From 8057b19c229e41d313f09c65d0324120d2975eaf Mon Sep 17 00:00:00 2001
From: Daniel Fangl <daniel.fangl@localstack.cloud>
Date: Wed, 16 Jul 2025 08:40:41 +0200
Subject: [PATCH 001/697] Rename master to main, localstack-ext to
 localstack-pro (#12847)

Co-authored-by: Alexander Rashed <alexander.rashed@localstack.cloud>
---
 .github/PULL_REQUEST_TEMPLATE.md              |  2 +-
 .github/bot_templates/ASF_UPGRADE_PR.md       |  2 +-
 .github/workflows/asf-updates.yml             |  8 ++--
 .github/workflows/aws-main.yml                |  8 ++--
 .github/workflows/aws-tests-mamr.yml          |  2 +-
 .github/workflows/aws-tests-s3-image.yml      |  8 ++--
 .github/workflows/aws-tests.yml               | 36 +++++++--------
 .github/workflows/dockerhub-description.yml   |  2 +-
 .github/workflows/marker-report.yml           |  2 +-
 .github/workflows/pr-cla.yml                  |  2 +-
 .../workflows/pr-enforce-no-major-master.yml  |  6 +--
 .../pr-enforce-no-major-minor-master.yml      |  6 +--
 .../workflows/pr-validate-features-files.yml  |  2 +-
 .github/workflows/rebase-release-prs.yml      |  2 +-
 .github/workflows/tests-bin.yml               |  2 +-
 .github/workflows/tests-cli.yml               |  8 ++--
 .github/workflows/tests-podman.yml            |  6 +--
 .github/workflows/tests-pro-integration.yml   | 44 +++++++++----------
 .github/workflows/update-openapi-spec.yml     |  2 +-
 .github/workflows/update-test-durations.yml   |  4 +-
 .github/workflows/validate-codeowners.yml     |  4 +-
 DOCKER.md                                     | 12 ++---
 Makefile                                      |  2 +-
 README.md                                     |  6 +--
 bin/docker-helper.sh                          |  2 +-
 docs/development-environment-setup/README.md  |  2 +-
 docs/localstack-concepts/README.md            | 18 ++++----
 docs/testing/integration-tests/README.md      |  6 +--
 docs/testing/parity-testing/README.md         |  4 +-
 docs/testing/test-types/README.md             |  8 ++--
 .../localstack/dev/kubernetes/__main__.py     |  2 +-
 .../localstack/dev/run/__main__.py            | 12 ++---
 .../localstack/dev/run/configurators.py       |  4 +-
 localstack-core/localstack/dev/run/paths.py   |  4 +-
 .../cloudformation/scaffolding/__main__.py    |  2 +-
 .../retrieve_legacy_data_from_circleci.py     | 18 +++++---
 .../upload_raw_test_metrics_and_coverage.py   |  2 +-
 37 files changed, 133 insertions(+), 129 deletions(-)

diff --git a/.github/PULL_REQUEST_TEMPLATE.md b/.github/PULL_REQUEST_TEMPLATE.md
index ee3b8eecf5459..0f20abd2f6d90 100644
--- a/.github/PULL_REQUEST_TEMPLATE.md
+++ b/.github/PULL_REQUEST_TEMPLATE.md
@@ -1,4 +1,4 @@
-<!-- Please refer to the contribution guidelines before raising a PR: https://github.com/localstack/localstack/blob/master/docs/CONTRIBUTING.md -->
+<!-- Please refer to the contribution guidelines before raising a PR: https://github.com/localstack/localstack/blob/main/docs/CONTRIBUTING.md -->
 
 <!-- Why am I raising this PR? Add context such as related issues, PRs, or documentation. -->
 ## Motivation
diff --git a/.github/bot_templates/ASF_UPGRADE_PR.md b/.github/bot_templates/ASF_UPGRADE_PR.md
index 567edf963fdd4..6eca11dca9e1f 100644
--- a/.github/bot_templates/ASF_UPGRADE_PR.md
+++ b/.github/bot_templates/ASF_UPGRADE_PR.md
@@ -1,6 +1,6 @@
 # 🚀 ASF Update Report 🚀
 This PR has been automatically generated to update the generated API stubs for our ASF services.
-It uses the latest code-generator from the _master_ branch ([scaffold.py](https://github.com/localstack/localstack/blob/master/localstack/aws/scaffold.py)) and the latest _published_ version of [botocore](https://github.com/boto/botocore) to re-generate all API stubs which are already present in the `localstack.aws.api` module of the _master_ branch.
+It uses the latest code-generator from the _main_ branch ([scaffold.py](https://github.com/localstack/localstack/blob/main/localstack/aws/scaffold.py)) and the latest _published_ version of [botocore](https://github.com/boto/botocore) to re-generate all API stubs which are already present in the `localstack.aws.api` module of the _main_ branch.
 
 ## 🔄 Updated Services
 This PR updates the following services:
diff --git a/.github/workflows/asf-updates.yml b/.github/workflows/asf-updates.yml
index 69bf11a17e754..a76c438c30d3e 100644
--- a/.github/workflows/asf-updates.yml
+++ b/.github/workflows/asf-updates.yml
@@ -58,15 +58,15 @@ jobs:
         id: check-for-changes
         run: |
           # Check if there are changed files and store the result in target/diff-check.log
-          # Check against the PR branch if it exists, otherwise against the master
+          # Check against the PR branch if it exists, otherwise against the main
           # Store the result in target/diff-check.log and store the diff count in the GitHub Action output "diff-count"
           mkdir -p target
-          (git diff --name-only origin/asf-auto-updates localstack-core/localstack/aws/api/ 2>/dev/null || git diff --name-only origin/master localstack-core/localstack/aws/api/ 2>/dev/null) | tee target/diff-check.log
+          (git diff --name-only origin/asf-auto-updates localstack-core/localstack/aws/api/ 2>/dev/null || git diff --name-only origin/main localstack-core/localstack/aws/api/ 2>/dev/null) | tee target/diff-check.log
           echo "diff-count=$(cat target/diff-check.log | wc -l)" >> $GITHUB_OUTPUT
 
-          # Store a (multiline-sanitized) list of changed services (compared to the master) in the GitHub Action output "changed-services"
+          # Store a (multiline-sanitized) list of changed services (compared to the main) in the GitHub Action output "changed-services"
           echo "changed-services<<EOF" >> $GITHUB_OUTPUT
-          echo "$(git diff --name-only origin/master localstack-core/localstack/aws/api/ | sed 's#localstack-core/localstack/aws/api/#- #g' | sed 's#/__init__.py##g' | sed 's/_/-/g')" >> $GITHUB_OUTPUT
+          echo "$(git diff --name-only origin/main localstack-core/localstack/aws/api/ | sed 's#localstack-core/localstack/aws/api/#- #g' | sed 's#/__init__.py##g' | sed 's/_/-/g')" >> $GITHUB_OUTPUT
           echo "EOF" >> $GITHUB_OUTPUT
 
       - name: Update botocore and transitive pins
diff --git a/.github/workflows/aws-main.yml b/.github/workflows/aws-main.yml
index e3daf1a6a5fc8..6335578d72609 100644
--- a/.github/workflows/aws-main.yml
+++ b/.github/workflows/aws-main.yml
@@ -16,7 +16,7 @@ on:
       - '!.git-blame-ignore-revs'
       - '!docs/**'
     branches:
-      - master
+      - main
     tags:
       - 'v[0-9]+.[0-9]+.[0-9]+'
   pull_request:
@@ -189,8 +189,8 @@ jobs:
   push:
     name: "Push images"
     runs-on: ubuntu-latest
-    # push image on master, target branch not set, and the dependent steps were either successful or skipped
-    if: ( github.ref == 'refs/heads/master' || startsWith(github.ref, 'refs/tags/v') ) && !failure() && !cancelled() && github.repository == 'localstack/localstack'
+    # push image on main, target branch not set, and the dependent steps were either successful or skipped
+    if: ( github.ref == 'refs/heads/main' || startsWith(github.ref, 'refs/tags/v') ) && !failure() && !cancelled() && github.repository == 'localstack/localstack'
     needs:
       # all tests need to be successful for the image to be pushed
       - test
@@ -269,7 +269,7 @@ jobs:
 
   push-to-tinybird:
     name: Push Workflow Status to Tinybird
-    if: always() && ( github.ref == 'refs/heads/master' || startsWith(github.ref, 'refs/tags/v') ) && github.repository == 'localstack/localstack'
+    if: always() && ( github.ref == 'refs/heads/main' || startsWith(github.ref, 'refs/tags/v') ) && github.repository == 'localstack/localstack'
     runs-on: ubuntu-latest
     needs:
       - test
diff --git a/.github/workflows/aws-tests-mamr.yml b/.github/workflows/aws-tests-mamr.yml
index 63872a81ec488..c5a4b7a2e6bfa 100644
--- a/.github/workflows/aws-tests-mamr.yml
+++ b/.github/workflows/aws-tests-mamr.yml
@@ -67,7 +67,7 @@ jobs:
 
   push-to-tinybird:
     name: Push Workflow Status to Tinybird
-    if: always() && ( github.ref == 'refs/heads/master' || startsWith(github.ref, 'refs/tags/v') ) && github.repository == 'localstack/localstack'
+    if: always() && ( github.ref == 'refs/heads/main' || startsWith(github.ref, 'refs/tags/v') ) && github.repository == 'localstack/localstack'
     runs-on: ubuntu-latest
     needs:
       - test-ma-mr
diff --git a/.github/workflows/aws-tests-s3-image.yml b/.github/workflows/aws-tests-s3-image.yml
index f57d89930f1c2..729c0c3157403 100644
--- a/.github/workflows/aws-tests-s3-image.yml
+++ b/.github/workflows/aws-tests-s3-image.yml
@@ -19,7 +19,7 @@ on:
       - setup.cfg
       - Makefile
     branches:
-      - master
+      - main
   pull_request:
     paths:
       - .github/workflows/tests-s3-image.yml
@@ -71,8 +71,8 @@ env:
   CI_COMMIT_BRANCH: ${{ github.head_ref || github.ref_name }}
   CI_COMMIT_SHA: ${{ github.sha }}
   CI_JOB_URL: ${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}/attempts/${{ github.run_attempt }}
-  # report to tinybird if executed on master
-  TINYBIRD_PYTEST_ARGS: "${{ github.repository == 'localstack/localstack' && github.ref == 'refs/heads/master' && '--report-to-tinybird ' || '' }}"
+  # report to tinybird if executed on main
+  TINYBIRD_PYTEST_ARGS: "${{ github.repository == 'localstack/localstack' && github.ref == 'refs/heads/main' && '--report-to-tinybird ' || '' }}"
 
 
 jobs:
@@ -268,7 +268,7 @@ jobs:
           failOnError: false
 
   push-to-tinybird:
-    if: always() && github.ref == 'refs/heads/master' && github.repository == 'localstack/localstack'
+    if: always() && github.ref == 'refs/heads/main' && github.repository == 'localstack/localstack'
     runs-on: ubuntu-latest
     needs: push-s3-image
     steps:
diff --git a/.github/workflows/aws-tests.yml b/.github/workflows/aws-tests.yml
index 9951389d18a3c..d2734df1e5d40 100644
--- a/.github/workflows/aws-tests.yml
+++ b/.github/workflows/aws-tests.yml
@@ -131,8 +131,8 @@ env:
   CI_COMMIT_BRANCH: ${{ github.head_ref || github.ref_name }}
   CI_COMMIT_SHA: ${{ github.sha }}
   CI_JOB_URL: ${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}/attempts/${{ github.run_attempt }}
-  # report to tinybird if executed on master
-  TINYBIRD_PYTEST_ARGS: "${{ github.repository == 'localstack/localstack' && ( github.ref == 'refs/heads/master' || startsWith(github.ref, 'refs/tags/v') ) && '--report-to-tinybird ' || '' }}"
+  # report to tinybird if executed on main
+  TINYBIRD_PYTEST_ARGS: "${{ github.repository == 'localstack/localstack' && ( github.ref == 'refs/heads/main' || startsWith(github.ref, 'refs/tags/v') ) && '--report-to-tinybird ' || '' }}"
   DOCKER_PULL_SECRET_AVAILABLE: ${{ secrets.DOCKERHUB_PULL_USERNAME != '' && secrets.DOCKERHUB_PULL_TOKEN != '' && 'true' || 'false' }}
 
 
@@ -148,9 +148,9 @@ jobs:
           - ubuntu-latest
           - ubuntu-24.04-arm
         exclude:
-          # skip the ARM integration tests in forks, and also if not on master/upgrade-dependencies and forceARMTests is not set to true
+          # skip the ARM integration tests in forks, and also if not on main/upgrade-dependencies and forceARMTests is not set to true
           # TODO ARM runners are not yet available for private repositories; skip them for potential private forks
-          - runner: ${{ ((github.repository != 'localstack/localstack') || (github.ref != 'refs/heads/master' && !startsWith(github.ref, 'refs/tags/v') && github.ref != 'upgrade-dependencies' && inputs.forceARMTests == false)) && 'ubuntu-24.04-arm' || ''}}
+          - runner: ${{ ((github.repository != 'localstack/localstack') || (github.ref != 'refs/heads/main' && !startsWith(github.ref, 'refs/tags/v') && github.ref != 'upgrade-dependencies' && inputs.forceARMTests == false)) && 'ubuntu-24.04-arm' || ''}}
       fail-fast: false
     runs-on: ${{ matrix.runner }}
     steps:
@@ -166,7 +166,7 @@ jobs:
           fetch-depth: 0
 
       - name: Build Image
-        uses: localstack/localstack/.github/actions/build-image@master
+        uses: localstack/localstack/.github/actions/build-image@main
         with:
           disableCaching: ${{ inputs.disableCaching == true && 'true' || 'false' }}
           dockerhubPullUsername: ${{ secrets.DOCKERHUB_PULL_USERNAME }}
@@ -336,9 +336,9 @@ jobs:
           - ubuntu-latest
           - ubuntu-24.04-arm
         exclude:
-          # skip the ARM integration tests in forks, and also if not on master/upgrade-dependencies and forceARMTests is not set to true
+          # skip the ARM integration tests in forks, and also if not on main/upgrade-dependencies and forceARMTests is not set to true
           # TODO ARM runners are not yet available for private repositories; skip them for potential private forks
-          - runner: ${{ ((github.repository != 'localstack/localstack') || (github.ref != 'refs/heads/master' && !startsWith(github.ref, 'refs/tags/v') && github.ref != 'upgrade-dependencies' && inputs.forceARMTests == false)) && 'ubuntu-24.04-arm' || ''}}
+          - runner: ${{ ((github.repository != 'localstack/localstack') || (github.ref != 'refs/heads/main' && !startsWith(github.ref, 'refs/tags/v') && github.ref != 'upgrade-dependencies' && inputs.forceARMTests == false)) && 'ubuntu-24.04-arm' || ''}}
       fail-fast: false
     runs-on: ${{ matrix.runner }}
     env:
@@ -495,9 +495,9 @@ jobs:
           - amd64
           - arm64
         exclude:
-          # skip the ARM integration tests in forks, and also if not on master/upgrade-dependencies and forceARMTests is not set to true
+          # skip the ARM integration tests in forks, and also if not on main/upgrade-dependencies and forceARMTests is not set to true
           # TODO ARM runners are not yet available for private repositories; skip them for potential private forks
-          - arch: ${{ ((github.repository != 'localstack/localstack') || (github.ref != 'refs/heads/master' && !startsWith(github.ref, 'refs/tags/v') && github.ref != 'upgrade-dependencies' && inputs.forceARMTests == false)) && 'arm64' || ''}}
+          - arch: ${{ ((github.repository != 'localstack/localstack') || (github.ref != 'refs/heads/main' && !startsWith(github.ref, 'refs/tags/v') && github.ref != 'upgrade-dependencies' && inputs.forceARMTests == false)) && 'arm64' || ''}}
     needs:
       - test-integration
       - test-bootstrap
@@ -541,9 +541,9 @@ jobs:
           - ubuntu-latest
           - ubuntu-24.04-arm
         exclude:
-          # skip the ARM integration tests in forks, and also if not on master/upgrade-dependencies and forceARMTests is not set to true
+          # skip the ARM integration tests in forks, and also if not on main/upgrade-dependencies and forceARMTests is not set to true
           # TODO ARM runners are not yet available for private repositories; skip them for potential private forks
-          - runner: ${{ ((github.repository != 'localstack/localstack') || (github.ref != 'refs/heads/master' && !startsWith(github.ref, 'refs/tags/v') && github.ref != 'upgrade-dependencies' && inputs.forceARMTests == false)) && 'ubuntu-24.04-arm' || ''}}
+          - runner: ${{ ((github.repository != 'localstack/localstack') || (github.ref != 'refs/heads/main' && !startsWith(github.ref, 'refs/tags/v') && github.ref != 'upgrade-dependencies' && inputs.forceARMTests == false)) && 'ubuntu-24.04-arm' || ''}}
       fail-fast: false
     runs-on: ${{ matrix.runner }}
     env:
@@ -616,9 +616,9 @@ jobs:
           - amd64
           - arm64
         exclude:
-          # skip the ARM integration tests in forks, and also if not on master/upgrade-dependencies and forceARMTests is not set to true
+          # skip the ARM integration tests in forks, and also if not on main/upgrade-dependencies and forceARMTests is not set to true
           # TODO ARM runners are not yet available for private repositories; skip them for potential private forks
-          - arch: ${{ ((github.repository != 'localstack/localstack') || (github.ref != 'refs/heads/master' && !startsWith(github.ref, 'refs/tags/v') && github.ref != 'upgrade-dependencies' && inputs.forceARMTests == false)) && 'arm64' || ''}}
+          - arch: ${{ ((github.repository != 'localstack/localstack') || (github.ref != 'refs/heads/main' && !startsWith(github.ref, 'refs/tags/v') && github.ref != 'upgrade-dependencies' && inputs.forceARMTests == false)) && 'arm64' || ''}}
     needs:
       - test-acceptance
     runs-on: ubuntu-latest
@@ -647,7 +647,7 @@ jobs:
 
   test-cloudwatch-v1:
     name: Test CloudWatch V1
-    if: ${{ !inputs.onlyAcceptanceTests && (github.ref == 'refs/heads/master' || startsWith(github.ref, 'refs/tags/v') || needs.test-preflight.outputs.cloudwatch-v1 == 'true') }}
+    if: ${{ !inputs.onlyAcceptanceTests && (github.ref == 'refs/heads/main' || startsWith(github.ref, 'refs/tags/v') || needs.test-preflight.outputs.cloudwatch-v1 == 'true') }}
     runs-on: ubuntu-latest
     needs:
       - test-preflight
@@ -697,7 +697,7 @@ jobs:
 
   test-ddb-v2:
     name: Test DynamoDB(Streams) v2
-    if: ${{ !inputs.onlyAcceptanceTests && (github.ref == 'refs/heads/master' || startsWith(github.ref, 'refs/tags/v') || needs.test-preflight.outputs.dynamodb-v2 == 'true') }}
+    if: ${{ !inputs.onlyAcceptanceTests && (github.ref == 'refs/heads/main' || startsWith(github.ref, 'refs/tags/v') || needs.test-preflight.outputs.dynamodb-v2 == 'true') }}
     runs-on: ubuntu-latest
     needs:
       - test-preflight
@@ -746,7 +746,7 @@ jobs:
 
   test-events-v1:
     name: Test EventBridge v1
-    if: ${{ !inputs.onlyAcceptanceTests && (github.ref == 'refs/heads/master' || startsWith(github.ref, 'refs/tags/v') || needs.test-preflight.outputs.events-v1 == 'true') }}
+    if: ${{ !inputs.onlyAcceptanceTests && (github.ref == 'refs/heads/main' || startsWith(github.ref, 'refs/tags/v') || needs.test-preflight.outputs.events-v1 == 'true') }}
     runs-on: ubuntu-latest
     needs:
       - test-preflight
@@ -795,7 +795,7 @@ jobs:
 
   test-cfn-v2-engine:
     name: Test CloudFormation Engine v2
-    if: ${{ !inputs.onlyAcceptanceTests && ( github.ref == 'refs/heads/master' || startsWith(github.ref, 'refs/tags/v') || needs.test-preflight.outputs.cloudformation-v2 == 'true' )}}
+    if: ${{ !inputs.onlyAcceptanceTests && ( github.ref == 'refs/heads/main' || startsWith(github.ref, 'refs/tags/v') || needs.test-preflight.outputs.cloudformation-v2 == 'true' )}}
     runs-on: ubuntu-latest
     needs:
       - test-preflight
@@ -890,7 +890,7 @@ jobs:
 
   capture-not-implemented:
     name: "Capture Not Implemented"
-    if: ${{ !inputs.onlyAcceptanceTests && ( github.ref == 'refs/heads/master' || startsWith(github.ref, 'refs/tags/v') ) }}
+    if: ${{ !inputs.onlyAcceptanceTests && ( github.ref == 'refs/heads/main' || startsWith(github.ref, 'refs/tags/v') ) }}
     runs-on: ubuntu-latest
     needs: build
     env:
diff --git a/.github/workflows/dockerhub-description.yml b/.github/workflows/dockerhub-description.yml
index 68f30c7ef9c4a..e8178420788aa 100644
--- a/.github/workflows/dockerhub-description.yml
+++ b/.github/workflows/dockerhub-description.yml
@@ -3,7 +3,7 @@ name: Update Docker Hub Description
 on:
   push:
     branches:
-      - master
+      - main
     paths:
       - DOCKER.md
       - .github/workflows/dockerhub-description.yml
diff --git a/.github/workflows/marker-report.yml b/.github/workflows/marker-report.yml
index 6992be9827954..8e38e3c670417 100644
--- a/.github/workflows/marker-report.yml
+++ b/.github/workflows/marker-report.yml
@@ -26,7 +26,7 @@ on:
     paths:
       - "tests/**"
     branches:
-      - master
+      - main
 
 concurrency:
   group: ${{ github.workflow }}-${{ github.head_ref || github.run_id }}
diff --git a/.github/workflows/pr-cla.yml b/.github/workflows/pr-cla.yml
index b81b0786207e5..63d722b5d99c0 100644
--- a/.github/workflows/pr-cla.yml
+++ b/.github/workflows/pr-cla.yml
@@ -24,7 +24,7 @@ jobs:
           remote-organization-name: "localstack"
           remote-repository-name: "localstack"
           path-to-signatures: "etc/cla-signatures/signatures.json"
-          path-to-document: "https://github.com/localstack/localstack/blob/master/.github/CLA.md"
+          path-to-document: "https://github.com/localstack/localstack/blob/main/.github/CLA.md"
           branch: "cla-signatures"
           allowlist: "localstack-bot,*[bot]"
           lock-pullrequest-aftermerge: false
diff --git a/.github/workflows/pr-enforce-no-major-master.yml b/.github/workflows/pr-enforce-no-major-master.yml
index d2efcf8f93191..3a037de0506ec 100644
--- a/.github/workflows/pr-enforce-no-major-master.yml
+++ b/.github/workflows/pr-enforce-no-major-master.yml
@@ -1,11 +1,11 @@
-name: Enforce no major on master
+name: Enforce no major on main
 
 on:
   pull_request_target:
     types: [labeled, unlabeled, opened, edited, synchronize]
-    # only enforce for PRs targeting the master branch
+    # only enforce for PRs targeting the main branch
     branches:
-    - master
+    - main
 
 jobs:
   enforce-no-major:
diff --git a/.github/workflows/pr-enforce-no-major-minor-master.yml b/.github/workflows/pr-enforce-no-major-minor-master.yml
index 60fbd79b4108e..ef0adc4a98fa0 100644
--- a/.github/workflows/pr-enforce-no-major-minor-master.yml
+++ b/.github/workflows/pr-enforce-no-major-minor-master.yml
@@ -1,11 +1,11 @@
-name: Enforce no major or minor on master
+name: Enforce no major or minor on main
 
 on:
   pull_request_target:
     types: [labeled, unlabeled, opened, edited, synchronize]
-    # only enforce for PRs targeting the master branch
+    # only enforce for PRs targeting the main branch
     branches:
-    - master
+    - main
 
 jobs:
   enforce-no-major-minor:
diff --git a/.github/workflows/pr-validate-features-files.yml b/.github/workflows/pr-validate-features-files.yml
index d62d2b5ffaa77..5e842e7f2500a 100644
--- a/.github/workflows/pr-validate-features-files.yml
+++ b/.github/workflows/pr-validate-features-files.yml
@@ -5,7 +5,7 @@ on:
     paths:
       - localstack-core/localstack/services/**
     branches:
-      - master
+      - main
 
 jobs:
   validate-features-files:
diff --git a/.github/workflows/rebase-release-prs.yml b/.github/workflows/rebase-release-prs.yml
index 44f9ba9397c06..11f3b656c224c 100644
--- a/.github/workflows/rebase-release-prs.yml
+++ b/.github/workflows/rebase-release-prs.yml
@@ -32,4 +32,4 @@ jobs:
         with:
           token: ${{ secrets.PRO_ACCESS_TOKEN }}
           head: ${{ matrix.head }}
-          base: master
+          base: main
diff --git a/.github/workflows/tests-bin.yml b/.github/workflows/tests-bin.yml
index 4da8063a78600..6b214984659fc 100644
--- a/.github/workflows/tests-bin.yml
+++ b/.github/workflows/tests-bin.yml
@@ -12,7 +12,7 @@ on:
       - '.github/workflows/tests-bin.yml'
       - 'tests/bin/*.bats'
     branches:
-      - master
+      - main
       - release/*
 
 jobs:
diff --git a/.github/workflows/tests-cli.yml b/.github/workflows/tests-cli.yml
index 68eca09252eaf..c5215f4fed257 100644
--- a/.github/workflows/tests-cli.yml
+++ b/.github/workflows/tests-cli.yml
@@ -47,7 +47,7 @@ on:
       - '!LICENSE.txt'
       - '!README.md'
     branches:
-      - master
+      - main
       - release/*
 
 concurrency:
@@ -64,8 +64,8 @@ env:
   CI_COMMIT_BRANCH: ${{ github.head_ref || github.ref_name }}
   CI_COMMIT_SHA: ${{ github.sha }}
   CI_JOB_URL: ${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}/attempts/${{ github.run_attempt }}
-  # report to tinybird if executed on master
-  TINYBIRD_PYTEST_ARGS: "${{ github.repository == 'localstack/localstack' && github.ref == 'refs/heads/master' && '--report-to-tinybird ' || '' }}"
+  # report to tinybird if executed on main
+  TINYBIRD_PYTEST_ARGS: "${{ github.repository == 'localstack/localstack' && github.ref == 'refs/heads/main' && '--report-to-tinybird ' || '' }}"
 
 permissions:
   contents: read # checkout the repository
@@ -103,7 +103,7 @@ jobs:
         run: make test
 
   push-to-tinybird:
-    if: always() && github.ref == 'refs/heads/master' && github.repository == 'localstack/localstack'
+    if: always() && github.ref == 'refs/heads/main' && github.repository == 'localstack/localstack'
     runs-on: ubuntu-latest
     needs: cli-tests
     permissions:
diff --git a/.github/workflows/tests-podman.yml b/.github/workflows/tests-podman.yml
index 664de59630750..778fb5216b174 100644
--- a/.github/workflows/tests-podman.yml
+++ b/.github/workflows/tests-podman.yml
@@ -24,8 +24,8 @@ env:
   CI_COMMIT_BRANCH: ${{ github.head_ref || github.ref_name }}
   CI_COMMIT_SHA: ${{ github.sha }}
   CI_JOB_URL: ${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}/attempts/${{ github.run_attempt }}
-  # report to tinybird if executed on master
-  TINYBIRD_PYTEST_ARGS: "${{ github.repository == 'localstack/localstack' && github.ref == 'refs/heads/master' && '--report-to-tinybird ' || '' }}"
+  # report to tinybird if executed on main
+  TINYBIRD_PYTEST_ARGS: "${{ github.repository == 'localstack/localstack' && github.ref == 'refs/heads/main' && '--report-to-tinybird ' || '' }}"
 
 jobs:
   podman-tests:
@@ -77,7 +77,7 @@ jobs:
           DOCKER_HOST=$podmanSocket make test
 
   push-to-tinybird:
-    if: always() && github.ref == 'refs/heads/master' && github.repository == 'localstack/localstack'
+    if: always() && github.ref == 'refs/heads/main' && github.repository == 'localstack/localstack'
     runs-on: ubuntu-latest
     needs: podman-tests
     steps:
diff --git a/.github/workflows/tests-pro-integration.yml b/.github/workflows/tests-pro-integration.yml
index 22fe1a82b138e..674105fde4791 100644
--- a/.github/workflows/tests-pro-integration.yml
+++ b/.github/workflows/tests-pro-integration.yml
@@ -85,7 +85,7 @@ on:
       - '!LICENSE.txt'
       - '!README.md'
     branches:
-      - master
+      - main
 
 concurrency:
   group: ${{ github.workflow }}-${{ github.head_ref || github.run_id }}
@@ -101,9 +101,9 @@ env:
   CI_COMMIT_BRANCH: ${{ github.head_ref || github.ref_name }}
   CI_COMMIT_SHA: ${{ github.sha }}
   CI_JOB_URL: ${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}/attempts/${{ github.run_attempt }}
-  # report to tinybird if executed on master on community AND pro (targetRef not set)
-  TINYBIRD_PYTEST_ARGS: "${{ github.repository == 'localstack/localstack' && github.ref == 'refs/heads/master' && inputs.targetRef == '' && '--report-to-tinybird ' || '' }}"
-  # enable test selection if  not running on master and test selection is not explicitly disabled
+  # report to tinybird if executed on main on community AND pro (targetRef not set)
+  TINYBIRD_PYTEST_ARGS: "${{ github.repository == 'localstack/localstack' && github.ref == 'refs/heads/main' && inputs.targetRef == '' && '--report-to-tinybird ' || '' }}"
+  # enable test selection if  not running on main and test selection is not explicitly disabled
   TESTSELECTION_PYTEST_ARGS: "${{ !inputs.disableTestSelection && '--path-filter=../../localstack/target/testselection/test-selection.txt ' || '' }}"
 
 jobs:
@@ -152,14 +152,14 @@ jobs:
               return context.payload.inputs.targetRef
             }
 
-            const DEFAULT_REF = "refs/heads/master"
+            const DEFAULT_REF = "refs/heads/main"
 
             async function isCompanionRefExisting(refName) {
               try {
                 // strip the leading "refs/" for the API call
                 const apiRef = refName.substr(5)
                 console.log("Checking if companion repo has ref: ", apiRef)
-                await github.rest.git.getRef({owner: "localstack", repo: "localstack-ext", ref: apiRef})
+                await github.rest.git.getRef({owner: "localstack", repo: "localstack-pro", ref: apiRef})
                 return true
               } catch (error) {
                   if (error.status == 404) {
@@ -200,10 +200,10 @@ jobs:
       - name: Checkout Pro
         uses: actions/checkout@v4
         with:
-          repository: localstack/localstack-ext
+          repository: localstack/localstack-pro
           ref: ${{steps.determine-companion-ref.outputs.result}}
           token: ${{ secrets.PRO_ACCESS_TOKEN }}
-          path: localstack-ext
+          path: localstack-pro
 
       - name: Set up Python 3.11
         id: setup-python
@@ -237,11 +237,11 @@ jobs:
         uses: actions/cache@v4
         with:
           path: |
-            localstack-ext/.venv
+            localstack-pro/.venv
           # include the matrix group (to re-use the venv)
-          key: community-it-${{ runner.os }}-python-${{ steps.setup-python.outputs.python-version }}-venv-${{ hashFiles('localstack-ext/localstack-pro-core/requirements-test.txt') }}-${{steps.determine-companion-ref.outputs.result}}
+          key: community-it-${{ runner.os }}-python-${{ steps.setup-python.outputs.python-version }}-venv-${{ hashFiles('localstack-pro/localstack-pro-core/requirements-test.txt') }}-${{steps.determine-companion-ref.outputs.result}}
           restore-keys: |
-            community-it-${{ runner.os }}-python-${{ steps.setup-python.outputs.python-version }}-venv-${{ hashFiles('localstack-ext/localstack-pro-core/requirements-test.txt') }}-refs/heads/master
+            community-it-${{ runner.os }}-python-${{ steps.setup-python.outputs.python-version }}-venv-${{ hashFiles('localstack-pro/localstack-pro-core/requirements-test.txt') }}-refs/heads/main
 
       - name: Cache Ext Dependencies (libs)
         if: inputs.disableCaching != true
@@ -252,7 +252,7 @@ jobs:
           # include the matrix group (to re-use the var-libs used in the specific test group)
           key: community-it-${{ runner.os }}-python-${{ steps.setup-python.outputs.python-version }}-libs-${{ hashFiles('**/packages.py', '**/packages/*') }}-${{steps.determine-companion-ref.outputs.result}}-group-${{ matrix.group }}
           restore-keys: |
-            community-it-${{ runner.os }}-python-${{ steps.setup-python.outputs.python-version }}-libs-${{ hashFiles('**/packages.py', '**/packages/*') }}-refs/heads/master-group-${{ matrix.group }}
+            community-it-${{ runner.os }}-python-${{ steps.setup-python.outputs.python-version }}-libs-${{ hashFiles('**/packages.py', '**/packages/*') }}-refs/heads/main-group-${{ matrix.group }}
 
       - name: Restore Lambda common runtime packages
         id: cached-lambda-common-restore
@@ -276,11 +276,11 @@ jobs:
           key: ${{ steps.cached-lambda-common-restore.outputs.cache-primary-key }}
 
       - name: Install Python Dependencies for Pro
-        working-directory: localstack-ext
+        working-directory: localstack-pro
         run: make install-ci
 
       - name: Link Community into Pro venv
-        working-directory: localstack-ext
+        working-directory: localstack-pro
         run: |
           source .venv/bin/activate
           pip install -e ../localstack[runtime,test]
@@ -289,11 +289,11 @@ jobs:
         working-directory: localstack
         # Entrypoints need to be generated _after_ the community edition has been linked into the venv
         run: |
-          VENV_DIR="../localstack-ext/.venv" make entrypoints
-          ../localstack-ext/.venv/bin/python -m plux show
+          VENV_DIR="../localstack-pro/.venv" make entrypoints
+          ../localstack-pro/.venv/bin/python -m plux show
 
       - name: Create Pro Entrypoints
-        working-directory: localstack-ext
+        working-directory: localstack-pro
         # Entrypoints need to be generated _after_ the community edition has been linked into the venv
         run: |
           make entrypoints
@@ -305,7 +305,7 @@ jobs:
           DEBUG: 1
           DNS_ADDRESS: 0
           LOCALSTACK_AUTH_TOKEN: "test"
-        working-directory: localstack-ext
+        working-directory: localstack-pro
         run: |
           source .venv/bin/activate
           bin/test_localstack_pro.sh
@@ -320,7 +320,7 @@ jobs:
             echo "Do test selection based on Pull Request event"
             SCRIPT_OPTS="--base-commit-sha ${{ github.event.pull_request.base.sha }} --head-commit-sha ${{ github.event.pull_request.head.sha }}"
           fi
-          . ../localstack-ext/.venv/bin/activate
+          . ../localstack-pro/.venv/bin/activate
           python -m localstack.testing.testselection.scripts.generate_test_selection $(pwd) target/testselection/test-selection.txt $SCRIPT_OPTS || (mkdir -p target/testselection && echo "SENTINEL_ALL_TESTS" >> target/testselection/test-selection.txt)
           echo "Resulting Test Selection file:"
           cat target/testselection/test-selection.txt
@@ -340,7 +340,7 @@ jobs:
           JUNIT_REPORTS_FILE: "pytest-junit-community-${{ matrix.group }}.xml"
           TEST_PATH: "../../localstack/tests/aws/"  # TODO: run tests in tests/integration
           PYTEST_ARGS: "${{ env.TINYBIRD_PYTEST_ARGS }}${{ env.TESTSELECTION_PYTEST_ARGS }}--splits ${{ strategy.job-total }} --group ${{ matrix.group }} --durations-path ../../localstack/.test_durations --store-durations"
-        working-directory: localstack-ext
+        working-directory: localstack-pro
         run: |
           # Remove the host tmp folder (might contain remnant files with different permissions)
           sudo rm -rf ../localstack/localstack-core/.filesystem/var/lib/localstack/tmp
@@ -361,7 +361,7 @@ jobs:
         with:
           name: test-results-community-${{ matrix.group }}
           path: |
-            localstack-ext/localstack-pro-core/pytest-junit-community-${{ matrix.group }}.xml
+            localstack-pro/localstack-pro-core/pytest-junit-community-${{ matrix.group }}.xml
           retention-days: 30
 
   publish-pro-test-results:
@@ -399,7 +399,7 @@ jobs:
           action_fail_on_inconclusive: true
 
   push-to-tinybird:
-    if: always() && github.ref == 'refs/heads/master' && github.repository == 'localstack/localstack'
+    if: always() && github.ref == 'refs/heads/main' && github.repository == 'localstack/localstack'
     runs-on: ubuntu-latest
     needs: publish-pro-test-results
     steps:
diff --git a/.github/workflows/update-openapi-spec.yml b/.github/workflows/update-openapi-spec.yml
index 07d28dee8eccf..8c8f2cc1dbb17 100644
--- a/.github/workflows/update-openapi-spec.yml
+++ b/.github/workflows/update-openapi-spec.yml
@@ -3,7 +3,7 @@ name: Update OpenAPI Spec
 on:
   push:
     branches:
-      - master
+      - main
     paths:
       - '**/*openapi.yaml'
       - '**/*openapi.yml'
diff --git a/.github/workflows/update-test-durations.yml b/.github/workflows/update-test-durations.yml
index 12c33df527337..573f21c6b0fd6 100644
--- a/.github/workflows/update-test-durations.yml
+++ b/.github/workflows/update-test-durations.yml
@@ -31,7 +31,7 @@ jobs:
             latest_workflow_id=$(curl -s https://api.github.com/repos/localstack/localstack/actions/workflows \
               | jq '.workflows[] | select(.path==".github/workflows/aws-main.yml").id')
             latest_run_id=$(curl -s \
-              "https://api.github.com/repos/localstack/localstack/actions/workflows/${latest_workflow_id}/runs?branch=master&status=success&per_page=30" \
+              "https://api.github.com/repos/localstack/localstack/actions/workflows/${latest_workflow_id}/runs?branch=main&status=success&per_page=30" \
                 | jq '[.workflow_runs[] | select(.event == "schedule")][0].id')
             echo "Latest run: https://github.com/localstack/localstack/actions/runs/${latest_run_id}"
             echo "AWS_MAIN_LATEST_SCHEDULED_RUN_ID=${latest_run_id}" >> $GITHUB_ENV
@@ -64,7 +64,7 @@ jobs:
           if: ${{ success() && inputs.publishMethod != 'UPLOAD_ARTIFACT' }}
           with:
             title: "[Testing] Update test durations"
-            body: "This PR includes an updated `.test_durations` file, generated based on latest test durations from master"
+            body: "This PR includes an updated `.test_durations` file, generated based on latest test durations from main"
             branch: "test-durations-auto-updates"
             author: "LocalStack Bot <localstack-bot@users.noreply.github.com>"
             committer: "LocalStack Bot <localstack-bot@users.noreply.github.com>"
diff --git a/.github/workflows/validate-codeowners.yml b/.github/workflows/validate-codeowners.yml
index 2f0b19cfd7ca0..64ab360af7ed2 100644
--- a/.github/workflows/validate-codeowners.yml
+++ b/.github/workflows/validate-codeowners.yml
@@ -3,10 +3,10 @@ name: LocalStack - Validate Codeowners
 on:
   push:
     branches:
-      - master
+      - main
   pull_request:
     branches:
-      - master
+      - main
 
 jobs:
   validate-codeowners:
diff --git a/DOCKER.md b/DOCKER.md
index 9d102b1a0e942..bebba9bdb24a8 100644
--- a/DOCKER.md
+++ b/DOCKER.md
@@ -1,10 +1,10 @@
 <p align="center">
-  <img src="https://raw.githubusercontent.com/localstack/localstack/master/docs/localstack-readme-banner.svg" alt="LocalStack - A fully functional local cloud stack">
+  <img src="https://raw.githubusercontent.com/localstack/localstack/main/docs/localstack-readme-banner.svg" alt="LocalStack - A fully functional local cloud stack">
 </p>
 
 <p align="center">
-  <a href="https://github.com/localstack/localstack/actions/workflows/aws-main.yml?query=branch%3Amaster"><img alt="GitHub Actions" src="https://github.com/localstack/localstack/actions/workflows/aws-main.yml/badge.svg?branch=master"></a>
-  <a href="https://coveralls.io/github/localstack/localstack?branch=master"><img alt="Coverage Status" src="https://coveralls.io/repos/github/localstack/localstack/badge.svg?branch=master"></a>
+  <a href="https://github.com/localstack/localstack/actions/workflows/aws-main.yml?query=branch%3Amain"><img alt="GitHub Actions" src="https://github.com/localstack/localstack/actions/workflows/aws-main.yml/badge.svg?branch=main"></a>
+  <a href="https://coveralls.io/github/localstack/localstack?branch=main"><img alt="Coverage Status" src="https://coveralls.io/repos/github/localstack/localstack/badge.svg?branch=main"></a>
   <a href="https://pypi.org/project/localstack/"><img alt="PyPI Version" src="https://img.shields.io/pypi/v/localstack?color=blue"></a>
   <a href="https://hub.docker.com/r/localstack/localstack"><img alt="Docker Pulls" src="https://img.shields.io/docker/pulls/localstack/localstack"></a>
   <a href="https://pypi.org/project/localstack"><img alt="PyPi downloads" src="https://static.pepy.tech/badge/localstack"></a>
@@ -49,7 +49,7 @@ $ awslocal s3api list-buckets
 
 - This command reuses the image if it’s already on your machine, i.e. it will **not** pull the latest image automatically from Docker Hub.
 
-- This command does not bind all ports that are potentially used by LocalStack, nor does it mount any volumes. When using Docker to manually start LocalStack, you will have to configure the container on your own (see [`docker-compose.yml`](https://github.com/localstack/localstack/blob/master/docker-compose.yml) and [Configuration](https://docs.localstack.cloud/references/configuration/)). This could be seen as the “expert mode” of starting LocalStack. If you are looking for a simpler method of starting LocalStack, please use the [LocalStack CLI](https://docs.localstack.cloud/getting-started/installation/#localstack-cli).
+- This command does not bind all ports that are potentially used by LocalStack, nor does it mount any volumes. When using Docker to manually start LocalStack, you will have to configure the container on your own (see [`docker-compose.yml`](https://github.com/localstack/localstack/blob/main/docker-compose.yml) and [Configuration](https://docs.localstack.cloud/references/configuration/)). This could be seen as the “expert mode” of starting LocalStack. If you are looking for a simpler method of starting LocalStack, please use the [LocalStack CLI](https://docs.localstack.cloud/getting-started/installation/#localstack-cli).
 
 ### Docker Compose
 
@@ -88,7 +88,7 @@ $ awslocal sqs list-queues
 
 **Notes**
 
-- This command pulls the current nightly build from the `master` branch (if you don’t have the image locally) and **not** the latest supported version. If you want to use a specific version, set the appropriate localstack image tag at `services.localstack.image` in the `docker-compose.yml` file (for example `localstack/localstack:<version>`).
+- This command pulls the current nightly build from the `main` branch (if you don’t have the image locally) and **not** the latest supported version. If you want to use a specific version, set the appropriate localstack image tag at `services.localstack.image` in the `docker-compose.yml` file (for example `localstack/localstack:<version>`).
 
 - This command reuses the image if it’s already on your machine, i.e. it will **not** pull the latest image automatically from Docker Hub.
 
@@ -141,4 +141,4 @@ Copyright (c) 2017-2024 LocalStack maintainers and contributors.
 
 Copyright (c) 2016 Atlassian and others.
 
-This version of LocalStack is released under the Apache License, Version 2.0 (see [LICENSE](https://github.com/localstack/localstack/blob/master/LICENSE.txt)). By downloading and using this software you agree to the [End-User License Agreement (EULA)](https://github.com/localstack/localstack/blob/master/doc/end_user_license_agreement).
+This version of LocalStack is released under the Apache License, Version 2.0 (see [LICENSE](https://github.com/localstack/localstack/blob/main/LICENSE.txt)). By downloading and using this software you agree to the [End-User License Agreement (EULA)](https://github.com/localstack/localstack/blob/main/doc/end_user_license_agreement).
diff --git a/Makefile b/Makefile
index 4f926170e9272..53b0f5d732481 100644
--- a/Makefile
+++ b/Makefile
@@ -125,7 +125,7 @@ lint:              		  ## Run code linter to check code style, check if formatte
 
 lint-modified:     		  ## Run code linter to check code style, check if formatter would make changes on modified files, and check if dependency pins need to be updated because of modified files
 	($(VENV_RUN); python -m ruff check --output-format=full `git diff --diff-filter=d --name-only HEAD | grep '\.py$$' | xargs` && python -m ruff format --check `git diff --diff-filter=d --name-only HEAD | grep '\.py$$' | xargs`)
-	$(VENV_RUN); pre-commit run check-pinned-deps-for-needed-upgrade --files $(git diff master --name-only) # run pre-commit hook manually here to ensure that this check runs in CI as well
+	$(VENV_RUN); pre-commit run check-pinned-deps-for-needed-upgrade --files $(git diff main --name-only) # run pre-commit hook manually here to ensure that this check runs in CI as well
 
 check-aws-markers:     		  ## Lightweight check to ensure all AWS tests have proper compatibility markers set
 	($(VENV_RUN); python -m pytest --co tests/aws/)
diff --git a/README.md b/README.md
index 4bc4c4ff512fb..a1d16511cfb49 100644
--- a/README.md
+++ b/README.md
@@ -3,12 +3,12 @@
 </p>
 
 <p align="center">
-  <img src="https://raw.githubusercontent.com/localstack/localstack/master/docs/localstack-readme-banner.svg" alt="LocalStack - A fully functional local cloud stack">
+  <img src="https://raw.githubusercontent.com/localstack/localstack/main/docs/localstack-readme-banner.svg" alt="LocalStack - A fully functional local cloud stack">
 </p>
 
 <p align="center">
-  <a href="https://github.com/localstack/localstack/actions/workflows/aws-main.yml?query=branch%3Amaster"><img alt="GitHub Actions" src="https://github.com/localstack/localstack/actions/workflows/aws-main.yml/badge.svg?branch=master"></a>
-  <a href="https://coveralls.io/github/localstack/localstack?branch=master"><img alt="Coverage Status" src="https://coveralls.io/repos/github/localstack/localstack/badge.svg?branch=master"></a>
+  <a href="https://github.com/localstack/localstack/actions/workflows/aws-main.yml?query=branch%3Amain"><img alt="GitHub Actions" src="https://github.com/localstack/localstack/actions/workflows/aws-main.yml/badge.svg?branch=main"></a>
+  <a href="https://coveralls.io/github/localstack/localstack?branch=main"><img alt="Coverage Status" src="https://coveralls.io/repos/github/localstack/localstack/badge.svg?branch=main"></a>
   <a href="https://pypi.org/project/localstack/"><img alt="PyPI Version" src="https://img.shields.io/pypi/v/localstack?color=blue"></a>
   <a href="https://hub.docker.com/r/localstack/localstack"><img alt="Docker Pulls" src="https://img.shields.io/docker/pulls/localstack/localstack"></a>
   <a href="https://pypi.org/project/localstack"><img alt="PyPi downloads" src="https://static.pepy.tech/badge/localstack"></a>
diff --git a/bin/docker-helper.sh b/bin/docker-helper.sh
index 2b21a0f1ce4ce..5fa7fff52f471 100755
--- a/bin/docker-helper.sh
+++ b/bin/docker-helper.sh
@@ -70,7 +70,7 @@ function _enforce_image_name() {
 }
 
 function _enforce_main_branch() {
-    MAIN_BRANCH=${MAIN_BRANCH-"master"}
+    MAIN_BRANCH=${MAIN_BRANCH-"main"}
     CURRENT_BRANCH=$(_get_current_branch)
     echo "Current git branch: '$CURRENT_BRANCH'"
     test "$CURRENT_BRANCH" == "$MAIN_BRANCH" || _fail "Current branch ($CURRENT_BRANCH) is not $MAIN_BRANCH."
diff --git a/docs/development-environment-setup/README.md b/docs/development-environment-setup/README.md
index 81284d433a263..f5342846143ad 100644
--- a/docs/development-environment-setup/README.md
+++ b/docs/development-environment-setup/README.md
@@ -56,7 +56,7 @@ IMAGE_NAME="localstack/localstack" ./bin/docker-helper.sh build
 
 In host mode, additional dependencies (e.g., Java) are required for developing certain AWS-emulated services (e.g., DynamoDB).
 The required dependencies vary depending on the service, [Configuration](https://docs.localstack.cloud/references/configuration/), operating system, and system architecture (i.e., x86 vs ARM).
-Refer to our official [Dockerfile](https://github.com/localstack/localstack/blob/master/Dockerfile) and our [package installer LPM](Concepts/index.md#packages-and-installers) for more details.
+Refer to our official [Dockerfile](https://github.com/localstack/localstack/blob/main/Dockerfile) and our [package installer LPM](Concepts/index.md#packages-and-installers) for more details.
 
 #### Root Permissions
 
diff --git a/docs/localstack-concepts/README.md b/docs/localstack-concepts/README.md
index 53f15bcc2d632..cee2227c14d75 100644
--- a/docs/localstack-concepts/README.md
+++ b/docs/localstack-concepts/README.md
@@ -18,7 +18,7 @@ AWS is essentially a Remote Procedure Call (RPC) system, and ASF is our server-s
 
 AWS developed a specification language, [Smithy](https://awslabs.github.io/smithy/), which they use internally to define their APIs in a declarative way. They use these specs to generate client SDKs and client documentation. All these specifications are available, among other repositories, in the [botocore repository](https://github.com/boto/botocore/tree/develop/botocore/data). Botocore are the internals of the AWS Python SDK, which allows ASF to interpret and operate on the service specifications. Take a look at an example, [the `Invoke` operation of the `lambda` API](https://github.com/boto/botocore/blob/474e7a23d0fd178790579638cec9123d7e92d10b/botocore/data/lambda/2015-03-31/service-2.json#L564-L573):
 
-```bash 
+```bash
 	"Invoke":{
     "name":"Invoke",
     "http":{
@@ -52,8 +52,8 @@ A service provider is an implementation of an AWS service API. Service providers
 
 A server-side protocol implementation requires a marshaller (a parser for incoming requests, and a serializer for outgoing responses).
 
-- Our [protocol parser](https://github.com/localstack/localstack/blob/master/localstack-core/localstack/aws/protocol/parser.py) translates AWS HTTP requests into objects that can be used to call the respective function of the service provider.
-- Our [protocol serializer](https://github.com/localstack/localstack/blob/master/localstack-core/localstack/aws/protocol/serializer.py) translates response objects coming from service provider functions into HTTP responses.
+- Our [protocol parser](https://github.com/localstack/localstack/blob/main/localstack-core/localstack/aws/protocol/parser.py) translates AWS HTTP requests into objects that can be used to call the respective function of the service provider.
+- Our [protocol serializer](https://github.com/localstack/localstack/blob/main/localstack-core/localstack/aws/protocol/serializer.py) translates response objects coming from service provider functions into HTTP responses.
 
 ## Service
 
@@ -85,13 +85,13 @@ Sometimes we also use `moto` code directly, for example importing and accessing
 
 ## `@patch`
 
-[The patch utility](https://github.com/localstack/localstack/blob/master/localstack-core/localstack/utils/patch.py) enables easy [monkey patching](https://en.wikipedia.org/wiki/Monkey_patch) of external functionality. We often use this to modify internal moto functionality. Sometimes it is easier to patch internals than to wrap the entire API method with the custom functionality.
+[The patch utility](https://github.com/localstack/localstack/blob/main/localstack-core/localstack/utils/patch.py) enables easy [monkey patching](https://en.wikipedia.org/wiki/Monkey_patch) of external functionality. We often use this to modify internal moto functionality. Sometimes it is easier to patch internals than to wrap the entire API method with the custom functionality.
 
 ### Server
 
-[Server](<https://github.com/localstack/localstack/blob/master/localstack-core/localstack/utils/serving.py>) is an abstract class that provides a basis for serving other backends that run in a separate process. For example, our Kinesis implementation uses [kinesis-mock](https://github.com/etspaceman/kinesis-mock/) as a backend that implements the Kinesis AWS API and also emulates its behavior. 
+[Server](<https://github.com/localstack/localstack/blob/main/localstack-core/localstack/utils/serving.py>) is an abstract class that provides a basis for serving other backends that run in a separate process. For example, our Kinesis implementation uses [kinesis-mock](https://github.com/etspaceman/kinesis-mock/) as a backend that implements the Kinesis AWS API and also emulates its behavior.
 
-The provider [starts the kinesis-mock binary in a `Server`](https://github.com/localstack/localstack/blob/2e1e8b4e3e98965a7e99cd58ccdeaa6350a2a414/localstack/services/kinesis/kinesis_mock_server.py), and then forwards all incoming requests to it using `forward_request`. This is a similar construct to `call_moto`, only generalized to arbitrary HTTP AWS backends. 
+The provider [starts the kinesis-mock binary in a `Server`](https://github.com/localstack/localstack/blob/2e1e8b4e3e98965a7e99cd58ccdeaa6350a2a414/localstack/services/kinesis/kinesis_mock_server.py), and then forwards all incoming requests to it using `forward_request`. This is a similar construct to `call_moto`, only generalized to arbitrary HTTP AWS backends.
 
 A server is reachable through some URL (not necessarily HTTP), and the abstract class implements the lifecycle of the process (start, stop, is_started, is_running, etc). To create a new server, you only need to overwrite either `do_run`, or `do_start_thread`, with custom logic to start the binary.
 
@@ -99,7 +99,7 @@ There are some existing useful utilities and specializations of `Server` which c
 
 ### External service ports
 
-Some services create additional user-facing resources. For example, the RDS service starts a PostgreSQL server, and the ElastiCache service starts a Redis server, that users then directly connect to. 
+Some services create additional user-facing resources. For example, the RDS service starts a PostgreSQL server, and the ElastiCache service starts a Redis server, that users then directly connect to.
 
 These resources are not hidden behind the service API, and need to be exposed through an available network port. This is what the [external service port range](https://docs.localstack.cloud/references/external-ports/) is for. We expose this port range by default in the docker-compose template, or via the CLI.
 
@@ -214,7 +214,7 @@ The `static_libs` directory should not be modified at container runtime, as it w
 This is the default target if a package is installed in the aforementioned way via `python -m localstack.cli.lpm install`.
 
 `var_libs` is the main and default location used for packages installed at runtime.
-When starting the docker container, a host-volume is mounted at `var_libs`. 
+When starting the docker container, a host-volume is mounted at `var_libs`.
 The content of the directory will persist across multiple containers.
 
 ### Installation life-cycle
@@ -237,7 +237,7 @@ For help with the specific commands, use `python -m localstack.cli.lpm <command>
 
 The codebase contains a wealth of utility functions for various common tasks like handling strings, JSON/XML, threads/processes, collections, date/time conversions, and much more.
 
-The utilities are grouped into multiple util modules inside the [localstack.utils](<https://github.com/localstack/localstack/tree/master/localstack-core/localstack/utils>) package. Some of the most commonly used utils modules include:
+The utilities are grouped into multiple util modules inside the [localstack.utils](<https://github.com/localstack/localstack/tree/main/localstack-core/localstack/utils>) package. Some of the most commonly used utils modules include:
 
 -   `.files` - file handling utilities (e.g., `load_file`, `save_file`, or `mkdir`)
 -   `.json` - handle JSON content (e.g., `json_safe`, or `canonical_json`)
diff --git a/docs/testing/integration-tests/README.md b/docs/testing/integration-tests/README.md
index 99e2f40795d58..59c0bd070babe 100644
--- a/docs/testing/integration-tests/README.md
+++ b/docs/testing/integration-tests/README.md
@@ -1,6 +1,6 @@
 # Integration tests
 
-LocalStack has an extensive set of [integration tests](https://github.com/localstack/localstack/tree/master/tests/integration). This document describes how to run and write integration tests.
+LocalStack has an extensive set of [integration tests](https://github.com/localstack/localstack/tree/main/tests/integration). This document describes how to run and write integration tests.
 
 ## Writing integration tests
 
@@ -72,7 +72,7 @@ def test_something_on_multiple_buckets(s3_create_bucket):
   # both buckets will be deleted after the test returns
 ```
 
-You can find the list of available fixtures in the [fixtures.py](https://github.com/localstack/localstack/blob/master/localstack-core/localstack/testing/pytest/fixtures.py) file.
+You can find the list of available fixtures in the [fixtures.py](https://github.com/localstack/localstack/blob/main/localstack-core/localstack/testing/pytest/fixtures.py) file.
 
 
 ## Running the test suite
@@ -99,7 +99,7 @@ TEST_PATH="tests/integration/docker_utils/test_docker.py::TestDockerClient" make
 
 ### Test against a running LocalStack instance
 
-When you run the integration tests, LocalStack is automatically started (via the pytest conftest mechanism in [tests/integration/conftest.py](https://github.com/localstack/localstack/blob/master/tests/integration/conftest.py)).
+When you run the integration tests, LocalStack is automatically started (via the pytest conftest mechanism in [tests/integration/conftest.py](https://github.com/localstack/localstack/blob/main/tests/integration/conftest.py)).
 You can disable this behavior by setting the environment variable `TEST_SKIP_LOCALSTACK_START=1`.
 
 ### Test against Amazon Web Services
diff --git a/docs/testing/parity-testing/README.md b/docs/testing/parity-testing/README.md
index 9127dc5794b45..65e9588ce3a64 100644
--- a/docs/testing/parity-testing/README.md
+++ b/docs/testing/parity-testing/README.md
@@ -85,7 +85,7 @@ The `snapshot` fixture uses some basic transformations by default, including:
 APIs for one service often require similar transformations. Therefore, we introduced some utilities that collect common transformations grouped by service.
 
 Ideally, the service-transformation already includes every transformation that is required.
-The [TransformerUtility](https://github.com/localstack/localstack/blob/master/localstack-core/localstack/testing/snapshots/transformer_utility.py) already provides some collections of transformers for specific service APIs.
+The [TransformerUtility](https://github.com/localstack/localstack/blob/main/localstack-core/localstack/testing/snapshots/transformer_utility.py) already provides some collections of transformers for specific service APIs.
 
 For example, to add common transformers for lambda, you can use: `snapshot.add_transformer(snapshot.transform.lambda_api()`.
 
@@ -97,7 +97,7 @@ The Parity testing framework currently includes some basic transformer types:
 -   `JsonPathTransformer` replaces the JSON path value directly, or by reference. [jsonpath-ng](https://pypi.org/project/jsonpath-ng/) is used for the JSON path evaluation.
 -   `RegexTransformer` replaces the regex pattern globally. Please be aware that this will be applied on the json-string. The JSON will be transformed into a string, and the replacement happens globally - use it with care.
 
-Hint: There are also some simplified transformers in [TransformerUtility](https://github.com/localstack/localstack/blob/master/localstack-core/localstack/testing/snapshots/transformer_utility.py).
+Hint: There are also some simplified transformers in [TransformerUtility](https://github.com/localstack/localstack/blob/main/localstack-core/localstack/testing/snapshots/transformer_utility.py).
 
 ### Examples
 
diff --git a/docs/testing/test-types/README.md b/docs/testing/test-types/README.md
index 2cf9a8ca9a168..140cb2fb0865d 100644
--- a/docs/testing/test-types/README.md
+++ b/docs/testing/test-types/README.md
@@ -7,7 +7,7 @@ In the LocalStack codebase we differentiate between the following test types:
 - Integration Tests
 
 Depending on the workflow and its trigger not all of those tests are executed at once.
-For ordinary pushes to `master` we only want to execute the Unit and Acceptance tests.
+For ordinary pushes to `main` we only want to execute the Unit and Acceptance tests.
 On a regular schedule, however, we want to execute all tests to have as big of a coverage of our logic as possible.
 This differentiation also educates what we expect from the different types of tests.
 
@@ -19,18 +19,18 @@ These tests should be able to complete their execution very quickly, so they nev
 If you need some kind of waiting mechanism in your unit test, it is most likely that you are not writing a unit test.
 
 A good example for a unit test is `tests.unit.testing.testselection.test_matching.test_service_dependency_resolving_with_dependencies`.
-It tests whether an algorithm implemented inside of a bigger implementation performs as it is expected of it. 
+It tests whether an algorithm implemented inside of a bigger implementation performs as it is expected of it.
 
 ## Acceptance tests
 
-We use acceptance tests to gain a quick understanding of whether the recently pushed commit to `master` fulfils minimally viable quality criteria.
+We use acceptance tests to gain a quick understanding of whether the recently pushed commit to `main` fulfils minimally viable quality criteria.
 This means that these tests do not aim at maximum coverage but instead should test that the most important functionality works.
 This in general is the entire serving infrastructure and the main features of the most used services.
 
 As these tests are executed very often we need them to be as stable, fast and relevant as possible.
 We ensure this by the following criteria:
 
-- It shows some kind of real-world usage. This is usually a scenario or architectural pattern with multiple services. 
+- It shows some kind of real-world usage. This is usually a scenario or architectural pattern with multiple services.
     - When composing these scenarios, the services should not overlap too much with already existing acceptance tests. We want to avoid redundancy where possible. At the same time we want to have our primary services and typical use-cases being covered.
     - Existing samples (from [our samples organization](https://github.com/localstack-samples)) might serve as a starting point for constructing such a scenario.
     However, keep in mind that we want to use many interacting resources in these tests, so the samples might need further expansion.
diff --git a/localstack-core/localstack/dev/kubernetes/__main__.py b/localstack-core/localstack/dev/kubernetes/__main__.py
index 8935027298ef0..646dd556c2760 100644
--- a/localstack-core/localstack/dev/kubernetes/__main__.py
+++ b/localstack-core/localstack/dev/kubernetes/__main__.py
@@ -23,7 +23,7 @@ def generate_mount_points(
     # host paths
     root_path = os.path.join(os.path.dirname(__file__), "..", "..", "..", "..")
     localstack_code_path = os.path.join(root_path, "localstack-core", "localstack")
-    pro_path = os.path.join(root_path, "..", "localstack-ext")
+    pro_path = os.path.join(root_path, "..", "localstack-pro")
 
     # container paths
     target_path = "/opt/code/localstack/"
diff --git a/localstack-core/localstack/dev/run/__main__.py b/localstack-core/localstack/dev/run/__main__.py
index 39ab236c9e3c2..35cf02b953f8d 100644
--- a/localstack-core/localstack/dev/run/__main__.py
+++ b/localstack-core/localstack/dev/run/__main__.py
@@ -66,7 +66,7 @@
     "--mount-source/--no-mount-source",
     is_flag=True,
     default=True,
-    help="Mount source files from localstack and localstack-ext. Use --local-packages for optional dependencies such as moto.",
+    help="Mount source files from localstack and localstack-pro. Use --local-packages for optional dependencies such as moto.",
 )
 @click.option(
     "--mount-dependencies/--no-mount-dependencies",
@@ -143,7 +143,7 @@ def run(
 ):
     """
     A tool for localstack developers to start localstack containers. Run this in your localstack or
-    localstack-ext source tree to mount local source files or dependencies into the container.
+    localstack-pro source tree to mount local source files or dependencies into the container.
     Here are some examples::
 
     \b
@@ -153,7 +153,7 @@ def run(
 
     Explanations and more examples:
 
-    Start a normal container localstack container. If you run this from the localstack-ext repo,
+    Start a normal container localstack container. If you run this from the localstack-pro repo,
     it will start localstack-pro::
 
         python -m localstack.dev.run
@@ -191,7 +191,7 @@ def run(
             -v $PWD/tests:/opt/code/localstack/tests \\
             -- .venv/bin/python -m pytest tests/unit/http_/
 
-    The script generally assumes that you are executing in either localstack or localstack-ext source
+    The script generally assumes that you are executing in either localstack or localstack-pro source
     repositories that are organized like this::
 
     \b
@@ -204,7 +204,7 @@ def run(
         │   ├── pyproject.toml
         │   ├── tests
         │   └── ...
-        ├── localstack-ext                   <- or execute script in here
+        ├── localstack-pro                   <- or execute script in here
         │   ├── ...
         │   ├── localstack-pro-core
         │   │   ├── localstack
@@ -254,7 +254,7 @@ def run(
 
         # auto-set pro flag
         if pro is None:
-            if os.getcwd().endswith("localstack-ext"):
+            if os.getcwd().endswith("localstack-pro"):
                 pro = True
             else:
                 pro = False
diff --git a/localstack-core/localstack/dev/run/configurators.py b/localstack-core/localstack/dev/run/configurators.py
index 4f1b9e3e29cde..1dc0f3b8697c0 100644
--- a/localstack-core/localstack/dev/run/configurators.py
+++ b/localstack-core/localstack/dev/run/configurators.py
@@ -189,8 +189,8 @@ class EntryPointMountConfigurator:
     """
     Mounts ``entry_points.txt`` files of localstack and dependencies into the venv in the container.
 
-    For example, when starting the pro container, the entrypoints of localstack-ext on the host would be in
-    ``~/workspace/localstack-ext/localstack-pro-core/localstack_ext.egg-info/entry_points.txt``
+    For example, when starting the pro container, the entrypoints of localstack-pro on the host would be in
+    ``~/workspace/localstack-pro/localstack-pro-core/localstack_ext.egg-info/entry_points.txt``
     which needs to be mounted into the distribution info of the installed dependency within the container:
     ``/opt/code/localstack/.venv/.../site-packages/localstack_ext-2.1.0.dev0.dist-info/entry_points.txt``.
     """
diff --git a/localstack-core/localstack/dev/run/paths.py b/localstack-core/localstack/dev/run/paths.py
index b1fe9a95f24fd..963a03cdbcdee 100644
--- a/localstack-core/localstack/dev/run/paths.py
+++ b/localstack-core/localstack/dev/run/paths.py
@@ -8,7 +8,7 @@
 class HostPaths:
     workspace_dir: Path
     """We assume all repositories live in a workspace directory, e.g., ``~/workspace/ls/localstack``,
-    ``~/workspace/ls/localstack-ext``, ..."""
+    ``~/workspace/ls/localstack-pro``, ..."""
 
     localstack_project_dir: Path
     localstack_pro_project_dir: Path
@@ -26,7 +26,7 @@ def __init__(
     ):
         self.workspace_dir = Path(workspace_dir or os.path.abspath(os.path.join(os.getcwd(), "..")))
         self.localstack_project_dir = self.workspace_dir / "localstack"
-        self.localstack_pro_project_dir = self.workspace_dir / "localstack-ext"
+        self.localstack_pro_project_dir = self.workspace_dir / "localstack-pro"
         self.moto_project_dir = self.workspace_dir / "moto"
         self.postgresql_proxy = self.workspace_dir / "postgresql-proxy"
         self.rolo_dir = self.workspace_dir / "rolo"
diff --git a/localstack-core/localstack/services/cloudformation/scaffolding/__main__.py b/localstack-core/localstack/services/cloudformation/scaffolding/__main__.py
index d6eb97f8dbbf1..531eff44d611b 100644
--- a/localstack-core/localstack/services/cloudformation/scaffolding/__main__.py
+++ b/localstack-core/localstack/services/cloudformation/scaffolding/__main__.py
@@ -140,7 +140,7 @@ def schema(self, resource_name: ResourceName) -> ResourceSchema:
 
 
 LOCALSTACK_ROOT_DIR = Path(__file__).parent.joinpath("../../../../..").resolve()
-LOCALSTACK_PRO_ROOT_DIR = LOCALSTACK_ROOT_DIR.joinpath("../localstack-ext").resolve()
+LOCALSTACK_PRO_ROOT_DIR = LOCALSTACK_ROOT_DIR.joinpath("../localstack-pro").resolve()
 TESTS_ROOT_DIR = LOCALSTACK_ROOT_DIR.joinpath(
     "tests/aws/services/cloudformation/resource_providers"
 )
diff --git a/scripts/tinybird/retrieve_legacy_data_from_circleci.py b/scripts/tinybird/retrieve_legacy_data_from_circleci.py
index acaefd0f1e166..45d63de807981 100644
--- a/scripts/tinybird/retrieve_legacy_data_from_circleci.py
+++ b/scripts/tinybird/retrieve_legacy_data_from_circleci.py
@@ -1,6 +1,6 @@
 """Helper script to retrieve historical data and load into tinybird parity dashboard
 
-The script is intended to be run locally. It was executed once, to retrieve the data from the past successful master builds
+The script is intended to be run locally. It was executed once, to retrieve the data from the past successful main builds
 in order to get more data into the parity dashboard for a hackathon project.
 
 """
@@ -17,7 +17,7 @@
 )
 
 PROJECT_SLUG = "github/localstack/localstack"
-MASTER_BRANCH = "master"
+MASTER_BRANCH = "main"
 
 
 def send_request_to_connection(conn, url):
@@ -48,7 +48,7 @@ def extract_artifacts_url_for_path(artifacts, path):
 
 def collect_workflows_past_30_days():
     """
-    Retrieves the workflows run from the past 30 days from circecli on 'master' branch,
+    Retrieves the workflows run from the past 30 days from circecli on 'main' branch,
     and retrieves the artifacts for each successful workflow run, that are collected in the 'report' job.
     The artifacts for coverage implementation, and raw-data collection are downloaded, and then processed and sent to
     tinybird backend.
@@ -147,7 +147,7 @@ def collect_workflows_past_30_days():
             "3c9c12e5-0fe7-4b1a-b224-7570808f8e19",
         ]
         # TODO check "next_page_token"
-        #  -> wasn't required for the initial run, as on master everything was on one page for the past 30 days
+        #  -> wasn't required for the initial run, as on main everything was on one page for the past 30 days
         workflows = json.loads(data.decode("utf-8"))
         count = 0
         for item in workflows.get("items"):
@@ -189,10 +189,12 @@ def collect_workflows_past_30_days():
 
                 # extract the required urls for metric-data-raw, and coverage data for community/pro
                 metric_data_url = extract_artifacts_url_for_path(
-                    artifacts=artifacts, path="parity_metrics/metric-report-raw-data-all"
+                    artifacts=artifacts,
+                    path="parity_metrics/metric-report-raw-data-all",
                 )
                 community_cov_url = extract_artifacts_url_for_path(
-                    artifacts=artifacts, path="community/implementation_coverage_full.csv"
+                    artifacts=artifacts,
+                    path="community/implementation_coverage_full.csv",
                 )
                 pro_cov_url = extract_artifacts_url_for_path(
                     artifacts=artifacts, path="pro/implementation_coverage_full.csv"
@@ -224,7 +226,9 @@ def collect_workflows_past_30_days():
 
                 # trigger the tinybird_upload
                 send_metric_report(
-                    metric_report_file_path, source_type="community", timestamp=timestamp
+                    metric_report_file_path,
+                    source_type="community",
+                    timestamp=timestamp,
                 )
                 send_implemented_coverage(
                     community_coverage_file_path, timestamp=timestamp, type="community"
diff --git a/scripts/tinybird/upload_raw_test_metrics_and_coverage.py b/scripts/tinybird/upload_raw_test_metrics_and_coverage.py
index 3fdaf3878206f..dc578f4b2427c 100644
--- a/scripts/tinybird/upload_raw_test_metrics_and_coverage.py
+++ b/scripts/tinybird/upload_raw_test_metrics_and_coverage.py
@@ -140,7 +140,7 @@ def send_metadata_for_build(build_id: str, timestamp: str):
     CIRCLE_WORKFLOW_ID=b86a4bc4-bcd1-4170-94d6-4af66846c1c1
 
     GitHub env examples:
-    GITHUB_REF=ref/heads/master or ref/pull/<pr_number>/merge (will be used for 'pull_requests')
+    GITHUB_REF=ref/heads/main or ref/pull/<pr_number>/merge (will be used for 'pull_requests')
     GITHUB_HEAD_REF=tinybird_data (used for 'branch', set only for pull_requests)
     GITHUB_REF_NAME=feature-branch-1 (will be used for 'branch' if GITHUB_HEAD_REF is not set)
     GITHUB_RUN_ID=1658821493 (will be used for 'workflow_id')

From 7720cc4f35705805c2f91172f5041429341c2714 Mon Sep 17 00:00:00 2001
From: Silvio Vasiljevic <silvio.vasiljevic@gmail.com>
Date: Wed, 16 Jul 2025 17:22:32 +0200
Subject: [PATCH 002/697] Pin aws cli version instead of having a lower bound
 (#12867)

Co-authored-by: Alex Rashed <2796604+alexrashed@users.noreply.github.com>
---
 .github/workflows/asf-updates.yml | 22 +++++++++++++++++-----
 1 file changed, 17 insertions(+), 5 deletions(-)

diff --git a/.github/workflows/asf-updates.yml b/.github/workflows/asf-updates.yml
index a76c438c30d3e..8185827abb111 100644
--- a/.github/workflows/asf-updates.yml
+++ b/.github/workflows/asf-updates.yml
@@ -26,7 +26,7 @@ jobs:
           python-version: '3.11'
 
       - name: Install release helper dependencies
-        run: pip install --upgrade setuptools setuptools_scm
+        run: pip install --upgrade setuptools setuptools_scm uv
 
       - name: Cache LocalStack community dependencies (venv)
         uses: actions/cache@v4
@@ -80,13 +80,25 @@ jobs:
           bin/release-helper.sh set-dep-ver botocore "==$BOTOCORE_VERSION"
           bin/release-helper.sh set-dep-ver boto3 "==$BOTOCORE_VERSION"
 
+          # determine awscli version that works with $BOTOCORE_VERSION
+          uv venv /tmp/awscli-ver-venv
+          source /tmp/awscli-ver-venv/bin/activate
+          uv pip install "botocore==$BOTOCORE_VERSION" awscli
+          export AWSCLI_VERSION=$(uv pip list --format=json | jq -r '.[] | select(.name=="awscli") | .version')
+          deactivate
+
+          # pin awscli to that predetermined version
+          source .venv/bin/activate
+          echo "Pinning awscli to version $AWSCLI_VERSION"
+          bin/release-helper.sh set-dep-ver awscli "==$AWSCLI_VERSION"
+
           # upgrade the requirements files only for the botocore package
           pip install pip-tools
           pip-compile --strip-extras --upgrade-package "botocore==$BOTOCORE_VERSION" --upgrade-package "boto3==$BOTOCORE_VERSION" --extra base-runtime -o requirements-base-runtime.txt pyproject.toml
-          pip-compile --strip-extras --upgrade-package "botocore==$BOTOCORE_VERSION" --upgrade-package "boto3==$BOTOCORE_VERSION" --upgrade-package "awscli" --extra runtime -o requirements-runtime.txt pyproject.toml
-          pip-compile --strip-extras --upgrade-package "botocore==$BOTOCORE_VERSION" --upgrade-package "boto3==$BOTOCORE_VERSION" --upgrade-package "awscli" --extra test -o requirements-test.txt pyproject.toml
-          pip-compile --strip-extras --upgrade-package "botocore==$BOTOCORE_VERSION" --upgrade-package "boto3==$BOTOCORE_VERSION" --upgrade-package "awscli" --extra dev -o requirements-dev.txt pyproject.toml
-          pip-compile --strip-extras --upgrade-package "botocore==$BOTOCORE_VERSION" --upgrade-package "boto3==$BOTOCORE_VERSION" --upgrade-package "awscli" --extra typehint -o requirements-typehint.txt pyproject.toml
+          pip-compile --strip-extras --upgrade-package "botocore==$BOTOCORE_VERSION" --upgrade-package "boto3==$BOTOCORE_VERSION" --upgrade-package "awscli==$AWSCLI_VERSION" --extra runtime -o requirements-runtime.txt pyproject.toml
+          pip-compile --strip-extras --upgrade-package "botocore==$BOTOCORE_VERSION" --upgrade-package "boto3==$BOTOCORE_VERSION" --upgrade-package "awscli==$AWSCLI_VERSION" --extra test -o requirements-test.txt pyproject.toml
+          pip-compile --strip-extras --upgrade-package "botocore==$BOTOCORE_VERSION" --upgrade-package "boto3==$BOTOCORE_VERSION" --upgrade-package "awscli==$AWSCLI_VERSION" --extra dev -o requirements-dev.txt pyproject.toml
+          pip-compile --strip-extras --upgrade-package "botocore==$BOTOCORE_VERSION" --upgrade-package "boto3==$BOTOCORE_VERSION" --upgrade-package "awscli==$AWSCLI_VERSION" --extra typehint -o requirements-typehint.txt pyproject.toml
 
       - name: Read PR markdown template
         if: ${{ success() && steps.check-for-changes.outputs.diff-count != '0' && steps.check-for-changes.outputs.diff-count != '' }}

From 3a47a8f1081d6eeee7758f536a06cf56e4434707 Mon Sep 17 00:00:00 2001
From: Alex Rashed <2796604+alexrashed@users.noreply.github.com>
Date: Thu, 17 Jul 2025 12:48:30 +0200
Subject: [PATCH 003/697] cleanup missed references to old naming (#12869)

---
 ...o-major-master.yml => pr-enforce-no-major-main.yml} |  0
 ...r-master.yml => pr-enforce-no-major-minor-main.yml} |  0
 .github/workflows/tests-pro-integration.yml            | 10 +++++-----
 localstack-core/localstack/cli/localstack.py           |  8 ++++----
 4 files changed, 9 insertions(+), 9 deletions(-)
 rename .github/workflows/{pr-enforce-no-major-master.yml => pr-enforce-no-major-main.yml} (100%)
 rename .github/workflows/{pr-enforce-no-major-minor-master.yml => pr-enforce-no-major-minor-main.yml} (100%)

diff --git a/.github/workflows/pr-enforce-no-major-master.yml b/.github/workflows/pr-enforce-no-major-main.yml
similarity index 100%
rename from .github/workflows/pr-enforce-no-major-master.yml
rename to .github/workflows/pr-enforce-no-major-main.yml
diff --git a/.github/workflows/pr-enforce-no-major-minor-master.yml b/.github/workflows/pr-enforce-no-major-minor-main.yml
similarity index 100%
rename from .github/workflows/pr-enforce-no-major-minor-master.yml
rename to .github/workflows/pr-enforce-no-major-minor-main.yml
diff --git a/.github/workflows/tests-pro-integration.yml b/.github/workflows/tests-pro-integration.yml
index 674105fde4791..92e8eb09e8d57 100644
--- a/.github/workflows/tests-pro-integration.yml
+++ b/.github/workflows/tests-pro-integration.yml
@@ -181,15 +181,15 @@ jobs:
             }
 
             if (ref == DEFAULT_REF) {
-              console.log("Current ref is default ref. Using the same for ext repo: ", DEFAULT_REF)
+              console.log("Current ref is default ref. Using the same for pro repo: ", DEFAULT_REF)
               return DEFAULT_REF
             }
 
             if (await isCompanionRefExisting(ref)) {
-              console.log("Using companion ref in ext repo: ", ref)
+              console.log("Using companion ref in pro repo: ", ref)
               return ref
             } else if (baseRef && baseRef != DEFAULT_REF && (await isCompanionRefExisting(baseRef))) {
-              console.log("Using PR base companion ref in ext repo: ", baseRef)
+              console.log("Using PR base companion ref in pro repo: ", baseRef)
               return baseRef
             }
 
@@ -232,7 +232,7 @@ jobs:
           sudo apt-get update
           sudo apt-get install -y --allow-downgrades libsnappy-dev jq libvirt-dev
 
-      - name: Cache Ext Dependencies (venv)
+      - name: Cache Pro Dependencies (venv)
         if: inputs.disableCaching != true
         uses: actions/cache@v4
         with:
@@ -243,7 +243,7 @@ jobs:
           restore-keys: |
             community-it-${{ runner.os }}-python-${{ steps.setup-python.outputs.python-version }}-venv-${{ hashFiles('localstack-pro/localstack-pro-core/requirements-test.txt') }}-refs/heads/main
 
-      - name: Cache Ext Dependencies (libs)
+      - name: Cache Pro Dependencies (libs)
         if: inputs.disableCaching != true
         uses: actions/cache@v4
         with:
diff --git a/localstack-core/localstack/cli/localstack.py b/localstack-core/localstack/cli/localstack.py
index 016834b3e21b3..5cf31d8897b17 100644
--- a/localstack-core/localstack/cli/localstack.py
+++ b/localstack-core/localstack/cli/localstack.py
@@ -209,12 +209,12 @@ def cmd_config_show(format_: str) -> None:
     assert config
 
     try:
-        # only load the ext config if it's available
-        from localstack.pro.core import config as ext_config
+        # only load the pro config if it's available
+        from localstack.pro.core import config as pro_config
 
-        assert ext_config
+        assert pro_config
     except ImportError:
-        # the ext package is not available
+        # the pro package is not available
         return None
 
     if format_ == "table":

From 04aa2bc77e28a1c49c5331ac7d174cee36313a9a Mon Sep 17 00:00:00 2001
From: Marco Edoardo Palma <64580864+MEPalma@users.noreply.github.com>
Date: Thu, 17 Jul 2025 13:59:33 +0200
Subject: [PATCH 004/697] LDM as provisioner of debug-enabled containers
 (#12851)

---
 .../esm_worker_factory.py                     |  10 +-
 .../services/lambda_/invocation/assignment.py |  24 +-
 .../lambda_/invocation/counting_service.py    |  21 -
 .../invocation/docker_runtime_executor.py     |   9 +-
 .../invocation/execution_environment.py       |  19 +-
 .../lambda_/invocation/executor_endpoint.py   |   8 +-
 .../lambda_/invocation/lambda_models.py       |   1 +
 .../lambda_/invocation/lambda_service.py      |   3 +
 .../lambda_/invocation/version_manager.py     |  25 ++
 .../lambda_}/lambda_debug_mode/__init__.py    |   0
 .../services/lambda_/lambda_debug_mode/ldm.py | 375 ++++++++++++++++++
 .../lambda_debug_mode/ldm_config_file.py      | 178 +++++++++
 .../lambda_/lambda_debug_mode/ldm_types.py    |  11 +
 .../lambda_/lambda_debug_mode/ldm_utils.py    |  43 ++
 .../localstack/services/lambda_/provider.py   |  28 +-
 .../lambda_debug_mode/lambda_debug_mode.py    |  41 --
 .../lambda_debug_mode_config.py               | 230 -----------
 .../lambda_debug_mode_session.py              | 175 --------
 .../lambda_debug_mode/test_config_parsing.py  |  10 +-
 19 files changed, 670 insertions(+), 541 deletions(-)
 rename localstack-core/localstack/{utils => services/lambda_}/lambda_debug_mode/__init__.py (100%)
 create mode 100644 localstack-core/localstack/services/lambda_/lambda_debug_mode/ldm.py
 create mode 100644 localstack-core/localstack/services/lambda_/lambda_debug_mode/ldm_config_file.py
 create mode 100644 localstack-core/localstack/services/lambda_/lambda_debug_mode/ldm_types.py
 create mode 100644 localstack-core/localstack/services/lambda_/lambda_debug_mode/ldm_utils.py
 delete mode 100644 localstack-core/localstack/utils/lambda_debug_mode/lambda_debug_mode.py
 delete mode 100644 localstack-core/localstack/utils/lambda_debug_mode/lambda_debug_mode_config.py
 delete mode 100644 localstack-core/localstack/utils/lambda_debug_mode/lambda_debug_mode_session.py

diff --git a/localstack-core/localstack/services/lambda_/event_source_mapping/esm_worker_factory.py b/localstack-core/localstack/services/lambda_/event_source_mapping/esm_worker_factory.py
index 0bf30dfb15d79..6585d04d3faa8 100644
--- a/localstack-core/localstack/services/lambda_/event_source_mapping/esm_worker_factory.py
+++ b/localstack-core/localstack/services/lambda_/event_source_mapping/esm_worker_factory.py
@@ -37,12 +37,12 @@
     SqsPoller,
 )
 from localstack.services.lambda_.event_source_mapping.senders.lambda_sender import LambdaSender
-from localstack.utils.aws.arns import parse_arn
-from localstack.utils.aws.client_types import ServicePrincipal
-from localstack.utils.lambda_debug_mode.lambda_debug_mode import (
+from localstack.services.lambda_.lambda_debug_mode.ldm import (
     DEFAULT_LAMBDA_DEBUG_MODE_TIMEOUT_SECONDS,
-    is_lambda_debug_mode,
+    LDM,
 )
+from localstack.utils.aws.arns import parse_arn
+from localstack.utils.aws.client_types import ServicePrincipal
 
 
 class PollerHolder:
@@ -65,7 +65,7 @@ def get_esm_worker(self) -> EsmWorker:
         # Sender (always Lambda)
         function_arn = self.esm_config["FunctionArn"]
 
-        if is_lambda_debug_mode():
+        if LDM.is_enabled():
             timeout_seconds = DEFAULT_LAMBDA_DEBUG_MODE_TIMEOUT_SECONDS
         else:
             # 900s is the maximum amount of time a Lambda can run for.
diff --git a/localstack-core/localstack/services/lambda_/invocation/assignment.py b/localstack-core/localstack/services/lambda_/invocation/assignment.py
index 39f4d04383e26..216aaeb1a143c 100644
--- a/localstack-core/localstack/services/lambda_/invocation/assignment.py
+++ b/localstack-core/localstack/services/lambda_/invocation/assignment.py
@@ -15,10 +15,6 @@
     InitializationType,
     OtherServiceEndpoint,
 )
-from localstack.utils.lambda_debug_mode.lambda_debug_mode import (
-    is_lambda_debug_enabled_for,
-    is_lambda_debug_timeout_enabled_for,
-)
 
 LOG = logging.getLogger(__name__)
 
@@ -79,10 +75,7 @@ def get_environment(
 
         try:
             yield execution_environment
-            if is_lambda_debug_timeout_enabled_for(lambda_arn=function_version.qualified_arn):
-                self.stop_environment(execution_environment)
-            else:
-                execution_environment.release()
+            execution_environment.release()
         except InvalidStatusException as invalid_e:
             LOG.error("InvalidStatusException: %s", invalid_e)
         except Exception as e:
@@ -143,21 +136,6 @@ def scale_provisioned_concurrency(
         function_version: FunctionVersion,
         target_provisioned_environments: int,
     ) -> list[Future[None]]:
-        # Enforce a single environment per lambda version if this is a target
-        # of an active Lambda Debug Mode.
-        qualified_lambda_version_arn = function_version.qualified_arn
-        if (
-            is_lambda_debug_enabled_for(qualified_lambda_version_arn)
-            and target_provisioned_environments > 0
-        ):
-            LOG.warning(
-                "Environments for '%s' enforced to '1' by Lambda Debug Mode, "
-                "configurations will continue to report the set value '%s'",
-                qualified_lambda_version_arn,
-                target_provisioned_environments,
-            )
-            target_provisioned_environments = 1
-
         current_provisioned_environments = [
             e
             for e in self.environments[version_manager_id].values()
diff --git a/localstack-core/localstack/services/lambda_/invocation/counting_service.py b/localstack-core/localstack/services/lambda_/invocation/counting_service.py
index 3c7024288a305..8887172c99e97 100644
--- a/localstack-core/localstack/services/lambda_/invocation/counting_service.py
+++ b/localstack-core/localstack/services/lambda_/invocation/counting_service.py
@@ -11,9 +11,6 @@
     InitializationType,
 )
 from localstack.services.lambda_.invocation.models import lambda_stores
-from localstack.utils.lambda_debug_mode.lambda_debug_mode import (
-    is_lambda_debug_enabled_for,
-)
 
 LOG = logging.getLogger(__name__)
 
@@ -130,24 +127,6 @@ def get_invocation_lease(
         unqualified_function_arn = function_version.id.unqualified_arn()
         qualified_arn = function_version.id.qualified_arn()
 
-        # Enforce one lease per ARN if the global flag is set
-        if is_lambda_debug_enabled_for(qualified_arn):
-            with provisioned_tracker.lock, on_demand_tracker.lock:
-                on_demand_executions: int = on_demand_tracker.concurrent_executions[
-                    unqualified_function_arn
-                ]
-                provisioned_executions = provisioned_tracker.concurrent_executions[qualified_arn]
-                if on_demand_executions or provisioned_executions:
-                    LOG.warning(
-                        "Concurrent lambda invocations disabled for '%s' by Lambda Debug Mode",
-                        qualified_arn,
-                    )
-                    raise TooManyRequestsException(
-                        "Rate Exceeded.",
-                        Reason="SingleLeaseEnforcement",
-                        Type="User",
-                    )
-
         lease_type = None
         # HACK: skip reserved and provisioned concurrency if function not available (e.g., in Lambda@Edge)
         if function is not None:
diff --git a/localstack-core/localstack/services/lambda_/invocation/docker_runtime_executor.py b/localstack-core/localstack/services/lambda_/invocation/docker_runtime_executor.py
index c67f39addb414..d40f4982674ad 100644
--- a/localstack-core/localstack/services/lambda_/invocation/docker_runtime_executor.py
+++ b/localstack-core/localstack/services/lambda_/invocation/docker_runtime_executor.py
@@ -23,6 +23,7 @@
     LambdaRuntimeException,
     RuntimeExecutor,
 )
+from localstack.services.lambda_.lambda_debug_mode.ldm import LDM_ENV_VAR_DEBUG_PORT
 from localstack.services.lambda_.lambda_utils import HINT_LOG
 from localstack.services.lambda_.networking import (
     get_all_container_networks_for_lambda,
@@ -43,7 +44,6 @@
 )
 from localstack.utils.docker_utils import DOCKER_CLIENT as CONTAINER_CLIENT
 from localstack.utils.files import chmod_r, rm_rf
-from localstack.utils.lambda_debug_mode.lambda_debug_mode import lambda_debug_port_for
 from localstack.utils.net import get_free_tcp_port
 from localstack.utils.strings import short_uid, truncate
 
@@ -321,9 +321,6 @@ def start(self, env_vars: dict[str, str]) -> None:
             platform=docker_platform(self.function_version.config.architectures[0]),
             additional_flags=config.LAMBDA_DOCKER_FLAGS,
         )
-        debug_port = lambda_debug_port_for(self.function_version.qualified_arn)
-        if debug_port is not None:
-            container_config.ports.add(debug_port, debug_port)
 
         if self.function_version.config.package_type == PackageType.Zip:
             if self.function_version.config.code.is_hot_reloading():
@@ -379,6 +376,10 @@ def start(self, env_vars: dict[str, str]) -> None:
                 container_config.ports = PortMappings()
             container_config.ports.add(config.LAMBDA_INIT_DELVE_PORT, config.LAMBDA_INIT_DELVE_PORT)
 
+        if ldm_debug_port := env_vars.get(LDM_ENV_VAR_DEBUG_PORT):
+            ldm_debug_port = int(ldm_debug_port)
+            container_config.ports.add(ldm_debug_port, ldm_debug_port)
+
         if (
             self.function_version.config.layers
             and not config.LAMBDA_PREBUILD_IMAGES
diff --git a/localstack-core/localstack/services/lambda_/invocation/execution_environment.py b/localstack-core/localstack/services/lambda_/invocation/execution_environment.py
index 139ec4d877fbe..ee5db4b0f5e93 100644
--- a/localstack-core/localstack/services/lambda_/invocation/execution_environment.py
+++ b/localstack-core/localstack/services/lambda_/invocation/execution_environment.py
@@ -20,10 +20,6 @@
     RuntimeExecutor,
     get_runtime_executor,
 )
-from localstack.utils.lambda_debug_mode.lambda_debug_mode import (
-    DEFAULT_LAMBDA_DEBUG_MODE_TIMEOUT_SECONDS,
-    is_lambda_debug_timeout_enabled_for,
-)
 from localstack.utils.strings import to_str
 from localstack.utils.xray.trace_header import TraceHeader
 
@@ -139,7 +135,7 @@ def get_environment_variables(self) -> Dict[str, str]:
             # AWS_LAMBDA_DOTNET_PREJIT
             "TZ": ":UTC",
             # 2) Public AWS RIE interface: https://github.com/aws/aws-lambda-runtime-interface-emulator
-            "AWS_LAMBDA_FUNCTION_TIMEOUT": self._get_execution_timeout_seconds(),
+            "AWS_LAMBDA_FUNCTION_TIMEOUT": self.function_version.config.timeout,
             # 3) Public LocalStack endpoint
             "LOCALSTACK_HOSTNAME": self.runtime_executor.get_endpoint_from_executor(),
             "EDGE_PORT": str(config.GATEWAY_LISTEN[0].port),
@@ -388,18 +384,5 @@ def get_credentials(self) -> Credentials:
             DurationSeconds=43200,
         )["Credentials"]
 
-    def _get_execution_timeout_seconds(self) -> int:
-        # Returns the timeout value in seconds to be enforced during the execution of the
-        # lambda function. This is the configured value or the DEBUG MODE default if this
-        # is enabled.
-        if is_lambda_debug_timeout_enabled_for(self.function_version.qualified_arn):
-            return DEFAULT_LAMBDA_DEBUG_MODE_TIMEOUT_SECONDS
-        return self.function_version.config.timeout
-
     def _get_startup_timeout_seconds(self) -> int:
-        # Returns the timeout value in seconds to be enforced during lambda container startups.
-        # This is the value defined through LAMBDA_RUNTIME_ENVIRONMENT_TIMEOUT or the LAMBDA
-        # DEBUG MODE default if this is enabled.
-        if is_lambda_debug_timeout_enabled_for(self.function_version.qualified_arn):
-            return DEFAULT_LAMBDA_DEBUG_MODE_TIMEOUT_SECONDS
         return STARTUP_TIMEOUT_SEC
diff --git a/localstack-core/localstack/services/lambda_/invocation/executor_endpoint.py b/localstack-core/localstack/services/lambda_/invocation/executor_endpoint.py
index eea6e0c77ebaa..e08b0329d37fe 100644
--- a/localstack-core/localstack/services/lambda_/invocation/executor_endpoint.py
+++ b/localstack-core/localstack/services/lambda_/invocation/executor_endpoint.py
@@ -11,11 +11,11 @@
 from localstack.http import Response, route
 from localstack.services.edge import ROUTER
 from localstack.services.lambda_.invocation.lambda_models import InvocationResult
-from localstack.utils.backoff import ExponentialBackoff
-from localstack.utils.lambda_debug_mode.lambda_debug_mode import (
+from localstack.services.lambda_.lambda_debug_mode.ldm import (
     DEFAULT_LAMBDA_DEBUG_MODE_TIMEOUT_SECONDS,
-    is_lambda_debug_mode,
+    LDM,
 )
+from localstack.utils.backoff import ExponentialBackoff
 from localstack.utils.objects import singleton_factory
 from localstack.utils.strings import to_str
 
@@ -209,7 +209,7 @@ def invoke(self, payload: Dict[str, str]) -> InvocationResult:
         # Note that if timeouts are enforced for the lambda function invoked at this endpoint
         # (this is needs to be configured in the Lambda Debug Mode Config file), the lambda
         # function will continue to enforce the expected timeouts.
-        if is_lambda_debug_mode():
+        if LDM.is_enabled():
             # The value is set to a default high value to ensure eventual termination.
             timeout_seconds = DEFAULT_LAMBDA_DEBUG_MODE_TIMEOUT_SECONDS
         else:
diff --git a/localstack-core/localstack/services/lambda_/invocation/lambda_models.py b/localstack-core/localstack/services/lambda_/invocation/lambda_models.py
index 0ce171cff6cc6..3d7171ca8ca16 100644
--- a/localstack-core/localstack/services/lambda_/invocation/lambda_models.py
+++ b/localstack-core/localstack/services/lambda_/invocation/lambda_models.py
@@ -66,6 +66,7 @@ class Invocation:
     # = invocation_id
     request_id: str
     trace_context: dict
+    user_agent: Optional[str] = None
 
 
 InitializationType = Literal["on-demand", "provisioned-concurrency"]
diff --git a/localstack-core/localstack/services/lambda_/invocation/lambda_service.py b/localstack-core/localstack/services/lambda_/invocation/lambda_service.py
index 837d766444c5d..e72eecf2146b0 100644
--- a/localstack-core/localstack/services/lambda_/invocation/lambda_service.py
+++ b/localstack-core/localstack/services/lambda_/invocation/lambda_service.py
@@ -230,6 +230,7 @@ def invoke(
         request_id: str,
         payload: bytes | None,
         trace_context: dict | None = None,
+        user_agent: Optional[str] = None,
     ) -> InvocationResult | None:
         """
         Invokes a specific version of a lambda
@@ -352,6 +353,7 @@ def invoke(
                     invoke_time=datetime.now(),
                     request_id=request_id,
                     trace_context=trace_context,
+                    user_agent=user_agent,
                 )
             )
 
@@ -364,6 +366,7 @@ def invoke(
                 invoke_time=datetime.now(),
                 request_id=request_id,
                 trace_context=trace_context,
+                user_agent=user_agent,
             )
         )
         status = (
diff --git a/localstack-core/localstack/services/lambda_/invocation/version_manager.py b/localstack-core/localstack/services/lambda_/invocation/version_manager.py
index e53049dc82754..25e38fc945185 100644
--- a/localstack-core/localstack/services/lambda_/invocation/version_manager.py
+++ b/localstack-core/localstack/services/lambda_/invocation/version_manager.py
@@ -29,6 +29,7 @@
     record_cw_metric_invocation,
 )
 from localstack.services.lambda_.invocation.runtime_executor import get_runtime_executor
+from localstack.services.lambda_.lambda_debug_mode.ldm import LDM
 from localstack.utils.strings import long_uid, truncate
 from localstack.utils.threads import FuncThread, start_thread
 
@@ -191,6 +192,30 @@ def invoke(self, *, invocation: Invocation) -> InvocationResult:
             LOG.warning(message)
             raise ServiceException(message)
 
+        # If the environment has debugging enabled, route the invocation there;
+        # debug environments bypass Lambda service quotas.
+        if debug_execution_environment := LDM.get_execution_environment(
+            qualified_lambda_arn=self.function_version.qualified_arn,
+            user_agent=invocation.user_agent,
+        ):
+            try:
+                invocation_result = debug_execution_environment.invoke(invocation)
+                invocation_result.executed_version = self.function_version.id.qualifier
+                self.store_logs(
+                    invocation_result=invocation_result, execution_env=debug_execution_environment
+                )
+            except StatusErrorException as e:
+                invocation_result = InvocationResult(
+                    request_id="",
+                    payload=e.payload,
+                    is_error=True,
+                    logs="",
+                    executed_version=self.function_version.id.qualifier,
+                )
+            finally:
+                debug_execution_environment.release()
+            return invocation_result
+
         with self.counting_service.get_invocation_lease(
             self.function, self.function_version
         ) as provisioning_type:
diff --git a/localstack-core/localstack/utils/lambda_debug_mode/__init__.py b/localstack-core/localstack/services/lambda_/lambda_debug_mode/__init__.py
similarity index 100%
rename from localstack-core/localstack/utils/lambda_debug_mode/__init__.py
rename to localstack-core/localstack/services/lambda_/lambda_debug_mode/__init__.py
diff --git a/localstack-core/localstack/services/lambda_/lambda_debug_mode/ldm.py b/localstack-core/localstack/services/lambda_/lambda_debug_mode/ldm.py
new file mode 100644
index 0000000000000..f7a636e717576
--- /dev/null
+++ b/localstack-core/localstack/services/lambda_/lambda_debug_mode/ldm.py
@@ -0,0 +1,375 @@
+from __future__ import annotations
+
+import logging
+import os
+import threading
+import time
+from threading import Event, RLock, Thread
+from typing import Callable, Dict, Final, Optional
+
+from localstack.aws.api.lambda_ import (
+    Arn,
+    FunctionVersion,
+    ResourceNotFoundException,
+    TooManyRequestsException,
+)
+from localstack.config import LAMBDA_DEBUG_MODE, LAMBDA_DEBUG_MODE_CONFIG_PATH
+from localstack.services.lambda_.invocation.execution_environment import (
+    ExecutionEnvironment,
+    InvalidStatusException,
+    RuntimeStatus,
+)
+from localstack.services.lambda_.lambda_debug_mode.ldm_config_file import parse_ldm_config
+from localstack.services.lambda_.provider_utils import get_function_version
+from localstack.utils.aws.arns import parse_arn
+from localstack.utils.objects import singleton_factory
+from localstack.utils.strings import long_uid
+
+LOG = logging.getLogger(__name__)
+
+# Specifies the default timeout value in seconds to be used by time restricted workflows
+# when Debug Mode is enabled. The value is set to one hour to ensure eventual termination
+# of long-running processes.
+DEFAULT_LAMBDA_DEBUG_MODE_TIMEOUT_SECONDS: int = 3_600
+LDM_ENV_VAR_DEBUG_PORT: str = "LDM_DEBUG_PORT"
+
+
+class LambdaFunctionDebugConfig:
+    qualified_lambda_arn: Final[Arn]
+    port: Final[int]
+    enforce_timeouts: Final[bool]
+    user_agent: Final[Optional[str]]
+
+    def __init__(
+        self,
+        qualified_lambda_arn: Arn,
+        port: int,
+        enforce_timeouts: bool = False,
+        user_agent: Optional[str] = None,
+    ):
+        self.qualified_lambda_arn = qualified_lambda_arn
+        self.port = port
+        self.enforce_timeouts = enforce_timeouts
+        self.user_agent = user_agent
+
+
+class DebugEnabledExecutionEnvironment(ExecutionEnvironment):
+    _lambda_function_debug_config: Final[LambdaFunctionDebugConfig]
+
+    def __init__(
+        self,
+        function_version: FunctionVersion,
+        lambda_function_debug_config: LambdaFunctionDebugConfig,
+        on_timeout: Callable[[str, str], None],
+    ):
+        super().__init__(
+            function_version=function_version,
+            version_manager_id=f"debug-enable-{long_uid()}",
+            initialization_type="provisioned-concurrency",
+            on_timeout=on_timeout,
+        )
+        self._lambda_function_debug_config = lambda_function_debug_config
+
+    def get_environment_variables(self) -> Dict[str, str]:
+        environment_variables = super().get_environment_variables()
+        environment_variables[LDM_ENV_VAR_DEBUG_PORT] = str(self._lambda_function_debug_config.port)
+        if not self._lambda_function_debug_config.enforce_timeouts:
+            environment_variables["AWS_LAMBDA_FUNCTION_TIMEOUT"] = str(
+                DEFAULT_LAMBDA_DEBUG_MODE_TIMEOUT_SECONDS
+            )
+        return environment_variables
+
+    def _get_startup_timeout_seconds(self) -> int:
+        return DEFAULT_LAMBDA_DEBUG_MODE_TIMEOUT_SECONDS
+
+
+class LambdaDebugTarget:
+    _mutex: Final[RLock]
+    _lambda_qualified_arn: Final[str]
+    lambda_function_debug_config: Final[LambdaFunctionDebugConfig]
+    _debug_execution_environment: Optional[DebugEnabledExecutionEnvironment]
+
+    def __init__(self, lambda_function_debug_config: LambdaFunctionDebugConfig):
+        self._mutex = RLock()
+        self._lambda_qualified_arn = lambda_function_debug_config.qualified_lambda_arn
+        self.lambda_function_debug_config = lambda_function_debug_config
+        self._debug_execution_environment = None
+
+    def start_debug_enabled_execution_environment(self):
+        # Attempt to create the debug environment now if the function exists.
+        with self._mutex:
+            if self._debug_execution_environment is not None:
+                return
+            self.stop_debug_enabled_execution_environment()
+
+            try:
+                lambda_parsed_arn = parse_arn(self._lambda_qualified_arn)
+                lambda_account_id = lambda_parsed_arn["account"]
+                lambda_region_name = lambda_parsed_arn["region"]
+                _, lambda_function_name, lambda_function_qualifier = lambda_parsed_arn[
+                    "resource"
+                ].split(":")
+                function_version = get_function_version(
+                    function_name=lambda_function_name,
+                    qualifier=lambda_function_qualifier,
+                    account_id=lambda_account_id,
+                    region=lambda_region_name,
+                )
+            except ResourceNotFoundException:
+                # The lambda function has not being created yet.
+                return
+
+            self._debug_execution_environment = DebugEnabledExecutionEnvironment(
+                function_version=function_version,
+                lambda_function_debug_config=self.lambda_function_debug_config,
+                on_timeout=self._on_execution_environment_timeout,
+            )
+            # FIXME: this log should take place after RuntimeStatus.READY, however the debug-enabled
+            #        docker container will not notify LS about it starting up until the user has
+            #        connected a debug client. Future work should resolve this notification issue.
+            LOG.info(
+                "LDM is ready for debugger connections for '%s' on port %i.",
+                self.lambda_function_debug_config.qualified_lambda_arn,
+                self.lambda_function_debug_config.port,
+            )
+            self._debug_execution_environment.start()
+            if self._debug_execution_environment.status != RuntimeStatus.READY:
+                LOG.error(
+                    "LDM could not create a debug environment for '%s'", self._lambda_qualified_arn
+                )
+                self._debug_execution_environment = None
+
+    def stop_debug_enabled_execution_environment(self):
+        with self._mutex:
+            if environment := self._debug_execution_environment:
+                environment.stop()
+            self._debug_execution_environment = None
+
+    def get_execution_environment(self) -> DebugEnabledExecutionEnvironment:
+        # TODO: add support for concurrent invokes, such as invoke object queuing, new container spinup
+        with self._mutex:
+            # TODO: move this start-up logic to lambda function creation.
+            self.start_debug_enabled_execution_environment()
+            try:
+                self._debug_execution_environment.reserve()
+                return self._debug_execution_environment
+            except InvalidStatusException:
+                LOG.warning(
+                    "Concurrent lambda invocations disabled for '%s' by Lambda Debug Mode",
+                    self._lambda_qualified_arn,
+                )
+                raise TooManyRequestsException(
+                    "Rate Exceeded.",
+                    Reason="SingleLeaseEnforcement",
+                    Type="User",
+                )
+
+    def _on_execution_environment_timeout(
+        self, version_manager_id: str, environment_id: str
+    ) -> None:
+        # This function is run by the ExecutionEnvironment when the
+        # release of on-demand container times-out whilst waiting for
+        # invokes. However, DebugEnabledExecutionEnvironment are
+        # provisioned-concurrency ExecutionEnvironments.
+        LOG.warning(
+            "Lambda Debug Mode function '%s' timed out ('%s', '%s')",
+            self._lambda_qualified_arn,
+            version_manager_id,
+            environment_id,
+        )
+        self.stop_debug_enabled_execution_environment()
+
+
+class LDMConfigFileWatch:
+    _mutex: Final[RLock]
+    _stop_event: Final[Event]
+    _watch_thread: Final[Thread]
+
+    def __init__(self):
+        self._mutex = RLock()
+        self._stop_event = Event()
+        self._watch_thread = Thread(
+            target=self._watch_logic, args=(), daemon=True, name="LDMConfigFileWatch"
+        )
+
+    def start(self):
+        with self._mutex:
+            self._stop_event.clear()
+            if not self._watch_thread.is_alive():
+                self._watch_thread.start()
+
+    def stop(self):
+        with self._mutex:
+            self._stop_event.set()
+
+    def _watch_logic(self) -> None:
+        if not LAMBDA_DEBUG_MODE_CONFIG_PATH:
+            LOG.info("LDM: no definitions for LAMBDA_DEBUG_MODE_CONFIG_PATH")
+            return
+
+        # TODO: consider relying on system calls (watchdog lib for cross-platform support)
+        #  instead of monitoring last modified dates.
+        # Run the first load and signal as initialised.
+        epoch_last_loaded: int = self._config_file_epoch_last_modified_or_now()
+        self._update_ldm_from_ldm_config_file()
+
+        # Monitor for file changes whilst the application is running.
+        while not self._stop_event.is_set():
+            time.sleep(1)
+            epoch_last_modified = self._config_file_epoch_last_modified_or_now()
+            if epoch_last_modified > epoch_last_loaded:
+                epoch_last_loaded = epoch_last_modified
+                self._update_ldm_from_ldm_config_file()
+
+    @staticmethod
+    def _update_ldm_from_ldm_config_file() -> None:
+        yaml_configuration_string = None
+        try:
+            with open(LAMBDA_DEBUG_MODE_CONFIG_PATH, "r") as df:
+                yaml_configuration_string = df.read()
+        except FileNotFoundError:
+            LOG.error(
+                "LDM: The file lambda debug config file '%s' was not found.",
+                LAMBDA_DEBUG_MODE_CONFIG_PATH,
+            )
+        except IsADirectoryError:
+            LOG.error(
+                "LDM: Expected a lambda debug config file but found a directory at '%s'.",
+                LAMBDA_DEBUG_MODE_CONFIG_PATH,
+            )
+        except PermissionError:
+            LOG.error(
+                "LDM: Permission denied while trying to read the lambda debug config file '%s'.",
+                LAMBDA_DEBUG_MODE_CONFIG_PATH,
+            )
+        except Exception as ex:
+            LOG.error(
+                "LDM: An unexpected error occurred while reading lambda debug config '%s': '%s'",
+                LAMBDA_DEBUG_MODE_CONFIG_PATH,
+                ex,
+            )
+
+        if not yaml_configuration_string:
+            return
+
+        config = parse_ldm_config(yaml_configuration_string)
+        if config is not None:
+            LDM.remove_all_configurations()
+            for qualified_lambda_arn, ldm_config in config.functions.items():
+                LDM.add_configuration(
+                    config=LambdaFunctionDebugConfig(
+                        qualified_lambda_arn=qualified_lambda_arn,
+                        port=ldm_config.debug_port,
+                        enforce_timeouts=ldm_config.enforce_timeouts,
+                    )
+                )
+                LDM.enable_configuration(qualified_lambda_arn=qualified_lambda_arn)
+            LOG.info(
+                "LDM is now enforcing the latest configuration from the LDM configuration file"
+            )
+        else:
+            LOG.warning(
+                "LDM could not load the latest Lambda debug mode configuration "
+                "due to an error; check logs for more details."
+            )
+
+    @staticmethod
+    def _config_file_epoch_last_modified_or_now() -> int:
+        try:
+            modified_time = os.path.getmtime(LAMBDA_DEBUG_MODE_CONFIG_PATH)
+            return int(modified_time)
+        except Exception as e:
+            LOG.warning("LDM could not access the configuration file: %s", e)
+            epoch_now = int(time.time())
+            return epoch_now
+
+
+class LambdaDebugMode:
+    _mutex: Final[RLock]
+    _is_enabled: bool
+    _debug_targets: Final[dict[str, LambdaDebugTarget]]
+    _config_file_watch: Final[Optional[LDMConfigFileWatch]]
+
+    def __init__(self):
+        self._mutex = RLock()
+        self._is_enabled = bool(LAMBDA_DEBUG_MODE)
+        self._debug_targets = dict()
+        self._config_file_watch = LDMConfigFileWatch() if LAMBDA_DEBUG_MODE_CONFIG_PATH else None
+        if self._is_enabled:
+            self.start_debug_mode()
+
+    @staticmethod
+    @singleton_factory
+    def get() -> LambdaDebugMode:
+        """Returns a singleton instance of the Lambda Debug Mode session."""
+        return LambdaDebugMode()
+
+    def start_debug_mode(self) -> None:
+        with self._mutex:
+            self._is_enabled = True
+            if self._config_file_watch:
+                self._config_file_watch.start()
+
+    def stop_debug_mode(self) -> None:
+        with self._mutex:
+            self._is_enabled = False
+            if self._config_file_watch:
+                self._config_file_watch.stop()
+            self.remove_all_configurations()
+
+    def is_enabled(self) -> bool:
+        return self._is_enabled
+
+    def add_configuration(self, config: LambdaFunctionDebugConfig) -> None:
+        with self._mutex:
+            if not self._is_enabled:
+                return
+
+            arn = config.qualified_lambda_arn
+            if existing_target := self._debug_targets.get(arn):
+                existing_target.stop_debug_enabled_execution_environment()
+
+            target = LambdaDebugTarget(lambda_function_debug_config=config)
+            self._debug_targets[arn] = target
+
+    def enable_configuration(self, qualified_lambda_arn: Arn) -> None:
+        with self._mutex:
+            if not self._is_enabled:
+                return
+
+            if target := self._debug_targets.get(qualified_lambda_arn):
+                threading.Thread(
+                    target=target.start_debug_enabled_execution_environment,
+                    args=(),
+                    name=f"LambdaDebugTarget-start_debug_enabled_execution_environment-{qualified_lambda_arn}",
+                    daemon=True,
+                ).start()
+
+    def remove_configuration(self, qualified_lambda_arn: Arn) -> None:
+        with self._mutex:
+            if not self._is_enabled:
+                return
+
+            if target := self._debug_targets.pop(qualified_lambda_arn, None):
+                target.stop_debug_enabled_execution_environment()
+
+    def remove_all_configurations(self) -> None:
+        with self._mutex:
+            for target in self._debug_targets.values():
+                target.stop_debug_enabled_execution_environment()
+            self._debug_targets.clear()
+
+    def get_execution_environment(
+        self, qualified_lambda_arn: Arn, user_agent: Optional[str]
+    ) -> Optional[DebugEnabledExecutionEnvironment]:
+        if not self._is_enabled:
+            return None
+
+        if target := self._debug_targets.get(qualified_lambda_arn):
+            target_user_agent = target.lambda_function_debug_config.user_agent
+            if target_user_agent is None or target_user_agent == user_agent:
+                return target.get_execution_environment()
+        return None
+
+
+LDM: Final[LambdaDebugMode] = LambdaDebugMode.get()
diff --git a/localstack-core/localstack/services/lambda_/lambda_debug_mode/ldm_config_file.py b/localstack-core/localstack/services/lambda_/lambda_debug_mode/ldm_config_file.py
new file mode 100644
index 0000000000000..027535beabf43
--- /dev/null
+++ b/localstack-core/localstack/services/lambda_/lambda_debug_mode/ldm_config_file.py
@@ -0,0 +1,178 @@
+from __future__ import annotations
+
+import logging
+from typing import Optional
+
+import yaml
+from pydantic import BaseModel, Field, ValidationError
+from yaml import Loader, MappingNode, MarkedYAMLError, SafeLoader
+
+from localstack.aws.api.lambda_ import Arn
+from localstack.services.lambda_.lambda_debug_mode.ldm_types import LDMException
+from localstack.services.lambda_.lambda_debug_mode.ldm_utils import to_qualified_lambda_function_arn
+
+LOG = logging.getLogger(__name__)
+
+
+class PortAlreadyInUse(LDMException):
+    port_number: int
+
+    def __init__(self, port_number: int):
+        self.port_number = port_number
+
+    def __str__(self):
+        return f"PortAlreadyInUse: '{self.port_number}'"
+
+
+class DuplicateLDMConfig(LDMException):
+    lambda_arn_debug_config_first: str
+    lambda_arn_debug_config_second: str
+
+    def __init__(self, lambda_arn_debug_config_first: str, lambda_arn_debug_config_second: str):
+        self.lambda_arn_debug_config_first = lambda_arn_debug_config_first
+        self.lambda_arn_debug_config_second = lambda_arn_debug_config_second
+
+    def __str__(self):
+        return (
+            f"DuplicateLDMConfig: Lambda debug configuration in '{self.lambda_arn_debug_config_first}' "
+            f"is redefined in '{self.lambda_arn_debug_config_second}'"
+        )
+
+
+class LambdaFunctionConfig(BaseModel):
+    debug_port: Optional[int] = Field(None, alias="debug-port")
+    enforce_timeouts: bool = Field(False, alias="enforce-timeouts")
+
+
+class LDMConfigFile(BaseModel):
+    # Bindings of Lambda function Arn and the respective debugging configuration.
+    functions: dict[Arn, LambdaFunctionConfig]
+
+
+class _LDMConfigPostProcessingState:
+    ports_used: set[int]
+
+    def __init__(self):
+        self.ports_used = set()
+
+
+class _SafeLoaderWithDuplicateCheck(SafeLoader):
+    def __init__(self, stream):
+        super().__init__(stream)
+        self.add_constructor(
+            yaml.resolver.BaseResolver.DEFAULT_MAPPING_TAG,
+            self._construct_mappings_with_duplicate_check,
+        )
+
+    @staticmethod
+    def _construct_mappings_with_duplicate_check(
+        loader: Loader, node: MappingNode, deep=False
+    ) -> dict:
+        # Constructs yaml bindings, whilst checking for duplicate mapping key definitions, raising a
+        # MarkedYAMLError when one is found.
+        mapping = dict()
+        for key_node, value_node in node.value:
+            key = loader.construct_object(key_node, deep=deep)
+            if key in mapping:
+                # Create a MarkedYAMLError to indicate the duplicate key issue
+                raise MarkedYAMLError(
+                    context="while constructing a mapping",
+                    context_mark=node.start_mark,
+                    problem=f"found duplicate key: {key}",
+                    problem_mark=key_node.start_mark,
+                )
+            value = loader.construct_object(value_node, deep=deep)
+            mapping[key] = value
+        return mapping
+
+
+def _from_yaml_string(yaml_string: str) -> Optional[LDMConfigFile]:
+    try:
+        data = yaml.load(yaml_string, _SafeLoaderWithDuplicateCheck)
+    except yaml.YAMLError as yaml_error:
+        LOG.error(
+            "Could not parse yaml LDM configuration file due to: %s",
+            yaml_error,
+        )
+        data = None
+    if not data:
+        return None
+    config = LDMConfigFile(**data)
+    return config
+
+
+def _post_process_ldm_config_file(
+    ldm_config: LDMConfigFile,
+    post_processing_state: Optional[_LDMConfigPostProcessingState] = None,
+) -> None:
+    post_processing_state = post_processing_state or _LDMConfigPostProcessingState()
+    lambda_function_configs = ldm_config.functions
+    lambda_arns = list(lambda_function_configs.keys())
+    for lambda_arn in lambda_arns:
+        qualified_lambda_arn = to_qualified_lambda_function_arn(lambda_arn)
+        if lambda_arn != qualified_lambda_arn:
+            if qualified_lambda_arn in lambda_function_configs:
+                raise DuplicateLDMConfig(
+                    lambda_arn_debug_config_first=lambda_arn,
+                    lambda_arn_debug_config_second=qualified_lambda_arn,
+                )
+            lambda_function_configs[qualified_lambda_arn] = lambda_function_configs.pop(lambda_arn)
+
+    for lambda_function_config in lambda_function_configs.values():
+        _post_process_lambda_function_config(
+            post_processing_state=post_processing_state,
+            lambda_function_config=lambda_function_config,
+        )
+
+
+def _post_process_lambda_function_config(
+    post_processing_state: _LDMConfigPostProcessingState,
+    lambda_function_config: LambdaFunctionConfig,
+) -> None:
+    debug_port: Optional[int] = lambda_function_config.debug_port
+    if debug_port is None:
+        return
+    if debug_port in post_processing_state.ports_used:
+        raise PortAlreadyInUse(port_number=debug_port)
+    post_processing_state.ports_used.add(debug_port)
+
+
+def parse_ldm_config(yaml_string: str) -> Optional[LDMConfigFile]:
+    # Attempt to parse the yaml string.
+    try:
+        yaml_data = yaml.load(yaml_string, _SafeLoaderWithDuplicateCheck)
+    except yaml.YAMLError as yaml_error:
+        LOG.error(
+            "Could not parse yaml LDM configuration file due to: %s",
+            yaml_error,
+        )
+        yaml_data = None
+    if not yaml_data:
+        return None
+
+    # Attempt to build the LDMConfig object from the yaml object.
+    try:
+        config = LDMConfigFile(**yaml_data)
+    except ValidationError as validation_error:
+        validation_errors = validation_error.errors() or list()
+        error_messages = [
+            f"When parsing '{err.get('loc', '')}': {err.get('msg', str(err))}"
+            for err in validation_errors
+        ]
+        LOG.error(
+            "Unable to parse LDM configuration file due to errors: %s",
+            error_messages,
+        )
+        return None
+
+    # Attempt to post_process the configuration.
+    try:
+        _post_process_ldm_config_file(config)
+    except LDMException as ldm_error:
+        LOG.error(
+            "Invalid LDM configuration due to: %s",
+            ldm_error,
+        )
+        config = None
+
+    return config
diff --git a/localstack-core/localstack/services/lambda_/lambda_debug_mode/ldm_types.py b/localstack-core/localstack/services/lambda_/lambda_debug_mode/ldm_types.py
new file mode 100644
index 0000000000000..c74cfa316669b
--- /dev/null
+++ b/localstack-core/localstack/services/lambda_/lambda_debug_mode/ldm_types.py
@@ -0,0 +1,11 @@
+class LDMException(Exception): ...
+
+
+class UnknownLambdaArnFormat(LDMException):
+    unknown_lambda_arn: str
+
+    def __init__(self, unknown_lambda_arn: str):
+        self.unknown_lambda_arn = unknown_lambda_arn
+
+    def __str__(self):
+        return f"UnknownLambdaArnFormat: '{self.unknown_lambda_arn}'"
diff --git a/localstack-core/localstack/services/lambda_/lambda_debug_mode/ldm_utils.py b/localstack-core/localstack/services/lambda_/lambda_debug_mode/ldm_utils.py
new file mode 100644
index 0000000000000..19676ce46145d
--- /dev/null
+++ b/localstack-core/localstack/services/lambda_/lambda_debug_mode/ldm_utils.py
@@ -0,0 +1,43 @@
+from localstack.aws.api.lambda_ import Arn
+from localstack.services.lambda_.lambda_debug_mode.ldm_types import UnknownLambdaArnFormat
+
+
+def to_qualified_lambda_function_arn(lambda_arn: Arn) -> Arn:
+    """
+    Returns the $LATEST qualified version of a structurally unqualified version of a lambda Arn iff this
+    is detected to be structurally unqualified. Otherwise, it returns the given string.
+    Example:
+          - arn:aws:lambda:eu-central-1:000000000000:function:functionname:$LATEST ->
+              unchanged
+
+          - arn:aws:lambda:eu-central-1:000000000000:function:functionname ->
+              arn:aws:lambda:eu-central-1:000000000000:function:functionname:$LATEST
+
+          - arn:aws:lambda:eu-central-1:000000000000:function:functionname: ->
+              exception UnknownLambdaArnFormat
+
+          - arn:aws:lambda:eu-central-1:000000000000:function ->
+              exception UnknownLambdaArnFormat
+    """
+    # TODO: consider adding arn syntax validation at this depth.
+
+    if not lambda_arn:
+        return lambda_arn
+    lambda_arn_parts = lambda_arn.split(":")
+    lambda_arn_parts_len = len(lambda_arn_parts)
+
+    # The arn is qualified and with a non-empy qualifier.
+    is_qualified = lambda_arn_parts_len == 8
+    if is_qualified and lambda_arn_parts[-1]:
+        return lambda_arn
+
+    # Unknown lambda arn format.
+    is_unqualified = lambda_arn_parts_len == 7
+    if not is_unqualified:
+        raise UnknownLambdaArnFormat(unknown_lambda_arn=lambda_arn)
+
+    # Structure-wise, the arn is missing the qualifier.
+    qualifier = "$LATEST"
+    arn_tail = f":{qualifier}" if is_unqualified else qualifier
+    qualified_lambda_arn = lambda_arn + arn_tail
+    return qualified_lambda_arn
diff --git a/localstack-core/localstack/services/lambda_/provider.py b/localstack-core/localstack/services/lambda_/provider.py
index 516b931723293..1a5badb4c60d6 100644
--- a/localstack-core/localstack/services/lambda_/provider.py
+++ b/localstack-core/localstack/services/lambda_/provider.py
@@ -211,6 +211,7 @@
 )
 from localstack.services.lambda_.invocation.models import LambdaStore
 from localstack.services.lambda_.invocation.runtime_executor import get_runtime_executor
+from localstack.services.lambda_.lambda_debug_mode.ldm import LDM
 from localstack.services.lambda_.lambda_utils import HINT_LOG
 from localstack.services.lambda_.layerfetcher.layer_fetcher import LayerFetcher
 from localstack.services.lambda_.provider_utils import (
@@ -241,7 +242,6 @@
 from localstack.utils.bootstrap import is_api_enabled
 from localstack.utils.collections import PaginatedList
 from localstack.utils.event_matcher import validate_event_pattern
-from localstack.utils.lambda_debug_mode.lambda_debug_mode_session import LambdaDebugModeSession
 from localstack.utils.strings import get_random_hex, short_uid, to_bytes, to_str
 from localstack.utils.sync import poll_condition
 from localstack.utils.urls import localstack_host
@@ -280,17 +280,6 @@ def __init__(self) -> None:
     def accept_state_visitor(self, visitor: StateVisitor):
         visitor.visit(lambda_stores)
 
-    def on_before_start(self):
-        # Attempt to start the Lambda Debug Mode session object.
-        try:
-            lambda_debug_mode_session = LambdaDebugModeSession.get()
-            lambda_debug_mode_session.ensure_running()
-        except Exception as ex:
-            LOG.error(
-                "Unexpected error encountered when attempting to initialise Lambda Debug Mode '%s'.",
-                ex,
-            )
-
     def on_before_state_reset(self):
         self.lambda_service.stop()
 
@@ -404,8 +393,7 @@ def on_before_stop(self) -> None:
         self.lambda_service.stop()
         # Attempt to signal to the Lambda Debug Mode session object to stop.
         try:
-            lambda_debug_mode_session = LambdaDebugModeSession.get()
-            lambda_debug_mode_session.signal_stop()
+            LDM.stop_debug_mode()
         except Exception as ex:
             LOG.error(
                 "Unexpected error encountered when attempting to signal Lambda Debug Mode to stop '%s'.",
@@ -1080,6 +1068,9 @@ def create_function(
                     function_name,
                 )
 
+        # Enable the LDM configuration for this qualified lambda arn, iff a configuration exists.
+        LDM.enable_configuration(qualified_lambda_arn=version.qualified_arn)
+
         return api_utils.map_config_out(
             version, return_qualified_arn=False, return_update_status=False
         )
@@ -1436,6 +1427,8 @@ def delete_function(
             if version:
                 self.lambda_service.stop_version(version.id.qualified_arn())
                 destroy_code_if_not_used(code=version.config.code, function=function)
+                # Notify the LDM about the version deletion.
+                LDM.remove_configuration(qualified_lambda_arn=version.qualified_arn)
         else:
             # delete the whole function
             # TODO: introduce locking for safe deletion: We could create a new version at the API layer before
@@ -1446,6 +1439,8 @@ def delete_function(
                 # we can safely destroy the code here
                 if version.config.code:
                     version.config.code.destroy()
+                # Notify the LDM about the version deletion.
+                LDM.remove_configuration(qualified_lambda_arn=version.qualified_arn)
 
     def list_functions(
         self,
@@ -1592,6 +1587,10 @@ def invoke(
             function_name, qualifier, context
         )
 
+        user_agent = None
+        if user_agent_obj := context.request.user_agent:
+            user_agent = user_agent_obj.string
+
         time_before = time.perf_counter()
         try:
             invocation_result = self.lambda_service.invoke(
@@ -1604,6 +1603,7 @@ def invoke(
                 request_id=context.request_id,
                 trace_context=context.trace_context,
                 payload=payload.read() if payload else None,
+                user_agent=user_agent,
             )
         except ServiceException:
             raise
diff --git a/localstack-core/localstack/utils/lambda_debug_mode/lambda_debug_mode.py b/localstack-core/localstack/utils/lambda_debug_mode/lambda_debug_mode.py
deleted file mode 100644
index a4b48e76f5b92..0000000000000
--- a/localstack-core/localstack/utils/lambda_debug_mode/lambda_debug_mode.py
+++ /dev/null
@@ -1,41 +0,0 @@
-from typing import Optional
-
-from localstack.aws.api.lambda_ import Arn
-from localstack.utils.lambda_debug_mode.lambda_debug_mode_config import LambdaDebugModeConfig
-from localstack.utils.lambda_debug_mode.lambda_debug_mode_session import LambdaDebugModeSession
-
-# Specifies the fault timeout value in seconds to be used by time restricted workflows when
-# Debug Mode is enabled. The value is set to one hour to ensure eventual termination of
-# long-running processes.
-DEFAULT_LAMBDA_DEBUG_MODE_TIMEOUT_SECONDS: int = 3_600
-
-
-def is_lambda_debug_mode() -> bool:
-    return LambdaDebugModeSession.get().is_lambda_debug_mode()
-
-
-def _lambda_debug_config_for(lambda_arn: Arn) -> Optional[LambdaDebugModeConfig]:
-    if not is_lambda_debug_mode():
-        return None
-    debug_configuration = LambdaDebugModeSession.get().debug_config_for(lambda_arn=lambda_arn)
-    return debug_configuration
-
-
-def is_lambda_debug_enabled_for(lambda_arn: Arn) -> bool:
-    """Returns True if the given lambda arn is subject of an active debugging configuration; False otherwise."""
-    debug_configuration = _lambda_debug_config_for(lambda_arn=lambda_arn)
-    return debug_configuration is not None
-
-
-def lambda_debug_port_for(lambda_arn: Arn) -> Optional[int]:
-    debug_configuration = _lambda_debug_config_for(lambda_arn=lambda_arn)
-    if debug_configuration is None:
-        return None
-    return debug_configuration.debug_port
-
-
-def is_lambda_debug_timeout_enabled_for(lambda_arn: Arn) -> bool:
-    debug_configuration = _lambda_debug_config_for(lambda_arn=lambda_arn)
-    if debug_configuration is None:
-        return False
-    return not debug_configuration.enforce_timeouts
diff --git a/localstack-core/localstack/utils/lambda_debug_mode/lambda_debug_mode_config.py b/localstack-core/localstack/utils/lambda_debug_mode/lambda_debug_mode_config.py
deleted file mode 100644
index 6021261d88da4..0000000000000
--- a/localstack-core/localstack/utils/lambda_debug_mode/lambda_debug_mode_config.py
+++ /dev/null
@@ -1,230 +0,0 @@
-from __future__ import annotations
-
-import logging
-from typing import Optional
-
-import yaml
-from pydantic import BaseModel, Field, ValidationError
-from yaml import Loader, MappingNode, MarkedYAMLError, SafeLoader
-
-from localstack.aws.api.lambda_ import Arn
-
-LOG = logging.getLogger(__name__)
-
-
-class LambdaDebugConfig(BaseModel):
-    debug_port: Optional[int] = Field(None, alias="debug-port")
-    enforce_timeouts: bool = Field(False, alias="enforce-timeouts")
-
-
-class LambdaDebugModeConfig(BaseModel):
-    # Bindings of Lambda function Arn and the respective debugging configuration.
-    functions: dict[Arn, LambdaDebugConfig]
-
-
-class LambdaDebugModeConfigException(Exception): ...
-
-
-class UnknownLambdaArnFormat(LambdaDebugModeConfigException):
-    unknown_lambda_arn: str
-
-    def __init__(self, unknown_lambda_arn: str):
-        self.unknown_lambda_arn = unknown_lambda_arn
-
-    def __str__(self):
-        return f"UnknownLambdaArnFormat: '{self.unknown_lambda_arn}'"
-
-
-class PortAlreadyInUse(LambdaDebugModeConfigException):
-    port_number: int
-
-    def __init__(self, port_number: int):
-        self.port_number = port_number
-
-    def __str__(self):
-        return f"PortAlreadyInUse: '{self.port_number}'"
-
-
-class DuplicateLambdaDebugConfig(LambdaDebugModeConfigException):
-    lambda_arn_debug_config_first: str
-    lambda_arn_debug_config_second: str
-
-    def __init__(self, lambda_arn_debug_config_first: str, lambda_arn_debug_config_second: str):
-        self.lambda_arn_debug_config_first = lambda_arn_debug_config_first
-        self.lambda_arn_debug_config_second = lambda_arn_debug_config_second
-
-    def __str__(self):
-        return (
-            f"DuplicateLambdaDebugConfig: Lambda debug configuration in '{self.lambda_arn_debug_config_first}' "
-            f"is redefined in '{self.lambda_arn_debug_config_second}'"
-        )
-
-
-class _LambdaDebugModeConfigPostProcessingState:
-    ports_used: set[int]
-
-    def __init__(self):
-        self.ports_used = set()
-
-
-class _SafeLoaderWithDuplicateCheck(SafeLoader):
-    def __init__(self, stream):
-        super().__init__(stream)
-        self.add_constructor(
-            yaml.resolver.BaseResolver.DEFAULT_MAPPING_TAG,
-            self._construct_mappings_with_duplicate_check,
-        )
-
-    @staticmethod
-    def _construct_mappings_with_duplicate_check(loader: Loader, node: MappingNode, deep=False):
-        # Constructs yaml bindings, whilst checking for duplicate mapping key definitions, raising a
-        # MarkedYAMLError when one is found.
-        mapping = dict()
-        for key_node, value_node in node.value:
-            key = loader.construct_object(key_node, deep=deep)
-            if key in mapping:
-                # Create a MarkedYAMLError to indicate the duplicate key issue
-                raise MarkedYAMLError(
-                    context="while constructing a mapping",
-                    context_mark=node.start_mark,
-                    problem=f"found duplicate key: {key}",
-                    problem_mark=key_node.start_mark,
-                )
-            value = loader.construct_object(value_node, deep=deep)
-            mapping[key] = value
-        return mapping
-
-
-def from_yaml_string(yaml_string: str) -> Optional[LambdaDebugModeConfig]:
-    try:
-        data = yaml.load(yaml_string, _SafeLoaderWithDuplicateCheck)
-    except yaml.YAMLError as yaml_error:
-        LOG.error(
-            "Could not parse yaml lambda debug mode configuration file due to: %s",
-            yaml_error,
-        )
-        data = None
-    if not data:
-        return None
-    config = LambdaDebugModeConfig(**data)
-    return config
-
-
-def post_process_lambda_debug_mode_config(config: LambdaDebugModeConfig) -> None:
-    _post_process_lambda_debug_mode_config(
-        post_processing_state=_LambdaDebugModeConfigPostProcessingState(), config=config
-    )
-
-
-def _post_process_lambda_debug_mode_config(
-    post_processing_state: _LambdaDebugModeConfigPostProcessingState, config: LambdaDebugModeConfig
-):
-    config_functions = config.functions
-    lambda_arns = list(config_functions.keys())
-    for lambda_arn in lambda_arns:
-        qualified_lambda_arn = _to_qualified_lambda_function_arn(lambda_arn)
-        if lambda_arn != qualified_lambda_arn:
-            if qualified_lambda_arn in config_functions:
-                raise DuplicateLambdaDebugConfig(
-                    lambda_arn_debug_config_first=lambda_arn,
-                    lambda_arn_debug_config_second=qualified_lambda_arn,
-                )
-            config_functions[qualified_lambda_arn] = config_functions.pop(lambda_arn)
-
-    for lambda_arn, lambda_debug_config in config_functions.items():
-        _post_process_lambda_debug_config(
-            post_processing_state=post_processing_state, lambda_debug_config=lambda_debug_config
-        )
-
-
-def _to_qualified_lambda_function_arn(lambda_arn: Arn) -> Arn:
-    """
-    Returns the $LATEST qualified version of a structurally unqualified version of a lambda Arn iff this
-    is detected to be structurally unqualified. Otherwise, it returns the given string.
-    Example:
-          - arn:aws:lambda:eu-central-1:000000000000:function:functionname:$LATEST ->
-              unchanged
-
-          - arn:aws:lambda:eu-central-1:000000000000:function:functionname ->
-              arn:aws:lambda:eu-central-1:000000000000:function:functionname:$LATEST
-
-          - arn:aws:lambda:eu-central-1:000000000000:function:functionname: ->
-              exception UnknownLambdaArnFormat
-
-          - arn:aws:lambda:eu-central-1:000000000000:function ->
-              exception UnknownLambdaArnFormat
-    """
-
-    if not lambda_arn:
-        return lambda_arn
-    lambda_arn_parts = lambda_arn.split(":")
-    lambda_arn_parts_len = len(lambda_arn_parts)
-
-    # The arn is qualified and with a non-empy qualifier.
-    is_qualified = lambda_arn_parts_len == 8
-    if is_qualified and lambda_arn_parts[-1]:
-        return lambda_arn
-
-    # Unknown lambda arn format.
-    is_unqualified = lambda_arn_parts_len == 7
-    if not is_unqualified:
-        raise UnknownLambdaArnFormat(unknown_lambda_arn=lambda_arn)
-
-    # Structure-wise, the arn is missing the qualifier.
-    qualifier = "$LATEST"
-    arn_tail = f":{qualifier}" if is_unqualified else qualifier
-    qualified_lambda_arn = lambda_arn + arn_tail
-    return qualified_lambda_arn
-
-
-def _post_process_lambda_debug_config(
-    post_processing_state: _LambdaDebugModeConfigPostProcessingState,
-    lambda_debug_config: LambdaDebugConfig,
-) -> None:
-    debug_port: Optional[int] = lambda_debug_config.debug_port
-    if debug_port is None:
-        return
-    if debug_port in post_processing_state.ports_used:
-        raise PortAlreadyInUse(port_number=debug_port)
-    post_processing_state.ports_used.add(debug_port)
-
-
-def load_lambda_debug_mode_config(yaml_string: str) -> Optional[LambdaDebugModeConfig]:
-    # Attempt to parse the yaml string.
-    try:
-        yaml_data = yaml.load(yaml_string, _SafeLoaderWithDuplicateCheck)
-    except yaml.YAMLError as yaml_error:
-        LOG.error(
-            "Could not parse yaml lambda debug mode configuration file due to: %s",
-            yaml_error,
-        )
-        yaml_data = None
-    if not yaml_data:
-        return None
-
-    # Attempt to build the LambdaDebugModeConfig object from the yaml object.
-    try:
-        config = LambdaDebugModeConfig(**yaml_data)
-    except ValidationError as validation_error:
-        validation_errors = validation_error.errors() or list()
-        error_messages = [
-            f"When parsing '{err.get('loc', '')}': {err.get('msg', str(err))}"
-            for err in validation_errors
-        ]
-        LOG.error(
-            "Unable to parse lambda debug mode configuration file due to errors: %s",
-            error_messages,
-        )
-        return None
-
-    # Attempt to post_process the configuration.
-    try:
-        post_process_lambda_debug_mode_config(config)
-    except LambdaDebugModeConfigException as lambda_debug_mode_error:
-        LOG.error(
-            "Invalid lambda debug mode configuration due to: %s",
-            lambda_debug_mode_error,
-        )
-        config = None
-
-    return config
diff --git a/localstack-core/localstack/utils/lambda_debug_mode/lambda_debug_mode_session.py b/localstack-core/localstack/utils/lambda_debug_mode/lambda_debug_mode_session.py
deleted file mode 100644
index f1155d531fa1e..0000000000000
--- a/localstack-core/localstack/utils/lambda_debug_mode/lambda_debug_mode_session.py
+++ /dev/null
@@ -1,175 +0,0 @@
-from __future__ import annotations
-
-import logging
-import os
-import time
-from threading import Event, Thread
-from typing import Optional
-
-from localstack.aws.api.lambda_ import Arn
-from localstack.config import LAMBDA_DEBUG_MODE, LAMBDA_DEBUG_MODE_CONFIG_PATH
-from localstack.utils.lambda_debug_mode.lambda_debug_mode_config import (
-    LambdaDebugConfig,
-    LambdaDebugModeConfig,
-    load_lambda_debug_mode_config,
-)
-from localstack.utils.objects import singleton_factory
-
-LOG = logging.getLogger(__name__)
-
-
-class LambdaDebugModeSession:
-    _is_lambda_debug_mode: bool
-
-    _configuration_file_path: Optional[str]
-    _watch_thread: Optional[Thread]
-    _initialised_event: Optional[Event]
-    _stop_event: Optional[Event]
-    _config: Optional[LambdaDebugModeConfig]
-
-    def __init__(self):
-        self._is_lambda_debug_mode = bool(LAMBDA_DEBUG_MODE)
-
-        # Disabled Lambda Debug Mode state initialisation.
-        self._configuration_file_path = None
-        self._watch_thread = None
-        self._initialised_event = None
-        self._stop_event = None
-        self._config = None
-
-        # Lambda Debug Mode is not enabled: leave as disabled state and return.
-        if not self._is_lambda_debug_mode:
-            return
-
-        # Lambda Debug Mode is enabled.
-        # Instantiate the configuration requirements if a configuration file is given.
-        self._configuration_file_path = LAMBDA_DEBUG_MODE_CONFIG_PATH
-        if not self._configuration_file_path:
-            return
-
-        # A configuration file path is given: initialised the resources to load and watch the file.
-
-        # Signal and block on first loading to ensure this is enforced from the very first
-        # invocation, as this module is not loaded at startup. The LambdaDebugModeConfigWatch
-        # thread will then take care of updating the configuration periodically and asynchronously.
-        # This may somewhat slow down the first upstream thread loading this module, but not
-        # future calls. On the other hand, avoiding this mechanism means that first Lambda calls
-        # occur with no Debug configuration.
-        self._initialised_event = Event()
-
-        # Signals when a shutdown signal from the application is registered.
-        self._stop_event = Event()
-
-        self._watch_thread = Thread(
-            target=self._watch_logic, args=(), daemon=True, name="LambdaDebugModeConfigWatch"
-        )
-        self._watch_thread.start()
-
-    @staticmethod
-    @singleton_factory
-    def get() -> LambdaDebugModeSession:
-        """Returns a singleton instance of the Lambda Debug Mode session."""
-        return LambdaDebugModeSession()
-
-    def ensure_running(self) -> None:
-        # Nothing to start.
-        if self._watch_thread is None or self._watch_thread.is_alive():
-            return
-        try:
-            self._watch_thread.start()
-        except Exception as exception:
-            exception_str = str(exception)
-            # The thread was already restarted by another process.
-            if (
-                isinstance(exception, RuntimeError)
-                and exception_str
-                and "threads can only be started once" in exception_str
-            ):
-                return
-            LOG.error(
-                "Lambda Debug Mode could not restart the "
-                "hot reloading of the configuration file, '%s'",
-                exception_str,
-            )
-
-    def signal_stop(self) -> None:
-        stop_event = self._stop_event
-        if stop_event is not None:
-            stop_event.set()
-
-    def _load_lambda_debug_mode_config(self):
-        yaml_configuration_string = None
-        try:
-            with open(self._configuration_file_path, "r") as df:
-                yaml_configuration_string = df.read()
-        except FileNotFoundError:
-            LOG.error(
-                "Error: The file lambda debug config file '%s' was not found.",
-                self._configuration_file_path,
-            )
-        except IsADirectoryError:
-            LOG.error(
-                "Error: Expected a lambda debug config file but found a directory at '%s'.",
-                self._configuration_file_path,
-            )
-        except PermissionError:
-            LOG.error(
-                "Error: Permission denied while trying to read the lambda debug config file '%s'.",
-                self._configuration_file_path,
-            )
-        except Exception as ex:
-            LOG.error(
-                "Error: An unexpected error occurred while reading lambda debug config '%s': '%s'",
-                self._configuration_file_path,
-                ex,
-            )
-        if not yaml_configuration_string:
-            return None
-
-        self._config = load_lambda_debug_mode_config(yaml_configuration_string)
-        if self._config is not None:
-            LOG.info("Lambda Debug Mode is now enforcing the latest configuration.")
-        else:
-            LOG.warning(
-                "Lambda Debug Mode could not load the latest configuration due to an error, "
-                "check logs for more details."
-            )
-
-    def _config_file_epoch_last_modified_or_now(self) -> int:
-        try:
-            modified_time = os.path.getmtime(self._configuration_file_path)
-            return int(modified_time)
-        except Exception as e:
-            LOG.warning("Lambda Debug Mode could not access the configuration file: %s", e)
-            epoch_now = int(time.time())
-            return epoch_now
-
-    def _watch_logic(self) -> None:
-        # TODO: consider relying on system calls (watchdog lib for cross-platform support)
-        #  instead of monitoring last modified dates.
-        # Run the first load and signal as initialised.
-        epoch_last_loaded: int = self._config_file_epoch_last_modified_or_now()
-        self._load_lambda_debug_mode_config()
-        self._initialised_event.set()
-
-        # Monitor for file changes whilst the application is running.
-        while not self._stop_event.is_set():
-            time.sleep(1)
-            epoch_last_modified = self._config_file_epoch_last_modified_or_now()
-            if epoch_last_modified > epoch_last_loaded:
-                epoch_last_loaded = epoch_last_modified
-                self._load_lambda_debug_mode_config()
-
-    def _get_initialised_config(self) -> Optional[LambdaDebugModeConfig]:
-        # Check the session is not initialising, and if so then wait for initialisation to finish.
-        # Note: the initialisation event is otherwise left set since after first initialisation has terminated.
-        if self._initialised_event is not None:
-            self._initialised_event.wait()
-        return self._config
-
-    def is_lambda_debug_mode(self) -> bool:
-        return self._is_lambda_debug_mode
-
-    def debug_config_for(self, lambda_arn: Arn) -> Optional[LambdaDebugConfig]:
-        config = self._get_initialised_config()
-        return config.functions.get(lambda_arn) if config else None
diff --git a/tests/unit/lambda_debug_mode/test_config_parsing.py b/tests/unit/lambda_debug_mode/test_config_parsing.py
index 5dd4ad45468c5..51b4173c2cc62 100644
--- a/tests/unit/lambda_debug_mode/test_config_parsing.py
+++ b/tests/unit/lambda_debug_mode/test_config_parsing.py
@@ -1,8 +1,6 @@
 import pytest
 
-from localstack.utils.lambda_debug_mode.lambda_debug_mode_config import (
-    load_lambda_debug_mode_config,
-)
+from localstack.services.lambda_.lambda_debug_mode.ldm_config_file import parse_ldm_config
 
 DEBUG_CONFIG_EMPTY = ""
 
@@ -105,11 +103,11 @@
     ],
 )
 def test_debug_config_invalid(yaml_config: str):
-    assert load_lambda_debug_mode_config(yaml_config) is None
+    assert parse_ldm_config(yaml_config) is None
 
 
 def test_debug_config_null_debug_port():
-    config = load_lambda_debug_mode_config(DEBUG_CONFIG_NULL_DEBUG_PORT)
+    config = parse_ldm_config(DEBUG_CONFIG_NULL_DEBUG_PORT)
     assert list(config.functions.values())[0].debug_port is None
 
 
@@ -125,7 +123,7 @@ def test_debug_config_null_debug_port():
     ],
 )
 def test_debug_config_base(yaml_config):
-    config = load_lambda_debug_mode_config(yaml_config)
+    config = parse_ldm_config(yaml_config)
     assert len(config.functions) == 1
     assert (
         "arn:aws:lambda:eu-central-1:000000000000:function:functionname:$LATEST" in config.functions

From 5ffabc05240ab78022a0ce1b403c8cfdd7ed1e63 Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Thu, 17 Jul 2025 19:01:45 +0200
Subject: [PATCH 005/697] add ELB service principal (#12872)

---
 localstack-core/localstack/utils/aws/client_types.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/localstack-core/localstack/utils/aws/client_types.py b/localstack-core/localstack/utils/aws/client_types.py
index 1fd9f3a84df5e..cb29648b6f6a8 100644
--- a/localstack-core/localstack/utils/aws/client_types.py
+++ b/localstack-core/localstack/utils/aws/client_types.py
@@ -285,6 +285,7 @@ class ServicePrincipal(str):
     cloudformation = "cloudformation"
     dms = "dms"
     edgelambda = "edgelambda"
+    elasticloadbalancing = "elasticloadbalancing"
     events = "events"
     firehose = "firehose"
     lambda_ = "lambda"

From 1885ad2a75656ef86805a987671639c13900a5d4 Mon Sep 17 00:00:00 2001
From: Daniel Fangl <daniel.fangl@localstack.cloud>
Date: Fri, 18 Jul 2025 10:51:47 +0200
Subject: [PATCH 006/697] Handle file not found case for chmod_r utility
 (#12861)

---
 localstack-core/localstack/utils/files.py | 6 +++++-
 1 file changed, 5 insertions(+), 1 deletion(-)

diff --git a/localstack-core/localstack/utils/files.py b/localstack-core/localstack/utils/files.py
index 7b71e26ca8664..97699f151e3a2 100644
--- a/localstack-core/localstack/utils/files.py
+++ b/localstack-core/localstack/utils/files.py
@@ -179,7 +179,11 @@ def idempotent_chmod(path: str, mode: int):
     try:
         os.chmod(path, mode)
     except Exception:
-        existing_mode = os.stat(path)
+        try:
+            existing_mode = os.stat(path)
+        except FileNotFoundError:
+            # file deleted in the meantime, or otherwise not accessible (socket)
+            return
         if mode in (existing_mode.st_mode, stat.S_IMODE(existing_mode.st_mode)):
             # file already has the desired permissions -> return
             return

From c95b45f5e3c3dc9d4844004a0f3e4965cf94246b Mon Sep 17 00:00:00 2001
From: Prakhar Bansal <44323623+pbansal2@users.noreply.github.com>
Date: Fri, 18 Jul 2025 17:55:34 +0200
Subject: [PATCH 007/697] KMS #12530: Error handling for invalid blob  issue
 (#12809)

---
 localstack-core/localstack/services/kms/provider.py |  6 +++++-
 tests/aws/services/kms/test_kms.py                  | 12 +++++++++++-
 tests/aws/services/kms/test_kms.snapshot.json       | 13 ++++++++++++-
 tests/aws/services/kms/test_kms.validation.json     |  8 +++++++-
 4 files changed, 35 insertions(+), 4 deletions(-)

diff --git a/localstack-core/localstack/services/kms/provider.py b/localstack-core/localstack/services/kms/provider.py
index a243e1d7fcea6..44b8ab941b6c6 100644
--- a/localstack-core/localstack/services/kms/provider.py
+++ b/localstack-core/localstack/services/kms/provider.py
@@ -1043,7 +1043,8 @@ def decrypt(
             account_id, region_name, key_id = self._parse_key_id(key_id, context)
             try:
                 ciphertext = deserialize_ciphertext_blob(ciphertext_blob=ciphertext_blob)
-            except Exception:
+            except Exception as e:
+                logging.error("Error deserializing ciphertext blob: %s", e)
                 ciphertext = None
                 pass
         else:
@@ -1072,6 +1073,9 @@ def decrypt(
             if self._is_rsa_spec(key.crypto_key.key_spec) and not ciphertext:
                 plaintext = key.decrypt_rsa(ciphertext_blob)
             else:
+                # if symmetric encryption then ciphertext must not be None
+                if ciphertext is None:
+                    raise InvalidCiphertextException()
                 plaintext = key.decrypt(ciphertext, encryption_context)
         except InvalidTag:
             raise InvalidCiphertextException()
diff --git a/tests/aws/services/kms/test_kms.py b/tests/aws/services/kms/test_kms.py
index 92fcf1f085139..60cca3dd68165 100644
--- a/tests/aws/services/kms/test_kms.py
+++ b/tests/aws/services/kms/test_kms.py
@@ -14,6 +14,7 @@
 from cryptography.hazmat.primitives.serialization import load_der_public_key
 
 from localstack.services.kms.models import (
+    HEADER_LEN,
     IV_LEN,
     ON_DEMAND_ROTATION_LIMIT,
     Ciphertext,
@@ -1787,7 +1788,7 @@ def test_plaintext_size_for_encrypt(self, kms_create_key, snapshot, aws_client):
         snapshot.match("invalid-plaintext-size-encrypt", e.value.response)
 
     @markers.aws.validated
-    @markers.snapshot.skip_snapshot_verify(paths=["$..message"])
+    @markers.snapshot.skip_snapshot_verify(paths=["$..message", "$..KeyMaterialId"])
     def test_encrypt_decrypt_encryption_context(self, kms_create_key, snapshot, aws_client):
         key_id = kms_create_key()["KeyId"]
         message = b"test message 123 !%$@ 1234567890"
@@ -1819,6 +1820,15 @@ def test_encrypt_decrypt_encryption_context(self, kms_create_key, snapshot, aws_
             )
         snapshot.match("decrypt_response_without_encryption_context", e.value.response)
 
+        with pytest.raises(ClientError) as e:
+            aws_client.kms.decrypt(
+                KeyId=key_id,
+                CiphertextBlob=ciphertext[HEADER_LEN:],
+                EncryptionAlgorithm=algo,
+                EncryptionContext=encryption_context,
+            )
+        snapshot.match("decrypt_response_with_invalid_ciphertext", e.value.response)
+
     @markers.aws.validated
     def test_get_parameters_for_import(self, kms_create_key, snapshot, aws_client):
         sign_verify_key = kms_create_key(
diff --git a/tests/aws/services/kms/test_kms.snapshot.json b/tests/aws/services/kms/test_kms.snapshot.json
index 0d4f5ff03be92..72378220bb80e 100644
--- a/tests/aws/services/kms/test_kms.snapshot.json
+++ b/tests/aws/services/kms/test_kms.snapshot.json
@@ -1565,7 +1565,7 @@
     }
   },
   "tests/aws/services/kms/test_kms.py::TestKMS::test_encrypt_decrypt_encryption_context": {
-    "recorded-date": "11-05-2023, 22:46:49",
+    "recorded-date": "08-07-2025, 05:53:27",
     "recorded-content": {
       "encrypt_response": {
         "CiphertextBlob": "ciphertext-blob",
@@ -1579,6 +1579,7 @@
       "decrypt_response_with_encryption_context": {
         "EncryptionAlgorithm": "SYMMETRIC_DEFAULT",
         "KeyId": "<key-id:1>",
+        "KeyMaterialId": "e2333676b9bf055cb0caa2bec3957d7f3e60b7545a3706314e397746cd26122e",
         "Plaintext": "plaintext",
         "ResponseMetadata": {
           "HTTPHeaders": {},
@@ -1594,6 +1595,16 @@
           "HTTPHeaders": {},
           "HTTPStatusCode": 400
         }
+      },
+      "decrypt_response_with_invalid_ciphertext": {
+        "Error": {
+          "Code": "InvalidCiphertextException",
+          "Message": ""
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
       }
     }
   },
diff --git a/tests/aws/services/kms/test_kms.validation.json b/tests/aws/services/kms/test_kms.validation.json
index df19dfe77dbba..770c8e2e69935 100644
--- a/tests/aws/services/kms/test_kms.validation.json
+++ b/tests/aws/services/kms/test_kms.validation.json
@@ -60,7 +60,13 @@
     "last_validated_date": "2024-04-11T15:53:18+00:00"
   },
   "tests/aws/services/kms/test_kms.py::TestKMS::test_encrypt_decrypt_encryption_context": {
-    "last_validated_date": "2024-04-11T15:54:22+00:00"
+    "last_validated_date": "2025-07-08T05:53:27+00:00",
+    "durations_in_seconds": {
+      "setup": 0.74,
+      "call": 1.08,
+      "teardown": 0.15,
+      "total": 1.97
+    }
   },
   "tests/aws/services/kms/test_kms.py::TestKMS::test_encrypt_validate_plaintext_size_per_key_type[RSA_2048-RSAES_OAEP_SHA_1]": {
     "last_validated_date": "2024-04-11T15:53:20+00:00"

From 9bd5851ff6ff7facc28716d628525942bcc4372a Mon Sep 17 00:00:00 2001
From: Anastasia Dusak <61540676+k-a-il@users.noreply.github.com>
Date: Fri, 18 Jul 2025 18:16:24 +0200
Subject: [PATCH 008/697] DynamoDB: skip failing test
 test_more_than_20_global_secondary_indexes (#12874)

---
 tests/aws/services/dynamodb/test_dynamodb.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/tests/aws/services/dynamodb/test_dynamodb.py b/tests/aws/services/dynamodb/test_dynamodb.py
index 2c0ab3e50b42f..bb08305fe2546 100644
--- a/tests/aws/services/dynamodb/test_dynamodb.py
+++ b/tests/aws/services/dynamodb/test_dynamodb.py
@@ -474,6 +474,7 @@ def test_valid_local_secondary_index(
         transformed_dict = SortingTransformer("Items", lambda x: x).transform(result)
         snapshot.match("Items", transformed_dict)
 
+    @pytest.mark.skip(reason="Temporarily skipped")
     @markers.aws.only_localstack(reason="AWS has a 20 GSI limit")
     def test_more_than_20_global_secondary_indexes(
         self, dynamodb_create_table_with_parameters, aws_client

From edb197651a75fb305d1f2e78775ad08f9cf1643a Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Mon, 21 Jul 2025 09:57:39 +0200
Subject: [PATCH 009/697] Update ASF APIs, update router test and provider
 method signatures (#12877)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
Co-authored-by: Alexander Rashed <alexander.rashed@localstack.cloud>
---
 .../aws/api/dynamodbstreams/__init__.py       |  11 ++
 .../localstack/aws/api/ec2/__init__.py        |  17 ++
 .../localstack/aws/api/events/__init__.py     |  24 +++
 .../localstack/aws/api/logs/__init__.py       |  73 ++++++-
 .../localstack/aws/api/opensearch/__init__.py |   6 +
 .../localstack/aws/api/s3/__init__.py         | 185 ++++++++++++++++++
 .../services/dynamodbstreams/provider.py      |   7 +-
 .../localstack/services/events/provider.py    |  12 +-
 pyproject.toml                                |   6 +-
 requirements-base-runtime.txt                 |   4 +-
 requirements-dev.txt                          |   6 +-
 requirements-runtime.txt                      |   6 +-
 requirements-test.txt                         |   6 +-
 requirements-typehint.txt                     |   6 +-
 tests/unit/aws/test_service_router.py         |   2 +
 15 files changed, 344 insertions(+), 27 deletions(-)

diff --git a/localstack-core/localstack/aws/api/dynamodbstreams/__init__.py b/localstack-core/localstack/aws/api/dynamodbstreams/__init__.py
index a9ecabeff5864..8d550fd1f1f6c 100644
--- a/localstack-core/localstack/aws/api/dynamodbstreams/__init__.py
+++ b/localstack-core/localstack/aws/api/dynamodbstreams/__init__.py
@@ -31,6 +31,10 @@ class OperationType(StrEnum):
     REMOVE = "REMOVE"
 
 
+class ShardFilterType(StrEnum):
+    CHILD_SHARDS = "CHILD_SHARDS"
+
+
 class ShardIteratorType(StrEnum):
     TRIM_HORIZON = "TRIM_HORIZON"
     LATEST = "LATEST"
@@ -105,10 +109,16 @@ class AttributeValue(TypedDict, total=False):
 Date = datetime
 
 
+class ShardFilter(TypedDict, total=False):
+    Type: Optional[ShardFilterType]
+    ShardId: Optional[ShardId]
+
+
 class DescribeStreamInput(ServiceRequest):
     StreamArn: StreamArn
     Limit: Optional[PositiveIntegerObject]
     ExclusiveStartShardId: Optional[ShardId]
+    ShardFilter: Optional[ShardFilter]
 
 
 class SequenceNumberRange(TypedDict, total=False):
@@ -232,6 +242,7 @@ def describe_stream(
         stream_arn: StreamArn,
         limit: PositiveIntegerObject | None = None,
         exclusive_start_shard_id: ShardId | None = None,
+        shard_filter: ShardFilter | None = None,
         **kwargs,
     ) -> DescribeStreamOutput:
         raise NotImplementedError
diff --git a/localstack-core/localstack/aws/api/ec2/__init__.py b/localstack-core/localstack/aws/api/ec2/__init__.py
index faeb55f9d6697..734cd8bc5e5ef 100644
--- a/localstack-core/localstack/aws/api/ec2/__init__.py
+++ b/localstack-core/localstack/aws/api/ec2/__init__.py
@@ -1273,6 +1273,11 @@ class ImdsSupportValues(StrEnum):
     v2_0 = "v2.0"
 
 
+class InitializationType(StrEnum):
+    default = "default"
+    provisioned_rate = "provisioned-rate"
+
+
 class InstanceAttributeName(StrEnum):
     instanceType = "instanceType"
     kernel = "kernel"
@@ -3814,6 +3819,7 @@ class VolumeStatusInfoStatus(StrEnum):
 class VolumeStatusName(StrEnum):
     io_enabled = "io-enabled"
     io_performance = "io-performance"
+    initialization_state = "initialization-state"
 
 
 class VolumeType(StrEnum):
@@ -7429,6 +7435,7 @@ class CreateInstanceConnectEndpointRequest(ServiceRequest):
     PreserveClientIp: Optional[Boolean]
     ClientToken: Optional[String]
     TagSpecifications: Optional[TagSpecificationList]
+    IpAddressType: Optional[IpAddressType]
 
 
 SecurityGroupIdSet = List[SecurityGroupId]
@@ -7451,6 +7458,7 @@ class Ec2InstanceConnectEndpoint(TypedDict, total=False):
     PreserveClientIp: Optional[Boolean]
     SecurityGroupIds: Optional[SecurityGroupIdSet]
     Tags: Optional[TagList]
+    IpAddressType: Optional[IpAddressType]
 
 
 class CreateInstanceConnectEndpointResult(TypedDict, total=False):
@@ -12556,6 +12564,7 @@ class Image(TypedDict, total=False):
     ImageAllowed: Optional[Boolean]
     SourceImageId: Optional[String]
     SourceImageRegion: Optional[String]
+    FreeTierEligible: Optional[Boolean]
     ImageId: Optional[String]
     ImageLocation: Optional[String]
     State: Optional[ImageState]
@@ -15737,6 +15746,12 @@ class DescribeVolumeStatusRequest(ServiceRequest):
     Filters: Optional[FilterList]
 
 
+class InitializationStatusDetails(TypedDict, total=False):
+    InitializationType: Optional[InitializationType]
+    Progress: Optional[Long]
+    EstimatedTimeToCompleteInSeconds: Optional[Long]
+
+
 class VolumeStatusAttachmentStatus(TypedDict, total=False):
     IoPerformance: Optional[String]
     InstanceId: Optional[String]
@@ -15788,6 +15803,7 @@ class VolumeStatusItem(TypedDict, total=False):
     VolumeId: Optional[String]
     VolumeStatus: Optional[VolumeStatusInfo]
     AttachmentStatuses: Optional[VolumeStatusAttachmentStatusList]
+    InitializationStatusDetails: Optional[InitializationStatusDetails]
     AvailabilityZoneId: Optional[String]
 
 
@@ -21729,6 +21745,7 @@ def create_instance_connect_endpoint(
         preserve_client_ip: Boolean | None = None,
         client_token: String | None = None,
         tag_specifications: TagSpecificationList | None = None,
+        ip_address_type: IpAddressType | None = None,
         **kwargs,
     ) -> CreateInstanceConnectEndpointResult:
         raise NotImplementedError
diff --git a/localstack-core/localstack/aws/api/events/__init__.py b/localstack-core/localstack/aws/api/events/__init__.py
index 3ad5d9dcaaaf1..ced78055f6c25 100644
--- a/localstack-core/localstack/aws/api/events/__init__.py
+++ b/localstack-core/localstack/aws/api/events/__init__.py
@@ -180,12 +180,24 @@ class EventSourceState(StrEnum):
     DELETED = "DELETED"
 
 
+class IncludeDetail(StrEnum):
+    NONE = "NONE"
+    FULL = "FULL"
+
+
 class LaunchType(StrEnum):
     EC2 = "EC2"
     FARGATE = "FARGATE"
     EXTERNAL = "EXTERNAL"
 
 
+class Level(StrEnum):
+    OFF = "OFF"
+    ERROR = "ERROR"
+    INFO = "INFO"
+    TRACE = "TRACE"
+
+
 class PlacementConstraintType(StrEnum):
     distinctInstance = "distinctInstance"
     memberOf = "memberOf"
@@ -613,6 +625,11 @@ class Tag(TypedDict, total=False):
 TagList = List[Tag]
 
 
+class LogConfig(TypedDict, total=False):
+    IncludeDetail: Optional[IncludeDetail]
+    Level: Optional[Level]
+
+
 class DeadLetterConfig(TypedDict, total=False):
     Arn: Optional[ResourceArn]
 
@@ -623,6 +640,7 @@ class CreateEventBusRequest(ServiceRequest):
     Description: Optional[EventBusDescription]
     KmsKeyIdentifier: Optional[KmsKeyIdentifier]
     DeadLetterConfig: Optional[DeadLetterConfig]
+    LogConfig: Optional[LogConfig]
     Tags: Optional[TagList]
 
 
@@ -631,6 +649,7 @@ class CreateEventBusResponse(TypedDict, total=False):
     Description: Optional[EventBusDescription]
     KmsKeyIdentifier: Optional[KmsKeyIdentifier]
     DeadLetterConfig: Optional[DeadLetterConfig]
+    LogConfig: Optional[LogConfig]
 
 
 class CreatePartnerEventSourceRequest(ServiceRequest):
@@ -797,6 +816,7 @@ class DescribeEventBusResponse(TypedDict, total=False):
     KmsKeyIdentifier: Optional[KmsKeyIdentifier]
     DeadLetterConfig: Optional[DeadLetterConfig]
     Policy: Optional[String]
+    LogConfig: Optional[LogConfig]
     CreationTime: Optional[Timestamp]
     LastModifiedTime: Optional[Timestamp]
 
@@ -1543,6 +1563,7 @@ class UpdateEventBusRequest(ServiceRequest):
     KmsKeyIdentifier: Optional[KmsKeyIdentifier]
     Description: Optional[EventBusDescription]
     DeadLetterConfig: Optional[DeadLetterConfig]
+    LogConfig: Optional[LogConfig]
 
 
 class UpdateEventBusResponse(TypedDict, total=False):
@@ -1551,6 +1572,7 @@ class UpdateEventBusResponse(TypedDict, total=False):
     KmsKeyIdentifier: Optional[KmsKeyIdentifier]
     Description: Optional[EventBusDescription]
     DeadLetterConfig: Optional[DeadLetterConfig]
+    LogConfig: Optional[LogConfig]
 
 
 class EventsApi:
@@ -1634,6 +1656,7 @@ def create_event_bus(
         description: EventBusDescription | None = None,
         kms_key_identifier: KmsKeyIdentifier | None = None,
         dead_letter_config: DeadLetterConfig | None = None,
+        log_config: LogConfig | None = None,
         tags: TagList | None = None,
         **kwargs,
     ) -> CreateEventBusResponse:
@@ -2107,6 +2130,7 @@ def update_event_bus(
         kms_key_identifier: KmsKeyIdentifier | None = None,
         description: EventBusDescription | None = None,
         dead_letter_config: DeadLetterConfig | None = None,
+        log_config: LogConfig | None = None,
         **kwargs,
     ) -> UpdateEventBusResponse:
         raise NotImplementedError
diff --git a/localstack-core/localstack/aws/api/logs/__init__.py b/localstack-core/localstack/aws/api/logs/__init__.py
index 1d93648315038..1f7d7e407221d 100644
--- a/localstack-core/localstack/aws/api/logs/__init__.py
+++ b/localstack-core/localstack/aws/api/logs/__init__.py
@@ -47,6 +47,7 @@
 EventId = str
 EventMessage = str
 EventsLimit = int
+ExpectedRevisionId = str
 ExportDestinationBucket = str
 ExportDestinationPrefix = str
 ExportTaskId = str
@@ -87,6 +88,7 @@
 LogGroupName = str
 LogGroupNamePattern = str
 LogGroupNameRegexPattern = str
+LogObjectPointer = str
 LogRecordPointer = str
 LogStreamName = str
 LogStreamSearchedCompletely = bool
@@ -172,6 +174,7 @@ class DeliveryDestinationType(StrEnum):
     S3 = "S3"
     CWL = "CWL"
     FH = "FH"
+    XRAY = "XRAY"
 
 
 class Distribution(StrEnum):
@@ -268,11 +271,17 @@ class OutputFormat(StrEnum):
     parquet = "parquet"
 
 
+class PolicyScope(StrEnum):
+    ACCOUNT = "ACCOUNT"
+    RESOURCE = "RESOURCE"
+
+
 class PolicyType(StrEnum):
     DATA_PROTECTION_POLICY = "DATA_PROTECTION_POLICY"
     SUBSCRIPTION_FILTER_POLICY = "SUBSCRIPTION_FILTER_POLICY"
     FIELD_INDEX_POLICY = "FIELD_INDEX_POLICY"
     TRANSFORMER_POLICY = "TRANSFORMER_POLICY"
+    METRIC_EXTRACTION_POLICY = "METRIC_EXTRACTION_POLICY"
 
 
 class QueryLanguage(StrEnum):
@@ -373,6 +382,12 @@ class DataAlreadyAcceptedException(ServiceException):
     expectedSequenceToken: Optional[SequenceToken]
 
 
+class InternalStreamingException(ServiceException):
+    code: str = "InternalStreamingException"
+    sender_fault: bool = False
+    status_code: int = 400
+
+
 class InvalidOperationException(ServiceException):
     code: str = "InvalidOperationException"
     sender_fault: bool = False
@@ -730,6 +745,7 @@ class CreateLogStreamRequest(ServiceRequest):
 
 
 DashboardViewerPrincipals = List[Arn]
+Data = bytes
 MatchPatterns = List[MatchPattern]
 
 
@@ -824,6 +840,8 @@ class DeleteQueryDefinitionResponse(TypedDict, total=False):
 
 class DeleteResourcePolicyRequest(ServiceRequest):
     policyName: Optional[PolicyName]
+    resourceArn: Optional[Arn]
+    expectedRevisionId: Optional[ExpectedRevisionId]
 
 
 class DeleteRetentionPolicyRequest(ServiceRequest):
@@ -1208,12 +1226,17 @@ class DescribeQueryDefinitionsResponse(TypedDict, total=False):
 class DescribeResourcePoliciesRequest(ServiceRequest):
     nextToken: Optional[NextToken]
     limit: Optional[DescribeLimit]
+    resourceArn: Optional[Arn]
+    policyScope: Optional[PolicyScope]
 
 
 class ResourcePolicy(TypedDict, total=False):
     policyName: Optional[PolicyName]
     policyDocument: Optional[PolicyDocument]
     lastUpdatedTime: Optional[Timestamp]
+    policyScope: Optional[PolicyScope]
+    resourceArn: Optional[Arn]
+    revisionId: Optional[ExpectedRevisionId]
 
 
 ResourcePolicies = List[ResourcePolicy]
@@ -1266,6 +1289,12 @@ class Entity(TypedDict, total=False):
 
 EventNumber = int
 ExtractedValues = Dict[Token, Value]
+
+
+class FieldsData(TypedDict, total=False):
+    data: Optional[Data]
+
+
 InputLogStreamNames = List[LogStreamName]
 
 
@@ -1489,6 +1518,20 @@ class GetLogGroupFieldsResponse(TypedDict, total=False):
     logGroupFields: Optional[LogGroupFieldList]
 
 
+class GetLogObjectRequest(ServiceRequest):
+    unmask: Optional[Unmask]
+    logObjectPointer: LogObjectPointer
+
+
+class GetLogObjectResponseStream(TypedDict, total=False):
+    fields: Optional[FieldsData]
+    InternalStreamingException: Optional[InternalStreamingException]
+
+
+class GetLogObjectResponse(TypedDict, total=False):
+    fieldStream: Iterator[GetLogObjectResponseStream]
+
+
 class GetLogRecordRequest(ServiceRequest):
     logRecordPointer: LogRecordPointer
     unmask: Optional[Unmask]
@@ -1901,7 +1944,8 @@ class PutDeliveryDestinationPolicyResponse(TypedDict, total=False):
 class PutDeliveryDestinationRequest(ServiceRequest):
     name: DeliveryDestinationName
     outputFormat: Optional[OutputFormat]
-    deliveryDestinationConfiguration: DeliveryDestinationConfiguration
+    deliveryDestinationConfiguration: Optional[DeliveryDestinationConfiguration]
+    deliveryDestinationType: Optional[DeliveryDestinationType]
     tags: Optional[Tags]
 
 
@@ -2009,10 +2053,13 @@ class PutQueryDefinitionResponse(TypedDict, total=False):
 class PutResourcePolicyRequest(ServiceRequest):
     policyName: Optional[PolicyName]
     policyDocument: Optional[PolicyDocument]
+    resourceArn: Optional[Arn]
+    expectedRevisionId: Optional[ExpectedRevisionId]
 
 
 class PutResourcePolicyResponse(TypedDict, total=False):
     resourcePolicy: Optional[ResourcePolicy]
+    revisionId: Optional[ExpectedRevisionId]
 
 
 class PutRetentionPolicyRequest(ServiceRequest):
@@ -2335,7 +2382,12 @@ def delete_query_definition(
 
     @handler("DeleteResourcePolicy")
     def delete_resource_policy(
-        self, context: RequestContext, policy_name: PolicyName | None = None, **kwargs
+        self,
+        context: RequestContext,
+        policy_name: PolicyName | None = None,
+        resource_arn: Arn | None = None,
+        expected_revision_id: ExpectedRevisionId | None = None,
+        **kwargs,
     ) -> None:
         raise NotImplementedError
 
@@ -2536,6 +2588,8 @@ def describe_resource_policies(
         context: RequestContext,
         next_token: NextToken | None = None,
         limit: DescribeLimit | None = None,
+        resource_arn: Arn | None = None,
+        policy_scope: PolicyScope | None = None,
         **kwargs,
     ) -> DescribeResourcePoliciesResponse:
         raise NotImplementedError
@@ -2651,6 +2705,16 @@ def get_log_group_fields(
     ) -> GetLogGroupFieldsResponse:
         raise NotImplementedError
 
+    @handler("GetLogObject")
+    def get_log_object(
+        self,
+        context: RequestContext,
+        log_object_pointer: LogObjectPointer,
+        unmask: Unmask | None = None,
+        **kwargs,
+    ) -> GetLogObjectResponse:
+        raise NotImplementedError
+
     @handler("GetLogRecord")
     def get_log_record(
         self,
@@ -2772,8 +2836,9 @@ def put_delivery_destination(
         self,
         context: RequestContext,
         name: DeliveryDestinationName,
-        delivery_destination_configuration: DeliveryDestinationConfiguration,
         output_format: OutputFormat | None = None,
+        delivery_destination_configuration: DeliveryDestinationConfiguration | None = None,
+        delivery_destination_type: DeliveryDestinationType | None = None,
         tags: Tags | None = None,
         **kwargs,
     ) -> PutDeliveryDestinationResponse:
@@ -2891,6 +2956,8 @@ def put_resource_policy(
         context: RequestContext,
         policy_name: PolicyName | None = None,
         policy_document: PolicyDocument | None = None,
+        resource_arn: Arn | None = None,
+        expected_revision_id: ExpectedRevisionId | None = None,
         **kwargs,
     ) -> PutResourcePolicyResponse:
         raise NotImplementedError
diff --git a/localstack-core/localstack/aws/api/opensearch/__init__.py b/localstack-core/localstack/aws/api/opensearch/__init__.py
index 73c9074d0a619..29ed8459808e8 100644
--- a/localstack-core/localstack/aws/api/opensearch/__init__.py
+++ b/localstack-core/localstack/aws/api/opensearch/__init__.py
@@ -683,12 +683,17 @@ class ValidationException(ServiceException):
     status_code: int = 400
 
 
+class S3VectorsEngine(TypedDict, total=False):
+    Enabled: Optional[Boolean]
+
+
 class NaturalLanguageQueryGenerationOptionsInput(TypedDict, total=False):
     DesiredState: Optional[NaturalLanguageQueryGenerationDesiredState]
 
 
 class AIMLOptionsInput(TypedDict, total=False):
     NaturalLanguageQueryGenerationOptions: Optional[NaturalLanguageQueryGenerationOptionsInput]
+    S3VectorsEngine: Optional[S3VectorsEngine]
 
 
 class NaturalLanguageQueryGenerationOptionsOutput(TypedDict, total=False):
@@ -698,6 +703,7 @@ class NaturalLanguageQueryGenerationOptionsOutput(TypedDict, total=False):
 
 class AIMLOptionsOutput(TypedDict, total=False):
     NaturalLanguageQueryGenerationOptions: Optional[NaturalLanguageQueryGenerationOptionsOutput]
+    S3VectorsEngine: Optional[S3VectorsEngine]
 
 
 UpdateTimestamp = datetime
diff --git a/localstack-core/localstack/aws/api/s3/__init__.py b/localstack-core/localstack/aws/api/s3/__init__.py
index 85a31139d1dcb..c6691aa8feb80 100644
--- a/localstack-core/localstack/aws/api/s3/__init__.py
+++ b/localstack-core/localstack/aws/api/s3/__init__.py
@@ -90,6 +90,7 @@
 KeyCount = int
 KeyMarker = str
 KeyPrefixEquals = str
+KmsKeyArn = str
 LambdaFunctionArn = str
 Location = str
 LocationNameAsString = str
@@ -133,6 +134,7 @@
 QuoteEscapeCharacter = str
 Range = str
 RecordDelimiter = str
+RecordExpirationDays = int
 Region = str
 RenameSource = str
 RenameSourceIfMatch = str
@@ -347,6 +349,11 @@ class ExistingObjectReplicationStatus(StrEnum):
     Disabled = "Disabled"
 
 
+class ExpirationState(StrEnum):
+    ENABLED = "ENABLED"
+    DISABLED = "DISABLED"
+
+
 class ExpirationStatus(StrEnum):
     Enabled = "Enabled"
     Disabled = "Disabled"
@@ -377,6 +384,11 @@ class IntelligentTieringStatus(StrEnum):
     Disabled = "Disabled"
 
 
+class InventoryConfigurationState(StrEnum):
+    ENABLED = "ENABLED"
+    DISABLED = "DISABLED"
+
+
 class InventoryFormat(StrEnum):
     CSV = "CSV"
     ORC = "ORC"
@@ -574,6 +586,11 @@ class RestoreRequestType(StrEnum):
     SELECT = "SELECT"
 
 
+class S3TablesBucketType(StrEnum):
+    aws = "aws"
+    customer = "customer"
+
+
 class ServerSideEncryption(StrEnum):
     AES256 = "AES256"
     aws_fsx = "aws:fsx"
@@ -610,6 +627,11 @@ class StorageClassAnalysisSchemaVersion(StrEnum):
     V_1 = "V_1"
 
 
+class TableSseAlgorithm(StrEnum):
+    aws_kms = "aws:kms"
+    AES256 = "AES256"
+
+
 class TaggingDirective(StrEnum):
     COPY = "COPY"
     REPLACE = "REPLACE"
@@ -1502,6 +1524,39 @@ class CreateBucketConfiguration(TypedDict, total=False):
     Tags: Optional[TagSet]
 
 
+class MetadataTableEncryptionConfiguration(TypedDict, total=False):
+    SseAlgorithm: TableSseAlgorithm
+    KmsKeyArn: Optional[KmsKeyArn]
+
+
+class InventoryTableConfiguration(TypedDict, total=False):
+    ConfigurationState: InventoryConfigurationState
+    EncryptionConfiguration: Optional[MetadataTableEncryptionConfiguration]
+
+
+class RecordExpiration(TypedDict, total=False):
+    Expiration: ExpirationState
+    Days: Optional[RecordExpirationDays]
+
+
+class JournalTableConfiguration(TypedDict, total=False):
+    RecordExpiration: RecordExpiration
+    EncryptionConfiguration: Optional[MetadataTableEncryptionConfiguration]
+
+
+class MetadataConfiguration(TypedDict, total=False):
+    JournalTableConfiguration: JournalTableConfiguration
+    InventoryTableConfiguration: Optional[InventoryTableConfiguration]
+
+
+class CreateBucketMetadataConfigurationRequest(ServiceRequest):
+    Bucket: BucketName
+    ContentMD5: Optional[ContentMD5]
+    ChecksumAlgorithm: Optional[ChecksumAlgorithm]
+    MetadataConfiguration: MetadataConfiguration
+    ExpectedBucketOwner: Optional[AccountId]
+
+
 class S3TablesDestination(TypedDict, total=False):
     TableBucketArn: S3TablesBucketArn
     TableName: S3TablesName
@@ -1674,6 +1729,11 @@ class DeleteBucketLifecycleRequest(ServiceRequest):
     ExpectedBucketOwner: Optional[AccountId]
 
 
+class DeleteBucketMetadataConfigurationRequest(ServiceRequest):
+    Bucket: BucketName
+    ExpectedBucketOwner: Optional[AccountId]
+
+
 class DeleteBucketMetadataTableConfigurationRequest(ServiceRequest):
     Bucket: BucketName
     ExpectedBucketOwner: Optional[AccountId]
@@ -1833,6 +1893,12 @@ class Destination(TypedDict, total=False):
     Metrics: Optional[Metrics]
 
 
+class DestinationResult(TypedDict, total=False):
+    TableBucketType: Optional[S3TablesBucketType]
+    TableBucketArn: Optional[S3TablesBucketArn]
+    TableNamespace: Optional[S3TablesNamespace]
+
+
 class Encryption(TypedDict, total=False):
     EncryptionType: ServerSideEncryption
     KMSKeyId: Optional[SSEKMSKeyId]
@@ -2080,6 +2146,41 @@ class GetBucketLoggingRequest(ServiceRequest):
     ExpectedBucketOwner: Optional[AccountId]
 
 
+class InventoryTableConfigurationResult(TypedDict, total=False):
+    ConfigurationState: InventoryConfigurationState
+    TableStatus: Optional[MetadataTableStatus]
+    Error: Optional[ErrorDetails]
+    TableName: Optional[S3TablesName]
+    TableArn: Optional[S3TablesArn]
+
+
+class JournalTableConfigurationResult(TypedDict, total=False):
+    TableStatus: MetadataTableStatus
+    Error: Optional[ErrorDetails]
+    TableName: S3TablesName
+    TableArn: Optional[S3TablesArn]
+    RecordExpiration: RecordExpiration
+
+
+class MetadataConfigurationResult(TypedDict, total=False):
+    DestinationResult: DestinationResult
+    JournalTableConfigurationResult: Optional[JournalTableConfigurationResult]
+    InventoryTableConfigurationResult: Optional[InventoryTableConfigurationResult]
+
+
+class GetBucketMetadataConfigurationResult(TypedDict, total=False):
+    MetadataConfigurationResult: MetadataConfigurationResult
+
+
+class GetBucketMetadataConfigurationOutput(TypedDict, total=False):
+    GetBucketMetadataConfigurationResult: Optional[GetBucketMetadataConfigurationResult]
+
+
+class GetBucketMetadataConfigurationRequest(ServiceRequest):
+    Bucket: BucketName
+    ExpectedBucketOwner: Optional[AccountId]
+
+
 class S3TablesDestinationResult(TypedDict, total=False):
     TableBucketArn: S3TablesBucketArn
     TableName: S3TablesName
@@ -2634,10 +2735,19 @@ class InputSerialization(TypedDict, total=False):
 InventoryConfigurationList = List[InventoryConfiguration]
 
 
+class InventoryTableConfigurationUpdates(TypedDict, total=False):
+    ConfigurationState: InventoryConfigurationState
+    EncryptionConfiguration: Optional[MetadataTableEncryptionConfiguration]
+
+
 class JSONOutput(TypedDict, total=False):
     RecordDelimiter: Optional[RecordDelimiter]
 
 
+class JournalTableConfigurationUpdates(TypedDict, total=False):
+    RecordExpiration: RecordExpiration
+
+
 class S3KeyFilter(TypedDict, total=False):
     FilterRules: Optional[FilterRuleList]
 
@@ -3496,6 +3606,22 @@ class SelectObjectContentRequest(ServiceRequest):
     ExpectedBucketOwner: Optional[AccountId]
 
 
+class UpdateBucketMetadataInventoryTableConfigurationRequest(ServiceRequest):
+    Bucket: BucketName
+    ContentMD5: Optional[ContentMD5]
+    ChecksumAlgorithm: Optional[ChecksumAlgorithm]
+    InventoryTableConfiguration: InventoryTableConfigurationUpdates
+    ExpectedBucketOwner: Optional[AccountId]
+
+
+class UpdateBucketMetadataJournalTableConfigurationRequest(ServiceRequest):
+    Bucket: BucketName
+    ContentMD5: Optional[ContentMD5]
+    ChecksumAlgorithm: Optional[ChecksumAlgorithm]
+    JournalTableConfiguration: JournalTableConfigurationUpdates
+    ExpectedBucketOwner: Optional[AccountId]
+
+
 class UploadPartCopyOutput(TypedDict, total=False):
     CopySourceVersionId: Optional[CopySourceVersionId]
     CopyPartResult: Optional[CopyPartResult]
@@ -3750,6 +3876,19 @@ def create_bucket(
     ) -> CreateBucketOutput:
         raise NotImplementedError
 
+    @handler("CreateBucketMetadataConfiguration")
+    def create_bucket_metadata_configuration(
+        self,
+        context: RequestContext,
+        bucket: BucketName,
+        metadata_configuration: MetadataConfiguration,
+        content_md5: ContentMD5 | None = None,
+        checksum_algorithm: ChecksumAlgorithm | None = None,
+        expected_bucket_owner: AccountId | None = None,
+        **kwargs,
+    ) -> None:
+        raise NotImplementedError
+
     @handler("CreateBucketMetadataTableConfiguration")
     def create_bucket_metadata_table_configuration(
         self,
@@ -3889,6 +4028,16 @@ def delete_bucket_lifecycle(
     ) -> None:
         raise NotImplementedError
 
+    @handler("DeleteBucketMetadataConfiguration")
+    def delete_bucket_metadata_configuration(
+        self,
+        context: RequestContext,
+        bucket: BucketName,
+        expected_bucket_owner: AccountId | None = None,
+        **kwargs,
+    ) -> None:
+        raise NotImplementedError
+
     @handler("DeleteBucketMetadataTableConfiguration")
     def delete_bucket_metadata_table_configuration(
         self,
@@ -4129,6 +4278,16 @@ def get_bucket_logging(
     ) -> GetBucketLoggingOutput:
         raise NotImplementedError
 
+    @handler("GetBucketMetadataConfiguration")
+    def get_bucket_metadata_configuration(
+        self,
+        context: RequestContext,
+        bucket: BucketName,
+        expected_bucket_owner: AccountId | None = None,
+        **kwargs,
+    ) -> GetBucketMetadataConfigurationOutput:
+        raise NotImplementedError
+
     @handler("GetBucketMetadataTableConfiguration")
     def get_bucket_metadata_table_configuration(
         self,
@@ -5042,6 +5201,32 @@ def select_object_content(
     ) -> SelectObjectContentOutput:
         raise NotImplementedError
 
+    @handler("UpdateBucketMetadataInventoryTableConfiguration")
+    def update_bucket_metadata_inventory_table_configuration(
+        self,
+        context: RequestContext,
+        bucket: BucketName,
+        inventory_table_configuration: InventoryTableConfigurationUpdates,
+        content_md5: ContentMD5 | None = None,
+        checksum_algorithm: ChecksumAlgorithm | None = None,
+        expected_bucket_owner: AccountId | None = None,
+        **kwargs,
+    ) -> None:
+        raise NotImplementedError
+
+    @handler("UpdateBucketMetadataJournalTableConfiguration")
+    def update_bucket_metadata_journal_table_configuration(
+        self,
+        context: RequestContext,
+        bucket: BucketName,
+        journal_table_configuration: JournalTableConfigurationUpdates,
+        content_md5: ContentMD5 | None = None,
+        checksum_algorithm: ChecksumAlgorithm | None = None,
+        expected_bucket_owner: AccountId | None = None,
+        **kwargs,
+    ) -> None:
+        raise NotImplementedError
+
     @handler("UploadPart")
     def upload_part(
         self,
diff --git a/localstack-core/localstack/services/dynamodbstreams/provider.py b/localstack-core/localstack/services/dynamodbstreams/provider.py
index 6c9548bb81ebf..2888b2b610cc0 100644
--- a/localstack-core/localstack/services/dynamodbstreams/provider.py
+++ b/localstack-core/localstack/services/dynamodbstreams/provider.py
@@ -15,6 +15,7 @@
     PositiveIntegerObject,
     ResourceNotFoundException,
     SequenceNumber,
+    ShardFilter,
     ShardId,
     ShardIteratorType,
     Stream,
@@ -60,10 +61,12 @@ def describe_stream(
         self,
         context: RequestContext,
         stream_arn: StreamArn,
-        limit: PositiveIntegerObject = None,
-        exclusive_start_shard_id: ShardId = None,
+        limit: PositiveIntegerObject | None = None,
+        exclusive_start_shard_id: ShardId | None = None,
+        shard_filter: ShardFilter | None = None,
         **kwargs,
     ) -> DescribeStreamOutput:
+        # TODO add support for shard_filter
         og_region = get_original_region(context=context, stream_arn=stream_arn)
         store = get_dynamodbstreams_store(context.account_id, og_region)
         kinesis = get_kinesis_client(account_id=context.account_id, region_name=og_region)
diff --git a/localstack-core/localstack/services/events/provider.py b/localstack-core/localstack/services/events/provider.py
index 91e95b5100374..ca6a430b8dea6 100644
--- a/localstack-core/localstack/services/events/provider.py
+++ b/localstack-core/localstack/services/events/provider.py
@@ -65,6 +65,7 @@
     ListRulesResponse,
     ListTagsForResourceResponse,
     ListTargetsByRuleResponse,
+    LogConfig,
     NextToken,
     NonPartnerEventBusName,
     Principal,
@@ -523,11 +524,12 @@ def create_event_bus(
         self,
         context: RequestContext,
         name: EventBusName,
-        event_source_name: EventSourceName = None,
-        description: EventBusDescription = None,
-        kms_key_identifier: KmsKeyIdentifier = None,
-        dead_letter_config: DeadLetterConfig = None,
-        tags: TagList = None,
+        event_source_name: EventSourceName | None = None,
+        description: EventBusDescription | None = None,
+        kms_key_identifier: KmsKeyIdentifier | None = None,
+        dead_letter_config: DeadLetterConfig | None = None,
+        log_config: LogConfig | None = None,
+        tags: TagList | None = None,
         **kwargs,
     ) -> CreateEventBusResponse:
         region = context.region
diff --git a/pyproject.toml b/pyproject.toml
index 88ffd3dc89913..245af6955d43d 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -53,9 +53,9 @@ Issues = "https://github.com/localstack/localstack/issues"
 # minimal required to actually run localstack on the host for services natively implemented in python
 base-runtime = [
     # pinned / updated by ASF update action
-    "boto3==1.39.4",
+    "boto3==1.39.9",
     # pinned / updated by ASF update action
-    "botocore==1.39.4",
+    "botocore==1.39.9",
     "awscrt>=0.13.14,!=0.27.1",
     "cbor2>=5.5.0",
     "dnspython>=1.16.0",
@@ -78,7 +78,7 @@ base-runtime = [
 runtime = [
     "localstack-core[base-runtime]",
     # pinned / updated by ASF update action
-    "awscli>=1.41.0",
+    "awscli==1.41.9",
     "airspeed-ext>=0.6.3",
     # version that has a built wheel
     "kclpy-ext>=3.0.0",
diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index 1a63172ea035a..62f5746a43dc8 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -11,9 +11,9 @@ attrs==25.3.0
     #   referencing
 awscrt==0.27.4
     # via localstack-core (pyproject.toml)
-boto3==1.39.4
+boto3==1.39.9
     # via localstack-core (pyproject.toml)
-botocore==1.39.4
+botocore==1.39.9
     # via
     #   boto3
     #   localstack-core (pyproject.toml)
diff --git a/requirements-dev.txt b/requirements-dev.txt
index 70e47448f694c..11ea4f5103b49 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -39,17 +39,17 @@ aws-sam-translator==1.99.0
     #   localstack-core
 aws-xray-sdk==2.14.0
     # via moto-ext
-awscli==1.41.4
+awscli==1.41.9
     # via localstack-core
 awscrt==0.27.4
     # via localstack-core
-boto3==1.39.4
+boto3==1.39.9
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.39.4
+botocore==1.39.9
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index 8bf9f052e73a8..e83c590ec212e 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -27,17 +27,17 @@ aws-sam-translator==1.99.0
     #   localstack-core (pyproject.toml)
 aws-xray-sdk==2.14.0
     # via moto-ext
-awscli==1.41.4
+awscli==1.41.9
     # via localstack-core (pyproject.toml)
 awscrt==0.27.4
     # via localstack-core
-boto3==1.39.4
+boto3==1.39.9
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.39.4
+botocore==1.39.9
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-test.txt b/requirements-test.txt
index bcfaded15e52f..451ee0c81d169 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -39,17 +39,17 @@ aws-sam-translator==1.99.0
     #   localstack-core
 aws-xray-sdk==2.14.0
     # via moto-ext
-awscli==1.41.4
+awscli==1.41.9
     # via localstack-core
 awscrt==0.27.4
     # via localstack-core
-boto3==1.39.4
+boto3==1.39.9
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.39.4
+botocore==1.39.9
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index 17d89ce33488d..74f5cefd60d7a 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -39,11 +39,11 @@ aws-sam-translator==1.99.0
     #   localstack-core
 aws-xray-sdk==2.14.0
     # via moto-ext
-awscli==1.41.4
+awscli==1.41.9
     # via localstack-core
 awscrt==0.27.4
     # via localstack-core
-boto3==1.39.4
+boto3==1.39.9
     # via
     #   aws-sam-translator
     #   kclpy-ext
@@ -51,7 +51,7 @@ boto3==1.39.4
     #   moto-ext
 boto3-stubs==1.39.4
     # via localstack-core (pyproject.toml)
-botocore==1.39.4
+botocore==1.39.9
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/tests/unit/aws/test_service_router.py b/tests/unit/aws/test_service_router.py
index cba7fd1f6e95a..00768ff4844a1 100644
--- a/tests/unit/aws/test_service_router.py
+++ b/tests/unit/aws/test_service_router.py
@@ -25,6 +25,8 @@ def _collect_operations() -> Tuple[ServiceModel, OperationModel]:
             # Exclude all operations for the following, currently _not_ supported services
             if service.service_name in [
                 "bedrock-agent",
+                "bedrock-agentcore",
+                "bedrock-agentcore-control",
                 "bedrock-agent-runtime",
                 "bedrock-data-automation",
                 "bedrock-data-automation-runtime",

From 36014d41b96fa03068232259f3b0bc86737df341 Mon Sep 17 00:00:00 2001
From: Alex Rashed <2796604+alexrashed@users.noreply.github.com>
Date: Mon, 21 Jul 2025 10:48:17 +0200
Subject: [PATCH 010/697] update kinesis-mock from 0.4.12 to 0.4.13 (#12878)

---
 localstack-core/localstack/services/kinesis/packages.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/localstack-core/localstack/services/kinesis/packages.py b/localstack-core/localstack/services/kinesis/packages.py
index 1d64bb4194b63..c7b07eb7b9dd7 100644
--- a/localstack-core/localstack/services/kinesis/packages.py
+++ b/localstack-core/localstack/services/kinesis/packages.py
@@ -7,7 +7,7 @@
 from localstack.packages.core import GitHubReleaseInstaller, NodePackageInstaller
 from localstack.packages.java import JavaInstallerMixin, java_package
 
-_KINESIS_MOCK_VERSION = os.environ.get("KINESIS_MOCK_VERSION") or "0.4.12"
+_KINESIS_MOCK_VERSION = os.environ.get("KINESIS_MOCK_VERSION") or "0.4.13"
 
 
 class KinesisMockEngine(StrEnum):

From 49a855c9d5f43172458f731faca9cdba02d6a2d6 Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Mon, 21 Jul 2025 21:54:28 +0200
Subject: [PATCH 011/697] add IoT and AppSync ServicePrincipal (#12884)

---
 localstack-core/localstack/utils/aws/client_types.py | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/localstack-core/localstack/utils/aws/client_types.py b/localstack-core/localstack/utils/aws/client_types.py
index cb29648b6f6a8..9a27171a209e4 100644
--- a/localstack-core/localstack/utils/aws/client_types.py
+++ b/localstack-core/localstack/utils/aws/client_types.py
@@ -282,12 +282,14 @@ class ServicePrincipal(str):
     """
 
     apigateway = "apigateway"
+    appsync = "appsync"
     cloudformation = "cloudformation"
     dms = "dms"
     edgelambda = "edgelambda"
     elasticloadbalancing = "elasticloadbalancing"
     events = "events"
     firehose = "firehose"
+    iot = "iot"
     lambda_ = "lambda"
     logs = "logs"
     pipes = "pipes"

From 841e4977285f3ae9f52f64a45f7e835785f72742 Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Tue, 22 Jul 2025 09:02:25 +0200
Subject: [PATCH 012/697] Upgrade pinned Python dependencies (#12886)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
---
 .pre-commit-config.yaml       |  4 ++--
 requirements-base-runtime.txt |  4 ++--
 requirements-dev.txt          | 12 +++++-----
 requirements-runtime.txt      |  4 ++--
 requirements-test.txt         |  6 ++---
 requirements-typehint.txt     | 44 +++++++++++++++++------------------
 6 files changed, 37 insertions(+), 37 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 75487ebeb308d..7a23468144b10 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -3,7 +3,7 @@
 repos:
   - repo: https://github.com/astral-sh/ruff-pre-commit
     # Ruff version.
-    rev: v0.12.3
+    rev: v0.12.4
     hooks:
       - id: ruff
         args: [--fix, --exit-non-zero-on-fix]
@@ -11,7 +11,7 @@ repos:
       - id: ruff-format
 
   - repo: https://github.com/pre-commit/mirrors-mypy
-    rev: v1.16.1
+    rev: v1.17.0
     hooks:
       - id: mypy
         entry: bash -c 'cd localstack-core && mypy --install-types --non-interactive'
diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index 62f5746a43dc8..e551a0b7a2caa 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -79,7 +79,7 @@ jsonpatch==1.33
     # via localstack-core (pyproject.toml)
 jsonpointer==3.0.0
     # via jsonpatch
-jsonschema==4.24.0
+jsonschema==4.25.0
     # via
     #   openapi-core
     #   openapi-schema-validator
@@ -170,7 +170,7 @@ rpds-py==0.26.0
     # via
     #   jsonschema
     #   referencing
-s3transfer==0.13.0
+s3transfer==0.13.1
     # via boto3
 semver==3.0.4
     # via localstack-core (pyproject.toml)
diff --git a/requirements-dev.txt b/requirements-dev.txt
index 11ea4f5103b49..db8ad81f3a92e 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -31,7 +31,7 @@ aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
 aws-cdk-cloud-assembly-schema==45.2.0
     # via aws-cdk-lib
-aws-cdk-lib==2.204.0
+aws-cdk-lib==2.206.0
     # via localstack-core
 aws-sam-translator==1.99.0
     # via
@@ -121,7 +121,7 @@ dill==0.3.6
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
-distlib==0.3.9
+distlib==0.4.0
     # via virtualenv
 dnslib==0.9.26
     # via
@@ -217,7 +217,7 @@ jsonpath-rw==1.4.0
     # via localstack-core
 jsonpointer==3.0.0
     # via jsonpatch
-jsonschema==4.24.0
+jsonschema==4.25.0
     # via
     #   aws-sam-translator
     #   moto-ext
@@ -433,9 +433,9 @@ rsa==4.7.2
     # via awscli
 rstr==3.2.2
     # via localstack-core (pyproject.toml)
-ruff==0.12.3
+ruff==0.12.4
     # via localstack-core (pyproject.toml)
-s3transfer==0.13.0
+s3transfer==0.13.1
     # via
     #   awscli
     #   boto3
@@ -489,7 +489,7 @@ urllib3==2.5.0
     #   opensearch-py
     #   requests
     #   responses
-virtualenv==20.31.2
+virtualenv==20.32.0
     # via pre-commit
 websocket-client==1.8.0
     # via localstack-core
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index e83c590ec212e..239090a0e36a4 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -157,7 +157,7 @@ jsonpath-rw==1.4.0
     # via localstack-core (pyproject.toml)
 jsonpointer==3.0.0
     # via jsonpatch
-jsonschema==4.24.0
+jsonschema==4.25.0
     # via
     #   aws-sam-translator
     #   moto-ext
@@ -312,7 +312,7 @@ rpds-py==0.26.0
     #   referencing
 rsa==4.7.2
     # via awscli
-s3transfer==0.13.0
+s3transfer==0.13.1
     # via
     #   awscli
     #   boto3
diff --git a/requirements-test.txt b/requirements-test.txt
index 451ee0c81d169..dd6ed7e7a484d 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -31,7 +31,7 @@ aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
 aws-cdk-cloud-assembly-schema==45.2.0
     # via aws-cdk-lib
-aws-cdk-lib==2.204.0
+aws-cdk-lib==2.206.0
     # via localstack-core (pyproject.toml)
 aws-sam-translator==1.99.0
     # via
@@ -201,7 +201,7 @@ jsonpath-rw==1.4.0
     # via localstack-core
 jsonpointer==3.0.0
     # via jsonpatch
-jsonschema==4.24.0
+jsonschema==4.25.0
     # via
     #   aws-sam-translator
     #   moto-ext
@@ -391,7 +391,7 @@ rpds-py==0.26.0
     #   referencing
 rsa==4.7.2
     # via awscli
-s3transfer==0.13.0
+s3transfer==0.13.1
     # via
     #   awscli
     #   boto3
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index 74f5cefd60d7a..75f8dc885bfe1 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -31,7 +31,7 @@ aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
 aws-cdk-cloud-assembly-schema==45.2.0
     # via aws-cdk-lib
-aws-cdk-lib==2.204.0
+aws-cdk-lib==2.206.0
     # via localstack-core
 aws-sam-translator==1.99.0
     # via
@@ -49,7 +49,7 @@ boto3==1.39.9
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-boto3-stubs==1.39.4
+boto3-stubs==1.39.10
     # via localstack-core (pyproject.toml)
 botocore==1.39.9
     # via
@@ -125,7 +125,7 @@ dill==0.3.6
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
-distlib==0.3.9
+distlib==0.4.0
     # via virtualenv
 dnslib==0.9.26
     # via
@@ -221,7 +221,7 @@ jsonpath-rw==1.4.0
     # via localstack-core
 jsonpointer==3.0.0
     # via jsonpatch
-jsonschema==4.24.0
+jsonschema==4.25.0
     # via
     #   aws-sam-translator
     #   moto-ext
@@ -294,7 +294,7 @@ mypy-boto3-cloudcontrol==1.39.0
     # via boto3-stubs
 mypy-boto3-cloudformation==1.39.0
     # via boto3-stubs
-mypy-boto3-cloudfront==1.39.0
+mypy-boto3-cloudfront==1.39.10
     # via boto3-stubs
 mypy-boto3-cloudtrail==1.39.0
     # via boto3-stubs
@@ -322,13 +322,13 @@ mypy-boto3-docdb==1.39.0
     # via boto3-stubs
 mypy-boto3-dynamodb==1.39.0
     # via boto3-stubs
-mypy-boto3-dynamodbstreams==1.39.0
+mypy-boto3-dynamodbstreams==1.39.5
     # via boto3-stubs
-mypy-boto3-ec2==1.39.4
+mypy-boto3-ec2==1.39.10
     # via boto3-stubs
 mypy-boto3-ecr==1.39.0
     # via boto3-stubs
-mypy-boto3-ecs==1.39.0
+mypy-boto3-ecs==1.39.6
     # via boto3-stubs
 mypy-boto3-efs==1.39.0
     # via boto3-stubs
@@ -346,7 +346,7 @@ mypy-boto3-emr-serverless==1.39.0
     # via boto3-stubs
 mypy-boto3-es==1.39.0
     # via boto3-stubs
-mypy-boto3-events==1.39.0
+mypy-boto3-events==1.39.5
     # via boto3-stubs
 mypy-boto3-firehose==1.39.0
     # via boto3-stubs
@@ -354,7 +354,7 @@ mypy-boto3-fis==1.39.0
     # via boto3-stubs
 mypy-boto3-glacier==1.39.0
     # via boto3-stubs
-mypy-boto3-glue==1.39.0
+mypy-boto3-glue==1.39.7
     # via boto3-stubs
 mypy-boto3-iam==1.39.0
     # via boto3-stubs
@@ -366,7 +366,7 @@ mypy-boto3-iot-data==1.39.0
     # via boto3-stubs
 mypy-boto3-iotanalytics==1.39.0
     # via boto3-stubs
-mypy-boto3-iotwireless==1.39.0
+mypy-boto3-iotwireless==1.39.7
     # via boto3-stubs
 mypy-boto3-kafka==1.39.0
     # via boto3-stubs
@@ -382,11 +382,11 @@ mypy-boto3-lakeformation==1.39.0
     # via boto3-stubs
 mypy-boto3-lambda==1.39.0
     # via boto3-stubs
-mypy-boto3-logs==1.39.0
+mypy-boto3-logs==1.39.9
     # via boto3-stubs
 mypy-boto3-managedblockchain==1.39.0
     # via boto3-stubs
-mypy-boto3-mediaconvert==1.39.0
+mypy-boto3-mediaconvert==1.39.9
     # via boto3-stubs
 mypy-boto3-mediastore==1.39.0
     # via boto3-stubs
@@ -396,7 +396,7 @@ mypy-boto3-mwaa==1.39.0
     # via boto3-stubs
 mypy-boto3-neptune==1.39.0
     # via boto3-stubs
-mypy-boto3-opensearch==1.39.0
+mypy-boto3-opensearch==1.39.5
     # via boto3-stubs
 mypy-boto3-organizations==1.39.0
     # via boto3-stubs
@@ -426,11 +426,11 @@ mypy-boto3-route53==1.39.3
     # via boto3-stubs
 mypy-boto3-route53resolver==1.39.0
     # via boto3-stubs
-mypy-boto3-s3==1.39.2
+mypy-boto3-s3==1.39.5
     # via boto3-stubs
 mypy-boto3-s3control==1.39.2
     # via boto3-stubs
-mypy-boto3-sagemaker==1.39.3
+mypy-boto3-sagemaker==1.39.10
     # via boto3-stubs
 mypy-boto3-sagemaker-runtime==1.39.0
     # via boto3-stubs
@@ -442,17 +442,17 @@ mypy-boto3-servicediscovery==1.39.0
     # via boto3-stubs
 mypy-boto3-ses==1.39.0
     # via boto3-stubs
-mypy-boto3-sesv2==1.39.0
+mypy-boto3-sesv2==1.39.9
     # via boto3-stubs
 mypy-boto3-sns==1.39.0
     # via boto3-stubs
 mypy-boto3-sqs==1.39.0
     # via boto3-stubs
-mypy-boto3-ssm==1.39.0
+mypy-boto3-ssm==1.39.9
     # via boto3-stubs
 mypy-boto3-sso-admin==1.39.0
     # via boto3-stubs
-mypy-boto3-stepfunctions==1.39.0
+mypy-boto3-stepfunctions==1.39.8
     # via boto3-stubs
 mypy-boto3-sts==1.39.0
     # via boto3-stubs
@@ -643,9 +643,9 @@ rsa==4.7.2
     # via awscli
 rstr==3.2.2
     # via localstack-core
-ruff==0.12.3
+ruff==0.12.4
     # via localstack-core
-s3transfer==0.13.0
+s3transfer==0.13.1
     # via
     #   awscli
     #   boto3
@@ -807,7 +807,7 @@ urllib3==2.5.0
     #   opensearch-py
     #   requests
     #   responses
-virtualenv==20.31.2
+virtualenv==20.32.0
     # via pre-commit
 websocket-client==1.8.0
     # via localstack-core

From 71c610edd0dc1595e9f00ab4397e9f4fdb16e990 Mon Sep 17 00:00:00 2001
From: Giovanni Grano <me@giograno.com>
Date: Tue, 22 Jul 2025 09:24:55 +0200
Subject: [PATCH 013/697] DynamoDB: Bump DDB Local to v3 (#12879)

---
 localstack-core/localstack/services/dynamodb/packages.py | 4 ++--
 tests/aws/services/dynamodb/test_dynamodb.py             | 1 -
 2 files changed, 2 insertions(+), 3 deletions(-)

diff --git a/localstack-core/localstack/services/dynamodb/packages.py b/localstack-core/localstack/services/dynamodb/packages.py
index db2ca14c49bf6..9cbeafe6a489d 100644
--- a/localstack-core/localstack/services/dynamodb/packages.py
+++ b/localstack-core/localstack/services/dynamodb/packages.py
@@ -15,10 +15,10 @@
 from localstack.utils.http import download
 from localstack.utils.run import run
 
-DDB_AGENT_JAR_URL = f"{ARTIFACTS_REPO}/raw/388cd73f45bfd3bcf7ad40aa35499093061c7962/dynamodb-local-patch/target/ddb-local-loader-0.1.jar"
+DDB_AGENT_JAR_URL = f"{ARTIFACTS_REPO}/raw/e4e8c8e294b1fcda90c678ff6af5d5ebe1f091eb/dynamodb-local-patch/target/ddb-local-loader-0.2.jar"
 JAVASSIST_JAR_URL = f"{MAVEN_REPO_URL}/org/javassist/javassist/3.30.2-GA/javassist-3.30.2-GA.jar"
 
-DDBLOCAL_URL = "https://d1ni2b6xgvw0s0.cloudfront.net/v2.x/dynamodb_local_latest.zip"
+DDBLOCAL_URL = "https://d1ni2b6xgvw0s0.cloudfront.net/v3.x/dynamodb_local_latest.zip"
 
 
 class DynamoDBLocalPackage(Package):
diff --git a/tests/aws/services/dynamodb/test_dynamodb.py b/tests/aws/services/dynamodb/test_dynamodb.py
index bb08305fe2546..2c0ab3e50b42f 100644
--- a/tests/aws/services/dynamodb/test_dynamodb.py
+++ b/tests/aws/services/dynamodb/test_dynamodb.py
@@ -474,7 +474,6 @@ def test_valid_local_secondary_index(
         transformed_dict = SortingTransformer("Items", lambda x: x).transform(result)
         snapshot.match("Items", transformed_dict)
 
-    @pytest.mark.skip(reason="Temporarily skipped")
     @markers.aws.only_localstack(reason="AWS has a 20 GSI limit")
     def test_more_than_20_global_secondary_indexes(
         self, dynamodb_create_table_with_parameters, aws_client

From 75858d88701ceb85150e675d92ae1df05a95f556 Mon Sep 17 00:00:00 2001
From: Daniel Fangl <daniel.fangl@localstack.cloud>
Date: Tue, 22 Jul 2025 11:22:48 +0200
Subject: [PATCH 014/697] Lambda: Proper error handling for code in S3 (#12883)

---
 .../lambda_/invocation/lambda_service.py      | 12 +++-
 tests/aws/services/lambda_/test_lambda_api.py | 60 +++++++++++++++++++
 .../lambda_/test_lambda_api.snapshot.json     | 53 ++++++++++++++++
 .../lambda_/test_lambda_api.validation.json   |  9 +++
 4 files changed, 131 insertions(+), 3 deletions(-)

diff --git a/localstack-core/localstack/services/lambda_/invocation/lambda_service.py b/localstack-core/localstack/services/lambda_/invocation/lambda_service.py
index e72eecf2146b0..f796ef3037ce8 100644
--- a/localstack-core/localstack/services/lambda_/invocation/lambda_service.py
+++ b/localstack-core/localstack/services/lambda_/invocation/lambda_service.py
@@ -645,9 +645,15 @@ def store_s3_bucket_archive(
         return create_hot_reloading_code(path=archive_key)
     s3_client: "S3Client" = connect_to().s3
     kwargs = {"VersionId": archive_version} if archive_version else {}
-    archive_file = s3_client.get_object(Bucket=archive_bucket, Key=archive_key, **kwargs)[
-        "Body"
-    ].read()
+    try:
+        archive_file = s3_client.get_object(Bucket=archive_bucket, Key=archive_key, **kwargs)[
+            "Body"
+        ].read()
+    except s3_client.exceptions.ClientError as e:
+        raise InvalidParameterValueException(
+            f"Error occurred while GetObject. S3 Error Code: {e.response['Error']['Code']}. S3 Error Message: {e.response['Error']['Message']}",
+            Type="User",
+        )
     return store_lambda_archive(
         archive_file, function_name=function_name, region_name=region_name, account_id=account_id
     )
diff --git a/tests/aws/services/lambda_/test_lambda_api.py b/tests/aws/services/lambda_/test_lambda_api.py
index 9b897a1326192..67dc8da6be851 100644
--- a/tests/aws/services/lambda_/test_lambda_api.py
+++ b/tests/aws/services/lambda_/test_lambda_api.py
@@ -653,6 +653,66 @@ def test_lambda_code_location_s3(
             == get_function_response_updated["Configuration"]["CodeSize"]
         )
 
+    @markers.aws.validated
+    def test_lambda_code_location_s3_errors(
+        self, s3_bucket, snapshot, lambda_su_role, aws_client, create_lambda_function_aws
+    ):
+        function_name = f"code-function-{short_uid()}"
+        bucket_key = "code/code-function.zip"
+        zip_file_bytes = create_lambda_archive(load_file(TEST_LAMBDA_PYTHON_ECHO), get_content=True)
+        aws_client.s3.upload_fileobj(
+            Fileobj=io.BytesIO(zip_file_bytes), Bucket=s3_bucket, Key=bucket_key
+        )
+
+        # try to create the function with invalid bucket path
+        with pytest.raises(ClientError) as e:
+            aws_client.lambda_.create_function(
+                FunctionName=function_name,
+                Handler="index.handler",
+                Code={
+                    "S3Bucket": f"some-random-non-existent-bucket-{short_uid()}",
+                    "S3Key": bucket_key,
+                },
+                PackageType="Zip",
+                Role=lambda_su_role,
+                Runtime=Runtime.python3_12,
+            )
+        snapshot.match("create-error-wrong-bucket", e.value.response)
+
+        with pytest.raises(ClientError) as e:
+            aws_client.lambda_.create_function(
+                FunctionName=function_name,
+                Handler="index.handler",
+                Code={"S3Bucket": s3_bucket, "S3Key": "non/existent.zip"},
+                PackageType="Zip",
+                Role=lambda_su_role,
+                Runtime=Runtime.python3_12,
+            )
+        snapshot.match("create-error-wrong-key", e.value.response)
+
+        create_lambda_function_aws(
+            FunctionName=function_name,
+            Handler="index.handler",
+            Code={"S3Bucket": s3_bucket, "S3Key": bucket_key},
+            PackageType="Zip",
+            Role=lambda_su_role,
+            Runtime=Runtime.python3_12,
+        )
+
+        with pytest.raises(ClientError) as e:
+            aws_client.lambda_.update_function_code(
+                FunctionName=function_name,
+                S3Bucket=f"some-random-non-existent-bucket-{short_uid()}",
+                S3Key=bucket_key,
+            )
+        snapshot.match("update-error-wrong-bucket", e.value.response)
+
+        with pytest.raises(ClientError) as e:
+            aws_client.lambda_.update_function_code(
+                FunctionName=function_name, S3Bucket=s3_bucket, S3Key="non/existent.zip"
+            )
+        snapshot.match("update-error-wrong-key", e.value.response)
+
     # TODO: fix type of AccessDeniedException yielding null
     @markers.snapshot.skip_snapshot_verify(
         paths=[
diff --git a/tests/aws/services/lambda_/test_lambda_api.snapshot.json b/tests/aws/services/lambda_/test_lambda_api.snapshot.json
index 1e63ff2f5b8b0..38f613018c362 100644
--- a/tests/aws/services/lambda_/test_lambda_api.snapshot.json
+++ b/tests/aws/services/lambda_/test_lambda_api.snapshot.json
@@ -19000,5 +19000,58 @@
         }
       }
     }
+  },
+  "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_lambda_code_location_s3_errors": {
+    "recorded-date": "21-07-2025, 17:45:01",
+    "recorded-content": {
+      "create-error-wrong-bucket": {
+        "Error": {
+          "Code": "InvalidParameterValueException",
+          "Message": "Error occurred while GetObject. S3 Error Code: NoSuchBucket. S3 Error Message: The specified bucket does not exist"
+        },
+        "Type": "User",
+        "message": "Error occurred while GetObject. S3 Error Code: NoSuchBucket. S3 Error Message: The specified bucket does not exist",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "create-error-wrong-key": {
+        "Error": {
+          "Code": "InvalidParameterValueException",
+          "Message": "Error occurred while GetObject. S3 Error Code: NoSuchKey. S3 Error Message: The specified key does not exist."
+        },
+        "Type": "User",
+        "message": "Error occurred while GetObject. S3 Error Code: NoSuchKey. S3 Error Message: The specified key does not exist.",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "update-error-wrong-bucket": {
+        "Error": {
+          "Code": "InvalidParameterValueException",
+          "Message": "Error occurred while GetObject. S3 Error Code: NoSuchBucket. S3 Error Message: The specified bucket does not exist"
+        },
+        "Type": "User",
+        "message": "Error occurred while GetObject. S3 Error Code: NoSuchBucket. S3 Error Message: The specified bucket does not exist",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "update-error-wrong-key": {
+        "Error": {
+          "Code": "InvalidParameterValueException",
+          "Message": "Error occurred while GetObject. S3 Error Code: NoSuchKey. S3 Error Message: The specified key does not exist."
+        },
+        "Type": "User",
+        "message": "Error occurred while GetObject. S3 Error Code: NoSuchKey. S3 Error Message: The specified key does not exist.",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/lambda_/test_lambda_api.validation.json b/tests/aws/services/lambda_/test_lambda_api.validation.json
index 757169d7ade65..3613c25e301fe 100644
--- a/tests/aws/services/lambda_/test_lambda_api.validation.json
+++ b/tests/aws/services/lambda_/test_lambda_api.validation.json
@@ -371,6 +371,15 @@
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_lambda_code_location_s3": {
     "last_validated_date": "2024-09-12T11:29:56+00:00"
   },
+  "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_lambda_code_location_s3_errors": {
+    "last_validated_date": "2025-07-21T17:45:02+00:00",
+    "durations_in_seconds": {
+      "setup": 13.8,
+      "call": 2.63,
+      "teardown": 1.73,
+      "total": 18.16
+    }
+  },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_lambda_code_location_zipfile": {
     "last_validated_date": "2024-09-12T11:29:52+00:00"
   },

From 600458773f7a99d4939ac02081762640c879ee77 Mon Sep 17 00:00:00 2001
From: Marco Edoardo Palma <64580864+MEPalma@users.noreply.github.com>
Date: Wed, 23 Jul 2025 08:33:27 +0200
Subject: [PATCH 015/697] Step Functions: variable-reference parsing to skip
 string and regex literals (#12891)

---
 .../stepfunctions/asl/jsonata/jsonata.py      |  33 +-
 .../evaluate_jsonata_templates.py             |   5 +
 .../statemachines/base_pass.json5             |  12 +
 .../test_base_evaluate_expressions.py         |  37 +
 ...st_base_evaluate_expressions.snapshot.json | 904 +++++++++---------
 ..._base_evaluate_expressions.validation.json | 135 ++-
 6 files changed, 655 insertions(+), 471 deletions(-)
 create mode 100644 tests/aws/services/stepfunctions/templates/evaluatejsonata/statemachines/base_pass.json5

diff --git a/localstack-core/localstack/services/stepfunctions/asl/jsonata/jsonata.py b/localstack-core/localstack/services/stepfunctions/asl/jsonata/jsonata.py
index 1fa837f68815e..ad9dd6acd1010 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/jsonata/jsonata.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/jsonata/jsonata.py
@@ -16,9 +16,26 @@
 VariableReference = str
 VariableDeclarations = str
 
-_PATTERN_VARIABLE_REFERENCE: Final[re.Pattern] = re.compile(
-    r"\$\$|\$[a-zA-Z0-9_$]+(?:\.[a-zA-Z0-9_][a-zA-Z0-9_$]*)*|\$"
+
+# TODO: move the extraction logic to a formal ANTLR-base parser, as done with legacy
+#       Intrinsic Functions in package localstack.services.stepfunctions.asl.antlr
+#       with grammars ASLIntrinsicLexer and ASLIntrinsicParser, later used by upstream
+#       logics such as in:
+#       localstack.services.stepfunctions.asl.parse.intrinsic.preprocessor.Preprocessor
+_PATTERN_VARIABLE_REFERENCE = re.compile(
+    # 1) Non-capturing branch for JSONata regex literal
+    #    /.../ (slash delimited), allowing escaped slashes \/
+    r"(?:\/(?:\\.|[^\\/])*\/[a-zA-Z]*)"
+    r"|"
+    # 2) Non-capturing branch for JSONata string literal:
+    #    "..." (double quotes) or '...' (single quotes),
+    #    allowing escapes
+    r"(?:\"(?:\\.|[^\"\\])*\"|\'(?:\\.|[^\'\\])*\')"
+    r"|"
+    # 3) Capturing branch for $$, $identifier[.prop…], or lone $
+    r"(\$\$|\$[A-Za-z0-9_$]+(?:\.[A-Za-z0-9_][A-Za-z0-9_$]*)*|\$)"
 )
+
 _ILLEGAL_VARIABLE_REFERENCES: Final[set[str]] = {"$", "$$"}
 _VARIABLE_REFERENCE_ASSIGNMENT_OPERATOR: Final[str] = ":="
 _VARIABLE_REFERENCE_ASSIGNMENT_STOP_SYMBOL: Final[str] = ";"
@@ -111,13 +128,17 @@ def extract_jsonata_variable_references(
 ) -> set[VariableReference]:
     if not jsonata_expression:
         return set()
-    variable_references: list[VariableReference] = _PATTERN_VARIABLE_REFERENCE.findall(
-        jsonata_expression
-    )
+    # Extract all recognised patterns.
+    all_references: list[Any] = _PATTERN_VARIABLE_REFERENCE.findall(jsonata_expression)
+    # Filter non-empty patterns (this includes consumed blocks such as jsonata
+    # regular expressions, delimited between non-escaped slashes).
+    variable_references: set[VariableReference] = {
+        reference for reference in all_references if reference and isinstance(reference, str)
+    }
     for variable_reference in variable_references:
         if variable_reference in _ILLEGAL_VARIABLE_REFERENCES:
             raise IllegalJSONataVariableReference(variable_reference=variable_reference)
-    return set(variable_references)
+    return variable_references
 
 
 def encode_jsonata_variable_declarations(
diff --git a/tests/aws/services/stepfunctions/templates/evaluatejsonata/evaluate_jsonata_templates.py b/tests/aws/services/stepfunctions/templates/evaluatejsonata/evaluate_jsonata_templates.py
index badc419a74228..6d07be985c9a0 100644
--- a/tests/aws/services/stepfunctions/templates/evaluatejsonata/evaluate_jsonata_templates.py
+++ b/tests/aws/services/stepfunctions/templates/evaluatejsonata/evaluate_jsonata_templates.py
@@ -11,6 +11,11 @@ class EvaluateJsonataTemplate(TemplateLoader):
     JSONATA_ARRAY_ELEMENT_EXPRESSION_DOUBLE_QUOTES = [1, "{% $number('2') %}", 3]
     JSONATA_ARRAY_ELEMENT_EXPRESSION = [1, '{% $number("2") %}', 3]
     JSONATA_STATE_INPUT_EXPRESSION = "{% $states.input.input_value %}"
+    JSONATA_REGEX_EXPRESSION_BASE = r'{% $contains("hello$world", /^hello\$/) %}'
+    JSONATA_REGEX_EXPRESSION_BASE_FALSE = r'{% $contains("hello$world", /^hello\ /) %}'
+    JSONATA_REGEX_EXPRESSION_BASE_SINGLE_QUOTE = r"{% $contains('hello$world', /^hello\$/) %}"
+    JSONATA_REGEX_EXPRESSION_BASE_SINGLE_QUOTE_FALSE = r"{% $contains('hello$world', /^hello\ /) %}"
 
     BASE_MAP = os.path.join(_THIS_FOLDER, "statemachines/base_map.json5")
     BASE_TASK = os.path.join(_THIS_FOLDER, "statemachines/base_task.json5")
+    BASE_PASS = os.path.join(_THIS_FOLDER, "statemachines/base_pass.json5")
diff --git a/tests/aws/services/stepfunctions/templates/evaluatejsonata/statemachines/base_pass.json5 b/tests/aws/services/stepfunctions/templates/evaluatejsonata/statemachines/base_pass.json5
new file mode 100644
index 0000000000000..360399a9d6555
--- /dev/null
+++ b/tests/aws/services/stepfunctions/templates/evaluatejsonata/statemachines/base_pass.json5
@@ -0,0 +1,12 @@
+{
+  "Comment": "BASE_PASS",
+  "QueryLanguage": "JSONata",
+  "StartAt": "Start",
+  "States": {
+    "Start": {
+      "Type": "Pass",
+      "Output": "__tbd__",
+      "End": true
+    }
+  }
+}
\ No newline at end of file
diff --git a/tests/aws/services/stepfunctions/v2/evaluate_jsonata/test_base_evaluate_expressions.py b/tests/aws/services/stepfunctions/v2/evaluate_jsonata/test_base_evaluate_expressions.py
index fc1dea31cf5fc..88fd4cd980971 100644
--- a/tests/aws/services/stepfunctions/v2/evaluate_jsonata/test_base_evaluate_expressions.py
+++ b/tests/aws/services/stepfunctions/v2/evaluate_jsonata/test_base_evaluate_expressions.py
@@ -127,6 +127,43 @@ def test_base_map(
             execution_input=exec_input,
         )
 
+    @markers.aws.validated
+    @pytest.mark.parametrize(
+        "expression_string",
+        [
+            EJT.JSONATA_REGEX_EXPRESSION_BASE,
+            EJT.JSONATA_REGEX_EXPRESSION_BASE_FALSE,
+            EJT.JSONATA_REGEX_EXPRESSION_BASE_SINGLE_QUOTE,
+            EJT.JSONATA_REGEX_EXPRESSION_BASE_SINGLE_QUOTE_FALSE,
+        ],
+        ids=[
+            "BASE",
+            "BASE_FALSE",
+            "BASE_SINGLE_QUOTE",
+            "BASE_SINGLE_QUOTE_FALSE",
+        ],
+    )
+    def test_base_jsonata_regular_expressions(
+        self,
+        aws_client,
+        create_state_machine_iam_role,
+        create_state_machine,
+        sfn_snapshot,
+        expression_string,
+    ):
+        template = EJT.load_sfn_template(EJT.BASE_PASS)
+        template["States"]["Start"]["Output"] = expression_string
+        definition = json.dumps(template)
+        exec_input = json.dumps({})
+        create_and_record_execution(
+            aws_client,
+            create_state_machine_iam_role=create_state_machine_iam_role,
+            create_state_machine=create_state_machine,
+            sfn_snapshot=sfn_snapshot,
+            definition=definition,
+            execution_input=exec_input,
+        )
+
     @markers.aws.validated
     @pytest.mark.parametrize(
         "field,input_value",
diff --git a/tests/aws/services/stepfunctions/v2/evaluate_jsonata/test_base_evaluate_expressions.snapshot.json b/tests/aws/services/stepfunctions/v2/evaluate_jsonata/test_base_evaluate_expressions.snapshot.json
index 522ad54d0348d..e38998ae7801a 100644
--- a/tests/aws/services/stepfunctions/v2/evaluate_jsonata/test_base_evaluate_expressions.snapshot.json
+++ b/tests/aws/services/stepfunctions/v2/evaluate_jsonata/test_base_evaluate_expressions.snapshot.json
@@ -1,6 +1,262 @@
 {
+  "tests/aws/services/stepfunctions/v2/evaluate_jsonata/test_base_evaluate_expressions.py::TestBaseEvaluateJsonata::test_base_jsonata_regular_expressions[BASE]": {
+    "recorded-date": "22-07-2025, 13:32:38",
+    "recorded-content": {
+      "get_execution_history": {
+        "events": [
+          {
+            "executionStartedEventDetails": {
+              "input": {},
+              "inputDetails": {
+                "truncated": false
+              },
+              "roleArn": "snf_role_arn"
+            },
+            "id": 1,
+            "previousEventId": 0,
+            "timestamp": "timestamp",
+            "type": "ExecutionStarted"
+          },
+          {
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+            "stateEnteredEventDetails": {
+              "input": {},
+              "inputDetails": {
+                "truncated": false
+              },
+              "name": "Start"
+            },
+            "timestamp": "timestamp",
+            "type": "PassStateEntered"
+          },
+          {
+            "id": 3,
+            "previousEventId": 2,
+            "stateExitedEventDetails": {
+              "name": "Start",
+              "output": "true",
+              "outputDetails": {
+                "truncated": false
+              }
+            },
+            "timestamp": "timestamp",
+            "type": "PassStateExited"
+          },
+          {
+            "executionSucceededEventDetails": {
+              "output": "true",
+              "outputDetails": {
+                "truncated": false
+              }
+            },
+            "id": 4,
+            "previousEventId": 3,
+            "timestamp": "timestamp",
+            "type": "ExecutionSucceeded"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/evaluate_jsonata/test_base_evaluate_expressions.py::TestBaseEvaluateJsonata::test_base_jsonata_regular_expressions[BASE_SINGLE_QUOTE]": {
+    "recorded-date": "22-07-2025, 13:33:07",
+    "recorded-content": {
+      "get_execution_history": {
+        "events": [
+          {
+            "executionStartedEventDetails": {
+              "input": {},
+              "inputDetails": {
+                "truncated": false
+              },
+              "roleArn": "snf_role_arn"
+            },
+            "id": 1,
+            "previousEventId": 0,
+            "timestamp": "timestamp",
+            "type": "ExecutionStarted"
+          },
+          {
+            "id": 2,
+            "previousEventId": 0,
+            "stateEnteredEventDetails": {
+              "input": {},
+              "inputDetails": {
+                "truncated": false
+              },
+              "name": "Start"
+            },
+            "timestamp": "timestamp",
+            "type": "PassStateEntered"
+          },
+          {
+            "id": 3,
+            "previousEventId": 2,
+            "stateExitedEventDetails": {
+              "name": "Start",
+              "output": "true",
+              "outputDetails": {
+                "truncated": false
+              }
+            },
+            "timestamp": "timestamp",
+            "type": "PassStateExited"
+          },
+          {
+            "executionSucceededEventDetails": {
+              "output": "true",
+              "outputDetails": {
+                "truncated": false
+              }
+            },
+            "id": 4,
+            "previousEventId": 3,
+            "timestamp": "timestamp",
+            "type": "ExecutionSucceeded"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/evaluate_jsonata/test_base_evaluate_expressions.py::TestBaseEvaluateJsonata::test_base_jsonata_regular_expressions[BASE_FALSE]": {
+    "recorded-date": "22-07-2025, 13:32:53",
+    "recorded-content": {
+      "get_execution_history": {
+        "events": [
+          {
+            "executionStartedEventDetails": {
+              "input": {},
+              "inputDetails": {
+                "truncated": false
+              },
+              "roleArn": "snf_role_arn"
+            },
+            "id": 1,
+            "previousEventId": 0,
+            "timestamp": "timestamp",
+            "type": "ExecutionStarted"
+          },
+          {
+            "id": 2,
+            "previousEventId": 0,
+            "stateEnteredEventDetails": {
+              "input": {},
+              "inputDetails": {
+                "truncated": false
+              },
+              "name": "Start"
+            },
+            "timestamp": "timestamp",
+            "type": "PassStateEntered"
+          },
+          {
+            "id": 3,
+            "previousEventId": 2,
+            "stateExitedEventDetails": {
+              "name": "Start",
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+              "outputDetails": {
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+            "type": "PassStateExited"
+          },
+          {
+            "executionSucceededEventDetails": {
+              "output": "false",
+              "outputDetails": {
+                "truncated": false
+              }
+            },
+            "id": 4,
+            "previousEventId": 3,
+            "timestamp": "timestamp",
+            "type": "ExecutionSucceeded"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/evaluate_jsonata/test_base_evaluate_expressions.py::TestBaseEvaluateJsonata::test_base_jsonata_regular_expressions[BASE_SINGLE_QUOTE_FALSE]": {
+    "recorded-date": "22-07-2025, 13:33:22",
+    "recorded-content": {
+      "get_execution_history": {
+        "events": [
+          {
+            "executionStartedEventDetails": {
+              "input": {},
+              "inputDetails": {
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+              },
+              "roleArn": "snf_role_arn"
+            },
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+            "previousEventId": 0,
+            "timestamp": "timestamp",
+            "type": "ExecutionStarted"
+          },
+          {
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+            "stateEnteredEventDetails": {
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+              "inputDetails": {
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+              },
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+            },
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+            "type": "PassStateEntered"
+          },
+          {
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+            "previousEventId": 2,
+            "stateExitedEventDetails": {
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+              "output": "false",
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+          },
+          {
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+              "output": "false",
+              "outputDetails": {
+                "truncated": false
+              }
+            },
+            "id": 4,
+            "previousEventId": 3,
+            "timestamp": "timestamp",
+            "type": "ExecutionSucceeded"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
   "tests/aws/services/stepfunctions/v2/evaluate_jsonata/test_base_evaluate_expressions.py::TestBaseEvaluateJsonata::test_base_task[TIMEOUT_SECONDS]": {
-    "recorded-date": "13-11-2024, 15:36:52",
+    "recorded-date": "22-07-2025, 13:30:50",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -74,9 +330,7 @@
                     "Connection": [
                       "keep-alive"
                     ],
-                    "x-amzn-RequestId": [
-                      "<uuid:1>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "Content-Length": [
                       "2"
                     ],
@@ -93,13 +347,13 @@
                     "Date": "date",
                     "X-Amz-Executed-Version": "$LATEST",
                     "x-amzn-Remapped-Content-Length": "0",
-                    "x-amzn-RequestId": "<uuid:1>",
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:1>"
+                  "RequestId": "RequestId"
                 },
                 "StatusCode": 200
               },
@@ -131,9 +385,7 @@
                     "Connection": [
                       "keep-alive"
                     ],
-                    "x-amzn-RequestId": [
-                      "<uuid:1>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
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                       "2"
                     ],
@@ -150,13 +402,13 @@
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                     "X-Amz-Executed-Version": "$LATEST",
                     "x-amzn-Remapped-Content-Length": "0",
-                    "x-amzn-RequestId": "<uuid:1>",
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:1>"
+                  "RequestId": "RequestId"
                 },
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               },
@@ -183,9 +435,7 @@
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                     ],
-                    "x-amzn-RequestId": [
-                      "<uuid:1>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
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                       "2"
                     ],
@@ -202,13 +452,13 @@
                     "Date": "date",
                     "X-Amz-Executed-Version": "$LATEST",
                     "x-amzn-Remapped-Content-Length": "0",
-                    "x-amzn-RequestId": "<uuid:1>",
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:1>"
+                  "RequestId": "RequestId"
                 },
                 "StatusCode": 200
               },
@@ -230,7 +480,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/evaluate_jsonata/test_base_evaluate_expressions.py::TestBaseEvaluateJsonata::test_base_task[HEARTBEAT_SECONDS]": {
-    "recorded-date": "13-11-2024, 15:37:14",
+    "recorded-date": "22-07-2025, 13:31:08",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -304,9 +554,7 @@
                     "Connection": [
                       "keep-alive"
                     ],
-                    "x-amzn-RequestId": [
-                      "<uuid:1>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
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                       "2"
                     ],
@@ -323,13 +571,13 @@
                     "Date": "date",
                     "X-Amz-Executed-Version": "$LATEST",
                     "x-amzn-Remapped-Content-Length": "0",
-                    "x-amzn-RequestId": "<uuid:1>",
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:1>"
+                  "RequestId": "RequestId"
                 },
                 "StatusCode": 200
               },
@@ -361,9 +609,7 @@
                     "Connection": [
                       "keep-alive"
                     ],
-                    "x-amzn-RequestId": [
-                      "<uuid:1>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
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                       "2"
                     ],
@@ -380,13 +626,13 @@
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                     "X-Amz-Executed-Version": "$LATEST",
                     "x-amzn-Remapped-Content-Length": "0",
-                    "x-amzn-RequestId": "<uuid:1>",
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:1>"
+                  "RequestId": "RequestId"
                 },
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@@ -413,9 +659,7 @@
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-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
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@@ -432,13 +676,13 @@
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                     "x-amzn-Remapped-Content-Length": "0",
-                    "x-amzn-RequestId": "<uuid:1>",
+                    "x-amzn-RequestId": "x-amzn-RequestId",
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                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:1>"
+                  "RequestId": "RequestId"
                 },
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               },
@@ -460,7 +704,7 @@
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   },
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-    "recorded-date": "13-11-2024, 15:50:15",
+    "recorded-date": "22-07-2025, 13:31:23",
     "recorded-content": {
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         "events": [
@@ -676,8 +920,8 @@
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-    "recorded-date": "13-11-2024, 15:37:45",
+  "tests/aws/services/stepfunctions/v2/evaluate_jsonata/test_base_evaluate_expressions.py::TestBaseEvaluateJsonata::test_base_map[ITEMS_DOUBLE_QUOTES]": {
+    "recorded-date": "22-07-2025, 13:31:39",
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@@ -710,7 +954,7 @@
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+              "length": 3
             },
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             "timestamp": "timestamp",
@@ -764,16 +1008,108 @@
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+            "mapIterationStartedEventDetails": {
+              "index": 1,
+              "name": "Start"
+            },
+            "previousEventId": 6,
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+            "type": "MapIterationStarted"
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+            "previousEventId": 8,
+            "stateEnteredEventDetails": {
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+              "inputDetails": {
+                "truncated": false
+              },
+              "name": "Process"
+            },
+            "timestamp": "timestamp",
+            "type": "PassStateEntered"
+          },
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+            "previousEventId": 9,
+            "stateExitedEventDetails": {
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+          },
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+            "mapIterationSucceededEventDetails": {
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+              "name": "Start"
+            },
+            "previousEventId": 10,
+            "timestamp": "timestamp",
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+          },
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+            "stateEnteredEventDetails": {
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+              "inputDetails": {
+                "truncated": false
+              },
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+            },
+            "timestamp": "timestamp",
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+          },
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+            "stateExitedEventDetails": {
+              "name": "Process",
+              "output": "3",
+              "outputDetails": {
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+              }
+            },
+            "timestamp": "timestamp",
+            "type": "PassStateExited"
+          },
+          {
+            "id": 15,
+            "mapIterationSucceededEventDetails": {
+              "index": 2,
+              "name": "Start"
+            },
+            "previousEventId": 14,
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+          },
+          {
+            "id": 16,
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+            "timestamp": "timestamp",
+            "type": "MapStateSucceeded"
+          },
+          {
+            "id": 17,
+            "previousEventId": 15,
             "stateExitedEventDetails": {
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-              "output": "[1]",
+              "output": "[1,2,3]",
               "outputDetails": {
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               }
@@ -783,13 +1119,13 @@
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+              "output": "[1,2,3]",
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               }
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-            "previousEventId": 9,
+            "id": 18,
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@@ -801,8 +1137,8 @@
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-    "recorded-date": "13-11-2024, 15:37:57",
+  "tests/aws/services/stepfunctions/v2/evaluate_jsonata/test_base_evaluate_expressions.py::TestBaseEvaluateJsonata::test_base_map[MAX_CONCURRENCY]": {
+    "recorded-date": "22-07-2025, 13:31:53",
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@@ -926,8 +1262,8 @@
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-    "recorded-date": "13-11-2024, 15:38:08",
+  "tests/aws/services/stepfunctions/v2/evaluate_jsonata/test_base_evaluate_expressions.py::TestBaseEvaluateJsonata::test_base_map[TOLERATED_FAILURE_PERCENTAGE]": {
+    "recorded-date": "22-07-2025, 13:32:08",
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@@ -1051,16 +1387,14 @@
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-    "recorded-date": "13-11-2024, 15:38:32",
+  "tests/aws/services/stepfunctions/v2/evaluate_jsonata/test_base_evaluate_expressions.py::TestBaseEvaluateJsonata::test_base_map[TOLERATED_FAILURE_COUNT]": {
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@@ -1075,205 +1409,98 @@
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-              },
-              "region": "<region>",
-              "resource": "invoke",
-              "resourceType": "lambda",
-              "timeoutInSeconds": 1
+            "mapStateStartedEventDetails": {
+              "length": 1
             },
+            "previousEventId": 2,
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-            "type": "TaskScheduled"
+            "type": "MapStateStarted"
           },
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-            "previousEventId": 3,
-            "taskStartedEventDetails": {
-              "resource": "invoke",
-              "resourceType": "lambda"
+            "mapIterationStartedEventDetails": {
+              "index": 0,
+              "name": "Start"
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+            "previousEventId": 3,
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+            "type": "MapIterationStarted"
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index 6827732e56c1f..3f52ee8c28602 100644
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+++ b/tests/aws/services/stepfunctions/v2/evaluate_jsonata/test_base_evaluate_expressions.validation.json
@@ -1,41 +1,146 @@
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-    "last_validated_date": "2024-11-13T15:53:13+00:00"
-  },
-  "tests/aws/services/stepfunctions/v2/evaluate_jsonata/test_base_evaluate_expressions.py::TestBaseEvaluateJsonata::test_base_task_from_input[TIMEOUT_SECONDS]": {
-    "last_validated_date": "2024-11-13T15:38:29+00:00"
+    "last_validated_date": "2025-07-22T13:33:43+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 17.12,
+      "teardown": 2.73,
+      "total": 19.85
+    }
   }
 }

From cb03ec3165eabf2a1c86b69c4eab70aefdb84755 Mon Sep 17 00:00:00 2001
From: Daniel Fangl <daniel.fangl@localstack.cloud>
Date: Wed, 23 Jul 2025 11:04:38 +0200
Subject: [PATCH 016/697] Add proper validation for STS role arn and session
 name parameters (#12885)

---
 .../localstack/services/sts/provider.py       | 25 ++++++-
 tests/aws/services/sts/test_sts.py            | 40 +++++++++++
 tests/aws/services/sts/test_sts.snapshot.json | 71 +++++++++++++++++++
 .../aws/services/sts/test_sts.validation.json | 18 +++++
 4 files changed, 152 insertions(+), 2 deletions(-)

diff --git a/localstack-core/localstack/services/sts/provider.py b/localstack-core/localstack/services/sts/provider.py
index b53e7b0a1684e..a4b76117a89e9 100644
--- a/localstack-core/localstack/services/sts/provider.py
+++ b/localstack-core/localstack/services/sts/provider.py
@@ -1,6 +1,7 @@
 import logging
+import re
 
-from localstack.aws.api import RequestContext, ServiceException
+from localstack.aws.api import CommonServiceException, RequestContext, ServiceException
 from localstack.aws.api.sts import (
     AssumeRoleResponse,
     GetCallerIdentityResponse,
@@ -34,6 +35,17 @@ class InvalidParameterValueError(ServiceException):
     sender_fault = True
 
 
+# allows for arn:a:a:::aaaaaaaaaa which would pass the check
+ROLE_ARN_REGEX = re.compile(r"^arn:[^:]+:[^:]+:[^:]*:[^:]*:[^:]+$")
+# Session name regex as specified in the error response from AWS
+SESSION_NAME_REGEX = re.compile(r"^[\w+=,.@-]*$")
+
+
+class ValidationError(CommonServiceException):
+    def __init__(self, message: str):
+        super().__init__("ValidationError", message, 400, True)
+
+
 class StsProvider(StsApi, ServiceLifecycleHook):
     def __init__(self):
         apply_iam_patches()
@@ -61,7 +73,16 @@ def assume_role(
         provided_contexts: ProvidedContextsListType = None,
         **kwargs,
     ) -> AssumeRoleResponse:
-        target_account_id = extract_account_id_from_arn(role_arn)
+        # verify role arn
+        if not ROLE_ARN_REGEX.match(role_arn):
+            raise ValidationError(f"{role_arn} is invalid")
+
+        if not SESSION_NAME_REGEX.match(role_session_name):
+            raise ValidationError(
+                f"1 validation error detected: Value '{role_session_name}' at 'roleSessionName' failed to satisfy constraint: Member must satisfy regular expression pattern: [\\w+=,.@-]*"
+            )
+
+        target_account_id = extract_account_id_from_arn(role_arn) or context.account_id
         access_key_id = extract_access_key_id_from_auth_header(context.request.headers)
         store = sts_stores[target_account_id]["us-east-1"]
         existing_session_config = store.sessions.get(access_key_id, {})
diff --git a/tests/aws/services/sts/test_sts.py b/tests/aws/services/sts/test_sts.py
index 9e430bbe8b489..6488f4f13799c 100644
--- a/tests/aws/services/sts/test_sts.py
+++ b/tests/aws/services/sts/test_sts.py
@@ -3,6 +3,7 @@
 
 import pytest
 import requests
+from botocore.config import Config
 from botocore.exceptions import ClientError
 
 from localstack import config
@@ -326,6 +327,45 @@ def test_get_caller_identity_role_access_key(
         assert fake_account_id == response["Account"]
         assert assume_role_response_other_account["AssumedRoleUser"]["Arn"] == response["Arn"]
 
+    @markers.aws.validated
+    def test_sts_invalid_parameters(
+        self,
+        aws_client_factory,
+        snapshot,
+    ):
+        aws_client = aws_client_factory(config=Config(parameter_validation=False))
+        with pytest.raises(ClientError) as e:
+            aws_client.sts.assume_role(RoleArn="nothing-valid-in-here", RoleSessionName="Session1")
+        snapshot.match("malformed-arn", e.value.response)
+
+        with pytest.raises(ClientError) as e:
+            aws_client.sts.assume_role(
+                RoleArn="arn::b:::something/test-role", RoleSessionName="Session1"
+            )
+        snapshot.match("no-partition", e.value.response)
+
+        with pytest.raises(ClientError) as e:
+            aws_client.sts.assume_role(
+                RoleArn="arn:a::::something/test-role", RoleSessionName="Session1"
+            )
+        snapshot.match("no-service", e.value.response)
+
+        with pytest.raises(ClientError) as e:
+            aws_client.sts.assume_role(
+                RoleArn="arn:a:::something/test-role", RoleSessionName="Session1"
+            )
+        snapshot.match("not-enough-colons", e.value.response)
+
+        with pytest.raises(ClientError) as e:
+            aws_client.sts.assume_role(RoleArn="arn:a:a::aaaaaaaaaa:", RoleSessionName="Session1")
+        snapshot.match("no-resource", e.value.response)
+
+        with pytest.raises(ClientError) as e:
+            aws_client.sts.assume_role(
+                RoleArn="arn:a:b:::something/test-role", RoleSessionName="Session1:2"
+            )
+        snapshot.match("invalid-session-name", e.value.response)
+
 
 class TestSTSAssumeRoleTagging:
     @markers.aws.validated
diff --git a/tests/aws/services/sts/test_sts.snapshot.json b/tests/aws/services/sts/test_sts.snapshot.json
index b9c07c65bc9d5..c49aca93c2301 100644
--- a/tests/aws/services/sts/test_sts.snapshot.json
+++ b/tests/aws/services/sts/test_sts.snapshot.json
@@ -207,5 +207,76 @@
         }
       }
     }
+  },
+  "tests/aws/services/sts/test_sts.py::TestSTSIntegrations::test_sts_invalid_parameters": {
+    "recorded-date": "21-07-2025, 19:25:22",
+    "recorded-content": {
+      "malformed-arn": {
+        "Error": {
+          "Code": "ValidationError",
+          "Message": "nothing-valid-in-here is invalid",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "no-partition": {
+        "Error": {
+          "Code": "ValidationError",
+          "Message": "arn::b:::something/test-role is invalid",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "no-service": {
+        "Error": {
+          "Code": "ValidationError",
+          "Message": "arn:a::::something/test-role is invalid",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "not-enough-colons": {
+        "Error": {
+          "Code": "ValidationError",
+          "Message": "arn:a:::something/test-role is invalid",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "no-resource": {
+        "Error": {
+          "Code": "ValidationError",
+          "Message": "arn:a:a::aaaaaaaaaa: is invalid",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "invalid-session-name": {
+        "Error": {
+          "Code": "ValidationError",
+          "Message": "1 validation error detected: Value 'Session1:2' at 'roleSessionName' failed to satisfy constraint: Member must satisfy regular expression pattern: [\\w+=,.@-]*",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/sts/test_sts.validation.json b/tests/aws/services/sts/test_sts.validation.json
index e651d68a58e60..dde34ba006cd9 100644
--- a/tests/aws/services/sts/test_sts.validation.json
+++ b/tests/aws/services/sts/test_sts.validation.json
@@ -5,6 +5,15 @@
   "tests/aws/services/sts/test_sts.py::TestSTSAssumeRoleTagging::test_iam_role_chaining_override_transitive_tags": {
     "last_validated_date": "2025-04-10T08:53:00+00:00"
   },
+  "tests/aws/services/sts/test_sts.py::TestSTSAssumeRoleTagging::test_sts_invalid_parameters": {
+    "last_validated_date": "2025-07-21T18:33:53+00:00",
+    "durations_in_seconds": {
+      "setup": 1.21,
+      "call": 0.67,
+      "teardown": 0.0,
+      "total": 1.88
+    }
+  },
   "tests/aws/services/sts/test_sts.py::TestSTSIntegrations::test_assume_role": {
     "last_validated_date": "2024-06-05T17:23:49+00:00"
   },
@@ -19,5 +28,14 @@
   },
   "tests/aws/services/sts/test_sts.py::TestSTSIntegrations::test_iam_role_chaining_override_transitive_tags": {
     "last_validated_date": "2025-04-10T08:08:37+00:00"
+  },
+  "tests/aws/services/sts/test_sts.py::TestSTSIntegrations::test_sts_invalid_parameters": {
+    "last_validated_date": "2025-07-21T19:25:22+00:00",
+    "durations_in_seconds": {
+      "setup": 1.19,
+      "call": 3.28,
+      "teardown": 0.0,
+      "total": 4.47
+    }
   }
 }

From 344b0f103a12e9b5644a670bb74c1d147b037255 Mon Sep 17 00:00:00 2001
From: Alex Rashed <2796604+alexrashed@users.noreply.github.com>
Date: Wed, 23 Jul 2025 14:17:18 +0200
Subject: [PATCH 017/697] add python project section to CODEOWNERS (#12887)

---
 CODEOWNERS | 5 +++++
 1 file changed, 5 insertions(+)

diff --git a/CODEOWNERS b/CODEOWNERS
index 808c3f75aec7c..998093c4cbbe8 100644
--- a/CODEOWNERS
+++ b/CODEOWNERS
@@ -23,6 +23,11 @@
 /bin/release-dev.sh @thrau @alexrashed
 /bin/release-helper.sh @thrau @alexrashed
 
+# Python project, packaging, and dependencies
+/pyproject.toml @alexrashed @silv-io @k-a-il @bentsku @sannya-singal
+/requirements-*.txt @alexrashed @silv-io @k-a-il @bentsku @sannya-singal
+/.pre-commit-config.yaml @alexrashed @silv-io @k-a-il @bentsku @sannya-singal
+
 # ASF
 /localstack-core/localstack/aws/ @thrau
 /tests/unit/aws/ @thrau

From 8dfb804e932250e2d37f96337e7501a54444b41f Mon Sep 17 00:00:00 2001
From: "Duncan Mac-Vicar P." <duncan.mac-vicar@localstack.cloud>
Date: Wed, 23 Jul 2025 09:56:57 +0200
Subject: [PATCH 018/697] SSM: add dependency on secretsmanager used by
 GetParameter

---
 localstack-core/localstack/utils/bootstrap.py | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/localstack-core/localstack/utils/bootstrap.py b/localstack-core/localstack/utils/bootstrap.py
index 6d65ef30db0f1..536f683d334cc 100644
--- a/localstack-core/localstack/utils/bootstrap.py
+++ b/localstack-core/localstack/utils/bootstrap.py
@@ -66,6 +66,8 @@
     "transcribe": ["s3"],
     # secretsmanager uses lambda for rotation
     "secretsmanager": ["kms", "lambda"],
+    # ssm uses secretsmanager for get_parameter
+    "ssm": ["secretsmanager"],
 }
 
 # Optional dependencies of services on other services

From a5822ea546caa2a0955c9a982b82dc2b1bc0de7b Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Wed, 23 Jul 2025 14:48:05 +0100
Subject: [PATCH 019/697] CFn: correctly set physical resource id for
 VpnGatewayAttachment (#12870)

---
 .../aws_ec2_vpcgatewayattachment.py           | 20 ++++++++---
 .../cloudformation/resources/test_ec2.py      | 18 ++++++++++
 .../resources/test_ec2.snapshot.json          |  7 ++++
 .../resources/test_ec2.validation.json        |  9 +++++
 .../aws/templates/vpc_gateway_attachment.yml  | 34 +++++++++++++++++++
 5 files changed, 83 insertions(+), 5 deletions(-)
 create mode 100644 tests/aws/templates/vpc_gateway_attachment.yml

diff --git a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_vpcgatewayattachment.py b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_vpcgatewayattachment.py
index 8f4656e317b7f..6f12de474e359 100644
--- a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_vpcgatewayattachment.py
+++ b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_vpcgatewayattachment.py
@@ -50,13 +50,23 @@ def create(
         """
         model = request.desired_state
         ec2 = request.aws_client_factory.ec2
-        # TODO: validations
-        if model.get("InternetGatewayId"):
-            ec2.attach_internet_gateway(
-                InternetGatewayId=model["InternetGatewayId"], VpcId=model["VpcId"]
+
+        if not model.get("InternetGatewayId") and not model.get("VpnGatewayId"):
+            return ProgressEvent(
+                status=OperationStatus.FAILED,
+                resource_model=model,
+                message="Either 'InternetGatewayId' or 'VpnGatewayId' is required but neither specified",
             )
+
+        vpc_id = model["VpcId"]
+        if ig_id := model.get("InternetGatewayId"):
+            model["Id"] = f"IGW|{vpc_id}"
+            ec2.attach_internet_gateway(InternetGatewayId=ig_id, VpcId=vpc_id)
+        elif vpn_id := model.get("VpnGatewayId"):
+            model["Id"] = f"VGW|{vpc_id}"
+            ec2.attach_vpn_gateway(VpnGatewayId=vpn_id, VpcId=vpc_id)
         else:
-            ec2.attach_vpn_gateway(VpnGatewayId=model["VpnGatewayId"], VpcId=model["VpcId"])
+            raise RuntimeError("Unreachable due to validations above")
 
         # TODO: idempotency
         return ProgressEvent(
diff --git a/tests/aws/services/cloudformation/resources/test_ec2.py b/tests/aws/services/cloudformation/resources/test_ec2.py
index 84928dc37c21b..3c3ec43cf58c5 100644
--- a/tests/aws/services/cloudformation/resources/test_ec2.py
+++ b/tests/aws/services/cloudformation/resources/test_ec2.py
@@ -203,6 +203,24 @@ def test_transit_gateway_attachment(deploy_cfn_template, aws_client, snapshot):
     assert attachment_description[0]["State"] == "deleted"
 
 
+@markers.aws.validated
+def test_vpc_gateway_attachment(deploy_cfn_template, aws_client, snapshot):
+    stack = deploy_cfn_template(
+        template_path=os.path.join(
+            os.path.dirname(__file__), "../../../templates/vpc_gateway_attachment.yml"
+        )
+    )
+    vpc_id = stack.outputs["VpcId"]
+    # fetch the internet gateway id so we can transform the GW attachment id, as
+    # it's of the form "IGW|<vpc-id>" (for internet gateways) and "VGW|<vpc-id>" for
+    # VPN gateways
+    snapshot.add_transformer(snapshot.transform.regex(vpc_id, "<vpc-id>"))
+
+    snapshot.match("attachment-1-ref", stack.outputs["GatewayAttachment1Ref"])
+    # TODO: vpn gateway not supported by LocalStack yet
+    # snapshot.match("attachment-2-ref", stack.outputs["GatewayAttachment2Ref"])
+
+
 @markers.aws.validated
 @markers.snapshot.skip_snapshot_verify(
     paths=["$..RouteTables..PropagatingVgws", "$..RouteTables..Tags"]
diff --git a/tests/aws/services/cloudformation/resources/test_ec2.snapshot.json b/tests/aws/services/cloudformation/resources/test_ec2.snapshot.json
index 0f42548858457..bbdc8564773bf 100644
--- a/tests/aws/services/cloudformation/resources/test_ec2.snapshot.json
+++ b/tests/aws/services/cloudformation/resources/test_ec2.snapshot.json
@@ -299,5 +299,12 @@
         "ImportedKeyPairName": "<imported-key-name>"
       }
     }
+  },
+  "tests/aws/services/cloudformation/resources/test_ec2.py::test_vpc_gateway_attachment": {
+    "recorded-date": "18-07-2025, 20:52:38",
+    "recorded-content": {
+      "attachment-1-ref": "IGW|<vpc-id>",
+      "attachment-2-ref": "VGW|<vpc-id>"
+    }
   }
 }
diff --git a/tests/aws/services/cloudformation/resources/test_ec2.validation.json b/tests/aws/services/cloudformation/resources/test_ec2.validation.json
index 6eb9f2caf3324..f021838863205 100644
--- a/tests/aws/services/cloudformation/resources/test_ec2.validation.json
+++ b/tests/aws/services/cloudformation/resources/test_ec2.validation.json
@@ -29,6 +29,15 @@
   "tests/aws/services/cloudformation/resources/test_ec2.py::test_vpc_creates_default_sg": {
     "last_validated_date": "2024-04-01T11:21:54+00:00"
   },
+  "tests/aws/services/cloudformation/resources/test_ec2.py::test_vpc_gateway_attachment": {
+    "last_validated_date": "2025-07-18T20:50:13+00:00",
+    "durations_in_seconds": {
+      "setup": 1.21,
+      "call": 24.77,
+      "teardown": 6.47,
+      "total": 32.45
+    }
+  },
   "tests/aws/services/cloudformation/resources/test_ec2.py::test_vpc_with_route_table": {
     "last_validated_date": "2024-06-19T16:48:31+00:00"
   }
diff --git a/tests/aws/templates/vpc_gateway_attachment.yml b/tests/aws/templates/vpc_gateway_attachment.yml
new file mode 100644
index 0000000000000..ecd5dfadf5752
--- /dev/null
+++ b/tests/aws/templates/vpc_gateway_attachment.yml
@@ -0,0 +1,34 @@
+Resources:
+  Vpc:
+    Type: AWS::EC2::VPC
+    Properties:
+      CidrBlock: 10.0.0.0/16
+
+  InternetGateway:
+    Type: AWS::EC2::InternetGateway
+
+#  TODO: not supported by LocalStack yet
+#  VpnGateway:
+#    Type: AWS::EC2::VPNGateway
+#    Properties:
+#      Type: ipsec.1
+
+  GatewayAttachment1:
+    Type: AWS::EC2::VPCGatewayAttachment
+    Properties:
+      VpcId: !Ref Vpc
+      InternetGatewayId: !Ref InternetGateway
+
+#  GatewayAttachment2:
+#    Type: AWS::EC2::VPCGatewayAttachment
+#    Properties:
+#      VpcId: !Ref Vpc
+#      VpnGatewayId: !Ref VpnGateway
+
+Outputs:
+  VpcId:
+    Value: !Ref Vpc
+  GatewayAttachment1Ref:
+    Value: !Ref GatewayAttachment1
+#  GatewayAttachment2Ref:
+#    Value: !Ref GatewayAttachment2

From 82db4184e7e98b7baed64d2401f7cab2dedff9d5 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Cristopher=20Pinz=C3=B3n?=
 <18080804+pinzon@users.noreply.github.com>
Date: Wed, 23 Jul 2025 12:47:13 -0500
Subject: [PATCH 020/697] add implementation of DeleteChangeSet for CFnV2
 (#12876)

---
 .../services/cloudformation/v2/provider.py    | 47 ++++++++++++++++---
 .../api/test_changesets.snapshot.json         |  2 +-
 .../api/test_changesets.validation.json       |  8 +++-
 .../cloudformation/api/test_stacks.py         |  9 ++++
 .../api/test_stacks.snapshot.json             | 16 +++++++
 .../api/test_stacks.validation.json           |  9 ++++
 6 files changed, 82 insertions(+), 9 deletions(-)

diff --git a/localstack-core/localstack/services/cloudformation/v2/provider.py b/localstack-core/localstack/services/cloudformation/v2/provider.py
index 5e96a743780b0..936849799dd6b 100644
--- a/localstack-core/localstack/services/cloudformation/v2/provider.py
+++ b/localstack-core/localstack/services/cloudformation/v2/provider.py
@@ -16,6 +16,7 @@
     CreateChangeSetOutput,
     CreateStackInput,
     CreateStackOutput,
+    DeleteChangeSetOutput,
     DeletionMode,
     DescribeChangeSetOutput,
     DescribeStackEventsOutput,
@@ -82,9 +83,14 @@ def is_changeset_arn(change_set_name_or_id: str) -> bool:
     return ARN_CHANGESET_REGEX.match(change_set_name_or_id) is not None
 
 
-class StackNotFoundError(ValidationError):
+class StackWithNameNotFoundError(ValidationError):
     def __init__(self, stack_name: str):
-        super().__init__(f"Stack with id {stack_name} does not exist")
+        super().__init__(f"Stack [{stack_name}] does not exist")
+
+
+class StackWithIdNotFoundError(ValidationError):
+    def __init__(self, stack_id: str):
+        super().__init__("Stack with id <stack-name> does not exist")
 
 
 def find_stack_v2(state: CloudFormationStore, stack_name: str | None) -> Stack | None:
@@ -115,7 +121,7 @@ def find_change_set_v2(
         if stack_name is not None:
             stack = find_stack_v2(state, stack_name)
             if not stack:
-                raise StackNotFoundError(stack_name)
+                raise StackWithNameNotFoundError(stack_name)
 
             for change_set_id in stack.change_set_ids:
                 change_set_candidate = state.change_sets[change_set_id]
@@ -448,6 +454,33 @@ def describe_change_set(
         )
         return result
 
+    @handler("DeleteChangeSet")
+    def delete_change_set(
+        self,
+        context: RequestContext,
+        change_set_name: ChangeSetNameOrId,
+        stack_name: StackNameOrId = None,
+        **kwargs,
+    ) -> DeleteChangeSetOutput:
+        state = get_cloudformation_store(context.account_id, context.region)
+
+        if is_changeset_arn(change_set_name):
+            change_set = state.change_sets.get(change_set_name)
+        elif not is_changeset_arn(change_set_name) and stack_name:
+            change_set = find_change_set_v2(state, change_set_name, stack_name)
+        else:
+            raise ValidationError(
+                "StackName must be specified if ChangeSetName is not specified as an ARN."
+            )
+
+        if not change_set:
+            return DeleteChangeSetOutput()
+
+        change_set.stack.change_set_ids.remove(change_set.change_set_id)
+        state.change_sets.pop(change_set.change_set_id)
+
+        return DeleteChangeSetOutput()
+
     @handler("CreateStack", expand=False)
     def create_stack(self, context: RequestContext, request: CreateStackInput) -> CreateStackOutput:
         try:
@@ -548,7 +581,7 @@ def describe_stacks(
         state = get_cloudformation_store(context.account_id, context.region)
         stack = find_stack_v2(state, stack_name)
         if not stack:
-            raise StackNotFoundError(stack_name)
+            raise StackWithIdNotFoundError(stack_name)
         return DescribeStacksOutput(Stacks=[stack.describe_details()])
 
     @handler("DescribeStackResources")
@@ -565,7 +598,7 @@ def describe_stack_resources(
         state = get_cloudformation_store(context.account_id, context.region)
         stack = find_stack_v2(state, stack_name)
         if not stack:
-            raise StackNotFoundError(stack_name)
+            raise StackWithIdNotFoundError(stack_name)
         # TODO: filter stack by PhysicalResourceId!
         statuses = []
         for resource_id, resource_status in stack.resource_states.items():
@@ -586,7 +619,7 @@ def describe_stack_events(
         state = get_cloudformation_store(context.account_id, context.region)
         stack = find_stack_v2(state, stack_name)
         if not stack:
-            raise StackNotFoundError(stack_name)
+            raise StackWithIdNotFoundError(stack_name)
         return DescribeStackEventsOutput(StackEvents=stack.events)
 
     @handler("GetTemplateSummary", expand=False)
@@ -601,7 +634,7 @@ def get_template_summary(
         if stack_name:
             stack = find_stack_v2(state, stack_name)
             if not stack:
-                raise StackNotFoundError(stack_name)
+                raise StackWithIdNotFoundError(stack_name)
             template = stack.template
         else:
             template_body = request.get("TemplateBody")
diff --git a/tests/aws/services/cloudformation/api/test_changesets.snapshot.json b/tests/aws/services/cloudformation/api/test_changesets.snapshot.json
index b3b80db8dd4fa..58d492c1180cc 100644
--- a/tests/aws/services/cloudformation/api/test_changesets.snapshot.json
+++ b/tests/aws/services/cloudformation/api/test_changesets.snapshot.json
@@ -172,7 +172,7 @@
     }
   },
   "tests/aws/services/cloudformation/api/test_changesets.py::test_delete_change_set_exception": {
-    "recorded-date": "12-03-2025, 10:14:25",
+    "recorded-date": "21-07-2025, 18:04:27",
     "recorded-content": {
       "e1": {
         "Error": {
diff --git a/tests/aws/services/cloudformation/api/test_changesets.validation.json b/tests/aws/services/cloudformation/api/test_changesets.validation.json
index 3c3b7ffa3c6c3..35dd11f2d218d 100644
--- a/tests/aws/services/cloudformation/api/test_changesets.validation.json
+++ b/tests/aws/services/cloudformation/api/test_changesets.validation.json
@@ -60,7 +60,13 @@
     "last_validated_date": "2023-11-22T07:49:15+00:00"
   },
   "tests/aws/services/cloudformation/api/test_changesets.py::test_delete_change_set_exception": {
-    "last_validated_date": "2025-03-12T10:14:25+00:00"
+    "last_validated_date": "2025-07-21T18:04:27+00:00",
+    "durations_in_seconds": {
+      "setup": 0.31,
+      "call": 0.4,
+      "teardown": 0.0,
+      "total": 0.71
+    }
   },
   "tests/aws/services/cloudformation/api/test_changesets.py::test_deleted_changeset": {
     "last_validated_date": "2022-08-11T09:11:47+00:00"
diff --git a/tests/aws/services/cloudformation/api/test_stacks.py b/tests/aws/services/cloudformation/api/test_stacks.py
index cfcf8adf8b881..34aaa73a9308e 100644
--- a/tests/aws/services/cloudformation/api/test_stacks.py
+++ b/tests/aws/services/cloudformation/api/test_stacks.py
@@ -1069,3 +1069,12 @@ def test_stack_resource_not_found(deploy_cfn_template, aws_client, snapshot):
 
     snapshot.add_transformer(snapshot.transform.regex(stack.stack_name, "<stack-name>"))
     snapshot.match("Error", ex.value.response)
+
+
+@markers.aws.validated
+def test_non_existing_stack_message(aws_client, snapshot):
+    with pytest.raises(botocore.exceptions.ClientError) as ex:
+        aws_client.cloudformation.describe_stacks(StackName="non-existing")
+
+    snapshot.add_transformer(snapshot.transform.regex("non-existing", "<stack-name>"))
+    snapshot.match("Error", ex.value.response)
diff --git a/tests/aws/services/cloudformation/api/test_stacks.snapshot.json b/tests/aws/services/cloudformation/api/test_stacks.snapshot.json
index 9b4c3fe01f8b1..d10231e8c25db 100644
--- a/tests/aws/services/cloudformation/api/test_stacks.snapshot.json
+++ b/tests/aws/services/cloudformation/api/test_stacks.snapshot.json
@@ -2286,5 +2286,21 @@
         }
       }
     }
+  },
+  "tests/aws/services/cloudformation/api/test_stacks.py::test_non_existing_stack_message": {
+    "recorded-date": "21-07-2025, 18:00:27",
+    "recorded-content": {
+      "Error": {
+        "Error": {
+          "Code": "ValidationError",
+          "Message": "Stack with id <stack-name> does not exist",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/cloudformation/api/test_stacks.validation.json b/tests/aws/services/cloudformation/api/test_stacks.validation.json
index b1275f20421e5..0e4cdb10c6e1c 100644
--- a/tests/aws/services/cloudformation/api/test_stacks.validation.json
+++ b/tests/aws/services/cloudformation/api/test_stacks.validation.json
@@ -62,6 +62,15 @@
   "tests/aws/services/cloudformation/api/test_stacks.py::test_no_echo_parameter": {
     "last_validated_date": "2024-12-19T11:35:15+00:00"
   },
+  "tests/aws/services/cloudformation/api/test_stacks.py::test_non_existing_stack_message": {
+    "last_validated_date": "2025-07-21T18:00:27+00:00",
+    "durations_in_seconds": {
+      "setup": 0.3,
+      "call": 0.32,
+      "teardown": 0.0,
+      "total": 0.62
+    }
+  },
   "tests/aws/services/cloudformation/api/test_stacks.py::test_stack_deploy_order2": {
     "last_validated_date": "2024-05-21T09:48:14+00:00"
   },

From 8d9c6416d6c1766ccb07c5475a0bf6fa8e94bd1f Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Thu, 24 Jul 2025 03:10:44 +0100
Subject: [PATCH 021/697] CFNv2: support validation of CAPABILITY_AUTO_EXPAND
 (#12864)

---
 .../services/cloudformation/v2/provider.py        | 15 +++++++++++++++
 .../v2/ported_from_v1/api/test_changesets.py      |  1 -
 2 files changed, 15 insertions(+), 1 deletion(-)

diff --git a/localstack-core/localstack/services/cloudformation/v2/provider.py b/localstack-core/localstack/services/cloudformation/v2/provider.py
index 936849799dd6b..9ca01145bacad 100644
--- a/localstack-core/localstack/services/cloudformation/v2/provider.py
+++ b/localstack-core/localstack/services/cloudformation/v2/provider.py
@@ -28,6 +28,7 @@
     GetTemplateSummaryInput,
     GetTemplateSummaryOutput,
     IncludePropertyValues,
+    InsufficientCapabilitiesException,
     InvalidChangeSetStatusException,
     LogicalResourceId,
     NextToken,
@@ -509,6 +510,13 @@ def create_stack(self, context: RequestContext, request: CreateStackInput) -> Cr
         template_body = api_utils.extract_template_body(request)
         structured_template = template_preparer.parse_template(template_body)
 
+        if "CAPABILITY_AUTO_EXPAND" not in request.get("Capabilities", []) and (
+            "Transform" in structured_template.keys() or "Fn::Transform" in template_body
+        ):
+            raise InsufficientCapabilitiesException(
+                "Requires capabilities : [CAPABILITY_AUTO_EXPAND]"
+            )
+
         stack = Stack(
             account_id=context.account_id,
             region_name=context.region,
@@ -713,6 +721,13 @@ def update_stack(
         template_body = api_utils.extract_template_body(request)
         structured_template = template_preparer.parse_template(template_body)
 
+        if "CAPABILITY_AUTO_EXPAND" not in request.get("Capabilities", []) and (
+            "Transform" in structured_template.keys() or "Fn::Transform" in template_body
+        ):
+            raise InsufficientCapabilitiesException(
+                "Requires capabilities : [CAPABILITY_AUTO_EXPAND]"
+            )
+
         # this is intentionally not in a util yet. Let's first see how the different operations deal with these before generalizing
         # handle ARN stack_name here (not valid for initial CREATE, since stack doesn't exist yet)
         stack: Stack
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_changesets.py b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_changesets.py
index 466a3165ab6cd..139bf0570248e 100644
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_changesets.py
+++ b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_changesets.py
@@ -905,7 +905,6 @@ def _check_changeset_available():
     snapshot.match("postdelete_changeset_notfound", e.value)
 
 
-@pytest.mark.skip("CFNV2:Capabilities")
 @markers.aws.validated
 def test_autoexpand_capability_requirement(cleanups, aws_client):
     stack_name = f"test-stack-{short_uid()}"

From 3949e0bcc9b27b134e8636e9e949b94c45b25905 Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Thu, 24 Jul 2025 12:55:13 +0200
Subject: [PATCH 022/697] APIGW: support `DeploymentCanarySettings` for
 `AWS::ApiGateway::Deployment` (#12899)

---
 .../aws_apigateway_deployment.py              |  3 +
 .../resources/test_apigateway.py              | 27 +++++++++
 .../resources/test_apigateway.snapshot.json   | 57 ++++++++++++++++++
 .../resources/test_apigateway.validation.json |  9 +++
 .../apigateway_canary_deployment.yml          | 59 +++++++++++++++++++
 5 files changed, 155 insertions(+)
 create mode 100644 tests/aws/templates/apigateway_canary_deployment.yml

diff --git a/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_deployment.py b/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_deployment.py
index 68bae12d2af24..97536ea2befc2 100644
--- a/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_deployment.py
+++ b/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_deployment.py
@@ -126,6 +126,9 @@ def create(
         if model.get("Description"):
             params["description"] = model["Description"]
 
+        if model.get("DeploymentCanarySettings"):
+            params["canarySettings"] = model["DeploymentCanarySettings"]
+
         response = api.create_deployment(**params)
 
         model["DeploymentId"] = response["id"]
diff --git a/tests/aws/services/cloudformation/resources/test_apigateway.py b/tests/aws/services/cloudformation/resources/test_apigateway.py
index 7f6f74a95923a..146d2dee133f7 100644
--- a/tests/aws/services/cloudformation/resources/test_apigateway.py
+++ b/tests/aws/services/cloudformation/resources/test_apigateway.py
@@ -724,3 +724,30 @@ def test_serverless_like_deployment_with_update(
         )
         get_fn_2 = aws_client.lambda_.get_function(FunctionName="test-service-local-api")
         assert get_fn_2["Configuration"]["Handler"] == "index.handler2"
+
+
+@markers.snapshot.skip_snapshot_verify(paths=["$..tags"])
+@markers.aws.validated
+def test_apigateway_deployment_canary_settings(deploy_cfn_template, snapshot, aws_client):
+    snapshot.add_transformers_list(
+        [
+            snapshot.transform.key_value("deploymentId"),
+            snapshot.transform.key_value("aws:cloudformation:stack-name"),
+            snapshot.transform.resource_name(),
+            SortingTransformer("items", itemgetter("description")),
+        ]
+    )
+
+    api_name = f"api-{short_uid()}"
+    stack = deploy_cfn_template(
+        template_path=os.path.join(
+            os.path.dirname(__file__), "../../../templates/apigateway_canary_deployment.yml"
+        ),
+        parameters={"RestApiName": api_name},
+    )
+    api_id = stack.outputs["RestApiId"]
+    stage = aws_client.apigateway.get_stages(restApiId=api_id)
+    snapshot.match("get-stages", stage)
+
+    deployments = aws_client.apigateway.get_deployments(restApiId=api_id)
+    snapshot.match("get-deployments", deployments)
diff --git a/tests/aws/services/cloudformation/resources/test_apigateway.snapshot.json b/tests/aws/services/cloudformation/resources/test_apigateway.snapshot.json
index 7eb23ef4bd8b7..e142016552658 100644
--- a/tests/aws/services/cloudformation/resources/test_apigateway.snapshot.json
+++ b/tests/aws/services/cloudformation/resources/test_apigateway.snapshot.json
@@ -734,5 +734,62 @@
         }
       }
     }
+  },
+  "tests/aws/services/cloudformation/resources/test_apigateway.py::test_apigateway_deployment_canary_settings": {
+    "recorded-date": "23-07-2025, 23:07:05",
+    "recorded-content": {
+      "get-stages": {
+        "item": [
+          {
+            "cacheClusterEnabled": false,
+            "cacheClusterStatus": "NOT_AVAILABLE",
+            "canarySettings": {
+              "deploymentId": "<deployment-id:1>",
+              "percentTraffic": 50.0,
+              "stageVariableOverrides": {
+                "lambdaAlias": "Dev"
+              },
+              "useStageCache": false
+            },
+            "createdDate": "datetime",
+            "deploymentId": "<deployment-id:2>",
+            "lastUpdatedDate": "datetime",
+            "methodSettings": {},
+            "stageName": "prod",
+            "tags": {
+              "aws:cloudformation:logical-id": "Stage",
+              "aws:cloudformation:stack-id": "arn:<partition>:cloudformation:<region>:111111111111:stack/<aws:cloudformation:stack-name:1>/<resource:1>",
+              "aws:cloudformation:stack-name": "<aws:cloudformation:stack-name:1>"
+            },
+            "tracingEnabled": false,
+            "variables": {
+              "lambdaAlias": "Prod"
+            }
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "get-deployments": {
+        "items": [
+          {
+            "createdDate": "datetime",
+            "description": "basic deployment",
+            "id": "<deployment-id:2>"
+          },
+          {
+            "createdDate": "datetime",
+            "description": "canary description",
+            "id": "<deployment-id:1>"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/cloudformation/resources/test_apigateway.validation.json b/tests/aws/services/cloudformation/resources/test_apigateway.validation.json
index 1391ba7db52ff..4008e85bfca4c 100644
--- a/tests/aws/services/cloudformation/resources/test_apigateway.validation.json
+++ b/tests/aws/services/cloudformation/resources/test_apigateway.validation.json
@@ -11,6 +11,15 @@
       "total": 16.99
     }
   },
+  "tests/aws/services/cloudformation/resources/test_apigateway.py::test_apigateway_deployment_canary_settings": {
+    "last_validated_date": "2025-07-23T23:07:16+00:00",
+    "durations_in_seconds": {
+      "setup": 0.44,
+      "call": 22.5,
+      "teardown": 11.11,
+      "total": 34.05
+    }
+  },
   "tests/aws/services/cloudformation/resources/test_apigateway.py::test_cfn_apigateway_rest_api": {
     "last_validated_date": "2025-05-05T14:50:14+00:00"
   },
diff --git a/tests/aws/templates/apigateway_canary_deployment.yml b/tests/aws/templates/apigateway_canary_deployment.yml
new file mode 100644
index 0000000000000..4cf7ea8dd7792
--- /dev/null
+++ b/tests/aws/templates/apigateway_canary_deployment.yml
@@ -0,0 +1,59 @@
+Parameters:
+  RestApiName:
+    Type: String
+
+Resources:
+  RestApi:
+    Type: AWS::ApiGateway::RestApi
+    Properties:
+      Name: !Ref RestApiName
+  Stage:
+    Type: AWS::ApiGateway::Stage
+    Properties:
+      RestApiId:
+        Ref: RestApi
+      DeploymentId:
+        Ref: ApiDeployment
+      StageName: prod
+      Variables:
+        lambdaAlias: Prod
+
+  MockMethod:
+    Type: 'AWS::ApiGateway::Method'
+    Properties:
+      RestApiId: !Ref RestApi
+      ResourceId: !GetAtt
+        - RestApi
+        - RootResourceId
+      HttpMethod: POST
+      AuthorizationType: NONE
+      Integration:
+        Type: MOCK
+
+  ApiDeployment:
+    Type: AWS::ApiGateway::Deployment
+    Properties:
+      RestApiId:
+        Ref: RestApi
+      Description: "basic deployment"
+    DependsOn:
+      - MockMethod
+
+  ApiCanaryDeployment:
+    Type: AWS::ApiGateway::Deployment
+    Properties:
+      RestApiId:
+        Ref: RestApi
+      Description: "canary description"
+      DeploymentCanarySettings:
+        PercentTraffic: 50
+        StageVariableOverrides:
+          lambdaAlias: Dev
+      StageName: prod
+    DependsOn:
+      - MockMethod
+      - Stage
+
+Outputs:
+    RestApiId:
+        Value: !GetAtt RestApi.RestApiId

From d23f36903eb30e52b99f2de2b0f367ad06bd95e2 Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Thu, 24 Jul 2025 13:47:48 +0200
Subject: [PATCH 023/697] S3: fix Expires header behavior (#12894)

---
 .../localstack/services/s3/provider.py        |   9 --
 tests/aws/services/s3/test_s3.py              |  71 +++++-----
 tests/aws/services/s3/test_s3.snapshot.json   | 129 ++++++++++++------
 tests/aws/services/s3/test_s3.validation.json |  10 +-
 4 files changed, 136 insertions(+), 83 deletions(-)

diff --git a/localstack-core/localstack/services/s3/provider.py b/localstack-core/localstack/services/s3/provider.py
index 0c6b41e5974f0..bc679c196a966 100644
--- a/localstack-core/localstack/services/s3/provider.py
+++ b/localstack-core/localstack/services/s3/provider.py
@@ -909,15 +909,6 @@ def get_object(
             version_id=version_id,
             http_method="GET",
         )
-        if s3_object.expires and s3_object.expires < datetime.datetime.now(
-            tz=s3_object.expires.tzinfo
-        ):
-            # TODO: old behaviour was deleting key instantly if expired. AWS cleans up only once a day generally
-            #  you can still HeadObject on it and you get the expiry time until scheduled deletion
-            kwargs = {"Key": object_key}
-            if version_id:
-                kwargs["VersionId"] = version_id
-            raise NoSuchKey("The specified key does not exist.", **kwargs)
 
         if s3_object.storage_class in ARCHIVES_STORAGE_CLASSES and not s3_object.restore:
             raise InvalidObjectState(
diff --git a/tests/aws/services/s3/test_s3.py b/tests/aws/services/s3/test_s3.py
index d94d381fffa88..2907c3225326e 100644
--- a/tests/aws/services/s3/test_s3.py
+++ b/tests/aws/services/s3/test_s3.py
@@ -7,6 +7,7 @@
 import json
 import logging
 import os
+import re
 import shutil
 import tempfile
 import time
@@ -2641,57 +2642,59 @@ def test_s3_object_acl_exceptions(self, s3_bucket, snapshot, aws_client):
         snapshot.match("put-object-two-type-acl-acp", e.value.response)
 
     @markers.aws.validated
-    @markers.snapshot.skip_snapshot_verify(paths=["$..Restore"])
-    def test_s3_object_expiry(self, s3_bucket, snapshot, aws_client):
-        # AWS only cleans up S3 expired object once a day usually
-        # the object stays accessible for quite a while after being expired
-        # https://stackoverflow.com/questions/38851456/aws-s3-object-expiration-less-than-24-hours
-        # handle s3 object expiry
-        # https://github.com/localstack/localstack/issues/1685
-        # TODO: should we have a config var to not deleted immediately in the new provider? and schedule it?
+    def test_s3_object_expires(self, s3_bucket, snapshot, aws_client):
+        """
+        `Expires` header indicates the date and time at which the object is no longer cacheable, and is not linked to
+        Object Expiration.
+        https://www.rfc-editor.org/rfc/rfc7234#section-5.3
+        """
         snapshot.add_transformer(snapshot.transform.s3_api())
         snapshot.add_transformer(
             snapshot.transform.key_value(
                 "ExpiresString", reference_replacement=False, value_replacement="<expires>"
             )
         )
-        # put object
-        short_expire = datetime.datetime.now(ZoneInfo("GMT")) + datetime.timedelta(seconds=1)
-        object_key_expired = "key-object-expired"
-        object_key_not_expired = "key-object-not-expired"
 
-        aws_client.s3.put_object(
+        now = datetime.datetime.now(tz=datetime.UTC)
+        expires_in_future = now + datetime.timedelta(days=1)
+        object_key_expires_future = "key-object-future"
+        object_key_expires_past = "key-object-past"
+
+        put_obj_future = aws_client.s3.put_object(
             Bucket=s3_bucket,
-            Key=object_key_expired,
+            Key=object_key_expires_future,
             Body="foo",
-            Expires=short_expire,
+            Expires=expires_in_future,
         )
-        # sleep so it expires
-        time.sleep(3)
-        # head_object does not raise an error for now in LS
-        response = aws_client.s3.head_object(Bucket=s3_bucket, Key=object_key_expired)
-        assert response["Expires"] < datetime.datetime.now(ZoneInfo("GMT"))
-        snapshot.match("head-object-expired", response)
+        snapshot.match("put-object-expires-future", put_obj_future)
 
-        # try to fetch an object which is already expired
-        if not is_aws_cloud():  # fixme for now behaviour differs, have a look at it and discuss
-            with pytest.raises(Exception) as e:  # this does not raise in AWS
-                aws_client.s3.get_object(Bucket=s3_bucket, Key=object_key_expired)
+        response = aws_client.s3.head_object(Bucket=s3_bucket, Key=object_key_expires_future)
+        assert response["Expires"] > now
+        assert re.match(
+            r"^[A-Z][a-z]{2}, \d{2} [A-Z][a-z]{2} \d{4} \d{2}:\d{2}:\d{2} GMT$",
+            response["ExpiresString"],
+        )
+        snapshot.match("head-object-expires-future", response)
 
-            e.match("NoSuchKey")
+        get_object = aws_client.s3.get_object(Bucket=s3_bucket, Key=object_key_expires_future)
+        assert response["Expires"] > now
+        snapshot.match("get-object-expires-future", get_object)
 
-        aws_client.s3.put_object(
+        put_obj_past = aws_client.s3.put_object(
             Bucket=s3_bucket,
-            Key=object_key_not_expired,
+            Key=object_key_expires_past,
             Body="foo",
-            Expires=datetime.datetime.now(ZoneInfo("GMT")) + datetime.timedelta(hours=1),
+            Expires=now - datetime.timedelta(days=1),
         )
+        snapshot.match("put-object-expires-past", put_obj_past)
+
+        response = aws_client.s3.head_object(Bucket=s3_bucket, Key=object_key_expires_past)
+        assert response["Expires"] < now
+        snapshot.match("head-object-expires-past", response)
 
-        # try to fetch has not been expired yet.
-        resp = aws_client.s3.get_object(Bucket=s3_bucket, Key=object_key_not_expired)
-        assert "Expires" in resp
-        assert resp["Expires"] > datetime.datetime.now(ZoneInfo("GMT"))
-        snapshot.match("get-object-not-yet-expired", resp)
+        get_object = aws_client.s3.get_object(Bucket=s3_bucket, Key=object_key_expires_past)
+        assert response["Expires"] < now
+        snapshot.match("get-object-expires-past", get_object)
 
     @markers.aws.validated
     def test_upload_file_with_xml_preamble(self, s3_bucket, snapshot, aws_client):
diff --git a/tests/aws/services/s3/test_s3.snapshot.json b/tests/aws/services/s3/test_s3.snapshot.json
index 349879b0c4896..6738070d038df 100644
--- a/tests/aws/services/s3/test_s3.snapshot.json
+++ b/tests/aws/services/s3/test_s3.snapshot.json
@@ -1088,44 +1088,6 @@
       }
     }
   },
-  "tests/aws/services/s3/test_s3.py::TestS3::test_s3_object_expiry": {
-    "recorded-date": "21-01-2025, 18:30:37",
-    "recorded-content": {
-      "head-object-expired": {
-        "AcceptRanges": "bytes",
-        "ContentLength": 3,
-        "ContentType": "binary/octet-stream",
-        "ETag": "\"acbd18db4cc2f85cedef654fccc4a4d8\"",
-        "Expires": "datetime",
-        "ExpiresString": "<expires>",
-        "LastModified": "datetime",
-        "Metadata": {},
-        "ServerSideEncryption": "AES256",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "get-object-not-yet-expired": {
-        "AcceptRanges": "bytes",
-        "Body": "foo",
-        "ChecksumCRC32": "jHNlIQ==",
-        "ChecksumType": "FULL_OBJECT",
-        "ContentLength": 3,
-        "ContentType": "binary/octet-stream",
-        "ETag": "\"acbd18db4cc2f85cedef654fccc4a4d8\"",
-        "Expires": "datetime",
-        "ExpiresString": "<expires>",
-        "LastModified": "datetime",
-        "Metadata": {},
-        "ServerSideEncryption": "AES256",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
   "tests/aws/services/s3/test_s3.py::TestS3::test_upload_file_with_xml_preamble": {
     "recorded-date": "21-01-2025, 18:30:40",
     "recorded-content": {
@@ -18228,5 +18190,96 @@
         }
       }
     }
+  },
+  "tests/aws/services/s3/test_s3.py::TestS3::test_s3_object_expires": {
+    "recorded-date": "22-07-2025, 14:00:54",
+    "recorded-content": {
+      "put-object-expires-future": {
+        "ChecksumCRC32": "jHNlIQ==",
+        "ChecksumType": "FULL_OBJECT",
+        "ETag": "\"acbd18db4cc2f85cedef654fccc4a4d8\"",
+        "ServerSideEncryption": "AES256",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "head-object-expires-future": {
+        "AcceptRanges": "bytes",
+        "ContentLength": 3,
+        "ContentType": "binary/octet-stream",
+        "ETag": "\"acbd18db4cc2f85cedef654fccc4a4d8\"",
+        "Expires": "datetime",
+        "ExpiresString": "<expires>",
+        "LastModified": "datetime",
+        "Metadata": {},
+        "ServerSideEncryption": "AES256",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "get-object-expires-future": {
+        "AcceptRanges": "bytes",
+        "Body": "foo",
+        "ChecksumCRC32": "jHNlIQ==",
+        "ChecksumType": "FULL_OBJECT",
+        "ContentLength": 3,
+        "ContentType": "binary/octet-stream",
+        "ETag": "\"acbd18db4cc2f85cedef654fccc4a4d8\"",
+        "Expires": "datetime",
+        "ExpiresString": "<expires>",
+        "LastModified": "datetime",
+        "Metadata": {},
+        "ServerSideEncryption": "AES256",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "put-object-expires-past": {
+        "ChecksumCRC32": "jHNlIQ==",
+        "ChecksumType": "FULL_OBJECT",
+        "ETag": "\"acbd18db4cc2f85cedef654fccc4a4d8\"",
+        "ServerSideEncryption": "AES256",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "head-object-expires-past": {
+        "AcceptRanges": "bytes",
+        "ContentLength": 3,
+        "ContentType": "binary/octet-stream",
+        "ETag": "\"acbd18db4cc2f85cedef654fccc4a4d8\"",
+        "Expires": "datetime",
+        "ExpiresString": "<expires>",
+        "LastModified": "datetime",
+        "Metadata": {},
+        "ServerSideEncryption": "AES256",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "get-object-expires-past": {
+        "AcceptRanges": "bytes",
+        "Body": "foo",
+        "ChecksumCRC32": "jHNlIQ==",
+        "ChecksumType": "FULL_OBJECT",
+        "ContentLength": 3,
+        "ContentType": "binary/octet-stream",
+        "ETag": "\"acbd18db4cc2f85cedef654fccc4a4d8\"",
+        "Expires": "datetime",
+        "ExpiresString": "<expires>",
+        "LastModified": "datetime",
+        "Metadata": {},
+        "ServerSideEncryption": "AES256",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/s3/test_s3.validation.json b/tests/aws/services/s3/test_s3.validation.json
index f2eadc435b21a..a1e7d779bc88d 100644
--- a/tests/aws/services/s3/test_s3.validation.json
+++ b/tests/aws/services/s3/test_s3.validation.json
@@ -491,8 +491,14 @@
   "tests/aws/services/s3/test_s3.py::TestS3::test_s3_object_acl_exceptions": {
     "last_validated_date": "2025-01-21T18:30:32+00:00"
   },
-  "tests/aws/services/s3/test_s3.py::TestS3::test_s3_object_expiry": {
-    "last_validated_date": "2025-01-21T18:30:37+00:00"
+  "tests/aws/services/s3/test_s3.py::TestS3::test_s3_object_expires": {
+    "last_validated_date": "2025-07-22T15:02:15+00:00",
+    "durations_in_seconds": {
+      "setup": 1.19,
+      "call": 1.34,
+      "teardown": 1.24,
+      "total": 3.77
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_s3_put_inventory_report_exceptions": {
     "last_validated_date": "2025-01-21T18:42:57+00:00"

From 7d9827e977e99cf45ab8926b9caf3108578a07ba Mon Sep 17 00:00:00 2001
From: Giovanni Grano <me@giograno.com>
Date: Thu, 24 Jul 2025 17:08:50 +0200
Subject: [PATCH 024/697] DynamoDB: fix persistence on manual save (#12882)

---
 .../localstack/services/dynamodb/provider.py  | 29 +++++++++++++++++++
 .../localstack/services/dynamodb/server.py    | 11 ++++++-
 2 files changed, 39 insertions(+), 1 deletion(-)

diff --git a/localstack-core/localstack/services/dynamodb/provider.py b/localstack-core/localstack/services/dynamodb/provider.py
index 407e6400414ca..9b8594f18ac63 100644
--- a/localstack-core/localstack/services/dynamodb/provider.py
+++ b/localstack-core/localstack/services/dynamodb/provider.py
@@ -115,6 +115,7 @@
 )
 from localstack.aws.api.dynamodbstreams import StreamStatus
 from localstack.aws.connect import connect_to
+from localstack.config import is_persistence_enabled
 from localstack.constants import (
     AUTH_CREDENTIAL_REGEX,
     AWS_REGION_US_EAST_1,
@@ -158,6 +159,7 @@
 )
 from localstack.utils.collections import select_attributes, select_from_typed_dict
 from localstack.utils.common import short_uid, to_bytes
+from localstack.utils.files import cp_r, rm_rf
 from localstack.utils.json import BytesEncoder, canonical_json
 from localstack.utils.scheduler import Scheduler
 from localstack.utils.strings import long_uid, md5, to_str
@@ -519,6 +521,10 @@ def stop(self):
 class DynamoDBProvider(DynamodbApi, ServiceLifecycleHook):
     server: DynamodbServer
     """The instance of the server managing the instance of DynamoDB local"""
+    asset_directory = f"{config.dirs.data}/dynamodb"
+    """The directory that contains the .db files saved by DynamoDB Local"""
+    tmp_asset_directory = f"{config.dirs.tmp}/dynamodb"
+    """Temporary directory for the .db files saved by DynamoDB Local when MANUAL snapshot persistence is enabled"""
 
     def __init__(self):
         self.server = self._new_dynamodb_server()
@@ -527,6 +533,13 @@ def __init__(self):
         self._event_forwarder = EventForwarder()
 
     def on_before_start(self):
+        # We must copy back whatever state is saved to the temporary location to avoid to start always from a blank
+        # state. See the `on_before_state_save` hook.
+        if is_persistence_enabled() and config.SNAPSHOT_SAVE_STRATEGY == "MANUAL":
+            if os.path.exists(self.asset_directory):
+                LOG.debug("Copying %s to %s", self.tmp_asset_directory, self.asset_directory)
+                cp_r(self.asset_directory, self.tmp_asset_directory, rm_dest_on_conflict=True)
+
         self.server.start_dynamodb()
         if config.DYNAMODB_REMOVE_EXPIRED_ITEMS:
             self._expired_items_worker.start()
@@ -544,6 +557,7 @@ def accept_state_visitor(self, visitor: StateVisitor):
 
     def on_before_state_reset(self):
         self.server.stop_dynamodb()
+        rm_rf(self.tmp_asset_directory)
 
     def on_before_state_load(self):
         self.server.stop_dynamodb()
@@ -558,6 +572,21 @@ def _new_dynamodb_server() -> DynamodbServer:
     def on_after_state_load(self):
         self.server.start_dynamodb()
 
+    def on_before_state_save(self) -> None:
+        # When the save strategy is MANUAL, we do not save the DB path to the usual ``confid.dirs.data`` folder.
+        # With the MANUAL strategy, we want to take a snapshot on-demand but this is not possible if the DB files
+        # are already in ``config.dirs.data``. For instance, the set of operation below will result in both tables
+        # being implicitly saved.
+        # - awslocal dynamodb create-table table1
+        # - curl -X POST http://localhost:4566/_localstack/state/save
+        # - awslocal dynamodb create-table table2
+        # To avoid this problem, we start the DDBLocal server in a temporary directory that is then copied over
+        # ``config.dirs.data`` when the save needs to be saved.
+        # The ideal solution to the problem would be to always start the server in memory and have a dump capability.
+        if is_persistence_enabled() and config.SNAPSHOT_SAVE_STRATEGY == "MANUAL":
+            LOG.debug("Copying %s to %s", self.tmp_asset_directory, self.asset_directory)
+            cp_r(self.tmp_asset_directory, self.asset_directory, rm_dest_on_conflict=True)
+
     def on_after_init(self):
         # add response processor specific to ddblocal
         handlers.modify_service_response.append(self.service, modify_ddblocal_arns)
diff --git a/localstack-core/localstack/services/dynamodb/server.py b/localstack-core/localstack/services/dynamodb/server.py
index dba7c321ebbd2..3f2aa2c6210e6 100644
--- a/localstack-core/localstack/services/dynamodb/server.py
+++ b/localstack-core/localstack/services/dynamodb/server.py
@@ -5,7 +5,7 @@
 from localstack import config
 from localstack.aws.connect import connect_externally_to
 from localstack.aws.forwarder import AwsRequestProxy
-from localstack.config import is_env_true
+from localstack.config import is_env_true, is_persistence_enabled
 from localstack.constants import DEFAULT_AWS_ACCOUNT_ID
 from localstack.services.dynamodb.packages import dynamodblocal_package
 from localstack.utils.common import TMP_THREADS, ShellCommandThread, get_free_tcp_port, mkdir
@@ -57,6 +57,15 @@ def __init__(
             f"{config.dirs.data}/dynamodb" if not db_path and config.dirs.data else db_path
         )
 
+        # With persistence and MANUAL save strategy, we start DDBLocal from a temporary folder than gets copied over
+        # the "usual" data directory in the `on_before_state_save` hook (see the provider code for more details).
+        if is_persistence_enabled() and config.SNAPSHOT_SAVE_STRATEGY == "MANUAL":
+            self.db_path = f"{config.dirs.tmp}/dynamodb"
+            LOG.debug(
+                "Persistence save strategy set to MANUAL. The DB path is temporarily stored at: %s",
+                self.db_path,
+            )
+
         # the DYNAMODB_IN_MEMORY variable takes precedence and will set the DB path to None which forces inMemory=true
         if is_env_true("DYNAMODB_IN_MEMORY"):
             # note: with DYNAMODB_IN_MEMORY we do not support persistence

From 7f1ce4729255dd91c1a22e27787b0ba8fbd30da2 Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Thu, 24 Jul 2025 16:16:52 +0100
Subject: [PATCH 025/697] Ignore all type errors from mypy when debugpy is
 installed (#12893)

---
 localstack-core/localstack/packages/debugpy.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/localstack-core/localstack/packages/debugpy.py b/localstack-core/localstack/packages/debugpy.py
index 2731236f747a1..dd24abfbbbf21 100644
--- a/localstack-core/localstack/packages/debugpy.py
+++ b/localstack-core/localstack/packages/debugpy.py
@@ -20,7 +20,7 @@ class DebugPyPackageInstaller(PackageInstaller):
 
     def is_installed(self) -> bool:
         try:
-            import debugpy  # type: ignore[import-not-found]  # noqa: T100
+            import debugpy  # type: ignore  # noqa: T100
 
             assert debugpy
             return True

From 00b8882440232c2eb01b594aa60f809e827f3b40 Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Thu, 24 Jul 2025 17:07:51 +0100
Subject: [PATCH 026/697] CFNv2: Implement get_template (#12865)

---
 .../services/cloudformation/v2/entities.py    |  4 ++
 .../services/cloudformation/v2/provider.py    | 46 ++++++++++++++++---
 .../v2/ported_from_v1/api/test_stacks.py      |  2 -
 .../ported_from_v1/api/test_update_stack.py   |  1 -
 .../v2/ported_from_v1/test_template_engine.py |  2 +-
 5 files changed, 45 insertions(+), 10 deletions(-)

diff --git a/localstack-core/localstack/services/cloudformation/v2/entities.py b/localstack-core/localstack/services/cloudformation/v2/entities.py
index 0d44ae1276ade..1f782b6461c49 100644
--- a/localstack-core/localstack/services/cloudformation/v2/entities.py
+++ b/localstack-core/localstack/services/cloudformation/v2/entities.py
@@ -1,3 +1,4 @@
+import copy
 from datetime import datetime, timezone
 from typing import NotRequired, Optional, TypedDict
 
@@ -45,6 +46,7 @@ class Stack:
     creation_time: datetime
     deletion_time: datetime | None
     events = list[StackEvent]
+    processed_template: dict | None
 
     # state after deploy
     resolved_parameters: dict[str, str]
@@ -63,6 +65,7 @@ def __init__(
         self.account_id = account_id
         self.region_name = region_name
         self.template = template
+        self.template_original = copy.deepcopy(self.template)
         self.template_body = template_body
         self.status = StackStatus.CREATE_IN_PROGRESS
         self.status_reason = None
@@ -70,6 +73,7 @@ def __init__(
         self.creation_time = datetime.now(tz=timezone.utc)
         self.deletion_time = None
         self.change_set_id = None
+        self.processed_template = None
 
         self.stack_name = request_payload["StackName"]
         self.parameters = request_payload.get("Parameters", [])
diff --git a/localstack-core/localstack/services/cloudformation/v2/provider.py b/localstack-core/localstack/services/cloudformation/v2/provider.py
index 9ca01145bacad..dd68f6e20c0ed 100644
--- a/localstack-core/localstack/services/cloudformation/v2/provider.py
+++ b/localstack-core/localstack/services/cloudformation/v2/provider.py
@@ -1,4 +1,5 @@
 import copy
+import json
 import logging
 from collections import defaultdict
 from datetime import datetime, timezone
@@ -25,6 +26,7 @@
     DisableRollback,
     ExecuteChangeSetOutput,
     ExecutionStatus,
+    GetTemplateOutput,
     GetTemplateSummaryInput,
     GetTemplateSummaryOutput,
     IncludePropertyValues,
@@ -41,6 +43,7 @@
     StackName,
     StackNameOrId,
     StackStatus,
+    TemplateStage,
     UpdateStackInput,
     UpdateStackOutput,
 )
@@ -110,7 +113,7 @@ def find_stack_v2(state: CloudFormationStore, stack_name: str | None) -> Stack |
             else:
                 return stack_candidates[0]
     else:
-        raise NotImplementedError
+        raise ValueError("No stack name specified when finding stack")
 
 
 def find_change_set_v2(
@@ -129,7 +132,7 @@ def find_change_set_v2(
                 if change_set_candidate.change_set_name == change_set_name:
                     return change_set_candidate
         else:
-            raise NotImplementedError
+            raise ValueError("No stack name specified when finding change set")
 
 
 class CloudformationProviderV2(CloudformationProvider):
@@ -185,6 +188,7 @@ def _setup_change_set_model(
         update_model.before_runtime_cache.update(raw_update_model.before_runtime_cache)
         update_model.after_runtime_cache.update(raw_update_model.after_runtime_cache)
         change_set.set_update_model(update_model)
+        change_set.stack.processed_template = transformed_after_template
 
     @handler("CreateChangeSet", expand=False)
     def create_change_set(
@@ -630,6 +634,34 @@ def describe_stack_events(
             raise StackWithIdNotFoundError(stack_name)
         return DescribeStackEventsOutput(StackEvents=stack.events)
 
+    @handler("GetTemplate")
+    def get_template(
+        self,
+        context: RequestContext,
+        stack_name: StackName = None,
+        change_set_name: ChangeSetNameOrId = None,
+        template_stage: TemplateStage = None,
+        **kwargs,
+    ) -> GetTemplateOutput:
+        state = get_cloudformation_store(context.account_id, context.region)
+        if change_set_name:
+            change_set = find_change_set_v2(state, change_set_name, stack_name=stack_name)
+            stack = change_set.stack
+        elif stack_name:
+            stack = find_stack_v2(state, stack_name)
+        else:
+            raise StackWithIdNotFoundError(stack_name)
+
+        if template_stage == TemplateStage.Processed and "Transform" in stack.template_body:
+            template_body = json.dumps(stack.processed_template)
+        else:
+            template_body = stack.template_body
+
+        return GetTemplateOutput(
+            TemplateBody=template_body,
+            StagesAvailable=[TemplateStage.Original, TemplateStage.Processed],
+        )
+
     @handler("GetTemplateSummary", expand=False)
     def get_template_summary(
         self,
@@ -767,8 +799,9 @@ def update_stack(
         after_template = structured_template
 
         previous_update_model = None
-        if previous_change_set := find_change_set_v2(state, stack.change_set_id):
-            previous_update_model = previous_change_set.update_model
+        if stack.change_set_id:
+            if previous_change_set := find_change_set_v2(state, stack.change_set_id):
+                previous_update_model = previous_change_set.update_model
 
         change_set = ChangeSet(
             stack,
@@ -837,8 +870,9 @@ def delete_stack(
             return
 
         previous_update_model = None
-        if previous_change_set := find_change_set_v2(state, stack.change_set_id):
-            previous_update_model = previous_change_set.update_model
+        if stack.change_set_id:
+            if previous_change_set := find_change_set_v2(state, stack.change_set_id):
+                previous_update_model = previous_change_set.update_model
 
         # create a dummy change set
         change_set = ChangeSet(stack, {"ChangeSetName": f"delete-stack_{stack.stack_name}"})  # noqa
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py
index a2d262a76e8e0..53acf1e18dc9c 100644
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py
+++ b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py
@@ -113,7 +113,6 @@ def test_stack_name_creation(self, deploy_cfn_template, snapshot, aws_client):
 
             snapshot.match("stack_response", e.value.response)
 
-    @pytest.mark.skip(reason="CFNV2:Other")
     @markers.aws.validated
     @pytest.mark.parametrize("fileformat", ["yaml", "json"])
     def test_get_template_using_create_stack(self, snapshot, fileformat, aws_client):
@@ -141,7 +140,6 @@ def test_get_template_using_create_stack(self, snapshot, fileformat, aws_client)
         )
         snapshot.match("template_processed", template_processed)
 
-    @pytest.mark.skip(reason="CFNV2:Other")
     @markers.aws.validated
     @pytest.mark.parametrize("fileformat", ["yaml", "json"])
     def test_get_template_using_changesets(
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_update_stack.py b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_update_stack.py
index c8d04ddeab95e..7823d7a4d2b75 100644
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_update_stack.py
+++ b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_update_stack.py
@@ -423,7 +423,6 @@ def test_update_with_rollback_configuration(deploy_cfn_template, aws_client):
     aws_client.cloudwatch.delete_alarms(AlarmNames=["HighResourceUsage"])
 
 
-@pytest.mark.skip(reason="CFNV2:UpdateStack")
 @markers.aws.validated
 @markers.snapshot.skip_snapshot_verify(["$..Stacks..ChangeSetId"])
 def test_diff_after_update(deploy_cfn_template, aws_client, snapshot):
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.py b/tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.py
index 542d28c39a52f..70170c74c089b 100644
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.py
+++ b/tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.py
@@ -644,7 +644,7 @@ def test_macro_deployment(
         snapshot.match("stack_outputs", stack_with_macro.outputs)
         snapshot.match("stack_resource_descriptions", description)
 
-    @pytest.mark.skip("CFNV2:GetTemplate")
+    @pytest.mark.skip("CFNV2:Macros")
     @markers.aws.validated
     @markers.snapshot.skip_snapshot_verify(
         paths=[

From ba66ba1fa5e6c525c2f6ef41ae24915720646eb4 Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Thu, 24 Jul 2025 17:36:04 +0100
Subject: [PATCH 027/697] CFnV2: add stack events when there are errors during
 preprocessing (#12892)

---
 .../cloudformation/engine/v2/change_set_model.py    |  9 +++++++++
 .../engine/v2/change_set_model_executor.py          | 13 ++++++++++++-
 2 files changed, 21 insertions(+), 1 deletion(-)

diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py
index ce0cd63f00912..2ac107c721e33 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py
@@ -7,6 +7,7 @@
 
 from typing_extensions import TypeVar
 
+from localstack.aws.api.cloudformation import ChangeAction
 from localstack.utils.strings import camel_to_snake_case
 
 T = TypeVar("T")
@@ -109,6 +110,14 @@ class ChangeType(enum.Enum):
     def __str__(self):
         return self.value
 
+    def to_change_action(self) -> ChangeAction:
+        # Convert this change type into the change action used throughout the CFn API
+        return {
+            ChangeType.CREATED: ChangeAction.Add,
+            ChangeType.MODIFIED: ChangeAction.Modify,
+            ChangeType.REMOVED: ChangeAction.Remove,
+        }.get(self, ChangeAction.Add)
+
 
 class ChangeSetEntity(abc.ABC):
     scope: Final[Scope]
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py
index e308512e74ddb..c755760269049 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py
@@ -177,7 +177,18 @@ def visit_node_resource(
         Overrides the default preprocessing for NodeResource objects by annotating the
         `after` delta with the physical resource ID, if side effects resulted in an update.
         """
-        delta = super().visit_node_resource(node_resource=node_resource)
+        try:
+            delta = super().visit_node_resource(node_resource=node_resource)
+        except Exception as e:
+            self._process_event(
+                node_resource.change_type.to_change_action(),
+                node_resource.name,
+                OperationStatus.FAILED,
+                reason=str(e),
+                resource_type=node_resource.type_.value,
+            )
+            raise e
+
         before = delta.before
         after = delta.after
 

From 9382fd0c13853aca0cf33491b962e04078e896e5 Mon Sep 17 00:00:00 2001
From: Carolina Londono Agudelo <5789321+kittylon@users.noreply.github.com>
Date: Thu, 24 Jul 2025 21:31:47 +0200
Subject: [PATCH 028/697] feat: add the pro activation to the tracked
 environment variables (#12902)

---
 localstack-core/localstack/runtime/analytics.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/localstack-core/localstack/runtime/analytics.py b/localstack-core/localstack/runtime/analytics.py
index 2612ee8637bf9..ea90b21e1fa37 100644
--- a/localstack-core/localstack/runtime/analytics.py
+++ b/localstack-core/localstack/runtime/analytics.py
@@ -8,6 +8,7 @@
 LOG = logging.getLogger(__name__)
 
 TRACKED_ENV_VAR = [
+    "ACTIVATE_PRO",
     "ALLOW_NONSTANDARD_REGIONS",
     "BEDROCK_PREWARM",
     "CLOUDFRONT_LAMBDA_EDGE",

From c917f5048e48c0fa9541df1f534a94c18b1d410a Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Thu, 24 Jul 2025 21:11:40 +0100
Subject: [PATCH 029/697] CFNv2: Support the list parameter type (#12904)

---
 .../engine/v2/change_set_model_preproc.py           | 13 +++++++++++++
 .../v2/ported_from_v1/api/test_stacks.py            |  1 -
 2 files changed, 13 insertions(+), 1 deletion(-)

diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
index abaae139c741f..43dba7d93dcf8 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
@@ -933,6 +933,19 @@ def visit_node_parameter(self, node_parameter: NodeParameter) -> PreprocEntityDe
         before = dynamic_delta.before or default_delta.before
         after = dynamic_delta.after or default_delta.after
 
+        parameter_type = self.visit(node_parameter.type_)
+
+        def _resolve_parameter_type(value: str, type_: str) -> Any:
+            match type_:
+                case "List<String>":
+                    return [item.strip() for item in value.split(",")]
+            return value
+
+        if not is_nothing(before):
+            before = _resolve_parameter_type(before, parameter_type.before)
+        if not is_nothing(after):
+            after = _resolve_parameter_type(after, parameter_type.after)
+
         return PreprocEntityDelta(before=before, after=after)
 
     def visit_node_depends_on(self, node_depends_on: NodeDependsOn) -> PreprocEntityDelta:
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py
index 53acf1e18dc9c..24bca731f29e3 100644
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py
+++ b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py
@@ -677,7 +677,6 @@ def test_events_resource_types(deploy_cfn_template, snapshot, aws_client):
     snapshot.match("resource_types", resource_types)
 
 
-@pytest.mark.skip(reason="CFNV2:Deletion")
 @markers.aws.validated
 def test_list_parameter_type(aws_client, deploy_cfn_template, cleanups):
     stack_name = f"test-stack-{short_uid()}"

From 46ea94078681f83024e85a8b38add9b6018e9d48 Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Thu, 24 Jul 2025 23:14:41 +0100
Subject: [PATCH 030/697] CFnV2: implement list-stacks (#12903)

---
 .../services/cloudformation/v2/provider.py    | 35 ++++++++++++
 .../cloudformation/v2/test_list_stacks.py     | 53 +++++++++++++++++++
 .../v2/test_list_stacks.snapshot.json         | 39 ++++++++++++++
 .../v2/test_list_stacks.validation.json       | 11 ++++
 4 files changed, 138 insertions(+)
 create mode 100644 tests/aws/services/cloudformation/v2/test_list_stacks.py
 create mode 100644 tests/aws/services/cloudformation/v2/test_list_stacks.snapshot.json
 create mode 100644 tests/aws/services/cloudformation/v2/test_list_stacks.validation.json

diff --git a/localstack-core/localstack/services/cloudformation/v2/provider.py b/localstack-core/localstack/services/cloudformation/v2/provider.py
index dd68f6e20c0ed..d08755f96c904 100644
--- a/localstack-core/localstack/services/cloudformation/v2/provider.py
+++ b/localstack-core/localstack/services/cloudformation/v2/provider.py
@@ -32,6 +32,7 @@
     IncludePropertyValues,
     InsufficientCapabilitiesException,
     InvalidChangeSetStatusException,
+    ListStacksOutput,
     LogicalResourceId,
     NextToken,
     Parameter,
@@ -43,6 +44,7 @@
     StackName,
     StackNameOrId,
     StackStatus,
+    StackStatusFilter,
     TemplateStage,
     UpdateStackInput,
     UpdateStackOutput,
@@ -74,6 +76,7 @@
     get_cloudformation_store,
 )
 from localstack.services.cloudformation.v2.entities import ChangeSet, Stack
+from localstack.utils.collections import select_attributes
 from localstack.utils.threads import start_worker_thread
 
 LOG = logging.getLogger(__name__)
@@ -596,6 +599,38 @@ def describe_stacks(
             raise StackWithIdNotFoundError(stack_name)
         return DescribeStacksOutput(Stacks=[stack.describe_details()])
 
+    @handler("ListStacks")
+    def list_stacks(
+        self,
+        context: RequestContext,
+        next_token: NextToken = None,
+        stack_status_filter: StackStatusFilter = None,
+        **kwargs,
+    ) -> ListStacksOutput:
+        state = get_cloudformation_store(context.account_id, context.region)
+
+        stacks = [
+            s.describe_details()
+            for s in state.stacks_v2.values()
+            if not stack_status_filter or s.status in stack_status_filter
+        ]
+
+        attrs = [
+            "StackId",
+            "StackName",
+            "TemplateDescription",
+            "CreationTime",
+            "LastUpdatedTime",
+            "DeletionTime",
+            "StackStatus",
+            "StackStatusReason",
+            "ParentId",
+            "RootId",
+            "DriftInformation",
+        ]
+        stacks = [select_attributes(stack, attrs) for stack in stacks]
+        return ListStacksOutput(StackSummaries=stacks)
+
     @handler("DescribeStackResources")
     def describe_stack_resources(
         self,
diff --git a/tests/aws/services/cloudformation/v2/test_list_stacks.py b/tests/aws/services/cloudformation/v2/test_list_stacks.py
new file mode 100644
index 0000000000000..dcbc37af6c39f
--- /dev/null
+++ b/tests/aws/services/cloudformation/v2/test_list_stacks.py
@@ -0,0 +1,53 @@
+import json
+
+from localstack.testing.pytest import markers
+from localstack.utils.strings import short_uid
+
+
+@markers.aws.validated
+def test_listing_stacks(aws_client, deploy_cfn_template, snapshot):
+    snapshot.add_transformer(snapshot.transform.key_value("StackId"))
+    snapshot.add_transformer(snapshot.transform.key_value("StackName"))
+
+    template = {
+        "Parameters": {
+            "ParameterValue": {
+                "Type": "String",
+            }
+        },
+        "Resources": {
+            "MyParameter": {
+                "Type": "AWS::SSM::Parameter",
+                "Properties": {
+                    "Type": "String",
+                    "Value": {"Ref": "ParameterValue"},
+                },
+            },
+        },
+    }
+
+    s1 = f"stack-1-{short_uid()}"
+    s2 = f"stack-2-{short_uid()}"
+    s3 = f"stack-3-{short_uid()}"
+
+    p1 = f"1-{short_uid()}"
+    p2 = f"2-{short_uid()}"
+    p3 = f"3-{short_uid()}"
+
+    deploy_cfn_template(
+        stack_name=s1, template=json.dumps(template), parameters={"ParameterValue": p1}
+    )
+    deploy_cfn_template(
+        stack_name=s2, template=json.dumps(template), parameters={"ParameterValue": p2}
+    )
+    deploy_cfn_template(
+        stack_name=s3, template=json.dumps(template), parameters={"ParameterValue": p3}
+    )
+
+    stacks = aws_client.cloudformation.list_stacks()["StackSummaries"]
+
+    # filter stacks to only include the ones we have captured
+    # TODO: use the stack ids instead to be clear in the unlikely event of a collision
+    stacks = [stack for stack in stacks if stack["StackName"] in (s1, s2, s3)]
+    stacks.sort(key=lambda stack: stack["StackName"])
+    snapshot.match("stacks", stacks)
diff --git a/tests/aws/services/cloudformation/v2/test_list_stacks.snapshot.json b/tests/aws/services/cloudformation/v2/test_list_stacks.snapshot.json
new file mode 100644
index 0000000000000..4c66aecdceae3
--- /dev/null
+++ b/tests/aws/services/cloudformation/v2/test_list_stacks.snapshot.json
@@ -0,0 +1,39 @@
+{
+  "tests/aws/services/cloudformation/v2/test_list_stacks.py::test_listing_stacks": {
+    "recorded-date": "24-07-2025, 15:35:20",
+    "recorded-content": {
+      "stacks": [
+        {
+          "StackId": "<stack-id:1>",
+          "StackName": "<stack-name:1>",
+          "CreationTime": "datetime",
+          "LastUpdatedTime": "datetime",
+          "StackStatus": "CREATE_COMPLETE",
+          "DriftInformation": {
+            "StackDriftStatus": "NOT_CHECKED"
+          }
+        },
+        {
+          "StackId": "<stack-id:2>",
+          "StackName": "<stack-name:2>",
+          "CreationTime": "datetime",
+          "LastUpdatedTime": "datetime",
+          "StackStatus": "CREATE_COMPLETE",
+          "DriftInformation": {
+            "StackDriftStatus": "NOT_CHECKED"
+          }
+        },
+        {
+          "StackId": "<stack-id:3>",
+          "StackName": "<stack-name:3>",
+          "CreationTime": "datetime",
+          "LastUpdatedTime": "datetime",
+          "StackStatus": "CREATE_COMPLETE",
+          "DriftInformation": {
+            "StackDriftStatus": "NOT_CHECKED"
+          }
+        }
+      ]
+    }
+  }
+}
diff --git a/tests/aws/services/cloudformation/v2/test_list_stacks.validation.json b/tests/aws/services/cloudformation/v2/test_list_stacks.validation.json
new file mode 100644
index 0000000000000..089376ba56b59
--- /dev/null
+++ b/tests/aws/services/cloudformation/v2/test_list_stacks.validation.json
@@ -0,0 +1,11 @@
+{
+  "tests/aws/services/cloudformation/v2/test_list_stacks.py::test_listing_stacks": {
+    "last_validated_date": "2025-07-24T15:35:33+00:00",
+    "durations_in_seconds": {
+      "setup": 1.21,
+      "call": 24.49,
+      "teardown": 13.09,
+      "total": 38.79
+    }
+  }
+}

From d0383c5d7f6a9c25302dc070cf98cdb2ddc42f46 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Cristopher=20Pinz=C3=B3n?=
 <18080804+pinzon@users.noreply.github.com>
Date: Thu, 24 Jul 2025 17:15:31 -0500
Subject: [PATCH 031/697] handle unsupported resources in CFn v2 (#12905)

---
 .../engine/v2/change_set_model_executor.py    | 51 +++++++++++--------
 .../engine/v2/change_set_model_preproc.py     | 18 +++++--
 .../api/test_reference_resolving.py           |  1 -
 3 files changed, 42 insertions(+), 28 deletions(-)

diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py
index c755760269049..8cab080b0d984 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py
@@ -22,6 +22,7 @@
     is_nothing,
 )
 from localstack.services.cloudformation.engine.v2.change_set_model_preproc import (
+    MOCKED_REFERENCE,
     ChangeSetModelPreproc,
     PreprocEntityDelta,
     PreprocOutput,
@@ -30,7 +31,6 @@
 )
 from localstack.services.cloudformation.resource_provider import (
     Credentials,
-    NoResourceProvider,
     OperationStatus,
     ProgressEvent,
     ResourceProviderExecutor,
@@ -366,18 +366,9 @@ def _execute_resource_action(
         )
         resource_provider = resource_provider_executor.try_load_resource_provider(resource_type)
         track_resource_operation(action, resource_type, missing=resource_provider is not None)
-        if resource_provider is None:
-            log_not_available_message(
-                resource_type,
-                f'No resource provider found for "{resource_type}"',
-            )
-            if not config.CFN_IGNORE_UNSUPPORTED_RESOURCE_TYPES:
-                raise NoResourceProvider
 
         extra_resource_properties = {}
-        event = ProgressEvent(OperationStatus.SUCCESS, resource_model={})
         if resource_provider is not None:
-            # TODO: stack events
             try:
                 event = resource_provider_executor.deploy_loop(
                     resource_provider, extra_resource_properties, payload
@@ -389,22 +380,34 @@ def _execute_resource_action(
                     reason,
                     exc_info=LOG.isEnabledFor(logging.DEBUG),
                 )
-                stack = self._change_set.stack
-                stack.set_resource_status(
-                    logical_resource_id=logical_resource_id,
-                    # TODO,
-                    physical_resource_id="",
-                    resource_type=resource_type,
-                    status=ResourceStatus.CREATE_FAILED
-                    if action == ChangeAction.Add
-                    else ResourceStatus.UPDATE_FAILED,
-                    resource_status_reason=reason,
-                )
                 event = ProgressEvent(
                     OperationStatus.FAILED,
                     resource_model={},
                     message=f"Resource provider operation failed: {reason}",
                 )
+        elif config.CFN_IGNORE_UNSUPPORTED_RESOURCE_TYPES:
+            log_not_available_message(
+                resource_type,
+                f'No resource provider found for "{resource_type}"',
+            )
+            LOG.warning(
+                "Deployment of resource type %s successful due to config CFN_IGNORE_UNSUPPORTED_RESOURCE_TYPES"
+            )
+            event = ProgressEvent(
+                OperationStatus.SUCCESS,
+                resource_model={},
+                message=f"Resource type {resource_type} is not supported but was deployed as a fallback",
+            )
+        else:
+            log_not_available_message(
+                resource_type,
+                f'No resource provider found for "{resource_type}"',
+            )
+            event = ProgressEvent(
+                OperationStatus.FAILED,
+                resource_model={},
+                message=f"Resource type {resource_type} not supported",
+            )
 
         self.resources.setdefault(logical_resource_id, {"Properties": {}})
         match event.status:
@@ -425,7 +428,11 @@ def _execute_resource_action(
                 self.resources[logical_resource_id]["LogicalResourceId"] = logical_resource_id
                 self.resources[logical_resource_id]["Type"] = resource_type
 
-                physical_resource_id = self._get_physical_id(logical_resource_id)
+                physical_resource_id = (
+                    self._get_physical_id(logical_resource_id)
+                    if resource_provider
+                    else MOCKED_REFERENCE
+                )
                 self.resources[logical_resource_id]["PhysicalResourceId"] = physical_resource_id
 
             case OperationStatus.FAILED:
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
index 43dba7d93dcf8..c121b6d81617f 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
@@ -7,6 +7,7 @@
 
 from botocore.exceptions import ClientError
 
+from localstack import config
 from localstack.aws.api.ec2 import AvailabilityZoneList, DescribeAvailabilityZonesResult
 from localstack.aws.connect import connect_to
 from localstack.services.cloudformation.engine.transformers import (
@@ -69,6 +70,8 @@
 TBefore = TypeVar("TBefore")
 TAfter = TypeVar("TAfter")
 
+MOCKED_REFERENCE = "unknown"
+
 
 class PreprocEntityDelta(Generic[TBefore, TAfter]):
     before: Maybe[TBefore]
@@ -246,11 +249,16 @@ def _deployed_property_value_of(
             )
         properties = resolved_resource.get("Properties", dict())
         property_value: Optional[Any] = properties.get(property_name)
-        if property_value is None:
-            raise RuntimeError(
-                f"No '{property_name}' found for deployed resource '{resource_logical_id}' was found"
-            )
-        return property_value
+
+        if property_value:
+            return property_value
+
+        elif config.CFN_IGNORE_UNSUPPORTED_RESOURCE_TYPES:
+            return MOCKED_REFERENCE
+
+        raise RuntimeError(
+            f"No '{property_name}' found for deployed resource '{resource_logical_id}' was found"
+        )
 
     def _before_deployed_property_value_of(
         self, resource_logical_id: str, property_name: str
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_reference_resolving.py b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_reference_resolving.py
index b6013fc8dbbcc..7c6cc66e90721 100644
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_reference_resolving.py
+++ b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_reference_resolving.py
@@ -93,7 +93,6 @@ def test_sub_resolving(deploy_cfn_template, aws_client, snapshot):
     assert topic_arn in topic_arns
 
 
-@pytest.mark.skip(reason="CFNV2:Validation")
 @markers.aws.only_localstack
 def test_reference_unsupported_resource(deploy_cfn_template, aws_client):
     """

From 177574325e9075d844e89a89eb47a61f8a6d3978 Mon Sep 17 00:00:00 2001
From: Pat Lafond <plafond@gmail.com>
Date: Fri, 25 Jul 2025 01:30:42 -0400
Subject: [PATCH 032/697] bug fix: add missing proxies to installers (#12900)

---
 localstack-core/localstack/packages/core.py | 4 ++--
 localstack-core/localstack/packages/java.py | 5 ++++-
 2 files changed, 6 insertions(+), 3 deletions(-)

diff --git a/localstack-core/localstack/packages/core.py b/localstack-core/localstack/packages/core.py
index fde294492cc3a..40844a88ad9db 100644
--- a/localstack-core/localstack/packages/core.py
+++ b/localstack-core/localstack/packages/core.py
@@ -13,7 +13,7 @@
 from ..constants import LOCALSTACK_VENV_FOLDER, MAVEN_REPO_URL
 from ..utils.archives import download_and_extract
 from ..utils.files import chmod_r, chown_r, mkdir, rm_rf
-from ..utils.http import download
+from ..utils.http import download, get_proxies
 from ..utils.run import is_root, run
 from ..utils.venv import VirtualEnvironment
 from .api import InstallTarget, PackageException, PackageInstaller
@@ -198,7 +198,7 @@ def _get_download_url(self) -> str:
         gh_token = os.environ.get("GITHUB_API_TOKEN")
         if gh_token:
             headers = {"authorization": f"Bearer {gh_token}"}
-        response = requests.get(self.github_tag_url, headers=headers)
+        response = requests.get(self.github_tag_url, headers=headers, proxies=get_proxies())
         if not response.ok:
             raise PackageException(
                 f"Could not get list of releases from {self.github_tag_url}: {response.text}"
diff --git a/localstack-core/localstack/packages/java.py b/localstack-core/localstack/packages/java.py
index c8a2e9f7c7f21..da0ef0110c348 100644
--- a/localstack-core/localstack/packages/java.py
+++ b/localstack-core/localstack/packages/java.py
@@ -8,6 +8,7 @@
 from localstack.packages import InstallTarget, Package
 from localstack.packages.core import ArchiveDownloadAndExtractInstaller
 from localstack.utils.files import rm_rf
+from localstack.utils.http import get_proxies
 from localstack.utils.platform import Arch, get_arch, is_linux, is_mac_os
 from localstack.utils.run import run
 
@@ -169,7 +170,9 @@ def _download_url_latest_release(self) -> str:
             f"os={self.os_name}&architecture={self.arch}&image_type=jdk"
         )
         # Override user-agent because Adoptium API denies service to `requests` library
-        response = requests.get(endpoint, headers={"user-agent": USER_AGENT_STRING}).json()
+        response = requests.get(
+            endpoint, headers={"user-agent": USER_AGENT_STRING}, proxies=get_proxies()
+        ).json()
         return response[0]["binary"]["package"]["link"]
 
     def _download_url_fallback(self) -> str:

From 34049aabd3b1c6ac28d522a3735da8a9bda9875a Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Fri, 25 Jul 2025 14:26:34 +0100
Subject: [PATCH 033/697] CFNv2: minor parity assessment and triaging (#12871)

---
 .github/workflows/aws-tests.yml               |  2 +-
 .../engine/v2/change_set_model.py             |  4 +-
 .../engine/v2/change_set_model_preproc.py     | 18 +++--
 .../services/cloudformation/v2/entities.py    | 27 +++++--
 .../services/cloudformation/v2/provider.py    | 72 +++++++++++++------
 .../aws_kinesis_streamconsumer.py             |  2 +-
 .../v2/ported_from_v1/api/test_changesets.py  | 27 ++++---
 .../ported_from_v1/api/test_nested_stacks.py  |  4 +-
 .../api/test_reference_resolving.py           |  1 +
 .../v2/ported_from_v1/api/test_stacks.py      | 55 ++------------
 .../ported_from_v1/api/test_update_stack.py   |  3 -
 .../resources/test_apigateway.py              |  9 ---
 .../v2/ported_from_v1/resources/test_cdk.py   |  5 +-
 .../ported_from_v1/resources/test_events.py   |  3 -
 .../ported_from_v1/resources/test_kinesis.py  |  3 -
 .../ported_from_v1/resources/test_lambda.py   |  3 +-
 .../resources/test_opensearch.py              | 14 ++--
 .../resources/test_opensearch.snapshot.json   | 30 +++++---
 .../v2/ported_from_v1/resources/test_sns.py   |  2 +-
 .../v2/ported_from_v1/resources/test_ssm.py   |  2 +-
 .../resources/test_stepfunctions.py           |  2 +-
 .../v2/ported_from_v1/test_template_engine.py |  4 +-
 22 files changed, 155 insertions(+), 137 deletions(-)

diff --git a/.github/workflows/aws-tests.yml b/.github/workflows/aws-tests.yml
index d2734df1e5d40..6bb60c7be4a31 100644
--- a/.github/workflows/aws-tests.yml
+++ b/.github/workflows/aws-tests.yml
@@ -394,7 +394,7 @@ jobs:
         env:
           # add the GitHub API token to avoid rate limit issues
           GITHUB_API_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-          PYTEST_ARGS: "${{ env.TINYBIRD_PYTEST_ARGS }}${{ env.TESTSELECTION_PYTEST_ARGS }} --splits 4 --group ${{ matrix.group }} --store-durations --clean-durations --ignore=tests/unit/ --ignore=tests/bootstrap"
+          PYTEST_ARGS: "${{ env.TINYBIRD_PYTEST_ARGS }}${{ env.TESTSELECTION_PYTEST_ARGS }} --splits 4 --group ${{ matrix.group }} --store-durations --clean-durations --ignore=tests/unit/ --ignore=tests/bootstrap --ignore=tests/aws/services/cloudformation/v2"
           COVERAGE_FILE: "target/.coverage.integration-${{ env.PLATFORM }}-${{ matrix.group }}"
           JUNIT_REPORTS_FILE: "target/pytest-junit-integration-${{ env.PLATFORM }}-${{ matrix.group }}.xml"
           DOCKERHUB_USERNAME: ${{ secrets.DOCKERHUB_PULL_USERNAME }}
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py
index 2ac107c721e33..0f8b334097b4f 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py
@@ -190,7 +190,9 @@ def __init__(
         resources: NodeResources,
         outputs: NodeOutputs,
     ):
-        change_type = parent_change_type_of([transform, resources, outputs])
+        change_type = parent_change_type_of(
+            [transform, mappings, parameters, conditions, resources, outputs]
+        )
         super().__init__(scope=scope, change_type=change_type)
         self.transform = transform
         self.mappings = mappings
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
index c121b6d81617f..eb91eaee3be98 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
@@ -50,6 +50,7 @@
 from localstack.services.cloudformation.stores import get_cloudformation_store
 from localstack.services.cloudformation.v2.entities import ChangeSet
 from localstack.utils.aws.arns import get_partition
+from localstack.utils.objects import get_value_from_path
 from localstack.utils.run import to_str
 from localstack.utils.strings import to_bytes
 from localstack.utils.urls import localstack_host
@@ -248,17 +249,22 @@ def _deployed_property_value_of(
                 f"No deployed instances of resource '{resource_logical_id}' were found"
             )
         properties = resolved_resource.get("Properties", dict())
-        property_value: Optional[Any] = properties.get(property_name)
+        # support structured properties, e.g. NestedStack.Outputs.OutputName
+        property_value: Optional[Any] = get_value_from_path(properties, property_name)
 
         if property_value:
+            if not isinstance(property_value, str):
+                # TODO: is this correct? If there is a bug in the logic here, it's probably
+                #  better to know about it with a clear error message than to receive some form
+                #  of message about trying to use a dictionary in place of a string
+                raise RuntimeError(
+                    f"Accessing property '{property_name}' from '{resource_logical_id}' resulted in a non-string value"
+                )
             return property_value
-
         elif config.CFN_IGNORE_UNSUPPORTED_RESOURCE_TYPES:
             return MOCKED_REFERENCE
 
-        raise RuntimeError(
-            f"No '{property_name}' found for deployed resource '{resource_logical_id}' was found"
-        )
+        return property_value
 
     def _before_deployed_property_value_of(
         self, resource_logical_id: str, property_name: str
@@ -949,8 +955,6 @@ def _resolve_parameter_type(value: str, type_: str) -> Any:
                     return [item.strip() for item in value.split(",")]
             return value
 
-        if not is_nothing(before):
-            before = _resolve_parameter_type(before, parameter_type.before)
         if not is_nothing(after):
             after = _resolve_parameter_type(after, parameter_type.after)
 
diff --git a/localstack-core/localstack/services/cloudformation/v2/entities.py b/localstack-core/localstack/services/cloudformation/v2/entities.py
index 1f782b6461c49..0add53bfb5e84 100644
--- a/localstack-core/localstack/services/cloudformation/v2/entities.py
+++ b/localstack-core/localstack/services/cloudformation/v2/entities.py
@@ -3,6 +3,7 @@
 from typing import NotRequired, Optional, TypedDict
 
 from localstack.aws.api.cloudformation import (
+    Capability,
     ChangeSetStatus,
     ChangeSetType,
     CreateChangeSetInput,
@@ -25,6 +26,7 @@
     StackIdentifier,
 )
 from localstack.services.cloudformation.engine.v2.change_set_model import (
+    ChangeType,
     UpdateModel,
 )
 from localstack.utils.aws import arns
@@ -45,7 +47,9 @@ class Stack:
     stack_id: str
     creation_time: datetime
     deletion_time: datetime | None
-    events = list[StackEvent]
+    events: list[StackEvent]
+    capabilities: list[Capability]
+    enable_termination_protection: bool
     processed_template: dict | None
 
     # state after deploy
@@ -61,18 +65,20 @@ def __init__(
         request_payload: CreateChangeSetInput | CreateStackInput,
         template: dict | None = None,
         template_body: str | None = None,
+        initial_status: StackStatus = StackStatus.CREATE_IN_PROGRESS,
     ):
         self.account_id = account_id
         self.region_name = region_name
         self.template = template
         self.template_original = copy.deepcopy(self.template)
         self.template_body = template_body
-        self.status = StackStatus.CREATE_IN_PROGRESS
+        self.status = initial_status
         self.status_reason = None
         self.change_set_ids = []
         self.creation_time = datetime.now(tz=timezone.utc)
         self.deletion_time = None
         self.change_set_id = None
+        self.enable_termination_protection = False
         self.processed_template = None
 
         self.stack_name = request_payload["StackName"]
@@ -85,6 +91,7 @@ def __init__(
             account_id=self.account_id,
             region_name=self.region_name,
         )
+        self.capabilities = request_payload.get("Capabilities", []) or []
 
         # TODO: only kept for v1 compatibility
         self.request_payload = request_payload
@@ -126,7 +133,10 @@ def set_resource_status(
         if not resource_status_reason:
             resource_description.pop("ResourceStatusReason")
 
-        self.resource_states[logical_resource_id] = resource_description
+        if status == ResourceStatus.DELETE_COMPLETE:
+            self.resource_states.pop(logical_resource_id)
+        else:
+            self.resource_states[logical_resource_id] = resource_description
         self._store_event(logical_resource_id, physical_resource_id, status, resource_status_reason)
 
     def _store_event(
@@ -173,11 +183,15 @@ def describe_details(self) -> ApiStack:
             "DriftInformation": StackDriftInformation(
                 StackDriftStatus=StackDriftStatus.NOT_CHECKED
             ),
-            "EnableTerminationProtection": False,
+            "EnableTerminationProtection": self.enable_termination_protection,
             "LastUpdatedTime": self.creation_time,
             "RollbackConfiguration": {},
             "Tags": [],
+            "NotificationARNs": [],
+            "Capabilities": self.capabilities,
+            "Parameters": self.parameters,
         }
+        # TODO: confirm the logic for this
         if change_set_id := self.change_set_id:
             result["ChangeSetId"] = change_set_id
 
@@ -210,6 +224,7 @@ class ChangeSet:
     change_set_type: ChangeSetType
     update_model: Optional[UpdateModel]
     status: ChangeSetStatus
+    status_reason: str | None
     execution_status: ExecutionStatus
     creation_time: datetime
 
@@ -222,6 +237,7 @@ def __init__(
         self.stack = stack
         self.template = template
         self.status = ChangeSetStatus.CREATE_IN_PROGRESS
+        self.status_reason = None
         self.execution_status = ExecutionStatus.AVAILABLE
         self.update_model = None
         self.creation_time = datetime.now(tz=timezone.utc)
@@ -244,6 +260,9 @@ def set_change_set_status(self, status: ChangeSetStatus):
     def set_execution_status(self, execution_status: ExecutionStatus):
         self.execution_status = execution_status
 
+    def has_changes(self) -> bool:
+        return self.update_model.node_template.change_type != ChangeType.UNCHANGED
+
     @property
     def account_id(self) -> str:
         return self.stack.account_id
diff --git a/localstack-core/localstack/services/cloudformation/v2/provider.py b/localstack-core/localstack/services/cloudformation/v2/provider.py
index d08755f96c904..26f8974f557aa 100644
--- a/localstack-core/localstack/services/cloudformation/v2/provider.py
+++ b/localstack-core/localstack/services/cloudformation/v2/provider.py
@@ -24,6 +24,7 @@
     DescribeStackResourcesOutput,
     DescribeStacksOutput,
     DisableRollback,
+    EnableTerminationProtection,
     ExecuteChangeSetOutput,
     ExecutionStatus,
     GetTemplateOutput,
@@ -48,6 +49,7 @@
     TemplateStage,
     UpdateStackInput,
     UpdateStackOutput,
+    UpdateTerminationProtectionOutput,
 )
 from localstack.services.cloudformation import api_utils
 from localstack.services.cloudformation.engine import template_preparer
@@ -90,14 +92,12 @@ def is_changeset_arn(change_set_name_or_id: str) -> bool:
     return ARN_CHANGESET_REGEX.match(change_set_name_or_id) is not None
 
 
-class StackWithNameNotFoundError(ValidationError):
-    def __init__(self, stack_name: str):
-        super().__init__(f"Stack [{stack_name}] does not exist")
-
-
-class StackWithIdNotFoundError(ValidationError):
-    def __init__(self, stack_id: str):
-        super().__init__("Stack with id <stack-name> does not exist")
+class StackNotFoundError(ValidationError):
+    def __init__(self, stack_name_or_id: str):
+        if is_stack_arn(stack_name_or_id):
+            super().__init__(f"Stack with id {stack_name_or_id} does not exist")
+        else:
+            super().__init__(f"Stack [{stack_name_or_id}] does not exist")
 
 
 def find_stack_v2(state: CloudFormationStore, stack_name: str | None) -> Stack | None:
@@ -128,7 +128,7 @@ def find_change_set_v2(
         if stack_name is not None:
             stack = find_stack_v2(state, stack_name)
             if not stack:
-                raise StackWithNameNotFoundError(stack_name)
+                raise StackNotFoundError(stack_name)
 
             for change_set_id in stack.change_set_ids:
                 change_set_candidate = state.change_sets[change_set_id]
@@ -250,6 +250,7 @@ def create_change_set(
                     request_payload=request,
                     template=structured_template,
                     template_body=template_body,
+                    initial_status=StackStatus.REVIEW_IN_PROGRESS,
                 )
                 state.stacks_v2[stack.stack_id] = stack
             else:
@@ -257,11 +258,6 @@ def create_change_set(
                     raise ValidationError(f"Stack '{stack_name}' does not exist.")
                 stack = active_stack_candidates[0]
 
-        if stack.status in [StackStatus.CREATE_COMPLETE, StackStatus.UPDATE_COMPLETE]:
-            stack.set_stack_status(StackStatus.UPDATE_IN_PROGRESS)
-        else:
-            stack.set_stack_status(StackStatus.REVIEW_IN_PROGRESS)
-
         # TODO: test if rollback status is allowed as well
         if (
             change_set_type == ChangeSetType.CREATE
@@ -330,7 +326,19 @@ def create_change_set(
             previous_update_model=previous_update_model,
         )
 
-        change_set.set_change_set_status(ChangeSetStatus.CREATE_COMPLETE)
+        # TODO: handle the empty change set case
+        if not change_set.has_changes():
+            change_set.set_change_set_status(ChangeSetStatus.FAILED)
+            change_set.set_execution_status(ExecutionStatus.UNAVAILABLE)
+            change_set.status_reason = "The submitted information didn't contain changes. Submit different information to create a change set."
+        else:
+            if stack.status in [StackStatus.CREATE_COMPLETE, StackStatus.UPDATE_COMPLETE]:
+                stack.set_stack_status(StackStatus.UPDATE_IN_PROGRESS)
+            else:
+                stack.set_stack_status(StackStatus.REVIEW_IN_PROGRESS)
+
+            change_set.set_change_set_status(ChangeSetStatus.CREATE_COMPLETE)
+
         stack.change_set_id = change_set.change_set_id
         stack.change_set_ids.append(change_set.change_set_id)
         state.change_sets[change_set.change_set_id] = change_set
@@ -438,6 +446,8 @@ def _describe_change_set(
                 for (key, value) in change_set.stack.resolved_parameters.items()
             ],
             Changes=changes,
+            Capabilities=change_set.stack.capabilities,
+            StatusReason=change_set.status_reason,
         )
         return result
 
@@ -455,6 +465,7 @@ def describe_change_set(
         # only relevant if change_set_name isn't an ARN
         state = get_cloudformation_store(context.account_id, context.region)
         change_set = find_change_set_v2(state, change_set_name, stack_name)
+
         if not change_set:
             raise ChangeSetNotFoundException(f"ChangeSet [{change_set_name}] does not exist")
         result = self._describe_change_set(
@@ -596,7 +607,8 @@ def describe_stacks(
         state = get_cloudformation_store(context.account_id, context.region)
         stack = find_stack_v2(state, stack_name)
         if not stack:
-            raise StackWithIdNotFoundError(stack_name)
+            raise StackNotFoundError(stack_name)
+        # TODO: move describe_details method to provider
         return DescribeStacksOutput(Stacks=[stack.describe_details()])
 
     @handler("ListStacks")
@@ -645,7 +657,7 @@ def describe_stack_resources(
         state = get_cloudformation_store(context.account_id, context.region)
         stack = find_stack_v2(state, stack_name)
         if not stack:
-            raise StackWithIdNotFoundError(stack_name)
+            raise StackNotFoundError(stack_name)
         # TODO: filter stack by PhysicalResourceId!
         statuses = []
         for resource_id, resource_status in stack.resource_states.items():
@@ -663,10 +675,14 @@ def describe_stack_events(
         next_token: NextToken = None,
         **kwargs,
     ) -> DescribeStackEventsOutput:
+        if not stack_name:
+            raise ValidationError(
+                "1 validation error detected: Value null at 'stackName' failed to satisfy constraint: Member must not be null"
+            )
         state = get_cloudformation_store(context.account_id, context.region)
         stack = find_stack_v2(state, stack_name)
         if not stack:
-            raise StackWithIdNotFoundError(stack_name)
+            raise StackNotFoundError(stack_name)
         return DescribeStackEventsOutput(StackEvents=stack.events)
 
     @handler("GetTemplate")
@@ -685,7 +701,7 @@ def get_template(
         elif stack_name:
             stack = find_stack_v2(state, stack_name)
         else:
-            raise StackWithIdNotFoundError(stack_name)
+            raise StackNotFoundError(stack_name)
 
         if template_stage == TemplateStage.Processed and "Transform" in stack.template_body:
             template_body = json.dumps(stack.processed_template)
@@ -709,7 +725,7 @@ def get_template_summary(
         if stack_name:
             stack = find_stack_v2(state, stack_name)
             if not stack:
-                raise StackWithIdNotFoundError(stack_name)
+                raise StackNotFoundError(stack_name)
             template = stack.template
         else:
             template_body = request.get("TemplateBody")
@@ -758,6 +774,22 @@ def get_template_summary(
 
         return result
 
+    @handler("UpdateTerminationProtection")
+    def update_termination_protection(
+        self,
+        context: RequestContext,
+        enable_termination_protection: EnableTerminationProtection,
+        stack_name: StackNameOrId,
+        **kwargs,
+    ) -> UpdateTerminationProtectionOutput:
+        state = get_cloudformation_store(context.account_id, context.region)
+        stack = find_stack_v2(state, stack_name)
+        if not stack:
+            raise StackNotFoundError(stack_name)
+
+        stack.enable_termination_protection = enable_termination_protection
+        return UpdateTerminationProtectionOutput(StackId=stack.stack_id)
+
     @handler("UpdateStack", expand=False)
     def update_stack(
         self,
diff --git a/localstack-core/localstack/services/kinesis/resource_providers/aws_kinesis_streamconsumer.py b/localstack-core/localstack/services/kinesis/resource_providers/aws_kinesis_streamconsumer.py
index 3f0faee08ffda..e9ba78fc42d0e 100644
--- a/localstack-core/localstack/services/kinesis/resource_providers/aws_kinesis_streamconsumer.py
+++ b/localstack-core/localstack/services/kinesis/resource_providers/aws_kinesis_streamconsumer.py
@@ -66,7 +66,7 @@ def create(
             response = kinesis.register_stream_consumer(
                 StreamARN=model["StreamARN"], ConsumerName=model["ConsumerName"]
             )
-            model["ConsumerARN"] = response["Consumer"]["ConsumerARN"]
+            model["Id"] = model["ConsumerARN"] = response["Consumer"]["ConsumerARN"]
             model["ConsumerStatus"] = response["Consumer"]["ConsumerStatus"]
             request.custom_context[REPEATED_INVOCATION] = True
             return ProgressEvent(
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_changesets.py b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_changesets.py
index 139bf0570248e..dbfbbd279d989 100644
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_changesets.py
+++ b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_changesets.py
@@ -394,7 +394,7 @@ def test_create_change_set_missing_stackname(aws_client):
         )
 
 
-@pytest.mark.skip("CFNV2:Other")
+@pytest.mark.skip("CFNV2:Resolve")
 @markers.aws.validated
 def test_create_change_set_with_ssm_parameter(
     cleanup_changesets,
@@ -478,7 +478,6 @@ def test_create_change_set_with_ssm_parameter(
         cleanup_stacks([stack_id])
 
 
-@pytest.mark.skip("CFNV2:Validation")
 @markers.aws.validated
 def test_describe_change_set_nonexisting(snapshot, aws_client):
     with pytest.raises(Exception) as ex:
@@ -575,7 +574,6 @@ def test_delete_change_set_exception(snapshot, aws_client):
     snapshot.match("e2", e2.value.response)
 
 
-@pytest.mark.skip("CFNV2:Other")
 @markers.aws.validated
 def test_create_delete_create(aws_client, cleanups, deploy_cfn_template):
     """test the re-use of a changeset name with a re-used stack name"""
@@ -766,12 +764,14 @@ def assert_bucket_gone():
     poll_condition(condition=assert_bucket_gone, timeout=20, interval=5)
 
 
-@pytest.mark.skip(reason="CFNV2:Other")
 @markers.snapshot.skip_snapshot_verify(
     paths=[
         "$..NotificationARNs",
         "$..IncludeNestedStacks",
         "$..Parameters",
+        # For V2
+        "$..Changes..ResourceChange.Details",
+        "$..Changes..ResourceChange.Scope",
     ]
 )
 @markers.aws.validated
@@ -856,7 +856,7 @@ def _check_changeset_success():
     snapshot.match("error_execute_failed", e.value)
 
 
-@pytest.mark.skip(reason="CFNV2:Other delete change set not implemented yet")
+@pytest.mark.skip(reason="CFNV2:DeleteChangeSet")
 @markers.aws.validated
 def test_deleted_changeset(snapshot, cleanups, aws_client):
     """simple case verifying that proper exception is thrown when trying to get a deleted changeset"""
@@ -980,9 +980,16 @@ def test_create_while_in_review(aws_client, snapshot, cleanups):
     snapshot.match("describe_change_set", describe_change_set)
 
 
-@pytest.mark.skip(reason="CFNV2:Other")
 @markers.snapshot.skip_snapshot_verify(
-    paths=["$..Capabilities", "$..IncludeNestedStacks", "$..NotificationARNs", "$..Parameters"]
+    paths=[
+        "$..Capabilities",
+        "$..IncludeNestedStacks",
+        "$..NotificationARNs",
+        "$..Parameters",
+        # V2 parity
+        "$..Changes..ResourceChange.Details",
+        "$..Changes..ResourceChange.Scope",
+    ]
 )
 @markers.aws.validated
 def test_multiple_create_changeset(aws_client, snapshot, cleanups):
@@ -1019,7 +1026,7 @@ def test_multiple_create_changeset(aws_client, snapshot, cleanups):
     )
 
 
-@pytest.mark.skip(reason="CFNV2:Other")
+@pytest.mark.skip(reason="CFNV2:DescribeStacks")
 @markers.snapshot.skip_snapshot_verify(paths=["$..LastUpdatedTime", "$..StackStatusReason"])
 @markers.aws.validated
 def test_create_changeset_with_stack_id(aws_client, snapshot, cleanups):
@@ -1087,7 +1094,6 @@ def test_create_changeset_with_stack_id(aws_client, snapshot, cleanups):
     snapshot.match("recreate_deleted_with_id_exception", e.value.response)
 
 
-@pytest.mark.skip(reason="CFNV2:Other")
 @markers.snapshot.skip_snapshot_verify(
     paths=[
         # gotta skip quite a lot unfortunately
@@ -1102,6 +1108,9 @@ def test_create_changeset_with_stack_id(aws_client, snapshot, cleanups):
         "$..StackId",
         "$..StatusReason",
         "$..StackStatusReason",
+        # V2 parity
+        "$..Changes..ResourceChange.Details",
+        "$..Changes..ResourceChange.Scope",
     ]
 )
 @markers.aws.validated
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_nested_stacks.py b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_nested_stacks.py
index ad163a709f4db..132669657355d 100644
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_nested_stacks.py
+++ b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_nested_stacks.py
@@ -15,7 +15,7 @@
 #     reason="Only targeting the new engine",
 # )
 
-pytestmark = pytest.mark.skip(reason="CFNV2:NestedStack")
+# pytestmark = pytest.mark.skip(reason="CFNV2:NestedStack")
 
 
 @markers.aws.needs_fixing
@@ -183,6 +183,7 @@ def _assert_bucket_is_deleted():
         "$..Role.Description",
         "$..Role.MaxSessionDuration",
         "$..Role.AssumeRolePolicyDocument..Action",
+        "$..Role.Tags",  # Moto returns an empty list for no tags
     ]
 )
 @markers.aws.validated
@@ -306,6 +307,7 @@ def test_nested_stacks_conditions(deploy_cfn_template, s3_create_bucket, aws_cli
     assert ":" not in nested_stack["Stacks"][0]["StackName"]
 
 
+@pytest.mark.skip("CFNV2:Deletion")
 @markers.aws.validated
 def test_deletion_of_failed_nested_stack(s3_create_bucket, aws_client, region_name, snapshot):
     """
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_reference_resolving.py b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_reference_resolving.py
index 7c6cc66e90721..388826e15e99c 100644
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_reference_resolving.py
+++ b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_reference_resolving.py
@@ -99,6 +99,7 @@ def test_reference_unsupported_resource(deploy_cfn_template, aws_client):
     This test verifies that templates can be deployed even when unsupported resources are references
     Make sure to update the template as coverage of resources increases.
     """
+    # TODO: do we really want to keep this behaviour?
 
     deployment = deploy_cfn_template(
         template_path=os.path.join(
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py
index 24bca731f29e3..05fad77292e8c 100644
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py
+++ b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py
@@ -26,9 +26,14 @@
 
 
 class TestStacksApi:
-    @pytest.mark.skip(reason="CFNV2:Other")
+    @pytest.mark.skip("CFNV2:DescribeStacks")
     @markers.snapshot.skip_snapshot_verify(
-        paths=["$..ChangeSetId", "$..EnableTerminationProtection"]
+        paths=[
+            "$..ChangeSetId",
+            "$..EnableTerminationProtection",
+            # V2
+            "$..Parameters",
+        ]
     )
     @markers.aws.validated
     def test_stack_lifecycle(self, deploy_cfn_template, snapshot, aws_client):
@@ -164,7 +169,6 @@ def test_get_template_using_changesets(
         )
         snapshot.match("template_processed", template_processed)
 
-    @pytest.mark.skip(reason="CFNV2:Other, CFNV2:DescribeStack")
     @markers.aws.validated
     @markers.snapshot.skip_snapshot_verify(
         paths=["$..ParameterValue", "$..PhysicalResourceId", "$..Capabilities"]
@@ -219,46 +223,6 @@ def test_stack_update_resources(
         resources = aws_client.cloudformation.describe_stack_resources(StackName=stack_name)
         snapshot.match("stack_resources", resources)
 
-    @pytest.mark.skip(reason="CFNV2:Other, CFNV2:DescribeStack")
-    @markers.aws.needs_fixing
-    def test_list_stack_resources_for_removed_resource(self, deploy_cfn_template, aws_client):
-        template_path = os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/eventbridge_policy.yaml"
-        )
-        event_bus_name = f"bus-{short_uid()}"
-        stack = deploy_cfn_template(
-            template_path=template_path,
-            parameters={"EventBusName": event_bus_name},
-        )
-
-        resources = aws_client.cloudformation.list_stack_resources(StackName=stack.stack_name)[
-            "StackResourceSummaries"
-        ]
-        resources_before = len(resources)
-        assert resources_before == 3
-        statuses = {res["ResourceStatus"] for res in resources}
-        assert statuses == {"CREATE_COMPLETE"}
-
-        # remove one resource from the template, then update stack (via change set)
-        template_dict = parse_yaml(load_file(template_path))
-        template_dict["Resources"].pop("eventPolicy2")
-        template2 = yaml.dump(template_dict)
-
-        deploy_cfn_template(
-            stack_name=stack.stack_name,
-            is_update=True,
-            template=template2,
-            parameters={"EventBusName": event_bus_name},
-        )
-
-        # get list of stack resources, again - make sure that deleted resource is not contained in result
-        resources = aws_client.cloudformation.list_stack_resources(StackName=stack.stack_name)[
-            "StackResourceSummaries"
-        ]
-        assert len(resources) == resources_before - 1
-        statuses = {res["ResourceStatus"] for res in resources}
-        assert statuses == {"UPDATE_COMPLETE"}
-
     @markers.aws.validated
     def test_update_stack_with_same_template_withoutchange(
         self, deploy_cfn_template, aws_client, snapshot
@@ -442,7 +406,6 @@ def _assert_stack_process_finished():
         ]
         assert len(updated_resources) == length_expected
 
-    @pytest.mark.skip(reason="CFNV2:Other")
     @markers.aws.only_localstack
     def test_create_stack_with_custom_id(
         self, aws_client, cleanups, account_id, region_name, set_resource_custom_id
@@ -557,7 +520,6 @@ def _assert_messages():
     retry(_assert_messages, retries=10, sleep=2)
 
 
-@pytest.mark.skip(reason="CFNV2:Other, CFNV2:Describe")
 @markers.aws.validated
 @markers.snapshot.skip_snapshot_verify(
     paths=[
@@ -633,7 +595,6 @@ def wait_for(waiter_type: str) -> None:
     snapshot.match("describe-result", res)
 
 
-@pytest.mark.skip(reason="CFNV2:Other, CFNV2:Describe")
 @markers.aws.validated
 def test_update_termination_protection(deploy_cfn_template, snapshot, aws_client):
     snapshot.add_transformer(snapshot.transform.cloudformation_api())
@@ -661,7 +622,6 @@ def test_update_termination_protection(deploy_cfn_template, snapshot, aws_client
     snapshot.match("describe-stack-2", res)
 
 
-@pytest.mark.skip(reason="CFNV2:Other, CFNV2:Describe")
 @markers.aws.validated
 def test_events_resource_types(deploy_cfn_template, snapshot, aws_client):
     template_path = os.path.join(
@@ -852,7 +812,6 @@ def test_name_conflicts(aws_client, snapshot, cleanups):
     snapshot.match("deleted_second_stack_desc", deleted_stack_desc)
 
 
-@pytest.mark.skip(reason="CFNV2:Validation")
 @markers.aws.validated
 def test_describe_stack_events_errors(aws_client, snapshot):
     with pytest.raises(aws_client.cloudformation.exceptions.ClientError) as e:
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_update_stack.py b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_update_stack.py
index 7823d7a4d2b75..01377d88ac8ac 100644
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_update_stack.py
+++ b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_update_stack.py
@@ -19,7 +19,6 @@
 )
 
 
-@pytest.mark.skip(reason="CFNV2:UpdateStack")
 @markers.aws.validated
 def test_basic_update(deploy_cfn_template, snapshot, aws_client):
     stack = deploy_cfn_template(
@@ -45,7 +44,6 @@ def test_basic_update(deploy_cfn_template, snapshot, aws_client):
     aws_client.cloudformation.get_waiter("stack_update_complete").wait(StackName=stack.stack_name)
 
 
-@pytest.mark.skip(reason="CFNV2:UpdateStack")
 @markers.aws.validated
 def test_update_using_template_url(deploy_cfn_template, s3_create_bucket, aws_client):
     stack = deploy_cfn_template(
@@ -249,7 +247,6 @@ def test_no_template_error(deploy_cfn_template, snapshot, aws_client):
     snapshot.match("error", ex.value.response)
 
 
-@pytest.mark.skip(reason="CFNV2:UpdateStack")
 @markers.aws.validated
 def test_no_parameters_update(deploy_cfn_template, aws_client):
     template = load_file(
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_apigateway.py b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_apigateway.py
index 9d1b99b86b976..bf95868e519b1 100644
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_apigateway.py
+++ b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_apigateway.py
@@ -412,9 +412,6 @@ def test_account(deploy_cfn_template, aws_client):
 
 
 @markers.aws.validated
-@pytest.mark.skip(
-    reason="CFNV2:Other ApiDeployment creation fails due to the REST API not having a method set"
-)
 @markers.snapshot.skip_snapshot_verify(
     paths=[
         "$..tags.'aws:cloudformation:logical-id'",
@@ -465,9 +462,6 @@ def test_update_usage_plan(deploy_cfn_template, aws_client, snapshot):
     assert usage_plan["quota"]["limit"] == 7000
 
 
-@pytest.mark.skip(
-    reason="CFNV2:Other ApiDeployment creation fails due to the REST API not having a method set"
-)
 @markers.snapshot.skip_snapshot_verify(
     paths=["$..createdDate", "$..description", "$..lastUpdatedDate", "$..tags"]
 )
@@ -620,9 +614,6 @@ def test_rest_api_serverless_ref_resolving(
 
 
 class TestServerlessApigwLambda:
-    @pytest.mark.skip(
-        reason="Requires investigation into the stack not being available in the v2 provider"
-    )
     @markers.aws.validated
     def test_serverless_like_deployment_with_update(
         self, deploy_cfn_template, aws_client, cleanups
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_cdk.py b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_cdk.py
index 89e176d0f1cde..538013909d4ce 100644
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_cdk.py
+++ b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_cdk.py
@@ -16,9 +16,6 @@
 
 
 class TestCdkInit:
-    @pytest.mark.skip(
-        reason="CFNV2:Destroy each test passes individually but because we don't delete resources, running all parameterized options fails"
-    )
     @pytest.mark.parametrize("bootstrap_version", ["10", "11", "12"])
     @markers.aws.validated
     def test_cdk_bootstrap(self, deploy_cfn_template, bootstrap_version, aws_client):
@@ -102,7 +99,7 @@ def clean_resources():
 
 
 class TestCdkSampleApp:
-    @pytest.mark.skip(reason="CFNV2:Provider")
+    @pytest.mark.skip(reason="CFNV2:Describe")
     @markers.snapshot.skip_snapshot_verify(
         paths=[
             "$..Attributes.Policy.Statement..Condition",
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_events.py b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_events.py
index 59f63ff949f12..17f1efcac75f8 100644
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_events.py
+++ b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_events.py
@@ -18,9 +18,6 @@
 )
 
 
-@pytest.mark.skip(
-    reason="CFNV2:Destroy resource name conflict with another test case resource in this suite"
-)
 @markers.aws.validated
 def test_cfn_event_api_destination_resource(deploy_cfn_template, region_name, aws_client):
     def _assert(expected_len):
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_kinesis.py b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_kinesis.py
index 6cf7220a835c3..f36b7d42f8c25 100644
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_kinesis.py
+++ b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_kinesis.py
@@ -167,9 +167,6 @@ def test_dynamodb_stream_response_with_cf(deploy_cfn_template, aws_client, snaps
     snapshot.add_transformer(snapshot.transform.key_value("TableName"))
 
 
-@pytest.mark.skip(
-    reason="CFNV2:Other resource provider returns NULL physical resource id for StreamConsumer thus later references to this resource fail to compute"
-)
 @markers.aws.validated
 def test_kinesis_stream_consumer_creations(deploy_cfn_template, aws_client):
     consumer_name = f"{short_uid()}"
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_lambda.py b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_lambda.py
index 67f11739b6e46..ce5570b67476e 100644
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_lambda.py
+++ b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_lambda.py
@@ -228,7 +228,6 @@ def test_cfn_function_url(deploy_cfn_template, snapshot, aws_client):
     snapshot.match("response_headers", lowered_headers)
 
 
-@pytest.mark.skip(reason="CFNV2:Other Function already exists error")
 @markers.aws.validated
 def test_lambda_alias(deploy_cfn_template, snapshot, aws_client):
     snapshot.add_transformer(snapshot.transform.cloudformation_api())
@@ -729,7 +728,7 @@ def wait_logs():
 
         assert wait_until(wait_logs)
 
-    @pytest.mark.skip(reason="CFNV2:Other")
+    @pytest.mark.skip(reason="CFNV2:DescribeStackResources")
     @markers.snapshot.skip_snapshot_verify(
         paths=[
             # Lambda
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_opensearch.py b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_opensearch.py
index 8cb3ad8dbe6d3..ddb3e81ddb0c9 100644
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_opensearch.py
+++ b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_opensearch.py
@@ -60,23 +60,20 @@ def test_domain(deploy_cfn_template, aws_client, snapshot):
     snapshot.match("list_tags", tags_result)
 
 
-@pytest.mark.skip(reason="CFNV2:AdvancedOptions unsupported")
 @markers.aws.validated
 @markers.snapshot.skip_snapshot_verify(
     paths=[
-        "$..DomainStatus.AccessPolicies",
-        "$..DomainStatus.AdvancedOptions.override_main_response_version",
+        "$..DomainStatus.AIMLOptions",
         "$..DomainStatus.AdvancedSecurityOptions.AnonymousAuthEnabled",
         "$..DomainStatus.AutoTuneOptions.State",
         "$..DomainStatus.AutoTuneOptions.UseOffPeakWindow",
         "$..DomainStatus.ChangeProgressDetails",
-        "$..DomainStatus.ClusterConfig.DedicatedMasterCount",
-        "$..DomainStatus.ClusterConfig.InstanceCount",
         "$..DomainStatus.ClusterConfig.MultiAZWithStandbyEnabled",
         "$..DomainStatus.ClusterConfig.ZoneAwarenessConfig",
-        "$..DomainStatus.ClusterConfig.ZoneAwarenessEnabled",
-        "$..DomainStatus.EBSOptions.VolumeSize",
-        "$..DomainStatus.Endpoint",
+        "$..DomainStatus.DomainEndpointOptions.TLSSecurityPolicy",
+        "$..DomainStatus.IPAddressType",
+        "$..DomainStatus.IdentityCenterOptions",
+        "$..DomainStatus.ModifyingProperties",
         "$..DomainStatus.OffPeakWindowOptions",
         "$..DomainStatus.ServiceSoftwareOptions.CurrentVersion",
         "$..DomainStatus.SoftwareUpdateOptions",
@@ -86,6 +83,7 @@ def test_domain_with_alternative_types(deploy_cfn_template, aws_client, snapshot
     """
     Test that the alternative types for the OpenSearch domain are accepted using the resource documentation example
     """
+    snapshot.add_transformer(snapshot.transform.key_value("Endpoint"))
     stack = deploy_cfn_template(
         template_path=os.path.join(
             os.path.dirname(__file__),
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_opensearch.snapshot.json b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_opensearch.snapshot.json
index 8d0498795db31..fbfd1e1e91e30 100644
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_opensearch.snapshot.json
+++ b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_opensearch.snapshot.json
@@ -111,10 +111,16 @@
     }
   },
   "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_opensearch.py::test_domain_with_alternative_types": {
-    "recorded-date": "05-10-2023, 11:07:39",
+    "recorded-date": "08-07-2025, 02:30:47",
     "recorded-content": {
       "describe_domain": {
         "DomainStatus": {
+          "AIMLOptions": {
+            "NaturalLanguageQueryGenerationOptions": {
+              "CurrentState": "NOT_ENABLED",
+              "DesiredState": "DISABLED"
+            }
+          },
           "ARN": "arn:<partition>:es:<region>:111111111111:domain/test-opensearch-domain",
           "AccessPolicies": {
             "Version": "2012-10-17",
@@ -139,11 +145,15 @@
             "InternalUserDatabaseEnabled": false
           },
           "AutoTuneOptions": {
-            "State": "ENABLED",
+            "State": "DISABLED",
             "UseOffPeakWindow": false
           },
           "ChangeProgressDetails": {
-            "ChangeId": "<uuid:1>"
+            "ChangeId": "<uuid:1>",
+            "ConfigChangeStatus": "Completed",
+            "InitiatedBy": "CUSTOMER",
+            "LastUpdatedTime": "datetime",
+            "StartTime": "datetime"
           },
           "ClusterConfig": {
             "ColdStorageOptions": {
@@ -151,9 +161,9 @@
             },
             "DedicatedMasterCount": 3,
             "DedicatedMasterEnabled": true,
-            "DedicatedMasterType": "m3.medium.search",
+            "DedicatedMasterType": "t3.small.search",
             "InstanceCount": 2,
-            "InstanceType": "m3.medium.search",
+            "InstanceType": "t3.small.search",
             "MultiAZWithStandbyEnabled": false,
             "WarmEnabled": false,
             "ZoneAwarenessConfig": {
@@ -169,10 +179,11 @@
           "DomainEndpointOptions": {
             "CustomEndpointEnabled": false,
             "EnforceHTTPS": false,
-            "TLSSecurityPolicy": "Policy-Min-TLS-1-0-2019-07"
+            "TLSSecurityPolicy": "Policy-Min-TLS-1-2-2019-07"
           },
           "DomainId": "111111111111/test-opensearch-domain",
           "DomainName": "test-opensearch-domain",
+          "DomainProcessingStatus": "Active",
           "EBSOptions": {
             "EBSEnabled": true,
             "Iops": 0,
@@ -182,8 +193,11 @@
           "EncryptionAtRestOptions": {
             "Enabled": false
           },
-          "Endpoint": "search-test-opensearch-domain-lwnlbu3h4beauepbhlq5emyh3m.<region>.es.amazonaws.com",
+          "Endpoint": "<endpoint:1>",
           "EngineVersion": "OpenSearch_1.0",
+          "IPAddressType": "ipv4",
+          "IdentityCenterOptions": {},
+          "ModifyingProperties": [],
           "NodeToNodeEncryptionOptions": {
             "Enabled": false
           },
@@ -200,7 +214,7 @@
           "ServiceSoftwareOptions": {
             "AutomatedUpdateDate": "datetime",
             "Cancellable": false,
-            "CurrentVersion": "OpenSearch_1_0_R20230928",
+            "CurrentVersion": "OpenSearch_1_0_R20250625",
             "Description": "There is no software update available for this domain.",
             "NewVersion": "",
             "OptionalDeployment": true,
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_sns.py b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_sns.py
index 865248c9b80dd..33612757d962d 100644
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_sns.py
+++ b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_sns.py
@@ -84,7 +84,7 @@ def test_sns_subscription(deploy_cfn_template, aws_client):
     assert len(subscriptions["Subscriptions"]) > 0
 
 
-@pytest.mark.skip(reason="CFNV2:Other")
+@pytest.mark.skip(reason="CFNV2:Engine")
 @markers.aws.validated
 def test_deploy_stack_with_sns_topic(deploy_cfn_template, aws_client):
     stack = deploy_cfn_template(
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_ssm.py b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_ssm.py
index 1d9922d481668..7bf9ff53445f1 100644
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_ssm.py
+++ b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_ssm.py
@@ -124,7 +124,7 @@ def test_update_ssm_parameter_tag(deploy_cfn_template, aws_client):
     # assert ssm_tags == []
 
 
-@pytest.mark.skip(reason="CFNV2:Other")
+@pytest.mark.skip(reason="CFNV2:DescribeStackResource")
 @markers.snapshot.skip_snapshot_verify(paths=["$..DriftInformation", "$..Metadata"])
 @markers.aws.validated
 def test_deploy_patch_baseline(deploy_cfn_template, aws_client, snapshot):
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_stepfunctions.py b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_stepfunctions.py
index 8bb3c96039211..e8712f669d537 100644
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_stepfunctions.py
+++ b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_stepfunctions.py
@@ -47,7 +47,7 @@ def _is_executed():
 
 
 @pytest.mark.skip(
-    reason="CFNV2:Other During change set describe the a Ref to a not yet deployed resource returns null which is an invalid input for Fn::Split"
+    reason="CFNV2:Engine During change set describe the a Ref to a not yet deployed resource returns null which is an invalid input for Fn::Split"
 )
 @markers.aws.validated
 def test_nested_statemachine_with_sync2(deploy_cfn_template, aws_client):
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.py b/tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.py
index 70170c74c089b..247075382cec5 100644
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.py
+++ b/tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.py
@@ -316,7 +316,7 @@ def test_stack_imports(self, deploy_cfn_template, aws_client):
         assert stack2.outputs["MessageQueueArn2"] == queue_arn2
 
 
-@pytest.mark.skip(reason="CFNV2:resolve")
+@pytest.mark.skip(reason="CFNV2:Resolve")
 class TestSsmParameters:
     @markers.aws.validated
     def test_create_stack_with_ssm_parameters(
@@ -476,7 +476,7 @@ def test_create_change_set_with_ssm_parameter_list(
 
 
 class TestSecretsManagerParameters:
-    @pytest.mark.skip(reason="CFNV2:resolve")
+    @pytest.mark.skip(reason="CFNV2:Resolve")
     @pytest.mark.parametrize(
         "template_name",
         [

From 14c8ef91a44ce28a5b4c8a647a0024abc164df4d Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Mon, 28 Jul 2025 07:28:12 +0200
Subject: [PATCH 034/697] Update CODEOWNERS (#12917)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
---
 CODEOWNERS | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/CODEOWNERS b/CODEOWNERS
index 998093c4cbbe8..0c8bf10c73ca6 100644
--- a/CODEOWNERS
+++ b/CODEOWNERS
@@ -118,10 +118,10 @@
 /tests/aws/services/cloudcontrol/ @simonrw
 
 # cloudformation
-/localstack-core/localstack/aws/api/cloudformation/ @dominikschubert @pinzon @simonrw
-/localstack-core/localstack/services/cloudformation/ @dominikschubert @pinzon @simonrw
-/tests/aws/services/cloudformation/ @dominikschubert @pinzon @simonrw
-/tests/unit/services/cloudformation/ @dominikschubert @pinzon @simonrw
+/localstack-core/localstack/aws/api/cloudformation/ @simonrw @pinzon @dominikschubert
+/localstack-core/localstack/services/cloudformation/ @simonrw @pinzon @dominikschubert
+/tests/aws/services/cloudformation/ @simonrw @pinzon @dominikschubert
+/tests/unit/services/cloudformation/ @simonrw @pinzon @dominikschubert
 
 # cloudwatch
 /localstack-core/localstack/aws/api/cloudwatch/ @pinzon @steffyP

From 3fb4ab8e65b20b0e53c549fc4102f7fc507334c6 Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Mon, 28 Jul 2025 08:44:42 +0200
Subject: [PATCH 035/697] [Testing] Update test durations (#12915)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
---
 .test_durations | 10070 ++++++++++++++++++++++------------------------
 1 file changed, 4813 insertions(+), 5257 deletions(-)

diff --git a/.test_durations b/.test_durations
index fc4927a66ecd1..17e82f5f0d57d 100644
--- a/.test_durations
+++ b/.test_durations
@@ -1,5259 +1,4815 @@
 {
-  "tests/aws/scenario/bookstore/test_bookstore.py::TestBookstoreApplication::test_lambda_dynamodb": 1.8591925400000093,
-  "tests/aws/scenario/bookstore/test_bookstore.py::TestBookstoreApplication::test_opensearch_crud": 3.4542978110000035,
-  "tests/aws/scenario/bookstore/test_bookstore.py::TestBookstoreApplication::test_search_books": 63.59329259399999,
-  "tests/aws/scenario/bookstore/test_bookstore.py::TestBookstoreApplication::test_setup": 89.16224498400001,
-  "tests/aws/scenario/kinesis_firehose/test_kinesis_firehose.py::TestKinesisFirehoseScenario::test_kinesis_firehose_s3": 0.002819474000034461,
-  "tests/aws/scenario/lambda_destination/test_lambda_destination_scenario.py::TestLambdaDestinationScenario::test_destination_sns": 5.6126325460001,
-  "tests/aws/scenario/lambda_destination/test_lambda_destination_scenario.py::TestLambdaDestinationScenario::test_infra": 12.26068547899996,
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+  "tests/integration/test_security.py::TestCSRF::test_cors_s3_override": 0.08649855600060619,
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+  "tests/integration/test_security.py::TestCSRF::test_disable_cors_checks": 0.017189247000260366,
+  "tests/integration/test_security.py::TestCSRF::test_disable_cors_headers": 0.020130637000420393,
+  "tests/integration/test_security.py::TestCSRF::test_internal_route_cors_headers[/_localstack/health]": 0.017756050999651052,
+  "tests/integration/test_security.py::TestCSRF::test_no_cors_without_origin_header": 0.010770402000616741,
+  "tests/integration/test_stores.py::test_nonstandard_regions": 0.16715960900000937,
+  "tests/integration/utils/test_diagnose.py::test_diagnose_resource": 0.48011295099968265
 }

From 381d24d0f393c0481b06ff359b03ffde88b09d04 Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Mon, 28 Jul 2025 08:45:41 +0200
Subject: [PATCH 036/697] Update ASF APIs (#12916)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
---
 .../localstack/aws/api/ec2/__init__.py        | 23 +++++++++-
 .../localstack/aws/api/lambda_/__init__.py    | 46 +++++++++----------
 pyproject.toml                                |  6 +--
 requirements-base-runtime.txt                 |  4 +-
 requirements-dev.txt                          |  6 +--
 requirements-runtime.txt                      |  6 +--
 requirements-test.txt                         |  6 +--
 requirements-typehint.txt                     |  6 +--
 8 files changed, 61 insertions(+), 42 deletions(-)

diff --git a/localstack-core/localstack/aws/api/ec2/__init__.py b/localstack-core/localstack/aws/api/ec2/__init__.py
index 734cd8bc5e5ef..790caa860c571 100644
--- a/localstack-core/localstack/aws/api/ec2/__init__.py
+++ b/localstack-core/localstack/aws/api/ec2/__init__.py
@@ -2337,6 +2337,20 @@ class InstanceType(StrEnum):
     r8gd_48xlarge = "r8gd.48xlarge"
     r8gd_metal_24xl = "r8gd.metal-24xl"
     r8gd_metal_48xl = "r8gd.metal-48xl"
+    c8gn_medium = "c8gn.medium"
+    c8gn_large = "c8gn.large"
+    c8gn_xlarge = "c8gn.xlarge"
+    c8gn_2xlarge = "c8gn.2xlarge"
+    c8gn_4xlarge = "c8gn.4xlarge"
+    c8gn_8xlarge = "c8gn.8xlarge"
+    c8gn_12xlarge = "c8gn.12xlarge"
+    c8gn_16xlarge = "c8gn.16xlarge"
+    c8gn_24xlarge = "c8gn.24xlarge"
+    c8gn_48xlarge = "c8gn.48xlarge"
+    c8gn_metal_24xl = "c8gn.metal-24xl"
+    c8gn_metal_48xl = "c8gn.metal-48xl"
+    f2_6xlarge = "f2.6xlarge"
+    p6e_gb200_36xlarge = "p6e-gb200.36xlarge"
 
 
 class InstanceTypeHypervisor(StrEnum):
@@ -3596,6 +3610,7 @@ class TransitGatewayAttachmentResourceType(StrEnum):
     connect = "connect"
     peering = "peering"
     tgw_peering = "tgw-peering"
+    network_function = "network-function"
 
 
 class TransitGatewayAttachmentState(StrEnum):
@@ -7135,7 +7150,7 @@ class FleetLaunchTemplateOverrides(TypedDict, total=False):
     InstanceType: Optional[InstanceType]
     MaxPrice: Optional[String]
     SubnetId: Optional[String]
-    AvailabilityZone: Optional[String]
+    AvailabilityZone: Optional[AvailabilityZoneName]
     WeightedCapacity: Optional[Double]
     Priority: Optional[Double]
     Placement: Optional[PlacementResponse]
@@ -7280,7 +7295,7 @@ class FleetLaunchTemplateOverridesRequest(TypedDict, total=False):
     InstanceType: Optional[InstanceType]
     MaxPrice: Optional[String]
     SubnetId: Optional[SubnetId]
-    AvailabilityZone: Optional[String]
+    AvailabilityZone: Optional[AvailabilityZoneName]
     WeightedCapacity: Optional[Double]
     Priority: Optional[Double]
     Placement: Optional[Placement]
@@ -20630,6 +20645,7 @@ class StartVpcEndpointServicePrivateDnsVerificationResult(TypedDict, total=False
 class StopInstancesRequest(ServiceRequest):
     InstanceIds: InstanceIdStringList
     Hibernate: Optional[Boolean]
+    SkipOsShutdown: Optional[Boolean]
     DryRun: Optional[Boolean]
     Force: Optional[Boolean]
 
@@ -20662,6 +20678,7 @@ class TerminateClientVpnConnectionsResult(TypedDict, total=False):
 
 class TerminateInstancesRequest(ServiceRequest):
     InstanceIds: InstanceIdStringList
+    SkipOsShutdown: Optional[Boolean]
     DryRun: Optional[Boolean]
 
 
@@ -29075,6 +29092,7 @@ def stop_instances(
         context: RequestContext,
         instance_ids: InstanceIdStringList,
         hibernate: Boolean | None = None,
+        skip_os_shutdown: Boolean | None = None,
         dry_run: Boolean | None = None,
         force: Boolean | None = None,
         **kwargs,
@@ -29098,6 +29116,7 @@ def terminate_instances(
         self,
         context: RequestContext,
         instance_ids: InstanceIdStringList,
+        skip_os_shutdown: Boolean | None = None,
         dry_run: Boolean | None = None,
         **kwargs,
     ) -> TerminateInstancesResult:
diff --git a/localstack-core/localstack/aws/api/lambda_/__init__.py b/localstack-core/localstack/aws/api/lambda_/__init__.py
index 0f1e716980e9e..eda8ffb23ae23 100644
--- a/localstack-core/localstack/aws/api/lambda_/__init__.py
+++ b/localstack-core/localstack/aws/api/lambda_/__init__.py
@@ -378,21 +378,21 @@ class UpdateRuntimeOn(StrEnum):
 
 class CodeSigningConfigNotFoundException(ServiceException):
     code: str = "CodeSigningConfigNotFoundException"
-    sender_fault: bool = False
+    sender_fault: bool = True
     status_code: int = 404
     Type: Optional[String]
 
 
 class CodeStorageExceededException(ServiceException):
     code: str = "CodeStorageExceededException"
-    sender_fault: bool = False
+    sender_fault: bool = True
     status_code: int = 400
     Type: Optional[String]
 
 
 class CodeVerificationFailedException(ServiceException):
     code: str = "CodeVerificationFailedException"
-    sender_fault: bool = False
+    sender_fault: bool = True
     status_code: int = 400
     Type: Optional[String]
 
@@ -421,28 +421,28 @@ class EC2UnexpectedException(ServiceException):
 
 class EFSIOException(ServiceException):
     code: str = "EFSIOException"
-    sender_fault: bool = False
+    sender_fault: bool = True
     status_code: int = 410
     Type: Optional[String]
 
 
 class EFSMountConnectivityException(ServiceException):
     code: str = "EFSMountConnectivityException"
-    sender_fault: bool = False
+    sender_fault: bool = True
     status_code: int = 408
     Type: Optional[String]
 
 
 class EFSMountFailureException(ServiceException):
     code: str = "EFSMountFailureException"
-    sender_fault: bool = False
+    sender_fault: bool = True
     status_code: int = 403
     Type: Optional[String]
 
 
 class EFSMountTimeoutException(ServiceException):
     code: str = "EFSMountTimeoutException"
-    sender_fault: bool = False
+    sender_fault: bool = True
     status_code: int = 408
     Type: Optional[String]
 
@@ -456,21 +456,21 @@ class ENILimitReachedException(ServiceException):
 
 class InvalidCodeSignatureException(ServiceException):
     code: str = "InvalidCodeSignatureException"
-    sender_fault: bool = False
+    sender_fault: bool = True
     status_code: int = 400
     Type: Optional[String]
 
 
 class InvalidParameterValueException(ServiceException):
     code: str = "InvalidParameterValueException"
-    sender_fault: bool = False
+    sender_fault: bool = True
     status_code: int = 400
     Type: Optional[String]
 
 
 class InvalidRequestContentException(ServiceException):
     code: str = "InvalidRequestContentException"
-    sender_fault: bool = False
+    sender_fault: bool = True
     status_code: int = 400
     Type: Optional[String]
 
@@ -533,56 +533,56 @@ class KMSNotFoundException(ServiceException):
 
 class PolicyLengthExceededException(ServiceException):
     code: str = "PolicyLengthExceededException"
-    sender_fault: bool = False
+    sender_fault: bool = True
     status_code: int = 400
     Type: Optional[String]
 
 
 class PreconditionFailedException(ServiceException):
     code: str = "PreconditionFailedException"
-    sender_fault: bool = False
+    sender_fault: bool = True
     status_code: int = 412
     Type: Optional[String]
 
 
 class ProvisionedConcurrencyConfigNotFoundException(ServiceException):
     code: str = "ProvisionedConcurrencyConfigNotFoundException"
-    sender_fault: bool = False
+    sender_fault: bool = True
     status_code: int = 404
     Type: Optional[String]
 
 
 class RecursiveInvocationException(ServiceException):
     code: str = "RecursiveInvocationException"
-    sender_fault: bool = False
+    sender_fault: bool = True
     status_code: int = 400
     Type: Optional[String]
 
 
 class RequestTooLargeException(ServiceException):
     code: str = "RequestTooLargeException"
-    sender_fault: bool = False
+    sender_fault: bool = True
     status_code: int = 413
     Type: Optional[String]
 
 
 class ResourceConflictException(ServiceException):
     code: str = "ResourceConflictException"
-    sender_fault: bool = False
+    sender_fault: bool = True
     status_code: int = 409
     Type: Optional[String]
 
 
 class ResourceInUseException(ServiceException):
     code: str = "ResourceInUseException"
-    sender_fault: bool = False
+    sender_fault: bool = True
     status_code: int = 400
     Type: Optional[String]
 
 
 class ResourceNotFoundException(ServiceException):
     code: str = "ResourceNotFoundException"
-    sender_fault: bool = False
+    sender_fault: bool = True
     status_code: int = 404
     Type: Optional[String]
 
@@ -603,21 +603,21 @@ class ServiceException(ServiceException):
 
 class SnapStartException(ServiceException):
     code: str = "SnapStartException"
-    sender_fault: bool = False
+    sender_fault: bool = True
     status_code: int = 400
     Type: Optional[String]
 
 
 class SnapStartNotReadyException(ServiceException):
     code: str = "SnapStartNotReadyException"
-    sender_fault: bool = False
+    sender_fault: bool = True
     status_code: int = 409
     Type: Optional[String]
 
 
 class SnapStartTimeoutException(ServiceException):
     code: str = "SnapStartTimeoutException"
-    sender_fault: bool = False
+    sender_fault: bool = True
     status_code: int = 408
     Type: Optional[String]
 
@@ -631,7 +631,7 @@ class SubnetIPAddressLimitReachedException(ServiceException):
 
 class TooManyRequestsException(ServiceException):
     code: str = "TooManyRequestsException"
-    sender_fault: bool = False
+    sender_fault: bool = True
     status_code: int = 429
     retryAfterSeconds: Optional[String]
     Type: Optional[String]
@@ -640,7 +640,7 @@ class TooManyRequestsException(ServiceException):
 
 class UnsupportedMediaTypeException(ServiceException):
     code: str = "UnsupportedMediaTypeException"
-    sender_fault: bool = False
+    sender_fault: bool = True
     status_code: int = 415
     Type: Optional[String]
 
diff --git a/pyproject.toml b/pyproject.toml
index 245af6955d43d..153ef2ed7d662 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -53,9 +53,9 @@ Issues = "https://github.com/localstack/localstack/issues"
 # minimal required to actually run localstack on the host for services natively implemented in python
 base-runtime = [
     # pinned / updated by ASF update action
-    "boto3==1.39.9",
+    "boto3==1.39.14",
     # pinned / updated by ASF update action
-    "botocore==1.39.9",
+    "botocore==1.39.14",
     "awscrt>=0.13.14,!=0.27.1",
     "cbor2>=5.5.0",
     "dnspython>=1.16.0",
@@ -78,7 +78,7 @@ base-runtime = [
 runtime = [
     "localstack-core[base-runtime]",
     # pinned / updated by ASF update action
-    "awscli==1.41.9",
+    "awscli==1.41.14",
     "airspeed-ext>=0.6.3",
     # version that has a built wheel
     "kclpy-ext>=3.0.0",
diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index e551a0b7a2caa..4d96dc33d6a28 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -11,9 +11,9 @@ attrs==25.3.0
     #   referencing
 awscrt==0.27.4
     # via localstack-core (pyproject.toml)
-boto3==1.39.9
+boto3==1.39.14
     # via localstack-core (pyproject.toml)
-botocore==1.39.9
+botocore==1.39.14
     # via
     #   boto3
     #   localstack-core (pyproject.toml)
diff --git a/requirements-dev.txt b/requirements-dev.txt
index db8ad81f3a92e..a548004ea02f6 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -39,17 +39,17 @@ aws-sam-translator==1.99.0
     #   localstack-core
 aws-xray-sdk==2.14.0
     # via moto-ext
-awscli==1.41.9
+awscli==1.41.14
     # via localstack-core
 awscrt==0.27.4
     # via localstack-core
-boto3==1.39.9
+boto3==1.39.14
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.39.9
+botocore==1.39.14
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index 239090a0e36a4..9f26a820c8d71 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -27,17 +27,17 @@ aws-sam-translator==1.99.0
     #   localstack-core (pyproject.toml)
 aws-xray-sdk==2.14.0
     # via moto-ext
-awscli==1.41.9
+awscli==1.41.14
     # via localstack-core (pyproject.toml)
 awscrt==0.27.4
     # via localstack-core
-boto3==1.39.9
+boto3==1.39.14
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.39.9
+botocore==1.39.14
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-test.txt b/requirements-test.txt
index dd6ed7e7a484d..ab44ea45cbb5b 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -39,17 +39,17 @@ aws-sam-translator==1.99.0
     #   localstack-core
 aws-xray-sdk==2.14.0
     # via moto-ext
-awscli==1.41.9
+awscli==1.41.14
     # via localstack-core
 awscrt==0.27.4
     # via localstack-core
-boto3==1.39.9
+boto3==1.39.14
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.39.9
+botocore==1.39.14
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index 75f8dc885bfe1..ddc988f73de11 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -39,11 +39,11 @@ aws-sam-translator==1.99.0
     #   localstack-core
 aws-xray-sdk==2.14.0
     # via moto-ext
-awscli==1.41.9
+awscli==1.41.14
     # via localstack-core
 awscrt==0.27.4
     # via localstack-core
-boto3==1.39.9
+boto3==1.39.14
     # via
     #   aws-sam-translator
     #   kclpy-ext
@@ -51,7 +51,7 @@ boto3==1.39.9
     #   moto-ext
 boto3-stubs==1.39.10
     # via localstack-core (pyproject.toml)
-botocore==1.39.9
+botocore==1.39.14
     # via
     #   aws-xray-sdk
     #   awscli

From 4541efbb24d83f926c35fbc28d32951b703f1179 Mon Sep 17 00:00:00 2001
From: Thomas Rausch <thomas@thrau.at>
Date: Mon, 28 Jul 2025 12:35:44 +0200
Subject: [PATCH 037/697] remove thrau from CODEOWNERS codeowners (#12918)

---
 CODEOWNERS | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/CODEOWNERS b/CODEOWNERS
index 0c8bf10c73ca6..c5cde2ec122cb 100644
--- a/CODEOWNERS
+++ b/CODEOWNERS
@@ -3,7 +3,7 @@
 ######################
 
 # CODEOWNERS
-/CODEOWNERS @thrau @dominikschubert @alexrashed
+/CODEOWNERS @dominikschubert @alexrashed
 
 # README / Docs
 /docs/ @thrau @HarshCasper

From a997c5698ebe648bf2895bdb88780484093d6010 Mon Sep 17 00:00:00 2001
From: Viren Nadkarni <viren.nadkarni@localstack.cloud>
Date: Mon, 28 Jul 2025 18:18:48 +0530
Subject: [PATCH 038/697] DynamoDB: Implement UpdateKinesisStreamingDestination
 (#12897)

---
 .../localstack/services/dynamodb/provider.py  | 120 +++++++++++++--
 .../services/dynamodb/v2/provider.py          | 120 +++++++++++++--
 tests/aws/services/dynamodb/test_dynamodb.py  | 139 ++++++++++++++++++
 .../dynamodb/test_dynamodb.snapshot.json      | 111 ++++++++++++++
 .../dynamodb/test_dynamodb.validation.json    |   9 ++
 5 files changed, 478 insertions(+), 21 deletions(-)

diff --git a/localstack-core/localstack/services/dynamodb/provider.py b/localstack-core/localstack/services/dynamodb/provider.py
index 9b8594f18ac63..e59a2d8841502 100644
--- a/localstack-core/localstack/services/dynamodb/provider.py
+++ b/localstack-core/localstack/services/dynamodb/provider.py
@@ -27,6 +27,7 @@
     handler,
 )
 from localstack.aws.api.dynamodb import (
+    ApproximateCreationDateTimePrecision,
     AttributeMap,
     BatchExecuteStatementOutput,
     BatchGetItemOutput,
@@ -92,6 +93,7 @@
     ScanInput,
     ScanOutput,
     StreamArn,
+    TableArn,
     TableDescription,
     TableName,
     TagKeyList,
@@ -108,6 +110,8 @@
     UpdateGlobalTableOutput,
     UpdateItemInput,
     UpdateItemOutput,
+    UpdateKinesisStreamingConfiguration,
+    UpdateKinesisStreamingDestinationOutput,
     UpdateTableInput,
     UpdateTableOutput,
     UpdateTimeToLiveOutput,
@@ -1586,7 +1590,15 @@ def enable_kinesis_streaming_destination(
         enable_kinesis_streaming_configuration: EnableKinesisStreamingConfiguration = None,
         **kwargs,
     ) -> KinesisStreamingDestinationOutput:
-        self.ensure_table_exists(context.account_id, context.region, table_name)
+        self.ensure_table_exists(
+            context.account_id,
+            context.region,
+            table_name,
+            error_message=f"Requested resource not found: Table: {table_name} not found",
+        )
+
+        # TODO: Use the time precision in config if set
+        enable_kinesis_streaming_configuration = enable_kinesis_streaming_configuration or {}
 
         stream = self._event_forwarder.is_kinesis_stream_exists(stream_arn=stream_arn)
         if not stream:
@@ -1604,9 +1616,8 @@ def enable_kinesis_streaming_destination(
                 "to perform ENABLE operation."
             )
 
-        table_def["KinesisDataStreamDestinations"] = (
-            table_def.get("KinesisDataStreamDestinations") or []
-        )
+        table_def.setdefault("KinesisDataStreamDestinations", [])
+
         # remove the stream destination if already present
         table_def["KinesisDataStreamDestinations"] = [
             t for t in table_def["KinesisDataStreamDestinations"] if t["StreamArn"] != stream_arn
@@ -1617,11 +1628,15 @@ def enable_kinesis_streaming_destination(
                 "DestinationStatus": DestinationStatus.ACTIVE,
                 "DestinationStatusDescription": "Stream is active",
                 "StreamArn": stream_arn,
+                "ApproximateCreationDateTimePrecision": ApproximateCreationDateTimePrecision.MILLISECOND,
             }
         )
         table_def["KinesisDataStreamDestinationStatus"] = DestinationStatus.ACTIVE
         return KinesisStreamingDestinationOutput(
-            DestinationStatus=DestinationStatus.ACTIVE, StreamArn=stream_arn, TableName=table_name
+            DestinationStatus=DestinationStatus.ENABLING,
+            StreamArn=stream_arn,
+            TableName=table_name,
+            EnableKinesisStreamingConfiguration=enable_kinesis_streaming_configuration,
         )
 
     def disable_kinesis_streaming_destination(
@@ -1632,7 +1647,14 @@ def disable_kinesis_streaming_destination(
         enable_kinesis_streaming_configuration: EnableKinesisStreamingConfiguration = None,
         **kwargs,
     ) -> KinesisStreamingDestinationOutput:
-        self.ensure_table_exists(context.account_id, context.region, table_name)
+        self.ensure_table_exists(
+            context.account_id,
+            context.region,
+            table_name,
+            error_message=f"Requested resource not found: Table: {table_name} not found",
+        )
+
+        # TODO: Must raise if invoked before KinesisStreamingDestination is ACTIVE
 
         stream = self._event_forwarder.is_kinesis_stream_exists(stream_arn=stream_arn)
         if not stream:
@@ -1656,7 +1678,7 @@ def disable_kinesis_streaming_destination(
                         dest["DestinationStatusDescription"] = ("Stream is disabled",)
                         table_def["KinesisDataStreamDestinationStatus"] = DestinationStatus.DISABLED
                         return KinesisStreamingDestinationOutput(
-                            DestinationStatus=DestinationStatus.DISABLED,
+                            DestinationStatus=DestinationStatus.DISABLING,
                             StreamArn=stream_arn,
                             TableName=table_name,
                         )
@@ -1675,8 +1697,81 @@ def describe_kinesis_streaming_destination(
         )
 
         stream_destinations = table_def.get("KinesisDataStreamDestinations") or []
+        stream_destinations = copy.deepcopy(stream_destinations)
+
+        for destination in stream_destinations:
+            destination.pop("ApproximateCreationDateTimePrecision", None)
+            destination.pop("DestinationStatusDescription", None)
+
         return DescribeKinesisStreamingDestinationOutput(
-            KinesisDataStreamDestinations=stream_destinations, TableName=table_name
+            KinesisDataStreamDestinations=stream_destinations,
+            TableName=table_name,
+        )
+
+    def update_kinesis_streaming_destination(
+        self,
+        context: RequestContext,
+        table_name: TableArn,
+        stream_arn: StreamArn,
+        update_kinesis_streaming_configuration: UpdateKinesisStreamingConfiguration | None = None,
+        **kwargs,
+    ) -> UpdateKinesisStreamingDestinationOutput:
+        self.ensure_table_exists(context.account_id, context.region, table_name)
+
+        if not update_kinesis_streaming_configuration:
+            raise ValidationException(
+                "Streaming destination cannot be updated with given parameters: "
+                "UpdateKinesisStreamingConfiguration cannot be null or contain only null values"
+            )
+
+        time_precision = update_kinesis_streaming_configuration.get(
+            "ApproximateCreationDateTimePrecision"
+        )
+        if time_precision not in (
+            ApproximateCreationDateTimePrecision.MILLISECOND,
+            ApproximateCreationDateTimePrecision.MICROSECOND,
+        ):
+            raise ValidationException(
+                f"1 validation error detected: Value '{time_precision}' at "
+                "'updateKinesisStreamingConfiguration.approximateCreationDateTimePrecision' failed to satisfy constraint: "
+                "Member must satisfy enum value set: [MILLISECOND, MICROSECOND]"
+            )
+
+        store = get_store(context.account_id, context.region)
+
+        table_def = store.table_definitions.get(table_name) or {}
+        table_def.setdefault("KinesisDataStreamDestinations", [])
+
+        table_id = table_def["TableId"]
+
+        destination = None
+        for stream in table_def["KinesisDataStreamDestinations"]:
+            if stream["StreamArn"] == stream_arn:
+                destination = stream
+
+        if destination is None:
+            raise ValidationException(
+                "Table is not in a valid state to enable Kinesis Streaming Destination: "
+                f"No streaming destination with streamArn: {stream_arn} found for table with tableName: {table_name}"
+            )
+
+        if (
+            existing_precision := destination["ApproximateCreationDateTimePrecision"]
+        ) == update_kinesis_streaming_configuration["ApproximateCreationDateTimePrecision"]:
+            raise ValidationException(
+                f"Invalid Request: Precision is already set to the desired value of {existing_precision} "
+                f"for tableId: {table_id}, kdsArn: {stream_arn}"
+            )
+
+        destination["ApproximateCreationDateTimePrecision"] = time_precision
+
+        return UpdateKinesisStreamingDestinationOutput(
+            TableName=table_name,
+            StreamArn=stream_arn,
+            DestinationStatus=DestinationStatus.UPDATING,
+            UpdateKinesisStreamingConfiguration=UpdateKinesisStreamingConfiguration(
+                ApproximateCreationDateTimePrecision=time_precision,
+            ),
         )
 
     #
@@ -1754,7 +1849,12 @@ def table_exists(account_id: str, region_name: str, table_name: str) -> bool:
         return dynamodb_table_exists(table_name, client)
 
     @staticmethod
-    def ensure_table_exists(account_id: str, region_name: str, table_name: str):
+    def ensure_table_exists(
+        account_id: str,
+        region_name: str,
+        table_name: str,
+        error_message: str = "Cannot do operations on a non-existent table",
+    ):
         """
         Raise ResourceNotFoundException if the given table does not exist.
 
@@ -1764,7 +1864,7 @@ def ensure_table_exists(account_id: str, region_name: str, table_name: str):
         :raise: ResourceNotFoundException if table does not exist in DynamoDB Local
         """
         if not DynamoDBProvider.table_exists(account_id, region_name, table_name):
-            raise ResourceNotFoundException("Cannot do operations on a non-existent table")
+            raise ResourceNotFoundException(error_message)
 
     @staticmethod
     def get_global_table_region(context: RequestContext, table_name: str) -> str:
diff --git a/localstack-core/localstack/services/dynamodb/v2/provider.py b/localstack-core/localstack/services/dynamodb/v2/provider.py
index f6dee3a68e854..17921f59c4e2e 100644
--- a/localstack-core/localstack/services/dynamodb/v2/provider.py
+++ b/localstack-core/localstack/services/dynamodb/v2/provider.py
@@ -24,6 +24,7 @@
     handler,
 )
 from localstack.aws.api.dynamodb import (
+    ApproximateCreationDateTimePrecision,
     BatchExecuteStatementOutput,
     BatchGetItemOutput,
     BatchGetRequestMap,
@@ -84,6 +85,7 @@
     ScanInput,
     ScanOutput,
     StreamArn,
+    TableArn,
     TableDescription,
     TableName,
     TagKeyList,
@@ -97,6 +99,8 @@
     UpdateGlobalTableOutput,
     UpdateItemInput,
     UpdateItemOutput,
+    UpdateKinesisStreamingConfiguration,
+    UpdateKinesisStreamingDestinationOutput,
     UpdateTableInput,
     UpdateTableOutput,
     UpdateTimeToLiveOutput,
@@ -1110,7 +1114,14 @@ def enable_kinesis_streaming_destination(
         enable_kinesis_streaming_configuration: EnableKinesisStreamingConfiguration = None,
         **kwargs,
     ) -> KinesisStreamingDestinationOutput:
-        self.ensure_table_exists(context.account_id, context.region, table_name)
+        self.ensure_table_exists(
+            context.account_id,
+            context.region,
+            table_name,
+            error_message=f"Requested resource not found: Table: {table_name} not found",
+        )
+
+        enable_kinesis_streaming_configuration = enable_kinesis_streaming_configuration or {}
 
         if not kinesis_stream_exists(stream_arn=stream_arn):
             raise ValidationException("User does not have a permission to use kinesis stream")
@@ -1127,9 +1138,8 @@ def enable_kinesis_streaming_destination(
                 "to perform ENABLE operation."
             )
 
-        table_def["KinesisDataStreamDestinations"] = (
-            table_def.get("KinesisDataStreamDestinations") or []
-        )
+        table_def.setdefault("KinesisDataStreamDestinations", [])
+
         # remove the stream destination if already present
         table_def["KinesisDataStreamDestinations"] = [
             t for t in table_def["KinesisDataStreamDestinations"] if t["StreamArn"] != stream_arn
@@ -1140,11 +1150,15 @@ def enable_kinesis_streaming_destination(
                 "DestinationStatus": DestinationStatus.ACTIVE,
                 "DestinationStatusDescription": "Stream is active",
                 "StreamArn": stream_arn,
+                "ApproximateCreationDateTimePrecision": ApproximateCreationDateTimePrecision.MILLISECOND,
             }
         )
         table_def["KinesisDataStreamDestinationStatus"] = DestinationStatus.ACTIVE
         return KinesisStreamingDestinationOutput(
-            DestinationStatus=DestinationStatus.ACTIVE, StreamArn=stream_arn, TableName=table_name
+            DestinationStatus=DestinationStatus.ENABLING,
+            StreamArn=stream_arn,
+            TableName=table_name,
+            EnableKinesisStreamingConfiguration=enable_kinesis_streaming_configuration,
         )
 
     def disable_kinesis_streaming_destination(
@@ -1155,8 +1169,14 @@ def disable_kinesis_streaming_destination(
         enable_kinesis_streaming_configuration: EnableKinesisStreamingConfiguration = None,
         **kwargs,
     ) -> KinesisStreamingDestinationOutput:
-        self.ensure_table_exists(context.account_id, context.region, table_name)
-        if not kinesis_stream_exists(stream_arn):
+        self.ensure_table_exists(
+            context.account_id,
+            context.region,
+            table_name,
+            error_message=f"Requested resource not found: Table: {table_name} not found",
+        )
+
+        if not kinesis_stream_exists(stream_arn=stream_arn):
             raise ValidationException(
                 "User does not have a permission to use kinesis stream",
             )
@@ -1177,7 +1197,7 @@ def disable_kinesis_streaming_destination(
                         dest["DestinationStatusDescription"] = ("Stream is disabled",)
                         table_def["KinesisDataStreamDestinationStatus"] = DestinationStatus.DISABLED
                         return KinesisStreamingDestinationOutput(
-                            DestinationStatus=DestinationStatus.DISABLED,
+                            DestinationStatus=DestinationStatus.DISABLING,
                             StreamArn=stream_arn,
                             TableName=table_name,
                         )
@@ -1196,8 +1216,81 @@ def describe_kinesis_streaming_destination(
         )
 
         stream_destinations = table_def.get("KinesisDataStreamDestinations") or []
+        stream_destinations = copy.deepcopy(stream_destinations)
+
+        for destination in stream_destinations:
+            destination.pop("ApproximateCreationDateTimePrecision", None)
+            destination.pop("DestinationStatusDescription", None)
+
         return DescribeKinesisStreamingDestinationOutput(
-            KinesisDataStreamDestinations=stream_destinations, TableName=table_name
+            KinesisDataStreamDestinations=stream_destinations,
+            TableName=table_name,
+        )
+
+    def update_kinesis_streaming_destination(
+        self,
+        context: RequestContext,
+        table_name: TableArn,
+        stream_arn: StreamArn,
+        update_kinesis_streaming_configuration: UpdateKinesisStreamingConfiguration | None = None,
+        **kwargs,
+    ) -> UpdateKinesisStreamingDestinationOutput:
+        self.ensure_table_exists(context.account_id, context.region, table_name)
+
+        if not update_kinesis_streaming_configuration:
+            raise ValidationException(
+                "Streaming destination cannot be updated with given parameters: "
+                "UpdateKinesisStreamingConfiguration cannot be null or contain only null values"
+            )
+
+        time_precision = update_kinesis_streaming_configuration.get(
+            "ApproximateCreationDateTimePrecision"
+        )
+        if time_precision not in (
+            ApproximateCreationDateTimePrecision.MILLISECOND,
+            ApproximateCreationDateTimePrecision.MICROSECOND,
+        ):
+            raise ValidationException(
+                f"1 validation error detected: Value '{time_precision}' at "
+                "'updateKinesisStreamingConfiguration.approximateCreationDateTimePrecision' failed to satisfy constraint: "
+                "Member must satisfy enum value set: [MILLISECOND, MICROSECOND]"
+            )
+
+        store = get_store(context.account_id, context.region)
+
+        table_def = store.table_definitions.get(table_name) or {}
+        table_def.setdefault("KinesisDataStreamDestinations", [])
+
+        table_id = table_def["TableId"]
+
+        destination = None
+        for stream in table_def["KinesisDataStreamDestinations"]:
+            if stream["StreamArn"] == stream_arn:
+                destination = stream
+
+        if destination is None:
+            raise ValidationException(
+                "Table is not in a valid state to enable Kinesis Streaming Destination: "
+                f"No streaming destination with streamArn: {stream_arn} found for table with tableName: {table_name}"
+            )
+
+        if (
+            existing_precision := destination["ApproximateCreationDateTimePrecision"]
+        ) == update_kinesis_streaming_configuration["ApproximateCreationDateTimePrecision"]:
+            raise ValidationException(
+                f"Invalid Request: Precision is already set to the desired value of {existing_precision} "
+                f"for tableId: {table_id}, kdsArn: {stream_arn}"
+            )
+
+        destination["ApproximateCreationDateTimePrecision"] = time_precision
+
+        return UpdateKinesisStreamingDestinationOutput(
+            TableName=table_name,
+            StreamArn=stream_arn,
+            DestinationStatus=DestinationStatus.UPDATING,
+            UpdateKinesisStreamingConfiguration=UpdateKinesisStreamingConfiguration(
+                ApproximateCreationDateTimePrecision=time_precision,
+            ),
         )
 
     #
@@ -1275,7 +1368,12 @@ def table_exists(account_id: str, region_name: str, table_name: str) -> bool:
         return dynamodb_table_exists(table_name, client)
 
     @staticmethod
-    def ensure_table_exists(account_id: str, region_name: str, table_name: str):
+    def ensure_table_exists(
+        account_id: str,
+        region_name: str,
+        table_name: str,
+        error_message: str = "Cannot do operations on a non-existent table",
+    ):
         """
         Raise ResourceNotFoundException if the given table does not exist.
 
@@ -1285,7 +1383,7 @@ def ensure_table_exists(account_id: str, region_name: str, table_name: str):
         :raise: ResourceNotFoundException if table does not exist in DynamoDB Local
         """
         if not DynamoDBProvider.table_exists(account_id, region_name, table_name):
-            raise ResourceNotFoundException("Cannot do operations on a non-existent table")
+            raise ResourceNotFoundException(error_message)
 
     @staticmethod
     def get_global_table_region(context: RequestContext, table_name: str) -> str:
diff --git a/tests/aws/services/dynamodb/test_dynamodb.py b/tests/aws/services/dynamodb/test_dynamodb.py
index 2c0ab3e50b42f..c81e04e1c9b69 100644
--- a/tests/aws/services/dynamodb/test_dynamodb.py
+++ b/tests/aws/services/dynamodb/test_dynamodb.py
@@ -26,6 +26,7 @@
 from localstack.testing.pytest import markers
 from localstack.utils import testutil
 from localstack.utils.aws import arns, queries, resources
+from localstack.utils.aws.arns import kinesis_stream_arn
 from localstack.utils.aws.resources import create_dynamodb_table
 from localstack.utils.common import json_safe, long_uid, retry, short_uid
 from localstack.utils.sync import poll_condition, wait_until
@@ -906,6 +907,144 @@ def _get_records_amount(record_amount: int):
         retry(lambda: _get_records_amount(6), sleep=1, retries=3)
         snapshot.match("get-records", {"Records": records})
 
+    @markers.aws.validated
+    def test_kinesis_streaming_destination_crud(
+        self,
+        aws_client,
+        dynamodb_create_table,
+        kinesis_create_stream,
+        snapshot,
+        account_id,
+        region_name,
+    ):
+        snapshot.add_transformers_list(
+            [
+                snapshot.transform.key_value("TableName"),
+                snapshot.transform.key_value("StreamArn"),
+            ]
+        )
+
+        table_name = f"table-{short_uid()}"
+
+        dynamodb_create_table(
+            table_name=table_name,
+            partition_key=PARTITION_KEY,
+        )
+
+        # Transform table ID which appears in some error messages
+        table_id = aws_client.dynamodb.describe_table(TableName=table_name)["Table"]["TableId"]
+        snapshot.add_transformer(snapshot.transform.regex(table_id, "<table-id>"))
+
+        stream_name = kinesis_create_stream()
+        stream_arn = aws_client.kinesis.describe_stream(StreamName=stream_name)[
+            "StreamDescription"
+        ]["StreamARN"]
+
+        # EnableKinesisStreamingDestination: Invalid table must raise
+        with pytest.raises(ClientError) as exc:
+            aws_client.dynamodb.enable_kinesis_streaming_destination(
+                TableName="bad-table",
+                StreamArn=stream_arn,
+            )
+        snapshot.match("enable-bad-table", exc.value.response)
+
+        # EnableKinesisStreamingDestination: Happy path
+        response = aws_client.dynamodb.enable_kinesis_streaming_destination(
+            TableName=table_name,
+            StreamArn=stream_arn,
+        )
+        snapshot.match("enable", response)
+
+        def _is_stream_active():
+            assert (
+                aws_client.dynamodb.describe_kinesis_streaming_destination(TableName=table_name)[
+                    "KinesisDataStreamDestinations"
+                ][0]["DestinationStatus"]
+                == "ACTIVE"
+            )
+
+        retry(_is_stream_active, retries=90, sleep=3)
+
+        # DescribeKinesisStreamingDestination: Happy path
+        response = aws_client.dynamodb.describe_kinesis_streaming_destination(
+            TableName=table_name,
+        )
+        snapshot.match("describe", response)
+
+        # UpdateKinesisStreamingDestination: Missing params
+        with pytest.raises(ClientError) as exc:
+            aws_client.dynamodb.update_kinesis_streaming_destination(
+                TableName=table_name,
+                StreamArn=stream_arn,
+            )
+        snapshot.match("update-missing-params", exc.value.response)
+
+        # UpdateKinesisStreamingDestination: Bad precision
+        with pytest.raises(ClientError) as exc:
+            aws_client.dynamodb.update_kinesis_streaming_destination(
+                TableName=table_name,
+                StreamArn=stream_arn,
+                UpdateKinesisStreamingConfiguration={
+                    "ApproximateCreationDateTimePrecision": "SECOND",
+                },
+            )
+        snapshot.match("update-bad-precision", exc.value.response)
+
+        # UpdateKinesisStreamingDestination: Bad stream ARN
+        with pytest.raises(ClientError) as exc:
+            aws_client.dynamodb.update_kinesis_streaming_destination(
+                TableName=table_name,
+                StreamArn=kinesis_stream_arn("bad-stream", account_id, region_name),
+                UpdateKinesisStreamingConfiguration={
+                    "ApproximateCreationDateTimePrecision": "MICROSECOND",
+                },
+            )
+        snapshot.match("update-bad-stream-arn", exc.value.response)
+
+        response = aws_client.dynamodb.update_kinesis_streaming_destination(
+            TableName=table_name,
+            StreamArn=stream_arn,
+            UpdateKinesisStreamingConfiguration={
+                "ApproximateCreationDateTimePrecision": "MICROSECOND",
+            },
+        )
+        snapshot.match("update", response)
+
+        retry(_is_stream_active, retries=90, sleep=3)
+
+        # TODO: Describe... after Update...
+
+        # UpdateKinesisStreamingDestination: Ensure not idempotent
+        with pytest.raises(ClientError) as exc:
+            aws_client.dynamodb.update_kinesis_streaming_destination(
+                TableName=table_name,
+                StreamArn=stream_arn,
+                UpdateKinesisStreamingConfiguration={
+                    "ApproximateCreationDateTimePrecision": "MICROSECOND",
+                },
+            )
+        snapshot.match("update-no-idempotency", exc.value.response)
+
+        # DisableKinesisStreamingDestination: Invalid table must raise
+        with pytest.raises(ClientError) as exc:
+            aws_client.dynamodb.disable_kinesis_streaming_destination(
+                TableName="bad-table",
+                StreamArn=stream_arn,
+            )
+        snapshot.match("disable-bad-table", exc.value.response)
+
+        # TODO: DisableKinesisStreamingDestination: Invoking before stream is ACTIVE must raise
+        # TODO: DisableKinesisStreamingDestination: Bad stream must raise
+
+        # DisableKinesisStreamingDestination: Happy path
+        response = aws_client.dynamodb.disable_kinesis_streaming_destination(
+            TableName=table_name,
+            StreamArn=stream_arn,
+        )
+        snapshot.match("disable", response)
+
+        # TODO: Describe... after Disable...
+
     @markers.aws.only_localstack
     @pytest.mark.skipif(
         condition=not is_aws_cloud() and config.DDB_STREAMS_PROVIDER_V2,
diff --git a/tests/aws/services/dynamodb/test_dynamodb.snapshot.json b/tests/aws/services/dynamodb/test_dynamodb.snapshot.json
index 4842ef3f2406b..0906a5c394a25 100644
--- a/tests/aws/services/dynamodb/test_dynamodb.snapshot.json
+++ b/tests/aws/services/dynamodb/test_dynamodb.snapshot.json
@@ -1759,5 +1759,116 @@
         }
       }
     }
+  },
+  "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_kinesis_streaming_destination_crud": {
+    "recorded-date": "23-07-2025, 13:31:04",
+    "recorded-content": {
+      "enable-bad-table": {
+        "Error": {
+          "Code": "ResourceNotFoundException",
+          "Message": "Requested resource not found: Table: bad-table not found"
+        },
+        "message": "Requested resource not found: Table: bad-table not found",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "enable": {
+        "DestinationStatus": "ENABLING",
+        "EnableKinesisStreamingConfiguration": {},
+        "StreamArn": "<stream-arn:1>",
+        "TableName": "<table-name:1>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe": {
+        "KinesisDataStreamDestinations": [
+          {
+            "DestinationStatus": "ACTIVE",
+            "StreamArn": "<stream-arn:1>"
+          }
+        ],
+        "TableName": "<table-name:1>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "update-missing-params": {
+        "Error": {
+          "Code": "ValidationException",
+          "Message": "Streaming destination cannot be updated with given parameters: UpdateKinesisStreamingConfiguration cannot be null or contain only null values"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "update-bad-precision": {
+        "Error": {
+          "Code": "ValidationException",
+          "Message": "1 validation error detected: Value 'SECOND' at 'updateKinesisStreamingConfiguration.approximateCreationDateTimePrecision' failed to satisfy constraint: Member must satisfy enum value set: [MILLISECOND, MICROSECOND]"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "update-bad-stream-arn": {
+        "Error": {
+          "Code": "ValidationException",
+          "Message": "Table is not in a valid state to enable Kinesis Streaming Destination: No streaming destination with streamArn: arn:<partition>:kinesis:<region>:111111111111:stream/bad-stream found for table with tableName: <table-name:1>"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "update": {
+        "DestinationStatus": "UPDATING",
+        "StreamArn": "<stream-arn:1>",
+        "TableName": "<table-name:1>",
+        "UpdateKinesisStreamingConfiguration": {
+          "ApproximateCreationDateTimePrecision": "MICROSECOND"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "update-no-idempotency": {
+        "Error": {
+          "Code": "ValidationException",
+          "Message": "Invalid Request: Precision is already set to the desired value of MICROSECOND for tableId: <table-id>, kdsArn: <stream-arn:1>"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "disable-bad-table": {
+        "Error": {
+          "Code": "ResourceNotFoundException",
+          "Message": "Requested resource not found: Table: bad-table not found"
+        },
+        "message": "Requested resource not found: Table: bad-table not found",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "disable": {
+        "DestinationStatus": "DISABLING",
+        "StreamArn": "<stream-arn:1>",
+        "TableName": "<table-name:1>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/dynamodb/test_dynamodb.validation.json b/tests/aws/services/dynamodb/test_dynamodb.validation.json
index 6a2220f1f2937..d06d442ccea4f 100644
--- a/tests/aws/services/dynamodb/test_dynamodb.validation.json
+++ b/tests/aws/services/dynamodb/test_dynamodb.validation.json
@@ -68,6 +68,15 @@
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_gsi_with_billing_mode[PROVISIONED]": {
     "last_validated_date": "2025-01-08T18:17:21+00:00"
   },
+  "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_kinesis_streaming_destination_crud": {
+    "last_validated_date": "2025-07-23T13:31:04+00:00",
+    "durations_in_seconds": {
+      "setup": 1.29,
+      "call": 238.19,
+      "teardown": 1.53,
+      "total": 241.01
+    }
+  },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_return_values_in_put_item": {
     "last_validated_date": "2023-08-23T14:32:21+00:00"
   },

From 0be7798916c770fc247f48ebe1f50c130c1acff8 Mon Sep 17 00:00:00 2001
From: Sannya Singal <32308435+sannya-singal@users.noreply.github.com>
Date: Mon, 28 Jul 2025 19:38:35 +0530
Subject: [PATCH 039/697] KMS: Add support for `RSA_AES_KEY_WRAP_SHA_256` in
 import key material (#12888)

---
 .../localstack/services/kms/provider.py       | 60 ++++++++++----
 tests/aws/services/kms/test_kms.py            | 72 ++++++++++++++++-
 tests/aws/services/kms/test_kms.snapshot.json | 81 +++++++++++++++++++
 .../aws/services/kms/test_kms.validation.json |  9 +++
 4 files changed, 206 insertions(+), 16 deletions(-)

diff --git a/localstack-core/localstack/services/kms/provider.py b/localstack-core/localstack/services/kms/provider.py
index 44b8ab941b6c6..b157480b0b11b 100644
--- a/localstack-core/localstack/services/kms/provider.py
+++ b/localstack-core/localstack/services/kms/provider.py
@@ -6,7 +6,8 @@
 from typing import Dict, Tuple
 
 from cryptography.exceptions import InvalidTag
-from cryptography.hazmat.primitives import hashes
+from cryptography.hazmat.backends import default_backend
+from cryptography.hazmat.primitives import hashes, keywrap
 from cryptography.hazmat.primitives.asymmetric import padding
 
 from localstack.aws.api import CommonServiceException, RequestContext, handler
@@ -1164,22 +1165,10 @@ def import_key_material(
             disabled_key_allowed=True,
         )
 
-        if import_state.wrapping_algo == AlgorithmSpec.RSAES_PKCS1_V1_5:
-            decrypt_padding = padding.PKCS1v15()
-        elif import_state.wrapping_algo == AlgorithmSpec.RSAES_OAEP_SHA_1:
-            decrypt_padding = padding.OAEP(padding.MGF1(hashes.SHA1()), hashes.SHA1(), None)
-        elif import_state.wrapping_algo == AlgorithmSpec.RSAES_OAEP_SHA_256:
-            decrypt_padding = padding.OAEP(padding.MGF1(hashes.SHA256()), hashes.SHA256(), None)
-        else:
-            raise KMSInvalidStateException(
-                f"Unsupported padding, requested wrapping algorithm:'{import_state.wrapping_algo}'"
-            )
-
         # TODO check if there was already a key imported for this kms key
         # if so, it has to be identical. We cannot change keys by reimporting after deletion/expiry
-        key_material = import_state.key.crypto_key.key.decrypt(
-            encrypted_key_material, decrypt_padding
-        )
+        key_material = self._decrypt_wrapped_key_material(import_state, encrypted_key_material)
+
         if expiration_model:
             key_to_import_material_to.metadata["ExpirationModel"] = expiration_model
         else:
@@ -1564,6 +1553,47 @@ def _validate_grant_request(self, data: Dict):
                     f" constraint: [Member must satisfy enum value set: {VALID_OPERATIONS}]"
                 )
 
+    def _decrypt_wrapped_key_material(
+        self,
+        import_state: KeyImportState,
+        encrypted_key_material: CiphertextType,
+    ) -> bytes:
+        algo = import_state.wrapping_algo
+        decrypt_key = import_state.key.crypto_key.key
+
+        match algo:
+            case AlgorithmSpec.RSAES_PKCS1_V1_5:
+                padding_scheme = padding.PKCS1v15()
+                return decrypt_key.decrypt(encrypted_key_material, padding_scheme)
+            case AlgorithmSpec.RSAES_OAEP_SHA_1:
+                padding_scheme = padding.OAEP(padding.MGF1(hashes.SHA1()), hashes.SHA1(), None)
+                return decrypt_key.decrypt(encrypted_key_material, padding_scheme)
+            case AlgorithmSpec.RSAES_OAEP_SHA_256:
+                padding_scheme = padding.OAEP(padding.MGF1(hashes.SHA256()), hashes.SHA256(), None)
+                return decrypt_key.decrypt(encrypted_key_material, padding_scheme)
+            case AlgorithmSpec.RSA_AES_KEY_WRAP_SHA_256:
+                rsa_key_size_bytes = decrypt_key.key_size // 8
+                wrapped_aes_key = encrypted_key_material[:rsa_key_size_bytes]
+                wrapped_key_material = encrypted_key_material[rsa_key_size_bytes:]
+
+                aes_key = decrypt_key.decrypt(
+                    wrapped_aes_key,
+                    padding.OAEP(
+                        mgf=padding.MGF1(algorithm=hashes.SHA256()),
+                        algorithm=hashes.SHA256(),
+                        label=None,
+                    ),
+                )
+
+                return keywrap.aes_key_unwrap_with_padding(
+                    aes_key, wrapped_key_material, default_backend()
+                )
+
+            case _:
+                raise KMSInvalidStateException(
+                    f"Unsupported padding, requested wrapping algorithm: '{algo}'"
+                )
+
     def _validate_plaintext_key_type_based(
         self,
         plaintext: PlaintextType,
diff --git a/tests/aws/services/kms/test_kms.py b/tests/aws/services/kms/test_kms.py
index 60cca3dd68165..51a9231f80acb 100644
--- a/tests/aws/services/kms/test_kms.py
+++ b/tests/aws/services/kms/test_kms.py
@@ -9,8 +9,10 @@
 import pytest
 from botocore.config import Config
 from botocore.exceptions import ClientError
+from cryptography.hazmat.backends import default_backend
 from cryptography.hazmat.primitives import hashes, hmac, serialization
-from cryptography.hazmat.primitives.asymmetric import ec, padding, utils
+from cryptography.hazmat.primitives.asymmetric import ec, padding, rsa, utils
+from cryptography.hazmat.primitives.keywrap import aes_key_wrap_with_padding
 from cryptography.hazmat.primitives.serialization import load_der_public_key
 
 from localstack.services.kms.models import (
@@ -1574,6 +1576,74 @@ def test_cant_delete_deleted_key(self, kms_create_key, aws_client):
             aws_client.kms.schedule_key_deletion(KeyId=key_id)
         e.match("KMSInvalidStateException")
 
+    @markers.aws.validated
+    def test_import_key_rsa_aes_wrap_sha256(self, kms_create_key, aws_client, snapshot):
+        key_id = kms_create_key(
+            Origin="EXTERNAL",
+            KeySpec="RSA_4096",
+            KeyUsage="ENCRYPT_DECRYPT",
+            Description="test-key",
+        )["KeyId"]
+
+        rsa_key = rsa.generate_private_key(public_exponent=65537, key_size=4096)
+        private_key_bytes = rsa_key.private_bytes(
+            encoding=serialization.Encoding.DER,
+            format=serialization.PrivateFormat.PKCS8,
+            encryption_algorithm=serialization.NoEncryption(),
+        )
+        public_key_bytes = rsa_key.public_key().public_bytes(
+            serialization.Encoding.DER,
+            serialization.PublicFormat.SubjectPublicKeyInfo,
+        )
+
+        # Wrap the Private Key with AES and RSA
+        aes_key = os.urandom(32)
+        encrypted_key_material = aes_key_wrap_with_padding(
+            aes_key, private_key_bytes, backend=default_backend()
+        )
+
+        params = aws_client.kms.get_parameters_for_import(
+            KeyId=key_id,
+            WrappingAlgorithm="RSA_AES_KEY_WRAP_SHA_256",
+            WrappingKeySpec="RSA_4096",
+        )
+        public_key = load_der_public_key(params["PublicKey"])
+
+        # Wrap AES key using RSA public key
+        wrapped_aes_key = public_key.encrypt(
+            aes_key,
+            padding.OAEP(
+                mgf=padding.MGF1(algorithm=hashes.SHA256()),
+                algorithm=hashes.SHA256(),
+                label=None,
+            ),
+        )
+
+        final_wrapped_blob = wrapped_aes_key + encrypted_key_material
+
+        # Describe key before import
+        describe_before_import = aws_client.kms.describe_key(KeyId=key_id)
+        snapshot.match("describe-before-import", describe_before_import)
+
+        aws_client.kms.import_key_material(
+            KeyId=key_id,
+            ImportToken=params["ImportToken"],
+            EncryptedKeyMaterial=final_wrapped_blob,
+            ExpirationModel="KEY_MATERIAL_DOES_NOT_EXPIRE",
+        )
+
+        # Describe key after import
+        describe_key_after_import = aws_client.kms.describe_key(KeyId=key_id)
+        snapshot.match("import-key-material-response", describe_key_after_import)
+
+        get_public_key_after_import = aws_client.kms.get_public_key(KeyId=key_id)
+
+        assert get_public_key_after_import["PublicKey"] == public_key_bytes
+
+        aws_client.kms.delete_imported_key_material(KeyId=key_id)
+        describe_key_after_deleted_import = aws_client.kms.describe_key(KeyId=key_id)
+        snapshot.match("describe-key-after-deleted-import", describe_key_after_deleted_import)
+
     @markers.aws.validated
     def test_hmac_create_key(self, kms_client_for_region, kms_create_key, snapshot, region_name):
         kms_client = kms_client_for_region(region_name)
diff --git a/tests/aws/services/kms/test_kms.snapshot.json b/tests/aws/services/kms/test_kms.snapshot.json
index 72378220bb80e..b771379892ace 100644
--- a/tests/aws/services/kms/test_kms.snapshot.json
+++ b/tests/aws/services/kms/test_kms.snapshot.json
@@ -2297,5 +2297,86 @@
         }
       }
     }
+  },
+  "tests/aws/services/kms/test_kms.py::TestKMS::test_import_key_rsa_aes_wrap_sha256": {
+    "recorded-date": "22-07-2025, 06:11:13",
+    "recorded-content": {
+      "describe-before-import": {
+        "KeyMetadata": {
+          "AWSAccountId": "111111111111",
+          "Arn": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1>",
+          "CreationDate": "datetime",
+          "CustomerMasterKeySpec": "RSA_4096",
+          "Description": "test-key",
+          "Enabled": false,
+          "EncryptionAlgorithms": [
+            "RSAES_OAEP_SHA_1",
+            "RSAES_OAEP_SHA_256"
+          ],
+          "KeyId": "<key-id:1>",
+          "KeyManager": "CUSTOMER",
+          "KeySpec": "RSA_4096",
+          "KeyState": "PendingImport",
+          "KeyUsage": "ENCRYPT_DECRYPT",
+          "MultiRegion": false,
+          "Origin": "EXTERNAL"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "import-key-material-response": {
+        "KeyMetadata": {
+          "AWSAccountId": "111111111111",
+          "Arn": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1>",
+          "CreationDate": "datetime",
+          "CustomerMasterKeySpec": "RSA_4096",
+          "Description": "test-key",
+          "Enabled": true,
+          "EncryptionAlgorithms": [
+            "RSAES_OAEP_SHA_1",
+            "RSAES_OAEP_SHA_256"
+          ],
+          "ExpirationModel": "KEY_MATERIAL_DOES_NOT_EXPIRE",
+          "KeyId": "<key-id:1>",
+          "KeyManager": "CUSTOMER",
+          "KeySpec": "RSA_4096",
+          "KeyState": "Enabled",
+          "KeyUsage": "ENCRYPT_DECRYPT",
+          "MultiRegion": false,
+          "Origin": "EXTERNAL"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-key-after-deleted-import": {
+        "KeyMetadata": {
+          "AWSAccountId": "111111111111",
+          "Arn": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1>",
+          "CreationDate": "datetime",
+          "CustomerMasterKeySpec": "RSA_4096",
+          "Description": "test-key",
+          "Enabled": false,
+          "EncryptionAlgorithms": [
+            "RSAES_OAEP_SHA_1",
+            "RSAES_OAEP_SHA_256"
+          ],
+          "KeyId": "<key-id:1>",
+          "KeyManager": "CUSTOMER",
+          "KeySpec": "RSA_4096",
+          "KeyState": "PendingImport",
+          "KeyUsage": "ENCRYPT_DECRYPT",
+          "MultiRegion": false,
+          "Origin": "EXTERNAL"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/kms/test_kms.validation.json b/tests/aws/services/kms/test_kms.validation.json
index 770c8e2e69935..7f7708a4186e6 100644
--- a/tests/aws/services/kms/test_kms.validation.json
+++ b/tests/aws/services/kms/test_kms.validation.json
@@ -152,6 +152,15 @@
   "tests/aws/services/kms/test_kms.py::TestKMS::test_import_key_asymmetric": {
     "last_validated_date": "2024-04-11T15:53:35+00:00"
   },
+  "tests/aws/services/kms/test_kms.py::TestKMS::test_import_key_rsa_aes_wrap_sha256": {
+    "last_validated_date": "2025-07-22T06:11:13+00:00",
+    "durations_in_seconds": {
+      "setup": 1.91,
+      "call": 4.8,
+      "teardown": 0.37,
+      "total": 7.08
+    }
+  },
   "tests/aws/services/kms/test_kms.py::TestKMS::test_import_key_symmetric": {
     "last_validated_date": "2024-04-11T15:53:31+00:00"
   },

From 48526869cb3bffdf6cd92da67539838b80ac5d19 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 29 Jul 2025 08:40:24 +0200
Subject: [PATCH 040/697] Bump python from `1390202` to `0ce7774` in the
 docker-base-images group (#12921)

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 Dockerfile    | 2 +-
 Dockerfile.s3 | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/Dockerfile b/Dockerfile
index 38174aff318ed..b178f39493e07 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,7 +1,7 @@
 #
 # base: Stage which installs necessary runtime dependencies (OS packages, etc.)
 #
-FROM python:3.11.13-slim-bookworm@sha256:139020233cc412efe4c8135b0efe1c7569dc8b28ddd88bddb109b764f8977e30 AS base
+FROM python:3.11.13-slim-bookworm@sha256:0ce77749ac83174a31d5e107ce0cfa6b28a2fd6b0615e029d9d84b39c48976ee AS base
 ARG TARGETARCH
 
 # Install runtime OS package dependencies
diff --git a/Dockerfile.s3 b/Dockerfile.s3
index 59c4ef1cc0706..a65f97110003d 100644
--- a/Dockerfile.s3
+++ b/Dockerfile.s3
@@ -1,5 +1,5 @@
 # base: Stage which installs necessary runtime dependencies (OS packages, filesystem...)
-FROM python:3.11.13-slim-bookworm@sha256:139020233cc412efe4c8135b0efe1c7569dc8b28ddd88bddb109b764f8977e30 AS base
+FROM python:3.11.13-slim-bookworm@sha256:0ce77749ac83174a31d5e107ce0cfa6b28a2fd6b0615e029d9d84b39c48976ee AS base
 ARG TARGETARCH
 
 # set workdir

From 6d0a8c75fc8ddc293f85d4870d368e6aaf1089cf Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Tue, 29 Jul 2025 08:41:59 +0200
Subject: [PATCH 041/697] Upgrade pinned Python dependencies (#12922)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
---
 .pre-commit-config.yaml       |  2 +-
 requirements-base-runtime.txt |  2 +-
 requirements-basic.txt        |  2 +-
 requirements-dev.txt          | 10 +++++-----
 requirements-runtime.txt      |  4 ++--
 requirements-test.txt         |  8 ++++----
 requirements-typehint.txt     | 26 +++++++++++++-------------
 7 files changed, 27 insertions(+), 27 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 7a23468144b10..d1ef378193e43 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -3,7 +3,7 @@
 repos:
   - repo: https://github.com/astral-sh/ruff-pre-commit
     # Ruff version.
-    rev: v0.12.4
+    rev: v0.12.5
     hooks:
       - id: ruff
         args: [--fix, --exit-non-zero-on-fix]
diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index 4d96dc33d6a28..875c67c598df3 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -162,7 +162,7 @@ requests-aws4auth==1.3.1
     # via localstack-core (pyproject.toml)
 rfc3339-validator==0.1.4
     # via openapi-schema-validator
-rich==14.0.0
+rich==14.1.0
     # via localstack-core (pyproject.toml)
 rolo==0.7.6
     # via localstack-core (pyproject.toml)
diff --git a/requirements-basic.txt b/requirements-basic.txt
index e670f920bf911..d2cb686754709 100644
--- a/requirements-basic.txt
+++ b/requirements-basic.txt
@@ -48,7 +48,7 @@ pyyaml==6.0.2
     # via localstack-core (pyproject.toml)
 requests==2.32.4
     # via localstack-core (pyproject.toml)
-rich==14.0.0
+rich==14.1.0
     # via localstack-core (pyproject.toml)
 semver==3.0.4
     # via localstack-core (pyproject.toml)
diff --git a/requirements-dev.txt b/requirements-dev.txt
index a548004ea02f6..42c519cd1d5c3 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -31,7 +31,7 @@ aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
 aws-cdk-cloud-assembly-schema==45.2.0
     # via aws-cdk-lib
-aws-cdk-lib==2.206.0
+aws-cdk-lib==2.207.0
     # via localstack-core
 aws-sam-translator==1.99.0
     # via
@@ -94,7 +94,7 @@ constantly==23.10.4
     # via localstack-twisted
 constructs==10.4.2
     # via aws-cdk-lib
-coverage==7.9.2
+coverage==7.10.1
     # via
     #   coveralls
     #   localstack-core
@@ -254,7 +254,7 @@ moto-ext==5.1.6.post2
     # via localstack-core
 mpmath==1.3.0
     # via sympy
-multipart==1.2.1
+multipart==1.3.0
     # via moto-ext
 mypy==1.17.0
     # via localstack-core (pyproject.toml)
@@ -419,7 +419,7 @@ responses==0.25.7
     # via moto-ext
 rfc3339-validator==0.1.4
     # via openapi-schema-validator
-rich==14.0.0
+rich==14.1.0
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
@@ -433,7 +433,7 @@ rsa==4.7.2
     # via awscli
 rstr==3.2.2
     # via localstack-core (pyproject.toml)
-ruff==0.12.4
+ruff==0.12.5
     # via localstack-core (pyproject.toml)
 s3transfer==0.13.1
     # via
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index 9f26a820c8d71..7f52985c6ea36 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -192,7 +192,7 @@ moto-ext==5.1.6.post2
     # via localstack-core (pyproject.toml)
 mpmath==1.3.0
     # via sympy
-multipart==1.2.1
+multipart==1.3.0
     # via moto-ext
 networkx==3.5
     # via cfn-lint
@@ -300,7 +300,7 @@ responses==0.25.7
     # via moto-ext
 rfc3339-validator==0.1.4
     # via openapi-schema-validator
-rich==14.0.0
+rich==14.1.0
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
diff --git a/requirements-test.txt b/requirements-test.txt
index ab44ea45cbb5b..0d047e7ee48a5 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -31,7 +31,7 @@ aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
 aws-cdk-cloud-assembly-schema==45.2.0
     # via aws-cdk-lib
-aws-cdk-lib==2.206.0
+aws-cdk-lib==2.207.0
     # via localstack-core (pyproject.toml)
 aws-sam-translator==1.99.0
     # via
@@ -92,7 +92,7 @@ constantly==23.10.4
     # via localstack-twisted
 constructs==10.4.2
     # via aws-cdk-lib
-coverage==7.9.2
+coverage==7.10.1
     # via localstack-core (pyproject.toml)
 crontab==1.0.5
     # via localstack-core
@@ -238,7 +238,7 @@ moto-ext==5.1.6.post2
     # via localstack-core
 mpmath==1.3.0
     # via sympy
-multipart==1.2.1
+multipart==1.3.0
     # via moto-ext
 networkx==3.5
     # via cfn-lint
@@ -379,7 +379,7 @@ responses==0.25.7
     # via moto-ext
 rfc3339-validator==0.1.4
     # via openapi-schema-validator
-rich==14.0.0
+rich==14.1.0
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index ddc988f73de11..f5143c6f9dd1b 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -31,7 +31,7 @@ aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
 aws-cdk-cloud-assembly-schema==45.2.0
     # via aws-cdk-lib
-aws-cdk-lib==2.206.0
+aws-cdk-lib==2.207.0
     # via localstack-core
 aws-sam-translator==1.99.0
     # via
@@ -49,7 +49,7 @@ boto3==1.39.14
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-boto3-stubs==1.39.10
+boto3-stubs==1.39.15
     # via localstack-core (pyproject.toml)
 botocore==1.39.14
     # via
@@ -98,7 +98,7 @@ constantly==23.10.4
     # via localstack-twisted
 constructs==10.4.2
     # via aws-cdk-lib
-coverage==7.9.2
+coverage==7.10.1
     # via
     #   coveralls
     #   localstack-core
@@ -258,7 +258,7 @@ moto-ext==5.1.6.post2
     # via localstack-core
 mpmath==1.3.0
     # via sympy
-multipart==1.2.1
+multipart==1.3.0
     # via moto-ext
 mypy==1.17.0
     # via localstack-core
@@ -324,9 +324,9 @@ mypy-boto3-dynamodb==1.39.0
     # via boto3-stubs
 mypy-boto3-dynamodbstreams==1.39.5
     # via boto3-stubs
-mypy-boto3-ec2==1.39.10
+mypy-boto3-ec2==1.39.14
     # via boto3-stubs
-mypy-boto3-ecr==1.39.0
+mypy-boto3-ecr==1.39.11
     # via boto3-stubs
 mypy-boto3-ecs==1.39.6
     # via boto3-stubs
@@ -340,7 +340,7 @@ mypy-boto3-elasticbeanstalk==1.39.0
     # via boto3-stubs
 mypy-boto3-elbv2==1.39.0
     # via boto3-stubs
-mypy-boto3-emr==1.39.0
+mypy-boto3-emr==1.39.11
     # via boto3-stubs
 mypy-boto3-emr-serverless==1.39.0
     # via boto3-stubs
@@ -354,7 +354,7 @@ mypy-boto3-fis==1.39.0
     # via boto3-stubs
 mypy-boto3-glacier==1.39.0
     # via boto3-stubs
-mypy-boto3-glue==1.39.7
+mypy-boto3-glue==1.39.12
     # via boto3-stubs
 mypy-boto3-iam==1.39.0
     # via boto3-stubs
@@ -376,11 +376,11 @@ mypy-boto3-kinesisanalytics==1.39.0
     # via boto3-stubs
 mypy-boto3-kinesisanalyticsv2==1.39.0
     # via boto3-stubs
-mypy-boto3-kms==1.39.0
+mypy-boto3-kms==1.39.14
     # via boto3-stubs
 mypy-boto3-lakeformation==1.39.0
     # via boto3-stubs
-mypy-boto3-lambda==1.39.0
+mypy-boto3-lambda==1.39.11
     # via boto3-stubs
 mypy-boto3-logs==1.39.9
     # via boto3-stubs
@@ -446,7 +446,7 @@ mypy-boto3-sesv2==1.39.9
     # via boto3-stubs
 mypy-boto3-sns==1.39.0
     # via boto3-stubs
-mypy-boto3-sqs==1.39.0
+mypy-boto3-sqs==1.39.14
     # via boto3-stubs
 mypy-boto3-ssm==1.39.9
     # via boto3-stubs
@@ -629,7 +629,7 @@ responses==0.25.7
     # via moto-ext
 rfc3339-validator==0.1.4
     # via openapi-schema-validator
-rich==14.0.0
+rich==14.1.0
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
@@ -643,7 +643,7 @@ rsa==4.7.2
     # via awscli
 rstr==3.2.2
     # via localstack-core
-ruff==0.12.4
+ruff==0.12.5
     # via localstack-core
 s3transfer==0.13.1
     # via

From 7ebcdac193c2407f7f5318621b243e29b4bd4878 Mon Sep 17 00:00:00 2001
From: Alex Rashed <2796604+alexrashed@users.noreply.github.com>
Date: Tue, 29 Jul 2025 14:14:38 +0200
Subject: [PATCH 042/697] fix coveralls upload (#12923)

---
 .github/workflows/aws-main.yml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/.github/workflows/aws-main.yml b/.github/workflows/aws-main.yml
index 6335578d72609..5ee9a0b850ac4 100644
--- a/.github/workflows/aws-main.yml
+++ b/.github/workflows/aws-main.yml
@@ -138,6 +138,7 @@ jobs:
         - name: Report coverage statistics
           env:
             COVERALLS_REPO_TOKEN: ${{ secrets.COVERALLS_REPO_TOKEN }}
+            GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
           run: |
             source .venv/bin/activate
             coverage report || true

From fb42a08e6e5f8c465f951ff5d58142cf58e1a782 Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Tue, 29 Jul 2025 14:39:35 +0100
Subject: [PATCH 043/697] CFNv2: Support stack sets (#12909)

---
 .../services/cloudformation/provider.py       |   3 +
 .../services/cloudformation/stores.py         |   2 +
 .../services/cloudformation/v2/entities.py    |  38 +++
 .../services/cloudformation/v2/provider.py    | 245 +++++++++++++++++-
 .../resources/test_stack_sets.py              |  47 +++-
 .../resources/test_stack_sets.snapshot.json   |  11 +
 .../resources/test_stack_sets.validation.json |  18 ++
 7 files changed, 360 insertions(+), 4 deletions(-)

diff --git a/localstack-core/localstack/services/cloudformation/provider.py b/localstack-core/localstack/services/cloudformation/provider.py
index 4d41a4576ae91..e9dc163b6fb0c 100644
--- a/localstack-core/localstack/services/cloudformation/provider.py
+++ b/localstack-core/localstack/services/cloudformation/provider.py
@@ -137,6 +137,9 @@
 ARN_STACK_REGEX = re.compile(
     r"arn:(aws|aws-us-gov|aws-cn):cloudformation:[-a-zA-Z0-9]+:\d{12}:stack/[a-zA-Z][-a-zA-Z0-9]*/[-a-zA-Z0-9:/._+]+"
 )
+ARN_STACK_SET_REGEX = re.compile(
+    r"arn:(aws|aws-us-gov|aws-cn):cloudformation:[-a-zA-Z0-9]+:\d{12}:stack-set/[a-zA-Z][-a-zA-Z0-9]*/[-a-zA-Z0-9:/._+]+"
+)
 
 
 def clone_stack_params(stack_params):
diff --git a/localstack-core/localstack/services/cloudformation/stores.py b/localstack-core/localstack/services/cloudformation/stores.py
index 7191f5491b4e1..01bcf61ebe14e 100644
--- a/localstack-core/localstack/services/cloudformation/stores.py
+++ b/localstack-core/localstack/services/cloudformation/stores.py
@@ -5,6 +5,7 @@
 from localstack.services.cloudformation.engine.entities import Stack, StackChangeSet, StackSet
 from localstack.services.cloudformation.v2.entities import ChangeSet as ChangeSetV2
 from localstack.services.cloudformation.v2.entities import Stack as StackV2
+from localstack.services.cloudformation.v2.entities import StackSet as StackSetV2
 from localstack.services.stores import AccountRegionBundle, BaseStore, LocalAttribute
 
 LOG = logging.getLogger(__name__)
@@ -19,6 +20,7 @@ class CloudFormationStore(BaseStore):
 
     # maps stack set ID to stack set details
     stack_sets: dict[str, StackSet] = LocalAttribute(default=dict)
+    stack_sets_v2: dict[str, StackSetV2] = LocalAttribute(default=dict)
 
     # maps macro ID to macros
     macros: dict[str, dict] = LocalAttribute(default=dict)
diff --git a/localstack-core/localstack/services/cloudformation/v2/entities.py b/localstack-core/localstack/services/cloudformation/v2/entities.py
index 0add53bfb5e84..2bb9a8199e2c5 100644
--- a/localstack-core/localstack/services/cloudformation/v2/entities.py
+++ b/localstack-core/localstack/services/cloudformation/v2/entities.py
@@ -8,6 +8,7 @@
     ChangeSetType,
     CreateChangeSetInput,
     CreateStackInput,
+    CreateStackSetInput,
     ExecutionStatus,
     Output,
     Parameter,
@@ -15,7 +16,11 @@
     StackDriftInformation,
     StackDriftStatus,
     StackEvent,
+    StackInstanceComprehensiveStatus,
+    StackInstanceDetailedStatus,
+    StackInstanceStatus,
     StackResource,
+    StackSetOperation,
     StackStatus,
     StackStatusReason,
 )
@@ -270,3 +275,36 @@ def account_id(self) -> str:
     @property
     def region_name(self) -> str:
         return self.stack.region_name
+
+
+class StackInstance:
+    def __init__(
+        self, account_id: str, region_name: str, stack_set_id: str, operation_id: str, stack_id: str
+    ):
+        self.account_id = account_id
+        self.region_name = region_name
+        self.stack_set_id = stack_set_id
+        self.operation_id = operation_id
+        self.stack_id = stack_id
+
+        self.status: StackInstanceStatus = StackInstanceStatus.CURRENT
+        self.stack_instance_status = StackInstanceComprehensiveStatus(
+            DetailedStatus=StackInstanceDetailedStatus.SUCCEEDED
+        )
+
+
+class StackSet:
+    stack_instances: list[StackInstance]
+    operations: dict[str, StackSetOperation]
+
+    def __init__(self, account_id: str, region_name: str, request_payload: CreateStackSetInput):
+        self.account_id = account_id
+        self.region_name = region_name
+
+        self.stack_set_name = request_payload["StackSetName"]
+        self.stack_set_id = f"{self.stack_set_name}:{long_uid()}"
+        self.template_body = request_payload.get("TemplateBody")
+        self.template_url = request_payload.get("TemplateURL")
+
+        self.stack_instances = []
+        self.operations = {}
diff --git a/localstack-core/localstack/services/cloudformation/v2/provider.py b/localstack-core/localstack/services/cloudformation/v2/provider.py
index 26f8974f557aa..3066a7fc45105 100644
--- a/localstack-core/localstack/services/cloudformation/v2/provider.py
+++ b/localstack-core/localstack/services/cloudformation/v2/provider.py
@@ -7,6 +7,7 @@
 
 from localstack.aws.api import RequestContext, handler
 from localstack.aws.api.cloudformation import (
+    CallAs,
     Changes,
     ChangeSetNameOrId,
     ChangeSetNotFoundException,
@@ -16,12 +17,20 @@
     CreateChangeSetInput,
     CreateChangeSetOutput,
     CreateStackInput,
+    CreateStackInstancesInput,
+    CreateStackInstancesOutput,
     CreateStackOutput,
+    CreateStackSetInput,
+    CreateStackSetOutput,
     DeleteChangeSetOutput,
+    DeleteStackInstancesInput,
+    DeleteStackInstancesOutput,
+    DeleteStackSetOutput,
     DeletionMode,
     DescribeChangeSetOutput,
     DescribeStackEventsOutput,
     DescribeStackResourcesOutput,
+    DescribeStackSetOperationOutput,
     DescribeStacksOutput,
     DisableRollback,
     EnableTerminationProtection,
@@ -44,6 +53,11 @@
     RollbackConfiguration,
     StackName,
     StackNameOrId,
+    StackSetName,
+    StackSetNotFoundException,
+    StackSetOperation,
+    StackSetOperationAction,
+    StackSetOperationStatus,
     StackStatus,
     StackStatusFilter,
     TemplateStage,
@@ -51,6 +65,7 @@
     UpdateStackOutput,
     UpdateTerminationProtectionOutput,
 )
+from localstack.aws.connect import connect_to
 from localstack.services.cloudformation import api_utils
 from localstack.services.cloudformation.engine import template_preparer
 from localstack.services.cloudformation.engine.v2.change_set_model import (
@@ -71,14 +86,16 @@
 from localstack.services.cloudformation.provider import (
     ARN_CHANGESET_REGEX,
     ARN_STACK_REGEX,
+    ARN_STACK_SET_REGEX,
     CloudformationProvider,
 )
 from localstack.services.cloudformation.stores import (
     CloudFormationStore,
     get_cloudformation_store,
 )
-from localstack.services.cloudformation.v2.entities import ChangeSet, Stack
+from localstack.services.cloudformation.v2.entities import ChangeSet, Stack, StackInstance, StackSet
 from localstack.utils.collections import select_attributes
+from localstack.utils.strings import short_uid
 from localstack.utils.threads import start_worker_thread
 
 LOG = logging.getLogger(__name__)
@@ -92,6 +109,10 @@ def is_changeset_arn(change_set_name_or_id: str) -> bool:
     return ARN_CHANGESET_REGEX.match(change_set_name_or_id) is not None
 
 
+def is_stack_set_arn(stack_set_name_or_id: str) -> bool:
+    return ARN_STACK_SET_REGEX.match(stack_set_name_or_id) is not None
+
+
 class StackNotFoundError(ValidationError):
     def __init__(self, stack_name_or_id: str):
         if is_stack_arn(stack_name_or_id):
@@ -100,6 +121,11 @@ def __init__(self, stack_name_or_id: str):
             super().__init__(f"Stack [{stack_name_or_id}] does not exist")
 
 
+class StackSetNotFoundError(StackSetNotFoundException):
+    def __init__(self, stack_set_name: str):
+        super().__init__(f"StackSet {stack_set_name} not found")
+
+
 def find_stack_v2(state: CloudFormationStore, stack_name: str | None) -> Stack | None:
     if stack_name:
         if is_stack_arn(stack_name):
@@ -138,6 +164,24 @@ def find_change_set_v2(
             raise ValueError("No stack name specified when finding change set")
 
 
+def find_stack_set_v2(state: CloudFormationStore, stack_set_name: str) -> StackSet | None:
+    if is_stack_set_arn(stack_set_name):
+        return state.stack_sets.get(stack_set_name)
+
+    for stack_set in state.stack_sets_v2.values():
+        if stack_set.stack_set_name == stack_set_name:
+            return stack_set
+
+    return None
+
+
+def find_stack_instance(stack_set: StackSet, account: str, region: str) -> StackInstance | None:
+    for instance in stack_set.stack_instances:
+        if instance.account_id == account and instance.region_name == region:
+            return instance
+    return None
+
+
 class CloudformationProviderV2(CloudformationProvider):
     @staticmethod
     def _setup_change_set_model(
@@ -596,6 +640,16 @@ def _run(*args):
 
         return CreateStackOutput(StackId=stack.stack_id)
 
+    @handler("CreateStackSet", expand=False)
+    def create_stack_set(
+        self, context: RequestContext, request: CreateStackSetInput
+    ) -> CreateStackSetOutput:
+        state = get_cloudformation_store(context.account_id, context.region)
+        stack_set = StackSet(context.account_id, context.region, request)
+        state.stack_sets_v2[stack_set.stack_set_id] = stack_set
+
+        return CreateStackSetOutput(StackSetId=stack_set.stack_set_id)
+
     @handler("DescribeStacks")
     def describe_stacks(
         self,
@@ -667,6 +721,195 @@ def describe_stack_resources(
                 statuses.append(status)
         return DescribeStackResourcesOutput(StackResources=statuses)
 
+    @handler("CreateStackInstances", expand=False)
+    def create_stack_instances(
+        self,
+        context: RequestContext,
+        request: CreateStackInstancesInput,
+    ) -> CreateStackInstancesOutput:
+        state = get_cloudformation_store(context.account_id, context.region)
+
+        stack_set_name = request["StackSetName"]
+        stack_set = find_stack_set_v2(state, stack_set_name)
+        if not stack_set:
+            raise StackSetNotFoundError(stack_set_name)
+
+        op_id = request.get("OperationId") or short_uid()
+        accounts = request["Accounts"]
+        regions = request["Regions"]
+
+        stacks_to_await = []
+        for account in accounts:
+            for region in regions:
+                # deploy new stack
+                LOG.debug(
+                    'Deploying instance for stack set "%s" in account: %s region %s',
+                    stack_set_name,
+                    account,
+                    region,
+                )
+                cf_client = connect_to(aws_access_key_id=account, region_name=region).cloudformation
+                if stack_set.template_body:
+                    kwargs = {
+                        "TemplateBody": stack_set.template_body,
+                    }
+                elif stack_set.template_url:
+                    kwargs = {
+                        "TemplateURL": stack_set.template_url,
+                    }
+                else:
+                    # TODO: wording
+                    raise ValueError("Neither StackSet Template URL nor TemplateBody provided")
+                stack_name = f"sset-{stack_set_name}-{account}-{region}"
+
+                # skip creation of existing stacks
+                if find_stack_v2(state, stack_name):
+                    continue
+
+                result = cf_client.create_stack(StackName=stack_name, **kwargs)
+                # store stack instance
+                stack_instance = StackInstance(
+                    account_id=account,
+                    region_name=region,
+                    stack_set_id=stack_set.stack_set_id,
+                    operation_id=op_id,
+                    stack_id=result["StackId"],
+                )
+                stack_set.stack_instances.append(stack_instance)
+
+                stacks_to_await.append((stack_name, account, region))
+
+        # wait for completion of stack
+        for stack_name, account_id, region_name in stacks_to_await:
+            client = connect_to(
+                aws_access_key_id=account_id, region_name=region_name
+            ).cloudformation
+            client.get_waiter("stack_create_complete").wait(StackName=stack_name)
+
+        # record operation
+        operation = StackSetOperation(
+            OperationId=op_id,
+            StackSetId=stack_set.stack_set_id,
+            Action=StackSetOperationAction.CREATE,
+            Status=StackSetOperationStatus.SUCCEEDED,
+        )
+        stack_set.operations[op_id] = operation
+
+        return CreateStackInstancesOutput(OperationId=op_id)
+
+    @handler("DescribeStackSetOperation")
+    def describe_stack_set_operation(
+        self,
+        context: RequestContext,
+        stack_set_name: StackSetName,
+        operation_id: ClientRequestToken,
+        call_as: CallAs = None,
+        **kwargs,
+    ) -> DescribeStackSetOperationOutput:
+        state = get_cloudformation_store(context.account_id, context.region)
+        stack_set = find_stack_set_v2(state, stack_set_name)
+        if not stack_set:
+            raise StackSetNotFoundError(stack_set_name)
+
+        result = stack_set.operations.get(operation_id)
+        if not result:
+            LOG.debug(
+                'Unable to find operation ID "%s" for stack set "%s" in list: %s',
+                operation_id,
+                stack_set_name,
+                list(stack_set.operations.keys()),
+            )
+            # TODO: proper exception
+            raise ValueError(
+                f'Unable to find operation ID "{operation_id}" for stack set "{stack_set_name}"'
+            )
+
+        return DescribeStackSetOperationOutput(StackSetOperation=result)
+
+    @handler("DeleteStackInstances", expand=False)
+    def delete_stack_instances(
+        self,
+        context: RequestContext,
+        request: DeleteStackInstancesInput,
+    ) -> DeleteStackInstancesOutput:
+        state = get_cloudformation_store(context.account_id, context.region)
+
+        stack_set_name = request["StackSetName"]
+        stack_set = find_stack_set_v2(state, stack_set_name)
+        if not stack_set:
+            raise StackSetNotFoundError(stack_set_name)
+
+        op_id = request.get("OperationId") or short_uid()
+
+        accounts = request["Accounts"]
+        regions = request["Regions"]
+
+        operations_to_await = []
+        for account in accounts:
+            for region in regions:
+                cf_client = connect_to(aws_access_key_id=account, region_name=region).cloudformation
+                instance = find_stack_instance(stack_set, account, region)
+
+                # TODO: check parity with AWS
+                # TODO: delete stack instance?
+                if not instance:
+                    continue
+
+                cf_client.delete_stack(StackName=instance.stack_id)
+                operations_to_await.append(instance)
+
+        for instance in operations_to_await:
+            cf_client = connect_to(
+                aws_access_key_id=instance.account_id, region_name=instance.region_name
+            ).cloudformation
+            cf_client.get_waiter("stack_delete_complete").wait(StackName=instance.stack_id)
+            stack_set.stack_instances.remove(instance)
+
+        # record operation
+        operation = StackSetOperation(
+            OperationId=op_id,
+            StackSetId=stack_set.stack_set_id,
+            Action=StackSetOperationAction.DELETE,
+            Status=StackSetOperationStatus.SUCCEEDED,
+        )
+        stack_set.operations[op_id] = operation
+
+        return DeleteStackInstancesOutput(OperationId=op_id)
+
+    @handler("DeleteStackSet")
+    def delete_stack_set(
+        self,
+        context: RequestContext,
+        stack_set_name: StackSetName,
+        call_as: CallAs = None,
+        **kwargs,
+    ) -> DeleteStackSetOutput:
+        state = get_cloudformation_store(context.account_id, context.region)
+        stack_set = find_stack_set_v2(state, stack_set_name)
+        if not stack_set:
+            # operation is idempotent
+            return DeleteStackSetOutput()
+
+        # clean up any left-over instances
+        operations_to_await = []
+        for instance in stack_set.stack_instances:
+            cf_client = connect_to(
+                aws_access_key_id=instance.account_id, region_name=instance.region_name
+            ).cloudformation
+            cf_client.delete_stack(StackName=instance.stack_id)
+            operations_to_await.append(instance)
+
+        for instance in operations_to_await:
+            cf_client = connect_to(
+                aws_access_key_id=instance.account_id, region_name=instance.region_name
+            ).cloudformation
+            cf_client.get_waiter("stack_delete_complete").wait(StackName=instance.stack_id)
+            stack_set.stack_instances.remove(instance)
+
+        state.stack_sets_v2.pop(stack_set.stack_set_id)
+
+        return DeleteStackSetOutput()
+
     @handler("DescribeStackEvents")
     def describe_stack_events(
         self,
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_stack_sets.py b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_stack_sets.py
index bae95c05ec516..9d85f36aba3d2 100644
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_stack_sets.py
+++ b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_stack_sets.py
@@ -1,12 +1,14 @@
 import os
 
 import pytest
+from botocore.exceptions import ClientError
 
 from localstack.services.cloudformation.v2.utils import is_v2_engine
 from localstack.testing.aws.util import is_aws_cloud
+from localstack.testing.config import SECONDARY_TEST_AWS_ACCOUNT_ID, SECONDARY_TEST_AWS_REGION_NAME
 from localstack.testing.pytest import markers
 from localstack.utils.files import load_file
-from localstack.utils.strings import short_uid
+from localstack.utils.strings import long_uid, short_uid
 from localstack.utils.sync import wait_until
 
 pytestmark = pytest.mark.skipif(
@@ -30,8 +32,7 @@ def _operation_is_ready():
     return waiter
 
 
-@pytest.mark.skip("CFNV2:StackSets")
-@markers.aws.validated
+@markers.aws.manual_setup_required
 def test_create_stack_set_with_stack_instances(
     account_id,
     region_name,
@@ -39,6 +40,7 @@ def test_create_stack_set_with_stack_instances(
     snapshot,
     wait_stack_set_operation,
 ):
+    """ "Account <...> should have 'AWSCloudFormationStackSetAdministrationRole' role with trust relationship to CloudFormation service."""
     snapshot.add_transformer(snapshot.transform.key_value("StackSetId", "stack-set-id"))
 
     stack_set_name = f"StackSet-{short_uid()}"
@@ -85,3 +87,42 @@ def test_create_stack_set_with_stack_instances(
     wait_stack_set_operation(stack_set_name, delete_instances_result["OperationId"])
 
     aws_client.cloudformation.delete_stack_set(StackSetName=stack_set_name)
+
+
+@markers.aws.validated
+def test_delete_nonexistent_stack_set(aws_client, snapshot):
+    # idempotent
+    aws_client.cloudformation.delete_stack_set(
+        StackSetName="non-existent-stack-set-id",
+    )
+
+    bad_stack_set_id = f"foo:{long_uid()}"
+    snapshot.add_transformer(snapshot.transform.regex(bad_stack_set_id, "<stack-id>"))
+
+    aws_client.cloudformation.delete_stack_set(
+        StackSetName=bad_stack_set_id,
+    )
+
+
+@markers.aws.validated
+def test_fetch_non_existent_stack_set_instances(aws_client, snapshot):
+    with pytest.raises(ClientError) as e:
+        aws_client.cloudformation.create_stack_instances(
+            StackSetName="non-existent-stack-set-id",
+            Accounts=[SECONDARY_TEST_AWS_ACCOUNT_ID],
+            Regions=[SECONDARY_TEST_AWS_REGION_NAME],
+        )
+
+    snapshot.match("non-existent-stack-set-name", e.value)
+
+    bad_stack_set_id = f"foo:{long_uid()}"
+    snapshot.add_transformer(snapshot.transform.regex(bad_stack_set_id, "<stack-id>"))
+
+    with pytest.raises(ClientError) as e:
+        aws_client.cloudformation.create_stack_instances(
+            StackSetName=bad_stack_set_id,
+            Accounts=[SECONDARY_TEST_AWS_ACCOUNT_ID],
+            Regions=[SECONDARY_TEST_AWS_REGION_NAME],
+        )
+
+    snapshot.match("non-existent-stack-set-id", e.value)
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_stack_sets.snapshot.json b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_stack_sets.snapshot.json
index ef518e6eb430c..9ce96422b848a 100644
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_stack_sets.snapshot.json
+++ b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_stack_sets.snapshot.json
@@ -17,5 +17,16 @@
         }
       }
     }
+  },
+  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_stack_sets.py::test_fetch_non_existent_stack_set_instances": {
+    "recorded-date": "25-07-2025, 14:15:09",
+    "recorded-content": {
+      "non-existent-stack-set-name": "An error occurred (StackSetNotFoundException) when calling the CreateStackInstances operation: StackSet non-existent-stack-set-id not found",
+      "non-existent-stack-set-id": "An error occurred (StackSetNotFoundException) when calling the CreateStackInstances operation: StackSet <stack-id> not found"
+    }
+  },
+  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_stack_sets.py::test_delete_nonexistent_stack_set": {
+    "recorded-date": "25-07-2025, 14:57:22",
+    "recorded-content": {}
   }
 }
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_stack_sets.validation.json b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_stack_sets.validation.json
index 157a4655b2589..80af31738711a 100644
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_stack_sets.validation.json
+++ b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_stack_sets.validation.json
@@ -1,5 +1,23 @@
 {
   "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_stack_sets.py::test_create_stack_set_with_stack_instances": {
     "last_validated_date": "2023-05-24T13:32:47+00:00"
+  },
+  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_stack_sets.py::test_delete_nonexistent_stack_set": {
+    "last_validated_date": "2025-07-25T14:57:22+00:00",
+    "durations_in_seconds": {
+      "setup": 1.04,
+      "call": 0.34,
+      "teardown": 0.0,
+      "total": 1.38
+    }
+  },
+  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_stack_sets.py::test_fetch_non_existent_stack_set_instances": {
+    "last_validated_date": "2025-07-25T14:15:09+00:00",
+    "durations_in_seconds": {
+      "setup": 1.7,
+      "call": 0.6,
+      "teardown": 0.0,
+      "total": 2.3
+    }
   }
 }

From 52c267f7beea84d57f1de7253f7e1cb117fa5f94 Mon Sep 17 00:00:00 2001
From: Alex Rashed <2796604+alexrashed@users.noreply.github.com>
Date: Tue, 29 Jul 2025 17:33:36 +0200
Subject: [PATCH 044/697] avoid coverage reporting when only executing test
 subset (#12924)

---
 .github/workflows/aws-main.yml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/.github/workflows/aws-main.yml b/.github/workflows/aws-main.yml
index 5ee9a0b850ac4..1185ce5249d1d 100644
--- a/.github/workflows/aws-main.yml
+++ b/.github/workflows/aws-main.yml
@@ -96,6 +96,7 @@ jobs:
     runs-on: ubuntu-latest
     needs:
       - test
+    if: ${{ inputs.onlyAcceptanceTests == false && inputs.enableTestSelection == false }}
     steps:
         - name: Checkout
           uses: actions/checkout@v4

From 553576842d8089bc402cf9817c3b4af255b6ef3c Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Tue, 29 Jul 2025 17:20:57 +0100
Subject: [PATCH 045/697] CFNv2: implement describe-stack-resource (#12912)

---
 .github/workflows/tests-pro-integration.yml   |  2 +-
 .../engine/v2/change_set_model_executor.py    | 30 ++++---
 .../engine/v2/change_set_model_validator.py   | 53 ++++++++++++
 .../services/cloudformation/v2/entities.py    |  4 +
 .../services/cloudformation/v2/provider.py    | 81 ++++++++++++++++++-
 .../resource_providers/aws_sqs_queuepolicy.py |  4 +-
 .../v2/ported_from_v1/api/test_resources.py   | 52 ++++++++++++
 .../api/test_resources.snapshot.json          | 20 +++++
 .../api/test_resources.validation.json        | 29 +++++++
 .../v2/ported_from_v1/api/test_stacks.py      | 13 ++-
 .../api/test_stacks.snapshot.json             |  6 ++
 .../api/test_stacks.validation.json           |  9 +++
 .../v2/ported_from_v1/resources/test_cdk.py   |  1 -
 .../v2/ported_from_v1/resources/test_ec2.py   |  1 -
 .../ported_from_v1/resources/test_events.py   |  1 -
 .../ported_from_v1/resources/test_lambda.py   |  4 -
 16 files changed, 283 insertions(+), 27 deletions(-)
 create mode 100644 localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_validator.py
 create mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/api/test_resources.py
 create mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/api/test_resources.snapshot.json
 create mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/api/test_resources.validation.json

diff --git a/.github/workflows/tests-pro-integration.yml b/.github/workflows/tests-pro-integration.yml
index 92e8eb09e8d57..d97f74beab71c 100644
--- a/.github/workflows/tests-pro-integration.yml
+++ b/.github/workflows/tests-pro-integration.yml
@@ -339,7 +339,7 @@ jobs:
           AWS_DEFAULT_REGION: "us-east-1"
           JUNIT_REPORTS_FILE: "pytest-junit-community-${{ matrix.group }}.xml"
           TEST_PATH: "../../localstack/tests/aws/"  # TODO: run tests in tests/integration
-          PYTEST_ARGS: "${{ env.TINYBIRD_PYTEST_ARGS }}${{ env.TESTSELECTION_PYTEST_ARGS }}--splits ${{ strategy.job-total }} --group ${{ matrix.group }} --durations-path ../../localstack/.test_durations --store-durations"
+          PYTEST_ARGS: "${{ env.TINYBIRD_PYTEST_ARGS }}${{ env.TESTSELECTION_PYTEST_ARGS }}--splits ${{ strategy.job-total }} --group ${{ matrix.group }} --durations-path ../../localstack/.test_durations --store-durations --ignore ../../localstack/tests/aws/services/cloudformation/v2"
         working-directory: localstack-pro
         run: |
           # Remove the host tmp folder (might contain remnant files with different permissions)
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py
index 8cab080b0d984..77105d6273d01 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py
@@ -2,6 +2,7 @@
 import logging
 import uuid
 from dataclasses import dataclass
+from datetime import datetime, timezone
 from typing import Final, Optional
 
 from localstack import config
@@ -36,7 +37,7 @@
     ResourceProviderExecutor,
     ResourceProviderPayload,
 )
-from localstack.services.cloudformation.v2.entities import ChangeSet
+from localstack.services.cloudformation.v2.entities import ChangeSet, ResolvedResource
 
 LOG = logging.getLogger(__name__)
 
@@ -45,14 +46,14 @@
 
 @dataclass
 class ChangeSetModelExecutorResult:
-    resources: dict
+    resources: dict[str, ResolvedResource]
     parameters: dict
     outputs: dict
 
 
 class ChangeSetModelExecutor(ChangeSetModelPreproc):
     # TODO: add typing for resolved resources and parameters.
-    resources: Final[dict]
+    resources: Final[dict[str, ResolvedResource]]
     outputs: Final[dict]
     resolved_parameters: Final[dict]
 
@@ -409,7 +410,6 @@ def _execute_resource_action(
                 message=f"Resource type {resource_type} not supported",
             )
 
-        self.resources.setdefault(logical_resource_id, {"Properties": {}})
         match event.status:
             case OperationStatus.SUCCESS:
                 # merge the resources state with the external state
@@ -422,18 +422,24 @@ def _execute_resource_action(
                 # TODO: avoid the use of setdefault (debuggability/readability)
                 # TODO: review the use of merge
 
-                self.resources[logical_resource_id]["Properties"].update(event.resource_model)
-                self.resources[logical_resource_id].update(extra_resource_properties)
-                # XXX for legacy delete_stack compatibility
-                self.resources[logical_resource_id]["LogicalResourceId"] = logical_resource_id
-                self.resources[logical_resource_id]["Type"] = resource_type
-
+                status_from_action = EventOperationFromAction[action.value]
                 physical_resource_id = (
-                    self._get_physical_id(logical_resource_id)
+                    extra_resource_properties["PhysicalResourceId"]
                     if resource_provider
                     else MOCKED_REFERENCE
                 )
-                self.resources[logical_resource_id]["PhysicalResourceId"] = physical_resource_id
+                resolved_resource = ResolvedResource(
+                    Properties=event.resource_model,
+                    LogicalResourceId=logical_resource_id,
+                    Type=resource_type,
+                    LastUpdatedTimestamp=datetime.now(timezone.utc),
+                    ResourceStatus=ResourceStatus(f"{status_from_action}_COMPLETE"),
+                    PhysicalResourceId=physical_resource_id,
+                )
+                # TODO: do we actually need this line?
+                resolved_resource.update(extra_resource_properties)
+
+                self.resources[logical_resource_id] = resolved_resource
 
             case OperationStatus.FAILED:
                 reason = event.message
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_validator.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_validator.py
new file mode 100644
index 0000000000000..8176733b44667
--- /dev/null
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_validator.py
@@ -0,0 +1,53 @@
+import re
+
+from localstack.services.cloudformation.engine.v2.change_set_model import (
+    NodeParameters,
+    NodeResource,
+    NodeTemplate,
+    is_nothing,
+)
+from localstack.services.cloudformation.engine.v2.change_set_model_preproc import (
+    PreprocEntityDelta,
+)
+from localstack.services.cloudformation.engine.v2.change_set_model_visitor import (
+    ChangeSetModelVisitor,
+)
+from localstack.services.cloudformation.engine.validations import ValidationError
+from localstack.services.cloudformation.v2.entities import ChangeSet
+
+VALID_LOGICAL_RESOURCE_ID_RE = re.compile(r"^[A-Za-z0-9]+$")
+
+
+class ChangeSetModelValidator(ChangeSetModelVisitor):
+    def __init__(self, change_set: ChangeSet):
+        self._change_set = change_set
+
+    def validate(self):
+        self.visit(self._change_set.update_model.node_template)
+
+    def visit_node_template(self, node_template: NodeTemplate):
+        self.visit(node_template.parameters)
+        self.visit(node_template.resources)
+
+    def visit_node_parameters(self, node_parameters: NodeParameters) -> PreprocEntityDelta:
+        # check that all parameters have values
+        invalid_parameters = []
+        for node_parameter in node_parameters.parameters:
+            self.visit(node_parameter)
+            if is_nothing(node_parameter.default_value.value) and is_nothing(
+                node_parameter.dynamic_value.value
+            ):
+                invalid_parameters.append(node_parameter.name)
+
+        if invalid_parameters:
+            raise ValidationError(f"Parameters: [{','.join(invalid_parameters)}] must have values")
+
+        # continue visiting
+        return super().visit_node_parameters(node_parameters)
+
+    def visit_node_resource(self, node_resource: NodeResource) -> PreprocEntityDelta:
+        if not VALID_LOGICAL_RESOURCE_ID_RE.match(node_resource.name):
+            raise ValidationError(
+                f"Template format error: Resource name {node_resource.name} is non alphanumeric."
+            )
+        return super().visit_node_resource(node_resource)
diff --git a/localstack-core/localstack/services/cloudformation/v2/entities.py b/localstack-core/localstack/services/cloudformation/v2/entities.py
index 2bb9a8199e2c5..2c6cb12e082be 100644
--- a/localstack-core/localstack/services/cloudformation/v2/entities.py
+++ b/localstack-core/localstack/services/cloudformation/v2/entities.py
@@ -39,8 +39,12 @@
 
 
 class ResolvedResource(TypedDict):
+    LogicalResourceId: str
     Type: str
     Properties: dict
+    ResourceStatus: ResourceStatus
+    PhysicalResourceId: str | None
+    LastUpdatedTimestamp: datetime | None
 
 
 class Stack:
diff --git a/localstack-core/localstack/services/cloudformation/v2/provider.py b/localstack-core/localstack/services/cloudformation/v2/provider.py
index 3066a7fc45105..ce59205461547 100644
--- a/localstack-core/localstack/services/cloudformation/v2/provider.py
+++ b/localstack-core/localstack/services/cloudformation/v2/provider.py
@@ -29,6 +29,7 @@
     DeletionMode,
     DescribeChangeSetOutput,
     DescribeStackEventsOutput,
+    DescribeStackResourceOutput,
     DescribeStackResourcesOutput,
     DescribeStackSetOperationOutput,
     DescribeStacksOutput,
@@ -42,6 +43,7 @@
     IncludePropertyValues,
     InsufficientCapabilitiesException,
     InvalidChangeSetStatusException,
+    ListStackResourcesOutput,
     ListStacksOutput,
     LogicalResourceId,
     NextToken,
@@ -53,6 +55,8 @@
     RollbackConfiguration,
     StackName,
     StackNameOrId,
+    StackResourceDetail,
+    StackResourceSummary,
     StackSetName,
     StackSetNotFoundException,
     StackSetOperation,
@@ -82,6 +86,9 @@
 from localstack.services.cloudformation.engine.v2.change_set_model_transform import (
     ChangeSetModelTransform,
 )
+from localstack.services.cloudformation.engine.v2.change_set_model_validator import (
+    ChangeSetModelValidator,
+)
 from localstack.services.cloudformation.engine.validations import ValidationError
 from localstack.services.cloudformation.provider import (
     ARN_CHANGESET_REGEX,
@@ -114,11 +121,14 @@ def is_stack_set_arn(stack_set_name_or_id: str) -> bool:
 
 
 class StackNotFoundError(ValidationError):
-    def __init__(self, stack_name_or_id: str):
-        if is_stack_arn(stack_name_or_id):
-            super().__init__(f"Stack with id {stack_name_or_id} does not exist")
+    def __init__(self, stack_name_or_id: str, message_override: str | None = None):
+        if message_override:
+            super().__init__(message_override)
         else:
-            super().__init__(f"Stack [{stack_name_or_id}] does not exist")
+            if is_stack_arn(stack_name_or_id):
+                super().__init__(f"Stack with id {stack_name_or_id} does not exist")
+            else:
+                super().__init__(f"Stack [{stack_name_or_id}] does not exist")
 
 
 class StackSetNotFoundError(StackSetNotFoundException):
@@ -234,6 +244,13 @@ def _setup_change_set_model(
         # the transformations.
         update_model.before_runtime_cache.update(raw_update_model.before_runtime_cache)
         update_model.after_runtime_cache.update(raw_update_model.after_runtime_cache)
+
+        # perform validations
+        validator = ChangeSetModelValidator(
+            change_set=change_set,
+        )
+        validator.validate()
+
         change_set.set_update_model(update_model)
         change_set.stack.processed_template = transformed_after_template
 
@@ -697,6 +714,62 @@ def list_stacks(
         stacks = [select_attributes(stack, attrs) for stack in stacks]
         return ListStacksOutput(StackSummaries=stacks)
 
+    @handler("ListStackResources")
+    def list_stack_resources(
+        self, context: RequestContext, stack_name: StackName, next_token: NextToken = None, **kwargs
+    ) -> ListStackResourcesOutput:
+        result = self.describe_stack_resources(context, stack_name)
+
+        resources = []
+        for resource in result.get("StackResources", []):
+            resources.append(
+                StackResourceSummary(
+                    LogicalResourceId=resource["LogicalResourceId"],
+                    PhysicalResourceId=resource["PhysicalResourceId"],
+                    ResourceType=resource["ResourceType"],
+                    LastUpdatedTimestamp=resource["Timestamp"],
+                    ResourceStatus=resource["ResourceStatus"],
+                    ResourceStatusReason=resource.get("ResourceStatusReason"),
+                    DriftInformation=resource.get("DriftInformation"),
+                    ModuleInfo=resource.get("ModuleInfo"),
+                )
+            )
+
+        return ListStackResourcesOutput(StackResourceSummaries=resources)
+
+    @handler("DescribeStackResource")
+    def describe_stack_resource(
+        self,
+        context: RequestContext,
+        stack_name: StackName,
+        logical_resource_id: LogicalResourceId,
+        **kwargs,
+    ) -> DescribeStackResourceOutput:
+        state = get_cloudformation_store(context.account_id, context.region)
+        stack = find_stack_v2(state, stack_name)
+        if not stack:
+            raise StackNotFoundError(
+                stack_name, message_override=f"Stack '{stack_name}' does not exist"
+            )
+
+        try:
+            resource = stack.resolved_resources[logical_resource_id]
+        except KeyError:
+            raise ValidationError(
+                f"Resource {logical_resource_id} does not exist for stack {stack_name}"
+            )
+
+        resource_detail = StackResourceDetail(
+            StackName=stack.stack_name,
+            StackId=stack.stack_id,
+            LogicalResourceId=logical_resource_id,
+            PhysicalResourceId=resource["PhysicalResourceId"],
+            ResourceType=resource["Type"],
+            LastUpdatedTimestamp=resource["LastUpdatedTimestamp"],
+            ResourceStatus=resource["ResourceStatus"],
+        )
+        return DescribeStackResourceOutput(StackResourceDetail=resource_detail)
+
     @handler("DescribeStackResources")
     def describe_stack_resources(
         self,
diff --git a/localstack-core/localstack/services/sqs/resource_providers/aws_sqs_queuepolicy.py b/localstack-core/localstack/services/sqs/resource_providers/aws_sqs_queuepolicy.py
index cc7bdecfa9254..40dd99191b659 100644
--- a/localstack-core/localstack/services/sqs/resource_providers/aws_sqs_queuepolicy.py
+++ b/localstack-core/localstack/services/sqs/resource_providers/aws_sqs_queuepolicy.py
@@ -104,7 +104,9 @@ def update(
             policy = json.dumps(model["PolicyDocument"])
             sqs.set_queue_attributes(QueueUrl=queue, Attributes={"Policy": policy})
 
+        model["Id"] = request.previous_state["Id"]
+
         return ProgressEvent(
             status=OperationStatus.SUCCESS,
-            resource_model=request.desired_state,
+            resource_model=model,
         )
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_resources.py b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_resources.py
new file mode 100644
index 0000000000000..ee6f8e960568a
--- /dev/null
+++ b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_resources.py
@@ -0,0 +1,52 @@
+import json
+import os
+
+import pytest
+from botocore.exceptions import ClientError
+
+from localstack.testing.pytest import markers
+
+
+@markers.aws.validated
+def test_describe_non_existent_stack(aws_client, deploy_cfn_template, snapshot):
+    with pytest.raises(ClientError) as err:
+        aws_client.cloudformation.describe_stack_resource(
+            StackName="not-a-valid-stack", LogicalResourceId="not-a-valid-resource"
+        )
+
+    snapshot.match("error", err.value)
+
+
+@markers.aws.validated
+def test_describe_non_existent_resource(aws_client, deploy_cfn_template, snapshot):
+    template_path = os.path.join(
+        os.path.dirname(__file__), "../../../../../templates/ssm_parameter_defaultname.yaml"
+    )
+    stack = deploy_cfn_template(template_path=template_path, parameters={"Input": "myvalue"})
+    snapshot.add_transformer(snapshot.transform.regex(stack.stack_id, "<stack-id>"))
+
+    with pytest.raises(ClientError) as err:
+        aws_client.cloudformation.describe_stack_resource(
+            StackName=stack.stack_id, LogicalResourceId="not-a-valid-resource"
+        )
+
+    snapshot.match("error", err.value)
+
+
+@markers.aws.validated
+def test_invalid_logical_resource_id(deploy_cfn_template, snapshot):
+    template = {
+        "Resources": {
+            "my-bad-resource-id": {
+                "Type": "AWS::SSM::Parameter",
+                "Properties": {
+                    "Type": "String",
+                    "Value": "Foo",
+                },
+            }
+        }
+    }
+    with pytest.raises(ClientError) as err:
+        deploy_cfn_template(template=json.dumps(template))
+
+    snapshot.match("error", err.value)
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_resources.snapshot.json b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_resources.snapshot.json
new file mode 100644
index 0000000000000..6c6ec67947625
--- /dev/null
+++ b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_resources.snapshot.json
@@ -0,0 +1,20 @@
+{
+  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_resources.py::test_describe_non_existent_resource": {
+    "recorded-date": "25-07-2025, 22:01:35",
+    "recorded-content": {
+      "error": "An error occurred (ValidationError) when calling the DescribeStackResource operation: Resource not-a-valid-resource does not exist for stack <stack-id>"
+    }
+  },
+  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_resources.py::test_describe_non_existent_stack": {
+    "recorded-date": "25-07-2025, 22:02:38",
+    "recorded-content": {
+      "error": "An error occurred (ValidationError) when calling the DescribeStackResource operation: Stack 'not-a-valid-stack' does not exist"
+    }
+  },
+  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_resources.py::test_invalid_logical_resource_id": {
+    "recorded-date": "25-07-2025, 22:21:31",
+    "recorded-content": {
+      "error": "An error occurred (ValidationError) when calling the CreateChangeSet operation: Template format error: Resource name my-bad-resource-id is non alphanumeric."
+    }
+  }
+}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_resources.validation.json b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_resources.validation.json
new file mode 100644
index 0000000000000..4bd2c1ca3dd99
--- /dev/null
+++ b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_resources.validation.json
@@ -0,0 +1,29 @@
+{
+  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_resources.py::test_describe_non_existent_resource": {
+    "last_validated_date": "2025-07-25T22:01:40+00:00",
+    "durations_in_seconds": {
+      "setup": 1.11,
+      "call": 10.33,
+      "teardown": 4.37,
+      "total": 15.81
+    }
+  },
+  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_resources.py::test_describe_non_existent_stack": {
+    "last_validated_date": "2025-07-25T22:02:38+00:00",
+    "durations_in_seconds": {
+      "setup": 1.04,
+      "call": 0.2,
+      "teardown": 0.0,
+      "total": 1.24
+    }
+  },
+  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_resources.py::test_invalid_logical_resource_id": {
+    "last_validated_date": "2025-07-25T22:21:31+00:00",
+    "durations_in_seconds": {
+      "setup": 1.31,
+      "call": 0.35,
+      "teardown": 0.0,
+      "total": 1.66
+    }
+  }
+}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py
index 05fad77292e8c..b65f0fae31ebe 100644
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py
+++ b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py
@@ -6,7 +6,7 @@
 import botocore.exceptions
 import pytest
 import yaml
-from botocore.exceptions import WaiterError
+from botocore.exceptions import ClientError, WaiterError
 from localstack_snapshot.snapshots.transformer import SortingTransformer
 
 from localstack.aws.api.cloudformation import Capability
@@ -1044,7 +1044,6 @@ def test_no_echo_parameter(snapshot, aws_client, deploy_cfn_template):
     snapshot.match("describe_updated_stacks_no_echo_false", describe_stacks)
 
 
-@pytest.mark.skip(reason="CFNV2:Validation")
 @markers.aws.validated
 def test_stack_resource_not_found(deploy_cfn_template, aws_client, snapshot):
     stack = deploy_cfn_template(
@@ -1061,3 +1060,13 @@ def test_stack_resource_not_found(deploy_cfn_template, aws_client, snapshot):
 
     snapshot.add_transformer(snapshot.transform.regex(stack.stack_name, "<stack-name>"))
     snapshot.match("Error", ex.value.response)
+
+
+@markers.aws.validated
+def test_no_parameters_given(aws_client, deploy_cfn_template, snapshot):
+    template_path = os.path.join(
+        os.path.dirname(__file__), "../../../../../templates/ssm_parameter_defaultname.yaml"
+    )
+    with pytest.raises(ClientError) as exc_info:
+        deploy_cfn_template(template_path=template_path)
+    snapshot.match("deploy-error", exc_info.value)
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.snapshot.json b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.snapshot.json
index 979af0c8a9573..63ac9b9c14b57 100644
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.snapshot.json
+++ b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.snapshot.json
@@ -2286,5 +2286,11 @@
         }
       }
     }
+  },
+  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py::test_no_parameters_given": {
+    "recorded-date": "25-07-2025, 15:34:21",
+    "recorded-content": {
+      "deploy-error": "An error occurred (ValidationError) when calling the CreateChangeSet operation: Parameters: [Input] must have values"
+    }
   }
 }
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.validation.json b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.validation.json
index 005063a3a34ee..fc5d362607d93 100644
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.validation.json
+++ b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.validation.json
@@ -62,6 +62,15 @@
   "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py::test_no_echo_parameter": {
     "last_validated_date": "2024-12-19T11:35:15+00:00"
   },
+  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py::test_no_parameters_given": {
+    "last_validated_date": "2025-07-25T15:34:21+00:00",
+    "durations_in_seconds": {
+      "setup": 1.24,
+      "call": 0.3,
+      "teardown": 0.0,
+      "total": 1.54
+    }
+  },
   "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py::test_stack_deploy_order2": {
     "last_validated_date": "2024-05-21T09:48:14+00:00"
   },
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_cdk.py b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_cdk.py
index 538013909d4ce..0140153b6dc89 100644
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_cdk.py
+++ b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_cdk.py
@@ -99,7 +99,6 @@ def clean_resources():
 
 
 class TestCdkSampleApp:
-    @pytest.mark.skip(reason="CFNV2:Describe")
     @markers.snapshot.skip_snapshot_verify(
         paths=[
             "$..Attributes.Policy.Statement..Condition",
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_ec2.py b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_ec2.py
index a31bf40d39240..8cecb1c3627a0 100644
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_ec2.py
+++ b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_ec2.py
@@ -128,7 +128,6 @@ def test_cfn_with_multiple_route_table_associations(deploy_cfn_template, aws_cli
     snapshot.add_transformer(snapshot.transform.key_value("VpcId"))
 
 
-@pytest.mark.skip(reason="CFNV2:Describe")
 @markers.aws.validated
 @markers.snapshot.skip_snapshot_verify(paths=["$..DriftInformation", "$..Metadata"])
 def test_internet_gateway_ref_and_attr(deploy_cfn_template, snapshot, aws_client):
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_events.py b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_events.py
index 17f1efcac75f8..571c6cdfb3f74 100644
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_events.py
+++ b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_events.py
@@ -47,7 +47,6 @@ def _assert(expected_len):
     _assert(0)
 
 
-@pytest.mark.skip(reason="CFNV2:Describe")
 @markers.aws.validated
 def test_eventbus_policies(deploy_cfn_template, aws_client):
     event_bus_name = f"event-bus-{short_uid()}"
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_lambda.py b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_lambda.py
index ce5570b67476e..2f5e2cd70ffd2 100644
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_lambda.py
+++ b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_lambda.py
@@ -157,7 +157,6 @@ def test_update_lambda_function_name(s3_create_bucket, deploy_cfn_template, aws_
     aws_client.lambda_.get_function(FunctionName=function_name_2)
 
 
-@pytest.mark.skip(reason="CFNV2:Describe")
 @markers.snapshot.skip_snapshot_verify(
     paths=[
         "$..Metadata",
@@ -728,7 +727,6 @@ def wait_logs():
 
         assert wait_until(wait_logs)
 
-    @pytest.mark.skip(reason="CFNV2:DescribeStackResources")
     @markers.snapshot.skip_snapshot_verify(
         paths=[
             # Lambda
@@ -887,7 +885,6 @@ def _send_events():
         sleep = 10 if os.getenv("TEST_TARGET") == "AWS_CLOUD" else 1
         assert wait_until(_send_events, wait=sleep, max_retries=50)
 
-    @pytest.mark.skip(reason="CFNV2:Describe")
     @markers.snapshot.skip_snapshot_verify(
         paths=[
             # Lambda
@@ -1025,7 +1022,6 @@ def wait_logs():
         with pytest.raises(aws_client.lambda_.exceptions.ResourceNotFoundException):
             aws_client.lambda_.get_event_source_mapping(UUID=esm_id)
 
-    @pytest.mark.skip(reason="CFNV2:Describe")
     @markers.snapshot.skip_snapshot_verify(
         paths=[
             "$..Role.Description",

From d76a01920ee097d1f35b52e5d84fb6848d295c09 Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Wed, 30 Jul 2025 09:02:38 +0100
Subject: [PATCH 046/697] pre-commit: validate json files on commit (#12925)

---
 .pre-commit-config.yaml | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index d1ef378193e43..99a259f1559d5 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -22,6 +22,8 @@ repos:
     hooks:
       - id: end-of-file-fixer
       - id: trailing-whitespace
+      - id: check-json
+        files: .*\.(snapshot|validation)\.json
 
   - repo: https://github.com/localstack/pre-commit-hooks
     rev: v1.2.1

From 8e93d8aeb2ed9deb36551e37a323fd7e5c031597 Mon Sep 17 00:00:00 2001
From: Giovanni Grano <me@giograno.com>
Date: Wed, 30 Jul 2025 12:41:58 +0200
Subject: [PATCH 047/697] Introduce jsonpickle serialization backend (#12875)

---
 localstack-core/localstack/config.py          |  5 ++
 localstack-core/localstack/state/pickle.py    | 69 ++++++++++++++++---
 .../localstack/testing/pytest/fixtures.py     |  6 ++
 pyproject.toml                                |  1 +
 requirements-base-runtime.txt                 |  2 +
 requirements-basic.txt                        |  2 +
 requirements-dev.txt                          |  4 ++
 requirements-runtime.txt                      |  4 ++
 requirements-test.txt                         |  4 ++
 requirements-typehint.txt                     |  4 ++
 tests/unit/state/test_pickle.py               |  2 +-
 11 files changed, 93 insertions(+), 10 deletions(-)

diff --git a/localstack-core/localstack/config.py b/localstack-core/localstack/config.py
index efbfbf83e6fd3..247e9ae26482f 100644
--- a/localstack-core/localstack/config.py
+++ b/localstack-core/localstack/config.py
@@ -1254,6 +1254,10 @@ def use_custom_dns():
 # This flag enables all responses from LocalStack to contain a `x-localstack` HTTP header.
 LOCALSTACK_RESPONSE_HEADER_ENABLED = is_env_not_false("LOCALSTACK_RESPONSE_HEADER_ENABLED")
 
+# Serialization backend for the LocalStack internal state (`dill` is used by default`).
+# `jsonpickle` enables the new experimental backend.
+STATE_SERIALIZATION_BACKEND = os.environ.get("STATE_SERIALIZATION_BACKEND", "").strip() or "dill"
+
 # List of environment variable names used for configuration that are passed from the host into the LocalStack container.
 # => Synchronize this list with the above and the configuration docs:
 # https://docs.localstack.cloud/references/configuration/
@@ -1390,6 +1394,7 @@ def use_custom_dns():
     "SQS_ENDPOINT_STRATEGY",
     "SQS_DISABLE_CLOUDWATCH_METRICS",
     "SQS_CLOUDWATCH_METRICS_REPORT_INTERVAL",
+    "STATE_SERIALIZATION_BACKEND",
     "STRICT_SERVICE_LOADING",
     "TF_COMPAT_MODE",
     "USE_SSL",
diff --git a/localstack-core/localstack/state/pickle.py b/localstack-core/localstack/state/pickle.py
index 1b4535a5f5ca3..f458149d49a4c 100644
--- a/localstack-core/localstack/state/pickle.py
+++ b/localstack-core/localstack/state/pickle.py
@@ -29,11 +29,14 @@ def _recreate(obj_type, obj_queue):
 """
 
 import inspect
-from typing import Any, BinaryIO, Callable, Generic, Type, TypeVar
+from typing import IO, Any, BinaryIO, Callable, Generic, Type, TypeVar
 
 import dill
+import jsonpickle
 from dill._dill import MetaCatchingDict
 
+from localstack import config
+
 from .core import Decoder, Encoder
 
 _T = TypeVar("_T")
@@ -136,42 +139,42 @@ def remove_dispatch_entry(cls: Type):
 
 def dumps(obj: Any) -> bytes:
     """
-    Pickle an object into bytes using a ``PickleEncoder``.
+    Pickle an object into bytes using a ``Encoder``.
 
     :param obj: the object to pickle
     :return: the pickled object
     """
-    return PickleEncoder().encodes(obj)
+    return get_default_encoder().encodes(obj)
 
 
 def dump(obj: Any, file: BinaryIO):
     """
-    Pickle an object into a buffer using a ``PickleEncoder``.
+    Pickle an object into a buffer using a ``Encoder``.
 
     :param obj: the object to pickle
     :param file: the IO buffer
     """
-    return PickleEncoder().encode(obj, file)
+    return get_default_encoder().encode(obj, file)
 
 
 def loads(data: bytes) -> Any:
     """
-    Unpickle am object from bytes using a ``PickleDecoder``.
+    Unpickle am object from bytes using a ``Decoder``.
 
     :param data: the pickled object
     :return: the unpickled object
     """
-    return PickleDecoder().decodes(data)
+    return get_default_decoder().decodes(data)
 
 
 def load(file: BinaryIO) -> Any:
     """
-    Unpickle am object from a buffer using a ``PickleDecoder``.
+    Unpickle am object from a buffer using a ``Decoder``.
 
     :param file: the buffer containing the pickled object
     :return: the unpickled object
     """
-    return PickleDecoder().decode(file)
+    return get_default_decoder().decode(file)
 
 
 class _SuperclassMatchingTypeDict(MetaCatchingDict):
@@ -255,6 +258,54 @@ def decode(self, file: BinaryIO) -> Any:
         return self.unpickler_class(file).load()
 
 
+class JsonEncoder(Encoder):
+    """
+    An Encoder that uses ``jsonpickle`` under the hood.
+    """
+
+    def __init__(self, pickler_class: Type[jsonpickle.Pickler] = None):
+        self.pickler_class = pickler_class or jsonpickle.Pickler()
+
+    def encode(self, obj: Any, file: IO[bytes]):
+        json_str = jsonpickle.encode(obj, context=self.pickler_class)
+        file.write(json_str.encode("utf-8"))
+
+
+class JsonDecoder(Decoder):
+    """
+    A Decoder that uses ``jsonpickle`` under the hood.
+    """
+
+    unpickler_class: Type[jsonpickle.Unpickler]
+
+    def __init__(self, unpickler_class: Type[jsonpickle.Unpickler] = None):
+        self.unpickler_class = unpickler_class or jsonpickle.Unpickler()
+
+    def decode(self, file: IO[bytes]) -> Any:
+        json_str = file.read().decode("utf-8")
+        return jsonpickle.decode(json_str, context=self.unpickler_class)
+
+
+def get_default_encoder() -> Encoder:
+    match config.STATE_SERIALIZATION_BACKEND:
+        case "jsonpickle":
+            return JsonEncoder()
+        case "dill":
+            return PickleEncoder()
+        case _:
+            return PickleEncoder()
+
+
+def get_default_decoder() -> Decoder:
+    match config.STATE_SERIALIZATION_BACKEND:
+        case "jsonpickle":
+            return JsonDecoder()
+        case "dill":
+            return PickleDecoder()
+        case _:
+            return PickleDecoder()
+
+
 class ObjectStateReducer(Generic[_T]):
     """
     A generalization of the following pattern::
diff --git a/localstack-core/localstack/testing/pytest/fixtures.py b/localstack-core/localstack/testing/pytest/fixtures.py
index 93f17e84ca7ef..f4433dc57899f 100644
--- a/localstack-core/localstack/testing/pytest/fixtures.py
+++ b/localstack-core/localstack/testing/pytest/fixtures.py
@@ -2616,3 +2616,9 @@ def _delete_log_group():
             call_safe(_delete_log_group)
 
     yield _clean_up
+
+
+@pytest.fixture(params=["dill", "jsonpickle"])
+def patch_default_encoder(request, monkeypatch):
+    backend = request.param
+    monkeypatch.setattr(config, "STATE_SERIALIZATION_BACKEND", backend)
diff --git a/pyproject.toml b/pyproject.toml
index 153ef2ed7d662..88d32dc65d889 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -17,6 +17,7 @@ dependencies = [
     "cachetools>=5.0",
     "cryptography",
     "dill==0.3.6",
+    "jsonpickle==4.1.1",
     "dnslib>=0.9.10",
     "dnspython>=1.16.0",
     "plux>=1.10",
diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index 875c67c598df3..8eeb89bb0a39b 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -77,6 +77,8 @@ jmespath==1.0.1
     #   botocore
 jsonpatch==1.33
     # via localstack-core (pyproject.toml)
+jsonpickle==4.1.1
+    # via localstack-core (pyproject.toml)
 jsonpointer==3.0.0
     # via jsonpatch
 jsonschema==4.25.0
diff --git a/requirements-basic.txt b/requirements-basic.txt
index d2cb686754709..8ffc71ee66cb7 100644
--- a/requirements-basic.txt
+++ b/requirements-basic.txt
@@ -26,6 +26,8 @@ dnspython==2.7.0
     # via localstack-core (pyproject.toml)
 idna==3.10
     # via requests
+jsonpickle==4.1.1
+    # via localstack-core (pyproject.toml)
 markdown-it-py==3.0.0
     # via rich
 mdurl==0.1.2
diff --git a/requirements-dev.txt b/requirements-dev.txt
index 42c519cd1d5c3..58633eccbd375 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -215,6 +215,10 @@ jsonpath-ng==1.7.0
     #   moto-ext
 jsonpath-rw==1.4.0
     # via localstack-core
+jsonpickle==4.1.1
+    # via
+    #   localstack-core
+    #   localstack-core (pyproject.toml)
 jsonpointer==3.0.0
     # via jsonpatch
 jsonschema==4.25.0
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index 7f52985c6ea36..7db6558c7d853 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -155,6 +155,10 @@ jsonpath-ng==1.7.0
     #   moto-ext
 jsonpath-rw==1.4.0
     # via localstack-core (pyproject.toml)
+jsonpickle==4.1.1
+    # via
+    #   localstack-core
+    #   localstack-core (pyproject.toml)
 jsonpointer==3.0.0
     # via jsonpatch
 jsonschema==4.25.0
diff --git a/requirements-test.txt b/requirements-test.txt
index 0d047e7ee48a5..1d71a474d0755 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -199,6 +199,10 @@ jsonpath-ng==1.7.0
     #   moto-ext
 jsonpath-rw==1.4.0
     # via localstack-core
+jsonpickle==4.1.1
+    # via
+    #   localstack-core
+    #   localstack-core (pyproject.toml)
 jsonpointer==3.0.0
     # via jsonpatch
 jsonschema==4.25.0
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index f5143c6f9dd1b..ae72dbd2be51c 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -219,6 +219,10 @@ jsonpath-ng==1.7.0
     #   moto-ext
 jsonpath-rw==1.4.0
     # via localstack-core
+jsonpickle==4.1.1
+    # via
+    #   localstack-core
+    #   localstack-core (pyproject.toml)
 jsonpointer==3.0.0
     # via jsonpatch
 jsonschema==4.25.0
diff --git a/tests/unit/state/test_pickle.py b/tests/unit/state/test_pickle.py
index 42167e936a13d..2ef2eaa424ccf 100644
--- a/tests/unit/state/test_pickle.py
+++ b/tests/unit/state/test_pickle.py
@@ -5,7 +5,7 @@
 from localstack.state import pickle
 
 
-def test_pickle_priority_queue():
+def test_pickle_priority_queue(patch_default_encoder):
     obj = PriorityQueue()
     obj.put(2)
     obj.put(1)

From 691b7773d865e0b14e2967716eb2ba9d1c324e2d Mon Sep 17 00:00:00 2001
From: Alex Rashed <2796604+alexrashed@users.noreply.github.com>
Date: Wed, 30 Jul 2025 13:38:52 +0200
Subject: [PATCH 048/697] remove copy-pasta in parity testing guide (#12929)

---
 docs/testing/parity-testing/README.md | 2 --
 1 file changed, 2 deletions(-)

diff --git a/docs/testing/parity-testing/README.md b/docs/testing/parity-testing/README.md
index 65e9588ce3a64..09efe8df4ffd5 100644
--- a/docs/testing/parity-testing/README.md
+++ b/docs/testing/parity-testing/README.md
@@ -1,5 +1,3 @@
-from conftest import aws_client
-
 # Parity Testing
 
 Parity tests (also called snapshot tests) are a special form of integration tests that should verify and improve the correctness of LocalStack compared to AWS.

From dfad92bae7917f081059c4c52a93e5ea12f7b3c0 Mon Sep 17 00:00:00 2001
From: Sannya Singal <32308435+sannya-singal@users.noreply.github.com>
Date: Wed, 30 Jul 2025 17:16:21 +0530
Subject: [PATCH 049/697] KMS: return `NotImplementedError` for rotation of
 imported keys (#12932)

---
 .../localstack/services/kms/provider.py        |  4 +---
 tests/aws/services/kms/test_kms.py             | 18 ++++++++++++++++++
 2 files changed, 19 insertions(+), 3 deletions(-)

diff --git a/localstack-core/localstack/services/kms/provider.py b/localstack-core/localstack/services/kms/provider.py
index b157480b0b11b..3f3cd7383374d 100644
--- a/localstack-core/localstack/services/kms/provider.py
+++ b/localstack-core/localstack/services/kms/provider.py
@@ -1408,9 +1408,7 @@ def rotate_key_on_demand(
         if key.metadata["KeySpec"] != KeySpec.SYMMETRIC_DEFAULT:
             raise UnsupportedOperationException()
         if key.metadata["Origin"] == OriginType.EXTERNAL:
-            raise UnsupportedOperationException(
-                f"{key.metadata['Arn']} origin is EXTERNAL which is not valid for this operation."
-            )
+            raise NotImplementedError("Rotation of imported keys is not supported yet.")
 
         key.rotate_key_on_demand()
 
diff --git a/tests/aws/services/kms/test_kms.py b/tests/aws/services/kms/test_kms.py
index 51a9231f80acb..87e9aa220206b 100644
--- a/tests/aws/services/kms/test_kms.py
+++ b/tests/aws/services/kms/test_kms.py
@@ -138,6 +138,21 @@ def test_create_key(
         assert f":{region_name}:" in response["Arn"]
         assert f":{account_id}:" in response["Arn"]
 
+    @markers.aws.only_localstack
+    def test_unsupported_rotate_key_on_demand_with_imported_key_material(
+        self, kms_create_key, aws_client, snapshot
+    ):
+        key_id = kms_create_key(Origin="EXTERNAL")["KeyId"]
+
+        with pytest.raises(ClientError) as e:
+            aws_client.kms.rotate_key_on_demand(KeyId=key_id)
+
+        assert e.value.response["ResponseMetadata"]["HTTPStatusCode"] == 501
+        assert (
+            e.value.response["Error"]["Message"]
+            == "Rotation of imported keys is not supported yet."
+        )
+
     @markers.aws.validated
     def test_tag_existing_key_and_untag(
         self, kms_client_for_region, kms_create_key, snapshot, region_name
@@ -1459,6 +1474,9 @@ def test_rotate_key_on_demand_raises_error_given_non_symmetric_key(
         snapshot.match("error-response", e.value.response)
 
     @markers.aws.validated
+    @pytest.mark.skip(
+        reason="This needs to be fixed as AWS introduced support for on demand rotation of imported keys."
+    )
     def test_rotate_key_on_demand_raises_error_given_key_with_imported_key_material(
         self, kms_create_key, aws_client, snapshot
     ):

From 476e7f3ff1ccfd82ba465bd3699470c76f33f327 Mon Sep 17 00:00:00 2001
From: Nikos <nikos.michas@localstack.cloud>
Date: Wed, 30 Jul 2025 15:15:49 +0300
Subject: [PATCH 050/697] SQS: Allow usage of message-group-id param when using
 a Fair Queue (#12930)

---
 .../localstack/services/sqs/constants.py      |   2 +-
 .../localstack/services/sqs/models.py         |   5 -
 .../localstack/services/sqs/provider.py       |  12 +-
 tests/aws/services/sqs/test_sqs.py            |  63 +++---
 tests/aws/services/sqs/test_sqs.snapshot.json | 183 +++++++++++++-----
 .../aws/services/sqs/test_sqs.validation.json |  83 +++++++-
 6 files changed, 250 insertions(+), 98 deletions(-)

diff --git a/localstack-core/localstack/services/sqs/constants.py b/localstack-core/localstack/services/sqs/constants.py
index 0cdc49b8eccdb..4741b1f706e37 100644
--- a/localstack-core/localstack/services/sqs/constants.py
+++ b/localstack-core/localstack/services/sqs/constants.py
@@ -9,7 +9,7 @@
 ATTR_NAME_CHAR_REGEX = "^[\u00c0-\u017fa-zA-Z0-9_.-]*$"
 ATTR_NAME_PREFIX_SUFFIX_REGEX = r"^(?!(aws\.|amazon\.|\.)).*(?<!\.)$"
 ATTR_TYPE_REGEX = "^(String|Number|Binary).*$"
-FIFO_MSG_REGEX = "^[0-9a-zA-z!\"#$%&'()*+,./:;<=>?@[\\]^_`{|}~-]*$"
+FIFO_MSG_REGEX = "^[0-9a-zA-z!\"#$%&'()*+,./:;<=>?@[\\]^_`{|}~-]{1,128}$"
 
 DEDUPLICATION_INTERVAL_IN_SEC = 5 * 60
 
diff --git a/localstack-core/localstack/services/sqs/models.py b/localstack-core/localstack/services/sqs/models.py
index 8e7352bd28172..02ef7bb0595e4 100644
--- a/localstack-core/localstack/services/sqs/models.py
+++ b/localstack-core/localstack/services/sqs/models.py
@@ -771,11 +771,6 @@ def put(
                 f"Value {message_deduplication_id} for parameter MessageDeduplicationId is invalid. Reason: The "
                 f"request includes a parameter that is not valid for this queue type."
             )
-        if isinstance(message_group_id, str):
-            raise InvalidParameterValueException(
-                f"Value {message_group_id} for parameter MessageGroupId is invalid. Reason: The request include "
-                f"parameter that is not valid for this queue type."
-            )
 
         standard_message = SqsMessage(time.time(), message)
 
diff --git a/localstack-core/localstack/services/sqs/provider.py b/localstack-core/localstack/services/sqs/provider.py
index 0dfcc41a047d2..d031b7d952490 100644
--- a/localstack-core/localstack/services/sqs/provider.py
+++ b/localstack-core/localstack/services/sqs/provider.py
@@ -621,17 +621,13 @@ def check_attributes(message_attributes: MessageBodyAttributeMap):
                 raise InvalidParameterValueException(e.args[0])
 
 
-def check_fifo_id(fifo_id, parameter):
-    if not fifo_id:
+def check_fifo_id(fifo_id: str | None, parameter: str):
+    if fifo_id is None:
         return
-    if len(fifo_id) > 128:
-        raise InvalidParameterValueException(
-            f"Value {fifo_id} for parameter {parameter} is invalid. Reason: {parameter} can only include alphanumeric and punctuation characters. 1 to 128 in length."
-        )
     if not re.match(sqs_constants.FIFO_MSG_REGEX, fifo_id):
         raise InvalidParameterValueException(
-            "Invalid characters found. Deduplication ID and group ID can only contain"
-            "alphanumeric characters as well as TODO"
+            f"Value {fifo_id} for parameter {parameter} is invalid. "
+            f"Reason: {parameter} can only include alphanumeric and punctuation characters. 1 to 128 in length."
         )
 
 
diff --git a/tests/aws/services/sqs/test_sqs.py b/tests/aws/services/sqs/test_sqs.py
index db4cf4180f6f3..48bbc031ffb2e 100644
--- a/tests/aws/services/sqs/test_sqs.py
+++ b/tests/aws/services/sqs/test_sqs.py
@@ -544,14 +544,22 @@ def test_send_message_batch_with_oversized_contents_with_updated_maximum_message
 
         snapshot.match("send_oversized_message_batch", response)
 
+    @pytest.mark.parametrize(
+        "message_group_id",
+        [
+            pytest.param("", id="empty"),
+            pytest.param("a" * 129, id="too_long"),
+            pytest.param("group 123", id="spaces"),
+        ],
+    )
     @markers.aws.validated
-    def test_send_message_to_standard_queue_with_empty_message_group_id(
-        self, sqs_create_queue, aws_client, snapshot
+    def test_send_message_to_standard_queue_with_invalid_message_group_id(
+        self, sqs_queue, aws_client, snapshot, message_group_id
     ):
-        queue = sqs_create_queue()
-
         with pytest.raises(ClientError) as e:
-            aws_client.sqs.send_message(QueueUrl=queue, MessageBody="message", MessageGroupId="")
+            aws_client.sqs.send_message(
+                QueueUrl=sqs_queue, MessageBody="message", MessageGroupId=message_group_id
+            )
         snapshot.match("error-response", e.value.response)
 
     @markers.aws.validated
@@ -786,9 +794,7 @@ def test_send_message_with_delay_0_works_for_fifo(self, sqs_create_queue, aws_sq
         assert message_sent_hash == message_received_hash
 
     @markers.aws.validated
-    @markers.snapshot.skip_snapshot_verify(paths=["$..Error.Detail"])
-    def test_message_deduplication_id_too_long(self, sqs_create_queue, aws_client, snapshot):
-        # see issue https://github.com/localstack/localstack/issues/6612
+    def test_message_deduplication_id_success(self, sqs_create_queue, aws_client, snapshot):
         queue_name = f"queue-{short_uid()}.fifo"
         attributes = {"FifoQueue": "true"}
         queue_url = sqs_create_queue(QueueName=queue_name, Attributes=attributes)
@@ -800,36 +806,28 @@ def test_message_deduplication_id_too_long(self, sqs_create_queue, aws_client, s
             MessageDeduplicationId="a" * 128,
         )
 
-        with pytest.raises(ClientError) as e:
-            aws_client.sqs.send_message(
-                QueueUrl=queue_url,
-                MessageBody="Hello World!",
-                MessageGroupId="test",
-                MessageDeduplicationId="a" * 129,
-            )
-        snapshot.match("error-response", e.value.response)
-
+    @pytest.mark.parametrize(
+        "deduplication_id",
+        [
+            pytest.param("", id="empty"),
+            pytest.param("a" * 129, id="too_long"),
+            pytest.param("group 123", id="spaces"),
+        ],
+    )
     @markers.aws.validated
-    @markers.snapshot.skip_snapshot_verify(paths=["$..Error.Detail"])
-    def test_message_group_id_too_long(self, sqs_create_queue, aws_client, snapshot):
-        # see issue https://github.com/localstack/localstack/issues/6612
+    def test_message_deduplication_id_invalid(
+        self, sqs_create_queue, aws_client, snapshot, deduplication_id
+    ):
         queue_name = f"queue-{short_uid()}.fifo"
         attributes = {"FifoQueue": "true"}
         queue_url = sqs_create_queue(QueueName=queue_name, Attributes=attributes)
 
-        aws_client.sqs.send_message(
-            QueueUrl=queue_url,
-            MessageBody="Hello World!",
-            MessageGroupId="a" * 128,
-            MessageDeduplicationId="1",
-        )
-
         with pytest.raises(ClientError) as e:
             aws_client.sqs.send_message(
                 QueueUrl=queue_url,
                 MessageBody="Hello World!",
-                MessageGroupId="a" * 129,
-                MessageDeduplicationId="2",
+                MessageGroupId="test",
+                MessageDeduplicationId=deduplication_id,
             )
         snapshot.match("error-response", e.value.response)
 
@@ -4741,6 +4739,13 @@ def test_non_existent_queue(self, aws_client, sqs_create_queue, sqs_queue_exists
             aws_client.sqs_query.get_queue_attributes(QueueUrl=queue_url)
         snapshot.match("queue-does-not-exist-query", e.value.response)
 
+    @markers.aws.validated
+    def test_fair_queue_with_message_group_id(self, sqs_queue, aws_sqs_client, snapshot):
+        send_result = aws_sqs_client.send_message(
+            QueueUrl=sqs_queue, MessageBody="message", MessageGroupId="test"
+        )
+        snapshot.match("send_message", send_result)
+
 
 @pytest.fixture()
 def sqs_http_client(aws_http_client_factory, region_name):
diff --git a/tests/aws/services/sqs/test_sqs.snapshot.json b/tests/aws/services/sqs/test_sqs.snapshot.json
index 744d4972c8d56..f98d9586d459b 100644
--- a/tests/aws/services/sqs/test_sqs.snapshot.json
+++ b/tests/aws/services/sqs/test_sqs.snapshot.json
@@ -279,40 +279,6 @@
       }
     }
   },
-  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_message_deduplication_id_too_long": {
-    "recorded-date": "30-04-2024, 13:35:34",
-    "recorded-content": {
-      "error-response": {
-        "Error": {
-          "Code": "InvalidParameterValue",
-          "Message": "Value aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa for parameter MessageDeduplicationId is invalid. Reason: MessageDeduplicationId can only include alphanumeric and punctuation characters. 1 to 128 in length.",
-          "QueryErrorCode": "InvalidParameterValueException",
-          "Type": "Sender"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 400
-        }
-      }
-    }
-  },
-  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_message_group_id_too_long": {
-    "recorded-date": "30-04-2024, 13:35:35",
-    "recorded-content": {
-      "error-response": {
-        "Error": {
-          "Code": "InvalidParameterValue",
-          "Message": "Value aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa for parameter MessageGroupId is invalid. Reason: MessageGroupId can only include alphanumeric and punctuation characters. 1 to 128 in length.",
-          "QueryErrorCode": "InvalidParameterValueException",
-          "Type": "Sender"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 400
-        }
-      }
-    }
-  },
   "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_create_queue_with_different_attributes_raises_exception[sqs]": {
     "recorded-date": "30-04-2024, 13:33:18",
     "recorded-content": {
@@ -974,23 +940,6 @@
       }
     }
   },
-  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_send_message_to_standard_queue_with_empty_message_group_id": {
-    "recorded-date": "08-11-2024, 12:04:39",
-    "recorded-content": {
-      "error-response": {
-        "Error": {
-          "Code": "InvalidParameterValue",
-          "Message": "Value  for parameter MessageGroupId is invalid. Reason: The request include parameter that is not valid for this queue type.",
-          "QueryErrorCode": "InvalidParameterValueException",
-          "Type": "Sender"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 400
-        }
-      }
-    }
-  },
   "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_send_batch_missing_message_group_id_for_fifo_queue[sqs_query]": {
     "recorded-date": "30-04-2024, 13:33:45",
     "recorded-content": {
@@ -4012,5 +3961,137 @@
         "ReceiptHandle": "<receipt-handle:1>"
       }
     }
+  },
+  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fair_queue_with_message_group_id[sqs]": {
+    "recorded-date": "30-07-2025, 09:52:06",
+    "recorded-content": {
+      "send_message": {
+        "MD5OfMessageBody": "78e731027d8fd50ed642340b7c9a63b3",
+        "MessageId": "<uuid:1>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fair_queue_with_message_group_id[sqs_query]": {
+    "recorded-date": "30-07-2025, 09:52:07",
+    "recorded-content": {
+      "send_message": {
+        "MD5OfMessageBody": "78e731027d8fd50ed642340b7c9a63b3",
+        "MessageId": "<uuid:1>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_send_message_to_standard_queue_with_invalid_message_group_id[empty]": {
+    "recorded-date": "30-07-2025, 10:01:38",
+    "recorded-content": {
+      "error-response": {
+        "Error": {
+          "Code": "InvalidParameterValue",
+          "Message": "Value  for parameter MessageGroupId is invalid. Reason: MessageGroupId can only include alphanumeric and punctuation characters. 1 to 128 in length.",
+          "QueryErrorCode": "InvalidParameterValueException",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_send_message_to_standard_queue_with_invalid_message_group_id[too_long]": {
+    "recorded-date": "30-07-2025, 10:01:39",
+    "recorded-content": {
+      "error-response": {
+        "Error": {
+          "Code": "InvalidParameterValue",
+          "Message": "Value aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa for parameter MessageGroupId is invalid. Reason: MessageGroupId can only include alphanumeric and punctuation characters. 1 to 128 in length.",
+          "QueryErrorCode": "InvalidParameterValueException",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_send_message_to_standard_queue_with_invalid_message_group_id[spaces]": {
+    "recorded-date": "30-07-2025, 10:01:39",
+    "recorded-content": {
+      "error-response": {
+        "Error": {
+          "Code": "InvalidParameterValue",
+          "Message": "Value group 123 for parameter MessageGroupId is invalid. Reason: MessageGroupId can only include alphanumeric and punctuation characters. 1 to 128 in length.",
+          "QueryErrorCode": "InvalidParameterValueException",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_message_deduplication_id_invalid[empty]": {
+    "recorded-date": "30-07-2025, 10:25:50",
+    "recorded-content": {
+      "error-response": {
+        "Error": {
+          "Code": "InvalidParameterValue",
+          "Message": "Value  for parameter MessageDeduplicationId is invalid. Reason: MessageDeduplicationId can only include alphanumeric and punctuation characters. 1 to 128 in length.",
+          "QueryErrorCode": "InvalidParameterValueException",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_message_deduplication_id_invalid[too_long]": {
+    "recorded-date": "30-07-2025, 10:25:51",
+    "recorded-content": {
+      "error-response": {
+        "Error": {
+          "Code": "InvalidParameterValue",
+          "Message": "Value aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa for parameter MessageDeduplicationId is invalid. Reason: MessageDeduplicationId can only include alphanumeric and punctuation characters. 1 to 128 in length.",
+          "QueryErrorCode": "InvalidParameterValueException",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_message_deduplication_id_invalid[spaces]": {
+    "recorded-date": "30-07-2025, 10:25:51",
+    "recorded-content": {
+      "error-response": {
+        "Error": {
+          "Code": "InvalidParameterValue",
+          "Message": "Value group 123 for parameter MessageDeduplicationId is invalid. Reason: MessageDeduplicationId can only include alphanumeric and punctuation characters. 1 to 128 in length.",
+          "QueryErrorCode": "InvalidParameterValueException",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_message_deduplication_id_success": {
+    "recorded-date": "30-07-2025, 10:26:48",
+    "recorded-content": {}
   }
 }
diff --git a/tests/aws/services/sqs/test_sqs.validation.json b/tests/aws/services/sqs/test_sqs.validation.json
index c74eae7b6ad37..f642b281a5b11 100644
--- a/tests/aws/services/sqs/test_sqs.validation.json
+++ b/tests/aws/services/sqs/test_sqs.validation.json
@@ -116,6 +116,24 @@
   "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_delete_message_batch_with_too_large_batch[sqs_query]": {
     "last_validated_date": "2024-04-30T13:49:31+00:00"
   },
+  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fair_queue_with_message_group_id[sqs]": {
+    "last_validated_date": "2025-07-30T09:52:07+00:00",
+    "durations_in_seconds": {
+      "setup": 1.2,
+      "call": 0.17,
+      "teardown": 0.18,
+      "total": 1.55
+    }
+  },
+  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fair_queue_with_message_group_id[sqs_query]": {
+    "last_validated_date": "2025-07-30T09:52:07+00:00",
+    "durations_in_seconds": {
+      "setup": 0.18,
+      "call": 0.58,
+      "teardown": 0.19,
+      "total": 0.95
+    }
+  },
   "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fifo_change_to_high_throughput_after_creation[sqs]": {
     "last_validated_date": "2024-05-24T10:00:47+00:00"
   },
@@ -209,8 +227,41 @@
   "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_marker_serialization_query_protocol": {
     "last_validated_date": "2024-04-29T06:07:04+00:00"
   },
-  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_message_deduplication_id_too_long": {
-    "last_validated_date": "2024-04-30T13:35:34+00:00"
+  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_message_deduplication_id_invalid[empty]": {
+    "last_validated_date": "2025-07-30T10:25:50+00:00",
+    "durations_in_seconds": {
+      "setup": 0.59,
+      "call": 0.73,
+      "teardown": 0.18,
+      "total": 1.5
+    }
+  },
+  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_message_deduplication_id_invalid[spaces]": {
+    "last_validated_date": "2025-07-30T10:25:51+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.38,
+      "teardown": 0.19,
+      "total": 0.57
+    }
+  },
+  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_message_deduplication_id_invalid[too_long]": {
+    "last_validated_date": "2025-07-30T10:25:51+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.31,
+      "teardown": 0.19,
+      "total": 0.5
+    }
+  },
+  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_message_deduplication_id_success": {
+    "last_validated_date": "2025-07-30T10:26:48+00:00",
+    "durations_in_seconds": {
+      "setup": 0.59,
+      "call": 0.75,
+      "teardown": 0.2,
+      "total": 1.54
+    }
   },
   "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_message_group_id_too_long": {
     "last_validated_date": "2024-04-30T13:35:35+00:00"
@@ -314,8 +365,32 @@
   "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_send_message_batch_with_oversized_contents_with_updated_maximum_message_size[sqs_query]": {
     "last_validated_date": "2024-04-30T13:33:10+00:00"
   },
-  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_send_message_to_standard_queue_with_empty_message_group_id": {
-    "last_validated_date": "2024-11-08T12:08:17+00:00"
+  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_send_message_to_standard_queue_with_invalid_message_group_id[empty]": {
+    "last_validated_date": "2025-07-30T10:01:38+00:00",
+    "durations_in_seconds": {
+      "setup": 1.71,
+      "call": 0.23,
+      "teardown": 0.26,
+      "total": 2.2
+    }
+  },
+  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_send_message_to_standard_queue_with_invalid_message_group_id[spaces]": {
+    "last_validated_date": "2025-07-30T10:01:39+00:00",
+    "durations_in_seconds": {
+      "setup": 0.24,
+      "call": 0.22,
+      "teardown": 0.27,
+      "total": 0.73
+    }
+  },
+  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_send_message_to_standard_queue_with_invalid_message_group_id[too_long]": {
+    "last_validated_date": "2025-07-30T10:01:39+00:00",
+    "durations_in_seconds": {
+      "setup": 0.24,
+      "call": 0.22,
+      "teardown": 0.26,
+      "total": 0.72
+    }
   },
   "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_send_message_with_binary_attributes[sqs]": {
     "last_validated_date": "2024-04-30T13:33:48+00:00"

From 59679231cd7d7edaab861f03da3366550bedd108 Mon Sep 17 00:00:00 2001
From: Marco Edoardo Palma <64580864+MEPalma@users.noreply.github.com>
Date: Thu, 31 Jul 2025 08:34:17 +0200
Subject: [PATCH 051/697] LDM Migration (#12852)

---
 .../esm_worker_factory.py                     |   9 +-
 .../localstack/services/lambda_/hooks.py      |   7 +-
 .../invocation/docker_runtime_executor.py     |   5 -
 .../lambda_/invocation/executor_endpoint.py   |   9 +-
 .../lambda_/invocation/lambda_service.py      |   3 +
 .../lambda_/invocation/version_manager.py     |  22 +-
 .../lambda_/lambda_debug_mode/__init__.py     |   0
 .../services/lambda_/lambda_debug_mode/ldm.py | 375 ------------------
 .../lambda_debug_mode/ldm_config_file.py      | 178 ---------
 .../lambda_/lambda_debug_mode/ldm_types.py    |  11 -
 .../lambda_/lambda_debug_mode/ldm_utils.py    |  43 --
 .../localstack/services/lambda_/ldm.py        |  15 +
 .../localstack/services/lambda_/provider.py   |  20 +-
 tests/unit/lambda_debug_mode/__init__.py      |   0
 .../lambda_debug_mode/test_config_parsing.py  | 132 ------
 15 files changed, 46 insertions(+), 783 deletions(-)
 delete mode 100644 localstack-core/localstack/services/lambda_/lambda_debug_mode/__init__.py
 delete mode 100644 localstack-core/localstack/services/lambda_/lambda_debug_mode/ldm.py
 delete mode 100644 localstack-core/localstack/services/lambda_/lambda_debug_mode/ldm_config_file.py
 delete mode 100644 localstack-core/localstack/services/lambda_/lambda_debug_mode/ldm_types.py
 delete mode 100644 localstack-core/localstack/services/lambda_/lambda_debug_mode/ldm_utils.py
 create mode 100644 localstack-core/localstack/services/lambda_/ldm.py
 delete mode 100644 tests/unit/lambda_debug_mode/__init__.py
 delete mode 100644 tests/unit/lambda_debug_mode/test_config_parsing.py

diff --git a/localstack-core/localstack/services/lambda_/event_source_mapping/esm_worker_factory.py b/localstack-core/localstack/services/lambda_/event_source_mapping/esm_worker_factory.py
index 6585d04d3faa8..d5cab8d3300e9 100644
--- a/localstack-core/localstack/services/lambda_/event_source_mapping/esm_worker_factory.py
+++ b/localstack-core/localstack/services/lambda_/event_source_mapping/esm_worker_factory.py
@@ -18,6 +18,7 @@
     PipeTargetParameters,
 )
 from localstack.services.lambda_ import hooks as lambda_hooks
+from localstack.services.lambda_ import ldm
 from localstack.services.lambda_.event_source_mapping.esm_event_processor import (
     EsmEventProcessor,
 )
@@ -37,10 +38,6 @@
     SqsPoller,
 )
 from localstack.services.lambda_.event_source_mapping.senders.lambda_sender import LambdaSender
-from localstack.services.lambda_.lambda_debug_mode.ldm import (
-    DEFAULT_LAMBDA_DEBUG_MODE_TIMEOUT_SECONDS,
-    LDM,
-)
 from localstack.utils.aws.arns import parse_arn
 from localstack.utils.aws.client_types import ServicePrincipal
 
@@ -65,8 +62,8 @@ def get_esm_worker(self) -> EsmWorker:
         # Sender (always Lambda)
         function_arn = self.esm_config["FunctionArn"]
 
-        if LDM.is_enabled():
-            timeout_seconds = DEFAULT_LAMBDA_DEBUG_MODE_TIMEOUT_SECONDS
+        if ldm.IS_LDM_ENABLED:
+            timeout_seconds = ldm.DEFAULT_LDM_TIMEOUT_SECONDS
         else:
             # 900s is the maximum amount of time a Lambda can run for.
             lambda_max_timeout_seconds = 900
diff --git a/localstack-core/localstack/services/lambda_/hooks.py b/localstack-core/localstack/services/lambda_/hooks.py
index 16195ae538bca..6d2a308f30ca2 100644
--- a/localstack-core/localstack/services/lambda_/hooks.py
+++ b/localstack-core/localstack/services/lambda_/hooks.py
@@ -2,19 +2,24 @@
 
 from localstack.runtime.hooks import hook_spec
 
+HOOKS_LAMBDA_CREATE_FUNCTION_VERSION = "localstack.hooks.lambda_create_function_version"
+HOOKS_LAMBDA_DELETE_FUNCTION_VERSION = "localstack.hooks.lambda_delete_function_version"
 HOOKS_LAMBDA_START_DOCKER_EXECUTOR = "localstack.hooks.lambda_start_docker_executor"
 HOOKS_LAMBDA_PREPARE_DOCKER_EXECUTOR = "localstack.hooks.lambda_prepare_docker_executors"
 HOOKS_LAMBDA_INJECT_LAYER_FETCHER = "localstack.hooks.lambda_inject_layer_fetcher"
+HOOKS_LAMBDA_INJECT_LDM_PROVISIONER = "localstack.hooks.lambda_inject_ldm_provisioner"
 HOOKS_LAMBDA_PREBUILD_ENVIRONMENT_IMAGE = "localstack.hooks.lambda_prebuild_environment_image"
 HOOKS_LAMBDA_CREATE_EVENT_SOURCE_POLLER = "localstack.hooks.lambda_create_event_source_poller"
 HOOKS_LAMBDA_SET_EVENT_SOURCE_CONFIG_DEFAULTS = (
     "localstack.hooks.lambda_set_event_source_config_defaults"
 )
 
-
+create_function_version = hook_spec(HOOKS_LAMBDA_CREATE_FUNCTION_VERSION)
+delete_function_version = hook_spec(HOOKS_LAMBDA_DELETE_FUNCTION_VERSION)
 start_docker_executor = hook_spec(HOOKS_LAMBDA_START_DOCKER_EXECUTOR)
 prepare_docker_executor = hook_spec(HOOKS_LAMBDA_PREPARE_DOCKER_EXECUTOR)
 inject_layer_fetcher = hook_spec(HOOKS_LAMBDA_INJECT_LAYER_FETCHER)
+inject_ldm_provisioner = hook_spec(HOOKS_LAMBDA_INJECT_LDM_PROVISIONER)
 prebuild_environment_image = hook_spec(HOOKS_LAMBDA_PREBUILD_ENVIRONMENT_IMAGE)
 create_event_source_poller = hook_spec(HOOKS_LAMBDA_CREATE_EVENT_SOURCE_POLLER)
 set_event_source_config_defaults = hook_spec(HOOKS_LAMBDA_SET_EVENT_SOURCE_CONFIG_DEFAULTS)
diff --git a/localstack-core/localstack/services/lambda_/invocation/docker_runtime_executor.py b/localstack-core/localstack/services/lambda_/invocation/docker_runtime_executor.py
index d40f4982674ad..9fab3849ee098 100644
--- a/localstack-core/localstack/services/lambda_/invocation/docker_runtime_executor.py
+++ b/localstack-core/localstack/services/lambda_/invocation/docker_runtime_executor.py
@@ -23,7 +23,6 @@
     LambdaRuntimeException,
     RuntimeExecutor,
 )
-from localstack.services.lambda_.lambda_debug_mode.ldm import LDM_ENV_VAR_DEBUG_PORT
 from localstack.services.lambda_.lambda_utils import HINT_LOG
 from localstack.services.lambda_.networking import (
     get_all_container_networks_for_lambda,
@@ -376,10 +375,6 @@ def start(self, env_vars: dict[str, str]) -> None:
                 container_config.ports = PortMappings()
             container_config.ports.add(config.LAMBDA_INIT_DELVE_PORT, config.LAMBDA_INIT_DELVE_PORT)
 
-        if ldm_debug_port := env_vars.get(LDM_ENV_VAR_DEBUG_PORT):
-            ldm_debug_port = int(ldm_debug_port)
-            container_config.ports.add(ldm_debug_port, ldm_debug_port)
-
         if (
             self.function_version.config.layers
             and not config.LAMBDA_PREBUILD_IMAGES
diff --git a/localstack-core/localstack/services/lambda_/invocation/executor_endpoint.py b/localstack-core/localstack/services/lambda_/invocation/executor_endpoint.py
index e08b0329d37fe..ded7d319e506d 100644
--- a/localstack-core/localstack/services/lambda_/invocation/executor_endpoint.py
+++ b/localstack-core/localstack/services/lambda_/invocation/executor_endpoint.py
@@ -10,11 +10,8 @@
 
 from localstack.http import Response, route
 from localstack.services.edge import ROUTER
+from localstack.services.lambda_ import ldm
 from localstack.services.lambda_.invocation.lambda_models import InvocationResult
-from localstack.services.lambda_.lambda_debug_mode.ldm import (
-    DEFAULT_LAMBDA_DEBUG_MODE_TIMEOUT_SECONDS,
-    LDM,
-)
 from localstack.utils.backoff import ExponentialBackoff
 from localstack.utils.objects import singleton_factory
 from localstack.utils.strings import to_str
@@ -209,9 +206,9 @@ def invoke(self, payload: Dict[str, str]) -> InvocationResult:
         # Note that if timeouts are enforced for the lambda function invoked at this endpoint
         # (this is needs to be configured in the Lambda Debug Mode Config file), the lambda
         # function will continue to enforce the expected timeouts.
-        if LDM.is_enabled():
+        if ldm.IS_LDM_ENABLED:
             # The value is set to a default high value to ensure eventual termination.
-            timeout_seconds = DEFAULT_LAMBDA_DEBUG_MODE_TIMEOUT_SECONDS
+            timeout_seconds = ldm.DEFAULT_LDM_TIMEOUT_SECONDS
         else:
             # Do not wait longer for an invoke than the maximum lambda timeout plus a buffer
             lambda_max_timeout_seconds = 900
diff --git a/localstack-core/localstack/services/lambda_/invocation/lambda_service.py b/localstack-core/localstack/services/lambda_/invocation/lambda_service.py
index f796ef3037ce8..051ab1b09b73a 100644
--- a/localstack-core/localstack/services/lambda_/invocation/lambda_service.py
+++ b/localstack-core/localstack/services/lambda_/invocation/lambda_service.py
@@ -25,6 +25,7 @@
 )
 from localstack.aws.connect import connect_to
 from localstack.constants import AWS_REGION_US_EAST_1
+from localstack.services.lambda_ import hooks as lambda_hooks
 from localstack.services.lambda_.analytics import (
     FunctionOperation,
     FunctionStatus,
@@ -130,6 +131,7 @@ def stop_version(self, qualified_arn: str) -> None:
         if not version_manager:
             raise ValueError(f"Unable to find version manager for {qualified_arn}")
         self.task_executor.submit(version_manager.stop)
+        lambda_hooks.delete_function_version.run(qualified_arn)
 
     def get_lambda_version_manager(self, function_arn: str) -> LambdaVersionManager:
         """
@@ -185,6 +187,7 @@ def create_function_version(self, function_version: FunctionVersion) -> Future[N
                 assignment_service=self.assignment_service,
             )
             self.lambda_starting_versions[qualified_arn] = version_manager
+            lambda_hooks.create_function_version.run(function_version.qualified_arn)
         return self.task_executor.submit(self._start_lambda_version, version_manager)
 
     def publish_version(self, function_version: FunctionVersion):
diff --git a/localstack-core/localstack/services/lambda_/invocation/version_manager.py b/localstack-core/localstack/services/lambda_/invocation/version_manager.py
index 25e38fc945185..500e27133f7d7 100644
--- a/localstack-core/localstack/services/lambda_/invocation/version_manager.py
+++ b/localstack-core/localstack/services/lambda_/invocation/version_manager.py
@@ -11,6 +11,7 @@
     State,
     StateReasonCode,
 )
+from localstack.services.lambda_ import hooks as lambda_hooks
 from localstack.services.lambda_.invocation.assignment import AssignmentService
 from localstack.services.lambda_.invocation.counting_service import CountingService
 from localstack.services.lambda_.invocation.execution_environment import ExecutionEnvironment
@@ -29,7 +30,7 @@
     record_cw_metric_invocation,
 )
 from localstack.services.lambda_.invocation.runtime_executor import get_runtime_executor
-from localstack.services.lambda_.lambda_debug_mode.ldm import LDM
+from localstack.services.lambda_.ldm import LDMProvisioner
 from localstack.utils.strings import long_uid, truncate
 from localstack.utils.threads import FuncThread, start_thread
 
@@ -53,6 +54,8 @@ class LambdaVersionManager:
     counting_service: CountingService
     assignment_service: AssignmentService
 
+    ldm_provisioner: LDMProvisioner | None
+
     def __init__(
         self,
         function_arn: str,
@@ -80,6 +83,9 @@ def __init__(
         # https://aws.amazon.com/blogs/compute/coming-soon-expansion-of-aws-lambda-states-to-all-functions/
         self.state = VersionState(state=State.Pending)
 
+        self.ldm_provisioner = None
+        lambda_hooks.inject_ldm_provisioner.run(self)
+
     def start(self) -> VersionState:
         try:
             self.log_handler.start_subscriber()
@@ -194,15 +200,17 @@ def invoke(self, *, invocation: Invocation) -> InvocationResult:
 
         # If the environment has debugging enabled, route the invocation there;
         # debug environments bypass Lambda service quotas.
-        if debug_execution_environment := LDM.get_execution_environment(
-            qualified_lambda_arn=self.function_version.qualified_arn,
-            user_agent=invocation.user_agent,
+        if self.ldm_provisioner and (
+            ldm_execution_environment := self.ldm_provisioner.get_execution_environment(
+                qualified_lambda_arn=self.function_version.qualified_arn,
+                user_agent=invocation.user_agent,
+            )
         ):
             try:
-                invocation_result = debug_execution_environment.invoke(invocation)
+                invocation_result = ldm_execution_environment.invoke(invocation)
                 invocation_result.executed_version = self.function_version.id.qualifier
                 self.store_logs(
-                    invocation_result=invocation_result, execution_env=debug_execution_environment
+                    invocation_result=invocation_result, execution_env=ldm_execution_environment
                 )
             except StatusErrorException as e:
                 invocation_result = InvocationResult(
@@ -213,7 +221,7 @@ def invoke(self, *, invocation: Invocation) -> InvocationResult:
                     executed_version=self.function_version.id.qualifier,
                 )
             finally:
-                debug_execution_environment.release()
+                ldm_execution_environment.release()
             return invocation_result
 
         with self.counting_service.get_invocation_lease(
diff --git a/localstack-core/localstack/services/lambda_/lambda_debug_mode/__init__.py b/localstack-core/localstack/services/lambda_/lambda_debug_mode/__init__.py
deleted file mode 100644
index e69de29bb2d1d..0000000000000
diff --git a/localstack-core/localstack/services/lambda_/lambda_debug_mode/ldm.py b/localstack-core/localstack/services/lambda_/lambda_debug_mode/ldm.py
deleted file mode 100644
index f7a636e717576..0000000000000
--- a/localstack-core/localstack/services/lambda_/lambda_debug_mode/ldm.py
+++ /dev/null
@@ -1,375 +0,0 @@
-from __future__ import annotations
-
-import logging
-import os
-import threading
-import time
-from threading import Event, RLock, Thread
-from typing import Callable, Dict, Final, Optional
-
-from localstack.aws.api.lambda_ import (
-    Arn,
-    FunctionVersion,
-    ResourceNotFoundException,
-    TooManyRequestsException,
-)
-from localstack.config import LAMBDA_DEBUG_MODE, LAMBDA_DEBUG_MODE_CONFIG_PATH
-from localstack.services.lambda_.invocation.execution_environment import (
-    ExecutionEnvironment,
-    InvalidStatusException,
-    RuntimeStatus,
-)
-from localstack.services.lambda_.lambda_debug_mode.ldm_config_file import parse_ldm_config
-from localstack.services.lambda_.provider_utils import get_function_version
-from localstack.utils.aws.arns import parse_arn
-from localstack.utils.objects import singleton_factory
-from localstack.utils.strings import long_uid
-
-LOG = logging.getLogger(__name__)
-
-# Specifies the default timeout value in seconds to be used by time restricted workflows
-# when Debug Mode is enabled. The value is set to one hour to ensure eventual termination
-# of long-running processes.
-DEFAULT_LAMBDA_DEBUG_MODE_TIMEOUT_SECONDS: int = 3_600
-LDM_ENV_VAR_DEBUG_PORT: str = "LDM_DEBUG_PORT"
-
-
-class LambdaFunctionDebugConfig:
-    qualified_lambda_arn: Final[Arn]
-    port: Final[int]
-    enforce_timeouts: Final[bool]
-    user_agent: Final[Optional[str]]
-
-    def __init__(
-        self,
-        qualified_lambda_arn: Arn,
-        port: int,
-        enforce_timeouts: bool = False,
-        user_agent: Optional[str] = None,
-    ):
-        self.qualified_lambda_arn = qualified_lambda_arn
-        self.port = port
-        self.enforce_timeouts = enforce_timeouts
-        self.user_agent = user_agent
-
-
-class DebugEnabledExecutionEnvironment(ExecutionEnvironment):
-    _lambda_function_debug_config: Final[LambdaFunctionDebugConfig]
-
-    def __init__(
-        self,
-        function_version: FunctionVersion,
-        lambda_function_debug_config: LambdaFunctionDebugConfig,
-        on_timeout: Callable[[str, str], None],
-    ):
-        super().__init__(
-            function_version=function_version,
-            version_manager_id=f"debug-enable-{long_uid()}",
-            initialization_type="provisioned-concurrency",
-            on_timeout=on_timeout,
-        )
-        self._lambda_function_debug_config = lambda_function_debug_config
-
-    def get_environment_variables(self) -> Dict[str, str]:
-        environment_variables = super().get_environment_variables()
-        environment_variables[LDM_ENV_VAR_DEBUG_PORT] = str(self._lambda_function_debug_config.port)
-        if not self._lambda_function_debug_config.enforce_timeouts:
-            environment_variables["AWS_LAMBDA_FUNCTION_TIMEOUT"] = str(
-                DEFAULT_LAMBDA_DEBUG_MODE_TIMEOUT_SECONDS
-            )
-        return environment_variables
-
-    def _get_startup_timeout_seconds(self) -> int:
-        return DEFAULT_LAMBDA_DEBUG_MODE_TIMEOUT_SECONDS
-
-
-class LambdaDebugTarget:
-    _mutex: Final[RLock]
-    _lambda_qualified_arn: Final[str]
-    lambda_function_debug_config: Final[LambdaFunctionDebugConfig]
-    _debug_execution_environment: Optional[DebugEnabledExecutionEnvironment]
-
-    def __init__(self, lambda_function_debug_config: LambdaFunctionDebugConfig):
-        self._mutex = RLock()
-        self._lambda_qualified_arn = lambda_function_debug_config.qualified_lambda_arn
-        self.lambda_function_debug_config = lambda_function_debug_config
-        self._debug_execution_environment = None
-
-    def start_debug_enabled_execution_environment(self):
-        # Attempt to create the debug environment now if the function exists.
-        with self._mutex:
-            if self._debug_execution_environment is not None:
-                return
-            self.stop_debug_enabled_execution_environment()
-
-            try:
-                lambda_parsed_arn = parse_arn(self._lambda_qualified_arn)
-                lambda_account_id = lambda_parsed_arn["account"]
-                lambda_region_name = lambda_parsed_arn["region"]
-                _, lambda_function_name, lambda_function_qualifier = lambda_parsed_arn[
-                    "resource"
-                ].split(":")
-                function_version = get_function_version(
-                    function_name=lambda_function_name,
-                    qualifier=lambda_function_qualifier,
-                    account_id=lambda_account_id,
-                    region=lambda_region_name,
-                )
-            except ResourceNotFoundException:
-                # The lambda function has not being created yet.
-                return
-
-            self._debug_execution_environment = DebugEnabledExecutionEnvironment(
-                function_version=function_version,
-                lambda_function_debug_config=self.lambda_function_debug_config,
-                on_timeout=self._on_execution_environment_timeout,
-            )
-            # FIXME: this log should take place after RuntimeStatus.READY, however the debug-enabled
-            #        docker container will not notify LS about it starting up until the user has
-            #        connected a debug client. Future work should resolve this notification issue.
-            LOG.info(
-                "LDM is ready for debugger connections for '%s' on port %i.",
-                self.lambda_function_debug_config.qualified_lambda_arn,
-                self.lambda_function_debug_config.port,
-            )
-            self._debug_execution_environment.start()
-            if self._debug_execution_environment.status != RuntimeStatus.READY:
-                LOG.error(
-                    "LDM could not create a debug environment for '%s'", self._lambda_qualified_arn
-                )
-                self._debug_execution_environment = None
-
-    def stop_debug_enabled_execution_environment(self):
-        with self._mutex:
-            if environment := self._debug_execution_environment:
-                environment.stop()
-            self._debug_execution_environment = None
-
-    def get_execution_environment(self) -> DebugEnabledExecutionEnvironment:
-        # TODO: add support for concurrent invokes, such as invoke object queuing, new container spinup
-        with self._mutex:
-            # TODO: move this start-up logic to lambda function creation.
-            self.start_debug_enabled_execution_environment()
-            try:
-                self._debug_execution_environment.reserve()
-                return self._debug_execution_environment
-            except InvalidStatusException:
-                LOG.warning(
-                    "Concurrent lambda invocations disabled for '%s' by Lambda Debug Mode",
-                    self._lambda_qualified_arn,
-                )
-                raise TooManyRequestsException(
-                    "Rate Exceeded.",
-                    Reason="SingleLeaseEnforcement",
-                    Type="User",
-                )
-
-    def _on_execution_environment_timeout(
-        self, version_manager_id: str, environment_id: str
-    ) -> None:
-        # This function is run by the ExecutionEnvironment when the
-        # release of on-demand container times-out whilst waiting for
-        # invokes. However, DebugEnabledExecutionEnvironment are
-        # provisioned-concurrency ExecutionEnvironments.
-        LOG.warning(
-            "Lambda Debug Mode function '%s' timed out ('%s', '%s')",
-            self._lambda_qualified_arn,
-            version_manager_id,
-            environment_id,
-        )
-        self.stop_debug_enabled_execution_environment()
-
-
-class LDMConfigFileWatch:
-    _mutex: Final[RLock]
-    _stop_event: Final[Event]
-    _watch_thread: Final[Thread]
-
-    def __init__(self):
-        self._mutex = RLock()
-        self._stop_event = Event()
-        self._watch_thread = Thread(
-            target=self._watch_logic, args=(), daemon=True, name="LDMConfigFileWatch"
-        )
-
-    def start(self):
-        with self._mutex:
-            self._stop_event.clear()
-            if not self._watch_thread.is_alive():
-                self._watch_thread.start()
-
-    def stop(self):
-        with self._mutex:
-            self._stop_event.set()
-
-    def _watch_logic(self) -> None:
-        if not LAMBDA_DEBUG_MODE_CONFIG_PATH:
-            LOG.info("LDM: no definitions for LAMBDA_DEBUG_MODE_CONFIG_PATH")
-            return
-
-        # TODO: consider relying on system calls (watchdog lib for cross-platform support)
-        #  instead of monitoring last modified dates.
-        # Run the first load and signal as initialised.
-        epoch_last_loaded: int = self._config_file_epoch_last_modified_or_now()
-        self._update_ldm_from_ldm_config_file()
-
-        # Monitor for file changes whilst the application is running.
-        while not self._stop_event.is_set():
-            time.sleep(1)
-            epoch_last_modified = self._config_file_epoch_last_modified_or_now()
-            if epoch_last_modified > epoch_last_loaded:
-                epoch_last_loaded = epoch_last_modified
-                self._update_ldm_from_ldm_config_file()
-
-    @staticmethod
-    def _update_ldm_from_ldm_config_file() -> None:
-        yaml_configuration_string = None
-        try:
-            with open(LAMBDA_DEBUG_MODE_CONFIG_PATH, "r") as df:
-                yaml_configuration_string = df.read()
-        except FileNotFoundError:
-            LOG.error(
-                "LDM: The file lambda debug config file '%s' was not found.",
-                LAMBDA_DEBUG_MODE_CONFIG_PATH,
-            )
-        except IsADirectoryError:
-            LOG.error(
-                "LDM: Expected a lambda debug config file but found a directory at '%s'.",
-                LAMBDA_DEBUG_MODE_CONFIG_PATH,
-            )
-        except PermissionError:
-            LOG.error(
-                "LDM: Permission denied while trying to read the lambda debug config file '%s'.",
-                LAMBDA_DEBUG_MODE_CONFIG_PATH,
-            )
-        except Exception as ex:
-            LOG.error(
-                "LDM: An unexpected error occurred while reading lambda debug config '%s': '%s'",
-                LAMBDA_DEBUG_MODE_CONFIG_PATH,
-                ex,
-            )
-
-        if not yaml_configuration_string:
-            return
-
-        config = parse_ldm_config(yaml_configuration_string)
-        if config is not None:
-            LDM.remove_all_configurations()
-            for qualified_lambda_arn, ldm_config in config.functions.items():
-                LDM.add_configuration(
-                    config=LambdaFunctionDebugConfig(
-                        qualified_lambda_arn=qualified_lambda_arn,
-                        port=ldm_config.debug_port,
-                        enforce_timeouts=ldm_config.enforce_timeouts,
-                    )
-                )
-                LDM.enable_configuration(qualified_lambda_arn=qualified_lambda_arn)
-            LOG.info(
-                "LDM is now enforcing the latest configuration from the LDM configuration file"
-            )
-        else:
-            LOG.warning(
-                "LDM could not load the latest Lambda debug mode configuration "
-                "due to an error; check logs for more details."
-            )
-
-    @staticmethod
-    def _config_file_epoch_last_modified_or_now() -> int:
-        try:
-            modified_time = os.path.getmtime(LAMBDA_DEBUG_MODE_CONFIG_PATH)
-            return int(modified_time)
-        except Exception as e:
-            LOG.warning("LDM could not access the configuration file: %s", e)
-            epoch_now = int(time.time())
-            return epoch_now
-
-
-class LambdaDebugMode:
-    _mutex: Final[RLock]
-    _is_enabled: bool
-    _debug_targets: Final[dict[str, LambdaDebugTarget]]
-    _config_file_watch: Final[Optional[LDMConfigFileWatch]]
-
-    def __init__(self):
-        self._mutex = RLock()
-        self._is_enabled = bool(LAMBDA_DEBUG_MODE)
-        self._debug_targets = dict()
-        self._config_file_watch = LDMConfigFileWatch() if LAMBDA_DEBUG_MODE_CONFIG_PATH else None
-        if self._is_enabled:
-            self.start_debug_mode()
-
-    @staticmethod
-    @singleton_factory
-    def get() -> LambdaDebugMode:
-        """Returns a singleton instance of the Lambda Debug Mode session."""
-        return LambdaDebugMode()
-
-    def start_debug_mode(self) -> None:
-        with self._mutex:
-            self._is_enabled = True
-            if self._config_file_watch:
-                self._config_file_watch.start()
-
-    def stop_debug_mode(self) -> None:
-        with self._mutex:
-            self._is_enabled = False
-            if self._config_file_watch:
-                self._config_file_watch.stop()
-            self.remove_all_configurations()
-
-    def is_enabled(self) -> bool:
-        return self._is_enabled
-
-    def add_configuration(self, config: LambdaFunctionDebugConfig) -> None:
-        with self._mutex:
-            if not self._is_enabled:
-                return
-
-            arn = config.qualified_lambda_arn
-            if existing_target := self._debug_targets.get(arn):
-                existing_target.stop_debug_enabled_execution_environment()
-
-            target = LambdaDebugTarget(lambda_function_debug_config=config)
-            self._debug_targets[arn] = target
-
-    def enable_configuration(self, qualified_lambda_arn: Arn) -> None:
-        with self._mutex:
-            if not self._is_enabled:
-                return
-
-            if target := self._debug_targets.get(qualified_lambda_arn):
-                threading.Thread(
-                    target=target.start_debug_enabled_execution_environment,
-                    args=(),
-                    name=f"LambdaDebugTarget-start_debug_enabled_execution_environment-{qualified_lambda_arn}",
-                    daemon=True,
-                ).start()
-
-    def remove_configuration(self, qualified_lambda_arn: Arn) -> None:
-        with self._mutex:
-            if not self._is_enabled:
-                return
-
-            if target := self._debug_targets.pop(qualified_lambda_arn, None):
-                target.stop_debug_enabled_execution_environment()
-
-    def remove_all_configurations(self) -> None:
-        with self._mutex:
-            for target in self._debug_targets.values():
-                target.stop_debug_enabled_execution_environment()
-            self._debug_targets.clear()
-
-    def get_execution_environment(
-        self, qualified_lambda_arn: Arn, user_agent: Optional[str]
-    ) -> Optional[DebugEnabledExecutionEnvironment]:
-        if not self._is_enabled:
-            return None
-
-        if target := self._debug_targets.get(qualified_lambda_arn):
-            target_user_agent = target.lambda_function_debug_config.user_agent
-            if target_user_agent is None or target_user_agent == user_agent:
-                return target.get_execution_environment()
-        return None
-
-
-LDM: Final[LambdaDebugMode] = LambdaDebugMode.get()
diff --git a/localstack-core/localstack/services/lambda_/lambda_debug_mode/ldm_config_file.py b/localstack-core/localstack/services/lambda_/lambda_debug_mode/ldm_config_file.py
deleted file mode 100644
index 027535beabf43..0000000000000
--- a/localstack-core/localstack/services/lambda_/lambda_debug_mode/ldm_config_file.py
+++ /dev/null
@@ -1,178 +0,0 @@
-from __future__ import annotations
-
-import logging
-from typing import Optional
-
-import yaml
-from pydantic import BaseModel, Field, ValidationError
-from yaml import Loader, MappingNode, MarkedYAMLError, SafeLoader
-
-from localstack.aws.api.lambda_ import Arn
-from localstack.services.lambda_.lambda_debug_mode.ldm_types import LDMException
-from localstack.services.lambda_.lambda_debug_mode.ldm_utils import to_qualified_lambda_function_arn
-
-LOG = logging.getLogger(__name__)
-
-
-class PortAlreadyInUse(LDMException):
-    port_number: int
-
-    def __init__(self, port_number: int):
-        self.port_number = port_number
-
-    def __str__(self):
-        return f"PortAlreadyInUse: '{self.port_number}'"
-
-
-class DuplicateLDMConfig(LDMException):
-    lambda_arn_debug_config_first: str
-    lambda_arn_debug_config_second: str
-
-    def __init__(self, lambda_arn_debug_config_first: str, lambda_arn_debug_config_second: str):
-        self.lambda_arn_debug_config_first = lambda_arn_debug_config_first
-        self.lambda_arn_debug_config_second = lambda_arn_debug_config_second
-
-    def __str__(self):
-        return (
-            f"DuplicateLDMConfig: Lambda debug configuration in '{self.lambda_arn_debug_config_first}' "
-            f"is redefined in '{self.lambda_arn_debug_config_second}'"
-        )
-
-
-class LambdaFunctionConfig(BaseModel):
-    debug_port: Optional[int] = Field(None, alias="debug-port")
-    enforce_timeouts: bool = Field(False, alias="enforce-timeouts")
-
-
-class LDMConfigFile(BaseModel):
-    # Bindings of Lambda function Arn and the respective debugging configuration.
-    functions: dict[Arn, LambdaFunctionConfig]
-
-
-class _LDMConfigPostProcessingState:
-    ports_used: set[int]
-
-    def __init__(self):
-        self.ports_used = set()
-
-
-class _SafeLoaderWithDuplicateCheck(SafeLoader):
-    def __init__(self, stream):
-        super().__init__(stream)
-        self.add_constructor(
-            yaml.resolver.BaseResolver.DEFAULT_MAPPING_TAG,
-            self._construct_mappings_with_duplicate_check,
-        )
-
-    @staticmethod
-    def _construct_mappings_with_duplicate_check(
-        loader: Loader, node: MappingNode, deep=False
-    ) -> dict:
-        # Constructs yaml bindings, whilst checking for duplicate mapping key definitions, raising a
-        # MarkedYAMLError when one is found.
-        mapping = dict()
-        for key_node, value_node in node.value:
-            key = loader.construct_object(key_node, deep=deep)
-            if key in mapping:
-                # Create a MarkedYAMLError to indicate the duplicate key issue
-                raise MarkedYAMLError(
-                    context="while constructing a mapping",
-                    context_mark=node.start_mark,
-                    problem=f"found duplicate key: {key}",
-                    problem_mark=key_node.start_mark,
-                )
-            value = loader.construct_object(value_node, deep=deep)
-            mapping[key] = value
-        return mapping
-
-
-def _from_yaml_string(yaml_string: str) -> Optional[LDMConfigFile]:
-    try:
-        data = yaml.load(yaml_string, _SafeLoaderWithDuplicateCheck)
-    except yaml.YAMLError as yaml_error:
-        LOG.error(
-            "Could not parse yaml LDM configuration file due to: %s",
-            yaml_error,
-        )
-        data = None
-    if not data:
-        return None
-    config = LDMConfigFile(**data)
-    return config
-
-
-def _post_process_ldm_config_file(
-    ldm_config: LDMConfigFile,
-    post_processing_state: Optional[_LDMConfigPostProcessingState] = None,
-) -> None:
-    post_processing_state = post_processing_state or _LDMConfigPostProcessingState()
-    lambda_function_configs = ldm_config.functions
-    lambda_arns = list(lambda_function_configs.keys())
-    for lambda_arn in lambda_arns:
-        qualified_lambda_arn = to_qualified_lambda_function_arn(lambda_arn)
-        if lambda_arn != qualified_lambda_arn:
-            if qualified_lambda_arn in lambda_function_configs:
-                raise DuplicateLDMConfig(
-                    lambda_arn_debug_config_first=lambda_arn,
-                    lambda_arn_debug_config_second=qualified_lambda_arn,
-                )
-            lambda_function_configs[qualified_lambda_arn] = lambda_function_configs.pop(lambda_arn)
-
-    for lambda_function_config in lambda_function_configs.values():
-        _post_process_lambda_function_config(
-            post_processing_state=post_processing_state,
-            lambda_function_config=lambda_function_config,
-        )
-
-
-def _post_process_lambda_function_config(
-    post_processing_state: _LDMConfigPostProcessingState,
-    lambda_function_config: LambdaFunctionConfig,
-) -> None:
-    debug_port: Optional[int] = lambda_function_config.debug_port
-    if debug_port is None:
-        return
-    if debug_port in post_processing_state.ports_used:
-        raise PortAlreadyInUse(port_number=debug_port)
-    post_processing_state.ports_used.add(debug_port)
-
-
-def parse_ldm_config(yaml_string: str) -> Optional[LDMConfigFile]:
-    # Attempt to parse the yaml string.
-    try:
-        yaml_data = yaml.load(yaml_string, _SafeLoaderWithDuplicateCheck)
-    except yaml.YAMLError as yaml_error:
-        LOG.error(
-            "Could not parse yaml LDM configuration file due to: %s",
-            yaml_error,
-        )
-        yaml_data = None
-    if not yaml_data:
-        return None
-
-    # Attempt to build the LDMConfig object from the yaml object.
-    try:
-        config = LDMConfigFile(**yaml_data)
-    except ValidationError as validation_error:
-        validation_errors = validation_error.errors() or list()
-        error_messages = [
-            f"When parsing '{err.get('loc', '')}': {err.get('msg', str(err))}"
-            for err in validation_errors
-        ]
-        LOG.error(
-            "Unable to parse LDM configuration file due to errors: %s",
-            error_messages,
-        )
-        return None
-
-    # Attempt to post_process the configuration.
-    try:
-        _post_process_ldm_config_file(config)
-    except LDMException as ldm_error:
-        LOG.error(
-            "Invalid LDM configuration due to: %s",
-            ldm_error,
-        )
-        config = None
-
-    return config
diff --git a/localstack-core/localstack/services/lambda_/lambda_debug_mode/ldm_types.py b/localstack-core/localstack/services/lambda_/lambda_debug_mode/ldm_types.py
deleted file mode 100644
index c74cfa316669b..0000000000000
--- a/localstack-core/localstack/services/lambda_/lambda_debug_mode/ldm_types.py
+++ /dev/null
@@ -1,11 +0,0 @@
-class LDMException(Exception): ...
-
-
-class UnknownLambdaArnFormat(LDMException):
-    unknown_lambda_arn: str
-
-    def __init__(self, unknown_lambda_arn: str):
-        self.unknown_lambda_arn = unknown_lambda_arn
-
-    def __str__(self):
-        return f"UnknownLambdaArnFormat: '{self.unknown_lambda_arn}'"
diff --git a/localstack-core/localstack/services/lambda_/lambda_debug_mode/ldm_utils.py b/localstack-core/localstack/services/lambda_/lambda_debug_mode/ldm_utils.py
deleted file mode 100644
index 19676ce46145d..0000000000000
--- a/localstack-core/localstack/services/lambda_/lambda_debug_mode/ldm_utils.py
+++ /dev/null
@@ -1,43 +0,0 @@
-from localstack.aws.api.lambda_ import Arn
-from localstack.services.lambda_.lambda_debug_mode.ldm_types import UnknownLambdaArnFormat
-
-
-def to_qualified_lambda_function_arn(lambda_arn: Arn) -> Arn:
-    """
-    Returns the $LATEST qualified version of a structurally unqualified version of a lambda Arn iff this
-    is detected to be structurally unqualified. Otherwise, it returns the given string.
-    Example:
-          - arn:aws:lambda:eu-central-1:000000000000:function:functionname:$LATEST ->
-              unchanged
-
-          - arn:aws:lambda:eu-central-1:000000000000:function:functionname ->
-              arn:aws:lambda:eu-central-1:000000000000:function:functionname:$LATEST
-
-          - arn:aws:lambda:eu-central-1:000000000000:function:functionname: ->
-              exception UnknownLambdaArnFormat
-
-          - arn:aws:lambda:eu-central-1:000000000000:function ->
-              exception UnknownLambdaArnFormat
-    """
-    # TODO: consider adding arn syntax validation at this depth.
-
-    if not lambda_arn:
-        return lambda_arn
-    lambda_arn_parts = lambda_arn.split(":")
-    lambda_arn_parts_len = len(lambda_arn_parts)
-
-    # The arn is qualified and with a non-empy qualifier.
-    is_qualified = lambda_arn_parts_len == 8
-    if is_qualified and lambda_arn_parts[-1]:
-        return lambda_arn
-
-    # Unknown lambda arn format.
-    is_unqualified = lambda_arn_parts_len == 7
-    if not is_unqualified:
-        raise UnknownLambdaArnFormat(unknown_lambda_arn=lambda_arn)
-
-    # Structure-wise, the arn is missing the qualifier.
-    qualifier = "$LATEST"
-    arn_tail = f":{qualifier}" if is_unqualified else qualifier
-    qualified_lambda_arn = lambda_arn + arn_tail
-    return qualified_lambda_arn
diff --git a/localstack-core/localstack/services/lambda_/ldm.py b/localstack-core/localstack/services/lambda_/ldm.py
new file mode 100644
index 0000000000000..406fea1788d30
--- /dev/null
+++ b/localstack-core/localstack/services/lambda_/ldm.py
@@ -0,0 +1,15 @@
+import abc
+from typing import Optional
+
+from localstack.aws.api.lambda_ import Arn
+from localstack.services.lambda_.invocation.execution_environment import ExecutionEnvironment
+
+DEFAULT_LDM_TIMEOUT_SECONDS: int = 3_600
+IS_LDM_ENABLED: bool = False
+
+
+class LDMProvisioner(abc.ABC):
+    @abc.abstractmethod
+    def get_execution_environment(
+        self, qualified_lambda_arn: Arn, user_agent: Optional[str]
+    ) -> Optional[ExecutionEnvironment]: ...
diff --git a/localstack-core/localstack/services/lambda_/provider.py b/localstack-core/localstack/services/lambda_/provider.py
index 1a5badb4c60d6..8685ac5242ad0 100644
--- a/localstack-core/localstack/services/lambda_/provider.py
+++ b/localstack-core/localstack/services/lambda_/provider.py
@@ -211,7 +211,6 @@
 )
 from localstack.services.lambda_.invocation.models import LambdaStore
 from localstack.services.lambda_.invocation.runtime_executor import get_runtime_executor
-from localstack.services.lambda_.lambda_debug_mode.ldm import LDM
 from localstack.services.lambda_.lambda_utils import HINT_LOG
 from localstack.services.lambda_.layerfetcher.layer_fetcher import LayerFetcher
 from localstack.services.lambda_.provider_utils import (
@@ -391,14 +390,6 @@ def on_before_stop(self) -> None:
 
         # TODO: should probably unregister routes?
         self.lambda_service.stop()
-        # Attempt to signal to the Lambda Debug Mode session object to stop.
-        try:
-            LDM.stop_debug_mode()
-        except Exception as ex:
-            LOG.error(
-                "Unexpected error encountered when attempting to signal Lambda Debug Mode to stop '%s'.",
-                ex,
-            )
 
     @staticmethod
     def _get_function(function_name: str, account_id: str, region: str) -> Function:
@@ -1068,9 +1059,6 @@ def create_function(
                     function_name,
                 )
 
-        # Enable the LDM configuration for this qualified lambda arn, iff a configuration exists.
-        LDM.enable_configuration(qualified_lambda_arn=version.qualified_arn)
-
         return api_utils.map_config_out(
             version, return_qualified_arn=False, return_update_status=False
         )
@@ -1427,8 +1415,6 @@ def delete_function(
             if version:
                 self.lambda_service.stop_version(version.id.qualified_arn())
                 destroy_code_if_not_used(code=version.config.code, function=function)
-                # Notify the LDM about the version deletion.
-                LDM.remove_configuration(qualified_lambda_arn=version.qualified_arn)
         else:
             # delete the whole function
             # TODO: introduce locking for safe deletion: We could create a new version at the API layer before
@@ -1439,8 +1425,6 @@ def delete_function(
                 # we can safely destroy the code here
                 if version.config.code:
                     version.config.code.destroy()
-                # Notify the LDM about the version deletion.
-                LDM.remove_configuration(qualified_lambda_arn=version.qualified_arn)
 
     def list_functions(
         self,
@@ -1587,9 +1571,7 @@ def invoke(
             function_name, qualifier, context
         )
 
-        user_agent = None
-        if user_agent_obj := context.request.user_agent:
-            user_agent = user_agent_obj.string
+        user_agent = context.request.user_agent.string
 
         time_before = time.perf_counter()
         try:
diff --git a/tests/unit/lambda_debug_mode/__init__.py b/tests/unit/lambda_debug_mode/__init__.py
deleted file mode 100644
index e69de29bb2d1d..0000000000000
diff --git a/tests/unit/lambda_debug_mode/test_config_parsing.py b/tests/unit/lambda_debug_mode/test_config_parsing.py
deleted file mode 100644
index 51b4173c2cc62..0000000000000
--- a/tests/unit/lambda_debug_mode/test_config_parsing.py
+++ /dev/null
@@ -1,132 +0,0 @@
-import pytest
-
-from localstack.services.lambda_.lambda_debug_mode.ldm_config_file import parse_ldm_config
-
-DEBUG_CONFIG_EMPTY = ""
-
-DEBUG_CONFIG_NULL_FUNCTIONS = """
-functions:
-    null
-"""
-
-DEBUG_CONFIG_NULL_FUNCTION_CONFIG = """
-functions:
-  arn:aws:lambda:eu-central-1:000000000000:function:functionname:$LATEST:
-    null
-"""
-
-DEBUG_CONFIG_NULL_DEBUG_PORT = """
-functions:
-  arn:aws:lambda:eu-central-1:000000000000:function:functionname:
-    debug-port: null
-"""
-
-DEBUG_CONFIG_NULL_ENFORCE_TIMEOUTS = """
-functions:
-  arn:aws:lambda:eu-central-1:000000000000:function:functionname:
-    debug-port: null
-    enforce-timeouts: null
-"""
-
-DEBUG_CONFIG_DUPLICATE_DEBUG_PORT = """
-functions:
-  arn:aws:lambda:eu-central-1:000000000000:function:functionname1:
-    debug-port: 19891
-  arn:aws:lambda:eu-central-1:000000000000:function:functionname2:
-    debug-port: 19891
-"""
-
-DEBUG_CONFIG_DUPLICATE_ARN = """
-functions:
-  arn:aws:lambda:eu-central-1:000000000000:function:functionname:
-    debug-port: 19891
-  arn:aws:lambda:eu-central-1:000000000000:function:functionname:
-    debug-port: 19892
-"""
-
-DEBUG_CONFIG_INVALID_MISSING_QUALIFIER_ARN = """
-functions:
-  arn:aws:lambda:eu-central-1:000000000000:function:functionname::
-    debug-port: 19891
-"""
-
-DEBUG_CONFIG_INVALID_ARN_STRUCTURE = """
-functions:
-  arn:aws:lambda:eu-central-1:000000000000:function:
-    debug-port: 19891
-"""
-
-DEBUG_CONFIG_DUPLICATE_IMPLICIT_ARN = """
-functions:
-  arn:aws:lambda:eu-central-1:000000000000:function:functionname:
-    debug-port: 19891
-  arn:aws:lambda:eu-central-1:000000000000:function:functionname:$LATEST:
-    debug-port: 19892
-"""
-
-DEBUG_CONFIG_BASE = """
-functions:
-  arn:aws:lambda:eu-central-1:000000000000:function:functionname:$LATEST:
-    debug-port: 19891
-"""
-
-DEBUG_CONFIG_BASE_UNQUALIFIED = """
-functions:
-  arn:aws:lambda:eu-central-1:000000000000:function:functionname:
-    debug-port: 19891
-"""
-
-
-@pytest.mark.parametrize(
-    "yaml_config",
-    [
-        DEBUG_CONFIG_EMPTY,
-        DEBUG_CONFIG_NULL_FUNCTIONS,
-        DEBUG_CONFIG_NULL_FUNCTION_CONFIG,
-        DEBUG_CONFIG_DUPLICATE_DEBUG_PORT,
-        DEBUG_CONFIG_DUPLICATE_ARN,
-        DEBUG_CONFIG_DUPLICATE_IMPLICIT_ARN,
-        DEBUG_CONFIG_NULL_ENFORCE_TIMEOUTS,
-        DEBUG_CONFIG_INVALID_ARN_STRUCTURE,
-        DEBUG_CONFIG_INVALID_MISSING_QUALIFIER_ARN,
-    ],
-    ids=[
-        "empty",
-        "null_functions",
-        "null_function_config",
-        "duplicate_debug_port",
-        "deplicate_arn",
-        "duplicate_implicit_arn",
-        "null_enforce_timeouts",
-        "invalid_arn_structure",
-        "invalid_missing_qualifier_arn",
-    ],
-)
-def test_debug_config_invalid(yaml_config: str):
-    assert parse_ldm_config(yaml_config) is None
-
-
-def test_debug_config_null_debug_port():
-    config = parse_ldm_config(DEBUG_CONFIG_NULL_DEBUG_PORT)
-    assert list(config.functions.values())[0].debug_port is None
-
-
-@pytest.mark.parametrize(
-    "yaml_config",
-    [
-        DEBUG_CONFIG_BASE,
-        DEBUG_CONFIG_BASE_UNQUALIFIED,
-    ],
-    ids=[
-        "base",
-        "base_unqualified",
-    ],
-)
-def test_debug_config_base(yaml_config):
-    config = parse_ldm_config(yaml_config)
-    assert len(config.functions) == 1
-    assert (
-        "arn:aws:lambda:eu-central-1:000000000000:function:functionname:$LATEST" in config.functions
-    )
-    assert list(config.functions.values())[0].debug_port == 19891
-    assert list(config.functions.values())[0].enforce_timeouts is False

From 82de91e30b0185a6792dd5047168b29d69bbb1f9 Mon Sep 17 00:00:00 2001
From: "localstack[bot]" <localstack-bot@users.noreply.github.com>
Date: Thu, 31 Jul 2025 07:07:23 +0000
Subject: [PATCH 052/697] release version 4.7.0


From ecb47ccff9b99caafce1da1b33abbc951bc59c98 Mon Sep 17 00:00:00 2001
From: "localstack[bot]" <localstack-bot@users.noreply.github.com>
Date: Thu, 31 Jul 2025 07:09:15 +0000
Subject: [PATCH 053/697] prepare next development iteration


From f459293a7409e30d7d9a3102423a8b18c8215d10 Mon Sep 17 00:00:00 2001
From: Alex Rashed <2796604+alexrashed@users.noreply.github.com>
Date: Thu, 31 Jul 2025 14:44:21 +0200
Subject: [PATCH 054/697] fix partial coverage reporting (#12939)

Co-authored-by: Anastasia Dusak <61540676+k-a-il@users.noreply.github.com>
---
 .github/workflows/aws-main.yml | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/aws-main.yml b/.github/workflows/aws-main.yml
index 1185ce5249d1d..7bd2f3d90b961 100644
--- a/.github/workflows/aws-main.yml
+++ b/.github/workflows/aws-main.yml
@@ -83,7 +83,7 @@ jobs:
       # default "disableCaching" to `false` if it's a push or schedule event
       disableCaching: ${{ inputs.disableCaching == true }}
       # default "disableTestSelection" to `true` if it's a push or schedule event
-      disableTestSelection: ${{ (inputs.enableTestSelection != '' && inputs.enableTestSelection) || github.event_name == 'push' }}
+      disableTestSelection: ${{ (inputs.enableTestSelection != '' && !inputs.enableTestSelection) || github.event_name == 'push' }}
       PYTEST_LOGLEVEL: ${{ inputs.PYTEST_LOGLEVEL }}
       forceARMTests: ${{ inputs.forceARMTests == true }}
     secrets:
@@ -96,7 +96,8 @@ jobs:
     runs-on: ubuntu-latest
     needs:
       - test
-    if: ${{ inputs.onlyAcceptanceTests == false && inputs.enableTestSelection == false }}
+    # Do not push coverage data if only parts of the tests were executed
+    if: ${{ !(inputs.onlyAcceptanceTests == true || inputs.enableTestSelection == true || github.event_name == 'push') && !failure() && !cancelled() && github.repository == 'localstack/localstack' }}
     steps:
         - name: Checkout
           uses: actions/checkout@v4

From 888e4a0ea4996e736209fa4558ea51cb8810b879 Mon Sep 17 00:00:00 2001
From: Kapil Shrotriya <cross399@gmail.com>
Date: Thu, 31 Jul 2025 20:41:56 +0530
Subject: [PATCH 055/697] SQS: fix DelaySeconds behavior for FIFO queues on
 message level (#12941)

---
 .../localstack/services/sqs/models.py         |  6 +-
 tests/aws/services/sqs/test_sqs.py            | 36 ++++++++++
 tests/aws/services/sqs/test_sqs.snapshot.json | 68 +++++++++++++++++++
 .../aws/services/sqs/test_sqs.validation.json | 18 +++++
 4 files changed, 124 insertions(+), 4 deletions(-)

diff --git a/localstack-core/localstack/services/sqs/models.py b/localstack-core/localstack/services/sqs/models.py
index 02ef7bb0595e4..45435efa45851 100644
--- a/localstack-core/localstack/services/sqs/models.py
+++ b/localstack-core/localstack/services/sqs/models.py
@@ -1062,10 +1062,8 @@ def put(
             # use the attribute from the queue
             fifo_message.visibility_timeout = self.visibility_timeout
 
-        if delay_seconds is not None:
-            fifo_message.delay_seconds = delay_seconds
-        else:
-            fifo_message.delay_seconds = self.delay_seconds
+        # FIFO queues always use the queue level setting for 'DelaySeconds'
+        fifo_message.delay_seconds = self.delay_seconds
 
         original_message = self.deduplication.get(dedup_id)
         if (
diff --git a/tests/aws/services/sqs/test_sqs.py b/tests/aws/services/sqs/test_sqs.py
index 48bbc031ffb2e..70109309bf8e9 100644
--- a/tests/aws/services/sqs/test_sqs.py
+++ b/tests/aws/services/sqs/test_sqs.py
@@ -2117,6 +2117,42 @@ def test_fifo_queue_send_message_with_delay_on_queue_works(
         assert messages[1]["Body"] == "message-2"
         assert messages[2]["Body"] == "message-3"
 
+    @markers.aws.validated
+    def test_fifo_queue_send_message_with_zero_delay_defaults_to_queue_delay(
+        self, sqs_create_queue, aws_sqs_client, snapshot
+    ):
+        delay_seconds = 2
+        queue_url = sqs_create_queue(
+            QueueName=f"queue-{short_uid()}.fifo",
+            Attributes={
+                "FifoQueue": "true",
+                "ContentBasedDeduplication": "true",
+                "DelaySeconds": str(delay_seconds),
+            },
+        )
+
+        send_result = aws_sqs_client.send_message(
+            QueueUrl=queue_url, MessageBody="message-1", MessageGroupId="1", DelaySeconds=0
+        )
+        snapshot.match("send_message_result", send_result)
+
+        response_initial_receive = aws_sqs_client.receive_message(
+            QueueUrl=queue_url, WaitTimeSeconds=1
+        )
+        snapshot.match("receive_message_initial_result", response_initial_receive)
+        assert response_initial_receive.get("Messages", []) == []
+
+        time.sleep(delay_seconds + 1)
+
+        response_after_delay = aws_sqs_client.receive_message(
+            QueueUrl=queue_url, MaxNumberOfMessages=1
+        )
+        snapshot.match("receive_message_after_delay_result", response_after_delay)
+        messages = response_after_delay["Messages"]
+        assert len(messages) == 1
+
+        assert messages[0]["Body"] == "message-1"
+
     @markers.aws.validated
     def test_fifo_message_attributes(self, sqs_create_queue, snapshot, aws_sqs_client):
         snapshot.add_transformer(snapshot.transform.sqs_api())
diff --git a/tests/aws/services/sqs/test_sqs.snapshot.json b/tests/aws/services/sqs/test_sqs.snapshot.json
index f98d9586d459b..a12bcd66e4d94 100644
--- a/tests/aws/services/sqs/test_sqs.snapshot.json
+++ b/tests/aws/services/sqs/test_sqs.snapshot.json
@@ -4093,5 +4093,73 @@
   "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_message_deduplication_id_success": {
     "recorded-date": "30-07-2025, 10:26:48",
     "recorded-content": {}
+  },
+  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fifo_queue_send_message_with_zero_delay_defaults_to_queue_delay[sqs]": {
+    "recorded-date": "31-07-2025, 09:53:01",
+    "recorded-content": {
+      "send_message_result": {
+        "MD5OfMessageBody": "3d6b824fd8c1520e9a047d21fee6fb1f",
+        "MessageId": "<uuid:1>",
+        "SequenceNumber": "<sequence-number:1>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "receive_message_initial_result": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "receive_message_after_delay_result": {
+        "Messages": [
+          {
+            "Body": "message-1",
+            "MD5OfBody": "3d6b824fd8c1520e9a047d21fee6fb1f",
+            "MessageId": "<uuid:1>",
+            "ReceiptHandle": "<receipt-handle:1>"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fifo_queue_send_message_with_zero_delay_defaults_to_queue_delay[sqs_query]": {
+    "recorded-date": "31-07-2025, 09:53:08",
+    "recorded-content": {
+      "send_message_result": {
+        "MD5OfMessageBody": "3d6b824fd8c1520e9a047d21fee6fb1f",
+        "MessageId": "<uuid:1>",
+        "SequenceNumber": "<sequence-number:1>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "receive_message_initial_result": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "receive_message_after_delay_result": {
+        "Messages": [
+          {
+            "Body": "message-1",
+            "MD5OfBody": "3d6b824fd8c1520e9a047d21fee6fb1f",
+            "MessageId": "<uuid:1>",
+            "ReceiptHandle": "<receipt-handle:1>"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/sqs/test_sqs.validation.json b/tests/aws/services/sqs/test_sqs.validation.json
index f642b281a5b11..dfb1743d126f1 100644
--- a/tests/aws/services/sqs/test_sqs.validation.json
+++ b/tests/aws/services/sqs/test_sqs.validation.json
@@ -200,6 +200,24 @@
   "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fifo_queue_send_message_with_delay_seconds_fails[sqs_query]": {
     "last_validated_date": "2024-04-30T13:33:34+00:00"
   },
+  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fifo_queue_send_message_with_zero_delay_defaults_to_queue_delay[sqs]": {
+    "last_validated_date": "2025-07-31T09:53:01+00:00",
+    "durations_in_seconds": {
+      "setup": 5.06,
+      "call": 6.23,
+      "teardown": 0.33,
+      "total": 11.62
+    }
+  },
+  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fifo_queue_send_message_with_zero_delay_defaults_to_queue_delay[sqs_query]": {
+    "last_validated_date": "2025-07-31T09:53:08+00:00",
+    "durations_in_seconds": {
+      "setup": 0.03,
+      "call": 6.14,
+      "teardown": 0.34,
+      "total": 6.51
+    }
+  },
   "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fifo_set_content_based_deduplication_strategy[sqs]": {
     "last_validated_date": "2024-04-30T13:47:39+00:00"
   },

From 61761e3ce137cf7287e109ae42403185ff1eea23 Mon Sep 17 00:00:00 2001
From: Alex Rashed <2796604+alexrashed@users.noreply.github.com>
Date: Thu, 31 Jul 2025 19:37:00 +0200
Subject: [PATCH 056/697] Update version in README (#12942)

---
 README.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/README.md b/README.md
index a1d16511cfb49..a2cf02d22264a 100644
--- a/README.md
+++ b/README.md
@@ -1,5 +1,5 @@
 <p align="center">
-:zap: We are thrilled to announce the release of <a href="https://blog.localstack.cloud/localstack-for-aws-release-v-4-6-0/">LocalStack 4.6</a> :zap:
+:zap: We are thrilled to announce the release of <a href="https://blog.localstack.cloud/localstack-for-aws-release-v-4-7-0/">LocalStack 4.7</a> :zap:
 </p>
 
 <p align="center">
@@ -93,7 +93,7 @@ Start LocalStack inside a Docker container by running:
   / /___/ /_/ / /__/ /_/ / /___/ / /_/ /_/ / /__/ ,<
  /_____/\____/\___/\__,_/_//____/\__/\__,_/\___/_/|_|
 
-- LocalStack CLI: 4.6.0
+- LocalStack CLI: 4.7.0
 - Profile: default
 - App: https://app.localstack.cloud
 

From b4655c76e85c3304f7654c4cd40abe535760da71 Mon Sep 17 00:00:00 2001
From: Mathieu Cloutier <79954947+cloutierMat@users.noreply.github.com>
Date: Thu, 31 Jul 2025 11:53:24 -0600
Subject: [PATCH 057/697] Ec2/fix/vpc endpoint dns entries (#12927)

---
 .../localstack/services/ec2/patches.py        | 22 ++++++++
 .../localstack/testing/pytest/fixtures.py     | 43 ++++++++++++++-
 tests/aws/services/ec2/test_ec2.py            | 51 ++++++++++++++++-
 tests/aws/services/ec2/test_ec2.snapshot.json | 55 +++++++++++++++++++
 .../aws/services/ec2/test_ec2.validation.json |  9 +++
 5 files changed, 177 insertions(+), 3 deletions(-)

diff --git a/localstack-core/localstack/services/ec2/patches.py b/localstack-core/localstack/services/ec2/patches.py
index d2037015905ef..a52a14347d2ad 100644
--- a/localstack-core/localstack/services/ec2/patches.py
+++ b/localstack-core/localstack/services/ec2/patches.py
@@ -2,6 +2,7 @@
 from typing import Optional
 
 from moto.ec2 import models as ec2_models
+from moto.ec2.models.vpcs import VPCEndPoint
 from moto.utilities.id_generator import Tags
 
 from localstack.services.ec2.exceptions import (
@@ -15,6 +16,8 @@
     localstack_id,
 )
 from localstack.utils.patch import patch
+from localstack.utils.strings import short_uid
+from localstack.utils.urls import localstack_host
 
 LOG = logging.getLogger(__name__)
 
@@ -93,6 +96,25 @@ def generate(self, existing_ids: ExistingIds = None, tags: Tags = None) -> str:
 
 
 def apply_patches():
+    @patch(ec2_models.vpcs.VPCBackend.create_vpc_endpoint)
+    def ec2_create_vpc_endpoint(
+        fn: ec2_models.VPCBackend.create_vpc_endpoint, self: ec2_models.VPCBackend, **kwargs
+    ) -> VPCEndPoint:
+        vpc_endpoint: VPCEndPoint = fn(self=self, **kwargs)
+
+        # moto returns the dns entries as `<vpc-id>.com.amazonaws.<region>.<service>`
+        # to keep the aws style `<vpc-id>.<service>.<region>.vpce.amazonaws.com` and ensure it can be routed
+        # by the individual services in LocalStack we will be creating the following entries:
+        # `<vpc-id>.<service>.<region>.vpce.<localstack host and port>`
+        if service_name := kwargs.get("service_name"):
+            ls_service_name = ".".join(service_name.split(".")[::-1]).replace(
+                "amazonaws.com", f"vpce.{localstack_host()}"
+            )
+            for dns_entry in vpc_endpoint.dns_entries or []:
+                dns_entry["dns_name"] = f"{vpc_endpoint.id}-{short_uid()}.{ls_service_name}"
+
+        return vpc_endpoint
+
     @patch(ec2_models.subnets.SubnetBackend.create_subnet)
     def ec2_create_subnet(
         fn: ec2_models.subnets.SubnetBackend.create_subnet,
diff --git a/localstack-core/localstack/testing/pytest/fixtures.py b/localstack-core/localstack/testing/pytest/fixtures.py
index f4433dc57899f..f513340023189 100644
--- a/localstack-core/localstack/testing/pytest/fixtures.py
+++ b/localstack-core/localstack/testing/pytest/fixtures.py
@@ -6,7 +6,7 @@
 import re
 import textwrap
 import time
-from typing import TYPE_CHECKING, Any, Callable, Dict, List, Optional, Tuple
+from typing import TYPE_CHECKING, Any, Callable, Dict, List, Optional, Tuple, Unpack
 
 import botocore.auth
 import botocore.config
@@ -21,7 +21,7 @@
 from werkzeug import Request, Response
 
 from localstack import config
-from localstack.aws.api.ec2 import CreateSecurityGroupRequest
+from localstack.aws.api.ec2 import CreateSecurityGroupRequest, CreateVpcEndpointRequest, VpcEndpoint
 from localstack.aws.connect import ServiceLevelClientFactory
 from localstack.services.stores import (
     AccountRegionBundle,
@@ -2046,6 +2046,45 @@ def factory(ports=None, ip_protocol: str = "tcp", **kwargs):
             LOG.debug("Error cleaning up EC2 security group: %s, %s", sg_group_id, e)
 
 
+@pytest.fixture
+def ec2_create_vpc_endpoint(aws_client):
+    vpc_endpoints = []
+
+    def _create(**kwargs: Unpack[CreateVpcEndpointRequest]) -> VpcEndpoint:
+        endpoint = aws_client.ec2.create_vpc_endpoint(**kwargs)
+        endpoint_id = endpoint["VpcEndpoint"]["VpcEndpointId"]
+        vpc_endpoints.append(endpoint_id)
+
+        def _check_available() -> VpcEndpoint:
+            result = aws_client.ec2.describe_vpc_endpoints(VpcEndpointIds=[endpoint_id])
+            _endpoint_details = result["VpcEndpoints"][0]
+            assert _endpoint_details["State"] == "available"
+
+            return _endpoint_details
+
+        return retry(_check_available, retries=30, sleep=5 if is_aws_cloud() else 1)
+
+    yield _create
+
+    try:
+        aws_client.ec2.delete_vpc_endpoints(VpcEndpointIds=vpc_endpoints)
+    except Exception as e:
+        LOG.error("Error cleaning up VPC endpoint: %s, %s", vpc_endpoints, e)
+
+    def wait_for_endpoint_deleted():
+        try:
+            endpoints = aws_client.ec2.describe_vpc_endpoints(VpcEndpointIds=vpc_endpoints)
+            assert len(endpoints["VpcEndpoints"]) == 0 or all(
+                endpoint["State"] == "Deleted" for endpoint in endpoints["VpcEndpoints"]
+            )
+        except botocore.exceptions.ClientError:
+            pass
+
+    # the vpc can't be deleted if an endpoint exists
+    if is_aws_cloud():
+        retry(wait_for_endpoint_deleted, retries=30, sleep=10 if is_aws_cloud() else 1)
+
+
 @pytest.fixture
 def cleanups():
     cleanup_fns = []
diff --git a/tests/aws/services/ec2/test_ec2.py b/tests/aws/services/ec2/test_ec2.py
index bc809e1edd022..bfaa8669c6fb6 100644
--- a/tests/aws/services/ec2/test_ec2.py
+++ b/tests/aws/services/ec2/test_ec2.py
@@ -4,7 +4,7 @@
 import pytest
 from botocore.exceptions import ClientError
 from localstack_snapshot.snapshots.transformer import SortingTransformer
-from moto.ec2 import ec2_backends
+from moto.ec2.models import ec2_backends
 from moto.ec2.utils import (
     random_security_group_id,
     random_subnet_id,
@@ -13,10 +13,12 @@
 
 from localstack.constants import AWS_REGION_US_EAST_1, TAG_KEY_CUSTOM_ID
 from localstack.services.ec2.patches import SecurityGroupIdentifier, VpcIdentifier
+from localstack.testing.aws.util import is_aws_cloud
 from localstack.testing.pytest import markers
 from localstack.utils.id_generator import localstack_id_manager
 from localstack.utils.strings import short_uid
 from localstack.utils.sync import retry
+from localstack.utils.urls import localstack_host
 
 LOG = logging.getLogger(__name__)
 
@@ -411,6 +413,53 @@ def test_describe_vpc_endpoints_with_filter(self, aws_client, region_name):
         # clean up
         aws_client.ec2.delete_vpc(VpcId=vpc_id)
 
+    @markers.aws.validated
+    @markers.snapshot.skip_snapshot_verify(paths=["$..Groups", "$..ServiceRegion"])
+    def test_vpc_endpoint_dns_names(
+        self, aws_client, create_vpc, region_name, snapshot, cleanups, ec2_create_vpc_endpoint
+    ):
+        snapshot.add_transformers_list(
+            [
+                snapshot.transform.key_value("GroupId"),
+                snapshot.transform.key_value("VpcEndpointId"),
+                snapshot.transform.key_value("VpcId"),
+                snapshot.transform.key_value("HostedZoneId"),
+                snapshot.transform.key_value("subnet-id"),
+                snapshot.transform.jsonpath(
+                    "$.available-endpoint.NetworkInterfaceIds[*]",
+                    value_replacement="network-interface-id",
+                ),
+                snapshot.transform.key_value("dns-suffix"),
+                snapshot.transform.key_value("host"),
+            ]
+        )
+        host = "amazonaws.com" if is_aws_cloud() else localstack_host().host_and_port()
+        snapshot.match("host", host)
+
+        vpc = create_vpc(cidr_block="10.0.0.0/24")
+        vpc_id = vpc["Vpc"]["VpcId"]
+        aws_client.ec2.modify_vpc_attribute(VpcId=vpc_id, EnableDnsSupport={"Value": True})
+        aws_client.ec2.modify_vpc_attribute(VpcId=vpc_id, EnableDnsHostnames={"Value": True})
+        subnet = aws_client.ec2.create_subnet(VpcId=vpc_id, CidrBlock="10.0.0.0/24")
+        subnet_id = subnet["Subnet"]["SubnetId"]
+        snapshot.match("subnet-id", subnet_id)
+
+        service_name = f"com.amazonaws.{region_name}.execute-api"
+        vpc_endpoint = ec2_create_vpc_endpoint(
+            VpcId=vpc["Vpc"]["VpcId"],
+            ServiceName=service_name,
+            VpcEndpointType="Interface",
+            PrivateDnsEnabled=True,
+            SubnetIds=[subnet_id],
+        )
+
+        # LS only returns one dns entry
+        vpc_endpoint["DnsEntries"] = vpc_endpoint["DnsEntries"][:1]
+        snapshot.match(
+            "dns-suffix", vpc_endpoint["DnsEntries"][0]["DnsName"].split(".")[0].split("-")[-1]
+        )
+        snapshot.match("available-endpoint", vpc_endpoint)
+
     @markers.aws.validated
     @pytest.mark.parametrize("id_type", ["id", "name"])
     def test_modify_launch_template(self, create_launch_template, id_type, aws_client):
diff --git a/tests/aws/services/ec2/test_ec2.snapshot.json b/tests/aws/services/ec2/test_ec2.snapshot.json
index 026c53fa57960..54f7fa64be9c4 100644
--- a/tests/aws/services/ec2/test_ec2.snapshot.json
+++ b/tests/aws/services/ec2/test_ec2.snapshot.json
@@ -494,5 +494,60 @@
         }
       }
     }
+  },
+  "tests/aws/services/ec2/test_ec2.py::TestEc2Integrations::test_vpc_endpoint_dns_names": {
+    "recorded-date": "29-07-2025, 23:29:35",
+    "recorded-content": {
+      "host": "<host:1>",
+      "subnet-id": "<subnet-id:1>",
+      "dns-suffix": "<dns-suffix:1>",
+      "network-interface-id": "<network-interface-id:1>",
+      "available-endpoint": {
+        "CreationTimestamp": "<datetime>",
+        "DnsEntries": [
+          {
+            "DnsName": "<vpc-endpoint-id:1>-<dns-suffix:1>.execute-api.<region>.vpce.<host:1>",
+            "HostedZoneId": "<hosted-zone-id:1>"
+          }
+        ],
+        "DnsOptions": {
+          "DnsRecordIpType": "ipv4"
+        },
+        "Groups": [
+          {
+            "GroupId": "<group-id:1>",
+            "GroupName": "default"
+          }
+        ],
+        "IpAddressType": "ipv4",
+        "NetworkInterfaceIds": [
+          "<network-interface-id:1>"
+        ],
+        "OwnerId": "111111111111",
+        "PolicyDocument": {
+          "Statement": [
+            {
+              "Action": "*",
+              "Effect": "Allow",
+              "Principal": "*",
+              "Resource": "*"
+            }
+          ]
+        },
+        "PrivateDnsEnabled": true,
+        "RequesterManaged": false,
+        "RouteTableIds": [],
+        "ServiceName": "com.amazonaws.<region>.execute-api",
+        "ServiceRegion": "<region>",
+        "State": "available",
+        "SubnetIds": [
+          "<subnet-id:1>"
+        ],
+        "Tags": [],
+        "VpcEndpointId": "<vpc-endpoint-id:1>",
+        "VpcEndpointType": "Interface",
+        "VpcId": "<vpc-id:1>"
+      }
+    }
   }
 }
diff --git a/tests/aws/services/ec2/test_ec2.validation.json b/tests/aws/services/ec2/test_ec2.validation.json
index c26b3e4033cc4..42aa02a1f0dc0 100644
--- a/tests/aws/services/ec2/test_ec2.validation.json
+++ b/tests/aws/services/ec2/test_ec2.validation.json
@@ -17,6 +17,15 @@
   "tests/aws/services/ec2/test_ec2.py::TestEc2Integrations::test_vcp_peering_difference_regions": {
     "last_validated_date": "2024-06-07T21:28:25+00:00"
   },
+  "tests/aws/services/ec2/test_ec2.py::TestEc2Integrations::test_vpc_endpoint_dns_names": {
+    "last_validated_date": "2025-07-29T23:29:36+00:00",
+    "durations_in_seconds": {
+      "setup": 0.75,
+      "call": 59.53,
+      "teardown": 122.78,
+      "total": 183.06
+    }
+  },
   "tests/aws/services/ec2/test_ec2.py::test_describe_availability_zones_filter_with_zone_ids": {
     "last_validated_date": "2025-05-28T09:17:24+00:00"
   },

From 4648b238b6ae76407823142b50c56dc63384d302 Mon Sep 17 00:00:00 2001
From: Mathieu Cloutier <79954947+cloutierMat@users.noreply.github.com>
Date: Thu, 31 Jul 2025 12:34:57 -0600
Subject: [PATCH 058/697] Apigw/enable vpce routing (#12937)

---
 .../apigateway/next_gen/execute_api/router.py |  31 ++++++
 .../test_apigateway_integrations.py           | 100 +++++++++++++-----
 ...test_apigateway_integrations.snapshot.json |   4 +-
 ...st_apigateway_integrations.validation.json |   8 +-
 4 files changed, 117 insertions(+), 26 deletions(-)

diff --git a/localstack-core/localstack/services/apigateway/next_gen/execute_api/router.py b/localstack-core/localstack/services/apigateway/next_gen/execute_api/router.py
index 6c0ca3245164b..9f670dcf12156 100644
--- a/localstack-core/localstack/services/apigateway/next_gen/execute_api/router.py
+++ b/localstack-core/localstack/services/apigateway/next_gen/execute_api/router.py
@@ -33,6 +33,7 @@ class RouteHostPathParameters(TypedDict, total=False):
     server: str | None
     stage: str | None
     vpce_suffix: str | None
+    vpce_dns: str | None
 
 
 class ApiGatewayEndpoint:
@@ -144,6 +145,13 @@ def create_not_found_response(api_id: str) -> Response:
         )
         return not_found
 
+    def vpc_endpoint_handler(
+        self, request: Request, **kwargs: Unpack[RouteHostPathParameters]
+    ) -> Response:
+        # TODO validate the vpc endpoint exists in the account/region before routing
+        kwargs["api_id"] = request.headers.get("x-apigw-api-id")
+        return self.__call__(request, **kwargs)
+
 
 class ApiGatewayRouter:
     router: Router[Handler]
@@ -158,6 +166,9 @@ def __init__(self, router: Router[Handler] = None, handler: ApiGatewayEndpoint =
     def register_routes(self) -> None:
         LOG.debug("Registering API Gateway routes.")
         host_pattern = "<regex('.+?'):api_id><regex('(-vpce-[^.]+)?'):vpce_suffix>.execute-api.<regex('.*'):server>"
+        vpce_host_pattern = (
+            "<regex('vpce-.+'):vpce_dns>.execute-api.<regex('.*'):region>vpce.<regex('.*'):server>"
+        )
         deprecated_route_endpoint = deprecated_endpoint(
             endpoint=self.handler,
             previous_path="/restapis/<api_id>/<stage>/_user_request_",
@@ -214,6 +225,26 @@ def register_routes(self) -> None:
                 endpoint=self.handler,
                 strict_slashes=True,
             ),
+            self.router.add(
+                path="/",
+                host=vpce_host_pattern,
+                endpoint=self.handler.vpc_endpoint_handler,
+                defaults={"path": "", "stage": None},
+                strict_slashes=True,
+            ),
+            self.router.add(
+                path="/<stage>/",
+                host=vpce_host_pattern,
+                endpoint=self.handler.vpc_endpoint_handler,
+                defaults={"path": ""},
+                strict_slashes=False,
+            ),
+            self.router.add(
+                path="/<stage>/<greedy_path:path>",
+                host=vpce_host_pattern,
+                endpoint=self.handler.vpc_endpoint_handler,
+                strict_slashes=True,
+            ),
         ]
         for rule in rules:
             self.registered_rules.append(rule)
diff --git a/tests/aws/services/apigateway/test_apigateway_integrations.py b/tests/aws/services/apigateway/test_apigateway_integrations.py
index 1b3c93c9367cc..3ca67d9cc7a9e 100644
--- a/tests/aws/services/apigateway/test_apigateway_integrations.py
+++ b/tests/aws/services/apigateway/test_apigateway_integrations.py
@@ -14,7 +14,9 @@
 
 from localstack import config
 from localstack.aws.api.apigateway import IntegrationType
+from localstack.aws.api.ec2 import VpcEndpoint
 from localstack.aws.api.lambda_ import Runtime
+from localstack.config import in_docker
 from localstack.constants import APPLICATION_JSON
 from localstack.services.lambda_.networking import get_main_endpoint_from_container
 from localstack.testing.aws.util import is_aws_cloud
@@ -914,9 +916,14 @@ def _create(**kwargs):
         "$..endpointConfiguration.types",
         "$..policy.Statement..Resource",
         "$..endpointConfiguration.ipAddressType",
+        "$.endpoint-details.ServiceRegion",
     ]
 )
 @markers.aws.validated
+@pytest.mark.skipif(
+    not is_aws_cloud() and not in_docker(),
+    reason="calling the vpce from a lambda requires LocalStack to run in docker",
+)
 def test_create_execute_api_vpc_endpoint(
     create_rest_api_with_integration,
     dynamodb_create_table,
@@ -926,6 +933,7 @@ def test_create_execute_api_vpc_endpoint(
     ec2_create_security_group,
     snapshot,
     aws_client,
+    region_name,
 ):
     poll_sleep = 5 if is_aws_cloud() else 1
     # TODO: create a re-usable ec2_api() transformer
@@ -955,7 +963,6 @@ def test_create_execute_api_vpc_endpoint(
     request_templates = {APPLICATION_JSON: json.dumps({"TableName": table_name})}
 
     # deploy REST API with integration
-    region_name = aws_client.apigateway.meta.region_name
     integration_uri = f"arn:aws:apigateway:{region_name}:dynamodb:action/Scan"
     api_id = create_rest_api_with_integration(
         integration_uri=integration_uri,
@@ -971,7 +978,10 @@ def test_create_execute_api_vpc_endpoint(
     # create security group
     vpc_id = default_vpc["VpcId"]
     security_group = ec2_create_security_group(
-        VpcId=vpc_id, Description="Test SG for API GW", ports=[443]
+        VpcId=vpc_id,
+        Description="Test SG for API GW",
+        GroupName=f"test-sg-{short_uid()}",
+        ports=[443],
     )
     security_group = security_group["GroupId"]
     subnets = aws_client.ec2.describe_subnets(Filters=[{"Name": "vpc-id", "Values": [vpc_id]}])
@@ -994,15 +1004,16 @@ def test_create_execute_api_vpc_endpoint(
     # wait until VPC endpoint is in state "available"
     def _check_available():
         result = aws_client.ec2.describe_vpc_endpoints(VpcEndpointIds=[endpoint_id])
-        endpoint_details = result["VpcEndpoints"][0]
+        _endpoint_details = result["VpcEndpoints"][0]
         # may have multiple entries in AWS
-        endpoint_details["DnsEntries"] = endpoint_details["DnsEntries"][:1]
-        endpoint_details.pop("SubnetIds", None)
-        endpoint_details.pop("NetworkInterfaceIds", None)
-        assert endpoint_details["State"] == "available"
-        snapshot.match("endpoint-details", endpoint_details)
+        _endpoint_details["DnsEntries"] = _endpoint_details["DnsEntries"][:1]
+        _endpoint_details.pop("SubnetIds", None)
+        _endpoint_details.pop("NetworkInterfaceIds", None)
+        assert _endpoint_details["State"] == "available"
+        snapshot.match("endpoint-details", _endpoint_details)
+        return _endpoint_details
 
-    retry(_check_available, retries=30, sleep=poll_sleep)
+    endpoint_details: VpcEndpoint = retry(_check_available, retries=30, sleep=poll_sleep)
 
     # update API with VPC endpoint
     patches = [
@@ -1012,21 +1023,15 @@ def _check_available():
     aws_client.apigateway.update_rest_api(restApiId=api_id, patchOperations=patches)
 
     # create Lambda that invokes API via VPC endpoint (required as the endpoint is only accessible within the VPC)
-    subdomain = f"{api_id}-{endpoint_id}"
-    endpoint = api_invoke_url(subdomain, stage=DEFAULT_STAGE_NAME, path="/test")
-    host_header = urlparse(endpoint).netloc
-
-    # create Lambda function that invokes the API GW (private VPC endpoint not accessible from outside of AWS)
-    if not is_aws_cloud():
-        api_host = get_main_endpoint_from_container()
-        endpoint = endpoint.replace(host_header, f"{api_host}:{config.GATEWAY_LISTEN[0].port}")
     lambda_code = textwrap.dedent(
-        f"""
+        """
     def handler(event, context):
         import requests
-        headers = {{"content-type": "application/json", "host": "{host_header}"}}
-        result = requests.post("{endpoint}", headers=headers)
-        return {{"content": result.content.decode("utf-8"), "code": result.status_code}}
+        url = event["url"]
+        headers = event["headers"]
+
+        result = requests.post(url, headers=headers)
+        return {"content": result.content.decode("utf-8"), "code": result.status_code}
     """
     )
     func_name = f"test-{short_uid()}"
@@ -1064,14 +1069,61 @@ def handler(event, context):
         aws_client.apigateway, restApiId=api_id, stageName=DEFAULT_STAGE_NAME
     )
 
-    def _invoke_api():
-        invoke_response = aws_client.lambda_.invoke(FunctionName=func_name, Payload="{}")
+    subdomain = f"{api_id}-{endpoint_id}"
+    endpoint = api_invoke_url(subdomain, stage=DEFAULT_STAGE_NAME, path="/test")
+    host_header = urlparse(endpoint).netloc
+
+    # create Lambda function that invokes the API GW (private VPC endpoint not accessible from outside of AWS)
+    if not is_aws_cloud():
+        api_host = get_main_endpoint_from_container()
+        endpoint = endpoint.replace(host_header, f"{api_host}:{config.GATEWAY_LISTEN[0].port}")
+
+    def _invoke_api(url: str, headers: dict[str, str]):
+        invoke_response = aws_client.lambda_.invoke(
+            FunctionName=func_name, Payload=json.dumps({"url": url, "headers": headers})
+        )
         payload = json.load(invoke_response["Payload"])
         items = json.loads(payload["content"])["Items"]
         assert len(items) == len(item_ids)
 
     # invoke Lambda and assert result
-    retry(_invoke_api, retries=15, sleep=poll_sleep)
+    # AWS
+    #   url: https://{rest-api-id}-{vpce-id}.execute-api.{region}.amazonaws.com/{stage}
+    #   host: {rest-api-id}.execute-api.{region}.amazonaws.com
+    # LocalStack
+    #   url: http://localhost.localstack.cloud:4566/{stage}
+    #   host: {rest-api-id}-{vpce-id}.execute-api.localhost.localstack.cloud
+    retry(lambda: _invoke_api(endpoint, {"host": host_header}), retries=15, sleep=poll_sleep)
+
+    # invoke Lambda and assert result
+    # AWS
+    #   url: https://{public-dns-hostname}.execute-api.{region}.vpce.amazonaws.com/{stage}
+    #   x-apigw-api-id: {rest-api-id}
+    # LocalStack
+    #   url: http://{public-dns-hostname}.execute-api.{region}.vpce.{localstack-host}/{stage}
+    #   x-apigw-api-id: {rest-api-id}
+    protocol = "https" if is_aws_cloud() else "http"
+    vpc_endpoint_public_dns = endpoint_details["DnsEntries"][0]["DnsName"]
+    public_dns_url = f"{protocol}://{vpc_endpoint_public_dns}/{DEFAULT_STAGE_NAME}/test"
+    retry(
+        lambda: _invoke_api(public_dns_url, {"x-apigw-api-id": api_id}),
+        retries=15,
+        sleep=poll_sleep,
+    )
+
+    # invoke Lambda and assert result
+    # AWS
+    #   url: https://{public-dns-hostname}.execute-api.{region}.vpce.amazonaws.com/{stage}
+    #   host: {rest-api-id}.execute-api.{region}.amazonaws.com
+    # LocalStack
+    #   url: http://{public-dns-hostname}.execute-api.{region}.vpce.{localstack_host}/{stage}
+    #   host: {rest-api-id}.execute-api.{region}.{localstack-host}
+    host = api_invoke_url(api_id).partition("//")[-1].strip("/")
+    retry(
+        lambda: _invoke_api(public_dns_url, {"Host": host}),
+        retries=15,
+        sleep=poll_sleep,
+    )
 
 
 @pytest.mark.skipif(
diff --git a/tests/aws/services/apigateway/test_apigateway_integrations.snapshot.json b/tests/aws/services/apigateway/test_apigateway_integrations.snapshot.json
index 3b4a1be1aebdf..e92742b3d7768 100644
--- a/tests/aws/services/apigateway/test_apigateway_integrations.snapshot.json
+++ b/tests/aws/services/apigateway/test_apigateway_integrations.snapshot.json
@@ -1,6 +1,6 @@
 {
   "tests/aws/services/apigateway/test_apigateway_integrations.py::test_create_execute_api_vpc_endpoint": {
-    "recorded-date": "15-04-2024, 23:07:07",
+    "recorded-date": "30-07-2025, 17:56:57",
     "recorded-content": {
       "endpoint-details": {
         "CreationTimestamp": "timestamp",
@@ -35,6 +35,7 @@
         "RequesterManaged": false,
         "RouteTableIds": [],
         "ServiceName": "com.amazonaws.<region>.execute-api",
+        "ServiceRegion": "<region>",
         "State": "available",
         "Tags": [],
         "VpcEndpointId": "<vpc-endpoint-id:1>",
@@ -46,6 +47,7 @@
         "createdDate": "datetime",
         "disableExecuteApiEndpoint": false,
         "endpointConfiguration": {
+          "ipAddressType": "dualstack",
           "types": [
             "PRIVATE"
           ],
diff --git a/tests/aws/services/apigateway/test_apigateway_integrations.validation.json b/tests/aws/services/apigateway/test_apigateway_integrations.validation.json
index 93c003bd54660..aa95dd450d738 100644
--- a/tests/aws/services/apigateway/test_apigateway_integrations.validation.json
+++ b/tests/aws/services/apigateway/test_apigateway_integrations.validation.json
@@ -12,7 +12,13 @@
     "last_validated_date": "2024-12-11T15:28:54+00:00"
   },
   "tests/aws/services/apigateway/test_apigateway_integrations.py::test_create_execute_api_vpc_endpoint": {
-    "last_validated_date": "2024-04-15T23:07:07+00:00"
+    "last_validated_date": "2025-07-30T17:57:02+00:00",
+    "durations_in_seconds": {
+      "setup": 12.89,
+      "call": 1064.8,
+      "teardown": 4.99,
+      "total": 1082.68
+    }
   },
   "tests/aws/services/apigateway/test_apigateway_integrations.py::test_integration_mock_with_path_param": {
     "last_validated_date": "2024-11-29T19:27:54+00:00"

From 4901104631fcbf958370f982626f072c6c0c0f41 Mon Sep 17 00:00:00 2001
From: YelynnOh <yoyelynn@gmail.com>
Date: Fri, 1 Aug 2025 18:15:55 +0900
Subject: [PATCH 059/697] SES: Implement
 SetIdentityHeadersInNotificationsEnabled (#12823)

Co-authored-by: Viren Nadkarni <viren.nadkarni@gmail.com>
---
 .../localstack/services/ses/provider.py       |  40 +++++
 tests/aws/services/ses/test_ses.py            |  69 ++++++++
 tests/aws/services/ses/test_ses.snapshot.json | 166 ++++++++++++++++++
 3 files changed, 275 insertions(+)

diff --git a/localstack-core/localstack/services/ses/provider.py b/localstack-core/localstack/services/ses/provider.py
index ca87c457c5818..af67ff598984e 100644
--- a/localstack-core/localstack/services/ses/provider.py
+++ b/localstack-core/localstack/services/ses/provider.py
@@ -26,10 +26,12 @@
     DeleteConfigurationSetResponse,
     DeleteTemplateResponse,
     Destination,
+    Enabled,
     EventDestination,
     EventDestinationDoesNotExistException,
     EventDestinationName,
     GetIdentityVerificationAttributesResponse,
+    Identity,
     IdentityList,
     IdentityVerificationAttributes,
     InvalidSNSDestinationException,
@@ -40,12 +42,14 @@
     MessageRejected,
     MessageTagList,
     NextToken,
+    NotificationType,
     RawMessage,
     ReceiptRuleSetName,
     SendEmailResponse,
     SendRawEmailResponse,
     SendTemplatedEmailResponse,
     SesApi,
+    SetIdentityHeadersInNotificationsEnabledResponse,
     TemplateData,
     TemplateName,
     VerificationAttributes,
@@ -524,6 +528,42 @@ def clone_receipt_rule_set(
 
         return CloneReceiptRuleSetResponse()
 
+    @handler("SetIdentityHeadersInNotificationsEnabled")
+    def set_identity_headers_in_notifications_enabled(
+        self,
+        context: RequestContext,
+        identity: Identity,
+        notification_type: NotificationType,
+        enabled: Enabled,
+        **kwargs,
+    ) -> SetIdentityHeadersInNotificationsEnabledResponse:
+        """
+        Sets whether Amazon SES includes the original email headers in the Amazon SNS notifications
+        for a specified identity and notification type.
+        """
+        # Validate notification_type
+        if notification_type not in (
+            NotificationType.Bounce,
+            NotificationType.Complaint,
+            NotificationType.Delivery,
+        ):
+            raise InvalidParameterValue(
+                f"Invalid notification type: {notification_type}. "
+                "Valid values are: Bounce, Complaint, Delivery."
+            )
+
+        backend = get_ses_backend(context)
+        if identity not in backend.addresses:
+            raise MessageRejected(f"Identity {identity} is not verified or does not exist.")
+
+        # Store the setting in the backend
+        if not hasattr(backend, "identity_headers_in_notifications_enabled"):
+            backend.identity_headers_in_notifications_enabled = {}
+        backend.identity_headers_in_notifications_enabled.setdefault(identity, {})[
+            notification_type
+        ] = enabled
+        return SetIdentityHeadersInNotificationsEnabledResponse()
+
 
 @dataclasses.dataclass(frozen=True)
 class SNSPayload:
diff --git a/tests/aws/services/ses/test_ses.py b/tests/aws/services/ses/test_ses.py
index 126edfc717ded..017c263aaf439 100644
--- a/tests/aws/services/ses/test_ses.py
+++ b/tests/aws/services/ses/test_ses.py
@@ -391,6 +391,75 @@ def test_clone_receipt_rule_set(
         assert cloned_rule_set["Rules"] == original_rule_set["Rules"]
         assert [x["Name"] for x in cloned_rule_set["Rules"]] == rule_names
 
+    @markers.aws.validated
+    @pytest.mark.parametrize("notification_type", ["Bounce", "Complaint", "Delivery"])
+    @pytest.mark.parametrize("enabled", [True, False])
+    def test_set_identity_headers_in_notifications_enabled_success(
+        self, aws_client, setup_email_addresses, snapshot, notification_type, enabled
+    ):
+        """
+        Test SetIdentityHeadersInNotificationsEnabled for valid identities and notification types.
+        Also checks idempotency.
+        """
+        sender_email, _ = setup_email_addresses()
+
+        response = aws_client.ses.set_identity_headers_in_notifications_enabled(
+            Identity=sender_email,
+            NotificationType=notification_type,
+            Enabled=enabled,
+        )
+        snapshot.match(f"set-headers-{notification_type.lower()}-enabled-{enabled}", response)
+
+        # Idempotency check
+        response2 = aws_client.ses.set_identity_headers_in_notifications_enabled(
+            Identity=sender_email,
+            NotificationType=notification_type,
+            Enabled=enabled,
+        )
+        snapshot.match(
+            f"set-headers-{notification_type.lower()}-enabled-{enabled}-idempotent", response2
+        )
+
+    @markers.aws.validated
+    def test_set_identity_headers_in_notifications_enabled_failure_invalid_type(
+        self, aws_client, setup_email_addresses, snapshot
+    ):
+        """
+        Test SetIdentityHeadersInNotificationsEnabled for invalid notification types.
+        """
+        sender_email, _ = setup_email_addresses()
+        enabled = True
+        notification_type = "InvalidType"
+
+        with pytest.raises(ClientError) as exc:
+            aws_client.ses.set_identity_headers_in_notifications_enabled(
+                Identity=sender_email,
+                NotificationType=notification_type,
+                Enabled=enabled,
+            )
+        snapshot.match("set-headers-error-invalidtype", exc.value.response)
+
+    @markers.aws.validated
+    @pytest.mark.parametrize("notification_type", ["Bounce", "Complaint", "Delivery"])
+    def test_set_identity_headers_in_notifications_enabled_failure_unknown_identity(
+        self, aws_client, snapshot, notification_type
+    ):
+        """
+        Test SetIdentityHeadersInNotificationsEnabled for unknown identity.
+        """
+        enabled = True
+        unknown_email = "unknown@example.com"
+
+        with pytest.raises(ClientError) as exc:
+            aws_client.ses.set_identity_headers_in_notifications_enabled(
+                Identity=unknown_email,
+                NotificationType=notification_type,
+                Enabled=enabled,
+            )
+        snapshot.match(
+            f"set-headers-error-unknown-identity-{notification_type.lower()}", exc.value.response
+        )
+
     @markers.aws.manual_setup_required
     @markers.snapshot.skip_snapshot_verify(
         paths=[
diff --git a/tests/aws/services/ses/test_ses.snapshot.json b/tests/aws/services/ses/test_ses.snapshot.json
index 73336d13e1921..83af3b68b959e 100644
--- a/tests/aws/services/ses/test_ses.snapshot.json
+++ b/tests/aws/services/ses/test_ses.snapshot.json
@@ -915,5 +915,171 @@
         }
       }
     }
+  },
+  "tests/aws/services/ses/test_ses.py::TestSES::test_set_identity_headers_in_notifications_enabled_success[True-Bounce]": {
+    "recorded-date": "29-07-2025, 13:55:22",
+    "recorded-content": {
+      "set-headers-bounce-enabled-True": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "set-headers-bounce-enabled-True-idempotent": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/ses/test_ses.py::TestSES::test_set_identity_headers_in_notifications_enabled_success[True-Complaint]": {
+    "recorded-date": "29-07-2025, 13:55:22",
+    "recorded-content": {
+      "set-headers-complaint-enabled-True": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "set-headers-complaint-enabled-True-idempotent": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/ses/test_ses.py::TestSES::test_set_identity_headers_in_notifications_enabled_success[True-Delivery]": {
+    "recorded-date": "29-07-2025, 13:55:22",
+    "recorded-content": {
+      "set-headers-delivery-enabled-True": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "set-headers-delivery-enabled-True-idempotent": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/ses/test_ses.py::TestSES::test_set_identity_headers_in_notifications_enabled_success[False-Bounce]": {
+    "recorded-date": "29-07-2025, 13:55:22",
+    "recorded-content": {
+      "set-headers-bounce-enabled-False": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "set-headers-bounce-enabled-False-idempotent": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/ses/test_ses.py::TestSES::test_set_identity_headers_in_notifications_enabled_success[False-Complaint]": {
+    "recorded-date": "29-07-2025, 13:55:22",
+    "recorded-content": {
+      "set-headers-complaint-enabled-False": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "set-headers-complaint-enabled-False-idempotent": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/ses/test_ses.py::TestSES::test_set_identity_headers_in_notifications_enabled_success[False-Delivery]": {
+    "recorded-date": "29-07-2025, 13:55:22",
+    "recorded-content": {
+      "set-headers-delivery-enabled-False": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "set-headers-delivery-enabled-False-idempotent": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/ses/test_ses.py::TestSES::test_set_identity_headers_in_notifications_enabled_failure_invalid_type": {
+    "recorded-date": "29-07-2025, 13:55:22",
+    "recorded-content": {
+      "set-headers-error-invalidtype": {
+        "Error": {
+          "Code": "InvalidParameterValue",
+          "Message": "Invalid notification type: InvalidType. Valid values are: Bounce, Complaint, Delivery.",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/ses/test_ses.py::TestSES::test_set_identity_headers_in_notifications_enabled_failure_unknown_identity[Bounce]": {
+    "recorded-date": "29-07-2025, 13:55:22",
+    "recorded-content": {
+      "set-headers-error-unknown-identity-bounce": {
+        "Error": {
+          "Code": "MessageRejected",
+          "Message": "Identity unknown@example.com is not verified or does not exist.",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/ses/test_ses.py::TestSES::test_set_identity_headers_in_notifications_enabled_failure_unknown_identity[Complaint]": {
+    "recorded-date": "29-07-2025, 13:55:22",
+    "recorded-content": {
+      "set-headers-error-unknown-identity-complaint": {
+        "Error": {
+          "Code": "MessageRejected",
+          "Message": "Identity unknown@example.com is not verified or does not exist.",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/ses/test_ses.py::TestSES::test_set_identity_headers_in_notifications_enabled_failure_unknown_identity[Delivery]": {
+    "recorded-date": "29-07-2025, 13:55:22",
+    "recorded-content": {
+      "set-headers-error-unknown-identity-delivery": {
+        "Error": {
+          "Code": "MessageRejected",
+          "Message": "Identity unknown@example.com is not verified or does not exist.",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
   }
 }

From 2455669ac52084c9f0cc5f1477577d199c5cb61c Mon Sep 17 00:00:00 2001
From: Daniel Fangl <daniel.fangl@localstack.cloud>
Date: Fri, 1 Aug 2025 14:15:09 +0200
Subject: [PATCH 060/697] Reduce image size by properly avoiding duplicated
 java installation (#12940)

---
 .../services/stepfunctions/packages.py        | 19 ++++++++++++++-----
 1 file changed, 14 insertions(+), 5 deletions(-)

diff --git a/localstack-core/localstack/services/stepfunctions/packages.py b/localstack-core/localstack/services/stepfunctions/packages.py
index b96f7a8d775f0..e9b853682c53b 100644
--- a/localstack-core/localstack/services/stepfunctions/packages.py
+++ b/localstack-core/localstack/services/stepfunctions/packages.py
@@ -1,6 +1,6 @@
-from localstack.packages import Package, PackageInstaller
+from localstack.packages import InstallTarget, Package, PackageInstaller
 from localstack.packages.core import MavenPackageInstaller
-from localstack.packages.java import JavaInstallerMixin
+from localstack.packages.java import JavaInstallerMixin, java_package
 
 JSONATA_DEFAULT_VERSION = "0.9.7"
 JACKSON_DEFAULT_VERSION = "2.16.2"
@@ -12,9 +12,6 @@ class JSONataPackage(Package):
     def __init__(self):
         super().__init__("JSONataLibs", JSONATA_DEFAULT_VERSION)
 
-        # Match the dynamodb-local JRE version to reduce the LocalStack image size by sharing the same JRE version
-        self.java_version = "21"
-
     def get_versions(self) -> list[str]:
         return list(JSONATA_JACKSON_VERSION_STORE.keys())
 
@@ -25,6 +22,10 @@ def _get_installer(self, version: str) -> PackageInstaller:
 class JSONataPackageInstaller(JavaInstallerMixin, MavenPackageInstaller):
     def __init__(self, version: str):
         jackson_version = JSONATA_JACKSON_VERSION_STORE[version]
+
+        # Match the dynamodb-local JRE version to reduce the LocalStack image size by sharing the same JRE version
+        self.java_version = "21"
+
         super().__init__(
             f"pkg:maven/com.dashjoin/jsonata@{version}",
             # jackson-databind is imported in jsonata.py as "from com.fasterxml.jackson.databind import ObjectMapper"
@@ -35,5 +36,13 @@ def __init__(self, version: str):
             f"pkg:maven/com.fasterxml.jackson.core/jackson-databind@{jackson_version}",
         )
 
+    def _prepare_installation(self, target: InstallTarget) -> None:
+        # override to install correct java version
+        java_package.get_installer(self.java_version).install(target)
+
+    def get_java_home(self) -> str | None:
+        """Override to use the specific Java version"""
+        return java_package.get_installer(self.java_version).get_java_home()
+
 
 jpype_jsonata_package = JSONataPackage()

From f5d850dd8495603c2d81ed3f1a8c170d733adf1f Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Cristopher=20Pinz=C3=B3n?=
 <18080804+pinzon@users.noreply.github.com>
Date: Fri, 1 Aug 2025 09:00:09 -0500
Subject: [PATCH 061/697] merge CFn V1 and CFnV2 tests (#12944)

Co-authored-by: Simon Walker <simon.walker@localstack.cloud>
---
 .github/workflows/aws-tests.yml               |    8 +-
 .github/workflows/tests-pro-integration.yml   |    2 +-
 .../localstack/utils/collections.py           |   14 +
 tests/aws/services/cloudformation/__init__.py |    0
 .../services/cloudformation/api/__init__.py   |    0
 .../cloudformation/api/test_changesets.py     |   43 +-
 .../api/test_changesets.snapshot.json         |   15 +
 .../cloudformation/api/test_nested_stacks.py  |    2 +
 .../ported_from_v1 => }/api/test_resources.py |    5 +-
 .../api/test_resources.snapshot.json          |    6 +-
 .../api/test_resources.validation.json        |    0
 .../cloudformation/api/test_stacks.py         |   68 +-
 .../api/test_stacks.snapshot.json             |    6 +
 .../api/test_stacks.validation.json           |    9 +
 .../cloudformation/api/test_transformers.py   |    9 +
 .../cloudformation/api/test_update_stack.py   |    2 +
 tests/aws/services/cloudformation/conftest.py |   22 +
 .../cloudformation/engine/__init__.py         |    0
 .../cloudformation/engine/test_conditions.py  |   11 +-
 .../cloudformation/engine/test_mappings.py    |    3 +
 .../cloudformation/engine/test_references.py  |    2 +
 .../resource_providers/__init__.py            |    0
 .../resource_providers/ec2/__init__.py        |    0
 .../ec2/aws_ec2_networkacl/__init__.py        |    0
 ...t_ec2.py => test_ec2_resource_provider.py} |    2 +
 ... test_ec2_resource_provider.snapshot.json} |    8 +-
 ...est_ec2_resource_provider.validation.json} |    8 +-
 .../resource_providers/iam/__init__.py        |    0
 .../iam/aws_iam_user/__init__.py              |    0
 .../{test_basic.py => test_basic_user.py}     |    0
 ...hot.json => test_basic_user.snapshot.json} |    8 +-
 ...n.json => test_basic_user.validation.json} |    8 +-
 .../iam/aws_iam_user/test_parity.py           |    2 +
 .../resource_providers/iam/test_iam.py        |    2 +
 .../iam/test_iam.validation.json              |    8 +-
 .../resource_providers/opensearch/__init__.py |    0
 .../scheduler/templates/__init__.py           |    0
 .../resource_providers/ssm/__init__.py        |    0
 .../cloudformation/resources/__init__.py      |    0
 .../resources/test_apigateway.py              |   32 +-
 .../cloudformation/resources/test_cdk.py      |    2 +
 .../cloudformation/resources/test_dynamodb.py |    2 +-
 .../cloudformation/resources/test_events.py   |    3 +
 .../cloudformation/resources/test_lambda.py   |    3 +
 .../resources/test_secretsmanager.py          |    2 +
 .../cloudformation/resources/test_sns.py      |    2 +
 .../cloudformation/resources/test_ssm.py      |    2 +
 .../resources/test_stack_sets.py              |   49 +-
 .../resources/test_stack_sets.snapshot.json   |    7 +
 .../resources/test_stack_sets.validation.json |    9 +
 .../resources/test_stepfunctions.py           |    4 +
 .../{v2 => }/test_change_set_conditions.py    |   18 +-
 .../test_change_set_conditions.snapshot.json  |    8 +-
 ...test_change_set_conditions.validation.json |   14 +
 .../{v2 => }/test_change_set_depends_on.py    |    8 +-
 .../test_change_set_depends_on.snapshot.json  |    8 +-
 ...test_change_set_depends_on.validation.json |   14 +
 .../{v2 => }/test_change_set_fn_base64.py     |    8 +-
 .../test_change_set_fn_base64.snapshot.json   |    6 +-
 .../test_change_set_fn_base64.validation.json |    6 +-
 .../{v2 => }/test_change_set_fn_get_attr.py   |    7 +-
 .../test_change_set_fn_get_attr.snapshot.json |   12 +-
 ...est_change_set_fn_get_attr.validation.json |   20 +
 .../{v2 => }/test_change_set_fn_join.py       |    8 +-
 .../test_change_set_fn_join.snapshot.json     |   12 +-
 .../test_change_set_fn_join.validation.json   |   20 +
 .../{v2 => }/test_change_set_fn_select.py     |    8 +-
 .../test_change_set_fn_select.snapshot.json   |   14 +-
 .../test_change_set_fn_select.validation.json |   20 +
 .../{v2 => }/test_change_set_fn_split.py      |    8 +-
 .../test_change_set_fn_split.snapshot.json    |   12 +-
 .../test_change_set_fn_split.validation.json  |   20 +
 .../{v2 => }/test_change_set_fn_sub.py        |    8 +-
 .../test_change_set_fn_sub.snapshot.json      |   18 +-
 .../test_change_set_fn_sub.validation.json    |   29 +
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 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_cloudformation.py
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_cloudformation.snapshot.json
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_cloudformation.validation.json
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_cloudwatch.py
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_cloudwatch.snapshot.json
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_cloudwatch.validation.json
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_dynamodb.py
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_dynamodb.snapshot.json
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_dynamodb.validation.json
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_ec2.py
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_ec2.snapshot.json
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_ec2.validation.json
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_elasticsearch.py
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_elasticsearch.snapshot.json
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_elasticsearch.validation.json
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_events.py
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_events.snapshot.json
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_events.validation.json
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_firehose.py
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_firehose.snapshot.json
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_firehose.validation.json
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_integration.py
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_integration.validation.json
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_kinesis.py
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_kinesis.snapshot.json
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_kinesis.validation.json
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_kms.py
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_kms.snapshot.json
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_kms.validation.json
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_lambda.py
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_lambda.snapshot.json
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_lambda.validation.json
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_logs.py
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_logs.snapshot.json
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_logs.validation.json
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_opensearch.py
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_opensearch.snapshot.json
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_opensearch.validation.json
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_redshift.py
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_redshift.validation.json
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_resource_groups.py
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_resource_groups.snapshot.json
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_resource_groups.validation.json
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_route53.py
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_route53.snapshot.json
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_route53.validation.json
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_s3.py
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_s3.snapshot.json
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_s3.validation.json
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_sam.py
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_sam.snapshot.json
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_sam.validation.json
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_secretsmanager.py
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_secretsmanager.snapshot.json
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_secretsmanager.validation.json
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_sns.py
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_sns.snapshot.json
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_sns.validation.json
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_sqs.py
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_sqs.snapshot.json
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_sqs.validation.json
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_ssm.py
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_ssm.snapshot.json
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_ssm.validation.json
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_stack_sets.py
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_stack_sets.snapshot.json
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_stack_sets.validation.json
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_stepfunctions.py
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_stepfunctions.snapshot.json
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_stepfunctions.validation.json
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.py
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.snapshot.json
 delete mode 100644 tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.validation.json
 delete mode 100644 tests/aws/services/cloudformation/v2/test_change_set_conditions.validation.json
 delete mode 100644 tests/aws/services/cloudformation/v2/test_change_set_depends_on.validation.json
 delete mode 100644 tests/aws/services/cloudformation/v2/test_change_set_fn_get_attr.validation.json
 delete mode 100644 tests/aws/services/cloudformation/v2/test_change_set_fn_join.validation.json
 delete mode 100644 tests/aws/services/cloudformation/v2/test_change_set_fn_select.validation.json
 delete mode 100644 tests/aws/services/cloudformation/v2/test_change_set_fn_split.validation.json
 delete mode 100644 tests/aws/services/cloudformation/v2/test_change_set_fn_sub.validation.json
 delete mode 100644 tests/aws/services/cloudformation/v2/test_change_set_mappings.validation.json
 delete mode 100644 tests/aws/services/cloudformation/v2/test_change_set_parameters.validation.json
 delete mode 100644 tests/aws/services/cloudformation/v2/test_change_set_ref.validation.json
 delete mode 100644 tests/aws/services/cloudformation/v2/test_change_set_values.validation.json

diff --git a/.github/workflows/aws-tests.yml b/.github/workflows/aws-tests.yml
index 6bb60c7be4a31..da60eca2b8d8d 100644
--- a/.github/workflows/aws-tests.yml
+++ b/.github/workflows/aws-tests.yml
@@ -267,7 +267,7 @@ jobs:
             events-v1:
                - 'tests/aws/services/events/**'
             cloudformation-v2:
-               - 'tests/aws/services/cloudformation/v2/**'
+               - 'tests/aws/services/cloudformation/**'
 
       - name: Run Unit Tests
         timeout-minutes: 8
@@ -394,7 +394,7 @@ jobs:
         env:
           # add the GitHub API token to avoid rate limit issues
           GITHUB_API_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-          PYTEST_ARGS: "${{ env.TINYBIRD_PYTEST_ARGS }}${{ env.TESTSELECTION_PYTEST_ARGS }} --splits 4 --group ${{ matrix.group }} --store-durations --clean-durations --ignore=tests/unit/ --ignore=tests/bootstrap --ignore=tests/aws/services/cloudformation/v2"
+          PYTEST_ARGS: "${{ env.TINYBIRD_PYTEST_ARGS }}${{ env.TESTSELECTION_PYTEST_ARGS }} --splits 4 --group ${{ matrix.group }} --store-durations --clean-durations --ignore=tests/unit/ --ignore=tests/bootstrap"
           COVERAGE_FILE: "target/.coverage.integration-${{ env.PLATFORM }}-${{ matrix.group }}"
           JUNIT_REPORTS_FILE: "target/pytest-junit-integration-${{ env.PLATFORM }}-${{ matrix.group }}.xml"
           DOCKERHUB_USERNAME: ${{ secrets.DOCKERHUB_PULL_USERNAME }}
@@ -822,11 +822,11 @@ jobs:
           path: dist/testselection/
 
       - name: Run CloudFormation Engine v2 Tests
-        timeout-minutes: 30
+        timeout-minutes: 60
         env:
           # add the GitHub API token to avoid rate limit issues
           GITHUB_API_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-          TEST_PATH: "tests/aws/services/cloudformation/v2"
+          TEST_PATH: "tests/aws/services/cloudformation"
           PYTEST_ARGS: "${{ env.TINYBIRD_PYTEST_ARGS }}${{ env.TESTSELECTION_PYTEST_ARGS }} --reruns 3 -o junit_suite_name='cloudformation_v2'"
           PROVIDER_OVERRIDE_CLOUDFORMATION: "engine-v2"
         run: make test-coverage
diff --git a/.github/workflows/tests-pro-integration.yml b/.github/workflows/tests-pro-integration.yml
index d97f74beab71c..92e8eb09e8d57 100644
--- a/.github/workflows/tests-pro-integration.yml
+++ b/.github/workflows/tests-pro-integration.yml
@@ -339,7 +339,7 @@ jobs:
           AWS_DEFAULT_REGION: "us-east-1"
           JUNIT_REPORTS_FILE: "pytest-junit-community-${{ matrix.group }}.xml"
           TEST_PATH: "../../localstack/tests/aws/"  # TODO: run tests in tests/integration
-          PYTEST_ARGS: "${{ env.TINYBIRD_PYTEST_ARGS }}${{ env.TESTSELECTION_PYTEST_ARGS }}--splits ${{ strategy.job-total }} --group ${{ matrix.group }} --durations-path ../../localstack/.test_durations --store-durations --ignore ../../localstack/tests/aws/services/cloudformation/v2"
+          PYTEST_ARGS: "${{ env.TINYBIRD_PYTEST_ARGS }}${{ env.TESTSELECTION_PYTEST_ARGS }}--splits ${{ strategy.job-total }} --group ${{ matrix.group }} --durations-path ../../localstack/.test_durations --store-durations"
         working-directory: localstack-pro
         run: |
           # Remove the host tmp folder (might contain remnant files with different permissions)
diff --git a/localstack-core/localstack/utils/collections.py b/localstack-core/localstack/utils/collections.py
index 41860cd9a190c..9f08cfec33fd1 100644
--- a/localstack-core/localstack/utils/collections.py
+++ b/localstack-core/localstack/utils/collections.py
@@ -534,3 +534,17 @@ def is_comma_delimited_list(string: str, item_regex: Optional[str] = None) -> bo
     if pattern.match(string) is None:
         return False
     return True
+
+
+_E = TypeVar("_E")
+
+
+def optional_list(condition: bool, items: Iterable[_E]) -> list[_E]:
+    """
+    Given an iterable, either create a list out of the entire iterable (if `condition` is `True`), or return the empty list.
+    >>> print(optional_list(True, [1, 2, 3]))
+    [1, 2, 3]
+    >>> print(optional_list(False, [1, 2, 3]))
+    []
+    """
+    return list(filter(lambda _: condition, items))
diff --git a/tests/aws/services/cloudformation/__init__.py b/tests/aws/services/cloudformation/__init__.py
deleted file mode 100644
index e69de29bb2d1d..0000000000000
diff --git a/tests/aws/services/cloudformation/api/__init__.py b/tests/aws/services/cloudformation/api/__init__.py
deleted file mode 100644
index e69de29bb2d1d..0000000000000
diff --git a/tests/aws/services/cloudformation/api/test_changesets.py b/tests/aws/services/cloudformation/api/test_changesets.py
index 1f397310f5d21..90d43956999fd 100644
--- a/tests/aws/services/cloudformation/api/test_changesets.py
+++ b/tests/aws/services/cloudformation/api/test_changesets.py
@@ -4,9 +4,15 @@
 
 import pytest
 from botocore.exceptions import ClientError
+from tests.aws.services.cloudformation.api.test_stacks import (
+    MINIMAL_TEMPLATE,
+)
+from tests.aws.services.cloudformation.conftest import (
+    skip_if_v2_provider,
+    skipped_v2_items,
+)
 
 from localstack.aws.connect import ServiceLevelClientFactory
-from localstack.services.cloudformation.v2.utils import is_v2_engine
 from localstack.testing.aws.cloudformation_utils import (
     load_template_file,
     load_template_raw,
@@ -16,9 +22,6 @@
 from localstack.testing.pytest import markers
 from localstack.utils.strings import short_uid
 from localstack.utils.sync import ShortCircuitWaitException, poll_condition, wait_until
-from tests.aws.services.cloudformation.api.test_stacks import (
-    MINIMAL_TEMPLATE,
-)
 
 
 class TestUpdates:
@@ -62,9 +65,6 @@ def test_simple_update_single_resource(
 
         res.destroy()
 
-    @pytest.mark.skipif(
-        condition=not is_v2_engine() and not is_aws_cloud(), reason="Not working in v2 yet"
-    )
     @markers.aws.validated
     def test_simple_update_two_resources(
         self, aws_client: ServiceLevelClientFactory, deploy_cfn_template
@@ -111,9 +111,6 @@ def test_simple_update_two_resources(
     # TODO: the error response is incorrect, however the test is otherwise validated and raises
     #  an error because the SSM parameter has been deleted (removed from the stack).
     @markers.snapshot.skip_snapshot_verify(paths=["$..Error.Message", "$..message"])
-    @pytest.mark.skipif(
-        condition=not is_v2_engine() and not is_aws_cloud(), reason="Test fails with the old engine"
-    )
     def test_deleting_resource(
         self, aws_client: ServiceLevelClientFactory, deploy_cfn_template, snapshot
     ):
@@ -285,11 +282,11 @@ def test_create_change_set_update_without_parameters(
         cleanup_stacks(stacks=[stack_id])
 
 
-# def test_create_change_set_with_template_url():
-#     pass
-
-
-@pytest.mark.skipif(condition=not is_aws_cloud(), reason="change set type not implemented")
+# TODO: Key error during deletion
+#   File "/Users/simon/work/localstack/localstack/localstack-core/localstack/services/cloudformation/v2/provider.py", line 162, in find_change_set_v2
+#     return state.change_sets[change_set_name]
+#            ~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^
+# KeyError: 'arn:aws:cloudformation:us-east-1:000000000000:changeSet/change-set-926829fe/d065e78c'
 @markers.aws.validated
 def test_create_change_set_create_existing(cleanup_changesets, cleanup_stacks, aws_client):
     """tries to create an already existing stack"""
@@ -389,6 +386,7 @@ def test_create_change_set_missing_stackname(aws_client):
         )
 
 
+@skip_if_v2_provider(reason="CFNV2:Resolve")
 @markers.aws.validated
 def test_create_change_set_with_ssm_parameter(
     cleanup_changesets,
@@ -612,6 +610,7 @@ def delete(suppress_exception: bool = False):
     deploy()
 
 
+@skip_if_v2_provider(reason="CFNV2:Metadata, CFNV2:Other")
 @markers.aws.validated
 def test_create_and_then_remove_non_supported_resource_change_set(deploy_cfn_template):
     # first deploy cfn with a CodeArtifact resource that is not actually supported
@@ -763,6 +762,10 @@ def assert_bucket_gone():
         "$..IncludeNestedStacks",
         "$..Parameters",
     ]
+    + skipped_v2_items(
+        "$..Changes..ResourceChange.Details",
+        "$..Changes..ResourceChange.Scope",
+    )
 )
 @markers.aws.validated
 def test_empty_changeset(snapshot, cleanups, aws_client):
@@ -844,6 +847,7 @@ def _check_changeset_success():
     snapshot.match("error_execute_failed", e.value)
 
 
+@skip_if_v2_provider(reason="CFNV2:DeleteChangeSet")
 @markers.aws.validated
 def test_deleted_changeset(snapshot, cleanups, aws_client):
     """simple case verifying that proper exception is thrown when trying to get a deleted changeset"""
@@ -967,6 +971,10 @@ def test_create_while_in_review(aws_client, snapshot, cleanups):
 
 @markers.snapshot.skip_snapshot_verify(
     paths=["$..Capabilities", "$..IncludeNestedStacks", "$..NotificationARNs", "$..Parameters"]
+    + skipped_v2_items(
+        "$..Changes..ResourceChange.Details",
+        "$..Changes..ResourceChange.Scope",
+    )
 )
 @markers.aws.validated
 def test_multiple_create_changeset(aws_client, snapshot, cleanups):
@@ -1003,6 +1011,7 @@ def test_multiple_create_changeset(aws_client, snapshot, cleanups):
     )
 
 
+@skip_if_v2_provider(reason="CFNV2:DescribeStacks")
 @markers.snapshot.skip_snapshot_verify(paths=["$..LastUpdatedTime", "$..StackStatusReason"])
 @markers.aws.validated
 def test_create_changeset_with_stack_id(aws_client, snapshot, cleanups):
@@ -1085,6 +1094,10 @@ def test_create_changeset_with_stack_id(aws_client, snapshot, cleanups):
         "$..StatusReason",
         "$..StackStatusReason",
     ]
+    + skipped_v2_items(
+        "$..Changes..ResourceChange.Details",
+        "$..Changes..ResourceChange.Scope",
+    ),
 )
 @markers.aws.validated
 def test_name_conflicts(aws_client, snapshot, cleanups):
diff --git a/tests/aws/services/cloudformation/api/test_changesets.snapshot.json b/tests/aws/services/cloudformation/api/test_changesets.snapshot.json
index 58d492c1180cc..cd9d360d422fe 100644
--- a/tests/aws/services/cloudformation/api/test_changesets.snapshot.json
+++ b/tests/aws/services/cloudformation/api/test_changesets.snapshot.json
@@ -498,5 +498,20 @@
         }
       }
     }
+  },
+  "tests/aws/services/cloudformation/api/test_changesets.py::TestUpdates::test_deleting_resource": {
+    "recorded-date": "02-06-2025, 10:29:41",
+    "recorded-content": {
+      "get-parameter-error": {
+        "Error": {
+          "Code": "ParameterNotFound",
+          "Message": ""
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/cloudformation/api/test_nested_stacks.py b/tests/aws/services/cloudformation/api/test_nested_stacks.py
index f6b622bc65fd0..e09745f9ced23 100644
--- a/tests/aws/services/cloudformation/api/test_nested_stacks.py
+++ b/tests/aws/services/cloudformation/api/test_nested_stacks.py
@@ -2,6 +2,7 @@
 
 import pytest
 from botocore.exceptions import ClientError, WaiterError
+from tests.aws.services.cloudformation.conftest import skip_if_v2_provider
 
 from localstack import config
 from localstack.testing.aws.util import is_aws_cloud
@@ -294,6 +295,7 @@ def test_nested_stacks_conditions(deploy_cfn_template, s3_create_bucket, aws_cli
     assert ":" not in nested_stack["Stacks"][0]["StackName"]
 
 
+@skip_if_v2_provider(reason="CFNV2:Deletion")
 @markers.aws.validated
 def test_deletion_of_failed_nested_stack(s3_create_bucket, aws_client, region_name, snapshot):
     """
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_resources.py b/tests/aws/services/cloudformation/api/test_resources.py
similarity index 85%
rename from tests/aws/services/cloudformation/v2/ported_from_v1/api/test_resources.py
rename to tests/aws/services/cloudformation/api/test_resources.py
index ee6f8e960568a..5afeebbf25c59 100644
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_resources.py
+++ b/tests/aws/services/cloudformation/api/test_resources.py
@@ -3,10 +3,12 @@
 
 import pytest
 from botocore.exceptions import ClientError
+from tests.aws.services.cloudformation.conftest import skip_if_v1_provider
 
 from localstack.testing.pytest import markers
 
 
+@skip_if_v1_provider(reason="Not implemented for v1")
 @markers.aws.validated
 def test_describe_non_existent_stack(aws_client, deploy_cfn_template, snapshot):
     with pytest.raises(ClientError) as err:
@@ -20,7 +22,7 @@ def test_describe_non_existent_stack(aws_client, deploy_cfn_template, snapshot):
 @markers.aws.validated
 def test_describe_non_existent_resource(aws_client, deploy_cfn_template, snapshot):
     template_path = os.path.join(
-        os.path.dirname(__file__), "../../../../../templates/ssm_parameter_defaultname.yaml"
+        os.path.dirname(__file__), "../../../templates/ssm_parameter_defaultname.yaml"
     )
     stack = deploy_cfn_template(template_path=template_path, parameters={"Input": "myvalue"})
     snapshot.add_transformer(snapshot.transform.regex(stack.stack_id, "<stack-id>"))
@@ -33,6 +35,7 @@ def test_describe_non_existent_resource(aws_client, deploy_cfn_template, snapsho
     snapshot.match("error", err.value)
 
 
+@skip_if_v1_provider(reason="Not implemented for v1")
 @markers.aws.validated
 def test_invalid_logical_resource_id(deploy_cfn_template, snapshot):
     template = {
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_resources.snapshot.json b/tests/aws/services/cloudformation/api/test_resources.snapshot.json
similarity index 67%
rename from tests/aws/services/cloudformation/v2/ported_from_v1/api/test_resources.snapshot.json
rename to tests/aws/services/cloudformation/api/test_resources.snapshot.json
index 6c6ec67947625..7bf7bc35886b5 100644
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_resources.snapshot.json
+++ b/tests/aws/services/cloudformation/api/test_resources.snapshot.json
@@ -1,17 +1,17 @@
 {
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_resources.py::test_describe_non_existent_resource": {
+  "tests/aws/services/cloudformation/api/test_resources.py::test_describe_non_existent_resource": {
     "recorded-date": "25-07-2025, 22:01:35",
     "recorded-content": {
       "error": "An error occurred (ValidationError) when calling the DescribeStackResource operation: Resource not-a-valid-resource does not exist for stack <stack-id>"
     }
   },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_resources.py::test_describe_non_existent_stack": {
+  "tests/aws/services/cloudformation/api/test_resources.py::test_describe_non_existent_stack": {
     "recorded-date": "25-07-2025, 22:02:38",
     "recorded-content": {
       "error": "An error occurred (ValidationError) when calling the DescribeStackResource operation: Stack 'not-a-valid-stack' does not exist"
     }
   },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_resources.py::test_invalid_logical_resource_id": {
+  "tests/aws/services/cloudformation/api/test_resources.py::test_invalid_logical_resource_id": {
     "recorded-date": "25-07-2025, 22:21:31",
     "recorded-content": {
       "error": "An error occurred (ValidationError) when calling the CreateChangeSet operation: Template format error: Resource name my-bad-resource-id is non alphanumeric."
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_resources.validation.json b/tests/aws/services/cloudformation/api/test_resources.validation.json
similarity index 100%
rename from tests/aws/services/cloudformation/v2/ported_from_v1/api/test_resources.validation.json
rename to tests/aws/services/cloudformation/api/test_resources.validation.json
diff --git a/tests/aws/services/cloudformation/api/test_stacks.py b/tests/aws/services/cloudformation/api/test_stacks.py
index 34aaa73a9308e..81dd5e9d09868 100644
--- a/tests/aws/services/cloudformation/api/test_stacks.py
+++ b/tests/aws/services/cloudformation/api/test_stacks.py
@@ -6,8 +6,13 @@
 import botocore.exceptions
 import pytest
 import yaml
-from botocore.exceptions import WaiterError
+from botocore.exceptions import ClientError, WaiterError
 from localstack_snapshot.snapshots.transformer import SortingTransformer
+from tests.aws.services.cloudformation.conftest import (
+    skip_if_v1_provider,
+    skip_if_v2_provider,
+    skipped_v2_items,
+)
 
 from localstack.aws.api.cloudformation import Capability
 from localstack.services.cloudformation.engine.entities import StackIdentifier
@@ -20,8 +25,12 @@
 
 
 class TestStacksApi:
+    @skip_if_v2_provider(reason="CFNV2:DescribeStacks")
     @markers.snapshot.skip_snapshot_verify(
         paths=["$..ChangeSetId", "$..EnableTerminationProtection"]
+        + skipped_v2_items(
+            "$..Parameters",
+        ),
     )
     @markers.aws.validated
     def test_stack_lifecycle(self, deploy_cfn_template, snapshot, aws_client):
@@ -69,6 +78,7 @@ def test_stack_lifecycle(self, deploy_cfn_template, snapshot, aws_client):
         assert "DeletionTime" in deleted
         snapshot.match("deleted", deleted)
 
+    @skip_if_v2_provider(reason="CFNV2:DescribeStacks")
     @markers.aws.validated
     def test_stack_description_special_chars(self, deploy_cfn_template, snapshot, aws_client):
         snapshot.add_transformer(snapshot.transform.cloudformation_api())
@@ -208,45 +218,7 @@ def test_stack_update_resources(
         resources = aws_client.cloudformation.describe_stack_resources(StackName=stack_name)
         snapshot.match("stack_resources", resources)
 
-    @markers.aws.needs_fixing
-    def test_list_stack_resources_for_removed_resource(self, deploy_cfn_template, aws_client):
-        template_path = os.path.join(
-            os.path.dirname(__file__), "../../../templates/eventbridge_policy.yaml"
-        )
-        event_bus_name = f"bus-{short_uid()}"
-        stack = deploy_cfn_template(
-            template_path=template_path,
-            parameters={"EventBusName": event_bus_name},
-        )
-
-        resources = aws_client.cloudformation.list_stack_resources(StackName=stack.stack_name)[
-            "StackResourceSummaries"
-        ]
-        resources_before = len(resources)
-        assert resources_before == 3
-        statuses = {res["ResourceStatus"] for res in resources}
-        assert statuses == {"CREATE_COMPLETE"}
-
-        # remove one resource from the template, then update stack (via change set)
-        template_dict = parse_yaml(load_file(template_path))
-        template_dict["Resources"].pop("eventPolicy2")
-        template2 = yaml.dump(template_dict)
-
-        deploy_cfn_template(
-            stack_name=stack.stack_name,
-            is_update=True,
-            template=template2,
-            parameters={"EventBusName": event_bus_name},
-        )
-
-        # get list of stack resources, again - make sure that deleted resource is not contained in result
-        resources = aws_client.cloudformation.list_stack_resources(StackName=stack.stack_name)[
-            "StackResourceSummaries"
-        ]
-        assert len(resources) == resources_before - 1
-        statuses = {res["ResourceStatus"] for res in resources}
-        assert statuses == {"UPDATE_COMPLETE"}
-
+    @skip_if_v2_provider(reason="CFNV2:Validation")
     @markers.aws.validated
     def test_update_stack_with_same_template_withoutchange(
         self, deploy_cfn_template, aws_client, snapshot
@@ -266,6 +238,7 @@ def test_update_stack_with_same_template_withoutchange(
 
         snapshot.match("no_change_exception", ctx.value.response)
 
+    @skip_if_v2_provider(reason="CFNV2:Validation")
     @markers.aws.validated
     def test_update_stack_with_same_template_withoutchange_transformation(
         self, deploy_cfn_template, aws_client
@@ -730,6 +703,7 @@ def test_blocked_stack_deletion(aws_client, cleanups, snapshot):
 """
 
 
+@skip_if_v2_provider(reason="CFNV2:Validation")
 @markers.snapshot.skip_snapshot_verify(
     paths=["$..EnableTerminationProtection", "$..LastUpdatedTime"]
 )
@@ -838,6 +812,7 @@ def test_describe_stack_events_errors(aws_client, snapshot):
 TEMPLATE_ORDER_CASES = list(permutations(["A", "B", "C"]))
 
 
+@skip_if_v2_provider(reason="CFNV2:Other stack events")
 @markers.aws.validated
 @markers.snapshot.skip_snapshot_verify(
     paths=[
@@ -922,6 +897,7 @@ def test_stack_deploy_order(deploy_cfn_template, aws_client, snapshot, deploy_or
     snapshot.match("events", filtered_events)
 
 
+@skip_if_v2_provider(reason="CFNV2:DescribeStack")
 @markers.snapshot.skip_snapshot_verify(
     paths=[
         # TODO: this property is present in the response from LocalStack when
@@ -1072,9 +1048,21 @@ def test_stack_resource_not_found(deploy_cfn_template, aws_client, snapshot):
 
 
 @markers.aws.validated
+@skip_if_v2_provider(reason="Error message does not match")
 def test_non_existing_stack_message(aws_client, snapshot):
     with pytest.raises(botocore.exceptions.ClientError) as ex:
         aws_client.cloudformation.describe_stacks(StackName="non-existing")
 
     snapshot.add_transformer(snapshot.transform.regex("non-existing", "<stack-name>"))
     snapshot.match("Error", ex.value.response)
+
+
+@skip_if_v1_provider(reason="Not implemented for V1 provider")
+@markers.aws.validated
+def test_no_parameters_given(aws_client, deploy_cfn_template, snapshot):
+    template_path = os.path.join(
+        os.path.dirname(__file__), "../../../templates/ssm_parameter_defaultname.yaml"
+    )
+    with pytest.raises(ClientError) as exc_info:
+        deploy_cfn_template(template_path=template_path)
+    snapshot.match("deploy-error", exc_info.value)
diff --git a/tests/aws/services/cloudformation/api/test_stacks.snapshot.json b/tests/aws/services/cloudformation/api/test_stacks.snapshot.json
index d10231e8c25db..56c4029670057 100644
--- a/tests/aws/services/cloudformation/api/test_stacks.snapshot.json
+++ b/tests/aws/services/cloudformation/api/test_stacks.snapshot.json
@@ -2287,6 +2287,12 @@
       }
     }
   },
+  "tests/aws/services/cloudformation/api/test_stacks.py::test_no_parameters_given": {
+    "recorded-date": "31-07-2025, 16:12:14",
+    "recorded-content": {
+      "deploy-error": "An error occurred (ValidationError) when calling the CreateChangeSet operation: Parameters: [Input] must have values"
+    }
+  },
   "tests/aws/services/cloudformation/api/test_stacks.py::test_non_existing_stack_message": {
     "recorded-date": "21-07-2025, 18:00:27",
     "recorded-content": {
diff --git a/tests/aws/services/cloudformation/api/test_stacks.validation.json b/tests/aws/services/cloudformation/api/test_stacks.validation.json
index 0e4cdb10c6e1c..c17a5ecf8070f 100644
--- a/tests/aws/services/cloudformation/api/test_stacks.validation.json
+++ b/tests/aws/services/cloudformation/api/test_stacks.validation.json
@@ -62,6 +62,15 @@
   "tests/aws/services/cloudformation/api/test_stacks.py::test_no_echo_parameter": {
     "last_validated_date": "2024-12-19T11:35:15+00:00"
   },
+  "tests/aws/services/cloudformation/api/test_stacks.py::test_no_parameters_given": {
+    "last_validated_date": "2025-07-31T16:12:14+00:00",
+    "durations_in_seconds": {
+      "setup": 1.85,
+      "call": 0.32,
+      "teardown": 0.0,
+      "total": 2.17
+    }
+  },
   "tests/aws/services/cloudformation/api/test_stacks.py::test_non_existing_stack_message": {
     "last_validated_date": "2025-07-21T18:00:27+00:00",
     "durations_in_seconds": {
diff --git a/tests/aws/services/cloudformation/api/test_transformers.py b/tests/aws/services/cloudformation/api/test_transformers.py
index 568b260c407f5..9789e7b9770e4 100644
--- a/tests/aws/services/cloudformation/api/test_transformers.py
+++ b/tests/aws/services/cloudformation/api/test_transformers.py
@@ -6,6 +6,7 @@
 import pytest
 from botocore.exceptions import WaiterError
 from localstack_snapshot.snapshots.transformer import SortingTransformer
+from tests.aws.services.cloudformation.conftest import skip_if_v2_provider
 
 from localstack.aws.connect import ServiceLevelClientFactory
 from localstack.testing.pytest import markers
@@ -71,6 +72,12 @@ def test_duplicate_resources(deploy_cfn_template, s3_bucket, snapshot, aws_clien
     snapshot.match("api-resources", resources)
 
 
+@skip_if_v2_provider(
+    reason=(
+        "CFNV2:AWS::Include the transformation is run however the "
+        "physical resource id for the resource is not available"
+    )
+)
 @markers.aws.validated
 def test_transformer_property_level(deploy_cfn_template, s3_bucket, aws_client, snapshot):
     api_spec = textwrap.dedent("""
@@ -123,6 +130,7 @@ def test_transformer_property_level(deploy_cfn_template, s3_bucket, aws_client,
     snapshot.match("processed_template", processed_template)
 
 
+@skip_if_v2_provider(reason="CFNV2:Transform")
 @markers.aws.validated
 def test_transformer_individual_resource_level(deploy_cfn_template, s3_bucket, aws_client):
     api_spec = textwrap.dedent("""
@@ -214,6 +222,7 @@ def transform(template: str, parameters: dict[str, str] | None = None) -> Transf
         call_safe(lambda: aws_client.cloudformation.delete_stack(StackName=stack_id))
 
 
+@skip_if_v2_provider(reason="CFNV2:LanguageExtensions")
 class TestLanguageExtensionsTransform:
     """
     Manual testing of the language extensions trasnform
diff --git a/tests/aws/services/cloudformation/api/test_update_stack.py b/tests/aws/services/cloudformation/api/test_update_stack.py
index fedd7e30516c6..c688f5d3d02ac 100644
--- a/tests/aws/services/cloudformation/api/test_update_stack.py
+++ b/tests/aws/services/cloudformation/api/test_update_stack.py
@@ -5,6 +5,7 @@
 import botocore.errorfactory
 import botocore.exceptions
 import pytest
+from tests.aws.services.cloudformation.conftest import skip_if_v2_provider
 
 from localstack.testing.pytest import markers
 from localstack.utils.files import load_file
@@ -254,6 +255,7 @@ def test_no_parameters_update(deploy_cfn_template, aws_client):
     aws_client.cloudformation.get_waiter("stack_update_complete").wait(StackName=stack.stack_name)
 
 
+@skip_if_v2_provider(reason="CFNV2:UpdateStack")
 @markers.aws.validated
 def test_update_with_previous_parameter_value(deploy_cfn_template, snapshot, aws_client):
     stack = deploy_cfn_template(
diff --git a/tests/aws/services/cloudformation/conftest.py b/tests/aws/services/cloudformation/conftest.py
new file mode 100644
index 0000000000000..a34c1facd39ee
--- /dev/null
+++ b/tests/aws/services/cloudformation/conftest.py
@@ -0,0 +1,22 @@
+from typing import Iterable, TypeVar
+
+import pytest
+
+from localstack.services.cloudformation.v2.utils import is_v2_engine
+from localstack.testing.aws.util import is_aws_cloud
+from localstack.utils.collections import optional_list
+
+
+def skip_if_v2_provider(reason: str):
+    return pytest.mark.skipif(condition=is_v2_engine() and not is_aws_cloud(), reason=reason)
+
+
+def skip_if_v1_provider(*, reason: str):
+    return pytest.mark.skipif(condition=not is_v2_engine() and not is_aws_cloud(), reason=reason)
+
+
+_T = TypeVar("_T")
+
+
+def skipped_v2_items(*items: Iterable[_T]) -> list[_T]:
+    return optional_list(is_v2_engine(), items)
diff --git a/tests/aws/services/cloudformation/engine/__init__.py b/tests/aws/services/cloudformation/engine/__init__.py
deleted file mode 100644
index e69de29bb2d1d..0000000000000
diff --git a/tests/aws/services/cloudformation/engine/test_conditions.py b/tests/aws/services/cloudformation/engine/test_conditions.py
index 3bd8990172946..ed2a4a4579556 100644
--- a/tests/aws/services/cloudformation/engine/test_conditions.py
+++ b/tests/aws/services/cloudformation/engine/test_conditions.py
@@ -2,8 +2,10 @@
 
 import pytest
 
+from localstack.services.cloudformation.v2.utils import is_v2_engine
 from localstack.testing.aws.util import is_aws_cloud
 from localstack.testing.pytest import markers
+from localstack.utils.collections import optional_list
 from localstack.utils.files import load_file
 from localstack.utils.strings import short_uid
 
@@ -348,9 +350,14 @@ def test_conditional_att_to_conditional_resources(self, deploy_cfn_template, cre
         ["should_use_fallback", "match_value"],
         [
             (None, "FallbackParamValue"),
-            ("true", "FallbackParamValue"),
             ("false", "DefaultParamValue"),
-        ],
+        ]
+        + optional_list(
+            not is_v2_engine(),
+            [
+                ("true", "FallbackParamValue"),
+            ],
+        ),
     )
     @markers.aws.validated
     def test_dependency_in_non_evaluated_if_branch(
diff --git a/tests/aws/services/cloudformation/engine/test_mappings.py b/tests/aws/services/cloudformation/engine/test_mappings.py
index cb854d39c38d9..b16fccdfa02df 100644
--- a/tests/aws/services/cloudformation/engine/test_mappings.py
+++ b/tests/aws/services/cloudformation/engine/test_mappings.py
@@ -1,6 +1,7 @@
 import os
 
 import pytest
+from tests.aws.services.cloudformation.conftest import skip_if_v2_provider
 
 from localstack.testing.pytest import markers
 from localstack.testing.pytest.fixtures import StackDeployError
@@ -69,6 +70,7 @@ def test_mapping_with_nonexisting_key(self, aws_client, cleanups, snapshot):
             )
         snapshot.match("mapping_nonexisting_key_exc", e.value.response)
 
+    @skip_if_v2_provider(reason="CFNV2:Validation")
     @markers.aws.only_localstack
     def test_async_mapping_error_first_level(self, deploy_cfn_template):
         """
@@ -91,6 +93,7 @@ def test_async_mapping_error_first_level(self, deploy_cfn_template):
 
         assert "Cannot find map key 'C' in mapping 'TopicSuffixMap'" in str(exc_info.value)
 
+    @skip_if_v2_provider(reason="CFNV2:Validation")
     @markers.aws.only_localstack
     def test_async_mapping_error_second_level(self, deploy_cfn_template):
         """
diff --git a/tests/aws/services/cloudformation/engine/test_references.py b/tests/aws/services/cloudformation/engine/test_references.py
index ced32e1e92a27..2d6b15e373b13 100644
--- a/tests/aws/services/cloudformation/engine/test_references.py
+++ b/tests/aws/services/cloudformation/engine/test_references.py
@@ -3,6 +3,7 @@
 
 import pytest
 from botocore.exceptions import ClientError
+from tests.aws.services.cloudformation.conftest import skip_if_v2_provider
 
 from localstack.testing.aws.util import is_aws_cloud
 from localstack.testing.pytest import markers
@@ -74,6 +75,7 @@ def test_non_string_parameter_in_sub(self, deploy_cfn_template, aws_client, snap
         snapshot.match("get-parameter-result", get_param_res)
 
 
+@skip_if_v2_provider(reason="CFNV2:Validation")
 @markers.aws.validated
 def test_useful_error_when_invalid_ref(deploy_cfn_template, snapshot):
     """
diff --git a/tests/aws/services/cloudformation/resource_providers/__init__.py b/tests/aws/services/cloudformation/resource_providers/__init__.py
deleted file mode 100644
index e69de29bb2d1d..0000000000000
diff --git a/tests/aws/services/cloudformation/resource_providers/ec2/__init__.py b/tests/aws/services/cloudformation/resource_providers/ec2/__init__.py
deleted file mode 100644
index e69de29bb2d1d..0000000000000
diff --git a/tests/aws/services/cloudformation/resource_providers/ec2/aws_ec2_networkacl/__init__.py b/tests/aws/services/cloudformation/resource_providers/ec2/aws_ec2_networkacl/__init__.py
deleted file mode 100644
index e69de29bb2d1d..0000000000000
diff --git a/tests/aws/services/cloudformation/resource_providers/ec2/test_ec2.py b/tests/aws/services/cloudformation/resource_providers/ec2/test_ec2_resource_provider.py
similarity index 96%
rename from tests/aws/services/cloudformation/resource_providers/ec2/test_ec2.py
rename to tests/aws/services/cloudformation/resource_providers/ec2/test_ec2_resource_provider.py
index 27ab4343845d0..4c7d235c2fd15 100644
--- a/tests/aws/services/cloudformation/resource_providers/ec2/test_ec2.py
+++ b/tests/aws/services/cloudformation/resource_providers/ec2/test_ec2_resource_provider.py
@@ -3,6 +3,7 @@
 import pytest
 from botocore.exceptions import ClientError
 from localstack_snapshot.snapshots.transformer import SortingTransformer
+from tests.aws.services.cloudformation.conftest import skip_if_v2_provider
 
 from localstack.testing.pytest import markers
 
@@ -77,6 +78,7 @@ def test_deploy_security_group_with_tags(deploy_cfn_template, aws_client, snapsh
     snapshot.match("security-group", security_group)
 
 
+@skip_if_v2_provider(reason="CFNV2:ResourceProvider(AWS::EC2::VPCEndpoint)")
 @markers.aws.validated
 @markers.snapshot.skip_snapshot_verify(
     paths=[
diff --git a/tests/aws/services/cloudformation/resource_providers/ec2/test_ec2.snapshot.json b/tests/aws/services/cloudformation/resource_providers/ec2/test_ec2_resource_provider.snapshot.json
similarity index 97%
rename from tests/aws/services/cloudformation/resource_providers/ec2/test_ec2.snapshot.json
rename to tests/aws/services/cloudformation/resource_providers/ec2/test_ec2_resource_provider.snapshot.json
index f0dc276e6ccff..cff6065c7c52e 100644
--- a/tests/aws/services/cloudformation/resource_providers/ec2/test_ec2.snapshot.json
+++ b/tests/aws/services/cloudformation/resource_providers/ec2/test_ec2_resource_provider.snapshot.json
@@ -1,5 +1,5 @@
 {
-  "tests/aws/services/cloudformation/resource_providers/ec2/test_ec2.py::test_deploy_instance_with_key_pair": {
+  "tests/aws/services/cloudformation/resource_providers/ec2/test_ec2_resource_provider.py::test_deploy_instance_with_key_pair": {
     "recorded-date": "30-01-2024, 21:09:52",
     "recorded-content": {
       "key_pair": {
@@ -30,7 +30,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/resource_providers/ec2/test_ec2.py::test_deploy_prefix_list": {
+  "tests/aws/services/cloudformation/resource_providers/ec2/test_ec2_resource_provider.py::test_deploy_prefix_list": {
     "recorded-date": "30-04-2024, 19:32:40",
     "recorded-content": {
       "resource-description": {
@@ -79,7 +79,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/resource_providers/ec2/test_ec2.py::test_deploy_vpc_endpoint": {
+  "tests/aws/services/cloudformation/resource_providers/ec2/test_ec2_resource_provider.py::test_deploy_vpc_endpoint": {
     "recorded-date": "30-04-2024, 20:01:19",
     "recorded-content": {
       "resource-description": {
@@ -223,7 +223,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/resource_providers/ec2/test_ec2.py::test_deploy_security_group_with_tags": {
+  "tests/aws/services/cloudformation/resource_providers/ec2/test_ec2_resource_provider.py::test_deploy_security_group_with_tags": {
     "recorded-date": "02-01-2025, 10:30:57",
     "recorded-content": {
       "security-group": {
diff --git a/tests/aws/services/cloudformation/resource_providers/ec2/test_ec2.validation.json b/tests/aws/services/cloudformation/resource_providers/ec2/test_ec2_resource_provider.validation.json
similarity index 67%
rename from tests/aws/services/cloudformation/resource_providers/ec2/test_ec2.validation.json
rename to tests/aws/services/cloudformation/resource_providers/ec2/test_ec2_resource_provider.validation.json
index b7d406afb4803..76f4b153562f6 100644
--- a/tests/aws/services/cloudformation/resource_providers/ec2/test_ec2.validation.json
+++ b/tests/aws/services/cloudformation/resource_providers/ec2/test_ec2_resource_provider.validation.json
@@ -1,14 +1,14 @@
 {
-  "tests/aws/services/cloudformation/resource_providers/ec2/test_ec2.py::test_deploy_instance_with_key_pair": {
+  "tests/aws/services/cloudformation/resource_providers/ec2/test_ec2_resource_provider.py::test_deploy_instance_with_key_pair": {
     "last_validated_date": "2024-01-30T21:09:52+00:00"
   },
-  "tests/aws/services/cloudformation/resource_providers/ec2/test_ec2.py::test_deploy_prefix_list": {
+  "tests/aws/services/cloudformation/resource_providers/ec2/test_ec2_resource_provider.py::test_deploy_prefix_list": {
     "last_validated_date": "2024-04-26T16:18:18+00:00"
   },
-  "tests/aws/services/cloudformation/resource_providers/ec2/test_ec2.py::test_deploy_security_group_with_tags": {
+  "tests/aws/services/cloudformation/resource_providers/ec2/test_ec2_resource_provider.py::test_deploy_security_group_with_tags": {
     "last_validated_date": "2025-01-02T10:30:57+00:00"
   },
-  "tests/aws/services/cloudformation/resource_providers/ec2/test_ec2.py::test_deploy_vpc_endpoint": {
+  "tests/aws/services/cloudformation/resource_providers/ec2/test_ec2_resource_provider.py::test_deploy_vpc_endpoint": {
     "last_validated_date": "2024-04-30T20:01:19+00:00"
   }
 }
diff --git a/tests/aws/services/cloudformation/resource_providers/iam/__init__.py b/tests/aws/services/cloudformation/resource_providers/iam/__init__.py
deleted file mode 100644
index e69de29bb2d1d..0000000000000
diff --git a/tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/__init__.py b/tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/__init__.py
deleted file mode 100644
index e69de29bb2d1d..0000000000000
diff --git a/tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_basic.py b/tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_basic_user.py
similarity index 100%
rename from tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_basic.py
rename to tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_basic_user.py
diff --git a/tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_basic.snapshot.json b/tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_basic_user.snapshot.json
similarity index 93%
rename from tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_basic.snapshot.json
rename to tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_basic_user.snapshot.json
index 5c5363b50efb3..e1c6e9dc25597 100644
--- a/tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_basic.snapshot.json
+++ b/tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_basic_user.snapshot.json
@@ -1,5 +1,5 @@
 {
-  "tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_basic.py::TestBasicCRD::test_black_box": {
+  "tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_basic_user.py::TestBasicCRD::test_black_box": {
     "recorded-date": "28-06-2023, 22:01:50",
     "recorded-content": {
       "stack-outputs": {
@@ -20,7 +20,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_basic.py::TestUpdates::test_update_without_replacement": {
+  "tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_basic_user.py::TestUpdates::test_update_without_replacement": {
     "recorded-date": "28-06-2023, 22:31:43",
     "recorded-content": {
       "stack-outputs-before-update": {
@@ -57,7 +57,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_basic.py::TestBasicCRD::test_autogenerated_values": {
+  "tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_basic_user.py::TestBasicCRD::test_autogenerated_values": {
     "recorded-date": "28-06-2023, 22:54:57",
     "recorded-content": {
       "stack_outputs": {
@@ -78,7 +78,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_basic.py::TestBasicCRD::test_getatt": {
+  "tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_basic_user.py::TestBasicCRD::test_getatt": {
     "recorded-date": "05-07-2023, 14:15:12",
     "recorded-content": {
       "stack-outputs": {
diff --git a/tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_basic.validation.json b/tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_basic_user.validation.json
similarity index 64%
rename from tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_basic.validation.json
rename to tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_basic_user.validation.json
index 99625ca69c742..cd0a9d6da97bd 100644
--- a/tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_basic.validation.json
+++ b/tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_basic_user.validation.json
@@ -1,14 +1,14 @@
 {
-  "tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_basic.py::TestBasicCRD::test_autogenerated_values": {
+  "tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_basic_user.py::TestBasicCRD::test_autogenerated_values": {
     "last_validated_date": "2023-06-28T20:54:57+00:00"
   },
-  "tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_basic.py::TestBasicCRD::test_black_box": {
+  "tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_basic_user.py::TestBasicCRD::test_black_box": {
     "last_validated_date": "2023-06-28T20:01:50+00:00"
   },
-  "tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_basic.py::TestBasicCRD::test_getatt": {
+  "tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_basic_user.py::TestBasicCRD::test_getatt": {
     "last_validated_date": "2023-07-05T12:15:12+00:00"
   },
-  "tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_basic.py::TestUpdates::test_update_without_replacement": {
+  "tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_basic_user.py::TestUpdates::test_update_without_replacement": {
     "last_validated_date": "2023-06-28T20:31:43+00:00"
   }
 }
diff --git a/tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_parity.py b/tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_parity.py
index a9c467e6f7c3c..f399d88fdd60b 100644
--- a/tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_parity.py
+++ b/tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_parity.py
@@ -7,6 +7,7 @@
 
 from localstack.testing.pytest import markers
 from localstack.utils.strings import short_uid
+from tests.aws.services.cloudformation.conftest import skip_if_v2_provider
 
 
 class TestParity:
@@ -21,6 +22,7 @@ class TestParity:
         - Negative test: missing required properties
     """
 
+    @skip_if_v2_provider(reason="CFNV2:Engine possible resource dependency issue")
     @markers.aws.validated
     @markers.snapshot.skip_snapshot_verify(
         paths=["$..IsTruncated"]
diff --git a/tests/aws/services/cloudformation/resource_providers/iam/test_iam.py b/tests/aws/services/cloudformation/resource_providers/iam/test_iam.py
index 9edac28396e11..cc36c31439092 100644
--- a/tests/aws/services/cloudformation/resource_providers/iam/test_iam.py
+++ b/tests/aws/services/cloudformation/resource_providers/iam/test_iam.py
@@ -2,6 +2,7 @@
 import os
 
 import pytest
+from tests.aws.services.cloudformation.conftest import skip_if_v2_provider
 
 from localstack.services.iam.provider import SERVICE_LINKED_ROLE_PATH_PREFIX
 from localstack.testing.pytest import markers
@@ -201,6 +202,7 @@ def test_update_inline_policy(deploy_cfn_template, snapshot, aws_client):
     snapshot.match("role_updated_inline_policy", role_updated_inline_policy_resource)
 
 
+@skip_if_v2_provider(reason="CFNV2:Engine Ref: AWS::NoValue")
 @markers.aws.validated
 @markers.snapshot.skip_snapshot_verify(
     paths=[
diff --git a/tests/aws/services/cloudformation/resource_providers/iam/test_iam.validation.json b/tests/aws/services/cloudformation/resource_providers/iam/test_iam.validation.json
index 9052daa434c63..3f4b3cd0f9538 100644
--- a/tests/aws/services/cloudformation/resource_providers/iam/test_iam.validation.json
+++ b/tests/aws/services/cloudformation/resource_providers/iam/test_iam.validation.json
@@ -9,7 +9,13 @@
     "last_validated_date": "2022-05-31T09:29:45+00:00"
   },
   "tests/aws/services/cloudformation/resource_providers/iam/test_iam.py::test_managed_policy_with_empty_resource": {
-    "last_validated_date": "2023-07-11T16:10:41+00:00"
+    "last_validated_date": "2025-08-01T09:44:24+00:00",
+    "durations_in_seconds": {
+      "setup": 1.31,
+      "call": 41.85,
+      "teardown": 16.77,
+      "total": 59.93
+    }
   },
   "tests/aws/services/cloudformation/resource_providers/iam/test_iam.py::test_server_certificate": {
     "last_validated_date": "2024-03-13T20:20:07+00:00"
diff --git a/tests/aws/services/cloudformation/resource_providers/opensearch/__init__.py b/tests/aws/services/cloudformation/resource_providers/opensearch/__init__.py
deleted file mode 100644
index e69de29bb2d1d..0000000000000
diff --git a/tests/aws/services/cloudformation/resource_providers/scheduler/templates/__init__.py b/tests/aws/services/cloudformation/resource_providers/scheduler/templates/__init__.py
deleted file mode 100644
index e69de29bb2d1d..0000000000000
diff --git a/tests/aws/services/cloudformation/resource_providers/ssm/__init__.py b/tests/aws/services/cloudformation/resource_providers/ssm/__init__.py
deleted file mode 100644
index e69de29bb2d1d..0000000000000
diff --git a/tests/aws/services/cloudformation/resources/__init__.py b/tests/aws/services/cloudformation/resources/__init__.py
deleted file mode 100644
index e69de29bb2d1d..0000000000000
diff --git a/tests/aws/services/cloudformation/resources/test_apigateway.py b/tests/aws/services/cloudformation/resources/test_apigateway.py
index 146d2dee133f7..de7b56aed8b9c 100644
--- a/tests/aws/services/cloudformation/resources/test_apigateway.py
+++ b/tests/aws/services/cloudformation/resources/test_apigateway.py
@@ -4,6 +4,8 @@
 
 import requests
 from localstack_snapshot.snapshots.transformer import SortingTransformer
+from tests.aws.services.apigateway.apigateway_fixtures import api_invoke_url
+from tests.aws.services.cloudformation.conftest import skip_if_v2_provider, skipped_v2_items
 
 from localstack import constants
 from localstack.aws.api.lambda_ import Runtime
@@ -14,7 +16,6 @@
 from localstack.utils.run import to_str
 from localstack.utils.strings import to_bytes
 from localstack.utils.sync import retry
-from tests.aws.services.apigateway.apigateway_fixtures import api_invoke_url
 
 PARENT_DIR = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
 TEST_LAMBDA_PYTHON_ECHO = os.path.join(PARENT_DIR, "lambda_/functions/lambda_echo.py")
@@ -165,6 +166,10 @@ def _invoke():
     assert content["url"].endswith("/post")
 
 
+@skip_if_v2_provider(
+    reason="The v2 provider appears to instead return the correct url: "
+    "https://e1i3grfiws.execute-api.us-east-1.localhost.localstack.cloud/prod/"
+)
 @markers.aws.only_localstack
 def test_url_output(httpserver, deploy_cfn_template):
     httpserver.expect_request("").respond_with_data(b"", 200)
@@ -235,12 +240,13 @@ def test_cfn_with_apigateway_resources(deploy_cfn_template, aws_client, snapshot
 
     stack.destroy()
 
-    apis = [
-        api
-        for api in aws_client.apigateway.get_rest_apis()["items"]
-        if api["name"] == "celeste-Gateway-local"
-    ]
-    assert not apis
+    # TODO: Resolve limitations with stack.destroy in v2 engine.
+    # apis = [
+    #     api
+    #     for api in aws_client.apigateway.get_rest_apis()["items"]
+    #     if api["name"] == "celeste-Gateway-local"
+    # ]
+    # assert not apis
 
 
 @markers.aws.validated
@@ -324,6 +330,7 @@ def test_cfn_deploy_apigateway_integration(deploy_cfn_template, snapshot, aws_cl
     # TODO: snapshot the authorizer too? it's not attached to the REST API
 
 
+# @skip_if_v2_provider(reason="")
 @markers.aws.validated
 @markers.snapshot.skip_snapshot_verify(
     paths=[
@@ -332,6 +339,7 @@ def test_cfn_deploy_apigateway_integration(deploy_cfn_template, snapshot, aws_cl
         "$.get-stage.methodSettings",
         "$.get-stage.tags",
     ]
+    + skipped_v2_items("$..binaryMediaTypes")
 )
 def test_cfn_deploy_apigateway_from_s3_swagger(
     deploy_cfn_template, snapshot, aws_client, s3_bucket
@@ -415,9 +423,10 @@ def test_cfn_apigateway_rest_api(deploy_cfn_template, aws_client, snapshot):
 
     stack_2.destroy()
 
-    rs = aws_client.apigateway.get_rest_apis()
-    apis = [item for item in rs["items"] if item["name"] == "DemoApi_dev"]
-    assert not apis
+    # TODO: Resolve limitations with stack.destroy in v2 engine.
+    # rs = aws_client.apigateway.get_rest_apis()
+    # apis = [item for item in rs["items"] if item["name"] == "DemoApi_dev"]
+    # assert not apis
 
 
 @markers.aws.validated
@@ -572,6 +581,9 @@ def test_api_gateway_with_policy_as_dict(deploy_cfn_template, snapshot, aws_clie
     snapshot.match("rest-api", rest_api)
 
 
+@skip_if_v2_provider(
+    reason="CFNV2:Other lambda function fails on creation due to invalid function name"
+)
 @markers.aws.validated
 @markers.snapshot.skip_snapshot_verify(
     paths=[
diff --git a/tests/aws/services/cloudformation/resources/test_cdk.py b/tests/aws/services/cloudformation/resources/test_cdk.py
index c4213a43be04d..caf2e75c1586b 100644
--- a/tests/aws/services/cloudformation/resources/test_cdk.py
+++ b/tests/aws/services/cloudformation/resources/test_cdk.py
@@ -2,6 +2,7 @@
 
 import pytest
 from localstack_snapshot.snapshots.transformer import SortingTransformer
+from tests.aws.services.cloudformation.conftest import skip_if_v2_provider
 
 from localstack.testing.pytest import markers
 from localstack.utils.files import load_file
@@ -31,6 +32,7 @@ def test_cdk_bootstrap(self, deploy_cfn_template, bootstrap_version, aws_client)
         assert len(stack_res["StackResources"]) == 1
         assert stack_res["StackResources"][0]["LogicalResourceId"] == "CDKMetadata"
 
+    @skip_if_v2_provider(reason="CFNV2:Provider")
     @markers.aws.validated
     def test_cdk_bootstrap_redeploy(self, aws_client, cleanup_stacks, cleanup_changesets, cleanups):
         """Test that simulates a sequence of commands executed by CDK when running 'cdk bootstrap' twice"""
diff --git a/tests/aws/services/cloudformation/resources/test_dynamodb.py b/tests/aws/services/cloudformation/resources/test_dynamodb.py
index 8aa572c62bf08..ffa1302bc14ca 100644
--- a/tests/aws/services/cloudformation/resources/test_dynamodb.py
+++ b/tests/aws/services/cloudformation/resources/test_dynamodb.py
@@ -189,7 +189,7 @@ def test_table_with_ttl_and_sse(deploy_cfn_template, snapshot, aws_client):
 
 
 @markers.aws.validated
-# We return field bellow, while AWS doesn't return them
+# We return the fields below, while AWS doesn't return them
 @markers.snapshot.skip_snapshot_verify(
     [
         "$..Table.ProvisionedThroughput.LastDecreaseDateTime",
diff --git a/tests/aws/services/cloudformation/resources/test_events.py b/tests/aws/services/cloudformation/resources/test_events.py
index e8eb95e232c1f..46c59cbd55dd0 100644
--- a/tests/aws/services/cloudformation/resources/test_events.py
+++ b/tests/aws/services/cloudformation/resources/test_events.py
@@ -2,6 +2,8 @@
 import logging
 import os
 
+from tests.aws.services.cloudformation.conftest import skip_if_v2_provider
+
 from localstack.testing.pytest import markers
 from localstack.utils.strings import short_uid
 from localstack.utils.sync import wait_until
@@ -103,6 +105,7 @@ def test_eventbus_policy_statement(deploy_cfn_template, aws_client):
     assert event_bus_name in statement["Resource"]
 
 
+@skip_if_v2_provider(reason="CFNV2:Other")
 @markers.aws.validated
 def test_event_rule_to_logs(deploy_cfn_template, aws_client):
     event_rule_name = f"event-rule-{short_uid()}"
diff --git a/tests/aws/services/cloudformation/resources/test_lambda.py b/tests/aws/services/cloudformation/resources/test_lambda.py
index f40489799615b..dc2866291daa0 100644
--- a/tests/aws/services/cloudformation/resources/test_lambda.py
+++ b/tests/aws/services/cloudformation/resources/test_lambda.py
@@ -5,6 +5,7 @@
 
 import pytest
 from localstack_snapshot.snapshots.transformer import SortingTransformer
+from tests.aws.services.cloudformation.conftest import skip_if_v2_provider
 
 from localstack import config
 from localstack.aws.api.lambda_ import InvocationType, Runtime, State
@@ -461,6 +462,7 @@ def test_lambda_cfn_run(deploy_cfn_template, aws_client):
     aws_client.lambda_.invoke(FunctionName=fn_name, LogType="Tail", Payload=b"{}")
 
 
+@skip_if_v2_provider(reason="CFNV2:Other")
 @markers.aws.only_localstack(reason="This is functionality specific to Localstack")
 def test_lambda_cfn_run_with_empty_string_replacement_deny_list(
     deploy_cfn_template, aws_client, monkeypatch
@@ -495,6 +497,7 @@ def test_lambda_cfn_run_with_empty_string_replacement_deny_list(
     )
 
 
+@skip_if_v2_provider(reason="CFNV2:Other")
 @markers.aws.only_localstack(reason="This is functionality specific to Localstack")
 def test_lambda_cfn_run_with_non_empty_string_replacement_deny_list(
     deploy_cfn_template, aws_client, monkeypatch
diff --git a/tests/aws/services/cloudformation/resources/test_secretsmanager.py b/tests/aws/services/cloudformation/resources/test_secretsmanager.py
index 8166fba755aee..f4b6834043f3e 100644
--- a/tests/aws/services/cloudformation/resources/test_secretsmanager.py
+++ b/tests/aws/services/cloudformation/resources/test_secretsmanager.py
@@ -4,6 +4,7 @@
 import aws_cdk as cdk
 import botocore.exceptions
 import pytest
+from tests.aws.services.cloudformation.conftest import skip_if_v2_provider
 
 from localstack.testing.pytest import markers
 from localstack.utils.strings import short_uid
@@ -76,6 +77,7 @@ def test_cfn_secret_policy(deploy_cfn_template, block_public_policy, aws_client,
     snapshot.add_transformer(snapshot.transform.key_value("Name", "policy-name"))
 
 
+@skip_if_v2_provider(reason="CFNV2:Other")
 @markers.aws.validated
 def test_cdk_deployment_generates_secret_value_if_no_value_is_provided(
     aws_client, snapshot, infrastructure_setup
diff --git a/tests/aws/services/cloudformation/resources/test_sns.py b/tests/aws/services/cloudformation/resources/test_sns.py
index 340804f122261..e7ae6cd41fb8a 100644
--- a/tests/aws/services/cloudformation/resources/test_sns.py
+++ b/tests/aws/services/cloudformation/resources/test_sns.py
@@ -2,6 +2,7 @@
 
 import aws_cdk as cdk
 import pytest
+from tests.aws.services.cloudformation.conftest import skip_if_v2_provider
 
 from localstack.testing.aws.util import is_aws_cloud
 from localstack.testing.pytest import markers
@@ -79,6 +80,7 @@ def test_sns_subscription(deploy_cfn_template, aws_client):
     assert len(subscriptions["Subscriptions"]) > 0
 
 
+@skip_if_v2_provider(reason="CFNV2:Engine")
 @markers.aws.validated
 def test_deploy_stack_with_sns_topic(deploy_cfn_template, aws_client):
     stack = deploy_cfn_template(
diff --git a/tests/aws/services/cloudformation/resources/test_ssm.py b/tests/aws/services/cloudformation/resources/test_ssm.py
index 4d4c7616d6378..b244737896ec4 100644
--- a/tests/aws/services/cloudformation/resources/test_ssm.py
+++ b/tests/aws/services/cloudformation/resources/test_ssm.py
@@ -3,6 +3,7 @@
 import botocore.exceptions
 import pytest
 from localstack_snapshot.snapshots.transformer import SortingTransformer
+from tests.aws.services.cloudformation.conftest import skip_if_v2_provider
 
 from localstack.testing.pytest import markers
 from localstack.utils.common import short_uid
@@ -115,6 +116,7 @@ def test_update_ssm_parameter_tag(deploy_cfn_template, aws_client):
     # assert ssm_tags == []
 
 
+@skip_if_v2_provider(reason="CFNV2:DescribeStackResource")
 @markers.snapshot.skip_snapshot_verify(paths=["$..DriftInformation", "$..Metadata"])
 @markers.aws.validated
 def test_deploy_patch_baseline(deploy_cfn_template, aws_client, snapshot):
diff --git a/tests/aws/services/cloudformation/resources/test_stack_sets.py b/tests/aws/services/cloudformation/resources/test_stack_sets.py
index f35fc30023d91..ac98fd6c4a947 100644
--- a/tests/aws/services/cloudformation/resources/test_stack_sets.py
+++ b/tests/aws/services/cloudformation/resources/test_stack_sets.py
@@ -1,10 +1,13 @@
 import os
 
 import pytest
+from botocore.exceptions import ClientError
+from tests.aws.services.cloudformation.conftest import skip_if_v1_provider
 
+from localstack.testing.config import SECONDARY_TEST_AWS_ACCOUNT_ID, SECONDARY_TEST_AWS_REGION_NAME
 from localstack.testing.pytest import markers
 from localstack.utils.files import load_file
-from localstack.utils.strings import short_uid
+from localstack.utils.strings import long_uid, short_uid
 from localstack.utils.sync import wait_until
 
 
@@ -23,7 +26,7 @@ def _operation_is_ready():
     return waiter
 
 
-@markers.aws.validated
+@markers.aws.manual_setup_required
 def test_create_stack_set_with_stack_instances(
     account_id,
     region_name,
@@ -31,6 +34,7 @@ def test_create_stack_set_with_stack_instances(
     snapshot,
     wait_stack_set_operation,
 ):
+    """ "Account <...> should have 'AWSCloudFormationStackSetAdministrationRole' role with trust relationship to CloudFormation service."""
     snapshot.add_transformer(snapshot.transform.key_value("StackSetId", "stack-set-id"))
 
     stack_set_name = f"StackSet-{short_uid()}"
@@ -77,3 +81,44 @@ def test_create_stack_set_with_stack_instances(
     wait_stack_set_operation(stack_set_name, delete_instances_result["OperationId"])
 
     aws_client.cloudformation.delete_stack_set(StackSetName=stack_set_name)
+
+
+@skip_if_v1_provider(reason="Not implemented in V1 provider")
+@markers.aws.validated
+def test_delete_nonexistent_stack_set(aws_client, snapshot):
+    # idempotent
+    aws_client.cloudformation.delete_stack_set(
+        StackSetName="non-existent-stack-set-id",
+    )
+
+    bad_stack_set_id = f"foo:{long_uid()}"
+    snapshot.add_transformer(snapshot.transform.regex(bad_stack_set_id, "<stack-id>"))
+
+    aws_client.cloudformation.delete_stack_set(
+        StackSetName=bad_stack_set_id,
+    )
+
+
+@skip_if_v1_provider(reason="Not implemented in V1 provider")
+@markers.aws.validated
+def test_fetch_non_existent_stack_set_instances(aws_client, snapshot):
+    with pytest.raises(ClientError) as e:
+        aws_client.cloudformation.create_stack_instances(
+            StackSetName="non-existent-stack-set-id",
+            Accounts=[SECONDARY_TEST_AWS_ACCOUNT_ID],
+            Regions=[SECONDARY_TEST_AWS_REGION_NAME],
+        )
+
+    snapshot.match("non-existent-stack-set-name", e.value)
+
+    bad_stack_set_id = f"foo:{long_uid()}"
+    snapshot.add_transformer(snapshot.transform.regex(bad_stack_set_id, "<stack-id>"))
+
+    with pytest.raises(ClientError) as e:
+        aws_client.cloudformation.create_stack_instances(
+            StackSetName=bad_stack_set_id,
+            Accounts=[SECONDARY_TEST_AWS_ACCOUNT_ID],
+            Regions=[SECONDARY_TEST_AWS_REGION_NAME],
+        )
+
+    snapshot.match("non-existent-stack-set-id", e.value)
diff --git a/tests/aws/services/cloudformation/resources/test_stack_sets.snapshot.json b/tests/aws/services/cloudformation/resources/test_stack_sets.snapshot.json
index 3585f6e07d3c7..ea705ee574af8 100644
--- a/tests/aws/services/cloudformation/resources/test_stack_sets.snapshot.json
+++ b/tests/aws/services/cloudformation/resources/test_stack_sets.snapshot.json
@@ -17,5 +17,12 @@
         }
       }
     }
+  },
+  "tests/aws/services/cloudformation/resources/test_stack_sets.py::test_fetch_non_existent_stack_set_instances": {
+    "recorded-date": "01-08-2025, 09:56:22",
+    "recorded-content": {
+      "non-existent-stack-set-name": "An error occurred (StackSetNotFoundException) when calling the CreateStackInstances operation: StackSet non-existent-stack-set-id not found",
+      "non-existent-stack-set-id": "An error occurred (StackSetNotFoundException) when calling the CreateStackInstances operation: StackSet <stack-id> not found"
+    }
   }
 }
diff --git a/tests/aws/services/cloudformation/resources/test_stack_sets.validation.json b/tests/aws/services/cloudformation/resources/test_stack_sets.validation.json
index f7406f8c55f29..648d349cdb9ad 100644
--- a/tests/aws/services/cloudformation/resources/test_stack_sets.validation.json
+++ b/tests/aws/services/cloudformation/resources/test_stack_sets.validation.json
@@ -1,5 +1,14 @@
 {
   "tests/aws/services/cloudformation/resources/test_stack_sets.py::test_create_stack_set_with_stack_instances": {
     "last_validated_date": "2023-05-24T13:32:47+00:00"
+  },
+  "tests/aws/services/cloudformation/resources/test_stack_sets.py::test_fetch_non_existent_stack_set_instances": {
+    "last_validated_date": "2025-08-01T09:56:22+00:00",
+    "durations_in_seconds": {
+      "setup": 1.15,
+      "call": 0.58,
+      "teardown": 0.0,
+      "total": 1.73
+    }
   }
 }
diff --git a/tests/aws/services/cloudformation/resources/test_stepfunctions.py b/tests/aws/services/cloudformation/resources/test_stepfunctions.py
index 36b807157c367..b001abae8ed80 100644
--- a/tests/aws/services/cloudformation/resources/test_stepfunctions.py
+++ b/tests/aws/services/cloudformation/resources/test_stepfunctions.py
@@ -4,6 +4,7 @@
 
 import pytest
 from localstack_snapshot.snapshots.transformer import JsonpathTransformer
+from tests.aws.services.cloudformation.conftest import skip_if_v2_provider
 
 from localstack import config
 from localstack.testing.pytest import markers
@@ -46,6 +47,9 @@ def _is_executed():
     assert "hello from statemachine" in execution_desc["output"]
 
 
+@skip_if_v2_provider(
+    reason="CFNV2:Engine During change set describe the a Ref to a not yet deployed resource returns null which is an invalid input for Fn::Split"
+)
 @markers.aws.validated
 def test_nested_statemachine_with_sync2(deploy_cfn_template, aws_client):
     stack = deploy_cfn_template(
diff --git a/tests/aws/services/cloudformation/v2/test_change_set_conditions.py b/tests/aws/services/cloudformation/test_change_set_conditions.py
similarity index 89%
rename from tests/aws/services/cloudformation/v2/test_change_set_conditions.py
rename to tests/aws/services/cloudformation/test_change_set_conditions.py
index f6b5661736f37..7dea98d134f3c 100644
--- a/tests/aws/services/cloudformation/v2/test_change_set_conditions.py
+++ b/tests/aws/services/cloudformation/test_change_set_conditions.py
@@ -1,15 +1,11 @@
-import pytest
 from localstack_snapshot.snapshots.transformer import RegexTransformer
+from tests.aws.services.cloudformation.conftest import skip_if_v1_provider
 
-from localstack.services.cloudformation.v2.utils import is_v2_engine
-from localstack.testing.aws.util import is_aws_cloud
 from localstack.testing.pytest import markers
 from localstack.utils.strings import long_uid
 
 
-@pytest.mark.skipif(
-    condition=not is_v2_engine() and not is_aws_cloud(), reason="Requires the V2 engine"
-)
+@skip_if_v1_provider(reason="Requires the V2 engine")
 @markers.snapshot.skip_snapshot_verify(
     paths=[
         "per-resource-events..*",
@@ -28,12 +24,6 @@
 )
 class TestChangeSetConditions:
     @markers.aws.validated
-    @pytest.mark.skip(
-        reason=(
-            "The inclusion of response parameters in executor is in progress, "
-            "currently it cannot delete due to missing topic arn in the request"
-        )
-    )
     def test_condition_update_removes_resource(
         self,
         snapshot,
@@ -110,10 +100,6 @@ def test_condition_update_adds_resource(
         capture_update_process(snapshot, template_1, template_2)
 
     @markers.aws.validated
-    @pytest.mark.skip(
-        reason="The inclusion of response parameters in executor is in progress, "
-        "currently it cannot delete due to missing topic arn in the request"
-    )
     def test_condition_add_new_negative_condition_to_existent_resource(
         self,
         snapshot,
diff --git a/tests/aws/services/cloudformation/v2/test_change_set_conditions.snapshot.json b/tests/aws/services/cloudformation/test_change_set_conditions.snapshot.json
similarity index 99%
rename from tests/aws/services/cloudformation/v2/test_change_set_conditions.snapshot.json
rename to tests/aws/services/cloudformation/test_change_set_conditions.snapshot.json
index 147c4f2eae447..b479512b031d5 100644
--- a/tests/aws/services/cloudformation/v2/test_change_set_conditions.snapshot.json
+++ b/tests/aws/services/cloudformation/test_change_set_conditions.snapshot.json
@@ -1,5 +1,5 @@
 {
-  "tests/aws/services/cloudformation/v2/test_change_set_conditions.py::TestChangeSetConditions::test_condition_update_removes_resource": {
+  "tests/aws/services/cloudformation/test_change_set_conditions.py::TestChangeSetConditions::test_condition_update_removes_resource": {
     "recorded-date": "15-04-2025, 13:51:50",
     "recorded-content": {
       "create-change-set-1": {
@@ -407,7 +407,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_set_conditions.py::TestChangeSetConditions::test_condition_update_adds_resource": {
+  "tests/aws/services/cloudformation/test_change_set_conditions.py::TestChangeSetConditions::test_condition_update_adds_resource": {
     "recorded-date": "15-04-2025, 14:31:36",
     "recorded-content": {
       "create-change-set-1": {
@@ -766,7 +766,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_set_conditions.py::TestChangeSetConditions::test_condition_add_new_negative_condition_to_existent_resource": {
+  "tests/aws/services/cloudformation/test_change_set_conditions.py::TestChangeSetConditions::test_condition_add_new_negative_condition_to_existent_resource": {
     "recorded-date": "15-04-2025, 15:11:48",
     "recorded-content": {
       "create-change-set-1": {
@@ -1174,7 +1174,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_set_conditions.py::TestChangeSetConditions::test_condition_add_new_positive_condition_to_existent_resource": {
+  "tests/aws/services/cloudformation/test_change_set_conditions.py::TestChangeSetConditions::test_condition_add_new_positive_condition_to_existent_resource": {
     "recorded-date": "15-04-2025, 16:00:40",
     "recorded-content": {
       "create-change-set-1": {
diff --git a/tests/aws/services/cloudformation/test_change_set_conditions.validation.json b/tests/aws/services/cloudformation/test_change_set_conditions.validation.json
new file mode 100644
index 0000000000000..ebc592903e0bb
--- /dev/null
+++ b/tests/aws/services/cloudformation/test_change_set_conditions.validation.json
@@ -0,0 +1,14 @@
+{
+  "tests/aws/services/cloudformation/test_change_set_conditions.py::TestChangeSetConditions::test_condition_add_new_negative_condition_to_existent_resource": {
+    "last_validated_date": "2025-04-15T15:11:48+00:00"
+  },
+  "tests/aws/services/cloudformation/test_change_set_conditions.py::TestChangeSetConditions::test_condition_add_new_positive_condition_to_existent_resource": {
+    "last_validated_date": "2025-04-15T16:00:39+00:00"
+  },
+  "tests/aws/services/cloudformation/test_change_set_conditions.py::TestChangeSetConditions::test_condition_update_adds_resource": {
+    "last_validated_date": "2025-04-15T14:31:36+00:00"
+  },
+  "tests/aws/services/cloudformation/test_change_set_conditions.py::TestChangeSetConditions::test_condition_update_removes_resource": {
+    "last_validated_date": "2025-04-15T13:51:50+00:00"
+  }
+}
diff --git a/tests/aws/services/cloudformation/v2/test_change_set_depends_on.py b/tests/aws/services/cloudformation/test_change_set_depends_on.py
similarity index 96%
rename from tests/aws/services/cloudformation/v2/test_change_set_depends_on.py
rename to tests/aws/services/cloudformation/test_change_set_depends_on.py
index e4f7545a5667d..25f0432f4afc4 100644
--- a/tests/aws/services/cloudformation/v2/test_change_set_depends_on.py
+++ b/tests/aws/services/cloudformation/test_change_set_depends_on.py
@@ -1,15 +1,11 @@
-import pytest
 from localstack_snapshot.snapshots.transformer import RegexTransformer
+from tests.aws.services.cloudformation.conftest import skip_if_v1_provider
 
-from localstack.services.cloudformation.v2.utils import is_v2_engine
-from localstack.testing.aws.util import is_aws_cloud
 from localstack.testing.pytest import markers
 from localstack.utils.strings import long_uid
 
 
-@pytest.mark.skipif(
-    condition=not is_v2_engine() and not is_aws_cloud(), reason="Requires the V2 engine"
-)
+@skip_if_v1_provider(reason="Requires the V2 engine")
 @markers.snapshot.skip_snapshot_verify(
     paths=[
         "per-resource-events..*",
diff --git a/tests/aws/services/cloudformation/v2/test_change_set_depends_on.snapshot.json b/tests/aws/services/cloudformation/test_change_set_depends_on.snapshot.json
similarity index 99%
rename from tests/aws/services/cloudformation/v2/test_change_set_depends_on.snapshot.json
rename to tests/aws/services/cloudformation/test_change_set_depends_on.snapshot.json
index 1c31c72649fa4..ab9c65a4e310d 100644
--- a/tests/aws/services/cloudformation/v2/test_change_set_depends_on.snapshot.json
+++ b/tests/aws/services/cloudformation/test_change_set_depends_on.snapshot.json
@@ -1,5 +1,5 @@
 {
-  "tests/aws/services/cloudformation/v2/test_change_set_depends_on.py::TestChangeSetDependsOn::test_update_depended_resource": {
+  "tests/aws/services/cloudformation/test_change_set_depends_on.py::TestChangeSetDependsOn::test_update_depended_resource": {
     "recorded-date": "19-05-2025, 12:55:10",
     "recorded-content": {
       "create-change-set-1": {
@@ -456,7 +456,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_set_depends_on.py::TestChangeSetDependsOn::test_update_depended_resource_list": {
+  "tests/aws/services/cloudformation/test_change_set_depends_on.py::TestChangeSetDependsOn::test_update_depended_resource_list": {
     "recorded-date": "19-05-2025, 13:01:35",
     "recorded-content": {
       "create-change-set-1": {
@@ -913,7 +913,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_set_depends_on.py::TestChangeSetDependsOn::test_multiple_dependencies_addition": {
+  "tests/aws/services/cloudformation/test_change_set_depends_on.py::TestChangeSetDependsOn::test_multiple_dependencies_addition": {
     "recorded-date": "19-05-2025, 18:10:11",
     "recorded-content": {
       "create-change-set-1": {
@@ -1349,7 +1349,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_set_depends_on.py::TestChangeSetDependsOn::test_multiple_dependencies_deletion": {
+  "tests/aws/services/cloudformation/test_change_set_depends_on.py::TestChangeSetDependsOn::test_multiple_dependencies_deletion": {
     "recorded-date": "19-05-2025, 18:13:11",
     "recorded-content": {
       "create-change-set-1": {
diff --git a/tests/aws/services/cloudformation/test_change_set_depends_on.validation.json b/tests/aws/services/cloudformation/test_change_set_depends_on.validation.json
new file mode 100644
index 0000000000000..847dc940ebea5
--- /dev/null
+++ b/tests/aws/services/cloudformation/test_change_set_depends_on.validation.json
@@ -0,0 +1,14 @@
+{
+  "tests/aws/services/cloudformation/test_change_set_depends_on.py::TestChangeSetDependsOn::test_multiple_dependencies_addition": {
+    "last_validated_date": "2025-05-19T18:10:11+00:00"
+  },
+  "tests/aws/services/cloudformation/test_change_set_depends_on.py::TestChangeSetDependsOn::test_multiple_dependencies_deletion": {
+    "last_validated_date": "2025-05-19T18:13:11+00:00"
+  },
+  "tests/aws/services/cloudformation/test_change_set_depends_on.py::TestChangeSetDependsOn::test_update_depended_resource": {
+    "last_validated_date": "2025-05-19T12:55:09+00:00"
+  },
+  "tests/aws/services/cloudformation/test_change_set_depends_on.py::TestChangeSetDependsOn::test_update_depended_resource_list": {
+    "last_validated_date": "2025-05-19T13:01:34+00:00"
+  }
+}
diff --git a/tests/aws/services/cloudformation/v2/test_change_set_fn_base64.py b/tests/aws/services/cloudformation/test_change_set_fn_base64.py
similarity index 91%
rename from tests/aws/services/cloudformation/v2/test_change_set_fn_base64.py
rename to tests/aws/services/cloudformation/test_change_set_fn_base64.py
index b8593dad92bd7..8fe651b9fa5d9 100644
--- a/tests/aws/services/cloudformation/v2/test_change_set_fn_base64.py
+++ b/tests/aws/services/cloudformation/test_change_set_fn_base64.py
@@ -1,15 +1,11 @@
-import pytest
 from localstack_snapshot.snapshots.transformer import RegexTransformer
+from tests.aws.services.cloudformation.conftest import skip_if_v1_provider
 
-from localstack.services.cloudformation.v2.utils import is_v2_engine
-from localstack.testing.aws.util import is_aws_cloud
 from localstack.testing.pytest import markers
 from localstack.utils.strings import long_uid
 
 
-@pytest.mark.skipif(
-    condition=not is_v2_engine() and not is_aws_cloud(), reason="Requires the V2 engine"
-)
+@skip_if_v1_provider(reason="Requires the V2 engine")
 @markers.snapshot.skip_snapshot_verify(
     paths=[
         "per-resource-events..*",
diff --git a/tests/aws/services/cloudformation/v2/test_change_set_fn_base64.snapshot.json b/tests/aws/services/cloudformation/test_change_set_fn_base64.snapshot.json
similarity index 99%
rename from tests/aws/services/cloudformation/v2/test_change_set_fn_base64.snapshot.json
rename to tests/aws/services/cloudformation/test_change_set_fn_base64.snapshot.json
index bfec63bc4521b..46d93da24e484 100644
--- a/tests/aws/services/cloudformation/v2/test_change_set_fn_base64.snapshot.json
+++ b/tests/aws/services/cloudformation/test_change_set_fn_base64.snapshot.json
@@ -1,5 +1,5 @@
 {
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_base64.py::TestChangeSetFnBase64::test_fn_base64_add_to_static_property": {
+  "tests/aws/services/cloudformation/test_change_set_fn_base64.py::TestChangeSetFnBase64::test_fn_base64_add_to_static_property": {
     "recorded-date": "02-06-2025, 17:27:21",
     "recorded-content": {
       "create-change-set-1": {
@@ -377,7 +377,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_base64.py::TestChangeSetFnBase64::test_fn_base64_remove_from_static_property": {
+  "tests/aws/services/cloudformation/test_change_set_fn_base64.py::TestChangeSetFnBase64::test_fn_base64_remove_from_static_property": {
     "recorded-date": "02-06-2025, 17:28:46",
     "recorded-content": {
       "create-change-set-1": {
@@ -755,7 +755,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_base64.py::TestChangeSetFnBase64::test_fn_base64_change_input_string": {
+  "tests/aws/services/cloudformation/test_change_set_fn_base64.py::TestChangeSetFnBase64::test_fn_base64_change_input_string": {
     "recorded-date": "02-06-2025, 17:30:12",
     "recorded-content": {
       "create-change-set-1": {
diff --git a/tests/aws/services/cloudformation/v2/test_change_set_fn_base64.validation.json b/tests/aws/services/cloudformation/test_change_set_fn_base64.validation.json
similarity index 57%
rename from tests/aws/services/cloudformation/v2/test_change_set_fn_base64.validation.json
rename to tests/aws/services/cloudformation/test_change_set_fn_base64.validation.json
index b29b77f2c4405..818d0c8e783a9 100644
--- a/tests/aws/services/cloudformation/v2/test_change_set_fn_base64.validation.json
+++ b/tests/aws/services/cloudformation/test_change_set_fn_base64.validation.json
@@ -1,5 +1,5 @@
 {
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_base64.py::TestChangeSetFnBase64::test_fn_base64_add_to_static_property": {
+  "tests/aws/services/cloudformation/test_change_set_fn_base64.py::TestChangeSetFnBase64::test_fn_base64_add_to_static_property": {
     "last_validated_date": "2025-06-02T17:27:21+00:00",
     "durations_in_seconds": {
       "setup": 0.81,
@@ -8,7 +8,7 @@
       "total": 84.61
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_base64.py::TestChangeSetFnBase64::test_fn_base64_change_input_string": {
+  "tests/aws/services/cloudformation/test_change_set_fn_base64.py::TestChangeSetFnBase64::test_fn_base64_change_input_string": {
     "last_validated_date": "2025-06-02T17:30:12+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
@@ -17,7 +17,7 @@
       "total": 85.61
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_base64.py::TestChangeSetFnBase64::test_fn_base64_remove_from_static_property": {
+  "tests/aws/services/cloudformation/test_change_set_fn_base64.py::TestChangeSetFnBase64::test_fn_base64_remove_from_static_property": {
     "last_validated_date": "2025-06-02T17:28:46+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
diff --git a/tests/aws/services/cloudformation/v2/test_change_set_fn_get_attr.py b/tests/aws/services/cloudformation/test_change_set_fn_get_attr.py
similarity index 98%
rename from tests/aws/services/cloudformation/v2/test_change_set_fn_get_attr.py
rename to tests/aws/services/cloudformation/test_change_set_fn_get_attr.py
index 5255ff0704736..680d741973cbc 100644
--- a/tests/aws/services/cloudformation/v2/test_change_set_fn_get_attr.py
+++ b/tests/aws/services/cloudformation/test_change_set_fn_get_attr.py
@@ -1,15 +1,12 @@
 import pytest
 from localstack_snapshot.snapshots.transformer import RegexTransformer
+from tests.aws.services.cloudformation.conftest import skip_if_v1_provider
 
-from localstack.services.cloudformation.v2.utils import is_v2_engine
-from localstack.testing.aws.util import is_aws_cloud
 from localstack.testing.pytest import markers
 from localstack.utils.strings import long_uid
 
 
-@pytest.mark.skipif(
-    condition=not is_v2_engine() and not is_aws_cloud(), reason="Requires the V2 engine"
-)
+@skip_if_v1_provider(reason="Requires the V2 engine")
 @markers.snapshot.skip_snapshot_verify(
     paths=[
         "per-resource-events..*",
diff --git a/tests/aws/services/cloudformation/v2/test_change_set_fn_get_attr.snapshot.json b/tests/aws/services/cloudformation/test_change_set_fn_get_attr.snapshot.json
similarity index 99%
rename from tests/aws/services/cloudformation/v2/test_change_set_fn_get_attr.snapshot.json
rename to tests/aws/services/cloudformation/test_change_set_fn_get_attr.snapshot.json
index c9a382f83c5d3..8cdfbcbee1fe8 100644
--- a/tests/aws/services/cloudformation/v2/test_change_set_fn_get_attr.snapshot.json
+++ b/tests/aws/services/cloudformation/test_change_set_fn_get_attr.snapshot.json
@@ -1,5 +1,5 @@
 {
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_get_attr.py::TestChangeSetFnGetAttr::test_direct_attribute_value_change": {
+  "tests/aws/services/cloudformation/test_change_set_fn_get_attr.py::TestChangeSetFnGetAttr::test_direct_attribute_value_change": {
     "recorded-date": "08-04-2025, 11:24:14",
     "recorded-content": {
       "create-change-set-1": {
@@ -511,7 +511,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_get_attr.py::TestChangeSetFnGetAttr::test_immutable_property_update_causes_resource_replacement": {
+  "tests/aws/services/cloudformation/test_change_set_fn_get_attr.py::TestChangeSetFnGetAttr::test_immutable_property_update_causes_resource_replacement": {
     "recorded-date": "08-04-2025, 12:17:00",
     "recorded-content": {
       "create-change-set-1": {
@@ -1137,7 +1137,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_get_attr.py::TestChangeSetFnGetAttr::test_direct_attribute_value_change_with_dependent_addition": {
+  "tests/aws/services/cloudformation/test_change_set_fn_get_attr.py::TestChangeSetFnGetAttr::test_direct_attribute_value_change_with_dependent_addition": {
     "recorded-date": "08-04-2025, 12:20:19",
     "recorded-content": {
       "create-change-set-1": {
@@ -1596,7 +1596,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_get_attr.py::TestChangeSetFnGetAttr::test_resource_addition": {
+  "tests/aws/services/cloudformation/test_change_set_fn_get_attr.py::TestChangeSetFnGetAttr::test_resource_addition": {
     "recorded-date": "08-04-2025, 12:33:53",
     "recorded-content": {
       "create-change-set-1": {
@@ -1963,7 +1963,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_get_attr.py::TestChangeSetFnGetAttr::test_resource_deletion": {
+  "tests/aws/services/cloudformation/test_change_set_fn_get_attr.py::TestChangeSetFnGetAttr::test_resource_deletion": {
     "recorded-date": "08-04-2025, 12:36:41",
     "recorded-content": {
       "create-change-set-1": {
@@ -2380,7 +2380,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_get_attr.py::TestChangeSetFnGetAttr::test_direct_attribute_value_change_in_get_attr_chain": {
+  "tests/aws/services/cloudformation/test_change_set_fn_get_attr.py::TestChangeSetFnGetAttr::test_direct_attribute_value_change_in_get_attr_chain": {
     "recorded-date": "08-04-2025, 14:46:11",
     "recorded-content": {
       "create-change-set-1": {
diff --git a/tests/aws/services/cloudformation/test_change_set_fn_get_attr.validation.json b/tests/aws/services/cloudformation/test_change_set_fn_get_attr.validation.json
new file mode 100644
index 0000000000000..2bd651509bd74
--- /dev/null
+++ b/tests/aws/services/cloudformation/test_change_set_fn_get_attr.validation.json
@@ -0,0 +1,20 @@
+{
+  "tests/aws/services/cloudformation/test_change_set_fn_get_attr.py::TestChangeSetFnGetAttr::test_direct_attribute_value_change": {
+    "last_validated_date": "2025-04-08T11:24:14+00:00"
+  },
+  "tests/aws/services/cloudformation/test_change_set_fn_get_attr.py::TestChangeSetFnGetAttr::test_direct_attribute_value_change_in_get_attr_chain": {
+    "last_validated_date": "2025-04-08T14:46:11+00:00"
+  },
+  "tests/aws/services/cloudformation/test_change_set_fn_get_attr.py::TestChangeSetFnGetAttr::test_direct_attribute_value_change_with_dependent_addition": {
+    "last_validated_date": "2025-04-08T12:20:18+00:00"
+  },
+  "tests/aws/services/cloudformation/test_change_set_fn_get_attr.py::TestChangeSetFnGetAttr::test_immutable_property_update_causes_resource_replacement": {
+    "last_validated_date": "2025-04-08T12:17:00+00:00"
+  },
+  "tests/aws/services/cloudformation/test_change_set_fn_get_attr.py::TestChangeSetFnGetAttr::test_resource_addition": {
+    "last_validated_date": "2025-04-08T12:33:53+00:00"
+  },
+  "tests/aws/services/cloudformation/test_change_set_fn_get_attr.py::TestChangeSetFnGetAttr::test_resource_deletion": {
+    "last_validated_date": "2025-04-08T12:36:40+00:00"
+  }
+}
diff --git a/tests/aws/services/cloudformation/v2/test_change_set_fn_join.py b/tests/aws/services/cloudformation/test_change_set_fn_join.py
similarity index 97%
rename from tests/aws/services/cloudformation/v2/test_change_set_fn_join.py
rename to tests/aws/services/cloudformation/test_change_set_fn_join.py
index 718f1a1181043..0a6fc09dffc8d 100644
--- a/tests/aws/services/cloudformation/v2/test_change_set_fn_join.py
+++ b/tests/aws/services/cloudformation/test_change_set_fn_join.py
@@ -1,15 +1,11 @@
-import pytest
 from localstack_snapshot.snapshots.transformer import RegexTransformer
+from tests.aws.services.cloudformation.conftest import skip_if_v1_provider
 
-from localstack.services.cloudformation.v2.utils import is_v2_engine
-from localstack.testing.aws.util import is_aws_cloud
 from localstack.testing.pytest import markers
 from localstack.utils.strings import long_uid
 
 
-@pytest.mark.skipif(
-    condition=not is_v2_engine() and not is_aws_cloud(), reason="Requires the V2 engine"
-)
+@skip_if_v1_provider(reason="Requires the V2 engine")
 @markers.snapshot.skip_snapshot_verify(
     paths=[
         "per-resource-events..*",
diff --git a/tests/aws/services/cloudformation/v2/test_change_set_fn_join.snapshot.json b/tests/aws/services/cloudformation/test_change_set_fn_join.snapshot.json
similarity index 99%
rename from tests/aws/services/cloudformation/v2/test_change_set_fn_join.snapshot.json
rename to tests/aws/services/cloudformation/test_change_set_fn_join.snapshot.json
index ab448456fa342..e05a29dd37464 100644
--- a/tests/aws/services/cloudformation/v2/test_change_set_fn_join.snapshot.json
+++ b/tests/aws/services/cloudformation/test_change_set_fn_join.snapshot.json
@@ -1,5 +1,5 @@
 {
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_join.py::TestChangeSetFnJoin::test_update_string_literal_argument": {
+  "tests/aws/services/cloudformation/test_change_set_fn_join.py::TestChangeSetFnJoin::test_update_string_literal_argument": {
     "recorded-date": "05-05-2025, 13:10:55",
     "recorded-content": {
       "create-change-set-1": {
@@ -386,7 +386,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_join.py::TestChangeSetFnJoin::test_update_string_literal_delimiter": {
+  "tests/aws/services/cloudformation/test_change_set_fn_join.py::TestChangeSetFnJoin::test_update_string_literal_delimiter": {
     "recorded-date": "05-05-2025, 13:15:58",
     "recorded-content": {
       "create-change-set-1": {
@@ -773,7 +773,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_join.py::TestChangeSetFnJoin::test_update_refence_argument": {
+  "tests/aws/services/cloudformation/test_change_set_fn_join.py::TestChangeSetFnJoin::test_update_refence_argument": {
     "recorded-date": "05-05-2025, 13:24:03",
     "recorded-content": {
       "create-change-set-1": {
@@ -1285,7 +1285,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_join.py::TestChangeSetFnJoin::test_indirect_update_refence_argument": {
+  "tests/aws/services/cloudformation/test_change_set_fn_join.py::TestChangeSetFnJoin::test_indirect_update_refence_argument": {
     "recorded-date": "05-05-2025, 13:31:26",
     "recorded-content": {
       "create-change-set-1": {
@@ -1797,7 +1797,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_join.py::TestChangeSetFnJoin::test_update_string_literal_delimiter_empty": {
+  "tests/aws/services/cloudformation/test_change_set_fn_join.py::TestChangeSetFnJoin::test_update_string_literal_delimiter_empty": {
     "recorded-date": "05-05-2025, 13:37:54",
     "recorded-content": {
       "create-change-set-1": {
@@ -2184,7 +2184,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_join.py::TestChangeSetFnJoin::test_update_string_literal_arguments_empty": {
+  "tests/aws/services/cloudformation/test_change_set_fn_join.py::TestChangeSetFnJoin::test_update_string_literal_arguments_empty": {
     "recorded-date": "05-05-2025, 13:42:26",
     "recorded-content": {
       "create-change-set-1": {
diff --git a/tests/aws/services/cloudformation/test_change_set_fn_join.validation.json b/tests/aws/services/cloudformation/test_change_set_fn_join.validation.json
new file mode 100644
index 0000000000000..728504d82bfb2
--- /dev/null
+++ b/tests/aws/services/cloudformation/test_change_set_fn_join.validation.json
@@ -0,0 +1,20 @@
+{
+  "tests/aws/services/cloudformation/test_change_set_fn_join.py::TestChangeSetFnJoin::test_indirect_update_refence_argument": {
+    "last_validated_date": "2025-05-05T13:31:26+00:00"
+  },
+  "tests/aws/services/cloudformation/test_change_set_fn_join.py::TestChangeSetFnJoin::test_update_refence_argument": {
+    "last_validated_date": "2025-05-05T13:24:03+00:00"
+  },
+  "tests/aws/services/cloudformation/test_change_set_fn_join.py::TestChangeSetFnJoin::test_update_string_literal_argument": {
+    "last_validated_date": "2025-05-05T13:10:54+00:00"
+  },
+  "tests/aws/services/cloudformation/test_change_set_fn_join.py::TestChangeSetFnJoin::test_update_string_literal_arguments_empty": {
+    "last_validated_date": "2025-05-05T13:42:26+00:00"
+  },
+  "tests/aws/services/cloudformation/test_change_set_fn_join.py::TestChangeSetFnJoin::test_update_string_literal_delimiter": {
+    "last_validated_date": "2025-05-05T13:15:57+00:00"
+  },
+  "tests/aws/services/cloudformation/test_change_set_fn_join.py::TestChangeSetFnJoin::test_update_string_literal_delimiter_empty": {
+    "last_validated_date": "2025-05-05T13:37:54+00:00"
+  }
+}
diff --git a/tests/aws/services/cloudformation/v2/test_change_set_fn_select.py b/tests/aws/services/cloudformation/test_change_set_fn_select.py
similarity index 96%
rename from tests/aws/services/cloudformation/v2/test_change_set_fn_select.py
rename to tests/aws/services/cloudformation/test_change_set_fn_select.py
index 16b5dee524632..f58e0c65d3ea4 100644
--- a/tests/aws/services/cloudformation/v2/test_change_set_fn_select.py
+++ b/tests/aws/services/cloudformation/test_change_set_fn_select.py
@@ -1,15 +1,11 @@
-import pytest
 from localstack_snapshot.snapshots.transformer import RegexTransformer
+from tests.aws.services.cloudformation.conftest import skip_if_v1_provider
 
-from localstack.services.cloudformation.v2.utils import is_v2_engine
-from localstack.testing.aws.util import is_aws_cloud
 from localstack.testing.pytest import markers
 from localstack.utils.strings import long_uid
 
 
-@pytest.mark.skipif(
-    condition=not is_v2_engine() and not is_aws_cloud(), reason="Requires the V2 engine"
-)
+@skip_if_v1_provider(reason="Requires the V2 engine")
 @markers.snapshot.skip_snapshot_verify(
     paths=[
         "per-resource-events..*",
diff --git a/tests/aws/services/cloudformation/v2/test_change_set_fn_select.snapshot.json b/tests/aws/services/cloudformation/test_change_set_fn_select.snapshot.json
similarity index 98%
rename from tests/aws/services/cloudformation/v2/test_change_set_fn_select.snapshot.json
rename to tests/aws/services/cloudformation/test_change_set_fn_select.snapshot.json
index 3e286c96554e9..3973e17b16508 100644
--- a/tests/aws/services/cloudformation/v2/test_change_set_fn_select.snapshot.json
+++ b/tests/aws/services/cloudformation/test_change_set_fn_select.snapshot.json
@@ -1,5 +1,5 @@
 {
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_select.py::TestChangeSetFnSelect::test_fn_select_add_to_static_property": {
+  "tests/aws/services/cloudformation/test_change_set_fn_select.py::TestChangeSetFnSelect::test_fn_select_add_to_static_property": {
     "recorded-date": "28-05-2025, 13:14:01",
     "recorded-content": {
       "create-change-set-1": {
@@ -377,7 +377,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_select.py::TestChangeSetFnSelect::test_fn_select_remove_from_static_property": {
+  "tests/aws/services/cloudformation/test_change_set_fn_select.py::TestChangeSetFnSelect::test_fn_select_remove_from_static_property": {
     "recorded-date": "28-05-2025, 13:17:47",
     "recorded-content": {
       "create-change-set-1": {
@@ -755,7 +755,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_select.py::TestChangeSetFnSelect::test_fn_select_change_in_selection_list": {
+  "tests/aws/services/cloudformation/test_change_set_fn_select.py::TestChangeSetFnSelect::test_fn_select_change_in_selection_list": {
     "recorded-date": "28-05-2025, 13:21:34",
     "recorded-content": {
       "create-change-set-1": {
@@ -1133,7 +1133,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_select.py::TestChangeSetFnSelect::test_fn_select_change_in_selection_index_only": {
+  "tests/aws/services/cloudformation/test_change_set_fn_select.py::TestChangeSetFnSelect::test_fn_select_change_in_selection_index_only": {
     "recorded-date": "28-05-2025, 13:23:46",
     "recorded-content": {
       "create-change-set-1": {
@@ -1511,7 +1511,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_select.py::TestChangeSetFnSelect::test_fn_select_change_in_selected_element_type_ref": {
+  "tests/aws/services/cloudformation/test_change_set_fn_select.py::TestChangeSetFnSelect::test_fn_select_change_in_selected_element_type_ref": {
     "recorded-date": "28-05-2025, 13:32:24",
     "recorded-content": {
       "create-change-set-1": {
@@ -1889,11 +1889,11 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_select.py::TestChangeSetFnSelect::test_fn_select_change_index_select_from_parameter_list": {
+  "tests/aws/services/cloudformation/test_change_set_fn_select.py::TestChangeSetFnSelect::test_fn_select_change_index_select_from_parameter_list": {
     "recorded-date": "28-05-2025, 13:56:52",
     "recorded-content": {}
   },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_select.py::TestChangeSetFnSelect::test_fn_select_change_get_att_reference": {
+  "tests/aws/services/cloudformation/test_change_set_fn_select.py::TestChangeSetFnSelect::test_fn_select_change_get_att_reference": {
     "recorded-date": "28-05-2025, 14:44:47",
     "recorded-content": {
       "create-change-set-1": {
diff --git a/tests/aws/services/cloudformation/test_change_set_fn_select.validation.json b/tests/aws/services/cloudformation/test_change_set_fn_select.validation.json
new file mode 100644
index 0000000000000..b57493ef0f50d
--- /dev/null
+++ b/tests/aws/services/cloudformation/test_change_set_fn_select.validation.json
@@ -0,0 +1,20 @@
+{
+  "tests/aws/services/cloudformation/test_change_set_fn_select.py::TestChangeSetFnSelect::test_fn_select_add_to_static_property": {
+    "last_validated_date": "2025-05-28T13:14:01+00:00"
+  },
+  "tests/aws/services/cloudformation/test_change_set_fn_select.py::TestChangeSetFnSelect::test_fn_select_change_get_att_reference": {
+    "last_validated_date": "2025-05-28T14:44:47+00:00"
+  },
+  "tests/aws/services/cloudformation/test_change_set_fn_select.py::TestChangeSetFnSelect::test_fn_select_change_in_selected_element_type_ref": {
+    "last_validated_date": "2025-05-28T13:32:24+00:00"
+  },
+  "tests/aws/services/cloudformation/test_change_set_fn_select.py::TestChangeSetFnSelect::test_fn_select_change_in_selection_index_only": {
+    "last_validated_date": "2025-05-28T13:23:46+00:00"
+  },
+  "tests/aws/services/cloudformation/test_change_set_fn_select.py::TestChangeSetFnSelect::test_fn_select_change_in_selection_list": {
+    "last_validated_date": "2025-05-28T13:21:34+00:00"
+  },
+  "tests/aws/services/cloudformation/test_change_set_fn_select.py::TestChangeSetFnSelect::test_fn_select_remove_from_static_property": {
+    "last_validated_date": "2025-05-28T13:17:47+00:00"
+  }
+}
diff --git a/tests/aws/services/cloudformation/v2/test_change_set_fn_split.py b/tests/aws/services/cloudformation/test_change_set_fn_split.py
similarity index 96%
rename from tests/aws/services/cloudformation/v2/test_change_set_fn_split.py
rename to tests/aws/services/cloudformation/test_change_set_fn_split.py
index fd85f7a61011c..40cefad6937d5 100644
--- a/tests/aws/services/cloudformation/v2/test_change_set_fn_split.py
+++ b/tests/aws/services/cloudformation/test_change_set_fn_split.py
@@ -1,15 +1,11 @@
-import pytest
 from localstack_snapshot.snapshots.transformer import RegexTransformer
+from tests.aws.services.cloudformation.conftest import skip_if_v1_provider
 
-from localstack.services.cloudformation.v2.utils import is_v2_engine
-from localstack.testing.aws.util import is_aws_cloud
 from localstack.testing.pytest import markers
 from localstack.utils.strings import long_uid
 
 
-@pytest.mark.skipif(
-    condition=not is_v2_engine() and not is_aws_cloud(), reason="Requires the V2 engine"
-)
+@skip_if_v1_provider(reason="Requires the V2 engine")
 @markers.snapshot.skip_snapshot_verify(
     paths=[
         "per-resource-events..*",
diff --git a/tests/aws/services/cloudformation/v2/test_change_set_fn_split.snapshot.json b/tests/aws/services/cloudformation/test_change_set_fn_split.snapshot.json
similarity index 99%
rename from tests/aws/services/cloudformation/v2/test_change_set_fn_split.snapshot.json
rename to tests/aws/services/cloudformation/test_change_set_fn_split.snapshot.json
index b31381319abae..fa687acb00f0c 100644
--- a/tests/aws/services/cloudformation/v2/test_change_set_fn_split.snapshot.json
+++ b/tests/aws/services/cloudformation/test_change_set_fn_split.snapshot.json
@@ -1,5 +1,5 @@
 {
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_split.py::TestChangeSetFnSplit::test_fn_split_add_to_static_property": {
+  "tests/aws/services/cloudformation/test_change_set_fn_split.py::TestChangeSetFnSplit::test_fn_split_add_to_static_property": {
     "recorded-date": "02-06-2025, 11:19:05",
     "recorded-content": {
       "create-change-set-1": {
@@ -377,7 +377,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_split.py::TestChangeSetFnSplit::test_fn_split_remove_from_static_property": {
+  "tests/aws/services/cloudformation/test_change_set_fn_split.py::TestChangeSetFnSplit::test_fn_split_remove_from_static_property": {
     "recorded-date": "02-06-2025, 11:20:30",
     "recorded-content": {
       "create-change-set-1": {
@@ -755,7 +755,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_split.py::TestChangeSetFnSplit::test_fn_split_change_source_string_only": {
+  "tests/aws/services/cloudformation/test_change_set_fn_split.py::TestChangeSetFnSplit::test_fn_split_change_source_string_only": {
     "recorded-date": "02-06-2025, 11:22:03",
     "recorded-content": {
       "create-change-set-1": {
@@ -1133,7 +1133,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_split.py::TestChangeSetFnSplit::test_fn_split_with_ref_as_string_source": {
+  "tests/aws/services/cloudformation/test_change_set_fn_split.py::TestChangeSetFnSplit::test_fn_split_with_ref_as_string_source": {
     "recorded-date": "02-06-2025, 11:23:28",
     "recorded-content": {
       "create-change-set-1": {
@@ -1577,7 +1577,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_split.py::TestChangeSetFnSplit::test_fn_split_with_get_att": {
+  "tests/aws/services/cloudformation/test_change_set_fn_split.py::TestChangeSetFnSplit::test_fn_split_with_get_att": {
     "recorded-date": "02-06-2025, 11:26:00",
     "recorded-content": {
       "create-change-set-1": {
@@ -2074,7 +2074,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_split.py::TestChangeSetFnSplit::test_fn_split_change_delimiter": {
+  "tests/aws/services/cloudformation/test_change_set_fn_split.py::TestChangeSetFnSplit::test_fn_split_change_delimiter": {
     "recorded-date": "02-06-2025, 12:30:32",
     "recorded-content": {
       "create-change-set-1": {
diff --git a/tests/aws/services/cloudformation/test_change_set_fn_split.validation.json b/tests/aws/services/cloudformation/test_change_set_fn_split.validation.json
new file mode 100644
index 0000000000000..3ecf3eeb393eb
--- /dev/null
+++ b/tests/aws/services/cloudformation/test_change_set_fn_split.validation.json
@@ -0,0 +1,20 @@
+{
+  "tests/aws/services/cloudformation/test_change_set_fn_split.py::TestChangeSetFnSplit::test_fn_split_add_to_static_property": {
+    "last_validated_date": "2025-06-02T11:19:05+00:00"
+  },
+  "tests/aws/services/cloudformation/test_change_set_fn_split.py::TestChangeSetFnSplit::test_fn_split_change_delimiter": {
+    "last_validated_date": "2025-06-02T12:30:32+00:00"
+  },
+  "tests/aws/services/cloudformation/test_change_set_fn_split.py::TestChangeSetFnSplit::test_fn_split_change_source_string_only": {
+    "last_validated_date": "2025-06-02T11:22:03+00:00"
+  },
+  "tests/aws/services/cloudformation/test_change_set_fn_split.py::TestChangeSetFnSplit::test_fn_split_remove_from_static_property": {
+    "last_validated_date": "2025-06-02T11:20:29+00:00"
+  },
+  "tests/aws/services/cloudformation/test_change_set_fn_split.py::TestChangeSetFnSplit::test_fn_split_with_get_att": {
+    "last_validated_date": "2025-06-02T11:26:00+00:00"
+  },
+  "tests/aws/services/cloudformation/test_change_set_fn_split.py::TestChangeSetFnSplit::test_fn_split_with_ref_as_string_source": {
+    "last_validated_date": "2025-06-02T11:23:28+00:00"
+  }
+}
diff --git a/tests/aws/services/cloudformation/v2/test_change_set_fn_sub.py b/tests/aws/services/cloudformation/test_change_set_fn_sub.py
similarity index 97%
rename from tests/aws/services/cloudformation/v2/test_change_set_fn_sub.py
rename to tests/aws/services/cloudformation/test_change_set_fn_sub.py
index 82984d02da21e..11d588d844d1b 100644
--- a/tests/aws/services/cloudformation/v2/test_change_set_fn_sub.py
+++ b/tests/aws/services/cloudformation/test_change_set_fn_sub.py
@@ -1,15 +1,11 @@
-import pytest
 from localstack_snapshot.snapshots.transformer import RegexTransformer
+from tests.aws.services.cloudformation.conftest import skip_if_v1_provider
 
-from localstack.services.cloudformation.v2.utils import is_v2_engine
-from localstack.testing.aws.util import is_aws_cloud
 from localstack.testing.pytest import markers
 from localstack.utils.strings import long_uid
 
 
-@pytest.mark.skipif(
-    condition=not is_v2_engine() and not is_aws_cloud(), reason="Requires the V2 engine"
-)
+@skip_if_v1_provider(reason="Requires the V2 engine")
 @markers.snapshot.skip_snapshot_verify(
     paths=[
         "per-resource-events..*",
diff --git a/tests/aws/services/cloudformation/v2/test_change_set_fn_sub.snapshot.json b/tests/aws/services/cloudformation/test_change_set_fn_sub.snapshot.json
similarity index 99%
rename from tests/aws/services/cloudformation/v2/test_change_set_fn_sub.snapshot.json
rename to tests/aws/services/cloudformation/test_change_set_fn_sub.snapshot.json
index d11042ed00882..6ccd91b746d77 100644
--- a/tests/aws/services/cloudformation/v2/test_change_set_fn_sub.snapshot.json
+++ b/tests/aws/services/cloudformation/test_change_set_fn_sub.snapshot.json
@@ -1,5 +1,5 @@
 {
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_sub.py::TestChangeSetFnSub::test_fn_sub_addition_string_pseudo": {
+  "tests/aws/services/cloudformation/test_change_set_fn_sub.py::TestChangeSetFnSub::test_fn_sub_addition_string_pseudo": {
     "recorded-date": "20-05-2025, 09:54:49",
     "recorded-content": {
       "create-change-set-1": {
@@ -385,7 +385,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_sub.py::TestChangeSetFnSub::test_fn_sub_update_string_pseudo": {
+  "tests/aws/services/cloudformation/test_change_set_fn_sub.py::TestChangeSetFnSub::test_fn_sub_update_string_pseudo": {
     "recorded-date": "20-05-2025, 09:59:44",
     "recorded-content": {
       "create-change-set-1": {
@@ -771,7 +771,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_sub.py::TestChangeSetFnSub::test_fn_sub_delete_string_pseudo": {
+  "tests/aws/services/cloudformation/test_change_set_fn_sub.py::TestChangeSetFnSub::test_fn_sub_delete_string_pseudo": {
     "recorded-date": "20-05-2025, 11:29:16",
     "recorded-content": {
       "create-change-set-1": {
@@ -1157,7 +1157,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_sub.py::TestChangeSetFnSub::test_fn_sub_addition_parameter_literal": {
+  "tests/aws/services/cloudformation/test_change_set_fn_sub.py::TestChangeSetFnSub::test_fn_sub_addition_parameter_literal": {
     "recorded-date": "20-05-2025, 11:54:12",
     "recorded-content": {
       "create-change-set-1": {
@@ -1543,7 +1543,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_sub.py::TestChangeSetFnSub::test_fn_sub_update_parameter_literal": {
+  "tests/aws/services/cloudformation/test_change_set_fn_sub.py::TestChangeSetFnSub::test_fn_sub_update_parameter_literal": {
     "recorded-date": "20-05-2025, 12:01:36",
     "recorded-content": {
       "create-change-set-1": {
@@ -1929,7 +1929,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_sub.py::TestChangeSetFnSub::test_fn_sub_delete_parameter_literal": {
+  "tests/aws/services/cloudformation/test_change_set_fn_sub.py::TestChangeSetFnSub::test_fn_sub_delete_parameter_literal": {
     "recorded-date": "20-05-2025, 12:05:00",
     "recorded-content": {
       "create-change-set-1": {
@@ -2315,7 +2315,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_sub.py::TestChangeSetFnSub::test_fn_sub_addition_parameter_ref": {
+  "tests/aws/services/cloudformation/test_change_set_fn_sub.py::TestChangeSetFnSub::test_fn_sub_addition_parameter_ref": {
     "recorded-date": "20-05-2025, 15:08:40",
     "recorded-content": {
       "create-change-set-1": {
@@ -2749,7 +2749,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_sub.py::TestChangeSetFnSub::test_fn_sub_update_parameter_type": {
+  "tests/aws/services/cloudformation/test_change_set_fn_sub.py::TestChangeSetFnSub::test_fn_sub_update_parameter_type": {
     "recorded-date": "20-05-2025, 15:10:16",
     "recorded-content": {
       "create-change-set-1": {
@@ -3183,7 +3183,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_sub.py::TestChangeSetFnSub::test_fn_sub_addition_parameter": {
+  "tests/aws/services/cloudformation/test_change_set_fn_sub.py::TestChangeSetFnSub::test_fn_sub_addition_parameter": {
     "recorded-date": "20-05-2025, 15:26:13",
     "recorded-content": {
       "create-change-set-1": {
diff --git a/tests/aws/services/cloudformation/test_change_set_fn_sub.validation.json b/tests/aws/services/cloudformation/test_change_set_fn_sub.validation.json
new file mode 100644
index 0000000000000..a8c8278cdb8a9
--- /dev/null
+++ b/tests/aws/services/cloudformation/test_change_set_fn_sub.validation.json
@@ -0,0 +1,29 @@
+{
+  "tests/aws/services/cloudformation/test_change_set_fn_sub.py::TestChangeSetFnSub::test_fn_sub_addition_parameter": {
+    "last_validated_date": "2025-05-20T15:26:12+00:00"
+  },
+  "tests/aws/services/cloudformation/test_change_set_fn_sub.py::TestChangeSetFnSub::test_fn_sub_addition_parameter_literal": {
+    "last_validated_date": "2025-05-20T11:54:12+00:00"
+  },
+  "tests/aws/services/cloudformation/test_change_set_fn_sub.py::TestChangeSetFnSub::test_fn_sub_addition_parameter_ref": {
+    "last_validated_date": "2025-05-20T15:08:40+00:00"
+  },
+  "tests/aws/services/cloudformation/test_change_set_fn_sub.py::TestChangeSetFnSub::test_fn_sub_addition_string_pseudo": {
+    "last_validated_date": "2025-05-20T09:54:49+00:00"
+  },
+  "tests/aws/services/cloudformation/test_change_set_fn_sub.py::TestChangeSetFnSub::test_fn_sub_delete_parameter_literal": {
+    "last_validated_date": "2025-05-20T12:05:00+00:00"
+  },
+  "tests/aws/services/cloudformation/test_change_set_fn_sub.py::TestChangeSetFnSub::test_fn_sub_delete_string_pseudo": {
+    "last_validated_date": "2025-05-20T11:29:16+00:00"
+  },
+  "tests/aws/services/cloudformation/test_change_set_fn_sub.py::TestChangeSetFnSub::test_fn_sub_update_parameter_literal": {
+    "last_validated_date": "2025-05-20T12:01:36+00:00"
+  },
+  "tests/aws/services/cloudformation/test_change_set_fn_sub.py::TestChangeSetFnSub::test_fn_sub_update_parameter_type": {
+    "last_validated_date": "2025-05-20T15:10:15+00:00"
+  },
+  "tests/aws/services/cloudformation/test_change_set_fn_sub.py::TestChangeSetFnSub::test_fn_sub_update_string_pseudo": {
+    "last_validated_date": "2025-05-20T09:59:44+00:00"
+  }
+}
diff --git a/tests/aws/services/cloudformation/v2/test_change_set_global_macros.py b/tests/aws/services/cloudformation/test_change_set_global_macros.py
similarity index 93%
rename from tests/aws/services/cloudformation/v2/test_change_set_global_macros.py
rename to tests/aws/services/cloudformation/test_change_set_global_macros.py
index ef31281f2096e..6a9343d857a18 100644
--- a/tests/aws/services/cloudformation/v2/test_change_set_global_macros.py
+++ b/tests/aws/services/cloudformation/test_change_set_global_macros.py
@@ -1,21 +1,17 @@
 import json
 import os
 
-import pytest
 from localstack_snapshot.snapshots.transformer import JsonpathTransformer, RegexTransformer
+from tests.aws.services.cloudformation.conftest import skip_if_v1_provider
 
 from localstack.aws.api.lambda_ import Runtime
-from localstack.services.cloudformation.v2.utils import is_v2_engine
-from localstack.testing.aws.util import is_aws_cloud
 from localstack.testing.pytest import markers
 from localstack.testing.pytest.cloudformation.fixtures import _normalise_describe_change_set_output
 from localstack.utils.functions import call_safe
 from localstack.utils.strings import short_uid
 
 
-@pytest.mark.skipif(
-    condition=not is_v2_engine() and not is_aws_cloud(), reason="Requires the V2 engine"
-)
+@skip_if_v1_provider(reason="Requires the V2 engine")
 @markers.snapshot.skip_snapshot_verify(
     paths=[
         "per-resource-events..*",
@@ -51,7 +47,7 @@ def test_base_global_macro(
             )
         )
         macro_function_path = os.path.join(
-            os.path.dirname(__file__), "../../../templates/macros/format_template.py"
+            os.path.dirname(__file__), "../../templates/macros/format_template.py"
         )
         macro_name = "SubstitutionMacro"
         func_name = f"test_lambda_{short_uid()}"
@@ -64,7 +60,7 @@ def test_base_global_macro(
         )
         deploy_cfn_template(
             template_path=os.path.join(
-                os.path.dirname(__file__), "../../../templates/macro_resource.yml"
+                os.path.dirname(__file__), "../../templates/macro_resource.yml"
             ),
             parameters={"FunctionName": func_name, "MacroName": macro_name},
         )
@@ -119,7 +115,7 @@ def test_update_after_macro_for_before_version_is_deleted(
         )
         snapshot.add_transformer(snapshot.transform.cloudformation_api())
         macro_function_path = os.path.join(
-            os.path.dirname(__file__), "../../../templates/macros/format_template.py"
+            os.path.dirname(__file__), "../../templates/macros/format_template.py"
         )
 
         # Create the macro to be used in the first version of the template.
@@ -135,7 +131,7 @@ def test_update_after_macro_for_before_version_is_deleted(
         )
         macro_stack_first = deploy_cfn_template(
             template_path=os.path.join(
-                os.path.dirname(__file__), "../../../templates/macro_resource.yml"
+                os.path.dirname(__file__), "../../templates/macro_resource.yml"
             ),
             parameters={"FunctionName": func_name, "MacroName": macro_name_first},
         )
@@ -216,7 +212,7 @@ def test_update_after_macro_for_before_version_is_deleted(
         )
         macro_stack_second = deploy_cfn_template(
             template_path=os.path.join(
-                os.path.dirname(__file__), "../../../templates/macro_resource.yml"
+                os.path.dirname(__file__), "../../templates/macro_resource.yml"
             ),
             parameters={"FunctionName": func_name, "MacroName": macro_name_second},
         )
diff --git a/tests/aws/services/cloudformation/v2/test_change_set_global_macros.snapshot.json b/tests/aws/services/cloudformation/test_change_set_global_macros.snapshot.json
similarity index 98%
rename from tests/aws/services/cloudformation/v2/test_change_set_global_macros.snapshot.json
rename to tests/aws/services/cloudformation/test_change_set_global_macros.snapshot.json
index 686fa970b25f9..7b5522ddbf3bc 100644
--- a/tests/aws/services/cloudformation/v2/test_change_set_global_macros.snapshot.json
+++ b/tests/aws/services/cloudformation/test_change_set_global_macros.snapshot.json
@@ -1,5 +1,5 @@
 {
-  "tests/aws/services/cloudformation/v2/test_change_set_global_macros.py::TestChangeSetGlobalMacros::test_base_global_macro": {
+  "tests/aws/services/cloudformation/test_change_set_global_macros.py::TestChangeSetGlobalMacros::test_base_global_macro": {
     "recorded-date": "24-06-2025, 15:16:22",
     "recorded-content": {
       "create-change-set-1": {
@@ -338,7 +338,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_set_global_macros.py::TestChangeSetGlobalMacros::test_update_after_macro_for_before_version_is_deleted": {
+  "tests/aws/services/cloudformation/test_change_set_global_macros.py::TestChangeSetGlobalMacros::test_update_after_macro_for_before_version_is_deleted": {
     "recorded-date": "26-06-2025, 11:59:06",
     "recorded-content": {
       "describe-change-set-1-prop-values": {
diff --git a/tests/aws/services/cloudformation/v2/test_change_set_global_macros.validation.json b/tests/aws/services/cloudformation/test_change_set_global_macros.validation.json
similarity index 56%
rename from tests/aws/services/cloudformation/v2/test_change_set_global_macros.validation.json
rename to tests/aws/services/cloudformation/test_change_set_global_macros.validation.json
index d88f126525af3..df980f6434101 100644
--- a/tests/aws/services/cloudformation/v2/test_change_set_global_macros.validation.json
+++ b/tests/aws/services/cloudformation/test_change_set_global_macros.validation.json
@@ -1,5 +1,5 @@
 {
-  "tests/aws/services/cloudformation/v2/test_change_set_global_macros.py::TestChangeSetGlobalMacros::test_base_global_macro": {
+  "tests/aws/services/cloudformation/test_change_set_global_macros.py::TestChangeSetGlobalMacros::test_base_global_macro": {
     "last_validated_date": "2025-06-24T15:16:22+00:00",
     "durations_in_seconds": {
       "setup": 11.62,
@@ -8,7 +8,7 @@
       "total": 52.03
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_set_global_macros.py::TestChangeSetGlobalMacros::test_update_after_macro_for_before_version_is_deleted": {
+  "tests/aws/services/cloudformation/test_change_set_global_macros.py::TestChangeSetGlobalMacros::test_update_after_macro_for_before_version_is_deleted": {
     "last_validated_date": "2025-06-26T11:59:07+00:00",
     "durations_in_seconds": {
       "setup": 11.46,
diff --git a/tests/aws/services/cloudformation/v2/test_change_set_mappings.py b/tests/aws/services/cloudformation/test_change_set_mappings.py
similarity index 97%
rename from tests/aws/services/cloudformation/v2/test_change_set_mappings.py
rename to tests/aws/services/cloudformation/test_change_set_mappings.py
index 05fa11a2cce80..e9bb3bd93d360 100644
--- a/tests/aws/services/cloudformation/v2/test_change_set_mappings.py
+++ b/tests/aws/services/cloudformation/test_change_set_mappings.py
@@ -1,15 +1,11 @@
-import pytest
 from localstack_snapshot.snapshots.transformer import RegexTransformer
+from tests.aws.services.cloudformation.conftest import skip_if_v1_provider
 
-from localstack.services.cloudformation.v2.utils import is_v2_engine
-from localstack.testing.aws.util import is_aws_cloud
 from localstack.testing.pytest import markers
 from localstack.utils.strings import long_uid
 
 
-@pytest.mark.skipif(
-    condition=not is_v2_engine() and not is_aws_cloud(), reason="Requires the V2 engine"
-)
+@skip_if_v1_provider(reason="Requires the V2 engine")
 @markers.snapshot.skip_snapshot_verify(
     paths=[
         "per-resource-events..*",
diff --git a/tests/aws/services/cloudformation/v2/test_change_set_mappings.snapshot.json b/tests/aws/services/cloudformation/test_change_set_mappings.snapshot.json
similarity index 99%
rename from tests/aws/services/cloudformation/v2/test_change_set_mappings.snapshot.json
rename to tests/aws/services/cloudformation/test_change_set_mappings.snapshot.json
index 58882da07da49..a194134d1dd56 100644
--- a/tests/aws/services/cloudformation/v2/test_change_set_mappings.snapshot.json
+++ b/tests/aws/services/cloudformation/test_change_set_mappings.snapshot.json
@@ -1,5 +1,5 @@
 {
-  "tests/aws/services/cloudformation/v2/test_change_set_mappings.py::TestChangeSetMappings::test_mapping_leaf_update": {
+  "tests/aws/services/cloudformation/test_change_set_mappings.py::TestChangeSetMappings::test_mapping_leaf_update": {
     "recorded-date": "15-04-2025, 13:03:18",
     "recorded-content": {
       "create-change-set-1": {
@@ -386,7 +386,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_set_mappings.py::TestChangeSetMappings::test_mapping_key_update": {
+  "tests/aws/services/cloudformation/test_change_set_mappings.py::TestChangeSetMappings::test_mapping_key_update": {
     "recorded-date": "15-04-2025, 13:04:44",
     "recorded-content": {
       "create-change-set-1": {
@@ -773,7 +773,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_set_mappings.py::TestChangeSetMappings::test_mapping_addition_with_resource": {
+  "tests/aws/services/cloudformation/test_change_set_mappings.py::TestChangeSetMappings::test_mapping_addition_with_resource": {
     "recorded-date": "15-04-2025, 13:05:52",
     "recorded-content": {
       "create-change-set-1": {
@@ -1140,7 +1140,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_set_mappings.py::TestChangeSetMappings::test_mapping_key_addition_with_resource": {
+  "tests/aws/services/cloudformation/test_change_set_mappings.py::TestChangeSetMappings::test_mapping_key_addition_with_resource": {
     "recorded-date": "15-04-2025, 13:07:01",
     "recorded-content": {
       "create-change-set-1": {
@@ -1507,7 +1507,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_set_mappings.py::TestChangeSetMappings::test_mapping_deletion_with_resource_remap": {
+  "tests/aws/services/cloudformation/test_change_set_mappings.py::TestChangeSetMappings::test_mapping_deletion_with_resource_remap": {
     "recorded-date": "15-04-2025, 13:08:27",
     "recorded-content": {
       "create-change-set-1": {
@@ -1966,7 +1966,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_set_mappings.py::TestChangeSetMappings::test_mapping_key_deletion_with_resource_remap": {
+  "tests/aws/services/cloudformation/test_change_set_mappings.py::TestChangeSetMappings::test_mapping_key_deletion_with_resource_remap": {
     "recorded-date": "15-04-2025, 13:15:54",
     "recorded-content": {
       "create-change-set-1": {
diff --git a/tests/aws/services/cloudformation/test_change_set_mappings.validation.json b/tests/aws/services/cloudformation/test_change_set_mappings.validation.json
new file mode 100644
index 0000000000000..db9c5158538e7
--- /dev/null
+++ b/tests/aws/services/cloudformation/test_change_set_mappings.validation.json
@@ -0,0 +1,20 @@
+{
+  "tests/aws/services/cloudformation/test_change_set_mappings.py::TestChangeSetMappings::test_mapping_addition_with_resource": {
+    "last_validated_date": "2025-04-15T13:05:52+00:00"
+  },
+  "tests/aws/services/cloudformation/test_change_set_mappings.py::TestChangeSetMappings::test_mapping_deletion_with_resource_remap": {
+    "last_validated_date": "2025-04-15T13:08:27+00:00"
+  },
+  "tests/aws/services/cloudformation/test_change_set_mappings.py::TestChangeSetMappings::test_mapping_key_addition_with_resource": {
+    "last_validated_date": "2025-04-15T13:07:01+00:00"
+  },
+  "tests/aws/services/cloudformation/test_change_set_mappings.py::TestChangeSetMappings::test_mapping_key_deletion_with_resource_remap": {
+    "last_validated_date": "2025-04-15T13:15:54+00:00"
+  },
+  "tests/aws/services/cloudformation/test_change_set_mappings.py::TestChangeSetMappings::test_mapping_key_update": {
+    "last_validated_date": "2025-04-15T13:04:43+00:00"
+  },
+  "tests/aws/services/cloudformation/test_change_set_mappings.py::TestChangeSetMappings::test_mapping_leaf_update": {
+    "last_validated_date": "2025-04-15T13:03:18+00:00"
+  }
+}
diff --git a/tests/aws/services/cloudformation/v2/test_change_set_parameters.py b/tests/aws/services/cloudformation/test_change_set_parameters.py
similarity index 94%
rename from tests/aws/services/cloudformation/v2/test_change_set_parameters.py
rename to tests/aws/services/cloudformation/test_change_set_parameters.py
index ac04661b2ba8d..faceacf0b4a61 100644
--- a/tests/aws/services/cloudformation/v2/test_change_set_parameters.py
+++ b/tests/aws/services/cloudformation/test_change_set_parameters.py
@@ -1,15 +1,11 @@
-import pytest
 from localstack_snapshot.snapshots.transformer import RegexTransformer
+from tests.aws.services.cloudformation.conftest import skip_if_v1_provider
 
-from localstack.services.cloudformation.v2.utils import is_v2_engine
-from localstack.testing.aws.util import is_aws_cloud
 from localstack.testing.pytest import markers
 from localstack.utils.strings import long_uid
 
 
-@pytest.mark.skipif(
-    condition=not is_v2_engine() and not is_aws_cloud(), reason="Requires the V2 engine"
-)
+@skip_if_v1_provider(reason="Requires the V2 engine")
 @markers.snapshot.skip_snapshot_verify(
     paths=[
         "per-resource-events..*",
diff --git a/tests/aws/services/cloudformation/v2/test_change_set_parameters.snapshot.json b/tests/aws/services/cloudformation/test_change_set_parameters.snapshot.json
similarity index 99%
rename from tests/aws/services/cloudformation/v2/test_change_set_parameters.snapshot.json
rename to tests/aws/services/cloudformation/test_change_set_parameters.snapshot.json
index 4d0c44f81f248..cdb8fb837e17a 100644
--- a/tests/aws/services/cloudformation/v2/test_change_set_parameters.snapshot.json
+++ b/tests/aws/services/cloudformation/test_change_set_parameters.snapshot.json
@@ -1,5 +1,5 @@
 {
-  "tests/aws/services/cloudformation/v2/test_change_set_parameters.py::TestChangeSetParameters::test_update_parameter_default_value": {
+  "tests/aws/services/cloudformation/test_change_set_parameters.py::TestChangeSetParameters::test_update_parameter_default_value": {
     "recorded-date": "17-04-2025, 15:35:43",
     "recorded-content": {
       "create-change-set-1": {
@@ -481,7 +481,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_set_parameters.py::TestChangeSetParameters::test_update_parameter_with_added_default_value": {
+  "tests/aws/services/cloudformation/test_change_set_parameters.py::TestChangeSetParameters::test_update_parameter_with_added_default_value": {
     "recorded-date": "17-04-2025, 15:39:55",
     "recorded-content": {
       "create-change-set-1": {
@@ -963,7 +963,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_set_parameters.py::TestChangeSetParameters::test_update_parameter_with_removed_default_value": {
+  "tests/aws/services/cloudformation/test_change_set_parameters.py::TestChangeSetParameters::test_update_parameter_with_removed_default_value": {
     "recorded-date": "17-04-2025, 15:44:25",
     "recorded-content": {
       "create-change-set-1": {
@@ -1445,7 +1445,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_set_parameters.py::TestChangeSetParameters::test_update_parameter_default_value_with_dynamic_overrides": {
+  "tests/aws/services/cloudformation/test_change_set_parameters.py::TestChangeSetParameters::test_update_parameter_default_value_with_dynamic_overrides": {
     "recorded-date": "17-04-2025, 15:46:46",
     "recorded-content": {
       "create-change-set-1": {
diff --git a/tests/aws/services/cloudformation/test_change_set_parameters.validation.json b/tests/aws/services/cloudformation/test_change_set_parameters.validation.json
new file mode 100644
index 0000000000000..36c85e0e750ce
--- /dev/null
+++ b/tests/aws/services/cloudformation/test_change_set_parameters.validation.json
@@ -0,0 +1,14 @@
+{
+  "tests/aws/services/cloudformation/test_change_set_parameters.py::TestChangeSetParameters::test_update_parameter_default_value": {
+    "last_validated_date": "2025-04-17T15:35:43+00:00"
+  },
+  "tests/aws/services/cloudformation/test_change_set_parameters.py::TestChangeSetParameters::test_update_parameter_default_value_with_dynamic_overrides": {
+    "last_validated_date": "2025-04-17T15:46:46+00:00"
+  },
+  "tests/aws/services/cloudformation/test_change_set_parameters.py::TestChangeSetParameters::test_update_parameter_with_added_default_value": {
+    "last_validated_date": "2025-04-17T15:39:55+00:00"
+  },
+  "tests/aws/services/cloudformation/test_change_set_parameters.py::TestChangeSetParameters::test_update_parameter_with_removed_default_value": {
+    "last_validated_date": "2025-04-17T15:44:24+00:00"
+  }
+}
diff --git a/tests/aws/services/cloudformation/v2/test_change_set_ref.py b/tests/aws/services/cloudformation/test_change_set_ref.py
similarity index 98%
rename from tests/aws/services/cloudformation/v2/test_change_set_ref.py
rename to tests/aws/services/cloudformation/test_change_set_ref.py
index 3785e861094f2..c4d147baf4d92 100644
--- a/tests/aws/services/cloudformation/v2/test_change_set_ref.py
+++ b/tests/aws/services/cloudformation/test_change_set_ref.py
@@ -1,15 +1,11 @@
-import pytest
 from localstack_snapshot.snapshots.transformer import RegexTransformer
+from tests.aws.services.cloudformation.conftest import skip_if_v1_provider
 
-from localstack.services.cloudformation.v2.utils import is_v2_engine
-from localstack.testing.aws.util import is_aws_cloud
 from localstack.testing.pytest import markers
 from localstack.utils.strings import long_uid
 
 
-@pytest.mark.skipif(
-    condition=not is_v2_engine() and not is_aws_cloud(), reason="Requires the V2 engine"
-)
+@skip_if_v1_provider(reason="Requires the V2 engine")
 @markers.snapshot.skip_snapshot_verify(
     paths=[
         "per-resource-events..*",
diff --git a/tests/aws/services/cloudformation/v2/test_change_set_ref.snapshot.json b/tests/aws/services/cloudformation/test_change_set_ref.snapshot.json
similarity index 99%
rename from tests/aws/services/cloudformation/v2/test_change_set_ref.snapshot.json
rename to tests/aws/services/cloudformation/test_change_set_ref.snapshot.json
index d6aac38ddd772..00d1b512a7dc4 100644
--- a/tests/aws/services/cloudformation/v2/test_change_set_ref.snapshot.json
+++ b/tests/aws/services/cloudformation/test_change_set_ref.snapshot.json
@@ -1,5 +1,5 @@
 {
-  "tests/aws/services/cloudformation/v2/test_change_set_ref.py::TestChangeSetRef::test_resource_addition": {
+  "tests/aws/services/cloudformation/test_change_set_ref.py::TestChangeSetRef::test_resource_addition": {
     "recorded-date": "08-04-2025, 15:22:38",
     "recorded-content": {
       "create-change-set-1": {
@@ -366,7 +366,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_set_ref.py::TestChangeSetRef::test_direct_attribute_value_change": {
+  "tests/aws/services/cloudformation/test_change_set_ref.py::TestChangeSetRef::test_direct_attribute_value_change": {
     "recorded-date": "08-04-2025, 15:36:44",
     "recorded-content": {
       "create-change-set-1": {
@@ -825,7 +825,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_set_ref.py::TestChangeSetRef::test_direct_attribute_value_change_in_ref_chain": {
+  "tests/aws/services/cloudformation/test_change_set_ref.py::TestChangeSetRef::test_direct_attribute_value_change_in_ref_chain": {
     "recorded-date": "08-04-2025, 15:45:54",
     "recorded-content": {
       "create-change-set-1": {
@@ -1356,7 +1356,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_set_ref.py::TestChangeSetRef::test_direct_attribute_value_change_with_dependent_addition": {
+  "tests/aws/services/cloudformation/test_change_set_ref.py::TestChangeSetRef::test_direct_attribute_value_change_with_dependent_addition": {
     "recorded-date": "08-04-2025, 15:51:05",
     "recorded-content": {
       "create-change-set-1": {
@@ -1815,7 +1815,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_set_ref.py::TestChangeSetRef::test_immutable_property_update_causes_resource_replacement": {
+  "tests/aws/services/cloudformation/test_change_set_ref.py::TestChangeSetRef::test_immutable_property_update_causes_resource_replacement": {
     "recorded-date": "08-04-2025, 16:00:20",
     "recorded-content": {
       "create-change-set-1": {
@@ -2441,7 +2441,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_set_ref.py::TestChangeSetRef::test_supported_pseudo_parameter": {
+  "tests/aws/services/cloudformation/test_change_set_ref.py::TestChangeSetRef::test_supported_pseudo_parameter": {
     "recorded-date": "19-05-2025, 10:22:18",
     "recorded-content": {
       "create-change-set-1": {
diff --git a/tests/aws/services/cloudformation/test_change_set_ref.validation.json b/tests/aws/services/cloudformation/test_change_set_ref.validation.json
new file mode 100644
index 0000000000000..f7d5b65ead975
--- /dev/null
+++ b/tests/aws/services/cloudformation/test_change_set_ref.validation.json
@@ -0,0 +1,20 @@
+{
+  "tests/aws/services/cloudformation/test_change_set_ref.py::TestChangeSetRef::test_direct_attribute_value_change": {
+    "last_validated_date": "2025-04-08T15:36:44+00:00"
+  },
+  "tests/aws/services/cloudformation/test_change_set_ref.py::TestChangeSetRef::test_direct_attribute_value_change_in_ref_chain": {
+    "last_validated_date": "2025-04-08T15:45:54+00:00"
+  },
+  "tests/aws/services/cloudformation/test_change_set_ref.py::TestChangeSetRef::test_direct_attribute_value_change_with_dependent_addition": {
+    "last_validated_date": "2025-04-08T15:51:05+00:00"
+  },
+  "tests/aws/services/cloudformation/test_change_set_ref.py::TestChangeSetRef::test_immutable_property_update_causes_resource_replacement": {
+    "last_validated_date": "2025-04-08T16:00:20+00:00"
+  },
+  "tests/aws/services/cloudformation/test_change_set_ref.py::TestChangeSetRef::test_resource_addition": {
+    "last_validated_date": "2025-04-08T15:22:37+00:00"
+  },
+  "tests/aws/services/cloudformation/test_change_set_ref.py::TestChangeSetRef::test_supported_pseudo_parameter": {
+    "last_validated_date": "2025-05-19T10:22:18+00:00"
+  }
+}
diff --git a/tests/aws/services/cloudformation/v2/test_change_set_values.py b/tests/aws/services/cloudformation/test_change_set_values.py
similarity index 90%
rename from tests/aws/services/cloudformation/v2/test_change_set_values.py
rename to tests/aws/services/cloudformation/test_change_set_values.py
index 90084441dd4cb..3698738c89c17 100644
--- a/tests/aws/services/cloudformation/v2/test_change_set_values.py
+++ b/tests/aws/services/cloudformation/test_change_set_values.py
@@ -1,15 +1,11 @@
-import pytest
 from localstack_snapshot.snapshots.transformer import RegexTransformer
+from tests.aws.services.cloudformation.conftest import skip_if_v1_provider
 
-from localstack.services.cloudformation.v2.utils import is_v2_engine
-from localstack.testing.aws.util import is_aws_cloud
 from localstack.testing.pytest import markers
 from localstack.utils.strings import long_uid
 
 
-@pytest.mark.skipif(
-    condition=not is_v2_engine() and not is_aws_cloud(), reason="Requires the V2 engine"
-)
+@skip_if_v1_provider(reason="Requires the V2 engine")
 @markers.snapshot.skip_snapshot_verify(
     paths=[
         "per-resource-events..*",
diff --git a/tests/aws/services/cloudformation/v2/test_change_set_values.snapshot.json b/tests/aws/services/cloudformation/test_change_set_values.snapshot.json
similarity index 99%
rename from tests/aws/services/cloudformation/v2/test_change_set_values.snapshot.json
rename to tests/aws/services/cloudformation/test_change_set_values.snapshot.json
index c2b398a920fc4..10515aca705a3 100644
--- a/tests/aws/services/cloudformation/v2/test_change_set_values.snapshot.json
+++ b/tests/aws/services/cloudformation/test_change_set_values.snapshot.json
@@ -1,5 +1,5 @@
 {
-  "tests/aws/services/cloudformation/v2/test_change_set_values.py::TestChangeSetValues::test_property_empy_list": {
+  "tests/aws/services/cloudformation/test_change_set_values.py::TestChangeSetValues::test_property_empy_list": {
     "recorded-date": "23-05-2025, 17:56:06",
     "recorded-content": {
       "create-change-set-1": {
diff --git a/tests/aws/services/cloudformation/test_change_set_values.validation.json b/tests/aws/services/cloudformation/test_change_set_values.validation.json
new file mode 100644
index 0000000000000..4d140798dd566
--- /dev/null
+++ b/tests/aws/services/cloudformation/test_change_set_values.validation.json
@@ -0,0 +1,5 @@
+{
+  "tests/aws/services/cloudformation/test_change_set_values.py::TestChangeSetValues::test_property_empy_list": {
+    "last_validated_date": "2025-05-23T17:56:06+00:00"
+  }
+}
diff --git a/tests/aws/services/cloudformation/v2/test_change_sets.py b/tests/aws/services/cloudformation/test_change_sets.py
similarity index 88%
rename from tests/aws/services/cloudformation/v2/test_change_sets.py
rename to tests/aws/services/cloudformation/test_change_sets.py
index 20ef3e331d59e..738c87638786c 100644
--- a/tests/aws/services/cloudformation/v2/test_change_sets.py
+++ b/tests/aws/services/cloudformation/test_change_sets.py
@@ -3,22 +3,14 @@
 
 import pytest
 from localstack_snapshot.snapshots.transformer import RegexTransformer
+from tests.aws.services.cloudformation.conftest import skip_if_v1_provider
 
 from localstack.aws.connect import ServiceLevelClientFactory
-from localstack.services.cloudformation.v2.utils import is_v2_engine
-from localstack.testing.aws.util import is_aws_cloud
 from localstack.testing.pytest import markers
 from localstack.utils.strings import short_uid
 
-pytestmark = pytest.mark.skipif(
-    condition=not is_v2_engine() and not is_aws_cloud(),
-    reason="Only targeting the new engine",
-)
-
 
-@pytest.mark.skipif(
-    condition=not is_v2_engine() and not is_aws_cloud(), reason="Requires the V2 engine"
-)
+@skip_if_v1_provider(reason="Requires the V2 engine")
 @markers.snapshot.skip_snapshot_verify(
     paths=[
         "delete-describe..*",
@@ -724,78 +716,67 @@ def test_base_mapping_scenarios(
     ):
         capture_update_process(snapshot, template_1, template_2)
 
+    @markers.aws.validated
+    def test_single_resource_static_update(
+        self, aws_client: ServiceLevelClientFactory, snapshot, cleanups
+    ):
+        snapshot.add_transformer(snapshot.transform.cloudformation_api())
+        parameter_name = f"parameter-{short_uid()}"
+        value1 = "foo"
+        value2 = "bar"
 
-@markers.aws.validated
-@markers.snapshot.skip_snapshot_verify(
-    paths=[
-        "$..Capabilities",
-        "$..IncludeNestedStacks",
-        "$..NotificationARNs",
-        "$..Parameters",
-        "$..Changes..ResourceChange.Details",
-        "$..Changes..ResourceChange.Scope",
-        "$..Changes..ResourceChange.PhysicalResourceId",
-        "$..Changes..ResourceChange.Replacement",
-    ]
-)
-def test_single_resource_static_update(aws_client: ServiceLevelClientFactory, snapshot, cleanups):
-    snapshot.add_transformer(snapshot.transform.cloudformation_api())
-    parameter_name = f"parameter-{short_uid()}"
-    value1 = "foo"
-    value2 = "bar"
-
-    t1 = {
-        "Resources": {
-            "MyParameter": {
-                "Type": "AWS::SSM::Parameter",
-                "Properties": {
-                    "Name": parameter_name,
-                    "Type": "String",
-                    "Value": value1,
+        t1 = {
+            "Resources": {
+                "MyParameter": {
+                    "Type": "AWS::SSM::Parameter",
+                    "Properties": {
+                        "Name": parameter_name,
+                        "Type": "String",
+                        "Value": value1,
+                    },
                 },
             },
-        },
-    }
-
-    stack_name = f"stack-{short_uid()}"
-    change_set_name = f"cs-{short_uid()}"
-    cs_result = aws_client.cloudformation.create_change_set(
-        StackName=stack_name,
-        ChangeSetName=change_set_name,
-        TemplateBody=json.dumps(t1),
-        ChangeSetType="CREATE",
-    )
-    cs_id = cs_result["Id"]
-    stack_id = cs_result["StackId"]
-    aws_client.cloudformation.get_waiter("change_set_create_complete").wait(ChangeSetName=cs_id)
-    cleanups.append(lambda: aws_client.cloudformation.delete_stack(StackName=stack_id))
+        }
 
-    describe_result = aws_client.cloudformation.describe_change_set(ChangeSetName=cs_id)
-    snapshot.match("describe-1", describe_result)
+        stack_name = f"stack-{short_uid()}"
+        change_set_name = f"cs-{short_uid()}"
+        cs_result = aws_client.cloudformation.create_change_set(
+            StackName=stack_name,
+            ChangeSetName=change_set_name,
+            TemplateBody=json.dumps(t1),
+            ChangeSetType="CREATE",
+        )
+        cs_id = cs_result["Id"]
+        stack_id = cs_result["StackId"]
+        aws_client.cloudformation.get_waiter("change_set_create_complete").wait(ChangeSetName=cs_id)
+        cleanups.append(lambda: aws_client.cloudformation.delete_stack(StackName=stack_id))
 
-    aws_client.cloudformation.execute_change_set(ChangeSetName=cs_id)
-    aws_client.cloudformation.get_waiter("stack_create_complete").wait(StackName=stack_id)
+        describe_result = aws_client.cloudformation.describe_change_set(ChangeSetName=cs_id)
+        snapshot.match("describe-1", describe_result)
 
-    parameter = aws_client.ssm.get_parameter(Name=parameter_name)["Parameter"]
-    snapshot.match("parameter-1", parameter)
+        aws_client.cloudformation.execute_change_set(ChangeSetName=cs_id)
+        aws_client.cloudformation.get_waiter("stack_create_complete").wait(StackName=stack_id)
 
-    t2 = copy.deepcopy(t1)
-    t2["Resources"]["MyParameter"]["Properties"]["Value"] = value2
+        parameter = aws_client.ssm.get_parameter(Name=parameter_name)["Parameter"]
+        snapshot.match("parameter-1", parameter)
 
-    change_set_name = f"cs-{short_uid()}"
-    cs_result = aws_client.cloudformation.create_change_set(
-        StackName=stack_name,
-        ChangeSetName=change_set_name,
-        TemplateBody=json.dumps(t2),
-    )
-    cs_id = cs_result["Id"]
-    aws_client.cloudformation.get_waiter("change_set_create_complete").wait(ChangeSetName=cs_id)
+        t2 = copy.deepcopy(t1)
+        t2["Resources"]["MyParameter"]["Properties"]["Value"] = value2
+
+        change_set_name = f"cs-{short_uid()}"
+        cs_result = aws_client.cloudformation.create_change_set(
+            StackName=stack_name,
+            ChangeSetName=change_set_name,
+            TemplateBody=json.dumps(t2),
+        )
+        cs_id = cs_result["Id"]
+        aws_client.cloudformation.get_waiter("change_set_create_complete").wait(ChangeSetName=cs_id)
 
-    describe_result = aws_client.cloudformation.describe_change_set(ChangeSetName=cs_id)
-    snapshot.match("describe-2", describe_result)
+        describe_result = aws_client.cloudformation.describe_change_set(ChangeSetName=cs_id)
+        snapshot.match("describe-2", describe_result)
 
-    aws_client.cloudformation.execute_change_set(ChangeSetName=cs_id)
-    aws_client.cloudformation.get_waiter("stack_update_complete").wait(StackName=stack_id)
+        aws_client.cloudformation.execute_change_set(ChangeSetName=cs_id)
+        aws_client.cloudformation.get_waiter("stack_update_complete").wait(StackName=stack_id)
 
-    parameter = aws_client.ssm.get_parameter(Name=parameter_name)["Parameter"]
-    snapshot.match("parameter-2", parameter)
+        parameter = aws_client.ssm.get_parameter(Name=parameter_name)["Parameter"]
+        snapshot.match("parameter-2", parameter)
diff --git a/tests/aws/services/cloudformation/v2/test_change_sets.snapshot.json b/tests/aws/services/cloudformation/test_change_sets.snapshot.json
similarity index 96%
rename from tests/aws/services/cloudformation/v2/test_change_sets.snapshot.json
rename to tests/aws/services/cloudformation/test_change_sets.snapshot.json
index 66b1117810662..bd800f3bebfb0 100644
--- a/tests/aws/services/cloudformation/v2/test_change_sets.snapshot.json
+++ b/tests/aws/services/cloudformation/test_change_sets.snapshot.json
@@ -1,5 +1,5 @@
 {
-  "tests/aws/services/cloudformation/v2/test_change_sets.py::test_single_resource_static_update": {
+  "tests/aws/services/cloudformation/test_change_sets.py::test_single_resource_static_update": {
     "recorded-date": "18-03-2025, 16:52:36",
     "recorded-content": {
       "describe-1": {
@@ -94,7 +94,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_sets.py::TestCaptureUpdateProcess::test_direct_update": {
+  "tests/aws/services/cloudformation/test_change_sets.py::TestCaptureUpdateProcess::test_direct_update": {
     "recorded-date": "18-06-2025, 19:04:55",
     "recorded-content": {
       "create-change-set-1": {
@@ -408,7 +408,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_sets.py::TestCaptureUpdateProcess::test_dynamic_update": {
+  "tests/aws/services/cloudformation/test_change_sets.py::TestCaptureUpdateProcess::test_dynamic_update": {
     "recorded-date": "18-06-2025, 19:06:59",
     "recorded-content": {
       "create-change-set-1": {
@@ -857,7 +857,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_sets.py::TestCaptureUpdateProcess::test_parameter_changes": {
+  "tests/aws/services/cloudformation/test_change_sets.py::TestCaptureUpdateProcess::test_parameter_changes": {
     "recorded-date": "18-06-2025, 19:09:04",
     "recorded-content": {
       "create-change-set-1": {
@@ -1372,7 +1372,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_sets.py::TestCaptureUpdateProcess::test_mappings_with_static_fields": {
+  "tests/aws/services/cloudformation/test_change_sets.py::TestCaptureUpdateProcess::test_mappings_with_static_fields": {
     "recorded-date": "18-06-2025, 19:11:09",
     "recorded-content": {
       "create-change-set-1": {
@@ -1821,7 +1821,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_sets.py::TestCaptureUpdateProcess::test_mappings_with_parameter_lookup": {
+  "tests/aws/services/cloudformation/test_change_sets.py::TestCaptureUpdateProcess::test_mappings_with_parameter_lookup": {
     "recorded-date": "18-06-2025, 19:13:17",
     "recorded-content": {
       "create-change-set-1": {
@@ -2336,7 +2336,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_sets.py::TestCaptureUpdateProcess::test_conditions": {
+  "tests/aws/services/cloudformation/test_change_sets.py::TestCaptureUpdateProcess::test_conditions": {
     "recorded-date": "18-06-2025, 19:13:55",
     "recorded-content": {
       "create-change-set-1": {
@@ -2654,7 +2654,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_sets.py::TestCaptureUpdateProcess::test_base_dynamic_parameter_scenarios[change_dynamic]": {
+  "tests/aws/services/cloudformation/test_change_sets.py::TestCaptureUpdateProcess::test_base_dynamic_parameter_scenarios[change_dynamic]": {
     "recorded-date": "18-06-2025, 19:14:21",
     "recorded-content": {
       "create-change-set-1": {
@@ -3035,15 +3035,15 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_sets.py::TestCaptureUpdateProcess::test_base_dynamic_parameter_scenarios[change_unrelated_property]": {
+  "tests/aws/services/cloudformation/test_change_sets.py::TestCaptureUpdateProcess::test_base_dynamic_parameter_scenarios[change_unrelated_property]": {
     "recorded-date": "18-06-2025, 19:14:21",
     "recorded-content": {}
   },
-  "tests/aws/services/cloudformation/v2/test_change_sets.py::TestCaptureUpdateProcess::test_base_dynamic_parameter_scenarios[change_unrelated_property_not_create_only]": {
+  "tests/aws/services/cloudformation/test_change_sets.py::TestCaptureUpdateProcess::test_base_dynamic_parameter_scenarios[change_unrelated_property_not_create_only]": {
     "recorded-date": "18-06-2025, 19:14:21",
     "recorded-content": {}
   },
-  "tests/aws/services/cloudformation/v2/test_change_sets.py::TestCaptureUpdateProcess::test_base_dynamic_parameter_scenarios[change_parameter_for_condition_create_resource]": {
+  "tests/aws/services/cloudformation/test_change_sets.py::TestCaptureUpdateProcess::test_base_dynamic_parameter_scenarios[change_parameter_for_condition_create_resource]": {
     "recorded-date": "18-06-2025, 19:14:47",
     "recorded-content": {
       "create-change-set-1": {
@@ -3364,14 +3364,14 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_sets.py::TestCaptureUpdateProcess::test_execute_with_ref": {
+  "tests/aws/services/cloudformation/test_change_sets.py::TestCaptureUpdateProcess::test_execute_with_ref": {
     "recorded-date": "18-06-2025, 19:15:20",
     "recorded-content": {
       "before-value": "<name-1>",
       "after-value": "<name-2>"
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_sets.py::TestCaptureUpdateProcess::test_base_mapping_scenarios[update_string_referencing_resource]": {
+  "tests/aws/services/cloudformation/test_change_sets.py::TestCaptureUpdateProcess::test_base_mapping_scenarios[update_string_referencing_resource]": {
     "recorded-date": "18-06-2025, 19:15:45",
     "recorded-content": {
       "create-change-set-1": {
@@ -3685,5 +3685,100 @@
         ]
       }
     }
+  },
+  "tests/aws/services/cloudformation/test_change_sets.py::TestCaptureUpdateProcess::test_single_resource_static_update": {
+    "recorded-date": "01-08-2025, 10:00:16",
+    "recorded-content": {
+      "describe-1": {
+        "Capabilities": [],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "ChangeSetName": "<change-set-name:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "Details": [],
+              "LogicalResourceId": "MyParameter",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "parameter-1": {
+        "ARN": "arn:<partition>:ssm:<region>:111111111111:parameter/<resource:3>",
+        "DataType": "text",
+        "LastModifiedDate": "datetime",
+        "Name": "<resource:3>",
+        "Type": "String",
+        "Value": "foo",
+        "Version": 1
+      },
+      "describe-2": {
+        "Capabilities": [],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:4>",
+        "ChangeSetName": "<change-set-name:2>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Modify",
+              "Details": [
+                {
+                  "ChangeSource": "DirectModification",
+                  "Evaluation": "Static",
+                  "Target": {
+                    "Attribute": "Properties",
+                    "Name": "Value",
+                    "RequiresRecreation": "Never"
+                  }
+                }
+              ],
+              "LogicalResourceId": "MyParameter",
+              "PhysicalResourceId": "<resource:3>",
+              "Replacement": "False",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": [
+                "Properties"
+              ]
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "parameter-2": {
+        "ARN": "arn:<partition>:ssm:<region>:111111111111:parameter/<resource:3>",
+        "DataType": "text",
+        "LastModifiedDate": "datetime",
+        "Name": "<resource:3>",
+        "Type": "String",
+        "Value": "bar",
+        "Version": 2
+      }
+    }
   }
 }
diff --git a/tests/aws/services/cloudformation/v2/test_change_sets.validation.json b/tests/aws/services/cloudformation/test_change_sets.validation.json
similarity index 53%
rename from tests/aws/services/cloudformation/v2/test_change_sets.validation.json
rename to tests/aws/services/cloudformation/test_change_sets.validation.json
index f31398e53fe2f..318370354ba92 100644
--- a/tests/aws/services/cloudformation/v2/test_change_sets.validation.json
+++ b/tests/aws/services/cloudformation/test_change_sets.validation.json
@@ -1,5 +1,5 @@
 {
-  "tests/aws/services/cloudformation/v2/test_change_sets.py::TestCaptureUpdateProcess::test_base_dynamic_parameter_scenarios[change_dynamic]": {
+  "tests/aws/services/cloudformation/test_change_sets.py::TestCaptureUpdateProcess::test_base_dynamic_parameter_scenarios[change_dynamic]": {
     "last_validated_date": "2025-06-18T19:14:21+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
@@ -8,7 +8,7 @@
       "total": 25.25
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_sets.py::TestCaptureUpdateProcess::test_base_dynamic_parameter_scenarios[change_parameter_for_condition_create_resource]": {
+  "tests/aws/services/cloudformation/test_change_sets.py::TestCaptureUpdateProcess::test_base_dynamic_parameter_scenarios[change_parameter_for_condition_create_resource]": {
     "last_validated_date": "2025-06-18T19:14:47+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
@@ -17,7 +17,7 @@
       "total": 26.37
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_sets.py::TestCaptureUpdateProcess::test_base_mapping_scenarios[update_string_referencing_resource]": {
+  "tests/aws/services/cloudformation/test_change_sets.py::TestCaptureUpdateProcess::test_base_mapping_scenarios[update_string_referencing_resource]": {
     "last_validated_date": "2025-06-18T19:15:45+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
@@ -26,7 +26,7 @@
       "total": 25.16
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_sets.py::TestCaptureUpdateProcess::test_conditions": {
+  "tests/aws/services/cloudformation/test_change_sets.py::TestCaptureUpdateProcess::test_conditions": {
     "last_validated_date": "2025-06-18T19:13:55+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
@@ -35,7 +35,7 @@
       "total": 37.98
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_sets.py::TestCaptureUpdateProcess::test_direct_update": {
+  "tests/aws/services/cloudformation/test_change_sets.py::TestCaptureUpdateProcess::test_direct_update": {
     "last_validated_date": "2025-06-18T19:04:55+00:00",
     "durations_in_seconds": {
       "setup": 0.26,
@@ -44,7 +44,7 @@
       "total": 117.35
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_sets.py::TestCaptureUpdateProcess::test_dynamic_update": {
+  "tests/aws/services/cloudformation/test_change_sets.py::TestCaptureUpdateProcess::test_dynamic_update": {
     "last_validated_date": "2025-06-18T19:06:59+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
@@ -53,7 +53,7 @@
       "total": 124.21
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_sets.py::TestCaptureUpdateProcess::test_execute_with_ref": {
+  "tests/aws/services/cloudformation/test_change_sets.py::TestCaptureUpdateProcess::test_execute_with_ref": {
     "last_validated_date": "2025-06-18T19:15:20+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
@@ -62,7 +62,7 @@
       "total": 32.71
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_sets.py::TestCaptureUpdateProcess::test_mappings_with_parameter_lookup": {
+  "tests/aws/services/cloudformation/test_change_sets.py::TestCaptureUpdateProcess::test_mappings_with_parameter_lookup": {
     "last_validated_date": "2025-06-18T19:13:18+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
@@ -71,7 +71,7 @@
       "total": 128.82
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_sets.py::TestCaptureUpdateProcess::test_mappings_with_static_fields": {
+  "tests/aws/services/cloudformation/test_change_sets.py::TestCaptureUpdateProcess::test_mappings_with_static_fields": {
     "last_validated_date": "2025-06-18T19:11:09+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
@@ -80,7 +80,7 @@
       "total": 124.7
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_sets.py::TestCaptureUpdateProcess::test_parameter_changes": {
+  "tests/aws/services/cloudformation/test_change_sets.py::TestCaptureUpdateProcess::test_parameter_changes": {
     "last_validated_date": "2025-06-18T19:09:04+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
@@ -89,7 +89,16 @@
       "total": 124.6
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_sets.py::test_single_resource_static_update": {
+  "tests/aws/services/cloudformation/test_change_sets.py::TestCaptureUpdateProcess::test_single_resource_static_update": {
+    "last_validated_date": "2025-08-01T10:00:16+00:00",
+    "durations_in_seconds": {
+      "setup": 1.44,
+      "call": 18.07,
+      "teardown": 0.21,
+      "total": 19.72
+    }
+  },
+  "tests/aws/services/cloudformation/test_change_sets.py::test_single_resource_static_update": {
     "last_validated_date": "2025-03-18T16:52:35+00:00"
   }
 }
diff --git a/tests/aws/services/cloudformation/v2/test_list_stacks.py b/tests/aws/services/cloudformation/test_list_stacks.py
similarity index 92%
rename from tests/aws/services/cloudformation/v2/test_list_stacks.py
rename to tests/aws/services/cloudformation/test_list_stacks.py
index dcbc37af6c39f..5c9ec827a10c3 100644
--- a/tests/aws/services/cloudformation/v2/test_list_stacks.py
+++ b/tests/aws/services/cloudformation/test_list_stacks.py
@@ -1,8 +1,12 @@
 import json
 
+from tests.aws.services.cloudformation.conftest import skip_if_v1_provider
+
 from localstack.testing.pytest import markers
 from localstack.utils.strings import short_uid
 
+pytestmark = skip_if_v1_provider(reason="Requires the V2 engine")
+
 
 @markers.aws.validated
 def test_listing_stacks(aws_client, deploy_cfn_template, snapshot):
diff --git a/tests/aws/services/cloudformation/v2/test_list_stacks.snapshot.json b/tests/aws/services/cloudformation/test_list_stacks.snapshot.json
similarity index 92%
rename from tests/aws/services/cloudformation/v2/test_list_stacks.snapshot.json
rename to tests/aws/services/cloudformation/test_list_stacks.snapshot.json
index 4c66aecdceae3..e5d9e526b9d05 100644
--- a/tests/aws/services/cloudformation/v2/test_list_stacks.snapshot.json
+++ b/tests/aws/services/cloudformation/test_list_stacks.snapshot.json
@@ -1,5 +1,5 @@
 {
-  "tests/aws/services/cloudformation/v2/test_list_stacks.py::test_listing_stacks": {
+  "tests/aws/services/cloudformation/test_list_stacks.py::test_listing_stacks": {
     "recorded-date": "24-07-2025, 15:35:20",
     "recorded-content": {
       "stacks": [
diff --git a/tests/aws/services/cloudformation/v2/test_list_stacks.validation.json b/tests/aws/services/cloudformation/test_list_stacks.validation.json
similarity index 68%
rename from tests/aws/services/cloudformation/v2/test_list_stacks.validation.json
rename to tests/aws/services/cloudformation/test_list_stacks.validation.json
index 089376ba56b59..395ca189c5871 100644
--- a/tests/aws/services/cloudformation/v2/test_list_stacks.validation.json
+++ b/tests/aws/services/cloudformation/test_list_stacks.validation.json
@@ -1,5 +1,5 @@
 {
-  "tests/aws/services/cloudformation/v2/test_list_stacks.py::test_listing_stacks": {
+  "tests/aws/services/cloudformation/test_list_stacks.py::test_listing_stacks": {
     "last_validated_date": "2025-07-24T15:35:33+00:00",
     "durations_in_seconds": {
       "setup": 1.21,
diff --git a/tests/aws/services/cloudformation/test_template_engine.py b/tests/aws/services/cloudformation/test_template_engine.py
index d039307ef5101..2110505b0211e 100644
--- a/tests/aws/services/cloudformation/test_template_engine.py
+++ b/tests/aws/services/cloudformation/test_template_engine.py
@@ -7,6 +7,7 @@
 import botocore.exceptions
 import pytest
 import yaml
+from tests.aws.services.cloudformation.conftest import skip_if_v2_provider
 
 from localstack.aws.api.lambda_ import Runtime
 from localstack.services.cloudformation.engine.yaml_parser import parse_yaml
@@ -112,6 +113,7 @@ def test_base64_sub_and_getatt_functions(self, deploy_cfn_template):
         converted_string = base64.b64encode(bytes(original_string, "utf-8")).decode("utf-8")
         assert converted_string == deployed.outputs["Encoded"]
 
+    @skip_if_v2_provider(reason="CFNV2:LanguageExtensions")
     @markers.aws.validated
     def test_split_length_and_join_functions(self, deploy_cfn_template):
         template_path = os.path.join(
@@ -274,6 +276,7 @@ def test_join_no_value_construct(self, deploy_cfn_template, snapshot, aws_client
         snapshot.match("join-output", stack.outputs)
 
 
+@skip_if_v2_provider(reason="CFNV2:Imports")
 class TestImports:
     @markers.aws.validated
     def test_stack_imports(self, deploy_cfn_template, aws_client):
@@ -301,6 +304,7 @@ def test_stack_imports(self, deploy_cfn_template, aws_client):
         assert stack2.outputs["MessageQueueArn2"] == queue_arn2
 
 
+@skip_if_v2_provider(reason="CFNV2:Resolve")
 class TestSsmParameters:
     @markers.aws.validated
     def test_create_stack_with_ssm_parameters(
@@ -460,6 +464,7 @@ def test_create_change_set_with_ssm_parameter_list(
 
 
 class TestSecretsManagerParameters:
+    @skip_if_v2_provider(reason="CFNV2:Resolve")
     @pytest.mark.parametrize(
         "template_name",
         [
@@ -541,6 +546,7 @@ def test_parameter_usepreviousvalue_behavior(
         assert len(stack_describe_response["Outputs"]) == 2
 
 
+@skip_if_v2_provider(reason="CFNV2:Imports")
 class TestImportValues:
     @markers.aws.validated
     def test_cfn_with_exports(self, deploy_cfn_template, aws_client, snapshot):
@@ -626,6 +632,7 @@ def test_macro_deployment(
         snapshot.match("stack_outputs", stack_with_macro.outputs)
         snapshot.match("stack_resource_descriptions", description)
 
+    @skip_if_v2_provider(reason="CFNV2:Macros")
     @markers.aws.validated
     @markers.snapshot.skip_snapshot_verify(
         paths=[
@@ -686,6 +693,9 @@ def test_global_scope(
         snapshot.add_transformer(snapshot.transform.regex(new_value, "new-value"))
         snapshot.match("processed_template", processed_template)
 
+    @skip_if_v2_provider(
+        reason="CFNV2:Fn::Transform as resource property with missing Name and Parameters fields"
+    )
     @markers.aws.validated
     @pytest.mark.parametrize(
         "template_to_transform",
@@ -822,6 +832,7 @@ def test_scope_order_and_parameters(
         )
         snapshot.match("processed_template", processed_template)
 
+    @skip_if_v2_provider(reason="CFNV2:Validation")
     @markers.aws.validated
     @markers.snapshot.skip_snapshot_verify(
         paths=[
@@ -891,6 +902,7 @@ def test_capabilities_requirements(
         snapshot.add_transformer(snapshot.transform.key_value("RoleName", "role-name"))
         snapshot.match("processed_template", processed_template)
 
+    @skip_if_v2_provider(reason="CFNV2:GetTemplate")
     @markers.aws.validated
     @markers.snapshot.skip_snapshot_verify(
         paths=[
@@ -952,6 +964,7 @@ def test_validate_lambda_internals(
             processed_template["TemplateBody"]["Resources"]["Parameter"]["Properties"]["Value"],
         )
 
+    @skip_if_v2_provider(reason="CFNV2:Validation")
     @markers.aws.validated
     def test_to_validate_template_limit_for_macro(
         self, deploy_cfn_template, create_lambda_function, snapshot, aws_client
@@ -1004,6 +1017,7 @@ def test_to_validate_template_limit_for_macro(
         )
         snapshot.match("error_response", response)
 
+    @skip_if_v2_provider(reason="CFNV2:Validation")
     @markers.aws.validated
     def test_error_pass_macro_as_reference(self, snapshot, aws_client):
         """
@@ -1025,12 +1039,13 @@ def test_error_pass_macro_as_reference(self, snapshot, aws_client):
             )
         snapshot.match("error", ex.value.response)
 
+    @skip_if_v2_provider(reason="CFNV2:GetTemplate")
     @markers.aws.validated
     def test_functions_and_references_during_transformation(
         self, deploy_cfn_template, create_lambda_function, snapshot, cleanups, aws_client
     ):
         """
-        This tests shows the state of instrinsic functions during the execution of the macro
+        This tests shows the state of intrinsic functions during the execution of the macro
         """
         macro_function_path = os.path.join(
             os.path.dirname(__file__), "../../templates/macros/print_references.py"
@@ -1075,6 +1090,7 @@ def test_functions_and_references_during_transformation(
             processed_template["TemplateBody"]["Resources"]["Parameter"]["Properties"]["Value"],
         )
 
+    @skip_if_v2_provider(reason="CFNV2:Validation")
     @pytest.mark.parametrize(
         "macro_function",
         [
@@ -1181,6 +1197,7 @@ def test_pyplate_param_type_list(self, deploy_cfn_template, aws_client, snapshot
 
 
 class TestStackEvents:
+    @skip_if_v2_provider(reason="CFNV2:Validation")
     @markers.aws.validated
     @markers.snapshot.skip_snapshot_verify(
         paths=[
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/api/__init__.py b/tests/aws/services/cloudformation/v2/ported_from_v1/api/__init__.py
deleted file mode 100644
index e69de29bb2d1d..0000000000000
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_changesets.py b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_changesets.py
deleted file mode 100644
index dbfbbd279d989..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_changesets.py
+++ /dev/null
@@ -1,1243 +0,0 @@
-import copy
-import json
-import os.path
-
-import pytest
-from botocore.exceptions import ClientError
-from tests.aws.services.cloudformation.api.test_stacks import (
-    MINIMAL_TEMPLATE,
-)
-
-from localstack.aws.connect import ServiceLevelClientFactory
-from localstack.services.cloudformation.v2.utils import is_v2_engine
-from localstack.testing.aws.cloudformation_utils import (
-    load_template_file,
-    load_template_raw,
-    render_template,
-)
-from localstack.testing.aws.util import is_aws_cloud
-from localstack.testing.pytest import markers
-from localstack.utils.strings import short_uid
-from localstack.utils.sync import ShortCircuitWaitException, poll_condition, wait_until
-
-pytestmark = pytest.mark.skipif(
-    condition=not is_v2_engine() and not is_aws_cloud(),
-    reason="Only targeting the new engine",
-)
-
-
-class TestUpdates:
-    @markers.aws.validated
-    def test_simple_update_single_resource(
-        self, aws_client: ServiceLevelClientFactory, deploy_cfn_template
-    ):
-        value1 = "foo"
-        value2 = "bar"
-        stack_name = f"stack-{short_uid()}"
-
-        t1 = {
-            "Resources": {
-                "MyParameter": {
-                    "Type": "AWS::SSM::Parameter",
-                    "Properties": {
-                        "Type": "String",
-                        "Value": value1,
-                    },
-                },
-            },
-            "Outputs": {
-                "ParameterName": {
-                    "Value": {"Ref": "MyParameter"},
-                },
-            },
-        }
-
-        res = deploy_cfn_template(stack_name=stack_name, template=json.dumps(t1), is_update=False)
-        parameter_name = res.outputs["ParameterName"]
-
-        found_value = aws_client.ssm.get_parameter(Name=parameter_name)["Parameter"]["Value"]
-        assert found_value == value1
-
-        t2 = copy.deepcopy(t1)
-        t2["Resources"]["MyParameter"]["Properties"]["Value"] = value2
-
-        deploy_cfn_template(stack_name=stack_name, template=json.dumps(t2), is_update=True)
-        found_value = aws_client.ssm.get_parameter(Name=parameter_name)["Parameter"]["Value"]
-        assert found_value == value2
-
-        res.destroy()
-
-    @pytest.mark.skipif(
-        condition=not is_v2_engine() and not is_aws_cloud(), reason="Not working in v2 yet"
-    )
-    @markers.aws.validated
-    def test_simple_update_two_resources(
-        self, aws_client: ServiceLevelClientFactory, deploy_cfn_template
-    ):
-        parameter_name = "my-parameter"
-        value1 = "foo"
-        value2 = "bar"
-        stack_name = f"stack-{short_uid()}"
-
-        t1 = {
-            "Resources": {
-                "MyParameter1": {
-                    "Type": "AWS::SSM::Parameter",
-                    "Properties": {
-                        "Type": "String",
-                        "Value": value1,
-                    },
-                },
-                "MyParameter2": {
-                    "Type": "AWS::SSM::Parameter",
-                    "Properties": {
-                        "Name": parameter_name,
-                        "Type": "String",
-                        "Value": {"Fn::GetAtt": ["MyParameter1", "Value"]},
-                    },
-                },
-            },
-        }
-
-        res = deploy_cfn_template(stack_name=stack_name, template=json.dumps(t1), is_update=False)
-        found_value = aws_client.ssm.get_parameter(Name=parameter_name)["Parameter"]["Value"]
-        assert found_value == value1
-
-        t2 = copy.deepcopy(t1)
-        t2["Resources"]["MyParameter1"]["Properties"]["Value"] = value2
-
-        deploy_cfn_template(stack_name=stack_name, template=json.dumps(t2), is_update=True)
-        found_value = aws_client.ssm.get_parameter(Name=parameter_name)["Parameter"]["Value"]
-        assert found_value == value2
-
-        res.destroy()
-
-    @markers.aws.validated
-    # TODO: the error response is incorrect, however the test is otherwise validated and raises
-    #  an error because the SSM parameter has been deleted (removed from the stack).
-    @markers.snapshot.skip_snapshot_verify(paths=["$..Error.Message", "$..message"])
-    @pytest.mark.skipif(
-        condition=not is_v2_engine() and not is_aws_cloud(), reason="Test fails with the old engine"
-    )
-    def test_deleting_resource(
-        self, aws_client: ServiceLevelClientFactory, deploy_cfn_template, snapshot
-    ):
-        parameter_name = "my-parameter"
-        value1 = "foo"
-
-        t1 = {
-            "Resources": {
-                "MyParameter1": {
-                    "Type": "AWS::SSM::Parameter",
-                    "Properties": {
-                        "Type": "String",
-                        "Value": value1,
-                    },
-                },
-                "MyParameter2": {
-                    "Type": "AWS::SSM::Parameter",
-                    "Properties": {
-                        "Name": parameter_name,
-                        "Type": "String",
-                        "Value": {"Fn::GetAtt": ["MyParameter1", "Value"]},
-                    },
-                },
-            },
-        }
-
-        stack = deploy_cfn_template(template=json.dumps(t1))
-        found_value = aws_client.ssm.get_parameter(Name=parameter_name)["Parameter"]["Value"]
-        assert found_value == value1
-
-        t2 = copy.deepcopy(t1)
-        del t2["Resources"]["MyParameter2"]
-
-        deploy_cfn_template(stack_name=stack.stack_name, template=json.dumps(t2), is_update=True)
-        with pytest.raises(ClientError) as exc_info:
-            aws_client.ssm.get_parameter(Name=parameter_name)
-
-        snapshot.match("get-parameter-error", exc_info.value.response)
-
-
-@markers.aws.validated
-def test_create_change_set_without_parameters(
-    cleanup_stacks, cleanup_changesets, is_change_set_created_and_available, aws_client
-):
-    stack_name = f"stack-{short_uid()}"
-    change_set_name = f"change-set-{short_uid()}"
-
-    template_path = os.path.join(
-        os.path.dirname(__file__), "../../../../../templates/sns_topic_simple.yaml"
-    )
-    response = aws_client.cloudformation.create_change_set(
-        StackName=stack_name,
-        ChangeSetName=change_set_name,
-        TemplateBody=load_template_raw(template_path),
-        ChangeSetType="CREATE",
-    )
-    change_set_id = response["Id"]
-    stack_id = response["StackId"]
-    assert change_set_id
-    assert stack_id
-
-    try:
-        # make sure the change set wasn't executed (which would create a topic)
-        topics = aws_client.sns.list_topics()
-        topic_arns = [x["TopicArn"] for x in topics["Topics"]]
-        assert not any("sns-topic-simple" in arn for arn in topic_arns)
-        # stack is initially in REVIEW_IN_PROGRESS state. only after executing the change_set will it change its status
-        stack_response = aws_client.cloudformation.describe_stacks(StackName=stack_id)
-        assert stack_response["Stacks"][0]["StackStatus"] == "REVIEW_IN_PROGRESS"
-
-        # Change set can now either be already created/available or it is pending/unavailable
-        wait_until(
-            is_change_set_created_and_available(change_set_id), 2, 10, strategy="exponential"
-        )
-        describe_response = aws_client.cloudformation.describe_change_set(
-            ChangeSetName=change_set_id
-        )
-
-        assert describe_response["ChangeSetName"] == change_set_name
-        assert describe_response["ChangeSetId"] == change_set_id
-        assert describe_response["StackId"] == stack_id
-        assert describe_response["StackName"] == stack_name
-        assert describe_response["ExecutionStatus"] == "AVAILABLE"
-        assert describe_response["Status"] == "CREATE_COMPLETE"
-        changes = describe_response["Changes"]
-        assert len(changes) == 1
-        assert changes[0]["Type"] == "Resource"
-        assert changes[0]["ResourceChange"]["Action"] == "Add"
-        assert changes[0]["ResourceChange"]["ResourceType"] == "AWS::SNS::Topic"
-        assert changes[0]["ResourceChange"]["LogicalResourceId"] == "topic123"
-    finally:
-        cleanup_stacks([stack_id])
-        cleanup_changesets([change_set_id])
-
-
-# TODO: implement
-@pytest.mark.skipif(condition=not is_aws_cloud(), reason="Not properly implemented")
-@markers.aws.validated
-def test_create_change_set_update_without_parameters(
-    cleanup_stacks,
-    cleanup_changesets,
-    is_change_set_created_and_available,
-    is_change_set_finished,
-    snapshot,
-    aws_client,
-):
-    snapshot.add_transformer(snapshot.transform.cloudformation_api())
-    """after creating a stack via a CREATE change set we send an UPDATE change set changing the SNS topic name"""
-    stack_name = f"stack-{short_uid()}"
-    change_set_name = f"change-set-{short_uid()}"
-    change_set_name2 = f"change-set-{short_uid()}"
-
-    template_path = os.path.join(
-        os.path.dirname(__file__), "../../../../../templates/sns_topic_simple.yaml"
-    )
-
-    response = aws_client.cloudformation.create_change_set(
-        StackName=stack_name,
-        ChangeSetName=change_set_name,
-        TemplateBody=load_template_raw(template_path),
-        ChangeSetType="CREATE",
-    )
-    snapshot.match("create_change_set", response)
-    change_set_id = response["Id"]
-    stack_id = response["StackId"]
-    assert change_set_id
-    assert stack_id
-
-    try:
-        # Change set can now either be already created/available or it is pending/unavailable
-        wait_until(is_change_set_created_and_available(change_set_id))
-        aws_client.cloudformation.execute_change_set(ChangeSetName=change_set_id)
-        wait_until(is_change_set_finished(change_set_id))
-        template = load_template_raw(template_path)
-
-        update_response = aws_client.cloudformation.create_change_set(
-            StackName=stack_name,
-            ChangeSetName=change_set_name2,
-            TemplateBody=template.replace("sns-topic-simple", "sns-topic-simple-2"),
-            ChangeSetType="UPDATE",
-        )
-        assert wait_until(is_change_set_created_and_available(update_response["Id"]))
-        snapshot.match(
-            "describe_change_set",
-            aws_client.cloudformation.describe_change_set(ChangeSetName=update_response["Id"]),
-        )
-        snapshot.match(
-            "list_change_set", aws_client.cloudformation.list_change_sets(StackName=stack_name)
-        )
-
-        describe_response = aws_client.cloudformation.describe_change_set(
-            ChangeSetName=update_response["Id"]
-        )
-        changes = describe_response["Changes"]
-        assert len(changes) == 1
-        assert changes[0]["Type"] == "Resource"
-        change = changes[0]["ResourceChange"]
-        assert change["Action"] == "Modify"
-        assert change["ResourceType"] == "AWS::SNS::Topic"
-        assert change["LogicalResourceId"] == "topic123"
-        assert "sns-topic-simple" in change["PhysicalResourceId"]
-        assert change["Replacement"] == "True"
-        assert "Properties" in change["Scope"]
-        assert len(change["Details"]) == 1
-        assert change["Details"][0]["Target"]["Name"] == "TopicName"
-        assert change["Details"][0]["Target"]["RequiresRecreation"] == "Always"
-    finally:
-        cleanup_changesets(changesets=[change_set_id])
-        cleanup_stacks(stacks=[stack_id])
-
-
-# def test_create_change_set_with_template_url():
-#     pass
-
-
-@pytest.mark.skipif(condition=not is_aws_cloud(), reason="change set type not implemented")
-@markers.aws.validated
-def test_create_change_set_create_existing(cleanup_changesets, cleanup_stacks, aws_client):
-    """tries to create an already existing stack"""
-
-    stack_name = f"stack-{short_uid()}"
-    change_set_name = f"change-set-{short_uid()}"
-
-    template_path = os.path.join(
-        os.path.dirname(__file__), "../../../../../templates/sns_topic_simple.yaml"
-    )
-    response = aws_client.cloudformation.create_change_set(
-        StackName=stack_name,
-        ChangeSetName=change_set_name,
-        TemplateBody=load_template_raw(template_path),
-        ChangeSetType="CREATE",
-    )
-    change_set_id = response["Id"]
-    aws_client.cloudformation.get_waiter("change_set_create_complete").wait(
-        ChangeSetName=change_set_id
-    )
-    stack_id = response["StackId"]
-    assert change_set_id
-    assert stack_id
-    try:
-        aws_client.cloudformation.execute_change_set(ChangeSetName=change_set_id)
-        aws_client.cloudformation.get_waiter("stack_create_complete").wait(StackName=stack_id)
-
-        with pytest.raises(Exception) as ex:
-            change_set_name2 = f"change-set-{short_uid()}"
-            aws_client.cloudformation.create_change_set(
-                StackName=stack_name,
-                ChangeSetName=change_set_name2,
-                TemplateBody=load_template_raw("sns_topic_simple.yaml"),
-                ChangeSetType="CREATE",
-            )
-        assert ex is not None
-    finally:
-        cleanup_changesets([change_set_id])
-        cleanup_stacks([stack_id])
-
-
-@markers.aws.validated
-def test_create_change_set_update_nonexisting(aws_client):
-    stack_name = f"stack-{short_uid()}"
-    change_set_name = f"change-set-{short_uid()}"
-    template_path = os.path.join(
-        os.path.dirname(__file__), "../../../../../templates/sns_topic_simple.yaml"
-    )
-
-    with pytest.raises(Exception) as ex:
-        response = aws_client.cloudformation.create_change_set(
-            StackName=stack_name,
-            ChangeSetName=change_set_name,
-            TemplateBody=load_template_raw(template_path),
-            ChangeSetType="UPDATE",
-        )
-        change_set_id = response["Id"]
-        stack_id = response["StackId"]
-        assert change_set_id
-        assert stack_id
-    err = ex.value.response["Error"]
-    assert err["Code"] == "ValidationError"
-    assert "does not exist" in err["Message"]
-
-
-@markers.aws.validated
-def test_create_change_set_invalid_params(aws_client):
-    stack_name = f"stack-{short_uid()}"
-    change_set_name = f"change-set-{short_uid()}"
-    template_path = os.path.join(
-        os.path.dirname(__file__), "../../../../../templates/sns_topic_simple.yaml"
-    )
-    with pytest.raises(ClientError) as ex:
-        aws_client.cloudformation.create_change_set(
-            StackName=stack_name,
-            ChangeSetName=change_set_name,
-            TemplateBody=load_template_raw(template_path),
-            ChangeSetType="INVALID",
-        )
-    err = ex.value.response["Error"]
-    assert err["Code"] == "ValidationError"
-
-
-@markers.aws.validated
-def test_create_change_set_missing_stackname(aws_client):
-    """in this case boto doesn't even let us send the request"""
-    change_set_name = f"change-set-{short_uid()}"
-    template_path = os.path.join(
-        os.path.dirname(__file__), "../../../../../templates/sns_topic_simple.yaml"
-    )
-    with pytest.raises(Exception):
-        aws_client.cloudformation.create_change_set(
-            StackName="",
-            ChangeSetName=change_set_name,
-            TemplateBody=load_template_raw(template_path),
-            ChangeSetType="CREATE",
-        )
-
-
-@pytest.mark.skip("CFNV2:Resolve")
-@markers.aws.validated
-def test_create_change_set_with_ssm_parameter(
-    cleanup_changesets,
-    cleanup_stacks,
-    is_change_set_created_and_available,
-    is_stack_created,
-    aws_client,
-):
-    """References a simple stack parameter"""
-
-    stack_name = f"stack-{short_uid()}"
-    change_set_name = f"change-set-{short_uid()}"
-    parameter_name = f"ls-param-{short_uid()}"
-    parameter_value = f"ls-param-value-{short_uid()}"
-    sns_topic_logical_id = "topic123"
-    parameter_logical_id = "parameter123"
-
-    aws_client.ssm.put_parameter(Name=parameter_name, Value=parameter_value, Type="String")
-    template_path = os.path.join(
-        os.path.dirname(__file__), "../../../../../templates/dynamicparameter_ssm_string.yaml"
-    )
-    template_rendered = render_template(
-        load_template_raw(template_path), parameter_name=parameter_name
-    )
-    response = aws_client.cloudformation.create_change_set(
-        StackName=stack_name,
-        ChangeSetName=change_set_name,
-        TemplateBody=template_rendered,
-        ChangeSetType="CREATE",
-    )
-    change_set_id = response["Id"]
-    stack_id = response["StackId"]
-    assert change_set_id
-    assert stack_id
-
-    try:
-        # make sure the change set wasn't executed (which would create a new topic)
-        list_topics_response = aws_client.sns.list_topics()
-        matching_topics = [
-            t for t in list_topics_response["Topics"] if parameter_value in t["TopicArn"]
-        ]
-        assert matching_topics == []
-
-        # stack is initially in REVIEW_IN_PROGRESS state. only after executing the change_set will it change its status
-        stack_response = aws_client.cloudformation.describe_stacks(StackName=stack_id)
-        assert stack_response["Stacks"][0]["StackStatus"] == "REVIEW_IN_PROGRESS"
-
-        # Change set can now either be already created/available or it is pending/unavailable
-        wait_until(is_change_set_created_and_available(change_set_id))
-        describe_response = aws_client.cloudformation.describe_change_set(
-            ChangeSetName=change_set_id
-        )
-
-        assert describe_response["ChangeSetName"] == change_set_name
-        assert describe_response["ChangeSetId"] == change_set_id
-        assert describe_response["StackId"] == stack_id
-        assert describe_response["StackName"] == stack_name
-        assert describe_response["ExecutionStatus"] == "AVAILABLE"
-        assert describe_response["Status"] == "CREATE_COMPLETE"
-        changes = describe_response["Changes"]
-        assert len(changes) == 1
-        assert changes[0]["Type"] == "Resource"
-        assert changes[0]["ResourceChange"]["Action"] == "Add"
-        assert changes[0]["ResourceChange"]["ResourceType"] == "AWS::SNS::Topic"
-        assert changes[0]["ResourceChange"]["LogicalResourceId"] == sns_topic_logical_id
-
-        parameters = describe_response["Parameters"]
-        assert len(parameters) == 1
-        assert parameters[0]["ParameterKey"] == parameter_logical_id
-        assert parameters[0]["ParameterValue"] == parameter_name
-        assert parameters[0]["ResolvedValue"] == parameter_value  # the important part
-
-        aws_client.cloudformation.execute_change_set(ChangeSetName=change_set_id)
-        wait_until(is_stack_created(stack_id))
-
-        topics = aws_client.sns.list_topics()
-        topic_arns = [x["TopicArn"] for x in topics["Topics"]]
-        assert any((parameter_value in t) for t in topic_arns)
-    finally:
-        cleanup_changesets([change_set_id])
-        cleanup_stacks([stack_id])
-
-
-@markers.aws.validated
-def test_describe_change_set_nonexisting(snapshot, aws_client):
-    with pytest.raises(Exception) as ex:
-        aws_client.cloudformation.describe_change_set(
-            StackName="somestack", ChangeSetName="DoesNotExist"
-        )
-    snapshot.match("exception", ex.value)
-
-
-@pytest.mark.skipif(
-    condition=not is_aws_cloud(),
-    reason="fails because of the properties mutation in the result_handler",
-)
-@markers.aws.validated
-def test_execute_change_set(
-    is_change_set_finished,
-    is_change_set_created_and_available,
-    is_change_set_failed_and_unavailable,
-    cleanup_changesets,
-    cleanup_stacks,
-    aws_client,
-):
-    """check if executing a change set succeeds in creating/modifying the resources in changed"""
-
-    stack_name = f"stack-{short_uid()}"
-    change_set_name = f"change-set-{short_uid()}"
-    template_path = os.path.join(
-        os.path.dirname(__file__), "../../../../../templates/sns_topic_simple.yaml"
-    )
-    template_body = load_template_raw(template_path)
-
-    response = aws_client.cloudformation.create_change_set(
-        StackName=stack_name,
-        ChangeSetName=change_set_name,
-        TemplateBody=template_body,
-        ChangeSetType="CREATE",
-    )
-    change_set_id = response["Id"]
-    stack_id = response["StackId"]
-    assert change_set_id
-    assert stack_id
-
-    try:
-        assert wait_until(is_change_set_created_and_available(change_set_id=change_set_id))
-        aws_client.cloudformation.execute_change_set(ChangeSetName=change_set_id)
-        assert wait_until(is_change_set_finished(change_set_id))
-        # check if stack resource was created
-        topics = aws_client.sns.list_topics()
-        topic_arns = [x["TopicArn"] for x in topics["Topics"]]
-        assert any(("sns-topic-simple" in t) for t in topic_arns)
-
-        # new change set name
-        change_set_name = f"change-set-{short_uid()}"
-        # check if update with identical stack leads to correct behavior
-        response = aws_client.cloudformation.create_change_set(
-            StackName=stack_name,
-            ChangeSetName=change_set_name,
-            TemplateBody=template_body,
-            ChangeSetType="UPDATE",
-        )
-        change_set_id = response["Id"]
-        stack_id = response["StackId"]
-        assert wait_until(is_change_set_failed_and_unavailable(change_set_id=change_set_id))
-        describe_failed_change_set_result = aws_client.cloudformation.describe_change_set(
-            ChangeSetName=change_set_id
-        )
-        assert describe_failed_change_set_result["ChangeSetName"] == change_set_name
-        assert (
-            describe_failed_change_set_result["StatusReason"]
-            == "The submitted information didn't contain changes. Submit different information to create a change set."
-        )
-        with pytest.raises(ClientError) as e:
-            aws_client.cloudformation.execute_change_set(ChangeSetName=change_set_id)
-        e.match("InvalidChangeSetStatus")
-        e.match(
-            rf"ChangeSet \[{change_set_id}\] cannot be executed in its current status of \[FAILED\]"
-        )
-    finally:
-        cleanup_changesets([change_set_id])
-        cleanup_stacks([stack_id])
-
-
-@markers.aws.validated
-def test_delete_change_set_exception(snapshot, aws_client):
-    """test error cases when trying to delete a change set"""
-    with pytest.raises(ClientError) as e1:
-        aws_client.cloudformation.delete_change_set(
-            StackName="nostack", ChangeSetName="DoesNotExist"
-        )
-    snapshot.match("e1", e1.value.response)
-
-    with pytest.raises(ClientError) as e2:
-        aws_client.cloudformation.delete_change_set(ChangeSetName="DoesNotExist")
-    snapshot.match("e2", e2.value.response)
-
-
-@markers.aws.validated
-def test_create_delete_create(aws_client, cleanups, deploy_cfn_template):
-    """test the re-use of a changeset name with a re-used stack name"""
-    stack_name = f"stack-{short_uid()}"
-    change_set_name = f"cs-{short_uid()}"
-
-    template_path = os.path.join(
-        os.path.dirname(__file__), "../../../../../templates/sns_topic_simple.yaml"
-    )
-    with open(template_path) as infile:
-        template = infile.read()
-
-    # custom cloudformation deploy process since our `deploy_cfn_template` is too smart and uses IDs, unlike the CDK
-    def deploy():
-        client = aws_client.cloudformation
-        client.create_change_set(
-            StackName=stack_name,
-            TemplateBody=template,
-            ChangeSetName=change_set_name,
-            ChangeSetType="CREATE",
-        )
-        client.get_waiter("change_set_create_complete").wait(
-            StackName=stack_name, ChangeSetName=change_set_name
-        )
-
-        client.execute_change_set(StackName=stack_name, ChangeSetName=change_set_name)
-        client.get_waiter("stack_create_complete").wait(
-            StackName=stack_name,
-        )
-
-    def delete(suppress_exception: bool = False):
-        try:
-            aws_client.cloudformation.delete_stack(StackName=stack_name)
-            aws_client.cloudformation.get_waiter("stack_delete_complete").wait(StackName=stack_name)
-        except Exception:
-            if not suppress_exception:
-                raise
-
-    deploy()
-    cleanups.append(lambda: delete(suppress_exception=True))
-    delete()
-    deploy()
-
-
-@pytest.mark.skip(reason="CFNV2:Metadata, CFNV2:Other")
-@markers.aws.validated
-def test_create_and_then_remove_non_supported_resource_change_set(deploy_cfn_template):
-    # first deploy cfn with a CodeArtifact resource that is not actually supported
-    template_path = os.path.join(
-        os.path.dirname(__file__), "../../../../../templates/code_artifact_template.yaml"
-    )
-    template_body = load_template_raw(template_path)
-    stack = deploy_cfn_template(
-        template=template_body,
-        parameters={"CADomainName": f"domainname-{short_uid()}"},
-    )
-
-    # removal of CodeArtifact should not throw exception
-    template_path = os.path.join(
-        os.path.dirname(__file__), "../../../../../templates/code_artifact_remove_template.yaml"
-    )
-    template_body = load_template_raw(template_path)
-    deploy_cfn_template(
-        is_update=True,
-        template=template_body,
-        stack_name=stack.stack_name,
-    )
-
-
-@markers.aws.validated
-def test_create_and_then_update_refreshes_template_metadata(
-    aws_client,
-    cleanup_changesets,
-    cleanup_stacks,
-    is_change_set_finished,
-    is_change_set_created_and_available,
-):
-    stacks_to_cleanup = set()
-    changesets_to_cleanup = set()
-
-    try:
-        stack_name = f"stack-{short_uid()}"
-
-        template_path = os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/sns_topic_simple.yaml"
-        )
-
-        template_body = load_template_raw(template_path)
-
-        create_response = aws_client.cloudformation.create_change_set(
-            StackName=stack_name,
-            ChangeSetName=f"change-set-{short_uid()}",
-            TemplateBody=template_body,
-            ChangeSetType="CREATE",
-        )
-
-        stacks_to_cleanup.add(create_response["StackId"])
-        changesets_to_cleanup.add(create_response["Id"])
-
-        aws_client.cloudformation.get_waiter("change_set_create_complete").wait(
-            ChangeSetName=create_response["Id"]
-        )
-
-        aws_client.cloudformation.execute_change_set(
-            StackName=stack_name, ChangeSetName=create_response["Id"]
-        )
-
-        wait_until(is_change_set_finished(create_response["Id"]))
-
-        # Note the metadata alone won't change if there are no changes to resources
-        # TODO: find a better way to make a replacement in yaml template
-        template_body = template_body.replace(
-            "TopicName: sns-topic-simple",
-            "TopicName: sns-topic-simple-updated",
-        )
-
-        update_response = aws_client.cloudformation.create_change_set(
-            StackName=stack_name,
-            ChangeSetName=f"change-set-{short_uid()}",
-            TemplateBody=template_body,
-            ChangeSetType="UPDATE",
-        )
-
-        stacks_to_cleanup.add(update_response["StackId"])
-        changesets_to_cleanup.add(update_response["Id"])
-
-        wait_until(is_change_set_created_and_available(update_response["Id"]))
-
-        aws_client.cloudformation.execute_change_set(
-            StackName=stack_name, ChangeSetName=update_response["Id"]
-        )
-
-        wait_until(is_change_set_finished(update_response["Id"]))
-
-        summary = aws_client.cloudformation.get_template_summary(StackName=stack_name)
-
-        assert "TopicName" in summary["Metadata"]
-        assert "sns-topic-simple-updated" in summary["Metadata"]
-    finally:
-        cleanup_stacks(list(stacks_to_cleanup))
-        cleanup_changesets(list(changesets_to_cleanup))
-
-
-# TODO: the intention of this test is not particularly clear. The resource isn't removed, it'll just generate a new bucket with a new default name
-# TODO: rework this to a conditional instead of two templates + parameter usage instead of templating
-@markers.aws.validated
-def test_create_and_then_remove_supported_resource_change_set(deploy_cfn_template, aws_client):
-    first_bucket_name = f"test-bucket-1-{short_uid()}"
-    second_bucket_name = f"test-bucket-2-{short_uid()}"
-    template_path = os.path.join(
-        os.path.dirname(__file__), "../../../../../templates/for_removal_setup.yaml"
-    )
-    template_body = load_template_raw(template_path)
-
-    stack = deploy_cfn_template(
-        template=template_body,
-        template_mapping={
-            "first_bucket_name": first_bucket_name,
-            "second_bucket_name": second_bucket_name,
-        },
-    )
-    assert first_bucket_name in stack.outputs["FirstBucket"]
-    assert second_bucket_name in stack.outputs["SecondBucket"]
-
-    available_buckets = aws_client.s3.list_buckets()
-    bucket_names = [bucket["Name"] for bucket in available_buckets["Buckets"]]
-    assert first_bucket_name in bucket_names
-    assert second_bucket_name in bucket_names
-
-    template_path = os.path.join(
-        os.path.dirname(__file__), "../../../../../templates/for_removal_remove.yaml"
-    )
-    template_body = load_template_raw(template_path)
-    stack_updated = deploy_cfn_template(
-        is_update=True,
-        template=template_body,
-        template_mapping={"first_bucket_name": first_bucket_name},
-        stack_name=stack.stack_name,
-    )
-
-    assert first_bucket_name in stack_updated.outputs["FirstBucket"]
-
-    def assert_bucket_gone():
-        available_buckets = aws_client.s3.list_buckets()
-        bucket_names = [bucket["Name"] for bucket in available_buckets["Buckets"]]
-        return first_bucket_name in bucket_names and second_bucket_name not in bucket_names
-
-    poll_condition(condition=assert_bucket_gone, timeout=20, interval=5)
-
-
-@markers.snapshot.skip_snapshot_verify(
-    paths=[
-        "$..NotificationARNs",
-        "$..IncludeNestedStacks",
-        "$..Parameters",
-        # For V2
-        "$..Changes..ResourceChange.Details",
-        "$..Changes..ResourceChange.Scope",
-    ]
-)
-@markers.aws.validated
-def test_empty_changeset(snapshot, cleanups, aws_client):
-    """
-    Creates a change set that doesn't actually update any resources and then tries to execute it
-    """
-    snapshot.add_transformer(snapshot.transform.cloudformation_api())
-
-    stack_name = f"stack-{short_uid()}"
-    change_set_name = f"change-set-{short_uid()}"
-    change_set_name_nochange = f"change-set-nochange-{short_uid()}"
-    cleanups.append(lambda: aws_client.cloudformation.delete_stack(StackName=stack_name))
-
-    template_path = os.path.join(
-        os.path.dirname(__file__), "../../../../../templates/cdkmetadata.yaml"
-    )
-    template = load_template_file(template_path)
-
-    # 1. create change set and execute
-
-    first_changeset = aws_client.cloudformation.create_change_set(
-        StackName=stack_name,
-        ChangeSetName=change_set_name,
-        TemplateBody=template,
-        Capabilities=["CAPABILITY_AUTO_EXPAND", "CAPABILITY_IAM", "CAPABILITY_NAMED_IAM"],
-        ChangeSetType="CREATE",
-    )
-    snapshot.match("first_changeset", first_changeset)
-
-    def _check_changeset_available():
-        status = aws_client.cloudformation.describe_change_set(
-            StackName=stack_name, ChangeSetName=first_changeset["Id"]
-        )["Status"]
-        if status == "FAILED":
-            raise ShortCircuitWaitException("Change set in unrecoverable status")
-        return status == "CREATE_COMPLETE"
-
-    assert wait_until(_check_changeset_available)
-
-    describe_first_cs = aws_client.cloudformation.describe_change_set(
-        StackName=stack_name, ChangeSetName=first_changeset["Id"]
-    )
-    snapshot.match("describe_first_cs", describe_first_cs)
-    assert describe_first_cs["ExecutionStatus"] == "AVAILABLE"
-
-    aws_client.cloudformation.execute_change_set(
-        StackName=stack_name, ChangeSetName=first_changeset["Id"]
-    )
-
-    def _check_changeset_success():
-        status = aws_client.cloudformation.describe_change_set(
-            StackName=stack_name, ChangeSetName=first_changeset["Id"]
-        )["ExecutionStatus"]
-        if status in ["EXECUTE_FAILED", "UNAVAILABLE", "OBSOLETE"]:
-            raise ShortCircuitWaitException("Change set in unrecoverable status")
-        return status == "EXECUTE_COMPLETE"
-
-    assert wait_until(_check_changeset_success)
-
-    # 2. create a new change set without changes
-    nochange_changeset = aws_client.cloudformation.create_change_set(
-        StackName=stack_name,
-        ChangeSetName=change_set_name_nochange,
-        TemplateBody=template,
-        Capabilities=["CAPABILITY_AUTO_EXPAND", "CAPABILITY_IAM", "CAPABILITY_NAMED_IAM"],
-        ChangeSetType="UPDATE",
-    )
-    snapshot.match("nochange_changeset", nochange_changeset)
-
-    describe_nochange = aws_client.cloudformation.describe_change_set(
-        StackName=stack_name, ChangeSetName=nochange_changeset["Id"]
-    )
-    snapshot.match("describe_nochange", describe_nochange)
-    assert describe_nochange["ExecutionStatus"] == "UNAVAILABLE"
-
-    # 3. try to execute the unavailable change set
-    with pytest.raises(aws_client.cloudformation.exceptions.InvalidChangeSetStatusException) as e:
-        aws_client.cloudformation.execute_change_set(
-            StackName=stack_name, ChangeSetName=nochange_changeset["Id"]
-        )
-    snapshot.match("error_execute_failed", e.value)
-
-
-@pytest.mark.skip(reason="CFNV2:DeleteChangeSet")
-@markers.aws.validated
-def test_deleted_changeset(snapshot, cleanups, aws_client):
-    """simple case verifying that proper exception is thrown when trying to get a deleted changeset"""
-    snapshot.add_transformer(snapshot.transform.cloudformation_api())
-
-    changeset_name = f"changeset-{short_uid()}"
-    stack_name = f"stack-{short_uid()}"
-    cleanups.append(lambda: aws_client.cloudformation.delete_stack(StackName=stack_name))
-
-    snapshot.add_transformer(snapshot.transform.regex(stack_name, "<stack-name>"))
-
-    template_path = os.path.join(
-        os.path.dirname(__file__), "../../../../../templates/cdkmetadata.yaml"
-    )
-    template = load_template_file(template_path)
-
-    # 1. create change set
-    create = aws_client.cloudformation.create_change_set(
-        ChangeSetName=changeset_name,
-        StackName=stack_name,
-        TemplateBody=template,
-        Capabilities=["CAPABILITY_AUTO_EXPAND", "CAPABILITY_IAM", "CAPABILITY_NAMED_IAM"],
-        ChangeSetType="CREATE",
-    )
-    snapshot.match("create", create)
-
-    changeset_id = create["Id"]
-
-    def _check_changeset_available():
-        status = aws_client.cloudformation.describe_change_set(
-            StackName=stack_name, ChangeSetName=changeset_id
-        )["Status"]
-        if status == "FAILED":
-            raise ShortCircuitWaitException("Change set in unrecoverable status")
-        return status == "CREATE_COMPLETE"
-
-    assert wait_until(_check_changeset_available)
-
-    # 2. delete change set
-    aws_client.cloudformation.delete_change_set(ChangeSetName=changeset_id, StackName=stack_name)
-
-    with pytest.raises(aws_client.cloudformation.exceptions.ChangeSetNotFoundException) as e:
-        aws_client.cloudformation.describe_change_set(
-            StackName=stack_name, ChangeSetName=changeset_id
-        )
-    snapshot.match("postdelete_changeset_notfound", e.value)
-
-
-@markers.aws.validated
-def test_autoexpand_capability_requirement(cleanups, aws_client):
-    stack_name = f"test-stack-{short_uid()}"
-    changeset_name = f"test-changeset-{short_uid()}"
-    queue_name = f"test-queue-{short_uid()}"
-    cleanups.append(lambda: aws_client.cloudformation.delete_stack(StackName=stack_name))
-
-    template_body = load_template_raw(
-        os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/cfn_macro_languageextensions.yaml"
-        )
-    )
-
-    with pytest.raises(aws_client.cloudformation.exceptions.InsufficientCapabilitiesException):
-        # requires the capability
-        aws_client.cloudformation.create_stack(
-            StackName=stack_name,
-            TemplateBody=template_body,
-            Parameters=[
-                {"ParameterKey": "QueueList", "ParameterValue": "faa,fbb,fcc"},
-                {"ParameterKey": "QueueNameParam", "ParameterValue": queue_name},
-            ],
-        )
-
-    # does not require the capability
-    create_changeset_result = aws_client.cloudformation.create_change_set(
-        StackName=stack_name,
-        ChangeSetName=changeset_name,
-        TemplateBody=template_body,
-        ChangeSetType="CREATE",
-        Parameters=[
-            {"ParameterKey": "QueueList", "ParameterValue": "faa,fbb,fcc"},
-            {"ParameterKey": "QueueNameParam", "ParameterValue": queue_name},
-        ],
-    )
-    aws_client.cloudformation.get_waiter("change_set_create_complete").wait(
-        ChangeSetName=create_changeset_result["Id"]
-    )
-
-
-# FIXME: a CreateStack operation should work with an existing stack if its in REVIEW_IN_PROGRESS
-@pytest.mark.skip(reason="not implemented correctly yet")
-@markers.aws.validated
-def test_create_while_in_review(aws_client, snapshot, cleanups):
-    snapshot.add_transformer(snapshot.transform.cloudformation_api())
-    stack_name = f"stack-{short_uid()}"
-    changeset_name = f"changeset-{short_uid()}"
-    cleanups.append(lambda: aws_client.cloudformation.delete_stack(StackName=stack_name))
-
-    changeset = aws_client.cloudformation.create_change_set(
-        StackName=stack_name,
-        ChangeSetName=changeset_name,
-        ChangeSetType="CREATE",
-        TemplateBody=MINIMAL_TEMPLATE,
-    )
-    stack_id = changeset["StackId"]
-    changeset_id = changeset["Id"]
-    aws_client.cloudformation.get_waiter("change_set_create_complete").wait(
-        StackName=stack_name, ChangeSetName=changeset_name
-    )
-
-    # I would have actually expected this to throw, but it doesn't
-    create_stack_while_in_review = aws_client.cloudformation.create_stack(
-        StackName=stack_name, TemplateBody=MINIMAL_TEMPLATE
-    )
-    snapshot.match("create_stack_while_in_review", create_stack_while_in_review)
-    aws_client.cloudformation.get_waiter("stack_create_complete").wait(StackName=stack_name)
-
-    # describe change set and stack (change set is now obsolete)
-    describe_stack = aws_client.cloudformation.describe_stacks(StackName=stack_id)
-    snapshot.match("describe_stack", describe_stack)
-    describe_change_set = aws_client.cloudformation.describe_change_set(ChangeSetName=changeset_id)
-    snapshot.match("describe_change_set", describe_change_set)
-
-
-@markers.snapshot.skip_snapshot_verify(
-    paths=[
-        "$..Capabilities",
-        "$..IncludeNestedStacks",
-        "$..NotificationARNs",
-        "$..Parameters",
-        # V2 parity
-        "$..Changes..ResourceChange.Details",
-        "$..Changes..ResourceChange.Scope",
-    ]
-)
-@markers.aws.validated
-def test_multiple_create_changeset(aws_client, snapshot, cleanups):
-    snapshot.add_transformer(snapshot.transform.cloudformation_api())
-    stack_name = f"repeated-stack-{short_uid()}"
-    initial_changeset_name = f"initial-changeset-{short_uid()}"
-    cleanups.append(lambda: aws_client.cloudformation.delete_stack(StackName=stack_name))
-
-    initial_changeset = aws_client.cloudformation.create_change_set(
-        StackName=stack_name,
-        ChangeSetName=initial_changeset_name,
-        ChangeSetType="CREATE",
-        TemplateBody=MINIMAL_TEMPLATE,
-    )
-    aws_client.cloudformation.get_waiter("change_set_create_complete").wait(
-        StackName=stack_name, ChangeSetName=initial_changeset_name
-    )
-    snapshot.match(
-        "initial_changeset",
-        aws_client.cloudformation.describe_change_set(ChangeSetName=initial_changeset["Id"]),
-    )
-
-    # multiple change sets can exist for a given stack
-    additional_changeset_name = f"additionalchangeset-{short_uid()}"
-    additional_changeset = aws_client.cloudformation.create_change_set(
-        StackName=stack_name,
-        ChangeSetName=additional_changeset_name,
-        ChangeSetType="CREATE",
-        TemplateBody=MINIMAL_TEMPLATE,
-    )
-    snapshot.match("additional_changeset", additional_changeset)
-    aws_client.cloudformation.get_waiter("change_set_create_complete").wait(
-        StackName=stack_name, ChangeSetName=additional_changeset_name
-    )
-
-
-@pytest.mark.skip(reason="CFNV2:DescribeStacks")
-@markers.snapshot.skip_snapshot_verify(paths=["$..LastUpdatedTime", "$..StackStatusReason"])
-@markers.aws.validated
-def test_create_changeset_with_stack_id(aws_client, snapshot, cleanups):
-    """
-    The test answers the question if the `StackName` parameter in `CreateChangeSet` can also be a full Stack ID (ARN).
-    This can make sense in two cases:
-    1. a `CREATE` change set type while the stack is in `REVIEW_IN_PROGRESS` (otherwise it would fail) => covered by this test
-    2. an `UPDATE` change set type when the stack has been deployed before already
-
-    On an initial `CREATE` we can't actually know the stack ID yet since the `CREATE` will first create the stack.
-
-    Error case: using `CREATE` with a stack ID from a stack that is in `DELETE_COMPLETE` state.
-        => A single stack instance identified by a unique ID can never leave its `DELETE_COMPLETE` state
-        => `DELETE_COMPLETE` is the only *real* terminal state of a Stack
-    """
-    snapshot.add_transformer(snapshot.transform.cloudformation_api())
-    stack_name = f"repeated-stack-{short_uid()}"
-    initial_changeset_name = "initial-changeset"
-    cleanups.append(lambda: aws_client.cloudformation.delete_stack(StackName=stack_name))
-
-    # create initial change set
-    initial_changeset = aws_client.cloudformation.create_change_set(
-        StackName=stack_name,
-        ChangeSetName=initial_changeset_name,
-        ChangeSetType="CREATE",
-        TemplateBody=MINIMAL_TEMPLATE,
-    )
-    initial_stack_id = initial_changeset["StackId"]
-    aws_client.cloudformation.get_waiter("change_set_create_complete").wait(
-        StackName=stack_name, ChangeSetName=initial_changeset_name
-    )
-
-    # new CREATE change set on stack that is in REVIEW_IN_PROGRESS state
-    additional_create_changeset_name = "additional-create"
-    additional_create_changeset = aws_client.cloudformation.create_change_set(
-        StackName=initial_stack_id,
-        ChangeSetName=additional_create_changeset_name,
-        ChangeSetType="CREATE",
-        TemplateBody=MINIMAL_TEMPLATE,
-    )
-    aws_client.cloudformation.get_waiter("change_set_create_complete").wait(
-        ChangeSetName=additional_create_changeset["Id"]
-    )
-
-    describe_stack = aws_client.cloudformation.describe_stacks(StackName=initial_stack_id)
-    snapshot.match("describe_stack", describe_stack)
-
-    # delete and try to revive the stack with the same ID (won't work)
-    aws_client.cloudformation.delete_stack(StackName=stack_name)
-    aws_client.cloudformation.get_waiter("stack_delete_complete").wait(StackName=stack_name)
-
-    assert (
-        aws_client.cloudformation.describe_stacks(StackName=initial_stack_id)["Stacks"][0][
-            "StackStatus"
-        ]
-        == "DELETE_COMPLETE"
-    )
-    with pytest.raises(aws_client.cloudformation.exceptions.ClientError) as e:
-        aws_client.cloudformation.create_change_set(
-            StackName=initial_stack_id,
-            ChangeSetName="revived-stack-changeset",
-            ChangeSetType="CREATE",
-            TemplateBody=MINIMAL_TEMPLATE,
-        )
-    snapshot.match("recreate_deleted_with_id_exception", e.value.response)
-
-
-@markers.snapshot.skip_snapshot_verify(
-    paths=[
-        # gotta skip quite a lot unfortunately
-        # FIXME: tackle this when fixing API parity of CloudFormation
-        "$..EnableTerminationProtection",
-        "$..LastUpdatedTime",
-        "$..Capabilities",
-        "$..ChangeSetId",
-        "$..IncludeNestedStacks",
-        "$..NotificationARNs",
-        "$..Parameters",
-        "$..StackId",
-        "$..StatusReason",
-        "$..StackStatusReason",
-        # V2 parity
-        "$..Changes..ResourceChange.Details",
-        "$..Changes..ResourceChange.Scope",
-    ]
-)
-@markers.aws.validated
-def test_name_conflicts(aws_client, snapshot, cleanups):
-    """
-    changeset-based equivalent to tests.aws.services.cloudformation.api.test_stacks.test_name_conflicts
-
-    Tests behavior of creating a stack and changeset with the same names of ones that were previously deleted
-
-    1. Create ChangeSet
-    2. Create another ChangeSet
-    3. Execute ChangeSet / Create Stack
-    4. Creating a new ChangeSet (CREATE) for this stack should fail since it already exists & is running/active
-    5. Delete Stack
-    6. Create ChangeSet / re-use ChangeSet and Stack names from 1.
-
-    """
-    snapshot.add_transformer(snapshot.transform.cloudformation_api())
-    stack_name = f"repeated-stack-{short_uid()}"
-    initial_changeset_name = f"initial-changeset-{short_uid()}"
-    cleanups.append(lambda: aws_client.cloudformation.delete_stack(StackName=stack_name))
-
-    initial_changeset = aws_client.cloudformation.create_change_set(
-        StackName=stack_name,
-        ChangeSetName=initial_changeset_name,
-        ChangeSetType="CREATE",
-        TemplateBody=MINIMAL_TEMPLATE,
-    )
-    initial_stack_id = initial_changeset["StackId"]
-    initial_changeset_id = initial_changeset["Id"]
-    aws_client.cloudformation.get_waiter("change_set_create_complete").wait(
-        StackName=stack_name, ChangeSetName=initial_changeset_name
-    )
-
-    # actually create the stack
-    aws_client.cloudformation.execute_change_set(
-        StackName=stack_name, ChangeSetName=initial_changeset_name
-    )
-    aws_client.cloudformation.get_waiter("stack_create_complete").wait(StackName=stack_name)
-
-    # creating should now fail (stack is created & active)
-    with pytest.raises(aws_client.cloudformation.exceptions.ClientError) as e:
-        aws_client.cloudformation.create_change_set(
-            StackName=stack_name,
-            ChangeSetName=initial_changeset_name,
-            ChangeSetType="CREATE",
-            TemplateBody=MINIMAL_TEMPLATE,
-        )
-    snapshot.match("create_changeset_existingstack_exc", e.value.response)
-
-    # delete stack
-    aws_client.cloudformation.delete_stack(StackName=stack_name)
-    aws_client.cloudformation.get_waiter("stack_delete_complete").wait(StackName=stack_name)
-
-    # creating for stack name with same name should work again
-    # re-using the changset name should also not matter :)
-    second_initial_changeset = aws_client.cloudformation.create_change_set(
-        StackName=stack_name,
-        ChangeSetName=initial_changeset_name,
-        ChangeSetType="CREATE",
-        TemplateBody=MINIMAL_TEMPLATE,
-    )
-    second_initial_stack_id = second_initial_changeset["StackId"]
-    second_initial_changeset_id = second_initial_changeset["Id"]
-    assert second_initial_changeset_id != initial_changeset_id
-    assert initial_stack_id != second_initial_stack_id
-    aws_client.cloudformation.get_waiter("change_set_create_complete").wait(
-        ChangeSetName=second_initial_changeset_id
-    )
-
-    # only one should be active, and this one is in review state right now
-    new_stack_desc = aws_client.cloudformation.describe_stacks(StackName=stack_name)
-    snapshot.match("new_stack_desc", new_stack_desc)
-    assert len(new_stack_desc["Stacks"]) == 1
-    assert new_stack_desc["Stacks"][0]["StackId"] == second_initial_stack_id
-
-    # can still access both by using the ARN (stack id)
-    # and they should be different from each other
-    stack_id_desc = aws_client.cloudformation.describe_stacks(StackName=initial_stack_id)
-    new_stack_id_desc = aws_client.cloudformation.describe_stacks(StackName=second_initial_stack_id)
-    snapshot.match("stack_id_desc", stack_id_desc)
-    snapshot.match("new_stack_id_desc", new_stack_id_desc)
-
-    # can still access all change sets by their ID
-    initial_changeset_id_desc = aws_client.cloudformation.describe_change_set(
-        ChangeSetName=initial_changeset_id
-    )
-    snapshot.match("initial_changeset_id_desc", initial_changeset_id_desc)
-    second_initial_changeset_id_desc = aws_client.cloudformation.describe_change_set(
-        ChangeSetName=second_initial_changeset_id
-    )
-    snapshot.match("second_initial_changeset_id_desc", second_initial_changeset_id_desc)
-
-
-@markers.aws.validated
-def test_describe_change_set_with_similarly_named_stacks(deploy_cfn_template, aws_client):
-    stack_name = f"stack-{short_uid()}"
-    change_set_name = f"change-set-{short_uid()}"
-
-    # create a changeset
-    template_path = os.path.join(
-        os.path.dirname(__file__), "../../../../../templates/ec2_keypair.yml"
-    )
-    template_body = load_template_raw(template_path)
-    aws_client.cloudformation.create_change_set(
-        StackName=stack_name,
-        ChangeSetName=change_set_name,
-        TemplateBody=template_body,
-        ChangeSetType="CREATE",
-    )
-
-    # delete the stack
-    aws_client.cloudformation.delete_stack(StackName=stack_name)
-    aws_client.cloudformation.get_waiter("stack_delete_complete").wait(StackName=stack_name)
-
-    # create a new changeset with the same name
-    response = aws_client.cloudformation.create_change_set(
-        StackName=stack_name,
-        ChangeSetName=change_set_name,
-        TemplateBody=template_body,
-        ChangeSetType="CREATE",
-    )
-
-    # ensure that the correct changeset is returned when requested by stack name
-    assert (
-        aws_client.cloudformation.describe_change_set(
-            ChangeSetName=response["Id"], StackName=stack_name
-        )["ChangeSetId"]
-        == response["Id"]
-    )
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_changesets.snapshot.json b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_changesets.snapshot.json
deleted file mode 100644
index 930b1ff1e8b93..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_changesets.snapshot.json
+++ /dev/null
@@ -1,517 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_changesets.py::test_create_change_set_update_without_parameters": {
-    "recorded-date": "31-05-2022, 09:32:02",
-    "recorded-content": {
-      "create_change_set": {
-        "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<change-set-id:1>/<resource:1>",
-        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-        "ResponseMetadata": {
-          "HTTPStatusCode": 200,
-          "HTTPHeaders": {}
-        }
-      },
-      "describe_change_set": {
-        "ChangeSetName": "<change-set-name:1>",
-        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<change-set-name:1>/<resource:3>",
-        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-        "StackName": "<stack-name:1>",
-        "CreationTime": "datetime",
-        "ExecutionStatus": "AVAILABLE",
-        "Status": "CREATE_COMPLETE",
-        "NotificationARNs": [],
-        "RollbackConfiguration": {},
-        "Capabilities": [],
-        "Changes": [
-          {
-            "Type": "Resource",
-            "ResourceChange": {
-              "Action": "Modify",
-              "LogicalResourceId": "topic123",
-              "PhysicalResourceId": "arn:<partition>:sns:<region>:111111111111:<resource:4>",
-              "ResourceType": "AWS::SNS::Topic",
-              "Replacement": "True",
-              "Scope": [
-                "Properties"
-              ],
-              "Details": [
-                {
-                  "Target": {
-                    "Attribute": "Properties",
-                    "Name": "TopicName",
-                    "RequiresRecreation": "Always"
-                  },
-                  "Evaluation": "Static",
-                  "ChangeSource": "DirectModification"
-                }
-              ]
-            }
-          }
-        ],
-        "IncludeNestedStacks": false,
-        "ResponseMetadata": {
-          "HTTPStatusCode": 200,
-          "HTTPHeaders": {}
-        }
-      },
-      "list_change_set": {
-        "Summaries": [
-          {
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-            "StackName": "<stack-name:1>",
-            "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<change-set-name:1>/<resource:3>",
-            "ChangeSetName": "<change-set-name:1>",
-            "ExecutionStatus": "AVAILABLE",
-            "Status": "CREATE_COMPLETE",
-            "CreationTime": "datetime",
-            "IncludeNestedStacks": false
-          }
-        ],
-        "ResponseMetadata": {
-          "HTTPStatusCode": 200,
-          "HTTPHeaders": {}
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_changesets.py::test_empty_changeset": {
-    "recorded-date": "10-08-2022, 10:52:55",
-    "recorded-content": {
-      "first_changeset": {
-        "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        },
-        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>"
-      },
-      "describe_first_cs": {
-        "Capabilities": [
-          "CAPABILITY_AUTO_EXPAND",
-          "CAPABILITY_IAM",
-          "CAPABILITY_NAMED_IAM"
-        ],
-        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
-        "ChangeSetName": "<change-set-id:1>",
-        "Changes": [
-          {
-            "ResourceChange": {
-              "Action": "Add",
-              "Details": [],
-              "LogicalResourceId": "CDKMetadata",
-              "ResourceType": "AWS::CDK::Metadata",
-              "Scope": []
-            },
-            "Type": "Resource"
-          }
-        ],
-        "CreationTime": "datetime",
-        "ExecutionStatus": "AVAILABLE",
-        "IncludeNestedStacks": false,
-        "NotificationARNs": [],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        },
-        "RollbackConfiguration": {},
-        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-        "StackName": "<stack-name:1>",
-        "Status": "CREATE_COMPLETE"
-      },
-      "nochange_changeset": {
-        "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        },
-        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>"
-      },
-      "describe_nochange": {
-        "Capabilities": [
-          "CAPABILITY_AUTO_EXPAND",
-          "CAPABILITY_IAM",
-          "CAPABILITY_NAMED_IAM"
-        ],
-        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
-        "ChangeSetName": "<change-set-id:2>",
-        "Changes": [],
-        "CreationTime": "datetime",
-        "ExecutionStatus": "UNAVAILABLE",
-        "IncludeNestedStacks": false,
-        "NotificationARNs": [],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        },
-        "RollbackConfiguration": {},
-        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-        "StackName": "<stack-name:1>",
-        "Status": "FAILED",
-        "StatusReason": "The submitted information didn't contain changes. Submit different information to create a change set."
-      },
-      "error_execute_failed": "An error occurred (InvalidChangeSetStatus) when calling the ExecuteChangeSet operation: ChangeSet [arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>] cannot be executed in its current status of [FAILED]"
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_changesets.py::test_deleted_changeset": {
-    "recorded-date": "11-08-2022, 11:11:47",
-    "recorded-content": {
-      "create": {
-        "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        },
-        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name>/<resource:2>"
-      },
-      "postdelete_changeset_notfound": "An error occurred (ChangeSetNotFound) when calling the DescribeChangeSet operation: ChangeSet [arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>] does not exist"
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_changesets.py::test_describe_change_set_nonexisting": {
-    "recorded-date": "11-03-2025, 19:12:57",
-    "recorded-content": {
-      "exception": "An error occurred (ValidationError) when calling the DescribeChangeSet operation: Stack [somestack] does not exist"
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_changesets.py::test_delete_change_set_exception": {
-    "recorded-date": "12-03-2025, 10:14:25",
-    "recorded-content": {
-      "e1": {
-        "Error": {
-          "Code": "ValidationError",
-          "Message": "Stack [nostack] does not exist",
-          "Type": "Sender"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 400
-        }
-      },
-      "e2": {
-        "Error": {
-          "Code": "ValidationError",
-          "Message": "StackName must be specified if ChangeSetName is not specified as an ARN.",
-          "Type": "Sender"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 400
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_changesets.py::test_name_conflicts": {
-    "recorded-date": "22-11-2023, 10:58:04",
-    "recorded-content": {
-      "create_changeset_existingstack_exc": {
-        "Error": {
-          "Code": "ValidationError",
-          "Message": "Stack [<stack-name:1>] already exists and cannot be created again with the changeSet [<change-set-name:1>].",
-          "Type": "Sender"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 400
-        }
-      },
-      "new_stack_desc": {
-        "Stacks": [
-          {
-            "CreationTime": "datetime",
-            "DisableRollback": false,
-            "DriftInformation": {
-              "StackDriftStatus": "NOT_CHECKED"
-            },
-            "EnableTerminationProtection": false,
-            "NotificationARNs": [],
-            "RollbackConfiguration": {},
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-            "StackName": "<stack-name:1>",
-            "StackStatus": "REVIEW_IN_PROGRESS",
-            "StackStatusReason": "User Initiated",
-            "Tags": []
-          }
-        ],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "stack_id_desc": {
-        "Stacks": [
-          {
-            "CreationTime": "datetime",
-            "DeletionTime": "datetime",
-            "DisableRollback": false,
-            "DriftInformation": {
-              "StackDriftStatus": "NOT_CHECKED"
-            },
-            "LastUpdatedTime": "datetime",
-            "NotificationARNs": [],
-            "RollbackConfiguration": {},
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-            "StackName": "<stack-name:1>",
-            "StackStatus": "DELETE_COMPLETE",
-            "Tags": []
-          }
-        ],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "new_stack_id_desc": {
-        "Stacks": [
-          {
-            "CreationTime": "datetime",
-            "DisableRollback": false,
-            "DriftInformation": {
-              "StackDriftStatus": "NOT_CHECKED"
-            },
-            "EnableTerminationProtection": false,
-            "NotificationARNs": [],
-            "RollbackConfiguration": {},
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-            "StackName": "<stack-name:1>",
-            "StackStatus": "REVIEW_IN_PROGRESS",
-            "StackStatusReason": "User Initiated",
-            "Tags": []
-          }
-        ],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "initial_changeset_id_desc": {
-        "Capabilities": [],
-        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
-        "ChangeSetName": "<change-set-name:1>",
-        "Changes": [
-          {
-            "ResourceChange": {
-              "Action": "Add",
-              "Details": [],
-              "LogicalResourceId": "SimpleParam",
-              "ResourceType": "AWS::SSM::Parameter",
-              "Scope": []
-            },
-            "Type": "Resource"
-          }
-        ],
-        "CreationTime": "datetime",
-        "ExecutionStatus": "EXECUTE_COMPLETE",
-        "IncludeNestedStacks": false,
-        "NotificationARNs": [],
-        "RollbackConfiguration": {},
-        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-        "StackName": "<stack-name:1>",
-        "Status": "CREATE_COMPLETE",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "second_initial_changeset_id_desc": {
-        "Capabilities": [],
-        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:4>",
-        "ChangeSetName": "<change-set-name:1>",
-        "Changes": [
-          {
-            "ResourceChange": {
-              "Action": "Add",
-              "Details": [],
-              "LogicalResourceId": "SimpleParam",
-              "ResourceType": "AWS::SSM::Parameter",
-              "Scope": []
-            },
-            "Type": "Resource"
-          }
-        ],
-        "CreationTime": "datetime",
-        "ExecutionStatus": "AVAILABLE",
-        "IncludeNestedStacks": false,
-        "NotificationARNs": [],
-        "RollbackConfiguration": {},
-        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-        "StackName": "<stack-name:1>",
-        "Status": "CREATE_COMPLETE",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_changesets.py::test_create_while_in_review": {
-    "recorded-date": "22-11-2023, 08:49:15",
-    "recorded-content": {
-      "create_stack_while_in_review": {
-        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "describe_stack": {
-        "Stacks": [
-          {
-            "CreationTime": "datetime",
-            "DisableRollback": false,
-            "DriftInformation": {
-              "StackDriftStatus": "NOT_CHECKED"
-            },
-            "EnableTerminationProtection": false,
-            "NotificationARNs": [],
-            "RollbackConfiguration": {},
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-            "StackName": "<stack-name:1>",
-            "StackStatus": "CREATE_COMPLETE",
-            "Tags": []
-          }
-        ],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "describe_change_set": {
-        "Capabilities": [],
-        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:2>",
-        "ChangeSetName": "<change-set-name:1>",
-        "Changes": [
-          {
-            "ResourceChange": {
-              "Action": "Add",
-              "Details": [],
-              "LogicalResourceId": "SimpleParam",
-              "ResourceType": "AWS::SSM::Parameter",
-              "Scope": []
-            },
-            "Type": "Resource"
-          }
-        ],
-        "CreationTime": "datetime",
-        "ExecutionStatus": "OBSOLETE",
-        "IncludeNestedStacks": false,
-        "NotificationARNs": [],
-        "RollbackConfiguration": {},
-        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-        "StackName": "<stack-name:1>",
-        "Status": "CREATE_COMPLETE",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_changesets.py::test_template_rendering_with_list": {
-    "recorded-date": "23-11-2023, 09:23:26",
-    "recorded-content": {
-      "resolved-template": {
-        "d": [
-          {
-            "userid": 1
-          },
-          1,
-          "string"
-        ]
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_changesets.py::test_create_changeset_with_stack_id": {
-    "recorded-date": "28-11-2023, 07:48:23",
-    "recorded-content": {
-      "describe_stack": {
-        "Stacks": [
-          {
-            "CreationTime": "datetime",
-            "DisableRollback": false,
-            "DriftInformation": {
-              "StackDriftStatus": "NOT_CHECKED"
-            },
-            "EnableTerminationProtection": false,
-            "NotificationARNs": [],
-            "RollbackConfiguration": {},
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-            "StackName": "<stack-name:1>",
-            "StackStatus": "REVIEW_IN_PROGRESS",
-            "StackStatusReason": "User Initiated",
-            "Tags": []
-          }
-        ],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "recreate_deleted_with_id_exception": {
-        "Error": {
-          "Code": "ValidationError",
-          "Message": "Stack [arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>] already exists and cannot be created again with the changeSet [revived-stack-changeset].",
-          "Type": "Sender"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 400
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_changesets.py::test_multiple_create_changeset": {
-    "recorded-date": "28-11-2023, 07:38:49",
-    "recorded-content": {
-      "initial_changeset": {
-        "Capabilities": [],
-        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
-        "ChangeSetName": "<change-set-name:1>",
-        "Changes": [
-          {
-            "ResourceChange": {
-              "Action": "Add",
-              "Details": [],
-              "LogicalResourceId": "SimpleParam",
-              "ResourceType": "AWS::SSM::Parameter",
-              "Scope": []
-            },
-            "Type": "Resource"
-          }
-        ],
-        "CreationTime": "datetime",
-        "ExecutionStatus": "AVAILABLE",
-        "IncludeNestedStacks": false,
-        "NotificationARNs": [],
-        "RollbackConfiguration": {},
-        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-        "StackName": "<stack-name:1>",
-        "Status": "CREATE_COMPLETE",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "additional_changeset": {
-        "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
-        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_changesets.py::TestUpdates::test_deleting_resource": {
-    "recorded-date": "02-06-2025, 10:29:41",
-    "recorded-content": {
-      "get-parameter-error": {
-        "Error": {
-          "Code": "ParameterNotFound",
-          "Message": ""
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 400
-        }
-      }
-    }
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_changesets.validation.json b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_changesets.validation.json
deleted file mode 100644
index fe83ba323389a..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_changesets.validation.json
+++ /dev/null
@@ -1,89 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_changesets.py::TestCaptureUpdateProcess::test_base_dynamic_parameter_scenarios[change_dynamic]": {
-    "last_validated_date": "2025-04-03T07:11:44+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_changesets.py::TestCaptureUpdateProcess::test_base_dynamic_parameter_scenarios[change_parameter_for_condition_create_resource]": {
-    "last_validated_date": "2025-04-03T07:13:00+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_changesets.py::TestCaptureUpdateProcess::test_base_dynamic_parameter_scenarios[change_unrelated_property]": {
-    "last_validated_date": "2025-04-03T07:12:11+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_changesets.py::TestCaptureUpdateProcess::test_base_dynamic_parameter_scenarios[change_unrelated_property_not_create_only]": {
-    "last_validated_date": "2025-04-03T07:12:37+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_changesets.py::TestCaptureUpdateProcess::test_base_mapping_scenarios[update_string_referencing_resource]": {
-    "last_validated_date": "2025-04-03T07:23:48+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_changesets.py::TestCaptureUpdateProcess::test_conditions": {
-    "last_validated_date": "2025-04-01T14:34:35+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_changesets.py::TestCaptureUpdateProcess::test_direct_update": {
-    "last_validated_date": "2025-04-01T08:32:30+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_changesets.py::TestCaptureUpdateProcess::test_dynamic_update": {
-    "last_validated_date": "2025-04-01T12:30:53+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_changesets.py::TestCaptureUpdateProcess::test_execute_with_ref": {
-    "last_validated_date": "2025-04-11T14:34:09+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_changesets.py::TestCaptureUpdateProcess::test_mappings_with_parameter_lookup": {
-    "last_validated_date": "2025-04-01T13:31:33+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_changesets.py::TestCaptureUpdateProcess::test_mappings_with_static_fields": {
-    "last_validated_date": "2025-04-01T13:20:50+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_changesets.py::TestCaptureUpdateProcess::test_parameter_changes": {
-    "last_validated_date": "2025-04-01T12:43:36+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_changesets.py::TestCaptureUpdateProcess::test_unrelated_changes_requires_replacement": {
-    "last_validated_date": "2025-04-01T16:46:22+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_changesets.py::TestCaptureUpdateProcess::test_unrelated_changes_update_propagation": {
-    "last_validated_date": "2025-04-01T16:40:03+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_changesets.py::TestUpdates::test_deleting_resource": {
-    "last_validated_date": "2025-06-02T10:29:46+00:00",
-    "durations_in_seconds": {
-      "setup": 1.06,
-      "call": 20.61,
-      "teardown": 4.46,
-      "total": 26.13
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_changesets.py::TestUpdates::test_simple_update_two_resources": {
-    "last_validated_date": "2025-04-02T10:05:26+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_changesets.py::test_create_change_set_update_without_parameters": {
-    "last_validated_date": "2022-05-31T07:32:02+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_changesets.py::test_create_changeset_with_stack_id": {
-    "last_validated_date": "2023-11-28T06:48:23+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_changesets.py::test_create_delete_create": {
-    "last_validated_date": "2024-08-13T10:46:31+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_changesets.py::test_create_while_in_review": {
-    "last_validated_date": "2023-11-22T07:49:15+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_changesets.py::test_delete_change_set_exception": {
-    "last_validated_date": "2025-03-12T10:14:25+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_changesets.py::test_deleted_changeset": {
-    "last_validated_date": "2022-08-11T09:11:47+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_changesets.py::test_describe_change_set_nonexisting": {
-    "last_validated_date": "2025-03-11T19:12:57+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_changesets.py::test_describe_change_set_with_similarly_named_stacks": {
-    "last_validated_date": "2024-03-06T13:56:47+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_changesets.py::test_empty_changeset": {
-    "last_validated_date": "2022-08-10T08:52:55+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_changesets.py::test_multiple_create_changeset": {
-    "last_validated_date": "2023-11-28T06:38:49+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_changesets.py::test_name_conflicts": {
-    "last_validated_date": "2023-11-22T09:58:04+00:00"
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_drift_detection.py b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_drift_detection.py
deleted file mode 100644
index 483b46808e6a7..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_drift_detection.py
+++ /dev/null
@@ -1,36 +0,0 @@
-import os
-
-import pytest
-
-from localstack.services.cloudformation.v2.utils import is_v2_engine
-from localstack.testing.aws.util import is_aws_cloud
-from localstack.testing.pytest import markers
-
-pytestmark = pytest.mark.skipif(
-    condition=not is_v2_engine() and not is_aws_cloud(),
-    reason="Only targeting the new engine",
-)
-
-
-@pytest.mark.skip(reason="Not implemented")
-@markers.aws.validated
-def test_drift_detection_on_lambda(deploy_cfn_template, snapshot, aws_client):
-    snapshot.add_transformer(snapshot.transform.cloudformation_api())
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/lambda_simple.yml"
-        )
-    )
-
-    aws_client.lambda_.update_function_configuration(
-        FunctionName=stack.outputs["LambdaName"],
-        Runtime="python3.8",
-        Description="different description",
-        Environment={"Variables": {"ENDPOINT_URL": "localhost.localstack.cloud"}},
-    )
-
-    drift_detection = aws_client.cloudformation.detect_stack_resource_drift(
-        StackName=stack.stack_name, LogicalResourceId="Function"
-    )
-
-    snapshot.match("drift_detection", drift_detection)
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_drift_detection.snapshot.json b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_drift_detection.snapshot.json
deleted file mode 100644
index 8584f783fa4ff..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_drift_detection.snapshot.json
+++ /dev/null
@@ -1,63 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_drift_detection.py::test_drift_detection_on_lambda": {
-    "recorded-date": "11-11-2022, 08:44:20",
-    "recorded-content": {
-      "drift_detection": {
-        "StackResourceDrift": {
-          "ActualProperties": {
-            "Description": "different description",
-            "Environment": {
-              "Variables": {
-                "ENDPOINT_URL": "localhost.localstack.cloud"
-              }
-            },
-            "Handler": "index.handler",
-            "Role": "arn:<partition>:iam::111111111111:role/<resource:1>",
-            "Runtime": "python3.8"
-          },
-          "ExpectedProperties": {
-            "Description": "function to test lambda function url",
-            "Environment": {
-              "Variables": {
-                "ENDPOINT_URL": "aws.amazon.com"
-              }
-            },
-            "Handler": "index.handler",
-            "Role": "arn:<partition>:iam::111111111111:role/<resource:1>",
-            "Runtime": "python3.9"
-          },
-          "LogicalResourceId": "Function",
-          "PhysicalResourceId": "stack-0d03b713-Function-ijoJmdBJP4re",
-          "PropertyDifferences": [
-            {
-              "ActualValue": "different description",
-              "DifferenceType": "NOT_EQUAL",
-              "ExpectedValue": "function to test lambda function url",
-              "PropertyPath": "/Description"
-            },
-            {
-              "ActualValue": "localhost.localstack.cloud",
-              "DifferenceType": "NOT_EQUAL",
-              "ExpectedValue": "aws.amazon.com",
-              "PropertyPath": "/Environment/Variables/ENDPOINT_URL"
-            },
-            {
-              "ActualValue": "python3.8",
-              "DifferenceType": "NOT_EQUAL",
-              "ExpectedValue": "python3.9",
-              "PropertyPath": "/Runtime"
-            }
-          ],
-          "ResourceType": "AWS::Lambda::Function",
-          "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/stack-0d03b713/<resource:2>",
-          "StackResourceDriftStatus": "MODIFIED",
-          "Timestamp": "timestamp"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_drift_detection.validation.json b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_drift_detection.validation.json
deleted file mode 100644
index 65b14bd8a839d..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_drift_detection.validation.json
+++ /dev/null
@@ -1,5 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_drift_detection.py::test_drift_detection_on_lambda": {
-    "last_validated_date": "2022-11-11T07:44:20+00:00"
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_extensions_api.py b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_extensions_api.py
deleted file mode 100644
index 8e5e475341e9a..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_extensions_api.py
+++ /dev/null
@@ -1,251 +0,0 @@
-import json
-import os
-import re
-
-import botocore
-import botocore.errorfactory
-import botocore.exceptions
-import pytest
-
-from localstack.services.cloudformation.v2.utils import is_v2_engine
-from localstack.testing.aws.util import is_aws_cloud
-from localstack.testing.pytest import markers
-from localstack.utils.strings import short_uid
-
-pytestmark = pytest.mark.skipif(
-    condition=not is_v2_engine() and not is_aws_cloud(),
-    reason="Only targeting the new engine",
-)
-
-
-class TestExtensionsApi:
-    @pytest.mark.skip(reason="feature not implemented")
-    @pytest.mark.parametrize(
-        "extension_type, extension_name, artifact",
-        [
-            (
-                "RESOURCE",
-                "LocalStack::Testing::TestResource",
-                "resourcetypes/localstack-testing-testresource.zip",
-            ),
-            (
-                "MODULE",
-                "LocalStack::Testing::TestModule::MODULE",
-                "modules/localstack-testing-testmodule-module.zip",
-            ),
-            ("HOOK", "LocalStack::Testing::TestHook", "hooks/localstack-testing-testhook.zip"),
-        ],
-    )
-    @markers.aws.validated
-    def test_crud_extension(
-        self,
-        deploy_cfn_template,
-        s3_bucket,
-        snapshot,
-        extension_name,
-        extension_type,
-        artifact,
-        aws_client,
-    ):
-        bucket_name = s3_bucket
-        artifact_path = os.path.join(
-            os.path.dirname(__file__), "../artifacts/extensions/", artifact
-        )
-        key_name = f"key-{short_uid()}"
-        aws_client.s3.upload_file(artifact_path, bucket_name, key_name)
-
-        register_response = aws_client.cloudformation.register_type(
-            Type=extension_type,
-            TypeName=extension_name,
-            SchemaHandlerPackage=f"s3://{bucket_name}/{key_name}",
-        )
-
-        snapshot.add_transformer(
-            snapshot.transform.key_value("RegistrationToken", "registration-token")
-        )
-        snapshot.add_transformer(
-            snapshot.transform.key_value("DefaultVersionId", "default-version-id")
-        )
-        snapshot.add_transformer(snapshot.transform.key_value("LogRoleArn", "log-role-arn"))
-        snapshot.add_transformer(snapshot.transform.key_value("LogGroupName", "log-group-name"))
-        snapshot.add_transformer(
-            snapshot.transform.key_value("ExecutionRoleArn", "execution-role-arn")
-        )
-        snapshot.match("register_response", register_response)
-
-        describe_type_response = aws_client.cloudformation.describe_type_registration(
-            RegistrationToken=register_response["RegistrationToken"]
-        )
-        snapshot.match("describe_type_response", describe_type_response)
-
-        aws_client.cloudformation.get_waiter("type_registration_complete").wait(
-            RegistrationToken=register_response["RegistrationToken"]
-        )
-
-        describe_response = aws_client.cloudformation.describe_type(
-            Arn=describe_type_response["TypeArn"],
-        )
-        snapshot.match("describe_response", describe_response)
-
-        list_response = aws_client.cloudformation.list_type_registrations(
-            TypeName=extension_name,
-        )
-        snapshot.match("list_response", list_response)
-
-        deregister_response = aws_client.cloudformation.deregister_type(
-            Arn=describe_type_response["TypeArn"]
-        )
-        snapshot.match("deregister_response", deregister_response)
-
-    @pytest.mark.skip(reason="test not completed")
-    @markers.aws.validated
-    def test_extension_versioning(self, s3_bucket, snapshot, aws_client):
-        """
-        This tests validates some api behaviours and errors resulting of creating and deleting versions of extensions.
-        The process of this test:
-        - register twice the same extension to have multiple versions
-        - set the last one as a default one.
-        - try to delete the whole extension.
-        - try to delete a version of the extension that doesn't exist.
-        - delete the first version of the extension.
-        - try to delete the last available version using the version arn.
-        - delete the whole extension.
-        """
-        bucket_name = s3_bucket
-        artifact_path = os.path.join(
-            os.path.dirname(__file__),
-            "../artifacts/extensions/modules/localstack-testing-testmodule-module.zip",
-        )
-        key_name = f"key-{short_uid()}"
-        aws_client.s3.upload_file(artifact_path, bucket_name, key_name)
-
-        register_response = aws_client.cloudformation.register_type(
-            Type="MODULE",
-            TypeName="LocalStack::Testing::TestModule::MODULE",
-            SchemaHandlerPackage=f"s3://{bucket_name}/{key_name}",
-        )
-        aws_client.cloudformation.get_waiter("type_registration_complete").wait(
-            RegistrationToken=register_response["RegistrationToken"]
-        )
-
-        register_response = aws_client.cloudformation.register_type(
-            Type="MODULE",
-            TypeName="LocalStack::Testing::TestModule::MODULE",
-            SchemaHandlerPackage=f"s3://{bucket_name}/{key_name}",
-        )
-        aws_client.cloudformation.get_waiter("type_registration_complete").wait(
-            RegistrationToken=register_response["RegistrationToken"]
-        )
-
-        versions_response = aws_client.cloudformation.list_type_versions(
-            TypeName="LocalStack::Testing::TestModule::MODULE", Type="MODULE"
-        )
-        snapshot.match("versions", versions_response)
-
-        set_default_response = aws_client.cloudformation.set_type_default_version(
-            Arn=versions_response["TypeVersionSummaries"][1]["Arn"]
-        )
-        snapshot.match("set_default_response", set_default_response)
-
-        with pytest.raises(botocore.errorfactory.ClientError) as e:
-            aws_client.cloudformation.deregister_type(
-                Type="MODULE", TypeName="LocalStack::Testing::TestModule::MODULE"
-            )
-        snapshot.match("multiple_versions_error", e.value.response)
-
-        arn = versions_response["TypeVersionSummaries"][1]["Arn"]
-        with pytest.raises(botocore.errorfactory.ClientError) as e:
-            arn = re.sub(r"/\d{8}", "99999999", arn)
-            aws_client.cloudformation.deregister_type(Arn=arn)
-        snapshot.match("version_not_found_error", e.value.response)
-
-        delete_first_version_response = aws_client.cloudformation.deregister_type(
-            Arn=versions_response["TypeVersionSummaries"][0]["Arn"]
-        )
-        snapshot.match("delete_unused_version_response", delete_first_version_response)
-
-        with pytest.raises(botocore.errorfactory.ClientError) as e:
-            aws_client.cloudformation.deregister_type(
-                Arn=versions_response["TypeVersionSummaries"][1]["Arn"]
-            )
-        snapshot.match("error_for_deleting_default_with_arn", e.value.response)
-
-        delete_default_response = aws_client.cloudformation.deregister_type(
-            Type="MODULE", TypeName="LocalStack::Testing::TestModule::MODULE"
-        )
-        snapshot.match("deleting_default_response", delete_default_response)
-
-    @pytest.mark.skip(reason="feature not implemented")
-    @markers.aws.validated
-    def test_extension_not_complete(self, s3_bucket, snapshot, aws_client):
-        """
-        This tests validates the error of Extension not found using the describe_type operation when the registration
-        of the extension is still in progress.
-        """
-        bucket_name = s3_bucket
-        artifact_path = os.path.join(
-            os.path.dirname(__file__),
-            "../artifacts/extensions/hooks/localstack-testing-testhook.zip",
-        )
-        key_name = f"key-{short_uid()}"
-        aws_client.s3.upload_file(artifact_path, bucket_name, key_name)
-
-        register_response = aws_client.cloudformation.register_type(
-            Type="HOOK",
-            TypeName="LocalStack::Testing::TestHook",
-            SchemaHandlerPackage=f"s3://{bucket_name}/{key_name}",
-        )
-
-        with pytest.raises(botocore.errorfactory.ClientError) as e:
-            aws_client.cloudformation.describe_type(
-                Type="HOOK", TypeName="LocalStack::Testing::TestHook"
-            )
-        snapshot.match("not_found_error", e.value)
-
-        aws_client.cloudformation.get_waiter("type_registration_complete").wait(
-            RegistrationToken=register_response["RegistrationToken"]
-        )
-        aws_client.cloudformation.deregister_type(
-            Type="HOOK",
-            TypeName="LocalStack::Testing::TestHook",
-        )
-
-    @pytest.mark.skip(reason="feature not implemented")
-    @markers.aws.validated
-    def test_extension_type_configuration(self, register_extension, snapshot, aws_client):
-        artifact_path = os.path.join(
-            os.path.dirname(__file__),
-            "../artifacts/extensions/hooks/localstack-testing-deployablehook.zip",
-        )
-        extension = register_extension(
-            extension_type="HOOK",
-            extension_name="LocalStack::Testing::DeployableHook",
-            artifact_path=artifact_path,
-        )
-
-        extension_configuration = json.dumps(
-            {
-                "CloudFormationConfiguration": {
-                    "HookConfiguration": {"TargetStacks": "ALL", "FailureMode": "FAIL"}
-                }
-            }
-        )
-        response_set_configuration = aws_client.cloudformation.set_type_configuration(
-            TypeArn=extension["TypeArn"], Configuration=extension_configuration
-        )
-        snapshot.match("set_type_configuration_response", response_set_configuration)
-
-        with pytest.raises(botocore.errorfactory.ClientError) as e:
-            aws_client.cloudformation.batch_describe_type_configurations(
-                TypeConfigurationIdentifiers=[{}]
-            )
-        snapshot.match("batch_describe_configurations_errors", e.value)
-
-        describe = aws_client.cloudformation.batch_describe_type_configurations(
-            TypeConfigurationIdentifiers=[
-                {
-                    "TypeArn": extension["TypeArn"],
-                },
-            ]
-        )
-        snapshot.match("batch_describe_configurations", describe)
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_extensions_api.snapshot.json b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_extensions_api.snapshot.json
deleted file mode 100644
index 9b165272441a9..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_extensions_api.snapshot.json
+++ /dev/null
@@ -1,687 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_extensions_api.py::TestExtensionsApi::test_crud_extension[RESOURCE-LocalStack::Testing::TestResource-resourcetypes/localstack-testing-testresource.zip]": {
-    "recorded-date": "02-03-2023, 16:11:19",
-    "recorded-content": {
-      "register_response": {
-        "RegistrationToken": "<registration-token:1>",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "describe_type_response": {
-        "ProgressStatus": "IN_PROGRESS",
-        "TypeArn": "arn:<partition>:cloudformation:<region>:111111111111:type/resource/LocalStack-Testing-TestResource",
-        "TypeVersionArn": "arn:<partition>:cloudformation:<region>:111111111111:type/resource/LocalStack-Testing-TestResource/<default-version-id:1>",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "describe_response": {
-        "Arn": "arn:<partition>:cloudformation:<region>:111111111111:type/resource/LocalStack-Testing-TestResource/<default-version-id:1>",
-        "DefaultVersionId": "<default-version-id:1>",
-        "DeprecatedStatus": "LIVE",
-        "Description": "An example resource schema demonstrating some basic constructs and validation rules.",
-        "ExecutionRoleArn": "<execution-role-arn:1>",
-        "IsDefaultVersion": true,
-        "LastUpdated": "datetime",
-        "ProvisioningType": "FULLY_MUTABLE",
-        "Schema": {
-          "typeName": "LocalStack::Testing::TestResource",
-          "description": "An example resource schema demonstrating some basic constructs and validation rules.",
-          "sourceUrl": "https://github.com/aws-cloudformation/aws-cloudformation-rpdk.git",
-          "definitions": {},
-          "properties": {
-            "Name": {
-              "type": "string"
-            }
-          },
-          "additionalProperties": false,
-          "required": [
-            "Name"
-          ],
-          "createOnlyProperties": [
-            "/properties/Name"
-          ],
-          "primaryIdentifier": [
-            "/properties/Name"
-          ],
-          "handlers": {
-            "create": {
-              "permissions": []
-            },
-            "read": {
-              "permissions": []
-            },
-            "update": {
-              "permissions": []
-            },
-            "delete": {
-              "permissions": []
-            },
-            "list": {
-              "permissions": []
-            }
-          }
-        },
-        "SourceUrl": "https://github.com/aws-cloudformation/aws-cloudformation-rpdk.git",
-        "TimeCreated": "datetime",
-        "Type": "RESOURCE",
-        "TypeName": "LocalStack::Testing::TestResource",
-        "Visibility": "PRIVATE",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "list_response": {
-        "RegistrationTokenList": [],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "deregister_response": {
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_extensions_api.py::TestExtensionsApi::test_crud_extension[MODULE-LocalStack::Testing::TestModule::MODULE-modules/localstack-testing-testmodule-module.zip]": {
-    "recorded-date": "02-03-2023, 16:11:53",
-    "recorded-content": {
-      "register_response": {
-        "RegistrationToken": "<registration-token:1>",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "describe_type_response": {
-        "ProgressStatus": "IN_PROGRESS",
-        "TypeArn": "arn:<partition>:cloudformation:<region>:111111111111:type/module/LocalStack-Testing-TestModule-MODULE",
-        "TypeVersionArn": "arn:<partition>:cloudformation:<region>:111111111111:type/module/LocalStack-Testing-TestModule-MODULE/<default-version-id:1>",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "describe_response": {
-        "Arn": "arn:<partition>:cloudformation:<region>:111111111111:type/module/LocalStack-Testing-TestModule-MODULE/<default-version-id:1>",
-        "DefaultVersionId": "<default-version-id:1>",
-        "DeprecatedStatus": "LIVE",
-        "Description": "Schema for Module Fragment of type LocalStack::Testing::TestModule::MODULE",
-        "IsDefaultVersion": true,
-        "LastUpdated": "datetime",
-        "Schema": {
-          "typeName": "LocalStack::Testing::TestModule::MODULE",
-          "description": "Schema for Module Fragment of type LocalStack::Testing::TestModule::MODULE",
-          "properties": {
-            "Parameters": {
-              "type": "object",
-              "properties": {
-                "BucketName": {
-                  "type": "object",
-                  "properties": {
-                    "Type": {
-                      "type": "string"
-                    },
-                    "Description": {
-                      "type": "string"
-                    }
-                  },
-                  "required": [
-                    "Type",
-                    "Description"
-                  ],
-                  "description": "Name for the bucket"
-                }
-              }
-            },
-            "Resources": {
-              "properties": {
-                "S3Bucket": {
-                  "type": "object",
-                  "properties": {
-                    "Type": {
-                      "type": "string",
-                      "const": "AWS::S3::Bucket"
-                    },
-                    "Properties": {
-                      "type": "object"
-                    }
-                  }
-                }
-              },
-              "type": "object",
-              "additionalProperties": false
-            }
-          },
-          "additionalProperties": true
-        },
-        "TimeCreated": "datetime",
-        "Type": "MODULE",
-        "TypeName": "LocalStack::Testing::TestModule::MODULE",
-        "Visibility": "PRIVATE",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "list_response": {
-        "RegistrationTokenList": [],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "deregister_response": {
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_extensions_api.py::TestExtensionsApi::test_crud_extension[HOOK-LocalStack::Testing::TestHook-hooks/localstack-testing-testhook.zip]": {
-    "recorded-date": "02-03-2023, 16:12:56",
-    "recorded-content": {
-      "register_response": {
-        "RegistrationToken": "<registration-token:1>",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "describe_type_response": {
-        "ProgressStatus": "IN_PROGRESS",
-        "TypeArn": "arn:<partition>:cloudformation:<region>:111111111111:type/hook/LocalStack-Testing-TestHook",
-        "TypeVersionArn": "arn:<partition>:cloudformation:<region>:111111111111:type/hook/LocalStack-Testing-TestHook/<default-version-id:1>",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "describe_response": {
-        "Arn": "arn:<partition>:cloudformation:<region>:111111111111:type/hook/LocalStack-Testing-TestHook/<default-version-id:1>",
-        "ConfigurationSchema": {
-          "$schema": "http://json-schema.org/draft-07/schema#",
-          "examples": [
-            {
-              "CloudFormationConfiguration": {
-                "HookConfiguration": {
-                  "TargetStacks": "ALL",
-                  "Properties": {},
-                  "FailureMode": "FAIL"
-                }
-              }
-            }
-          ],
-          "description": "This schema validates the CFN hook type configuration that could be set by customers",
-          "additionalProperties": false,
-          "title": "CloudFormation Hook Type Configuration Schema",
-          "type": "object",
-          "definitions": {
-            "InvocationPoint": {
-              "description": "Invocation points are the point in provisioning workflow where hooks will be executed.",
-              "type": "string",
-              "enum": [
-                "PRE_PROVISION"
-              ]
-            },
-            "HookTarget": {
-              "description": "Hook targets are the destination where hooks will be invoked against.",
-              "additionalProperties": false,
-              "type": "object",
-              "properties": {
-                "InvocationPoint": {
-                  "$ref": "#/definitions/InvocationPoint"
-                },
-                "Action": {
-                  "$ref": "#/definitions/Action"
-                },
-                "TargetName": {
-                  "$ref": "#/definitions/TargetName"
-                }
-              },
-              "required": [
-                "TargetName",
-                "Action",
-                "InvocationPoint"
-              ]
-            },
-            "StackRole": {
-              "pattern": "arn:.+:iam::[0-9]{12}:role/.+",
-              "description": "The Amazon Resource Name (ARN) of the IAM execution role to use to perform stack operations",
-              "type": "string",
-              "maxLength": 256
-            },
-            "Action": {
-              "description": "Target actions are the type of operation hooks will be executed at.",
-              "type": "string",
-              "enum": [
-                "CREATE",
-                "UPDATE",
-                "DELETE"
-              ]
-            },
-            "TargetName": {
-              "minLength": 1,
-              "pattern": "^(?!.*\\*\\?).*$",
-              "description": "Type name of hook target. Hook targets are the destination where hooks will be invoked against.",
-              "type": "string",
-              "maxLength": 256
-            },
-            "StackName": {
-              "pattern": "^[a-zA-Z][-a-zA-Z0-9]*$",
-              "description": "CloudFormation Stack name",
-              "type": "string",
-              "maxLength": 128
-            }
-          },
-          "properties": {
-            "CloudFormationConfiguration": {
-              "additionalProperties": false,
-              "properties": {
-                "HookConfiguration": {
-                  "additionalProperties": false,
-                  "type": "object",
-                  "properties": {
-                    "TargetStacks": {
-                      "default": "NONE",
-                      "description": "Attribute to specify which stacks this hook applies to or should get invoked for",
-                      "type": "string",
-                      "enum": [
-                        "ALL",
-                        "NONE"
-                      ]
-                    },
-                    "StackFilters": {
-                      "description": "Filters to allow hooks to target specific stack attributes",
-                      "additionalProperties": false,
-                      "type": "object",
-                      "properties": {
-                        "FilteringCriteria": {
-                          "default": "ALL",
-                          "description": "Attribute to specify the filtering behavior. ANY will make the Hook pass if one filter matches. ALL will make the Hook pass if all filters match",
-                          "type": "string",
-                          "enum": [
-                            "ALL",
-                            "ANY"
-                          ]
-                        },
-                        "StackNames": {
-                          "description": "List of stack names as filters",
-                          "additionalProperties": false,
-                          "type": "object",
-                          "properties": {
-                            "Exclude": {
-                              "minItems": 1,
-                              "maxItems": 50,
-                              "uniqueItems": true,
-                              "description": "List of stack names that the hook is going to be excluded from",
-                              "insertionOrder": false,
-                              "type": "array",
-                              "items": {
-                                "$ref": "#/definitions/StackName"
-                              }
-                            },
-                            "Include": {
-                              "minItems": 1,
-                              "maxItems": 50,
-                              "uniqueItems": true,
-                              "description": "List of stack names that the hook is going to target",
-                              "insertionOrder": false,
-                              "type": "array",
-                              "items": {
-                                "$ref": "#/definitions/StackName"
-                              }
-                            }
-                          },
-                          "minProperties": 1
-                        },
-                        "StackRoles": {
-                          "description": "List of stack roles that are performing the stack operations.",
-                          "additionalProperties": false,
-                          "type": "object",
-                          "properties": {
-                            "Exclude": {
-                              "minItems": 1,
-                              "maxItems": 50,
-                              "uniqueItems": true,
-                              "description": "List of stack roles that the hook is going to be excluded from",
-                              "insertionOrder": false,
-                              "type": "array",
-                              "items": {
-                                "$ref": "#/definitions/StackRole"
-                              }
-                            },
-                            "Include": {
-                              "minItems": 1,
-                              "maxItems": 50,
-                              "uniqueItems": true,
-                              "description": "List of stack roles that the hook is going to target",
-                              "insertionOrder": false,
-                              "type": "array",
-                              "items": {
-                                "$ref": "#/definitions/StackRole"
-                              }
-                            }
-                          },
-                          "minProperties": 1
-                        }
-                      },
-                      "required": [
-                        "FilteringCriteria"
-                      ]
-                    },
-                    "TargetFilters": {
-                      "oneOf": [
-                        {
-                          "additionalProperties": false,
-                          "type": "object",
-                          "properties": {
-                            "Actions": {
-                              "minItems": 1,
-                              "maxItems": 50,
-                              "uniqueItems": true,
-                              "additionalItems": false,
-                              "description": "List of actions that the hook is going to target",
-                              "insertionOrder": false,
-                              "type": "array",
-                              "items": {
-                                "$ref": "#/definitions/Action"
-                              }
-                            },
-                            "TargetNames": {
-                              "minItems": 1,
-                              "maxItems": 50,
-                              "uniqueItems": true,
-                              "additionalItems": false,
-                              "description": "List of type names that the hook is going to target",
-                              "insertionOrder": false,
-                              "type": "array",
-                              "items": {
-                                "$ref": "#/definitions/TargetName"
-                              }
-                            },
-                            "InvocationPoints": {
-                              "minItems": 1,
-                              "maxItems": 50,
-                              "uniqueItems": true,
-                              "additionalItems": false,
-                              "description": "List of invocation points that the hook is going to target",
-                              "insertionOrder": false,
-                              "type": "array",
-                              "items": {
-                                "$ref": "#/definitions/InvocationPoint"
-                              }
-                            }
-                          },
-                          "minProperties": 1
-                        },
-                        {
-                          "additionalProperties": false,
-                          "type": "object",
-                          "properties": {
-                            "Targets": {
-                              "minItems": 1,
-                              "maxItems": 50,
-                              "uniqueItems": true,
-                              "additionalItems": false,
-                              "description": "List of hook targets",
-                              "type": "array",
-                              "items": {
-                                "$ref": "#/definitions/HookTarget"
-                              }
-                            }
-                          },
-                          "required": [
-                            "Targets"
-                          ]
-                        }
-                      ],
-                      "description": "Attribute to specify which targets should invoke the hook",
-                      "type": "object"
-                    },
-                    "Properties": {
-                      "typeName": "LocalStack::Testing::TestHook",
-                      "description": "Hook runtime properties",
-                      "additionalProperties": false,
-                      "type": "object",
-                      "definitions": {},
-                      "properties": {
-                        "EncryptionAlgorithm": {
-                          "default": "AES256",
-                          "description": "Encryption algorithm for SSE",
-                          "type": "string"
-                        }
-                      }
-                    },
-                    "FailureMode": {
-                      "default": "WARN",
-                      "description": "Attribute to specify CloudFormation behavior on hook failure.",
-                      "type": "string",
-                      "enum": [
-                        "FAIL",
-                        "WARN"
-                      ]
-                    }
-                  },
-                  "required": [
-                    "TargetStacks",
-                    "FailureMode"
-                  ]
-                }
-              },
-              "required": [
-                "HookConfiguration"
-              ]
-            }
-          },
-          "required": [
-            "CloudFormationConfiguration"
-          ],
-          "$id": "https://schema.cloudformation.<region>.amazonaws.com/cloudformation.hook.configuration.schema.v1.json"
-        },
-        "DefaultVersionId": "<default-version-id:1>",
-        "DeprecatedStatus": "LIVE",
-        "Description": "Example resource SSE (Server Side Encryption) verification hook",
-        "DocumentationUrl": "https://github.com/aws-cloudformation/example-sse-hook/blob/master/README.md",
-        "IsDefaultVersion": true,
-        "LastUpdated": "datetime",
-        "Schema": {
-          "typeName": "LocalStack::Testing::TestHook",
-          "description": "Example resource SSE (Server Side Encryption) verification hook",
-          "sourceUrl": "https://github.com/aws-cloudformation/example-sse-hook",
-          "documentationUrl": "https://github.com/aws-cloudformation/example-sse-hook/blob/master/README.md",
-          "typeConfiguration": {
-            "properties": {
-              "EncryptionAlgorithm": {
-                "description": "Encryption algorithm for SSE",
-                "default": "AES256",
-                "type": "string"
-              }
-            },
-            "additionalProperties": false
-          },
-          "required": [],
-          "handlers": {
-            "preCreate": {
-              "targetNames": [
-                "AWS::S3::Bucket"
-              ],
-              "permissions": []
-            },
-            "preUpdate": {
-              "targetNames": [
-                "AWS::S3::Bucket"
-              ],
-              "permissions": []
-            },
-            "preDelete": {
-              "targetNames": [
-                "AWS::S3::Bucket"
-              ],
-              "permissions": []
-            }
-          },
-          "additionalProperties": false
-        },
-        "SourceUrl": "https://github.com/aws-cloudformation/example-sse-hook",
-        "TimeCreated": "datetime",
-        "Type": "HOOK",
-        "TypeName": "LocalStack::Testing::TestHook",
-        "Visibility": "PRIVATE",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "list_response": {
-        "RegistrationTokenList": [],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "deregister_response": {
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_extensions_api.py::TestExtensionsApi::test_extension_versioning": {
-    "recorded-date": "02-03-2023, 16:14:12",
-    "recorded-content": {
-      "versions": {
-        "TypeVersionSummaries": [
-          {
-            "Arn": "arn:<partition>:cloudformation:<region>:111111111111:type/module/LocalStack-Testing-TestModule-MODULE/00000050",
-            "Description": "Schema for Module Fragment of type LocalStack::Testing::TestModule::MODULE",
-            "IsDefaultVersion": true,
-            "TimeCreated": "datetime",
-            "Type": "MODULE",
-            "TypeName": "LocalStack::Testing::TestModule::MODULE",
-            "VersionId": "00000050"
-          },
-          {
-            "Arn": "arn:<partition>:cloudformation:<region>:111111111111:type/module/LocalStack-Testing-TestModule-MODULE/00000051",
-            "Description": "Schema for Module Fragment of type LocalStack::Testing::TestModule::MODULE",
-            "IsDefaultVersion": false,
-            "TimeCreated": "datetime",
-            "Type": "MODULE",
-            "TypeName": "LocalStack::Testing::TestModule::MODULE",
-            "VersionId": "00000051"
-          }
-        ],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "set_default_response": {
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "multiple_versions_error": {
-        "Error": {
-          "Code": "CFNRegistryException",
-          "Message": "This type has more than one active version. Please deregister non-default active versions before attempting to deregister the type.",
-          "Type": "Sender"
-        },
-        "Message": "This type has more than one active version. Please deregister non-default active versions before attempting to deregister the type.",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 400
-        }
-      },
-      "version_not_found_error": {
-        "Error": {
-          "Code": "CFNRegistryException",
-          "Message": "TypeName is invalid",
-          "Type": "Sender"
-        },
-        "Message": "TypeName is invalid",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 400
-        }
-      },
-      "delete_unused_version_response": {
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "error_for_deleting_default_with_arn": {
-        "Error": {
-          "Code": "CFNRegistryException",
-          "Message": "Version '00000051' is the default version and cannot be deregistered. Deregister the resource type 'LocalStack::Testing::TestModule::MODULE' instead.",
-          "Type": "Sender"
-        },
-        "Message": "Version '00000051' is the default version and cannot be deregistered. Deregister the resource type 'LocalStack::Testing::TestModule::MODULE' instead.",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 400
-        }
-      },
-      "deleting_default_response": {
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_extensions_api.py::TestExtensionsApi::test_extension_not_complete": {
-    "recorded-date": "02-03-2023, 16:15:26",
-    "recorded-content": {
-      "not_found_error": "An error occurred (TypeNotFoundException) when calling the DescribeType operation: The type 'LocalStack::Testing::TestHook' cannot be found."
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_extensions_api.py::TestExtensionsApi::test_extension_type_configuration": {
-    "recorded-date": "06-03-2023, 15:33:33",
-    "recorded-content": {
-      "set_type_configuration_response": {
-        "ConfigurationArn": "arn:<partition>:cloudformation:<region>:111111111111:type-configuration/hook/LocalStack-Testing-DeployableHook/default",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "batch_describe_configurations_errors": "An error occurred (ValidationError) when calling the BatchDescribeTypeConfigurations operation: 1 validation error detected: Value null at 'typeConfigurationIdentifiers' failed to satisfy constraint: Member must not be null",
-      "batch_describe_configurations": {
-        "Errors": [],
-        "TypeConfigurations": [
-          {
-            "Alias": "default",
-            "Arn": "arn:<partition>:cloudformation:<region>:111111111111:type-configuration/hook/LocalStack-Testing-DeployableHook/default",
-            "Configuration": {
-              "CloudFormationConfiguration": {
-                "HookConfiguration": {
-                  "TargetStacks": "ALL",
-                  "FailureMode": "FAIL"
-                }
-              }
-            },
-            "LastUpdated": "datetime",
-            "TypeArn": "arn:<partition>:cloudformation:<region>:111111111111:type/hook/LocalStack-Testing-DeployableHook"
-          }
-        ],
-        "UnprocessedTypeConfigurations": [],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_extensions_api.validation.json b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_extensions_api.validation.json
deleted file mode 100644
index 4687c7c2e5103..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_extensions_api.validation.json
+++ /dev/null
@@ -1,20 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_extensions_api.py::TestExtensionsApi::test_crud_extension[HOOK-LocalStack::Testing::TestHook-hooks/localstack-testing-testhook.zip]": {
-    "last_validated_date": "2023-03-02T15:12:56+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_extensions_api.py::TestExtensionsApi::test_crud_extension[MODULE-LocalStack::Testing::TestModule::MODULE-modules/localstack-testing-testmodule-module.zip]": {
-    "last_validated_date": "2023-03-02T15:11:53+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_extensions_api.py::TestExtensionsApi::test_crud_extension[RESOURCE-LocalStack::Testing::TestResource-resourcetypes/localstack-testing-testresource.zip]": {
-    "last_validated_date": "2023-03-02T15:11:19+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_extensions_api.py::TestExtensionsApi::test_extension_not_complete": {
-    "last_validated_date": "2023-03-02T15:15:26+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_extensions_api.py::TestExtensionsApi::test_extension_type_configuration": {
-    "last_validated_date": "2023-03-06T14:33:33+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_extensions_api.py::TestExtensionsApi::test_extension_versioning": {
-    "last_validated_date": "2023-03-02T15:14:12+00:00"
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_extensions_hooks.py b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_extensions_hooks.py
deleted file mode 100644
index 7f3375678845d..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_extensions_hooks.py
+++ /dev/null
@@ -1,81 +0,0 @@
-import json
-import os
-
-import botocore.exceptions
-import pytest
-
-from localstack.services.cloudformation.v2.utils import is_v2_engine
-from localstack.testing.aws.cloudformation_utils import load_template_file
-from localstack.testing.aws.util import is_aws_cloud
-from localstack.testing.pytest import markers
-from localstack.utils.strings import short_uid
-
-pytestmark = pytest.mark.skipif(
-    condition=not is_v2_engine() and not is_aws_cloud(),
-    reason="Only targeting the new engine",
-)
-
-
-class TestExtensionsHooks:
-    @pytest.mark.skip(reason="feature not implemented")
-    @pytest.mark.parametrize("failure_mode", ["FAIL", "WARN"])
-    @markers.aws.validated
-    def test_hook_deployment(
-        self, failure_mode, register_extension, snapshot, cleanups, aws_client
-    ):
-        artifact_path = os.path.join(
-            os.path.dirname(__file__),
-            "../artifacts/extensions/hooks/localstack-testing-deployablehook.zip",
-        )
-        extension = register_extension(
-            extension_type="HOOK",
-            extension_name="LocalStack::Testing::DeployableHook",
-            artifact_path=artifact_path,
-        )
-
-        extension_configuration = json.dumps(
-            {
-                "CloudFormationConfiguration": {
-                    "HookConfiguration": {"TargetStacks": "ALL", "FailureMode": failure_mode}
-                }
-            }
-        )
-        aws_client.cloudformation.set_type_configuration(
-            TypeArn=extension["TypeArn"], Configuration=extension_configuration
-        )
-
-        template = load_template_file(
-            os.path.join(
-                os.path.dirname(__file__),
-                "../../../../../templates/s3_bucket_name.yml",
-            )
-        )
-
-        stack_name = f"stack-{short_uid()}"
-        aws_client.cloudformation.create_stack(
-            StackName=stack_name,
-            TemplateBody=template,
-            Parameters=[{"ParameterKey": "Name", "ParameterValue": f"bucket-{short_uid()}"}],
-        )
-        cleanups.append(lambda: aws_client.cloudformation.delete_stack(StackName=stack_name))
-
-        if failure_mode == "WARN":
-            aws_client.cloudformation.get_waiter("stack_create_complete").wait(StackName=stack_name)
-        else:
-            with pytest.raises(botocore.exceptions.WaiterError):
-                aws_client.cloudformation.get_waiter("stack_create_complete").wait(
-                    StackName=stack_name
-                )
-
-        events = aws_client.cloudformation.describe_stack_events(StackName=stack_name)[
-            "StackEvents"
-        ]
-
-        failed_events = [e for e in events if "HookStatusReason" in e]
-        snapshot.add_transformer(snapshot.transform.cloudformation_api())
-        snapshot.add_transformer(
-            snapshot.transform.key_value(
-                "EventId", value_replacement="<event-id>", reference_replacement=False
-            )
-        )
-        snapshot.match("event_error", failed_events[0])
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_extensions_hooks.snapshot.json b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_extensions_hooks.snapshot.json
deleted file mode 100644
index c75998e8991f9..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_extensions_hooks.snapshot.json
+++ /dev/null
@@ -1,42 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_extensions_hooks.py::TestExtensionsHooks::test_hook_deployment[FAIL]": {
-    "recorded-date": "06-03-2023, 15:00:08",
-    "recorded-content": {
-      "event_error": {
-        "EventId": "<event-id>",
-        "HookFailureMode": "FAIL",
-        "HookInvocationPoint": "PRE_PROVISION",
-        "HookStatus": "HOOK_COMPLETE_FAILED",
-        "HookStatusReason": "Hook failed with message: Intentional fail",
-        "HookType": "LocalStack::Testing::DeployableHook",
-        "LogicalResourceId": "myb3B4550BC",
-        "PhysicalResourceId": "",
-        "ResourceStatus": "CREATE_IN_PROGRESS",
-        "ResourceType": "AWS::S3::Bucket",
-        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-        "StackName": "<stack-name:1>",
-        "Timestamp": "timestamp"
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_extensions_hooks.py::TestExtensionsHooks::test_hook_deployment[WARN]": {
-    "recorded-date": "06-03-2023, 15:01:59",
-    "recorded-content": {
-      "event_error": {
-        "EventId": "<event-id>",
-        "HookFailureMode": "WARN",
-        "HookInvocationPoint": "PRE_PROVISION",
-        "HookStatus": "HOOK_COMPLETE_FAILED",
-        "HookStatusReason": "Hook failed with message: Intentional fail. Failure was ignored under WARN mode.",
-        "HookType": "LocalStack::Testing::DeployableHook",
-        "LogicalResourceId": "myb3B4550BC",
-        "PhysicalResourceId": "",
-        "ResourceStatus": "CREATE_IN_PROGRESS",
-        "ResourceType": "AWS::S3::Bucket",
-        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-        "StackName": "<stack-name:1>",
-        "Timestamp": "timestamp"
-      }
-    }
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_extensions_hooks.validation.json b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_extensions_hooks.validation.json
deleted file mode 100644
index f20a821925dd1..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_extensions_hooks.validation.json
+++ /dev/null
@@ -1,8 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_extensions_hooks.py::TestExtensionsHooks::test_hook_deployment[FAIL]": {
-    "last_validated_date": "2023-03-06T14:00:08+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_extensions_hooks.py::TestExtensionsHooks::test_hook_deployment[WARN]": {
-    "last_validated_date": "2023-03-06T14:01:59+00:00"
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_extensions_modules.py b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_extensions_modules.py
deleted file mode 100644
index 73bc059d62288..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_extensions_modules.py
+++ /dev/null
@@ -1,47 +0,0 @@
-import os
-
-import pytest
-
-from localstack.services.cloudformation.v2.utils import is_v2_engine
-from localstack.testing.aws.util import is_aws_cloud
-from localstack.testing.pytest import markers
-from localstack.utils.strings import short_uid
-
-pytestmark = pytest.mark.skipif(
-    condition=not is_v2_engine() and not is_aws_cloud(),
-    reason="Only targeting the new engine",
-)
-
-
-class TestExtensionsModules:
-    @pytest.mark.skip(reason="feature not supported")
-    @markers.aws.validated
-    def test_module_usage(self, deploy_cfn_template, register_extension, snapshot, aws_client):
-        artifact_path = os.path.join(
-            os.path.dirname(__file__),
-            "../artifacts/extensions/modules/localstack-testing-testmodule-module.zip",
-        )
-        register_extension(
-            extension_type="MODULE",
-            extension_name="LocalStack::Testing::TestModule::MODULE",
-            artifact_path=artifact_path,
-        )
-
-        template_path = os.path.join(
-            os.path.dirname(__file__),
-            "../../../../../templates/registry/module.yml",
-        )
-
-        module_bucket_name = f"bucket-module-{short_uid()}"
-        stack = deploy_cfn_template(
-            template_path=template_path,
-            parameters={"BucketName": module_bucket_name},
-            max_wait=300,
-        )
-        resources = aws_client.cloudformation.describe_stack_resources(StackName=stack.stack_name)[
-            "StackResources"
-        ]
-
-        snapshot.add_transformer(snapshot.transform.regex(module_bucket_name, "bucket-name-"))
-        snapshot.add_transformer(snapshot.transform.cloudformation_api())
-        snapshot.match("resource_description", resources[0])
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_extensions_modules.snapshot.json b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_extensions_modules.snapshot.json
deleted file mode 100644
index 8696dae584507..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_extensions_modules.snapshot.json
+++ /dev/null
@@ -1,23 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_extensions_modules.py::TestExtensionsModules::test_module_usage": {
-    "recorded-date": "27-02-2023, 16:06:45",
-    "recorded-content": {
-      "resource_description": {
-        "DriftInformation": {
-          "StackResourceDriftStatus": "NOT_CHECKED"
-        },
-        "LogicalResourceId": "BucketModuleS3Bucket",
-        "ModuleInfo": {
-          "LogicalIdHierarchy": "BucketModule",
-          "TypeHierarchy": "LocalStack::Testing::TestModule::MODULE"
-        },
-        "PhysicalResourceId": "bucket-name-hello",
-        "ResourceStatus": "CREATE_COMPLETE",
-        "ResourceType": "AWS::S3::Bucket",
-        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-        "StackName": "<stack-name:1>",
-        "Timestamp": "timestamp"
-      }
-    }
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_extensions_modules.validation.json b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_extensions_modules.validation.json
deleted file mode 100644
index 8c17cae314b38..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_extensions_modules.validation.json
+++ /dev/null
@@ -1,5 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_extensions_modules.py::TestExtensionsModules::test_module_usage": {
-    "last_validated_date": "2023-02-27T15:06:45+00:00"
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_extensions_resourcetypes.py b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_extensions_resourcetypes.py
deleted file mode 100644
index c311980ea441e..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_extensions_resourcetypes.py
+++ /dev/null
@@ -1,51 +0,0 @@
-import os
-
-import pytest
-
-from localstack.services.cloudformation.v2.utils import is_v2_engine
-from localstack.testing.aws.util import is_aws_cloud
-from localstack.testing.pytest import markers
-from localstack.utils.strings import short_uid
-
-pytestmark = pytest.mark.skipif(
-    condition=not is_v2_engine() and not is_aws_cloud(),
-    reason="Only targeting the new engine",
-)
-
-
-class TestExtensionsResourceTypes:
-    @pytest.mark.skip(reason="feature not implemented")
-    @markers.aws.validated
-    def test_deploy_resource_type(
-        self, deploy_cfn_template, register_extension, snapshot, aws_client
-    ):
-        artifact_path = os.path.join(
-            os.path.dirname(__file__),
-            "../artifacts/extensions/resourcetypes/localstack-testing-deployableresource.zip",
-        )
-
-        register_extension(
-            extension_type="RESOURCE",
-            extension_name="LocalStack::Testing::DeployableResource",
-            artifact_path=artifact_path,
-        )
-
-        template_path = os.path.join(
-            os.path.dirname(__file__),
-            "../../../../../templates/registry/resource-provider.yml",
-        )
-
-        resource_name = f"name-{short_uid()}"
-        stack = deploy_cfn_template(
-            template_path=template_path, parameters={"Name": resource_name}, max_wait=900
-        )
-        resources = aws_client.cloudformation.describe_stack_resources(StackName=stack.stack_name)[
-            "StackResources"
-        ]
-
-        snapshot.add_transformer(snapshot.transform.regex(resource_name, "resource-name"))
-        snapshot.add_transformer(snapshot.transform.cloudformation_api())
-        snapshot.match("resource_description", resources[0])
-
-        # Make sure to destroy the stack before unregistration
-        stack.destroy()
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_extensions_resourcetypes.snapshot.json b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_extensions_resourcetypes.snapshot.json
deleted file mode 100644
index 57898783864f7..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_extensions_resourcetypes.snapshot.json
+++ /dev/null
@@ -1,19 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_extensions_resourcetypes.py::TestExtensionsResourceTypes::test_deploy_resource_type": {
-    "recorded-date": "28-02-2023, 12:48:27",
-    "recorded-content": {
-      "resource_description": {
-        "DriftInformation": {
-          "StackResourceDriftStatus": "NOT_CHECKED"
-        },
-        "LogicalResourceId": "MyCustomResource",
-        "PhysicalResourceId": "Test",
-        "ResourceStatus": "CREATE_COMPLETE",
-        "ResourceType": "LocalStack::Testing::DeployableResource",
-        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-        "StackName": "<stack-name:1>",
-        "Timestamp": "timestamp"
-      }
-    }
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_extensions_resourcetypes.validation.json b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_extensions_resourcetypes.validation.json
deleted file mode 100644
index 51a7ddf2e5932..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_extensions_resourcetypes.validation.json
+++ /dev/null
@@ -1,5 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_extensions_resourcetypes.py::TestExtensionsResourceTypes::test_deploy_resource_type": {
-    "last_validated_date": "2023-02-28T11:48:27+00:00"
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_nested_stacks.py b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_nested_stacks.py
deleted file mode 100644
index 132669657355d..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_nested_stacks.py
+++ /dev/null
@@ -1,368 +0,0 @@
-import os
-
-import pytest
-from botocore.exceptions import ClientError, WaiterError
-
-from localstack import config
-from localstack.testing.aws.util import is_aws_cloud
-from localstack.testing.pytest import markers
-from localstack.utils.files import load_file
-from localstack.utils.strings import short_uid
-from localstack.utils.sync import retry
-
-# pytestmark = pytest.mark.skipif(
-#     condition=not is_v2_engine() and not is_aws_cloud(),
-#     reason="Only targeting the new engine",
-# )
-
-# pytestmark = pytest.mark.skip(reason="CFNV2:NestedStack")
-
-
-@markers.aws.needs_fixing
-def test_nested_stack(deploy_cfn_template, s3_create_bucket, aws_client):
-    # upload template to S3
-    artifacts_bucket = f"cf-artifacts-{short_uid()}"
-    artifacts_path = "stack.yaml"
-    s3_create_bucket(Bucket=artifacts_bucket, ACL="public-read")
-    aws_client.s3.put_object(
-        Bucket=artifacts_bucket,
-        Key=artifacts_path,
-        Body=load_file(
-            os.path.join(os.path.dirname(__file__), "../../../../../templates/template5.yaml")
-        ),
-    )
-
-    # deploy template
-    param_value = short_uid()
-    stack_bucket_name = f"test-{param_value}"  # this is the bucket name generated by template5
-
-    deploy_cfn_template(
-        template=load_file(
-            os.path.join(os.path.dirname(__file__), "../../../../../templates/template6.yaml")
-        )
-        % (artifacts_bucket, artifacts_path),
-        parameters={"GlobalParam": param_value},
-    )
-
-    # assert that nested resources have been created
-    def assert_bucket_exists():
-        response = aws_client.s3.head_bucket(Bucket=stack_bucket_name)
-        assert 200 == response["ResponseMetadata"]["HTTPStatusCode"]
-
-    retry(assert_bucket_exists)
-
-
-@markers.aws.validated
-def test_nested_stack_output_refs(deploy_cfn_template, s3_create_bucket, aws_client):
-    """test output handling of nested stacks incl. referencing the nested output in the parent stack"""
-    bucket_name = s3_create_bucket()
-    nested_bucket_name = f"test-bucket-nested-{short_uid()}"
-    key = f"test-key-{short_uid()}"
-    aws_client.s3.upload_file(
-        os.path.join(
-            os.path.dirname(__file__),
-            "../../../../../templates/nested-stack-output-refs.nested.yaml",
-        ),
-        Bucket=bucket_name,
-        Key=key,
-    )
-    result = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/nested-stack-output-refs.yaml"
-        ),
-        template_mapping={
-            "s3_bucket_url": f"/{bucket_name}/{key}",
-            "nested_bucket_name": nested_bucket_name,
-        },
-        max_wait=120,  # test is flaky, so we need to wait a bit longer
-    )
-
-    nested_stack_id = result.outputs["CustomNestedStackId"]
-    nested_stack_details = aws_client.cloudformation.describe_stacks(StackName=nested_stack_id)
-    nested_stack_outputs = nested_stack_details["Stacks"][0]["Outputs"]
-    assert "InnerCustomOutput" not in result.outputs
-    assert (
-        nested_bucket_name
-        == [
-            o["OutputValue"] for o in nested_stack_outputs if o["OutputKey"] == "InnerCustomOutput"
-        ][0]
-    )
-    assert f"{nested_bucket_name}-suffix" == result.outputs["CustomOutput"]
-
-
-@markers.aws.validated
-def test_nested_with_nested_stack(deploy_cfn_template, s3_create_bucket, aws_client):
-    bucket_name = s3_create_bucket()
-    bucket_to_create_name = f"test-bucket-{short_uid()}"
-    domain = "amazonaws.com" if is_aws_cloud() else "localhost.localstack.cloud:4566"
-
-    nested_stacks = ["nested_child.yml", "nested_parent.yml"]
-    urls = []
-
-    for nested_stack in nested_stacks:
-        aws_client.s3.upload_file(
-            os.path.join(os.path.dirname(__file__), "../../../../../templates/", nested_stack),
-            Bucket=bucket_name,
-            Key=nested_stack,
-        )
-
-        urls.append(f"https://{bucket_name}.s3.{domain}/{nested_stack}")
-
-    outputs = deploy_cfn_template(
-        max_wait=120 if is_aws_cloud() else None,
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/nested_grand_parent.yml"
-        ),
-        parameters={
-            "ChildStackURL": urls[0],
-            "ParentStackURL": urls[1],
-            "BucketToCreate": bucket_to_create_name,
-        },
-    ).outputs
-
-    assert f"arn:aws:s3:::{bucket_to_create_name}" == outputs["parameterValue"]
-
-
-@markers.aws.validated
-@pytest.mark.skip(reason="UPDATE isn't working on nested stacks")
-def test_lifecycle_nested_stack(deploy_cfn_template, s3_create_bucket, aws_client):
-    bucket_name = s3_create_bucket()
-    nested_bucket_name = f"test-bucket-nested-{short_uid()}"
-    altered_nested_bucket_name = f"test-bucket-nested-{short_uid()}"
-    key = f"test-key-{short_uid()}"
-
-    aws_client.s3.upload_file(
-        os.path.join(
-            os.path.dirname(__file__),
-            "../../../../../templates/nested-stack-output-refs.nested.yaml",
-        ),
-        Bucket=bucket_name,
-        Key=key,
-    )
-
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/nested-stack-output-refs.yaml"
-        ),
-        template_mapping={
-            "s3_bucket_url": f"/{bucket_name}/{key}",
-            "nested_bucket_name": nested_bucket_name,
-        },
-    )
-    assert aws_client.s3.head_bucket(Bucket=nested_bucket_name)
-
-    deploy_cfn_template(
-        is_update=True,
-        stack_name=stack.stack_name,
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/nested-stack-output-refs.yaml"
-        ),
-        template_mapping={
-            "s3_bucket_url": f"/{bucket_name}/{key}",
-            "nested_bucket_name": altered_nested_bucket_name,
-        },
-        max_wait=120 if is_aws_cloud() else None,
-    )
-
-    assert aws_client.s3.head_bucket(Bucket=altered_nested_bucket_name)
-
-    stack.destroy()
-
-    def _assert_bucket_is_deleted():
-        try:
-            aws_client.s3.head_bucket(Bucket=altered_nested_bucket_name)
-            return False
-        except ClientError:
-            return True
-
-    retry(_assert_bucket_is_deleted, retries=5, sleep=2, sleep_before=2)
-
-
-@markers.snapshot.skip_snapshot_verify(
-    paths=[
-        "$..Role.Description",
-        "$..Role.MaxSessionDuration",
-        "$..Role.AssumeRolePolicyDocument..Action",
-        "$..Role.Tags",  # Moto returns an empty list for no tags
-    ]
-)
-@markers.aws.validated
-def test_nested_output_in_params(deploy_cfn_template, s3_create_bucket, snapshot, aws_client):
-    """
-    Deploys a Stack with two nested stacks (sub1 and sub2) with a dependency between each other sub2 depends on sub1.
-    The `sub2` stack uses an output parameter of `sub1` as an input parameter.
-
-    Resources:
-        - Stack
-        - 2x Nested Stack
-        - SNS Topic
-        - IAM role with policy (sns:Publish)
-
-    """
-    # upload template to S3 for nested stacks
-    template_bucket = f"cfn-root-{short_uid()}"
-    sub1_path = "sub1.yaml"
-    sub2_path = "sub2.yaml"
-    s3_create_bucket(Bucket=template_bucket, ACL="public-read")
-    aws_client.s3.put_object(
-        Bucket=template_bucket,
-        Key=sub1_path,
-        Body=load_file(
-            os.path.join(
-                os.path.dirname(__file__),
-                "../../../../../templates/nested-stack-outputref/sub1.yaml",
-            )
-        ),
-    )
-    aws_client.s3.put_object(
-        Bucket=template_bucket,
-        Key=sub2_path,
-        Body=load_file(
-            os.path.join(
-                os.path.dirname(__file__),
-                "../../../../../templates/nested-stack-outputref/sub2.yaml",
-            )
-        ),
-    )
-    topic_name = f"test-topic-{short_uid()}"
-    role_name = f"test-role-{short_uid()}"
-
-    if is_aws_cloud():
-        base_path = "https://s3.amazonaws.com"
-    else:
-        base_path = "http://localhost:4566"
-
-    deploy_cfn_template(
-        template=load_file(
-            os.path.join(
-                os.path.dirname(__file__),
-                "../../../../../templates/nested-stack-outputref/root.yaml",
-            )
-        ),
-        parameters={
-            "Sub1TemplateUrl": f"{base_path}/{template_bucket}/{sub1_path}",
-            "Sub2TemplateUrl": f"{base_path}/{template_bucket}/{sub2_path}",
-            "TopicName": topic_name,
-            "RoleName": role_name,
-        },
-    )
-    # validations
-    snapshot.add_transformer(snapshot.transform.key_value("RoleId", "role-id"))
-    snapshot.add_transformer(snapshot.transform.regex(topic_name, "<topic>"))
-    snapshot.add_transformer(snapshot.transform.regex(role_name, "<role-name>"))
-
-    snapshot.add_transformer(snapshot.transform.cloudformation_api())
-
-    get_role_response = aws_client.iam.get_role(RoleName=role_name)
-    snapshot.match("get_role_response", get_role_response)
-    role_policies = aws_client.iam.list_role_policies(RoleName=role_name)
-    snapshot.match("role_policies", role_policies)
-    policy_name = role_policies["PolicyNames"][0]
-    actual_policy = aws_client.iam.get_role_policy(RoleName=role_name, PolicyName=policy_name)
-    snapshot.match("actual_policy", actual_policy)
-
-    sns_pager = aws_client.sns.get_paginator("list_topics")
-    topics = sns_pager.paginate().build_full_result()["Topics"]
-    filtered_topics = [t["TopicArn"] for t in topics if topic_name in t["TopicArn"]]
-    assert len(filtered_topics) == 1
-
-
-@markers.aws.validated
-def test_nested_stacks_conditions(deploy_cfn_template, s3_create_bucket, aws_client):
-    """
-    see: TestCloudFormationConditions.test_condition_on_outputs
-
-    equivalent to the condition test but for a nested stack
-    """
-    bucket_name = s3_create_bucket()
-    nested_bucket_name = f"test-bucket-nested-{short_uid()}"
-    key = f"test-key-{short_uid()}"
-
-    aws_client.s3.upload_file(
-        os.path.join(
-            os.path.dirname(__file__),
-            "../../../../../templates/nested-stack-conditions.nested.yaml",
-        ),
-        Bucket=bucket_name,
-        Key=key,
-    )
-
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/nested-stack-conditions.yaml"
-        ),
-        parameters={
-            "S3BucketPath": f"/{bucket_name}/{key}",
-            "S3BucketName": nested_bucket_name,
-        },
-    )
-
-    assert stack.outputs["ProdBucket"] == f"{nested_bucket_name}-prod"
-    assert aws_client.s3.head_bucket(Bucket=stack.outputs["ProdBucket"])
-
-    # Ensure that nested stack names are correctly generated
-    nested_stack = aws_client.cloudformation.describe_stacks(
-        StackName=stack.outputs["NestedStackArn"]
-    )
-    assert ":" not in nested_stack["Stacks"][0]["StackName"]
-
-
-@pytest.mark.skip("CFNV2:Deletion")
-@markers.aws.validated
-def test_deletion_of_failed_nested_stack(s3_create_bucket, aws_client, region_name, snapshot):
-    """
-    This test confirms that after deleting a stack parent with a failed nested stack. The nested stack is also deleted
-    """
-
-    bucket_name = s3_create_bucket()
-    aws_client.s3.upload_file(
-        os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/cfn_failed_nested_stack_child.yml"
-        ),
-        Bucket=bucket_name,
-        Key="child.yml",
-    )
-
-    stack_name = f"stack-{short_uid()}"
-    child_template_url = (
-        f"https://{bucket_name}.s3.{config.LOCALSTACK_HOST.host_and_port()}/child.yml"
-    )
-    if is_aws_cloud():
-        child_template_url = f"https://{bucket_name}.s3.{region_name}.amazonaws.com/child.yml"
-
-    aws_client.cloudformation.create_stack(
-        StackName=stack_name,
-        TemplateBody=load_file(
-            os.path.join(
-                os.path.dirname(__file__),
-                "../../../../../templates/cfn_failed_nested_stack_parent.yml",
-            ),
-        ),
-        Parameters=[
-            {"ParameterKey": "TemplateUri", "ParameterValue": child_template_url},
-        ],
-        OnFailure="DO_NOTHING",
-        Capabilities=["CAPABILITY_NAMED_IAM"],
-    )
-
-    with pytest.raises(WaiterError):
-        aws_client.cloudformation.get_waiter("stack_create_complete").wait(StackName=stack_name)
-
-    stack_status = aws_client.cloudformation.describe_stacks(StackName=stack_name)["Stacks"][0][
-        "StackStatus"
-    ]
-    assert stack_status == "CREATE_FAILED"
-
-    stacks = aws_client.cloudformation.describe_stacks()["Stacks"]
-    nested_stack_name = [
-        stack for stack in stacks if f"{stack_name}-ChildStack-" in stack["StackName"]
-    ][0]["StackName"]
-
-    aws_client.cloudformation.delete_stack(StackName=stack_name)
-    aws_client.cloudformation.get_waiter("stack_delete_complete").wait(StackName=stack_name)
-
-    with pytest.raises(ClientError) as ex:
-        aws_client.cloudformation.describe_stacks(StackName=nested_stack_name)
-
-    snapshot.match("error", ex.value.response)
-    snapshot.add_transformer(snapshot.transform.regex(nested_stack_name, "<nested-stack-name>"))
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_nested_stacks.snapshot.json b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_nested_stacks.snapshot.json
deleted file mode 100644
index d343aff512da3..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_nested_stacks.snapshot.json
+++ /dev/null
@@ -1,83 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_nested_stacks.py::test_nested_output_in_params": {
-    "recorded-date": "07-02-2023, 10:57:47",
-    "recorded-content": {
-      "get_role_response": {
-        "Role": {
-          "Arn": "arn:<partition>:iam::111111111111:role/<role-name>",
-          "AssumeRolePolicyDocument": {
-            "Statement": [
-              {
-                "Action": "sts:AssumeRole",
-                "Effect": "Allow",
-                "Principal": {
-                  "Service": "lambda.amazonaws.com"
-                }
-              }
-            ],
-            "Version": "2012-10-17"
-          },
-          "CreateDate": "datetime",
-          "Description": "",
-          "MaxSessionDuration": 3600,
-          "Path": "/",
-          "RoleId": "<role-id:1>",
-          "RoleLastUsed": {},
-          "RoleName": "<role-name>"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "role_policies": {
-        "IsTruncated": false,
-        "PolicyNames": [
-          "PolicyA"
-        ],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "actual_policy": {
-        "PolicyDocument": {
-          "Statement": [
-            {
-              "Action": [
-                "sns:Publish"
-              ],
-              "Effect": "Allow",
-              "Resource": [
-                "arn:<partition>:sns:<region>:111111111111:<topic>"
-              ]
-            }
-          ],
-          "Version": "2012-10-17"
-        },
-        "PolicyName": "PolicyA",
-        "RoleName": "<role-name>",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_nested_stacks.py::test_deletion_of_failed_nested_stack": {
-    "recorded-date": "17-09-2024, 20:09:36",
-    "recorded-content": {
-      "error": {
-        "Error": {
-          "Code": "ValidationError",
-          "Message": "Stack with id <nested-stack-name> does not exist",
-          "Type": "Sender"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 400
-        }
-      }
-    }
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_nested_stacks.validation.json b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_nested_stacks.validation.json
deleted file mode 100644
index 26a6749598c8d..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_nested_stacks.validation.json
+++ /dev/null
@@ -1,8 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_nested_stacks.py::test_deletion_of_failed_nested_stack": {
-    "last_validated_date": "2024-09-17T20:09:36+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_nested_stacks.py::test_nested_output_in_params": {
-    "last_validated_date": "2023-02-07T09:57:47+00:00"
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_reference_resolving.py b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_reference_resolving.py
deleted file mode 100644
index 388826e15e99c..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_reference_resolving.py
+++ /dev/null
@@ -1,113 +0,0 @@
-import os
-
-import pytest
-
-from localstack.services.cloudformation.engine.template_deployer import MOCK_REFERENCE
-from localstack.services.cloudformation.v2.utils import is_v2_engine
-from localstack.testing.aws.util import is_aws_cloud
-from localstack.testing.pytest import markers
-from localstack.utils.strings import short_uid
-
-pytestmark = pytest.mark.skipif(
-    condition=not is_v2_engine() and not is_aws_cloud(),
-    reason="Only targeting the new engine",
-)
-
-
-@pytest.mark.parametrize("attribute_name", ["TopicName", "TopicArn"])
-@markers.aws.validated
-def test_nested_getatt_ref(deploy_cfn_template, aws_client, attribute_name, snapshot):
-    topic_name = f"test-topic-{short_uid()}"
-    snapshot.add_transformer(snapshot.transform.regex(topic_name, "<topic-name>"))
-
-    deployment = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/cfn_getatt_ref.yaml"
-        ),
-        parameters={"MyParam": topic_name, "CustomOutputName": attribute_name},
-    )
-    snapshot.match("outputs", deployment.outputs)
-    topic_arn = deployment.outputs["MyTopicArn"]
-
-    # Verify the nested GetAtt Ref resolved correctly
-    custom_ref = deployment.outputs["MyTopicCustom"]
-    if attribute_name == "TopicName":
-        assert custom_ref == topic_name
-
-    if attribute_name == "TopicArn":
-        assert custom_ref == topic_arn
-
-    # Verify resource was created
-    topic_arns = [t["TopicArn"] for t in aws_client.sns.list_topics()["Topics"]]
-    assert topic_arn in topic_arns
-
-
-@markers.aws.validated
-def test_sub_resolving(deploy_cfn_template, aws_client, snapshot):
-    """
-    Tests different cases for Fn::Sub resolving
-
-    https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/intrinsic-function-reference-sub.html
-
-
-    TODO: cover all supported functions for VarName / VarValue:
-        Fn::Base64
-        Fn::FindInMap
-        Fn::GetAtt
-        Fn::GetAZs
-        Fn::If
-        Fn::ImportValue
-        Fn::Join
-        Fn::Select
-        Ref
-
-    """
-    topic_name = f"test-topic-{short_uid()}"
-    snapshot.add_transformer(snapshot.transform.regex(topic_name, "<topic-name>"))
-
-    deployment = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/cfn_sub_resovling.yaml"
-        ),
-        parameters={"MyParam": topic_name},
-    )
-    snapshot.match("outputs", deployment.outputs)
-    topic_arn = deployment.outputs["MyTopicArn"]
-
-    # Verify the parts in the Fn::Sub string are resolved correctly.
-    sub_output = deployment.outputs["MyTopicSub"]
-    param, ref, getatt_topicname, getatt_topicarn = sub_output.split("|")
-    assert param == topic_name
-    assert ref == topic_arn
-    assert getatt_topicname == topic_name
-    assert getatt_topicarn == topic_arn
-
-    map_sub_output = deployment.outputs["MyTopicSubWithMap"]
-    att_in_map, ref_in_map, static_in_map = map_sub_output.split("|")
-    assert att_in_map == topic_name
-    assert ref_in_map == topic_arn
-    assert static_in_map == "something"
-
-    # Verify resource was created
-    topic_arns = [t["TopicArn"] for t in aws_client.sns.list_topics()["Topics"]]
-    assert topic_arn in topic_arns
-
-
-@markers.aws.only_localstack
-def test_reference_unsupported_resource(deploy_cfn_template, aws_client):
-    """
-    This test verifies that templates can be deployed even when unsupported resources are references
-    Make sure to update the template as coverage of resources increases.
-    """
-    # TODO: do we really want to keep this behaviour?
-
-    deployment = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/cfn_ref_unsupported.yml"
-        ),
-    )
-
-    ref_of_unsupported = deployment.outputs["reference"]
-    value_of_unsupported = deployment.outputs["parameter"]
-    assert ref_of_unsupported == MOCK_REFERENCE
-    assert value_of_unsupported == f"The value of the attribute is: {MOCK_REFERENCE}"
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_reference_resolving.snapshot.json b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_reference_resolving.snapshot.json
deleted file mode 100644
index 0c364dca777b8..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_reference_resolving.snapshot.json
+++ /dev/null
@@ -1,36 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_reference_resolving.py::test_nested_getatt_ref[TopicName]": {
-    "recorded-date": "11-05-2023, 13:43:51",
-    "recorded-content": {
-      "outputs": {
-        "MyTopicArn": "arn:<partition>:sns:<region>:111111111111:<topic-name>",
-        "MyTopicCustom": "<topic-name>",
-        "MyTopicName": "<topic-name>",
-        "MyTopicRef": "arn:<partition>:sns:<region>:111111111111:<topic-name>"
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_reference_resolving.py::test_nested_getatt_ref[TopicArn]": {
-    "recorded-date": "11-05-2023, 13:44:18",
-    "recorded-content": {
-      "outputs": {
-        "MyTopicArn": "arn:<partition>:sns:<region>:111111111111:<topic-name>",
-        "MyTopicCustom": "arn:<partition>:sns:<region>:111111111111:<topic-name>",
-        "MyTopicName": "<topic-name>",
-        "MyTopicRef": "arn:<partition>:sns:<region>:111111111111:<topic-name>"
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_reference_resolving.py::test_sub_resolving": {
-    "recorded-date": "12-05-2023, 07:51:06",
-    "recorded-content": {
-      "outputs": {
-        "MyTopicArn": "arn:<partition>:sns:<region>:111111111111:<topic-name>",
-        "MyTopicName": "<topic-name>",
-        "MyTopicRef": "arn:<partition>:sns:<region>:111111111111:<topic-name>",
-        "MyTopicSub": "<topic-name>|arn:<partition>:sns:<region>:111111111111:<topic-name>|<topic-name>|arn:<partition>:sns:<region>:111111111111:<topic-name>",
-        "MyTopicSubWithMap": "<topic-name>|arn:<partition>:sns:<region>:111111111111:<topic-name>|something"
-      }
-    }
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_reference_resolving.validation.json b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_reference_resolving.validation.json
deleted file mode 100644
index eb277de08d538..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_reference_resolving.validation.json
+++ /dev/null
@@ -1,11 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_reference_resolving.py::test_nested_getatt_ref[TopicArn]": {
-    "last_validated_date": "2023-05-11T11:44:18+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_reference_resolving.py::test_nested_getatt_ref[TopicName]": {
-    "last_validated_date": "2023-05-11T11:43:51+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_reference_resolving.py::test_sub_resolving": {
-    "last_validated_date": "2023-05-12T05:51:06+00:00"
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stack_policies.py b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stack_policies.py
deleted file mode 100644
index e3cda139c5118..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stack_policies.py
+++ /dev/null
@@ -1,812 +0,0 @@
-import json
-import os
-
-import botocore.exceptions
-import pytest
-import yaml
-
-from localstack.services.cloudformation.v2.utils import is_v2_engine
-from localstack.testing.aws.util import is_aws_cloud
-from localstack.testing.pytest import markers
-from localstack.utils.files import load_file
-from localstack.utils.strings import short_uid
-from localstack.utils.sync import retry
-
-pytestmark = pytest.mark.skipif(
-    condition=not is_v2_engine() and not is_aws_cloud(),
-    reason="Only targeting the new engine",
-)
-
-
-def get_events_canceled_by_policy(cfn_client, stack_name):
-    events = cfn_client.describe_stack_events(StackName=stack_name)["StackEvents"]
-
-    failed_events_by_policy = [
-        event
-        for event in events
-        if "ResourceStatusReason" in event
-        and (
-            "Action denied by stack policy" in event["ResourceStatusReason"]
-            or "Action not allowed by stack policy" in event["ResourceStatusReason"]
-            or "Resource update cancelled" in event["ResourceStatusReason"]
-        )
-    ]
-
-    return failed_events_by_policy
-
-
-def delete_stack_after_process(cfn_client, stack_name):
-    progress_is_finished = False
-    while not progress_is_finished:
-        status = cfn_client.describe_stacks(StackName=stack_name)["Stacks"][0]["StackStatus"]
-        progress_is_finished = "PROGRESS" not in status
-    cfn_client.delete_stack(StackName=stack_name)
-
-
-class TestStackPolicy:
-    @markers.aws.validated
-    @pytest.mark.skip(reason="Not implemented")
-    def test_policy_lifecycle(self, deploy_cfn_template, snapshot, aws_client):
-        stack = deploy_cfn_template(
-            template_path=os.path.join(
-                os.path.dirname(__file__), "../../../../../templates/sns_topic_simple.yaml"
-            ),
-        )
-
-        obtained_policy = aws_client.cloudformation.get_stack_policy(StackName=stack.stack_name)
-        snapshot.match("initial_policy", obtained_policy)
-
-        policy = {
-            "Statement": [
-                {"Effect": "Allow", "Action": "Update:*", "Principal": "*", "Resource": "*"}
-            ]
-        }
-        aws_client.cloudformation.set_stack_policy(
-            StackName=stack.stack_name, StackPolicyBody=json.dumps(policy)
-        )
-        obtained_policy = aws_client.cloudformation.get_stack_policy(StackName=stack.stack_name)
-        snapshot.match("policy", obtained_policy)
-
-        policy = {
-            "Statement": [
-                {"Effect": "Deny", "Action": "Update:*", "Principal": "*", "Resource": "*"}
-            ]
-        }
-        aws_client.cloudformation.set_stack_policy(
-            StackName=stack.stack_name, StackPolicyBody=json.dumps(policy)
-        )
-        obtained_policy = aws_client.cloudformation.get_stack_policy(StackName=stack.stack_name)
-        snapshot.match("policy_updated", obtained_policy)
-
-        policy = {}
-        aws_client.cloudformation.set_stack_policy(
-            StackName=stack.stack_name, StackPolicyBody=json.dumps(policy)
-        )
-        obtained_policy = aws_client.cloudformation.get_stack_policy(StackName=stack.stack_name)
-        snapshot.match("policy_deleted", obtained_policy)
-
-    @markers.aws.validated
-    @pytest.mark.skip(reason="Not implemented")
-    def test_set_policy_with_url(self, deploy_cfn_template, s3_create_bucket, snapshot, aws_client):
-        """Test to validate the setting of a Stack Policy through an URL"""
-        stack = deploy_cfn_template(
-            template_path=os.path.join(
-                os.path.dirname(__file__), "../../../../../templates/sns_topic_simple.yaml"
-            ),
-        )
-        bucket_name = s3_create_bucket()
-        key = "policy.json"
-        domain = "amazonaws.com" if is_aws_cloud() else "localhost.localstack.cloud:4566"
-
-        aws_client.s3.upload_file(
-            os.path.join(os.path.dirname(__file__), "../../../../../templates/stack_policy.json"),
-            Bucket=bucket_name,
-            Key=key,
-        )
-
-        url = f"https://{bucket_name}.s3.{domain}/{key}"
-
-        aws_client.cloudformation.set_stack_policy(StackName=stack.stack_name, StackPolicyURL=url)
-        obtained_policy = aws_client.cloudformation.get_stack_policy(StackName=stack.stack_name)
-        snapshot.match("policy", obtained_policy)
-
-    @markers.aws.validated
-    @pytest.mark.skip(reason="Not implemented")
-    def test_set_invalid_policy_with_url(
-        self, deploy_cfn_template, s3_create_bucket, snapshot, aws_client
-    ):
-        """Test to validate the error response resulting of setting an invalid Stack Policy through an URL"""
-        stack = deploy_cfn_template(
-            template_path=os.path.join(
-                os.path.dirname(__file__), "../../../../../templates/sns_topic_simple.yaml"
-            ),
-        )
-        bucket_name = s3_create_bucket()
-        key = "policy.json"
-        domain = "amazonaws.com" if is_aws_cloud() else "localhost.localstack.cloud:4566"
-
-        aws_client.s3.upload_file(
-            os.path.join(
-                os.path.dirname(__file__), "../../../../../templates/invalid_stack_policy.json"
-            ),
-            Bucket=bucket_name,
-            Key=key,
-        )
-
-        url = f"https://{bucket_name}.s3.{domain}/{key}"
-
-        with pytest.raises(botocore.exceptions.ClientError) as ex:
-            aws_client.cloudformation.set_stack_policy(
-                StackName=stack.stack_name, StackPolicyURL=url
-            )
-
-        error_response = ex.value.response
-        snapshot.match("error", error_response)
-
-    @markers.aws.validated
-    @pytest.mark.skip(reason="Not implemented")
-    def test_set_empty_policy_with_url(
-        self, deploy_cfn_template, s3_create_bucket, snapshot, aws_client
-    ):
-        """Test to validate the setting of an empty Stack Policy through an URL"""
-        stack = deploy_cfn_template(
-            template_path=os.path.join(
-                os.path.dirname(__file__), "../../../../../templates/sns_topic_simple.yaml"
-            ),
-        )
-        bucket_name = s3_create_bucket()
-        key = "policy.json"
-        domain = "amazonaws.com" if is_aws_cloud() else "localhost.localstack.cloud:4566"
-
-        aws_client.s3.upload_file(
-            os.path.join(os.path.dirname(__file__), "../../../../../templates/empty_policy.json"),
-            Bucket=bucket_name,
-            Key=key,
-        )
-
-        url = f"https://{bucket_name}.s3.{domain}/{key}"
-
-        aws_client.cloudformation.set_stack_policy(StackName=stack.stack_name, StackPolicyURL=url)
-        obtained_policy = aws_client.cloudformation.get_stack_policy(StackName=stack.stack_name)
-        snapshot.match("policy", obtained_policy)
-
-    @markers.aws.validated
-    @pytest.mark.skip(reason="Not implemented")
-    def test_set_policy_both_policy_and_url(
-        self, deploy_cfn_template, s3_create_bucket, snapshot, aws_client
-    ):
-        """Test to validate the API behavior when trying to set a Stack policy using both the body and the URL"""
-
-        stack = deploy_cfn_template(
-            template_path=os.path.join(
-                os.path.dirname(__file__), "../../../../../templates/sns_topic_simple.yaml"
-            ),
-        )
-
-        domain = "amazonaws.com" if is_aws_cloud() else "localhost.localstack.cloud:4566"
-        bucket_name = s3_create_bucket()
-        key = "policy.json"
-
-        aws_client.s3.upload_file(
-            os.path.join(os.path.dirname(__file__), "../../../../../templates/stack_policy.json"),
-            Bucket=bucket_name,
-            Key=key,
-        )
-
-        url = f"https://{bucket_name}.s3.{domain}/{key}"
-
-        policy = {
-            "Statement": [
-                {"Effect": "Allow", "Action": "Update:*", "Principal": "*", "Resource": "*"}
-            ]
-        }
-
-        with pytest.raises(botocore.exceptions.ClientError) as ex:
-            aws_client.cloudformation.set_stack_policy(
-                StackName=stack.stack_name, StackPolicyBody=json.dumps(policy), StackPolicyURL=url
-            )
-
-        error_response = ex.value.response
-        snapshot.match("error", error_response)
-
-    @markers.aws.validated
-    @pytest.mark.skip(reason="Not implemented")
-    def test_empty_policy(self, deploy_cfn_template, snapshot, aws_client):
-        stack = deploy_cfn_template(
-            template_path=os.path.join(
-                os.path.dirname(__file__), "../../../../../templates/stack_policy_test.yaml"
-            ),
-            parameters={"TopicName": f"topic-{short_uid()}", "BucketName": f"bucket-{short_uid()}"},
-        )
-        policy = {}
-
-        aws_client.cloudformation.set_stack_policy(
-            StackName=stack.stack_name, StackPolicyBody=json.dumps(policy)
-        )
-
-        policy = aws_client.cloudformation.get_stack_policy(StackName=stack.stack_name)
-        snapshot.match("policy", policy)
-
-    @markers.aws.validated
-    @pytest.mark.skip(reason="Not implemented")
-    def test_not_json_policy(self, deploy_cfn_template, snapshot, aws_client):
-        """Test to validate the error response when setting and Invalid Policy"""
-        stack = deploy_cfn_template(
-            template_path=os.path.join(
-                os.path.dirname(__file__), "../../../../../templates/stack_policy_test.yaml"
-            ),
-            parameters={"TopicName": f"topic-{short_uid()}", "BucketName": f"bucket-{short_uid()}"},
-        )
-
-        with pytest.raises(botocore.exceptions.ClientError) as ex:
-            aws_client.cloudformation.set_stack_policy(
-                StackName=stack.stack_name, StackPolicyBody=short_uid()
-            )
-
-        error_response = ex.value.response
-        snapshot.match("error", error_response)
-
-    @markers.aws.validated
-    @pytest.mark.skip(reason="Not implemented")
-    def test_different_principal_attribute(self, deploy_cfn_template, snapshot, aws_client):
-        stack = deploy_cfn_template(
-            template_path=os.path.join(
-                os.path.dirname(__file__), "../../../../../templates/sns_topic_parameter.yml"
-            ),
-            parameters={"TopicName": f"topic-{short_uid()}"},
-        )
-
-        policy = {
-            "Statement": [
-                {
-                    "Effect": "Deny",
-                    "Action": "Update:*",
-                    "Principal": short_uid(),
-                    "Resource": "*",
-                }
-            ]
-        }
-        with pytest.raises(botocore.exceptions.ClientError) as ex:
-            aws_client.cloudformation.set_stack_policy(
-                StackName=stack.stack_name, StackPolicyBody=json.dumps(policy)
-            )
-
-        error_response = ex.value.response["Error"]
-        snapshot.match("error", error_response)
-
-    @markers.aws.validated
-    @pytest.mark.skip(reason="Not implemented")
-    def test_different_action_attribute(self, deploy_cfn_template, snapshot, aws_client):
-        stack = deploy_cfn_template(
-            template_path=os.path.join(
-                os.path.dirname(__file__), "../../../../../templates/sns_topic_parameter.yml"
-            ),
-            parameters={"TopicName": f"topic-{short_uid()}"},
-        )
-
-        policy = {
-            "Statement": [
-                {
-                    "Effect": "Deny",
-                    "Action": "Delete:*",
-                    "Principal": short_uid(),
-                    "Resource": "*",
-                }
-            ]
-        }
-        with pytest.raises(botocore.exceptions.ClientError) as ex:
-            aws_client.cloudformation.set_stack_policy(
-                StackName=stack.stack_name, StackPolicyBody=json.dumps(policy)
-            )
-
-        error_response = ex.value.response
-        snapshot.match("error", error_response)
-
-    @markers.aws.validated
-    @pytest.mark.skip(reason="Not implemented")
-    @pytest.mark.parametrize("resource_type", ["AWS::S3::Bucket", "AWS::SNS::Topic"])
-    def test_prevent_update(self, resource_type, deploy_cfn_template, aws_client):
-        """
-        Test to validate the correct behavior of the update operation on a Stack with a Policy that prevents an update
-        for a specific resource type
-        """
-        template = load_file(
-            os.path.join(
-                os.path.dirname(__file__), "../../../../../templates/stack_policy_test.yaml"
-            )
-        )
-        stack = deploy_cfn_template(
-            template=template,
-            parameters={"TopicName": f"topic-{short_uid()}", "BucketName": f"bucket-{short_uid()}"},
-        )
-        policy = {
-            "Statement": [
-                {
-                    "Effect": "Deny",
-                    "Action": "Update:*",
-                    "Principal": "*",
-                    "Resource": "*",
-                    "Condition": {"StringEquals": {"ResourceType": [resource_type]}},
-                },
-                {"Effect": "Allow", "Action": "Update:*", "Principal": "*", "Resource": "*"},
-            ]
-        }
-        aws_client.cloudformation.set_stack_policy(
-            StackName=stack.stack_name, StackPolicyBody=json.dumps(policy)
-        )
-
-        aws_client.cloudformation.update_stack(
-            StackName=stack.stack_name,
-            TemplateBody=template,
-            Parameters=[
-                {"ParameterKey": "TopicName", "ParameterValue": f"new-topic-{short_uid()}"},
-                {"ParameterKey": "BucketName", "ParameterValue": f"new-bucket-{short_uid()}"},
-            ],
-        )
-
-        def _assert_failing_update_state():
-            # if the policy prevents one resource to update the whole update fails
-            assert get_events_canceled_by_policy(aws_client.cloudformation, stack.stack_name)
-
-        try:
-            retry(_assert_failing_update_state, retries=5, sleep=2, sleep_before=2)
-        finally:
-            delete_stack_after_process(aws_client.cloudformation, stack.stack_name)
-
-    @markers.aws.validated
-    @pytest.mark.skip(reason="Not implemented")
-    @pytest.mark.parametrize(
-        "resource",
-        [
-            {"id": "bucket123", "type": "AWS::S3::Bucket"},
-            {"id": "topic123", "type": "AWS::SNS::Topic"},
-        ],
-    )
-    def test_prevent_deletion(self, resource, deploy_cfn_template, aws_client):
-        """
-        Test to validate that CFn won't delete resources during an update operation that are protected by the Stack
-        Policy
-        """
-        template = load_file(
-            os.path.join(
-                os.path.dirname(__file__), "../../../../../templates/stack_policy_test.yaml"
-            )
-        )
-        stack = deploy_cfn_template(
-            template=template,
-            parameters={"TopicName": f"topic-{short_uid()}", "BucketName": f"bucket-{short_uid()}"},
-        )
-        policy = {
-            "Statement": [
-                {
-                    "Effect": "Deny",
-                    "Action": "Update:Delete",
-                    "Principal": "*",
-                    "Resource": "*",
-                    "Condition": {"StringEquals": {"ResourceType": [resource["type"]]}},
-                }
-            ]
-        }
-        aws_client.cloudformation.set_stack_policy(
-            StackName=stack.stack_name, StackPolicyBody=json.dumps(policy)
-        )
-
-        template_dict = yaml.load(template)
-        del template_dict["Resources"][resource["id"]]
-        template = yaml.dump(template_dict)
-
-        aws_client.cloudformation.update_stack(
-            StackName=stack.stack_name,
-            TemplateBody=template,
-            Parameters=[
-                {"ParameterKey": "TopicName", "ParameterValue": f"new-topic-{short_uid()}"},
-                {"ParameterKey": "BucketName", "ParameterValue": f"new-bucket-{short_uid()}"},
-            ],
-        )
-
-        def _assert_failing_update_state():
-            assert get_events_canceled_by_policy(aws_client.cloudformation, stack.stack_name)
-
-        try:
-            retry(_assert_failing_update_state, retries=6, sleep=2, sleep_before=2)
-        finally:
-            delete_stack_after_process(aws_client.cloudformation, stack.stack_name)
-
-    @markers.aws.validated
-    @pytest.mark.skip(reason="Not implemented")
-    def test_prevent_modifying_with_policy_specifying_resource_id(
-        self, deploy_cfn_template, aws_client
-    ):
-        """
-        Test to validate that CFn won't modify a resource protected by a stack policy that specifies the resource
-        using the logical Resource Id
-        """
-        template = load_file(
-            os.path.join(os.path.dirname(__file__), "../../../../../templates/simple_api.yaml")
-        )
-        stack = deploy_cfn_template(
-            template=template,
-            parameters={"ApiName": f"api-{short_uid()}"},
-        )
-
-        policy = {
-            "Statement": [
-                {
-                    "Effect": "Deny",
-                    "Action": "Update:Modify",
-                    "Principal": "*",
-                    "Resource": "LogicalResourceId/Api",
-                }
-            ]
-        }
-
-        aws_client.cloudformation.set_stack_policy(
-            StackName=stack.stack_name, StackPolicyBody=json.dumps(policy)
-        )
-
-        aws_client.cloudformation.update_stack(
-            TemplateBody=template,
-            StackName=stack.stack_name,
-            Parameters=[
-                {"ParameterKey": "ApiName", "ParameterValue": f"new-api-{short_uid()}"},
-            ],
-        )
-
-        def _assert_failing_update_state():
-            assert get_events_canceled_by_policy(aws_client.cloudformation, stack.stack_name)
-
-        try:
-            retry(_assert_failing_update_state, retries=6, sleep=2, sleep_before=2)
-        finally:
-            delete_stack_after_process(aws_client.cloudformation, stack.stack_name)
-
-    @markers.aws.validated
-    @pytest.mark.skip(reason="Not implemented")
-    def test_prevent_replacement(self, deploy_cfn_template, aws_client):
-        template = load_file(
-            os.path.join(
-                os.path.dirname(__file__), "../../../../../templates/sns_topic_parameter.yml"
-            )
-        )
-
-        stack = deploy_cfn_template(
-            template=template,
-            parameters={"TopicName": f"topic-{short_uid()}"},
-        )
-
-        policy = {
-            "Statement": [
-                {
-                    "Effect": "Deny",
-                    "Action": "Update:Replace",
-                    "Principal": "*",
-                    "Resource": "*",
-                }
-            ]
-        }
-
-        aws_client.cloudformation.set_stack_policy(
-            StackName=stack.stack_name, StackPolicyBody=json.dumps(policy)
-        )
-
-        aws_client.cloudformation.update_stack(
-            StackName=stack.stack_name,
-            TemplateBody=template,
-            Parameters=[
-                {"ParameterKey": "TopicName", "ParameterValue": f"bucket-{short_uid()}"},
-            ],
-        )
-
-        def _assert_failing_update_state():
-            assert get_events_canceled_by_policy(aws_client.cloudformation, stack.stack_name)
-
-        try:
-            retry(_assert_failing_update_state, retries=6, sleep=2, sleep_before=2)
-        finally:
-            delete_stack_after_process(aws_client.cloudformation, stack.stack_name)
-
-    @markers.aws.validated
-    @pytest.mark.skip(reason="Not implemented")
-    def test_update_with_policy(self, deploy_cfn_template, aws_client):
-        """
-        Test to validate the completion of a stack update that is allowed by the Stack Policy
-        """
-        template = load_file(
-            os.path.join(
-                os.path.dirname(__file__), "../../../../../templates/stack_policy_test.yaml"
-            )
-        )
-        stack = deploy_cfn_template(
-            template=template,
-            parameters={"TopicName": f"topic-{short_uid()}", "BucketName": f"bucket-{short_uid()}"},
-        )
-        policy = {
-            "Statement": [
-                {
-                    "Effect": "Deny",
-                    "Action": "Update:*",
-                    "Principal": "*",
-                    "Resource": "*",
-                    "Condition": {"StringEquals": {"ResourceType": ["AWS::EC2::Subnet"]}},
-                },
-                {"Effect": "Allow", "Action": "Update:*", "Principal": "*", "Resource": "*"},
-            ]
-        }
-        aws_client.cloudformation.set_stack_policy(
-            StackName=stack.stack_name, StackPolicyBody=json.dumps(policy)
-        )
-        deploy_cfn_template(
-            is_update=True,
-            stack_name=stack.stack_name,
-            template=template,
-            parameters={"TopicName": f"topic-{short_uid()}", "BucketName": f"bucket-{short_uid()}"},
-        )
-
-    @markers.aws.validated
-    @pytest.mark.skip(reason="Not implemented")
-    def test_update_with_empty_policy(self, deploy_cfn_template, is_stack_updated, aws_client):
-        """
-        Test to validate the behavior of a stack update that has an empty Stack Policy
-        """
-        template = load_file(
-            os.path.join(
-                os.path.dirname(__file__), "../../../../../templates/stack_policy_test.yaml"
-            )
-        )
-        stack = deploy_cfn_template(
-            template=template,
-            parameters={"TopicName": f"topic-{short_uid()}", "BucketName": f"bucket-{short_uid()}"},
-        )
-        aws_client.cloudformation.set_stack_policy(StackName=stack.stack_name, StackPolicyBody="{}")
-
-        aws_client.cloudformation.update_stack(
-            StackName=stack.stack_name,
-            TemplateBody=template,
-            Parameters=[
-                {"ParameterKey": "TopicName", "ParameterValue": f"new-topic-{short_uid()}"},
-                {"ParameterKey": "BucketName", "ParameterValue": f"new-bucket-{short_uid()}"},
-            ],
-        )
-
-        def _assert_stack_is_updated():
-            assert is_stack_updated(stack.stack_name)
-
-        retry(_assert_stack_is_updated, retries=5, sleep=2, sleep_before=1)
-
-    @markers.aws.validated
-    @pytest.mark.skip(reason="Not implemented")
-    @pytest.mark.parametrize("reverse_statements", [False, True])
-    def test_update_with_overlapping_policies(
-        self, reverse_statements, deploy_cfn_template, is_stack_updated, aws_client
-    ):
-        """
-        This test validates the behaviour when two statements in  policy contradict each other.
-        According to the AWS triage, the last statement is the one that is followed.
-        """
-        template = load_file(
-            os.path.join(
-                os.path.dirname(__file__), "../../../../../templates/sns_topic_parameter.yml"
-            )
-        )
-        stack = deploy_cfn_template(
-            template=template,
-            parameters={"TopicName": f"topic-{short_uid()}"},
-        )
-
-        statements = [
-            {"Effect": "Deny", "Action": "Update:*", "Principal": "*", "Resource": "*"},
-            {"Effect": "Allow", "Action": "Update:*", "Principal": "*", "Resource": "*"},
-        ]
-
-        if reverse_statements:
-            statements.reverse()
-
-        policy = {"Statement": statements}
-
-        aws_client.cloudformation.set_stack_policy(
-            StackName=stack.stack_name, StackPolicyBody=json.dumps(policy)
-        )
-
-        aws_client.cloudformation.update_stack(
-            StackName=stack.stack_name,
-            TemplateBody=template,
-            Parameters=[
-                {"ParameterKey": "TopicName", "ParameterValue": f"new-topic-{short_uid()}"},
-            ],
-        )
-
-        def _assert_stack_is_updated():
-            assert is_stack_updated(stack.stack_name)
-
-        def _assert_failing_update_state():
-            assert get_events_canceled_by_policy(aws_client.cloudformation, stack.stack_name)
-
-        retry(
-            _assert_stack_is_updated if not reverse_statements else _assert_failing_update_state,
-            retries=5,
-            sleep=2,
-            sleep_before=2,
-        )
-
-        delete_stack_after_process(aws_client.cloudformation, stack.stack_name)
-
-    @markers.aws.validated
-    @pytest.mark.skip(reason="Not implemented")
-    def test_create_stack_with_policy(self, snapshot, cleanup_stacks, aws_client):
-        stack_name = f"stack-{short_uid()}"
-
-        policy = {
-            "Statement": [
-                {"Effect": "Allow", "Action": "Update:*", "Principal": "*", "Resource": "*"},
-            ]
-        }
-
-        template = load_file(
-            os.path.join(
-                os.path.dirname(__file__), "../../../../../templates/sns_topic_parameter.yml"
-            )
-        )
-
-        aws_client.cloudformation.create_stack(
-            StackName=stack_name,
-            StackPolicyBody=json.dumps(policy),
-            TemplateBody=template,
-            Parameters=[
-                {"ParameterKey": "TopicName", "ParameterValue": f"new-topic-{short_uid()}"}
-            ],
-        )
-
-        obtained_policy = aws_client.cloudformation.get_stack_policy(StackName=stack_name)
-        snapshot.match("policy", obtained_policy)
-        cleanup_stacks([stack_name])
-
-    @markers.aws.validated
-    @pytest.mark.skip(reason="Not implemented")
-    def test_set_policy_with_update_operation(
-        self, deploy_cfn_template, is_stack_updated, snapshot, cleanup_stacks, aws_client
-    ):
-        template = load_file(
-            os.path.join(os.path.dirname(__file__), "../../../../../templates/simple_api.yaml")
-        )
-        stack = deploy_cfn_template(
-            template=template,
-            parameters={"ApiName": f"api-{short_uid()}"},
-        )
-
-        policy = {
-            "Statement": [
-                {"Effect": "Deny", "Action": "Update:*", "Principal": "*", "Resource": "*"},
-            ]
-        }
-
-        aws_client.cloudformation.update_stack(
-            StackName=stack.stack_name,
-            TemplateBody=template,
-            Parameters=[
-                {"ParameterKey": "ApiName", "ParameterValue": f"api-{short_uid()}"},
-            ],
-            StackPolicyBody=json.dumps(policy),
-        )
-
-        obtained_policy = aws_client.cloudformation.get_stack_policy(StackName=stack.stack_name)
-        snapshot.match("policy", obtained_policy)
-
-        # This part makes sure that the policy being set during the last update doesn't affect the requested changes
-        def _assert_stack_is_updated():
-            assert is_stack_updated(stack.stack_name)
-
-        retry(_assert_stack_is_updated, retries=5, sleep=2, sleep_before=1)
-
-        obtained_policy = aws_client.cloudformation.get_stack_policy(StackName=stack.stack_name)
-        snapshot.match("policy_after_update", obtained_policy)
-
-        delete_stack_after_process(aws_client.cloudformation, stack.stack_name)
-
-    @markers.aws.validated
-    @pytest.mark.skip(reason="Not implemented")
-    def test_policy_during_update(
-        self, deploy_cfn_template, is_stack_updated, snapshot, cleanup_stacks, aws_client
-    ):
-        template = load_file(
-            os.path.join(os.path.dirname(__file__), "../../../../../templates/simple_api.yaml")
-        )
-        stack = deploy_cfn_template(
-            template=template,
-            parameters={"ApiName": f"api-{short_uid()}"},
-        )
-
-        policy = {
-            "Statement": [
-                {"Effect": "Deny", "Action": "Update:*", "Principal": "*", "Resource": "*"},
-            ]
-        }
-
-        aws_client.cloudformation.update_stack(
-            StackName=stack.stack_name,
-            TemplateBody=template,
-            Parameters=[
-                {"ParameterKey": "ApiName", "ParameterValue": f"api-{short_uid()}"},
-            ],
-            StackPolicyDuringUpdateBody=json.dumps(policy),
-        )
-
-        obtained_policy = aws_client.cloudformation.get_stack_policy(StackName=stack.stack_name)
-        snapshot.match("policy_during_update", obtained_policy)
-
-        def _assert_update_failed():
-            assert get_events_canceled_by_policy(aws_client.cloudformation, stack.stack_name)
-
-        retry(_assert_update_failed, retries=5, sleep=2, sleep_before=1)
-
-        obtained_policy = aws_client.cloudformation.get_stack_policy(StackName=stack.stack_name)
-        snapshot.match("policy_after_update", obtained_policy)
-
-        delete_stack_after_process(aws_client.cloudformation, stack.stack_name)
-
-    @markers.aws.validated
-    @pytest.mark.skip(reason="feature not implemented")
-    def test_prevent_stack_update(self, deploy_cfn_template, snapshot, aws_client):
-        template = load_file(
-            os.path.join(
-                os.path.dirname(__file__), "../../../../../templates/sns_topic_parameter.yml"
-            )
-        )
-        stack = deploy_cfn_template(
-            template=template, parameters={"TopicName": f"topic-{short_uid()}"}
-        )
-        policy = {
-            "Statement": [
-                {"Effect": "Deny", "Action": "Update:*", "Principal": "*", "Resource": "*"},
-            ]
-        }
-        aws_client.cloudformation.set_stack_policy(
-            StackName=stack.stack_name, StackPolicyBody=json.dumps(policy)
-        )
-
-        policy = aws_client.cloudformation.get_stack_policy(StackName=stack.stack_name)
-
-        aws_client.cloudformation.update_stack(
-            StackName=stack.stack_name,
-            TemplateBody=template,
-            Parameters=[
-                {"ParameterKey": "TopicName", "ParameterValue": f"new-topic-{short_uid()}"}
-            ],
-        )
-
-        def _assert_failing_update_state():
-            events = aws_client.cloudformation.describe_stack_events(StackName=stack.stack_name)[
-                "StackEvents"
-            ]
-            failed_event_update = [
-                event for event in events if event["ResourceStatus"] == "UPDATE_FAILED"
-            ]
-            assert failed_event_update
-            assert "Action denied by stack policy" in failed_event_update[0]["ResourceStatusReason"]
-
-        try:
-            retry(_assert_failing_update_state, retries=5, sleep=2, sleep_before=2)
-        finally:
-            progress_is_finished = False
-            while not progress_is_finished:
-                status = aws_client.cloudformation.describe_stacks(StackName=stack.stack_name)[
-                    "Stacks"
-                ][0]["StackStatus"]
-                progress_is_finished = "PROGRESS" not in status
-            aws_client.cloudformation.delete_stack(StackName=stack.stack_name)
-
-    @markers.aws.validated
-    @pytest.mark.skip(reason="feature not implemented")
-    def test_prevent_resource_deletion(self, deploy_cfn_template, snapshot, aws_client):
-        template = load_file(
-            os.path.join(
-                os.path.dirname(__file__), "../../../../../templates/sns_topic_parameter.yml"
-            )
-        )
-
-        template = template.replace("DeletionPolicy: Delete", "DeletionPolicy: Retain")
-        stack = deploy_cfn_template(
-            template=template, parameters={"TopicName": f"topic-{short_uid()}"}
-        )
-        aws_client.cloudformation.delete_stack(StackName=stack.stack_name)
-
-        aws_client.sns.get_topic_attributes(TopicArn=stack.outputs["TopicArn"])
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stack_policies.snapshot.json b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stack_policies.snapshot.json
deleted file mode 100644
index 46160d7841335..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stack_policies.snapshot.json
+++ /dev/null
@@ -1,254 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stack_policies.py::TestStackPolicy::test_empty_policy": {
-    "recorded-date": "10-11-2022, 12:40:34",
-    "recorded-content": {
-      "policy": {
-        "StackPolicyBody": {},
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stack_policies.py::TestStackPolicy::test_invalid_policy": {
-    "recorded-date": "14-11-2022, 15:13:18",
-    "recorded-content": {
-      "error": {
-        "Code": "ValidationError",
-        "Message": "Error validating stack policy: Invalid stack policy",
-        "Type": "Sender"
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stack_policies.py::TestStackPolicy::test_policy_lifecycle": {
-    "recorded-date": "15-11-2022, 16:02:20",
-    "recorded-content": {
-      "initial_policy": {
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "policy": {
-        "StackPolicyBody": {
-          "Statement": [
-            {
-              "Effect": "Allow",
-              "Action": "Update:*",
-              "Principal": "*",
-              "Resource": "*"
-            }
-          ]
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "policy_updated": {
-        "StackPolicyBody": {
-          "Statement": [
-            {
-              "Effect": "Deny",
-              "Action": "Update:*",
-              "Principal": "*",
-              "Resource": "*"
-            }
-          ]
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "policy_deleted": {
-        "StackPolicyBody": {},
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stack_policies.py::TestStackPolicy::test_set_policy_with_url": {
-    "recorded-date": "11-11-2022, 13:58:17",
-    "recorded-content": {
-      "policy": {
-        "StackPolicyBody": {
-          "Statement": [
-            {
-              "Effect": "Allow",
-              "Action": "Update:*",
-              "Principal": "*",
-              "Resource": "*"
-            }
-          ]
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stack_policies.py::TestStackPolicy::test_set_invalid_policy_with_url": {
-    "recorded-date": "11-11-2022, 14:07:44",
-    "recorded-content": {
-      "error": {
-        "Error": {
-          "Code": "ValidationError",
-          "Message": "Error validating stack policy: Invalid stack policy",
-          "Type": "Sender"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 400
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stack_policies.py::TestStackPolicy::test_set_policy_both_policy_and_url": {
-    "recorded-date": "11-11-2022, 14:19:19",
-    "recorded-content": {
-      "error": {
-        "Error": {
-          "Code": "ValidationError",
-          "Message": "You cannot specify both StackPolicyURL and StackPolicyBody",
-          "Type": "Sender"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 400
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stack_policies.py::TestStackPolicy::test_set_empty_policy_with_url": {
-    "recorded-date": "11-11-2022, 14:25:18",
-    "recorded-content": {
-      "policy": {
-        "StackPolicyBody": {},
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stack_policies.py::TestStackPolicy::test_not_json_policy": {
-    "recorded-date": "21-11-2022, 15:48:27",
-    "recorded-content": {
-      "error": {
-        "Error": {
-          "Code": "ValidationError",
-          "Message": "Error validating stack policy: Invalid stack policy",
-          "Type": "Sender"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 400
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stack_policies.py::TestStackPolicy::test_different_principal_attribute": {
-    "recorded-date": "16-11-2022, 11:01:36",
-    "recorded-content": {
-      "error": {
-        "Code": "ValidationError",
-        "Message": "Error validating stack policy: Invalid stack policy",
-        "Type": "Sender"
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stack_policies.py::TestStackPolicy::test_different_action_attribute": {
-    "recorded-date": "21-11-2022, 15:44:16",
-    "recorded-content": {
-      "error": {
-        "Error": {
-          "Code": "ValidationError",
-          "Message": "Error validating stack policy: Invalid stack policy",
-          "Type": "Sender"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 400
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stack_policies.py::TestStackPolicy::test_create_stack_with_policy": {
-    "recorded-date": "16-11-2022, 15:42:23",
-    "recorded-content": {
-      "policy": {
-        "StackPolicyBody": {
-          "Statement": [
-            {
-              "Effect": "Allow",
-              "Action": "Update:*",
-              "Principal": "*",
-              "Resource": "*"
-            }
-          ]
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stack_policies.py::TestStackPolicy::test_set_policy_with_update_operation": {
-    "recorded-date": "17-11-2022, 11:04:31",
-    "recorded-content": {
-      "policy": {
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "policy_after_update": {
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stack_policies.py::TestStackPolicy::test_policy_during_update": {
-    "recorded-date": "17-11-2022, 11:09:28",
-    "recorded-content": {
-      "policy_during_update": {
-        "StackPolicyBody": {
-          "Statement": [
-            {
-              "Effect": "Deny",
-              "Action": "Update:*",
-              "Principal": "*",
-              "Resource": "*"
-            }
-          ]
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "policy_after_update": {
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stack_policies.py::TestStackPolicy::test_prevent_stack_update": {
-    "recorded-date": "28-10-2022, 12:10:42",
-    "recorded-content": {}
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stack_policies.py::TestStackPolicy::test_prevent_resource_deletion": {
-    "recorded-date": "28-10-2022, 12:29:11",
-    "recorded-content": {}
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stack_policies.validation.json b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stack_policies.validation.json
deleted file mode 100644
index 3b728f9fbb277..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stack_policies.validation.json
+++ /dev/null
@@ -1,44 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stack_policies.py::TestStackPolicy::test_create_stack_with_policy": {
-    "last_validated_date": "2022-11-16T14:42:23+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stack_policies.py::TestStackPolicy::test_different_action_attribute": {
-    "last_validated_date": "2022-11-21T14:44:16+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stack_policies.py::TestStackPolicy::test_different_principal_attribute": {
-    "last_validated_date": "2022-11-16T10:01:36+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stack_policies.py::TestStackPolicy::test_empty_policy": {
-    "last_validated_date": "2022-11-10T11:40:34+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stack_policies.py::TestStackPolicy::test_not_json_policy": {
-    "last_validated_date": "2022-11-21T14:48:27+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stack_policies.py::TestStackPolicy::test_policy_during_update": {
-    "last_validated_date": "2022-11-17T10:09:28+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stack_policies.py::TestStackPolicy::test_policy_lifecycle": {
-    "last_validated_date": "2022-11-15T15:02:20+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stack_policies.py::TestStackPolicy::test_prevent_resource_deletion": {
-    "last_validated_date": "2022-10-28T10:29:11+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stack_policies.py::TestStackPolicy::test_prevent_stack_update": {
-    "last_validated_date": "2022-10-28T10:10:42+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stack_policies.py::TestStackPolicy::test_set_empty_policy_with_url": {
-    "last_validated_date": "2022-11-11T13:25:18+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stack_policies.py::TestStackPolicy::test_set_invalid_policy_with_url": {
-    "last_validated_date": "2022-11-11T13:07:44+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stack_policies.py::TestStackPolicy::test_set_policy_both_policy_and_url": {
-    "last_validated_date": "2022-11-11T13:19:19+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stack_policies.py::TestStackPolicy::test_set_policy_with_update_operation": {
-    "last_validated_date": "2022-11-17T10:04:31+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stack_policies.py::TestStackPolicy::test_set_policy_with_url": {
-    "last_validated_date": "2022-11-11T12:58:17+00:00"
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py
deleted file mode 100644
index b65f0fae31ebe..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py
+++ /dev/null
@@ -1,1072 +0,0 @@
-import json
-import os
-from collections import OrderedDict
-from itertools import permutations
-
-import botocore.exceptions
-import pytest
-import yaml
-from botocore.exceptions import ClientError, WaiterError
-from localstack_snapshot.snapshots.transformer import SortingTransformer
-
-from localstack.aws.api.cloudformation import Capability
-from localstack.services.cloudformation.engine.entities import StackIdentifier
-from localstack.services.cloudformation.engine.yaml_parser import parse_yaml
-from localstack.services.cloudformation.v2.utils import is_v2_engine
-from localstack.testing.aws.util import is_aws_cloud
-from localstack.testing.pytest import markers
-from localstack.utils.files import load_file
-from localstack.utils.strings import short_uid
-from localstack.utils.sync import retry, wait_until
-
-pytestmark = pytest.mark.skipif(
-    condition=not is_v2_engine() and not is_aws_cloud(),
-    reason="Only targeting the new engine",
-)
-
-
-class TestStacksApi:
-    @pytest.mark.skip("CFNV2:DescribeStacks")
-    @markers.snapshot.skip_snapshot_verify(
-        paths=[
-            "$..ChangeSetId",
-            "$..EnableTerminationProtection",
-            # V2
-            "$..Parameters",
-        ]
-    )
-    @markers.aws.validated
-    def test_stack_lifecycle(self, deploy_cfn_template, snapshot, aws_client):
-        snapshot.add_transformer(snapshot.transform.cloudformation_api())
-        snapshot.add_transformer(snapshot.transform.key_value("ParameterValue", "parameter-value"))
-        api_name = f"test_{short_uid()}"
-        template_path = os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/simple_api.yaml"
-        )
-
-        deployed = deploy_cfn_template(
-            template_path=template_path,
-            parameters={"ApiName": api_name},
-        )
-        stack_name = deployed.stack_name
-        creation_description = aws_client.cloudformation.describe_stacks(StackName=stack_name)[
-            "Stacks"
-        ][0]
-        snapshot.match("creation", creation_description)
-
-        api_name = f"test_{short_uid()}"
-        deploy_cfn_template(
-            is_update=True,
-            stack_name=deployed.stack_name,
-            template_path=template_path,
-            parameters={"ApiName": api_name},
-        )
-        update_description = aws_client.cloudformation.describe_stacks(StackName=stack_name)[
-            "Stacks"
-        ][0]
-        snapshot.match("update", update_description)
-
-        aws_client.cloudformation.delete_stack(
-            StackName=stack_name,
-        )
-        aws_client.cloudformation.get_waiter("stack_delete_complete").wait(StackName=stack_name)
-
-        with pytest.raises(aws_client.cloudformation.exceptions.ClientError) as e:
-            aws_client.cloudformation.describe_stacks(StackName=stack_name)
-        snapshot.match("describe_deleted_by_name_exc", e.value.response)
-
-        deleted = aws_client.cloudformation.describe_stacks(StackName=deployed.stack_id)["Stacks"][
-            0
-        ]
-        assert "DeletionTime" in deleted
-        snapshot.match("deleted", deleted)
-
-    @pytest.mark.skip(reason="CFNV2:DescribeStacks")
-    @markers.aws.validated
-    def test_stack_description_special_chars(self, deploy_cfn_template, snapshot, aws_client):
-        snapshot.add_transformer(snapshot.transform.cloudformation_api())
-
-        template = {
-            "AWSTemplateFormatVersion": "2010-09-09",
-            "Description": "test <env>.test.net",
-            "Resources": {
-                "TestResource": {
-                    "Type": "AWS::EC2::VPC",
-                    "Properties": {"CidrBlock": "100.30.20.0/20"},
-                }
-            },
-        }
-        deployed = deploy_cfn_template(template=json.dumps(template))
-        response = aws_client.cloudformation.describe_stacks(StackName=deployed.stack_id)["Stacks"][
-            0
-        ]
-        snapshot.match("describe_stack", response)
-
-    @markers.aws.validated
-    def test_stack_name_creation(self, deploy_cfn_template, snapshot, aws_client):
-        snapshot.add_transformer(snapshot.transform.cloudformation_api())
-
-        stack_name = f"*@{short_uid()}_$"
-
-        with pytest.raises(Exception) as e:
-            deploy_cfn_template(
-                template_path=os.path.join(
-                    os.path.dirname(__file__), "../../../../../templates/sns_topic_template.yaml"
-                ),
-                stack_name=stack_name,
-            )
-
-            snapshot.match("stack_response", e.value.response)
-
-    @markers.aws.validated
-    @pytest.mark.parametrize("fileformat", ["yaml", "json"])
-    def test_get_template_using_create_stack(self, snapshot, fileformat, aws_client):
-        snapshot.add_transformer(snapshot.transform.cloudformation_api())
-
-        stack_name = f"stack-{short_uid()}"
-        aws_client.cloudformation.create_stack(
-            StackName=stack_name,
-            TemplateBody=load_file(
-                os.path.join(
-                    os.path.dirname(__file__),
-                    f"../../../../../templates/sns_topic_template.{fileformat}",
-                )
-            ),
-        )
-        aws_client.cloudformation.get_waiter("stack_create_complete").wait(StackName=stack_name)
-
-        template_original = aws_client.cloudformation.get_template(
-            StackName=stack_name, TemplateStage="Original"
-        )
-        snapshot.match("template_original", template_original)
-
-        template_processed = aws_client.cloudformation.get_template(
-            StackName=stack_name, TemplateStage="Processed"
-        )
-        snapshot.match("template_processed", template_processed)
-
-    @markers.aws.validated
-    @pytest.mark.parametrize("fileformat", ["yaml", "json"])
-    def test_get_template_using_changesets(
-        self, deploy_cfn_template, snapshot, fileformat, aws_client
-    ):
-        snapshot.add_transformer(snapshot.transform.cloudformation_api())
-
-        stack = deploy_cfn_template(
-            template_path=os.path.join(
-                os.path.dirname(__file__),
-                f"../../../../../templates/sns_topic_template.{fileformat}",
-            )
-        )
-
-        template_original = aws_client.cloudformation.get_template(
-            StackName=stack.stack_id, TemplateStage="Original"
-        )
-        snapshot.match("template_original", template_original)
-
-        template_processed = aws_client.cloudformation.get_template(
-            StackName=stack.stack_id, TemplateStage="Processed"
-        )
-        snapshot.match("template_processed", template_processed)
-
-    @markers.aws.validated
-    @markers.snapshot.skip_snapshot_verify(
-        paths=["$..ParameterValue", "$..PhysicalResourceId", "$..Capabilities"]
-    )
-    def test_stack_update_resources(
-        self,
-        deploy_cfn_template,
-        is_change_set_finished,
-        is_change_set_created_and_available,
-        snapshot,
-        aws_client,
-    ):
-        snapshot.add_transformer(snapshot.transform.cloudformation_api())
-        snapshot.add_transformer(snapshot.transform.key_value("PhysicalResourceId"))
-
-        api_name = f"test_{short_uid()}"
-
-        # create stack
-        deployed = deploy_cfn_template(
-            template_path=os.path.join(
-                os.path.dirname(__file__), "../../../../../templates/simple_api.yaml"
-            ),
-            parameters={"ApiName": api_name},
-        )
-        stack_name = deployed.stack_name
-        stack_id = deployed.stack_id
-
-        # assert snapshot of created stack
-        snapshot.match(
-            "stack_created",
-            aws_client.cloudformation.describe_stacks(StackName=stack_id)["Stacks"][0],
-        )
-
-        # update stack, with one additional resource
-        api_name = f"test_{short_uid()}"
-        deploy_cfn_template(
-            is_update=True,
-            stack_name=deployed.stack_name,
-            template_path=os.path.join(
-                os.path.dirname(__file__), "../../../../../templates/simple_api.update.yaml"
-            ),
-            parameters={"ApiName": api_name},
-        )
-
-        # assert snapshot of updated stack
-        snapshot.match(
-            "stack_updated",
-            aws_client.cloudformation.describe_stacks(StackName=stack_id)["Stacks"][0],
-        )
-
-        # describe stack resources
-        resources = aws_client.cloudformation.describe_stack_resources(StackName=stack_name)
-        snapshot.match("stack_resources", resources)
-
-    @markers.aws.validated
-    def test_update_stack_with_same_template_withoutchange(
-        self, deploy_cfn_template, aws_client, snapshot
-    ):
-        template = load_file(
-            os.path.join(
-                os.path.dirname(__file__), "../../../../../templates/simple_no_change.yaml"
-            )
-        )
-        stack = deploy_cfn_template(template=template)
-
-        with pytest.raises(Exception) as ctx:  # TODO: capture proper exception
-            aws_client.cloudformation.update_stack(
-                StackName=stack.stack_name, TemplateBody=template
-            )
-            aws_client.cloudformation.get_waiter("stack_update_complete").wait(
-                StackName=stack.stack_name
-            )
-
-        snapshot.match("no_change_exception", ctx.value.response)
-
-    @pytest.mark.skip(reason="CFNV2:Validation")
-    @markers.aws.validated
-    def test_update_stack_with_same_template_withoutchange_transformation(
-        self, deploy_cfn_template, aws_client
-    ):
-        template = load_file(
-            os.path.join(
-                os.path.dirname(__file__),
-                "../../../../../templates/simple_no_change_with_transformation.yaml",
-            )
-        )
-        stack = deploy_cfn_template(template=template)
-
-        # transformations will always work even if there's no change in the template!
-        aws_client.cloudformation.update_stack(
-            StackName=stack.stack_name,
-            TemplateBody=template,
-            Capabilities=["CAPABILITY_AUTO_EXPAND"],
-        )
-        aws_client.cloudformation.get_waiter("stack_update_complete").wait(
-            StackName=stack.stack_name
-        )
-
-    @markers.aws.validated
-    def test_update_stack_actual_update(self, deploy_cfn_template, aws_client):
-        template = load_file(
-            os.path.join(os.path.dirname(__file__), "../../../../../templates/sqs_queue_update.yml")
-        )
-        queue_name = f"test-queue-{short_uid()}"
-        stack = deploy_cfn_template(
-            template=template, parameters={"QueueName": queue_name}, max_wait=360
-        )
-
-        queue_arn_1 = aws_client.sqs.get_queue_attributes(
-            QueueUrl=stack.outputs["QueueUrl"], AttributeNames=["QueueArn"]
-        )["Attributes"]["QueueArn"]
-        assert queue_arn_1
-
-        stack2 = deploy_cfn_template(
-            template=template,
-            stack_name=stack.stack_name,
-            parameters={"QueueName": f"{queue_name}-new"},
-            is_update=True,
-            max_wait=360,
-        )
-
-        queue_arn_2 = aws_client.sqs.get_queue_attributes(
-            QueueUrl=stack2.outputs["QueueUrl"], AttributeNames=["QueueArn"]
-        )["Attributes"]["QueueArn"]
-        assert queue_arn_2
-
-        assert queue_arn_1 != queue_arn_2
-
-    @markers.snapshot.skip_snapshot_verify(paths=["$..StackEvents"])
-    @markers.aws.validated
-    def test_list_events_after_deployment(self, deploy_cfn_template, snapshot, aws_client):
-        snapshot.add_transformer(SortingTransformer("StackEvents", lambda x: x["Timestamp"]))
-        snapshot.add_transformer(snapshot.transform.cloudformation_api())
-        stack = deploy_cfn_template(
-            template_path=os.path.join(
-                os.path.dirname(__file__), "../../../../../templates/sns_topic_simple.yaml"
-            )
-        )
-        response = aws_client.cloudformation.describe_stack_events(StackName=stack.stack_name)
-        snapshot.match("events", response)
-
-    @markers.aws.validated
-    @pytest.mark.skip(reason="disable rollback not supported")
-    @pytest.mark.parametrize("rollback_disabled, length_expected", [(False, 0), (True, 1)])
-    def test_failure_options_for_stack_creation(
-        self, rollback_disabled, length_expected, aws_client
-    ):
-        template_with_error = open(
-            os.path.join(
-                os.path.dirname(__file__), "../../../../../templates/multiple_bucket.yaml"
-            ),
-            "r",
-        ).read()
-
-        stack_name = f"stack-{short_uid()}"
-        bucket_1_name = f"bucket-{short_uid()}"
-        bucket_2_name = f"bucket!#${short_uid()}"
-
-        aws_client.cloudformation.create_stack(
-            StackName=stack_name,
-            TemplateBody=template_with_error,
-            DisableRollback=rollback_disabled,
-            Parameters=[
-                {"ParameterKey": "BucketName1", "ParameterValue": bucket_1_name},
-                {"ParameterKey": "BucketName2", "ParameterValue": bucket_2_name},
-            ],
-        )
-
-        assert wait_until(
-            lambda _: stack_process_is_finished(aws_client.cloudformation, stack_name),
-            wait=10,
-            strategy="exponential",
-        )
-
-        resources = aws_client.cloudformation.describe_stack_resources(StackName=stack_name)[
-            "StackResources"
-        ]
-        created_resources = [
-            resource for resource in resources if "CREATE_COMPLETE" in resource["ResourceStatus"]
-        ]
-        assert len(created_resources) == length_expected
-
-        aws_client.cloudformation.delete_stack(StackName=stack_name)
-
-    @markers.aws.validated
-    @pytest.mark.skipif(reason="disable rollback not enabled", condition=not is_aws_cloud())
-    @pytest.mark.parametrize("rollback_disabled, length_expected", [(False, 2), (True, 1)])
-    def test_failure_options_for_stack_update(
-        self, rollback_disabled, length_expected, aws_client, cleanups
-    ):
-        stack_name = f"stack-{short_uid()}"
-        template = open(
-            os.path.join(
-                os.path.dirname(__file__), "../../../../../templates/multiple_bucket_update.yaml"
-            ),
-            "r",
-        ).read()
-
-        aws_client.cloudformation.create_stack(
-            StackName=stack_name,
-            TemplateBody=template,
-        )
-        cleanups.append(lambda: aws_client.cloudformation.delete_stack(StackName=stack_name))
-
-        def _assert_stack_process_finished():
-            return stack_process_is_finished(aws_client.cloudformation, stack_name)
-
-        assert wait_until(_assert_stack_process_finished)
-        resources = aws_client.cloudformation.describe_stack_resources(StackName=stack_name)[
-            "StackResources"
-        ]
-        created_resources = [
-            resource for resource in resources if "CREATE_COMPLETE" in resource["ResourceStatus"]
-        ]
-        assert len(created_resources) == 2
-
-        aws_client.cloudformation.update_stack(
-            StackName=stack_name,
-            TemplateBody=template,
-            DisableRollback=rollback_disabled,
-            Parameters=[
-                {"ParameterKey": "Days", "ParameterValue": "-1"},
-            ],
-        )
-
-        assert wait_until(_assert_stack_process_finished)
-
-        resources = aws_client.cloudformation.describe_stack_resources(StackName=stack_name)[
-            "StackResources"
-        ]
-        updated_resources = [
-            resource
-            for resource in resources
-            if resource["ResourceStatus"] in ["CREATE_COMPLETE", "UPDATE_COMPLETE"]
-        ]
-        assert len(updated_resources) == length_expected
-
-    @markers.aws.only_localstack
-    def test_create_stack_with_custom_id(
-        self, aws_client, cleanups, account_id, region_name, set_resource_custom_id
-    ):
-        stack_name = f"stack-{short_uid()}"
-        custom_id = short_uid()
-
-        set_resource_custom_id(
-            StackIdentifier(account_id, region_name, stack_name), custom_id=custom_id
-        )
-        template = open(
-            os.path.join(
-                os.path.dirname(__file__), "../../../../../templates/sns_topic_simple.yaml"
-            ),
-            "r",
-        ).read()
-
-        stack = aws_client.cloudformation.create_stack(
-            StackName=stack_name,
-            TemplateBody=template,
-        )
-        cleanups.append(lambda: aws_client.cloudformation.delete_stack(StackName=stack_name))
-
-        assert stack["StackId"].split("/")[-1] == custom_id
-
-        # We need to wait until the stack is created otherwise we can end up in a scenario
-        # where we try to delete the stack before creating its resources, failing the test
-        aws_client.cloudformation.get_waiter("stack_create_complete").wait(StackName=stack_name)
-
-
-def stack_process_is_finished(cfn_client, stack_name):
-    return (
-        "PROGRESS"
-        not in cfn_client.describe_stacks(StackName=stack_name)["Stacks"][0]["StackStatus"]
-    )
-
-
-@markers.aws.validated
-@pytest.mark.skip(reason="Not Implemented")
-def test_linting_error_during_creation(snapshot, aws_client):
-    stack_name = f"stack-{short_uid()}"
-    bad_template = {"Resources": "", "Outputs": ""}
-
-    with pytest.raises(botocore.exceptions.ClientError) as ex:
-        aws_client.cloudformation.create_stack(
-            StackName=stack_name, TemplateBody=json.dumps(bad_template)
-        )
-
-    error_response = ex.value.response
-    snapshot.match("error", error_response)
-
-
-@markers.aws.validated
-@pytest.mark.skip(reason="feature not implemented")
-def test_notifications(
-    deploy_cfn_template,
-    sns_create_topic,
-    is_stack_created,
-    is_stack_updated,
-    sqs_create_queue,
-    sns_create_sqs_subscription,
-    cleanup_stacks,
-    aws_client,
-):
-    stack_name = f"stack-{short_uid()}"
-    topic_arn = sns_create_topic()["TopicArn"]
-    sqs_url = sqs_create_queue()
-    sns_create_sqs_subscription(topic_arn, sqs_url)
-
-    template = load_file(
-        os.path.join(os.path.dirname(__file__), "../../../../../templates/sns_topic_parameter.yml")
-    )
-    aws_client.cloudformation.create_stack(
-        StackName=stack_name,
-        NotificationARNs=[topic_arn],
-        TemplateBody=template,
-        Parameters=[{"ParameterKey": "TopicName", "ParameterValue": f"topic-{short_uid()}"}],
-    )
-    cleanup_stacks([stack_name])
-
-    assert wait_until(is_stack_created(stack_name))
-
-    template = load_file(
-        os.path.join(os.path.dirname(__file__), "../../../../../templates/sns_topic_parameter.yml")
-    )
-    aws_client.cloudformation.update_stack(
-        StackName=stack_name,
-        TemplateBody=template,
-        Parameters=[
-            {"ParameterKey": "TopicName", "ParameterValue": f"topic-{short_uid()}"},
-        ],
-    )
-    assert wait_until(is_stack_updated(stack_name))
-
-    messages = {}
-
-    def _assert_messages():
-        sqs_messages = aws_client.sqs.receive_message(QueueUrl=sqs_url)["Messages"]
-        for sqs_message in sqs_messages:
-            sns_message = json.loads(sqs_message["Body"])
-            messages.update({sns_message["MessageId"]: sns_message})
-
-        # Assert notifications of resources created
-        assert [message for message in messages.values() if "CREATE_" in message["Message"]]
-
-        # Assert notifications of resources deleted
-        assert [message for message in messages.values() if "UPDATE_" in message["Message"]]
-
-        # Assert notifications of resources deleted
-        assert [message for message in messages.values() if "DELETE_" in message["Message"]]
-
-    retry(_assert_messages, retries=10, sleep=2)
-
-
-@markers.aws.validated
-@markers.snapshot.skip_snapshot_verify(
-    paths=[
-        # parameters may be out of order
-        "$..Stacks..Parameters",
-    ]
-)
-def test_updating_an_updated_stack_sets_status(deploy_cfn_template, snapshot, aws_client):
-    """
-    The status of a stack that has been updated twice should be "UPDATE_COMPLETE"
-    """
-    snapshot.add_transformer(snapshot.transform.cloudformation_api())
-
-    # need multiple templates to support updates to the stack
-    template_1 = load_file(
-        os.path.join(os.path.dirname(__file__), "../../../../../templates/stack_update_1.yaml")
-    )
-    template_2 = load_file(
-        os.path.join(os.path.dirname(__file__), "../../../../../templates/stack_update_2.yaml")
-    )
-    template_3 = load_file(
-        os.path.join(os.path.dirname(__file__), "../../../../../templates/stack_update_3.yaml")
-    )
-
-    topic_1_name = f"topic-1-{short_uid()}"
-    topic_2_name = f"topic-2-{short_uid()}"
-    topic_3_name = f"topic-3-{short_uid()}"
-    snapshot.add_transformers_list(
-        [
-            snapshot.transform.regex(topic_1_name, "topic-1"),
-            snapshot.transform.regex(topic_2_name, "topic-2"),
-            snapshot.transform.regex(topic_3_name, "topic-3"),
-        ]
-    )
-
-    parameters = {
-        "Topic1Name": topic_1_name,
-        "Topic2Name": topic_2_name,
-        "Topic3Name": topic_3_name,
-    }
-
-    def wait_for(waiter_type: str) -> None:
-        aws_client.cloudformation.get_waiter(waiter_type).wait(
-            StackName=stack.stack_name,
-            WaiterConfig={
-                "Delay": 5,
-                "MaxAttempts": 5,
-            },
-        )
-
-    stack = deploy_cfn_template(template=template_1, parameters=parameters)
-    wait_for("stack_create_complete")
-
-    # update the stack
-    deploy_cfn_template(
-        template=template_2,
-        is_update=True,
-        stack_name=stack.stack_name,
-        parameters=parameters,
-    )
-    wait_for("stack_update_complete")
-
-    # update the stack again
-    deploy_cfn_template(
-        template=template_3,
-        is_update=True,
-        stack_name=stack.stack_name,
-        parameters=parameters,
-    )
-    wait_for("stack_update_complete")
-
-    res = aws_client.cloudformation.describe_stacks(StackName=stack.stack_name)
-    snapshot.match("describe-result", res)
-
-
-@markers.aws.validated
-def test_update_termination_protection(deploy_cfn_template, snapshot, aws_client):
-    snapshot.add_transformer(snapshot.transform.cloudformation_api())
-    snapshot.add_transformer(snapshot.transform.key_value("ParameterValue", "parameter-value"))
-
-    # create stack
-    api_name = f"test_{short_uid()}"
-    template_path = os.path.join(
-        os.path.dirname(__file__), "../../../../../templates/simple_api.yaml"
-    )
-    stack = deploy_cfn_template(template_path=template_path, parameters={"ApiName": api_name})
-
-    # update termination protection (true)
-    aws_client.cloudformation.update_termination_protection(
-        EnableTerminationProtection=True, StackName=stack.stack_name
-    )
-    res = aws_client.cloudformation.describe_stacks(StackName=stack.stack_name)
-    snapshot.match("describe-stack-1", res)
-
-    # update termination protection (false)
-    aws_client.cloudformation.update_termination_protection(
-        EnableTerminationProtection=False, StackName=stack.stack_name
-    )
-    res = aws_client.cloudformation.describe_stacks(StackName=stack.stack_name)
-    snapshot.match("describe-stack-2", res)
-
-
-@markers.aws.validated
-def test_events_resource_types(deploy_cfn_template, snapshot, aws_client):
-    template_path = os.path.join(
-        os.path.dirname(__file__), "../../../../../templates/cfn_cdk_sample_app.yaml"
-    )
-    stack = deploy_cfn_template(template_path=template_path, max_wait=500)
-    events = aws_client.cloudformation.describe_stack_events(StackName=stack.stack_name)[
-        "StackEvents"
-    ]
-
-    resource_types = list({event["ResourceType"] for event in events})
-    resource_types.sort()
-    snapshot.match("resource_types", resource_types)
-
-
-@markers.aws.validated
-def test_list_parameter_type(aws_client, deploy_cfn_template, cleanups):
-    stack_name = f"test-stack-{short_uid()}"
-    cleanups.append(lambda: aws_client.cloudformation.delete_stack(StackName=stack_name))
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/cfn_parameter_list_type.yaml"
-        ),
-        parameters={
-            "ParamsList": "foo,bar",
-        },
-    )
-
-    assert stack.outputs["ParamValue"] == "foo|bar"
-
-
-@markers.aws.validated
-@pytest.mark.skipif(condition=not is_aws_cloud(), reason="rollback not implemented")
-def test_blocked_stack_deletion(aws_client, cleanups, snapshot):
-    """
-    uses AWS::IAM::Policy for demonstrating this behavior
-
-    1. create fails
-    2. rollback fails even though create didn't even provision anything
-    3. trying to delete the stack afterwards also doesn't work
-    4. deleting the stack with retain resources works
-    """
-    cfn = aws_client.cloudformation
-    stack_name = f"test-stacks-blocked-{short_uid()}"
-    policy_name = f"test-broken-policy-{short_uid()}"
-    snapshot.add_transformer(snapshot.transform.cloudformation_api())
-    snapshot.add_transformer(snapshot.transform.regex(policy_name, "<policy-name>"))
-    template_body = load_file(
-        os.path.join(os.path.dirname(__file__), "../../../../../templates/iam_policy_invalid.yaml")
-    )
-    waiter_config = {"Delay": 1, "MaxAttempts": 20}
-
-    snapshot.add_transformer(snapshot.transform.key_value("PhysicalResourceId"))
-    snapshot.add_transformer(
-        snapshot.transform.key_value("ResourceStatusReason", reference_replacement=False)
-    )
-
-    stack = cfn.create_stack(
-        StackName=stack_name,
-        TemplateBody=template_body,
-        Parameters=[{"ParameterKey": "Name", "ParameterValue": policy_name}],
-        Capabilities=[Capability.CAPABILITY_NAMED_IAM],
-    )
-    stack_id = stack["StackId"]
-    cleanups.append(lambda: cfn.delete_stack(StackName=stack_id, RetainResources=["BrokenPolicy"]))
-    with pytest.raises(WaiterError):
-        cfn.get_waiter("stack_create_complete").wait(StackName=stack_id, WaiterConfig=waiter_config)
-    stack_post_create = cfn.describe_stacks(StackName=stack_id)
-    snapshot.match("stack_post_create", stack_post_create)
-
-    cfn.delete_stack(StackName=stack_id)
-    with pytest.raises(WaiterError):
-        cfn.get_waiter("stack_delete_complete").wait(StackName=stack_id, WaiterConfig=waiter_config)
-    stack_post_fail_delete = cfn.describe_stacks(StackName=stack_id)
-    snapshot.match("stack_post_fail_delete", stack_post_fail_delete)
-
-    cfn.delete_stack(StackName=stack_id, RetainResources=["BrokenPolicy"])
-    cfn.get_waiter("stack_delete_complete").wait(StackName=stack_id, WaiterConfig=waiter_config)
-    stack_post_success_delete = cfn.describe_stacks(StackName=stack_id)
-    snapshot.match("stack_post_success_delete", stack_post_success_delete)
-    stack_events = cfn.describe_stack_events(StackName=stack_id)
-    snapshot.match("stack_events", stack_events)
-
-
-MINIMAL_TEMPLATE = """
-Resources:
-    SimpleParam:
-        Type: AWS::SSM::Parameter
-        Properties:
-            Value: test
-            Type: String
-"""
-
-
-@pytest.mark.skip(reason="CFNV2:Validation")
-@markers.snapshot.skip_snapshot_verify(
-    paths=["$..EnableTerminationProtection", "$..LastUpdatedTime"]
-)
-@markers.aws.validated
-def test_name_conflicts(aws_client, snapshot, cleanups):
-    """
-    Tests behavior of creating a stack with the same name of one that was previously deleted
-
-    1. Create Stack
-    2. Delete Stack
-    3. Create Stack with same name as in 1.
-
-    Step 3 should be successful because you can re-use StackNames,
-    but only one stack for a given stack name can be `ACTIVE` at one time.
-
-    We didn't exhaustively test yet what is considered as Active by CloudFormation
-    For now the assumption is that anything != "DELETE_COMPLETED" is considered "ACTIVE"
-    """
-    snapshot.add_transformer(snapshot.transform.cloudformation_api())
-
-    stack_name = f"repeated-stack-{short_uid()}"
-    cleanups.append(lambda: aws_client.cloudformation.delete_stack(StackName=stack_name))
-    stack = aws_client.cloudformation.create_stack(
-        StackName=stack_name, TemplateBody=MINIMAL_TEMPLATE
-    )
-    stack_id = stack["StackId"]
-    aws_client.cloudformation.get_waiter("stack_create_complete").wait(StackName=stack_name)
-
-    # only one can be active at a time
-    with pytest.raises(aws_client.cloudformation.exceptions.AlreadyExistsException) as e:
-        aws_client.cloudformation.create_stack(StackName=stack_name, TemplateBody=MINIMAL_TEMPLATE)
-    snapshot.match("create_stack_already_exists_exc", e.value.response)
-
-    created_stack_desc = aws_client.cloudformation.describe_stacks(StackName=stack_name)["Stacks"][
-        0
-    ]["StackStatus"]
-    snapshot.match("created_stack_desc", created_stack_desc)
-
-    aws_client.cloudformation.delete_stack(StackName=stack_name)
-    aws_client.cloudformation.get_waiter("stack_delete_complete").wait(StackName=stack_name)
-
-    # describe with name fails
-    with pytest.raises(aws_client.cloudformation.exceptions.ClientError) as e:
-        aws_client.cloudformation.describe_stacks(StackName=stack_name)
-    snapshot.match("deleted_stack_not_found_exc", e.value.response)
-
-    # describe events with name fails
-    with pytest.raises(aws_client.cloudformation.exceptions.ClientError) as e:
-        aws_client.cloudformation.describe_stack_events(StackName=stack_name)
-    snapshot.match("deleted_stack_events_not_found_by_name", e.value.response)
-
-    # describe with stack id (ARN) succeeds
-    deleted_stack_desc = aws_client.cloudformation.describe_stacks(StackName=stack_id)
-    snapshot.match("deleted_stack_desc", deleted_stack_desc)
-
-    # creating a new stack with the same name as the previously deleted one should work
-    stack = aws_client.cloudformation.create_stack(
-        StackName=stack_name, TemplateBody=MINIMAL_TEMPLATE
-    )
-    # should issue a new unique stack ID/ARN
-    new_stack_id = stack["StackId"]
-    assert stack_id != new_stack_id
-    aws_client.cloudformation.get_waiter("stack_create_complete").wait(StackName=stack_name)
-
-    new_stack_desc = aws_client.cloudformation.describe_stacks(StackName=stack_name)
-    snapshot.match("new_stack_desc", new_stack_desc)
-    assert len(new_stack_desc["Stacks"]) == 1
-    assert new_stack_desc["Stacks"][0]["StackId"] == new_stack_id
-
-    # can still access both by using the ARN (stack id)
-    # and they should be different from each other
-    stack_id_desc = aws_client.cloudformation.describe_stacks(StackName=stack_id)
-    new_stack_id_desc = aws_client.cloudformation.describe_stacks(StackName=new_stack_id)
-    snapshot.match("stack_id_desc", stack_id_desc)
-    snapshot.match("new_stack_id_desc", new_stack_id_desc)
-
-    # check if the describing the stack events return the right stack
-    stack_events = aws_client.cloudformation.describe_stack_events(StackName=stack_name)[
-        "StackEvents"
-    ]
-    assert all(stack_event["StackId"] == new_stack_id for stack_event in stack_events)
-    # describing events by the old stack id should still yield the old events
-    stack_events = aws_client.cloudformation.describe_stack_events(StackName=stack_id)[
-        "StackEvents"
-    ]
-    assert all(stack_event["StackId"] == stack_id for stack_event in stack_events)
-
-    # deleting the stack by name should delete the new, not already deleted stack
-    aws_client.cloudformation.delete_stack(StackName=stack_name)
-    aws_client.cloudformation.get_waiter("stack_delete_complete").wait(StackName=stack_name)
-    # describe with stack id returns stack deleted
-    deleted_stack_desc = aws_client.cloudformation.describe_stacks(StackName=new_stack_id)
-    snapshot.match("deleted_second_stack_desc", deleted_stack_desc)
-
-
-@markers.aws.validated
-def test_describe_stack_events_errors(aws_client, snapshot):
-    with pytest.raises(aws_client.cloudformation.exceptions.ClientError) as e:
-        aws_client.cloudformation.describe_stack_events()
-    snapshot.match("describe_stack_events_no_stack_name", e.value.response)
-    with pytest.raises(aws_client.cloudformation.exceptions.ClientError) as e:
-        aws_client.cloudformation.describe_stack_events(StackName="does-not-exist")
-    snapshot.match("describe_stack_events_stack_not_found", e.value.response)
-
-
-TEMPLATE_ORDER_CASES = list(permutations(["A", "B", "C"]))
-
-
-@pytest.mark.skip(reason="CFNV2:Other stack events")
-@markers.aws.validated
-@markers.snapshot.skip_snapshot_verify(
-    paths=[
-        "$..StackId",
-        # TODO
-        "$..PhysicalResourceId",
-        # TODO
-        "$..ResourceProperties",
-    ]
-)
-@pytest.mark.parametrize(
-    "deploy_order", TEMPLATE_ORDER_CASES, ids=["-".join(vals) for vals in TEMPLATE_ORDER_CASES]
-)
-def test_stack_deploy_order(deploy_cfn_template, aws_client, snapshot, deploy_order: tuple[str]):
-    snapshot.add_transformer(snapshot.transform.cloudformation_api())
-    snapshot.add_transformer(snapshot.transform.key_value("EventId"))
-    resources = {
-        "A": {
-            "Type": "AWS::SSM::Parameter",
-            "Properties": {
-                "Type": "String",
-                "Value": "root",
-            },
-        },
-        "B": {
-            "Type": "AWS::SSM::Parameter",
-            "Properties": {
-                "Type": "String",
-                "Value": {
-                    "Ref": "A",
-                },
-            },
-        },
-        "C": {
-            "Type": "AWS::SSM::Parameter",
-            "Properties": {
-                "Type": "String",
-                "Value": {
-                    "Ref": "B",
-                },
-            },
-        },
-    }
-
-    resources = OrderedDict(
-        [
-            (logical_resource_id, resources[logical_resource_id])
-            for logical_resource_id in deploy_order
-        ]
-    )
-    assert len(resources) == 3
-
-    stack = deploy_cfn_template(
-        template=json.dumps(
-            {
-                "Resources": resources,
-            }
-        )
-    )
-
-    stack.destroy()
-
-    events = aws_client.cloudformation.describe_stack_events(
-        StackName=stack.stack_id,
-    )["StackEvents"]
-
-    filtered_events = []
-    for event in events:
-        # only the resources we care about
-        if event["LogicalResourceId"] not in deploy_order:
-            continue
-
-        # only _COMPLETE events
-        if not event["ResourceStatus"].endswith("_COMPLETE"):
-            continue
-
-        filtered_events.append(event)
-
-    # sort by event time
-    filtered_events.sort(key=lambda e: e["Timestamp"])
-
-    snapshot.match("events", filtered_events)
-
-
-@pytest.mark.skip(reason="CFNV2:DescribeStack")
-@markers.snapshot.skip_snapshot_verify(
-    paths=[
-        # TODO: this property is present in the response from LocalStack when
-        # there is an active changeset, however it is not present on AWS
-        # because the change set has not been executed.
-        "$..Stacks..ChangeSetId",
-        # FIXME: tackle this when fixing API parity of CloudFormation
-        "$..Capabilities",
-        "$..IncludeNestedStacks",
-        "$..LastUpdatedTime",
-        "$..NotificationARNs",
-        "$..ResourceChange",
-        "$..StackResourceDetail.Metadata",
-    ]
-)
-@markers.aws.validated
-def test_no_echo_parameter(snapshot, aws_client, deploy_cfn_template):
-    snapshot.add_transformer(snapshot.transform.cloudformation_api())
-    snapshot.add_transformer(SortingTransformer("Parameters", lambda x: x.get("ParameterKey", "")))
-
-    template_path = os.path.join(
-        os.path.dirname(__file__), "../../../../../templates/cfn_no_echo.yml"
-    )
-    template = open(template_path, "r").read()
-
-    deployment = deploy_cfn_template(
-        template=template,
-        parameters={"SecretParameter": "SecretValue"},
-    )
-    stack_id = deployment.stack_id
-    stack_name = deployment.stack_name
-
-    describe_stacks = aws_client.cloudformation.describe_stacks(StackName=stack_id)
-    snapshot.match("describe_stacks", describe_stacks)
-
-    # Check Resource Metadata.
-    describe_stack_resources = aws_client.cloudformation.describe_stack_resources(
-        StackName=stack_id
-    )
-    for resource in describe_stack_resources["StackResources"]:
-        resource_logical_id = resource["LogicalResourceId"]
-
-        # Get detailed information about the resource
-        describe_stack_resource_details = aws_client.cloudformation.describe_stack_resource(
-            StackName=stack_name, LogicalResourceId=resource_logical_id
-        )
-        snapshot.match(
-            f"describe_stack_resource_details_{resource_logical_id}",
-            describe_stack_resource_details,
-        )
-
-    # Update stack via update_stack (and change the value of SecretParameter)
-    aws_client.cloudformation.update_stack(
-        StackName=stack_name,
-        TemplateBody=template,
-        Parameters=[
-            {"ParameterKey": "SecretParameter", "ParameterValue": "NewSecretValue1"},
-        ],
-    )
-    aws_client.cloudformation.get_waiter("stack_update_complete").wait(StackName=stack_name)
-    update_stacks = aws_client.cloudformation.describe_stacks(StackName=stack_id)
-    snapshot.match("describe_updated_stacks", update_stacks)
-
-    # Update stack via create_change_set (and change the value of SecretParameter)
-    change_set_name = f"UpdateSecretParameterValue-{short_uid()}"
-    aws_client.cloudformation.create_change_set(
-        StackName=stack_name,
-        TemplateBody=template,
-        ChangeSetName=change_set_name,
-        Parameters=[
-            {"ParameterKey": "SecretParameter", "ParameterValue": "NewSecretValue2"},
-        ],
-    )
-    aws_client.cloudformation.get_waiter("change_set_create_complete").wait(
-        StackName=stack_name,
-        ChangeSetName=change_set_name,
-    )
-    change_sets = aws_client.cloudformation.describe_change_set(
-        StackName=stack_id,
-        ChangeSetName=change_set_name,
-    )
-    snapshot.match("describe_updated_change_set", change_sets)
-    describe_stacks = aws_client.cloudformation.describe_stacks(StackName=stack_id)
-    snapshot.match("describe_updated_stacks_change_set", describe_stacks)
-
-    # Change `NoEcho` of a parameter from true to false and update stack via create_change_set.
-    change_set_name = f"UpdateSecretParameterNoEchoToFalse-{short_uid()}"
-    template_dict = parse_yaml(load_file(template_path))
-    template_dict["Parameters"]["SecretParameter"]["NoEcho"] = False
-    template_no_echo_false = yaml.dump(template_dict)
-    aws_client.cloudformation.create_change_set(
-        StackName=stack_name,
-        TemplateBody=template_no_echo_false,
-        ChangeSetName=change_set_name,
-        Parameters=[
-            {"ParameterKey": "SecretParameter", "ParameterValue": "NewSecretValue2"},
-        ],
-    )
-    aws_client.cloudformation.get_waiter("change_set_create_complete").wait(
-        StackName=stack_name,
-        ChangeSetName=change_set_name,
-    )
-    change_sets = aws_client.cloudformation.describe_change_set(
-        StackName=stack_id,
-        ChangeSetName=change_set_name,
-    )
-    snapshot.match("describe_updated_change_set_no_echo_true", change_sets)
-    describe_stacks = aws_client.cloudformation.describe_stacks(StackName=stack_id)
-    snapshot.match("describe_updated_stacks_no_echo_true", describe_stacks)
-
-    # Change `NoEcho` of a parameter back from false to true and update stack via create_change_set.
-    change_set_name = f"UpdateSecretParameterNoEchoToTrue-{short_uid()}"
-    aws_client.cloudformation.create_change_set(
-        StackName=stack_name,
-        TemplateBody=template,
-        ChangeSetName=change_set_name,
-        Parameters=[
-            {"ParameterKey": "SecretParameter", "ParameterValue": "NewSecretValue2"},
-        ],
-    )
-    aws_client.cloudformation.get_waiter("change_set_create_complete").wait(
-        StackName=stack_name,
-        ChangeSetName=change_set_name,
-    )
-    change_sets = aws_client.cloudformation.describe_change_set(
-        StackName=stack_id,
-        ChangeSetName=change_set_name,
-    )
-    snapshot.match("describe_updated_change_set_no_echo_false", change_sets)
-    describe_stacks = aws_client.cloudformation.describe_stacks(StackName=stack_id)
-    snapshot.match("describe_updated_stacks_no_echo_false", describe_stacks)
-
-
-@markers.aws.validated
-def test_stack_resource_not_found(deploy_cfn_template, aws_client, snapshot):
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/sns_topic_simple.yaml"
-        ),
-        parameters={"TopicName": f"topic{short_uid()}"},
-    )
-
-    with pytest.raises(botocore.exceptions.ClientError) as ex:
-        aws_client.cloudformation.describe_stack_resource(
-            StackName=stack.stack_name, LogicalResourceId="NonExistentResource"
-        )
-
-    snapshot.add_transformer(snapshot.transform.regex(stack.stack_name, "<stack-name>"))
-    snapshot.match("Error", ex.value.response)
-
-
-@markers.aws.validated
-def test_no_parameters_given(aws_client, deploy_cfn_template, snapshot):
-    template_path = os.path.join(
-        os.path.dirname(__file__), "../../../../../templates/ssm_parameter_defaultname.yaml"
-    )
-    with pytest.raises(ClientError) as exc_info:
-        deploy_cfn_template(template_path=template_path)
-    snapshot.match("deploy-error", exc_info.value)
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.snapshot.json b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.snapshot.json
deleted file mode 100644
index 63ac9b9c14b57..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.snapshot.json
+++ /dev/null
@@ -1,2296 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py::TestStacksApi::test_stack_description_special_chars": {
-    "recorded-date": "05-08-2022, 13:03:43",
-    "recorded-content": {
-      "describe_stack": {
-        "Capabilities": [
-          "CAPABILITY_AUTO_EXPAND",
-          "CAPABILITY_IAM",
-          "CAPABILITY_NAMED_IAM"
-        ],
-        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
-        "CreationTime": "datetime",
-        "Description": "test <env>.test.net",
-        "DisableRollback": false,
-        "DriftInformation": {
-          "StackDriftStatus": "NOT_CHECKED"
-        },
-        "EnableTerminationProtection": false,
-        "LastUpdatedTime": "datetime",
-        "NotificationARNs": [],
-        "RollbackConfiguration": {},
-        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-        "StackName": "<stack-name:1>",
-        "StackStatus": "CREATE_COMPLETE",
-        "Tags": []
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py::TestStacksApi::test_stack_update_resources": {
-    "recorded-date": "30-08-2022, 00:13:26",
-    "recorded-content": {
-      "stack_created": {
-        "Capabilities": [
-          "CAPABILITY_AUTO_EXPAND",
-          "CAPABILITY_IAM",
-          "CAPABILITY_NAMED_IAM"
-        ],
-        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
-        "CreationTime": "datetime",
-        "DisableRollback": false,
-        "DriftInformation": {
-          "StackDriftStatus": "NOT_CHECKED"
-        },
-        "EnableTerminationProtection": false,
-        "LastUpdatedTime": "datetime",
-        "NotificationARNs": [],
-        "Parameters": [
-          {
-            "ParameterKey": "ApiName",
-            "ParameterValue": "test_12395eb4"
-          }
-        ],
-        "RollbackConfiguration": {},
-        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-        "StackName": "<stack-name:1>",
-        "StackStatus": "CREATE_COMPLETE",
-        "Tags": []
-      },
-      "stack_updated": {
-        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
-        "CreationTime": "datetime",
-        "DisableRollback": false,
-        "DriftInformation": {
-          "StackDriftStatus": "NOT_CHECKED"
-        },
-        "EnableTerminationProtection": false,
-        "LastUpdatedTime": "datetime",
-        "NotificationARNs": [],
-        "Parameters": [
-          {
-            "ParameterKey": "ApiName",
-            "ParameterValue": "test_5a3df175"
-          }
-        ],
-        "RollbackConfiguration": {},
-        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-        "StackName": "<stack-name:1>",
-        "StackStatus": "UPDATE_COMPLETE",
-        "Tags": []
-      },
-      "stack_resources": {
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        },
-        "StackResources": [
-          {
-            "DriftInformation": {
-              "StackResourceDriftStatus": "NOT_CHECKED"
-            },
-            "LogicalResourceId": "Api",
-            "PhysicalResourceId": "<physical-resource-id:1>",
-            "ResourceStatus": "UPDATE_COMPLETE",
-            "ResourceType": "AWS::ApiGateway::RestApi",
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-            "StackName": "<stack-name:1>",
-            "Timestamp": "timestamp"
-          },
-          {
-            "DriftInformation": {
-              "StackResourceDriftStatus": "NOT_CHECKED"
-            },
-            "LogicalResourceId": "Bucket",
-            "PhysicalResourceId": "<stack-name:1>-bucket-10xf2vf1pqap8",
-            "ResourceStatus": "CREATE_COMPLETE",
-            "ResourceType": "AWS::S3::Bucket",
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-            "StackName": "<stack-name:1>",
-            "Timestamp": "timestamp"
-          }
-        ]
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py::TestStacksApi::test_list_events_after_deployment": {
-    "recorded-date": "05-10-2022, 13:33:55",
-    "recorded-content": {
-      "events": {
-        "StackEvents": [
-          {
-            "EventId": "<uuid:1>",
-            "LogicalResourceId": "<stack-name:1>",
-            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-            "ResourceStatus": "REVIEW_IN_PROGRESS",
-            "ResourceStatusReason": "User Initiated",
-            "ResourceType": "AWS::CloudFormation::Stack",
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-            "StackName": "<stack-name:1>",
-            "Timestamp": "timestamp"
-          },
-          {
-            "EventId": "<uuid:2>",
-            "LogicalResourceId": "<stack-name:1>",
-            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-            "ResourceStatus": "CREATE_IN_PROGRESS",
-            "ResourceStatusReason": "User Initiated",
-            "ResourceType": "AWS::CloudFormation::Stack",
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-            "StackName": "<stack-name:1>",
-            "Timestamp": "timestamp"
-          },
-          {
-            "EventId": "topic123-CREATE_IN_PROGRESS-date",
-            "LogicalResourceId": "topic123",
-            "PhysicalResourceId": "",
-            "ResourceProperties": {
-              "TopicName": "<resource:2>"
-            },
-            "ResourceStatus": "CREATE_IN_PROGRESS",
-            "ResourceType": "AWS::SNS::Topic",
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-            "StackName": "<stack-name:1>",
-            "Timestamp": "timestamp"
-          },
-          {
-            "EventId": "topic123-CREATE_IN_PROGRESS-date",
-            "LogicalResourceId": "topic123",
-            "PhysicalResourceId": "arn:<partition>:sns:<region>:111111111111:<resource:2>",
-            "ResourceProperties": {
-              "TopicName": "<resource:2>"
-            },
-            "ResourceStatus": "CREATE_IN_PROGRESS",
-            "ResourceStatusReason": "Resource creation Initiated",
-            "ResourceType": "AWS::SNS::Topic",
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-            "StackName": "<stack-name:1>",
-            "Timestamp": "timestamp"
-          },
-          {
-            "EventId": "topic123-CREATE_COMPLETE-date",
-            "LogicalResourceId": "topic123",
-            "PhysicalResourceId": "arn:<partition>:sns:<region>:111111111111:<resource:2>",
-            "ResourceProperties": {
-              "TopicName": "<resource:2>"
-            },
-            "ResourceStatus": "CREATE_COMPLETE",
-            "ResourceType": "AWS::SNS::Topic",
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-            "StackName": "<stack-name:1>",
-            "Timestamp": "timestamp"
-          },
-          {
-            "EventId": "<uuid:3>",
-            "LogicalResourceId": "<stack-name:1>",
-            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-            "ResourceStatus": "CREATE_COMPLETE",
-            "ResourceType": "AWS::CloudFormation::Stack",
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-            "StackName": "<stack-name:1>",
-            "Timestamp": "timestamp"
-          }
-        ],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py::TestStacksApi::test_stack_lifecycle": {
-    "recorded-date": "28-11-2023, 13:24:40",
-    "recorded-content": {
-      "creation": {
-        "Capabilities": [
-          "CAPABILITY_AUTO_EXPAND",
-          "CAPABILITY_IAM",
-          "CAPABILITY_NAMED_IAM"
-        ],
-        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
-        "CreationTime": "datetime",
-        "DisableRollback": false,
-        "DriftInformation": {
-          "StackDriftStatus": "NOT_CHECKED"
-        },
-        "EnableTerminationProtection": false,
-        "LastUpdatedTime": "datetime",
-        "NotificationARNs": [],
-        "Parameters": [
-          {
-            "ParameterKey": "ApiName",
-            "ParameterValue": "<parameter-value:1>"
-          }
-        ],
-        "RollbackConfiguration": {},
-        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-        "StackName": "<stack-name:1>",
-        "StackStatus": "CREATE_COMPLETE",
-        "Tags": []
-      },
-      "update": {
-        "Capabilities": [
-          "CAPABILITY_AUTO_EXPAND",
-          "CAPABILITY_IAM",
-          "CAPABILITY_NAMED_IAM"
-        ],
-        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
-        "CreationTime": "datetime",
-        "DisableRollback": false,
-        "DriftInformation": {
-          "StackDriftStatus": "NOT_CHECKED"
-        },
-        "EnableTerminationProtection": false,
-        "LastUpdatedTime": "datetime",
-        "NotificationARNs": [],
-        "Parameters": [
-          {
-            "ParameterKey": "ApiName",
-            "ParameterValue": "<parameter-value:2>"
-          }
-        ],
-        "RollbackConfiguration": {},
-        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-        "StackName": "<stack-name:1>",
-        "StackStatus": "UPDATE_COMPLETE",
-        "Tags": []
-      },
-      "describe_deleted_by_name_exc": {
-        "Error": {
-          "Code": "ValidationError",
-          "Message": "Stack with id <stack-name:1> does not exist",
-          "Type": "Sender"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 400
-        }
-      },
-      "deleted": {
-        "Capabilities": [
-          "CAPABILITY_AUTO_EXPAND",
-          "CAPABILITY_IAM",
-          "CAPABILITY_NAMED_IAM"
-        ],
-        "CreationTime": "datetime",
-        "DeletionTime": "datetime",
-        "DisableRollback": false,
-        "DriftInformation": {
-          "StackDriftStatus": "NOT_CHECKED"
-        },
-        "LastUpdatedTime": "datetime",
-        "NotificationARNs": [],
-        "Parameters": [
-          {
-            "ParameterKey": "ApiName",
-            "ParameterValue": "<parameter-value:2>"
-          }
-        ],
-        "RollbackConfiguration": {},
-        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-        "StackName": "<stack-name:1>",
-        "StackStatus": "DELETE_COMPLETE",
-        "Tags": []
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py::test_linting_error_during_creation": {
-    "recorded-date": "11-11-2022, 08:10:14",
-    "recorded-content": {
-      "error": {
-        "Error": {
-          "Code": "ValidationError",
-          "Message": "Template format error: Any Resources member must be an object.",
-          "Type": "Sender"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 400
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py::test_updating_an_updated_stack_sets_status": {
-    "recorded-date": "02-12-2022, 11:19:41",
-    "recorded-content": {
-      "describe-result": {
-        "Stacks": [
-          {
-            "Capabilities": [
-              "CAPABILITY_AUTO_EXPAND",
-              "CAPABILITY_IAM",
-              "CAPABILITY_NAMED_IAM"
-            ],
-            "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
-            "CreationTime": "datetime",
-            "DisableRollback": false,
-            "DriftInformation": {
-              "StackDriftStatus": "NOT_CHECKED"
-            },
-            "EnableTerminationProtection": false,
-            "LastUpdatedTime": "datetime",
-            "NotificationARNs": [],
-            "Parameters": [
-              {
-                "ParameterKey": "Topic2Name",
-                "ParameterValue": "topic-2"
-              },
-              {
-                "ParameterKey": "Topic1Name",
-                "ParameterValue": "topic-1"
-              },
-              {
-                "ParameterKey": "Topic3Name",
-                "ParameterValue": "topic-3"
-              }
-            ],
-            "RollbackConfiguration": {},
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-            "StackName": "<stack-name:1>",
-            "StackStatus": "UPDATE_COMPLETE",
-            "Tags": []
-          }
-        ],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py::test_update_termination_protection": {
-    "recorded-date": "04-01-2023, 16:23:22",
-    "recorded-content": {
-      "describe-stack-1": {
-        "Stacks": [
-          {
-            "Capabilities": [
-              "CAPABILITY_AUTO_EXPAND",
-              "CAPABILITY_IAM",
-              "CAPABILITY_NAMED_IAM"
-            ],
-            "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
-            "CreationTime": "datetime",
-            "DisableRollback": false,
-            "DriftInformation": {
-              "StackDriftStatus": "NOT_CHECKED"
-            },
-            "EnableTerminationProtection": true,
-            "LastUpdatedTime": "datetime",
-            "NotificationARNs": [],
-            "Parameters": [
-              {
-                "ParameterKey": "ApiName",
-                "ParameterValue": "<parameter-value:1>"
-              }
-            ],
-            "RollbackConfiguration": {},
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-            "StackName": "<stack-name:1>",
-            "StackStatus": "CREATE_COMPLETE",
-            "Tags": []
-          }
-        ],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "describe-stack-2": {
-        "Stacks": [
-          {
-            "Capabilities": [
-              "CAPABILITY_AUTO_EXPAND",
-              "CAPABILITY_IAM",
-              "CAPABILITY_NAMED_IAM"
-            ],
-            "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
-            "CreationTime": "datetime",
-            "DisableRollback": false,
-            "DriftInformation": {
-              "StackDriftStatus": "NOT_CHECKED"
-            },
-            "EnableTerminationProtection": false,
-            "LastUpdatedTime": "datetime",
-            "NotificationARNs": [],
-            "Parameters": [
-              {
-                "ParameterKey": "ApiName",
-                "ParameterValue": "<parameter-value:1>"
-              }
-            ],
-            "RollbackConfiguration": {},
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-            "StackName": "<stack-name:1>",
-            "StackStatus": "CREATE_COMPLETE",
-            "Tags": []
-          }
-        ],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py::test_events_resource_types": {
-    "recorded-date": "15-02-2023, 10:46:53",
-    "recorded-content": {
-      "resource_types": [
-        "AWS::CloudFormation::Stack",
-        "AWS::SNS::Subscription",
-        "AWS::SNS::Topic",
-        "AWS::SQS::Queue",
-        "AWS::SQS::QueuePolicy"
-      ]
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py::TestStacksApi::test_stack_name_creation": {
-    "recorded-date": "19-04-2023, 12:44:47",
-    "recorded-content": {
-      "stack_response": {
-        "Error": {
-          "Code": "ValidationError",
-          "Message": "1 validation error detected: Value '*@da591fa3_$' at 'stackName' failed to satisfy constraint: Member must satisfy regular expression pattern: [a-zA-Z][-a-zA-Z0-9]*|arn:[-a-zA-Z0-9:/._+]*",
-          "Type": "Sender"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 400
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py::test_blocked_stack_deletion": {
-    "recorded-date": "06-09-2023, 11:01:18",
-    "recorded-content": {
-      "stack_post_create": {
-        "Stacks": [
-          {
-            "Capabilities": [
-              "CAPABILITY_NAMED_IAM"
-            ],
-            "CreationTime": "datetime",
-            "DeletionTime": "datetime",
-            "DisableRollback": false,
-            "DriftInformation": {
-              "StackDriftStatus": "NOT_CHECKED"
-            },
-            "EnableTerminationProtection": false,
-            "NotificationARNs": [],
-            "Parameters": [
-              {
-                "ParameterKey": "Name",
-                "ParameterValue": "<policy-name>"
-              }
-            ],
-            "RollbackConfiguration": {},
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-            "StackName": "<stack-name:1>",
-            "StackStatus": "ROLLBACK_FAILED",
-            "StackStatusReason": "The following resource(s) failed to delete: [BrokenPolicy]. ",
-            "Tags": []
-          }
-        ],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "stack_post_fail_delete": {
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-          {
-            "Capabilities": [
-              "CAPABILITY_NAMED_IAM"
-            ],
-            "CreationTime": "datetime",
-            "DeletionTime": "datetime",
-            "DisableRollback": false,
-            "DriftInformation": {
-              "StackDriftStatus": "NOT_CHECKED"
-            },
-            "EnableTerminationProtection": false,
-            "NotificationARNs": [],
-            "Parameters": [
-              {
-                "ParameterKey": "Name",
-                "ParameterValue": "<policy-name>"
-              }
-            ],
-            "RollbackConfiguration": {},
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-            "StackName": "<stack-name:1>",
-            "StackStatus": "DELETE_FAILED",
-            "StackStatusReason": "The following resource(s) failed to delete: [BrokenPolicy]. ",
-            "Tags": []
-          }
-        ],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "stack_post_success_delete": {
-        "Stacks": [
-          {
-            "Capabilities": [
-              "CAPABILITY_NAMED_IAM"
-            ],
-            "CreationTime": "datetime",
-            "DeletionTime": "datetime",
-            "DisableRollback": false,
-            "DriftInformation": {
-              "StackDriftStatus": "NOT_CHECKED"
-            },
-            "NotificationARNs": [],
-            "Parameters": [
-              {
-                "ParameterKey": "Name",
-                "ParameterValue": "<policy-name>"
-              }
-            ],
-            "RollbackConfiguration": {},
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-            "StackName": "<stack-name:1>",
-            "StackStatus": "DELETE_COMPLETE",
-            "Tags": []
-          }
-        ],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "stack_events": {
-        "StackEvents": [
-          {
-            "EventId": "<uuid:1>",
-            "LogicalResourceId": "<stack-name:1>",
-            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-            "ResourceStatus": "DELETE_COMPLETE",
-            "ResourceType": "AWS::CloudFormation::Stack",
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-            "StackName": "<stack-name:1>",
-            "Timestamp": "timestamp"
-          },
-          {
-            "EventId": "BrokenPolicy-DELETE_SKIPPED-date",
-            "LogicalResourceId": "BrokenPolicy",
-            "PhysicalResourceId": "<physical-resource-id:2>",
-            "ResourceProperties": {
-              "PolicyName": "<policy-name>",
-              "PolicyDocument": {
-                "Version": "2012-10-17",
-                "Statement": [
-                  {
-                    "Action": "*",
-                    "Resource": "*",
-                    "Effect": "Allow"
-                  }
-                ]
-              }
-            },
-            "ResourceStatus": "DELETE_SKIPPED",
-            "ResourceType": "AWS::IAM::Policy",
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-            "StackName": "<stack-name:1>",
-            "Timestamp": "timestamp"
-          },
-          {
-            "EventId": "<uuid:2>",
-            "LogicalResourceId": "<stack-name:1>",
-            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-            "ResourceStatus": "DELETE_IN_PROGRESS",
-            "ResourceStatusReason": "resource-status-reason",
-            "ResourceType": "AWS::CloudFormation::Stack",
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-            "StackName": "<stack-name:1>",
-            "Timestamp": "timestamp"
-          },
-          {
-            "EventId": "<uuid:3>",
-            "LogicalResourceId": "<stack-name:1>",
-            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-            "ResourceStatus": "DELETE_FAILED",
-            "ResourceStatusReason": "resource-status-reason",
-            "ResourceType": "AWS::CloudFormation::Stack",
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-            "StackName": "<stack-name:1>",
-            "Timestamp": "timestamp"
-          },
-          {
-            "EventId": "BrokenPolicy-DELETE_FAILED-date",
-            "LogicalResourceId": "BrokenPolicy",
-            "PhysicalResourceId": "<physical-resource-id:2>",
-            "ResourceProperties": {
-              "PolicyName": "<policy-name>",
-              "PolicyDocument": {
-                "Version": "2012-10-17",
-                "Statement": [
-                  {
-                    "Action": "*",
-                    "Resource": "*",
-                    "Effect": "Allow"
-                  }
-                ]
-              }
-            },
-            "ResourceStatus": "DELETE_FAILED",
-            "ResourceStatusReason": "resource-status-reason",
-            "ResourceType": "AWS::IAM::Policy",
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-            "StackName": "<stack-name:1>",
-            "Timestamp": "timestamp"
-          },
-          {
-            "EventId": "BrokenPolicy-DELETE_IN_PROGRESS-date",
-            "LogicalResourceId": "BrokenPolicy",
-            "PhysicalResourceId": "<physical-resource-id:2>",
-            "ResourceProperties": {
-              "PolicyName": "<policy-name>",
-              "PolicyDocument": {
-                "Version": "2012-10-17",
-                "Statement": [
-                  {
-                    "Action": "*",
-                    "Resource": "*",
-                    "Effect": "Allow"
-                  }
-                ]
-              }
-            },
-            "ResourceStatus": "DELETE_IN_PROGRESS",
-            "ResourceType": "AWS::IAM::Policy",
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-            "StackName": "<stack-name:1>",
-            "Timestamp": "timestamp"
-          },
-          {
-            "EventId": "<uuid:4>",
-            "LogicalResourceId": "<stack-name:1>",
-            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-            "ResourceStatus": "DELETE_IN_PROGRESS",
-            "ResourceStatusReason": "resource-status-reason",
-            "ResourceType": "AWS::CloudFormation::Stack",
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-            "StackName": "<stack-name:1>",
-            "Timestamp": "timestamp"
-          },
-          {
-            "EventId": "<uuid:5>",
-            "LogicalResourceId": "<stack-name:1>",
-            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-            "ResourceStatus": "ROLLBACK_FAILED",
-            "ResourceStatusReason": "resource-status-reason",
-            "ResourceType": "AWS::CloudFormation::Stack",
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-            "StackName": "<stack-name:1>",
-            "Timestamp": "timestamp"
-          },
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-          "StackName": "<stack-name:1>",
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-          "Timestamp": "timestamp",
-          "ResourceStatus": "DELETE_COMPLETE",
-          "ResourceProperties": {
-            "Type": "String",
-            "Value": "root"
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-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py::test_stack_deploy_order[C-A-B]": {
-    "recorded-date": "29-05-2024, 11:45:31",
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-          "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
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-          "StackName": "<stack-name:1>",
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-          "PhysicalResourceId": "CFN-A-BFvOY1qz1Osv",
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-            "Type": "String",
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-          "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-          "EventId": "<event-id:3>",
-          "StackName": "<stack-name:1>",
-          "LogicalResourceId": "C",
-          "PhysicalResourceId": "CFN-C-ki0TLXKJfPgN",
-          "ResourceType": "AWS::SSM::Parameter",
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-          "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
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-          "StackName": "<stack-name:1>",
-          "LogicalResourceId": "C",
-          "PhysicalResourceId": "CFN-C-ki0TLXKJfPgN",
-          "ResourceType": "AWS::SSM::Parameter",
-          "Timestamp": "timestamp",
-          "ResourceStatus": "DELETE_COMPLETE",
-          "ResourceProperties": {
-            "Type": "String",
-            "Value": "CFN-B-qCiX6NdW4hEt"
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-          "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-          "EventId": "<event-id:5>",
-          "StackName": "<stack-name:1>",
-          "LogicalResourceId": "B",
-          "PhysicalResourceId": "CFN-B-qCiX6NdW4hEt",
-          "ResourceType": "AWS::SSM::Parameter",
-          "Timestamp": "timestamp",
-          "ResourceStatus": "DELETE_COMPLETE",
-          "ResourceProperties": {
-            "Type": "String",
-            "Value": "CFN-A-BFvOY1qz1Osv"
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-          "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
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-          "StackName": "<stack-name:1>",
-          "LogicalResourceId": "A",
-          "PhysicalResourceId": "CFN-A-BFvOY1qz1Osv",
-          "ResourceType": "AWS::SSM::Parameter",
-          "Timestamp": "timestamp",
-          "ResourceStatus": "DELETE_COMPLETE",
-          "ResourceProperties": {
-            "Type": "String",
-            "Value": "root"
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-    "recorded-date": "29-05-2024, 11:45:50",
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-          "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
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-          "StackName": "<stack-name:1>",
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-          "PhysicalResourceId": "CFN-A-LQadBXOC2eGc",
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-          "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
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-          "StackName": "<stack-name:1>",
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-          "PhysicalResourceId": "CFN-B-p6Hy6dxQCfjl",
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-            "Type": "String",
-            "Value": "CFN-A-LQadBXOC2eGc"
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-          "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
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-          "StackName": "<stack-name:1>",
-          "LogicalResourceId": "C",
-          "PhysicalResourceId": "CFN-C-YYmzIb8agve7",
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-          "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
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-          "StackName": "<stack-name:1>",
-          "LogicalResourceId": "C",
-          "PhysicalResourceId": "CFN-C-YYmzIb8agve7",
-          "ResourceType": "AWS::SSM::Parameter",
-          "Timestamp": "timestamp",
-          "ResourceStatus": "DELETE_COMPLETE",
-          "ResourceProperties": {
-            "Type": "String",
-            "Value": "CFN-B-p6Hy6dxQCfjl"
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-          "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
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-          "StackName": "<stack-name:1>",
-          "LogicalResourceId": "B",
-          "PhysicalResourceId": "CFN-B-p6Hy6dxQCfjl",
-          "ResourceType": "AWS::SSM::Parameter",
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-            "Type": "String",
-            "Value": "CFN-A-LQadBXOC2eGc"
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-        },
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-          "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-          "EventId": "<event-id:6>",
-          "StackName": "<stack-name:1>",
-          "LogicalResourceId": "A",
-          "PhysicalResourceId": "CFN-A-LQadBXOC2eGc",
-          "ResourceType": "AWS::SSM::Parameter",
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-          "ResourceProperties": {
-            "Type": "String",
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-    "recorded-date": "19-12-2024, 11:35:19",
-    "recorded-content": {
-      "describe_stacks": {
-        "Stacks": [
-          {
-            "Capabilities": [
-              "CAPABILITY_AUTO_EXPAND",
-              "CAPABILITY_IAM",
-              "CAPABILITY_NAMED_IAM"
-            ],
-            "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
-            "CreationTime": "datetime",
-            "DisableRollback": false,
-            "DriftInformation": {
-              "StackDriftStatus": "NOT_CHECKED"
-            },
-            "EnableTerminationProtection": false,
-            "LastUpdatedTime": "datetime",
-            "NotificationARNs": [],
-            "Outputs": [
-              {
-                "Description": "Secret value from parameter",
-                "OutputKey": "SecretValue",
-                "OutputValue": "SecretValue"
-              }
-            ],
-            "Parameters": [
-              {
-                "ParameterKey": "NormalParameter",
-                "ParameterValue": "Some default value here"
-              },
-              {
-                "ParameterKey": "SecretParameter",
-                "ParameterValue": "****"
-              },
-              {
-                "ParameterKey": "SecretParameterWithDefault",
-                "ParameterValue": "****"
-              }
-            ],
-            "RollbackConfiguration": {},
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-            "StackName": "<stack-name:1>",
-            "StackStatus": "CREATE_COMPLETE",
-            "Tags": []
-          }
-        ],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "describe_stack_resource_details_LocalBucket": {
-        "StackResourceDetail": {
-          "DriftInformation": {
-            "StackResourceDriftStatus": "NOT_CHECKED"
-          },
-          "LastUpdatedTimestamp": "timestamp",
-          "LogicalResourceId": "LocalBucket",
-          "Metadata": {
-            "SensitiveData": "SecretValue"
-          },
-          "PhysicalResourceId": "cfn-noecho-bucket",
-          "ResourceStatus": "CREATE_COMPLETE",
-          "ResourceType": "AWS::S3::Bucket",
-          "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-          "StackName": "<stack-name:1>"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "describe_updated_stacks": {
-        "Stacks": [
-          {
-            "Capabilities": [
-              "CAPABILITY_AUTO_EXPAND",
-              "CAPABILITY_IAM",
-              "CAPABILITY_NAMED_IAM"
-            ],
-            "CreationTime": "datetime",
-            "DisableRollback": false,
-            "DriftInformation": {
-              "StackDriftStatus": "NOT_CHECKED"
-            },
-            "EnableTerminationProtection": false,
-            "LastUpdatedTime": "datetime",
-            "NotificationARNs": [],
-            "Outputs": [
-              {
-                "Description": "Secret value from parameter",
-                "OutputKey": "SecretValue",
-                "OutputValue": "NewSecretValue1"
-              }
-            ],
-            "Parameters": [
-              {
-                "ParameterKey": "NormalParameter",
-                "ParameterValue": "Some default value here"
-              },
-              {
-                "ParameterKey": "SecretParameter",
-                "ParameterValue": "****"
-              },
-              {
-                "ParameterKey": "SecretParameterWithDefault",
-                "ParameterValue": "****"
-              }
-            ],
-            "RollbackConfiguration": {},
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-            "StackName": "<stack-name:1>",
-            "StackStatus": "UPDATE_COMPLETE",
-            "Tags": []
-          }
-        ],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "describe_updated_change_set": {
-        "Capabilities": [],
-        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
-        "ChangeSetName": "<change-set-name:1>",
-        "Changes": [
-          {
-            "ResourceChange": {
-              "Action": "Modify",
-              "Details": [
-                {
-                  "CausingEntity": "SecretParameter",
-                  "ChangeSource": "ParameterReference",
-                  "Evaluation": "Static",
-                  "Target": {
-                    "Attribute": "Metadata",
-                    "RequiresRecreation": "Never"
-                  }
-                },
-                {
-                  "CausingEntity": "SecretParameter",
-                  "ChangeSource": "ParameterReference",
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-                  "Target": {
-                    "Attribute": "Properties",
-                    "Name": "Tags",
-                    "RequiresRecreation": "Never"
-                  }
-                },
-                {
-                  "ChangeSource": "DirectModification",
-                  "Evaluation": "Dynamic",
-                  "Target": {
-                    "Attribute": "Metadata",
-                    "RequiresRecreation": "Never"
-                  }
-                },
-                {
-                  "ChangeSource": "DirectModification",
-                  "Evaluation": "Dynamic",
-                  "Target": {
-                    "Attribute": "Properties",
-                    "Name": "Tags",
-                    "RequiresRecreation": "Never"
-                  }
-                }
-              ],
-              "LogicalResourceId": "LocalBucket",
-              "PhysicalResourceId": "cfn-noecho-bucket",
-              "Replacement": "False",
-              "ResourceType": "AWS::S3::Bucket",
-              "Scope": [
-                "Metadata",
-                "Properties"
-              ]
-            },
-            "Type": "Resource"
-          }
-        ],
-        "CreationTime": "datetime",
-        "ExecutionStatus": "AVAILABLE",
-        "IncludeNestedStacks": false,
-        "NotificationARNs": [],
-        "Parameters": [
-          {
-            "ParameterKey": "NormalParameter",
-            "ParameterValue": "Some default value here"
-          },
-          {
-            "ParameterKey": "SecretParameter",
-            "ParameterValue": "****"
-          },
-          {
-            "ParameterKey": "SecretParameterWithDefault",
-            "ParameterValue": "****"
-          }
-        ],
-        "RollbackConfiguration": {},
-        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-        "StackName": "<stack-name:1>",
-        "Status": "CREATE_COMPLETE",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "describe_updated_stacks_change_set": {
-        "Stacks": [
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-            "Capabilities": [
-              "CAPABILITY_AUTO_EXPAND",
-              "CAPABILITY_IAM",
-              "CAPABILITY_NAMED_IAM"
-            ],
-            "CreationTime": "datetime",
-            "DisableRollback": false,
-            "DriftInformation": {
-              "StackDriftStatus": "NOT_CHECKED"
-            },
-            "EnableTerminationProtection": false,
-            "LastUpdatedTime": "datetime",
-            "NotificationARNs": [],
-            "Outputs": [
-              {
-                "Description": "Secret value from parameter",
-                "OutputKey": "SecretValue",
-                "OutputValue": "NewSecretValue1"
-              }
-            ],
-            "Parameters": [
-              {
-                "ParameterKey": "NormalParameter",
-                "ParameterValue": "Some default value here"
-              },
-              {
-                "ParameterKey": "SecretParameter",
-                "ParameterValue": "****"
-              },
-              {
-                "ParameterKey": "SecretParameterWithDefault",
-                "ParameterValue": "****"
-              }
-            ],
-            "RollbackConfiguration": {},
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-            "StackName": "<stack-name:1>",
-            "StackStatus": "UPDATE_COMPLETE",
-            "Tags": []
-          }
-        ],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "describe_updated_change_set_no_echo_true": {
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-        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:4>",
-        "ChangeSetName": "<change-set-name:2>",
-        "Changes": [
-          {
-            "ResourceChange": {
-              "Action": "Modify",
-              "Details": [
-                {
-                  "CausingEntity": "SecretParameter",
-                  "ChangeSource": "ParameterReference",
-                  "Evaluation": "Static",
-                  "Target": {
-                    "Attribute": "Metadata",
-                    "RequiresRecreation": "Never"
-                  }
-                },
-                {
-                  "CausingEntity": "SecretParameter",
-                  "ChangeSource": "ParameterReference",
-                  "Evaluation": "Static",
-                  "Target": {
-                    "Attribute": "Properties",
-                    "Name": "Tags",
-                    "RequiresRecreation": "Never"
-                  }
-                },
-                {
-                  "ChangeSource": "DirectModification",
-                  "Evaluation": "Dynamic",
-                  "Target": {
-                    "Attribute": "Metadata",
-                    "RequiresRecreation": "Never"
-                  }
-                },
-                {
-                  "ChangeSource": "DirectModification",
-                  "Evaluation": "Dynamic",
-                  "Target": {
-                    "Attribute": "Properties",
-                    "Name": "Tags",
-                    "RequiresRecreation": "Never"
-                  }
-                }
-              ],
-              "LogicalResourceId": "LocalBucket",
-              "PhysicalResourceId": "cfn-noecho-bucket",
-              "Replacement": "False",
-              "ResourceType": "AWS::S3::Bucket",
-              "Scope": [
-                "Metadata",
-                "Properties"
-              ]
-            },
-            "Type": "Resource"
-          }
-        ],
-        "CreationTime": "datetime",
-        "ExecutionStatus": "AVAILABLE",
-        "IncludeNestedStacks": false,
-        "NotificationARNs": [],
-        "Parameters": [
-          {
-            "ParameterKey": "NormalParameter",
-            "ParameterValue": "Some default value here"
-          },
-          {
-            "ParameterKey": "SecretParameter",
-            "ParameterValue": "NewSecretValue2"
-          },
-          {
-            "ParameterKey": "SecretParameterWithDefault",
-            "ParameterValue": "****"
-          }
-        ],
-        "RollbackConfiguration": {},
-        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-        "StackName": "<stack-name:1>",
-        "Status": "CREATE_COMPLETE",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "describe_updated_stacks_no_echo_true": {
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-          {
-            "Capabilities": [
-              "CAPABILITY_AUTO_EXPAND",
-              "CAPABILITY_IAM",
-              "CAPABILITY_NAMED_IAM"
-            ],
-            "CreationTime": "datetime",
-            "DisableRollback": false,
-            "DriftInformation": {
-              "StackDriftStatus": "NOT_CHECKED"
-            },
-            "EnableTerminationProtection": false,
-            "LastUpdatedTime": "datetime",
-            "NotificationARNs": [],
-            "Outputs": [
-              {
-                "Description": "Secret value from parameter",
-                "OutputKey": "SecretValue",
-                "OutputValue": "NewSecretValue1"
-              }
-            ],
-            "Parameters": [
-              {
-                "ParameterKey": "NormalParameter",
-                "ParameterValue": "Some default value here"
-              },
-              {
-                "ParameterKey": "SecretParameter",
-                "ParameterValue": "****"
-              },
-              {
-                "ParameterKey": "SecretParameterWithDefault",
-                "ParameterValue": "****"
-              }
-            ],
-            "RollbackConfiguration": {},
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-            "StackName": "<stack-name:1>",
-            "StackStatus": "UPDATE_COMPLETE",
-            "Tags": []
-          }
-        ],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "describe_updated_change_set_no_echo_false": {
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-        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:5>",
-        "ChangeSetName": "<change-set-name:3>",
-        "Changes": [
-          {
-            "ResourceChange": {
-              "Action": "Modify",
-              "Details": [
-                {
-                  "CausingEntity": "SecretParameter",
-                  "ChangeSource": "ParameterReference",
-                  "Evaluation": "Static",
-                  "Target": {
-                    "Attribute": "Metadata",
-                    "RequiresRecreation": "Never"
-                  }
-                },
-                {
-                  "CausingEntity": "SecretParameter",
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-                  "Target": {
-                    "Attribute": "Properties",
-                    "Name": "Tags",
-                    "RequiresRecreation": "Never"
-                  }
-                },
-                {
-                  "ChangeSource": "DirectModification",
-                  "Evaluation": "Dynamic",
-                  "Target": {
-                    "Attribute": "Metadata",
-                    "RequiresRecreation": "Never"
-                  }
-                },
-                {
-                  "ChangeSource": "DirectModification",
-                  "Evaluation": "Dynamic",
-                  "Target": {
-                    "Attribute": "Properties",
-                    "Name": "Tags",
-                    "RequiresRecreation": "Never"
-                  }
-                }
-              ],
-              "LogicalResourceId": "LocalBucket",
-              "PhysicalResourceId": "cfn-noecho-bucket",
-              "Replacement": "False",
-              "ResourceType": "AWS::S3::Bucket",
-              "Scope": [
-                "Metadata",
-                "Properties"
-              ]
-            },
-            "Type": "Resource"
-          }
-        ],
-        "CreationTime": "datetime",
-        "ExecutionStatus": "AVAILABLE",
-        "IncludeNestedStacks": false,
-        "NotificationARNs": [],
-        "Parameters": [
-          {
-            "ParameterKey": "NormalParameter",
-            "ParameterValue": "Some default value here"
-          },
-          {
-            "ParameterKey": "SecretParameter",
-            "ParameterValue": "****"
-          },
-          {
-            "ParameterKey": "SecretParameterWithDefault",
-            "ParameterValue": "****"
-          }
-        ],
-        "RollbackConfiguration": {},
-        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-        "StackName": "<stack-name:1>",
-        "Status": "CREATE_COMPLETE",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "describe_updated_stacks_no_echo_false": {
-        "Stacks": [
-          {
-            "Capabilities": [
-              "CAPABILITY_AUTO_EXPAND",
-              "CAPABILITY_IAM",
-              "CAPABILITY_NAMED_IAM"
-            ],
-            "CreationTime": "datetime",
-            "DisableRollback": false,
-            "DriftInformation": {
-              "StackDriftStatus": "NOT_CHECKED"
-            },
-            "EnableTerminationProtection": false,
-            "LastUpdatedTime": "datetime",
-            "NotificationARNs": [],
-            "Outputs": [
-              {
-                "Description": "Secret value from parameter",
-                "OutputKey": "SecretValue",
-                "OutputValue": "NewSecretValue1"
-              }
-            ],
-            "Parameters": [
-              {
-                "ParameterKey": "NormalParameter",
-                "ParameterValue": "Some default value here"
-              },
-              {
-                "ParameterKey": "SecretParameter",
-                "ParameterValue": "****"
-              },
-              {
-                "ParameterKey": "SecretParameterWithDefault",
-                "ParameterValue": "****"
-              }
-            ],
-            "RollbackConfiguration": {},
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-            "StackName": "<stack-name:1>",
-            "StackStatus": "UPDATE_COMPLETE",
-            "Tags": []
-          }
-        ],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py::TestStacksApi::test_get_template_using_changesets[yaml]": {
-    "recorded-date": "02-01-2025, 19:08:41",
-    "recorded-content": {
-      "template_original": {
-        "StagesAvailable": [
-          "Original",
-          "Processed"
-        ],
-        "TemplateBody": "Resources:\n  topic69831491:\n    Type: AWS::SNS::Topic\nOutputs:\n  TopicName:\n    Value:\n      Fn::GetAtt:\n        - topic69831491\n        - TopicName\n",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "template_processed": {
-        "StagesAvailable": [
-          "Original",
-          "Processed"
-        ],
-        "TemplateBody": "Resources:\n  topic69831491:\n    Type: AWS::SNS::Topic\nOutputs:\n  TopicName:\n    Value:\n      Fn::GetAtt:\n        - topic69831491\n        - TopicName\n",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py::TestStacksApi::test_get_template_using_changesets[json]": {
-    "recorded-date": "02-01-2025, 19:09:40",
-    "recorded-content": {
-      "template_original": {
-        "StagesAvailable": [
-          "Original",
-          "Processed"
-        ],
-        "TemplateBody": {
-          "Outputs": {
-            "TopicName": {
-              "Value": {
-                "Fn::GetAtt": [
-                  "topic69831491",
-                  "TopicName"
-                ]
-              }
-            }
-          },
-          "Resources": {
-            "topic69831491": {
-              "Type": "AWS::SNS::Topic"
-            }
-          }
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "template_processed": {
-        "StagesAvailable": [
-          "Original",
-          "Processed"
-        ],
-        "TemplateBody": {
-          "Outputs": {
-            "TopicName": {
-              "Value": {
-                "Fn::GetAtt": [
-                  "topic69831491",
-                  "TopicName"
-                ]
-              }
-            }
-          },
-          "Resources": {
-            "topic69831491": {
-              "Type": "AWS::SNS::Topic"
-            }
-          }
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py::TestStacksApi::test_get_template_using_create_stack[yaml]": {
-    "recorded-date": "02-01-2025, 19:11:14",
-    "recorded-content": {
-      "template_original": {
-        "StagesAvailable": [
-          "Original",
-          "Processed"
-        ],
-        "TemplateBody": "Resources:\n  topic69831491:\n    Type: AWS::SNS::Topic\nOutputs:\n  TopicName:\n    Value:\n      Fn::GetAtt:\n        - topic69831491\n        - TopicName\n",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "template_processed": {
-        "StagesAvailable": [
-          "Original",
-          "Processed"
-        ],
-        "TemplateBody": "Resources:\n  topic69831491:\n    Type: AWS::SNS::Topic\nOutputs:\n  TopicName:\n    Value:\n      Fn::GetAtt:\n        - topic69831491\n        - TopicName\n",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py::TestStacksApi::test_get_template_using_create_stack[json]": {
-    "recorded-date": "02-01-2025, 19:11:20",
-    "recorded-content": {
-      "template_original": {
-        "StagesAvailable": [
-          "Original",
-          "Processed"
-        ],
-        "TemplateBody": {
-          "Outputs": {
-            "TopicName": {
-              "Value": {
-                "Fn::GetAtt": [
-                  "topic69831491",
-                  "TopicName"
-                ]
-              }
-            }
-          },
-          "Resources": {
-            "topic69831491": {
-              "Type": "AWS::SNS::Topic"
-            }
-          }
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "template_processed": {
-        "StagesAvailable": [
-          "Original",
-          "Processed"
-        ],
-        "TemplateBody": {
-          "Outputs": {
-            "TopicName": {
-              "Value": {
-                "Fn::GetAtt": [
-                  "topic69831491",
-                  "TopicName"
-                ]
-              }
-            }
-          },
-          "Resources": {
-            "topic69831491": {
-              "Type": "AWS::SNS::Topic"
-            }
-          }
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py::test_stack_resource_not_found": {
-    "recorded-date": "29-01-2025, 09:08:15",
-    "recorded-content": {
-      "Error": {
-        "Error": {
-          "Code": "ValidationError",
-          "Message": "Resource NonExistentResource does not exist for stack <stack-name>",
-          "Type": "Sender"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 400
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py::test_no_parameters_given": {
-    "recorded-date": "25-07-2025, 15:34:21",
-    "recorded-content": {
-      "deploy-error": "An error occurred (ValidationError) when calling the CreateChangeSet operation: Parameters: [Input] must have values"
-    }
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.validation.json b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.validation.json
deleted file mode 100644
index fc5d362607d93..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.validation.json
+++ /dev/null
@@ -1,140 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py::TestStacksApi::test_failure_options_for_stack_update[False-2]": {
-    "last_validated_date": "2024-06-25T17:21:51+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py::TestStacksApi::test_failure_options_for_stack_update[True-1]": {
-    "last_validated_date": "2024-06-25T17:22:31+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py::TestStacksApi::test_get_template[json]": {
-    "last_validated_date": "2022-08-11T08:55:35+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py::TestStacksApi::test_get_template[yaml]": {
-    "last_validated_date": "2022-08-11T08:55:10+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py::TestStacksApi::test_get_template_using_changesets[json]": {
-    "last_validated_date": "2025-01-02T19:09:40+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py::TestStacksApi::test_get_template_using_changesets[yaml]": {
-    "last_validated_date": "2025-01-02T19:08:41+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py::TestStacksApi::test_get_template_using_create_stack[json]": {
-    "last_validated_date": "2025-01-02T19:11:20+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py::TestStacksApi::test_get_template_using_create_stack[yaml]": {
-    "last_validated_date": "2025-01-02T19:11:14+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py::TestStacksApi::test_list_events_after_deployment": {
-    "last_validated_date": "2022-10-05T11:33:55+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py::TestStacksApi::test_stack_description_special_chars": {
-    "last_validated_date": "2022-08-05T11:03:43+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py::TestStacksApi::test_stack_lifecycle": {
-    "last_validated_date": "2023-11-28T12:24:40+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py::TestStacksApi::test_stack_name_creation": {
-    "last_validated_date": "2023-04-19T10:44:47+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py::TestStacksApi::test_stack_update_resources": {
-    "last_validated_date": "2022-08-29T22:13:26+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py::TestStacksApi::test_update_stack_with_same_template_withoutchange": {
-    "last_validated_date": "2024-05-07T08:35:29+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py::TestStacksApi::test_update_stack_with_same_template_withoutchange_transformation": {
-    "last_validated_date": "2024-05-07T09:26:39+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py::test_blocked_stack_deletion": {
-    "last_validated_date": "2023-09-06T09:01:18+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py::test_describe_stack_events_errors": {
-    "last_validated_date": "2024-03-26T17:54:41+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py::test_events_resource_types": {
-    "last_validated_date": "2023-02-15T09:46:53+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py::test_linting_error_during_creation": {
-    "last_validated_date": "2022-11-11T07:10:14+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py::test_name_conflicts": {
-    "last_validated_date": "2024-03-26T17:59:43+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py::test_no_echo_parameter": {
-    "last_validated_date": "2024-12-19T11:35:15+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py::test_no_parameters_given": {
-    "last_validated_date": "2025-07-25T15:34:21+00:00",
-    "durations_in_seconds": {
-      "setup": 1.24,
-      "call": 0.3,
-      "teardown": 0.0,
-      "total": 1.54
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py::test_stack_deploy_order2": {
-    "last_validated_date": "2024-05-21T09:48:14+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py::test_stack_deploy_order2[A-B-C]": {
-    "last_validated_date": "2024-05-21T10:00:44+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py::test_stack_deploy_order2[A-C-B]": {
-    "last_validated_date": "2024-05-21T10:01:07+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py::test_stack_deploy_order2[B-A-C]": {
-    "last_validated_date": "2024-05-21T10:01:29+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py::test_stack_deploy_order2[B-C-A]": {
-    "last_validated_date": "2024-05-21T10:01:50+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py::test_stack_deploy_order2[C-A-B]": {
-    "last_validated_date": "2024-05-21T10:02:11+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py::test_stack_deploy_order2[C-B-A]": {
-    "last_validated_date": "2024-05-21T10:02:33+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py::test_stack_deploy_order2[deploy_order0]": {
-    "last_validated_date": "2024-05-21T09:49:59+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py::test_stack_deploy_order2[deploy_order1]": {
-    "last_validated_date": "2024-05-21T09:50:22+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py::test_stack_deploy_order2[deploy_order2]": {
-    "last_validated_date": "2024-05-21T09:50:44+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py::test_stack_deploy_order2[deploy_order3]": {
-    "last_validated_date": "2024-05-21T09:51:07+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py::test_stack_deploy_order2[deploy_order4]": {
-    "last_validated_date": "2024-05-21T09:51:28+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py::test_stack_deploy_order2[deploy_order5]": {
-    "last_validated_date": "2024-05-21T09:51:51+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py::test_stack_deploy_order[A-B-C]": {
-    "last_validated_date": "2024-05-29T11:44:14+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py::test_stack_deploy_order[A-C-B]": {
-    "last_validated_date": "2024-05-29T11:44:32+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py::test_stack_deploy_order[B-A-C]": {
-    "last_validated_date": "2024-05-29T11:44:51+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py::test_stack_deploy_order[B-C-A]": {
-    "last_validated_date": "2024-05-29T11:45:12+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py::test_stack_deploy_order[C-A-B]": {
-    "last_validated_date": "2024-05-29T11:45:31+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py::test_stack_deploy_order[C-B-A]": {
-    "last_validated_date": "2024-05-29T11:45:50+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py::test_stack_resource_not_found": {
-    "last_validated_date": "2025-01-29T09:08:15+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py::test_update_termination_protection": {
-    "last_validated_date": "2023-01-04T15:23:22+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_stacks.py::test_updating_an_updated_stack_sets_status": {
-    "last_validated_date": "2022-12-02T10:19:41+00:00"
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_templates.py b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_templates.py
deleted file mode 100644
index fbfe9d191a009..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_templates.py
+++ /dev/null
@@ -1,124 +0,0 @@
-import contextlib
-import os
-import textwrap
-
-import pytest
-from botocore.exceptions import ClientError
-
-from localstack.services.cloudformation.v2.utils import is_v2_engine
-from localstack.testing.aws.util import is_aws_cloud
-from localstack.testing.pytest import markers
-from localstack.utils.common import load_file
-from localstack.utils.strings import short_uid, to_bytes
-
-pytestmark = pytest.mark.skipif(
-    condition=not is_v2_engine() and not is_aws_cloud(),
-    reason="Only targeting the new engine",
-)
-
-
-@markers.aws.validated
-@markers.snapshot.skip_snapshot_verify(
-    paths=["$..ResourceIdentifierSummaries..ResourceIdentifiers", "$..Parameters"]
-)
-def test_get_template_summary(deploy_cfn_template, snapshot, aws_client):
-    snapshot.add_transformer(snapshot.transform.cloudformation_api())
-    snapshot.add_transformer(snapshot.transform.sns_api())
-
-    deployment = deploy_cfn_template(
-        template_path=os.path.join(
-            # This template has no parameters, and so shows the issue
-            os.path.dirname(__file__),
-            "../../../../../templates/sns_topic_simple.yaml",
-        )
-    )
-
-    res = aws_client.cloudformation.get_template_summary(StackName=deployment.stack_name)
-
-    snapshot.match("template-summary", res)
-
-
-@markers.aws.validated
-@pytest.mark.parametrize("url_style", ["s3_url", "http_path", "http_host", "http_invalid"])
-def test_create_stack_from_s3_template_url(
-    url_style, snapshot, s3_create_bucket, aws_client, cleanups
-):
-    topic_name = f"topic-{short_uid()}"
-    bucket_name = s3_create_bucket()
-    snapshot.add_transformer(snapshot.transform.regex(topic_name, "<topic_name>"))
-    snapshot.add_transformer(snapshot.transform.regex(bucket_name, "<bucket_name>"))
-
-    stack_name = f"s-{short_uid()}"
-    template = textwrap.dedent(
-        """
-    AWSTemplateFormatVersion: '2010-09-09'
-    Parameters:
-      TopicName:
-        Type: String
-    Resources:
-      topic123:
-        Type: AWS::SNS::Topic
-        Properties:
-          TopicName: !Ref TopicName
-    """
-    )
-
-    aws_client.s3.put_object(Bucket=bucket_name, Key="test/template.yml", Body=to_bytes(template))
-
-    match url_style:
-        case "s3_url":
-            template_url = f"s3://{bucket_name}/test/template.yml"
-        case "http_path":
-            template_url = f"https://s3.amazonaws.com/{bucket_name}/test/template.yml"
-        case "http_host":
-            template_url = f"https://{bucket_name}.s3.amazonaws.com/test/template.yml"
-        case "http_invalid":
-            # note: using an invalid (non-existing) URL here, but in fact all non-S3 HTTP URLs are invalid in real AWS
-            template_url = "https://example.com/dummy.yml"
-        case _:
-            raise Exception(f"Unexpected `url_style` parameter: {url_style}")
-
-    cleanups.append(lambda: aws_client.cloudformation.delete_stack(StackName=stack_name))
-
-    # deploy stack
-    error_expected = url_style in ["s3_url", "http_invalid"]
-    context_manager = pytest.raises(ClientError) if error_expected else contextlib.nullcontext()
-    with context_manager as ctx:
-        aws_client.cloudformation.create_stack(
-            StackName=stack_name,
-            TemplateURL=template_url,
-            Parameters=[{"ParameterKey": "TopicName", "ParameterValue": topic_name}],
-        )
-        aws_client.cloudformation.get_waiter("stack_create_complete").wait(StackName=stack_name)
-
-    # assert that either error was raised, or topic has been created
-    if error_expected:
-        snapshot.match("create-error", ctx.value.response)
-    else:
-        results = list(aws_client.sns.get_paginator("list_topics").paginate())
-        matching = [
-            t for res in results for t in res["Topics"] if t["TopicArn"].endswith(topic_name)
-        ]
-        snapshot.match("matching-topic", matching)
-
-
-@markers.aws.validated
-@markers.snapshot.skip_snapshot_verify(paths=["$..Parameters..DefaultValue"])
-def test_validate_template(aws_client, snapshot):
-    template = load_file(
-        os.path.join(os.path.dirname(__file__), "../../../../../templates/valid_template.json")
-    )
-
-    resp = aws_client.cloudformation.validate_template(TemplateBody=template)
-    snapshot.match("validate-template", resp)
-
-
-@markers.aws.validated
-@markers.snapshot.skip_snapshot_verify(paths=["$..Error..Message"])
-def test_validate_invalid_json_template_should_fail(aws_client, snapshot):
-    invalid_json = '{"this is invalid JSON"="bobbins"}'
-
-    with pytest.raises(ClientError) as ctx:
-        aws_client.cloudformation.validate_template(TemplateBody=invalid_json)
-
-    snapshot.match("validate-invalid-json", ctx.value.response)
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_templates.snapshot.json b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_templates.snapshot.json
deleted file mode 100644
index 66cd35eaffec3..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_templates.snapshot.json
+++ /dev/null
@@ -1,113 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_templates.py::test_get_template_summary": {
-    "recorded-date": "24-05-2023, 15:05:00",
-    "recorded-content": {
-      "template-summary": {
-        "Metadata": "{'TopicName': 'sns-topic-simple'}",
-        "Parameters": [],
-        "ResourceIdentifierSummaries": [
-          {
-            "LogicalResourceIds": [
-              "topic123"
-            ],
-            "ResourceType": "AWS::SNS::Topic"
-          }
-        ],
-        "ResourceTypes": [
-          "AWS::SNS::Topic"
-        ],
-        "Version": "2010-09-09",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_templates.py::test_create_stack_from_s3_template_url[s3_url]": {
-    "recorded-date": "11-10-2023, 00:03:44",
-    "recorded-content": {
-      "create-error": {
-        "Error": {
-          "Code": "ValidationError",
-          "Message": "S3 error: Domain name specified in <bucket_name> is not a valid S3 domain",
-          "Type": "Sender"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 400
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_templates.py::test_create_stack_from_s3_template_url[http_path]": {
-    "recorded-date": "11-10-2023, 00:03:53",
-    "recorded-content": {
-      "matching-topic": [
-        {
-          "TopicArn": "arn:<partition>:sns:<region>:111111111111:<topic_name>"
-        }
-      ]
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_templates.py::test_create_stack_from_s3_template_url[http_host]": {
-    "recorded-date": "11-10-2023, 00:04:02",
-    "recorded-content": {
-      "matching-topic": [
-        {
-          "TopicArn": "arn:<partition>:sns:<region>:111111111111:<topic_name>"
-        }
-      ]
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_templates.py::test_create_stack_from_s3_template_url[http_invalid]": {
-    "recorded-date": "11-10-2023, 00:04:04",
-    "recorded-content": {
-      "create-error": {
-        "Error": {
-          "Code": "ValidationError",
-          "Message": "TemplateURL must be a supported URL.",
-          "Type": "Sender"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 400
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_templates.py::test_validate_template": {
-    "recorded-date": "18-06-2024, 17:23:30",
-    "recorded-content": {
-      "validate-template": {
-        "Parameters": [
-          {
-            "Description": "The EC2 Key Pair to allow SSH access to the instance",
-            "NoEcho": false,
-            "ParameterKey": "KeyExample"
-          }
-        ],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_templates.py::test_validate_invalid_json_template_should_fail": {
-    "recorded-date": "18-06-2024, 17:25:49",
-    "recorded-content": {
-      "validate-invalid-json": {
-        "Error": {
-          "Code": "ValidationError",
-          "Message": "Template format error: JSON not well-formed. (line 1, column 25)",
-          "Type": "Sender"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 400
-        }
-      }
-    }
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_templates.validation.json b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_templates.validation.json
deleted file mode 100644
index 77965368c70b2..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_templates.validation.json
+++ /dev/null
@@ -1,23 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_templates.py::test_create_stack_from_s3_template_url[http_host]": {
-    "last_validated_date": "2023-10-10T22:04:02+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_templates.py::test_create_stack_from_s3_template_url[http_invalid]": {
-    "last_validated_date": "2023-10-10T22:04:04+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_templates.py::test_create_stack_from_s3_template_url[http_path]": {
-    "last_validated_date": "2023-10-10T22:03:53+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_templates.py::test_create_stack_from_s3_template_url[s3_url]": {
-    "last_validated_date": "2023-10-10T22:03:44+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_templates.py::test_get_template_summary": {
-    "last_validated_date": "2023-05-24T13:05:00+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_templates.py::test_validate_invalid_json_template_should_fail": {
-    "last_validated_date": "2024-06-18T17:25:49+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_templates.py::test_validate_template": {
-    "last_validated_date": "2024-06-18T17:23:30+00:00"
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_transformers.py b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_transformers.py
deleted file mode 100644
index ecb2d8a625d83..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_transformers.py
+++ /dev/null
@@ -1,164 +0,0 @@
-import textwrap
-
-import pytest
-
-from localstack.services.cloudformation.v2.utils import is_v2_engine
-from localstack.testing.aws.util import is_aws_cloud
-from localstack.testing.pytest import markers
-from localstack.utils.strings import short_uid, to_bytes
-
-pytestmark = pytest.mark.skipif(
-    condition=not is_v2_engine() and not is_aws_cloud(),
-    reason="Only targeting the new engine",
-)
-
-
-@markers.aws.validated
-@markers.snapshot.skip_snapshot_verify(paths=["$..tags"])
-def test_duplicate_resources(deploy_cfn_template, s3_bucket, snapshot, aws_client):
-    snapshot.add_transformers_list(
-        [
-            *snapshot.transform.apigateway_api(),
-            snapshot.transform.key_value("aws:cloudformation:stack-id"),
-            snapshot.transform.key_value("aws:cloudformation:stack-name"),
-        ]
-    )
-
-    # put API spec to S3
-    api_spec = """
-    swagger: 2.0
-    info:
-      version: "1.2.3"
-      title: "Test API"
-    basePath: /base
-    """
-    aws_client.s3.put_object(Bucket=s3_bucket, Key="api.yaml", Body=to_bytes(api_spec))
-
-    # deploy template
-    template = """
-    Parameters:
-      ApiName:
-        Type: String
-      BucketName:
-        Type: String
-    Resources:
-      RestApi:
-        Type: AWS::ApiGateway::RestApi
-        Properties:
-          Name: !Ref ApiName
-          Body:
-            'Fn::Transform':
-              Name: 'AWS::Include'
-              Parameters:
-                Location: !Sub "s3://${BucketName}/api.yaml"
-    Outputs:
-      RestApiId:
-        Value: !Ref RestApi
-    """
-
-    api_name = f"api-{short_uid()}"
-    result = deploy_cfn_template(
-        template=template, parameters={"ApiName": api_name, "BucketName": s3_bucket}
-    )
-
-    # assert REST API is created properly
-    api_id = result.outputs.get("RestApiId")
-    result = aws_client.apigateway.get_rest_api(restApiId=api_id)
-    assert result
-    snapshot.match("api-details", result)
-
-    resources = aws_client.apigateway.get_resources(restApiId=api_id)
-    snapshot.match("api-resources", resources)
-
-
-@pytest.mark.skip(
-    reason=(
-        "CFNV2:AWS::Include the transformation is run however the "
-        "physical resource id for the resource is not available"
-    )
-)
-@markers.aws.validated
-def test_transformer_property_level(deploy_cfn_template, s3_bucket, aws_client, snapshot):
-    api_spec = textwrap.dedent("""
-    Value: from_transformation
-    """)
-    aws_client.s3.put_object(Bucket=s3_bucket, Key="data.yaml", Body=to_bytes(api_spec))
-
-    # deploy template
-    template = textwrap.dedent("""
-        Parameters:
-          BucketName:
-            Type: String
-        Resources:
-          MyParameter:
-            Type: AWS::SSM::Parameter
-            Properties:
-              Description: hello
-              Type: String
-              "Fn::Transform":
-                Name: "AWS::Include"
-                Parameters:
-                  Location: !Sub "s3://${BucketName}/data.yaml"
-        Outputs:
-          ParameterName:
-            Value: !Ref MyParameter
-        """)
-
-    result = deploy_cfn_template(template=template, parameters={"BucketName": s3_bucket})
-    param_name = result.outputs["ParameterName"]
-    param = aws_client.ssm.get_parameter(Name=param_name)
-    assert (
-        param["Parameter"]["Value"] == "from_transformation"
-    )  # value coming from the transformation
-    describe_result = (
-        aws_client.ssm.get_paginator("describe_parameters")
-        .paginate(Filters=[{"Key": "Name", "Values": [param_name]}])
-        .build_full_result()
-    )
-    assert (
-        describe_result["Parameters"][0]["Description"] == "hello"
-    )  # value from a property on the same level as the transformation
-
-    original_template = aws_client.cloudformation.get_template(
-        StackName=result.stack_id, TemplateStage="Original"
-    )
-    snapshot.match("original_template", original_template)
-    processed_template = aws_client.cloudformation.get_template(
-        StackName=result.stack_id, TemplateStage="Processed"
-    )
-    snapshot.match("processed_template", processed_template)
-
-
-@pytest.mark.skip(
-    reason=(
-        "CFNV2:AWS::Include the transformation is run however the "
-        "physical resource id for the resource is not available"
-    )
-)
-@markers.aws.validated
-def test_transformer_individual_resource_level(deploy_cfn_template, s3_bucket, aws_client):
-    api_spec = textwrap.dedent("""
-    Type: AWS::SNS::Topic
-    """)
-    aws_client.s3.put_object(Bucket=s3_bucket, Key="data.yaml", Body=to_bytes(api_spec))
-
-    # deploy template
-    template = textwrap.dedent("""
-        Parameters:
-          BucketName:
-            Type: String
-        Resources:
-          MyResource:
-            "Fn::Transform":
-                Name: "AWS::Include"
-                Parameters:
-                  Location: !Sub "s3://${BucketName}/data.yaml"
-        Outputs:
-          ResourceRef:
-            Value: !Ref MyResource
-        """)
-
-    result = deploy_cfn_template(template=template, parameters={"BucketName": s3_bucket})
-    resource_ref = result.outputs["ResourceRef"]
-    # just checking that this doens't fail, i.e. the topic exists
-    aws_client.sns.get_topic_attributes(TopicArn=resource_ref)
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_transformers.snapshot.json b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_transformers.snapshot.json
deleted file mode 100644
index cd79d06b34d9e..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_transformers.snapshot.json
+++ /dev/null
@@ -1,93 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_transformers.py::test_duplicate_resources": {
-    "recorded-date": "15-07-2025, 19:28:05",
-    "recorded-content": {
-      "api-details": {
-        "apiKeySource": "HEADER",
-        "createdDate": "datetime",
-        "disableExecuteApiEndpoint": false,
-        "endpointConfiguration": {
-          "ipAddressType": "ipv4",
-          "types": [
-            "EDGE"
-          ]
-        },
-        "id": "<id:1>",
-        "name": "<name:1>",
-        "rootResourceId": "<id:2>",
-        "tags": {
-          "aws:cloudformation:logical-id": "RestApi",
-          "aws:cloudformation:stack-id": "<aws:cloudformation:stack-id:1>",
-          "aws:cloudformation:stack-name": "<aws:cloudformation:stack-name:1>"
-        },
-        "version": "1.2.3",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "api-resources": {
-        "items": [
-          {
-            "id": "<id:2>",
-            "path": "/"
-          }
-        ],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_transformers.py::test_transformer_property_level": {
-    "recorded-date": "06-06-2024, 10:37:03",
-    "recorded-content": {
-      "original_template": {
-        "StagesAvailable": [
-          "Original",
-          "Processed"
-        ],
-        "TemplateBody": "\nParameters:\n  BucketName:\n    Type: String\nResources:\n  MyParameter:\n    Type: AWS::SSM::Parameter\n    Properties:\n      Description: hello\n      Type: String\n      \"Fn::Transform\":\n        Name: \"AWS::Include\"\n        Parameters:\n          Location: !Sub \"s3://${BucketName}/data.yaml\"\nOutputs:\n  ParameterName:\n    Value: !Ref MyParameter\n",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "processed_template": {
-        "StagesAvailable": [
-          "Original",
-          "Processed"
-        ],
-        "TemplateBody": {
-          "Outputs": {
-            "ParameterName": {
-              "Value": {
-                "Ref": "MyParameter"
-              }
-            }
-          },
-          "Parameters": {
-            "BucketName": {
-              "Type": "String"
-            }
-          },
-          "Resources": {
-            "MyParameter": {
-              "Properties": {
-                "Description": "hello",
-                "Type": "String",
-                "Value": "from_transformation"
-              },
-              "Type": "AWS::SSM::Parameter"
-            }
-          }
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_transformers.validation.json b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_transformers.validation.json
deleted file mode 100644
index ac2a6ccf07d7d..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_transformers.validation.json
+++ /dev/null
@@ -1,17 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_transformers.py::test_duplicate_resources": {
-    "last_validated_date": "2025-07-15T19:28:15+00:00",
-    "durations_in_seconds": {
-      "setup": 1.05,
-      "call": 13.13,
-      "teardown": 10.12,
-      "total": 24.3
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_transformers.py::test_transformer_individual_resource_level": {
-    "last_validated_date": "2024-06-13T06:43:21+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_transformers.py::test_transformer_property_level": {
-    "last_validated_date": "2024-06-06T10:38:33+00:00"
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_update_stack.py b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_update_stack.py
deleted file mode 100644
index 01377d88ac8ac..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_update_stack.py
+++ /dev/null
@@ -1,464 +0,0 @@
-import json
-import os
-import textwrap
-
-import botocore.errorfactory
-import botocore.exceptions
-import pytest
-
-from localstack.services.cloudformation.v2.utils import is_v2_engine
-from localstack.testing.aws.util import is_aws_cloud
-from localstack.testing.pytest import markers
-from localstack.utils.files import load_file
-from localstack.utils.strings import short_uid
-from localstack.utils.testutil import upload_file_to_bucket
-
-pytestmark = pytest.mark.skipif(
-    condition=not is_v2_engine() and not is_aws_cloud(),
-    reason="Only targeting the new engine",
-)
-
-
-@markers.aws.validated
-def test_basic_update(deploy_cfn_template, snapshot, aws_client):
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/sns_topic_parameter.yml"
-        ),
-        parameters={"TopicName": f"topic-{short_uid()}"},
-    )
-
-    response = aws_client.cloudformation.update_stack(
-        StackName=stack.stack_name,
-        TemplateBody=load_file(
-            os.path.join(
-                os.path.dirname(__file__), "../../../../../templates/sns_topic_parameter.yml"
-            )
-        ),
-        Parameters=[{"ParameterKey": "TopicName", "ParameterValue": f"topic-{short_uid()}"}],
-    )
-
-    snapshot.add_transformer(snapshot.transform.key_value("StackId", "stack-id"))
-    snapshot.match("update_response", response)
-
-    aws_client.cloudformation.get_waiter("stack_update_complete").wait(StackName=stack.stack_name)
-
-
-@markers.aws.validated
-def test_update_using_template_url(deploy_cfn_template, s3_create_bucket, aws_client):
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/sns_topic_parameter.yml"
-        ),
-        parameters={"TopicName": f"topic-{short_uid()}"},
-    )
-
-    file_url = upload_file_to_bucket(
-        aws_client.s3,
-        s3_create_bucket(),
-        os.path.join(os.path.dirname(__file__), "../../../../../templates/sns_topic_parameter.yml"),
-    )["Url"]
-
-    aws_client.cloudformation.update_stack(
-        StackName=stack.stack_name,
-        TemplateURL=file_url,
-        Parameters=[{"ParameterKey": "TopicName", "ParameterValue": f"topic-{short_uid()}"}],
-    )
-
-    aws_client.cloudformation.get_waiter("stack_update_complete").wait(StackName=stack.stack_name)
-
-
-@markers.aws.validated
-@pytest.mark.skip(reason="Not supported")
-def test_update_with_previous_template(deploy_cfn_template, aws_client):
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/sns_topic_parameter.yml"
-        ),
-        parameters={"TopicName": f"topic-{short_uid()}"},
-    )
-
-    aws_client.cloudformation.update_stack(
-        StackName=stack.stack_name,
-        UsePreviousTemplate=True,
-        Parameters=[{"ParameterKey": "TopicName", "ParameterValue": f"topic-{short_uid()}"}],
-    )
-
-    aws_client.cloudformation.get_waiter("stack_update_complete").wait(StackName=stack.stack_name)
-
-
-@markers.aws.needs_fixing
-@pytest.mark.skip(reason="templates are not partially not valid => re-evaluate")
-@pytest.mark.parametrize(
-    "capability",
-    [
-        {"value": "CAPABILITY_IAM", "template": "iam_policy.yml"},
-        {"value": "CAPABILITY_NAMED_IAM", "template": "iam_role_policy.yaml"},
-    ],
-)
-# The AUTO_EXPAND option is used for macros
-def test_update_with_capabilities(capability, deploy_cfn_template, snapshot, aws_client):
-    template = load_file(
-        os.path.join(os.path.dirname(__file__), "../../../../../templates/sns_topic_parameter.yml")
-    )
-
-    stack = deploy_cfn_template(
-        template=template,
-        parameters={"TopicName": f"topic-{short_uid()}"},
-    )
-
-    template = load_file(
-        os.path.join(os.path.dirname(__file__), "../../../../../templates/", capability["template"])
-    )
-
-    parameter_key = "RoleName" if capability["value"] == "CAPABILITY_NAMED_IAM" else "Name"
-
-    with pytest.raises(botocore.errorfactory.ClientError) as ex:
-        aws_client.cloudformation.update_stack(
-            StackName=stack.stack_name,
-            TemplateBody=template,
-            Parameters=[{"ParameterKey": parameter_key, "ParameterValue": f"{short_uid()}"}],
-        )
-
-    snapshot.match("error", ex.value.response)
-
-    aws_client.cloudformation.update_stack(
-        StackName=stack.stack_name,
-        TemplateBody=template,
-        Capabilities=[capability["value"]],
-        Parameters=[{"ParameterKey": parameter_key, "ParameterValue": f"{short_uid()}"}],
-    )
-
-    aws_client.cloudformation.get_waiter("stack_update_complete").wait(StackName=stack.stack_name)
-
-
-@markers.aws.validated
-@pytest.mark.skip(reason="Not raising the correct error")
-def test_update_with_resource_types(deploy_cfn_template, snapshot, aws_client):
-    template = load_file(
-        os.path.join(os.path.dirname(__file__), "../../../../../templates/sns_topic_parameter.yml")
-    )
-
-    stack = deploy_cfn_template(
-        template=template,
-        parameters={"TopicName": f"topic-{short_uid()}"},
-    )
-
-    # Test with invalid type
-    with pytest.raises(botocore.exceptions.ClientError) as ex:
-        aws_client.cloudformation.update_stack(
-            StackName=stack.stack_name,
-            TemplateBody=template,
-            ResourceTypes=["AWS::EC2:*"],
-            Parameters=[{"ParameterKey": "TopicName", "ParameterValue": f"topic-{short_uid()}"}],
-        )
-
-    snapshot.match("invalid_type_error", ex.value.response)
-
-    with pytest.raises(botocore.exceptions.ClientError) as ex:
-        aws_client.cloudformation.update_stack(
-            StackName=stack.stack_name,
-            TemplateBody=template,
-            ResourceTypes=["AWS::EC2::*"],
-            Parameters=[{"ParameterKey": "TopicName", "ParameterValue": f"topic-{short_uid()}"}],
-        )
-
-    snapshot.match("resource_not_allowed", ex.value.response)
-
-    aws_client.cloudformation.update_stack(
-        StackName=stack.stack_name,
-        TemplateBody=template,
-        ResourceTypes=["AWS::SNS::Topic"],
-        Parameters=[{"ParameterKey": "TopicName", "ParameterValue": f"topic-{short_uid()}"}],
-    )
-
-    aws_client.cloudformation.get_waiter("stack_update_complete").wait(StackName=stack.stack_name)
-
-
-@markers.aws.validated
-@pytest.mark.skip(reason="Update value not being applied")
-def test_set_notification_arn_with_update(deploy_cfn_template, sns_create_topic, aws_client):
-    template = load_file(
-        os.path.join(os.path.dirname(__file__), "../../../../../templates/sns_topic_parameter.yml")
-    )
-
-    stack = deploy_cfn_template(
-        template=template,
-        parameters={"TopicName": f"topic-{short_uid()}"},
-    )
-
-    topic_arn = sns_create_topic()["TopicArn"]
-
-    aws_client.cloudformation.update_stack(
-        StackName=stack.stack_name,
-        TemplateBody=template,
-        NotificationARNs=[topic_arn],
-        Parameters=[{"ParameterKey": "TopicName", "ParameterValue": f"topic-{short_uid()}"}],
-    )
-
-    description = aws_client.cloudformation.describe_stacks(StackName=stack.stack_name)["Stacks"][0]
-    assert topic_arn in description["NotificationARNs"]
-
-
-@markers.aws.validated
-@pytest.mark.skip(reason="Update value not being applied")
-def test_update_tags(deploy_cfn_template, aws_client):
-    template = load_file(
-        os.path.join(os.path.dirname(__file__), "../../../../../templates/sns_topic_parameter.yml")
-    )
-
-    stack = deploy_cfn_template(
-        template=template,
-        parameters={"TopicName": f"topic-{short_uid()}"},
-    )
-
-    key = f"key-{short_uid()}"
-    value = f"value-{short_uid()}"
-
-    aws_client.cloudformation.update_stack(
-        StackName=stack.stack_name,
-        Tags=[{"Key": key, "Value": value}],
-        TemplateBody=template,
-        Parameters=[{"ParameterKey": "TopicName", "ParameterValue": f"topic-{short_uid()}"}],
-    )
-
-    tags = aws_client.cloudformation.describe_stacks(StackName=stack.stack_name)["Stacks"][0][
-        "Tags"
-    ]
-    assert tags[0]["Key"] == key
-    assert tags[0]["Value"] == value
-
-
-@markers.aws.validated
-@pytest.mark.skip(reason="The correct error is not being raised")
-def test_no_template_error(deploy_cfn_template, snapshot, aws_client):
-    template = load_file(
-        os.path.join(os.path.dirname(__file__), "../../../../../templates/sns_topic_parameter.yml")
-    )
-
-    stack = deploy_cfn_template(
-        template=template,
-        parameters={"TopicName": f"topic-{short_uid()}"},
-    )
-
-    with pytest.raises(botocore.exceptions.ClientError) as ex:
-        aws_client.cloudformation.update_stack(StackName=stack.stack_name)
-
-    snapshot.match("error", ex.value.response)
-
-
-@markers.aws.validated
-def test_no_parameters_update(deploy_cfn_template, aws_client):
-    template = load_file(
-        os.path.join(os.path.dirname(__file__), "../../../../../templates/sns_topic_parameter.yml")
-    )
-
-    stack = deploy_cfn_template(
-        template=template,
-        parameters={"TopicName": f"topic-{short_uid()}"},
-    )
-
-    aws_client.cloudformation.update_stack(StackName=stack.stack_name, TemplateBody=template)
-
-    aws_client.cloudformation.get_waiter("stack_update_complete").wait(StackName=stack.stack_name)
-
-
-@pytest.mark.skip(reason="CFNV2:UpdateStack")
-@markers.aws.validated
-def test_update_with_previous_parameter_value(deploy_cfn_template, snapshot, aws_client):
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/sns_topic_parameter.yml"
-        ),
-        parameters={"TopicName": f"topic-{short_uid()}"},
-    )
-
-    aws_client.cloudformation.update_stack(
-        StackName=stack.stack_name,
-        TemplateBody=load_file(
-            os.path.join(
-                os.path.dirname(__file__), "../../../../../templates/sns_topic_parameter.update.yml"
-            )
-        ),
-        Parameters=[{"ParameterKey": "TopicName", "UsePreviousValue": True}],
-    )
-
-    aws_client.cloudformation.get_waiter("stack_update_complete").wait(StackName=stack.stack_name)
-
-
-@markers.aws.validated
-@pytest.mark.skip(reason="The correct error is not being raised")
-def test_update_with_role_without_permissions(
-    deploy_cfn_template, snapshot, create_role, aws_client
-):
-    template = load_file(
-        os.path.join(os.path.dirname(__file__), "../../../../../templates/sns_topic_parameter.yml")
-    )
-
-    stack = deploy_cfn_template(
-        template=template,
-        parameters={"TopicName": f"topic-{short_uid()}"},
-    )
-
-    account_arn = aws_client.sts.get_caller_identity()["Arn"]
-    assume_policy_doc = {
-        "Version": "2012-10-17",
-        "Statement": [
-            {
-                "Action": "sts:AssumeRole",
-                "Principal": {"AWS": account_arn},
-                "Effect": "Deny",
-            }
-        ],
-    }
-
-    role_arn = create_role(AssumeRolePolicyDocument=json.dumps(assume_policy_doc))["Role"]["Arn"]
-
-    with pytest.raises(botocore.exceptions.ClientError) as ex:
-        aws_client.cloudformation.update_stack(
-            StackName=stack.stack_name,
-            UsePreviousTemplate=True,
-            Parameters=[{"ParameterKey": "TopicName", "ParameterValue": f"topic-{short_uid()}"}],
-            RoleARN=role_arn,
-        )
-
-    snapshot.match("error", ex.value.response)
-
-
-@markers.aws.validated
-@pytest.mark.skip(reason="The correct error is not being raised")
-def test_update_with_invalid_rollback_configuration_errors(
-    deploy_cfn_template, snapshot, aws_client
-):
-    template = load_file(
-        os.path.join(os.path.dirname(__file__), "../../../../../templates/sns_topic_parameter.yml")
-    )
-
-    stack = deploy_cfn_template(
-        template=template,
-        parameters={"TopicName": f"topic-{short_uid()}"},
-    )
-
-    # Test invalid alarm type
-    with pytest.raises(botocore.exceptions.ClientError) as ex:
-        aws_client.cloudformation.update_stack(
-            StackName=stack.stack_name,
-            UsePreviousTemplate=True,
-            Parameters=[{"ParameterKey": "TopicName", "ParameterValue": f"topic-{short_uid()}"}],
-            RollbackConfiguration={"RollbackTriggers": [{"Arn": short_uid(), "Type": "Another"}]},
-        )
-    snapshot.match("type_error", ex.value.response)
-
-    # Test invalid alarm arn
-    with pytest.raises(botocore.exceptions.ClientError) as ex:
-        aws_client.cloudformation.update_stack(
-            StackName=stack.stack_name,
-            UsePreviousTemplate=True,
-            Parameters=[{"ParameterKey": "TopicName", "ParameterValue": f"topic-{short_uid()}"}],
-            RollbackConfiguration={
-                "RollbackTriggers": [
-                    {
-                        "Arn": "arn:aws:cloudwatch:us-east-1:123456789012:example-name",
-                        "Type": "AWS::CloudWatch::Alarm",
-                    }
-                ]
-            },
-        )
-
-    snapshot.match("arn_error", ex.value.response)
-
-
-@markers.aws.validated
-@pytest.mark.skip(reason="The update value is not being applied")
-def test_update_with_rollback_configuration(deploy_cfn_template, aws_client):
-    aws_client.cloudwatch.put_metric_alarm(
-        AlarmName="HighResourceUsage",
-        ComparisonOperator="GreaterThanThreshold",
-        EvaluationPeriods=1,
-        MetricName="CPUUsage",
-        Namespace="CustomNamespace",
-        Period=60,
-        Statistic="Average",
-        Threshold=70,
-        TreatMissingData="notBreaching",
-    )
-
-    alarms = aws_client.cloudwatch.describe_alarms(AlarmNames=["HighResourceUsage"])
-    alarm_arn = alarms["MetricAlarms"][0]["AlarmArn"]
-
-    rollback_configuration = {
-        "RollbackTriggers": [
-            {"Arn": alarm_arn, "Type": "AWS::CloudWatch::Alarm"},
-        ],
-        "MonitoringTimeInMinutes": 123,
-    }
-
-    template = load_file(
-        os.path.join(os.path.dirname(__file__), "../../../../../templates/sns_topic_parameter.yml")
-    )
-
-    stack = deploy_cfn_template(
-        template=template,
-        parameters={"TopicName": f"topic-{short_uid()}"},
-    )
-
-    aws_client.cloudformation.update_stack(
-        StackName=stack.stack_name,
-        TemplateBody=template,
-        Parameters=[{"ParameterKey": "TopicName", "UsePreviousValue": True}],
-        RollbackConfiguration=rollback_configuration,
-    )
-
-    aws_client.cloudformation.get_waiter("stack_update_complete").wait(StackName=stack.stack_name)
-
-    config = aws_client.cloudformation.describe_stacks(StackName=stack.stack_name)["Stacks"][0][
-        "RollbackConfiguration"
-    ]
-    assert config == rollback_configuration
-
-    # cleanup
-    aws_client.cloudwatch.delete_alarms(AlarmNames=["HighResourceUsage"])
-
-
-@markers.aws.validated
-@markers.snapshot.skip_snapshot_verify(["$..Stacks..ChangeSetId"])
-def test_diff_after_update(deploy_cfn_template, aws_client, snapshot):
-    template_1 = textwrap.dedent("""
-    Resources:
-        SimpleParam:
-            Type: AWS::SSM::Parameter
-            Properties:
-                Value: before-stack-update
-                Type: String
-    """)
-    template_2 = textwrap.dedent("""
-    Resources:
-        SimpleParam1:
-            Type: AWS::SSM::Parameter
-            Properties:
-                Value: after-stack-update
-                Type: String
-    """)
-
-    stack = deploy_cfn_template(
-        template=template_1,
-    )
-
-    aws_client.cloudformation.get_waiter("stack_create_complete").wait(StackName=stack.stack_name)
-    aws_client.cloudformation.update_stack(
-        StackName=stack.stack_name,
-        TemplateBody=template_2,
-    )
-    aws_client.cloudformation.get_waiter("stack_update_complete").wait(StackName=stack.stack_name)
-    get_template_response = aws_client.cloudformation.get_template(StackName=stack.stack_name)
-    snapshot.match("get-template-response", get_template_response)
-
-    with pytest.raises(botocore.exceptions.ClientError) as exc_info:
-        aws_client.cloudformation.update_stack(
-            StackName=stack.stack_name,
-            TemplateBody=template_2,
-        )
-    snapshot.match("update-error", exc_info.value.response)
-
-    describe_stack_response = aws_client.cloudformation.describe_stacks(StackName=stack.stack_name)
-    assert describe_stack_response["Stacks"][0]["StackStatus"] == "UPDATE_COMPLETE"
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_update_stack.snapshot.json b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_update_stack.snapshot.json
deleted file mode 100644
index 1b15733a652eb..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_update_stack.snapshot.json
+++ /dev/null
@@ -1,135 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_update_stack.py::test_update_with_resource_types": {
-    "recorded-date": "19-11-2022, 14:34:18",
-    "recorded-content": {
-      "invalid_type_error": {
-        "Error": {
-          "Code": "ValidationError",
-          "Message": "Resource type AWS::SNS::Topic is not allowed by parameter ResourceTypes [AWS::EC2:*]",
-          "Type": "Sender"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 400
-        }
-      },
-      "resource_not_allowed": {
-        "Error": {
-          "Code": "ValidationError",
-          "Message": "Resource type AWS::SNS::Topic is not allowed by parameter ResourceTypes [AWS::EC2::*]",
-          "Type": "Sender"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 400
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_update_stack.py::test_basic_update": {
-    "recorded-date": "21-11-2022, 08:27:37",
-    "recorded-content": {
-      "update_response": {
-        "StackId": "<stack-id:1>",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_update_stack.py::test_no_template_error": {
-    "recorded-date": "21-11-2022, 08:57:45",
-    "recorded-content": {
-      "error": {
-        "Error": {
-          "Code": "ValidationError",
-          "Message": "Either Template URL or Template Body must be specified.",
-          "Type": "Sender"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 400
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_update_stack.py::test_no_parameters_error_update": {
-    "recorded-date": "21-11-2022, 09:45:22",
-    "recorded-content": {}
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_update_stack.py::test_update_with_previous_parameter_value": {
-    "recorded-date": "21-11-2022, 10:38:33",
-    "recorded-content": {}
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_update_stack.py::test_update_with_role_without_permissions": {
-    "recorded-date": "21-11-2022, 14:14:52",
-    "recorded-content": {
-      "error": {
-        "Error": {
-          "Code": "ValidationError",
-          "Message": "Role arn:<partition>:iam::111111111111:role/role-fb405076 is invalid or cannot be assumed",
-          "Type": "Sender"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 400
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_update_stack.py::test_update_with_invalid_rollback_configuration_errors": {
-    "recorded-date": "21-11-2022, 15:36:32",
-    "recorded-content": {
-      "type_error": {
-        "Error": {
-          "Code": "ValidationError",
-          "Message": "Rollback Trigger Type not supported",
-          "Type": "Sender"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 400
-        }
-      },
-      "arn_error": {
-        "Error": {
-          "Code": "ValidationError",
-          "Message": "RelativeId of a Rollback Trigger's ARN is incorrect",
-          "Type": "Sender"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 400
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_update_stack.py::test_diff_after_update": {
-    "recorded-date": "09-04-2024, 06:19:23",
-    "recorded-content": {
-      "get-template-response": {
-        "StagesAvailable": [
-          "Original",
-          "Processed"
-        ],
-        "TemplateBody": "\nResources:\n    SimpleParam1:\n        Type: AWS::SSM::Parameter\n        Properties:\n            Value: after-stack-update\n            Type: String\n",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "update-error": {
-        "Error": {
-          "Code": "ValidationError",
-          "Message": "No updates are to be performed.",
-          "Type": "Sender"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 400
-        }
-      }
-    }
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_update_stack.validation.json b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_update_stack.validation.json
deleted file mode 100644
index 4723c7f6aae06..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_update_stack.validation.json
+++ /dev/null
@@ -1,23 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_update_stack.py::test_basic_update": {
-    "last_validated_date": "2022-11-21T07:27:37+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_update_stack.py::test_diff_after_update": {
-    "last_validated_date": "2024-04-09T06:19:23+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_update_stack.py::test_no_template_error": {
-    "last_validated_date": "2022-11-21T07:57:45+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_update_stack.py::test_update_with_invalid_rollback_configuration_errors": {
-    "last_validated_date": "2022-11-21T14:36:32+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_update_stack.py::test_update_with_previous_parameter_value": {
-    "last_validated_date": "2022-11-21T09:38:33+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_update_stack.py::test_update_with_resource_types": {
-    "last_validated_date": "2022-11-19T13:34:18+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_update_stack.py::test_update_with_role_without_permissions": {
-    "last_validated_date": "2022-11-21T13:14:52+00:00"
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_validations.py b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_validations.py
deleted file mode 100644
index 724cb12eb98f5..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_validations.py
+++ /dev/null
@@ -1,83 +0,0 @@
-import json
-
-import pytest
-
-from localstack.services.cloudformation.v2.utils import is_v2_engine
-from localstack.testing.aws.util import is_aws_cloud
-from localstack.testing.pytest import markers
-
-pytestmark = pytest.mark.skipif(
-    condition=not is_v2_engine() and not is_aws_cloud(),
-    reason="Only targeting the new engine",
-)
-
-pytestmark = pytest.mark.skip("CFNV2:Validation")
-
-
-@markers.aws.validated
-@pytest.mark.parametrize(
-    "outputs",
-    [
-        {
-            "MyOutput": {
-                "Value": None,
-            },
-        },
-        {
-            "MyOutput": {
-                "Value": None,
-                "AnotherValue": None,
-            },
-        },
-        {
-            "MyOutput": {},
-        },
-    ],
-    ids=["none-value", "missing-def", "multiple-nones"],
-)
-def test_invalid_output_structure(deploy_cfn_template, snapshot, aws_client, outputs):
-    template = {
-        "Resources": {
-            "Foo": {
-                "Type": "AWS::SNS::Topic",
-            },
-        },
-        "Outputs": outputs,
-    }
-    with pytest.raises(aws_client.cloudformation.exceptions.ClientError) as e:
-        deploy_cfn_template(template=json.dumps(template))
-
-    snapshot.match("validation-error", e.value.response)
-
-
-@markers.aws.validated
-def test_missing_resources_block(deploy_cfn_template, snapshot, aws_client):
-    with pytest.raises(aws_client.cloudformation.exceptions.ClientError) as e:
-        deploy_cfn_template(template=json.dumps({}))
-
-    snapshot.match("validation-error", e.value.response)
-
-
-@markers.aws.validated
-@pytest.mark.parametrize(
-    "properties",
-    [
-        {
-            "Properties": {},
-        },
-        {
-            "Type": "AWS::SNS::Topic",
-            "Invalid": 10,
-        },
-    ],
-    ids=[
-        "missing-type",
-        "invalid-key",
-    ],
-)
-def test_resources_blocks(deploy_cfn_template, snapshot, aws_client, properties):
-    template = {"Resources": {"A": properties}}
-    with pytest.raises(aws_client.cloudformation.exceptions.ClientError) as e:
-        deploy_cfn_template(template=json.dumps(template))
-
-    snapshot.match("validation-error", e.value.response)
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_validations.snapshot.json b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_validations.snapshot.json
deleted file mode 100644
index 3a5eeb52ded32..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_validations.snapshot.json
+++ /dev/null
@@ -1,98 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_validations.py::test_invalid_output_structure[none-value]": {
-    "recorded-date": "31-05-2024, 14:53:31",
-    "recorded-content": {
-      "validation-error": {
-        "Error": {
-          "Code": "ValidationError",
-          "Message": "[/Outputs/MyOutput/Value] 'null' values are not allowed in templates",
-          "Type": "Sender"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 400
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_validations.py::test_invalid_output_structure[missing-def]": {
-    "recorded-date": "31-05-2024, 14:53:31",
-    "recorded-content": {
-      "validation-error": {
-        "Error": {
-          "Code": "ValidationError",
-          "Message": "[/Outputs/MyOutput/Value] 'null' values are not allowed in templates",
-          "Type": "Sender"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 400
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_validations.py::test_invalid_output_structure[multiple-nones]": {
-    "recorded-date": "31-05-2024, 14:53:31",
-    "recorded-content": {
-      "validation-error": {
-        "Error": {
-          "Code": "ValidationError",
-          "Message": "Template format error: Every Outputs member must contain a Value object",
-          "Type": "Sender"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 400
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_validations.py::test_missing_resources_block": {
-    "recorded-date": "31-05-2024, 14:53:31",
-    "recorded-content": {
-      "validation-error": {
-        "Error": {
-          "Code": "ValidationError",
-          "Message": "Template format error: At least one Resources member must be defined.",
-          "Type": "Sender"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 400
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_validations.py::test_resources_blocks[missing-type]": {
-    "recorded-date": "31-05-2024, 14:53:32",
-    "recorded-content": {
-      "validation-error": {
-        "Error": {
-          "Code": "ValidationError",
-          "Message": "Template format error: [/Resources/A] Every Resources object must contain a Type member.",
-          "Type": "Sender"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 400
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_validations.py::test_resources_blocks[invalid-key]": {
-    "recorded-date": "31-05-2024, 14:53:32",
-    "recorded-content": {
-      "validation-error": {
-        "Error": {
-          "Code": "ValidationError",
-          "Message": "Invalid template resource property 'Invalid'",
-          "Type": "Sender"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 400
-        }
-      }
-    }
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_validations.validation.json b/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_validations.validation.json
deleted file mode 100644
index e2041c42e47d1..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/api/test_validations.validation.json
+++ /dev/null
@@ -1,20 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_validations.py::test_invalid_output_structure[missing-def]": {
-    "last_validated_date": "2024-05-31T14:53:31+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_validations.py::test_invalid_output_structure[multiple-nones]": {
-    "last_validated_date": "2024-05-31T14:53:31+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_validations.py::test_invalid_output_structure[none-value]": {
-    "last_validated_date": "2024-05-31T14:53:31+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_validations.py::test_missing_resources_block": {
-    "last_validated_date": "2024-05-31T14:53:31+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_validations.py::test_resources_blocks[invalid-key]": {
-    "last_validated_date": "2024-05-31T14:53:32+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_validations.py::test_resources_blocks[missing-type]": {
-    "last_validated_date": "2024-05-31T14:53:32+00:00"
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/engine/__init__.py b/tests/aws/services/cloudformation/v2/ported_from_v1/engine/__init__.py
deleted file mode 100644
index e69de29bb2d1d..0000000000000
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_attributes.py b/tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_attributes.py
deleted file mode 100644
index 403c7c0b08baf..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_attributes.py
+++ /dev/null
@@ -1,51 +0,0 @@
-import os
-
-import pytest
-
-from localstack.services.cloudformation.v2.utils import is_v2_engine
-from localstack.testing.aws.util import is_aws_cloud
-from localstack.testing.pytest import markers
-from localstack.testing.pytest.fixtures import StackDeployError
-
-pytestmark = pytest.mark.skipif(
-    condition=not is_v2_engine() and not is_aws_cloud(),
-    reason="Only targeting the new engine",
-)
-
-
-class TestResourceAttributes:
-    @pytest.mark.skip(reason="failing on unresolved attributes is not enabled yet")
-    @markers.snapshot.skip_snapshot_verify
-    @markers.aws.validated
-    def test_invalid_getatt_fails(self, aws_client, deploy_cfn_template, snapshot):
-        """
-        Check how CloudFormation behaves on invalid attribute names for resources in a Fn::GetAtt
-
-        Not yet completely correct yet since this should actually initiate a rollback and the stack resource status should be set accordingly
-        """
-        snapshot.add_transformer(snapshot.transform.cloudformation_api())
-        with pytest.raises(StackDeployError) as exc_info:
-            deploy_cfn_template(
-                template_path=os.path.join(
-                    os.path.dirname(__file__),
-                    "../../../../../templates/engine/cfn_invalid_getatt.yaml",
-                )
-            )
-        stack_events = exc_info.value.events
-        snapshot.match("stack_events", {"events": stack_events})
-
-    @markers.aws.validated
-    def test_dependency_on_attribute_with_dot_notation(
-        self, deploy_cfn_template, aws_client, snapshot
-    ):
-        """
-        Test that a resource can depend on another resource's attribute with dot notation
-        """
-        snapshot.add_transformer(snapshot.transform.cloudformation_api())
-        deployment = deploy_cfn_template(
-            template_path=os.path.join(
-                os.path.dirname(__file__),
-                "../../../../../templates/engine/cfn_getatt_dot_dependency.yml",
-            )
-        )
-        snapshot.match("outputs", deployment.outputs)
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_attributes.snapshot.json b/tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_attributes.snapshot.json
deleted file mode 100644
index 8e699f7013c15..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_attributes.snapshot.json
+++ /dev/null
@@ -1,62 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_attributes.py::TestResourceAttributes::test_invalid_getatt_fails": {
-    "recorded-date": "01-08-2023, 11:54:31",
-    "recorded-content": {
-      "stack_events": {
-        "events": [
-          {
-            "EventId": "<uuid:1>",
-            "LogicalResourceId": "<stack-name:1>",
-            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-            "ResourceStatus": "ROLLBACK_COMPLETE",
-            "ResourceType": "AWS::CloudFormation::Stack",
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-            "StackName": "<stack-name:1>",
-            "Timestamp": "timestamp"
-          },
-          {
-            "EventId": "<uuid:2>",
-            "LogicalResourceId": "<stack-name:1>",
-            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-            "ResourceStatus": "ROLLBACK_IN_PROGRESS",
-            "ResourceStatusReason": "[Error] /Outputs/InvalidOutput/Value/Fn::GetAtt: Resource type AWS::SSM::Parameter does not support attribute {Invalid}. Rollback requested by user.",
-            "ResourceType": "AWS::CloudFormation::Stack",
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-            "StackName": "<stack-name:1>",
-            "Timestamp": "timestamp"
-          },
-          {
-            "EventId": "<uuid:3>",
-            "LogicalResourceId": "<stack-name:1>",
-            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-            "ResourceStatus": "CREATE_IN_PROGRESS",
-            "ResourceStatusReason": "User Initiated",
-            "ResourceType": "AWS::CloudFormation::Stack",
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-            "StackName": "<stack-name:1>",
-            "Timestamp": "timestamp"
-          },
-          {
-            "EventId": "<uuid:4>",
-            "LogicalResourceId": "<stack-name:1>",
-            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-            "ResourceStatus": "REVIEW_IN_PROGRESS",
-            "ResourceStatusReason": "User Initiated",
-            "ResourceType": "AWS::CloudFormation::Stack",
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-            "StackName": "<stack-name:1>",
-            "Timestamp": "timestamp"
-          }
-        ]
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_attributes.py::TestResourceAttributes::test_dependency_on_attribute_with_dot_notation": {
-    "recorded-date": "21-03-2024, 21:10:29",
-    "recorded-content": {
-      "outputs": {
-        "DeadArn": "arn:<partition>:sqs:<region>:111111111111:<resource:1>"
-      }
-    }
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_attributes.validation.json b/tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_attributes.validation.json
deleted file mode 100644
index 6a74c8a6ddc2d..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_attributes.validation.json
+++ /dev/null
@@ -1,8 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_attributes.py::TestResourceAttributes::test_dependency_on_attribute_with_dot_notation": {
-    "last_validated_date": "2024-03-21T21:10:29+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_attributes.py::TestResourceAttributes::test_invalid_getatt_fails": {
-    "last_validated_date": "2023-08-01T09:54:31+00:00"
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_conditions.py b/tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_conditions.py
deleted file mode 100644
index 21d8af81371bc..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_conditions.py
+++ /dev/null
@@ -1,494 +0,0 @@
-import os.path
-
-import pytest
-
-from localstack.services.cloudformation.v2.utils import is_v2_engine
-from localstack.testing.aws.util import is_aws_cloud
-from localstack.testing.pytest import markers
-from localstack.utils.files import load_file
-from localstack.utils.strings import short_uid
-
-THIS_DIR = os.path.dirname(__file__)
-
-pytestmark = pytest.mark.skipif(
-    condition=not is_v2_engine() and not is_aws_cloud(),
-    reason="Only targeting the new engine",
-)
-
-
-class TestCloudFormationConditions:
-    @markers.aws.validated
-    def test_simple_condition_evaluation_deploys_resource(
-        self, aws_client, deploy_cfn_template, cleanups
-    ):
-        topic_name = f"test-topic-{short_uid()}"
-        deployment = deploy_cfn_template(
-            template_path=os.path.join(
-                THIS_DIR, "../../../../../templates/conditions/simple-condition.yaml"
-            ),
-            parameters={"OptionParameter": "option-a", "TopicName": topic_name},
-        )
-        # verify that CloudFormation includes the resource
-        stack_resources = aws_client.cloudformation.describe_stack_resources(
-            StackName=deployment.stack_id
-        )
-        assert stack_resources["StackResources"]
-
-        # verify actual resource deployment
-        assert [
-            t
-            for t in aws_client.sns.get_paginator("list_topics")
-            .paginate()
-            .build_full_result()["Topics"]
-            if topic_name in t["TopicArn"]
-        ]
-
-    @markers.aws.validated
-    def test_simple_condition_evaluation_doesnt_deploy_resource(
-        self, aws_client, deploy_cfn_template, cleanups
-    ):
-        """Note: Conditions allow us to deploy stacks that won't actually contain any deployed resources"""
-        topic_name = f"test-topic-{short_uid()}"
-        deployment = deploy_cfn_template(
-            template_path=os.path.join(
-                THIS_DIR, "../../../../../templates/conditions/simple-condition.yaml"
-            ),
-            parameters={"OptionParameter": "option-b", "TopicName": topic_name},
-        )
-        # verify that CloudFormation ignores the resource
-        aws_client.cloudformation.describe_stack_resources(StackName=deployment.stack_id)
-
-        # FIXME: currently broken in localstack
-        # assert stack_resources['StackResources'] == []
-
-        # verify actual resource deployment
-        assert [
-            t for t in aws_client.sns.list_topics()["Topics"] if topic_name in t["TopicArn"]
-        ] == []
-
-    @pytest.mark.parametrize(
-        "should_set_custom_name",
-        ["yep", "nope"],
-    )
-    @markers.aws.validated
-    def test_simple_intrinsic_fn_condition_evaluation(
-        self, aws_client, deploy_cfn_template, should_set_custom_name
-    ):
-        """
-        Tests a simple Fn::If condition evaluation
-
-        The conditional ShouldSetCustomName (yep | nope) switches between an autogenerated and a predefined name for the topic
-
-        FIXME: this should also work with the simple-intrinsic-condition-name-conflict.yaml template where the ID of the condition and the ID of the parameter are the same(!).
-            It is currently broken in LocalStack though
-        """
-        topic_name = f"test-topic-{short_uid()}"
-        deployment = deploy_cfn_template(
-            template_path=os.path.join(
-                THIS_DIR, "../../../../../templates/conditions/simple-intrinsic-condition.yaml"
-            ),
-            parameters={
-                "TopicName": topic_name,
-                "ShouldSetCustomName": should_set_custom_name,
-            },
-        )
-        # verify that the topic has the correct name
-        topic_arn = deployment.outputs["TopicArn"]
-        if should_set_custom_name == "yep":
-            assert topic_name in topic_arn
-        else:
-            assert topic_name not in topic_arn
-
-    @markers.aws.validated
-    @pytest.mark.skipif(condition=not is_aws_cloud(), reason="not supported yet")
-    def test_dependent_ref(self, aws_client, snapshot):
-        """
-        Tests behavior of a stack with 2 resources where one depends on the other.
-        The referenced resource won't be deployed due to its condition evaluating to false, so the ref can't be resolved.
-
-        This immediately leads to an error.
-        """
-        topic_name = f"test-topic-{short_uid()}"
-        ssm_param_name = f"test-param-{short_uid()}"
-
-        stack_name = f"test-condition-ref-stack-{short_uid()}"
-        changeset_name = "initial"
-        with pytest.raises(aws_client.cloudformation.exceptions.ClientError) as e:
-            aws_client.cloudformation.create_change_set(
-                StackName=stack_name,
-                ChangeSetName=changeset_name,
-                ChangeSetType="CREATE",
-                TemplateBody=load_file(
-                    os.path.join(THIS_DIR, "../../../../../templates/conditions/ref-condition.yaml")
-                ),
-                Parameters=[
-                    {"ParameterKey": "TopicName", "ParameterValue": topic_name},
-                    {"ParameterKey": "SsmParamName", "ParameterValue": ssm_param_name},
-                    {"ParameterKey": "OptionParameter", "ParameterValue": "option-b"},
-                ],
-            )
-        snapshot.match("dependent_ref_exc", e.value.response)
-
-    @markers.aws.validated
-    @pytest.mark.skipif(condition=not is_aws_cloud(), reason="not supported yet")
-    def test_dependent_ref_intrinsic_fn_condition(self, aws_client, deploy_cfn_template):
-        """
-        Checks behavior of un-refable resources
-        """
-        topic_name = f"test-topic-{short_uid()}"
-        ssm_param_name = f"test-param-{short_uid()}"
-
-        deploy_cfn_template(
-            template_path=os.path.join(
-                THIS_DIR,
-                "../../../../../templates/conditions/ref-condition-intrinsic-condition.yaml",
-            ),
-            parameters={
-                "TopicName": topic_name,
-                "SsmParamName": ssm_param_name,
-                "OptionParameter": "option-b",
-            },
-        )
-
-    @markers.aws.validated
-    @pytest.mark.skipif(condition=not is_aws_cloud(), reason="not supported yet")
-    def test_dependent_ref_with_macro(
-        self, aws_client, deploy_cfn_template, lambda_su_role, cleanups
-    ):
-        """
-        specifying option-b would normally lead to an error without the macro because of the unresolved ref.
-        Because the macro replaced the resources though, the test passes.
-        We've therefore shown that conditions aren't fully evaluated before the transformations
-
-        Related findings:
-        * macros are not allowed to transform Parameters (macro invocation by CFn will fail in this case)
-
-        """
-
-        log_group_name = f"test-log-group-{short_uid()}"
-        aws_client.logs.create_log_group(logGroupName=log_group_name)
-
-        deploy_cfn_template(
-            template_path=os.path.join(
-                THIS_DIR, "../../../../../templates/conditions/ref-condition-macro-def.yaml"
-            ),
-            parameters={
-                "FnRole": lambda_su_role,
-                "LogGroupName": log_group_name,
-                "LogRoleARN": lambda_su_role,
-            },
-        )
-
-        topic_name = f"test-topic-{short_uid()}"
-        ssm_param_name = f"test-param-{short_uid()}"
-        stack_name = f"test-condition-ref-macro-stack-{short_uid()}"
-        changeset_name = "initial"
-        cleanups.append(lambda: aws_client.cloudformation.delete_stack(StackName=stack_name))
-        aws_client.cloudformation.create_change_set(
-            StackName=stack_name,
-            ChangeSetName=changeset_name,
-            ChangeSetType="CREATE",
-            TemplateBody=load_file(
-                os.path.join(
-                    THIS_DIR, "../../../../../templates/conditions/ref-condition-macro.yaml"
-                )
-            ),
-            Parameters=[
-                {"ParameterKey": "TopicName", "ParameterValue": topic_name},
-                {"ParameterKey": "SsmParamName", "ParameterValue": ssm_param_name},
-                {"ParameterKey": "OptionParameter", "ParameterValue": "option-b"},
-            ],
-        )
-
-        aws_client.cloudformation.get_waiter("change_set_create_complete").wait(
-            ChangeSetName=changeset_name, StackName=stack_name
-        )
-
-    @pytest.mark.parametrize(
-        ["env_type", "should_create_bucket", "should_create_policy"],
-        [
-            ("test", False, False),
-            ("test", True, False),
-            ("prod", False, False),
-            ("prod", True, True),
-        ],
-        ids=[
-            "test-nobucket-nopolicy",
-            "test-bucket-nopolicy",
-            "prod-nobucket-nopolicy",
-            "prod-bucket-policy",
-        ],
-    )
-    @pytest.mark.skipif(condition=not is_aws_cloud(), reason="not supported yet")
-    @markers.aws.validated
-    def test_nested_conditions(
-        self,
-        aws_client,
-        deploy_cfn_template,
-        cleanups,
-        env_type,
-        should_create_bucket,
-        should_create_policy,
-        snapshot,
-    ):
-        """
-        Tests the case where a condition references another condition
-
-        EnvType == "prod" && BucketName != "" ==> creates bucket + policy
-        EnvType == "test" && BucketName != "" ==> creates bucket only
-        EnvType == "test" && BucketName == "" ==> no resource created
-        EnvType == "prod" && BucketName == "" ==> no resource created
-        """
-        bucket_name = f"ls-test-bucket-{short_uid()}" if should_create_bucket else ""
-        stack_name = f"condition-test-stack-{short_uid()}"
-        changeset_name = "initial"
-        cleanups.append(lambda: aws_client.cloudformation.delete_stack(StackName=stack_name))
-        snapshot.add_transformer(snapshot.transform.cloudformation_api())
-        if bucket_name:
-            snapshot.add_transformer(snapshot.transform.regex(bucket_name, "<bucket-name>"))
-        snapshot.add_transformer(snapshot.transform.regex(stack_name, "<stack-name>"))
-
-        template = load_file(
-            os.path.join(THIS_DIR, "../../../../../templates/conditions/nested-conditions.yaml")
-        )
-        create_cs_result = aws_client.cloudformation.create_change_set(
-            StackName=stack_name,
-            ChangeSetName=changeset_name,
-            TemplateBody=template,
-            ChangeSetType="CREATE",
-            Parameters=[
-                {"ParameterKey": "EnvType", "ParameterValue": env_type},
-                {"ParameterKey": "BucketName", "ParameterValue": bucket_name},
-            ],
-        )
-        snapshot.match("create_cs_result", create_cs_result)
-
-        aws_client.cloudformation.get_waiter("change_set_create_complete").wait(
-            ChangeSetName=changeset_name, StackName=stack_name
-        )
-
-        describe_changeset_result = aws_client.cloudformation.describe_change_set(
-            ChangeSetName=changeset_name, StackName=stack_name
-        )
-        snapshot.match("describe_changeset_result", describe_changeset_result)
-        aws_client.cloudformation.execute_change_set(
-            ChangeSetName=changeset_name, StackName=stack_name
-        )
-        aws_client.cloudformation.get_waiter("stack_create_complete").wait(StackName=stack_name)
-
-        stack_resources = aws_client.cloudformation.describe_stack_resources(StackName=stack_name)
-        if should_create_policy:
-            stack_policy = [
-                sr
-                for sr in stack_resources["StackResources"]
-                if sr["ResourceType"] == "AWS::S3::BucketPolicy"
-            ][0]
-            snapshot.add_transformer(
-                snapshot.transform.regex(stack_policy["PhysicalResourceId"], "<stack-policy>"),
-                priority=-1,
-            )
-
-        snapshot.match("stack_resources", stack_resources)
-        stack_events = aws_client.cloudformation.describe_stack_events(StackName=stack_name)
-        snapshot.match("stack_events", stack_events)
-        describe_stack_result = aws_client.cloudformation.describe_stacks(StackName=stack_name)
-        snapshot.match("describe_stack_result", describe_stack_result)
-
-        # manual assertions
-
-        # check that bucket exists
-        try:
-            aws_client.s3.head_bucket(Bucket=bucket_name)
-            bucket_exists = True
-        except Exception:
-            bucket_exists = False
-
-        assert bucket_exists == should_create_bucket
-
-        if bucket_exists:
-            # check if a policy exists on the bucket
-            try:
-                aws_client.s3.get_bucket_policy(Bucket=bucket_name)
-                bucket_policy_exists = True
-            except Exception:
-                bucket_policy_exists = False
-
-            assert bucket_policy_exists == should_create_policy
-
-    @pytest.mark.skipif(condition=not is_aws_cloud(), reason="not supported yet")
-    @markers.aws.validated
-    def test_output_reference_to_skipped_resource(self, deploy_cfn_template, aws_client, snapshot):
-        """test what happens to outputs that reference a resource that isn't deployed due to a falsy condition"""
-        with pytest.raises(aws_client.cloudformation.exceptions.ClientError) as e:
-            deploy_cfn_template(
-                template_path=os.path.join(
-                    THIS_DIR, "../../../../../templates/conditions/ref-condition-output.yaml"
-                ),
-                parameters={
-                    "OptionParameter": "option-b",
-                },
-            )
-        snapshot.match("unresolved_resource_reference_exception", e.value.response)
-
-    @pytest.mark.aws_validated
-    @pytest.mark.parametrize("create_parameter", ("true", "false"), ids=("create", "no-create"))
-    def test_conditional_att_to_conditional_resources(self, deploy_cfn_template, create_parameter):
-        template_path = os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/cfn_if_attribute_none.yml"
-        )
-
-        deployed = deploy_cfn_template(
-            template_path=template_path,
-            parameters={"CreateParameter": create_parameter},
-        )
-
-        if create_parameter == "false":
-            assert deployed.outputs["Result"] == "Value1"
-        else:
-            assert deployed.outputs["Result"] == "Value2"
-
-    # def test_updating_only_conditions_during_stack_update(self):
-    #     ...
-
-    # def test_condition_with_unsupported_intrinsic_functions(self):
-    # ...
-
-    @pytest.mark.parametrize(
-        ["should_use_fallback", "match_value"],
-        [
-            (None, "FallbackParamValue"),
-            ("false", "DefaultParamValue"),
-            # CFNV2:Other
-            # ("true", "FallbackParamValue"),
-        ],
-    )
-    @markers.aws.validated
-    def test_dependency_in_non_evaluated_if_branch(
-        self, deploy_cfn_template, aws_client, should_use_fallback, match_value
-    ):
-        parameters = (
-            {"ShouldUseFallbackParameter": should_use_fallback} if should_use_fallback else {}
-        )
-        stack = deploy_cfn_template(
-            template_path=os.path.join(
-                os.path.dirname(__file__),
-                "../../../../../templates/engine/cfn_if_conditional_reference.yaml",
-            ),
-            parameters=parameters,
-        )
-        param = aws_client.ssm.get_parameter(Name=stack.outputs["ParameterName"])
-        assert param["Parameter"]["Value"] == match_value
-
-    @markers.aws.validated
-    def test_sub_in_conditions(self, deploy_cfn_template, aws_client):
-        region = aws_client.cloudformation.meta.region_name
-        topic_prefix = f"test-topic-{short_uid()}"
-        suffix = short_uid()
-        stack = deploy_cfn_template(
-            template_path=os.path.join(
-                os.path.dirname(__file__),
-                "../../../../../templates/conditions/intrinsic-functions-in-conditions.yaml",
-            ),
-            parameters={
-                "TopicName": f"{topic_prefix}-{region}",
-                "TopicPrefix": topic_prefix,
-                "TopicNameWithSuffix": f"{topic_prefix}-{region}-{suffix}",
-                "TopicNameSuffix": suffix,
-            },
-        )
-
-        topic_arn = stack.outputs["TopicRef"]
-        aws_client.sns.get_topic_attributes(TopicArn=topic_arn)
-        assert topic_arn.split(":")[-1] == f"{topic_prefix}-{region}"
-
-        topic_arn_with_suffix = stack.outputs["TopicWithSuffixRef"]
-        aws_client.sns.get_topic_attributes(TopicArn=topic_arn_with_suffix)
-        assert topic_arn_with_suffix.split(":")[-1] == f"{topic_prefix}-{region}-{suffix}"
-
-    @markers.aws.validated
-    @pytest.mark.parametrize("env,region", [("dev", "us-west-2"), ("production", "us-east-1")])
-    def test_conditional_in_conditional(self, env, region, deploy_cfn_template, aws_client):
-        stack = deploy_cfn_template(
-            template_path=os.path.join(
-                os.path.dirname(__file__),
-                "../../../../../templates/conditions/conditional-in-conditional.yml",
-            ),
-            parameters={
-                "SelectedRegion": region,
-                "Environment": env,
-            },
-        )
-
-        if env == "production" and region == "us-east-1":
-            assert stack.outputs["Result"] == "true"
-        else:
-            assert stack.outputs["Result"] == "false"
-
-    @markers.aws.validated
-    def test_conditional_with_select(self, deploy_cfn_template, aws_client):
-        stack = deploy_cfn_template(
-            template_path=os.path.join(
-                os.path.dirname(__file__),
-                "../../../../../templates/conditions/conditional-with-select.yml",
-            ),
-        )
-
-        managed_policy_arn = stack.outputs["PolicyArn"]
-        assert aws_client.iam.get_policy(PolicyArn=managed_policy_arn)
-
-    @markers.aws.validated
-    def test_condition_on_outputs(self, deploy_cfn_template, aws_client):
-        """
-        The stack has 2 outputs.
-        Each is gated by a different condition value ("test" vs. "prod").
-        Only one of them should be returned for the stack outputs
-        """
-        nested_bucket_name = f"test-bucket-{short_uid()}"
-
-        stack = deploy_cfn_template(
-            template_path=os.path.join(
-                os.path.dirname(__file__),
-                "../../../../../templates/nested-stack-conditions.nested.yaml",
-            ),
-            parameters={
-                "BucketBaseName": nested_bucket_name,
-                "Mode": "prod",
-            },
-        )
-        assert "TestBucket" not in stack.outputs
-        assert stack.outputs["ProdBucket"] == f"{nested_bucket_name}-prod"
-        assert aws_client.s3.head_bucket(Bucket=stack.outputs["ProdBucket"])
-
-    @markers.aws.validated
-    def test_update_conditions(self, deploy_cfn_template, aws_client):
-        original_bucket_name = f"test-bucket-{short_uid()}"
-        stack_name = f"test-update-conditions-{short_uid()}"
-        deploy_cfn_template(
-            stack_name=stack_name,
-            template_path=os.path.join(
-                os.path.dirname(__file__), "../../../../../templates/cfn_condition_update_1.yml"
-            ),
-            parameters={"OriginalBucketName": original_bucket_name},
-        )
-        assert aws_client.s3.head_bucket(Bucket=original_bucket_name)
-
-        bucket_1 = f"test-bucket-1-{short_uid()}"
-        bucket_2 = f"test-bucket-2-{short_uid()}"
-
-        deploy_cfn_template(
-            stack_name=stack_name,
-            is_update=True,
-            template_path=os.path.join(
-                os.path.dirname(__file__), "../../../../../templates/cfn_condition_update_2.yml"
-            ),
-            parameters={
-                "OriginalBucketName": original_bucket_name,
-                "FirstBucket": bucket_1,
-                "SecondBucket": bucket_2,
-            },
-        )
-
-        assert aws_client.s3.head_bucket(Bucket=original_bucket_name)
-        assert aws_client.s3.head_bucket(Bucket=bucket_1)
-        with pytest.raises(aws_client.s3.exceptions.ClientError):
-            aws_client.s3.head_bucket(Bucket=bucket_2)
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_conditions.snapshot.json b/tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_conditions.snapshot.json
deleted file mode 100644
index 358e26e2e16a7..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_conditions.snapshot.json
+++ /dev/null
@@ -1,763 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_conditions.py::TestCloudFormationConditions::test_nested_conditions[test-nobucket-nopolicy]": {
-    "recorded-date": "26-06-2023, 14:20:49",
-    "recorded-content": {
-      "create_cs_result": {
-        "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
-        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "describe_changeset_result": {
-        "Capabilities": [],
-        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
-        "ChangeSetName": "<change-set-id:1>",
-        "Changes": [],
-        "CreationTime": "datetime",
-        "ExecutionStatus": "AVAILABLE",
-        "IncludeNestedStacks": false,
-        "NotificationARNs": [],
-        "Parameters": [
-          {
-            "ParameterKey": "BucketName",
-            "ParameterValue": ""
-          },
-          {
-            "ParameterKey": "EnvType",
-            "ParameterValue": "test"
-          }
-        ],
-        "RollbackConfiguration": {},
-        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-        "StackName": "<stack-name:1>",
-        "Status": "CREATE_COMPLETE",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "stack_resources": {
-        "StackResources": [],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "stack_events": {
-        "StackEvents": [
-          {
-            "EventId": "<uuid:1>",
-            "LogicalResourceId": "<stack-name:1>",
-            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-            "ResourceStatus": "CREATE_COMPLETE",
-            "ResourceType": "AWS::CloudFormation::Stack",
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-            "StackName": "<stack-name:1>",
-            "Timestamp": "timestamp"
-          },
-          {
-            "EventId": "<uuid:2>",
-            "LogicalResourceId": "<stack-name:1>",
-            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-            "ResourceStatus": "CREATE_IN_PROGRESS",
-            "ResourceStatusReason": "User Initiated",
-            "ResourceType": "AWS::CloudFormation::Stack",
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-            "StackName": "<stack-name:1>",
-            "Timestamp": "timestamp"
-          },
-          {
-            "EventId": "<uuid:3>",
-            "LogicalResourceId": "<stack-name:1>",
-            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-            "ResourceStatus": "REVIEW_IN_PROGRESS",
-            "ResourceStatusReason": "User Initiated",
-            "ResourceType": "AWS::CloudFormation::Stack",
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-            "StackName": "<stack-name:1>",
-            "Timestamp": "timestamp"
-          }
-        ],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "describe_stack_result": {
-        "Stacks": [
-          {
-            "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
-            "CreationTime": "datetime",
-            "DisableRollback": false,
-            "DriftInformation": {
-              "StackDriftStatus": "NOT_CHECKED"
-            },
-            "EnableTerminationProtection": false,
-            "LastUpdatedTime": "datetime",
-            "NotificationARNs": [],
-            "Parameters": [
-              {
-                "ParameterKey": "BucketName",
-                "ParameterValue": ""
-              },
-              {
-                "ParameterKey": "EnvType",
-                "ParameterValue": "test"
-              }
-            ],
-            "RollbackConfiguration": {},
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-            "StackName": "<stack-name:1>",
-            "StackStatus": "CREATE_COMPLETE",
-            "Tags": []
-          }
-        ],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_conditions.py::TestCloudFormationConditions::test_nested_conditions[test-bucket-nopolicy]": {
-    "recorded-date": "26-06-2023, 14:21:54",
-    "recorded-content": {
-      "create_cs_result": {
-        "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
-        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "describe_changeset_result": {
-        "Capabilities": [],
-        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
-        "ChangeSetName": "<change-set-id:1>",
-        "Changes": [
-          {
-            "ResourceChange": {
-              "Action": "Add",
-              "Details": [],
-              "LogicalResourceId": "Bucket",
-              "ResourceType": "AWS::S3::Bucket",
-              "Scope": []
-            },
-            "Type": "Resource"
-          }
-        ],
-        "CreationTime": "datetime",
-        "ExecutionStatus": "AVAILABLE",
-        "IncludeNestedStacks": false,
-        "NotificationARNs": [],
-        "Parameters": [
-          {
-            "ParameterKey": "BucketName",
-            "ParameterValue": "<bucket-name>"
-          },
-          {
-            "ParameterKey": "EnvType",
-            "ParameterValue": "test"
-          }
-        ],
-        "RollbackConfiguration": {},
-        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-        "StackName": "<stack-name:1>",
-        "Status": "CREATE_COMPLETE",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "stack_resources": {
-        "StackResources": [
-          {
-            "DriftInformation": {
-              "StackResourceDriftStatus": "NOT_CHECKED"
-            },
-            "LogicalResourceId": "Bucket",
-            "PhysicalResourceId": "<bucket-name>",
-            "ResourceStatus": "CREATE_COMPLETE",
-            "ResourceType": "AWS::S3::Bucket",
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-            "StackName": "<stack-name:1>",
-            "Timestamp": "timestamp"
-          }
-        ],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "stack_events": {
-        "StackEvents": [
-          {
-            "EventId": "<uuid:1>",
-            "LogicalResourceId": "<stack-name:1>",
-            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-            "ResourceStatus": "CREATE_COMPLETE",
-            "ResourceType": "AWS::CloudFormation::Stack",
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-            "StackName": "<stack-name:1>",
-            "Timestamp": "timestamp"
-          },
-          {
-            "EventId": "Bucket-CREATE_COMPLETE-date",
-            "LogicalResourceId": "Bucket",
-            "PhysicalResourceId": "<bucket-name>",
-            "ResourceProperties": {
-              "BucketName": "<bucket-name>"
-            },
-            "ResourceStatus": "CREATE_COMPLETE",
-            "ResourceType": "AWS::S3::Bucket",
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-            "StackName": "<stack-name:1>",
-            "Timestamp": "timestamp"
-          },
-          {
-            "EventId": "Bucket-CREATE_IN_PROGRESS-date",
-            "LogicalResourceId": "Bucket",
-            "PhysicalResourceId": "<bucket-name>",
-            "ResourceProperties": {
-              "BucketName": "<bucket-name>"
-            },
-            "ResourceStatus": "CREATE_IN_PROGRESS",
-            "ResourceStatusReason": "Resource creation Initiated",
-            "ResourceType": "AWS::S3::Bucket",
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-            "StackName": "<stack-name:1>",
-            "Timestamp": "timestamp"
-          },
-          {
-            "EventId": "Bucket-CREATE_IN_PROGRESS-date",
-            "LogicalResourceId": "Bucket",
-            "PhysicalResourceId": "",
-            "ResourceProperties": {
-              "BucketName": "<bucket-name>"
-            },
-            "ResourceStatus": "CREATE_IN_PROGRESS",
-            "ResourceType": "AWS::S3::Bucket",
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-            "StackName": "<stack-name:1>",
-            "Timestamp": "timestamp"
-          },
-          {
-            "EventId": "<uuid:2>",
-            "LogicalResourceId": "<stack-name:1>",
-            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-            "ResourceStatus": "CREATE_IN_PROGRESS",
-            "ResourceStatusReason": "User Initiated",
-            "ResourceType": "AWS::CloudFormation::Stack",
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-            "StackName": "<stack-name:1>",
-            "Timestamp": "timestamp"
-          },
-          {
-            "EventId": "<uuid:3>",
-            "LogicalResourceId": "<stack-name:1>",
-            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-            "ResourceStatus": "REVIEW_IN_PROGRESS",
-            "ResourceStatusReason": "User Initiated",
-            "ResourceType": "AWS::CloudFormation::Stack",
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-            "StackName": "<stack-name:1>",
-            "Timestamp": "timestamp"
-          }
-        ],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "describe_stack_result": {
-        "Stacks": [
-          {
-            "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
-            "CreationTime": "datetime",
-            "DisableRollback": false,
-            "DriftInformation": {
-              "StackDriftStatus": "NOT_CHECKED"
-            },
-            "EnableTerminationProtection": false,
-            "LastUpdatedTime": "datetime",
-            "NotificationARNs": [],
-            "Parameters": [
-              {
-                "ParameterKey": "BucketName",
-                "ParameterValue": "<bucket-name>"
-              },
-              {
-                "ParameterKey": "EnvType",
-                "ParameterValue": "test"
-              }
-            ],
-            "RollbackConfiguration": {},
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-            "StackName": "<stack-name:1>",
-            "StackStatus": "CREATE_COMPLETE",
-            "Tags": []
-          }
-        ],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_conditions.py::TestCloudFormationConditions::test_nested_conditions[prod-nobucket-nopolicy]": {
-    "recorded-date": "26-06-2023, 14:22:58",
-    "recorded-content": {
-      "create_cs_result": {
-        "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
-        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "describe_changeset_result": {
-        "Capabilities": [],
-        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
-        "ChangeSetName": "<change-set-id:1>",
-        "Changes": [],
-        "CreationTime": "datetime",
-        "ExecutionStatus": "AVAILABLE",
-        "IncludeNestedStacks": false,
-        "NotificationARNs": [],
-        "Parameters": [
-          {
-            "ParameterKey": "BucketName",
-            "ParameterValue": ""
-          },
-          {
-            "ParameterKey": "EnvType",
-            "ParameterValue": "prod"
-          }
-        ],
-        "RollbackConfiguration": {},
-        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-        "StackName": "<stack-name:1>",
-        "Status": "CREATE_COMPLETE",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "stack_resources": {
-        "StackResources": [],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "stack_events": {
-        "StackEvents": [
-          {
-            "EventId": "<uuid:1>",
-            "LogicalResourceId": "<stack-name:1>",
-            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-            "ResourceStatus": "CREATE_COMPLETE",
-            "ResourceType": "AWS::CloudFormation::Stack",
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-            "StackName": "<stack-name:1>",
-            "Timestamp": "timestamp"
-          },
-          {
-            "EventId": "<uuid:2>",
-            "LogicalResourceId": "<stack-name:1>",
-            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-            "ResourceStatus": "CREATE_IN_PROGRESS",
-            "ResourceStatusReason": "User Initiated",
-            "ResourceType": "AWS::CloudFormation::Stack",
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-            "StackName": "<stack-name:1>",
-            "Timestamp": "timestamp"
-          },
-          {
-            "EventId": "<uuid:3>",
-            "LogicalResourceId": "<stack-name:1>",
-            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-            "ResourceStatus": "REVIEW_IN_PROGRESS",
-            "ResourceStatusReason": "User Initiated",
-            "ResourceType": "AWS::CloudFormation::Stack",
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-            "StackName": "<stack-name:1>",
-            "Timestamp": "timestamp"
-          }
-        ],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "describe_stack_result": {
-        "Stacks": [
-          {
-            "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
-            "CreationTime": "datetime",
-            "DisableRollback": false,
-            "DriftInformation": {
-              "StackDriftStatus": "NOT_CHECKED"
-            },
-            "EnableTerminationProtection": false,
-            "LastUpdatedTime": "datetime",
-            "NotificationARNs": [],
-            "Parameters": [
-              {
-                "ParameterKey": "BucketName",
-                "ParameterValue": ""
-              },
-              {
-                "ParameterKey": "EnvType",
-                "ParameterValue": "prod"
-              }
-            ],
-            "RollbackConfiguration": {},
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-            "StackName": "<stack-name:1>",
-            "StackStatus": "CREATE_COMPLETE",
-            "Tags": []
-          }
-        ],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_conditions.py::TestCloudFormationConditions::test_nested_conditions[prod-bucket-policy]": {
-    "recorded-date": "26-06-2023, 14:24:03",
-    "recorded-content": {
-      "create_cs_result": {
-        "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
-        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "describe_changeset_result": {
-        "Capabilities": [],
-        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
-        "ChangeSetName": "<change-set-id:1>",
-        "Changes": [
-          {
-            "ResourceChange": {
-              "Action": "Add",
-              "Details": [],
-              "LogicalResourceId": "Bucket",
-              "ResourceType": "AWS::S3::Bucket",
-              "Scope": []
-            },
-            "Type": "Resource"
-          },
-          {
-            "ResourceChange": {
-              "Action": "Add",
-              "Details": [],
-              "LogicalResourceId": "Policy",
-              "ResourceType": "AWS::S3::BucketPolicy",
-              "Scope": []
-            },
-            "Type": "Resource"
-          }
-        ],
-        "CreationTime": "datetime",
-        "ExecutionStatus": "AVAILABLE",
-        "IncludeNestedStacks": false,
-        "NotificationARNs": [],
-        "Parameters": [
-          {
-            "ParameterKey": "BucketName",
-            "ParameterValue": "<bucket-name>"
-          },
-          {
-            "ParameterKey": "EnvType",
-            "ParameterValue": "prod"
-          }
-        ],
-        "RollbackConfiguration": {},
-        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-        "StackName": "<stack-name:1>",
-        "Status": "CREATE_COMPLETE",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "stack_resources": {
-        "StackResources": [
-          {
-            "DriftInformation": {
-              "StackResourceDriftStatus": "NOT_CHECKED"
-            },
-            "LogicalResourceId": "Bucket",
-            "PhysicalResourceId": "<bucket-name>",
-            "ResourceStatus": "CREATE_COMPLETE",
-            "ResourceType": "AWS::S3::Bucket",
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-            "StackName": "<stack-name:1>",
-            "Timestamp": "timestamp"
-          },
-          {
-            "DriftInformation": {
-              "StackResourceDriftStatus": "NOT_CHECKED"
-            },
-            "LogicalResourceId": "Policy",
-            "PhysicalResourceId": "<stack-policy>",
-            "ResourceStatus": "CREATE_COMPLETE",
-            "ResourceType": "AWS::S3::BucketPolicy",
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-            "StackName": "<stack-name:1>",
-            "Timestamp": "timestamp"
-          }
-        ],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "stack_events": {
-        "StackEvents": [
-          {
-            "EventId": "<uuid:1>",
-            "LogicalResourceId": "<stack-name:1>",
-            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-            "ResourceStatus": "CREATE_COMPLETE",
-            "ResourceType": "AWS::CloudFormation::Stack",
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-            "StackName": "<stack-name:1>",
-            "Timestamp": "timestamp"
-          },
-          {
-            "EventId": "Policy-CREATE_COMPLETE-date",
-            "LogicalResourceId": "Policy",
-            "PhysicalResourceId": "<stack-policy>",
-            "ResourceProperties": {
-              "Bucket": "<bucket-name>",
-              "PolicyDocument": {
-                "Version": "2012-10-17",
-                "Statement": [
-                  {
-                    "Action": [
-                      "s3:GetObject"
-                    ],
-                    "Resource": [
-                      "arn:<partition>:s3:::<bucket-name>/*"
-                    ],
-                    "Effect": "Allow",
-                    "Principal": {
-                      "Service": "lambda.amazonaws.com"
-                    }
-                  }
-                ]
-              }
-            },
-            "ResourceStatus": "CREATE_COMPLETE",
-            "ResourceType": "AWS::S3::BucketPolicy",
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-            "StackName": "<stack-name:1>",
-            "Timestamp": "timestamp"
-          },
-          {
-            "EventId": "Policy-CREATE_IN_PROGRESS-date",
-            "LogicalResourceId": "Policy",
-            "PhysicalResourceId": "<stack-policy>",
-            "ResourceProperties": {
-              "Bucket": "<bucket-name>",
-              "PolicyDocument": {
-                "Version": "2012-10-17",
-                "Statement": [
-                  {
-                    "Action": [
-                      "s3:GetObject"
-                    ],
-                    "Resource": [
-                      "arn:<partition>:s3:::<bucket-name>/*"
-                    ],
-                    "Effect": "Allow",
-                    "Principal": {
-                      "Service": "lambda.amazonaws.com"
-                    }
-                  }
-                ]
-              }
-            },
-            "ResourceStatus": "CREATE_IN_PROGRESS",
-            "ResourceStatusReason": "Resource creation Initiated",
-            "ResourceType": "AWS::S3::BucketPolicy",
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-            "StackName": "<stack-name:1>",
-            "Timestamp": "timestamp"
-          },
-          {
-            "EventId": "Policy-CREATE_IN_PROGRESS-date",
-            "LogicalResourceId": "Policy",
-            "PhysicalResourceId": "",
-            "ResourceProperties": {
-              "Bucket": "<bucket-name>",
-              "PolicyDocument": {
-                "Version": "2012-10-17",
-                "Statement": [
-                  {
-                    "Action": [
-                      "s3:GetObject"
-                    ],
-                    "Resource": [
-                      "arn:<partition>:s3:::<bucket-name>/*"
-                    ],
-                    "Effect": "Allow",
-                    "Principal": {
-                      "Service": "lambda.amazonaws.com"
-                    }
-                  }
-                ]
-              }
-            },
-            "ResourceStatus": "CREATE_IN_PROGRESS",
-            "ResourceType": "AWS::S3::BucketPolicy",
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-            "StackName": "<stack-name:1>",
-            "Timestamp": "timestamp"
-          },
-          {
-            "EventId": "Bucket-CREATE_COMPLETE-date",
-            "LogicalResourceId": "Bucket",
-            "PhysicalResourceId": "<bucket-name>",
-            "ResourceProperties": {
-              "BucketName": "<bucket-name>"
-            },
-            "ResourceStatus": "CREATE_COMPLETE",
-            "ResourceType": "AWS::S3::Bucket",
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-            "StackName": "<stack-name:1>",
-            "Timestamp": "timestamp"
-          },
-          {
-            "EventId": "Bucket-CREATE_IN_PROGRESS-date",
-            "LogicalResourceId": "Bucket",
-            "PhysicalResourceId": "<bucket-name>",
-            "ResourceProperties": {
-              "BucketName": "<bucket-name>"
-            },
-            "ResourceStatus": "CREATE_IN_PROGRESS",
-            "ResourceStatusReason": "Resource creation Initiated",
-            "ResourceType": "AWS::S3::Bucket",
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-            "StackName": "<stack-name:1>",
-            "Timestamp": "timestamp"
-          },
-          {
-            "EventId": "Bucket-CREATE_IN_PROGRESS-date",
-            "LogicalResourceId": "Bucket",
-            "PhysicalResourceId": "",
-            "ResourceProperties": {
-              "BucketName": "<bucket-name>"
-            },
-            "ResourceStatus": "CREATE_IN_PROGRESS",
-            "ResourceType": "AWS::S3::Bucket",
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-            "StackName": "<stack-name:1>",
-            "Timestamp": "timestamp"
-          },
-          {
-            "EventId": "<uuid:2>",
-            "LogicalResourceId": "<stack-name:1>",
-            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-            "ResourceStatus": "CREATE_IN_PROGRESS",
-            "ResourceStatusReason": "User Initiated",
-            "ResourceType": "AWS::CloudFormation::Stack",
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-            "StackName": "<stack-name:1>",
-            "Timestamp": "timestamp"
-          },
-          {
-            "EventId": "<uuid:3>",
-            "LogicalResourceId": "<stack-name:1>",
-            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-            "ResourceStatus": "REVIEW_IN_PROGRESS",
-            "ResourceStatusReason": "User Initiated",
-            "ResourceType": "AWS::CloudFormation::Stack",
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-            "StackName": "<stack-name:1>",
-            "Timestamp": "timestamp"
-          }
-        ],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "describe_stack_result": {
-        "Stacks": [
-          {
-            "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
-            "CreationTime": "datetime",
-            "DisableRollback": false,
-            "DriftInformation": {
-              "StackDriftStatus": "NOT_CHECKED"
-            },
-            "EnableTerminationProtection": false,
-            "LastUpdatedTime": "datetime",
-            "NotificationARNs": [],
-            "Parameters": [
-              {
-                "ParameterKey": "BucketName",
-                "ParameterValue": "<bucket-name>"
-              },
-              {
-                "ParameterKey": "EnvType",
-                "ParameterValue": "prod"
-              }
-            ],
-            "RollbackConfiguration": {},
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-            "StackName": "<stack-name:1>",
-            "StackStatus": "CREATE_COMPLETE",
-            "Tags": []
-          }
-        ],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_conditions.py::TestCloudFormationConditions::test_dependent_ref": {
-    "recorded-date": "26-06-2023, 14:18:26",
-    "recorded-content": {
-      "dependent_ref_exc": {
-        "Error": {
-          "Code": "ValidationError",
-          "Message": "Template format error: Unresolved resource dependencies [MyTopic] in the Resources block of the template",
-          "Type": "Sender"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 400
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_conditions.py::TestCloudFormationConditions::test_output_reference_to_skipped_resource": {
-    "recorded-date": "27-06-2023, 00:43:18",
-    "recorded-content": {
-      "unresolved_resource_reference_exception": {
-        "Error": {
-          "Code": "ValidationError",
-          "Message": "Unresolved resource dependencies [MyTopic] in the Outputs block of the template",
-          "Type": "Sender"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 400
-        }
-      }
-    }
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_conditions.validation.json b/tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_conditions.validation.json
deleted file mode 100644
index e285748924d8a..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_conditions.validation.json
+++ /dev/null
@@ -1,23 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_conditions.py::TestCloudFormationConditions::test_dependent_ref": {
-    "last_validated_date": "2023-06-26T12:18:26+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_conditions.py::TestCloudFormationConditions::test_nested_conditions[prod-bucket-policy]": {
-    "last_validated_date": "2023-06-26T12:24:03+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_conditions.py::TestCloudFormationConditions::test_nested_conditions[prod-nobucket-nopolicy]": {
-    "last_validated_date": "2023-06-26T12:22:58+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_conditions.py::TestCloudFormationConditions::test_nested_conditions[test-bucket-nopolicy]": {
-    "last_validated_date": "2023-06-26T12:21:54+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_conditions.py::TestCloudFormationConditions::test_nested_conditions[test-nobucket-nopolicy]": {
-    "last_validated_date": "2023-06-26T12:20:49+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_conditions.py::TestCloudFormationConditions::test_output_reference_to_skipped_resource": {
-    "last_validated_date": "2023-06-26T22:43:18+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_conditions.py::TestCloudFormationConditions::test_update_conditions": {
-    "last_validated_date": "2024-06-18T19:43:43+00:00"
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_mappings.py b/tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_mappings.py
deleted file mode 100644
index a088355fd966a..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_mappings.py
+++ /dev/null
@@ -1,266 +0,0 @@
-import os
-
-import pytest
-
-from localstack.services.cloudformation.v2.utils import is_v2_engine
-from localstack.testing.aws.util import is_aws_cloud
-from localstack.testing.pytest import markers
-from localstack.testing.pytest.fixtures import StackDeployError
-from localstack.utils.files import load_file
-from localstack.utils.strings import short_uid
-
-THIS_DIR = os.path.dirname(__file__)
-
-pytestmark = pytest.mark.skipif(
-    condition=not is_v2_engine() and not is_aws_cloud(),
-    reason="Only targeting the new engine",
-)
-
-
-@markers.snapshot.skip_snapshot_verify
-class TestCloudFormationMappings:
-    @markers.aws.validated
-    def test_simple_mapping_working(self, aws_client, deploy_cfn_template):
-        """
-        A very simple test to deploy a resource with a name depending on a value that needs to be looked up from the mapping
-        """
-        topic_name = f"test-topic-{short_uid()}"
-        deployment = deploy_cfn_template(
-            template_path=os.path.join(
-                THIS_DIR, "../../../../../templates/mappings/simple-mapping.yaml"
-            ),
-            parameters={
-                "TopicName": topic_name,
-                "TopicNameSuffixSelector": "A",
-            },
-        )
-        # verify that CloudFormation includes the resource
-        stack_resources = aws_client.cloudformation.describe_stack_resources(
-            StackName=deployment.stack_id
-        )
-        assert stack_resources["StackResources"]
-
-        expected_topic_name = f"{topic_name}-suffix-a"
-
-        # verify actual resource deployment
-        assert [
-            t
-            for t in aws_client.sns.get_paginator("list_topics")
-            .paginate()
-            .build_full_result()["Topics"]
-            if expected_topic_name in t["TopicArn"]
-        ]
-
-    @markers.aws.validated
-    @pytest.mark.skip(reason="not implemented")
-    def test_mapping_with_nonexisting_key(self, aws_client, cleanups, snapshot):
-        """
-        Tries to deploy a resource with a dependency on a mapping key
-        which is not included in the Mappings section and thus can't be resolved
-        """
-        topic_name = f"test-topic-{short_uid()}"
-        stack_name = f"test-stack-{short_uid()}"
-        cleanups.append(lambda: aws_client.cloudformation.delete_stack(StackName=stack_name))
-        template_body = load_file(
-            os.path.join(THIS_DIR, "../../../../../templates/mappings/simple-mapping.yaml")
-        )
-
-        with pytest.raises(aws_client.cloudformation.exceptions.ClientError) as e:
-            aws_client.cloudformation.create_change_set(
-                StackName=stack_name,
-                ChangeSetName="initial",
-                TemplateBody=template_body,
-                ChangeSetType="CREATE",
-                Parameters=[
-                    {"ParameterKey": "TopicName", "ParameterValue": topic_name},
-                    {"ParameterKey": "TopicNameSuffixSelector", "ParameterValue": "C"},
-                ],
-            )
-        snapshot.match("mapping_nonexisting_key_exc", e.value.response)
-
-    @pytest.mark.skip(reason="CFNV2:Validation")
-    @markers.aws.only_localstack
-    def test_async_mapping_error_first_level(self, deploy_cfn_template):
-        """
-        We don't (yet) support validating mappings synchronously in `create_changeset` like AWS does, however
-        we don't fail with a good error message at all. This test ensures that the deployment fails with a
-        nicer error message than a Python traceback about "`None` has no attribute `get`".
-        """
-        topic_name = f"test-topic-{short_uid()}"
-        with pytest.raises(StackDeployError) as exc_info:
-            deploy_cfn_template(
-                template_path=os.path.join(
-                    THIS_DIR,
-                    "../../../../../templates/mappings/simple-mapping.yaml",
-                ),
-                parameters={
-                    "TopicName": topic_name,
-                    "TopicNameSuffixSelector": "C",
-                },
-            )
-
-        assert "Cannot find map key 'C' in mapping 'TopicSuffixMap'" in str(exc_info.value)
-
-    @pytest.mark.skip(reason="CFNV2:Validation")
-    @markers.aws.only_localstack
-    def test_async_mapping_error_second_level(self, deploy_cfn_template):
-        """
-        Similar to the `test_async_mapping_error_first_level` test above, but
-        checking the second level of mapping lookup
-        """
-        topic_name = f"test-topic-{short_uid()}"
-        with pytest.raises(StackDeployError) as exc_info:
-            deploy_cfn_template(
-                template_path=os.path.join(
-                    THIS_DIR,
-                    "../../../../../templates/mappings/simple-mapping.yaml",
-                ),
-                parameters={
-                    "TopicName": topic_name,
-                    "TopicNameSuffixSelector": "A",
-                    "TopicAttributeSelector": "NotValid",
-                },
-            )
-
-        assert "Cannot find map key 'NotValid' in mapping 'TopicSuffixMap' under key 'A'" in str(
-            exc_info.value
-        )
-
-    @markers.aws.validated
-    @pytest.mark.skip(reason="not implemented")
-    def test_mapping_with_invalid_refs(self, aws_client, deploy_cfn_template, cleanups, snapshot):
-        """
-        The Mappings section can only include static elements (strings and lists).
-        In this test one value is instead a `Ref` which should be rejected by the service
-
-        Also note the overlap with the `test_mapping_with_nonexisting_key` case here.
-        Even though we specify a non-existing key here again (`C`), the returned error is for the invalid structure.
-        """
-        topic_name = f"test-topic-{short_uid()}"
-        stack_name = f"test-stack-{short_uid()}"
-        cleanups.append(lambda: aws_client.cloudformation.delete_stack(StackName=stack_name))
-        template_body = load_file(
-            os.path.join(
-                THIS_DIR, "../../../../../templates/mappings/simple-mapping-invalid-ref.yaml"
-            )
-        )
-
-        with pytest.raises(aws_client.cloudformation.exceptions.ClientError) as e:
-            aws_client.cloudformation.create_change_set(
-                StackName=stack_name,
-                ChangeSetName="initial",
-                TemplateBody=template_body,
-                ChangeSetType="CREATE",
-                Parameters=[
-                    {"ParameterKey": "TopicName", "ParameterValue": topic_name},
-                    {"ParameterKey": "TopicNameSuffixSelector", "ParameterValue": "C"},
-                    {"ParameterKey": "TopicNameSuffix", "ParameterValue": "suffix-c"},
-                ],
-            )
-        snapshot.match("mapping_invalid_ref_exc", e.value.response)
-
-    @markers.aws.validated
-    @pytest.mark.skip(reason="not implemented")
-    def test_mapping_maximum_nesting_depth(self, aws_client, cleanups, snapshot):
-        """
-        Tries to deploy a template containing a mapping with a nesting depth of 3.
-        The maximum depth is 2 so it should fail
-
-        """
-        topic_name = f"test-topic-{short_uid()}"
-        stack_name = f"test-stack-{short_uid()}"
-        cleanups.append(lambda: aws_client.cloudformation.delete_stack(StackName=stack_name))
-        template_body = load_file(
-            os.path.join(
-                THIS_DIR, "../../../../../templates/mappings/simple-mapping-nesting-depth.yaml"
-            )
-        )
-
-        with pytest.raises(aws_client.cloudformation.exceptions.ClientError) as e:
-            aws_client.cloudformation.create_change_set(
-                StackName=stack_name,
-                ChangeSetName="initial",
-                TemplateBody=template_body,
-                ChangeSetType="CREATE",
-                Parameters=[
-                    {"ParameterKey": "TopicName", "ParameterValue": topic_name},
-                    {"ParameterKey": "TopicNameSuffixSelector", "ParameterValue": "A"},
-                ],
-            )
-        snapshot.match("mapping_maximum_level_exc", e.value.response)
-
-    @markers.aws.validated
-    @pytest.mark.skip(reason="not implemented")
-    def test_mapping_minimum_nesting_depth(self, aws_client, cleanups, snapshot):
-        """
-        Tries to deploy a template containing a mapping with a nesting depth of 1.
-        The required depth is 2, so it should fail for a single level
-        """
-        topic_name = f"test-topic-{short_uid()}"
-        stack_name = f"test-stack-{short_uid()}"
-        cleanups.append(lambda: aws_client.cloudformation.delete_stack(StackName=stack_name))
-        template_body = load_file(
-            os.path.join(
-                THIS_DIR, "../../../../../templates/mappings/simple-mapping-single-level.yaml"
-            )
-        )
-
-        with pytest.raises(aws_client.cloudformation.exceptions.ClientError) as e:
-            aws_client.cloudformation.create_change_set(
-                StackName=stack_name,
-                ChangeSetName="initial",
-                TemplateBody=template_body,
-                ChangeSetType="CREATE",
-                Parameters=[
-                    {"ParameterKey": "TopicName", "ParameterValue": topic_name},
-                    {"ParameterKey": "TopicNameSuffixSelector", "ParameterValue": "A"},
-                ],
-            )
-        snapshot.match("mapping_minimum_level_exc", e.value.response)
-
-    @markers.aws.validated
-    @pytest.mark.parametrize(
-        "map_key,should_error",
-        [
-            ("A", False),
-            ("B", True),
-        ],
-        ids=["should-deploy", "should-not-deploy"],
-    )
-    def test_mapping_ref_map_key(self, deploy_cfn_template, aws_client, map_key, should_error):
-        topic_name = f"topic-{short_uid()}"
-        stack = deploy_cfn_template(
-            template_path=os.path.join(
-                THIS_DIR, "../../../../../templates/mappings/mapping-ref-map-key.yaml"
-            ),
-            parameters={
-                "MapName": "MyMap",
-                "MapKey": map_key,
-                "TopicName": topic_name,
-            },
-        )
-
-        topic_arn = stack.outputs.get("TopicArn")
-        if should_error:
-            assert topic_arn is None
-        else:
-            assert topic_arn is not None
-
-            aws_client.sns.get_topic_attributes(TopicArn=topic_arn)
-
-    @markers.aws.validated
-    def test_aws_refs_in_mappings(self, deploy_cfn_template, account_id):
-        """
-        This test asserts that Pseudo references aka "AWS::" are supported inside a mapping inside a Conditional.
-        It's worth remembering that even with references being supported, AWS rejects names that are not alphanumeric
-        in Mapping name or the second level key.
-        """
-        stack_name = f"Stack{short_uid()}"
-        stack = deploy_cfn_template(
-            template_path=os.path.join(
-                THIS_DIR, "../../../../../templates/mappings/mapping-aws-ref-map-key.yaml"
-            ),
-            stack_name=stack_name,
-            template_mapping={"StackName": stack_name},
-        )
-        assert stack.outputs.get("TopicArn")
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_mappings.snapshot.json b/tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_mappings.snapshot.json
deleted file mode 100644
index b5ecf4d26a841..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_mappings.snapshot.json
+++ /dev/null
@@ -1,66 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_mappings.py::TestCloudFormationMappings::test_mapping_with_nonexisting_key": {
-    "recorded-date": "12-06-2023, 16:47:23",
-    "recorded-content": {
-      "mapping_nonexisting_key_exc": {
-        "Error": {
-          "Code": "ValidationError",
-          "Message": "Template error: Unable to get mapping for TopicSuffixMap::C::Suffix",
-          "Type": "Sender"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 400
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_mappings.py::TestCloudFormationMappings::test_mapping_with_invalid_refs": {
-    "recorded-date": "12-06-2023, 16:47:24",
-    "recorded-content": {
-      "mapping_invalid_ref_exc": {
-        "Error": {
-          "Code": "ValidationError",
-          "Message": "Template format error: Every Mappings attribute must be a String or a List.",
-          "Type": "Sender"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 400
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_mappings.py::TestCloudFormationMappings::test_mapping_maximum_nesting_depth": {
-    "recorded-date": "12-06-2023, 16:47:24",
-    "recorded-content": {
-      "mapping_maximum_level_exc": {
-        "Error": {
-          "Code": "ValidationError",
-          "Message": "Template format error: Every Mappings attribute must be a String or a List.",
-          "Type": "Sender"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 400
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_mappings.py::TestCloudFormationMappings::test_mapping_minimum_nesting_depth": {
-    "recorded-date": "12-06-2023, 16:47:25",
-    "recorded-content": {
-      "mapping_minimum_level_exc": {
-        "Error": {
-          "Code": "ValidationError",
-          "Message": "Template format error: Every Mappings member A must be a map",
-          "Type": "Sender"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 400
-        }
-      }
-    }
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_mappings.validation.json b/tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_mappings.validation.json
deleted file mode 100644
index b66abfb0050a0..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_mappings.validation.json
+++ /dev/null
@@ -1,23 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_mappings.py::TestCloudFormationMappings::test_aws_refs_in_mappings": {
-    "last_validated_date": "2024-10-15T17:22:43+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_mappings.py::TestCloudFormationMappings::test_mapping_maximum_nesting_depth": {
-    "last_validated_date": "2023-06-12T14:47:24+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_mappings.py::TestCloudFormationMappings::test_mapping_minimum_nesting_depth": {
-    "last_validated_date": "2023-06-12T14:47:25+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_mappings.py::TestCloudFormationMappings::test_mapping_ref_map_key[should-deploy]": {
-    "last_validated_date": "2024-10-17T22:40:44+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_mappings.py::TestCloudFormationMappings::test_mapping_ref_map_key[should-not-deploy]": {
-    "last_validated_date": "2024-10-17T22:41:45+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_mappings.py::TestCloudFormationMappings::test_mapping_with_invalid_refs": {
-    "last_validated_date": "2023-06-12T14:47:24+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_mappings.py::TestCloudFormationMappings::test_mapping_with_nonexisting_key": {
-    "last_validated_date": "2023-06-12T14:47:23+00:00"
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_references.py b/tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_references.py
deleted file mode 100644
index d89ae634ae003..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_references.py
+++ /dev/null
@@ -1,131 +0,0 @@
-import json
-import os
-
-import pytest
-from botocore.exceptions import ClientError
-
-from localstack.services.cloudformation.v2.utils import is_v2_engine
-from localstack.testing.aws.util import is_aws_cloud
-from localstack.testing.pytest import markers
-from localstack.utils.files import load_file
-from localstack.utils.strings import short_uid
-
-pytestmark = pytest.mark.skipif(
-    condition=not is_v2_engine() and not is_aws_cloud(),
-    reason="Only targeting the new engine",
-)
-
-
-class TestDependsOn:
-    @pytest.mark.skip(reason="not supported yet")
-    @markers.aws.validated
-    def test_depends_on_with_missing_reference(
-        self, deploy_cfn_template, aws_client, cleanups, snapshot
-    ):
-        stack_name = f"test-stack-{short_uid()}"
-        template_path = os.path.join(
-            os.path.dirname(__file__),
-            "../../../../../templates/engine/cfn_dependson_nonexisting_resource.yaml",
-        )
-        cleanups.append(lambda: aws_client.cloudformation.delete_stack(StackName=stack_name))
-
-        with pytest.raises(aws_client.cloudformation.exceptions.ClientError) as e:
-            aws_client.cloudformation.create_change_set(
-                StackName=stack_name,
-                ChangeSetName="init",
-                ChangeSetType="CREATE",
-                TemplateBody=load_file(template_path),
-            )
-        snapshot.match("depends_on_nonexisting_exception", e.value.response)
-
-
-class TestFnSub:
-    # TODO: add test for list sub without a second argument (i.e. the list)
-    #   => Template error: One or more Fn::Sub intrinsic functions don't specify expected arguments. Specify a string as first argument, and an optional second argument to specify a mapping of values to replace in the string
-
-    @markers.aws.validated
-    def test_fn_sub_cases(self, deploy_cfn_template, aws_client, snapshot):
-        ssm_parameter_name = f"test-param-{short_uid()}"
-        snapshot.add_transformer(
-            snapshot.transform.regex(ssm_parameter_name, "<ssm-parameter-name>")
-        )
-        snapshot.add_transformer(
-            snapshot.transform.key_value(
-                "UrlSuffixPseudoParam", "<url-suffix>", reference_replacement=False
-            )
-        )
-        deployment = deploy_cfn_template(
-            template_path=os.path.join(
-                os.path.dirname(__file__), "../../../../../templates/engine/cfn_fn_sub.yaml"
-            ),
-            parameters={"ParameterName": ssm_parameter_name},
-        )
-
-        snapshot.match("outputs", deployment.outputs)
-
-    @markers.aws.validated
-    def test_non_string_parameter_in_sub(self, deploy_cfn_template, aws_client, snapshot):
-        ssm_parameter_name = f"test-param-{short_uid()}"
-        snapshot.add_transformer(
-            snapshot.transform.regex(ssm_parameter_name, "<ssm-parameter-name>")
-        )
-        deploy_cfn_template(
-            template_path=os.path.join(
-                os.path.dirname(__file__), "../../../../../templates/cfn_number_in_sub.yml"
-            ),
-            parameters={"ParameterName": ssm_parameter_name},
-        )
-
-        get_param_res = aws_client.ssm.get_parameter(Name=ssm_parameter_name)["Parameter"]
-        snapshot.match("get-parameter-result", get_param_res)
-
-
-@pytest.mark.skip(reason="CFNV2:Validation")
-@markers.aws.validated
-def test_useful_error_when_invalid_ref(deploy_cfn_template, snapshot):
-    """
-    When trying to resolve a non-existent !Ref, make sure the error message includes the name of the !Ref
-    to clarify which !Ref cannot be resolved.
-    """
-    logical_resource_id = "Topic"
-    ref_name = "InvalidRef"
-
-    template = json.dumps(
-        {
-            "Resources": {
-                logical_resource_id: {
-                    "Type": "AWS::SNS::Topic",
-                    "Properties": {
-                        "Name": {
-                            "Ref": ref_name,
-                        },
-                    },
-                }
-            }
-        }
-    )
-
-    with pytest.raises(ClientError) as exc_info:
-        deploy_cfn_template(template=template)
-
-    snapshot.match("validation_error", exc_info.value.response)
-
-
-@markers.aws.validated
-def test_resolve_transitive_placeholders_in_strings(deploy_cfn_template, aws_client, snapshot):
-    queue_name = f"q-{short_uid()}"
-    parameter_ver = f"v{short_uid()}"
-    stack_name = f"stack-{short_uid()}"
-    stack = deploy_cfn_template(
-        stack_name=stack_name,
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/legacy_transitive_ref.yaml"
-        ),
-        max_wait=300 if is_aws_cloud() else 10,
-        parameters={"QueueName": queue_name, "Qualifier": parameter_ver},
-    )
-    tags = aws_client.sqs.list_queue_tags(QueueUrl=stack.outputs["QueueURL"])
-    snapshot.add_transformer(
-        snapshot.transform.regex(r"/cdk-bootstrap/(\w+)/", "/cdk-bootstrap/.../")
-    )
-    snapshot.match("tags", tags)
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_references.snapshot.json b/tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_references.snapshot.json
deleted file mode 100644
index c17fb974377b0..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_references.snapshot.json
+++ /dev/null
@@ -1,84 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_references.py::TestDependsOn::test_depends_on_with_missing_reference": {
-    "recorded-date": "10-07-2023, 15:22:26",
-    "recorded-content": {
-      "depends_on_nonexisting_exception": {
-        "Error": {
-          "Code": "ValidationError",
-          "Message": "Template format error: Unresolved resource dependencies [NonExistingResource] in the Resources block of the template",
-          "Type": "Sender"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 400
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_references.py::TestFnSub::test_fn_sub_cases": {
-    "recorded-date": "23-08-2023, 20:41:02",
-    "recorded-content": {
-      "outputs": {
-        "ListRefGetAtt": "unimportant",
-        "ListRefGetAttMapping": "unimportant",
-        "ListRefMultipleMix": "Param1Value-<region>-Param1Value",
-        "ListRefParam": "Param1Value",
-        "ListRefPseudoParam": "<region>",
-        "ListRefResourceDirect": "Param1Value",
-        "ListRefResourceMappingRef": "Param1Value",
-        "ListStatic": "this is a static string",
-        "StringRefGetAtt": "unimportant",
-        "StringRefMultiple": "Param1Value - Param1Value",
-        "StringRefParam": "Param1Value",
-        "StringRefPseudoParam": "<region>",
-        "StringRefResource": "Param1Value",
-        "StringStatic": "this is a static string",
-        "UrlSuffixPseudoParam": "<url-suffix>"
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_references.py::test_useful_error_when_invalid_ref": {
-    "recorded-date": "28-05-2024, 11:42:58",
-    "recorded-content": {
-      "validation_error": {
-        "Error": {
-          "Code": "ValidationError",
-          "Message": "Template format error: Unresolved resource dependencies [InvalidRef] in the Resources block of the template",
-          "Type": "Sender"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 400
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_references.py::test_resolve_transitive_placeholders_in_strings": {
-    "recorded-date": "18-06-2024, 19:55:48",
-    "recorded-content": {
-      "tags": {
-        "Tags": {
-          "test": "arn:<partition>:ssm:<region>:111111111111:parameter/cdk-bootstrap/.../version"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_references.py::TestFnSub::test_non_string_parameter_in_sub": {
-    "recorded-date": "17-10-2024, 22:49:56",
-    "recorded-content": {
-      "get-parameter-result": {
-        "ARN": "arn:<partition>:ssm:<region>:111111111111:parameter/<ssm-parameter-name>",
-        "DataType": "text",
-        "LastModifiedDate": "datetime",
-        "Name": "<ssm-parameter-name>",
-        "Type": "String",
-        "Value": "my number is 3",
-        "Version": 1
-      }
-    }
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_references.validation.json b/tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_references.validation.json
deleted file mode 100644
index b2edacb2b077b..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_references.validation.json
+++ /dev/null
@@ -1,17 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_references.py::TestDependsOn::test_depends_on_with_missing_reference": {
-    "last_validated_date": "2023-07-10T13:22:26+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_references.py::TestFnSub::test_fn_sub_cases": {
-    "last_validated_date": "2023-08-23T18:41:02+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_references.py::TestFnSub::test_non_string_parameter_in_sub": {
-    "last_validated_date": "2024-10-17T22:49:56+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_references.py::test_resolve_transitive_placeholders_in_strings": {
-    "last_validated_date": "2024-06-18T19:55:48+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/engine/test_references.py::test_useful_error_when_invalid_ref": {
-    "last_validated_date": "2024-05-28T11:42:58+00:00"
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/__init__.py b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/__init__.py
deleted file mode 100644
index e69de29bb2d1d..0000000000000
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/handlers/handler1/api.zip b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/handlers/handler1/api.zip
deleted file mode 100644
index 8f8c0f78f6257868003f9234dbba455e1f329b89..0000000000000000000000000000000000000000
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diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/handlers/handler2/api.zip b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/handlers/handler2/api.zip
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GIT binary patch
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diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_acm.py b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_acm.py
deleted file mode 100644
index 5e215533958e9..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_acm.py
+++ /dev/null
@@ -1,36 +0,0 @@
-import pytest
-
-from localstack.services.cloudformation.v2.utils import is_v2_engine
-from localstack.testing.aws.util import is_aws_cloud
-from localstack.testing.pytest import markers
-from localstack.utils.common import short_uid
-
-TEST_TEMPLATE = """
-Resources:
-  cert1:
-    Type: "AWS::CertificateManager::Certificate"
-    Properties:
-      DomainName: "{{domain}}"
-      DomainValidationOptions:
-        - DomainName: "{{domain}}"
-          HostedZoneId: zone123  # using dummy ID for now
-      ValidationMethod: DNS
-Outputs:
-  Cert:
-    Value: !Ref cert1
-"""
-
-pytestmark = pytest.mark.skipif(
-    condition=not is_v2_engine() and not is_aws_cloud(),
-    reason="Only targeting the new engine",
-)
-
-
-@markers.aws.only_localstack
-def test_cfn_acm_certificate(deploy_cfn_template, aws_client):
-    domain = f"domain-{short_uid()}.com"
-    deploy_cfn_template(template=TEST_TEMPLATE, template_mapping={"domain": domain})
-
-    result = aws_client.acm.list_certificates()["CertificateSummaryList"]
-    result = [cert for cert in result if cert["DomainName"] == domain]
-    assert result
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_apigateway.py b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_apigateway.py
deleted file mode 100644
index bf95868e519b1..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_apigateway.py
+++ /dev/null
@@ -1,707 +0,0 @@
-import json
-import os.path
-from operator import itemgetter
-
-import pytest
-import requests
-from tests.aws.services.apigateway.apigateway_fixtures import api_invoke_url
-
-from localstack import constants
-from localstack.aws.api.lambda_ import Runtime
-from localstack.services.cloudformation.v2.utils import is_v2_engine
-from localstack.testing.aws.util import is_aws_cloud
-from localstack.testing.pytest import markers
-from localstack.utils.common import short_uid
-from localstack.utils.files import load_file
-from localstack.utils.run import to_str
-from localstack.utils.strings import to_bytes
-
-pytestmark = pytest.mark.skipif(
-    condition=not is_v2_engine() and not is_aws_cloud(),
-    reason="Only targeting the new engine",
-)
-
-PARENT_DIR = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
-TEST_LAMBDA_PYTHON_ECHO = os.path.join(PARENT_DIR, "lambda_/functions/lambda_echo.py")
-
-TEST_TEMPLATE_1 = """
-AWSTemplateFormatVersion: '2010-09-09'
-Transform: AWS::Serverless-2016-10-31
-Parameters:
-  ApiName:
-    Type: String
-  IntegrationUri:
-    Type: String
-Resources:
-  Api:
-    Type: AWS::Serverless::Api
-    Properties:
-      StageName: dev
-      Name: !Ref ApiName
-      DefinitionBody:
-        swagger: 2.0
-        info:
-          version: "1.0"
-          title: "Public API"
-        basePath: /base
-        schemes:
-        - "https"
-        x-amazon-apigateway-binary-media-types:
-        - "*/*"
-        paths:
-          /test:
-            post:
-              responses: {}
-              x-amazon-apigateway-integration:
-                uri: !Ref IntegrationUri
-                httpMethod: "POST"
-                type: "http_proxy"
-"""
-
-
-# this is an `only_localstack` test because it makes use of _custom_id_ tag
-@markers.aws.only_localstack
-def test_cfn_apigateway_aws_integration(deploy_cfn_template, aws_client):
-    api_name = f"rest-api-{short_uid()}"
-    custom_id = short_uid()
-
-    deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__),
-            "../../../../../templates/apigw-awsintegration-request-parameters.yaml",
-        ),
-        parameters={
-            "ApiName": api_name,
-            "CustomTagKey": "_custom_id_",
-            "CustomTagValue": custom_id,
-        },
-    )
-
-    # check resources creation
-    apis = [
-        api for api in aws_client.apigateway.get_rest_apis()["items"] if api["name"] == api_name
-    ]
-    assert len(apis) == 1
-    api_id = apis[0]["id"]
-
-    # check resources creation
-    resources = aws_client.apigateway.get_resources(restApiId=api_id)["items"]
-    assert (
-        resources[0]["resourceMethods"]["GET"]["requestParameters"]["method.request.path.id"]
-        is False
-    )
-    assert (
-        resources[0]["resourceMethods"]["GET"]["methodIntegration"]["requestParameters"][
-            "integration.request.path.object"
-        ]
-        == "method.request.path.id"
-    )
-
-    # check domains creation
-    domain_names = [
-        domain["domainName"] for domain in aws_client.apigateway.get_domain_names()["items"]
-    ]
-    expected_domain = "cfn5632.localstack.cloud"  # hardcoded value from template yaml file
-    assert expected_domain in domain_names
-
-    # check basepath mappings creation
-    mappings = [
-        mapping["basePath"]
-        for mapping in aws_client.apigateway.get_base_path_mappings(domainName=expected_domain)[
-            "items"
-        ]
-    ]
-    assert len(mappings) == 1
-    assert mappings[0] == "(none)"
-
-
-@markers.aws.validated
-def test_cfn_apigateway_swagger_import(deploy_cfn_template, echo_http_server_post, aws_client):
-    api_name = f"rest-api-{short_uid()}"
-    deploy_cfn_template(
-        template=TEST_TEMPLATE_1,
-        parameters={"ApiName": api_name, "IntegrationUri": echo_http_server_post},
-    )
-
-    # get API details
-    apis = [
-        api for api in aws_client.apigateway.get_rest_apis()["items"] if api["name"] == api_name
-    ]
-    assert len(apis) == 1
-    api_id = apis[0]["id"]
-
-    # construct API endpoint URL
-    url = api_invoke_url(api_id, stage="dev", path="/test")
-
-    # invoke API endpoint, assert results
-    result = requests.post(url, data="test 123")
-    assert result.ok
-    content = json.loads(to_str(result.content))
-    assert content["data"] == "test 123"
-    assert content["url"].endswith("/post")
-
-
-@pytest.mark.skip(
-    reason="The v2 provider appears to instead return the correct url: "
-    "https://e1i3grfiws.execute-api.us-east-1.localhost.localstack.cloud/prod/"
-)
-@markers.aws.only_localstack
-def test_url_output(httpserver, deploy_cfn_template):
-    httpserver.expect_request("").respond_with_data(b"", 200)
-    api_name = f"rest-api-{short_uid()}"
-
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/apigateway-url-output.yaml"
-        ),
-        template_mapping={
-            "api_name": api_name,
-            "integration_uri": httpserver.url_for("/{proxy}"),
-        },
-    )
-
-    assert len(stack.outputs) == 2
-    api_id = stack.outputs["ApiV1IdOutput"]
-    api_url = stack.outputs["ApiV1UrlOutput"]
-    assert api_id
-    assert api_url
-    assert api_id in api_url
-
-    assert f"https://{api_id}.execute-api.{constants.LOCALHOST_HOSTNAME}:4566" in api_url
-
-
-@markers.aws.validated
-@markers.snapshot.skip_snapshot_verify(
-    paths=[
-        "$.get-method-post.methodIntegration.connectionType",  # TODO: maybe because this is a MOCK integration
-    ]
-)
-def test_cfn_with_apigateway_resources(deploy_cfn_template, aws_client, snapshot):
-    snapshot.add_transformer(snapshot.transform.apigateway_api())
-    snapshot.add_transformer(snapshot.transform.key_value("cacheNamespace"))
-
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/template35.yaml"
-        )
-    )
-    apis = [
-        api
-        for api in aws_client.apigateway.get_rest_apis()["items"]
-        if api["name"] == "celeste-Gateway-local"
-    ]
-    assert len(apis) == 1
-    api_id = apis[0]["id"]
-
-    resources = [
-        res
-        for res in aws_client.apigateway.get_resources(restApiId=api_id)["items"]
-        if res.get("pathPart") == "account"
-    ]
-
-    assert len(resources) == 1
-
-    resp = aws_client.apigateway.get_method(
-        restApiId=api_id, resourceId=resources[0]["id"], httpMethod="POST"
-    )
-    snapshot.match("get-method-post", resp)
-
-    models = aws_client.apigateway.get_models(restApiId=api_id)
-    models["items"].sort(key=itemgetter("name"))
-    snapshot.match("get-models", models)
-
-    schemas = [model["schema"] for model in models["items"]]
-    for schema in schemas:
-        # assert that we can JSON load the schema, and that the schema is a valid JSON
-        assert isinstance(json.loads(schema), dict)
-
-    stack.destroy()
-
-    # TODO: Resolve limitations with stack.destroy in v2 engine.
-    # apis = [
-    #     api
-    #     for api in aws_client.apigateway.get_rest_apis()["items"]
-    #     if api["name"] == "celeste-Gateway-local"
-    # ]
-    # assert not apis
-
-
-@markers.aws.validated
-@markers.snapshot.skip_snapshot_verify(
-    paths=[
-        "$.get-resources.items..resourceMethods.ANY",  # TODO: empty in AWS
-    ]
-)
-def test_cfn_deploy_apigateway_models(deploy_cfn_template, snapshot, aws_client):
-    snapshot.add_transformer(snapshot.transform.apigateway_api())
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/apigateway_models.json"
-        )
-    )
-
-    api_id = stack.outputs["RestApiId"]
-
-    resources = aws_client.apigateway.get_resources(restApiId=api_id)
-    resources["items"].sort(key=itemgetter("path"))
-    snapshot.match("get-resources", resources)
-
-    models = aws_client.apigateway.get_models(restApiId=api_id)
-    models["items"].sort(key=itemgetter("name"))
-    snapshot.match("get-models", models)
-
-    request_validators = aws_client.apigateway.get_request_validators(restApiId=api_id)
-    snapshot.match("get-request-validators", request_validators)
-
-    for resource in resources["items"]:
-        if resource["path"] == "/validated":
-            resp = aws_client.apigateway.get_method(
-                restApiId=api_id, resourceId=resource["id"], httpMethod="ANY"
-            )
-            snapshot.match("get-method-any", resp)
-
-    # construct API endpoint URL
-    url = api_invoke_url(api_id, stage="local", path="/validated")
-
-    # invoke API endpoint, assert results
-    valid_data = {"string_field": "string", "integer_field": 123456789}
-
-    result = requests.post(url, json=valid_data)
-    assert result.ok
-
-    # invoke API endpoint, assert results
-    invalid_data = {"string_field": "string"}
-
-    result = requests.post(url, json=invalid_data)
-    assert result.status_code == 400
-
-    result = requests.get(url)
-    assert result.status_code == 400
-
-
-@markers.aws.validated
-def test_cfn_deploy_apigateway_integration(deploy_cfn_template, snapshot, aws_client):
-    snapshot.add_transformer(snapshot.transform.key_value("cacheNamespace"))
-
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__),
-            "../../../../../templates/apigateway_integration_no_authorizer.yml",
-        ),
-        max_wait=120,
-    )
-
-    snapshot.add_transformer(snapshot.transform.cloudformation_api())
-    snapshot.add_transformer(snapshot.transform.apigateway_api())
-    snapshot.add_transformer(snapshot.transform.regex(stack.stack_name, "stack-name"))
-
-    rest_api_id = stack.outputs["RestApiId"]
-    rest_api = aws_client.apigateway.get_rest_api(restApiId=rest_api_id)
-    snapshot.match("rest_api", rest_api)
-    snapshot.add_transformer(snapshot.transform.key_value("rootResourceId"))
-
-    resource_id = stack.outputs["ResourceId"]
-    method = aws_client.apigateway.get_method(
-        restApiId=rest_api_id, resourceId=resource_id, httpMethod="GET"
-    )
-    snapshot.match("method", method)
-    # TODO: snapshot the authorizer too? it's not attached to the REST API
-
-
-@markers.aws.validated
-@markers.snapshot.skip_snapshot_verify(
-    paths=[
-        "$.resources.items..resourceMethods.GET",  # TODO: after importing, AWS returns them empty?
-        # TODO: missing from LS response
-        "$.get-stage.methodSettings",
-        "$.get-stage.tags",
-        "$..binaryMediaTypes",
-    ]
-)
-def test_cfn_deploy_apigateway_from_s3_swagger(
-    deploy_cfn_template, snapshot, aws_client, s3_bucket
-):
-    snapshot.add_transformer(snapshot.transform.key_value("deploymentId"))
-    # put the swagger file in S3
-    swagger_template = load_file(
-        os.path.join(os.path.dirname(__file__), "../../../../../files/pets.json")
-    )
-    key_name = "swagger-template-pets.json"
-    response = aws_client.s3.put_object(Bucket=s3_bucket, Key=key_name, Body=swagger_template)
-    object_etag = response["ETag"]
-
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/apigateway_integration_from_s3.yml"
-        ),
-        parameters={
-            "S3BodyBucket": s3_bucket,
-            "S3BodyKey": key_name,
-            "S3BodyETag": object_etag,
-        },
-        max_wait=120,
-    )
-
-    snapshot.add_transformer(snapshot.transform.cloudformation_api())
-    snapshot.add_transformer(snapshot.transform.apigateway_api())
-    snapshot.add_transformer(snapshot.transform.regex(stack.stack_name, "stack-name"))
-
-    rest_api_id = stack.outputs["RestApiId"]
-    rest_api = aws_client.apigateway.get_rest_api(restApiId=rest_api_id)
-    snapshot.match("rest-api", rest_api)
-
-    resources = aws_client.apigateway.get_resources(restApiId=rest_api_id)
-    resources["items"] = sorted(resources["items"], key=itemgetter("path"))
-    snapshot.match("resources", resources)
-
-    get_stage = aws_client.apigateway.get_stage(restApiId=rest_api_id, stageName="local")
-    snapshot.match("get-stage", get_stage)
-
-
-@markers.aws.validated
-def test_cfn_apigateway_rest_api(deploy_cfn_template, aws_client):
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/apigateway.json"
-        )
-    )
-
-    rs = aws_client.apigateway.get_rest_apis()
-    apis = [item for item in rs["items"] if item["name"] == "DemoApi_dev"]
-    assert not apis
-
-    stack.destroy()
-
-    stack_2 = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/apigateway.json"
-        ),
-        parameters={"Create": "True"},
-    )
-    rs = aws_client.apigateway.get_rest_apis()
-    apis = [item for item in rs["items"] if item["name"] == "DemoApi_dev"]
-    assert len(apis) == 1
-
-    rs = aws_client.apigateway.get_models(restApiId=apis[0]["id"])
-    assert len(rs["items"]) == 3
-
-    stack_2.destroy()
-
-    # TODO: Resolve limitations with stack.destroy in v2 engine.
-    # rs = aws_client.apigateway.get_rest_apis()
-    # apis = [item for item in rs["items"] if item["name"] == "DemoApi_dev"]
-    # assert not apis
-
-
-@markers.aws.validated
-def test_account(deploy_cfn_template, aws_client):
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/apigateway_account.yml"
-        )
-    )
-
-    account_info = aws_client.apigateway.get_account()
-    assert account_info["cloudwatchRoleArn"] == stack.outputs["RoleArn"]
-
-    # Assert that after deletion of stack, the apigw account is not updated
-    stack.destroy()
-    aws_client.cloudformation.get_waiter("stack_delete_complete").wait(StackName=stack.stack_name)
-    account_info = aws_client.apigateway.get_account()
-    assert account_info["cloudwatchRoleArn"] == stack.outputs["RoleArn"]
-
-
-@markers.aws.validated
-@markers.snapshot.skip_snapshot_verify(
-    paths=[
-        "$..tags.'aws:cloudformation:logical-id'",
-        "$..tags.'aws:cloudformation:stack-id'",
-        "$..tags.'aws:cloudformation:stack-name'",
-    ]
-)
-def test_update_usage_plan(deploy_cfn_template, aws_client, snapshot):
-    snapshot.add_transformers_list(
-        [
-            snapshot.transform.key_value("apiId"),
-            snapshot.transform.key_value("stage"),
-            snapshot.transform.key_value("id"),
-            snapshot.transform.key_value("name"),
-            snapshot.transform.key_value("aws:cloudformation:stack-name"),
-            snapshot.transform.resource_name(),
-        ]
-    )
-    rest_api_name = f"api-{short_uid()}"
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/apigateway_usage_plan.yml"
-        ),
-        parameters={"QuotaLimit": "5000", "RestApiName": rest_api_name, "TagValue": "value1"},
-    )
-
-    usage_plan = aws_client.apigateway.get_usage_plan(usagePlanId=stack.outputs["UsagePlanId"])
-    snapshot.match("usage-plan", usage_plan)
-    assert usage_plan["quota"]["limit"] == 5000
-
-    deploy_cfn_template(
-        is_update=True,
-        stack_name=stack.stack_name,
-        template=load_file(
-            os.path.join(
-                os.path.dirname(__file__), "../../../../../templates/apigateway_usage_plan.yml"
-            )
-        ),
-        parameters={
-            "QuotaLimit": "7000",
-            "RestApiName": rest_api_name,
-            "TagValue": "value-updated",
-        },
-    )
-
-    usage_plan = aws_client.apigateway.get_usage_plan(usagePlanId=stack.outputs["UsagePlanId"])
-    snapshot.match("updated-usage-plan", usage_plan)
-    assert usage_plan["quota"]["limit"] == 7000
-
-
-@markers.snapshot.skip_snapshot_verify(
-    paths=["$..createdDate", "$..description", "$..lastUpdatedDate", "$..tags"]
-)
-@markers.aws.validated
-def test_update_apigateway_stage(deploy_cfn_template, snapshot, aws_client):
-    snapshot.add_transformers_list(
-        [
-            snapshot.transform.key_value("deploymentId"),
-            snapshot.transform.key_value("aws:cloudformation:stack-name"),
-            snapshot.transform.resource_name(),
-        ]
-    )
-
-    api_name = f"api-{short_uid()}"
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/apigateway_update_stage.yml"
-        ),
-        parameters={"RestApiName": api_name},
-    )
-    api_id = stack.outputs["RestApiId"]
-    stage = aws_client.apigateway.get_stage(stageName="dev", restApiId=api_id)
-    snapshot.match("created-stage", stage)
-
-    deploy_cfn_template(
-        is_update=True,
-        stack_name=stack.stack_name,
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/apigateway_update_stage.yml"
-        ),
-        parameters={
-            "Description": "updated-description",
-            "Method": "POST",
-            "RestApiName": api_name,
-        },
-    )
-    # Changes to the stage or one of the methods it depends on does not trigger a redeployment
-    stage = aws_client.apigateway.get_stage(stageName="dev", restApiId=api_id)
-    snapshot.match("updated-stage", stage)
-
-
-@markers.aws.validated
-def test_api_gateway_with_policy_as_dict(deploy_cfn_template, snapshot, aws_client):
-    template = """
-    Parameters:
-      RestApiName:
-        Type: String
-    Resources:
-      MyApi:
-        Type: AWS::ApiGateway::RestApi
-        Properties:
-          Name: !Ref RestApiName
-          Policy:
-            Version: "2012-10-17"
-            Statement:
-            - Sid: AllowInvokeAPI
-              Action: "*"
-              Effect: Allow
-              Principal:
-                AWS: "*"
-              Resource: "*"
-    Outputs:
-      MyApiId:
-        Value: !Ref MyApi
-    """
-
-    rest_api_name = f"api-{short_uid()}"
-    stack = deploy_cfn_template(
-        template=template,
-        parameters={"RestApiName": rest_api_name},
-    )
-
-    snapshot.add_transformer(snapshot.transform.cloudformation_api())
-    snapshot.add_transformer(snapshot.transform.apigateway_api())
-    snapshot.add_transformer(snapshot.transform.regex(stack.stack_name, "stack-name"))
-
-    rest_api = aws_client.apigateway.get_rest_api(restApiId=stack.outputs.get("MyApiId"))
-
-    # note: API Gateway seems to perform double-escaping of the policy document for REST APIs, if specified as dict
-    policy = to_bytes(rest_api["policy"]).decode("unicode_escape")
-    rest_api["policy"] = json.loads(policy)
-
-    snapshot.match("rest-api", rest_api)
-
-
-@pytest.mark.skip(
-    reason="CFNV2:Other lambda function fails on creation due to invalid function name"
-)
-@markers.aws.validated
-@markers.snapshot.skip_snapshot_verify(
-    paths=[
-        "$.put-ssm-param.Tier",
-        "$.get-resources.items..resourceMethods.GET",
-        "$.get-resources.items..resourceMethods.OPTIONS",
-        "$..methodIntegration.cacheNamespace",
-        "$.get-authorizers.items..authorizerResultTtlInSeconds",
-    ]
-)
-def test_rest_api_serverless_ref_resolving(
-    deploy_cfn_template, snapshot, aws_client, create_parameter, create_lambda_function
-):
-    snapshot.add_transformer(snapshot.transform.apigateway_api())
-    snapshot.add_transformers_list(
-        [
-            snapshot.transform.resource_name(),
-            snapshot.transform.key_value("cacheNamespace"),
-            snapshot.transform.key_value("uri"),
-            snapshot.transform.key_value("authorizerUri"),
-        ]
-    )
-    create_parameter(Name="/test-stack/testssm/random-value", Value="x-test-header", Type="String")
-
-    fn_name = f"test-{short_uid()}"
-    lambda_authorizer = create_lambda_function(
-        func_name=fn_name,
-        handler_file=TEST_LAMBDA_PYTHON_ECHO,
-        runtime=Runtime.python3_12,
-    )
-
-    create_parameter(
-        Name="/test-stack/testssm/lambda-arn",
-        Value=lambda_authorizer["CreateFunctionResponse"]["FunctionArn"],
-        Type="String",
-    )
-
-    stack = deploy_cfn_template(
-        template=load_file(
-            os.path.join(
-                os.path.dirname(__file__),
-                "../../../../../templates/apigateway_serverless_api_resolving.yml",
-            )
-        ),
-        parameters={"AllowedOrigin": "http://localhost:8000"},
-    )
-    rest_api_id = stack.outputs.get("ApiGatewayApiId")
-
-    resources = aws_client.apigateway.get_resources(restApiId=rest_api_id)
-    snapshot.match("get-resources", resources)
-
-    authorizers = aws_client.apigateway.get_authorizers(restApiId=rest_api_id)
-    snapshot.match("get-authorizers", authorizers)
-
-    root_resource = resources["items"][0]
-
-    for http_method in root_resource["resourceMethods"]:
-        method = aws_client.apigateway.get_method(
-            restApiId=rest_api_id, resourceId=root_resource["id"], httpMethod=http_method
-        )
-        snapshot.match(f"get-method-{http_method}", method)
-
-
-class TestServerlessApigwLambda:
-    @markers.aws.validated
-    def test_serverless_like_deployment_with_update(
-        self, deploy_cfn_template, aws_client, cleanups
-    ):
-        """
-        Regression test for serverless. Since adding a delete handler for the "AWS::ApiGateway::Deployment" resource,
-        the update was failing due to the delete raising an Exception because of a still connected Stage.
-
-        This test recreates a simple recreated deployment procedure as done by "serverless" where
-        `serverless deploy` actually both creates a stack and then immediately updates it.
-        The second UpdateStack is then caused by another `serverless deploy`, e.g. when changing the lambda configuration
-        """
-
-        # 1. deploy create
-        template_content = load_file(
-            os.path.join(
-                os.path.dirname(__file__),
-                "../../../../../templates/serverless-apigw-lambda.create.json",
-            )
-        )
-        stack_name = f"slsstack-{short_uid()}"
-        cleanups.append(lambda: aws_client.cloudformation.delete_stack(StackName=stack_name))
-        stack = aws_client.cloudformation.create_stack(
-            StackName=stack_name,
-            TemplateBody=template_content,
-            Capabilities=["CAPABILITY_NAMED_IAM"],
-        )
-        aws_client.cloudformation.get_waiter("stack_create_complete").wait(
-            StackName=stack["StackId"]
-        )
-
-        # 2. update first
-        # get deployed bucket name
-        outputs = aws_client.cloudformation.describe_stacks(StackName=stack["StackId"])["Stacks"][
-            0
-        ]["Outputs"]
-        outputs = {k["OutputKey"]: k["OutputValue"] for k in outputs}
-        bucket_name = outputs["ServerlessDeploymentBucketName"]
-
-        # upload zip file to s3 bucket
-        # "serverless/test-service/local/1708076358388-2024-02-16T09:39:18.388Z/api.zip"
-        handler1_filename = os.path.join(os.path.dirname(__file__), "handlers/handler1/api.zip")
-        aws_client.s3.upload_file(
-            Filename=handler1_filename,
-            Bucket=bucket_name,
-            Key="serverless/test-service/local/1708076358388-2024-02-16T09:39:18.388Z/api.zip",
-        )
-
-        template_content = load_file(
-            os.path.join(
-                os.path.dirname(__file__),
-                "../../../../../templates/serverless-apigw-lambda.update.json",
-            )
-        )
-        stack = aws_client.cloudformation.update_stack(
-            StackName=stack_name,
-            TemplateBody=template_content,
-            Capabilities=["CAPABILITY_NAMED_IAM"],
-        )
-        aws_client.cloudformation.get_waiter("stack_update_complete").wait(
-            StackName=stack["StackId"]
-        )
-
-        get_fn_1 = aws_client.lambda_.get_function(FunctionName="test-service-local-api")
-        assert get_fn_1["Configuration"]["Handler"] == "index.handler"
-
-        # # 3. update second
-        # # upload zip file to s3 bucket
-        handler2_filename = os.path.join(os.path.dirname(__file__), "handlers/handler2/api.zip")
-        aws_client.s3.upload_file(
-            Filename=handler2_filename,
-            Bucket=bucket_name,
-            Key="serverless/test-service/local/1708076568092-2024-02-16T09:42:48.092Z/api.zip",
-        )
-
-        template_content = load_file(
-            os.path.join(
-                os.path.dirname(__file__),
-                "../../../../../templates/serverless-apigw-lambda.update2.json",
-            )
-        )
-        stack = aws_client.cloudformation.update_stack(
-            StackName=stack_name,
-            TemplateBody=template_content,
-            Capabilities=["CAPABILITY_NAMED_IAM"],
-        )
-        aws_client.cloudformation.get_waiter("stack_update_complete").wait(
-            StackName=stack["StackId"]
-        )
-        get_fn_2 = aws_client.lambda_.get_function(FunctionName="test-service-local-api")
-        assert get_fn_2["Configuration"]["Handler"] == "index.handler2"
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_apigateway.snapshot.json b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_apigateway.snapshot.json
deleted file mode 100644
index bffa8bf5ed3af..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_apigateway.snapshot.json
+++ /dev/null
@@ -1,682 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_apigateway.py::test_cfn_deploy_apigateway_integration": {
-    "recorded-date": "15-07-2025, 19:29:28",
-    "recorded-content": {
-      "rest_api": {
-        "apiKeySource": "HEADER",
-        "createdDate": "datetime",
-        "disableExecuteApiEndpoint": false,
-        "endpointConfiguration": {
-          "ipAddressType": "ipv4",
-          "types": [
-            "EDGE"
-          ]
-        },
-        "id": "<id:1>",
-        "name": "<name:1>",
-        "rootResourceId": "<root-resource-id:1>",
-        "tags": {
-          "aws:cloudformation:logical-id": "<name:1>",
-          "aws:cloudformation:stack-id": "arn:<partition>:cloudformation:<region>:111111111111:stack/stack-name/<resource:1>",
-          "aws:cloudformation:stack-name": "stack-name"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "method": {
-        "apiKeyRequired": false,
-        "authorizationType": "NONE",
-        "httpMethod": "GET",
-        "methodIntegration": {
-          "cacheKeyParameters": [],
-          "cacheNamespace": "<cache-namespace:1>",
-          "connectionType": "INTERNET",
-          "httpMethod": "GET",
-          "integrationResponses": {
-            "200": {
-              "responseParameters": {
-                "method.response.header.Access-Control-Allow-Headers": "'Content-Type,X-Amz-Date,Authorization,X-Api-Key,X-Amz-Security-Token,X-Amz-User-Agent,X-Amzn-Trace-Id'",
-                "method.response.header.Access-Control-Allow-Methods": "'OPTIONS,GET,POST'",
-                "method.response.header.Access-Control-Allow-Origin": "'*'"
-              },
-              "statusCode": "200"
-            }
-          },
-          "passthroughBehavior": "WHEN_NO_MATCH",
-          "timeoutInMillis": 29000,
-          "type": "HTTP_PROXY",
-          "uri": "http://www.example.com"
-        },
-        "methodResponses": {
-          "200": {
-            "responseParameters": {
-              "method.response.header.Access-Control-Allow-Headers": true,
-              "method.response.header.Access-Control-Allow-Methods": true,
-              "method.response.header.Access-Control-Allow-Origin": true
-            },
-            "statusCode": "200"
-          }
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_apigateway.py::test_api_gateway_with_policy_as_dict": {
-    "recorded-date": "15-07-2025, 19:29:58",
-    "recorded-content": {
-      "rest-api": {
-        "apiKeySource": "HEADER",
-        "createdDate": "datetime",
-        "disableExecuteApiEndpoint": false,
-        "endpointConfiguration": {
-          "ipAddressType": "ipv4",
-          "types": [
-            "EDGE"
-          ]
-        },
-        "id": "<id:1>",
-        "name": "<name:1>",
-        "policy": {
-          "Statement": [
-            {
-              "Action": "*",
-              "Effect": "Allow",
-              "Principal": {
-                "AWS": "*"
-              },
-              "Resource": "*",
-              "Sid": "AllowInvokeAPI"
-            }
-          ],
-          "Version": "2012-10-17"
-        },
-        "rootResourceId": "<root-resource-id:1>",
-        "tags": {
-          "aws:cloudformation:logical-id": "MyApi",
-          "aws:cloudformation:stack-id": "arn:<partition>:cloudformation:<region>:111111111111:stack/stack-name/<resource:1>",
-          "aws:cloudformation:stack-name": "stack-name"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_apigateway.py::test_cfn_deploy_apigateway_from_s3_swagger": {
-    "recorded-date": "15-07-2025, 20:32:03",
-    "recorded-content": {
-      "rest-api": {
-        "apiKeySource": "HEADER",
-        "binaryMediaTypes": [
-          "image/png",
-          "image/jpg",
-          "image/gif",
-          "application/pdf"
-        ],
-        "createdDate": "datetime",
-        "disableExecuteApiEndpoint": false,
-        "endpointConfiguration": {
-          "ipAddressType": "ipv4",
-          "types": [
-            "REGIONAL"
-          ]
-        },
-        "id": "<id:1>",
-        "name": "<name:1>",
-        "rootResourceId": "<id:2>",
-        "tags": {
-          "aws:cloudformation:logical-id": "ApiGatewayRestApi",
-          "aws:cloudformation:stack-id": "arn:<partition>:cloudformation:<region>:111111111111:stack/stack-name/<resource:1>",
-          "aws:cloudformation:stack-name": "stack-name"
-        },
-        "version": "1.0.0",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "resources": {
-        "items": [
-          {
-            "id": "<id:2>",
-            "path": "/"
-          },
-          {
-            "id": "<id:3>",
-            "parentId": "<id:2>",
-            "path": "/pets",
-            "pathPart": "pets",
-            "resourceMethods": {
-              "GET": {}
-            }
-          },
-          {
-            "id": "<id:4>",
-            "parentId": "<id:3>",
-            "path": "/pets/{petId}",
-            "pathPart": "{petId}",
-            "resourceMethods": {
-              "GET": {}
-            }
-          }
-        ],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "get-stage": {
-        "cacheClusterEnabled": false,
-        "cacheClusterStatus": "NOT_AVAILABLE",
-        "createdDate": "datetime",
-        "deploymentId": "<deployment-id:1>",
-        "description": "Test Stage 123",
-        "lastUpdatedDate": "datetime",
-        "methodSettings": {
-          "*/*": {
-            "cacheDataEncrypted": false,
-            "cacheTtlInSeconds": 300,
-            "cachingEnabled": false,
-            "dataTraceEnabled": true,
-            "loggingLevel": "ERROR",
-            "metricsEnabled": true,
-            "requireAuthorizationForCacheControl": true,
-            "throttlingBurstLimit": 5000,
-            "throttlingRateLimit": 10000.0,
-            "unauthorizedCacheControlHeaderStrategy": "SUCCEED_WITH_RESPONSE_HEADER"
-          }
-        },
-        "stageName": "local",
-        "tags": {
-          "aws:cloudformation:logical-id": "ApiGWStage",
-          "aws:cloudformation:stack-id": "arn:<partition>:cloudformation:<region>:111111111111:stack/stack-name/<resource:1>",
-          "aws:cloudformation:stack-name": "stack-name"
-        },
-        "tracingEnabled": true,
-        "variables": {
-          "TestCasing": "myvar",
-          "testCasingTwo": "myvar2",
-          "testlowcasing": "myvar3"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_apigateway.py::test_cfn_deploy_apigateway_models": {
-    "recorded-date": "21-06-2024, 00:09:05",
-    "recorded-content": {
-      "get-resources": {
-        "items": [
-          {
-            "id": "<id:1>",
-            "path": "/"
-          },
-          {
-            "id": "<id:2>",
-            "parentId": "<id:1>",
-            "path": "/validated",
-            "pathPart": "validated",
-            "resourceMethods": {
-              "ANY": {}
-            }
-          }
-        ],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "get-models": {
-        "items": [
-          {
-            "contentType": "application/json",
-            "description": "This is a default empty schema model",
-            "id": "<id:3>",
-            "name": "<name:1>",
-            "schema": {
-              "$schema": "http://json-schema.org/draft-04/schema#",
-              "title": "<name:1> Schema",
-              "type": "object"
-            }
-          },
-          {
-            "contentType": "application/json",
-            "description": "This is a default error schema model",
-            "id": "<id:4>",
-            "name": "<name:2>",
-            "schema": {
-              "$schema": "http://json-schema.org/draft-04/schema#",
-              "title": "<name:2> Schema",
-              "type": "object",
-              "properties": {
-                "message": {
-                  "type": "string"
-                }
-              }
-            }
-          },
-          {
-            "contentType": "application/json",
-            "id": "<id:5>",
-            "name": "<name:3>",
-            "schema": {
-              "$schema": "http://json-schema.org/draft-04/schema#",
-              "title": "<name:3>",
-              "type": "object",
-              "properties": {
-                "integer_field": {
-                  "type": "number"
-                },
-                "string_field": {
-                  "type": "string"
-                }
-              },
-              "required": [
-                "string_field",
-                "integer_field"
-              ]
-            }
-          }
-        ],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "get-request-validators": {
-        "items": [
-          {
-            "id": "<id:6>",
-            "name": "<name:4>",
-            "validateRequestBody": true,
-            "validateRequestParameters": false
-          }
-        ],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "get-method-any": {
-        "apiKeyRequired": false,
-        "authorizationType": "NONE",
-        "httpMethod": "ANY",
-        "methodIntegration": {
-          "cacheKeyParameters": [],
-          "cacheNamespace": "<id:2>",
-          "integrationResponses": {
-            "200": {
-              "statusCode": "200"
-            }
-          },
-          "passthroughBehavior": "NEVER",
-          "requestTemplates": {
-            "application/json": {
-              "statusCode": 200
-            }
-          },
-          "timeoutInMillis": 29000,
-          "type": "MOCK"
-        },
-        "methodResponses": {
-          "200": {
-            "statusCode": "200"
-          }
-        },
-        "requestModels": {
-          "application/json": "<name:3>"
-        },
-        "requestValidatorId": "<id:6>",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_apigateway.py::test_cfn_with_apigateway_resources": {
-    "recorded-date": "20-06-2024, 23:54:26",
-    "recorded-content": {
-      "get-method-post": {
-        "apiKeyRequired": false,
-        "authorizationType": "NONE",
-        "httpMethod": "POST",
-        "methodIntegration": {
-          "cacheKeyParameters": [],
-          "cacheNamespace": "<cache-namespace:1>",
-          "integrationResponses": {
-            "202": {
-              "responseTemplates": {
-                "application/json": {
-                  "operation": "celeste_account_create",
-                  "data": {
-                    "key": "123e4567-e89b-12d3-a456-426614174000",
-                    "secret": "123e4567-e89b-12d3-a456-426614174000"
-                  }
-                }
-              },
-              "selectionPattern": "2\\d{2}",
-              "statusCode": "202"
-            },
-            "404": {
-              "responseTemplates": {
-                "application/json": {
-                  "message": "Not Found"
-                }
-              },
-              "selectionPattern": "404",
-              "statusCode": "404"
-            },
-            "500": {
-              "responseTemplates": {
-                "application/json": {
-                  "message": "Unknown <name:2>"
-                }
-              },
-              "selectionPattern": "5\\d{2}",
-              "statusCode": "500"
-            }
-          },
-          "passthroughBehavior": "WHEN_NO_TEMPLATES",
-          "requestTemplates": {
-            "application/json": "<name:3>"
-          },
-          "timeoutInMillis": 29000,
-          "type": "MOCK"
-        },
-        "methodResponses": {
-          "202": {
-            "responseModels": {
-              "application/json": "<name:4>"
-            },
-            "statusCode": "202"
-          },
-          "500": {
-            "responseModels": {
-              "application/json": "<name:4>"
-            },
-            "statusCode": "500"
-          }
-        },
-        "operationName": "create_account",
-        "requestParameters": {
-          "method.request.path.account": true
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "get-models": {
-        "items": [
-          {
-            "contentType": "application/json",
-            "description": "This is a default empty schema model",
-            "id": "<id:1>",
-            "name": "<name:1>",
-            "schema": {
-              "$schema": "http://json-schema.org/draft-04/schema#",
-              "title": "<name:1> Schema",
-              "type": "object"
-            }
-          },
-          {
-            "contentType": "application/json",
-            "description": "This is a default error schema model",
-            "id": "<id:2>",
-            "name": "<name:2>",
-            "schema": {
-              "$schema": "http://json-schema.org/draft-04/schema#",
-              "title": "<name:2> Schema",
-              "type": "object",
-              "properties": {
-                "message": {
-                  "type": "string"
-                }
-              }
-            }
-          },
-          {
-            "contentType": "application/json",
-            "id": "<id:3>",
-            "name": "<name:3>",
-            "schema": {
-              "$schema": "http://json-schema.org/draft-04/schema#",
-              "title": "AccountCreate",
-              "type": "object",
-              "properties": {
-                "field": {
-                  "type": "string"
-                },
-                "email": {
-                  "format": "email",
-                  "type": "string"
-                }
-              }
-            }
-          },
-          {
-            "contentType": "application/json",
-            "id": "<id:4>",
-            "name": "<name:4>",
-            "schema": {}
-          }
-        ],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_apigateway.py::test_rest_api_serverless_ref_resolving": {
-    "recorded-date": "06-07-2023, 21:01:08",
-    "recorded-content": {
-      "get-resources": {
-        "items": [
-          {
-            "id": "<id:1>",
-            "path": "/",
-            "resourceMethods": {
-              "GET": {},
-              "OPTIONS": {}
-            }
-          }
-        ],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "get-authorizers": {
-        "items": [
-          {
-            "authType": "custom",
-            "authorizerUri": "<authorizer-uri:1>",
-            "id": "<id:2>",
-            "identitySource": "method.request.header.Authorization",
-            "name": "<name:1>",
-            "type": "TOKEN"
-          }
-        ],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "get-method-GET": {
-        "apiKeyRequired": false,
-        "authorizationType": "NONE",
-        "httpMethod": "GET",
-        "methodIntegration": {
-          "cacheKeyParameters": [],
-          "cacheNamespace": "<cache-namespace:1>",
-          "httpMethod": "POST",
-          "passthroughBehavior": "WHEN_NO_MATCH",
-          "timeoutInMillis": 29000,
-          "type": "AWS_PROXY",
-          "uri": "<uri:1>"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "get-method-OPTIONS": {
-        "apiKeyRequired": false,
-        "authorizationType": "NONE",
-        "httpMethod": "OPTIONS",
-        "methodIntegration": {
-          "cacheKeyParameters": [],
-          "cacheNamespace": "<cache-namespace:1>",
-          "integrationResponses": {
-            "200": {
-              "responseParameters": {
-                "method.response.header.Access-Control-Allow-Credentials": "'true'",
-                "method.response.header.Access-Control-Allow-Headers": "'Content-Type,Authorization,x-test-header'",
-                "method.response.header.Access-Control-Allow-Methods": "'OPTIONS,POST,GET,PUT'",
-                "method.response.header.Access-Control-Allow-Origin": "'http://localhost:8000'"
-              },
-              "responseTemplates": {
-                "application/json": {}
-              },
-              "statusCode": "200"
-            }
-          },
-          "passthroughBehavior": "WHEN_NO_MATCH",
-          "requestTemplates": {
-            "application/json": {
-              "statusCode": 200
-            }
-          },
-          "timeoutInMillis": 29000,
-          "type": "MOCK"
-        },
-        "methodResponses": {
-          "200": {
-            "responseParameters": {
-              "method.response.header.Access-Control-Allow-Credentials": false,
-              "method.response.header.Access-Control-Allow-Headers": false,
-              "method.response.header.Access-Control-Allow-Methods": false,
-              "method.response.header.Access-Control-Allow-Origin": false
-            },
-            "statusCode": "200"
-          }
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_apigateway.py::test_update_usage_plan": {
-    "recorded-date": "13-09-2024, 09:57:21",
-    "recorded-content": {
-      "usage-plan": {
-        "apiStages": [
-          {
-            "apiId": "<api-id:1>",
-            "stage": "<stage:1>"
-          }
-        ],
-        "id": "<id:1>",
-        "name": "<name:1>",
-        "quota": {
-          "limit": 5000,
-          "offset": 0,
-          "period": "MONTH"
-        },
-        "tags": {
-          "aws:cloudformation:logical-id": "UsagePlan",
-          "aws:cloudformation:stack-id": "arn:<partition>:cloudformation:<region>:111111111111:stack/<aws:cloudformation:stack-name:1>/<resource:1>",
-          "aws:cloudformation:stack-name": "<aws:cloudformation:stack-name:1>",
-          "test": "value1",
-          "test2": "hardcoded"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "updated-usage-plan": {
-        "apiStages": [
-          {
-            "apiId": "<api-id:1>",
-            "stage": "<stage:1>"
-          }
-        ],
-        "id": "<id:1>",
-        "name": "<name:1>",
-        "quota": {
-          "limit": 7000,
-          "offset": 0,
-          "period": "MONTH"
-        },
-        "tags": {
-          "aws:cloudformation:logical-id": "UsagePlan",
-          "aws:cloudformation:stack-id": "arn:<partition>:cloudformation:<region>:111111111111:stack/<aws:cloudformation:stack-name:1>/<resource:1>",
-          "aws:cloudformation:stack-name": "<aws:cloudformation:stack-name:1>",
-          "test": "value-updated",
-          "test2": "hardcoded"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_apigateway.py::test_update_apigateway_stage": {
-    "recorded-date": "07-11-2024, 05:35:20",
-    "recorded-content": {
-      "created-stage": {
-        "cacheClusterEnabled": false,
-        "cacheClusterStatus": "NOT_AVAILABLE",
-        "createdDate": "datetime",
-        "deploymentId": "<deployment-id:1>",
-        "lastUpdatedDate": "datetime",
-        "methodSettings": {},
-        "stageName": "dev",
-        "tags": {
-          "aws:cloudformation:logical-id": "Stage",
-          "aws:cloudformation:stack-id": "arn:<partition>:cloudformation:<region>:111111111111:stack/<aws:cloudformation:stack-name:1>/<resource:1>",
-          "aws:cloudformation:stack-name": "<aws:cloudformation:stack-name:1>"
-        },
-        "tracingEnabled": false,
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "updated-stage": {
-        "cacheClusterEnabled": false,
-        "cacheClusterStatus": "NOT_AVAILABLE",
-        "createdDate": "datetime",
-        "deploymentId": "<deployment-id:1>",
-        "lastUpdatedDate": "datetime",
-        "methodSettings": {},
-        "stageName": "dev",
-        "tags": {
-          "aws:cloudformation:logical-id": "Stage",
-          "aws:cloudformation:stack-id": "arn:<partition>:cloudformation:<region>:111111111111:stack/<aws:cloudformation:stack-name:1>/<resource:1>",
-          "aws:cloudformation:stack-name": "<aws:cloudformation:stack-name:1>"
-        },
-        "tracingEnabled": false,
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_apigateway.validation.json b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_apigateway.validation.json
deleted file mode 100644
index 43ad31fc92767..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_apigateway.validation.json
+++ /dev/null
@@ -1,50 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_apigateway.py::TestServerlessApigwLambda::test_serverless_like_deployment_with_update": {
-    "last_validated_date": "2024-02-19T08:55:12+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_apigateway.py::test_api_gateway_with_policy_as_dict": {
-    "last_validated_date": "2025-07-15T19:30:16+00:00",
-    "durations_in_seconds": {
-      "setup": 0.5,
-      "call": 11.81,
-      "teardown": 17.53,
-      "total": 29.84
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_apigateway.py::test_cfn_apigateway_rest_api": {
-    "last_validated_date": "2024-06-25T18:12:55+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_apigateway.py::test_cfn_deploy_apigateway_from_s3_swagger": {
-    "last_validated_date": "2025-07-16T00:25:05+00:00",
-    "durations_in_seconds": {
-      "setup": 1.15,
-      "call": 18.86,
-      "teardown": 8.08,
-      "total": 28.09
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_apigateway.py::test_cfn_deploy_apigateway_integration": {
-    "last_validated_date": "2025-07-15T19:29:44+00:00",
-    "durations_in_seconds": {
-      "setup": 0.57,
-      "call": 26.97,
-      "teardown": 15.37,
-      "total": 42.91
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_apigateway.py::test_cfn_deploy_apigateway_models": {
-    "last_validated_date": "2024-06-21T00:09:05+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_apigateway.py::test_cfn_with_apigateway_resources": {
-    "last_validated_date": "2024-06-20T23:54:26+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_apigateway.py::test_rest_api_serverless_ref_resolving": {
-    "last_validated_date": "2023-07-06T19:01:08+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_apigateway.py::test_update_apigateway_stage": {
-    "last_validated_date": "2024-11-07T05:35:20+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_apigateway.py::test_update_usage_plan": {
-    "last_validated_date": "2024-09-13T09:57:21+00:00"
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_cdk.py b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_cdk.py
deleted file mode 100644
index 0140153b6dc89..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_cdk.py
+++ /dev/null
@@ -1,145 +0,0 @@
-import os
-
-import pytest
-from localstack_snapshot.snapshots.transformer import SortingTransformer
-
-from localstack.services.cloudformation.v2.utils import is_v2_engine
-from localstack.testing.aws.util import is_aws_cloud
-from localstack.testing.pytest import markers
-from localstack.utils.files import load_file
-from localstack.utils.strings import short_uid
-
-pytestmark = pytest.mark.skipif(
-    condition=not is_v2_engine() and not is_aws_cloud(),
-    reason="Only targeting the new engine",
-)
-
-
-class TestCdkInit:
-    @pytest.mark.parametrize("bootstrap_version", ["10", "11", "12"])
-    @markers.aws.validated
-    def test_cdk_bootstrap(self, deploy_cfn_template, bootstrap_version, aws_client):
-        deploy_cfn_template(
-            template_path=os.path.join(
-                os.path.dirname(__file__),
-                f"../../../../../templates/cdk_bootstrap_v{bootstrap_version}.yaml",
-            ),
-            parameters={"FileAssetsBucketName": f"cdk-bootstrap-{short_uid()}"},
-        )
-        init_stack_result = deploy_cfn_template(
-            template_path=os.path.join(
-                os.path.dirname(__file__), "../../../../../templates/cdk_init_template.yaml"
-            )
-        )
-        assert init_stack_result.outputs["BootstrapVersionOutput"] == bootstrap_version
-        stack_res = aws_client.cloudformation.describe_stack_resources(
-            StackName=init_stack_result.stack_id, LogicalResourceId="CDKMetadata"
-        )
-        assert len(stack_res["StackResources"]) == 1
-        assert stack_res["StackResources"][0]["LogicalResourceId"] == "CDKMetadata"
-
-    @pytest.mark.skip(reason="CFNV2:Provider")
-    @markers.aws.validated
-    def test_cdk_bootstrap_redeploy(self, aws_client, cleanup_stacks, cleanup_changesets, cleanups):
-        """Test that simulates a sequence of commands executed by CDK when running 'cdk bootstrap' twice"""
-
-        stack_name = f"CDKToolkit-{short_uid()}"
-        change_set_name = f"cdk-deploy-change-set-{short_uid()}"
-
-        def clean_resources():
-            cleanup_stacks([stack_name])
-            cleanup_changesets([change_set_name])
-
-        cleanups.append(clean_resources)
-
-        template_body = load_file(
-            os.path.join(os.path.dirname(__file__), "../../../../../templates/cdk_bootstrap.yml")
-        )
-        aws_client.cloudformation.create_change_set(
-            StackName=stack_name,
-            ChangeSetName=change_set_name,
-            TemplateBody=template_body,
-            ChangeSetType="CREATE",
-            Capabilities=["CAPABILITY_IAM", "CAPABILITY_NAMED_IAM", "CAPABILITY_AUTO_EXPAND"],
-            Description="CDK Changeset for execution 731ed7da-8b2d-49c6-bca3-4698b6875954",
-            Parameters=[
-                {
-                    "ParameterKey": "BootstrapVariant",
-                    "ParameterValue": "AWS CDK: Default Resources",
-                },
-                {"ParameterKey": "TrustedAccounts", "ParameterValue": ""},
-                {"ParameterKey": "TrustedAccountsForLookup", "ParameterValue": ""},
-                {"ParameterKey": "CloudFormationExecutionPolicies", "ParameterValue": ""},
-                {"ParameterKey": "FileAssetsBucketKmsKeyId", "ParameterValue": "AWS_MANAGED_KEY"},
-                {"ParameterKey": "PublicAccessBlockConfiguration", "ParameterValue": "true"},
-                {"ParameterKey": "Qualifier", "ParameterValue": "hnb659fds"},
-                {"ParameterKey": "UseExamplePermissionsBoundary", "ParameterValue": "false"},
-            ],
-        )
-        aws_client.cloudformation.describe_change_set(
-            StackName=stack_name, ChangeSetName=change_set_name
-        )
-
-        aws_client.cloudformation.get_waiter("change_set_create_complete").wait(
-            StackName=stack_name, ChangeSetName=change_set_name
-        )
-
-        aws_client.cloudformation.execute_change_set(
-            StackName=stack_name, ChangeSetName=change_set_name
-        )
-
-        aws_client.cloudformation.get_waiter("stack_create_complete").wait(StackName=stack_name)
-        aws_client.cloudformation.describe_stacks(StackName=stack_name)
-
-        # When CDK toolstrap command is executed again it just confirms that the template is the same
-        aws_client.sts.get_caller_identity()
-        aws_client.cloudformation.get_template(StackName=stack_name, TemplateStage="Original")
-
-        # TODO: create scenario where the template is different to catch cdk behavior
-
-
-class TestCdkSampleApp:
-    @markers.snapshot.skip_snapshot_verify(
-        paths=[
-            "$..Attributes.Policy.Statement..Condition",
-            "$..Attributes.Policy.Statement..Resource",
-            "$..StackResourceSummaries..PhysicalResourceId",
-        ]
-    )
-    @markers.aws.validated
-    def test_cdk_sample(self, deploy_cfn_template, snapshot, aws_client):
-        snapshot.add_transformer(snapshot.transform.cloudformation_api())
-        snapshot.add_transformer(snapshot.transform.sqs_api())
-        snapshot.add_transformer(snapshot.transform.sns_api())
-        snapshot.add_transformer(
-            SortingTransformer("StackResourceSummaries", lambda x: x["LogicalResourceId"]),
-            priority=-1,
-        )
-
-        deploy = deploy_cfn_template(
-            template_path=os.path.join(
-                os.path.dirname(__file__), "../../../../../templates/cfn_cdk_sample_app.yaml"
-            ),
-            max_wait=120,
-        )
-
-        queue_url = deploy.outputs["QueueUrl"]
-
-        queue_attr_policy = aws_client.sqs.get_queue_attributes(
-            QueueUrl=queue_url, AttributeNames=["Policy"]
-        )
-        snapshot.match("queue_attr_policy", queue_attr_policy)
-        stack_resources = aws_client.cloudformation.list_stack_resources(StackName=deploy.stack_id)
-        snapshot.match("stack_resources", stack_resources)
-
-        # physical resource id of the queue policy AWS::SQS::QueuePolicy
-        queue_policy_resource = aws_client.cloudformation.describe_stack_resource(
-            StackName=deploy.stack_id, LogicalResourceId="CdksampleQueuePolicyFA91005A"
-        )
-        snapshot.add_transformer(
-            snapshot.transform.regex(
-                queue_policy_resource["StackResourceDetail"]["PhysicalResourceId"],
-                "<queue-policy-physid>",
-            )
-        )
-        # TODO: make sure phys id of the resource conforms to this format: stack-d98dcad5-CdksampleQueuePolicyFA91005A-1WYVV4PMCWOYI
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_cdk.snapshot.json b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_cdk.snapshot.json
deleted file mode 100644
index 2068d98220c4a..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_cdk.snapshot.json
+++ /dev/null
@@ -1,81 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_cdk.py::TestCdkSampleApp::test_cdk_sample": {
-    "recorded-date": "04-11-2022, 15:15:44",
-    "recorded-content": {
-      "queue_attr_policy": {
-        "Attributes": {
-          "Policy": {
-            "Version": "2012-10-17",
-            "Statement": [
-              {
-                "Effect": "Allow",
-                "Principal": {
-                  "Service": "sns.amazonaws.com"
-                },
-                "Action": "sqs:SendMessage",
-                "Resource": "arn:<partition>:sqs:<region>:111111111111:<resource:1>",
-                "Condition": {
-                  "ArnEquals": {
-                    "aws:SourceArn": "arn:<partition>:sns:<region>:111111111111:<resource:2>"
-                  }
-                }
-              }
-            ]
-          }
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "stack_resources": {
-        "StackResourceSummaries": [
-          {
-            "DriftInformation": {
-              "StackResourceDriftStatus": "NOT_CHECKED"
-            },
-            "LastUpdatedTimestamp": "timestamp",
-            "LogicalResourceId": "CdksampleQueue3139C8CD",
-            "PhysicalResourceId": "https://sqs.<region>.amazonaws.com/111111111111/<resource:1>",
-            "ResourceStatus": "CREATE_COMPLETE",
-            "ResourceType": "AWS::SQS::Queue"
-          },
-          {
-            "DriftInformation": {
-              "StackResourceDriftStatus": "NOT_CHECKED"
-            },
-            "LastUpdatedTimestamp": "timestamp",
-            "LogicalResourceId": "CdksampleQueueCdksampleStackCdksampleTopicCB3FDFDDC0BCF47C",
-            "PhysicalResourceId": "arn:<partition>:sns:<region>:111111111111:<resource:2>:<resource:3>",
-            "ResourceStatus": "CREATE_COMPLETE",
-            "ResourceType": "AWS::SNS::Subscription"
-          },
-          {
-            "DriftInformation": {
-              "StackResourceDriftStatus": "NOT_CHECKED"
-            },
-            "LastUpdatedTimestamp": "timestamp",
-            "LogicalResourceId": "CdksampleQueuePolicyFA91005A",
-            "PhysicalResourceId": "<queue-policy-physid>",
-            "ResourceStatus": "CREATE_COMPLETE",
-            "ResourceType": "AWS::SQS::QueuePolicy"
-          },
-          {
-            "DriftInformation": {
-              "StackResourceDriftStatus": "NOT_CHECKED"
-            },
-            "LastUpdatedTimestamp": "timestamp",
-            "LogicalResourceId": "CdksampleTopic7AD235A4",
-            "PhysicalResourceId": "arn:<partition>:sns:<region>:111111111111:<resource:2>",
-            "ResourceStatus": "CREATE_COMPLETE",
-            "ResourceType": "AWS::SNS::Topic"
-          }
-        ],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_cdk.validation.json b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_cdk.validation.json
deleted file mode 100644
index b627e80340018..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_cdk.validation.json
+++ /dev/null
@@ -1,14 +0,0 @@
-{
-  "tests/aws/services/cloudformation/resources/test_cdk.py::TestCdkInit::test_cdk_bootstrap[10]": {
-    "last_validated_date": "2024-06-25T18:37:34+00:00"
-  },
-  "tests/aws/services/cloudformation/resources/test_cdk.py::TestCdkInit::test_cdk_bootstrap[11]": {
-    "last_validated_date": "2024-06-25T18:40:57+00:00"
-  },
-  "tests/aws/services/cloudformation/resources/test_cdk.py::TestCdkInit::test_cdk_bootstrap[12]": {
-    "last_validated_date": "2024-06-25T18:44:21+00:00"
-  },
-  "tests/aws/services/cloudformation/resources/test_cdk.py::TestCdkSampleApp::test_cdk_sample": {
-    "last_validated_date": "2022-11-04T14:15:44+00:00"
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_cloudformation.py b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_cloudformation.py
deleted file mode 100644
index 65f79e38e23a2..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_cloudformation.py
+++ /dev/null
@@ -1,137 +0,0 @@
-import logging
-import os
-import textwrap
-import time
-import uuid
-from threading import Thread
-from typing import TYPE_CHECKING
-
-import pytest
-import requests
-
-from localstack.aws.api.lambda_ import Runtime
-from localstack.services.cloudformation.v2.utils import is_v2_engine
-from localstack.testing.aws.util import is_aws_cloud
-from localstack.testing.pytest import markers
-from localstack.utils.strings import short_uid
-
-if TYPE_CHECKING:
-    try:
-        from mypy_boto3_ssm import SSMClient
-    except ImportError:
-        pass
-
-LOG = logging.getLogger(__name__)
-
-pytestmark = pytest.mark.skipif(
-    condition=not is_v2_engine() and not is_aws_cloud(),
-    reason="Only targeting the new engine",
-)
-
-PARAMETER_NAME = "wait-handle-url"
-
-
-class SignalSuccess(Thread):
-    def __init__(self, client: "SSMClient"):
-        Thread.__init__(self)
-        self.client = client
-        self.session = requests.Session()
-        self.should_break = False
-
-    def run(self):
-        while not self.should_break:
-            try:
-                LOG.debug("fetching parameter")
-                res = self.client.get_parameter(Name=PARAMETER_NAME)
-                url = res["Parameter"]["Value"]
-                LOG.info("signalling url %s", url)
-
-                payload = {
-                    "Status": "SUCCESS",
-                    "Reason": "Wait condition reached",
-                    "UniqueId": str(uuid.uuid4()),
-                    "Data": "Application has completed configuration.",
-                }
-                r = self.session.put(url, json=payload)
-                LOG.debug("status from signalling: %s", r.status_code)
-                r.raise_for_status()
-                LOG.debug("status signalled")
-                break
-            except self.client.exceptions.ParameterNotFound:
-                LOG.warning("parameter not available, trying again")
-                time.sleep(5)
-            except Exception:
-                LOG.exception("got python exception")
-                raise
-
-    def stop(self):
-        self.should_break = True
-
-
-@markers.snapshot.skip_snapshot_verify(paths=["$..WaitConditionName"])
-@markers.aws.validated
-def test_waitcondition(deploy_cfn_template, snapshot, aws_client):
-    """
-    Complicated test, since we have a wait condition that must signal
-    a successful value to before the stack finishes. We use the
-    fact that CFn will deploy the SSM parameter before moving on
-    to the wait condition itself, so in a background thread we
-    try to set the value to success so that the stack will
-    deploy correctly.
-    """
-    signal_thread = SignalSuccess(aws_client.ssm)
-    signal_thread.daemon = True
-    signal_thread.start()
-
-    try:
-        stack = deploy_cfn_template(
-            template_path=os.path.join(
-                os.path.dirname(__file__), "../../../../../templates/cfn_waitcondition.yaml"
-            ),
-            parameters={"ParameterName": PARAMETER_NAME},
-        )
-    finally:
-        signal_thread.stop()
-
-    wait_handle_id = stack.outputs["WaitHandleId"]
-    wait_condition_name = stack.outputs["WaitConditionRef"]
-
-    # TODO: more stringent tests
-    assert wait_handle_id is not None
-    # snapshot.match("waithandle_ref", wait_handle_id)
-    snapshot.match("waitcondition_ref", {"WaitConditionName": wait_condition_name})
-
-
-@markers.aws.validated
-def test_create_macro(deploy_cfn_template, create_lambda_function, snapshot, aws_client):
-    macro_name = f"macro-{short_uid()}"
-    snapshot.add_transformer(snapshot.transform.regex(macro_name, "<macro-name>"))
-
-    function_name = f"macro_lambda_{short_uid()}"
-
-    handler_code = textwrap.dedent(
-        """
-    def handler(event, context):
-        pass
-    """
-    )
-
-    create_lambda_function(
-        func_name=function_name,
-        handler_file=handler_code,
-        runtime=Runtime.python3_12,
-    )
-
-    template_path = os.path.join(
-        os.path.dirname(__file__), "../../../../../templates/macro_resource.yml"
-    )
-    assert os.path.isfile(template_path)
-    stack = deploy_cfn_template(
-        template_path=template_path,
-        parameters={
-            "FunctionName": function_name,
-            "MacroName": macro_name,
-        },
-    )
-
-    snapshot.match("stack-outputs", stack.outputs)
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_cloudformation.snapshot.json b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_cloudformation.snapshot.json
deleted file mode 100644
index 3c607af7f69ec..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_cloudformation.snapshot.json
+++ /dev/null
@@ -1,24 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_cloudformation.py::test_waitconditionhandle": {
-    "recorded-date": "17-05-2023, 15:55:08",
-    "recorded-content": {
-      "waithandle_ref": "https://cloudformation-waitcondition-<region>.s3.<region>.amazonaws.com/arn%3Aaws%3Acloudformation%3A<region>%3A111111111111%3Astack/stack-03ad7786/c7b3de40-f4c2-11ed-b84b-0a57ddc705d2/WaitHandle?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Date=20230517T145504Z&X-Amz-SignedHeaders=host&X-Amz-Expires=86399&X-Amz-Credential=AKIAYYGVRKE7CKDBHLUS%2F20230517%2F<region>%2Fs3%2Faws4_request&X-Amz-Signature=3c79384f6647bd2c655ac78e6811ea0fff9b3a52a9bd751005d35f2a04f6533c"
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_cloudformation.py::test_waitcondition": {
-    "recorded-date": "18-05-2023, 11:09:21",
-    "recorded-content": {
-      "waitcondition_ref": {
-        "WaitConditionName": "arn:<partition>:cloudformation:<region>:111111111111:stack/stack-6cc1b50e/f9764ac0-f563-11ed-82f7-061d4a7b8a1e/WaitHandle"
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_cloudformation.py::test_create_macro": {
-    "recorded-date": "09-06-2023, 14:30:11",
-    "recorded-content": {
-      "stack-outputs": {
-        "MacroRef": "<macro-name>"
-      }
-    }
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_cloudformation.validation.json b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_cloudformation.validation.json
deleted file mode 100644
index 0aeaeefb84d2e..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_cloudformation.validation.json
+++ /dev/null
@@ -1,8 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_cloudformation.py::test_create_macro": {
-    "last_validated_date": "2023-06-09T12:30:11+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_cloudformation.py::test_waitcondition": {
-    "last_validated_date": "2023-05-18T09:09:21+00:00"
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_cloudwatch.py b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_cloudwatch.py
deleted file mode 100644
index d1acf12c8a064..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_cloudwatch.py
+++ /dev/null
@@ -1,118 +0,0 @@
-import json
-import os
-import re
-
-import pytest
-from localstack_snapshot.snapshots.transformer import KeyValueBasedTransformer
-
-from localstack.services.cloudformation.v2.utils import is_v2_engine
-from localstack.testing.aws.util import is_aws_cloud
-from localstack.testing.pytest import markers
-from localstack.testing.snapshots.transformer_utility import PATTERN_ARN
-from localstack.utils.strings import short_uid
-
-pytestmark = pytest.mark.skipif(
-    condition=not is_v2_engine() and not is_aws_cloud(),
-    reason="Only targeting the new engine",
-)
-
-
-@markers.aws.validated
-def test_alarm_creation(deploy_cfn_template, snapshot):
-    snapshot.add_transformer(snapshot.transform.resource_name())
-    alarm_name = f"alarm-{short_uid()}"
-
-    template = json.dumps(
-        {
-            "Resources": {
-                "Alarm": {
-                    "Type": "AWS::CloudWatch::Alarm",
-                    "Properties": {
-                        "AlarmName": alarm_name,
-                        "ComparisonOperator": "GreaterThanOrEqualToThreshold",
-                        "EvaluationPeriods": 1,
-                        "MetricName": "Errors",
-                        "Namespace": "AWS/Lambda",
-                        "Period": 300,
-                        "Statistic": "Average",
-                        "Threshold": 1,
-                    },
-                }
-            },
-            "Outputs": {
-                "AlarmName": {"Value": {"Ref": "Alarm"}},
-                "AlarmArnFromAtt": {"Value": {"Fn::GetAtt": "Alarm.Arn"}},
-            },
-        }
-    )
-
-    outputs = deploy_cfn_template(template=template).outputs
-    snapshot.match("alarm_outputs", outputs)
-
-
-@markers.aws.validated
-@markers.snapshot.skip_snapshot_verify(
-    paths=[
-        "$..StateReason",
-        "$..StateReasonData",
-        "$..StateValue",
-    ]
-)
-def test_composite_alarm_creation(aws_client, deploy_cfn_template, snapshot):
-    snapshot.add_transformer(snapshot.transform.key_value("Region", "region-name-full"))
-
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/cfn_cw_composite_alarm.yml"
-        ),
-    )
-    composite_alarm_name = stack.outputs["CompositeAlarmName"]
-
-    def alarm_action_name_transformer(key: str, val: str):
-        if key == "AlarmActions" and isinstance(val, list) and len(val) == 1:
-            # we expect only one item in the list
-            value = val[0]
-            match = re.match(PATTERN_ARN, value)
-            if match:
-                res = match.groups()[-1]
-                if ":" in res:
-                    return res.split(":")[-1]
-                return res
-            return None
-
-    snapshot.add_transformer(
-        KeyValueBasedTransformer(alarm_action_name_transformer, "alarm-action-name"),
-    )
-    response = aws_client.cloudwatch.describe_alarms(
-        AlarmNames=[composite_alarm_name], AlarmTypes=["CompositeAlarm"]
-    )
-    snapshot.match("composite_alarm", response["CompositeAlarms"])
-
-    metric_alarm_name = stack.outputs["MetricAlarmName"]
-    response = aws_client.cloudwatch.describe_alarms(AlarmNames=[metric_alarm_name])
-    snapshot.match("metric_alarm", response["MetricAlarms"])
-
-    stack.destroy()
-    response = aws_client.cloudwatch.describe_alarms(
-        AlarmNames=[composite_alarm_name], AlarmTypes=["CompositeAlarm"]
-    )
-    assert not response["CompositeAlarms"]
-    response = aws_client.cloudwatch.describe_alarms(AlarmNames=[metric_alarm_name])
-    assert not response["MetricAlarms"]
-
-
-@markers.aws.validated
-def test_alarm_ext_statistic(aws_client, deploy_cfn_template, snapshot):
-    snapshot.add_transformer(snapshot.transform.cloudwatch_api())
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/cfn_cw_simple_alarm.yml"
-        ),
-    )
-    alarm_name = stack.outputs["MetricAlarmName"]
-    response = aws_client.cloudwatch.describe_alarms(AlarmNames=[alarm_name])
-    snapshot.match("simple_alarm", response["MetricAlarms"])
-
-    stack.destroy()
-    response = aws_client.cloudwatch.describe_alarms(AlarmNames=[alarm_name])
-    assert not response["MetricAlarms"]
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_cloudwatch.snapshot.json b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_cloudwatch.snapshot.json
deleted file mode 100644
index 171d60de6e8ac..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_cloudwatch.snapshot.json
+++ /dev/null
@@ -1,119 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_cloudwatch.py::test_alarm_creation": {
-    "recorded-date": "25-09-2023, 10:28:42",
-    "recorded-content": {
-      "alarm_outputs": {
-        "AlarmArnFromAtt": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<resource:1>",
-        "AlarmName": "<resource:1>"
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_cloudwatch.py::test_composite_alarm_creation": {
-    "recorded-date": "16-07-2024, 10:41:22",
-    "recorded-content": {
-      "composite_alarm": [
-        {
-          "ActionsEnabled": true,
-          "AlarmActions": [
-            "arn:<partition>:sns:<region>:111111111111:<alarm-action-name:1>"
-          ],
-          "AlarmArn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:HighResourceUsage",
-          "AlarmConfigurationUpdatedTimestamp": "timestamp",
-          "AlarmDescription": "Indicates that the system resource usage is high while no known deployment is in progress",
-          "AlarmName": "HighResourceUsage",
-          "AlarmRule": "(ALARM(HighCPUUsage) OR ALARM(HighMemoryUsage))",
-          "InsufficientDataActions": [],
-          "OKActions": [],
-          "StateReason": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:HighResourceUsage was created and its alarm rule evaluates to OK",
-          "StateReasonData": {
-            "triggeringAlarms": [
-              {
-                "arn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:HighCPUUsage",
-                "state": {
-                  "value": "INSUFFICIENT_DATA",
-                  "timestamp": "date"
-                }
-              },
-              {
-                "arn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:HighMemoryUsage",
-                "state": {
-                  "value": "INSUFFICIENT_DATA",
-                  "timestamp": "date"
-                }
-              }
-            ]
-          },
-          "StateUpdatedTimestamp": "timestamp",
-          "StateValue": "OK",
-          "StateTransitionedTimestamp": "timestamp"
-        }
-      ],
-      "metric_alarm": [
-        {
-          "AlarmName": "HighMemoryUsage",
-          "AlarmArn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:HighMemoryUsage",
-          "AlarmDescription": "Memory usage is high",
-          "AlarmConfigurationUpdatedTimestamp": "timestamp",
-          "ActionsEnabled": true,
-          "OKActions": [],
-          "AlarmActions": [],
-          "InsufficientDataActions": [],
-          "StateValue": "INSUFFICIENT_DATA",
-          "StateReason": "Unchecked: Initial alarm creation",
-          "StateUpdatedTimestamp": "timestamp",
-          "MetricName": "MemoryUsage",
-          "Namespace": "CustomNamespace",
-          "Statistic": "Average",
-          "Dimensions": [],
-          "Period": 60,
-          "EvaluationPeriods": 1,
-          "Threshold": 65.0,
-          "ComparisonOperator": "GreaterThanThreshold",
-          "TreatMissingData": "breaching",
-          "StateTransitionedTimestamp": "timestamp"
-        }
-      ]
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_cloudwatch.py::test_alarm_no_statistic": {
-    "recorded-date": "27-11-2023, 10:08:09",
-    "recorded-content": {}
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_cloudwatch.py::test_alarm_ext_statistic": {
-    "recorded-date": "27-11-2023, 10:09:46",
-    "recorded-content": {
-      "simple_alarm": [
-        {
-          "AlarmName": "<alarm-name:1>",
-          "AlarmArn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<alarm-name:1>",
-          "AlarmDescription": "uses extended statistic",
-          "AlarmConfigurationUpdatedTimestamp": "timestamp",
-          "ActionsEnabled": true,
-          "OKActions": [],
-          "AlarmActions": [],
-          "InsufficientDataActions": [],
-          "StateValue": "INSUFFICIENT_DATA",
-          "StateReason": "Unchecked: Initial alarm creation",
-          "StateUpdatedTimestamp": "timestamp",
-          "MetricName": "Duration",
-          "Namespace": "<namespace:1>",
-          "ExtendedStatistic": "p99",
-          "Dimensions": [
-            {
-              "Name": "FunctionName",
-              "Value": "my-function"
-            }
-          ],
-          "Period": 300,
-          "Unit": "Count",
-          "EvaluationPeriods": 3,
-          "DatapointsToAlarm": 3,
-          "Threshold": 10.0,
-          "ComparisonOperator": "GreaterThanOrEqualToThreshold",
-          "TreatMissingData": "ignore",
-          "StateTransitionedTimestamp": "timestamp"
-        }
-      ]
-    }
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_cloudwatch.validation.json b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_cloudwatch.validation.json
deleted file mode 100644
index 9888ffd954a05..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_cloudwatch.validation.json
+++ /dev/null
@@ -1,11 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_cloudwatch.py::test_alarm_creation": {
-    "last_validated_date": "2023-09-25T08:28:42+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_cloudwatch.py::test_alarm_ext_statistic": {
-    "last_validated_date": "2023-11-27T09:09:46+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_cloudwatch.py::test_composite_alarm_creation": {
-    "last_validated_date": "2024-07-16T10:43:30+00:00"
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_dynamodb.py b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_dynamodb.py
deleted file mode 100644
index 4a0b900772ef6..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_dynamodb.py
+++ /dev/null
@@ -1,217 +0,0 @@
-import os
-
-import aws_cdk as cdk
-import pytest
-from aws_cdk import aws_dynamodb as dynamodb
-from aws_cdk.aws_dynamodb import BillingMode
-
-from localstack.services.cloudformation.v2.utils import is_v2_engine
-from localstack.testing.aws.util import is_aws_cloud
-from localstack.testing.pytest import markers
-from localstack.utils.aws.arns import get_partition
-from localstack.utils.strings import short_uid
-
-pytestmark = pytest.mark.skipif(
-    condition=not is_v2_engine() and not is_aws_cloud(),
-    reason="Only targeting the new engine",
-)
-
-
-@markers.aws.validated
-def test_deploy_stack_with_dynamodb_table(deploy_cfn_template, aws_client, region_name):
-    env = "Staging"
-    ddb_table_name_prefix = f"ddb-table-{short_uid()}"
-    ddb_table_name = f"{ddb_table_name_prefix}-{env}"
-
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/deploy_template_3.yaml"
-        ),
-        parameters={"tableName": ddb_table_name_prefix, "env": env},
-    )
-
-    assert stack.outputs["Arn"].startswith(f"arn:{get_partition(region_name)}:dynamodb")
-    assert f"table/{ddb_table_name}" in stack.outputs["Arn"]
-    assert stack.outputs["Name"] == ddb_table_name
-
-    rs = aws_client.dynamodb.list_tables()
-    assert ddb_table_name in rs["TableNames"]
-
-    stack.destroy()
-    rs = aws_client.dynamodb.list_tables()
-    assert ddb_table_name not in rs["TableNames"]
-
-
-@markers.aws.validated
-def test_globalindex_read_write_provisioned_throughput_dynamodb_table(
-    deploy_cfn_template, aws_client
-):
-    deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/deploy_template_3.yaml"
-        ),
-        parameters={"tableName": "dynamodb", "env": "test"},
-    )
-
-    response = aws_client.dynamodb.describe_table(TableName="dynamodb-test")
-
-    if response["Table"]["ProvisionedThroughput"]:
-        throughput = response["Table"]["ProvisionedThroughput"]
-        assert isinstance(throughput["ReadCapacityUnits"], int)
-        assert isinstance(throughput["WriteCapacityUnits"], int)
-
-    for global_index in response["Table"]["GlobalSecondaryIndexes"]:
-        index_provisioned = global_index["ProvisionedThroughput"]
-        test_read_capacity = index_provisioned["ReadCapacityUnits"]
-        test_write_capacity = index_provisioned["WriteCapacityUnits"]
-        assert isinstance(test_read_capacity, int)
-        assert isinstance(test_write_capacity, int)
-
-
-@markers.aws.validated
-@markers.snapshot.skip_snapshot_verify(
-    paths=[
-        "$..Table.ProvisionedThroughput.LastDecreaseDateTime",
-        "$..Table.ProvisionedThroughput.LastIncreaseDateTime",
-        "$..Table.Replicas",
-        "$..Table.DeletionProtectionEnabled",
-    ]
-)
-def test_default_name_for_table(deploy_cfn_template, snapshot, aws_client):
-    snapshot.add_transformer(snapshot.transform.dynamodb_api())
-    snapshot.add_transformer(snapshot.transform.key_value("TableName", "table-name"))
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/dynamodb_table_defaults.yml"
-        ),
-    )
-
-    response = aws_client.dynamodb.describe_table(TableName=stack.outputs["TableName"])
-    snapshot.match("table_description", response)
-
-    list_tags = aws_client.dynamodb.list_tags_of_resource(ResourceArn=stack.outputs["TableArn"])
-    snapshot.match("list_tags_of_resource", list_tags)
-
-
-@markers.aws.validated
-@markers.snapshot.skip_snapshot_verify(
-    paths=[
-        "$..Table.ProvisionedThroughput.LastDecreaseDateTime",
-        "$..Table.ProvisionedThroughput.LastIncreaseDateTime",
-        "$..Table.Replicas",
-        "$..Table.DeletionProtectionEnabled",
-    ]
-)
-@pytest.mark.parametrize("billing_mode", ["PROVISIONED", "PAY_PER_REQUEST"])
-def test_billing_mode_as_conditional(deploy_cfn_template, snapshot, aws_client, billing_mode):
-    snapshot.add_transformer(snapshot.transform.dynamodb_api())
-    snapshot.add_transformer(snapshot.transform.key_value("TableName", "table-name"))
-    snapshot.add_transformer(
-        snapshot.transform.key_value("LatestStreamLabel", "latest-stream-label")
-    )
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/dynamodb_billing_conditional.yml"
-        ),
-        parameters={"BillingModeParameter": billing_mode},
-    )
-
-    response = aws_client.dynamodb.describe_table(TableName=stack.outputs["TableName"])
-    snapshot.match("table_description", response)
-
-
-@markers.aws.validated
-@markers.snapshot.skip_snapshot_verify(
-    paths=[
-        "$..Table.DeletionProtectionEnabled",
-        "$..Table.ProvisionedThroughput.LastDecreaseDateTime",
-        "$..Table.ProvisionedThroughput.LastIncreaseDateTime",
-        "$..Table.Replicas",
-    ]
-)
-def test_global_table(deploy_cfn_template, snapshot, aws_client):
-    snapshot.add_transformer(snapshot.transform.dynamodb_api())
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/dynamodb_global_table.yml"
-        ),
-    )
-    snapshot.add_transformer(snapshot.transform.key_value("TableName", "table-name"))
-    response = aws_client.dynamodb.describe_table(TableName=stack.outputs["TableName"])
-    snapshot.match("table_description", response)
-
-    stack.destroy()
-
-    with pytest.raises(Exception) as ex:
-        aws_client.dynamodb.describe_table(TableName=stack.outputs["TableName"])
-
-    error_code = ex.value.response["Error"]["Code"]
-    assert "ResourceNotFoundException" == error_code
-
-
-@markers.aws.validated
-def test_ttl_cdk(aws_client, snapshot, infrastructure_setup):
-    infra = infrastructure_setup(namespace="DDBTableTTL")
-    stack = cdk.Stack(infra.cdk_app, "DDBStackTTL")
-
-    table = dynamodb.Table(
-        stack,
-        id="Table",
-        billing_mode=BillingMode.PAY_PER_REQUEST,
-        partition_key=dynamodb.Attribute(name="id", type=dynamodb.AttributeType.STRING),
-        removal_policy=cdk.RemovalPolicy.RETAIN,
-        time_to_live_attribute="expire_at",
-    )
-
-    cdk.CfnOutput(stack, "TableName", value=table.table_name)
-
-    with infra.provisioner() as prov:
-        outputs = prov.get_stack_outputs(stack_name="DDBStackTTL")
-        table_name = outputs["TableName"]
-        table = aws_client.dynamodb.describe_time_to_live(TableName=table_name)
-        snapshot.match("table", table)
-
-
-@markers.aws.validated
-# We return field bellow, while AWS doesn't return them
-@markers.snapshot.skip_snapshot_verify(
-    [
-        "$..Table.ProvisionedThroughput.LastDecreaseDateTime",
-        "$..Table.ProvisionedThroughput.LastIncreaseDateTime",
-        "$..Table.Replicas",
-    ]
-)
-def test_table_with_ttl_and_sse(deploy_cfn_template, snapshot, aws_client):
-    snapshot.add_transformer(snapshot.transform.dynamodb_api())
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/dynamodb_table_sse_enabled.yml"
-        ),
-    )
-    snapshot.add_transformer(snapshot.transform.key_value("TableName", "table-name"))
-    snapshot.add_transformer(snapshot.transform.key_value("KMSMasterKeyArn", "kms-arn"))
-    response = aws_client.dynamodb.describe_table(TableName=stack.outputs["TableName"])
-    snapshot.match("table_description", response)
-
-
-@markers.aws.validated
-# We return the fields bellow, while AWS doesn't return them
-@markers.snapshot.skip_snapshot_verify(
-    [
-        "$..Table.ProvisionedThroughput.LastDecreaseDateTime",
-        "$..Table.ProvisionedThroughput.LastIncreaseDateTime",
-    ]
-)
-def test_global_table_with_ttl_and_sse(deploy_cfn_template, snapshot, aws_client):
-    snapshot.add_transformer(snapshot.transform.dynamodb_api())
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__),
-            "../../../../../templates/dynamodb_global_table_sse_enabled.yml",
-        ),
-    )
-    snapshot.add_transformer(snapshot.transform.key_value("TableName", "table-name"))
-    snapshot.add_transformer(snapshot.transform.key_value("KMSMasterKeyArn", "kms-arn"))
-
-    response = aws_client.dynamodb.describe_table(TableName=stack.outputs["TableName"])
-    snapshot.match("table_description", response)
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_dynamodb.snapshot.json b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_dynamodb.snapshot.json
deleted file mode 100644
index 88af39a8953e1..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_dynamodb.snapshot.json
+++ /dev/null
@@ -1,349 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_dynamodb.py::test_default_name_for_table": {
-    "recorded-date": "28-08-2023, 12:34:19",
-    "recorded-content": {
-      "table_description": {
-        "Table": {
-          "AttributeDefinitions": [
-            {
-              "AttributeName": "keyName",
-              "AttributeType": "S"
-            }
-          ],
-          "CreationDateTime": "datetime",
-          "DeletionProtectionEnabled": false,
-          "ItemCount": 0,
-          "KeySchema": [
-            {
-              "AttributeName": "keyName",
-              "KeyType": "HASH"
-            }
-          ],
-          "ProvisionedThroughput": {
-            "NumberOfDecreasesToday": 0,
-            "ReadCapacityUnits": 5,
-            "WriteCapacityUnits": 5
-          },
-          "TableArn": "arn:<partition>:dynamodb:<region>:111111111111:table/<table-name:1>",
-          "TableId": "<uuid:1>",
-          "TableName": "<table-name:1>",
-          "TableSizeBytes": 0,
-          "TableStatus": "ACTIVE"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "list_tags_of_resource": {
-        "Tags": [
-          {
-            "Key": "TagKey1",
-            "Value": "TagValue1"
-          },
-          {
-            "Key": "TagKey2",
-            "Value": "TagValue2"
-          }
-        ],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_dynamodb.py::test_billing_mode_as_conditional[PROVISIONED]": {
-    "recorded-date": "28-08-2023, 12:34:41",
-    "recorded-content": {
-      "table_description": {
-        "Table": {
-          "AttributeDefinitions": [
-            {
-              "AttributeName": "id",
-              "AttributeType": "S"
-            }
-          ],
-          "CreationDateTime": "datetime",
-          "DeletionProtectionEnabled": false,
-          "ItemCount": 0,
-          "KeySchema": [
-            {
-              "AttributeName": "id",
-              "KeyType": "HASH"
-            }
-          ],
-          "LatestStreamArn": "arn:<partition>:dynamodb:<region>:111111111111:table/<table-name:1>/stream/<latest-stream-label:1>",
-          "LatestStreamLabel": "<latest-stream-label:1>",
-          "ProvisionedThroughput": {
-            "NumberOfDecreasesToday": 0,
-            "ReadCapacityUnits": 5,
-            "WriteCapacityUnits": 5
-          },
-          "StreamSpecification": {
-            "StreamEnabled": true,
-            "StreamViewType": "NEW_AND_OLD_IMAGES"
-          },
-          "TableArn": "arn:<partition>:dynamodb:<region>:111111111111:table/<table-name:1>",
-          "TableId": "<uuid:1>",
-          "TableName": "<table-name:1>",
-          "TableSizeBytes": 0,
-          "TableStatus": "ACTIVE"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_dynamodb.py::test_billing_mode_as_conditional[PAY_PER_REQUEST]": {
-    "recorded-date": "28-08-2023, 12:35:02",
-    "recorded-content": {
-      "table_description": {
-        "Table": {
-          "AttributeDefinitions": [
-            {
-              "AttributeName": "id",
-              "AttributeType": "S"
-            }
-          ],
-          "BillingModeSummary": {
-            "BillingMode": "PAY_PER_REQUEST",
-            "LastUpdateToPayPerRequestDateTime": "datetime"
-          },
-          "CreationDateTime": "datetime",
-          "DeletionProtectionEnabled": false,
-          "ItemCount": 0,
-          "KeySchema": [
-            {
-              "AttributeName": "id",
-              "KeyType": "HASH"
-            }
-          ],
-          "LatestStreamArn": "arn:<partition>:dynamodb:<region>:111111111111:table/<table-name:1>/stream/<latest-stream-label:1>",
-          "LatestStreamLabel": "<latest-stream-label:1>",
-          "ProvisionedThroughput": {
-            "NumberOfDecreasesToday": 0,
-            "ReadCapacityUnits": 0,
-            "WriteCapacityUnits": 0
-          },
-          "StreamSpecification": {
-            "StreamEnabled": true,
-            "StreamViewType": "NEW_AND_OLD_IMAGES"
-          },
-          "TableArn": "arn:<partition>:dynamodb:<region>:111111111111:table/<table-name:1>",
-          "TableId": "<uuid:1>",
-          "TableName": "<table-name:1>",
-          "TableSizeBytes": 0,
-          "TableStatus": "ACTIVE"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_dynamodb.py::test_global_table": {
-    "recorded-date": "01-12-2023, 12:54:13",
-    "recorded-content": {
-      "table_description": {
-        "Table": {
-          "AttributeDefinitions": [
-            {
-              "AttributeName": "keyName",
-              "AttributeType": "S"
-            }
-          ],
-          "BillingModeSummary": {
-            "BillingMode": "PAY_PER_REQUEST",
-            "LastUpdateToPayPerRequestDateTime": "datetime"
-          },
-          "CreationDateTime": "datetime",
-          "DeletionProtectionEnabled": false,
-          "ItemCount": 0,
-          "KeySchema": [
-            {
-              "AttributeName": "keyName",
-              "KeyType": "HASH"
-            }
-          ],
-          "ProvisionedThroughput": {
-            "NumberOfDecreasesToday": 0,
-            "ReadCapacityUnits": 0,
-            "WriteCapacityUnits": 0
-          },
-          "TableArn": "arn:<partition>:dynamodb:<region>:111111111111:table/<table-name:1>",
-          "TableId": "<uuid:1>",
-          "TableName": "<table-name:1>",
-          "TableSizeBytes": 0,
-          "TableStatus": "ACTIVE"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_dynamodb.py::test_ttl_cdk": {
-    "recorded-date": "14-02-2024, 13:29:07",
-    "recorded-content": {
-      "table": {
-        "TimeToLiveDescription": {
-          "AttributeName": "expire_at",
-          "TimeToLiveStatus": "ENABLED"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_dynamodb.py::test_table_with_ttl_and_sse": {
-    "recorded-date": "12-03-2024, 15:42:18",
-    "recorded-content": {
-      "table_description": {
-        "Table": {
-          "AttributeDefinitions": [
-            {
-              "AttributeName": "pk",
-              "AttributeType": "S"
-            },
-            {
-              "AttributeName": "sk",
-              "AttributeType": "S"
-            }
-          ],
-          "CreationDateTime": "datetime",
-          "DeletionProtectionEnabled": false,
-          "ItemCount": 0,
-          "KeySchema": [
-            {
-              "AttributeName": "pk",
-              "KeyType": "HASH"
-            },
-            {
-              "AttributeName": "sk",
-              "KeyType": "RANGE"
-            }
-          ],
-          "ProvisionedThroughput": {
-            "NumberOfDecreasesToday": 0,
-            "ReadCapacityUnits": 1,
-            "WriteCapacityUnits": 1
-          },
-          "SSEDescription": {
-            "KMSMasterKeyArn": "<kms-arn:1>",
-            "SSEType": "KMS",
-            "Status": "ENABLED"
-          },
-          "TableArn": "arn:<partition>:dynamodb:<region>:111111111111:table/<table-name:1>",
-          "TableId": "<uuid:1>",
-          "TableName": "<table-name:1>",
-          "TableSizeBytes": 0,
-          "TableStatus": "ACTIVE"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_dynamodb.py::test_global_table_with_ttl_and_sse": {
-    "recorded-date": "12-03-2024, 15:44:36",
-    "recorded-content": {
-      "table_description": {
-        "Table": {
-          "AttributeDefinitions": [
-            {
-              "AttributeName": "gsi1pk",
-              "AttributeType": "S"
-            },
-            {
-              "AttributeName": "gsi1sk",
-              "AttributeType": "S"
-            },
-            {
-              "AttributeName": "pk",
-              "AttributeType": "S"
-            },
-            {
-              "AttributeName": "sk",
-              "AttributeType": "S"
-            }
-          ],
-          "BillingModeSummary": {
-            "BillingMode": "PAY_PER_REQUEST",
-            "LastUpdateToPayPerRequestDateTime": "datetime"
-          },
-          "CreationDateTime": "datetime",
-          "DeletionProtectionEnabled": false,
-          "GlobalSecondaryIndexes": [
-            {
-              "IndexArn": "arn:<partition>:dynamodb:<region>:111111111111:table/<table-name:1>/index/GSI1",
-              "IndexName": "GSI1",
-              "IndexSizeBytes": 0,
-              "IndexStatus": "ACTIVE",
-              "ItemCount": 0,
-              "KeySchema": [
-                {
-                  "AttributeName": "gsi1pk",
-                  "KeyType": "HASH"
-                },
-                {
-                  "AttributeName": "gsi1sk",
-                  "KeyType": "RANGE"
-                }
-              ],
-              "Projection": {
-                "ProjectionType": "ALL"
-              },
-              "ProvisionedThroughput": {
-                "NumberOfDecreasesToday": 0,
-                "ReadCapacityUnits": 0,
-                "WriteCapacityUnits": 0
-              }
-            }
-          ],
-          "ItemCount": 0,
-          "KeySchema": [
-            {
-              "AttributeName": "pk",
-              "KeyType": "HASH"
-            },
-            {
-              "AttributeName": "sk",
-              "KeyType": "RANGE"
-            }
-          ],
-          "ProvisionedThroughput": {
-            "NumberOfDecreasesToday": 0,
-            "ReadCapacityUnits": 0,
-            "WriteCapacityUnits": 0
-          },
-          "SSEDescription": {
-            "KMSMasterKeyArn": "<kms-arn:1>",
-            "SSEType": "KMS",
-            "Status": "ENABLED"
-          },
-          "TableArn": "arn:<partition>:dynamodb:<region>:111111111111:table/<table-name:1>",
-          "TableClassSummary": {
-            "TableClass": "STANDARD"
-          },
-          "TableId": "<uuid:1>",
-          "TableName": "<table-name:1>",
-          "TableSizeBytes": 0,
-          "TableStatus": "ACTIVE"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_dynamodb.validation.json b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_dynamodb.validation.json
deleted file mode 100644
index a93ac64a42317..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_dynamodb.validation.json
+++ /dev/null
@@ -1,23 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_dynamodb.py::test_billing_mode_as_conditional[PAY_PER_REQUEST]": {
-    "last_validated_date": "2023-08-28T10:35:02+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_dynamodb.py::test_billing_mode_as_conditional[PROVISIONED]": {
-    "last_validated_date": "2023-08-28T10:34:41+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_dynamodb.py::test_default_name_for_table": {
-    "last_validated_date": "2023-08-28T10:34:19+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_dynamodb.py::test_global_table": {
-    "last_validated_date": "2023-12-01T11:54:13+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_dynamodb.py::test_global_table_with_ttl_and_sse": {
-    "last_validated_date": "2024-03-12T15:44:36+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_dynamodb.py::test_table_with_ttl_and_sse": {
-    "last_validated_date": "2024-03-12T15:42:18+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_dynamodb.py::test_ttl_cdk": {
-    "last_validated_date": "2024-02-14T13:29:07+00:00"
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_ec2.py b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_ec2.py
deleted file mode 100644
index 8cecb1c3627a0..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_ec2.py
+++ /dev/null
@@ -1,375 +0,0 @@
-import os
-
-import pytest
-from localstack_snapshot.snapshots.transformer import SortingTransformer
-
-from localstack.services.cloudformation.v2.utils import is_v2_engine
-from localstack.testing.aws.util import is_aws_cloud
-from localstack.testing.pytest import markers
-from localstack.utils.strings import short_uid
-
-pytestmark = pytest.mark.skipif(
-    condition=not is_v2_engine() and not is_aws_cloud(),
-    reason="Only targeting the new engine",
-)
-
-THIS_FOLDER = os.path.dirname(__file__)
-
-
-@markers.aws.validated
-@markers.snapshot.skip_snapshot_verify(paths=["$..PropagatingVgws"])
-def test_simple_route_table_creation_without_vpc(deploy_cfn_template, aws_client, snapshot):
-    ec2 = aws_client.ec2
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            THIS_FOLDER, "../../../../../templates/ec2_route_table_isolated.yaml"
-        ),
-    )
-
-    route_table_id = stack.outputs["RouteTableId"]
-    route_table = ec2.describe_route_tables(RouteTableIds=[route_table_id])["RouteTables"][0]
-
-    tags = route_table.pop("Tags")
-    tags_dict = {tag["Key"]: tag["Value"] for tag in tags if "aws:cloudformation" not in tag["Key"]}
-    snapshot.match("tags", tags_dict)
-
-    snapshot.match("route_table", route_table)
-    snapshot.add_transformer(snapshot.transform.key_value("VpcId", "vpc-id"))
-    snapshot.add_transformer(snapshot.transform.key_value("RouteTableId", "vpc-id"))
-
-    stack.destroy()
-    with pytest.raises(ec2.exceptions.ClientError):
-        ec2.describe_route_tables(RouteTableIds=[route_table_id])
-
-
-@markers.aws.validated
-@markers.snapshot.skip_snapshot_verify(paths=["$..PropagatingVgws"])
-def test_simple_route_table_creation(deploy_cfn_template, aws_client, snapshot):
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            THIS_FOLDER, "../../../../../templates/ec2_route_table_simple.yaml"
-        )
-    )
-
-    route_table_id = stack.outputs["RouteTableId"]
-    ec2 = aws_client.ec2
-    route_table = ec2.describe_route_tables(RouteTableIds=[route_table_id])["RouteTables"][0]
-
-    tags = route_table.pop("Tags")
-    tags_dict = {tag["Key"]: tag["Value"] for tag in tags if "aws:cloudformation" not in tag["Key"]}
-    snapshot.match("tags", tags_dict)
-
-    snapshot.match("route_table", route_table)
-    snapshot.add_transformer(snapshot.transform.key_value("VpcId", "vpc-id"))
-    snapshot.add_transformer(snapshot.transform.key_value("RouteTableId", "vpc-id"))
-
-    stack.destroy()
-    with pytest.raises(ec2.exceptions.ClientError):
-        ec2.describe_route_tables(RouteTableIds=[route_table_id])
-
-
-@pytest.mark.skip(reason="CFNV2:Other")
-@markers.aws.validated
-def test_vpc_creates_default_sg(deploy_cfn_template, aws_client):
-    result = deploy_cfn_template(
-        template_path=os.path.join(THIS_FOLDER, "../../../../../templates/ec2_vpc_default_sg.yaml")
-    )
-
-    vpc_id = result.outputs.get("VpcId")
-    default_sg = result.outputs.get("VpcDefaultSG")
-    default_acl = result.outputs.get("VpcDefaultAcl")
-
-    assert vpc_id
-    assert default_sg
-    assert default_acl
-
-    security_groups = aws_client.ec2.describe_security_groups(GroupIds=[default_sg])[
-        "SecurityGroups"
-    ]
-    assert security_groups[0]["VpcId"] == vpc_id
-
-    acls = aws_client.ec2.describe_network_acls(NetworkAclIds=[default_acl])["NetworkAcls"]
-    assert acls[0]["VpcId"] == vpc_id
-
-
-@pytest.mark.skip(reason="CFNV2:Other")
-@markers.aws.validated
-def test_cfn_with_multiple_route_tables(deploy_cfn_template, aws_client):
-    result = deploy_cfn_template(
-        template_path=os.path.join(THIS_FOLDER, "../../../../../templates/template36.yaml"),
-        max_wait=180,
-    )
-    vpc_id = result.outputs["VPC"]
-
-    resp = aws_client.ec2.describe_route_tables(Filters=[{"Name": "vpc-id", "Values": [vpc_id]}])
-
-    # 4 route tables being created (validated against AWS): 3 in template + 1 default = 4
-    assert len(resp["RouteTables"]) == 4
-
-
-@markers.aws.validated
-@markers.snapshot.skip_snapshot_verify(
-    paths=["$..PropagatingVgws", "$..Tags", "$..Tags..Key", "$..Tags..Value"]
-)
-def test_cfn_with_multiple_route_table_associations(deploy_cfn_template, aws_client, snapshot):
-    # TODO: stack does not deploy to AWS
-    stack = deploy_cfn_template(
-        template_path=os.path.join(THIS_FOLDER, "../../../../../templates/template37.yaml")
-    )
-    route_table_id = stack.outputs["RouteTable"]
-    route_table = aws_client.ec2.describe_route_tables(
-        Filters=[{"Name": "route-table-id", "Values": [route_table_id]}]
-    )["RouteTables"][0]
-
-    snapshot.match("route_table", route_table)
-    snapshot.add_transformer(snapshot.transform.key_value("RouteTableId"))
-    snapshot.add_transformer(snapshot.transform.key_value("RouteTableAssociationId"))
-    snapshot.add_transformer(snapshot.transform.key_value("SubnetId"))
-    snapshot.add_transformer(snapshot.transform.key_value("VpcId"))
-
-
-@markers.aws.validated
-@markers.snapshot.skip_snapshot_verify(paths=["$..DriftInformation", "$..Metadata"])
-def test_internet_gateway_ref_and_attr(deploy_cfn_template, snapshot, aws_client):
-    stack = deploy_cfn_template(
-        template_path=os.path.join(THIS_FOLDER, "../../../../../templates/internet_gateway.yml")
-    )
-
-    response = aws_client.cloudformation.describe_stack_resource(
-        StackName=stack.stack_name, LogicalResourceId="Gateway"
-    )
-
-    snapshot.add_transformer(snapshot.transform.key_value("RefAttachment", "internet-gateway-ref"))
-    snapshot.add_transformer(snapshot.transform.cloudformation_api())
-
-    snapshot.match("outputs", stack.outputs)
-    snapshot.match("description", response["StackResourceDetail"])
-
-
-@markers.aws.validated
-@markers.snapshot.skip_snapshot_verify(paths=["$..Tags", "$..OwnerId"])
-def test_dhcp_options(aws_client, deploy_cfn_template, snapshot):
-    stack = deploy_cfn_template(
-        template_path=os.path.join(THIS_FOLDER, "../../../../../templates/dhcp_options.yml")
-    )
-
-    response = aws_client.ec2.describe_dhcp_options(
-        DhcpOptionsIds=[stack.outputs["RefDhcpOptions"]]
-    )
-    snapshot.add_transformer(snapshot.transform.key_value("DhcpOptionsId", "dhcp-options-id"))
-    snapshot.add_transformer(SortingTransformer("DhcpConfigurations", lambda x: x["Key"]))
-    snapshot.match("description", response["DhcpOptions"][0])
-
-
-@markers.aws.validated
-@markers.snapshot.skip_snapshot_verify(
-    paths=[
-        "$..Tags",
-        "$..Options.AssociationDefaultRouteTableId",
-        "$..Options.PropagationDefaultRouteTableId",
-        "$..Options.TransitGatewayCidrBlocks",  # an empty list returned by Moto but not by AWS
-        "$..Options.SecurityGroupReferencingSupport",  # not supported by Moto
-    ]
-)
-def test_transit_gateway_attachment(deploy_cfn_template, aws_client, snapshot):
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            THIS_FOLDER, "../../../../../templates/transit_gateway_attachment.yml"
-        )
-    )
-
-    gateway_description = aws_client.ec2.describe_transit_gateways(
-        TransitGatewayIds=[stack.outputs["TransitGateway"]]
-    )
-    attachment_description = aws_client.ec2.describe_transit_gateway_attachments(
-        TransitGatewayAttachmentIds=[stack.outputs["Attachment"]]
-    )
-
-    snapshot.add_transformer(snapshot.transform.key_value("TransitGatewayRouteTableId"))
-    snapshot.add_transformer(snapshot.transform.key_value("AssociationDefaultRouteTableId"))
-    snapshot.add_transformer(snapshot.transform.key_value("PropagatioDefaultRouteTableId"))
-    snapshot.add_transformer(snapshot.transform.key_value("ResourceId"))
-    snapshot.add_transformer(snapshot.transform.key_value("TransitGatewayAttachmentId"))
-    snapshot.add_transformer(snapshot.transform.key_value("TransitGatewayId"))
-
-    snapshot.match("attachment", attachment_description["TransitGatewayAttachments"][0])
-    snapshot.match("gateway", gateway_description["TransitGateways"][0])
-
-    stack.destroy()
-
-    descriptions = aws_client.ec2.describe_transit_gateways(
-        TransitGatewayIds=[stack.outputs["TransitGateway"]]
-    )
-    if is_aws_cloud():
-        # aws changes the state to deleted
-        descriptions = descriptions["TransitGateways"][0]
-        assert descriptions["State"] == "deleted"
-    else:
-        # moto directly deletes the transit gateway
-        transit_gateways_ids = [
-            tgateway["TransitGatewayId"] for tgateway in descriptions["TransitGateways"]
-        ]
-        assert stack.outputs["TransitGateway"] not in transit_gateways_ids
-
-    attachment_description = aws_client.ec2.describe_transit_gateway_attachments(
-        TransitGatewayAttachmentIds=[stack.outputs["Attachment"]]
-    )["TransitGatewayAttachments"]
-    assert attachment_description[0]["State"] == "deleted"
-
-
-@markers.aws.validated
-@markers.snapshot.skip_snapshot_verify(
-    paths=["$..RouteTables..PropagatingVgws", "$..RouteTables..Tags"]
-)
-def test_vpc_with_route_table(deploy_cfn_template, aws_client, snapshot):
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/template33.yaml"
-        )
-    )
-
-    route_id = stack.outputs["RouteTableId"]
-    response = aws_client.ec2.describe_route_tables(RouteTableIds=[route_id])
-
-    # Convert tags to dictionary for easier comparison
-    response["RouteTables"][0]["Tags"] = {
-        tag["Key"]: tag["Value"] for tag in response["RouteTables"][0]["Tags"]
-    }
-
-    snapshot.match("route_table", response)
-
-    snapshot.add_transformer(snapshot.transform.regex(stack.stack_id, "<stack_id>"))
-    snapshot.add_transformer(snapshot.transform.regex(stack.stack_name, "<stack_name>"))
-    snapshot.add_transformer(snapshot.transform.key_value("RouteTableId"))
-    snapshot.add_transformer(snapshot.transform.key_value("VpcId"))
-
-    stack.destroy()
-
-    with pytest.raises(aws_client.ec2.exceptions.ClientError):
-        aws_client.ec2.describe_route_tables(RouteTableIds=[route_id])
-
-
-@pytest.mark.skip(reason="update doesn't change value for instancetype")
-@markers.aws.validated
-def test_cfn_update_ec2_instance_type(deploy_cfn_template, aws_client, cleanups):
-    if aws_client.cloudformation.meta.region_name not in [
-        "ap-northeast-1",
-        "eu-central-1",
-        "eu-south-1",
-        "eu-west-1",
-        "eu-west-2",
-        "us-east-1",
-    ]:
-        pytest.skip()
-
-    key_name = f"testkey-{short_uid()}"
-    aws_client.ec2.create_key_pair(KeyName=key_name)
-    cleanups.append(lambda: aws_client.ec2.delete_key_pair(KeyName=key_name))
-
-    # get alpine image id
-    if is_aws_cloud():
-        images = aws_client.ec2.describe_images(
-            Filters=[
-                {"Name": "name", "Values": ["alpine-3.19.0-x86_64-bios-*"]},
-                {"Name": "state", "Values": ["available"]},
-            ]
-        )["Images"]
-        image_id = images[0]["ImageId"]
-    else:
-        image_id = "ami-0a63f96a6a8d4d2c5"
-
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/ec2_instance.yml"
-        ),
-        parameters={"KeyName": key_name, "InstanceType": "t2.nano", "ImageId": image_id},
-    )
-
-    instance_id = stack.outputs["InstanceId"]
-    instance = aws_client.ec2.describe_instances(InstanceIds=[instance_id])["Reservations"][0][
-        "Instances"
-    ][0]
-    assert instance["InstanceType"] == "t2.nano"
-
-    deploy_cfn_template(
-        stack_name=stack.stack_name,
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/ec2_instance.yml"
-        ),
-        parameters={"KeyName": key_name, "InstanceType": "t2.medium", "ImageId": image_id},
-        is_update=True,
-    )
-
-    instance = aws_client.ec2.describe_instances(InstanceIds=[instance_id])["Reservations"][0][
-        "Instances"
-    ][0]
-    assert instance["InstanceType"] == "t2.medium"
-
-
-@markers.aws.validated
-def test_ec2_security_group_id_with_vpc(deploy_cfn_template, snapshot, aws_client):
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/ec2_vpc_securitygroup.yml"
-        ),
-    )
-
-    ec2_client = aws_client.ec2
-    with_vpcid_sg_group_id = ec2_client.describe_security_groups(
-        Filters=[
-            {
-                "Name": "group-id",
-                "Values": [stack.outputs["SGWithVpcIdGroupId"]],
-            },
-        ]
-    )["SecurityGroups"][0]
-    without_vpcid_sg_group_id = ec2_client.describe_security_groups(
-        Filters=[
-            {
-                "Name": "group-id",
-                "Values": [stack.outputs["SGWithoutVpcIdGroupId"]],
-            },
-        ]
-    )["SecurityGroups"][0]
-
-    snapshot.add_transformer(
-        snapshot.transform.regex(with_vpcid_sg_group_id["GroupId"], "<with-vpcid-group-id>")
-    )
-    snapshot.add_transformer(
-        snapshot.transform.regex(without_vpcid_sg_group_id["GroupId"], "<without-vpcid-group-id>")
-    )
-    snapshot.add_transformer(
-        snapshot.transform.regex(
-            without_vpcid_sg_group_id["GroupName"], "<without-vpcid-group-name>"
-        )
-    )
-    snapshot.match("references", stack.outputs)
-
-
-@markers.aws.validated
-@markers.snapshot.skip_snapshot_verify(
-    paths=[
-        # fingerprint algorithm is different but presence is ensured by CFn output implementation
-        "$..ImportedKeyPairFingerprint",
-    ],
-)
-def test_keypair_create_import(deploy_cfn_template, snapshot, aws_client):
-    imported_key_name = f"imported-key-{short_uid()}"
-    snapshot.add_transformer(snapshot.transform.regex(imported_key_name, "<imported-key-name>"))
-    generated_key_name = f"generated-key-{short_uid()}"
-    snapshot.add_transformer(snapshot.transform.regex(generated_key_name, "<generated-key-name>"))
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/ec2_import_keypair.yaml"
-        ),
-        parameters={"ImportedKeyName": imported_key_name, "GeneratedKeyName": generated_key_name},
-    )
-
-    outputs = stack.outputs
-    # for the generated key pair, use the EC2 API to get the fingerprint and snapshot the value
-    key_res = aws_client.ec2.describe_key_pairs(KeyNames=[outputs["GeneratedKeyPairName"]])[
-        "KeyPairs"
-    ][0]
-    snapshot.add_transformer(snapshot.transform.regex(key_res["KeyFingerprint"], "<fingerprint>"))
-
-    snapshot.match("outputs", outputs)
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_ec2.snapshot.json b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_ec2.snapshot.json
deleted file mode 100644
index 4b71ac67803dc..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_ec2.snapshot.json
+++ /dev/null
@@ -1,303 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_ec2.py::test_internet_gateway_ref_and_attr": {
-    "recorded-date": "13-02-2023, 17:13:41",
-    "recorded-content": {
-      "outputs": {
-        "IdAttachment": "<internet-gateway-ref:1>",
-        "RefAttachment": "<internet-gateway-ref:1>"
-      },
-      "description": {
-        "DriftInformation": {
-          "StackResourceDriftStatus": "NOT_CHECKED"
-        },
-        "LastUpdatedTimestamp": "timestamp",
-        "LogicalResourceId": "Gateway",
-        "Metadata": {},
-        "PhysicalResourceId": "<internet-gateway-ref:1>",
-        "ResourceStatus": "CREATE_COMPLETE",
-        "ResourceType": "AWS::EC2::InternetGateway",
-        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-        "StackName": "<stack-name:1>"
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_ec2.py::test_dhcp_options": {
-    "recorded-date": "19-10-2023, 14:51:28",
-    "recorded-content": {
-      "description": {
-        "DhcpConfigurations": [
-          {
-            "Key": "domain-name",
-            "Values": [
-              {
-                "Value": "example.com"
-              }
-            ]
-          },
-          {
-            "Key": "domain-name-servers",
-            "Values": [
-              {
-                "Value": "AmazonProvidedDNS"
-              }
-            ]
-          },
-          {
-            "Key": "netbios-name-servers",
-            "Values": [
-              {
-                "Value": "10.2.5.1"
-              }
-            ]
-          },
-          {
-            "Key": "netbios-node-type",
-            "Values": [
-              {
-                "Value": "2"
-              }
-            ]
-          },
-          {
-            "Key": "ntp-servers",
-            "Values": [
-              {
-                "Value": "10.2.5.1"
-              }
-            ]
-          }
-        ],
-        "DhcpOptionsId": "<dhcp-options-id:1>",
-        "OwnerId": "111111111111",
-        "Tags": [
-          {
-            "Key": "project",
-            "Value": "123"
-          },
-          {
-            "Key": "aws:cloudformation:logical-id",
-            "Value": "myDhcpOptions"
-          },
-          {
-            "Key": "aws:cloudformation:stack-name",
-            "Value": "stack-698b113f"
-          },
-          {
-            "Key": "aws:cloudformation:stack-id",
-            "Value": "arn:<partition>:cloudformation:<region>:111111111111:stack/stack-698b113f/d892a0f0-6eb8-11ee-ab19-0a5372e03565"
-          }
-        ]
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_ec2.py::test_transit_gateway_attachment": {
-    "recorded-date": "08-04-2025, 10:51:02",
-    "recorded-content": {
-      "attachment": {
-        "Association": {
-          "State": "associated",
-          "TransitGatewayRouteTableId": "<transit-gateway-route-table-id:1>"
-        },
-        "CreationTime": "datetime",
-        "ResourceId": "<resource-id:1>",
-        "ResourceOwnerId": "111111111111",
-        "ResourceType": "vpc",
-        "State": "available",
-        "Tags": [
-          {
-            "Key": "Name",
-            "Value": "example-tag"
-          }
-        ],
-        "TransitGatewayAttachmentId": "<transit-gateway-attachment-id:1>",
-        "TransitGatewayId": "<transit-gateway-id:1>",
-        "TransitGatewayOwnerId": "111111111111"
-      },
-      "gateway": {
-        "CreationTime": "datetime",
-        "Description": "TGW Route Integration Test",
-        "Options": {
-          "AmazonSideAsn": 65000,
-          "AssociationDefaultRouteTableId": "<transit-gateway-route-table-id:1>",
-          "AutoAcceptSharedAttachments": "disable",
-          "DefaultRouteTableAssociation": "enable",
-          "DefaultRouteTablePropagation": "enable",
-          "DnsSupport": "enable",
-          "MulticastSupport": "disable",
-          "PropagationDefaultRouteTableId": "<transit-gateway-route-table-id:1>",
-          "SecurityGroupReferencingSupport": "disable",
-          "VpnEcmpSupport": "enable"
-        },
-        "OwnerId": "111111111111",
-        "State": "available",
-        "Tags": [
-          {
-            "Key": "Application",
-            "Value": "arn:<partition>:cloudformation:<region>:111111111111:stack/stack-31597705/521e4e40-ecce-11ee-806c-0affc1ff51e7"
-          }
-        ],
-        "TransitGatewayArn": "arn:<partition>:ec2:<region>:111111111111:transit-gateway/<transit-gateway-id:1>",
-        "TransitGatewayId": "<transit-gateway-id:1>"
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_ec2.py::test_vpc_with_route_table": {
-    "recorded-date": "19-06-2024, 16:48:31",
-    "recorded-content": {
-      "route_table": {
-        "RouteTables": [
-          {
-            "Associations": [],
-            "OwnerId": "111111111111",
-            "PropagatingVgws": [],
-            "RouteTableId": "<route-table-id:1>",
-            "Routes": [
-              {
-                "DestinationCidrBlock": "100.0.0.0/20",
-                "GatewayId": "local",
-                "Origin": "CreateRouteTable",
-                "State": "active"
-              }
-            ],
-            "Tags": {
-              "aws:cloudformation:logical-id": "RouteTable",
-              "aws:cloudformation:stack-id": "<stack_id>",
-              "aws:cloudformation:stack-name": "<stack_name>",
-              "env": "production"
-            },
-            "VpcId": "<vpc-id:1>"
-          }
-        ],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_ec2.py::test_simple_route_table_creation_without_vpc": {
-    "recorded-date": "01-07-2024, 20:10:52",
-    "recorded-content": {
-      "tags": {
-        "Name": "Suspicious Route Table"
-      },
-      "route_table": {
-        "Associations": [],
-        "OwnerId": "111111111111",
-        "PropagatingVgws": [],
-        "RouteTableId": "<vpc-id:2>",
-        "Routes": [
-          {
-            "DestinationCidrBlock": "10.0.0.0/16",
-            "GatewayId": "local",
-            "Origin": "CreateRouteTable",
-            "State": "active"
-          }
-        ],
-        "VpcId": "<vpc-id:1>"
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_ec2.py::test_simple_route_table_creation": {
-    "recorded-date": "01-07-2024, 20:13:48",
-    "recorded-content": {
-      "tags": {
-        "Name": "Suspicious Route table"
-      },
-      "route_table": {
-        "Associations": [],
-        "OwnerId": "111111111111",
-        "PropagatingVgws": [],
-        "RouteTableId": "<vpc-id:2>",
-        "Routes": [
-          {
-            "DestinationCidrBlock": "10.0.0.0/16",
-            "GatewayId": "local",
-            "Origin": "CreateRouteTable",
-            "State": "active"
-          }
-        ],
-        "VpcId": "<vpc-id:1>"
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_ec2.py::test_cfn_with_multiple_route_table_associations": {
-    "recorded-date": "02-07-2024, 15:29:41",
-    "recorded-content": {
-      "route_table": {
-        "Associations": [
-          {
-            "AssociationState": {
-              "State": "associated"
-            },
-            "Main": false,
-            "RouteTableAssociationId": "<route-table-association-id:1>",
-            "RouteTableId": "<route-table-id:1>",
-            "SubnetId": "<subnet-id:1>"
-          },
-          {
-            "AssociationState": {
-              "State": "associated"
-            },
-            "Main": false,
-            "RouteTableAssociationId": "<route-table-association-id:2>",
-            "RouteTableId": "<route-table-id:1>",
-            "SubnetId": "<subnet-id:2>"
-          }
-        ],
-        "OwnerId": "111111111111",
-        "PropagatingVgws": [],
-        "RouteTableId": "<route-table-id:1>",
-        "Routes": [
-          {
-            "DestinationCidrBlock": "100.0.0.0/20",
-            "GatewayId": "local",
-            "Origin": "CreateRouteTable",
-            "State": "active"
-          }
-        ],
-        "Tags": [
-          {
-            "Key": "aws:cloudformation:stack-id",
-            "Value": "arn:<partition>:cloudformation:<region>:111111111111:stack/stack-2264231d/d12f4090-3887-11ef-ba9f-0e78e2279133"
-          },
-          {
-            "Key": "aws:cloudformation:logical-id",
-            "Value": "RouteTable"
-          },
-          {
-            "Key": "aws:cloudformation:stack-name",
-            "Value": "stack-2264231d"
-          },
-          {
-            "Key": "env",
-            "Value": "production"
-          }
-        ],
-        "VpcId": "<vpc-id:1>"
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_ec2.py::test_ec2_security_group_id_with_vpc": {
-    "recorded-date": "19-07-2024, 15:53:16",
-    "recorded-content": {
-      "references": {
-        "SGWithVpcIdGroupId": "<with-vpcid-group-id>",
-        "SGWithVpcIdRef": "<with-vpcid-group-id>",
-        "SGWithoutVpcIdGroupId": "<without-vpcid-group-id>",
-        "SGWithoutVpcIdRef": "<without-vpcid-group-name>"
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_ec2.py::test_keypair_create_import": {
-    "recorded-date": "12-08-2024, 21:51:36",
-    "recorded-content": {
-      "outputs": {
-        "GeneratedKeyPairFingerprint": "<fingerprint>",
-        "GeneratedKeyPairName": "<generated-key-name>",
-        "ImportedKeyPairFingerprint": "4LmcYnyBOqlloHZ5TKAxfa8BgMK2wL6WeOOTvXVdhmw=",
-        "ImportedKeyPairName": "<imported-key-name>"
-      }
-    }
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_ec2.validation.json b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_ec2.validation.json
deleted file mode 100644
index 9c06cf509f1a5..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_ec2.validation.json
+++ /dev/null
@@ -1,35 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_ec2.py::test_cfn_update_ec2_instance_type": {
-    "last_validated_date": "2024-06-19T19:56:42+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_ec2.py::test_cfn_with_multiple_route_table_associations": {
-    "last_validated_date": "2024-07-02T15:29:41+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_ec2.py::test_dhcp_options": {
-    "last_validated_date": "2023-10-19T12:51:28+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_ec2.py::test_ec2_security_group_id_with_vpc": {
-    "last_validated_date": "2024-07-19T15:53:16+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_ec2.py::test_internet_gateway_ref_and_attr": {
-    "last_validated_date": "2023-02-13T16:13:41+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_ec2.py::test_keypair_create_import": {
-    "last_validated_date": "2024-08-12T21:51:36+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_ec2.py::test_simple_route_table_creation": {
-    "last_validated_date": "2024-07-01T20:13:48+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_ec2.py::test_simple_route_table_creation_without_vpc": {
-    "last_validated_date": "2024-07-01T20:10:52+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_ec2.py::test_transit_gateway_attachment": {
-    "last_validated_date": "2025-04-08T10:51:02+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_ec2.py::test_vpc_creates_default_sg": {
-    "last_validated_date": "2024-04-01T11:21:54+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_ec2.py::test_vpc_with_route_table": {
-    "last_validated_date": "2024-06-19T16:48:31+00:00"
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_elasticsearch.py b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_elasticsearch.py
deleted file mode 100644
index a3619407f9ea5..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_elasticsearch.py
+++ /dev/null
@@ -1,54 +0,0 @@
-import os
-
-import pytest
-
-from localstack.services.cloudformation.v2.utils import is_v2_engine
-from localstack.testing.aws.util import is_aws_cloud
-from localstack.testing.pytest import markers
-from localstack.utils.strings import short_uid
-
-pytestmark = pytest.mark.skipif(
-    condition=not is_v2_engine() and not is_aws_cloud(),
-    reason="Only targeting the new engine",
-)
-
-
-@markers.skip_offline
-@markers.aws.validated
-@markers.snapshot.skip_snapshot_verify(
-    paths=[
-        "$..DomainStatus.AdvancedSecurityOptions.AnonymousAuthEnabled",
-        "$..DomainStatus.AutoTuneOptions.State",
-        "$..DomainStatus.ChangeProgressDetails",
-        "$..DomainStatus.DomainProcessingStatus",
-        "$..DomainStatus.EBSOptions.VolumeSize",
-        "$..DomainStatus.ElasticsearchClusterConfig.DedicatedMasterCount",
-        "$..DomainStatus.ElasticsearchClusterConfig.InstanceCount",
-        "$..DomainStatus.ElasticsearchClusterConfig.ZoneAwarenessConfig",
-        "$..DomainStatus.ElasticsearchClusterConfig.ZoneAwarenessEnabled",
-        "$..DomainStatus.Endpoint",
-        "$..DomainStatus.ModifyingProperties",
-        "$..DomainStatus.Processing",
-        "$..DomainStatus.ServiceSoftwareOptions.CurrentVersion",
-    ]
-)
-def test_cfn_handle_elasticsearch_domain(deploy_cfn_template, aws_client, snapshot):
-    domain_name = f"es-{short_uid()}"
-    template_path = os.path.join(
-        os.path.dirname(__file__), "../../../../../templates/elasticsearch_domain.yml"
-    )
-
-    deploy_cfn_template(template_path=template_path, parameters={"DomainName": domain_name})
-
-    rs = aws_client.es.describe_elasticsearch_domain(DomainName=domain_name)
-    status = rs["DomainStatus"]
-    snapshot.match("domain", rs)
-
-    tags = aws_client.es.list_tags(ARN=status["ARN"])["TagList"]
-    snapshot.match("tags", tags)
-
-    snapshot.add_transformer(snapshot.transform.key_value("DomainName"))
-    snapshot.add_transformer(snapshot.transform.key_value("Endpoint"))
-    snapshot.add_transformer(snapshot.transform.key_value("TLSSecurityPolicy"))
-    snapshot.add_transformer(snapshot.transform.key_value("CurrentVersion"))
-    snapshot.add_transformer(snapshot.transform.key_value("Description"))
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_elasticsearch.snapshot.json b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_elasticsearch.snapshot.json
deleted file mode 100644
index 427b5a9768e3c..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_elasticsearch.snapshot.json
+++ /dev/null
@@ -1,312 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_elasticsearch.py::test_cfn_handle_elasticsearch_domain": {
-    "recorded-date": "02-07-2024, 17:30:21",
-    "recorded-content": {
-      "domain": {
-        "DomainStatus": {
-          "ARN": "arn:<partition>:es:<region>:111111111111:domain/<domain-name:1>",
-          "AccessPolicies": "",
-          "AdvancedOptions": {
-            "override_main_response_version": "false",
-            "rest.action.multi.allow_explicit_index": "true"
-          },
-          "AdvancedSecurityOptions": {
-            "AnonymousAuthEnabled": false,
-            "Enabled": false,
-            "InternalUserDatabaseEnabled": false
-          },
-          "AutoTuneOptions": {
-            "State": "ENABLED"
-          },
-          "ChangeProgressDetails": {
-            "ChangeId": "<uuid:1>",
-            "ConfigChangeStatus": "ApplyingChanges",
-            "InitiatedBy": "CUSTOMER",
-            "LastUpdatedTime": "datetime",
-            "StartTime": "datetime"
-          },
-          "CognitoOptions": {
-            "Enabled": false
-          },
-          "Created": true,
-          "Deleted": false,
-          "DomainEndpointOptions": {
-            "CustomEndpointEnabled": false,
-            "EnforceHTTPS": false,
-            "TLSSecurityPolicy": "<t-l-s-security-policy:1>"
-          },
-          "DomainId": "111111111111/<domain-name:1>",
-          "DomainName": "<domain-name:1>",
-          "DomainProcessingStatus": "Creating",
-          "EBSOptions": {
-            "EBSEnabled": true,
-            "Iops": 0,
-            "VolumeSize": 20,
-            "VolumeType": "gp2"
-          },
-          "ElasticsearchClusterConfig": {
-            "ColdStorageOptions": {
-              "Enabled": false
-            },
-            "DedicatedMasterCount": 3,
-            "DedicatedMasterEnabled": true,
-            "DedicatedMasterType": "m3.medium.elasticsearch",
-            "InstanceCount": 2,
-            "InstanceType": "m3.medium.elasticsearch",
-            "WarmEnabled": false,
-            "ZoneAwarenessConfig": {
-              "AvailabilityZoneCount": 2
-            },
-            "ZoneAwarenessEnabled": true
-          },
-          "ElasticsearchVersion": "7.10",
-          "EncryptionAtRestOptions": {
-            "Enabled": false
-          },
-          "Endpoint": "search-<domain-name:1>-4kyrgtn4a3gwrja6k4o7nvcrha.<region>.es.amazonaws.com",
-          "ModifyingProperties": [
-            {
-              "ActiveValue": "",
-              "Name": "AdvancedOptions",
-              "PendingValue": {
-                "override_main_response_version": "false",
-                "rest.action.multi.allow_explicit_index": "true"
-              },
-              "ValueType": "STRINGIFIED_JSON"
-            },
-            {
-              "ActiveValue": "",
-              "Name": "AdvancedSecurityOptions.AnonymousAuthDisableDate",
-              "PendingValue": "false",
-              "ValueType": "PLAIN_TEXT"
-            },
-            {
-              "ActiveValue": "",
-              "Name": "AdvancedSecurityOptions.AnonymousAuthEnabled",
-              "PendingValue": "false",
-              "ValueType": "PLAIN_TEXT"
-            },
-            {
-              "ActiveValue": "",
-              "Name": "AdvancedSecurityOptions.InternalUserDatabaseEnabled",
-              "PendingValue": "false",
-              "ValueType": "PLAIN_TEXT"
-            },
-            {
-              "ActiveValue": "",
-              "Name": "AdvancedSecurityOptions.JWTOptions",
-              "PendingValue": "false",
-              "ValueType": "PLAIN_TEXT"
-            },
-            {
-              "ActiveValue": "",
-              "Name": "AdvancedSecurityOptions.MasterUserOptions",
-              "PendingValue": "false",
-              "ValueType": "PLAIN_TEXT"
-            },
-            {
-              "ActiveValue": "",
-              "Name": "AdvancedSecurityOptions.SAMLOptions",
-              "PendingValue": "false",
-              "ValueType": "PLAIN_TEXT"
-            },
-            {
-              "ActiveValue": "",
-              "Name": "ElasticsearchClusterConfig.ColdStorageOptions",
-              "PendingValue": {
-                "Enabled": false
-              },
-              "ValueType": "STRINGIFIED_JSON"
-            },
-            {
-              "ActiveValue": "",
-              "Name": "ElasticsearchClusterConfig.DedicatedMasterCount",
-              "PendingValue": "3",
-              "ValueType": "PLAIN_TEXT"
-            },
-            {
-              "ActiveValue": "",
-              "Name": "ElasticsearchClusterConfig.DedicatedMasterEnabled",
-              "PendingValue": "true",
-              "ValueType": "PLAIN_TEXT"
-            },
-            {
-              "ActiveValue": "",
-              "Name": "ElasticsearchClusterConfig.DedicatedMasterType",
-              "PendingValue": "m3.medium.elasticsearch",
-              "ValueType": "PLAIN_TEXT"
-            },
-            {
-              "ActiveValue": "",
-              "Name": "ElasticsearchClusterConfig.InstanceCount",
-              "PendingValue": "2",
-              "ValueType": "PLAIN_TEXT"
-            },
-            {
-              "ActiveValue": "",
-              "Name": "ElasticsearchClusterConfig.InstanceType",
-              "PendingValue": "m3.medium.elasticsearch",
-              "ValueType": "PLAIN_TEXT"
-            },
-            {
-              "ActiveValue": "",
-              "Name": "ElasticsearchClusterConfig.MultiAZWithStandbyEnabled",
-              "PendingValue": "false",
-              "ValueType": "PLAIN_TEXT"
-            },
-            {
-              "ActiveValue": "",
-              "Name": "ElasticsearchClusterConfig.WarmCount",
-              "PendingValue": "",
-              "ValueType": "PLAIN_TEXT"
-            },
-            {
-              "ActiveValue": "",
-              "Name": "ElasticsearchClusterConfig.WarmEnabled",
-              "PendingValue": "false",
-              "ValueType": "PLAIN_TEXT"
-            },
-            {
-              "ActiveValue": "",
-              "Name": "ElasticsearchClusterConfig.WarmStorage",
-              "PendingValue": "",
-              "ValueType": "PLAIN_TEXT"
-            },
-            {
-              "ActiveValue": "",
-              "Name": "ElasticsearchClusterConfig.WarmType",
-              "PendingValue": "",
-              "ValueType": "PLAIN_TEXT"
-            },
-            {
-              "ActiveValue": "",
-              "Name": "ElasticsearchClusterConfig.ZoneAwarenessEnabled",
-              "PendingValue": "true",
-              "ValueType": "PLAIN_TEXT"
-            },
-            {
-              "ActiveValue": "",
-              "Name": "ElasticsearchVersion",
-              "PendingValue": "7.10",
-              "ValueType": "PLAIN_TEXT"
-            },
-            {
-              "ActiveValue": "",
-              "Name": "IPAddressType",
-              "PendingValue": "ipv4",
-              "ValueType": "PLAIN_TEXT"
-            },
-            {
-              "ActiveValue": "",
-              "Name": "TAGS",
-              "PendingValue": {
-                "k1": "v1",
-                "k2": "v2"
-              },
-              "ValueType": "STRINGIFIED_JSON"
-            },
-            {
-              "ActiveValue": "",
-              "Name": "DomainEndpointOptions",
-              "PendingValue": {
-                "CustomEndpointEnabled": false,
-                "EnforceHTTPS": false,
-                "TLSSecurityPolicy": "<t-l-s-security-policy:1>"
-              },
-              "ValueType": "STRINGIFIED_JSON"
-            },
-            {
-              "ActiveValue": "",
-              "Name": "EBSOptions",
-              "PendingValue": {
-                "EBSEnabled": true,
-                "Iops": 0,
-                "VolumeSize": 20,
-                "VolumeType": "gp2"
-              },
-              "ValueType": "STRINGIFIED_JSON"
-            },
-            {
-              "ActiveValue": "",
-              "Name": "EncryptionAtRestOptions",
-              "PendingValue": {
-                "Enabled": false
-              },
-              "ValueType": "STRINGIFIED_JSON"
-            },
-            {
-              "ActiveValue": "",
-              "Name": "NodeToNodeEncryptionOptions",
-              "PendingValue": {
-                "Enabled": false
-              },
-              "ValueType": "STRINGIFIED_JSON"
-            },
-            {
-              "ActiveValue": "",
-              "Name": "OffPeakWindowOptions",
-              "PendingValue": {
-                "Enabled": true,
-                "OffPeakWindow": {
-                  "WindowStartTime": {
-                    "Hours": 2,
-                    "Minutes": 0
-                  }
-                }
-              },
-              "ValueType": "STRINGIFIED_JSON"
-            },
-            {
-              "ActiveValue": "",
-              "Name": "SnapshotOptions",
-              "PendingValue": {
-                "AutomatedSnapshotStartHour": 0
-              },
-              "ValueType": "STRINGIFIED_JSON"
-            },
-            {
-              "ActiveValue": "",
-              "Name": "SoftwareUpdateOptions",
-              "PendingValue": {
-                "AutoSoftwareUpdateEnabled": false
-              },
-              "ValueType": "STRINGIFIED_JSON"
-            }
-          ],
-          "NodeToNodeEncryptionOptions": {
-            "Enabled": false
-          },
-          "Processing": false,
-          "ServiceSoftwareOptions": {
-            "AutomatedUpdateDate": "datetime",
-            "Cancellable": false,
-            "CurrentVersion": "<current-version:1>",
-            "Description": "<description:1>",
-            "NewVersion": "",
-            "OptionalDeployment": true,
-            "UpdateAvailable": false,
-            "UpdateStatus": "COMPLETED"
-          },
-          "SnapshotOptions": {
-            "AutomatedSnapshotStartHour": 0
-          },
-          "UpgradeProcessing": false
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "tags": [
-        {
-          "Key": "k1",
-          "Value": "v1"
-        },
-        {
-          "Key": "k2",
-          "Value": "v2"
-        }
-      ]
-    }
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_elasticsearch.validation.json b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_elasticsearch.validation.json
deleted file mode 100644
index 879e604d1082c..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_elasticsearch.validation.json
+++ /dev/null
@@ -1,5 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_elasticsearch.py::test_cfn_handle_elasticsearch_domain": {
-    "last_validated_date": "2024-07-02T17:30:21+00:00"
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_events.py b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_events.py
deleted file mode 100644
index 571c6cdfb3f74..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_events.py
+++ /dev/null
@@ -1,244 +0,0 @@
-import json
-import logging
-import os
-
-import pytest
-
-from localstack.services.cloudformation.v2.utils import is_v2_engine
-from localstack.testing.aws.util import is_aws_cloud
-from localstack.testing.pytest import markers
-from localstack.utils.strings import short_uid
-from localstack.utils.sync import wait_until
-
-LOG = logging.getLogger(__name__)
-
-pytestmark = pytest.mark.skipif(
-    condition=not is_v2_engine() and not is_aws_cloud(),
-    reason="Only targeting the new engine",
-)
-
-
-@markers.aws.validated
-def test_cfn_event_api_destination_resource(deploy_cfn_template, region_name, aws_client):
-    def _assert(expected_len):
-        rs = aws_client.events.list_event_buses()
-        event_buses = [eb for eb in rs["EventBuses"] if eb["Name"] == "my-test-bus"]
-        assert len(event_buses) == expected_len
-        rs = aws_client.events.list_connections()
-        connections = [con for con in rs["Connections"] if con["Name"] == "my-test-conn"]
-        assert len(connections) == expected_len
-        rs = aws_client.events.list_api_destinations()
-        api_destinations = [
-            ad for ad in rs["ApiDestinations"] if ad["Name"] == "my-test-destination"
-        ]
-        assert len(api_destinations) == expected_len
-
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/events_apidestination.yml"
-        ),
-        parameters={
-            "Region": region_name,
-        },
-    )
-    _assert(1)
-
-    stack.destroy()
-    _assert(0)
-
-
-@markers.aws.validated
-def test_eventbus_policies(deploy_cfn_template, aws_client):
-    event_bus_name = f"event-bus-{short_uid()}"
-
-    stack_response = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/eventbridge_policy.yaml"
-        ),
-        parameters={"EventBusName": event_bus_name},
-    )
-
-    describe_response = aws_client.events.describe_event_bus(Name=event_bus_name)
-    policy = json.loads(describe_response["Policy"])
-    assert len(policy["Statement"]) == 2
-
-    # verify physical resource ID creation
-    pol1_description = aws_client.cloudformation.describe_stack_resource(
-        StackName=stack_response.stack_name, LogicalResourceId="eventPolicy"
-    )
-    pol2_description = aws_client.cloudformation.describe_stack_resource(
-        StackName=stack_response.stack_name, LogicalResourceId="eventPolicy2"
-    )
-    assert (
-        pol1_description["StackResourceDetail"]["PhysicalResourceId"]
-        != pol2_description["StackResourceDetail"]["PhysicalResourceId"]
-    )
-
-    deploy_cfn_template(
-        is_update=True,
-        stack_name=stack_response.stack_name,
-        template_path=os.path.join(
-            os.path.dirname(__file__),
-            "../../../../../templates/eventbridge_policy_singlepolicy.yaml",
-        ),
-        parameters={"EventBusName": event_bus_name},
-    )
-
-    describe_response = aws_client.events.describe_event_bus(Name=event_bus_name)
-    policy = json.loads(describe_response["Policy"])
-    assert len(policy["Statement"]) == 1
-
-
-@markers.aws.validated
-def test_eventbus_policy_statement(deploy_cfn_template, aws_client):
-    event_bus_name = f"event-bus-{short_uid()}"
-    statement_id = f"statement-{short_uid()}"
-
-    deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/eventbridge_policy_statement.yaml"
-        ),
-        parameters={"EventBusName": event_bus_name, "StatementId": statement_id},
-    )
-
-    describe_response = aws_client.events.describe_event_bus(Name=event_bus_name)
-    policy = json.loads(describe_response["Policy"])
-    assert policy["Version"] == "2012-10-17"
-    assert len(policy["Statement"]) == 1
-    statement = policy["Statement"][0]
-    assert statement["Sid"] == statement_id
-    assert statement["Action"] == "events:PutEvents"
-    assert statement["Principal"] == "*"
-    assert statement["Effect"] == "Allow"
-    assert event_bus_name in statement["Resource"]
-
-
-@pytest.mark.skip(reason="CFNV2:Other")
-@markers.aws.validated
-def test_event_rule_to_logs(deploy_cfn_template, aws_client):
-    event_rule_name = f"event-rule-{short_uid()}"
-    log_group_name = f"log-group-{short_uid()}"
-    event_bus_name = f"bus-{short_uid()}"
-    resource_policy_name = f"policy-{short_uid()}"
-
-    deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/events_loggroup.yaml"
-        ),
-        parameters={
-            "EventRuleName": event_rule_name,
-            "LogGroupName": log_group_name,
-            "EventBusName": event_bus_name,
-            "PolicyName": resource_policy_name,
-        },
-    )
-
-    log_groups = aws_client.logs.describe_log_groups(logGroupNamePrefix=log_group_name)["logGroups"]
-    log_group_names = [lg["logGroupName"] for lg in log_groups]
-    assert log_group_name in log_group_names
-
-    message_token = f"test-message-{short_uid()}"
-    resp = aws_client.events.put_events(
-        Entries=[
-            {
-                "Source": "unittest",
-                "Resources": [],
-                "DetailType": "ls-detail-type",
-                "Detail": json.dumps({"messagetoken": message_token}),
-                "EventBusName": event_bus_name,
-            }
-        ]
-    )
-    assert len(resp["Entries"]) == 1
-
-    wait_until(
-        lambda: len(aws_client.logs.describe_log_streams(logGroupName=log_group_name)["logStreams"])
-        > 0,
-        1.0,
-        5,
-        "linear",
-    )
-    log_streams = aws_client.logs.describe_log_streams(logGroupName=log_group_name)["logStreams"]
-    log_events = aws_client.logs.get_log_events(
-        logGroupName=log_group_name, logStreamName=log_streams[0]["logStreamName"]
-    )
-    assert message_token in log_events["events"][0]["message"]
-
-
-@markers.aws.validated
-def test_event_rule_creation_without_target(deploy_cfn_template, aws_client, snapshot):
-    event_rule_name = f"event-rule-{short_uid()}"
-    snapshot.add_transformer(snapshot.transform.regex(event_rule_name, "event-rule-name"))
-
-    deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/events_rule_without_targets.yaml"
-        ),
-        parameters={"EventRuleName": event_rule_name},
-    )
-
-    response = aws_client.events.describe_rule(
-        Name=event_rule_name,
-    )
-    snapshot.match("describe_rule", response)
-
-
-@markers.aws.validated
-def test_cfn_event_bus_resource(deploy_cfn_template, aws_client):
-    def _assert(expected_len):
-        rs = aws_client.events.list_event_buses()
-        event_buses = [eb for eb in rs["EventBuses"] if eb["Name"] == "my-test-bus"]
-        assert len(event_buses) == expected_len
-        rs = aws_client.events.list_connections()
-        connections = [con for con in rs["Connections"] if con["Name"] == "my-test-conn"]
-        assert len(connections) == expected_len
-
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/template31.yaml"
-        )
-    )
-    _assert(1)
-
-    stack.destroy()
-    _assert(0)
-
-
-@markers.aws.validated
-def test_rule_properties(deploy_cfn_template, aws_client, snapshot):
-    event_bus_name = f"events-{short_uid()}"
-    rule_name = f"rule-{short_uid()}"
-    snapshot.add_transformer(snapshot.transform.regex(event_bus_name, "<event-bus-name>"))
-    snapshot.add_transformer(snapshot.transform.regex(rule_name, "<custom-rule-name>"))
-
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/events_rule_properties.yaml"
-        ),
-        parameters={"EventBusName": event_bus_name, "RuleName": rule_name},
-    )
-
-    rule_id = stack.outputs["RuleWithoutNameArn"].rsplit("/")[-1]
-    snapshot.add_transformer(snapshot.transform.regex(rule_id, "<rule-id>"))
-
-    without_bus_id = stack.outputs["RuleWithoutBusArn"].rsplit("/")[-1]
-    snapshot.add_transformer(snapshot.transform.regex(without_bus_id, "<without-bus-id>"))
-
-    snapshot.match("outputs", stack.outputs)
-
-
-@markers.aws.validated
-def test_rule_pattern_transformation(aws_client, deploy_cfn_template, snapshot):
-    """
-    The CFn provider for a rule applies a transformation to some properties. Extend this test as more properties or
-    situations arise.
-    """
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/events_rule_pattern.yml"
-        ),
-    )
-
-    rule = aws_client.events.describe_rule(Name=stack.outputs["RuleName"])
-    snapshot.match("rule", rule)
-    snapshot.add_transformer(snapshot.transform.key_value("Name"))
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_events.snapshot.json b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_events.snapshot.json
deleted file mode 100644
index 9d0f00f3548f7..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_events.snapshot.json
+++ /dev/null
@@ -1,70 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_events.py::test_rule_properties": {
-    "recorded-date": "01-12-2023, 15:03:52",
-    "recorded-content": {
-      "outputs": {
-        "RuleWithNameArn": "arn:<partition>:events:<region>:111111111111:rule/<event-bus-name>/<custom-rule-name>",
-        "RuleWithNameRef": "<event-bus-name>|<custom-rule-name>",
-        "RuleWithoutBusArn": "arn:<partition>:events:<region>:111111111111:rule/<without-bus-id>",
-        "RuleWithoutBusRef": "<without-bus-id>",
-        "RuleWithoutNameArn": "arn:<partition>:events:<region>:111111111111:rule/<event-bus-name>/<rule-id>",
-        "RuleWithoutNameRef": "<event-bus-name>|<rule-id>"
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_events.py::test_rule_pattern_transformation": {
-    "recorded-date": "08-11-2024, 15:49:06",
-    "recorded-content": {
-      "rule": {
-        "Arn": "arn:<partition>:events:<region>:111111111111:rule/<name:1>",
-        "CreatedBy": "111111111111",
-        "EventBusName": "default",
-        "EventPattern": {
-          "detail-type": [
-            "Object Created"
-          ],
-          "source": [
-            "aws.s3"
-          ],
-          "detail": {
-            "bucket": {
-              "name": [
-                "test-s3-bucket"
-              ]
-            },
-            "object": {
-              "key": [
-                {
-                  "suffix": "/test.json"
-                }
-              ]
-            }
-          }
-        },
-        "Name": "<name:1>",
-        "State": "ENABLED",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_events.py::test_event_rule_creation_without_target": {
-    "recorded-date": "22-01-2025, 14:15:04",
-    "recorded-content": {
-      "describe_rule": {
-        "Arn": "arn:<partition>:events:<region>:111111111111:rule/event-rule-name",
-        "CreatedBy": "111111111111",
-        "EventBusName": "default",
-        "Name": "event-rule-name",
-        "ScheduleExpression": "cron(0 1 * * ? *)",
-        "State": "ENABLED",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_events.validation.json b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_events.validation.json
deleted file mode 100644
index f9456ffe87bad..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_events.validation.json
+++ /dev/null
@@ -1,17 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_events.py::test_cfn_event_api_destination_resource": {
-    "last_validated_date": "2024-04-16T06:36:56+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_events.py::test_event_rule_creation_without_target": {
-    "last_validated_date": "2025-01-22T14:15:04+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_events.py::test_eventbus_policy_statement": {
-    "last_validated_date": "2024-11-14T21:46:23+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_events.py::test_rule_pattern_transformation": {
-    "last_validated_date": "2024-11-08T15:49:06+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_events.py::test_rule_properties": {
-    "last_validated_date": "2023-12-01T14:03:52+00:00"
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_firehose.py b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_firehose.py
deleted file mode 100644
index bf3d5a79f2931..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_firehose.py
+++ /dev/null
@@ -1,49 +0,0 @@
-import os.path
-
-import pytest
-
-from localstack.services.cloudformation.v2.utils import is_v2_engine
-from localstack.testing.aws.util import is_aws_cloud
-from localstack.testing.pytest import markers
-from localstack.utils.strings import short_uid
-from localstack.utils.sync import retry
-
-pytestmark = pytest.mark.skipif(
-    condition=not is_v2_engine() and not is_aws_cloud(),
-    reason="Only targeting the new engine",
-)
-
-
-@markers.aws.validated
-@markers.snapshot.skip_snapshot_verify(paths=["$..Destinations"])
-def test_firehose_stack_with_kinesis_as_source(deploy_cfn_template, snapshot, aws_client):
-    snapshot.add_transformer(snapshot.transform.cloudformation_api())
-
-    bucket_name = f"bucket-{short_uid()}"
-    stream_name = f"stream-{short_uid()}"
-    delivery_stream_name = f"delivery-stream-{short_uid()}"
-
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/firehose_kinesis_as_source.yaml"
-        ),
-        parameters={
-            "BucketName": bucket_name,
-            "StreamName": stream_name,
-            "DeliveryStreamName": delivery_stream_name,
-        },
-        max_wait=150,
-    )
-    snapshot.match("outputs", stack.outputs)
-
-    def _assert_stream_available():
-        status = aws_client.firehose.describe_delivery_stream(
-            DeliveryStreamName=delivery_stream_name
-        )
-        assert status["DeliveryStreamDescription"]["DeliveryStreamStatus"] == "ACTIVE"
-
-    retry(_assert_stream_available, sleep=2, retries=15)
-
-    response = aws_client.firehose.describe_delivery_stream(DeliveryStreamName=delivery_stream_name)
-    assert delivery_stream_name == response["DeliveryStreamDescription"]["DeliveryStreamName"]
-    snapshot.match("delivery_stream", response)
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_firehose.snapshot.json b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_firehose.snapshot.json
deleted file mode 100644
index 6bc7b63f87e77..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_firehose.snapshot.json
+++ /dev/null
@@ -1,99 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_firehose.py::test_firehose_stack_with_kinesis_as_source": {
-    "recorded-date": "14-09-2022, 11:19:29",
-    "recorded-content": {
-      "outputs": {
-        "deliveryStreamRef": "<resource:1>"
-      },
-      "delivery_stream": {
-        "DeliveryStreamDescription": {
-          "CreateTimestamp": "timestamp",
-          "DeliveryStreamARN": "arn:<partition>:firehose:<region>:111111111111:deliverystream/<resource:1>",
-          "DeliveryStreamName": "<resource:1>",
-          "DeliveryStreamStatus": "ACTIVE",
-          "DeliveryStreamType": "KinesisStreamAsSource",
-          "Destinations": [
-            {
-              "DestinationId": "destinationId-000000000001",
-              "ExtendedS3DestinationDescription": {
-                "BucketARN": "arn:<partition>:s3:::<resource:2>",
-                "BufferingHints": {
-                  "IntervalInSeconds": 60,
-                  "SizeInMBs": 64
-                },
-                "CloudWatchLoggingOptions": {
-                  "Enabled": false
-                },
-                "CompressionFormat": "UNCOMPRESSED",
-                "DataFormatConversionConfiguration": {
-                  "Enabled": false
-                },
-                "DynamicPartitioningConfiguration": {
-                  "Enabled": true,
-                  "RetryOptions": {
-                    "DurationInSeconds": 300
-                  }
-                },
-                "EncryptionConfiguration": {
-                  "NoEncryptionConfig": "NoEncryption"
-                },
-                "ErrorOutputPrefix": "firehoseTest-errors/!{firehose:error-output-type}/",
-                "Prefix": "firehoseTest/!{partitionKeyFromQuery:s3Prefix}",
-                "ProcessingConfiguration": {
-                  "Enabled": true,
-                  "Processors": [
-                    {
-                      "Parameters": [
-                        {
-                          "ParameterName": "MetadataExtractionQuery",
-                          "ParameterValue": "{s3Prefix: .tableName}"
-                        },
-                        {
-                          "ParameterName": "JsonParsingEngine",
-                          "ParameterValue": "JQ-1.6"
-                        }
-                      ],
-                      "Type": "MetadataExtraction"
-                    }
-                  ]
-                },
-                "RoleARN": "arn:<partition>:iam::111111111111:role/<resource:3>",
-                "S3BackupMode": "Disabled"
-              },
-              "S3DestinationDescription": {
-                "BucketARN": "arn:<partition>:s3:::<resource:2>",
-                "BufferingHints": {
-                  "IntervalInSeconds": 60,
-                  "SizeInMBs": 64
-                },
-                "CloudWatchLoggingOptions": {
-                  "Enabled": false
-                },
-                "CompressionFormat": "UNCOMPRESSED",
-                "EncryptionConfiguration": {
-                  "NoEncryptionConfig": "NoEncryption"
-                },
-                "ErrorOutputPrefix": "firehoseTest-errors/!{firehose:error-output-type}/",
-                "Prefix": "firehoseTest/!{partitionKeyFromQuery:s3Prefix}",
-                "RoleARN": "arn:<partition>:iam::111111111111:role/<resource:3>"
-              }
-            }
-          ],
-          "HasMoreDestinations": false,
-          "Source": {
-            "KinesisStreamSourceDescription": {
-              "DeliveryStartTimestamp": "timestamp",
-              "KinesisStreamARN": "arn:<partition>:kinesis:<region>:111111111111:stream/<resource:4>",
-              "RoleARN": "arn:<partition>:iam::111111111111:role/<resource:3>"
-            }
-          },
-          "VersionId": "1"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_firehose.validation.json b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_firehose.validation.json
deleted file mode 100644
index e12e5185d82f1..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_firehose.validation.json
+++ /dev/null
@@ -1,5 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_firehose.py::test_firehose_stack_with_kinesis_as_source": {
-    "last_validated_date": "2022-09-14T09:19:29+00:00"
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_integration.py b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_integration.py
deleted file mode 100644
index bb48345710803..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_integration.py
+++ /dev/null
@@ -1,94 +0,0 @@
-import json
-import os
-
-import pytest
-
-from localstack.services.cloudformation.v2.utils import is_v2_engine
-from localstack.testing.aws.util import is_aws_cloud
-from localstack.testing.pytest import markers
-from localstack.utils.strings import short_uid
-from localstack.utils.sync import wait_until
-
-pytestmark = pytest.mark.skipif(
-    condition=not is_v2_engine() and not is_aws_cloud(),
-    reason="Only targeting the new engine",
-)
-
-
-@markers.aws.validated
-def test_events_sqs_sns_lambda(deploy_cfn_template, aws_client):
-    function_name = f"function-{short_uid()}"
-    queue_name = f"queue-{short_uid()}"
-    topic_name = f"topic-{short_uid()}"
-    bus_name = f"bus-{short_uid()}"
-    rule_name = f"function-{short_uid()}"
-
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__),
-            "../../../../../templates/integration_events_sns_sqs_lambda.yaml",
-        ),
-        parameters={
-            "FunctionName": function_name,
-            "QueueName": queue_name,
-            "TopicName": topic_name,
-            "BusName": bus_name,
-            "RuleName": rule_name,
-        },
-    )
-
-    assert len(stack.outputs) == 7
-    lambda_name = stack.outputs["FnName"]
-    bus_name = stack.outputs["EventBusName"]
-
-    topic_arn = stack.outputs["TopicArn"]
-    result = aws_client.sns.get_topic_attributes(TopicArn=topic_arn)["Attributes"]
-    assert json.loads(result.get("Policy")) == {
-        "Statement": [
-            {
-                "Action": "sns:Publish",
-                "Effect": "Allow",
-                "Principal": {"Service": "events.amazonaws.com"},
-                "Resource": topic_arn,
-                "Sid": "0",
-            }
-        ],
-        "Version": "2012-10-17",
-    }
-
-    # put events
-    aws_client.events.put_events(
-        Entries=[
-            {
-                "DetailType": "test-detail-type",
-                "Detail": '{"app": "localstack"}',
-                "Source": "test-source",
-                "EventBusName": bus_name,
-            },
-        ]
-    )
-
-    def _check_lambda_invocations():
-        groups = aws_client.logs.describe_log_groups(
-            logGroupNamePrefix=f"/aws/lambda/{lambda_name}"
-        )
-        streams = aws_client.logs.describe_log_streams(
-            logGroupName=groups["logGroups"][0]["logGroupName"]
-        )
-        assert (
-            0 < len(streams) <= 2
-        )  # should be 1 or 2 because of the two potentially simultaneous calls
-
-        all_events = []
-        for s in streams["logStreams"]:
-            events = aws_client.logs.get_log_events(
-                logGroupName=groups["logGroups"][0]["logGroupName"],
-                logStreamName=s["logStreamName"],
-            )["events"]
-            all_events.extend(events)
-
-        assert [e for e in all_events if topic_name in e["message"]]
-        assert [e for e in all_events if queue_name in e["message"]]
-        return True
-
-    assert wait_until(_check_lambda_invocations)
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_integration.validation.json b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_integration.validation.json
deleted file mode 100644
index 4213db8d36bbf..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_integration.validation.json
+++ /dev/null
@@ -1,5 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_integration.py::test_events_sqs_sns_lambda": {
-    "last_validated_date": "2024-07-02T18:43:06+00:00"
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_kinesis.py b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_kinesis.py
deleted file mode 100644
index f36b7d42f8c25..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_kinesis.py
+++ /dev/null
@@ -1,181 +0,0 @@
-import json
-import os
-
-import pytest
-
-from localstack import config
-from localstack.services.cloudformation.v2.utils import is_v2_engine
-from localstack.testing.aws.util import is_aws_cloud
-from localstack.testing.pytest import markers
-from localstack.utils.files import load_file
-from localstack.utils.strings import short_uid
-
-pytestmark = pytest.mark.skipif(
-    condition=not is_v2_engine() and not is_aws_cloud(),
-    reason="Only targeting the new engine",
-)
-
-
-@markers.aws.validated
-@markers.snapshot.skip_snapshot_verify(paths=["$..StreamDescription.StreamModeDetails"])
-def test_stream_creation(deploy_cfn_template, snapshot, aws_client):
-    snapshot.add_transformer(snapshot.transform.resource_name())
-    snapshot.add_transformers_list(
-        [
-            snapshot.transform.key_value("StreamName", "stream-name"),
-            snapshot.transform.key_value("ShardId", "shard-id", reference_replacement=False),
-            snapshot.transform.key_value("EndingHashKey", "ending-hash-key"),
-            snapshot.transform.key_value("StartingSequenceNumber", "sequence-number"),
-        ]
-    )
-    snapshot.add_transformer(snapshot.transform.cloudformation_api())
-
-    template = json.dumps(
-        {
-            "Resources": {
-                "TestStream": {
-                    "Type": "AWS::Kinesis::Stream",
-                    "Properties": {"ShardCount": 1},
-                },
-            },
-            "Outputs": {
-                "StreamNameFromRef": {"Value": {"Ref": "TestStream"}},
-                "StreamArnFromAtt": {"Value": {"Fn::GetAtt": "TestStream.Arn"}},
-            },
-        }
-    )
-
-    stack = deploy_cfn_template(template=template)
-    snapshot.match("stack_output", stack.outputs)
-
-    description = aws_client.cloudformation.describe_stack_resources(StackName=stack.stack_name)
-    snapshot.match("resource_description", description)
-
-    stream_name = stack.outputs.get("StreamNameFromRef")
-    description = aws_client.kinesis.describe_stream(StreamName=stream_name)
-    snapshot.match("stream_description", description)
-
-
-@markers.aws.validated
-@markers.snapshot.skip_snapshot_verify(paths=["$..StreamDescription.StreamModeDetails"])
-def test_default_parameters_kinesis(deploy_cfn_template, aws_client, snapshot):
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/kinesis_default.yaml"
-        )
-    )
-
-    stream_name = stack.outputs["KinesisStreamName"]
-    rs = aws_client.kinesis.describe_stream(StreamName=stream_name)
-    snapshot.match("describe_stream", rs)
-
-    snapshot.add_transformer(snapshot.transform.key_value("StreamName"))
-    snapshot.add_transformer(snapshot.transform.key_value("ShardId"))
-    snapshot.add_transformer(snapshot.transform.key_value("StartingSequenceNumber"))
-
-
-@markers.aws.validated
-def test_cfn_handle_kinesis_firehose_resources(deploy_cfn_template, aws_client):
-    kinesis_stream_name = f"kinesis-stream-{short_uid()}"
-    firehose_role_name = f"firehose-role-{short_uid()}"
-    firehose_stream_name = f"firehose-stream-{short_uid()}"
-
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/cfn_kinesis_stream.yaml"
-        ),
-        parameters={
-            "KinesisStreamName": kinesis_stream_name,
-            "DeliveryStreamName": firehose_stream_name,
-            "KinesisRoleName": firehose_role_name,
-        },
-    )
-
-    assert len(stack.outputs) == 1
-
-    rs = aws_client.firehose.describe_delivery_stream(DeliveryStreamName=firehose_stream_name)
-    assert rs["DeliveryStreamDescription"]["DeliveryStreamARN"] == stack.outputs["MyStreamArn"]
-    assert rs["DeliveryStreamDescription"]["DeliveryStreamName"] == firehose_stream_name
-
-    rs = aws_client.kinesis.describe_stream(StreamName=kinesis_stream_name)
-    assert rs["StreamDescription"]["StreamName"] == kinesis_stream_name
-
-    # clean up
-    stack.destroy()
-
-    rs = aws_client.kinesis.list_streams()
-    assert kinesis_stream_name not in rs["StreamNames"]
-    rs = aws_client.firehose.list_delivery_streams()
-    assert firehose_stream_name not in rs["DeliveryStreamNames"]
-
-
-# TODO: use a different template and move this test to a more generic API level test suite
-@markers.aws.validated
-@markers.snapshot.skip_snapshot_verify  # nothing really works here right now
-def test_describe_template(s3_create_bucket, aws_client, cleanups, snapshot):
-    bucket_name = f"b-{short_uid()}"
-    template_body = load_file(
-        os.path.join(os.path.dirname(__file__), "../../../../../templates/cfn_kinesis_stream.yaml")
-    )
-    s3_create_bucket(Bucket=bucket_name)
-    aws_client.s3.put_object(Bucket=bucket_name, Key="template.yml", Body=template_body)
-
-    if is_aws_cloud():
-        template_url = (
-            f"https://{bucket_name}.s3.{aws_client.s3.meta.region_name}.amazonaws.com/template.yml"
-        )
-    else:
-        template_url = f"{config.internal_service_url()}/{bucket_name}/template.yml"
-
-    # get summary by template URL
-    get_template_summary_by_url = aws_client.cloudformation.get_template_summary(
-        TemplateURL=template_url
-    )
-    snapshot.match("get_template_summary_by_url", get_template_summary_by_url)
-
-    param_keys = {p["ParameterKey"] for p in get_template_summary_by_url["Parameters"]}
-    assert param_keys == {"KinesisStreamName", "DeliveryStreamName", "KinesisRoleName"}
-
-    # get summary by template body
-    get_template_summary_by_body = aws_client.cloudformation.get_template_summary(
-        TemplateBody=template_body
-    )
-    snapshot.match("get_template_summary_by_body", get_template_summary_by_body)
-    param_keys = {p["ParameterKey"] for p in get_template_summary_by_url["Parameters"]}
-    assert param_keys == {"KinesisStreamName", "DeliveryStreamName", "KinesisRoleName"}
-
-
-@pytest.mark.skipif(
-    condition=not is_aws_cloud() and config.DDB_STREAMS_PROVIDER_V2,
-    reason="Not yet implemented in DDB Streams V2",
-)
-@markers.aws.validated
-@markers.snapshot.skip_snapshot_verify(
-    paths=["$..KinesisDataStreamDestinations..DestinationStatusDescription"]
-)
-def test_dynamodb_stream_response_with_cf(deploy_cfn_template, aws_client, snapshot):
-    table_name = f"table-{short_uid()}"
-    deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/cfn_kinesis_dynamodb.yml"
-        ),
-        parameters={"TableName": table_name},
-    )
-
-    response = aws_client.dynamodb.describe_kinesis_streaming_destination(TableName=table_name)
-    snapshot.match("describe_kinesis_streaming_destination", response)
-    snapshot.add_transformer(snapshot.transform.key_value("TableName"))
-
-
-@markers.aws.validated
-def test_kinesis_stream_consumer_creations(deploy_cfn_template, aws_client):
-    consumer_name = f"{short_uid()}"
-    stack = deploy_cfn_template(
-        parameters={"TestConsumerName": consumer_name},
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/kinesis_stream_consumer.yaml"
-        ),
-    )
-    consumer_arn = stack.outputs["KinesisSConsumerARN"]
-    response = aws_client.kinesis.describe_stream_consumer(ConsumerARN=consumer_arn)
-    assert response["ConsumerDescription"]["ConsumerStatus"] == "ACTIVE"
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_kinesis.snapshot.json b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_kinesis.snapshot.json
deleted file mode 100644
index 84936b7b55f43..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_kinesis.snapshot.json
+++ /dev/null
@@ -1,279 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_kinesis.py::test_stream_creation": {
-    "recorded-date": "12-09-2022, 14:11:29",
-    "recorded-content": {
-      "stack_output": {
-        "StreamArnFromAtt": "arn:<partition>:kinesis:<region>:111111111111:stream/<resource:1>",
-        "StreamNameFromRef": "<resource:1>"
-      },
-      "resource_description": {
-        "StackResources": [
-          {
-            "DriftInformation": {
-              "StackResourceDriftStatus": "NOT_CHECKED"
-            },
-            "LogicalResourceId": "TestStream",
-            "PhysicalResourceId": "<resource:1>",
-            "ResourceStatus": "CREATE_COMPLETE",
-            "ResourceType": "AWS::Kinesis::Stream",
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-            "StackName": "<stack-name:1>",
-            "Timestamp": "timestamp"
-          }
-        ],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "stream_description": {
-        "StreamDescription": {
-          "EncryptionType": "NONE",
-          "EnhancedMonitoring": [
-            {
-              "ShardLevelMetrics": []
-            }
-          ],
-          "HasMoreShards": false,
-          "RetentionPeriodHours": 24,
-          "Shards": [
-            {
-              "HashKeyRange": {
-                "EndingHashKey": "<ending-hash-key:1>",
-                "StartingHashKey": "0"
-              },
-              "SequenceNumberRange": {
-                "StartingSequenceNumber": "<sequence-number:1>"
-              },
-              "ShardId": "shard-id"
-            }
-          ],
-          "StreamARN": "arn:<partition>:kinesis:<region>:111111111111:stream/<resource:1>",
-          "StreamCreationTimestamp": "timestamp",
-          "StreamModeDetails": {
-            "StreamMode": "PROVISIONED"
-          },
-          "StreamName": "<resource:1>",
-          "StreamStatus": "ACTIVE"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_kinesis.py::test_describe_template": {
-    "recorded-date": "22-05-2023, 09:25:32",
-    "recorded-content": {
-      "get_template_summary_by_url": {
-        "Capabilities": [
-          "CAPABILITY_NAMED_IAM"
-        ],
-        "CapabilitiesReason": "The following resource(s) require capabilities: [AWS::IAM::Role]",
-        "Parameters": [
-          {
-            "NoEcho": false,
-            "ParameterConstraints": {},
-            "ParameterKey": "KinesisRoleName",
-            "ParameterType": "String"
-          },
-          {
-            "NoEcho": false,
-            "ParameterConstraints": {},
-            "ParameterKey": "DeliveryStreamName",
-            "ParameterType": "String"
-          },
-          {
-            "NoEcho": false,
-            "ParameterConstraints": {},
-            "ParameterKey": "KinesisStreamName",
-            "ParameterType": "String"
-          }
-        ],
-        "ResourceIdentifierSummaries": [
-          {
-            "LogicalResourceIds": [
-              "MyBucket"
-            ],
-            "ResourceIdentifiers": [
-              "BucketName"
-            ],
-            "ResourceType": "AWS::S3::Bucket"
-          },
-          {
-            "LogicalResourceIds": [
-              "MyRole"
-            ],
-            "ResourceIdentifiers": [
-              "RoleName"
-            ],
-            "ResourceType": "AWS::IAM::Role"
-          },
-          {
-            "LogicalResourceIds": [
-              "KinesisStream"
-            ],
-            "ResourceIdentifiers": [
-              "Name"
-            ],
-            "ResourceType": "AWS::Kinesis::Stream"
-          },
-          {
-            "LogicalResourceIds": [
-              "DeliveryStream"
-            ],
-            "ResourceIdentifiers": [
-              "DeliveryStreamName"
-            ],
-            "ResourceType": "AWS::KinesisFirehose::DeliveryStream"
-          }
-        ],
-        "ResourceTypes": [
-          "AWS::Kinesis::Stream",
-          "AWS::IAM::Role",
-          "AWS::S3::Bucket",
-          "AWS::KinesisFirehose::DeliveryStream"
-        ],
-        "Version": "2010-09-09",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "get_template_summary_by_body": {
-        "Capabilities": [
-          "CAPABILITY_NAMED_IAM"
-        ],
-        "CapabilitiesReason": "The following resource(s) require capabilities: [AWS::IAM::Role]",
-        "Parameters": [
-          {
-            "NoEcho": false,
-            "ParameterConstraints": {},
-            "ParameterKey": "KinesisRoleName",
-            "ParameterType": "String"
-          },
-          {
-            "NoEcho": false,
-            "ParameterConstraints": {},
-            "ParameterKey": "DeliveryStreamName",
-            "ParameterType": "String"
-          },
-          {
-            "NoEcho": false,
-            "ParameterConstraints": {},
-            "ParameterKey": "KinesisStreamName",
-            "ParameterType": "String"
-          }
-        ],
-        "ResourceIdentifierSummaries": [
-          {
-            "LogicalResourceIds": [
-              "MyBucket"
-            ],
-            "ResourceIdentifiers": [
-              "BucketName"
-            ],
-            "ResourceType": "AWS::S3::Bucket"
-          },
-          {
-            "LogicalResourceIds": [
-              "MyRole"
-            ],
-            "ResourceIdentifiers": [
-              "RoleName"
-            ],
-            "ResourceType": "AWS::IAM::Role"
-          },
-          {
-            "LogicalResourceIds": [
-              "KinesisStream"
-            ],
-            "ResourceIdentifiers": [
-              "Name"
-            ],
-            "ResourceType": "AWS::Kinesis::Stream"
-          },
-          {
-            "LogicalResourceIds": [
-              "DeliveryStream"
-            ],
-            "ResourceIdentifiers": [
-              "DeliveryStreamName"
-            ],
-            "ResourceType": "AWS::KinesisFirehose::DeliveryStream"
-          }
-        ],
-        "ResourceTypes": [
-          "AWS::Kinesis::Stream",
-          "AWS::IAM::Role",
-          "AWS::S3::Bucket",
-          "AWS::KinesisFirehose::DeliveryStream"
-        ],
-        "Version": "2010-09-09",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_kinesis.py::test_default_parameters_kinesis": {
-    "recorded-date": "02-07-2024, 18:59:10",
-    "recorded-content": {
-      "describe_stream": {
-        "StreamDescription": {
-          "EncryptionType": "NONE",
-          "EnhancedMonitoring": [
-            {
-              "ShardLevelMetrics": []
-            }
-          ],
-          "HasMoreShards": false,
-          "RetentionPeriodHours": 24,
-          "Shards": [
-            {
-              "HashKeyRange": {
-                "EndingHashKey": "340282366920938463463374607431768211455",
-                "StartingHashKey": "0"
-              },
-              "SequenceNumberRange": {
-                "StartingSequenceNumber": "<starting-sequence-number:1>"
-              },
-              "ShardId": "<shard-id:1>"
-            }
-          ],
-          "StreamARN": "arn:<partition>:kinesis:<region>:111111111111:stream/<stream-name:1>",
-          "StreamCreationTimestamp": "timestamp",
-          "StreamModeDetails": {
-            "StreamMode": "PROVISIONED"
-          },
-          "StreamName": "<stream-name:1>",
-          "StreamStatus": "ACTIVE"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_kinesis.py::test_dynamodb_stream_response_with_cf": {
-    "recorded-date": "02-07-2024, 19:48:27",
-    "recorded-content": {
-      "describe_kinesis_streaming_destination": {
-        "KinesisDataStreamDestinations": [
-          {
-            "DestinationStatus": "ACTIVE",
-            "StreamArn": "arn:<partition>:kinesis:<region>:111111111111:stream/EventStream"
-          }
-        ],
-        "TableName": "<table-name:1>",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_kinesis.validation.json b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_kinesis.validation.json
deleted file mode 100644
index 70bbffa38d0ee..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_kinesis.validation.json
+++ /dev/null
@@ -1,17 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_kinesis.py::test_cfn_handle_kinesis_firehose_resources": {
-    "last_validated_date": "2024-07-02T19:10:35+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_kinesis.py::test_default_parameters_kinesis": {
-    "last_validated_date": "2024-07-02T18:59:10+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_kinesis.py::test_describe_template": {
-    "last_validated_date": "2023-05-22T07:25:32+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_kinesis.py::test_dynamodb_stream_response_with_cf": {
-    "last_validated_date": "2024-07-02T19:48:27+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_kinesis.py::test_stream_creation": {
-    "last_validated_date": "2022-09-12T12:11:29+00:00"
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_kms.py b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_kms.py
deleted file mode 100644
index 6625e3086df75..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_kms.py
+++ /dev/null
@@ -1,77 +0,0 @@
-import os.path
-
-import pytest
-
-from localstack.services.cloudformation.v2.utils import is_v2_engine
-from localstack.testing.aws.util import is_aws_cloud
-from localstack.testing.pytest import markers
-from localstack.utils.strings import short_uid
-from localstack.utils.sync import retry
-
-pytestmark = pytest.mark.skipif(
-    condition=not is_v2_engine() and not is_aws_cloud(),
-    reason="Only targeting the new engine",
-)
-
-
-@markers.aws.validated
-def test_kms_key_disabled(deploy_cfn_template, aws_client):
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/kms_key_disabled.yaml"
-        )
-    )
-
-    key_id = stack.outputs["KeyIdOutput"]
-    assert key_id
-    my_key = aws_client.kms.describe_key(KeyId=key_id)
-    assert not my_key["KeyMetadata"]["Enabled"]
-
-
-@markers.aws.validated
-def test_cfn_with_kms_resources(deploy_cfn_template, aws_client, snapshot):
-    snapshot.add_transformer(snapshot.transform.cloudformation_api())
-    snapshot.add_transformer(snapshot.transform.key_value("KeyAlias"))
-
-    alias_name = f"alias/sample-{short_uid()}"
-
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/template34.yaml"
-        ),
-        parameters={"AliasName": alias_name},
-        max_wait=300,
-    )
-    snapshot.match("stack-outputs", stack.outputs)
-
-    assert stack.outputs.get("KeyAlias") == alias_name
-
-    def _get_matching_aliases():
-        aliases = aws_client.kms.list_aliases()["Aliases"]
-        return [alias for alias in aliases if alias["AliasName"] == alias_name]
-
-    assert len(_get_matching_aliases()) == 1
-
-    stack.destroy()
-    assert not _get_matching_aliases()
-
-
-@markers.aws.validated
-def test_deploy_stack_with_kms(deploy_cfn_template, aws_client):
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/cfn_kms_key.yml"
-        ),
-    )
-
-    assert "KeyId" in stack.outputs
-
-    key_id = stack.outputs["KeyId"]
-
-    stack.destroy()
-
-    def assert_key_deleted():
-        resp = aws_client.kms.describe_key(KeyId=key_id)["KeyMetadata"]
-        assert resp["KeyState"] == "PendingDeletion"
-
-    retry(assert_key_deleted, retries=5, sleep=5)
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_kms.snapshot.json b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_kms.snapshot.json
deleted file mode 100644
index 6b059512e8448..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_kms.snapshot.json
+++ /dev/null
@@ -1,11 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_kms.py::test_cfn_with_kms_resources": {
-    "recorded-date": "29-05-2023, 15:45:17",
-    "recorded-content": {
-      "stack-outputs": {
-        "KeyAlias": "<key-alias:1>",
-        "KeyArn": "arn:<partition>:kms:<region>:111111111111:key/<resource:1>"
-      }
-    }
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_kms.validation.json b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_kms.validation.json
deleted file mode 100644
index 38f9f4302bd86..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_kms.validation.json
+++ /dev/null
@@ -1,11 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_kms.py::test_cfn_with_kms_resources": {
-    "last_validated_date": "2023-05-29T13:45:17+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_kms.py::test_deploy_stack_with_kms": {
-    "last_validated_date": "2024-07-02T20:23:47+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_kms.py::test_kms_key_disabled": {
-    "last_validated_date": "2024-07-02T20:12:46+00:00"
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_lambda.py b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_lambda.py
deleted file mode 100644
index 2f5e2cd70ffd2..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_lambda.py
+++ /dev/null
@@ -1,1379 +0,0 @@
-import base64
-import json
-import os
-from io import BytesIO
-
-import pytest
-from localstack_snapshot.snapshots.transformer import SortingTransformer
-
-from localstack import config
-from localstack.aws.api.lambda_ import InvocationType, Runtime, State
-from localstack.services.cloudformation.v2.utils import is_v2_engine
-from localstack.testing.aws.util import in_default_partition, is_aws_cloud
-from localstack.testing.pytest import markers
-from localstack.utils.aws.arns import get_partition
-from localstack.utils.common import short_uid
-from localstack.utils.files import load_file
-from localstack.utils.http import safe_requests
-from localstack.utils.strings import to_bytes, to_str
-from localstack.utils.sync import retry, wait_until
-from localstack.utils.testutil import create_lambda_archive, get_lambda_log_events
-
-pytestmark = pytest.mark.skipif(
-    condition=not is_v2_engine() and not is_aws_cloud(),
-    reason="Only targeting the new engine",
-)
-
-
-@markers.aws.validated
-def test_lambda_w_dynamodb_event_filter(deploy_cfn_template, aws_client):
-    function_name = f"test-fn-{short_uid()}"
-    table_name = f"ddb-tbl-{short_uid()}"
-    item_to_put = {"id": {"S": "test123"}, "id2": {"S": "test42"}}
-    item_to_put2 = {"id": {"S": "test123"}, "id2": {"S": "test67"}}
-
-    deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/lambda_dynamodb_filtering.yaml"
-        ),
-        parameters={
-            "FunctionName": function_name,
-            "TableName": table_name,
-            "Filter": '{"eventName": ["MODIFY"]}',
-        },
-    )
-
-    aws_client.dynamodb.put_item(TableName=table_name, Item=item_to_put)
-    aws_client.dynamodb.put_item(TableName=table_name, Item=item_to_put2)
-
-    def _assert_single_lambda_call():
-        events = get_lambda_log_events(function_name, logs_client=aws_client.logs)
-        assert len(events) == 1
-        msg = events[0]
-        if not isinstance(msg, str):
-            msg = json.dumps(msg)
-        assert "MODIFY" in msg and "INSERT" not in msg
-
-    retry(_assert_single_lambda_call, retries=30)
-
-
-@markers.snapshot.skip_snapshot_verify(
-    [
-        # TODO: Fix flaky ESM state mismatch upon update in LocalStack (expected Enabled, actual Disabled)
-        #  This might be a parity issue if AWS does rolling updates (i.e., never disables the ESM upon update).
-        "$..EventSourceMappings..State",
-    ]
-)
-@markers.aws.validated
-def test_lambda_w_dynamodb_event_filter_update(deploy_cfn_template, snapshot, aws_client):
-    snapshot.add_transformer(snapshot.transform.dynamodb_api())
-    snapshot.add_transformer(snapshot.transform.lambda_api())
-    function_name = f"test-fn-{short_uid()}"
-    table_name = f"ddb-tbl-{short_uid()}"
-    snapshot.add_transformer(snapshot.transform.regex(table_name, "<table_name>"))
-
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/lambda_dynamodb_filtering.yaml"
-        ),
-        parameters={
-            "FunctionName": function_name,
-            "TableName": table_name,
-            "Filter": '{"eventName": ["DELETE"]}',
-        },
-    )
-    source_mappings = aws_client.lambda_.list_event_source_mappings(FunctionName=function_name)
-    snapshot.match("source_mappings", source_mappings)
-
-    deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/lambda_dynamodb_filtering.yaml"
-        ),
-        parameters={
-            "FunctionName": function_name,
-            "TableName": table_name,
-            "Filter": '{"eventName": ["MODIFY"]}',
-        },
-        stack_name=stack.stack_name,
-        is_update=True,
-    )
-
-    source_mappings = aws_client.lambda_.list_event_source_mappings(FunctionName=function_name)
-    snapshot.match("updated_source_mappings", source_mappings)
-
-
-@markers.aws.validated
-def test_update_lambda_function(s3_create_bucket, deploy_cfn_template, aws_client):
-    function_name = f"lambda-{short_uid()}"
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/lambda_function_update.yml"
-        ),
-        parameters={"Environment": "ORIGINAL", "FunctionName": function_name},
-    )
-
-    response = aws_client.lambda_.get_function(FunctionName=function_name)
-    assert response["Configuration"]["Environment"]["Variables"]["TEST"] == "ORIGINAL"
-
-    deploy_cfn_template(
-        stack_name=stack.stack_name,
-        is_update=True,
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/lambda_function_update.yml"
-        ),
-        parameters={"Environment": "UPDATED", "FunctionName": function_name},
-    )
-
-    response = aws_client.lambda_.get_function(FunctionName=function_name)
-    assert response["Configuration"]["Environment"]["Variables"]["TEST"] == "UPDATED"
-
-
-@markers.aws.validated
-def test_update_lambda_function_name(s3_create_bucket, deploy_cfn_template, aws_client):
-    function_name_1 = f"lambda-{short_uid()}"
-    function_name_2 = f"lambda-{short_uid()}"
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/lambda_function_update.yml"
-        ),
-        parameters={"FunctionName": function_name_1},
-    )
-
-    function_name = stack.outputs["LambdaName"]
-    response = aws_client.lambda_.get_function(FunctionName=function_name_1)
-    assert response["Configuration"]["Environment"]["Variables"]["TEST"] == "ORIGINAL"
-
-    deploy_cfn_template(
-        stack_name=stack.stack_name,
-        is_update=True,
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/lambda_function_update.yml"
-        ),
-        parameters={"FunctionName": function_name_2},
-    )
-    with pytest.raises(aws_client.lambda_.exceptions.ResourceNotFoundException):
-        aws_client.lambda_.get_function(FunctionName=function_name)
-
-    aws_client.lambda_.get_function(FunctionName=function_name_2)
-
-
-@markers.snapshot.skip_snapshot_verify(
-    paths=[
-        "$..Metadata",
-        "$..DriftInformation",
-        "$..Type",
-        "$..Message",
-        "$..access-control-allow-headers",
-        "$..access-control-allow-methods",
-        "$..access-control-allow-origin",
-        "$..access-control-expose-headers",
-        "$..server",
-        "$..content-length",
-        "$..InvokeMode",
-    ]
-)
-@markers.aws.validated
-def test_cfn_function_url(deploy_cfn_template, snapshot, aws_client):
-    snapshot.add_transformer(snapshot.transform.cloudformation_api())
-    snapshot.add_transformer(snapshot.transform.lambda_api())
-
-    deploy = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/lambda_url.yaml"
-        )
-    )
-
-    url_logical_resource_id = "UrlD4FAABD0"
-    snapshot.add_transformer(
-        snapshot.transform.regex(url_logical_resource_id, "<url_logical_resource_id>")
-    )
-    snapshot.add_transformer(
-        snapshot.transform.key_value(
-            "FunctionUrl",
-        )
-    )
-    snapshot.add_transformer(
-        snapshot.transform.key_value("x-amzn-trace-id", reference_replacement=False)
-    )
-    snapshot.add_transformer(snapshot.transform.key_value("date", reference_replacement=False))
-
-    url_resource = aws_client.cloudformation.describe_stack_resource(
-        StackName=deploy.stack_name, LogicalResourceId=url_logical_resource_id
-    )
-    snapshot.match("url_resource", url_resource)
-
-    url_config = aws_client.lambda_.get_function_url_config(
-        FunctionName=deploy.outputs["LambdaName"]
-    )
-    snapshot.match("url_config", url_config)
-
-    with pytest.raises(aws_client.lambda_.exceptions.ResourceNotFoundException) as e:
-        aws_client.lambda_.get_function_url_config(
-            FunctionName=deploy.outputs["LambdaName"], Qualifier="unknownalias"
-        )
-
-    snapshot.match("exception_url_config_nonexistent_version", e.value.response)
-
-    url_config_arn = aws_client.lambda_.get_function_url_config(
-        FunctionName=deploy.outputs["LambdaArn"]
-    )
-    snapshot.match("url_config_arn", url_config_arn)
-
-    response = safe_requests.get(deploy.outputs["LambdaUrl"])
-    assert response.ok
-    assert response.json() == {"hello": "world"}
-
-    lowered_headers = {k.lower(): v for k, v in response.headers.items()}
-    snapshot.match("response_headers", lowered_headers)
-
-
-@markers.aws.validated
-def test_lambda_alias(deploy_cfn_template, snapshot, aws_client):
-    snapshot.add_transformer(snapshot.transform.cloudformation_api())
-    snapshot.add_transformer(snapshot.transform.lambda_api())
-    snapshot.add_transformer(
-        SortingTransformer("StackResources", lambda x: x["LogicalResourceId"]), priority=-1
-    )
-
-    function_name = f"function{short_uid()}"
-    alias_name = f"alias{short_uid()}"
-    snapshot.add_transformer(snapshot.transform.regex(alias_name, "<alias-name>"))
-    snapshot.add_transformer(snapshot.transform.regex(function_name, "<function-name>"))
-
-    deployment = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/cfn_lambda_alias.yml"
-        ),
-        parameters={"FunctionName": function_name, "AliasName": alias_name},
-    )
-
-    invoke_result = aws_client.lambda_.invoke(
-        FunctionName=function_name, Qualifier=alias_name, Payload=b"{}"
-    )
-    assert "FunctionError" not in invoke_result
-    snapshot.match("invoke_result", invoke_result)
-
-    role_arn = aws_client.lambda_.get_function(FunctionName=function_name)["Configuration"]["Role"]
-    snapshot.add_transformer(
-        snapshot.transform.regex(role_arn.partition("role/")[-1], "<role-name>"), priority=-1
-    )
-
-    description = aws_client.cloudformation.describe_stack_resources(
-        StackName=deployment.stack_name
-    )
-    snapshot.match("stack_resource_descriptions", description)
-
-    alias = aws_client.lambda_.get_alias(FunctionName=function_name, Name=alias_name)
-    snapshot.match("Alias", alias)
-
-    provisioned_concurrency_config = aws_client.lambda_.get_provisioned_concurrency_config(
-        FunctionName=function_name,
-        Qualifier=alias_name,
-    )
-    snapshot.match("provisioned_concurrency_config", provisioned_concurrency_config)
-
-
-@markers.aws.validated
-def test_lambda_logging_config(deploy_cfn_template, snapshot, aws_client):
-    function_name = f"function{short_uid()}"
-
-    snapshot.add_transformer(snapshot.transform.cloudformation_api())
-    snapshot.add_transformer(SortingTransformer("StackResources", lambda x: x["LogicalResourceId"]))
-    snapshot.add_transformer(
-        snapshot.transform.key_value("LogicalResourceId", reference_replacement=False)
-    )
-    snapshot.add_transformer(
-        snapshot.transform.key_value("PhysicalResourceId", reference_replacement=False)
-    )
-    snapshot.add_transformer(snapshot.transform.regex(function_name, "<function-name>"))
-
-    deployment = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/cfn_lambda_logging_config.yaml"
-        ),
-        parameters={"FunctionName": function_name},
-    )
-
-    description = aws_client.cloudformation.describe_stack_resources(
-        StackName=deployment.stack_name
-    )
-    snapshot.match("stack_resource_descriptions", description)
-
-    logging_config = aws_client.lambda_.get_function(FunctionName=function_name)["Configuration"][
-        "LoggingConfig"
-    ]
-    snapshot.match("logging_config", logging_config)
-
-
-@pytest.mark.skipif(
-    not in_default_partition(), reason="Test not applicable in non-default partitions"
-)
-@markers.aws.validated
-def test_lambda_code_signing_config(deploy_cfn_template, snapshot, account_id, aws_client):
-    snapshot.add_transformer(snapshot.transform.cloudformation_api())
-    snapshot.add_transformer(snapshot.transform.lambda_api())
-    snapshot.add_transformer(SortingTransformer("StackResources", lambda x: x["LogicalResourceId"]))
-
-    signer_arn = f"arn:{get_partition(aws_client.lambda_.meta.region_name)}:signer:{aws_client.lambda_.meta.region_name}:{account_id}:/signing-profiles/test"
-
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/cfn_lambda_code_signing_config.yml"
-        ),
-        parameters={"SignerArn": signer_arn},
-    )
-
-    description = aws_client.cloudformation.describe_stack_resources(StackName=stack.stack_name)
-    snapshot.match("stack_resource_descriptions", description)
-
-    snapshot.match(
-        "config",
-        aws_client.lambda_.get_code_signing_config(CodeSigningConfigArn=stack.outputs["Arn"]),
-    )
-
-
-@markers.aws.validated
-def test_event_invoke_config(deploy_cfn_template, snapshot, aws_client):
-    snapshot.add_transformer(snapshot.transform.cloudformation_api())
-    snapshot.add_transformer(snapshot.transform.lambda_api())
-
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/cfn_lambda_event_invoke_config.yml"
-        ),
-        max_wait=180,
-    )
-
-    event_invoke_config = aws_client.lambda_.get_function_event_invoke_config(
-        FunctionName=stack.outputs["FunctionName"],
-        Qualifier=stack.outputs["FunctionQualifier"],
-    )
-
-    snapshot.match("event_invoke_config", event_invoke_config)
-
-
-@markers.snapshot.skip_snapshot_verify(
-    paths=[
-        # Lambda ZIP flaky in CI
-        "$..CodeSize",
-    ]
-)
-@markers.aws.validated
-def test_lambda_version(deploy_cfn_template, snapshot, aws_client):
-    snapshot.add_transformer(snapshot.transform.cloudformation_api())
-    snapshot.add_transformer(snapshot.transform.lambda_api())
-    snapshot.add_transformer(
-        SortingTransformer("StackResources", lambda sr: sr["LogicalResourceId"])
-    )
-    snapshot.add_transformer(snapshot.transform.key_value("CodeSha256"))
-
-    deployment = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/cfn_lambda_version.yaml"
-        ),
-        max_wait=180,
-    )
-    function_name = deployment.outputs["FunctionName"]
-    function_version = deployment.outputs["FunctionVersion"]
-
-    invoke_result = aws_client.lambda_.invoke(
-        FunctionName=function_name, Qualifier=function_version, Payload=b"{}"
-    )
-    assert "FunctionError" not in invoke_result
-    snapshot.match("invoke_result", invoke_result)
-
-    stack_resources = aws_client.cloudformation.describe_stack_resources(
-        StackName=deployment.stack_id
-    )
-    snapshot.match("stack_resources", stack_resources)
-
-    versions_by_fn = aws_client.lambda_.list_versions_by_function(FunctionName=function_name)
-    get_function_version = aws_client.lambda_.get_function(
-        FunctionName=function_name, Qualifier=function_version
-    )
-
-    snapshot.match("versions_by_fn", versions_by_fn)
-    snapshot.match("get_function_version", get_function_version)
-
-
-@markers.snapshot.skip_snapshot_verify(
-    paths=[
-        # Lambda ZIP flaky in CI
-        "$..CodeSize",
-    ]
-)
-@markers.aws.validated
-def test_lambda_version_provisioned_concurrency(deploy_cfn_template, snapshot, aws_client):
-    """Provisioned concurrency slows down the test case considerably (~2min 40s on AWS)
-    because CloudFormation waits until the provisioned Lambda functions are ready.
-    """
-    snapshot.add_transformer(snapshot.transform.cloudformation_api())
-    snapshot.add_transformer(snapshot.transform.lambda_api())
-    snapshot.add_transformer(
-        SortingTransformer("StackResources", lambda sr: sr["LogicalResourceId"])
-    )
-    snapshot.add_transformer(snapshot.transform.key_value("CodeSha256"))
-
-    deployment = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__),
-            "../../../../../templates/cfn_lambda_version_provisioned_concurrency.yaml",
-        ),
-        max_wait=240,
-    )
-    function_name = deployment.outputs["FunctionName"]
-    function_version = deployment.outputs["FunctionVersion"]
-
-    invoke_result = aws_client.lambda_.invoke(
-        FunctionName=function_name, Qualifier=function_version, Payload=b"{}"
-    )
-    assert "FunctionError" not in invoke_result
-    snapshot.match("invoke_result", invoke_result)
-
-    stack_resources = aws_client.cloudformation.describe_stack_resources(
-        StackName=deployment.stack_id
-    )
-    snapshot.match("stack_resources", stack_resources)
-
-    versions_by_fn = aws_client.lambda_.list_versions_by_function(FunctionName=function_name)
-    get_function_version = aws_client.lambda_.get_function(
-        FunctionName=function_name, Qualifier=function_version
-    )
-
-    snapshot.match("versions_by_fn", versions_by_fn)
-    snapshot.match("get_function_version", get_function_version)
-
-    provisioned_concurrency_config = aws_client.lambda_.get_provisioned_concurrency_config(
-        FunctionName=function_name,
-        Qualifier=function_version,
-    )
-    snapshot.match("provisioned_concurrency_config", provisioned_concurrency_config)
-
-
-@markers.aws.validated
-def test_lambda_cfn_run(deploy_cfn_template, aws_client):
-    """
-    simply deploys a lambda and immediately invokes it
-    """
-    deployment = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/cfn_lambda_simple.yaml"
-        ),
-        max_wait=120,
-    )
-    fn_name = deployment.outputs["FunctionName"]
-    assert (
-        aws_client.lambda_.get_function(FunctionName=fn_name)["Configuration"]["State"]
-        == State.Active
-    )
-    aws_client.lambda_.invoke(FunctionName=fn_name, LogType="Tail", Payload=b"{}")
-
-
-@pytest.mark.skip(reason="CFNV2:Other")
-@markers.aws.only_localstack(reason="This is functionality specific to Localstack")
-def test_lambda_cfn_run_with_empty_string_replacement_deny_list(
-    deploy_cfn_template, aws_client, monkeypatch
-):
-    """
-    deploys the same lambda with an empty CFN string deny list, testing that it behaves as expected
-    (i.e. the URLs in the deny list are modified)
-    """
-    monkeypatch.setattr(config, "CFN_STRING_REPLACEMENT_DENY_LIST", [])
-    deployment = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__),
-            "../../../../../templates/cfn_lambda_with_external_api_paths_in_env_vars.yaml",
-        ),
-        max_wait=120,
-    )
-    function = aws_client.lambda_.get_function(FunctionName=deployment.outputs["FunctionName"])
-    function_env_variables = function["Configuration"]["Environment"]["Variables"]
-    # URLs that match regex to capture AWS URLs gets Localstack port appended - non-matching URLs remain unchanged.
-    assert function_env_variables["API_URL_1"] == "https://api.example.com"
-    assert (
-        function_env_variables["API_URL_2"]
-        == "https://storage.execute-api.amazonaws.com:4566/test-resource"
-    )
-    assert (
-        function_env_variables["API_URL_3"]
-        == "https://reporting.execute-api.amazonaws.com:4566/test-resource"
-    )
-    assert (
-        function_env_variables["API_URL_4"]
-        == "https://blockchain.execute-api.amazonaws.com:4566/test-resource"
-    )
-
-
-@pytest.mark.skip(reason="CFNV2:Other")
-@markers.aws.only_localstack(reason="This is functionality specific to Localstack")
-def test_lambda_cfn_run_with_non_empty_string_replacement_deny_list(
-    deploy_cfn_template, aws_client, monkeypatch
-):
-    """
-    deploys the same lambda with a non-empty CFN string deny list configurations, testing that it behaves as expected
-    (i.e. the URLs in the deny list are not modified)
-    """
-    monkeypatch.setattr(
-        config,
-        "CFN_STRING_REPLACEMENT_DENY_LIST",
-        [
-            "https://storage.execute-api.us-east-2.amazonaws.com/test-resource",
-            "https://reporting.execute-api.us-east-1.amazonaws.com/test-resource",
-        ],
-    )
-    deployment = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__),
-            "../../../../../templates/cfn_lambda_with_external_api_paths_in_env_vars.yaml",
-        ),
-        max_wait=120,
-    )
-    function = aws_client.lambda_.get_function(FunctionName=deployment.outputs["FunctionName"])
-    function_env_variables = function["Configuration"]["Environment"]["Variables"]
-    # URLs that match regex to capture AWS URLs but are explicitly in the deny list, don't get modified -
-    # non-matching URLs remain unchanged.
-    assert function_env_variables["API_URL_1"] == "https://api.example.com"
-    assert (
-        function_env_variables["API_URL_2"]
-        == "https://storage.execute-api.us-east-2.amazonaws.com/test-resource"
-    )
-    assert (
-        function_env_variables["API_URL_3"]
-        == "https://reporting.execute-api.us-east-1.amazonaws.com/test-resource"
-    )
-    assert (
-        function_env_variables["API_URL_4"]
-        == "https://blockchain.execute-api.amazonaws.com:4566/test-resource"
-    )
-
-
-@pytest.mark.skip(reason="broken/notimplemented")
-@markers.aws.validated
-def test_lambda_vpc(deploy_cfn_template, aws_client):
-    """
-    this test showcases a very long-running deployment of a fairly straight forward lambda function
-    cloudformation will poll get_function until the active state has been reached
-    """
-    fn_name = f"vpc-lambda-fn-{short_uid()}"
-    deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/cfn_lambda_vpc.yaml"
-        ),
-        parameters={
-            "FunctionNameParam": fn_name,
-        },
-        max_wait=600,
-    )
-    assert (
-        aws_client.lambda_.get_function(FunctionName=fn_name)["Configuration"]["State"]
-        == State.Active
-    )
-    aws_client.lambda_.invoke(FunctionName=fn_name, LogType="Tail", Payload=b"{}")
-
-
-@markers.aws.validated
-def test_update_lambda_permissions(deploy_cfn_template, aws_client):
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/cfn_lambda_permission.yml"
-        )
-    )
-
-    new_principal = aws_client.sts.get_caller_identity()["Account"]
-
-    deploy_cfn_template(
-        is_update=True,
-        stack_name=stack.stack_name,
-        parameters={"PrincipalForPermission": new_principal},
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/cfn_lambda_permission.yml"
-        ),
-    )
-
-    policy = aws_client.lambda_.get_policy(FunctionName=stack.outputs["FunctionName"])
-
-    # The behaviour of thi principal acocunt setting changes with aws or lambda providers
-    principal = json.loads(policy["Policy"])["Statement"][0]["Principal"]
-    if isinstance(principal, dict):
-        principal = principal.get("AWS") or principal.get("Service", "")
-
-    assert new_principal in principal
-
-
-@markers.aws.validated
-def test_multiple_lambda_permissions_for_singlefn(deploy_cfn_template, snapshot, aws_client):
-    deploy = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__),
-            "../../../../../templates/cfn_lambda_permission_multiple.yaml",
-        ),
-        max_wait=240,
-    )
-    fn_name = deploy.outputs["LambdaName"]
-    p1_sid = deploy.outputs["PermissionLambda"]
-    p2_sid = deploy.outputs["PermissionStates"]
-
-    snapshot.add_transformer(snapshot.transform.regex(p1_sid, "<p1-sid>"))
-    snapshot.add_transformer(snapshot.transform.regex(p2_sid, "<p2-sid>"))
-    snapshot.add_transformer(snapshot.transform.regex(fn_name, "<fn-name>"))
-    snapshot.add_transformer(SortingTransformer("Statement", lambda s: s["Sid"]))
-
-    policy = aws_client.lambda_.get_policy(FunctionName=fn_name)
-    # load the policy json, so we can properly snapshot it
-    policy["Policy"] = json.loads(policy["Policy"])
-    snapshot.match("policy", policy)
-
-
-@markers.aws.validated
-@markers.snapshot.skip_snapshot_verify(
-    paths=[
-        # Added by CloudFormation
-        "$..Tags.'aws:cloudformation:logical-id'",
-        "$..Tags.'aws:cloudformation:stack-id'",
-        "$..Tags.'aws:cloudformation:stack-name'",
-    ]
-)
-def test_lambda_function_tags(deploy_cfn_template, aws_client, snapshot):
-    snapshot.add_transformer(snapshot.transform.cloudformation_api())
-    snapshot.add_transformer(snapshot.transform.lambda_api())
-    snapshot.add_transformer(snapshot.transform.key_value("CodeSha256"))
-
-    function_name = f"fn-{short_uid()}"
-    environment = f"dev-{short_uid()}"
-    snapshot.add_transformer(snapshot.transform.regex(environment, "<environment>"))
-
-    deployment = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__),
-            "../../../../../templates/cfn_lambda_with_tags.yml",
-        ),
-        parameters={
-            "FunctionName": function_name,
-            "Environment": environment,
-        },
-    )
-    snapshot.add_transformer(snapshot.transform.regex(deployment.stack_name, "<stack-name>"))
-
-    get_function_result = aws_client.lambda_.get_function(FunctionName=function_name)
-    snapshot.match("get_function_result", get_function_result)
-
-
-class TestCfnLambdaIntegrations:
-    @markers.snapshot.skip_snapshot_verify(
-        paths=[
-            "$..Attributes.EffectiveDeliveryPolicy",  # broken in sns right now. needs to be wrapped within an http key
-            "$..Attributes.DeliveryPolicy",  # shouldn't be there
-            "$..Attributes.Policy",  # missing SNS:Receive
-            "$..CodeSize",
-            "$..Configuration.Layers",
-            "$..Tags",  # missing cloudformation automatic resource tags for the lambda function
-        ]
-    )
-    @markers.aws.validated
-    def test_cfn_lambda_permissions(self, deploy_cfn_template, snapshot, aws_client):
-        """
-        * Lambda Function
-        * Lambda Permission
-        * SNS Topic
-        """
-
-        snapshot.add_transformer(snapshot.transform.cloudformation_api())
-        snapshot.add_transformer(snapshot.transform.lambda_api())
-        snapshot.add_transformer(snapshot.transform.sns_api())
-        snapshot.add_transformer(
-            SortingTransformer("StackResources", lambda sr: sr["LogicalResourceId"]), priority=-1
-        )
-        snapshot.add_transformer(snapshot.transform.key_value("CodeSha256"))
-        snapshot.add_transformer(
-            snapshot.transform.key_value("Sid"), priority=-1
-        )  # TODO: need a better snapshot construct here
-        # Sid format: e.g. `<logical resource id>-6JTUCQQ17UXN`
-
-        deployment = deploy_cfn_template(
-            template_path=os.path.join(
-                os.path.dirname(__file__),
-                "../../../../../templates/cfn_lambda_sns_permissions.yaml",
-            ),
-            max_wait=240,
-        )
-
-        # verify by checking APIs
-
-        stack_resources = aws_client.cloudformation.describe_stack_resources(
-            StackName=deployment.stack_id
-        )
-        snapshot.match("stack_resources", stack_resources)
-
-        fn_name = deployment.outputs["FunctionName"]
-        topic_arn = deployment.outputs["TopicArn"]
-
-        get_function_result = aws_client.lambda_.get_function(FunctionName=fn_name)
-        get_topic_attributes_result = aws_client.sns.get_topic_attributes(TopicArn=topic_arn)
-        get_policy_result = aws_client.lambda_.get_policy(FunctionName=fn_name)
-        snapshot.match("get_function_result", get_function_result)
-        snapshot.match("get_topic_attributes_result", get_topic_attributes_result)
-        snapshot.match("get_policy_result", get_policy_result)
-
-        # check that lambda is invoked
-
-        msg = f"msg-verification-{short_uid()}"
-        aws_client.sns.publish(Message=msg, TopicArn=topic_arn)
-
-        def wait_logs():
-            log_events = aws_client.logs.filter_log_events(logGroupName=f"/aws/lambda/{fn_name}")[
-                "events"
-            ]
-            return any(msg in e["message"] for e in log_events)
-
-        assert wait_until(wait_logs)
-
-    @markers.snapshot.skip_snapshot_verify(
-        paths=[
-            # Lambda
-            "$..Tags",
-            "$..Configuration.CodeSize",  # Lambda ZIP flaky in CI
-            # SQS
-            "$..Attributes.SqsManagedSseEnabled",
-            # IAM
-            "$..PolicyNames",
-            "$..PolicyName",
-            "$..Role.Description",
-            "$..Role.MaxSessionDuration",
-            "$..StackResources..PhysicalResourceId",  # TODO: compatibility between AWS URL and localstack URL
-        ]
-    )
-    @markers.aws.validated
-    def test_cfn_lambda_sqs_source(self, deploy_cfn_template, snapshot, aws_client):
-        """
-        Resources:
-        * Lambda Function
-        * SQS Queue
-        * EventSourceMapping
-        * IAM Roles/Policies (e.g. sqs:ReceiveMessage for lambda service to poll SQS)
-        """
-
-        snapshot.add_transformer(snapshot.transform.cloudformation_api())
-        snapshot.add_transformer(snapshot.transform.lambda_api())
-        snapshot.add_transformer(snapshot.transform.sns_api())
-        snapshot.add_transformer(
-            SortingTransformer("StackResources", lambda sr: sr["LogicalResourceId"]), priority=-1
-        )
-        snapshot.add_transformer(snapshot.transform.key_value("CodeSha256"))
-        snapshot.add_transformer(snapshot.transform.key_value("RoleId"))
-
-        deployment = deploy_cfn_template(
-            template_path=os.path.join(
-                os.path.dirname(__file__), "../../../../../templates/cfn_lambda_sqs_source.yaml"
-            ),
-            max_wait=240,
-        )
-        fn_name = deployment.outputs["FunctionName"]
-        queue_url = deployment.outputs["QueueUrl"]
-        esm_id = deployment.outputs["ESMId"]
-
-        stack_resources = aws_client.cloudformation.describe_stack_resources(
-            StackName=deployment.stack_id
-        )
-
-        # IAM::Policy seems to have a pretty weird physical resource ID (e.g. stack-fnSe-3OZPF82JL41D)
-        iam_policy_resource = aws_client.cloudformation.describe_stack_resource(
-            StackName=deployment.stack_id, LogicalResourceId="fnServiceRoleDefaultPolicy0ED5D3E5"
-        )
-        snapshot.add_transformer(
-            snapshot.transform.regex(
-                iam_policy_resource["StackResourceDetail"]["PhysicalResourceId"],
-                "<iam-policy-physicalid>",
-            )
-        )
-
-        snapshot.match("stack_resources", stack_resources)
-
-        # query service APIs for resource states
-        get_function_result = aws_client.lambda_.get_function(FunctionName=fn_name)
-        get_esm_result = aws_client.lambda_.get_event_source_mapping(UUID=esm_id)
-        get_queue_atts_result = aws_client.sqs.get_queue_attributes(
-            QueueUrl=queue_url, AttributeNames=["All"]
-        )
-        role_arn = get_function_result["Configuration"]["Role"]
-        role_name = role_arn.partition("role/")[-1]
-        get_role_result = aws_client.iam.get_role(RoleName=role_name)
-        list_attached_role_policies_result = aws_client.iam.list_attached_role_policies(
-            RoleName=role_name
-        )
-        list_inline_role_policies_result = aws_client.iam.list_role_policies(RoleName=role_name)
-        policies = []
-        for rp in list_inline_role_policies_result["PolicyNames"]:
-            get_rp_result = aws_client.iam.get_role_policy(RoleName=role_name, PolicyName=rp)
-            policies.append(get_rp_result)
-
-        snapshot.add_transformer(
-            snapshot.transform.jsonpath(
-                "$..policies..ResponseMetadata", "<response-metadata>", reference_replacement=False
-            )
-        )
-
-        snapshot.match("role_policies", {"policies": policies})
-        snapshot.match("get_function_result", get_function_result)
-        snapshot.match("get_esm_result", get_esm_result)
-        snapshot.match("get_queue_atts_result", get_queue_atts_result)
-        snapshot.match("get_role_result", get_role_result)
-        snapshot.match("list_attached_role_policies_result", list_attached_role_policies_result)
-        snapshot.match("list_inline_role_policies_result", list_inline_role_policies_result)
-
-        # TODO: extract
-        # TODO: is this even necessary? should the cloudformation deployment guarantee that this is enabled already?
-        def wait_esm_active():
-            try:
-                return (
-                    aws_client.lambda_.get_event_source_mapping(UUID=esm_id)["State"] == "Enabled"
-                )
-            except Exception as e:
-                print(e)
-
-        assert wait_until(wait_esm_active)
-
-        msg = f"msg-verification-{short_uid()}"
-        aws_client.sqs.send_message(QueueUrl=queue_url, MessageBody=msg)
-
-        # TODO: extract
-        def wait_logs():
-            log_events = aws_client.logs.filter_log_events(logGroupName=f"/aws/lambda/{fn_name}")[
-                "events"
-            ]
-            return any(msg in e["message"] for e in log_events)
-
-        assert wait_until(wait_logs)
-
-        deployment.destroy()
-        with pytest.raises(aws_client.lambda_.exceptions.ResourceNotFoundException):
-            aws_client.lambda_.get_event_source_mapping(UUID=esm_id)
-
-    # TODO: consider moving into the dedicated DynamoDB => Lambda tests because it tests the filtering functionality rather than CloudFormation (just using CF to deploy resources)
-    #  tests.aws.services.lambda_.test_lambda_integration_dynamodbstreams.TestDynamoDBEventSourceMapping.test_dynamodb_event_filter
-    @markers.aws.validated
-    def test_lambda_dynamodb_event_filter(
-        self, dynamodb_wait_for_table_active, deploy_cfn_template, aws_client, monkeypatch
-    ):
-        function_name = f"test-fn-{short_uid()}"
-        table_name = f"ddb-tbl-{short_uid()}"
-
-        item_to_put = {
-            "PK": {"S": "person1"},
-            "SK": {"S": "details"},
-            "name": {"S": "John Doe"},
-        }
-
-        deploy_cfn_template(
-            template_path=os.path.join(
-                os.path.dirname(__file__),
-                "../../../../../templates/lambda_dynamodb_event_filter.yaml",
-            ),
-            parameters={
-                "FunctionName": function_name,
-                "TableName": table_name,
-                "Filter": '{"dynamodb": {"NewImage": {"homemade": {"S": [{"exists": false}]}}}}',
-            },
-        )
-        aws_client.dynamodb.put_item(TableName=table_name, Item=item_to_put)
-
-        def _send_events():
-            log_events = aws_client.logs.filter_log_events(
-                logGroupName=f"/aws/lambda/{function_name}"
-            )["events"]
-            return any("Hello world!" in e["message"] for e in log_events)
-
-        sleep = 10 if os.getenv("TEST_TARGET") == "AWS_CLOUD" else 1
-        assert wait_until(_send_events, wait=sleep, max_retries=50)
-
-    @markers.snapshot.skip_snapshot_verify(
-        paths=[
-            # Lambda
-            "$..Tags",
-            "$..Configuration.CodeSize",  # Lambda ZIP flaky in CI
-            # IAM
-            "$..PolicyNames",
-            "$..policies..PolicyName",
-            "$..Role.Description",
-            "$..Role.MaxSessionDuration",
-            "$..StackResources..LogicalResourceId",
-            "$..StackResources..PhysicalResourceId",
-            # dynamodb describe_table
-            "$..Table.ProvisionedThroughput.LastDecreaseDateTime",
-            "$..Table.ProvisionedThroughput.LastIncreaseDateTime",
-            "$..Table.Replicas",
-            # stream result
-            "$..StreamDescription.CreationRequestDateTime",
-        ]
-    )
-    @markers.aws.validated
-    def test_cfn_lambda_dynamodb_source(self, deploy_cfn_template, snapshot, aws_client):
-        """
-        Resources:
-        * Lambda Function
-        * DynamoDB Table + Stream
-        * EventSourceMapping
-        * IAM Roles/Policies (e.g. dynamodb:GetRecords for lambda service to poll dynamodb)
-        """
-
-        snapshot.add_transformer(snapshot.transform.cloudformation_api())
-        snapshot.add_transformer(snapshot.transform.lambda_api())
-        snapshot.add_transformer(snapshot.transform.dynamodb_api())
-        snapshot.add_transformer(
-            SortingTransformer("StackResources", lambda sr: sr["LogicalResourceId"]), priority=-1
-        )
-        snapshot.add_transformer(snapshot.transform.key_value("CodeSha256"))
-        snapshot.add_transformer(snapshot.transform.key_value("RoleId"))
-        snapshot.add_transformer(
-            snapshot.transform.key_value("ShardId", reference_replacement=False)
-        )
-        snapshot.add_transformer(
-            snapshot.transform.key_value("StartingSequenceNumber", reference_replacement=False)
-        )
-
-        deployment = deploy_cfn_template(
-            template_path=os.path.join(
-                os.path.dirname(__file__),
-                "../../../../../templates/cfn_lambda_dynamodb_source.yaml",
-            ),
-            max_wait=240,
-        )
-        fn_name = deployment.outputs["FunctionName"]
-        table_name = deployment.outputs["TableName"]
-        stream_arn = deployment.outputs["StreamArn"]
-        esm_id = deployment.outputs["ESMId"]
-
-        stack_resources = aws_client.cloudformation.describe_stack_resources(
-            StackName=deployment.stack_id
-        )
-
-        # IAM::Policy seems to have a pretty weird physical resource ID (e.g. stack-fnSe-3OZPF82JL41D)
-        iam_policy_resource = aws_client.cloudformation.describe_stack_resource(
-            StackName=deployment.stack_id, LogicalResourceId="fnServiceRoleDefaultPolicy0ED5D3E5"
-        )
-        snapshot.add_transformer(
-            snapshot.transform.regex(
-                iam_policy_resource["StackResourceDetail"]["PhysicalResourceId"],
-                "<iam-policy-physicalid>",
-            )
-        )
-
-        snapshot.match("stack_resources", stack_resources)
-
-        # query service APIs for resource states
-        get_function_result = aws_client.lambda_.get_function(FunctionName=fn_name)
-        get_esm_result = aws_client.lambda_.get_event_source_mapping(UUID=esm_id)
-
-        describe_table_result = aws_client.dynamodb.describe_table(TableName=table_name)
-        describe_stream_result = aws_client.dynamodbstreams.describe_stream(StreamArn=stream_arn)
-        role_arn = get_function_result["Configuration"]["Role"]
-        role_name = role_arn.partition("role/")[-1]
-        get_role_result = aws_client.iam.get_role(RoleName=role_name)
-        list_attached_role_policies_result = aws_client.iam.list_attached_role_policies(
-            RoleName=role_name
-        )
-        list_inline_role_policies_result = aws_client.iam.list_role_policies(RoleName=role_name)
-        policies = []
-        for rp in list_inline_role_policies_result["PolicyNames"]:
-            get_rp_result = aws_client.iam.get_role_policy(RoleName=role_name, PolicyName=rp)
-            policies.append(get_rp_result)
-
-        snapshot.add_transformer(
-            snapshot.transform.jsonpath(
-                "$..policies..ResponseMetadata", "<response-metadata>", reference_replacement=False
-            )
-        )
-
-        snapshot.match("role_policies", {"policies": policies})
-        snapshot.match("get_function_result", get_function_result)
-        snapshot.match("get_esm_result", get_esm_result)
-        snapshot.match("describe_table_result", describe_table_result)
-        snapshot.match("describe_stream_result", describe_stream_result)
-        snapshot.match("get_role_result", get_role_result)
-        snapshot.match("list_attached_role_policies_result", list_attached_role_policies_result)
-        snapshot.match("list_inline_role_policies_result", list_inline_role_policies_result)
-
-        # TODO: extract
-        # TODO: is this even necessary? should the cloudformation deployment guarantee that this is enabled already?
-        def wait_esm_active():
-            try:
-                return (
-                    aws_client.lambda_.get_event_source_mapping(UUID=esm_id)["State"] == "Enabled"
-                )
-            except Exception as e:
-                print(e)
-
-        assert wait_until(wait_esm_active)
-
-        msg = f"msg-verification-{short_uid()}"
-        aws_client.dynamodb.put_item(
-            TableName=table_name, Item={"id": {"S": "test"}, "msg": {"S": msg}}
-        )
-
-        # TODO: extract
-        def wait_logs():
-            log_events = aws_client.logs.filter_log_events(logGroupName=f"/aws/lambda/{fn_name}")[
-                "events"
-            ]
-            return any(msg in e["message"] for e in log_events)
-
-        assert wait_until(wait_logs)
-
-        deployment.destroy()
-        with pytest.raises(aws_client.lambda_.exceptions.ResourceNotFoundException):
-            aws_client.lambda_.get_event_source_mapping(UUID=esm_id)
-
-    @markers.snapshot.skip_snapshot_verify(
-        paths=[
-            "$..Role.Description",
-            "$..Role.MaxSessionDuration",
-            "$..Configuration.CodeSize",
-            "$..Tags",
-            # TODO: wait for ESM to become active in CloudFormation to mitigate these flaky fields
-            "$..Configuration.LastUpdateStatus",
-            "$..Configuration.State",
-            "$..Configuration.StateReason",
-            "$..Configuration.StateReasonCode",
-        ],
-    )
-    @markers.aws.validated
-    def test_cfn_lambda_kinesis_source(self, deploy_cfn_template, snapshot, aws_client):
-        """
-        Resources:
-        * Lambda Function
-        * Kinesis Stream
-        * EventSourceMapping
-        * IAM Roles/Policies (e.g. kinesis:GetRecords for lambda service to poll kinesis)
-        """
-
-        snapshot.add_transformer(snapshot.transform.cloudformation_api())
-        snapshot.add_transformer(snapshot.transform.lambda_api())
-        snapshot.add_transformer(snapshot.transform.kinesis_api())
-        snapshot.add_transformer(
-            SortingTransformer("StackResources", lambda sr: sr["LogicalResourceId"]), priority=-1
-        )
-        snapshot.add_transformer(snapshot.transform.key_value("CodeSha256"))
-        snapshot.add_transformer(snapshot.transform.key_value("RoleId"))
-        snapshot.add_transformer(
-            snapshot.transform.key_value("ShardId", reference_replacement=False)
-        )
-        snapshot.add_transformer(
-            snapshot.transform.key_value("StartingSequenceNumber", reference_replacement=False)
-        )
-
-        deployment = deploy_cfn_template(
-            template_path=os.path.join(
-                os.path.dirname(__file__), "../../../../../templates/cfn_lambda_kinesis_source.yaml"
-            ),
-            max_wait=240,
-        )
-        fn_name = deployment.outputs["FunctionName"]
-        stream_name = deployment.outputs["StreamName"]
-        # stream_arn = deployment.outputs["StreamArn"]
-        esm_id = deployment.outputs["ESMId"]
-
-        stack_resources = aws_client.cloudformation.describe_stack_resources(
-            StackName=deployment.stack_id
-        )
-
-        # IAM::Policy seems to have a pretty weird physical resource ID (e.g. stack-fnSe-3OZPF82JL41D)
-        iam_policy_resource = aws_client.cloudformation.describe_stack_resource(
-            StackName=deployment.stack_id, LogicalResourceId="fnServiceRoleDefaultPolicy0ED5D3E5"
-        )
-        snapshot.add_transformer(
-            snapshot.transform.regex(
-                iam_policy_resource["StackResourceDetail"]["PhysicalResourceId"],
-                "<iam-policy-physicalid>",
-            )
-        )
-
-        snapshot.match("stack_resources", stack_resources)
-
-        # query service APIs for resource states
-        get_function_result = aws_client.lambda_.get_function(FunctionName=fn_name)
-        get_esm_result = aws_client.lambda_.get_event_source_mapping(UUID=esm_id)
-        describe_stream_result = aws_client.kinesis.describe_stream(StreamName=stream_name)
-        role_arn = get_function_result["Configuration"]["Role"]
-        role_name = role_arn.partition("role/")[-1]
-        get_role_result = aws_client.iam.get_role(RoleName=role_name)
-        list_attached_role_policies_result = aws_client.iam.list_attached_role_policies(
-            RoleName=role_name
-        )
-        list_inline_role_policies_result = aws_client.iam.list_role_policies(RoleName=role_name)
-        policies = []
-        for rp in list_inline_role_policies_result["PolicyNames"]:
-            get_rp_result = aws_client.iam.get_role_policy(RoleName=role_name, PolicyName=rp)
-            policies.append(get_rp_result)
-
-        snapshot.add_transformer(
-            snapshot.transform.jsonpath(
-                "$..policies..ResponseMetadata", "<response-metadata>", reference_replacement=False
-            )
-        )
-
-        snapshot.match("role_policies", {"policies": policies})
-        snapshot.match("get_function_result", get_function_result)
-        snapshot.match("get_esm_result", get_esm_result)
-        snapshot.match("describe_stream_result", describe_stream_result)
-        snapshot.match("get_role_result", get_role_result)
-        snapshot.match("list_attached_role_policies_result", list_attached_role_policies_result)
-        snapshot.match("list_inline_role_policies_result", list_inline_role_policies_result)
-
-        # TODO: extract
-        # TODO: is this even necessary? should the cloudformation deployment guarantee that this is enabled already?
-        def wait_esm_active():
-            try:
-                return (
-                    aws_client.lambda_.get_event_source_mapping(UUID=esm_id)["State"] == "Enabled"
-                )
-            except Exception as e:
-                print(e)
-
-        assert wait_until(wait_esm_active)
-
-        msg = f"msg-verification-{short_uid()}"
-        data_msg = to_str(base64.b64encode(to_bytes(msg)))
-        aws_client.kinesis.put_record(
-            StreamName=stream_name, Data=msg, PartitionKey="samplepartitionkey"
-        )
-
-        # TODO: extract
-        def wait_logs():
-            log_events = aws_client.logs.filter_log_events(logGroupName=f"/aws/lambda/{fn_name}")[
-                "events"
-            ]
-            return any(data_msg in e["message"] for e in log_events)
-
-        assert wait_until(wait_logs)
-
-        deployment.destroy()
-
-        with pytest.raises(aws_client.lambda_.exceptions.ResourceNotFoundException):
-            aws_client.lambda_.get_event_source_mapping(UUID=esm_id)
-
-
-class TestCfnLambdaDestinations:
-    """
-    generic cases
-    1. verify payload
-
-    - [ ] SNS destination success
-    - [ ] SNS destination failure
-    - [ ] SQS destination success
-    - [ ] SQS destination failure
-    - [ ] Lambda destination success
-    - [ ] Lambda destination failure
-    - [ ] EventBridge destination success
-    - [ ] EventBridge destination failure
-
-    meta cases
-    * test max event age
-    * test retry count
-    * qualifier issues
-    * reserved concurrency set to 0 => should immediately go to failure destination / dlq
-    * combination with DLQ
-    * test with a very long queue (reserved concurrency 1, high function duration, low max event age)
-
-    edge cases
-    - [ ] Chaining async lambdas
-
-    doc:
-    "If the function doesn't have enough concurrency available to process all events, additional requests are throttled.
-    For throttling errors (429) and system errors (500-series), Lambda returns the event to the queue and attempts to run the function again for up to 6 hours.
-    The retry interval increases exponentially from 1 second after the first attempt to a maximum of 5 minutes.
-    If the queue contains many entries, Lambda increases the retry interval and reduces the rate at which it reads events from the queue."
-
-    """
-
-    @pytest.mark.parametrize(
-        ["on_success", "on_failure"],
-        [
-            ("sqs", "sqs"),
-            # TODO: test needs further work
-            # ("sns", "sns"),
-            # ("lambda", "lambda"),
-            # ("eventbridge", "eventbridge")
-        ],
-    )
-    @markers.aws.validated
-    def test_generic_destination_routing(
-        self, deploy_cfn_template, on_success, on_failure, aws_client
-    ):
-        """
-        This fairly simple template lets us choose between the 4 different destinations for both OnSuccess as well as OnFailure.
-        The template chooses between one of 4 ARNs via indexed access according to this mapping:
-
-        0: SQS
-        1: SNS
-        2: Lambda
-        3: EventBridge
-
-        All of them are connected downstream to another Lambda function.
-        This function can be used to verify that the payload has propagated through the hole scenario.
-        It also allows us to verify the specific payload format depending on the service integration.
-
-                       │
-                       ▼
-                    Lambda
-                       │
-            ┌──────┬───┴───┬───────┐
-            │      │       │       │
-            ▼      ▼       ▼       ▼
-        (direct)  SQS     SNS  EventBridge
-            │      │       │       │
-            │      │       │       │
-            └──────┴───┬───┴───────┘
-                       │
-                       ▼
-                     Lambda
-
-        # TODO: fix eventbridge name (reuse?)
-        """
-
-        name_to_index_map = {"sqs": "0", "sns": "1", "lambda": "2", "eventbridge": "3"}
-
-        deployment = deploy_cfn_template(
-            template_path=os.path.join(
-                os.path.dirname(__file__), "../../../../../templates/cfn_lambda_destinations.yaml"
-            ),
-            parameters={
-                # "RetryParam": "",
-                # "MaxEventAgeSecondsParam": "",
-                # "QualifierParameter": "",
-                "OnSuccessSwitch": name_to_index_map[on_success],
-                "OnFailureSwitch": name_to_index_map[on_failure],
-            },
-            max_wait=600,
-        )
-
-        invoke_fn_name = deployment.outputs["LambdaName"]
-        collect_fn_name = deployment.outputs["CollectLambdaName"]
-
-        msg = f"message-{short_uid()}"
-
-        # Success case
-        aws_client.lambda_.invoke(
-            FunctionName=invoke_fn_name,
-            Payload=to_bytes(json.dumps({"message": msg, "should_fail": "0"})),
-            InvocationType=InvocationType.Event,
-        )
-
-        # Failure case
-        aws_client.lambda_.invoke(
-            FunctionName=invoke_fn_name,
-            Payload=to_bytes(json.dumps({"message": msg, "should_fail": "1"})),
-            InvocationType=InvocationType.Event,
-        )
-
-        def wait_for_logs():
-            events = aws_client.logs.filter_log_events(
-                logGroupName=f"/aws/lambda/{collect_fn_name}"
-            )["events"]
-            message_events = [e["message"] for e in events if msg in e["message"]]
-            return len(message_events) >= 2
-            # return len(events) >= 6  # note: each invoke comes with at least 3 events even without printing
-
-        wait_until(wait_for_logs)
-
-
-@markers.aws.validated
-def test_python_lambda_code_deployed_via_s3(deploy_cfn_template, aws_client, s3_bucket):
-    bucket_key = "handler.zip"
-    zip_file = create_lambda_archive(
-        load_file(
-            os.path.join(os.path.dirname(__file__), "../../../../lambda_/functions/lambda_echo.py")
-        ),
-        get_content=True,
-        runtime=Runtime.python3_12,
-    )
-    aws_client.s3.upload_fileobj(BytesIO(zip_file), s3_bucket, bucket_key)
-
-    deployment = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/cfn_lambda_s3_code.yaml"
-        ),
-        parameters={
-            "LambdaCodeBucket": s3_bucket,
-            "LambdaRuntime": "python3.10",
-            "LambdaHandler": "handler.handler",
-        },
-    )
-
-    function_name = deployment.outputs["LambdaName"]
-    invocation_result = aws_client.lambda_.invoke(
-        FunctionName=function_name, Payload=json.dumps({"hello": "world"})
-    )
-    payload = json.load(invocation_result["Payload"])
-    assert payload == {"hello": "world"}
-    assert invocation_result["StatusCode"] == 200
-
-
-@markers.aws.validated
-def test_lambda_cfn_dead_letter_config_async_invocation(
-    deploy_cfn_template, aws_client, s3_create_bucket, snapshot
-):
-    # invoke intentionally failing lambda async, which then forwards to the DLQ as configured.
-    snapshot.add_transformer(snapshot.transform.cloudformation_api())
-    snapshot.add_transformer(snapshot.transform.lambda_api())
-    snapshot.add_transformer(snapshot.transform.sqs_api())
-
-    # cfn template was generated via serverless, but modified to work with pure cloudformation
-    s3_bucket = s3_create_bucket()
-    bucket_key = "serverless/dlq/local/1701682216701-2023-12-04T09:30:16.701Z/dlq.zip"
-
-    zip_file = create_lambda_archive(
-        load_file(
-            os.path.join(
-                os.path.dirname(__file__), "../../../../lambda_/functions/lambda_handler_error.py"
-            )
-        ),
-        get_content=True,
-        runtime=Runtime.python3_12,
-    )
-    aws_client.s3.upload_fileobj(BytesIO(zip_file), s3_bucket, bucket_key)
-
-    deployment = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/cfn_lambda_serverless.yml"
-        ),
-        parameters={"LambdaCodeBucket": s3_bucket},
-    )
-    function_name = deployment.outputs["LambdaName"]
-
-    # async invocation
-    aws_client.lambda_.invoke(FunctionName=function_name, InvocationType="Event")
-    dlq_queue = deployment.outputs["DLQName"]
-    response = {}
-
-    def check_dlq_message(response: dict):
-        response.update(aws_client.sqs.receive_message(QueueUrl=dlq_queue, VisibilityTimeout=0))
-        assert response.get("Messages")
-
-    retry(check_dlq_message, response=response, retries=5, sleep=2.5)
-    snapshot.match("failed-async-lambda", response)
-
-
-@markers.aws.validated
-def test_lambda_layer_crud(deploy_cfn_template, aws_client, s3_bucket, snapshot):
-    snapshot.add_transformers_list(
-        [snapshot.transform.key_value("LambdaName"), snapshot.transform.key_value("layer-name")]
-    )
-
-    layer_name = f"layer-{short_uid()}"
-    snapshot.match("layer-name", layer_name)
-
-    bucket_key = "layer.zip"
-    zip_file = create_lambda_archive(
-        "hello",
-        get_content=True,
-        runtime=Runtime.python3_12,
-        file_name="hello.txt",
-    )
-    aws_client.s3.upload_fileobj(BytesIO(zip_file), s3_bucket, bucket_key)
-
-    deployment = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/lambda_layer_version.yml"
-        ),
-        parameters={"LayerBucket": s3_bucket, "LayerName": layer_name},
-    )
-    snapshot.match("cfn-output", deployment.outputs)
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_lambda.snapshot.json b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_lambda.snapshot.json
deleted file mode 100644
index f5743e2e003e4..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_lambda.snapshot.json
+++ /dev/null
@@ -1,1892 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_lambda.py::test_cfn_function_url": {
-    "recorded-date": "16-04-2024, 08:16:02",
-    "recorded-content": {
-      "url_resource": {
-        "StackResourceDetail": {
-          "DriftInformation": {
-            "StackResourceDriftStatus": "NOT_CHECKED"
-          },
-          "LastUpdatedTimestamp": "timestamp",
-          "LogicalResourceId": "<url_logical_resource_id>",
-          "Metadata": {},
-          "PhysicalResourceId": "arn:<partition>:lambda:<region>:111111111111:function:<resource:1>",
-          "ResourceStatus": "CREATE_COMPLETE",
-          "ResourceType": "AWS::Lambda::Url",
-          "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-          "StackName": "<stack-name:1>"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "url_config": {
-        "AuthType": "NONE",
-        "CreationTime": "date",
-        "FunctionArn": "arn:<partition>:lambda:<region>:111111111111:function:<resource:1>",
-        "FunctionUrl": "<function-url:1>",
-        "InvokeMode": "BUFFERED",
-        "LastModifiedTime": "date",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "exception_url_config_nonexistent_version": {
-        "Error": {
-          "Code": "ResourceNotFoundException",
-          "Message": "The resource you requested does not exist."
-        },
-        "Message": "The resource you requested does not exist.",
-        "Type": "User",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 404
-        }
-      },
-      "url_config_arn": {
-        "AuthType": "NONE",
-        "CreationTime": "date",
-        "FunctionArn": "arn:<partition>:lambda:<region>:111111111111:function:<resource:1>",
-        "FunctionUrl": "<function-url:1>",
-        "InvokeMode": "BUFFERED",
-        "LastModifiedTime": "date",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "response_headers": {
-        "connection": "keep-alive",
-        "content-length": "17",
-        "content-type": "application/json",
-        "date": "date",
-        "x-amzn-requestid": "<uuid:1>",
-        "x-amzn-trace-id": "x-amzn-trace-id"
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_lambda.py::test_lambda_alias": {
-    "recorded-date": "07-05-2025, 15:39:26",
-    "recorded-content": {
-      "invoke_result": {
-        "ExecutedVersion": "1",
-        "Payload": {
-          "function_version": "1",
-          "initialization_type": null
-        },
-        "StatusCode": 200,
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "stack_resource_descriptions": {
-        "StackResources": [
-          {
-            "DriftInformation": {
-              "StackResourceDriftStatus": "NOT_CHECKED"
-            },
-            "LogicalResourceId": "FunctionAlias",
-            "PhysicalResourceId": "arn:<partition>:lambda:<region>:111111111111:function:<resource:1>",
-            "ResourceStatus": "CREATE_COMPLETE",
-            "ResourceType": "AWS::Lambda::Alias",
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-            "StackName": "<stack-name:1>",
-            "Timestamp": "timestamp"
-          },
-          {
-            "DriftInformation": {
-              "StackResourceDriftStatus": "NOT_CHECKED"
-            },
-            "LogicalResourceId": "LambdaFunction",
-            "PhysicalResourceId": "<function-name>",
-            "ResourceStatus": "CREATE_COMPLETE",
-            "ResourceType": "AWS::Lambda::Function",
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-            "StackName": "<stack-name:1>",
-            "Timestamp": "timestamp"
-          },
-          {
-            "DriftInformation": {
-              "StackResourceDriftStatus": "NOT_CHECKED"
-            },
-            "LogicalResourceId": "MyFnServiceRole",
-            "PhysicalResourceId": "<role-name>",
-            "ResourceStatus": "CREATE_COMPLETE",
-            "ResourceType": "AWS::IAM::Role",
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-            "StackName": "<stack-name:1>",
-            "Timestamp": "timestamp"
-          },
-          {
-            "DriftInformation": {
-              "StackResourceDriftStatus": "NOT_CHECKED"
-            },
-            "LogicalResourceId": "Version",
-            "PhysicalResourceId": "arn:<partition>:lambda:<region>:111111111111:function:<resource:3>",
-            "ResourceStatus": "CREATE_COMPLETE",
-            "ResourceType": "AWS::Lambda::Version",
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
-            "StackName": "<stack-name:1>",
-            "Timestamp": "timestamp"
-          }
-        ],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "Alias": {
-        "AliasArn": "arn:<partition>:lambda:<region>:111111111111:function:<resource:1>",
-        "Description": "",
-        "FunctionVersion": "1",
-        "Name": "<alias-name>",
-        "RevisionId": "<uuid:1>",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "provisioned_concurrency_config": {
-        "AllocatedProvisionedConcurrentExecutions": 1,
-        "AvailableProvisionedConcurrentExecutions": 1,
-        "LastModified": "date",
-        "RequestedProvisionedConcurrentExecutions": 1,
-        "Status": "READY",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_lambda.py::TestCfnLambdaIntegrations::test_cfn_lambda_permissions": {
-    "recorded-date": "09-04-2024, 07:26:03",
-    "recorded-content": {
-      "stack_resources": {
-        "StackResources": [
-          {
-            "DriftInformation": {
-              "StackResourceDriftStatus": "NOT_CHECKED"
-            },
-            "LogicalResourceId": "fn5FF616E3",
-            "PhysicalResourceId": "<resource:4>",
-            "ResourceStatus": "CREATE_COMPLETE",
-            "ResourceType": "AWS::Lambda::Function",
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-            "StackName": "<stack-name:1>",
-            "Timestamp": "timestamp"
-          },
-          {
-            "DriftInformation": {
-              "StackResourceDriftStatus": "NOT_CHECKED"
-            },
-            "LogicalResourceId": "fnAllowInvokeLambdaPermissionsStacktopicF723B1A748672DB5",
-            "PhysicalResourceId": "<sid:2>",
-            "ResourceStatus": "CREATE_COMPLETE",
-            "ResourceType": "AWS::Lambda::Permission",
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-            "StackName": "<stack-name:1>",
-            "Timestamp": "timestamp"
-          },
-          {
-            "DriftInformation": {
-              "StackResourceDriftStatus": "NOT_CHECKED"
-            },
-            "LogicalResourceId": "fnServiceRole5D180AFD",
-            "PhysicalResourceId": "<resource:5>",
-            "ResourceStatus": "CREATE_COMPLETE",
-            "ResourceType": "AWS::IAM::Role",
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-            "StackName": "<stack-name:1>",
-            "Timestamp": "timestamp"
-          },
-          {
-            "DriftInformation": {
-              "StackResourceDriftStatus": "NOT_CHECKED"
-            },
-            "LogicalResourceId": "fntopic09ED913A",
-            "PhysicalResourceId": "arn:<partition>:sns:<region>:111111111111:<resource:3>:<resource:2>",
-            "ResourceStatus": "CREATE_COMPLETE",
-            "ResourceType": "AWS::SNS::Subscription",
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-            "StackName": "<stack-name:1>",
-            "Timestamp": "timestamp"
-          },
-          {
-            "DriftInformation": {
-              "StackResourceDriftStatus": "NOT_CHECKED"
-            },
-            "LogicalResourceId": "topic69831491",
-            "PhysicalResourceId": "arn:<partition>:sns:<region>:111111111111:<resource:3>",
-            "ResourceStatus": "CREATE_COMPLETE",
-            "ResourceType": "AWS::SNS::Topic",
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-            "StackName": "<stack-name:1>",
-            "Timestamp": "timestamp"
-          }
-        ],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "get_function_result": {
-        "Code": {
-          "Location": "<location>",
-          "RepositoryType": "S3"
-        },
-        "Configuration": {
-          "Architectures": [
-            "x86_64"
-          ],
-          "CodeSha256": "<code-sha256:1>",
-          "CodeSize": "<code-size>",
-          "Description": "",
-          "EphemeralStorage": {
-            "Size": 512
-          },
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-      "layer-name": "<layer-name:1>",
-      "cfn-output": {
-        "LambdaArn": "arn:<partition>:lambda:<region>:111111111111:function:<lambda-name:1>",
-        "LambdaName": "<lambda-name:1>",
-        "LayerVersionArn": "arn:<partition>:lambda:<region>:111111111111:layer:<layer-name:1>:1",
-        "LayerVersionRef": "arn:<partition>:lambda:<region>:111111111111:layer:<layer-name:1>:1"
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_lambda.py::test_lambda_logging_config": {
-    "recorded-date": "08-04-2025, 12:10:56",
-    "recorded-content": {
-      "stack_resource_descriptions": {
-        "StackResources": [
-          {
-            "DriftInformation": {
-              "StackResourceDriftStatus": "NOT_CHECKED"
-            },
-            "LogicalResourceId": "logical-resource-id",
-            "PhysicalResourceId": "physical-resource-id",
-            "ResourceStatus": "CREATE_COMPLETE",
-            "ResourceType": "AWS::Lambda::Function",
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-            "StackName": "<stack-name:1>",
-            "Timestamp": "timestamp"
-          },
-          {
-            "DriftInformation": {
-              "StackResourceDriftStatus": "NOT_CHECKED"
-            },
-            "LogicalResourceId": "logical-resource-id",
-            "PhysicalResourceId": "physical-resource-id",
-            "ResourceStatus": "CREATE_COMPLETE",
-            "ResourceType": "AWS::IAM::Role",
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-            "StackName": "<stack-name:1>",
-            "Timestamp": "timestamp"
-          },
-          {
-            "DriftInformation": {
-              "StackResourceDriftStatus": "NOT_CHECKED"
-            },
-            "LogicalResourceId": "logical-resource-id",
-            "PhysicalResourceId": "physical-resource-id",
-            "ResourceStatus": "CREATE_COMPLETE",
-            "ResourceType": "AWS::Lambda::Version",
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-            "StackName": "<stack-name:1>",
-            "Timestamp": "timestamp"
-          }
-        ],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "logging_config": {
-        "ApplicationLogLevel": "INFO",
-        "LogFormat": "JSON",
-        "LogGroup": "/aws/lambda/<function-name>",
-        "SystemLogLevel": "INFO"
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_lambda.py::test_lambda_version_provisioned_concurrency": {
-    "recorded-date": "07-05-2025, 13:23:25",
-    "recorded-content": {
-      "invoke_result": {
-        "ExecutedVersion": "1",
-        "Payload": {
-          "initialization_type": "provisioned-concurrency"
-        },
-        "StatusCode": 200,
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "stack_resources": {
-        "StackResources": [
-          {
-            "DriftInformation": {
-              "StackResourceDriftStatus": "NOT_CHECKED"
-            },
-            "LogicalResourceId": "fn5FF616E3",
-            "PhysicalResourceId": "<resource:3>",
-            "ResourceStatus": "CREATE_COMPLETE",
-            "ResourceType": "AWS::Lambda::Function",
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-            "StackName": "<stack-name:1>",
-            "Timestamp": "timestamp"
-          },
-          {
-            "DriftInformation": {
-              "StackResourceDriftStatus": "NOT_CHECKED"
-            },
-            "LogicalResourceId": "fnServiceRole5D180AFD",
-            "PhysicalResourceId": "<resource:4>",
-            "ResourceStatus": "CREATE_COMPLETE",
-            "ResourceType": "AWS::IAM::Role",
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-            "StackName": "<stack-name:1>",
-            "Timestamp": "timestamp"
-          },
-          {
-            "DriftInformation": {
-              "StackResourceDriftStatus": "NOT_CHECKED"
-            },
-            "LogicalResourceId": "fnVersion7BF8AE5A",
-            "PhysicalResourceId": "arn:<partition>:lambda:<region>:111111111111:function:<resource:2>",
-            "ResourceStatus": "CREATE_COMPLETE",
-            "ResourceType": "AWS::Lambda::Version",
-            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-            "StackName": "<stack-name:1>",
-            "Timestamp": "timestamp"
-          }
-        ],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "versions_by_fn": {
-        "Versions": [
-          {
-            "Architectures": [
-              "x86_64"
-            ],
-            "CodeSha256": "<code-sha256:1>",
-            "CodeSize": "<code-size>",
-            "Description": "",
-            "EphemeralStorage": {
-              "Size": 512
-            },
-            "FunctionArn": "arn:<partition>:lambda:<region>:111111111111:function:<resource:3>:$LATEST",
-            "FunctionName": "<resource:3>",
-            "Handler": "index.handler",
-            "LastModified": "date",
-            "LoggingConfig": {
-              "LogFormat": "Text",
-              "LogGroup": "/aws/lambda/<resource:3>"
-            },
-            "MemorySize": 128,
-            "PackageType": "Zip",
-            "RevisionId": "<uuid:1>",
-            "Role": "arn:<partition>:iam::111111111111:role/<resource:4>",
-            "Runtime": "python3.12",
-            "SnapStart": {
-              "ApplyOn": "None",
-              "OptimizationStatus": "Off"
-            },
-            "Timeout": 3,
-            "TracingConfig": {
-              "Mode": "PassThrough"
-            },
-            "Version": "$LATEST"
-          },
-          {
-            "Architectures": [
-              "x86_64"
-            ],
-            "CodeSha256": "<code-sha256:1>",
-            "CodeSize": "<code-size>",
-            "Description": "test description",
-            "EphemeralStorage": {
-              "Size": 512
-            },
-            "FunctionArn": "arn:<partition>:lambda:<region>:111111111111:function:<resource:2>",
-            "FunctionName": "<resource:3>",
-            "Handler": "index.handler",
-            "LastModified": "date",
-            "LoggingConfig": {
-              "LogFormat": "Text",
-              "LogGroup": "/aws/lambda/<resource:3>"
-            },
-            "MemorySize": 128,
-            "PackageType": "Zip",
-            "RevisionId": "<uuid:2>",
-            "Role": "arn:<partition>:iam::111111111111:role/<resource:4>",
-            "Runtime": "python3.12",
-            "SnapStart": {
-              "ApplyOn": "None",
-              "OptimizationStatus": "Off"
-            },
-            "Timeout": 3,
-            "TracingConfig": {
-              "Mode": "PassThrough"
-            },
-            "Version": "1"
-          }
-        ],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "get_function_version": {
-        "Code": {
-          "Location": "<location>",
-          "RepositoryType": "S3"
-        },
-        "Configuration": {
-          "Architectures": [
-            "x86_64"
-          ],
-          "CodeSha256": "<code-sha256:1>",
-          "CodeSize": "<code-size>",
-          "Description": "test description",
-          "EphemeralStorage": {
-            "Size": 512
-          },
-          "FunctionArn": "arn:<partition>:lambda:<region>:111111111111:function:<resource:2>",
-          "FunctionName": "<resource:3>",
-          "Handler": "index.handler",
-          "LastModified": "date",
-          "LastUpdateStatus": "Successful",
-          "LoggingConfig": {
-            "LogFormat": "Text",
-            "LogGroup": "/aws/lambda/<resource:3>"
-          },
-          "MemorySize": 128,
-          "PackageType": "Zip",
-          "RevisionId": "<uuid:2>",
-          "Role": "arn:<partition>:iam::111111111111:role/<resource:4>",
-          "Runtime": "python3.12",
-          "RuntimeVersionConfig": {
-            "RuntimeVersionArn": "arn:<partition>:lambda:<region>::runtime:<resource:5>"
-          },
-          "SnapStart": {
-            "ApplyOn": "None",
-            "OptimizationStatus": "Off"
-          },
-          "State": "Active",
-          "Timeout": 3,
-          "TracingConfig": {
-            "Mode": "PassThrough"
-          },
-          "Version": "1"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "provisioned_concurrency_config": {
-        "AllocatedProvisionedConcurrentExecutions": 1,
-        "AvailableProvisionedConcurrentExecutions": 1,
-        "LastModified": "date",
-        "RequestedProvisionedConcurrentExecutions": 1,
-        "Status": "READY",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_lambda.validation.json b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_lambda.validation.json
deleted file mode 100644
index 759e47d6a6561..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_lambda.validation.json
+++ /dev/null
@@ -1,71 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_lambda.py::TestCfnLambdaDestinations::test_generic_destination_routing[sqs-sqs]": {
-    "last_validated_date": "2024-12-10T16:48:04+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_lambda.py::TestCfnLambdaIntegrations::test_cfn_lambda_dynamodb_source": {
-    "last_validated_date": "2024-10-12T10:46:17+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_lambda.py::TestCfnLambdaIntegrations::test_cfn_lambda_kinesis_source": {
-    "last_validated_date": "2024-10-12T10:52:28+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_lambda.py::TestCfnLambdaIntegrations::test_cfn_lambda_permissions": {
-    "last_validated_date": "2024-04-09T07:26:03+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_lambda.py::TestCfnLambdaIntegrations::test_cfn_lambda_sqs_source": {
-    "last_validated_date": "2024-10-30T14:48:16+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_lambda.py::TestCfnLambdaIntegrations::test_lambda_dynamodb_event_filter": {
-    "last_validated_date": "2024-04-09T07:31:17+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_lambda.py::test_cfn_function_url": {
-    "last_validated_date": "2024-04-16T08:16:02+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_lambda.py::test_event_invoke_config": {
-    "last_validated_date": "2024-04-09T07:20:36+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_lambda.py::test_lambda_alias": {
-    "last_validated_date": "2025-05-07T15:39:26+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_lambda.py::test_lambda_cfn_dead_letter_config_async_invocation": {
-    "last_validated_date": "2024-04-09T07:39:50+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_lambda.py::test_lambda_cfn_run": {
-    "last_validated_date": "2024-04-09T07:22:32+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_lambda.py::test_lambda_code_signing_config": {
-    "last_validated_date": "2024-04-09T07:19:51+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_lambda.py::test_lambda_function_tags": {
-    "last_validated_date": "2024-10-01T12:52:51+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_lambda.py::test_lambda_layer_crud": {
-    "last_validated_date": "2024-12-20T18:23:31+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_lambda.py::test_lambda_logging_config": {
-    "last_validated_date": "2025-04-08T12:12:01+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_lambda.py::test_lambda_version": {
-    "last_validated_date": "2025-05-07T13:19:10+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_lambda.py::test_lambda_version_provisioned_concurrency": {
-    "last_validated_date": "2025-05-07T13:23:25+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_lambda.py::test_lambda_w_dynamodb_event_filter_update": {
-    "last_validated_date": "2024-12-11T09:03:52+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_lambda.py::test_multiple_lambda_permissions_for_singlefn": {
-    "last_validated_date": "2024-04-09T07:25:05+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_lambda.py::test_python_lambda_code_deployed_via_s3": {
-    "last_validated_date": "2024-04-09T07:38:32+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_lambda.py::test_update_lambda_function": {
-    "last_validated_date": "2024-11-07T03:16:40+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_lambda.py::test_update_lambda_function_name": {
-    "last_validated_date": "2024-11-07T03:10:48+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_lambda.py::test_update_lambda_permissions": {
-    "last_validated_date": "2024-04-09T07:23:41+00:00"
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_logs.py b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_logs.py
deleted file mode 100644
index 75afa2549b354..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_logs.py
+++ /dev/null
@@ -1,60 +0,0 @@
-import os.path
-
-import pytest
-
-from localstack.services.cloudformation.v2.utils import is_v2_engine
-from localstack.testing.aws.util import is_aws_cloud
-from localstack.testing.pytest import markers
-
-pytestmark = pytest.mark.skipif(
-    condition=not is_v2_engine() and not is_aws_cloud(),
-    reason="Only targeting the new engine",
-)
-
-
-@markers.aws.validated
-def test_logstream(deploy_cfn_template, snapshot, aws_client):
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/logs_group_and_stream.yaml"
-        )
-    )
-    snapshot.add_transformer(snapshot.transform.cloudformation_api())
-    snapshot.add_transformer(snapshot.transform.key_value("LogGroupNameOutput"))
-
-    group_name = stack.outputs["LogGroupNameOutput"]
-    stream_name = stack.outputs["LogStreamNameOutput"]
-
-    snapshot.match("outputs", stack.outputs)
-
-    streams = aws_client.logs.describe_log_streams(
-        logGroupName=group_name, logStreamNamePrefix=stream_name
-    )["logStreams"]
-    assert aws_client.logs.meta.partition == streams[0]["arn"].split(":")[1]
-    snapshot.match("describe_log_streams", streams)
-
-
-@markers.aws.validated
-@markers.snapshot.skip_snapshot_verify(
-    paths=[
-        "$..logGroups..logGroupArn",
-        "$..logGroups..logGroupClass",
-        "$..logGroups..retentionInDays",
-    ]
-)
-def test_cfn_handle_log_group_resource(deploy_cfn_template, aws_client, snapshot):
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/logs_group.yml"
-        )
-    )
-
-    log_group_prefix = stack.outputs["LogGroupNameOutput"]
-
-    response = aws_client.logs.describe_log_groups(logGroupNamePrefix=log_group_prefix)
-    snapshot.match("describe_log_groups", response)
-    snapshot.add_transformer(snapshot.transform.key_value("logGroupName"))
-
-    stack.destroy()
-    response = aws_client.logs.describe_log_groups(logGroupNamePrefix=log_group_prefix)
-    assert len(response["logGroups"]) == 0
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_logs.snapshot.json b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_logs.snapshot.json
deleted file mode 100644
index 29964de53c6a8..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_logs.snapshot.json
+++ /dev/null
@@ -1,42 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_logs.py::test_logstream": {
-    "recorded-date": "29-07-2022, 13:22:53",
-    "recorded-content": {
-      "outputs": {
-        "LogStreamNameOutput": "<resource:1>",
-        "LogGroupNameOutput": "<log-group-name-output:1>"
-      },
-      "describe_log_streams": [
-        {
-          "logStreamName": "<resource:1>",
-          "creationTime": "timestamp",
-          "arn": "arn:<partition>:logs:<region>:111111111111:log-group:<log-group-name-output:1>:log-stream:<resource:1>",
-          "storedBytes": 0
-        }
-      ]
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_logs.py::test_cfn_handle_log_group_resource": {
-    "recorded-date": "20-06-2024, 16:15:47",
-    "recorded-content": {
-      "describe_log_groups": {
-        "logGroups": [
-          {
-            "arn": "arn:<partition>:logs:<region>:111111111111:log-group:<log-group-name:1>:*",
-            "creationTime": "timestamp",
-            "logGroupArn": "arn:<partition>:logs:<region>:111111111111:log-group:<log-group-name:1>",
-            "logGroupClass": "STANDARD",
-            "logGroupName": "<log-group-name:1>",
-            "metricFilterCount": 0,
-            "retentionInDays": 731,
-            "storedBytes": 0
-          }
-        ],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_logs.validation.json b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_logs.validation.json
deleted file mode 100644
index fce835093de2a..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_logs.validation.json
+++ /dev/null
@@ -1,8 +0,0 @@
-{
-  "tests/aws/services/cloudformation/resources/test_logs.py::test_cfn_handle_log_group_resource": {
-    "last_validated_date": "2024-06-20T16:15:47+00:00"
-  },
-  "tests/aws/services/cloudformation/resources/test_logs.py::test_logstream": {
-    "last_validated_date": "2022-07-29T11:22:53+00:00"
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_opensearch.py b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_opensearch.py
deleted file mode 100644
index ddb3e81ddb0c9..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_opensearch.py
+++ /dev/null
@@ -1,95 +0,0 @@
-import os
-from operator import itemgetter
-
-import pytest
-
-from localstack.services.cloudformation.v2.utils import is_v2_engine
-from localstack.testing.aws.util import is_aws_cloud
-from localstack.testing.pytest import markers
-
-pytestmark = pytest.mark.skipif(
-    condition=not is_v2_engine() and not is_aws_cloud(),
-    reason="Only targeting the new engine",
-)
-
-
-@pytest.mark.skip(reason="flaky")
-@markers.aws.validated
-@markers.snapshot.skip_snapshot_verify(
-    paths=[
-        "$..ClusterConfig.DedicatedMasterCount",  # added in LS
-        "$..ClusterConfig.DedicatedMasterEnabled",  # added in LS
-        "$..ClusterConfig.DedicatedMasterType",  # added in LS
-        "$..SoftwareUpdateOptions",  # missing
-        "$..OffPeakWindowOptions",  # missing
-        "$..ChangeProgressDetails",  # missing
-        "$..AutoTuneOptions.UseOffPeakWindow",  # missing
-        "$..ClusterConfig.MultiAZWithStandbyEnabled",  # missing
-        "$..AdvancedSecurityOptions.AnonymousAuthEnabled",  # missing
-        # TODO different values:
-        "$..Processing",
-        "$..ServiceSoftwareOptions.CurrentVersion",
-        "$..ClusterConfig.DedicatedMasterEnabled",
-        "$..ClusterConfig.InstanceType",  # TODO the type was set in cfn
-        "$..AutoTuneOptions.State",
-        '$..AdvancedOptions."rest.action.multi.allow_explicit_index"',  # TODO this was set to false in cfn
-    ]
-)
-def test_domain(deploy_cfn_template, aws_client, snapshot):
-    snapshot.add_transformer(snapshot.transform.key_value("DomainId"))
-    snapshot.add_transformer(snapshot.transform.key_value("DomainName"))
-    snapshot.add_transformer(snapshot.transform.key_value("ChangeId"))
-    snapshot.add_transformer(snapshot.transform.key_value("Endpoint"), priority=-1)
-    template_path = os.path.join(
-        os.path.dirname(__file__), "../../../../../templates/opensearch_domain.yml"
-    )
-    result = deploy_cfn_template(template_path=template_path)
-    domain_endpoint = result.outputs["SearchDomainEndpoint"]
-    assert domain_endpoint
-    domain_arn = result.outputs["SearchDomainArn"]
-    assert domain_arn
-    domain_name = result.outputs["SearchDomain"]
-
-    domain = aws_client.opensearch.describe_domain(DomainName=domain_name)
-    assert domain["DomainStatus"]
-    snapshot.match("describe_domain", domain)
-
-    assert domain_arn == domain["DomainStatus"]["ARN"]
-    tags_result = aws_client.opensearch.list_tags(ARN=domain_arn)
-    tags_result["TagList"].sort(key=itemgetter("Key"))
-    snapshot.match("list_tags", tags_result)
-
-
-@markers.aws.validated
-@markers.snapshot.skip_snapshot_verify(
-    paths=[
-        "$..DomainStatus.AIMLOptions",
-        "$..DomainStatus.AdvancedSecurityOptions.AnonymousAuthEnabled",
-        "$..DomainStatus.AutoTuneOptions.State",
-        "$..DomainStatus.AutoTuneOptions.UseOffPeakWindow",
-        "$..DomainStatus.ChangeProgressDetails",
-        "$..DomainStatus.ClusterConfig.MultiAZWithStandbyEnabled",
-        "$..DomainStatus.ClusterConfig.ZoneAwarenessConfig",
-        "$..DomainStatus.DomainEndpointOptions.TLSSecurityPolicy",
-        "$..DomainStatus.IPAddressType",
-        "$..DomainStatus.IdentityCenterOptions",
-        "$..DomainStatus.ModifyingProperties",
-        "$..DomainStatus.OffPeakWindowOptions",
-        "$..DomainStatus.ServiceSoftwareOptions.CurrentVersion",
-        "$..DomainStatus.SoftwareUpdateOptions",
-    ]
-)
-def test_domain_with_alternative_types(deploy_cfn_template, aws_client, snapshot):
-    """
-    Test that the alternative types for the OpenSearch domain are accepted using the resource documentation example
-    """
-    snapshot.add_transformer(snapshot.transform.key_value("Endpoint"))
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__),
-            "../../../../../templates/opensearch_domain_alternative_types.yml",
-        )
-    )
-    domain_name = stack.outputs["SearchDomain"]
-    domain = aws_client.opensearch.describe_domain(DomainName=domain_name)
-    snapshot.match("describe_domain", domain)
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_opensearch.snapshot.json b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_opensearch.snapshot.json
deleted file mode 100644
index fbfd1e1e91e30..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_opensearch.snapshot.json
+++ /dev/null
@@ -1,239 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_opensearch.py::test_domain": {
-    "recorded-date": "31-08-2023, 17:42:29",
-    "recorded-content": {
-      "describe_domain": {
-        "DomainStatus": {
-          "ARN": "arn:<partition>:es:<region>:111111111111:domain/<domain-name:1>",
-          "AccessPolicies": "",
-          "AdvancedOptions": {
-            "override_main_response_version": "false",
-            "rest.action.multi.allow_explicit_index": "false"
-          },
-          "AdvancedSecurityOptions": {
-            "AnonymousAuthEnabled": false,
-            "Enabled": false,
-            "InternalUserDatabaseEnabled": false
-          },
-          "AutoTuneOptions": {
-            "State": "ENABLED",
-            "UseOffPeakWindow": false
-          },
-          "ChangeProgressDetails": {
-            "ChangeId": "<change-id:1>"
-          },
-          "ClusterConfig": {
-            "ColdStorageOptions": {
-              "Enabled": false
-            },
-            "DedicatedMasterEnabled": false,
-            "InstanceCount": 1,
-            "InstanceType": "r5.large.search",
-            "MultiAZWithStandbyEnabled": false,
-            "WarmEnabled": false,
-            "ZoneAwarenessEnabled": false
-          },
-          "CognitoOptions": {
-            "Enabled": false
-          },
-          "Created": true,
-          "Deleted": false,
-          "DomainEndpointOptions": {
-            "CustomEndpointEnabled": false,
-            "EnforceHTTPS": false,
-            "TLSSecurityPolicy": "Policy-Min-TLS-1-0-2019-07"
-          },
-          "DomainId": "<domain-id:1>",
-          "DomainName": "<domain-name:1>",
-          "EBSOptions": {
-            "EBSEnabled": true,
-            "Iops": 0,
-            "VolumeSize": 10,
-            "VolumeType": "gp2"
-          },
-          "EncryptionAtRestOptions": {
-            "Enabled": false
-          },
-          "Endpoint": "<endpoint:1>",
-          "EngineVersion": "OpenSearch_2.5",
-          "NodeToNodeEncryptionOptions": {
-            "Enabled": false
-          },
-          "OffPeakWindowOptions": {
-            "Enabled": true,
-            "OffPeakWindow": {
-              "WindowStartTime": {
-                "Hours": 2,
-                "Minutes": 0
-              }
-            }
-          },
-          "Processing": false,
-          "ServiceSoftwareOptions": {
-            "AutomatedUpdateDate": "datetime",
-            "Cancellable": false,
-            "CurrentVersion": "OpenSearch_2_5_R20230308-P4",
-            "Description": "There is no software update available for this domain.",
-            "NewVersion": "",
-            "OptionalDeployment": true,
-            "UpdateAvailable": false,
-            "UpdateStatus": "COMPLETED"
-          },
-          "SnapshotOptions": {
-            "AutomatedSnapshotStartHour": 0
-          },
-          "SoftwareUpdateOptions": {
-            "AutoSoftwareUpdateEnabled": false
-          },
-          "UpgradeProcessing": false
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "list_tags": {
-        "TagList": [
-          {
-            "Key": "anotherkey",
-            "Value": "hello"
-          },
-          {
-            "Key": "foo",
-            "Value": "bar"
-          }
-        ],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_opensearch.py::test_domain_with_alternative_types": {
-    "recorded-date": "08-07-2025, 02:30:47",
-    "recorded-content": {
-      "describe_domain": {
-        "DomainStatus": {
-          "AIMLOptions": {
-            "NaturalLanguageQueryGenerationOptions": {
-              "CurrentState": "NOT_ENABLED",
-              "DesiredState": "DISABLED"
-            }
-          },
-          "ARN": "arn:<partition>:es:<region>:111111111111:domain/test-opensearch-domain",
-          "AccessPolicies": {
-            "Version": "2012-10-17",
-            "Statement": [
-              {
-                "Effect": "Allow",
-                "Principal": {
-                  "AWS": "arn:<partition>:iam::111111111111:root"
-                },
-                "Action": "es:*",
-                "Resource": "arn:<partition>:es:<region>:111111111111:domain/test-opensearch-domain/*"
-              }
-            ]
-          },
-          "AdvancedOptions": {
-            "override_main_response_version": "true",
-            "rest.action.multi.allow_explicit_index": "true"
-          },
-          "AdvancedSecurityOptions": {
-            "AnonymousAuthEnabled": false,
-            "Enabled": false,
-            "InternalUserDatabaseEnabled": false
-          },
-          "AutoTuneOptions": {
-            "State": "DISABLED",
-            "UseOffPeakWindow": false
-          },
-          "ChangeProgressDetails": {
-            "ChangeId": "<uuid:1>",
-            "ConfigChangeStatus": "Completed",
-            "InitiatedBy": "CUSTOMER",
-            "LastUpdatedTime": "datetime",
-            "StartTime": "datetime"
-          },
-          "ClusterConfig": {
-            "ColdStorageOptions": {
-              "Enabled": false
-            },
-            "DedicatedMasterCount": 3,
-            "DedicatedMasterEnabled": true,
-            "DedicatedMasterType": "t3.small.search",
-            "InstanceCount": 2,
-            "InstanceType": "t3.small.search",
-            "MultiAZWithStandbyEnabled": false,
-            "WarmEnabled": false,
-            "ZoneAwarenessConfig": {
-              "AvailabilityZoneCount": 2
-            },
-            "ZoneAwarenessEnabled": true
-          },
-          "CognitoOptions": {
-            "Enabled": false
-          },
-          "Created": true,
-          "Deleted": false,
-          "DomainEndpointOptions": {
-            "CustomEndpointEnabled": false,
-            "EnforceHTTPS": false,
-            "TLSSecurityPolicy": "Policy-Min-TLS-1-2-2019-07"
-          },
-          "DomainId": "111111111111/test-opensearch-domain",
-          "DomainName": "test-opensearch-domain",
-          "DomainProcessingStatus": "Active",
-          "EBSOptions": {
-            "EBSEnabled": true,
-            "Iops": 0,
-            "VolumeSize": 20,
-            "VolumeType": "gp2"
-          },
-          "EncryptionAtRestOptions": {
-            "Enabled": false
-          },
-          "Endpoint": "<endpoint:1>",
-          "EngineVersion": "OpenSearch_1.0",
-          "IPAddressType": "ipv4",
-          "IdentityCenterOptions": {},
-          "ModifyingProperties": [],
-          "NodeToNodeEncryptionOptions": {
-            "Enabled": false
-          },
-          "OffPeakWindowOptions": {
-            "Enabled": true,
-            "OffPeakWindow": {
-              "WindowStartTime": {
-                "Hours": 2,
-                "Minutes": 0
-              }
-            }
-          },
-          "Processing": false,
-          "ServiceSoftwareOptions": {
-            "AutomatedUpdateDate": "datetime",
-            "Cancellable": false,
-            "CurrentVersion": "OpenSearch_1_0_R20250625",
-            "Description": "There is no software update available for this domain.",
-            "NewVersion": "",
-            "OptionalDeployment": true,
-            "UpdateAvailable": false,
-            "UpdateStatus": "COMPLETED"
-          },
-          "SnapshotOptions": {
-            "AutomatedSnapshotStartHour": 0
-          },
-          "SoftwareUpdateOptions": {
-            "AutoSoftwareUpdateEnabled": false
-          },
-          "UpgradeProcessing": false
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_opensearch.validation.json b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_opensearch.validation.json
deleted file mode 100644
index 1769b2a88f224..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_opensearch.validation.json
+++ /dev/null
@@ -1,8 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_opensearch.py::test_domain": {
-    "last_validated_date": "2023-08-31T15:42:29+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_opensearch.py::test_domain_with_alternative_types": {
-    "last_validated_date": "2023-10-05T09:07:39+00:00"
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_redshift.py b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_redshift.py
deleted file mode 100644
index b0c4f0b91b6a3..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_redshift.py
+++ /dev/null
@@ -1,28 +0,0 @@
-import os
-
-import pytest
-
-from localstack.services.cloudformation.v2.utils import is_v2_engine
-from localstack.testing.aws.util import is_aws_cloud
-from localstack.testing.pytest import markers
-
-pytestmark = pytest.mark.skipif(
-    condition=not is_v2_engine() and not is_aws_cloud(),
-    reason="Only targeting the new engine",
-)
-
-
-# only runs in Docker when run against Pro (since it needs postgres on the system)
-@markers.only_in_docker
-@markers.aws.validated
-def test_redshift_cluster(deploy_cfn_template, aws_client):
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/cfn_redshift.yaml"
-        )
-    )
-
-    # very basic test to check the cluster deploys
-    assert stack.outputs["ClusterRef"]
-    assert stack.outputs["ClusterAttEndpointPort"]
-    assert stack.outputs["ClusterAttEndpointAddress"]
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_redshift.validation.json b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_redshift.validation.json
deleted file mode 100644
index 69f04be2accfe..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_redshift.validation.json
+++ /dev/null
@@ -1,5 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_redshift.py::test_redshift_cluster": {
-    "last_validated_date": "2024-02-28T12:42:35+00:00"
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_resource_groups.py b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_resource_groups.py
deleted file mode 100644
index db32df5683969..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_resource_groups.py
+++ /dev/null
@@ -1,25 +0,0 @@
-import os
-
-import pytest
-
-from localstack.services.cloudformation.v2.utils import is_v2_engine
-from localstack.testing.aws.util import is_aws_cloud
-from localstack.testing.pytest import markers
-
-pytestmark = pytest.mark.skipif(
-    condition=not is_v2_engine() and not is_aws_cloud(),
-    reason="Only targeting the new engine",
-)
-
-
-@markers.aws.validated
-@markers.snapshot.skip_snapshot_verify(paths=["$..Group.Description", "$..Group.GroupArn"])
-def test_group_defaults(aws_client, deploy_cfn_template, snapshot):
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/resource_group_defaults.yml"
-        ),
-    )
-
-    resource_group = aws_client.resource_groups.get_group(GroupName=stack.outputs["ResourceGroup"])
-    snapshot.match("resource-group", resource_group)
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_resource_groups.snapshot.json b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_resource_groups.snapshot.json
deleted file mode 100644
index a3f11aeabdeed..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_resource_groups.snapshot.json
+++ /dev/null
@@ -1,17 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_resource_groups.py::test_group_defaults": {
-    "recorded-date": "16-07-2024, 15:15:11",
-    "recorded-content": {
-      "resource-group": {
-        "Group": {
-          "GroupArn": "arn:<partition>:resource-groups:<region>:111111111111:group/testgroup",
-          "Name": "testgroup"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_resource_groups.validation.json b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_resource_groups.validation.json
deleted file mode 100644
index 33b1cf0308598..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_resource_groups.validation.json
+++ /dev/null
@@ -1,5 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_resource_groups.py::test_group_defaults": {
-    "last_validated_date": "2024-07-16T15:15:11+00:00"
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_route53.py b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_route53.py
deleted file mode 100644
index 06cc700e4b077..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_route53.py
+++ /dev/null
@@ -1,76 +0,0 @@
-import os
-
-import pytest
-
-from localstack.services.cloudformation.v2.utils import is_v2_engine
-from localstack.testing.aws.util import is_aws_cloud
-from localstack.testing.pytest import markers
-
-pytestmark = pytest.mark.skipif(
-    condition=not is_v2_engine() and not is_aws_cloud(),
-    reason="Only targeting the new engine",
-)
-
-
-@markers.aws.validated
-def test_create_record_set_via_id(route53_hosted_zone, deploy_cfn_template):
-    create_zone_response = route53_hosted_zone()
-    hosted_zone_id = create_zone_response["HostedZone"]["Id"]
-    route53_name = create_zone_response["HostedZone"]["Name"]
-    parameters = {"HostedZoneId": hosted_zone_id, "Name": route53_name}
-    deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/route53_hostedzoneid_template.yaml"
-        ),
-        parameters=parameters,
-        max_wait=300,
-    )
-
-
-@markers.aws.validated
-def test_create_record_set_via_name(deploy_cfn_template, route53_hosted_zone):
-    create_zone_response = route53_hosted_zone()
-    route53_name = create_zone_response["HostedZone"]["Name"]
-    parameters = {"HostedZoneName": route53_name, "Name": route53_name}
-    deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__),
-            "../../../../../templates/route53_hostedzonename_template.yaml",
-        ),
-        parameters=parameters,
-    )
-
-
-@markers.aws.validated
-def test_create_record_set_without_resource_record(deploy_cfn_template, route53_hosted_zone):
-    create_zone_response = route53_hosted_zone()
-    hosted_zone_id = create_zone_response["HostedZone"]["Id"]
-    route53_name = create_zone_response["HostedZone"]["Name"]
-    parameters = {"HostedZoneId": hosted_zone_id, "Name": route53_name}
-    deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__),
-            "../../../../../templates/route53_recordset_without_resource_records.yaml",
-        ),
-        parameters=parameters,
-    )
-
-
-@markers.aws.validated
-@markers.snapshot.skip_snapshot_verify(
-    paths=["$..HealthCheckConfig.EnableSNI", "$..HealthCheckVersion"]
-)
-def test_create_health_check(deploy_cfn_template, aws_client, snapshot):
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__),
-            "../../../../../templates/route53_healthcheck.yml",
-        ),
-    )
-    health_check_id = stack.outputs["HealthCheckId"]
-    print(health_check_id)
-    health_check = aws_client.route53.get_health_check(HealthCheckId=health_check_id)
-
-    snapshot.add_transformer(snapshot.transform.key_value("Id", "id"))
-    snapshot.add_transformer(snapshot.transform.key_value("CallerReference", "caller-reference"))
-    snapshot.match("HealthCheck", health_check["HealthCheck"])
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_route53.snapshot.json b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_route53.snapshot.json
deleted file mode 100644
index 46eb1e650d88c..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_route53.snapshot.json
+++ /dev/null
@@ -1,25 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_route53.py::test_create_health_check": {
-    "recorded-date": "22-09-2023, 13:50:49",
-    "recorded-content": {
-      "HealthCheck": {
-        "CallerReference": "<caller-reference:1>",
-        "HealthCheckConfig": {
-          "Disabled": false,
-          "EnableSNI": false,
-          "FailureThreshold": 3,
-          "FullyQualifiedDomainName": "localstacktest.com",
-          "IPAddress": "1.1.1.1",
-          "Inverted": false,
-          "MeasureLatency": false,
-          "Port": 80,
-          "RequestInterval": 30,
-          "ResourcePath": "/health",
-          "Type": "HTTP"
-        },
-        "HealthCheckVersion": 1,
-        "Id": "<id:1>"
-      }
-    }
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_route53.validation.json b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_route53.validation.json
deleted file mode 100644
index 856faff5c112c..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_route53.validation.json
+++ /dev/null
@@ -1,5 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_route53.py::test_create_health_check": {
-    "last_validated_date": "2023-09-22T11:50:49+00:00"
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_s3.py b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_s3.py
deleted file mode 100644
index da1be1a4a16d2..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_s3.py
+++ /dev/null
@@ -1,155 +0,0 @@
-import os
-
-import pytest
-from botocore.exceptions import ClientError
-
-from localstack.services.cloudformation.v2.utils import is_v2_engine
-from localstack.testing.aws.util import is_aws_cloud
-from localstack.testing.pytest import markers
-from localstack.utils.common import short_uid
-
-pytestmark = pytest.mark.skipif(
-    condition=not is_v2_engine() and not is_aws_cloud(),
-    reason="Only targeting the new engine",
-)
-
-
-@markers.aws.validated
-def test_bucketpolicy(deploy_cfn_template, aws_client, snapshot):
-    snapshot.add_transformer(snapshot.transform.key_value("BucketName"))
-    bucket_name = f"ls-bucket-{short_uid()}"
-    snapshot.match("bucket", {"BucketName": bucket_name})
-    deploy_result = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/s3_bucketpolicy.yaml"
-        ),
-        parameters={"BucketName": bucket_name},
-        template_mapping={"include_policy": True},
-    )
-    response = aws_client.s3.get_bucket_policy(Bucket=bucket_name)["Policy"]
-    snapshot.match("get-policy-true", response)
-
-    deploy_cfn_template(
-        is_update=True,
-        stack_name=deploy_result.stack_id,
-        parameters={"BucketName": bucket_name},
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/s3_bucketpolicy.yaml"
-        ),
-        template_mapping={"include_policy": False},
-    )
-    with pytest.raises(ClientError) as err:
-        aws_client.s3.get_bucket_policy(Bucket=bucket_name)
-    snapshot.match("no-policy", err.value.response)
-
-
-@markers.aws.validated
-def test_bucket_autoname(deploy_cfn_template, aws_client):
-    result = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/s3_bucket_autoname.yaml"
-        )
-    )
-    descr_response = aws_client.cloudformation.describe_stacks(StackName=result.stack_id)
-    output = descr_response["Stacks"][0]["Outputs"][0]
-    assert output["OutputKey"] == "BucketNameOutput"
-    assert result.stack_name.lower() in output["OutputValue"]
-
-
-@markers.aws.validated
-def test_bucket_versioning(deploy_cfn_template, aws_client):
-    result = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/s3_versioned_bucket.yaml"
-        )
-    )
-    assert "BucketName" in result.outputs
-    bucket_name = result.outputs["BucketName"]
-    bucket_version = aws_client.s3.get_bucket_versioning(Bucket=bucket_name)
-    assert bucket_version["Status"] == "Enabled"
-
-
-@markers.aws.validated
-def test_website_configuration(deploy_cfn_template, snapshot, aws_client):
-    snapshot.add_transformer(snapshot.transform.cloudformation_api())
-    snapshot.add_transformer(snapshot.transform.s3_api())
-
-    bucket_name_generated = f"ls-bucket-{short_uid()}"
-
-    result = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/s3_bucket_website_config.yaml"
-        ),
-        parameters={"BucketName": bucket_name_generated},
-    )
-
-    bucket_name = result.outputs["BucketNameOutput"]
-    assert bucket_name_generated == bucket_name
-    website_url = result.outputs["WebsiteURL"]
-    assert website_url.startswith(f"http://{bucket_name}.s3-website")
-    response = aws_client.s3.get_bucket_website(Bucket=bucket_name)
-
-    snapshot.match("get_bucket_website", response)
-
-
-@markers.aws.validated
-def test_cors_configuration(deploy_cfn_template, snapshot, aws_client):
-    snapshot.add_transformer(snapshot.transform.cloudformation_api())
-    snapshot.add_transformer(snapshot.transform.s3_api())
-
-    result = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/s3_cors_bucket.yaml"
-        ),
-    )
-    bucket_name_optional = result.outputs["BucketNameAllParameters"]
-    cors_info = aws_client.s3.get_bucket_cors(Bucket=bucket_name_optional)
-    snapshot.match("cors-info-optional", cors_info)
-
-    bucket_name_required = result.outputs["BucketNameOnlyRequired"]
-    cors_info = aws_client.s3.get_bucket_cors(Bucket=bucket_name_required)
-    snapshot.match("cors-info-only-required", cors_info)
-
-
-@markers.aws.validated
-def test_object_lock_configuration(deploy_cfn_template, snapshot, aws_client):
-    snapshot.add_transformer(snapshot.transform.cloudformation_api())
-    snapshot.add_transformer(snapshot.transform.s3_api())
-
-    result = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/s3_object_lock_config.yaml"
-        ),
-    )
-    bucket_name_optional = result.outputs["LockConfigAllParameters"]
-    cors_info = aws_client.s3.get_object_lock_configuration(Bucket=bucket_name_optional)
-    snapshot.match("object-lock-info-with-configuration", cors_info)
-
-    bucket_name_required = result.outputs["LockConfigOnlyRequired"]
-    cors_info = aws_client.s3.get_object_lock_configuration(Bucket=bucket_name_required)
-    snapshot.match("object-lock-info-only-enabled", cors_info)
-
-
-@markers.aws.validated
-def test_cfn_handle_s3_notification_configuration(
-    aws_client,
-    deploy_cfn_template,
-    snapshot,
-):
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/s3_notification_sqs.yml"
-        ),
-    )
-    rs = aws_client.s3.get_bucket_notification_configuration(Bucket=stack.outputs["BucketName"])
-    snapshot.match("get_bucket_notification_configuration", rs)
-
-    stack.destroy()
-
-    with pytest.raises(ClientError) as ctx:
-        aws_client.s3.get_bucket_notification_configuration(Bucket=stack.outputs["BucketName"])
-    snapshot.match("get_bucket_notification_configuration_error", ctx.value.response)
-
-    snapshot.add_transformer(snapshot.transform.key_value("Id"))
-    snapshot.add_transformer(snapshot.transform.key_value("QueueArn"))
-    snapshot.add_transformer(snapshot.transform.key_value("BucketName"))
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_s3.snapshot.json b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_s3.snapshot.json
deleted file mode 100644
index de27f0ba24420..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_s3.snapshot.json
+++ /dev/null
@@ -1,175 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_s3.py::test_cors_configuration": {
-    "recorded-date": "20-04-2023, 20:17:17",
-    "recorded-content": {
-      "cors-info-optional": {
-        "CORSRules": [
-          {
-            "AllowedHeaders": [
-              "*",
-              "x-amz-*"
-            ],
-            "AllowedMethods": [
-              "GET"
-            ],
-            "AllowedOrigins": [
-              "*"
-            ],
-            "ExposeHeaders": [
-              "Date"
-            ],
-            "ID": "test-cors-id",
-            "MaxAgeSeconds": 3600
-          }
-        ],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "cors-info-only-required": {
-        "CORSRules": [
-          {
-            "AllowedMethods": [
-              "GET"
-            ],
-            "AllowedOrigins": [
-              "*"
-            ]
-          }
-        ],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_s3.py::test_website_configuration": {
-    "recorded-date": "02-06-2023, 18:24:39",
-    "recorded-content": {
-      "get_bucket_website": {
-        "ErrorDocument": {
-          "Key": "error.html"
-        },
-        "IndexDocument": {
-          "Suffix": "index.html"
-        },
-        "RoutingRules": [
-          {
-            "Condition": {
-              "HttpErrorCodeReturnedEquals": "404",
-              "KeyPrefixEquals": "out1/"
-            },
-            "Redirect": {
-              "ReplaceKeyWith": "redirected.html"
-            }
-          }
-        ],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_s3.py::test_object_lock_configuration": {
-    "recorded-date": "15-01-2024, 02:31:58",
-    "recorded-content": {
-      "object-lock-info-with-configuration": {
-        "ObjectLockConfiguration": {
-          "ObjectLockEnabled": "Enabled",
-          "Rule": {
-            "DefaultRetention": {
-              "Days": 2,
-              "Mode": "GOVERNANCE"
-            }
-          }
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "object-lock-info-only-enabled": {
-        "ObjectLockConfiguration": {
-          "ObjectLockEnabled": "Enabled"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_s3.py::test_bucketpolicy": {
-    "recorded-date": "31-05-2024, 13:41:44",
-    "recorded-content": {
-      "bucket": {
-        "BucketName": "<bucket-name:1>"
-      },
-      "get-policy-true": {
-        "Version": "2012-10-17",
-        "Statement": [
-          {
-            "Effect": "Allow",
-            "Principal": {
-              "AWS": "*"
-            },
-            "Action": [
-              "s3:GetObject*",
-              "s3:GetBucket*",
-              "s3:List*"
-            ],
-            "Resource": [
-              "arn:<partition>:s3:::<bucket-name:1>",
-              "arn:<partition>:s3:::<bucket-name:1>/*"
-            ]
-          }
-        ]
-      },
-      "no-policy": {
-        "Error": {
-          "BucketName": "<bucket-name:1>",
-          "Code": "NoSuchBucketPolicy",
-          "Message": "The bucket policy does not exist"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 404
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_s3.py::test_cfn_handle_s3_notification_configuration": {
-    "recorded-date": "20-06-2024, 16:57:13",
-    "recorded-content": {
-      "get_bucket_notification_configuration": {
-        "QueueConfigurations": [
-          {
-            "Events": [
-              "s3:ObjectCreated:*"
-            ],
-            "Id": "<id:1>",
-            "QueueArn": "<queue-arn:1>"
-          }
-        ],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "get_bucket_notification_configuration_error": {
-        "Error": {
-          "BucketName": "<bucket-name:1>",
-          "Code": "NoSuchBucket",
-          "Message": "The specified bucket does not exist"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 404
-        }
-      }
-    }
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_s3.validation.json b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_s3.validation.json
deleted file mode 100644
index 2b756e7a7e871..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_s3.validation.json
+++ /dev/null
@@ -1,20 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_s3.py::test_bucket_versioning": {
-    "last_validated_date": "2024-05-31T13:44:37+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_s3.py::test_bucketpolicy": {
-    "last_validated_date": "2024-05-31T13:41:44+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_s3.py::test_cfn_handle_s3_notification_configuration": {
-    "last_validated_date": "2024-06-20T16:57:13+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_s3.py::test_cors_configuration": {
-    "last_validated_date": "2023-04-20T18:17:17+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_s3.py::test_object_lock_configuration": {
-    "last_validated_date": "2024-01-15T02:31:58+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_s3.py::test_website_configuration": {
-    "last_validated_date": "2023-06-02T16:24:39+00:00"
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_sam.py b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_sam.py
deleted file mode 100644
index 6c039975b679e..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_sam.py
+++ /dev/null
@@ -1,96 +0,0 @@
-import json
-import os
-import os.path
-
-import pytest
-
-from localstack.services.cloudformation.v2.utils import is_v2_engine
-from localstack.testing.aws.util import is_aws_cloud
-from localstack.testing.pytest import markers
-from localstack.utils.strings import short_uid
-from localstack.utils.sync import retry
-
-pytestmark = pytest.mark.skipif(
-    condition=not is_v2_engine() and not is_aws_cloud(),
-    reason="Only targeting the new engine",
-)
-
-
-@markers.aws.validated
-def test_sam_policies(deploy_cfn_template, snapshot, aws_client):
-    snapshot.add_transformer(snapshot.transform.cloudformation_api())
-    snapshot.add_transformer(snapshot.transform.iam_api())
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/sam_function-policies.yaml"
-        )
-    )
-    role_name = stack.outputs["HelloWorldFunctionIamRoleName"]
-
-    roles = aws_client.iam.list_attached_role_policies(RoleName=role_name)
-    assert "AmazonSNSFullAccess" in [p["PolicyName"] for p in roles["AttachedPolicies"]]
-    snapshot.match("list_attached_role_policies", roles)
-
-
-@markers.aws.validated
-def test_sam_template(deploy_cfn_template, aws_client):
-    # deploy template
-    func_name = f"test-{short_uid()}"
-    deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/template4.yaml"
-        ),
-        parameters={"FunctionName": func_name},
-    )
-
-    # run Lambda test invocation
-    result = aws_client.lambda_.invoke(FunctionName=func_name)
-    result = json.load(result["Payload"])
-    assert result == {"hello": "world"}
-
-
-@markers.aws.validated
-def test_sam_sqs_event(deploy_cfn_template, aws_client):
-    result_key = f"event-{short_uid()}"
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/sam_sqs_template.yml"
-        ),
-        parameters={"ResultKey": result_key},
-    )
-
-    queue_url = stack.outputs["QueueUrl"]
-    bucket_name = stack.outputs["BucketName"]
-
-    message_body = "test"
-    aws_client.sqs.send_message(QueueUrl=queue_url, MessageBody=message_body)
-
-    def get_object():
-        return json.loads(
-            aws_client.s3.get_object(Bucket=bucket_name, Key=result_key)["Body"].read().decode()
-        )["Records"][0]["body"]
-
-    body = retry(get_object, retries=10, sleep=5.0)
-
-    assert body == message_body
-
-
-@markers.aws.validated
-@markers.snapshot.skip_snapshot_verify(paths=["$..Tags", "$..tags", "$..Configuration.CodeSha256"])
-def test_cfn_handle_serverless_api_resource(deploy_cfn_template, aws_client, snapshot):
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/sam_api.yml"
-        ),
-    )
-
-    response = aws_client.apigateway.get_rest_api(restApiId=stack.outputs["ApiId"])
-    snapshot.match("get_rest_api", response)
-
-    response = aws_client.lambda_.get_function(FunctionName=stack.outputs["LambdaFunction"])
-    snapshot.match("get_function", response)
-
-    snapshot.add_transformer(snapshot.transform.lambda_api())
-    snapshot.add_transformer(snapshot.transform.apigateway_api())
-    snapshot.add_transformer(snapshot.transform.regex(stack.stack_id, "<stack-id>"))
-    snapshot.add_transformer(snapshot.transform.regex(stack.stack_name, "<stack-name>"))
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_sam.snapshot.json b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_sam.snapshot.json
deleted file mode 100644
index fe0c314aae224..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_sam.snapshot.json
+++ /dev/null
@@ -1,107 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_sam.py::test_sam_policies": {
-    "recorded-date": "11-07-2023, 18:08:53",
-    "recorded-content": {
-      "list_attached_role_policies": {
-        "AttachedPolicies": [
-          {
-            "PolicyArn": "arn:<partition>:iam::aws:policy/service-role/<policy-name:1>",
-            "PolicyName": "<policy-name:1>"
-          },
-          {
-            "PolicyArn": "arn:<partition>:iam::aws:policy/<policy-name:2>",
-            "PolicyName": "<policy-name:2>"
-          }
-        ],
-        "IsTruncated": false,
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_sam.py::test_cfn_handle_serverless_api_resource": {
-    "recorded-date": "15-07-2025, 19:33:25",
-    "recorded-content": {
-      "get_rest_api": {
-        "apiKeySource": "HEADER",
-        "createdDate": "datetime",
-        "disableExecuteApiEndpoint": false,
-        "endpointConfiguration": {
-          "ipAddressType": "ipv4",
-          "types": [
-            "EDGE"
-          ]
-        },
-        "id": "<id:1>",
-        "name": "<name:1>",
-        "rootResourceId": "<root-resource-id:1>",
-        "tags": {
-          "aws:cloudformation:logical-id": "Api",
-          "aws:cloudformation:stack-id": "arn:<partition>:cloudformation:<region>:111111111111:stack/<name:1>/<resource:1>",
-          "aws:cloudformation:stack-name": "<name:1>"
-        },
-        "version": "1.0",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "get_function": {
-        "Code": {
-          "Location": "<location>",
-          "RepositoryType": "S3"
-        },
-        "Configuration": {
-          "Architectures": [
-            "x86_64"
-          ],
-          "CodeSha256": "W479VjWcFpBg+yx255glPq1ZLEq5WjlmjJi7CmxLFio=",
-          "CodeSize": "<code-size>",
-          "Description": "",
-          "EphemeralStorage": {
-            "Size": 512
-          },
-          "FunctionArn": "arn:<partition>:lambda:<region>:111111111111:function:<function-name:1>",
-          "FunctionName": "<function-name:1>",
-          "Handler": "index.handler",
-          "LastModified": "date",
-          "LastUpdateStatus": "Successful",
-          "LoggingConfig": {
-            "LogFormat": "Text",
-            "LogGroup": "/aws/lambda/<function-name:1>"
-          },
-          "MemorySize": 128,
-          "PackageType": "Zip",
-          "RevisionId": "<uuid:1>",
-          "Role": "arn:<partition>:iam::111111111111:role/<resource:2>",
-          "Runtime": "python3.11",
-          "RuntimeVersionConfig": {
-            "RuntimeVersionArn": "arn:<partition>:lambda:<region>::runtime:<resource:3>"
-          },
-          "SnapStart": {
-            "ApplyOn": "None",
-            "OptimizationStatus": "Off"
-          },
-          "State": "Active",
-          "Timeout": 3,
-          "TracingConfig": {
-            "Mode": "PassThrough"
-          },
-          "Version": "$LATEST"
-        },
-        "Tags": {
-          "aws:cloudformation:logical-id": "Lambda",
-          "aws:cloudformation:stack-id": "arn:<partition>:cloudformation:<region>:111111111111:stack/<name:1>/<resource:1>",
-          "aws:cloudformation:stack-name": "<name:1>",
-          "lambda:createdBy": "SAM"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_sam.validation.json b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_sam.validation.json
deleted file mode 100644
index 3b1eb14e1cce4..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_sam.validation.json
+++ /dev/null
@@ -1,17 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_sam.py::test_cfn_handle_serverless_api_resource": {
-    "last_validated_date": "2025-07-15T19:33:44+00:00",
-    "durations_in_seconds": {
-      "setup": 0.46,
-      "call": 40.88,
-      "teardown": 19.65,
-      "total": 60.99
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_sam.py::test_sam_policies": {
-    "last_validated_date": "2023-07-11T16:08:53+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_sam.py::test_sam_sqs_event": {
-    "last_validated_date": "2024-04-19T19:45:49+00:00"
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_secretsmanager.py b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_secretsmanager.py
deleted file mode 100644
index 5388d26b94a29..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_secretsmanager.py
+++ /dev/null
@@ -1,115 +0,0 @@
-import json
-import os
-
-import aws_cdk as cdk
-import botocore.exceptions
-import pytest
-
-from localstack.services.cloudformation.v2.utils import is_v2_engine
-from localstack.testing.aws.util import is_aws_cloud
-from localstack.testing.pytest import markers
-from localstack.utils.strings import short_uid
-
-pytestmark = pytest.mark.skipif(
-    condition=not is_v2_engine() and not is_aws_cloud(),
-    reason="Only targeting the new engine",
-)
-
-
-@markers.aws.validated
-@markers.snapshot.skip_snapshot_verify(paths=["$..Tags", "$..VersionIdsToStages"])
-def test_cfn_secretsmanager_gen_secret(deploy_cfn_template, aws_client, snapshot):
-    secret_name = f"dev/db/pass-{short_uid()}"
-    deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/secretsmanager_secret.yml"
-        ),
-        parameters={"SecretName": secret_name},
-    )
-
-    secret = aws_client.secretsmanager.describe_secret(SecretId=secret_name)
-    snapshot.match("secret", secret)
-    snapshot.add_transformer(snapshot.transform.regex(rf"{secret_name}-\w+", "<secret-id>"))
-    snapshot.add_transformer(snapshot.transform.key_value("Name"))
-
-    # assert that secret has been generated and added to the result template JSON
-    secret_value = aws_client.secretsmanager.get_secret_value(SecretId=secret_name)["SecretString"]
-    secret_json = json.loads(secret_value)
-    assert "password" in secret_json
-    assert len(secret_json["password"]) == 30
-
-
-@markers.aws.validated
-@markers.snapshot.skip_snapshot_verify(paths=["$..Tags", "$..VersionIdsToStages"])
-def test_cfn_handle_secretsmanager_secret(deploy_cfn_template, aws_client, snapshot):
-    secret_name = f"secret-{short_uid()}"
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/secretsmanager_secret.yml"
-        ),
-        parameters={"SecretName": secret_name},
-    )
-
-    rs = aws_client.secretsmanager.describe_secret(SecretId=secret_name)
-    snapshot.match("secret", rs)
-    snapshot.add_transformer(snapshot.transform.regex(rf"{secret_name}-\w+", "<secret-id>"))
-    snapshot.add_transformer(snapshot.transform.key_value("Name"))
-
-    stack.destroy()
-
-    with pytest.raises(botocore.exceptions.ClientError) as ex:
-        aws_client.secretsmanager.describe_secret(SecretId=secret_name)
-
-    snapshot.match("exception", ex.value.response)
-
-
-@markers.aws.validated
-@pytest.mark.parametrize("block_public_policy", ["true", "default"])
-def test_cfn_secret_policy(deploy_cfn_template, block_public_policy, aws_client, snapshot):
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/secretsmanager_secret_policy.yml"
-        ),
-        parameters={"BlockPublicPolicy": block_public_policy},
-    )
-    secret_id = stack.outputs["SecretId"]
-
-    snapshot.match("outputs", stack.outputs)
-    secret_name = stack.outputs["SecretId"].split(":")[-1]
-    snapshot.add_transformer(snapshot.transform.regex(secret_name, "<secret-name>"))
-
-    res = aws_client.secretsmanager.get_resource_policy(SecretId=secret_id)
-    snapshot.match("resource_policy", res)
-    snapshot.add_transformer(snapshot.transform.key_value("Name", "policy-name"))
-
-
-@pytest.mark.skip(reason="CFNV2:Other")
-@markers.aws.validated
-def test_cdk_deployment_generates_secret_value_if_no_value_is_provided(
-    aws_client, snapshot, infrastructure_setup
-):
-    infra = infrastructure_setup(namespace="SecretGeneration")
-    stack_name = f"SecretGeneration{short_uid()}"
-    stack = cdk.Stack(infra.cdk_app, stack_name=stack_name)
-
-    secret_name = f"my_secret{short_uid()}"
-    secret = cdk.aws_secretsmanager.Secret(stack, id=secret_name, secret_name=secret_name)
-
-    cdk.CfnOutput(stack, "SecretName", value=secret.secret_name)
-    cdk.CfnOutput(stack, "SecretARN", value=secret.secret_arn)
-
-    with infra.provisioner() as prov:
-        outputs = prov.get_stack_outputs(stack_name=stack_name)
-
-        secret_name = outputs["SecretName"]
-        secret_arn = outputs["SecretARN"]
-
-        response = aws_client.secretsmanager.get_secret_value(SecretId=secret_name)
-
-        snapshot.add_transformer(
-            snapshot.transform.key_value("SecretString", reference_replacement=False)
-        )
-        snapshot.add_transformer(snapshot.transform.regex(secret_arn, "<secret_arn>"))
-        snapshot.add_transformer(snapshot.transform.regex(secret_name, "<secret_name>"))
-
-        snapshot.match("generated_key", response)
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_secretsmanager.snapshot.json b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_secretsmanager.snapshot.json
deleted file mode 100644
index fcf5840b4d1b7..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_secretsmanager.snapshot.json
+++ /dev/null
@@ -1,162 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_secretsmanager.py::test_cfn_secret_policy[true]": {
-    "recorded-date": "03-07-2024, 18:51:39",
-    "recorded-content": {
-      "outputs": {
-        "SecretId": "arn:<partition>:secretsmanager:<region>:111111111111:secret:<secret-name>",
-        "SecretPolicyArn": "arn:<partition>:secretsmanager:<region>:111111111111:secret:<secret-name>"
-      },
-      "resource_policy": {
-        "ARN": "arn:<partition>:secretsmanager:<region>:111111111111:secret:<secret-name>",
-        "Name": "<policy-name:1>",
-        "ResourcePolicy": {
-          "Version": "2012-10-17",
-          "Statement": [
-            {
-              "Effect": "Allow",
-              "Principal": {
-                "AWS": "arn:<partition>:iam::111111111111:root"
-              },
-              "Action": "secretsmanager:ReplicateSecretToRegions",
-              "Resource": "*"
-            }
-          ]
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_secretsmanager.py::test_cfn_secret_policy[default]": {
-    "recorded-date": "03-07-2024, 18:52:05",
-    "recorded-content": {
-      "outputs": {
-        "SecretId": "arn:<partition>:secretsmanager:<region>:111111111111:secret:<secret-name>",
-        "SecretPolicyArn": "arn:<partition>:secretsmanager:<region>:111111111111:secret:<secret-name>"
-      },
-      "resource_policy": {
-        "ARN": "arn:<partition>:secretsmanager:<region>:111111111111:secret:<secret-name>",
-        "Name": "<policy-name:1>",
-        "ResourcePolicy": {
-          "Version": "2012-10-17",
-          "Statement": [
-            {
-              "Effect": "Allow",
-              "Principal": {
-                "AWS": "arn:<partition>:iam::111111111111:root"
-              },
-              "Action": "secretsmanager:ReplicateSecretToRegions",
-              "Resource": "*"
-            }
-          ]
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_secretsmanager.py::test_cdk_deployment_generates_secret_value_if_no_value_is_provided": {
-    "recorded-date": "23-05-2024, 17:15:31",
-    "recorded-content": {
-      "generated_key": {
-        "ARN": "<secret_arn>",
-        "CreatedDate": "datetime",
-        "Name": "<secret_name>",
-        "SecretString": "secret-string",
-        "VersionId": "<uuid:1>",
-        "VersionStages": [
-          "AWSCURRENT"
-        ],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_secretsmanager.py::test_cfn_secretsmanager_gen_secret": {
-    "recorded-date": "03-07-2024, 15:39:56",
-    "recorded-content": {
-      "secret": {
-        "ARN": "arn:<partition>:secretsmanager:<region>:111111111111:secret:<secret-id>",
-        "CreatedDate": "datetime",
-        "Description": "Aurora Password",
-        "LastChangedDate": "datetime",
-        "Name": "<name:1>",
-        "Tags": [
-          {
-            "Key": "aws:cloudformation:stack-name",
-            "Value": "stack-63e3fdc5"
-          },
-          {
-            "Key": "aws:cloudformation:logical-id",
-            "Value": "Secret"
-          },
-          {
-            "Key": "aws:cloudformation:stack-id",
-            "Value": "arn:<partition>:cloudformation:<region>:111111111111:stack/stack-63e3fdc5/79663e60-3952-11ef-809b-0affeb5ce635"
-          }
-        ],
-        "VersionIdsToStages": {
-          "2b1f1af7-47ee-aee1-5609-991d4352ae14": [
-            "AWSCURRENT"
-          ]
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_secretsmanager.py::test_cfn_handle_secretsmanager_secret": {
-    "recorded-date": "11-10-2024, 17:00:31",
-    "recorded-content": {
-      "secret": {
-        "ARN": "arn:<partition>:secretsmanager:<region>:111111111111:secret:<secret-id>",
-        "CreatedDate": "datetime",
-        "Description": "Aurora Password",
-        "LastChangedDate": "datetime",
-        "Name": "<name:1>",
-        "Tags": [
-          {
-            "Key": "aws:cloudformation:stack-name",
-            "Value": "stack-ab33fda4"
-          },
-          {
-            "Key": "aws:cloudformation:logical-id",
-            "Value": "Secret"
-          },
-          {
-            "Key": "aws:cloudformation:stack-id",
-            "Value": "arn:<partition>:cloudformation:<region>:111111111111:stack/stack-ab33fda4/47ecee80-87f2-11ef-8f16-0a113fcea55f"
-          }
-        ],
-        "VersionIdsToStages": {
-          "c80fca61-0302-7921-4b9b-c2c16bc6f457": [
-            "AWSCURRENT"
-          ]
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "exception": {
-        "Error": {
-          "Code": "ResourceNotFoundException",
-          "Message": "Secrets Manager can't find the specified secret."
-        },
-        "Message": "Secrets Manager can't find the specified secret.",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 400
-        }
-      }
-    }
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_secretsmanager.validation.json b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_secretsmanager.validation.json
deleted file mode 100644
index 62afa75a4bedc..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_secretsmanager.validation.json
+++ /dev/null
@@ -1,17 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_secretsmanager.py::test_cdk_deployment_generates_secret_value_if_no_value_is_provided": {
-    "last_validated_date": "2024-05-23T17:15:31+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_secretsmanager.py::test_cfn_handle_secretsmanager_secret": {
-    "last_validated_date": "2024-10-11T17:00:31+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_secretsmanager.py::test_cfn_secret_policy[default]": {
-    "last_validated_date": "2024-08-01T12:22:53+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_secretsmanager.py::test_cfn_secret_policy[true]": {
-    "last_validated_date": "2024-08-01T12:22:32+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_secretsmanager.py::test_cfn_secretsmanager_gen_secret": {
-    "last_validated_date": "2024-07-03T15:39:56+00:00"
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_sns.py b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_sns.py
deleted file mode 100644
index 33612757d962d..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_sns.py
+++ /dev/null
@@ -1,159 +0,0 @@
-import os.path
-
-import aws_cdk as cdk
-import pytest
-
-from localstack.services.cloudformation.v2.utils import is_v2_engine
-from localstack.testing.aws.util import is_aws_cloud
-from localstack.testing.pytest import markers
-from localstack.utils.common import short_uid
-
-pytestmark = pytest.mark.skipif(
-    condition=not is_v2_engine() and not is_aws_cloud(),
-    reason="Only targeting the new engine",
-)
-
-
-@markers.aws.validated
-@markers.snapshot.skip_snapshot_verify(
-    paths=[
-        "$..Attributes.DeliveryPolicy",
-        "$..Attributes.EffectiveDeliveryPolicy",
-        "$..Attributes.Policy.Statement..Action",  # SNS:Receive is added by moto but not returned in AWS
-    ]
-)
-def test_sns_topic_fifo_with_deduplication(deploy_cfn_template, aws_client, snapshot):
-    snapshot.add_transformer(snapshot.transform.key_value("TopicArn"))
-    topic_name = f"topic-{short_uid()}.fifo"
-
-    deploy_cfn_template(
-        parameters={"TopicName": topic_name},
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/sns_topic_fifo_dedup.yaml"
-        ),
-    )
-
-    topics = aws_client.sns.list_topics()["Topics"]
-    topic_arns = [t["TopicArn"] for t in topics]
-
-    filtered_topics = [t for t in topic_arns if topic_name in t]
-    assert len(filtered_topics) == 1
-
-    # assert that the topic is properly created as Fifo
-    topic_attrs = aws_client.sns.get_topic_attributes(TopicArn=filtered_topics[0])
-    snapshot.match("get-topic-attrs", topic_attrs)
-
-
-@markers.aws.needs_fixing
-def test_sns_topic_fifo_without_suffix_fails(deploy_cfn_template, aws_client):
-    stack_name = f"stack-{short_uid()}"
-    topic_name = f"topic-{short_uid()}"
-    path = os.path.join(
-        os.path.dirname(__file__),
-        "../../../../../templates/sns_topic_fifo_dedup.yaml",
-    )
-
-    with pytest.raises(Exception) as ex:
-        deploy_cfn_template(
-            stack_name=stack_name, template_path=path, parameters={"TopicName": topic_name}
-        )
-    assert ex.typename == "StackDeployError"
-
-    stack = aws_client.cloudformation.describe_stacks(StackName=stack_name)["Stacks"][0]
-    if is_aws_cloud():
-        assert stack.get("StackStatus") in ["ROLLBACK_COMPLETED", "ROLLBACK_IN_PROGRESS"]
-    else:
-        assert stack.get("StackStatus") == "CREATE_FAILED"
-
-
-@markers.aws.validated
-def test_sns_subscription(deploy_cfn_template, aws_client):
-    topic_name = f"topic-{short_uid()}"
-    queue_name = f"topic-{short_uid()}"
-    stack = deploy_cfn_template(
-        parameters={"TopicName": topic_name, "QueueName": queue_name},
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/sns_topic_subscription.yaml"
-        ),
-    )
-
-    topic_arn = stack.outputs["TopicArnOutput"]
-    assert topic_arn is not None
-
-    subscriptions = aws_client.sns.list_subscriptions_by_topic(TopicArn=topic_arn)
-    assert len(subscriptions["Subscriptions"]) > 0
-
-
-@pytest.mark.skip(reason="CFNV2:Engine")
-@markers.aws.validated
-def test_deploy_stack_with_sns_topic(deploy_cfn_template, aws_client):
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/deploy_template_2.yaml"
-        ),
-        parameters={"CompanyName": "MyCompany", "MyEmail1": "my@email.com"},
-    )
-    assert len(stack.outputs) == 3
-
-    topic_arn = stack.outputs["MyTopic"]
-    rs = aws_client.sns.list_topics()
-
-    # Topic resource created
-    topics = [tp for tp in rs["Topics"] if tp["TopicArn"] == topic_arn]
-    assert len(topics) == 1
-
-    stack.destroy()
-
-    # assert topic resource removed
-    rs = aws_client.sns.list_topics()
-    topics = [tp for tp in rs["Topics"] if tp["TopicArn"] == topic_arn]
-    assert not topics
-
-
-@markers.aws.validated
-def test_update_subscription(snapshot, deploy_cfn_template, aws_client, sqs_queue, sns_topic):
-    topic_arn = sns_topic["Attributes"]["TopicArn"]
-    queue_url = sqs_queue
-    queue_arn = aws_client.sqs.get_queue_attributes(
-        QueueUrl=queue_url, AttributeNames=["QueueArn"]
-    )["Attributes"]["QueueArn"]
-
-    stack = deploy_cfn_template(
-        parameters={"TopicArn": topic_arn, "QueueArn": queue_arn},
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/sns_subscription.yml"
-        ),
-    )
-    sub_arn = stack.outputs["SubscriptionArn"]
-    subscription = aws_client.sns.get_subscription_attributes(SubscriptionArn=sub_arn)
-    snapshot.match("subscription-1", subscription)
-
-    deploy_cfn_template(
-        parameters={"TopicArn": topic_arn, "QueueArn": queue_arn},
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/sns_subscription_update.yml"
-        ),
-        stack_name=stack.stack_name,
-        is_update=True,
-    )
-    subscription_updated = aws_client.sns.get_subscription_attributes(SubscriptionArn=sub_arn)
-    snapshot.match("subscription-2", subscription_updated)
-    snapshot.add_transformer(snapshot.transform.cloudformation_api())
-
-
-@markers.aws.validated
-def test_sns_topic_with_attributes(infrastructure_setup, aws_client, snapshot):
-    infra = infrastructure_setup(namespace="SnsTests")
-    stack_name = f"stack-{short_uid()}"
-    stack = cdk.Stack(infra.cdk_app, stack_name=stack_name)
-
-    # Add more configurations here conform they are needed to be tested
-    topic = cdk.aws_sns.Topic(stack, id="Topic", fifo=True, message_retention_period_in_days=30)
-
-    cdk.CfnOutput(stack, "TopicArn", value=topic.topic_arn)
-    with infra.provisioner() as prov:
-        outputs = prov.get_stack_outputs(stack_name=stack_name)
-        response = aws_client.sns.get_topic_attributes(
-            TopicArn=outputs["TopicArn"],
-        )
-        snapshot.match("topic-archive-policy", response["Attributes"]["ArchivePolicy"])
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_sns.snapshot.json b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_sns.snapshot.json
deleted file mode 100644
index 274530a669eed..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_sns.snapshot.json
+++ /dev/null
@@ -1,116 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_sns.py::test_sns_topic_fifo_with_deduplication": {
-    "recorded-date": "27-11-2023, 21:27:29",
-    "recorded-content": {
-      "get-topic-attrs": {
-        "Attributes": {
-          "ContentBasedDeduplication": "true",
-          "DisplayName": "",
-          "EffectiveDeliveryPolicy": {
-            "http": {
-              "defaultHealthyRetryPolicy": {
-                "minDelayTarget": 20,
-                "maxDelayTarget": 20,
-                "numRetries": 3,
-                "numMaxDelayRetries": 0,
-                "numNoDelayRetries": 0,
-                "numMinDelayRetries": 0,
-                "backoffFunction": "linear"
-              },
-              "disableSubscriptionOverrides": false,
-              "defaultRequestPolicy": {
-                "headerContentType": "text/plain; charset=UTF-8"
-              }
-            }
-          },
-          "FifoTopic": "true",
-          "Owner": "111111111111",
-          "Policy": {
-            "Version": "2008-10-17",
-            "Id": "__default_policy_ID",
-            "Statement": [
-              {
-                "Sid": "__default_statement_ID",
-                "Effect": "Allow",
-                "Principal": {
-                  "AWS": "*"
-                },
-                "Action": [
-                  "SNS:GetTopicAttributes",
-                  "SNS:SetTopicAttributes",
-                  "SNS:AddPermission",
-                  "SNS:RemovePermission",
-                  "SNS:DeleteTopic",
-                  "SNS:Subscribe",
-                  "SNS:ListSubscriptionsByTopic",
-                  "SNS:Publish"
-                ],
-                "Resource": "<topic-arn:1>",
-                "Condition": {
-                  "StringEquals": {
-                    "AWS:SourceOwner": "111111111111"
-                  }
-                }
-              }
-            ]
-          },
-          "SubscriptionsConfirmed": "0",
-          "SubscriptionsDeleted": "0",
-          "SubscriptionsPending": "0",
-          "TopicArn": "<topic-arn:1>"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_sns.py::test_update_subscription": {
-    "recorded-date": "29-03-2024, 21:16:26",
-    "recorded-content": {
-      "subscription-1": {
-        "Attributes": {
-          "ConfirmationWasAuthenticated": "true",
-          "Endpoint": "arn:<partition>:sqs:<region>:111111111111:<resource:1>",
-          "Owner": "111111111111",
-          "PendingConfirmation": "false",
-          "Protocol": "sqs",
-          "RawMessageDelivery": "true",
-          "SubscriptionArn": "arn:<partition>:sns:<region>:111111111111:<resource:4>:<resource:2>",
-          "SubscriptionPrincipal": "arn:<partition>:iam::111111111111:user/<resource:3>",
-          "TopicArn": "arn:<partition>:sns:<region>:111111111111:<resource:4>"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "subscription-2": {
-        "Attributes": {
-          "ConfirmationWasAuthenticated": "true",
-          "Endpoint": "arn:<partition>:sqs:<region>:111111111111:<resource:1>",
-          "Owner": "111111111111",
-          "PendingConfirmation": "false",
-          "Protocol": "sqs",
-          "RawMessageDelivery": "false",
-          "SubscriptionArn": "arn:<partition>:sns:<region>:111111111111:<resource:4>:<resource:2>",
-          "SubscriptionPrincipal": "arn:<partition>:iam::111111111111:user/<resource:3>",
-          "TopicArn": "arn:<partition>:sns:<region>:111111111111:<resource:4>"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_sns.py::test_sns_topic_with_attributes": {
-    "recorded-date": "16-08-2024, 15:44:50",
-    "recorded-content": {
-      "topic-archive-policy": {
-        "MessageRetentionPeriod": "30"
-      }
-    }
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_sns.validation.json b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_sns.validation.json
deleted file mode 100644
index a25c4e80b86b8..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_sns.validation.json
+++ /dev/null
@@ -1,11 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_sns.py::test_sns_topic_fifo_with_deduplication": {
-    "last_validated_date": "2023-11-27T20:27:29+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_sns.py::test_sns_topic_with_attributes": {
-    "last_validated_date": "2024-08-16T15:44:50+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_sns.py::test_update_subscription": {
-    "last_validated_date": "2024-03-29T21:16:21+00:00"
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_sqs.py b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_sqs.py
deleted file mode 100644
index 2599e2bb1f520..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_sqs.py
+++ /dev/null
@@ -1,150 +0,0 @@
-import os
-
-import pytest
-from botocore.exceptions import ClientError
-
-from localstack.services.cloudformation.v2.utils import is_v2_engine
-from localstack.testing.aws.util import is_aws_cloud
-from localstack.testing.pytest import markers
-from localstack.utils.strings import short_uid
-from localstack.utils.sync import wait_until
-
-pytestmark = pytest.mark.skipif(
-    condition=not is_v2_engine() and not is_aws_cloud(),
-    reason="Only targeting the new engine",
-)
-
-
-@markers.aws.validated
-def test_sqs_queue_policy(deploy_cfn_template, aws_client, snapshot):
-    result = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/sqs_with_queuepolicy.yaml"
-        )
-    )
-    queue_url = result.outputs["QueueUrlOutput"]
-    resp = aws_client.sqs.get_queue_attributes(QueueUrl=queue_url, AttributeNames=["Policy"])
-    snapshot.match("policy", resp)
-    snapshot.add_transformer(snapshot.transform.key_value("Resource"))
-
-
-@markers.aws.validated
-def test_sqs_fifo_queue_generates_valid_name(deploy_cfn_template):
-    result = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/sqs_fifo_autogenerate_name.yaml"
-        ),
-        parameters={"IsFifo": "true"},
-        max_wait=240,
-    )
-    assert ".fifo" in result.outputs["FooQueueName"]
-
-
-@markers.aws.validated
-def test_sqs_non_fifo_queue_generates_valid_name(deploy_cfn_template):
-    result = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/sqs_fifo_autogenerate_name.yaml"
-        ),
-        parameters={"IsFifo": "false"},
-        max_wait=240,
-    )
-    assert ".fifo" not in result.outputs["FooQueueName"]
-
-
-@markers.aws.validated
-def test_cfn_handle_sqs_resource(deploy_cfn_template, aws_client, snapshot):
-    queue_name = f"queue-{short_uid()}"
-
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/sqs_fifo_queue.yml"
-        ),
-        parameters={"QueueName": queue_name},
-    )
-
-    rs = aws_client.sqs.get_queue_attributes(
-        QueueUrl=stack.outputs["QueueURL"], AttributeNames=["All"]
-    )
-    snapshot.match("queue", rs)
-    snapshot.add_transformer(snapshot.transform.regex(queue_name, "<queue-name>"))
-
-    # clean up
-    stack.destroy()
-
-    with pytest.raises(ClientError) as ctx:
-        aws_client.sqs.get_queue_url(QueueName=f"{queue_name}.fifo")
-    snapshot.match("error", ctx.value.response)
-
-
-@markers.aws.validated
-def test_update_queue_no_change(deploy_cfn_template, aws_client, snapshot):
-    bucket_name = f"bucket-{short_uid()}"
-
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/sqs_queue_update_no_change.yml"
-        ),
-        parameters={
-            "AddBucket": "false",
-            "BucketName": bucket_name,
-        },
-    )
-    queue_url = stack.outputs["QueueUrl"]
-    queue_arn = stack.outputs["QueueArn"]
-    snapshot.add_transformer(snapshot.transform.regex(queue_url, "<queue-url>"))
-    snapshot.add_transformer(snapshot.transform.regex(queue_arn, "<queue-arn>"))
-
-    snapshot.match("outputs-1", stack.outputs)
-
-    # deploy a second time with no change to the SQS queue
-    updated_stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/sqs_queue_update_no_change.yml"
-        ),
-        is_update=True,
-        stack_name=stack.stack_name,
-        parameters={
-            "AddBucket": "true",
-            "BucketName": bucket_name,
-        },
-    )
-    snapshot.match("outputs-2", updated_stack.outputs)
-
-
-@markers.aws.validated
-def test_update_sqs_queuepolicy(deploy_cfn_template, aws_client, snapshot):
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/sqs_with_queuepolicy.yaml"
-        )
-    )
-
-    policy = aws_client.sqs.get_queue_attributes(
-        QueueUrl=stack.outputs["QueueUrlOutput"], AttributeNames=["Policy"]
-    )
-    snapshot.match("policy1", policy["Attributes"]["Policy"])
-
-    updated_stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/sqs_with_queuepolicy_updated.yaml"
-        ),
-        is_update=True,
-        stack_name=stack.stack_name,
-    )
-
-    def check_policy_updated():
-        policy_updated = aws_client.sqs.get_queue_attributes(
-            QueueUrl=updated_stack.outputs["QueueUrlOutput"], AttributeNames=["Policy"]
-        )
-        assert policy_updated["Attributes"]["Policy"] != policy["Attributes"]["Policy"]
-        return policy_updated
-
-    wait_until(check_policy_updated)
-
-    policy = aws_client.sqs.get_queue_attributes(
-        QueueUrl=updated_stack.outputs["QueueUrlOutput"], AttributeNames=["Policy"]
-    )
-
-    snapshot.match("policy2", policy["Attributes"]["Policy"])
-    snapshot.add_transformer(snapshot.transform.cloudformation_api())
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_sqs.snapshot.json b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_sqs.snapshot.json
deleted file mode 100644
index 860864e9c0b2e..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_sqs.snapshot.json
+++ /dev/null
@@ -1,119 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_sqs.py::test_update_queue_no_change": {
-    "recorded-date": "08-12-2023, 21:11:26",
-    "recorded-content": {
-      "outputs-1": {
-        "QueueArn": "<queue-arn>",
-        "QueueUrl": "<queue-url>"
-      },
-      "outputs-2": {
-        "QueueArn": "<queue-arn>",
-        "QueueUrl": "<queue-url>"
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_sqs.py::test_update_sqs_queuepolicy": {
-    "recorded-date": "27-03-2024, 20:30:24",
-    "recorded-content": {
-      "policy1": {
-        "Version": "2012-10-17",
-        "Statement": [
-          {
-            "Effect": "Allow",
-            "Principal": "*",
-            "Action": [
-              "sqs:SendMessage",
-              "sqs:GetQueueAttributes",
-              "sqs:GetQueueUrl"
-            ],
-            "Resource": "arn:<partition>:sqs:<region>:111111111111:<resource:1>"
-          }
-        ]
-      },
-      "policy2": {
-        "Version": "2012-10-17",
-        "Statement": [
-          {
-            "Effect": "Deny",
-            "Principal": "*",
-            "Action": [
-              "sqs:SendMessage",
-              "sqs:GetQueueAttributes",
-              "sqs:GetQueueUrl"
-            ],
-            "Resource": "arn:<partition>:sqs:<region>:111111111111:<resource:1>"
-          }
-        ]
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_sqs.py::test_sqs_queue_policy": {
-    "recorded-date": "03-07-2024, 19:49:04",
-    "recorded-content": {
-      "policy": {
-        "Attributes": {
-          "Policy": {
-            "Version": "2012-10-17",
-            "Statement": [
-              {
-                "Effect": "Allow",
-                "Principal": "*",
-                "Action": [
-                  "sqs:SendMessage",
-                  "sqs:GetQueueAttributes",
-                  "sqs:GetQueueUrl"
-                ],
-                "Resource": "<resource:1>"
-              }
-            ]
-          }
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_sqs.py::test_cfn_handle_sqs_resource": {
-    "recorded-date": "03-07-2024, 20:03:51",
-    "recorded-content": {
-      "queue": {
-        "Attributes": {
-          "ApproximateNumberOfMessages": "0",
-          "ApproximateNumberOfMessagesDelayed": "0",
-          "ApproximateNumberOfMessagesNotVisible": "0",
-          "ContentBasedDeduplication": "false",
-          "CreatedTimestamp": "timestamp",
-          "DeduplicationScope": "queue",
-          "DelaySeconds": "0",
-          "FifoQueue": "true",
-          "FifoThroughputLimit": "perQueue",
-          "LastModifiedTimestamp": "timestamp",
-          "MaximumMessageSize": "262144",
-          "MessageRetentionPeriod": "345600",
-          "QueueArn": "arn:<partition>:sqs:<region>:111111111111:<queue-name>.fifo",
-          "ReceiveMessageWaitTimeSeconds": "0",
-          "SqsManagedSseEnabled": "true",
-          "VisibilityTimeout": "30"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "error": {
-        "Error": {
-          "Code": "AWS.SimpleQueueService.NonExistentQueue",
-          "Message": "The specified queue does not exist.",
-          "QueryErrorCode": "QueueDoesNotExist",
-          "Type": "Sender"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 400
-        }
-      }
-    }
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_sqs.validation.json b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_sqs.validation.json
deleted file mode 100644
index 18d7ae6c4fd05..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_sqs.validation.json
+++ /dev/null
@@ -1,20 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_sqs.py::test_cfn_handle_sqs_resource": {
-    "last_validated_date": "2024-07-03T20:03:51+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_sqs.py::test_sqs_fifo_queue_generates_valid_name": {
-    "last_validated_date": "2024-05-15T02:01:00+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_sqs.py::test_sqs_non_fifo_queue_generates_valid_name": {
-    "last_validated_date": "2024-05-15T01:59:34+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_sqs.py::test_sqs_queue_policy": {
-    "last_validated_date": "2024-07-03T19:49:04+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_sqs.py::test_update_queue_no_change": {
-    "last_validated_date": "2023-12-08T20:11:26+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_sqs.py::test_update_sqs_queuepolicy": {
-    "last_validated_date": "2024-03-27T20:30:23+00:00"
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_ssm.py b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_ssm.py
deleted file mode 100644
index 7bf9ff53445f1..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_ssm.py
+++ /dev/null
@@ -1,165 +0,0 @@
-import os.path
-
-import botocore.exceptions
-import pytest
-from localstack_snapshot.snapshots.transformer import SortingTransformer
-
-from localstack.services.cloudformation.v2.utils import is_v2_engine
-from localstack.testing.aws.util import is_aws_cloud
-from localstack.testing.pytest import markers
-from localstack.utils.common import short_uid
-
-pytestmark = pytest.mark.skipif(
-    condition=not is_v2_engine() and not is_aws_cloud(),
-    reason="Only targeting the new engine",
-)
-
-
-@markers.aws.validated
-@markers.snapshot.skip_snapshot_verify(paths=["$..Error.Message", "$..message"])
-def test_parameter_defaults(deploy_cfn_template, aws_client, snapshot):
-    ssm_parameter_value = f"custom-{short_uid()}"
-
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/ssm_parameter_defaultname.yaml"
-        ),
-        parameters={"Input": ssm_parameter_value},
-    )
-
-    parameter_name = stack.outputs["CustomParameterOutput"]
-    param = aws_client.ssm.get_parameter(Name=parameter_name)
-    snapshot.match("ssm_parameter", param)
-    snapshot.add_transformer(snapshot.transform.key_value("Name"))
-    snapshot.add_transformer(snapshot.transform.key_value("Value"))
-
-    stack.destroy()
-
-    with pytest.raises(botocore.exceptions.ClientError) as ctx:
-        aws_client.ssm.get_parameter(Name=parameter_name)
-    snapshot.match("ssm_parameter_not_found", ctx.value.response)
-
-
-@markers.aws.validated
-def test_update_ssm_parameters(deploy_cfn_template, aws_client):
-    ssm_parameter_value = f"custom-{short_uid()}"
-
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/ssm_parameter_defaultname.yaml"
-        ),
-        parameters={"Input": ssm_parameter_value},
-    )
-
-    ssm_parameter_value = f"new-custom-{short_uid()}"
-    deploy_cfn_template(
-        is_update=True,
-        stack_name=stack.stack_name,
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/ssm_parameter_defaultname.yaml"
-        ),
-        parameters={"Input": ssm_parameter_value},
-    )
-
-    parameter_name = stack.outputs["CustomParameterOutput"]
-    param = aws_client.ssm.get_parameter(Name=parameter_name)
-    assert param["Parameter"]["Value"] == ssm_parameter_value
-
-
-@markers.aws.validated
-def test_update_ssm_parameter_tag(deploy_cfn_template, aws_client):
-    ssm_parameter_value = f"custom-{short_uid()}"
-    tag_value = f"tag-{short_uid()}"
-
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__),
-            "../../../../../templates/ssm_parameter_defaultname_withtags.yaml",
-        ),
-        parameters={
-            "Input": ssm_parameter_value,
-            "TagValue": tag_value,
-        },
-    )
-    parameter_name = stack.outputs["CustomParameterOutput"]
-    ssm_tags = aws_client.ssm.list_tags_for_resource(
-        ResourceType="Parameter", ResourceId=parameter_name
-    )["TagList"]
-    tags_pre_update = {tag["Key"]: tag["Value"] for tag in ssm_tags}
-    assert tags_pre_update["A"] == tag_value
-
-    tag_value_new = f"tag-{short_uid()}"
-    deploy_cfn_template(
-        is_update=True,
-        stack_name=stack.stack_name,
-        template_path=os.path.join(
-            os.path.dirname(__file__),
-            "../../../../../templates/ssm_parameter_defaultname_withtags.yaml",
-        ),
-        parameters={
-            "Input": ssm_parameter_value,
-            "TagValue": tag_value_new,
-        },
-    )
-
-    ssm_tags = aws_client.ssm.list_tags_for_resource(
-        ResourceType="Parameter", ResourceId=parameter_name
-    )["TagList"]
-    tags_post_update = {tag["Key"]: tag["Value"] for tag in ssm_tags}
-    assert tags_post_update["A"] == tag_value_new
-
-    # TODO: re-enable after fixing updates in general
-    # deploy_cfn_template(
-    #     is_update=True,
-    #     stack_name=stack.stack_name,
-    #     template_path=os.path.join(
-    #         os.path.dirname(__file__), "../../templates/ssm_parameter_defaultname.yaml"
-    #     ),
-    #     parameters={
-    #         "Input": ssm_parameter_value,
-    #     },
-    # )
-    #
-    # ssm_tags = aws_client.ssm.list_tags_for_resource(ResourceType="Parameter", ResourceId=parameter_name)['TagList']
-    # assert ssm_tags == []
-
-
-@pytest.mark.skip(reason="CFNV2:DescribeStackResource")
-@markers.snapshot.skip_snapshot_verify(paths=["$..DriftInformation", "$..Metadata"])
-@markers.aws.validated
-def test_deploy_patch_baseline(deploy_cfn_template, aws_client, snapshot):
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/ssm_patch_baseline.yml"
-        ),
-    )
-
-    describe_resource = aws_client.cloudformation.describe_stack_resource(
-        StackName=stack.stack_name, LogicalResourceId="myPatchBaseline"
-    )["StackResourceDetail"]
-    snapshot.add_transformer(snapshot.transform.cloudformation_api())
-    snapshot.add_transformer(
-        snapshot.transform.key_value("PhysicalResourceId", "physical_resource_id")
-    )
-    snapshot.match("patch_baseline", describe_resource)
-
-
-@markers.aws.validated
-def test_maintenance_window(deploy_cfn_template, aws_client, snapshot):
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/ssm_maintenance_window.yml"
-        ),
-    )
-
-    describe_resource = aws_client.cloudformation.describe_stack_resources(
-        StackName=stack.stack_name
-    )["StackResources"]
-    snapshot.add_transformer(snapshot.transform.cloudformation_api())
-    snapshot.add_transformer(
-        snapshot.transform.key_value("PhysicalResourceId", "physical_resource_id")
-    )
-    snapshot.add_transformer(
-        SortingTransformer("MaintenanceWindow", lambda x: x["LogicalResourceId"]), priority=-1
-    )
-    snapshot.match("MaintenanceWindow", describe_resource)
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_ssm.snapshot.json b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_ssm.snapshot.json
deleted file mode 100644
index b20140c4c46e1..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_ssm.snapshot.json
+++ /dev/null
@@ -1,117 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_ssm.py::test_deploy_patch_baseline": {
-    "recorded-date": "05-07-2023, 10:13:24",
-    "recorded-content": {
-      "patch_baseline": {
-        "DriftInformation": {
-          "StackResourceDriftStatus": "NOT_CHECKED"
-        },
-        "LastUpdatedTimestamp": "timestamp",
-        "LogicalResourceId": "myPatchBaseline",
-        "Metadata": {},
-        "PhysicalResourceId": "<physical_resource_id:1>",
-        "ResourceStatus": "CREATE_COMPLETE",
-        "ResourceType": "AWS::SSM::PatchBaseline",
-        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-        "StackName": "<stack-name:1>"
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_ssm.py::test_maintenance_window": {
-    "recorded-date": "14-07-2023, 14:06:23",
-    "recorded-content": {
-      "MaintenanceWindow": [
-        {
-          "StackName": "<stack-name:1>",
-          "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-          "LogicalResourceId": "PatchBaselineAML",
-          "PhysicalResourceId": "<physical_resource_id:1>",
-          "ResourceType": "AWS::SSM::PatchBaseline",
-          "Timestamp": "timestamp",
-          "ResourceStatus": "CREATE_COMPLETE",
-          "DriftInformation": {
-            "StackResourceDriftStatus": "NOT_CHECKED"
-          }
-        },
-        {
-          "StackName": "<stack-name:1>",
-          "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-          "LogicalResourceId": "PatchBaselineAML2",
-          "PhysicalResourceId": "<physical_resource_id:2>",
-          "ResourceType": "AWS::SSM::PatchBaseline",
-          "Timestamp": "timestamp",
-          "ResourceStatus": "CREATE_COMPLETE",
-          "DriftInformation": {
-            "StackResourceDriftStatus": "NOT_CHECKED"
-          }
-        },
-        {
-          "StackName": "<stack-name:1>",
-          "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-          "LogicalResourceId": "PatchServerMaintenanceWindow",
-          "PhysicalResourceId": "<physical_resource_id:3>",
-          "ResourceType": "AWS::SSM::MaintenanceWindow",
-          "Timestamp": "timestamp",
-          "ResourceStatus": "CREATE_COMPLETE",
-          "DriftInformation": {
-            "StackResourceDriftStatus": "NOT_CHECKED"
-          }
-        },
-        {
-          "StackName": "<stack-name:1>",
-          "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-          "LogicalResourceId": "PatchServerMaintenanceWindowTarget",
-          "PhysicalResourceId": "<physical_resource_id:4>",
-          "ResourceType": "AWS::SSM::MaintenanceWindowTarget",
-          "Timestamp": "timestamp",
-          "ResourceStatus": "CREATE_COMPLETE",
-          "DriftInformation": {
-            "StackResourceDriftStatus": "NOT_CHECKED"
-          }
-        },
-        {
-          "StackName": "<stack-name:1>",
-          "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-          "LogicalResourceId": "PatchServerTask",
-          "PhysicalResourceId": "<physical_resource_id:5>",
-          "ResourceType": "AWS::SSM::MaintenanceWindowTask",
-          "Timestamp": "timestamp",
-          "ResourceStatus": "CREATE_COMPLETE",
-          "DriftInformation": {
-            "StackResourceDriftStatus": "NOT_CHECKED"
-          }
-        }
-      ]
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_ssm.py::test_parameter_defaults": {
-    "recorded-date": "03-07-2024, 20:30:04",
-    "recorded-content": {
-      "ssm_parameter": {
-        "Parameter": {
-          "ARN": "arn:<partition>:ssm:<region>:111111111111:parameter/<name:1>",
-          "DataType": "text",
-          "LastModifiedDate": "datetime",
-          "Name": "<name:1>",
-          "Type": "String",
-          "Value": "<value:1>",
-          "Version": 1
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "ssm_parameter_not_found": {
-        "Error": {
-          "Code": "ParameterNotFound",
-          "Message": ""
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 400
-        }
-      }
-    }
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_ssm.validation.json b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_ssm.validation.json
deleted file mode 100644
index 3406bb65e62ee..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_ssm.validation.json
+++ /dev/null
@@ -1,11 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_ssm.py::test_deploy_patch_baseline": {
-    "last_validated_date": "2023-07-05T08:13:24+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_ssm.py::test_maintenance_window": {
-    "last_validated_date": "2023-07-14T12:06:23+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_ssm.py::test_parameter_defaults": {
-    "last_validated_date": "2024-07-03T20:30:04+00:00"
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_stack_sets.py b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_stack_sets.py
deleted file mode 100644
index 9d85f36aba3d2..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_stack_sets.py
+++ /dev/null
@@ -1,128 +0,0 @@
-import os
-
-import pytest
-from botocore.exceptions import ClientError
-
-from localstack.services.cloudformation.v2.utils import is_v2_engine
-from localstack.testing.aws.util import is_aws_cloud
-from localstack.testing.config import SECONDARY_TEST_AWS_ACCOUNT_ID, SECONDARY_TEST_AWS_REGION_NAME
-from localstack.testing.pytest import markers
-from localstack.utils.files import load_file
-from localstack.utils.strings import long_uid, short_uid
-from localstack.utils.sync import wait_until
-
-pytestmark = pytest.mark.skipif(
-    condition=not is_v2_engine() and not is_aws_cloud(),
-    reason="Only targeting the new engine",
-)
-
-
-@pytest.fixture
-def wait_stack_set_operation(aws_client):
-    def waiter(stack_set_name: str, operation_id: str):
-        def _operation_is_ready():
-            operation = aws_client.cloudformation.describe_stack_set_operation(
-                StackSetName=stack_set_name,
-                OperationId=operation_id,
-            )
-            return operation["StackSetOperation"]["Status"] not in ["RUNNING", "STOPPING"]
-
-        wait_until(_operation_is_ready)
-
-    return waiter
-
-
-@markers.aws.manual_setup_required
-def test_create_stack_set_with_stack_instances(
-    account_id,
-    region_name,
-    aws_client,
-    snapshot,
-    wait_stack_set_operation,
-):
-    """ "Account <...> should have 'AWSCloudFormationStackSetAdministrationRole' role with trust relationship to CloudFormation service."""
-    snapshot.add_transformer(snapshot.transform.key_value("StackSetId", "stack-set-id"))
-
-    stack_set_name = f"StackSet-{short_uid()}"
-
-    template_body = load_file(
-        os.path.join(os.path.dirname(__file__), "../../../../../templates/s3_cors_bucket.yaml")
-    )
-
-    result = aws_client.cloudformation.create_stack_set(
-        StackSetName=stack_set_name,
-        TemplateBody=template_body,
-    )
-
-    snapshot.match("create_stack_set", result)
-
-    create_instances_result = aws_client.cloudformation.create_stack_instances(
-        StackSetName=stack_set_name,
-        Accounts=[account_id],
-        Regions=[region_name],
-    )
-
-    snapshot.match("create_stack_instances", create_instances_result)
-
-    wait_stack_set_operation(stack_set_name, create_instances_result["OperationId"])
-
-    # make sure additional calls do not result in errors
-    # even the stack already exists, but returns operation id instead
-    create_instances_result = aws_client.cloudformation.create_stack_instances(
-        StackSetName=stack_set_name,
-        Accounts=[account_id],
-        Regions=[region_name],
-    )
-
-    assert "OperationId" in create_instances_result
-
-    wait_stack_set_operation(stack_set_name, create_instances_result["OperationId"])
-
-    delete_instances_result = aws_client.cloudformation.delete_stack_instances(
-        StackSetName=stack_set_name,
-        Accounts=[account_id],
-        Regions=[region_name],
-        RetainStacks=False,
-    )
-    wait_stack_set_operation(stack_set_name, delete_instances_result["OperationId"])
-
-    aws_client.cloudformation.delete_stack_set(StackSetName=stack_set_name)
-
-
-@markers.aws.validated
-def test_delete_nonexistent_stack_set(aws_client, snapshot):
-    # idempotent
-    aws_client.cloudformation.delete_stack_set(
-        StackSetName="non-existent-stack-set-id",
-    )
-
-    bad_stack_set_id = f"foo:{long_uid()}"
-    snapshot.add_transformer(snapshot.transform.regex(bad_stack_set_id, "<stack-id>"))
-
-    aws_client.cloudformation.delete_stack_set(
-        StackSetName=bad_stack_set_id,
-    )
-
-
-@markers.aws.validated
-def test_fetch_non_existent_stack_set_instances(aws_client, snapshot):
-    with pytest.raises(ClientError) as e:
-        aws_client.cloudformation.create_stack_instances(
-            StackSetName="non-existent-stack-set-id",
-            Accounts=[SECONDARY_TEST_AWS_ACCOUNT_ID],
-            Regions=[SECONDARY_TEST_AWS_REGION_NAME],
-        )
-
-    snapshot.match("non-existent-stack-set-name", e.value)
-
-    bad_stack_set_id = f"foo:{long_uid()}"
-    snapshot.add_transformer(snapshot.transform.regex(bad_stack_set_id, "<stack-id>"))
-
-    with pytest.raises(ClientError) as e:
-        aws_client.cloudformation.create_stack_instances(
-            StackSetName=bad_stack_set_id,
-            Accounts=[SECONDARY_TEST_AWS_ACCOUNT_ID],
-            Regions=[SECONDARY_TEST_AWS_REGION_NAME],
-        )
-
-    snapshot.match("non-existent-stack-set-id", e.value)
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_stack_sets.snapshot.json b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_stack_sets.snapshot.json
deleted file mode 100644
index 9ce96422b848a..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_stack_sets.snapshot.json
+++ /dev/null
@@ -1,32 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_stack_sets.py::test_create_stack_set_with_stack_instances": {
-    "recorded-date": "24-05-2023, 15:32:47",
-    "recorded-content": {
-      "create_stack_set": {
-        "StackSetId": "<stack-set-id:1>",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "create_stack_instances": {
-        "OperationId": "<uuid:1>",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_stack_sets.py::test_fetch_non_existent_stack_set_instances": {
-    "recorded-date": "25-07-2025, 14:15:09",
-    "recorded-content": {
-      "non-existent-stack-set-name": "An error occurred (StackSetNotFoundException) when calling the CreateStackInstances operation: StackSet non-existent-stack-set-id not found",
-      "non-existent-stack-set-id": "An error occurred (StackSetNotFoundException) when calling the CreateStackInstances operation: StackSet <stack-id> not found"
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_stack_sets.py::test_delete_nonexistent_stack_set": {
-    "recorded-date": "25-07-2025, 14:57:22",
-    "recorded-content": {}
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_stack_sets.validation.json b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_stack_sets.validation.json
deleted file mode 100644
index 80af31738711a..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_stack_sets.validation.json
+++ /dev/null
@@ -1,23 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_stack_sets.py::test_create_stack_set_with_stack_instances": {
-    "last_validated_date": "2023-05-24T13:32:47+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_stack_sets.py::test_delete_nonexistent_stack_set": {
-    "last_validated_date": "2025-07-25T14:57:22+00:00",
-    "durations_in_seconds": {
-      "setup": 1.04,
-      "call": 0.34,
-      "teardown": 0.0,
-      "total": 1.38
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_stack_sets.py::test_fetch_non_existent_stack_set_instances": {
-    "last_validated_date": "2025-07-25T14:15:09+00:00",
-    "durations_in_seconds": {
-      "setup": 1.7,
-      "call": 0.6,
-      "teardown": 0.0,
-      "total": 2.3
-    }
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_stepfunctions.py b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_stepfunctions.py
deleted file mode 100644
index e8712f669d537..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_stepfunctions.py
+++ /dev/null
@@ -1,388 +0,0 @@
-import json
-import os
-import urllib.parse
-
-import pytest
-from localstack_snapshot.snapshots.transformer import JsonpathTransformer
-
-from localstack import config
-from localstack.testing.pytest import markers
-from localstack.testing.pytest.stepfunctions.utils import await_execution_terminated
-from localstack.utils.strings import short_uid
-from localstack.utils.sync import wait_until
-
-
-@markers.aws.validated
-def test_statemachine_definitionsubstitution(deploy_cfn_template, aws_client):
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__),
-            "../../../../../templates/stepfunctions_statemachine_substitutions.yaml",
-        )
-    )
-
-    assert len(stack.outputs) == 1
-    statemachine_arn = stack.outputs["StateMachineArnOutput"]
-
-    # execute statemachine
-    ex_result = aws_client.stepfunctions.start_execution(stateMachineArn=statemachine_arn)
-
-    def _is_executed():
-        return (
-            aws_client.stepfunctions.describe_execution(executionArn=ex_result["executionArn"])[
-                "status"
-            ]
-            != "RUNNING"
-        )
-
-    wait_until(_is_executed)
-    execution_desc = aws_client.stepfunctions.describe_execution(
-        executionArn=ex_result["executionArn"]
-    )
-    assert execution_desc["status"] == "SUCCEEDED"
-    # sync execution is currently not supported since botocore adds a "sync-" prefix
-    # ex_result = stepfunctions_client.start_sync_execution(stateMachineArn=statemachine_arn)
-
-    assert "hello from statemachine" in execution_desc["output"]
-
-
-@pytest.mark.skip(
-    reason="CFNV2:Engine During change set describe the a Ref to a not yet deployed resource returns null which is an invalid input for Fn::Split"
-)
-@markers.aws.validated
-def test_nested_statemachine_with_sync2(deploy_cfn_template, aws_client):
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/sfn_nested_sync2.json"
-        )
-    )
-
-    parent_arn = stack.outputs["ParentStateMachineArnOutput"]
-    assert parent_arn
-
-    ex_result = aws_client.stepfunctions.start_execution(
-        stateMachineArn=parent_arn, input='{"Value": 1}'
-    )
-
-    def _is_executed():
-        return (
-            aws_client.stepfunctions.describe_execution(executionArn=ex_result["executionArn"])[
-                "status"
-            ]
-            != "RUNNING"
-        )
-
-    wait_until(_is_executed)
-    execution_desc = aws_client.stepfunctions.describe_execution(
-        executionArn=ex_result["executionArn"]
-    )
-    assert execution_desc["status"] == "SUCCEEDED"
-    output = json.loads(execution_desc["output"])
-    assert output["Value"] == 3
-
-
-@markers.aws.needs_fixing
-def test_apigateway_invoke(deploy_cfn_template, aws_client):
-    deploy_result = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/sfn_apigateway.yaml"
-        )
-    )
-    state_machine_arn = deploy_result.outputs["statemachineOutput"]
-
-    execution_arn = aws_client.stepfunctions.start_execution(stateMachineArn=state_machine_arn)[
-        "executionArn"
-    ]
-
-    def _sfn_finished_running():
-        return (
-            aws_client.stepfunctions.describe_execution(executionArn=execution_arn)["status"]
-            != "RUNNING"
-        )
-
-    wait_until(_sfn_finished_running)
-
-    execution_result = aws_client.stepfunctions.describe_execution(executionArn=execution_arn)
-    assert execution_result["status"] == "SUCCEEDED"
-    assert "hello from stepfunctions" in execution_result["output"]
-
-
-@markers.aws.validated
-def test_apigateway_invoke_with_path(deploy_cfn_template, aws_client):
-    deploy_result = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__),
-            "../../../../../templates/sfn_apigateway_two_integrations.yaml",
-        )
-    )
-    state_machine_arn = deploy_result.outputs["statemachineOutput"]
-
-    execution_arn = aws_client.stepfunctions.start_execution(stateMachineArn=state_machine_arn)[
-        "executionArn"
-    ]
-
-    def _sfn_finished_running():
-        return (
-            aws_client.stepfunctions.describe_execution(executionArn=execution_arn)["status"]
-            != "RUNNING"
-        )
-
-    wait_until(_sfn_finished_running)
-
-    execution_result = aws_client.stepfunctions.describe_execution(executionArn=execution_arn)
-    assert execution_result["status"] == "SUCCEEDED"
-    assert "hello_with_path from stepfunctions" in execution_result["output"]
-
-
-@markers.aws.only_localstack
-def test_apigateway_invoke_localhost(deploy_cfn_template, aws_client):
-    """tests the same as above but with the "generic" localhost version of invoking the apigateway"""
-    deploy_result = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/sfn_apigateway.yaml"
-        )
-    )
-    state_machine_arn = deploy_result.outputs["statemachineOutput"]
-    api_url = deploy_result.outputs["LsApiEndpointA06D37E8"]
-
-    # instead of changing the template, we're just mapping the endpoint here to the more generic path-based version
-    state_def = aws_client.stepfunctions.describe_state_machine(stateMachineArn=state_machine_arn)[
-        "definition"
-    ]
-    parsed = urllib.parse.urlparse(api_url)
-    api_id = parsed.hostname.split(".")[0]
-    state = json.loads(state_def)
-    stage = state["States"]["LsCallApi"]["Parameters"]["Stage"]
-    state["States"]["LsCallApi"]["Parameters"]["ApiEndpoint"] = (
-        f"{config.internal_service_url()}/restapis/{api_id}"
-    )
-    state["States"]["LsCallApi"]["Parameters"]["Stage"] = stage
-
-    aws_client.stepfunctions.update_state_machine(
-        stateMachineArn=state_machine_arn, definition=json.dumps(state)
-    )
-
-    execution_arn = aws_client.stepfunctions.start_execution(stateMachineArn=state_machine_arn)[
-        "executionArn"
-    ]
-
-    def _sfn_finished_running():
-        return (
-            aws_client.stepfunctions.describe_execution(executionArn=execution_arn)["status"]
-            != "RUNNING"
-        )
-
-    wait_until(_sfn_finished_running)
-
-    execution_result = aws_client.stepfunctions.describe_execution(executionArn=execution_arn)
-    assert execution_result["status"] == "SUCCEEDED"
-    assert "hello from stepfunctions" in execution_result["output"]
-
-
-@markers.aws.only_localstack
-def test_apigateway_invoke_localhost_with_path(deploy_cfn_template, aws_client):
-    """tests the same as above but with the "generic" localhost version of invoking the apigateway"""
-    deploy_result = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__),
-            "../../../../../templates/sfn_apigateway_two_integrations.yaml",
-        )
-    )
-    state_machine_arn = deploy_result.outputs["statemachineOutput"]
-    api_url = deploy_result.outputs["LsApiEndpointA06D37E8"]
-
-    # instead of changing the template, we're just mapping the endpoint here to the more generic path-based version
-    state_def = aws_client.stepfunctions.describe_state_machine(stateMachineArn=state_machine_arn)[
-        "definition"
-    ]
-    parsed = urllib.parse.urlparse(api_url)
-    api_id = parsed.hostname.split(".")[0]
-    state = json.loads(state_def)
-    stage = state["States"]["LsCallApi"]["Parameters"]["Stage"]
-    state["States"]["LsCallApi"]["Parameters"]["ApiEndpoint"] = (
-        f"{config.internal_service_url()}/restapis/{api_id}"
-    )
-    state["States"]["LsCallApi"]["Parameters"]["Stage"] = stage
-
-    aws_client.stepfunctions.update_state_machine(
-        stateMachineArn=state_machine_arn, definition=json.dumps(state)
-    )
-
-    execution_arn = aws_client.stepfunctions.start_execution(stateMachineArn=state_machine_arn)[
-        "executionArn"
-    ]
-
-    def _sfn_finished_running():
-        return (
-            aws_client.stepfunctions.describe_execution(executionArn=execution_arn)["status"]
-            != "RUNNING"
-        )
-
-    wait_until(_sfn_finished_running)
-
-    execution_result = aws_client.stepfunctions.describe_execution(executionArn=execution_arn)
-    assert execution_result["status"] == "SUCCEEDED"
-    assert "hello_with_path from stepfunctions" in execution_result["output"]
-
-
-@pytest.mark.skip("Terminates with FAILED on cloud; convert to SFN v2 snapshot lambda test.")
-@markers.aws.needs_fixing
-def test_retry_and_catch(deploy_cfn_template, aws_client):
-    """
-    Scenario:
-
-    Lambda invoke (incl. 3 retries)
-        => catch (Send SQS message with body "Fail")
-        => next (Send SQS message with body "Success")
-
-    The Lambda function simply raises an Exception, so it will always fail.
-    It should fail all 4 attempts (1x invoke + 3x retries) which should then trigger the catch path
-    and send a "Fail" message to the queue.
-    """
-
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../../templates/sfn_retry_catch.yaml"
-        )
-    )
-    queue_url = stack.outputs["queueUrlOutput"]
-    statemachine_arn = stack.outputs["smArnOutput"]
-    assert statemachine_arn
-
-    execution = aws_client.stepfunctions.start_execution(stateMachineArn=statemachine_arn)
-    execution_arn = execution["executionArn"]
-
-    await_execution_terminated(aws_client.stepfunctions, execution_arn)
-
-    execution_result = aws_client.stepfunctions.describe_execution(executionArn=execution_arn)
-    assert execution_result["status"] == "SUCCEEDED"
-
-    receive_result = aws_client.sqs.receive_message(QueueUrl=queue_url, WaitTimeSeconds=5)
-    assert receive_result["Messages"][0]["Body"] == "Fail"
-
-
-@markers.aws.validated
-def test_cfn_statemachine_with_dependencies(deploy_cfn_template, aws_client):
-    sm_name = f"sm_{short_uid()}"
-    activity_name = f"act_{short_uid()}"
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__),
-            "../../../../../templates/statemachine_machine_with_activity.yml",
-        ),
-        max_wait=150,
-        parameters={"StateMachineName": sm_name, "ActivityName": activity_name},
-    )
-
-    rs = aws_client.stepfunctions.list_state_machines()
-    statemachines = [sm for sm in rs["stateMachines"] if sm_name in sm["name"]]
-    assert len(statemachines) == 1
-
-    rs = aws_client.stepfunctions.list_activities()
-    activities = [act for act in rs["activities"] if activity_name in act["name"]]
-    assert len(activities) == 1
-
-    stack.destroy()
-
-    rs = aws_client.stepfunctions.list_state_machines()
-    statemachines = [sm for sm in rs["stateMachines"] if sm_name in sm["name"]]
-
-    assert not statemachines
-
-
-@markers.aws.validated
-@markers.snapshot.skip_snapshot_verify(
-    paths=["$..encryptionConfiguration", "$..tracingConfiguration"]
-)
-def test_cfn_statemachine_default_s3_location(
-    s3_create_bucket, deploy_cfn_template, aws_client, sfn_snapshot
-):
-    sfn_snapshot.add_transformers_list(
-        [
-            JsonpathTransformer("$..roleArn", "role-arn"),
-            JsonpathTransformer("$..stateMachineArn", "state-machine-arn"),
-            JsonpathTransformer("$..name", "state-machine-name"),
-        ]
-    )
-    cfn_template_path = os.path.join(
-        os.path.dirname(__file__),
-        "../../../../../templates/statemachine_machine_default_s3_location.yml",
-    )
-
-    stack_name = f"test-cfn-statemachine-default-s3-location-{short_uid()}"
-
-    file_key = f"file-key-{short_uid()}.json"
-    bucket_name = s3_create_bucket()
-    state_machine_template = {
-        "Comment": "step: on create",
-        "StartAt": "S0",
-        "States": {"S0": {"Type": "Succeed"}},
-    }
-
-    aws_client.s3.put_object(
-        Bucket=bucket_name, Key=file_key, Body=json.dumps(state_machine_template)
-    )
-
-    stack = deploy_cfn_template(
-        stack_name=stack_name,
-        template_path=cfn_template_path,
-        max_wait=150,
-        parameters={"BucketName": bucket_name, "ObjectKey": file_key},
-    )
-
-    stack_outputs = stack.outputs
-    statemachine_arn = stack_outputs["StateMachineArnOutput"]
-
-    describe_state_machine_output_on_create = aws_client.stepfunctions.describe_state_machine(
-        stateMachineArn=statemachine_arn
-    )
-    sfn_snapshot.match(
-        "describe_state_machine_output_on_create", describe_state_machine_output_on_create
-    )
-
-    file_key = f"2-{file_key}"
-    state_machine_template["Comment"] = "step: on update"
-    aws_client.s3.put_object(
-        Bucket=bucket_name, Key=file_key, Body=json.dumps(state_machine_template)
-    )
-    deploy_cfn_template(
-        stack_name=stack_name,
-        template_path=cfn_template_path,
-        is_update=True,
-        parameters={"BucketName": bucket_name, "ObjectKey": file_key},
-    )
-
-    describe_state_machine_output_on_update = aws_client.stepfunctions.describe_state_machine(
-        stateMachineArn=statemachine_arn
-    )
-    sfn_snapshot.match(
-        "describe_state_machine_output_on_update", describe_state_machine_output_on_update
-    )
-
-
-@markers.aws.validated
-@markers.snapshot.skip_snapshot_verify(
-    paths=["$..encryptionConfiguration", "$..tracingConfiguration"]
-)
-def test_statemachine_create_with_logging_configuration(
-    deploy_cfn_template, aws_client, sfn_snapshot
-):
-    sfn_snapshot.add_transformers_list(
-        [
-            JsonpathTransformer("$..roleArn", "role-arn"),
-            JsonpathTransformer("$..stateMachineArn", "state-machine-arn"),
-            JsonpathTransformer("$..name", "state-machine-name"),
-            JsonpathTransformer("$..logGroupArn", "log-group-arn"),
-        ]
-    )
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__),
-            "../../../../../templates/statemachine_machine_logging_configuration.yml",
-        )
-    )
-    statemachine_arn = stack.outputs["StateMachineArnOutput"]
-    describe_state_machine_result = aws_client.stepfunctions.describe_state_machine(
-        stateMachineArn=statemachine_arn
-    )
-    sfn_snapshot.match("describe_state_machine_result", describe_state_machine_result)
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_stepfunctions.snapshot.json b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_stepfunctions.snapshot.json
deleted file mode 100644
index d0fc2a3e304de..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_stepfunctions.snapshot.json
+++ /dev/null
@@ -1,113 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_stepfunctions.py::test_cfn_statemachine_default_s3_location": {
-    "recorded-date": "17-12-2024, 16:06:46",
-    "recorded-content": {
-      "describe_state_machine_output_on_create": {
-        "creationDate": "datetime",
-        "definition": {
-          "Comment": "step: on create",
-          "StartAt": "S0",
-          "States": {
-            "S0": {
-              "Type": "Succeed"
-            }
-          }
-        },
-        "encryptionConfiguration": {
-          "type": "AWS_OWNED_KEY"
-        },
-        "loggingConfiguration": {
-          "includeExecutionData": false,
-          "level": "OFF"
-        },
-        "name": "<state-machine-name:1>",
-        "roleArn": "<role-arn:1>",
-        "stateMachineArn": "<state-machine-arn:1>",
-        "status": "ACTIVE",
-        "tracingConfiguration": {
-          "enabled": false
-        },
-        "type": "STANDARD",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "describe_state_machine_output_on_update": {
-        "creationDate": "datetime",
-        "definition": {
-          "Comment": "step: on update",
-          "StartAt": "S0",
-          "States": {
-            "S0": {
-              "Type": "Succeed"
-            }
-          }
-        },
-        "encryptionConfiguration": {
-          "type": "AWS_OWNED_KEY"
-        },
-        "loggingConfiguration": {
-          "includeExecutionData": false,
-          "level": "OFF"
-        },
-        "name": "<state-machine-name:1>",
-        "revisionId": "<uuid:1>",
-        "roleArn": "<role-arn:1>",
-        "stateMachineArn": "<state-machine-arn:1>",
-        "status": "ACTIVE",
-        "tracingConfiguration": {
-          "enabled": false
-        },
-        "type": "STANDARD",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_stepfunctions.py::test_statemachine_create_with_logging_configuration": {
-    "recorded-date": "24-03-2025, 21:58:55",
-    "recorded-content": {
-      "describe_state_machine_result": {
-        "creationDate": "datetime",
-        "definition": {
-          "StartAt": "S0",
-          "States": {
-            "S0": {
-              "Type": "Pass",
-              "End": true
-            }
-          }
-        },
-        "encryptionConfiguration": {
-          "type": "AWS_OWNED_KEY"
-        },
-        "loggingConfiguration": {
-          "destinations": [
-            {
-              "cloudWatchLogsLogGroup": {
-                "logGroupArn": "<log-group-arn:1>"
-              }
-            }
-          ],
-          "includeExecutionData": true,
-          "level": "ALL"
-        },
-        "name": "<state-machine-name:1>",
-        "roleArn": "<role-arn:1>",
-        "stateMachineArn": "<state-machine-arn:1>",
-        "status": "ACTIVE",
-        "tracingConfiguration": {
-          "enabled": false
-        },
-        "type": "STANDARD",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_stepfunctions.validation.json b/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_stepfunctions.validation.json
deleted file mode 100644
index 267fe6634138d..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_stepfunctions.validation.json
+++ /dev/null
@@ -1,8 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_stepfunctions.py::test_cfn_statemachine_default_s3_location": {
-    "last_validated_date": "2024-12-17T16:06:46+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/resources/test_stepfunctions.py::test_statemachine_create_with_logging_configuration": {
-    "last_validated_date": "2025-03-24T21:58:55+00:00"
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.py b/tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.py
deleted file mode 100644
index 247075382cec5..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.py
+++ /dev/null
@@ -1,1288 +0,0 @@
-import base64
-import json
-import os
-import re
-from copy import deepcopy
-
-import botocore.exceptions
-import pytest
-import yaml
-
-from localstack.aws.api.lambda_ import Runtime
-from localstack.services.cloudformation.engine.yaml_parser import parse_yaml
-from localstack.services.cloudformation.v2.utils import is_v2_engine
-from localstack.testing.aws.cloudformation_utils import load_template_file, load_template_raw
-from localstack.testing.aws.util import is_aws_cloud
-from localstack.testing.pytest import markers
-from localstack.testing.pytest.fixtures import StackDeployError
-from localstack.utils.common import short_uid
-from localstack.utils.files import load_file
-from localstack.utils.sync import wait_until
-
-pytestmark = pytest.mark.skipif(
-    condition=not is_v2_engine() and not is_aws_cloud(),
-    reason="Only targeting the new engine",
-)
-
-
-def create_macro(
-    macro_name, function_path, deploy_cfn_template, create_lambda_function, lambda_client
-):
-    macro_function_path = function_path
-
-    func_name = f"test_lambda_{short_uid()}"
-    create_lambda_function(
-        func_name=func_name,
-        handler_file=macro_function_path,
-        runtime=Runtime.python3_12,
-        client=lambda_client,
-        timeout=1,
-    )
-
-    return deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../templates/macro_resource.yml"
-        ),
-        parameters={"FunctionName": func_name, "MacroName": macro_name},
-    )
-
-
-class TestTypes:
-    @markers.aws.validated
-    def test_implicit_type_conversion(self, deploy_cfn_template, snapshot, aws_client):
-        snapshot.add_transformer(snapshot.transform.sqs_api())
-        stack = deploy_cfn_template(
-            max_wait=180,
-            template_path=os.path.join(
-                os.path.dirname(__file__),
-                "../../../../templates/engine/implicit_type_conversion.yml",
-            ),
-        )
-        queue = aws_client.sqs.get_queue_attributes(
-            QueueUrl=stack.outputs["QueueUrl"], AttributeNames=["All"]
-        )
-        snapshot.match("queue", queue)
-
-
-class TestIntrinsicFunctions:
-    @pytest.mark.parametrize(
-        ("intrinsic_fn", "parameter_1", "parameter_2", "expected_bucket_created"),
-        [
-            ("Fn::And", "0", "0", False),
-            ("Fn::And", "0", "1", False),
-            ("Fn::And", "1", "0", False),
-            ("Fn::And", "1", "1", True),
-            ("Fn::Or", "0", "0", False),
-            ("Fn::Or", "0", "1", True),
-            ("Fn::Or", "1", "0", True),
-            ("Fn::Or", "1", "1", True),
-        ],
-    )
-    @markers.aws.validated
-    def test_and_or_functions(
-        self,
-        intrinsic_fn,
-        parameter_1,
-        parameter_2,
-        expected_bucket_created,
-        deploy_cfn_template,
-        aws_client,
-    ):
-        bucket_name = f"ls-bucket-{short_uid()}"
-
-        deploy_cfn_template(
-            template_path=os.path.join(
-                os.path.dirname(__file__), "../../../../templates/cfn_intrinsic_functions.yaml"
-            ),
-            parameters={
-                "Param1": parameter_1,
-                "Param2": parameter_2,
-                "BucketName": bucket_name,
-            },
-            template_mapping={
-                "intrinsic_fn": intrinsic_fn,
-            },
-        )
-
-        buckets = aws_client.s3.list_buckets()
-        bucket_names = [b["Name"] for b in buckets["Buckets"]]
-        assert (bucket_name in bucket_names) == expected_bucket_created
-
-    @markers.aws.validated
-    def test_base64_sub_and_getatt_functions(self, deploy_cfn_template):
-        template_path = os.path.join(
-            os.path.dirname(__file__), "../../../../templates/functions_getatt_sub_base64.yml"
-        )
-        original_string = f"string-{short_uid()}"
-        deployed = deploy_cfn_template(
-            template_path=template_path, parameters={"OriginalString": original_string}
-        )
-
-        converted_string = base64.b64encode(bytes(original_string, "utf-8")).decode("utf-8")
-        assert converted_string == deployed.outputs["Encoded"]
-
-    @pytest.mark.skip(reason="CFNV2:LanguageExtensions")
-    @markers.aws.validated
-    def test_split_length_and_join_functions(self, deploy_cfn_template):
-        template_path = os.path.join(
-            os.path.dirname(__file__), "../../../../templates/functions_select_split_join.yml"
-        )
-
-        first_value = f"string-{short_uid()}"
-        second_value = f"string-{short_uid()}"
-        deployed = deploy_cfn_template(
-            template_path=template_path,
-            parameters={
-                "MultipleValues": f"{first_value};{second_value}",
-                "Value1": first_value,
-                "Value2": second_value,
-            },
-        )
-
-        assert first_value == deployed.outputs["SplitResult"]
-        assert f"{first_value}_{second_value}" == deployed.outputs["JoinResult"]
-
-        # TODO support join+split and length operations
-        # assert f"{first_value}_{second_value}" == deployed.outputs["SplitJoin"]
-        # assert 2 == deployed.outputs["LengthResult"]
-
-    @markers.aws.validated
-    @pytest.mark.skip(reason="functions not currently supported")
-    def test_to_json_functions(self, deploy_cfn_template):
-        template_path = os.path.join(
-            os.path.dirname(__file__), "../../../../templates/function_to_json_string.yml"
-        )
-
-        first_value = f"string-{short_uid()}"
-        second_value = f"string-{short_uid()}"
-        deployed = deploy_cfn_template(
-            template_path=template_path,
-            parameters={
-                "Value1": first_value,
-                "Value2": second_value,
-            },
-        )
-
-        json_result = json.loads(deployed.outputs["Result"])
-
-        assert json_result["key1"] == first_value
-        assert json_result["key2"] == second_value
-        assert "value1" == deployed.outputs["Result2"]
-
-    @markers.aws.validated
-    def test_find_map_function(self, deploy_cfn_template):
-        template_path = os.path.join(
-            os.path.dirname(__file__), "../../../../templates/function_find_in_map.yml"
-        )
-
-        deployed = deploy_cfn_template(
-            template_path=template_path,
-        )
-
-        assert deployed.outputs["Result"] == "us-east-1"
-
-    @markers.aws.validated
-    @pytest.mark.skip(reason="function not currently supported")
-    def test_cidr_function(self, deploy_cfn_template):
-        template_path = os.path.join(
-            os.path.dirname(__file__), "../../../../templates/functions_cidr.yml"
-        )
-
-        # TODO parametrize parameters and result
-        deployed = deploy_cfn_template(
-            template_path=template_path,
-            parameters={"IpBlock": "10.0.0.0/16", "Count": "1", "CidrBits": "8", "Select": "0"},
-        )
-
-        assert deployed.outputs["Address"] == "10.0.0.0/24"
-
-    @pytest.mark.parametrize(
-        "region",
-        [
-            "us-east-1",
-            "us-east-2",
-            "us-west-1",
-            "us-west-2",
-            "ap-southeast-2",
-            "ap-northeast-1",
-            "eu-central-1",
-            "eu-west-1",
-        ],
-    )
-    @markers.aws.validated
-    def test_get_azs_function(self, deploy_cfn_template, region, aws_client_factory):
-        """
-        TODO parametrize this test.
-        For that we need to be able to parametrize the client region. The docs show the we should be
-        able to put any region in the parameters but it doesn't work. It only accepts the same region from the client config
-        if you put anything else it just returns an empty list.
-        """
-        template_path = os.path.join(
-            os.path.dirname(__file__), "../../../../templates/functions_get_azs.yml"
-        )
-
-        aws_client = aws_client_factory(region_name=region)
-        deployed = deploy_cfn_template(
-            template_path=template_path,
-            custom_aws_client=aws_client,
-            parameters={"DeployRegion": region},
-        )
-
-        azs = deployed.outputs["Zones"].split(";")
-        assert len(azs) > 0
-        assert all(re.match(f"{region}[a-f]", az) for az in azs)
-
-    @markers.aws.validated
-    def test_sub_not_ready(self, deploy_cfn_template):
-        template_path = os.path.join(
-            os.path.dirname(__file__), "../../../../templates/sub_dependencies.yaml"
-        )
-        deploy_cfn_template(
-            template_path=template_path,
-            max_wait=120,
-        )
-
-    @markers.aws.validated
-    def test_cfn_template_with_short_form_fn_sub(self, deploy_cfn_template):
-        stack = deploy_cfn_template(
-            template_path=os.path.join(
-                os.path.dirname(__file__), "../../../../templates/engine/cfn_short_sub.yml"
-            ),
-        )
-
-        result = stack.outputs["Result"]
-        assert result == "test"
-
-    @markers.aws.validated
-    def test_sub_number_type(self, deploy_cfn_template):
-        alarm_name_prefix = "alarm-test-latency-preemptive"
-        threshold = "1000.0"
-        period = "60"
-        stack = deploy_cfn_template(
-            template_path=os.path.join(
-                os.path.dirname(__file__), "../../../../templates/sub_number_type.yml"
-            ),
-            parameters={
-                "ResourceNamePrefix": alarm_name_prefix,
-                "RestLatencyPreemptiveAlarmThreshold": threshold,
-                "RestLatencyPreemptiveAlarmPeriod": period,
-            },
-        )
-
-        assert stack.outputs["AlarmName"] == f"{alarm_name_prefix}-{period}"
-        assert stack.outputs["Threshold"] == threshold
-        assert stack.outputs["Period"] == period
-
-    @markers.aws.validated
-    def test_join_no_value_construct(self, deploy_cfn_template, snapshot, aws_client):
-        stack = deploy_cfn_template(
-            template_path=os.path.join(
-                os.path.dirname(__file__), "../../../../templates/engine/join_no_value.yml"
-            )
-        )
-
-        snapshot.match("join-output", stack.outputs)
-
-
-@pytest.mark.skip(reason="CFNV2:Imports unsupported")
-class TestImports:
-    @markers.aws.validated
-    def test_stack_imports(self, deploy_cfn_template, aws_client):
-        queue_name1 = f"q-{short_uid()}"
-        queue_name2 = f"q-{short_uid()}"
-        deploy_cfn_template(
-            template_path=os.path.join(
-                os.path.dirname(__file__), "../../../../templates/sqs_export.yml"
-            ),
-            parameters={"QueueName": queue_name1},
-        )
-        stack2 = deploy_cfn_template(
-            template_path=os.path.join(
-                os.path.dirname(__file__), "../../../../templates/sqs_import.yml"
-            ),
-            parameters={"QueueName": queue_name2},
-        )
-        queue_url1 = aws_client.sqs.get_queue_url(QueueName=queue_name1)["QueueUrl"]
-        queue_url2 = aws_client.sqs.get_queue_url(QueueName=queue_name2)["QueueUrl"]
-
-        queue_arn1 = aws_client.sqs.get_queue_attributes(
-            QueueUrl=queue_url1, AttributeNames=["QueueArn"]
-        )["Attributes"]["QueueArn"]
-        queue_arn2 = aws_client.sqs.get_queue_attributes(
-            QueueUrl=queue_url2, AttributeNames=["QueueArn"]
-        )["Attributes"]["QueueArn"]
-
-        assert stack2.outputs["MessageQueueArn1"] == queue_arn1
-        assert stack2.outputs["MessageQueueArn2"] == queue_arn2
-
-
-@pytest.mark.skip(reason="CFNV2:Resolve")
-class TestSsmParameters:
-    @markers.aws.validated
-    def test_create_stack_with_ssm_parameters(
-        self, create_parameter, deploy_cfn_template, snapshot, aws_client
-    ):
-        snapshot.add_transformer(snapshot.transform.cloudformation_api())
-        snapshot.add_transformer(snapshot.transform.key_value("ParameterValue"))
-        snapshot.add_transformer(snapshot.transform.key_value("ResolvedValue"))
-
-        parameter_name = f"ls-param-{short_uid()}"
-        parameter_value = f"ls-param-value-{short_uid()}"
-        create_parameter(Name=parameter_name, Value=parameter_value, Type="String")
-        stack = deploy_cfn_template(
-            template_path=os.path.join(
-                os.path.dirname(__file__), "../../../../templates/dynamicparameter_ssm_string.yaml"
-            ),
-            template_mapping={"parameter_name": parameter_name},
-        )
-
-        stack_description = aws_client.cloudformation.describe_stacks(StackName=stack.stack_name)[
-            "Stacks"
-        ][0]
-        snapshot.match("stack-details", stack_description)
-
-        topics = aws_client.sns.list_topics()
-        topic_arns = [t["TopicArn"] for t in topics["Topics"]]
-
-        matching = [arn for arn in topic_arns if parameter_value in arn]
-        assert len(matching) == 1
-
-        tags = aws_client.sns.list_tags_for_resource(ResourceArn=matching[0])
-        snapshot.match("topic-tags", tags)
-
-    @markers.aws.validated
-    def test_resolve_ssm(self, create_parameter, deploy_cfn_template):
-        parameter_key = f"param-key-{short_uid()}"
-        parameter_value = f"param-value-{short_uid()}"
-        create_parameter(Name=parameter_key, Value=parameter_value, Type="String")
-
-        result = deploy_cfn_template(
-            parameters={"DynamicParameter": parameter_key},
-            template_path=os.path.join(
-                os.path.dirname(__file__), "../../../../templates/resolve_ssm.yaml"
-            ),
-        )
-
-        topic_name = result.outputs["TopicName"]
-        assert topic_name == parameter_value
-
-    @markers.aws.validated
-    def test_resolve_ssm_with_version(self, create_parameter, deploy_cfn_template, aws_client):
-        parameter_key = f"param-key-{short_uid()}"
-        parameter_value_v0 = f"param-value-{short_uid()}"
-        parameter_value_v1 = f"param-value-{short_uid()}"
-        parameter_value_v2 = f"param-value-{short_uid()}"
-
-        create_parameter(Name=parameter_key, Type="String", Value=parameter_value_v0)
-
-        v1 = aws_client.ssm.put_parameter(
-            Name=parameter_key, Overwrite=True, Type="String", Value=parameter_value_v1
-        )
-        aws_client.ssm.put_parameter(
-            Name=parameter_key, Overwrite=True, Type="String", Value=parameter_value_v2
-        )
-
-        result = deploy_cfn_template(
-            parameters={"DynamicParameter": f"{parameter_key}:{v1['Version']}"},
-            template_path=os.path.join(
-                os.path.dirname(__file__), "../../../../templates/resolve_ssm.yaml"
-            ),
-        )
-
-        topic_name = result.outputs["TopicName"]
-        assert topic_name == parameter_value_v1
-
-    @markers.aws.needs_fixing
-    def test_resolve_ssm_secure(self, create_parameter, deploy_cfn_template):
-        parameter_key = f"param-key-{short_uid()}"
-        parameter_value = f"param-value-{short_uid()}"
-
-        create_parameter(Name=parameter_key, Value=parameter_value, Type="SecureString")
-
-        result = deploy_cfn_template(
-            parameters={"DynamicParameter": f"{parameter_key}"},
-            template_path=os.path.join(
-                os.path.dirname(__file__), "../../../../templates/resolve_ssm_secure.yaml"
-            ),
-        )
-
-        topic_name = result.outputs["TopicName"]
-        assert topic_name == parameter_value
-
-    @markers.aws.validated
-    def test_ssm_nested_with_nested_stack(self, s3_create_bucket, deploy_cfn_template, aws_client):
-        """
-        When resolving the references in the cloudformation template for 'Fn::GetAtt' we need to consider the attribute subname.
-        Eg: In "Fn::GetAtt": "ChildParam.Outputs.Value", where attribute reference is ChildParam.Outputs.Value the:
-        resource logical id is ChildParam and attribute name is Outputs we need to fetch the Value attribute from the resource properties
-        of the model instance.
-        """
-
-        bucket_name = s3_create_bucket()
-        domain = "amazonaws.com" if is_aws_cloud() else "localhost.localstack.cloud:4566"
-
-        aws_client.s3.upload_file(
-            os.path.join(os.path.dirname(__file__), "../../../../templates/nested_child_ssm.yaml"),
-            Bucket=bucket_name,
-            Key="nested_child_ssm.yaml",
-        )
-
-        key_value = "child-2-param-name"
-
-        deploy_cfn_template(
-            max_wait=120 if is_aws_cloud() else 20,
-            template_path=os.path.join(
-                os.path.dirname(__file__), "../../../../templates/nested_parent_ssm.yaml"
-            ),
-            parameters={
-                "ChildStackURL": f"https://{bucket_name}.s3.{domain}/nested_child_ssm.yaml",
-                "KeyValue": key_value,
-            },
-        )
-
-        ssm_parameter = aws_client.ssm.get_parameter(Name="test-param")["Parameter"]["Value"]
-
-        assert ssm_parameter == key_value
-
-    @markers.aws.validated
-    def test_create_change_set_with_ssm_parameter_list(
-        self, deploy_cfn_template, aws_client, region_name, account_id, snapshot
-    ):
-        snapshot.add_transformer(snapshot.transform.key_value(key="role-name"))
-
-        parameter_logical_id = "parameter123"
-        parameter_name = f"ls-param-{short_uid()}"
-        role_name = f"ls-role-{short_uid()}"
-        parameter_value = ",".join(
-            [
-                f"arn:aws:ssm:{region_name}:{account_id}:parameter/some/params",
-                f"arn:aws:ssm:{region_name}:{account_id}:parameter/some/other/params",
-            ]
-        )
-        snapshot.match("role-name", role_name)
-
-        aws_client.ssm.put_parameter(Name=parameter_name, Value=parameter_value, Type="StringList")
-
-        deploy_cfn_template(
-            max_wait=120 if is_aws_cloud() else 20,
-            template_path=os.path.join(
-                os.path.dirname(__file__), "../../../../templates/dynamicparameter_ssm_list.yaml"
-            ),
-            template_mapping={"role_name": role_name},
-            parameters={parameter_logical_id: parameter_name},
-        )
-        role_policy = aws_client.iam.get_role_policy(RoleName=role_name, PolicyName="policy-123")
-        snapshot.match("iam_role_policy", role_policy)
-
-
-class TestSecretsManagerParameters:
-    @pytest.mark.skip(reason="CFNV2:Resolve")
-    @pytest.mark.parametrize(
-        "template_name",
-        [
-            "resolve_secretsmanager_full.yaml",
-            "resolve_secretsmanager_partial.yaml",
-            "resolve_secretsmanager.yaml",
-        ],
-    )
-    @markers.aws.validated
-    def test_resolve_secretsmanager(self, create_secret, deploy_cfn_template, template_name):
-        parameter_key = f"param-key-{short_uid()}"
-        parameter_value = f"param-value-{short_uid()}"
-
-        create_secret(Name=parameter_key, SecretString=parameter_value)
-
-        result = deploy_cfn_template(
-            parameters={"DynamicParameter": f"{parameter_key}"},
-            template_path=os.path.join(
-                os.path.dirname(__file__),
-                "../../../../templates",
-                template_name,
-            ),
-        )
-
-        topic_name = result.outputs["TopicName"]
-        assert topic_name == parameter_value
-
-
-class TestPreviousValues:
-    @pytest.mark.skip(reason="outputs don't behave well in combination with conditions")
-    @markers.aws.validated
-    def test_parameter_usepreviousvalue_behavior(
-        self, deploy_cfn_template, is_stack_updated, aws_client
-    ):
-        template_path = os.path.join(
-            os.path.dirname(__file__), "../../../../templates/cfn_reuse_param.yaml"
-        )
-
-        # 1. create with overridden default value. Due to the condition this should neither create the optional topic,
-        # nor the corresponding output
-        stack = deploy_cfn_template(template_path=template_path, parameters={"DeployParam": "no"})
-
-        stack_describe_response = aws_client.cloudformation.describe_stacks(
-            StackName=stack.stack_name
-        )["Stacks"][0]
-        assert len(stack_describe_response["Outputs"]) == 1
-
-        # 2. update using UsePreviousValue. DeployParam should still be "no", still overriding the default and the only
-        # change should be the changed tag on the required topic
-        aws_client.cloudformation.update_stack(
-            StackName=stack.stack_namestack_name,
-            TemplateBody=load_template_raw(template_path),
-            Parameters=[
-                {"ParameterKey": "CustomTag", "ParameterValue": "trigger-change"},
-                {"ParameterKey": "DeployParam", "UsePreviousValue": True},
-            ],
-        )
-        wait_until(is_stack_updated(stack.stack_id))
-        stack_describe_response = aws_client.cloudformation.describe_stacks(
-            StackName=stack.stack_name
-        )["Stacks"][0]
-        assert len(stack_describe_response["Outputs"]) == 1
-
-        # 3. update with setting the deployparam to "yes" not. The condition will evaluate to true and thus create the
-        # topic + output note: for an even trickier challenge for the cloudformation engine, remove the second parameter
-        # key. Behavior should stay the same.
-        aws_client.cloudformation.update_stack(
-            StackName=stack.stack_name,
-            TemplateBody=load_template_raw(template_path),
-            Parameters=[
-                {"ParameterKey": "CustomTag", "ParameterValue": "trigger-change-2"},
-                {"ParameterKey": "DeployParam", "ParameterValue": "yes"},
-            ],
-        )
-        assert is_stack_updated(stack.stack_id)
-        stack_describe_response = aws_client.cloudformation.describe_stacks(
-            StackName=stack.stack_id
-        )["Stacks"][0]
-        assert len(stack_describe_response["Outputs"]) == 2
-
-
-@pytest.mark.skip(reason="CFNV2:Imports unsupported")
-class TestImportValues:
-    @markers.aws.validated
-    def test_cfn_with_exports(self, deploy_cfn_template, aws_client, snapshot):
-        stack = deploy_cfn_template(
-            template_path=os.path.join(
-                os.path.dirname(__file__), "../../../../templates/engine/cfn_exports.yml"
-            )
-        )
-
-        exports = aws_client.cloudformation.list_exports()["Exports"]
-        filtered = [exp for exp in exports if exp["ExportingStackId"] == stack.stack_id]
-        filtered.sort(key=lambda x: x["Name"])
-
-        snapshot.match("exports", filtered)
-
-        snapshot.add_transformer(snapshot.transform.regex(stack.stack_id, "<stack-id>"))
-        snapshot.add_transformer(snapshot.transform.regex(stack.stack_name, "<stack-name>"))
-
-    @markers.aws.validated
-    def test_import_values_across_stacks(self, deploy_cfn_template, aws_client):
-        export_name = f"b-{short_uid()}"
-
-        # create stack #1
-        result = deploy_cfn_template(
-            template_path=os.path.join(
-                os.path.dirname(__file__), "../../../../templates/cfn_function_export.yml"
-            ),
-            parameters={"BucketExportName": export_name},
-        )
-        bucket_name1 = result.outputs.get("BucketName1")
-        assert bucket_name1
-
-        # create stack #2
-        result = deploy_cfn_template(
-            template_path=os.path.join(
-                os.path.dirname(__file__), "../../../../templates/cfn_function_import.yml"
-            ),
-            parameters={"BucketExportName": export_name},
-        )
-        bucket_name2 = result.outputs.get("BucketName2")
-        assert bucket_name2
-
-        # assert that correct bucket tags have been created
-        tagging = aws_client.s3.get_bucket_tagging(Bucket=bucket_name2)
-        test_tag = [tag for tag in tagging["TagSet"] if tag["Key"] == "test"]
-        assert test_tag
-        assert test_tag[0]["Value"] == bucket_name1
-
-        # TODO support this method
-        # assert cfn_client.list_imports(ExportName=export_name)["Imports"]
-
-
-class TestMacros:
-    @markers.aws.validated
-    def test_macro_deployment(
-        self, deploy_cfn_template, create_lambda_function, snapshot, aws_client
-    ):
-        macro_function_path = os.path.join(
-            os.path.dirname(__file__), "../../../../templates/macros/format_template.py"
-        )
-        macro_name = "SubstitutionMacro"
-
-        func_name = f"test_lambda_{short_uid()}"
-        create_lambda_function(
-            func_name=func_name,
-            handler_file=macro_function_path,
-            runtime=Runtime.python3_12,
-            client=aws_client.lambda_,
-        )
-
-        stack_with_macro = deploy_cfn_template(
-            template_path=os.path.join(
-                os.path.dirname(__file__), "../../../../templates/macro_resource.yml"
-            ),
-            parameters={"FunctionName": func_name, "MacroName": macro_name},
-        )
-
-        description = aws_client.cloudformation.describe_stack_resources(
-            StackName=stack_with_macro.stack_name
-        )
-
-        snapshot.add_transformer(snapshot.transform.cloudformation_api())
-        snapshot.match("stack_outputs", stack_with_macro.outputs)
-        snapshot.match("stack_resource_descriptions", description)
-
-    @pytest.mark.skip("CFNV2:Macros")
-    @markers.aws.validated
-    @markers.snapshot.skip_snapshot_verify(
-        paths=[
-            "$..TemplateBody.Resources.Parameter.LogicalResourceId",
-            "$..TemplateBody.Conditions",
-            "$..TemplateBody.Mappings",
-            "$..TemplateBody.StackId",
-            "$..TemplateBody.StackName",
-            "$..TemplateBody.Transform",
-        ]
-    )
-    def test_global_scope(
-        self, deploy_cfn_template, create_lambda_function, snapshot, cleanups, aws_client
-    ):
-        """
-        This test validates the behaviour of a template deployment that includes a global transformation
-        """
-
-        macro_function_path = os.path.join(
-            os.path.dirname(__file__), "../../../../templates/macros/format_template.py"
-        )
-        macro_name = "SubstitutionMacro"
-        func_name = f"test_lambda_{short_uid()}"
-        create_lambda_function(
-            func_name=func_name,
-            handler_file=macro_function_path,
-            runtime=Runtime.python3_12,
-            client=aws_client.lambda_,
-            timeout=1,
-        )
-
-        deploy_cfn_template(
-            template_path=os.path.join(
-                os.path.dirname(__file__), "../../../../templates/macro_resource.yml"
-            ),
-            parameters={"FunctionName": func_name, "MacroName": macro_name},
-        )
-
-        new_value = f"new-value-{short_uid()}"
-        stack_name = f"stake-{short_uid()}"
-        aws_client.cloudformation.create_stack(
-            StackName=stack_name,
-            Capabilities=["CAPABILITY_AUTO_EXPAND"],
-            TemplateBody=load_template_file(
-                os.path.join(
-                    os.path.dirname(__file__),
-                    "../../../../templates/transformation_global_parameter.yml",
-                )
-            ),
-            Parameters=[{"ParameterKey": "Substitution", "ParameterValue": new_value}],
-        )
-        cleanups.append(lambda: aws_client.cloudformation.delete_stack(StackName=stack_name))
-        aws_client.cloudformation.get_waiter("stack_create_complete").wait(StackName=stack_name)
-
-        processed_template = aws_client.cloudformation.get_template(
-            StackName=stack_name, TemplateStage="Processed"
-        )
-        snapshot.add_transformer(snapshot.transform.regex(new_value, "new-value"))
-        snapshot.match("processed_template", processed_template)
-
-    @pytest.mark.skip(
-        reason="CFNV2:Fn::Transform as resource property with missing Name and Parameters fields."
-    )
-    @markers.aws.validated
-    @pytest.mark.parametrize(
-        "template_to_transform",
-        ["transformation_snippet_topic.yml", "transformation_snippet_topic.json"],
-    )
-    def test_snipped_scope(
-        self,
-        deploy_cfn_template,
-        create_lambda_function,
-        snapshot,
-        template_to_transform,
-        aws_client,
-    ):
-        """
-        This test validates the behaviour of a template deployment that includes a snipped transformation also the
-        responses from the get_template with different template formats.
-        """
-        macro_function_path = os.path.join(
-            os.path.dirname(__file__), "../../../../templates/macros/add_standard_attributes.py"
-        )
-
-        func_name = f"test_lambda_{short_uid()}"
-        create_lambda_function(
-            func_name=func_name,
-            handler_file=macro_function_path,
-            runtime=Runtime.python3_12,
-            client=aws_client.lambda_,
-            timeout=1,
-        )
-
-        macro_name = "ConvertTopicToFifo"
-        stack_name = f"stake-macro-{short_uid()}"
-        deploy_cfn_template(
-            stack_name=stack_name,
-            template_path=os.path.join(
-                os.path.dirname(__file__), "../../../../templates/macro_resource.yml"
-            ),
-            parameters={"FunctionName": func_name, "MacroName": macro_name},
-        )
-
-        topic_name = f"topic-{short_uid()}.fifo"
-        stack = deploy_cfn_template(
-            template_path=os.path.join(
-                os.path.dirname(__file__),
-                "../../../../templates",
-                template_to_transform,
-            ),
-            parameters={"TopicName": topic_name},
-        )
-        original_template = aws_client.cloudformation.get_template(
-            StackName=stack.stack_name, TemplateStage="Original"
-        )
-        processed_template = aws_client.cloudformation.get_template(
-            StackName=stack.stack_name, TemplateStage="Processed"
-        )
-        snapshot.add_transformer(snapshot.transform.regex(topic_name, "topic-name"))
-
-        snapshot.match("original_template", original_template)
-        snapshot.match("processed_template", processed_template)
-
-    @markers.aws.validated
-    def test_attribute_uses_macro(self, deploy_cfn_template, create_lambda_function, aws_client):
-        macro_function_path = os.path.join(
-            os.path.dirname(__file__), "../../../../templates/macros/return_random_string.py"
-        )
-
-        func_name = f"test_lambda_{short_uid()}"
-        create_lambda_function(
-            func_name=func_name,
-            handler_file=macro_function_path,
-            runtime=Runtime.python3_12,
-            client=aws_client.lambda_,
-        )
-
-        macro_name = "GenerateRandom"
-        deploy_cfn_template(
-            template_path=os.path.join(
-                os.path.dirname(__file__), "../../../../templates/macro_resource.yml"
-            ),
-            parameters={"FunctionName": func_name, "MacroName": macro_name},
-        )
-
-        stack = deploy_cfn_template(
-            template_path=os.path.join(
-                os.path.dirname(__file__),
-                "../../../../templates",
-                "transformation_resource_att.yml",
-            ),
-            parameters={"Input": "test"},
-        )
-
-        resulting_value = stack.outputs["Parameter"]
-        assert "test-" in resulting_value
-
-    @markers.aws.validated
-    @pytest.mark.skip(reason="Fn::Transform does not support array of transformations")
-    def test_scope_order_and_parameters(
-        self, deploy_cfn_template, create_lambda_function, snapshot, aws_client
-    ):
-        """
-        The test validates the order of execution of transformations and also asserts that any type of
-        transformation can receive inputs.
-        """
-
-        macro_function_path = os.path.join(
-            os.path.dirname(__file__), "../../../../templates/macros/replace_string.py"
-        )
-        macro_name = "ReplaceString"
-        func_name = f"test_lambda_{short_uid()}"
-        create_lambda_function(
-            func_name=func_name,
-            handler_file=macro_function_path,
-            runtime=Runtime.python3_12,
-            client=aws_client.lambda_,
-            timeout=1,
-        )
-
-        deploy_cfn_template(
-            template_path=os.path.join(
-                os.path.dirname(__file__), "../../../../templates/macro_resource.yml"
-            ),
-            parameters={"FunctionName": func_name, "MacroName": macro_name},
-        )
-
-        stack = deploy_cfn_template(
-            template_path=os.path.join(
-                os.path.dirname(__file__),
-                "../../../../templates/transformation_multiple_scope_parameter.yml",
-            ),
-        )
-
-        processed_template = aws_client.cloudformation.get_template(
-            StackName=stack.stack_name, TemplateStage="Processed"
-        )
-        snapshot.match("processed_template", processed_template)
-
-    @pytest.mark.skip(reason="CFNV2:Validation")
-    @markers.aws.validated
-    @markers.snapshot.skip_snapshot_verify(
-        paths=[
-            "$..TemplateBody.Resources.Parameter.LogicalResourceId",
-            "$..TemplateBody.Conditions",
-            "$..TemplateBody.Mappings",
-            "$..TemplateBody.Parameters",
-            "$..TemplateBody.StackId",
-            "$..TemplateBody.StackName",
-            "$..TemplateBody.Transform",
-            "$..TemplateBody.Resources.Role.LogicalResourceId",
-        ]
-    )
-    def test_capabilities_requirements(
-        self, deploy_cfn_template, create_lambda_function, snapshot, cleanups, aws_client
-    ):
-        """
-        The test validates that AWS will return an error about missing CAPABILITY_AUTOEXPAND when adding a
-        resource during the transformation, and it will ask for CAPABILITY_NAMED_IAM when the new resource is a
-        IAM role
-        """
-
-        macro_function_path = os.path.join(
-            os.path.dirname(__file__), "../../../../templates/macros/add_role.py"
-        )
-        macro_name = "AddRole"
-        func_name = f"test_lambda_{short_uid()}"
-        create_lambda_function(
-            func_name=func_name,
-            handler_file=macro_function_path,
-            runtime=Runtime.python3_12,
-            client=aws_client.lambda_,
-            timeout=1,
-        )
-
-        deploy_cfn_template(
-            template_path=os.path.join(
-                os.path.dirname(__file__), "../../../../templates/macro_resource.yml"
-            ),
-            parameters={"FunctionName": func_name, "MacroName": macro_name},
-        )
-
-        stack_name = f"stack-{short_uid()}"
-        args = {
-            "StackName": stack_name,
-            "TemplateBody": load_file(
-                os.path.join(
-                    os.path.dirname(__file__),
-                    "../../../../templates/transformation_add_role.yml",
-                )
-            ),
-        }
-        with pytest.raises(botocore.exceptions.ClientError) as ex:
-            aws_client.cloudformation.create_stack(**args)
-        snapshot.match("error", ex.value.response)
-
-        args["Capabilities"] = [
-            "CAPABILITY_AUTO_EXPAND",  # Required to allow macro to add a role to template
-            "CAPABILITY_NAMED_IAM",  # Required to allow CFn create added role
-        ]
-        aws_client.cloudformation.create_stack(**args)
-        cleanups.append(lambda: aws_client.cloudformation.delete_stack(StackName=stack_name))
-        aws_client.cloudformation.get_waiter("stack_create_complete").wait(StackName=stack_name)
-        processed_template = aws_client.cloudformation.get_template(
-            StackName=stack_name, TemplateStage="Processed"
-        )
-        snapshot.add_transformer(snapshot.transform.key_value("RoleName", "role-name"))
-        snapshot.match("processed_template", processed_template)
-
-    @pytest.mark.skip("CFNV2:GetTemplate")
-    @markers.aws.validated
-    @markers.snapshot.skip_snapshot_verify(
-        paths=[
-            "$..Event.fragment.Conditions",
-            "$..Event.fragment.Mappings",
-            "$..Event.fragment.Outputs",
-            "$..Event.fragment.Resources.Parameter.LogicalResourceId",
-            "$..Event.fragment.StackId",
-            "$..Event.fragment.StackName",
-            "$..Event.fragment.Transform",
-        ]
-    )
-    def test_validate_lambda_internals(
-        self, deploy_cfn_template, create_lambda_function, snapshot, cleanups, aws_client
-    ):
-        """
-        The test validates the content of the event pass into the macro lambda
-        """
-        macro_function_path = os.path.join(
-            os.path.dirname(__file__), "../../../../templates/macros/print_internals.py"
-        )
-
-        macro_name = "PrintInternals"
-        func_name = f"test_lambda_{short_uid()}"
-        create_lambda_function(
-            func_name=func_name,
-            handler_file=macro_function_path,
-            runtime=Runtime.python3_12,
-            client=aws_client.lambda_,
-            timeout=1,
-        )
-
-        deploy_cfn_template(
-            template_path=os.path.join(
-                os.path.dirname(__file__), "../../../../templates/macro_resource.yml"
-            ),
-            parameters={"FunctionName": func_name, "MacroName": macro_name},
-        )
-
-        stack_name = f"stake-{short_uid()}"
-        aws_client.cloudformation.create_stack(
-            StackName=stack_name,
-            Capabilities=["CAPABILITY_AUTO_EXPAND"],
-            TemplateBody=load_template_file(
-                os.path.join(
-                    os.path.dirname(__file__),
-                    "../../../../templates/transformation_print_internals.yml",
-                )
-            ),
-        )
-        cleanups.append(lambda: aws_client.cloudformation.delete_stack(StackName=stack_name))
-        aws_client.cloudformation.get_waiter("stack_create_complete").wait(StackName=stack_name)
-
-        processed_template = aws_client.cloudformation.get_template(
-            StackName=stack_name, TemplateStage="Processed"
-        )
-        snapshot.match(
-            "event",
-            processed_template["TemplateBody"]["Resources"]["Parameter"]["Properties"]["Value"],
-        )
-
-    @pytest.mark.skip("CFNV2:Validation")
-    @markers.aws.validated
-    def test_to_validate_template_limit_for_macro(
-        self, deploy_cfn_template, create_lambda_function, snapshot, aws_client
-    ):
-        """
-        The test validates the max size of a template that can be passed into the macro function
-        """
-        macro_function_path = os.path.join(
-            os.path.dirname(__file__), "../../../../templates/macros/format_template.py"
-        )
-        macro_name = "FormatTemplate"
-        func_name = f"test_lambda_{short_uid()}"
-        create_lambda_function(
-            func_name=func_name,
-            handler_file=macro_function_path,
-            runtime=Runtime.python3_12,
-            client=aws_client.lambda_,
-            timeout=1,
-        )
-
-        deploy_cfn_template(
-            template_path=os.path.join(
-                os.path.dirname(__file__), "../../../../templates/macro_resource.yml"
-            ),
-            parameters={"FunctionName": func_name, "MacroName": macro_name},
-        )
-
-        template_dict = parse_yaml(
-            load_file(
-                os.path.join(
-                    os.path.dirname(__file__),
-                    "../../../../templates/transformation_global_parameter.yml",
-                )
-            )
-        )
-        for n in range(0, 1000):
-            template_dict["Resources"][f"Parameter{n}"] = deepcopy(
-                template_dict["Resources"]["Parameter"]
-            )
-
-        template = yaml.dump(template_dict)
-
-        with pytest.raises(botocore.exceptions.ClientError) as ex:
-            aws_client.cloudformation.create_stack(
-                StackName=f"stack-{short_uid()}", TemplateBody=template
-            )
-
-        response = ex.value.response
-        response["Error"]["Message"] = response["Error"]["Message"].replace(
-            template, "<template-body>"
-        )
-        snapshot.match("error_response", response)
-
-    @pytest.mark.skip("CFNV2:Validation")
-    @markers.aws.validated
-    def test_error_pass_macro_as_reference(self, snapshot, aws_client):
-        """
-        This test shows that the CFn will reject any transformation name that has been specified as reference, for
-        example, a parameter.
-        """
-
-        with pytest.raises(botocore.exceptions.ClientError) as ex:
-            aws_client.cloudformation.create_stack(
-                StackName=f"stack-{short_uid()}",
-                TemplateBody=load_file(
-                    os.path.join(
-                        os.path.dirname(__file__),
-                        "../../../../templates/transformation_macro_as_reference.yml",
-                    )
-                ),
-                Capabilities=["CAPABILITY_AUTO_EXPAND"],
-                Parameters=[{"ParameterKey": "MacroName", "ParameterValue": "NonExistent"}],
-            )
-        snapshot.match("error", ex.value.response)
-
-    @pytest.mark.skip("CFNV2:GetTemplate")
-    @markers.aws.validated
-    def test_functions_and_references_during_transformation(
-        self, deploy_cfn_template, create_lambda_function, snapshot, cleanups, aws_client
-    ):
-        """
-        This tests shows the state of intrinsic functions during the execution of the macro
-        """
-        macro_function_path = os.path.join(
-            os.path.dirname(__file__), "../../../../templates/macros/print_references.py"
-        )
-        macro_name = "PrintReferences"
-        func_name = f"test_lambda_{short_uid()}"
-        create_lambda_function(
-            func_name=func_name,
-            handler_file=macro_function_path,
-            runtime=Runtime.python3_12,
-            client=aws_client.lambda_,
-            timeout=1,
-        )
-
-        deploy_cfn_template(
-            template_path=os.path.join(
-                os.path.dirname(__file__), "../../../../templates/macro_resource.yml"
-            ),
-            parameters={"FunctionName": func_name, "MacroName": macro_name},
-        )
-
-        stack_name = f"stake-{short_uid()}"
-        aws_client.cloudformation.create_stack(
-            StackName=stack_name,
-            Capabilities=["CAPABILITY_AUTO_EXPAND"],
-            TemplateBody=load_template_file(
-                os.path.join(
-                    os.path.dirname(__file__),
-                    "../../../../templates/transformation_macro_params_as_reference.yml",
-                )
-            ),
-            Parameters=[{"ParameterKey": "MacroInput", "ParameterValue": "CreateStackInput"}],
-        )
-        cleanups.append(lambda: aws_client.cloudformation.delete_stack(StackName=stack_name))
-        aws_client.cloudformation.get_waiter("stack_create_complete").wait(StackName=stack_name)
-
-        processed_template = aws_client.cloudformation.get_template(
-            StackName=stack_name, TemplateStage="Processed"
-        )
-        snapshot.match(
-            "event",
-            processed_template["TemplateBody"]["Resources"]["Parameter"]["Properties"]["Value"],
-        )
-
-    @pytest.mark.skip(reason="CFNV2:Validation")
-    @pytest.mark.parametrize(
-        "macro_function",
-        [
-            "return_unsuccessful_with_message.py",
-            "return_unsuccessful_without_message.py",
-            "return_invalid_template.py",
-            "raise_error.py",
-        ],
-    )
-    @markers.aws.validated
-    def test_failed_state(
-        self,
-        deploy_cfn_template,
-        create_lambda_function,
-        snapshot,
-        cleanups,
-        macro_function,
-        aws_client,
-    ):
-        """
-        This test shows the error responses for different negative responses from the macro lambda
-        """
-        macro_function_path = os.path.join(
-            os.path.dirname(__file__), "../../../../templates/macros/", macro_function
-        )
-
-        macro_name = "Unsuccessful"
-        func_name = f"test_lambda_{short_uid()}"
-        create_lambda_function(
-            func_name=func_name,
-            handler_file=macro_function_path,
-            runtime=Runtime.python3_12,
-            client=aws_client.lambda_,
-            timeout=1,
-        )
-
-        deploy_cfn_template(
-            template_path=os.path.join(
-                os.path.dirname(__file__), "../../../../templates/macro_resource.yml"
-            ),
-            parameters={"FunctionName": func_name, "MacroName": macro_name},
-        )
-
-        template = load_file(
-            os.path.join(
-                os.path.dirname(__file__),
-                "../../../../templates/transformation_unsuccessful.yml",
-            )
-        )
-
-        stack_name = f"stack-{short_uid()}"
-        aws_client.cloudformation.create_stack(
-            StackName=stack_name, Capabilities=["CAPABILITY_AUTO_EXPAND"], TemplateBody=template
-        )
-        cleanups.append(lambda: aws_client.cloudformation.delete_stack(StackName=stack_name))
-
-        with pytest.raises(botocore.exceptions.WaiterError):
-            aws_client.cloudformation.get_waiter("stack_create_complete").wait(StackName=stack_name)
-
-        events = aws_client.cloudformation.describe_stack_events(StackName=stack_name)[
-            "StackEvents"
-        ]
-
-        failed_events_by_policy = [
-            event
-            for event in events
-            if "ResourceStatusReason" in event and event["ResourceStatus"] == "ROLLBACK_IN_PROGRESS"
-        ]
-
-        snapshot.add_transformer(snapshot.transform.cloudformation_api())
-        snapshot.match("failed_description", failed_events_by_policy[0])
-
-    @markers.aws.validated
-    def test_pyplate_param_type_list(self, deploy_cfn_template, aws_client, snapshot):
-        deploy_cfn_template(
-            template_path=os.path.join(
-                os.path.dirname(__file__), "../../../../templates/pyplate_deploy_template.yml"
-            ),
-        )
-
-        tags = "Env=Prod,Application=MyApp,BU=ModernisationTeam"
-        param_tags = {pair.split("=")[0]: pair.split("=")[1] for pair in tags.split(",")}
-
-        stack_with_macro = deploy_cfn_template(
-            template_path=os.path.join(
-                os.path.dirname(__file__), "../../../../templates/pyplate_example.yml"
-            ),
-            parameters={"Tags": tags},
-        )
-
-        bucket_name_output = stack_with_macro.outputs["BucketName"]
-        assert bucket_name_output
-
-        tagging = aws_client.s3.get_bucket_tagging(Bucket=bucket_name_output)
-        tags_s3 = [tag for tag in tagging["TagSet"]]
-
-        resp = []
-        for tag in tags_s3:
-            if tag["Key"] in param_tags:
-                assert tag["Value"] == param_tags[tag["Key"]]
-                resp.append([tag["Key"], tag["Value"]])
-        assert len(tags_s3) >= len(param_tags)
-        snapshot.match("tags", sorted(resp))
-
-
-class TestStackEvents:
-    @pytest.mark.skip(reason="CFNV2:Validation")
-    @markers.aws.validated
-    @markers.snapshot.skip_snapshot_verify(
-        paths=[
-            "$..EventId",
-            "$..PhysicalResourceId",
-            "$..ResourceProperties",
-            # TODO: we do not maintain parity here, just that the property exists
-            "$..ResourceStatusReason",
-        ]
-    )
-    def test_invalid_stack_deploy(self, deploy_cfn_template, aws_client, snapshot):
-        logical_resource_id = "MyParameter"
-        template = {
-            "Resources": {
-                logical_resource_id: {
-                    "Type": "AWS::SSM::Parameter",
-                    "Properties": {
-                        # invalid: missing required property _type_
-                        "Value": "abc123",
-                    },
-                },
-            },
-        }
-
-        with pytest.raises(StackDeployError) as exc_info:
-            deploy_cfn_template(template=json.dumps(template))
-
-        stack_events = exc_info.value.events
-        # filter out only the single create event that failed
-        failed_events = [
-            every
-            for every in stack_events
-            if every["ResourceStatus"] == "CREATE_FAILED"
-            and every["LogicalResourceId"] == logical_resource_id
-        ]
-        assert len(failed_events) == 1
-        failed_event = failed_events[0]
-
-        snapshot.add_transformer(snapshot.transform.cloudformation_api())
-        snapshot.match("failed_event", failed_event)
-        assert "ResourceStatusReason" in failed_event
-
-
-class TestPseudoParameters:
-    @markers.aws.validated
-    def test_stack_id(self, deploy_cfn_template, snapshot):
-        template = {
-            "Resources": {
-                "MyParameter": {
-                    "Type": "AWS::SSM::Parameter",
-                    "Properties": {
-                        "Type": "String",
-                        "Value": {
-                            "Ref": "AWS::StackId",
-                        },
-                    },
-                },
-            },
-            "Outputs": {
-                "StackId": {
-                    "Value": {
-                        "Fn::GetAtt": [
-                            "MyParameter",
-                            "Value",
-                        ],
-                    },
-                },
-            },
-        }
-
-        stack = deploy_cfn_template(template=json.dumps(template))
-
-        snapshot.add_transformer(snapshot.transform.regex(stack.stack_id, "<stack-id>"))
-
-        snapshot.match("StackId", stack.outputs["StackId"])
diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.snapshot.json b/tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.snapshot.json
deleted file mode 100644
index bcc4ddf05b2c7..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.snapshot.json
+++ /dev/null
@@ -1,687 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.py::TestTypes::test_implicit_type_conversion": {
-    "recorded-date": "29-08-2023, 15:21:22",
-    "recorded-content": {
-      "queue": {
-        "Attributes": {
-          "ApproximateNumberOfMessages": "0",
-          "ApproximateNumberOfMessagesDelayed": "0",
-          "ApproximateNumberOfMessagesNotVisible": "0",
-          "ContentBasedDeduplication": "false",
-          "CreatedTimestamp": "timestamp",
-          "DeduplicationScope": "queue",
-          "DelaySeconds": "2",
-          "FifoQueue": "true",
-          "FifoThroughputLimit": "perQueue",
-          "LastModifiedTimestamp": "timestamp",
-          "MaximumMessageSize": "262144",
-          "MessageRetentionPeriod": "345600",
-          "QueueArn": "arn:<partition>:sqs:<region>:111111111111:<resource:1>",
-          "ReceiveMessageWaitTimeSeconds": "0",
-          "SqsManagedSseEnabled": "true",
-          "VisibilityTimeout": "30"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.py::TestMacros::test_global_scope": {
-    "recorded-date": "30-01-2023, 20:14:48",
-    "recorded-content": {
-      "processed_template": {
-        "StagesAvailable": [
-          "Original",
-          "Processed"
-        ],
-        "TemplateBody": {
-          "Outputs": {
-            "ParameterName": {
-              "Value": {
-                "Ref": "Parameter"
-              }
-            }
-          },
-          "Parameters": {
-            "Substitution": {
-              "Default": "SubstitutionDefault",
-              "Type": "String"
-            }
-          },
-          "Resources": {
-            "Parameter": {
-              "Properties": {
-                "Type": "String",
-                "Value": "new-value"
-              },
-              "Type": "AWS::SSM::Parameter"
-            }
-          }
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.py::TestMacros::test_snipped_scope": {
-    "recorded-date": "06-12-2022, 09:44:49",
-    "recorded-content": {
-      "processed_template": {
-        "StagesAvailable": [
-          "Original",
-          "Processed"
-        ],
-        "TemplateBody": {
-          "Outputs": {
-            "TopicName": {
-              "Value": {
-                "Fn::GetAtt": [
-                  "Topic",
-                  "TopicName"
-                ]
-              }
-            }
-          },
-          "Parameters": {
-            "TopicName": {
-              "Type": "String"
-            }
-          },
-          "Resources": {
-            "Topic": {
-              "Properties": {
-                "ContentBasedDeduplication": true,
-                "FifoTopic": true,
-                "TopicName": {
-                  "Ref": "TopicName"
-                }
-              },
-              "Type": "AWS::SNS::Topic"
-            }
-          }
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.py::TestMacros::test_scope_order_and_parameters": {
-    "recorded-date": "07-12-2022, 09:08:26",
-    "recorded-content": {
-      "processed_template": {
-        "StagesAvailable": [
-          "Original",
-          "Processed"
-        ],
-        "TemplateBody": {
-          "Resources": {
-            "Parameter": {
-              "Properties": {
-                "Type": "String",
-                "Value": "snippet-transform second-snippet-transform global-transform second-global-transform <replace-this>"
-              },
-              "Type": "AWS::SSM::Parameter"
-            }
-          }
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.py::TestMacros::test_snipped_scope[transformation_snippet_topic.yml]": {
-    "recorded-date": "08-12-2022, 16:24:58",
-    "recorded-content": {
-      "original_template": {
-        "StagesAvailable": [
-          "Original",
-          "Processed"
-        ],
-        "TemplateBody": "Parameters:\n  TopicName:\n    Type: String\n\nResources:\n  Topic:\n    Type: AWS::SNS::Topic\n    Properties:\n      TopicName:\n        Ref: TopicName\n      Fn::Transform: ConvertTopicToFifo\n\nOutputs:\n  TopicName:\n    Value:\n      Fn::GetAtt:\n        - Topic\n        - TopicName\n",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "processed_template": {
-        "StagesAvailable": [
-          "Original",
-          "Processed"
-        ],
-        "TemplateBody": {
-          "Outputs": {
-            "TopicName": {
-              "Value": {
-                "Fn::GetAtt": [
-                  "Topic",
-                  "TopicName"
-                ]
-              }
-            }
-          },
-          "Parameters": {
-            "TopicName": {
-              "Type": "String"
-            }
-          },
-          "Resources": {
-            "Topic": {
-              "Properties": {
-                "ContentBasedDeduplication": true,
-                "FifoTopic": true,
-                "TopicName": {
-                  "Ref": "TopicName"
-                }
-              },
-              "Type": "AWS::SNS::Topic"
-            }
-          }
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.py::TestMacros::test_snipped_scope[transformation_snippet_topic.json]": {
-    "recorded-date": "08-12-2022, 16:25:43",
-    "recorded-content": {
-      "original_template": {
-        "StagesAvailable": [
-          "Original",
-          "Processed"
-        ],
-        "TemplateBody": {
-          "Outputs": {
-            "TopicName": {
-              "Value": {
-                "Fn::GetAtt": [
-                  "Topic",
-                  "TopicName"
-                ]
-              }
-            }
-          },
-          "Parameters": {
-            "TopicName": {
-              "Type": "String"
-            }
-          },
-          "Resources": {
-            "Topic": {
-              "Properties": {
-                "Fn::Transform": "ConvertTopicToFifo",
-                "TopicName": {
-                  "Ref": "TopicName"
-                }
-              },
-              "Type": "AWS::SNS::Topic"
-            }
-          }
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "processed_template": {
-        "StagesAvailable": [
-          "Original",
-          "Processed"
-        ],
-        "TemplateBody": {
-          "Outputs": {
-            "TopicName": {
-              "Value": {
-                "Fn::GetAtt": [
-                  "Topic",
-                  "TopicName"
-                ]
-              }
-            }
-          },
-          "Parameters": {
-            "TopicName": {
-              "Type": "String"
-            }
-          },
-          "Resources": {
-            "Topic": {
-              "Properties": {
-                "ContentBasedDeduplication": true,
-                "FifoTopic": true,
-                "TopicName": {
-                  "Ref": "TopicName"
-                }
-              },
-              "Type": "AWS::SNS::Topic"
-            }
-          }
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.py::TestMacros::test_capabilities_requirements": {
-    "recorded-date": "30-01-2023, 20:15:46",
-    "recorded-content": {
-      "error": {
-        "Error": {
-          "Code": "InsufficientCapabilitiesException",
-          "Message": "Requires capabilities : [CAPABILITY_AUTO_EXPAND]",
-          "Type": "Sender"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 400
-        }
-      },
-      "processed_template": {
-        "StagesAvailable": [
-          "Original",
-          "Processed"
-        ],
-        "TemplateBody": {
-          "Outputs": {
-            "ParameterName": {
-              "Value": {
-                "Ref": "Parameter"
-              }
-            }
-          },
-          "Resources": {
-            "Parameter": {
-              "Properties": {
-                "Type": "String",
-                "Value": "not-important"
-              },
-              "Type": "AWS::SSM::Parameter"
-            },
-            "Role": {
-              "Properties": {
-                "AssumeRolePolicyDocument": {
-                  "Statement": [
-                    {
-                      "Action": "sts:AssumeRole",
-                      "Effect": "Allow",
-                      "Principal": {
-                        "AWS": "*"
-                      }
-                    }
-                  ],
-                  "Version": "2012-10-17"
-                },
-                "ManagedPolicyArns": [
-                  {
-                    "Fn::Join": [
-                      "",
-                      [
-                        "arn:",
-                        {
-                          "Ref": "AWS::Partition"
-                        },
-                        ":iam::aws:policy/AdministratorAccess"
-                      ]
-                    ]
-                  }
-                ],
-                "RoleName": "<role-name:1>"
-              },
-              "Type": "AWS::IAM::Role"
-            }
-          }
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.py::TestMacros::test_validate_lambda_internals": {
-    "recorded-date": "30-01-2023, 20:16:45",
-    "recorded-content": {
-      "event": {
-        "Event": {
-          "accountId": "111111111111",
-          "fragment": {
-            "Parameters": {
-              "ExampleParameter": {
-                "Type": "String",
-                "Default": "example-value"
-              }
-            },
-            "Resources": {
-              "Parameter": {
-                "Type": "AWS::SSM::Parameter",
-                "Properties": {
-                  "Value": "<replace-this>",
-                  "Type": "String"
-                }
-              }
-            }
-          },
-          "transformId": "111111111111::PrintInternals",
-          "requestId": "<uuid:1>",
-          "region": "<region>",
-          "params": {
-            "Input": "test-input"
-          },
-          "templateParameterValues": {
-            "ExampleParameter": "example-value"
-          }
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.py::TestMacros::test_to_validate_template_limit_for_macro": {
-    "recorded-date": "30-01-2023, 20:17:04",
-    "recorded-content": {
-      "error_response": {
-        "Error": {
-          "Code": "ValidationError",
-          "Message": "1 validation error detected: Value '<template-body>' at 'templateBody' failed to satisfy constraint: Member must have length less than or equal to 51200",
-          "Type": "Sender"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 400
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.py::TestMacros::test_error_pass_macro_as_reference": {
-    "recorded-date": "30-01-2023, 20:17:05",
-    "recorded-content": {
-      "error": {
-        "Error": {
-          "Code": "ValidationError",
-          "Message": "Key Name of transform definition must be a string.",
-          "Type": "Sender"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 400
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.py::TestMacros::test_error_macro_param_as_reference": {
-    "recorded-date": "08-12-2022, 11:50:49",
-    "recorded-content": {}
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.py::TestMacros::test_functions_and_references_during_transformation": {
-    "recorded-date": "30-01-2023, 20:17:55",
-    "recorded-content": {
-      "event": {
-        "Params": {
-          "Input": "CreateStackInput"
-        },
-        "FunctionValue": {
-          "Fn::Join": [
-            " ",
-            [
-              "Hello",
-              "World"
-            ]
-          ]
-        },
-        "ValueOfRef": {
-          "Ref": "Substitution"
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.py::TestMacros::test_failed_state[return_unsuccessful_with_message.py]": {
-    "recorded-date": "30-01-2023, 20:18:45",
-    "recorded-content": {
-      "failed_description": {
-        "EventId": "<uuid:1>",
-        "LogicalResourceId": "<stack-name:1>",
-        "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-        "ResourceStatus": "ROLLBACK_IN_PROGRESS",
-        "ResourceStatusReason": "Transform 111111111111::Unsuccessful failed with: failed because it is a test. Rollback requested by user.",
-        "ResourceType": "AWS::CloudFormation::Stack",
-        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-        "StackName": "<stack-name:1>",
-        "Timestamp": "timestamp"
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.py::TestMacros::test_failed_state[return_unsuccessful_without_message.py]": {
-    "recorded-date": "30-01-2023, 20:19:35",
-    "recorded-content": {
-      "failed_description": {
-        "EventId": "<uuid:1>",
-        "LogicalResourceId": "<stack-name:1>",
-        "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-        "ResourceStatus": "ROLLBACK_IN_PROGRESS",
-        "ResourceStatusReason": "Transform 111111111111::Unsuccessful failed without an error message.. Rollback requested by user.",
-        "ResourceType": "AWS::CloudFormation::Stack",
-        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-        "StackName": "<stack-name:1>",
-        "Timestamp": "timestamp"
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.py::TestMacros::test_failed_state[return_invalid_template.py]": {
-    "recorded-date": "30-01-2023, 20:20:30",
-    "recorded-content": {
-      "failed_description": {
-        "EventId": "<uuid:1>",
-        "LogicalResourceId": "<stack-name:1>",
-        "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-        "ResourceStatus": "ROLLBACK_IN_PROGRESS",
-        "ResourceStatusReason": "Template format error: unsupported structure.. Rollback requested by user.",
-        "ResourceType": "AWS::CloudFormation::Stack",
-        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-        "StackName": "<stack-name:1>",
-        "Timestamp": "timestamp"
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.py::TestMacros::test_failed_state[raise_error.py]": {
-    "recorded-date": "30-01-2023, 20:21:20",
-    "recorded-content": {
-      "failed_description": {
-        "EventId": "<uuid:1>",
-        "LogicalResourceId": "<stack-name:1>",
-        "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-        "ResourceStatus": "ROLLBACK_IN_PROGRESS",
-        "ResourceStatusReason": "Received malformed response from transform 111111111111::Unsuccessful. Rollback requested by user.",
-        "ResourceType": "AWS::CloudFormation::Stack",
-        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
-        "StackName": "<stack-name:1>",
-        "Timestamp": "timestamp"
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.py::TestSsmParameters::test_create_stack_with_ssm_parameters": {
-    "recorded-date": "15-01-2023, 17:54:23",
-    "recorded-content": {
-      "stack-details": {
-        "Capabilities": [
-          "CAPABILITY_AUTO_EXPAND",
-          "CAPABILITY_IAM",
-          "CAPABILITY_NAMED_IAM"
-        ],
-        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
-        "CreationTime": "datetime",
-        "DisableRollback": false,
-        "DriftInformation": {
-          "StackDriftStatus": "NOT_CHECKED"
-        },
-        "EnableTerminationProtection": false,
-        "LastUpdatedTime": "datetime",
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diff --git a/tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.validation.json b/tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.validation.json
deleted file mode 100644
index 408d1213a84b5..0000000000000
--- a/tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.validation.json
+++ /dev/null
@@ -1,107 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.py::TestImportValues::test_cfn_with_exports": {
-    "last_validated_date": "2024-06-21T18:37:15+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.py::TestImports::test_stack_imports": {
-    "last_validated_date": "2024-07-04T14:19:31+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.py::TestIntrinsicFunctions::test_cfn_template_with_short_form_fn_sub": {
-    "last_validated_date": "2024-06-20T20:41:15+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.py::TestIntrinsicFunctions::test_get_azs_function": {
-    "last_validated_date": "2024-04-03T07:12:29+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.py::TestIntrinsicFunctions::test_get_azs_function[ap-northeast-1]": {
-    "last_validated_date": "2024-05-09T08:34:23+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.py::TestIntrinsicFunctions::test_get_azs_function[ap-southeast-2]": {
-    "last_validated_date": "2024-05-09T08:34:02+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.py::TestIntrinsicFunctions::test_get_azs_function[eu-central-1]": {
-    "last_validated_date": "2024-05-09T08:34:39+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.py::TestIntrinsicFunctions::test_get_azs_function[eu-west-1]": {
-    "last_validated_date": "2024-05-09T08:34:56+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.py::TestIntrinsicFunctions::test_get_azs_function[us-east-1]": {
-    "last_validated_date": "2024-05-09T08:32:56+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.py::TestIntrinsicFunctions::test_get_azs_function[us-east-2]": {
-    "last_validated_date": "2024-05-09T08:33:12+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.py::TestIntrinsicFunctions::test_get_azs_function[us-west-1]": {
-    "last_validated_date": "2024-05-09T08:33:29+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.py::TestIntrinsicFunctions::test_get_azs_function[us-west-2]": {
-    "last_validated_date": "2024-05-09T08:33:45+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.py::TestIntrinsicFunctions::test_join_no_value_construct": {
-    "last_validated_date": "2025-01-22T14:01:46+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.py::TestIntrinsicFunctions::test_sub_number_type": {
-    "last_validated_date": "2024-08-09T06:55:16+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.py::TestMacros::test_capabilities_requirements": {
-    "last_validated_date": "2023-01-30T19:15:46+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.py::TestMacros::test_error_pass_macro_as_reference": {
-    "last_validated_date": "2023-01-30T19:17:05+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.py::TestMacros::test_failed_state[raise_error.py]": {
-    "last_validated_date": "2023-01-30T19:21:20+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.py::TestMacros::test_failed_state[return_invalid_template.py]": {
-    "last_validated_date": "2023-01-30T19:20:30+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.py::TestMacros::test_failed_state[return_unsuccessful_with_message.py]": {
-    "last_validated_date": "2023-01-30T19:18:45+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.py::TestMacros::test_failed_state[return_unsuccessful_without_message.py]": {
-    "last_validated_date": "2023-01-30T19:19:35+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.py::TestMacros::test_functions_and_references_during_transformation": {
-    "last_validated_date": "2023-01-30T19:17:55+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.py::TestMacros::test_global_scope": {
-    "last_validated_date": "2023-01-30T19:14:48+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.py::TestMacros::test_macro_deployment": {
-    "last_validated_date": "2023-01-30T19:13:58+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.py::TestMacros::test_pyplate_param_type_list": {
-    "last_validated_date": "2024-05-17T06:19:03+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.py::TestMacros::test_scope_order_and_parameters": {
-    "last_validated_date": "2022-12-07T08:08:26+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.py::TestMacros::test_snipped_scope[transformation_snippet_topic.json]": {
-    "last_validated_date": "2022-12-08T15:25:43+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.py::TestMacros::test_snipped_scope[transformation_snippet_topic.yml]": {
-    "last_validated_date": "2022-12-08T15:24:58+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.py::TestMacros::test_to_validate_template_limit_for_macro": {
-    "last_validated_date": "2023-01-30T19:17:04+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.py::TestMacros::test_validate_lambda_internals": {
-    "last_validated_date": "2023-01-30T19:16:45+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.py::TestPseudoParameters::test_stack_id": {
-    "last_validated_date": "2024-07-18T08:56:47+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.py::TestSsmParameters::test_create_change_set_with_ssm_parameter_list": {
-    "last_validated_date": "2024-08-08T21:21:23+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.py::TestSsmParameters::test_create_stack_with_ssm_parameters": {
-    "last_validated_date": "2023-01-15T16:54:23+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.py::TestSsmParameters::test_ssm_nested_with_nested_stack": {
-    "last_validated_date": "2024-07-16T16:38:43+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.py::TestStackEvents::test_invalid_stack_deploy": {
-    "last_validated_date": "2023-06-12T15:08:47+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/ported_from_v1/test_template_engine.py::TestTypes::test_implicit_type_conversion": {
-    "last_validated_date": "2023-08-29T13:21:22+00:00"
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/test_change_set_conditions.validation.json b/tests/aws/services/cloudformation/v2/test_change_set_conditions.validation.json
deleted file mode 100644
index daba45fdabc59..0000000000000
--- a/tests/aws/services/cloudformation/v2/test_change_set_conditions.validation.json
+++ /dev/null
@@ -1,14 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/test_change_set_conditions.py::TestChangeSetConditions::test_condition_add_new_negative_condition_to_existent_resource": {
-    "last_validated_date": "2025-04-15T15:11:48+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/test_change_set_conditions.py::TestChangeSetConditions::test_condition_add_new_positive_condition_to_existent_resource": {
-    "last_validated_date": "2025-04-15T16:00:39+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/test_change_set_conditions.py::TestChangeSetConditions::test_condition_update_adds_resource": {
-    "last_validated_date": "2025-04-15T14:31:36+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/test_change_set_conditions.py::TestChangeSetConditions::test_condition_update_removes_resource": {
-    "last_validated_date": "2025-04-15T13:51:50+00:00"
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/test_change_set_depends_on.validation.json b/tests/aws/services/cloudformation/v2/test_change_set_depends_on.validation.json
deleted file mode 100644
index 6d50b4297ea1d..0000000000000
--- a/tests/aws/services/cloudformation/v2/test_change_set_depends_on.validation.json
+++ /dev/null
@@ -1,14 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/test_change_set_depends_on.py::TestChangeSetDependsOn::test_multiple_dependencies_addition": {
-    "last_validated_date": "2025-05-19T18:10:11+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/test_change_set_depends_on.py::TestChangeSetDependsOn::test_multiple_dependencies_deletion": {
-    "last_validated_date": "2025-05-19T18:13:11+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/test_change_set_depends_on.py::TestChangeSetDependsOn::test_update_depended_resource": {
-    "last_validated_date": "2025-05-19T12:55:09+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/test_change_set_depends_on.py::TestChangeSetDependsOn::test_update_depended_resource_list": {
-    "last_validated_date": "2025-05-19T13:01:34+00:00"
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/test_change_set_fn_get_attr.validation.json b/tests/aws/services/cloudformation/v2/test_change_set_fn_get_attr.validation.json
deleted file mode 100644
index b134dc47b4ce5..0000000000000
--- a/tests/aws/services/cloudformation/v2/test_change_set_fn_get_attr.validation.json
+++ /dev/null
@@ -1,20 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_get_attr.py::TestChangeSetFnGetAttr::test_direct_attribute_value_change": {
-    "last_validated_date": "2025-04-08T11:24:14+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_get_attr.py::TestChangeSetFnGetAttr::test_direct_attribute_value_change_in_get_attr_chain": {
-    "last_validated_date": "2025-04-08T14:46:11+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_get_attr.py::TestChangeSetFnGetAttr::test_direct_attribute_value_change_with_dependent_addition": {
-    "last_validated_date": "2025-04-08T12:20:18+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_get_attr.py::TestChangeSetFnGetAttr::test_immutable_property_update_causes_resource_replacement": {
-    "last_validated_date": "2025-04-08T12:17:00+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_get_attr.py::TestChangeSetFnGetAttr::test_resource_addition": {
-    "last_validated_date": "2025-04-08T12:33:53+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_get_attr.py::TestChangeSetFnGetAttr::test_resource_deletion": {
-    "last_validated_date": "2025-04-08T12:36:40+00:00"
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/test_change_set_fn_join.validation.json b/tests/aws/services/cloudformation/v2/test_change_set_fn_join.validation.json
deleted file mode 100644
index b8cd37a40d981..0000000000000
--- a/tests/aws/services/cloudformation/v2/test_change_set_fn_join.validation.json
+++ /dev/null
@@ -1,20 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_join.py::TestChangeSetFnJoin::test_indirect_update_refence_argument": {
-    "last_validated_date": "2025-05-05T13:31:26+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_join.py::TestChangeSetFnJoin::test_update_refence_argument": {
-    "last_validated_date": "2025-05-05T13:24:03+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_join.py::TestChangeSetFnJoin::test_update_string_literal_argument": {
-    "last_validated_date": "2025-05-05T13:10:54+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_join.py::TestChangeSetFnJoin::test_update_string_literal_arguments_empty": {
-    "last_validated_date": "2025-05-05T13:42:26+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_join.py::TestChangeSetFnJoin::test_update_string_literal_delimiter": {
-    "last_validated_date": "2025-05-05T13:15:57+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_join.py::TestChangeSetFnJoin::test_update_string_literal_delimiter_empty": {
-    "last_validated_date": "2025-05-05T13:37:54+00:00"
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/test_change_set_fn_select.validation.json b/tests/aws/services/cloudformation/v2/test_change_set_fn_select.validation.json
deleted file mode 100644
index 49ee9ee8fcdc4..0000000000000
--- a/tests/aws/services/cloudformation/v2/test_change_set_fn_select.validation.json
+++ /dev/null
@@ -1,20 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_select.py::TestChangeSetFnSelect::test_fn_select_add_to_static_property": {
-    "last_validated_date": "2025-05-28T13:14:01+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_select.py::TestChangeSetFnSelect::test_fn_select_change_get_att_reference": {
-    "last_validated_date": "2025-05-28T14:44:47+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_select.py::TestChangeSetFnSelect::test_fn_select_change_in_selected_element_type_ref": {
-    "last_validated_date": "2025-05-28T13:32:24+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_select.py::TestChangeSetFnSelect::test_fn_select_change_in_selection_index_only": {
-    "last_validated_date": "2025-05-28T13:23:46+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_select.py::TestChangeSetFnSelect::test_fn_select_change_in_selection_list": {
-    "last_validated_date": "2025-05-28T13:21:34+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_select.py::TestChangeSetFnSelect::test_fn_select_remove_from_static_property": {
-    "last_validated_date": "2025-05-28T13:17:47+00:00"
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/test_change_set_fn_split.validation.json b/tests/aws/services/cloudformation/v2/test_change_set_fn_split.validation.json
deleted file mode 100644
index a85de241f5b9d..0000000000000
--- a/tests/aws/services/cloudformation/v2/test_change_set_fn_split.validation.json
+++ /dev/null
@@ -1,20 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_split.py::TestChangeSetFnSplit::test_fn_split_add_to_static_property": {
-    "last_validated_date": "2025-06-02T11:19:05+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_split.py::TestChangeSetFnSplit::test_fn_split_change_delimiter": {
-    "last_validated_date": "2025-06-02T12:30:32+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_split.py::TestChangeSetFnSplit::test_fn_split_change_source_string_only": {
-    "last_validated_date": "2025-06-02T11:22:03+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_split.py::TestChangeSetFnSplit::test_fn_split_remove_from_static_property": {
-    "last_validated_date": "2025-06-02T11:20:29+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_split.py::TestChangeSetFnSplit::test_fn_split_with_get_att": {
-    "last_validated_date": "2025-06-02T11:26:00+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_split.py::TestChangeSetFnSplit::test_fn_split_with_ref_as_string_source": {
-    "last_validated_date": "2025-06-02T11:23:28+00:00"
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/test_change_set_fn_sub.validation.json b/tests/aws/services/cloudformation/v2/test_change_set_fn_sub.validation.json
deleted file mode 100644
index cd0626345c30e..0000000000000
--- a/tests/aws/services/cloudformation/v2/test_change_set_fn_sub.validation.json
+++ /dev/null
@@ -1,29 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_sub.py::TestChangeSetFnSub::test_fn_sub_addition_parameter": {
-    "last_validated_date": "2025-05-20T15:26:12+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_sub.py::TestChangeSetFnSub::test_fn_sub_addition_parameter_literal": {
-    "last_validated_date": "2025-05-20T11:54:12+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_sub.py::TestChangeSetFnSub::test_fn_sub_addition_parameter_ref": {
-    "last_validated_date": "2025-05-20T15:08:40+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_sub.py::TestChangeSetFnSub::test_fn_sub_addition_string_pseudo": {
-    "last_validated_date": "2025-05-20T09:54:49+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_sub.py::TestChangeSetFnSub::test_fn_sub_delete_parameter_literal": {
-    "last_validated_date": "2025-05-20T12:05:00+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_sub.py::TestChangeSetFnSub::test_fn_sub_delete_string_pseudo": {
-    "last_validated_date": "2025-05-20T11:29:16+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_sub.py::TestChangeSetFnSub::test_fn_sub_update_parameter_literal": {
-    "last_validated_date": "2025-05-20T12:01:36+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_sub.py::TestChangeSetFnSub::test_fn_sub_update_parameter_type": {
-    "last_validated_date": "2025-05-20T15:10:15+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_sub.py::TestChangeSetFnSub::test_fn_sub_update_string_pseudo": {
-    "last_validated_date": "2025-05-20T09:59:44+00:00"
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/test_change_set_mappings.validation.json b/tests/aws/services/cloudformation/v2/test_change_set_mappings.validation.json
deleted file mode 100644
index 32d3348a4a4d6..0000000000000
--- a/tests/aws/services/cloudformation/v2/test_change_set_mappings.validation.json
+++ /dev/null
@@ -1,20 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/test_change_set_mappings.py::TestChangeSetMappings::test_mapping_addition_with_resource": {
-    "last_validated_date": "2025-04-15T13:05:52+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/test_change_set_mappings.py::TestChangeSetMappings::test_mapping_deletion_with_resource_remap": {
-    "last_validated_date": "2025-04-15T13:08:27+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/test_change_set_mappings.py::TestChangeSetMappings::test_mapping_key_addition_with_resource": {
-    "last_validated_date": "2025-04-15T13:07:01+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/test_change_set_mappings.py::TestChangeSetMappings::test_mapping_key_deletion_with_resource_remap": {
-    "last_validated_date": "2025-04-15T13:15:54+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/test_change_set_mappings.py::TestChangeSetMappings::test_mapping_key_update": {
-    "last_validated_date": "2025-04-15T13:04:43+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/test_change_set_mappings.py::TestChangeSetMappings::test_mapping_leaf_update": {
-    "last_validated_date": "2025-04-15T13:03:18+00:00"
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/test_change_set_parameters.validation.json b/tests/aws/services/cloudformation/v2/test_change_set_parameters.validation.json
deleted file mode 100644
index 05e1a75cbd323..0000000000000
--- a/tests/aws/services/cloudformation/v2/test_change_set_parameters.validation.json
+++ /dev/null
@@ -1,14 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/test_change_set_parameters.py::TestChangeSetParameters::test_update_parameter_default_value": {
-    "last_validated_date": "2025-04-17T15:35:43+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/test_change_set_parameters.py::TestChangeSetParameters::test_update_parameter_default_value_with_dynamic_overrides": {
-    "last_validated_date": "2025-04-17T15:46:46+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/test_change_set_parameters.py::TestChangeSetParameters::test_update_parameter_with_added_default_value": {
-    "last_validated_date": "2025-04-17T15:39:55+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/test_change_set_parameters.py::TestChangeSetParameters::test_update_parameter_with_removed_default_value": {
-    "last_validated_date": "2025-04-17T15:44:24+00:00"
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/test_change_set_ref.validation.json b/tests/aws/services/cloudformation/v2/test_change_set_ref.validation.json
deleted file mode 100644
index 1667558f83add..0000000000000
--- a/tests/aws/services/cloudformation/v2/test_change_set_ref.validation.json
+++ /dev/null
@@ -1,20 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/test_change_set_ref.py::TestChangeSetRef::test_direct_attribute_value_change": {
-    "last_validated_date": "2025-04-08T15:36:44+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/test_change_set_ref.py::TestChangeSetRef::test_direct_attribute_value_change_in_ref_chain": {
-    "last_validated_date": "2025-04-08T15:45:54+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/test_change_set_ref.py::TestChangeSetRef::test_direct_attribute_value_change_with_dependent_addition": {
-    "last_validated_date": "2025-04-08T15:51:05+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/test_change_set_ref.py::TestChangeSetRef::test_immutable_property_update_causes_resource_replacement": {
-    "last_validated_date": "2025-04-08T16:00:20+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/test_change_set_ref.py::TestChangeSetRef::test_resource_addition": {
-    "last_validated_date": "2025-04-08T15:22:37+00:00"
-  },
-  "tests/aws/services/cloudformation/v2/test_change_set_ref.py::TestChangeSetRef::test_supported_pseudo_parameter": {
-    "last_validated_date": "2025-05-19T10:22:18+00:00"
-  }
-}
diff --git a/tests/aws/services/cloudformation/v2/test_change_set_values.validation.json b/tests/aws/services/cloudformation/v2/test_change_set_values.validation.json
deleted file mode 100644
index 1e1fbea183682..0000000000000
--- a/tests/aws/services/cloudformation/v2/test_change_set_values.validation.json
+++ /dev/null
@@ -1,5 +0,0 @@
-{
-  "tests/aws/services/cloudformation/v2/test_change_set_values.py::TestChangeSetValues::test_property_empy_list": {
-    "last_validated_date": "2025-05-23T17:56:06+00:00"
-  }
-}
diff --git a/tests/unit/utils/test_collections.py b/tests/unit/utils/test_collections.py
index adb2581e77460..7367b57d81991 100644
--- a/tests/unit/utils/test_collections.py
+++ b/tests/unit/utils/test_collections.py
@@ -9,6 +9,7 @@
     ImmutableList,
     convert_to_typed_dict,
     is_comma_delimited_list,
+    optional_list,
     select_from_typed_dict,
 )
 
@@ -193,3 +194,16 @@ def test_is_comma_limited_list():
     assert not is_comma_delimited_list("foo, bar baz")
     assert not is_comma_delimited_list("foo,")
     assert not is_comma_delimited_list("")
+
+
+@pytest.mark.parametrize(
+    "condition,input,expected",
+    [
+        (True, [1, 2, 3], [1, 2, 3]),
+        (False, [1, 2, 3], []),
+        (True, [], []),
+        (False, [], []),
+    ],
+)
+def test_optional_list(condition, input, expected):
+    assert optional_list(condition, input) == expected

From 8a3264e12327b6c352fdff8ff6a8d7637d8feb8d Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Mon, 4 Aug 2025 09:04:27 +0200
Subject: [PATCH 062/697] [Testing] Update test durations (#12946)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
---
 .test_durations | 9732 ++++++++++++++++++++++++-----------------------
 1 file changed, 4919 insertions(+), 4813 deletions(-)

diff --git a/.test_durations b/.test_durations
index 17e82f5f0d57d..e9cc4e1bfa394 100644
--- a/.test_durations
+++ b/.test_durations
@@ -1,4815 +1,4921 @@
 {
-  "tests/aws/scenario/bookstore/test_bookstore.py::TestBookstoreApplication::test_lambda_dynamodb": 1.9658959930001174,
-  "tests/aws/scenario/bookstore/test_bookstore.py::TestBookstoreApplication::test_opensearch_crud": 3.435174576999941,
-  "tests/aws/scenario/bookstore/test_bookstore.py::TestBookstoreApplication::test_search_books": 60.710861663,
-  "tests/aws/scenario/bookstore/test_bookstore.py::TestBookstoreApplication::test_setup": 92.62244867399997,
-  "tests/aws/scenario/kinesis_firehose/test_kinesis_firehose.py::TestKinesisFirehoseScenario::test_kinesis_firehose_s3": 0.002614400000027217,
-  "tests/aws/scenario/lambda_destination/test_lambda_destination_scenario.py::TestLambdaDestinationScenario::test_destination_sns": 5.60948553999998,
-  "tests/aws/scenario/lambda_destination/test_lambda_destination_scenario.py::TestLambdaDestinationScenario::test_infra": 12.240709726000034,
-  "tests/aws/scenario/loan_broker/test_loan_broker.py::TestLoanBrokerScenario::test_prefill_dynamodb_table": 29.09557482200006,
-  "tests/aws/scenario/loan_broker/test_loan_broker.py::TestLoanBrokerScenario::test_stepfunctions_input_recipient_list[step_function_input0-SUCCEEDED]": 3.9011395640000046,
-  "tests/aws/scenario/loan_broker/test_loan_broker.py::TestLoanBrokerScenario::test_stepfunctions_input_recipient_list[step_function_input1-SUCCEEDED]": 2.8125879660000237,
-  "tests/aws/scenario/loan_broker/test_loan_broker.py::TestLoanBrokerScenario::test_stepfunctions_input_recipient_list[step_function_input2-FAILED]": 0.9402435910000122,
-  "tests/aws/scenario/loan_broker/test_loan_broker.py::TestLoanBrokerScenario::test_stepfunctions_input_recipient_list[step_function_input3-FAILED]": 0.6784016249999922,
-  "tests/aws/scenario/loan_broker/test_loan_broker.py::TestLoanBrokerScenario::test_stepfunctions_input_recipient_list[step_function_input4-FAILED]": 0.5093364669999687,
-  "tests/aws/scenario/mythical_mysfits/test_mythical_misfits.py::TestMythicalMisfitsScenario::test_deployed_infra_state": 0.0028881280000518927,
-  "tests/aws/scenario/mythical_mysfits/test_mythical_misfits.py::TestMythicalMisfitsScenario::test_populate_data": 0.0016716179999889391,
-  "tests/aws/scenario/mythical_mysfits/test_mythical_misfits.py::TestMythicalMisfitsScenario::test_user_clicks_are_stored": 0.0017432509999935064,
-  "tests/aws/scenario/note_taking/test_note_taking.py::TestNoteTakingScenario::test_notes_rest_api": 4.537658201999989,
-  "tests/aws/scenario/note_taking/test_note_taking.py::TestNoteTakingScenario::test_validate_infra_setup": 34.03103878999997,
-  "tests/aws/services/acm/test_acm.py::TestACM::test_boto_wait_for_certificate_validation": 1.1287596460000486,
-  "tests/aws/services/acm/test_acm.py::TestACM::test_certificate_for_subdomain_wildcard": 2.2366661329999715,
-  "tests/aws/services/acm/test_acm.py::TestACM::test_create_certificate_for_multiple_alternative_domains": 11.207225972000003,
-  "tests/aws/services/acm/test_acm.py::TestACM::test_domain_validation": 0.306542984000032,
-  "tests/aws/services/acm/test_acm.py::TestACM::test_import_certificate": 0.965256203000024,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiAuthorizer::test_authorizer_crud_no_api": 0.033051800999942316,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiDocumentationPart::test_doc_parts_crud_no_api": 0.0325181290000387,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiDocumentationPart::test_documentation_part_lifecycle": 0.06888426699993033,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiDocumentationPart::test_import_documentation_parts": 0.1240935849999687,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiDocumentationPart::test_invalid_create_documentation_part_operations": 0.03848816600003602,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiDocumentationPart::test_invalid_delete_documentation_part": 0.05036984499992059,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiDocumentationPart::test_invalid_get_documentation_part": 0.04410347200007436,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiDocumentationPart::test_invalid_get_documentation_parts": 0.014249382999992122,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiDocumentationPart::test_invalid_update_documentation_part": 0.051241709000009905,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiMethod::test_method_lifecycle": 0.07388209399999823,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiMethod::test_method_request_parameters": 0.049647582999966744,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiMethod::test_put_method_model": 0.2810050250000131,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiMethod::test_put_method_validation": 0.07467527299991161,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiMethod::test_update_method": 0.07276314399996409,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiMethod::test_update_method_validation": 0.1349508390000551,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiModels::test_model_lifecycle": 0.07099860799996804,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiModels::test_model_validation": 0.09988646800002243,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiModels::test_update_model": 0.07347679800005835,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiRequestValidator::test_create_request_validator_invalid_api_id": 0.01584852699994599,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiRequestValidator::test_invalid_delete_request_validator": 0.042822649999948226,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiRequestValidator::test_invalid_get_request_validator": 0.044354959000088456,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiRequestValidator::test_invalid_get_request_validators": 0.014752499999985957,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiRequestValidator::test_invalid_update_request_validator_operations": 0.06163765299999113,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiRequestValidator::test_request_validator_lifecycle": 0.09228683700001739,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiRequestValidator::test_validators_crud_no_api": 0.035259765000034804,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiResource::test_create_proxy_resource": 0.11606050399996093,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiResource::test_create_proxy_resource_validation": 0.07759795900000199,
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-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiResource::test_update_resource_behaviour": 0.14560039500003086,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiRestApi::test_create_rest_api_private_type": 0.030371676000015668,
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-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiRestApi::test_create_rest_api_with_binary_media_types": 0.027056547999961822,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiRestApi::test_create_rest_api_with_endpoint_configuration": 0.10162018500000158,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiRestApi::test_create_rest_api_with_optional_params": 0.07351876399997082,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiRestApi::test_create_rest_api_with_tags": 0.047299131999920974,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiRestApi::test_get_api_case_insensitive": 0.001819322000073953,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiRestApi::test_list_and_delete_apis": 0.08516098199999078,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiRestApi::test_update_rest_api_behaviour": 0.05359278000003087,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiRestApi::test_update_rest_api_compression": 0.09156979499994122,
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-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiRestApi::test_update_rest_api_ip_address_type": 0.07564396799995166,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiRestApi::test_update_rest_api_operation_add_remove": 0.05168826899995338,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayGatewayResponse::test_gateway_response_crud": 0.09937602000002244,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayGatewayResponse::test_gateway_response_put": 0.09921288299995012,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayGatewayResponse::test_gateway_response_validation": 0.10404522600003929,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayGatewayResponse::test_update_gateway_response": 0.12406722299999728,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_integration_response_invalid_integration": 0.037480163999987326,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_integration_response_invalid_responsetemplates": 0.0018845330000090144,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_integration_response_invalid_statuscode": 0.037121579000029215,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_integration_response_wrong_api": 0.02469453299994484,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_integration_response_wrong_method": 0.03932143899999119,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_integration_response_wrong_resource": 0.03812018999991551,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_integration_response_wrong_status_code": 0.047109441999964474,
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+  "tests/integration/test_security.py::TestCSRF::test_no_cors_without_origin_header": 0.012513029999809078,
+  "tests/integration/test_stores.py::test_nonstandard_regions": 0.10653037899965057,
+  "tests/integration/utils/test_diagnose.py::test_diagnose_resource": 0.477725676999853
 }

From c5c7aaa586f044886941c9d37cc0766f1df16654 Mon Sep 17 00:00:00 2001
From: Alex Rashed <2796604+alexrashed@users.noreply.github.com>
Date: Mon, 4 Aug 2025 11:36:36 +0200
Subject: [PATCH 063/697] mitigate issues with pip-tools 7.5.0 with dependency
 limit (#12947)

---
 .github/workflows/asf-updates.yml | 3 ++-
 Makefile                          | 3 ++-
 2 files changed, 4 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/asf-updates.yml b/.github/workflows/asf-updates.yml
index 8185827abb111..d5dc26668b819 100644
--- a/.github/workflows/asf-updates.yml
+++ b/.github/workflows/asf-updates.yml
@@ -93,7 +93,8 @@ jobs:
           bin/release-helper.sh set-dep-ver awscli "==$AWSCLI_VERSION"
 
           # upgrade the requirements files only for the botocore package
-          pip install pip-tools
+          # FIXME remove pin on pip-tools when https://github.com/jazzband/pip-tools/issues/2215 us resolved
+          pip install "pip-tools<7.5.0"
           pip-compile --strip-extras --upgrade-package "botocore==$BOTOCORE_VERSION" --upgrade-package "boto3==$BOTOCORE_VERSION" --extra base-runtime -o requirements-base-runtime.txt pyproject.toml
           pip-compile --strip-extras --upgrade-package "botocore==$BOTOCORE_VERSION" --upgrade-package "boto3==$BOTOCORE_VERSION" --upgrade-package "awscli==$AWSCLI_VERSION" --extra runtime -o requirements-runtime.txt pyproject.toml
           pip-compile --strip-extras --upgrade-package "botocore==$BOTOCORE_VERSION" --upgrade-package "boto3==$BOTOCORE_VERSION" --upgrade-package "awscli==$AWSCLI_VERSION" --extra test -o requirements-test.txt pyproject.toml
diff --git a/Makefile b/Makefile
index 53b0f5d732481..6a2b829227317 100644
--- a/Makefile
+++ b/Makefile
@@ -36,7 +36,8 @@ freeze:                   ## Run pip freeze -l in the virtual environment
 	@$(VENV_RUN); pip freeze -l
 
 upgrade-pinned-dependencies: venv
-	$(VENV_RUN); $(PIP_CMD) install --upgrade pip-tools pre-commit
+	# FIXME remove pin on pip-tools when https://github.com/jazzband/pip-tools/issues/2215 us resolved
+	$(VENV_RUN); $(PIP_CMD) install --upgrade "pip-tools<7.5.0" pre-commit
 	$(VENV_RUN); pip-compile --strip-extras --upgrade -o requirements-basic.txt pyproject.toml
 	$(VENV_RUN); pip-compile --strip-extras --upgrade --extra runtime -o requirements-runtime.txt pyproject.toml
 	$(VENV_RUN); pip-compile --strip-extras --upgrade --extra test -o requirements-test.txt pyproject.toml

From 9dd048cda258f9f72abe83d7ebb74110d1036713 Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Mon, 4 Aug 2025 12:57:27 +0200
Subject: [PATCH 064/697] Update ASF APIs (#12949)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
---
 .../localstack/aws/api/ec2/__init__.py           |  3 +++
 .../localstack/aws/api/opensearch/__init__.py    | 16 ++++++++++++++++
 .../localstack/aws/api/s3control/__init__.py     |  2 ++
 pyproject.toml                                   |  6 +++---
 requirements-base-runtime.txt                    |  4 ++--
 requirements-dev.txt                             |  6 +++---
 requirements-runtime.txt                         |  6 +++---
 requirements-test.txt                            |  6 +++---
 requirements-typehint.txt                        |  6 +++---
 9 files changed, 38 insertions(+), 17 deletions(-)

diff --git a/localstack-core/localstack/aws/api/ec2/__init__.py b/localstack-core/localstack/aws/api/ec2/__init__.py
index 790caa860c571..24556d57595a0 100644
--- a/localstack-core/localstack/aws/api/ec2/__init__.py
+++ b/localstack-core/localstack/aws/api/ec2/__init__.py
@@ -9113,6 +9113,7 @@ class Route(TypedDict, total=False):
     VpcPeeringConnectionId: Optional[String]
     CoreNetworkArn: Optional[CoreNetworkArn]
     OdbNetworkArn: Optional[OdbNetworkArn]
+    IpAddress: Optional[String]
 
 
 RouteList = List[Route]
@@ -20678,6 +20679,7 @@ class TerminateClientVpnConnectionsResult(TypedDict, total=False):
 
 class TerminateInstancesRequest(ServiceRequest):
     InstanceIds: InstanceIdStringList
+    Force: Optional[Boolean]
     SkipOsShutdown: Optional[Boolean]
     DryRun: Optional[Boolean]
 
@@ -29116,6 +29118,7 @@ def terminate_instances(
         self,
         context: RequestContext,
         instance_ids: InstanceIdStringList,
+        force: Boolean | None = None,
         skip_os_shutdown: Boolean | None = None,
         dry_run: Boolean | None = None,
         **kwargs,
diff --git a/localstack-core/localstack/aws/api/opensearch/__init__.py b/localstack-core/localstack/aws/api/opensearch/__init__.py
index 29ed8459808e8..2e97a7ad84e7e 100644
--- a/localstack-core/localstack/aws/api/opensearch/__init__.py
+++ b/localstack-core/localstack/aws/api/opensearch/__init__.py
@@ -39,6 +39,8 @@
 ErrorType = str
 GUID = str
 HostedZoneId = str
+IAMFederationRolesKey = str
+IAMFederationSubjectKey = str
 Id = str
 IdentityCenterApplicationARN = str
 IdentityCenterInstanceARN = str
@@ -836,6 +838,12 @@ class AdvancedOptionsStatus(TypedDict, total=False):
 DisableTimestamp = datetime
 
 
+class IAMFederationOptionsOutput(TypedDict, total=False):
+    Enabled: Optional[Boolean]
+    SubjectKey: Optional[IAMFederationSubjectKey]
+    RolesKey: Optional[IAMFederationRolesKey]
+
+
 class JWTOptionsOutput(TypedDict, total=False):
     Enabled: Optional[Boolean]
     SubjectKey: Optional[String]
@@ -861,10 +869,17 @@ class AdvancedSecurityOptions(TypedDict, total=False):
     InternalUserDatabaseEnabled: Optional[Boolean]
     SAMLOptions: Optional[SAMLOptionsOutput]
     JWTOptions: Optional[JWTOptionsOutput]
+    IAMFederationOptions: Optional[IAMFederationOptionsOutput]
     AnonymousAuthDisableDate: Optional[DisableTimestamp]
     AnonymousAuthEnabled: Optional[Boolean]
 
 
+class IAMFederationOptionsInput(TypedDict, total=False):
+    Enabled: Optional[Boolean]
+    SubjectKey: Optional[IAMFederationSubjectKey]
+    RolesKey: Optional[IAMFederationRolesKey]
+
+
 class JWTOptionsInput(TypedDict, total=False):
     Enabled: Optional[Boolean]
     SubjectKey: Optional[SubjectKey]
@@ -894,6 +909,7 @@ class AdvancedSecurityOptionsInput(TypedDict, total=False):
     MasterUserOptions: Optional[MasterUserOptions]
     SAMLOptions: Optional[SAMLOptionsInput]
     JWTOptions: Optional[JWTOptionsInput]
+    IAMFederationOptions: Optional[IAMFederationOptionsInput]
     AnonymousAuthEnabled: Optional[Boolean]
 
 
diff --git a/localstack-core/localstack/aws/api/s3control/__init__.py b/localstack-core/localstack/aws/api/s3control/__init__.py
index 429e3219630d2..c1b7d24099e73 100644
--- a/localstack-core/localstack/aws/api/s3control/__init__.py
+++ b/localstack-core/localstack/aws/api/s3control/__init__.py
@@ -857,6 +857,7 @@ class CreateAccessPointRequest(ServiceRequest):
     PublicAccessBlockConfiguration: Optional[PublicAccessBlockConfiguration]
     BucketAccountId: Optional[AccountId]
     Scope: Optional[Scope]
+    Tags: Optional[TagList]
 
 
 class CreateAccessPointResult(TypedDict, total=False):
@@ -2423,6 +2424,7 @@ def create_access_point(
         public_access_block_configuration: PublicAccessBlockConfiguration | None = None,
         bucket_account_id: AccountId | None = None,
         scope: Scope | None = None,
+        tags: TagList | None = None,
         **kwargs,
     ) -> CreateAccessPointResult:
         raise NotImplementedError
diff --git a/pyproject.toml b/pyproject.toml
index 88d32dc65d889..497332401cc82 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -54,9 +54,9 @@ Issues = "https://github.com/localstack/localstack/issues"
 # minimal required to actually run localstack on the host for services natively implemented in python
 base-runtime = [
     # pinned / updated by ASF update action
-    "boto3==1.39.14",
+    "boto3==1.40.1",
     # pinned / updated by ASF update action
-    "botocore==1.39.14",
+    "botocore==1.40.1",
     "awscrt>=0.13.14,!=0.27.1",
     "cbor2>=5.5.0",
     "dnspython>=1.16.0",
@@ -79,7 +79,7 @@ base-runtime = [
 runtime = [
     "localstack-core[base-runtime]",
     # pinned / updated by ASF update action
-    "awscli==1.41.14",
+    "awscli==1.42.1",
     "airspeed-ext>=0.6.3",
     # version that has a built wheel
     "kclpy-ext>=3.0.0",
diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index 8eeb89bb0a39b..2c2be825b45b4 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -11,9 +11,9 @@ attrs==25.3.0
     #   referencing
 awscrt==0.27.4
     # via localstack-core (pyproject.toml)
-boto3==1.39.14
+boto3==1.40.1
     # via localstack-core (pyproject.toml)
-botocore==1.39.14
+botocore==1.40.1
     # via
     #   boto3
     #   localstack-core (pyproject.toml)
diff --git a/requirements-dev.txt b/requirements-dev.txt
index 58633eccbd375..f9f94fbd4a9c7 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -39,17 +39,17 @@ aws-sam-translator==1.99.0
     #   localstack-core
 aws-xray-sdk==2.14.0
     # via moto-ext
-awscli==1.41.14
+awscli==1.42.1
     # via localstack-core
 awscrt==0.27.4
     # via localstack-core
-boto3==1.39.14
+boto3==1.40.1
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.39.14
+botocore==1.40.1
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index 7db6558c7d853..efc2a37aa1a19 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -27,17 +27,17 @@ aws-sam-translator==1.99.0
     #   localstack-core (pyproject.toml)
 aws-xray-sdk==2.14.0
     # via moto-ext
-awscli==1.41.14
+awscli==1.42.1
     # via localstack-core (pyproject.toml)
 awscrt==0.27.4
     # via localstack-core
-boto3==1.39.14
+boto3==1.40.1
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.39.14
+botocore==1.40.1
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-test.txt b/requirements-test.txt
index 1d71a474d0755..71d5b733e41cd 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -39,17 +39,17 @@ aws-sam-translator==1.99.0
     #   localstack-core
 aws-xray-sdk==2.14.0
     # via moto-ext
-awscli==1.41.14
+awscli==1.42.1
     # via localstack-core
 awscrt==0.27.4
     # via localstack-core
-boto3==1.39.14
+boto3==1.40.1
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.39.14
+botocore==1.40.1
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index ae72dbd2be51c..3c821f06dd4a0 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -39,11 +39,11 @@ aws-sam-translator==1.99.0
     #   localstack-core
 aws-xray-sdk==2.14.0
     # via moto-ext
-awscli==1.41.14
+awscli==1.42.1
     # via localstack-core
 awscrt==0.27.4
     # via localstack-core
-boto3==1.39.14
+boto3==1.40.1
     # via
     #   aws-sam-translator
     #   kclpy-ext
@@ -51,7 +51,7 @@ boto3==1.39.14
     #   moto-ext
 boto3-stubs==1.39.15
     # via localstack-core (pyproject.toml)
-botocore==1.39.14
+botocore==1.40.1
     # via
     #   aws-xray-sdk
     #   awscli

From 254294657f2f1e3330936263982ee050b6aaa030 Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Tue, 5 Aug 2025 10:38:58 +0200
Subject: [PATCH 065/697] Upgrade pinned Python dependencies (#12951)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
---
 .pre-commit-config.yaml       |   4 +-
 requirements-base-runtime.txt |   8 +-
 requirements-basic.txt        |   6 +-
 requirements-dev.txt          |  29 +++--
 requirements-runtime.txt      |  12 +-
 requirements-test.txt         |  23 ++--
 requirements-typehint.txt     | 239 +++++++++++++++++-----------------
 7 files changed, 162 insertions(+), 159 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 99a259f1559d5..801efd84b6ad8 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -3,7 +3,7 @@
 repos:
   - repo: https://github.com/astral-sh/ruff-pre-commit
     # Ruff version.
-    rev: v0.12.5
+    rev: v0.12.7
     hooks:
       - id: ruff
         args: [--fix, --exit-non-zero-on-fix]
@@ -11,7 +11,7 @@ repos:
       - id: ruff-format
 
   - repo: https://github.com/pre-commit/mirrors-mypy
-    rev: v1.17.0
+    rev: v1.17.1
     hooks:
       - id: mypy
         entry: bash -c 'cd localstack-core && mypy --install-types --non-interactive'
diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index 2c2be825b45b4..71b6aac02103e 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -9,7 +9,7 @@ attrs==25.3.0
     #   jsonschema
     #   localstack-twisted
     #   referencing
-awscrt==0.27.4
+awscrt==0.27.5
     # via localstack-core (pyproject.toml)
 boto3==1.40.1
     # via localstack-core (pyproject.toml)
@@ -18,13 +18,13 @@ botocore==1.40.1
     #   boto3
     #   localstack-core (pyproject.toml)
     #   s3transfer
-build==1.2.2.post1
+build==1.3.0
     # via localstack-core (pyproject.toml)
 cachetools==6.1.0
     # via localstack-core (pyproject.toml)
 cbor2==5.6.5
     # via localstack-core (pyproject.toml)
-certifi==2025.7.14
+certifi==2025.8.3
     # via requests
 cffi==1.17.1
     # via cryptography
@@ -120,7 +120,7 @@ parse==1.20.2
     # via openapi-core
 pathable==0.4.4
     # via jsonschema-path
-plux==1.12.1
+plux==1.13.0
     # via localstack-core (pyproject.toml)
 priority==1.3.0
     # via
diff --git a/requirements-basic.txt b/requirements-basic.txt
index 8ffc71ee66cb7..38325497d8329 100644
--- a/requirements-basic.txt
+++ b/requirements-basic.txt
@@ -4,11 +4,11 @@
 #
 #    pip-compile --output-file=requirements-basic.txt --strip-extras --unsafe-package=distribute --unsafe-package=localstack-core --unsafe-package=pip --unsafe-package=setuptools pyproject.toml
 #
-build==1.2.2.post1
+build==1.3.0
     # via localstack-core (pyproject.toml)
 cachetools==6.1.0
     # via localstack-core (pyproject.toml)
-certifi==2025.7.14
+certifi==2025.8.3
     # via requests
 cffi==1.17.1
     # via cryptography
@@ -34,7 +34,7 @@ mdurl==0.1.2
     # via markdown-it-py
 packaging==25.0
     # via build
-plux==1.12.1
+plux==1.13.0
     # via localstack-core (pyproject.toml)
 psutil==7.0.0
     # via localstack-core (pyproject.toml)
diff --git a/requirements-dev.txt b/requirements-dev.txt
index f9f94fbd4a9c7..d5983d91b1135 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -12,7 +12,7 @@ antlr4-python3-runtime==4.13.2
     # via
     #   localstack-core
     #   moto-ext
-anyio==4.9.0
+anyio==4.10.0
     # via httpx
 apispec==6.8.2
     # via localstack-core
@@ -31,7 +31,7 @@ aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
 aws-cdk-cloud-assembly-schema==45.2.0
     # via aws-cdk-lib
-aws-cdk-lib==2.207.0
+aws-cdk-lib==2.208.0
     # via localstack-core
 aws-sam-translator==1.99.0
     # via
@@ -41,7 +41,7 @@ aws-xray-sdk==2.14.0
     # via moto-ext
 awscli==1.42.1
     # via localstack-core
-awscrt==0.27.4
+awscrt==0.27.5
     # via localstack-core
 boto3==1.40.1
     # via
@@ -57,7 +57,7 @@ botocore==1.40.1
     #   localstack-core
     #   moto-ext
     #   s3transfer
-build==1.2.2.post1
+build==1.3.0
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
@@ -66,11 +66,11 @@ cachetools==6.1.0
     #   airspeed-ext
     #   localstack-core
     #   localstack-core (pyproject.toml)
-cattrs==24.1.3
+cattrs==25.1.1
     # via jsii
 cbor2==5.6.5
     # via localstack-core
-certifi==2025.7.14
+certifi==2025.8.3
     # via
     #   httpcore
     #   httpx
@@ -80,7 +80,7 @@ cffi==1.17.1
     # via cryptography
 cfgv==3.4.0
     # via pre-commit
-cfn-lint==1.38.0
+cfn-lint==1.38.1
     # via moto-ext
 charset-normalizer==3.4.2
     # via requests
@@ -94,7 +94,7 @@ constantly==23.10.4
     # via localstack-twisted
 constructs==10.4.2
     # via aws-cdk-lib
-coverage==7.10.1
+coverage==7.10.2
     # via
     #   coveralls
     #   localstack-core
@@ -195,7 +195,7 @@ joserfc==1.2.2
     # via moto-ext
 jpype1-ext==0.0.2
     # via localstack-core
-jsii==1.112.0
+jsii==1.113.0
     # via
     #   aws-cdk-asset-awscli-v1
     #   aws-cdk-asset-node-proxy-agent-v6
@@ -260,7 +260,7 @@ mpmath==1.3.0
     # via sympy
 multipart==1.3.0
     # via moto-ext
-mypy==1.17.0
+mypy==1.17.1
     # via localstack-core (pyproject.toml)
 mypy-extensions==1.1.0
     # via mypy
@@ -308,7 +308,7 @@ pluggy==1.6.0
     #   pytest
 plumbum==1.9.0
     # via pandoc
-plux==1.12.1
+plux==1.13.0
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
@@ -402,7 +402,7 @@ referencing==0.36.2
     #   jsonschema
     #   jsonschema-path
     #   jsonschema-specifications
-regex==2024.11.6
+regex==2025.7.34
     # via cfn-lint
 requests==2.32.4
     # via
@@ -437,7 +437,7 @@ rsa==4.7.2
     # via awscli
 rstr==3.2.2
     # via localstack-core (pyproject.toml)
-ruff==0.12.5
+ruff==0.12.7
     # via localstack-core (pyproject.toml)
 s3transfer==0.13.1
     # via
@@ -473,6 +473,7 @@ typing-extensions==4.14.1
     # via
     #   anyio
     #   aws-sam-translator
+    #   cattrs
     #   cfn-lint
     #   jsii
     #   localstack-twisted
@@ -493,7 +494,7 @@ urllib3==2.5.0
     #   opensearch-py
     #   requests
     #   responses
-virtualenv==20.32.0
+virtualenv==20.33.0
     # via pre-commit
 websocket-client==1.8.0
     # via localstack-core
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index efc2a37aa1a19..f20f18d53e970 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -29,7 +29,7 @@ aws-xray-sdk==2.14.0
     # via moto-ext
 awscli==1.42.1
     # via localstack-core (pyproject.toml)
-awscrt==0.27.4
+awscrt==0.27.5
     # via localstack-core
 boto3==1.40.1
     # via
@@ -45,7 +45,7 @@ botocore==1.40.1
     #   localstack-core
     #   moto-ext
     #   s3transfer
-build==1.2.2.post1
+build==1.3.0
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
@@ -56,13 +56,13 @@ cachetools==6.1.0
     #   localstack-core (pyproject.toml)
 cbor2==5.6.5
     # via localstack-core
-certifi==2025.7.14
+certifi==2025.8.3
     # via
     #   opensearch-py
     #   requests
 cffi==1.17.1
     # via cryptography
-cfn-lint==1.38.0
+cfn-lint==1.38.1
     # via moto-ext
 charset-normalizer==3.4.2
     # via requests
@@ -221,7 +221,7 @@ parse==1.20.2
     # via openapi-core
 pathable==0.4.4
     # via jsonschema-path
-plux==1.12.1
+plux==1.13.0
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
@@ -285,7 +285,7 @@ referencing==0.36.2
     #   jsonschema
     #   jsonschema-path
     #   jsonschema-specifications
-regex==2024.11.6
+regex==2025.7.34
     # via cfn-lint
 requests==2.32.4
     # via
diff --git a/requirements-test.txt b/requirements-test.txt
index 71d5b733e41cd..5366d4ec8d41e 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -12,7 +12,7 @@ antlr4-python3-runtime==4.13.2
     # via
     #   localstack-core
     #   moto-ext
-anyio==4.9.0
+anyio==4.10.0
     # via httpx
 apispec==6.8.2
     # via localstack-core
@@ -31,7 +31,7 @@ aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
 aws-cdk-cloud-assembly-schema==45.2.0
     # via aws-cdk-lib
-aws-cdk-lib==2.207.0
+aws-cdk-lib==2.208.0
     # via localstack-core (pyproject.toml)
 aws-sam-translator==1.99.0
     # via
@@ -41,7 +41,7 @@ aws-xray-sdk==2.14.0
     # via moto-ext
 awscli==1.42.1
     # via localstack-core
-awscrt==0.27.4
+awscrt==0.27.5
     # via localstack-core
 boto3==1.40.1
     # via
@@ -57,7 +57,7 @@ botocore==1.40.1
     #   localstack-core
     #   moto-ext
     #   s3transfer
-build==1.2.2.post1
+build==1.3.0
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
@@ -66,11 +66,11 @@ cachetools==6.1.0
     #   airspeed-ext
     #   localstack-core
     #   localstack-core (pyproject.toml)
-cattrs==24.1.3
+cattrs==25.1.1
     # via jsii
 cbor2==5.6.5
     # via localstack-core
-certifi==2025.7.14
+certifi==2025.8.3
     # via
     #   httpcore
     #   httpx
@@ -78,7 +78,7 @@ certifi==2025.7.14
     #   requests
 cffi==1.17.1
     # via cryptography
-cfn-lint==1.38.0
+cfn-lint==1.38.1
     # via moto-ext
 charset-normalizer==3.4.2
     # via requests
@@ -92,7 +92,7 @@ constantly==23.10.4
     # via localstack-twisted
 constructs==10.4.2
     # via aws-cdk-lib
-coverage==7.10.1
+coverage==7.10.2
     # via localstack-core (pyproject.toml)
 crontab==1.0.5
     # via localstack-core
@@ -179,7 +179,7 @@ joserfc==1.2.2
     # via moto-ext
 jpype1-ext==0.0.2
     # via localstack-core
-jsii==1.112.0
+jsii==1.113.0
     # via
     #   aws-cdk-asset-awscli-v1
     #   aws-cdk-asset-node-proxy-agent-v6
@@ -275,7 +275,7 @@ pluggy==1.6.0
     # via
     #   localstack-core (pyproject.toml)
     #   pytest
-plux==1.12.1
+plux==1.13.0
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
@@ -363,7 +363,7 @@ referencing==0.36.2
     #   jsonschema
     #   jsonschema-path
     #   jsonschema-specifications
-regex==2024.11.6
+regex==2025.7.34
     # via cfn-lint
 requests==2.32.4
     # via
@@ -429,6 +429,7 @@ typing-extensions==4.14.1
     # via
     #   anyio
     #   aws-sam-translator
+    #   cattrs
     #   cfn-lint
     #   jsii
     #   localstack-twisted
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index 3c821f06dd4a0..ddf1d507af29a 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -12,7 +12,7 @@ antlr4-python3-runtime==4.13.2
     # via
     #   localstack-core
     #   moto-ext
-anyio==4.9.0
+anyio==4.10.0
     # via httpx
 apispec==6.8.2
     # via localstack-core
@@ -31,7 +31,7 @@ aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
 aws-cdk-cloud-assembly-schema==45.2.0
     # via aws-cdk-lib
-aws-cdk-lib==2.207.0
+aws-cdk-lib==2.208.0
     # via localstack-core
 aws-sam-translator==1.99.0
     # via
@@ -41,7 +41,7 @@ aws-xray-sdk==2.14.0
     # via moto-ext
 awscli==1.42.1
     # via localstack-core
-awscrt==0.27.4
+awscrt==0.27.5
     # via localstack-core
 boto3==1.40.1
     # via
@@ -49,7 +49,7 @@ boto3==1.40.1
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-boto3-stubs==1.39.15
+boto3-stubs==1.40.2
     # via localstack-core (pyproject.toml)
 botocore==1.40.1
     # via
@@ -61,7 +61,7 @@ botocore==1.40.1
     #   s3transfer
 botocore-stubs==1.38.46
     # via boto3-stubs
-build==1.2.2.post1
+build==1.3.0
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
@@ -70,11 +70,11 @@ cachetools==6.1.0
     #   airspeed-ext
     #   localstack-core
     #   localstack-core (pyproject.toml)
-cattrs==24.1.3
+cattrs==25.1.1
     # via jsii
 cbor2==5.6.5
     # via localstack-core
-certifi==2025.7.14
+certifi==2025.8.3
     # via
     #   httpcore
     #   httpx
@@ -84,7 +84,7 @@ cffi==1.17.1
     # via cryptography
 cfgv==3.4.0
     # via pre-commit
-cfn-lint==1.38.0
+cfn-lint==1.38.1
     # via moto-ext
 charset-normalizer==3.4.2
     # via requests
@@ -98,7 +98,7 @@ constantly==23.10.4
     # via localstack-twisted
 constructs==10.4.2
     # via aws-cdk-lib
-coverage==7.10.1
+coverage==7.10.2
     # via
     #   coveralls
     #   localstack-core
@@ -199,7 +199,7 @@ joserfc==1.2.2
     # via moto-ext
 jpype1-ext==0.0.2
     # via localstack-core
-jsii==1.112.0
+jsii==1.113.0
     # via
     #   aws-cdk-asset-awscli-v1
     #   aws-cdk-asset-node-proxy-agent-v6
@@ -264,213 +264,213 @@ mpmath==1.3.0
     # via sympy
 multipart==1.3.0
     # via moto-ext
-mypy==1.17.0
+mypy==1.17.1
     # via localstack-core
-mypy-boto3-acm==1.39.0
+mypy-boto3-acm==1.40.0
     # via boto3-stubs
-mypy-boto3-acm-pca==1.39.0
+mypy-boto3-acm-pca==1.40.1
     # via boto3-stubs
-mypy-boto3-amplify==1.39.0
+mypy-boto3-amplify==1.40.0
     # via boto3-stubs
-mypy-boto3-apigateway==1.39.0
+mypy-boto3-apigateway==1.40.0
     # via boto3-stubs
-mypy-boto3-apigatewayv2==1.39.0
+mypy-boto3-apigatewayv2==1.40.0
     # via boto3-stubs
-mypy-boto3-appconfig==1.39.0
+mypy-boto3-appconfig==1.40.0
     # via boto3-stubs
-mypy-boto3-appconfigdata==1.39.0
+mypy-boto3-appconfigdata==1.40.0
     # via boto3-stubs
-mypy-boto3-application-autoscaling==1.39.0
+mypy-boto3-application-autoscaling==1.40.0
     # via boto3-stubs
-mypy-boto3-appsync==1.39.0
+mypy-boto3-appsync==1.40.0
     # via boto3-stubs
-mypy-boto3-athena==1.39.0
+mypy-boto3-athena==1.40.0
     # via boto3-stubs
-mypy-boto3-autoscaling==1.39.0
+mypy-boto3-autoscaling==1.40.0
     # via boto3-stubs
-mypy-boto3-backup==1.39.0
+mypy-boto3-backup==1.40.0
     # via boto3-stubs
-mypy-boto3-batch==1.39.0
+mypy-boto3-batch==1.40.0
     # via boto3-stubs
-mypy-boto3-ce==1.39.0
+mypy-boto3-ce==1.40.0
     # via boto3-stubs
-mypy-boto3-cloudcontrol==1.39.0
+mypy-boto3-cloudcontrol==1.40.0
     # via boto3-stubs
-mypy-boto3-cloudformation==1.39.0
+mypy-boto3-cloudformation==1.40.0
     # via boto3-stubs
-mypy-boto3-cloudfront==1.39.10
+mypy-boto3-cloudfront==1.40.0
     # via boto3-stubs
-mypy-boto3-cloudtrail==1.39.0
+mypy-boto3-cloudtrail==1.40.0
     # via boto3-stubs
-mypy-boto3-cloudwatch==1.39.0
+mypy-boto3-cloudwatch==1.40.0
     # via boto3-stubs
-mypy-boto3-codebuild==1.39.0
+mypy-boto3-codebuild==1.40.0
     # via boto3-stubs
-mypy-boto3-codecommit==1.39.0
+mypy-boto3-codecommit==1.40.0
     # via boto3-stubs
-mypy-boto3-codeconnections==1.39.0
+mypy-boto3-codeconnections==1.40.2
     # via boto3-stubs
-mypy-boto3-codedeploy==1.39.0
+mypy-boto3-codedeploy==1.40.0
     # via boto3-stubs
-mypy-boto3-codepipeline==1.39.0
+mypy-boto3-codepipeline==1.40.0
     # via boto3-stubs
-mypy-boto3-codestar-connections==1.39.0
+mypy-boto3-codestar-connections==1.40.0
     # via boto3-stubs
-mypy-boto3-cognito-identity==1.39.0
+mypy-boto3-cognito-identity==1.40.0
     # via boto3-stubs
-mypy-boto3-cognito-idp==1.39.0
+mypy-boto3-cognito-idp==1.40.0
     # via boto3-stubs
-mypy-boto3-dms==1.39.0
+mypy-boto3-dms==1.40.0
     # via boto3-stubs
-mypy-boto3-docdb==1.39.0
+mypy-boto3-docdb==1.40.0
     # via boto3-stubs
-mypy-boto3-dynamodb==1.39.0
+mypy-boto3-dynamodb==1.40.0
     # via boto3-stubs
-mypy-boto3-dynamodbstreams==1.39.5
+mypy-boto3-dynamodbstreams==1.40.0
     # via boto3-stubs
-mypy-boto3-ec2==1.39.14
+mypy-boto3-ec2==1.40.0
     # via boto3-stubs
-mypy-boto3-ecr==1.39.11
+mypy-boto3-ecr==1.40.0
     # via boto3-stubs
-mypy-boto3-ecs==1.39.6
+mypy-boto3-ecs==1.40.0
     # via boto3-stubs
-mypy-boto3-efs==1.39.0
+mypy-boto3-efs==1.40.0
     # via boto3-stubs
-mypy-boto3-eks==1.39.0
+mypy-boto3-eks==1.40.0
     # via boto3-stubs
-mypy-boto3-elasticache==1.39.0
+mypy-boto3-elasticache==1.40.0
     # via boto3-stubs
-mypy-boto3-elasticbeanstalk==1.39.0
+mypy-boto3-elasticbeanstalk==1.40.0
     # via boto3-stubs
-mypy-boto3-elbv2==1.39.0
+mypy-boto3-elbv2==1.40.0
     # via boto3-stubs
-mypy-boto3-emr==1.39.11
+mypy-boto3-emr==1.40.0
     # via boto3-stubs
-mypy-boto3-emr-serverless==1.39.0
+mypy-boto3-emr-serverless==1.40.0
     # via boto3-stubs
-mypy-boto3-es==1.39.0
+mypy-boto3-es==1.40.0
     # via boto3-stubs
-mypy-boto3-events==1.39.5
+mypy-boto3-events==1.40.0
     # via boto3-stubs
-mypy-boto3-firehose==1.39.0
+mypy-boto3-firehose==1.40.0
     # via boto3-stubs
-mypy-boto3-fis==1.39.0
+mypy-boto3-fis==1.40.0
     # via boto3-stubs
-mypy-boto3-glacier==1.39.0
+mypy-boto3-glacier==1.40.0
     # via boto3-stubs
-mypy-boto3-glue==1.39.12
+mypy-boto3-glue==1.40.0
     # via boto3-stubs
-mypy-boto3-iam==1.39.0
+mypy-boto3-iam==1.40.0
     # via boto3-stubs
-mypy-boto3-identitystore==1.39.0
+mypy-boto3-identitystore==1.40.0
     # via boto3-stubs
-mypy-boto3-iot==1.39.0
+mypy-boto3-iot==1.40.0
     # via boto3-stubs
-mypy-boto3-iot-data==1.39.0
+mypy-boto3-iot-data==1.40.0
     # via boto3-stubs
-mypy-boto3-iotanalytics==1.39.0
+mypy-boto3-iotanalytics==1.40.0
     # via boto3-stubs
-mypy-boto3-iotwireless==1.39.7
+mypy-boto3-iotwireless==1.40.0
     # via boto3-stubs
-mypy-boto3-kafka==1.39.0
+mypy-boto3-kafka==1.40.0
     # via boto3-stubs
-mypy-boto3-kinesis==1.39.0
+mypy-boto3-kinesis==1.40.0
     # via boto3-stubs
-mypy-boto3-kinesisanalytics==1.39.0
+mypy-boto3-kinesisanalytics==1.40.0
     # via boto3-stubs
-mypy-boto3-kinesisanalyticsv2==1.39.0
+mypy-boto3-kinesisanalyticsv2==1.40.0
     # via boto3-stubs
-mypy-boto3-kms==1.39.14
+mypy-boto3-kms==1.40.0
     # via boto3-stubs
-mypy-boto3-lakeformation==1.39.0
+mypy-boto3-lakeformation==1.40.0
     # via boto3-stubs
-mypy-boto3-lambda==1.39.11
+mypy-boto3-lambda==1.40.0
     # via boto3-stubs
-mypy-boto3-logs==1.39.9
+mypy-boto3-logs==1.40.0
     # via boto3-stubs
-mypy-boto3-managedblockchain==1.39.0
+mypy-boto3-managedblockchain==1.40.0
     # via boto3-stubs
-mypy-boto3-mediaconvert==1.39.9
+mypy-boto3-mediaconvert==1.40.0
     # via boto3-stubs
-mypy-boto3-mediastore==1.39.0
+mypy-boto3-mediastore==1.40.0
     # via boto3-stubs
-mypy-boto3-mq==1.39.0
+mypy-boto3-mq==1.40.0
     # via boto3-stubs
-mypy-boto3-mwaa==1.39.0
+mypy-boto3-mwaa==1.40.0
     # via boto3-stubs
-mypy-boto3-neptune==1.39.0
+mypy-boto3-neptune==1.40.0
     # via boto3-stubs
-mypy-boto3-opensearch==1.39.5
+mypy-boto3-opensearch==1.40.0
     # via boto3-stubs
-mypy-boto3-organizations==1.39.0
+mypy-boto3-organizations==1.40.0
     # via boto3-stubs
-mypy-boto3-pi==1.39.0
+mypy-boto3-pi==1.40.0
     # via boto3-stubs
-mypy-boto3-pinpoint==1.39.0
+mypy-boto3-pinpoint==1.40.0
     # via boto3-stubs
-mypy-boto3-pipes==1.39.0
+mypy-boto3-pipes==1.40.0
     # via boto3-stubs
-mypy-boto3-qldb==1.39.0
+mypy-boto3-qldb==1.40.0
     # via boto3-stubs
-mypy-boto3-qldb-session==1.39.0
+mypy-boto3-qldb-session==1.40.0
     # via boto3-stubs
-mypy-boto3-rds==1.39.1
+mypy-boto3-rds==1.40.0
     # via boto3-stubs
-mypy-boto3-rds-data==1.39.0
+mypy-boto3-rds-data==1.40.0
     # via boto3-stubs
-mypy-boto3-redshift==1.39.0
+mypy-boto3-redshift==1.40.0
     # via boto3-stubs
-mypy-boto3-redshift-data==1.39.0
+mypy-boto3-redshift-data==1.40.0
     # via boto3-stubs
-mypy-boto3-resource-groups==1.39.0
+mypy-boto3-resource-groups==1.40.0
     # via boto3-stubs
-mypy-boto3-resourcegroupstaggingapi==1.39.0
+mypy-boto3-resourcegroupstaggingapi==1.40.0
     # via boto3-stubs
-mypy-boto3-route53==1.39.3
+mypy-boto3-route53==1.40.0
     # via boto3-stubs
-mypy-boto3-route53resolver==1.39.0
+mypy-boto3-route53resolver==1.40.0
     # via boto3-stubs
-mypy-boto3-s3==1.39.5
+mypy-boto3-s3==1.40.0
     # via boto3-stubs
-mypy-boto3-s3control==1.39.2
+mypy-boto3-s3control==1.40.0
     # via boto3-stubs
-mypy-boto3-sagemaker==1.39.10
+mypy-boto3-sagemaker==1.40.2
     # via boto3-stubs
-mypy-boto3-sagemaker-runtime==1.39.0
+mypy-boto3-sagemaker-runtime==1.40.0
     # via boto3-stubs
-mypy-boto3-secretsmanager==1.39.0
+mypy-boto3-secretsmanager==1.40.0
     # via boto3-stubs
-mypy-boto3-serverlessrepo==1.39.0
+mypy-boto3-serverlessrepo==1.40.0
     # via boto3-stubs
-mypy-boto3-servicediscovery==1.39.0
+mypy-boto3-servicediscovery==1.40.0
     # via boto3-stubs
-mypy-boto3-ses==1.39.0
+mypy-boto3-ses==1.40.0
     # via boto3-stubs
-mypy-boto3-sesv2==1.39.9
+mypy-boto3-sesv2==1.40.0
     # via boto3-stubs
-mypy-boto3-sns==1.39.0
+mypy-boto3-sns==1.40.1
     # via boto3-stubs
-mypy-boto3-sqs==1.39.14
+mypy-boto3-sqs==1.40.0
     # via boto3-stubs
-mypy-boto3-ssm==1.39.9
+mypy-boto3-ssm==1.40.0
     # via boto3-stubs
-mypy-boto3-sso-admin==1.39.0
+mypy-boto3-sso-admin==1.40.0
     # via boto3-stubs
-mypy-boto3-stepfunctions==1.39.8
+mypy-boto3-stepfunctions==1.40.0
     # via boto3-stubs
-mypy-boto3-sts==1.39.0
+mypy-boto3-sts==1.40.0
     # via boto3-stubs
-mypy-boto3-timestream-query==1.39.0
+mypy-boto3-timestream-query==1.40.0
     # via boto3-stubs
-mypy-boto3-timestream-write==1.39.0
+mypy-boto3-timestream-write==1.40.0
     # via boto3-stubs
-mypy-boto3-transcribe==1.39.0
+mypy-boto3-transcribe==1.40.0
     # via boto3-stubs
-mypy-boto3-verifiedpermissions==1.39.0
+mypy-boto3-verifiedpermissions==1.40.0
     # via boto3-stubs
-mypy-boto3-wafv2==1.39.0
+mypy-boto3-wafv2==1.40.0
     # via boto3-stubs
-mypy-boto3-xray==1.39.0
+mypy-boto3-xray==1.40.0
     # via boto3-stubs
 mypy-extensions==1.1.0
     # via mypy
@@ -518,7 +518,7 @@ pluggy==1.6.0
     #   pytest
 plumbum==1.9.0
     # via pandoc
-plux==1.12.1
+plux==1.13.0
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
@@ -612,7 +612,7 @@ referencing==0.36.2
     #   jsonschema
     #   jsonschema-path
     #   jsonschema-specifications
-regex==2024.11.6
+regex==2025.7.34
     # via cfn-lint
 requests==2.32.4
     # via
@@ -647,7 +647,7 @@ rsa==4.7.2
     # via awscli
 rstr==3.2.2
     # via localstack-core
-ruff==0.12.5
+ruff==0.12.7
     # via localstack-core
 s3transfer==0.13.1
     # via
@@ -679,7 +679,7 @@ typeguard==2.13.3
     #   aws-cdk-lib
     #   constructs
     #   jsii
-types-awscrt==0.27.4
+types-awscrt==0.27.5
     # via botocore-stubs
 types-s3transfer==0.13.0
     # via boto3-stubs
@@ -688,6 +688,7 @@ typing-extensions==4.14.1
     #   anyio
     #   aws-sam-translator
     #   boto3-stubs
+    #   cattrs
     #   cfn-lint
     #   jsii
     #   localstack-twisted
@@ -811,7 +812,7 @@ urllib3==2.5.0
     #   opensearch-py
     #   requests
     #   responses
-virtualenv==20.32.0
+virtualenv==20.33.0
     # via pre-commit
 websocket-client==1.8.0
     # via localstack-core

From 6e03b925503053db4fe38ce18e9e30e587b94807 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Cristopher=20Pinz=C3=B3n?=
 <18080804+pinzon@users.noreply.github.com>
Date: Tue, 5 Aug 2025 04:39:59 -0500
Subject: [PATCH 066/697] add testing for Fn::Transform in CFn v2 (#12689)

---
 .../engine/v2/change_set_model_preproc.py     |   65 -
 .../engine/v2/change_set_model_transform.py   |   61 +-
 .../testing/pytest/cloudformation/fixtures.py |   10 +
 .../cloudformation/api/test_transformers.py   |    1 +
 .../test_change_set_fn_transform.py           |  573 ++
 ...test_change_set_fn_transform.snapshot.json | 6505 +++++++++++++++++
 ...st_change_set_fn_transform.validation.json |  137 +
 .../cloudformation/test_template_engine.py    |    1 +
 .../aws/templates/macros/add_standard_tags.py |   10 +
 9 files changed, 7288 insertions(+), 75 deletions(-)
 create mode 100644 tests/aws/services/cloudformation/test_change_set_fn_transform.py
 create mode 100644 tests/aws/services/cloudformation/test_change_set_fn_transform.snapshot.json
 create mode 100644 tests/aws/services/cloudformation/test_change_set_fn_transform.validation.json
 create mode 100644 tests/aws/templates/macros/add_standard_tags.py

diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
index eb91eaee3be98..aa174f32564ea 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
@@ -10,11 +10,6 @@
 from localstack import config
 from localstack.aws.api.ec2 import AvailabilityZoneList, DescribeAvailabilityZonesResult
 from localstack.aws.connect import connect_to
-from localstack.services.cloudformation.engine.transformers import (
-    Transformer,
-    execute_macro,
-    transformers,
-)
 from localstack.services.cloudformation.engine.v2.change_set_model import (
     ChangeSetEntity,
     ChangeType,
@@ -47,7 +42,6 @@
 from localstack.services.cloudformation.engine.v2.change_set_model_visitor import (
     ChangeSetModelVisitor,
 )
-from localstack.services.cloudformation.stores import get_cloudformation_store
 from localstack.services.cloudformation.v2.entities import ChangeSet
 from localstack.utils.aws.arns import get_partition
 from localstack.utils.objects import get_value_from_path
@@ -609,65 +603,6 @@ def _compute_fn_not(arg: bool) -> bool:
         )
         return delta
 
-    def _compute_fn_transform(self, args: dict[str, Any]) -> Any:
-        # TODO: add typing to arguments before this level.
-        # TODO: add schema validation
-        # TODO: add support for other transform types
-
-        account_id = self._change_set.account_id
-        region_name = self._change_set.region_name
-        transform_name: str = args.get("Name")
-        if not isinstance(transform_name, str):
-            raise RuntimeError("Invalid or missing Fn::Transform 'Name' argument")
-        transform_parameters: dict = args.get("Parameters")
-        if not isinstance(transform_parameters, dict):
-            raise RuntimeError("Invalid or missing Fn::Transform 'Parameters' argument")
-
-        if transform_name in transformers:
-            # TODO: port and refactor this 'transformers' logic to this package.
-            builtin_transformer_class = transformers[transform_name]
-            builtin_transformer: Transformer = builtin_transformer_class()
-            transform_output: Any = builtin_transformer.transform(
-                account_id=account_id, region_name=region_name, parameters=transform_parameters
-            )
-            return transform_output
-
-        macros_store = get_cloudformation_store(
-            account_id=account_id, region_name=region_name
-        ).macros
-        if transform_name in macros_store:
-            # TODO: this formatting of stack parameters is odd but required to integrate with v1 execute_macro util.
-            #  consider porting this utils and passing the plain list of parameters instead.
-            stack_parameters = {
-                parameter["ParameterKey"]: parameter
-                for parameter in self._change_set.stack.parameters
-            }
-            transform_output: Any = execute_macro(
-                account_id=account_id,
-                region_name=region_name,
-                parsed_template=dict(),  # TODO: review the requirements for this argument.
-                macro=args,  # TODO: review support for non dict bindings (v1).
-                stack_parameters=stack_parameters,
-                transformation_parameters=transform_parameters,
-                is_intrinsic=True,
-            )
-            return transform_output
-
-        raise RuntimeError(
-            f"Unsupported transform function '{transform_name}' in '{self._change_set.stack.stack_name}'"
-        )
-
-    def visit_node_intrinsic_function_fn_transform(
-        self, node_intrinsic_function: NodeIntrinsicFunction
-    ) -> PreprocEntityDelta:
-        arguments_delta = self.visit(node_intrinsic_function.arguments)
-        delta = self._cached_apply(
-            scope=node_intrinsic_function.scope,
-            arguments_delta=arguments_delta,
-            resolver=self._compute_fn_transform,
-        )
-        return delta
-
     def visit_node_intrinsic_function_fn_sub(
         self, node_intrinsic_function: NodeIntrinsicFunction
     ) -> PreprocEntityDelta:
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_transform.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_transform.py
index 70981d014747c..87ca0c9a53aa4 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_transform.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_transform.py
@@ -4,9 +4,12 @@
 from typing import Any, Final, Optional, TypedDict
 
 import boto3
+from botocore.exceptions import ClientError
 from samtranslator.translator.transform import transform as transform_sam
 
+from localstack.aws.connect import connect_to
 from localstack.services.cloudformation.engine.policy_loader import create_policy_loader
+from localstack.services.cloudformation.engine.template_preparer import parse_template
 from localstack.services.cloudformation.engine.transformers import (
     FailedTransformationException,
     execute_macro,
@@ -27,12 +30,14 @@
 )
 from localstack.services.cloudformation.stores import get_cloudformation_store
 from localstack.services.cloudformation.v2.entities import ChangeSet
+from localstack.utils import testutil
 
 LOG = logging.getLogger(__name__)
 
 SERVERLESS_TRANSFORM = "AWS::Serverless-2016-10-31"
 EXTENSIONS_TRANSFORM = "AWS::LanguageExtensions"
 SECRETSMANAGER_TRANSFORM = "AWS::SecretsManager-2020-07-23"
+INCLUDE_TRANSFORM = "AWS::Include"
 
 _SCOPE_TRANSFORM_TEMPLATE_OUTCOME: Final[Scope] = Scope("TRANSFORM_TEMPLATE_OUTCOME")
 
@@ -138,6 +143,32 @@ def _apply_global_serverless_transformation(
             if region_before is not None:
                 os.environ["AWS_DEFAULT_REGION"] = region_before
 
+    @staticmethod
+    def _apply_global_include(
+        global_transform: GlobalTransform, template: dict, parameters: dict, account_id, region_name
+    ) -> dict:
+        location = global_transform.parameters.get("Location")
+        if not location or not location.startswith("s3://"):
+            raise FailedTransformationException(
+                transformation=INCLUDE_TRANSFORM,
+                message="Unexpected Location parameter for AWS::Include transformer: %s" % location,
+            )
+
+        s3_client = connect_to(aws_access_key_id=account_id, region_name=region_name).s3
+        bucket, _, path = location.removeprefix("s3://").partition("/")
+        try:
+            content = testutil.download_s3_object(s3_client, bucket, path)
+        except ClientError:
+            raise FailedTransformationException(
+                transformation=INCLUDE_TRANSFORM,
+                message="Error downloading S3 object '%s/%s'" % (bucket, path),
+            )
+        try:
+            template_to_include = parse_template(content)
+        except Exception as e:
+            raise FailedTransformationException(transformation=INCLUDE_TRANSFORM, message=str(e))
+        return {**template, **template_to_include}
+
     @staticmethod
     def _apply_global_macro_transformation(
         account_id: str,
@@ -182,6 +213,14 @@ def _apply_global_transform(
             # https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/transform-aws-secretsmanager.html
             LOG.warning("%s is not yet supported. Ignoring.", SECRETSMANAGER_TRANSFORM)
             transformed_template = template
+        elif transform_name == INCLUDE_TRANSFORM:
+            transformed_template = self._apply_global_include(
+                global_transform=global_transform,
+                region_name=self._change_set.region_name,
+                account_id=self._change_set.account_id,
+                template=template,
+                parameters=parameters,
+            )
         else:
             transformed_template = self._apply_global_macro_transformation(
                 account_id=self._change_set.account_id,
@@ -213,11 +252,12 @@ def transform(self) -> tuple[dict, dict]:
             if not transformed_before_template:
                 transformed_before_template = self._before_template
                 for before_global_transform in transform_before:
-                    transformed_before_template = self._apply_global_transform(
-                        global_transform=before_global_transform,
-                        parameters=parameters_before,
-                        template=transformed_before_template,
-                    )
+                    if not is_nothing(before_global_transform.name):
+                        transformed_before_template = self._apply_global_transform(
+                            global_transform=before_global_transform,
+                            parameters=parameters_before,
+                            template=transformed_before_template,
+                        )
                 self._before_cache[_SCOPE_TRANSFORM_TEMPLATE_OUTCOME] = transformed_before_template
 
         transformed_after_template = self._after_template
@@ -226,11 +266,12 @@ def transform(self) -> tuple[dict, dict]:
             if not transformed_after_template:
                 transformed_after_template = self._after_template
                 for after_global_transform in transform_after:
-                    transformed_after_template = self._apply_global_transform(
-                        global_transform=after_global_transform,
-                        parameters=parameters_after,
-                        template=transformed_after_template,
-                    )
+                    if not is_nothing(after_global_transform.name):
+                        transformed_after_template = self._apply_global_transform(
+                            global_transform=after_global_transform,
+                            parameters=parameters_after,
+                            template=transformed_after_template,
+                        )
                 self._after_cache[_SCOPE_TRANSFORM_TEMPLATE_OUTCOME] = transformed_after_template
 
         self._save_runtime_cache()
diff --git a/localstack-core/localstack/testing/pytest/cloudformation/fixtures.py b/localstack-core/localstack/testing/pytest/cloudformation/fixtures.py
index 745a547f078c3..912612ccdc423 100644
--- a/localstack-core/localstack/testing/pytest/cloudformation/fixtures.py
+++ b/localstack-core/localstack/testing/pytest/cloudformation/fixtures.py
@@ -131,6 +131,11 @@ def inner(
             ChangeSetName=change_set_name,
             TemplateBody=t1,
             ChangeSetType="CREATE",
+            Capabilities=[
+                "CAPABILITY_IAM",
+                "CAPABILITY_NAMED_IAM",
+                "CAPABILITY_AUTO_EXPAND",
+            ],
             Parameters=[{"ParameterKey": k, "ParameterValue": v} for (k, v) in p1.items()],
         )
         snapshot.match("create-change-set-1", change_set_details)
@@ -189,6 +194,11 @@ def inner(
             TemplateBody=t2,
             ChangeSetType="UPDATE",
             Parameters=[{"ParameterKey": k, "ParameterValue": v} for (k, v) in p2.items()],
+            Capabilities=[
+                "CAPABILITY_IAM",
+                "CAPABILITY_NAMED_IAM",
+                "CAPABILITY_AUTO_EXPAND",
+            ],
         )
         snapshot.match("create-change-set-2", change_set_details)
         stack_id = change_set_details["StackId"]
diff --git a/tests/aws/services/cloudformation/api/test_transformers.py b/tests/aws/services/cloudformation/api/test_transformers.py
index 9789e7b9770e4..dc4a889e810a8 100644
--- a/tests/aws/services/cloudformation/api/test_transformers.py
+++ b/tests/aws/services/cloudformation/api/test_transformers.py
@@ -14,6 +14,7 @@
 from localstack.utils.strings import short_uid, to_bytes
 
 
+@skip_if_v2_provider(reason="transform not implemented")
 @markers.aws.validated
 @markers.snapshot.skip_snapshot_verify(paths=["$..tags"])
 def test_duplicate_resources(deploy_cfn_template, s3_bucket, snapshot, aws_client):
diff --git a/tests/aws/services/cloudformation/test_change_set_fn_transform.py b/tests/aws/services/cloudformation/test_change_set_fn_transform.py
new file mode 100644
index 0000000000000..2e4fe57d9a785
--- /dev/null
+++ b/tests/aws/services/cloudformation/test_change_set_fn_transform.py
@@ -0,0 +1,573 @@
+import os
+
+import pytest
+from localstack_snapshot.snapshots.transformer import RegexTransformer
+
+from localstack.aws.api.lambda_ import Runtime
+from localstack.testing.pytest import markers
+from localstack.utils.strings import short_uid
+
+
+@pytest.mark.skip("CFnv2 implementation missing")
+@markers.snapshot.skip_snapshot_verify(
+    paths=[
+        "per-resource-events..*",
+        "delete-describe..*",
+        #
+        # Before/After Context
+        "$..Capabilities",
+        "$..NotificationARNs",
+        "$..IncludeNestedStacks",
+        "$..Scope",
+        "$..Details",
+        "$..Parameters",
+        "$..Replacement",
+        "$..PolicyAction",
+    ]
+)
+class TestChangeSetFnTransform:
+    @pytest.fixture(scope="function")
+    def create_macro(self, aws_client, deploy_cfn_template, create_lambda_function):
+        def _inner(macro_name, code_path):
+            func_name = f"test_lambda_{short_uid()}"
+            create_lambda_function(
+                func_name=func_name,
+                handler_file=code_path,
+                runtime=Runtime.python3_12,
+                client=aws_client.lambda_,
+            )
+
+            deploy_cfn_template(
+                template_path=os.path.join(
+                    os.path.dirname(__file__), "../../../templates/macro_resource.yml"
+                ),
+                parameters={"FunctionName": func_name, "MacroName": macro_name},
+            )
+
+        yield _inner
+
+    @markers.aws.validated
+    @pytest.mark.parametrize("include_format", ["yml", "json"])
+    @markers.snapshot.skip_snapshot_verify(
+        paths=["$..Changes..ResourceChange.AfterContext.Properties.Name"]
+    )
+    def test_embedded_fn_transform_include(
+        self, include_format, snapshot, capture_update_process, s3_bucket, aws_client, tmp_path
+    ):
+        name1 = f"name-1-{short_uid()}"
+        name2 = f"name-2-{short_uid()}"
+        snapshot.add_transformer(RegexTransformer(name1, "topic-name-1"))
+
+        bucket = s3_bucket
+        file = tmp_path / "bucket_definition.yml"
+
+        if include_format == "json":
+            template = (
+                '{"Parameter": { "Type": "AWS::SSM::Parameter","Properties": {"Name": "%s", "Type": "String", "Value": "foo"}}}'
+                % name2
+            )
+        else:
+            template = f"""
+            Parameter2:
+                Type: AWS::SSM::Parameter
+                Properties:
+                    Name: {name2}
+                    Type: String
+                    Value: foo
+            """
+
+        file.write_text(data=template)
+        aws_client.s3.upload_file(
+            Bucket=bucket,
+            Key="template",
+            Filename=str(file.absolute()),
+        )
+
+        template_1 = {
+            "Resources": {
+                "Parameter": {
+                    "Type": "AWS::SSM::Parameter",
+                    "Properties": {"Name": name1, "Type": "String", "Value": "foo"},
+                },
+            }
+        }
+        template_2 = {
+            "Resources": {
+                "Parameter": {
+                    "Type": "AWS::SSM::Parameter",
+                    "Properties": {"Name": name1, "Type": "String", "Value": "foo"},
+                },
+                "Fn::Transform": {
+                    "Name": "AWS::Include",
+                    "Parameters": {"Location": f"s3://{bucket}/template"},
+                },
+            },
+        }
+        capture_update_process(snapshot, template_1, template_2)
+
+    @markers.aws.validated
+    @pytest.mark.parametrize("include_format", ["yml", "json"])
+    def test_global_fn_transform_include(
+        self, include_format, snapshot, capture_update_process, s3_bucket, aws_client, tmp_path
+    ):
+        name1 = f"name-1-{short_uid()}"
+        snapshot.add_transformer(RegexTransformer(name1, "topic-name-1"))
+
+        bucket = s3_bucket
+        file = tmp_path / "bucket_definition.yml"
+
+        if include_format == "json":
+            template = '{"Outputs":{"ParameterRef":{"Value":{"Ref":"Parameter"}}}} '
+        else:
+            template = """
+            Outputs:
+                ParameterRef:
+                    Value:
+                        Ref: Parameter
+            """
+
+        file.write_text(data=template)
+        aws_client.s3.upload_file(
+            Bucket=bucket,
+            Key="template",
+            Filename=str(file.absolute()),
+        )
+
+        template_1 = {
+            "Resources": {
+                "Parameter": {
+                    "Type": "AWS::SSM::Parameter",
+                    "Properties": {"Name": name1, "Type": "String", "Value": "foo"},
+                },
+            }
+        }
+        template_2 = {
+            "Transform": {
+                "Name": "AWS::Include",
+                "Parameters": {"Location": f"s3://{bucket}/template"},
+            },
+            "Resources": {
+                "Parameter": {
+                    "Type": "AWS::SSM::Parameter",
+                    "Properties": {"Name": name1, "Type": "String", "Value": "foo"},
+                },
+            },
+        }
+        capture_update_process(snapshot, template_1, template_2)
+
+    @markers.aws.validated
+    @markers.snapshot.skip_snapshot_verify(
+        paths=[
+            "$..Changes..ResourceChange.AfterContext.Properties.Body.paths",
+            "$..Changes..ResourceChange.AfterContext.Properties.SourceArn",
+        ]
+    )
+    def test_serverless_fn_transform(
+        self, snapshot, capture_update_process, s3_bucket, aws_client, tmp_path
+    ):
+        name1 = f"name-1-{short_uid()}"
+        snapshot.add_transformer(RegexTransformer(name1, "topic-name-1"))
+
+        template_1 = {
+            "Resources": {
+                "Parameter": {
+                    "Type": "AWS::SSM::Parameter",
+                    "Properties": {"Value": "{Substitution}", "Type": "String", "Name": name1},
+                }
+            }
+        }
+        template_2 = {
+            "Transform": "AWS::Serverless-2016-10-31",
+            "Resources": {
+                "HelloWorldFunction": {
+                    "Type": "AWS::Serverless::Function",
+                    "Properties": {
+                        "Handler": "index.handler",
+                        "Runtime": "nodejs18.x",
+                        "InlineCode": "exports.handler = async (event) => {\n  return {\n    statusCode: 200,\n    body: JSON.stringify({ message: 'Hello from SAM inline function!' })\n  };\n};",
+                        "Events": {
+                            "ApiEvent": {
+                                "Type": "Api",
+                                "Properties": {"Path": "/hello", "Method": "get"},
+                            }
+                        },
+                    },
+                }
+            },
+        }
+        capture_update_process(snapshot, template_1, template_2)
+
+    @markers.aws.validated
+    def test_global_macro_fn_transform(
+        self,
+        snapshot,
+        capture_update_process,
+        create_macro,
+    ):
+        name1 = f"name-1-{short_uid()}"
+        snapshot.add_transformer(RegexTransformer(name1, "name-1"))
+
+        macro_function_path = os.path.join(
+            os.path.dirname(__file__), "../../../templates/macros/replace_string.py"
+        )
+        macro_name = "Substitution"
+        create_macro(macro_name, macro_function_path)
+
+        template_1 = {
+            "Resources": {
+                "Parameter": {
+                    "Type": "AWS::SSM::Parameter",
+                    "Properties": {"Value": "original", "Type": "String", "Name": name1},
+                }
+            }
+        }
+
+        template_2 = {
+            "Parameters": {"Substitution": {"Type": "String", "Default": "SubstitutionDefault"}},
+            "Resources": {
+                "Parameter": {
+                    "Type": "AWS::SSM::Parameter",
+                    "Properties": {"Value": "{Substitution}", "Type": "String", "Name": name1},
+                }
+            },
+            "Transform": {"Name": macro_name},
+        }
+        capture_update_process(snapshot, template_1, template_2)
+
+    @markers.aws.validated
+    def test_embedded_macro_fn_transform(
+        self,
+        snapshot,
+        capture_update_process,
+        create_macro,
+    ):
+        name1 = f"name-1-{short_uid()}"
+        snapshot.add_transformer(RegexTransformer(name1, "name-1"))
+
+        macro_function_path = os.path.join(
+            os.path.dirname(__file__), "../../../templates/macros/add_standard_tags.py"
+        )
+        macro_name = "AddTags"
+        create_macro(macro_name, macro_function_path)
+
+        template_1 = {
+            "Resources": {
+                "Parameter": {
+                    "Type": "AWS::SSM::Parameter",
+                    "Properties": {"Name": name1, "Type": "String", "Value": "foo"},
+                },
+            }
+        }
+
+        template_2 = {
+            "Resources": {
+                "Parameter": {
+                    "Type": "AWS::SSM::Parameter",
+                    "Properties": {
+                        "Name": name1,
+                        "Type": "String",
+                        "Value": "foo",
+                        "Fn::Transform": macro_name,
+                    },
+                }
+            }
+        }
+        capture_update_process(snapshot, template_1, template_2)
+
+    @markers.aws.validated
+    def test_embedded_macro_for_attribute_fn_transform(
+        self,
+        snapshot,
+        capture_update_process,
+        create_macro,
+    ):
+        name1 = f"parameter-{short_uid()}"
+        snapshot.add_transformer(RegexTransformer(name1, "parameter-name"))
+        snapshot.add_transformer(snapshot.transform.key_value("Value", "value"))
+
+        macro_function_path = os.path.join(
+            os.path.dirname(__file__), "../../../templates/macros/return_random_string.py"
+        )
+        macro_name = "GenerateRandom"
+        create_macro(macro_name, macro_function_path)
+
+        template_1 = {
+            "Resources": {
+                "Parameter": {
+                    "Type": "AWS::SSM::Parameter",
+                    "Properties": {"Name": name1, "Type": "String", "Value": "foo"},
+                }
+            }
+        }
+
+        template_2 = {
+            "Parameters": {"Input": {"Type": "String"}},
+            "Resources": {
+                "Parameter": {
+                    "Type": "AWS::SSM::Parameter",
+                    "Properties": {
+                        "Name": name1,
+                        "Type": "String",
+                        "Value": {
+                            "Fn::Transform": {
+                                "Name": "GenerateRandom",
+                                "Parameters": {"Prefix": {"Ref": "Input"}},
+                            }
+                        },
+                    },
+                }
+            },
+        }
+
+        capture_update_process(snapshot, template_1, template_2, p2={"Input": "test"})
+
+    @markers.aws.validated
+    def test_multiple_fn_transform_order(
+        self,
+        snapshot,
+        capture_update_process,
+        create_macro,
+    ):
+        name1 = f"parameter-{short_uid()}"
+        snapshot.add_transformer(RegexTransformer(name1, "parameter-name"))
+        snapshot.add_transformer(snapshot.transform.key_value("Value", "value"))
+
+        macro_function_path = os.path.join(
+            os.path.dirname(__file__), "../../../templates/macros/replace_string.py"
+        )
+        macro_name = "ReplaceString"
+        create_macro(macro_name, macro_function_path)
+
+        template_1 = {
+            "Resources": {
+                "Parameter": {
+                    "Type": "AWS::SSM::Parameter",
+                    "Properties": {"Name": name1, "Type": "String", "Value": "foo"},
+                }
+            }
+        }
+
+        template_2 = {
+            "Resources": {
+                "Parameter": {
+                    "Type": "AWS::SSM::Parameter",
+                    "Properties": {
+                        "Name": name1,
+                        "Value": "<replace-this>",
+                        "Type": "String",
+                        "Fn::Transform": [
+                            {"Name": "ReplaceString", "Parameters": {"Input": "snippet-transform"}},
+                            {
+                                "Name": "ReplaceString",
+                                "Parameters": {"Input": "second-snippet-transform"},
+                            },
+                        ],
+                    },
+                }
+            },
+            "Transform": [
+                {"Name": "ReplaceString", "Parameters": {"Input": "global-transform"}},
+                {"Name": "ReplaceString", "Parameters": {"Input": "second-global-transform"}},
+            ],
+        }
+
+        capture_update_process(snapshot, template_1, template_2)
+
+    @markers.aws.validated
+    @pytest.mark.parametrize("transform", ["true", "false"])
+    def test_conditional_transform(
+        self,
+        transform,
+        snapshot,
+        capture_update_process,
+        create_macro,
+    ):
+        name1 = f"parameter-{short_uid()}"
+        snapshot.add_transformer(RegexTransformer(name1, "parameter-name"))
+        snapshot.add_transformer(snapshot.transform.key_value("Value", "value"))
+
+        macro_function_path = os.path.join(
+            os.path.dirname(__file__), "../../../templates/macros/replace_string.py"
+        )
+        macro_name = "ReplaceString"
+        create_macro(macro_name, macro_function_path)
+
+        template_1 = {
+            "Resources": {
+                "Parameter": {
+                    "Type": "AWS::SSM::Parameter",
+                    "Properties": {"Name": name1, "Type": "String", "Value": "foo"},
+                }
+            }
+        }
+
+        template_2 = {
+            "Parameters": {"Transform": {"Type": "String"}},
+            "Conditions": {"Deploy": {"Fn::Equals": [{"Ref": "Transform"}, "true"]}},
+            "Resources": {
+                "Parameter": {
+                    "Type": "AWS::SSM::Parameter",
+                    "Condition": "Deploy",
+                    "Properties": {
+                        "Name": name1,
+                        "Value": "<replace-this>",
+                        "Type": "String",
+                        "Fn::Transform": [
+                            {"Name": "ReplaceString", "Parameters": {"Input": "snippet-transform"}},
+                        ],
+                    },
+                }
+            },
+        }
+
+        capture_update_process(snapshot, template_1, template_2, p2={"Transform": transform})
+
+    @markers.aws.validated
+    def test_macro_with_intrinsic_function(
+        self,
+        snapshot,
+        capture_update_process,
+        create_macro,
+    ):
+        name1 = f"parameter-{short_uid()}"
+        snapshot.add_transformer(RegexTransformer(name1, "parameter-name"))
+        snapshot.add_transformer(snapshot.transform.key_value("Value", "value"))
+
+        macro_function_path = os.path.join(
+            os.path.dirname(__file__), "../../../templates/macros/replace_string.py"
+        )
+        macro_name = "ReplaceString"
+        create_macro(macro_name, macro_function_path)
+
+        template_1 = {
+            "Resources": {
+                "Parameter": {
+                    "Type": "AWS::SSM::Parameter",
+                    "Properties": {"Name": name1, "Type": "String", "Value": "foo"},
+                }
+            }
+        }
+
+        template_2 = {
+            "Resources": {
+                "Parameter": {
+                    "Type": "AWS::SSM::Parameter",
+                    "Properties": {
+                        "Name": name1,
+                        "Value": "<replace-this>",
+                        "Type": "String",
+                        "Fn::Transform": [
+                            {
+                                "Name": macro_name,
+                                "Parameters": {"Input": {"Fn::Join": ["-", ["test", "string"]]}},
+                            },
+                        ],
+                    },
+                }
+            }
+        }
+
+        capture_update_process(snapshot, template_1, template_2)
+
+    @markers.aws.validated
+    def test_remove_transform_in_update_change_set(
+        self,
+        snapshot,
+        capture_update_process,
+        create_macro,
+    ):
+        name1 = f"parameter-{short_uid()}"
+        snapshot.add_transformer(RegexTransformer(name1, "parameter-name"))
+        snapshot.add_transformer(snapshot.transform.key_value("Value", "value"))
+
+        macro_function_path = os.path.join(
+            os.path.dirname(__file__), "../../../templates/macros/return_random_string.py"
+        )
+        macro_name = "GenerateRandom"
+        create_macro(macro_name, macro_function_path)
+
+        template_1 = {
+            "Parameters": {"Input": {"Type": "String"}},
+            "Resources": {
+                "Parameter": {
+                    "Type": "AWS::SSM::Parameter",
+                    "Properties": {
+                        "Name": name1,
+                        "Type": "String",
+                        "Value": {
+                            "Fn::Transform": {
+                                "Name": "GenerateRandom",
+                            }
+                        },
+                    },
+                }
+            },
+        }
+
+        template_2 = {
+            "Resources": {
+                "Parameter": {
+                    "Type": "AWS::SSM::Parameter",
+                    "Properties": {"Name": name1, "Type": "String", "Value": "foo"},
+                }
+            }
+        }
+
+        capture_update_process(snapshot, template_1, template_2, p1={"Input": "test"})
+
+    @markers.aws.validated
+    def test_update_parameter_transform_in_update_change_set(
+        self,
+        snapshot,
+        capture_update_process,
+        create_macro,
+    ):
+        name1 = f"parameter-{short_uid()}"
+        snapshot.add_transformer(RegexTransformer(name1, "parameter-name"))
+        snapshot.add_transformer(snapshot.transform.key_value("Value", "value"))
+
+        macro_function_path = os.path.join(
+            os.path.dirname(__file__), "../../../templates/macros/return_random_string.py"
+        )
+        macro_name = "GenerateRandom"
+        create_macro(macro_name, macro_function_path)
+
+        template_1 = {
+            "Parameters": {"Input": {"Type": "String"}},
+            "Resources": {
+                "Parameter": {
+                    "Type": "AWS::SSM::Parameter",
+                    "Properties": {
+                        "Name": name1,
+                        "Type": "String",
+                        "Value": {
+                            "Fn::Transform": {
+                                "Name": "GenerateRandom",
+                            }
+                        },
+                    },
+                }
+            },
+        }
+
+        template_2 = {
+            "Parameters": {"Input": {"Type": "String"}},
+            "Resources": {
+                "Parameter": {
+                    "Type": "AWS::SSM::Parameter",
+                    "Properties": {
+                        "Name": name1,
+                        "Type": "String",
+                        "Value": {
+                            "Fn::Transform": {
+                                "Name": "GenerateRandom",
+                            }
+                        },
+                    },
+                }
+            },
+        }
+
+        capture_update_process(
+            snapshot, template_1, template_2, p1={"Input": "test"}, p2={"Input": "test2"}
+        )
diff --git a/tests/aws/services/cloudformation/test_change_set_fn_transform.snapshot.json b/tests/aws/services/cloudformation/test_change_set_fn_transform.snapshot.json
new file mode 100644
index 0000000000000..791db32c02450
--- /dev/null
+++ b/tests/aws/services/cloudformation/test_change_set_fn_transform.snapshot.json
@@ -0,0 +1,6505 @@
+{
+  "tests/aws/services/cloudformation/v2/test_change_set_fn_transform.py::TestChangeSetFnTransform::test_embedded_fn_transform_include[yml]": {
+    "recorded-date": "03-06-2025, 21:29:28",
+    "recorded-content": {
+      "create-change-set-1": {
+        "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-1-prop-values": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "AfterContext": {
+                "Properties": {
+                  "Value": "foo",
+                  "Type": "String",
+                  "Name": "topic-name-1"
+                }
+              },
+              "Details": [],
+              "LogicalResourceId": "Parameter",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-1": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "Details": [],
+              "LogicalResourceId": "Parameter",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "execute-change-set-1": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "post-create-1-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "CreationTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "EnableTerminationProtection": false,
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "CREATE_COMPLETE",
+        "Tags": []
+      },
+      "create-change-set-2": {
+        "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-2-prop-values": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "AfterContext": {
+                "Properties": {
+                  "Value": "foo",
+                  "Type": "String",
+                  "Name": "name-2-bd1e2d36"
+                }
+              },
+              "Details": [],
+              "LogicalResourceId": "Parameter2",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-2": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "Details": [],
+              "LogicalResourceId": "Parameter2",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "execute-change-set-2": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "post-create-2-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "CreationTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "EnableTerminationProtection": false,
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "UPDATE_COMPLETE",
+        "Tags": []
+      },
+      "per-resource-events": {
+        "Parameter": [
+          {
+            "EventId": "Parameter-CREATE_COMPLETE-date",
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "topic-name-1",
+            "ResourceProperties": {
+              "Type": "String",
+              "Value": "foo",
+              "Name": "topic-name-1"
+            },
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "Parameter-CREATE_IN_PROGRESS-date",
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "topic-name-1",
+            "ResourceProperties": {
+              "Type": "String",
+              "Value": "foo",
+              "Name": "topic-name-1"
+            },
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceStatusReason": "Resource creation Initiated",
+            "ResourceType": "AWS::SSM::Parameter",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "Parameter-CREATE_IN_PROGRESS-date",
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "",
+            "ResourceProperties": {
+              "Type": "String",
+              "Value": "foo",
+              "Name": "topic-name-1"
+            },
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          }
+        ],
+        "Parameter2": [
+          {
+            "EventId": "Parameter2-CREATE_COMPLETE-date",
+            "LogicalResourceId": "Parameter2",
+            "PhysicalResourceId": "name-2-bd1e2d36",
+            "ResourceProperties": {
+              "Type": "String",
+              "Value": "foo",
+              "Name": "name-2-bd1e2d36"
+            },
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "Parameter2-CREATE_IN_PROGRESS-date",
+            "LogicalResourceId": "Parameter2",
+            "PhysicalResourceId": "name-2-bd1e2d36",
+            "ResourceProperties": {
+              "Type": "String",
+              "Value": "foo",
+              "Name": "name-2-bd1e2d36"
+            },
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceStatusReason": "Resource creation Initiated",
+            "ResourceType": "AWS::SSM::Parameter",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "Parameter2-CREATE_IN_PROGRESS-date",
+            "LogicalResourceId": "Parameter2",
+            "PhysicalResourceId": "",
+            "ResourceProperties": {
+              "Type": "String",
+              "Value": "foo",
+              "Name": "name-2-bd1e2d36"
+            },
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          }
+        ],
+        "<stack-name:1>": [
+          {
+            "EventId": "<uuid:1>",
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "UPDATE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "<uuid:2>",
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "UPDATE_COMPLETE_CLEANUP_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "<uuid:3>",
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "UPDATE_IN_PROGRESS",
+            "ResourceStatusReason": "User Initiated",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "<uuid:4>",
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "<uuid:5>",
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceStatusReason": "User Initiated",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "<uuid:6>",
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "REVIEW_IN_PROGRESS",
+            "ResourceStatusReason": "User Initiated",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          }
+        ]
+      },
+      "delete-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "CreationTime": "datetime",
+        "DeletionTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "DELETE_COMPLETE",
+        "Tags": []
+      }
+    }
+  },
+  "tests/aws/services/cloudformation/v2/test_change_set_fn_transform.py::TestChangeSetFnTransform::test_embedded_fn_transform_include[json]": {
+    "recorded-date": "03-06-2025, 21:29:58",
+    "recorded-content": {
+      "create-change-set-1": {
+        "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-1-prop-values": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "AfterContext": {
+                "Properties": {
+                  "Value": "foo",
+                  "Type": "String",
+                  "Name": "topic-name-1"
+                }
+              },
+              "Details": [],
+              "LogicalResourceId": "Parameter",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-1": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "Details": [],
+              "LogicalResourceId": "Parameter",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "execute-change-set-1": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "post-create-1-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "CreationTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "EnableTerminationProtection": false,
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "CREATE_COMPLETE",
+        "Tags": []
+      },
+      "create-change-set-2": {
+        "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-2-prop-values": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Modify",
+              "AfterContext": {
+                "Properties": {
+                  "Value": "foo",
+                  "Type": "String",
+                  "Name": "name-2-3e00e97a"
+                }
+              },
+              "BeforeContext": {
+                "Properties": {
+                  "Value": "foo",
+                  "Type": "String",
+                  "Name": "topic-name-1"
+                }
+              },
+              "Details": [
+                {
+                  "ChangeSource": "DirectModification",
+                  "Evaluation": "Static",
+                  "Target": {
+                    "AfterValue": "name-2-3e00e97a",
+                    "Attribute": "Properties",
+                    "AttributeChangeType": "Modify",
+                    "BeforeValue": "topic-name-1",
+                    "Name": "Name",
+                    "Path": "/Properties/Name",
+                    "RequiresRecreation": "Always"
+                  }
+                }
+              ],
+              "LogicalResourceId": "Parameter",
+              "PhysicalResourceId": "topic-name-1",
+              "PolicyAction": "ReplaceAndDelete",
+              "Replacement": "True",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": [
+                "Properties"
+              ]
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-2": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Modify",
+              "Details": [
+                {
+                  "ChangeSource": "DirectModification",
+                  "Evaluation": "Static",
+                  "Target": {
+                    "Attribute": "Properties",
+                    "Name": "Name",
+                    "RequiresRecreation": "Always"
+                  }
+                }
+              ],
+              "LogicalResourceId": "Parameter",
+              "PhysicalResourceId": "topic-name-1",
+              "PolicyAction": "ReplaceAndDelete",
+              "Replacement": "True",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": [
+                "Properties"
+              ]
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "execute-change-set-2": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "post-create-2-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "CreationTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "EnableTerminationProtection": false,
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "UPDATE_COMPLETE",
+        "Tags": []
+      },
+      "per-resource-events": {
+        "Parameter": [
+          {
+            "EventId": "Parameter-5cbf35a2-4a92-4554-a111-1f96269d3814",
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "topic-name-1",
+            "ResourceStatus": "DELETE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "Parameter-06c1c753-8966-4dc1-9a39-cfbe492abedb",
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "topic-name-1",
+            "ResourceStatus": "DELETE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "Parameter-UPDATE_COMPLETE-date",
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "name-2-3e00e97a",
+            "ResourceProperties": {
+              "Type": "String",
+              "Value": "foo",
+              "Name": "name-2-3e00e97a"
+            },
+            "ResourceStatus": "UPDATE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "Parameter-UPDATE_IN_PROGRESS-date",
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "name-2-3e00e97a",
+            "ResourceProperties": {
+              "Type": "String",
+              "Value": "foo",
+              "Name": "name-2-3e00e97a"
+            },
+            "ResourceStatus": "UPDATE_IN_PROGRESS",
+            "ResourceStatusReason": "Resource creation Initiated",
+            "ResourceType": "AWS::SSM::Parameter",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "Parameter-UPDATE_IN_PROGRESS-date",
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "topic-name-1",
+            "ResourceProperties": {
+              "Type": "String",
+              "Value": "foo",
+              "Name": "name-2-3e00e97a"
+            },
+            "ResourceStatus": "UPDATE_IN_PROGRESS",
+            "ResourceStatusReason": "Requested update requires the creation of a new physical resource; hence creating one.",
+            "ResourceType": "AWS::SSM::Parameter",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "Parameter-CREATE_COMPLETE-date",
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "topic-name-1",
+            "ResourceProperties": {
+              "Type": "String",
+              "Value": "foo",
+              "Name": "topic-name-1"
+            },
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "Parameter-CREATE_IN_PROGRESS-date",
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "topic-name-1",
+            "ResourceProperties": {
+              "Type": "String",
+              "Value": "foo",
+              "Name": "topic-name-1"
+            },
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceStatusReason": "Resource creation Initiated",
+            "ResourceType": "AWS::SSM::Parameter",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "Parameter-CREATE_IN_PROGRESS-date",
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "",
+            "ResourceProperties": {
+              "Type": "String",
+              "Value": "foo",
+              "Name": "topic-name-1"
+            },
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          }
+        ],
+        "<stack-name:1>": [
+          {
+            "EventId": "<uuid:1>",
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "UPDATE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "<uuid:2>",
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "UPDATE_COMPLETE_CLEANUP_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "<uuid:3>",
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "UPDATE_IN_PROGRESS",
+            "ResourceStatusReason": "User Initiated",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "<uuid:4>",
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "<uuid:5>",
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceStatusReason": "User Initiated",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "<uuid:6>",
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "REVIEW_IN_PROGRESS",
+            "ResourceStatusReason": "User Initiated",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          }
+        ]
+      },
+      "delete-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "CreationTime": "datetime",
+        "DeletionTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "DELETE_COMPLETE",
+        "Tags": []
+      }
+    }
+  },
+  "tests/aws/services/cloudformation/v2/test_change_set_fn_transform.py::TestChangeSetFnTransform::test_global_fn_transform_include[json]": {
+    "recorded-date": "03-06-2025, 21:30:48",
+    "recorded-content": {
+      "create-change-set-1": {
+        "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-1-prop-values": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "AfterContext": {
+                "Properties": {
+                  "Value": "foo",
+                  "Type": "String",
+                  "Name": "topic-name-1"
+                }
+              },
+              "Details": [],
+              "LogicalResourceId": "Parameter",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-1": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "Details": [],
+              "LogicalResourceId": "Parameter",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "execute-change-set-1": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "post-create-1-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "CreationTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "EnableTerminationProtection": false,
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "CREATE_COMPLETE",
+        "Tags": []
+      },
+      "create-change-set-2": {
+        "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-2-prop-values": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-2": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "execute-change-set-2": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "post-create-2-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "CreationTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "EnableTerminationProtection": false,
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "Outputs": [
+          {
+            "OutputKey": "ParameterRef",
+            "OutputValue": "topic-name-1"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "UPDATE_COMPLETE",
+        "Tags": []
+      },
+      "per-resource-events": {
+        "Parameter": [
+          {
+            "EventId": "Parameter-CREATE_COMPLETE-date",
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "topic-name-1",
+            "ResourceProperties": {
+              "Type": "String",
+              "Value": "foo",
+              "Name": "topic-name-1"
+            },
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "Parameter-CREATE_IN_PROGRESS-date",
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "topic-name-1",
+            "ResourceProperties": {
+              "Type": "String",
+              "Value": "foo",
+              "Name": "topic-name-1"
+            },
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceStatusReason": "Resource creation Initiated",
+            "ResourceType": "AWS::SSM::Parameter",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "Parameter-CREATE_IN_PROGRESS-date",
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "",
+            "ResourceProperties": {
+              "Type": "String",
+              "Value": "foo",
+              "Name": "topic-name-1"
+            },
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          }
+        ],
+        "<stack-name:1>": [
+          {
+            "EventId": "<uuid:1>",
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "UPDATE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "<uuid:2>",
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "UPDATE_COMPLETE_CLEANUP_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "<uuid:3>",
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "UPDATE_IN_PROGRESS",
+            "ResourceStatusReason": "User Initiated",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "<uuid:4>",
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "<uuid:5>",
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceStatusReason": "User Initiated",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "<uuid:6>",
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "REVIEW_IN_PROGRESS",
+            "ResourceStatusReason": "User Initiated",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          }
+        ]
+      },
+      "delete-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "CreationTime": "datetime",
+        "DeletionTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "Outputs": [
+          {
+            "OutputKey": "ParameterRef",
+            "OutputValue": "topic-name-1"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "DELETE_COMPLETE",
+        "Tags": []
+      }
+    }
+  },
+  "tests/aws/services/cloudformation/v2/test_change_set_fn_transform.py::TestChangeSetFnTransform::test_global_fn_transform_include[yml]": {
+    "recorded-date": "03-06-2025, 21:30:23",
+    "recorded-content": {
+      "create-change-set-1": {
+        "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-1-prop-values": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "AfterContext": {
+                "Properties": {
+                  "Value": "foo",
+                  "Type": "String",
+                  "Name": "topic-name-1"
+                }
+              },
+              "Details": [],
+              "LogicalResourceId": "Parameter",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-1": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "Details": [],
+              "LogicalResourceId": "Parameter",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "execute-change-set-1": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "post-create-1-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "CreationTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "EnableTerminationProtection": false,
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "CREATE_COMPLETE",
+        "Tags": []
+      },
+      "create-change-set-2": {
+        "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-2-prop-values": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-2": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "execute-change-set-2": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "post-create-2-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "CreationTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "EnableTerminationProtection": false,
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "Outputs": [
+          {
+            "OutputKey": "ParameterRef",
+            "OutputValue": "topic-name-1"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "UPDATE_COMPLETE",
+        "Tags": []
+      },
+      "per-resource-events": {
+        "Parameter": [
+          {
+            "EventId": "Parameter-CREATE_COMPLETE-date",
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "topic-name-1",
+            "ResourceProperties": {
+              "Type": "String",
+              "Value": "foo",
+              "Name": "topic-name-1"
+            },
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "Parameter-CREATE_IN_PROGRESS-date",
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "topic-name-1",
+            "ResourceProperties": {
+              "Type": "String",
+              "Value": "foo",
+              "Name": "topic-name-1"
+            },
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceStatusReason": "Resource creation Initiated",
+            "ResourceType": "AWS::SSM::Parameter",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "Parameter-CREATE_IN_PROGRESS-date",
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "",
+            "ResourceProperties": {
+              "Type": "String",
+              "Value": "foo",
+              "Name": "topic-name-1"
+            },
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          }
+        ],
+        "<stack-name:1>": [
+          {
+            "EventId": "<uuid:1>",
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "UPDATE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "<uuid:2>",
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "UPDATE_COMPLETE_CLEANUP_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "<uuid:3>",
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "UPDATE_IN_PROGRESS",
+            "ResourceStatusReason": "User Initiated",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "<uuid:4>",
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "<uuid:5>",
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceStatusReason": "User Initiated",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "<uuid:6>",
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "REVIEW_IN_PROGRESS",
+            "ResourceStatusReason": "User Initiated",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          }
+        ]
+      },
+      "delete-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "CreationTime": "datetime",
+        "DeletionTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "Outputs": [
+          {
+            "OutputKey": "ParameterRef",
+            "OutputValue": "topic-name-1"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "DELETE_COMPLETE",
+        "Tags": []
+      }
+    }
+  },
+  "tests/aws/services/cloudformation/v2/test_change_set_fn_transform.py::TestChangeSetFnTransform::test_serverless_fn_transform": {
+    "recorded-date": "03-06-2025, 21:32:10",
+    "recorded-content": {
+      "create-change-set-1": {
+        "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-1-prop-values": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "AfterContext": {
+                "Properties": {
+                  "Value": "{Substitution}",
+                  "Type": "String",
+                  "Name": "topic-name-1"
+                }
+              },
+              "Details": [],
+              "LogicalResourceId": "Parameter",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-1": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "Details": [],
+              "LogicalResourceId": "Parameter",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "execute-change-set-1": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "post-create-1-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "CreationTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "EnableTerminationProtection": false,
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "CREATE_COMPLETE",
+        "Tags": []
+      },
+      "create-change-set-2": {
+        "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-2-prop-values": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "AfterContext": {
+                "Properties": {
+                  "Role": "{{changeSet:KNOWN_AFTER_APPLY}}",
+                  "Handler": "index.handler",
+                  "Runtime": "nodejs18.x",
+                  "Code": {
+                    "ZipFile": "exports.handler = async (event) => {\n  return {\n    statusCode: 200,\n    body: JSON.stringify({ message: 'Hello from SAM inline function!' })\n  };\n};"
+                  },
+                  "Tags": [
+                    {
+                      "Value": "SAM",
+                      "Key": "lambda:createdBy"
+                    }
+                  ]
+                }
+              },
+              "Details": [],
+              "LogicalResourceId": "HelloWorldFunction",
+              "ResourceType": "AWS::Lambda::Function",
+              "Scope": []
+            },
+            "Type": "Resource"
+          },
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "AfterContext": {
+                "Properties": {
+                  "FunctionName": "{{changeSet:KNOWN_AFTER_APPLY}}",
+                  "Action": "lambda:InvokeFunction",
+                  "SourceArn": "{{changeSet:KNOWN_AFTER_APPLY}}",
+                  "Principal": "apigateway.amazonaws.com"
+                }
+              },
+              "Details": [],
+              "LogicalResourceId": "HelloWorldFunctionApiEventPermissionProd",
+              "ResourceType": "AWS::Lambda::Permission",
+              "Scope": []
+            },
+            "Type": "Resource"
+          },
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "AfterContext": {
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+                    "Statement": [
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+                        "Action": [
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+                        "Effect": "Allow",
+                        "Principal": {
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+                            "lambda.amazonaws.com"
+                          ]
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+                      "Value": "SAM",
+                      "Key": "lambda:createdBy"
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+              "LogicalResourceId": "HelloWorldFunctionRole",
+              "ResourceType": "AWS::IAM::Role",
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+              "Action": "Remove",
+              "BeforeContext": {
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+                  "Type": "String",
+                  "Name": "topic-name-1"
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+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
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+            "ResourceChange": {
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+                          "x-amazon-apigateway-integration": {
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+              "ResourceType": "AWS::ApiGateway::RestApi",
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+              "ResourceType": "AWS::ApiGateway::Deployment",
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+                  "DeploymentId": "{{changeSet:KNOWN_AFTER_APPLY}}",
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+          "CAPABILITY_NAMED_IAM",
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+              "LogicalResourceId": "HelloWorldFunctionApiEventPermissionProd",
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+          "HTTPStatusCode": 200
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+            "LogicalResourceId": "HelloWorldFunctionApiEventPermissionProd",
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+                  "Key": "lambda:createdBy"
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+            "LogicalResourceId": "HelloWorldFunctionRole",
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+            "Timestamp": "timestamp"
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+            "LogicalResourceId": "HelloWorldFunctionRole",
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+            "ResourceProperties": {
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+            "LogicalResourceId": "ServerlessRestApiDeployment47fc2d5f9d",
+            "PhysicalResourceId": "5oj1e3",
+            "ResourceProperties": {
+              "Description": "RestApi deployment id: 47fc2d5f9d21ad56f83937abe2779d0e26d7095e",
+              "StageName": "Stage",
+              "RestApiId": "317w2e8pc3"
+            },
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::ApiGateway::Deployment",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "ServerlessRestApiDeployment47fc2d5f9d-CREATE_IN_PROGRESS-date",
+            "LogicalResourceId": "ServerlessRestApiDeployment47fc2d5f9d",
+            "PhysicalResourceId": "5oj1e3",
+            "ResourceProperties": {
+              "Description": "RestApi deployment id: 47fc2d5f9d21ad56f83937abe2779d0e26d7095e",
+              "StageName": "Stage",
+              "RestApiId": "317w2e8pc3"
+            },
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceStatusReason": "Resource creation Initiated",
+            "ResourceType": "AWS::ApiGateway::Deployment",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "ServerlessRestApiDeployment47fc2d5f9d-CREATE_IN_PROGRESS-date",
+            "LogicalResourceId": "ServerlessRestApiDeployment47fc2d5f9d",
+            "PhysicalResourceId": "",
+            "ResourceProperties": {
+              "Description": "RestApi deployment id: 47fc2d5f9d21ad56f83937abe2779d0e26d7095e",
+              "StageName": "Stage",
+              "RestApiId": "317w2e8pc3"
+            },
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceType": "AWS::ApiGateway::Deployment",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          }
+        ],
+        "ServerlessRestApiProdStage": [
+          {
+            "EventId": "ServerlessRestApiProdStage-CREATE_COMPLETE-date",
+            "LogicalResourceId": "ServerlessRestApiProdStage",
+            "PhysicalResourceId": "Prod",
+            "ResourceProperties": {
+              "DeploymentId": "5oj1e3",
+              "StageName": "Prod",
+              "RestApiId": "317w2e8pc3"
+            },
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::ApiGateway::Stage",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "ServerlessRestApiProdStage-CREATE_IN_PROGRESS-date",
+            "LogicalResourceId": "ServerlessRestApiProdStage",
+            "PhysicalResourceId": "Prod",
+            "ResourceProperties": {
+              "DeploymentId": "5oj1e3",
+              "StageName": "Prod",
+              "RestApiId": "317w2e8pc3"
+            },
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceStatusReason": "Resource creation Initiated",
+            "ResourceType": "AWS::ApiGateway::Stage",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "ServerlessRestApiProdStage-CREATE_IN_PROGRESS-date",
+            "LogicalResourceId": "ServerlessRestApiProdStage",
+            "PhysicalResourceId": "",
+            "ResourceProperties": {
+              "DeploymentId": "5oj1e3",
+              "StageName": "Prod",
+              "RestApiId": "317w2e8pc3"
+            },
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceType": "AWS::ApiGateway::Stage",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          }
+        ],
+        "<stack-name:1>": [
+          {
+            "EventId": "<uuid:1>",
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "UPDATE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "<uuid:2>",
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "UPDATE_COMPLETE_CLEANUP_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "<uuid:3>",
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "UPDATE_IN_PROGRESS",
+            "ResourceStatusReason": "User Initiated",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "<uuid:4>",
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "<uuid:5>",
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceStatusReason": "User Initiated",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "<uuid:6>",
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "REVIEW_IN_PROGRESS",
+            "ResourceStatusReason": "User Initiated",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          }
+        ]
+      },
+      "delete-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "CreationTime": "datetime",
+        "DeletionTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "DELETE_COMPLETE",
+        "Tags": []
+      }
+    }
+  },
+  "tests/aws/services/cloudformation/v2/test_change_set_fn_transform.py::TestChangeSetFnTransform::test_global_macro_fn_transform": {
+    "recorded-date": "03-06-2025, 21:42:32",
+    "recorded-content": {
+      "create-change-set-1": {
+        "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-1-prop-values": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "AfterContext": {
+                "Properties": {
+                  "Value": "original",
+                  "Type": "String",
+                  "Name": "name-1"
+                }
+              },
+              "Details": [],
+              "LogicalResourceId": "Parameter",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-1": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "Details": [],
+              "LogicalResourceId": "Parameter",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "execute-change-set-1": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "post-create-1-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "CreationTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "EnableTerminationProtection": false,
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "CREATE_COMPLETE",
+        "Tags": []
+      },
+      "create-change-set-2": {
+        "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-2-prop-values": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Modify",
+              "AfterContext": {
+                "Properties": {
+                  "Value": "{Substitution}",
+                  "Type": "String",
+                  "Name": "name-1"
+                }
+              },
+              "BeforeContext": {
+                "Properties": {
+                  "Value": "original",
+                  "Type": "String",
+                  "Name": "name-1"
+                }
+              },
+              "Details": [
+                {
+                  "ChangeSource": "DirectModification",
+                  "Evaluation": "Static",
+                  "Target": {
+                    "AfterValue": "{Substitution}",
+                    "Attribute": "Properties",
+                    "AttributeChangeType": "Modify",
+                    "BeforeValue": "original",
+                    "Name": "Value",
+                    "Path": "/Properties/Value",
+                    "RequiresRecreation": "Never"
+                  }
+                }
+              ],
+              "LogicalResourceId": "Parameter",
+              "PhysicalResourceId": "name-1",
+              "Replacement": "False",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": [
+                "Properties"
+              ]
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "Substitution",
+            "ParameterValue": "SubstitutionDefault"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-2": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Modify",
+              "Details": [
+                {
+                  "ChangeSource": "DirectModification",
+                  "Evaluation": "Static",
+                  "Target": {
+                    "Attribute": "Properties",
+                    "Name": "Value",
+                    "RequiresRecreation": "Never"
+                  }
+                }
+              ],
+              "LogicalResourceId": "Parameter",
+              "PhysicalResourceId": "name-1",
+              "Replacement": "False",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": [
+                "Properties"
+              ]
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "Substitution",
+            "ParameterValue": "SubstitutionDefault"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "execute-change-set-2": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "post-create-2-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "CreationTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "EnableTerminationProtection": false,
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "Substitution",
+            "ParameterValue": "SubstitutionDefault"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "UPDATE_COMPLETE",
+        "Tags": []
+      },
+      "per-resource-events": {
+        "Parameter": [
+          {
+            "EventId": "Parameter-UPDATE_COMPLETE-date",
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "name-1",
+            "ResourceProperties": {
+              "Type": "String",
+              "Value": "{Substitution}",
+              "Name": "name-1"
+            },
+            "ResourceStatus": "UPDATE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "Parameter-UPDATE_IN_PROGRESS-date",
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "name-1",
+            "ResourceProperties": {
+              "Type": "String",
+              "Value": "{Substitution}",
+              "Name": "name-1"
+            },
+            "ResourceStatus": "UPDATE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "Parameter-CREATE_COMPLETE-date",
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "name-1",
+            "ResourceProperties": {
+              "Type": "String",
+              "Value": "original",
+              "Name": "name-1"
+            },
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "Parameter-CREATE_IN_PROGRESS-date",
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "name-1",
+            "ResourceProperties": {
+              "Type": "String",
+              "Value": "original",
+              "Name": "name-1"
+            },
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceStatusReason": "Resource creation Initiated",
+            "ResourceType": "AWS::SSM::Parameter",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "Parameter-CREATE_IN_PROGRESS-date",
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "",
+            "ResourceProperties": {
+              "Type": "String",
+              "Value": "original",
+              "Name": "name-1"
+            },
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          }
+        ],
+        "<stack-name:1>": [
+          {
+            "EventId": "<uuid:1>",
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "UPDATE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "<uuid:2>",
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "UPDATE_COMPLETE_CLEANUP_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "<uuid:3>",
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "UPDATE_IN_PROGRESS",
+            "ResourceStatusReason": "User Initiated",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "<uuid:4>",
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "<uuid:5>",
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceStatusReason": "User Initiated",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "<uuid:6>",
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "REVIEW_IN_PROGRESS",
+            "ResourceStatusReason": "User Initiated",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          }
+        ]
+      },
+      "delete-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "CreationTime": "datetime",
+        "DeletionTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "Substitution",
+            "ParameterValue": "SubstitutionDefault"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "DELETE_COMPLETE",
+        "Tags": []
+      }
+    }
+  },
+  "tests/aws/services/cloudformation/v2/test_change_set_fn_transform.py::TestChangeSetFnTransform::test_embedded_macro_fn_transform": {
+    "recorded-date": "03-06-2025, 21:51:11",
+    "recorded-content": {
+      "create-change-set-1": {
+        "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-1-prop-values": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "AfterContext": {
+                "Properties": {
+                  "Value": "foo",
+                  "Type": "String",
+                  "Name": "name-1"
+                }
+              },
+              "Details": [],
+              "LogicalResourceId": "Parameter",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-1": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "Details": [],
+              "LogicalResourceId": "Parameter",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "execute-change-set-1": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "post-create-1-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "CreationTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "EnableTerminationProtection": false,
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "CREATE_COMPLETE",
+        "Tags": []
+      },
+      "create-change-set-2": {
+        "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-2-prop-values": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Modify",
+              "AfterContext": {
+                "Properties": {
+                  "Value": "foo",
+                  "Type": "String",
+                  "Tags": {
+                    "MacroAdded": "True"
+                  },
+                  "Name": "name-1"
+                }
+              },
+              "BeforeContext": {
+                "Properties": {
+                  "Value": "foo",
+                  "Type": "String",
+                  "Name": "name-1"
+                }
+              },
+              "Details": [
+                {
+                  "ChangeSource": "DirectModification",
+                  "Evaluation": "Static",
+                  "Target": {
+                    "AfterValue": {
+                      "MacroAdded": "True"
+                    },
+                    "Attribute": "Properties",
+                    "AttributeChangeType": "Add",
+                    "Name": "Tags",
+                    "Path": "/Properties/Tags",
+                    "RequiresRecreation": "Never"
+                  }
+                }
+              ],
+              "LogicalResourceId": "Parameter",
+              "PhysicalResourceId": "name-1",
+              "Replacement": "False",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": [
+                "Properties"
+              ]
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-2": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Modify",
+              "Details": [
+                {
+                  "ChangeSource": "DirectModification",
+                  "Evaluation": "Static",
+                  "Target": {
+                    "Attribute": "Properties",
+                    "Name": "Tags",
+                    "RequiresRecreation": "Never"
+                  }
+                }
+              ],
+              "LogicalResourceId": "Parameter",
+              "PhysicalResourceId": "name-1",
+              "Replacement": "False",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": [
+                "Properties"
+              ]
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "execute-change-set-2": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "post-create-2-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "CreationTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "EnableTerminationProtection": false,
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "UPDATE_COMPLETE",
+        "Tags": []
+      },
+      "per-resource-events": {
+        "Parameter": [
+          {
+            "EventId": "Parameter-UPDATE_COMPLETE-date",
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "name-1",
+            "ResourceProperties": {
+              "Type": "String",
+              "Value": "foo",
+              "Tags": {
+                "MacroAdded": "True"
+              },
+              "Name": "name-1"
+            },
+            "ResourceStatus": "UPDATE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "Parameter-UPDATE_IN_PROGRESS-date",
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "name-1",
+            "ResourceProperties": {
+              "Type": "String",
+              "Value": "foo",
+              "Tags": {
+                "MacroAdded": "True"
+              },
+              "Name": "name-1"
+            },
+            "ResourceStatus": "UPDATE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "Parameter-CREATE_COMPLETE-date",
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "name-1",
+            "ResourceProperties": {
+              "Type": "String",
+              "Value": "foo",
+              "Name": "name-1"
+            },
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "Parameter-CREATE_IN_PROGRESS-date",
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "name-1",
+            "ResourceProperties": {
+              "Type": "String",
+              "Value": "foo",
+              "Name": "name-1"
+            },
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceStatusReason": "Resource creation Initiated",
+            "ResourceType": "AWS::SSM::Parameter",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "Parameter-CREATE_IN_PROGRESS-date",
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "",
+            "ResourceProperties": {
+              "Type": "String",
+              "Value": "foo",
+              "Name": "name-1"
+            },
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          }
+        ],
+        "<stack-name:1>": [
+          {
+            "EventId": "<uuid:1>",
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "UPDATE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "<uuid:2>",
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "UPDATE_COMPLETE_CLEANUP_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "<uuid:3>",
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "UPDATE_IN_PROGRESS",
+            "ResourceStatusReason": "User Initiated",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "<uuid:4>",
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "<uuid:5>",
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceStatusReason": "User Initiated",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "<uuid:6>",
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "REVIEW_IN_PROGRESS",
+            "ResourceStatusReason": "User Initiated",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          }
+        ]
+      },
+      "delete-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "CreationTime": "datetime",
+        "DeletionTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "DELETE_COMPLETE",
+        "Tags": []
+      }
+    }
+  },
+  "tests/aws/services/cloudformation/v2/test_change_set_fn_transform.py::TestChangeSetFnTransform::test_embedded_macro_for_attribute_fn_transform": {
+    "recorded-date": "03-06-2025, 21:34:07",
+    "recorded-content": {
+      "create-change-set-1": {
+        "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-1-prop-values": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "AfterContext": {
+                "Properties": {
+                  "Value": "<value:1>",
+                  "Type": "String",
+                  "Name": "parameter-name"
+                }
+              },
+              "Details": [],
+              "LogicalResourceId": "Parameter",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-1": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "Details": [],
+              "LogicalResourceId": "Parameter",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "execute-change-set-1": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "post-create-1-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "CreationTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "EnableTerminationProtection": false,
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "CREATE_COMPLETE",
+        "Tags": []
+      },
+      "create-change-set-2": {
+        "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-2-prop-values": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Modify",
+              "AfterContext": {
+                "Properties": {
+                  "Value": "<value:2>",
+                  "Type": "String",
+                  "Name": "parameter-name"
+                }
+              },
+              "BeforeContext": {
+                "Properties": {
+                  "Value": "<value:1>",
+                  "Type": "String",
+                  "Name": "parameter-name"
+                }
+              },
+              "Details": [
+                {
+                  "ChangeSource": "DirectModification",
+                  "Evaluation": "Static",
+                  "Target": {
+                    "AfterValue": "<value:2>",
+                    "Attribute": "Properties",
+                    "AttributeChangeType": "Modify",
+                    "BeforeValue": "<value:1>",
+                    "Name": "Value",
+                    "Path": "/Properties/Value",
+                    "RequiresRecreation": "Never"
+                  }
+                }
+              ],
+              "LogicalResourceId": "Parameter",
+              "PhysicalResourceId": "parameter-name",
+              "Replacement": "False",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": [
+                "Properties"
+              ]
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "Input",
+            "ParameterValue": "test"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-2": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Modify",
+              "Details": [
+                {
+                  "ChangeSource": "DirectModification",
+                  "Evaluation": "Static",
+                  "Target": {
+                    "Attribute": "Properties",
+                    "Name": "Value",
+                    "RequiresRecreation": "Never"
+                  }
+                }
+              ],
+              "LogicalResourceId": "Parameter",
+              "PhysicalResourceId": "parameter-name",
+              "Replacement": "False",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": [
+                "Properties"
+              ]
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "Input",
+            "ParameterValue": "test"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "execute-change-set-2": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "post-create-2-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "CreationTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "EnableTerminationProtection": false,
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "Input",
+            "ParameterValue": "test"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "UPDATE_COMPLETE",
+        "Tags": []
+      },
+      "per-resource-events": {
+        "Parameter": [
+          {
+            "EventId": "Parameter-UPDATE_COMPLETE-date",
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "parameter-name",
+            "ResourceProperties": {
+              "Type": "String",
+              "Value": "<value:2>",
+              "Name": "parameter-name"
+            },
+            "ResourceStatus": "UPDATE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "Parameter-UPDATE_IN_PROGRESS-date",
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "parameter-name",
+            "ResourceProperties": {
+              "Type": "String",
+              "Value": "<value:2>",
+              "Name": "parameter-name"
+            },
+            "ResourceStatus": "UPDATE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "Parameter-CREATE_COMPLETE-date",
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "parameter-name",
+            "ResourceProperties": {
+              "Type": "String",
+              "Value": "<value:1>",
+              "Name": "parameter-name"
+            },
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "Parameter-CREATE_IN_PROGRESS-date",
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "parameter-name",
+            "ResourceProperties": {
+              "Type": "String",
+              "Value": "<value:1>",
+              "Name": "parameter-name"
+            },
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceStatusReason": "Resource creation Initiated",
+            "ResourceType": "AWS::SSM::Parameter",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "Parameter-CREATE_IN_PROGRESS-date",
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "",
+            "ResourceProperties": {
+              "Type": "String",
+              "Value": "<value:1>",
+              "Name": "parameter-name"
+            },
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          }
+        ],
+        "<stack-name:1>": [
+          {
+            "EventId": "<uuid:1>",
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "UPDATE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "<uuid:2>",
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "UPDATE_COMPLETE_CLEANUP_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "<uuid:3>",
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "UPDATE_IN_PROGRESS",
+            "ResourceStatusReason": "User Initiated",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "<uuid:4>",
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "<uuid:5>",
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceStatusReason": "User Initiated",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "<uuid:6>",
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "REVIEW_IN_PROGRESS",
+            "ResourceStatusReason": "User Initiated",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          }
+        ]
+      },
+      "delete-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "CreationTime": "datetime",
+        "DeletionTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "Input",
+            "ParameterValue": "test"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "DELETE_COMPLETE",
+        "Tags": []
+      }
+    }
+  },
+  "tests/aws/services/cloudformation/v2/test_change_set_fn_transform.py::TestChangeSetFnTransform::test_multiple_fn_transform_order": {
+    "recorded-date": "03-06-2025, 21:34:52",
+    "recorded-content": {
+      "create-change-set-1": {
+        "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-1-prop-values": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "AfterContext": {
+                "Properties": {
+                  "Value": "<value:1>",
+                  "Type": "String",
+                  "Name": "parameter-name"
+                }
+              },
+              "Details": [],
+              "LogicalResourceId": "Parameter",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-1": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "Details": [],
+              "LogicalResourceId": "Parameter",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "execute-change-set-1": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "post-create-1-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "CreationTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "EnableTerminationProtection": false,
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "CREATE_COMPLETE",
+        "Tags": []
+      },
+      "create-change-set-2": {
+        "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-2-prop-values": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Modify",
+              "AfterContext": {
+                "Properties": {
+                  "Value": "<value:2>",
+                  "Type": "String",
+                  "Name": "parameter-name"
+                }
+              },
+              "BeforeContext": {
+                "Properties": {
+                  "Value": "<value:1>",
+                  "Type": "String",
+                  "Name": "parameter-name"
+                }
+              },
+              "Details": [
+                {
+                  "ChangeSource": "DirectModification",
+                  "Evaluation": "Static",
+                  "Target": {
+                    "AfterValue": "<value:2>",
+                    "Attribute": "Properties",
+                    "AttributeChangeType": "Modify",
+                    "BeforeValue": "<value:1>",
+                    "Name": "Value",
+                    "Path": "/Properties/Value",
+                    "RequiresRecreation": "Never"
+                  }
+                }
+              ],
+              "LogicalResourceId": "Parameter",
+              "PhysicalResourceId": "parameter-name",
+              "Replacement": "False",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": [
+                "Properties"
+              ]
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-2": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Modify",
+              "Details": [
+                {
+                  "ChangeSource": "DirectModification",
+                  "Evaluation": "Static",
+                  "Target": {
+                    "Attribute": "Properties",
+                    "Name": "Value",
+                    "RequiresRecreation": "Never"
+                  }
+                }
+              ],
+              "LogicalResourceId": "Parameter",
+              "PhysicalResourceId": "parameter-name",
+              "Replacement": "False",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": [
+                "Properties"
+              ]
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "execute-change-set-2": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "post-create-2-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "CreationTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "EnableTerminationProtection": false,
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "UPDATE_COMPLETE",
+        "Tags": []
+      },
+      "per-resource-events": {
+        "Parameter": [
+          {
+            "EventId": "Parameter-UPDATE_COMPLETE-date",
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "parameter-name",
+            "ResourceProperties": {
+              "Type": "String",
+              "Value": "<value:2>",
+              "Name": "parameter-name"
+            },
+            "ResourceStatus": "UPDATE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "Parameter-UPDATE_IN_PROGRESS-date",
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "parameter-name",
+            "ResourceProperties": {
+              "Type": "String",
+              "Value": "<value:2>",
+              "Name": "parameter-name"
+            },
+            "ResourceStatus": "UPDATE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "Parameter-CREATE_COMPLETE-date",
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "parameter-name",
+            "ResourceProperties": {
+              "Type": "String",
+              "Value": "<value:1>",
+              "Name": "parameter-name"
+            },
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "Parameter-CREATE_IN_PROGRESS-date",
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "parameter-name",
+            "ResourceProperties": {
+              "Type": "String",
+              "Value": "<value:1>",
+              "Name": "parameter-name"
+            },
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceStatusReason": "Resource creation Initiated",
+            "ResourceType": "AWS::SSM::Parameter",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "Parameter-CREATE_IN_PROGRESS-date",
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "",
+            "ResourceProperties": {
+              "Type": "String",
+              "Value": "<value:1>",
+              "Name": "parameter-name"
+            },
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          }
+        ],
+        "<stack-name:1>": [
+          {
+            "EventId": "<uuid:1>",
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "UPDATE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "<uuid:2>",
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "UPDATE_COMPLETE_CLEANUP_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "<uuid:3>",
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "UPDATE_IN_PROGRESS",
+            "ResourceStatusReason": "User Initiated",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "<uuid:4>",
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "<uuid:5>",
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceStatusReason": "User Initiated",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "EventId": "<uuid:6>",
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "REVIEW_IN_PROGRESS",
+            "ResourceStatusReason": "User Initiated",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          }
+        ]
+      },
+      "delete-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "CreationTime": "datetime",
+        "DeletionTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "DELETE_COMPLETE",
+        "Tags": []
+      }
+    }
+  },
+  "tests/aws/services/cloudformation/v2/test_change_set_fn_transform.py::TestChangeSetFnTransform::test_conditional_transform": {
+    "recorded-date": "20-06-2025, 21:12:31",
+    "recorded-content": {
+      "create-change-set-1": {
+        "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-1-prop-values": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "AfterContext": {
+                "Properties": {
+                  "Value": "<value:1>",
+                  "Type": "String",
+                  "Name": "parameter-name"
+                }
+              },
+              "Details": [],
+              "LogicalResourceId": "Parameter",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-1": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "Details": [],
+              "LogicalResourceId": "Parameter",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "execute-change-set-1": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "post-create-1-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "CreationTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "EnableTerminationProtection": false,
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "CREATE_COMPLETE",
+        "Tags": []
+      },
+      "create-change-set-2": {
+        "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-2-prop-values": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Modify",
+              "AfterContext": {
+                "Properties": {
+                  "Value": "<value:2>",
+                  "Type": "String",
+                  "Name": "parameter-name"
+                }
+              },
+              "BeforeContext": {
+                "Properties": {
+                  "Value": "<value:1>",
+                  "Type": "String",
+                  "Name": "parameter-name"
+                }
+              },
+              "Details": [
+                {
+                  "ChangeSource": "DirectModification",
+                  "Evaluation": "Static",
+                  "Target": {
+                    "AfterValue": "<value:2>",
+                    "Attribute": "Properties",
+                    "AttributeChangeType": "Modify",
+                    "BeforeValue": "<value:1>",
+                    "Name": "Value",
+                    "Path": "/Properties/Value",
+                    "RequiresRecreation": "Never"
+                  }
+                }
+              ],
+              "LogicalResourceId": "Parameter",
+              "PhysicalResourceId": "parameter-name",
+              "Replacement": "False",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": [
+                "Properties"
+              ]
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "Transform",
+            "ParameterValue": "true"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-2": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Modify",
+              "Details": [
+                {
+                  "ChangeSource": "DirectModification",
+                  "Evaluation": "Static",
+                  "Target": {
+                    "Attribute": "Properties",
+                    "Name": "Value",
+                    "RequiresRecreation": "Never"
+                  }
+                }
+              ],
+              "LogicalResourceId": "Parameter",
+              "PhysicalResourceId": "parameter-name",
+              "Replacement": "False",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": [
+                "Properties"
+              ]
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "Transform",
+            "ParameterValue": "true"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "execute-change-set-2": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "post-create-2-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "CreationTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "EnableTerminationProtection": false,
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "Transform",
+            "ParameterValue": "true"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "UPDATE_COMPLETE",
+        "Tags": []
+      },
+      "delete-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "CreationTime": "datetime",
+        "DeletionTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "Transform",
+            "ParameterValue": "true"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "DELETE_COMPLETE",
+        "Tags": []
+      },
+      "per-resource-events": {
+        "Parameter": [
+          {
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "",
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "parameter-name",
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "parameter-name",
+            "ResourceStatus": "UPDATE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "parameter-name",
+            "ResourceStatus": "UPDATE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          }
+        ],
+        "Stack": [
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "REVIEW_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "UPDATE_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "UPDATE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          }
+        ]
+      }
+    }
+  },
+  "tests/aws/services/cloudformation/v2/test_change_set_fn_transform.py::TestChangeSetFnTransform::test_conditional_transform[true]": {
+    "recorded-date": "20-06-2025, 21:15:45",
+    "recorded-content": {
+      "create-change-set-1": {
+        "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-1-prop-values": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "AfterContext": {
+                "Properties": {
+                  "Value": "<value:1>",
+                  "Type": "String",
+                  "Name": "parameter-name"
+                }
+              },
+              "Details": [],
+              "LogicalResourceId": "Parameter",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-1": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "Details": [],
+              "LogicalResourceId": "Parameter",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "execute-change-set-1": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "post-create-1-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "CreationTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "EnableTerminationProtection": false,
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "CREATE_COMPLETE",
+        "Tags": []
+      },
+      "create-change-set-2": {
+        "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-2-prop-values": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Modify",
+              "AfterContext": {
+                "Properties": {
+                  "Value": "<value:2>",
+                  "Type": "String",
+                  "Name": "parameter-name"
+                }
+              },
+              "BeforeContext": {
+                "Properties": {
+                  "Value": "<value:1>",
+                  "Type": "String",
+                  "Name": "parameter-name"
+                }
+              },
+              "Details": [
+                {
+                  "ChangeSource": "DirectModification",
+                  "Evaluation": "Static",
+                  "Target": {
+                    "AfterValue": "<value:2>",
+                    "Attribute": "Properties",
+                    "AttributeChangeType": "Modify",
+                    "BeforeValue": "<value:1>",
+                    "Name": "Value",
+                    "Path": "/Properties/Value",
+                    "RequiresRecreation": "Never"
+                  }
+                }
+              ],
+              "LogicalResourceId": "Parameter",
+              "PhysicalResourceId": "parameter-name",
+              "Replacement": "False",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": [
+                "Properties"
+              ]
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "Transform",
+            "ParameterValue": "true"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-2": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Modify",
+              "Details": [
+                {
+                  "ChangeSource": "DirectModification",
+                  "Evaluation": "Static",
+                  "Target": {
+                    "Attribute": "Properties",
+                    "Name": "Value",
+                    "RequiresRecreation": "Never"
+                  }
+                }
+              ],
+              "LogicalResourceId": "Parameter",
+              "PhysicalResourceId": "parameter-name",
+              "Replacement": "False",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": [
+                "Properties"
+              ]
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "Transform",
+            "ParameterValue": "true"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "execute-change-set-2": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "post-create-2-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "CreationTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "EnableTerminationProtection": false,
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "Transform",
+            "ParameterValue": "true"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "UPDATE_COMPLETE",
+        "Tags": []
+      },
+      "delete-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "CreationTime": "datetime",
+        "DeletionTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "Transform",
+            "ParameterValue": "true"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "DELETE_COMPLETE",
+        "Tags": []
+      },
+      "per-resource-events": {
+        "Parameter": [
+          {
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "",
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "parameter-name",
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "parameter-name",
+            "ResourceStatus": "UPDATE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "parameter-name",
+            "ResourceStatus": "UPDATE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          }
+        ],
+        "Stack": [
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "REVIEW_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "UPDATE_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "UPDATE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          }
+        ]
+      }
+    }
+  },
+  "tests/aws/services/cloudformation/v2/test_change_set_fn_transform.py::TestChangeSetFnTransform::test_conditional_transform[false]": {
+    "recorded-date": "20-06-2025, 21:16:29",
+    "recorded-content": {
+      "create-change-set-1": {
+        "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-1-prop-values": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "AfterContext": {
+                "Properties": {
+                  "Value": "<value:1>",
+                  "Type": "String",
+                  "Name": "parameter-name"
+                }
+              },
+              "Details": [],
+              "LogicalResourceId": "Parameter",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-1": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "Details": [],
+              "LogicalResourceId": "Parameter",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "execute-change-set-1": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "post-create-1-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "CreationTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "EnableTerminationProtection": false,
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "CREATE_COMPLETE",
+        "Tags": []
+      },
+      "create-change-set-2": {
+        "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-2-prop-values": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Remove",
+              "BeforeContext": {
+                "Properties": {
+                  "Value": "<value:1>",
+                  "Type": "String",
+                  "Name": "parameter-name"
+                }
+              },
+              "Details": [],
+              "LogicalResourceId": "Parameter",
+              "PhysicalResourceId": "parameter-name",
+              "PolicyAction": "Delete",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "Transform",
+            "ParameterValue": "false"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-2": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Remove",
+              "Details": [],
+              "LogicalResourceId": "Parameter",
+              "PhysicalResourceId": "parameter-name",
+              "PolicyAction": "Delete",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "Transform",
+            "ParameterValue": "false"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "execute-change-set-2": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "post-create-2-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "CreationTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "EnableTerminationProtection": false,
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "Transform",
+            "ParameterValue": "false"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "UPDATE_COMPLETE",
+        "Tags": []
+      },
+      "delete-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "CreationTime": "datetime",
+        "DeletionTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "Transform",
+            "ParameterValue": "false"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "DELETE_COMPLETE",
+        "Tags": []
+      },
+      "per-resource-events": {
+        "Parameter": [
+          {
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "",
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "parameter-name",
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          }
+        ],
+        "Stack": [
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "REVIEW_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "UPDATE_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "UPDATE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          }
+        ]
+      }
+    }
+  },
+  "tests/aws/services/cloudformation/v2/test_change_set_fn_transform.py::TestChangeSetFnTransform::test_macro_with_intrinsic_function": {
+    "recorded-date": "20-06-2025, 22:19:25",
+    "recorded-content": {
+      "create-change-set-1": {
+        "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-1-prop-values": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "AfterContext": {
+                "Properties": {
+                  "Value": "<value:1>",
+                  "Type": "String",
+                  "Name": "parameter-name"
+                }
+              },
+              "Details": [],
+              "LogicalResourceId": "Parameter",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-1": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "Details": [],
+              "LogicalResourceId": "Parameter",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "execute-change-set-1": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "post-create-1-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "CreationTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "EnableTerminationProtection": false,
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "CREATE_COMPLETE",
+        "Tags": []
+      },
+      "create-change-set-2": {
+        "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-2-prop-values": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Modify",
+              "AfterContext": {
+                "Properties": {
+                  "Value": "<value:2>",
+                  "Type": "String",
+                  "Name": "parameter-name"
+                }
+              },
+              "BeforeContext": {
+                "Properties": {
+                  "Value": "<value:1>",
+                  "Type": "String",
+                  "Name": "parameter-name"
+                }
+              },
+              "Details": [
+                {
+                  "ChangeSource": "DirectModification",
+                  "Evaluation": "Static",
+                  "Target": {
+                    "AfterValue": "<value:2>",
+                    "Attribute": "Properties",
+                    "AttributeChangeType": "Modify",
+                    "BeforeValue": "<value:1>",
+                    "Name": "Value",
+                    "Path": "/Properties/Value",
+                    "RequiresRecreation": "Never"
+                  }
+                }
+              ],
+              "LogicalResourceId": "Parameter",
+              "PhysicalResourceId": "parameter-name",
+              "Replacement": "False",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": [
+                "Properties"
+              ]
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-2": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Modify",
+              "Details": [
+                {
+                  "ChangeSource": "DirectModification",
+                  "Evaluation": "Static",
+                  "Target": {
+                    "Attribute": "Properties",
+                    "Name": "Value",
+                    "RequiresRecreation": "Never"
+                  }
+                }
+              ],
+              "LogicalResourceId": "Parameter",
+              "PhysicalResourceId": "parameter-name",
+              "Replacement": "False",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": [
+                "Properties"
+              ]
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "execute-change-set-2": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "post-create-2-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "CreationTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "EnableTerminationProtection": false,
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "UPDATE_COMPLETE",
+        "Tags": []
+      },
+      "delete-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "CreationTime": "datetime",
+        "DeletionTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "DELETE_COMPLETE",
+        "Tags": []
+      },
+      "per-resource-events": {
+        "Parameter": [
+          {
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "",
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "parameter-name",
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "parameter-name",
+            "ResourceStatus": "UPDATE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "parameter-name",
+            "ResourceStatus": "UPDATE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          }
+        ],
+        "Stack": [
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "REVIEW_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "UPDATE_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "UPDATE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          }
+        ]
+      }
+    }
+  },
+  "tests/aws/services/cloudformation/v2/test_change_set_fn_transform.py::TestChangeSetFnTransform::test_remove_transform_in_update_change_set": {
+    "recorded-date": "31-07-2025, 21:36:49",
+    "recorded-content": {
+      "create-change-set-1": {
+        "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-1-prop-values": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "AfterContext": {
+                "Properties": {
+                  "Value": "<value:1>",
+                  "Type": "String",
+                  "Name": "parameter-name"
+                }
+              },
+              "Details": [],
+              "LogicalResourceId": "Parameter",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "Input",
+            "ParameterValue": "test"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-1": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "Details": [],
+              "LogicalResourceId": "Parameter",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "Input",
+            "ParameterValue": "test"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "execute-change-set-1": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "post-create-1-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "CreationTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "EnableTerminationProtection": false,
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "Input",
+            "ParameterValue": "test"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "CREATE_COMPLETE",
+        "Tags": []
+      },
+      "create-change-set-2": {
+        "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-2-prop-values": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Modify",
+              "AfterContext": {
+                "Properties": {
+                  "Value": "<value:2>",
+                  "Type": "String",
+                  "Name": "parameter-name"
+                }
+              },
+              "BeforeContext": {
+                "Properties": {
+                  "Value": "<value:1>",
+                  "Type": "String",
+                  "Name": "parameter-name"
+                }
+              },
+              "Details": [
+                {
+                  "ChangeSource": "DirectModification",
+                  "Evaluation": "Static",
+                  "Target": {
+                    "AfterValue": "<value:2>",
+                    "Attribute": "Properties",
+                    "AttributeChangeType": "Modify",
+                    "BeforeValue": "<value:1>",
+                    "Name": "Value",
+                    "Path": "/Properties/Value",
+                    "RequiresRecreation": "Never"
+                  }
+                }
+              ],
+              "LogicalResourceId": "Parameter",
+              "PhysicalResourceId": "parameter-name",
+              "Replacement": "False",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": [
+                "Properties"
+              ]
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-2": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Modify",
+              "Details": [
+                {
+                  "ChangeSource": "DirectModification",
+                  "Evaluation": "Static",
+                  "Target": {
+                    "Attribute": "Properties",
+                    "Name": "Value",
+                    "RequiresRecreation": "Never"
+                  }
+                }
+              ],
+              "LogicalResourceId": "Parameter",
+              "PhysicalResourceId": "parameter-name",
+              "Replacement": "False",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": [
+                "Properties"
+              ]
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "execute-change-set-2": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "post-create-2-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "CreationTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "EnableTerminationProtection": false,
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "UPDATE_COMPLETE",
+        "Tags": []
+      },
+      "delete-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "CreationTime": "datetime",
+        "DeletionTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "DELETE_COMPLETE",
+        "Tags": []
+      },
+      "per-resource-events": {
+        "Parameter": [
+          {
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "",
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "parameter-name",
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "parameter-name",
+            "ResourceStatus": "UPDATE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "parameter-name",
+            "ResourceStatus": "UPDATE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          }
+        ],
+        "Stack": [
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "REVIEW_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "UPDATE_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "UPDATE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          }
+        ]
+      }
+    }
+  },
+  "tests/aws/services/cloudformation/v2/test_change_set_fn_transform.py::TestChangeSetFnTransform::test_update_parameter_transform_in_update_change_set": {
+    "recorded-date": "31-07-2025, 21:38:55",
+    "recorded-content": {
+      "create-change-set-1": {
+        "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-1-prop-values": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "AfterContext": {
+                "Properties": {
+                  "Value": "<value:1>",
+                  "Type": "String",
+                  "Name": "parameter-name"
+                }
+              },
+              "Details": [],
+              "LogicalResourceId": "Parameter",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "Input",
+            "ParameterValue": "test"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-1": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "Details": [],
+              "LogicalResourceId": "Parameter",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "Input",
+            "ParameterValue": "test"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "execute-change-set-1": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "post-create-1-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "CreationTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "EnableTerminationProtection": false,
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "Input",
+            "ParameterValue": "test"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "CREATE_COMPLETE",
+        "Tags": []
+      },
+      "create-change-set-2": {
+        "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-2-prop-values": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Modify",
+              "AfterContext": {
+                "Properties": {
+                  "Value": "<value:2>",
+                  "Type": "String",
+                  "Name": "parameter-name"
+                }
+              },
+              "BeforeContext": {
+                "Properties": {
+                  "Value": "<value:1>",
+                  "Type": "String",
+                  "Name": "parameter-name"
+                }
+              },
+              "Details": [
+                {
+                  "ChangeSource": "DirectModification",
+                  "Evaluation": "Static",
+                  "Target": {
+                    "AfterValue": "<value:2>",
+                    "Attribute": "Properties",
+                    "AttributeChangeType": "Modify",
+                    "BeforeValue": "<value:1>",
+                    "Name": "Value",
+                    "Path": "/Properties/Value",
+                    "RequiresRecreation": "Never"
+                  }
+                }
+              ],
+              "LogicalResourceId": "Parameter",
+              "PhysicalResourceId": "parameter-name",
+              "Replacement": "False",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": [
+                "Properties"
+              ]
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "Input",
+            "ParameterValue": "test2"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-2": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Modify",
+              "Details": [
+                {
+                  "ChangeSource": "DirectModification",
+                  "Evaluation": "Static",
+                  "Target": {
+                    "Attribute": "Properties",
+                    "Name": "Value",
+                    "RequiresRecreation": "Never"
+                  }
+                }
+              ],
+              "LogicalResourceId": "Parameter",
+              "PhysicalResourceId": "parameter-name",
+              "Replacement": "False",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": [
+                "Properties"
+              ]
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "Input",
+            "ParameterValue": "test2"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "execute-change-set-2": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "post-create-2-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "CreationTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "EnableTerminationProtection": false,
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "Input",
+            "ParameterValue": "test2"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "UPDATE_COMPLETE",
+        "Tags": []
+      },
+      "delete-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "CreationTime": "datetime",
+        "DeletionTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "Input",
+            "ParameterValue": "test2"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "DELETE_COMPLETE",
+        "Tags": []
+      },
+      "per-resource-events": {
+        "Parameter": [
+          {
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "",
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "parameter-name",
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "parameter-name",
+            "ResourceStatus": "UPDATE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "parameter-name",
+            "ResourceStatus": "UPDATE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          }
+        ],
+        "Stack": [
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "REVIEW_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "UPDATE_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "UPDATE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          }
+        ]
+      }
+    }
+  }
+}
diff --git a/tests/aws/services/cloudformation/test_change_set_fn_transform.validation.json b/tests/aws/services/cloudformation/test_change_set_fn_transform.validation.json
new file mode 100644
index 0000000000000..16122b91de118
--- /dev/null
+++ b/tests/aws/services/cloudformation/test_change_set_fn_transform.validation.json
@@ -0,0 +1,137 @@
+{
+  "tests/aws/services/cloudformation/v2/test_change_set_fn_transform.py::TestChangeSetFnTransform::test_conditional_transform": {
+    "last_validated_date": "2025-06-20T21:12:32+00:00",
+    "durations_in_seconds": {
+      "setup": 10.79,
+      "call": 35.71,
+      "teardown": 5.56,
+      "total": 52.06
+    }
+  },
+  "tests/aws/services/cloudformation/v2/test_change_set_fn_transform.py::TestChangeSetFnTransform::test_conditional_transform[false]": {
+    "last_validated_date": "2025-06-20T21:16:29+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 38.41,
+      "teardown": 5.71,
+      "total": 44.12
+    }
+  },
+  "tests/aws/services/cloudformation/v2/test_change_set_fn_transform.py::TestChangeSetFnTransform::test_conditional_transform[true]": {
+    "last_validated_date": "2025-06-20T21:15:45+00:00",
+    "durations_in_seconds": {
+      "setup": 10.81,
+      "call": 38.04,
+      "teardown": 5.12,
+      "total": 53.97
+    }
+  },
+  "tests/aws/services/cloudformation/v2/test_change_set_fn_transform.py::TestChangeSetFnTransform::test_embedded_fn_transform_include[json]": {
+    "last_validated_date": "2025-06-03T21:29:58+00:00",
+    "durations_in_seconds": {
+      "setup": 0.39,
+      "call": 29.05,
+      "teardown": 0.82,
+      "total": 30.26
+    }
+  },
+  "tests/aws/services/cloudformation/v2/test_change_set_fn_transform.py::TestChangeSetFnTransform::test_embedded_fn_transform_include[yml]": {
+    "last_validated_date": "2025-06-03T21:29:28+00:00",
+    "durations_in_seconds": {
+      "setup": 0.62,
+      "call": 26.34,
+      "teardown": 0.8,
+      "total": 27.76
+    }
+  },
+  "tests/aws/services/cloudformation/v2/test_change_set_fn_transform.py::TestChangeSetFnTransform::test_embedded_macro_fn_transform": {
+    "last_validated_date": "2025-06-03T21:51:12+00:00",
+    "durations_in_seconds": {
+      "setup": 10.68,
+      "call": 35.35,
+      "teardown": 5.52,
+      "total": 51.55
+    }
+  },
+  "tests/aws/services/cloudformation/v2/test_change_set_fn_transform.py::TestChangeSetFnTransform::test_embedded_macro_for_attribute_fn_transform": {
+    "last_validated_date": "2025-06-03T21:34:07+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 36.99,
+      "teardown": 5.18,
+      "total": 42.17
+    }
+  },
+  "tests/aws/services/cloudformation/v2/test_change_set_fn_transform.py::TestChangeSetFnTransform::test_global_fn_transform_include[json]": {
+    "last_validated_date": "2025-06-03T21:30:48+00:00",
+    "durations_in_seconds": {
+      "setup": 0.39,
+      "call": 23.99,
+      "teardown": 0.8,
+      "total": 25.18
+    }
+  },
+  "tests/aws/services/cloudformation/v2/test_change_set_fn_transform.py::TestChangeSetFnTransform::test_global_fn_transform_include[yml]": {
+    "last_validated_date": "2025-06-03T21:30:23+00:00",
+    "durations_in_seconds": {
+      "setup": 0.37,
+      "call": 24.02,
+      "teardown": 0.89,
+      "total": 25.28
+    }
+  },
+  "tests/aws/services/cloudformation/v2/test_change_set_fn_transform.py::TestChangeSetFnTransform::test_global_macro_fn_transform": {
+    "last_validated_date": "2025-06-03T21:42:32+00:00",
+    "durations_in_seconds": {
+      "setup": 10.81,
+      "call": 37.62,
+      "teardown": 5.34,
+      "total": 53.77
+    }
+  },
+  "tests/aws/services/cloudformation/v2/test_change_set_fn_transform.py::TestChangeSetFnTransform::test_macro_with_function": {
+    "last_validated_date": "2025-06-20T22:19:25+00:00",
+    "durations_in_seconds": {
+      "setup": 10.9,
+      "call": 36.99,
+      "teardown": 5.46,
+      "total": 53.35
+    }
+  },
+  "tests/aws/services/cloudformation/v2/test_change_set_fn_transform.py::TestChangeSetFnTransform::test_multiple_fn_transform_order": {
+    "last_validated_date": "2025-06-03T21:34:52+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 39.28,
+      "teardown": 5.61,
+      "total": 44.89
+    }
+  },
+  "tests/aws/services/cloudformation/v2/test_change_set_fn_transform.py::TestChangeSetFnTransform::test_remove_transform_in_update_change_set": {
+    "last_validated_date": "2025-07-31T21:36:50+00:00",
+    "durations_in_seconds": {
+      "setup": 10.72,
+      "call": 36.7,
+      "teardown": 5.53,
+      "total": 52.95
+    }
+  },
+  "tests/aws/services/cloudformation/v2/test_change_set_fn_transform.py::TestChangeSetFnTransform::test_serverless_fn_transform": {
+    "last_validated_date": "2025-06-03T21:32:10+00:00",
+    "durations_in_seconds": {
+      "setup": 0.35,
+      "call": 80.57,
+      "teardown": 0.71,
+      "total": 81.63
+    }
+  },
+  "tests/aws/services/cloudformation/v2/test_change_set_fn_transform.py::TestChangeSetFnTransform::test_update_parameter_transform_in_update_change_set": {
+    "last_validated_date": "2025-07-31T21:38:55+00:00",
+    "durations_in_seconds": {
+      "setup": 10.84,
+      "call": 36.02,
+      "teardown": 5.42,
+      "total": 52.28
+    }
+  }
+}
diff --git a/tests/aws/services/cloudformation/test_template_engine.py b/tests/aws/services/cloudformation/test_template_engine.py
index 2110505b0211e..d9732b78cc19b 100644
--- a/tests/aws/services/cloudformation/test_template_engine.py
+++ b/tests/aws/services/cloudformation/test_template_engine.py
@@ -756,6 +756,7 @@ def test_snipped_scope(
         snapshot.match("original_template", original_template)
         snapshot.match("processed_template", processed_template)
 
+    @skip_if_v2_provider(reason="Fn::Transform")
     @markers.aws.validated
     def test_attribute_uses_macro(self, deploy_cfn_template, create_lambda_function, aws_client):
         macro_function_path = os.path.join(
diff --git a/tests/aws/templates/macros/add_standard_tags.py b/tests/aws/templates/macros/add_standard_tags.py
new file mode 100644
index 0000000000000..dffe4ffb631e7
--- /dev/null
+++ b/tests/aws/templates/macros/add_standard_tags.py
@@ -0,0 +1,10 @@
+def handler(event, context):
+    fragment = add_standard_attributes(event["fragment"])
+
+    return {"requestId": event["requestId"], "status": "success", "fragment": fragment}
+
+
+def add_standard_attributes(fragment):
+    fragment["Tags"] = {"MacroAdded": "True"}
+
+    return fragment

From b4115382231dd499824329a938011d4b57d65996 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Cristopher=20Pinz=C3=B3n?=
 <18080804+pinzon@users.noreply.github.com>
Date: Tue, 5 Aug 2025 05:58:09 -0500
Subject: [PATCH 067/697] add support for Exports/Imports in CFn v2 (#12906)

Co-authored-by: Simon Walker <simon.walker@localstack.cloud>
---
 .../engine/v2/change_set_model.py             |   2 +
 .../engine/v2/change_set_model_describer.py   |  17 ++
 .../engine/v2/change_set_model_executor.py    |  13 +-
 .../engine/v2/change_set_model_preproc.py     |  24 ++
 .../engine/v2/change_set_model_visitor.py     |   5 +
 .../services/cloudformation/provider.py       |   2 +-
 .../services/cloudformation/stores.py         |  48 ++--
 .../services/cloudformation/v2/entities.py    |   2 +
 .../services/cloudformation/v2/provider.py    |  10 +
 .../test_change_set_exports_imports.py        | 248 +++++++++++++++++
 ...t_change_set_exports_imports.snapshot.json | 259 ++++++++++++++++++
 ...change_set_exports_imports.validation.json |  29 ++
 12 files changed, 638 insertions(+), 21 deletions(-)
 create mode 100644 tests/aws/services/cloudformation/test_change_set_exports_imports.py
 create mode 100644 tests/aws/services/cloudformation/test_change_set_exports_imports.snapshot.json
 create mode 100644 tests/aws/services/cloudformation/test_change_set_exports_imports.validation.json

diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py
index 0f8b334097b4f..ebf620762cafd 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py
@@ -490,6 +490,7 @@ def __init__(self, scope: Scope, value: Any):
 FnSplit: Final[str] = "Fn::Split"
 FnGetAZs: Final[str] = "Fn::GetAZs"
 FnBase64: Final[str] = "Fn::Base64"
+FnImportValue: Final[str] = "Fn::ImportValue"
 INTRINSIC_FUNCTIONS: Final[set[str]] = {
     RefKey,
     RefConditionKey,
@@ -507,6 +508,7 @@ def __init__(self, scope: Scope, value: Any):
     FnSplit,
     FnGetAZs,
     FnBase64,
+    FnImportValue,
 }
 
 
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_describer.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_describer.py
index 14535d44a6f40..b42bf22bb4113 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_describer.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_describer.py
@@ -213,3 +213,20 @@ def visit_node_resource(
         if not is_nothing(after_resource) and after_resource.physical_resource_id is None:
             after_resource.physical_resource_id = CHANGESET_KNOWN_AFTER_APPLY
         return delta
+
+    def visit_node_intrinsic_function_fn_import_value(
+        self, node_intrinsic_function: NodeIntrinsicFunction
+    ) -> PreprocEntityDelta:
+        delta = super().visit_node_intrinsic_function_fn_import_value(
+            node_intrinsic_function=node_intrinsic_function
+        )
+        after_value = delta.after
+        if is_nothing(after_value) and self._include_property_values:
+            # TODO find correct way to obtain parent resource
+            resource_name = node_intrinsic_function.scope.split("/")[2]
+            export_name = node_intrinsic_function.arguments.value
+
+            self._change_set.status_reason = f"[WARN] --include-property-values option can return incomplete ChangeSet data because: ChangeSet creation failed for resource [{resource_name}] because: No export named {export_name}"
+            delta.after = "{{changeSet:KNOWN_AFTER_APPLY}}"
+
+        return delta
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py
index 77105d6273d01..95b9716dded9d 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py
@@ -49,6 +49,7 @@ class ChangeSetModelExecutorResult:
     resources: dict[str, ResolvedResource]
     parameters: dict
     outputs: dict
+    exports: dict
 
 
 class ChangeSetModelExecutor(ChangeSetModelPreproc):
@@ -56,18 +57,23 @@ class ChangeSetModelExecutor(ChangeSetModelPreproc):
     resources: Final[dict[str, ResolvedResource]]
     outputs: Final[dict]
     resolved_parameters: Final[dict]
+    exports: Final[dict]
 
     def __init__(self, change_set: ChangeSet):
         super().__init__(change_set=change_set)
         self.resources = dict()
         self.outputs = dict()
         self.resolved_parameters = dict()
+        self.exports = dict()
 
     # TODO: use a structured type for the return value
     def execute(self) -> ChangeSetModelExecutorResult:
         self.process()
         return ChangeSetModelExecutorResult(
-            resources=self.resources, parameters=self.resolved_parameters, outputs=self.outputs
+            resources=self.resources,
+            parameters=self.resolved_parameters,
+            outputs=self.outputs,
+            exports=self.exports,
         )
 
     def visit_node_parameter(self, node_parameter: NodeParameter) -> PreprocEntityDelta:
@@ -221,6 +227,11 @@ def visit_node_output(
         after = delta.after
         if is_nothing(after) or (isinstance(after, PreprocOutput) and after.condition is False):
             return delta
+
+        # TODO validate export name duplication in same template and all exports
+        if delta.after.export:
+            self.exports[delta.after.export.get("Name")] = delta.after.value
+
         self.outputs[delta.after.name] = delta.after.value
         return delta
 
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
index aa174f32564ea..12916da0d0521 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
@@ -42,6 +42,9 @@
 from localstack.services.cloudformation.engine.v2.change_set_model_visitor import (
     ChangeSetModelVisitor,
 )
+from localstack.services.cloudformation.stores import (
+    exports_map,
+)
 from localstack.services.cloudformation.v2.entities import ChangeSet
 from localstack.utils.aws.arns import get_partition
 from localstack.utils.objects import get_value_from_path
@@ -1135,3 +1138,24 @@ def visit_node_outputs(
             if not is_nothing(output_after):
                 after.append(output_after)
         return PreprocEntityDelta(before=before, after=after)
+
+    def visit_node_intrinsic_function_fn_import_value(
+        self, node_intrinsic_function: NodeIntrinsicFunction
+    ) -> PreprocEntityDelta:
+        def _compute_fn_import_value(string) -> str:
+            if not isinstance(string, str):
+                raise RuntimeError(f"Invalid parameter for import: '{string}'")
+
+            exports = exports_map(
+                account_id=self._change_set.account_id, region_name=self._change_set.region_name
+            )
+
+            return exports.get(string, {}).get("Value") or Nothing
+
+        arguments_delta = self.visit(node_intrinsic_function.arguments)
+        delta = self._cached_apply(
+            scope=node_intrinsic_function.scope,
+            arguments_delta=arguments_delta,
+            resolver=_compute_fn_import_value,
+        )
+        return delta
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_visitor.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_visitor.py
index 6333e9f8dbae2..882e8a8d58bc7 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_visitor.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_visitor.py
@@ -177,6 +177,11 @@ def visit_node_intrinsic_function_condition(
     ):
         self.visit_children(node_intrinsic_function)
 
+    def visit_node_intrinsic_function_fn_import_value(
+        self, node_intrinsic_function: NodeIntrinsicFunction
+    ):
+        self.visit_children(node_intrinsic_function)
+
     def visit_node_divergence(self, node_divergence: NodeDivergence):
         self.visit_children(node_divergence)
 
diff --git a/localstack-core/localstack/services/cloudformation/provider.py b/localstack-core/localstack/services/cloudformation/provider.py
index e9dc163b6fb0c..06a4279555ab4 100644
--- a/localstack-core/localstack/services/cloudformation/provider.py
+++ b/localstack-core/localstack/services/cloudformation/provider.py
@@ -927,7 +927,7 @@ def list_exports(
         self, context: RequestContext, next_token: NextToken = None, **kwargs
     ) -> ListExportsOutput:
         state = get_cloudformation_store(context.account_id, context.region)
-        return ListExportsOutput(Exports=state.exports)
+        return ListExportsOutput(Exports=state.exports.values())
 
     @handler("ListImports")
     def list_imports(
diff --git a/localstack-core/localstack/services/cloudformation/stores.py b/localstack-core/localstack/services/cloudformation/stores.py
index 01bcf61ebe14e..9765d523e2a60 100644
--- a/localstack-core/localstack/services/cloudformation/stores.py
+++ b/localstack-core/localstack/services/cloudformation/stores.py
@@ -1,7 +1,7 @@
 import logging
 from typing import Optional
 
-from localstack.aws.api.cloudformation import StackStatus
+from localstack.aws.api.cloudformation import Export, StackStatus
 from localstack.services.cloudformation.engine.entities import Stack, StackChangeSet, StackSet
 from localstack.services.cloudformation.v2.entities import ChangeSet as ChangeSetV2
 from localstack.services.cloudformation.v2.entities import Stack as StackV2
@@ -25,31 +25,44 @@ class CloudFormationStore(BaseStore):
     # maps macro ID to macros
     macros: dict[str, dict] = LocalAttribute(default=dict)
 
-    # exports: dict[str, str]
     @property
-    def exports(self):
-        exports = []
-        output_keys = {}
+    def exports(self) -> dict[str, Export]:
+        exports = {}
+
         for stack_id, stack in self.stacks.items():
+            if stack.status == StackStatus.DELETE_COMPLETE:
+                continue
+
             for output in stack.resolved_outputs:
                 export_name = output.get("ExportName")
                 if not export_name:
                     continue
-                if export_name in output_keys:
+                if export_name in exports.keys():
                     # TODO: raise exception on stack creation in case of duplicate exports
                     LOG.warning(
                         "Found duplicate export name %s in stacks: %s %s",
                         export_name,
-                        output_keys[export_name],
+                        output["OutputValue"],
                         stack.stack_id,
                     )
-                entry = {
-                    "ExportingStackId": stack.stack_id,
-                    "Name": export_name,
-                    "Value": output["OutputValue"],
-                }
-                exports.append(entry)
-                output_keys[export_name] = stack.stack_id
+                exports[export_name] = Export(
+                    ExportingStackId=stack.stack_id, Name=export_name, Value=output["OutputValue"]
+                )
+
+        return exports
+
+    @property
+    def exports_v2(self) -> dict[str, Export]:
+        exports = dict()
+        stacks_v2 = self.stacks_v2.values()
+        for stack in stacks_v2:
+            if stack.status == StackStatus.DELETE_COMPLETE:
+                continue
+            for export_name, export_value in stack.resolved_exports.items():
+                exports[export_name] = Export(
+                    ExportingStackId=stack.stack_id, Name=export_name, Value=export_value
+                )
+
         return exports
 
 
@@ -128,9 +141,6 @@ def find_change_set(
     return None
 
 
-def exports_map(account_id: str, region_name: str):
-    result = {}
+def exports_map(account_id: str, region_name: str) -> dict[str, Export]:
     store = get_cloudformation_store(account_id, region_name)
-    for export in store.exports:
-        result[export["Name"]] = export
-    return result
+    return {**store.exports, **store.exports_v2}
diff --git a/localstack-core/localstack/services/cloudformation/v2/entities.py b/localstack-core/localstack/services/cloudformation/v2/entities.py
index 2c6cb12e082be..7bd40db882544 100644
--- a/localstack-core/localstack/services/cloudformation/v2/entities.py
+++ b/localstack-core/localstack/services/cloudformation/v2/entities.py
@@ -66,6 +66,7 @@ class Stack:
     resolved_resources: dict[str, ResolvedResource]
     resolved_outputs: dict[str, str]
     resource_states: dict[str, StackResource]
+    resolved_exports: dict[str, str]
 
     def __init__(
         self,
@@ -111,6 +112,7 @@ def __init__(
         self.resolved_outputs = {}
         self.resource_states = {}
         self.events = []
+        self.resolved_exports = {}
 
     def set_stack_status(self, status: StackStatus, reason: StackStatusReason | None = None):
         self.status = status
diff --git a/localstack-core/localstack/services/cloudformation/v2/provider.py b/localstack-core/localstack/services/cloudformation/v2/provider.py
index ce59205461547..d27fa7152070a 100644
--- a/localstack-core/localstack/services/cloudformation/v2/provider.py
+++ b/localstack-core/localstack/services/cloudformation/v2/provider.py
@@ -43,6 +43,7 @@
     IncludePropertyValues,
     InsufficientCapabilitiesException,
     InvalidChangeSetStatusException,
+    ListExportsOutput,
     ListStackResourcesOutput,
     ListStacksOutput,
     LogicalResourceId,
@@ -459,6 +460,8 @@ def _run(*args):
                 change_set.stack.resolved_resources = result.resources
                 change_set.stack.resolved_parameters = result.parameters
                 change_set.stack.resolved_outputs = result.outputs
+                change_set.stack.resolved_exports = result.exports
+
                 # if the deployment succeeded, update the stack's template representation to that
                 # which was just deployed
                 change_set.stack.template = change_set.template
@@ -1286,3 +1289,10 @@ def _run(*args):
                 stack.set_stack_status(StackStatus.DELETE_FAILED)
 
         start_worker_thread(_run)
+
+    @handler("ListExports")
+    def list_exports(
+        self, context: RequestContext, next_token: NextToken = None, **kwargs
+    ) -> ListExportsOutput:
+        store = get_cloudformation_store(account_id=context.account_id, region_name=context.region)
+        return ListExportsOutput(Exports=store.exports_v2.values())
diff --git a/tests/aws/services/cloudformation/test_change_set_exports_imports.py b/tests/aws/services/cloudformation/test_change_set_exports_imports.py
new file mode 100644
index 0000000000000..8a2fa9c3daea5
--- /dev/null
+++ b/tests/aws/services/cloudformation/test_change_set_exports_imports.py
@@ -0,0 +1,248 @@
+import json
+import os
+
+import pytest
+from botocore.exceptions import WaiterError
+from tests.aws.services.cloudformation.conftest import skip_if_v1_provider
+
+from localstack.aws.api.cloudformation import ChangeSetType
+from localstack.testing.pytest import markers
+from localstack.utils.strings import short_uid
+
+
+@pytest.fixture
+def execute_change_set(aws_client):
+    def inner(change_set_name: str, stack_name: str | None = None):
+        aws_client.cloudformation.execute_change_set(
+            ChangeSetName=change_set_name, StackName=stack_name
+        )
+        aws_client.cloudformation.describe_stacks(StackName=stack_name)
+        aws_client.cloudformation.get_waiter("stack_create_complete").wait(
+            StackName=stack_name,
+            WaiterConfig={
+                "Delay": 5,
+                "MaxAttempts": 100,
+            },
+        )
+
+    return inner
+
+
+@skip_if_v1_provider(reason="Not supported on V1")
+@markers.snapshot.skip_snapshot_verify(
+    paths=[
+        "$..Changes..ResourceChange.Details",
+        "$..Changes..ResourceChange.Scope",
+        "$..IncludeNestedStacks",
+        "$..NotificationARNs",
+        "$..Parameters",
+        "$..Capabilities",
+    ]
+)
+class TestChangeSetImportExport:
+    @markers.aws.validated
+    def test_describe_change_set_import(
+        self,
+        snapshot,
+        aws_client,
+        deploy_cfn_template,
+        execute_change_set,
+        cleanup_stacks,
+        cleanups,
+    ):
+        export_name = f"b-{short_uid()}"
+        deploy_cfn_template(
+            template_path=os.path.join(
+                os.path.dirname(__file__), "../../templates/cfn_function_export.yml"
+            ),
+            parameters={"BucketExportName": export_name},
+        )
+
+        empty_stack_name = f"stack-{short_uid()}"
+        change_set_body = {
+            "Resources": {
+                "MyFoo": {
+                    "Type": "AWS::SSM::Parameter",
+                    "Properties": {"Type": "String", "Value": {"Fn::ImportValue": export_name}},
+                }
+            }
+        }
+
+        change_set_name = f"change-set-{short_uid()}"
+        aws_client.cloudformation.create_change_set(
+            StackName=empty_stack_name,
+            ChangeSetName=change_set_name,
+            TemplateBody=json.dumps(change_set_body),
+            ChangeSetType=ChangeSetType.CREATE,
+        )
+        cleanups.append(lambda: cleanup_stacks([empty_stack_name]))
+
+        aws_client.cloudformation.get_waiter("change_set_create_complete").wait(
+            ChangeSetName=change_set_name, StackName=empty_stack_name, WaiterConfig={"Delay": 2}
+        )
+
+        describe = aws_client.cloudformation.describe_change_set(
+            StackName=empty_stack_name, ChangeSetName=change_set_name, IncludePropertyValues=False
+        )
+
+        describe_with_values = aws_client.cloudformation.describe_change_set(
+            StackName=empty_stack_name, ChangeSetName=change_set_name, IncludePropertyValues=True
+        )
+
+        snapshot.add_transformers_list(
+            [
+                snapshot.transform.key_value("Value"),
+                snapshot.transform.key_value("ChangeSetId"),
+                snapshot.transform.key_value("ChangeSetName"),
+                snapshot.transform.key_value("StackId"),
+                snapshot.transform.key_value("StackName"),
+            ]
+        )
+
+        snapshot.match("describe", describe)
+        snapshot.match("describe_with_values", describe_with_values)
+
+        execute_change_set(change_set_name, empty_stack_name)
+        stack = aws_client.cloudformation.describe_stacks(StackName=empty_stack_name)["Stacks"][0]
+        snapshot.match("post-deploy-stack-describe", stack)
+
+    @markers.aws.validated
+    @markers.snapshot.skip_snapshot_verify(
+        paths=[
+            "$..ChangeSetId",
+            "$..DeletionTime",
+            # TODO: should be ROLLBACK_COMPLETE, instead is CREATE_FAILED
+            "$..StackStatus",
+        ]
+    )
+    def test_describe_change_set_import_non_existent_export(
+        self,
+        snapshot,
+        aws_client,
+        deploy_cfn_template,
+        execute_change_set,
+        cleanup_stacks,
+        cleanups,
+    ):
+        export_name = f"b-{short_uid()}"
+        empty_stack_name = f"stack-{short_uid()}"
+        change_set_body = {
+            "Resources": {
+                "MyFoo": {
+                    "Type": "AWS::SSM::Parameter",
+                    "Properties": {"Type": "String", "Value": {"Fn::ImportValue": export_name}},
+                }
+            }
+        }
+
+        change_set_name = f"change-set-{short_uid()}"
+        aws_client.cloudformation.create_change_set(
+            StackName=empty_stack_name,
+            ChangeSetName=change_set_name,
+            TemplateBody=json.dumps(change_set_body),
+            ChangeSetType=ChangeSetType.CREATE,
+        )
+        cleanups.append(lambda: cleanup_stacks([empty_stack_name]))
+
+        aws_client.cloudformation.get_waiter("change_set_create_complete").wait(
+            ChangeSetName=change_set_name, StackName=empty_stack_name, WaiterConfig={"Delay": 2}
+        )
+
+        describe = aws_client.cloudformation.describe_change_set(
+            StackName=empty_stack_name, ChangeSetName=change_set_name, IncludePropertyValues=False
+        )
+
+        describe_with_values = aws_client.cloudformation.describe_change_set(
+            StackName=empty_stack_name, ChangeSetName=change_set_name, IncludePropertyValues=True
+        )
+
+        snapshot.add_transformers_list(
+            [
+                snapshot.transform.regex(export_name, "<export-name>"),
+                snapshot.transform.key_value("ChangeSetId"),
+                snapshot.transform.key_value("ChangeSetName"),
+                snapshot.transform.key_value("StackId"),
+                snapshot.transform.key_value("StackName"),
+            ]
+        )
+
+        snapshot.match("describe", describe)
+        snapshot.match("describe_with_values", describe_with_values)
+
+        with pytest.raises(WaiterError):
+            execute_change_set(change_set_name, empty_stack_name)
+        stack = aws_client.cloudformation.describe_stacks(StackName=empty_stack_name)["Stacks"][0]
+        snapshot.match("post-deploy-stack-describe", stack)
+
+    @markers.aws.validated
+    def test_describe_change_set_import_non_existent_export_then_create(
+        self,
+        snapshot,
+        aws_client,
+        deploy_cfn_template,
+        execute_change_set,
+        cleanup_stacks,
+        cleanups,
+    ):
+        """
+        * First create a change set that refers to a non-existent export
+        * Then create the export
+        * Then execute the change set
+        """
+        export_name = f"b-{short_uid()}"
+        empty_stack_name = f"stack-{short_uid()}"
+        change_set_body = {
+            "Resources": {
+                "MyFoo": {
+                    "Type": "AWS::SSM::Parameter",
+                    "Properties": {"Type": "String", "Value": {"Fn::ImportValue": export_name}},
+                }
+            }
+        }
+
+        change_set_name = f"change-set-{short_uid()}"
+        aws_client.cloudformation.create_change_set(
+            StackName=empty_stack_name,
+            ChangeSetName=change_set_name,
+            TemplateBody=json.dumps(change_set_body),
+            ChangeSetType=ChangeSetType.CREATE,
+        )
+        cleanups.append(lambda: cleanup_stacks([empty_stack_name]))
+
+        aws_client.cloudformation.get_waiter("change_set_create_complete").wait(
+            ChangeSetName=change_set_name, StackName=empty_stack_name, WaiterConfig={"Delay": 2}
+        )
+
+        describe = aws_client.cloudformation.describe_change_set(
+            StackName=empty_stack_name, ChangeSetName=change_set_name, IncludePropertyValues=False
+        )
+
+        describe_with_values = aws_client.cloudformation.describe_change_set(
+            StackName=empty_stack_name, ChangeSetName=change_set_name, IncludePropertyValues=True
+        )
+
+        snapshot.add_transformers_list(
+            [
+                snapshot.transform.regex(export_name, "<export-name>"),
+                snapshot.transform.key_value("ChangeSetId"),
+                snapshot.transform.key_value("ChangeSetName"),
+                snapshot.transform.key_value("StackId"),
+                snapshot.transform.key_value("StackName"),
+            ]
+        )
+
+        snapshot.match("describe", describe)
+        snapshot.match("describe_with_values", describe_with_values)
+
+        # deploy the stack with the export
+        deploy_cfn_template(
+            template_path=os.path.join(
+                os.path.dirname(__file__), "../../templates/cfn_function_export.yml"
+            ),
+            parameters={"BucketExportName": export_name},
+        )
+
+        # now execute the change set
+        execute_change_set(change_set_name, empty_stack_name)
+        stack = aws_client.cloudformation.describe_stacks(StackName=empty_stack_name)["Stacks"][0]
+        snapshot.match("post-deploy-stack-describe", stack)
diff --git a/tests/aws/services/cloudformation/test_change_set_exports_imports.snapshot.json b/tests/aws/services/cloudformation/test_change_set_exports_imports.snapshot.json
new file mode 100644
index 0000000000000..73635a2e85a39
--- /dev/null
+++ b/tests/aws/services/cloudformation/test_change_set_exports_imports.snapshot.json
@@ -0,0 +1,259 @@
+{
+  "tests/aws/services/cloudformation/test_change_set_exports_imports.py::TestChangeSetImportExport::test_describe_change_set_import": {
+    "recorded-date": "05-08-2025, 09:48:09",
+    "recorded-content": {
+      "describe": {
+        "Capabilities": [],
+        "ChangeSetId": "<change-set-id:1>",
+        "ChangeSetName": "<change-set-name:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "Details": [],
+              "LogicalResourceId": "MyFoo",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "<stack-id:1>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe_with_values": {
+        "Capabilities": [],
+        "ChangeSetId": "<change-set-id:1>",
+        "ChangeSetName": "<change-set-name:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "AfterContext": {
+                "Properties": {
+                  "Value": "<value:1>",
+                  "Type": "String"
+                }
+              },
+              "Details": [],
+              "LogicalResourceId": "MyFoo",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "<stack-id:1>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "post-deploy-stack-describe": {
+        "ChangeSetId": "<change-set-id:1>",
+        "CreationTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "EnableTerminationProtection": false,
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "<stack-id:1>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "CREATE_COMPLETE",
+        "Tags": []
+      }
+    }
+  },
+  "tests/aws/services/cloudformation/test_change_set_exports_imports.py::TestChangeSetImportExport::test_describe_change_set_import_non_existent_export": {
+    "recorded-date": "05-08-2025, 09:55:27",
+    "recorded-content": {
+      "describe": {
+        "Capabilities": [],
+        "ChangeSetId": "<change-set-id:1>",
+        "ChangeSetName": "<change-set-name:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "Details": [],
+              "LogicalResourceId": "MyFoo",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "<stack-id:1>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe_with_values": {
+        "Capabilities": [],
+        "ChangeSetId": "<change-set-id:1>",
+        "ChangeSetName": "<change-set-name:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "AfterContext": {
+                "Properties": {
+                  "Value": "{{changeSet:KNOWN_AFTER_APPLY}}",
+                  "Type": "String"
+                }
+              },
+              "Details": [],
+              "LogicalResourceId": "MyFoo",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "<stack-id:1>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "StatusReason": "[WARN] --include-property-values option can return incomplete ChangeSet data because: ChangeSet creation failed for resource [MyFoo] because: No export named <export-name>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "post-deploy-stack-describe": {
+        "CreationTime": "datetime",
+        "DeletionTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "EnableTerminationProtection": false,
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "<stack-id:1>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "ROLLBACK_COMPLETE",
+        "Tags": []
+      }
+    }
+  },
+  "tests/aws/services/cloudformation/test_change_set_exports_imports.py::TestChangeSetImportExport::test_describe_change_set_import_non_existent_export_then_create": {
+    "recorded-date": "05-08-2025, 09:58:06",
+    "recorded-content": {
+      "describe": {
+        "Capabilities": [],
+        "ChangeSetId": "<change-set-id:1>",
+        "ChangeSetName": "<change-set-name:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "Details": [],
+              "LogicalResourceId": "MyFoo",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "<stack-id:1>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe_with_values": {
+        "Capabilities": [],
+        "ChangeSetId": "<change-set-id:1>",
+        "ChangeSetName": "<change-set-name:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "AfterContext": {
+                "Properties": {
+                  "Value": "{{changeSet:KNOWN_AFTER_APPLY}}",
+                  "Type": "String"
+                }
+              },
+              "Details": [],
+              "LogicalResourceId": "MyFoo",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "<stack-id:1>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "StatusReason": "[WARN] --include-property-values option can return incomplete ChangeSet data because: ChangeSet creation failed for resource [MyFoo] because: No export named <export-name>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "post-deploy-stack-describe": {
+        "ChangeSetId": "<change-set-id:1>",
+        "CreationTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "EnableTerminationProtection": false,
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "<stack-id:1>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "CREATE_COMPLETE",
+        "Tags": []
+      }
+    }
+  }
+}
diff --git a/tests/aws/services/cloudformation/test_change_set_exports_imports.validation.json b/tests/aws/services/cloudformation/test_change_set_exports_imports.validation.json
new file mode 100644
index 0000000000000..d3a8f3bb4a2ef
--- /dev/null
+++ b/tests/aws/services/cloudformation/test_change_set_exports_imports.validation.json
@@ -0,0 +1,29 @@
+{
+  "tests/aws/services/cloudformation/test_change_set_exports_imports.py::TestChangeSetImportExport::test_describe_change_set_import": {
+    "last_validated_date": "2025-08-05T09:48:09+00:00",
+    "durations_in_seconds": {
+      "setup": 1.32,
+      "call": 33.43,
+      "teardown": 8.03,
+      "total": 42.78
+    }
+  },
+  "tests/aws/services/cloudformation/test_change_set_exports_imports.py::TestChangeSetImportExport::test_describe_change_set_import_non_existent_export": {
+    "last_validated_date": "2025-08-05T09:55:27+00:00",
+    "durations_in_seconds": {
+      "setup": 0.93,
+      "call": 10.52,
+      "teardown": 2.54,
+      "total": 13.99
+    }
+  },
+  "tests/aws/services/cloudformation/test_change_set_exports_imports.py::TestChangeSetImportExport::test_describe_change_set_import_non_existent_export_then_create": {
+    "last_validated_date": "2025-08-05T09:58:06+00:00",
+    "durations_in_seconds": {
+      "setup": 1.15,
+      "call": 33.86,
+      "teardown": 8.08,
+      "total": 43.09
+    }
+  }
+}

From 701584182b488efcb671995d797b995dbc1feec5 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Cristopher=20Pinz=C3=B3n?=
 <18080804+pinzon@users.noreply.github.com>
Date: Tue, 5 Aug 2025 09:20:25 -0500
Subject: [PATCH 068/697] implement string replacement feature in CFn v2
 (#12911)

Co-authored-by: Simon Walker <simon.walker@localstack.cloud>
---
 .../engine/v2/change_set_model_executor.py    |  46 ++++++++
 .../cloudformation/resources/test_lambda.py   | 109 ++++++++++++++++--
 ...a_with_external_api_paths_in_env_vars.yaml |   4 +
 3 files changed, 150 insertions(+), 9 deletions(-)

diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py
index 95b9716dded9d..310e531655233 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py
@@ -15,11 +15,15 @@
 from localstack.services.cloudformation.analytics import track_resource_operation
 from localstack.services.cloudformation.deployment_utils import log_not_available_message
 from localstack.services.cloudformation.engine.parameters import resolve_ssm_parameter
+from localstack.services.cloudformation.engine.template_deployer import REGEX_OUTPUT_APIGATEWAY
 from localstack.services.cloudformation.engine.v2.change_set_model import (
     NodeDependsOn,
     NodeOutput,
     NodeParameter,
     NodeResource,
+    TerminalValueCreated,
+    TerminalValueModified,
+    TerminalValueUnchanged,
     is_nothing,
 )
 from localstack.services.cloudformation.engine.v2.change_set_model_preproc import (
@@ -38,6 +42,7 @@
     ResourceProviderPayload,
 )
 from localstack.services.cloudformation.v2.entities import ChangeSet, ResolvedResource
+from localstack.utils.urls import localstack_host
 
 LOG = logging.getLogger(__name__)
 
@@ -517,3 +522,44 @@ def create_resource_provider_payload(
             },
         }
         return resource_provider_payload
+
+    @staticmethod
+    def _replace_url_outputs_if_required(value: str) -> str:
+        api_match = REGEX_OUTPUT_APIGATEWAY.match(value)
+        if api_match and value not in config.CFN_STRING_REPLACEMENT_DENY_LIST:
+            prefix = api_match[1]
+            host = api_match[2]
+            path = api_match[3]
+            port = localstack_host().port
+            value = f"{prefix}{host}:{port}/{path}"
+            return value
+
+        return value
+
+    def visit_terminal_value_created(
+        self, value: TerminalValueCreated
+    ) -> PreprocEntityDelta[str, str]:
+        if isinstance(value.value, str):
+            after = self._replace_url_outputs_if_required(value.value)
+        else:
+            after = value.value
+        return PreprocEntityDelta(after=after)
+
+    def visit_terminal_value_modified(
+        self, value: TerminalValueModified
+    ) -> PreprocEntityDelta[str, str]:
+        # we only need to transform the after
+        if isinstance(value.modified_value, str):
+            after = self._replace_url_outputs_if_required(value.modified_value)
+        else:
+            after = value.modified_value
+        return PreprocEntityDelta(before=value.value, after=after)
+
+    def visit_terminal_value_unchanged(
+        self, terminal_value_unchanged: TerminalValueUnchanged
+    ) -> PreprocEntityDelta:
+        if isinstance(terminal_value_unchanged.value, str):
+            value = self._replace_url_outputs_if_required(terminal_value_unchanged.value)
+        else:
+            value = terminal_value_unchanged.value
+        return PreprocEntityDelta(before=value, after=value)
diff --git a/tests/aws/services/cloudformation/resources/test_lambda.py b/tests/aws/services/cloudformation/resources/test_lambda.py
index dc2866291daa0..3367ad065f467 100644
--- a/tests/aws/services/cloudformation/resources/test_lambda.py
+++ b/tests/aws/services/cloudformation/resources/test_lambda.py
@@ -5,7 +5,7 @@
 
 import pytest
 from localstack_snapshot.snapshots.transformer import SortingTransformer
-from tests.aws.services.cloudformation.conftest import skip_if_v2_provider
+from tests.aws.services.events.helper_functions import is_v2_provider
 
 from localstack import config
 from localstack.aws.api.lambda_ import InvocationType, Runtime, State
@@ -20,6 +20,16 @@
 from localstack.utils.testutil import create_lambda_archive, get_lambda_log_events
 
 
+@pytest.fixture
+def get_function_envars(aws_client):
+    def get(function_name: str) -> dict:
+        function = aws_client.lambda_.get_function(FunctionName=function_name)
+        function_env_variables = function["Configuration"]["Environment"]["Variables"]
+        return function_env_variables
+
+    return get
+
+
 @markers.aws.validated
 def test_lambda_w_dynamodb_event_filter(deploy_cfn_template, aws_client):
     function_name = f"test-fn-{short_uid()}"
@@ -462,15 +472,17 @@ def test_lambda_cfn_run(deploy_cfn_template, aws_client):
     aws_client.lambda_.invoke(FunctionName=fn_name, LogType="Tail", Payload=b"{}")
 
 
-@skip_if_v2_provider(reason="CFNV2:Other")
 @markers.aws.only_localstack(reason="This is functionality specific to Localstack")
 def test_lambda_cfn_run_with_empty_string_replacement_deny_list(
-    deploy_cfn_template, aws_client, monkeypatch
+    deploy_cfn_template, aws_client, get_function_envars, monkeypatch
 ):
     """
     deploys the same lambda with an empty CFN string deny list, testing that it behaves as expected
     (i.e. the URLs in the deny list are modified)
     """
+    custom_url_1 = "https://custom1.execute-api.us-east-1.amazonaws.com/test-resource"
+    custom_url_2 = "https://custom2.execute-api.us-east-1.amazonaws.com/test-resource"
+
     monkeypatch.setattr(config, "CFN_STRING_REPLACEMENT_DENY_LIST", [])
     deployment = deploy_cfn_template(
         template_path=os.path.join(
@@ -478,9 +490,45 @@ def test_lambda_cfn_run_with_empty_string_replacement_deny_list(
             "../../../templates/cfn_lambda_with_external_api_paths_in_env_vars.yaml",
         ),
         max_wait=120,
+        parameters={"CustomURL": custom_url_1},
+    )
+
+    function_env_variables = get_function_envars(function_name=deployment.outputs["FunctionName"])
+    # URLs that match regex to capture AWS URLs gets Localstack port appended - non-matching URLs remain unchanged.
+    assert function_env_variables["API_URL_1"] == "https://api.example.com"
+    assert (
+        function_env_variables["API_URL_2"]
+        == "https://storage.execute-api.amazonaws.com:4566/test-resource"
+    )
+    assert (
+        function_env_variables["API_URL_3"]
+        == "https://reporting.execute-api.amazonaws.com:4566/test-resource"
+    )
+    assert (
+        function_env_variables["API_URL_4"]
+        == "https://blockchain.execute-api.amazonaws.com:4566/test-resource"
+    )
+    assert (
+        function_env_variables["API_URL_CUSTOM"]
+        == "https://custom1.execute-api.amazonaws.com:4566/test-resource"
+    )
+
+    if not is_v2_provider():
+        # Not supported by the v1 provider
+        return
+
+    deployment = deploy_cfn_template(
+        template_path=os.path.join(
+            os.path.dirname(__file__),
+            "../../../templates/cfn_lambda_with_external_api_paths_in_env_vars.yaml",
+        ),
+        max_wait=120,
+        parameters={"CustomURL": custom_url_2},
+        is_update=True,
+        stack_name=deployment.stack_id,
     )
-    function = aws_client.lambda_.get_function(FunctionName=deployment.outputs["FunctionName"])
-    function_env_variables = function["Configuration"]["Environment"]["Variables"]
+
+    function_env_variables = get_function_envars(function_name=deployment.outputs["FunctionName"])
     # URLs that match regex to capture AWS URLs gets Localstack port appended - non-matching URLs remain unchanged.
     assert function_env_variables["API_URL_1"] == "https://api.example.com"
     assert (
@@ -495,17 +543,22 @@ def test_lambda_cfn_run_with_empty_string_replacement_deny_list(
         function_env_variables["API_URL_4"]
         == "https://blockchain.execute-api.amazonaws.com:4566/test-resource"
     )
+    assert (
+        function_env_variables["API_URL_CUSTOM"]
+        == "https://custom2.execute-api.amazonaws.com:4566/test-resource"
+    )
 
 
-@skip_if_v2_provider(reason="CFNV2:Other")
 @markers.aws.only_localstack(reason="This is functionality specific to Localstack")
 def test_lambda_cfn_run_with_non_empty_string_replacement_deny_list(
-    deploy_cfn_template, aws_client, monkeypatch
+    deploy_cfn_template, aws_client, get_function_envars, monkeypatch
 ):
     """
     deploys the same lambda with a non-empty CFN string deny list configurations, testing that it behaves as expected
     (i.e. the URLs in the deny list are not modified)
     """
+    custom_url_1 = "https://custom1.execute-api.us-east-1.amazonaws.com/test-resource"
+    custom_url_2 = "https://custom2.execute-api.us-east-1.amazonaws.com/test-resource"
     monkeypatch.setattr(
         config,
         "CFN_STRING_REPLACEMENT_DENY_LIST",
@@ -520,9 +573,9 @@ def test_lambda_cfn_run_with_non_empty_string_replacement_deny_list(
             "../../../templates/cfn_lambda_with_external_api_paths_in_env_vars.yaml",
         ),
         max_wait=120,
+        parameters={"CustomURL": custom_url_1},
     )
-    function = aws_client.lambda_.get_function(FunctionName=deployment.outputs["FunctionName"])
-    function_env_variables = function["Configuration"]["Environment"]["Variables"]
+    function_env_variables = get_function_envars(function_name=deployment.outputs["FunctionName"])
     # URLs that match regex to capture AWS URLs but are explicitly in the deny list, don't get modified -
     # non-matching URLs remain unchanged.
     assert function_env_variables["API_URL_1"] == "https://api.example.com"
@@ -538,6 +591,44 @@ def test_lambda_cfn_run_with_non_empty_string_replacement_deny_list(
         function_env_variables["API_URL_4"]
         == "https://blockchain.execute-api.amazonaws.com:4566/test-resource"
     )
+    assert (
+        function_env_variables["API_URL_CUSTOM"]
+        == "https://custom1.execute-api.amazonaws.com:4566/test-resource"
+    )
+
+    if not is_v2_provider():
+        # Not supported by the v1 provider
+        return
+
+    deployment = deploy_cfn_template(
+        template_path=os.path.join(
+            os.path.dirname(__file__),
+            "../../../templates/cfn_lambda_with_external_api_paths_in_env_vars.yaml",
+        ),
+        max_wait=120,
+        parameters={"CustomURL": custom_url_2},
+        is_update=True,
+        stack_name=deployment.stack_id,
+    )
+
+    function_env_variables = get_function_envars(function_name=deployment.outputs["FunctionName"])
+    assert function_env_variables["API_URL_1"] == "https://api.example.com"
+    assert (
+        function_env_variables["API_URL_2"]
+        == "https://storage.execute-api.us-east-2.amazonaws.com/test-resource"
+    )
+    assert (
+        function_env_variables["API_URL_3"]
+        == "https://reporting.execute-api.us-east-1.amazonaws.com/test-resource"
+    )
+    assert (
+        function_env_variables["API_URL_4"]
+        == "https://blockchain.execute-api.amazonaws.com:4566/test-resource"
+    )
+    assert (
+        function_env_variables["API_URL_CUSTOM"]
+        == "https://custom2.execute-api.amazonaws.com:4566/test-resource"
+    )
 
 
 @pytest.mark.skip(reason="broken/notimplemented")
diff --git a/tests/aws/templates/cfn_lambda_with_external_api_paths_in_env_vars.yaml b/tests/aws/templates/cfn_lambda_with_external_api_paths_in_env_vars.yaml
index 21161124d0ed0..c49fa319b5557 100644
--- a/tests/aws/templates/cfn_lambda_with_external_api_paths_in_env_vars.yaml
+++ b/tests/aws/templates/cfn_lambda_with_external_api_paths_in_env_vars.yaml
@@ -1,3 +1,6 @@
+Parameters:
+  CustomURL:
+    Type: String
 Resources:
   SimpleFnServiceRole6574647D:
     Type: AWS::IAM::Role
@@ -35,6 +38,7 @@ Resources:
             API_URL_2: https://storage.execute-api.us-east-2.amazonaws.com/test-resource
             API_URL_3: https://reporting.execute-api.us-east-1.amazonaws.com/test-resource
             API_URL_4: https://blockchain.execute-api.us-west-1.amazonaws.com/test-resource
+            API_URL_CUSTOM: !Ref CustomURL
     DependsOn:
       - SimpleFnServiceRole6574647D
 Outputs:

From e62a727f8fad15e9771a24051c50a68676b24284 Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Tue, 5 Aug 2025 17:40:05 +0100
Subject: [PATCH 069/697] CFNV2: defer deletions for correcting deploy order
 (#12936)

---
 .../engine/v2/change_set_model.py             |   32 +
 .../engine/v2/change_set_model_describer.py   |   29 +-
 .../engine/v2/change_set_model_executor.py    |  214 +-
 .../engine/v2/change_set_model_preproc.py     |    5 +
 .../cloudformation/resource_provider.py       |   19 +-
 .../testing/pytest/cloudformation/fixtures.py |   54 +-
 .../cloudformation/api/test_stacks.py         |   85 +-
 .../api/test_stacks.snapshot.json             | 1761 +++++++++++++++++
 .../api/test_stacks.validation.json           |   27 +
 .../cloudformation/test_change_sets.py        |    1 -
 .../test_change_sets.snapshot.json            | 1428 ++++++++++++-
 .../test_change_sets.validation.json          |  102 +-
 12 files changed, 3513 insertions(+), 244 deletions(-)

diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py
index ebf620762cafd..e50694d9ecc4e 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py
@@ -8,6 +8,7 @@
 from typing_extensions import TypeVar
 
 from localstack.aws.api.cloudformation import ChangeAction
+from localstack.services.cloudformation.resource_provider import ResourceProviderExecutor
 from localstack.utils.strings import camel_to_snake_case
 
 T = TypeVar("T")
@@ -350,6 +351,7 @@ class NodeResource(ChangeSetNode):
     properties: Final[NodeProperties]
     condition_reference: Final[Maybe[TerminalValue]]
     depends_on: Final[Maybe[NodeDependsOn]]
+    requires_replacement: Final[bool]
 
     def __init__(
         self,
@@ -360,6 +362,7 @@ def __init__(
         properties: NodeProperties,
         condition_reference: Maybe[TerminalValue],
         depends_on: Maybe[NodeDependsOn],
+        requires_replacement: bool,
     ):
         super().__init__(scope=scope, change_type=change_type)
         self.name = name
@@ -367,6 +370,7 @@ def __init__(
         self.properties = properties
         self.condition_reference = condition_reference
         self.depends_on = depends_on
+        self.requires_replacement = requires_replacement
 
 
 class NodeProperties(ChangeSetNode):
@@ -722,6 +726,30 @@ def _resolve_intrinsic_function_fn_if(self, arguments: ChangeSetEntity) -> Chang
         change_type = parent_change_type_of([node_condition, *arguments[1:]])
         return change_type
 
+    def _resolve_requires_replacement(
+        self, node_properties: NodeProperties, resource_type: TerminalValue
+    ) -> bool:
+        # a bit hacky but we have to load the resource provider executor _and_ resource provider to get the schema
+        # Note: we don't log the attempt to load the resource provider, we need to make sure this is only done once and we already do this in the executor
+        resource_provider = ResourceProviderExecutor.try_load_resource_provider(resource_type.value)
+        if not resource_provider:
+            # if we don't support a resource, assume an in-place update for simplicity
+            return False
+
+        create_only_properties: list[str] = resource_provider.SCHEMA.get("createOnlyProperties", [])
+        # TODO: also hacky: strip the leading `/properties/` string from the definition
+        #       ideally we should use a jsonpath or similar
+        create_only_properties = [
+            property.replace("/properties/", "", 1) for property in create_only_properties
+        ]
+        for node_property in node_properties.properties:
+            if (
+                node_property.change_type == ChangeType.MODIFIED
+                and node_property.name in create_only_properties
+            ):
+                return True
+        return False
+
     def _visit_array(
         self, scope: Scope, before_array: Maybe[list], after_array: Maybe[list]
     ) -> NodeArray:
@@ -917,6 +945,9 @@ def _visit_resource(
         change_type = change_type_of(
             before_resource, after_resource, [properties, condition_reference, depends_on]
         )
+        requires_replacement = self._resolve_requires_replacement(
+            node_properties=properties, resource_type=terminal_value_type
+        )
         node_resource = NodeResource(
             scope=scope,
             change_type=change_type,
@@ -925,6 +956,7 @@ def _visit_resource(
             properties=properties,
             condition_reference=condition_reference,
             depends_on=depends_on,
+            requires_replacement=requires_replacement,
         )
         self._visited_scopes[scope] = node_resource
         return node_resource
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_describer.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_describer.py
index b42bf22bb4113..ba722143aa461 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_describer.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_describer.py
@@ -4,6 +4,7 @@
 from typing import Final, Optional
 
 import localstack.aws.api.cloudformation as cfn_api
+from localstack.aws.api.cloudformation import Replacement
 from localstack.services.cloudformation.engine.v2.change_set_model import (
     NodeIntrinsicFunction,
     NodeProperty,
@@ -118,6 +119,8 @@ def _register_resource_change(
         physical_id: Optional[str],
         before_properties: Optional[PreprocProperties],
         after_properties: Optional[PreprocProperties],
+        # TODO: remove default
+        requires_replacement: bool = False,
     ) -> None:
         action = cfn_api.ChangeAction.Modify
         if before_properties is None:
@@ -131,14 +134,23 @@ def _register_resource_change(
         resource_change["ResourceType"] = type_
         if physical_id:
             resource_change["PhysicalResourceId"] = physical_id
-        if self._include_property_values and before_properties is not None:
-            before_context_properties = {PropertiesKey: before_properties.properties}
-            before_context_properties_json_str = json.dumps(before_context_properties)
-            resource_change["BeforeContext"] = before_context_properties_json_str
-        if self._include_property_values and after_properties is not None:
-            after_context_properties = {PropertiesKey: after_properties.properties}
-            after_context_properties_json_str = json.dumps(after_context_properties)
-            resource_change["AfterContext"] = after_context_properties_json_str
+        if self._include_property_values:
+            if before_properties is not None:
+                before_context_properties = {PropertiesKey: before_properties.properties}
+                before_context_properties_json_str = json.dumps(before_context_properties)
+                resource_change["BeforeContext"] = before_context_properties_json_str
+
+            if after_properties is not None:
+                after_context_properties = {PropertiesKey: after_properties.properties}
+                after_context_properties_json_str = json.dumps(after_context_properties)
+                resource_change["AfterContext"] = after_context_properties_json_str
+
+        if action == cfn_api.ChangeAction.Modify:
+            # TODO: handle "Conditional" case
+            resource_change["Replacement"] = (
+                Replacement.True_ if requires_replacement else Replacement.False_
+            )
+
         self._changes.append(
             cfn_api.Change(Type=cfn_api.ChangeType.Resource, ResourceChange=resource_change)
         )
@@ -159,6 +171,7 @@ def _describe_resource_change(
                     type_=before.resource_type,
                     before_properties=before.properties,
                     after_properties=after.properties,
+                    requires_replacement=after.requires_replacement,
                 )
             # Case: type migration.
             # TODO: Add test to assert that on type change the resources are replaced.
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py
index 310e531655233..7c771da8a7818 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py
@@ -3,7 +3,7 @@
 import uuid
 from dataclasses import dataclass
 from datetime import datetime, timezone
-from typing import Final, Optional
+from typing import Final, Optional, Protocol
 
 from localstack import config
 from localstack.aws.api.cloudformation import (
@@ -57,12 +57,17 @@ class ChangeSetModelExecutorResult:
     exports: dict
 
 
+class DeferredAction(Protocol):
+    def __call__(self) -> None: ...
+
+
 class ChangeSetModelExecutor(ChangeSetModelPreproc):
     # TODO: add typing for resolved resources and parameters.
     resources: Final[dict[str, ResolvedResource]]
     outputs: Final[dict]
     resolved_parameters: Final[dict]
     exports: Final[dict]
+    _deferred_actions: list[DeferredAction]
 
     def __init__(self, change_set: ChangeSet):
         super().__init__(change_set=change_set)
@@ -70,10 +75,25 @@ def __init__(self, change_set: ChangeSet):
         self.outputs = dict()
         self.resolved_parameters = dict()
         self.exports = dict()
+        self._deferred_actions = list()
+        self.resource_provider_executor = ResourceProviderExecutor(
+            stack_name=change_set.stack.stack_name,
+            stack_id=change_set.stack.stack_id,
+        )
 
-    # TODO: use a structured type for the return value
     def execute(self) -> ChangeSetModelExecutorResult:
+        # constructive process
         self.process()
+
+        if self._deferred_actions:
+            self._change_set.stack.set_stack_status(StackStatus.UPDATE_COMPLETE_CLEANUP_IN_PROGRESS)
+
+            # perform all deferred actions such as deletions. These must happen in reverse from their
+            # defined order so that resource dependencies are honoured
+            # TODO: errors will stop all rollbacks; get parity on this behaviour
+            for action in self._deferred_actions[::-1]:
+                action()
+
         return ChangeSetModelExecutorResult(
             resources=self.resources,
             parameters=self.resolved_parameters,
@@ -81,6 +101,9 @@ def execute(self) -> ChangeSetModelExecutorResult:
             exports=self.exports,
         )
 
+    def _defer_action(self, action: DeferredAction):
+        self._deferred_actions.append(action)
+
     def visit_node_parameter(self, node_parameter: NodeParameter) -> PreprocEntityDelta:
         delta = super().visit_node_parameter(node_parameter)
 
@@ -253,20 +276,55 @@ def _execute_resource_change(
                 before_properties = self._merge_before_properties(name, before)
 
                 self._process_event(ChangeAction.Modify, name, OperationStatus.IN_PROGRESS)
-                event = self._execute_resource_action(
-                    action=ChangeAction.Modify,
-                    logical_resource_id=name,
-                    resource_type=before.resource_type,
-                    before_properties=before_properties,
-                    after_properties=after.properties,
-                )
-                self._process_event(
-                    ChangeAction.Modify,
-                    name,
-                    event.status,
-                    reason=event.message,
-                    resource_type=before.resource_type,
-                )
+                if after.requires_replacement:
+                    event = self._execute_resource_action(
+                        action=ChangeAction.Add,
+                        logical_resource_id=name,
+                        resource_type=before.resource_type,
+                        before_properties=None,
+                        after_properties=after.properties,
+                    )
+                    self._process_event(
+                        ChangeAction.Modify,
+                        name,
+                        event.status,
+                        reason=event.message,
+                        resource_type=before.resource_type,
+                    )
+
+                    def cleanup():
+                        self._process_event(ChangeAction.Remove, name, OperationStatus.IN_PROGRESS)
+                        event = self._execute_resource_action(
+                            action=ChangeAction.Remove,
+                            logical_resource_id=name,
+                            resource_type=before.resource_type,
+                            before_properties=before_properties,
+                            after_properties=None,
+                        )
+                        self._process_event(
+                            ChangeAction.Remove,
+                            name,
+                            event.status,
+                            reason=event.message,
+                            resource_type=before.resource_type,
+                        )
+
+                    self._defer_action(cleanup)
+                else:
+                    event = self._execute_resource_action(
+                        action=ChangeAction.Modify,
+                        logical_resource_id=name,
+                        resource_type=before.resource_type,
+                        before_properties=before_properties,
+                        after_properties=after.properties,
+                    )
+                    self._process_event(
+                        ChangeAction.Modify,
+                        name,
+                        event.status,
+                        reason=event.message,
+                        resource_type=before.resource_type,
+                    )
             # Case: type migration.
             # TODO: Add test to assert that on type change the resources are replaced.
             else:
@@ -274,21 +332,24 @@ def _execute_resource_change(
                 before_properties = self._merge_before_properties(name, before)
                 # Register a Removed for the previous type.
 
-                event = self._execute_resource_action(
-                    action=ChangeAction.Remove,
-                    logical_resource_id=name,
-                    resource_type=before.resource_type,
-                    before_properties=before_properties,
-                    after_properties=None,
-                )
-                # Register a Create for the next type.
-                self._process_event(
-                    ChangeAction.Modify,
-                    name,
-                    event.status,
-                    reason=event.message,
-                    resource_type=before.resource_type,
-                )
+                def perform_deletion():
+                    event = self._execute_resource_action(
+                        action=ChangeAction.Remove,
+                        logical_resource_id=name,
+                        resource_type=before.resource_type,
+                        before_properties=before_properties,
+                        after_properties=None,
+                    )
+                    self._process_event(
+                        ChangeAction.Modify,
+                        name,
+                        event.status,
+                        reason=event.message,
+                        resource_type=before.resource_type,
+                    )
+
+                self._defer_action(perform_deletion)
+
                 event = self._execute_resource_action(
                     action=ChangeAction.Add,
                     logical_resource_id=name,
@@ -308,26 +369,30 @@ def _execute_resource_change(
             # XXX hacky, stick the previous resources' properties into the payload
             # XXX hacky, stick the previous resources' properties into the payload
             before_properties = self._merge_before_properties(name, before)
-            self._process_event(
-                ChangeAction.Remove,
-                name,
-                OperationStatus.IN_PROGRESS,
-                resource_type=before.resource_type,
-            )
-            event = self._execute_resource_action(
-                action=ChangeAction.Remove,
-                logical_resource_id=name,
-                resource_type=before.resource_type,
-                before_properties=before_properties,
-                after_properties=None,
-            )
-            self._process_event(
-                ChangeAction.Remove,
-                name,
-                event.status,
-                reason=event.message,
-                resource_type=before.resource_type,
-            )
+
+            def perform_deletion():
+                self._process_event(
+                    ChangeAction.Remove,
+                    name,
+                    OperationStatus.IN_PROGRESS,
+                    resource_type=before.resource_type,
+                )
+                event = self._execute_resource_action(
+                    action=ChangeAction.Remove,
+                    logical_resource_id=name,
+                    resource_type=before.resource_type,
+                    before_properties=before_properties,
+                    after_properties=None,
+                )
+                self._process_event(
+                    ChangeAction.Remove,
+                    name,
+                    event.status,
+                    reason=event.message,
+                    resource_type=before.resource_type,
+                )
+
+            self._defer_action(perform_deletion)
         elif not is_nothing(after):
             # Case: addition
             self._process_event(
@@ -371,9 +436,6 @@ def _execute_resource_action(
         after_properties: Optional[PreprocProperties],
     ) -> ProgressEvent:
         LOG.debug("Executing resource action: %s for resource '%s'", action, logical_resource_id)
-        resource_provider_executor = ResourceProviderExecutor(
-            stack_name=self._change_set.stack.stack_name, stack_id=self._change_set.stack.stack_id
-        )
         payload = self.create_resource_provider_payload(
             action=action,
             logical_resource_id=logical_resource_id,
@@ -381,13 +443,15 @@ def _execute_resource_action(
             before_properties=before_properties,
             after_properties=after_properties,
         )
-        resource_provider = resource_provider_executor.try_load_resource_provider(resource_type)
+        resource_provider = self.resource_provider_executor.try_load_resource_provider(
+            resource_type
+        )
         track_resource_operation(action, resource_type, missing=resource_provider is not None)
 
         extra_resource_properties = {}
         if resource_provider is not None:
             try:
-                event = resource_provider_executor.deploy_loop(
+                event = self.resource_provider_executor.deploy_loop(
                     resource_provider, extra_resource_properties, payload
                 )
             except Exception as e:
@@ -438,24 +502,26 @@ def _execute_resource_action(
                 # TODO: avoid the use of setdefault (debuggability/readability)
                 # TODO: review the use of merge
 
-                status_from_action = EventOperationFromAction[action.value]
-                physical_resource_id = (
-                    extra_resource_properties["PhysicalResourceId"]
-                    if resource_provider
-                    else MOCKED_REFERENCE
-                )
-                resolved_resource = ResolvedResource(
-                    Properties=event.resource_model,
-                    LogicalResourceId=logical_resource_id,
-                    Type=resource_type,
-                    LastUpdatedTimestamp=datetime.now(timezone.utc),
-                    ResourceStatus=ResourceStatus(f"{status_from_action}_COMPLETE"),
-                    PhysicalResourceId=physical_resource_id,
-                )
-                # TODO: do we actually need this line?
-                resolved_resource.update(extra_resource_properties)
-
-                self.resources[logical_resource_id] = resolved_resource
+                # Don't update the resolved resources if we have deleted that resource
+                if action != ChangeAction.Remove:
+                    status_from_action = EventOperationFromAction[action.value]
+                    physical_resource_id = (
+                        extra_resource_properties["PhysicalResourceId"]
+                        if resource_provider
+                        else MOCKED_REFERENCE
+                    )
+                    resolved_resource = ResolvedResource(
+                        Properties=event.resource_model,
+                        LogicalResourceId=logical_resource_id,
+                        Type=resource_type,
+                        LastUpdatedTimestamp=datetime.now(timezone.utc),
+                        ResourceStatus=ResourceStatus(f"{status_from_action}_COMPLETE"),
+                        PhysicalResourceId=physical_resource_id,
+                    )
+                    # TODO: do we actually need this line?
+                    resolved_resource.update(extra_resource_properties)
+
+                    self.resources[logical_resource_id] = resolved_resource
 
             case OperationStatus.FAILED:
                 reason = event.message
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
index 12916da0d0521..79739dcf47b8d 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
@@ -104,6 +104,7 @@ class PreprocResource:
     resource_type: str
     properties: PreprocProperties
     depends_on: Optional[list[str]]
+    requires_replacement: bool
 
     def __init__(
         self,
@@ -113,6 +114,7 @@ def __init__(
         resource_type: str,
         properties: PreprocProperties,
         depends_on: Optional[list[str]],
+        requires_replacement: bool,
     ):
         self.logical_id = logical_id
         self.physical_resource_id = physical_resource_id
@@ -120,6 +122,7 @@ def __init__(
         self.resource_type = resource_type
         self.properties = properties
         self.depends_on = depends_on
+        self.requires_replacement = requires_replacement
 
     @staticmethod
     def _compare_conditions(c1: bool, c2: bool):
@@ -1065,6 +1068,7 @@ def visit_node_resource(
                 resource_type=type_delta.before,
                 properties=properties_delta.before,
                 depends_on=depends_on_before,
+                requires_replacement=False,
             )
         if change_type != ChangeType.REMOVED and is_nothing(condition_after) or condition_after:
             logical_resource_id = node_resource.name
@@ -1081,6 +1085,7 @@ def visit_node_resource(
                 resource_type=type_delta.after,
                 properties=properties_delta.after,
                 depends_on=depends_on_after,
+                requires_replacement=node_resource.requires_replacement,
             )
         return PreprocEntityDelta(before=before, after=after)
 
diff --git a/localstack-core/localstack/services/cloudformation/resource_provider.py b/localstack-core/localstack/services/cloudformation/resource_provider.py
index 421ad8ecd2b30..366e3122ab006 100644
--- a/localstack-core/localstack/services/cloudformation/resource_provider.py
+++ b/localstack-core/localstack/services/cloudformation/resource_provider.py
@@ -465,15 +465,18 @@ def deploy_loop(
                             "A ResourceProvider should always have a SCHEMA property defined."
                         )
                     resource_type_schema = resource_provider.SCHEMA
-                    physical_resource_id = self.extract_physical_resource_id_from_model_with_schema(
-                        event.resource_model,
-                        raw_payload["resourceType"],
-                        resource_type_schema,
-                    )
+                    if raw_payload["action"] != "Remove":
+                        physical_resource_id = (
+                            self.extract_physical_resource_id_from_model_with_schema(
+                                event.resource_model,
+                                raw_payload["resourceType"],
+                                resource_type_schema,
+                            )
+                        )
 
-                    resource["PhysicalResourceId"] = physical_resource_id
-                    resource["Properties"] = event.resource_model
-                    resource["_last_deployed_state"] = copy.deepcopy(event.resource_model)
+                        resource["PhysicalResourceId"] = physical_resource_id
+                        resource["Properties"] = event.resource_model
+                        resource["_last_deployed_state"] = copy.deepcopy(event.resource_model)
                     return event
                 case OperationStatus.IN_PROGRESS:
                     # update the shared state
diff --git a/localstack-core/localstack/testing/pytest/cloudformation/fixtures.py b/localstack-core/localstack/testing/pytest/cloudformation/fixtures.py
index 912612ccdc423..2005eb0be1f2d 100644
--- a/localstack-core/localstack/testing/pytest/cloudformation/fixtures.py
+++ b/localstack-core/localstack/testing/pytest/cloudformation/fixtures.py
@@ -1,8 +1,9 @@
 import json
 from collections import defaultdict
-from typing import Callable, Optional, TypedDict
+from typing import Callable, Generator, Optional, TypedDict
 
 import pytest
+from botocore.exceptions import WaiterError
 
 from localstack.aws.api.cloudformation import DescribeChangeSetOutput, StackEvent
 from localstack.aws.connect import ServiceLevelClientFactory
@@ -32,23 +33,41 @@ def normalize_event(event: StackEvent) -> NormalizedEvent:
 
 
 @pytest.fixture
-def capture_per_resource_events(
-    aws_client: ServiceLevelClientFactory,
-) -> Callable[[str], PerResourceStackEvents]:
-    def capture(stack_name: str) -> dict:
+def capture_resource_state_changes(aws_client: ServiceLevelClientFactory):
+    def capture(stack_name: str) -> Generator[StackEvent, None, None]:
+        resource_states: dict[str, str] = {}
         events = aws_client.cloudformation.describe_stack_events(StackName=stack_name)[
             "StackEvents"
         ]
-        per_resource_events = defaultdict(list)
         for event in events:
             # TODO: not supported events
             if event.get("ResourceStatus") in {
                 "UPDATE_COMPLETE_CLEANUP_IN_PROGRESS",
-                "DELETE_IN_PROGRESS",
-                "DELETE_COMPLETE",
             }:
                 continue
 
+            resource = event["LogicalResourceId"]
+            status = event["ResourceStatus"]
+            if resource not in resource_states:
+                yield event
+                resource_states[resource] = status
+                continue
+
+            if status != resource_states[resource]:
+                yield event
+                resource_states[resource] = status
+
+    return capture
+
+
+@pytest.fixture
+def capture_per_resource_events(
+    capture_resource_state_changes,
+) -> Callable[[str], PerResourceStackEvents]:
+    def capture(stack_name: str) -> dict:
+        per_resource_events = defaultdict(list)
+        events = capture_resource_state_changes(stack_name)
+        for event in events:
             if logical_resource_id := event.get("LogicalResourceId"):
                 resource_name = (
                     logical_resource_id
@@ -108,7 +127,10 @@ def capture_update_process(aws_client_no_retry, cleanups, capture_per_resource_e
 
     def inner(
         snapshot, t1: dict | str, t2: dict | str, p1: dict | None = None, p2: dict | None = None
-    ):
+    ) -> str:
+        """
+        :return: stack id
+        """
         snapshot.add_transformer(snapshot.transform.cloudformation_api())
 
         if isinstance(t1, dict):
@@ -203,9 +225,15 @@ def inner(
         snapshot.match("create-change-set-2", change_set_details)
         stack_id = change_set_details["StackId"]
         change_set_id = change_set_details["Id"]
-        aws_client_no_retry.cloudformation.get_waiter("change_set_create_complete").wait(
-            ChangeSetName=change_set_id
-        )
+        try:
+            aws_client_no_retry.cloudformation.get_waiter("change_set_create_complete").wait(
+                ChangeSetName=change_set_id
+            )
+        except WaiterError as e:
+            desc = aws_client_no_retry.cloudformation.describe_change_set(
+                ChangeSetName=change_set_id
+            )
+            raise RuntimeError(f"Change set deployment failed: {desc}") from e
 
         describe_change_set_with_prop_values = (
             aws_client_no_retry.cloudformation.describe_change_set(
@@ -249,4 +277,6 @@ def inner(
         events = capture_per_resource_events(stack_id)
         snapshot.match("per-resource-events", events)
 
+        return stack_id
+
     yield inner
diff --git a/tests/aws/services/cloudformation/api/test_stacks.py b/tests/aws/services/cloudformation/api/test_stacks.py
index 81dd5e9d09868..b6199e804af7e 100644
--- a/tests/aws/services/cloudformation/api/test_stacks.py
+++ b/tests/aws/services/cloudformation/api/test_stacks.py
@@ -1,3 +1,4 @@
+import copy
 import json
 import os
 from collections import OrderedDict
@@ -812,7 +813,6 @@ def test_describe_stack_events_errors(aws_client, snapshot):
 TEMPLATE_ORDER_CASES = list(permutations(["A", "B", "C"]))
 
 
-@skip_if_v2_provider(reason="CFNV2:Other stack events")
 @markers.aws.validated
 @markers.snapshot.skip_snapshot_verify(
     paths=[
@@ -897,6 +897,89 @@ def test_stack_deploy_order(deploy_cfn_template, aws_client, snapshot, deploy_or
     snapshot.match("events", filtered_events)
 
 
+@skip_if_v1_provider(reason="Not supported with v1 provider")
+@markers.aws.validated
+@pytest.mark.parametrize(
+    "deletions",
+    [
+        pytest.param(["C"], id="C"),
+        pytest.param(["B", "C"], id="B-C"),
+        pytest.param(["A", "B", "C"], id="A-B-C"),
+    ],
+)
+@markers.snapshot.skip_snapshot_verify(
+    paths=[
+        "delete-describe.ChangeSetId",
+        "$..EnableTerminationProtection",
+        #
+        # Before/After Context
+        "$..Capabilities",
+        "$..NotificationARNs",
+        "$..IncludeNestedStacks",
+        "$..Scope",
+        "$..Details",
+        "$..Parameters",
+        "$..PolicyAction",
+        "$..PhysicalResourceId",
+        "$..Changes..ResourceChange.BeforeContext.Properties.Value",
+        "$..StackEvents..EventId",
+        "$..StackEvents..ResourceStatusReason",
+        "$..StackEvents..ResourceProperties.Value",
+        "all-events..EventId",
+    ]
+)
+def test_stack_deletion_order(
+    aws_client, capture_update_process, capture_resource_state_changes, snapshot, deletions
+):
+    t1 = {
+        "Resources": {
+            "Dummy": {
+                "Type": "AWS::SSM::Parameter",
+                "Properties": {
+                    "Type": "String",
+                    "Value": "dummy",
+                },
+            },
+            "A": {
+                "Type": "AWS::SSM::Parameter",
+                "Properties": {
+                    "Type": "String",
+                    "Value": "root",
+                },
+                "DependsOn": ["Dummy"],
+            },
+            "B": {
+                "Type": "AWS::SSM::Parameter",
+                "Properties": {
+                    "Type": "String",
+                    "Value": {
+                        "Ref": "A",
+                    },
+                },
+            },
+            "C": {
+                "Type": "AWS::SSM::Parameter",
+                "Properties": {
+                    "Type": "String",
+                    "Value": {
+                        "Ref": "B",
+                    },
+                },
+            },
+        }
+    }
+    t2 = copy.deepcopy(t1)
+    for deletion in deletions:
+        del t2["Resources"][deletion]
+
+    stack_id = capture_update_process(snapshot, t1, t2)
+
+    # since resource deployments are serializable, we can capture events and check parity with them
+    events = list(capture_resource_state_changes(stack_id))
+    to_snapshot = [(every["LogicalResourceId"], every["ResourceStatus"]) for every in events[::-1]]
+    snapshot.match("all-events", to_snapshot)
+
+
 @skip_if_v2_provider(reason="CFNV2:DescribeStack")
 @markers.snapshot.skip_snapshot_verify(
     paths=[
diff --git a/tests/aws/services/cloudformation/api/test_stacks.snapshot.json b/tests/aws/services/cloudformation/api/test_stacks.snapshot.json
index 56c4029670057..b91debe371197 100644
--- a/tests/aws/services/cloudformation/api/test_stacks.snapshot.json
+++ b/tests/aws/services/cloudformation/api/test_stacks.snapshot.json
@@ -2308,5 +2308,1766 @@
         }
       }
     }
+  },
+  "tests/aws/services/cloudformation/api/test_stacks.py::test_stack_deletion_order[C]": {
+    "recorded-date": "01-08-2025, 16:11:25",
+    "recorded-content": {
+      "create-change-set-1": {
+        "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-1-prop-values": {
+        "Capabilities": [],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "AfterContext": {
+                "Properties": {
+                  "Value": "root",
+                  "Type": "String"
+                }
+              },
+              "Details": [],
+              "LogicalResourceId": "A",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          },
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "AfterContext": {
+                "Properties": {
+                  "Value": "{{changeSet:KNOWN_AFTER_APPLY}}",
+                  "Type": "String"
+                }
+              },
+              "Details": [],
+              "LogicalResourceId": "B",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          },
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "AfterContext": {
+                "Properties": {
+                  "Value": "{{changeSet:KNOWN_AFTER_APPLY}}",
+                  "Type": "String"
+                }
+              },
+              "Details": [],
+              "LogicalResourceId": "C",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          },
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "AfterContext": {
+                "Properties": {
+                  "Value": "dummy",
+                  "Type": "String"
+                }
+              },
+              "Details": [],
+              "LogicalResourceId": "Dummy",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-1": {
+        "Capabilities": [],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "Details": [],
+              "LogicalResourceId": "A",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          },
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "Details": [],
+              "LogicalResourceId": "B",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          },
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "Details": [],
+              "LogicalResourceId": "C",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          },
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "Details": [],
+              "LogicalResourceId": "Dummy",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "execute-change-set-1": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "post-create-1-describe": {
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "CreationTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "EnableTerminationProtection": false,
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "CREATE_COMPLETE",
+        "Tags": []
+      },
+      "create-change-set-2": {
+        "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-2-prop-values": {
+        "Capabilities": [],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Remove",
+              "BeforeContext": {
+                "Properties": {
+                  "Value": "{{changeSet:KNOWN_AFTER_APPLY}}",
+                  "Type": "String"
+                }
+              },
+              "Details": [],
+              "LogicalResourceId": "C",
+              "PhysicalResourceId": "CFN-C-BzkgOdfSMyjL",
+              "PolicyAction": "Delete",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-2": {
+        "Capabilities": [],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Remove",
+              "Details": [],
+              "LogicalResourceId": "C",
+              "PhysicalResourceId": "CFN-C-BzkgOdfSMyjL",
+              "PolicyAction": "Delete",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "execute-change-set-2": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "post-create-2-describe": {
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "CreationTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "EnableTerminationProtection": false,
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "UPDATE_COMPLETE",
+        "Tags": []
+      },
+      "delete-describe": {
+        "CreationTime": "datetime",
+        "DeletionTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "DELETE_COMPLETE",
+        "Tags": []
+      },
+      "per-resource-events": {
+        "A": [
+          {
+            "LogicalResourceId": "A",
+            "PhysicalResourceId": "CFN-A-VcYe9926zdSX",
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "A",
+            "PhysicalResourceId": "CFN-A-VcYe9926zdSX",
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "A",
+            "PhysicalResourceId": "CFN-A-VcYe9926zdSX",
+            "ResourceStatus": "DELETE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "A",
+            "PhysicalResourceId": "CFN-A-VcYe9926zdSX",
+            "ResourceStatus": "DELETE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          }
+        ],
+        "B": [
+          {
+            "LogicalResourceId": "B",
+            "PhysicalResourceId": "CFN-B-4E7MEkwnP10J",
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "B",
+            "PhysicalResourceId": "CFN-B-4E7MEkwnP10J",
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "B",
+            "PhysicalResourceId": "CFN-B-4E7MEkwnP10J",
+            "ResourceStatus": "DELETE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "B",
+            "PhysicalResourceId": "CFN-B-4E7MEkwnP10J",
+            "ResourceStatus": "DELETE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          }
+        ],
+        "C": [
+          {
+            "LogicalResourceId": "C",
+            "PhysicalResourceId": "CFN-C-BzkgOdfSMyjL",
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "C",
+            "PhysicalResourceId": "CFN-C-BzkgOdfSMyjL",
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "C",
+            "PhysicalResourceId": "CFN-C-BzkgOdfSMyjL",
+            "ResourceStatus": "DELETE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "C",
+            "PhysicalResourceId": "CFN-C-BzkgOdfSMyjL",
+            "ResourceStatus": "DELETE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          }
+        ],
+        "Dummy": [
+          {
+            "LogicalResourceId": "Dummy",
+            "PhysicalResourceId": "CFN-Dummy-89p1ywocoTYF",
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Dummy",
+            "PhysicalResourceId": "CFN-Dummy-89p1ywocoTYF",
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Dummy",
+            "PhysicalResourceId": "CFN-Dummy-89p1ywocoTYF",
+            "ResourceStatus": "DELETE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Dummy",
+            "PhysicalResourceId": "CFN-Dummy-89p1ywocoTYF",
+            "ResourceStatus": "DELETE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          }
+        ],
+        "Stack": [
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "REVIEW_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "UPDATE_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "UPDATE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "DELETE_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "DELETE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          }
+        ]
+      },
+      "all-events": [
+        [
+          "<stack-name:1>",
+          "REVIEW_IN_PROGRESS"
+        ],
+        [
+          "<stack-name:1>",
+          "CREATE_IN_PROGRESS"
+        ],
+        [
+          "Dummy",
+          "CREATE_IN_PROGRESS"
+        ],
+        [
+          "Dummy",
+          "CREATE_COMPLETE"
+        ],
+        [
+          "A",
+          "CREATE_IN_PROGRESS"
+        ],
+        [
+          "A",
+          "CREATE_COMPLETE"
+        ],
+        [
+          "B",
+          "CREATE_IN_PROGRESS"
+        ],
+        [
+          "B",
+          "CREATE_COMPLETE"
+        ],
+        [
+          "C",
+          "CREATE_IN_PROGRESS"
+        ],
+        [
+          "C",
+          "CREATE_COMPLETE"
+        ],
+        [
+          "<stack-name:1>",
+          "CREATE_COMPLETE"
+        ],
+        [
+          "<stack-name:1>",
+          "UPDATE_IN_PROGRESS"
+        ],
+        [
+          "C",
+          "DELETE_IN_PROGRESS"
+        ],
+        [
+          "C",
+          "DELETE_COMPLETE"
+        ],
+        [
+          "<stack-name:1>",
+          "UPDATE_COMPLETE"
+        ],
+        [
+          "<stack-name:1>",
+          "DELETE_IN_PROGRESS"
+        ],
+        [
+          "B",
+          "DELETE_IN_PROGRESS"
+        ],
+        [
+          "B",
+          "DELETE_COMPLETE"
+        ],
+        [
+          "A",
+          "DELETE_IN_PROGRESS"
+        ],
+        [
+          "A",
+          "DELETE_COMPLETE"
+        ],
+        [
+          "Dummy",
+          "DELETE_IN_PROGRESS"
+        ],
+        [
+          "Dummy",
+          "DELETE_COMPLETE"
+        ],
+        [
+          "<stack-name:1>",
+          "DELETE_COMPLETE"
+        ]
+      ]
+    }
+  },
+  "tests/aws/services/cloudformation/api/test_stacks.py::test_stack_deletion_order[B-C]": {
+    "recorded-date": "01-08-2025, 16:11:54",
+    "recorded-content": {
+      "create-change-set-1": {
+        "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-1-prop-values": {
+        "Capabilities": [],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "AfterContext": {
+                "Properties": {
+                  "Value": "root",
+                  "Type": "String"
+                }
+              },
+              "Details": [],
+              "LogicalResourceId": "A",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          },
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "AfterContext": {
+                "Properties": {
+                  "Value": "{{changeSet:KNOWN_AFTER_APPLY}}",
+                  "Type": "String"
+                }
+              },
+              "Details": [],
+              "LogicalResourceId": "B",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          },
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "AfterContext": {
+                "Properties": {
+                  "Value": "{{changeSet:KNOWN_AFTER_APPLY}}",
+                  "Type": "String"
+                }
+              },
+              "Details": [],
+              "LogicalResourceId": "C",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          },
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "AfterContext": {
+                "Properties": {
+                  "Value": "dummy",
+                  "Type": "String"
+                }
+              },
+              "Details": [],
+              "LogicalResourceId": "Dummy",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-1": {
+        "Capabilities": [],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "Details": [],
+              "LogicalResourceId": "A",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          },
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "Details": [],
+              "LogicalResourceId": "B",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          },
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "Details": [],
+              "LogicalResourceId": "C",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          },
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "Details": [],
+              "LogicalResourceId": "Dummy",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "execute-change-set-1": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "post-create-1-describe": {
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "CreationTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "EnableTerminationProtection": false,
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "CREATE_COMPLETE",
+        "Tags": []
+      },
+      "create-change-set-2": {
+        "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-2-prop-values": {
+        "Capabilities": [],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Remove",
+              "BeforeContext": {
+                "Properties": {
+                  "Value": "{{changeSet:KNOWN_AFTER_APPLY}}",
+                  "Type": "String"
+                }
+              },
+              "Details": [],
+              "LogicalResourceId": "B",
+              "PhysicalResourceId": "CFN-B-cqwh82b6Ge6W",
+              "PolicyAction": "Delete",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          },
+          {
+            "ResourceChange": {
+              "Action": "Remove",
+              "BeforeContext": {
+                "Properties": {
+                  "Value": "{{changeSet:KNOWN_AFTER_APPLY}}",
+                  "Type": "String"
+                }
+              },
+              "Details": [],
+              "LogicalResourceId": "C",
+              "PhysicalResourceId": "CFN-C-RdurGWIjXPQz",
+              "PolicyAction": "Delete",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-2": {
+        "Capabilities": [],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Remove",
+              "Details": [],
+              "LogicalResourceId": "B",
+              "PhysicalResourceId": "CFN-B-cqwh82b6Ge6W",
+              "PolicyAction": "Delete",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          },
+          {
+            "ResourceChange": {
+              "Action": "Remove",
+              "Details": [],
+              "LogicalResourceId": "C",
+              "PhysicalResourceId": "CFN-C-RdurGWIjXPQz",
+              "PolicyAction": "Delete",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "execute-change-set-2": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "post-create-2-describe": {
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "CreationTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "EnableTerminationProtection": false,
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "UPDATE_COMPLETE",
+        "Tags": []
+      },
+      "delete-describe": {
+        "CreationTime": "datetime",
+        "DeletionTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "DELETE_COMPLETE",
+        "Tags": []
+      },
+      "per-resource-events": {
+        "A": [
+          {
+            "LogicalResourceId": "A",
+            "PhysicalResourceId": "CFN-A-VHDXP6O2wX1c",
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "A",
+            "PhysicalResourceId": "CFN-A-VHDXP6O2wX1c",
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "A",
+            "PhysicalResourceId": "CFN-A-VHDXP6O2wX1c",
+            "ResourceStatus": "DELETE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "A",
+            "PhysicalResourceId": "CFN-A-VHDXP6O2wX1c",
+            "ResourceStatus": "DELETE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          }
+        ],
+        "B": [
+          {
+            "LogicalResourceId": "B",
+            "PhysicalResourceId": "CFN-B-cqwh82b6Ge6W",
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "B",
+            "PhysicalResourceId": "CFN-B-cqwh82b6Ge6W",
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "B",
+            "PhysicalResourceId": "CFN-B-cqwh82b6Ge6W",
+            "ResourceStatus": "DELETE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "B",
+            "PhysicalResourceId": "CFN-B-cqwh82b6Ge6W",
+            "ResourceStatus": "DELETE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          }
+        ],
+        "C": [
+          {
+            "LogicalResourceId": "C",
+            "PhysicalResourceId": "CFN-C-RdurGWIjXPQz",
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "C",
+            "PhysicalResourceId": "CFN-C-RdurGWIjXPQz",
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "C",
+            "PhysicalResourceId": "CFN-C-RdurGWIjXPQz",
+            "ResourceStatus": "DELETE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "C",
+            "PhysicalResourceId": "CFN-C-RdurGWIjXPQz",
+            "ResourceStatus": "DELETE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          }
+        ],
+        "Dummy": [
+          {
+            "LogicalResourceId": "Dummy",
+            "PhysicalResourceId": "CFN-Dummy-jNZLIqoRVObD",
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Dummy",
+            "PhysicalResourceId": "CFN-Dummy-jNZLIqoRVObD",
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Dummy",
+            "PhysicalResourceId": "CFN-Dummy-jNZLIqoRVObD",
+            "ResourceStatus": "DELETE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Dummy",
+            "PhysicalResourceId": "CFN-Dummy-jNZLIqoRVObD",
+            "ResourceStatus": "DELETE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          }
+        ],
+        "Stack": [
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "REVIEW_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "UPDATE_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "UPDATE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "DELETE_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "DELETE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          }
+        ]
+      },
+      "all-events": [
+        [
+          "<stack-name:1>",
+          "REVIEW_IN_PROGRESS"
+        ],
+        [
+          "<stack-name:1>",
+          "CREATE_IN_PROGRESS"
+        ],
+        [
+          "Dummy",
+          "CREATE_IN_PROGRESS"
+        ],
+        [
+          "Dummy",
+          "CREATE_COMPLETE"
+        ],
+        [
+          "A",
+          "CREATE_IN_PROGRESS"
+        ],
+        [
+          "A",
+          "CREATE_COMPLETE"
+        ],
+        [
+          "B",
+          "CREATE_IN_PROGRESS"
+        ],
+        [
+          "B",
+          "CREATE_COMPLETE"
+        ],
+        [
+          "C",
+          "CREATE_IN_PROGRESS"
+        ],
+        [
+          "C",
+          "CREATE_COMPLETE"
+        ],
+        [
+          "<stack-name:1>",
+          "CREATE_COMPLETE"
+        ],
+        [
+          "<stack-name:1>",
+          "UPDATE_IN_PROGRESS"
+        ],
+        [
+          "C",
+          "DELETE_IN_PROGRESS"
+        ],
+        [
+          "C",
+          "DELETE_COMPLETE"
+        ],
+        [
+          "B",
+          "DELETE_IN_PROGRESS"
+        ],
+        [
+          "B",
+          "DELETE_COMPLETE"
+        ],
+        [
+          "<stack-name:1>",
+          "UPDATE_COMPLETE"
+        ],
+        [
+          "<stack-name:1>",
+          "DELETE_IN_PROGRESS"
+        ],
+        [
+          "A",
+          "DELETE_IN_PROGRESS"
+        ],
+        [
+          "A",
+          "DELETE_COMPLETE"
+        ],
+        [
+          "Dummy",
+          "DELETE_IN_PROGRESS"
+        ],
+        [
+          "Dummy",
+          "DELETE_COMPLETE"
+        ],
+        [
+          "<stack-name:1>",
+          "DELETE_COMPLETE"
+        ]
+      ]
+    }
+  },
+  "tests/aws/services/cloudformation/api/test_stacks.py::test_stack_deletion_order[A-B-C]": {
+    "recorded-date": "01-08-2025, 16:12:23",
+    "recorded-content": {
+      "create-change-set-1": {
+        "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-1-prop-values": {
+        "Capabilities": [],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "AfterContext": {
+                "Properties": {
+                  "Value": "root",
+                  "Type": "String"
+                }
+              },
+              "Details": [],
+              "LogicalResourceId": "A",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          },
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "AfterContext": {
+                "Properties": {
+                  "Value": "{{changeSet:KNOWN_AFTER_APPLY}}",
+                  "Type": "String"
+                }
+              },
+              "Details": [],
+              "LogicalResourceId": "B",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          },
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "AfterContext": {
+                "Properties": {
+                  "Value": "{{changeSet:KNOWN_AFTER_APPLY}}",
+                  "Type": "String"
+                }
+              },
+              "Details": [],
+              "LogicalResourceId": "C",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          },
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "AfterContext": {
+                "Properties": {
+                  "Value": "dummy",
+                  "Type": "String"
+                }
+              },
+              "Details": [],
+              "LogicalResourceId": "Dummy",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-1": {
+        "Capabilities": [],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "Details": [],
+              "LogicalResourceId": "A",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          },
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "Details": [],
+              "LogicalResourceId": "B",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          },
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "Details": [],
+              "LogicalResourceId": "C",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          },
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "Details": [],
+              "LogicalResourceId": "Dummy",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "execute-change-set-1": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "post-create-1-describe": {
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "CreationTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "EnableTerminationProtection": false,
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "CREATE_COMPLETE",
+        "Tags": []
+      },
+      "create-change-set-2": {
+        "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-2-prop-values": {
+        "Capabilities": [],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Remove",
+              "BeforeContext": {
+                "Properties": {
+                  "Value": "root",
+                  "Type": "String"
+                }
+              },
+              "Details": [],
+              "LogicalResourceId": "A",
+              "PhysicalResourceId": "CFN-A-Kdps7TfbhFx5",
+              "PolicyAction": "Delete",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          },
+          {
+            "ResourceChange": {
+              "Action": "Remove",
+              "BeforeContext": {
+                "Properties": {
+                  "Value": "{{changeSet:KNOWN_AFTER_APPLY}}",
+                  "Type": "String"
+                }
+              },
+              "Details": [],
+              "LogicalResourceId": "B",
+              "PhysicalResourceId": "CFN-B-1rCsPWv4xQPK",
+              "PolicyAction": "Delete",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          },
+          {
+            "ResourceChange": {
+              "Action": "Remove",
+              "BeforeContext": {
+                "Properties": {
+                  "Value": "{{changeSet:KNOWN_AFTER_APPLY}}",
+                  "Type": "String"
+                }
+              },
+              "Details": [],
+              "LogicalResourceId": "C",
+              "PhysicalResourceId": "CFN-C-MlTnjhK28Wet",
+              "PolicyAction": "Delete",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-2": {
+        "Capabilities": [],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Remove",
+              "Details": [],
+              "LogicalResourceId": "A",
+              "PhysicalResourceId": "CFN-A-Kdps7TfbhFx5",
+              "PolicyAction": "Delete",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          },
+          {
+            "ResourceChange": {
+              "Action": "Remove",
+              "Details": [],
+              "LogicalResourceId": "B",
+              "PhysicalResourceId": "CFN-B-1rCsPWv4xQPK",
+              "PolicyAction": "Delete",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          },
+          {
+            "ResourceChange": {
+              "Action": "Remove",
+              "Details": [],
+              "LogicalResourceId": "C",
+              "PhysicalResourceId": "CFN-C-MlTnjhK28Wet",
+              "PolicyAction": "Delete",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "execute-change-set-2": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "post-create-2-describe": {
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "CreationTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "EnableTerminationProtection": false,
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "UPDATE_COMPLETE",
+        "Tags": []
+      },
+      "delete-describe": {
+        "CreationTime": "datetime",
+        "DeletionTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "DELETE_COMPLETE",
+        "Tags": []
+      },
+      "per-resource-events": {
+        "A": [
+          {
+            "LogicalResourceId": "A",
+            "PhysicalResourceId": "CFN-A-Kdps7TfbhFx5",
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "A",
+            "PhysicalResourceId": "CFN-A-Kdps7TfbhFx5",
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "A",
+            "PhysicalResourceId": "CFN-A-Kdps7TfbhFx5",
+            "ResourceStatus": "DELETE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "A",
+            "PhysicalResourceId": "CFN-A-Kdps7TfbhFx5",
+            "ResourceStatus": "DELETE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          }
+        ],
+        "B": [
+          {
+            "LogicalResourceId": "B",
+            "PhysicalResourceId": "CFN-B-1rCsPWv4xQPK",
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "B",
+            "PhysicalResourceId": "CFN-B-1rCsPWv4xQPK",
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "B",
+            "PhysicalResourceId": "CFN-B-1rCsPWv4xQPK",
+            "ResourceStatus": "DELETE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "B",
+            "PhysicalResourceId": "CFN-B-1rCsPWv4xQPK",
+            "ResourceStatus": "DELETE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          }
+        ],
+        "C": [
+          {
+            "LogicalResourceId": "C",
+            "PhysicalResourceId": "CFN-C-MlTnjhK28Wet",
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "C",
+            "PhysicalResourceId": "CFN-C-MlTnjhK28Wet",
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "C",
+            "PhysicalResourceId": "CFN-C-MlTnjhK28Wet",
+            "ResourceStatus": "DELETE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "C",
+            "PhysicalResourceId": "CFN-C-MlTnjhK28Wet",
+            "ResourceStatus": "DELETE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          }
+        ],
+        "Dummy": [
+          {
+            "LogicalResourceId": "Dummy",
+            "PhysicalResourceId": "CFN-Dummy-Gw0J4gFI8T7M",
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Dummy",
+            "PhysicalResourceId": "CFN-Dummy-Gw0J4gFI8T7M",
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Dummy",
+            "PhysicalResourceId": "CFN-Dummy-Gw0J4gFI8T7M",
+            "ResourceStatus": "DELETE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Dummy",
+            "PhysicalResourceId": "CFN-Dummy-Gw0J4gFI8T7M",
+            "ResourceStatus": "DELETE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          }
+        ],
+        "Stack": [
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "REVIEW_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "UPDATE_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "UPDATE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "DELETE_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "DELETE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          }
+        ]
+      },
+      "all-events": [
+        [
+          "<stack-name:1>",
+          "REVIEW_IN_PROGRESS"
+        ],
+        [
+          "<stack-name:1>",
+          "CREATE_IN_PROGRESS"
+        ],
+        [
+          "Dummy",
+          "CREATE_IN_PROGRESS"
+        ],
+        [
+          "Dummy",
+          "CREATE_COMPLETE"
+        ],
+        [
+          "A",
+          "CREATE_IN_PROGRESS"
+        ],
+        [
+          "A",
+          "CREATE_COMPLETE"
+        ],
+        [
+          "B",
+          "CREATE_IN_PROGRESS"
+        ],
+        [
+          "B",
+          "CREATE_COMPLETE"
+        ],
+        [
+          "C",
+          "CREATE_IN_PROGRESS"
+        ],
+        [
+          "C",
+          "CREATE_COMPLETE"
+        ],
+        [
+          "<stack-name:1>",
+          "CREATE_COMPLETE"
+        ],
+        [
+          "<stack-name:1>",
+          "UPDATE_IN_PROGRESS"
+        ],
+        [
+          "C",
+          "DELETE_IN_PROGRESS"
+        ],
+        [
+          "C",
+          "DELETE_COMPLETE"
+        ],
+        [
+          "B",
+          "DELETE_IN_PROGRESS"
+        ],
+        [
+          "B",
+          "DELETE_COMPLETE"
+        ],
+        [
+          "A",
+          "DELETE_IN_PROGRESS"
+        ],
+        [
+          "A",
+          "DELETE_COMPLETE"
+        ],
+        [
+          "<stack-name:1>",
+          "UPDATE_COMPLETE"
+        ],
+        [
+          "<stack-name:1>",
+          "DELETE_IN_PROGRESS"
+        ],
+        [
+          "Dummy",
+          "DELETE_IN_PROGRESS"
+        ],
+        [
+          "Dummy",
+          "DELETE_COMPLETE"
+        ],
+        [
+          "<stack-name:1>",
+          "DELETE_COMPLETE"
+        ]
+      ]
+    }
   }
 }
diff --git a/tests/aws/services/cloudformation/api/test_stacks.validation.json b/tests/aws/services/cloudformation/api/test_stacks.validation.json
index c17a5ecf8070f..769906f50eda9 100644
--- a/tests/aws/services/cloudformation/api/test_stacks.validation.json
+++ b/tests/aws/services/cloudformation/api/test_stacks.validation.json
@@ -80,6 +80,33 @@
       "total": 0.62
     }
   },
+  "tests/aws/services/cloudformation/api/test_stacks.py::test_stack_deletion_order[A-B-C]": {
+    "last_validated_date": "2025-08-01T16:12:23+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 28.8,
+      "teardown": 0.17,
+      "total": 28.97
+    }
+  },
+  "tests/aws/services/cloudformation/api/test_stacks.py::test_stack_deletion_order[B-C]": {
+    "last_validated_date": "2025-08-01T16:11:54+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 28.69,
+      "teardown": 0.13,
+      "total": 28.82
+    }
+  },
+  "tests/aws/services/cloudformation/api/test_stacks.py::test_stack_deletion_order[C]": {
+    "last_validated_date": "2025-08-01T16:11:25+00:00",
+    "durations_in_seconds": {
+      "setup": 1.17,
+      "call": 31.29,
+      "teardown": 0.13,
+      "total": 32.59
+    }
+  },
   "tests/aws/services/cloudformation/api/test_stacks.py::test_stack_deploy_order2": {
     "last_validated_date": "2024-05-21T09:48:14+00:00"
   },
diff --git a/tests/aws/services/cloudformation/test_change_sets.py b/tests/aws/services/cloudformation/test_change_sets.py
index 738c87638786c..b3c6e29013d10 100644
--- a/tests/aws/services/cloudformation/test_change_sets.py
+++ b/tests/aws/services/cloudformation/test_change_sets.py
@@ -22,7 +22,6 @@
         "$..Scope",
         "$..Details",
         "$..Parameters",
-        "$..Replacement",
         "$..PolicyAction",
         "$..PhysicalResourceId",
     ]
diff --git a/tests/aws/services/cloudformation/test_change_sets.snapshot.json b/tests/aws/services/cloudformation/test_change_sets.snapshot.json
index bd800f3bebfb0..9ac113fb52df7 100644
--- a/tests/aws/services/cloudformation/test_change_sets.snapshot.json
+++ b/tests/aws/services/cloudformation/test_change_sets.snapshot.json
@@ -95,7 +95,7 @@
     }
   },
   "tests/aws/services/cloudformation/test_change_sets.py::TestCaptureUpdateProcess::test_direct_update": {
-    "recorded-date": "18-06-2025, 19:04:55",
+    "recorded-date": "05-08-2025, 14:15:57",
     "recorded-content": {
       "create-change-set-1": {
         "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
@@ -341,7 +341,7 @@
         "Foo": [
           {
             "LogicalResourceId": "Foo",
-            "PhysicalResourceId": "",
+            "PhysicalResourceId": "arn:<partition>:sns:<region>:111111111111:topic-1",
             "ResourceStatus": "CREATE_IN_PROGRESS",
             "ResourceType": "AWS::SNS::Topic",
             "Timestamp": "timestamp"
@@ -355,7 +355,7 @@
           },
           {
             "LogicalResourceId": "Foo",
-            "PhysicalResourceId": "arn:<partition>:sns:<region>:111111111111:topic-1",
+            "PhysicalResourceId": "arn:<partition>:sns:<region>:111111111111:topic-2",
             "ResourceStatus": "UPDATE_IN_PROGRESS",
             "ResourceType": "AWS::SNS::Topic",
             "Timestamp": "timestamp"
@@ -366,6 +366,34 @@
             "ResourceStatus": "UPDATE_COMPLETE",
             "ResourceType": "AWS::SNS::Topic",
             "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Foo",
+            "PhysicalResourceId": "arn:<partition>:sns:<region>:111111111111:topic-1",
+            "ResourceStatus": "DELETE_IN_PROGRESS",
+            "ResourceType": "AWS::SNS::Topic",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Foo",
+            "PhysicalResourceId": "arn:<partition>:sns:<region>:111111111111:topic-1",
+            "ResourceStatus": "DELETE_COMPLETE",
+            "ResourceType": "AWS::SNS::Topic",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Foo",
+            "PhysicalResourceId": "arn:<partition>:sns:<region>:111111111111:topic-2",
+            "ResourceStatus": "DELETE_IN_PROGRESS",
+            "ResourceType": "AWS::SNS::Topic",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Foo",
+            "PhysicalResourceId": "arn:<partition>:sns:<region>:111111111111:topic-2",
+            "ResourceStatus": "DELETE_COMPLETE",
+            "ResourceType": "AWS::SNS::Topic",
+            "Timestamp": "timestamp"
           }
         ],
         "Stack": [
@@ -403,13 +431,27 @@
             "ResourceStatus": "UPDATE_COMPLETE",
             "ResourceType": "AWS::CloudFormation::Stack",
             "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "DELETE_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "DELETE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
           }
         ]
       }
     }
   },
   "tests/aws/services/cloudformation/test_change_sets.py::TestCaptureUpdateProcess::test_dynamic_update": {
-    "recorded-date": "18-06-2025, 19:06:59",
+    "recorded-date": "05-08-2025, 14:17:58",
     "recorded-content": {
       "create-change-set-1": {
         "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
@@ -599,9 +641,8 @@
               },
               "Details": [
                 {
-                  "CausingEntity": "Foo.TopicName",
-                  "ChangeSource": "ResourceAttribute",
-                  "Evaluation": "Static",
+                  "ChangeSource": "DirectModification",
+                  "Evaluation": "Dynamic",
                   "Target": {
                     "AfterValue": "{{changeSet:KNOWN_AFTER_APPLY}}",
                     "Attribute": "Properties",
@@ -613,8 +654,9 @@
                   }
                 },
                 {
-                  "ChangeSource": "DirectModification",
-                  "Evaluation": "Dynamic",
+                  "CausingEntity": "Foo.TopicName",
+                  "ChangeSource": "ResourceAttribute",
+                  "Evaluation": "Static",
                   "Target": {
                     "AfterValue": "{{changeSet:KNOWN_AFTER_APPLY}}",
                     "Attribute": "Properties",
@@ -627,7 +669,7 @@
                 }
               ],
               "LogicalResourceId": "Parameter",
-              "PhysicalResourceId": "CFN-Parameter-OkuGHMW4ltfZ",
+              "PhysicalResourceId": "CFN-Parameter-gE4nEU6CQEj9",
               "Replacement": "False",
               "ResourceType": "AWS::SSM::Parameter",
               "Scope": [
@@ -696,7 +738,7 @@
                 }
               ],
               "LogicalResourceId": "Parameter",
-              "PhysicalResourceId": "CFN-Parameter-OkuGHMW4ltfZ",
+              "PhysicalResourceId": "CFN-Parameter-gE4nEU6CQEj9",
               "Replacement": "False",
               "ResourceType": "AWS::SSM::Parameter",
               "Scope": [
@@ -760,7 +802,7 @@
         "Foo": [
           {
             "LogicalResourceId": "Foo",
-            "PhysicalResourceId": "",
+            "PhysicalResourceId": "arn:<partition>:sns:<region>:111111111111:topic-1",
             "ResourceStatus": "CREATE_IN_PROGRESS",
             "ResourceType": "AWS::SNS::Topic",
             "Timestamp": "timestamp"
@@ -774,7 +816,7 @@
           },
           {
             "LogicalResourceId": "Foo",
-            "PhysicalResourceId": "arn:<partition>:sns:<region>:111111111111:topic-1",
+            "PhysicalResourceId": "arn:<partition>:sns:<region>:111111111111:topic-2",
             "ResourceStatus": "UPDATE_IN_PROGRESS",
             "ResourceType": "AWS::SNS::Topic",
             "Timestamp": "timestamp"
@@ -785,36 +827,78 @@
             "ResourceStatus": "UPDATE_COMPLETE",
             "ResourceType": "AWS::SNS::Topic",
             "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Foo",
+            "PhysicalResourceId": "arn:<partition>:sns:<region>:111111111111:topic-1",
+            "ResourceStatus": "DELETE_IN_PROGRESS",
+            "ResourceType": "AWS::SNS::Topic",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Foo",
+            "PhysicalResourceId": "arn:<partition>:sns:<region>:111111111111:topic-1",
+            "ResourceStatus": "DELETE_COMPLETE",
+            "ResourceType": "AWS::SNS::Topic",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Foo",
+            "PhysicalResourceId": "arn:<partition>:sns:<region>:111111111111:topic-2",
+            "ResourceStatus": "DELETE_IN_PROGRESS",
+            "ResourceType": "AWS::SNS::Topic",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Foo",
+            "PhysicalResourceId": "arn:<partition>:sns:<region>:111111111111:topic-2",
+            "ResourceStatus": "DELETE_COMPLETE",
+            "ResourceType": "AWS::SNS::Topic",
+            "Timestamp": "timestamp"
           }
         ],
         "Parameter": [
           {
             "LogicalResourceId": "Parameter",
-            "PhysicalResourceId": "",
+            "PhysicalResourceId": "CFN-Parameter-gE4nEU6CQEj9",
             "ResourceStatus": "CREATE_IN_PROGRESS",
             "ResourceType": "AWS::SSM::Parameter",
             "Timestamp": "timestamp"
           },
           {
             "LogicalResourceId": "Parameter",
-            "PhysicalResourceId": "CFN-Parameter-OkuGHMW4ltfZ",
+            "PhysicalResourceId": "CFN-Parameter-gE4nEU6CQEj9",
             "ResourceStatus": "CREATE_COMPLETE",
             "ResourceType": "AWS::SSM::Parameter",
             "Timestamp": "timestamp"
           },
           {
             "LogicalResourceId": "Parameter",
-            "PhysicalResourceId": "CFN-Parameter-OkuGHMW4ltfZ",
+            "PhysicalResourceId": "CFN-Parameter-gE4nEU6CQEj9",
             "ResourceStatus": "UPDATE_IN_PROGRESS",
             "ResourceType": "AWS::SSM::Parameter",
             "Timestamp": "timestamp"
           },
           {
             "LogicalResourceId": "Parameter",
-            "PhysicalResourceId": "CFN-Parameter-OkuGHMW4ltfZ",
+            "PhysicalResourceId": "CFN-Parameter-gE4nEU6CQEj9",
             "ResourceStatus": "UPDATE_COMPLETE",
             "ResourceType": "AWS::SSM::Parameter",
             "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "CFN-Parameter-gE4nEU6CQEj9",
+            "ResourceStatus": "DELETE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "CFN-Parameter-gE4nEU6CQEj9",
+            "ResourceStatus": "DELETE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
           }
         ],
         "Stack": [
@@ -852,13 +936,27 @@
             "ResourceStatus": "UPDATE_COMPLETE",
             "ResourceType": "AWS::CloudFormation::Stack",
             "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "DELETE_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "DELETE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
           }
         ]
       }
     }
   },
   "tests/aws/services/cloudformation/test_change_sets.py::TestCaptureUpdateProcess::test_parameter_changes": {
-    "recorded-date": "18-06-2025, 19:09:04",
+    "recorded-date": "05-08-2025, 14:20:03",
     "recorded-content": {
       "create-change-set-1": {
         "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
@@ -1080,9 +1178,8 @@
               },
               "Details": [
                 {
-                  "CausingEntity": "Foo.TopicName",
-                  "ChangeSource": "ResourceAttribute",
-                  "Evaluation": "Static",
+                  "ChangeSource": "DirectModification",
+                  "Evaluation": "Dynamic",
                   "Target": {
                     "AfterValue": "{{changeSet:KNOWN_AFTER_APPLY}}",
                     "Attribute": "Properties",
@@ -1094,8 +1191,9 @@
                   }
                 },
                 {
-                  "ChangeSource": "DirectModification",
-                  "Evaluation": "Dynamic",
+                  "CausingEntity": "Foo.TopicName",
+                  "ChangeSource": "ResourceAttribute",
+                  "Evaluation": "Static",
                   "Target": {
                     "AfterValue": "{{changeSet:KNOWN_AFTER_APPLY}}",
                     "Attribute": "Properties",
@@ -1108,7 +1206,7 @@
                 }
               ],
               "LogicalResourceId": "Parameter",
-              "PhysicalResourceId": "CFN-Parameter-lZ25tyPMdFIo",
+              "PhysicalResourceId": "CFN-Parameter-gTdrbz5CtU3q",
               "Replacement": "False",
               "ResourceType": "AWS::SSM::Parameter",
               "Scope": [
@@ -1193,7 +1291,7 @@
                 }
               ],
               "LogicalResourceId": "Parameter",
-              "PhysicalResourceId": "CFN-Parameter-lZ25tyPMdFIo",
+              "PhysicalResourceId": "CFN-Parameter-gTdrbz5CtU3q",
               "Replacement": "False",
               "ResourceType": "AWS::SSM::Parameter",
               "Scope": [
@@ -1275,7 +1373,7 @@
         "Foo": [
           {
             "LogicalResourceId": "Foo",
-            "PhysicalResourceId": "",
+            "PhysicalResourceId": "arn:<partition>:sns:<region>:111111111111:topic-1",
             "ResourceStatus": "CREATE_IN_PROGRESS",
             "ResourceType": "AWS::SNS::Topic",
             "Timestamp": "timestamp"
@@ -1289,7 +1387,7 @@
           },
           {
             "LogicalResourceId": "Foo",
-            "PhysicalResourceId": "arn:<partition>:sns:<region>:111111111111:topic-1",
+            "PhysicalResourceId": "arn:<partition>:sns:<region>:111111111111:topic-2",
             "ResourceStatus": "UPDATE_IN_PROGRESS",
             "ResourceType": "AWS::SNS::Topic",
             "Timestamp": "timestamp"
@@ -1300,36 +1398,78 @@
             "ResourceStatus": "UPDATE_COMPLETE",
             "ResourceType": "AWS::SNS::Topic",
             "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Foo",
+            "PhysicalResourceId": "arn:<partition>:sns:<region>:111111111111:topic-1",
+            "ResourceStatus": "DELETE_IN_PROGRESS",
+            "ResourceType": "AWS::SNS::Topic",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Foo",
+            "PhysicalResourceId": "arn:<partition>:sns:<region>:111111111111:topic-1",
+            "ResourceStatus": "DELETE_COMPLETE",
+            "ResourceType": "AWS::SNS::Topic",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Foo",
+            "PhysicalResourceId": "arn:<partition>:sns:<region>:111111111111:topic-2",
+            "ResourceStatus": "DELETE_IN_PROGRESS",
+            "ResourceType": "AWS::SNS::Topic",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Foo",
+            "PhysicalResourceId": "arn:<partition>:sns:<region>:111111111111:topic-2",
+            "ResourceStatus": "DELETE_COMPLETE",
+            "ResourceType": "AWS::SNS::Topic",
+            "Timestamp": "timestamp"
           }
         ],
         "Parameter": [
           {
             "LogicalResourceId": "Parameter",
-            "PhysicalResourceId": "",
+            "PhysicalResourceId": "CFN-Parameter-gTdrbz5CtU3q",
             "ResourceStatus": "CREATE_IN_PROGRESS",
             "ResourceType": "AWS::SSM::Parameter",
             "Timestamp": "timestamp"
           },
           {
             "LogicalResourceId": "Parameter",
-            "PhysicalResourceId": "CFN-Parameter-lZ25tyPMdFIo",
+            "PhysicalResourceId": "CFN-Parameter-gTdrbz5CtU3q",
             "ResourceStatus": "CREATE_COMPLETE",
             "ResourceType": "AWS::SSM::Parameter",
             "Timestamp": "timestamp"
           },
           {
             "LogicalResourceId": "Parameter",
-            "PhysicalResourceId": "CFN-Parameter-lZ25tyPMdFIo",
+            "PhysicalResourceId": "CFN-Parameter-gTdrbz5CtU3q",
             "ResourceStatus": "UPDATE_IN_PROGRESS",
             "ResourceType": "AWS::SSM::Parameter",
             "Timestamp": "timestamp"
           },
           {
             "LogicalResourceId": "Parameter",
-            "PhysicalResourceId": "CFN-Parameter-lZ25tyPMdFIo",
+            "PhysicalResourceId": "CFN-Parameter-gTdrbz5CtU3q",
             "ResourceStatus": "UPDATE_COMPLETE",
             "ResourceType": "AWS::SSM::Parameter",
             "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "CFN-Parameter-gTdrbz5CtU3q",
+            "ResourceStatus": "DELETE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "CFN-Parameter-gTdrbz5CtU3q",
+            "ResourceStatus": "DELETE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
           }
         ],
         "Stack": [
@@ -1367,13 +1507,27 @@
             "ResourceStatus": "UPDATE_COMPLETE",
             "ResourceType": "AWS::CloudFormation::Stack",
             "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "DELETE_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "DELETE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
           }
         ]
       }
     }
   },
   "tests/aws/services/cloudformation/test_change_sets.py::TestCaptureUpdateProcess::test_mappings_with_static_fields": {
-    "recorded-date": "18-06-2025, 19:11:09",
+    "recorded-date": "05-08-2025, 14:22:08",
     "recorded-content": {
       "create-change-set-1": {
         "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
@@ -1563,8 +1717,9 @@
               },
               "Details": [
                 {
-                  "ChangeSource": "DirectModification",
-                  "Evaluation": "Dynamic",
+                  "CausingEntity": "Foo.TopicName",
+                  "ChangeSource": "ResourceAttribute",
+                  "Evaluation": "Static",
                   "Target": {
                     "AfterValue": "{{changeSet:KNOWN_AFTER_APPLY}}",
                     "Attribute": "Properties",
@@ -1576,9 +1731,8 @@
                   }
                 },
                 {
-                  "CausingEntity": "Foo.TopicName",
-                  "ChangeSource": "ResourceAttribute",
-                  "Evaluation": "Static",
+                  "ChangeSource": "DirectModification",
+                  "Evaluation": "Dynamic",
                   "Target": {
                     "AfterValue": "{{changeSet:KNOWN_AFTER_APPLY}}",
                     "Attribute": "Properties",
@@ -1591,7 +1745,7 @@
                 }
               ],
               "LogicalResourceId": "Parameter",
-              "PhysicalResourceId": "CFN-Parameter-QY7XaFoB4kQc",
+              "PhysicalResourceId": "CFN-Parameter-tSeCu89dWGbq",
               "Replacement": "False",
               "ResourceType": "AWS::SSM::Parameter",
               "Scope": [
@@ -1660,7 +1814,7 @@
                 }
               ],
               "LogicalResourceId": "Parameter",
-              "PhysicalResourceId": "CFN-Parameter-QY7XaFoB4kQc",
+              "PhysicalResourceId": "CFN-Parameter-tSeCu89dWGbq",
               "Replacement": "False",
               "ResourceType": "AWS::SSM::Parameter",
               "Scope": [
@@ -1724,7 +1878,7 @@
         "Foo": [
           {
             "LogicalResourceId": "Foo",
-            "PhysicalResourceId": "",
+            "PhysicalResourceId": "arn:<partition>:sns:<region>:111111111111:topic-name-1",
             "ResourceStatus": "CREATE_IN_PROGRESS",
             "ResourceType": "AWS::SNS::Topic",
             "Timestamp": "timestamp"
@@ -1738,7 +1892,7 @@
           },
           {
             "LogicalResourceId": "Foo",
-            "PhysicalResourceId": "arn:<partition>:sns:<region>:111111111111:topic-name-1",
+            "PhysicalResourceId": "arn:<partition>:sns:<region>:111111111111:topic-name-2",
             "ResourceStatus": "UPDATE_IN_PROGRESS",
             "ResourceType": "AWS::SNS::Topic",
             "Timestamp": "timestamp"
@@ -1749,36 +1903,78 @@
             "ResourceStatus": "UPDATE_COMPLETE",
             "ResourceType": "AWS::SNS::Topic",
             "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Foo",
+            "PhysicalResourceId": "arn:<partition>:sns:<region>:111111111111:topic-name-1",
+            "ResourceStatus": "DELETE_IN_PROGRESS",
+            "ResourceType": "AWS::SNS::Topic",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Foo",
+            "PhysicalResourceId": "arn:<partition>:sns:<region>:111111111111:topic-name-1",
+            "ResourceStatus": "DELETE_COMPLETE",
+            "ResourceType": "AWS::SNS::Topic",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Foo",
+            "PhysicalResourceId": "arn:<partition>:sns:<region>:111111111111:topic-name-2",
+            "ResourceStatus": "DELETE_IN_PROGRESS",
+            "ResourceType": "AWS::SNS::Topic",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Foo",
+            "PhysicalResourceId": "arn:<partition>:sns:<region>:111111111111:topic-name-2",
+            "ResourceStatus": "DELETE_COMPLETE",
+            "ResourceType": "AWS::SNS::Topic",
+            "Timestamp": "timestamp"
           }
         ],
         "Parameter": [
           {
             "LogicalResourceId": "Parameter",
-            "PhysicalResourceId": "",
+            "PhysicalResourceId": "CFN-Parameter-tSeCu89dWGbq",
             "ResourceStatus": "CREATE_IN_PROGRESS",
             "ResourceType": "AWS::SSM::Parameter",
             "Timestamp": "timestamp"
           },
           {
             "LogicalResourceId": "Parameter",
-            "PhysicalResourceId": "CFN-Parameter-QY7XaFoB4kQc",
+            "PhysicalResourceId": "CFN-Parameter-tSeCu89dWGbq",
             "ResourceStatus": "CREATE_COMPLETE",
             "ResourceType": "AWS::SSM::Parameter",
             "Timestamp": "timestamp"
           },
           {
             "LogicalResourceId": "Parameter",
-            "PhysicalResourceId": "CFN-Parameter-QY7XaFoB4kQc",
+            "PhysicalResourceId": "CFN-Parameter-tSeCu89dWGbq",
             "ResourceStatus": "UPDATE_IN_PROGRESS",
             "ResourceType": "AWS::SSM::Parameter",
             "Timestamp": "timestamp"
           },
           {
             "LogicalResourceId": "Parameter",
-            "PhysicalResourceId": "CFN-Parameter-QY7XaFoB4kQc",
+            "PhysicalResourceId": "CFN-Parameter-tSeCu89dWGbq",
             "ResourceStatus": "UPDATE_COMPLETE",
             "ResourceType": "AWS::SSM::Parameter",
             "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "CFN-Parameter-tSeCu89dWGbq",
+            "ResourceStatus": "DELETE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "CFN-Parameter-tSeCu89dWGbq",
+            "ResourceStatus": "DELETE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
           }
         ],
         "Stack": [
@@ -1816,13 +2012,27 @@
             "ResourceStatus": "UPDATE_COMPLETE",
             "ResourceType": "AWS::CloudFormation::Stack",
             "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "DELETE_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "DELETE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
           }
         ]
       }
     }
   },
   "tests/aws/services/cloudformation/test_change_sets.py::TestCaptureUpdateProcess::test_mappings_with_parameter_lookup": {
-    "recorded-date": "18-06-2025, 19:13:17",
+    "recorded-date": "05-08-2025, 14:24:09",
     "recorded-content": {
       "create-change-set-1": {
         "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
@@ -2044,9 +2254,8 @@
               },
               "Details": [
                 {
-                  "CausingEntity": "Foo.TopicName",
-                  "ChangeSource": "ResourceAttribute",
-                  "Evaluation": "Static",
+                  "ChangeSource": "DirectModification",
+                  "Evaluation": "Dynamic",
                   "Target": {
                     "AfterValue": "{{changeSet:KNOWN_AFTER_APPLY}}",
                     "Attribute": "Properties",
@@ -2058,8 +2267,9 @@
                   }
                 },
                 {
-                  "ChangeSource": "DirectModification",
-                  "Evaluation": "Dynamic",
+                  "CausingEntity": "Foo.TopicName",
+                  "ChangeSource": "ResourceAttribute",
+                  "Evaluation": "Static",
                   "Target": {
                     "AfterValue": "{{changeSet:KNOWN_AFTER_APPLY}}",
                     "Attribute": "Properties",
@@ -2072,7 +2282,7 @@
                 }
               ],
               "LogicalResourceId": "Parameter",
-              "PhysicalResourceId": "CFN-Parameter-tGkdmdoGLN1m",
+              "PhysicalResourceId": "CFN-Parameter-vESR0MLTgKRp",
               "Replacement": "False",
               "ResourceType": "AWS::SSM::Parameter",
               "Scope": [
@@ -2157,7 +2367,7 @@
                 }
               ],
               "LogicalResourceId": "Parameter",
-              "PhysicalResourceId": "CFN-Parameter-tGkdmdoGLN1m",
+              "PhysicalResourceId": "CFN-Parameter-vESR0MLTgKRp",
               "Replacement": "False",
               "ResourceType": "AWS::SSM::Parameter",
               "Scope": [
@@ -2239,7 +2449,7 @@
         "Foo": [
           {
             "LogicalResourceId": "Foo",
-            "PhysicalResourceId": "",
+            "PhysicalResourceId": "arn:<partition>:sns:<region>:111111111111:topic-name-1",
             "ResourceStatus": "CREATE_IN_PROGRESS",
             "ResourceType": "AWS::SNS::Topic",
             "Timestamp": "timestamp"
@@ -2253,7 +2463,7 @@
           },
           {
             "LogicalResourceId": "Foo",
-            "PhysicalResourceId": "arn:<partition>:sns:<region>:111111111111:topic-name-1",
+            "PhysicalResourceId": "arn:<partition>:sns:<region>:111111111111:topic-name-2",
             "ResourceStatus": "UPDATE_IN_PROGRESS",
             "ResourceType": "AWS::SNS::Topic",
             "Timestamp": "timestamp"
@@ -2264,36 +2474,78 @@
             "ResourceStatus": "UPDATE_COMPLETE",
             "ResourceType": "AWS::SNS::Topic",
             "Timestamp": "timestamp"
-          }
-        ],
-        "Parameter": [
+          },
           {
-            "LogicalResourceId": "Parameter",
-            "PhysicalResourceId": "",
-            "ResourceStatus": "CREATE_IN_PROGRESS",
-            "ResourceType": "AWS::SSM::Parameter",
+            "LogicalResourceId": "Foo",
+            "PhysicalResourceId": "arn:<partition>:sns:<region>:111111111111:topic-name-1",
+            "ResourceStatus": "DELETE_IN_PROGRESS",
+            "ResourceType": "AWS::SNS::Topic",
             "Timestamp": "timestamp"
           },
           {
-            "LogicalResourceId": "Parameter",
-            "PhysicalResourceId": "CFN-Parameter-tGkdmdoGLN1m",
-            "ResourceStatus": "CREATE_COMPLETE",
-            "ResourceType": "AWS::SSM::Parameter",
+            "LogicalResourceId": "Foo",
+            "PhysicalResourceId": "arn:<partition>:sns:<region>:111111111111:topic-name-1",
+            "ResourceStatus": "DELETE_COMPLETE",
+            "ResourceType": "AWS::SNS::Topic",
             "Timestamp": "timestamp"
           },
           {
-            "LogicalResourceId": "Parameter",
-            "PhysicalResourceId": "CFN-Parameter-tGkdmdoGLN1m",
-            "ResourceStatus": "UPDATE_IN_PROGRESS",
+            "LogicalResourceId": "Foo",
+            "PhysicalResourceId": "arn:<partition>:sns:<region>:111111111111:topic-name-2",
+            "ResourceStatus": "DELETE_IN_PROGRESS",
+            "ResourceType": "AWS::SNS::Topic",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Foo",
+            "PhysicalResourceId": "arn:<partition>:sns:<region>:111111111111:topic-name-2",
+            "ResourceStatus": "DELETE_COMPLETE",
+            "ResourceType": "AWS::SNS::Topic",
+            "Timestamp": "timestamp"
+          }
+        ],
+        "Parameter": [
+          {
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "CFN-Parameter-vESR0MLTgKRp",
+            "ResourceStatus": "CREATE_IN_PROGRESS",
             "ResourceType": "AWS::SSM::Parameter",
             "Timestamp": "timestamp"
           },
           {
             "LogicalResourceId": "Parameter",
-            "PhysicalResourceId": "CFN-Parameter-tGkdmdoGLN1m",
+            "PhysicalResourceId": "CFN-Parameter-vESR0MLTgKRp",
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "CFN-Parameter-vESR0MLTgKRp",
+            "ResourceStatus": "UPDATE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "CFN-Parameter-vESR0MLTgKRp",
             "ResourceStatus": "UPDATE_COMPLETE",
             "ResourceType": "AWS::SSM::Parameter",
             "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "CFN-Parameter-vESR0MLTgKRp",
+            "ResourceStatus": "DELETE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "CFN-Parameter-vESR0MLTgKRp",
+            "ResourceStatus": "DELETE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
           }
         ],
         "Stack": [
@@ -2331,13 +2583,27 @@
             "ResourceStatus": "UPDATE_COMPLETE",
             "ResourceType": "AWS::CloudFormation::Stack",
             "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "DELETE_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "DELETE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
           }
         ]
       }
     }
   },
   "tests/aws/services/cloudformation/test_change_sets.py::TestCaptureUpdateProcess::test_conditions": {
-    "recorded-date": "18-06-2025, 19:13:55",
+    "recorded-date": "05-08-2025, 14:24:45",
     "recorded-content": {
       "create-change-set-1": {
         "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
@@ -2585,33 +2851,61 @@
         "Bucket": [
           {
             "LogicalResourceId": "Bucket",
-            "PhysicalResourceId": "",
+            "PhysicalResourceId": "<stack-name:1>-bucket-i4eammke7jqd",
             "ResourceStatus": "CREATE_IN_PROGRESS",
             "ResourceType": "AWS::S3::Bucket",
             "Timestamp": "timestamp"
           },
           {
             "LogicalResourceId": "Bucket",
-            "PhysicalResourceId": "<stack-name:1>-bucket-rvkyycxytnfz",
+            "PhysicalResourceId": "<stack-name:1>-bucket-i4eammke7jqd",
             "ResourceStatus": "CREATE_COMPLETE",
             "ResourceType": "AWS::S3::Bucket",
             "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Bucket",
+            "PhysicalResourceId": "<stack-name:1>-bucket-i4eammke7jqd",
+            "ResourceStatus": "DELETE_IN_PROGRESS",
+            "ResourceType": "AWS::S3::Bucket",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Bucket",
+            "PhysicalResourceId": "<stack-name:1>-bucket-i4eammke7jqd",
+            "ResourceStatus": "DELETE_COMPLETE",
+            "ResourceType": "AWS::S3::Bucket",
+            "Timestamp": "timestamp"
           }
         ],
         "Parameter": [
           {
             "LogicalResourceId": "Parameter",
-            "PhysicalResourceId": "",
+            "PhysicalResourceId": "CFN-Parameter-PvfZzrj2a2uP",
             "ResourceStatus": "CREATE_IN_PROGRESS",
             "ResourceType": "AWS::SSM::Parameter",
             "Timestamp": "timestamp"
           },
           {
             "LogicalResourceId": "Parameter",
-            "PhysicalResourceId": "CFN-Parameter-ytEGT7JWBrkx",
+            "PhysicalResourceId": "CFN-Parameter-PvfZzrj2a2uP",
             "ResourceStatus": "CREATE_COMPLETE",
             "ResourceType": "AWS::SSM::Parameter",
             "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "CFN-Parameter-PvfZzrj2a2uP",
+            "ResourceStatus": "DELETE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "CFN-Parameter-PvfZzrj2a2uP",
+            "ResourceStatus": "DELETE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
           }
         ],
         "Stack": [
@@ -2649,13 +2943,27 @@
             "ResourceStatus": "UPDATE_COMPLETE",
             "ResourceType": "AWS::CloudFormation::Stack",
             "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "DELETE_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "DELETE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
           }
         ]
       }
     }
   },
   "tests/aws/services/cloudformation/test_change_sets.py::TestCaptureUpdateProcess::test_base_dynamic_parameter_scenarios[change_dynamic]": {
-    "recorded-date": "18-06-2025, 19:14:21",
+    "recorded-date": "05-08-2025, 14:25:08",
     "recorded-content": {
       "create-change-set-1": {
         "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
@@ -2827,7 +3135,7 @@
                 }
               ],
               "LogicalResourceId": "Parameter",
-              "PhysicalResourceId": "CFN-Parameter-BNuHBis1ysn1",
+              "PhysicalResourceId": "CFN-Parameter-n1KyWPxiTuNB",
               "Replacement": "False",
               "ResourceType": "AWS::SSM::Parameter",
               "Scope": [
@@ -2886,7 +3194,7 @@
                 }
               ],
               "LogicalResourceId": "Parameter",
-              "PhysicalResourceId": "CFN-Parameter-BNuHBis1ysn1",
+              "PhysicalResourceId": "CFN-Parameter-n1KyWPxiTuNB",
               "Replacement": "False",
               "ResourceType": "AWS::SSM::Parameter",
               "Scope": [
@@ -2968,31 +3276,45 @@
         "Parameter": [
           {
             "LogicalResourceId": "Parameter",
-            "PhysicalResourceId": "",
+            "PhysicalResourceId": "CFN-Parameter-n1KyWPxiTuNB",
             "ResourceStatus": "CREATE_IN_PROGRESS",
             "ResourceType": "AWS::SSM::Parameter",
             "Timestamp": "timestamp"
           },
           {
             "LogicalResourceId": "Parameter",
-            "PhysicalResourceId": "CFN-Parameter-BNuHBis1ysn1",
+            "PhysicalResourceId": "CFN-Parameter-n1KyWPxiTuNB",
             "ResourceStatus": "CREATE_COMPLETE",
             "ResourceType": "AWS::SSM::Parameter",
             "Timestamp": "timestamp"
           },
           {
             "LogicalResourceId": "Parameter",
-            "PhysicalResourceId": "CFN-Parameter-BNuHBis1ysn1",
+            "PhysicalResourceId": "CFN-Parameter-n1KyWPxiTuNB",
             "ResourceStatus": "UPDATE_IN_PROGRESS",
             "ResourceType": "AWS::SSM::Parameter",
             "Timestamp": "timestamp"
           },
           {
             "LogicalResourceId": "Parameter",
-            "PhysicalResourceId": "CFN-Parameter-BNuHBis1ysn1",
+            "PhysicalResourceId": "CFN-Parameter-n1KyWPxiTuNB",
             "ResourceStatus": "UPDATE_COMPLETE",
             "ResourceType": "AWS::SSM::Parameter",
             "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "CFN-Parameter-n1KyWPxiTuNB",
+            "ResourceStatus": "DELETE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Parameter",
+            "PhysicalResourceId": "CFN-Parameter-n1KyWPxiTuNB",
+            "ResourceStatus": "DELETE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
           }
         ],
         "Stack": [
@@ -3030,21 +3352,35 @@
             "ResourceStatus": "UPDATE_COMPLETE",
             "ResourceType": "AWS::CloudFormation::Stack",
             "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "DELETE_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "DELETE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
           }
         ]
       }
     }
   },
   "tests/aws/services/cloudformation/test_change_sets.py::TestCaptureUpdateProcess::test_base_dynamic_parameter_scenarios[change_unrelated_property]": {
-    "recorded-date": "18-06-2025, 19:14:21",
+    "recorded-date": "05-08-2025, 14:25:08",
     "recorded-content": {}
   },
   "tests/aws/services/cloudformation/test_change_sets.py::TestCaptureUpdateProcess::test_base_dynamic_parameter_scenarios[change_unrelated_property_not_create_only]": {
-    "recorded-date": "18-06-2025, 19:14:21",
+    "recorded-date": "05-08-2025, 14:25:08",
     "recorded-content": {}
   },
   "tests/aws/services/cloudformation/test_change_sets.py::TestCaptureUpdateProcess::test_base_dynamic_parameter_scenarios[change_parameter_for_condition_create_resource]": {
-    "recorded-date": "18-06-2025, 19:14:47",
+    "recorded-date": "05-08-2025, 14:25:30",
     "recorded-content": {
       "create-change-set-1": {
         "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
@@ -3295,33 +3631,61 @@
         "SSMParameter1": [
           {
             "LogicalResourceId": "SSMParameter1",
-            "PhysicalResourceId": "",
+            "PhysicalResourceId": "CFN-SSMParameter1-53MomZeWdc3v",
             "ResourceStatus": "CREATE_IN_PROGRESS",
             "ResourceType": "AWS::SSM::Parameter",
             "Timestamp": "timestamp"
           },
           {
             "LogicalResourceId": "SSMParameter1",
-            "PhysicalResourceId": "CFN-SSMParameter1-YEPpTp1eTqmV",
+            "PhysicalResourceId": "CFN-SSMParameter1-53MomZeWdc3v",
             "ResourceStatus": "CREATE_COMPLETE",
             "ResourceType": "AWS::SSM::Parameter",
             "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "SSMParameter1",
+            "PhysicalResourceId": "CFN-SSMParameter1-53MomZeWdc3v",
+            "ResourceStatus": "DELETE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "SSMParameter1",
+            "PhysicalResourceId": "CFN-SSMParameter1-53MomZeWdc3v",
+            "ResourceStatus": "DELETE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
           }
         ],
         "SSMParameter2": [
           {
             "LogicalResourceId": "SSMParameter2",
-            "PhysicalResourceId": "",
+            "PhysicalResourceId": "CFN-SSMParameter2-9IuT0RFdItlN",
             "ResourceStatus": "CREATE_IN_PROGRESS",
             "ResourceType": "AWS::SSM::Parameter",
             "Timestamp": "timestamp"
           },
           {
             "LogicalResourceId": "SSMParameter2",
-            "PhysicalResourceId": "CFN-SSMParameter2-Cy9JferYSQvx",
+            "PhysicalResourceId": "CFN-SSMParameter2-9IuT0RFdItlN",
             "ResourceStatus": "CREATE_COMPLETE",
             "ResourceType": "AWS::SSM::Parameter",
             "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "SSMParameter2",
+            "PhysicalResourceId": "CFN-SSMParameter2-9IuT0RFdItlN",
+            "ResourceStatus": "DELETE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "SSMParameter2",
+            "PhysicalResourceId": "CFN-SSMParameter2-9IuT0RFdItlN",
+            "ResourceStatus": "DELETE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
           }
         ],
         "Stack": [
@@ -3359,20 +3723,34 @@
             "ResourceStatus": "UPDATE_COMPLETE",
             "ResourceType": "AWS::CloudFormation::Stack",
             "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "DELETE_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "DELETE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
           }
         ]
       }
     }
   },
   "tests/aws/services/cloudformation/test_change_sets.py::TestCaptureUpdateProcess::test_execute_with_ref": {
-    "recorded-date": "18-06-2025, 19:15:20",
+    "recorded-date": "05-08-2025, 14:26:05",
     "recorded-content": {
       "before-value": "<name-1>",
       "after-value": "<name-2>"
     }
   },
   "tests/aws/services/cloudformation/test_change_sets.py::TestCaptureUpdateProcess::test_base_mapping_scenarios[update_string_referencing_resource]": {
-    "recorded-date": "18-06-2025, 19:15:45",
+    "recorded-date": "05-08-2025, 14:26:31",
     "recorded-content": {
       "create-change-set-1": {
         "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
@@ -3512,7 +3890,7 @@
                 }
               ],
               "LogicalResourceId": "MySSMParameter",
-              "PhysicalResourceId": "CFN-MySSMParameter-yMAYpjhjWvEz",
+              "PhysicalResourceId": "CFN-MySSMParameter-EcezJ6ETXORO",
               "Replacement": "False",
               "ResourceType": "AWS::SSM::Parameter",
               "Scope": [
@@ -3555,7 +3933,7 @@
                 }
               ],
               "LogicalResourceId": "MySSMParameter",
-              "PhysicalResourceId": "CFN-MySSMParameter-yMAYpjhjWvEz",
+              "PhysicalResourceId": "CFN-MySSMParameter-EcezJ6ETXORO",
               "Replacement": "False",
               "ResourceType": "AWS::SSM::Parameter",
               "Scope": [
@@ -3619,31 +3997,45 @@
         "MySSMParameter": [
           {
             "LogicalResourceId": "MySSMParameter",
-            "PhysicalResourceId": "",
+            "PhysicalResourceId": "CFN-MySSMParameter-EcezJ6ETXORO",
             "ResourceStatus": "CREATE_IN_PROGRESS",
             "ResourceType": "AWS::SSM::Parameter",
             "Timestamp": "timestamp"
           },
           {
             "LogicalResourceId": "MySSMParameter",
-            "PhysicalResourceId": "CFN-MySSMParameter-yMAYpjhjWvEz",
+            "PhysicalResourceId": "CFN-MySSMParameter-EcezJ6ETXORO",
             "ResourceStatus": "CREATE_COMPLETE",
             "ResourceType": "AWS::SSM::Parameter",
             "Timestamp": "timestamp"
           },
           {
             "LogicalResourceId": "MySSMParameter",
-            "PhysicalResourceId": "CFN-MySSMParameter-yMAYpjhjWvEz",
+            "PhysicalResourceId": "CFN-MySSMParameter-EcezJ6ETXORO",
             "ResourceStatus": "UPDATE_IN_PROGRESS",
             "ResourceType": "AWS::SSM::Parameter",
             "Timestamp": "timestamp"
           },
           {
             "LogicalResourceId": "MySSMParameter",
-            "PhysicalResourceId": "CFN-MySSMParameter-yMAYpjhjWvEz",
+            "PhysicalResourceId": "CFN-MySSMParameter-EcezJ6ETXORO",
             "ResourceStatus": "UPDATE_COMPLETE",
             "ResourceType": "AWS::SSM::Parameter",
             "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "MySSMParameter",
+            "PhysicalResourceId": "CFN-MySSMParameter-EcezJ6ETXORO",
+            "ResourceStatus": "DELETE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "MySSMParameter",
+            "PhysicalResourceId": "CFN-MySSMParameter-EcezJ6ETXORO",
+            "ResourceStatus": "DELETE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
           }
         ],
         "Stack": [
@@ -3681,13 +4073,27 @@
             "ResourceStatus": "UPDATE_COMPLETE",
             "ResourceType": "AWS::CloudFormation::Stack",
             "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "DELETE_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "DELETE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
           }
         ]
       }
     }
   },
   "tests/aws/services/cloudformation/test_change_sets.py::TestCaptureUpdateProcess::test_single_resource_static_update": {
-    "recorded-date": "01-08-2025, 10:00:16",
+    "recorded-date": "05-08-2025, 14:26:48",
     "recorded-content": {
       "describe-1": {
         "Capabilities": [],
@@ -3780,5 +4186,831 @@
         "Version": 2
       }
     }
+  },
+  "tests/aws/services/cloudformation/v2/test_change_sets.py::TestCaptureUpdateProcess::test_unrelated_changes_update_propagation": {
+    "recorded-date": "31-07-2025, 14:01:52",
+    "recorded-content": {
+      "create-change-set-1": {
+        "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-1-prop-values": {
+        "Capabilities": [],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "AfterContext": {
+                "Properties": {
+                  "Value": "topic-name",
+                  "Type": "String",
+                  "Description": "original"
+                }
+              },
+              "Details": [],
+              "LogicalResourceId": "Parameter1",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          },
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "AfterContext": {
+                "Properties": {
+                  "Value": "{{changeSet:KNOWN_AFTER_APPLY}}",
+                  "Type": "String"
+                }
+              },
+              "Details": [],
+              "LogicalResourceId": "Parameter2",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-1": {
+        "Capabilities": [],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "Details": [],
+              "LogicalResourceId": "Parameter1",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          },
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "Details": [],
+              "LogicalResourceId": "Parameter2",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "execute-change-set-1": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "post-create-1-describe": {
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "CreationTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "EnableTerminationProtection": false,
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "CREATE_COMPLETE",
+        "Tags": []
+      },
+      "create-change-set-2": {
+        "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-2-prop-values": {
+        "Capabilities": [],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Modify",
+              "AfterContext": {
+                "Properties": {
+                  "Value": "topic-name",
+                  "Type": "String",
+                  "Description": "changed"
+                }
+              },
+              "BeforeContext": {
+                "Properties": {
+                  "Value": "topic-name",
+                  "Type": "String",
+                  "Description": "original"
+                }
+              },
+              "Details": [
+                {
+                  "ChangeSource": "DirectModification",
+                  "Evaluation": "Static",
+                  "Target": {
+                    "AfterValue": "changed",
+                    "Attribute": "Properties",
+                    "AttributeChangeType": "Modify",
+                    "BeforeValue": "original",
+                    "Name": "Description",
+                    "Path": "/Properties/Description",
+                    "RequiresRecreation": "Never"
+                  }
+                }
+              ],
+              "LogicalResourceId": "Parameter1",
+              "PhysicalResourceId": "CFN-Parameter1-ZUgkraElDaDN",
+              "Replacement": "False",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": [
+                "Properties"
+              ]
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-2": {
+        "Capabilities": [],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Modify",
+              "Details": [
+                {
+                  "ChangeSource": "DirectModification",
+                  "Evaluation": "Static",
+                  "Target": {
+                    "Attribute": "Properties",
+                    "Name": "Description",
+                    "RequiresRecreation": "Never"
+                  }
+                }
+              ],
+              "LogicalResourceId": "Parameter1",
+              "PhysicalResourceId": "CFN-Parameter1-ZUgkraElDaDN",
+              "Replacement": "False",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": [
+                "Properties"
+              ]
+            },
+            "Type": "Resource"
+          },
+          {
+            "ResourceChange": {
+              "Action": "Modify",
+              "Details": [
+                {
+                  "CausingEntity": "Parameter1.Value",
+                  "ChangeSource": "ResourceAttribute",
+                  "Evaluation": "Dynamic",
+                  "Target": {
+                    "Attribute": "Properties",
+                    "Name": "Value",
+                    "RequiresRecreation": "Never"
+                  }
+                }
+              ],
+              "LogicalResourceId": "Parameter2",
+              "PhysicalResourceId": "CFN-Parameter2-IUxUU6IW7X39",
+              "Replacement": "False",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": [
+                "Properties"
+              ]
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "execute-change-set-2": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "post-create-2-describe": {
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "CreationTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "EnableTerminationProtection": false,
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "UPDATE_COMPLETE",
+        "Tags": []
+      },
+      "delete-describe": {
+        "CreationTime": "datetime",
+        "DeletionTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "DELETE_COMPLETE",
+        "Tags": []
+      },
+      "per-resource-events": {
+        "Parameter1": [
+          {
+            "LogicalResourceId": "Parameter1",
+            "PhysicalResourceId": "",
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Parameter1",
+            "PhysicalResourceId": "CFN-Parameter1-ZUgkraElDaDN",
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Parameter1",
+            "PhysicalResourceId": "CFN-Parameter1-ZUgkraElDaDN",
+            "ResourceStatus": "UPDATE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Parameter1",
+            "PhysicalResourceId": "CFN-Parameter1-ZUgkraElDaDN",
+            "ResourceStatus": "UPDATE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          }
+        ],
+        "Parameter2": [
+          {
+            "LogicalResourceId": "Parameter2",
+            "PhysicalResourceId": "",
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Parameter2",
+            "PhysicalResourceId": "CFN-Parameter2-IUxUU6IW7X39",
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          }
+        ],
+        "Stack": [
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "REVIEW_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "UPDATE_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "UPDATE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          }
+        ]
+      }
+    }
+  },
+  "tests/aws/services/cloudformation/v2/test_change_sets.py::TestCaptureUpdateProcess::test_unrelated_changes_requires_replacement": {
+    "recorded-date": "31-07-2025, 14:10:27",
+    "recorded-content": {
+      "create-change-set-1": {
+        "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-1-prop-values": {
+        "Capabilities": [],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "AfterContext": {
+                "Properties": {
+                  "Value": "value",
+                  "Type": "String",
+                  "Name": "parameter-1-name"
+                }
+              },
+              "Details": [],
+              "LogicalResourceId": "Parameter1",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          },
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "AfterContext": {
+                "Properties": {
+                  "Value": "{{changeSet:KNOWN_AFTER_APPLY}}",
+                  "Type": "String"
+                }
+              },
+              "Details": [],
+              "LogicalResourceId": "Parameter2",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-1": {
+        "Capabilities": [],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "Details": [],
+              "LogicalResourceId": "Parameter1",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          },
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "Details": [],
+              "LogicalResourceId": "Parameter2",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "execute-change-set-1": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "post-create-1-describe": {
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "CreationTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "EnableTerminationProtection": false,
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "CREATE_COMPLETE",
+        "Tags": []
+      },
+      "create-change-set-2": {
+        "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-2-prop-values": {
+        "Capabilities": [],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Modify",
+              "AfterContext": {
+                "Properties": {
+                  "Value": "value",
+                  "Type": "String",
+                  "Name": "parameter-2-name"
+                }
+              },
+              "BeforeContext": {
+                "Properties": {
+                  "Value": "value",
+                  "Type": "String",
+                  "Name": "parameter-1-name"
+                }
+              },
+              "Details": [
+                {
+                  "ChangeSource": "DirectModification",
+                  "Evaluation": "Static",
+                  "Target": {
+                    "AfterValue": "parameter-2-name",
+                    "Attribute": "Properties",
+                    "AttributeChangeType": "Modify",
+                    "BeforeValue": "parameter-1-name",
+                    "Name": "Name",
+                    "Path": "/Properties/Name",
+                    "RequiresRecreation": "Always"
+                  }
+                }
+              ],
+              "LogicalResourceId": "Parameter1",
+              "PhysicalResourceId": "parameter-1-name",
+              "PolicyAction": "ReplaceAndDelete",
+              "Replacement": "True",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": [
+                "Properties"
+              ]
+            },
+            "Type": "Resource"
+          },
+          {
+            "ResourceChange": {
+              "Action": "Modify",
+              "AfterContext": {
+                "Properties": {
+                  "Value": "{{changeSet:KNOWN_AFTER_APPLY}}",
+                  "Type": "String"
+                }
+              },
+              "BeforeContext": {
+                "Properties": {
+                  "Value": "value",
+                  "Type": "String"
+                }
+              },
+              "Details": [
+                {
+                  "ChangeSource": "DirectModification",
+                  "Evaluation": "Dynamic",
+                  "Target": {
+                    "AfterValue": "{{changeSet:KNOWN_AFTER_APPLY}}",
+                    "Attribute": "Properties",
+                    "AttributeChangeType": "Modify",
+                    "BeforeValue": "value",
+                    "Name": "Value",
+                    "Path": "/Properties/Value",
+                    "RequiresRecreation": "Never"
+                  }
+                },
+                {
+                  "CausingEntity": "Parameter1.Value",
+                  "ChangeSource": "ResourceAttribute",
+                  "Evaluation": "Static",
+                  "Target": {
+                    "AfterValue": "{{changeSet:KNOWN_AFTER_APPLY}}",
+                    "Attribute": "Properties",
+                    "AttributeChangeType": "Modify",
+                    "BeforeValue": "value",
+                    "Name": "Value",
+                    "Path": "/Properties/Value",
+                    "RequiresRecreation": "Never"
+                  }
+                }
+              ],
+              "LogicalResourceId": "Parameter2",
+              "PhysicalResourceId": "CFN-Parameter2-DAxvYPlPS8Me",
+              "Replacement": "False",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": [
+                "Properties"
+              ]
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-2": {
+        "Capabilities": [],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Modify",
+              "Details": [
+                {
+                  "ChangeSource": "DirectModification",
+                  "Evaluation": "Static",
+                  "Target": {
+                    "Attribute": "Properties",
+                    "Name": "Name",
+                    "RequiresRecreation": "Always"
+                  }
+                }
+              ],
+              "LogicalResourceId": "Parameter1",
+              "PhysicalResourceId": "parameter-1-name",
+              "PolicyAction": "ReplaceAndDelete",
+              "Replacement": "True",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": [
+                "Properties"
+              ]
+            },
+            "Type": "Resource"
+          },
+          {
+            "ResourceChange": {
+              "Action": "Modify",
+              "Details": [
+                {
+                  "CausingEntity": "Parameter1.Value",
+                  "ChangeSource": "ResourceAttribute",
+                  "Evaluation": "Static",
+                  "Target": {
+                    "Attribute": "Properties",
+                    "Name": "Value",
+                    "RequiresRecreation": "Never"
+                  }
+                }
+              ],
+              "LogicalResourceId": "Parameter2",
+              "PhysicalResourceId": "CFN-Parameter2-DAxvYPlPS8Me",
+              "Replacement": "False",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": [
+                "Properties"
+              ]
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "execute-change-set-2": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "post-create-2-describe": {
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "CreationTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "EnableTerminationProtection": false,
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "UPDATE_COMPLETE",
+        "Tags": []
+      },
+      "delete-describe": {
+        "CreationTime": "datetime",
+        "DeletionTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "DELETE_COMPLETE",
+        "Tags": []
+      },
+      "per-resource-events": {
+        "Parameter1": [
+          {
+            "LogicalResourceId": "Parameter1",
+            "PhysicalResourceId": "",
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Parameter1",
+            "PhysicalResourceId": "parameter-1-name",
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Parameter1",
+            "PhysicalResourceId": "parameter-1-name",
+            "ResourceStatus": "UPDATE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Parameter1",
+            "PhysicalResourceId": "parameter-2-name",
+            "ResourceStatus": "UPDATE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          }
+        ],
+        "Parameter2": [
+          {
+            "LogicalResourceId": "Parameter2",
+            "PhysicalResourceId": "",
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Parameter2",
+            "PhysicalResourceId": "CFN-Parameter2-DAxvYPlPS8Me",
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          }
+        ],
+        "Stack": [
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "REVIEW_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "UPDATE_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "UPDATE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          }
+        ]
+      }
+    }
   }
 }
diff --git a/tests/aws/services/cloudformation/test_change_sets.validation.json b/tests/aws/services/cloudformation/test_change_sets.validation.json
index 318370354ba92..f5330f71d80ed 100644
--- a/tests/aws/services/cloudformation/test_change_sets.validation.json
+++ b/tests/aws/services/cloudformation/test_change_sets.validation.json
@@ -1,104 +1,122 @@
 {
   "tests/aws/services/cloudformation/test_change_sets.py::TestCaptureUpdateProcess::test_base_dynamic_parameter_scenarios[change_dynamic]": {
-    "last_validated_date": "2025-06-18T19:14:21+00:00",
+    "last_validated_date": "2025-08-05T14:25:08+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 25.11,
-      "teardown": 0.14,
-      "total": 25.25
+      "call": 22.53,
+      "teardown": 0.13,
+      "total": 22.66
     }
   },
   "tests/aws/services/cloudformation/test_change_sets.py::TestCaptureUpdateProcess::test_base_dynamic_parameter_scenarios[change_parameter_for_condition_create_resource]": {
-    "last_validated_date": "2025-06-18T19:14:47+00:00",
+    "last_validated_date": "2025-08-05T14:25:30+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 26.23,
-      "teardown": 0.14,
-      "total": 26.37
+      "call": 21.45,
+      "teardown": 0.15,
+      "total": 21.6
     }
   },
   "tests/aws/services/cloudformation/test_change_sets.py::TestCaptureUpdateProcess::test_base_mapping_scenarios[update_string_referencing_resource]": {
-    "last_validated_date": "2025-06-18T19:15:45+00:00",
+    "last_validated_date": "2025-08-05T14:26:31+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 25.01,
-      "teardown": 0.15,
-      "total": 25.16
+      "call": 25.72,
+      "teardown": 0.13,
+      "total": 25.85
     }
   },
   "tests/aws/services/cloudformation/test_change_sets.py::TestCaptureUpdateProcess::test_conditions": {
-    "last_validated_date": "2025-06-18T19:13:55+00:00",
+    "last_validated_date": "2025-08-05T14:24:45+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 37.82,
-      "teardown": 0.16,
-      "total": 37.98
+      "call": 36.52,
+      "teardown": 0.13,
+      "total": 36.65
     }
   },
   "tests/aws/services/cloudformation/test_change_sets.py::TestCaptureUpdateProcess::test_direct_update": {
-    "last_validated_date": "2025-06-18T19:04:55+00:00",
+    "last_validated_date": "2025-08-05T14:15:57+00:00",
     "durations_in_seconds": {
-      "setup": 0.26,
-      "call": 116.94,
+      "setup": 1.0,
+      "call": 115.36,
       "teardown": 0.15,
-      "total": 117.35
+      "total": 116.51
     }
   },
   "tests/aws/services/cloudformation/test_change_sets.py::TestCaptureUpdateProcess::test_dynamic_update": {
-    "last_validated_date": "2025-06-18T19:06:59+00:00",
+    "last_validated_date": "2025-08-05T14:17:58+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 124.05,
-      "teardown": 0.16,
-      "total": 124.21
+      "call": 120.52,
+      "teardown": 0.13,
+      "total": 120.65
     }
   },
   "tests/aws/services/cloudformation/test_change_sets.py::TestCaptureUpdateProcess::test_execute_with_ref": {
-    "last_validated_date": "2025-06-18T19:15:20+00:00",
+    "last_validated_date": "2025-08-05T14:26:05+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 26.07,
-      "teardown": 6.64,
-      "total": 32.71
+      "call": 28.7,
+      "teardown": 6.54,
+      "total": 35.24
     }
   },
   "tests/aws/services/cloudformation/test_change_sets.py::TestCaptureUpdateProcess::test_mappings_with_parameter_lookup": {
-    "last_validated_date": "2025-06-18T19:13:18+00:00",
+    "last_validated_date": "2025-08-05T14:24:09+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 128.68,
+      "call": 120.64,
       "teardown": 0.14,
-      "total": 128.82
+      "total": 120.78
     }
   },
   "tests/aws/services/cloudformation/test_change_sets.py::TestCaptureUpdateProcess::test_mappings_with_static_fields": {
-    "last_validated_date": "2025-06-18T19:11:09+00:00",
+    "last_validated_date": "2025-08-05T14:22:08+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 124.56,
+      "call": 124.78,
       "teardown": 0.14,
-      "total": 124.7
+      "total": 124.92
     }
   },
   "tests/aws/services/cloudformation/test_change_sets.py::TestCaptureUpdateProcess::test_parameter_changes": {
-    "last_validated_date": "2025-06-18T19:09:04+00:00",
+    "last_validated_date": "2025-08-05T14:20:03+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 124.46,
-      "teardown": 0.14,
-      "total": 124.6
+      "call": 124.89,
+      "teardown": 0.18,
+      "total": 125.07
     }
   },
   "tests/aws/services/cloudformation/test_change_sets.py::TestCaptureUpdateProcess::test_single_resource_static_update": {
-    "last_validated_date": "2025-08-01T10:00:16+00:00",
+    "last_validated_date": "2025-08-05T14:26:48+00:00",
     "durations_in_seconds": {
-      "setup": 1.44,
-      "call": 18.07,
+      "setup": 0.0,
+      "call": 16.65,
       "teardown": 0.21,
-      "total": 19.72
+      "total": 16.86
     }
   },
   "tests/aws/services/cloudformation/test_change_sets.py::test_single_resource_static_update": {
     "last_validated_date": "2025-03-18T16:52:35+00:00"
+  },
+  "tests/aws/services/cloudformation/v2/test_change_sets.py::TestCaptureUpdateProcess::test_unrelated_changes_requires_replacement": {
+    "last_validated_date": "2025-07-31T14:10:27+00:00",
+    "durations_in_seconds": {
+      "setup": 1.23,
+      "call": 30.31,
+      "teardown": 0.12,
+      "total": 31.66
+    }
+  },
+  "tests/aws/services/cloudformation/v2/test_change_sets.py::TestCaptureUpdateProcess::test_unrelated_changes_update_propagation": {
+    "last_validated_date": "2025-07-31T14:01:52+00:00",
+    "durations_in_seconds": {
+      "setup": 1.71,
+      "call": 33.35,
+      "teardown": 0.13,
+      "total": 35.19
+    }
   }
 }

From 29690c28c9651822e08fe4d53a65358f6d95e301 Mon Sep 17 00:00:00 2001
From: Mathieu Cloutier <79954947+cloutierMat@users.noreply.github.com>
Date: Tue, 5 Aug 2025 22:19:04 -0600
Subject: [PATCH 070/697] Replicator/support x account kms (#12950)

---
 .../localstack/services/kms/utils.py          |  2 +-
 tests/aws/services/kms/test_kms.py            | 16 ++++++
 tests/aws/services/kms/test_kms.snapshot.json | 49 +++++++++++++++++++
 .../aws/services/kms/test_kms.validation.json |  9 ++++
 4 files changed, 75 insertions(+), 1 deletion(-)

diff --git a/localstack-core/localstack/services/kms/utils.py b/localstack-core/localstack/services/kms/utils.py
index ae9ff4580caa1..9a6536b61d11e 100644
--- a/localstack-core/localstack/services/kms/utils.py
+++ b/localstack-core/localstack/services/kms/utils.py
@@ -8,7 +8,7 @@
 T = TypeVar("T")
 
 KMS_KEY_ARN_PATTERN = re.compile(
-    rf"{ARN_PARTITION_REGEX}:kms:(?P<region_name>[^:]+):(?P<account_id>\d{{12}}):key\/(?P<key_id>[^:]+)$"
+    rf"{ARN_PARTITION_REGEX}:kms:(?P<region_name>[^:]+):(?P<account_id>\d{{12}}):((?=key/)key/|(?=alias/))(?P<key_id>[^:]+)$"
 )
 
 
diff --git a/tests/aws/services/kms/test_kms.py b/tests/aws/services/kms/test_kms.py
index 87e9aa220206b..bd8a33d929471 100644
--- a/tests/aws/services/kms/test_kms.py
+++ b/tests/aws/services/kms/test_kms.py
@@ -2006,6 +2006,22 @@ def test_derive_shared_secret(self, kms_create_key, aws_client, snapshot):
             )
         snapshot.match("response-invalid-public-key", e.value.response)
 
+    @markers.aws.validated
+    @markers.snapshot.skip_snapshot_verify(paths=["$..CurrentKeyMaterialId"])
+    def test_describe_with_alias_arn(self, kms_create_key, aws_client, snapshot):
+        snapshot.add_transformer(snapshot.transform.key_value("CurrentKeyMaterialId"))
+
+        alias_name = f"alias/{short_uid()}"
+        created_key = kms_create_key(Description="test - description")
+        snapshot.match("created-key", created_key)
+
+        aws_client.kms.create_alias(TargetKeyId=created_key["KeyId"], AliasName=alias_name)
+        alias = _get_alias(aws_client.kms, alias_name)
+        alias_arn = alias["AliasArn"]
+
+        describe_response = aws_client.kms.describe_key(KeyId=alias_arn)
+        snapshot.match("describe-key", describe_response)
+
 
 class TestKMSMultiAccounts:
     @markers.aws.needs_fixing
diff --git a/tests/aws/services/kms/test_kms.snapshot.json b/tests/aws/services/kms/test_kms.snapshot.json
index b771379892ace..14caa75229d16 100644
--- a/tests/aws/services/kms/test_kms.snapshot.json
+++ b/tests/aws/services/kms/test_kms.snapshot.json
@@ -2378,5 +2378,54 @@
         }
       }
     }
+  },
+  "tests/aws/services/kms/test_kms.py::TestKMS::test_describe_with_alias_arn": {
+    "recorded-date": "05-08-2025, 17:00:25",
+    "recorded-content": {
+      "created-key": {
+        "AWSAccountId": "111111111111",
+        "Arn": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1>",
+        "CreationDate": "datetime",
+        "CurrentKeyMaterialId": "<current-key-material-id:1>",
+        "CustomerMasterKeySpec": "SYMMETRIC_DEFAULT",
+        "Description": "test - description",
+        "Enabled": true,
+        "EncryptionAlgorithms": [
+          "SYMMETRIC_DEFAULT"
+        ],
+        "KeyId": "<key-id:1>",
+        "KeyManager": "CUSTOMER",
+        "KeySpec": "SYMMETRIC_DEFAULT",
+        "KeyState": "Enabled",
+        "KeyUsage": "ENCRYPT_DECRYPT",
+        "MultiRegion": false,
+        "Origin": "AWS_KMS"
+      },
+      "describe-key": {
+        "KeyMetadata": {
+          "AWSAccountId": "111111111111",
+          "Arn": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1>",
+          "CreationDate": "datetime",
+          "CurrentKeyMaterialId": "<current-key-material-id:1>",
+          "CustomerMasterKeySpec": "SYMMETRIC_DEFAULT",
+          "Description": "test - description",
+          "Enabled": true,
+          "EncryptionAlgorithms": [
+            "SYMMETRIC_DEFAULT"
+          ],
+          "KeyId": "<key-id:1>",
+          "KeyManager": "CUSTOMER",
+          "KeySpec": "SYMMETRIC_DEFAULT",
+          "KeyState": "Enabled",
+          "KeyUsage": "ENCRYPT_DECRYPT",
+          "MultiRegion": false,
+          "Origin": "AWS_KMS"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/kms/test_kms.validation.json b/tests/aws/services/kms/test_kms.validation.json
index 7f7708a4186e6..53acbdfce27e2 100644
--- a/tests/aws/services/kms/test_kms.validation.json
+++ b/tests/aws/services/kms/test_kms.validation.json
@@ -50,6 +50,15 @@
   "tests/aws/services/kms/test_kms.py::TestKMS::test_describe_and_list_sign_key": {
     "last_validated_date": "2024-04-11T15:53:27+00:00"
   },
+  "tests/aws/services/kms/test_kms.py::TestKMS::test_describe_with_alias_arn": {
+    "last_validated_date": "2025-08-05T17:00:25+00:00",
+    "durations_in_seconds": {
+      "setup": 0.83,
+      "call": 0.99,
+      "teardown": 0.16,
+      "total": 1.98
+    }
+  },
   "tests/aws/services/kms/test_kms.py::TestKMS::test_disable_and_enable_key": {
     "last_validated_date": "2024-04-11T15:52:38+00:00"
   },

From 3cfb7118753ba3eee5c044728331679f2b2ae784 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Cristopher=20Pinz=C3=B3n?=
 <18080804+pinzon@users.noreply.github.com>
Date: Wed, 6 Aug 2025 08:23:29 -0500
Subject: [PATCH 071/697] support ResponseStream mode for functionUrl (#12935)

---
 .../resource_providers/aws_lambda_url.py      |  2 +-
 .../localstack/services/lambda_/urlrouter.py  | 15 ++++++++++-
 .../functions/lambda_response_streaming.js    | 17 ++++++++++++
 tests/aws/services/lambda_/test_lambda.py     | 27 +++++++++++++++++++
 .../lambda_/test_lambda.snapshot.json         |  7 +++++
 .../lambda_/test_lambda.validation.json       |  9 +++++++
 6 files changed, 75 insertions(+), 2 deletions(-)
 create mode 100644 tests/aws/services/lambda_/functions/lambda_response_streaming.js

diff --git a/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_url.py b/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_url.py
index c9b157dd26a89..89f9791d59035 100644
--- a/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_url.py
+++ b/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_url.py
@@ -67,7 +67,7 @@ def create(
         """
         model = request.desired_state
         lambda_client = request.aws_client_factory.lambda_
-        params = util.select_attributes(model, ["Qualifier", "Cors", "AuthType"])
+        params = util.select_attributes(model, ["Qualifier", "Cors", "AuthType", "InvokeMode"])
         params["FunctionName"] = model["TargetFunctionArn"]
 
         response = lambda_client.create_function_url_config(**params)
diff --git a/localstack-core/localstack/services/lambda_/urlrouter.py b/localstack-core/localstack/services/lambda_/urlrouter.py
index 992909d0e57a2..c43fd52a7fb5f 100644
--- a/localstack-core/localstack/services/lambda_/urlrouter.py
+++ b/localstack-core/localstack/services/lambda_/urlrouter.py
@@ -5,6 +5,7 @@
 import logging
 from datetime import datetime
 from http import HTTPStatus
+from json import JSONDecodeError
 
 from rolo.request import restore_payload
 
@@ -192,7 +193,18 @@ def lambda_result_to_response(result: InvocationResult):
     )
 
     original_payload = to_str(result.payload)
-    parsed_result = json.loads(original_payload)
+    try:
+        parsed_result = json.loads(original_payload)
+    except JSONDecodeError:
+        # URL router must be able to parse a Streaming Response without necessary defining it in the URL Config
+        # And if the body is a simple string, it should be returned without issues
+        split_index = original_payload.find("\x00" * 8)
+        if split_index == -1:
+            parsed_result = {"body": original_payload}
+        else:
+            metadata = original_payload[:split_index]
+            body_str = original_payload[split_index + 8 :]
+            parsed_result = {**json.loads(metadata), "body": body_str}
 
     # patch to fix whitespaces
     # TODO: check if this is a downstream issue of invocation result serialization
@@ -201,6 +213,7 @@ def lambda_result_to_response(result: InvocationResult):
     if isinstance(parsed_result, str):
         # a string is a special case here and is returned as-is
         response.data = parsed_result
+
     elif isinstance(parsed_result, dict):
         # if it's a dict it might be a proper response
         if isinstance(parsed_result.get("headers"), dict):
diff --git a/tests/aws/services/lambda_/functions/lambda_response_streaming.js b/tests/aws/services/lambda_/functions/lambda_response_streaming.js
new file mode 100644
index 0000000000000..b60c70310d47d
--- /dev/null
+++ b/tests/aws/services/lambda_/functions/lambda_response_streaming.js
@@ -0,0 +1,17 @@
+exports.handler = awslambda.streamifyResponse(
+    async (event, responseStream, context) => {
+        const metadata = {
+            status: 200,
+            headers: {
+                'Content-Type': 'text/html',
+                'Cache-Control': 'no-cache',
+            },
+        }
+
+        responseStream = awslambda.HttpResponseStream.from(responseStream, metadata)
+
+        responseStream.write('Hello,');
+        responseStream.write(' world!');
+        responseStream.end();
+    }
+);
diff --git a/tests/aws/services/lambda_/test_lambda.py b/tests/aws/services/lambda_/test_lambda.py
index 08d8d77f0e4f2..cac32bec7dd37 100644
--- a/tests/aws/services/lambda_/test_lambda.py
+++ b/tests/aws/services/lambda_/test_lambda.py
@@ -130,6 +130,7 @@
 TEST_LAMBDA_CLOUDWATCH_LOGS = os.path.join(THIS_FOLDER, "functions/lambda_cloudwatch_logs.py")
 TEST_LAMBDA_XRAY_TRACEID = os.path.join(THIS_FOLDER, "functions/xray_tracing_traceid.py")
 TEST_LAMBDA_HOST_PREFIX_OPERATION = os.path.join(THIS_FOLDER, "functions/host_prefix_operation.py")
+TEST_LAMBDA_RESPONSE_STREAMING = os.path.join(THIS_FOLDER, "functions/lambda_response_streaming.js")
 
 PYTHON_TEST_RUNTIMES = RUNTIMES_AGGREGATED["python"]
 NODE_TEST_RUNTIMES = RUNTIMES_AGGREGATED["nodejs"]
@@ -951,6 +952,32 @@ def test_lambda_url_invocation(self, create_lambda_function, snapshot, returnval
             },
         )
 
+    @markers.aws.validated
+    def test_function_url_with_response_streaming(
+        self, aws_client, create_lambda_function, snapshot
+    ):
+        function_name = f"test_lambda_{short_uid()}"
+        create_lambda_function(
+            func_name=function_name,
+            handler_file=TEST_LAMBDA_RESPONSE_STREAMING,
+            handler="lambda_response_streaming.handler",
+            runtime=Runtime.nodejs18_x,
+        )
+        url_config = aws_client.lambda_.create_function_url_config(
+            FunctionName=function_name, AuthType="NONE", InvokeMode="RESPONSE_STREAM"
+        )
+        aws_client.lambda_.add_permission(
+            FunctionName=function_name,
+            StatementId=str(short_uid()),
+            Action="lambda:InvokeFunctionUrl",
+            Principal="*",
+            FunctionUrlAuthType="NONE",
+        )
+
+        result = safe_requests.post(url_config["FunctionUrl"], data=b"{'key':'value'}")
+        snapshot.match("response_status", result.status_code)
+        snapshot.match("response_data", result.text)
+
     @markers.aws.validated
     def test_lambda_url_invocation_custom_id(self, create_lambda_function, aws_client):
         function_name = f"test-function-{short_uid()}"
diff --git a/tests/aws/services/lambda_/test_lambda.snapshot.json b/tests/aws/services/lambda_/test_lambda.snapshot.json
index 121d9b01ef397..7bfb46a72e5b8 100644
--- a/tests/aws/services/lambda_/test_lambda.snapshot.json
+++ b/tests/aws/services/lambda_/test_lambda.snapshot.json
@@ -4604,5 +4604,12 @@
         }
       }
     }
+  },
+  "tests/aws/services/lambda_/test_lambda.py::TestLambdaURL::test_function_url_with_response_streaming": {
+    "recorded-date": "30-07-2025, 20:58:56",
+    "recorded-content": {
+      "response_status": 200,
+      "response_data": "Hello, world!"
+    }
   }
 }
diff --git a/tests/aws/services/lambda_/test_lambda.validation.json b/tests/aws/services/lambda_/test_lambda.validation.json
index 9b5d816f5ac1e..764252f6734aa 100644
--- a/tests/aws/services/lambda_/test_lambda.validation.json
+++ b/tests/aws/services/lambda_/test_lambda.validation.json
@@ -203,6 +203,15 @@
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaPermissions::test_lambda_permission_url_invocation": {
     "last_validated_date": "2024-04-08T16:57:37+00:00"
   },
+  "tests/aws/services/lambda_/test_lambda.py::TestLambdaURL::test_function_url_with_response_streaming": {
+    "last_validated_date": "2025-07-30T21:16:00+00:00",
+    "durations_in_seconds": {
+      "setup": 10.91,
+      "call": 3.45,
+      "teardown": 0.83,
+      "total": 15.19
+    }
+  },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaURL::test_lambda_update_function_url_config": {
     "last_validated_date": "2024-04-08T16:57:17+00:00"
   },

From ac8897e41a50db8741f5c7e9c3ec6b8819e22713 Mon Sep 17 00:00:00 2001
From: Max <max.hoheiser@gmail.com>
Date: Wed, 6 Aug 2025 17:02:46 +0200
Subject: [PATCH 072/697] Eventstudio: Move fixtures to make them available in
 Pro (#12962)

---
 .../localstack/testing/pytest/fixtures.py     | 101 ++++++++++++++++--
 tests/aws/services/events/conftest.py         |  79 +-------------
 .../events/test_archive_and_replay.py         |   2 +-
 tests/aws/services/events/test_events.py      |   8 +-
 .../aws/services/events/test_events_inputs.py |  10 +-
 .../services/events/test_events_patterns.py   |   2 +-
 .../services/events/test_events_schedule.py   |   6 +-
 .../services/events/test_events_targets.py    |   2 +-
 8 files changed, 111 insertions(+), 99 deletions(-)

diff --git a/localstack-core/localstack/testing/pytest/fixtures.py b/localstack-core/localstack/testing/pytest/fixtures.py
index f513340023189..8f63ad4b99458 100644
--- a/localstack-core/localstack/testing/pytest/fixtures.py
+++ b/localstack-core/localstack/testing/pytest/fixtures.py
@@ -2579,14 +2579,22 @@ def _create_rule(**kwargs):
 
 @pytest.fixture
 def sqs_as_events_target(aws_client, sqs_get_queue_arn):
+    """
+    Fixture that creates an SQS queue and sets it up as a target for EventBridge events.
+    """
     queue_urls = []
 
-    def _sqs_as_events_target(queue_name: str | None = None) -> tuple[str, str]:
+    def _sqs_as_events_target(
+        queue_name: str | None = None, custom_aws_client=None
+    ) -> tuple[str, str]:
         if not queue_name:
             queue_name = f"tests-queue-{short_uid()}"
-        sqs_client = aws_client.sqs
+        if custom_aws_client:
+            sqs_client = custom_aws_client.sqs
+        else:
+            sqs_client = aws_client.sqs
         queue_url = sqs_client.create_queue(QueueName=queue_name)["QueueUrl"]
-        queue_urls.append(queue_url)
+        queue_urls.append((queue_url, sqs_client))
         queue_arn = sqs_get_queue_arn(queue_url)
         policy = {
             "Version": "2012-10-17",
@@ -2604,17 +2612,98 @@ def _sqs_as_events_target(queue_name: str | None = None) -> tuple[str, str]:
         sqs_client.set_queue_attributes(
             QueueUrl=queue_url, Attributes={"Policy": json.dumps(policy)}
         )
-        return queue_url, queue_arn
+        return queue_url, queue_arn, queue_name
 
     yield _sqs_as_events_target
 
-    for queue_url in queue_urls:
+    for queue_url, sqs_client in queue_urls:
         try:
-            aws_client.sqs.delete_queue(QueueUrl=queue_url)
+            sqs_client.delete_queue(QueueUrl=queue_url)
         except Exception as e:
             LOG.debug("error cleaning up queue %s: %s", queue_url, e)
 
 
+@pytest.fixture
+def create_role_event_bus_source_to_bus_target(create_iam_role_with_policy):
+    def _create_role_event_bus_to_bus():
+        assume_role_policy_document_bus_source_to_bus_target = {
+            "Version": "2012-10-17",
+            "Statement": [
+                {
+                    "Effect": "Allow",
+                    "Principal": {"Service": "events.amazonaws.com"},
+                    "Action": "sts:AssumeRole",
+                }
+            ],
+        }
+
+        policy_document_bus_source_to_bus_target = {
+            "Version": "2012-10-17",
+            "Statement": [
+                {
+                    "Sid": "",
+                    "Effect": "Allow",
+                    "Action": "events:PutEvents",
+                    "Resource": "arn:aws:events:*:*:event-bus/*",
+                }
+            ],
+        }
+
+        role_arn_bus_source_to_bus_target = create_iam_role_with_policy(
+            RoleDefinition=assume_role_policy_document_bus_source_to_bus_target,
+            PolicyDefinition=policy_document_bus_source_to_bus_target,
+        )
+
+        return role_arn_bus_source_to_bus_target
+
+    yield _create_role_event_bus_to_bus
+
+
+@pytest.fixture
+def get_primary_secondary_client(
+    aws_client_factory,
+    secondary_aws_client_factory,
+    region_name,
+    secondary_region_name,
+    account_id,
+    secondary_account_id,
+):
+    def _get_primary_secondary_clients(cross_scenario: str):
+        """
+        Returns primary and secondary AWS clients based on the cross-scenario.
+        :param cross_scenario: The scenario for cross-region or cross-account testing.
+                               Options: "region", "account", "region_account"
+                               account_region cross scenario is not supported by AWS
+        :return: A dictionary containing primary and secondary AWS clients, and their respective region and account IDs.
+        """
+        secondary_region = secondary_region_name
+        secondary_account = secondary_account_id
+        if cross_scenario not in ["region", "account", "region_account"]:
+            raise ValueError(f"cross_scenario {cross_scenario} not supported")
+
+        primary_client = aws_client_factory(region_name=region_name)
+
+        if cross_scenario == "region":
+            secondary_account = account_id
+            secondary_client = aws_client_factory(region_name=secondary_region_name)
+
+        elif cross_scenario == "account":
+            secondary_region = region_name
+            secondary_client = secondary_aws_client_factory(region_name=region_name)
+
+        elif cross_scenario == "region_account":
+            secondary_client = secondary_aws_client_factory(region_name=secondary_region)
+
+        return {
+            "primary_aws_client": primary_client,
+            "secondary_aws_client": secondary_client,
+            "secondary_region_name": secondary_region,
+            "secondary_account_id": secondary_account,
+        }
+
+    return _get_primary_secondary_clients
+
+
 @pytest.fixture
 def clean_up(
     aws_client,
diff --git a/tests/aws/services/events/conftest.py b/tests/aws/services/events/conftest.py
index 77b9d925e033c..55507d67ff091 100644
--- a/tests/aws/services/events/conftest.py
+++ b/tests/aws/services/events/conftest.py
@@ -30,42 +30,6 @@ def _create_default_or_custom_event_bus(event_bus_type: str = "default"):
     return _create_default_or_custom_event_bus
 
 
-@pytest.fixture
-def create_role_event_bus_source_to_bus_target(create_iam_role_with_policy):
-    def _create_role_event_bus_to_bus():
-        assume_role_policy_document_bus_source_to_bus_target = {
-            "Version": "2012-10-17",
-            "Statement": [
-                {
-                    "Effect": "Allow",
-                    "Principal": {"Service": "events.amazonaws.com"},
-                    "Action": "sts:AssumeRole",
-                }
-            ],
-        }
-
-        policy_document_bus_source_to_bus_target = {
-            "Version": "2012-10-17",
-            "Statement": [
-                {
-                    "Sid": "",
-                    "Effect": "Allow",
-                    "Action": "events:PutEvents",
-                    "Resource": "arn:aws:events:*:*:event-bus/*",
-                }
-            ],
-        }
-
-        role_arn_bus_source_to_bus_target = create_iam_role_with_policy(
-            RoleDefinition=assume_role_policy_document_bus_source_to_bus_target,
-            PolicyDefinition=policy_document_bus_source_to_bus_target,
-        )
-
-        return role_arn_bus_source_to_bus_target
-
-    yield _create_role_event_bus_to_bus
-
-
 @pytest.fixture
 def events_create_archive(aws_client, region_name, account_id):
     archives = []
@@ -203,7 +167,7 @@ def _put_events_with_filter_to_sqs(
             event_bus_name = f"test-bus-{short_uid()}"
             events_create_event_bus(Name=event_bus_name)
 
-        queue_url, queue_arn = sqs_as_events_target()
+        queue_url, queue_arn, _ = sqs_as_events_target()
 
         events_put_rule(
             Name=rule_name,
@@ -350,47 +314,6 @@ def _add_resource_policy_logs_events_access(log_group_arn: str):
         aws_client.logs.delete_resource_policy(policyName=policy_name)
 
 
-@pytest.fixture
-def get_primary_secondary_client(
-    aws_client_factory,
-    secondary_aws_client_factory,
-    region_name,
-    secondary_region_name,
-    account_id,
-    secondary_account_id,
-):
-    def _get_primary_secondary_clients(cross_scenario: str):
-        secondary_region = secondary_region_name
-        secondary_account = secondary_account_id
-        if cross_scenario not in ["region", "account", "region_account"]:
-            raise ValueError(f"cross_scenario {cross_scenario} not supported")
-
-        primary_client = aws_client_factory(region_name=region_name)
-
-        if cross_scenario == "region":
-            secondary_account = account_id
-            secondary_client = aws_client_factory(region_name=secondary_region_name)
-
-        elif cross_scenario == "account":
-            secondary_region = region_name
-            secondary_client = secondary_aws_client_factory(region_name=region_name)
-
-        elif cross_scenario == "region_account":
-            secondary_client = secondary_aws_client_factory(region_name=secondary_region)
-
-        else:
-            raise ValueError(f"cross_scenario {cross_scenario} not supported")
-
-        return {
-            "primary_aws_client": primary_client,
-            "secondary_aws_client": secondary_client,
-            "secondary_region_name": secondary_region,
-            "secondary_account_id": secondary_account,
-        }
-
-    return _get_primary_secondary_clients
-
-
 @pytest.fixture
 def connection_name():
     return f"test-connection-{short_uid()}"
diff --git a/tests/aws/services/events/test_archive_and_replay.py b/tests/aws/services/events/test_archive_and_replay.py
index 18c18804c24f4..4634aeb2401e6 100644
--- a/tests/aws/services/events/test_archive_and_replay.py
+++ b/tests/aws/services/events/test_archive_and_replay.py
@@ -393,7 +393,7 @@ def test_start_list_describe_canceled_replay(
         rule_arn = response["RuleArn"]
 
         # setup sqs target
-        queue_url, queue_arn = sqs_as_events_target()
+        queue_url, queue_arn, _ = sqs_as_events_target()
         target_id = f"target-{short_uid()}"
         aws_client.events.put_targets(
             Rule=rule_name,
diff --git a/tests/aws/services/events/test_events.py b/tests/aws/services/events/test_events.py
index cb748eb832c1c..2ba4c452e2153 100644
--- a/tests/aws/services/events/test_events.py
+++ b/tests/aws/services/events/test_events.py
@@ -293,8 +293,8 @@ def test_put_events_response_entries_order(
     ):
         """Test that put_events response contains each EventId only once, even with multiple targets."""
 
-        queue_url_1, queue_arn_1 = sqs_as_events_target()
-        queue_url_2, queue_arn_2 = sqs_as_events_target()
+        queue_url_1, queue_arn_1, _ = sqs_as_events_target()
+        queue_url_2, queue_arn_2, _ = sqs_as_events_target()
 
         rule_name = f"test-rule-{short_uid()}"
 
@@ -454,7 +454,7 @@ def test_put_events_with_time_field(
     ):
         """Test that EventBridge correctly handles datetime serialization in events."""
         rule_name = f"test-rule-{short_uid()}"
-        queue_url, queue_arn = sqs_as_events_target()
+        queue_url, queue_arn, _ = sqs_as_events_target()
 
         snapshot.add_transformers_list(
             [
@@ -954,7 +954,7 @@ def test_put_events_bus_to_bus(
         )
 
         # Create sqs target
-        queue_url, queue_arn = sqs_as_events_target()
+        queue_url, queue_arn, _ = sqs_as_events_target()
 
         # Rule and target bus 2 to sqs
         rule_name_bus_two = f"rule-{short_uid()}"
diff --git a/tests/aws/services/events/test_events_inputs.py b/tests/aws/services/events/test_events_inputs.py
index 65e225a460c87..68c9925d16985 100644
--- a/tests/aws/services/events/test_events_inputs.py
+++ b/tests/aws/services/events/test_events_inputs.py
@@ -36,7 +36,7 @@
 def test_put_event_input_path_and_input_transformer(
     sqs_as_events_target, events_create_event_bus, events_put_rule, aws_client, snapshot
 ):
-    _, queue_arn = sqs_as_events_target()
+    _, queue_arn, _ = sqs_as_events_target()
     bus_name = f"test-bus-{short_uid()}"
     events_create_event_bus(Name=bus_name)
 
@@ -164,8 +164,8 @@ def test_put_events_with_input_path_multiple_targets(
         snapshot,
     ):
         # prepare target queues
-        queue_url_1, queue_arn_1 = sqs_as_events_target()
-        queue_url_2, queue_arn_2 = sqs_as_events_target()
+        queue_url_1, queue_arn_1, _ = sqs_as_events_target()
+        queue_url_2, queue_arn_2, _ = sqs_as_events_target()
 
         bus_name = f"test-bus-{short_uid()}"
         events_create_event_bus(Name=bus_name)
@@ -355,7 +355,7 @@ def test_put_events_with_input_transformer_missing_keys(
         aws_client_factory,
         snapshot,
     ):
-        _, queue_arn = sqs_as_events_target()
+        _, queue_arn, _ = sqs_as_events_target()
 
         bus_name = f"test-bus-{short_uid()}"
         events_create_event_bus(Name=bus_name)
@@ -424,7 +424,7 @@ def test_input_transformer_predefined_variables(
         # https://docs.aws.amazon.com/eventbridge/latest/userguide/eb-transform-target-input.html#eb-transform-input-predefined
 
         # prepare target queues
-        queue_url, queue_arn = sqs_as_events_target()
+        queue_url, queue_arn, _ = sqs_as_events_target()
 
         bus_name = f"test-bus-{short_uid()}"
         events_create_event_bus(Name=bus_name)
diff --git a/tests/aws/services/events/test_events_patterns.py b/tests/aws/services/events/test_events_patterns.py
index a8af3d5cc1a8b..da3f301772236 100644
--- a/tests/aws/services/events/test_events_patterns.py
+++ b/tests/aws/services/events/test_events_patterns.py
@@ -446,7 +446,7 @@ def test_put_event_with_content_base_rule_in_pattern(
         snapshot,
         aws_client,
     ):
-        queue_url, queue_arn = sqs_as_events_target()
+        queue_url, queue_arn, _ = sqs_as_events_target()
 
         # Create event bus
         event_bus_name = f"event-bus-{short_uid()}"
diff --git a/tests/aws/services/events/test_events_schedule.py b/tests/aws/services/events/test_events_schedule.py
index aef36fadb04f2..a3b34a86f3a9c 100644
--- a/tests/aws/services/events/test_events_schedule.py
+++ b/tests/aws/services/events/test_events_schedule.py
@@ -148,7 +148,7 @@ def tests_schedule_rate_target_sqs(
     def tests_schedule_rate_custom_input_target_sqs(
         self, sqs_as_events_target, events_put_rule, aws_client, snapshot
     ):
-        queue_url, queue_arn = sqs_as_events_target()
+        queue_url, queue_arn, _ = sqs_as_events_target()
 
         bus_name = "default"
         rule_name = f"test-rule-{short_uid()}"
@@ -343,7 +343,7 @@ def test_schedule_cron_target_sqs(
         aws_client,
         snapshot,
     ):
-        queue_url, queue_arn = sqs_as_events_target()
+        queue_url, queue_arn, _ = sqs_as_events_target()
 
         schedule_cron, target_datetime = get_cron_expression(
             1
@@ -391,7 +391,7 @@ def test_schedule_cron_target_sqs(
     def tests_scheduled_rule_does_not_trigger_on_put_events(
         self, sqs_as_events_target, events_put_rule, aws_client
     ):
-        queue_url, queue_arn = sqs_as_events_target()
+        queue_url, queue_arn, _ = sqs_as_events_target()
 
         bus_name = "default"
         rule_name = f"test-rule-{short_uid()}"
diff --git a/tests/aws/services/events/test_events_targets.py b/tests/aws/services/events/test_events_targets.py
index a4c641466f4d2..bddbb5612d835 100644
--- a/tests/aws/services/events/test_events_targets.py
+++ b/tests/aws/services/events/test_events_targets.py
@@ -639,7 +639,7 @@ def test_put_events_with_target_events(
             EventPattern=json.dumps(TEST_EVENT_PATTERN),
         )
 
-        queue_url, queue_arn = sqs_as_events_target()
+        queue_url, queue_arn, _ = sqs_as_events_target()
         target_id = f"target-{short_uid()}"
         aws_client.events.put_targets(
             Rule=rule_name_target_to_sqs,

From aee64339796e5553b9e8a6e1fed46b96d4665a47 Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Wed, 6 Aug 2025 23:03:46 +0100
Subject: [PATCH 073/697] CFNv2: support resolve:ssm: and
 resolve:secretsmanager: strings (#12965)

---
 .../engine/v2/change_set_model_preproc.py     |  22 +++-
 .../cloudformation/engine/v2/resolving.py     | 100 ++++++++++++++++++
 .../cloudformation/test_template_engine.py    |   6 +-
 3 files changed, 125 insertions(+), 3 deletions(-)
 create mode 100644 localstack-core/localstack/services/cloudformation/engine/v2/resolving.py

diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
index 79739dcf47b8d..aca4265b6b8d5 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
@@ -42,6 +42,10 @@
 from localstack.services.cloudformation.engine.v2.change_set_model_visitor import (
     ChangeSetModelVisitor,
 )
+from localstack.services.cloudformation.engine.v2.resolving import (
+    extract_dynamic_reference,
+    perform_dynamic_reference_lookup,
+)
 from localstack.services.cloudformation.stores import (
     exports_map,
 )
@@ -982,7 +986,23 @@ def visit_node_array(self, node_array: NodeArray) -> PreprocEntityDelta:
         return PreprocEntityDelta(before=before, after=after)
 
     def visit_node_property(self, node_property: NodeProperty) -> PreprocEntityDelta:
-        return self.visit(node_property.value)
+        # TODO: what about other positions?
+        value = self.visit(node_property.value)
+        if not is_nothing(value.before):
+            if dynamic_ref := extract_dynamic_reference(value.before):
+                value.before = perform_dynamic_reference_lookup(
+                    reference=dynamic_ref,
+                    account_id=self._change_set.account_id,
+                    region_name=self._change_set.region_name,
+                )
+        if not is_nothing(value.after):
+            if dynamic_ref := extract_dynamic_reference(value.after):
+                value.after = perform_dynamic_reference_lookup(
+                    reference=dynamic_ref,
+                    account_id=self._change_set.account_id,
+                    region_name=self._change_set.region_name,
+                )
+        return value
 
     def visit_node_properties(
         self, node_properties: NodeProperties
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/resolving.py b/localstack-core/localstack/services/cloudformation/engine/v2/resolving.py
new file mode 100644
index 0000000000000..c8f95b72455de
--- /dev/null
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/resolving.py
@@ -0,0 +1,100 @@
+import logging
+import re
+from dataclasses import dataclass
+from typing import Any
+
+from botocore.exceptions import ClientError
+
+from localstack.aws.connect import connect_to
+from localstack.utils import json
+
+LOG = logging.getLogger(__name__)
+
+REGEX_DYNAMIC_REF = re.compile(r"{{resolve:([^:]+):(.+)}}")
+
+
+@dataclass
+class DynamicReference:
+    service_name: str
+    reference_key: str
+
+
+def extract_dynamic_reference(value: Any) -> DynamicReference | None:
+    if isinstance(value, str):
+        if dynamic_ref_match := REGEX_DYNAMIC_REF.match(value):
+            return DynamicReference(dynamic_ref_match[1], dynamic_ref_match[2])
+    return None
+
+
+def perform_dynamic_reference_lookup(
+    reference: DynamicReference, account_id: str, region_name: str
+) -> str | None:
+    # basic dynamic reference support
+    # see: https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/dynamic-references.html
+    # technically there are more restrictions for each of these services but checking each of these
+    # isn't really necessary for the current level of emulation
+
+    # only these 3 services are supported for dynamic references right now
+    if reference.service_name == "ssm":
+        ssm_client = connect_to(aws_access_key_id=account_id, region_name=region_name).ssm
+        try:
+            return ssm_client.get_parameter(Name=reference.reference_key)["Parameter"]["Value"]
+        except ClientError as e:
+            LOG.error("client error accessing SSM parameter '%s': %s", reference.reference_key, e)
+            raise
+    elif reference.service_name == "ssm-secure":
+        ssm_client = connect_to(aws_access_key_id=account_id, region_name=region_name).ssm
+        try:
+            return ssm_client.get_parameter(Name=reference.reference_key, WithDecryption=True)[
+                "Parameter"
+            ]["Value"]
+        except ClientError as e:
+            LOG.error("client error accessing SSM parameter '%s': %s", reference.reference_key, e)
+            raise
+    elif reference.service_name == "secretsmanager":
+        # reference key needs to be parsed further
+        # because {{resolve:secretsmanager:secret-id:secret-string:json-key:version-stage:version-id}}
+        # we match for "secret-id:secret-string:json-key:version-stage:version-id"
+        # where
+        #   secret-id can either be the secret name or the full ARN of the secret
+        #   secret-string *must* be SecretString
+        #   all other values are optional
+        secret_id = reference.reference_key
+        [json_key, version_stage, version_id] = [None, None, None]
+        if "SecretString" in reference.reference_key:
+            parts = reference.reference_key.split(":SecretString:")
+            secret_id = parts[0]
+            # json-key, version-stage and version-id are optional.
+            [json_key, version_stage, version_id] = f"{parts[1]}::".split(":")[:3]
+
+        kwargs = {}  # optional args for get_secret_value
+        if version_id:
+            kwargs["VersionId"] = version_id
+        if version_stage:
+            kwargs["VersionStage"] = version_stage
+
+        secretsmanager_client = connect_to(
+            aws_access_key_id=account_id, region_name=region_name
+        ).secretsmanager
+        try:
+            secret_value = secretsmanager_client.get_secret_value(SecretId=secret_id, **kwargs)[
+                "SecretString"
+            ]
+        except ClientError:
+            LOG.error("client error while trying to access key '%s': %s", secret_id)
+            raise
+
+        if json_key:
+            json_secret = json.loads(secret_value)
+            if json_key not in json_secret:
+                raise RuntimeError(
+                    f"JSON value for {reference.service_name}.{reference.reference_key} not present"
+                )
+            return json_secret[json_key]
+        else:
+            return secret_value
+
+    LOG.warning(
+        "Unsupported service for dynamic parameter: service_name=%s", reference.service_name
+    )
+    return None
diff --git a/tests/aws/services/cloudformation/test_template_engine.py b/tests/aws/services/cloudformation/test_template_engine.py
index d9732b78cc19b..48d83cf0afe2b 100644
--- a/tests/aws/services/cloudformation/test_template_engine.py
+++ b/tests/aws/services/cloudformation/test_template_engine.py
@@ -304,8 +304,8 @@ def test_stack_imports(self, deploy_cfn_template, aws_client):
         assert stack2.outputs["MessageQueueArn2"] == queue_arn2
 
 
-@skip_if_v2_provider(reason="CFNV2:Resolve")
 class TestSsmParameters:
+    @skip_if_v2_provider(reason="CFNV2:Resolve")
     @markers.aws.validated
     def test_create_stack_with_ssm_parameters(
         self, create_parameter, deploy_cfn_template, snapshot, aws_client
@@ -380,6 +380,7 @@ def test_resolve_ssm_with_version(self, create_parameter, deploy_cfn_template, a
         topic_name = result.outputs["TopicName"]
         assert topic_name == parameter_value_v1
 
+    @skip_if_v2_provider(reason="CFNV2:Resolve")
     @markers.aws.needs_fixing
     def test_resolve_ssm_secure(self, create_parameter, deploy_cfn_template):
         parameter_key = f"param-key-{short_uid()}"
@@ -397,6 +398,7 @@ def test_resolve_ssm_secure(self, create_parameter, deploy_cfn_template):
         topic_name = result.outputs["TopicName"]
         assert topic_name == parameter_value
 
+    @skip_if_v2_provider(reason="CFNV2:Resolve")
     @markers.aws.validated
     def test_ssm_nested_with_nested_stack(self, s3_create_bucket, deploy_cfn_template, aws_client):
         """
@@ -432,6 +434,7 @@ def test_ssm_nested_with_nested_stack(self, s3_create_bucket, deploy_cfn_templat
 
         assert ssm_parameter == key_value
 
+    @skip_if_v2_provider(reason="CFNV2:Resolve")
     @markers.aws.validated
     def test_create_change_set_with_ssm_parameter_list(
         self, deploy_cfn_template, aws_client, region_name, account_id, snapshot
@@ -464,7 +467,6 @@ def test_create_change_set_with_ssm_parameter_list(
 
 
 class TestSecretsManagerParameters:
-    @skip_if_v2_provider(reason="CFNV2:Resolve")
     @pytest.mark.parametrize(
         "template_name",
         [

From 0ec1008f92660d7e4ca69d2ea6b4dbd1951187c8 Mon Sep 17 00:00:00 2001
From: Sannya Singal <32308435+sannya-singal@users.noreply.github.com>
Date: Thu, 7 Aug 2025 09:52:01 +0530
Subject: [PATCH 074/697] KMS: fix HMAC key import and add validated tests for
 HMAC and ECC key specs (#12952)

---
 .../localstack/services/kms/models.py         |   8 +-
 tests/aws/services/kms/test_kms.py            | 189 +++++
 tests/aws/services/kms/test_kms.snapshot.json | 768 ++++++++++++++++++
 .../aws/services/kms/test_kms.validation.json |  72 ++
 4 files changed, 1036 insertions(+), 1 deletion(-)

diff --git a/localstack-core/localstack/services/kms/models.py b/localstack-core/localstack/services/kms/models.py
index 3479e309d4903..31719834c19a9 100644
--- a/localstack-core/localstack/services/kms/models.py
+++ b/localstack-core/localstack/services/kms/models.py
@@ -251,7 +251,13 @@ def __init__(self, key_spec: str, key_material: Optional[bytes] = None):
         self._serialize_key(key)
 
     def load_key_material(self, material: bytes):
-        if self.key_spec == "SYMMETRIC_DEFAULT":
+        if self.key_spec in [
+            KeySpec.SYMMETRIC_DEFAULT,
+            KeySpec.HMAC_224,
+            KeySpec.HMAC_256,
+            KeySpec.HMAC_384,
+            KeySpec.HMAC_512,
+        ]:
             self.key_material = material
         else:
             key = crypto_serialization.load_der_private_key(material, password=None)
diff --git a/tests/aws/services/kms/test_kms.py b/tests/aws/services/kms/test_kms.py
index bd8a33d929471..97943728ce9b5 100644
--- a/tests/aws/services/kms/test_kms.py
+++ b/tests/aws/services/kms/test_kms.py
@@ -1702,6 +1702,195 @@ def test_hmac_create_key_invalid_operations(self, kms_create_key, snapshot, regi
             )
         snapshot.match("create-hmac-key-invalid-key-usage", e.value.response)
 
+    @markers.aws.validated
+    @pytest.mark.parametrize(
+        "key_spec, curve, oaep_hash, signing_algorithm, wrapping_key_spec, wrapping_algorithm",
+        [
+            (
+                "ECC_NIST_P256",
+                ec.SECP256R1(),
+                hashes.SHA1(),
+                "ECDSA_SHA_256",
+                "RSA_2048",
+                "RSAES_OAEP_SHA_1",
+            ),
+            (
+                "ECC_NIST_P384",
+                ec.SECP384R1(),
+                hashes.SHA1(),
+                "ECDSA_SHA_384",
+                "RSA_2048",
+                "RSAES_OAEP_SHA_1",
+            ),
+            (
+                "ECC_NIST_P521",
+                ec.SECP521R1(),
+                hashes.SHA256(),
+                "ECDSA_SHA_512",
+                "RSA_4096",
+                "RSAES_OAEP_SHA_256",
+            ),
+            (
+                "ECC_SECG_P256K1",
+                ec.SECP256K1(),
+                hashes.SHA1(),
+                "ECDSA_SHA_256",
+                "RSA_2048",
+                "RSAES_OAEP_SHA_1",
+            ),
+        ],
+        ids=["ECC_NIST_P256", "ECC_NIST_P384", "ECC_NIST_P521", "ECC_SECG_P256K1"],
+    )
+    def test_import_key_ecc_keys(
+        self,
+        key_spec,
+        curve,
+        oaep_hash,
+        signing_algorithm,
+        wrapping_key_spec,
+        wrapping_algorithm,
+        kms_create_key,
+        aws_client,
+        snapshot,
+    ):
+        key = kms_create_key(
+            Origin="EXTERNAL",
+            KeySpec=key_spec,
+            KeyUsage="SIGN_VERIFY",
+            Description="test ecc key import",
+        )
+        key_id = key["KeyId"]
+
+        ecc_key = ec.generate_private_key(curve)
+        raw_private_key = ecc_key.private_bytes(
+            serialization.Encoding.DER,
+            serialization.PrivateFormat.PKCS8,
+            serialization.NoEncryption(),
+        )
+        raw_public_key = ecc_key.public_key().public_bytes(
+            serialization.Encoding.DER,
+            serialization.PublicFormat.SubjectPublicKeyInfo,
+        )
+
+        import_params = aws_client.kms.get_parameters_for_import(
+            KeyId=key_id,
+            WrappingAlgorithm=wrapping_algorithm,
+            WrappingKeySpec=wrapping_key_spec,
+        )
+
+        public_key = load_der_public_key(import_params["PublicKey"])
+        encrypted_key = public_key.encrypt(
+            raw_private_key,
+            padding.OAEP(
+                mgf=padding.MGF1(algorithm=oaep_hash),
+                algorithm=oaep_hash,
+                label=None,
+            ),
+        )
+
+        describe_before = aws_client.kms.describe_key(KeyId=key_id)
+        snapshot.match("describe-key-before-import", describe_before)
+
+        aws_client.kms.import_key_material(
+            KeyId=key_id,
+            ImportToken=import_params["ImportToken"],
+            EncryptedKeyMaterial=encrypted_key,
+            ExpirationModel="KEY_MATERIAL_DOES_NOT_EXPIRE",
+        )
+
+        describe_after = aws_client.kms.describe_key(KeyId=key_id)
+        snapshot.match("describe-key-after-import", describe_after)
+
+        get_public_key_after_import = aws_client.kms.get_public_key(KeyId=key_id)
+        assert get_public_key_after_import["PublicKey"] == raw_public_key
+
+        message = b"test sign verify 123 !%$@ 1234567890"
+        sign_result = aws_client.kms.sign(
+            KeyId=key_id,
+            Message=message,
+            MessageType="RAW",
+            SigningAlgorithm=signing_algorithm,
+        )
+        snapshot.match("sign-result", sign_result)
+
+        verify_result = aws_client.kms.verify(
+            KeyId=key_id,
+            Message=message,
+            MessageType="RAW",
+            SigningAlgorithm=signing_algorithm,
+            Signature=sign_result["Signature"],
+        )
+        snapshot.match("verify-result", verify_result)
+        assert verify_result["SignatureValid"]
+
+        aws_client.kms.delete_imported_key_material(KeyId=key_id)
+        describe_deleted = aws_client.kms.describe_key(KeyId=key_id)
+        snapshot.match("describe-key-after-deleted-import", describe_deleted)
+
+    @markers.aws.validated
+    @pytest.mark.parametrize(
+        "key_spec, key_length, mac_algo",
+        [
+            ("HMAC_224", 28, "HMAC_SHA_224"),
+            ("HMAC_256", 32, "HMAC_SHA_256"),
+            ("HMAC_384", 48, "HMAC_SHA_384"),
+            ("HMAC_512", 64, "HMAC_SHA_512"),
+        ],
+        ids=["HMAC_224", "HMAC_256", "HMAC_384", "HMAC_512"],
+    )
+    def test_import_key_hmac_keys(
+        self, key_spec, key_length, mac_algo, kms_create_key, aws_client, snapshot
+    ):
+        key = kms_create_key(
+            Origin="EXTERNAL",
+            KeySpec=key_spec,
+            KeyUsage="GENERATE_VERIFY_MAC",
+            Description="test import hmac key",
+        )
+        key_id = key["KeyId"]
+
+        plaintext = os.urandom(key_length)
+
+        params = aws_client.kms.get_parameters_for_import(
+            KeyId=key_id, WrappingAlgorithm="RSAES_OAEP_SHA_256", WrappingKeySpec="RSA_4096"
+        )
+
+        public_key = load_der_public_key(params["PublicKey"])
+        encrypted_key = public_key.encrypt(
+            plaintext,
+            padding.OAEP(
+                mgf=padding.MGF1(algorithm=hashes.SHA256()), algorithm=hashes.SHA256(), label=None
+            ),
+        )
+        describe_key_before_import = aws_client.kms.describe_key(KeyId=key_id)
+        snapshot.match("describe-key-before-import", describe_key_before_import)
+
+        aws_client.kms.import_key_material(
+            KeyId=key_id,
+            ImportToken=params["ImportToken"],
+            EncryptedKeyMaterial=encrypted_key,
+            ExpirationModel="KEY_MATERIAL_DOES_NOT_EXPIRE",
+        )
+        describe_key_after_import = aws_client.kms.describe_key(KeyId=key_id)
+        snapshot.match("describe-key-after-import", describe_key_after_import)
+
+        # Generate and verify MAC
+        message = b"test-mac-message"
+        generate_mac = aws_client.kms.generate_mac(
+            KeyId=key_id, Message=message, MacAlgorithm=mac_algo
+        )
+        snapshot.match("generate-mac-response", generate_mac)
+
+        verify_mac = aws_client.kms.verify_mac(
+            KeyId=key_id, Message=message, Mac=generate_mac["Mac"], MacAlgorithm=mac_algo
+        )
+        snapshot.match("verify-mac-response", verify_mac)
+        assert verify_mac["MacValid"]
+
+        aws_client.kms.delete_imported_key_material(KeyId=key_id)
+        describe_key_after_deleted_import = aws_client.kms.describe_key(KeyId=key_id)
+        snapshot.match("describe-key-after-deleted-import", describe_key_after_deleted_import)
+
     @markers.aws.validated
     @pytest.mark.parametrize(
         "key_spec,mac_algo",
diff --git a/tests/aws/services/kms/test_kms.snapshot.json b/tests/aws/services/kms/test_kms.snapshot.json
index 14caa75229d16..93c67bca92401 100644
--- a/tests/aws/services/kms/test_kms.snapshot.json
+++ b/tests/aws/services/kms/test_kms.snapshot.json
@@ -2427,5 +2427,773 @@
         }
       }
     }
+  },
+  "tests/aws/services/kms/test_kms.py::TestKMS::test_import_key_ecc_keys[ECC_NIST_P256]": {
+    "recorded-date": "04-08-2025, 08:10:22",
+    "recorded-content": {
+      "describe-key-before-import": {
+        "KeyMetadata": {
+          "AWSAccountId": "111111111111",
+          "Arn": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1>",
+          "CreationDate": "datetime",
+          "CustomerMasterKeySpec": "ECC_NIST_P256",
+          "Description": "test ecc key import",
+          "Enabled": false,
+          "KeyId": "<key-id:1>",
+          "KeyManager": "CUSTOMER",
+          "KeySpec": "ECC_NIST_P256",
+          "KeyState": "PendingImport",
+          "KeyUsage": "SIGN_VERIFY",
+          "MultiRegion": false,
+          "Origin": "EXTERNAL",
+          "SigningAlgorithms": [
+            "ECDSA_SHA_256"
+          ]
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-key-after-import": {
+        "KeyMetadata": {
+          "AWSAccountId": "111111111111",
+          "Arn": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1>",
+          "CreationDate": "datetime",
+          "CustomerMasterKeySpec": "ECC_NIST_P256",
+          "Description": "test ecc key import",
+          "Enabled": true,
+          "ExpirationModel": "KEY_MATERIAL_DOES_NOT_EXPIRE",
+          "KeyId": "<key-id:1>",
+          "KeyManager": "CUSTOMER",
+          "KeySpec": "ECC_NIST_P256",
+          "KeyState": "Enabled",
+          "KeyUsage": "SIGN_VERIFY",
+          "MultiRegion": false,
+          "Origin": "EXTERNAL",
+          "SigningAlgorithms": [
+            "ECDSA_SHA_256"
+          ]
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "sign-result": {
+        "KeyId": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1>",
+        "Signature": "<signature>",
+        "SigningAlgorithm": "ECDSA_SHA_256",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "verify-result": {
+        "KeyId": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1>",
+        "SignatureValid": true,
+        "SigningAlgorithm": "ECDSA_SHA_256",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-key-after-deleted-import": {
+        "KeyMetadata": {
+          "AWSAccountId": "111111111111",
+          "Arn": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1>",
+          "CreationDate": "datetime",
+          "CustomerMasterKeySpec": "ECC_NIST_P256",
+          "Description": "test ecc key import",
+          "Enabled": false,
+          "KeyId": "<key-id:1>",
+          "KeyManager": "CUSTOMER",
+          "KeySpec": "ECC_NIST_P256",
+          "KeyState": "PendingImport",
+          "KeyUsage": "SIGN_VERIFY",
+          "MultiRegion": false,
+          "Origin": "EXTERNAL",
+          "SigningAlgorithms": [
+            "ECDSA_SHA_256"
+          ]
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/kms/test_kms.py::TestKMS::test_import_key_ecc_keys[ECC_NIST_P384]": {
+    "recorded-date": "04-08-2025, 08:10:26",
+    "recorded-content": {
+      "describe-key-before-import": {
+        "KeyMetadata": {
+          "AWSAccountId": "111111111111",
+          "Arn": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1>",
+          "CreationDate": "datetime",
+          "CustomerMasterKeySpec": "ECC_NIST_P384",
+          "Description": "test ecc key import",
+          "Enabled": false,
+          "KeyId": "<key-id:1>",
+          "KeyManager": "CUSTOMER",
+          "KeySpec": "ECC_NIST_P384",
+          "KeyState": "PendingImport",
+          "KeyUsage": "SIGN_VERIFY",
+          "MultiRegion": false,
+          "Origin": "EXTERNAL",
+          "SigningAlgorithms": [
+            "ECDSA_SHA_384"
+          ]
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-key-after-import": {
+        "KeyMetadata": {
+          "AWSAccountId": "111111111111",
+          "Arn": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1>",
+          "CreationDate": "datetime",
+          "CustomerMasterKeySpec": "ECC_NIST_P384",
+          "Description": "test ecc key import",
+          "Enabled": true,
+          "ExpirationModel": "KEY_MATERIAL_DOES_NOT_EXPIRE",
+          "KeyId": "<key-id:1>",
+          "KeyManager": "CUSTOMER",
+          "KeySpec": "ECC_NIST_P384",
+          "KeyState": "Enabled",
+          "KeyUsage": "SIGN_VERIFY",
+          "MultiRegion": false,
+          "Origin": "EXTERNAL",
+          "SigningAlgorithms": [
+            "ECDSA_SHA_384"
+          ]
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "sign-result": {
+        "KeyId": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1>",
+        "Signature": "<signature>",
+        "SigningAlgorithm": "ECDSA_SHA_384",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "verify-result": {
+        "KeyId": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1>",
+        "SignatureValid": true,
+        "SigningAlgorithm": "ECDSA_SHA_384",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-key-after-deleted-import": {
+        "KeyMetadata": {
+          "AWSAccountId": "111111111111",
+          "Arn": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1>",
+          "CreationDate": "datetime",
+          "CustomerMasterKeySpec": "ECC_NIST_P384",
+          "Description": "test ecc key import",
+          "Enabled": false,
+          "KeyId": "<key-id:1>",
+          "KeyManager": "CUSTOMER",
+          "KeySpec": "ECC_NIST_P384",
+          "KeyState": "PendingImport",
+          "KeyUsage": "SIGN_VERIFY",
+          "MultiRegion": false,
+          "Origin": "EXTERNAL",
+          "SigningAlgorithms": [
+            "ECDSA_SHA_384"
+          ]
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/kms/test_kms.py::TestKMS::test_import_key_ecc_keys[ECC_SECG_P256K1]": {
+    "recorded-date": "04-08-2025, 08:10:33",
+    "recorded-content": {
+      "describe-key-before-import": {
+        "KeyMetadata": {
+          "AWSAccountId": "111111111111",
+          "Arn": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1>",
+          "CreationDate": "datetime",
+          "CustomerMasterKeySpec": "ECC_SECG_P256K1",
+          "Description": "test ecc key import",
+          "Enabled": false,
+          "KeyId": "<key-id:1>",
+          "KeyManager": "CUSTOMER",
+          "KeySpec": "ECC_SECG_P256K1",
+          "KeyState": "PendingImport",
+          "KeyUsage": "SIGN_VERIFY",
+          "MultiRegion": false,
+          "Origin": "EXTERNAL",
+          "SigningAlgorithms": [
+            "ECDSA_SHA_256"
+          ]
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-key-after-import": {
+        "KeyMetadata": {
+          "AWSAccountId": "111111111111",
+          "Arn": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1>",
+          "CreationDate": "datetime",
+          "CustomerMasterKeySpec": "ECC_SECG_P256K1",
+          "Description": "test ecc key import",
+          "Enabled": true,
+          "ExpirationModel": "KEY_MATERIAL_DOES_NOT_EXPIRE",
+          "KeyId": "<key-id:1>",
+          "KeyManager": "CUSTOMER",
+          "KeySpec": "ECC_SECG_P256K1",
+          "KeyState": "Enabled",
+          "KeyUsage": "SIGN_VERIFY",
+          "MultiRegion": false,
+          "Origin": "EXTERNAL",
+          "SigningAlgorithms": [
+            "ECDSA_SHA_256"
+          ]
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "sign-result": {
+        "KeyId": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1>",
+        "Signature": "<signature>",
+        "SigningAlgorithm": "ECDSA_SHA_256",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "verify-result": {
+        "KeyId": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1>",
+        "SignatureValid": true,
+        "SigningAlgorithm": "ECDSA_SHA_256",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-key-after-deleted-import": {
+        "KeyMetadata": {
+          "AWSAccountId": "111111111111",
+          "Arn": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1>",
+          "CreationDate": "datetime",
+          "CustomerMasterKeySpec": "ECC_SECG_P256K1",
+          "Description": "test ecc key import",
+          "Enabled": false,
+          "KeyId": "<key-id:1>",
+          "KeyManager": "CUSTOMER",
+          "KeySpec": "ECC_SECG_P256K1",
+          "KeyState": "PendingImport",
+          "KeyUsage": "SIGN_VERIFY",
+          "MultiRegion": false,
+          "Origin": "EXTERNAL",
+          "SigningAlgorithms": [
+            "ECDSA_SHA_256"
+          ]
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/kms/test_kms.py::TestKMS::test_import_key_ecc_keys[ECC_NIST_P521]": {
+    "recorded-date": "04-08-2025, 08:10:29",
+    "recorded-content": {
+      "describe-key-before-import": {
+        "KeyMetadata": {
+          "AWSAccountId": "111111111111",
+          "Arn": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1>",
+          "CreationDate": "datetime",
+          "CustomerMasterKeySpec": "ECC_NIST_P521",
+          "Description": "test ecc key import",
+          "Enabled": false,
+          "KeyId": "<key-id:1>",
+          "KeyManager": "CUSTOMER",
+          "KeySpec": "ECC_NIST_P521",
+          "KeyState": "PendingImport",
+          "KeyUsage": "SIGN_VERIFY",
+          "MultiRegion": false,
+          "Origin": "EXTERNAL",
+          "SigningAlgorithms": [
+            "ECDSA_SHA_512"
+          ]
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-key-after-import": {
+        "KeyMetadata": {
+          "AWSAccountId": "111111111111",
+          "Arn": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1>",
+          "CreationDate": "datetime",
+          "CustomerMasterKeySpec": "ECC_NIST_P521",
+          "Description": "test ecc key import",
+          "Enabled": true,
+          "ExpirationModel": "KEY_MATERIAL_DOES_NOT_EXPIRE",
+          "KeyId": "<key-id:1>",
+          "KeyManager": "CUSTOMER",
+          "KeySpec": "ECC_NIST_P521",
+          "KeyState": "Enabled",
+          "KeyUsage": "SIGN_VERIFY",
+          "MultiRegion": false,
+          "Origin": "EXTERNAL",
+          "SigningAlgorithms": [
+            "ECDSA_SHA_512"
+          ]
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "sign-result": {
+        "KeyId": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1>",
+        "Signature": "<signature>",
+        "SigningAlgorithm": "ECDSA_SHA_512",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "verify-result": {
+        "KeyId": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1>",
+        "SignatureValid": true,
+        "SigningAlgorithm": "ECDSA_SHA_512",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-key-after-deleted-import": {
+        "KeyMetadata": {
+          "AWSAccountId": "111111111111",
+          "Arn": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1>",
+          "CreationDate": "datetime",
+          "CustomerMasterKeySpec": "ECC_NIST_P521",
+          "Description": "test ecc key import",
+          "Enabled": false,
+          "KeyId": "<key-id:1>",
+          "KeyManager": "CUSTOMER",
+          "KeySpec": "ECC_NIST_P521",
+          "KeyState": "PendingImport",
+          "KeyUsage": "SIGN_VERIFY",
+          "MultiRegion": false,
+          "Origin": "EXTERNAL",
+          "SigningAlgorithms": [
+            "ECDSA_SHA_512"
+          ]
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/kms/test_kms.py::TestKMS::test_import_key_hmac_keys[HMAC_224]": {
+    "recorded-date": "04-08-2025, 08:11:28",
+    "recorded-content": {
+      "describe-key-before-import": {
+        "KeyMetadata": {
+          "AWSAccountId": "111111111111",
+          "Arn": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1>",
+          "CreationDate": "datetime",
+          "CustomerMasterKeySpec": "HMAC_224",
+          "Description": "test import hmac key",
+          "Enabled": false,
+          "KeyId": "<key-id:1>",
+          "KeyManager": "CUSTOMER",
+          "KeySpec": "HMAC_224",
+          "KeyState": "PendingImport",
+          "KeyUsage": "GENERATE_VERIFY_MAC",
+          "MacAlgorithms": [
+            "HMAC_SHA_224"
+          ],
+          "MultiRegion": false,
+          "Origin": "EXTERNAL"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-key-after-import": {
+        "KeyMetadata": {
+          "AWSAccountId": "111111111111",
+          "Arn": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1>",
+          "CreationDate": "datetime",
+          "CustomerMasterKeySpec": "HMAC_224",
+          "Description": "test import hmac key",
+          "Enabled": true,
+          "ExpirationModel": "KEY_MATERIAL_DOES_NOT_EXPIRE",
+          "KeyId": "<key-id:1>",
+          "KeyManager": "CUSTOMER",
+          "KeySpec": "HMAC_224",
+          "KeyState": "Enabled",
+          "KeyUsage": "GENERATE_VERIFY_MAC",
+          "MacAlgorithms": [
+            "HMAC_SHA_224"
+          ],
+          "MultiRegion": false,
+          "Origin": "EXTERNAL"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "generate-mac-response": {
+        "KeyId": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1>",
+        "Mac": "<mac>",
+        "MacAlgorithm": "HMAC_SHA_224",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "verify-mac-response": {
+        "KeyId": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1>",
+        "MacAlgorithm": "HMAC_SHA_224",
+        "MacValid": true,
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-key-after-deleted-import": {
+        "KeyMetadata": {
+          "AWSAccountId": "111111111111",
+          "Arn": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1>",
+          "CreationDate": "datetime",
+          "CustomerMasterKeySpec": "HMAC_224",
+          "Description": "test import hmac key",
+          "Enabled": false,
+          "KeyId": "<key-id:1>",
+          "KeyManager": "CUSTOMER",
+          "KeySpec": "HMAC_224",
+          "KeyState": "PendingImport",
+          "KeyUsage": "GENERATE_VERIFY_MAC",
+          "MacAlgorithms": [
+            "HMAC_SHA_224"
+          ],
+          "MultiRegion": false,
+          "Origin": "EXTERNAL"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/kms/test_kms.py::TestKMS::test_import_key_hmac_keys[HMAC_256]": {
+    "recorded-date": "04-08-2025, 08:11:32",
+    "recorded-content": {
+      "describe-key-before-import": {
+        "KeyMetadata": {
+          "AWSAccountId": "111111111111",
+          "Arn": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1>",
+          "CreationDate": "datetime",
+          "CustomerMasterKeySpec": "HMAC_256",
+          "Description": "test import hmac key",
+          "Enabled": false,
+          "KeyId": "<key-id:1>",
+          "KeyManager": "CUSTOMER",
+          "KeySpec": "HMAC_256",
+          "KeyState": "PendingImport",
+          "KeyUsage": "GENERATE_VERIFY_MAC",
+          "MacAlgorithms": [
+            "HMAC_SHA_256"
+          ],
+          "MultiRegion": false,
+          "Origin": "EXTERNAL"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-key-after-import": {
+        "KeyMetadata": {
+          "AWSAccountId": "111111111111",
+          "Arn": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1>",
+          "CreationDate": "datetime",
+          "CustomerMasterKeySpec": "HMAC_256",
+          "Description": "test import hmac key",
+          "Enabled": true,
+          "ExpirationModel": "KEY_MATERIAL_DOES_NOT_EXPIRE",
+          "KeyId": "<key-id:1>",
+          "KeyManager": "CUSTOMER",
+          "KeySpec": "HMAC_256",
+          "KeyState": "Enabled",
+          "KeyUsage": "GENERATE_VERIFY_MAC",
+          "MacAlgorithms": [
+            "HMAC_SHA_256"
+          ],
+          "MultiRegion": false,
+          "Origin": "EXTERNAL"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "generate-mac-response": {
+        "KeyId": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1>",
+        "Mac": "<mac>",
+        "MacAlgorithm": "HMAC_SHA_256",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "verify-mac-response": {
+        "KeyId": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1>",
+        "MacAlgorithm": "HMAC_SHA_256",
+        "MacValid": true,
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-key-after-deleted-import": {
+        "KeyMetadata": {
+          "AWSAccountId": "111111111111",
+          "Arn": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1>",
+          "CreationDate": "datetime",
+          "CustomerMasterKeySpec": "HMAC_256",
+          "Description": "test import hmac key",
+          "Enabled": false,
+          "KeyId": "<key-id:1>",
+          "KeyManager": "CUSTOMER",
+          "KeySpec": "HMAC_256",
+          "KeyState": "PendingImport",
+          "KeyUsage": "GENERATE_VERIFY_MAC",
+          "MacAlgorithms": [
+            "HMAC_SHA_256"
+          ],
+          "MultiRegion": false,
+          "Origin": "EXTERNAL"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/kms/test_kms.py::TestKMS::test_import_key_hmac_keys[HMAC_384]": {
+    "recorded-date": "04-08-2025, 08:11:35",
+    "recorded-content": {
+      "describe-key-before-import": {
+        "KeyMetadata": {
+          "AWSAccountId": "111111111111",
+          "Arn": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1>",
+          "CreationDate": "datetime",
+          "CustomerMasterKeySpec": "HMAC_384",
+          "Description": "test import hmac key",
+          "Enabled": false,
+          "KeyId": "<key-id:1>",
+          "KeyManager": "CUSTOMER",
+          "KeySpec": "HMAC_384",
+          "KeyState": "PendingImport",
+          "KeyUsage": "GENERATE_VERIFY_MAC",
+          "MacAlgorithms": [
+            "HMAC_SHA_384"
+          ],
+          "MultiRegion": false,
+          "Origin": "EXTERNAL"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-key-after-import": {
+        "KeyMetadata": {
+          "AWSAccountId": "111111111111",
+          "Arn": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1>",
+          "CreationDate": "datetime",
+          "CustomerMasterKeySpec": "HMAC_384",
+          "Description": "test import hmac key",
+          "Enabled": true,
+          "ExpirationModel": "KEY_MATERIAL_DOES_NOT_EXPIRE",
+          "KeyId": "<key-id:1>",
+          "KeyManager": "CUSTOMER",
+          "KeySpec": "HMAC_384",
+          "KeyState": "Enabled",
+          "KeyUsage": "GENERATE_VERIFY_MAC",
+          "MacAlgorithms": [
+            "HMAC_SHA_384"
+          ],
+          "MultiRegion": false,
+          "Origin": "EXTERNAL"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "generate-mac-response": {
+        "KeyId": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1>",
+        "Mac": "<mac>",
+        "MacAlgorithm": "HMAC_SHA_384",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "verify-mac-response": {
+        "KeyId": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1>",
+        "MacAlgorithm": "HMAC_SHA_384",
+        "MacValid": true,
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-key-after-deleted-import": {
+        "KeyMetadata": {
+          "AWSAccountId": "111111111111",
+          "Arn": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1>",
+          "CreationDate": "datetime",
+          "CustomerMasterKeySpec": "HMAC_384",
+          "Description": "test import hmac key",
+          "Enabled": false,
+          "KeyId": "<key-id:1>",
+          "KeyManager": "CUSTOMER",
+          "KeySpec": "HMAC_384",
+          "KeyState": "PendingImport",
+          "KeyUsage": "GENERATE_VERIFY_MAC",
+          "MacAlgorithms": [
+            "HMAC_SHA_384"
+          ],
+          "MultiRegion": false,
+          "Origin": "EXTERNAL"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/kms/test_kms.py::TestKMS::test_import_key_hmac_keys[HMAC_512]": {
+    "recorded-date": "04-08-2025, 08:11:38",
+    "recorded-content": {
+      "describe-key-before-import": {
+        "KeyMetadata": {
+          "AWSAccountId": "111111111111",
+          "Arn": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1>",
+          "CreationDate": "datetime",
+          "CustomerMasterKeySpec": "HMAC_512",
+          "Description": "test import hmac key",
+          "Enabled": false,
+          "KeyId": "<key-id:1>",
+          "KeyManager": "CUSTOMER",
+          "KeySpec": "HMAC_512",
+          "KeyState": "PendingImport",
+          "KeyUsage": "GENERATE_VERIFY_MAC",
+          "MacAlgorithms": [
+            "HMAC_SHA_512"
+          ],
+          "MultiRegion": false,
+          "Origin": "EXTERNAL"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-key-after-import": {
+        "KeyMetadata": {
+          "AWSAccountId": "111111111111",
+          "Arn": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1>",
+          "CreationDate": "datetime",
+          "CustomerMasterKeySpec": "HMAC_512",
+          "Description": "test import hmac key",
+          "Enabled": true,
+          "ExpirationModel": "KEY_MATERIAL_DOES_NOT_EXPIRE",
+          "KeyId": "<key-id:1>",
+          "KeyManager": "CUSTOMER",
+          "KeySpec": "HMAC_512",
+          "KeyState": "Enabled",
+          "KeyUsage": "GENERATE_VERIFY_MAC",
+          "MacAlgorithms": [
+            "HMAC_SHA_512"
+          ],
+          "MultiRegion": false,
+          "Origin": "EXTERNAL"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "generate-mac-response": {
+        "KeyId": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1>",
+        "Mac": "<mac>",
+        "MacAlgorithm": "HMAC_SHA_512",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "verify-mac-response": {
+        "KeyId": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1>",
+        "MacAlgorithm": "HMAC_SHA_512",
+        "MacValid": true,
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-key-after-deleted-import": {
+        "KeyMetadata": {
+          "AWSAccountId": "111111111111",
+          "Arn": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1>",
+          "CreationDate": "datetime",
+          "CustomerMasterKeySpec": "HMAC_512",
+          "Description": "test import hmac key",
+          "Enabled": false,
+          "KeyId": "<key-id:1>",
+          "KeyManager": "CUSTOMER",
+          "KeySpec": "HMAC_512",
+          "KeyState": "PendingImport",
+          "KeyUsage": "GENERATE_VERIFY_MAC",
+          "MacAlgorithms": [
+            "HMAC_SHA_512"
+          ],
+          "MultiRegion": false,
+          "Origin": "EXTERNAL"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/kms/test_kms.validation.json b/tests/aws/services/kms/test_kms.validation.json
index 53acbdfce27e2..7d53da7de6f49 100644
--- a/tests/aws/services/kms/test_kms.validation.json
+++ b/tests/aws/services/kms/test_kms.validation.json
@@ -161,6 +161,78 @@
   "tests/aws/services/kms/test_kms.py::TestKMS::test_import_key_asymmetric": {
     "last_validated_date": "2024-04-11T15:53:35+00:00"
   },
+  "tests/aws/services/kms/test_kms.py::TestKMS::test_import_key_ecc_keys[ECC_NIST_P256]": {
+    "last_validated_date": "2025-08-04T08:10:22+00:00",
+    "durations_in_seconds": {
+      "setup": 1.37,
+      "call": 4.01,
+      "teardown": 0.32,
+      "total": 5.7
+    }
+  },
+  "tests/aws/services/kms/test_kms.py::TestKMS::test_import_key_ecc_keys[ECC_NIST_P384]": {
+    "last_validated_date": "2025-08-04T08:10:26+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 3.15,
+      "teardown": 0.31,
+      "total": 3.46
+    }
+  },
+  "tests/aws/services/kms/test_kms.py::TestKMS::test_import_key_ecc_keys[ECC_NIST_P521]": {
+    "last_validated_date": "2025-08-04T08:10:29+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 3.18,
+      "teardown": 0.31,
+      "total": 3.49
+    }
+  },
+  "tests/aws/services/kms/test_kms.py::TestKMS::test_import_key_ecc_keys[ECC_SECG_P256K1]": {
+    "last_validated_date": "2025-08-04T08:10:33+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 3.28,
+      "teardown": 0.32,
+      "total": 3.6
+    }
+  },
+  "tests/aws/services/kms/test_kms.py::TestKMS::test_import_key_hmac_keys[HMAC_224]": {
+    "last_validated_date": "2025-08-04T08:11:28+00:00",
+    "durations_in_seconds": {
+      "setup": 1.33,
+      "call": 3.61,
+      "teardown": 0.32,
+      "total": 5.26
+    }
+  },
+  "tests/aws/services/kms/test_kms.py::TestKMS::test_import_key_hmac_keys[HMAC_256]": {
+    "last_validated_date": "2025-08-04T08:11:32+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 2.85,
+      "teardown": 0.32,
+      "total": 3.17
+    }
+  },
+  "tests/aws/services/kms/test_kms.py::TestKMS::test_import_key_hmac_keys[HMAC_384]": {
+    "last_validated_date": "2025-08-04T08:11:35+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 2.89,
+      "teardown": 0.32,
+      "total": 3.21
+    }
+  },
+  "tests/aws/services/kms/test_kms.py::TestKMS::test_import_key_hmac_keys[HMAC_512]": {
+    "last_validated_date": "2025-08-04T08:11:38+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 2.92,
+      "teardown": 0.32,
+      "total": 3.24
+    }
+  },
   "tests/aws/services/kms/test_kms.py::TestKMS::test_import_key_rsa_aes_wrap_sha256": {
     "last_validated_date": "2025-07-22T06:11:13+00:00",
     "durations_in_seconds": {

From e11807500315ed0290fd85489bb0ab24ec8c32f7 Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Thu, 7 Aug 2025 05:55:30 +0100
Subject: [PATCH 075/697] CFnv2: implement SSM parameter resolving (#12934)

---
 .../engine/v2/change_set_model.py             |  27 +-
 .../engine/v2/change_set_model_executor.py    | 124 ++-
 .../services/cloudformation/v2/entities.py    |  81 +-
 .../services/cloudformation/v2/provider.py    | 166 +++-
 .../testing/pytest/cloudformation/fixtures.py |  11 +-
 .../cloudformation/api/test_changesets.py     |   3 +-
 .../cloudformation/test_change_sets.py        | 160 ++++
 .../test_change_sets.snapshot.json            | 860 ++++++++++++++++++
 .../test_change_sets.validation.json          |  18 +
 .../cloudformation/test_template_engine.py    |  41 +-
 .../test_template_engine.snapshot.json        |  24 +-
 .../test_template_engine.validation.json      |  17 +-
 .../v2/test_dynamic_resolving.py              |   1 +
 .../v2/test_dynamic_resolving.snapshot.json   | 845 +++++++++++++++++
 .../v2/test_dynamic_resolving.validation.json |  20 +
 15 files changed, 2252 insertions(+), 146 deletions(-)
 create mode 100644 tests/aws/services/cloudformation/v2/test_dynamic_resolving.py
 create mode 100644 tests/aws/services/cloudformation/v2/test_dynamic_resolving.snapshot.json
 create mode 100644 tests/aws/services/cloudformation/v2/test_dynamic_resolving.validation.json

diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py
index e50694d9ecc4e..258f9e6c36051 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py
@@ -3,7 +3,7 @@
 import abc
 import enum
 from itertools import zip_longest
-from typing import Any, Final, Generator, Optional, TypedDict, Union, cast
+from typing import TYPE_CHECKING, Any, Final, Generator, Optional, TypedDict, Union, cast
 
 from typing_extensions import TypeVar
 
@@ -11,6 +11,9 @@
 from localstack.services.cloudformation.resource_provider import ResourceProviderExecutor
 from localstack.utils.strings import camel_to_snake_case
 
+if TYPE_CHECKING:
+    from localstack.services.cloudformation.v2.entities import EngineParameter
+
 T = TypeVar("T")
 
 
@@ -536,13 +539,14 @@ def __init__(
         before_template: Optional[dict],
         after_template: Optional[dict],
         before_parameters: Optional[dict],
-        after_parameters: Optional[dict],
+        after_parameters: Optional[dict[str, EngineParameter]],
     ):
         self._before_template = before_template or Nothing
         self._after_template = after_template or Nothing
         self._before_parameters = before_parameters or Nothing
         self._after_parameters = after_parameters or Nothing
         self._visited_scopes = dict()
+        # TODO: move this modeling process to the `get_update_model` method as constructors shouldn't do work
         self._node_template = self._model(
             before_template=self._before_template, after_template=self._after_template
         )
@@ -1008,9 +1012,26 @@ def _visit_mappings(
 
     def _visit_dynamic_parameter(self, parameter_name: str) -> ChangeSetEntity:
         scope = Scope("Dynamic").open_scope("Parameters")
-        scope_parameter, (before_parameter, after_parameter) = self._safe_access_in(
+        scope_parameter, (before_parameter_dct, after_parameter_dct) = self._safe_access_in(
             scope, parameter_name, self._before_parameters, self._after_parameters
         )
+
+        before_parameter = Nothing
+        if not is_nothing(before_parameter_dct):
+            before_parameter = (
+                before_parameter_dct.get("resolved_value")
+                or before_parameter_dct["given_value"]
+                or before_parameter_dct.get("default_value")
+            )
+
+        after_parameter = Nothing
+        if not is_nothing(after_parameter_dct):
+            after_parameter = (
+                after_parameter_dct.get("resolved_value")
+                or after_parameter_dct["given_value"]
+                or after_parameter_dct.get("default_value")
+            )
+
         parameter = self._visit_value(
             scope=scope_parameter, before_value=before_parameter, after_value=after_parameter
         )
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py
index 7c771da8a7818..58b52b5807bae 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py
@@ -14,12 +14,10 @@
 from localstack.constants import INTERNAL_AWS_SECRET_ACCESS_KEY
 from localstack.services.cloudformation.analytics import track_resource_operation
 from localstack.services.cloudformation.deployment_utils import log_not_available_message
-from localstack.services.cloudformation.engine.parameters import resolve_ssm_parameter
 from localstack.services.cloudformation.engine.template_deployer import REGEX_OUTPUT_APIGATEWAY
 from localstack.services.cloudformation.engine.v2.change_set_model import (
     NodeDependsOn,
     NodeOutput,
-    NodeParameter,
     NodeResource,
     TerminalValueCreated,
     TerminalValueModified,
@@ -52,7 +50,6 @@
 @dataclass
 class ChangeSetModelExecutorResult:
     resources: dict[str, ResolvedResource]
-    parameters: dict
     outputs: dict
     exports: dict
 
@@ -65,7 +62,6 @@ class ChangeSetModelExecutor(ChangeSetModelPreproc):
     # TODO: add typing for resolved resources and parameters.
     resources: Final[dict[str, ResolvedResource]]
     outputs: Final[dict]
-    resolved_parameters: Final[dict]
     exports: Final[dict]
     _deferred_actions: list[DeferredAction]
 
@@ -73,7 +69,6 @@ def __init__(self, change_set: ChangeSet):
         super().__init__(change_set=change_set)
         self.resources = dict()
         self.outputs = dict()
-        self.resolved_parameters = dict()
         self.exports = dict()
         self._deferred_actions = list()
         self.resource_provider_executor = ResourceProviderExecutor(
@@ -96,7 +91,6 @@ def execute(self) -> ChangeSetModelExecutorResult:
 
         return ChangeSetModelExecutorResult(
             resources=self.resources,
-            parameters=self.resolved_parameters,
             outputs=self.outputs,
             exports=self.exports,
         )
@@ -104,29 +98,6 @@ def execute(self) -> ChangeSetModelExecutorResult:
     def _defer_action(self, action: DeferredAction):
         self._deferred_actions.append(action)
 
-    def visit_node_parameter(self, node_parameter: NodeParameter) -> PreprocEntityDelta:
-        delta = super().visit_node_parameter(node_parameter)
-
-        # handle dynamic references, e.g. references to SSM parameters
-        # TODO: support more parameter types
-        parameter_type: str = node_parameter.type_.value
-        if parameter_type.startswith("AWS::SSM"):
-            if parameter_type in [
-                "AWS::SSM::Parameter::Value<String>",
-                "AWS::SSM::Parameter::Value<AWS::EC2::Image::Id>",
-                "AWS::SSM::Parameter::Value<CommaDelimitedList>",
-            ]:
-                delta.after = resolve_ssm_parameter(
-                    account_id=self._change_set.account_id,
-                    region_name=self._change_set.region_name,
-                    stack_parameter_value=delta.after,
-                )
-            else:
-                raise Exception(f"Unsupported stack parameter type: {parameter_type}")
-
-        self.resolved_parameters[node_parameter.name] = delta.after
-        return delta
-
     def _get_physical_id(self, logical_resource_id, strict: bool = True) -> str | None:
         physical_resource_id = None
         try:
@@ -147,12 +118,13 @@ def _get_physical_id(self, logical_resource_id, strict: bool = True) -> str | No
 
     def _process_event(
         self,
+        *,
         action: ChangeAction,
         logical_resource_id,
         event_status: OperationStatus,
+        resource_type: str,
         special_action: str = None,
         reason: str = None,
-        resource_type=None,
     ):
         status_from_action = special_action or EventOperationFromAction[action.value]
         if event_status == OperationStatus.SUCCESS:
@@ -162,7 +134,7 @@ def _process_event(
 
         self._change_set.stack.set_resource_status(
             logical_resource_id=logical_resource_id,
-            physical_resource_id=self._get_physical_id(logical_resource_id, False),
+            physical_resource_id=self._get_physical_id(logical_resource_id, False) or "",
             resource_type=resource_type,
             status=ResourceStatus(status),
             resource_status_reason=reason,
@@ -216,11 +188,11 @@ def visit_node_resource(
             delta = super().visit_node_resource(node_resource=node_resource)
         except Exception as e:
             self._process_event(
-                node_resource.change_type.to_change_action(),
-                node_resource.name,
-                OperationStatus.FAILED,
-                reason=str(e),
+                action=node_resource.change_type.to_change_action(),
+                logical_resource_id=node_resource.name,
+                event_status=OperationStatus.FAILED,
                 resource_type=node_resource.type_.value,
+                reason=str(e),
             )
             raise e
 
@@ -275,7 +247,12 @@ def _execute_resource_change(
                 # XXX hacky, stick the previous resources' properties into the payload
                 before_properties = self._merge_before_properties(name, before)
 
-                self._process_event(ChangeAction.Modify, name, OperationStatus.IN_PROGRESS)
+                self._process_event(
+                    action=ChangeAction.Modify,
+                    logical_resource_id=name,
+                    event_status=OperationStatus.IN_PROGRESS,
+                    resource_type=before.resource_type,
+                )
                 if after.requires_replacement:
                     event = self._execute_resource_action(
                         action=ChangeAction.Add,
@@ -285,15 +262,20 @@ def _execute_resource_change(
                         after_properties=after.properties,
                     )
                     self._process_event(
-                        ChangeAction.Modify,
-                        name,
-                        event.status,
-                        reason=event.message,
+                        action=ChangeAction.Modify,
+                        logical_resource_id=name,
+                        event_status=event.status,
                         resource_type=before.resource_type,
+                        reason=event.message,
                     )
 
                     def cleanup():
-                        self._process_event(ChangeAction.Remove, name, OperationStatus.IN_PROGRESS)
+                        self._process_event(
+                            action=ChangeAction.Remove,
+                            logical_resource_id=name,
+                            event_status=OperationStatus.IN_PROGRESS,
+                            resource_type=before.resource_type,
+                        )
                         event = self._execute_resource_action(
                             action=ChangeAction.Remove,
                             logical_resource_id=name,
@@ -302,11 +284,11 @@ def cleanup():
                             after_properties=None,
                         )
                         self._process_event(
-                            ChangeAction.Remove,
-                            name,
-                            event.status,
-                            reason=event.message,
+                            action=ChangeAction.Remove,
+                            logical_resource_id=name,
+                            event_status=event.status,
                             resource_type=before.resource_type,
+                            reason=event.message,
                         )
 
                     self._defer_action(cleanup)
@@ -319,11 +301,11 @@ def cleanup():
                         after_properties=after.properties,
                     )
                     self._process_event(
-                        ChangeAction.Modify,
-                        name,
-                        event.status,
-                        reason=event.message,
+                        action=ChangeAction.Modify,
+                        logical_resource_id=name,
+                        event_status=event.status,
                         resource_type=before.resource_type,
+                        reason=event.message,
                     )
             # Case: type migration.
             # TODO: Add test to assert that on type change the resources are replaced.
@@ -341,11 +323,11 @@ def perform_deletion():
                         after_properties=None,
                     )
                     self._process_event(
-                        ChangeAction.Modify,
-                        name,
-                        event.status,
-                        reason=event.message,
+                        action=ChangeAction.Modify,
+                        logical_resource_id=name,
+                        event_status=event.status,
                         resource_type=before.resource_type,
+                        reason=event.message,
                     )
 
                 self._defer_action(perform_deletion)
@@ -358,11 +340,11 @@ def perform_deletion():
                     after_properties=after.properties,
                 )
                 self._process_event(
-                    ChangeAction.Modify,
-                    name,
-                    event.status,
-                    reason=event.message,
+                    action=ChangeAction.Modify,
+                    logical_resource_id=name,
+                    event_status=event.status,
                     resource_type=before.resource_type,
+                    reason=event.message,
                 )
         elif not is_nothing(before):
             # Case: removal
@@ -372,10 +354,10 @@ def perform_deletion():
 
             def perform_deletion():
                 self._process_event(
-                    ChangeAction.Remove,
-                    name,
-                    OperationStatus.IN_PROGRESS,
+                    action=ChangeAction.Remove,
+                    logical_resource_id=name,
                     resource_type=before.resource_type,
+                    event_status=OperationStatus.IN_PROGRESS,
                 )
                 event = self._execute_resource_action(
                     action=ChangeAction.Remove,
@@ -385,20 +367,20 @@ def perform_deletion():
                     after_properties=None,
                 )
                 self._process_event(
-                    ChangeAction.Remove,
-                    name,
-                    event.status,
-                    reason=event.message,
+                    action=ChangeAction.Remove,
+                    logical_resource_id=name,
+                    event_status=event.status,
                     resource_type=before.resource_type,
+                    reason=event.message,
                 )
 
             self._defer_action(perform_deletion)
         elif not is_nothing(after):
             # Case: addition
             self._process_event(
-                ChangeAction.Add,
-                name,
-                OperationStatus.IN_PROGRESS,
+                action=ChangeAction.Add,
+                logical_resource_id=name,
+                event_status=OperationStatus.IN_PROGRESS,
                 resource_type=after.resource_type,
             )
             event = self._execute_resource_action(
@@ -409,11 +391,11 @@ def perform_deletion():
                 after_properties=after.properties,
             )
             self._process_event(
-                ChangeAction.Add,
-                name,
-                event.status,
-                reason=event.message,
+                action=ChangeAction.Add,
+                logical_resource_id=name,
+                event_status=event.status,
                 resource_type=after.resource_type,
+                reason=event.message,
             )
 
     def _merge_before_properties(
diff --git a/localstack-core/localstack/services/cloudformation/v2/entities.py b/localstack-core/localstack/services/cloudformation/v2/entities.py
index 7bd40db882544..05e963721cadf 100644
--- a/localstack-core/localstack/services/cloudformation/v2/entities.py
+++ b/localstack-core/localstack/services/cloudformation/v2/entities.py
@@ -1,4 +1,3 @@
-import copy
 from datetime import datetime, timezone
 from typing import NotRequired, Optional, TypedDict
 
@@ -11,7 +10,6 @@
     CreateStackSetInput,
     ExecutionStatus,
     Output,
-    Parameter,
     ResourceStatus,
     StackDriftInformation,
     StackDriftStatus,
@@ -24,6 +22,9 @@
     StackStatus,
     StackStatusReason,
 )
+from localstack.aws.api.cloudformation import (
+    Parameter as ApiParameter,
+)
 from localstack.aws.api.cloudformation import (
     Stack as ApiStack,
 )
@@ -38,6 +39,18 @@
 from localstack.utils.strings import long_uid, short_uid
 
 
+# TODO: turn into class/dataclass
+class EngineParameter(TypedDict):
+    """
+    Parameters supplied by the user. The resolved value field is populated by the engine
+    """
+
+    type_: str
+    given_value: NotRequired[str | None]
+    resolved_value: NotRequired[str | None]
+    default_value: NotRequired[str | None]
+
+
 class ResolvedResource(TypedDict):
     LogicalResourceId: str
     Type: str
@@ -49,7 +62,7 @@ class ResolvedResource(TypedDict):
 
 class Stack:
     stack_name: str
-    parameters: list[Parameter]
+    parameters: list[ApiParameter]
     change_set_id: str | None
     status: StackStatus
     status_reason: StackStatusReason | None
@@ -60,6 +73,7 @@ class Stack:
     capabilities: list[Capability]
     enable_termination_protection: bool
     processed_template: dict | None
+    template_body: str | None
 
     # state after deploy
     resolved_parameters: dict[str, str]
@@ -73,15 +87,10 @@ def __init__(
         account_id: str,
         region_name: str,
         request_payload: CreateChangeSetInput | CreateStackInput,
-        template: dict | None = None,
-        template_body: str | None = None,
         initial_status: StackStatus = StackStatus.CREATE_IN_PROGRESS,
     ):
         self.account_id = account_id
         self.region_name = region_name
-        self.template = template
-        self.template_original = copy.deepcopy(self.template)
-        self.template_body = template_body
         self.status = initial_status
         self.status_reason = None
         self.change_set_ids = []
@@ -90,6 +99,7 @@ def __init__(
         self.change_set_id = None
         self.enable_termination_protection = False
         self.processed_template = None
+        self.template_body = None
 
         self.stack_name = request_payload["StackName"]
         self.parameters = request_payload.get("Parameters", [])
@@ -119,7 +129,13 @@ def set_stack_status(self, status: StackStatus, reason: StackStatusReason | None
         if reason:
             self.status_reason = reason
 
-        self._store_event(self.stack_name, self.stack_id, status.value, status_reason=reason)
+        self._store_event(
+            resource_id=self.stack_name,
+            resource_type="AWS::CloudFormation::Stack",
+            physical_resource_id=self.stack_id,
+            status=status,
+            status_reason=reason,
+        )
 
     def set_resource_status(
         self,
@@ -148,34 +164,34 @@ def set_resource_status(
             self.resource_states.pop(logical_resource_id)
         else:
             self.resource_states[logical_resource_id] = resource_description
-        self._store_event(logical_resource_id, physical_resource_id, status, resource_status_reason)
+
+        self._store_event(
+            resource_id=logical_resource_id,
+            resource_type=resource_type,
+            physical_resource_id=physical_resource_id,
+            status=status,
+            status_reason=resource_status_reason,
+        )
 
     def _store_event(
         self,
         resource_id: str = None,
-        physical_res_id: str = None,
-        status: str = "",
+        resource_type: str | None = "",
+        physical_resource_id: str = None,
+        status: StackStatus | ResourceStatus = "",
         status_reason: str = "",
     ):
-        resource_id = resource_id
-        physical_res_id = physical_res_id
-        resource_type = (
-            self.template.get("Resources", {})
-            .get(resource_id, {})
-            .get("Type", "AWS::CloudFormation::Stack")
+        event = StackEvent(
+            EventId=long_uid(),
+            Timestamp=datetime.now(tz=timezone.utc),
+            StackId=self.stack_id,
+            StackName=self.stack_name,
+            LogicalResourceId=resource_id,
+            PhysicalResourceId=physical_resource_id,
+            ResourceStatus=status,
+            ResourceType=resource_type,
         )
 
-        event: StackEvent = {
-            "EventId": long_uid(),
-            "Timestamp": datetime.now(tz=timezone.utc),
-            "StackId": self.stack_id,
-            "StackName": self.stack_name,
-            "LogicalResourceId": resource_id,
-            "PhysicalResourceId": physical_res_id,
-            "ResourceStatus": status,
-            "ResourceType": resource_type,
-        }
-
         if status_reason:
             event["ResourceStatusReason"] = status_reason
 
@@ -200,7 +216,6 @@ def describe_details(self) -> ApiStack:
             "Tags": [],
             "NotificationARNs": [],
             "Capabilities": self.capabilities,
-            "Parameters": self.parameters,
         }
         # TODO: confirm the logic for this
         if change_set_id := self.change_set_id:
@@ -238,20 +253,25 @@ class ChangeSet:
     status_reason: str | None
     execution_status: ExecutionStatus
     creation_time: datetime
+    processed_template: dict | None
+    resolved_parameters: list[ApiParameter]
 
     def __init__(
         self,
         stack: Stack,
         request_payload: ChangeSetRequestPayload,
+        template_body: str,
         template: dict | None = None,
     ):
         self.stack = stack
+        self.template_body = template_body
         self.template = template
         self.status = ChangeSetStatus.CREATE_IN_PROGRESS
         self.status_reason = None
         self.execution_status = ExecutionStatus.AVAILABLE
         self.update_model = None
         self.creation_time = datetime.now(tz=timezone.utc)
+        self.resolved_parameters = []
 
         self.change_set_name = request_payload["ChangeSetName"]
         self.change_set_type = request_payload.get("ChangeSetType", ChangeSetType.UPDATE)
@@ -261,6 +281,7 @@ def __init__(
             account_id=self.stack.account_id,
             region_name=self.stack.region_name,
         )
+        self.processed_template = None
 
     def set_update_model(self, update_model: UpdateModel) -> None:
         self.update_model = update_model
diff --git a/localstack-core/localstack/services/cloudformation/v2/provider.py b/localstack-core/localstack/services/cloudformation/v2/provider.py
index d27fa7152070a..fe6be39a826ca 100644
--- a/localstack-core/localstack/services/cloudformation/v2/provider.py
+++ b/localstack-core/localstack/services/cloudformation/v2/provider.py
@@ -48,12 +48,15 @@
     ListStacksOutput,
     LogicalResourceId,
     NextToken,
+    Output,
     Parameter,
     PhysicalResourceId,
     RetainExceptOnCreate,
     RetainResources,
     RoleARN,
     RollbackConfiguration,
+    StackDriftInformation,
+    StackDriftStatus,
     StackName,
     StackNameOrId,
     StackResourceDetail,
@@ -70,9 +73,13 @@
     UpdateStackOutput,
     UpdateTerminationProtectionOutput,
 )
+from localstack.aws.api.cloudformation import (
+    Stack as ApiStack,
+)
 from localstack.aws.connect import connect_to
 from localstack.services.cloudformation import api_utils
 from localstack.services.cloudformation.engine import template_preparer
+from localstack.services.cloudformation.engine.parameters import resolve_ssm_parameter
 from localstack.services.cloudformation.engine.v2.change_set_model import (
     ChangeSetModel,
     ChangeType,
@@ -101,7 +108,13 @@
     CloudFormationStore,
     get_cloudformation_store,
 )
-from localstack.services.cloudformation.v2.entities import ChangeSet, Stack, StackInstance, StackSet
+from localstack.services.cloudformation.v2.entities import (
+    ChangeSet,
+    EngineParameter,
+    Stack,
+    StackInstance,
+    StackSet,
+)
 from localstack.utils.collections import select_attributes
 from localstack.utils.strings import short_uid
 from localstack.utils.threads import start_worker_thread
@@ -195,7 +208,48 @@ def find_stack_instance(stack_set: StackSet, account: str, region: str) -> Stack
 
 class CloudformationProviderV2(CloudformationProvider):
     @staticmethod
+    def _resolve_parameters(
+        template: Optional[dict], parameters: Optional[dict], account_id: str, region_name: str
+    ) -> dict[str, EngineParameter]:
+        template_parameters = template.get("Parameters", {})
+        resolved_parameters = {}
+        for name, parameter in template_parameters.items():
+            given_value = parameters.get(name)
+            default_value = parameter.get("Default")
+            resolved_parameter = EngineParameter(
+                type_=parameter["Type"], given_value=given_value, default_value=default_value
+            )
+
+            if parameter["Type"] == "AWS::SSM::Parameter::Value<String>":
+                # TODO: support other parameter types
+                try:
+                    resolved_parameter["resolved_value"] = resolve_ssm_parameter(
+                        account_id, region_name, given_value or default_value
+                    )
+                except Exception:
+                    raise ValidationError(
+                        f"Parameter {name} should either have input value or default value"
+                    )
+            elif given_value is None and default_value is None:
+                raise ValidationError(f"Parameters: [{name}] must have values")
+
+            resolved_parameters[name] = resolved_parameter
+
+        for name, parameter in resolved_parameters.items():
+            if (
+                parameter.get("resolved_value") is None
+                and parameter.get("given_value") is None
+                and parameter.get("default_value") is None
+            ):
+                raise ValidationError(
+                    f"Parameter {name} should either have input value or default value"
+                )
+
+        return resolved_parameters
+
+    @classmethod
     def _setup_change_set_model(
+        cls,
         change_set: ChangeSet,
         before_template: Optional[dict],
         after_template: Optional[dict],
@@ -203,12 +257,23 @@ def _setup_change_set_model(
         after_parameters: Optional[dict],
         previous_update_model: Optional[UpdateModel],
     ):
+        resolved_parameters = None
+        if after_parameters is not None:
+            resolved_parameters = cls._resolve_parameters(
+                after_template,
+                after_parameters,
+                change_set.stack.account_id,
+                change_set.stack.region_name,
+            )
+
+        change_set.resolved_parameters = resolved_parameters
+
         # Create and preprocess the update graph for this template update.
         change_set_model = ChangeSetModel(
             before_template=before_template,
             after_template=after_template,
             before_parameters=before_parameters,
-            after_parameters=after_parameters,
+            after_parameters=resolved_parameters,
         )
         raw_update_model: UpdateModel = change_set_model.get_update_model()
         # If there exists an update model which operated in the 'before' version of this change set,
@@ -223,7 +288,7 @@ def _setup_change_set_model(
         change_set_model_transform = ChangeSetModelTransform(
             change_set=change_set,
             before_parameters=before_parameters,
-            after_parameters=after_parameters,
+            after_parameters=resolved_parameters,
             before_template=before_template,
             after_template=after_template,
         )
@@ -236,7 +301,7 @@ def _setup_change_set_model(
             before_template=transformed_before_template,
             after_template=transformed_after_template,
             before_parameters=before_parameters,
-            after_parameters=after_parameters,
+            after_parameters=resolved_parameters,
         )
         update_model = change_set_model.get_update_model()
         # Bring the cache for the previous operations forward in the update graph for this version
@@ -253,7 +318,7 @@ def _setup_change_set_model(
         validator.validate()
 
         change_set.set_update_model(update_model)
-        change_set.stack.processed_template = transformed_after_template
+        change_set.processed_template = transformed_after_template
 
     @handler("CreateChangeSet", expand=False)
     def create_change_set(
@@ -310,8 +375,6 @@ def create_change_set(
                     account_id=context.account_id,
                     region_name=context.region,
                     request_payload=request,
-                    template=structured_template,
-                    template_body=template_body,
                     initial_status=StackStatus.REVIEW_IN_PROGRESS,
                 )
                 state.stacks_v2[stack.stack_id] = stack
@@ -378,7 +441,7 @@ def create_change_set(
             pass
 
         # create change set for the stack and apply changes
-        change_set = ChangeSet(stack, request, template=after_template)
+        change_set = ChangeSet(stack, request, template=after_template, template_body=template_body)
         self._setup_change_set_model(
             change_set=change_set,
             before_template=before_template,
@@ -458,13 +521,15 @@ def _run(*args):
                 change_set.stack.set_stack_status(new_stack_status)
                 change_set.set_execution_status(ExecutionStatus.EXECUTE_COMPLETE)
                 change_set.stack.resolved_resources = result.resources
-                change_set.stack.resolved_parameters = result.parameters
+                change_set.stack.resolved_parameters = change_set.resolved_parameters
                 change_set.stack.resolved_outputs = result.outputs
                 change_set.stack.resolved_exports = result.exports
 
                 # if the deployment succeeded, update the stack's template representation to that
                 # which was just deployed
                 change_set.stack.template = change_set.template
+                change_set.stack.processed_template = change_set.processed_template
+                change_set.stack.template_body = change_set.template_body
             except Exception as e:
                 LOG.error(
                     "Execute change set failed: %s", e, exc_info=LOG.isEnabledFor(logging.WARNING)
@@ -507,7 +572,7 @@ def _describe_change_set(
             Parameters=[
                 # TODO: add masking support.
                 Parameter(ParameterKey=key, ParameterValue=value)
-                for (key, value) in change_set.stack.resolved_parameters.items()
+                for (key, value) in change_set.resolved_parameters.items()
             ],
             Changes=changes,
             Capabilities=change_set.stack.capabilities,
@@ -603,8 +668,6 @@ def create_stack(self, context: RequestContext, request: CreateStackInput) -> Cr
             account_id=context.account_id,
             region_name=context.region,
             request_payload=request,
-            template=structured_template,
-            template_body=template_body,
         )
         # TODO: what is the correct initial status?
         state.stacks_v2[stack.stack_id] = stack
@@ -626,6 +689,7 @@ def create_stack(self, context: RequestContext, request: CreateStackInput) -> Cr
             stack,
             {"ChangeSetName": f"cs-{stack_name}-create", "ChangeSetType": ChangeSetType.CREATE},
             template=after_template,
+            template_body=template_body,
         )
         self._setup_change_set_model(
             change_set=change_set,
@@ -645,11 +709,12 @@ def _run(*args):
                 result = change_set_executor.execute()
                 stack.set_stack_status(StackStatus.CREATE_COMPLETE)
                 stack.resolved_resources = result.resources
-                stack.resolved_parameters = result.parameters
                 stack.resolved_outputs = result.outputs
                 # if the deployment succeeded, update the stack's template representation to that
                 # which was just deployed
                 stack.template = change_set.template
+                stack.template_body = change_set.template_body
+                stack.resolved_parameters = change_set.resolved_parameters
             except Exception as e:
                 LOG.error(
                     "Create Stack set failed: %s", e, exc_info=LOG.isEnabledFor(logging.WARNING)
@@ -679,11 +744,68 @@ def describe_stacks(
         **kwargs,
     ) -> DescribeStacksOutput:
         state = get_cloudformation_store(context.account_id, context.region)
-        stack = find_stack_v2(state, stack_name)
-        if not stack:
-            raise StackNotFoundError(stack_name)
-        # TODO: move describe_details method to provider
-        return DescribeStacksOutput(Stacks=[stack.describe_details()])
+        if stack_name:
+            stack = find_stack_v2(state, stack_name)
+            if not stack:
+                raise StackNotFoundError(stack_name)
+            stacks = [stack]
+        else:
+            stacks = state.stacks_v2.values()
+
+        describe_stack_output: list[ApiStack] = []
+        for stack in stacks:
+            stack_description = ApiStack(
+                CreationTime=stack.creation_time,
+                DeletionTime=stack.deletion_time,
+                StackId=stack.stack_id,
+                StackName=stack.stack_name,
+                StackStatus=stack.status,
+                StackStatusReason=stack.status_reason,
+                # fake values
+                DisableRollback=False,
+                DriftInformation=StackDriftInformation(
+                    StackDriftStatus=StackDriftStatus.NOT_CHECKED
+                ),
+                EnableTerminationProtection=stack.enable_termination_protection,
+                LastUpdatedTime=stack.creation_time,
+                RollbackConfiguration=RollbackConfiguration(),
+                Tags=[],
+                NotificationARNs=[],
+                Capabilities=stack.capabilities,
+                # "Parameters": stack.resolved_parameters,
+            )
+            # TODO: confirm the logic for this
+            if change_set_id := stack.change_set_id:
+                stack_description["ChangeSetId"] = change_set_id
+
+            if stack.resolved_parameters:
+                stack_description["Parameters"] = []
+                for name, resolved_parameter in stack.resolved_parameters.items():
+                    parameter = Parameter(
+                        ParameterKey=name,
+                        ParameterValue=resolved_parameter.get("given_value")
+                        or resolved_parameter.get("default_value"),
+                    )
+                    if resolved_value := resolved_parameter.get("resolved_value"):
+                        parameter["ResolvedValue"] = resolved_value
+                    stack_description["Parameters"].append(parameter)
+
+            if stack.resolved_outputs:
+                describe_outputs = []
+                for key, value in stack.resolved_outputs.items():
+                    describe_outputs.append(
+                        Output(
+                            # TODO(parity): Description, ExportName
+                            # TODO(parity): what happens on describe stack when the stack has not been deployed yet?
+                            OutputKey=key,
+                            OutputValue=value,
+                        )
+                    )
+                stack_description["Outputs"] = describe_outputs
+
+            describe_stack_output.append(stack_description)
+
+        return DescribeStacksOutput(Stacks=describe_stack_output)
 
     @handler("ListStacks")
     def list_stacks(
@@ -1192,6 +1314,7 @@ def update_stack(
         change_set = ChangeSet(
             stack,
             {"ChangeSetName": f"cs-{stack_name}-create", "ChangeSetType": ChangeSetType.CREATE},
+            template_body=template_body,
             template=after_template,
         )
         self._setup_change_set_model(
@@ -1217,11 +1340,12 @@ def _run(*args):
                 result = change_set_executor.execute()
                 stack.set_stack_status(StackStatus.UPDATE_COMPLETE)
                 stack.resolved_resources = result.resources
-                stack.resolved_parameters = result.parameters
                 stack.resolved_outputs = result.outputs
                 # if the deployment succeeded, update the stack's template representation to that
                 # which was just deployed
                 stack.template = change_set.template
+                stack.template_body = change_set.template_body
+                stack.resolved_parameters = change_set.resolved_parameters
             except Exception as e:
                 LOG.error("Update Stack failed: %s", e, exc_info=LOG.isEnabledFor(logging.WARNING))
                 stack.set_stack_status(StackStatus.UPDATE_FAILED)
@@ -1261,7 +1385,9 @@ def delete_stack(
                 previous_update_model = previous_change_set.update_model
 
         # create a dummy change set
-        change_set = ChangeSet(stack, {"ChangeSetName": f"delete-stack_{stack.stack_name}"})  # noqa
+        change_set = ChangeSet(
+            stack, {"ChangeSetName": f"delete-stack_{stack.stack_name}"}, template_body=""
+        )  # noqa
         self._setup_change_set_model(
             change_set=change_set,
             before_template=stack.template,
diff --git a/localstack-core/localstack/testing/pytest/cloudformation/fixtures.py b/localstack-core/localstack/testing/pytest/cloudformation/fixtures.py
index 2005eb0be1f2d..f099a8fa69f87 100644
--- a/localstack-core/localstack/testing/pytest/cloudformation/fixtures.py
+++ b/localstack-core/localstack/testing/pytest/cloudformation/fixtures.py
@@ -126,7 +126,12 @@ def capture_update_process(aws_client_no_retry, cleanups, capture_per_resource_e
     change_set_name = f"cs-{short_uid()}"
 
     def inner(
-        snapshot, t1: dict | str, t2: dict | str, p1: dict | None = None, p2: dict | None = None
+        snapshot,
+        t1: dict | str,
+        t2: dict | str,
+        p1: dict | None = None,
+        p2: dict | None = None,
+        custom_update_step: Callable[[], None] | None = None,
     ) -> str:
         """
         :return: stack id
@@ -209,6 +214,10 @@ def inner(
         ]
         snapshot.match("post-create-1-describe", describe)
 
+        # run any custom steps if present
+        if custom_update_step:
+            custom_update_step()
+
         # update stack
         change_set_details = aws_client_no_retry.cloudformation.create_change_set(
             StackName=stack_name,
diff --git a/tests/aws/services/cloudformation/api/test_changesets.py b/tests/aws/services/cloudformation/api/test_changesets.py
index 90d43956999fd..2524d44d64dd7 100644
--- a/tests/aws/services/cloudformation/api/test_changesets.py
+++ b/tests/aws/services/cloudformation/api/test_changesets.py
@@ -635,7 +635,8 @@ def test_create_and_then_remove_non_supported_resource_change_set(deploy_cfn_tem
     )
 
 
-@markers.aws.validated
+@skip_if_v2_provider(reason="test needs fixing")
+@markers.aws.needs_fixing
 def test_create_and_then_update_refreshes_template_metadata(
     aws_client,
     cleanup_changesets,
diff --git a/tests/aws/services/cloudformation/test_change_sets.py b/tests/aws/services/cloudformation/test_change_sets.py
index b3c6e29013d10..60797648d4470 100644
--- a/tests/aws/services/cloudformation/test_change_sets.py
+++ b/tests/aws/services/cloudformation/test_change_sets.py
@@ -779,3 +779,163 @@ def test_single_resource_static_update(
 
         parameter = aws_client.ssm.get_parameter(Name=parameter_name)["Parameter"]
         snapshot.match("parameter-2", parameter)
+
+
+@skip_if_v1_provider(reason="Not supported with v1 engine")
+@markers.aws.validated
+@markers.snapshot.skip_snapshot_verify(
+    paths=[
+        "delete-describe..*",
+        #
+        # Before/After Context
+        "$..Capabilities",
+        "$..NotificationARNs",
+        "$..IncludeNestedStacks",
+        "$..Scope",
+        "$..Details",
+        "$..Parameters",
+        "$..Replacement",
+        "$..PolicyAction",
+        "$..PhysicalResourceId",
+    ]
+)
+def test_dynamic_ssm_parameter_lookup(
+    snapshot,
+    aws_client: ServiceLevelClientFactory,
+    aws_client_no_retry: ServiceLevelClientFactory,
+    cleanups,
+    create_parameter,
+    capture_update_process,
+):
+    """
+    Test reading parameter values from SSM works correctly"""
+    parameter_name = f"param-{short_uid()}"
+    value1 = f"value-1-{short_uid()}"
+    value2 = f"value-2-{short_uid()}"
+
+    snapshot.add_transformers_list(
+        [
+            snapshot.transform.key_value("OutputValue"),
+            snapshot.transform.regex(parameter_name, "<parameter-name>"),
+            snapshot.transform.regex(value1, "<parameter-value-1>"),
+            snapshot.transform.regex(value2, "<parameter-value-2>"),
+        ]
+        + snapshot.transform.cloudformation_api(),
+    )
+
+    create_parameter(Name=parameter_name, Value=value1, Type="String")
+
+    template = {
+        "Parameters": {
+            "InputValue": {
+                "Type": "AWS::SSM::Parameter::Value<String>",
+            },
+        },
+        "Resources": {
+            "DerivedParameter": {
+                "Type": "AWS::SSM::Parameter",
+                "Properties": {
+                    "Type": "String",
+                    "Value": {"Ref": "InputValue"},
+                },
+            },
+        },
+        "Outputs": {
+            "DerivedParameterName": {
+                "Value": {"Ref": "DerivedParameter"},
+            },
+        },
+    }
+
+    def update_parameter_value():
+        aws_client.ssm.put_parameter(Name=parameter_name, Value=value2, Overwrite=True)
+
+    capture_update_process(
+        snapshot,
+        template,
+        template,
+        p1={"InputValue": parameter_name},
+        p2={"InputValue": parameter_name},
+        custom_update_step=update_parameter_value,
+    )
+
+
+@skip_if_v1_provider(reason="Not supported with v1 engine")
+@markers.aws.validated
+@markers.snapshot.skip_snapshot_verify(
+    paths=[
+        "delete-describe..*",
+        #
+        # Before/After Context
+        "$..Capabilities",
+        "$..NotificationARNs",
+        "$..IncludeNestedStacks",
+        "$..Scope",
+        "$..Details",
+        "$..Parameters",
+        "$..Replacement",
+        "$..PolicyAction",
+        "$..PhysicalResourceId",
+    ]
+)
+def test_dynamic_ssm_parameter_lookup_no_change(
+    snapshot,
+    aws_client: ServiceLevelClientFactory,
+    aws_client_no_retry: ServiceLevelClientFactory,
+    cleanups,
+    create_parameter,
+    capture_update_process,
+):
+    """
+    Test reading parameter values from SSM works correctly"""
+    parameter_name = f"param-{short_uid()}"
+    parameter_value = f"value-{short_uid()}"
+
+    snapshot.add_transformers_list(
+        [
+            snapshot.transform.key_value("OutputValue"),
+            snapshot.transform.regex(parameter_name, "<parameter-name>"),
+            snapshot.transform.regex(parameter_value, "<parameter-value>"),
+        ]
+        + snapshot.transform.cloudformation_api(),
+    )
+
+    create_parameter(Name=parameter_name, Value=parameter_value, Type="String")
+
+    t1 = {
+        "Parameters": {
+            "InputValue": {
+                "Type": "AWS::SSM::Parameter::Value<String>",
+            },
+        },
+        "Resources": {
+            "DerivedParameter": {
+                "Type": "AWS::SSM::Parameter",
+                "Properties": {
+                    "Type": "String",
+                    "Value": {"Ref": "InputValue"},
+                },
+            },
+        },
+        "Outputs": {
+            "DerivedParameterName": {
+                "Value": {"Ref": "DerivedParameter"},
+            },
+        },
+    }
+    t2 = copy.deepcopy(t1)
+    t2["Resources"]["AnotherParameter"] = {
+        "Type": "AWS::SSM::Parameter",
+        "Properties": {
+            "Type": "String",
+            "Value": "new parameter",
+        },
+    }
+
+    capture_update_process(
+        snapshot,
+        t1,
+        t2,
+        p1={"InputValue": parameter_name},
+        p2={"InputValue": parameter_name},
+    )
diff --git a/tests/aws/services/cloudformation/test_change_sets.snapshot.json b/tests/aws/services/cloudformation/test_change_sets.snapshot.json
index 9ac113fb52df7..53751bc70eb68 100644
--- a/tests/aws/services/cloudformation/test_change_sets.snapshot.json
+++ b/tests/aws/services/cloudformation/test_change_sets.snapshot.json
@@ -5012,5 +5012,865 @@
         ]
       }
     }
+  },
+  "tests/aws/services/cloudformation/test_change_sets.py::test_dynamic_ssm_parameter_lookup": {
+    "recorded-date": "05-08-2025, 22:24:46",
+    "recorded-content": {
+      "create-change-set-1": {
+        "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-1-prop-values": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "AfterContext": {
+                "Properties": {
+                  "Value": "<parameter-value-1>",
+                  "Type": "String"
+                }
+              },
+              "Details": [],
+              "LogicalResourceId": "DerivedParameter",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "InputValue",
+            "ParameterValue": "<parameter-name>",
+            "ResolvedValue": "<parameter-value-1>"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-1": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "Details": [],
+              "LogicalResourceId": "DerivedParameter",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "InputValue",
+            "ParameterValue": "<parameter-name>",
+            "ResolvedValue": "<parameter-value-1>"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "execute-change-set-1": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "post-create-1-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "CreationTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "EnableTerminationProtection": false,
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "Outputs": [
+          {
+            "OutputKey": "DerivedParameterName",
+            "OutputValue": "<output-value:1>"
+          }
+        ],
+        "Parameters": [
+          {
+            "ParameterKey": "InputValue",
+            "ParameterValue": "<parameter-name>",
+            "ResolvedValue": "<parameter-value-1>"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "CREATE_COMPLETE",
+        "Tags": []
+      },
+      "create-change-set-2": {
+        "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-2-prop-values": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Modify",
+              "AfterContext": {
+                "Properties": {
+                  "Value": "<parameter-value-2>",
+                  "Type": "String"
+                }
+              },
+              "BeforeContext": {
+                "Properties": {
+                  "Value": "<parameter-value-1>",
+                  "Type": "String"
+                }
+              },
+              "Details": [
+                {
+                  "ChangeSource": "DirectModification",
+                  "Evaluation": "Static",
+                  "Target": {
+                    "AfterValue": "<parameter-value-2>",
+                    "Attribute": "Properties",
+                    "AttributeChangeType": "Modify",
+                    "BeforeValue": "<parameter-value-1>",
+                    "Name": "Value",
+                    "Path": "/Properties/Value",
+                    "RequiresRecreation": "Never"
+                  }
+                }
+              ],
+              "LogicalResourceId": "DerivedParameter",
+              "PhysicalResourceId": "<output-value:1>",
+              "Replacement": "False",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": [
+                "Properties"
+              ]
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "InputValue",
+            "ParameterValue": "<parameter-name>",
+            "ResolvedValue": "<parameter-value-2>"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-2": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Modify",
+              "Details": [
+                {
+                  "ChangeSource": "DirectModification",
+                  "Evaluation": "Static",
+                  "Target": {
+                    "Attribute": "Properties",
+                    "Name": "Value",
+                    "RequiresRecreation": "Never"
+                  }
+                }
+              ],
+              "LogicalResourceId": "DerivedParameter",
+              "PhysicalResourceId": "<output-value:1>",
+              "Replacement": "False",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": [
+                "Properties"
+              ]
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "InputValue",
+            "ParameterValue": "<parameter-name>",
+            "ResolvedValue": "<parameter-value-2>"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "execute-change-set-2": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "post-create-2-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "CreationTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "EnableTerminationProtection": false,
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "Outputs": [
+          {
+            "OutputKey": "DerivedParameterName",
+            "OutputValue": "<output-value:1>"
+          }
+        ],
+        "Parameters": [
+          {
+            "ParameterKey": "InputValue",
+            "ParameterValue": "<parameter-name>",
+            "ResolvedValue": "<parameter-value-2>"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "UPDATE_COMPLETE",
+        "Tags": []
+      },
+      "delete-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "CreationTime": "datetime",
+        "DeletionTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "Outputs": [
+          {
+            "OutputKey": "DerivedParameterName",
+            "OutputValue": "<output-value:1>"
+          }
+        ],
+        "Parameters": [
+          {
+            "ParameterKey": "InputValue",
+            "ParameterValue": "<parameter-name>",
+            "ResolvedValue": "<parameter-value-2>"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "DELETE_COMPLETE",
+        "Tags": []
+      },
+      "per-resource-events": {
+        "DerivedParameter": [
+          {
+            "LogicalResourceId": "DerivedParameter",
+            "PhysicalResourceId": "<output-value:1>",
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "DerivedParameter",
+            "PhysicalResourceId": "<output-value:1>",
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "DerivedParameter",
+            "PhysicalResourceId": "<output-value:1>",
+            "ResourceStatus": "UPDATE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "DerivedParameter",
+            "PhysicalResourceId": "<output-value:1>",
+            "ResourceStatus": "UPDATE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "DerivedParameter",
+            "PhysicalResourceId": "<output-value:1>",
+            "ResourceStatus": "DELETE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "DerivedParameter",
+            "PhysicalResourceId": "<output-value:1>",
+            "ResourceStatus": "DELETE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          }
+        ],
+        "Stack": [
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "REVIEW_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "UPDATE_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "UPDATE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "DELETE_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "DELETE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          }
+        ]
+      }
+    }
+  },
+  "tests/aws/services/cloudformation/test_change_sets.py::test_dynamic_ssm_parameter_lookup_no_change": {
+    "recorded-date": "05-08-2025, 22:26:18",
+    "recorded-content": {
+      "create-change-set-1": {
+        "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-1-prop-values": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "AfterContext": {
+                "Properties": {
+                  "Value": "<parameter-value>",
+                  "Type": "String"
+                }
+              },
+              "Details": [],
+              "LogicalResourceId": "DerivedParameter",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "InputValue",
+            "ParameterValue": "<parameter-name>",
+            "ResolvedValue": "<parameter-value>"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-1": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "Details": [],
+              "LogicalResourceId": "DerivedParameter",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "InputValue",
+            "ParameterValue": "<parameter-name>",
+            "ResolvedValue": "<parameter-value>"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "execute-change-set-1": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "post-create-1-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "CreationTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "EnableTerminationProtection": false,
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "Outputs": [
+          {
+            "OutputKey": "DerivedParameterName",
+            "OutputValue": "<output-value:1>"
+          }
+        ],
+        "Parameters": [
+          {
+            "ParameterKey": "InputValue",
+            "ParameterValue": "<parameter-name>",
+            "ResolvedValue": "<parameter-value>"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "CREATE_COMPLETE",
+        "Tags": []
+      },
+      "create-change-set-2": {
+        "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-2-prop-values": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "AfterContext": {
+                "Properties": {
+                  "Value": "new parameter",
+                  "Type": "String"
+                }
+              },
+              "Details": [],
+              "LogicalResourceId": "AnotherParameter",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "InputValue",
+            "ParameterValue": "<parameter-name>",
+            "ResolvedValue": "<parameter-value>"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-2": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "Details": [],
+              "LogicalResourceId": "AnotherParameter",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "InputValue",
+            "ParameterValue": "<parameter-name>",
+            "ResolvedValue": "<parameter-value>"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "execute-change-set-2": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "post-create-2-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "CreationTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "EnableTerminationProtection": false,
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "Outputs": [
+          {
+            "OutputKey": "DerivedParameterName",
+            "OutputValue": "<output-value:1>"
+          }
+        ],
+        "Parameters": [
+          {
+            "ParameterKey": "InputValue",
+            "ParameterValue": "<parameter-name>",
+            "ResolvedValue": "<parameter-value>"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "UPDATE_COMPLETE",
+        "Tags": []
+      },
+      "delete-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "CreationTime": "datetime",
+        "DeletionTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "Outputs": [
+          {
+            "OutputKey": "DerivedParameterName",
+            "OutputValue": "<output-value:1>"
+          }
+        ],
+        "Parameters": [
+          {
+            "ParameterKey": "InputValue",
+            "ParameterValue": "<parameter-name>",
+            "ResolvedValue": "<parameter-value>"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "DELETE_COMPLETE",
+        "Tags": []
+      },
+      "per-resource-events": {
+        "AnotherParameter": [
+          {
+            "LogicalResourceId": "AnotherParameter",
+            "PhysicalResourceId": "CFN-AnotherParameter-V5IPg431Z6Rc",
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "AnotherParameter",
+            "PhysicalResourceId": "CFN-AnotherParameter-V5IPg431Z6Rc",
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "AnotherParameter",
+            "PhysicalResourceId": "CFN-AnotherParameter-V5IPg431Z6Rc",
+            "ResourceStatus": "DELETE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "AnotherParameter",
+            "PhysicalResourceId": "CFN-AnotherParameter-V5IPg431Z6Rc",
+            "ResourceStatus": "DELETE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          }
+        ],
+        "DerivedParameter": [
+          {
+            "LogicalResourceId": "DerivedParameter",
+            "PhysicalResourceId": "<output-value:1>",
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "DerivedParameter",
+            "PhysicalResourceId": "<output-value:1>",
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "DerivedParameter",
+            "PhysicalResourceId": "<output-value:1>",
+            "ResourceStatus": "DELETE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "DerivedParameter",
+            "PhysicalResourceId": "<output-value:1>",
+            "ResourceStatus": "DELETE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          }
+        ],
+        "Stack": [
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "REVIEW_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "UPDATE_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "UPDATE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "DELETE_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "DELETE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          }
+        ]
+      }
+    }
   }
 }
diff --git a/tests/aws/services/cloudformation/test_change_sets.validation.json b/tests/aws/services/cloudformation/test_change_sets.validation.json
index f5330f71d80ed..4044808322c88 100644
--- a/tests/aws/services/cloudformation/test_change_sets.validation.json
+++ b/tests/aws/services/cloudformation/test_change_sets.validation.json
@@ -98,6 +98,24 @@
       "total": 16.86
     }
   },
+  "tests/aws/services/cloudformation/test_change_sets.py::test_dynamic_ssm_parameter_lookup": {
+    "last_validated_date": "2025-08-05T22:24:46+00:00",
+    "durations_in_seconds": {
+      "setup": 1.11,
+      "call": 26.5,
+      "teardown": 0.36,
+      "total": 27.97
+    }
+  },
+  "tests/aws/services/cloudformation/test_change_sets.py::test_dynamic_ssm_parameter_lookup_no_change": {
+    "last_validated_date": "2025-08-05T22:26:18+00:00",
+    "durations_in_seconds": {
+      "setup": 1.02,
+      "call": 22.04,
+      "teardown": 0.39,
+      "total": 23.45
+    }
+  },
   "tests/aws/services/cloudformation/test_change_sets.py::test_single_resource_static_update": {
     "last_validated_date": "2025-03-18T16:52:35+00:00"
   },
diff --git a/tests/aws/services/cloudformation/test_template_engine.py b/tests/aws/services/cloudformation/test_template_engine.py
index 48d83cf0afe2b..fd8b374f13042 100644
--- a/tests/aws/services/cloudformation/test_template_engine.py
+++ b/tests/aws/services/cloudformation/test_template_engine.py
@@ -7,7 +7,8 @@
 import botocore.exceptions
 import pytest
 import yaml
-from tests.aws.services.cloudformation.conftest import skip_if_v2_provider
+from botocore.exceptions import ClientError
+from tests.aws.services.cloudformation.conftest import skip_if_v1_provider, skip_if_v2_provider
 
 from localstack.aws.api.lambda_ import Runtime
 from localstack.services.cloudformation.engine.yaml_parser import parse_yaml
@@ -276,7 +277,6 @@ def test_join_no_value_construct(self, deploy_cfn_template, snapshot, aws_client
         snapshot.match("join-output", stack.outputs)
 
 
-@skip_if_v2_provider(reason="CFNV2:Imports")
 class TestImports:
     @markers.aws.validated
     def test_stack_imports(self, deploy_cfn_template, aws_client):
@@ -305,7 +305,6 @@ def test_stack_imports(self, deploy_cfn_template, aws_client):
 
 
 class TestSsmParameters:
-    @skip_if_v2_provider(reason="CFNV2:Resolve")
     @markers.aws.validated
     def test_create_stack_with_ssm_parameters(
         self, create_parameter, deploy_cfn_template, snapshot, aws_client
@@ -335,10 +334,13 @@ def test_create_stack_with_ssm_parameters(
         matching = [arn for arn in topic_arns if parameter_value in arn]
         assert len(matching) == 1
 
-        tags = aws_client.sns.list_tags_for_resource(ResourceArn=matching[0])
-        snapshot.match("topic-tags", tags)
+        tags = aws_client.sns.list_tags_for_resource(ResourceArn=matching[0])["Tags"]
+        snapshot.match(
+            "topic-tags", [tag for tag in tags if not tag["Key"].startswith("aws:cloudformation")]
+        )
 
     @markers.aws.validated
+    @skip_if_v2_provider(reason="CFNV2:Resolve")
     def test_resolve_ssm(self, create_parameter, deploy_cfn_template):
         parameter_key = f"param-key-{short_uid()}"
         parameter_value = f"param-value-{short_uid()}"
@@ -354,6 +356,7 @@ def test_resolve_ssm(self, create_parameter, deploy_cfn_template):
         topic_name = result.outputs["TopicName"]
         assert topic_name == parameter_value
 
+    @skip_if_v2_provider(reason="CFNV2:Resolve")
     @markers.aws.validated
     def test_resolve_ssm_with_version(self, create_parameter, deploy_cfn_template, aws_client):
         parameter_key = f"param-key-{short_uid()}"
@@ -398,7 +401,31 @@ def test_resolve_ssm_secure(self, create_parameter, deploy_cfn_template):
         topic_name = result.outputs["TopicName"]
         assert topic_name == parameter_value
 
-    @skip_if_v2_provider(reason="CFNV2:Resolve")
+    @skip_if_v1_provider(reason="Not supported in the v1 provider")
+    @markers.aws.validated
+    def test_resolve_ssm_missing_parameter(self, snapshot, deploy_cfn_template):
+        template = {
+            "Parameters": {
+                "InputValue": {
+                    "Type": "AWS::SSM::Parameter::Value<String>",
+                },
+            },
+            "Resources": {
+                "MyParameter": {
+                    "Type": "AWS::SSM::Parameter",
+                    "Properties": {
+                        "Type": "String",
+                        "Value": {"Ref": "InputValue"},
+                    },
+                },
+            },
+        }
+        with pytest.raises(ClientError) as exc_info:
+            deploy_cfn_template(
+                template=json.dumps(template), parameters={"InputValue": "parameter-does-not-exist"}
+            )
+        snapshot.match("error-response", exc_info.value)
+
     @markers.aws.validated
     def test_ssm_nested_with_nested_stack(self, s3_create_bucket, deploy_cfn_template, aws_client):
         """
@@ -434,7 +461,7 @@ def test_ssm_nested_with_nested_stack(self, s3_create_bucket, deploy_cfn_templat
 
         assert ssm_parameter == key_value
 
-    @skip_if_v2_provider(reason="CFNV2:Resolve")
+    @skip_if_v2_provider("CFNV2:Resolve stringlist type not supported yet")
     @markers.aws.validated
     def test_create_change_set_with_ssm_parameter_list(
         self, deploy_cfn_template, aws_client, region_name, account_id, snapshot
diff --git a/tests/aws/services/cloudformation/test_template_engine.snapshot.json b/tests/aws/services/cloudformation/test_template_engine.snapshot.json
index da52914bdd544..d180566becacb 100644
--- a/tests/aws/services/cloudformation/test_template_engine.snapshot.json
+++ b/tests/aws/services/cloudformation/test_template_engine.snapshot.json
@@ -509,7 +509,7 @@
     }
   },
   "tests/aws/services/cloudformation/test_template_engine.py::TestSsmParameters::test_create_stack_with_ssm_parameters": {
-    "recorded-date": "15-01-2023, 17:54:23",
+    "recorded-date": "06-08-2025, 10:16:50",
     "recorded-content": {
       "stack-details": {
         "Capabilities": [
@@ -539,18 +539,12 @@
         "StackStatus": "CREATE_COMPLETE",
         "Tags": []
       },
-      "topic-tags": {
-        "Tags": [
-          {
-            "Key": "param-value",
-            "Value": "param <resolved-value:1>"
-          }
-        ],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
+      "topic-tags": [
+        {
+          "Key": "param-value",
+          "Value": "param <resolved-value:1>"
         }
-      }
+      ]
     }
   },
   "tests/aws/services/cloudformation/test_template_engine.py::TestMacros::test_macro_deployment": {
@@ -683,5 +677,11 @@
         "JoinWithNoValue": "Sample"
       }
     }
+  },
+  "tests/aws/services/cloudformation/test_template_engine.py::TestSsmParameters::test_resolve_ssm_missing_parameter": {
+    "recorded-date": "06-08-2025, 09:34:07",
+    "recorded-content": {
+      "error-response": "An error occurred (ValidationError) when calling the CreateChangeSet operation: Parameter InputValue should either have input value or default value"
+    }
   }
 }
diff --git a/tests/aws/services/cloudformation/test_template_engine.validation.json b/tests/aws/services/cloudformation/test_template_engine.validation.json
index e0bbb0be7e342..9978f2583678e 100644
--- a/tests/aws/services/cloudformation/test_template_engine.validation.json
+++ b/tests/aws/services/cloudformation/test_template_engine.validation.json
@@ -93,7 +93,22 @@
     "last_validated_date": "2024-08-08T21:21:23+00:00"
   },
   "tests/aws/services/cloudformation/test_template_engine.py::TestSsmParameters::test_create_stack_with_ssm_parameters": {
-    "last_validated_date": "2023-01-15T16:54:23+00:00"
+    "last_validated_date": "2025-08-06T10:17:40+00:00",
+    "durations_in_seconds": {
+      "setup": 0.86,
+      "call": 10.93,
+      "teardown": 49.95,
+      "total": 61.74
+    }
+  },
+  "tests/aws/services/cloudformation/test_template_engine.py::TestSsmParameters::test_resolve_ssm_missing_parameter": {
+    "last_validated_date": "2025-08-06T09:34:07+00:00",
+    "durations_in_seconds": {
+      "setup": 0.87,
+      "call": 0.29,
+      "teardown": 0.0,
+      "total": 1.16
+    }
   },
   "tests/aws/services/cloudformation/test_template_engine.py::TestSsmParameters::test_ssm_nested_with_nested_stack": {
     "last_validated_date": "2024-07-16T16:38:43+00:00"
diff --git a/tests/aws/services/cloudformation/v2/test_dynamic_resolving.py b/tests/aws/services/cloudformation/v2/test_dynamic_resolving.py
new file mode 100644
index 0000000000000..92b1aac4f3a65
--- /dev/null
+++ b/tests/aws/services/cloudformation/v2/test_dynamic_resolving.py
@@ -0,0 +1 @@
+from tests.aws.services.cloudformation.conftest import skip_if_v1_provider

from localstack.testing.pytest import markers
from localstack.utils.strings import short_uid

pytestmark = skip_if_v1_provider(reason="Only valid for the V2 provider")


@markers.snapshot.skip_snapshot_verify(
    paths=[
        "delete-describe..*",
        #
        # Before/After Context
        "$..Capabilities",
        "$..NotificationARNs",
        "$..IncludeNestedStacks",
        "$..Scope",
        "$..Details",
        "$..Parameters",
        "$..Replacement",
        "$..PolicyAction",
    ]
)
class TestSSMParameterValues:
    @markers.aws.validated
    @markers.snapshot.skip_snapshot_verify(
        paths=[
            # TODO: parity of the events
            "$..MyParameter..PhysicalResourceId"
        ]
    )
    def test_update_parameter_between_deployments(
        self, aws_client, snapshot, create_parameter, capture_update_process
    ):
        param_name = f"param-{short_uid()}"
        param_value_1 = f"param-value-1-{short_uid()}"
        param_value_2 = f"param-value-2-{short_uid()}"

        snapshot.add_transformers_list(
            [
                snapshot.transform.regex(param_name, "<param-name>"),
                snapshot.transform.regex(param_value_1, "<param-value-1>"),
                snapshot.transform.regex(param_value_2, "<param-value-2>"),
                snapshot.transform.key_value("PhysicalResourceId"),
            ]
        )

        create_parameter(Name=param_name, Value=param_value_1, Type="String")

        template1 = {
            "Parameters": {
                "MyValue": {
                    "Type": "AWS::SSM::Parameter::Value<String>",
                },
            },
            "Resources": {
                "MyParameter": {
                    "Type": "AWS::SSM::Parameter",
                    "Properties": {
                        "Type": "String",
                        "Value": {"Ref": "MyValue"},
                    },
                },
            },
        }

        def update_parameter_value():
            aws_client.ssm.put_parameter(
                Name=param_name, Value=param_value_2, Type="String", Overwrite=True
            )

        capture_update_process(
            snapshot=snapshot,
            t1=template1,
            t2=template1,
            p1={"MyValue": param_name},
            p2={"MyValue": param_name},
            custom_update_step=update_parameter_value,
        )

    @markers.aws.validated
    @markers.snapshot.skip_snapshot_verify(
        paths=[
            # TODO: parity of the events
            "$..MyParameter..PhysicalResourceId"
        ]
    )
    def test_change_parameter_type(
        self, aws_client, snapshot, create_parameter, capture_update_process
    ):
        param_name = f"param-{short_uid()}"
        param_value = f"param-value-{short_uid()}"

        snapshot.add_transformers_list(
            [
                snapshot.transform.regex(param_name, "<param-name>"),
                snapshot.transform.regex(param_value, "<param-value>"),
                snapshot.transform.key_value("PhysicalResourceId"),
            ]
        )

        create_parameter(Name=param_name, Value=param_value, Type="String")

        template1 = {
            "Parameters": {
                "MyValue": {
                    "Type": "String",
                },
            },
            "Resources": {
                "MyParameter": {
                    "Type": "AWS::SSM::Parameter",
                    "Properties": {
                        "Type": "String",
                        "Value": {"Ref": "MyValue"},
                    },
                },
            },
        }
        template2 = {
            "Parameters": {
                "MyValue": {
                    "Type": "AWS::SSM::Parameter::Value<String>",
                },
            },
            "Resources": {
                "MyParameter": {
                    "Type": "AWS::SSM::Parameter",
                    "Properties": {
                        "Type": "String",
                        "Value": {"Ref": "MyValue"},
                    },
                },
            },
        }

        capture_update_process(
            snapshot=snapshot,
            t1=template1,
            t2=template2,
            p1={"MyValue": param_name},
            p2={"MyValue": param_name},
        )
\ No newline at end of file
diff --git a/tests/aws/services/cloudformation/v2/test_dynamic_resolving.snapshot.json b/tests/aws/services/cloudformation/v2/test_dynamic_resolving.snapshot.json
new file mode 100644
index 0000000000000..3d7b70dcba4da
--- /dev/null
+++ b/tests/aws/services/cloudformation/v2/test_dynamic_resolving.snapshot.json
@@ -0,0 +1,845 @@
+{
+  "tests/aws/services/cloudformation/v2/test_dynamic_resolving.py::TestSSMParameterValues::test_update_parameter_between_deployments": {
+    "recorded-date": "06-08-2025, 12:36:33",
+    "recorded-content": {
+      "create-change-set-1": {
+        "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "StackId": "<physical-resource-id:2>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-1-prop-values": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "AfterContext": {
+                "Properties": {
+                  "Value": "<param-value-1>",
+                  "Type": "String"
+                }
+              },
+              "Details": [],
+              "LogicalResourceId": "MyParameter",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "MyValue",
+            "ParameterValue": "<param-name>",
+            "ResolvedValue": "<param-value-1>"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "<physical-resource-id:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-1": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "Details": [],
+              "LogicalResourceId": "MyParameter",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "MyValue",
+            "ParameterValue": "<param-name>",
+            "ResolvedValue": "<param-value-1>"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "<physical-resource-id:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "execute-change-set-1": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "post-create-1-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "CreationTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "EnableTerminationProtection": false,
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "MyValue",
+            "ParameterValue": "<param-name>",
+            "ResolvedValue": "<param-value-1>"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "<physical-resource-id:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "CREATE_COMPLETE",
+        "Tags": []
+      },
+      "create-change-set-2": {
+        "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "StackId": "<physical-resource-id:2>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-2-prop-values": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Modify",
+              "AfterContext": {
+                "Properties": {
+                  "Value": "<param-value-2>",
+                  "Type": "String"
+                }
+              },
+              "BeforeContext": {
+                "Properties": {
+                  "Value": "<param-value-1>",
+                  "Type": "String"
+                }
+              },
+              "Details": [
+                {
+                  "ChangeSource": "DirectModification",
+                  "Evaluation": "Static",
+                  "Target": {
+                    "AfterValue": "<param-value-2>",
+                    "Attribute": "Properties",
+                    "AttributeChangeType": "Modify",
+                    "BeforeValue": "<param-value-1>",
+                    "Name": "Value",
+                    "Path": "/Properties/Value",
+                    "RequiresRecreation": "Never"
+                  }
+                }
+              ],
+              "LogicalResourceId": "MyParameter",
+              "PhysicalResourceId": "<physical-resource-id:1>",
+              "Replacement": "False",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": [
+                "Properties"
+              ]
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "MyValue",
+            "ParameterValue": "<param-name>",
+            "ResolvedValue": "<param-value-2>"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "<physical-resource-id:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-2": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Modify",
+              "Details": [
+                {
+                  "ChangeSource": "DirectModification",
+                  "Evaluation": "Static",
+                  "Target": {
+                    "Attribute": "Properties",
+                    "Name": "Value",
+                    "RequiresRecreation": "Never"
+                  }
+                }
+              ],
+              "LogicalResourceId": "MyParameter",
+              "PhysicalResourceId": "<physical-resource-id:1>",
+              "Replacement": "False",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": [
+                "Properties"
+              ]
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "MyValue",
+            "ParameterValue": "<param-name>",
+            "ResolvedValue": "<param-value-2>"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "<physical-resource-id:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "execute-change-set-2": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "post-create-2-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "CreationTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "EnableTerminationProtection": false,
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "MyValue",
+            "ParameterValue": "<param-name>",
+            "ResolvedValue": "<param-value-2>"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "<physical-resource-id:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "UPDATE_COMPLETE",
+        "Tags": []
+      },
+      "delete-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "CreationTime": "datetime",
+        "DeletionTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "MyValue",
+            "ParameterValue": "<param-name>",
+            "ResolvedValue": "<param-value-2>"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "<physical-resource-id:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "DELETE_COMPLETE",
+        "Tags": []
+      },
+      "per-resource-events": {
+        "MyParameter": [
+          {
+            "LogicalResourceId": "MyParameter",
+            "PhysicalResourceId": "<physical-resource-id:1>",
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "MyParameter",
+            "PhysicalResourceId": "<physical-resource-id:1>",
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "MyParameter",
+            "PhysicalResourceId": "<physical-resource-id:1>",
+            "ResourceStatus": "UPDATE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "MyParameter",
+            "PhysicalResourceId": "<physical-resource-id:1>",
+            "ResourceStatus": "UPDATE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "MyParameter",
+            "PhysicalResourceId": "<physical-resource-id:1>",
+            "ResourceStatus": "DELETE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "MyParameter",
+            "PhysicalResourceId": "<physical-resource-id:1>",
+            "ResourceStatus": "DELETE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          }
+        ],
+        "Stack": [
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "<physical-resource-id:2>",
+            "ResourceStatus": "REVIEW_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "<physical-resource-id:2>",
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "<physical-resource-id:2>",
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "<physical-resource-id:2>",
+            "ResourceStatus": "UPDATE_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "<physical-resource-id:2>",
+            "ResourceStatus": "UPDATE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "<physical-resource-id:2>",
+            "ResourceStatus": "DELETE_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "<physical-resource-id:2>",
+            "ResourceStatus": "DELETE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          }
+        ]
+      }
+    }
+  },
+  "tests/aws/services/cloudformation/v2/test_dynamic_resolving.py::TestSSMParameterValues::test_change_parameter_type": {
+    "recorded-date": "06-08-2025, 12:36:55",
+    "recorded-content": {
+      "create-change-set-1": {
+        "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "StackId": "<physical-resource-id:2>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-1-prop-values": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "AfterContext": {
+                "Properties": {
+                  "Value": "<param-name>",
+                  "Type": "String"
+                }
+              },
+              "Details": [],
+              "LogicalResourceId": "MyParameter",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "MyValue",
+            "ParameterValue": "<param-name>"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "<physical-resource-id:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-1": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "Details": [],
+              "LogicalResourceId": "MyParameter",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "MyValue",
+            "ParameterValue": "<param-name>"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "<physical-resource-id:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "execute-change-set-1": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "post-create-1-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "CreationTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "EnableTerminationProtection": false,
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "MyValue",
+            "ParameterValue": "<param-name>"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "<physical-resource-id:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "CREATE_COMPLETE",
+        "Tags": []
+      },
+      "create-change-set-2": {
+        "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "StackId": "<physical-resource-id:2>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-2-prop-values": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Modify",
+              "AfterContext": {
+                "Properties": {
+                  "Value": "<param-value>",
+                  "Type": "String"
+                }
+              },
+              "BeforeContext": {
+                "Properties": {
+                  "Value": "<param-name>",
+                  "Type": "String"
+                }
+              },
+              "Details": [
+                {
+                  "ChangeSource": "DirectModification",
+                  "Evaluation": "Static",
+                  "Target": {
+                    "AfterValue": "<param-value>",
+                    "Attribute": "Properties",
+                    "AttributeChangeType": "Modify",
+                    "BeforeValue": "<param-name>",
+                    "Name": "Value",
+                    "Path": "/Properties/Value",
+                    "RequiresRecreation": "Never"
+                  }
+                }
+              ],
+              "LogicalResourceId": "MyParameter",
+              "PhysicalResourceId": "<physical-resource-id:1>",
+              "Replacement": "False",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": [
+                "Properties"
+              ]
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "MyValue",
+            "ParameterValue": "<param-name>",
+            "ResolvedValue": "<param-value>"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "<physical-resource-id:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-2": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Modify",
+              "Details": [
+                {
+                  "ChangeSource": "DirectModification",
+                  "Evaluation": "Static",
+                  "Target": {
+                    "Attribute": "Properties",
+                    "Name": "Value",
+                    "RequiresRecreation": "Never"
+                  }
+                }
+              ],
+              "LogicalResourceId": "MyParameter",
+              "PhysicalResourceId": "<physical-resource-id:1>",
+              "Replacement": "False",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": [
+                "Properties"
+              ]
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "MyValue",
+            "ParameterValue": "<param-name>",
+            "ResolvedValue": "<param-value>"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "<physical-resource-id:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "execute-change-set-2": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "post-create-2-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "CreationTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "EnableTerminationProtection": false,
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "MyValue",
+            "ParameterValue": "<param-name>",
+            "ResolvedValue": "<param-value>"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "<physical-resource-id:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "UPDATE_COMPLETE",
+        "Tags": []
+      },
+      "delete-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "CreationTime": "datetime",
+        "DeletionTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "MyValue",
+            "ParameterValue": "<param-name>",
+            "ResolvedValue": "<param-value>"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "<physical-resource-id:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "DELETE_COMPLETE",
+        "Tags": []
+      },
+      "per-resource-events": {
+        "MyParameter": [
+          {
+            "LogicalResourceId": "MyParameter",
+            "PhysicalResourceId": "<physical-resource-id:1>",
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "MyParameter",
+            "PhysicalResourceId": "<physical-resource-id:1>",
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "MyParameter",
+            "PhysicalResourceId": "<physical-resource-id:1>",
+            "ResourceStatus": "UPDATE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "MyParameter",
+            "PhysicalResourceId": "<physical-resource-id:1>",
+            "ResourceStatus": "UPDATE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "MyParameter",
+            "PhysicalResourceId": "<physical-resource-id:1>",
+            "ResourceStatus": "DELETE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "MyParameter",
+            "PhysicalResourceId": "<physical-resource-id:1>",
+            "ResourceStatus": "DELETE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          }
+        ],
+        "Stack": [
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "<physical-resource-id:2>",
+            "ResourceStatus": "REVIEW_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "<physical-resource-id:2>",
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "<physical-resource-id:2>",
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "<physical-resource-id:2>",
+            "ResourceStatus": "UPDATE_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "<physical-resource-id:2>",
+            "ResourceStatus": "UPDATE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "<physical-resource-id:2>",
+            "ResourceStatus": "DELETE_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "<physical-resource-id:2>",
+            "ResourceStatus": "DELETE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          }
+        ]
+      }
+    }
+  }
+}
diff --git a/tests/aws/services/cloudformation/v2/test_dynamic_resolving.validation.json b/tests/aws/services/cloudformation/v2/test_dynamic_resolving.validation.json
new file mode 100644
index 0000000000000..f4c0e42c22b65
--- /dev/null
+++ b/tests/aws/services/cloudformation/v2/test_dynamic_resolving.validation.json
@@ -0,0 +1,20 @@
+{
+  "tests/aws/services/cloudformation/v2/test_dynamic_resolving.py::TestSSMParameterValues::test_change_parameter_type": {
+    "last_validated_date": "2025-08-06T12:36:55+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 21.56,
+      "teardown": 0.39,
+      "total": 21.95
+    }
+  },
+  "tests/aws/services/cloudformation/v2/test_dynamic_resolving.py::TestSSMParameterValues::test_update_parameter_between_deployments": {
+    "last_validated_date": "2025-08-06T12:36:33+00:00",
+    "durations_in_seconds": {
+      "setup": 1.05,
+      "call": 22.47,
+      "teardown": 0.35,
+      "total": 23.87
+    }
+  }
+}

From f272f47ec5e3786f09b044135bb5436d0dc691dd Mon Sep 17 00:00:00 2001
From: Giovanni Grano <me@giograno.com>
Date: Thu, 7 Aug 2025 08:03:34 +0200
Subject: [PATCH 076/697] Add pyupgrade rules to ruff (#12953)

---
 .../localstack/aws/api/apigateway/__init__.py | 197 ++++-----
 localstack-core/localstack/aws/api/core.py    |   5 +-
 .../localstack/aws/api/events/__init__.py     |  28 +-
 .../localstack/aws/api/logs/__init__.py       |  13 +-
 .../localstack/aws/api/pipes/__init__.py      |  56 ++-
 .../localstack/aws/api/scheduler/__init__.py  |  30 +-
 .../aws/api/stepfunctions/__init__.py         | 202 ++++-----
 .../localstack/aws/api/support/__init__.py    |  17 +-
 localstack-core/localstack/aws/chain.py       |   4 +-
 localstack-core/localstack/aws/client.py      |  16 +-
 localstack-core/localstack/aws/connect.py     |  79 ++--
 localstack-core/localstack/aws/forwarder.py   |   9 +-
 localstack-core/localstack/aws/gateway.py     |   4 +-
 .../localstack/aws/handlers/analytics.py      |   3 +-
 .../localstack/aws/handlers/cors.py           |   9 +-
 .../localstack/aws/handlers/logging.py        |   3 +-
 .../localstack/aws/handlers/metric_handler.py |   7 +-
 .../localstack/aws/handlers/service.py        |  10 +-
 localstack-core/localstack/aws/mocking.py     |  39 +-
 .../localstack/aws/protocol/op_router.py      |  21 +-
 .../localstack/aws/protocol/parser.py         |  33 +-
 .../localstack/aws/protocol/serializer.py     |  77 ++--
 .../localstack/aws/protocol/service_router.py |  26 +-
 .../localstack/aws/protocol/validate.py       |  10 +-
 localstack-core/localstack/aws/scaffold.py    |  17 +-
 .../localstack/aws/serving/edge.py            |  11 +-
 .../localstack/aws/serving/hypercorn.py       |   4 +-
 .../localstack/aws/serving/twisted.py         |   3 +-
 .../localstack/aws/serving/werkzeug.py        |   4 +-
 localstack-core/localstack/aws/skeleton.py    |  15 +-
 localstack-core/localstack/aws/spec.py        |  59 ++-
 localstack-core/localstack/cli/localstack.py  |  12 +-
 localstack-core/localstack/cli/lpm.py         |   4 +-
 localstack-core/localstack/config.py          |  29 +-
 localstack-core/localstack/deprecations.py    |  10 +-
 .../localstack/dev/run/__main__.py            |   8 +-
 localstack-core/localstack/dev/run/paths.py   |  10 +-
 localstack-core/localstack/dns/models.py      |   3 +-
 localstack-core/localstack/dns/server.py      |   5 +-
 localstack-core/localstack/http/dispatcher.py |   3 +-
 localstack-core/localstack/http/response.py   |   4 +-
 localstack-core/localstack/http/router.py     |   2 +-
 localstack-core/localstack/http/trace.py      |   3 +-
 localstack-core/localstack/logging/format.py  |   6 +-
 localstack-core/localstack/packages/api.py    |  10 +-
 localstack-core/localstack/packages/core.py   |   6 +-
 .../localstack/packages/debugpy.py            |   4 +-
 localstack-core/localstack/packages/ffmpeg.py |   3 +-
 localstack-core/localstack/packages/java.py   |   3 +-
 .../localstack/packages/terraform.py          |   3 +-
 localstack-core/localstack/runtime/init.py    |  13 +-
 .../localstack/runtime/shutdown.py            |   3 +-
 .../services/apigateway/exporter.py           |   3 +-
 .../localstack/services/apigateway/helpers.py |  12 +-
 .../services/apigateway/legacy/context.py     |  42 +-
 .../services/apigateway/legacy/helpers.py     |  40 +-
 .../services/apigateway/legacy/integration.py |  14 +-
 .../services/apigateway/legacy/router_asf.py  |   4 +-
 .../services/apigateway/legacy/templates.py   |  10 +-
 .../localstack/services/apigateway/models.py  |  32 +-
 .../apigateway/next_gen/execute_api/api.py    |   4 +-
 .../next_gen/execute_api/context.py           |  50 +--
 .../handlers/api_key_validation.py            |   7 +-
 .../next_gen/execute_api/handlers/parse.py    |   3 +-
 .../execute_api/handlers/resource_router.py   |   2 +-
 .../next_gen/execute_api/header_utils.py      |   2 +-
 .../next_gen/execute_api/helpers.py           |   4 +-
 .../next_gen/execute_api/integrations/aws.py  |  12 +-
 .../next_gen/execute_api/integrations/http.py |  18 +-
 .../next_gen/execute_api/variables.py         | 126 +++---
 .../aws_apigateway_account.py                 |   6 +-
 .../aws_apigateway_account_plugin.py          |   4 +-
 .../aws_apigateway_apikey.py                  |  28 +-
 .../aws_apigateway_apikey_plugin.py           |   4 +-
 .../aws_apigateway_basepathmapping.py         |  10 +-
 .../aws_apigateway_basepathmapping_plugin.py  |   4 +-
 .../aws_apigateway_deployment.py              |  92 ++---
 .../aws_apigateway_deployment_plugin.py       |   4 +-
 .../aws_apigateway_domainname.py              |  36 +-
 .../aws_apigateway_domainname_plugin.py       |   4 +-
 .../aws_apigateway_gatewayresponse.py         |  14 +-
 .../aws_apigateway_gatewayresponse_plugin.py  |   4 +-
 .../aws_apigateway_method.py                  |  72 ++--
 .../aws_apigateway_method_plugin.py           |   4 +-
 .../aws_apigateway_model.py                   |  12 +-
 .../aws_apigateway_model_plugin.py            |   4 +-
 .../aws_apigateway_requestvalidator.py        |  12 +-
 .../aws_apigateway_requestvalidator_plugin.py |   4 +-
 .../aws_apigateway_resource.py                |  10 +-
 .../aws_apigateway_resource_plugin.py         |   4 +-
 .../aws_apigateway_restapi.py                 |  52 +--
 .../aws_apigateway_restapi_plugin.py          |   4 +-
 .../aws_apigateway_stage.py                   |  66 +--
 .../aws_apigateway_stage_plugin.py            |   4 +-
 .../aws_apigateway_usageplan.py               |  36 +-
 .../aws_apigateway_usageplan_plugin.py        |   4 +-
 .../aws_apigateway_usageplankey.py            |  10 +-
 .../aws_apigateway_usageplankey_plugin.py     |   4 +-
 .../cdk/resource_providers/cdk_metadata.py    |   4 +-
 .../resource_providers/cdk_metadata_plugin.py |   4 +-
 .../aws_certificatemanager_certificate.py     |  28 +-
 ...s_certificatemanager_certificate_plugin.py |   4 +-
 .../services/cloudformation/cfn_utils.py      |   2 +-
 .../cloudformation/deployment_utils.py        |   4 +-
 .../services/cloudformation/engine/changes.py |   6 +-
 .../cloudformation/engine/entities.py         |  24 +-
 .../cloudformation/engine/parameters.py       |   6 +-
 .../engine/template_deployer.py               |  19 +-
 .../cloudformation/engine/transformers.py     |   9 +-
 .../services/cloudformation/engine/types.py   |   9 +-
 .../engine/v2/change_set_model.py             |  17 +-
 .../engine/v2/change_set_model_describer.py   |  12 +-
 .../engine/v2/change_set_model_executor.py    |  18 +-
 .../engine/v2/change_set_model_preproc.py     |  29 +-
 .../engine/v2/change_set_model_transform.py   |  10 +-
 .../services/cloudformation/provider_utils.py |   4 +-
 .../cloudformation/resource_provider.py       |  19 +-
 .../aws_cloudformation_macro.py               |  14 +-
 .../aws_cloudformation_macro_plugin.py        |   4 +-
 .../aws_cloudformation_stack.py               |  18 +-
 .../aws_cloudformation_stack_plugin.py        |   4 +-
 .../aws_cloudformation_waitcondition.py       |  12 +-
 ...aws_cloudformation_waitcondition_plugin.py |   4 +-
 .../aws_cloudformation_waitconditionhandle.py |   4 +-
 ...oudformation_waitconditionhandle_plugin.py |   4 +-
 .../cloudformation/scaffolding/__main__.py    |  15 +-
 .../cloudformation/scaffolding/propgen.py     |   4 +-
 .../services/cloudformation/stores.py         |   5 +-
 .../services/cloudformation/v2/entities.py    |  14 +-
 .../services/cloudformation/v2/provider.py    |  20 +-
 .../services/cloudwatch/alarm_scheduler.py    |  14 +-
 .../cloudwatch/cloudwatch_database_helper.py  |   9 +-
 .../localstack/services/cloudwatch/models.py  |  12 +-
 .../services/cloudwatch/provider.py           |  24 +-
 .../services/cloudwatch/provider_v2.py        |   6 +-
 .../aws_cloudwatch_alarm.py                   |  80 ++--
 .../aws_cloudwatch_alarm_plugin.py            |   4 +-
 .../aws_cloudwatch_compositealarm.py          |  24 +-
 .../aws_cloudwatch_compositealarm_plugin.py   |   4 +-
 .../localstack/services/dynamodb/packages.py  |   3 +-
 .../localstack/services/dynamodb/provider.py  |  15 +-
 .../aws_dynamodb_globaltable.py               | 126 +++---
 .../aws_dynamodb_globaltable_plugin.py        |   4 +-
 .../resource_providers/aws_dynamodb_table.py  | 114 +++---
 .../aws_dynamodb_table_plugin.py              |   4 +-
 .../localstack/services/dynamodb/utils.py     |  27 +-
 .../services/dynamodb/v2/provider.py          |  13 +-
 .../dynamodbstreams/dynamodbstreams_api.py    |   4 +-
 .../services/dynamodbstreams/models.py        |   4 +-
 .../localstack/services/ec2/patches.py        |   9 +-
 .../localstack/services/ec2/provider.py       |   6 +-
 .../resource_providers/aws_ec2_dhcpoptions.py |  20 +-
 .../aws_ec2_dhcpoptions_plugin.py             |   4 +-
 .../resource_providers/aws_ec2_instance.py    | 192 ++++-----
 .../aws_ec2_instance_plugin.py                |   4 +-
 .../aws_ec2_internetgateway.py                |  10 +-
 .../aws_ec2_internetgateway_plugin.py         |   4 +-
 .../ec2/resource_providers/aws_ec2_keypair.py |  20 +-
 .../aws_ec2_keypair_plugin.py                 |   4 +-
 .../resource_providers/aws_ec2_natgateway.py  |  26 +-
 .../aws_ec2_natgateway_plugin.py              |   4 +-
 .../resource_providers/aws_ec2_networkacl.py  |  12 +-
 .../aws_ec2_networkacl_plugin.py              |   4 +-
 .../resource_providers/aws_ec2_prefixlist.py  |  28 +-
 .../aws_ec2_prefixlist_plugin.py              |   4 +-
 .../ec2/resource_providers/aws_ec2_route.py   |  30 +-
 .../aws_ec2_route_plugin.py                   |   4 +-
 .../resource_providers/aws_ec2_routetable.py  |  12 +-
 .../aws_ec2_routetable_plugin.py              |   4 +-
 .../aws_ec2_securitygroup.py                  |  58 +--
 .../aws_ec2_securitygroup_plugin.py           |   4 +-
 .../ec2/resource_providers/aws_ec2_subnet.py  |  38 +-
 .../aws_ec2_subnet_plugin.py                  |   4 +-
 .../aws_ec2_subnetroutetableassociation.py    |   8 +-
 ..._ec2_subnetroutetableassociation_plugin.py |   4 +-
 .../aws_ec2_transitgateway.py                 |  32 +-
 .../aws_ec2_transitgateway_plugin.py          |   4 +-
 .../aws_ec2_transitgatewayattachment.py       |  18 +-
 ...aws_ec2_transitgatewayattachment_plugin.py |   4 +-
 .../ec2/resource_providers/aws_ec2_vpc.py     |  30 +-
 .../resource_providers/aws_ec2_vpc_plugin.py  |   4 +-
 .../resource_providers/aws_ec2_vpcendpoint.py |  26 +-
 .../aws_ec2_vpcendpoint_plugin.py             |   4 +-
 .../aws_ec2_vpcgatewayattachment.py           |  10 +-
 .../aws_ec2_vpcgatewayattachment_plugin.py    |   4 +-
 .../resource_providers/aws_ecr_repository.py  |  34 +-
 .../aws_ecr_repository_plugin.py              |   4 +-
 localstack-core/localstack/services/edge.py   |  10 +-
 .../localstack/services/es/provider.py        |  38 +-
 .../localstack/services/events/archive.py     |   4 +-
 .../localstack/services/events/connection.py  |  10 +-
 .../localstack/services/events/event_bus.py   |  18 +-
 .../localstack/services/events/models.py      |  50 +--
 .../localstack/services/events/provider.py    |  24 +-
 .../localstack/services/events/replay.py      |   6 +-
 .../aws_events_apidestination.py              |  16 +-
 .../aws_events_apidestination_plugin.py       |   4 +-
 .../aws_events_connection.py                  |  54 +--
 .../aws_events_connection_plugin.py           |   4 +-
 .../resource_providers/aws_events_eventbus.py |  18 +-
 .../aws_events_eventbus_plugin.py             |   4 +-
 .../aws_events_eventbuspolicy.py              |  22 +-
 .../aws_events_eventbuspolicy_plugin.py       |   4 +-
 .../resource_providers/aws_events_rule.py     | 164 ++++----
 .../aws_events_rule_plugin.py                 |   4 +-
 .../localstack/services/events/rule.py        |  30 +-
 .../localstack/services/events/target.py      |  10 +-
 .../localstack/services/events/utils.py       |  14 +-
 .../localstack/services/events/v1/models.py   |   4 +-
 .../localstack/services/events/v1/provider.py |  20 +-
 .../localstack/services/firehose/models.py    |   4 +-
 .../localstack/services/firehose/provider.py  |  23 +-
 .../localstack/services/iam/iam_patches.py    |  11 +-
 .../localstack/services/iam/provider.py       |   8 +-
 .../resource_providers/aws_iam_accesskey.py   |  12 +-
 .../aws_iam_accesskey_plugin.py               |   4 +-
 .../iam/resource_providers/aws_iam_group.py   |  18 +-
 .../aws_iam_group_plugin.py                   |   4 +-
 .../aws_iam_instanceprofile.py                |  10 +-
 .../aws_iam_instanceprofile_plugin.py         |   4 +-
 .../aws_iam_managedpolicy.py                  |  18 +-
 .../aws_iam_managedpolicy_plugin.py           |   4 +-
 .../iam/resource_providers/aws_iam_policy.py  |  14 +-
 .../aws_iam_policy_plugin.py                  |   4 +-
 .../iam/resource_providers/aws_iam_role.py    |  32 +-
 .../resource_providers/aws_iam_role_plugin.py |   4 +-
 .../aws_iam_servercertificate.py              |  20 +-
 .../aws_iam_servercertificate_plugin.py       |   4 +-
 .../aws_iam_servicelinkedrole.py              |  10 +-
 .../aws_iam_servicelinkedrole_plugin.py       |   4 +-
 .../iam/resource_providers/aws_iam_user.py    |  34 +-
 .../resource_providers/aws_iam_user_plugin.py |   4 +-
 .../services/kinesis/kinesis_mock_server.py   |  15 +-
 .../localstack/services/kinesis/models.py     |   5 +-
 .../localstack/services/kinesis/packages.py   |   6 +-
 .../resource_providers/aws_kinesis_stream.py  |  26 +-
 .../aws_kinesis_stream_plugin.py              |   4 +-
 .../aws_kinesis_streamconsumer.py             |  14 +-
 .../aws_kinesis_streamconsumer_plugin.py      |   4 +-
 .../aws_kinesisfirehose_deliverystream.py     | 382 +++++++++---------
 ...s_kinesisfirehose_deliverystream_plugin.py |   4 +-
 .../localstack/services/kms/models.py         |  31 +-
 .../localstack/services/kms/provider.py       |   5 +-
 .../kms/resource_providers/aws_kms_alias.py   |   6 +-
 .../aws_kms_alias_plugin.py                   |   4 +-
 .../kms/resource_providers/aws_kms_key.py     |  28 +-
 .../resource_providers/aws_kms_key_plugin.py  |   4 +-
 .../localstack/services/kms/utils.py          |   5 +-
 .../localstack/services/lambda_/api_utils.py  |  24 +-
 .../services/lambda_/custom_endpoints.py      |   4 +-
 .../esm_worker_factory.py                     |   2 +-
 .../event_source_mapping/pipe_utils.py        |   4 +-
 .../pollers/stream_poller.py                  |   2 +-
 .../senders/sender_utils.py                   |   3 +-
 .../services/lambda_/invocation/assignment.py |   3 +-
 .../invocation/docker_runtime_executor.py     |   9 +-
 .../invocation/execution_environment.py       |   8 +-
 .../lambda_/invocation/executor_endpoint.py   |  10 +-
 .../lambda_/invocation/internal_sqs_queue.py  |   2 +-
 .../lambda_/invocation/lambda_models.py       |  46 +--
 .../lambda_/invocation/lambda_service.py      |   8 +-
 .../services/lambda_/invocation/logs.py       |   5 +-
 .../lambda_/invocation/runtime_executor.py    |   6 +-
 .../localstack/services/lambda_/ldm.py        |   5 +-
 .../localstack/services/lambda_/packages.py   |   5 +-
 .../localstack/services/lambda_/provider.py   |   6 +-
 .../aws_lambda_codesigningconfig.py           |  16 +-
 .../aws_lambda_codesigningconfig_plugin.py    |   4 +-
 .../aws_lambda_eventinvokeconfig.py           |  22 +-
 .../aws_lambda_eventinvokeconfig_plugin.py    |   4 +-
 .../aws_lambda_eventsourcemapping.py          |  78 ++--
 .../aws_lambda_eventsourcemapping_plugin.py   |   4 +-
 .../resource_providers/aws_lambda_function.py | 108 ++---
 .../aws_lambda_function_plugin.py             |   4 +-
 .../aws_lambda_layerversion.py                |  22 +-
 .../aws_lambda_layerversion_plugin.py         |   4 +-
 .../aws_lambda_layerversionpermission.py      |  12 +-
 ...ws_lambda_layerversionpermission_plugin.py |   4 +-
 .../aws_lambda_permission.py                  |  20 +-
 .../aws_lambda_permission_plugin.py           |   4 +-
 .../resource_providers/aws_lambda_url.py      |  28 +-
 .../aws_lambda_url_plugin.py                  |   4 +-
 .../resource_providers/aws_lambda_version.py  |  16 +-
 .../aws_lambda_version_plugin.py              |   4 +-
 .../resource_providers/lambda_alias.py        |  24 +-
 .../resource_providers/lambda_alias_plugin.py |   4 +-
 .../localstack/services/lambda_/runtimes.py   |   4 +-
 .../localstack/services/logs/models.py        |   4 +-
 .../localstack/services/logs/provider.py      |   6 +-
 .../resource_providers/aws_logs_loggroup.py   |  18 +-
 .../aws_logs_loggroup_plugin.py               |   4 +-
 .../resource_providers/aws_logs_logstream.py  |   8 +-
 .../aws_logs_logstream_plugin.py              |   4 +-
 .../aws_logs_subscriptionfilter.py            |  14 +-
 .../aws_logs_subscriptionfilter_plugin.py     |   4 +-
 localstack-core/localstack/services/moto.py   |   6 +-
 .../localstack/services/opensearch/cluster.py |  26 +-
 .../services/opensearch/cluster_manager.py    |  27 +-
 .../localstack/services/opensearch/models.py  |   4 +-
 .../services/opensearch/packages.py           |   3 +-
 .../services/opensearch/provider.py           |  15 +-
 .../aws_elasticsearch_domain.py               | 122 +++---
 .../aws_elasticsearch_domain_plugin.py        |   4 +-
 .../aws_opensearchservice_domain.py           | 178 ++++----
 .../aws_opensearchservice_domain_plugin.py    |   4 +-
 .../services/opensearch/versions.py           |   4 +-
 .../localstack/services/plugins.py            |  51 +--
 .../aws_redshift_cluster.py                   | 114 +++---
 .../aws_redshift_cluster_plugin.py            |   4 +-
 .../aws_resourcegroups_group.py               |  42 +-
 .../aws_resourcegroups_group_plugin.py        |   4 +-
 .../localstack/services/route53/models.py     |   4 +-
 .../localstack/services/route53/provider.py   |   3 +-
 .../aws_route53_healthcheck.py                |  12 +-
 .../aws_route53_healthcheck_plugin.py         |   4 +-
 .../aws_route53_recordset.py                  |  54 +--
 .../aws_route53_recordset_plugin.py           |   4 +-
 .../services/route53resolver/models.py        |  18 +-
 .../services/route53resolver/provider.py      |  24 +-
 .../localstack/services/s3/codec.py           |   4 +-
 .../localstack/services/s3/cors.py            |   8 +-
 .../localstack/services/s3/models.py          | 144 +++----
 .../localstack/services/s3/notifications.py   |  38 +-
 .../localstack/services/s3/presigned_url.py   |  11 +-
 .../localstack/services/s3/provider.py        |  27 +-
 .../s3/resource_providers/aws_s3_bucket.py    | 360 ++++++++---------
 .../aws_s3_bucket_plugin.py                   |   4 +-
 .../resource_providers/aws_s3_bucketpolicy.py |   8 +-
 .../aws_s3_bucketpolicy_plugin.py             |   4 +-
 .../localstack/services/s3/storage/core.py    |   7 +-
 .../services/s3/storage/ephemeral.py          |  13 +-
 .../localstack/services/s3/utils.py           |  22 +-
 .../localstack/services/s3/validation.py      |   2 +-
 .../localstack/services/s3/website_hosting.py |  10 +-
 .../aws_scheduler_schedule.py                 | 120 +++---
 .../aws_scheduler_schedule_plugin.py          |   4 +-
 .../aws_scheduler_schedulegroup.py            |  18 +-
 .../aws_scheduler_schedulegroup_plugin.py     |   4 +-
 .../services/secretsmanager/provider.py       |  20 +-
 .../aws_secretsmanager_resourcepolicy.py      |  10 +-
 ...ws_secretsmanager_resourcepolicy_plugin.py |   4 +-
 .../aws_secretsmanager_rotationschedule.py    |  42 +-
 ..._secretsmanager_rotationschedule_plugin.py |   4 +-
 .../aws_secretsmanager_secret.py              |  46 +--
 .../aws_secretsmanager_secret_plugin.py       |   4 +-
 ...s_secretsmanager_secrettargetattachment.py |  10 +-
 ...tsmanager_secrettargetattachment_plugin.py |   4 +-
 .../localstack/services/ses/provider.py       |  16 +-
 .../aws_ses_emailidentity.py                  |  42 +-
 .../aws_ses_emailidentity_plugin.py           |   4 +-
 .../localstack/services/sns/models.py         |  50 +--
 .../localstack/services/sns/provider.py       |   3 +-
 .../localstack/services/sns/publisher.py      |  13 +-
 .../aws_sns_subscription.py                   |  26 +-
 .../aws_sns_subscription_plugin.py            |   4 +-
 .../sns/resource_providers/aws_sns_topic.py   |  32 +-
 .../aws_sns_topic_plugin.py                   |   4 +-
 .../resource_providers/aws_sns_topicpolicy.py |   8 +-
 .../aws_sns_topicpolicy_plugin.py             |   4 +-
 .../localstack/services/sqs/models.py         |  43 +-
 .../localstack/services/sqs/provider.py       |  37 +-
 .../localstack/services/sqs/query_api.py      |   5 +-
 .../sqs/resource_providers/aws_sqs_queue.py   |  42 +-
 .../aws_sqs_queue_plugin.py                   |   4 +-
 .../resource_providers/aws_sqs_queuepolicy.py |   8 +-
 .../aws_sqs_queuepolicy_plugin.py             |   4 +-
 .../localstack/services/sqs/utils.py          |   6 +-
 .../localstack/services/ssm/provider.py       |   5 +-
 .../aws_ssm_maintenancewindow.py              |  30 +-
 .../aws_ssm_maintenancewindow_plugin.py       |   4 +-
 .../aws_ssm_maintenancewindowtarget.py        |  20 +-
 .../aws_ssm_maintenancewindowtarget_plugin.py |   4 +-
 .../aws_ssm_maintenancewindowtask.py          |  96 ++---
 .../aws_ssm_maintenancewindowtask_plugin.py   |   4 +-
 .../resource_providers/aws_ssm_parameter.py   |  20 +-
 .../aws_ssm_parameter_plugin.py               |   4 +-
 .../aws_ssm_patchbaseline.py                  |  58 +--
 .../aws_ssm_patchbaseline_plugin.py           |   4 +-
 .../asl/antlt4utils/antlr4utils.py            |   7 +-
 .../component/common/catch/catcher_decl.py    |  18 +-
 .../common/error_name/custom_error_name.py    |   4 +-
 .../component/common/error_name/error_name.py |   8 +-
 .../common/error_name/failure_event.py        |  16 +-
 .../jsonata/jsonata_template_binding.py       |   4 +-
 .../asl/component/common/path/input_path.py   |   6 +-
 .../asl/component/common/path/output_path.py  |   6 +-
 .../asl/component/common/path/result_path.py  |   6 +-
 .../payloadbinding/payload_binding.py         |   6 +-
 .../component/common/retry/retrier_decl.py    |  16 +-
 .../common/string/string_expression.py        |   4 +-
 .../asl/component/common/timeouts/timeout.py  |   6 +-
 .../asl/component/eval_component.py           |   5 +-
 .../component/intrinsic/argument/argument.py  |   6 +-
 .../asl/component/intrinsic/jsonata.py        |   4 +-
 .../asl/component/program/program.py          |  16 +-
 .../asl/component/state/state.py              |  21 +-
 .../state/state_choice/choice_rule.py         |  22 +-
 .../operator/implementations/is_operator.py   |   4 +-
 .../state/state_choice/state_choice.py        |   4 +-
 .../state/state_execution/execute_state.py    |  16 +-
 .../state_map/item_reader/item_reader_decl.py |  12 +-
 .../reader_config/reader_config_decl.py       |  10 +-
 .../resource_eval/resource_eval_s3.py         |   3 +-
 .../distributed_iteration_component.py        |  16 +-
 .../iteration/inline_iteration_component.py   |  14 +-
 .../distributed_item_processor_worker.py      |   8 +-
 .../inline_item_processor_worker.py           |  10 +-
 .../iteration/itemprocessor/map_run_record.py |  20 +-
 .../iteration/iteration_component.py          |   6 +-
 .../iteration/iteration_declaration.py        |   6 +-
 .../state_map/iteration/iteration_worker.py   |   4 +-
 .../iterator/distributed_iterator_worker.py   |   8 +-
 .../iteration/iterator/inline_iterator.py     |   3 +-
 .../iterator/inline_iterator_worker.py        |  10 +-
 .../state_map/iteration/job.py                |  18 +-
 .../resource_eval/resource_eval_s3.py         |   3 +-
 .../state_execution/state_map/state_map.py    |  21 +-
 .../state_parallel/branch_worker.py           |   6 +-
 .../state_parallel/branches_decl.py           |   8 +-
 .../state_parallel/state_parallel.py          |   3 +-
 .../state_task/lambda_eval_utils.py           |  12 +-
 .../state_task/service/resource.py            |   6 +-
 .../state_task/service/state_task_service.py  |  20 +-
 .../service/state_task_service_api_gateway.py |  30 +-
 .../service/state_task_service_batch.py       |   9 +-
 .../service/state_task_service_callback.py    |  35 +-
 .../service/state_task_service_dynamodb.py    |   4 +-
 .../service/state_task_service_ecs.py         |   9 +-
 .../service/state_task_service_events.py      |   8 +-
 .../service/state_task_service_glue.py        |  13 +-
 .../service/state_task_service_lambda.py      |   8 +-
 .../service/state_task_service_sfn.py         |  17 +-
 .../service/state_task_service_sns.py         |   4 +-
 .../service/state_task_service_sqs.py         |   8 +-
 .../state_execution/state_task/state_task.py  |   4 +-
 .../state_task/state_task_lambda.py           |   4 +-
 .../component/state/state_fail/state_fail.py  |   6 +-
 .../component/state/state_pass/state_pass.py  |   8 +-
 .../state_wait/wait_function/timestamp.py     |   4 +-
 .../asl/eval/callback/callback.py             |  36 +-
 .../stepfunctions/asl/eval/environment.py     |  32 +-
 .../asl/eval/evaluation_details.py            |   8 +-
 .../asl/eval/event/event_manager.py           |  18 +-
 .../stepfunctions/asl/eval/event/logging.py   |   6 +-
 .../stepfunctions/asl/eval/program_state.py   |  16 +-
 .../services/stepfunctions/asl/eval/states.py |  22 +-
 .../asl/eval/test_state/environment.py        |   8 +-
 .../stepfunctions/asl/eval/variable_store.py  |   6 +-
 .../stepfunctions/asl/jsonata/jsonata.py      |   9 +-
 .../asl/parse/intrinsic/preprocessor.py       |   3 +-
 .../stepfunctions/asl/parse/preprocessor.py   |  60 +--
 .../stepfunctions/asl/parse/typed_props.py    |   4 +-
 .../stepfunctions/asl/utils/encoding.py       |   4 +-
 .../stepfunctions/asl/utils/json_path.py      |   4 +-
 .../stepfunctions/backend/activity.py         |   8 +-
 .../services/stepfunctions/backend/alias.py   |  12 +-
 .../stepfunctions/backend/execution.py        |  52 ++-
 .../stepfunctions/backend/execution_worker.py |  14 +-
 .../stepfunctions/backend/state_machine.py    |  52 +--
 .../backend/test_state/execution.py           |   7 +-
 .../backend/test_state/execution_worker.py    |   4 +-
 .../stepfunctions/mocking/mock_config.py      |  10 +-
 .../stepfunctions/mocking/mock_config_file.py |  20 +-
 .../services/stepfunctions/provider.py        |  64 ++-
 .../services/stepfunctions/quotas.py          |   5 +-
 .../aws_stepfunctions_activity.py             |  12 +-
 .../aws_stepfunctions_activity_plugin.py      |   4 +-
 .../aws_stepfunctions_statemachine.py         |  50 +--
 .../aws_stepfunctions_statemachine_plugin.py  |   4 +-
 .../stepfunctions/stepfunctions_utils.py      |   3 +-
 localstack-core/localstack/services/stores.py |  14 +-
 .../services/transcribe/packages.py           |   4 +-
 .../services/transcribe/provider.py           |   4 +-
 localstack-core/localstack/state/inspect.py   |   8 +-
 localstack-core/localstack/state/pickle.py    |  31 +-
 .../localstack/testing/aws/asf_utils.py       |   5 +-
 .../localstack/testing/aws/lambda_utils.py    |  29 +-
 .../localstack/testing/aws/util.py            |   5 +-
 .../testing/pytest/cloudformation/fixtures.py |   5 +-
 .../localstack/testing/pytest/container.py    |   9 +-
 .../localstack/testing/pytest/filters.py      |   4 +-
 .../localstack/testing/pytest/fixtures.py     |  22 +-
 .../localstack/testing/pytest/marking.py      |  12 +-
 .../localstack/testing/pytest/path_filter.py  |   2 +-
 .../testing/pytest/stepfunctions/utils.py     |   2 +-
 .../testing/pytest/validation_tracking.py     |   6 +-
 .../testing/scenario/provisioning.py          |  21 +-
 .../testing/snapshots/transformer_utility.py  |   4 +-
 .../testing/testselection/matching.py         |   4 +-
 .../testing/testselection/opt_out.py          |   2 +-
 .../scripts/filter_by_test_selection.py       |   2 +-
 .../scripts/generate_test_selection.py        |   2 +-
 .../testing/testselection/testselection.py    |   4 +-
 .../localstack/utils/analytics/cli.py         |   5 +-
 .../localstack/utils/analytics/client.py      |  10 +-
 .../localstack/utils/analytics/events.py      |   4 +-
 .../utils/analytics/metrics/registry.py       |   2 +-
 .../localstack/utils/analytics/publisher.py   |   8 +-
 .../analytics/service_request_aggregator.py   |   6 +-
 localstack-core/localstack/utils/aws/arns.py  |   4 +-
 .../localstack/utils/aws/aws_responses.py     |  35 +-
 .../localstack/utils/aws/aws_stack.py         |  18 +-
 .../localstack/utils/aws/dead_letter_queue.py |   7 +-
 .../utils/aws/message_forwarding.py           |  20 +-
 .../localstack/utils/aws/request_context.py   |   8 +-
 .../localstack/utils/aws/templating.py        |   6 +-
 .../localstack/utils/batch_policy.py          |   4 +-
 localstack-core/localstack/utils/bootstrap.py |  39 +-
 .../localstack/utils/collections.py           |  39 +-
 .../localstack/utils/config_listener.py       |   4 +-
 .../localstack/utils/container_networking.py  |   6 +-
 .../utils/container_utils/container_client.py | 147 ++++---
 .../container_utils/docker_cmd_client.py      |  66 +--
 .../container_utils/docker_sdk_client.py      |  70 ++--
 localstack-core/localstack/utils/crypto.py    |   5 +-
 localstack-core/localstack/utils/diagnose.py  |  22 +-
 .../localstack/utils/docker_utils.py          |   8 +-
 localstack-core/localstack/utils/files.py     |   3 +-
 localstack-core/localstack/utils/functions.py |   4 +-
 localstack-core/localstack/utils/http.py      |  12 +-
 localstack-core/localstack/utils/iputils.py   |   3 +-
 localstack-core/localstack/utils/json.py      |   2 +-
 localstack-core/localstack/utils/net.py       |  19 +-
 localstack-core/localstack/utils/objects.py   |  20 +-
 localstack-core/localstack/utils/patch.py     |  10 +-
 localstack-core/localstack/utils/platform.py  |   4 +-
 localstack-core/localstack/utils/run.py       |  14 +-
 localstack-core/localstack/utils/scheduler.py |   5 +-
 localstack-core/localstack/utils/strings.py   |   4 +-
 localstack-core/localstack/utils/tagging.py   |   6 +-
 localstack-core/localstack/utils/testutil.py  |  18 +-
 localstack-core/localstack/utils/threads.py   |   4 +-
 localstack-core/localstack/utils/xml.py       |   2 +-
 pyproject.toml                                |  29 +-
 scripts/capture_notimplemented_responses.py   |   6 +-
 .../metrics_coverage/diff_metrics_coverage.py |   4 +-
 scripts/render_marker_report.py               |   4 +-
 .../upload_raw_test_metrics_and_coverage.py   |   4 +-
 tests/aws/conftest.py                         |   5 +-
 .../artefacts/functions/populate_db.py        |   1 -
 .../artefacts/functions/stream_processor.py   |   1 -
 .../apigateway/apigateway_fixtures.py         |   7 +-
 .../apigateway/test_apigateway_basic.py       |  12 +-
 .../cloudcontrol/test_cloudcontrol_api.py     |   3 +-
 .../cloudformation/api/test_stacks.py         |   6 +-
 tests/aws/services/cloudformation/conftest.py |   3 +-
 .../services/cloudwatch/test_cloudwatch.py    |  44 +-
 tests/aws/services/dynamodb/test_dynamodb.py  |   7 +-
 tests/aws/services/events/conftest.py         |   3 +-
 tests/aws/services/events/helper_functions.py |   4 +-
 .../events/test_archive_and_replay.py         |  32 +-
 tests/aws/services/events/test_events.py      |   4 +-
 .../services/events/test_events_patterns.py   |  13 +-
 .../services/events/test_events_schedule.py   |   4 +-
 .../aws/services/firehose/helper_functions.py |   5 +-
 tests/aws/services/lambda_/test_lambda.py     |   6 +-
 tests/aws/services/lambda_/test_lambda_api.py |   4 +-
 .../lambda_/test_lambda_developer_tools.py    |  10 +-
 .../services/lambda_/test_lambda_runtimes.py  |   3 +-
 tests/aws/services/s3/test_s3.py              |   6 +-
 .../services/s3/test_s3_notifications_sns.py  |   6 +-
 .../services/s3/test_s3_notifications_sqs.py  |  10 +-
 .../secretsmanager/test_secretsmanager.py     |  23 +-
 tests/aws/services/ses/test_ses.py            |   9 +-
 tests/aws/services/sqs/test_sqs.py            |  22 +-
 tests/aws/services/ssm/test_ssm.py            |   6 +-
 .../mocked_service_integrations.py            |   2 +-
 .../templates/template_loader.py              |   2 +-
 .../stepfunctions/v2/base/test_wait.py        |   6 +-
 tests/aws/services/sts/test_sts.py            |   8 +-
 tests/aws/services/swf/test_swf.py            |   6 +-
 tests/aws/test_moto.py                        |   3 +-
 tests/bootstrap/conftest.py                   |   3 +-
 .../bootstrap/test_cosmetic_configuration.py  |   4 +-
 tests/integration/docker_utils/conftest.py    |   3 +-
 tests/integration/docker_utils/test_docker.py |  17 +-
 tests/integration/test_config_service.py      |   4 +-
 tests/unit/aws/protocol/test_parser.py        |   8 +-
 tests/unit/aws/protocol/test_serializer.py    |  19 +-
 tests/unit/aws/test_service_router.py         |   6 +-
 tests/unit/aws/test_skeleton.py               |  12 +-
 tests/unit/aws/test_spec.py                   |   4 +-
 tests/unit/cli/test_lpm.py                    |   7 +-
 tests/unit/http_/test_asgi.py                 |   5 +-
 tests/unit/http_/test_dispatcher.py           |   6 +-
 tests/unit/http_/test_hypercorn.py            |   3 +-
 tests/unit/http_/test_proxy.py                |   3 +-
 tests/unit/http_/test_router.py               |   3 +-
 tests/unit/packages/test_api.py               |   8 +-
 .../apigateway/test_apigateway_common.py      |   4 +-
 tests/unit/test_common.py                     |   8 +-
 tests/unit/test_dockerclient.py               |   5 +-
 tests/unit/test_edge.py                       |   4 +-
 tests/unit/utils/analytics/test_publisher.py  |   5 +-
 .../analytics/test_service_call_aggregator.py |   3 +-
 tests/unit/utils/test_bootstrap.py            |   4 +-
 tests/unit/utils/test_collections.py          |   6 +-
 tests/unit/utils/test_scheduler.py            |   3 +-
 598 files changed, 4952 insertions(+), 5372 deletions(-)

diff --git a/localstack-core/localstack/aws/api/apigateway/__init__.py b/localstack-core/localstack/aws/api/apigateway/__init__.py
index 0010dd6b5b24a..ac90e9f542368 100644
--- a/localstack-core/localstack/aws/api/apigateway/__init__.py
+++ b/localstack-core/localstack/aws/api/apigateway/__init__.py
@@ -289,22 +289,21 @@ class ApiStage(TypedDict, total=False):
 
 
 ListOfARNs = List[ProviderARN]
-Authorizer = TypedDict(
-    "Authorizer",
-    {
-        "id": Optional[String],
-        "name": Optional[String],
-        "type": Optional[AuthorizerType],
-        "providerARNs": Optional[ListOfARNs],
-        "authType": Optional[String],
-        "authorizerUri": Optional[String],
-        "authorizerCredentials": Optional[String],
-        "identitySource": Optional[String],
-        "identityValidationExpression": Optional[String],
-        "authorizerResultTtlInSeconds": Optional[NullableInteger],
-    },
-    total=False,
-)
+
+
+class Authorizer(TypedDict, total=False):
+    id: Optional[String]
+    name: Optional[String]
+    type: Optional[AuthorizerType]
+    providerARNs: Optional[ListOfARNs]
+    authType: Optional[String]
+    authorizerUri: Optional[String]
+    authorizerCredentials: Optional[String]
+    identitySource: Optional[String]
+    identityValidationExpression: Optional[String]
+    authorizerResultTtlInSeconds: Optional[NullableInteger]
+
+
 ListOfAuthorizer = List[Authorizer]
 
 
@@ -373,22 +372,17 @@ class CreateApiKeyRequest(ServiceRequest):
     tags: Optional[MapOfStringToString]
 
 
-CreateAuthorizerRequest = TypedDict(
-    "CreateAuthorizerRequest",
-    {
-        "restApiId": String,
-        "name": String,
-        "type": AuthorizerType,
-        "providerARNs": Optional[ListOfARNs],
-        "authType": Optional[String],
-        "authorizerUri": Optional[String],
-        "authorizerCredentials": Optional[String],
-        "identitySource": Optional[String],
-        "identityValidationExpression": Optional[String],
-        "authorizerResultTtlInSeconds": Optional[NullableInteger],
-    },
-    total=False,
-)
+class CreateAuthorizerRequest(TypedDict, total=False):
+    restApiId: String
+    name: String
+    type: AuthorizerType
+    providerARNs: Optional[ListOfARNs]
+    authType: Optional[String]
+    authorizerUri: Optional[String]
+    authorizerCredentials: Optional[String]
+    identitySource: Optional[String]
+    identityValidationExpression: Optional[String]
+    authorizerResultTtlInSeconds: Optional[NullableInteger]
 
 
 class CreateBasePathMappingRequest(ServiceRequest):
@@ -417,17 +411,12 @@ class CreateDeploymentRequest(ServiceRequest):
     tracingEnabled: Optional[NullableBoolean]
 
 
-DocumentationPartLocation = TypedDict(
-    "DocumentationPartLocation",
-    {
-        "type": DocumentationPartType,
-        "path": Optional[String],
-        "method": Optional[String],
-        "statusCode": Optional[DocumentationPartLocationStatusCode],
-        "name": Optional[String],
-    },
-    total=False,
-)
+class DocumentationPartLocation(TypedDict, total=False):
+    type: DocumentationPartType
+    path: Optional[String]
+    method: Optional[String]
+    statusCode: Optional[DocumentationPartLocationStatusCode]
+    name: Optional[String]
 
 
 class CreateDocumentationPartRequest(ServiceRequest):
@@ -889,19 +878,14 @@ class GetDocumentationPartRequest(ServiceRequest):
     documentationPartId: String
 
 
-GetDocumentationPartsRequest = TypedDict(
-    "GetDocumentationPartsRequest",
-    {
-        "restApiId": String,
-        "type": Optional[DocumentationPartType],
-        "nameQuery": Optional[String],
-        "path": Optional[String],
-        "position": Optional[String],
-        "limit": Optional[NullableInteger],
-        "locationStatus": Optional[LocationStatusType],
-    },
-    total=False,
-)
+class GetDocumentationPartsRequest(TypedDict, total=False):
+    restApiId: String
+    type: Optional[DocumentationPartType]
+    nameQuery: Optional[String]
+    path: Optional[String]
+    position: Optional[String]
+    limit: Optional[NullableInteger]
+    locationStatus: Optional[LocationStatusType]
 
 
 class GetDocumentationVersionRequest(ServiceRequest):
@@ -1131,27 +1115,26 @@ class IntegrationResponse(TypedDict, total=False):
 
 
 MapOfIntegrationResponse = Dict[String, IntegrationResponse]
-Integration = TypedDict(
-    "Integration",
-    {
-        "type": Optional[IntegrationType],
-        "httpMethod": Optional[String],
-        "uri": Optional[String],
-        "connectionType": Optional[ConnectionType],
-        "connectionId": Optional[String],
-        "credentials": Optional[String],
-        "requestParameters": Optional[MapOfStringToString],
-        "requestTemplates": Optional[MapOfStringToString],
-        "passthroughBehavior": Optional[String],
-        "contentHandling": Optional[ContentHandlingStrategy],
-        "timeoutInMillis": Optional[Integer],
-        "cacheNamespace": Optional[String],
-        "cacheKeyParameters": Optional[ListOfString],
-        "integrationResponses": Optional[MapOfIntegrationResponse],
-        "tlsConfig": Optional[TlsConfig],
-    },
-    total=False,
-)
+
+
+class Integration(TypedDict, total=False):
+    type: Optional[IntegrationType]
+    httpMethod: Optional[String]
+    uri: Optional[String]
+    connectionType: Optional[ConnectionType]
+    connectionId: Optional[String]
+    credentials: Optional[String]
+    requestParameters: Optional[MapOfStringToString]
+    requestTemplates: Optional[MapOfStringToString]
+    passthroughBehavior: Optional[String]
+    contentHandling: Optional[ContentHandlingStrategy]
+    timeoutInMillis: Optional[Integer]
+    cacheNamespace: Optional[String]
+    cacheKeyParameters: Optional[ListOfString]
+    integrationResponses: Optional[MapOfIntegrationResponse]
+    tlsConfig: Optional[TlsConfig]
+
+
 Long = int
 ListOfLong = List[Long]
 
@@ -1319,16 +1302,15 @@ class UsagePlan(TypedDict, total=False):
 
 
 ListOfUsagePlan = List[UsagePlan]
-UsagePlanKey = TypedDict(
-    "UsagePlanKey",
-    {
-        "id": Optional[String],
-        "type": Optional[String],
-        "value": Optional[String],
-        "name": Optional[String],
-    },
-    total=False,
-)
+
+
+class UsagePlanKey(TypedDict, total=False):
+    id: Optional[String]
+    type: Optional[String]
+    value: Optional[String]
+    name: Optional[String]
+
+
 ListOfUsagePlanKey = List[UsagePlanKey]
 
 
@@ -1360,29 +1342,24 @@ class PutGatewayResponseRequest(ServiceRequest):
     responseTemplates: Optional[MapOfStringToString]
 
 
-PutIntegrationRequest = TypedDict(
-    "PutIntegrationRequest",
-    {
-        "restApiId": String,
-        "resourceId": String,
-        "httpMethod": String,
-        "type": IntegrationType,
-        "integrationHttpMethod": Optional[String],
-        "uri": Optional[String],
-        "connectionType": Optional[ConnectionType],
-        "connectionId": Optional[String],
-        "credentials": Optional[String],
-        "requestParameters": Optional[MapOfStringToString],
-        "requestTemplates": Optional[MapOfStringToString],
-        "passthroughBehavior": Optional[String],
-        "cacheNamespace": Optional[String],
-        "cacheKeyParameters": Optional[ListOfString],
-        "contentHandling": Optional[ContentHandlingStrategy],
-        "timeoutInMillis": Optional[NullableInteger],
-        "tlsConfig": Optional[TlsConfig],
-    },
-    total=False,
-)
+class PutIntegrationRequest(TypedDict, total=False):
+    restApiId: String
+    resourceId: String
+    httpMethod: String
+    type: IntegrationType
+    integrationHttpMethod: Optional[String]
+    uri: Optional[String]
+    connectionType: Optional[ConnectionType]
+    connectionId: Optional[String]
+    credentials: Optional[String]
+    requestParameters: Optional[MapOfStringToString]
+    requestTemplates: Optional[MapOfStringToString]
+    passthroughBehavior: Optional[String]
+    cacheNamespace: Optional[String]
+    cacheKeyParameters: Optional[ListOfString]
+    contentHandling: Optional[ContentHandlingStrategy]
+    timeoutInMillis: Optional[NullableInteger]
+    tlsConfig: Optional[TlsConfig]
 
 
 class PutIntegrationResponseRequest(ServiceRequest):
diff --git a/localstack-core/localstack/aws/api/core.py b/localstack-core/localstack/aws/api/core.py
index dbe32d7973284..803567e78806a 100644
--- a/localstack-core/localstack/aws/api/core.py
+++ b/localstack-core/localstack/aws/api/core.py
@@ -1,11 +1,10 @@
 import functools
+from collections.abc import Callable
 from typing import (
     Any,
-    Callable,
     NamedTuple,
     ParamSpec,
     Protocol,
-    Type,
     TypedDict,
     TypeVar,
 )
@@ -67,7 +66,7 @@ def __init__(self, code: str, message: str, status_code: int = 400, sender_fault
         self.sender_fault = sender_fault
 
 
-Operation = Type[ServiceRequest]
+Operation = type[ServiceRequest]
 
 
 class ServiceOperation(NamedTuple):
diff --git a/localstack-core/localstack/aws/api/events/__init__.py b/localstack-core/localstack/aws/api/events/__init__.py
index ced78055f6c25..f62bb74e14457 100644
--- a/localstack-core/localstack/aws/api/events/__init__.py
+++ b/localstack-core/localstack/aws/api/events/__init__.py
@@ -893,23 +893,19 @@ class DisableRuleRequest(ServiceRequest):
     EventBusName: Optional[EventBusNameOrArn]
 
 
-PlacementStrategy = TypedDict(
-    "PlacementStrategy",
-    {
-        "type": Optional[PlacementStrategyType],
-        "field": Optional[PlacementStrategyField],
-    },
-    total=False,
-)
+class PlacementStrategy(TypedDict, total=False):
+    type: Optional[PlacementStrategyType]
+    field: Optional[PlacementStrategyField]
+
+
 PlacementStrategies = List[PlacementStrategy]
-PlacementConstraint = TypedDict(
-    "PlacementConstraint",
-    {
-        "type": Optional[PlacementConstraintType],
-        "expression": Optional[PlacementConstraintExpression],
-    },
-    total=False,
-)
+
+
+class PlacementConstraint(TypedDict, total=False):
+    type: Optional[PlacementConstraintType]
+    expression: Optional[PlacementConstraintExpression]
+
+
 PlacementConstraints = List[PlacementConstraint]
 
 
diff --git a/localstack-core/localstack/aws/api/logs/__init__.py b/localstack-core/localstack/aws/api/logs/__init__.py
index 1f7d7e407221d..a47bc36320bfd 100644
--- a/localstack-core/localstack/aws/api/logs/__init__.py
+++ b/localstack-core/localstack/aws/api/logs/__init__.py
@@ -1585,14 +1585,11 @@ class UpperCaseString(TypedDict, total=False):
     withKeys: UpperCaseStringWithKeys
 
 
-TypeConverterEntry = TypedDict(
-    "TypeConverterEntry",
-    {
-        "key": Key,
-        "type": Type,
-    },
-    total=False,
-)
+class TypeConverterEntry(TypedDict, total=False):
+    key: Key
+    type: Type
+
+
 TypeConverterEntries = List[TypeConverterEntry]
 
 
diff --git a/localstack-core/localstack/aws/api/pipes/__init__.py b/localstack-core/localstack/aws/api/pipes/__init__.py
index 6fe68d846fa23..48ae582ede810 100644
--- a/localstack-core/localstack/aws/api/pipes/__init__.py
+++ b/localstack-core/localstack/aws/api/pipes/__init__.py
@@ -511,23 +511,19 @@ class EcsEphemeralStorage(TypedDict, total=False):
     sizeInGiB: EphemeralStorageSize
 
 
-EcsResourceRequirement = TypedDict(
-    "EcsResourceRequirement",
-    {
-        "type": EcsResourceRequirementType,
-        "value": String,
-    },
-    total=False,
-)
+class EcsResourceRequirement(TypedDict, total=False):
+    type: EcsResourceRequirementType
+    value: String
+
+
 EcsResourceRequirementsList = List[EcsResourceRequirement]
-EcsEnvironmentFile = TypedDict(
-    "EcsEnvironmentFile",
-    {
-        "type": EcsEnvironmentFileType,
-        "value": String,
-    },
-    total=False,
-)
+
+
+class EcsEnvironmentFile(TypedDict, total=False):
+    type: EcsEnvironmentFileType
+    value: String
+
+
 EcsEnvironmentFileList = List[EcsEnvironmentFile]
 
 
@@ -563,23 +559,19 @@ class EcsTaskOverride(TypedDict, total=False):
     TaskRoleArn: Optional[ArnOrJsonPath]
 
 
-PlacementStrategy = TypedDict(
-    "PlacementStrategy",
-    {
-        "type": Optional[PlacementStrategyType],
-        "field": Optional[PlacementStrategyField],
-    },
-    total=False,
-)
+class PlacementStrategy(TypedDict, total=False):
+    type: Optional[PlacementStrategyType]
+    field: Optional[PlacementStrategyField]
+
+
 PlacementStrategies = List[PlacementStrategy]
-PlacementConstraint = TypedDict(
-    "PlacementConstraint",
-    {
-        "type": Optional[PlacementConstraintType],
-        "expression": Optional[PlacementConstraintExpression],
-    },
-    total=False,
-)
+
+
+class PlacementConstraint(TypedDict, total=False):
+    type: Optional[PlacementConstraintType]
+    expression: Optional[PlacementConstraintExpression]
+
+
 PlacementConstraints = List[PlacementConstraint]
 
 
diff --git a/localstack-core/localstack/aws/api/scheduler/__init__.py b/localstack-core/localstack/aws/api/scheduler/__init__.py
index 696814447cd11..829a895bd4a06 100644
--- a/localstack-core/localstack/aws/api/scheduler/__init__.py
+++ b/localstack-core/localstack/aws/api/scheduler/__init__.py
@@ -201,23 +201,21 @@ class EventBridgeParameters(TypedDict, total=False):
 
 TagMap = Dict[TagKey, TagValue]
 Tags = List[TagMap]
-PlacementStrategy = TypedDict(
-    "PlacementStrategy",
-    {
-        "field": Optional[PlacementStrategyField],
-        "type": Optional[PlacementStrategyType],
-    },
-    total=False,
-)
+
+
+class PlacementStrategy(TypedDict, total=False):
+    field: Optional[PlacementStrategyField]
+    type: Optional[PlacementStrategyType]
+
+
 PlacementStrategies = List[PlacementStrategy]
-PlacementConstraint = TypedDict(
-    "PlacementConstraint",
-    {
-        "expression": Optional[PlacementConstraintExpression],
-        "type": Optional[PlacementConstraintType],
-    },
-    total=False,
-)
+
+
+class PlacementConstraint(TypedDict, total=False):
+    expression: Optional[PlacementConstraintExpression]
+    type: Optional[PlacementConstraintType]
+
+
 PlacementConstraints = List[PlacementConstraint]
 
 
diff --git a/localstack-core/localstack/aws/api/stepfunctions/__init__.py b/localstack-core/localstack/aws/api/stepfunctions/__init__.py
index c1dca160d5ffe..ee3c57177ab95 100644
--- a/localstack-core/localstack/aws/api/stepfunctions/__init__.py
+++ b/localstack-core/localstack/aws/api/stepfunctions/__init__.py
@@ -501,15 +501,10 @@ class CloudWatchLogsLogGroup(TypedDict, total=False):
     logGroupArn: Optional[Arn]
 
 
-EncryptionConfiguration = TypedDict(
-    "EncryptionConfiguration",
-    {
-        "kmsKeyId": Optional[KmsKeyId],
-        "kmsDataKeyReusePeriodSeconds": Optional[KmsDataKeyReusePeriodSeconds],
-        "type": EncryptionType,
-    },
-    total=False,
-)
+class EncryptionConfiguration(TypedDict, total=False):
+    kmsKeyId: Optional[KmsKeyId]
+    kmsDataKeyReusePeriodSeconds: Optional[KmsDataKeyReusePeriodSeconds]
+    type: EncryptionType
 
 
 class Tag(TypedDict, total=False):
@@ -567,22 +562,17 @@ class LoggingConfiguration(TypedDict, total=False):
     destinations: Optional[LogDestinationList]
 
 
-CreateStateMachineInput = TypedDict(
-    "CreateStateMachineInput",
-    {
-        "name": Name,
-        "definition": Definition,
-        "roleArn": Arn,
-        "type": Optional[StateMachineType],
-        "loggingConfiguration": Optional[LoggingConfiguration],
-        "tags": Optional[TagList],
-        "tracingConfiguration": Optional[TracingConfiguration],
-        "publish": Optional[Publish],
-        "versionDescription": Optional[VersionDescription],
-        "encryptionConfiguration": Optional[EncryptionConfiguration],
-    },
-    total=False,
-)
+class CreateStateMachineInput(TypedDict, total=False):
+    name: Name
+    definition: Definition
+    roleArn: Arn
+    type: Optional[StateMachineType]
+    loggingConfiguration: Optional[LoggingConfiguration]
+    tags: Optional[TagList]
+    tracingConfiguration: Optional[TracingConfiguration]
+    publish: Optional[Publish]
+    versionDescription: Optional[VersionDescription]
+    encryptionConfiguration: Optional[EncryptionConfiguration]
 
 
 class CreateStateMachineOutput(TypedDict, total=False):
@@ -756,26 +746,21 @@ class DescribeStateMachineInput(ServiceRequest):
     includedData: Optional[IncludedData]
 
 
-DescribeStateMachineOutput = TypedDict(
-    "DescribeStateMachineOutput",
-    {
-        "stateMachineArn": Arn,
-        "name": Name,
-        "status": Optional[StateMachineStatus],
-        "definition": Definition,
-        "roleArn": Arn,
-        "type": StateMachineType,
-        "creationDate": Timestamp,
-        "loggingConfiguration": Optional[LoggingConfiguration],
-        "tracingConfiguration": Optional[TracingConfiguration],
-        "label": Optional[MapRunLabel],
-        "revisionId": Optional[RevisionId],
-        "description": Optional[VersionDescription],
-        "encryptionConfiguration": Optional[EncryptionConfiguration],
-        "variableReferences": Optional[VariableReferences],
-    },
-    total=False,
-)
+class DescribeStateMachineOutput(TypedDict, total=False):
+    stateMachineArn: Arn
+    name: Name
+    status: Optional[StateMachineStatus]
+    definition: Definition
+    roleArn: Arn
+    type: StateMachineType
+    creationDate: Timestamp
+    loggingConfiguration: Optional[LoggingConfiguration]
+    tracingConfiguration: Optional[TracingConfiguration]
+    label: Optional[MapRunLabel]
+    revisionId: Optional[RevisionId]
+    description: Optional[VersionDescription]
+    encryptionConfiguration: Optional[EncryptionConfiguration]
+    variableReferences: Optional[VariableReferences]
 
 
 class EvaluationFailedEventDetails(TypedDict, total=False):
@@ -987,55 +972,50 @@ class TaskFailedEventDetails(TypedDict, total=False):
     cause: Optional[SensitiveCause]
 
 
-HistoryEvent = TypedDict(
-    "HistoryEvent",
-    {
-        "timestamp": Timestamp,
-        "type": HistoryEventType,
-        "id": EventId,
-        "previousEventId": Optional[EventId],
-        "activityFailedEventDetails": Optional[ActivityFailedEventDetails],
-        "activityScheduleFailedEventDetails": Optional[ActivityScheduleFailedEventDetails],
-        "activityScheduledEventDetails": Optional[ActivityScheduledEventDetails],
-        "activityStartedEventDetails": Optional[ActivityStartedEventDetails],
-        "activitySucceededEventDetails": Optional[ActivitySucceededEventDetails],
-        "activityTimedOutEventDetails": Optional[ActivityTimedOutEventDetails],
-        "taskFailedEventDetails": Optional[TaskFailedEventDetails],
-        "taskScheduledEventDetails": Optional[TaskScheduledEventDetails],
-        "taskStartFailedEventDetails": Optional[TaskStartFailedEventDetails],
-        "taskStartedEventDetails": Optional[TaskStartedEventDetails],
-        "taskSubmitFailedEventDetails": Optional[TaskSubmitFailedEventDetails],
-        "taskSubmittedEventDetails": Optional[TaskSubmittedEventDetails],
-        "taskSucceededEventDetails": Optional[TaskSucceededEventDetails],
-        "taskTimedOutEventDetails": Optional[TaskTimedOutEventDetails],
-        "executionFailedEventDetails": Optional[ExecutionFailedEventDetails],
-        "executionStartedEventDetails": Optional[ExecutionStartedEventDetails],
-        "executionSucceededEventDetails": Optional[ExecutionSucceededEventDetails],
-        "executionAbortedEventDetails": Optional[ExecutionAbortedEventDetails],
-        "executionTimedOutEventDetails": Optional[ExecutionTimedOutEventDetails],
-        "executionRedrivenEventDetails": Optional[ExecutionRedrivenEventDetails],
-        "mapStateStartedEventDetails": Optional[MapStateStartedEventDetails],
-        "mapIterationStartedEventDetails": Optional[MapIterationEventDetails],
-        "mapIterationSucceededEventDetails": Optional[MapIterationEventDetails],
-        "mapIterationFailedEventDetails": Optional[MapIterationEventDetails],
-        "mapIterationAbortedEventDetails": Optional[MapIterationEventDetails],
-        "lambdaFunctionFailedEventDetails": Optional[LambdaFunctionFailedEventDetails],
-        "lambdaFunctionScheduleFailedEventDetails": Optional[
-            LambdaFunctionScheduleFailedEventDetails
-        ],
-        "lambdaFunctionScheduledEventDetails": Optional[LambdaFunctionScheduledEventDetails],
-        "lambdaFunctionStartFailedEventDetails": Optional[LambdaFunctionStartFailedEventDetails],
-        "lambdaFunctionSucceededEventDetails": Optional[LambdaFunctionSucceededEventDetails],
-        "lambdaFunctionTimedOutEventDetails": Optional[LambdaFunctionTimedOutEventDetails],
-        "stateEnteredEventDetails": Optional[StateEnteredEventDetails],
-        "stateExitedEventDetails": Optional[StateExitedEventDetails],
-        "mapRunStartedEventDetails": Optional[MapRunStartedEventDetails],
-        "mapRunFailedEventDetails": Optional[MapRunFailedEventDetails],
-        "mapRunRedrivenEventDetails": Optional[MapRunRedrivenEventDetails],
-        "evaluationFailedEventDetails": Optional[EvaluationFailedEventDetails],
-    },
-    total=False,
-)
+class HistoryEvent(TypedDict, total=False):
+    timestamp: Timestamp
+    type: HistoryEventType
+    id: EventId
+    previousEventId: Optional[EventId]
+    activityFailedEventDetails: Optional[ActivityFailedEventDetails]
+    activityScheduleFailedEventDetails: Optional[ActivityScheduleFailedEventDetails]
+    activityScheduledEventDetails: Optional[ActivityScheduledEventDetails]
+    activityStartedEventDetails: Optional[ActivityStartedEventDetails]
+    activitySucceededEventDetails: Optional[ActivitySucceededEventDetails]
+    activityTimedOutEventDetails: Optional[ActivityTimedOutEventDetails]
+    taskFailedEventDetails: Optional[TaskFailedEventDetails]
+    taskScheduledEventDetails: Optional[TaskScheduledEventDetails]
+    taskStartFailedEventDetails: Optional[TaskStartFailedEventDetails]
+    taskStartedEventDetails: Optional[TaskStartedEventDetails]
+    taskSubmitFailedEventDetails: Optional[TaskSubmitFailedEventDetails]
+    taskSubmittedEventDetails: Optional[TaskSubmittedEventDetails]
+    taskSucceededEventDetails: Optional[TaskSucceededEventDetails]
+    taskTimedOutEventDetails: Optional[TaskTimedOutEventDetails]
+    executionFailedEventDetails: Optional[ExecutionFailedEventDetails]
+    executionStartedEventDetails: Optional[ExecutionStartedEventDetails]
+    executionSucceededEventDetails: Optional[ExecutionSucceededEventDetails]
+    executionAbortedEventDetails: Optional[ExecutionAbortedEventDetails]
+    executionTimedOutEventDetails: Optional[ExecutionTimedOutEventDetails]
+    executionRedrivenEventDetails: Optional[ExecutionRedrivenEventDetails]
+    mapStateStartedEventDetails: Optional[MapStateStartedEventDetails]
+    mapIterationStartedEventDetails: Optional[MapIterationEventDetails]
+    mapIterationSucceededEventDetails: Optional[MapIterationEventDetails]
+    mapIterationFailedEventDetails: Optional[MapIterationEventDetails]
+    mapIterationAbortedEventDetails: Optional[MapIterationEventDetails]
+    lambdaFunctionFailedEventDetails: Optional[LambdaFunctionFailedEventDetails]
+    lambdaFunctionScheduleFailedEventDetails: Optional[LambdaFunctionScheduleFailedEventDetails]
+    lambdaFunctionScheduledEventDetails: Optional[LambdaFunctionScheduledEventDetails]
+    lambdaFunctionStartFailedEventDetails: Optional[LambdaFunctionStartFailedEventDetails]
+    lambdaFunctionSucceededEventDetails: Optional[LambdaFunctionSucceededEventDetails]
+    lambdaFunctionTimedOutEventDetails: Optional[LambdaFunctionTimedOutEventDetails]
+    stateEnteredEventDetails: Optional[StateEnteredEventDetails]
+    stateExitedEventDetails: Optional[StateExitedEventDetails]
+    mapRunStartedEventDetails: Optional[MapRunStartedEventDetails]
+    mapRunFailedEventDetails: Optional[MapRunFailedEventDetails]
+    mapRunRedrivenEventDetails: Optional[MapRunRedrivenEventDetails]
+    evaluationFailedEventDetails: Optional[EvaluationFailedEventDetails]
+
+
 HistoryEventList = List[HistoryEvent]
 
 
@@ -1162,16 +1142,13 @@ class ListStateMachinesInput(ServiceRequest):
     nextToken: Optional[PageToken]
 
 
-StateMachineListItem = TypedDict(
-    "StateMachineListItem",
-    {
-        "stateMachineArn": Arn,
-        "name": Name,
-        "type": StateMachineType,
-        "creationDate": Timestamp,
-    },
-    total=False,
-)
+class StateMachineListItem(TypedDict, total=False):
+    stateMachineArn: Arn
+    name: Name
+    type: StateMachineType
+    creationDate: Timestamp
+
+
 StateMachineList = List[StateMachineListItem]
 
 
@@ -1367,16 +1344,13 @@ class ValidateStateMachineDefinitionDiagnostic(TypedDict, total=False):
 
 
 ValidateStateMachineDefinitionDiagnosticList = List[ValidateStateMachineDefinitionDiagnostic]
-ValidateStateMachineDefinitionInput = TypedDict(
-    "ValidateStateMachineDefinitionInput",
-    {
-        "definition": Definition,
-        "type": Optional[StateMachineType],
-        "severity": Optional[ValidateStateMachineDefinitionSeverity],
-        "maxResults": Optional[ValidateStateMachineDefinitionMaxResult],
-    },
-    total=False,
-)
+
+
+class ValidateStateMachineDefinitionInput(TypedDict, total=False):
+    definition: Definition
+    type: Optional[StateMachineType]
+    severity: Optional[ValidateStateMachineDefinitionSeverity]
+    maxResults: Optional[ValidateStateMachineDefinitionMaxResult]
 
 
 class ValidateStateMachineDefinitionOutput(TypedDict, total=False):
diff --git a/localstack-core/localstack/aws/api/support/__init__.py b/localstack-core/localstack/aws/api/support/__init__.py
index c1575127c69e6..af48bc4abd8a4 100644
--- a/localstack-core/localstack/aws/api/support/__init__.py
+++ b/localstack-core/localstack/aws/api/support/__init__.py
@@ -209,15 +209,14 @@ class SupportedHour(TypedDict, total=False):
 
 
 SupportedHoursList = List[SupportedHour]
-CommunicationTypeOptions = TypedDict(
-    "CommunicationTypeOptions",
-    {
-        "type": Optional[Type],
-        "supportedHours": Optional[SupportedHoursList],
-        "datesWithoutSupport": Optional[DatesWithoutSupportList],
-    },
-    total=False,
-)
+
+
+class CommunicationTypeOptions(TypedDict, total=False):
+    type: Optional[Type]
+    supportedHours: Optional[SupportedHoursList]
+    datesWithoutSupport: Optional[DatesWithoutSupportList]
+
+
 CommunicationTypeOptionsList = List[CommunicationTypeOptions]
 
 
diff --git a/localstack-core/localstack/aws/chain.py b/localstack-core/localstack/aws/chain.py
index 6702d154cefaf..8a371cf0d945c 100644
--- a/localstack-core/localstack/aws/chain.py
+++ b/localstack-core/localstack/aws/chain.py
@@ -5,7 +5,7 @@
 from __future__ import annotations
 
 import logging
-from typing import Callable, Type
+from collections.abc import Callable
 
 from rolo.gateway import (
     CompositeExceptionHandler,
@@ -29,7 +29,7 @@
 was raised by the request handler, the RequestContext, and the Response object to be populated."""
 
 
-HandlerChain: Type[RoloHandlerChain[RequestContext]] = RoloHandlerChain
+HandlerChain: type[RoloHandlerChain[RequestContext]] = RoloHandlerChain
 
 __all__ = [
     "HandlerChain",
diff --git a/localstack-core/localstack/aws/client.py b/localstack-core/localstack/aws/client.py
index 6d938c086a8cf..b372d8c2f5914 100644
--- a/localstack-core/localstack/aws/client.py
+++ b/localstack-core/localstack/aws/client.py
@@ -2,8 +2,8 @@
 
 import io
 import logging
-from datetime import datetime, timezone
-from typing import Dict, Iterable, Optional
+from collections.abc import Iterable
+from datetime import UTC, datetime
 from urllib.parse import urlsplit
 
 from botocore import awsrequest
@@ -130,8 +130,8 @@ def close(self):
 
 
 def _add_modeled_error_fields(
-    response_dict: Dict,
-    parsed_response: Dict,
+    response_dict: dict,
+    parsed_response: dict,
     operation_model: OperationModel,
     parser: ResponseParser,
 ):
@@ -217,7 +217,7 @@ def _patched_decode_epoch_datetime(self) -> datetime:
             # AWS breaks the CBOR spec by using the millis (instead of seconds with floating point support for millis)
             # https://github.com/aws/aws-sdk-java-v2/issues/4661
             value = value / 1000
-            tmp = datetime.fromtimestamp(value, timezone.utc)
+            tmp = datetime.fromtimestamp(value, UTC)
         except (OverflowError, OSError, ValueError) as exc:
             raise CBORDecodeValueError("error decoding datetime from epoch") from exc
 
@@ -335,9 +335,7 @@ def parse_response(
     return parsed_response
 
 
-def parse_service_exception(
-    response: Response, parsed_response: Dict
-) -> Optional[ServiceException]:
+def parse_service_exception(response: Response, parsed_response: dict) -> ServiceException | None:
     """
     Creates a ServiceException (one ASF can handle) from a parsed response (one that botocore would return).
     It does not automatically raise the exception (see #raise_service_exception).
@@ -363,7 +361,7 @@ def parse_service_exception(
     return service_exception
 
 
-def raise_service_exception(response: Response, parsed_response: Dict) -> None:
+def raise_service_exception(response: Response, parsed_response: dict) -> None:
     """
     Creates and raises a ServiceException from a parsed response (one that botocore would return).
     :param response: Un-parsed response
diff --git a/localstack-core/localstack/aws/connect.py b/localstack-core/localstack/aws/connect.py
index 6a04285e021a2..9d7dd05a1f417 100644
--- a/localstack-core/localstack/aws/connect.py
+++ b/localstack-core/localstack/aws/connect.py
@@ -10,10 +10,11 @@
 import re
 import threading
 from abc import ABC, abstractmethod
+from collections.abc import Callable
 from functools import lru_cache, partial
 from random import choice
 from socket import socket
-from typing import Any, Callable, Generic, Optional, TypedDict, TypeVar
+from typing import Any, Generic, TypedDict, TypeVar
 
 import dns.message
 import dns.query
@@ -277,10 +278,10 @@ def __init__(
     def __call__(
         self,
         *,
-        region_name: Optional[str] = None,
-        aws_access_key_id: Optional[str] = None,
-        aws_secret_access_key: Optional[str] = None,
-        aws_session_token: Optional[str] = None,
+        region_name: str | None = None,
+        aws_access_key_id: str | None = None,
+        aws_secret_access_key: str | None = None,
+        aws_session_token: str | None = None,
         endpoint_url: str = None,
         config: Config = None,
     ) -> ServiceLevelClientFactory:
@@ -318,11 +319,11 @@ def with_assumed_role(
         self,
         *,
         role_arn: str,
-        service_principal: Optional[ServicePrincipal] = None,
-        session_name: Optional[str] = None,
-        region_name: Optional[str] = None,
-        endpoint_url: Optional[str] = None,
-        config: Optional[Config] = None,
+        service_principal: ServicePrincipal | None = None,
+        session_name: str | None = None,
+        region_name: str | None = None,
+        endpoint_url: str | None = None,
+        config: Config | None = None,
     ) -> ServiceLevelClientFactory:
         """
         Create a service level client factory with credentials from assuming the given role ARN.
@@ -362,12 +363,12 @@ def with_assumed_role(
     def get_client(
         self,
         service_name: str,
-        region_name: Optional[str] = None,
-        aws_access_key_id: Optional[str] = None,
-        aws_secret_access_key: Optional[str] = None,
-        aws_session_token: Optional[str] = None,
-        endpoint_url: Optional[str] = None,
-        config: Optional[Config] = None,
+        region_name: str | None = None,
+        aws_access_key_id: str | None = None,
+        aws_secret_access_key: str | None = None,
+        aws_session_token: str | None = None,
+        endpoint_url: str | None = None,
+        config: Config | None = None,
     ):
         raise NotImplementedError()
 
@@ -389,11 +390,11 @@ def _get_client(
         service_name: str,
         region_name: str,
         use_ssl: bool,
-        verify: Optional[bool],
-        endpoint_url: Optional[str],
-        aws_access_key_id: Optional[str],
-        aws_secret_access_key: Optional[str],
-        aws_session_token: Optional[str],
+        verify: bool | None,
+        endpoint_url: str | None,
+        aws_access_key_id: str | None,
+        aws_secret_access_key: str | None,
+        aws_session_token: str | None,
         config: Config,
     ) -> BaseClient:
         """
@@ -480,12 +481,12 @@ def _get_client_post_hook(self, client: BaseClient) -> BaseClient:
     def get_client(
         self,
         service_name: str,
-        region_name: Optional[str] = None,
-        aws_access_key_id: Optional[str] = None,
-        aws_secret_access_key: Optional[str] = None,
-        aws_session_token: Optional[str] = None,
-        endpoint_url: Optional[str] = None,
-        config: Optional[Config] = None,
+        region_name: str | None = None,
+        aws_access_key_id: str | None = None,
+        aws_secret_access_key: str | None = None,
+        aws_session_token: str | None = None,
+        endpoint_url: str | None = None,
+        config: Config | None = None,
     ) -> BaseClient:
         """
         Build and return client for connections originating within LocalStack.
@@ -535,12 +536,12 @@ class ExternalClientFactory(ClientFactory):
     def get_client(
         self,
         service_name: str,
-        region_name: Optional[str] = None,
-        aws_access_key_id: Optional[str] = None,
-        aws_secret_access_key: Optional[str] = None,
-        aws_session_token: Optional[str] = None,
-        endpoint_url: Optional[str] = None,
-        config: Optional[Config] = None,
+        region_name: str | None = None,
+        aws_access_key_id: str | None = None,
+        aws_secret_access_key: str | None = None,
+        aws_session_token: str | None = None,
+        endpoint_url: str | None = None,
+        config: Config | None = None,
     ) -> BaseClient:
         """
         Build and return client for connections originating outside LocalStack and targeting Localstack.
@@ -604,12 +605,12 @@ class ExternalAwsClientFactory(ClientFactory):
     def get_client(
         self,
         service_name: str,
-        region_name: Optional[str] = None,
-        aws_access_key_id: Optional[str] = None,
-        aws_secret_access_key: Optional[str] = None,
-        aws_session_token: Optional[str] = None,
-        endpoint_url: Optional[str] = None,
-        config: Optional[Config] = None,
+        region_name: str | None = None,
+        aws_access_key_id: str | None = None,
+        aws_secret_access_key: str | None = None,
+        aws_session_token: str | None = None,
+        endpoint_url: str | None = None,
+        config: Config | None = None,
     ) -> BaseClient:
         """
         Build and return client for connections originating outside LocalStack and targeting AWS.
diff --git a/localstack-core/localstack/aws/forwarder.py b/localstack-core/localstack/aws/forwarder.py
index c25d4b90f6c09..f368f3f1ebce9 100644
--- a/localstack-core/localstack/aws/forwarder.py
+++ b/localstack-core/localstack/aws/forwarder.py
@@ -3,7 +3,8 @@
 DynamoDBLocal) from a service provider.
 """
 
-from typing import Any, Callable, Mapping, Optional, Union
+from collections.abc import Callable, Mapping
+from typing import Any
 
 from botocore.awsrequest import AWSPreparedRequest, prepare_request_dict
 from botocore.config import Config as BotoConfig
@@ -54,7 +55,7 @@ def __call__(
         self,
         context: RequestContext,
         service_request: ServiceRequest = None,
-    ) -> Optional[Union[ServiceResponse, Response]]:
+    ) -> ServiceResponse | Response | None:
         """Method to satisfy the ``ServiceRequestHandler`` protocol."""
         return self.forward(context, service_request)
 
@@ -62,7 +63,7 @@ def forward(
         self,
         context: RequestContext,
         service_request: ServiceRequest = None,
-    ) -> Optional[Union[ServiceResponse, Response]]:
+    ) -> ServiceResponse | Response | None:
         """
         Forwards the given request to the backend configured by ``endpoint_url``.
 
@@ -197,7 +198,7 @@ def create_aws_request_context(
     action: str,
     parameters: Mapping[str, Any] = None,
     region: str = None,
-    endpoint_url: Optional[str] = None,
+    endpoint_url: str | None = None,
 ) -> RequestContext:
     """
     This is a stripped-down version of what the botocore client does to perform an HTTP request from a client call. A
diff --git a/localstack-core/localstack/aws/gateway.py b/localstack-core/localstack/aws/gateway.py
index 6fd526b6014fc..34959d6d2d0b7 100644
--- a/localstack-core/localstack/aws/gateway.py
+++ b/localstack-core/localstack/aws/gateway.py
@@ -1,5 +1,3 @@
-import typing as t
-
 from rolo.gateway import Gateway as RoloGateway
 from rolo.response import Response
 
@@ -17,7 +15,7 @@ def __init__(
         response_handlers: list[Handler] = None,
         finalizers: list[Handler] = None,
         exception_handlers: list[ExceptionHandler] = None,
-        context_class: t.Type[RequestContext] = None,
+        context_class: type[RequestContext] = None,
     ) -> None:
         super().__init__(
             request_handlers,
diff --git a/localstack-core/localstack/aws/handlers/analytics.py b/localstack-core/localstack/aws/handlers/analytics.py
index 4e5bbfa8aa085..b0cbada8b1e17 100644
--- a/localstack-core/localstack/aws/handlers/analytics.py
+++ b/localstack-core/localstack/aws/handlers/analytics.py
@@ -1,6 +1,5 @@
 import logging
 import threading
-from typing import Optional
 
 from localstack import config
 from localstack.aws.api import RequestContext
@@ -52,7 +51,7 @@ def __call__(self, chain: HandlerChain, context: RequestContext, response: Respo
             )
         )
 
-    def _get_err_type(self, context: RequestContext, response: Response) -> Optional[str]:
+    def _get_err_type(self, context: RequestContext, response: Response) -> str | None:
         """
         Attempts to re-use the existing service_response, or parse and return the error type from the response body,
         e.g. ``ResourceInUseException``.
diff --git a/localstack-core/localstack/aws/handlers/cors.py b/localstack-core/localstack/aws/handlers/cors.py
index 13540e0165710..dc255abe36e6d 100644
--- a/localstack-core/localstack/aws/handlers/cors.py
+++ b/localstack-core/localstack/aws/handlers/cors.py
@@ -4,7 +4,6 @@
 
 import logging
 import re
-from typing import List, Set
 from urllib.parse import urlparse
 
 from werkzeug.datastructures import Headers
@@ -83,7 +82,7 @@
 ]
 
 
-def _get_allowed_cors_internal_domains() -> Set[str]:
+def _get_allowed_cors_internal_domains() -> set[str]:
     """
     Construct the list of allowed internal domains for CORS enforcement purposes
     Defined as function to allow easier testing with monkeypatch of config values
@@ -94,7 +93,7 @@ def _get_allowed_cors_internal_domains() -> Set[str]:
 _ALLOWED_INTERNAL_DOMAINS = _get_allowed_cors_internal_domains()
 
 
-def _get_allowed_cors_ports() -> Set[int]:
+def _get_allowed_cors_ports() -> set[int]:
     """
     Construct the list of allowed ports for CORS enforcement purposes
     Defined as function to allow easier testing with monkeypatch of config values
@@ -105,7 +104,7 @@ def _get_allowed_cors_ports() -> Set[int]:
 _ALLOWED_INTERNAL_PORTS = _get_allowed_cors_ports()
 
 
-def _get_allowed_cors_origins() -> List[str]:
+def _get_allowed_cors_origins() -> list[str]:
     """Construct the list of allowed origins for CORS enforcement purposes"""
     result = [
         # allow access from Web app and localhost domains
@@ -210,7 +209,7 @@ def is_cors_origin_allowed(headers: Headers) -> bool:
         return True
 
     @staticmethod
-    def _is_in_allowed_origins(allowed_origins: List[str], origin: str) -> bool:
+    def _is_in_allowed_origins(allowed_origins: list[str], origin: str) -> bool:
         """Returns true if the `origin` is in the `allowed_origins`."""
         for allowed_origin in allowed_origins:
             if allowed_origin == "*" or origin == allowed_origin:
diff --git a/localstack-core/localstack/aws/handlers/logging.py b/localstack-core/localstack/aws/handlers/logging.py
index 2113b67fa5176..4904603325f19 100644
--- a/localstack-core/localstack/aws/handlers/logging.py
+++ b/localstack-core/localstack/aws/handlers/logging.py
@@ -2,7 +2,6 @@
 
 import logging
 from functools import cached_property
-from typing import Type
 
 from localstack.aws.api import RequestContext, ServiceException
 from localstack.aws.chain import ExceptionHandler, HandlerChain
@@ -71,7 +70,7 @@ def internal_http_logger(self):
         )
 
     # make sure loggers are loaded after logging config is loaded
-    def _prepare_logger(self, logger: logging.Logger, formatter: Type):
+    def _prepare_logger(self, logger: logging.Logger, formatter: type):
         if logger.isEnabledFor(logging.DEBUG):
             logger.propagate = False
             handler = create_default_handler(logger.level)
diff --git a/localstack-core/localstack/aws/handlers/metric_handler.py b/localstack-core/localstack/aws/handlers/metric_handler.py
index 6a1ad8f16b982..6bd16b2f43016 100644
--- a/localstack-core/localstack/aws/handlers/metric_handler.py
+++ b/localstack-core/localstack/aws/handlers/metric_handler.py
@@ -1,5 +1,4 @@
 import logging
-from typing import List, Optional
 
 from localstack import config
 from localstack.aws.api import RequestContext
@@ -16,7 +15,7 @@ class MetricHandlerItem:
 
     request_id: str
     request_context: RequestContext
-    parameters_after_parse: Optional[List[str]]
+    parameters_after_parse: list[str] | None
 
     def __init__(self, request_contex: RequestContext) -> None:
         super().__init__()
@@ -35,7 +34,7 @@ class Metric:
     headers: str
     parameters: str
     status_code: int
-    response_code: Optional[str]
+    response_code: str | None
     exception: str
     origin: str
     xfail: bool
@@ -134,7 +133,7 @@ def __eq__(self, other):
 
 
 class MetricHandler:
-    metric_data: List[Metric] = []
+    metric_data: list[Metric] = []
 
     def __init__(self) -> None:
         self.metrics_handler_items = {}
diff --git a/localstack-core/localstack/aws/handlers/service.py b/localstack-core/localstack/aws/handlers/service.py
index edef0699c3539..6ef22ef487d3b 100644
--- a/localstack-core/localstack/aws/handlers/service.py
+++ b/localstack-core/localstack/aws/handlers/service.py
@@ -3,7 +3,7 @@
 import logging
 import traceback
 from collections import defaultdict
-from typing import Any, Dict, Union
+from typing import Any
 
 from botocore.model import OperationModel, ServiceModel
 
@@ -49,7 +49,7 @@ class ServiceRequestParser(Handler):
     already be resolved in the RequestContext (e.g., through a ServiceNameParser)
     """
 
-    parsers: Dict[str, RequestParser]
+    parsers: dict[str, RequestParser]
 
     def __init__(self):
         self.parsers = dict()
@@ -89,7 +89,7 @@ class ServiceRequestRouter(Handler):
     Routes ServiceOperations to Handlers.
     """
 
-    handlers: Dict[ServiceOperation, Handler]
+    handlers: dict[ServiceOperation, Handler]
 
     def __init__(self):
         self.handlers = dict()
@@ -118,7 +118,7 @@ def add_handler(self, key: ServiceOperation, handler: Handler):
 
         self.handlers[key] = handler
 
-    def add_provider(self, provider: Any, service: Union[str, ServiceModel]):
+    def add_provider(self, provider: Any, service: str | ServiceModel):
         self.add_skeleton(create_skeleton(service, provider))
 
     def add_skeleton(self, skeleton: Skeleton):
@@ -278,7 +278,7 @@ class ServiceResponseHandlers(Handler):
     are only called if the request context has a service, and there are handlers for that particular service.
     """
 
-    handlers: Dict[str, CompositeResponseHandler]
+    handlers: dict[str, CompositeResponseHandler]
 
     def __init__(self):
         self.handlers = defaultdict(CompositeResponseHandler)
diff --git a/localstack-core/localstack/aws/mocking.py b/localstack-core/localstack/aws/mocking.py
index 2231b76eddbfb..5492576348c51 100644
--- a/localstack-core/localstack/aws/mocking.py
+++ b/localstack-core/localstack/aws/mocking.py
@@ -4,7 +4,7 @@
 import re
 from datetime import date, datetime
 from functools import lru_cache, singledispatch
-from typing import Dict, List, Optional, Set, Tuple, Union, cast
+from typing import cast
 
 import botocore
 import networkx
@@ -32,18 +32,9 @@
     "boolean",
 }
 
-Instance = Union[
-    Dict[str, "Instance"],
-    List["Instance"],
-    str,
-    bytes,
-    map,
-    list,
-    float,
-    int,
-    bool,
-    date,
-]
+Instance = (
+    dict[str, "Instance"] | list["Instance"] | str | bytes | map | list | float | int | bool | date
+)
 
 # https://github.com/boto/botocore/issues/2623
 StringShape.METADATA_ATTRS.append("pattern")
@@ -66,14 +57,14 @@
 
 
 class ShapeGraph(networkx.DiGraph):
-    root: Union[ListShape, StructureShape, MapShape]
-    cycle: List[Tuple[str, str]]
-    cycle_shapes: List[str]
+    root: ListShape | StructureShape | MapShape
+    cycle: list[tuple[str, str]]
+    cycle_shapes: list[str]
 
 
 def populate_graph(graph: networkx.DiGraph, root: Shape):
-    stack: List[Shape] = [root]
-    visited: Set[str] = set()
+    stack: list[Shape] = [root]
+    visited: set[str] = set()
 
     while stack:
         cur = stack.pop()
@@ -230,14 +221,14 @@ def sanitize_arn_pattern(pattern: str) -> str:
 
 
 @singledispatch
-def generate_instance(shape: Shape, graph: ShapeGraph) -> Optional[Instance]:
+def generate_instance(shape: Shape, graph: ShapeGraph) -> Instance | None:
     if shape is None:
         return None
     raise ValueError("could not generate shape for type %s" % shape.type_name)
 
 
 @generate_instance.register
-def _(shape: StructureShape, graph: ShapeGraph) -> Dict[str, Instance]:
+def _(shape: StructureShape, graph: ShapeGraph) -> dict[str, Instance]:
     if shape.is_tagged_union:
         k, v = random.choice(list(shape.members.items()))
         members = {k: v}
@@ -255,14 +246,14 @@ def _(shape: StructureShape, graph: ShapeGraph) -> Dict[str, Instance]:
 
 
 @generate_instance.register
-def _(shape: ListShape, graph: ShapeGraph) -> List[Instance]:
+def _(shape: ListShape, graph: ShapeGraph) -> list[Instance]:
     if shape.name in graph.cycle_shapes:
         return []
     return [generate_instance(shape.member, graph) for _ in range(shape.metadata.get("min", 1))]
 
 
 @generate_instance.register
-def _(shape: MapShape, graph: ShapeGraph) -> Dict[str, Instance]:
+def _(shape: MapShape, graph: ShapeGraph) -> dict[str, Instance]:
     if shape.name in graph.cycle_shapes:
         return {}
     return {generate_instance(shape.key, graph): generate_instance(shape.value, graph)}
@@ -379,7 +370,7 @@ def _(shape: StringShape, graph: ShapeGraph) -> str:
 
 
 @generate_instance.register
-def _(shape: Shape, graph: ShapeGraph) -> Union[int, float, bool, bytes, date]:
+def _(shape: Shape, graph: ShapeGraph) -> int | float | bool | bytes | date:
     if shape.type_name in ["integer", "long"]:
         return shape.metadata.get("min", 1)
     if shape.type_name in ["float", "double"]:
@@ -427,7 +418,7 @@ def create_mocking_dispatch_table(service) -> DispatchTable:
     return dispatch_table
 
 
-@lru_cache()
+@lru_cache
 def get_mocking_skeleton(service: str) -> Skeleton:
     service = load_service(service)
     return Skeleton(service, create_mocking_dispatch_table(service))
diff --git a/localstack-core/localstack/aws/protocol/op_router.py b/localstack-core/localstack/aws/protocol/op_router.py
index f4c5f1019aa02..ce746341ae88d 100644
--- a/localstack-core/localstack/aws/protocol/op_router.py
+++ b/localstack-core/localstack/aws/protocol/op_router.py
@@ -1,5 +1,6 @@
 from collections import defaultdict
-from typing import Any, Dict, List, Mapping, NamedTuple, Optional, Tuple
+from collections.abc import Mapping
+from typing import Any, NamedTuple
 from urllib.parse import parse_qs, unquote
 
 from botocore.model import OperationModel, ServiceModel, StructureShape
@@ -24,8 +25,8 @@ class _HttpOperation(NamedTuple):
     operation: OperationModel
     path: str
     method: str
-    query_args: Mapping[str, List[str]]
-    header_args: List[str]
+    query_args: Mapping[str, list[str]]
+    header_args: list[str]
     deprecated: bool
 
     @staticmethod
@@ -49,11 +50,11 @@ def from_operation(op: OperationModel) -> "_HttpOperation":
         path_query = uri.split("?")
         path = path_query[0]
         header_args = []
-        query_args: Dict[str, List[str]] = {}
+        query_args: dict[str, list[str]] = {}
 
         if len(path_query) > 1:
             # parse the query args of the request URI (they are mandatory)
-            query_args: Dict[str, List[str]] = parse_qs(path_query[1], keep_blank_values=True)
+            query_args: dict[str, list[str]] = parse_qs(path_query[1], keep_blank_values=True)
             # for mandatory keys without values, keep an empty list (instead of [''] - the result of parse_qs)
             query_args = {k: filter(None, v) for k, v in query_args.items()}
 
@@ -85,8 +86,8 @@ class _RequiredArgsRule:
     """
 
     endpoint: Any
-    required_query_args: Optional[Mapping[str, List[Any]]]
-    required_header_args: List[str]
+    required_query_args: Mapping[str, list[Any]] | None
+    required_header_args: list[str]
     match_score: int
 
     def __init__(self, operation: _HttpOperation) -> None:
@@ -139,7 +140,7 @@ class _RequestMatchingRule(StrictMethodRule):
     """
 
     def __init__(
-        self, string: str, operations: List[_HttpOperation], method: str, **kwargs
+        self, string: str, operations: list[_HttpOperation], method: str, **kwargs
     ) -> None:
         super().__init__(string=string, method=method, **kwargs)
         # Create a rule which checks all required arguments (not only the path and method)
@@ -174,7 +175,7 @@ def _create_service_map(service: ServiceModel) -> Map:
     rules = []
 
     # group all operations by their path and method
-    path_index: Dict[(str, str), List[_HttpOperation]] = defaultdict(list)
+    path_index: dict[(str, str), list[_HttpOperation]] = defaultdict(list)
     for op in ops:
         http_op = _HttpOperation.from_operation(op)
         path_index[(http_op.path, http_op.method)].append(http_op)
@@ -216,7 +217,7 @@ class RestServiceOperationRouter:
     def __init__(self, service: ServiceModel):
         self._map = _create_service_map(service)
 
-    def match(self, request: Request) -> Tuple[OperationModel, Mapping[str, Any]]:
+    def match(self, request: Request) -> tuple[OperationModel, Mapping[str, Any]]:
         """
         Matches the given request to the operation it targets (or raises an exception if no operation matches).
 
diff --git a/localstack-core/localstack/aws/protocol/parser.py b/localstack-core/localstack/aws/protocol/parser.py
index 96fd3d16cf0aa..1e93ba4322437 100644
--- a/localstack-core/localstack/aws/protocol/parser.py
+++ b/localstack-core/localstack/aws/protocol/parser.py
@@ -68,8 +68,9 @@
 import functools
 import re
 from abc import ABC
+from collections.abc import Mapping
 from email.utils import parsedate_to_datetime
-from typing import IO, Any, Dict, List, Mapping, Optional, Tuple, Union
+from typing import IO, Any
 from xml.etree import ElementTree as ETree
 
 import dateutil.parser
@@ -107,7 +108,7 @@ def _get_text_content(
         self,
         request: Request,
         shape: Shape,
-        node_or_string: Union[ETree.Element, str],
+        node_or_string: ETree.Element | str,
         uri_params: Mapping[str, Any] = None,
     ):
         if hasattr(node_or_string, "text"):
@@ -203,7 +204,7 @@ def __init__(self, service: ServiceModel) -> None:
         self.service = service
 
     @_handle_exceptions
-    def parse(self, request: Request) -> Tuple[OperationModel, Any]:
+    def parse(self, request: Request) -> tuple[OperationModel, Any]:
         """
         Determines which operation the request was aiming for and parses the incoming request such that the resulting
         dictionary can be used to invoke the service's function implementation.
@@ -367,7 +368,7 @@ class QueryRequestParser(RequestParser):
     """
 
     @_handle_exceptions
-    def parse(self, request: Request) -> Tuple[OperationModel, Any]:
+    def parse(self, request: Request) -> tuple[OperationModel, Any]:
         instance = request.values
         if "Action" not in instance:
             raise ProtocolParserError(
@@ -510,7 +511,7 @@ def _parse_list(
 
         # We collect the list value as well as the integer indicating the list position so we can
         # later sort the list by the position, in case they attribute values are unordered
-        result: List[Tuple[int, Any]] = []
+        result: list[tuple[int, Any]] = []
 
         i = 0
         while True:
@@ -559,7 +560,7 @@ def __init__(self, service: ServiceModel) -> None:
         self._operation_router = RestServiceOperationRouter(service)
 
     @_handle_exceptions
-    def parse(self, request: Request) -> Tuple[OperationModel, Any]:
+    def parse(self, request: Request) -> tuple[OperationModel, Any]:
         try:
             operation, uri_params = self._operation_router.match(request)
         except NotFound as e:
@@ -578,7 +579,7 @@ def _parse_payload(
         self,
         request: Request,
         shape: Shape,
-        member_shapes: Dict[str, Shape],
+        member_shapes: dict[str, Shape],
         uri_params: Mapping[str, Any],
         final_parsed: dict,
     ) -> None:
@@ -781,7 +782,7 @@ def _parse_xml_string_to_dom(xml_string: str) -> ETree.Element:
             ) from e
         return root
 
-    def _build_name_to_xml_node(self, parent_node: Union[list, ETree.Element]) -> dict:
+    def _build_name_to_xml_node(self, parent_node: list | ETree.Element) -> dict:
         # If the parent node is actually a list. We should not be trying
         # to serialize it to a dictionary. Instead, return the first element
         # in the list.
@@ -824,9 +825,9 @@ def _parse_structure(
         self,
         request: Request,
         shape: StructureShape,
-        value: Optional[dict],
+        value: dict | None,
         uri_params: Mapping[str, Any] = None,
-    ) -> Optional[dict]:
+    ) -> dict | None:
         if shape.is_document_type:
             final_parsed = value
         else:
@@ -849,9 +850,9 @@ def _parse_map(
         self,
         request: Request,
         shape: MapShape,
-        value: Optional[dict],
+        value: dict | None,
         uri_params: Mapping[str, Any] = None,
-    ) -> Optional[dict]:
+    ) -> dict | None:
         if value is None:
             return None
         parsed = {}
@@ -916,7 +917,7 @@ class JSONRequestParser(BaseJSONRequestParser):
     """
 
     @_handle_exceptions
-    def parse(self, request: Request) -> Tuple[OperationModel, Any]:
+    def parse(self, request: Request) -> tuple[OperationModel, Any]:
         target = request.headers["X-Amz-Target"]
         # assuming that the last part of the target string (e.g., "x.y.z.MyAction") contains the operation name
         operation_name = target.rpartition(".")[2]
@@ -1038,9 +1039,7 @@ def __exit__(self, exc_type, exc_value, exc_traceback):
                 )
 
         @staticmethod
-        def _set_request_props(
-            request: Request, path: str, host: str, raw_uri: Optional[str] = None
-        ):
+        def _set_request_props(request: Request, path: str, host: str, raw_uri: str | None = None):
             """Sets the HTTP request's path and host and clears the cache in the request object."""
             request.path = path
             request.headers["Host"] = host
@@ -1072,7 +1071,7 @@ def _is_vhost_address_get_bucket(request: Request) -> str | None:
             return uses_host_addressing(request.headers)
 
     @_handle_exceptions
-    def parse(self, request: Request) -> Tuple[OperationModel, Any]:
+    def parse(self, request: Request) -> tuple[OperationModel, Any]:
         """Handle virtual-host-addressing for S3."""
         with self.VirtualHostRewriter(request):
             return super().parse(request)
diff --git a/localstack-core/localstack/aws/protocol/serializer.py b/localstack-core/localstack/aws/protocol/serializer.py
index 86cabdd3487b6..2c5251010edea 100644
--- a/localstack-core/localstack/aws/protocol/serializer.py
+++ b/localstack-core/localstack/aws/protocol/serializer.py
@@ -79,10 +79,11 @@
 import string
 from abc import ABC
 from binascii import crc32
+from collections.abc import Iterable, Iterator
 from datetime import datetime
 from email.utils import formatdate
 from struct import pack
-from typing import Any, Dict, Iterable, Iterator, List, Optional, Tuple, Union
+from typing import Any
 from xml.etree import ElementTree as ETree
 
 import xmltodict
@@ -181,14 +182,14 @@ class ResponseSerializer(abc.ABC):
     AWS_BINARY_DATA_TYPE_STRING = 7
     # Defines the supported mime types of the specific serializer. Sorted by priority (preferred / default first).
     # Needs to be specified by subclasses.
-    SUPPORTED_MIME_TYPES: List[str] = []
+    SUPPORTED_MIME_TYPES: list[str] = []
 
     @_handle_exceptions
     def serialize_to_response(
         self,
         response: dict,
         operation_model: OperationModel,
-        headers: Optional[Dict | Headers],
+        headers: dict | Headers | None,
         request_id: str,
     ) -> Response:
         """
@@ -234,7 +235,7 @@ def serialize_error_to_response(
         self,
         error: ServiceException,
         operation_model: OperationModel,
-        headers: Optional[Dict | Headers],
+        headers: dict | Headers | None,
         request_id: str,
     ) -> Response:
         """
@@ -274,7 +275,7 @@ def _serialize_response(
         self,
         parameters: dict,
         response: Response,
-        shape: Optional[Shape],
+        shape: Shape | None,
         shape_members: dict,
         operation_model: OperationModel,
         mime_type: str,
@@ -289,7 +290,7 @@ def _serialize_body_params(
         operation_model: OperationModel,
         mime_type: str,
         request_id: str,
-    ) -> Optional[str]:
+    ) -> str | None:
         """
         Actually serializes the given params for the given shape to a string for the transmission in the body of the
         response.
@@ -390,9 +391,9 @@ def event_stream_serializer() -> Iterable[bytes]:
     def _encode_event_payload(
         self,
         event_type: str,
-        content: Union[str, bytes] = "",
-        error_code: Optional[str] = None,
-        error_message: Optional[str] = None,
+        content: str | bytes = "",
+        error_code: str | None = None,
+        error_message: str | None = None,
     ) -> bytes:
         """
         Encodes the given event payload according to AWS specific binary event encoding.
@@ -469,7 +470,7 @@ def _create_default_response(self, operation_model: OperationModel, mime_type: s
         """
         return Response(status=operation_model.http.get("responseCode", 200))
 
-    def _get_mime_type(self, headers: Optional[Dict | Headers]) -> str:
+    def _get_mime_type(self, headers: dict | Headers | None) -> str:
         """
         Extracts the accepted mime type from the request headers and returns a matching, supported mime type for the
         serializer or the default mime type of the service if there is no match.
@@ -521,9 +522,7 @@ def _timestamp_rfc822(self, value: datetime) -> str:
             value = self._timestamp_unixtimestamp(value)
         return formatdate(value, usegmt=True)
 
-    def _convert_timestamp_to_str(
-        self, value: Union[int, str, datetime], timestamp_format=None
-    ) -> str:
+    def _convert_timestamp_to_str(self, value: int | str | datetime, timestamp_format=None) -> str:
         if timestamp_format is None:
             timestamp_format = self.TIMESTAMP_FORMAT
         timestamp_format = timestamp_format.lower()
@@ -540,7 +539,7 @@ def _get_serialized_name(shape: Shape, default_name: str) -> str:
         """
         return shape.serialization.get("name", default_name)
 
-    def _get_base64(self, value: Union[str, bytes]):
+    def _get_base64(self, value: str | bytes):
         """
         Returns the base64-encoded version of value, handling
         both strings and bytes. The returned value is a string
@@ -550,7 +549,7 @@ def _get_base64(self, value: Union[str, bytes]):
             value = value.encode(self.DEFAULT_ENCODING)
         return base64.b64encode(value).strip().decode(self.DEFAULT_ENCODING)
 
-    def _encode_payload(self, body: Union[bytes, str]) -> bytes:
+    def _encode_payload(self, body: bytes | str) -> bytes:
         if isinstance(body, str):
             return body.encode(self.DEFAULT_ENCODING)
         return body
@@ -578,7 +577,7 @@ def _add_md5_header(self, response: Response):
             md5_digest = calculate_md5(body)
             headers["Content-MD5"] = md5_digest
 
-    def _get_error_message(self, error: Exception) -> Optional[str]:
+    def _get_error_message(self, error: Exception) -> str | None:
         return str(error) if error is not None and str(error) != "None" else None
 
 
@@ -661,14 +660,14 @@ def _serialize_body_params(
         operation_model: OperationModel,
         mime_type: str,
         request_id: str,
-    ) -> Optional[str]:
+    ) -> str | None:
         root = self._serialize_body_params_to_xml(params, shape, operation_model, mime_type)
         self._prepare_additional_traits_in_xml(root, request_id)
         return self._node_to_string(root, mime_type)
 
     def _serialize_body_params_to_xml(
         self, params: dict, shape: Shape, operation_model: OperationModel, mime_type: str
-    ) -> Optional[ETree.Element]:
+    ) -> ETree.Element | None:
         if shape is None:
             return
         # The botocore serializer expects `shape.serialization["name"]`, but this isn't always present for responses
@@ -812,7 +811,7 @@ def _serialize_type_boolean(xmlnode: ETree.Element, params: bool, _, name: str,
         node.text = str_value
 
     def _serialize_type_blob(
-        self, xmlnode: ETree.Element, params: Union[str, bytes], _, name: str, __
+        self, xmlnode: ETree.Element, params: str | bytes, _, name: str, __
     ) -> None:
         node = ETree.SubElement(xmlnode, name)
         node.text = self._get_base64(params)
@@ -838,7 +837,7 @@ def _default_serialize(self, xmlnode: ETree.Element, params: str, _, name: str,
         node = ETree.SubElement(xmlnode, name)
         node.text = str(params)
 
-    def _prepare_additional_traits_in_xml(self, root: Optional[ETree.Element], request_id: str):
+    def _prepare_additional_traits_in_xml(self, root: ETree.Element | None, request_id: str):
         """
         Prepares the XML root node before being serialized with additional traits (like the Response ID in the Query
         protocol).
@@ -851,7 +850,7 @@ def _create_default_response(self, operation_model: OperationModel, mime_type: s
         response.headers["Content-Type"] = mime_type
         return response
 
-    def _node_to_string(self, root: Optional[ETree.Element], mime_type: str) -> Optional[str]:
+    def _node_to_string(self, root: ETree.Element | None, mime_type: str) -> str | None:
         """Generates the string representation of the given XML element."""
         if root is not None:
             content = ETree.tostring(
@@ -877,7 +876,7 @@ def _serialize_response(
         self,
         parameters: dict,
         response: Response,
-        shape: Optional[Shape],
+        shape: Shape | None,
         shape_members: dict,
         operation_model: OperationModel,
         mime_type: str,
@@ -904,7 +903,7 @@ def _serialize_payload(
         self,
         parameters: dict,
         response: Response,
-        shape: Optional[Shape],
+        shape: Shape | None,
         shape_members: dict,
         operation_model: OperationModel,
         mime_type: str,
@@ -975,7 +974,7 @@ def _serialize_content_type(
         """
         pass
 
-    def _has_streaming_payload(self, payload: Optional[str], shape_members):
+    def _has_streaming_payload(self, payload: str | None, shape_members):
         """Determine if payload is streaming (a blob or string)."""
         return payload is not None and shape_members[payload].type_name in ["blob", "string"]
 
@@ -1040,7 +1039,7 @@ def _serialize_header_value(self, shape: Shape, value: Any):
         else:
             return value
 
-    def _partition_members(self, parameters: dict, shape: Optional[Shape]) -> Tuple[dict, dict]:
+    def _partition_members(self, parameters: dict, shape: Shape | None) -> tuple[dict, dict]:
         """Separates the top-level keys in the given parameters dict into header- and payload-located params."""
         if not isinstance(shape, StructureShape):
             # If the shape isn't a structure, we default to the whole response being parsed in the body.
@@ -1083,7 +1082,7 @@ def _serialize_response(
         self,
         parameters: dict,
         response: Response,
-        shape: Optional[Shape],
+        shape: Shape | None,
         shape_members: dict,
         operation_model: OperationModel,
         mime_type: str,
@@ -1130,7 +1129,7 @@ def _serialize_body_params_to_xml(
             root.append(node)
         return root
 
-    def _prepare_additional_traits_in_xml(self, root: Optional[ETree.Element], request_id: str):
+    def _prepare_additional_traits_in_xml(self, root: ETree.Element | None, request_id: str):
         # Add the response metadata here (it's not defined in the specs)
         # For the ec2 and the query protocol, the root cannot be None at this time.
         response_metadata = ETree.SubElement(root, "ResponseMetadata")
@@ -1179,7 +1178,7 @@ def _serialize_error(
         request_id_element.text = request_id
         response.set_response(self._encode_payload(self._node_to_string(root, mime_type)))
 
-    def _prepare_additional_traits_in_xml(self, root: Optional[ETree.Element], request_id: str):
+    def _prepare_additional_traits_in_xml(self, root: ETree.Element | None, request_id: str):
         # The EC2 protocol does not use the root output shape, therefore we need to remove the hierarchy level
         # below the root level
         if len(root) > 0:
@@ -1251,7 +1250,7 @@ def _serialize_response(
         self,
         parameters: dict,
         response: Response,
-        shape: Optional[Shape],
+        shape: Shape | None,
         shape_members: dict,
         operation_model: OperationModel,
         mime_type: str,
@@ -1274,7 +1273,7 @@ def _serialize_body_params(
         operation_model: OperationModel,
         mime_type: str,
         request_id: str,
-    ) -> Optional[str]:
+    ) -> str | None:
         body = {}
         if shape is not None:
             self._serialize(body, params, shape, None, mime_type)
@@ -1284,7 +1283,7 @@ def _serialize_body_params(
         else:
             return json.dumps(body)
 
-    def _serialize(self, body: dict, value: Any, shape, key: Optional[str], mime_type: str):
+    def _serialize(self, body: dict, value: Any, shape, key: str | None, mime_type: str):
         """This method dynamically invokes the correct `_serialize_type_*` method for each shape type."""
         try:
             method = getattr(self, "_serialize_type_%s" % shape.type_name, self._default_serialize)
@@ -1295,7 +1294,7 @@ def _serialize(self, body: dict, value: Any, shape, key: Optional[str], mime_typ
             ) from e
 
     def _serialize_type_structure(
-        self, body: dict, value: dict, shape: StructureShape, key: Optional[str], mime_type: str
+        self, body: dict, value: dict, shape: StructureShape, key: str | None, mime_type: str
     ):
         if value is None:
             return
@@ -1369,9 +1368,7 @@ def _serialize_type_timestamp(
             timestamp_format = shape.serialization.get("timestampFormat")
             body[key] = self._convert_timestamp_to_str(value, timestamp_format)
 
-    def _serialize_type_blob(
-        self, body: dict, value: Union[str, bytes], _, key: str, mime_type: str
-    ):
+    def _serialize_type_blob(self, body: dict, value: str | bytes, _, key: str, mime_type: str):
         if mime_type in self.CBOR_TYPES:
             body[key] = value
         else:
@@ -1466,7 +1463,7 @@ def _serialize_response(
         self,
         parameters: dict,
         response: Response,
-        shape: Optional[Shape],
+        shape: Shape | None,
         shape_members: dict,
         operation_model: OperationModel,
         mime_type: str,
@@ -1528,7 +1525,7 @@ def _serialize_body_params(
         operation_model: OperationModel,
         mime_type: str,
         request_id: str,
-    ) -> Optional[str]:
+    ) -> str | None:
         root = self._serialize_body_params_to_xml(params, shape, operation_model, mime_type)
         # S3 does not follow the specs on the root tag name for 41 of 44 operations
         root.tag = self._RESPONSE_ROOT_TAGS.get(root.tag, root.tag)
@@ -1568,7 +1565,7 @@ def _add_error_tags(
     def _create_empty_node(xmlnode: ETree.Element, name: str) -> None:
         ETree.SubElement(xmlnode, name)
 
-    def _prepare_additional_traits_in_xml(self, root: Optional[ETree.Element], request_id: str):
+    def _prepare_additional_traits_in_xml(self, root: ETree.Element | None, request_id: str):
         # some tools (Serverless) require a newline after the "<?xml ...>\n" preamble line, e.g., for LocationConstraint
         if root and not root.tail:
             root.tail = "\n"
@@ -1639,7 +1636,7 @@ def _default_serialize(self, xmlnode: ETree.Element, params: str, _, name: str,
             .replace("\r", "__marker__-r__marker__")
         )
 
-    def _node_to_string(self, root: Optional[ETree.ElementTree], mime_type: str) -> Optional[str]:
+    def _node_to_string(self, root: ETree.ElementTree | None, mime_type: str) -> str | None:
         """Replaces the previously "marked" characters with their encoded value."""
         generated_string = super()._node_to_string(root, mime_type)
         if generated_string is None:
@@ -1785,7 +1782,7 @@ def create_serializer(service: ServiceModel) -> ResponseSerializer:
 
 
 def aws_response_serializer(
-    service_name: str, operation: str, protocol: Optional[ProtocolName] = None
+    service_name: str, operation: str, protocol: ProtocolName | None = None
 ):
     """
     A decorator for an HTTP route that can serialize return values or exceptions into AWS responses.
diff --git a/localstack-core/localstack/aws/protocol/service_router.py b/localstack-core/localstack/aws/protocol/service_router.py
index 44d70efaac4df..5b3768fa882d6 100644
--- a/localstack-core/localstack/aws/protocol/service_router.py
+++ b/localstack-core/localstack/aws/protocol/service_router.py
@@ -1,5 +1,5 @@
 import logging
-from typing import NamedTuple, Optional, Set
+from typing import NamedTuple
 
 from botocore.model import ServiceModel
 from werkzeug.exceptions import RequestEntityTooLarge
@@ -28,15 +28,15 @@ class _ServiceIndicators(NamedTuple):
 
     # AWS service's "signing name" - Contained in the Authorization header
     # (https://docs.aws.amazon.com/AmazonS3/latest/API/sigv4-auth-using-authorization-header.html)
-    signing_name: Optional[str] = None
+    signing_name: str | None = None
     # Target prefix as defined in the service specs for non-rest protocols - Contained in the X-Amz-Target header
-    target_prefix: Optional[str] = None
+    target_prefix: str | None = None
     # Targeted operation as defined in the service specs for non-rest protocols - Contained in the X-Amz-Target header
-    operation: Optional[str] = None
+    operation: str | None = None
     # Host field of the HTTP request
-    host: Optional[str] = None
+    host: str | None = None
     # Path of the HTTP request
-    path: Optional[str] = None
+    path: str | None = None
 
 
 def _extract_service_indicators(request: Request) -> _ServiceIndicators:
@@ -111,7 +111,7 @@ def _extract_service_indicators(request: Request) -> _ServiceIndicators:
 }
 
 
-def custom_signing_name_rules(signing_name: str, path: str) -> Optional[ServiceModelIdentifier]:
+def custom_signing_name_rules(signing_name: str, path: str) -> ServiceModelIdentifier | None:
     """
     Rules which are based on the signing name (in the auth header) and the request path.
     """
@@ -134,7 +134,7 @@ def custom_signing_name_rules(signing_name: str, path: str) -> Optional[ServiceM
     return rules.get("*", ServiceModelIdentifier(signing_name))
 
 
-def custom_host_addressing_rules(host: str) -> Optional[ServiceModelIdentifier]:
+def custom_host_addressing_rules(host: str) -> ServiceModelIdentifier | None:
     """
     Rules based on the host header of the request, which is typically the data plane of a service.
 
@@ -147,7 +147,7 @@ def custom_host_addressing_rules(host: str) -> Optional[ServiceModelIdentifier]:
         return ServiceModelIdentifier("s3")
 
 
-def custom_path_addressing_rules(path: str) -> Optional[ServiceModelIdentifier]:
+def custom_path_addressing_rules(path: str) -> ServiceModelIdentifier | None:
     """
     Rules which are only based on the request path.
     """
@@ -159,7 +159,7 @@ def custom_path_addressing_rules(path: str) -> Optional[ServiceModelIdentifier]:
         return ServiceModelIdentifier("lambda")
 
 
-def legacy_s3_rules(request: Request) -> Optional[ServiceModelIdentifier]:
+def legacy_s3_rules(request: Request) -> ServiceModelIdentifier | None:
     """
     *Legacy* rules which allow us to fallback to S3 if no other service was matched.
     All rules which are implemented here should be removed once we make sure it would not break any use-cases.
@@ -228,7 +228,7 @@ def legacy_s3_rules(request: Request) -> Optional[ServiceModelIdentifier]:
 
 
 def resolve_conflicts(
-    candidates: Set[ServiceModelIdentifier], request: Request
+    candidates: set[ServiceModelIdentifier], request: Request
 ) -> ServiceModelIdentifier:
     """
     Some service definitions are overlapping to a point where they are _not_ distinguishable at all
@@ -258,7 +258,7 @@ def resolve_conflicts(
 
 def determine_aws_service_model_for_data_plane(
     request: Request, services: ServiceCatalog = None
-) -> Optional[ServiceModel]:
+) -> ServiceModel | None:
     """
     A stripped down version of ``determine_aws_service_model`` which only checks hostname indicators for
     the AWS data plane, such as s3 websites, lambda function URLs, or API gateway routes.
@@ -271,7 +271,7 @@ def determine_aws_service_model_for_data_plane(
 
 def determine_aws_service_model(
     request: Request, services: ServiceCatalog = None
-) -> Optional[ServiceModel]:
+) -> ServiceModel | None:
     """
     Tries to determine the name of the AWS service an incoming request is targeting.
     :param request: to determine the target service name of
diff --git a/localstack-core/localstack/aws/protocol/validate.py b/localstack-core/localstack/aws/protocol/validate.py
index 30d1be4355fb0..9be5d6b55b4c5 100644
--- a/localstack-core/localstack/aws/protocol/validate.py
+++ b/localstack-core/localstack/aws/protocol/validate.py
@@ -1,6 +1,6 @@
 """Slightly extends the ``botocore.validate`` package to provide better integration with our parser/serializer."""
 
-from typing import Any, Dict, List, NamedTuple
+from typing import Any, NamedTuple
 
 from botocore.model import OperationModel, Shape
 from botocore.validate import ParamValidator as BotocoreParamValidator
@@ -22,7 +22,7 @@ class Error(NamedTuple):
 
     reason: str
     name: str
-    attributes: Dict[str, Any]
+    attributes: dict[str, Any]
 
 
 class ParameterValidationError(Exception):
@@ -88,11 +88,11 @@ class EmptyInput(ParameterValidationError):
 
 
 class ValidationErrors(BotocoreValidationErrors):
-    def __init__(self, shape: Shape, params: Dict[str, Any]):
+    def __init__(self, shape: Shape, params: dict[str, Any]):
         super().__init__()
         self.shape = shape
         self.params = params
-        self._exceptions: List[ParameterValidationError] = []
+        self._exceptions: list[ParameterValidationError] = []
 
     @property
     def exceptions(self):
@@ -133,7 +133,7 @@ def to_exception(self, error: Error) -> ParameterValidationError:
 
 
 class ParamValidator(BotocoreParamValidator):
-    def validate(self, params: Dict[str, Any], shape: Shape):
+    def validate(self, params: dict[str, Any], shape: Shape):
         """Validate parameters against a shape model.
 
         This method will validate the parameters against a provided shape model.
diff --git a/localstack-core/localstack/aws/scaffold.py b/localstack-core/localstack/aws/scaffold.py
index 3d9c0e3e55db4..f1018d4f635ce 100644
--- a/localstack-core/localstack/aws/scaffold.py
+++ b/localstack-core/localstack/aws/scaffold.py
@@ -1,10 +1,10 @@
 import io
 import keyword
 import re
+from collections import OrderedDict
 from functools import cached_property
 from multiprocessing import Pool
 from pathlib import Path
-from typing import Dict, List, Optional, Set
 
 import click
 from botocore import xform_name
@@ -18,7 +18,6 @@
     StringShape,
     StructureShape,
 )
-from typing_extensions import OrderedDict
 
 from localstack.aws.spec import load_service
 from localstack.utils.common import camel_to_snake_case, snake_to_camel_case
@@ -75,7 +74,7 @@ def __init__(self, service: ServiceModel, shape: Shape) -> None:
         self.shape = shape
 
     @cached_property
-    def request_operation(self) -> Optional[OperationModel]:
+    def request_operation(self) -> OperationModel | None:
         for operation_name in self.service.operation_names:
             operation = self.service.operation_model(operation_name)
             if operation.input_shape is None:
@@ -89,7 +88,7 @@ def request_operation(self) -> Optional[OperationModel]:
         return None
 
     @cached_property
-    def response_operation(self) -> Optional[OperationModel]:
+    def response_operation(self) -> OperationModel | None:
         for operation_name in self.service.operation_names:
             operation = self.service.operation_model(operation_name)
             if operation.output_shape is None:
@@ -128,7 +127,7 @@ def is_enum(self):
         return isinstance(self.shape, StringShape) and self.shape.enum
 
     @property
-    def dependencies(self) -> List[str]:
+    def dependencies(self) -> list[str]:
         shape = self.shape
 
         if isinstance(shape, StructureShape):
@@ -327,7 +326,7 @@ def generate_service_types(output, service: ServiceModel, doc=True):
     output.write("\n")
 
     # ==================================== print type declarations
-    nodes: Dict[str, ShapeNode] = {}
+    nodes: dict[str, ShapeNode] = {}
 
     for shape_name in service.shape_names:
         shape = service.shape_for(shape_name)
@@ -338,9 +337,9 @@ def generate_service_types(output, service: ServiceModel, doc=True):
     #     output.write(f'    "{name}",\n')
     # output.write("]\n")
 
-    printed: Set[str] = set()
-    visited: Set[str] = set()
-    stack: List[str] = list(nodes.keys())
+    printed: set[str] = set()
+    visited: set[str] = set()
+    stack: list[str] = list(nodes.keys())
 
     stack = sorted(stack, key=lambda name: nodes[name].get_order())
     stack.reverse()
diff --git a/localstack-core/localstack/aws/serving/edge.py b/localstack-core/localstack/aws/serving/edge.py
index 0e204a4d96f88..be59bcef1bc58 100644
--- a/localstack-core/localstack/aws/serving/edge.py
+++ b/localstack-core/localstack/aws/serving/edge.py
@@ -1,6 +1,5 @@
 import logging
 import threading
-from typing import List
 
 from rolo.gateway.wsgi import WsgiGateway
 
@@ -15,7 +14,7 @@
 
 
 def serve_gateway(
-    listen: HostAndPort | List[HostAndPort], use_ssl: bool, asynchronous: bool = False
+    listen: HostAndPort | list[HostAndPort], use_ssl: bool, asynchronous: bool = False
 ):
     """
     Implementation of the edge.do_start_edge_proxy interface to start a Hypercorn server instance serving the
@@ -37,7 +36,7 @@ def serve_gateway(
 
 
 def _serve_werkzeug(
-    gateway: LocalstackAwsGateway, listen: List[HostAndPort], use_ssl: bool, asynchronous: bool
+    gateway: LocalstackAwsGateway, listen: list[HostAndPort], use_ssl: bool, asynchronous: bool
 ):
     from werkzeug.serving import ThreadedWSGIServer
 
@@ -57,7 +56,7 @@ def _serve_werkzeug(
         params["ssl_context"] = (cert_file_name, key_file_name)
 
     threads = []
-    servers: List[ThreadedWSGIServer] = []
+    servers: list[ThreadedWSGIServer] = []
 
     for host_port in listen:
         kwargs = dict(params)
@@ -90,7 +89,7 @@ def _shutdown_servers():
 
 
 def _serve_hypercorn(
-    gateway: LocalstackAwsGateway, listen: List[HostAndPort], use_ssl: bool, asynchronous: bool
+    gateway: LocalstackAwsGateway, listen: list[HostAndPort], use_ssl: bool, asynchronous: bool
 ):
     from localstack.http.hypercorn import GatewayServer
 
@@ -112,7 +111,7 @@ def _shutdown_gateway():
 
 
 def _serve_twisted(
-    gateway: LocalstackAwsGateway, listen: List[HostAndPort], use_ssl: bool, asynchronous: bool
+    gateway: LocalstackAwsGateway, listen: list[HostAndPort], use_ssl: bool, asynchronous: bool
 ):
     from .twisted import serve_gateway
 
diff --git a/localstack-core/localstack/aws/serving/hypercorn.py b/localstack-core/localstack/aws/serving/hypercorn.py
index 450d2664badc9..def66e6ea9a00 100644
--- a/localstack-core/localstack/aws/serving/hypercorn.py
+++ b/localstack-core/localstack/aws/serving/hypercorn.py
@@ -1,5 +1,5 @@
 import asyncio
-from typing import Any, Optional, Tuple
+from typing import Any
 
 from hypercorn import Config
 from hypercorn.asyncio import serve as serve_hypercorn
@@ -15,7 +15,7 @@ def serve(
     host: str = "localhost",
     port: int = constants.DEFAULT_PORT_EDGE,
     use_reloader: bool = True,
-    ssl_creds: Optional[Tuple[Any, Any]] = None,
+    ssl_creds: tuple[Any, Any] | None = None,
     **kwargs,
 ) -> None:
     """
diff --git a/localstack-core/localstack/aws/serving/twisted.py b/localstack-core/localstack/aws/serving/twisted.py
index 549150a73ae61..3ba0341387674 100644
--- a/localstack-core/localstack/aws/serving/twisted.py
+++ b/localstack-core/localstack/aws/serving/twisted.py
@@ -4,7 +4,6 @@
 
 import logging
 import time
-from typing import List
 
 from rolo.gateway import Gateway
 from rolo.serving.twisted import TwistedGateway
@@ -130,7 +129,7 @@ def stop_thread_pool(self: ThreadPool, stop, timeout: float = None):
 
 
 def serve_gateway(
-    gateway: Gateway, listen: List[HostAndPort], use_ssl: bool, asynchronous: bool = False
+    gateway: Gateway, listen: list[HostAndPort], use_ssl: bool, asynchronous: bool = False
 ):
     """
     Serve a Gateway instance using twisted.
diff --git a/localstack-core/localstack/aws/serving/werkzeug.py b/localstack-core/localstack/aws/serving/werkzeug.py
index 22e351adc4842..00e378b043a9b 100644
--- a/localstack-core/localstack/aws/serving/werkzeug.py
+++ b/localstack-core/localstack/aws/serving/werkzeug.py
@@ -1,5 +1,5 @@
 import ssl
-from typing import TYPE_CHECKING, Any, Optional, Tuple
+from typing import TYPE_CHECKING, Any
 
 from rolo.gateway import Gateway
 from rolo.gateway.wsgi import WsgiGateway
@@ -17,7 +17,7 @@ def serve(
     host: str = "localhost",
     port: int = constants.DEFAULT_PORT_EDGE,
     use_reloader: bool = True,
-    ssl_creds: Optional[Tuple[Any, Any]] = None,
+    ssl_creds: tuple[Any, Any] | None = None,
     **kwargs,
 ) -> None:
     """
diff --git a/localstack-core/localstack/aws/skeleton.py b/localstack-core/localstack/aws/skeleton.py
index 9d66fa4b375c1..8d62415c9ebef 100644
--- a/localstack-core/localstack/aws/skeleton.py
+++ b/localstack-core/localstack/aws/skeleton.py
@@ -1,6 +1,7 @@
 import inspect
 import logging
-from typing import Any, Callable, Dict, NamedTuple, Optional, Union
+from collections.abc import Callable
+from typing import Any, NamedTuple
 
 from botocore import xform_name
 from botocore.model import ServiceModel
@@ -20,10 +21,10 @@
 
 LOG = logging.getLogger(__name__)
 
-DispatchTable = Dict[str, ServiceRequestHandler]
+DispatchTable = dict[str, ServiceRequestHandler]
 
 
-def create_skeleton(service: Union[str, ServiceModel], delegate: Any):
+def create_skeleton(service: str | ServiceModel, delegate: Any):
     if isinstance(service, str):
         service = load_service(service)
 
@@ -49,7 +50,7 @@ def create_dispatch_table(delegate: object) -> DispatchTable:
     # scan class tree for @handler wrapped functions (reverse class tree so that inherited functions overwrite parent
     # functions)
     cls_tree = inspect.getmro(delegate.__class__)
-    handlers: Dict[str, HandlerAttributes] = {}
+    handlers: dict[str, HandlerAttributes] = {}
     cls_tree = reversed(list(cls_tree))
     for cls in cls_tree:
         if cls == object:
@@ -98,9 +99,7 @@ def __init__(
         self.pass_context = pass_context
         self.expand_parameters = expand_parameters
 
-    def __call__(
-        self, context: RequestContext, request: ServiceRequest
-    ) -> Optional[ServiceResponse]:
+    def __call__(self, context: RequestContext, request: ServiceRequest) -> ServiceResponse | None:
         args = []
         kwargs = {}
 
@@ -122,7 +121,7 @@ class Skeleton:
     service: ServiceModel
     dispatch_table: DispatchTable
 
-    def __init__(self, service: ServiceModel, implementation: Union[Any, DispatchTable]):
+    def __init__(self, service: ServiceModel, implementation: Any | DispatchTable):
         self.service = service
 
         if isinstance(implementation, dict):
diff --git a/localstack-core/localstack/aws/spec.py b/localstack-core/localstack/aws/spec.py
index 1410ddde3e246..d28834bfb0e0e 100644
--- a/localstack-core/localstack/aws/spec.py
+++ b/localstack-core/localstack/aws/spec.py
@@ -4,8 +4,9 @@
 import os
 import sys
 from collections import defaultdict
+from collections.abc import Generator
 from functools import cached_property, lru_cache
-from typing import Dict, Generator, List, Literal, NamedTuple, Optional, Tuple
+from typing import Literal, NamedTuple
 
 import botocore
 import jsonpatch
@@ -31,13 +32,13 @@ class ServiceModelIdentifier(NamedTuple):
     """
 
     name: ServiceName
-    protocol: Optional[ProtocolName] = None
+    protocol: ProtocolName | None = None
 
 
 spec_patches_json = os.path.join(os.path.dirname(__file__), "spec-patches.json")
 
 
-def load_spec_patches() -> Dict[str, list]:
+def load_spec_patches() -> dict[str, list]:
     if not os.path.exists(spec_patches_json):
         return {}
     with open(spec_patches_json) as fd:
@@ -59,9 +60,9 @@ class PatchingLoader(Loader):
     A custom botocore Loader that applies JSON patches from the given json patch file to the specs as they are loaded.
     """
 
-    patches: Dict[str, list]
+    patches: dict[str, list]
 
-    def __init__(self, patches: Dict[str, list], *args, **kwargs):
+    def __init__(self, patches: dict[str, list], *args, **kwargs):
         # add the builtin data path to the extra_search_paths to ensure they are discovered by the loader
         super().__init__(*args, **kwargs)
         self.patches = patches
@@ -94,12 +95,12 @@ class UnknownServiceProtocolError(UnknownServiceError):
     fmt = "Unknown service protocol: '{service_name}-{protocol}'."
 
 
-def list_services() -> List[ServiceModel]:
+def list_services() -> list[ServiceModel]:
     return [load_service(service) for service in loader.list_available_services("service-2")]
 
 
 def load_service(
-    service: ServiceName, version: Optional[str] = None, protocol: Optional[ProtocolName] = None
+    service: ServiceName, version: str | None = None, protocol: ProtocolName | None = None
 ) -> ServiceModel:
     """
     Loads a service
@@ -136,7 +137,7 @@ def load_service(
     return ServiceModel(service_description, service)
 
 
-def iterate_service_operations() -> Generator[Tuple[ServiceModel, OperationModel], None, None]:
+def iterate_service_operations() -> Generator[tuple[ServiceModel, OperationModel], None, None]:
     """
     Returns one record per operation in the AWS service spec, where the first item is the service model the operation
     belongs to, and the second is the operation model.
@@ -154,11 +155,11 @@ class ServiceCatalogIndex:
     The ServiceCatalogIndex enables fast lookups for common operations to determine a service from service indicators.
     """
 
-    service_names: List[ServiceName]
-    target_prefix_index: Dict[str, List[ServiceModelIdentifier]]
-    signing_name_index: Dict[str, List[ServiceModelIdentifier]]
-    operations_index: Dict[str, List[ServiceModelIdentifier]]
-    endpoint_prefix_index: Dict[str, List[ServiceModelIdentifier]]
+    service_names: list[ServiceName]
+    target_prefix_index: dict[str, list[ServiceModelIdentifier]]
+    signing_name_index: dict[str, list[ServiceModelIdentifier]]
+    operations_index: dict[str, list[ServiceModelIdentifier]]
+    endpoint_prefix_index: dict[str, list[ServiceModelIdentifier]]
 
 
 class LazyServiceCatalogIndex:
@@ -167,11 +168,11 @@ class LazyServiceCatalogIndex:
     """
 
     @cached_property
-    def service_names(self) -> List[ServiceName]:
+    def service_names(self) -> list[ServiceName]:
         return list(self._services.keys())
 
     @cached_property
-    def target_prefix_index(self) -> Dict[str, List[ServiceModelIdentifier]]:
+    def target_prefix_index(self) -> dict[str, list[ServiceModelIdentifier]]:
         result = defaultdict(list)
         for service_models in self._services.values():
             for service_model in service_models:
@@ -183,7 +184,7 @@ def target_prefix_index(self) -> Dict[str, List[ServiceModelIdentifier]]:
         return dict(result)
 
     @cached_property
-    def signing_name_index(self) -> Dict[str, List[ServiceModelIdentifier]]:
+    def signing_name_index(self) -> dict[str, list[ServiceModelIdentifier]]:
         result = defaultdict(list)
         for service_models in self._services.values():
             for service_model in service_models:
@@ -193,7 +194,7 @@ def signing_name_index(self) -> Dict[str, List[ServiceModelIdentifier]]:
         return dict(result)
 
     @cached_property
-    def operations_index(self) -> Dict[str, List[ServiceModelIdentifier]]:
+    def operations_index(self) -> dict[str, list[ServiceModelIdentifier]]:
         result = defaultdict(list)
         for service_models in self._services.values():
             for service_model in service_models:
@@ -208,7 +209,7 @@ def operations_index(self) -> Dict[str, List[ServiceModelIdentifier]]:
         return dict(result)
 
     @cached_property
-    def endpoint_prefix_index(self) -> Dict[str, List[ServiceModelIdentifier]]:
+    def endpoint_prefix_index(self) -> dict[str, list[ServiceModelIdentifier]]:
         result = defaultdict(list)
         for service_models in self._services.values():
             for service_model in service_models:
@@ -218,7 +219,7 @@ def endpoint_prefix_index(self) -> Dict[str, List[ServiceModelIdentifier]]:
         return dict(result)
 
     @cached_property
-    def _services(self) -> Dict[ServiceName, List[ServiceModel]]:
+    def _services(self) -> dict[ServiceName, list[ServiceModel]]:
         services = defaultdict(list)
         for service in list_services():
             services[service.service_name].append(service)
@@ -232,38 +233,36 @@ def __init__(self, index: ServiceCatalogIndex = None):
         self.index = index or LazyServiceCatalogIndex()
 
     @lru_cache(maxsize=512)
-    def get(
-        self, name: ServiceName, protocol: Optional[ProtocolName] = None
-    ) -> Optional[ServiceModel]:
+    def get(self, name: ServiceName, protocol: ProtocolName | None = None) -> ServiceModel | None:
         return load_service(name, protocol=protocol)
 
     @property
-    def service_names(self) -> List[ServiceName]:
+    def service_names(self) -> list[ServiceName]:
         return self.index.service_names
 
     @property
-    def target_prefix_index(self) -> Dict[str, List[ServiceModelIdentifier]]:
+    def target_prefix_index(self) -> dict[str, list[ServiceModelIdentifier]]:
         return self.index.target_prefix_index
 
     @property
-    def signing_name_index(self) -> Dict[str, List[ServiceModelIdentifier]]:
+    def signing_name_index(self) -> dict[str, list[ServiceModelIdentifier]]:
         return self.index.signing_name_index
 
     @property
-    def operations_index(self) -> Dict[str, List[ServiceModelIdentifier]]:
+    def operations_index(self) -> dict[str, list[ServiceModelIdentifier]]:
         return self.index.operations_index
 
     @property
-    def endpoint_prefix_index(self) -> Dict[str, List[ServiceModelIdentifier]]:
+    def endpoint_prefix_index(self) -> dict[str, list[ServiceModelIdentifier]]:
         return self.index.endpoint_prefix_index
 
-    def by_target_prefix(self, target_prefix: str) -> List[ServiceModelIdentifier]:
+    def by_target_prefix(self, target_prefix: str) -> list[ServiceModelIdentifier]:
         return self.target_prefix_index.get(target_prefix, [])
 
-    def by_signing_name(self, signing_name: str) -> List[ServiceModelIdentifier]:
+    def by_signing_name(self, signing_name: str) -> list[ServiceModelIdentifier]:
         return self.signing_name_index.get(signing_name, [])
 
-    def by_operation(self, operation_name: str) -> List[ServiceModelIdentifier]:
+    def by_operation(self, operation_name: str) -> list[ServiceModelIdentifier]:
         return self.operations_index.get(operation_name, [])
 
 
diff --git a/localstack-core/localstack/cli/localstack.py b/localstack-core/localstack/cli/localstack.py
index 5cf31d8897b17..cdde905e702be 100644
--- a/localstack-core/localstack/cli/localstack.py
+++ b/localstack-core/localstack/cli/localstack.py
@@ -3,7 +3,7 @@
 import os
 import sys
 import traceback
-from typing import Dict, List, Optional, Tuple, TypedDict
+from typing import Optional, TypedDict
 
 import click
 import requests
@@ -405,7 +405,7 @@ def cmd_status_services(format_: str) -> None:
         raise CLIError(f"could not connect to LocalStack health endpoint at {url}")
 
 
-def _print_service_table(services: Dict[str, str]) -> None:
+def _print_service_table(services: dict[str, str]) -> None:
     from rich.table import Table
 
     status_display = {
@@ -486,9 +486,9 @@ def cmd_start(
     no_banner: bool,
     detached: bool,
     network: str = None,
-    env: Tuple = (),
-    publish: Tuple = (),
-    volume: Tuple = (),
+    env: tuple = (),
+    publish: tuple = (),
+    volume: tuple = (),
     host_dns: bool = False,
     stack: str = None,
 ) -> None:
@@ -825,7 +825,7 @@ def cmd_update_docker_images() -> None:
     update_images(localstack_images)
 
 
-def update_images(image_list: List[str]) -> None:
+def update_images(image_list: list[str]) -> None:
     from rich.markup import escape
     from rich.progress import MofNCompleteColumn, Progress
 
diff --git a/localstack-core/localstack/cli/lpm.py b/localstack-core/localstack/cli/lpm.py
index ad4a6f5489d5c..719051b8fe38e 100644
--- a/localstack-core/localstack/cli/lpm.py
+++ b/localstack-core/localstack/cli/lpm.py
@@ -1,7 +1,7 @@
 import itertools
 import logging
 from multiprocessing.pool import ThreadPool
-from typing import List, Optional
+from typing import Optional
 
 import click
 from rich.console import Console
@@ -74,7 +74,7 @@ def _do_install_package(package: Package, version: str = None, target: InstallTa
     help="target of the installation",
 )
 def install(
-    package: List[str],
+    package: list[str],
     parallel: Optional[int] = 1,
     version: Optional[str] = None,
     target: Optional[str] = None,
diff --git a/localstack-core/localstack/config.py b/localstack-core/localstack/config.py
index 247e9ae26482f..df89de9e0f71b 100644
--- a/localstack-core/localstack/config.py
+++ b/localstack-core/localstack/config.py
@@ -9,7 +9,8 @@
 import time
 import warnings
 from collections import defaultdict
-from typing import Any, Dict, List, Mapping, Optional, Tuple, TypeVar, Union
+from collections.abc import Mapping
+from typing import Any, Optional, TypeVar, Union
 
 from localstack import constants
 from localstack.constants import (
@@ -233,7 +234,7 @@ def is_env_not_false(env_var_name: str) -> bool:
     return os.environ.get(env_var_name, "").lower().strip() not in FALSE_STRINGS
 
 
-def load_environment(profiles: str = None, env=os.environ) -> List[str]:
+def load_environment(profiles: str = None, env=os.environ) -> list[str]:
     """Loads the environment variables from ~/.localstack/{profile}.env, for each profile listed in the profiles.
     :param env: environment to load profile to. Defaults to `os.environ`
     :param profiles: a comma separated list of profiles to load (defaults to "default")
@@ -337,7 +338,7 @@ def in_docker():
             return False
     except Exception:
         pass
-    with open("/proc/1/cgroup", "rt") as ifh:
+    with open("/proc/1/cgroup") as ifh:
         content = ifh.read()
         if "docker" in content or "buildkit" in content:
             return True
@@ -348,7 +349,7 @@ def in_docker():
     # containerd does not set any specific file or config, but it does use
     # io.containerd.snapshotter.v1.overlayfs as the overlay filesystem for `/`.
     try:
-        with open("/proc/mounts", "rt") as infile:
+        with open("/proc/mounts") as infile:
             for line in infile:
                 line = line.strip()
 
@@ -603,9 +604,7 @@ def _validate_port(cls, port_s: str) -> int:
 
     def _get_unprivileged_port_range_start(self) -> int:
         try:
-            with open(
-                "/proc/sys/net/ipv4/ip_unprivileged_port_start", "rt"
-            ) as unprivileged_port_start:
+            with open("/proc/sys/net/ipv4/ip_unprivileged_port_start") as unprivileged_port_start:
                 port = unprivileged_port_start.read()
                 return int(port.strip())
         except Exception:
@@ -637,7 +636,7 @@ def __repr__(self) -> str:
         return f"HostAndPort(host={self.host}, port={self.port})"
 
 
-class UniqueHostAndPortList(List[HostAndPort]):
+class UniqueHostAndPortList(list[HostAndPort]):
     """
     Container type that ensures that ports added to the list are unique based
     on these rules:
@@ -650,7 +649,7 @@ class UniqueHostAndPortList(List[HostAndPort]):
         - Identical identical hosts and ports are de-duped
     """
 
-    def __init__(self, iterable: Union[List[HostAndPort], None] = None):
+    def __init__(self, iterable: Union[list[HostAndPort], None] = None):
         super().__init__(iterable or [])
         self._ensure_unique()
 
@@ -661,10 +660,10 @@ def _ensure_unique(self):
         if len(self) <= 1:
             return
 
-        unique: List[HostAndPort] = list()
+        unique: list[HostAndPort] = list()
 
         # Build a dictionary of hosts by port
-        hosts_by_port: Dict[int, List[str]] = defaultdict(list)
+        hosts_by_port: dict[int, list[str]] = defaultdict(list)
         for item in self:
             hosts_by_port[item.port].append(item.host)
 
@@ -696,7 +695,7 @@ def append(self, value: HostAndPort):
 
 def populate_edge_configuration(
     environment: Mapping[str, str],
-) -> Tuple[HostAndPort, UniqueHostAndPortList]:
+) -> tuple[HostAndPort, UniqueHostAndPortList]:
     """Populate the LocalStack edge configuration from environment variables."""
     localstack_host_raw = environment.get("LOCALSTACK_HOST")
     gateway_listen_raw = environment.get("GATEWAY_LISTEN")
@@ -1448,7 +1447,7 @@ def is_collect_metrics_mode() -> bool:
     return is_env_true(ENV_INTERNAL_TEST_COLLECT_METRIC)
 
 
-def collect_config_items() -> List[Tuple[str, Any]]:
+def collect_config_items() -> list[tuple[str, Any]]:
     """Returns a list of key-value tuples of LocalStack configuration values."""
     none = object()  # sentinel object
 
@@ -1598,7 +1597,7 @@ def get_edge_url(localstack_hostname=None, protocol=None):
 
 
 class ServiceProviderConfig(Mapping[str, str]):
-    _provider_config: Dict[str, str]
+    _provider_config: dict[str, str]
     default_value: str
     override_prefix: str = "PROVIDER_OVERRIDE_"
 
@@ -1623,7 +1622,7 @@ def set_provider_if_not_exists(self, service: str, provider: str) -> None:
     def set_provider(self, service: str, provider: str):
         self._provider_config[service] = provider
 
-    def bulk_set_provider_if_not_exists(self, services: List[str], provider: str):
+    def bulk_set_provider_if_not_exists(self, services: list[str], provider: str):
         for service in services:
             self.set_provider_if_not_exists(service, provider)
 
diff --git a/localstack-core/localstack/deprecations.py b/localstack-core/localstack/deprecations.py
index 1690ca227d878..b9713f06d23e5 100644
--- a/localstack-core/localstack/deprecations.py
+++ b/localstack-core/localstack/deprecations.py
@@ -1,8 +1,8 @@
 # A simple module to track deprecations over time / versions, and some simple functions guiding the affected users.
 import logging
 import os
+from collections.abc import Callable
 from dataclasses import dataclass
-from typing import Callable, List, Optional
 
 from localstack.utils.analytics import log
 
@@ -329,8 +329,8 @@ def is_affected(self) -> bool:
 
 
 def collect_affected_deprecations(
-    deprecations: Optional[List[EnvVarDeprecation]] = None,
-) -> List[EnvVarDeprecation]:
+    deprecations: list[EnvVarDeprecation] | None = None,
+) -> list[EnvVarDeprecation]:
     """
     Collects all deprecations which are used in the OS environ.
     :param deprecations: List of deprecations to check. Uses DEPRECATIONS list by default.
@@ -341,7 +341,7 @@ def collect_affected_deprecations(
     return [deprecation for deprecation in deprecations if deprecation.is_affected]
 
 
-def log_env_warning(deprecations: List[EnvVarDeprecation]) -> None:
+def log_env_warning(deprecations: list[EnvVarDeprecation]) -> None:
     """
     Logs warnings for the given deprecations.
     :param deprecations: list of affected deprecations to show a warning for
@@ -368,7 +368,7 @@ def log_env_warning(deprecations: List[EnvVarDeprecation]) -> None:
         log.event(event="deprecated_env_usage", payload={"deprecated_env_vars": env_vars})
 
 
-def log_deprecation_warnings(deprecations: Optional[List[EnvVarDeprecation]] = None) -> None:
+def log_deprecation_warnings(deprecations: list[EnvVarDeprecation] | None = None) -> None:
     affected_deprecations = collect_affected_deprecations(deprecations)
     log_env_warning(affected_deprecations)
 
diff --git a/localstack-core/localstack/dev/run/__main__.py b/localstack-core/localstack/dev/run/__main__.py
index 35cf02b953f8d..e3bb8f163ae46 100644
--- a/localstack-core/localstack/dev/run/__main__.py
+++ b/localstack-core/localstack/dev/run/__main__.py
@@ -1,6 +1,6 @@
 import dataclasses
 import os
-from typing import Iterable, Tuple
+from collections.abc import Iterable
 
 import click
 from rich.rule import Rule
@@ -133,9 +133,9 @@ def run(
     mount_dependencies: bool = False,
     mount_entrypoints: bool = False,
     mount_docker_socket: bool = True,
-    env: Tuple = (),
-    volume: Tuple = (),
-    publish: Tuple = (),
+    env: tuple = (),
+    volume: tuple = (),
+    publish: tuple = (),
     entrypoint: str = None,
     network: str = None,
     local_packages: list[str] | None = None,
diff --git a/localstack-core/localstack/dev/run/paths.py b/localstack-core/localstack/dev/run/paths.py
index 963a03cdbcdee..00c7c647fc424 100644
--- a/localstack-core/localstack/dev/run/paths.py
+++ b/localstack-core/localstack/dev/run/paths.py
@@ -1,8 +1,8 @@
 """Utilities to resolve important paths on the host and in the container."""
 
 import os
+from collections.abc import Callable
 from pathlib import Path
-from typing import Callable, Optional, Union
 
 
 class HostPaths:
@@ -20,9 +20,9 @@ class HostPaths:
 
     def __init__(
         self,
-        workspace_dir: Union[os.PathLike, str] = None,
-        volume_dir: Union[os.PathLike, str] = None,
-        venv_dir: Union[os.PathLike, str] = None,
+        workspace_dir: os.PathLike | str = None,
+        volume_dir: os.PathLike | str = None,
+        venv_dir: os.PathLike | str = None,
     ):
         self.workspace_dir = Path(workspace_dir or os.path.abspath(os.path.join(os.getcwd(), "..")))
         self.localstack_project_dir = self.workspace_dir / "localstack"
@@ -72,7 +72,7 @@ class ContainerPaths:
     docker_entrypoint: str = "/usr/local/bin/docker-entrypoint.sh"
     localstack_supervisor: str = "/usr/local/bin/localstack-supervisor"
     localstack_source_dir: str
-    localstack_pro_source_dir: Optional[str]
+    localstack_pro_source_dir: str | None
 
     def dependency_source(self, name: str) -> str:
         """Returns path of the given source dependency in the site-packages directory."""
diff --git a/localstack-core/localstack/dns/models.py b/localstack-core/localstack/dns/models.py
index 6df70bf6e0d86..99e57efd7553e 100644
--- a/localstack-core/localstack/dns/models.py
+++ b/localstack-core/localstack/dns/models.py
@@ -1,6 +1,7 @@
 import dataclasses
+from collections.abc import Callable
 from enum import Enum, auto
-from typing import Callable, Protocol
+from typing import Protocol
 
 
 class RecordType(Enum):
diff --git a/localstack-core/localstack/dns/server.py b/localstack-core/localstack/dns/server.py
index f32d81292c75e..c7d5cb8154d9e 100644
--- a/localstack-core/localstack/dns/server.py
+++ b/localstack-core/localstack/dns/server.py
@@ -5,12 +5,13 @@
 import re
 import textwrap
 import threading
+from collections.abc import Iterable
 from datetime import datetime
 from functools import cache
 from ipaddress import IPv4Address, IPv4Interface
 from pathlib import Path
 from socket import AddressFamily
-from typing import Iterable, Literal, Tuple
+from typing import Literal
 
 import psutil
 from cachetools import TTLCache, cached
@@ -90,7 +91,7 @@
 
 # Type of the value given by DNSHandler.client_address
 # in the form (ip, port) e.g. ("127.0.0.1", 58291)
-ClientAddress = Tuple[str, int]
+ClientAddress = tuple[str, int]
 
 psutil_cache = TTLCache(maxsize=100, ttl=10)
 
diff --git a/localstack-core/localstack/http/dispatcher.py b/localstack-core/localstack/http/dispatcher.py
index 308450fbd3296..6568080f1fa3a 100644
--- a/localstack-core/localstack/http/dispatcher.py
+++ b/localstack-core/localstack/http/dispatcher.py
@@ -1,5 +1,4 @@
 from json import JSONEncoder
-from typing import Type
 
 from rolo.routing.handler import Handler, ResultValue
 from rolo.routing.handler import handler_dispatcher as _handler_dispatcher
@@ -14,7 +13,7 @@
 ]
 
 
-def handler_dispatcher(json_encoder: Type[JSONEncoder] = None) -> Dispatcher[Handler]:
+def handler_dispatcher(json_encoder: type[JSONEncoder] = None) -> Dispatcher[Handler]:
     """
     Replacement for ``rolo.dispatcher.handler_dispatcher`` that uses by default LocalStack's CustomEncoder for
     serializing JSON documents.
diff --git a/localstack-core/localstack/http/response.py b/localstack-core/localstack/http/response.py
index 66863c147d370..c0d9285601669 100644
--- a/localstack-core/localstack/http/response.py
+++ b/localstack-core/localstack/http/response.py
@@ -1,5 +1,5 @@
 from json import JSONEncoder
-from typing import Any, Type
+from typing import Any
 
 from rolo import Response as RoloResponse
 
@@ -11,7 +11,7 @@ class Response(RoloResponse):
     An HTTP Response object, which simply extends werkzeug's Response object with a few convenience methods.
     """
 
-    def set_json(self, doc: Any, cls: Type[JSONEncoder] = CustomEncoder):
+    def set_json(self, doc: Any, cls: type[JSONEncoder] = CustomEncoder):
         """
         Serializes the given dictionary using localstack's ``CustomEncoder`` into a json response, and sets the
         mimetype automatically to ``application/json``.
diff --git a/localstack-core/localstack/http/router.py b/localstack-core/localstack/http/router.py
index da3bcdfe043c0..ffa46e31280db 100644
--- a/localstack-core/localstack/http/router.py
+++ b/localstack-core/localstack/http/router.py
@@ -1,6 +1,6 @@
+from collections.abc import Mapping
 from typing import (
     Any,
-    Mapping,
     TypeVar,
 )
 
diff --git a/localstack-core/localstack/http/trace.py b/localstack-core/localstack/http/trace.py
index 7d52b9ebf36dc..e15c6b2caf004 100644
--- a/localstack-core/localstack/http/trace.py
+++ b/localstack-core/localstack/http/trace.py
@@ -2,7 +2,8 @@
 import inspect
 import logging
 import time
-from typing import Any, Callable
+from collections.abc import Callable
+from typing import Any
 
 from rolo import Response
 from rolo.gateway import ExceptionHandler, Handler, HandlerChain, RequestContext
diff --git a/localstack-core/localstack/logging/format.py b/localstack-core/localstack/logging/format.py
index 5f308e34d9ecf..1c6a2c37cac02 100644
--- a/localstack-core/localstack/logging/format.py
+++ b/localstack-core/localstack/logging/format.py
@@ -3,7 +3,7 @@
 import logging
 import re
 from functools import lru_cache
-from typing import Any, Dict
+from typing import Any
 
 from localstack.utils.numbers import format_bytes
 from localstack.utils.strings import to_bytes
@@ -173,8 +173,8 @@ class AwsTraceLoggingFormatter(TraceLoggingFormatter):
     def __init__(self):
         super().__init__()
 
-    def _copy_service_dict(self, service_dict: Dict) -> Dict:
-        if not isinstance(service_dict, Dict):
+    def _copy_service_dict(self, service_dict: dict) -> dict:
+        if not isinstance(service_dict, dict):
             return service_dict
         result = {}
         for key, value in service_dict.items():
diff --git a/localstack-core/localstack/packages/api.py b/localstack-core/localstack/packages/api.py
index bcc8add9577c5..04d50b0012f87 100644
--- a/localstack-core/localstack/packages/api.py
+++ b/localstack-core/localstack/packages/api.py
@@ -6,7 +6,7 @@
 from enum import Enum
 from inspect import getmodule
 from threading import RLock
-from typing import Any, Callable, Generic, List, Optional, ParamSpec, TypeVar
+from typing import Any, Callable, Generic, Optional, ParamSpec, TypeVar
 
 from plux import Plugin, PluginManager, PluginSpec  # type: ignore
 
@@ -219,7 +219,7 @@ def install(self, version: str | None = None, target: Optional[InstallTarget] =
         """
         self.get_installer(version).install(target)
 
-    @functools.lru_cache()
+    @functools.lru_cache
     def get_installer(self, version: str | None = None) -> T:
         """
         Returns the installer instance for a specific version of the package.
@@ -237,7 +237,7 @@ def get_installer(self, version: str | None = None) -> T:
             raise NoSuchVersionException(package=self.name, version=version)
         return self._get_installer(version)
 
-    def get_versions(self) -> List[str]:
+    def get_versions(self) -> list[str]:
         """
         :return: List of all versions available for this package.
         """
@@ -262,7 +262,7 @@ class MultiPackageInstaller(PackageInstaller):
     PackageInstaller implementation which composes of multiple package installers.
     """
 
-    def __init__(self, name: str, version: str, package_installer: List[PackageInstaller]):
+    def __init__(self, name: str, version: str, package_installer: list[PackageInstaller]):
         """
         :param name: of the (multi-)package installer
         :param version: of this (multi-)package installer
@@ -317,7 +317,7 @@ def __init__(
         self,
         name: str,
         scope: str,
-        get_package: Callable[[], Package[PackageInstaller] | List[Package[PackageInstaller]]],
+        get_package: Callable[[], Package[PackageInstaller] | list[Package[PackageInstaller]]],
         should_load: Callable[[], bool] | None = None,
     ) -> None:
         super().__init__()
diff --git a/localstack-core/localstack/packages/core.py b/localstack-core/localstack/packages/core.py
index 40844a88ad9db..fcc9ed180e19b 100644
--- a/localstack-core/localstack/packages/core.py
+++ b/localstack-core/localstack/packages/core.py
@@ -4,7 +4,7 @@
 from abc import ABC
 from functools import lru_cache
 from sys import version_info
-from typing import Any, Optional, Tuple
+from typing import Any, Optional
 
 import requests
 
@@ -190,7 +190,7 @@ def __init__(self, name: str, tag: str, github_slug: str):
             f"https://api.github.com/repos/{github_slug}/releases/tags/{self.version}"
         )
 
-    @lru_cache()
+    @lru_cache
     def _get_download_url(self) -> str:
         asset_name = self._get_github_asset_name()
         # try to use a token when calling the GH API for increased API rate limits
@@ -404,7 +404,7 @@ def _install(self, target: InstallTarget) -> None:
         super()._install(target)
 
 
-def parse_maven_package_url(package_url: str) -> Tuple[str, str, str]:
+def parse_maven_package_url(package_url: str) -> tuple[str, str, str]:
     """Example: parse_maven_package_url("pkg:maven/software.amazon.event.ruler/event-ruler@1.7.3")
     -> software.amazon.event.ruler, event-ruler, 1.7.3
     """
diff --git a/localstack-core/localstack/packages/debugpy.py b/localstack-core/localstack/packages/debugpy.py
index dd24abfbbbf21..a31a08f5725fc 100644
--- a/localstack-core/localstack/packages/debugpy.py
+++ b/localstack-core/localstack/packages/debugpy.py
@@ -1,5 +1,3 @@
-from typing import List
-
 from localstack.packages import InstallTarget, Package, PackageInstaller
 from localstack.utils.run import run
 
@@ -8,7 +6,7 @@ class DebugPyPackage(Package["DebugPyPackageInstaller"]):
     def __init__(self) -> None:
         super().__init__("DebugPy", "latest")
 
-    def get_versions(self) -> List[str]:
+    def get_versions(self) -> list[str]:
         return ["latest"]
 
     def _get_installer(self, version: str) -> "DebugPyPackageInstaller":
diff --git a/localstack-core/localstack/packages/ffmpeg.py b/localstack-core/localstack/packages/ffmpeg.py
index 230d114347b68..a503016754803 100644
--- a/localstack-core/localstack/packages/ffmpeg.py
+++ b/localstack-core/localstack/packages/ffmpeg.py
@@ -1,5 +1,4 @@
 import os
-from typing import List
 
 from localstack.packages import Package
 from localstack.packages.core import ArchiveDownloadAndExtractInstaller
@@ -21,7 +20,7 @@ def __init__(self) -> None:
     def _get_installer(self, version: str) -> "FfmpegPackageInstaller":
         return FfmpegPackageInstaller(version)
 
-    def get_versions(self) -> List[str]:
+    def get_versions(self) -> list[str]:
         return ["7.1"]
 
 
diff --git a/localstack-core/localstack/packages/java.py b/localstack-core/localstack/packages/java.py
index da0ef0110c348..af128efe454da 100644
--- a/localstack-core/localstack/packages/java.py
+++ b/localstack-core/localstack/packages/java.py
@@ -1,6 +1,5 @@
 import logging
 import os
-from typing import List
 
 import requests
 
@@ -198,7 +197,7 @@ class JavaPackage(Package[JavaPackageInstaller]):
     def __init__(self, default_version: str = DEFAULT_JAVA_VERSION):
         super().__init__(name="Java", default_version=default_version)
 
-    def get_versions(self) -> List[str]:
+    def get_versions(self) -> list[str]:
         return list(JAVA_VERSIONS.keys())
 
     def _get_installer(self, version: str) -> JavaPackageInstaller:
diff --git a/localstack-core/localstack/packages/terraform.py b/localstack-core/localstack/packages/terraform.py
index 2a5da95b8472a..5d5ad321e0a61 100644
--- a/localstack-core/localstack/packages/terraform.py
+++ b/localstack-core/localstack/packages/terraform.py
@@ -1,6 +1,5 @@
 import os
 import platform
-from typing import List
 
 from localstack.packages import InstallTarget, Package
 from localstack.packages.core import ArchiveDownloadAndExtractInstaller
@@ -20,7 +19,7 @@ class TerraformPackage(Package["TerraformPackageInstaller"]):
     def __init__(self) -> None:
         super().__init__("Terraform", TERRAFORM_VERSION)
 
-    def get_versions(self) -> List[str]:
+    def get_versions(self) -> list[str]:
         return [TERRAFORM_VERSION]
 
     def _get_installer(self, version: str) -> "TerraformPackageInstaller":
diff --git a/localstack-core/localstack/runtime/init.py b/localstack-core/localstack/runtime/init.py
index e9b2f97dccf9e..d1398c3840430 100644
--- a/localstack-core/localstack/runtime/init.py
+++ b/localstack-core/localstack/runtime/init.py
@@ -7,7 +7,6 @@
 import time
 from enum import Enum
 from functools import cached_property
-from typing import Dict, List, Optional
 
 from plux import Plugin, PluginManager
 
@@ -109,7 +108,7 @@ def run(self, path: str) -> None:
 
 
 class InitScriptManager:
-    _stage_directories: Dict[Stage, str] = {
+    _stage_directories: dict[Stage, str] = {
         Stage.BOOT: "boot.d",
         Stage.START: "start.d",
         Stage.READY: "ready.d",
@@ -117,7 +116,7 @@ class InitScriptManager:
     }
 
     script_root: str
-    stage_completed: Dict[Stage, bool]
+    stage_completed: dict[Stage, bool]
 
     def __init__(self, script_root: str):
         self.script_root = script_root
@@ -125,10 +124,10 @@ def __init__(self, script_root: str):
         self.runner_manager: PluginManager[ScriptRunner] = PluginManager(ScriptRunner.namespace)
 
     @cached_property
-    def scripts(self) -> Dict[Stage, List[Script]]:
+    def scripts(self) -> dict[Stage, list[Script]]:
         return self._find_scripts()
 
-    def get_script_runner(self, script_file: str) -> Optional[ScriptRunner]:
+    def get_script_runner(self, script_file: str) -> ScriptRunner | None:
         runners = self.runner_manager.load_all()
         for runner in runners:
             if runner.should_run(script_file):
@@ -138,7 +137,7 @@ def get_script_runner(self, script_file: str) -> Optional[ScriptRunner]:
     def has_script_runner(self, script_file: str) -> bool:
         return self.get_script_runner(script_file) is not None
 
-    def run_stage(self, stage: Stage) -> List[Script]:
+    def run_stage(self, stage: Stage) -> list[Script]:
         """
         Runs all scripts in the given stage.
 
@@ -188,7 +187,7 @@ def run_stage(self, stage: Stage) -> List[Script]:
 
         return scripts
 
-    def _find_scripts(self) -> Dict[Stage, List[Script]]:
+    def _find_scripts(self) -> dict[Stage, list[Script]]:
         scripts = {}
 
         if self.script_root is None:
diff --git a/localstack-core/localstack/runtime/shutdown.py b/localstack-core/localstack/runtime/shutdown.py
index a64dab86ef930..6d9cfb5e094b6 100644
--- a/localstack-core/localstack/runtime/shutdown.py
+++ b/localstack-core/localstack/runtime/shutdown.py
@@ -1,5 +1,6 @@
 import logging
-from typing import Any, Callable
+from collections.abc import Callable
+from typing import Any
 
 from localstack.runtime import hooks
 from localstack.utils.functions import call_safe
diff --git a/localstack-core/localstack/services/apigateway/exporter.py b/localstack-core/localstack/services/apigateway/exporter.py
index 0706e794c1651..c0fdc0b456a9e 100644
--- a/localstack-core/localstack/services/apigateway/exporter.py
+++ b/localstack-core/localstack/services/apigateway/exporter.py
@@ -1,6 +1,5 @@
 import abc
 import json
-from typing import Type
 
 from apispec import APISpec
 
@@ -320,7 +319,7 @@ def export(
 
 
 class OpenApiExporter:
-    exporters: dict[str, Type[_BaseOpenApiExporter]]
+    exporters: dict[str, type[_BaseOpenApiExporter]]
 
     def __init__(self):
         self.exporters = {"swagger": _OpenApiSwaggerExporter, "oas30": _OpenApiOAS30Exporter}
diff --git a/localstack-core/localstack/services/apigateway/helpers.py b/localstack-core/localstack/services/apigateway/helpers.py
index 8e69a9218e6e2..385aae2b02c81 100644
--- a/localstack-core/localstack/services/apigateway/helpers.py
+++ b/localstack-core/localstack/services/apigateway/helpers.py
@@ -3,7 +3,7 @@
 import hashlib
 import json
 import logging
-from typing import List, Optional, TypedDict, Union
+from typing import TypedDict
 from urllib import parse as urlparse
 
 from jsonpatch import apply_patch
@@ -93,7 +93,7 @@ class OpenAPIExt:
 
 class AuthorizerConfig(TypedDict):
     authorizer: Authorizer
-    authorization_scopes: Optional[list[str]]
+    authorization_scopes: list[str] | None
 
 
 # TODO: make the CRUD operations in this file generic for the different model types (authorizes, validators, ...)
@@ -198,11 +198,11 @@ def _resolve_refpath(self, refpath: str) -> dict:
 
             return cur
 
-    def _namespaced_resolution(self, namespace: str, data: Union[dict, list]) -> Union[dict, list]:
+    def _namespaced_resolution(self, namespace: str, data: dict | list) -> dict | list:
         with self._pathctx(namespace):
             return self._resolve_references(data)
 
-    def _resolve_references(self, data) -> Union[dict, list]:
+    def _resolve_references(self, data) -> dict | list:
         if self._is_ref(data):
             return self._resolve_refpath(data["$ref"])
 
@@ -578,7 +578,7 @@ def create_authorizers(security_schemes: dict) -> None:
 
             authorizers[security_scheme_name] = authorizer
 
-    def get_authorizer(path_payload: dict) -> Optional[AuthorizerConfig]:
+    def get_authorizer(path_payload: dict) -> AuthorizerConfig | None:
         if not (security_schemes := path_payload.get("security")):
             return None
 
@@ -605,7 +605,7 @@ def get_or_create_path(abs_path: str, base_path: str):
         rel_path = abs_path.removeprefix(base_path)
         return add_path_methods(rel_path, parts, parent_id=parent_id)
 
-    def add_path_methods(rel_path: str, parts: List[str], parent_id=""):
+    def add_path_methods(rel_path: str, parts: list[str], parent_id=""):
         rel_path = rel_path or "/"
         child_id = ApigwResourceIdentifier(account_id, region_name, parent_id, rel_path).generate()
 
diff --git a/localstack-core/localstack/services/apigateway/legacy/context.py b/localstack-core/localstack/services/apigateway/legacy/context.py
index 37b9725f3feb8..9c6e75b424a8d 100644
--- a/localstack-core/localstack/services/apigateway/legacy/context.py
+++ b/localstack-core/localstack/services/apigateway/legacy/context.py
@@ -1,7 +1,7 @@
 import base64
 import json
 from enum import Enum
-from typing import Any, Dict, List, Optional, Union
+from typing import Any
 
 from responses import Response
 
@@ -10,7 +10,7 @@
 from localstack.utils.strings import short_uid, to_str
 
 # type definition for data parameters (i.e., invocation payloads)
-InvocationPayload = Union[Dict, str, bytes]
+InvocationPayload = dict | str | bytes
 
 
 class ApiGatewayVersion(Enum):
@@ -25,15 +25,15 @@ class ApiInvocationContext:
     method: str
     path: str
     data: InvocationPayload
-    headers: Dict[str, str]
+    headers: dict[str, str]
 
     # raw URI (including query string) retired from werkzeug "RAW_URI" environment variable
     raw_uri: str
 
     # invocation context
-    context: Dict[str, Any]
+    context: dict[str, Any]
     # authentication info for this invocation
-    auth_context: Dict[str, Any]
+    auth_context: dict[str, Any]
 
     # target API/resource details extracted from the invocation
     apigw_version: ApiGatewayVersion
@@ -43,24 +43,24 @@ class ApiInvocationContext:
     region_name: str
     # resource path, including any path parameter placeholders (e.g., "/my/path/{id}")
     resource_path: str
-    integration: Dict
-    resource: Dict
+    integration: dict
+    resource: dict
     # Invocation path with query string, e.g., "/my/path?test". Defaults to "path", can be used
     #  to overwrite the actual API path, in case the path format "../_user_request_/.." is used.
     _path_with_query_string: str
 
     # response templates to be applied to the invocation result
-    response_templates: Dict
+    response_templates: dict
 
-    route: Dict
+    route: dict
     connection_id: str
-    path_params: Dict
+    path_params: dict
 
     # response object
     response: Response
 
     # dict of stage variables (mapping names to values)
-    stage_variables: Dict[str, str]
+    stage_variables: dict[str, str]
 
     # websockets route selection
     ws_route: str
@@ -69,12 +69,12 @@ def __init__(
         self,
         method: str,
         path: str,
-        data: Union[str, bytes],
-        headers: Dict[str, str],
+        data: str | bytes,
+        headers: dict[str, str],
         api_id: str = None,
         stage: str = None,
-        context: Dict[str, Any] = None,
-        auth_context: Dict[str, Any] = None,
+        context: dict[str, Any] = None,
+        auth_context: dict[str, Any] = None,
     ):
         self.method = method
         self._path = path
@@ -109,7 +109,7 @@ def path(self, new_path: str):
         self._path = new_path
 
     @property
-    def resource_id(self) -> Optional[str]:
+    def resource_id(self) -> str | None:
         return (self.resource or {}).get("id")
 
     @property
@@ -130,18 +130,18 @@ def path_with_query_string(self, new_path: str):
             new_path = "/" + new_path.lstrip("/")
         self._path_with_query_string = new_path
 
-    def query_params(self) -> Dict[str, str]:
+    def query_params(self) -> dict[str, str]:
         """Extract the query parameters from the target URL or path in this request context."""
         query_string = self.path_with_query_string.partition("?")[2]
         return parse_query_string(query_string)
 
     @property
-    def integration_uri(self) -> Optional[str]:
+    def integration_uri(self) -> str | None:
         integration = self.integration or {}
         return integration.get("uri") or integration.get("integrationUri")
 
     @property
-    def auth_identity(self) -> Optional[Dict]:
+    def auth_identity(self) -> dict | None:
         if isinstance(self.auth_context, dict):
             if self.auth_context.get("identity") is None:
                 self.auth_context["identity"] = {}
@@ -153,7 +153,7 @@ def authorizer_type(self) -> str:
             return self.auth_context.get("authorizer_type") if self.auth_context else None
 
     @property
-    def authorizer_result(self) -> Dict[str, Any]:
+    def authorizer_result(self) -> dict[str, Any]:
         if isinstance(self.auth_context, dict):
             return self.auth_context.get("authorizer") if self.auth_context else {}
 
@@ -165,7 +165,7 @@ def is_v1(self) -> bool:
         """Whether this is an API Gateway v1 request"""
         return self.apigw_version == ApiGatewayVersion.V1
 
-    def cookies(self) -> Optional[List[str]]:
+    def cookies(self) -> list[str] | None:
         if cookies := self.headers.get("cookie") or "":
             return list(cookies.split(";"))
         return None
diff --git a/localstack-core/localstack/services/apigateway/legacy/helpers.py b/localstack-core/localstack/services/apigateway/legacy/helpers.py
index 62a91a32e78b0..00a32802a897d 100644
--- a/localstack-core/localstack/services/apigateway/legacy/helpers.py
+++ b/localstack-core/localstack/services/apigateway/legacy/helpers.py
@@ -3,8 +3,8 @@
 import re
 import time
 from collections import defaultdict
-from datetime import datetime, timezone
-from typing import Any, Dict, List, Optional, Tuple, TypedDict, Union
+from datetime import UTC, datetime
+from typing import Any, TypedDict
 from urllib import parse as urlparse
 
 from botocore.utils import InvalidArnException
@@ -90,7 +90,7 @@ def resolve(self, context: ApiInvocationContext) -> IntegrationParameters:
 
         :return: IntegrationParameters
         """
-        method_request_params: Dict[str, Any] = self.method_request_dict(context)
+        method_request_params: dict[str, Any] = self.method_request_dict(context)
 
         # requestParameters: {
         #     "integration.request.path.pathParam": "method.request.header.Content-Type"
@@ -128,13 +128,13 @@ def resolve(self, context: ApiInvocationContext) -> IntegrationParameters:
 
         return result
 
-    def method_request_dict(self, context: ApiInvocationContext) -> Dict[str, Any]:
+    def method_request_dict(self, context: ApiInvocationContext) -> dict[str, Any]:
         """
         Build a dict with all method request parameters and their values.
         :return: dict with all method request parameters and their values,
         and all keys in lowercase
         """
-        params: Dict[str, str] = {}
+        params: dict[str, str] = {}
 
         # TODO: add support for multi-values headers and multi-values querystring
 
@@ -183,7 +183,7 @@ def method_request_dict(self, context: ApiInvocationContext) -> Dict[str, Any]:
 
 
 class ResponseParametersResolver:
-    def resolve(self, context: ApiInvocationContext) -> Dict[str, str]:
+    def resolve(self, context: ApiInvocationContext) -> dict[str, str]:
         """
         Resolve integration response parameters into method response parameters.
         Integration response parameters can map header, body,
@@ -191,7 +191,7 @@ def resolve(self, context: ApiInvocationContext) -> Dict[str, str]:
 
         :return: dict with all method response parameters and their values
         """
-        integration_request_params: Dict[str, Any] = self.integration_request_dict(context)
+        integration_request_params: dict[str, Any] = self.integration_request_dict(context)
 
         # "responseParameters" : {
         #     "method.response.header.Location" : "integration.response.body.redirect.url",
@@ -213,7 +213,7 @@ def resolve(self, context: ApiInvocationContext) -> Dict[str, str]:
                 method_parameters[k] = v.replace("'", "")
 
         # build the integration parameters
-        result: Dict[str, str] = {}
+        result: dict[str, str] = {}
         for k, v in method_parameters.items():
             # headers
             if k.startswith("method.response.header."):
@@ -222,8 +222,8 @@ def resolve(self, context: ApiInvocationContext) -> Dict[str, str]:
 
         return result
 
-    def integration_request_dict(self, context: ApiInvocationContext) -> Dict[str, Any]:
-        params: Dict[str, str] = {}
+    def integration_request_dict(self, context: ApiInvocationContext) -> dict[str, Any]:
+        params: dict[str, str] = {}
 
         for k, v in context.headers.items():
             params[f"integration.request.header.{k}"] = v
@@ -293,7 +293,7 @@ def is_test_invoke_method(method, path):
     return method == "POST" and bool(re.match(PATH_REGEX_TEST_INVOKE_API, path))
 
 
-def get_stage_variables(context: ApiInvocationContext) -> Optional[Dict[str, str]]:
+def get_stage_variables(context: ApiInvocationContext) -> dict[str, str] | None:
     if is_test_invoke_method(context.method, context.path):
         return None
 
@@ -316,7 +316,7 @@ def tokenize_path(path):
     return path.lstrip("/").split("/")
 
 
-def extract_path_params(path: str, extracted_path: str) -> Dict[str, str]:
+def extract_path_params(path: str, extracted_path: str) -> dict[str, str]:
     tokenized_extracted_path = tokenize_path(extracted_path)
     # Looks for '{' in the tokenized extracted path
     path_params_list = [(i, v) for i, v in enumerate(tokenized_extracted_path) if "{" in v]
@@ -335,7 +335,7 @@ def extract_path_params(path: str, extracted_path: str) -> Dict[str, str]:
     return path_params
 
 
-def extract_query_string_params(path: str) -> Tuple[str, Dict[str, str]]:
+def extract_query_string_params(path: str) -> tuple[str, dict[str, str]]:
     parsed_path = urlparse.urlparse(path)
     if not path.startswith("//"):
         path = parsed_path.path
@@ -411,8 +411,8 @@ def get_rest_api_paths(account_id: str, region_name: str, rest_api_id: str):
 #  -method-request.html
 #  https://docs.aws.amazon.com/apigateway/latest/developerguide/http-api-develop-routes.html
 def get_resource_for_path(
-    path: str, method: str, path_map: Dict[str, Dict]
-) -> tuple[Optional[str], Optional[dict]]:
+    path: str, method: str, path_map: dict[str, dict]
+) -> tuple[str | None, dict | None]:
     matches = []
     # creates a regex from the input path if there are parameters, e.g /foo/{bar}/baz -> /foo/[
     # ^\]+/baz, otherwise is a direct match.
@@ -528,7 +528,7 @@ def connect_api_gateway_to_sqs(gateway_name, stage_name, queue_arn, path, accoun
 
 def get_target_resource_details(
     invocation_context: ApiInvocationContext,
-) -> Tuple[Optional[str], Optional[dict]]:
+) -> tuple[str | None, dict | None]:
     """Look up and return the API GW resource (path pattern + resource dict) for the given invocation context."""
     path_map = get_rest_api_paths(
         account_id=invocation_context.account_id,
@@ -557,7 +557,7 @@ def get_target_resource_details(
         return None, None
 
 
-def get_target_resource_method(invocation_context: ApiInvocationContext) -> Optional[Dict]:
+def get_target_resource_method(invocation_context: ApiInvocationContext) -> dict | None:
     """Look up and return the API GW resource method for the given invocation context."""
     _, resource = get_target_resource_details(invocation_context)
     if not resource:
@@ -614,7 +614,7 @@ def get_event_request_context(invocation_context: ApiInvocationContext):
         },
         "httpMethod": method,
         "protocol": "HTTP/1.1",
-        "requestTime": datetime.now(timezone.utc).strftime(REQUEST_TIME_DATE_FORMAT),
+        "requestTime": datetime.now(UTC).strftime(REQUEST_TIME_DATE_FORMAT),
         "requestTimeEpoch": int(time.time() * 1000),
         "authorizer": {},
     }
@@ -681,7 +681,7 @@ def set_api_id_stage_invocation_path(
     return invocation_context
 
 
-def get_api_account_id_and_region(api_id: str) -> Tuple[Optional[str], Optional[str]]:
+def get_api_account_id_and_region(api_id: str) -> tuple[str | None, str | None]:
     """Return the region name for the given REST API ID"""
     for account_id, account in apigateway_backends.items():
         for region_name, region in account.items():
@@ -698,7 +698,7 @@ def extract_api_id_from_hostname_in_url(hostname: str) -> str:
     return match.group(1)
 
 
-def multi_value_dict_for_list(elements: Union[List, Dict]) -> Dict:
+def multi_value_dict_for_list(elements: list | dict) -> dict:
     temp_mv_dict = defaultdict(list)
     for key in elements:
         if isinstance(key, (list, tuple)):
diff --git a/localstack-core/localstack/services/apigateway/legacy/integration.py b/localstack-core/localstack/services/apigateway/legacy/integration.py
index 12852fff266af..220ec8c5ed223 100644
--- a/localstack-core/localstack/services/apigateway/legacy/integration.py
+++ b/localstack-core/localstack/services/apigateway/legacy/integration.py
@@ -5,7 +5,7 @@
 from abc import ABC, abstractmethod
 from functools import lru_cache
 from http import HTTPMethod, HTTPStatus
-from typing import Any, Dict
+from typing import Any
 from urllib.parse import urljoin
 
 import requests
@@ -91,7 +91,7 @@ def _create_response(cls, status_code, headers, data=""):
 
     @classmethod
     def apply_request_parameters(
-        cls, integration_params: IntegrationParameters, headers: Dict[str, Any]
+        cls, integration_params: IntegrationParameters, headers: dict[str, Any]
     ):
         for k, v in integration_params.get("headers").items():
             headers.update({k: v})
@@ -569,7 +569,7 @@ def invoke(self, invocation_context: ApiInvocationContext):
         return invocation_context.response
 
     @classmethod
-    def _validate_required_params(cls, request_parameters: Dict[str, Any]) -> None:
+    def _validate_required_params(cls, request_parameters: dict[str, Any]) -> None:
         if not request_parameters:
             raise BadRequestException("Missing required parameters")
         # https://docs.aws.amazon.com/apigateway/latest/developerguide/http-api-develop-integrations-aws-services-reference.html#Kinesis-PutRecord
@@ -588,7 +588,7 @@ def _validate_required_params(cls, request_parameters: Dict[str, Any]) -> None:
 
     def _create_request_parameters(
         self, invocation_context: ApiInvocationContext
-    ) -> Dict[str, Any]:
+    ) -> dict[str, Any]:
         request_parameters = invocation_context.integration.get("requestParameters", {})
         self._validate_required_params(request_parameters)
 
@@ -756,7 +756,7 @@ def invoke(self, invocation_context: ApiInvocationContext):
 
 class HTTPIntegration(BackendIntegration):
     @staticmethod
-    def _set_http_apigw_headers(headers: Dict[str, Any], invocation_context: ApiInvocationContext):
+    def _set_http_apigw_headers(headers: dict[str, Any], invocation_context: ApiInvocationContext):
         del headers["host"]
         headers["x-amzn-apigateway-api-id"] = invocation_context.api_id
         return headers
@@ -902,7 +902,7 @@ def invoke(self, invocation_context: ApiInvocationContext) -> Response:
 
 class StepFunctionIntegration(BackendIntegration):
     @classmethod
-    def _validate_required_params(cls, request_parameters: Dict[str, Any]) -> None:
+    def _validate_required_params(cls, request_parameters: dict[str, Any]) -> None:
         if not request_parameters:
             raise BadRequestException("Missing required parameters")
         # stateMachineArn and input are required
@@ -1065,7 +1065,7 @@ def invoke(self, invocation_context: ApiInvocationContext) -> Response:
 
 # TODO: remove once we migrate all usages to `apply_request_parameters` on BackendIntegration
 def apply_request_parameters(
-    uri: str, integration: Dict[str, Any], path_params: Dict[str, str], query_params: Dict[str, str]
+    uri: str, integration: dict[str, Any], path_params: dict[str, str], query_params: dict[str, str]
 ):
     request_parameters = integration.get("requestParameters")
     uri = uri or integration.get("uri") or integration.get("integrationUri") or ""
diff --git a/localstack-core/localstack/services/apigateway/legacy/router_asf.py b/localstack-core/localstack/services/apigateway/legacy/router_asf.py
index 0664c98c56f20..c786ba4ed2bd8 100644
--- a/localstack-core/localstack/services/apigateway/legacy/router_asf.py
+++ b/localstack-core/localstack/services/apigateway/legacy/router_asf.py
@@ -1,5 +1,5 @@
 import logging
-from typing import Any, Dict
+from typing import Any
 
 from requests.models import Response as RequestsResponse
 from werkzeug.datastructures import Headers
@@ -22,7 +22,7 @@
 # invocation context property decorators and use the url_params directly,
 # something asked for a long time.
 def to_invocation_context(
-    request: Request, url_params: Dict[str, Any] = None
+    request: Request, url_params: dict[str, Any] = None
 ) -> ApiInvocationContext:
     """
     Converts an HTTP Request object into an ApiInvocationContext.
diff --git a/localstack-core/localstack/services/apigateway/legacy/templates.py b/localstack-core/localstack/services/apigateway/legacy/templates.py
index 0ae853981ac02..82df2469f0773 100644
--- a/localstack-core/localstack/services/apigateway/legacy/templates.py
+++ b/localstack-core/localstack/services/apigateway/legacy/templates.py
@@ -3,7 +3,7 @@
 import json
 import logging
 from enum import Enum
-from typing import Any, Dict, Union
+from typing import Any
 from urllib.parse import quote_plus, unquote_plus
 
 import xmltodict
@@ -184,7 +184,7 @@ def __repr__(self):
 class ApiGatewayVtlTemplate(VtlTemplate):
     """Util class for rendering VTL templates with API Gateway specific extensions"""
 
-    def prepare_namespace(self, variables, source: str = APIGW_SOURCE) -> Dict[str, Any]:
+    def prepare_namespace(self, variables, source: str = APIGW_SOURCE) -> dict[str, Any]:
         namespace = super().prepare_namespace(variables, source)
         if stage_var := variables.get("stage_variables") or {}:
             namespace["stageVariables"] = stage_var
@@ -203,7 +203,7 @@ class Templates:
     def __init__(self):
         self.vtl = ApiGatewayVtlTemplate()
 
-    def render(self, api_context: ApiInvocationContext) -> Union[bytes, str]:
+    def render(self, api_context: ApiInvocationContext) -> bytes | str:
         pass
 
     def render_vtl(self, template, variables):
@@ -250,7 +250,7 @@ class RequestTemplates(Templates):
 
     def render(
         self, api_context: ApiInvocationContext, template_key: str = APPLICATION_JSON
-    ) -> Union[bytes, str]:
+    ) -> bytes | str:
         LOG.debug(
             "Method request body before transformations: %s", to_str(api_context.data_as_string())
         )
@@ -278,7 +278,7 @@ class ResponseTemplates(Templates):
     template is used.
     """
 
-    def render(self, api_context: ApiInvocationContext, **kwargs) -> Union[bytes, str]:
+    def render(self, api_context: ApiInvocationContext, **kwargs) -> bytes | str:
         # XXX: keep backwards compatibility until we migrate all integrations to this new classes
         # api_context contains a response object that we want slowly remove from it
         data = kwargs.get("response", "")
diff --git a/localstack-core/localstack/services/apigateway/models.py b/localstack-core/localstack/services/apigateway/models.py
index 44fca6b65ae29..e287210f1a4f3 100644
--- a/localstack-core/localstack/services/apigateway/models.py
+++ b/localstack-core/localstack/services/apigateway/models.py
@@ -1,4 +1,4 @@
-from typing import Any, Dict, List
+from typing import Any
 
 from requests.structures import CaseInsensitiveDict
 
@@ -28,21 +28,21 @@ class RestApiContainer:
     # contains the RestApi dictionary. We're not making use of it yet, still using moto data.
     rest_api: RestApi
     # maps AuthorizerId -> Authorizer
-    authorizers: Dict[str, Authorizer]
+    authorizers: dict[str, Authorizer]
     # maps RequestValidatorId -> RequestValidator
-    validators: Dict[str, RequestValidator]
+    validators: dict[str, RequestValidator]
     # map DocumentationPartId -> DocumentationPart
-    documentation_parts: Dict[str, DocumentationPart]
+    documentation_parts: dict[str, DocumentationPart]
     # map doc version name -> DocumentationVersion
-    documentation_versions: Dict[str, DocumentationVersion]
+    documentation_versions: dict[str, DocumentationVersion]
     # not used yet, still in moto
-    gateway_responses: Dict[GatewayResponseType, GatewayResponse]
+    gateway_responses: dict[GatewayResponseType, GatewayResponse]
     # maps Model name -> Model
-    models: Dict[str, Model]
+    models: dict[str, Model]
     # maps Model name -> resolved dict Model, so we don't need to load the JSON everytime
-    resolved_models: Dict[str, dict]
+    resolved_models: dict[str, dict]
     # maps ResourceId of a Resource to its children ResourceIds
-    resource_children: Dict[str, List[str]]
+    resource_children: dict[str, list[str]]
 
     def __init__(self, rest_api: RestApi):
         self.rest_api = rest_api
@@ -102,25 +102,25 @@ def __init__(
 class ApiGatewayStore(BaseStore):
     # maps (API id) -> RestApiContainer
     # TODO: remove CaseInsensitiveDict, and lower the value of the ID when getting it from the tags
-    rest_apis: Dict[str, RestApiContainer] = LocalAttribute(default=CaseInsensitiveDict)
+    rest_apis: dict[str, RestApiContainer] = LocalAttribute(default=CaseInsensitiveDict)
 
     # account details
-    _account: Dict[str, Any] = LocalAttribute(default=dict)
+    _account: dict[str, Any] = LocalAttribute(default=dict)
 
     # maps (domain_name) -> [path_mappings]
-    base_path_mappings: Dict[str, List[Dict]] = LocalAttribute(default=dict)
+    base_path_mappings: dict[str, list[dict]] = LocalAttribute(default=dict)
 
     # maps ID to VPC link details
-    vpc_links: Dict[str, Dict] = LocalAttribute(default=dict)
+    vpc_links: dict[str, dict] = LocalAttribute(default=dict)
 
     # maps cert ID to client certificate details
-    client_certificates: Dict[str, Dict] = LocalAttribute(default=dict)
+    client_certificates: dict[str, dict] = LocalAttribute(default=dict)
 
     # maps domain name to domain name model
-    domain_names: Dict[str, DomainName] = LocalAttribute(default=dict)
+    domain_names: dict[str, DomainName] = LocalAttribute(default=dict)
 
     # maps resource ARN to tags
-    TAGS: Dict[str, Dict[str, str]] = CrossRegionAttribute(default=dict)
+    TAGS: dict[str, dict[str, str]] = CrossRegionAttribute(default=dict)
 
     # internal deployments, represents a frozen REST API for a deployment, used in our router
     # TODO: make sure API ID are unique across all accounts
diff --git a/localstack-core/localstack/services/apigateway/next_gen/execute_api/api.py b/localstack-core/localstack/services/apigateway/next_gen/execute_api/api.py
index 843938e0611ed..ec3a932b0a6b1 100644
--- a/localstack-core/localstack/services/apigateway/next_gen/execute_api/api.py
+++ b/localstack-core/localstack/services/apigateway/next_gen/execute_api/api.py
@@ -1,4 +1,4 @@
-from typing import Callable, Type
+from collections.abc import Callable
 
 from rolo import Response
 from rolo.gateway.chain import HandlerChain as RoloHandlerChain
@@ -14,4 +14,4 @@
     None,
 ]
 
-RestApiGatewayHandlerChain: Type[RoloHandlerChain[RestApiInvocationContext]] = RoloHandlerChain
+RestApiGatewayHandlerChain: type[RoloHandlerChain[RestApiInvocationContext]] = RoloHandlerChain
diff --git a/localstack-core/localstack/services/apigateway/next_gen/execute_api/context.py b/localstack-core/localstack/services/apigateway/next_gen/execute_api/context.py
index 9f6be795d9af8..cb6bec52b23d9 100644
--- a/localstack-core/localstack/services/apigateway/next_gen/execute_api/context.py
+++ b/localstack-core/localstack/services/apigateway/next_gen/execute_api/context.py
@@ -1,5 +1,5 @@
 from http import HTTPMethod
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 from rolo import Request
 from rolo.gateway import RequestContext
@@ -14,12 +14,12 @@
 class InvocationRequest(TypedDict, total=False):
     http_method: HTTPMethod
     """HTTP Method of the incoming request"""
-    raw_path: Optional[str]
+    raw_path: str | None
     # TODO: verify if raw_path is needed
     """Raw path of the incoming request with no modification, needed to keep double forward slashes"""
-    path: Optional[str]
+    path: str | None
     """Path of the request with no URL decoding"""
-    path_parameters: Optional[dict[str, str]]
+    path_parameters: dict[str, str] | None
     """Path parameters of the request"""
     query_string_parameters: dict[str, str]
     """Query string parameters of the request"""
@@ -72,48 +72,48 @@ class RestApiInvocationContext(RequestContext):
     This context is going to be used to pass relevant information across an API Gateway invocation.
     """
 
-    deployment: Optional[RestApiDeployment]
+    deployment: RestApiDeployment | None
     """Contains the invoked REST API Resources"""
-    integration: Optional[Integration]
+    integration: Integration | None
     """The Method Integration for the invoked request"""
-    api_id: Optional[str]
+    api_id: str | None
     """The REST API identifier of the invoked API"""
-    stage: Optional[str]
+    stage: str | None
     """The REST API stage name linked to this invocation"""
-    base_path: Optional[str]
+    base_path: str | None
     """The REST API base path mapped to the stage of this invocation"""
-    deployment_id: Optional[str]
+    deployment_id: str | None
     """The REST API deployment linked to this invocation"""
-    region: Optional[str]
+    region: str | None
     """The region the REST API is living in."""
-    account_id: Optional[str]
+    account_id: str | None
     """The account the REST API is living in."""
-    trace_id: Optional[str]
+    trace_id: str | None
     """The X-Ray trace ID for the request."""
-    resource: Optional[Resource]
+    resource: Resource | None
     """The resource the invocation matched"""
-    resource_method: Optional[Method]
+    resource_method: Method | None
     """The method of the resource the invocation matched"""
-    stage_variables: Optional[dict[str, str]]
+    stage_variables: dict[str, str] | None
     """The Stage variables, also used in parameters mapping and mapping templates"""
-    stage_configuration: Optional[Stage]
+    stage_configuration: Stage | None
     """The Stage configuration, containing canary deployment settings"""
-    is_canary: Optional[bool]
+    is_canary: bool | None
     """If the current call was directed to a canary deployment"""
-    context_variables: Optional[ContextVariables]
+    context_variables: ContextVariables | None
     """The $context used in data models, authorizers, mapping templates, and CloudWatch access logging"""
-    context_variable_overrides: Optional[ContextVariableOverrides]
+    context_variable_overrides: ContextVariableOverrides | None
     """requestOverrides and responseOverrides are passed from request templates to response templates but are
     not in the integration context"""
-    logging_context_variables: Optional[LoggingContextVariables]
+    logging_context_variables: LoggingContextVariables | None
     """Additional $context variables available only for access logging, not yet implemented"""
-    invocation_request: Optional[InvocationRequest]
+    invocation_request: InvocationRequest | None
     """Contains the data relative to the invocation request"""
-    integration_request: Optional[IntegrationRequest]
+    integration_request: IntegrationRequest | None
     """Contains the data needed to construct an HTTP request to an Integration"""
-    endpoint_response: Optional[EndpointResponse]
+    endpoint_response: EndpointResponse | None
     """Contains the data returned by an Integration"""
-    invocation_response: Optional[InvocationResponse]
+    invocation_response: InvocationResponse | None
     """Contains the data serialized and to be returned by an invocation"""
 
     def __init__(self, request: Request):
diff --git a/localstack-core/localstack/services/apigateway/next_gen/execute_api/handlers/api_key_validation.py b/localstack-core/localstack/services/apigateway/next_gen/execute_api/handlers/api_key_validation.py
index ba8ada9769f17..1030f21b6c18a 100644
--- a/localstack-core/localstack/services/apigateway/next_gen/execute_api/handlers/api_key_validation.py
+++ b/localstack-core/localstack/services/apigateway/next_gen/execute_api/handlers/api_key_validation.py
@@ -1,5 +1,4 @@
 import logging
-from typing import Optional
 
 from localstack.aws.api.apigateway import ApiKey, ApiKeySourceType, RestApi
 from localstack.http import Response
@@ -56,9 +55,7 @@ def __call__(
         LOG.debug("Updating $context.identity.apiKeyId='%s'", validated_key["id"])
         identity["apiKeyId"] = validated_key["id"]
 
-    def validate_api_key(
-        self, api_key_value, context: RestApiInvocationContext
-    ) -> Optional[ApiKey]:
+    def validate_api_key(self, api_key_value, context: RestApiInvocationContext) -> ApiKey | None:
         api_id = context.api_id
         stage = context.stage
         account_id = context.account_id
@@ -95,7 +92,7 @@ def validate_api_key(
 
     def get_request_api_key(
         self, rest_api: RestApi, request: InvocationRequest, identity: ContextVarsIdentity
-    ) -> Optional[str]:
+    ) -> str | None:
         """https://docs.aws.amazon.com/apigateway/latest/developerguide/api-gateway-api-key-source.html
         The source of the API key for metering requests according to a usage plan.
         Valid values are:
diff --git a/localstack-core/localstack/services/apigateway/next_gen/execute_api/handlers/parse.py b/localstack-core/localstack/services/apigateway/next_gen/execute_api/handlers/parse.py
index 3da898bf8845e..16a2b16a0c179 100644
--- a/localstack-core/localstack/services/apigateway/next_gen/execute_api/handlers/parse.py
+++ b/localstack-core/localstack/services/apigateway/next_gen/execute_api/handlers/parse.py
@@ -2,7 +2,6 @@
 import logging
 import re
 from collections import defaultdict
-from typing import Optional
 from urllib.parse import urlparse
 
 from rolo.request import restore_payload
@@ -178,7 +177,7 @@ def create_context_variables(context: RestApiInvocationContext) -> ContextVariab
         return context_variables
 
     @staticmethod
-    def get_stage_variables(context: RestApiInvocationContext) -> Optional[dict[str, str]]:
+    def get_stage_variables(context: RestApiInvocationContext) -> dict[str, str] | None:
         stage_variables = context.stage_configuration.get("variables")
         if context.is_canary:
             overrides = (
diff --git a/localstack-core/localstack/services/apigateway/next_gen/execute_api/handlers/resource_router.py b/localstack-core/localstack/services/apigateway/next_gen/execute_api/handlers/resource_router.py
index 4dfe6f95dbcbe..f508015f818fd 100644
--- a/localstack-core/localstack/services/apigateway/next_gen/execute_api/handlers/resource_router.py
+++ b/localstack-core/localstack/services/apigateway/next_gen/execute_api/handlers/resource_router.py
@@ -1,7 +1,7 @@
 import logging
+from collections.abc import Iterable
 from functools import cache
 from http import HTTPMethod
-from typing import Iterable
 
 from werkzeug.exceptions import MethodNotAllowed, NotFound
 from werkzeug.routing import Map, MapAdapter, Rule
diff --git a/localstack-core/localstack/services/apigateway/next_gen/execute_api/header_utils.py b/localstack-core/localstack/services/apigateway/next_gen/execute_api/header_utils.py
index 1b1fcbfa3f35a..84c4108665c9a 100644
--- a/localstack-core/localstack/services/apigateway/next_gen/execute_api/header_utils.py
+++ b/localstack-core/localstack/services/apigateway/next_gen/execute_api/header_utils.py
@@ -1,6 +1,6 @@
 import logging
 from collections import defaultdict
-from typing import Iterable
+from collections.abc import Iterable
 
 from werkzeug.datastructures.headers import Headers
 
diff --git a/localstack-core/localstack/services/apigateway/next_gen/execute_api/helpers.py b/localstack-core/localstack/services/apigateway/next_gen/execute_api/helpers.py
index 33999b69ea1a9..403208a84d0fa 100644
--- a/localstack-core/localstack/services/apigateway/next_gen/execute_api/helpers.py
+++ b/localstack-core/localstack/services/apigateway/next_gen/execute_api/helpers.py
@@ -4,7 +4,7 @@
 import re
 import time
 from secrets import token_hex
-from typing import Type, TypedDict
+from typing import TypedDict
 
 from moto.apigateway.models import RestAPI as MotoRestAPI
 
@@ -115,7 +115,7 @@ def get_lambda_function_arn_from_invocation_uri(uri: str) -> str:
     return uri.split("functions/")[1].removesuffix("/invocations")
 
 
-def validate_sub_dict_of_typed_dict(typed_dict: Type[TypedDict], obj: dict) -> bool:
+def validate_sub_dict_of_typed_dict(typed_dict: type[TypedDict], obj: dict) -> bool:
     """
     Validate that the object is a subset off the keys of a given `TypedDict`.
     :param typed_dict: the `TypedDict` blueprint
diff --git a/localstack-core/localstack/services/apigateway/next_gen/execute_api/integrations/aws.py b/localstack-core/localstack/services/apigateway/next_gen/execute_api/integrations/aws.py
index 5e65458ed4ac3..6ad97a1a067bf 100644
--- a/localstack-core/localstack/services/apigateway/next_gen/execute_api/integrations/aws.py
+++ b/localstack-core/localstack/services/apigateway/next_gen/execute_api/integrations/aws.py
@@ -3,7 +3,7 @@
 import logging
 from functools import lru_cache
 from http import HTTPMethod
-from typing import Literal, Optional, TypedDict
+from typing import Literal, TypedDict
 from urllib.parse import urlparse
 
 import requests
@@ -51,11 +51,11 @@
 
 
 class LambdaProxyResponse(TypedDict, total=False):
-    body: Optional[str]
-    statusCode: Optional[int | str]
-    headers: Optional[dict[str, str]]
-    isBase64Encoded: Optional[bool]
-    multiValueHeaders: Optional[dict[str, list[str]]]
+    body: str | None
+    statusCode: int | str | None
+    headers: dict[str, str] | None
+    isBase64Encoded: bool | None
+    multiValueHeaders: dict[str, list[str]] | None
 
 
 class LambdaInputEvent(TypedDict, total=False):
diff --git a/localstack-core/localstack/services/apigateway/next_gen/execute_api/integrations/http.py b/localstack-core/localstack/services/apigateway/next_gen/execute_api/integrations/http.py
index fa0511072c9d1..da60b9d1fa33a 100644
--- a/localstack-core/localstack/services/apigateway/next_gen/execute_api/integrations/http.py
+++ b/localstack-core/localstack/services/apigateway/next_gen/execute_api/integrations/http.py
@@ -1,6 +1,6 @@
 import logging
 from http import HTTPMethod
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import requests
 from werkzeug.datastructures import Headers
@@ -20,16 +20,16 @@
 class SimpleHttpRequest(TypedDict, total=False):
     method: HTTPMethod | str
     url: str
-    params: Optional[dict[str, str | list[str]]]
+    params: dict[str, str | list[str]] | None
     data: bytes
-    headers: Optional[dict[str, str]]
-    cookies: Optional[dict[str, str]]
-    timeout: Optional[int]
-    allow_redirects: Optional[bool]
-    stream: Optional[bool]
-    verify: Optional[bool]
+    headers: dict[str, str] | None
+    cookies: dict[str, str] | None
+    timeout: int | None
+    allow_redirects: bool | None
+    stream: bool | None
+    verify: bool | None
     # TODO: check if there was a situation where we'd pass certs?
-    cert: Optional[str | tuple[str, str]]
+    cert: str | tuple[str, str] | None
 
 
 class BaseRestApiHttpIntegration(RestApiIntegration):
diff --git a/localstack-core/localstack/services/apigateway/next_gen/execute_api/variables.py b/localstack-core/localstack/services/apigateway/next_gen/execute_api/variables.py
index e457c61180353..f51d6b6ab0b86 100644
--- a/localstack-core/localstack/services/apigateway/next_gen/execute_api/variables.py
+++ b/localstack-core/localstack/services/apigateway/next_gen/execute_api/variables.py
@@ -1,4 +1,4 @@
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 
 class ContextVarsAuthorizer(TypedDict, total=False):
@@ -6,9 +6,9 @@ class ContextVarsAuthorizer(TypedDict, total=False):
     # format
 
     # https://docs.aws.amazon.com/apigateway/latest/developerguide/api-gateway-mapping-template-reference.html
-    claims: Optional[dict[str, str]]
+    claims: dict[str, str] | None
     """Claims returned from the Amazon Cognito user pool after the method caller is successfully authenticated"""
-    principalId: Optional[str]
+    principalId: str | None
     """The principal user identification associated with the token sent by the client and returned from an API Gateway Lambda authorizer"""
 
 
@@ -29,38 +29,38 @@ class ContextVarsIdentityClientCert(TypedDict, total=False):
 
 class ContextVarsIdentity(TypedDict, total=False):
     # https://docs.aws.amazon.com/apigateway/latest/developerguide/api-gateway-mapping-template-reference.html
-    accountId: Optional[str]
+    accountId: str | None
     """The AWS account ID associated with the request."""
-    accessKey: Optional[str]
+    accessKey: str | None
     """The AWS access key associated with the request."""
-    apiKey: Optional[str]
+    apiKey: str | None
     """For API methods that require an API key, this variable is the API key associated with the method request."""
-    apiKeyId: Optional[str]
+    apiKeyId: str | None
     """The API key ID associated with an API request that requires an API key."""
-    caller: Optional[str]
+    caller: str | None
     """The principal identifier of the caller that signed the request. Supported for resources that use IAM authorization."""
-    cognitoAuthenticationProvider: Optional[str]
+    cognitoAuthenticationProvider: str | None
     """A comma-separated list of the Amazon Cognito authentication providers used by the caller making the request"""
-    cognitoAuthenticationType: Optional[str]
+    cognitoAuthenticationType: str | None
     """The Amazon Cognito authentication type of the caller making the request"""
-    cognitoIdentityId: Optional[str]
+    cognitoIdentityId: str | None
     """The Amazon Cognito identity ID of the caller making the request"""
-    cognitoIdentityPoolId: Optional[str]
+    cognitoIdentityPoolId: str | None
     """The Amazon Cognito identity pool ID of the caller making the request"""
-    principalOrgId: Optional[str]
+    principalOrgId: str | None
     """The AWS organization ID."""
-    sourceIp: Optional[str]
+    sourceIp: str | None
     """The source IP address of the immediate TCP connection making the request to the API Gateway endpoint"""
     clientCert: ContextVarsIdentityClientCert
-    vpcId: Optional[str]
+    vpcId: str | None
     """The VPC ID of the VPC making the request to the API Gateway endpoint."""
-    vpceId: Optional[str]
+    vpceId: str | None
     """The VPC endpoint ID of the VPC endpoint making the request to the API Gateway endpoint."""
-    user: Optional[str]
+    user: str | None
     """The principal identifier of the user that will be authorized against resource access for resources that use IAM authorization."""
-    userAgent: Optional[str]
+    userAgent: str | None
     """The User-Agent header of the API caller."""
-    userArn: Optional[str]
+    userArn: str | None
     """The Amazon Resource Name (ARN) of the effective user identified after authentication."""
 
 
@@ -95,9 +95,9 @@ class ContextVariables(TypedDict, total=False):
     """The API owner's AWS account ID."""
     apiId: str
     """The identifier API Gateway assigns to your API."""
-    authorizer: Optional[ContextVarsAuthorizer]
+    authorizer: ContextVarsAuthorizer | None
     """The principal user identification associated with the token."""
-    awsEndpointRequestId: Optional[str]
+    awsEndpointRequestId: str | None
     """The AWS endpoint's request ID."""
     deploymentId: str
     """The ID of the API deployment."""
@@ -111,8 +111,8 @@ class ContextVariables(TypedDict, total=False):
     """The extended ID that API Gateway generates and assigns to the API request. """
     httpMethod: str
     """The HTTP method used"""
-    identity: Optional[ContextVarsIdentity]
-    isCanaryRequest: Optional[bool]
+    identity: ContextVarsIdentity | None
+    isCanaryRequest: bool | None
     """Indicates if the request was directed to the canary"""
     path: str
     """The request path."""
@@ -120,76 +120,76 @@ class ContextVariables(TypedDict, total=False):
     """The request protocol"""
     requestId: str
     """An ID for the request. Clients can override this request ID. """
-    requestOverride: Optional[ContextVarsRequestOverride]
+    requestOverride: ContextVarsRequestOverride | None
     """Request override. Only exists for request mapping template"""
     requestTime: str
     """The CLF-formatted request time (dd/MMM/yyyy:HH:mm:ss +-hhmm)."""
     requestTimeEpoch: int
     """The Epoch-formatted request time, in milliseconds."""
-    resourceId: Optional[str]
+    resourceId: str | None
     """The identifier that API Gateway assigns to your resource."""
-    resourcePath: Optional[str]
+    resourcePath: str | None
     """The path to your resource"""
-    responseOverride: Optional[ContextVarsResponseOverride]
+    responseOverride: ContextVarsResponseOverride | None
     """Response override. Only exists for response mapping template"""
     stage: str
     """The deployment stage of the API request """
-    wafResponseCode: Optional[str]
+    wafResponseCode: str | None
     """The response received from AWS WAF: WAF_ALLOW or WAF_BLOCK. Will not be set if the stage is not associated with a web ACL"""
-    webaclArn: Optional[str]
+    webaclArn: str | None
     """The complete ARN of the web ACL that is used to decide whether to allow or block the request. Will not be set if the stage is not associated with a web ACL."""
 
 
 class LoggingContextVarsAuthorize(TypedDict, total=False):
-    error: Optional[str]
-    latency: Optional[str]
-    status: Optional[str]
+    error: str | None
+    latency: str | None
+    status: str | None
 
 
 class LoggingContextVarsAuthorizer(TypedDict, total=False):
-    error: Optional[str]
-    integrationLatency: Optional[str]
-    integrationStatus: Optional[str]
-    latency: Optional[str]
-    requestId: Optional[str]
-    status: Optional[str]
+    error: str | None
+    integrationLatency: str | None
+    integrationStatus: str | None
+    latency: str | None
+    requestId: str | None
+    status: str | None
 
 
 class LoggingContextVarsAuthenticate(TypedDict, total=False):
-    error: Optional[str]
-    latency: Optional[str]
-    status: Optional[str]
+    error: str | None
+    latency: str | None
+    status: str | None
 
 
 class LoggingContextVarsCustomDomain(TypedDict, total=False):
-    basePathMatched: Optional[str]
+    basePathMatched: str | None
 
 
 class LoggingContextVarsIntegration(TypedDict, total=False):
-    error: Optional[str]
-    integrationStatus: Optional[str]
-    latency: Optional[str]
-    requestId: Optional[str]
-    status: Optional[str]
+    error: str | None
+    integrationStatus: str | None
+    latency: str | None
+    requestId: str | None
+    status: str | None
 
 
 class LoggingContextVarsWaf(TypedDict, total=False):
-    error: Optional[str]
-    latency: Optional[str]
-    status: Optional[str]
+    error: str | None
+    latency: str | None
+    status: str | None
 
 
 class LoggingContextVariables(TypedDict, total=False):
-    authorize: Optional[LoggingContextVarsAuthorize]
-    authorizer: Optional[LoggingContextVarsAuthorizer]
-    authenticate: Optional[LoggingContextVarsAuthenticate]
-    customDomain: Optional[LoggingContextVarsCustomDomain]
-    endpointType: Optional[str]
-    integration: Optional[LoggingContextVarsIntegration]
-    integrationLatency: Optional[str]
-    integrationStatus: Optional[str]
-    responseLatency: Optional[str]
-    responseLength: Optional[str]
-    status: Optional[str]
-    waf: Optional[LoggingContextVarsWaf]
-    xrayTraceId: Optional[str]
+    authorize: LoggingContextVarsAuthorize | None
+    authorizer: LoggingContextVarsAuthorizer | None
+    authenticate: LoggingContextVarsAuthenticate | None
+    customDomain: LoggingContextVarsCustomDomain | None
+    endpointType: str | None
+    integration: LoggingContextVarsIntegration | None
+    integrationLatency: str | None
+    integrationStatus: str | None
+    responseLatency: str | None
+    responseLength: str | None
+    status: str | None
+    waf: LoggingContextVarsWaf | None
+    xrayTraceId: str | None
diff --git a/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_account.py b/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_account.py
index 8c78925a5a8b8..40974b41688a9 100644
--- a/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_account.py
+++ b/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_account.py
@@ -2,7 +2,7 @@
 from __future__ import annotations
 
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -14,8 +14,8 @@
 
 
 class ApiGatewayAccountProperties(TypedDict):
-    CloudWatchRoleArn: Optional[str]
-    Id: Optional[str]
+    CloudWatchRoleArn: str | None
+    Id: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_account_plugin.py b/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_account_plugin.py
index d7dc5c91ce0d1..3fa69d04da2f1 100644
--- a/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_account_plugin.py
+++ b/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_account_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class ApiGatewayAccountProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::ApiGateway::Account"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.apigateway.resource_providers.aws_apigateway_account import (
diff --git a/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_apikey.py b/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_apikey.py
index 1385cd6c5d01c..c1d99abec70be 100644
--- a/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_apikey.py
+++ b/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_apikey.py
@@ -2,7 +2,7 @@
 from __future__ import annotations
 
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -15,25 +15,25 @@
 
 
 class ApiGatewayApiKeyProperties(TypedDict):
-    APIKeyId: Optional[str]
-    CustomerId: Optional[str]
-    Description: Optional[str]
-    Enabled: Optional[bool]
-    GenerateDistinctId: Optional[bool]
-    Name: Optional[str]
-    StageKeys: Optional[list[StageKey]]
-    Tags: Optional[list[Tag]]
-    Value: Optional[str]
+    APIKeyId: str | None
+    CustomerId: str | None
+    Description: str | None
+    Enabled: bool | None
+    GenerateDistinctId: bool | None
+    Name: str | None
+    StageKeys: list[StageKey] | None
+    Tags: list[Tag] | None
+    Value: str | None
 
 
 class StageKey(TypedDict):
-    RestApiId: Optional[str]
-    StageName: Optional[str]
+    RestApiId: str | None
+    StageName: str | None
 
 
 class Tag(TypedDict):
-    Key: Optional[str]
-    Value: Optional[str]
+    Key: str | None
+    Value: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_apikey_plugin.py b/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_apikey_plugin.py
index 352ec19eec4d3..63243f3901f46 100644
--- a/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_apikey_plugin.py
+++ b/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_apikey_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class ApiGatewayApiKeyProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::ApiGateway::ApiKey"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.apigateway.resource_providers.aws_apigateway_apikey import (
diff --git a/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_basepathmapping.py b/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_basepathmapping.py
index 51debd7811631..8b9378d53f7f0 100644
--- a/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_basepathmapping.py
+++ b/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_basepathmapping.py
@@ -2,7 +2,7 @@
 from __future__ import annotations
 
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -14,10 +14,10 @@
 
 
 class ApiGatewayBasePathMappingProperties(TypedDict):
-    DomainName: Optional[str]
-    BasePath: Optional[str]
-    RestApiId: Optional[str]
-    Stage: Optional[str]
+    DomainName: str | None
+    BasePath: str | None
+    RestApiId: str | None
+    Stage: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_basepathmapping_plugin.py b/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_basepathmapping_plugin.py
index 2dcb4b036e9ef..7e02201f7df56 100644
--- a/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_basepathmapping_plugin.py
+++ b/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_basepathmapping_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class ApiGatewayBasePathMappingProviderPlugin(CloudFormationResourceProviderPlug
     name = "AWS::ApiGateway::BasePathMapping"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.apigateway.resource_providers.aws_apigateway_basepathmapping import (
diff --git a/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_deployment.py b/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_deployment.py
index 97536ea2befc2..293440f594802 100644
--- a/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_deployment.py
+++ b/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_deployment.py
@@ -3,7 +3,7 @@
 
 import json
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -15,69 +15,69 @@
 
 
 class ApiGatewayDeploymentProperties(TypedDict):
-    RestApiId: Optional[str]
-    DeploymentCanarySettings: Optional[DeploymentCanarySettings]
-    DeploymentId: Optional[str]
-    Description: Optional[str]
-    StageDescription: Optional[StageDescription]
-    StageName: Optional[str]
+    RestApiId: str | None
+    DeploymentCanarySettings: DeploymentCanarySettings | None
+    DeploymentId: str | None
+    Description: str | None
+    StageDescription: StageDescription | None
+    StageName: str | None
 
 
 class DeploymentCanarySettings(TypedDict):
-    PercentTraffic: Optional[float]
-    StageVariableOverrides: Optional[dict]
-    UseStageCache: Optional[bool]
+    PercentTraffic: float | None
+    StageVariableOverrides: dict | None
+    UseStageCache: bool | None
 
 
 class AccessLogSetting(TypedDict):
-    DestinationArn: Optional[str]
-    Format: Optional[str]
+    DestinationArn: str | None
+    Format: str | None
 
 
 class CanarySetting(TypedDict):
-    PercentTraffic: Optional[float]
-    StageVariableOverrides: Optional[dict]
-    UseStageCache: Optional[bool]
+    PercentTraffic: float | None
+    StageVariableOverrides: dict | None
+    UseStageCache: bool | None
 
 
 class MethodSetting(TypedDict):
-    CacheDataEncrypted: Optional[bool]
-    CacheTtlInSeconds: Optional[int]
-    CachingEnabled: Optional[bool]
-    DataTraceEnabled: Optional[bool]
-    HttpMethod: Optional[str]
-    LoggingLevel: Optional[str]
-    MetricsEnabled: Optional[bool]
-    ResourcePath: Optional[str]
-    ThrottlingBurstLimit: Optional[int]
-    ThrottlingRateLimit: Optional[float]
+    CacheDataEncrypted: bool | None
+    CacheTtlInSeconds: int | None
+    CachingEnabled: bool | None
+    DataTraceEnabled: bool | None
+    HttpMethod: str | None
+    LoggingLevel: str | None
+    MetricsEnabled: bool | None
+    ResourcePath: str | None
+    ThrottlingBurstLimit: int | None
+    ThrottlingRateLimit: float | None
 
 
 class Tag(TypedDict):
-    Key: Optional[str]
-    Value: Optional[str]
+    Key: str | None
+    Value: str | None
 
 
 class StageDescription(TypedDict):
-    AccessLogSetting: Optional[AccessLogSetting]
-    CacheClusterEnabled: Optional[bool]
-    CacheClusterSize: Optional[str]
-    CacheDataEncrypted: Optional[bool]
-    CacheTtlInSeconds: Optional[int]
-    CachingEnabled: Optional[bool]
-    CanarySetting: Optional[CanarySetting]
-    ClientCertificateId: Optional[str]
-    DataTraceEnabled: Optional[bool]
-    Description: Optional[str]
-    DocumentationVersion: Optional[str]
-    LoggingLevel: Optional[str]
-    MethodSettings: Optional[list[MethodSetting]]
-    MetricsEnabled: Optional[bool]
-    Tags: Optional[list[Tag]]
-    ThrottlingBurstLimit: Optional[int]
-    ThrottlingRateLimit: Optional[float]
-    TracingEnabled: Optional[bool]
-    Variables: Optional[dict]
+    AccessLogSetting: AccessLogSetting | None
+    CacheClusterEnabled: bool | None
+    CacheClusterSize: str | None
+    CacheDataEncrypted: bool | None
+    CacheTtlInSeconds: int | None
+    CachingEnabled: bool | None
+    CanarySetting: CanarySetting | None
+    ClientCertificateId: str | None
+    DataTraceEnabled: bool | None
+    Description: str | None
+    DocumentationVersion: str | None
+    LoggingLevel: str | None
+    MethodSettings: list[MethodSetting] | None
+    MetricsEnabled: bool | None
+    Tags: list[Tag] | None
+    ThrottlingBurstLimit: int | None
+    ThrottlingRateLimit: float | None
+    TracingEnabled: bool | None
+    Variables: dict | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_deployment_plugin.py b/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_deployment_plugin.py
index 80ff9801a1ed5..3efdea755c554 100644
--- a/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_deployment_plugin.py
+++ b/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_deployment_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class ApiGatewayDeploymentProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::ApiGateway::Deployment"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.apigateway.resource_providers.aws_apigateway_deployment import (
diff --git a/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_domainname.py b/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_domainname.py
index 778ec9da3cbf8..74f7be6e9602a 100644
--- a/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_domainname.py
+++ b/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_domainname.py
@@ -2,7 +2,7 @@
 from __future__ import annotations
 
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -15,32 +15,32 @@
 
 
 class ApiGatewayDomainNameProperties(TypedDict):
-    CertificateArn: Optional[str]
-    DistributionDomainName: Optional[str]
-    DistributionHostedZoneId: Optional[str]
-    DomainName: Optional[str]
-    EndpointConfiguration: Optional[EndpointConfiguration]
-    MutualTlsAuthentication: Optional[MutualTlsAuthentication]
-    OwnershipVerificationCertificateArn: Optional[str]
-    RegionalCertificateArn: Optional[str]
-    RegionalDomainName: Optional[str]
-    RegionalHostedZoneId: Optional[str]
-    SecurityPolicy: Optional[str]
-    Tags: Optional[list[Tag]]
+    CertificateArn: str | None
+    DistributionDomainName: str | None
+    DistributionHostedZoneId: str | None
+    DomainName: str | None
+    EndpointConfiguration: EndpointConfiguration | None
+    MutualTlsAuthentication: MutualTlsAuthentication | None
+    OwnershipVerificationCertificateArn: str | None
+    RegionalCertificateArn: str | None
+    RegionalDomainName: str | None
+    RegionalHostedZoneId: str | None
+    SecurityPolicy: str | None
+    Tags: list[Tag] | None
 
 
 class EndpointConfiguration(TypedDict):
-    Types: Optional[list[str]]
+    Types: list[str] | None
 
 
 class MutualTlsAuthentication(TypedDict):
-    TruststoreUri: Optional[str]
-    TruststoreVersion: Optional[str]
+    TruststoreUri: str | None
+    TruststoreVersion: str | None
 
 
 class Tag(TypedDict):
-    Key: Optional[str]
-    Value: Optional[str]
+    Key: str | None
+    Value: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_domainname_plugin.py b/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_domainname_plugin.py
index 49e6db22f12d8..ed8a86494b681 100644
--- a/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_domainname_plugin.py
+++ b/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_domainname_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class ApiGatewayDomainNameProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::ApiGateway::DomainName"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.apigateway.resource_providers.aws_apigateway_domainname import (
diff --git a/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_gatewayresponse.py b/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_gatewayresponse.py
index bb52d43256e7b..963a907be3d58 100644
--- a/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_gatewayresponse.py
+++ b/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_gatewayresponse.py
@@ -2,7 +2,7 @@
 from __future__ import annotations
 
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -15,12 +15,12 @@
 
 
 class ApiGatewayGatewayResponseProperties(TypedDict):
-    ResponseType: Optional[str]
-    RestApiId: Optional[str]
-    Id: Optional[str]
-    ResponseParameters: Optional[dict]
-    ResponseTemplates: Optional[dict]
-    StatusCode: Optional[str]
+    ResponseType: str | None
+    RestApiId: str | None
+    Id: str | None
+    ResponseParameters: dict | None
+    ResponseTemplates: dict | None
+    StatusCode: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_gatewayresponse_plugin.py b/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_gatewayresponse_plugin.py
index 86f43d46cdd21..55113f1f23533 100644
--- a/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_gatewayresponse_plugin.py
+++ b/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_gatewayresponse_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class ApiGatewayGatewayResponseProviderPlugin(CloudFormationResourceProviderPlug
     name = "AWS::ApiGateway::GatewayResponse"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.apigateway.resource_providers.aws_apigateway_gatewayresponse import (
diff --git a/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_method.py b/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_method.py
index 64598a4463898..752fbbde53fe4 100644
--- a/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_method.py
+++ b/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_method.py
@@ -3,7 +3,7 @@
 
 from copy import deepcopy
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -15,50 +15,50 @@
 
 
 class ApiGatewayMethodProperties(TypedDict):
-    HttpMethod: Optional[str]
-    ResourceId: Optional[str]
-    RestApiId: Optional[str]
-    ApiKeyRequired: Optional[bool]
-    AuthorizationScopes: Optional[list[str]]
-    AuthorizationType: Optional[str]
-    AuthorizerId: Optional[str]
-    Integration: Optional[Integration]
-    MethodResponses: Optional[list[MethodResponse]]
-    OperationName: Optional[str]
-    RequestModels: Optional[dict]
-    RequestParameters: Optional[dict]
-    RequestValidatorId: Optional[str]
+    HttpMethod: str | None
+    ResourceId: str | None
+    RestApiId: str | None
+    ApiKeyRequired: bool | None
+    AuthorizationScopes: list[str] | None
+    AuthorizationType: str | None
+    AuthorizerId: str | None
+    Integration: Integration | None
+    MethodResponses: list[MethodResponse] | None
+    OperationName: str | None
+    RequestModels: dict | None
+    RequestParameters: dict | None
+    RequestValidatorId: str | None
 
 
 class IntegrationResponse(TypedDict):
-    StatusCode: Optional[str]
-    ContentHandling: Optional[str]
-    ResponseParameters: Optional[dict]
-    ResponseTemplates: Optional[dict]
-    SelectionPattern: Optional[str]
+    StatusCode: str | None
+    ContentHandling: str | None
+    ResponseParameters: dict | None
+    ResponseTemplates: dict | None
+    SelectionPattern: str | None
 
 
 class Integration(TypedDict):
-    Type: Optional[str]
-    CacheKeyParameters: Optional[list[str]]
-    CacheNamespace: Optional[str]
-    ConnectionId: Optional[str]
-    ConnectionType: Optional[str]
-    ContentHandling: Optional[str]
-    Credentials: Optional[str]
-    IntegrationHttpMethod: Optional[str]
-    IntegrationResponses: Optional[list[IntegrationResponse]]
-    PassthroughBehavior: Optional[str]
-    RequestParameters: Optional[dict]
-    RequestTemplates: Optional[dict]
-    TimeoutInMillis: Optional[int]
-    Uri: Optional[str]
+    Type: str | None
+    CacheKeyParameters: list[str] | None
+    CacheNamespace: str | None
+    ConnectionId: str | None
+    ConnectionType: str | None
+    ContentHandling: str | None
+    Credentials: str | None
+    IntegrationHttpMethod: str | None
+    IntegrationResponses: list[IntegrationResponse] | None
+    PassthroughBehavior: str | None
+    RequestParameters: dict | None
+    RequestTemplates: dict | None
+    TimeoutInMillis: int | None
+    Uri: str | None
 
 
 class MethodResponse(TypedDict):
-    StatusCode: Optional[str]
-    ResponseModels: Optional[dict]
-    ResponseParameters: Optional[dict]
+    StatusCode: str | None
+    ResponseModels: dict | None
+    ResponseParameters: dict | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_method_plugin.py b/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_method_plugin.py
index 34e0cec7971a9..78fcefff25ad5 100644
--- a/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_method_plugin.py
+++ b/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_method_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class ApiGatewayMethodProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::ApiGateway::Method"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.apigateway.resource_providers.aws_apigateway_method import (
diff --git a/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_model.py b/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_model.py
index 07883e62983ca..4a431fcef79fc 100644
--- a/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_model.py
+++ b/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_model.py
@@ -3,7 +3,7 @@
 
 import json
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -15,11 +15,11 @@
 
 
 class ApiGatewayModelProperties(TypedDict):
-    RestApiId: Optional[str]
-    ContentType: Optional[str]
-    Description: Optional[str]
-    Name: Optional[str]
-    Schema: Optional[dict | str]
+    RestApiId: str | None
+    ContentType: str | None
+    Description: str | None
+    Name: str | None
+    Schema: dict | str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_model_plugin.py b/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_model_plugin.py
index d1bd727b602e5..4396c861c7e30 100644
--- a/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_model_plugin.py
+++ b/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_model_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class ApiGatewayModelProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::ApiGateway::Model"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.apigateway.resource_providers.aws_apigateway_model import (
diff --git a/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_requestvalidator.py b/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_requestvalidator.py
index 55d2a3bc4964e..03e0f7371100e 100644
--- a/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_requestvalidator.py
+++ b/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_requestvalidator.py
@@ -2,7 +2,7 @@
 from __future__ import annotations
 
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -14,11 +14,11 @@
 
 
 class ApiGatewayRequestValidatorProperties(TypedDict):
-    RestApiId: Optional[str]
-    Name: Optional[str]
-    RequestValidatorId: Optional[str]
-    ValidateRequestBody: Optional[bool]
-    ValidateRequestParameters: Optional[bool]
+    RestApiId: str | None
+    Name: str | None
+    RequestValidatorId: str | None
+    ValidateRequestBody: bool | None
+    ValidateRequestParameters: bool | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_requestvalidator_plugin.py b/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_requestvalidator_plugin.py
index 41175341a69de..7dc730bc55e1a 100644
--- a/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_requestvalidator_plugin.py
+++ b/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_requestvalidator_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class ApiGatewayRequestValidatorProviderPlugin(CloudFormationResourceProviderPlu
     name = "AWS::ApiGateway::RequestValidator"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.apigateway.resource_providers.aws_apigateway_requestvalidator import (
diff --git a/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_resource.py b/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_resource.py
index 89b868306e68d..dc110e242e02a 100644
--- a/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_resource.py
+++ b/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_resource.py
@@ -2,7 +2,7 @@
 from __future__ import annotations
 
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 from botocore.exceptions import ClientError
 
@@ -17,10 +17,10 @@
 
 
 class ApiGatewayResourceProperties(TypedDict):
-    ParentId: Optional[str]
-    PathPart: Optional[str]
-    RestApiId: Optional[str]
-    ResourceId: Optional[str]
+    ParentId: str | None
+    PathPart: str | None
+    RestApiId: str | None
+    ResourceId: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_resource_plugin.py b/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_resource_plugin.py
index f7ece7204435d..8d37d2cad25ed 100644
--- a/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_resource_plugin.py
+++ b/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_resource_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class ApiGatewayResourceProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::ApiGateway::Resource"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.apigateway.resource_providers.aws_apigateway_resource import (
diff --git a/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_restapi.py b/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_restapi.py
index c90e2b36f328b..9371d5acb09a9 100644
--- a/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_restapi.py
+++ b/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_restapi.py
@@ -3,7 +3,7 @@
 
 import json
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -17,40 +17,40 @@
 
 
 class ApiGatewayRestApiProperties(TypedDict):
-    ApiKeySourceType: Optional[str]
-    BinaryMediaTypes: Optional[list[str]]
-    Body: Optional[dict | str]
-    BodyS3Location: Optional[S3Location]
-    CloneFrom: Optional[str]
-    Description: Optional[str]
-    DisableExecuteApiEndpoint: Optional[bool]
-    EndpointConfiguration: Optional[EndpointConfiguration]
-    FailOnWarnings: Optional[bool]
-    MinimumCompressionSize: Optional[int]
-    Mode: Optional[str]
-    Name: Optional[str]
-    Parameters: Optional[dict | str]
-    Policy: Optional[dict | str]
-    RestApiId: Optional[str]
-    RootResourceId: Optional[str]
-    Tags: Optional[list[Tag]]
+    ApiKeySourceType: str | None
+    BinaryMediaTypes: list[str] | None
+    Body: dict | str | None
+    BodyS3Location: S3Location | None
+    CloneFrom: str | None
+    Description: str | None
+    DisableExecuteApiEndpoint: bool | None
+    EndpointConfiguration: EndpointConfiguration | None
+    FailOnWarnings: bool | None
+    MinimumCompressionSize: int | None
+    Mode: str | None
+    Name: str | None
+    Parameters: dict | str | None
+    Policy: dict | str | None
+    RestApiId: str | None
+    RootResourceId: str | None
+    Tags: list[Tag] | None
 
 
 class S3Location(TypedDict):
-    Bucket: Optional[str]
-    ETag: Optional[str]
-    Key: Optional[str]
-    Version: Optional[str]
+    Bucket: str | None
+    ETag: str | None
+    Key: str | None
+    Version: str | None
 
 
 class EndpointConfiguration(TypedDict):
-    Types: Optional[list[str]]
-    VpcEndpointIds: Optional[list[str]]
+    Types: list[str] | None
+    VpcEndpointIds: list[str] | None
 
 
 class Tag(TypedDict):
-    Key: Optional[str]
-    Value: Optional[str]
+    Key: str | None
+    Value: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_restapi_plugin.py b/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_restapi_plugin.py
index e53c4a4d8205f..044badf1b3426 100644
--- a/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_restapi_plugin.py
+++ b/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_restapi_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class ApiGatewayRestApiProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::ApiGateway::RestApi"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.apigateway.resource_providers.aws_apigateway_restapi import (
diff --git a/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_stage.py b/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_stage.py
index b2b98bc715455..2c9fccbc051f4 100644
--- a/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_stage.py
+++ b/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_stage.py
@@ -3,7 +3,7 @@
 
 import copy
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -16,50 +16,50 @@
 
 
 class ApiGatewayStageProperties(TypedDict):
-    RestApiId: Optional[str]
-    AccessLogSetting: Optional[AccessLogSetting]
-    CacheClusterEnabled: Optional[bool]
-    CacheClusterSize: Optional[str]
-    CanarySetting: Optional[CanarySetting]
-    ClientCertificateId: Optional[str]
-    DeploymentId: Optional[str]
-    Description: Optional[str]
-    DocumentationVersion: Optional[str]
-    MethodSettings: Optional[list[MethodSetting]]
-    StageName: Optional[str]
-    Tags: Optional[list[Tag]]
-    TracingEnabled: Optional[bool]
-    Variables: Optional[dict]
+    RestApiId: str | None
+    AccessLogSetting: AccessLogSetting | None
+    CacheClusterEnabled: bool | None
+    CacheClusterSize: str | None
+    CanarySetting: CanarySetting | None
+    ClientCertificateId: str | None
+    DeploymentId: str | None
+    Description: str | None
+    DocumentationVersion: str | None
+    MethodSettings: list[MethodSetting] | None
+    StageName: str | None
+    Tags: list[Tag] | None
+    TracingEnabled: bool | None
+    Variables: dict | None
 
 
 class AccessLogSetting(TypedDict):
-    DestinationArn: Optional[str]
-    Format: Optional[str]
+    DestinationArn: str | None
+    Format: str | None
 
 
 class CanarySetting(TypedDict):
-    DeploymentId: Optional[str]
-    PercentTraffic: Optional[float]
-    StageVariableOverrides: Optional[dict]
-    UseStageCache: Optional[bool]
+    DeploymentId: str | None
+    PercentTraffic: float | None
+    StageVariableOverrides: dict | None
+    UseStageCache: bool | None
 
 
 class MethodSetting(TypedDict):
-    CacheDataEncrypted: Optional[bool]
-    CacheTtlInSeconds: Optional[int]
-    CachingEnabled: Optional[bool]
-    DataTraceEnabled: Optional[bool]
-    HttpMethod: Optional[str]
-    LoggingLevel: Optional[str]
-    MetricsEnabled: Optional[bool]
-    ResourcePath: Optional[str]
-    ThrottlingBurstLimit: Optional[int]
-    ThrottlingRateLimit: Optional[float]
+    CacheDataEncrypted: bool | None
+    CacheTtlInSeconds: int | None
+    CachingEnabled: bool | None
+    DataTraceEnabled: bool | None
+    HttpMethod: str | None
+    LoggingLevel: str | None
+    MetricsEnabled: bool | None
+    ResourcePath: str | None
+    ThrottlingBurstLimit: int | None
+    ThrottlingRateLimit: float | None
 
 
 class Tag(TypedDict):
-    Key: Optional[str]
-    Value: Optional[str]
+    Key: str | None
+    Value: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_stage_plugin.py b/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_stage_plugin.py
index e0898bae2c695..58a9c1236bec7 100644
--- a/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_stage_plugin.py
+++ b/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_stage_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class ApiGatewayStageProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::ApiGateway::Stage"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.apigateway.resource_providers.aws_apigateway_stage import (
diff --git a/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_usageplan.py b/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_usageplan.py
index 1e10c9badfc3f..6ac6a0d40edc6 100644
--- a/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_usageplan.py
+++ b/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_usageplan.py
@@ -3,7 +3,7 @@
 
 import json
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -18,35 +18,35 @@
 
 
 class ApiGatewayUsagePlanProperties(TypedDict):
-    ApiStages: Optional[list[ApiStage]]
-    Description: Optional[str]
-    Id: Optional[str]
-    Quota: Optional[QuotaSettings]
-    Tags: Optional[list[Tag]]
-    Throttle: Optional[ThrottleSettings]
-    UsagePlanName: Optional[str]
+    ApiStages: list[ApiStage] | None
+    Description: str | None
+    Id: str | None
+    Quota: QuotaSettings | None
+    Tags: list[Tag] | None
+    Throttle: ThrottleSettings | None
+    UsagePlanName: str | None
 
 
 class ApiStage(TypedDict):
-    ApiId: Optional[str]
-    Stage: Optional[str]
-    Throttle: Optional[dict]
+    ApiId: str | None
+    Stage: str | None
+    Throttle: dict | None
 
 
 class QuotaSettings(TypedDict):
-    Limit: Optional[int]
-    Offset: Optional[int]
-    Period: Optional[str]
+    Limit: int | None
+    Offset: int | None
+    Period: str | None
 
 
 class Tag(TypedDict):
-    Key: Optional[str]
-    Value: Optional[str]
+    Key: str | None
+    Value: str | None
 
 
 class ThrottleSettings(TypedDict):
-    BurstLimit: Optional[int]
-    RateLimit: Optional[float]
+    BurstLimit: int | None
+    RateLimit: float | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_usageplan_plugin.py b/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_usageplan_plugin.py
index 154207ac69b58..531f507adf929 100644
--- a/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_usageplan_plugin.py
+++ b/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_usageplan_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class ApiGatewayUsagePlanProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::ApiGateway::UsagePlan"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.apigateway.resource_providers.aws_apigateway_usageplan import (
diff --git a/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_usageplankey.py b/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_usageplankey.py
index 33a6e155d5c4f..1ce7395510918 100644
--- a/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_usageplankey.py
+++ b/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_usageplankey.py
@@ -2,7 +2,7 @@
 from __future__ import annotations
 
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -15,10 +15,10 @@
 
 
 class ApiGatewayUsagePlanKeyProperties(TypedDict):
-    KeyId: Optional[str]
-    KeyType: Optional[str]
-    UsagePlanId: Optional[str]
-    Id: Optional[str]
+    KeyId: str | None
+    KeyType: str | None
+    UsagePlanId: str | None
+    Id: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_usageplankey_plugin.py b/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_usageplankey_plugin.py
index eb21b610bfc22..8bd408b166123 100644
--- a/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_usageplankey_plugin.py
+++ b/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_usageplankey_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class ApiGatewayUsagePlanKeyProviderPlugin(CloudFormationResourceProviderPlugin)
     name = "AWS::ApiGateway::UsagePlanKey"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.apigateway.resource_providers.aws_apigateway_usageplankey import (
diff --git a/localstack-core/localstack/services/cdk/resource_providers/cdk_metadata.py b/localstack-core/localstack/services/cdk/resource_providers/cdk_metadata.py
index 7e5eb5ca2f988..23cd448557e78 100644
--- a/localstack-core/localstack/services/cdk/resource_providers/cdk_metadata.py
+++ b/localstack-core/localstack/services/cdk/resource_providers/cdk_metadata.py
@@ -2,7 +2,7 @@
 from __future__ import annotations
 
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -14,7 +14,7 @@
 
 
 class CDKMetadataProperties(TypedDict):
-    Id: Optional[str]
+    Id: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/cdk/resource_providers/cdk_metadata_plugin.py b/localstack-core/localstack/services/cdk/resource_providers/cdk_metadata_plugin.py
index 924ca3cb79eae..e8d40a6c9e3e5 100644
--- a/localstack-core/localstack/services/cdk/resource_providers/cdk_metadata_plugin.py
+++ b/localstack-core/localstack/services/cdk/resource_providers/cdk_metadata_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class LambdaAliasProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::CDK::Metadata"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.cdk.resource_providers.cdk_metadata import CDKMetadataProvider
diff --git a/localstack-core/localstack/services/certificatemanager/resource_providers/aws_certificatemanager_certificate.py b/localstack-core/localstack/services/certificatemanager/resource_providers/aws_certificatemanager_certificate.py
index d79d62975e87f..1ce68c51aab2d 100644
--- a/localstack-core/localstack/services/certificatemanager/resource_providers/aws_certificatemanager_certificate.py
+++ b/localstack-core/localstack/services/certificatemanager/resource_providers/aws_certificatemanager_certificate.py
@@ -2,7 +2,7 @@
 from __future__ import annotations
 
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -14,25 +14,25 @@
 
 
 class CertificateManagerCertificateProperties(TypedDict):
-    DomainName: Optional[str]
-    CertificateAuthorityArn: Optional[str]
-    CertificateTransparencyLoggingPreference: Optional[str]
-    DomainValidationOptions: Optional[list[DomainValidationOption]]
-    Id: Optional[str]
-    SubjectAlternativeNames: Optional[list[str]]
-    Tags: Optional[list[Tag]]
-    ValidationMethod: Optional[str]
+    DomainName: str | None
+    CertificateAuthorityArn: str | None
+    CertificateTransparencyLoggingPreference: str | None
+    DomainValidationOptions: list[DomainValidationOption] | None
+    Id: str | None
+    SubjectAlternativeNames: list[str] | None
+    Tags: list[Tag] | None
+    ValidationMethod: str | None
 
 
 class DomainValidationOption(TypedDict):
-    DomainName: Optional[str]
-    HostedZoneId: Optional[str]
-    ValidationDomain: Optional[str]
+    DomainName: str | None
+    HostedZoneId: str | None
+    ValidationDomain: str | None
 
 
 class Tag(TypedDict):
-    Key: Optional[str]
-    Value: Optional[str]
+    Key: str | None
+    Value: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/certificatemanager/resource_providers/aws_certificatemanager_certificate_plugin.py b/localstack-core/localstack/services/certificatemanager/resource_providers/aws_certificatemanager_certificate_plugin.py
index 5aae4de01c7b3..134a953c2dd21 100644
--- a/localstack-core/localstack/services/certificatemanager/resource_providers/aws_certificatemanager_certificate_plugin.py
+++ b/localstack-core/localstack/services/certificatemanager/resource_providers/aws_certificatemanager_certificate_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class CertificateManagerCertificateProviderPlugin(CloudFormationResourceProvider
     name = "AWS::CertificateManager::Certificate"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.certificatemanager.resource_providers.aws_certificatemanager_certificate import (
diff --git a/localstack-core/localstack/services/cloudformation/cfn_utils.py b/localstack-core/localstack/services/cloudformation/cfn_utils.py
index 6fcc5d16fb573..052df4d91ded2 100644
--- a/localstack-core/localstack/services/cloudformation/cfn_utils.py
+++ b/localstack-core/localstack/services/cloudformation/cfn_utils.py
@@ -1,5 +1,5 @@
 import json
-from typing import Callable
+from collections.abc import Callable
 
 from localstack.utils.objects import recurse_object
 
diff --git a/localstack-core/localstack/services/cloudformation/deployment_utils.py b/localstack-core/localstack/services/cloudformation/deployment_utils.py
index 6355db6b5c27a..4cc62b36cc8a3 100644
--- a/localstack-core/localstack/services/cloudformation/deployment_utils.py
+++ b/localstack-core/localstack/services/cloudformation/deployment_utils.py
@@ -2,8 +2,8 @@
 import json
 import logging
 import re
+from collections.abc import Callable
 from copy import deepcopy
-from typing import Callable, List
 
 from localstack import config
 from localstack.utils import common
@@ -88,7 +88,7 @@ def do_replace(account_id: str, region_name: str, params, logical_resource_id, *
     return do_replace
 
 
-def lambda_keys_to_lower(key=None, skip_children_of: List[str] = None):
+def lambda_keys_to_lower(key=None, skip_children_of: list[str] = None):
     return (
         lambda account_id,
         region_name,
diff --git a/localstack-core/localstack/services/cloudformation/engine/changes.py b/localstack-core/localstack/services/cloudformation/engine/changes.py
index ae6ced9e5563e..2a3f1ed8347d0 100644
--- a/localstack-core/localstack/services/cloudformation/engine/changes.py
+++ b/localstack-core/localstack/services/cloudformation/engine/changes.py
@@ -1,4 +1,4 @@
-from typing import Literal, Optional, TypedDict
+from typing import Literal, TypedDict
 
 Action = str
 
@@ -6,11 +6,11 @@
 class ResourceChange(TypedDict):
     Action: Action
     LogicalResourceId: str
-    PhysicalResourceId: Optional[str]
+    PhysicalResourceId: str | None
     ResourceType: str
     Scope: list
     Details: list
-    Replacement: Optional[Literal["False"]]
+    Replacement: Literal["False"] | None
 
 
 class ChangeConfig(TypedDict):
diff --git a/localstack-core/localstack/services/cloudformation/engine/entities.py b/localstack-core/localstack/services/cloudformation/engine/entities.py
index e1498258694ee..28ac705fafec6 100644
--- a/localstack-core/localstack/services/cloudformation/engine/entities.py
+++ b/localstack-core/localstack/services/cloudformation/engine/entities.py
@@ -1,5 +1,5 @@
 import logging
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 from localstack.aws.api.cloudformation import Capability, ChangeSetType, Parameter
 from localstack.services.cloudformation.engine.parameters import (
@@ -52,14 +52,14 @@ def __init__(self, metadata: dict):
 class CreateChangeSetInput(TypedDict):
     StackName: str
     Capabilities: list[Capability]
-    ChangeSetName: Optional[str]
-    ChangSetType: Optional[ChangeSetType]
+    ChangeSetName: str | None
+    ChangSetType: ChangeSetType | None
     Parameters: list[Parameter]
 
 
 class StackTemplate(TypedDict):
     StackName: str
-    ChangeSetName: Optional[str]
+    ChangeSetName: str | None
     Outputs: dict
     Resources: dict
 
@@ -83,9 +83,9 @@ def __init__(
         self,
         account_id: str,
         region_name: str,
-        metadata: Optional[CreateChangeSetInput] = None,
-        template: Optional[StackTemplate] = None,
-        template_body: Optional[str] = None,
+        metadata: CreateChangeSetInput | None = None,
+        template: StackTemplate | None = None,
+        template_body: str | None = None,
     ):
         self.account_id = account_id
         self.region_name = region_name
@@ -185,7 +185,7 @@ def describe_details(self):
             result.setdefault(attr, [])
         return result
 
-    def set_stack_status(self, status: str, status_reason: Optional[str] = None):
+    def set_stack_status(self, status: str, status_reason: str | None = None):
         self.metadata["StackStatus"] = status
         if "FAILED" in status:
             self.metadata["StackStatusReason"] = status_reason or "Deployment failed"
@@ -428,10 +428,10 @@ def changes(self):
     # V2 only
     def populate_update_graph(
         self,
-        before_template: Optional[dict],
-        after_template: Optional[dict],
-        before_parameters: Optional[dict],
-        after_parameters: Optional[dict],
+        before_template: dict | None,
+        after_template: dict | None,
+        before_parameters: dict | None,
+        after_parameters: dict | None,
     ) -> None:
         change_set_model = ChangeSetModel(
             before_template=before_template,
diff --git a/localstack-core/localstack/services/cloudformation/engine/parameters.py b/localstack-core/localstack/services/cloudformation/engine/parameters.py
index ba39fafc40db2..cb5b650bca6c7 100644
--- a/localstack-core/localstack/services/cloudformation/engine/parameters.py
+++ b/localstack-core/localstack/services/cloudformation/engine/parameters.py
@@ -19,7 +19,7 @@
 """
 
 import logging
-from typing import Literal, Optional, TypedDict
+from typing import Literal, TypedDict
 
 from botocore.exceptions import ClientError
 
@@ -179,8 +179,8 @@ def convert_stack_parameters_to_dict(in_params: list[Parameter] | None) -> dict[
 class LegacyParameterProperties(TypedDict):
     Value: str
     ParameterType: str
-    ParameterValue: Optional[str]
-    ResolvedValue: Optional[str]
+    ParameterValue: str | None
+    ResolvedValue: str | None
 
 
 class LegacyParameter(TypedDict):
diff --git a/localstack-core/localstack/services/cloudformation/engine/template_deployer.py b/localstack-core/localstack/services/cloudformation/engine/template_deployer.py
index e3a0802c54bed..6e865380b84c3 100644
--- a/localstack-core/localstack/services/cloudformation/engine/template_deployer.py
+++ b/localstack-core/localstack/services/cloudformation/engine/template_deployer.py
@@ -4,7 +4,6 @@
 import re
 import traceback
 import uuid
-from typing import Optional
 
 from botocore.exceptions import ClientError
 
@@ -86,7 +85,7 @@ def get_attr_from_model_instance(
     attribute_name: str,
     resource_type: str,
     resource_id: str,
-    attribute_sub_name: Optional[str] = None,
+    attribute_sub_name: str | None = None,
 ) -> str:
     if resource["PhysicalResourceId"] == MOCK_REFERENCE:
         LOG.warning(
@@ -1029,7 +1028,7 @@ def init_resource_status(self, resources=None, stack=None, action="CREATE"):
             stack.set_resource_status(resource_id, f"{action}_IN_PROGRESS")
 
     def get_change_config(
-        self, action: str, resource: dict, change_set_id: Optional[str] = None
+        self, action: str, resource: dict, change_set_id: str | None = None
     ) -> ChangeConfig:
         result = ChangeConfig(
             **{
@@ -1105,10 +1104,10 @@ def construct_changes(
         existing_stack,
         new_stack,
         # TODO: remove initialize argument from here, and determine action based on resource status
-        initialize: Optional[bool] = False,
+        initialize: bool | None = False,
         change_set_id=None,
-        append_to_changeset: Optional[bool] = False,
-        filter_unchanged_resources: Optional[bool] = False,
+        append_to_changeset: bool | None = False,
+        filter_unchanged_resources: bool | None = False,
     ) -> list[ChangeConfig]:
         old_resources = existing_stack.template["Resources"]
         new_resources = new_stack.template["Resources"]
@@ -1140,9 +1139,9 @@ def apply_changes(
         self,
         existing_stack: Stack,
         new_stack: StackChangeSet,
-        change_set_id: Optional[str] = None,
-        initialize: Optional[bool] = False,
-        action: Optional[str] = None,
+        change_set_id: str | None = None,
+        initialize: bool | None = False,
+        action: str | None = None,
     ):
         old_resources = existing_stack.template["Resources"]
         new_resources = new_stack.template["Resources"]
@@ -1201,7 +1200,7 @@ def apply_changes_in_loop(
         self,
         changes: list[ChangeConfig],
         stack: Stack,
-        action: Optional[str] = None,
+        action: str | None = None,
         new_stack=None,
     ):
         def _run(*args):
diff --git a/localstack-core/localstack/services/cloudformation/engine/transformers.py b/localstack-core/localstack/services/cloudformation/engine/transformers.py
index 1518750fb1bc7..a77665703c3f2 100644
--- a/localstack-core/localstack/services/cloudformation/engine/transformers.py
+++ b/localstack-core/localstack/services/cloudformation/engine/transformers.py
@@ -3,9 +3,10 @@
 import logging
 import os
 import re
+from collections.abc import Callable
 from copy import deepcopy
 from dataclasses import dataclass
-from typing import Any, Callable, Dict, Optional, Type, Union
+from typing import Any
 
 import boto3
 from botocore.exceptions import ClientError
@@ -27,7 +28,7 @@
 EXTENSIONS_TRANSFORM = "AWS::LanguageExtensions"
 SECRETSMANAGER_TRANSFORM = "AWS::SecretsManager-2020-07-23"
 
-TransformResult = Union[dict, str]
+TransformResult = dict | str
 
 
 @dataclass
@@ -83,7 +84,7 @@ def transform(self, account_id: str, region_name: str, parameters: dict) -> Tran
 
 
 # maps transformer names to implementing classes
-transformers: Dict[str, Type] = {"AWS::Include": AwsIncludeTransformer}
+transformers: dict[str, type] = {"AWS::Include": AwsIncludeTransformer}
 
 
 def apply_intrinsic_transformations(
@@ -449,7 +450,7 @@ def _visit(obj: Any, path: Any):
 
 def apply_serverless_transformation(
     account_id: str, region_name: str, parsed_template: dict, template_parameters: dict
-) -> Optional[str]:
+) -> str | None:
     """only returns string when parsing SAM template, otherwise None"""
     # TODO: we might also want to override the access key ID to account ID
     region_before = os.environ.get("AWS_DEFAULT_REGION")
diff --git a/localstack-core/localstack/services/cloudformation/engine/types.py b/localstack-core/localstack/services/cloudformation/engine/types.py
index 2a4f6efa06031..087c99766b751 100644
--- a/localstack-core/localstack/services/cloudformation/engine/types.py
+++ b/localstack-core/localstack/services/cloudformation/engine/types.py
@@ -1,4 +1,5 @@
-from typing import Any, Callable, Optional, TypedDict
+from collections.abc import Callable
+from typing import Any, TypedDict
 
 # ---------------------
 # TYPES
@@ -25,16 +26,16 @@ class FuncDetailsValue(TypedDict):
     # - stack_name
     # - resources
     # - resource_id
-    parameters: Optional[ResourceDefinition | Callable[[dict, str, list[dict], str], dict]]
+    parameters: ResourceDefinition | Callable[[dict, str, list[dict], str], dict] | None
     """arguments to the function, or a function that generates the arguments to the function"""
     # Callable here takes the arguments
     # - result
     # - resource_id
     # - resources
     # - resource_type
-    result_handler: Optional[Callable[[dict, str, list[dict], str], None]]
+    result_handler: Callable[[dict, str, list[dict], str], None] | None
     """Take the result of the operation and patch the state of the resources, yuck..."""
-    types: Optional[dict[str, Callable]]
+    types: dict[str, Callable] | None
     """Possible type conversions"""
 
 
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py
index 258f9e6c36051..9cc6c5ed1939b 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py
@@ -2,8 +2,9 @@
 
 import abc
 import enum
+from collections.abc import Generator
 from itertools import zip_longest
-from typing import TYPE_CHECKING, Any, Final, Generator, Optional, TypedDict, Union, cast
+from typing import TYPE_CHECKING, Any, Final, TypedDict, cast
 
 from typing_extensions import TypeVar
 
@@ -47,7 +48,7 @@ def __contains__(self, item):
         return False
 
 
-Maybe = Union[T, NothingType]
+Maybe = T | NothingType
 Nothing = NothingType()
 
 
@@ -89,7 +90,7 @@ class NormalisedGlobalTransformDefinition(TypedDict):
 
 
 class Scope(str):
-    _ROOT_SCOPE: Final[str] = str()
+    _ROOT_SCOPE: Final[str] = ""
     _SEPARATOR: Final[str] = "/"
 
     def __new__(cls, scope: str = _ROOT_SCOPE) -> Scope:
@@ -536,10 +537,10 @@ class ChangeSetModel:
 
     def __init__(
         self,
-        before_template: Optional[dict],
-        after_template: Optional[dict],
-        before_parameters: Optional[dict],
-        after_parameters: Optional[dict[str, EngineParameter]],
+        before_template: dict | None,
+        after_template: dict | None,
+        before_parameters: dict | None,
+        after_parameters: dict[str, EngineParameter] | None,
     ):
         self._before_template = before_template or Nothing
         self._after_template = after_template or Nothing
@@ -1446,7 +1447,7 @@ def _safe_keys_of(*objects: Maybe[dict]) -> list[str]:
         return keys
 
     @staticmethod
-    def _name_if_intrinsic_function(value: Maybe[Any]) -> Optional[str]:
+    def _name_if_intrinsic_function(value: Maybe[Any]) -> str | None:
         if isinstance(value, dict):
             keys = ChangeSetModel._safe_keys_of(value)
             if len(keys) == 1:
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_describer.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_describer.py
index ba722143aa461..3055672975d49 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_describer.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_describer.py
@@ -1,7 +1,7 @@
 from __future__ import annotations
 
 import json
-from typing import Final, Optional
+from typing import Final
 
 import localstack.aws.api.cloudformation as cfn_api
 from localstack.aws.api.cloudformation import Replacement
@@ -76,7 +76,7 @@ def _resolve_attribute(self, arguments: str | list[str], select_before: bool) ->
             resource_name=logical_name_of_resource,
             node_template=self._change_set.update_model.node_template,
         )
-        node_property: Optional[NodeProperty] = self._get_node_property_for(
+        node_property: NodeProperty | None = self._get_node_property_for(
             property_name=attribute_name, node_resource=node_resource
         )
         if node_property is not None:
@@ -116,9 +116,9 @@ def _register_resource_change(
         self,
         logical_id: str,
         type_: str,
-        physical_id: Optional[str],
-        before_properties: Optional[PreprocProperties],
-        after_properties: Optional[PreprocProperties],
+        physical_id: str | None,
+        before_properties: PreprocProperties | None,
+        after_properties: PreprocProperties | None,
         # TODO: remove default
         requires_replacement: bool = False,
     ) -> None:
@@ -156,7 +156,7 @@ def _register_resource_change(
         )
 
     def _describe_resource_change(
-        self, name: str, before: Optional[PreprocResource], after: Optional[PreprocResource]
+        self, name: str, before: PreprocResource | None, after: PreprocResource | None
     ) -> None:
         if before == after:
             # unchanged: nothing to do.
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py
index 58b52b5807bae..63042f333eadb 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py
@@ -2,8 +2,8 @@
 import logging
 import uuid
 from dataclasses import dataclass
-from datetime import datetime, timezone
-from typing import Final, Optional, Protocol
+from datetime import UTC, datetime
+from typing import Final, Protocol
 
 from localstack import config
 from localstack.aws.api.cloudformation import (
@@ -236,7 +236,7 @@ def visit_node_output(
         return delta
 
     def _execute_resource_change(
-        self, name: str, before: Optional[PreprocResource], after: Optional[PreprocResource]
+        self, name: str, before: PreprocResource | None, after: PreprocResource | None
     ) -> None:
         # Changes are to be made about this resource.
         # TODO: this logic is a POC and should be revised.
@@ -414,8 +414,8 @@ def _execute_resource_action(
         action: ChangeAction,
         logical_resource_id: str,
         resource_type: str,
-        before_properties: Optional[PreprocProperties],
-        after_properties: Optional[PreprocProperties],
+        before_properties: PreprocProperties | None,
+        after_properties: PreprocProperties | None,
     ) -> ProgressEvent:
         LOG.debug("Executing resource action: %s for resource '%s'", action, logical_resource_id)
         payload = self.create_resource_provider_payload(
@@ -496,7 +496,7 @@ def _execute_resource_action(
                         Properties=event.resource_model,
                         LogicalResourceId=logical_resource_id,
                         Type=resource_type,
-                        LastUpdatedTimestamp=datetime.now(timezone.utc),
+                        LastUpdatedTimestamp=datetime.now(UTC),
                         ResourceStatus=ResourceStatus(f"{status_from_action}_COMPLETE"),
                         PhysicalResourceId=physical_resource_id,
                     )
@@ -520,9 +520,9 @@ def create_resource_provider_payload(
         action: ChangeAction,
         logical_resource_id: str,
         resource_type: str,
-        before_properties: Optional[PreprocProperties],
-        after_properties: Optional[PreprocProperties],
-    ) -> Optional[ResourceProviderPayload]:
+        before_properties: PreprocProperties | None,
+        after_properties: PreprocProperties | None,
+    ) -> ResourceProviderPayload | None:
         # FIXME: use proper credentials
         creds: Credentials = {
             "accessKeyId": self._change_set.stack.account_id,
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
index aca4265b6b8d5..729716e0da913 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
@@ -3,7 +3,8 @@
 import base64
 import copy
 import re
-from typing import Any, Callable, Final, Generic, Optional, TypeVar
+from collections.abc import Callable
+from typing import Any, Final, Generic, TypeVar
 
 from botocore.exceptions import ClientError
 
@@ -103,21 +104,21 @@ def __eq__(self, other):
 
 class PreprocResource:
     logical_id: str
-    physical_resource_id: Optional[str]
-    condition: Optional[bool]
+    physical_resource_id: str | None
+    condition: bool | None
     resource_type: str
     properties: PreprocProperties
-    depends_on: Optional[list[str]]
+    depends_on: list[str] | None
     requires_replacement: bool
 
     def __init__(
         self,
         logical_id: str,
         physical_resource_id: str,
-        condition: Optional[bool],
+        condition: bool | None,
         resource_type: str,
         properties: PreprocProperties,
-        depends_on: Optional[list[str]],
+        depends_on: list[str] | None,
         requires_replacement: bool,
     ):
         self.logical_id = logical_id
@@ -151,10 +152,10 @@ def __eq__(self, other):
 class PreprocOutput:
     name: str
     value: Any
-    export: Optional[Any]
-    condition: Optional[bool]
+    export: Any | None
+    condition: bool | None
 
-    def __init__(self, name: str, value: Any, export: Optional[Any], condition: Optional[bool]):
+    def __init__(self, name: str, value: Any, export: Any | None, condition: bool | None):
         self.name = name
         self.value = value
         self.export = export
@@ -226,7 +227,7 @@ def _get_node_resource_for(
 
     def _get_node_property_for(
         self, property_name: str, node_resource: NodeResource
-    ) -> Optional[NodeProperty]:
+    ) -> NodeProperty | None:
         # TODO: this could be improved with hashmap lookups if the Node contained bindings and not lists.
         for node_property in node_resource.properties.properties:
             if node_property.name == property_name:
@@ -254,7 +255,7 @@ def _deployed_property_value_of(
             )
         properties = resolved_resource.get("Properties", dict())
         # support structured properties, e.g. NestedStack.Outputs.OutputName
-        property_value: Optional[Any] = get_value_from_path(properties, property_name)
+        property_value: Any | None = get_value_from_path(properties, property_name)
 
         if property_value:
             if not isinstance(property_value, str):
@@ -281,7 +282,7 @@ def _before_deployed_property_value_of(
 
     def _after_deployed_property_value_of(
         self, resource_logical_id: str, property_name: str
-    ) -> Optional[str]:
+    ) -> str | None:
         return self._before_deployed_property_value_of(
             resource_logical_id=resource_logical_id, property_name=property_name
         )
@@ -495,7 +496,7 @@ def _resolve_attribute(self, arguments: str | list[str], select_before: bool) ->
             resource_name=logical_name_of_resource,
             node_template=self._change_set.update_model.node_template,
         )
-        node_property: Optional[NodeProperty] = self._get_node_property_for(
+        node_property: NodeProperty | None = self._get_node_property_for(
             property_name=attribute_name, node_resource=node_resource
         )
         if node_property is not None:
@@ -918,7 +919,7 @@ def _resource_physical_resource_id_from(
     ) -> str:
         # TODO: typing around resolved resources is needed and should be reflected here.
         resolved_resource = resolved_resources.get(logical_resource_id, dict())
-        physical_resource_id: Optional[str] = resolved_resource.get("PhysicalResourceId")
+        physical_resource_id: str | None = resolved_resource.get("PhysicalResourceId")
         if not isinstance(physical_resource_id, str):
             raise RuntimeError(f"No PhysicalResourceId found for resource '{logical_resource_id}'")
         return physical_resource_id
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_transform.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_transform.py
index 87ca0c9a53aa4..73deb71bf9bae 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_transform.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_transform.py
@@ -1,7 +1,7 @@
 import copy
 import logging
 import os
-from typing import Any, Final, Optional, TypedDict
+from typing import Any, Final, TypedDict
 
 import boto3
 from botocore.exceptions import ClientError
@@ -56,7 +56,7 @@ class TransformPreprocParameter(TypedDict):
     # TODO: expand
     ParameterKey: str
     ParameterValue: Any
-    ParameterType: Optional[str]
+    ParameterType: str | None
 
 
 class ChangeSetModelTransform(ChangeSetModelPreproc):
@@ -70,8 +70,8 @@ def __init__(
         change_set: ChangeSet,
         before_parameters: dict,
         after_parameters: dict,
-        before_template: Optional[dict],
-        after_template: Optional[dict],
+        before_template: dict | None,
+        after_template: dict | None,
     ):
         super().__init__(change_set=change_set)
         self._before_parameters = before_parameters
@@ -176,7 +176,7 @@ def _apply_global_macro_transformation(
         global_transform: GlobalTransform,
         template: dict,
         parameters: dict,
-    ) -> Optional[dict]:
+    ) -> dict | None:
         macro_name = global_transform.name
         macros_store = get_cloudformation_store(
             account_id=account_id, region_name=region_name
diff --git a/localstack-core/localstack/services/cloudformation/provider_utils.py b/localstack-core/localstack/services/cloudformation/provider_utils.py
index d7e3eb49b79f2..c0ea1334e3c38 100644
--- a/localstack-core/localstack/services/cloudformation/provider_utils.py
+++ b/localstack-core/localstack/services/cloudformation/provider_utils.py
@@ -9,9 +9,9 @@
 import json
 import re
 import uuid
+from collections.abc import Callable
 from copy import deepcopy
 from pathlib import Path
-from typing import Callable, List, Optional
 
 from botocore.model import Shape, StructureShape
 
@@ -213,7 +213,7 @@ def transform_value(value, member_shape):
     return transformed_dict
 
 
-def convert_values_to_numbers(input_dict: dict, keys_to_skip: Optional[List[str]] = None):
+def convert_values_to_numbers(input_dict: dict, keys_to_skip: list[str] | None = None):
     """
     Recursively converts all string values that represent valid integers
     in a dictionary (including nested dictionaries and lists) to integers.
diff --git a/localstack-core/localstack/services/cloudformation/resource_provider.py b/localstack-core/localstack/services/cloudformation/resource_provider.py
index 366e3122ab006..54b6b64f4597a 100644
--- a/localstack-core/localstack/services/cloudformation/resource_provider.py
+++ b/localstack-core/localstack/services/cloudformation/resource_provider.py
@@ -5,11 +5,12 @@
 import re
 import time
 import uuid
+from collections.abc import Callable
 from dataclasses import dataclass, field
 from enum import Enum, auto
 from logging import Logger
 from math import ceil
-from typing import TYPE_CHECKING, Any, Callable, Generic, Optional, Type, TypedDict, TypeVar
+from typing import TYPE_CHECKING, Any, Generic, TypedDict, TypeVar
 
 import botocore
 from botocore.client import BaseClient
@@ -51,7 +52,7 @@
 
 Properties = TypeVar("Properties")
 
-PUBLIC_REGISTRY: dict[str, Type[ResourceProvider]] = {}
+PUBLIC_REGISTRY: dict[str, type[ResourceProvider]] = {}
 
 PROVIDER_DEFAULTS = {}  # TODO: remove this after removing patching in -ext
 
@@ -66,12 +67,12 @@ class OperationStatus(Enum):
 @dataclass
 class ProgressEvent(Generic[Properties]):
     status: OperationStatus
-    resource_model: Optional[Properties] = None
-    resource_models: Optional[list[Properties]] = None
+    resource_model: Properties | None = None
+    resource_models: list[Properties] | None = None
 
     message: str = ""
-    result: Optional[str] = None
-    error_code: Optional[str] = None  # TODO: enum
+    result: str | None = None
+    error_code: str | None = None  # TODO: enum
     custom_context: dict = field(default_factory=dict)
 
 
@@ -84,7 +85,7 @@ class Credentials(TypedDict):
 class ResourceProviderPayloadRequestData(TypedDict):
     logicalResourceId: str
     resourceProperties: Properties
-    previousResourceProperties: Optional[Properties]
+    previousResourceProperties: Properties | None
     callerCredentials: Credentials
     providerCredentials: Credentials
     systemTags: dict[str, str]
@@ -184,8 +185,8 @@ class ResourceRequest(Generic[Properties]):
 
     custom_context: dict = field(default_factory=dict)
 
-    previous_state: Optional[Properties] = None
-    previous_tags: Optional[dict[str, str]] = None
+    previous_state: Properties | None = None
+    previous_tags: dict[str, str] | None = None
     tags: dict[str, str] = field(default_factory=dict)
 
 
diff --git a/localstack-core/localstack/services/cloudformation/resource_providers/aws_cloudformation_macro.py b/localstack-core/localstack/services/cloudformation/resource_providers/aws_cloudformation_macro.py
index 8f17b3d36368e..806f1df253e4d 100644
--- a/localstack-core/localstack/services/cloudformation/resource_providers/aws_cloudformation_macro.py
+++ b/localstack-core/localstack/services/cloudformation/resource_providers/aws_cloudformation_macro.py
@@ -2,7 +2,7 @@
 from __future__ import annotations
 
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -15,12 +15,12 @@
 
 
 class CloudFormationMacroProperties(TypedDict):
-    FunctionName: Optional[str]
-    Name: Optional[str]
-    Description: Optional[str]
-    Id: Optional[str]
-    LogGroupName: Optional[str]
-    LogRoleARN: Optional[str]
+    FunctionName: str | None
+    Name: str | None
+    Description: str | None
+    Id: str | None
+    LogGroupName: str | None
+    LogRoleARN: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/cloudformation/resource_providers/aws_cloudformation_macro_plugin.py b/localstack-core/localstack/services/cloudformation/resource_providers/aws_cloudformation_macro_plugin.py
index 9c6572792fc21..76c615e9179f1 100644
--- a/localstack-core/localstack/services/cloudformation/resource_providers/aws_cloudformation_macro_plugin.py
+++ b/localstack-core/localstack/services/cloudformation/resource_providers/aws_cloudformation_macro_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class CloudFormationMacroProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::CloudFormation::Macro"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.cloudformation.resource_providers.aws_cloudformation_macro import (
diff --git a/localstack-core/localstack/services/cloudformation/resource_providers/aws_cloudformation_stack.py b/localstack-core/localstack/services/cloudformation/resource_providers/aws_cloudformation_stack.py
index b30c629682cc6..1defe49ff3730 100644
--- a/localstack-core/localstack/services/cloudformation/resource_providers/aws_cloudformation_stack.py
+++ b/localstack-core/localstack/services/cloudformation/resource_providers/aws_cloudformation_stack.py
@@ -2,7 +2,7 @@
 from __future__ import annotations
 
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -14,17 +14,17 @@
 
 
 class CloudFormationStackProperties(TypedDict):
-    TemplateURL: Optional[str]
-    Id: Optional[str]
-    NotificationARNs: Optional[list[str]]
-    Parameters: Optional[dict]
-    Tags: Optional[list[Tag]]
-    TimeoutInMinutes: Optional[int]
+    TemplateURL: str | None
+    Id: str | None
+    NotificationARNs: list[str] | None
+    Parameters: dict | None
+    Tags: list[Tag] | None
+    TimeoutInMinutes: int | None
 
 
 class Tag(TypedDict):
-    Key: Optional[str]
-    Value: Optional[str]
+    Key: str | None
+    Value: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/cloudformation/resource_providers/aws_cloudformation_stack_plugin.py b/localstack-core/localstack/services/cloudformation/resource_providers/aws_cloudformation_stack_plugin.py
index 9dc020a564aa4..17c604a09e06d 100644
--- a/localstack-core/localstack/services/cloudformation/resource_providers/aws_cloudformation_stack_plugin.py
+++ b/localstack-core/localstack/services/cloudformation/resource_providers/aws_cloudformation_stack_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class CloudFormationStackProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::CloudFormation::Stack"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.cloudformation.resource_providers.aws_cloudformation_stack import (
diff --git a/localstack-core/localstack/services/cloudformation/resource_providers/aws_cloudformation_waitcondition.py b/localstack-core/localstack/services/cloudformation/resource_providers/aws_cloudformation_waitcondition.py
index 051c901e425d9..136bf77f6a1a2 100644
--- a/localstack-core/localstack/services/cloudformation/resource_providers/aws_cloudformation_waitcondition.py
+++ b/localstack-core/localstack/services/cloudformation/resource_providers/aws_cloudformation_waitcondition.py
@@ -3,7 +3,7 @@
 
 import uuid
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -15,11 +15,11 @@
 
 
 class CloudFormationWaitConditionProperties(TypedDict):
-    Count: Optional[int]
-    Data: Optional[dict]
-    Handle: Optional[str]
-    Id: Optional[str]
-    Timeout: Optional[str]
+    Count: int | None
+    Data: dict | None
+    Handle: str | None
+    Id: str | None
+    Timeout: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/cloudformation/resource_providers/aws_cloudformation_waitcondition_plugin.py b/localstack-core/localstack/services/cloudformation/resource_providers/aws_cloudformation_waitcondition_plugin.py
index bdc8b49fd2e6d..75b2afe98483f 100644
--- a/localstack-core/localstack/services/cloudformation/resource_providers/aws_cloudformation_waitcondition_plugin.py
+++ b/localstack-core/localstack/services/cloudformation/resource_providers/aws_cloudformation_waitcondition_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class CloudFormationWaitConditionProviderPlugin(CloudFormationResourceProviderPl
     name = "AWS::CloudFormation::WaitCondition"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.cloudformation.resource_providers.aws_cloudformation_waitcondition import (
diff --git a/localstack-core/localstack/services/cloudformation/resource_providers/aws_cloudformation_waitconditionhandle.py b/localstack-core/localstack/services/cloudformation/resource_providers/aws_cloudformation_waitconditionhandle.py
index f2b5237876fe0..60df870b9649e 100644
--- a/localstack-core/localstack/services/cloudformation/resource_providers/aws_cloudformation_waitconditionhandle.py
+++ b/localstack-core/localstack/services/cloudformation/resource_providers/aws_cloudformation_waitconditionhandle.py
@@ -2,7 +2,7 @@
 from __future__ import annotations
 
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -14,7 +14,7 @@
 
 
 class CloudFormationWaitConditionHandleProperties(TypedDict):
-    Id: Optional[str]
+    Id: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/cloudformation/resource_providers/aws_cloudformation_waitconditionhandle_plugin.py b/localstack-core/localstack/services/cloudformation/resource_providers/aws_cloudformation_waitconditionhandle_plugin.py
index f5888171517ab..13bafb3e8a0fc 100644
--- a/localstack-core/localstack/services/cloudformation/resource_providers/aws_cloudformation_waitconditionhandle_plugin.py
+++ b/localstack-core/localstack/services/cloudformation/resource_providers/aws_cloudformation_waitconditionhandle_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class CloudFormationWaitConditionHandleProviderPlugin(CloudFormationResourceProv
     name = "AWS::CloudFormation::WaitConditionHandle"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.cloudformation.resource_providers.aws_cloudformation_waitconditionhandle import (
diff --git a/localstack-core/localstack/services/cloudformation/scaffolding/__main__.py b/localstack-core/localstack/services/cloudformation/scaffolding/__main__.py
index 531eff44d611b..c199fc3515ef7 100644
--- a/localstack-core/localstack/services/cloudformation/scaffolding/__main__.py
+++ b/localstack-core/localstack/services/cloudformation/scaffolding/__main__.py
@@ -3,11 +3,12 @@
 import json
 import os
 import zipfile
+from collections.abc import Generator
 from dataclasses import dataclass
 from enum import Enum, auto
 from functools import reduce
 from pathlib import Path
-from typing import Any, Generator, Literal, Optional, TypedDict, TypeVar
+from typing import Any, Literal, TypedDict, TypeVar
 
 import click
 from jinja2 import Environment, FileSystemLoader
@@ -40,12 +41,12 @@ def Syntax(text: str, *args, **kwargs) -> str:
 
 
 class Property(TypedDict):
-    type: Optional[Literal["str"]]
-    items: Optional[dict]
+    type: Literal["str"] | None
+    items: dict | None
 
 
 class HandlerDefinition(TypedDict):
-    permissions: Optional[list[str]]
+    permissions: list[str] | None
 
 
 class HandlersDefinition(TypedDict):
@@ -58,8 +59,8 @@ class HandlersDefinition(TypedDict):
 
 class ResourceSchema(TypedDict):
     typeName: str
-    description: Optional[str]
-    required: Optional[list[str]]
+    description: str | None
+    required: list[str] | None
     properties: dict[str, Property]
     handlers: HandlersDefinition
 
@@ -171,7 +172,7 @@ def tests_root_dir(pro: bool = False) -> Path:
 def template_path(
     resource_name: ResourceName,
     file_type: FileType,
-    root: Optional[Path] = None,
+    root: Path | None = None,
     pro: bool = False,
 ) -> Path:
     """
diff --git a/localstack-core/localstack/services/cloudformation/scaffolding/propgen.py b/localstack-core/localstack/services/cloudformation/scaffolding/propgen.py
index 6a7e90166b490..626f0a9b7a82e 100644
--- a/localstack-core/localstack/services/cloudformation/scaffolding/propgen.py
+++ b/localstack-core/localstack/services/cloudformation/scaffolding/propgen.py
@@ -7,7 +7,7 @@
 import logging
 import textwrap
 from dataclasses import dataclass
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 LOG = logging.getLogger(__name__)
 
@@ -86,7 +86,7 @@ class Schema(TypedDict):
     properties: dict
     definitions: dict
     typeName: str
-    required: Optional[list[str]]
+    required: list[str] | None
 
 
 TYPE_MAP = {
diff --git a/localstack-core/localstack/services/cloudformation/stores.py b/localstack-core/localstack/services/cloudformation/stores.py
index 9765d523e2a60..697595e86b214 100644
--- a/localstack-core/localstack/services/cloudformation/stores.py
+++ b/localstack-core/localstack/services/cloudformation/stores.py
@@ -1,5 +1,4 @@
 import logging
-from typing import Optional
 
 from localstack.aws.api.cloudformation import Export, StackStatus
 from localstack.services.cloudformation.engine.entities import Stack, StackChangeSet, StackSet
@@ -127,9 +126,9 @@ def find_change_set(
     account_id: str,
     region_name: str,
     cs_name: str,
-    stack_name: Optional[str] = None,
+    stack_name: str | None = None,
     active_only: bool = False,
-) -> Optional[StackChangeSet]:
+) -> StackChangeSet | None:
     store = get_cloudformation_store(account_id, region_name)
     for stack in store.stacks.values():
         if active_only and stack.status == StackStatus.DELETE_COMPLETE:
diff --git a/localstack-core/localstack/services/cloudformation/v2/entities.py b/localstack-core/localstack/services/cloudformation/v2/entities.py
index 05e963721cadf..88517eb1276c8 100644
--- a/localstack-core/localstack/services/cloudformation/v2/entities.py
+++ b/localstack-core/localstack/services/cloudformation/v2/entities.py
@@ -1,5 +1,5 @@
-from datetime import datetime, timezone
-from typing import NotRequired, Optional, TypedDict
+from datetime import UTC, datetime
+from typing import NotRequired, TypedDict
 
 from localstack.aws.api.cloudformation import (
     Capability,
@@ -94,7 +94,7 @@ def __init__(
         self.status = initial_status
         self.status_reason = None
         self.change_set_ids = []
-        self.creation_time = datetime.now(tz=timezone.utc)
+        self.creation_time = datetime.now(tz=UTC)
         self.deletion_time = None
         self.change_set_id = None
         self.enable_termination_protection = False
@@ -152,7 +152,7 @@ def set_resource_status(
             LogicalResourceId=logical_resource_id,
             PhysicalResourceId=physical_resource_id,
             ResourceType=resource_type,
-            Timestamp=datetime.now(tz=timezone.utc),
+            Timestamp=datetime.now(tz=UTC),
             ResourceStatus=status,
             ResourceStatusReason=resource_status_reason,
         )
@@ -183,7 +183,7 @@ def _store_event(
     ):
         event = StackEvent(
             EventId=long_uid(),
-            Timestamp=datetime.now(tz=timezone.utc),
+            Timestamp=datetime.now(tz=UTC),
             StackId=self.stack_id,
             StackName=self.stack_name,
             LogicalResourceId=resource_id,
@@ -248,7 +248,7 @@ class ChangeSet:
     change_set_name: str
     change_set_id: str
     change_set_type: ChangeSetType
-    update_model: Optional[UpdateModel]
+    update_model: UpdateModel | None
     status: ChangeSetStatus
     status_reason: str | None
     execution_status: ExecutionStatus
@@ -270,7 +270,7 @@ def __init__(
         self.status_reason = None
         self.execution_status = ExecutionStatus.AVAILABLE
         self.update_model = None
-        self.creation_time = datetime.now(tz=timezone.utc)
+        self.creation_time = datetime.now(tz=UTC)
         self.resolved_parameters = []
 
         self.change_set_name = request_payload["ChangeSetName"]
diff --git a/localstack-core/localstack/services/cloudformation/v2/provider.py b/localstack-core/localstack/services/cloudformation/v2/provider.py
index fe6be39a826ca..c7372de2ac5e3 100644
--- a/localstack-core/localstack/services/cloudformation/v2/provider.py
+++ b/localstack-core/localstack/services/cloudformation/v2/provider.py
@@ -2,8 +2,8 @@
 import json
 import logging
 from collections import defaultdict
-from datetime import datetime, timezone
-from typing import Any, Optional
+from datetime import UTC, datetime
+from typing import Any
 
 from localstack.aws.api import RequestContext, handler
 from localstack.aws.api.cloudformation import (
@@ -209,7 +209,7 @@ def find_stack_instance(stack_set: StackSet, account: str, region: str) -> Stack
 class CloudformationProviderV2(CloudformationProvider):
     @staticmethod
     def _resolve_parameters(
-        template: Optional[dict], parameters: Optional[dict], account_id: str, region_name: str
+        template: dict | None, parameters: dict | None, account_id: str, region_name: str
     ) -> dict[str, EngineParameter]:
         template_parameters = template.get("Parameters", {})
         resolved_parameters = {}
@@ -251,11 +251,11 @@ def _resolve_parameters(
     def _setup_change_set_model(
         cls,
         change_set: ChangeSet,
-        before_template: Optional[dict],
-        after_template: Optional[dict],
-        before_parameters: Optional[dict],
-        after_parameters: Optional[dict],
-        previous_update_model: Optional[UpdateModel],
+        before_template: dict | None,
+        after_template: dict | None,
+        before_parameters: dict | None,
+        after_parameters: dict | None,
+        previous_update_model: UpdateModel | None,
     ):
         resolved_parameters = None
         if after_parameters is not None:
@@ -1376,7 +1376,7 @@ def delete_stack(
         # created, but never executed
         if stack.status == StackStatus.REVIEW_IN_PROGRESS and not stack.resolved_resources:
             stack.set_stack_status(StackStatus.DELETE_COMPLETE)
-            stack.deletion_time = datetime.now(tz=timezone.utc)
+            stack.deletion_time = datetime.now(tz=UTC)
             return
 
         previous_update_model = None
@@ -1404,7 +1404,7 @@ def _run(*args):
                 stack.set_stack_status(StackStatus.DELETE_IN_PROGRESS)
                 change_set_executor.execute()
                 stack.set_stack_status(StackStatus.DELETE_COMPLETE)
-                stack.deletion_time = datetime.now(tz=timezone.utc)
+                stack.deletion_time = datetime.now(tz=UTC)
             except Exception as e:
                 LOG.warning(
                     "Failed to delete stack '%s': %s",
diff --git a/localstack-core/localstack/services/cloudwatch/alarm_scheduler.py b/localstack-core/localstack/services/cloudwatch/alarm_scheduler.py
index 2b0675f121450..5300038bbc5c5 100644
--- a/localstack-core/localstack/services/cloudwatch/alarm_scheduler.py
+++ b/localstack-core/localstack/services/cloudwatch/alarm_scheduler.py
@@ -2,8 +2,8 @@
 import logging
 import math
 import threading
-from datetime import datetime, timedelta, timezone
-from typing import TYPE_CHECKING, List, Optional
+from datetime import UTC, datetime, timedelta
+from typing import TYPE_CHECKING
 
 from localstack.aws.api.cloudwatch import MetricAlarm, MetricDataQuery, MetricStat, StateValue
 from localstack.aws.connect import connect_to
@@ -120,7 +120,7 @@ def _is_alarm_supported(self, alarm_details: MetricAlarm) -> bool:
         return True
 
 
-def get_metric_alarm_details_for_alarm_arn(alarm_arn: str) -> Optional[MetricAlarm]:
+def get_metric_alarm_details_for_alarm_arn(alarm_arn: str) -> MetricAlarm | None:
     alarm_name = arns.extract_resource_from_arn(alarm_arn).split(":", 1)[1]
     client = get_cloudwatch_client_for_region_of_alarm(alarm_arn)
     metric_alarms = client.describe_alarms(AlarmNames=[alarm_name])["MetricAlarms"]
@@ -155,7 +155,7 @@ def generate_metric_query(alarm_details: MetricAlarm) -> MetricDataQuery:
     )
 
 
-def is_threshold_exceeded(metric_values: List[float], alarm_details: MetricAlarm) -> bool:
+def is_threshold_exceeded(metric_values: list[float], alarm_details: MetricAlarm) -> bool:
     """Evaluates if the threshold is exceeded for the configured alarm and given metric values
 
     :param metric_values: values to compare against threshold
@@ -185,7 +185,7 @@ def is_threshold_exceeded(metric_values: List[float], alarm_details: MetricAlarm
     return False
 
 
-def is_triggering_premature_alarm(metric_values: List[float], alarm_details: MetricAlarm) -> bool:
+def is_triggering_premature_alarm(metric_values: list[float], alarm_details: MetricAlarm) -> bool:
     """
     Checks if a premature alarm should be triggered.
     https://docs.aws.amazon.com/AmazonCloudWatch/latest/monitoring/AlarmThatSendsEmail.html#CloudWatch-alarms-avoiding-premature-transition:
@@ -217,7 +217,7 @@ def is_triggering_premature_alarm(metric_values: List[float], alarm_details: Met
     return False
 
 
-def collect_metric_data(alarm_details: MetricAlarm, client: "CloudWatchClient") -> List[float]:
+def collect_metric_data(alarm_details: MetricAlarm, client: "CloudWatchClient") -> list[float]:
     """
     Collects the metric data for the evaluation interval.
 
@@ -236,7 +236,7 @@ def collect_metric_data(alarm_details: MetricAlarm, client: "CloudWatchClient")
     magic_number = max(math.floor(evaluation_periods / 3), 2)
     collected_periods = evaluation_periods + magic_number
 
-    now = datetime.utcnow().replace(tzinfo=timezone.utc)
+    now = datetime.utcnow().replace(tzinfo=UTC)
     metric_query = generate_metric_query(alarm_details)
 
     # get_metric_data needs to be run in a loop, so we also collect empty data points on the right position
diff --git a/localstack-core/localstack/services/cloudwatch/cloudwatch_database_helper.py b/localstack-core/localstack/services/cloudwatch/cloudwatch_database_helper.py
index 43383cf2782ad..63bd8c691819e 100644
--- a/localstack-core/localstack/services/cloudwatch/cloudwatch_database_helper.py
+++ b/localstack-core/localstack/services/cloudwatch/cloudwatch_database_helper.py
@@ -2,8 +2,7 @@
 import os
 import sqlite3
 import threading
-from datetime import datetime, timezone
-from typing import Dict, List, Optional
+from datetime import UTC, datetime
 
 from localstack import config
 from localstack.aws.api.cloudwatch import MetricData, MetricDataQuery, ScanBy
@@ -92,7 +91,7 @@ def add_metric_data(
         self, account_id: str, region: str, namespace: str, metric_data: MetricData
     ):
         def _get_current_unix_timestamp_utc():
-            now = datetime.utcnow().replace(tzinfo=timezone.utc)
+            now = datetime.utcnow().replace(tzinfo=UTC)
             return int(now.timestamp())
 
         for metric in metric_data:
@@ -218,7 +217,7 @@ def get_metric_data_stat(
         start_time: datetime,
         end_time: datetime,
         scan_by: str,
-    ) -> Dict[str, List]:
+    ) -> dict[str, list]:
         metric_stat = query.get("MetricStat")
         metric = metric_stat.get("Metric")
         period = metric_stat.get("Period")
@@ -389,7 +388,7 @@ def clear_tables(self):
             cur.execute("VACUUM")
             conn.commit()
 
-    def _get_ordered_dimensions_with_separator(self, dims: Optional[List[Dict]], for_search=False):
+    def _get_ordered_dimensions_with_separator(self, dims: list[dict] | None, for_search=False):
         """
         Returns a string with the dimensions in the format "Name=Value\tName=Value\tName=Value" in order to store the metric
         with the dimensions in a single column in the database
diff --git a/localstack-core/localstack/services/cloudwatch/models.py b/localstack-core/localstack/services/cloudwatch/models.py
index a1246569f4f97..72e4e0ffc5313 100644
--- a/localstack-core/localstack/services/cloudwatch/models.py
+++ b/localstack-core/localstack/services/cloudwatch/models.py
@@ -1,6 +1,4 @@
 import datetime
-from datetime import timezone
-from typing import Dict, List
 
 from localstack.aws.api.cloudwatch import CompositeAlarm, DashboardBody, MetricAlarm, StateValue
 from localstack.services.stores import (
@@ -25,7 +23,7 @@ def __init__(self, account_id: str, region: str, alarm: MetricAlarm):
         self.set_default_attributes()
 
     def set_default_attributes(self):
-        current_time = datetime.datetime.now(timezone.utc)
+        current_time = datetime.datetime.now(datetime.UTC)
         self.alarm["AlarmArn"] = arns.cloudwatch_alarm_arn(
             self.alarm["AlarmName"], account_id=self.account_id, region_name=self.region
         )
@@ -53,7 +51,7 @@ def __init__(self, account_id: str, region: str, alarm: CompositeAlarm):
         self.set_default_attributes()
 
     def set_default_attributes(self):
-        current_time = datetime.datetime.now(timezone.utc)
+        current_time = datetime.datetime.now(datetime.UTC)
         self.alarm["AlarmArn"] = arns.cloudwatch_alarm_arn(
             self.alarm["AlarmName"], account_id=self.account_id, region_name=self.region
         )
@@ -97,13 +95,13 @@ class CloudWatchStore(BaseStore):
     TAGS: TaggingService = CrossRegionAttribute(default=TaggingService)
 
     # maps resource ARN to alarms
-    alarms: Dict[str, LocalStackAlarm] = LocalAttribute(default=dict)
+    alarms: dict[str, LocalStackAlarm] = LocalAttribute(default=dict)
 
     # Contains all the Alarm Histories. Per documentation, an alarm history is retained even if the alarm is deleted,
     # making it necessary to save this at store level
-    histories: List[Dict] = LocalAttribute(default=list)
+    histories: list[dict] = LocalAttribute(default=list)
 
-    dashboards: Dict[str, LocalStackDashboard] = LocalAttribute(default=dict)
+    dashboards: dict[str, LocalStackDashboard] = LocalAttribute(default=dict)
 
 
 cloudwatch_stores = AccountRegionBundle("cloudwatch", CloudWatchStore)
diff --git a/localstack-core/localstack/services/cloudwatch/provider.py b/localstack-core/localstack/services/cloudwatch/provider.py
index 42e4b5fe94e58..f21e9e47485bc 100644
--- a/localstack-core/localstack/services/cloudwatch/provider.py
+++ b/localstack-core/localstack/services/cloudwatch/provider.py
@@ -1,7 +1,7 @@
 import json
 import logging
 import uuid
-from typing import Any, Optional
+from typing import Any
 from xml.sax.saxutils import escape
 
 from moto.cloudwatch import cloudwatch_backends
@@ -115,18 +115,18 @@ def put_metric_alarm(
     description: str,
     dimensions: list[dict[str, str]],
     alarm_actions: list[str],
-    metric_data_queries: Optional[list[Any]] = None,
-    datapoints_to_alarm: Optional[int] = None,
-    extended_statistic: Optional[str] = None,
-    ok_actions: Optional[list[str]] = None,
-    insufficient_data_actions: Optional[list[str]] = None,
-    unit: Optional[str] = None,
+    metric_data_queries: list[Any] | None = None,
+    datapoints_to_alarm: int | None = None,
+    extended_statistic: str | None = None,
+    ok_actions: list[str] | None = None,
+    insufficient_data_actions: list[str] | None = None,
+    unit: str | None = None,
     actions_enabled: bool = True,
-    treat_missing_data: Optional[str] = None,
-    evaluate_low_sample_count_percentile: Optional[str] = None,
-    threshold_metric_id: Optional[str] = None,
-    rule: Optional[str] = None,
-    tags: Optional[list[dict[str, str]]] = None,
+    treat_missing_data: str | None = None,
+    evaluate_low_sample_count_percentile: str | None = None,
+    threshold_metric_id: str | None = None,
+    rule: str | None = None,
+    tags: list[dict[str, str]] | None = None,
 ) -> FakeAlarm:
     if description:
         description = escape(description)
diff --git a/localstack-core/localstack/services/cloudwatch/provider_v2.py b/localstack-core/localstack/services/cloudwatch/provider_v2.py
index 31f737fec9e23..32fcde651a8fa 100644
--- a/localstack-core/localstack/services/cloudwatch/provider_v2.py
+++ b/localstack-core/localstack/services/cloudwatch/provider_v2.py
@@ -4,8 +4,6 @@
 import re
 import threading
 import uuid
-from datetime import timezone
-from typing import List
 
 from localstack.aws.api import CommonServiceException, RequestContext, handler
 from localstack.aws.api.cloudwatch import (
@@ -244,7 +242,7 @@ def get_metric_data(
         label_options: LabelOptions = None,
         **kwargs,
     ) -> GetMetricDataOutput:
-        results: List[MetricDataResult] = []
+        results: list[MetricDataResult] = []
         limit = max_datapoints or 100_800
         messages: MetricDataResultMessages = []
         nxt = None
@@ -345,7 +343,7 @@ def set_alarm_state(
             if old_state == state_value:
                 return
 
-            alarm.alarm["StateTransitionedTimestamp"] = datetime.datetime.now(timezone.utc)
+            alarm.alarm["StateTransitionedTimestamp"] = datetime.datetime.now(datetime.UTC)
             # update startDate (=last ALARM date) - should only update when a new alarm is triggered
             # the date is only updated if we have a reason-data, which is set by an alarm
             if state_reason_data:
diff --git a/localstack-core/localstack/services/cloudwatch/resource_providers/aws_cloudwatch_alarm.py b/localstack-core/localstack/services/cloudwatch/resource_providers/aws_cloudwatch_alarm.py
index 56aa3292de1f4..a9cb85b83b61e 100644
--- a/localstack-core/localstack/services/cloudwatch/resource_providers/aws_cloudwatch_alarm.py
+++ b/localstack-core/localstack/services/cloudwatch/resource_providers/aws_cloudwatch_alarm.py
@@ -2,7 +2,7 @@
 from __future__ import annotations
 
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -14,57 +14,57 @@
 
 
 class CloudWatchAlarmProperties(TypedDict):
-    ComparisonOperator: Optional[str]
-    EvaluationPeriods: Optional[int]
-    ActionsEnabled: Optional[bool]
-    AlarmActions: Optional[list[str]]
-    AlarmDescription: Optional[str]
-    AlarmName: Optional[str]
-    Arn: Optional[str]
-    DatapointsToAlarm: Optional[int]
-    Dimensions: Optional[list[Dimension]]
-    EvaluateLowSampleCountPercentile: Optional[str]
-    ExtendedStatistic: Optional[str]
-    Id: Optional[str]
-    InsufficientDataActions: Optional[list[str]]
-    MetricName: Optional[str]
-    Metrics: Optional[list[MetricDataQuery]]
-    Namespace: Optional[str]
-    OKActions: Optional[list[str]]
-    Period: Optional[int]
-    Statistic: Optional[str]
-    Threshold: Optional[float]
-    ThresholdMetricId: Optional[str]
-    TreatMissingData: Optional[str]
-    Unit: Optional[str]
+    ComparisonOperator: str | None
+    EvaluationPeriods: int | None
+    ActionsEnabled: bool | None
+    AlarmActions: list[str] | None
+    AlarmDescription: str | None
+    AlarmName: str | None
+    Arn: str | None
+    DatapointsToAlarm: int | None
+    Dimensions: list[Dimension] | None
+    EvaluateLowSampleCountPercentile: str | None
+    ExtendedStatistic: str | None
+    Id: str | None
+    InsufficientDataActions: list[str] | None
+    MetricName: str | None
+    Metrics: list[MetricDataQuery] | None
+    Namespace: str | None
+    OKActions: list[str] | None
+    Period: int | None
+    Statistic: str | None
+    Threshold: float | None
+    ThresholdMetricId: str | None
+    TreatMissingData: str | None
+    Unit: str | None
 
 
 class Dimension(TypedDict):
-    Name: Optional[str]
-    Value: Optional[str]
+    Name: str | None
+    Value: str | None
 
 
 class Metric(TypedDict):
-    Dimensions: Optional[list[Dimension]]
-    MetricName: Optional[str]
-    Namespace: Optional[str]
+    Dimensions: list[Dimension] | None
+    MetricName: str | None
+    Namespace: str | None
 
 
 class MetricStat(TypedDict):
-    Metric: Optional[Metric]
-    Period: Optional[int]
-    Stat: Optional[str]
-    Unit: Optional[str]
+    Metric: Metric | None
+    Period: int | None
+    Stat: str | None
+    Unit: str | None
 
 
 class MetricDataQuery(TypedDict):
-    Id: Optional[str]
-    AccountId: Optional[str]
-    Expression: Optional[str]
-    Label: Optional[str]
-    MetricStat: Optional[MetricStat]
-    Period: Optional[int]
-    ReturnData: Optional[bool]
+    Id: str | None
+    AccountId: str | None
+    Expression: str | None
+    Label: str | None
+    MetricStat: MetricStat | None
+    Period: int | None
+    ReturnData: bool | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/cloudwatch/resource_providers/aws_cloudwatch_alarm_plugin.py b/localstack-core/localstack/services/cloudwatch/resource_providers/aws_cloudwatch_alarm_plugin.py
index 6dfffe39b52a4..13c82fed034ac 100644
--- a/localstack-core/localstack/services/cloudwatch/resource_providers/aws_cloudwatch_alarm_plugin.py
+++ b/localstack-core/localstack/services/cloudwatch/resource_providers/aws_cloudwatch_alarm_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class CloudWatchAlarmProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::CloudWatch::Alarm"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.cloudwatch.resource_providers.aws_cloudwatch_alarm import (
diff --git a/localstack-core/localstack/services/cloudwatch/resource_providers/aws_cloudwatch_compositealarm.py b/localstack-core/localstack/services/cloudwatch/resource_providers/aws_cloudwatch_compositealarm.py
index b6ca22b2e9f3f..cddbba144416f 100644
--- a/localstack-core/localstack/services/cloudwatch/resource_providers/aws_cloudwatch_compositealarm.py
+++ b/localstack-core/localstack/services/cloudwatch/resource_providers/aws_cloudwatch_compositealarm.py
@@ -2,7 +2,7 @@
 from __future__ import annotations
 
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -15,17 +15,17 @@
 
 
 class CloudWatchCompositeAlarmProperties(TypedDict):
-    AlarmRule: Optional[str]
-    ActionsEnabled: Optional[bool]
-    ActionsSuppressor: Optional[str]
-    ActionsSuppressorExtensionPeriod: Optional[int]
-    ActionsSuppressorWaitPeriod: Optional[int]
-    AlarmActions: Optional[list[str]]
-    AlarmDescription: Optional[str]
-    AlarmName: Optional[str]
-    Arn: Optional[str]
-    InsufficientDataActions: Optional[list[str]]
-    OKActions: Optional[list[str]]
+    AlarmRule: str | None
+    ActionsEnabled: bool | None
+    ActionsSuppressor: str | None
+    ActionsSuppressorExtensionPeriod: int | None
+    ActionsSuppressorWaitPeriod: int | None
+    AlarmActions: list[str] | None
+    AlarmDescription: str | None
+    AlarmName: str | None
+    Arn: str | None
+    InsufficientDataActions: list[str] | None
+    OKActions: list[str] | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/cloudwatch/resource_providers/aws_cloudwatch_compositealarm_plugin.py b/localstack-core/localstack/services/cloudwatch/resource_providers/aws_cloudwatch_compositealarm_plugin.py
index 867cebdbfe31d..9196997cea9e7 100644
--- a/localstack-core/localstack/services/cloudwatch/resource_providers/aws_cloudwatch_compositealarm_plugin.py
+++ b/localstack-core/localstack/services/cloudwatch/resource_providers/aws_cloudwatch_compositealarm_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class CloudWatchCompositeAlarmProviderPlugin(CloudFormationResourceProviderPlugi
     name = "AWS::CloudWatch::CompositeAlarm"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.cloudwatch.resource_providers.aws_cloudwatch_compositealarm import (
diff --git a/localstack-core/localstack/services/dynamodb/packages.py b/localstack-core/localstack/services/dynamodb/packages.py
index 9cbeafe6a489d..f80175b5df183 100644
--- a/localstack-core/localstack/services/dynamodb/packages.py
+++ b/localstack-core/localstack/services/dynamodb/packages.py
@@ -1,5 +1,4 @@
 import os
-from typing import List
 
 from localstack import config
 from localstack.constants import ARTIFACTS_REPO, MAVEN_REPO_URL
@@ -28,7 +27,7 @@ def __init__(self):
     def _get_installer(self, _) -> PackageInstaller:
         return DynamoDBLocalPackageInstaller()
 
-    def get_versions(self) -> List[str]:
+    def get_versions(self) -> list[str]:
         return ["2"]
 
 
diff --git a/localstack-core/localstack/services/dynamodb/provider.py b/localstack-core/localstack/services/dynamodb/provider.py
index e59a2d8841502..a1492fc2b41d8 100644
--- a/localstack-core/localstack/services/dynamodb/provider.py
+++ b/localstack-core/localstack/services/dynamodb/provider.py
@@ -12,7 +12,6 @@
 from contextlib import contextmanager
 from datetime import datetime
 from operator import itemgetter
-from typing import Dict, List, Optional
 
 import requests
 import werkzeug
@@ -492,7 +491,7 @@ class ExpiredItemsWorker:
     def __init__(self) -> None:
         super().__init__()
         self.scheduler = Scheduler()
-        self.thread: Optional[FuncThread] = None
+        self.thread: FuncThread | None = None
         self.mutex = threading.RLock()
 
     def start(self):
@@ -796,7 +795,7 @@ def describe_table(
         store = get_store(context.account_id, context.region)
 
         # Update replication details
-        replicas: Dict[RegionName, ReplicaDescription] = store.REPLICAS.get(table_name, {})
+        replicas: dict[RegionName, ReplicaDescription] = store.REPLICAS.get(table_name, {})
 
         replica_description_list = []
 
@@ -865,7 +864,7 @@ def update_table(
                 store = get_store(context.account_id, global_table_region)
 
                 # Dict with source region to set of replicated regions
-                replicas: Dict[RegionName, ReplicaDescription] = store.REPLICAS.get(table_name, {})
+                replicas: dict[RegionName, ReplicaDescription] = store.REPLICAS.get(table_name, {})
 
                 for replica_update in replica_updates:
                     for key, details in replica_update.items():
@@ -1512,7 +1511,7 @@ def create_global_table(
         replication_group: ReplicaList,
         **kwargs,
     ) -> CreateGlobalTableOutput:
-        global_tables: Dict = get_store(context.account_id, context.region).GLOBAL_TABLES
+        global_tables: dict = get_store(context.account_id, context.region).GLOBAL_TABLES
         if global_table_name in global_tables:
             raise GlobalTableAlreadyExistsException("Global table with this name already exists")
         replication_group = [grp.copy() for grp in replication_group or []]
@@ -1891,7 +1890,7 @@ def get_global_table_region(context: RequestContext, table_name: str) -> str:
         return context.region
 
     @staticmethod
-    def prepare_request_headers(headers: Dict, account_id: str, region_name: str):
+    def prepare_request_headers(headers: dict, account_id: str, region_name: str):
         """
         Modify the Credentials field of Authorization header to achieve namespacing in DynamoDBLocal.
         """
@@ -1908,7 +1907,7 @@ def prepare_request_headers(headers: Dict, account_id: str, region_name: str):
             flags=re.IGNORECASE,
         )
 
-    def fix_consumed_capacity(self, request: Dict, result: Dict):
+    def fix_consumed_capacity(self, request: dict, result: dict):
         # make sure we append 'ConsumedCapacity', which is properly
         # returned by dynalite, but not by AWS's DynamoDBLocal
         table_name = request.get("TableName")
@@ -2282,7 +2281,7 @@ def get_updated_records(
     account_id: str,
     region_name: str,
     table_name: str,
-    existing_items: List,
+    existing_items: list,
     server_url: str,
     table_stream_type: TableStreamType,
 ) -> RecordsMap:
diff --git a/localstack-core/localstack/services/dynamodb/resource_providers/aws_dynamodb_globaltable.py b/localstack-core/localstack/services/dynamodb/resource_providers/aws_dynamodb_globaltable.py
index af199a479576c..5fea595fd0605 100644
--- a/localstack-core/localstack/services/dynamodb/resource_providers/aws_dynamodb_globaltable.py
+++ b/localstack-core/localstack/services/dynamodb/resource_providers/aws_dynamodb_globaltable.py
@@ -2,7 +2,7 @@
 from __future__ import annotations
 
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -14,125 +14,125 @@
 
 
 class DynamoDBGlobalTableProperties(TypedDict):
-    AttributeDefinitions: Optional[list[AttributeDefinition]]
-    KeySchema: Optional[list[KeySchema]]
-    Replicas: Optional[list[ReplicaSpecification]]
-    Arn: Optional[str]
-    BillingMode: Optional[str]
-    GlobalSecondaryIndexes: Optional[list[GlobalSecondaryIndex]]
-    LocalSecondaryIndexes: Optional[list[LocalSecondaryIndex]]
-    SSESpecification: Optional[SSESpecification]
-    StreamArn: Optional[str]
-    StreamSpecification: Optional[StreamSpecification]
-    TableId: Optional[str]
-    TableName: Optional[str]
-    TimeToLiveSpecification: Optional[TimeToLiveSpecification]
-    WriteProvisionedThroughputSettings: Optional[WriteProvisionedThroughputSettings]
+    AttributeDefinitions: list[AttributeDefinition] | None
+    KeySchema: list[KeySchema] | None
+    Replicas: list[ReplicaSpecification] | None
+    Arn: str | None
+    BillingMode: str | None
+    GlobalSecondaryIndexes: list[GlobalSecondaryIndex] | None
+    LocalSecondaryIndexes: list[LocalSecondaryIndex] | None
+    SSESpecification: SSESpecification | None
+    StreamArn: str | None
+    StreamSpecification: StreamSpecification | None
+    TableId: str | None
+    TableName: str | None
+    TimeToLiveSpecification: TimeToLiveSpecification | None
+    WriteProvisionedThroughputSettings: WriteProvisionedThroughputSettings | None
 
 
 class AttributeDefinition(TypedDict):
-    AttributeName: Optional[str]
-    AttributeType: Optional[str]
+    AttributeName: str | None
+    AttributeType: str | None
 
 
 class KeySchema(TypedDict):
-    AttributeName: Optional[str]
-    KeyType: Optional[str]
+    AttributeName: str | None
+    KeyType: str | None
 
 
 class Projection(TypedDict):
-    NonKeyAttributes: Optional[list[str]]
-    ProjectionType: Optional[str]
+    NonKeyAttributes: list[str] | None
+    ProjectionType: str | None
 
 
 class TargetTrackingScalingPolicyConfiguration(TypedDict):
-    TargetValue: Optional[float]
-    DisableScaleIn: Optional[bool]
-    ScaleInCooldown: Optional[int]
-    ScaleOutCooldown: Optional[int]
+    TargetValue: float | None
+    DisableScaleIn: bool | None
+    ScaleInCooldown: int | None
+    ScaleOutCooldown: int | None
 
 
 class CapacityAutoScalingSettings(TypedDict):
-    MaxCapacity: Optional[int]
-    MinCapacity: Optional[int]
-    TargetTrackingScalingPolicyConfiguration: Optional[TargetTrackingScalingPolicyConfiguration]
-    SeedCapacity: Optional[int]
+    MaxCapacity: int | None
+    MinCapacity: int | None
+    TargetTrackingScalingPolicyConfiguration: TargetTrackingScalingPolicyConfiguration | None
+    SeedCapacity: int | None
 
 
 class WriteProvisionedThroughputSettings(TypedDict):
-    WriteCapacityAutoScalingSettings: Optional[CapacityAutoScalingSettings]
+    WriteCapacityAutoScalingSettings: CapacityAutoScalingSettings | None
 
 
 class GlobalSecondaryIndex(TypedDict):
-    IndexName: Optional[str]
-    KeySchema: Optional[list[KeySchema]]
-    Projection: Optional[Projection]
-    WriteProvisionedThroughputSettings: Optional[WriteProvisionedThroughputSettings]
+    IndexName: str | None
+    KeySchema: list[KeySchema] | None
+    Projection: Projection | None
+    WriteProvisionedThroughputSettings: WriteProvisionedThroughputSettings | None
 
 
 class LocalSecondaryIndex(TypedDict):
-    IndexName: Optional[str]
-    KeySchema: Optional[list[KeySchema]]
-    Projection: Optional[Projection]
+    IndexName: str | None
+    KeySchema: list[KeySchema] | None
+    Projection: Projection | None
 
 
 class ContributorInsightsSpecification(TypedDict):
-    Enabled: Optional[bool]
+    Enabled: bool | None
 
 
 class ReadProvisionedThroughputSettings(TypedDict):
-    ReadCapacityAutoScalingSettings: Optional[CapacityAutoScalingSettings]
-    ReadCapacityUnits: Optional[int]
+    ReadCapacityAutoScalingSettings: CapacityAutoScalingSettings | None
+    ReadCapacityUnits: int | None
 
 
 class ReplicaGlobalSecondaryIndexSpecification(TypedDict):
-    IndexName: Optional[str]
-    ContributorInsightsSpecification: Optional[ContributorInsightsSpecification]
-    ReadProvisionedThroughputSettings: Optional[ReadProvisionedThroughputSettings]
+    IndexName: str | None
+    ContributorInsightsSpecification: ContributorInsightsSpecification | None
+    ReadProvisionedThroughputSettings: ReadProvisionedThroughputSettings | None
 
 
 class PointInTimeRecoverySpecification(TypedDict):
-    PointInTimeRecoveryEnabled: Optional[bool]
+    PointInTimeRecoveryEnabled: bool | None
 
 
 class ReplicaSSESpecification(TypedDict):
-    KMSMasterKeyId: Optional[str]
+    KMSMasterKeyId: str | None
 
 
 class Tag(TypedDict):
-    Key: Optional[str]
-    Value: Optional[str]
+    Key: str | None
+    Value: str | None
 
 
 class KinesisStreamSpecification(TypedDict):
-    StreamArn: Optional[str]
+    StreamArn: str | None
 
 
 class ReplicaSpecification(TypedDict):
-    Region: Optional[str]
-    ContributorInsightsSpecification: Optional[ContributorInsightsSpecification]
-    DeletionProtectionEnabled: Optional[bool]
-    GlobalSecondaryIndexes: Optional[list[ReplicaGlobalSecondaryIndexSpecification]]
-    KinesisStreamSpecification: Optional[KinesisStreamSpecification]
-    PointInTimeRecoverySpecification: Optional[PointInTimeRecoverySpecification]
-    ReadProvisionedThroughputSettings: Optional[ReadProvisionedThroughputSettings]
-    SSESpecification: Optional[ReplicaSSESpecification]
-    TableClass: Optional[str]
-    Tags: Optional[list[Tag]]
+    Region: str | None
+    ContributorInsightsSpecification: ContributorInsightsSpecification | None
+    DeletionProtectionEnabled: bool | None
+    GlobalSecondaryIndexes: list[ReplicaGlobalSecondaryIndexSpecification] | None
+    KinesisStreamSpecification: KinesisStreamSpecification | None
+    PointInTimeRecoverySpecification: PointInTimeRecoverySpecification | None
+    ReadProvisionedThroughputSettings: ReadProvisionedThroughputSettings | None
+    SSESpecification: ReplicaSSESpecification | None
+    TableClass: str | None
+    Tags: list[Tag] | None
 
 
 class SSESpecification(TypedDict):
-    SSEEnabled: Optional[bool]
-    SSEType: Optional[str]
+    SSEEnabled: bool | None
+    SSEType: str | None
 
 
 class StreamSpecification(TypedDict):
-    StreamViewType: Optional[str]
+    StreamViewType: str | None
 
 
 class TimeToLiveSpecification(TypedDict):
-    Enabled: Optional[bool]
-    AttributeName: Optional[str]
+    Enabled: bool | None
+    AttributeName: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/dynamodb/resource_providers/aws_dynamodb_globaltable_plugin.py b/localstack-core/localstack/services/dynamodb/resource_providers/aws_dynamodb_globaltable_plugin.py
index 8de0265d3d5f1..ca7cb4448f530 100644
--- a/localstack-core/localstack/services/dynamodb/resource_providers/aws_dynamodb_globaltable_plugin.py
+++ b/localstack-core/localstack/services/dynamodb/resource_providers/aws_dynamodb_globaltable_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class DynamoDBGlobalTableProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::DynamoDB::GlobalTable"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.dynamodb.resource_providers.aws_dynamodb_globaltable import (
diff --git a/localstack-core/localstack/services/dynamodb/resource_providers/aws_dynamodb_table.py b/localstack-core/localstack/services/dynamodb/resource_providers/aws_dynamodb_table.py
index 469c944cca898..1c27ee05eebae 100644
--- a/localstack-core/localstack/services/dynamodb/resource_providers/aws_dynamodb_table.py
+++ b/localstack-core/localstack/services/dynamodb/resource_providers/aws_dynamodb_table.py
@@ -2,7 +2,7 @@
 from __future__ import annotations
 
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -14,113 +14,113 @@
 
 
 class DynamoDBTableProperties(TypedDict):
-    KeySchema: Optional[list[KeySchema] | dict]
-    Arn: Optional[str]
-    AttributeDefinitions: Optional[list[AttributeDefinition]]
-    BillingMode: Optional[str]
-    ContributorInsightsSpecification: Optional[ContributorInsightsSpecification]
-    DeletionProtectionEnabled: Optional[bool]
-    GlobalSecondaryIndexes: Optional[list[GlobalSecondaryIndex]]
-    ImportSourceSpecification: Optional[ImportSourceSpecification]
-    KinesisStreamSpecification: Optional[KinesisStreamSpecification]
-    LocalSecondaryIndexes: Optional[list[LocalSecondaryIndex]]
-    PointInTimeRecoverySpecification: Optional[PointInTimeRecoverySpecification]
-    ProvisionedThroughput: Optional[ProvisionedThroughput]
-    SSESpecification: Optional[SSESpecification]
-    StreamArn: Optional[str]
-    StreamSpecification: Optional[StreamSpecification]
-    TableClass: Optional[str]
-    TableName: Optional[str]
-    Tags: Optional[list[Tag]]
-    TimeToLiveSpecification: Optional[TimeToLiveSpecification]
+    KeySchema: list[KeySchema] | dict | None
+    Arn: str | None
+    AttributeDefinitions: list[AttributeDefinition] | None
+    BillingMode: str | None
+    ContributorInsightsSpecification: ContributorInsightsSpecification | None
+    DeletionProtectionEnabled: bool | None
+    GlobalSecondaryIndexes: list[GlobalSecondaryIndex] | None
+    ImportSourceSpecification: ImportSourceSpecification | None
+    KinesisStreamSpecification: KinesisStreamSpecification | None
+    LocalSecondaryIndexes: list[LocalSecondaryIndex] | None
+    PointInTimeRecoverySpecification: PointInTimeRecoverySpecification | None
+    ProvisionedThroughput: ProvisionedThroughput | None
+    SSESpecification: SSESpecification | None
+    StreamArn: str | None
+    StreamSpecification: StreamSpecification | None
+    TableClass: str | None
+    TableName: str | None
+    Tags: list[Tag] | None
+    TimeToLiveSpecification: TimeToLiveSpecification | None
 
 
 class AttributeDefinition(TypedDict):
-    AttributeName: Optional[str]
-    AttributeType: Optional[str]
+    AttributeName: str | None
+    AttributeType: str | None
 
 
 class KeySchema(TypedDict):
-    AttributeName: Optional[str]
-    KeyType: Optional[str]
+    AttributeName: str | None
+    KeyType: str | None
 
 
 class Projection(TypedDict):
-    NonKeyAttributes: Optional[list[str]]
-    ProjectionType: Optional[str]
+    NonKeyAttributes: list[str] | None
+    ProjectionType: str | None
 
 
 class ProvisionedThroughput(TypedDict):
-    ReadCapacityUnits: Optional[int]
-    WriteCapacityUnits: Optional[int]
+    ReadCapacityUnits: int | None
+    WriteCapacityUnits: int | None
 
 
 class ContributorInsightsSpecification(TypedDict):
-    Enabled: Optional[bool]
+    Enabled: bool | None
 
 
 class GlobalSecondaryIndex(TypedDict):
-    IndexName: Optional[str]
-    KeySchema: Optional[list[KeySchema]]
-    Projection: Optional[Projection]
-    ContributorInsightsSpecification: Optional[ContributorInsightsSpecification]
-    ProvisionedThroughput: Optional[ProvisionedThroughput]
+    IndexName: str | None
+    KeySchema: list[KeySchema] | None
+    Projection: Projection | None
+    ContributorInsightsSpecification: ContributorInsightsSpecification | None
+    ProvisionedThroughput: ProvisionedThroughput | None
 
 
 class LocalSecondaryIndex(TypedDict):
-    IndexName: Optional[str]
-    KeySchema: Optional[list[KeySchema]]
-    Projection: Optional[Projection]
+    IndexName: str | None
+    KeySchema: list[KeySchema] | None
+    Projection: Projection | None
 
 
 class PointInTimeRecoverySpecification(TypedDict):
-    PointInTimeRecoveryEnabled: Optional[bool]
+    PointInTimeRecoveryEnabled: bool | None
 
 
 class SSESpecification(TypedDict):
-    SSEEnabled: Optional[bool]
-    KMSMasterKeyId: Optional[str]
-    SSEType: Optional[str]
+    SSEEnabled: bool | None
+    KMSMasterKeyId: str | None
+    SSEType: str | None
 
 
 class StreamSpecification(TypedDict):
-    StreamViewType: Optional[str]
+    StreamViewType: str | None
 
 
 class Tag(TypedDict):
-    Key: Optional[str]
-    Value: Optional[str]
+    Key: str | None
+    Value: str | None
 
 
 class TimeToLiveSpecification(TypedDict):
-    AttributeName: Optional[str]
-    Enabled: Optional[bool]
+    AttributeName: str | None
+    Enabled: bool | None
 
 
 class KinesisStreamSpecification(TypedDict):
-    StreamArn: Optional[str]
+    StreamArn: str | None
 
 
 class S3BucketSource(TypedDict):
-    S3Bucket: Optional[str]
-    S3BucketOwner: Optional[str]
-    S3KeyPrefix: Optional[str]
+    S3Bucket: str | None
+    S3BucketOwner: str | None
+    S3KeyPrefix: str | None
 
 
 class Csv(TypedDict):
-    Delimiter: Optional[str]
-    HeaderList: Optional[list[str]]
+    Delimiter: str | None
+    HeaderList: list[str] | None
 
 
 class InputFormatOptions(TypedDict):
-    Csv: Optional[Csv]
+    Csv: Csv | None
 
 
 class ImportSourceSpecification(TypedDict):
-    InputFormat: Optional[str]
-    S3BucketSource: Optional[S3BucketSource]
-    InputCompressionType: Optional[str]
-    InputFormatOptions: Optional[InputFormatOptions]
+    InputFormat: str | None
+    S3BucketSource: S3BucketSource | None
+    InputCompressionType: str | None
+    InputFormatOptions: InputFormatOptions | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/dynamodb/resource_providers/aws_dynamodb_table_plugin.py b/localstack-core/localstack/services/dynamodb/resource_providers/aws_dynamodb_table_plugin.py
index 5f263b9e9d068..a2fba6f7af626 100644
--- a/localstack-core/localstack/services/dynamodb/resource_providers/aws_dynamodb_table_plugin.py
+++ b/localstack-core/localstack/services/dynamodb/resource_providers/aws_dynamodb_table_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class DynamoDBTableProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::DynamoDB::Table"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.dynamodb.resource_providers.aws_dynamodb_table import (
diff --git a/localstack-core/localstack/services/dynamodb/utils.py b/localstack-core/localstack/services/dynamodb/utils.py
index 4ff065440abec..530c937d0424e 100644
--- a/localstack-core/localstack/services/dynamodb/utils.py
+++ b/localstack-core/localstack/services/dynamodb/utils.py
@@ -1,7 +1,6 @@
 import logging
 import re
 from binascii import crc32
-from typing import Dict, List, Optional
 
 from boto3.dynamodb.types import TypeDeserializer, TypeSerializer
 from cachetools import TTLCache
@@ -61,7 +60,7 @@ def get_ddb_access_key(account_id: str, region_name: str) -> str:
 class ItemSet:
     """Represents a set of items and provides utils to find individual items in the set"""
 
-    def __init__(self, items: List[Dict], key_schema: List[Dict]):
+    def __init__(self, items: list[dict], key_schema: list[dict]):
         self.items_list = items
         self.key_schema = key_schema
         self._build_dict()
@@ -71,11 +70,11 @@ def _build_dict(self):
         for item in self.items_list:
             self.items_dict[self._hashable_key(item)] = item
 
-    def _hashable_key(self, item: Dict):
+    def _hashable_key(self, item: dict):
         keys = SchemaExtractor.extract_keys_for_schema(item=item, key_schema=self.key_schema)
         return canonical_json(keys)
 
-    def find_item(self, item: Dict) -> Optional[Dict]:
+    def find_item(self, item: dict) -> dict | None:
         key = self._hashable_key(item)
         return self.items_dict.get(key)
 
@@ -83,13 +82,13 @@ def find_item(self, item: Dict) -> Optional[Dict]:
 class SchemaExtractor:
     @classmethod
     def extract_keys(
-        cls, item: Dict, table_name: str, account_id: str, region_name: str
-    ) -> Optional[Dict]:
+        cls, item: dict, table_name: str, account_id: str, region_name: str
+    ) -> dict | None:
         key_schema = cls.get_key_schema(table_name, account_id, region_name)
         return cls.extract_keys_for_schema(item, key_schema)
 
     @classmethod
-    def extract_keys_for_schema(cls, item: Dict, key_schema: List[Dict]):
+    def extract_keys_for_schema(cls, item: dict, key_schema: list[dict]):
         result = {}
         for key in key_schema:
             attr_name = key["AttributeName"]
@@ -104,10 +103,10 @@ def extract_keys_for_schema(cls, item: Dict, key_schema: List[Dict]):
     @classmethod
     def get_key_schema(
         cls, table_name: str, account_id: str, region_name: str
-    ) -> Optional[List[Dict]]:
+    ) -> list[dict] | None:
         from localstack.services.dynamodb.provider import get_store
 
-        table_definitions: Dict = get_store(
+        table_definitions: dict = get_store(
             account_id=account_id,
             region_name=region_name,
         ).table_definitions
@@ -169,12 +168,12 @@ def get_ddb_local_client(account_id: str, region_name: str, endpoint_url: str):
 
     @staticmethod
     def find_existing_item(
-        put_item: Dict,
+        put_item: dict,
         table_name: str,
         account_id: str,
         region_name: str,
         endpoint_url: str,
-    ) -> Optional[AttributeMap]:
+    ) -> AttributeMap | None:
         from localstack.services.dynamodb.provider import ValidationException
 
         ddb_client = ItemFinder.get_ddb_local_client(account_id, region_name, endpoint_url)
@@ -273,7 +272,7 @@ def find_existing_items(
     @classmethod
     def list_existing_items_for_statement(
         cls, partiql_statement: str, account_id: str, region_name: str, endpoint_url: str
-    ) -> List:
+    ) -> list:
         table_name = extract_table_name_from_partiql_update(partiql_statement)
         if not table_name:
             return []
@@ -288,7 +287,7 @@ def list_existing_items_for_statement(
     @staticmethod
     def get_all_table_items(
         account_id: str, region_name: str, table_name: str, endpoint_url: str
-    ) -> List:
+    ) -> list:
         ddb_client = ItemFinder.get_ddb_local_client(account_id, region_name, endpoint_url)
         dynamodb_kwargs = {"TableName": table_name}
         all_items = list_all_resources(
@@ -300,7 +299,7 @@ def get_all_table_items(
         return all_items
 
 
-def extract_table_name_from_partiql_update(statement: str) -> Optional[str]:
+def extract_table_name_from_partiql_update(statement: str) -> str | None:
     regex = r"^\s*(UPDATE|INSERT\s+INTO|DELETE\s+FROM)\s+([^\s]+).*"
     match = re.match(regex, statement, flags=re.IGNORECASE | re.MULTILINE)
     return match and match.group(2)
diff --git a/localstack-core/localstack/services/dynamodb/v2/provider.py b/localstack-core/localstack/services/dynamodb/v2/provider.py
index 17921f59c4e2e..b7f22b83b8a59 100644
--- a/localstack-core/localstack/services/dynamodb/v2/provider.py
+++ b/localstack-core/localstack/services/dynamodb/v2/provider.py
@@ -9,7 +9,6 @@
 from contextlib import contextmanager
 from datetime import datetime
 from operator import itemgetter
-from typing import Dict, Optional
 
 import requests
 import werkzeug
@@ -340,7 +339,7 @@ class ExpiredItemsWorker:
     def __init__(self) -> None:
         super().__init__()
         self.scheduler = Scheduler()
-        self.thread: Optional[FuncThread] = None
+        self.thread: FuncThread | None = None
         self.mutex = threading.RLock()
 
     def start(self):
@@ -607,7 +606,7 @@ def describe_table(
         store = get_store(context.account_id, context.region)
 
         # Update replication details
-        replicas: Dict[RegionName, ReplicaDescription] = store.REPLICAS.get(table_name, {})
+        replicas: dict[RegionName, ReplicaDescription] = store.REPLICAS.get(table_name, {})
 
         replica_description_list = []
 
@@ -676,7 +675,7 @@ def update_table(
                 store = get_store(context.account_id, global_table_region)
 
                 # Dict with source region to set of replicated regions
-                replicas: Dict[RegionName, ReplicaDescription] = store.REPLICAS.get(table_name, {})
+                replicas: dict[RegionName, ReplicaDescription] = store.REPLICAS.get(table_name, {})
 
                 for replica_update in replica_updates:
                     for key, details in replica_update.items():
@@ -1036,7 +1035,7 @@ def create_global_table(
         replication_group: ReplicaList,
         **kwargs,
     ) -> CreateGlobalTableOutput:
-        global_tables: Dict = get_store(context.account_id, context.region).GLOBAL_TABLES
+        global_tables: dict = get_store(context.account_id, context.region).GLOBAL_TABLES
         if global_table_name in global_tables:
             raise GlobalTableAlreadyExistsException("Global table with this name already exists")
         replication_group = [grp.copy() for grp in replication_group or []]
@@ -1410,7 +1409,7 @@ def get_global_table_region(context: RequestContext, table_name: str) -> str:
         return context.region
 
     @staticmethod
-    def prepare_request_headers(headers: Dict, account_id: str, region_name: str):
+    def prepare_request_headers(headers: dict, account_id: str, region_name: str):
         """
         Modify the Credentials field of Authorization header to achieve namespacing in DynamoDBLocal.
         """
@@ -1427,7 +1426,7 @@ def prepare_request_headers(headers: Dict, account_id: str, region_name: str):
             flags=re.IGNORECASE,
         )
 
-    def fix_consumed_capacity(self, request: Dict, result: Dict):
+    def fix_consumed_capacity(self, request: dict, result: dict):
         # make sure we append 'ConsumedCapacity', which is properly
         # returned by dynalite, but not by AWS's DynamoDBLocal
         table_name = request.get("TableName")
diff --git a/localstack-core/localstack/services/dynamodbstreams/dynamodbstreams_api.py b/localstack-core/localstack/services/dynamodbstreams/dynamodbstreams_api.py
index e9164465fdd57..45ae3f3bc472f 100644
--- a/localstack-core/localstack/services/dynamodbstreams/dynamodbstreams_api.py
+++ b/localstack-core/localstack/services/dynamodbstreams/dynamodbstreams_api.py
@@ -1,6 +1,6 @@
 import logging
 import threading
-from typing import TYPE_CHECKING, Dict
+from typing import TYPE_CHECKING
 
 from bson.json_util import dumps
 
@@ -206,7 +206,7 @@ def kinesis_shard_id(dynamodbstream_shard_id: str) -> str:
     return f"{shard_params[0]}-{shard_params[-1]}"
 
 
-def get_shard_id(stream: Dict, kinesis_shard_id: str) -> str:
+def get_shard_id(stream: dict, kinesis_shard_id: str) -> str:
     ddb_stream_shard_id = stream.get("shards_id_map", {}).get(kinesis_shard_id)
     if not ddb_stream_shard_id:
         ddb_stream_shard_id = shard_id(kinesis_shard_id)
diff --git a/localstack-core/localstack/services/dynamodbstreams/models.py b/localstack-core/localstack/services/dynamodbstreams/models.py
index a8a6672babf11..858954f3f9772 100644
--- a/localstack-core/localstack/services/dynamodbstreams/models.py
+++ b/localstack-core/localstack/services/dynamodbstreams/models.py
@@ -1,11 +1,9 @@
-from typing import Dict
-
 from localstack.services.stores import AccountRegionBundle, BaseStore, LocalAttribute
 
 
 class DynamoDbStreamsStore(BaseStore):
     # maps table names to DynamoDB stream descriptions
-    ddb_streams: Dict[str, dict] = LocalAttribute(default=dict)
+    ddb_streams: dict[str, dict] = LocalAttribute(default=dict)
 
 
 dynamodbstreams_stores = AccountRegionBundle("dynamodbstreams", DynamoDbStreamsStore)
diff --git a/localstack-core/localstack/services/ec2/patches.py b/localstack-core/localstack/services/ec2/patches.py
index a52a14347d2ad..66ead222acfa6 100644
--- a/localstack-core/localstack/services/ec2/patches.py
+++ b/localstack-core/localstack/services/ec2/patches.py
@@ -1,5 +1,4 @@
 import logging
-from typing import Optional
 
 from moto.ec2 import models as ec2_models
 from moto.ec2.models.vpcs import VPCEndPoint
@@ -120,7 +119,7 @@ def ec2_create_subnet(
         fn: ec2_models.subnets.SubnetBackend.create_subnet,
         self: ec2_models.subnets.SubnetBackend,
         *args,
-        tags: Optional[dict[str, str]] = None,
+        tags: dict[str, str] | None = None,
         **kwargs,
     ):
         # Patch this method so that we can create a subnet with a specific "custom"
@@ -173,8 +172,8 @@ def ec2_create_security_group(
         self: ec2_models.security_groups.SecurityGroupBackend,
         name: str,
         *args,
-        vpc_id: Optional[str] = None,
-        tags: Optional[dict[str, str]] = None,
+        vpc_id: str | None = None,
+        tags: dict[str, str] | None = None,
         force: bool = False,
         **kwargs,
     ):
@@ -213,7 +212,7 @@ def ec2_create_vpc(
         self: ec2_models.vpcs.VPCBackend,
         cidr_block: str,
         *args,
-        tags: Optional[list[dict[str, str]]] = None,
+        tags: list[dict[str, str]] | None = None,
         is_default: bool = False,
         **kwargs,
     ):
diff --git a/localstack-core/localstack/services/ec2/provider.py b/localstack-core/localstack/services/ec2/provider.py
index ab52195e4cfa8..03a72e873b35f 100644
--- a/localstack-core/localstack/services/ec2/provider.py
+++ b/localstack-core/localstack/services/ec2/provider.py
@@ -3,7 +3,7 @@
 import logging
 import re
 from abc import ABC
-from datetime import datetime, timezone
+from datetime import UTC, datetime
 
 from botocore.parsers import ResponseParserError
 from moto.core.utils import camelcase_to_underscores, underscores_to_camelcase
@@ -173,13 +173,13 @@ def describe_reserved_instances(
                 ReservedInstances(
                     AvailabilityZone="eu-central-1a",
                     Duration=2628000,
-                    End=datetime(2016, 6, 30, tzinfo=timezone.utc),
+                    End=datetime(2016, 6, 30, tzinfo=UTC),
                     FixedPrice=0.0,
                     InstanceCount=2,
                     InstanceType=InstanceType.t2_small,
                     ProductDescription=RIProductDescription.Linux_UNIX,
                     ReservedInstancesId=long_uid(),
-                    Start=datetime(2016, 1, 1, tzinfo=timezone.utc),
+                    Start=datetime(2016, 1, 1, tzinfo=UTC),
                     State=ReservedInstanceState.active,
                     UsagePrice=0.05,
                     CurrencyCode=CurrencyCodeValues.USD,
diff --git a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_dhcpoptions.py b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_dhcpoptions.py
index 03665a7c45fb6..c89efbef56a00 100644
--- a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_dhcpoptions.py
+++ b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_dhcpoptions.py
@@ -2,7 +2,7 @@
 from __future__ import annotations
 
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -14,18 +14,18 @@
 
 
 class EC2DHCPOptionsProperties(TypedDict):
-    DhcpOptionsId: Optional[str]
-    DomainName: Optional[str]
-    DomainNameServers: Optional[list[str]]
-    NetbiosNameServers: Optional[list[str]]
-    NetbiosNodeType: Optional[int]
-    NtpServers: Optional[list[str]]
-    Tags: Optional[list[Tag]]
+    DhcpOptionsId: str | None
+    DomainName: str | None
+    DomainNameServers: list[str] | None
+    NetbiosNameServers: list[str] | None
+    NetbiosNodeType: int | None
+    NtpServers: list[str] | None
+    Tags: list[Tag] | None
 
 
 class Tag(TypedDict):
-    Key: Optional[str]
-    Value: Optional[str]
+    Key: str | None
+    Value: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_dhcpoptions_plugin.py b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_dhcpoptions_plugin.py
index c3ac8bb5a5827..947069d5b29d7 100644
--- a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_dhcpoptions_plugin.py
+++ b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_dhcpoptions_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class EC2DHCPOptionsProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::EC2::DHCPOptions"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.ec2.resource_providers.aws_ec2_dhcpoptions import (
diff --git a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_instance.py b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_instance.py
index 8c33cde7b2ab8..457dd54450f27 100644
--- a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_instance.py
+++ b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_instance.py
@@ -3,7 +3,7 @@
 
 import base64
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -16,155 +16,155 @@
 
 
 class EC2InstanceProperties(TypedDict):
-    AdditionalInfo: Optional[str]
-    Affinity: Optional[str]
-    AvailabilityZone: Optional[str]
-    BlockDeviceMappings: Optional[list[BlockDeviceMapping]]
-    CpuOptions: Optional[CpuOptions]
-    CreditSpecification: Optional[CreditSpecification]
-    DisableApiTermination: Optional[bool]
-    EbsOptimized: Optional[bool]
-    ElasticGpuSpecifications: Optional[list[ElasticGpuSpecification]]
-    ElasticInferenceAccelerators: Optional[list[ElasticInferenceAccelerator]]
-    EnclaveOptions: Optional[EnclaveOptions]
-    HibernationOptions: Optional[HibernationOptions]
-    HostId: Optional[str]
-    HostResourceGroupArn: Optional[str]
-    IamInstanceProfile: Optional[str]
-    Id: Optional[str]
-    ImageId: Optional[str]
-    InstanceInitiatedShutdownBehavior: Optional[str]
-    InstanceType: Optional[str]
-    Ipv6AddressCount: Optional[int]
-    Ipv6Addresses: Optional[list[InstanceIpv6Address]]
-    KernelId: Optional[str]
-    KeyName: Optional[str]
-    LaunchTemplate: Optional[LaunchTemplateSpecification]
-    LicenseSpecifications: Optional[list[LicenseSpecification]]
-    Monitoring: Optional[bool]
-    NetworkInterfaces: Optional[list[NetworkInterface]]
-    PlacementGroupName: Optional[str]
-    PrivateDnsName: Optional[str]
-    PrivateDnsNameOptions: Optional[PrivateDnsNameOptions]
-    PrivateIp: Optional[str]
-    PrivateIpAddress: Optional[str]
-    PropagateTagsToVolumeOnCreation: Optional[bool]
-    PublicDnsName: Optional[str]
-    PublicIp: Optional[str]
-    RamdiskId: Optional[str]
-    SecurityGroupIds: Optional[list[str]]
-    SecurityGroups: Optional[list[str]]
-    SourceDestCheck: Optional[bool]
-    SsmAssociations: Optional[list[SsmAssociation]]
-    SubnetId: Optional[str]
-    Tags: Optional[list[Tag]]
-    Tenancy: Optional[str]
-    UserData: Optional[str]
-    Volumes: Optional[list[Volume]]
+    AdditionalInfo: str | None
+    Affinity: str | None
+    AvailabilityZone: str | None
+    BlockDeviceMappings: list[BlockDeviceMapping] | None
+    CpuOptions: CpuOptions | None
+    CreditSpecification: CreditSpecification | None
+    DisableApiTermination: bool | None
+    EbsOptimized: bool | None
+    ElasticGpuSpecifications: list[ElasticGpuSpecification] | None
+    ElasticInferenceAccelerators: list[ElasticInferenceAccelerator] | None
+    EnclaveOptions: EnclaveOptions | None
+    HibernationOptions: HibernationOptions | None
+    HostId: str | None
+    HostResourceGroupArn: str | None
+    IamInstanceProfile: str | None
+    Id: str | None
+    ImageId: str | None
+    InstanceInitiatedShutdownBehavior: str | None
+    InstanceType: str | None
+    Ipv6AddressCount: int | None
+    Ipv6Addresses: list[InstanceIpv6Address] | None
+    KernelId: str | None
+    KeyName: str | None
+    LaunchTemplate: LaunchTemplateSpecification | None
+    LicenseSpecifications: list[LicenseSpecification] | None
+    Monitoring: bool | None
+    NetworkInterfaces: list[NetworkInterface] | None
+    PlacementGroupName: str | None
+    PrivateDnsName: str | None
+    PrivateDnsNameOptions: PrivateDnsNameOptions | None
+    PrivateIp: str | None
+    PrivateIpAddress: str | None
+    PropagateTagsToVolumeOnCreation: bool | None
+    PublicDnsName: str | None
+    PublicIp: str | None
+    RamdiskId: str | None
+    SecurityGroupIds: list[str] | None
+    SecurityGroups: list[str] | None
+    SourceDestCheck: bool | None
+    SsmAssociations: list[SsmAssociation] | None
+    SubnetId: str | None
+    Tags: list[Tag] | None
+    Tenancy: str | None
+    UserData: str | None
+    Volumes: list[Volume] | None
 
 
 class Ebs(TypedDict):
-    DeleteOnTermination: Optional[bool]
-    Encrypted: Optional[bool]
-    Iops: Optional[int]
-    KmsKeyId: Optional[str]
-    SnapshotId: Optional[str]
-    VolumeSize: Optional[int]
-    VolumeType: Optional[str]
+    DeleteOnTermination: bool | None
+    Encrypted: bool | None
+    Iops: int | None
+    KmsKeyId: str | None
+    SnapshotId: str | None
+    VolumeSize: int | None
+    VolumeType: str | None
 
 
 class BlockDeviceMapping(TypedDict):
-    DeviceName: Optional[str]
-    Ebs: Optional[Ebs]
-    NoDevice: Optional[dict]
-    VirtualName: Optional[str]
+    DeviceName: str | None
+    Ebs: Ebs | None
+    NoDevice: dict | None
+    VirtualName: str | None
 
 
 class InstanceIpv6Address(TypedDict):
-    Ipv6Address: Optional[str]
+    Ipv6Address: str | None
 
 
 class ElasticGpuSpecification(TypedDict):
-    Type: Optional[str]
+    Type: str | None
 
 
 class ElasticInferenceAccelerator(TypedDict):
-    Type: Optional[str]
-    Count: Optional[int]
+    Type: str | None
+    Count: int | None
 
 
 class Volume(TypedDict):
-    Device: Optional[str]
-    VolumeId: Optional[str]
+    Device: str | None
+    VolumeId: str | None
 
 
 class LaunchTemplateSpecification(TypedDict):
-    Version: Optional[str]
-    LaunchTemplateId: Optional[str]
-    LaunchTemplateName: Optional[str]
+    Version: str | None
+    LaunchTemplateId: str | None
+    LaunchTemplateName: str | None
 
 
 class EnclaveOptions(TypedDict):
-    Enabled: Optional[bool]
+    Enabled: bool | None
 
 
 class PrivateIpAddressSpecification(TypedDict):
-    Primary: Optional[bool]
-    PrivateIpAddress: Optional[str]
+    Primary: bool | None
+    PrivateIpAddress: str | None
 
 
 class NetworkInterface(TypedDict):
-    DeviceIndex: Optional[str]
-    AssociateCarrierIpAddress: Optional[bool]
-    AssociatePublicIpAddress: Optional[bool]
-    DeleteOnTermination: Optional[bool]
-    Description: Optional[str]
-    GroupSet: Optional[list[str]]
-    Ipv6AddressCount: Optional[int]
-    Ipv6Addresses: Optional[list[InstanceIpv6Address]]
-    NetworkInterfaceId: Optional[str]
-    PrivateIpAddress: Optional[str]
-    PrivateIpAddresses: Optional[list[PrivateIpAddressSpecification]]
-    SecondaryPrivateIpAddressCount: Optional[int]
-    SubnetId: Optional[str]
+    DeviceIndex: str | None
+    AssociateCarrierIpAddress: bool | None
+    AssociatePublicIpAddress: bool | None
+    DeleteOnTermination: bool | None
+    Description: str | None
+    GroupSet: list[str] | None
+    Ipv6AddressCount: int | None
+    Ipv6Addresses: list[InstanceIpv6Address] | None
+    NetworkInterfaceId: str | None
+    PrivateIpAddress: str | None
+    PrivateIpAddresses: list[PrivateIpAddressSpecification] | None
+    SecondaryPrivateIpAddressCount: int | None
+    SubnetId: str | None
 
 
 class Tag(TypedDict):
-    Key: Optional[str]
-    Value: Optional[str]
+    Key: str | None
+    Value: str | None
 
 
 class HibernationOptions(TypedDict):
-    Configured: Optional[bool]
+    Configured: bool | None
 
 
 class LicenseSpecification(TypedDict):
-    LicenseConfigurationArn: Optional[str]
+    LicenseConfigurationArn: str | None
 
 
 class CpuOptions(TypedDict):
-    CoreCount: Optional[int]
-    ThreadsPerCore: Optional[int]
+    CoreCount: int | None
+    ThreadsPerCore: int | None
 
 
 class PrivateDnsNameOptions(TypedDict):
-    EnableResourceNameDnsAAAARecord: Optional[bool]
-    EnableResourceNameDnsARecord: Optional[bool]
-    HostnameType: Optional[str]
+    EnableResourceNameDnsAAAARecord: bool | None
+    EnableResourceNameDnsARecord: bool | None
+    HostnameType: str | None
 
 
 class AssociationParameter(TypedDict):
-    Key: Optional[str]
-    Value: Optional[list[str]]
+    Key: str | None
+    Value: list[str] | None
 
 
 class SsmAssociation(TypedDict):
-    DocumentName: Optional[str]
-    AssociationParameters: Optional[list[AssociationParameter]]
+    DocumentName: str | None
+    AssociationParameters: list[AssociationParameter] | None
 
 
 class CreditSpecification(TypedDict):
-    CPUCredits: Optional[str]
+    CPUCredits: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_instance_plugin.py b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_instance_plugin.py
index 60f400297a47f..8a218e994d068 100644
--- a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_instance_plugin.py
+++ b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_instance_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class EC2InstanceProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::EC2::Instance"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.ec2.resource_providers.aws_ec2_instance import EC2InstanceProvider
diff --git a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_internetgateway.py b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_internetgateway.py
index 1ad0d6981b9c0..075f8abe7bfa6 100644
--- a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_internetgateway.py
+++ b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_internetgateway.py
@@ -2,7 +2,7 @@
 from __future__ import annotations
 
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -14,13 +14,13 @@
 
 
 class EC2InternetGatewayProperties(TypedDict):
-    InternetGatewayId: Optional[str]
-    Tags: Optional[list[Tag]]
+    InternetGatewayId: str | None
+    Tags: list[Tag] | None
 
 
 class Tag(TypedDict):
-    Key: Optional[str]
-    Value: Optional[str]
+    Key: str | None
+    Value: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_internetgateway_plugin.py b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_internetgateway_plugin.py
index 51c889fae01a0..37df146193039 100644
--- a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_internetgateway_plugin.py
+++ b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_internetgateway_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class EC2InternetGatewayProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::EC2::InternetGateway"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.ec2.resource_providers.aws_ec2_internetgateway import (
diff --git a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_keypair.py b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_keypair.py
index 8c03d6bc738b5..34eeb3d6e638d 100644
--- a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_keypair.py
+++ b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_keypair.py
@@ -2,7 +2,7 @@
 from __future__ import annotations
 
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -14,18 +14,18 @@
 
 
 class EC2KeyPairProperties(TypedDict):
-    KeyName: Optional[str]
-    KeyFingerprint: Optional[str]
-    KeyFormat: Optional[str]
-    KeyPairId: Optional[str]
-    KeyType: Optional[str]
-    PublicKeyMaterial: Optional[str]
-    Tags: Optional[list[Tag]]
+    KeyName: str | None
+    KeyFingerprint: str | None
+    KeyFormat: str | None
+    KeyPairId: str | None
+    KeyType: str | None
+    PublicKeyMaterial: str | None
+    Tags: list[Tag] | None
 
 
 class Tag(TypedDict):
-    Key: Optional[str]
-    Value: Optional[str]
+    Key: str | None
+    Value: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_keypair_plugin.py b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_keypair_plugin.py
index 5bb9524b1f667..655c7d6d7e204 100644
--- a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_keypair_plugin.py
+++ b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_keypair_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class EC2KeyPairProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::EC2::KeyPair"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.ec2.resource_providers.aws_ec2_keypair import EC2KeyPairProvider
diff --git a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_natgateway.py b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_natgateway.py
index de03079d89699..c29b695adc4d8 100644
--- a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_natgateway.py
+++ b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_natgateway.py
@@ -2,7 +2,7 @@
 from __future__ import annotations
 
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -14,21 +14,21 @@
 
 
 class EC2NatGatewayProperties(TypedDict):
-    SubnetId: Optional[str]
-    AllocationId: Optional[str]
-    ConnectivityType: Optional[str]
-    MaxDrainDurationSeconds: Optional[int]
-    NatGatewayId: Optional[str]
-    PrivateIpAddress: Optional[str]
-    SecondaryAllocationIds: Optional[list[str]]
-    SecondaryPrivateIpAddressCount: Optional[int]
-    SecondaryPrivateIpAddresses: Optional[list[str]]
-    Tags: Optional[list[Tag]]
+    SubnetId: str | None
+    AllocationId: str | None
+    ConnectivityType: str | None
+    MaxDrainDurationSeconds: int | None
+    NatGatewayId: str | None
+    PrivateIpAddress: str | None
+    SecondaryAllocationIds: list[str] | None
+    SecondaryPrivateIpAddressCount: int | None
+    SecondaryPrivateIpAddresses: list[str] | None
+    Tags: list[Tag] | None
 
 
 class Tag(TypedDict):
-    Key: Optional[str]
-    Value: Optional[str]
+    Key: str | None
+    Value: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_natgateway_plugin.py b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_natgateway_plugin.py
index e8036702f5e79..9fe089b969d68 100644
--- a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_natgateway_plugin.py
+++ b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_natgateway_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class EC2NatGatewayProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::EC2::NatGateway"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.ec2.resource_providers.aws_ec2_natgateway import (
diff --git a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_networkacl.py b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_networkacl.py
index 47d36951d0068..f4f2c07634cd8 100644
--- a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_networkacl.py
+++ b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_networkacl.py
@@ -2,7 +2,7 @@
 from __future__ import annotations
 
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -14,14 +14,14 @@
 
 
 class EC2NetworkAclProperties(TypedDict):
-    VpcId: Optional[str]
-    Id: Optional[str]
-    Tags: Optional[list[Tag]]
+    VpcId: str | None
+    Id: str | None
+    Tags: list[Tag] | None
 
 
 class Tag(TypedDict):
-    Key: Optional[str]
-    Value: Optional[str]
+    Key: str | None
+    Value: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_networkacl_plugin.py b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_networkacl_plugin.py
index 0f24a9cd40adc..026799db63eee 100644
--- a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_networkacl_plugin.py
+++ b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_networkacl_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class EC2NetworkAclProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::EC2::NetworkAcl"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.ec2.resource_providers.aws_ec2_networkacl import (
diff --git a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_prefixlist.py b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_prefixlist.py
index 8308fb5bfa990..298e41b209219 100644
--- a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_prefixlist.py
+++ b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_prefixlist.py
@@ -2,7 +2,7 @@
 from __future__ import annotations
 
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -14,25 +14,25 @@
 
 
 class EC2PrefixListProperties(TypedDict):
-    AddressFamily: Optional[str]
-    MaxEntries: Optional[int]
-    PrefixListName: Optional[str]
-    Arn: Optional[str]
-    Entries: Optional[list[Entry]]
-    OwnerId: Optional[str]
-    PrefixListId: Optional[str]
-    Tags: Optional[list[Tag]]
-    Version: Optional[int]
+    AddressFamily: str | None
+    MaxEntries: int | None
+    PrefixListName: str | None
+    Arn: str | None
+    Entries: list[Entry] | None
+    OwnerId: str | None
+    PrefixListId: str | None
+    Tags: list[Tag] | None
+    Version: int | None
 
 
 class Tag(TypedDict):
-    Key: Optional[str]
-    Value: Optional[str]
+    Key: str | None
+    Value: str | None
 
 
 class Entry(TypedDict):
-    Cidr: Optional[str]
-    Description: Optional[str]
+    Cidr: str | None
+    Description: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_prefixlist_plugin.py b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_prefixlist_plugin.py
index 5d8b993d28409..5aadb404eda7c 100644
--- a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_prefixlist_plugin.py
+++ b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_prefixlist_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class EC2PrefixListProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::EC2::PrefixList"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.ec2.resource_providers.aws_ec2_prefixlist import (
diff --git a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_route.py b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_route.py
index c779541d04229..6665b4b1594b0 100644
--- a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_route.py
+++ b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_route.py
@@ -2,7 +2,7 @@
 from __future__ import annotations
 
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 from moto.ec2.utils import generate_route_id
 
@@ -16,20 +16,20 @@
 
 
 class EC2RouteProperties(TypedDict):
-    RouteTableId: Optional[str]
-    CarrierGatewayId: Optional[str]
-    DestinationCidrBlock: Optional[str]
-    DestinationIpv6CidrBlock: Optional[str]
-    EgressOnlyInternetGatewayId: Optional[str]
-    GatewayId: Optional[str]
-    Id: Optional[str]
-    InstanceId: Optional[str]
-    LocalGatewayId: Optional[str]
-    NatGatewayId: Optional[str]
-    NetworkInterfaceId: Optional[str]
-    TransitGatewayId: Optional[str]
-    VpcEndpointId: Optional[str]
-    VpcPeeringConnectionId: Optional[str]
+    RouteTableId: str | None
+    CarrierGatewayId: str | None
+    DestinationCidrBlock: str | None
+    DestinationIpv6CidrBlock: str | None
+    EgressOnlyInternetGatewayId: str | None
+    GatewayId: str | None
+    Id: str | None
+    InstanceId: str | None
+    LocalGatewayId: str | None
+    NatGatewayId: str | None
+    NetworkInterfaceId: str | None
+    TransitGatewayId: str | None
+    VpcEndpointId: str | None
+    VpcPeeringConnectionId: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_route_plugin.py b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_route_plugin.py
index abd759b08aaca..ae127a0a939a7 100644
--- a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_route_plugin.py
+++ b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_route_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class EC2RouteProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::EC2::Route"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.ec2.resource_providers.aws_ec2_route import EC2RouteProvider
diff --git a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_routetable.py b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_routetable.py
index 618c3fad99c08..6769004c93454 100644
--- a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_routetable.py
+++ b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_routetable.py
@@ -2,7 +2,7 @@
 from __future__ import annotations
 
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -14,14 +14,14 @@
 
 
 class EC2RouteTableProperties(TypedDict):
-    VpcId: Optional[str]
-    RouteTableId: Optional[str]
-    Tags: Optional[list[Tag]]
+    VpcId: str | None
+    RouteTableId: str | None
+    Tags: list[Tag] | None
 
 
 class Tag(TypedDict):
-    Key: Optional[str]
-    Value: Optional[str]
+    Key: str | None
+    Value: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_routetable_plugin.py b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_routetable_plugin.py
index 07396c832bf66..2184aadb1a0b5 100644
--- a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_routetable_plugin.py
+++ b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_routetable_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class EC2RouteTableProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::EC2::RouteTable"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.ec2.resource_providers.aws_ec2_routetable import (
diff --git a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_securitygroup.py b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_securitygroup.py
index 39621b8e5178e..77fd0e60f2ca1 100644
--- a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_securitygroup.py
+++ b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_securitygroup.py
@@ -2,7 +2,7 @@
 from __future__ import annotations
 
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -15,43 +15,43 @@
 
 
 class EC2SecurityGroupProperties(TypedDict):
-    GroupDescription: Optional[str]
-    GroupId: Optional[str]
-    GroupName: Optional[str]
-    Id: Optional[str]
-    SecurityGroupEgress: Optional[list[Egress]]
-    SecurityGroupIngress: Optional[list[Ingress]]
-    Tags: Optional[list[Tag]]
-    VpcId: Optional[str]
+    GroupDescription: str | None
+    GroupId: str | None
+    GroupName: str | None
+    Id: str | None
+    SecurityGroupEgress: list[Egress] | None
+    SecurityGroupIngress: list[Ingress] | None
+    Tags: list[Tag] | None
+    VpcId: str | None
 
 
 class Ingress(TypedDict):
-    IpProtocol: Optional[str]
-    CidrIp: Optional[str]
-    CidrIpv6: Optional[str]
-    Description: Optional[str]
-    FromPort: Optional[int]
-    SourcePrefixListId: Optional[str]
-    SourceSecurityGroupId: Optional[str]
-    SourceSecurityGroupName: Optional[str]
-    SourceSecurityGroupOwnerId: Optional[str]
-    ToPort: Optional[int]
+    IpProtocol: str | None
+    CidrIp: str | None
+    CidrIpv6: str | None
+    Description: str | None
+    FromPort: int | None
+    SourcePrefixListId: str | None
+    SourceSecurityGroupId: str | None
+    SourceSecurityGroupName: str | None
+    SourceSecurityGroupOwnerId: str | None
+    ToPort: int | None
 
 
 class Egress(TypedDict):
-    IpProtocol: Optional[str]
-    CidrIp: Optional[str]
-    CidrIpv6: Optional[str]
-    Description: Optional[str]
-    DestinationPrefixListId: Optional[str]
-    DestinationSecurityGroupId: Optional[str]
-    FromPort: Optional[int]
-    ToPort: Optional[int]
+    IpProtocol: str | None
+    CidrIp: str | None
+    CidrIpv6: str | None
+    Description: str | None
+    DestinationPrefixListId: str | None
+    DestinationSecurityGroupId: str | None
+    FromPort: int | None
+    ToPort: int | None
 
 
 class Tag(TypedDict):
-    Key: Optional[str]
-    Value: Optional[str]
+    Key: str | None
+    Value: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_securitygroup_plugin.py b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_securitygroup_plugin.py
index 176bddb74e703..c867891dbc50b 100644
--- a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_securitygroup_plugin.py
+++ b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_securitygroup_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class EC2SecurityGroupProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::EC2::SecurityGroup"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.ec2.resource_providers.aws_ec2_securitygroup import (
diff --git a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_subnet.py b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_subnet.py
index e7c82a0d3669c..2b37495466411 100644
--- a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_subnet.py
+++ b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_subnet.py
@@ -3,7 +3,7 @@
 
 import json
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -16,33 +16,33 @@
 
 
 class EC2SubnetProperties(TypedDict):
-    VpcId: Optional[str]
-    AssignIpv6AddressOnCreation: Optional[bool]
-    AvailabilityZone: Optional[str]
-    AvailabilityZoneId: Optional[str]
-    CidrBlock: Optional[str]
-    EnableDns64: Optional[bool]
-    Ipv6CidrBlock: Optional[str]
-    Ipv6CidrBlocks: Optional[list[str]]
-    Ipv6Native: Optional[bool]
-    MapPublicIpOnLaunch: Optional[bool]
-    NetworkAclAssociationId: Optional[str]
-    OutpostArn: Optional[str]
-    PrivateDnsNameOptionsOnLaunch: Optional[dict]
-    SubnetId: Optional[str]
-    Tags: Optional[list[Tag]]
+    VpcId: str | None
+    AssignIpv6AddressOnCreation: bool | None
+    AvailabilityZone: str | None
+    AvailabilityZoneId: str | None
+    CidrBlock: str | None
+    EnableDns64: bool | None
+    Ipv6CidrBlock: str | None
+    Ipv6CidrBlocks: list[str] | None
+    Ipv6Native: bool | None
+    MapPublicIpOnLaunch: bool | None
+    NetworkAclAssociationId: str | None
+    OutpostArn: str | None
+    PrivateDnsNameOptionsOnLaunch: dict | None
+    SubnetId: str | None
+    Tags: list[Tag] | None
 
 
 class Tag(TypedDict):
-    Key: Optional[str]
-    Value: Optional[str]
+    Key: str | None
+    Value: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
 
 
 def generate_subnet_read_payload(
-    ec2_client, schema, subnet_ids: Optional[list[str]] = None
+    ec2_client, schema, subnet_ids: list[str] | None = None
 ) -> list[EC2SubnetProperties]:
     kwargs = {}
     if subnet_ids:
diff --git a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_subnet_plugin.py b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_subnet_plugin.py
index 65349afd2f656..1efd975b0696c 100644
--- a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_subnet_plugin.py
+++ b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_subnet_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class EC2SubnetProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::EC2::Subnet"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.ec2.resource_providers.aws_ec2_subnet import EC2SubnetProvider
diff --git a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_subnetroutetableassociation.py b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_subnetroutetableassociation.py
index d07bbdcb6665e..9b5f527b47d4c 100644
--- a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_subnetroutetableassociation.py
+++ b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_subnetroutetableassociation.py
@@ -2,7 +2,7 @@
 from __future__ import annotations
 
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -14,9 +14,9 @@
 
 
 class EC2SubnetRouteTableAssociationProperties(TypedDict):
-    RouteTableId: Optional[str]
-    SubnetId: Optional[str]
-    Id: Optional[str]
+    RouteTableId: str | None
+    SubnetId: str | None
+    Id: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_subnetroutetableassociation_plugin.py b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_subnetroutetableassociation_plugin.py
index 6841f27741847..7f76157a67283 100644
--- a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_subnetroutetableassociation_plugin.py
+++ b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_subnetroutetableassociation_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class EC2SubnetRouteTableAssociationProviderPlugin(CloudFormationResourceProvide
     name = "AWS::EC2::SubnetRouteTableAssociation"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.ec2.resource_providers.aws_ec2_subnetroutetableassociation import (
diff --git a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_transitgateway.py b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_transitgateway.py
index 4a4b5825966cc..b6488e2410bd8 100644
--- a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_transitgateway.py
+++ b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_transitgateway.py
@@ -2,7 +2,7 @@
 from __future__ import annotations
 
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -14,24 +14,24 @@
 
 
 class EC2TransitGatewayProperties(TypedDict):
-    AmazonSideAsn: Optional[int]
-    AssociationDefaultRouteTableId: Optional[str]
-    AutoAcceptSharedAttachments: Optional[str]
-    DefaultRouteTableAssociation: Optional[str]
-    DefaultRouteTablePropagation: Optional[str]
-    Description: Optional[str]
-    DnsSupport: Optional[str]
-    Id: Optional[str]
-    MulticastSupport: Optional[str]
-    PropagationDefaultRouteTableId: Optional[str]
-    Tags: Optional[list[Tag]]
-    TransitGatewayCidrBlocks: Optional[list[str]]
-    VpnEcmpSupport: Optional[str]
+    AmazonSideAsn: int | None
+    AssociationDefaultRouteTableId: str | None
+    AutoAcceptSharedAttachments: str | None
+    DefaultRouteTableAssociation: str | None
+    DefaultRouteTablePropagation: str | None
+    Description: str | None
+    DnsSupport: str | None
+    Id: str | None
+    MulticastSupport: str | None
+    PropagationDefaultRouteTableId: str | None
+    Tags: list[Tag] | None
+    TransitGatewayCidrBlocks: list[str] | None
+    VpnEcmpSupport: str | None
 
 
 class Tag(TypedDict):
-    Key: Optional[str]
-    Value: Optional[str]
+    Key: str | None
+    Value: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_transitgateway_plugin.py b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_transitgateway_plugin.py
index eac947d512bd5..916d4a9daec47 100644
--- a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_transitgateway_plugin.py
+++ b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_transitgateway_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class EC2TransitGatewayProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::EC2::TransitGateway"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.ec2.resource_providers.aws_ec2_transitgateway import (
diff --git a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_transitgatewayattachment.py b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_transitgatewayattachment.py
index 59aac3a6a15d4..e022ea2aa0bce 100644
--- a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_transitgatewayattachment.py
+++ b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_transitgatewayattachment.py
@@ -2,7 +2,7 @@
 from __future__ import annotations
 
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -14,17 +14,17 @@
 
 
 class EC2TransitGatewayAttachmentProperties(TypedDict):
-    SubnetIds: Optional[list[str]]
-    TransitGatewayId: Optional[str]
-    VpcId: Optional[str]
-    Id: Optional[str]
-    Options: Optional[dict]
-    Tags: Optional[list[Tag]]
+    SubnetIds: list[str] | None
+    TransitGatewayId: str | None
+    VpcId: str | None
+    Id: str | None
+    Options: dict | None
+    Tags: list[Tag] | None
 
 
 class Tag(TypedDict):
-    Key: Optional[str]
-    Value: Optional[str]
+    Key: str | None
+    Value: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_transitgatewayattachment_plugin.py b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_transitgatewayattachment_plugin.py
index 7b34a535f56e6..331cecf66c630 100644
--- a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_transitgatewayattachment_plugin.py
+++ b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_transitgatewayattachment_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class EC2TransitGatewayAttachmentProviderPlugin(CloudFormationResourceProviderPl
     name = "AWS::EC2::TransitGatewayAttachment"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.ec2.resource_providers.aws_ec2_transitgatewayattachment import (
diff --git a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_vpc.py b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_vpc.py
index 3244a72b8b863..e1e374d936922 100644
--- a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_vpc.py
+++ b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_vpc.py
@@ -3,7 +3,7 @@
 
 import logging
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -17,23 +17,23 @@
 
 
 class EC2VPCProperties(TypedDict):
-    CidrBlock: Optional[str]
-    CidrBlockAssociations: Optional[list[str]]
-    DefaultNetworkAcl: Optional[str]
-    DefaultSecurityGroup: Optional[str]
-    EnableDnsHostnames: Optional[bool]
-    EnableDnsSupport: Optional[bool]
-    InstanceTenancy: Optional[str]
-    Ipv4IpamPoolId: Optional[str]
-    Ipv4NetmaskLength: Optional[int]
-    Ipv6CidrBlocks: Optional[list[str]]
-    Tags: Optional[list[Tag]]
-    VpcId: Optional[str]
+    CidrBlock: str | None
+    CidrBlockAssociations: list[str] | None
+    DefaultNetworkAcl: str | None
+    DefaultSecurityGroup: str | None
+    EnableDnsHostnames: bool | None
+    EnableDnsSupport: bool | None
+    InstanceTenancy: str | None
+    Ipv4IpamPoolId: str | None
+    Ipv4NetmaskLength: int | None
+    Ipv6CidrBlocks: list[str] | None
+    Tags: list[Tag] | None
+    VpcId: str | None
 
 
 class Tag(TypedDict):
-    Key: Optional[str]
-    Value: Optional[str]
+    Key: str | None
+    Value: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_vpc_plugin.py b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_vpc_plugin.py
index 3f4aea38386f0..786ddc69de131 100644
--- a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_vpc_plugin.py
+++ b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_vpc_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class EC2VPCProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::EC2::VPC"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.ec2.resource_providers.aws_ec2_vpc import EC2VPCProvider
diff --git a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_vpcendpoint.py b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_vpcendpoint.py
index 420efcb8029ee..2b2cb1a9d70e3 100644
--- a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_vpcendpoint.py
+++ b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_vpcendpoint.py
@@ -2,7 +2,7 @@
 from __future__ import annotations
 
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -14,18 +14,18 @@
 
 
 class EC2VPCEndpointProperties(TypedDict):
-    ServiceName: Optional[str]
-    VpcId: Optional[str]
-    CreationTimestamp: Optional[str]
-    DnsEntries: Optional[list[str]]
-    Id: Optional[str]
-    NetworkInterfaceIds: Optional[list[str]]
-    PolicyDocument: Optional[str | dict]
-    PrivateDnsEnabled: Optional[bool]
-    RouteTableIds: Optional[list[str]]
-    SecurityGroupIds: Optional[list[str]]
-    SubnetIds: Optional[list[str]]
-    VpcEndpointType: Optional[str]
+    ServiceName: str | None
+    VpcId: str | None
+    CreationTimestamp: str | None
+    DnsEntries: list[str] | None
+    Id: str | None
+    NetworkInterfaceIds: list[str] | None
+    PolicyDocument: str | dict | None
+    PrivateDnsEnabled: bool | None
+    RouteTableIds: list[str] | None
+    SecurityGroupIds: list[str] | None
+    SubnetIds: list[str] | None
+    VpcEndpointType: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_vpcendpoint_plugin.py b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_vpcendpoint_plugin.py
index e0e1d228a95de..a865440caed43 100644
--- a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_vpcendpoint_plugin.py
+++ b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_vpcendpoint_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class EC2VPCEndpointProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::EC2::VPCEndpoint"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.ec2.resource_providers.aws_ec2_vpcendpoint import (
diff --git a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_vpcgatewayattachment.py b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_vpcgatewayattachment.py
index 6f12de474e359..a770bb3071cd8 100644
--- a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_vpcgatewayattachment.py
+++ b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_vpcgatewayattachment.py
@@ -2,7 +2,7 @@
 from __future__ import annotations
 
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -14,10 +14,10 @@
 
 
 class EC2VPCGatewayAttachmentProperties(TypedDict):
-    VpcId: Optional[str]
-    Id: Optional[str]
-    InternetGatewayId: Optional[str]
-    VpnGatewayId: Optional[str]
+    VpcId: str | None
+    Id: str | None
+    InternetGatewayId: str | None
+    VpnGatewayId: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_vpcgatewayattachment_plugin.py b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_vpcgatewayattachment_plugin.py
index f210fa0ff8c1d..b6c84cab930c5 100644
--- a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_vpcgatewayattachment_plugin.py
+++ b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_vpcgatewayattachment_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class EC2VPCGatewayAttachmentProviderPlugin(CloudFormationResourceProviderPlugin
     name = "AWS::EC2::VPCGatewayAttachment"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.ec2.resource_providers.aws_ec2_vpcgatewayattachment import (
diff --git a/localstack-core/localstack/services/ecr/resource_providers/aws_ecr_repository.py b/localstack-core/localstack/services/ecr/resource_providers/aws_ecr_repository.py
index a42735467d146..d0e5aefb2e1ba 100644
--- a/localstack-core/localstack/services/ecr/resource_providers/aws_ecr_repository.py
+++ b/localstack-core/localstack/services/ecr/resource_providers/aws_ecr_repository.py
@@ -3,7 +3,7 @@
 
 import logging
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.constants import AWS_REGION_US_EAST_1, DEFAULT_AWS_ACCOUNT_ID
@@ -22,34 +22,34 @@
 
 
 class ECRRepositoryProperties(TypedDict):
-    Arn: Optional[str]
-    EncryptionConfiguration: Optional[EncryptionConfiguration]
-    ImageScanningConfiguration: Optional[ImageScanningConfiguration]
-    ImageTagMutability: Optional[str]
-    LifecyclePolicy: Optional[LifecyclePolicy]
-    RepositoryName: Optional[str]
-    RepositoryPolicyText: Optional[dict | str]
-    RepositoryUri: Optional[str]
-    Tags: Optional[list[Tag]]
+    Arn: str | None
+    EncryptionConfiguration: EncryptionConfiguration | None
+    ImageScanningConfiguration: ImageScanningConfiguration | None
+    ImageTagMutability: str | None
+    LifecyclePolicy: LifecyclePolicy | None
+    RepositoryName: str | None
+    RepositoryPolicyText: dict | str | None
+    RepositoryUri: str | None
+    Tags: list[Tag] | None
 
 
 class LifecyclePolicy(TypedDict):
-    LifecyclePolicyText: Optional[str]
-    RegistryId: Optional[str]
+    LifecyclePolicyText: str | None
+    RegistryId: str | None
 
 
 class Tag(TypedDict):
-    Key: Optional[str]
-    Value: Optional[str]
+    Key: str | None
+    Value: str | None
 
 
 class ImageScanningConfiguration(TypedDict):
-    ScanOnPush: Optional[bool]
+    ScanOnPush: bool | None
 
 
 class EncryptionConfiguration(TypedDict):
-    EncryptionType: Optional[str]
-    KmsKey: Optional[str]
+    EncryptionType: str | None
+    KmsKey: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/ecr/resource_providers/aws_ecr_repository_plugin.py b/localstack-core/localstack/services/ecr/resource_providers/aws_ecr_repository_plugin.py
index 7d7ba440a668d..5f00d944024a5 100644
--- a/localstack-core/localstack/services/ecr/resource_providers/aws_ecr_repository_plugin.py
+++ b/localstack-core/localstack/services/ecr/resource_providers/aws_ecr_repository_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class ECRRepositoryProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::ECR::Repository"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.ecr.resource_providers.aws_ecr_repository import (
diff --git a/localstack-core/localstack/services/edge.py b/localstack-core/localstack/services/edge.py
index 5c3ede66b65e5..92c291bb30d9a 100644
--- a/localstack-core/localstack/services/edge.py
+++ b/localstack-core/localstack/services/edge.py
@@ -3,7 +3,7 @@
 import shlex
 import subprocess
 import sys
-from typing import List, Optional, TypeVar
+from typing import TypeVar
 
 from localstack import config, constants
 from localstack.config import HostAndPort
@@ -32,7 +32,7 @@
 
 
 def do_start_edge(
-    listen: HostAndPort | List[HostAndPort], use_ssl: bool, asynchronous: bool = False
+    listen: HostAndPort | list[HostAndPort], use_ssl: bool, asynchronous: bool = False
 ):
     from localstack.aws.serving.edge import serve_gateway
 
@@ -50,7 +50,7 @@ def can_use_sudo():
 def ensure_can_use_sudo():
     if not is_root() and not can_use_sudo():
         if not sys.stdin.isatty():
-            raise IOError("cannot get sudo password from non-tty input")
+            raise OSError("cannot get sudo password from non-tty input")
         print("Please enter your sudo password (required to configure local network):")
         run("sudo -v", stdin=True)
 
@@ -166,7 +166,7 @@ def start_edge(listen_str: str, use_ssl: bool = True, asynchronous: bool = False
 
 
 def run_module_as_sudo(
-    module: str, arguments: Optional[List[str]] = None, asynchronous=False, env_vars=None
+    module: str, arguments: list[str] | None = None, asynchronous=False, env_vars=None
 ):
     # prepare environment
     env_vars = env_vars or {}
@@ -195,7 +195,7 @@ def run_command(*_):
     return result
 
 
-def parse_gateway_listen(listen: str, default_host: str, default_port: int) -> List[HostAndPort]:
+def parse_gateway_listen(listen: str, default_host: str, default_port: int) -> list[HostAndPort]:
     addresses = []
     for address in listen.split(","):
         addresses.append(HostAndPort.parse(address, default_host, default_port))
diff --git a/localstack-core/localstack/services/es/provider.py b/localstack-core/localstack/services/es/provider.py
index 4519e417bceaa..0188b19ca8ba3 100644
--- a/localstack-core/localstack/services/es/provider.py
+++ b/localstack-core/localstack/services/es/provider.py
@@ -1,5 +1,5 @@
 from contextlib import contextmanager
-from typing import Dict, Optional, cast
+from typing import cast
 
 from botocore.exceptions import ClientError
 
@@ -71,8 +71,8 @@
 
 
 def _version_to_opensearch(
-    version: Optional[ElasticsearchVersionString],
-) -> Optional[VersionString]:
+    version: ElasticsearchVersionString | None,
+) -> VersionString | None:
     if version is not None:
         if version.startswith("OpenSearch_"):
             return version
@@ -81,8 +81,8 @@ def _version_to_opensearch(
 
 
 def _version_from_opensearch(
-    version: Optional[VersionString],
-) -> Optional[ElasticsearchVersionString]:
+    version: VersionString | None,
+) -> ElasticsearchVersionString | None:
     if version is not None:
         if version.startswith("Elasticsearch_"):
             return version.split("_")[1]
@@ -90,19 +90,19 @@ def _version_from_opensearch(
             return version
 
 
-def _instancetype_to_opensearch(instance_type: Optional[str]) -> Optional[str]:
+def _instancetype_to_opensearch(instance_type: str | None) -> str | None:
     if instance_type is not None:
         return instance_type.replace("elasticsearch", "search")
 
 
-def _instancetype_from_opensearch(instance_type: Optional[str]) -> Optional[str]:
+def _instancetype_from_opensearch(instance_type: str | None) -> str | None:
     if instance_type is not None:
         return instance_type.replace("search", "elasticsearch")
 
 
 def _clusterconfig_from_opensearch(
-    cluster_config: Optional[ClusterConfig],
-) -> Optional[ElasticsearchClusterConfig]:
+    cluster_config: ClusterConfig | None,
+) -> ElasticsearchClusterConfig | None:
     if cluster_config is not None:
         # Just take the whole typed dict and typecast it to our target type
         result = cast(ElasticsearchClusterConfig, cluster_config)
@@ -117,8 +117,8 @@ def _clusterconfig_from_opensearch(
 
 
 def _domainstatus_from_opensearch(
-    domain_status: Optional[DomainStatus],
-) -> Optional[ElasticsearchDomainStatus]:
+    domain_status: DomainStatus | None,
+) -> ElasticsearchDomainStatus | None:
     if domain_status is not None:
         # Just take the whole typed dict and typecast it to our target type
         result = cast(ElasticsearchDomainStatus, domain_status)
@@ -135,8 +135,8 @@ def _domainstatus_from_opensearch(
 
 
 def _clusterconfig_to_opensearch(
-    elasticsearch_cluster_config: Optional[ElasticsearchClusterConfig],
-) -> Optional[ClusterConfig]:
+    elasticsearch_cluster_config: ElasticsearchClusterConfig | None,
+) -> ClusterConfig | None:
     if elasticsearch_cluster_config is not None:
         result = cast(ClusterConfig, elasticsearch_cluster_config)
         if instance_type := result.get("InstanceType"):
@@ -149,8 +149,8 @@ def _clusterconfig_to_opensearch(
 
 
 def _domainconfig_from_opensearch(
-    domain_config: Optional[DomainConfig],
-) -> Optional[ElasticsearchDomainConfig]:
+    domain_config: DomainConfig | None,
+) -> ElasticsearchDomainConfig | None:
     if domain_config is not None:
         result = cast(ElasticsearchDomainConfig, domain_config)
         engine_version = domain_config.get("EngineVersion", {})
@@ -169,8 +169,8 @@ def _domainconfig_from_opensearch(
 
 
 def _compatible_version_list_from_opensearch(
-    compatible_version_list: Optional[CompatibleVersionsList],
-) -> Optional[CompatibleElasticsearchVersionsList]:
+    compatible_version_list: CompatibleVersionsList | None,
+) -> CompatibleElasticsearchVersionsList | None:
     if compatible_version_list is not None:
         return [
             CompatibleVersionsMap(
@@ -304,7 +304,7 @@ def update_elasticsearch_domain_config(
             region_name=context.region, aws_access_key_id=context.account_id
         ).opensearch
 
-        payload: Dict
+        payload: dict
         if "ElasticsearchClusterConfig" in payload:
             payload["ClusterConfig"] = payload["ElasticsearchClusterConfig"]
             payload["ClusterConfig"]["InstanceType"] = _instancetype_to_opensearch(
@@ -347,7 +347,7 @@ def list_domain_names(
         with exception_mapper():
             domain_names = opensearch_client.list_domain_names(**kwargs)["DomainNames"]
 
-        return ListDomainNamesResponse(DomainNames=cast(Optional[DomainInfoList], domain_names))
+        return ListDomainNamesResponse(DomainNames=cast(DomainInfoList | None, domain_names))
 
     def list_elasticsearch_versions(
         self,
diff --git a/localstack-core/localstack/services/events/archive.py b/localstack-core/localstack/services/events/archive.py
index 12d7e4601747f..36d0db5394605 100644
--- a/localstack-core/localstack/services/events/archive.py
+++ b/localstack-core/localstack/services/events/archive.py
@@ -1,6 +1,6 @@
 import json
 import logging
-from datetime import datetime, timezone
+from datetime import UTC, datetime
 from typing import Self
 
 from botocore.client import BaseClient
@@ -95,7 +95,7 @@ def set_state(self, state: ArchiveState) -> None:
         self.archive.state = state
 
     def set_creation_time(self) -> None:
-        self.archive.creation_time = datetime.now(timezone.utc)
+        self.archive.creation_time = datetime.now(UTC)
 
     def update(
         self,
diff --git a/localstack-core/localstack/services/events/connection.py b/localstack-core/localstack/services/events/connection.py
index c2b72a2025328..709393d626968 100644
--- a/localstack-core/localstack/services/events/connection.py
+++ b/localstack-core/localstack/services/events/connection.py
@@ -2,7 +2,7 @@
 import logging
 import re
 import uuid
-from datetime import datetime, timezone
+from datetime import UTC, datetime
 
 from localstack.aws.api.events import (
     Arn,
@@ -138,7 +138,7 @@ def update(
                     auth_parameters,
                 )
                 self.connection.secret_arn = secret_arn
-                self.connection.last_authorized_time = datetime.now(timezone.utc)
+                self.connection.last_authorized_time = datetime.now(UTC)
 
             # Set new values
             self.connection.authorization_type = auth_type
@@ -149,7 +149,7 @@ def update(
             )
             self.connection.auth_parameters = public_auth_parameters
             self.set_state(ConnectionState.AUTHORIZED)
-            self.connection.last_modified_time = datetime.now(timezone.utc)
+            self.connection.last_modified_time = datetime.now(UTC)
 
         except Exception as error:
             LOG.warning(
@@ -162,7 +162,7 @@ def delete(self) -> None:
         self.set_state(ConnectionState.DELETING)
         self.delete_connection_secret(self.connection.secret_arn)
         self.set_state(ConnectionState.DELETING)  # required for AWS parity
-        self.connection.last_modified_time = datetime.now(timezone.utc)
+        self.connection.last_modified_time = datetime.now(UTC)
 
     def create_connection_secret(
         self,
@@ -204,7 +204,7 @@ def update_connection_secret(
         try:
             secretsmanager_client.update_secret(SecretId=secret_arn, SecretString=secret_value)
             self.set_state(ConnectionState.AUTHORIZED)
-            self.connection.last_authorized_time = datetime.now(timezone.utc)
+            self.connection.last_authorized_time = datetime.now(UTC)
         except Exception as error:
             LOG.warning("Secret with id %s updating failed with errors: %s.", secret_arn, error)
 
diff --git a/localstack-core/localstack/services/events/event_bus.py b/localstack-core/localstack/services/events/event_bus.py
index 1ea6f332a493b..19a4657233b4c 100644
--- a/localstack-core/localstack/services/events/event_bus.py
+++ b/localstack-core/localstack/services/events/event_bus.py
@@ -1,6 +1,6 @@
 import json
-from datetime import datetime, timezone
-from typing import Optional, Self
+from datetime import UTC, datetime
+from typing import Self
 
 from localstack.aws.api.events import (
     Action,
@@ -34,11 +34,11 @@ def create_event_bus_service(
         name: EventBusName,
         region: str,
         account_id: str,
-        event_source_name: Optional[str] = None,
-        description: Optional[str] = None,
-        tags: Optional[TagList] = None,
-        policy: Optional[str] = None,
-        rules: Optional[RuleDict] = None,
+        event_source_name: str | None = None,
+        description: str | None = None,
+        tags: TagList | None = None,
+        policy: str | None = None,
+        rules: RuleDict | None = None,
     ) -> Self:
         return cls(
             EventBus(
@@ -68,7 +68,7 @@ def put_permission(
         # TODO: cover via test
         # if policy and any([action, principal, statement_id, condition]):
         #     raise ValueError("Combination of policy with other arguments is not allowed")
-        self.event_bus.last_modified_time = datetime.now(timezone.utc)
+        self.event_bus.last_modified_time = datetime.now(UTC)
         if policy:  # policy document replaces all existing permissions
             policy = json.loads(policy)
             parsed_policy = ResourcePolicy(**policy)
@@ -102,7 +102,7 @@ def revoke_put_events_permission(self, statement_id: str):
                 for statement in policy["Statement"]
                 if statement.get("Sid") != statement_id
             ]
-            self.event_bus.last_modified_time = datetime.now(timezone.utc)
+            self.event_bus.last_modified_time = datetime.now(UTC)
 
     def _parse_statement(
         self,
diff --git a/localstack-core/localstack/services/events/models.py b/localstack-core/localstack/services/events/models.py
index 95e64ece83711..4b1198b9673e5 100644
--- a/localstack-core/localstack/services/events/models.py
+++ b/localstack-core/localstack/services/events/models.py
@@ -1,8 +1,8 @@
 import uuid
 from dataclasses import dataclass, field
-from datetime import datetime, timezone
+from datetime import UTC, datetime
 from enum import Enum
-from typing import Literal, Optional, TypeAlias, TypedDict
+from typing import Literal, TypeAlias, TypedDict
 
 from localstack.aws.api.core import ServiceException
 from localstack.aws.api.events import (
@@ -85,14 +85,14 @@ def __init__(self, reason=None, message=None) -> None:
     {
         "version": str,
         "id": str,
-        "detail-type": Optional[str],
-        "source": Optional[EventSourceName],
+        "detail-type": str | None,
+        "source": EventSourceName | None,
         "account": str,
         "time": EventTime,
         "region": str,
-        "resources": Optional[EventResourceList],
+        "resources": EventResourceList | None,
         "detail": dict[str, str | dict],
-        "replay-name": Optional[ReplayName],
+        "replay-name": ReplayName | None,
         "event-bus-name": EventBusName,
     },
 )
@@ -134,15 +134,15 @@ class Rule:
     name: RuleName
     region: str
     account_id: str
-    schedule_expression: Optional[ScheduleExpression] = None
-    event_pattern: Optional[EventPattern] = None
-    state: Optional[RuleState] = None
-    description: Optional[RuleDescription] = None
-    role_arn: Optional[RoleArn] = None
+    schedule_expression: ScheduleExpression | None = None
+    event_pattern: EventPattern | None = None
+    state: RuleState | None = None
+    description: RuleDescription | None = None
+    role_arn: RoleArn | None = None
     tags: TagList = field(default_factory=list)
     event_bus_name: EventBusName = "default"
     targets: TargetDict = field(default_factory=dict)
-    managed_by: Optional[ManagedBy] = None  # can only be set by AWS services
+    managed_by: ManagedBy | None = None  # can only be set by AWS services
     created_by: CreatedBy = field(init=False)
 
     def __post_init__(self):
@@ -171,12 +171,12 @@ class Replay:
     destination: ReplayDestination  # Event Bus Arn or Rule Arns
     event_start_time: Timestamp
     event_end_time: Timestamp
-    description: Optional[ReplayDescription] = None
-    state: Optional[ReplayState] = None
-    state_reason: Optional[ReplayStateReason] = None
-    event_last_replayed_time: Optional[Timestamp] = None
-    replay_start_time: Optional[Timestamp] = None
-    replay_end_time: Optional[Timestamp] = None
+    description: ReplayDescription | None = None
+    state: ReplayState | None = None
+    state_reason: ReplayStateReason | None = None
+    event_last_replayed_time: Timestamp | None = None
+    replay_start_time: Timestamp | None = None
+    replay_end_time: Timestamp | None = None
 
     @property
     def arn(self) -> Arn:
@@ -217,17 +217,17 @@ class EventBus:
     name: EventBusName
     region: str
     account_id: str
-    event_source_name: Optional[str] = None
-    description: Optional[str] = None
+    event_source_name: str | None = None
+    description: str | None = None
     tags: TagList = field(default_factory=list)
-    policy: Optional[ResourcePolicy] = None
+    policy: ResourcePolicy | None = None
     rules: RuleDict = field(default_factory=dict)
     creation_time: Timestamp = field(init=False)
     last_modified_time: Timestamp = field(init=False)
 
     def __post_init__(self):
-        self.creation_time = datetime.now(timezone.utc)
-        self.last_modified_time = datetime.now(timezone.utc)
+        self.creation_time = datetime.now(UTC)
+        self.last_modified_time = datetime.now(UTC)
         if self.rules is None:
             self.rules = {}
         if self.tags is None:
@@ -259,7 +259,7 @@ class Connection:
     id: str = str(uuid.uuid4())
 
     def __post_init__(self):
-        timestamp_now = datetime.now(timezone.utc)
+        timestamp_now = datetime.now(UTC)
         self.creation_time = timestamp_now
         self.last_modified_time = timestamp_now
         self.last_authorized_time = timestamp_now
@@ -292,7 +292,7 @@ class ApiDestination:
     id: str = str(short_uid())
 
     def __post_init__(self):
-        timestamp_now = datetime.now(timezone.utc)
+        timestamp_now = datetime.now(UTC)
         self.creation_time = timestamp_now
         self.last_modified_time = timestamp_now
         self.last_authorized_time = timestamp_now
diff --git a/localstack-core/localstack/services/events/provider.py b/localstack-core/localstack/services/events/provider.py
index ca6a430b8dea6..8931c325ab96a 100644
--- a/localstack-core/localstack/services/events/provider.py
+++ b/localstack-core/localstack/services/events/provider.py
@@ -2,7 +2,7 @@
 import json
 import logging
 import re
-from typing import Callable, Optional
+from collections.abc import Callable
 
 from localstack.aws.api import RequestContext, handler
 from localstack.aws.api.config import TagsList
@@ -1349,9 +1349,9 @@ def create_event_bus_service(
         name: EventBusName,
         region: str,
         account_id: str,
-        event_source_name: Optional[EventSourceName],
-        description: Optional[EventBusDescription],
-        tags: Optional[TagList],
+        event_source_name: EventSourceName | None,
+        description: EventBusDescription | None,
+        tags: TagList | None,
     ) -> EventBusService:
         event_bus_service = EventBusService.create_event_bus_service(
             name,
@@ -1369,14 +1369,14 @@ def create_rule_service(
         name: RuleName,
         region: str,
         account_id: str,
-        schedule_expression: Optional[ScheduleExpression],
-        event_pattern: Optional[EventPattern],
-        state: Optional[RuleState],
-        description: Optional[RuleDescription],
-        role_arn: Optional[RoleArn],
-        tags: Optional[TagList],
-        event_bus_name: Optional[EventBusName],
-        targets: Optional[TargetDict],
+        schedule_expression: ScheduleExpression | None,
+        event_pattern: EventPattern | None,
+        state: RuleState | None,
+        description: RuleDescription | None,
+        role_arn: RoleArn | None,
+        tags: TagList | None,
+        event_bus_name: EventBusName | None,
+        targets: TargetDict | None,
     ) -> RuleService:
         rule_service = RuleService.create_rule_service(
             name,
diff --git a/localstack-core/localstack/services/events/replay.py b/localstack-core/localstack/services/events/replay.py
index 7a58fb3534d05..6b4579453890b 100644
--- a/localstack-core/localstack/services/events/replay.py
+++ b/localstack-core/localstack/services/events/replay.py
@@ -1,4 +1,4 @@
-from datetime import datetime, timezone
+from datetime import UTC, datetime
 
 from localstack.aws.api.events import (
     Arn,
@@ -61,13 +61,13 @@ def set_state(self, state: ReplayState) -> None:
 
     def start(self, events: FormattedEventList | None) -> None:
         self.set_state(ReplayState.RUNNING)
-        self.replay.replay_start_time = datetime.now(timezone.utc)
+        self.replay.replay_start_time = datetime.now(UTC)
         if events:
             self._set_event_last_replayed_time(events)
 
     def finish(self) -> None:
         self.set_state(ReplayState.COMPLETED)
-        self.replay.replay_end_time = datetime.now(timezone.utc)
+        self.replay.replay_end_time = datetime.now(UTC)
 
     def stop(self) -> None:
         self.set_state(ReplayState.CANCELLING)
diff --git a/localstack-core/localstack/services/events/resource_providers/aws_events_apidestination.py b/localstack-core/localstack/services/events/resource_providers/aws_events_apidestination.py
index 372d45de40dce..7d62bcc0e4be1 100644
--- a/localstack-core/localstack/services/events/resource_providers/aws_events_apidestination.py
+++ b/localstack-core/localstack/services/events/resource_providers/aws_events_apidestination.py
@@ -2,7 +2,7 @@
 from __future__ import annotations
 
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -14,13 +14,13 @@
 
 
 class EventsApiDestinationProperties(TypedDict):
-    ConnectionArn: Optional[str]
-    HttpMethod: Optional[str]
-    InvocationEndpoint: Optional[str]
-    Arn: Optional[str]
-    Description: Optional[str]
-    InvocationRateLimitPerSecond: Optional[int]
-    Name: Optional[str]
+    ConnectionArn: str | None
+    HttpMethod: str | None
+    InvocationEndpoint: str | None
+    Arn: str | None
+    Description: str | None
+    InvocationRateLimitPerSecond: int | None
+    Name: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/events/resource_providers/aws_events_apidestination_plugin.py b/localstack-core/localstack/services/events/resource_providers/aws_events_apidestination_plugin.py
index 0aa7ada08cc50..5e9c09f9e4b31 100644
--- a/localstack-core/localstack/services/events/resource_providers/aws_events_apidestination_plugin.py
+++ b/localstack-core/localstack/services/events/resource_providers/aws_events_apidestination_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class EventsApiDestinationProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::Events::ApiDestination"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.events.resource_providers.aws_events_apidestination import (
diff --git a/localstack-core/localstack/services/events/resource_providers/aws_events_connection.py b/localstack-core/localstack/services/events/resource_providers/aws_events_connection.py
index a99f8df743aca..2802a0b17239c 100644
--- a/localstack-core/localstack/services/events/resource_providers/aws_events_connection.py
+++ b/localstack-core/localstack/services/events/resource_providers/aws_events_connection.py
@@ -2,7 +2,7 @@
 from __future__ import annotations
 
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -14,53 +14,53 @@
 
 
 class EventsConnectionProperties(TypedDict):
-    AuthParameters: Optional[AuthParameters]
-    AuthorizationType: Optional[str]
-    Arn: Optional[str]
-    Description: Optional[str]
-    Name: Optional[str]
-    SecretArn: Optional[str]
+    AuthParameters: AuthParameters | None
+    AuthorizationType: str | None
+    Arn: str | None
+    Description: str | None
+    Name: str | None
+    SecretArn: str | None
 
 
 class ApiKeyAuthParameters(TypedDict):
-    ApiKeyName: Optional[str]
-    ApiKeyValue: Optional[str]
+    ApiKeyName: str | None
+    ApiKeyValue: str | None
 
 
 class BasicAuthParameters(TypedDict):
-    Password: Optional[str]
-    Username: Optional[str]
+    Password: str | None
+    Username: str | None
 
 
 class ClientParameters(TypedDict):
-    ClientID: Optional[str]
-    ClientSecret: Optional[str]
+    ClientID: str | None
+    ClientSecret: str | None
 
 
 class Parameter(TypedDict):
-    Key: Optional[str]
-    Value: Optional[str]
-    IsValueSecret: Optional[bool]
+    Key: str | None
+    Value: str | None
+    IsValueSecret: bool | None
 
 
 class ConnectionHttpParameters(TypedDict):
-    BodyParameters: Optional[list[Parameter]]
-    HeaderParameters: Optional[list[Parameter]]
-    QueryStringParameters: Optional[list[Parameter]]
+    BodyParameters: list[Parameter] | None
+    HeaderParameters: list[Parameter] | None
+    QueryStringParameters: list[Parameter] | None
 
 
 class OAuthParameters(TypedDict):
-    AuthorizationEndpoint: Optional[str]
-    ClientParameters: Optional[ClientParameters]
-    HttpMethod: Optional[str]
-    OAuthHttpParameters: Optional[ConnectionHttpParameters]
+    AuthorizationEndpoint: str | None
+    ClientParameters: ClientParameters | None
+    HttpMethod: str | None
+    OAuthHttpParameters: ConnectionHttpParameters | None
 
 
 class AuthParameters(TypedDict):
-    ApiKeyAuthParameters: Optional[ApiKeyAuthParameters]
-    BasicAuthParameters: Optional[BasicAuthParameters]
-    InvocationHttpParameters: Optional[ConnectionHttpParameters]
-    OAuthParameters: Optional[OAuthParameters]
+    ApiKeyAuthParameters: ApiKeyAuthParameters | None
+    BasicAuthParameters: BasicAuthParameters | None
+    InvocationHttpParameters: ConnectionHttpParameters | None
+    OAuthParameters: OAuthParameters | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/events/resource_providers/aws_events_connection_plugin.py b/localstack-core/localstack/services/events/resource_providers/aws_events_connection_plugin.py
index c8b16c6c961a1..652ac6d0a861e 100644
--- a/localstack-core/localstack/services/events/resource_providers/aws_events_connection_plugin.py
+++ b/localstack-core/localstack/services/events/resource_providers/aws_events_connection_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class EventsConnectionProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::Events::Connection"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.events.resource_providers.aws_events_connection import (
diff --git a/localstack-core/localstack/services/events/resource_providers/aws_events_eventbus.py b/localstack-core/localstack/services/events/resource_providers/aws_events_eventbus.py
index 5929d42f7252b..74f0e654e9bf4 100644
--- a/localstack-core/localstack/services/events/resource_providers/aws_events_eventbus.py
+++ b/localstack-core/localstack/services/events/resource_providers/aws_events_eventbus.py
@@ -2,7 +2,7 @@
 from __future__ import annotations
 
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -14,17 +14,17 @@
 
 
 class EventsEventBusProperties(TypedDict):
-    Name: Optional[str]
-    Arn: Optional[str]
-    EventSourceName: Optional[str]
-    Id: Optional[str]
-    Policy: Optional[str]
-    Tags: Optional[list[TagEntry]]
+    Name: str | None
+    Arn: str | None
+    EventSourceName: str | None
+    Id: str | None
+    Policy: str | None
+    Tags: list[TagEntry] | None
 
 
 class TagEntry(TypedDict):
-    Key: Optional[str]
-    Value: Optional[str]
+    Key: str | None
+    Value: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/events/resource_providers/aws_events_eventbus_plugin.py b/localstack-core/localstack/services/events/resource_providers/aws_events_eventbus_plugin.py
index 25f94f1940bb2..0be6346557600 100644
--- a/localstack-core/localstack/services/events/resource_providers/aws_events_eventbus_plugin.py
+++ b/localstack-core/localstack/services/events/resource_providers/aws_events_eventbus_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class EventsEventBusProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::Events::EventBus"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.events.resource_providers.aws_events_eventbus import (
diff --git a/localstack-core/localstack/services/events/resource_providers/aws_events_eventbuspolicy.py b/localstack-core/localstack/services/events/resource_providers/aws_events_eventbuspolicy.py
index 9da54ceeff6bf..891809580b2e8 100644
--- a/localstack-core/localstack/services/events/resource_providers/aws_events_eventbuspolicy.py
+++ b/localstack-core/localstack/services/events/resource_providers/aws_events_eventbuspolicy.py
@@ -3,7 +3,7 @@
 
 import json
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 from botocore.exceptions import ClientError
 
@@ -18,19 +18,19 @@
 
 
 class EventsEventBusPolicyProperties(TypedDict):
-    StatementId: Optional[str]
-    Action: Optional[str]
-    Condition: Optional[Condition]
-    EventBusName: Optional[str]
-    Id: Optional[str]
-    Principal: Optional[str]
-    Statement: Optional[dict]
+    StatementId: str | None
+    Action: str | None
+    Condition: Condition | None
+    EventBusName: str | None
+    Id: str | None
+    Principal: str | None
+    Statement: dict | None
 
 
 class Condition(TypedDict):
-    Key: Optional[str]
-    Type: Optional[str]
-    Value: Optional[str]
+    Key: str | None
+    Type: str | None
+    Value: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/events/resource_providers/aws_events_eventbuspolicy_plugin.py b/localstack-core/localstack/services/events/resource_providers/aws_events_eventbuspolicy_plugin.py
index 5368348690773..e835ffb41f488 100644
--- a/localstack-core/localstack/services/events/resource_providers/aws_events_eventbuspolicy_plugin.py
+++ b/localstack-core/localstack/services/events/resource_providers/aws_events_eventbuspolicy_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class EventsEventBusPolicyProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::Events::EventBusPolicy"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.events.resource_providers.aws_events_eventbuspolicy import (
diff --git a/localstack-core/localstack/services/events/resource_providers/aws_events_rule.py b/localstack-core/localstack/services/events/resource_providers/aws_events_rule.py
index a10d23360a41c..6bca937fc47ac 100644
--- a/localstack-core/localstack/services/events/resource_providers/aws_events_rule.py
+++ b/localstack-core/localstack/services/events/resource_providers/aws_events_rule.py
@@ -3,7 +3,7 @@
 
 import json
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -16,153 +16,153 @@
 
 
 class EventsRuleProperties(TypedDict):
-    Arn: Optional[str]
-    Description: Optional[str]
-    EventBusName: Optional[str]
-    EventPattern: Optional[dict]
-    Id: Optional[str]
-    Name: Optional[str]
-    RoleArn: Optional[str]
-    ScheduleExpression: Optional[str]
-    State: Optional[str]
-    Targets: Optional[list[Target]]
+    Arn: str | None
+    Description: str | None
+    EventBusName: str | None
+    EventPattern: dict | None
+    Id: str | None
+    Name: str | None
+    RoleArn: str | None
+    ScheduleExpression: str | None
+    State: str | None
+    Targets: list[Target] | None
 
 
 class HttpParameters(TypedDict):
-    HeaderParameters: Optional[dict]
-    PathParameterValues: Optional[list[str]]
-    QueryStringParameters: Optional[dict]
+    HeaderParameters: dict | None
+    PathParameterValues: list[str] | None
+    QueryStringParameters: dict | None
 
 
 class DeadLetterConfig(TypedDict):
-    Arn: Optional[str]
+    Arn: str | None
 
 
 class RunCommandTarget(TypedDict):
-    Key: Optional[str]
-    Values: Optional[list[str]]
+    Key: str | None
+    Values: list[str] | None
 
 
 class RunCommandParameters(TypedDict):
-    RunCommandTargets: Optional[list[RunCommandTarget]]
+    RunCommandTargets: list[RunCommandTarget] | None
 
 
 class InputTransformer(TypedDict):
-    InputTemplate: Optional[str]
-    InputPathsMap: Optional[dict]
+    InputTemplate: str | None
+    InputPathsMap: dict | None
 
 
 class KinesisParameters(TypedDict):
-    PartitionKeyPath: Optional[str]
+    PartitionKeyPath: str | None
 
 
 class RedshiftDataParameters(TypedDict):
-    Database: Optional[str]
-    Sql: Optional[str]
-    DbUser: Optional[str]
-    SecretManagerArn: Optional[str]
-    StatementName: Optional[str]
-    WithEvent: Optional[bool]
+    Database: str | None
+    Sql: str | None
+    DbUser: str | None
+    SecretManagerArn: str | None
+    StatementName: str | None
+    WithEvent: bool | None
 
 
 class SqsParameters(TypedDict):
-    MessageGroupId: Optional[str]
+    MessageGroupId: str | None
 
 
 class PlacementConstraint(TypedDict):
-    Expression: Optional[str]
-    Type: Optional[str]
+    Expression: str | None
+    Type: str | None
 
 
 class PlacementStrategy(TypedDict):
-    Field: Optional[str]
-    Type: Optional[str]
+    Field: str | None
+    Type: str | None
 
 
 class CapacityProviderStrategyItem(TypedDict):
-    CapacityProvider: Optional[str]
-    Base: Optional[int]
-    Weight: Optional[int]
+    CapacityProvider: str | None
+    Base: int | None
+    Weight: int | None
 
 
 class Tag(TypedDict):
-    Key: Optional[str]
-    Value: Optional[str]
+    Key: str | None
+    Value: str | None
 
 
 class AwsVpcConfiguration(TypedDict):
-    Subnets: Optional[list[str]]
-    AssignPublicIp: Optional[str]
-    SecurityGroups: Optional[list[str]]
+    Subnets: list[str] | None
+    AssignPublicIp: str | None
+    SecurityGroups: list[str] | None
 
 
 class NetworkConfiguration(TypedDict):
-    AwsVpcConfiguration: Optional[AwsVpcConfiguration]
+    AwsVpcConfiguration: AwsVpcConfiguration | None
 
 
 class EcsParameters(TypedDict):
-    TaskDefinitionArn: Optional[str]
-    CapacityProviderStrategy: Optional[list[CapacityProviderStrategyItem]]
-    EnableECSManagedTags: Optional[bool]
-    EnableExecuteCommand: Optional[bool]
-    Group: Optional[str]
-    LaunchType: Optional[str]
-    NetworkConfiguration: Optional[NetworkConfiguration]
-    PlacementConstraints: Optional[list[PlacementConstraint]]
-    PlacementStrategies: Optional[list[PlacementStrategy]]
-    PlatformVersion: Optional[str]
-    PropagateTags: Optional[str]
-    ReferenceId: Optional[str]
-    TagList: Optional[list[Tag]]
-    TaskCount: Optional[int]
+    TaskDefinitionArn: str | None
+    CapacityProviderStrategy: list[CapacityProviderStrategyItem] | None
+    EnableECSManagedTags: bool | None
+    EnableExecuteCommand: bool | None
+    Group: str | None
+    LaunchType: str | None
+    NetworkConfiguration: NetworkConfiguration | None
+    PlacementConstraints: list[PlacementConstraint] | None
+    PlacementStrategies: list[PlacementStrategy] | None
+    PlatformVersion: str | None
+    PropagateTags: str | None
+    ReferenceId: str | None
+    TagList: list[Tag] | None
+    TaskCount: int | None
 
 
 class BatchRetryStrategy(TypedDict):
-    Attempts: Optional[int]
+    Attempts: int | None
 
 
 class BatchArrayProperties(TypedDict):
-    Size: Optional[int]
+    Size: int | None
 
 
 class BatchParameters(TypedDict):
-    JobDefinition: Optional[str]
-    JobName: Optional[str]
-    ArrayProperties: Optional[BatchArrayProperties]
-    RetryStrategy: Optional[BatchRetryStrategy]
+    JobDefinition: str | None
+    JobName: str | None
+    ArrayProperties: BatchArrayProperties | None
+    RetryStrategy: BatchRetryStrategy | None
 
 
 class SageMakerPipelineParameter(TypedDict):
-    Name: Optional[str]
-    Value: Optional[str]
+    Name: str | None
+    Value: str | None
 
 
 class SageMakerPipelineParameters(TypedDict):
-    PipelineParameterList: Optional[list[SageMakerPipelineParameter]]
+    PipelineParameterList: list[SageMakerPipelineParameter] | None
 
 
 class RetryPolicy(TypedDict):
-    MaximumEventAgeInSeconds: Optional[int]
-    MaximumRetryAttempts: Optional[int]
+    MaximumEventAgeInSeconds: int | None
+    MaximumRetryAttempts: int | None
 
 
 class Target(TypedDict):
-    Arn: Optional[str]
-    Id: Optional[str]
-    BatchParameters: Optional[BatchParameters]
-    DeadLetterConfig: Optional[DeadLetterConfig]
-    EcsParameters: Optional[EcsParameters]
-    HttpParameters: Optional[HttpParameters]
-    Input: Optional[str]
-    InputPath: Optional[str]
-    InputTransformer: Optional[InputTransformer]
-    KinesisParameters: Optional[KinesisParameters]
-    RedshiftDataParameters: Optional[RedshiftDataParameters]
-    RetryPolicy: Optional[RetryPolicy]
-    RoleArn: Optional[str]
-    RunCommandParameters: Optional[RunCommandParameters]
-    SageMakerPipelineParameters: Optional[SageMakerPipelineParameters]
-    SqsParameters: Optional[SqsParameters]
+    Arn: str | None
+    Id: str | None
+    BatchParameters: BatchParameters | None
+    DeadLetterConfig: DeadLetterConfig | None
+    EcsParameters: EcsParameters | None
+    HttpParameters: HttpParameters | None
+    Input: str | None
+    InputPath: str | None
+    InputTransformer: InputTransformer | None
+    KinesisParameters: KinesisParameters | None
+    RedshiftDataParameters: RedshiftDataParameters | None
+    RetryPolicy: RetryPolicy | None
+    RoleArn: str | None
+    RunCommandParameters: RunCommandParameters | None
+    SageMakerPipelineParameters: SageMakerPipelineParameters | None
+    SqsParameters: SqsParameters | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/events/resource_providers/aws_events_rule_plugin.py b/localstack-core/localstack/services/events/resource_providers/aws_events_rule_plugin.py
index 3fa01b6717fdc..68fd6bd27831c 100644
--- a/localstack-core/localstack/services/events/resource_providers/aws_events_rule_plugin.py
+++ b/localstack-core/localstack/services/events/resource_providers/aws_events_rule_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class EventsRuleProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::Events::Rule"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.events.resource_providers.aws_events_rule import EventsRuleProvider
diff --git a/localstack-core/localstack/services/events/rule.py b/localstack-core/localstack/services/events/rule.py
index 576cfc36e781c..853005d8e3f2a 100644
--- a/localstack-core/localstack/services/events/rule.py
+++ b/localstack-core/localstack/services/events/rule.py
@@ -1,5 +1,5 @@
 import re
-from typing import Callable, Optional
+from collections.abc import Callable
 
 from localstack.aws.api.events import (
     Arn,
@@ -75,17 +75,17 @@ def __init__(self, rule: Rule):
     def create_rule_service(
         cls,
         name: RuleName,
-        region: Optional[str] = None,
-        account_id: Optional[str] = None,
-        schedule_expression: Optional[ScheduleExpression] = None,
-        event_pattern: Optional[EventPattern] = None,
-        state: Optional[RuleState] = None,
-        description: Optional[RuleDescription] = None,
-        role_arn: Optional[RoleArn] = None,
-        tags: Optional[TagList] = None,
-        event_bus_name: Optional[EventBusName] = None,
-        targets: Optional[TargetDict] = None,
-        managed_by: Optional[ManagedBy] = None,
+        region: str | None = None,
+        account_id: str | None = None,
+        schedule_expression: ScheduleExpression | None = None,
+        event_pattern: EventPattern | None = None,
+        state: RuleState | None = None,
+        description: RuleDescription | None = None,
+        role_arn: RoleArn | None = None,
+        tags: TagList | None = None,
+        event_bus_name: EventBusName | None = None,
+        targets: TargetDict | None = None,
+        managed_by: ManagedBy | None = None,
     ):
         cls._validate_input(event_pattern, schedule_expression, event_bus_name)
         # required to keep data and functionality separate for persistence
@@ -209,9 +209,9 @@ def validate_targets_input(self, targets: TargetList) -> PutTargetsResultEntryLi
     @classmethod
     def _validate_input(
         cls,
-        event_pattern: Optional[EventPattern],
-        schedule_expression: Optional[ScheduleExpression],
-        event_bus_name: Optional[EventBusName] = "default",
+        event_pattern: EventPattern | None,
+        schedule_expression: ScheduleExpression | None,
+        event_bus_name: EventBusName | None = "default",
     ) -> None:
         if not event_pattern and not schedule_expression:
             raise ValidationException(
diff --git a/localstack-core/localstack/services/events/target.py b/localstack-core/localstack/services/events/target.py
index fe18ce999412c..6ab0c6a7a2aaf 100644
--- a/localstack-core/localstack/services/events/target.py
+++ b/localstack-core/localstack/services/events/target.py
@@ -4,7 +4,7 @@
 import re
 import uuid
 from abc import ABC, abstractmethod
-from typing import Any, Dict, Set, Type
+from typing import Any
 from urllib.parse import urlencode
 
 import requests
@@ -59,7 +59,7 @@
 }
 AWS_PREDEFINED_PLACEHOLDERS_JSON_VALUES = {"aws.events.event", "aws.events.event.json"}
 
-PREDEFINED_PLACEHOLDERS: Set[str] = AWS_PREDEFINED_PLACEHOLDERS_STRING_VALUES.union(
+PREDEFINED_PLACEHOLDERS: set[str] = AWS_PREDEFINED_PLACEHOLDERS_STRING_VALUES.union(
     AWS_PREDEFINED_PLACEHOLDERS_JSON_VALUES
 )
 
@@ -222,7 +222,7 @@ def transform_event_with_target_input_transformer(
         predefined_template_replacements = self._get_predefined_template_replacements(event)
         template_replacements.update(predefined_template_replacements)
 
-        is_json_template = input_template.strip().startswith(("{"))
+        is_json_template = input_template.strip().startswith("{")
         populated_template = replace_template_placeholders(
             input_template, template_replacements, is_json_template
         )
@@ -424,7 +424,7 @@ def _validate_input(self, target: Target):
         # if not collections.get_safe(target, "$.RoleArn"):
         #     raise ValueError("RoleArn is required for ApiGateway target")
 
-    def _get_predefined_template_replacements(self, event: Dict[str, Any]) -> Dict[str, Any]:
+    def _get_predefined_template_replacements(self, event: dict[str, Any]) -> dict[str, Any]:
         """Extracts predefined values from the event."""
         predefined_template_replacements = {}
         predefined_template_replacements["aws.events.rule-arn"] = self.rule_arn
@@ -731,7 +731,7 @@ def __init__(
         self.account_id = account_id
 
     @classmethod
-    def register_target_sender(cls, service_name: str, sender_class: Type[TargetSender]):
+    def register_target_sender(cls, service_name: str, sender_class: type[TargetSender]):
         cls.target_map[service_name] = sender_class
 
     def get_target_sender(self) -> TargetSender:
diff --git a/localstack-core/localstack/services/events/utils.py b/localstack-core/localstack/services/events/utils.py
index 5ac8e835b136f..a162dc51b101a 100644
--- a/localstack-core/localstack/services/events/utils.py
+++ b/localstack-core/localstack/services/events/utils.py
@@ -1,8 +1,8 @@
 import json
 import logging
 import re
-from datetime import datetime, timezone
-from typing import Any, Dict, Optional
+from datetime import UTC, datetime
+from typing import Any
 
 from botocore.utils import ArnParser
 
@@ -57,7 +57,7 @@ def default(self, obj):
         return super().default(obj)
 
 
-def to_json_str(obj: Any, separators: Optional[tuple[str, str]] = (",", ":")) -> str:
+def to_json_str(obj: Any, separators: tuple[str, str] | None = (",", ":")) -> str:
     return json.dumps(obj, cls=EventJSONEncoder, separators=separators)
 
 
@@ -132,11 +132,11 @@ def get_resource_type(arn: Arn) -> ResourceType:
 
 
 def get_event_time(event: PutEventsRequestEntry) -> EventTime:
-    event_time = datetime.now(timezone.utc)
+    event_time = datetime.now(UTC)
     if event_timestamp := event.get("Time"):
         try:
             # use time from event if provided
-            event_time = event_timestamp.replace(tzinfo=timezone.utc)
+            event_time = event_timestamp.replace(tzinfo=UTC)
         except ValueError:
             # use current time if event time is invalid
             LOG.debug(
@@ -154,11 +154,11 @@ def convert_to_timezone_aware_datetime(
     timestamp: Timestamp,
 ) -> Timestamp:
     if timestamp.tzinfo is None:
-        timestamp = timestamp.replace(tzinfo=timezone.utc)
+        timestamp = timestamp.replace(tzinfo=UTC)
     return timestamp
 
 
-def recursive_remove_none_values_from_dict(d: Dict[str, Any]) -> Dict[str, Any]:
+def recursive_remove_none_values_from_dict(d: dict[str, Any]) -> dict[str, Any]:
     """
     Recursively removes keys with non values from a dictionary.
     """
diff --git a/localstack-core/localstack/services/events/v1/models.py b/localstack-core/localstack/services/events/v1/models.py
index 4096215c82499..edf99a8a35537 100644
--- a/localstack-core/localstack/services/events/v1/models.py
+++ b/localstack-core/localstack/services/events/v1/models.py
@@ -1,11 +1,9 @@
-from typing import Dict
-
 from localstack.services.stores import AccountRegionBundle, BaseStore, LocalAttribute
 
 
 class EventsStore(BaseStore):
     # maps rule name to job_id
-    rule_scheduled_jobs: Dict[str, str] = LocalAttribute(default=dict)
+    rule_scheduled_jobs: dict[str, str] = LocalAttribute(default=dict)
 
 
 events_stores = AccountRegionBundle("events", EventsStore)
diff --git a/localstack-core/localstack/services/events/v1/provider.py b/localstack-core/localstack/services/events/v1/provider.py
index 9e3da8e447f6a..a98fc0c17fabc 100644
--- a/localstack-core/localstack/services/events/v1/provider.py
+++ b/localstack-core/localstack/services/events/v1/provider.py
@@ -4,7 +4,7 @@
 import os
 import re
 import time
-from typing import Any, Dict, Optional
+from typing import Any
 
 from moto.events import events_backends
 from moto.events.responses import EventsHandler as MotoEventsHandler
@@ -119,7 +119,7 @@ def test_event_pattern(
     def get_scheduled_rule_func(
         store: EventsStore,
         rule_name: RuleName,
-        event_bus_name_or_arn: Optional[EventBusNameOrArn] = None,
+        event_bus_name_or_arn: EventBusNameOrArn | None = None,
     ):
         def func(*args, **kwargs):
             account_id = store._account_id
@@ -217,10 +217,10 @@ def convert_schedule_to_cron(schedule):
     @staticmethod
     def put_rule_job_scheduler(
         store: EventsStore,
-        name: Optional[RuleName],
-        state: Optional[RuleState],
-        schedule_expression: Optional[ScheduleExpression],
-        event_bus_name_or_arn: Optional[EventBusNameOrArn] = None,
+        name: RuleName | None,
+        state: RuleState | None,
+        schedule_expression: ScheduleExpression | None,
+        event_bus_name_or_arn: EventBusNameOrArn | None = None,
     ):
         if not schedule_expression:
             return
@@ -398,14 +398,14 @@ def filter_event_based_on_event_format(
     return True
 
 
-def filter_event_with_target_input_path(target: Dict, event: Dict) -> Dict:
+def filter_event_with_target_input_path(target: dict, event: dict) -> dict:
     input_path = target.get("InputPath")
     if input_path:
         event = extract_jsonpath(event, input_path)
     return event
 
 
-def process_event_with_input_transformer(input_transformer: Dict, event: Dict) -> Dict:
+def process_event_with_input_transformer(input_transformer: dict, event: dict) -> dict:
     """
     Process the event with the input transformer of the target event,
     by replacing the message with the populated InputTemplate.
@@ -426,7 +426,7 @@ def process_event_with_input_transformer(input_transformer: Dict, event: Dict) -
     return templated_event
 
 
-def process_events(event: Dict, targets: list[Dict]):
+def process_events(event: dict, targets: list[dict]):
     for target in targets:
         arn = target["Arn"]
         changed_event = filter_event_with_target_input_path(target, event)
@@ -453,7 +453,7 @@ def process_events(event: Dict, targets: list[Dict]):
             )
 
 
-def get_event_bus_name(event_bus_name_or_arn: Optional[EventBusNameOrArn] = None) -> str:
+def get_event_bus_name(event_bus_name_or_arn: EventBusNameOrArn | None = None) -> str:
     event_bus_name_or_arn = event_bus_name_or_arn or DEFAULT_EVENT_BUS_NAME
     return event_bus_name_or_arn.split("/")[-1]
 
diff --git a/localstack-core/localstack/services/firehose/models.py b/localstack-core/localstack/services/firehose/models.py
index ef2e395ef9229..f4e1a665e3c65 100644
--- a/localstack-core/localstack/services/firehose/models.py
+++ b/localstack-core/localstack/services/firehose/models.py
@@ -1,5 +1,3 @@
-from typing import Dict
-
 from localstack.aws.api.firehose import DeliveryStreamDescription
 from localstack.services.stores import (
     AccountRegionBundle,
@@ -12,7 +10,7 @@
 
 class FirehoseStore(BaseStore):
     # maps delivery stream names to DeliveryStreamDescription
-    delivery_streams: Dict[str, DeliveryStreamDescription] = LocalAttribute(default=dict)
+    delivery_streams: dict[str, DeliveryStreamDescription] = LocalAttribute(default=dict)
 
     # static tagging service instance
     TAGS = CrossRegionAttribute(default=TaggingService)
diff --git a/localstack-core/localstack/services/firehose/provider.py b/localstack-core/localstack/services/firehose/provider.py
index 18142ae80d88b..6c8bdc5a560af 100644
--- a/localstack-core/localstack/services/firehose/provider.py
+++ b/localstack-core/localstack/services/firehose/provider.py
@@ -8,7 +8,6 @@
 import time
 import uuid
 from datetime import datetime
-from typing import Dict, List
 from urllib.parse import urlparse
 
 import requests
@@ -609,7 +608,7 @@ def _reencode_record(self, record: Record) -> Record:
             record["Data"] = base64.b64encode(record["Data"])
         return record
 
-    def _reencode_records(self, records: List[Record]) -> List[Record]:
+    def _reencode_records(self, records: list[Record]) -> list[Record]:
         return [self._reencode_record(r) for r in records]
 
     def _process_records(
@@ -617,7 +616,7 @@ def _process_records(
         account_id: str,
         region_name: str,
         fh_d_stream: str,
-        records: List[Record],
+        records: list[Record],
     ):
         """Process the given records from the underlying Kinesis stream"""
         return self._put_records(account_id, region_name, fh_d_stream, records)
@@ -638,8 +637,8 @@ def _put_records(
         account_id: str,
         region_name: str,
         delivery_stream_name: str,
-        unprocessed_records: List[Record],
-    ) -> List[PutRecordBatchResponseEntry]:
+        unprocessed_records: list[Record],
+    ) -> list[PutRecordBatchResponseEntry]:
         """Put a list of records to the firehose stream - either directly from a PutRecord API call, or
         received from an underlying Kinesis stream (if 'KinesisStreamAsSource' is configured)"""
         store = self.get_store(account_id, region_name)
@@ -786,7 +785,7 @@ def _put_to_search_db(
                 LOG.exception("Unable to put record to stream %s.", delivery_stream_name)
                 raise e
 
-    def _add_missing_record_attributes(self, records: List[Dict]) -> None:
+    def _add_missing_record_attributes(self, records: list[dict]) -> None:
         def _get_entry(obj, key):
             return obj.get(key) or obj.get(first_char_to_lower(key))
 
@@ -806,7 +805,7 @@ def _get_entry(obj, key):
                     "subsequenceNumber": "",
                 }
 
-    def _preprocess_records(self, processor: Dict, records: List[Record]) -> List[Dict]:
+    def _preprocess_records(self, processor: dict, records: list[Record]) -> list[dict]:
         """Preprocess the list of records by calling the given processor (e.g., Lamnda function)."""
         proc_type = processor.get("Type")
         parameters = processor.get("Parameters", [])
@@ -838,7 +837,7 @@ def _preprocess_records(self, processor: Dict, records: List[Record]) -> List[Di
     def _put_records_to_s3_bucket(
         self,
         stream_name: str,
-        records: List[Dict],
+        records: list[dict],
         s3_destination_description: S3DestinationDescription,
     ):
         bucket = s3_bucket_name(s3_destination_description["BucketARN"])
@@ -884,7 +883,7 @@ def _get_s3_object_path(self, stream_name, prefix, file_extension):
 
     def _put_to_redshift(
         self,
-        records: List[Dict],
+        records: list[dict],
         redshift_destination_description: RedshiftDestinationDescription,
     ):
         jdbcurl = redshift_destination_description.get("ClusterJDBCURL")
@@ -940,13 +939,13 @@ def _get_region_from_jdbc_url(self, jdbc_url: str) -> str | None:
             LOG.debug("Cannot extract region from JDBC url '%s'", jdbc_url)
             return None
 
-    def _decode_record(self, record: Dict) -> Dict:
+    def _decode_record(self, record: dict) -> dict:
         data = base64.b64decode(record.get("Data") or record.get("data"))
         data = to_str(data)
         data = json.loads(data)
         return data
 
-    def _prepare_records_for_redshift(self, record: Dict) -> List[Dict]:
+    def _prepare_records_for_redshift(self, record: dict) -> list[dict]:
         data = self._decode_record(record)
 
         parameters = []
@@ -963,7 +962,7 @@ def _prepare_records_for_redshift(self, record: Dict) -> List[Dict]:
 
         return parameters
 
-    def _extract_columns(self, record: Dict) -> str:
+    def _extract_columns(self, record: dict) -> str:
         data = self._decode_record(record)
         placeholders = [f":{key}" for key in data]
         placeholder_str = ", ".join(placeholders)
diff --git a/localstack-core/localstack/services/iam/iam_patches.py b/localstack-core/localstack/services/iam/iam_patches.py
index bec31419c3c8f..65e7df8c20a8b 100644
--- a/localstack-core/localstack/services/iam/iam_patches.py
+++ b/localstack-core/localstack/services/iam/iam_patches.py
@@ -1,5 +1,4 @@
 import threading
-from typing import Dict, List, Optional
 
 from moto.iam.models import (
     AccessKey,
@@ -106,11 +105,11 @@ def iam_backend_create_role(
         role_name: str,
         assume_role_policy_document: str,
         path: str,
-        permissions_boundary: Optional[str],
+        permissions_boundary: str | None,
         description: str,
-        tags: List[Dict[str, str]],
-        max_session_duration: Optional[str],
-        linked_service: Optional[str] = None,
+        tags: list[dict[str, str]],
+        max_session_duration: str | None,
+        linked_service: str | None = None,
     ):
         role = fn(
             self,
@@ -143,7 +142,7 @@ def inline_policy_unapply_policy(fn, self, backend):
     def access_key__init__(
         fn,
         self,
-        user_name: Optional[str],
+        user_name: str | None,
         prefix: str,
         account_id: str,
         status: str = "Active",
diff --git a/localstack-core/localstack/services/iam/provider.py b/localstack-core/localstack/services/iam/provider.py
index d5e1af505867d..9f90f37d3d7b7 100644
--- a/localstack-core/localstack/services/iam/provider.py
+++ b/localstack-core/localstack/services/iam/provider.py
@@ -6,7 +6,7 @@
 import string
 import uuid
 from datetime import datetime
-from typing import Any, Dict, List, TypeVar
+from typing import Any, TypeVar
 from urllib.parse import quote
 
 from moto.iam.models import (
@@ -183,7 +183,7 @@ def create_role(
 
     @staticmethod
     def build_evaluation_result(
-        action_name: ActionNameType, resource_name: ResourceNameType, policy_statements: List[Dict]
+        action_name: ActionNameType, resource_name: ResourceNameType, policy_statements: list[dict]
     ) -> EvaluationResult:
         eval_res = EvaluationResult()
         eval_res["EvalActionName"] = action_name
@@ -249,7 +249,7 @@ def delete_policy(self, context: RequestContext, policy_arn: arnType, **kwargs)
         if backend.managed_policies.get(policy_arn):
             backend.managed_policies.pop(policy_arn, None)
         else:
-            raise NoSuchEntityException("Policy {0} was not found.".format(policy_arn))
+            raise NoSuchEntityException(f"Policy {policy_arn} was not found.")
 
     def detach_role_policy(
         self, context: RequestContext, role_name: roleNameType, policy_arn: arnType, **kwargs
@@ -260,7 +260,7 @@ def detach_role_policy(
             policy = role.managed_policies[policy_arn]
             policy.detach_from(role)
         except KeyError:
-            raise NoSuchEntityException("Policy {0} was not found.".format(policy_arn))
+            raise NoSuchEntityException(f"Policy {policy_arn} was not found.")
 
     @staticmethod
     def moto_role_to_role_type(moto_role: MotoRole) -> Role:
diff --git a/localstack-core/localstack/services/iam/resource_providers/aws_iam_accesskey.py b/localstack-core/localstack/services/iam/resource_providers/aws_iam_accesskey.py
index a945e5af67a47..d1833e44b3d7f 100644
--- a/localstack-core/localstack/services/iam/resource_providers/aws_iam_accesskey.py
+++ b/localstack-core/localstack/services/iam/resource_providers/aws_iam_accesskey.py
@@ -2,7 +2,7 @@
 from __future__ import annotations
 
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -14,11 +14,11 @@
 
 
 class IAMAccessKeyProperties(TypedDict):
-    UserName: Optional[str]
-    Id: Optional[str]
-    SecretAccessKey: Optional[str]
-    Serial: Optional[int]
-    Status: Optional[str]
+    UserName: str | None
+    Id: str | None
+    SecretAccessKey: str | None
+    Serial: int | None
+    Status: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/iam/resource_providers/aws_iam_accesskey_plugin.py b/localstack-core/localstack/services/iam/resource_providers/aws_iam_accesskey_plugin.py
index a54ee6f94b3db..690bc331be4d6 100644
--- a/localstack-core/localstack/services/iam/resource_providers/aws_iam_accesskey_plugin.py
+++ b/localstack-core/localstack/services/iam/resource_providers/aws_iam_accesskey_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class IAMAccessKeyProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::IAM::AccessKey"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.iam.resource_providers.aws_iam_accesskey import (
diff --git a/localstack-core/localstack/services/iam/resource_providers/aws_iam_group.py b/localstack-core/localstack/services/iam/resource_providers/aws_iam_group.py
index 69c2b15ab1bfe..54b4918e5e1e0 100644
--- a/localstack-core/localstack/services/iam/resource_providers/aws_iam_group.py
+++ b/localstack-core/localstack/services/iam/resource_providers/aws_iam_group.py
@@ -3,7 +3,7 @@
 
 import json
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -15,17 +15,17 @@
 
 
 class IAMGroupProperties(TypedDict):
-    Arn: Optional[str]
-    GroupName: Optional[str]
-    Id: Optional[str]
-    ManagedPolicyArns: Optional[list[str]]
-    Path: Optional[str]
-    Policies: Optional[list[Policy]]
+    Arn: str | None
+    GroupName: str | None
+    Id: str | None
+    ManagedPolicyArns: list[str] | None
+    Path: str | None
+    Policies: list[Policy] | None
 
 
 class Policy(TypedDict):
-    PolicyDocument: Optional[dict]
-    PolicyName: Optional[str]
+    PolicyDocument: dict | None
+    PolicyName: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/iam/resource_providers/aws_iam_group_plugin.py b/localstack-core/localstack/services/iam/resource_providers/aws_iam_group_plugin.py
index 24af55af719b1..abb34b8751d2c 100644
--- a/localstack-core/localstack/services/iam/resource_providers/aws_iam_group_plugin.py
+++ b/localstack-core/localstack/services/iam/resource_providers/aws_iam_group_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class IAMGroupProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::IAM::Group"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.iam.resource_providers.aws_iam_group import IAMGroupProvider
diff --git a/localstack-core/localstack/services/iam/resource_providers/aws_iam_instanceprofile.py b/localstack-core/localstack/services/iam/resource_providers/aws_iam_instanceprofile.py
index b65f5f079d0ff..b322af1c5c20e 100644
--- a/localstack-core/localstack/services/iam/resource_providers/aws_iam_instanceprofile.py
+++ b/localstack-core/localstack/services/iam/resource_providers/aws_iam_instanceprofile.py
@@ -2,7 +2,7 @@
 from __future__ import annotations
 
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -14,10 +14,10 @@
 
 
 class IAMInstanceProfileProperties(TypedDict):
-    Roles: Optional[list[str]]
-    Arn: Optional[str]
-    InstanceProfileName: Optional[str]
-    Path: Optional[str]
+    Roles: list[str] | None
+    Arn: str | None
+    InstanceProfileName: str | None
+    Path: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/iam/resource_providers/aws_iam_instanceprofile_plugin.py b/localstack-core/localstack/services/iam/resource_providers/aws_iam_instanceprofile_plugin.py
index 875b729a55323..f6ffb39efc944 100644
--- a/localstack-core/localstack/services/iam/resource_providers/aws_iam_instanceprofile_plugin.py
+++ b/localstack-core/localstack/services/iam/resource_providers/aws_iam_instanceprofile_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class IAMInstanceProfileProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::IAM::InstanceProfile"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.iam.resource_providers.aws_iam_instanceprofile import (
diff --git a/localstack-core/localstack/services/iam/resource_providers/aws_iam_managedpolicy.py b/localstack-core/localstack/services/iam/resource_providers/aws_iam_managedpolicy.py
index 0bca0e5a02169..b85f0997e79ed 100644
--- a/localstack-core/localstack/services/iam/resource_providers/aws_iam_managedpolicy.py
+++ b/localstack-core/localstack/services/iam/resource_providers/aws_iam_managedpolicy.py
@@ -3,7 +3,7 @@
 
 import json
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -15,14 +15,14 @@
 
 
 class IAMManagedPolicyProperties(TypedDict):
-    PolicyDocument: Optional[dict]
-    Description: Optional[str]
-    Groups: Optional[list[str]]
-    Id: Optional[str]
-    ManagedPolicyName: Optional[str]
-    Path: Optional[str]
-    Roles: Optional[list[str]]
-    Users: Optional[list[str]]
+    PolicyDocument: dict | None
+    Description: str | None
+    Groups: list[str] | None
+    Id: str | None
+    ManagedPolicyName: str | None
+    Path: str | None
+    Roles: list[str] | None
+    Users: list[str] | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/iam/resource_providers/aws_iam_managedpolicy_plugin.py b/localstack-core/localstack/services/iam/resource_providers/aws_iam_managedpolicy_plugin.py
index d33ce61ef26b5..c47e80f66cd7e 100644
--- a/localstack-core/localstack/services/iam/resource_providers/aws_iam_managedpolicy_plugin.py
+++ b/localstack-core/localstack/services/iam/resource_providers/aws_iam_managedpolicy_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class IAMManagedPolicyProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::IAM::ManagedPolicy"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.iam.resource_providers.aws_iam_managedpolicy import (
diff --git a/localstack-core/localstack/services/iam/resource_providers/aws_iam_policy.py b/localstack-core/localstack/services/iam/resource_providers/aws_iam_policy.py
index 97fdb19341b57..9273bb31d9597 100644
--- a/localstack-core/localstack/services/iam/resource_providers/aws_iam_policy.py
+++ b/localstack-core/localstack/services/iam/resource_providers/aws_iam_policy.py
@@ -5,7 +5,7 @@
 import random
 import string
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -17,12 +17,12 @@
 
 
 class IAMPolicyProperties(TypedDict):
-    PolicyDocument: Optional[dict]
-    PolicyName: Optional[str]
-    Groups: Optional[list[str]]
-    Id: Optional[str]
-    Roles: Optional[list[str]]
-    Users: Optional[list[str]]
+    PolicyDocument: dict | None
+    PolicyName: str | None
+    Groups: list[str] | None
+    Id: str | None
+    Roles: list[str] | None
+    Users: list[str] | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/iam/resource_providers/aws_iam_policy_plugin.py b/localstack-core/localstack/services/iam/resource_providers/aws_iam_policy_plugin.py
index a3fdd7e9c9dc3..43fd7a554b3f8 100644
--- a/localstack-core/localstack/services/iam/resource_providers/aws_iam_policy_plugin.py
+++ b/localstack-core/localstack/services/iam/resource_providers/aws_iam_policy_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class IAMPolicyProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::IAM::Policy"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.iam.resource_providers.aws_iam_policy import IAMPolicyProvider
diff --git a/localstack-core/localstack/services/iam/resource_providers/aws_iam_role.py b/localstack-core/localstack/services/iam/resource_providers/aws_iam_role.py
index f3687337e332d..226cb4f68a8e0 100644
--- a/localstack-core/localstack/services/iam/resource_providers/aws_iam_role.py
+++ b/localstack-core/localstack/services/iam/resource_providers/aws_iam_role.py
@@ -3,7 +3,7 @@
 
 import json
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -16,27 +16,27 @@
 
 
 class IAMRoleProperties(TypedDict):
-    AssumeRolePolicyDocument: Optional[dict | str]
-    Arn: Optional[str]
-    Description: Optional[str]
-    ManagedPolicyArns: Optional[list[str]]
-    MaxSessionDuration: Optional[int]
-    Path: Optional[str]
-    PermissionsBoundary: Optional[str]
-    Policies: Optional[list[Policy]]
-    RoleId: Optional[str]
-    RoleName: Optional[str]
-    Tags: Optional[list[Tag]]
+    AssumeRolePolicyDocument: dict | str | None
+    Arn: str | None
+    Description: str | None
+    ManagedPolicyArns: list[str] | None
+    MaxSessionDuration: int | None
+    Path: str | None
+    PermissionsBoundary: str | None
+    Policies: list[Policy] | None
+    RoleId: str | None
+    RoleName: str | None
+    Tags: list[Tag] | None
 
 
 class Policy(TypedDict):
-    PolicyDocument: Optional[str | dict]
-    PolicyName: Optional[str]
+    PolicyDocument: str | dict | None
+    PolicyName: str | None
 
 
 class Tag(TypedDict):
-    Key: Optional[str]
-    Value: Optional[str]
+    Key: str | None
+    Value: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/iam/resource_providers/aws_iam_role_plugin.py b/localstack-core/localstack/services/iam/resource_providers/aws_iam_role_plugin.py
index d6c7059f611eb..bc1b98e625923 100644
--- a/localstack-core/localstack/services/iam/resource_providers/aws_iam_role_plugin.py
+++ b/localstack-core/localstack/services/iam/resource_providers/aws_iam_role_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class IAMRoleProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::IAM::Role"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.iam.resource_providers.aws_iam_role import IAMRoleProvider
diff --git a/localstack-core/localstack/services/iam/resource_providers/aws_iam_servercertificate.py b/localstack-core/localstack/services/iam/resource_providers/aws_iam_servercertificate.py
index 233f9554efcc0..9778529826ad5 100644
--- a/localstack-core/localstack/services/iam/resource_providers/aws_iam_servercertificate.py
+++ b/localstack-core/localstack/services/iam/resource_providers/aws_iam_servercertificate.py
@@ -2,7 +2,7 @@
 from __future__ import annotations
 
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -14,18 +14,18 @@
 
 
 class IAMServerCertificateProperties(TypedDict):
-    Arn: Optional[str]
-    CertificateBody: Optional[str]
-    CertificateChain: Optional[str]
-    Path: Optional[str]
-    PrivateKey: Optional[str]
-    ServerCertificateName: Optional[str]
-    Tags: Optional[list[Tag]]
+    Arn: str | None
+    CertificateBody: str | None
+    CertificateChain: str | None
+    Path: str | None
+    PrivateKey: str | None
+    ServerCertificateName: str | None
+    Tags: list[Tag] | None
 
 
 class Tag(TypedDict):
-    Key: Optional[str]
-    Value: Optional[str]
+    Key: str | None
+    Value: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/iam/resource_providers/aws_iam_servercertificate_plugin.py b/localstack-core/localstack/services/iam/resource_providers/aws_iam_servercertificate_plugin.py
index 13723bd73ce2b..a90f432110b8d 100644
--- a/localstack-core/localstack/services/iam/resource_providers/aws_iam_servercertificate_plugin.py
+++ b/localstack-core/localstack/services/iam/resource_providers/aws_iam_servercertificate_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class IAMServerCertificateProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::IAM::ServerCertificate"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.iam.resource_providers.aws_iam_servercertificate import (
diff --git a/localstack-core/localstack/services/iam/resource_providers/aws_iam_servicelinkedrole.py b/localstack-core/localstack/services/iam/resource_providers/aws_iam_servicelinkedrole.py
index 2437966df10e7..441e6a0545aed 100644
--- a/localstack-core/localstack/services/iam/resource_providers/aws_iam_servicelinkedrole.py
+++ b/localstack-core/localstack/services/iam/resource_providers/aws_iam_servicelinkedrole.py
@@ -2,7 +2,7 @@
 from __future__ import annotations
 
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -14,10 +14,10 @@
 
 
 class IAMServiceLinkedRoleProperties(TypedDict):
-    AWSServiceName: Optional[str]
-    CustomSuffix: Optional[str]
-    Description: Optional[str]
-    Id: Optional[str]
+    AWSServiceName: str | None
+    CustomSuffix: str | None
+    Description: str | None
+    Id: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/iam/resource_providers/aws_iam_servicelinkedrole_plugin.py b/localstack-core/localstack/services/iam/resource_providers/aws_iam_servicelinkedrole_plugin.py
index e81cc105f85c1..98c74c9912779 100644
--- a/localstack-core/localstack/services/iam/resource_providers/aws_iam_servicelinkedrole_plugin.py
+++ b/localstack-core/localstack/services/iam/resource_providers/aws_iam_servicelinkedrole_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class IAMServiceLinkedRoleProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::IAM::ServiceLinkedRole"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.iam.resource_providers.aws_iam_servicelinkedrole import (
diff --git a/localstack-core/localstack/services/iam/resource_providers/aws_iam_user.py b/localstack-core/localstack/services/iam/resource_providers/aws_iam_user.py
index 8600522013b39..373c7442ef326 100644
--- a/localstack-core/localstack/services/iam/resource_providers/aws_iam_user.py
+++ b/localstack-core/localstack/services/iam/resource_providers/aws_iam_user.py
@@ -2,7 +2,7 @@
 from __future__ import annotations
 
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -14,31 +14,31 @@
 
 
 class IAMUserProperties(TypedDict):
-    Arn: Optional[str]
-    Groups: Optional[list[str]]
-    Id: Optional[str]
-    LoginProfile: Optional[LoginProfile]
-    ManagedPolicyArns: Optional[list[str]]
-    Path: Optional[str]
-    PermissionsBoundary: Optional[str]
-    Policies: Optional[list[Policy]]
-    Tags: Optional[list[Tag]]
-    UserName: Optional[str]
+    Arn: str | None
+    Groups: list[str] | None
+    Id: str | None
+    LoginProfile: LoginProfile | None
+    ManagedPolicyArns: list[str] | None
+    Path: str | None
+    PermissionsBoundary: str | None
+    Policies: list[Policy] | None
+    Tags: list[Tag] | None
+    UserName: str | None
 
 
 class Policy(TypedDict):
-    PolicyDocument: Optional[dict]
-    PolicyName: Optional[str]
+    PolicyDocument: dict | None
+    PolicyName: str | None
 
 
 class LoginProfile(TypedDict):
-    Password: Optional[str]
-    PasswordResetRequired: Optional[bool]
+    Password: str | None
+    PasswordResetRequired: bool | None
 
 
 class Tag(TypedDict):
-    Key: Optional[str]
-    Value: Optional[str]
+    Key: str | None
+    Value: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/iam/resource_providers/aws_iam_user_plugin.py b/localstack-core/localstack/services/iam/resource_providers/aws_iam_user_plugin.py
index 60acd8fc1493c..abb2910dbe3e7 100644
--- a/localstack-core/localstack/services/iam/resource_providers/aws_iam_user_plugin.py
+++ b/localstack-core/localstack/services/iam/resource_providers/aws_iam_user_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class IAMUserProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::IAM::User"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.iam.resource_providers.aws_iam_user import IAMUserProvider
diff --git a/localstack-core/localstack/services/kinesis/kinesis_mock_server.py b/localstack-core/localstack/services/kinesis/kinesis_mock_server.py
index b9ce394e1415d..92ef250bec6e8 100644
--- a/localstack-core/localstack/services/kinesis/kinesis_mock_server.py
+++ b/localstack-core/localstack/services/kinesis/kinesis_mock_server.py
@@ -3,7 +3,6 @@
 import threading
 from abc import abstractmethod
 from pathlib import Path
-from typing import Dict, List, Optional, Tuple
 
 from localstack import config
 from localstack.services.kinesis.packages import (
@@ -31,7 +30,7 @@ def __init__(
         account_id: str,
         host: str = "localhost",
         log_level: str = "INFO",
-        data_dir: Optional[str] = None,
+        data_dir: str | None = None,
     ) -> None:
         self._account_id = account_id
         self._latency = latency
@@ -57,7 +56,7 @@ def do_start_thread(self) -> FuncThread:
         return t
 
     @property
-    def _environment_variables(self) -> Dict:
+    def _environment_variables(self) -> dict:
         env_vars = {
             "KINESIS_MOCK_PLAIN_PORT": self.port,
             # Each kinesis-mock instance listens to two ports - secure and insecure.
@@ -94,7 +93,7 @@ def _environment_variables(self) -> Dict:
         return env_vars
 
     @abstractmethod
-    def _create_shell_command(self) -> Tuple[List, Dict]:
+    def _create_shell_command(self) -> tuple[list, dict]:
         """
         Helper method for creating kinesis mock invocation command
         :return: returns a tuple containing the command list and a dictionary with the environment variables
@@ -106,12 +105,12 @@ def _log_listener(self, line, **_kwargs):
 
 
 class KinesisMockScalaServer(KinesisMockServer):
-    def _create_shell_command(self) -> Tuple[List, Dict]:
+    def _create_shell_command(self) -> tuple[list, dict]:
         cmd = ["java", "-jar", *self._get_java_vm_options(), str(self._exe_path)]
         return cmd, self._environment_variables
 
     @property
-    def _environment_variables(self) -> Dict:
+    def _environment_variables(self) -> dict:
         default_env_vars = super()._environment_variables
         kinesis_mock_installer = kinesismock_scala_package.get_installer()
         return {
@@ -130,7 +129,7 @@ def _get_java_vm_options(self) -> list[str]:
 
 class KinesisMockNodeServer(KinesisMockServer):
     @property
-    def _environment_variables(self) -> Dict:
+    def _environment_variables(self) -> dict:
         node_env_vars = {
             # Use the `server.json` packaged next to the main.js
             "KINESIS_MOCK_CERT_PATH": str((self._exe_path.parent / "server.json").absolute()),
@@ -139,7 +138,7 @@ def _environment_variables(self) -> Dict:
         default_env_vars = super()._environment_variables
         return {**node_env_vars, **default_env_vars}
 
-    def _create_shell_command(self) -> Tuple[List, Dict]:
+    def _create_shell_command(self) -> tuple[list, dict]:
         cmd = ["node", self._exe_path]
         return cmd, self._environment_variables
 
diff --git a/localstack-core/localstack/services/kinesis/models.py b/localstack-core/localstack/services/kinesis/models.py
index 3247ac060fbb0..20207a702844a 100644
--- a/localstack-core/localstack/services/kinesis/models.py
+++ b/localstack-core/localstack/services/kinesis/models.py
@@ -1,5 +1,4 @@
 from collections import defaultdict
-from typing import Dict, List, Set
 
 from localstack.aws.api.kinesis import ConsumerDescription, MetricsName, StreamName
 from localstack.services.stores import AccountRegionBundle, BaseStore, LocalAttribute
@@ -7,10 +6,10 @@
 
 class KinesisStore(BaseStore):
     # list of stream consumer details
-    stream_consumers: List[ConsumerDescription] = LocalAttribute(default=list)
+    stream_consumers: list[ConsumerDescription] = LocalAttribute(default=list)
 
     # maps stream name to list of enhanced monitoring metrics
-    enhanced_metrics: Dict[StreamName, Set[MetricsName]] = LocalAttribute(
+    enhanced_metrics: dict[StreamName, set[MetricsName]] = LocalAttribute(
         default=lambda: defaultdict(set)
     )
 
diff --git a/localstack-core/localstack/services/kinesis/packages.py b/localstack-core/localstack/services/kinesis/packages.py
index c7b07eb7b9dd7..1d0615d3fc109 100644
--- a/localstack-core/localstack/services/kinesis/packages.py
+++ b/localstack-core/localstack/services/kinesis/packages.py
@@ -1,7 +1,7 @@
 import os
 from enum import StrEnum
 from functools import lru_cache
-from typing import Any, List
+from typing import Any
 
 from localstack.packages import InstallTarget, Package
 from localstack.packages.core import GitHubReleaseInstaller, NodePackageInstaller
@@ -58,7 +58,7 @@ def __init__(
     def _get_installer(self, version: str) -> KinesisMockScalaPackageInstaller:
         return KinesisMockScalaPackageInstaller(version)
 
-    def get_versions(self) -> List[str]:
+    def get_versions(self) -> list[str]:
         return [_KINESIS_MOCK_VERSION]  # Only supported on v0.4.12+
 
 
@@ -73,7 +73,7 @@ def __init__(
     def _get_installer(self, version: str) -> KinesisMockNodePackageInstaller:
         return KinesisMockNodePackageInstaller(version)
 
-    def get_versions(self) -> List[str]:
+    def get_versions(self) -> list[str]:
         return [_KINESIS_MOCK_VERSION]
 
 
diff --git a/localstack-core/localstack/services/kinesis/resource_providers/aws_kinesis_stream.py b/localstack-core/localstack/services/kinesis/resource_providers/aws_kinesis_stream.py
index 28d231d666484..5d805de0bba97 100644
--- a/localstack-core/localstack/services/kinesis/resource_providers/aws_kinesis_stream.py
+++ b/localstack-core/localstack/services/kinesis/resource_providers/aws_kinesis_stream.py
@@ -2,7 +2,7 @@
 from __future__ import annotations
 
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -14,27 +14,27 @@
 
 
 class KinesisStreamProperties(TypedDict):
-    Arn: Optional[str]
-    Name: Optional[str]
-    RetentionPeriodHours: Optional[int]
-    ShardCount: Optional[int]
-    StreamEncryption: Optional[StreamEncryption]
-    StreamModeDetails: Optional[StreamModeDetails]
-    Tags: Optional[list[Tag]]
+    Arn: str | None
+    Name: str | None
+    RetentionPeriodHours: int | None
+    ShardCount: int | None
+    StreamEncryption: StreamEncryption | None
+    StreamModeDetails: StreamModeDetails | None
+    Tags: list[Tag] | None
 
 
 class StreamModeDetails(TypedDict):
-    StreamMode: Optional[str]
+    StreamMode: str | None
 
 
 class StreamEncryption(TypedDict):
-    EncryptionType: Optional[str]
-    KeyId: Optional[str]
+    EncryptionType: str | None
+    KeyId: str | None
 
 
 class Tag(TypedDict):
-    Key: Optional[str]
-    Value: Optional[str]
+    Key: str | None
+    Value: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/kinesis/resource_providers/aws_kinesis_stream_plugin.py b/localstack-core/localstack/services/kinesis/resource_providers/aws_kinesis_stream_plugin.py
index d7e834e7bb0bf..9f6a783801fd2 100644
--- a/localstack-core/localstack/services/kinesis/resource_providers/aws_kinesis_stream_plugin.py
+++ b/localstack-core/localstack/services/kinesis/resource_providers/aws_kinesis_stream_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class KinesisStreamProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::Kinesis::Stream"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.kinesis.resource_providers.aws_kinesis_stream import (
diff --git a/localstack-core/localstack/services/kinesis/resource_providers/aws_kinesis_streamconsumer.py b/localstack-core/localstack/services/kinesis/resource_providers/aws_kinesis_streamconsumer.py
index e9ba78fc42d0e..03d4bf6d41dfc 100644
--- a/localstack-core/localstack/services/kinesis/resource_providers/aws_kinesis_streamconsumer.py
+++ b/localstack-core/localstack/services/kinesis/resource_providers/aws_kinesis_streamconsumer.py
@@ -2,7 +2,7 @@
 from __future__ import annotations
 
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -14,12 +14,12 @@
 
 
 class KinesisStreamConsumerProperties(TypedDict):
-    ConsumerName: Optional[str]
-    StreamARN: Optional[str]
-    ConsumerARN: Optional[str]
-    ConsumerCreationTimestamp: Optional[str]
-    ConsumerStatus: Optional[str]
-    Id: Optional[str]
+    ConsumerName: str | None
+    StreamARN: str | None
+    ConsumerARN: str | None
+    ConsumerCreationTimestamp: str | None
+    ConsumerStatus: str | None
+    Id: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/kinesis/resource_providers/aws_kinesis_streamconsumer_plugin.py b/localstack-core/localstack/services/kinesis/resource_providers/aws_kinesis_streamconsumer_plugin.py
index b1f2cab38423d..9710d11adbb49 100644
--- a/localstack-core/localstack/services/kinesis/resource_providers/aws_kinesis_streamconsumer_plugin.py
+++ b/localstack-core/localstack/services/kinesis/resource_providers/aws_kinesis_streamconsumer_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class KinesisStreamConsumerProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::Kinesis::StreamConsumer"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.kinesis.resource_providers.aws_kinesis_streamconsumer import (
diff --git a/localstack-core/localstack/services/kinesisfirehose/resource_providers/aws_kinesisfirehose_deliverystream.py b/localstack-core/localstack/services/kinesisfirehose/resource_providers/aws_kinesisfirehose_deliverystream.py
index 6764a783667f0..0af6cfaee3069 100644
--- a/localstack-core/localstack/services/kinesisfirehose/resource_providers/aws_kinesisfirehose_deliverystream.py
+++ b/localstack-core/localstack/services/kinesisfirehose/resource_providers/aws_kinesisfirehose_deliverystream.py
@@ -2,7 +2,7 @@
 from __future__ import annotations
 
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -14,328 +14,328 @@
 
 
 class KinesisFirehoseDeliveryStreamProperties(TypedDict):
-    AmazonOpenSearchServerlessDestinationConfiguration: Optional[
-        AmazonOpenSearchServerlessDestinationConfiguration
-    ]
-    AmazonopensearchserviceDestinationConfiguration: Optional[
-        AmazonopensearchserviceDestinationConfiguration
-    ]
-    Arn: Optional[str]
-    DeliveryStreamEncryptionConfigurationInput: Optional[DeliveryStreamEncryptionConfigurationInput]
-    DeliveryStreamName: Optional[str]
-    DeliveryStreamType: Optional[str]
-    ElasticsearchDestinationConfiguration: Optional[ElasticsearchDestinationConfiguration]
-    ExtendedS3DestinationConfiguration: Optional[ExtendedS3DestinationConfiguration]
-    HttpEndpointDestinationConfiguration: Optional[HttpEndpointDestinationConfiguration]
-    KinesisStreamSourceConfiguration: Optional[KinesisStreamSourceConfiguration]
-    RedshiftDestinationConfiguration: Optional[RedshiftDestinationConfiguration]
-    S3DestinationConfiguration: Optional[S3DestinationConfiguration]
-    SplunkDestinationConfiguration: Optional[SplunkDestinationConfiguration]
-    Tags: Optional[list[Tag]]
+    AmazonOpenSearchServerlessDestinationConfiguration: (
+        AmazonOpenSearchServerlessDestinationConfiguration | None
+    )
+    AmazonopensearchserviceDestinationConfiguration: (
+        AmazonopensearchserviceDestinationConfiguration | None
+    )
+    Arn: str | None
+    DeliveryStreamEncryptionConfigurationInput: DeliveryStreamEncryptionConfigurationInput | None
+    DeliveryStreamName: str | None
+    DeliveryStreamType: str | None
+    ElasticsearchDestinationConfiguration: ElasticsearchDestinationConfiguration | None
+    ExtendedS3DestinationConfiguration: ExtendedS3DestinationConfiguration | None
+    HttpEndpointDestinationConfiguration: HttpEndpointDestinationConfiguration | None
+    KinesisStreamSourceConfiguration: KinesisStreamSourceConfiguration | None
+    RedshiftDestinationConfiguration: RedshiftDestinationConfiguration | None
+    S3DestinationConfiguration: S3DestinationConfiguration | None
+    SplunkDestinationConfiguration: SplunkDestinationConfiguration | None
+    Tags: list[Tag] | None
 
 
 class DeliveryStreamEncryptionConfigurationInput(TypedDict):
-    KeyType: Optional[str]
-    KeyARN: Optional[str]
+    KeyType: str | None
+    KeyARN: str | None
 
 
 class ElasticsearchBufferingHints(TypedDict):
-    IntervalInSeconds: Optional[int]
-    SizeInMBs: Optional[int]
+    IntervalInSeconds: int | None
+    SizeInMBs: int | None
 
 
 class CloudWatchLoggingOptions(TypedDict):
-    Enabled: Optional[bool]
-    LogGroupName: Optional[str]
-    LogStreamName: Optional[str]
+    Enabled: bool | None
+    LogGroupName: str | None
+    LogStreamName: str | None
 
 
 class ProcessorParameter(TypedDict):
-    ParameterName: Optional[str]
-    ParameterValue: Optional[str]
+    ParameterName: str | None
+    ParameterValue: str | None
 
 
 class Processor(TypedDict):
-    Type: Optional[str]
-    Parameters: Optional[list[ProcessorParameter]]
+    Type: str | None
+    Parameters: list[ProcessorParameter] | None
 
 
 class ProcessingConfiguration(TypedDict):
-    Enabled: Optional[bool]
-    Processors: Optional[list[Processor]]
+    Enabled: bool | None
+    Processors: list[Processor] | None
 
 
 class ElasticsearchRetryOptions(TypedDict):
-    DurationInSeconds: Optional[int]
+    DurationInSeconds: int | None
 
 
 class BufferingHints(TypedDict):
-    IntervalInSeconds: Optional[int]
-    SizeInMBs: Optional[int]
+    IntervalInSeconds: int | None
+    SizeInMBs: int | None
 
 
 class KMSEncryptionConfig(TypedDict):
-    AWSKMSKeyARN: Optional[str]
+    AWSKMSKeyARN: str | None
 
 
 class EncryptionConfiguration(TypedDict):
-    KMSEncryptionConfig: Optional[KMSEncryptionConfig]
-    NoEncryptionConfig: Optional[str]
+    KMSEncryptionConfig: KMSEncryptionConfig | None
+    NoEncryptionConfig: str | None
 
 
 class S3DestinationConfiguration(TypedDict):
-    BucketARN: Optional[str]
-    RoleARN: Optional[str]
-    BufferingHints: Optional[BufferingHints]
-    CloudWatchLoggingOptions: Optional[CloudWatchLoggingOptions]
-    CompressionFormat: Optional[str]
-    EncryptionConfiguration: Optional[EncryptionConfiguration]
-    ErrorOutputPrefix: Optional[str]
-    Prefix: Optional[str]
+    BucketARN: str | None
+    RoleARN: str | None
+    BufferingHints: BufferingHints | None
+    CloudWatchLoggingOptions: CloudWatchLoggingOptions | None
+    CompressionFormat: str | None
+    EncryptionConfiguration: EncryptionConfiguration | None
+    ErrorOutputPrefix: str | None
+    Prefix: str | None
 
 
 class VpcConfiguration(TypedDict):
-    RoleARN: Optional[str]
-    SecurityGroupIds: Optional[list[str]]
-    SubnetIds: Optional[list[str]]
+    RoleARN: str | None
+    SecurityGroupIds: list[str] | None
+    SubnetIds: list[str] | None
 
 
 class DocumentIdOptions(TypedDict):
-    DefaultDocumentIdFormat: Optional[str]
+    DefaultDocumentIdFormat: str | None
 
 
 class ElasticsearchDestinationConfiguration(TypedDict):
-    IndexName: Optional[str]
-    RoleARN: Optional[str]
-    S3Configuration: Optional[S3DestinationConfiguration]
-    BufferingHints: Optional[ElasticsearchBufferingHints]
-    CloudWatchLoggingOptions: Optional[CloudWatchLoggingOptions]
-    ClusterEndpoint: Optional[str]
-    DocumentIdOptions: Optional[DocumentIdOptions]
-    DomainARN: Optional[str]
-    IndexRotationPeriod: Optional[str]
-    ProcessingConfiguration: Optional[ProcessingConfiguration]
-    RetryOptions: Optional[ElasticsearchRetryOptions]
-    S3BackupMode: Optional[str]
-    TypeName: Optional[str]
-    VpcConfiguration: Optional[VpcConfiguration]
+    IndexName: str | None
+    RoleARN: str | None
+    S3Configuration: S3DestinationConfiguration | None
+    BufferingHints: ElasticsearchBufferingHints | None
+    CloudWatchLoggingOptions: CloudWatchLoggingOptions | None
+    ClusterEndpoint: str | None
+    DocumentIdOptions: DocumentIdOptions | None
+    DomainARN: str | None
+    IndexRotationPeriod: str | None
+    ProcessingConfiguration: ProcessingConfiguration | None
+    RetryOptions: ElasticsearchRetryOptions | None
+    S3BackupMode: str | None
+    TypeName: str | None
+    VpcConfiguration: VpcConfiguration | None
 
 
 class AmazonopensearchserviceBufferingHints(TypedDict):
-    IntervalInSeconds: Optional[int]
-    SizeInMBs: Optional[int]
+    IntervalInSeconds: int | None
+    SizeInMBs: int | None
 
 
 class AmazonopensearchserviceRetryOptions(TypedDict):
-    DurationInSeconds: Optional[int]
+    DurationInSeconds: int | None
 
 
 class AmazonopensearchserviceDestinationConfiguration(TypedDict):
-    IndexName: Optional[str]
-    RoleARN: Optional[str]
-    S3Configuration: Optional[S3DestinationConfiguration]
-    BufferingHints: Optional[AmazonopensearchserviceBufferingHints]
-    CloudWatchLoggingOptions: Optional[CloudWatchLoggingOptions]
-    ClusterEndpoint: Optional[str]
-    DocumentIdOptions: Optional[DocumentIdOptions]
-    DomainARN: Optional[str]
-    IndexRotationPeriod: Optional[str]
-    ProcessingConfiguration: Optional[ProcessingConfiguration]
-    RetryOptions: Optional[AmazonopensearchserviceRetryOptions]
-    S3BackupMode: Optional[str]
-    TypeName: Optional[str]
-    VpcConfiguration: Optional[VpcConfiguration]
+    IndexName: str | None
+    RoleARN: str | None
+    S3Configuration: S3DestinationConfiguration | None
+    BufferingHints: AmazonopensearchserviceBufferingHints | None
+    CloudWatchLoggingOptions: CloudWatchLoggingOptions | None
+    ClusterEndpoint: str | None
+    DocumentIdOptions: DocumentIdOptions | None
+    DomainARN: str | None
+    IndexRotationPeriod: str | None
+    ProcessingConfiguration: ProcessingConfiguration | None
+    RetryOptions: AmazonopensearchserviceRetryOptions | None
+    S3BackupMode: str | None
+    TypeName: str | None
+    VpcConfiguration: VpcConfiguration | None
 
 
 class AmazonOpenSearchServerlessBufferingHints(TypedDict):
-    IntervalInSeconds: Optional[int]
-    SizeInMBs: Optional[int]
+    IntervalInSeconds: int | None
+    SizeInMBs: int | None
 
 
 class AmazonOpenSearchServerlessRetryOptions(TypedDict):
-    DurationInSeconds: Optional[int]
+    DurationInSeconds: int | None
 
 
 class AmazonOpenSearchServerlessDestinationConfiguration(TypedDict):
-    IndexName: Optional[str]
-    RoleARN: Optional[str]
-    S3Configuration: Optional[S3DestinationConfiguration]
-    BufferingHints: Optional[AmazonOpenSearchServerlessBufferingHints]
-    CloudWatchLoggingOptions: Optional[CloudWatchLoggingOptions]
-    CollectionEndpoint: Optional[str]
-    ProcessingConfiguration: Optional[ProcessingConfiguration]
-    RetryOptions: Optional[AmazonOpenSearchServerlessRetryOptions]
-    S3BackupMode: Optional[str]
-    VpcConfiguration: Optional[VpcConfiguration]
+    IndexName: str | None
+    RoleARN: str | None
+    S3Configuration: S3DestinationConfiguration | None
+    BufferingHints: AmazonOpenSearchServerlessBufferingHints | None
+    CloudWatchLoggingOptions: CloudWatchLoggingOptions | None
+    CollectionEndpoint: str | None
+    ProcessingConfiguration: ProcessingConfiguration | None
+    RetryOptions: AmazonOpenSearchServerlessRetryOptions | None
+    S3BackupMode: str | None
+    VpcConfiguration: VpcConfiguration | None
 
 
 class HiveJsonSerDe(TypedDict):
-    TimestampFormats: Optional[list[str]]
+    TimestampFormats: list[str] | None
 
 
 class OpenXJsonSerDe(TypedDict):
-    CaseInsensitive: Optional[bool]
-    ColumnToJsonKeyMappings: Optional[dict]
-    ConvertDotsInJsonKeysToUnderscores: Optional[bool]
+    CaseInsensitive: bool | None
+    ColumnToJsonKeyMappings: dict | None
+    ConvertDotsInJsonKeysToUnderscores: bool | None
 
 
 class Deserializer(TypedDict):
-    HiveJsonSerDe: Optional[HiveJsonSerDe]
-    OpenXJsonSerDe: Optional[OpenXJsonSerDe]
+    HiveJsonSerDe: HiveJsonSerDe | None
+    OpenXJsonSerDe: OpenXJsonSerDe | None
 
 
 class InputFormatConfiguration(TypedDict):
-    Deserializer: Optional[Deserializer]
+    Deserializer: Deserializer | None
 
 
 class OrcSerDe(TypedDict):
-    BlockSizeBytes: Optional[int]
-    BloomFilterColumns: Optional[list[str]]
-    BloomFilterFalsePositiveProbability: Optional[float]
-    Compression: Optional[str]
-    DictionaryKeyThreshold: Optional[float]
-    EnablePadding: Optional[bool]
-    FormatVersion: Optional[str]
-    PaddingTolerance: Optional[float]
-    RowIndexStride: Optional[int]
-    StripeSizeBytes: Optional[int]
+    BlockSizeBytes: int | None
+    BloomFilterColumns: list[str] | None
+    BloomFilterFalsePositiveProbability: float | None
+    Compression: str | None
+    DictionaryKeyThreshold: float | None
+    EnablePadding: bool | None
+    FormatVersion: str | None
+    PaddingTolerance: float | None
+    RowIndexStride: int | None
+    StripeSizeBytes: int | None
 
 
 class ParquetSerDe(TypedDict):
-    BlockSizeBytes: Optional[int]
-    Compression: Optional[str]
-    EnableDictionaryCompression: Optional[bool]
-    MaxPaddingBytes: Optional[int]
-    PageSizeBytes: Optional[int]
-    WriterVersion: Optional[str]
+    BlockSizeBytes: int | None
+    Compression: str | None
+    EnableDictionaryCompression: bool | None
+    MaxPaddingBytes: int | None
+    PageSizeBytes: int | None
+    WriterVersion: str | None
 
 
 class Serializer(TypedDict):
-    OrcSerDe: Optional[OrcSerDe]
-    ParquetSerDe: Optional[ParquetSerDe]
+    OrcSerDe: OrcSerDe | None
+    ParquetSerDe: ParquetSerDe | None
 
 
 class OutputFormatConfiguration(TypedDict):
-    Serializer: Optional[Serializer]
+    Serializer: Serializer | None
 
 
 class SchemaConfiguration(TypedDict):
-    CatalogId: Optional[str]
-    DatabaseName: Optional[str]
-    Region: Optional[str]
-    RoleARN: Optional[str]
-    TableName: Optional[str]
-    VersionId: Optional[str]
+    CatalogId: str | None
+    DatabaseName: str | None
+    Region: str | None
+    RoleARN: str | None
+    TableName: str | None
+    VersionId: str | None
 
 
 class DataFormatConversionConfiguration(TypedDict):
-    Enabled: Optional[bool]
-    InputFormatConfiguration: Optional[InputFormatConfiguration]
-    OutputFormatConfiguration: Optional[OutputFormatConfiguration]
-    SchemaConfiguration: Optional[SchemaConfiguration]
+    Enabled: bool | None
+    InputFormatConfiguration: InputFormatConfiguration | None
+    OutputFormatConfiguration: OutputFormatConfiguration | None
+    SchemaConfiguration: SchemaConfiguration | None
 
 
 class RetryOptions(TypedDict):
-    DurationInSeconds: Optional[int]
+    DurationInSeconds: int | None
 
 
 class DynamicPartitioningConfiguration(TypedDict):
-    Enabled: Optional[bool]
-    RetryOptions: Optional[RetryOptions]
+    Enabled: bool | None
+    RetryOptions: RetryOptions | None
 
 
 class ExtendedS3DestinationConfiguration(TypedDict):
-    BucketARN: Optional[str]
-    RoleARN: Optional[str]
-    BufferingHints: Optional[BufferingHints]
-    CloudWatchLoggingOptions: Optional[CloudWatchLoggingOptions]
-    CompressionFormat: Optional[str]
-    DataFormatConversionConfiguration: Optional[DataFormatConversionConfiguration]
-    DynamicPartitioningConfiguration: Optional[DynamicPartitioningConfiguration]
-    EncryptionConfiguration: Optional[EncryptionConfiguration]
-    ErrorOutputPrefix: Optional[str]
-    Prefix: Optional[str]
-    ProcessingConfiguration: Optional[ProcessingConfiguration]
-    S3BackupConfiguration: Optional[S3DestinationConfiguration]
-    S3BackupMode: Optional[str]
+    BucketARN: str | None
+    RoleARN: str | None
+    BufferingHints: BufferingHints | None
+    CloudWatchLoggingOptions: CloudWatchLoggingOptions | None
+    CompressionFormat: str | None
+    DataFormatConversionConfiguration: DataFormatConversionConfiguration | None
+    DynamicPartitioningConfiguration: DynamicPartitioningConfiguration | None
+    EncryptionConfiguration: EncryptionConfiguration | None
+    ErrorOutputPrefix: str | None
+    Prefix: str | None
+    ProcessingConfiguration: ProcessingConfiguration | None
+    S3BackupConfiguration: S3DestinationConfiguration | None
+    S3BackupMode: str | None
 
 
 class KinesisStreamSourceConfiguration(TypedDict):
-    KinesisStreamARN: Optional[str]
-    RoleARN: Optional[str]
+    KinesisStreamARN: str | None
+    RoleARN: str | None
 
 
 class CopyCommand(TypedDict):
-    DataTableName: Optional[str]
-    CopyOptions: Optional[str]
-    DataTableColumns: Optional[str]
+    DataTableName: str | None
+    CopyOptions: str | None
+    DataTableColumns: str | None
 
 
 class RedshiftRetryOptions(TypedDict):
-    DurationInSeconds: Optional[int]
+    DurationInSeconds: int | None
 
 
 class RedshiftDestinationConfiguration(TypedDict):
-    ClusterJDBCURL: Optional[str]
-    CopyCommand: Optional[CopyCommand]
-    Password: Optional[str]
-    RoleARN: Optional[str]
-    S3Configuration: Optional[S3DestinationConfiguration]
-    Username: Optional[str]
-    CloudWatchLoggingOptions: Optional[CloudWatchLoggingOptions]
-    ProcessingConfiguration: Optional[ProcessingConfiguration]
-    RetryOptions: Optional[RedshiftRetryOptions]
-    S3BackupConfiguration: Optional[S3DestinationConfiguration]
-    S3BackupMode: Optional[str]
+    ClusterJDBCURL: str | None
+    CopyCommand: CopyCommand | None
+    Password: str | None
+    RoleARN: str | None
+    S3Configuration: S3DestinationConfiguration | None
+    Username: str | None
+    CloudWatchLoggingOptions: CloudWatchLoggingOptions | None
+    ProcessingConfiguration: ProcessingConfiguration | None
+    RetryOptions: RedshiftRetryOptions | None
+    S3BackupConfiguration: S3DestinationConfiguration | None
+    S3BackupMode: str | None
 
 
 class SplunkRetryOptions(TypedDict):
-    DurationInSeconds: Optional[int]
+    DurationInSeconds: int | None
 
 
 class SplunkDestinationConfiguration(TypedDict):
-    HECEndpoint: Optional[str]
-    HECEndpointType: Optional[str]
-    HECToken: Optional[str]
-    S3Configuration: Optional[S3DestinationConfiguration]
-    CloudWatchLoggingOptions: Optional[CloudWatchLoggingOptions]
-    HECAcknowledgmentTimeoutInSeconds: Optional[int]
-    ProcessingConfiguration: Optional[ProcessingConfiguration]
-    RetryOptions: Optional[SplunkRetryOptions]
-    S3BackupMode: Optional[str]
+    HECEndpoint: str | None
+    HECEndpointType: str | None
+    HECToken: str | None
+    S3Configuration: S3DestinationConfiguration | None
+    CloudWatchLoggingOptions: CloudWatchLoggingOptions | None
+    HECAcknowledgmentTimeoutInSeconds: int | None
+    ProcessingConfiguration: ProcessingConfiguration | None
+    RetryOptions: SplunkRetryOptions | None
+    S3BackupMode: str | None
 
 
 class HttpEndpointConfiguration(TypedDict):
-    Url: Optional[str]
-    AccessKey: Optional[str]
-    Name: Optional[str]
+    Url: str | None
+    AccessKey: str | None
+    Name: str | None
 
 
 class HttpEndpointCommonAttribute(TypedDict):
-    AttributeName: Optional[str]
-    AttributeValue: Optional[str]
+    AttributeName: str | None
+    AttributeValue: str | None
 
 
 class HttpEndpointRequestConfiguration(TypedDict):
-    CommonAttributes: Optional[list[HttpEndpointCommonAttribute]]
-    ContentEncoding: Optional[str]
+    CommonAttributes: list[HttpEndpointCommonAttribute] | None
+    ContentEncoding: str | None
 
 
 class HttpEndpointDestinationConfiguration(TypedDict):
-    EndpointConfiguration: Optional[HttpEndpointConfiguration]
-    S3Configuration: Optional[S3DestinationConfiguration]
-    BufferingHints: Optional[BufferingHints]
-    CloudWatchLoggingOptions: Optional[CloudWatchLoggingOptions]
-    ProcessingConfiguration: Optional[ProcessingConfiguration]
-    RequestConfiguration: Optional[HttpEndpointRequestConfiguration]
-    RetryOptions: Optional[RetryOptions]
-    RoleARN: Optional[str]
-    S3BackupMode: Optional[str]
+    EndpointConfiguration: HttpEndpointConfiguration | None
+    S3Configuration: S3DestinationConfiguration | None
+    BufferingHints: BufferingHints | None
+    CloudWatchLoggingOptions: CloudWatchLoggingOptions | None
+    ProcessingConfiguration: ProcessingConfiguration | None
+    RequestConfiguration: HttpEndpointRequestConfiguration | None
+    RetryOptions: RetryOptions | None
+    RoleARN: str | None
+    S3BackupMode: str | None
 
 
 class Tag(TypedDict):
-    Key: Optional[str]
-    Value: Optional[str]
+    Key: str | None
+    Value: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/kinesisfirehose/resource_providers/aws_kinesisfirehose_deliverystream_plugin.py b/localstack-core/localstack/services/kinesisfirehose/resource_providers/aws_kinesisfirehose_deliverystream_plugin.py
index 772007e6ce18d..b497397f1e8ec 100644
--- a/localstack-core/localstack/services/kinesisfirehose/resource_providers/aws_kinesisfirehose_deliverystream_plugin.py
+++ b/localstack-core/localstack/services/kinesisfirehose/resource_providers/aws_kinesisfirehose_deliverystream_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class KinesisFirehoseDeliveryStreamProviderPlugin(CloudFormationResourceProvider
     name = "AWS::KinesisFirehose::DeliveryStream"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.kinesisfirehose.resource_providers.aws_kinesisfirehose_deliverystream import (
diff --git a/localstack-core/localstack/services/kms/models.py b/localstack-core/localstack/services/kms/models.py
index 31719834c19a9..f28d2995edd7d 100644
--- a/localstack-core/localstack/services/kms/models.py
+++ b/localstack-core/localstack/services/kms/models.py
@@ -10,7 +10,6 @@
 import uuid
 from collections import namedtuple
 from dataclasses import dataclass
-from typing import Dict, Optional, Tuple
 
 from cryptography.exceptions import InvalidSignature, InvalidTag, UnsupportedAlgorithm
 from cryptography.hazmat.backends import default_backend
@@ -91,9 +90,7 @@
 # Moto uses IV_LEN of 12, as it is fine for GCM encryption mode, but we use CBC, so have to set it to 16.
 IV_LEN = 16
 TAG_LEN = 16
-CIPHERTEXT_HEADER_FORMAT = ">{key_id_len}s{iv_len}s{tag_len}s".format(
-    key_id_len=KEY_ID_LEN, iv_len=IV_LEN, tag_len=TAG_LEN
-)
+CIPHERTEXT_HEADER_FORMAT = f">{KEY_ID_LEN}s{IV_LEN}s{TAG_LEN}s"
 HEADER_LEN = KEY_ID_LEN + IV_LEN + TAG_LEN
 Ciphertext = namedtuple("Ciphertext", ("key_id", "iv", "ciphertext", "tag"))
 
@@ -138,7 +135,7 @@ def deserialize_ciphertext_blob(ciphertext_blob: bytes) -> Ciphertext:
     return Ciphertext(key_id=key_id.decode("utf-8"), iv=iv, ciphertext=ciphertext, tag=tag)
 
 
-def _serialize_encryption_context(encryption_context: Optional[EncryptionContextType]) -> bytes:
+def _serialize_encryption_context(encryption_context: EncryptionContextType | None) -> bytes:
     if encryption_context:
         aad = io.BytesIO()
         for key, value in sorted(encryption_context.items(), key=lambda x: x[0]):
@@ -173,8 +170,8 @@ class KmsCryptoKey:
     by AWS and is not used by AWS.
     """
 
-    public_key: Optional[bytes]
-    private_key: Optional[bytes]
+    public_key: bytes | None
+    private_key: bytes | None
     key_material: bytes
     key_spec: str
 
@@ -217,7 +214,7 @@ def raise_validation():
 
         raise UnsupportedOperationException(f"KeySpec {key_spec} is not supported")
 
-    def __init__(self, key_spec: str, key_material: Optional[bytes] = None):
+    def __init__(self, key_spec: str, key_material: bytes | None = None):
         self.private_key = None
         self.public_key = None
         # Technically, key_material, being a symmetric encryption key, is only relevant for
@@ -286,7 +283,7 @@ def key(self) -> RSAPrivateKey | EllipticCurvePrivateKey:
 class KmsKey:
     metadata: KeyMetadata
     crypto_key: KmsCryptoKey
-    tags: Dict[str, str]
+    tags: dict[str, str]
     policy: str
     is_key_rotation_enabled: bool
     rotation_period_in_days: int
@@ -758,7 +755,7 @@ class KmsGrant:
     # keys. But, based on our understanding of AWS documentation for CreateGrant, ListGrants operations etc,
     # AWS has some set of fields for grants like it has for keys. So we are going to call them `metadata` here for
     # consistency.
-    metadata: Dict
+    metadata: dict
     # Tokens are not a part of metadata, as their use is more limited and specific than for the rest of the
     # metadata: https://docs.aws.amazon.com/kms/latest/developerguide/grant-manage.html#using-grant-token
     # Tokens are used to refer to a grant in a short period right after the grant gets created. Normally it might
@@ -803,7 +800,7 @@ def __init__(self, create_grant_request: CreateGrantRequest, account_id: str, re
 class KmsAlias:
     # Like with grants (see comment for KmsGrant), there is no mention of some specific object modeling metadata
     # for KMS aliases. But there is data that is some metadata, so we model it in a way similar to KeyMetadata for keys.
-    metadata: Dict
+    metadata: dict
 
     def __init__(
         self,
@@ -833,25 +830,25 @@ class KeyImportState:
 
 class KmsStore(BaseStore):
     # maps key ids to keys
-    keys: Dict[str, KmsKey] = LocalAttribute(default=dict)
+    keys: dict[str, KmsKey] = LocalAttribute(default=dict)
 
     # According to AWS documentation on grants https://docs.aws.amazon.com/kms/latest/APIReference/API_RetireGrant.html
     # "Cross-account use: Yes. You can retire a grant on a KMS key in a different AWS account."
 
     # maps grant ids to grants
-    grants: Dict[str, KmsGrant] = LocalAttribute(default=dict)
+    grants: dict[str, KmsGrant] = LocalAttribute(default=dict)
 
     # maps from (grant names (used for idempotency), key id) to grant ids
-    grant_names: Dict[Tuple[str, str], str] = LocalAttribute(default=dict)
+    grant_names: dict[tuple[str, str], str] = LocalAttribute(default=dict)
 
     # maps grant tokens to grant ids
-    grant_tokens: Dict[str, str] = LocalAttribute(default=dict)
+    grant_tokens: dict[str, str] = LocalAttribute(default=dict)
 
     # maps key alias names to aliases
-    aliases: Dict[str, KmsAlias] = LocalAttribute(default=dict)
+    aliases: dict[str, KmsAlias] = LocalAttribute(default=dict)
 
     # maps import tokens to import data
-    imports: Dict[str, KeyImportState] = LocalAttribute(default=dict)
+    imports: dict[str, KeyImportState] = LocalAttribute(default=dict)
 
 
 kms_stores = AccountRegionBundle("kms", KmsStore)
diff --git a/localstack-core/localstack/services/kms/provider.py b/localstack-core/localstack/services/kms/provider.py
index 3f3cd7383374d..9f9c8f6d32236 100644
--- a/localstack-core/localstack/services/kms/provider.py
+++ b/localstack-core/localstack/services/kms/provider.py
@@ -3,7 +3,6 @@
 import datetime
 import logging
 import os
-from typing import Dict, Tuple
 
 from cryptography.exceptions import InvalidTag
 from cryptography.hazmat.backends import default_backend
@@ -359,7 +358,7 @@ def _get_kms_alias(account_id: str, region_name: str, alias_name_or_arn: str) ->
         return store.aliases.get(alias_name)
 
     @staticmethod
-    def _parse_key_id(key_id_or_arn: str, context: RequestContext) -> Tuple[str, str, str]:
+    def _parse_key_id(key_id_or_arn: str, context: RequestContext) -> tuple[str, str, str]:
         """
         Return locator attributes (account ID, region_name, key ID) of a given KMS key.
 
@@ -1540,7 +1539,7 @@ def _validate_plaintext_length(self, plaintext: bytes):
                 "Member must have length less than or equal to 4096"
             )
 
-    def _validate_grant_request(self, data: Dict):
+    def _validate_grant_request(self, data: dict):
         if "KeyId" not in data or "GranteePrincipal" not in data or "Operations" not in data:
             raise ValidationError("Grant ID, key ID and grantee principal must be specified")
 
diff --git a/localstack-core/localstack/services/kms/resource_providers/aws_kms_alias.py b/localstack-core/localstack/services/kms/resource_providers/aws_kms_alias.py
index 81ecef65ca520..a039747e815eb 100644
--- a/localstack-core/localstack/services/kms/resource_providers/aws_kms_alias.py
+++ b/localstack-core/localstack/services/kms/resource_providers/aws_kms_alias.py
@@ -2,7 +2,7 @@
 from __future__ import annotations
 
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -14,8 +14,8 @@
 
 
 class KMSAliasProperties(TypedDict):
-    AliasName: Optional[str]
-    TargetKeyId: Optional[str]
+    AliasName: str | None
+    TargetKeyId: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/kms/resource_providers/aws_kms_alias_plugin.py b/localstack-core/localstack/services/kms/resource_providers/aws_kms_alias_plugin.py
index 172d4915576ce..4a5c0177d1fcb 100644
--- a/localstack-core/localstack/services/kms/resource_providers/aws_kms_alias_plugin.py
+++ b/localstack-core/localstack/services/kms/resource_providers/aws_kms_alias_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class KMSAliasProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::KMS::Alias"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.kms.resource_providers.aws_kms_alias import KMSAliasProvider
diff --git a/localstack-core/localstack/services/kms/resource_providers/aws_kms_key.py b/localstack-core/localstack/services/kms/resource_providers/aws_kms_key.py
index 6228292ed2953..cce09f36459a9 100644
--- a/localstack-core/localstack/services/kms/resource_providers/aws_kms_key.py
+++ b/localstack-core/localstack/services/kms/resource_providers/aws_kms_key.py
@@ -3,7 +3,7 @@
 
 import json
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -15,22 +15,22 @@
 
 
 class KMSKeyProperties(TypedDict):
-    KeyPolicy: Optional[dict | str]
-    Arn: Optional[str]
-    Description: Optional[str]
-    EnableKeyRotation: Optional[bool]
-    Enabled: Optional[bool]
-    KeyId: Optional[str]
-    KeySpec: Optional[str]
-    KeyUsage: Optional[str]
-    MultiRegion: Optional[bool]
-    PendingWindowInDays: Optional[int]
-    Tags: Optional[list[Tag]]
+    KeyPolicy: dict | str | None
+    Arn: str | None
+    Description: str | None
+    EnableKeyRotation: bool | None
+    Enabled: bool | None
+    KeyId: str | None
+    KeySpec: str | None
+    KeyUsage: str | None
+    MultiRegion: bool | None
+    PendingWindowInDays: int | None
+    Tags: list[Tag] | None
 
 
 class Tag(TypedDict):
-    Key: Optional[str]
-    Value: Optional[str]
+    Key: str | None
+    Value: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/kms/resource_providers/aws_kms_key_plugin.py b/localstack-core/localstack/services/kms/resource_providers/aws_kms_key_plugin.py
index a03c3c714af8c..13f2a28e7a517 100644
--- a/localstack-core/localstack/services/kms/resource_providers/aws_kms_key_plugin.py
+++ b/localstack-core/localstack/services/kms/resource_providers/aws_kms_key_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class KMSKeyProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::KMS::Key"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.kms.resource_providers.aws_kms_key import KMSKeyProvider
diff --git a/localstack-core/localstack/services/kms/utils.py b/localstack-core/localstack/services/kms/utils.py
index 9a6536b61d11e..550d9a31c23c7 100644
--- a/localstack-core/localstack/services/kms/utils.py
+++ b/localstack-core/localstack/services/kms/utils.py
@@ -1,5 +1,6 @@
 import re
-from typing import Callable, Tuple, TypeVar
+from collections.abc import Callable
+from typing import TypeVar
 
 from localstack.aws.api.kms import DryRunOperationException, Tag, TagException
 from localstack.services.kms.exceptions import ValidationException
@@ -20,7 +21,7 @@ def get_hash_algorithm(signing_algorithm: str) -> str:
     return "_".join(signing_algorithm.rsplit(sep="_", maxsplit=-2)[-2:])
 
 
-def parse_key_arn(key_arn: str) -> Tuple[str, str, str]:
+def parse_key_arn(key_arn: str) -> tuple[str, str, str]:
     """
     Parse a valid KMS key arn into its constituents.
 
diff --git a/localstack-core/localstack/services/lambda_/api_utils.py b/localstack-core/localstack/services/lambda_/api_utils.py
index bc573c5e019f6..661d665fa9b81 100644
--- a/localstack-core/localstack/services/lambda_/api_utils.py
+++ b/localstack-core/localstack/services/lambda_/api_utils.py
@@ -6,7 +6,7 @@
 import random
 import re
 import string
-from typing import TYPE_CHECKING, Any, Optional, Tuple
+from typing import TYPE_CHECKING, Any
 
 from localstack.aws.api import CommonServiceException, RequestContext
 from localstack.aws.api import lambda_ as api_spec
@@ -192,7 +192,7 @@ def map_csc(model: "CodeSigningConfig") -> api_spec.CodeSigningConfig:
     )
 
 
-def get_config_for_url(store: "LambdaStore", url_id: str) -> "Optional[FunctionUrlConfig]":
+def get_config_for_url(store: "LambdaStore", url_id: str) -> "FunctionUrlConfig | None":
     """
     Get a config object when resolving a URL
 
@@ -269,7 +269,7 @@ def function_locators_from_arn(arn: str) -> tuple[str | None, str | None, str |
     return None, None, None, None
 
 
-def get_account_and_region(function_arn_or_name: str, context: RequestContext) -> Tuple[str, str]:
+def get_account_and_region(function_arn_or_name: str, context: RequestContext) -> tuple[str, str]:
     """
     Takes a full ARN, partial ARN or a name. Returns account ID and region from ARN if available, else
     falls back to context account ID and region.
@@ -345,11 +345,11 @@ def build_statement(
     statement_id: str,
     action: str,
     principal: str,
-    source_arn: Optional[str] = None,
-    source_account: Optional[str] = None,
-    principal_org_id: Optional[str] = None,
-    event_source_token: Optional[str] = None,
-    auth_type: Optional[FunctionUrlAuthType] = None,
+    source_arn: str | None = None,
+    source_account: str | None = None,
+    principal_org_id: str | None = None,
+    event_source_token: str | None = None,
+    auth_type: FunctionUrlAuthType | None = None,
 ) -> dict[str, Any]:
     statement = {
         "Sid": statement_id,
@@ -425,7 +425,7 @@ def unqualified_lambda_arn(function_name: str, account: str, region: str):
 
 
 def qualified_lambda_arn(
-    function_name: str, qualifier: Optional[str], account: str, region: str
+    function_name: str, qualifier: str | None, account: str, region: str
 ) -> str:
     """
     Generate a qualified lambda arn
@@ -440,7 +440,7 @@ def qualified_lambda_arn(
     return f"{unqualified_lambda_arn(function_name=function_name, account=account, region=region)}:{qualifier}"
 
 
-def lambda_arn(function_name: str, qualifier: Optional[str], account: str, region: str) -> str:
+def lambda_arn(function_name: str, qualifier: str | None, account: str, region: str) -> str:
     """
     Return the lambda arn for the given parameters, with a qualifier if supplied, without otherwise
 
@@ -637,7 +637,7 @@ def map_alias_out(alias: "VersionAlias", function: "Function") -> AliasConfigura
     )
 
 
-def validate_and_set_batch_size(service: str, batch_size: Optional[int] = None) -> int:
+def validate_and_set_batch_size(service: str, batch_size: int | None = None) -> int:
     min_batch_size = 1
 
     BATCH_SIZE_RANGES = {
@@ -690,7 +690,7 @@ def layer_version_arn(layer_name: str, account: str, region: str, version: str):
     return f"arn:{get_partition(region)}:lambda:{region}:{account}:layer:{layer_name}:{version}"
 
 
-def parse_layer_arn(layer_version_arn: str) -> Tuple[str, str, str, str]:
+def parse_layer_arn(layer_version_arn: str) -> tuple[str, str, str, str]:
     return LAYER_VERSION_ARN_PATTERN.match(layer_version_arn).group(
         "region_name", "account_id", "layer_name", "layer_version"
     )
diff --git a/localstack-core/localstack/services/lambda_/custom_endpoints.py b/localstack-core/localstack/services/lambda_/custom_endpoints.py
index b8267f1e7d06b..b04077ad192b4 100644
--- a/localstack-core/localstack/services/lambda_/custom_endpoints.py
+++ b/localstack-core/localstack/services/lambda_/custom_endpoints.py
@@ -1,5 +1,5 @@
 import urllib.parse
-from typing import List, TypedDict
+from typing import TypedDict
 
 from rolo import Request, route
 
@@ -14,7 +14,7 @@
 
 
 class LambdaRuntimesResponse(TypedDict, total=False):
-    Runtimes: List[Runtime]
+    Runtimes: list[Runtime]
 
 
 class LambdaCustomEndpoints:
diff --git a/localstack-core/localstack/services/lambda_/event_source_mapping/esm_worker_factory.py b/localstack-core/localstack/services/lambda_/event_source_mapping/esm_worker_factory.py
index d5cab8d3300e9..89ae16ea15b16 100644
--- a/localstack-core/localstack/services/lambda_/event_source_mapping/esm_worker_factory.py
+++ b/localstack-core/localstack/services/lambda_/event_source_mapping/esm_worker_factory.py
@@ -1,4 +1,4 @@
-from typing import Callable
+from collections.abc import Callable
 
 import botocore.config
 
diff --git a/localstack-core/localstack/services/lambda_/event_source_mapping/pipe_utils.py b/localstack-core/localstack/services/lambda_/event_source_mapping/pipe_utils.py
index 644e99c264035..1e113ccc0df53 100644
--- a/localstack-core/localstack/services/lambda_/event_source_mapping/pipe_utils.py
+++ b/localstack-core/localstack/services/lambda_/event_source_mapping/pipe_utils.py
@@ -1,5 +1,5 @@
 import json
-from datetime import datetime, timezone
+from datetime import UTC, datetime
 
 import botocore
 from botocore.client import BaseClient
@@ -57,7 +57,7 @@ def get_standardized_service_name(service_name: str) -> str:
 
 
 def get_current_time() -> datetime:
-    return datetime.now(tz=timezone.utc)
+    return datetime.now(tz=UTC)
 
 
 def get_datetime_from_timestamp(timestamp: float) -> datetime:
diff --git a/localstack-core/localstack/services/lambda_/event_source_mapping/pollers/stream_poller.py b/localstack-core/localstack/services/lambda_/event_source_mapping/pollers/stream_poller.py
index 07ef9a7d9cca5..fb1433519caa0 100644
--- a/localstack-core/localstack/services/lambda_/event_source_mapping/pollers/stream_poller.py
+++ b/localstack-core/localstack/services/lambda_/event_source_mapping/pollers/stream_poller.py
@@ -4,8 +4,8 @@
 from abc import abstractmethod
 from bisect import bisect_left
 from collections import defaultdict
+from collections.abc import Iterator
 from datetime import datetime
-from typing import Iterator
 
 from botocore.client import BaseClient
 from botocore.exceptions import ClientError
diff --git a/localstack-core/localstack/services/lambda_/event_source_mapping/senders/sender_utils.py b/localstack-core/localstack/services/lambda_/event_source_mapping/senders/sender_utils.py
index ab1180adbdd1d..7ad836d222496 100644
--- a/localstack-core/localstack/services/lambda_/event_source_mapping/senders/sender_utils.py
+++ b/localstack-core/localstack/services/lambda_/event_source_mapping/senders/sender_utils.py
@@ -1,6 +1,7 @@
 import sys
+from collections.abc import Iterable, Iterator
 from itertools import islice
-from typing import Any, Iterable, Iterator
+from typing import Any
 
 
 def batched(iterable, n):
diff --git a/localstack-core/localstack/services/lambda_/invocation/assignment.py b/localstack-core/localstack/services/lambda_/invocation/assignment.py
index 216aaeb1a143c..d72505c6447ba 100644
--- a/localstack-core/localstack/services/lambda_/invocation/assignment.py
+++ b/localstack-core/localstack/services/lambda_/invocation/assignment.py
@@ -2,7 +2,6 @@
 import logging
 from collections import defaultdict
 from concurrent.futures import Future, ThreadPoolExecutor
-from typing import ContextManager
 
 from localstack.services.lambda_.invocation.execution_environment import (
     EnvironmentStartupTimeoutException,
@@ -44,7 +43,7 @@ def get_environment(
         version_manager_id: str,
         function_version: FunctionVersion,
         provisioning_type: InitializationType,
-    ) -> ContextManager[ExecutionEnvironment]:
+    ) -> contextlib.AbstractContextManager[ExecutionEnvironment]:
         applicable_envs = (
             env
             for env in self.environments[version_manager_id].values()
diff --git a/localstack-core/localstack/services/lambda_/invocation/docker_runtime_executor.py b/localstack-core/localstack/services/lambda_/invocation/docker_runtime_executor.py
index 9fab3849ee098..a3f718093b5c0 100644
--- a/localstack-core/localstack/services/lambda_/invocation/docker_runtime_executor.py
+++ b/localstack-core/localstack/services/lambda_/invocation/docker_runtime_executor.py
@@ -5,8 +5,9 @@
 import tempfile
 import threading
 from collections import defaultdict
+from collections.abc import Callable
 from pathlib import Path
-from typing import Callable, Dict, Literal, Optional
+from typing import Literal
 
 from localstack import config
 from localstack.aws.api.lambda_ import Architecture, PackageType, Runtime
@@ -274,8 +275,8 @@ class LambdaContainerConfiguration(ContainerConfiguration):
 
 
 class DockerRuntimeExecutor(RuntimeExecutor):
-    ip: Optional[str]
-    executor_endpoint: Optional[ExecutorEndpoint]
+    ip: str | None
+    executor_endpoint: ExecutorEndpoint | None
     container_name: str
 
     def __init__(self, id: str, function_version: FunctionVersion) -> None:
@@ -455,7 +456,7 @@ def get_endpoint_from_executor(self) -> str:
     def _get_networks_for_executor(self) -> list[str]:
         return get_all_container_networks_for_lambda()
 
-    def invoke(self, payload: Dict[str, str]):
+    def invoke(self, payload: dict[str, str]):
         LOG.debug(
             "Sending invoke-payload '%s' to executor '%s'",
             truncate(json.dumps(payload), config.LAMBDA_TRUNCATE_STDOUT),
diff --git a/localstack-core/localstack/services/lambda_/invocation/execution_environment.py b/localstack-core/localstack/services/lambda_/invocation/execution_environment.py
index ee5db4b0f5e93..3db4d308e234e 100644
--- a/localstack-core/localstack/services/lambda_/invocation/execution_environment.py
+++ b/localstack-core/localstack/services/lambda_/invocation/execution_environment.py
@@ -2,10 +2,10 @@
 import random
 import string
 import time
+from collections.abc import Callable
 from datetime import date, datetime
 from enum import Enum, auto
 from threading import RLock, Timer
-from typing import Callable, Dict, Optional
 
 from localstack import config
 from localstack.aws.connect import connect_to
@@ -61,8 +61,8 @@ class ExecutionEnvironment:
     status: RuntimeStatus
     initialization_type: InitializationType
     last_returned: datetime
-    startup_timer: Optional[Timer]
-    keepalive_timer: Optional[Timer]
+    startup_timer: Timer | None
+    keepalive_timer: Timer | None
     on_timeout: Callable[[str, str], None]
 
     def __init__(
@@ -91,7 +91,7 @@ def get_log_group_name(self) -> str:
     def get_log_stream_name(self) -> str:
         return f"{date.today():%Y/%m/%d}/[{self.function_version.id.qualifier}]{self.id}"
 
-    def get_environment_variables(self) -> Dict[str, str]:
+    def get_environment_variables(self) -> dict[str, str]:
         """
         Returns the environment variable set for the runtime container
         :return: Dict of environment variables
diff --git a/localstack-core/localstack/services/lambda_/invocation/executor_endpoint.py b/localstack-core/localstack/services/lambda_/invocation/executor_endpoint.py
index ded7d319e506d..08a6a7ce9d86d 100644
--- a/localstack-core/localstack/services/lambda_/invocation/executor_endpoint.py
+++ b/localstack-core/localstack/services/lambda_/invocation/executor_endpoint.py
@@ -3,7 +3,7 @@
 import time
 from concurrent.futures import CancelledError, Future
 from http import HTTPStatus
-from typing import Any, Dict, Optional
+from typing import Any
 
 import requests
 from werkzeug import Request
@@ -118,8 +118,8 @@ class ExecutorEndpoint(Endpoint):
     def __init__(
         self,
         executor_id: str,
-        container_address: Optional[str] = None,
-        container_port: Optional[int] = INVOCATION_PORT,
+        container_address: str | None = None,
+        container_port: int | None = INVOCATION_PORT,
     ) -> None:
         self.container_address = container_address
         self.container_port = container_port
@@ -140,7 +140,7 @@ def invocation_error(self, request: Request, req_id: str) -> Response:
 
     def invocation_logs(self, request: Request, invoke_id: str) -> Response:
         logs = request.json
-        if isinstance(logs, Dict):
+        if isinstance(logs, dict):
             self.logs = logs["logs"]
         else:
             LOG.error("Invalid logs from init! Logs: %s", logs)
@@ -183,7 +183,7 @@ def shutdown(self) -> None:
         if self.invocation_future:
             self.invocation_future.cancel()
 
-    def invoke(self, payload: Dict[str, str]) -> InvocationResult:
+    def invoke(self, payload: dict[str, str]) -> InvocationResult:
         self.invocation_future = Future()
         self.logs = None
         if not self.container_address:
diff --git a/localstack-core/localstack/services/lambda_/invocation/internal_sqs_queue.py b/localstack-core/localstack/services/lambda_/invocation/internal_sqs_queue.py
index 41da58b681701..45fddadf3155d 100644
--- a/localstack-core/localstack/services/lambda_/invocation/internal_sqs_queue.py
+++ b/localstack-core/localstack/services/lambda_/invocation/internal_sqs_queue.py
@@ -1,6 +1,6 @@
 import logging
 import threading
-from typing import Iterable
+from collections.abc import Iterable
 
 from localstack import config
 from localstack.aws.api.sqs import (
diff --git a/localstack-core/localstack/services/lambda_/invocation/lambda_models.py b/localstack-core/localstack/services/lambda_/invocation/lambda_models.py
index 3d7171ca8ca16..44065eb6f798d 100644
--- a/localstack-core/localstack/services/lambda_/invocation/lambda_models.py
+++ b/localstack-core/localstack/services/lambda_/invocation/lambda_models.py
@@ -12,7 +12,7 @@
 from abc import ABCMeta, abstractmethod
 from datetime import datetime
 from pathlib import Path
-from typing import IO, Dict, Literal, Optional, TypedDict
+from typing import IO, Literal, TypedDict
 
 from botocore.exceptions import ClientError
 
@@ -52,8 +52,8 @@
 @dataclasses.dataclass(frozen=True)
 class VersionState:
     state: State
-    code: Optional[StateReasonCode] = None
-    reason: Optional[str] = None
+    code: StateReasonCode | None = None
+    reason: str | None = None
 
 
 @dataclasses.dataclass
@@ -66,7 +66,7 @@ class Invocation:
     # = invocation_id
     request_id: str
     trace_context: dict
-    user_agent: Optional[str] = None
+    user_agent: str | None = None
 
 
 InitializationType = Literal["on-demand", "provisioned-concurrency"]
@@ -352,11 +352,11 @@ class FunctionUrlConfig:
     url: str  # full URL (e.g. "https://pfn5bdb2dl5mzkbn6eb2oi3xfe0nthdn.lambda-url.eu-west-3.on.aws/")
     auth_type: FunctionUrlAuthType
     creation_time: str  # time
-    last_modified_time: Optional[str] = (
+    last_modified_time: str | None = (
         None  # TODO: check if this is the creation time when initially creating
     )
-    function_qualifier: Optional[str] = "$LATEST"  # only $LATEST or alias name
-    invoke_mode: Optional[InvokeMode] = None
+    function_qualifier: str | None = "$LATEST"  # only $LATEST or alias name
+    invoke_mode: InvokeMode | None = None
 
 
 @dataclasses.dataclass
@@ -374,12 +374,12 @@ class ProvisionedConcurrencyState:
     status: ProvisionedConcurrencyStatusEnum = dataclasses.field(
         default=ProvisionedConcurrencyStatusEnum.IN_PROGRESS
     )
-    status_reason: Optional[str] = None
+    status_reason: str | None = None
 
 
 @dataclasses.dataclass
 class AliasRoutingConfig:
-    version_weights: Dict[str, float]
+    version_weights: dict[str, float]
 
 
 @dataclasses.dataclass(frozen=True)
@@ -431,10 +431,10 @@ class EventInvokeConfig:
     function_name: str
     qualifier: str
 
-    last_modified: Optional[str] = dataclasses.field(compare=False)
-    destination_config: Optional[DestinationConfig] = None
-    maximum_retry_attempts: Optional[int] = None
-    maximum_event_age_in_seconds: Optional[int] = None
+    last_modified: str | None = dataclasses.field(compare=False)
+    destination_config: DestinationConfig | None = None
+    maximum_retry_attempts: int | None = None
+    maximum_event_age_in_seconds: int | None = None
 
 
 # Result Models
@@ -484,7 +484,7 @@ class CodeSigningConfig:
     allowed_publishers: AllowedPublishers
     policies: CodeSigningPolicies
     last_modified: str
-    description: Optional[str] = None
+    description: str | None = None
 
 
 @dataclasses.dataclass
@@ -492,7 +492,7 @@ class LayerPolicyStatement:
     sid: str
     action: str
     principal: str
-    organization_id: Optional[str]
+    organization_id: str | None
 
 
 @dataclasses.dataclass
@@ -551,18 +551,18 @@ class VersionFunctionConfiguration:
     last_modified: str  # ISO string
     state: VersionState
 
-    image: Optional[ImageCode] = None
-    image_config: Optional[ImageConfig] = None
-    runtime_version_config: Optional[RuntimeVersionConfig] = None
-    last_update: Optional[UpdateStatus] = None
+    image: ImageCode | None = None
+    image_config: ImageConfig | None = None
+    runtime_version_config: RuntimeVersionConfig | None = None
+    last_update: UpdateStatus | None = None
     revision_id: str = dataclasses.field(init=False, default_factory=long_uid)
     layers: list[LayerVersion] = dataclasses.field(default_factory=list)
 
-    dead_letter_arn: Optional[str] = None
+    dead_letter_arn: str | None = None
 
     # kms_key_arn: str
     # file_system_configs: FileSystemConfig
-    vpc_config: Optional[VpcConfig] = None
+    vpc_config: VpcConfig | None = None
 
     logging_config: LoggingConfig = dataclasses.field(default_factory=dict)
 
@@ -580,7 +580,7 @@ def qualified_arn(self) -> str:
 @dataclasses.dataclass
 class Function:
     function_name: str
-    code_signing_config_arn: Optional[str] = None
+    code_signing_config_arn: str | None = None
     aliases: dict[str, VersionAlias] = dataclasses.field(default_factory=dict)
     versions: dict[str, FunctionVersion] = dataclasses.field(default_factory=dict)
     function_url_configs: dict[str, FunctionUrlConfig] = dataclasses.field(
@@ -592,7 +592,7 @@ class Function:
     event_invoke_configs: dict[str, EventInvokeConfig] = dataclasses.field(
         default_factory=dict
     )  # key is $LATEST(?), version or alias
-    reserved_concurrent_executions: Optional[int] = None
+    reserved_concurrent_executions: int | None = None
     recursive_loop: RecursiveLoop = RecursiveLoop.Terminate
     provisioned_concurrency_configs: dict[str, ProvisionedConcurrencyConfiguration] = (
         dataclasses.field(default_factory=dict)
diff --git a/localstack-core/localstack/services/lambda_/invocation/lambda_service.py b/localstack-core/localstack/services/lambda_/invocation/lambda_service.py
index 051ab1b09b73a..c23d785744afd 100644
--- a/localstack-core/localstack/services/lambda_/invocation/lambda_service.py
+++ b/localstack-core/localstack/services/lambda_/invocation/lambda_service.py
@@ -11,7 +11,7 @@
 from hashlib import sha256
 from pathlib import PurePosixPath, PureWindowsPath
 from threading import RLock
-from typing import TYPE_CHECKING, Optional
+from typing import TYPE_CHECKING
 
 from localstack import config
 from localstack.aws.api.lambda_ import (
@@ -233,7 +233,7 @@ def invoke(
         request_id: str,
         payload: bytes | None,
         trace_context: dict | None = None,
-        user_agent: Optional[str] = None,
+        user_agent: str | None = None,
     ) -> InvocationResult | None:
         """
         Invokes a specific version of a lambda
@@ -627,7 +627,7 @@ def create_hot_reloading_code(path: str) -> HotReloadingCode:
 def store_s3_bucket_archive(
     archive_bucket: str,
     archive_key: str,
-    archive_version: Optional[str],
+    archive_version: str | None,
     function_name: str,
     region_name: str,
     account_id: str,
@@ -646,7 +646,7 @@ def store_s3_bucket_archive(
     if archive_bucket == config.BUCKET_MARKER_LOCAL:
         hotreload_counter.labels(operation="create").increment()
         return create_hot_reloading_code(path=archive_key)
-    s3_client: "S3Client" = connect_to().s3
+    s3_client: S3Client = connect_to().s3
     kwargs = {"VersionId": archive_version} if archive_version else {}
     try:
         archive_file = s3_client.get_object(Bucket=archive_bucket, Key=archive_key, **kwargs)[
diff --git a/localstack-core/localstack/services/lambda_/invocation/logs.py b/localstack-core/localstack/services/lambda_/invocation/logs.py
index 2ff2ab35d951b..32f7d579448d8 100644
--- a/localstack-core/localstack/services/lambda_/invocation/logs.py
+++ b/localstack-core/localstack/services/lambda_/invocation/logs.py
@@ -3,7 +3,6 @@
 import threading
 import time
 from queue import Queue
-from typing import Optional, Union
 
 from localstack.aws.connect import connect_to
 from localstack.utils.aws.client_types import ServicePrincipal
@@ -28,9 +27,9 @@ class LogItem:
 
 
 class LogHandler:
-    log_queue: "Queue[Union[LogItem, ShutdownPill]]"
+    log_queue: "Queue[LogItem | ShutdownPill]"
     role_arn: str
-    _thread: Optional[FuncThread]
+    _thread: FuncThread | None
     _shutdown_event: threading.Event
 
     def __init__(self, role_arn: str, region: str) -> None:
diff --git a/localstack-core/localstack/services/lambda_/invocation/runtime_executor.py b/localstack-core/localstack/services/lambda_/invocation/runtime_executor.py
index 93ed5cc600532..59b37499f76c1 100644
--- a/localstack-core/localstack/services/lambda_/invocation/runtime_executor.py
+++ b/localstack-core/localstack/services/lambda_/invocation/runtime_executor.py
@@ -2,7 +2,7 @@
 import logging
 from abc import ABC, abstractmethod
 from pathlib import Path
-from typing import Type, TypedDict
+from typing import TypedDict
 
 from plux import PluginManager
 
@@ -133,12 +133,12 @@ class ChmodPath(TypedDict):
     mode: str
 
 
-EXECUTOR_PLUGIN_MANAGER: PluginManager[Type[RuntimeExecutor]] = PluginManager(
+EXECUTOR_PLUGIN_MANAGER: PluginManager[type[RuntimeExecutor]] = PluginManager(
     RuntimeExecutorPlugin.namespace
 )
 
 
-def get_runtime_executor() -> Type[RuntimeExecutor]:
+def get_runtime_executor() -> type[RuntimeExecutor]:
     plugin_name = config.LAMBDA_RUNTIME_EXECUTOR or "docker"
     if not EXECUTOR_PLUGIN_MANAGER.exists(plugin_name):
         LOG.warning(
diff --git a/localstack-core/localstack/services/lambda_/ldm.py b/localstack-core/localstack/services/lambda_/ldm.py
index 406fea1788d30..a5b10e48de9db 100644
--- a/localstack-core/localstack/services/lambda_/ldm.py
+++ b/localstack-core/localstack/services/lambda_/ldm.py
@@ -1,5 +1,4 @@
 import abc
-from typing import Optional
 
 from localstack.aws.api.lambda_ import Arn
 from localstack.services.lambda_.invocation.execution_environment import ExecutionEnvironment
@@ -11,5 +10,5 @@
 class LDMProvisioner(abc.ABC):
     @abc.abstractmethod
     def get_execution_environment(
-        self, qualified_lambda_arn: Arn, user_agent: Optional[str]
-    ) -> Optional[ExecutionEnvironment]: ...
+        self, qualified_lambda_arn: Arn, user_agent: str | None
+    ) -> ExecutionEnvironment | None: ...
diff --git a/localstack-core/localstack/services/lambda_/packages.py b/localstack-core/localstack/services/lambda_/packages.py
index 0600b4310ae30..a41e7e03bbcd5 100644
--- a/localstack-core/localstack/services/lambda_/packages.py
+++ b/localstack-core/localstack/services/lambda_/packages.py
@@ -4,7 +4,6 @@
 import stat
 from functools import cache
 from pathlib import Path
-from typing import List
 
 from localstack import config
 from localstack.packages import DownloadInstaller, InstallTarget, Package, PackageInstaller
@@ -35,7 +34,7 @@ class LambdaRuntimePackage(Package):
     def __init__(self, default_version: str = LAMBDA_RUNTIME_VERSION):
         super().__init__(name="Lambda", default_version=default_version)
 
-    def get_versions(self) -> List[str]:
+    def get_versions(self) -> list[str]:
         return [LAMBDA_RUNTIME_VERSION]
 
     def _get_installer(self, version: str) -> PackageInstaller:
@@ -75,7 +74,7 @@ class LambdaJavaPackage(Package):
     def __init__(self):
         super().__init__("LambdaJavaLibs", "0.2.22")
 
-    def get_versions(self) -> List[str]:
+    def get_versions(self) -> list[str]:
         return ["0.2.22", "0.2.21"]
 
     def _get_installer(self, version: str) -> PackageInstaller:
diff --git a/localstack-core/localstack/services/lambda_/provider.py b/localstack-core/localstack/services/lambda_/provider.py
index 8685ac5242ad0..ef5c72d013db6 100644
--- a/localstack-core/localstack/services/lambda_/provider.py
+++ b/localstack-core/localstack/services/lambda_/provider.py
@@ -7,7 +7,7 @@
 import re
 import threading
 import time
-from typing import IO, Any, Optional, Tuple
+from typing import IO, Any
 
 from botocore.exceptions import ClientError
 
@@ -477,7 +477,7 @@ def _build_vpc_config(
         self,
         account_id: str,
         region_name: str,
-        vpc_config: Optional[dict] = None,
+        vpc_config: dict | None = None,
     ) -> VpcConfig | None:
         if not vpc_config or not is_api_enabled("ec2"):
             return None
@@ -3589,7 +3589,7 @@ def update_function_event_invoke_config(
     @staticmethod
     def _resolve_layer(
         layer_name_or_arn: str, context: RequestContext
-    ) -> Tuple[str, str, str, Optional[str]]:
+    ) -> tuple[str, str, str, str | None]:
         """
         Return locator attributes for a given Lambda layer.
 
diff --git a/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_codesigningconfig.py b/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_codesigningconfig.py
index 8a23156e4ab13..c6044d26b564d 100644
--- a/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_codesigningconfig.py
+++ b/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_codesigningconfig.py
@@ -2,7 +2,7 @@
 from __future__ import annotations
 
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -14,19 +14,19 @@
 
 
 class LambdaCodeSigningConfigProperties(TypedDict):
-    AllowedPublishers: Optional[AllowedPublishers]
-    CodeSigningConfigArn: Optional[str]
-    CodeSigningConfigId: Optional[str]
-    CodeSigningPolicies: Optional[CodeSigningPolicies]
-    Description: Optional[str]
+    AllowedPublishers: AllowedPublishers | None
+    CodeSigningConfigArn: str | None
+    CodeSigningConfigId: str | None
+    CodeSigningPolicies: CodeSigningPolicies | None
+    Description: str | None
 
 
 class AllowedPublishers(TypedDict):
-    SigningProfileVersionArns: Optional[list[str]]
+    SigningProfileVersionArns: list[str] | None
 
 
 class CodeSigningPolicies(TypedDict):
-    UntrustedArtifactOnDeployment: Optional[str]
+    UntrustedArtifactOnDeployment: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_codesigningconfig_plugin.py b/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_codesigningconfig_plugin.py
index b165c1253e910..7b9b830fbb5a1 100644
--- a/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_codesigningconfig_plugin.py
+++ b/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_codesigningconfig_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class LambdaCodeSigningConfigProviderPlugin(CloudFormationResourceProviderPlugin
     name = "AWS::Lambda::CodeSigningConfig"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.lambda_.resource_providers.aws_lambda_codesigningconfig import (
diff --git a/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_eventinvokeconfig.py b/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_eventinvokeconfig.py
index 60dec55595e95..a084602b9b271 100644
--- a/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_eventinvokeconfig.py
+++ b/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_eventinvokeconfig.py
@@ -3,7 +3,7 @@
 
 import uuid
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -15,25 +15,25 @@
 
 
 class LambdaEventInvokeConfigProperties(TypedDict):
-    FunctionName: Optional[str]
-    Qualifier: Optional[str]
-    DestinationConfig: Optional[DestinationConfig]
-    Id: Optional[str]
-    MaximumEventAgeInSeconds: Optional[int]
-    MaximumRetryAttempts: Optional[int]
+    FunctionName: str | None
+    Qualifier: str | None
+    DestinationConfig: DestinationConfig | None
+    Id: str | None
+    MaximumEventAgeInSeconds: int | None
+    MaximumRetryAttempts: int | None
 
 
 class OnSuccess(TypedDict):
-    Destination: Optional[str]
+    Destination: str | None
 
 
 class OnFailure(TypedDict):
-    Destination: Optional[str]
+    Destination: str | None
 
 
 class DestinationConfig(TypedDict):
-    OnFailure: Optional[OnFailure]
-    OnSuccess: Optional[OnSuccess]
+    OnFailure: OnFailure | None
+    OnSuccess: OnSuccess | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_eventinvokeconfig_plugin.py b/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_eventinvokeconfig_plugin.py
index 6ebda8450ef65..f921fa0283145 100644
--- a/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_eventinvokeconfig_plugin.py
+++ b/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_eventinvokeconfig_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class LambdaEventInvokeConfigProviderPlugin(CloudFormationResourceProviderPlugin
     name = "AWS::Lambda::EventInvokeConfig"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.lambda_.resource_providers.aws_lambda_eventinvokeconfig import (
diff --git a/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_eventsourcemapping.py b/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_eventsourcemapping.py
index 1f82478526dd8..ea576c25edb17 100644
--- a/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_eventsourcemapping.py
+++ b/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_eventsourcemapping.py
@@ -3,7 +3,7 @@
 
 import copy
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -15,77 +15,77 @@
 
 
 class LambdaEventSourceMappingProperties(TypedDict):
-    FunctionName: Optional[str]
-    AmazonManagedKafkaEventSourceConfig: Optional[AmazonManagedKafkaEventSourceConfig]
-    BatchSize: Optional[int]
-    BisectBatchOnFunctionError: Optional[bool]
-    DestinationConfig: Optional[DestinationConfig]
-    DocumentDBEventSourceConfig: Optional[DocumentDBEventSourceConfig]
-    Enabled: Optional[bool]
-    EventSourceArn: Optional[str]
-    FilterCriteria: Optional[FilterCriteria]
-    FunctionResponseTypes: Optional[list[str]]
-    Id: Optional[str]
-    MaximumBatchingWindowInSeconds: Optional[int]
-    MaximumRecordAgeInSeconds: Optional[int]
-    MaximumRetryAttempts: Optional[int]
-    ParallelizationFactor: Optional[int]
-    Queues: Optional[list[str]]
-    ScalingConfig: Optional[ScalingConfig]
-    SelfManagedEventSource: Optional[SelfManagedEventSource]
-    SelfManagedKafkaEventSourceConfig: Optional[SelfManagedKafkaEventSourceConfig]
-    SourceAccessConfigurations: Optional[list[SourceAccessConfiguration]]
-    StartingPosition: Optional[str]
-    StartingPositionTimestamp: Optional[float]
-    Topics: Optional[list[str]]
-    TumblingWindowInSeconds: Optional[int]
+    FunctionName: str | None
+    AmazonManagedKafkaEventSourceConfig: AmazonManagedKafkaEventSourceConfig | None
+    BatchSize: int | None
+    BisectBatchOnFunctionError: bool | None
+    DestinationConfig: DestinationConfig | None
+    DocumentDBEventSourceConfig: DocumentDBEventSourceConfig | None
+    Enabled: bool | None
+    EventSourceArn: str | None
+    FilterCriteria: FilterCriteria | None
+    FunctionResponseTypes: list[str] | None
+    Id: str | None
+    MaximumBatchingWindowInSeconds: int | None
+    MaximumRecordAgeInSeconds: int | None
+    MaximumRetryAttempts: int | None
+    ParallelizationFactor: int | None
+    Queues: list[str] | None
+    ScalingConfig: ScalingConfig | None
+    SelfManagedEventSource: SelfManagedEventSource | None
+    SelfManagedKafkaEventSourceConfig: SelfManagedKafkaEventSourceConfig | None
+    SourceAccessConfigurations: list[SourceAccessConfiguration] | None
+    StartingPosition: str | None
+    StartingPositionTimestamp: float | None
+    Topics: list[str] | None
+    TumblingWindowInSeconds: int | None
 
 
 class OnFailure(TypedDict):
-    Destination: Optional[str]
+    Destination: str | None
 
 
 class DestinationConfig(TypedDict):
-    OnFailure: Optional[OnFailure]
+    OnFailure: OnFailure | None
 
 
 class Filter(TypedDict):
-    Pattern: Optional[str]
+    Pattern: str | None
 
 
 class FilterCriteria(TypedDict):
-    Filters: Optional[list[Filter]]
+    Filters: list[Filter] | None
 
 
 class SourceAccessConfiguration(TypedDict):
-    Type: Optional[str]
-    URI: Optional[str]
+    Type: str | None
+    URI: str | None
 
 
 class Endpoints(TypedDict):
-    KafkaBootstrapServers: Optional[list[str]]
+    KafkaBootstrapServers: list[str] | None
 
 
 class SelfManagedEventSource(TypedDict):
-    Endpoints: Optional[Endpoints]
+    Endpoints: Endpoints | None
 
 
 class AmazonManagedKafkaEventSourceConfig(TypedDict):
-    ConsumerGroupId: Optional[str]
+    ConsumerGroupId: str | None
 
 
 class SelfManagedKafkaEventSourceConfig(TypedDict):
-    ConsumerGroupId: Optional[str]
+    ConsumerGroupId: str | None
 
 
 class ScalingConfig(TypedDict):
-    MaximumConcurrency: Optional[int]
+    MaximumConcurrency: int | None
 
 
 class DocumentDBEventSourceConfig(TypedDict):
-    CollectionName: Optional[str]
-    DatabaseName: Optional[str]
-    FullDocument: Optional[str]
+    CollectionName: str | None
+    DatabaseName: str | None
+    FullDocument: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_eventsourcemapping_plugin.py b/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_eventsourcemapping_plugin.py
index f4dd5b69a5423..db2e1b238f364 100644
--- a/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_eventsourcemapping_plugin.py
+++ b/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_eventsourcemapping_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class LambdaEventSourceMappingProviderPlugin(CloudFormationResourceProviderPlugi
     name = "AWS::Lambda::EventSourceMapping"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.lambda_.resource_providers.aws_lambda_eventsourcemapping import (
diff --git a/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_function.py b/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_function.py
index bbcc61e335934..21342d9d55a76 100644
--- a/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_function.py
+++ b/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_function.py
@@ -3,7 +3,7 @@
 
 import os
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -20,98 +20,98 @@
 
 
 class LambdaFunctionProperties(TypedDict):
-    Code: Optional[Code]
-    Role: Optional[str]
-    Architectures: Optional[list[str]]
-    Arn: Optional[str]
-    CodeSigningConfigArn: Optional[str]
-    DeadLetterConfig: Optional[DeadLetterConfig]
-    Description: Optional[str]
-    Environment: Optional[Environment]
-    EphemeralStorage: Optional[EphemeralStorage]
-    FileSystemConfigs: Optional[list[FileSystemConfig]]
-    FunctionName: Optional[str]
-    Handler: Optional[str]
-    ImageConfig: Optional[ImageConfig]
-    KmsKeyArn: Optional[str]
-    Layers: Optional[list[str]]
-    MemorySize: Optional[int]
-    PackageType: Optional[str]
-    ReservedConcurrentExecutions: Optional[int]
-    Runtime: Optional[str]
-    RuntimeManagementConfig: Optional[RuntimeManagementConfig]
-    SnapStart: Optional[SnapStart]
-    SnapStartResponse: Optional[SnapStartResponse]
-    Tags: Optional[list[Tag]]
-    Timeout: Optional[int]
-    TracingConfig: Optional[TracingConfig]
-    VpcConfig: Optional[VpcConfig]
+    Code: Code | None
+    Role: str | None
+    Architectures: list[str] | None
+    Arn: str | None
+    CodeSigningConfigArn: str | None
+    DeadLetterConfig: DeadLetterConfig | None
+    Description: str | None
+    Environment: Environment | None
+    EphemeralStorage: EphemeralStorage | None
+    FileSystemConfigs: list[FileSystemConfig] | None
+    FunctionName: str | None
+    Handler: str | None
+    ImageConfig: ImageConfig | None
+    KmsKeyArn: str | None
+    Layers: list[str] | None
+    MemorySize: int | None
+    PackageType: str | None
+    ReservedConcurrentExecutions: int | None
+    Runtime: str | None
+    RuntimeManagementConfig: RuntimeManagementConfig | None
+    SnapStart: SnapStart | None
+    SnapStartResponse: SnapStartResponse | None
+    Tags: list[Tag] | None
+    Timeout: int | None
+    TracingConfig: TracingConfig | None
+    VpcConfig: VpcConfig | None
 
 
 class TracingConfig(TypedDict):
-    Mode: Optional[str]
+    Mode: str | None
 
 
 class VpcConfig(TypedDict):
-    SecurityGroupIds: Optional[list[str]]
-    SubnetIds: Optional[list[str]]
+    SecurityGroupIds: list[str] | None
+    SubnetIds: list[str] | None
 
 
 class RuntimeManagementConfig(TypedDict):
-    UpdateRuntimeOn: Optional[str]
-    RuntimeVersionArn: Optional[str]
+    UpdateRuntimeOn: str | None
+    RuntimeVersionArn: str | None
 
 
 class SnapStart(TypedDict):
-    ApplyOn: Optional[str]
+    ApplyOn: str | None
 
 
 class FileSystemConfig(TypedDict):
-    Arn: Optional[str]
-    LocalMountPath: Optional[str]
+    Arn: str | None
+    LocalMountPath: str | None
 
 
 class Tag(TypedDict):
-    Key: Optional[str]
-    Value: Optional[str]
+    Key: str | None
+    Value: str | None
 
 
 class ImageConfig(TypedDict):
-    Command: Optional[list[str]]
-    EntryPoint: Optional[list[str]]
-    WorkingDirectory: Optional[str]
+    Command: list[str] | None
+    EntryPoint: list[str] | None
+    WorkingDirectory: str | None
 
 
 class DeadLetterConfig(TypedDict):
-    TargetArn: Optional[str]
+    TargetArn: str | None
 
 
 class SnapStartResponse(TypedDict):
-    ApplyOn: Optional[str]
-    OptimizationStatus: Optional[str]
+    ApplyOn: str | None
+    OptimizationStatus: str | None
 
 
 class Code(TypedDict):
-    ImageUri: Optional[str]
-    S3Bucket: Optional[str]
-    S3Key: Optional[str]
-    S3ObjectVersion: Optional[str]
-    ZipFile: Optional[str]
+    ImageUri: str | None
+    S3Bucket: str | None
+    S3Key: str | None
+    S3ObjectVersion: str | None
+    ZipFile: str | None
 
 
 class LoggingConfig(TypedDict):
-    ApplicationLogLevel: Optional[str]
-    LogFormat: Optional[str]
-    LogGroup: Optional[str]
-    SystemLogLevel: Optional[str]
+    ApplicationLogLevel: str | None
+    LogFormat: str | None
+    LogGroup: str | None
+    SystemLogLevel: str | None
 
 
 class Environment(TypedDict):
-    Variables: Optional[dict]
+    Variables: dict | None
 
 
 class EphemeralStorage(TypedDict):
-    Size: Optional[int]
+    Size: int | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_function_plugin.py b/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_function_plugin.py
index 2f07aaca0e74b..074a1fd9ff312 100644
--- a/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_function_plugin.py
+++ b/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_function_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class LambdaFunctionProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::Lambda::Function"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.lambda_.resource_providers.aws_lambda_function import (
diff --git a/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_layerversion.py b/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_layerversion.py
index 3e8e2ecb4811c..196fb12377549 100644
--- a/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_layerversion.py
+++ b/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_layerversion.py
@@ -3,7 +3,7 @@
 
 import logging
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -20,19 +20,19 @@
 
 
 class LambdaLayerVersionProperties(TypedDict):
-    Content: Optional[Content]
-    CompatibleArchitectures: Optional[list[str]]
-    CompatibleRuntimes: Optional[list[str]]
-    Description: Optional[str]
-    LayerName: Optional[str]
-    LayerVersionArn: Optional[str]
-    LicenseInfo: Optional[str]
+    Content: Content | None
+    CompatibleArchitectures: list[str] | None
+    CompatibleRuntimes: list[str] | None
+    Description: str | None
+    LayerName: str | None
+    LayerVersionArn: str | None
+    LicenseInfo: str | None
 
 
 class Content(TypedDict):
-    S3Bucket: Optional[str]
-    S3Key: Optional[str]
-    S3ObjectVersion: Optional[str]
+    S3Bucket: str | None
+    S3Key: str | None
+    S3ObjectVersion: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_layerversion_plugin.py b/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_layerversion_plugin.py
index 7ebe11a9c7647..09d316c7c5e7d 100644
--- a/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_layerversion_plugin.py
+++ b/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_layerversion_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class LambdaLayerVersionProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::Lambda::LayerVersion"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.lambda_.resource_providers.aws_lambda_layerversion import (
diff --git a/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_layerversionpermission.py b/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_layerversionpermission.py
index e6622141a165c..0a73c414462f9 100644
--- a/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_layerversionpermission.py
+++ b/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_layerversionpermission.py
@@ -2,7 +2,7 @@
 from __future__ import annotations
 
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -14,11 +14,11 @@
 
 
 class LambdaLayerVersionPermissionProperties(TypedDict):
-    Action: Optional[str]
-    LayerVersionArn: Optional[str]
-    Principal: Optional[str]
-    Id: Optional[str]
-    OrganizationId: Optional[str]
+    Action: str | None
+    LayerVersionArn: str | None
+    Principal: str | None
+    Id: str | None
+    OrganizationId: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_layerversionpermission_plugin.py b/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_layerversionpermission_plugin.py
index 339765439b293..016dacb49fbff 100644
--- a/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_layerversionpermission_plugin.py
+++ b/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_layerversionpermission_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class LambdaLayerVersionPermissionProviderPlugin(CloudFormationResourceProviderP
     name = "AWS::Lambda::LayerVersionPermission"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.lambda_.resource_providers.aws_lambda_layerversionpermission import (
diff --git a/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_permission.py b/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_permission.py
index 315e5a015502e..31ee49ea6d98b 100644
--- a/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_permission.py
+++ b/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_permission.py
@@ -3,7 +3,7 @@
 
 import json
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -15,15 +15,15 @@
 
 
 class LambdaPermissionProperties(TypedDict):
-    Action: Optional[str]
-    FunctionName: Optional[str]
-    Principal: Optional[str]
-    EventSourceToken: Optional[str]
-    FunctionUrlAuthType: Optional[str]
-    Id: Optional[str]
-    PrincipalOrgID: Optional[str]
-    SourceAccount: Optional[str]
-    SourceArn: Optional[str]
+    Action: str | None
+    FunctionName: str | None
+    Principal: str | None
+    EventSourceToken: str | None
+    FunctionUrlAuthType: str | None
+    Id: str | None
+    PrincipalOrgID: str | None
+    SourceAccount: str | None
+    SourceArn: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_permission_plugin.py b/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_permission_plugin.py
index 4a06f49c62ee4..d1ae0ca1ead2a 100644
--- a/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_permission_plugin.py
+++ b/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_permission_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class LambdaPermissionProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::Lambda::Permission"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.lambda_.resource_providers.aws_lambda_permission import (
diff --git a/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_url.py b/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_url.py
index 89f9791d59035..fc3a28ec5e0e5 100644
--- a/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_url.py
+++ b/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_url.py
@@ -2,7 +2,7 @@
 from __future__ import annotations
 
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -14,22 +14,22 @@
 
 
 class LambdaUrlProperties(TypedDict):
-    AuthType: Optional[str]
-    TargetFunctionArn: Optional[str]
-    Cors: Optional[Cors]
-    FunctionArn: Optional[str]
-    FunctionUrl: Optional[str]
-    InvokeMode: Optional[str]
-    Qualifier: Optional[str]
+    AuthType: str | None
+    TargetFunctionArn: str | None
+    Cors: Cors | None
+    FunctionArn: str | None
+    FunctionUrl: str | None
+    InvokeMode: str | None
+    Qualifier: str | None
 
 
 class Cors(TypedDict):
-    AllowCredentials: Optional[bool]
-    AllowHeaders: Optional[list[str]]
-    AllowMethods: Optional[list[str]]
-    AllowOrigins: Optional[list[str]]
-    ExposeHeaders: Optional[list[str]]
-    MaxAge: Optional[int]
+    AllowCredentials: bool | None
+    AllowHeaders: list[str] | None
+    AllowMethods: list[str] | None
+    AllowOrigins: list[str] | None
+    ExposeHeaders: list[str] | None
+    MaxAge: int | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_url_plugin.py b/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_url_plugin.py
index afa2d4a2b92b5..81b2948bc4d63 100644
--- a/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_url_plugin.py
+++ b/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_url_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class LambdaUrlProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::Lambda::Url"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.lambda_.resource_providers.aws_lambda_url import LambdaUrlProvider
diff --git a/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_version.py b/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_version.py
index adc04756a59c5..12dadec1f2d4d 100644
--- a/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_version.py
+++ b/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_version.py
@@ -2,7 +2,7 @@
 from __future__ import annotations
 
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -14,16 +14,16 @@
 
 
 class LambdaVersionProperties(TypedDict):
-    FunctionName: Optional[str]
-    CodeSha256: Optional[str]
-    Description: Optional[str]
-    Id: Optional[str]
-    ProvisionedConcurrencyConfig: Optional[ProvisionedConcurrencyConfiguration]
-    Version: Optional[str]
+    FunctionName: str | None
+    CodeSha256: str | None
+    Description: str | None
+    Id: str | None
+    ProvisionedConcurrencyConfig: ProvisionedConcurrencyConfiguration | None
+    Version: str | None
 
 
 class ProvisionedConcurrencyConfiguration(TypedDict):
-    ProvisionedConcurrentExecutions: Optional[int]
+    ProvisionedConcurrentExecutions: int | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_version_plugin.py b/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_version_plugin.py
index ad6e92edb426d..e6af1c6e2dd7f 100644
--- a/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_version_plugin.py
+++ b/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_version_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class LambdaVersionProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::Lambda::Version"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.lambda_.resource_providers.aws_lambda_version import (
diff --git a/localstack-core/localstack/services/lambda_/resource_providers/lambda_alias.py b/localstack-core/localstack/services/lambda_/resource_providers/lambda_alias.py
index 044eeed162845..2130958dde803 100644
--- a/localstack-core/localstack/services/lambda_/resource_providers/lambda_alias.py
+++ b/localstack-core/localstack/services/lambda_/resource_providers/lambda_alias.py
@@ -2,7 +2,7 @@
 from __future__ import annotations
 
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -14,26 +14,26 @@
 
 
 class LambdaAliasProperties(TypedDict):
-    FunctionName: Optional[str]
-    FunctionVersion: Optional[str]
-    Name: Optional[str]
-    Description: Optional[str]
-    Id: Optional[str]
-    ProvisionedConcurrencyConfig: Optional[ProvisionedConcurrencyConfiguration]
-    RoutingConfig: Optional[AliasRoutingConfiguration]
+    FunctionName: str | None
+    FunctionVersion: str | None
+    Name: str | None
+    Description: str | None
+    Id: str | None
+    ProvisionedConcurrencyConfig: ProvisionedConcurrencyConfiguration | None
+    RoutingConfig: AliasRoutingConfiguration | None
 
 
 class ProvisionedConcurrencyConfiguration(TypedDict):
-    ProvisionedConcurrentExecutions: Optional[int]
+    ProvisionedConcurrentExecutions: int | None
 
 
 class VersionWeight(TypedDict):
-    FunctionVersion: Optional[str]
-    FunctionWeight: Optional[float]
+    FunctionVersion: str | None
+    FunctionWeight: float | None
 
 
 class AliasRoutingConfiguration(TypedDict):
-    AdditionalVersionWeights: Optional[list[VersionWeight]]
+    AdditionalVersionWeights: list[VersionWeight] | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/lambda_/resource_providers/lambda_alias_plugin.py b/localstack-core/localstack/services/lambda_/resource_providers/lambda_alias_plugin.py
index 406b05deddd45..e1b5120633dd7 100644
--- a/localstack-core/localstack/services/lambda_/resource_providers/lambda_alias_plugin.py
+++ b/localstack-core/localstack/services/lambda_/resource_providers/lambda_alias_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class LambdaAliasProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::Lambda::Alias"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.lambda_.resource_providers.lambda_alias import LambdaAliasProvider
diff --git a/localstack-core/localstack/services/lambda_/runtimes.py b/localstack-core/localstack/services/lambda_/runtimes.py
index 3fa96216257f6..3e666949dd008 100644
--- a/localstack-core/localstack/services/lambda_/runtimes.py
+++ b/localstack-core/localstack/services/lambda_/runtimes.py
@@ -1,7 +1,5 @@
 """This Lambda Runtimes reference defines everything around Lambda runtimes to facilitate adding new runtimes."""
 
-from typing import Optional
-
 from localstack.aws.api.lambda_ import Runtime
 
 # LocalStack Lambda runtimes support policy
@@ -77,7 +75,7 @@
 #  We currently use them in LocalStack logs as bonus recommendation (DevX).
 # When updating the recommendation,
 # please regenerate all tests with @markers.lambda_runtime_update
-DEPRECATED_RUNTIMES_UPGRADES: dict[Runtime, Optional[Runtime]] = {
+DEPRECATED_RUNTIMES_UPGRADES: dict[Runtime, Runtime | None] = {
     # deprecated Jan 8, 2024 => Feb 8, 2024 => Mar 12, 2024
     Runtime.java8: Runtime.java21,
     # deprecated Jan 8, 2024 => Feb 8, 2024 => Mar 12, 2024
diff --git a/localstack-core/localstack/services/logs/models.py b/localstack-core/localstack/services/logs/models.py
index 5e2ba973cab93..2fb082085ff62 100644
--- a/localstack-core/localstack/services/logs/models.py
+++ b/localstack-core/localstack/services/logs/models.py
@@ -1,5 +1,3 @@
-from typing import Dict
-
 from moto.logs.models import LogsBackend as MotoLogsBackend
 from moto.logs.models import logs_backends as moto_logs_backend
 
@@ -12,7 +10,7 @@ def get_moto_logs_backend(account_id: str, region_name: str) -> MotoLogsBackend:
 
 class LogsStore(BaseStore):
     # maps resource ARN to tags
-    TAGS: Dict[str, Dict[str, str]] = CrossRegionAttribute(default=dict)
+    TAGS: dict[str, dict[str, str]] = CrossRegionAttribute(default=dict)
 
 
 logs_stores = AccountRegionBundle("logs", LogsStore)
diff --git a/localstack-core/localstack/services/logs/provider.py b/localstack-core/localstack/services/logs/provider.py
index 2ded5f5d31f0d..b77bc646a3dfd 100644
--- a/localstack-core/localstack/services/logs/provider.py
+++ b/localstack-core/localstack/services/logs/provider.py
@@ -3,8 +3,8 @@
 import io
 import json
 import logging
+from collections.abc import Callable
 from gzip import GzipFile
-from typing import Callable, Dict
 
 from moto.core.utils import unix_time_millis
 from moto.logs.models import LogEvent, LogsBackend
@@ -243,7 +243,7 @@ def _check_resource_arn_tagging(self, resource_arn):
             )
 
 
-def get_pattern_matcher(pattern: str) -> Callable[[str, Dict], bool]:
+def get_pattern_matcher(pattern: str) -> Callable[[str, dict], bool]:
     """Returns a pattern matcher. Can be patched by plugins to return a more sophisticated pattern matcher."""
     return lambda _pattern, _log_event: True
 
@@ -410,7 +410,7 @@ def moto_put_log_events(self: "MotoLogStream", log_events):
                     Record={"Data": payload_gz_encoded},
                 )
 
-    return "{:056d}".format(self.upload_sequence_token)
+    return f"{self.upload_sequence_token:056d}"
 
 
 @patch(MotoLogStream.filter_log_events)
diff --git a/localstack-core/localstack/services/logs/resource_providers/aws_logs_loggroup.py b/localstack-core/localstack/services/logs/resource_providers/aws_logs_loggroup.py
index 6dd6b66190bf3..a5e7bca25cfd8 100644
--- a/localstack-core/localstack/services/logs/resource_providers/aws_logs_loggroup.py
+++ b/localstack-core/localstack/services/logs/resource_providers/aws_logs_loggroup.py
@@ -2,7 +2,7 @@
 from __future__ import annotations
 
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -14,17 +14,17 @@
 
 
 class LogsLogGroupProperties(TypedDict):
-    Arn: Optional[str]
-    DataProtectionPolicy: Optional[dict]
-    KmsKeyId: Optional[str]
-    LogGroupName: Optional[str]
-    RetentionInDays: Optional[int]
-    Tags: Optional[list[Tag]]
+    Arn: str | None
+    DataProtectionPolicy: dict | None
+    KmsKeyId: str | None
+    LogGroupName: str | None
+    RetentionInDays: int | None
+    Tags: list[Tag] | None
 
 
 class Tag(TypedDict):
-    Key: Optional[str]
-    Value: Optional[str]
+    Key: str | None
+    Value: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/logs/resource_providers/aws_logs_loggroup_plugin.py b/localstack-core/localstack/services/logs/resource_providers/aws_logs_loggroup_plugin.py
index 5dd8087a87561..46899a144adba 100644
--- a/localstack-core/localstack/services/logs/resource_providers/aws_logs_loggroup_plugin.py
+++ b/localstack-core/localstack/services/logs/resource_providers/aws_logs_loggroup_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class LogsLogGroupProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::Logs::LogGroup"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.logs.resource_providers.aws_logs_loggroup import (
diff --git a/localstack-core/localstack/services/logs/resource_providers/aws_logs_logstream.py b/localstack-core/localstack/services/logs/resource_providers/aws_logs_logstream.py
index 4cb21339b6e77..bc36c8dc5c0e2 100644
--- a/localstack-core/localstack/services/logs/resource_providers/aws_logs_logstream.py
+++ b/localstack-core/localstack/services/logs/resource_providers/aws_logs_logstream.py
@@ -2,7 +2,7 @@
 from __future__ import annotations
 
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -14,9 +14,9 @@
 
 
 class LogsLogStreamProperties(TypedDict):
-    LogGroupName: Optional[str]
-    Id: Optional[str]
-    LogStreamName: Optional[str]
+    LogGroupName: str | None
+    Id: str | None
+    LogStreamName: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/logs/resource_providers/aws_logs_logstream_plugin.py b/localstack-core/localstack/services/logs/resource_providers/aws_logs_logstream_plugin.py
index 578e23c4ae628..51dde35fc97ca 100644
--- a/localstack-core/localstack/services/logs/resource_providers/aws_logs_logstream_plugin.py
+++ b/localstack-core/localstack/services/logs/resource_providers/aws_logs_logstream_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class LogsLogStreamProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::Logs::LogStream"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.logs.resource_providers.aws_logs_logstream import (
diff --git a/localstack-core/localstack/services/logs/resource_providers/aws_logs_subscriptionfilter.py b/localstack-core/localstack/services/logs/resource_providers/aws_logs_subscriptionfilter.py
index 26f204e52e78e..28134dbfedf0d 100644
--- a/localstack-core/localstack/services/logs/resource_providers/aws_logs_subscriptionfilter.py
+++ b/localstack-core/localstack/services/logs/resource_providers/aws_logs_subscriptionfilter.py
@@ -2,7 +2,7 @@
 from __future__ import annotations
 
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -14,12 +14,12 @@
 
 
 class LogsSubscriptionFilterProperties(TypedDict):
-    DestinationArn: Optional[str]
-    FilterPattern: Optional[str]
-    LogGroupName: Optional[str]
-    Distribution: Optional[str]
-    FilterName: Optional[str]
-    RoleArn: Optional[str]
+    DestinationArn: str | None
+    FilterPattern: str | None
+    LogGroupName: str | None
+    Distribution: str | None
+    FilterName: str | None
+    RoleArn: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/logs/resource_providers/aws_logs_subscriptionfilter_plugin.py b/localstack-core/localstack/services/logs/resource_providers/aws_logs_subscriptionfilter_plugin.py
index def55ff386045..7055e96585c43 100644
--- a/localstack-core/localstack/services/logs/resource_providers/aws_logs_subscriptionfilter_plugin.py
+++ b/localstack-core/localstack/services/logs/resource_providers/aws_logs_subscriptionfilter_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class LogsSubscriptionFilterProviderPlugin(CloudFormationResourceProviderPlugin)
     name = "AWS::Logs::SubscriptionFilter"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.logs.resource_providers.aws_logs_subscriptionfilter import (
diff --git a/localstack-core/localstack/services/moto.py b/localstack-core/localstack/services/moto.py
index c98989c39a967..f14fe915d4ceb 100644
--- a/localstack-core/localstack/services/moto.py
+++ b/localstack-core/localstack/services/moto.py
@@ -4,8 +4,8 @@
 
 import copy
 import sys
+from collections.abc import Callable
 from functools import lru_cache
-from typing import Callable, Optional, Union
 
 import moto.backends as moto_backends
 from moto.core.base_backend import BackendDict
@@ -76,7 +76,7 @@ def call_moto_with_request(
 
 def _proxy_moto(
     context: RequestContext, request: ServiceRequest
-) -> Optional[Union[ServiceResponse, Response]]:
+) -> ServiceResponse | Response | None:
     """
     Wraps `call_moto` such that the interface is compliant with a ServiceRequestHandler.
 
@@ -154,7 +154,7 @@ def get_dispatcher(service: str, path: str) -> MotoDispatcher:
     return endpoint
 
 
-@lru_cache()
+@lru_cache
 def get_moto_routing_table(service: str) -> Map:
     """Cached version of load_moto_routing_table."""
     return load_moto_routing_table(service)
diff --git a/localstack-core/localstack/services/opensearch/cluster.py b/localstack-core/localstack/services/opensearch/cluster.py
index cae1916c90b09..f8f4c54d8cd76 100644
--- a/localstack-core/localstack/services/opensearch/cluster.py
+++ b/localstack-core/localstack/services/opensearch/cluster.py
@@ -2,7 +2,7 @@
 import logging
 import os
 import threading
-from typing import Dict, List, NamedTuple, Optional, Tuple
+from typing import NamedTuple
 from urllib.parse import urlparse
 
 import requests
@@ -37,7 +37,7 @@
 INTERNAL_USER_AUTH = ("localstack-internal", "localstack-internal")
 DEFAULT_BACKEND_HOST = "127.0.0.1"
 
-CommandSettings = Dict[str, str]
+CommandSettings = dict[str, str]
 
 
 class Directories(NamedTuple):
@@ -49,8 +49,8 @@ class Directories(NamedTuple):
 
 
 def get_cluster_health_status(
-    url: str, auth: Tuple[str, str] | None, host: str | None = None
-) -> Optional[str]:
+    url: str, auth: tuple[str, str] | None, host: str | None = None
+) -> str | None:
     """
     Queries the health endpoint of OpenSearch/Elasticsearch and returns either the status ('green', 'yellow',
     ...) or None if the response returned a non-200 response.
@@ -125,7 +125,7 @@ def resolve_directories(version: str, cluster_path: str, data_root: str = None)
     return Directories(install_dir, tmp_dir, modules_dir, data_dir, backup_dir)
 
 
-def build_cluster_run_command(cluster_bin: str, settings: CommandSettings) -> List[str]:
+def build_cluster_run_command(cluster_bin: str, settings: CommandSettings) -> list[str]:
     """
     Takes the command settings dict and builds the actual command (which can then be executed as a shell command).
 
@@ -169,13 +169,13 @@ class SecurityOptions:
     master_password: str | None
 
     @property
-    def auth(self) -> Tuple[str, str] | None:
+    def auth(self) -> tuple[str, str] | None:
         """Returns an auth tuple which can be used for HTTP requests or None, if disabled."""
         return None if not self.enabled else (self.master_username, self.master_password)
 
     @staticmethod
     def from_input(
-        advanced_security_options: Optional[AdvancedSecurityOptionsInput],
+        advanced_security_options: AdvancedSecurityOptionsInput | None,
     ) -> "SecurityOptions":
         """
         Parses the given AdvancedSecurityOptionsInput, performs some validation, and returns the parsed SecurityOptions.
@@ -215,7 +215,7 @@ def from_input(
 
 def register_cluster(
     host: str, path: str, forward_url: str, custom_endpoint: CustomEndpoint
-) -> List[Rule]:
+) -> list[Rule]:
     """
     Registers routes for a cluster at the edge router.
     Depending on which endpoint strategy is employed, and if a custom endpoint is enabled, different routes are
@@ -338,7 +338,7 @@ def bin_name(self) -> str:
     def os_user(self):
         return constants.OS_USER_OPENSEARCH
 
-    def health(self) -> Optional[str]:
+    def health(self) -> str | None:
         return get_cluster_health_status(self.url, auth=self.auth)
 
     def do_start_thread(self) -> FuncThread:
@@ -451,8 +451,8 @@ def _base_settings(self, dirs) -> CommandSettings:
         return settings
 
     def _create_run_command(
-        self, directories: Directories, additional_settings: Optional[CommandSettings] = None
-    ) -> List[str]:
+        self, directories: Directories, additional_settings: CommandSettings | None = None
+    ) -> list[str]:
         # delete opensearch data that may be cached locally from a previous test run
         bin_path = os.path.join(directories.install, "bin", self.bin_name)
 
@@ -464,7 +464,7 @@ def _create_run_command(
         cmd = build_cluster_run_command(bin_path, settings)
         return cmd
 
-    def _create_env_vars(self, directories: Directories) -> Dict:
+    def _create_env_vars(self, directories: Directories) -> dict:
         env_vars = {
             "JAVA_HOME": os.path.join(directories.install, "jdk"),
             "OPENSEARCH_JAVA_OPTS": os.environ.get("OPENSEARCH_JAVA_OPTS", "-Xms200m -Xmx600m"),
@@ -699,7 +699,7 @@ def _base_settings(self, dirs) -> CommandSettings:
 
         return settings
 
-    def _create_env_vars(self, directories: Directories) -> Dict:
+    def _create_env_vars(self, directories: Directories) -> dict:
         return {
             **elasticsearch_package.get_installer(self.version).get_java_env_vars(),
             "ES_JAVA_OPTS": os.environ.get("ES_JAVA_OPTS", "-Xms200m -Xmx600m"),
diff --git a/localstack-core/localstack/services/opensearch/cluster_manager.py b/localstack-core/localstack/services/opensearch/cluster_manager.py
index 8a286daf661fc..1ceb42ed64c18 100644
--- a/localstack-core/localstack/services/opensearch/cluster_manager.py
+++ b/localstack-core/localstack/services/opensearch/cluster_manager.py
@@ -1,7 +1,6 @@
 import dataclasses
 import logging
 import threading
-from typing import Dict, Optional
 
 from botocore.utils import ArnParser
 
@@ -80,9 +79,9 @@ def from_arn(arn: str) -> "DomainKey":
 
 def build_cluster_endpoint(
     domain_key: DomainKey,
-    custom_endpoint: Optional[CustomEndpoint] = None,
+    custom_endpoint: CustomEndpoint | None = None,
     engine_type: EngineType = EngineType.OpenSearch,
-    preferred_port: Optional[int] = None,
+    preferred_port: int | None = None,
 ) -> str:
     """
     Builds the cluster endpoint from and optional custom_endpoint and the localstack opensearch config. Example
@@ -131,7 +130,7 @@ def build_cluster_endpoint(
 
 def determine_custom_endpoint(
     domain_endpoint_options: DomainEndpointOptions,
-) -> Optional[CustomEndpoint]:
+) -> CustomEndpoint | None:
     if not domain_endpoint_options:
         return
 
@@ -146,7 +145,7 @@ def determine_custom_endpoint(
 
 
 class ClusterManager:
-    clusters: Dict[str, Server]
+    clusters: dict[str, Server]
 
     def __init__(self) -> None:
         self.clusters = {}
@@ -155,9 +154,9 @@ def create(
         self,
         arn: str,
         version: str,
-        endpoint_options: Optional[DomainEndpointOptions] = None,
-        security_options: Optional[SecurityOptions] = None,
-        preferred_port: Optional[int] = None,
+        endpoint_options: DomainEndpointOptions | None = None,
+        security_options: SecurityOptions | None = None,
+        preferred_port: int | None = None,
     ) -> Server:
         """
         Creates a new cluster.
@@ -190,7 +189,7 @@ def create(
         self.clusters[arn] = cluster
         return cluster
 
-    def get(self, arn: str) -> Optional[Server]:
+    def get(self, arn: str) -> Server | None:
         return self.clusters.get(arn)
 
     def remove(self, arn: str):
@@ -257,8 +256,8 @@ class MultiplexingClusterManager(ClusterManager):
     - OPENSEARCH_ENDPOINT_STRATEGY = domain / path
     """
 
-    cluster: Optional[Server]
-    endpoints: Dict[str, ClusterEndpoint]
+    cluster: Server | None
+    endpoints: dict[str, ClusterEndpoint]
 
     def __init__(self) -> None:
         super().__init__()
@@ -366,7 +365,7 @@ class SingletonClusterManager(ClusterManager):
     - ES_MULTI_CLUSTER == False
     """
 
-    cluster: Optional[Server]
+    cluster: Server | None
 
     def __init__(self) -> None:
         super().__init__()
@@ -378,8 +377,8 @@ def create(
         self,
         arn: str,
         version: str,
-        endpoint_options: Optional[DomainEndpointOptions] = None,
-        security_options: Optional[SecurityOptions] = None,
+        endpoint_options: DomainEndpointOptions | None = None,
+        security_options: SecurityOptions | None = None,
         preferred_port: int = None,
     ) -> Server:
         with self.mutex:
diff --git a/localstack-core/localstack/services/opensearch/models.py b/localstack-core/localstack/services/opensearch/models.py
index 5748ac7639ec3..3141e4263cb4f 100644
--- a/localstack-core/localstack/services/opensearch/models.py
+++ b/localstack-core/localstack/services/opensearch/models.py
@@ -1,5 +1,3 @@
-from typing import Dict
-
 from localstack.aws.api.opensearch import DomainStatus
 from localstack.services.stores import (
     AccountRegionBundle,
@@ -12,7 +10,7 @@
 
 class OpenSearchStore(BaseStore):
     # storage for domain resources (access should be protected with the _domain_mutex)
-    opensearch_domains: Dict[str, DomainStatus] = LocalAttribute(default=dict)
+    opensearch_domains: dict[str, DomainStatus] = LocalAttribute(default=dict)
 
     # static tagging service instance
     TAGS = CrossRegionAttribute(default=TaggingService)
diff --git a/localstack-core/localstack/services/opensearch/packages.py b/localstack-core/localstack/services/opensearch/packages.py
index 35a7fd933ea91..8b0e91368b256 100644
--- a/localstack-core/localstack/services/opensearch/packages.py
+++ b/localstack-core/localstack/services/opensearch/packages.py
@@ -5,7 +5,6 @@
 import shutil
 import textwrap
 import threading
-from typing import List
 
 import semver
 
@@ -49,7 +48,7 @@ def _get_installer(self, version: str) -> PackageInstaller:
         else:
             return OpensearchPackageInstaller(version)
 
-    def get_versions(self) -> List[str]:
+    def get_versions(self) -> list[str]:
         return list(versions.install_versions.keys())
 
 
diff --git a/localstack-core/localstack/services/opensearch/provider.py b/localstack-core/localstack/services/opensearch/provider.py
index e33554c347ad8..aef2123335287 100644
--- a/localstack-core/localstack/services/opensearch/provider.py
+++ b/localstack-core/localstack/services/opensearch/provider.py
@@ -3,9 +3,8 @@
 import re
 import threading
 from copy import deepcopy
-from datetime import datetime, timezone
+from datetime import UTC, datetime
 from random import randint
-from typing import Dict, Optional
 from urllib.parse import urlparse
 
 from localstack import config
@@ -143,9 +142,9 @@ def _run_cluster_startup_monitor(cluster: Server, domain_name: str, region: str)
 def create_cluster(
     domain_key: DomainKey,
     engine_version: str,
-    domain_endpoint_options: Optional[DomainEndpointOptions],
-    security_options: Optional[SecurityOptions],
-    preferred_port: Optional[int] = None,
+    domain_endpoint_options: DomainEndpointOptions | None,
+    security_options: SecurityOptions | None,
+    preferred_port: int | None = None,
 ):
     """
     Uses the ClusterManager to create a new cluster for the given domain key. NOT thread safe, needs to be called
@@ -369,7 +368,7 @@ def get_domain_status(
             Cancellable=False,
             UpdateStatus=DeploymentStatus.COMPLETED,
             Description="There is no software update available for this domain.",
-            AutomatedUpdateDate=datetime.fromtimestamp(0, tz=timezone.utc),
+            AutomatedUpdateDate=datetime.fromtimestamp(0, tz=UTC),
             OptionalDeployment=True,
         ),
         DomainEndpointOptions=stored_status.get("DomainEndpointOptions")
@@ -399,7 +398,7 @@ def _ensure_domain_exists(arn: ARN) -> None:
 
 
 def _update_domain_config_request_to_status(request: UpdateDomainConfigRequest) -> DomainStatus:
-    request: Dict
+    request: dict
     request.pop("DryRun", None)
     request.pop("DomainName", None)
     return request
@@ -581,7 +580,7 @@ def update_domain_config(
             if domain_status is None:
                 raise ResourceNotFoundException(f"Domain not found: {domain_key.domain_name}")
 
-            status_update: Dict = _update_domain_config_request_to_status(payload)
+            status_update: dict = _update_domain_config_request_to_status(payload)
             domain_status.update(status_update)
 
         return UpdateDomainConfigResponse(DomainConfig=_status_to_config(domain_status))
diff --git a/localstack-core/localstack/services/opensearch/resource_providers/aws_elasticsearch_domain.py b/localstack-core/localstack/services/opensearch/resource_providers/aws_elasticsearch_domain.py
index 4de950b722ce9..610b6df18e125 100644
--- a/localstack-core/localstack/services/opensearch/resource_providers/aws_elasticsearch_domain.py
+++ b/localstack-core/localstack/services/opensearch/resource_providers/aws_elasticsearch_domain.py
@@ -3,7 +3,7 @@
 
 import copy
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.aws.api.es import CreateElasticsearchDomainRequest
@@ -17,105 +17,105 @@
 
 
 class ElasticsearchDomainProperties(TypedDict):
-    AccessPolicies: Optional[dict]
-    AdvancedOptions: Optional[dict]
-    AdvancedSecurityOptions: Optional[AdvancedSecurityOptionsInput]
-    Arn: Optional[str]
-    CognitoOptions: Optional[CognitoOptions]
-    DomainArn: Optional[str]
-    DomainEndpoint: Optional[str]
-    DomainEndpointOptions: Optional[DomainEndpointOptions]
-    DomainName: Optional[str]
-    EBSOptions: Optional[EBSOptions]
-    ElasticsearchClusterConfig: Optional[ElasticsearchClusterConfig]
-    ElasticsearchVersion: Optional[str]
-    EncryptionAtRestOptions: Optional[EncryptionAtRestOptions]
-    Id: Optional[str]
-    LogPublishingOptions: Optional[dict]
-    NodeToNodeEncryptionOptions: Optional[NodeToNodeEncryptionOptions]
-    SnapshotOptions: Optional[SnapshotOptions]
-    Tags: Optional[list[Tag]]
-    VPCOptions: Optional[VPCOptions]
+    AccessPolicies: dict | None
+    AdvancedOptions: dict | None
+    AdvancedSecurityOptions: AdvancedSecurityOptionsInput | None
+    Arn: str | None
+    CognitoOptions: CognitoOptions | None
+    DomainArn: str | None
+    DomainEndpoint: str | None
+    DomainEndpointOptions: DomainEndpointOptions | None
+    DomainName: str | None
+    EBSOptions: EBSOptions | None
+    ElasticsearchClusterConfig: ElasticsearchClusterConfig | None
+    ElasticsearchVersion: str | None
+    EncryptionAtRestOptions: EncryptionAtRestOptions | None
+    Id: str | None
+    LogPublishingOptions: dict | None
+    NodeToNodeEncryptionOptions: NodeToNodeEncryptionOptions | None
+    SnapshotOptions: SnapshotOptions | None
+    Tags: list[Tag] | None
+    VPCOptions: VPCOptions | None
 
 
 class ZoneAwarenessConfig(TypedDict):
-    AvailabilityZoneCount: Optional[int]
+    AvailabilityZoneCount: int | None
 
 
 class ColdStorageOptions(TypedDict):
-    Enabled: Optional[bool]
+    Enabled: bool | None
 
 
 class ElasticsearchClusterConfig(TypedDict):
-    ColdStorageOptions: Optional[ColdStorageOptions]
-    DedicatedMasterCount: Optional[int]
-    DedicatedMasterEnabled: Optional[bool]
-    DedicatedMasterType: Optional[str]
-    InstanceCount: Optional[int]
-    InstanceType: Optional[str]
-    WarmCount: Optional[int]
-    WarmEnabled: Optional[bool]
-    WarmType: Optional[str]
-    ZoneAwarenessConfig: Optional[ZoneAwarenessConfig]
-    ZoneAwarenessEnabled: Optional[bool]
+    ColdStorageOptions: ColdStorageOptions | None
+    DedicatedMasterCount: int | None
+    DedicatedMasterEnabled: bool | None
+    DedicatedMasterType: str | None
+    InstanceCount: int | None
+    InstanceType: str | None
+    WarmCount: int | None
+    WarmEnabled: bool | None
+    WarmType: str | None
+    ZoneAwarenessConfig: ZoneAwarenessConfig | None
+    ZoneAwarenessEnabled: bool | None
 
 
 class SnapshotOptions(TypedDict):
-    AutomatedSnapshotStartHour: Optional[int]
+    AutomatedSnapshotStartHour: int | None
 
 
 class VPCOptions(TypedDict):
-    SecurityGroupIds: Optional[list[str]]
-    SubnetIds: Optional[list[str]]
+    SecurityGroupIds: list[str] | None
+    SubnetIds: list[str] | None
 
 
 class NodeToNodeEncryptionOptions(TypedDict):
-    Enabled: Optional[bool]
+    Enabled: bool | None
 
 
 class DomainEndpointOptions(TypedDict):
-    CustomEndpoint: Optional[str]
-    CustomEndpointCertificateArn: Optional[str]
-    CustomEndpointEnabled: Optional[bool]
-    EnforceHTTPS: Optional[bool]
-    TLSSecurityPolicy: Optional[str]
+    CustomEndpoint: str | None
+    CustomEndpointCertificateArn: str | None
+    CustomEndpointEnabled: bool | None
+    EnforceHTTPS: bool | None
+    TLSSecurityPolicy: str | None
 
 
 class CognitoOptions(TypedDict):
-    Enabled: Optional[bool]
-    IdentityPoolId: Optional[str]
-    RoleArn: Optional[str]
-    UserPoolId: Optional[str]
+    Enabled: bool | None
+    IdentityPoolId: str | None
+    RoleArn: str | None
+    UserPoolId: str | None
 
 
 class MasterUserOptions(TypedDict):
-    MasterUserARN: Optional[str]
-    MasterUserName: Optional[str]
-    MasterUserPassword: Optional[str]
+    MasterUserARN: str | None
+    MasterUserName: str | None
+    MasterUserPassword: str | None
 
 
 class AdvancedSecurityOptionsInput(TypedDict):
-    AnonymousAuthEnabled: Optional[bool]
-    Enabled: Optional[bool]
-    InternalUserDatabaseEnabled: Optional[bool]
-    MasterUserOptions: Optional[MasterUserOptions]
+    AnonymousAuthEnabled: bool | None
+    Enabled: bool | None
+    InternalUserDatabaseEnabled: bool | None
+    MasterUserOptions: MasterUserOptions | None
 
 
 class EBSOptions(TypedDict):
-    EBSEnabled: Optional[bool]
-    Iops: Optional[int]
-    VolumeSize: Optional[int]
-    VolumeType: Optional[str]
+    EBSEnabled: bool | None
+    Iops: int | None
+    VolumeSize: int | None
+    VolumeType: str | None
 
 
 class EncryptionAtRestOptions(TypedDict):
-    Enabled: Optional[bool]
-    KmsKeyId: Optional[str]
+    Enabled: bool | None
+    KmsKeyId: str | None
 
 
 class Tag(TypedDict):
-    Key: Optional[str]
-    Value: Optional[str]
+    Key: str | None
+    Value: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/opensearch/resource_providers/aws_elasticsearch_domain_plugin.py b/localstack-core/localstack/services/opensearch/resource_providers/aws_elasticsearch_domain_plugin.py
index c5f22fa0b816e..918a07ddb4f5a 100644
--- a/localstack-core/localstack/services/opensearch/resource_providers/aws_elasticsearch_domain_plugin.py
+++ b/localstack-core/localstack/services/opensearch/resource_providers/aws_elasticsearch_domain_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class ElasticsearchDomainProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::Elasticsearch::Domain"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.opensearch.resource_providers.aws_elasticsearch_domain import (
diff --git a/localstack-core/localstack/services/opensearch/resource_providers/aws_opensearchservice_domain.py b/localstack-core/localstack/services/opensearch/resource_providers/aws_opensearchservice_domain.py
index 96b8c60ec0b2b..e27139b836454 100644
--- a/localstack-core/localstack/services/opensearch/resource_providers/aws_opensearchservice_domain.py
+++ b/localstack-core/localstack/services/opensearch/resource_providers/aws_opensearchservice_domain.py
@@ -3,7 +3,7 @@
 
 import json
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -15,151 +15,151 @@
 
 
 class OpenSearchServiceDomainProperties(TypedDict):
-    AccessPolicies: Optional[dict]
-    AdvancedOptions: Optional[dict]
-    AdvancedSecurityOptions: Optional[AdvancedSecurityOptionsInput]
-    Arn: Optional[str]
-    ClusterConfig: Optional[ClusterConfig]
-    CognitoOptions: Optional[CognitoOptions]
-    DomainArn: Optional[str]
-    DomainEndpoint: Optional[str]
-    DomainEndpointOptions: Optional[DomainEndpointOptions]
-    DomainEndpoints: Optional[dict]
-    DomainName: Optional[str]
-    EBSOptions: Optional[EBSOptions]
-    EncryptionAtRestOptions: Optional[EncryptionAtRestOptions]
-    EngineVersion: Optional[str]
-    Id: Optional[str]
-    LogPublishingOptions: Optional[dict]
-    NodeToNodeEncryptionOptions: Optional[NodeToNodeEncryptionOptions]
-    OffPeakWindowOptions: Optional[OffPeakWindowOptions]
-    ServiceSoftwareOptions: Optional[ServiceSoftwareOptions]
-    SnapshotOptions: Optional[SnapshotOptions]
-    SoftwareUpdateOptions: Optional[SoftwareUpdateOptions]
-    Tags: Optional[list[Tag]]
-    VPCOptions: Optional[VPCOptions]
+    AccessPolicies: dict | None
+    AdvancedOptions: dict | None
+    AdvancedSecurityOptions: AdvancedSecurityOptionsInput | None
+    Arn: str | None
+    ClusterConfig: ClusterConfig | None
+    CognitoOptions: CognitoOptions | None
+    DomainArn: str | None
+    DomainEndpoint: str | None
+    DomainEndpointOptions: DomainEndpointOptions | None
+    DomainEndpoints: dict | None
+    DomainName: str | None
+    EBSOptions: EBSOptions | None
+    EncryptionAtRestOptions: EncryptionAtRestOptions | None
+    EngineVersion: str | None
+    Id: str | None
+    LogPublishingOptions: dict | None
+    NodeToNodeEncryptionOptions: NodeToNodeEncryptionOptions | None
+    OffPeakWindowOptions: OffPeakWindowOptions | None
+    ServiceSoftwareOptions: ServiceSoftwareOptions | None
+    SnapshotOptions: SnapshotOptions | None
+    SoftwareUpdateOptions: SoftwareUpdateOptions | None
+    Tags: list[Tag] | None
+    VPCOptions: VPCOptions | None
 
 
 class ZoneAwarenessConfig(TypedDict):
-    AvailabilityZoneCount: Optional[int]
+    AvailabilityZoneCount: int | None
 
 
 class ClusterConfig(TypedDict):
-    DedicatedMasterCount: Optional[int]
-    DedicatedMasterEnabled: Optional[bool]
-    DedicatedMasterType: Optional[str]
-    InstanceCount: Optional[int]
-    InstanceType: Optional[str]
-    WarmCount: Optional[int]
-    WarmEnabled: Optional[bool]
-    WarmType: Optional[str]
-    ZoneAwarenessConfig: Optional[ZoneAwarenessConfig]
-    ZoneAwarenessEnabled: Optional[bool]
+    DedicatedMasterCount: int | None
+    DedicatedMasterEnabled: bool | None
+    DedicatedMasterType: str | None
+    InstanceCount: int | None
+    InstanceType: str | None
+    WarmCount: int | None
+    WarmEnabled: bool | None
+    WarmType: str | None
+    ZoneAwarenessConfig: ZoneAwarenessConfig | None
+    ZoneAwarenessEnabled: bool | None
 
 
 class SnapshotOptions(TypedDict):
-    AutomatedSnapshotStartHour: Optional[int]
+    AutomatedSnapshotStartHour: int | None
 
 
 class VPCOptions(TypedDict):
-    SecurityGroupIds: Optional[list[str]]
-    SubnetIds: Optional[list[str]]
+    SecurityGroupIds: list[str] | None
+    SubnetIds: list[str] | None
 
 
 class NodeToNodeEncryptionOptions(TypedDict):
-    Enabled: Optional[bool]
+    Enabled: bool | None
 
 
 class DomainEndpointOptions(TypedDict):
-    CustomEndpoint: Optional[str]
-    CustomEndpointCertificateArn: Optional[str]
-    CustomEndpointEnabled: Optional[bool]
-    EnforceHTTPS: Optional[bool]
-    TLSSecurityPolicy: Optional[str]
+    CustomEndpoint: str | None
+    CustomEndpointCertificateArn: str | None
+    CustomEndpointEnabled: bool | None
+    EnforceHTTPS: bool | None
+    TLSSecurityPolicy: str | None
 
 
 class CognitoOptions(TypedDict):
-    Enabled: Optional[bool]
-    IdentityPoolId: Optional[str]
-    RoleArn: Optional[str]
-    UserPoolId: Optional[str]
+    Enabled: bool | None
+    IdentityPoolId: str | None
+    RoleArn: str | None
+    UserPoolId: str | None
 
 
 class MasterUserOptions(TypedDict):
-    MasterUserARN: Optional[str]
-    MasterUserName: Optional[str]
-    MasterUserPassword: Optional[str]
+    MasterUserARN: str | None
+    MasterUserName: str | None
+    MasterUserPassword: str | None
 
 
 class Idp(TypedDict):
-    EntityId: Optional[str]
-    MetadataContent: Optional[str]
+    EntityId: str | None
+    MetadataContent: str | None
 
 
 class SAMLOptions(TypedDict):
-    Enabled: Optional[bool]
-    Idp: Optional[Idp]
-    MasterBackendRole: Optional[str]
-    MasterUserName: Optional[str]
-    RolesKey: Optional[str]
-    SessionTimeoutMinutes: Optional[int]
-    SubjectKey: Optional[str]
+    Enabled: bool | None
+    Idp: Idp | None
+    MasterBackendRole: str | None
+    MasterUserName: str | None
+    RolesKey: str | None
+    SessionTimeoutMinutes: int | None
+    SubjectKey: str | None
 
 
 class AdvancedSecurityOptionsInput(TypedDict):
-    AnonymousAuthDisableDate: Optional[str]
-    AnonymousAuthEnabled: Optional[bool]
-    Enabled: Optional[bool]
-    InternalUserDatabaseEnabled: Optional[bool]
-    MasterUserOptions: Optional[MasterUserOptions]
-    SAMLOptions: Optional[SAMLOptions]
+    AnonymousAuthDisableDate: str | None
+    AnonymousAuthEnabled: bool | None
+    Enabled: bool | None
+    InternalUserDatabaseEnabled: bool | None
+    MasterUserOptions: MasterUserOptions | None
+    SAMLOptions: SAMLOptions | None
 
 
 class EBSOptions(TypedDict):
-    EBSEnabled: Optional[bool]
-    Iops: Optional[int]
-    Throughput: Optional[int]
-    VolumeSize: Optional[int]
-    VolumeType: Optional[str]
+    EBSEnabled: bool | None
+    Iops: int | None
+    Throughput: int | None
+    VolumeSize: int | None
+    VolumeType: str | None
 
 
 class EncryptionAtRestOptions(TypedDict):
-    Enabled: Optional[bool]
-    KmsKeyId: Optional[str]
+    Enabled: bool | None
+    KmsKeyId: str | None
 
 
 class Tag(TypedDict):
-    Key: Optional[str]
-    Value: Optional[str]
+    Key: str | None
+    Value: str | None
 
 
 class ServiceSoftwareOptions(TypedDict):
-    AutomatedUpdateDate: Optional[str]
-    Cancellable: Optional[bool]
-    CurrentVersion: Optional[str]
-    Description: Optional[str]
-    NewVersion: Optional[str]
-    OptionalDeployment: Optional[bool]
-    UpdateAvailable: Optional[bool]
-    UpdateStatus: Optional[str]
+    AutomatedUpdateDate: str | None
+    Cancellable: bool | None
+    CurrentVersion: str | None
+    Description: str | None
+    NewVersion: str | None
+    OptionalDeployment: bool | None
+    UpdateAvailable: bool | None
+    UpdateStatus: str | None
 
 
 class WindowStartTime(TypedDict):
-    Hours: Optional[int]
-    Minutes: Optional[int]
+    Hours: int | None
+    Minutes: int | None
 
 
 class OffPeakWindow(TypedDict):
-    WindowStartTime: Optional[WindowStartTime]
+    WindowStartTime: WindowStartTime | None
 
 
 class OffPeakWindowOptions(TypedDict):
-    Enabled: Optional[bool]
-    OffPeakWindow: Optional[OffPeakWindow]
+    Enabled: bool | None
+    OffPeakWindow: OffPeakWindow | None
 
 
 class SoftwareUpdateOptions(TypedDict):
-    AutoSoftwareUpdateEnabled: Optional[bool]
+    AutoSoftwareUpdateEnabled: bool | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/opensearch/resource_providers/aws_opensearchservice_domain_plugin.py b/localstack-core/localstack/services/opensearch/resource_providers/aws_opensearchservice_domain_plugin.py
index 029076b1aefa8..b07e149ff6db2 100644
--- a/localstack-core/localstack/services/opensearch/resource_providers/aws_opensearchservice_domain_plugin.py
+++ b/localstack-core/localstack/services/opensearch/resource_providers/aws_opensearchservice_domain_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class OpenSearchServiceDomainProviderPlugin(CloudFormationResourceProviderPlugin
     name = "AWS::OpenSearchService::Domain"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.opensearch.resource_providers.aws_opensearchservice_domain import (
diff --git a/localstack-core/localstack/services/opensearch/versions.py b/localstack-core/localstack/services/opensearch/versions.py
index 205b9b33d5202..a5f8a3d5a7179 100644
--- a/localstack-core/localstack/services/opensearch/versions.py
+++ b/localstack-core/localstack/services/opensearch/versions.py
@@ -6,8 +6,6 @@
 
 """
 
-from typing import Dict
-
 import semver
 
 from localstack.aws.api.opensearch import CompatibleVersionsMap, EngineType
@@ -301,7 +299,7 @@ def get_download_url(install_version: str, engine_type: EngineType) -> str:
         return _es_url(install_version)
 
 
-def fetch_latest_versions() -> Dict[str, str]:  # pragma: no cover
+def fetch_latest_versions() -> dict[str, str]:  # pragma: no cover
     """
     Fetches from the opensearch git repository tags the latest patch versions for a minor version and returns a
     dictionary where the key corresponds to the minor version, and the value to the patch version. Run this once in a
diff --git a/localstack-core/localstack/services/plugins.py b/localstack-core/localstack/services/plugins.py
index fbd75a53f0ca7..ca7b77d9f027f 100644
--- a/localstack-core/localstack/services/plugins.py
+++ b/localstack-core/localstack/services/plugins.py
@@ -3,9 +3,10 @@
 import logging
 import threading
 from collections import defaultdict
+from collections.abc import Callable
 from concurrent.futures import ThreadPoolExecutor
 from enum import Enum
-from typing import Callable, Dict, List, Optional, Protocol, Tuple
+from typing import Protocol
 
 from plux import Plugin, PluginLifecycleListener, PluginManager, PluginSpec
 
@@ -190,7 +191,7 @@ class ServiceContainer:
     service: Service
     state: ServiceState
     lock: threading.RLock
-    errors: List[Exception]
+    errors: list[Exception]
 
     def __init__(self, service: Service, state=ServiceState.UNKNOWN):
         self.service = service
@@ -236,13 +237,13 @@ def stop(self):
 class ServiceManager:
     def __init__(self) -> None:
         super().__init__()
-        self._services: Dict[str, ServiceContainer] = {}
+        self._services: dict[str, ServiceContainer] = {}
         self._mutex = threading.RLock()
 
-    def get_service_container(self, name: str) -> Optional[ServiceContainer]:
+    def get_service_container(self, name: str) -> ServiceContainer | None:
         return self._services.get(name)
 
-    def get_service(self, name: str) -> Optional[Service]:
+    def get_service(self, name: str) -> Service | None:
         container = self.get_service_container(name)
         return container.service if container else None
 
@@ -252,7 +253,7 @@ def add_service(self, service: Service) -> bool:
 
         return True
 
-    def list_available(self) -> List[str]:
+    def list_available(self) -> list[str]:
         return list(self._services.keys())
 
     def exists(self, name: str) -> bool:
@@ -268,11 +269,11 @@ def check(self, name: str) -> bool:
     def check_all(self):
         return any(self.check(service_name) for service_name in self.list_available())
 
-    def get_state(self, name: str) -> Optional[ServiceState]:
+    def get_state(self, name: str) -> ServiceState | None:
         container = self.get_service_container(name)
         return container.state if container else None
 
-    def get_states(self) -> Dict[str, ServiceState]:
+    def get_states(self) -> dict[str, ServiceState]:
         return {name: self.get_state(name) for name in self.list_available()}
 
     @log_duration()
@@ -397,13 +398,13 @@ class ServicePluginErrorCollector(PluginLifecycleListener):
     A PluginLifecycleListener that collects errors related to service plugins.
     """
 
-    errors: Dict[Tuple[str, str], Exception]  # keys are: (api, provider)
+    errors: dict[tuple[str, str], Exception]  # keys are: (api, provider)
 
-    def __init__(self, errors: Dict[str, Exception] = None) -> None:
+    def __init__(self, errors: dict[str, Exception] = None) -> None:
         super().__init__()
         self.errors = errors or {}
 
-    def get_key(self, plugin_name) -> Tuple[str, str]:
+    def get_key(self, plugin_name) -> tuple[str, str]:
         # the convention is <api>:<provider>, currently we don't really expose the provider
         # TODO: faulty plugin names would break this
         return tuple(plugin_name.split(":", maxsplit=1))
@@ -446,7 +447,7 @@ def __init__(
         self.provider_config = provider_config or config.SERVICE_PROVIDER_CONFIG
 
         # locks used to make sure plugin loading is thread safe - will be cleared after single use
-        self._plugin_load_locks: Dict[str, threading.RLock] = SynchronizedDefaultDict(
+        self._plugin_load_locks: dict[str, threading.RLock] = SynchronizedDefaultDict(
             threading.RLock
         )
 
@@ -469,7 +470,7 @@ def get_default_provider(self) -> str:
 
     # TODO make the abstraction clearer, to provide better information if service is available versus discoverable
     # especially important when considering pro services
-    def list_available(self) -> List[str]:
+    def list_available(self) -> list[str]:
         """
         List all available services, which have an available, configured provider
 
@@ -482,8 +483,8 @@ def list_available(self) -> List[str]:
         ]
 
     def _get_loaded_service_containers(
-        self, services: Optional[List[str]] = None
-    ) -> List[ServiceContainer]:
+        self, services: list[str] | None = None
+    ) -> list[ServiceContainer]:
         """
         Returns all the available service containers.
         :param services: the list of services to restrict the search to. If empty or NULL then service containers for
@@ -495,7 +496,7 @@ def _get_loaded_service_containers(
             c for s in services if (c := super(ServicePluginManager, self).get_service_container(s))
         ]
 
-    def list_loaded_services(self) -> List[str]:
+    def list_loaded_services(self) -> list[str]:
         """
         Lists all the services which have a provider that has been initialized
 
@@ -506,7 +507,7 @@ def list_loaded_services(self) -> List[str]:
             for service_container in self._get_loaded_service_containers()
         ]
 
-    def list_active_services(self) -> List[str]:
+    def list_active_services(self) -> list[str]:
         """
         Lists all services that have an initialised provider and are currently running.
 
@@ -521,7 +522,7 @@ def list_active_services(self) -> List[str]:
     def exists(self, name: str) -> bool:
         return name in self.list_available()
 
-    def get_state(self, name: str) -> Optional[ServiceState]:
+    def get_state(self, name: str) -> ServiceState | None:
         if name in self._services:
             # ServiceContainer exists, which means the plugin has been loaded
             return super().get_state(name)
@@ -537,7 +538,7 @@ def get_state(self, name: str) -> Optional[ServiceState]:
 
         return ServiceState.AVAILABLE if is_api_enabled(name) else ServiceState.DISABLED
 
-    def get_service_container(self, name: str) -> Optional[ServiceContainer]:
+    def get_service_container(self, name: str) -> ServiceContainer | None:
         if container := self._services.get(name):
             return container
 
@@ -565,7 +566,7 @@ def get_service_container(self, name: str) -> Optional[ServiceContainer]:
             return self._services.get(name)
 
     @property
-    def api_provider_specs(self) -> Dict[str, List[str]]:
+    def api_provider_specs(self) -> dict[str, list[str]]:
         """
         Returns all provider names within the service plugin namespace and parses their name according to the convention,
         that is "<api>:<provider>". The result is a dictionary that maps api => List[str (name of a provider)].
@@ -579,7 +580,7 @@ def api_provider_specs(self) -> Dict[str, List[str]]:
             return self._api_provider_specs
 
     @log_duration()
-    def _load_service_plugin(self, name: str) -> Optional[ServicePlugin]:
+    def _load_service_plugin(self, name: str) -> ServicePlugin | None:
         providers = self.api_provider_specs.get(name)
         if not providers:
             # no providers for this api
@@ -608,7 +609,7 @@ def _load_service_plugin(self, name: str) -> Optional[ServicePlugin]:
         return plugin
 
     @log_duration()
-    def _resolve_api_provider_specs(self) -> Dict[str, List[str]]:
+    def _resolve_api_provider_specs(self) -> dict[str, list[str]]:
         result = defaultdict(list)
 
         for spec in self.plugin_manager.list_plugin_specs():
@@ -619,7 +620,7 @@ def _resolve_api_provider_specs(self) -> Dict[str, List[str]]:
 
         return result
 
-    def apis_with_provider(self, provider: str) -> List[str]:
+    def apis_with_provider(self, provider: str) -> list[str]:
         """
         Lists all apis where a given provider exists for.
         :param provider: Name of the provider
@@ -631,7 +632,7 @@ def apis_with_provider(self, provider: str) -> List[str]:
                 apis.append(api)
         return apis
 
-    def _stop_services(self, service_containers: List[ServiceContainer]) -> None:
+    def _stop_services(self, service_containers: list[ServiceContainer]) -> None:
         """
         Atomically attempts to stop all given 'ServiceState.STARTING' and 'ServiceState.RUNNING' services.
         :param service_containers: the list of service containers to be stopped.
@@ -642,7 +643,7 @@ def _stop_services(self, service_containers: List[ServiceContainer]) -> None:
                 if service_container.state in target_service_states:
                     service_container.stop()
 
-    def stop_services(self, services: List[str] = None):
+    def stop_services(self, services: list[str] = None):
         """
         Stops services for this service manager, if they are currently active.
         Will not stop services not already started or in and error state.
diff --git a/localstack-core/localstack/services/redshift/resource_providers/aws_redshift_cluster.py b/localstack-core/localstack/services/redshift/resource_providers/aws_redshift_cluster.py
index 629a7ca7a5b2e..ad3e6d3860d49 100644
--- a/localstack-core/localstack/services/redshift/resource_providers/aws_redshift_cluster.py
+++ b/localstack-core/localstack/services/redshift/resource_providers/aws_redshift_cluster.py
@@ -2,7 +2,7 @@
 from __future__ import annotations
 
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -14,71 +14,71 @@
 
 
 class RedshiftClusterProperties(TypedDict):
-    ClusterType: Optional[str]
-    DBName: Optional[str]
-    MasterUserPassword: Optional[str]
-    MasterUsername: Optional[str]
-    NodeType: Optional[str]
-    AllowVersionUpgrade: Optional[bool]
-    AquaConfigurationStatus: Optional[str]
-    AutomatedSnapshotRetentionPeriod: Optional[int]
-    AvailabilityZone: Optional[str]
-    AvailabilityZoneRelocation: Optional[bool]
-    AvailabilityZoneRelocationStatus: Optional[str]
-    Classic: Optional[bool]
-    ClusterIdentifier: Optional[str]
-    ClusterParameterGroupName: Optional[str]
-    ClusterSecurityGroups: Optional[list[str]]
-    ClusterSubnetGroupName: Optional[str]
-    ClusterVersion: Optional[str]
-    DeferMaintenance: Optional[bool]
-    DeferMaintenanceDuration: Optional[int]
-    DeferMaintenanceEndTime: Optional[str]
-    DeferMaintenanceIdentifier: Optional[str]
-    DeferMaintenanceStartTime: Optional[str]
-    DestinationRegion: Optional[str]
-    ElasticIp: Optional[str]
-    Encrypted: Optional[bool]
-    Endpoint: Optional[Endpoint]
-    EnhancedVpcRouting: Optional[bool]
-    HsmClientCertificateIdentifier: Optional[str]
-    HsmConfigurationIdentifier: Optional[str]
-    IamRoles: Optional[list[str]]
-    Id: Optional[str]
-    KmsKeyId: Optional[str]
-    LoggingProperties: Optional[LoggingProperties]
-    MaintenanceTrackName: Optional[str]
-    ManualSnapshotRetentionPeriod: Optional[int]
-    NumberOfNodes: Optional[int]
-    OwnerAccount: Optional[str]
-    Port: Optional[int]
-    PreferredMaintenanceWindow: Optional[str]
-    PubliclyAccessible: Optional[bool]
-    ResourceAction: Optional[str]
-    RevisionTarget: Optional[str]
-    RotateEncryptionKey: Optional[bool]
-    SnapshotClusterIdentifier: Optional[str]
-    SnapshotCopyGrantName: Optional[str]
-    SnapshotCopyManual: Optional[bool]
-    SnapshotCopyRetentionPeriod: Optional[int]
-    SnapshotIdentifier: Optional[str]
-    Tags: Optional[list[Tag]]
-    VpcSecurityGroupIds: Optional[list[str]]
+    ClusterType: str | None
+    DBName: str | None
+    MasterUserPassword: str | None
+    MasterUsername: str | None
+    NodeType: str | None
+    AllowVersionUpgrade: bool | None
+    AquaConfigurationStatus: str | None
+    AutomatedSnapshotRetentionPeriod: int | None
+    AvailabilityZone: str | None
+    AvailabilityZoneRelocation: bool | None
+    AvailabilityZoneRelocationStatus: str | None
+    Classic: bool | None
+    ClusterIdentifier: str | None
+    ClusterParameterGroupName: str | None
+    ClusterSecurityGroups: list[str] | None
+    ClusterSubnetGroupName: str | None
+    ClusterVersion: str | None
+    DeferMaintenance: bool | None
+    DeferMaintenanceDuration: int | None
+    DeferMaintenanceEndTime: str | None
+    DeferMaintenanceIdentifier: str | None
+    DeferMaintenanceStartTime: str | None
+    DestinationRegion: str | None
+    ElasticIp: str | None
+    Encrypted: bool | None
+    Endpoint: Endpoint | None
+    EnhancedVpcRouting: bool | None
+    HsmClientCertificateIdentifier: str | None
+    HsmConfigurationIdentifier: str | None
+    IamRoles: list[str] | None
+    Id: str | None
+    KmsKeyId: str | None
+    LoggingProperties: LoggingProperties | None
+    MaintenanceTrackName: str | None
+    ManualSnapshotRetentionPeriod: int | None
+    NumberOfNodes: int | None
+    OwnerAccount: str | None
+    Port: int | None
+    PreferredMaintenanceWindow: str | None
+    PubliclyAccessible: bool | None
+    ResourceAction: str | None
+    RevisionTarget: str | None
+    RotateEncryptionKey: bool | None
+    SnapshotClusterIdentifier: str | None
+    SnapshotCopyGrantName: str | None
+    SnapshotCopyManual: bool | None
+    SnapshotCopyRetentionPeriod: int | None
+    SnapshotIdentifier: str | None
+    Tags: list[Tag] | None
+    VpcSecurityGroupIds: list[str] | None
 
 
 class Tag(TypedDict):
-    Key: Optional[str]
-    Value: Optional[str]
+    Key: str | None
+    Value: str | None
 
 
 class LoggingProperties(TypedDict):
-    BucketName: Optional[str]
-    S3KeyPrefix: Optional[str]
+    BucketName: str | None
+    S3KeyPrefix: str | None
 
 
 class Endpoint(TypedDict):
-    Address: Optional[str]
-    Port: Optional[str]
+    Address: str | None
+    Port: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/redshift/resource_providers/aws_redshift_cluster_plugin.py b/localstack-core/localstack/services/redshift/resource_providers/aws_redshift_cluster_plugin.py
index 742fa8c2c1c39..0afc2929dc385 100644
--- a/localstack-core/localstack/services/redshift/resource_providers/aws_redshift_cluster_plugin.py
+++ b/localstack-core/localstack/services/redshift/resource_providers/aws_redshift_cluster_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class RedshiftClusterProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::Redshift::Cluster"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.redshift.resource_providers.aws_redshift_cluster import (
diff --git a/localstack-core/localstack/services/resource_groups/resource_providers/aws_resourcegroups_group.py b/localstack-core/localstack/services/resource_groups/resource_providers/aws_resourcegroups_group.py
index 0105de3b2233f..981babca150ff 100644
--- a/localstack-core/localstack/services/resource_groups/resource_providers/aws_resourcegroups_group.py
+++ b/localstack-core/localstack/services/resource_groups/resource_providers/aws_resourcegroups_group.py
@@ -3,7 +3,7 @@
 
 import json
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -15,44 +15,44 @@
 
 
 class ResourceGroupsGroupProperties(TypedDict):
-    Name: Optional[str]
-    Arn: Optional[str]
-    Configuration: Optional[list[ConfigurationItem]]
-    Description: Optional[str]
-    ResourceQuery: Optional[ResourceQuery]
-    Resources: Optional[list[str]]
-    Tags: Optional[list[Tag]]
+    Name: str | None
+    Arn: str | None
+    Configuration: list[ConfigurationItem] | None
+    Description: str | None
+    ResourceQuery: ResourceQuery | None
+    Resources: list[str] | None
+    Tags: list[Tag] | None
 
 
 class TagFilter(TypedDict):
-    Key: Optional[str]
-    Values: Optional[list[str]]
+    Key: str | None
+    Values: list[str] | None
 
 
 class Query(TypedDict):
-    ResourceTypeFilters: Optional[list[str]]
-    StackIdentifier: Optional[str]
-    TagFilters: Optional[list[TagFilter]]
+    ResourceTypeFilters: list[str] | None
+    StackIdentifier: str | None
+    TagFilters: list[TagFilter] | None
 
 
 class ResourceQuery(TypedDict):
-    Query: Optional[Query]
-    Type: Optional[str]
+    Query: Query | None
+    Type: str | None
 
 
 class Tag(TypedDict):
-    Key: Optional[str]
-    Value: Optional[str]
+    Key: str | None
+    Value: str | None
 
 
 class ConfigurationParameter(TypedDict):
-    Name: Optional[str]
-    Values: Optional[list[str]]
+    Name: str | None
+    Values: list[str] | None
 
 
 class ConfigurationItem(TypedDict):
-    Parameters: Optional[list[ConfigurationParameter]]
-    Type: Optional[str]
+    Parameters: list[ConfigurationParameter] | None
+    Type: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/resource_groups/resource_providers/aws_resourcegroups_group_plugin.py b/localstack-core/localstack/services/resource_groups/resource_providers/aws_resourcegroups_group_plugin.py
index 99e589abd9722..5f2a825667068 100644
--- a/localstack-core/localstack/services/resource_groups/resource_providers/aws_resourcegroups_group_plugin.py
+++ b/localstack-core/localstack/services/resource_groups/resource_providers/aws_resourcegroups_group_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class ResourceGroupsGroupProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::ResourceGroups::Group"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.resource_groups.resource_providers.aws_resourcegroups_group import (
diff --git a/localstack-core/localstack/services/route53/models.py b/localstack-core/localstack/services/route53/models.py
index 9bfd65e612d33..3d96a9c223100 100644
--- a/localstack-core/localstack/services/route53/models.py
+++ b/localstack-core/localstack/services/route53/models.py
@@ -1,12 +1,10 @@
-from typing import Dict
-
 from localstack.aws.api.route53 import DelegationSet
 from localstack.services.stores import AccountRegionBundle, BaseStore, LocalAttribute
 
 
 class Route53Store(BaseStore):
     # maps delegation set ID to reusable delegation set details
-    reusable_delegation_sets: Dict[str, DelegationSet] = LocalAttribute(default=dict)
+    reusable_delegation_sets: dict[str, DelegationSet] = LocalAttribute(default=dict)
 
 
 route53_stores = AccountRegionBundle("route53", Route53Store)
diff --git a/localstack-core/localstack/services/route53/provider.py b/localstack-core/localstack/services/route53/provider.py
index cdd3650adf274..58078805f9f1f 100644
--- a/localstack-core/localstack/services/route53/provider.py
+++ b/localstack-core/localstack/services/route53/provider.py
@@ -1,5 +1,4 @@
 from datetime import datetime
-from typing import Optional
 
 import moto.route53.models as route53_models
 from botocore.exceptions import ClientError
@@ -79,7 +78,7 @@ def get_change(self, context: RequestContext, id: ResourceId, **kwargs) -> GetCh
     def get_health_check(
         self, context: RequestContext, health_check_id: HealthCheckId, **kwargs
     ) -> GetHealthCheckResponse:
-        health_check: Optional[route53_models.HealthCheck] = route53_backends[context.account_id][
+        health_check: route53_models.HealthCheck | None = route53_backends[context.account_id][
             context.partition
         ].health_checks.get(health_check_id, None)
         if not health_check:
diff --git a/localstack-core/localstack/services/route53/resource_providers/aws_route53_healthcheck.py b/localstack-core/localstack/services/route53/resource_providers/aws_route53_healthcheck.py
index ddd156b7e638f..440f7323d2142 100644
--- a/localstack-core/localstack/services/route53/resource_providers/aws_route53_healthcheck.py
+++ b/localstack-core/localstack/services/route53/resource_providers/aws_route53_healthcheck.py
@@ -2,7 +2,7 @@
 from __future__ import annotations
 
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -14,14 +14,14 @@
 
 
 class Route53HealthCheckProperties(TypedDict):
-    HealthCheckConfig: Optional[dict]
-    HealthCheckId: Optional[str]
-    HealthCheckTags: Optional[list[HealthCheckTag]]
+    HealthCheckConfig: dict | None
+    HealthCheckId: str | None
+    HealthCheckTags: list[HealthCheckTag] | None
 
 
 class HealthCheckTag(TypedDict):
-    Key: Optional[str]
-    Value: Optional[str]
+    Key: str | None
+    Value: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/route53/resource_providers/aws_route53_healthcheck_plugin.py b/localstack-core/localstack/services/route53/resource_providers/aws_route53_healthcheck_plugin.py
index 7a8e244561cf8..9db349c9853a1 100644
--- a/localstack-core/localstack/services/route53/resource_providers/aws_route53_healthcheck_plugin.py
+++ b/localstack-core/localstack/services/route53/resource_providers/aws_route53_healthcheck_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class Route53HealthCheckProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::Route53::HealthCheck"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.route53.resource_providers.aws_route53_healthcheck import (
diff --git a/localstack-core/localstack/services/route53/resource_providers/aws_route53_recordset.py b/localstack-core/localstack/services/route53/resource_providers/aws_route53_recordset.py
index c3d0e3866e14c..e2497adfe09c1 100644
--- a/localstack-core/localstack/services/route53/resource_providers/aws_route53_recordset.py
+++ b/localstack-core/localstack/services/route53/resource_providers/aws_route53_recordset.py
@@ -2,7 +2,7 @@
 from __future__ import annotations
 
 from pathlib import Path
-from typing import TYPE_CHECKING, Optional, TypedDict
+from typing import TYPE_CHECKING, TypedDict
 
 if TYPE_CHECKING:
     from mypy_boto3_route53 import Route53Client
@@ -17,40 +17,40 @@
 
 
 class Route53RecordSetProperties(TypedDict):
-    Name: Optional[str]
-    Type: Optional[str]
-    AliasTarget: Optional[AliasTarget]
-    CidrRoutingConfig: Optional[CidrRoutingConfig]
-    Comment: Optional[str]
-    Failover: Optional[str]
-    GeoLocation: Optional[GeoLocation]
-    HealthCheckId: Optional[str]
-    HostedZoneId: Optional[str]
-    HostedZoneName: Optional[str]
-    Id: Optional[str]
-    MultiValueAnswer: Optional[bool]
-    Region: Optional[str]
-    ResourceRecords: Optional[list[str]]
-    SetIdentifier: Optional[str]
-    TTL: Optional[str]
-    Weight: Optional[int]
+    Name: str | None
+    Type: str | None
+    AliasTarget: AliasTarget | None
+    CidrRoutingConfig: CidrRoutingConfig | None
+    Comment: str | None
+    Failover: str | None
+    GeoLocation: GeoLocation | None
+    HealthCheckId: str | None
+    HostedZoneId: str | None
+    HostedZoneName: str | None
+    Id: str | None
+    MultiValueAnswer: bool | None
+    Region: str | None
+    ResourceRecords: list[str] | None
+    SetIdentifier: str | None
+    TTL: str | None
+    Weight: int | None
 
 
 class AliasTarget(TypedDict):
-    DNSName: Optional[str]
-    HostedZoneId: Optional[str]
-    EvaluateTargetHealth: Optional[bool]
+    DNSName: str | None
+    HostedZoneId: str | None
+    EvaluateTargetHealth: bool | None
 
 
 class CidrRoutingConfig(TypedDict):
-    CollectionId: Optional[str]
-    LocationName: Optional[str]
+    CollectionId: str | None
+    LocationName: str | None
 
 
 class GeoLocation(TypedDict):
-    ContinentCode: Optional[str]
-    CountryCode: Optional[str]
-    SubdivisionCode: Optional[str]
+    ContinentCode: str | None
+    CountryCode: str | None
+    SubdivisionCode: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
@@ -138,7 +138,7 @@ def create(
             resource_model=model,
         )
 
-    def get_hosted_zone_id_from_name(self, hosted_zone_name: str, client: "Route53Client"):
+    def get_hosted_zone_id_from_name(self, hosted_zone_name: str, client: Route53Client):
         if not hosted_zone_name:
             raise Exception("Either HostedZoneId or HostedZoneName must be present.")
 
diff --git a/localstack-core/localstack/services/route53/resource_providers/aws_route53_recordset_plugin.py b/localstack-core/localstack/services/route53/resource_providers/aws_route53_recordset_plugin.py
index bdecf6996b78d..0f890fef915a7 100644
--- a/localstack-core/localstack/services/route53/resource_providers/aws_route53_recordset_plugin.py
+++ b/localstack-core/localstack/services/route53/resource_providers/aws_route53_recordset_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class Route53RecordSetProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::Route53::RecordSet"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.route53.resource_providers.aws_route53_recordset import (
diff --git a/localstack-core/localstack/services/route53resolver/models.py b/localstack-core/localstack/services/route53resolver/models.py
index 57c5436bab568..b29a7b8bf4236 100644
--- a/localstack-core/localstack/services/route53resolver/models.py
+++ b/localstack-core/localstack/services/route53resolver/models.py
@@ -1,5 +1,3 @@
-from typing import Dict
-
 import localstack.services.route53resolver.utils
 from localstack.aws.api.route53resolver import (
     FirewallConfig,
@@ -18,16 +16,16 @@
 
 
 class Route53ResolverStore(BaseStore):
-    firewall_configs: Dict[str, FirewallConfig] = LocalAttribute(default=dict)
-    firewall_domain_lists: Dict[str, FirewallDomainList] = LocalAttribute(default=dict)
-    firewall_domains: Dict[str, FirewallDomains] = LocalAttribute(default=dict)
-    firewall_rules: Dict[str, FirewallRule] = LocalAttribute(default=dict)
-    firewall_rule_groups: Dict[str, FirewallRuleGroup] = LocalAttribute(default=dict)
-    firewall_rule_group_associations: Dict[str, FirewallRuleGroupAssociation] = LocalAttribute(
+    firewall_configs: dict[str, FirewallConfig] = LocalAttribute(default=dict)
+    firewall_domain_lists: dict[str, FirewallDomainList] = LocalAttribute(default=dict)
+    firewall_domains: dict[str, FirewallDomains] = LocalAttribute(default=dict)
+    firewall_rules: dict[str, FirewallRule] = LocalAttribute(default=dict)
+    firewall_rule_groups: dict[str, FirewallRuleGroup] = LocalAttribute(default=dict)
+    firewall_rule_group_associations: dict[str, FirewallRuleGroupAssociation] = LocalAttribute(
         default=dict
     )
-    resolver_query_log_configs: Dict[str, ResolverQueryLogConfig] = LocalAttribute(default=dict)
-    resolver_query_log_config_associations: Dict[str, ResolverQueryLogConfigAssociation] = (
+    resolver_query_log_configs: dict[str, ResolverQueryLogConfig] = LocalAttribute(default=dict)
+    resolver_query_log_config_associations: dict[str, ResolverQueryLogConfigAssociation] = (
         LocalAttribute(default=dict)
     )
 
diff --git a/localstack-core/localstack/services/route53resolver/provider.py b/localstack-core/localstack/services/route53resolver/provider.py
index e002748d9aa17..7df4ade11cb25 100644
--- a/localstack-core/localstack/services/route53resolver/provider.py
+++ b/localstack-core/localstack/services/route53resolver/provider.py
@@ -1,4 +1,4 @@
-from datetime import datetime, timezone
+from datetime import UTC, datetime
 
 from moto.route53resolver.models import Route53ResolverBackend as MotoRoute53ResolverBackend
 from moto.route53resolver.models import route53resolver_backends
@@ -135,8 +135,8 @@ def create_firewall_rule_group(
             ShareStatus="NOT_SHARED",
             StatusMessage="Created Firewall Rule Group",
             CreatorRequestId=creator_request_id,
-            CreationTime=datetime.now(timezone.utc).isoformat(),
-            ModificationTime=datetime.now(timezone.utc).isoformat(),
+            CreationTime=datetime.now(UTC).isoformat(),
+            ModificationTime=datetime.now(UTC).isoformat(),
         )
         store.firewall_rule_groups[firewall_rule_group_id] = firewall_rule_group
         store.firewall_rules[firewall_rule_group_id] = {}
@@ -202,8 +202,8 @@ def create_firewall_domain_list(
             StatusMessage="Created Firewall Domain List",
             ManagedOwnerName=context.account_id,
             CreatorRequestId=creator_request_id,
-            CreationTime=datetime.now(timezone.utc).isoformat(),
-            ModificationTime=datetime.now(timezone.utc).isoformat(),
+            CreationTime=datetime.now(UTC).isoformat(),
+            ModificationTime=datetime.now(UTC).isoformat(),
         )
         store.firewall_domain_lists[id] = firewall_domain_list
         route53resolver_backends[context.account_id][context.region].tagger.tag_resource(
@@ -283,7 +283,7 @@ def update_firewall_domains(
             store.firewall_domains[firewall_domain_list_id] = domains
 
         firewall_domain_list["StatusMessage"] = "Finished domain list update"
-        firewall_domain_list["ModificationTime"] = datetime.now(timezone.utc).isoformat()
+        firewall_domain_list["ModificationTime"] = datetime.now(UTC).isoformat()
         return UpdateFirewallDomainsResponse(
             Id=firewall_domain_list.get("Id"),
             Name=firewall_domain_list.get("Name"),
@@ -340,8 +340,8 @@ def create_firewall_rule(
             BlockOverrideDnsType=block_override_dns_type,
             BlockOverrideTtl=block_override_ttl,
             CreatorRequestId=creator_request_id,
-            CreationTime=datetime.now(timezone.utc).isoformat(),
-            ModificationTime=datetime.now(timezone.utc).isoformat(),
+            CreationTime=datetime.now(UTC).isoformat(),
+            ModificationTime=datetime.now(UTC).isoformat(),
             FirewallDomainRedirectionAction=firewall_domain_redirection_action,
             Qtype=qtype,
         )
@@ -492,8 +492,8 @@ def associate_firewall_rule_group(
             Status="COMPLETE",
             StatusMessage="Creating Firewall Rule Group Association",
             CreatorRequestId=creator_request_id,
-            CreationTime=datetime.now(timezone.utc).isoformat(),
-            ModificationTime=datetime.now(timezone.utc).isoformat(),
+            CreationTime=datetime.now(UTC).isoformat(),
+            ModificationTime=datetime.now(UTC).isoformat(),
         )
         store.firewall_rule_group_associations[id] = firewall_rule_group_association
         route53resolver_backends[context.account_id][context.region].tagger.tag_resource(
@@ -579,7 +579,7 @@ def create_resolver_query_log_config(
             ShareStatus="NOT_SHARED",
             DestinationArn=destination_arn,
             CreatorRequestId=creator_request_id,
-            CreationTime=datetime.now(timezone.utc).isoformat(),
+            CreationTime=datetime.now(UTC).isoformat(),
         )
         store.resolver_query_log_configs[id] = resolver_query_log_config
         route53resolver_backends[context.account_id][context.region].tagger.tag_resource(
@@ -667,7 +667,7 @@ def associate_resolver_query_log_config(
                 Status="ACTIVE",
                 Error="NONE",
                 ErrorMessage="",
-                CreationTime=datetime.now(timezone.utc).isoformat(),
+                CreationTime=datetime.now(UTC).isoformat(),
             )
         )
 
diff --git a/localstack-core/localstack/services/s3/codec.py b/localstack-core/localstack/services/s3/codec.py
index 9d1b3167ccda8..98917156627aa 100644
--- a/localstack-core/localstack/services/s3/codec.py
+++ b/localstack-core/localstack/services/s3/codec.py
@@ -1,5 +1,5 @@
 import io
-from typing import IO, Any, Optional
+from typing import IO, Any
 
 
 class AwsChunkedDecoder(io.RawIOBase):
@@ -15,7 +15,7 @@ def readable(self):
         return True
 
     def __init__(
-        self, stream: IO[bytes], decoded_content_length: int, s3_object: Optional[Any] = None
+        self, stream: IO[bytes], decoded_content_length: int, s3_object: Any | None = None
     ):
         self._stream = stream
 
diff --git a/localstack-core/localstack/services/s3/cors.py b/localstack-core/localstack/services/s3/cors.py
index 9051f3679c6ca..13fb4a55ac662 100644
--- a/localstack-core/localstack/services/s3/cors.py
+++ b/localstack-core/localstack/services/s3/cors.py
@@ -1,6 +1,6 @@
 import logging
 import re
-from typing import Optional, Protocol, Tuple
+from typing import Protocol
 
 from werkzeug.datastructures import Headers
 
@@ -58,7 +58,7 @@ def __init__(self, bucket_cors_index: BucketCorsIndex):
     def __call__(self, chain: HandlerChain, context: RequestContext, response: Response):
         self.handle_cors(chain, context, response)
 
-    def pre_parse_s3_request(self, request: Request) -> Tuple[bool, Optional[str]]:
+    def pre_parse_s3_request(self, request: Request) -> tuple[bool, str | None]:
         """
         Parse the request to try to determine if it's directed towards S3. It tries to match on host, then check
         if the targeted bucket exists. If we could not determine it was a s3 request from the host, but the first
@@ -224,7 +224,7 @@ def stop_options_chain():
     def invalidate_cache(self):
         self.bucket_cors_index.invalidate()
 
-    def match_rules(self, request: Request, rules: CORSRules) -> Optional[CORSRule]:
+    def match_rules(self, request: Request, rules: CORSRules) -> CORSRule | None:
         """
         Try to match the request to the bucket rules. How to match rules:
           - The request's Origin header must match AllowedOrigin elements.
@@ -243,7 +243,7 @@ def match_rules(self, request: Request, rules: CORSRules) -> Optional[CORSRule]:
                 return matched_rule
 
     @staticmethod
-    def _match_rule(rule: CORSRule, method: str, headers: Headers) -> Optional[CORSRule]:
+    def _match_rule(rule: CORSRule, method: str, headers: Headers) -> CORSRule | None:
         """
         Check if the request method and headers matches the given CORS rule.
         :param rule: CORSRule: a CORS Rule from the bucket
diff --git a/localstack-core/localstack/services/s3/models.py b/localstack-core/localstack/services/s3/models.py
index 6246d394dad33..507572bbf4aed 100644
--- a/localstack-core/localstack/services/s3/models.py
+++ b/localstack-core/localstack/services/s3/models.py
@@ -4,7 +4,7 @@
 from collections import defaultdict
 from datetime import datetime
 from secrets import token_urlsafe
-from typing import Literal, NamedTuple, Optional, Union
+from typing import Literal, NamedTuple, Union
 from zoneinfo import ZoneInfo
 
 from localstack.aws.api import CommonServiceException
@@ -105,25 +105,25 @@ class S3Bucket:
     multiparts: dict[MultipartUploadId, "S3Multipart"]
     objects: Union["KeyStore", "VersionedKeyStore"]
     versioning_status: BucketVersioningStatus | None
-    lifecycle_rules: Optional[LifecycleRules]
-    transition_default_minimum_object_size: Optional[TransitionDefaultMinimumObjectSize]
-    policy: Optional[Policy]
-    website_configuration: Optional[WebsiteConfiguration]
+    lifecycle_rules: LifecycleRules | None
+    transition_default_minimum_object_size: TransitionDefaultMinimumObjectSize | None
+    policy: Policy | None
+    website_configuration: WebsiteConfiguration | None
     acl: AccessControlPolicy
-    cors_rules: Optional[CORSConfiguration]
+    cors_rules: CORSConfiguration | None
     logging: LoggingEnabled
     notification_configuration: NotificationConfiguration
     payer: Payer
-    encryption_rule: Optional[ServerSideEncryptionRule]
-    public_access_block: Optional[PublicAccessBlockConfiguration]
-    accelerate_status: Optional[BucketAccelerateStatus]
+    encryption_rule: ServerSideEncryptionRule | None
+    public_access_block: PublicAccessBlockConfiguration | None
+    accelerate_status: BucketAccelerateStatus | None
     object_lock_enabled: bool
     object_ownership: ObjectOwnership
     intelligent_tiering_configurations: dict[IntelligentTieringId, IntelligentTieringConfiguration]
     analytics_configurations: dict[AnalyticsId, AnalyticsConfiguration]
     inventory_configurations: dict[InventoryId, InventoryConfiguration]
     metric_configurations: dict[MetricsId, MetricsConfiguration]
-    object_lock_default_retention: Optional[DefaultRetention]
+    object_lock_default_retention: DefaultRetention | None
     replication: ReplicationConfiguration
     owner: Owner
 
@@ -256,58 +256,58 @@ def get_object(
 
 class S3Object:
     key: ObjectKey
-    version_id: Optional[ObjectVersionId]
+    version_id: ObjectVersionId | None
     bucket: BucketName
-    owner: Optional[Owner]
-    size: Optional[Size]
-    etag: Optional[ETag]
+    owner: Owner | None
+    size: Size | None
+    etag: ETag | None
     user_metadata: Metadata
     system_metadata: Metadata
     last_modified: datetime
-    expires: Optional[datetime]
-    expiration: Optional[Expiration]  # right now, this is stored in the provider cache
+    expires: datetime | None
+    expiration: Expiration | None  # right now, this is stored in the provider cache
     storage_class: StorageClass | ObjectStorageClass
-    encryption: Optional[ServerSideEncryption]  # inherit bucket
-    kms_key_id: Optional[SSEKMSKeyId]  # inherit bucket
-    bucket_key_enabled: Optional[bool]  # inherit bucket
-    sse_key_hash: Optional[SSECustomerKeyMD5]
+    encryption: ServerSideEncryption | None  # inherit bucket
+    kms_key_id: SSEKMSKeyId | None  # inherit bucket
+    bucket_key_enabled: bool | None  # inherit bucket
+    sse_key_hash: SSECustomerKeyMD5 | None
     checksum_algorithm: ChecksumAlgorithm
     checksum_value: str
     checksum_type: ChecksumType
-    lock_mode: Optional[ObjectLockMode | ObjectLockRetentionMode]
-    lock_legal_status: Optional[ObjectLockLegalHoldStatus]
-    lock_until: Optional[datetime]
-    website_redirect_location: Optional[WebsiteRedirectLocation]
-    acl: Optional[AccessControlPolicy]
+    lock_mode: ObjectLockMode | ObjectLockRetentionMode | None
+    lock_legal_status: ObjectLockLegalHoldStatus | None
+    lock_until: datetime | None
+    website_redirect_location: WebsiteRedirectLocation | None
+    acl: AccessControlPolicy | None
     is_current: bool
-    parts: Optional[dict[int, InternalObjectPart]]
-    restore: Optional[Restore]
+    parts: dict[int, InternalObjectPart] | None
+    restore: Restore | None
     internal_last_modified: int
 
     def __init__(
         self,
         key: ObjectKey,
-        etag: Optional[ETag] = None,
-        size: Optional[int] = None,
-        version_id: Optional[ObjectVersionId] = None,
-        user_metadata: Optional[Metadata] = None,
-        system_metadata: Optional[Metadata] = None,
+        etag: ETag | None = None,
+        size: int | None = None,
+        version_id: ObjectVersionId | None = None,
+        user_metadata: Metadata | None = None,
+        system_metadata: Metadata | None = None,
         storage_class: StorageClass = StorageClass.STANDARD,
-        expires: Optional[datetime] = None,
-        expiration: Optional[Expiration] = None,
-        checksum_algorithm: Optional[ChecksumAlgorithm] = None,
-        checksum_value: Optional[str] = None,
-        checksum_type: Optional[ChecksumType] = ChecksumType.FULL_OBJECT,
-        encryption: Optional[ServerSideEncryption] = None,
-        kms_key_id: Optional[SSEKMSKeyId] = None,
-        sse_key_hash: Optional[SSECustomerKeyMD5] = None,
+        expires: datetime | None = None,
+        expiration: Expiration | None = None,
+        checksum_algorithm: ChecksumAlgorithm | None = None,
+        checksum_value: str | None = None,
+        checksum_type: ChecksumType | None = ChecksumType.FULL_OBJECT,
+        encryption: ServerSideEncryption | None = None,
+        kms_key_id: SSEKMSKeyId | None = None,
+        sse_key_hash: SSECustomerKeyMD5 | None = None,
         bucket_key_enabled: bool = False,
-        lock_mode: Optional[ObjectLockMode | ObjectLockRetentionMode] = None,
-        lock_legal_status: Optional[ObjectLockLegalHoldStatus] = None,
-        lock_until: Optional[datetime] = None,
-        website_redirect_location: Optional[WebsiteRedirectLocation] = None,
-        acl: Optional[AccessControlPolicy] = None,  # TODO
-        owner: Optional[Owner] = None,
+        lock_mode: ObjectLockMode | ObjectLockRetentionMode | None = None,
+        lock_legal_status: ObjectLockLegalHoldStatus | None = None,
+        lock_until: datetime | None = None,
+        website_redirect_location: WebsiteRedirectLocation | None = None,
+        acl: AccessControlPolicy | None = None,  # TODO
+        owner: Owner | None = None,
     ):
         self.key = key
         self.user_metadata = (
@@ -406,19 +406,19 @@ def is_locked(*args, **kwargs) -> bool:
 # TODO: could use dataclass, validate after models are set
 class S3Part:
     part_number: PartNumber
-    etag: Optional[ETag]
+    etag: ETag | None
     last_modified: datetime
-    size: Optional[int]
-    checksum_algorithm: Optional[ChecksumAlgorithm]
-    checksum_value: Optional[str]
+    size: int | None
+    checksum_algorithm: ChecksumAlgorithm | None
+    checksum_value: str | None
 
     def __init__(
         self,
         part_number: PartNumber,
         size: int = None,
         etag: ETag = None,
-        checksum_algorithm: Optional[ChecksumAlgorithm] = None,
-        checksum_value: Optional[str] = None,
+        checksum_algorithm: ChecksumAlgorithm | None = None,
+        checksum_value: str | None = None,
     ):
         self.last_modified = datetime.now(tz=_gmt_zone_info)
         self.part_number = part_number
@@ -436,8 +436,8 @@ class S3Multipart:
     parts: dict[PartNumber, S3Part]
     object: S3Object
     upload_id: MultipartUploadId
-    checksum_value: Optional[str]
-    checksum_type: Optional[ChecksumType]
+    checksum_value: str | None
+    checksum_type: ChecksumType | None
     checksum_algorithm: ChecksumAlgorithm
     initiated: datetime
     precondition: bool
@@ -446,25 +446,25 @@ def __init__(
         self,
         key: ObjectKey,
         storage_class: StorageClass | ObjectStorageClass = StorageClass.STANDARD,
-        expires: Optional[datetime] = None,
-        expiration: Optional[datetime] = None,  # come from lifecycle
-        checksum_algorithm: Optional[ChecksumAlgorithm] = None,
-        checksum_type: Optional[ChecksumType] = None,
-        encryption: Optional[ServerSideEncryption] = None,  # inherit bucket
-        kms_key_id: Optional[SSEKMSKeyId] = None,  # inherit bucket
+        expires: datetime | None = None,
+        expiration: datetime | None = None,  # come from lifecycle
+        checksum_algorithm: ChecksumAlgorithm | None = None,
+        checksum_type: ChecksumType | None = None,
+        encryption: ServerSideEncryption | None = None,  # inherit bucket
+        kms_key_id: SSEKMSKeyId | None = None,  # inherit bucket
         bucket_key_enabled: bool = False,  # inherit bucket
-        sse_key_hash: Optional[SSECustomerKeyMD5] = None,
-        lock_mode: Optional[ObjectLockMode] = None,
-        lock_legal_status: Optional[ObjectLockLegalHoldStatus] = None,
-        lock_until: Optional[datetime] = None,
-        website_redirect_location: Optional[WebsiteRedirectLocation] = None,
-        acl: Optional[AccessControlPolicy] = None,  # TODO
-        user_metadata: Optional[Metadata] = None,
-        system_metadata: Optional[Metadata] = None,
-        initiator: Optional[Owner] = None,
-        tagging: Optional[dict[str, str]] = None,
-        owner: Optional[Owner] = None,
-        precondition: Optional[bool] = None,
+        sse_key_hash: SSECustomerKeyMD5 | None = None,
+        lock_mode: ObjectLockMode | None = None,
+        lock_legal_status: ObjectLockLegalHoldStatus | None = None,
+        lock_until: datetime | None = None,
+        website_redirect_location: WebsiteRedirectLocation | None = None,
+        acl: AccessControlPolicy | None = None,  # TODO
+        user_metadata: Metadata | None = None,
+        system_metadata: Metadata | None = None,
+        initiator: Owner | None = None,
+        tagging: dict[str, str] | None = None,
+        owner: Owner | None = None,
+        precondition: bool | None = None,
     ):
         self.id = token_urlsafe(96)  # MultipartUploadId is 128 characters long
         self.initiated = datetime.now(tz=_gmt_zone_info)
diff --git a/localstack-core/localstack/services/s3/notifications.py b/localstack-core/localstack/services/s3/notifications.py
index 48ece2ab9e788..3f48923db2c6e 100644
--- a/localstack-core/localstack/services/s3/notifications.py
+++ b/localstack-core/localstack/services/s3/notifications.py
@@ -6,7 +6,7 @@
 import re
 from concurrent.futures import ThreadPoolExecutor
 from dataclasses import dataclass
-from typing import Dict, List, Optional, Tuple, TypedDict, Union
+from typing import TypedDict
 from urllib.parse import quote
 
 from botocore.exceptions import ClientError
@@ -64,8 +64,8 @@
 class S3NotificationContent(TypedDict):
     s3SchemaVersion: str
     configurationId: NotificationId
-    bucket: Dict[str, str]  # todo
-    object: Dict[str, Union[str, int]]  # todo
+    bucket: dict[str, str]  # todo
+    object: dict[str, str | int]  # todo
 
 
 class EventRecord(TypedDict):
@@ -74,14 +74,14 @@ class EventRecord(TypedDict):
     awsRegion: str
     eventTime: str
     eventName: str
-    userIdentity: Dict[str, str]
-    requestParameters: Dict[str, str]
-    responseElements: Dict[str, str]
+    userIdentity: dict[str, str]
+    requestParameters: dict[str, str]
+    responseElements: dict[str, str]
     s3: S3NotificationContent
 
 
 class Notification(TypedDict):
-    Records: List[EventRecord]
+    Records: list[EventRecord]
 
 
 @dataclass
@@ -101,7 +101,7 @@ class S3EventNotificationContext:
     key_etag: str
     key_version_id: str
     key_expiry: datetime.datetime
-    key_storage_class: Optional[StorageClass]
+    key_storage_class: StorageClass | None
 
     @classmethod
     def from_request_context_native(
@@ -109,7 +109,7 @@ def from_request_context_native(
         request_context: RequestContext,
         s3_bucket: S3Bucket,
         s3_object: S3Object | S3DeleteMarker,
-    ) -> "S3EventNotificationContext":
+    ) -> S3EventNotificationContext:
         """
         Create an S3EventNotificationContext from a RequestContext.
         The key is not always present in the request context depending on the event type. In that case, we can use
@@ -165,7 +165,7 @@ class BucketVerificationContext:
     request_id: str
     bucket_name: str
     region: str
-    configuration: Dict
+    configuration: dict
     skip_destination_validation: bool
 
 
@@ -185,7 +185,7 @@ def _matching_event(events: EventList, event_name: str) -> bool:
 
 
 def _matching_filter(
-    notification_filter: Optional[NotificationConfigurationFilter], key_name: str
+    notification_filter: NotificationConfigurationFilter | None, key_name: str
 ) -> bool:
     """
     See: https://docs.aws.amazon.com/AmazonS3/latest/userguide/notification-how-to-filtering.html
@@ -213,11 +213,11 @@ def _matching_filter(
 class BaseNotifier:
     service_name: str
 
-    def notify(self, ctx: S3EventNotificationContext, config: Dict):
+    def notify(self, ctx: S3EventNotificationContext, config: dict):
         raise NotImplementedError
 
     @staticmethod
-    def should_notify(ctx: S3EventNotificationContext, config: Dict) -> bool:
+    def should_notify(ctx: S3EventNotificationContext, config: dict) -> bool:
         """
         Helper method checking if the event should be notified to the configured notifiers from the configuration
         :param ctx: S3EventNotificationContext
@@ -229,12 +229,12 @@ def should_notify(ctx: S3EventNotificationContext, config: Dict) -> bool:
         )
 
     @staticmethod
-    def _get_arn_value_and_name(notifier_configuration: Dict) -> Tuple[str, str]:
+    def _get_arn_value_and_name(notifier_configuration: dict) -> tuple[str, str]:
         raise NotImplementedError
 
     def validate_configuration_for_notifier(
         self,
-        configurations: List[Dict],
+        configurations: list[dict],
         skip_destination_validation: bool,
         context: RequestContext,
         bucket_name: str,
@@ -381,7 +381,7 @@ class SqsNotifier(BaseNotifier):
     service_name = "sqs"
 
     @staticmethod
-    def _get_arn_value_and_name(queue_configuration: QueueConfiguration) -> Tuple[QueueArn, str]:
+    def _get_arn_value_and_name(queue_configuration: QueueConfiguration) -> tuple[QueueArn, str]:
         return queue_configuration.get("QueueArn", ""), "QueueArn"
 
     def _verify_target(self, target_arn: str, verification_ctx: BucketVerificationContext) -> None:
@@ -549,7 +549,7 @@ class LambdaNotifier(BaseNotifier):
     @staticmethod
     def _get_arn_value_and_name(
         lambda_configuration: LambdaFunctionConfiguration,
-    ) -> Tuple[LambdaFunctionArn, str]:
+    ) -> tuple[LambdaFunctionArn, str]:
         return lambda_configuration.get("LambdaFunctionArn", ""), "LambdaFunctionArn"
 
     def _verify_target(self, target_arn: str, verification_ctx: BucketVerificationContext) -> None:
@@ -698,14 +698,14 @@ def _get_event_payload(
         return entry
 
     @staticmethod
-    def should_notify(ctx: S3EventNotificationContext, config: Dict) -> bool:
+    def should_notify(ctx: S3EventNotificationContext, config: dict) -> bool:
         # Events are always passed to EventBridge, you can route the event in EventBridge
         # See https://docs.aws.amazon.com/AmazonS3/latest/userguide/EventBridge.html
         return True
 
     def validate_configuration_for_notifier(
         self,
-        configurations: List[Dict],
+        configurations: list[dict],
         skip_destination_validation: bool,
         context: RequestContext,
         bucket_name: str,
diff --git a/localstack-core/localstack/services/s3/presigned_url.py b/localstack-core/localstack/services/s3/presigned_url.py
index e696e82e2c2dc..734798ef83fc2 100644
--- a/localstack-core/localstack/services/s3/presigned_url.py
+++ b/localstack-core/localstack/services/s3/presigned_url.py
@@ -6,8 +6,9 @@
 import re
 import time
 from collections import namedtuple
+from collections.abc import Mapping
 from functools import cache, cached_property
-from typing import Mapping, Optional, TypedDict
+from typing import TypedDict
 from urllib import parse as urlparse
 
 from botocore.auth import HmacV1QueryAuth, S3SigV4QueryAuth
@@ -105,7 +106,7 @@ class NotValidSigV4SignatureContext(TypedDict):
     canonical_request: str
 
 
-FindSigV4Result = tuple["S3SigV4SignatureContext", Optional[NotValidSigV4SignatureContext]]
+FindSigV4Result = tuple["S3SigV4SignatureContext", NotValidSigV4SignatureContext | None]
 
 
 class HmacV1QueryAuthValidation(HmacV1QueryAuth):
@@ -258,7 +259,7 @@ def get_credentials_from_parameters(parameters: dict, region: str) -> PreSignedC
 
 
 @cache
-def get_secret_access_key_from_access_key_id(access_key_id: str, region: str) -> Optional[str]:
+def get_secret_access_key_from_access_key_id(access_key_id: str, region: str) -> str | None:
     """
     We need to retrieve the internal secret access key in order to also sign the request on our side to validate it
     For now, we need to access Moto internals, as they are no public APIs to retrieve it for obvious reasons.
@@ -472,7 +473,7 @@ def validate_presigned_url_s3v4(context: RequestContext) -> None:
     x_amz_expires = int(query_parameters["X-Amz-Expires"])
     x_amz_expires_dt = datetime.timedelta(seconds=x_amz_expires)
     expiration_time = x_amz_date + x_amz_expires_dt
-    expiration_time = expiration_time.replace(tzinfo=datetime.timezone.utc)
+    expiration_time = expiration_time.replace(tzinfo=datetime.UTC)
 
     if is_expired(expiration_time):
         if config.S3_SKIP_SIGNATURE_VALIDATION:
@@ -905,7 +906,7 @@ def _parse_policy_expiration_date(expiration_string: str) -> datetime.datetime:
         dt = datetime.datetime.strptime(expiration_string, POLICY_EXPIRATION_FORMAT2)
 
     # both date formats assume a UTC timezone ('Z' suffix), but it's not parsed as tzinfo into the datetime object
-    dt = dt.replace(tzinfo=datetime.timezone.utc)
+    dt = dt.replace(tzinfo=datetime.UTC)
     return dt
 
 
diff --git a/localstack-core/localstack/services/s3/provider.py b/localstack-core/localstack/services/s3/provider.py
index bc679c196a966..b9bb2a0b55709 100644
--- a/localstack-core/localstack/services/s3/provider.py
+++ b/localstack-core/localstack/services/s3/provider.py
@@ -8,7 +8,7 @@
 from inspect import signature
 from io import BytesIO
 from operator import itemgetter
-from typing import IO, Optional, Union
+from typing import IO
 from urllib import parse as urlparse
 from zoneinfo import ZoneInfo
 
@@ -2545,7 +2545,7 @@ def upload_part_copy(
         source_range = request.get("CopySourceRange")
         # TODO implement copy source IF
 
-        range_data: Optional[ObjectRange] = None
+        range_data: ObjectRange | None = None
         if source_range:
             range_data = parse_copy_source_range_header(source_range, src_s3_object.size)
 
@@ -4820,14 +4820,12 @@ def get_part_range(s3_object: S3Object, part_number: PartNumber) -> ObjectRange:
 
 
 def get_acl_headers_from_request(
-    request: Union[
-        PutObjectRequest,
-        CreateMultipartUploadRequest,
-        CopyObjectRequest,
-        CreateBucketRequest,
-        PutBucketAclRequest,
-        PutObjectAclRequest,
-    ],
+    request: PutObjectRequest
+    | CreateMultipartUploadRequest
+    | CopyObjectRequest
+    | CreateBucketRequest
+    | PutBucketAclRequest
+    | PutObjectAclRequest,
 ) -> list[tuple[str, str]]:
     permission_keys = [
         "GrantFullControl",
@@ -4845,7 +4843,7 @@ def get_acl_headers_from_request(
 
 
 def get_access_control_policy_from_acl_request(
-    request: Union[PutBucketAclRequest, PutObjectAclRequest],
+    request: PutBucketAclRequest | PutObjectAclRequest,
     owner: Owner,
     request_body: bytes,
 ) -> AccessControlPolicy:
@@ -4894,9 +4892,10 @@ def get_access_control_policy_from_acl_request(
 
 
 def get_access_control_policy_for_new_resource_request(
-    request: Union[
-        PutObjectRequest, CreateMultipartUploadRequest, CopyObjectRequest, CreateBucketRequest
-    ],
+    request: PutObjectRequest
+    | CreateMultipartUploadRequest
+    | CopyObjectRequest
+    | CreateBucketRequest,
     owner: Owner,
 ) -> AccessControlPolicy:
     # TODO: this is basic ACL, not taking into account Bucket settings. Revisit once we really implement ACLs.
diff --git a/localstack-core/localstack/services/s3/resource_providers/aws_s3_bucket.py b/localstack-core/localstack/services/s3/resource_providers/aws_s3_bucket.py
index de1573274b2b8..3737dec8f863f 100644
--- a/localstack-core/localstack/services/s3/resource_providers/aws_s3_bucket.py
+++ b/localstack-core/localstack/services/s3/resource_providers/aws_s3_bucket.py
@@ -3,7 +3,7 @@
 
 import re
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 from botocore.exceptions import ClientError
 
@@ -22,356 +22,356 @@
 
 
 class S3BucketProperties(TypedDict):
-    AccelerateConfiguration: Optional[AccelerateConfiguration]
-    AccessControl: Optional[str]
-    AnalyticsConfigurations: Optional[list[AnalyticsConfiguration]]
-    Arn: Optional[str]
-    BucketEncryption: Optional[BucketEncryption]
-    BucketName: Optional[str]
-    CorsConfiguration: Optional[CorsConfiguration]
-    DomainName: Optional[str]
-    DualStackDomainName: Optional[str]
-    IntelligentTieringConfigurations: Optional[list[IntelligentTieringConfiguration]]
-    InventoryConfigurations: Optional[list[InventoryConfiguration]]
-    LifecycleConfiguration: Optional[LifecycleConfiguration]
-    LoggingConfiguration: Optional[LoggingConfiguration]
-    MetricsConfigurations: Optional[list[MetricsConfiguration]]
-    NotificationConfiguration: Optional[NotificationConfiguration]
-    ObjectLockConfiguration: Optional[ObjectLockConfiguration]
-    ObjectLockEnabled: Optional[bool]
-    OwnershipControls: Optional[OwnershipControls]
-    PublicAccessBlockConfiguration: Optional[PublicAccessBlockConfiguration]
-    RegionalDomainName: Optional[str]
-    ReplicationConfiguration: Optional[ReplicationConfiguration]
-    Tags: Optional[list[Tag]]
-    VersioningConfiguration: Optional[VersioningConfiguration]
-    WebsiteConfiguration: Optional[WebsiteConfiguration]
-    WebsiteURL: Optional[str]
+    AccelerateConfiguration: AccelerateConfiguration | None
+    AccessControl: str | None
+    AnalyticsConfigurations: list[AnalyticsConfiguration] | None
+    Arn: str | None
+    BucketEncryption: BucketEncryption | None
+    BucketName: str | None
+    CorsConfiguration: CorsConfiguration | None
+    DomainName: str | None
+    DualStackDomainName: str | None
+    IntelligentTieringConfigurations: list[IntelligentTieringConfiguration] | None
+    InventoryConfigurations: list[InventoryConfiguration] | None
+    LifecycleConfiguration: LifecycleConfiguration | None
+    LoggingConfiguration: LoggingConfiguration | None
+    MetricsConfigurations: list[MetricsConfiguration] | None
+    NotificationConfiguration: NotificationConfiguration | None
+    ObjectLockConfiguration: ObjectLockConfiguration | None
+    ObjectLockEnabled: bool | None
+    OwnershipControls: OwnershipControls | None
+    PublicAccessBlockConfiguration: PublicAccessBlockConfiguration | None
+    RegionalDomainName: str | None
+    ReplicationConfiguration: ReplicationConfiguration | None
+    Tags: list[Tag] | None
+    VersioningConfiguration: VersioningConfiguration | None
+    WebsiteConfiguration: WebsiteConfiguration | None
+    WebsiteURL: str | None
 
 
 class AccelerateConfiguration(TypedDict):
-    AccelerationStatus: Optional[str]
+    AccelerationStatus: str | None
 
 
 class TagFilter(TypedDict):
-    Key: Optional[str]
-    Value: Optional[str]
+    Key: str | None
+    Value: str | None
 
 
 class Destination(TypedDict):
-    BucketArn: Optional[str]
-    Format: Optional[str]
-    BucketAccountId: Optional[str]
-    Prefix: Optional[str]
+    BucketArn: str | None
+    Format: str | None
+    BucketAccountId: str | None
+    Prefix: str | None
 
 
 class DataExport(TypedDict):
-    Destination: Optional[Destination]
-    OutputSchemaVersion: Optional[str]
+    Destination: Destination | None
+    OutputSchemaVersion: str | None
 
 
 class StorageClassAnalysis(TypedDict):
-    DataExport: Optional[DataExport]
+    DataExport: DataExport | None
 
 
 class AnalyticsConfiguration(TypedDict):
-    Id: Optional[str]
-    StorageClassAnalysis: Optional[StorageClassAnalysis]
-    Prefix: Optional[str]
-    TagFilters: Optional[list[TagFilter]]
+    Id: str | None
+    StorageClassAnalysis: StorageClassAnalysis | None
+    Prefix: str | None
+    TagFilters: list[TagFilter] | None
 
 
 class ServerSideEncryptionByDefault(TypedDict):
-    SSEAlgorithm: Optional[str]
-    KMSMasterKeyID: Optional[str]
+    SSEAlgorithm: str | None
+    KMSMasterKeyID: str | None
 
 
 class ServerSideEncryptionRule(TypedDict):
-    BucketKeyEnabled: Optional[bool]
-    ServerSideEncryptionByDefault: Optional[ServerSideEncryptionByDefault]
+    BucketKeyEnabled: bool | None
+    ServerSideEncryptionByDefault: ServerSideEncryptionByDefault | None
 
 
 class BucketEncryption(TypedDict):
-    ServerSideEncryptionConfiguration: Optional[list[ServerSideEncryptionRule]]
+    ServerSideEncryptionConfiguration: list[ServerSideEncryptionRule] | None
 
 
 class CorsRule(TypedDict):
-    AllowedMethods: Optional[list[str]]
-    AllowedOrigins: Optional[list[str]]
-    AllowedHeaders: Optional[list[str]]
-    ExposedHeaders: Optional[list[str]]
-    Id: Optional[str]
-    MaxAge: Optional[int]
+    AllowedMethods: list[str] | None
+    AllowedOrigins: list[str] | None
+    AllowedHeaders: list[str] | None
+    ExposedHeaders: list[str] | None
+    Id: str | None
+    MaxAge: int | None
 
 
 class CorsConfiguration(TypedDict):
-    CorsRules: Optional[list[CorsRule]]
+    CorsRules: list[CorsRule] | None
 
 
 class Tiering(TypedDict):
-    AccessTier: Optional[str]
-    Days: Optional[int]
+    AccessTier: str | None
+    Days: int | None
 
 
 class IntelligentTieringConfiguration(TypedDict):
-    Id: Optional[str]
-    Status: Optional[str]
-    Tierings: Optional[list[Tiering]]
-    Prefix: Optional[str]
-    TagFilters: Optional[list[TagFilter]]
+    Id: str | None
+    Status: str | None
+    Tierings: list[Tiering] | None
+    Prefix: str | None
+    TagFilters: list[TagFilter] | None
 
 
 class InventoryConfiguration(TypedDict):
-    Destination: Optional[Destination]
-    Enabled: Optional[bool]
-    Id: Optional[str]
-    IncludedObjectVersions: Optional[str]
-    ScheduleFrequency: Optional[str]
-    OptionalFields: Optional[list[str]]
-    Prefix: Optional[str]
+    Destination: Destination | None
+    Enabled: bool | None
+    Id: str | None
+    IncludedObjectVersions: str | None
+    ScheduleFrequency: str | None
+    OptionalFields: list[str] | None
+    Prefix: str | None
 
 
 class AbortIncompleteMultipartUpload(TypedDict):
-    DaysAfterInitiation: Optional[int]
+    DaysAfterInitiation: int | None
 
 
 class NoncurrentVersionExpiration(TypedDict):
-    NoncurrentDays: Optional[int]
-    NewerNoncurrentVersions: Optional[int]
+    NoncurrentDays: int | None
+    NewerNoncurrentVersions: int | None
 
 
 class NoncurrentVersionTransition(TypedDict):
-    StorageClass: Optional[str]
-    TransitionInDays: Optional[int]
-    NewerNoncurrentVersions: Optional[int]
+    StorageClass: str | None
+    TransitionInDays: int | None
+    NewerNoncurrentVersions: int | None
 
 
 class Transition(TypedDict):
-    StorageClass: Optional[str]
-    TransitionDate: Optional[str]
-    TransitionInDays: Optional[int]
+    StorageClass: str | None
+    TransitionDate: str | None
+    TransitionInDays: int | None
 
 
 class Rule(TypedDict):
-    Status: Optional[str]
-    AbortIncompleteMultipartUpload: Optional[AbortIncompleteMultipartUpload]
-    ExpirationDate: Optional[str]
-    ExpirationInDays: Optional[int]
-    ExpiredObjectDeleteMarker: Optional[bool]
-    Id: Optional[str]
-    NoncurrentVersionExpiration: Optional[NoncurrentVersionExpiration]
-    NoncurrentVersionExpirationInDays: Optional[int]
-    NoncurrentVersionTransition: Optional[NoncurrentVersionTransition]
-    NoncurrentVersionTransitions: Optional[list[NoncurrentVersionTransition]]
-    ObjectSizeGreaterThan: Optional[str]
-    ObjectSizeLessThan: Optional[str]
-    Prefix: Optional[str]
-    TagFilters: Optional[list[TagFilter]]
-    Transition: Optional[Transition]
-    Transitions: Optional[list[Transition]]
+    Status: str | None
+    AbortIncompleteMultipartUpload: AbortIncompleteMultipartUpload | None
+    ExpirationDate: str | None
+    ExpirationInDays: int | None
+    ExpiredObjectDeleteMarker: bool | None
+    Id: str | None
+    NoncurrentVersionExpiration: NoncurrentVersionExpiration | None
+    NoncurrentVersionExpirationInDays: int | None
+    NoncurrentVersionTransition: NoncurrentVersionTransition | None
+    NoncurrentVersionTransitions: list[NoncurrentVersionTransition] | None
+    ObjectSizeGreaterThan: str | None
+    ObjectSizeLessThan: str | None
+    Prefix: str | None
+    TagFilters: list[TagFilter] | None
+    Transition: Transition | None
+    Transitions: list[Transition] | None
 
 
 class LifecycleConfiguration(TypedDict):
-    Rules: Optional[list[Rule]]
+    Rules: list[Rule] | None
 
 
 class LoggingConfiguration(TypedDict):
-    DestinationBucketName: Optional[str]
-    LogFilePrefix: Optional[str]
+    DestinationBucketName: str | None
+    LogFilePrefix: str | None
 
 
 class MetricsConfiguration(TypedDict):
-    Id: Optional[str]
-    AccessPointArn: Optional[str]
-    Prefix: Optional[str]
-    TagFilters: Optional[list[TagFilter]]
+    Id: str | None
+    AccessPointArn: str | None
+    Prefix: str | None
+    TagFilters: list[TagFilter] | None
 
 
 class EventBridgeConfiguration(TypedDict):
-    EventBridgeEnabled: Optional[bool]
+    EventBridgeEnabled: bool | None
 
 
 class FilterRule(TypedDict):
-    Name: Optional[str]
-    Value: Optional[str]
+    Name: str | None
+    Value: str | None
 
 
 class S3KeyFilter(TypedDict):
-    Rules: Optional[list[FilterRule]]
+    Rules: list[FilterRule] | None
 
 
 class NotificationFilter(TypedDict):
-    S3Key: Optional[S3KeyFilter]
+    S3Key: S3KeyFilter | None
 
 
 class LambdaConfiguration(TypedDict):
-    Event: Optional[str]
-    Function: Optional[str]
-    Filter: Optional[NotificationFilter]
+    Event: str | None
+    Function: str | None
+    Filter: NotificationFilter | None
 
 
 class QueueConfiguration(TypedDict):
-    Event: Optional[str]
-    Queue: Optional[str]
-    Filter: Optional[NotificationFilter]
+    Event: str | None
+    Queue: str | None
+    Filter: NotificationFilter | None
 
 
 class TopicConfiguration(TypedDict):
-    Event: Optional[str]
-    Topic: Optional[str]
-    Filter: Optional[NotificationFilter]
+    Event: str | None
+    Topic: str | None
+    Filter: NotificationFilter | None
 
 
 class NotificationConfiguration(TypedDict):
-    EventBridgeConfiguration: Optional[EventBridgeConfiguration]
-    LambdaConfigurations: Optional[list[LambdaConfiguration]]
-    QueueConfigurations: Optional[list[QueueConfiguration]]
-    TopicConfigurations: Optional[list[TopicConfiguration]]
+    EventBridgeConfiguration: EventBridgeConfiguration | None
+    LambdaConfigurations: list[LambdaConfiguration] | None
+    QueueConfigurations: list[QueueConfiguration] | None
+    TopicConfigurations: list[TopicConfiguration] | None
 
 
 class DefaultRetention(TypedDict):
-    Days: Optional[int]
-    Mode: Optional[str]
-    Years: Optional[int]
+    Days: int | None
+    Mode: str | None
+    Years: int | None
 
 
 class ObjectLockRule(TypedDict):
-    DefaultRetention: Optional[DefaultRetention]
+    DefaultRetention: DefaultRetention | None
 
 
 class ObjectLockConfiguration(TypedDict):
-    ObjectLockEnabled: Optional[str]
-    Rule: Optional[ObjectLockRule]
+    ObjectLockEnabled: str | None
+    Rule: ObjectLockRule | None
 
 
 class OwnershipControlsRule(TypedDict):
-    ObjectOwnership: Optional[str]
+    ObjectOwnership: str | None
 
 
 class OwnershipControls(TypedDict):
-    Rules: Optional[list[OwnershipControlsRule]]
+    Rules: list[OwnershipControlsRule] | None
 
 
 class PublicAccessBlockConfiguration(TypedDict):
-    BlockPublicAcls: Optional[bool]
-    BlockPublicPolicy: Optional[bool]
-    IgnorePublicAcls: Optional[bool]
-    RestrictPublicBuckets: Optional[bool]
+    BlockPublicAcls: bool | None
+    BlockPublicPolicy: bool | None
+    IgnorePublicAcls: bool | None
+    RestrictPublicBuckets: bool | None
 
 
 class DeleteMarkerReplication(TypedDict):
-    Status: Optional[str]
+    Status: str | None
 
 
 class AccessControlTranslation(TypedDict):
-    Owner: Optional[str]
+    Owner: str | None
 
 
 class EncryptionConfiguration(TypedDict):
-    ReplicaKmsKeyID: Optional[str]
+    ReplicaKmsKeyID: str | None
 
 
 class ReplicationTimeValue(TypedDict):
-    Minutes: Optional[int]
+    Minutes: int | None
 
 
 class Metrics(TypedDict):
-    Status: Optional[str]
-    EventThreshold: Optional[ReplicationTimeValue]
+    Status: str | None
+    EventThreshold: ReplicationTimeValue | None
 
 
 class ReplicationTime(TypedDict):
-    Status: Optional[str]
-    Time: Optional[ReplicationTimeValue]
+    Status: str | None
+    Time: ReplicationTimeValue | None
 
 
 class ReplicationDestination(TypedDict):
-    Bucket: Optional[str]
-    AccessControlTranslation: Optional[AccessControlTranslation]
-    Account: Optional[str]
-    EncryptionConfiguration: Optional[EncryptionConfiguration]
-    Metrics: Optional[Metrics]
-    ReplicationTime: Optional[ReplicationTime]
-    StorageClass: Optional[str]
+    Bucket: str | None
+    AccessControlTranslation: AccessControlTranslation | None
+    Account: str | None
+    EncryptionConfiguration: EncryptionConfiguration | None
+    Metrics: Metrics | None
+    ReplicationTime: ReplicationTime | None
+    StorageClass: str | None
 
 
 class ReplicationRuleAndOperator(TypedDict):
-    Prefix: Optional[str]
-    TagFilters: Optional[list[TagFilter]]
+    Prefix: str | None
+    TagFilters: list[TagFilter] | None
 
 
 class ReplicationRuleFilter(TypedDict):
-    And: Optional[ReplicationRuleAndOperator]
-    Prefix: Optional[str]
-    TagFilter: Optional[TagFilter]
+    And: ReplicationRuleAndOperator | None
+    Prefix: str | None
+    TagFilter: TagFilter | None
 
 
 class ReplicaModifications(TypedDict):
-    Status: Optional[str]
+    Status: str | None
 
 
 class SseKmsEncryptedObjects(TypedDict):
-    Status: Optional[str]
+    Status: str | None
 
 
 class SourceSelectionCriteria(TypedDict):
-    ReplicaModifications: Optional[ReplicaModifications]
-    SseKmsEncryptedObjects: Optional[SseKmsEncryptedObjects]
+    ReplicaModifications: ReplicaModifications | None
+    SseKmsEncryptedObjects: SseKmsEncryptedObjects | None
 
 
 class ReplicationRule(TypedDict):
-    Destination: Optional[ReplicationDestination]
-    Status: Optional[str]
-    DeleteMarkerReplication: Optional[DeleteMarkerReplication]
-    Filter: Optional[ReplicationRuleFilter]
-    Id: Optional[str]
-    Prefix: Optional[str]
-    Priority: Optional[int]
-    SourceSelectionCriteria: Optional[SourceSelectionCriteria]
+    Destination: ReplicationDestination | None
+    Status: str | None
+    DeleteMarkerReplication: DeleteMarkerReplication | None
+    Filter: ReplicationRuleFilter | None
+    Id: str | None
+    Prefix: str | None
+    Priority: int | None
+    SourceSelectionCriteria: SourceSelectionCriteria | None
 
 
 class ReplicationConfiguration(TypedDict):
-    Role: Optional[str]
-    Rules: Optional[list[ReplicationRule]]
+    Role: str | None
+    Rules: list[ReplicationRule] | None
 
 
 class Tag(TypedDict):
-    Key: Optional[str]
-    Value: Optional[str]
+    Key: str | None
+    Value: str | None
 
 
 class VersioningConfiguration(TypedDict):
-    Status: Optional[str]
+    Status: str | None
 
 
 class RedirectRule(TypedDict):
-    HostName: Optional[str]
-    HttpRedirectCode: Optional[str]
-    Protocol: Optional[str]
-    ReplaceKeyPrefixWith: Optional[str]
-    ReplaceKeyWith: Optional[str]
+    HostName: str | None
+    HttpRedirectCode: str | None
+    Protocol: str | None
+    ReplaceKeyPrefixWith: str | None
+    ReplaceKeyWith: str | None
 
 
 class RoutingRuleCondition(TypedDict):
-    HttpErrorCodeReturnedEquals: Optional[str]
-    KeyPrefixEquals: Optional[str]
+    HttpErrorCodeReturnedEquals: str | None
+    KeyPrefixEquals: str | None
 
 
 class RoutingRule(TypedDict):
-    RedirectRule: Optional[RedirectRule]
-    RoutingRuleCondition: Optional[RoutingRuleCondition]
+    RedirectRule: RedirectRule | None
+    RoutingRuleCondition: RoutingRuleCondition | None
 
 
 class RedirectAllRequestsTo(TypedDict):
-    HostName: Optional[str]
-    Protocol: Optional[str]
+    HostName: str | None
+    Protocol: str | None
 
 
 class WebsiteConfiguration(TypedDict):
-    ErrorDocument: Optional[str]
-    IndexDocument: Optional[str]
-    RedirectAllRequestsTo: Optional[RedirectAllRequestsTo]
-    RoutingRules: Optional[list[RoutingRule]]
+    ErrorDocument: str | None
+    IndexDocument: str | None
+    RedirectAllRequestsTo: RedirectAllRequestsTo | None
+    RoutingRules: list[RoutingRule] | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/s3/resource_providers/aws_s3_bucket_plugin.py b/localstack-core/localstack/services/s3/resource_providers/aws_s3_bucket_plugin.py
index d79e772ca7a65..c08b38facd9c3 100644
--- a/localstack-core/localstack/services/s3/resource_providers/aws_s3_bucket_plugin.py
+++ b/localstack-core/localstack/services/s3/resource_providers/aws_s3_bucket_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class S3BucketProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::S3::Bucket"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.s3.resource_providers.aws_s3_bucket import S3BucketProvider
diff --git a/localstack-core/localstack/services/s3/resource_providers/aws_s3_bucketpolicy.py b/localstack-core/localstack/services/s3/resource_providers/aws_s3_bucketpolicy.py
index 78c5db3544efa..fa585d7f5fdec 100644
--- a/localstack-core/localstack/services/s3/resource_providers/aws_s3_bucketpolicy.py
+++ b/localstack-core/localstack/services/s3/resource_providers/aws_s3_bucketpolicy.py
@@ -3,7 +3,7 @@
 
 import json
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -17,9 +17,9 @@
 
 
 class S3BucketPolicyProperties(TypedDict):
-    Bucket: Optional[str]
-    PolicyDocument: Optional[dict]
-    Id: Optional[str]
+    Bucket: str | None
+    PolicyDocument: dict | None
+    Id: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/s3/resource_providers/aws_s3_bucketpolicy_plugin.py b/localstack-core/localstack/services/s3/resource_providers/aws_s3_bucketpolicy_plugin.py
index 1589f69b38ad6..3d0f58bdd4e19 100644
--- a/localstack-core/localstack/services/s3/resource_providers/aws_s3_bucketpolicy_plugin.py
+++ b/localstack-core/localstack/services/s3/resource_providers/aws_s3_bucketpolicy_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class S3BucketPolicyProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::S3::BucketPolicy"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.s3.resource_providers.aws_s3_bucketpolicy import (
diff --git a/localstack-core/localstack/services/s3/storage/core.py b/localstack-core/localstack/services/s3/storage/core.py
index d925f3cfc2b7e..b6962275c3e33 100644
--- a/localstack-core/localstack/services/s3/storage/core.py
+++ b/localstack-core/localstack/services/s3/storage/core.py
@@ -1,6 +1,7 @@
 import abc
+from collections.abc import Iterable, Iterator
 from io import RawIOBase
-from typing import IO, Iterable, Iterator, Literal, Optional
+from typing import IO, Literal
 
 from localstack.aws.api.s3 import BucketName, PartNumber
 from localstack.services.s3.models import S3Multipart, S3Object, S3Part
@@ -108,7 +109,7 @@ def last_modified(self) -> int:
 
     @property
     @abc.abstractmethod
-    def checksum(self) -> Optional[str]:
+    def checksum(self) -> str | None:
         if not self.s3_object.checksum_algorithm:
             return None
 
@@ -170,7 +171,7 @@ def copy_from_object(
         s3_part: S3Part,
         src_bucket: BucketName,
         src_s3_object: S3Object,
-        range_data: Optional[ObjectRange],
+        range_data: ObjectRange | None,
     ) -> None:
         pass
 
diff --git a/localstack-core/localstack/services/s3/storage/ephemeral.py b/localstack-core/localstack/services/s3/storage/ephemeral.py
index 64fc3440d7996..ebc21c61215b2 100644
--- a/localstack-core/localstack/services/s3/storage/ephemeral.py
+++ b/localstack-core/localstack/services/s3/storage/ephemeral.py
@@ -4,11 +4,12 @@
 import threading
 import time
 from collections import defaultdict
+from collections.abc import Iterator
 from io import BytesIO, UnsupportedOperation
 from shutil import rmtree
 from tempfile import SpooledTemporaryFile, mkdtemp
 from threading import RLock
-from typing import IO, Iterator, Literal, Optional, TypedDict
+from typing import IO, Literal, TypedDict
 
 from readerwriterlock import rwlock
 
@@ -61,9 +62,9 @@ class EphemeralS3StoredObject(S3StoredObject):
     file: LockedSpooledTemporaryFile
     size: int
     _pos: int
-    etag: Optional[str]
-    checksum_hash: Optional[ChecksumHash]
-    _checksum: Optional[str]
+    etag: str | None
+    checksum_hash: ChecksumHash | None
+    _checksum: str | None
     _lock: rwlock.Lockable
 
     def __init__(
@@ -202,7 +203,7 @@ def last_modified(self) -> int:
         return self.file.internal_last_modified
 
     @property
-    def checksum(self) -> Optional[str]:
+    def checksum(self) -> str | None:
         """
         Return the object checksum base64 encoded, if the S3Object has a checksum algorithm.
         If the checksum hasn't been calculated, this method will iterate over the file again to recalculate it.
@@ -323,7 +324,7 @@ def copy_from_object(
         s3_part: S3Part,
         src_bucket: BucketName,
         src_s3_object: S3Object,
-        range_data: Optional[ObjectRange],
+        range_data: ObjectRange | None,
     ) -> None:
         """
         Create and add an EphemeralS3StoredObject to the Multipart collection, with an S3Object as input. This will
diff --git a/localstack-core/localstack/services/s3/utils.py b/localstack-core/localstack/services/s3/utils.py
index 8592de4712594..96375294d4b6b 100644
--- a/localstack-core/localstack/services/s3/utils.py
+++ b/localstack-core/localstack/services/s3/utils.py
@@ -9,7 +9,7 @@
 import zlib
 from enum import StrEnum
 from secrets import token_bytes
-from typing import Any, Dict, Literal, NamedTuple, Optional, Protocol, Tuple, Union
+from typing import Any, Literal, NamedTuple, Protocol
 from urllib import parse as urlparser
 from zoneinfo import ZoneInfo
 
@@ -143,7 +143,7 @@ def get_owner_for_account_id(account_id: str):
 
 def extract_bucket_key_version_id_from_copy_source(
     copy_source: CopySource,
-) -> tuple[BucketName, ObjectKey, Optional[ObjectVersionId]]:
+) -> tuple[BucketName, ObjectKey, ObjectVersionId | None]:
     """
     Utility to parse bucket name, object key and optionally its versionId. It accepts the CopySource format:
     - <bucket-name/<object-key>?versionId=<version-id>, used for example in CopySource for CopyObject
@@ -482,7 +482,7 @@ def is_valid_canonical_id(canonical_id: str) -> bool:
         return False
 
 
-def uses_host_addressing(headers: Dict[str, str]) -> str | None:
+def uses_host_addressing(headers: dict[str, str]) -> str | None:
     """
     Determines if the request is targeting S3 with virtual host addressing
     :param headers: the request headers
@@ -522,7 +522,7 @@ def forwarded_from_virtual_host_addressed_request(headers: dict[str, str]) -> bo
 
 def extract_bucket_name_and_key_from_headers_and_path(
     headers: dict[str, str], path: str
-) -> tuple[Optional[str], Optional[str]]:
+) -> tuple[str | None, str | None]:
     """
     Extract the bucket name and the object key from a request headers and path. This works with both virtual host
     and path style requests.
@@ -556,7 +556,7 @@ def normalize_bucket_name(bucket_name):
     return bucket_name
 
 
-def get_bucket_and_key_from_s3_uri(s3_uri: str) -> Tuple[str, str]:
+def get_bucket_and_key_from_s3_uri(s3_uri: str) -> tuple[str, str]:
     """
     Extracts the bucket name and key from s3 uri
     """
@@ -564,7 +564,7 @@ def get_bucket_and_key_from_s3_uri(s3_uri: str) -> Tuple[str, str]:
     return output_bucket, output_key
 
 
-def get_bucket_and_key_from_presign_url(presign_url: str) -> Tuple[str, str]:
+def get_bucket_and_key_from_presign_url(presign_url: str) -> tuple[str, str]:
     """
     Extracts the bucket name and key from s3 presign url
     """
@@ -575,7 +575,7 @@ def get_bucket_and_key_from_presign_url(presign_url: str) -> Tuple[str, str]:
 
 
 def _create_invalid_argument_exc(
-    message: Union[str, None], name: str, value: str, host_id: str = None
+    message: str | None, name: str, value: str, host_id: str = None
 ) -> InvalidArgument:
     ex = InvalidArgument(message)
     ex.ArgumentName = name
@@ -589,7 +589,7 @@ def capitalize_header_name_from_snake_case(header_name: str) -> str:
     return "-".join([part.capitalize() for part in header_name.split("-")])
 
 
-def get_kms_key_arn(kms_key: str, account_id: str, bucket_region: str) -> Optional[str]:
+def get_kms_key_arn(kms_key: str, account_id: str, bucket_region: str) -> str | None:
     """
     In S3, the KMS key can be passed as a KeyId or a KeyArn. This method allows to always get the KeyArn from either.
     It can also validate if the key is in the same region, and raise an exception.
@@ -762,7 +762,7 @@ def _match_lifecycle_filter(
 
 def parse_expiration_header(
     expiration_header: str,
-) -> tuple[Optional[datetime.datetime], Optional[str]]:
+) -> tuple[datetime.datetime | None, str | None]:
     try:
         header_values = dict(
             (p.strip('"') for p in v.split("=")) for v in expiration_header.split('", ')
@@ -878,7 +878,7 @@ def get_retention_from_now(days: int = None, years: int = None) -> datetime.date
 
 def get_failed_precondition_copy_source(
     request: CopyObjectRequest, last_modified: datetime.datetime, etag: ETag
-) -> Optional[str]:
+) -> str | None:
     """
     Validate if the source object LastModified and ETag matches a precondition, and if it does, return the failed
     precondition
@@ -1019,7 +1019,7 @@ def create_redirect_for_post_request(
     return urlparser.urlunparse(newparts)
 
 
-def parse_post_object_tagging_xml(tagging: str) -> Optional[dict]:
+def parse_post_object_tagging_xml(tagging: str) -> dict | None:
     try:
         tag_set = {}
         tags = xmltodict.parse(tagging)
diff --git a/localstack-core/localstack/services/s3/validation.py b/localstack-core/localstack/services/s3/validation.py
index 884b9f6cd11ba..70bc8af38bbfa 100644
--- a/localstack-core/localstack/services/s3/validation.py
+++ b/localstack-core/localstack/services/s3/validation.py
@@ -173,7 +173,7 @@ def validate_acl_acp(acp: AccessControlPolicy) -> None:
             continue
 
         elif grant_type == GranteeType.CanonicalUser and not is_valid_canonical_id(
-            (grantee_id := grantee.get("ID", ""))
+            grantee_id := grantee.get("ID", "")
         ):
             ex = _create_invalid_argument_exc("Invalid id", "CanonicalUser/ID", grantee_id)
             raise ex
diff --git a/localstack-core/localstack/services/s3/website_hosting.py b/localstack-core/localstack/services/s3/website_hosting.py
index 141dc4e935105..c6e6aa3b83579 100644
--- a/localstack-core/localstack/services/s3/website_hosting.py
+++ b/localstack-core/localstack/services/s3/website_hosting.py
@@ -1,7 +1,7 @@
 import logging
 import re
+from collections.abc import Callable
 from functools import wraps
-from typing import Callable, Dict, Optional, Union
 from urllib.parse import urlparse
 
 from werkzeug.datastructures import Headers
@@ -32,8 +32,8 @@ class NoSuchKeyFromErrorDocument(NoSuchKey):
     code: str = "NoSuchKey"
     sender_fault: bool = False
     status_code: int = 404
-    Key: Optional[ObjectKey]
-    ErrorDocumentKey: Optional[ObjectKey]
+    Key: ObjectKey | None
+    ErrorDocumentKey: ObjectKey | None
 
 
 class S3WebsiteHostingHandler:
@@ -223,7 +223,7 @@ def _return_error_document(
             )
 
     @staticmethod
-    def _get_response_headers_from_object(get_object_response: GetObjectOutput) -> Dict[str, str]:
+    def _get_response_headers_from_object(get_object_response: GetObjectOutput) -> dict[str, str]:
         """
         Only return some headers from the S3 Object
         :param get_object_response: the response from S3.GetObject
@@ -248,7 +248,7 @@ def _check_if_headers(headers: Headers, s3_object: GetObjectOutput) -> bool:
     @staticmethod
     def _find_matching_rule(
         routing_rules: RoutingRules, object_key: ObjectKey, error_code: int = None
-    ) -> Union[RoutingRule, None]:
+    ) -> RoutingRule | None:
         """
         Iterate over the routing rules set in the configuration, and return the first that match the key name and/or the
         error code (in the 4XX range).
diff --git a/localstack-core/localstack/services/scheduler/resource_providers/aws_scheduler_schedule.py b/localstack-core/localstack/services/scheduler/resource_providers/aws_scheduler_schedule.py
index adfc5316062ab..61b8e3e98fc3f 100644
--- a/localstack-core/localstack/services/scheduler/resource_providers/aws_scheduler_schedule.py
+++ b/localstack-core/localstack/services/scheduler/resource_providers/aws_scheduler_schedule.py
@@ -2,7 +2,7 @@
 from __future__ import annotations
 
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -14,110 +14,110 @@
 
 
 class SchedulerScheduleProperties(TypedDict):
-    FlexibleTimeWindow: Optional[FlexibleTimeWindow]
-    ScheduleExpression: Optional[str]
-    Target: Optional[Target]
-    Arn: Optional[str]
-    Description: Optional[str]
-    EndDate: Optional[str]
-    GroupName: Optional[str]
-    KmsKeyArn: Optional[str]
-    Name: Optional[str]
-    ScheduleExpressionTimezone: Optional[str]
-    StartDate: Optional[str]
-    State: Optional[str]
+    FlexibleTimeWindow: FlexibleTimeWindow | None
+    ScheduleExpression: str | None
+    Target: Target | None
+    Arn: str | None
+    Description: str | None
+    EndDate: str | None
+    GroupName: str | None
+    KmsKeyArn: str | None
+    Name: str | None
+    ScheduleExpressionTimezone: str | None
+    StartDate: str | None
+    State: str | None
 
 
 class FlexibleTimeWindow(TypedDict):
-    Mode: Optional[str]
-    MaximumWindowInMinutes: Optional[float]
+    Mode: str | None
+    MaximumWindowInMinutes: float | None
 
 
 class DeadLetterConfig(TypedDict):
-    Arn: Optional[str]
+    Arn: str | None
 
 
 class RetryPolicy(TypedDict):
-    MaximumEventAgeInSeconds: Optional[float]
-    MaximumRetryAttempts: Optional[float]
+    MaximumEventAgeInSeconds: float | None
+    MaximumRetryAttempts: float | None
 
 
 class AwsVpcConfiguration(TypedDict):
-    Subnets: Optional[list[str]]
-    AssignPublicIp: Optional[str]
-    SecurityGroups: Optional[list[str]]
+    Subnets: list[str] | None
+    AssignPublicIp: str | None
+    SecurityGroups: list[str] | None
 
 
 class NetworkConfiguration(TypedDict):
-    AwsvpcConfiguration: Optional[AwsVpcConfiguration]
+    AwsvpcConfiguration: AwsVpcConfiguration | None
 
 
 class CapacityProviderStrategyItem(TypedDict):
-    CapacityProvider: Optional[str]
-    Base: Optional[float]
-    Weight: Optional[float]
+    CapacityProvider: str | None
+    Base: float | None
+    Weight: float | None
 
 
 class PlacementConstraint(TypedDict):
-    Expression: Optional[str]
-    Type: Optional[str]
+    Expression: str | None
+    Type: str | None
 
 
 class PlacementStrategy(TypedDict):
-    Field: Optional[str]
-    Type: Optional[str]
+    Field: str | None
+    Type: str | None
 
 
 class EcsParameters(TypedDict):
-    TaskDefinitionArn: Optional[str]
-    CapacityProviderStrategy: Optional[list[CapacityProviderStrategyItem]]
-    EnableECSManagedTags: Optional[bool]
-    EnableExecuteCommand: Optional[bool]
-    Group: Optional[str]
-    LaunchType: Optional[str]
-    NetworkConfiguration: Optional[NetworkConfiguration]
-    PlacementConstraints: Optional[list[PlacementConstraint]]
-    PlacementStrategy: Optional[list[PlacementStrategy]]
-    PlatformVersion: Optional[str]
-    PropagateTags: Optional[str]
-    ReferenceId: Optional[str]
-    Tags: Optional[list[dict]]
-    TaskCount: Optional[float]
+    TaskDefinitionArn: str | None
+    CapacityProviderStrategy: list[CapacityProviderStrategyItem] | None
+    EnableECSManagedTags: bool | None
+    EnableExecuteCommand: bool | None
+    Group: str | None
+    LaunchType: str | None
+    NetworkConfiguration: NetworkConfiguration | None
+    PlacementConstraints: list[PlacementConstraint] | None
+    PlacementStrategy: list[PlacementStrategy] | None
+    PlatformVersion: str | None
+    PropagateTags: str | None
+    ReferenceId: str | None
+    Tags: list[dict] | None
+    TaskCount: float | None
 
 
 class EventBridgeParameters(TypedDict):
-    DetailType: Optional[str]
-    Source: Optional[str]
+    DetailType: str | None
+    Source: str | None
 
 
 class KinesisParameters(TypedDict):
-    PartitionKey: Optional[str]
+    PartitionKey: str | None
 
 
 class SageMakerPipelineParameter(TypedDict):
-    Name: Optional[str]
-    Value: Optional[str]
+    Name: str | None
+    Value: str | None
 
 
 class SageMakerPipelineParameters(TypedDict):
-    PipelineParameterList: Optional[list[SageMakerPipelineParameter]]
+    PipelineParameterList: list[SageMakerPipelineParameter] | None
 
 
 class SqsParameters(TypedDict):
-    MessageGroupId: Optional[str]
+    MessageGroupId: str | None
 
 
 class Target(TypedDict):
-    Arn: Optional[str]
-    RoleArn: Optional[str]
-    DeadLetterConfig: Optional[DeadLetterConfig]
-    EcsParameters: Optional[EcsParameters]
-    EventBridgeParameters: Optional[EventBridgeParameters]
-    Input: Optional[str]
-    KinesisParameters: Optional[KinesisParameters]
-    RetryPolicy: Optional[RetryPolicy]
-    SageMakerPipelineParameters: Optional[SageMakerPipelineParameters]
-    SqsParameters: Optional[SqsParameters]
+    Arn: str | None
+    RoleArn: str | None
+    DeadLetterConfig: DeadLetterConfig | None
+    EcsParameters: EcsParameters | None
+    EventBridgeParameters: EventBridgeParameters | None
+    Input: str | None
+    KinesisParameters: KinesisParameters | None
+    RetryPolicy: RetryPolicy | None
+    SageMakerPipelineParameters: SageMakerPipelineParameters | None
+    SqsParameters: SqsParameters | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/scheduler/resource_providers/aws_scheduler_schedule_plugin.py b/localstack-core/localstack/services/scheduler/resource_providers/aws_scheduler_schedule_plugin.py
index b5fc742b5377b..57a87b915c7a9 100644
--- a/localstack-core/localstack/services/scheduler/resource_providers/aws_scheduler_schedule_plugin.py
+++ b/localstack-core/localstack/services/scheduler/resource_providers/aws_scheduler_schedule_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class SchedulerScheduleProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::Scheduler::Schedule"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.scheduler.resource_providers.aws_scheduler_schedule import (
diff --git a/localstack-core/localstack/services/scheduler/resource_providers/aws_scheduler_schedulegroup.py b/localstack-core/localstack/services/scheduler/resource_providers/aws_scheduler_schedulegroup.py
index 913ce73707551..ace7a4aeb9767 100644
--- a/localstack-core/localstack/services/scheduler/resource_providers/aws_scheduler_schedulegroup.py
+++ b/localstack-core/localstack/services/scheduler/resource_providers/aws_scheduler_schedulegroup.py
@@ -2,7 +2,7 @@
 from __future__ import annotations
 
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -14,17 +14,17 @@
 
 
 class SchedulerScheduleGroupProperties(TypedDict):
-    Arn: Optional[str]
-    CreationDate: Optional[str]
-    LastModificationDate: Optional[str]
-    Name: Optional[str]
-    State: Optional[str]
-    Tags: Optional[list[Tag]]
+    Arn: str | None
+    CreationDate: str | None
+    LastModificationDate: str | None
+    Name: str | None
+    State: str | None
+    Tags: list[Tag] | None
 
 
 class Tag(TypedDict):
-    Key: Optional[str]
-    Value: Optional[str]
+    Key: str | None
+    Value: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/scheduler/resource_providers/aws_scheduler_schedulegroup_plugin.py b/localstack-core/localstack/services/scheduler/resource_providers/aws_scheduler_schedulegroup_plugin.py
index 2f76e843976f7..a2c649960097e 100644
--- a/localstack-core/localstack/services/scheduler/resource_providers/aws_scheduler_schedulegroup_plugin.py
+++ b/localstack-core/localstack/services/scheduler/resource_providers/aws_scheduler_schedulegroup_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class SchedulerScheduleGroupProviderPlugin(CloudFormationResourceProviderPlugin)
     name = "AWS::Scheduler::ScheduleGroup"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.scheduler.resource_providers.aws_scheduler_schedulegroup import (
diff --git a/localstack-core/localstack/services/secretsmanager/provider.py b/localstack-core/localstack/services/secretsmanager/provider.py
index 5838732f2c4b0..74737014b2a05 100644
--- a/localstack-core/localstack/services/secretsmanager/provider.py
+++ b/localstack-core/localstack/services/secretsmanager/provider.py
@@ -5,7 +5,7 @@
 import logging
 import re
 import time
-from typing import Any, Final, Optional, Union
+from typing import Any, Final
 
 import moto.secretsmanager.exceptions as moto_exception
 from botocore.utils import InvalidArnException
@@ -135,7 +135,7 @@ def _validate_secret_id(secret_id: SecretIdType) -> bool:
         return bool(re.match(r"^[A-Za-z0-9/_+=.@-]+\Z", secret_id))
 
     @staticmethod
-    def _raise_if_invalid_secret_id(secret_id: Union[SecretIdType, NameType]):
+    def _raise_if_invalid_secret_id(secret_id: SecretIdType | NameType):
         # Patches moto's implementation for which secret_ids are not validated, by raising a ValidationException.
         # Skips this check if the secret_id provided appears to be an arn (starting with 'arn:').
         if not re.match(
@@ -149,12 +149,10 @@ def _raise_if_invalid_secret_id(secret_id: Union[SecretIdType, NameType]):
 
     @staticmethod
     def _raise_if_missing_client_req_token(
-        request: Union[
-            CreateSecretRequest,
-            PutSecretValueRequest,
-            RotateSecretRequest,
-            UpdateSecretRequest,
-        ],
+        request: CreateSecretRequest
+        | PutSecretValueRequest
+        | RotateSecretRequest
+        | UpdateSecretRequest,
     ):
         if "ClientRequestToken" not in request:
             raise InvalidRequestException(
@@ -201,8 +199,8 @@ def delete_secret(
     ) -> DeleteSecretResponse:
         secret_id: str = request["SecretId"]
         self._raise_if_invalid_secret_id(secret_id)
-        recovery_window_in_days: Optional[int] = request.get("RecoveryWindowInDays")
-        force_delete_without_recovery: Optional[bool] = request.get("ForceDeleteWithoutRecovery")
+        recovery_window_in_days: int | None = request.get("RecoveryWindowInDays")
+        force_delete_without_recovery: bool | None = request.get("ForceDeleteWithoutRecovery")
 
         backend = SecretsmanagerProvider.get_moto_backend_for_resource(secret_id, context)
         try:
@@ -495,7 +493,7 @@ def moto_smb_get_secret_value(fn, self, secret_id, version_id, version_stage):
 def moto_smb_create_secret(fn, self, name, *args, **kwargs):
     # Creating a secret with a SecretId equal to one that is scheduled for
     # deletion should raise an 'InvalidRequestException'.
-    secret: Optional[FakeSecret] = self.secrets.get(name)
+    secret: FakeSecret | None = self.secrets.get(name)
     if secret is not None and secret.deleted_date is not None:
         raise InvalidRequestException(AWS_INVALID_REQUEST_MESSAGE_CREATE_WITH_SCHEDULED_DELETION)
 
diff --git a/localstack-core/localstack/services/secretsmanager/resource_providers/aws_secretsmanager_resourcepolicy.py b/localstack-core/localstack/services/secretsmanager/resource_providers/aws_secretsmanager_resourcepolicy.py
index 53784023f67f5..4a99783e2d1ef 100644
--- a/localstack-core/localstack/services/secretsmanager/resource_providers/aws_secretsmanager_resourcepolicy.py
+++ b/localstack-core/localstack/services/secretsmanager/resource_providers/aws_secretsmanager_resourcepolicy.py
@@ -3,7 +3,7 @@
 
 import json
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -15,10 +15,10 @@
 
 
 class SecretsManagerResourcePolicyProperties(TypedDict):
-    ResourcePolicy: Optional[dict]
-    SecretId: Optional[str]
-    BlockPublicPolicy: Optional[bool]
-    Id: Optional[str]
+    ResourcePolicy: dict | None
+    SecretId: str | None
+    BlockPublicPolicy: bool | None
+    Id: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/secretsmanager/resource_providers/aws_secretsmanager_resourcepolicy_plugin.py b/localstack-core/localstack/services/secretsmanager/resource_providers/aws_secretsmanager_resourcepolicy_plugin.py
index 1571bbfd89afc..19d7425eeedcb 100644
--- a/localstack-core/localstack/services/secretsmanager/resource_providers/aws_secretsmanager_resourcepolicy_plugin.py
+++ b/localstack-core/localstack/services/secretsmanager/resource_providers/aws_secretsmanager_resourcepolicy_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class SecretsManagerResourcePolicyProviderPlugin(CloudFormationResourceProviderP
     name = "AWS::SecretsManager::ResourcePolicy"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.secretsmanager.resource_providers.aws_secretsmanager_resourcepolicy import (
diff --git a/localstack-core/localstack/services/secretsmanager/resource_providers/aws_secretsmanager_rotationschedule.py b/localstack-core/localstack/services/secretsmanager/resource_providers/aws_secretsmanager_rotationschedule.py
index b838450d24a1d..76293c6b2b38f 100644
--- a/localstack-core/localstack/services/secretsmanager/resource_providers/aws_secretsmanager_rotationschedule.py
+++ b/localstack-core/localstack/services/secretsmanager/resource_providers/aws_secretsmanager_rotationschedule.py
@@ -2,7 +2,7 @@
 from __future__ import annotations
 
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -14,32 +14,32 @@
 
 
 class SecretsManagerRotationScheduleProperties(TypedDict):
-    SecretId: Optional[str]
-    HostedRotationLambda: Optional[HostedRotationLambda]
-    Id: Optional[str]
-    RotateImmediatelyOnUpdate: Optional[bool]
-    RotationLambdaARN: Optional[str]
-    RotationRules: Optional[RotationRules]
+    SecretId: str | None
+    HostedRotationLambda: HostedRotationLambda | None
+    Id: str | None
+    RotateImmediatelyOnUpdate: bool | None
+    RotationLambdaARN: str | None
+    RotationRules: RotationRules | None
 
 
 class RotationRules(TypedDict):
-    AutomaticallyAfterDays: Optional[int]
-    Duration: Optional[str]
-    ScheduleExpression: Optional[str]
+    AutomaticallyAfterDays: int | None
+    Duration: str | None
+    ScheduleExpression: str | None
 
 
 class HostedRotationLambda(TypedDict):
-    RotationType: Optional[str]
-    ExcludeCharacters: Optional[str]
-    KmsKeyArn: Optional[str]
-    MasterSecretArn: Optional[str]
-    MasterSecretKmsKeyArn: Optional[str]
-    RotationLambdaName: Optional[str]
-    Runtime: Optional[str]
-    SuperuserSecretArn: Optional[str]
-    SuperuserSecretKmsKeyArn: Optional[str]
-    VpcSecurityGroupIds: Optional[str]
-    VpcSubnetIds: Optional[str]
+    RotationType: str | None
+    ExcludeCharacters: str | None
+    KmsKeyArn: str | None
+    MasterSecretArn: str | None
+    MasterSecretKmsKeyArn: str | None
+    RotationLambdaName: str | None
+    Runtime: str | None
+    SuperuserSecretArn: str | None
+    SuperuserSecretKmsKeyArn: str | None
+    VpcSecurityGroupIds: str | None
+    VpcSubnetIds: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/secretsmanager/resource_providers/aws_secretsmanager_rotationschedule_plugin.py b/localstack-core/localstack/services/secretsmanager/resource_providers/aws_secretsmanager_rotationschedule_plugin.py
index dd680bd788d1f..faef8a8c5698d 100644
--- a/localstack-core/localstack/services/secretsmanager/resource_providers/aws_secretsmanager_rotationschedule_plugin.py
+++ b/localstack-core/localstack/services/secretsmanager/resource_providers/aws_secretsmanager_rotationschedule_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class SecretsManagerRotationScheduleProviderPlugin(CloudFormationResourceProvide
     name = "AWS::SecretsManager::RotationSchedule"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.secretsmanager.resource_providers.aws_secretsmanager_rotationschedule import (
diff --git a/localstack-core/localstack/services/secretsmanager/resource_providers/aws_secretsmanager_secret.py b/localstack-core/localstack/services/secretsmanager/resource_providers/aws_secretsmanager_secret.py
index d53dbd2e9aefe..4c1d3c31465a8 100644
--- a/localstack-core/localstack/services/secretsmanager/resource_providers/aws_secretsmanager_secret.py
+++ b/localstack-core/localstack/services/secretsmanager/resource_providers/aws_secretsmanager_secret.py
@@ -6,7 +6,7 @@
 import random
 import string
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -20,37 +20,37 @@
 
 
 class SecretsManagerSecretProperties(TypedDict):
-    Description: Optional[str]
-    GenerateSecretString: Optional[GenerateSecretString]
-    Id: Optional[str]
-    KmsKeyId: Optional[str]
-    Name: Optional[str]
-    ReplicaRegions: Optional[list[ReplicaRegion]]
-    SecretString: Optional[str]
-    Tags: Optional[list[Tag]]
+    Description: str | None
+    GenerateSecretString: GenerateSecretString | None
+    Id: str | None
+    KmsKeyId: str | None
+    Name: str | None
+    ReplicaRegions: list[ReplicaRegion] | None
+    SecretString: str | None
+    Tags: list[Tag] | None
 
 
 class GenerateSecretString(TypedDict):
-    ExcludeCharacters: Optional[str]
-    ExcludeLowercase: Optional[bool]
-    ExcludeNumbers: Optional[bool]
-    ExcludePunctuation: Optional[bool]
-    ExcludeUppercase: Optional[bool]
-    GenerateStringKey: Optional[str]
-    IncludeSpace: Optional[bool]
-    PasswordLength: Optional[int]
-    RequireEachIncludedType: Optional[bool]
-    SecretStringTemplate: Optional[str]
+    ExcludeCharacters: str | None
+    ExcludeLowercase: bool | None
+    ExcludeNumbers: bool | None
+    ExcludePunctuation: bool | None
+    ExcludeUppercase: bool | None
+    GenerateStringKey: str | None
+    IncludeSpace: bool | None
+    PasswordLength: int | None
+    RequireEachIncludedType: bool | None
+    SecretStringTemplate: str | None
 
 
 class ReplicaRegion(TypedDict):
-    Region: Optional[str]
-    KmsKeyId: Optional[str]
+    Region: str | None
+    KmsKeyId: str | None
 
 
 class Tag(TypedDict):
-    Key: Optional[str]
-    Value: Optional[str]
+    Key: str | None
+    Value: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/secretsmanager/resource_providers/aws_secretsmanager_secret_plugin.py b/localstack-core/localstack/services/secretsmanager/resource_providers/aws_secretsmanager_secret_plugin.py
index 4c85279d0d81f..8cd82e4510797 100644
--- a/localstack-core/localstack/services/secretsmanager/resource_providers/aws_secretsmanager_secret_plugin.py
+++ b/localstack-core/localstack/services/secretsmanager/resource_providers/aws_secretsmanager_secret_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class SecretsManagerSecretProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::SecretsManager::Secret"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.secretsmanager.resource_providers.aws_secretsmanager_secret import (
diff --git a/localstack-core/localstack/services/secretsmanager/resource_providers/aws_secretsmanager_secrettargetattachment.py b/localstack-core/localstack/services/secretsmanager/resource_providers/aws_secretsmanager_secrettargetattachment.py
index 27f8682c0a51f..e58c7d049699f 100644
--- a/localstack-core/localstack/services/secretsmanager/resource_providers/aws_secretsmanager_secrettargetattachment.py
+++ b/localstack-core/localstack/services/secretsmanager/resource_providers/aws_secretsmanager_secrettargetattachment.py
@@ -2,7 +2,7 @@
 from __future__ import annotations
 
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -14,10 +14,10 @@
 
 
 class SecretsManagerSecretTargetAttachmentProperties(TypedDict):
-    SecretId: Optional[str]
-    TargetId: Optional[str]
-    TargetType: Optional[str]
-    Id: Optional[str]
+    SecretId: str | None
+    TargetId: str | None
+    TargetType: str | None
+    Id: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/secretsmanager/resource_providers/aws_secretsmanager_secrettargetattachment_plugin.py b/localstack-core/localstack/services/secretsmanager/resource_providers/aws_secretsmanager_secrettargetattachment_plugin.py
index f84e773ee3faf..5c7295f1f73ba 100644
--- a/localstack-core/localstack/services/secretsmanager/resource_providers/aws_secretsmanager_secrettargetattachment_plugin.py
+++ b/localstack-core/localstack/services/secretsmanager/resource_providers/aws_secretsmanager_secrettargetattachment_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class SecretsManagerSecretTargetAttachmentProviderPlugin(CloudFormationResourceP
     name = "AWS::SecretsManager::SecretTargetAttachment"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.secretsmanager.resource_providers.aws_secretsmanager_secrettargetattachment import (
diff --git a/localstack-core/localstack/services/ses/provider.py b/localstack-core/localstack/services/ses/provider.py
index af67ff598984e..a8717dc89168b 100644
--- a/localstack-core/localstack/services/ses/provider.py
+++ b/localstack-core/localstack/services/ses/provider.py
@@ -4,8 +4,8 @@
 import os
 import re
 from collections import defaultdict
-from datetime import date, datetime, time, timezone
-from typing import TYPE_CHECKING, Any, Dict, List, Optional
+from datetime import UTC, date, datetime, time
+from typing import TYPE_CHECKING, Any
 
 from botocore.exceptions import ClientError
 from moto.ses import ses_backends
@@ -73,7 +73,7 @@
 
 # Keep record of all sent emails
 # These can be retrieved via a service endpoint
-EMAILS: Dict[MessageId, Dict[str, Any]] = {}
+EMAILS: dict[MessageId, dict[str, Any]] = {}
 
 # Endpoint to access all the sent emails
 # (relative to LocalStack internal HTTP resources base endpoint)
@@ -116,7 +116,7 @@ def _serialize(obj):
     LOGGER.debug("Email saved at: %s", path)
 
 
-def recipients_from_destination(destination: Destination) -> List[str]:
+def recipients_from_destination(destination: Destination) -> list[str]:
     """Get list of recipient email addresses from a Destination object."""
     return (
         destination.get("ToAddresses", [])
@@ -188,7 +188,7 @@ def on_after_init(self):
     # Helpers
     #
 
-    def get_source_from_raw(self, raw_data: str) -> Optional[str]:
+    def get_source_from_raw(self, raw_data: str) -> str | None:
         """Given a raw representation of email, return the source/from field."""
         entities = raw_data.split("\n")
         for entity in entities:
@@ -570,7 +570,7 @@ class SNSPayload:
     message_id: str
     sender_email: Address
     destination_addresses: AddressList
-    tags: Optional[MessageTagList]
+    tags: MessageTagList | None
 
 
 class SNSEmitter:
@@ -600,7 +600,7 @@ def emit_create_configuration_set_event_destination_test_message(
     def emit_send_event(
         self, payload: SNSPayload, sns_topic_arn: str, emit_source_arn: bool = True
     ):
-        now = datetime.now(tz=timezone.utc)
+        now = datetime.now(tz=UTC)
 
         tags = defaultdict(list)
         for every in payload.tags or []:
@@ -635,7 +635,7 @@ def emit_send_event(
             LOGGER.exception("sending SNS message")
 
     def emit_delivery_event(self, payload: SNSPayload, sns_topic_arn: str):
-        now = datetime.now(tz=timezone.utc)
+        now = datetime.now(tz=UTC)
 
         tags = defaultdict(list)
         for every in payload.tags or []:
diff --git a/localstack-core/localstack/services/ses/resource_providers/aws_ses_emailidentity.py b/localstack-core/localstack/services/ses/resource_providers/aws_ses_emailidentity.py
index 5baeb44cd6a82..ed1ece331f726 100644
--- a/localstack-core/localstack/services/ses/resource_providers/aws_ses_emailidentity.py
+++ b/localstack-core/localstack/services/ses/resource_providers/aws_ses_emailidentity.py
@@ -2,7 +2,7 @@
 from __future__ import annotations
 
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -14,41 +14,41 @@
 
 
 class SESEmailIdentityProperties(TypedDict):
-    EmailIdentity: Optional[str]
-    ConfigurationSetAttributes: Optional[ConfigurationSetAttributes]
-    DkimAttributes: Optional[DkimAttributes]
-    DkimDNSTokenName1: Optional[str]
-    DkimDNSTokenName2: Optional[str]
-    DkimDNSTokenName3: Optional[str]
-    DkimDNSTokenValue1: Optional[str]
-    DkimDNSTokenValue2: Optional[str]
-    DkimDNSTokenValue3: Optional[str]
-    DkimSigningAttributes: Optional[DkimSigningAttributes]
-    FeedbackAttributes: Optional[FeedbackAttributes]
-    MailFromAttributes: Optional[MailFromAttributes]
+    EmailIdentity: str | None
+    ConfigurationSetAttributes: ConfigurationSetAttributes | None
+    DkimAttributes: DkimAttributes | None
+    DkimDNSTokenName1: str | None
+    DkimDNSTokenName2: str | None
+    DkimDNSTokenName3: str | None
+    DkimDNSTokenValue1: str | None
+    DkimDNSTokenValue2: str | None
+    DkimDNSTokenValue3: str | None
+    DkimSigningAttributes: DkimSigningAttributes | None
+    FeedbackAttributes: FeedbackAttributes | None
+    MailFromAttributes: MailFromAttributes | None
 
 
 class ConfigurationSetAttributes(TypedDict):
-    ConfigurationSetName: Optional[str]
+    ConfigurationSetName: str | None
 
 
 class DkimSigningAttributes(TypedDict):
-    DomainSigningPrivateKey: Optional[str]
-    DomainSigningSelector: Optional[str]
-    NextSigningKeyLength: Optional[str]
+    DomainSigningPrivateKey: str | None
+    DomainSigningSelector: str | None
+    NextSigningKeyLength: str | None
 
 
 class DkimAttributes(TypedDict):
-    SigningEnabled: Optional[bool]
+    SigningEnabled: bool | None
 
 
 class MailFromAttributes(TypedDict):
-    BehaviorOnMxFailure: Optional[str]
-    MailFromDomain: Optional[str]
+    BehaviorOnMxFailure: str | None
+    MailFromDomain: str | None
 
 
 class FeedbackAttributes(TypedDict):
-    EmailForwardingEnabled: Optional[bool]
+    EmailForwardingEnabled: bool | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/ses/resource_providers/aws_ses_emailidentity_plugin.py b/localstack-core/localstack/services/ses/resource_providers/aws_ses_emailidentity_plugin.py
index ca75f6be6c340..d80b72231e357 100644
--- a/localstack-core/localstack/services/ses/resource_providers/aws_ses_emailidentity_plugin.py
+++ b/localstack-core/localstack/services/ses/resource_providers/aws_ses_emailidentity_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class SESEmailIdentityProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::SES::EmailIdentity"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.ses.resource_providers.aws_ses_emailidentity import (
diff --git a/localstack-core/localstack/services/sns/models.py b/localstack-core/localstack/services/sns/models.py
index a4e660e243207..bbbc923e74421 100644
--- a/localstack-core/localstack/services/sns/models.py
+++ b/localstack-core/localstack/services/sns/models.py
@@ -2,7 +2,7 @@
 import time
 from dataclasses import dataclass, field
 from enum import StrEnum
-from typing import Dict, List, Literal, Optional, TypedDict, Union
+from typing import Literal, TypedDict
 
 from localstack.aws.api.sns import (
     MessageAttributeMap,
@@ -80,18 +80,18 @@ class SnsMessageType(StrEnum):
 @dataclass
 class SnsMessage:
     type: SnsMessageType
-    message: Union[
-        str, Dict
-    ]  # can be Dict if after being JSON decoded for validation if structure is `json`
-    message_attributes: Optional[MessageAttributeMap] = None
-    message_structure: Optional[str] = None
-    subject: Optional[str] = None
-    message_deduplication_id: Optional[str] = None
-    message_group_id: Optional[str] = None
-    token: Optional[str] = None
+    message: (
+        str | dict
+    )  # can be Dict if after being JSON decoded for validation if structure is `json`
+    message_attributes: MessageAttributeMap | None = None
+    message_structure: str | None = None
+    subject: str | None = None
+    message_deduplication_id: str | None = None
+    message_group_id: str | None = None
+    token: str | None = None
     message_id: str = field(default_factory=long_uid)
-    is_fifo: Optional[bool] = False
-    sequencer_number: Optional[str] = None
+    is_fifo: bool | None = False
+    sequencer_number: str | None = None
 
     def __post_init__(self):
         if self.message_attributes is None:
@@ -140,39 +140,39 @@ class SnsSubscription(TypedDict, total=False):
     Protocol: SnsProtocols
     SubscriptionArn: subscriptionARN
     PendingConfirmation: Literal["true", "false"]
-    Owner: Optional[str]
-    SubscriptionPrincipal: Optional[str]
-    FilterPolicy: Optional[str]
+    Owner: str | None
+    SubscriptionPrincipal: str | None
+    FilterPolicy: str | None
     FilterPolicyScope: Literal["MessageAttributes", "MessageBody"]
     RawMessageDelivery: Literal["true", "false"]
     ConfirmationWasAuthenticated: Literal["true", "false"]
-    SubscriptionRoleArn: Optional[str]
-    DeliveryPolicy: Optional[str]
+    SubscriptionRoleArn: str | None
+    DeliveryPolicy: str | None
 
 
 class SnsStore(BaseStore):
     # maps topic ARN to subscriptions ARN
-    topic_subscriptions: Dict[str, List[str]] = LocalAttribute(default=dict)
+    topic_subscriptions: dict[str, list[str]] = LocalAttribute(default=dict)
 
     # maps subscription ARN to SnsSubscription
-    subscriptions: Dict[str, SnsSubscription] = LocalAttribute(default=dict)
+    subscriptions: dict[str, SnsSubscription] = LocalAttribute(default=dict)
 
     # maps confirmation token to subscription ARN
-    subscription_tokens: Dict[str, str] = LocalAttribute(default=dict)
+    subscription_tokens: dict[str, str] = LocalAttribute(default=dict)
 
     # maps topic ARN to list of tags
-    sns_tags: Dict[str, List[Dict]] = LocalAttribute(default=dict)
+    sns_tags: dict[str, list[dict]] = LocalAttribute(default=dict)
 
     # cache of topic ARN to platform endpoint messages (used primarily for testing)
-    platform_endpoint_messages: Dict[str, List[Dict]] = LocalAttribute(default=dict)
+    platform_endpoint_messages: dict[str, list[dict]] = LocalAttribute(default=dict)
 
     # list of sent SMS messages
-    sms_messages: List[Dict] = LocalAttribute(default=list)
+    sms_messages: list[dict] = LocalAttribute(default=list)
 
     # filter policy are stored as JSON string in subscriptions, store the decoded result Dict
-    subscription_filter_policy: Dict[subscriptionARN, Dict] = LocalAttribute(default=dict)
+    subscription_filter_policy: dict[subscriptionARN, dict] = LocalAttribute(default=dict)
 
-    def get_topic_subscriptions(self, topic_arn: str) -> List[SnsSubscription]:
+    def get_topic_subscriptions(self, topic_arn: str) -> list[SnsSubscription]:
         topic_subscriptions = self.topic_subscriptions.get(topic_arn, [])
         subscriptions = [
             subscription
diff --git a/localstack-core/localstack/services/sns/provider.py b/localstack-core/localstack/services/sns/provider.py
index e5d166ef3c72c..34bbf8b540e1f 100644
--- a/localstack-core/localstack/services/sns/provider.py
+++ b/localstack-core/localstack/services/sns/provider.py
@@ -3,7 +3,6 @@
 import functools
 import json
 import logging
-from typing import Dict, List
 from uuid import uuid4
 
 from botocore.utils import InvalidArnException
@@ -1130,7 +1129,7 @@ def register_sns_api_resource(router: Router):
     router.add(SNSServiceSubscriptionTokenApiResource())
 
 
-def _format_messages(sent_messages: List[Dict[str, str]], validated_keys: List[str]):
+def _format_messages(sent_messages: list[dict[str, str]], validated_keys: list[str]):
     """
     This method format the messages to be more readable and undo the format change that was needed for Moto
     Should be removed once we refactor SNS.
diff --git a/localstack-core/localstack/services/sns/publisher.py b/localstack-core/localstack/services/sns/publisher.py
index 9510885f51431..f69f977028255 100644
--- a/localstack-core/localstack/services/sns/publisher.py
+++ b/localstack-core/localstack/services/sns/publisher.py
@@ -9,7 +9,6 @@
 import traceback
 from concurrent.futures import ThreadPoolExecutor
 from dataclasses import dataclass, field
-from typing import Dict, List, Tuple, Union
 
 import requests
 from cryptography.hazmat.primitives import hashes
@@ -61,9 +60,9 @@ class SnsPublishContext:
 
 @dataclass
 class SnsBatchPublishContext:
-    messages: List[SnsMessage]
+    messages: list[SnsMessage]
     store: SnsStore
-    request_headers: Dict[str, str]
+    request_headers: dict[str, str]
     topic_attributes: dict[str, str] = field(default_factory=dict)
 
 
@@ -818,7 +817,7 @@ def _publish(self, context: SnsPublishContext, endpoint: str):
         # TODO: see about delivery log for individual endpoint message, need credentials for testing
         # store_delivery_log(subscriber, context, success=True)
 
-    def prepare_message(self, message_context: SnsMessage, endpoint: str) -> Union[str, Dict]:
+    def prepare_message(self, message_context: SnsMessage, endpoint: str) -> str | dict:
         platform_type = get_platform_type_from_endpoint_arn(endpoint)
         return {
             "TargetArn": endpoint,
@@ -862,7 +861,7 @@ def get_application_platform_arn_from_endpoint_arn(endpoint_arn: str) -> str:
     return f"{base_arn}:app/{platform_type}/{app_name}"
 
 
-def get_attributes_for_application_endpoint(endpoint_arn: str) -> Tuple[Dict, Dict]:
+def get_attributes_for_application_endpoint(endpoint_arn: str) -> tuple[dict, dict]:
     """
     Retrieve the attributes necessary to send a message directly to the platform (credentials and token)
     :param endpoint_arn:
@@ -883,7 +882,7 @@ def get_attributes_for_application_endpoint(endpoint_arn: str) -> Tuple[Dict, Di
 
 
 def send_message_to_gcm(
-    context: SnsPublishContext, app_attributes: Dict[str, str], endpoint_attributes: Dict[str, str]
+    context: SnsPublishContext, app_attributes: dict[str, str], endpoint_attributes: dict[str, str]
 ) -> None:
     """
     Send the message directly to GCM, with the credentials used when creating the PlatformApplication and the Endpoint
@@ -1014,7 +1013,7 @@ def create_sns_message_body(
 
 def prepare_message_attributes(
     message_attributes: MessageAttributeMap,
-) -> Dict[str, Dict[str, str]]:
+) -> dict[str, dict[str, str]]:
     attributes = {}
     if not message_attributes:
         return attributes
diff --git a/localstack-core/localstack/services/sns/resource_providers/aws_sns_subscription.py b/localstack-core/localstack/services/sns/resource_providers/aws_sns_subscription.py
index 650df889dff02..e98c24012fe5f 100644
--- a/localstack-core/localstack/services/sns/resource_providers/aws_sns_subscription.py
+++ b/localstack-core/localstack/services/sns/resource_providers/aws_sns_subscription.py
@@ -3,7 +3,7 @@
 
 import json
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack import config
@@ -18,18 +18,18 @@
 
 
 class SNSSubscriptionProperties(TypedDict):
-    Protocol: Optional[str]
-    TopicArn: Optional[str]
-    DeliveryPolicy: Optional[dict]
-    Endpoint: Optional[str]
-    FilterPolicy: Optional[dict]
-    FilterPolicyScope: Optional[str]
-    Id: Optional[str]
-    RawMessageDelivery: Optional[bool]
-    RedrivePolicy: Optional[dict]
-    Region: Optional[str]
-    ReplayPolicy: Optional[dict]
-    SubscriptionRoleArn: Optional[str]
+    Protocol: str | None
+    TopicArn: str | None
+    DeliveryPolicy: dict | None
+    Endpoint: str | None
+    FilterPolicy: dict | None
+    FilterPolicyScope: str | None
+    Id: str | None
+    RawMessageDelivery: bool | None
+    RedrivePolicy: dict | None
+    Region: str | None
+    ReplayPolicy: dict | None
+    SubscriptionRoleArn: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/sns/resource_providers/aws_sns_subscription_plugin.py b/localstack-core/localstack/services/sns/resource_providers/aws_sns_subscription_plugin.py
index 01e23a1f30aed..f0be907619d54 100644
--- a/localstack-core/localstack/services/sns/resource_providers/aws_sns_subscription_plugin.py
+++ b/localstack-core/localstack/services/sns/resource_providers/aws_sns_subscription_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class SNSSubscriptionProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::SNS::Subscription"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.sns.resource_providers.aws_sns_subscription import (
diff --git a/localstack-core/localstack/services/sns/resource_providers/aws_sns_topic.py b/localstack-core/localstack/services/sns/resource_providers/aws_sns_topic.py
index 7bc6720fd63f5..c3f8c5bae5279 100644
--- a/localstack-core/localstack/services/sns/resource_providers/aws_sns_topic.py
+++ b/localstack-core/localstack/services/sns/resource_providers/aws_sns_topic.py
@@ -3,7 +3,7 @@
 
 import json
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -16,27 +16,27 @@
 
 
 class SNSTopicProperties(TypedDict):
-    ContentBasedDeduplication: Optional[bool]
-    DataProtectionPolicy: Optional[dict]
-    DisplayName: Optional[str]
-    FifoTopic: Optional[bool]
-    KmsMasterKeyId: Optional[str]
-    SignatureVersion: Optional[str]
-    Subscription: Optional[list[Subscription]]
-    Tags: Optional[list[Tag]]
-    TopicArn: Optional[str]
-    TopicName: Optional[str]
-    TracingConfig: Optional[str]
+    ContentBasedDeduplication: bool | None
+    DataProtectionPolicy: dict | None
+    DisplayName: str | None
+    FifoTopic: bool | None
+    KmsMasterKeyId: str | None
+    SignatureVersion: str | None
+    Subscription: list[Subscription] | None
+    Tags: list[Tag] | None
+    TopicArn: str | None
+    TopicName: str | None
+    TracingConfig: str | None
 
 
 class Subscription(TypedDict):
-    Endpoint: Optional[str]
-    Protocol: Optional[str]
+    Endpoint: str | None
+    Protocol: str | None
 
 
 class Tag(TypedDict):
-    Key: Optional[str]
-    Value: Optional[str]
+    Key: str | None
+    Value: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/sns/resource_providers/aws_sns_topic_plugin.py b/localstack-core/localstack/services/sns/resource_providers/aws_sns_topic_plugin.py
index de6a26a9482c5..b7d9b1d484d67 100644
--- a/localstack-core/localstack/services/sns/resource_providers/aws_sns_topic_plugin.py
+++ b/localstack-core/localstack/services/sns/resource_providers/aws_sns_topic_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class SNSTopicProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::SNS::Topic"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.sns.resource_providers.aws_sns_topic import SNSTopicProvider
diff --git a/localstack-core/localstack/services/sns/resource_providers/aws_sns_topicpolicy.py b/localstack-core/localstack/services/sns/resource_providers/aws_sns_topicpolicy.py
index 412a22a150a96..a9f88c2765538 100644
--- a/localstack-core/localstack/services/sns/resource_providers/aws_sns_topicpolicy.py
+++ b/localstack-core/localstack/services/sns/resource_providers/aws_sns_topicpolicy.py
@@ -3,7 +3,7 @@
 
 import json
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 from botocore.exceptions import ClientError
 
@@ -18,9 +18,9 @@
 
 
 class SNSTopicPolicyProperties(TypedDict):
-    PolicyDocument: Optional[dict | str]
-    Topics: Optional[list[str]]
-    Id: Optional[str]
+    PolicyDocument: dict | str | None
+    Topics: list[str] | None
+    Id: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/sns/resource_providers/aws_sns_topicpolicy_plugin.py b/localstack-core/localstack/services/sns/resource_providers/aws_sns_topicpolicy_plugin.py
index 9fbe0afe2d7e4..fc1faeff714f8 100644
--- a/localstack-core/localstack/services/sns/resource_providers/aws_sns_topicpolicy_plugin.py
+++ b/localstack-core/localstack/services/sns/resource_providers/aws_sns_topicpolicy_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class SNSTopicPolicyProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::SNS::TopicPolicy"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.sns.resource_providers.aws_sns_topicpolicy import (
diff --git a/localstack-core/localstack/services/sqs/models.py b/localstack-core/localstack/services/sqs/models.py
index 45435efa45851..985dd743ed6fc 100644
--- a/localstack-core/localstack/services/sqs/models.py
+++ b/localstack-core/localstack/services/sqs/models.py
@@ -8,7 +8,6 @@
 import time
 from datetime import datetime
 from queue import Empty
-from typing import Dict, Optional, Set
 
 from localstack import config
 from localstack.aws.api import RequestContext
@@ -53,11 +52,11 @@ class SqsMessage:
     created: float
     visibility_timeout: int
     receive_count: int
-    delay_seconds: Optional[int]
-    receipt_handles: Set[str]
-    last_received: Optional[float]
-    first_received: Optional[float]
-    visibility_deadline: Optional[float]
+    delay_seconds: int | None
+    receipt_handles: set[str]
+    last_received: float | None
+    first_received: float | None
+    visibility_deadline: float | None
     deleted: bool
     priority: float
     message_deduplication_id: str
@@ -104,15 +103,15 @@ def __init__(
         )
 
     @property
-    def message_group_id(self) -> Optional[str]:
+    def message_group_id(self) -> str | None:
         return self.message["Attributes"].get(MessageSystemAttributeName.MessageGroupId)
 
     @property
-    def message_deduplication_id(self) -> Optional[str]:
+    def message_deduplication_id(self) -> str | None:
         return self.message["Attributes"].get(MessageSystemAttributeName.MessageDeduplicationId)
 
     @property
-    def dead_letter_queue_source_arn(self) -> Optional[str]:
+    def dead_letter_queue_source_arn(self) -> str | None:
         return self.message["Attributes"].get(MessageSystemAttributeName.DeadLetterQueueSourceArn)
 
     @property
@@ -272,11 +271,11 @@ class SqsQueue:
     tags: TagMap
 
     purge_in_progress: bool
-    purge_timestamp: Optional[float]
+    purge_timestamp: float | None
 
-    delayed: Set[SqsMessage]
-    inflight: Set[SqsMessage]
-    receipts: Dict[str, SqsMessage]
+    delayed: set[SqsMessage]
+    inflight: set[SqsMessage]
+    receipts: dict[str, SqsMessage]
 
     def __init__(self, name: str, region: str, account_id: str, attributes=None, tags=None) -> None:
         self.name = name
@@ -393,13 +392,13 @@ def url(self, context: RequestContext) -> str:
         )
 
     @property
-    def redrive_policy(self) -> Optional[dict]:
+    def redrive_policy(self) -> dict | None:
         if policy_document := self.attributes.get(QueueAttributeName.RedrivePolicy):
             return json.loads(policy_document)
         return None
 
     @property
-    def max_receive_count(self) -> Optional[int]:
+    def max_receive_count(self) -> int | None:
         """
         Returns the maxReceiveCount attribute of the redrive policy. If no redrive policy is set, then it
         returns None.
@@ -678,7 +677,7 @@ def get_queue_attributes(self, attribute_names: AttributeNameList = None) -> dic
         if QueueAttributeName.All in attribute_names:
             attribute_names = self.attributes.keys()
 
-        result: Dict[QueueAttributeName, str] = {}
+        result: dict[QueueAttributeName, str] = {}
 
         for attr in attribute_names:
             try:
@@ -740,7 +739,7 @@ def _pre_delete_checks(self, standard_message: SqsMessage, receipt_handle: str)
 
 class StandardQueue(SqsQueue):
     visible: InterruptiblePriorityQueue[SqsMessage]
-    inflight: Set[SqsMessage]
+    inflight: set[SqsMessage]
 
     def __init__(self, name: str, region: str, account_id: str, attributes=None, tags=None) -> None:
         super().__init__(name, region, account_id, attributes, tags)
@@ -955,7 +954,7 @@ class FifoQueue(SqsQueue):
     TODO: raise exceptions when trying to remove a message with an expired receipt handle
     """
 
-    deduplication: Dict[str, SqsMessage]
+    deduplication: dict[str, SqsMessage]
     message_groups: dict[str, MessageGroup]
     inflight_groups: set[MessageGroup]
     message_group_queue: InterruptibleQueue
@@ -1152,7 +1151,7 @@ def receive(
         timeout = wait_time_seconds or 0
         start = time.time()
 
-        received_groups: Set[MessageGroup] = set()
+        received_groups: set[MessageGroup] = set()
 
         # collect messages over potentially multiple groups
         while True:
@@ -1308,11 +1307,11 @@ def clear(self):
 
 
 class SqsStore(BaseStore):
-    queues: Dict[str, SqsQueue] = LocalAttribute(default=dict)
+    queues: dict[str, SqsQueue] = LocalAttribute(default=dict)
 
-    deleted: Dict[str, float] = LocalAttribute(default=dict)
+    deleted: dict[str, float] = LocalAttribute(default=dict)
 
-    move_tasks: Dict[str, MessageMoveTask] = LocalAttribute(default=dict)
+    move_tasks: dict[str, MessageMoveTask] = LocalAttribute(default=dict)
     """Maps task IDs to their ``MoveMessageTask`` object. Task IDs can be found by decoding a task handle."""
 
     def expire_deleted(self):
diff --git a/localstack-core/localstack/services/sqs/provider.py b/localstack-core/localstack/services/sqs/provider.py
index d031b7d952490..80e3262b5d0ac 100644
--- a/localstack-core/localstack/services/sqs/provider.py
+++ b/localstack-core/localstack/services/sqs/provider.py
@@ -5,9 +5,10 @@
 import re
 import threading
 import time
+from collections.abc import Iterable
 from concurrent.futures.thread import ThreadPoolExecutor
 from itertools import islice
-from typing import Dict, Iterable, List, Literal, Optional, Tuple
+from typing import Literal
 
 from botocore.utils import InvalidArnException
 from moto.sqs.models import BINARY_TYPE_FIELD_INDEX, STRING_TYPE_FIELD_INDEX
@@ -310,7 +311,7 @@ class CloudwatchPublishWorker:
     def __init__(self) -> None:
         super().__init__()
         self.scheduler = Scheduler()
-        self.thread: Optional[FuncThread] = None
+        self.thread: FuncThread | None = None
 
     def publish_approximate_cloudwatch_metrics(self):
         """Publishes the metrics for ApproximateNumberOfMessagesVisible, ApproximateNumberOfMessagesNotVisible
@@ -391,7 +392,7 @@ class QueueUpdateWorker:
     def __init__(self) -> None:
         super().__init__()
         self.scheduler = Scheduler()
-        self.thread: Optional[FuncThread] = None
+        self.thread: FuncThread | None = None
         self.mutex = threading.RLock()
 
     def iter_queues(self) -> Iterable[SqsQueue]:
@@ -744,7 +745,7 @@ def _get_and_serialize_messages(
 
     def _collect_messages(
         self, queue: SqsQueue, show_invisible: bool = False, show_delayed: bool = False
-    ) -> List[Message]:
+    ) -> list[Message]:
         """
         Retrieves from a given SqsQueue all visible messages without causing any side effects (not setting any
         receive timestamps, receive counts, or visibility state).
@@ -756,7 +757,7 @@ def _collect_messages(
         """
         receipt_handle = "SQS/BACKDOOR/ACCESS"  # dummy receipt handle
 
-        sqs_messages: List[SqsMessage] = []
+        sqs_messages: list[SqsMessage] = []
 
         if show_invisible:
             sqs_messages.extend(queue.inflight)
@@ -811,7 +812,7 @@ class SqsProvider(SqsApi, ServiceLifecycleHook):
         - UntagQueue
     """
 
-    queues: Dict[str, SqsQueue]
+    queues: dict[str, SqsQueue]
 
     def __init__(self) -> None:
         super().__init__()
@@ -877,8 +878,8 @@ def _require_queue_by_arn(self, context: RequestContext, queue_arn: str) -> SqsQ
     def _resolve_queue(
         self,
         context: RequestContext,
-        queue_name: Optional[str] = None,
-        queue_url: Optional[str] = None,
+        queue_name: str | None = None,
+        queue_url: str | None = None,
     ) -> SqsQueue:
         """
         Determines the name of the queue from available information (request context, queue URL) to return the respective queue,
@@ -1670,8 +1671,8 @@ def _create_message_attributes(
         self,
         context: RequestContext,
         message_system_attributes: MessageBodySystemAttributeMap = None,
-    ) -> Dict[MessageSystemAttributeName, str]:
-        result: Dict[MessageSystemAttributeName, str] = {
+    ) -> dict[MessageSystemAttributeName, str]:
+        result: dict[MessageSystemAttributeName, str] = {
             MessageSystemAttributeName.SenderId: context.account_id,  # not the account ID in AWS
             MessageSystemAttributeName.SentTimestamp: str(now(millis=True)),
         }
@@ -1705,7 +1706,7 @@ def _validate_actions(self, actions: ActionNameList):
 
     def _assert_batch(
         self,
-        batch: List,
+        batch: list,
         *,
         require_fifo_queue_params: bool = False,
         require_message_deduplication_id: bool = False,
@@ -1741,7 +1742,7 @@ def _assert_batch(
             else:
                 visited.add(entry_id)
 
-    def _assert_valid_batch_size(self, batch: List, max_message_size: int):
+    def _assert_valid_batch_size(self, batch: list, max_message_size: int):
         batch_message_size = sum(
             _message_body_size(entry.get("MessageBody"))
             + _message_attributes_size(entry.get("MessageAttributes"))
@@ -1752,7 +1753,7 @@ def _assert_valid_batch_size(self, batch: List, max_message_size: int):
             error += f" You have sent {batch_message_size} bytes."
             raise BatchRequestTooLong(error)
 
-    def _assert_valid_message_ids(self, batch: List):
+    def _assert_valid_message_ids(self, batch: list):
         batch_id_regex = r"^[\w-]{1,80}$"
         for message in batch:
             if not re.match(batch_id_regex, message.get("Id", "")):
@@ -1782,7 +1783,7 @@ def _stop_cloudwatch_metrics_reporting(self):
 
 
 # Method from moto's attribute_md5 of moto/sqs/models.py, separated from the Message Object
-def _create_message_attribute_hash(message_attributes) -> Optional[str]:
+def _create_message_attribute_hash(message_attributes) -> str | None:
     # To avoid the need to check for dict conformity everytime we invoke this function
     if not isinstance(message_attributes, dict):
         return
@@ -1810,8 +1811,8 @@ def _create_message_attribute_hash(message_attributes) -> Optional[str]:
 
 
 def resolve_queue_location(
-    context: RequestContext, queue_name: Optional[str] = None, queue_url: Optional[str] = None
-) -> Tuple[str, Optional[str], str]:
+    context: RequestContext, queue_name: str | None = None, queue_url: str | None = None
+) -> tuple[str, str | None, str]:
     """
     Resolves a queue location from the given information.
 
@@ -1868,7 +1869,7 @@ def to_sqs_api_message(
     return message
 
 
-def message_filter_attributes(message: Message, names: Optional[AttributeNameList]):
+def message_filter_attributes(message: Message, names: AttributeNameList | None):
     """
     Utility function filter from the given message (in-place) the system attributes from the given list. It will
     apply all rules according to:
@@ -1892,7 +1893,7 @@ def message_filter_attributes(message: Message, names: Optional[AttributeNameLis
             del message["Attributes"][k]
 
 
-def message_filter_message_attributes(message: Message, names: Optional[MessageAttributeNameList]):
+def message_filter_message_attributes(message: Message, names: MessageAttributeNameList | None):
     """
     Utility function filter from the given message (in-place) the message attributes from the given list. It will
     apply all rules according to:
diff --git a/localstack-core/localstack/services/sqs/query_api.py b/localstack-core/localstack/services/sqs/query_api.py
index 6d5a33ee4bd5d..ac0a836377ceb 100644
--- a/localstack-core/localstack/services/sqs/query_api.py
+++ b/localstack-core/localstack/services/sqs/query_api.py
@@ -4,7 +4,6 @@
 to make the request."""
 
 import logging
-from typing import Dict, Optional, Tuple
 from urllib.parse import urlencode
 
 from botocore.exceptions import ClientError
@@ -179,7 +178,7 @@ def handle_request(request: Request, region: str) -> Response:
         )
 
 
-def try_call_sqs(request: Request, region: str) -> Tuple[Dict, OperationModel]:
+def try_call_sqs(request: Request, region: str) -> tuple[dict, OperationModel]:
     action = request.values.get("Action")
     if not action:
         raise UnknownOperationException()
@@ -209,7 +208,7 @@ def try_call_sqs(request: Request, region: str) -> Tuple[Dict, OperationModel]:
     # Extract from auth header to allow cross-account operations
     # TODO: permissions encoded in URL as AUTHPARAMS cannot be accounted for in this method, which is not a big
     #  problem yet since we generally don't enforce permissions.
-    account_id: Optional[str] = extract_access_key_id_from_auth_header(headers)
+    account_id: str | None = extract_access_key_id_from_auth_header(headers)
 
     client = connect_to(
         region_name=region,
diff --git a/localstack-core/localstack/services/sqs/resource_providers/aws_sqs_queue.py b/localstack-core/localstack/services/sqs/resource_providers/aws_sqs_queue.py
index 52b39da351d96..861449ed53bc5 100644
--- a/localstack-core/localstack/services/sqs/resource_providers/aws_sqs_queue.py
+++ b/localstack-core/localstack/services/sqs/resource_providers/aws_sqs_queue.py
@@ -3,7 +3,7 @@
 
 import json
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -15,29 +15,29 @@
 
 
 class SQSQueueProperties(TypedDict):
-    Arn: Optional[str]
-    ContentBasedDeduplication: Optional[bool]
-    DeduplicationScope: Optional[str]
-    DelaySeconds: Optional[int]
-    FifoQueue: Optional[bool]
-    FifoThroughputLimit: Optional[str]
-    KmsDataKeyReusePeriodSeconds: Optional[int]
-    KmsMasterKeyId: Optional[str]
-    MaximumMessageSize: Optional[int]
-    MessageRetentionPeriod: Optional[int]
-    QueueName: Optional[str]
-    QueueUrl: Optional[str]
-    ReceiveMessageWaitTimeSeconds: Optional[int]
-    RedriveAllowPolicy: Optional[dict | str]
-    RedrivePolicy: Optional[dict | str]
-    SqsManagedSseEnabled: Optional[bool]
-    Tags: Optional[list[Tag]]
-    VisibilityTimeout: Optional[int]
+    Arn: str | None
+    ContentBasedDeduplication: bool | None
+    DeduplicationScope: str | None
+    DelaySeconds: int | None
+    FifoQueue: bool | None
+    FifoThroughputLimit: str | None
+    KmsDataKeyReusePeriodSeconds: int | None
+    KmsMasterKeyId: str | None
+    MaximumMessageSize: int | None
+    MessageRetentionPeriod: int | None
+    QueueName: str | None
+    QueueUrl: str | None
+    ReceiveMessageWaitTimeSeconds: int | None
+    RedriveAllowPolicy: dict | str | None
+    RedrivePolicy: dict | str | None
+    SqsManagedSseEnabled: bool | None
+    Tags: list[Tag] | None
+    VisibilityTimeout: int | None
 
 
 class Tag(TypedDict):
-    Key: Optional[str]
-    Value: Optional[str]
+    Key: str | None
+    Value: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/sqs/resource_providers/aws_sqs_queue_plugin.py b/localstack-core/localstack/services/sqs/resource_providers/aws_sqs_queue_plugin.py
index 45c892bc5dade..e71ec95f4f0b5 100644
--- a/localstack-core/localstack/services/sqs/resource_providers/aws_sqs_queue_plugin.py
+++ b/localstack-core/localstack/services/sqs/resource_providers/aws_sqs_queue_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class SQSQueueProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::SQS::Queue"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.sqs.resource_providers.aws_sqs_queue import SQSQueueProvider
diff --git a/localstack-core/localstack/services/sqs/resource_providers/aws_sqs_queuepolicy.py b/localstack-core/localstack/services/sqs/resource_providers/aws_sqs_queuepolicy.py
index 40dd99191b659..4c29b3e000fb2 100644
--- a/localstack-core/localstack/services/sqs/resource_providers/aws_sqs_queuepolicy.py
+++ b/localstack-core/localstack/services/sqs/resource_providers/aws_sqs_queuepolicy.py
@@ -3,7 +3,7 @@
 
 import json
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -15,9 +15,9 @@
 
 
 class SQSQueuePolicyProperties(TypedDict):
-    PolicyDocument: Optional[dict]
-    Queues: Optional[list[str]]
-    Id: Optional[str]
+    PolicyDocument: dict | None
+    Queues: list[str] | None
+    Id: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/sqs/resource_providers/aws_sqs_queuepolicy_plugin.py b/localstack-core/localstack/services/sqs/resource_providers/aws_sqs_queuepolicy_plugin.py
index fc6ce346cf5e3..8f656bea99512 100644
--- a/localstack-core/localstack/services/sqs/resource_providers/aws_sqs_queuepolicy_plugin.py
+++ b/localstack-core/localstack/services/sqs/resource_providers/aws_sqs_queuepolicy_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class SQSQueuePolicyProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::SQS::QueuePolicy"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.sqs.resource_providers.aws_sqs_queuepolicy import (
diff --git a/localstack-core/localstack/services/sqs/utils.py b/localstack-core/localstack/services/sqs/utils.py
index a280128ad7b66..a67fd4c65c472 100644
--- a/localstack-core/localstack/services/sqs/utils.py
+++ b/localstack-core/localstack/services/sqs/utils.py
@@ -3,7 +3,7 @@
 import json
 import re
 import time
-from typing import Literal, NamedTuple, Optional, Tuple
+from typing import Literal, NamedTuple
 from urllib.parse import urlparse
 
 from localstack.aws.api.sqs import QueueAttributeName, ReceiptHandleIsInvalid
@@ -36,7 +36,7 @@ def is_sqs_queue_url(url: str) -> bool:
 
 def guess_endpoint_strategy_and_host(
     host: str,
-) -> Tuple[Literal["standard", "domain", "path"], str]:
+) -> tuple[Literal["standard", "domain", "path"], str]:
     """
     This method is used for the dynamic endpoint strategy. It heuristically determines a tuple where the first
     element is the endpoint strategy, and the second is the part of the host after the endpoint prefix and region.
@@ -77,7 +77,7 @@ def is_fifo_queue(queue):
     return "true" == queue.attributes.get(QueueAttributeName.FifoQueue, "false").lower()
 
 
-def parse_queue_url(queue_url: str) -> Tuple[str, Optional[str], str]:
+def parse_queue_url(queue_url: str) -> tuple[str, str | None, str]:
     """
     Parses an SQS Queue URL and returns a triple of account_id, region and queue_name.
 
diff --git a/localstack-core/localstack/services/ssm/provider.py b/localstack-core/localstack/services/ssm/provider.py
index 7787daa091383..10a22197ee6ce 100644
--- a/localstack-core/localstack/services/ssm/provider.py
+++ b/localstack-core/localstack/services/ssm/provider.py
@@ -3,7 +3,6 @@
 import logging
 import time
 from abc import ABC
-from typing import Dict, Optional
 
 from localstack.aws.api import CommonServiceException, RequestContext
 from localstack.aws.api.ssm import (
@@ -339,7 +338,7 @@ def describe_maintenance_window_tasks(
     # utility methods below
 
     @staticmethod
-    def _denormalize_param_name_in_response(param_result: Dict, param_name: str):
+    def _denormalize_param_name_in_response(param_result: dict, param_name: str):
         result_name = param_result["Name"]
         if result_name != param_name and result_name.lstrip("/") == param_name.lstrip("/"):
             param_result["Name"] = param_name
@@ -373,7 +372,7 @@ def _normalize_name(param_name: ParameterName, validate=False) -> ParameterName:
     @staticmethod
     def _get_secrets_information(
         account_id: str, region_name: str, name: ParameterName, resource_name: str
-    ) -> Optional[GetParameterResult]:
+    ) -> GetParameterResult | None:
         client = connect_to(aws_access_key_id=account_id, region_name=region_name).secretsmanager
         try:
             secret_info = client.get_secret_value(SecretId=resource_name)
diff --git a/localstack-core/localstack/services/ssm/resource_providers/aws_ssm_maintenancewindow.py b/localstack-core/localstack/services/ssm/resource_providers/aws_ssm_maintenancewindow.py
index 974a6b0676242..8200b62c7885e 100644
--- a/localstack-core/localstack/services/ssm/resource_providers/aws_ssm_maintenancewindow.py
+++ b/localstack-core/localstack/services/ssm/resource_providers/aws_ssm_maintenancewindow.py
@@ -2,7 +2,7 @@
 from __future__ import annotations
 
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -14,23 +14,23 @@
 
 
 class SSMMaintenanceWindowProperties(TypedDict):
-    AllowUnassociatedTargets: Optional[bool]
-    Cutoff: Optional[int]
-    Duration: Optional[int]
-    Name: Optional[str]
-    Schedule: Optional[str]
-    Description: Optional[str]
-    EndDate: Optional[str]
-    Id: Optional[str]
-    ScheduleOffset: Optional[int]
-    ScheduleTimezone: Optional[str]
-    StartDate: Optional[str]
-    Tags: Optional[list[Tag]]
+    AllowUnassociatedTargets: bool | None
+    Cutoff: int | None
+    Duration: int | None
+    Name: str | None
+    Schedule: str | None
+    Description: str | None
+    EndDate: str | None
+    Id: str | None
+    ScheduleOffset: int | None
+    ScheduleTimezone: str | None
+    StartDate: str | None
+    Tags: list[Tag] | None
 
 
 class Tag(TypedDict):
-    Key: Optional[str]
-    Value: Optional[str]
+    Key: str | None
+    Value: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/ssm/resource_providers/aws_ssm_maintenancewindow_plugin.py b/localstack-core/localstack/services/ssm/resource_providers/aws_ssm_maintenancewindow_plugin.py
index c7f5ef1c2e50a..8d4fe0b2aa855 100644
--- a/localstack-core/localstack/services/ssm/resource_providers/aws_ssm_maintenancewindow_plugin.py
+++ b/localstack-core/localstack/services/ssm/resource_providers/aws_ssm_maintenancewindow_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class SSMMaintenanceWindowProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::SSM::MaintenanceWindow"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.ssm.resource_providers.aws_ssm_maintenancewindow import (
diff --git a/localstack-core/localstack/services/ssm/resource_providers/aws_ssm_maintenancewindowtarget.py b/localstack-core/localstack/services/ssm/resource_providers/aws_ssm_maintenancewindowtarget.py
index a6f8ef6029dbf..4cef768c14fc8 100644
--- a/localstack-core/localstack/services/ssm/resource_providers/aws_ssm_maintenancewindowtarget.py
+++ b/localstack-core/localstack/services/ssm/resource_providers/aws_ssm_maintenancewindowtarget.py
@@ -2,7 +2,7 @@
 from __future__ import annotations
 
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -14,18 +14,18 @@
 
 
 class SSMMaintenanceWindowTargetProperties(TypedDict):
-    ResourceType: Optional[str]
-    Targets: Optional[list[Targets]]
-    WindowId: Optional[str]
-    Description: Optional[str]
-    Id: Optional[str]
-    Name: Optional[str]
-    OwnerInformation: Optional[str]
+    ResourceType: str | None
+    Targets: list[Targets] | None
+    WindowId: str | None
+    Description: str | None
+    Id: str | None
+    Name: str | None
+    OwnerInformation: str | None
 
 
 class Targets(TypedDict):
-    Key: Optional[str]
-    Values: Optional[list[str]]
+    Key: str | None
+    Values: list[str] | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/ssm/resource_providers/aws_ssm_maintenancewindowtarget_plugin.py b/localstack-core/localstack/services/ssm/resource_providers/aws_ssm_maintenancewindowtarget_plugin.py
index c16b5208eff20..b3f9bcd876553 100644
--- a/localstack-core/localstack/services/ssm/resource_providers/aws_ssm_maintenancewindowtarget_plugin.py
+++ b/localstack-core/localstack/services/ssm/resource_providers/aws_ssm_maintenancewindowtarget_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class SSMMaintenanceWindowTargetProviderPlugin(CloudFormationResourceProviderPlu
     name = "AWS::SSM::MaintenanceWindowTarget"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.ssm.resource_providers.aws_ssm_maintenancewindowtarget import (
diff --git a/localstack-core/localstack/services/ssm/resource_providers/aws_ssm_maintenancewindowtask.py b/localstack-core/localstack/services/ssm/resource_providers/aws_ssm_maintenancewindowtask.py
index 01b2f165a9aaa..5f8a33d8c7f78 100644
--- a/localstack-core/localstack/services/ssm/resource_providers/aws_ssm_maintenancewindowtask.py
+++ b/localstack-core/localstack/services/ssm/resource_providers/aws_ssm_maintenancewindowtask.py
@@ -2,7 +2,7 @@
 from __future__ import annotations
 
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -14,80 +14,80 @@
 
 
 class SSMMaintenanceWindowTaskProperties(TypedDict):
-    Priority: Optional[int]
-    TaskArn: Optional[str]
-    TaskType: Optional[str]
-    WindowId: Optional[str]
-    CutoffBehavior: Optional[str]
-    Description: Optional[str]
-    Id: Optional[str]
-    LoggingInfo: Optional[LoggingInfo]
-    MaxConcurrency: Optional[str]
-    MaxErrors: Optional[str]
-    Name: Optional[str]
-    ServiceRoleArn: Optional[str]
-    Targets: Optional[list[Target]]
-    TaskInvocationParameters: Optional[TaskInvocationParameters]
-    TaskParameters: Optional[dict]
+    Priority: int | None
+    TaskArn: str | None
+    TaskType: str | None
+    WindowId: str | None
+    CutoffBehavior: str | None
+    Description: str | None
+    Id: str | None
+    LoggingInfo: LoggingInfo | None
+    MaxConcurrency: str | None
+    MaxErrors: str | None
+    Name: str | None
+    ServiceRoleArn: str | None
+    Targets: list[Target] | None
+    TaskInvocationParameters: TaskInvocationParameters | None
+    TaskParameters: dict | None
 
 
 class Target(TypedDict):
-    Key: Optional[str]
-    Values: Optional[list[str]]
+    Key: str | None
+    Values: list[str] | None
 
 
 class MaintenanceWindowStepFunctionsParameters(TypedDict):
-    Input: Optional[str]
-    Name: Optional[str]
+    Input: str | None
+    Name: str | None
 
 
 class CloudWatchOutputConfig(TypedDict):
-    CloudWatchLogGroupName: Optional[str]
-    CloudWatchOutputEnabled: Optional[bool]
+    CloudWatchLogGroupName: str | None
+    CloudWatchOutputEnabled: bool | None
 
 
 class NotificationConfig(TypedDict):
-    NotificationArn: Optional[str]
-    NotificationEvents: Optional[list[str]]
-    NotificationType: Optional[str]
+    NotificationArn: str | None
+    NotificationEvents: list[str] | None
+    NotificationType: str | None
 
 
 class MaintenanceWindowRunCommandParameters(TypedDict):
-    CloudWatchOutputConfig: Optional[CloudWatchOutputConfig]
-    Comment: Optional[str]
-    DocumentHash: Optional[str]
-    DocumentHashType: Optional[str]
-    DocumentVersion: Optional[str]
-    NotificationConfig: Optional[NotificationConfig]
-    OutputS3BucketName: Optional[str]
-    OutputS3KeyPrefix: Optional[str]
-    Parameters: Optional[dict]
-    ServiceRoleArn: Optional[str]
-    TimeoutSeconds: Optional[int]
+    CloudWatchOutputConfig: CloudWatchOutputConfig | None
+    Comment: str | None
+    DocumentHash: str | None
+    DocumentHashType: str | None
+    DocumentVersion: str | None
+    NotificationConfig: NotificationConfig | None
+    OutputS3BucketName: str | None
+    OutputS3KeyPrefix: str | None
+    Parameters: dict | None
+    ServiceRoleArn: str | None
+    TimeoutSeconds: int | None
 
 
 class MaintenanceWindowLambdaParameters(TypedDict):
-    ClientContext: Optional[str]
-    Payload: Optional[str]
-    Qualifier: Optional[str]
+    ClientContext: str | None
+    Payload: str | None
+    Qualifier: str | None
 
 
 class MaintenanceWindowAutomationParameters(TypedDict):
-    DocumentVersion: Optional[str]
-    Parameters: Optional[dict]
+    DocumentVersion: str | None
+    Parameters: dict | None
 
 
 class TaskInvocationParameters(TypedDict):
-    MaintenanceWindowAutomationParameters: Optional[MaintenanceWindowAutomationParameters]
-    MaintenanceWindowLambdaParameters: Optional[MaintenanceWindowLambdaParameters]
-    MaintenanceWindowRunCommandParameters: Optional[MaintenanceWindowRunCommandParameters]
-    MaintenanceWindowStepFunctionsParameters: Optional[MaintenanceWindowStepFunctionsParameters]
+    MaintenanceWindowAutomationParameters: MaintenanceWindowAutomationParameters | None
+    MaintenanceWindowLambdaParameters: MaintenanceWindowLambdaParameters | None
+    MaintenanceWindowRunCommandParameters: MaintenanceWindowRunCommandParameters | None
+    MaintenanceWindowStepFunctionsParameters: MaintenanceWindowStepFunctionsParameters | None
 
 
 class LoggingInfo(TypedDict):
-    Region: Optional[str]
-    S3Bucket: Optional[str]
-    S3Prefix: Optional[str]
+    Region: str | None
+    S3Bucket: str | None
+    S3Prefix: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/ssm/resource_providers/aws_ssm_maintenancewindowtask_plugin.py b/localstack-core/localstack/services/ssm/resource_providers/aws_ssm_maintenancewindowtask_plugin.py
index 494b10f07bd48..906565014d2c9 100644
--- a/localstack-core/localstack/services/ssm/resource_providers/aws_ssm_maintenancewindowtask_plugin.py
+++ b/localstack-core/localstack/services/ssm/resource_providers/aws_ssm_maintenancewindowtask_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class SSMMaintenanceWindowTaskProviderPlugin(CloudFormationResourceProviderPlugi
     name = "AWS::SSM::MaintenanceWindowTask"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.ssm.resource_providers.aws_ssm_maintenancewindowtask import (
diff --git a/localstack-core/localstack/services/ssm/resource_providers/aws_ssm_parameter.py b/localstack-core/localstack/services/ssm/resource_providers/aws_ssm_parameter.py
index 95ea2ecb4d214..e6ee2b967eac6 100644
--- a/localstack-core/localstack/services/ssm/resource_providers/aws_ssm_parameter.py
+++ b/localstack-core/localstack/services/ssm/resource_providers/aws_ssm_parameter.py
@@ -2,7 +2,7 @@
 from __future__ import annotations
 
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -14,15 +14,15 @@
 
 
 class SSMParameterProperties(TypedDict):
-    Type: Optional[str]
-    Value: Optional[str]
-    AllowedPattern: Optional[str]
-    DataType: Optional[str]
-    Description: Optional[str]
-    Name: Optional[str]
-    Policies: Optional[str]
-    Tags: Optional[dict]
-    Tier: Optional[str]
+    Type: str | None
+    Value: str | None
+    AllowedPattern: str | None
+    DataType: str | None
+    Description: str | None
+    Name: str | None
+    Policies: str | None
+    Tags: dict | None
+    Tier: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/ssm/resource_providers/aws_ssm_parameter_plugin.py b/localstack-core/localstack/services/ssm/resource_providers/aws_ssm_parameter_plugin.py
index e75f657f22100..5cda5c985867a 100644
--- a/localstack-core/localstack/services/ssm/resource_providers/aws_ssm_parameter_plugin.py
+++ b/localstack-core/localstack/services/ssm/resource_providers/aws_ssm_parameter_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class SSMParameterProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::SSM::Parameter"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.ssm.resource_providers.aws_ssm_parameter import (
diff --git a/localstack-core/localstack/services/ssm/resource_providers/aws_ssm_patchbaseline.py b/localstack-core/localstack/services/ssm/resource_providers/aws_ssm_patchbaseline.py
index 7c3623c981eee..927cbdcbc962d 100644
--- a/localstack-core/localstack/services/ssm/resource_providers/aws_ssm_patchbaseline.py
+++ b/localstack-core/localstack/services/ssm/resource_providers/aws_ssm_patchbaseline.py
@@ -2,7 +2,7 @@
 from __future__ import annotations
 
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -14,52 +14,52 @@
 
 
 class SSMPatchBaselineProperties(TypedDict):
-    Name: Optional[str]
-    ApprovalRules: Optional[RuleGroup]
-    ApprovedPatches: Optional[list[str]]
-    ApprovedPatchesComplianceLevel: Optional[str]
-    ApprovedPatchesEnableNonSecurity: Optional[bool]
-    Description: Optional[str]
-    GlobalFilters: Optional[PatchFilterGroup]
-    Id: Optional[str]
-    OperatingSystem: Optional[str]
-    PatchGroups: Optional[list[str]]
-    RejectedPatches: Optional[list[str]]
-    RejectedPatchesAction: Optional[str]
-    Sources: Optional[list[PatchSource]]
-    Tags: Optional[list[Tag]]
+    Name: str | None
+    ApprovalRules: RuleGroup | None
+    ApprovedPatches: list[str] | None
+    ApprovedPatchesComplianceLevel: str | None
+    ApprovedPatchesEnableNonSecurity: bool | None
+    Description: str | None
+    GlobalFilters: PatchFilterGroup | None
+    Id: str | None
+    OperatingSystem: str | None
+    PatchGroups: list[str] | None
+    RejectedPatches: list[str] | None
+    RejectedPatchesAction: str | None
+    Sources: list[PatchSource] | None
+    Tags: list[Tag] | None
 
 
 class PatchFilter(TypedDict):
-    Key: Optional[str]
-    Values: Optional[list[str]]
+    Key: str | None
+    Values: list[str] | None
 
 
 class PatchFilterGroup(TypedDict):
-    PatchFilters: Optional[list[PatchFilter]]
+    PatchFilters: list[PatchFilter] | None
 
 
 class Rule(TypedDict):
-    ApproveAfterDays: Optional[int]
-    ApproveUntilDate: Optional[dict]
-    ComplianceLevel: Optional[str]
-    EnableNonSecurity: Optional[bool]
-    PatchFilterGroup: Optional[PatchFilterGroup]
+    ApproveAfterDays: int | None
+    ApproveUntilDate: dict | None
+    ComplianceLevel: str | None
+    EnableNonSecurity: bool | None
+    PatchFilterGroup: PatchFilterGroup | None
 
 
 class RuleGroup(TypedDict):
-    PatchRules: Optional[list[Rule]]
+    PatchRules: list[Rule] | None
 
 
 class PatchSource(TypedDict):
-    Configuration: Optional[str]
-    Name: Optional[str]
-    Products: Optional[list[str]]
+    Configuration: str | None
+    Name: str | None
+    Products: list[str] | None
 
 
 class Tag(TypedDict):
-    Key: Optional[str]
-    Value: Optional[str]
+    Key: str | None
+    Value: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/ssm/resource_providers/aws_ssm_patchbaseline_plugin.py b/localstack-core/localstack/services/ssm/resource_providers/aws_ssm_patchbaseline_plugin.py
index 3991ae2eec102..3282273f9fbaf 100644
--- a/localstack-core/localstack/services/ssm/resource_providers/aws_ssm_patchbaseline_plugin.py
+++ b/localstack-core/localstack/services/ssm/resource_providers/aws_ssm_patchbaseline_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class SSMPatchBaselineProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::SSM::PatchBaseline"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.ssm.resource_providers.aws_ssm_patchbaseline import (
diff --git a/localstack-core/localstack/services/stepfunctions/asl/antlt4utils/antlr4utils.py b/localstack-core/localstack/services/stepfunctions/asl/antlt4utils/antlr4utils.py
index 61c7d073abb19..2340d3f49aa00 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/antlt4utils/antlr4utils.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/antlt4utils/antlr4utils.py
@@ -1,11 +1,10 @@
 import ast
-from typing import Optional
 
 from antlr4 import ParserRuleContext
 from antlr4.tree.Tree import ParseTree, TerminalNodeImpl
 
 
-def is_production(pt: ParseTree, rule_index: Optional[int] = None) -> Optional[ParserRuleContext]:
+def is_production(pt: ParseTree, rule_index: int | None = None) -> ParserRuleContext | None:
     if isinstance(pt, ParserRuleContext):
         prc = pt.getRuleContext()  # noqa
         if rule_index is not None:
@@ -14,7 +13,7 @@ def is_production(pt: ParseTree, rule_index: Optional[int] = None) -> Optional[P
     return None
 
 
-def is_terminal(pt: ParseTree, token_type: Optional[int] = None) -> Optional[TerminalNodeImpl]:
+def is_terminal(pt: ParseTree, token_type: int | None = None) -> TerminalNodeImpl | None:
     if isinstance(pt, TerminalNodeImpl):
         if token_type is not None:
             return pt if pt.getSymbol().type == token_type else None
@@ -22,7 +21,7 @@ def is_terminal(pt: ParseTree, token_type: Optional[int] = None) -> Optional[Ter
     return None
 
 
-def from_string_literal(parser_rule_context: ParserRuleContext) -> Optional[str]:
+def from_string_literal(parser_rule_context: ParserRuleContext) -> str | None:
     string_literal = parser_rule_context.getText()
     if string_literal.startswith('"') and string_literal.endswith('"'):
         string_literal = string_literal[1:-1]
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/common/catch/catcher_decl.py b/localstack-core/localstack/services/stepfunctions/asl/component/common/catch/catcher_decl.py
index 44705370da1cd..872f14c17c707 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/common/catch/catcher_decl.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/common/catch/catcher_decl.py
@@ -1,6 +1,6 @@
 from __future__ import annotations
 
-from typing import Final, Optional
+from typing import Final
 
 from localstack.services.stepfunctions.asl.component.common.assign.assign_decl import AssignDecl
 from localstack.services.stepfunctions.asl.component.common.catch.catcher_outcome import (
@@ -34,19 +34,19 @@ class CatcherDecl(EvalComponent):
 
     error_equals: Final[ErrorEqualsDecl]
     next_decl: Final[Next]
-    result_path: Final[Optional[ResultPath]]
-    assign: Final[Optional[AssignDecl]]
-    output: Final[Optional[Output]]
-    comment: Final[Optional[Comment]]
+    result_path: Final[ResultPath | None]
+    assign: Final[AssignDecl | None]
+    output: Final[Output | None]
+    comment: Final[Comment | None]
 
     def __init__(
         self,
         error_equals: ErrorEqualsDecl,
         next_decl: Next,
-        result_path: Optional[ResultPath],
-        assign: Optional[AssignDecl],
-        output: Optional[Output],
-        comment: Optional[Comment],
+        result_path: ResultPath | None,
+        assign: AssignDecl | None,
+        output: Output | None,
+        comment: Comment | None,
     ):
         self.error_equals = error_equals
         self.next_decl = next_decl
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/common/error_name/custom_error_name.py b/localstack-core/localstack/services/stepfunctions/asl/component/common/error_name/custom_error_name.py
index 6d4ed3954ad1f..14155be70b7e9 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/common/error_name/custom_error_name.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/common/error_name/custom_error_name.py
@@ -1,4 +1,4 @@
-from typing import Final, Optional
+from typing import Final
 
 from localstack.services.stepfunctions.asl.component.common.error_name.error_name import ErrorName
 
@@ -10,7 +10,7 @@ class CustomErrorName(ErrorName):
     States MAY report errors with other names, which MUST NOT begin with the prefix "States.".
     """
 
-    def __init__(self, error_name: Optional[str]):
+    def __init__(self, error_name: str | None):
         if error_name is not None and error_name.startswith(ILLEGAL_CUSTOM_ERROR_PREFIX):
             raise ValueError(
                 f"Custom Error Names MUST NOT begin with the prefix 'States.', got '{error_name}'."
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/common/error_name/error_name.py b/localstack-core/localstack/services/stepfunctions/asl/component/common/error_name/error_name.py
index 50e09e290aa4f..443c1daff7f54 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/common/error_name/error_name.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/common/error_name/error_name.py
@@ -1,18 +1,18 @@
 from __future__ import annotations
 
 import abc
-from typing import Final, Optional
+from typing import Final
 
 from localstack.services.stepfunctions.asl.component.component import Component
 
 
 class ErrorName(Component, abc.ABC):
-    error_name: Final[Optional[str]]
+    error_name: Final[str | None]
 
-    def __init__(self, error_name: Optional[str]):
+    def __init__(self, error_name: str | None):
         self.error_name = error_name
 
-    def matches(self, error_name: Optional[str]) -> bool:
+    def matches(self, error_name: str | None) -> bool:
         return self.error_name == error_name
 
     def __eq__(self, other):
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/common/error_name/failure_event.py b/localstack-core/localstack/services/stepfunctions/asl/component/common/error_name/failure_event.py
index 4624ea025395b..2320cd5ad9f23 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/common/error_name/failure_event.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/common/error_name/failure_event.py
@@ -1,4 +1,4 @@
-from typing import Final, Optional
+from typing import Final
 
 from localstack.aws.api.stepfunctions import (
     EvaluationFailedEventDetails,
@@ -16,16 +16,16 @@
 class FailureEvent:
     state_name: Final[str]
     source_event_id: Final[int]
-    error_name: Final[Optional[ErrorName]]
+    error_name: Final[ErrorName | None]
     event_type: Final[HistoryEventType]
-    event_details: Final[Optional[EventDetails]]
+    event_details: Final[EventDetails | None]
 
     def __init__(
         self,
         env: Environment,
-        error_name: Optional[ErrorName],
+        error_name: ErrorName | None,
         event_type: HistoryEventType,
-        event_details: Optional[EventDetails] = None,
+        event_details: EventDetails | None = None,
     ):
         self.state_name = env.next_state_name
         self.source_event_id = env.event_history_context.source_event_id
@@ -40,7 +40,7 @@ class FailureEventException(Exception):
     def __init__(self, failure_event: FailureEvent):
         self.failure_event = failure_event
 
-    def extract_error_cause_pair(self) -> Optional[tuple[Optional[str], Optional[str]]]:
+    def extract_error_cause_pair(self) -> tuple[str | None, str | None] | None:
         if self.failure_event.event_details is None:
             return None
 
@@ -54,7 +54,7 @@ def extract_error_cause_pair(self) -> Optional[tuple[Optional[str], Optional[str
             cause = failure_event_spec["cause"]
         return error, cause
 
-    def get_evaluation_failed_event_details(self) -> Optional[EvaluationFailedEventDetails]:
+    def get_evaluation_failed_event_details(self) -> EvaluationFailedEventDetails | None:
         original_failed_event_details = self.failure_event.event_details[
             "evaluationFailedEventDetails"
         ]
@@ -80,7 +80,7 @@ def get_evaluation_failed_event_details(self) -> Optional[EvaluationFailedEventD
 
         return evaluation_failed_event_details
 
-    def get_execution_failed_event_details(self) -> Optional[ExecutionFailedEventDetails]:
+    def get_execution_failed_event_details(self) -> ExecutionFailedEventDetails | None:
         maybe_error_cause_pair = self.extract_error_cause_pair()
         if maybe_error_cause_pair is None:
             return None
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/common/jsonata/jsonata_template_binding.py b/localstack-core/localstack/services/stepfunctions/asl/component/common/jsonata/jsonata_template_binding.py
index 3833f14c0abdc..dbdc0f581ec74 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/common/jsonata/jsonata_template_binding.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/common/jsonata/jsonata_template_binding.py
@@ -1,6 +1,6 @@
 from __future__ import annotations
 
-from typing import Final, Optional
+from typing import Final
 
 from localstack.services.stepfunctions.asl.component.common.jsonata.jsonata_template_value import (
     JSONataTemplateValue,
@@ -17,7 +17,7 @@ def __init__(self, identifier: str, value: JSONataTemplateValue):
         self.identifier = identifier
         self.value = value
 
-    def _field_name(self) -> Optional[str]:
+    def _field_name(self) -> str | None:
         return self.identifier
 
     def _eval_body(self, env: Environment) -> None:
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/common/path/input_path.py b/localstack-core/localstack/services/stepfunctions/asl/component/common/path/input_path.py
index 8c0d4e6cbb4e7..81f3a5b67ba41 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/common/path/input_path.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/common/path/input_path.py
@@ -1,4 +1,4 @@
-from typing import Final, Optional
+from typing import Final
 
 from localstack.aws.api.stepfunctions import HistoryEventType, TaskFailedEventDetails
 from localstack.services.stepfunctions.asl.component.common.error_name.failure_event import (
@@ -22,9 +22,9 @@
 
 
 class InputPath(EvalComponent):
-    string_sampler: Final[Optional[StringSampler]]
+    string_sampler: Final[StringSampler | None]
 
-    def __init__(self, string_sampler: Optional[StringSampler]):
+    def __init__(self, string_sampler: StringSampler | None):
         self.string_sampler = string_sampler
 
     def _eval_body(self, env: Environment) -> None:
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/common/path/output_path.py b/localstack-core/localstack/services/stepfunctions/asl/component/common/path/output_path.py
index b40586aa8e716..762da9084db16 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/common/path/output_path.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/common/path/output_path.py
@@ -1,4 +1,4 @@
-from typing import Final, Optional
+from typing import Final
 
 from localstack.aws.api.stepfunctions import HistoryEventType, TaskFailedEventDetails
 from localstack.services.stepfunctions.asl.component.common.error_name.failure_event import (
@@ -21,9 +21,9 @@
 
 
 class OutputPath(EvalComponent):
-    string_sampler: Final[Optional[StringSampler]]
+    string_sampler: Final[StringSampler | None]
 
-    def __init__(self, string_sampler: Optional[StringSampler]):
+    def __init__(self, string_sampler: StringSampler | None):
         self.string_sampler = string_sampler
 
     def _eval_body(self, env: Environment) -> None:
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/common/path/result_path.py b/localstack-core/localstack/services/stepfunctions/asl/component/common/path/result_path.py
index bfcb3f2cfe91d..67224ed145652 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/common/path/result_path.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/common/path/result_path.py
@@ -1,5 +1,5 @@
 import copy
-from typing import Final, Optional
+from typing import Final
 
 from jsonpath_ng import parse
 
@@ -10,9 +10,9 @@
 class ResultPath(EvalComponent):
     DEFAULT_PATH: Final[str] = "$"
 
-    result_path_src: Final[Optional[str]]
+    result_path_src: Final[str | None]
 
-    def __init__(self, result_path_src: Optional[str]):
+    def __init__(self, result_path_src: str | None):
         self.result_path_src = result_path_src
 
     def _eval_body(self, env: Environment) -> None:
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/common/payload/payloadvalue/payloadbinding/payload_binding.py b/localstack-core/localstack/services/stepfunctions/asl/component/common/payload/payloadvalue/payloadbinding/payload_binding.py
index 1b7d7fb527634..daef4e7bc9605 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/common/payload/payloadvalue/payloadbinding/payload_binding.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/common/payload/payloadvalue/payloadbinding/payload_binding.py
@@ -1,5 +1,5 @@
 import abc
-from typing import Any, Final, Optional
+from typing import Any, Final
 
 from localstack.services.stepfunctions.asl.component.common.payload.payloadvalue.payload_value import (
     PayloadValue,
@@ -16,7 +16,7 @@ class PayloadBinding(PayloadValue, abc.ABC):
     def __init__(self, field: str):
         self.field = field
 
-    def _field_name(self) -> Optional[str]:
+    def _field_name(self) -> str | None:
         return self.field
 
     @abc.abstractmethod
@@ -36,7 +36,7 @@ def __init__(self, field: str, string_expression_simple: StringExpressionSimple)
         super().__init__(field=field)
         self.string_expression_simple = string_expression_simple
 
-    def _field_name(self) -> Optional[str]:
+    def _field_name(self) -> str | None:
         return f"{self.field}.$"
 
     def _eval_val(self, env: Environment) -> Any:
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/common/retry/retrier_decl.py b/localstack-core/localstack/services/stepfunctions/asl/component/common/retry/retrier_decl.py
index 108a4f97790e5..f4871cbd3a67a 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/common/retry/retrier_decl.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/common/retry/retrier_decl.py
@@ -1,7 +1,7 @@
 from __future__ import annotations
 
 import time
-from typing import Final, Optional
+from typing import Final
 
 from localstack.services.stepfunctions.asl.component.common.comment import Comment
 from localstack.services.stepfunctions.asl.component.common.error_name.error_equals_decl import (
@@ -38,17 +38,17 @@ class RetrierDecl(EvalComponent):
     backoff_rate: Final[BackoffRateDecl]
     max_delay_seconds: Final[MaxDelaySecondsDecl]
     jitter_strategy: Final[JitterStrategyDecl]
-    comment: Final[Optional[Comment]]
+    comment: Final[Comment | None]
 
     def __init__(
         self,
         error_equals: ErrorEqualsDecl,
-        interval_seconds: Optional[IntervalSecondsDecl] = None,
-        max_attempts: Optional[MaxAttemptsDecl] = None,
-        backoff_rate: Optional[BackoffRateDecl] = None,
-        max_delay_seconds: Optional[MaxDelaySecondsDecl] = None,
-        jitter_strategy: Optional[JitterStrategyDecl] = None,
-        comment: Optional[Comment] = None,
+        interval_seconds: IntervalSecondsDecl | None = None,
+        max_attempts: MaxAttemptsDecl | None = None,
+        backoff_rate: BackoffRateDecl | None = None,
+        max_delay_seconds: MaxDelaySecondsDecl | None = None,
+        jitter_strategy: JitterStrategyDecl | None = None,
+        comment: Comment | None = None,
     ):
         self.error_equals = error_equals
         self.interval_seconds = interval_seconds or IntervalSecondsDecl()
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/common/string/string_expression.py b/localstack-core/localstack/services/stepfunctions/asl/component/common/string/string_expression.py
index 3f4be28c7e14c..e0cabde476520 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/common/string/string_expression.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/common/string/string_expression.py
@@ -1,6 +1,6 @@
 import abc
 import copy
-from typing import Any, Final, Optional
+from typing import Any, Final
 
 from localstack.aws.api.stepfunctions import HistoryEventType, TaskFailedEventDetails
 from localstack.services.events.utils import to_json_str
@@ -46,7 +46,7 @@ class StringExpression(EvalComponent, abc.ABC):
     def __init__(self, literal_value: str):
         self.literal_value = literal_value
 
-    def _field_name(self) -> Optional[str]:
+    def _field_name(self) -> str | None:
         return None
 
 
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/common/timeouts/timeout.py b/localstack-core/localstack/services/stepfunctions/asl/component/common/timeouts/timeout.py
index 03ae1a6ba2e33..fb90f963e4ad8 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/common/timeouts/timeout.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/common/timeouts/timeout.py
@@ -1,5 +1,5 @@
 import abc
-from typing import Final, Optional
+from typing import Final
 
 from localstack.aws.api.stepfunctions import (
     ExecutionFailedEventDetails,
@@ -44,13 +44,13 @@ def _eval_body(self, env: Environment) -> None:
 class TimeoutSeconds(Timeout):
     DEFAULT_TIMEOUT_SECONDS: Final[int] = 99999999
 
-    def __init__(self, timeout_seconds: int, is_default: Optional[bool] = None):
+    def __init__(self, timeout_seconds: int, is_default: bool | None = None):
         if not isinstance(timeout_seconds, int) and timeout_seconds <= 0:
             raise ValueError(
                 f"Expected non-negative integer for TimeoutSeconds, got '{timeout_seconds}' instead."
             )
         self.timeout_seconds: Final[int] = timeout_seconds
-        self.is_default: Optional[bool] = is_default
+        self.is_default: bool | None = is_default
 
     def is_default_value(self) -> bool:
         if self.is_default is not None:
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/eval_component.py b/localstack-core/localstack/services/stepfunctions/asl/component/eval_component.py
index cd7940208f5cc..3db4e599e3273 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/eval_component.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/eval_component.py
@@ -1,6 +1,5 @@
 import abc
 import logging
-from typing import Optional
 
 from localstack.services.stepfunctions.asl.component.common.error_name.failure_event import (
     FailureEventException,
@@ -14,7 +13,7 @@
 
 
 class EvalComponent(Component, abc.ABC):
-    __heap_key: Optional[str] = None
+    __heap_key: str | None = None
 
     @property
     def heap_key(self) -> str:
@@ -82,5 +81,5 @@ def eval(self, env: Environment) -> None:
     def _eval_body(self, env: Environment) -> None:
         raise NotImplementedError()
 
-    def _field_name(self) -> Optional[str]:
+    def _field_name(self) -> str | None:
         return self.__class__.__name__
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/intrinsic/argument/argument.py b/localstack-core/localstack/services/stepfunctions/asl/component/intrinsic/argument/argument.py
index 6438471c8becb..412e627c43603 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/intrinsic/argument/argument.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/intrinsic/argument/argument.py
@@ -1,5 +1,5 @@
 import abc
-from typing import Any, Final, Optional
+from typing import Any, Final
 
 from localstack.services.stepfunctions.asl.component.common.string.string_expression import (
     StringVariableSample,
@@ -32,9 +32,9 @@ def _eval_body(self, env: Environment) -> None:
 
 
 class ArgumentLiteral(Argument):
-    definition_value: Final[Optional[Any]]
+    definition_value: Final[Any | None]
 
-    def __init__(self, definition_value: Optional[Any]):
+    def __init__(self, definition_value: Any | None):
         self.definition_value = definition_value
 
     def _eval_argument(self, env: Environment) -> Any:
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/intrinsic/jsonata.py b/localstack-core/localstack/services/stepfunctions/asl/component/intrinsic/jsonata.py
index 8602aed713e63..6c584ea3f0f52 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/intrinsic/jsonata.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/intrinsic/jsonata.py
@@ -1,4 +1,4 @@
-from typing import Final, Optional
+from typing import Final
 
 from localstack.services.stepfunctions.asl.jsonata.jsonata import (
     VariableDeclarations,
@@ -77,7 +77,7 @@ def get_intrinsic_functions_declarations(
 ) -> VariableDeclarations:
     declarations: list[str] = list()
     for variable_reference in variable_references:
-        declaration: Optional[VariableDeclarations] = _DECLARATION_BY_VARIABLE_REFERENCE.get(
+        declaration: VariableDeclarations | None = _DECLARATION_BY_VARIABLE_REFERENCE.get(
             variable_reference
         )
         if declaration:
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/program/program.py b/localstack-core/localstack/services/stepfunctions/asl/component/program/program.py
index e86a5cd076620..d06fc00ba7954 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/program/program.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/program/program.py
@@ -1,6 +1,6 @@
 import logging
 import threading
-from typing import Final, Optional
+from typing import Final
 
 from localstack.aws.api.stepfunctions import (
     ExecutionAbortedEventDetails,
@@ -47,18 +47,18 @@ class Program(EvalComponent):
     query_language: Final[QueryLanguage]
     start_at: Final[StartAt]
     states: Final[States]
-    timeout_seconds: Final[Optional[TimeoutSeconds]]
-    comment: Final[Optional[Comment]]
-    version: Final[Optional[Version]]
+    timeout_seconds: Final[TimeoutSeconds | None]
+    comment: Final[Comment | None]
+    version: Final[Version | None]
 
     def __init__(
         self,
         query_language: QueryLanguage,
         start_at: StartAt,
         states: States,
-        timeout_seconds: Optional[TimeoutSeconds],
-        comment: Optional[Comment] = None,
-        version: Optional[Version] = None,
+        timeout_seconds: TimeoutSeconds | None,
+        comment: Comment | None = None,
+        version: Version | None = None,
     ):
         self.query_language = query_language
         self.start_at = start_at
@@ -68,7 +68,7 @@ def __init__(
         self.version = version
 
     def _get_state(self, state_name: str) -> CommonStateField:
-        state: Optional[CommonStateField] = self.states.states.get(state_name, None)
+        state: CommonStateField | None = self.states.states.get(state_name, None)
         if state is None:
             raise ValueError(f"No such state {state}.")
         return state
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state.py
index 7e7004b27e31d..fe28c07e41e44 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state.py
@@ -2,10 +2,9 @@
 
 import abc
 import datetime
-import json
 import logging
 from abc import ABC
-from typing import Final, Optional, Union
+from typing import Any, Final
 
 from localstack.aws.api.stepfunctions import (
     ExecutionFailedEventDetails,
@@ -74,27 +73,27 @@ class CommonStateField(EvalComponent, ABC):
     continue_with: ContinueWith
 
     # Holds a human-readable description of the state.
-    comment: Optional[Comment]
+    comment: Comment | None
 
     # A path that selects a portion of the state's input to be passed to the state's state_task for processing.
     # If omitted, it has the value $ which designates the entire input.
-    input_path: Optional[InputPath]
+    input_path: InputPath | None
 
     # A path that selects a portion of the state's output to be passed to the next state.
     # If omitted, it has the value $ which designates the entire output.
-    output_path: Optional[OutputPath]
+    output_path: OutputPath | None
 
-    assign_decl: Optional[AssignDecl]
+    assign_decl: AssignDecl | None
 
-    output: Optional[Output]
+    output: Output | None
 
     state_entered_event_type: Final[HistoryEventType]
-    state_exited_event_type: Final[Optional[HistoryEventType]]
+    state_exited_event_type: Final[HistoryEventType | None]
 
     def __init__(
         self,
         state_entered_event_type: HistoryEventType,
-        state_exited_event_type: Optional[HistoryEventType],
+        state_exited_event_type: HistoryEventType | None,
     ):
         self.state_entered_event_type = state_entered_event_type
         self.state_exited_event_type = state_exited_event_type
@@ -163,7 +162,7 @@ def _get_state_exited_event_details(self, env: Environment) -> StateExitedEventD
             event_details["assignedVariablesDetails"] = {"truncated": False}  # noqa
         return event_details
 
-    def _verify_size_quota(self, env: Environment, value: Union[str, json]) -> None:
+    def _verify_size_quota(self, env: Environment, value: str | Any) -> None:
         is_within: bool = is_within_size_quota(value)
         if is_within:
             return
@@ -215,7 +214,7 @@ def _eval_body(self, env: Environment) -> None:
             ),
         )
         env.states.context_object.context_object_data["State"] = StateData(
-            EnteredTime=datetime.datetime.now(tz=datetime.timezone.utc).isoformat(), Name=self.name
+            EnteredTime=datetime.datetime.now(tz=datetime.UTC).isoformat(), Name=self.name
         )
 
         self._eval_state_input(env=env)
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_choice/choice_rule.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_choice/choice_rule.py
index a946eec561292..bf12b6c628174 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_choice/choice_rule.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_choice/choice_rule.py
@@ -1,4 +1,4 @@
-from typing import Final, Optional
+from typing import Final
 
 from localstack.services.stepfunctions.asl.component.common.assign.assign_decl import AssignDecl
 from localstack.services.stepfunctions.asl.component.common.comment import Comment
@@ -12,19 +12,19 @@
 
 
 class ChoiceRule(EvalComponent):
-    comparison: Final[Optional[Comparison]]
-    next_stmt: Final[Optional[Next]]
-    comment: Final[Optional[Comment]]
-    assign: Final[Optional[AssignDecl]]
-    output: Final[Optional[Output]]
+    comparison: Final[Comparison | None]
+    next_stmt: Final[Next | None]
+    comment: Final[Comment | None]
+    assign: Final[AssignDecl | None]
+    output: Final[Output | None]
 
     def __init__(
         self,
-        comparison: Optional[Comparison],
-        next_stmt: Optional[Next],
-        comment: Optional[Comment],
-        assign: Optional[AssignDecl],
-        output: Optional[Output],
+        comparison: Comparison | None,
+        next_stmt: Next | None,
+        comment: Comment | None,
+        assign: AssignDecl | None,
+        output: Output | None,
     ):
         self.comparison = comparison
         self.next_stmt = next_stmt
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_choice/comparison/operator/implementations/is_operator.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_choice/comparison/operator/implementations/is_operator.py
index e998ae1a50a0c..33885eda4ea8e 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_choice/comparison/operator/implementations/is_operator.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_choice/comparison/operator/implementations/is_operator.py
@@ -1,6 +1,6 @@
 import datetime
 import logging
-from typing import Any, Final, Optional
+from typing import Any, Final
 
 from localstack.services.stepfunctions.asl.component.state.state_choice.comparison.comparison_operator_type import (
     ComparisonOperatorType,
@@ -88,7 +88,7 @@ def impl_name() -> str:
         return str(ComparisonOperatorType.IsTimestamp)
 
     @staticmethod
-    def string_to_timestamp(string: str) -> Optional[datetime.datetime]:
+    def string_to_timestamp(string: str) -> datetime.datetime | None:
         try:
             return datetime.datetime.strptime(string, IsTimestamp.TIMESTAMP_FORMAT)
         except Exception:
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_choice/state_choice.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_choice/state_choice.py
index 99d21029a3fc3..3e6bcc9e92daa 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_choice/state_choice.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_choice/state_choice.py
@@ -1,5 +1,3 @@
-from typing import Optional
-
 from localstack.aws.api.stepfunctions import HistoryEventType
 from localstack.services.stepfunctions.asl.component.common.flow.end import End
 from localstack.services.stepfunctions.asl.component.common.flow.next import Next
@@ -16,7 +14,7 @@
 
 class StateChoice(CommonStateField):
     choices_decl: ChoicesDecl
-    default_state: Optional[DefaultDecl]
+    default_state: DefaultDecl | None
 
     def __init__(self):
         super(StateChoice, self).__init__(
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/execute_state.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/execute_state.py
index c32150cb3eb12..84ec9fe67d4e1 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/execute_state.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/execute_state.py
@@ -3,7 +3,7 @@
 import logging
 import threading
 from threading import Thread
-from typing import Any, Optional
+from typing import Any
 
 from localstack.aws.api.stepfunctions import HistoryEventType, TaskFailedEventDetails
 from localstack.services.stepfunctions.asl.component.common.catch.catch_decl import CatchDecl
@@ -44,7 +44,7 @@ class ExecutionState(CommonStateField, abc.ABC):
     def __init__(
         self,
         state_entered_event_type: HistoryEventType,
-        state_exited_event_type: Optional[HistoryEventType],
+        state_exited_event_type: HistoryEventType | None,
     ):
         super().__init__(
             state_entered_event_type=state_entered_event_type,
@@ -54,20 +54,20 @@ def __init__(
         # Specifies where (in the input) to place the results of executing the state_task that's specified in Resource.
         # The input is then filtered as specified by the OutputPath field (if present) before being used as the
         # state's output.
-        self.result_path: Optional[ResultPath] = None
+        self.result_path: ResultPath | None = None
 
         # ResultSelector (Optional)
         # Pass a collection of key value pairs, where the values are static or selected from the result.
-        self.result_selector: Optional[ResultSelector] = None
+        self.result_selector: ResultSelector | None = None
 
         # Retry (Optional)
         # An array of objects, called Retriers, that define a retry policy if the state encounters runtime errors.
-        self.retry: Optional[RetryDecl] = None
+        self.retry: RetryDecl | None = None
 
         # Catch (Optional)
         # An array of objects, called Catchers, that define a fallback state. This state is executed if the state
         # encounters runtime errors and its retry policy is exhausted or isn't defined.
-        self.catch: Optional[CatchDecl] = None
+        self.catch: CatchDecl | None = None
 
         # TimeoutSeconds (Optional)
         # If the state_task runs longer than the specified seconds, this state fails with a States.Timeout error name.
@@ -93,7 +93,7 @@ def __init__(
         # HeartbeatSecondsPath. When resolved, the reference path must select fields whose values are positive integers.
         # A Task state cannot include both HeartbeatSeconds and HeartbeatSecondsPath
         # HeartbeatSeconds and HeartbeatSecondsPath fields are encoded by the Heartbeat type.
-        self.heartbeat: Optional[Heartbeat] = None
+        self.heartbeat: Heartbeat | None = None
 
     def from_state_props(self, state_props: StateProps) -> None:
         super().from_state_props(state_props=state_props)
@@ -171,7 +171,7 @@ def _evaluate_with_timeout(self, env: Environment) -> None:
         frame.states.reset(input_value=env.states.get_input())
         frame.stack = copy.deepcopy(env.stack)
         execution_outputs: list[Any] = list()
-        execution_exceptions: list[Optional[Exception]] = [None]
+        execution_exceptions: list[Exception | None] = [None]
         terminated_event = threading.Event()
 
         def _exec_and_notify():
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/item_reader/item_reader_decl.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/item_reader/item_reader_decl.py
index ed8e325034c56..dcd4124e7c58d 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/item_reader/item_reader_decl.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/item_reader/item_reader_decl.py
@@ -1,5 +1,5 @@
 import copy
-from typing import Final, Optional
+from typing import Final
 
 from localstack.services.stepfunctions.asl.component.common.parargs import Parargs
 from localstack.services.stepfunctions.asl.component.eval_component import EvalComponent
@@ -26,15 +26,15 @@
 
 class ItemReader(EvalComponent):
     resource_eval: Final[ResourceEval]
-    parargs: Final[Optional[Parargs]]
-    reader_config: Final[Optional[ReaderConfig]]
-    resource_output_transformer: Optional[ResourceOutputTransformer]
+    parargs: Final[Parargs | None]
+    reader_config: Final[ReaderConfig | None]
+    resource_output_transformer: ResourceOutputTransformer | None
 
     def __init__(
         self,
         resource: Resource,
-        parargs: Optional[Parargs],
-        reader_config: Optional[ReaderConfig],
+        parargs: Parargs | None,
+        reader_config: ReaderConfig | None,
     ):
         self.resource_eval = resource_eval_for(resource=resource)
         self.parargs = parargs
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/item_reader/reader_config/reader_config_decl.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/item_reader/reader_config/reader_config_decl.py
index fff888b474b5a..58fbbc390bd96 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/item_reader/reader_config/reader_config_decl.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/item_reader/reader_config/reader_config_decl.py
@@ -1,4 +1,4 @@
-from typing import Final, Optional, TypedDict
+from typing import Final, TypedDict
 
 from localstack.services.stepfunctions.asl.component.eval_component import EvalComponent
 from localstack.services.stepfunctions.asl.component.state.state_execution.state_map.item_reader.reader_config.csv_header_location import (
@@ -34,7 +34,7 @@ class CSVHeaderLocationOutput(str):
 class ReaderConfigOutput(TypedDict):
     InputType: InputTypeOutput
     CSVHeaderLocation: CSVHeaderLocationOutput
-    CSVHeaders: Optional[CSVHeadersOutput]
+    CSVHeaders: CSVHeadersOutput | None
     MaxItemsValue: MaxItemsValueOutput
 
 
@@ -42,14 +42,14 @@ class ReaderConfig(EvalComponent):
     input_type: Final[InputType]
     max_items_decl: Final[MaxItemsDecl]
     csv_header_location: Final[CSVHeaderLocation]
-    csv_headers: Optional[CSVHeaders]
+    csv_headers: CSVHeaders | None
 
     def __init__(
         self,
         input_type: InputType,
         csv_header_location: CSVHeaderLocation,
-        csv_headers: Optional[CSVHeaders],
-        max_items_decl: Optional[MaxItemsDecl],
+        csv_headers: CSVHeaders | None,
+        max_items_decl: MaxItemsDecl | None,
     ):
         self.input_type = input_type
         self.max_items_decl = max_items_decl or MaxItemsInt()
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/item_reader/resource_eval/resource_eval_s3.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/item_reader/resource_eval/resource_eval_s3.py
index 262c4f00ca540..d37ca8bbaeb7c 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/item_reader/resource_eval/resource_eval_s3.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/item_reader/resource_eval/resource_eval_s3.py
@@ -1,6 +1,7 @@
 from __future__ import annotations
 
-from typing import Callable, Final
+from collections.abc import Callable
+from typing import Final
 
 from localstack.services.stepfunctions.asl.component.state.state_execution.state_map.item_reader.resource_eval.resource_eval import (
     ResourceEval,
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/iteration/distributed_iteration_component.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/iteration/distributed_iteration_component.py
index 841a9db4f453a..78db0aa23a15a 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/iteration/distributed_iteration_component.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/iteration/distributed_iteration_component.py
@@ -2,7 +2,7 @@
 
 import abc
 import json
-from typing import Any, Final, Optional
+from typing import Any, Final
 
 from localstack.aws.api.stepfunctions import (
     HistoryEventType,
@@ -50,8 +50,8 @@
 
 
 class DistributedIterationComponentEvalInput(InlineIterationComponentEvalInput):
-    item_reader: Final[Optional[ItemReader]]
-    label: Final[Optional[str]]
+    item_reader: Final[ItemReader | None]
+    label: Final[str | None]
     map_run_record: Final[MapRunRecord]
 
     def __init__(
@@ -59,12 +59,12 @@ def __init__(
         state_name: str,
         max_concurrency: int,
         input_items: list[json],
-        parameters: Optional[Parameters],
-        item_selector: Optional[ItemSelector],
-        item_reader: Optional[ItemReader],
+        parameters: Parameters | None,
+        item_selector: ItemSelector | None,
+        item_reader: ItemReader | None,
         tolerated_failure_count: int,
         tolerated_failure_percentage: float,
-        label: Optional[str],
+        label: str | None,
         map_run_record: MapRunRecord,
     ):
         super().__init__(
@@ -118,7 +118,7 @@ def _map_run(
 
         job_pool.await_jobs()
 
-        worker_exception: Optional[Exception] = job_pool.get_worker_exception()
+        worker_exception: Exception | None = job_pool.get_worker_exception()
         if worker_exception is not None:
             raise worker_exception
 
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/iteration/inline_iteration_component.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/iteration/inline_iteration_component.py
index 3eb020678142c..88cb25730ae4e 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/iteration/inline_iteration_component.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/iteration/inline_iteration_component.py
@@ -3,7 +3,7 @@
 import abc
 import json
 import threading
-from typing import Any, Final, Optional
+from typing import Any, Final
 
 from localstack.services.stepfunctions.asl.component.common.comment import Comment
 from localstack.services.stepfunctions.asl.component.common.flow.start_at import StartAt
@@ -38,16 +38,16 @@ class InlineIterationComponentEvalInput:
     state_name: Final[str]
     max_concurrency: Final[int]
     input_items: Final[list[json]]
-    parameters: Final[Optional[Parameters]]
-    item_selector: Final[Optional[ItemSelector]]
+    parameters: Final[Parameters | None]
+    item_selector: Final[ItemSelector | None]
 
     def __init__(
         self,
         state_name: str,
         max_concurrency: int,
         input_items: list[json],
-        parameters: Optional[Parameters],
-        item_selector: Optional[ItemSelector],
+        parameters: Parameters | None,
+        item_selector: ItemSelector | None,
     ):
         self.state_name = state_name
         self.max_concurrency = max_concurrency
@@ -65,7 +65,7 @@ def __init__(
         start_at: StartAt,
         states: States,
         processor_config: ProcessorConfig,
-        comment: Optional[Comment],
+        comment: Comment | None,
     ):
         super().__init__(
             query_language=query_language, start_at=start_at, states=states, comment=comment
@@ -105,7 +105,7 @@ def _eval_body(self, env: Environment) -> None:
 
         job_pool.await_jobs()
 
-        worker_exception: Optional[Exception] = job_pool.get_worker_exception()
+        worker_exception: Exception | None = job_pool.get_worker_exception()
         if worker_exception is not None:
             raise worker_exception
 
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/iteration/itemprocessor/distributed_item_processor_worker.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/iteration/itemprocessor/distributed_item_processor_worker.py
index bde4c49bdf073..1034d4c344fa5 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/iteration/itemprocessor/distributed_item_processor_worker.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/iteration/itemprocessor/distributed_item_processor_worker.py
@@ -1,5 +1,5 @@
 import logging
-from typing import Final, Optional
+from typing import Final
 
 from localstack.services.stepfunctions.asl.component.common.error_name.failure_event import (
     FailureEventException,
@@ -44,8 +44,8 @@ def __init__(
         job_pool: JobPool,
         env: Environment,
         item_reader: ItemReader,
-        parameters: Optional[Parameters],
-        item_selector: Optional[ItemSelector],
+        parameters: Parameters | None,
+        item_selector: ItemSelector | None,
         map_run_record: MapRunRecord,
     ):
         super().__init__(
@@ -124,7 +124,7 @@ def _eval_job(self, env: Environment, job: Job) -> None:
             self._map_run_record.item_counter.running.offset(-1)
             job.job_output = job_output
 
-    def _eval_pool(self, job: Optional[Job], worker_frame: Environment) -> None:
+    def _eval_pool(self, job: Job | None, worker_frame: Environment) -> None:
         if job is None:
             self._env.delete_frame(worker_frame)
             return
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/iteration/itemprocessor/inline_item_processor_worker.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/iteration/itemprocessor/inline_item_processor_worker.py
index 2562108ebac80..f8f16fcc225b5 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/iteration/itemprocessor/inline_item_processor_worker.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/iteration/itemprocessor/inline_item_processor_worker.py
@@ -1,5 +1,5 @@
 import logging
-from typing import Final, Optional
+from typing import Final
 
 from localstack.services.stepfunctions.asl.component.common.parargs import Parameters
 from localstack.services.stepfunctions.asl.component.state.state_execution.state_map.item_selector import (
@@ -17,16 +17,16 @@
 
 
 class InlineItemProcessorWorker(IterationWorker):
-    _parameters: Final[Optional[Parameters]]
-    _item_selector: Final[Optional[ItemSelector]]
+    _parameters: Final[Parameters | None]
+    _item_selector: Final[ItemSelector | None]
 
     def __init__(
         self,
         work_name: str,
         job_pool: JobPool,
         env: Environment,
-        item_selector: Optional[ItemSelector],
-        parameters: Optional[Parameters],
+        item_selector: ItemSelector | None,
+        parameters: Parameters | None,
     ):
         super().__init__(work_name=work_name, job_pool=job_pool, env=env)
         self._item_selector = item_selector
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/iteration/itemprocessor/map_run_record.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/iteration/itemprocessor/map_run_record.py
index 52599e7abf489..7769816fed5b0 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/iteration/itemprocessor/map_run_record.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/iteration/itemprocessor/map_run_record.py
@@ -2,7 +2,7 @@
 import datetime
 import threading
 from collections import OrderedDict
-from typing import Final, Optional
+from typing import Final
 
 from localstack.aws.api.stepfunctions import (
     Arn,
@@ -98,7 +98,7 @@ class MapRunRecord:
     item_counter: Final[ItemCounter]
     start_date: Timestamp
     status: MapRunStatus
-    stop_date: Optional[Timestamp]
+    stop_date: Timestamp | None
     # TODO: add support for failure toleration fields.
     tolerated_failure_count: int
     tolerated_failure_percentage: float
@@ -110,7 +110,7 @@ def __init__(
         max_concurrency: int,
         tolerated_failure_count: int,
         tolerated_failure_percentage: float,
-        label: Optional[str],
+        label: str | None,
     ):
         self.update_event = threading.Event()
         (
@@ -123,7 +123,7 @@ def __init__(
         self.max_concurrency = max_concurrency
         self.execution_counter = ExecutionCounter()
         self.item_counter = ItemCounter()
-        self.start_date = datetime.datetime.now(tz=datetime.timezone.utc)
+        self.start_date = datetime.datetime.now(tz=datetime.UTC)
         self.status = MapRunStatus.RUNNING
         self.stop_date = None
         self.tolerated_failure_count = tolerated_failure_count
@@ -131,7 +131,7 @@ def __init__(
 
     @staticmethod
     def _generate_map_run_arns(
-        state_machine_arn: Arn, label: Optional[str]
+        state_machine_arn: Arn, label: str | None
     ) -> tuple[LongArn, LongArn]:
         # Generate a new MapRunArn given the StateMachineArn, such that:
         # inp: arn:aws:states:<region>:111111111111:stateMachine:<ArnPart_0idx>
@@ -144,7 +144,7 @@ def _generate_map_run_arns(
 
     def set_stop(self, status: MapRunStatus):
         self.status = status
-        self.stop_date = datetime.datetime.now(tz=datetime.timezone.utc)
+        self.stop_date = datetime.datetime.now(tz=datetime.UTC)
 
     def describe(self) -> DescribeMapRunOutput:
         describe_output = DescribeMapRunOutput(
@@ -176,9 +176,9 @@ def list_item(self) -> MapRunListItem:
 
     def update(
         self,
-        max_concurrency: Optional[int],
-        tolerated_failure_count: Optional[int],
-        tolerated_failure_percentage: Optional[float],
+        max_concurrency: int | None,
+        tolerated_failure_count: int | None,
+        tolerated_failure_percentage: float | None,
     ) -> None:
         if max_concurrency is not None:
             self.max_concurrency = max_concurrency
@@ -198,7 +198,7 @@ def __init__(self):
     def add(self, map_run_record: MapRunRecord) -> None:
         self._pool[map_run_record.map_run_arn] = map_run_record
 
-    def get(self, map_run_arn: LongArn) -> Optional[MapRunRecord]:
+    def get(self, map_run_arn: LongArn) -> MapRunRecord | None:
         return self._pool.get(map_run_arn)
 
     def get_all(self) -> list[MapRunRecord]:
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/iteration/iteration_component.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/iteration/iteration_component.py
index 92e1be15ccd64..edfb073231985 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/iteration/iteration_component.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/iteration/iteration_component.py
@@ -1,7 +1,7 @@
 from __future__ import annotations
 
 import abc
-from typing import Final, Optional
+from typing import Final
 
 from localstack.services.stepfunctions.asl.component.common.comment import Comment
 from localstack.services.stepfunctions.asl.component.common.flow.start_at import StartAt
@@ -18,14 +18,14 @@ class IterationComponent(EvalComponent, abc.ABC):
     _query_language: Final[QueryLanguage]
     _start_at: Final[StartAt]
     _states: Final[States]
-    _comment: Final[Optional[Comment]]
+    _comment: Final[Comment | None]
 
     def __init__(
         self,
         query_language: QueryLanguage,
         start_at: StartAt,
         states: States,
-        comment: Optional[Comment],
+        comment: Comment | None,
     ):
         self._query_language = query_language
         self._start_at = start_at
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/iteration/iteration_declaration.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/iteration/iteration_declaration.py
index b26b87ec1437e..6a5250c31202a 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/iteration/iteration_declaration.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/iteration/iteration_declaration.py
@@ -1,4 +1,4 @@
-from typing import Final, Optional
+from typing import Final
 
 from localstack.services.stepfunctions.asl.component.common.comment import Comment
 from localstack.services.stepfunctions.asl.component.common.flow.start_at import StartAt
@@ -11,7 +11,7 @@
 
 
 class IterationDecl(Component):
-    comment: Final[Optional[Comment]]
+    comment: Final[Comment | None]
     query_language: Final[QueryLanguage]
     start_at: Final[StartAt]
     states: Final[States]
@@ -19,7 +19,7 @@ class IterationDecl(Component):
 
     def __init__(
         self,
-        comment: Optional[Comment],
+        comment: Comment | None,
         query_language: QueryLanguage,
         start_at: StartAt,
         states: States,
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/iteration/iteration_worker.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/iteration/iteration_worker.py
index 1603149ca0b57..e137a02e55567 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/iteration/iteration_worker.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/iteration/iteration_worker.py
@@ -1,6 +1,6 @@
 import abc
 import logging
-from typing import Final, Optional
+from typing import Final
 
 from localstack.aws.api.stepfunctions import HistoryEventType, MapIterationEventDetails
 from localstack.services.stepfunctions.asl.component.common.error_name.custom_error_name import (
@@ -169,7 +169,7 @@ def _eval_job(self, env: Environment, job: Job) -> None:
         finally:
             job.job_output = job_output
 
-    def _eval_pool(self, job: Optional[Job], worker_frame: Environment) -> None:
+    def _eval_pool(self, job: Job | None, worker_frame: Environment) -> None:
         # Note: the frame has to be closed before the job, to ensure the owner environment is correctly updated
         #  before the evaluation continues; map states await for job termination not workers termination.
         if job is None:
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/iteration/iterator/distributed_iterator_worker.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/iteration/iterator/distributed_iterator_worker.py
index 583ab6e666473..9b6fce1a861f7 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/iteration/iterator/distributed_iterator_worker.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/iteration/iterator/distributed_iterator_worker.py
@@ -1,5 +1,3 @@
-from typing import Optional
-
 from localstack.services.stepfunctions.asl.component.common.error_name.failure_event import (
     FailureEventException,
 )
@@ -35,9 +33,9 @@ def __init__(
         work_name: str,
         job_pool: JobPool,
         env: Environment,
-        parameters: Optional[Parameters],
+        parameters: Parameters | None,
         map_run_record: MapRunRecord,
-        item_selector: Optional[ItemSelector],
+        item_selector: ItemSelector | None,
     ):
         super().__init__(
             work_name=work_name,
@@ -99,7 +97,7 @@ def _eval_job(self, env: Environment, job: Job) -> None:
             self._map_run_record.item_counter.running.offset(-1)
             job.job_output = job_output
 
-    def _eval_pool(self, job: Optional[Job], worker_frame: Environment) -> None:
+    def _eval_pool(self, job: Job | None, worker_frame: Environment) -> None:
         # Note: the frame has to be closed before the job, to ensure the owner environment is correctly updated
         #  before the evaluation continues; map states await for job termination not workers termination.
         if job is None:
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/iteration/iterator/inline_iterator.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/iteration/iterator/inline_iterator.py
index 6100e412df44c..2f73f57c2b6fb 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/iteration/iterator/inline_iterator.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/iteration/iterator/inline_iterator.py
@@ -1,7 +1,6 @@
 from __future__ import annotations
 
 import logging
-from typing import Optional
 
 from localstack.services.stepfunctions.asl.component.state.state_execution.state_map.iteration.inline_iteration_component import (
     InlineIterationComponent,
@@ -26,7 +25,7 @@ class InlineIteratorEvalInput(InlineIterationComponentEvalInput):
 
 
 class InlineIterator(InlineIterationComponent):
-    _eval_input: Optional[InlineIteratorEvalInput]
+    _eval_input: InlineIteratorEvalInput | None
 
     def _create_worker(
         self, env: Environment, eval_input: InlineIteratorEvalInput, job_pool: JobPool
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/iteration/iterator/inline_iterator_worker.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/iteration/iterator/inline_iterator_worker.py
index 45db68a00e8b1..f21c68962e4bc 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/iteration/iterator/inline_iterator_worker.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/iteration/iterator/inline_iterator_worker.py
@@ -1,5 +1,5 @@
 import logging
-from typing import Final, Optional
+from typing import Final
 
 from localstack.services.stepfunctions.asl.component.common.parargs import Parameters
 from localstack.services.stepfunctions.asl.component.state.state_execution.state_map.item_selector import (
@@ -17,16 +17,16 @@
 
 
 class InlineIteratorWorker(IterationWorker):
-    _parameters: Final[Optional[Parameters]]
-    _item_selector: Final[Optional[ItemSelector]]
+    _parameters: Final[Parameters | None]
+    _item_selector: Final[ItemSelector | None]
 
     def __init__(
         self,
         work_name: str,
         job_pool: JobPool,
         env: Environment,
-        item_selector: Optional[ItemSelector],
-        parameters: Optional[Parameters],
+        item_selector: ItemSelector | None,
+        parameters: Parameters | None,
     ):
         super().__init__(work_name=work_name, job_pool=job_pool, env=env)
         self._item_selector = item_selector
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/iteration/job.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/iteration/job.py
index 1ef24a6e17593..7cf76f1ef17b9 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/iteration/job.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/iteration/job.py
@@ -1,7 +1,7 @@
 import copy
 import logging
 import threading
-from typing import Any, Final, Optional
+from typing import Any, Final
 
 from localstack.services.stepfunctions.asl.component.program.program import Program
 from localstack.services.stepfunctions.asl.utils.encoding import to_json_str
@@ -12,10 +12,10 @@
 class Job:
     job_index: Final[int]
     job_program: Final[Program]
-    job_input: Final[Optional[Any]]
-    job_output: Optional[Any]
+    job_input: Final[Any | None]
+    job_output: Any | None
 
-    def __init__(self, job_index: int, job_program: Program, job_input: Optional[Any]):
+    def __init__(self, job_index: int, job_program: Program, job_input: Any | None):
         self.job_index = job_index
         self.job_program = job_program
         self.job_input = job_input
@@ -24,9 +24,9 @@ def __init__(self, job_index: int, job_program: Program, job_input: Optional[Any
 
 class JobClosed:
     job_index: Final[int]
-    job_output: Optional[Any]
+    job_output: Any | None
 
-    def __init__(self, job_index: int, job_output: Optional[Any]):
+    def __init__(self, job_index: int, job_output: Any | None):
         self.job_index = job_index
         self.job_output = job_output
 
@@ -37,7 +37,7 @@ def __hash__(self):
 class JobPool:
     _mutex: Final[threading.Lock]
     _termination_event: Final[threading.Event]
-    _worker_exception: Optional[Exception]
+    _worker_exception: Exception | None
 
     _jobs_number: Final[int]
     _open_jobs: Final[list[Job]]
@@ -56,7 +56,7 @@ def __init__(self, job_program: Program, job_inputs: list[Any]):
         self._open_jobs.reverse()
         self._closed_jobs = set()
 
-    def next_job(self) -> Optional[Any]:
+    def next_job(self) -> Any | None:
         with self._mutex:
             if self._worker_exception is not None:
                 return None
@@ -72,7 +72,7 @@ def _notify_on_termination(self) -> None:
         if self._is_terminated():
             self._termination_event.set()
 
-    def get_worker_exception(self) -> Optional[Exception]:
+    def get_worker_exception(self) -> Exception | None:
         return self._worker_exception
 
     def close_job(self, job: Job) -> None:
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/result_writer/resource_eval/resource_eval_s3.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/result_writer/resource_eval/resource_eval_s3.py
index 178c9653c83c6..6ce02f26abffc 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/result_writer/resource_eval/resource_eval_s3.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/result_writer/resource_eval/resource_eval_s3.py
@@ -1,7 +1,8 @@
 from __future__ import annotations
 
 import json
-from typing import Callable, Final
+from collections.abc import Callable
+from typing import Final
 
 from localstack.services.stepfunctions.asl.component.state.state_execution.state_map.result_writer.resource_eval.resource_eval import (
     ResourceEval,
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/state_map.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/state_map.py
index ea0aebac7751d..024df1641b264 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/state_map.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/state_map.py
@@ -1,5 +1,4 @@
 import copy
-from typing import Optional
 
 from localstack.aws.api.stepfunctions import (
     EvaluationFailedEventDetails,
@@ -99,21 +98,21 @@
 
 
 class StateMap(ExecutionState):
-    items: Optional[Items]
-    items_path: Optional[ItemsPath]
+    items: Items | None
+    items_path: ItemsPath | None
     iteration_component: IterationComponent
-    item_reader: Optional[ItemReader]
-    item_selector: Optional[ItemSelector]
-    parameters: Optional[Parameters]
+    item_reader: ItemReader | None
+    item_selector: ItemSelector | None
+    parameters: Parameters | None
     max_concurrency_decl: MaxConcurrencyDecl
     tolerated_failure_count_decl: ToleratedFailureCountDecl
     tolerated_failure_percentage_decl: ToleratedFailurePercentage
-    result_path: Optional[ResultPath]
+    result_path: ResultPath | None
     result_selector: ResultSelector
-    retry: Optional[RetryDecl]
-    catch: Optional[CatchDecl]
-    label: Optional[Label]
-    result_writer: Optional[ResultWriter]
+    retry: RetryDecl | None
+    catch: CatchDecl | None
+    label: Label | None
+    result_writer: ResultWriter | None
 
     def __init__(self):
         super(StateMap, self).__init__(
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_parallel/branch_worker.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_parallel/branch_worker.py
index 51ef19322cf5e..448f548c2707f 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_parallel/branch_worker.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_parallel/branch_worker.py
@@ -1,7 +1,7 @@
 import abc
 import logging
 import threading
-from typing import Final, Optional
+from typing import Final
 
 from localstack.aws.api.stepfunctions import Timestamp
 from localstack.services.stepfunctions.asl.component.program.program import Program
@@ -18,7 +18,7 @@ def on_terminated(self, env: Environment): ...
 
     _branch_worker_comm: Final[BranchWorkerComm]
     _program: Final[Program]
-    _worker_thread: Optional[threading.Thread]
+    _worker_thread: threading.Thread | None
     env: Final[Environment]
 
     def __init__(self, branch_worker_comm: BranchWorkerComm, program: Program, env: Environment):
@@ -43,7 +43,7 @@ def start(self):
         TMP_THREADS.append(self._worker_thread)
         self._worker_thread.start()
 
-    def stop(self, stop_date: Timestamp, cause: Optional[str], error: Optional[str]) -> None:
+    def stop(self, stop_date: Timestamp, cause: str | None, error: str | None) -> None:
         env = self.env
         if env:
             try:
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_parallel/branches_decl.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_parallel/branches_decl.py
index d9c268e776f66..537b3fb8854a1 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_parallel/branches_decl.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_parallel/branches_decl.py
@@ -1,6 +1,6 @@
 import datetime
 import threading
-from typing import Final, Optional
+from typing import Final
 
 from localstack.aws.api.stepfunctions import ExecutionFailedEventDetails, HistoryEventType
 from localstack.services.stepfunctions.asl.component.common.error_name.custom_error_name import (
@@ -26,7 +26,7 @@ class BranchWorkerPool(BranchWorker.BranchWorkerComm):
     _termination_event: Final[threading.Event]
     _active_workers_num: int
 
-    _terminated_with_error: Optional[ExecutionFailedEventDetails]
+    _terminated_with_error: ExecutionFailedEventDetails | None
 
     def __init__(self, workers_num: int):
         self._mutex = threading.Lock()
@@ -53,7 +53,7 @@ def on_terminated(self, env: Environment):
     def wait(self):
         self._termination_event.wait()
 
-    def get_exit_event_details(self) -> Optional[ExecutionFailedEventDetails]:
+    def get_exit_event_details(self) -> ExecutionFailedEventDetails | None:
         return self._terminated_with_error
 
 
@@ -84,7 +84,7 @@ def _eval_body(self, env: Environment) -> None:
         branch_worker_pool.wait()
 
         # Propagate exception if parallel task failed.
-        exit_event_details: Optional[ExecutionFailedEventDetails] = (
+        exit_event_details: ExecutionFailedEventDetails | None = (
             branch_worker_pool.get_exit_event_details()
         )
         if exit_event_details is not None:
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_parallel/state_parallel.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_parallel/state_parallel.py
index ce7c5c42d4109..3a84f1bfc74d8 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_parallel/state_parallel.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_parallel/state_parallel.py
@@ -1,5 +1,4 @@
 import copy
-from typing import Optional
 
 from localstack.aws.api.stepfunctions import HistoryEventType
 from localstack.services.stepfunctions.asl.component.common.catch.catch_outcome import CatchOutcome
@@ -25,7 +24,7 @@ class StateParallel(ExecutionState):
     # machine object must have fields named States and StartAt, whose meanings are exactly
     # like those in the top level of a state machine.
     branches: BranchesDecl
-    parargs: Optional[Parargs]
+    parargs: Parargs | None
 
     def __init__(self):
         super().__init__(
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/lambda_eval_utils.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/lambda_eval_utils.py
index 9f59414b844ab..ffea97b850fbf 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/lambda_eval_utils.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/lambda_eval_utils.py
@@ -1,6 +1,6 @@
 import json
 from json import JSONDecodeError
-from typing import IO, Any, Final, Optional, Union
+from typing import IO, Any, Final
 
 from localstack.aws.api.lambda_ import InvocationResponse
 from localstack.services.stepfunctions.asl.component.state.state_execution.state_task.credentials import (
@@ -18,15 +18,15 @@
 
 
 class LambdaFunctionErrorException(Exception):
-    function_error: Final[Optional[str]]
+    function_error: Final[str | None]
     payload: Final[str]
 
-    def __init__(self, function_error: Optional[str], payload: str):
+    def __init__(self, function_error: str | None, payload: str):
         self.function_error = function_error
         self.payload = payload
 
 
-def _from_payload(payload_streaming_body: IO[bytes]) -> Union[json, str]:
+def _from_payload(payload_streaming_body: IO[bytes]) -> Any | str:
     """
     This method extracts the lambda payload. The payload may be a string or a JSON stringified object.
     In the first case, this function converts the output into a UTF-8 string, otherwise it parses the
@@ -75,7 +75,7 @@ def execute_lambda_function_integration(
             parameters=parameters, region=region, state_credentials=state_credentials
         )
 
-    function_error: Optional[str] = invocation_response.get("FunctionError")
+    function_error: str | None = invocation_response.get("FunctionError")
     if function_error:
         payload_json = invocation_response["Payload"]
         payload_str = json.dumps(payload_json, separators=(",", ":"))
@@ -85,7 +85,7 @@ def execute_lambda_function_integration(
     env.stack.append(response)
 
 
-def to_payload_type(payload: Any) -> Optional[bytes]:
+def to_payload_type(payload: Any) -> bytes | None:
     if isinstance(payload, bytes):
         return payload
 
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/resource.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/resource.py
index ce1d4288d5a5c..4bee75df0ee3f 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/resource.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/resource.py
@@ -2,7 +2,7 @@
 
 import abc
 from itertools import takewhile
-from typing import Final, Optional
+from typing import Final
 
 from localstack.services.stepfunctions.asl.component.eval_component import EvalComponent
 from localstack.services.stepfunctions.asl.eval.environment import Environment
@@ -33,7 +33,7 @@ def __init__(
         account: str,
         task_type: str,
         name: str,
-        option: Optional[str],
+        option: str | None,
     ):
         self.arn = arn
         self.partition = partition
@@ -137,7 +137,7 @@ class ServiceResource(Resource):
     service_name: Final[str]
     api_name: Final[str]
     api_action: Final[str]
-    condition: Final[Optional[str]]
+    condition: Final[str | None]
 
     def __init__(self, resource_arn: ResourceARN):
         super().__init__(resource_arn=resource_arn)
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service.py
index c385368c25dc2..1812657450f2e 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service.py
@@ -4,7 +4,7 @@
 import copy
 import json
 import logging
-from typing import Any, Final, Optional, Union
+from typing import Any, Final
 
 from botocore.model import ListShape, OperationModel, Shape, StringShape, StructureShape
 from botocore.response import StreamingBody
@@ -147,8 +147,8 @@ def _to_boto_request(self, parameters: dict, structure_shape: StructureShape) ->
         parameters_bind_keys: list[str] = list(parameters.keys())
         for parameter_key in parameters_bind_keys:
             norm_parameter_key = camel_to_snake_case(parameter_key)
-            norm_member_bind: Optional[tuple[str, Optional[StructureShape]]] = (
-                norm_member_binds.get(norm_parameter_key)
+            norm_member_bind: tuple[str, StructureShape | None] | None = norm_member_binds.get(
+                norm_parameter_key
             )
             if norm_member_bind is not None:
                 norm_member_bind_key, norm_member_bind_shape = norm_member_bind
@@ -203,19 +203,19 @@ def _from_boto_response(self, response: Any, structure_shape: StructureShape) ->
 
                 response[norm_response_key] = response_value
 
-    def _get_boto_service_name(self, boto_service_name: Optional[str] = None) -> str:
+    def _get_boto_service_name(self, boto_service_name: str | None = None) -> str:
         api_name = boto_service_name or self.resource.api_name
         return self._SERVICE_NAME_SFN_TO_BOTO_OVERRIDES.get(api_name, api_name)
 
-    def _get_boto_service_action(self, service_action_name: Optional[str] = None) -> str:
+    def _get_boto_service_action(self, service_action_name: str | None = None) -> str:
         api_action = service_action_name or self.resource.api_action
         return camel_to_snake_case(api_action)
 
     def _normalise_parameters(
         self,
         parameters: dict,
-        boto_service_name: Optional[str] = None,
-        service_action_name: Optional[str] = None,
+        boto_service_name: str | None = None,
+        service_action_name: str | None = None,
     ) -> None:
         boto_service_name = self._get_boto_service_name(boto_service_name=boto_service_name)
         service_action_name = self._get_boto_service_action(service_action_name=service_action_name)
@@ -228,8 +228,8 @@ def _normalise_parameters(
     def _normalise_response(
         self,
         response: Any,
-        boto_service_name: Optional[str] = None,
-        service_action_name: Optional[str] = None,
+        boto_service_name: str | None = None,
+        service_action_name: str | None = None,
     ) -> None:
         boto_service_name = self._get_boto_service_name(boto_service_name=boto_service_name)
         service_action_name = self._get_boto_service_action(service_action_name=service_action_name)
@@ -239,7 +239,7 @@ def _normalise_response(
         if output_shape is not None:
             self._from_boto_response(response, output_shape)  # noqa
 
-    def _verify_size_quota(self, env: Environment, value: Union[str, json]) -> None:
+    def _verify_size_quota(self, env: Environment, value: str | json) -> None:
         is_within: bool = is_within_size_quota(value)
         if is_within:
             return
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service_api_gateway.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service_api_gateway.py
index b4d8c660a8f81..cd778d9732ef0 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service_api_gateway.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service_api_gateway.py
@@ -4,7 +4,7 @@
 import json
 import logging
 from json import JSONDecodeError
-from typing import Any, Final, Optional, TypedDict
+from typing import Any, Final, TypedDict
 from urllib.parse import urlencode, urljoin, urlparse
 
 import requests
@@ -76,13 +76,13 @@ class AuthType(str):
 class TaskParameters(TypedDict):
     ApiEndpoint: ApiEndpoint
     Method: Method
-    Headers: Optional[Headers]
-    Stage: Optional[Stage]
-    Path: Optional[Path]
-    QueryParameters: Optional[QueryParameters]
-    RequestBody: Optional[RequestBody]
-    AllowNullValues: Optional[AllowNullValues]
-    AuthType: Optional[AuthType]
+    Headers: Headers | None
+    Stage: Stage | None
+    Path: Path | None
+    QueryParameters: QueryParameters | None
+    RequestBody: RequestBody | None
+    AllowNullValues: AllowNullValues | None
+    AuthType: AuthType | None
 
 
 class InvokeOutput(TypedDict):
@@ -131,14 +131,14 @@ class StateTaskServiceApiGateway(StateTaskServiceCallback):
     def __init__(self):
         super().__init__(supported_integration_patterns=_SUPPORTED_INTEGRATION_PATTERNS)
 
-    def _get_supported_parameters(self) -> Optional[set[str]]:
+    def _get_supported_parameters(self) -> set[str] | None:
         return self._SUPPORTED_API_PARAM_BINDINGS.get(self.resource.api_action.lower())
 
     def _normalise_parameters(
         self,
         parameters: dict,
-        boto_service_name: Optional[str] = None,
-        service_action_name: Optional[str] = None,
+        boto_service_name: str | None = None,
+        service_action_name: str | None = None,
     ) -> None:
         # ApiGateway does not support botocore request relay.
         pass
@@ -146,14 +146,14 @@ def _normalise_parameters(
     def _normalise_response(
         self,
         response: Any,
-        boto_service_name: Optional[str] = None,
-        service_action_name: Optional[str] = None,
+        boto_service_name: str | None = None,
+        service_action_name: str | None = None,
     ) -> None:
         # ApiGateway does not support botocore request relay.
         pass
 
     @staticmethod
-    def _query_parameters_of(parameters: TaskParameters) -> Optional[str]:
+    def _query_parameters_of(parameters: TaskParameters) -> str | None:
         query_str = None
         query_parameters = parameters.get("QueryParameters")
         # TODO: add support for AllowNullValues.
@@ -167,7 +167,7 @@ def _query_parameters_of(parameters: TaskParameters) -> Optional[str]:
         return query_str
 
     @staticmethod
-    def _headers_of(parameters: TaskParameters) -> Optional[dict]:
+    def _headers_of(parameters: TaskParameters) -> dict | None:
         headers = parameters.get("Headers", dict())
         if headers:
             for key in headers.keys():
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service_batch.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service_batch.py
index bc83e1f327121..384f6ab183827 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service_batch.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service_batch.py
@@ -1,4 +1,5 @@
-from typing import Any, Callable, Final, Optional
+from collections.abc import Callable
+from typing import Any, Final
 
 from botocore.exceptions import ClientError
 from moto.batch.utils import JobStatus
@@ -62,7 +63,7 @@ class StateTaskServiceBatch(StateTaskServiceCallback):
     def __init__(self):
         super().__init__(supported_integration_patterns=_SUPPORTED_INTEGRATION_PATTERNS)
 
-    def _get_supported_parameters(self) -> Optional[set[str]]:
+    def _get_supported_parameters(self) -> set[str] | None:
         return _SUPPORTED_API_PARAM_BINDINGS.get(self.resource.api_action.lower())
 
     @staticmethod
@@ -139,7 +140,7 @@ def _build_sync_resolver(
         resource_runtime_part: ResourceRuntimePart,
         normalised_parameters: dict,
         state_credentials: StateCredentials,
-    ) -> Callable[[], Optional[Any]]:
+    ) -> Callable[[], Any | None]:
         batch_client = boto_client_for(
             service="batch",
             region=resource_runtime_part.region,
@@ -148,7 +149,7 @@ def _build_sync_resolver(
         submission_output: dict = env.stack.pop()
         job_id = submission_output["JobId"]
 
-        def _sync_resolver() -> Optional[dict]:
+        def _sync_resolver() -> dict | None:
             describe_jobs_response = batch_client.describe_jobs(jobs=[job_id])
             describe_jobs = describe_jobs_response["jobs"]
             if describe_jobs:
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service_callback.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service_callback.py
index bed6e8b78fdd5..3d219e77bed0b 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service_callback.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service_callback.py
@@ -2,7 +2,8 @@
 import json
 import threading
 import time
-from typing import Any, Callable, Final, Optional
+from collections.abc import Callable
+from typing import Any, Final
 
 from localstack.aws.api.stepfunctions import (
     HistoryEventExecutionDataDetails,
@@ -67,7 +68,7 @@ def _build_sync_resolver(
         resource_runtime_part: ResourceRuntimePart,
         normalised_parameters: dict,
         state_credentials: StateCredentials,
-    ) -> Callable[[], Optional[Any]]:
+    ) -> Callable[[], Any | None]:
         raise RuntimeError(
             f"Unsupported .sync callback procedure in resource {self.resource.resource_arn}"
         )
@@ -78,7 +79,7 @@ def _build_sync2_resolver(
         resource_runtime_part: ResourceRuntimePart,
         normalised_parameters: dict,
         state_credentials: StateCredentials,
-    ) -> Callable[[], Optional[Any]]:
+    ) -> Callable[[], Any | None]:
         raise RuntimeError(
             f"Unsupported .sync2 callback procedure in resource {self.resource.resource_arn}"
         )
@@ -88,9 +89,9 @@ def _eval_wait_for_task_token(
         env: Environment,
         timeout_seconds: int,
         callback_endpoint: CallbackEndpoint,
-        heartbeat_endpoint: Optional[HeartbeatEndpoint],
+        heartbeat_endpoint: HeartbeatEndpoint | None,
     ) -> CallbackOutcome:
-        outcome: Optional[CallbackOutcome]
+        outcome: CallbackOutcome | None
         if heartbeat_endpoint is not None:
             outcome = self._wait_for_task_token_heartbeat(
                 env, callback_endpoint, heartbeat_endpoint
@@ -104,12 +105,12 @@ def _eval_wait_for_task_token(
     def _eval_sync(
         self,
         env: Environment,
-        sync_resolver: Callable[[], Optional[Any]],
-        timeout_seconds: Optional[int],
-        callback_endpoint: Optional[CallbackEndpoint],
-        heartbeat_endpoint: Optional[HeartbeatEndpoint],
+        sync_resolver: Callable[[], Any | None],
+        timeout_seconds: int | None,
+        callback_endpoint: CallbackEndpoint | None,
+        heartbeat_endpoint: HeartbeatEndpoint | None,
     ) -> CallbackOutcome | Any:
-        callback_output: Optional[CallbackOutcome] = None
+        callback_output: CallbackOutcome | None = None
 
         # Listen for WaitForTaskToken signals if an endpoint is provided.
         if callback_endpoint is not None:
@@ -134,7 +135,7 @@ def _local_update_wait_for_task_token():
             #       an exception in this thread will invalidate env, and therefore the worker thread.
             #       hence why here there are no explicit stopping logic for thread_wait_for_task_token.
 
-        sync_result: Optional[Any] = None
+        sync_result: Any | None = None
         while env.is_running():
             sync_result = sync_resolver()
             if callback_output or sync_result:
@@ -154,7 +155,7 @@ def _eval_integration_pattern(
         task_output = env.stack.pop()
 
         # Initialise the waitForTaskToken Callback endpoint for this task if supported.
-        callback_endpoint: Optional[CallbackEndpoint] = None
+        callback_endpoint: CallbackEndpoint | None = None
         if ResourceCondition.WaitForTaskToken in self._supported_integration_patterns:
             callback_id = env.states.context_object.context_object_data["Task"]["Token"]
             callback_endpoint = env.callback_pool_manager.get(callback_id)
@@ -164,7 +165,7 @@ def _eval_integration_pattern(
         timeout_seconds = env.stack.pop()
 
         # Setup resources for heartbeat workloads if necessary.
-        heartbeat_endpoint: Optional[HeartbeatEndpoint] = None
+        heartbeat_endpoint: HeartbeatEndpoint | None = None
         if self.heartbeat:
             self.heartbeat.eval(env=env)
             heartbeat_seconds = env.stack.pop()
@@ -240,7 +241,7 @@ def _wait_for_task_token_timeout(  # noqa
         self,
         timeout_seconds: int,
         callback_endpoint: CallbackEndpoint,
-    ) -> Optional[CallbackOutcome]:
+    ) -> CallbackOutcome | None:
         # Awaits a callback notification and returns the outcome received.
         # If the operation times out or is interrupted it returns None.
 
@@ -249,7 +250,7 @@ def _wait_for_task_token_timeout(  # noqa
         # discarded by the main process.
         # Note: although this is the same timeout value, this can only decay strictly after the first timeout
         #       started as it is invoked strictly later.
-        outcome: Optional[CallbackOutcome] = callback_endpoint.wait(timeout=timeout_seconds)
+        outcome: CallbackOutcome | None = callback_endpoint.wait(timeout=timeout_seconds)
         return outcome
 
     def _wait_for_task_token_heartbeat(  # noqa
@@ -257,7 +258,7 @@ def _wait_for_task_token_heartbeat(  # noqa
         env: Environment,
         callback_endpoint: CallbackEndpoint,
         heartbeat_endpoint: HeartbeatEndpoint,
-    ) -> Optional[CallbackOutcome]:
+    ) -> CallbackOutcome | None:
         outcome = None
         while (
             env.is_running()
@@ -285,7 +286,7 @@ def _get_callback_outcome_failure_event(
         self, env: Environment, ex: CallbackOutcomeFailureError
     ) -> FailureEvent:
         callback_outcome_failure: CallbackOutcomeFailure = ex.callback_outcome_failure
-        error: Optional[str] = callback_outcome_failure.error
+        error: str | None = callback_outcome_failure.error
         return FailureEvent(
             env=env,
             error_name=CustomErrorName(error_name=error),
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service_dynamodb.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service_dynamodb.py
index 9fb484abc6362..95ebfd4edb8fc 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service_dynamodb.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service_dynamodb.py
@@ -1,4 +1,4 @@
-from typing import Final, Optional
+from typing import Final
 
 from botocore.exceptions import ClientError
 
@@ -76,7 +76,7 @@
 
 
 class StateTaskServiceDynamoDB(StateTaskService):
-    def _get_supported_parameters(self) -> Optional[set[str]]:
+    def _get_supported_parameters(self) -> set[str] | None:
         return _SUPPORTED_API_PARAM_BINDINGS.get(self.resource.api_action.lower())
 
     @staticmethod
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service_ecs.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service_ecs.py
index 3b3473aaa848c..2a4395872e877 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service_ecs.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service_ecs.py
@@ -1,4 +1,5 @@
-from typing import Any, Callable, Final, Optional
+from collections.abc import Callable
+from typing import Any, Final
 
 from localstack.services.stepfunctions.asl.component.state.state_execution.state_task.credentials import (
     StateCredentials,
@@ -42,7 +43,7 @@ class StateTaskServiceEcs(StateTaskServiceCallback):
     def __init__(self):
         super().__init__(supported_integration_patterns=_SUPPORTED_INTEGRATION_PATTERNS)
 
-    def _get_supported_parameters(self) -> Optional[set[str]]:
+    def _get_supported_parameters(self) -> set[str] | None:
         return _SUPPORTED_API_PARAM_BINDINGS.get(self.resource.api_action.lower())
 
     def _before_eval_execution(
@@ -102,7 +103,7 @@ def _build_sync_resolver(
         resource_runtime_part: ResourceRuntimePart,
         normalised_parameters: dict,
         state_credentials: StateCredentials,
-    ) -> Callable[[], Optional[Any]]:
+    ) -> Callable[[], Any | None]:
         ecs_client = boto_client_for(
             service="ecs",
             region=resource_runtime_part.region,
@@ -112,7 +113,7 @@ def _build_sync_resolver(
         task_arn: str = submission_output["Tasks"][0]["TaskArn"]
         cluster_arn: str = submission_output["Tasks"][0]["ClusterArn"]
 
-        def _sync_resolver() -> Optional[dict]:
+        def _sync_resolver() -> dict | None:
             describe_tasks_output = ecs_client.describe_tasks(cluster=cluster_arn, tasks=[task_arn])
             last_status: str = describe_tasks_output["tasks"][0]["lastStatus"]
 
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service_events.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service_events.py
index 19640f84ab02f..32416bc7b241d 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service_events.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service_events.py
@@ -1,5 +1,5 @@
 import json
-from typing import Final, Optional
+from typing import Final
 
 from localstack.aws.api.stepfunctions import HistoryEventType, TaskFailedEventDetails
 from localstack.services.stepfunctions.asl.component.common.error_name.custom_error_name import (
@@ -33,9 +33,9 @@
 
 
 class SfnFailedEntryCountException(RuntimeError):
-    cause: Final[Optional[dict]]
+    cause: Final[dict | None]
 
-    def __init__(self, cause: Optional[dict]):
+    def __init__(self, cause: dict | None):
         super().__init__(json.dumps(cause))
         self.cause = cause
 
@@ -44,7 +44,7 @@ class StateTaskServiceEvents(StateTaskServiceCallback):
     def __init__(self):
         super().__init__(supported_integration_patterns=_SUPPORTED_INTEGRATION_PATTERNS)
 
-    def _get_supported_parameters(self) -> Optional[set[str]]:
+    def _get_supported_parameters(self) -> set[str] | None:
         return _SUPPORTED_API_PARAM_BINDINGS.get(self.resource.api_action.lower())
 
     def _from_error(self, env: Environment, ex: Exception) -> FailureEvent:
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service_glue.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service_glue.py
index f66a00e26d4ef..a5bf7a5b44642 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service_glue.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service_glue.py
@@ -1,4 +1,5 @@
-from typing import Any, Callable, Final, Optional
+from collections.abc import Callable
+from typing import Any, Final
 
 import boto3
 from botocore.exceptions import ClientError
@@ -73,7 +74,7 @@
 ]
 # The type of (sync)handler builder function for StateTaskServiceGlue objects.
 _API_ACTION_HANDLER_BUILDER_TYPE = Callable[
-    [Environment, ResourceRuntimePart, dict, StateCredentials], Callable[[], Optional[Any]]
+    [Environment, ResourceRuntimePart, dict, StateCredentials], Callable[[], Any | None]
 ]
 
 
@@ -81,7 +82,7 @@ class StateTaskServiceGlue(StateTaskServiceCallback):
     def __init__(self):
         super().__init__(supported_integration_patterns=_SUPPORTED_INTEGRATION_PATTERNS)
 
-    def _get_supported_parameters(self) -> Optional[set[str]]:
+    def _get_supported_parameters(self) -> set[str] | None:
         return _SUPPORTED_API_PARAM_BINDINGS.get(self.resource.api_action.lower())
 
     def _get_api_action_handler(self) -> _API_ACTION_HANDLER_TYPE:
@@ -174,7 +175,7 @@ def _sync_to_start_job_run(
         resource_runtime_part: ResourceRuntimePart,
         normalised_parameters: dict,
         state_credentials: StateCredentials,
-    ) -> Callable[[], Optional[Any]]:
+    ) -> Callable[[], Any | None]:
         # Poll the job run state from glue, using GetJobRun until the job has terminated. Hence, append the output
         # of GetJobRun to the state.
 
@@ -188,7 +189,7 @@ def _sync_to_start_job_run(
             resource_runtime_part=resource_runtime_part, state_credentials=state_credentials
         )
 
-        def _sync_resolver() -> Optional[Any]:
+        def _sync_resolver() -> Any | None:
             # Sample GetJobRun until completion.
             get_job_run_response: dict = glue_client.get_job_run(JobName=job_name, RunId=job_run_id)
             job_run: dict = get_job_run_response["JobRun"]
@@ -232,7 +233,7 @@ def _build_sync_resolver(
         resource_runtime_part: ResourceRuntimePart,
         normalised_parameters: dict,
         state_credentials: StateCredentials,
-    ) -> Callable[[], Optional[Any]]:
+    ) -> Callable[[], Any | None]:
         sync_resolver_builder = self._get_api_action_sync_builder_handler()
         sync_resolver = sync_resolver_builder(
             env, resource_runtime_part, normalised_parameters, state_credentials
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service_lambda.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service_lambda.py
index 8feebfa1cdc29..4a2b67d208b6e 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service_lambda.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service_lambda.py
@@ -1,6 +1,6 @@
 import json
 import logging
-from typing import Final, Optional
+from typing import Final
 
 from botocore.exceptions import ClientError
 
@@ -50,7 +50,7 @@ class StateTaskServiceLambda(StateTaskServiceCallback):
     def __init__(self):
         super().__init__(supported_integration_patterns=_SUPPORTED_INTEGRATION_PATTERNS)
 
-    def _get_supported_parameters(self) -> Optional[set[str]]:
+    def _get_supported_parameters(self) -> set[str] | None:
         return _SUPPORTED_API_PARAM_BINDINGS.get(self.resource.api_action.lower())
 
     @staticmethod
@@ -105,8 +105,8 @@ def _from_error(self, env: Environment, ex: Exception) -> FailureEvent:
     def _normalise_parameters(
         self,
         parameters: dict,
-        boto_service_name: Optional[str] = None,
-        service_action_name: Optional[str] = None,
+        boto_service_name: str | None = None,
+        service_action_name: str | None = None,
     ) -> None:
         # Run Payload value casting before normalisation.
         if "Payload" in parameters:
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service_sfn.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service_sfn.py
index 33bafc723a00e..9fcd18163fde3 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service_sfn.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service_sfn.py
@@ -1,5 +1,6 @@
 import json
-from typing import Any, Callable, Final, Optional
+from collections.abc import Callable
+from typing import Any, Final
 
 from botocore.exceptions import ClientError
 
@@ -52,7 +53,7 @@ class StateTaskServiceSfn(StateTaskServiceCallback):
     def __init__(self):
         super().__init__(supported_integration_patterns=_SUPPORTED_INTEGRATION_PATTERNS)
 
-    def _get_supported_parameters(self) -> Optional[set[str]]:
+    def _get_supported_parameters(self) -> set[str] | None:
         return _SUPPORTED_API_PARAM_BINDINGS.get(self.resource.api_action.lower())
 
     def _from_error(self, env: Environment, ex: Exception) -> FailureEvent:
@@ -91,8 +92,8 @@ def _from_error(self, env: Environment, ex: Exception) -> FailureEvent:
     def _normalise_parameters(
         self,
         parameters: dict,
-        boto_service_name: Optional[str] = None,
-        service_action_name: Optional[str] = None,
+        boto_service_name: str | None = None,
+        service_action_name: str | None = None,
     ) -> None:
         if service_action_name is None:
             if self._get_boto_service_action() == "start_execution":
@@ -115,7 +116,7 @@ def _build_sync_resolver(
         resource_runtime_part: ResourceRuntimePart,
         normalised_parameters: dict,
         state_credentials: StateCredentials,
-    ) -> Callable[[], Optional[Any]]:
+    ) -> Callable[[], Any | None]:
         sfn_client = boto_client_for(
             service="stepfunctions",
             region=resource_runtime_part.region,
@@ -124,7 +125,7 @@ def _build_sync_resolver(
         submission_output: dict = env.stack.pop()
         execution_arn: str = submission_output["ExecutionArn"]
 
-        def _sync_resolver() -> Optional[Any]:
+        def _sync_resolver() -> Any | None:
             describe_execution_output = sfn_client.describe_execution(executionArn=execution_arn)
             describe_execution_output: DescribeExecutionOutput = select_from_typed_dict(
                 DescribeExecutionOutput, describe_execution_output
@@ -176,7 +177,7 @@ def _build_sync2_resolver(
         resource_runtime_part: ResourceRuntimePart,
         normalised_parameters: dict,
         state_credentials: StateCredentials,
-    ) -> Callable[[], Optional[Any]]:
+    ) -> Callable[[], Any | None]:
         sfn_client = boto_client_for(
             region=resource_runtime_part.region,
             service="stepfunctions",
@@ -185,7 +186,7 @@ def _build_sync2_resolver(
         submission_output: dict = env.stack.pop()
         execution_arn: str = submission_output["ExecutionArn"]
 
-        def _sync2_resolver() -> Optional[Any]:
+        def _sync2_resolver() -> Any | None:
             describe_execution_output = sfn_client.describe_execution(executionArn=execution_arn)
             describe_execution_output: DescribeExecutionOutput = select_from_typed_dict(
                 DescribeExecutionOutput, describe_execution_output
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service_sns.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service_sns.py
index 45c6693d0dafd..e230cd418b898 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service_sns.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service_sns.py
@@ -1,4 +1,4 @@
-from typing import Final, Optional
+from typing import Final
 
 from botocore.exceptions import ClientError
 
@@ -46,7 +46,7 @@ class StateTaskServiceSns(StateTaskServiceCallback):
     def __init__(self):
         super().__init__(supported_integration_patterns=_SUPPORTED_INTEGRATION_PATTERNS)
 
-    def _get_supported_parameters(self) -> Optional[set[str]]:
+    def _get_supported_parameters(self) -> set[str] | None:
         return _SUPPORTED_API_PARAM_BINDINGS.get(self.resource.api_action.lower())
 
     def _from_error(self, env: Environment, ex: Exception) -> FailureEvent:
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service_sqs.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service_sqs.py
index 836cb8ad1b95b..621a43a1a651d 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service_sqs.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service_sqs.py
@@ -1,4 +1,4 @@
-from typing import Any, Final, Optional
+from typing import Any, Final
 
 from botocore.exceptions import ClientError
 
@@ -45,7 +45,7 @@ class StateTaskServiceSqs(StateTaskServiceCallback):
     def __init__(self):
         super().__init__(supported_integration_patterns=_SUPPORTED_INTEGRATION_PATTERNS)
 
-    def _get_supported_parameters(self) -> Optional[set[str]]:
+    def _get_supported_parameters(self) -> set[str] | None:
         return _SUPPORTED_API_PARAM_BINDINGS.get(self.resource.api_action.lower())
 
     def _from_error(self, env: Environment, ex: Exception) -> FailureEvent:
@@ -70,8 +70,8 @@ def _from_error(self, env: Environment, ex: Exception) -> FailureEvent:
     def _normalise_response(
         self,
         response: Any,
-        boto_service_name: Optional[str] = None,
-        service_action_name: Optional[str] = None,
+        boto_service_name: str | None = None,
+        service_action_name: str | None = None,
     ) -> None:
         super()._normalise_response(
             response=response,
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/state_task.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/state_task.py
index 79c5f496d7bf8..a5357d30bdc66 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/state_task.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/state_task.py
@@ -31,8 +31,8 @@
 
 class StateTask(ExecutionState, abc.ABC):
     resource: Resource
-    parargs: Optional[Parargs]
-    credentials: Optional[Credentials]
+    parargs: Parargs | None
+    credentials: Credentials | None
 
     def __init__(self):
         super(StateTask, self).__init__(
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/state_task_lambda.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/state_task_lambda.py
index d33fc290b611e..e7ed09aad112e 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/state_task_lambda.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/state_task_lambda.py
@@ -1,6 +1,6 @@
 import json
 import logging
-from typing import Union
+from typing import Any
 
 from botocore.exceptions import ClientError
 
@@ -94,7 +94,7 @@ def _from_error(self, env: Environment, ex: Exception) -> FailureEvent:
             ),
         )
 
-    def _verify_size_quota(self, env: Environment, value: Union[str, json]) -> None:
+    def _verify_size_quota(self, env: Environment, value: str | Any) -> None:
         is_within: bool = is_within_size_quota(value=value)
         if is_within:
             return
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_fail/state_fail.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_fail/state_fail.py
index 608b27f2044fc..a364ad306b395 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_fail/state_fail.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_fail/state_fail.py
@@ -1,5 +1,3 @@
-from typing import Optional
-
 from localstack.aws.api.stepfunctions import HistoryEventType, TaskFailedEventDetails
 from localstack.services.stepfunctions.asl.component.common.error_name.custom_error_name import (
     CustomErrorName,
@@ -22,8 +20,8 @@ def __init__(self):
             state_entered_event_type=HistoryEventType.FailStateEntered,
             state_exited_event_type=None,
         )
-        self.cause: Optional[CauseDecl] = None
-        self.error: Optional[ErrorDecl] = None
+        self.cause: CauseDecl | None = None
+        self.error: ErrorDecl | None = None
 
     def from_state_props(self, state_props: StateProps) -> None:
         super(StateFail, self).from_state_props(state_props)
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_pass/state_pass.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_pass/state_pass.py
index 3a13b935b73ac..b73819a060e05 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_pass/state_pass.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_pass/state_pass.py
@@ -1,5 +1,3 @@
-from typing import Optional
-
 from localstack.aws.api.stepfunctions import (
     HistoryEventType,
 )
@@ -21,17 +19,17 @@ def __init__(self):
         # Result (Optional)
         # Refers to the output of a virtual state_task that is passed on to the next state. If you include the ResultPath
         # field in your state machine definition, Result is placed as specified by ResultPath and passed on to the
-        self.result: Optional[Result] = None
+        self.result: Result | None = None
 
         # ResultPath (Optional)
         # Specifies where to place the output (relative to the input) of the virtual state_task specified in Result. The input
         # is further filtered as specified by the OutputPath field (if present) before being used as the state's output.
-        self.result_path: Optional[ResultPath] = None
+        self.result_path: ResultPath | None = None
 
         # Parameters (Optional)
         # Creates a collection of key-value pairs that will be passed as input. You can specify Parameters as a static
         # value or select from the input using a path.
-        self.parameters: Optional[Parameters] = None
+        self.parameters: Parameters | None = None
 
     def from_state_props(self, state_props: StateProps) -> None:
         super(StatePass, self).from_state_props(state_props)
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_wait/wait_function/timestamp.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_wait/wait_function/timestamp.py
index f26583bf77d10..9b771fa8784f7 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_wait/wait_function/timestamp.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_wait/wait_function/timestamp.py
@@ -1,6 +1,6 @@
 import datetime
 import re
-from typing import Final, Optional
+from typing import Final
 
 from localstack.aws.api.stepfunctions import ExecutionFailedEventDetails, HistoryEventType
 from localstack.services.stepfunctions.asl.component.common.error_name.failure_event import (
@@ -47,7 +47,7 @@ def _is_valid_timestamp_pattern(timestamp: str) -> bool:
         return re.match(TIMESTAMP_PATTERN, timestamp) is not None
 
     @staticmethod
-    def _from_timestamp_string(timestamp: str) -> Optional[datetime]:
+    def _from_timestamp_string(timestamp: str) -> datetime.datetime | None:
         if not Timestamp._is_valid_timestamp_pattern(timestamp):
             return None
         try:
diff --git a/localstack-core/localstack/services/stepfunctions/asl/eval/callback/callback.py b/localstack-core/localstack/services/stepfunctions/asl/eval/callback/callback.py
index c5c27a05f4723..5a21ac217df04 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/eval/callback/callback.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/eval/callback/callback.py
@@ -1,7 +1,7 @@
 import abc
 from collections import OrderedDict
 from threading import Event, Lock
-from typing import Final, Optional
+from typing import Final
 
 from localstack.aws.api.stepfunctions import ActivityDoesNotExist, Arn
 from localstack.services.stepfunctions.backend.activity import Activity, ActivityTask
@@ -26,10 +26,10 @@ def __init__(self, callback_id: CallbackId, output: str):
 
 
 class CallbackOutcomeFailure(CallbackOutcome):
-    error: Final[Optional[str]]
-    cause: Final[Optional[str]]
+    error: Final[str | None]
+    cause: Final[str | None]
 
-    def __init__(self, callback_id: CallbackId, error: Optional[str], cause: Optional[str]):
+    def __init__(self, callback_id: CallbackId, error: str | None, cause: str | None):
         super().__init__(callback_id=callback_id)
         self.error = error
         self.cause = cause
@@ -85,20 +85,20 @@ class HeartbeatTimedOut(CallbackConsumerError):
 
 
 class ActivityTaskStartOutcome:
-    worker_name: Optional[str]
+    worker_name: str | None
 
-    def __init__(self, worker_name: Optional[str] = None):
+    def __init__(self, worker_name: str | None = None):
         self.worker_name = worker_name
 
 
 class ActivityTaskStartEndpoint:
     _next_activity_task_start_event: Final[Event]
-    _outcome: Optional[ActivityTaskStartOutcome]
+    _outcome: ActivityTaskStartOutcome | None
 
     def __init__(self):
         self._next_activity_task_start_event = Event()
 
-    def wait(self, timeout_seconds: float) -> Optional[ActivityTaskStartOutcome]:
+    def wait(self, timeout_seconds: float) -> ActivityTaskStartOutcome | None:
         self._next_activity_task_start_event.wait(timeout=timeout_seconds)
         return self._outcome
 
@@ -110,9 +110,9 @@ def notify(self, activity_task: ActivityTaskStartOutcome) -> None:
 class CallbackEndpoint:
     callback_id: Final[CallbackId]
     _notify_event: Final[Event]
-    _outcome: Optional[CallbackOutcome]
-    consumer_error: Optional[CallbackConsumerError]
-    _heartbeat_endpoint: Optional[HeartbeatEndpoint]
+    _outcome: CallbackOutcome | None
+    consumer_error: CallbackConsumerError | None
+    _heartbeat_endpoint: HeartbeatEndpoint | None
 
     def __init__(self, callback_id: CallbackId):
         self.callback_id = callback_id
@@ -144,11 +144,11 @@ def notify_heartbeat(self) -> bool:
         self._heartbeat_endpoint.notify()
         return True
 
-    def wait(self, timeout: Optional[float] = None) -> Optional[CallbackOutcome]:
+    def wait(self, timeout: float | None = None) -> CallbackOutcome | None:
         self._notify_event.wait(timeout=timeout)
         return self._outcome
 
-    def get_outcome(self) -> Optional[CallbackOutcome]:
+    def get_outcome(self) -> CallbackOutcome | None:
         return self._outcome
 
     def report(self, consumer_error: CallbackConsumerError) -> None:
@@ -170,7 +170,7 @@ def get_activity_input(self) -> str:
     def get_activity_task_start_endpoint(self) -> ActivityTaskStartEndpoint:
         return self._activity_task_start_endpoint
 
-    def notify_activity_task_start(self, worker_name: Optional[str]) -> None:
+    def notify_activity_task_start(self, worker_name: str | None) -> None:
         self._activity_task_start_endpoint.notify(ActivityTaskStartOutcome(worker_name=worker_name))
 
 
@@ -196,7 +196,7 @@ def __init__(self, activity_store: dict[Arn, Activity]):
         self._activity_store = activity_store
         self._pool = OrderedDict()
 
-    def get(self, callback_id: CallbackId) -> Optional[CallbackEndpoint]:
+    def get(self, callback_id: CallbackId) -> CallbackEndpoint | None:
         return self._pool.get(callback_id)
 
     def add(self, callback_id: CallbackId) -> CallbackEndpoint:
@@ -212,7 +212,7 @@ def add_activity_task(
         if callback_id in self._pool:
             raise ValueError("Duplicate callback token id value.")
 
-        maybe_activity: Optional[Activity] = self._activity_store.get(activity_arn)
+        maybe_activity: Activity | None = self._activity_store.get(activity_arn)
         if maybe_activity is None:
             raise ActivityDoesNotExist()
 
@@ -232,7 +232,7 @@ def notify(self, callback_id: CallbackId, outcome: CallbackOutcome) -> bool:
         if callback_endpoint is None:
             return False
 
-        consumer_error: Optional[CallbackConsumerError] = callback_endpoint.consumer_error
+        consumer_error: CallbackConsumerError | None = callback_endpoint.consumer_error
         if consumer_error is not None:
             raise CallbackNotifyConsumerError(callback_consumer_error=consumer_error)
 
@@ -244,7 +244,7 @@ def heartbeat(self, callback_id: CallbackId) -> bool:
         if callback_endpoint is None:
             return False
 
-        consumer_error: Optional[CallbackConsumerError] = callback_endpoint.consumer_error
+        consumer_error: CallbackConsumerError | None = callback_endpoint.consumer_error
         if consumer_error is not None:
             raise CallbackNotifyConsumerError(callback_consumer_error=consumer_error)
 
diff --git a/localstack-core/localstack/services/stepfunctions/asl/eval/environment.py b/localstack-core/localstack/services/stepfunctions/asl/eval/environment.py
index ecb90be5b8d07..d6c3d3478c3d3 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/eval/environment.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/eval/environment.py
@@ -41,18 +41,18 @@
 
 class Environment:
     _state_mutex: Final[threading.RLock()]
-    _program_state: Optional[ProgramState]
+    _program_state: ProgramState | None
     program_state_event: Final[threading.Event()]
 
     event_manager: EventManager
     event_history_context: Final[EventHistoryContext]
-    cloud_watch_logging_session: Final[Optional[CloudWatchLoggingSession]]
+    cloud_watch_logging_session: Final[CloudWatchLoggingSession | None]
     aws_execution_details: Final[AWSExecutionDetails]
     execution_type: Final[StateMachineType]
     callback_pool_manager: CallbackPoolManager
     map_run_record_pool_manager: MapRunRecordPoolManager
     activity_store: Final[dict[Arn, Activity]]
-    mock_test_case: Optional[MockTestCase] = None
+    mock_test_case: MockTestCase | None = None
 
     _frames: Final[list[Environment]]
     _is_frame: bool = False
@@ -68,10 +68,10 @@ def __init__(
         execution_type: StateMachineType,
         context: ContextObjectData,
         event_history_context: EventHistoryContext,
-        cloud_watch_logging_session: Optional[CloudWatchLoggingSession],
+        cloud_watch_logging_session: CloudWatchLoggingSession | None,
         activity_store: dict[Arn, Activity],
-        variable_store: Optional[VariableStore] = None,
-        mock_test_case: Optional[MockTestCase] = None,
+        variable_store: VariableStore | None = None,
+        mock_test_case: MockTestCase | None = None,
     ):
         super(Environment, self).__init__()
         self._state_mutex = threading.RLock()
@@ -101,7 +101,7 @@ def __init__(
 
     @classmethod
     def as_frame_of(
-        cls, env: Environment, event_history_frame_cache: Optional[EventHistoryContext] = None
+        cls, env: Environment, event_history_frame_cache: EventHistoryContext | None = None
     ) -> Environment:
         return Environment.as_inner_frame_of(
             env=env,
@@ -114,7 +114,7 @@ def as_inner_frame_of(
         cls,
         env: Environment,
         variable_store: VariableStore,
-        event_history_frame_cache: Optional[EventHistoryContext] = None,
+        event_history_frame_cache: EventHistoryContext | None = None,
     ) -> Environment:
         # Construct the frame's context object data.
         context = ContextObjectData(
@@ -153,8 +153,8 @@ def as_inner_frame_of(
         return frame
 
     @property
-    def next_state_name(self) -> Optional[str]:
-        next_state_name: Optional[str] = None
+    def next_state_name(self) -> str | None:
+        next_state_name: str | None = None
         program_state = self._program_state
         if isinstance(program_state, ProgramRunning):
             next_state_name = program_state.next_state_name
@@ -173,8 +173,8 @@ def next_state_name(self, next_state_name: str) -> None:
             )
 
     @property
-    def next_field_name(self) -> Optional[str]:
-        next_field_name: Optional[str] = None
+    def next_field_name(self) -> str | None:
+        next_field_name: str | None = None
         program_state = self._program_state
         if isinstance(program_state, ProgramRunning):
             next_field_name = program_state.next_field_name
@@ -220,7 +220,7 @@ def set_timed_out(self) -> None:
             self.program_state_event.set()
             self.program_state_event.clear()
 
-    def set_stop(self, stop_date: Timestamp, cause: Optional[str], error: Optional[str]) -> None:
+    def set_stop(self, stop_date: Timestamp, cause: str | None, error: str | None) -> None:
         with self._state_mutex:
             if isinstance(self._program_state, ProgramRunning):
                 self._program_state = ProgramStopped(stop_date=stop_date, cause=cause, error=error)
@@ -229,16 +229,14 @@ def set_stop(self, stop_date: Timestamp, cause: Optional[str], error: Optional[s
                 self.program_state_event.set()
                 self.program_state_event.clear()
 
-    def open_frame(
-        self, event_history_context: Optional[EventHistoryContext] = None
-    ) -> Environment:
+    def open_frame(self, event_history_context: EventHistoryContext | None = None) -> Environment:
         with self._state_mutex:
             frame = self.as_frame_of(env=self, event_history_frame_cache=event_history_context)
             self._frames.append(frame)
             return frame
 
     def open_inner_frame(
-        self, event_history_context: Optional[EventHistoryContext] = None
+        self, event_history_context: EventHistoryContext | None = None
     ) -> Environment:
         with self._state_mutex:
             variable_store = VariableStore.as_inner_scope_of(
diff --git a/localstack-core/localstack/services/stepfunctions/asl/eval/evaluation_details.py b/localstack-core/localstack/services/stepfunctions/asl/eval/evaluation_details.py
index d053ae70e2187..badb613f23dca 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/eval/evaluation_details.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/eval/evaluation_details.py
@@ -1,4 +1,4 @@
-from typing import Any, Final, Optional
+from typing import Any, Final
 
 from localstack.aws.api.stepfunctions import Arn, Definition, LongArn, StateMachineType
 
@@ -18,12 +18,10 @@ class ExecutionDetails:
     arn: Final[LongArn]
     name: Final[str]
     role_arn: Final[Arn]
-    inpt: Final[Optional[Any]]
+    inpt: Final[Any | None]
     start_time: Final[str]
 
-    def __init__(
-        self, arn: LongArn, name: str, role_arn: Arn, inpt: Optional[Any], start_time: str
-    ):
+    def __init__(self, arn: LongArn, name: str, role_arn: Arn, inpt: Any | None, start_time: str):
         self.arn = arn
         self.name = name
         self.role_arn = role_arn
diff --git a/localstack-core/localstack/services/stepfunctions/asl/eval/event/event_manager.py b/localstack-core/localstack/services/stepfunctions/asl/eval/event/event_manager.py
index 8a9ea31a47287..813cf54257ba0 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/eval/event/event_manager.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/eval/event/event_manager.py
@@ -4,7 +4,7 @@
 import datetime
 import logging
 import threading
-from typing import Final, Optional
+from typing import Final
 
 from localstack.aws.api.stepfunctions import (
     HistoryEvent,
@@ -61,9 +61,9 @@ class EventManager:
     _mutex: Final[threading.Lock]
     _event_id_gen: EventIdGenerator
     _history_event_list: Final[HistoryEventList]
-    _cloud_watch_logging_session: Final[Optional[CloudWatchLoggingSession]]
+    _cloud_watch_logging_session: Final[CloudWatchLoggingSession | None]
 
-    def __init__(self, cloud_watch_logging_session: Optional[CloudWatchLoggingSession] = None):
+    def __init__(self, cloud_watch_logging_session: CloudWatchLoggingSession | None = None):
         self._mutex = threading.Lock()
         self._event_id_gen = EventIdGenerator()
         self._history_event_list = list()
@@ -73,7 +73,7 @@ def add_event(
         self,
         context: EventHistoryContext,
         event_type: HistoryEventType,
-        event_details: Optional[EventDetails] = None,
+        event_details: EventDetails | None = None,
         timestamp: Timestamp = None,
         update_source_event_id: bool = True,
     ) -> int:
@@ -105,7 +105,7 @@ def add_event(
 
     @staticmethod
     def _get_current_timestamp() -> datetime.datetime:
-        return datetime.datetime.now(tz=datetime.timezone.utc)
+        return datetime.datetime.now(tz=datetime.UTC)
 
     @staticmethod
     def _create_history_event(
@@ -113,7 +113,7 @@ def _create_history_event(
         source_event_id: int,
         event_type: HistoryEventType,
         timestamp: datetime.datetime,
-        event_details: Optional[EventDetails],
+        event_details: EventDetails | None,
     ) -> HistoryEvent:
         history_event = HistoryEvent()
         if event_details is not None:
@@ -130,7 +130,7 @@ def _publish_history_event(
         source_event_id: int,
         event_type: HistoryEventType,
         timestamp: datetime.datetime,
-        event_details: Optional[EventDetails],
+        event_details: EventDetails | None,
     ):
         history_event = self._create_history_event(
             event_id=event_id,
@@ -154,7 +154,7 @@ def _create_history_log(
         event_type: HistoryEventType,
         timestamp: datetime.datetime,
         execution_arn: LongArn,
-        event_details: Optional[EventDetails],
+        event_details: EventDetails | None,
         include_execution_data: bool,
     ) -> HistoryLog:
         log = HistoryLog(
@@ -184,7 +184,7 @@ def _publish_history_log(
         source_event_id: int,
         event_type: HistoryEventType,
         timestamp: datetime.datetime,
-        event_details: Optional[EventDetails],
+        event_details: EventDetails | None,
     ):
         # No logging session for this execution.
         if self._cloud_watch_logging_session is None:
diff --git a/localstack-core/localstack/services/stepfunctions/asl/eval/event/logging.py b/localstack-core/localstack/services/stepfunctions/asl/eval/event/logging.py
index de504ad2a8255..4471c64d3a062 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/eval/event/logging.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/eval/event/logging.py
@@ -2,7 +2,7 @@
 
 import logging
 from datetime import datetime
-from typing import Final, NotRequired, Optional, TypedDict
+from typing import Final, NotRequired, TypedDict
 
 from botocore.client import BaseClient
 from botocore.exceptions import ClientError
@@ -111,7 +111,7 @@ def __init__(
     @staticmethod
     def extract_log_arn_parts_from(
         logging_configuration: LoggingConfiguration,
-    ) -> Optional[tuple[str, str, str]]:
+    ) -> tuple[str, str, str] | None:
         # Returns a tuple with: account_id, region, and log group name if the logging configuration
         # specifies a valid cloud watch log group arn, none otherwise.
 
@@ -155,7 +155,7 @@ def extract_log_arn_parts_from(
     def from_logging_configuration(
         state_machine_arn: LongArn,
         logging_configuration: LoggingConfiguration,
-    ) -> Optional[CloudWatchLoggingConfiguration]:
+    ) -> CloudWatchLoggingConfiguration | None:
         log_level = logging_configuration.get("level", LogLevel.OFF)
         if log_level == LogLevel.OFF:
             return None
diff --git a/localstack-core/localstack/services/stepfunctions/asl/eval/program_state.py b/localstack-core/localstack/services/stepfunctions/asl/eval/program_state.py
index 00f3af00cb82f..f904964fc662b 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/eval/program_state.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/eval/program_state.py
@@ -1,5 +1,5 @@
 import abc
-from typing import Final, Optional
+from typing import Final
 
 from localstack.aws.api.stepfunctions import ExecutionFailedEventDetails, Timestamp
 
@@ -12,16 +12,16 @@ class ProgramEnded(ProgramState):
 
 
 class ProgramStopped(ProgramState):
-    def __init__(self, stop_date: Timestamp, error: Optional[str], cause: Optional[str]):
+    def __init__(self, stop_date: Timestamp, error: str | None, cause: str | None):
         super().__init__()
         self.stop_date: Timestamp = stop_date
-        self.error: Optional[str] = error
-        self.cause: Optional[str] = cause
+        self.error: str | None = error
+        self.cause: str | None = cause
 
 
 class ProgramRunning(ProgramState):
-    _next_state_name: Optional[str]
-    _next_field_name: Optional[str]
+    _next_state_name: str | None
+    _next_field_name: str | None
 
     def __init__(self):
         super().__init__()
@@ -53,9 +53,9 @@ def next_field_name(self, next_field_name) -> None:
 
 
 class ProgramError(ProgramState):
-    error: Final[Optional[ExecutionFailedEventDetails]]
+    error: Final[ExecutionFailedEventDetails | None]
 
-    def __init__(self, error: Optional[ExecutionFailedEventDetails]):
+    def __init__(self, error: ExecutionFailedEventDetails | None):
         super().__init__()
         self.error = error
 
diff --git a/localstack-core/localstack/services/stepfunctions/asl/eval/states.py b/localstack-core/localstack/services/stepfunctions/asl/eval/states.py
index 295e4149344e7..af933a30361d0 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/eval/states.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/eval/states.py
@@ -1,5 +1,5 @@
 import copy
-from typing import Any, Final, NotRequired, Optional, TypedDict
+from typing import Any, Final, NotRequired, TypedDict
 
 from localstack.services.stepfunctions.asl.jsonata.jsonata import (
     VariableDeclarations,
@@ -18,7 +18,7 @@
 
 class ExecutionData(TypedDict):
     Id: str
-    Input: Optional[Any]
+    Input: Any | None
     Name: str
     RoleArn: str
     StartTime: str  # Format: ISO 8601.
@@ -43,7 +43,7 @@ class ItemData(TypedDict):
     # Contains the index number for the array item that is being currently processed.
     Index: int
     # Contains the array item being processed.
-    Value: Optional[Any]
+    Value: Any | None
 
 
 class MapData(TypedDict):
@@ -73,8 +73,8 @@ def update_task_token(self) -> str:
 class StatesData(TypedDict):
     input: Any
     context: ContextObjectData
-    result: NotRequired[Optional[Any]]
-    errorOutput: NotRequired[Optional[Any]]
+    result: NotRequired[Any | None]
+    errorOutput: NotRequired[Any | None]
 
 
 class States:
@@ -87,7 +87,7 @@ def __init__(self, context: ContextObjectData):
         self.context_object = ContextObject(context_object=context)
 
     @staticmethod
-    def _extract(query: Optional[str], data: Any) -> Any:
+    def _extract(query: str | None, data: Any) -> Any:
         if query is None:
             result = data
         else:
@@ -100,7 +100,7 @@ def extract(self, query: str) -> Any:
         jsonpath_states_query = "$." + query[1:]
         return self._extract(jsonpath_states_query, self._states_data)
 
-    def get_input(self, query: Optional[str] = None) -> Any:
+    def get_input(self, query: str | None = None) -> Any:
         return self._extract(query, self._states_data["input"])
 
     def reset(self, input_value: Any) -> None:
@@ -109,10 +109,10 @@ def reset(self, input_value: Any) -> None:
         self._states_data["result"] = None
         self._states_data["errorOutput"] = None
 
-    def get_context(self, query: Optional[str] = None) -> Any:
+    def get_context(self, query: str | None = None) -> Any:
         return self._extract(query, self._states_data["context"])
 
-    def get_result(self, query: Optional[str] = None) -> Any:
+    def get_result(self, query: str | None = None) -> Any:
         if "result" not in self._states_data:
             raise RuntimeError("Illegal access to $states.result")
         return self._extract(query, self._states_data["result"])
@@ -121,7 +121,7 @@ def set_result(self, result: Any) -> Any:
         clone_result = copy.deepcopy(result)
         self._states_data["result"] = clone_result
 
-    def get_error_output(self, query: Optional[str] = None) -> Any:
+    def get_error_output(self, query: str | None = None) -> Any:
         if "errorOutput" not in self._states_data:
             raise RuntimeError("Illegal access to $states.errorOutput")
         return self._extract(query, self._states_data["errorOutput"])
@@ -131,7 +131,7 @@ def set_error_output(self, error_output: Any) -> None:
         self._states_data["errorOutput"] = clone_error_output
 
     def to_variable_declarations(
-        self, variable_references: Optional[set[VariableReference]] = None
+        self, variable_references: set[VariableReference] | None = None
     ) -> VariableDeclarations:
         if not variable_references or _STATES_PREFIX in variable_references:
             return encode_jsonata_variable_declarations(
diff --git a/localstack-core/localstack/services/stepfunctions/asl/eval/test_state/environment.py b/localstack-core/localstack/services/stepfunctions/asl/eval/test_state/environment.py
index 8db4b0e427cac..510fa534f1447 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/eval/test_state/environment.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/eval/test_state/environment.py
@@ -1,7 +1,5 @@
 from __future__ import annotations
 
-from typing import Optional
-
 from localstack.aws.api.stepfunctions import Arn, InspectionData, StateMachineType
 from localstack.services.stepfunctions.asl.eval.environment import Environment
 from localstack.services.stepfunctions.asl.eval.evaluation_details import AWSExecutionDetails
@@ -32,7 +30,7 @@ def __init__(
         context: ContextObjectData,
         event_history_context: EventHistoryContext,
         activity_store: dict[Arn, Activity],
-        cloud_watch_logging_session: Optional[CloudWatchLoggingSession] = None,
+        cloud_watch_logging_session: CloudWatchLoggingSession | None = None,
     ):
         super().__init__(
             aws_execution_details=aws_execution_details,
@@ -47,7 +45,7 @@ def __init__(
     def as_frame_of(
         cls,
         env: TestStateEnvironment,
-        event_history_frame_cache: Optional[EventHistoryContext] = None,
+        event_history_frame_cache: EventHistoryContext | None = None,
     ) -> Environment:
         frame = super().as_frame_of(env=env, event_history_frame_cache=event_history_frame_cache)
         frame.inspection_data = env.inspection_data
@@ -57,7 +55,7 @@ def as_inner_frame_of(
         cls,
         env: TestStateEnvironment,
         variable_store: VariableStore,
-        event_history_frame_cache: Optional[EventHistoryContext] = None,
+        event_history_frame_cache: EventHistoryContext | None = None,
     ) -> Environment:
         frame = super().as_inner_frame_of(
             env=env,
diff --git a/localstack-core/localstack/services/stepfunctions/asl/eval/variable_store.py b/localstack-core/localstack/services/stepfunctions/asl/eval/variable_store.py
index 055fb9355ca5c..0807044c94428 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/eval/variable_store.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/eval/variable_store.py
@@ -1,6 +1,6 @@
 from __future__ import annotations
 
-from typing import Any, Final, Optional
+from typing import Any, Final
 
 from localstack.services.stepfunctions.asl.jsonata.jsonata import (
     VariableDeclarations,
@@ -51,8 +51,8 @@ class VariableStore:
 
     _declaration_tracing: Final[set[str]]
 
-    _outer_variable_declaration_cache: Optional[VariableDeclarations]
-    _variable_declarations_cache: Optional[VariableDeclarations]
+    _outer_variable_declaration_cache: VariableDeclarations | None
+    _variable_declarations_cache: VariableDeclarations | None
 
     def __init__(self):
         self._outer_scope = dict()
diff --git a/localstack-core/localstack/services/stepfunctions/asl/jsonata/jsonata.py b/localstack-core/localstack/services/stepfunctions/asl/jsonata/jsonata.py
index ad9dd6acd1010..f014535f0b1c5 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/jsonata/jsonata.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/jsonata/jsonata.py
@@ -2,8 +2,9 @@
 
 import json
 import re
+from collections.abc import Callable
 from pathlib import Path
-from typing import Any, Callable, Final, Optional
+from typing import Any, Final
 
 import jpype
 import jpype.imports
@@ -45,9 +46,9 @@
 
 class JSONataException(Exception):
     error: Final[str]
-    details: Optional[str]
+    details: str | None
 
-    def __init__(self, error: str, details: Optional[str]):
+    def __init__(self, error: str, details: str | None):
         self.error = error
         self.details = details
 
@@ -105,7 +106,7 @@ def eval_jsonata(self, jsonata_expression: JSONataExpression) -> Any:
 
 # Lazy initialization of the `eval_jsonata` function pointer.
 # This ensures the JVM is only started when JSONata functionality is needed.
-_eval_jsonata: Optional[Callable[[JSONataExpression], Any]] = None
+_eval_jsonata: Callable[[JSONataExpression], Any] | None = None
 
 
 def eval_jsonata_expression(jsonata_expression: JSONataExpression) -> Any:
diff --git a/localstack-core/localstack/services/stepfunctions/asl/parse/intrinsic/preprocessor.py b/localstack-core/localstack/services/stepfunctions/asl/parse/intrinsic/preprocessor.py
index c25f0345b1b0d..993496d09e37e 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/parse/intrinsic/preprocessor.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/parse/intrinsic/preprocessor.py
@@ -1,5 +1,4 @@
 import re
-from typing import Optional
 
 from antlr4.tree.Tree import ParseTree, TerminalNodeImpl
 
@@ -88,7 +87,7 @@ def visitFunc_arg_bool(self, ctx: ASLIntrinsicParser.Func_arg_boolContext) -> Ar
     def visitFunc_arg_list(self, ctx: ASLIntrinsicParser.Func_arg_listContext) -> ArgumentList:
         arguments: list[Argument] = list()
         for child in ctx.children:
-            cmp: Optional[Component] = self.visit(child)
+            cmp: Component | None = self.visit(child)
             if isinstance(cmp, Argument):
                 arguments.append(cmp)
         return ArgumentList(arguments=arguments)
diff --git a/localstack-core/localstack/services/stepfunctions/asl/parse/preprocessor.py b/localstack-core/localstack/services/stepfunctions/asl/parse/preprocessor.py
index 93132888e920b..7689a1bbe9057 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/parse/preprocessor.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/parse/preprocessor.py
@@ -1,6 +1,6 @@
 import json
 import logging
-from typing import Any, Optional
+from typing import Any
 
 from antlr4 import ParserRuleContext
 from antlr4.tree.Tree import ParseTree, TerminalNodeImpl
@@ -376,7 +376,7 @@ def _raise_if_query_language_is_not(
             )
 
     @staticmethod
-    def _inner_string_of(parser_rule_context: ParserRuleContext) -> Optional[str]:
+    def _inner_string_of(parser_rule_context: ParserRuleContext) -> str | None:
         if is_terminal(parser_rule_context, ASLLexer.NULL):
             return None
         inner_str = parser_rule_context.getText()
@@ -408,7 +408,7 @@ def visitStartat_decl(self, ctx: ASLParser.Startat_declContext) -> StartAt:
     def visitStates_decl(self, ctx: ASLParser.States_declContext) -> States:
         states = States()
         for child in ctx.children:
-            cmp: Optional[Component] = self.visit(child)
+            cmp: Component | None = self.visit(child)
             if isinstance(cmp, CommonStateField):
                 # TODO move check to setter or checker layer?
                 if cmp.name in states.states:
@@ -429,7 +429,7 @@ def visitResource_decl(self, ctx: ASLParser.Resource_declContext) -> Resource:
 
     def visitEnd_decl(self, ctx: ASLParser.End_declContext) -> End:
         bool_child: ParseTree = ctx.children[-1]
-        bool_term: Optional[TerminalNodeImpl] = is_terminal(bool_child)
+        bool_term: TerminalNodeImpl | None = is_terminal(bool_child)
         if bool_term is None:
             raise ValueError(f"Could not derive End from declaration context '{ctx.getText()}'")
         bool_term_rule: int = bool_term.getSymbol().type
@@ -448,7 +448,7 @@ def visitResult_path_decl(self, ctx: ASLParser.Result_path_declContext) -> Resul
         return ResultPath(result_path_src=inner_str)
 
     def visitInput_path_decl(self, ctx: ASLParser.Input_path_declContext) -> InputPath:
-        string_sampler: Optional[StringSampler] = None
+        string_sampler: StringSampler | None = None
         if not is_terminal(pt=ctx.children[-1], token_type=ASLLexer.NULL):
             string_sampler: StringSampler = self.visitString_sampler(ctx.string_sampler())
         return InputPath(string_sampler=string_sampler)
@@ -457,7 +457,7 @@ def visitOutput_path_decl(self, ctx: ASLParser.Output_path_declContext) -> Outpu
         self._raise_if_query_language_is_not(
             query_language_mode=QueryLanguageMode.JSONPath, ctx=ctx
         )
-        string_sampler: Optional[StringSampler] = None
+        string_sampler: StringSampler | None = None
         if is_production(ctx.children[-1], ASLParser.RULE_string_sampler):
             string_sampler: StringSampler = self.visitString_sampler(ctx.children[-1])
         return OutputPath(string_sampler=string_sampler)
@@ -527,7 +527,7 @@ def visitResult_selector_decl(
     def visitBranches_decl(self, ctx: ASLParser.Branches_declContext) -> BranchesDecl:
         programs: list[Program] = []
         for child in ctx.children:
-            cmp: Optional[Component] = self.visit(child)
+            cmp: Component | None = self.visit(child)
             if isinstance(cmp, Program):
                 programs.append(cmp)
         return BranchesDecl(programs=programs)
@@ -536,7 +536,7 @@ def visitState_decl_body(self, ctx: ASLParser.State_decl_bodyContext) -> StatePr
         self._open_query_language_scope(ctx)
         state_props = StateProps()
         for child in ctx.children:
-            cmp: Optional[Component] = self.visit(child)
+            cmp: Component | None = self.visit(child)
             state_props.add(cmp)
         if state_props.get(QueryLanguage) is None:
             state_props.add(self._get_current_query_language())
@@ -583,7 +583,7 @@ def _common_state_field_of(state_props: StateProps) -> CommonStateField:
     def visitCondition_lit(self, ctx: ASLParser.Condition_litContext) -> ConditionJSONataLit:
         self._raise_if_query_language_is_not(query_language_mode=QueryLanguageMode.JSONata, ctx=ctx)
         bool_child: ParseTree = ctx.children[-1]
-        bool_term: Optional[TerminalNodeImpl] = is_terminal(bool_child)
+        bool_term: TerminalNodeImpl | None = is_terminal(bool_child)
         if bool_term is None:
             raise ValueError(
                 f"Could not derive boolean literal from declaration context '{ctx.getText()}'."
@@ -651,7 +651,7 @@ def visitChoice_operator(
         self._raise_if_query_language_is_not(
             query_language_mode=QueryLanguageMode.JSONPath, ctx=ctx
         )
-        pt: Optional[TerminalNodeImpl] = is_terminal(ctx.children[0])
+        pt: TerminalNodeImpl | None = is_terminal(ctx.children[0])
         if not pt:
             raise ValueError(f"Could not derive ChoiceOperator in block '{ctx.getText()}'.")
         return ComparisonComposite.ChoiceOp(pt.symbol.type)
@@ -662,7 +662,7 @@ def visitComparison_composite(
         choice_op: ComparisonComposite.ChoiceOp = self.visit(ctx.choice_operator())
         rules: list[ChoiceRule] = list()
         for child in ctx.children[1:]:
-            cmp: Optional[Component] = self.visit(child)
+            cmp: Component | None = self.visit(child)
             if not cmp:
                 continue
             elif isinstance(cmp, ChoiceRule):
@@ -685,7 +685,7 @@ def visitChoice_rule_comparison_composite(
     ) -> ChoiceRule:
         composite_stmts = ComparisonCompositeProps()
         for child in ctx.children:
-            cmp: Optional[Component] = self.visit(child)
+            cmp: Component | None = self.visit(child)
             composite_stmts.add(cmp)
         return ChoiceRule(
             comparison=composite_stmts.get(
@@ -705,7 +705,7 @@ def visitChoice_rule_comparison_variable(
     ) -> ChoiceRule:
         comparison_stmts = StateProps()
         for child in ctx.children:
-            cmp: Optional[Component] = self.visit(child)
+            cmp: Component | None = self.visit(child)
             comparison_stmts.add(cmp)
         if self._is_query_language(query_language_mode=QueryLanguageMode.JSONPath):
             variable: Variable = comparison_stmts.get(
@@ -748,7 +748,7 @@ def visitChoice_rule_comparison_variable(
     def visitChoices_decl(self, ctx: ASLParser.Choices_declContext) -> ChoicesDecl:
         rules: list[ChoiceRule] = list()
         for child in ctx.children:
-            cmp: Optional[Component] = self.visit(child)
+            cmp: Component | None = self.visit(child)
             if not cmp:
                 continue
             elif isinstance(cmp, ChoiceRule):
@@ -1076,7 +1076,7 @@ def visitResult_writer_decl(self, ctx: ASLParser.Result_writer_declContext) -> R
     def visitRetry_decl(self, ctx: ASLParser.Retry_declContext) -> RetryDecl:
         retriers: list[RetrierDecl] = list()
         for child in ctx.children:
-            cmp: Optional[Component] = self.visit(child)
+            cmp: Component | None = self.visit(child)
             if isinstance(cmp, RetrierDecl):
                 retriers.append(cmp)
         return RetryDecl(retriers=retriers)
@@ -1084,7 +1084,7 @@ def visitRetry_decl(self, ctx: ASLParser.Retry_declContext) -> RetryDecl:
     def visitRetrier_decl(self, ctx: ASLParser.Retrier_declContext) -> RetrierDecl:
         props = RetrierProps()
         for child in ctx.children:
-            cmp: Optional[Component] = self.visit(child)
+            cmp: Component | None = self.visit(child)
             props.add(cmp)
         return RetrierDecl.from_retrier_props(props=props)
 
@@ -1103,7 +1103,7 @@ def visitError_name(self, ctx: ASLParser.Error_nameContext) -> ErrorName:
         pt = ctx.children[0]
 
         # Case: StatesErrorName.
-        prc: Optional[ParserRuleContext] = is_production(
+        prc: ParserRuleContext | None = is_production(
             pt=pt, rule_index=ASLParser.RULE_states_error_name
         )
         if prc:
@@ -1114,7 +1114,7 @@ def visitError_name(self, ctx: ASLParser.Error_nameContext) -> ErrorName:
         return CustomErrorName(error_name=error_name)
 
     def visitStates_error_name(self, ctx: ASLParser.States_error_nameContext) -> StatesErrorName:
-        pt: Optional[TerminalNodeImpl] = is_terminal(ctx.children[0])
+        pt: TerminalNodeImpl | None = is_terminal(ctx.children[0])
         if not pt:
             raise ValueError(f"Could not derive ErrorName in block '{ctx.getText()}'.")
         states_error_name_type = StatesErrorNameType(pt.symbol.type)
@@ -1140,7 +1140,7 @@ def visitJitter_strategy_decl(
         self, ctx: ASLParser.Jitter_strategy_declContext
     ) -> JitterStrategyDecl:
         last_child: ParseTree = ctx.children[-1]
-        strategy_child: Optional[TerminalNodeImpl] = is_terminal(last_child)
+        strategy_child: TerminalNodeImpl | None = is_terminal(last_child)
         strategy_value = strategy_child.getSymbol().type
         jitter_strategy = JitterStrategy(strategy_value)
         return JitterStrategyDecl(jitter_strategy=jitter_strategy)
@@ -1148,7 +1148,7 @@ def visitJitter_strategy_decl(
     def visitCatch_decl(self, ctx: ASLParser.Catch_declContext) -> CatchDecl:
         catchers: list[CatcherDecl] = list()
         for child in ctx.children:
-            cmp: Optional[Component] = self.visit(child)
+            cmp: Component | None = self.visit(child)
             if isinstance(cmp, CatcherDecl):
                 catchers.append(cmp)
         return CatchDecl(catchers=catchers)
@@ -1156,7 +1156,7 @@ def visitCatch_decl(self, ctx: ASLParser.Catch_declContext) -> CatchDecl:
     def visitCatcher_decl(self, ctx: ASLParser.Catcher_declContext) -> CatcherDecl:
         props = CatcherProps()
         for child in ctx.children:
-            cmp: Optional[Component] = self.visit(child)
+            cmp: Component | None = self.visit(child)
             props.add(cmp)
         if self._is_query_language(QueryLanguageMode.JSONPath) and not props.get(ResultPath):
             props.add(CatcherDecl.DEFAULT_RESULT_PATH)
@@ -1172,7 +1172,7 @@ def visitPayload_value_int(self, ctx: ASLParser.Payload_value_intContext) -> Pay
 
     def visitPayload_value_bool(self, ctx: ASLParser.Payload_value_boolContext) -> PayloadValueBool:
         bool_child: ParseTree = ctx.children[0]
-        bool_term: Optional[TerminalNodeImpl] = is_terminal(bool_child)
+        bool_term: TerminalNodeImpl | None = is_terminal(bool_child)
         if bool_term is None:
             raise ValueError(
                 f"Could not derive PayloadValueBool from declaration context '{ctx.getText()}'."
@@ -1210,7 +1210,7 @@ def visitPayload_binding_value(
     def visitPayload_arr_decl(self, ctx: ASLParser.Payload_arr_declContext) -> PayloadArr:
         payload_values: list[PayloadValue] = list()
         for child in ctx.children:
-            cmp: Optional[Component] = self.visit(child)
+            cmp: Component | None = self.visit(child)
             if isinstance(cmp, PayloadValue):
                 payload_values.append(cmp)
         return PayloadArr(payload_values=payload_values)
@@ -1218,7 +1218,7 @@ def visitPayload_arr_decl(self, ctx: ASLParser.Payload_arr_declContext) -> Paylo
     def visitPayload_tmpl_decl(self, ctx: ASLParser.Payload_tmpl_declContext) -> PayloadTmpl:
         payload_bindings: list[PayloadBinding] = list()
         for child in ctx.children:
-            cmp: Optional[Component] = self.visit(child)
+            cmp: Component | None = self.visit(child)
             if isinstance(cmp, PayloadBinding):
                 payload_bindings.append(cmp)
         return PayloadTmpl(payload_bindings=payload_bindings)
@@ -1231,7 +1231,7 @@ def visitProgram_decl(self, ctx: ASLParser.Program_declContext) -> Program:
         self._open_query_language_scope(ctx)
         props = TypedProps()
         for child in ctx.children:
-            cmp: Optional[Component] = self.visit(child)
+            cmp: Component | None = self.visit(child)
             props.add(cmp)
         if props.get(QueryLanguage) is None:
             props.add(self._get_current_query_language())
@@ -1314,7 +1314,7 @@ def visitAssign_template_value_array(
     ) -> AssignTemplateValueArray:
         values: list[AssignTemplateValue] = list()
         for child in ctx.children:
-            cmp: Optional[Component] = self.visit(child)
+            cmp: Component | None = self.visit(child)
             if isinstance(cmp, AssignTemplateValue):
                 values.append(cmp)
         return AssignTemplateValueArray(values=values)
@@ -1324,7 +1324,7 @@ def visitAssign_template_value_object(
     ) -> AssignTemplateValueObject:
         bindings: list[AssignTemplateBinding] = list()
         for child in ctx.children:
-            cmp: Optional[Component] = self.visit(child)
+            cmp: Component | None = self.visit(child)
             if isinstance(cmp, AssignTemplateBinding):
                 bindings.append(cmp)
         return AssignTemplateValueObject(bindings=bindings)
@@ -1361,7 +1361,7 @@ def visitAssign_decl_body(
     ) -> list[AssignDeclBinding]:
         bindings: list[AssignDeclBinding] = list()
         for child in ctx.children:
-            cmp: Optional[Component] = self.visit(child)
+            cmp: Component | None = self.visit(child)
             if isinstance(cmp, AssignDeclBinding):
                 bindings.append(cmp)
         return bindings
@@ -1416,7 +1416,7 @@ def visitJsonata_template_value_array(
     ) -> JSONataTemplateValueArray:
         values: list[JSONataTemplateValue] = list()
         for child in ctx.children:
-            cmp: Optional[Component] = self.visit(child)
+            cmp: Component | None = self.visit(child)
             if isinstance(cmp, JSONataTemplateValue):
                 values.append(cmp)
         return JSONataTemplateValueArray(values=values)
@@ -1426,7 +1426,7 @@ def visitJsonata_template_value_object(
     ) -> JSONataTemplateValueObject:
         bindings: list[JSONataTemplateBinding] = list()
         for child in ctx.children:
-            cmp: Optional[Component] = self.visit(child)
+            cmp: Component | None = self.visit(child)
             if isinstance(cmp, JSONataTemplateBinding):
                 bindings.append(cmp)
         return JSONataTemplateValueObject(bindings=bindings)
diff --git a/localstack-core/localstack/services/stepfunctions/asl/parse/typed_props.py b/localstack-core/localstack/services/stepfunctions/asl/parse/typed_props.py
index fda0913ec86b2..a63bce525e156 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/parse/typed_props.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/parse/typed_props.py
@@ -1,5 +1,5 @@
 from collections import OrderedDict
-from typing import Any, Optional
+from typing import Any
 
 
 class TypedProps:
@@ -18,7 +18,7 @@ def _add(self, typ: type, instance: Any) -> None:
             )
         self._instance_by_type[typ] = instance
 
-    def get(self, typ: type, raise_on_missing: Optional[Exception] = None) -> Optional[Any]:
+    def get(self, typ: type, raise_on_missing: Exception | None = None) -> Any | None:
         if raise_on_missing and typ not in self._instance_by_type:
             raise raise_on_missing
         return self._instance_by_type.get(typ)
diff --git a/localstack-core/localstack/services/stepfunctions/asl/utils/encoding.py b/localstack-core/localstack/services/stepfunctions/asl/utils/encoding.py
index 893db6cc28f44..1ea102727a29c 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/utils/encoding.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/utils/encoding.py
@@ -1,7 +1,7 @@
 import datetime
 import json
 from json import JSONEncoder
-from typing import Any, Optional
+from typing import Any
 
 
 class _DateTimeEncoder(JSONEncoder):
@@ -12,5 +12,5 @@ def default(self, obj):
             return str(obj)
 
 
-def to_json_str(obj: Any, separators: Optional[tuple[str, str]] = None) -> str:
+def to_json_str(obj: Any, separators: tuple[str, str] | None = None) -> str:
     return json.dumps(obj, cls=_DateTimeEncoder, separators=separators)
diff --git a/localstack-core/localstack/services/stepfunctions/asl/utils/json_path.py b/localstack-core/localstack/services/stepfunctions/asl/utils/json_path.py
index 2447458683daf..592f09c76cf48 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/utils/json_path.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/utils/json_path.py
@@ -1,5 +1,5 @@
 import re
-from typing import Any, Final, Optional
+from typing import Any, Final
 
 from jsonpath_ng.ext import parse
 from jsonpath_ng.jsonpath import Index
@@ -24,7 +24,7 @@ def _contains_slice_or_wildcard_array(path: str) -> bool:
 class NoSuchJsonPathError(Exception):
     json_path: Final[str]
     data: Final[Any]
-    _message: Optional[str]
+    _message: str | None
 
     def __init__(self, json_path: str, data: Any):
         self.json_path = json_path
diff --git a/localstack-core/localstack/services/stepfunctions/backend/activity.py b/localstack-core/localstack/services/stepfunctions/backend/activity.py
index 8800dbd3fa122..cabb8f98cd420 100644
--- a/localstack-core/localstack/services/stepfunctions/backend/activity.py
+++ b/localstack-core/localstack/services/stepfunctions/backend/activity.py
@@ -1,6 +1,6 @@
 import datetime
 from collections import deque
-from typing import Final, Optional
+from typing import Final
 
 from localstack.aws.api.stepfunctions import (
     ActivityListItem,
@@ -26,16 +26,16 @@ class Activity:
     creation_date: Final[Timestamp]
     _tasks: Final[deque[ActivityTask]]
 
-    def __init__(self, arn: Arn, name: Name, creation_date: Optional[Timestamp] = None):
+    def __init__(self, arn: Arn, name: Name, creation_date: Timestamp | None = None):
         self.arn = arn
         self.name = name
-        self.creation_date = creation_date or datetime.datetime.now(tz=datetime.timezone.utc)
+        self.creation_date = creation_date or datetime.datetime.now(tz=datetime.UTC)
         self._tasks = deque()
 
     def add_task(self, task: ActivityTask):
         self._tasks.append(task)
 
-    def get_task(self) -> Optional[ActivityTask]:
+    def get_task(self) -> ActivityTask | None:
         return self._tasks.popleft()
 
     def to_describe_activity_output(self) -> DescribeActivityOutput:
diff --git a/localstack-core/localstack/services/stepfunctions/backend/alias.py b/localstack-core/localstack/services/stepfunctions/backend/alias.py
index 155890abf4cb3..47eef52bf834f 100644
--- a/localstack-core/localstack/services/stepfunctions/backend/alias.py
+++ b/localstack-core/localstack/services/stepfunctions/backend/alias.py
@@ -4,7 +4,7 @@
 import datetime
 import random
 import threading
-from typing import Final, Optional
+from typing import Final
 
 from localstack.aws.api.stepfunctions import (
     AliasDescription,
@@ -20,9 +20,9 @@
 
 class Alias:
     _mutex: Final[threading.Lock]
-    update_date: Optional[datetime.datetime]
+    update_date: datetime.datetime | None
     name: Final[CharacterRestrictedName]
-    _description: Optional[AliasDescription]
+    _description: AliasDescription | None
     _routing_configuration_list: RoutingConfigurationList
     _state_machine_version_arns: list[Arn]
     _execution_probability_distribution: list[int]
@@ -34,7 +34,7 @@ def __init__(
         self,
         state_machine_arn: Arn,
         name: CharacterRestrictedName,
-        description: Optional[AliasDescription],
+        description: AliasDescription | None,
         routing_configuration_list: RoutingConfigurationList,
     ):
         self._mutex = threading.Lock()
@@ -66,7 +66,7 @@ def is_idempotent(self, other: Alias) -> bool:
 
     @staticmethod
     def _get_mutex_date() -> datetime.datetime:
-        return datetime.datetime.now(tz=datetime.timezone.utc)
+        return datetime.datetime.now(tz=datetime.UTC)
 
     def get_routing_configuration_list(self) -> RoutingConfigurationList:
         return copy.deepcopy(self._routing_configuration_list)
@@ -77,7 +77,7 @@ def is_router_for(self, state_machine_version_arn: Arn) -> bool:
 
     def update(
         self,
-        description: Optional[AliasDescription],
+        description: AliasDescription | None,
         routing_configuration_list: RoutingConfigurationList,
     ) -> None:
         with self._mutex:
diff --git a/localstack-core/localstack/services/stepfunctions/backend/execution.py b/localstack-core/localstack/services/stepfunctions/backend/execution.py
index 552497557193f..4d9517a98dc71 100644
--- a/localstack-core/localstack/services/stepfunctions/backend/execution.py
+++ b/localstack-core/localstack/services/stepfunctions/backend/execution.py
@@ -3,7 +3,7 @@
 import datetime
 import json
 import logging
-from typing import Final, Optional
+from typing import Final
 
 from localstack.aws.api.events import PutEventsRequestEntry
 from localstack.aws.api.stepfunctions import (
@@ -72,7 +72,7 @@ def __init__(self, execution: Execution):
 
     def _reflect_execution_status(self):
         exit_program_state: ProgramState = self.execution.exec_worker.env.program_state()
-        self.execution.stop_date = datetime.datetime.now(tz=datetime.timezone.utc)
+        self.execution.stop_date = datetime.datetime.now(tz=datetime.UTC)
         if isinstance(exit_program_state, ProgramEnded):
             self.execution.exec_status = ExecutionStatus.SUCCEEDED
             self.execution.output = self.execution.exec_worker.env.states.get_input()
@@ -105,27 +105,27 @@ class Execution:
 
     state_machine: Final[StateMachineInstance]
     state_machine_arn: Final[Arn]
-    state_machine_version_arn: Final[Optional[Arn]]
-    state_machine_alias_arn: Final[Optional[Arn]]
+    state_machine_version_arn: Final[Arn | None]
+    state_machine_alias_arn: Final[Arn | None]
 
-    mock_test_case: Final[Optional[MockTestCase]]
+    mock_test_case: Final[MockTestCase | None]
 
     start_date: Final[Timestamp]
-    input_data: Final[Optional[json]]
-    input_details: Final[Optional[CloudWatchEventsExecutionDataDetails]]
-    trace_header: Final[Optional[TraceHeader]]
-    _cloud_watch_logging_session: Final[Optional[CloudWatchLoggingSession]]
+    input_data: Final[json | None]
+    input_details: Final[CloudWatchEventsExecutionDataDetails | None]
+    trace_header: Final[TraceHeader | None]
+    _cloud_watch_logging_session: Final[CloudWatchLoggingSession | None]
 
-    exec_status: Optional[ExecutionStatus]
-    stop_date: Optional[Timestamp]
+    exec_status: ExecutionStatus | None
+    stop_date: Timestamp | None
 
-    output: Optional[json]
-    output_details: Optional[CloudWatchEventsExecutionDataDetails]
+    output: json | None
+    output_details: CloudWatchEventsExecutionDataDetails | None
 
-    error: Optional[SensitiveError]
-    cause: Optional[SensitiveCause]
+    error: SensitiveError | None
+    cause: SensitiveCause | None
 
-    exec_worker: Optional[ExecutionWorker]
+    exec_worker: ExecutionWorker | None
 
     _activity_store: dict[Arn, Activity]
 
@@ -139,12 +139,12 @@ def __init__(
         region_name: str,
         state_machine: StateMachineInstance,
         start_date: Timestamp,
-        cloud_watch_logging_session: Optional[CloudWatchLoggingSession],
+        cloud_watch_logging_session: CloudWatchLoggingSession | None,
         activity_store: dict[Arn, Activity],
-        input_data: Optional[json] = None,
-        trace_header: Optional[TraceHeader] = None,
-        state_machine_alias_arn: Optional[Arn] = None,
-        mock_test_case: Optional[MockTestCase] = None,
+        input_data: json | None = None,
+        trace_header: TraceHeader | None = None,
+        state_machine_alias_arn: Arn | None = None,
+        mock_test_case: MockTestCase | None = None,
     ):
         self.name = name
         self.sm_type = sm_type
@@ -267,9 +267,7 @@ def to_history_output(self) -> GetExecutionHistoryOutput:
     @staticmethod
     def _to_serialized_date(timestamp: datetime.datetime) -> str:
         """See test in tests.aws.services.stepfunctions.v2.base.test_base.TestSnfBase.test_execution_dateformat"""
-        return (
-            f"{timestamp.astimezone(datetime.timezone.utc).strftime('%Y-%m-%dT%H:%M:%S.%f')[:-3]}Z"
-        )
+        return f"{timestamp.astimezone(datetime.UTC).strftime('%Y-%m-%dT%H:%M:%S.%f')[:-3]}Z"
 
     def _get_start_execution_worker_comm(self) -> BaseExecutionWorkerCommunication:
         return BaseExecutionWorkerCommunication(self)
@@ -318,8 +316,8 @@ def start(self) -> None:
         self.publish_execution_status_change_event()
         self.exec_worker.start()
 
-    def stop(self, stop_date: datetime.datetime, error: Optional[str], cause: Optional[str]):
-        exec_worker: Optional[ExecutionWorker] = self.exec_worker
+    def stop(self, stop_date: datetime.datetime, error: str | None, cause: str | None):
+        exec_worker: ExecutionWorker | None = self.exec_worker
         if exec_worker:
             exec_worker.stop(stop_date=stop_date, cause=cause, error=error)
 
@@ -380,7 +378,7 @@ def _reflect_execution_status(self) -> None:
 
 
 class SyncExecution(Execution):
-    sync_execution_status: Optional[SyncExecutionStatus] = None
+    sync_execution_status: SyncExecutionStatus | None = None
 
     def _get_start_execution_worker(self) -> SyncExecutionWorker:
         return SyncExecutionWorker(
diff --git a/localstack-core/localstack/services/stepfunctions/backend/execution_worker.py b/localstack-core/localstack/services/stepfunctions/backend/execution_worker.py
index c2d14c2085295..c3f382c883a71 100644
--- a/localstack-core/localstack/services/stepfunctions/backend/execution_worker.py
+++ b/localstack-core/localstack/services/stepfunctions/backend/execution_worker.py
@@ -1,6 +1,6 @@
 import datetime
 from threading import Thread
-from typing import Final, Optional
+from typing import Final
 
 from localstack.aws.api.stepfunctions import (
     Arn,
@@ -36,19 +36,19 @@
 class ExecutionWorker:
     _evaluation_details: Final[EvaluationDetails]
     _execution_communication: Final[ExecutionWorkerCommunication]
-    _cloud_watch_logging_session: Final[Optional[CloudWatchLoggingSession]]
-    _mock_test_case: Final[Optional[MockTestCase]]
+    _cloud_watch_logging_session: Final[CloudWatchLoggingSession | None]
+    _mock_test_case: Final[MockTestCase | None]
     _activity_store: dict[Arn, Activity]
 
-    env: Optional[Environment]
+    env: Environment | None
 
     def __init__(
         self,
         evaluation_details: EvaluationDetails,
         exec_comm: ExecutionWorkerCommunication,
-        cloud_watch_logging_session: Optional[CloudWatchLoggingSession],
+        cloud_watch_logging_session: CloudWatchLoggingSession | None,
         activity_store: dict[Arn, Activity],
-        mock_test_case: Optional[MockTestCase] = None,
+        mock_test_case: MockTestCase | None = None,
     ):
         self._evaluation_details = evaluation_details
         self._execution_communication = exec_comm
@@ -113,7 +113,7 @@ def start(self):
         TMP_THREADS.append(execution_logic_thread)
         execution_logic_thread.start()
 
-    def stop(self, stop_date: datetime.datetime, error: Optional[str], cause: Optional[str]):
+    def stop(self, stop_date: datetime.datetime, error: str | None, cause: str | None):
         self.env.set_stop(stop_date=stop_date, cause=cause, error=error)
 
 
diff --git a/localstack-core/localstack/services/stepfunctions/backend/state_machine.py b/localstack-core/localstack/services/stepfunctions/backend/state_machine.py
index 71c82f55c881c..f73b336a3fb64 100644
--- a/localstack-core/localstack/services/stepfunctions/backend/state_machine.py
+++ b/localstack-core/localstack/services/stepfunctions/backend/state_machine.py
@@ -4,7 +4,7 @@
 import datetime
 import json
 from collections import OrderedDict
-from typing import Final, Optional
+from typing import Final
 
 from localstack.aws.api.stepfunctions import (
     Arn,
@@ -37,15 +37,15 @@
 class StateMachineInstance:
     name: Name
     arn: Arn
-    revision_id: Optional[RevisionId]
+    revision_id: RevisionId | None
     definition: Definition
     role_arn: Arn
     create_date: datetime.datetime
     sm_type: StateMachineType
     logging_config: LoggingConfiguration
-    cloud_watch_logging_configuration: Optional[CloudWatchLoggingConfiguration]
-    tags: Optional[TagList]
-    tracing_config: Optional[TracingConfiguration]
+    cloud_watch_logging_configuration: CloudWatchLoggingConfiguration | None
+    tags: TagList | None
+    tracing_config: TracingConfiguration | None
 
     def __init__(
         self,
@@ -54,18 +54,18 @@ def __init__(
         definition: Definition,
         role_arn: Arn,
         logging_config: LoggingConfiguration,
-        cloud_watch_logging_configuration: Optional[CloudWatchLoggingConfiguration] = None,
-        create_date: Optional[datetime.datetime] = None,
-        sm_type: Optional[StateMachineType] = None,
-        tags: Optional[TagList] = None,
-        tracing_config: Optional[TracingConfiguration] = None,
+        cloud_watch_logging_configuration: CloudWatchLoggingConfiguration | None = None,
+        create_date: datetime.datetime | None = None,
+        sm_type: StateMachineType | None = None,
+        tags: TagList | None = None,
+        tracing_config: TracingConfiguration | None = None,
     ):
         self.name = name
         self.arn = arn
         self.revision_id = None
         self.definition = definition
         self.role_arn = role_arn
-        self.create_date = create_date or datetime.datetime.now(tz=datetime.timezone.utc)
+        self.create_date = create_date or datetime.datetime.now(tz=datetime.UTC)
         self.sm_type = sm_type or StateMachineType.STANDARD
         self.logging_config = logging_config
         self.cloud_watch_logging_configuration = cloud_watch_logging_configuration
@@ -106,7 +106,7 @@ def __init__(
         arn: Arn,
         definition: Definition,
         role_arn: Arn,
-        create_date: Optional[datetime.datetime] = None,
+        create_date: datetime.datetime | None = None,
     ):
         super().__init__(
             name,
@@ -125,7 +125,7 @@ def itemise(self):
 
 
 class TagManager:
-    _tags: Final[dict[str, Optional[str]]]
+    _tags: Final[dict[str, str | None]]
 
     def __init__(self):
         self._tags = OrderedDict()
@@ -173,11 +173,11 @@ def __init__(
         definition: Definition,
         role_arn: Arn,
         logging_config: LoggingConfiguration,
-        cloud_watch_logging_configuration: Optional[CloudWatchLoggingConfiguration],
-        create_date: Optional[datetime.datetime] = None,
-        sm_type: Optional[StateMachineType] = None,
-        tags: Optional[TagList] = None,
-        tracing_config: Optional[TracingConfiguration] = None,
+        cloud_watch_logging_configuration: CloudWatchLoggingConfiguration | None,
+        create_date: datetime.datetime | None = None,
+        sm_type: StateMachineType | None = None,
+        tags: TagList | None = None,
+        tracing_config: TracingConfiguration | None = None,
     ):
         super().__init__(
             name,
@@ -200,10 +200,10 @@ def __init__(
 
     def create_revision(
         self,
-        definition: Optional[str],
-        role_arn: Optional[Arn],
-        logging_configuration: Optional[LoggingConfiguration],
-    ) -> Optional[RevisionId]:
+        definition: str | None,
+        role_arn: Arn | None,
+        logging_configuration: LoggingConfiguration | None,
+    ) -> RevisionId | None:
         update_definition = definition and json.loads(definition) != json.loads(self.definition)
         if update_definition:
             self.definition = definition
@@ -228,7 +228,7 @@ def create_revision(
 
         return self.revision_id
 
-    def create_version(self, description: Optional[str]) -> Optional[StateMachineVersion]:
+    def create_version(self, description: str | None) -> StateMachineVersion | None:
         if self.revision_id not in self.versions:
             self._version_number += 1
             version = StateMachineVersion(
@@ -259,10 +259,10 @@ def itemise(self) -> StateMachineListItem:
 class StateMachineVersion(StateMachineInstance):
     source_arn: Arn
     version: int
-    description: Optional[str]
+    description: str | None
 
     def __init__(
-        self, state_machine_revision: StateMachineRevision, version: int, description: Optional[str]
+        self, state_machine_revision: StateMachineRevision, version: int, description: str | None
     ):
         version_arn = f"{state_machine_revision.arn}:{version}"
         super().__init__(
@@ -270,7 +270,7 @@ def __init__(
             arn=version_arn,
             definition=state_machine_revision.definition,
             role_arn=state_machine_revision.role_arn,
-            create_date=datetime.datetime.now(tz=datetime.timezone.utc),
+            create_date=datetime.datetime.now(tz=datetime.UTC),
             sm_type=state_machine_revision.sm_type,
             logging_config=state_machine_revision.logging_config,
             cloud_watch_logging_configuration=state_machine_revision.cloud_watch_logging_configuration,
diff --git a/localstack-core/localstack/services/stepfunctions/backend/test_state/execution.py b/localstack-core/localstack/services/stepfunctions/backend/test_state/execution.py
index cc200f09b29c6..92fcb8546c0d6 100644
--- a/localstack-core/localstack/services/stepfunctions/backend/test_state/execution.py
+++ b/localstack-core/localstack/services/stepfunctions/backend/test_state/execution.py
@@ -2,7 +2,6 @@
 
 import logging
 import threading
-from typing import Optional
 
 from localstack.aws.api.stepfunctions import (
     Arn,
@@ -37,8 +36,8 @@
 
 
 class TestStateExecution(Execution):
-    exec_worker: Optional[TestStateExecutionWorker]
-    next_state: Optional[str]
+    exec_worker: TestStateExecutionWorker | None
+    next_state: str | None
 
     class TestCaseExecutionWorkerCommunication(BaseExecutionWorkerCommunication):
         _execution: TestStateExecution
@@ -62,7 +61,7 @@ def __init__(
         state_machine: StateMachineInstance,
         start_date: Timestamp,
         activity_store: dict[Arn, Activity],
-        input_data: Optional[dict] = None,
+        input_data: dict | None = None,
     ):
         super().__init__(
             name=name,
diff --git a/localstack-core/localstack/services/stepfunctions/backend/test_state/execution_worker.py b/localstack-core/localstack/services/stepfunctions/backend/test_state/execution_worker.py
index b70c7d41bd6a3..5caae15dc3780 100644
--- a/localstack-core/localstack/services/stepfunctions/backend/test_state/execution_worker.py
+++ b/localstack-core/localstack/services/stepfunctions/backend/test_state/execution_worker.py
@@ -1,5 +1,3 @@
-from typing import Optional
-
 from localstack.services.stepfunctions.asl.component.eval_component import EvalComponent
 from localstack.services.stepfunctions.asl.eval.environment import Environment
 from localstack.services.stepfunctions.asl.eval.event.event_manager import (
@@ -18,7 +16,7 @@
 
 
 class TestStateExecutionWorker(SyncExecutionWorker):
-    env: Optional[TestStateEnvironment]
+    env: TestStateEnvironment | None
 
     def _get_evaluation_entrypoint(self) -> EvalComponent:
         return TestStateAmazonStateLanguageParser.parse(
diff --git a/localstack-core/localstack/services/stepfunctions/mocking/mock_config.py b/localstack-core/localstack/services/stepfunctions/mocking/mock_config.py
index 25f71acee35d5..e2103e8467ad7 100644
--- a/localstack-core/localstack/services/stepfunctions/mocking/mock_config.py
+++ b/localstack-core/localstack/services/stepfunctions/mocking/mock_config.py
@@ -1,5 +1,5 @@
 import abc
-from typing import Any, Final, Optional
+from typing import Any, Final
 
 from localstack.services.stepfunctions.mocking.mock_config_file import (
     RawMockConfig,
@@ -144,8 +144,8 @@ def _mocked_response_from_raw(
 def _mocked_responses_from_raw(
     mocked_response_name: str, raw_mock_config: RawMockConfig
 ) -> list[MockedResponse]:
-    raw_response_models: Optional[dict[str, RawResponseModel]] = (
-        raw_mock_config.MockedResponses.get(mocked_response_name)
+    raw_response_models: dict[str, RawResponseModel] | None = raw_mock_config.MockedResponses.get(
+        mocked_response_name
     )
     if not raw_response_models:
         raise RuntimeError(
@@ -202,8 +202,8 @@ def _mock_test_case_from_raw(
     )
 
 
-def load_mock_test_case_for(state_machine_name: str, test_case_name: str) -> Optional[MockTestCase]:
-    raw_mock_config: Optional[RawMockConfig] = _load_sfn_raw_mock_config()
+def load_mock_test_case_for(state_machine_name: str, test_case_name: str) -> MockTestCase | None:
+    raw_mock_config: RawMockConfig | None = _load_sfn_raw_mock_config()
     if raw_mock_config is None:
         return None
     mock_test_case: MockTestCase = _mock_test_case_from_raw(
diff --git a/localstack-core/localstack/services/stepfunctions/mocking/mock_config_file.py b/localstack-core/localstack/services/stepfunctions/mocking/mock_config_file.py
index 145ffd20750a2..183116f9e9c6f 100644
--- a/localstack-core/localstack/services/stepfunctions/mocking/mock_config_file.py
+++ b/localstack-core/localstack/services/stepfunctions/mocking/mock_config_file.py
@@ -2,7 +2,7 @@
 import os
 from functools import lru_cache
 from json import JSONDecodeError
-from typing import Any, Dict, Final, Optional
+from typing import Any, Final, Optional
 
 from pydantic import BaseModel, RootModel, ValidationError, model_validator
 
@@ -44,8 +44,8 @@ class RawResponseModel(BaseModel):
 
     model_config = {"frozen": True}
 
-    Return: Optional[RawReturnResponse] = None
-    Throw: Optional[RawThrowResponse] = None
+    Return: RawReturnResponse | None = None
+    Throw: RawThrowResponse | None = None
 
     @model_validator(mode="before")
     def validate_response(cls, data: dict) -> dict:
@@ -56,7 +56,7 @@ def validate_response(cls, data: dict) -> dict:
         return data
 
 
-class RawTestCase(RootModel[Dict[str, str]]):
+class RawTestCase(RootModel[dict[str, str]]):
     """
     Represents an individual test case.
     The keys are state names (e.g., 'LambdaState', 'SQSState')
@@ -73,7 +73,7 @@ class RawStateMachine(BaseModel):
 
     model_config = {"frozen": True}
 
-    TestCases: Dict[str, RawTestCase]
+    TestCases: dict[str, RawTestCase]
 
 
 class RawMockConfig(BaseModel):
@@ -86,8 +86,8 @@ class RawMockConfig(BaseModel):
 
     model_config = {"frozen": True}
 
-    StateMachines: Dict[str, RawStateMachine]
-    MockedResponses: Dict[str, Dict[str, RawResponseModel]]
+    StateMachines: dict[str, RawStateMachine]
+    MockedResponses: dict[str, dict[str, RawResponseModel]]
 
 
 @lru_cache(maxsize=1)
@@ -119,11 +119,11 @@ def _read_sfn_raw_mock_config(file_path: str, modified_epoch: int) -> Optional[R
         - Logging is used to capture warnings if file access or parsing fails.
     """
     try:
-        with open(file_path, "r") as df:
+        with open(file_path) as df:
             mock_config_str = df.read()
         mock_config: RawMockConfig = RawMockConfig.model_validate_json(mock_config_str)
         return mock_config
-    except (OSError, IOError) as file_error:
+    except OSError as file_error:
         LOG.error("Failed to open mock configuration file '%s'. Error: %s", file_path, file_error)
         return None
     except ValidationError as validation_error:
@@ -168,7 +168,7 @@ def _read_sfn_raw_mock_config(file_path: str, modified_epoch: int) -> Optional[R
         return None
 
 
-def _load_sfn_raw_mock_config() -> Optional[RawMockConfig]:
+def _load_sfn_raw_mock_config() -> RawMockConfig | None:
     configuration_file_path = config.SFN_MOCK_CONFIG
     if not configuration_file_path:
         return None
diff --git a/localstack-core/localstack/services/stepfunctions/provider.py b/localstack-core/localstack/services/stepfunctions/provider.py
index 2202014eb0b90..be9e8f2294839 100644
--- a/localstack-core/localstack/services/stepfunctions/provider.py
+++ b/localstack-core/localstack/services/stepfunctions/provider.py
@@ -4,7 +4,7 @@
 import logging
 import re
 import time
-from typing import Final, Optional
+from typing import Final
 
 from localstack.aws.api import CommonServiceException, RequestContext
 from localstack.aws.api.stepfunctions import (
@@ -275,7 +275,7 @@ def _validate_state_machine_alias_name(name: CharacterRestrictedName) -> None:
             )
 
     def _get_execution(self, context: RequestContext, execution_arn: Arn) -> Execution:
-        execution: Optional[Execution] = self.get_store(context).executions.get(execution_arn)
+        execution: Execution | None = self.get_store(context).executions.get(execution_arn)
         if not execution:
             raise ExecutionDoesNotExist(f"Execution Does Not Exist: '{execution_arn}'")
         return execution
@@ -283,7 +283,7 @@ def _get_execution(self, context: RequestContext, execution_arn: Arn) -> Executi
     def _get_executions(
         self,
         context: RequestContext,
-        execution_status: Optional[ExecutionStatus] = None,
+        execution_status: ExecutionStatus | None = None,
     ):
         store = self.get_store(context)
         execution: list[Execution] = list(store.executions.values())
@@ -297,9 +297,7 @@ def _get_executions(
         return execution
 
     def _get_activity(self, context: RequestContext, activity_arn: Arn) -> Activity:
-        maybe_activity: Optional[Activity] = self.get_store(context).activities.get(
-            activity_arn, None
-        )
+        maybe_activity: Activity | None = self.get_store(context).activities.get(activity_arn, None)
         if maybe_activity is None:
             raise ActivityDoesNotExist(f"Activity Does Not Exist: '{activity_arn}'")
         return maybe_activity
@@ -312,7 +310,7 @@ def _idempotent_revision(
         state_machine_type: StateMachineType,
         logging_configuration: LoggingConfiguration,
         tracing_configuration: TracingConfiguration,
-    ) -> Optional[StateMachineRevision]:
+    ) -> StateMachineRevision | None:
         # CreateStateMachine's idempotency check is based on the state machine name, definition, type,
         # LoggingConfiguration and TracingConfiguration.
         # If a following request has a different roleArn or tags, Step Functions will ignore these differences and
@@ -338,11 +336,11 @@ def _idempotent_revision(
 
     def _idempotent_start_execution(
         self,
-        execution: Optional[Execution],
+        execution: Execution | None,
         state_machine: StateMachineInstance,
         name: Name,
         input_data: SensitiveData,
-    ) -> Optional[Execution]:
+    ) -> Execution | None:
         # StartExecution is idempotent for STANDARD workflows. For a STANDARD workflow,
         # if you call StartExecution with the same name and input as a running execution,
         # the call succeeds and return the same response as the original request.
@@ -366,9 +364,7 @@ def _idempotent_start_execution(
             message=f"Execution Already Exists: '{execution.exec_arn}'",
         )
 
-    def _revision_by_name(
-        self, context: RequestContext, name: str
-    ) -> Optional[StateMachineInstance]:
+    def _revision_by_name(self, context: RequestContext, name: str) -> StateMachineInstance | None:
         state_machines: list[StateMachineInstance] = list(
             self.get_store(context).state_machines.values()
         )
@@ -445,7 +441,7 @@ def create_state_machine(
 
         # CreateStateMachine is an idempotent API. Subsequent requests won't create a duplicate resource if it was
         # already created.
-        idem_state_machine: Optional[StateMachineRevision] = self._idempotent_revision(
+        idem_state_machine: StateMachineRevision | None = self._idempotent_revision(
             context=context,
             name=state_machine_name,
             definition=state_machine_definition,
@@ -460,7 +456,7 @@ def create_state_machine(
             )
 
         # Assert this state machine name is unique.
-        state_machine_with_name: Optional[StateMachineRevision] = self._revision_by_name(
+        state_machine_with_name: StateMachineRevision | None = self._revision_by_name(
             context=context, name=state_machine_name
         )
         if state_machine_with_name is not None:
@@ -690,9 +686,7 @@ def describe_state_machine_alias(
         self, context: RequestContext, state_machine_alias_arn: Arn, **kwargs
     ) -> DescribeStateMachineAliasOutput:
         self._validate_state_machine_alias_arn(state_machine_alias_arn=state_machine_alias_arn)
-        alias: Optional[Alias] = self.get_store(context=context).aliases.get(
-            state_machine_alias_arn
-        )
+        alias: Alias | None = self.get_store(context=context).aliases.get(state_machine_alias_arn)
         if alias is None:
             # TODO: assemble the correct exception
             raise ValidationException()
@@ -778,9 +772,7 @@ def _get_state_machine_arn(state_machine_arn: str) -> str:
         return state_machine_arn.split("#")[0]
 
     @staticmethod
-    def _get_mock_test_case(
-        state_machine_arn: str, state_machine_name: str
-    ) -> Optional[MockTestCase]:
+    def _get_mock_test_case(state_machine_arn: str, state_machine_name: str) -> MockTestCase | None:
         """Extract and load a mock test case from a state machine ARN if present."""
         parts = state_machine_arn.split("#")
         if len(parts) != 2:
@@ -813,9 +805,9 @@ def start_execution(
         base_arn = self._get_state_machine_arn(state_machine_arn)
         store = self.get_store(context=context)
 
-        alias: Optional[Alias] = store.aliases.get(base_arn)
+        alias: Alias | None = store.aliases.get(base_arn)
         alias_sample_state_machine_version_arn = alias.sample() if alias is not None else None
-        unsafe_state_machine: Optional[StateMachineInstance] = store.state_machines.get(
+        unsafe_state_machine: StateMachineInstance | None = store.state_machines.get(
             alias_sample_state_machine_version_arn or base_arn
         )
         if not unsafe_state_machine:
@@ -875,7 +867,7 @@ def start_execution(
             region_name=context.region,
             state_machine=state_machine_clone,
             state_machine_alias_arn=alias.state_machine_alias_arn if alias is not None else None,
-            start_date=datetime.datetime.now(tz=datetime.timezone.utc),
+            start_date=datetime.datetime.now(tz=datetime.UTC),
             cloud_watch_logging_session=cloud_watch_logging_session,
             input_data=input_data,
             trace_header=trace_header,
@@ -901,7 +893,7 @@ def start_sync_execution(
         self._validate_state_machine_arn(state_machine_arn)
 
         base_arn = self._get_state_machine_arn(state_machine_arn)
-        unsafe_state_machine: Optional[StateMachineInstance] = self.get_store(
+        unsafe_state_machine: StateMachineInstance | None = self.get_store(
             context
         ).state_machines.get(base_arn)
         if not unsafe_state_machine:
@@ -950,7 +942,7 @@ def start_sync_execution(
             account_id=context.account_id,
             region_name=context.region,
             state_machine=state_machine_clone,
-            start_date=datetime.datetime.now(tz=datetime.timezone.utc),
+            start_date=datetime.datetime.now(tz=datetime.UTC),
             cloud_watch_logging_session=cloud_watch_logging_session,
             input_data=input_data,
             trace_header=trace_header,
@@ -980,7 +972,7 @@ def describe_execution(
 
     @staticmethod
     def _list_execution_filter(
-        ex: Execution, state_machine_arn: str, status_filter: Optional[str]
+        ex: Execution, state_machine_arn: str, status_filter: str | None
     ) -> bool:
         state_machine_reference_arn_set = {ex.state_machine_arn, ex.state_machine_version_arn}
         if state_machine_arn not in state_machine_reference_arn_set:
@@ -1275,7 +1267,7 @@ def stop_execution(
         if execution.sm_type != StateMachineType.STANDARD:
             self._raise_resource_type_not_in_context(resource_type=execution.sm_type)
 
-        stop_date = datetime.datetime.now(tz=datetime.timezone.utc)
+        stop_date = datetime.datetime.now(tz=datetime.UTC)
         execution.stop(stop_date=stop_date, cause=cause, error=error)
         return StopExecutionOutput(stopDate=stop_date)
 
@@ -1328,9 +1320,7 @@ def update_state_machine(
                 target_revision_id = revision_id or state_machine.revision_id
                 version_arn = state_machine.versions[target_revision_id]
 
-        update_output = UpdateStateMachineOutput(
-            updateDate=datetime.datetime.now(tz=datetime.timezone.utc)
-        )
+        update_output = UpdateStateMachineOutput(updateDate=datetime.datetime.now(tz=datetime.UTC))
         if revision_id is not None:
             update_output["revisionId"] = revision_id
         if version_arn is not None:
@@ -1437,7 +1427,7 @@ def describe_map_run(
     ) -> DescribeMapRunOutput:
         store = self.get_store(context)
         for execution in store.executions.values():
-            map_run_record: Optional[MapRunRecord] = (
+            map_run_record: MapRunRecord | None = (
                 execution.exec_worker.env.map_run_record_pool_manager.get(map_run_arn)
             )
             if map_run_record is not None:
@@ -1477,7 +1467,7 @@ def update_map_run(
         # TODO: investigate behaviour of empty requests.
         store = self.get_store(context)
         for execution in store.executions.values():
-            map_run_record: Optional[MapRunRecord] = (
+            map_run_record: MapRunRecord | None = (
                 execution.exec_worker.env.map_run_record_pool_manager.get(map_run_arn)
             )
             if map_run_record is not None:
@@ -1507,7 +1497,7 @@ def test_state(
             definition=definition, static_analysers=[TestStateStaticAnalyser()]
         )
 
-        name: Optional[Name] = f"TestState-{short_uid()}"
+        name: Name | None = f"TestState-{short_uid()}"
         arn = stepfunctions_state_machine_arn(
             name=name, account_id=context.account_id, region_name=context.region
         )
@@ -1527,7 +1517,7 @@ def test_state(
             account_id=context.account_id,
             region_name=context.region,
             state_machine=state_machine,
-            start_date=datetime.datetime.now(tz=datetime.timezone.utc),
+            start_date=datetime.datetime.now(tz=datetime.UTC),
             input_data=input_json,
             activity_store=self.get_store(context).activities,
         )
@@ -1591,7 +1581,7 @@ def _send_activity_task_started(
         self,
         context: RequestContext,
         task_token: TaskToken,
-        worker_name: Optional[Name],
+        worker_name: Name | None,
     ) -> None:
         executions: list[Execution] = self._get_executions(context)
         for execution in executions:
@@ -1604,7 +1594,7 @@ def _send_activity_task_started(
         raise InvalidToken()
 
     @staticmethod
-    def _pull_activity_task(activity: Activity) -> Optional[ActivityTask]:
+    def _pull_activity_task(activity: Activity) -> ActivityTask | None:
         seconds_left = 60
         while seconds_left > 0:
             try:
@@ -1624,7 +1614,7 @@ def get_activity_task(
         self._validate_activity_arn(activity_arn)
 
         activity = self._get_activity(context=context, activity_arn=activity_arn)
-        maybe_task: Optional[ActivityTask] = self._pull_activity_task(activity=activity)
+        maybe_task: ActivityTask | None = self._pull_activity_task(activity=activity)
         if maybe_task is not None:
             self._send_activity_task_started(
                 context, maybe_task.task_token, worker_name=worker_name
diff --git a/localstack-core/localstack/services/stepfunctions/quotas.py b/localstack-core/localstack/services/stepfunctions/quotas.py
index bf55f8256f51a..e8af8465e086a 100644
--- a/localstack-core/localstack/services/stepfunctions/quotas.py
+++ b/localstack-core/localstack/services/stepfunctions/quotas.py
@@ -1,12 +1,11 @@
-import json
-from typing import Final, Union
+from typing import Any, Final
 
 from localstack.services.stepfunctions.asl.utils.encoding import to_json_str
 
 MAX_STATE_SIZE_UTF8_BYTES: Final[int] = 256 * 1024  # 256 KB of data as a UTF-8 encoded string.
 
 
-def is_within_size_quota(value: Union[str, json]) -> bool:
+def is_within_size_quota(value: str | Any) -> bool:
     item_str = value if isinstance(value, str) else to_json_str(value)
     item_bytes = item_str.encode("utf-8")
     len_item_bytes = len(item_bytes)
diff --git a/localstack-core/localstack/services/stepfunctions/resource_providers/aws_stepfunctions_activity.py b/localstack-core/localstack/services/stepfunctions/resource_providers/aws_stepfunctions_activity.py
index bea92e160ec03..766c8c196d6ab 100644
--- a/localstack-core/localstack/services/stepfunctions/resource_providers/aws_stepfunctions_activity.py
+++ b/localstack-core/localstack/services/stepfunctions/resource_providers/aws_stepfunctions_activity.py
@@ -2,7 +2,7 @@
 from __future__ import annotations
 
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -14,14 +14,14 @@
 
 
 class StepFunctionsActivityProperties(TypedDict):
-    Name: Optional[str]
-    Arn: Optional[str]
-    Tags: Optional[list[TagsEntry]]
+    Name: str | None
+    Arn: str | None
+    Tags: list[TagsEntry] | None
 
 
 class TagsEntry(TypedDict):
-    Key: Optional[str]
-    Value: Optional[str]
+    Key: str | None
+    Value: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/stepfunctions/resource_providers/aws_stepfunctions_activity_plugin.py b/localstack-core/localstack/services/stepfunctions/resource_providers/aws_stepfunctions_activity_plugin.py
index b8f8891464a39..56afaee0a28a1 100644
--- a/localstack-core/localstack/services/stepfunctions/resource_providers/aws_stepfunctions_activity_plugin.py
+++ b/localstack-core/localstack/services/stepfunctions/resource_providers/aws_stepfunctions_activity_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class StepFunctionsActivityProviderPlugin(CloudFormationResourceProviderPlugin):
     name = "AWS::StepFunctions::Activity"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.stepfunctions.resource_providers.aws_stepfunctions_activity import (
diff --git a/localstack-core/localstack/services/stepfunctions/resource_providers/aws_stepfunctions_statemachine.py b/localstack-core/localstack/services/stepfunctions/resource_providers/aws_stepfunctions_statemachine.py
index a1dd521ab5d4a..449574adfca49 100644
--- a/localstack-core/localstack/services/stepfunctions/resource_providers/aws_stepfunctions_statemachine.py
+++ b/localstack-core/localstack/services/stepfunctions/resource_providers/aws_stepfunctions_statemachine.py
@@ -4,7 +4,7 @@
 import json
 import re
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -18,48 +18,48 @@
 
 
 class StepFunctionsStateMachineProperties(TypedDict):
-    RoleArn: Optional[str]
-    Arn: Optional[str]
-    Definition: Optional[dict]
-    DefinitionS3Location: Optional[S3Location]
-    DefinitionString: Optional[str]
-    DefinitionSubstitutions: Optional[dict]
-    LoggingConfiguration: Optional[LoggingConfiguration]
-    Name: Optional[str]
-    StateMachineName: Optional[str]
-    StateMachineRevisionId: Optional[str]
-    StateMachineType: Optional[str]
-    Tags: Optional[list[TagsEntry]]
-    TracingConfiguration: Optional[TracingConfiguration]
+    RoleArn: str | None
+    Arn: str | None
+    Definition: dict | None
+    DefinitionS3Location: S3Location | None
+    DefinitionString: str | None
+    DefinitionSubstitutions: dict | None
+    LoggingConfiguration: LoggingConfiguration | None
+    Name: str | None
+    StateMachineName: str | None
+    StateMachineRevisionId: str | None
+    StateMachineType: str | None
+    Tags: list[TagsEntry] | None
+    TracingConfiguration: TracingConfiguration | None
 
 
 class CloudWatchLogsLogGroup(TypedDict):
-    LogGroupArn: Optional[str]
+    LogGroupArn: str | None
 
 
 class LogDestination(TypedDict):
-    CloudWatchLogsLogGroup: Optional[CloudWatchLogsLogGroup]
+    CloudWatchLogsLogGroup: CloudWatchLogsLogGroup | None
 
 
 class LoggingConfiguration(TypedDict):
-    Destinations: Optional[list[LogDestination]]
-    IncludeExecutionData: Optional[bool]
-    Level: Optional[str]
+    Destinations: list[LogDestination] | None
+    IncludeExecutionData: bool | None
+    Level: str | None
 
 
 class TracingConfiguration(TypedDict):
-    Enabled: Optional[bool]
+    Enabled: bool | None
 
 
 class S3Location(TypedDict):
-    Bucket: Optional[str]
-    Key: Optional[str]
-    Version: Optional[str]
+    Bucket: str | None
+    Key: str | None
+    Version: str | None
 
 
 class TagsEntry(TypedDict):
-    Key: Optional[str]
-    Value: Optional[str]
+    Key: str | None
+    Value: str | None
 
 
 REPEATED_INVOCATION = "repeated_invocation"
diff --git a/localstack-core/localstack/services/stepfunctions/resource_providers/aws_stepfunctions_statemachine_plugin.py b/localstack-core/localstack/services/stepfunctions/resource_providers/aws_stepfunctions_statemachine_plugin.py
index 744ff8120e5f6..8683d169a4bf7 100644
--- a/localstack-core/localstack/services/stepfunctions/resource_providers/aws_stepfunctions_statemachine_plugin.py
+++ b/localstack-core/localstack/services/stepfunctions/resource_providers/aws_stepfunctions_statemachine_plugin.py
@@ -1,5 +1,3 @@
-from typing import Optional, Type
-
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
@@ -10,7 +8,7 @@ class StepFunctionsStateMachineProviderPlugin(CloudFormationResourceProviderPlug
     name = "AWS::StepFunctions::StateMachine"
 
     def __init__(self):
-        self.factory: Optional[Type[ResourceProvider]] = None
+        self.factory: type[ResourceProvider] | None = None
 
     def load(self):
         from localstack.services.stepfunctions.resource_providers.aws_stepfunctions_statemachine import (
diff --git a/localstack-core/localstack/services/stepfunctions/stepfunctions_utils.py b/localstack-core/localstack/services/stepfunctions/stepfunctions_utils.py
index 95133b4ed47e8..6b1850deb29a2 100644
--- a/localstack-core/localstack/services/stepfunctions/stepfunctions_utils.py
+++ b/localstack-core/localstack/services/stepfunctions/stepfunctions_utils.py
@@ -1,6 +1,5 @@
 import base64
 import logging
-from typing import Dict
 
 from localstack.aws.api.stepfunctions import ValidationException
 from localstack.aws.connect import connect_to
@@ -11,7 +10,7 @@
 LOG = logging.getLogger(__name__)
 
 
-def await_sfn_execution_result(execution_arn: str, timeout_secs: int = 60) -> Dict:
+def await_sfn_execution_result(execution_arn: str, timeout_secs: int = 60) -> dict:
     """Wait until the given SFN execution ARN is no longer in RUNNING status, then return execution result."""
 
     arn_data = parse_arn(execution_arn)
diff --git a/localstack-core/localstack/services/stores.py b/localstack-core/localstack/services/stores.py
index af4d7d1b8b068..2f42e8606dab4 100644
--- a/localstack-core/localstack/services/stores.py
+++ b/localstack-core/localstack/services/stores.py
@@ -30,9 +30,9 @@ class SqsStore(BaseStore):
 """
 
 import re
-from collections.abc import Callable
+from collections.abc import Callable, Iterator
 from threading import RLock
-from typing import Any, Generic, Iterator, Type, TypeVar, Union
+from typing import Any, Generic, TypeVar
 
 from localstack import config
 from localstack.utils.aws.aws_stack import get_valid_regions_for_service
@@ -52,7 +52,7 @@ class LocalAttribute:
     Descriptor protocol for marking store attributes as local to a region.
     """
 
-    def __init__(self, default: Union[Callable, int, float, str, bool, None]):
+    def __init__(self, default: Callable | int | float | str | bool | None):
         """
         :param default: Default value assigned to the local attribute. Must be a scalar
             or a callable.
@@ -81,7 +81,7 @@ class CrossRegionAttribute:
     Descriptor protocol for marking store attributes as shared across all regions.
     """
 
-    def __init__(self, default: Union[Callable, int, float, str, bool, None]):
+    def __init__(self, default: Callable | int | float | str | bool | None):
         """
         :param default: The default value assigned to the cross-region attribute.
             This must be a scalar or a callable.
@@ -122,7 +122,7 @@ class CrossAccountAttribute:
     This should be used for resources that are identified by ARNs.
     """
 
-    def __init__(self, default: Union[Callable, int, float, str, bool, None]):
+    def __init__(self, default: Callable | int | float | str | bool | None):
         """
         :param default: The default value assigned to the cross-account attribute.
             This must be a scalar or a callable.
@@ -198,7 +198,7 @@ class RegionBundle(dict, Generic[BaseStoreType]):
     def __init__(
         self,
         service_name: str,
-        store: Type[BaseStoreType],
+        store: type[BaseStoreType],
         account_id: str,
         validate: bool = True,
         lock: RLock = None,
@@ -286,7 +286,7 @@ class AccountRegionBundle(dict, Generic[BaseStoreType]):
     Encapsulation for all stores for all AWS account IDs.
     """
 
-    def __init__(self, service_name: str, store: Type[BaseStoreType], validate: bool = True):
+    def __init__(self, service_name: str, store: type[BaseStoreType], validate: bool = True):
         """
         :param service_name: Name of the service. Must be a valid service defined in botocore.
         :param store: Class definition of the Store
diff --git a/localstack-core/localstack/services/transcribe/packages.py b/localstack-core/localstack/services/transcribe/packages.py
index 14faf968c2159..c37bfdb6ab038 100644
--- a/localstack-core/localstack/services/transcribe/packages.py
+++ b/localstack-core/localstack/services/transcribe/packages.py
@@ -1,5 +1,3 @@
-from typing import List
-
 from localstack.packages import Package
 from localstack.packages.core import PythonPackageInstaller
 
@@ -13,7 +11,7 @@ def __init__(self, default_version: str = _VOSK_DEFAULT_VERSION):
     def _get_installer(self, version: str) -> PythonPackageInstaller:
         return VoskPackageInstaller(version)
 
-    def get_versions(self) -> List[str]:
+    def get_versions(self) -> list[str]:
         return [_VOSK_DEFAULT_VERSION]
 
 
diff --git a/localstack-core/localstack/services/transcribe/provider.py b/localstack-core/localstack/services/transcribe/provider.py
index b0d1f62d458ed..9d4bad0f81eaf 100644
--- a/localstack-core/localstack/services/transcribe/provider.py
+++ b/localstack-core/localstack/services/transcribe/provider.py
@@ -5,7 +5,7 @@
 import wave
 from functools import cache
 from pathlib import Path
-from typing import Any, Tuple
+from typing import Any
 from zipfile import ZipFile
 
 from localstack import config
@@ -277,7 +277,7 @@ def download_model(name: str) -> str:
     # Threads
     #
 
-    def _run_transcription_job(self, args: Tuple[TranscribeStore, str]) -> None:
+    def _run_transcription_job(self, args: tuple[TranscribeStore, str]) -> None:
         store, job_name = args
 
         job = store.transcription_jobs[job_name]
diff --git a/localstack-core/localstack/state/inspect.py b/localstack-core/localstack/state/inspect.py
index f5b10c6e3e2e4..6bac9d9cc6b74 100644
--- a/localstack-core/localstack/state/inspect.py
+++ b/localstack-core/localstack/state/inspect.py
@@ -3,7 +3,7 @@
 import importlib
 import logging
 from functools import singledispatchmethod
-from typing import Any, Dict, Optional, TypedDict
+from typing import Any, TypedDict
 
 from moto.core.base_backend import BackendDict
 
@@ -17,14 +17,14 @@ class ServiceBackend(TypedDict, total=False):
     """Wrapper of the possible type of backends that a service can use."""
 
     localstack: AccountRegionBundle | None
-    moto: BackendDict | Dict | None
+    moto: BackendDict | dict | None
 
 
 class ServiceBackendCollectorVisitor(StateVisitor):
     """Implementation of StateVisitor meant to collect the backends that a given service use to hold its state."""
 
     store: AccountRegionBundle | None
-    backend_dict: BackendDict | Dict | None
+    backend_dict: BackendDict | dict | None
 
     def __init__(self) -> None:
         self.store = None
@@ -60,7 +60,7 @@ class ReflectionStateLocator:
 
     provider: Any
 
-    def __init__(self, provider: Optional[Any] = None, service: Optional[str] = None):
+    def __init__(self, provider: Any | None = None, service: str | None = None):
         self.provider = provider
         self.service = service or provider.service
 
diff --git a/localstack-core/localstack/state/pickle.py b/localstack-core/localstack/state/pickle.py
index f458149d49a4c..9124b4b2f0ee4 100644
--- a/localstack-core/localstack/state/pickle.py
+++ b/localstack-core/localstack/state/pickle.py
@@ -29,7 +29,8 @@ def _recreate(obj_type, obj_queue):
 """
 
 import inspect
-from typing import IO, Any, BinaryIO, Callable, Generic, Type, TypeVar
+from collections.abc import Callable
+from typing import IO, Any, BinaryIO, Generic, TypeVar
 
 import dill
 import jsonpickle
@@ -45,7 +46,7 @@ def _recreate(obj_type, obj_queue):
 """Type placeholder for pickle._Pickler (which has for instance the save_reduce method)"""
 
 
-def register(cls: Type = None, subclasses: bool = False):
+def register(cls: type = None, subclasses: bool = False):
     """
     Decorator to register a custom type or type tree into the dill pickling dispatcher table.
 
@@ -70,7 +71,7 @@ def _wrapper(fn: Any | Callable[[PythonPickler, Any], None]):
     return _wrapper
 
 
-def reducer(cls: Type, restore: Callable = None, subclasses: bool = False):
+def reducer(cls: type, restore: Callable = None, subclasses: bool = False):
     """
     Convenience decorator to simplify the following pattern::
 
@@ -118,14 +119,14 @@ def _reducer(pickler, obj):
 
 
 def add_dispatch_entry(
-    cls: Type, fn: Callable[[PythonPickler, Any], None], subclasses: bool = False
+    cls: type, fn: Callable[[PythonPickler, Any], None], subclasses: bool = False
 ):
     Pickler.dispatch_overwrite[cls] = fn
     if subclasses:
         Pickler.match_subclasses_of.add(cls)
 
 
-def remove_dispatch_entry(cls: Type):
+def remove_dispatch_entry(cls: type):
     try:
         del Pickler.dispatch_overwrite[cls]
     except KeyError:
@@ -190,7 +191,7 @@ class _SuperclassMatchingTypeDict(MetaCatchingDict):
 
     """
 
-    def __init__(self, seq=None, match_subclasses_of: set[Type] = None):
+    def __init__(self, seq=None, match_subclasses_of: set[type] = None):
         if seq is not None:
             super().__init__(seq)
         else:
@@ -215,8 +216,8 @@ class Pickler(dill.Pickler):
     Custom dill pickler that considers dispatchers and subclass dispatchers registered via ``register``.
     """
 
-    match_subclasses_of: set[Type] = set()
-    dispatch_overwrite: dict[Type, Callable] = {}
+    match_subclasses_of: set[type] = set()
+    dispatch_overwrite: dict[type, Callable] = {}
 
     def __init__(self, *args, **kwargs):
         super().__init__(*args, **kwargs)
@@ -234,9 +235,9 @@ class PickleEncoder(Encoder):
     extended with custom serializers.
     """
 
-    pickler_class: Type[dill.Pickler]
+    pickler_class: type[dill.Pickler]
 
-    def __init__(self, pickler_class: Type[dill.Pickler] = None):
+    def __init__(self, pickler_class: type[dill.Pickler] = None):
         self.pickler_class = pickler_class or Pickler
 
     def encode(self, obj: Any, file: BinaryIO):
@@ -249,9 +250,9 @@ class PickleDecoder(Decoder):
     extended with custom serializers.
     """
 
-    unpickler_class: Type[dill.Unpickler]
+    unpickler_class: type[dill.Unpickler]
 
-    def __init__(self, unpickler_class: Type[dill.Unpickler] = None):
+    def __init__(self, unpickler_class: type[dill.Unpickler] = None):
         self.unpickler_class = unpickler_class or dill.Unpickler
 
     def decode(self, file: BinaryIO) -> Any:
@@ -263,7 +264,7 @@ class JsonEncoder(Encoder):
     An Encoder that uses ``jsonpickle`` under the hood.
     """
 
-    def __init__(self, pickler_class: Type[jsonpickle.Pickler] = None):
+    def __init__(self, pickler_class: type[jsonpickle.Pickler] = None):
         self.pickler_class = pickler_class or jsonpickle.Pickler()
 
     def encode(self, obj: Any, file: IO[bytes]):
@@ -276,9 +277,9 @@ class JsonDecoder(Decoder):
     A Decoder that uses ``jsonpickle`` under the hood.
     """
 
-    unpickler_class: Type[jsonpickle.Unpickler]
+    unpickler_class: type[jsonpickle.Unpickler]
 
-    def __init__(self, unpickler_class: Type[jsonpickle.Unpickler] = None):
+    def __init__(self, unpickler_class: type[jsonpickle.Unpickler] = None):
         self.unpickler_class = unpickler_class or jsonpickle.Unpickler()
 
     def decode(self, file: IO[bytes]) -> Any:
diff --git a/localstack-core/localstack/testing/aws/asf_utils.py b/localstack-core/localstack/testing/aws/asf_utils.py
index 33035496ebf2f..e48435677c7b8 100644
--- a/localstack-core/localstack/testing/aws/asf_utils.py
+++ b/localstack-core/localstack/testing/aws/asf_utils.py
@@ -3,12 +3,13 @@
 import inspect
 import pkgutil
 import re
+from re import Pattern
 from types import FunctionType, ModuleType, NoneType, UnionType
-from typing import Optional, Pattern, Union, get_args, get_origin
+from typing import Union, get_args, get_origin
 
 
 def _import_submodules(
-    package_name: str, module_regex: Optional[Pattern] = None, recursive: bool = True
+    package_name: str, module_regex: Pattern | None = None, recursive: bool = True
 ) -> dict[str, ModuleType]:
     """
     Imports all submodules of the given package with the defined (optional) module_suffix.
diff --git a/localstack-core/localstack/testing/aws/lambda_utils.py b/localstack-core/localstack/testing/aws/lambda_utils.py
index 764605f46962a..929ba0fed1fa5 100644
--- a/localstack-core/localstack/testing/aws/lambda_utils.py
+++ b/localstack-core/localstack/testing/aws/lambda_utils.py
@@ -4,8 +4,9 @@
 import os
 import subprocess
 import zipfile
+from collections.abc import Mapping, Sequence
 from pathlib import Path
-from typing import TYPE_CHECKING, Literal, Mapping, Optional, Sequence, overload
+from typing import TYPE_CHECKING, Literal, Optional, overload
 
 from localstack import config
 from localstack.services.lambda_.runtimes import RUNTIMES_AGGREGATED
@@ -176,27 +177,27 @@ def __init__(
     def create_function(
         self,
         *,
-        FunctionName: Optional[str] = None,
-        Role: Optional[str] = None,
+        FunctionName: str | None = None,
+        Role: str | None = None,
         Code: Optional["FunctionCodeTypeDef"] = None,
         Runtime: Optional["RuntimeType"] = None,
-        Handler: Optional[str] = None,
-        Description: Optional[str] = None,
-        Timeout: Optional[int] = None,
-        MemorySize: Optional[int] = None,
-        Publish: Optional[bool] = None,
+        Handler: str | None = None,
+        Description: str | None = None,
+        Timeout: int | None = None,
+        MemorySize: int | None = None,
+        Publish: bool | None = None,
         VpcConfig: Optional["VpcConfigTypeDef"] = None,
         PackageType: Optional["PackageTypeType"] = None,
         DeadLetterConfig: Optional["DeadLetterConfigTypeDef"] = None,
         Environment: Optional["EnvironmentTypeDef"] = None,
-        KMSKeyArn: Optional[str] = None,
+        KMSKeyArn: str | None = None,
         TracingConfig: Optional["TracingConfigTypeDef"] = None,
-        Tags: Optional[Mapping[str, str]] = None,
-        Layers: Optional[Sequence[str]] = None,
-        FileSystemConfigs: Optional[Sequence["FileSystemConfigTypeDef"]] = None,
+        Tags: Mapping[str, str] | None = None,
+        Layers: Sequence[str] | None = None,
+        FileSystemConfigs: Sequence["FileSystemConfigTypeDef"] | None = None,
         ImageConfig: Optional["ImageConfigTypeDef"] = None,
-        CodeSigningConfigArn: Optional[str] = None,
-        Architectures: Optional[Sequence["ArchitectureType"]] = None,
+        CodeSigningConfigArn: str | None = None,
+        Architectures: Sequence["ArchitectureType"] | None = None,
         EphemeralStorage: Optional["EphemeralStorageTypeDef"] = None,
     ) -> "FunctionConfigurationResponseMetadataTypeDef": ...
 
diff --git a/localstack-core/localstack/testing/aws/util.py b/localstack-core/localstack/testing/aws/util.py
index 2fadd02b9b257..f0f00a31a5045 100644
--- a/localstack-core/localstack/testing/aws/util.py
+++ b/localstack-core/localstack/testing/aws/util.py
@@ -1,6 +1,7 @@
 import functools
 import os
-from typing import Callable, Dict, TypeVar
+from collections.abc import Callable
+from typing import TypeVar
 
 import boto3
 import botocore
@@ -80,7 +81,7 @@ def is_user_ready():
 
 def create_client_with_keys(
     service: str,
-    keys: Dict[str, str],
+    keys: dict[str, str],
     region_name: str,
     client_config: Config = None,
 ):
diff --git a/localstack-core/localstack/testing/pytest/cloudformation/fixtures.py b/localstack-core/localstack/testing/pytest/cloudformation/fixtures.py
index f099a8fa69f87..f6238b569c1c6 100644
--- a/localstack-core/localstack/testing/pytest/cloudformation/fixtures.py
+++ b/localstack-core/localstack/testing/pytest/cloudformation/fixtures.py
@@ -1,6 +1,7 @@
 import json
 from collections import defaultdict
-from typing import Callable, Generator, Optional, TypedDict
+from collections.abc import Generator
+from typing import Callable, Optional, TypedDict
 
 import pytest
 from botocore.exceptions import WaiterError
@@ -111,7 +112,7 @@ def capture(stack_name: str) -> dict:
 
 def _normalise_describe_change_set_output(value: DescribeChangeSetOutput) -> None:
     value.get("Changes", list()).sort(
-        key=lambda change: change.get("ResourceChange", dict()).get("LogicalResourceId", str())
+        key=lambda change: change.get("ResourceChange", dict()).get("LogicalResourceId", "")
     )
 
 
diff --git a/localstack-core/localstack/testing/pytest/container.py b/localstack-core/localstack/testing/pytest/container.py
index fd904f6a86233..aebb452c5d3d1 100644
--- a/localstack-core/localstack/testing/pytest/container.py
+++ b/localstack-core/localstack/testing/pytest/container.py
@@ -2,7 +2,8 @@
 import os
 import shlex
 import threading
-from typing import Callable, Generator, List, Optional
+from collections.abc import Generator
+from typing import Callable, Optional
 
 import pytest
 
@@ -31,14 +32,14 @@
 
 class ContainerFactory:
     def __init__(self):
-        self._containers: List[Container] = []
+        self._containers: list[Container] = []
 
     def __call__(
         self,
         # convenience properties
         pro: bool = False,
-        publish: Optional[List[int]] = None,
-        configurators: Optional[List[ContainerConfigurator]] = None,
+        publish: Optional[list[int]] = None,
+        configurators: Optional[list[ContainerConfigurator]] = None,
         # ContainerConfig properties
         **kwargs,
     ) -> Container:
diff --git a/localstack-core/localstack/testing/pytest/filters.py b/localstack-core/localstack/testing/pytest/filters.py
index 2e7f0a8d0a780..8f32827364950 100644
--- a/localstack-core/localstack/testing/pytest/filters.py
+++ b/localstack-core/localstack/testing/pytest/filters.py
@@ -1,5 +1,3 @@
-from typing import List
-
 import pytest
 from _pytest.config import Config, PytestPluginManager
 from _pytest.config.argparsing import Parser
@@ -13,7 +11,7 @@ def pytest_addoption(parser: Parser, pluginmanager: PytestPluginManager):
 
 
 @pytest.hookimpl
-def pytest_collection_modifyitems(session: Session, config: Config, items: List[Item]):
+def pytest_collection_modifyitems(session: Session, config: Config, items: list[Item]):
     filter_fixtures_option = config.getoption("--filter-fixtures")
     if filter_fixtures_option:
         # TODO: add more sophisticated combinations (=> like pytest -m and -k)
diff --git a/localstack-core/localstack/testing/pytest/fixtures.py b/localstack-core/localstack/testing/pytest/fixtures.py
index 8f63ad4b99458..d95351cbc363a 100644
--- a/localstack-core/localstack/testing/pytest/fixtures.py
+++ b/localstack-core/localstack/testing/pytest/fixtures.py
@@ -6,7 +6,7 @@
 import re
 import textwrap
 import time
-from typing import TYPE_CHECKING, Any, Callable, Dict, List, Optional, Tuple, Unpack
+from typing import TYPE_CHECKING, Any, Callable, Optional, Unpack
 
 import botocore.auth
 import botocore.config
@@ -593,7 +593,7 @@ def _allow_sns_topic(sqs_queue_url, sqs_queue_arn, sns_topic_arn) -> None:
 def sns_create_sqs_subscription(sns_allow_topic_sqs_queue, sqs_get_queue_arn, aws_client):
     subscriptions = []
 
-    def _factory(topic_arn: str, queue_url: str, **kwargs) -> Dict[str, str]:
+    def _factory(topic_arn: str, queue_url: str, **kwargs) -> dict[str, str]:
         queue_arn = sqs_get_queue_arn(queue_url)
 
         # connect sns topic to sqs
@@ -630,7 +630,7 @@ def sns_create_http_endpoint(sns_create_topic, sns_subscription, aws_client):
 
     def _create_http_endpoint(
         raw_message_delivery: bool = False,
-    ) -> Tuple[str, str, str, HTTPServer]:
+    ) -> tuple[str, str, str, HTTPServer]:
         server = HTTPServer()
         server.start()
         http_servers.append(server)
@@ -1004,7 +1004,7 @@ def opensearch_document_path(opensearch_endpoint, aws_client):
 # Cleanup fixtures
 @pytest.fixture
 def cleanup_stacks(aws_client):
-    def _cleanup_stacks(stacks: List[str]) -> None:
+    def _cleanup_stacks(stacks: list[str]) -> None:
         stacks = ensure_list(stacks)
         for stack in stacks:
             try:
@@ -1018,7 +1018,7 @@ def _cleanup_stacks(stacks: List[str]) -> None:
 
 @pytest.fixture
 def cleanup_changesets(aws_client):
-    def _cleanup_changesets(changesets: List[str]) -> None:
+    def _cleanup_changesets(changesets: list[str]) -> None:
         changesets = ensure_list(changesets)
         for cs in changesets:
             try:
@@ -1039,7 +1039,7 @@ class DeployResult:
     stack_id: str
     stack_name: str
     change_set_name: str
-    outputs: Dict[str, str]
+    outputs: dict[str, str]
 
     destroy: Callable[[], None]
 
@@ -1089,8 +1089,8 @@ def _deploy(
         change_set_name: Optional[str] = None,
         template: Optional[str] = None,
         template_path: Optional[str | os.PathLike] = None,
-        template_mapping: Optional[Dict[str, Any]] = None,
-        parameters: Optional[Dict[str, str]] = None,
+        template_mapping: Optional[dict[str, Any]] = None,
+        parameters: Optional[dict[str, str]] = None,
         role_arn: Optional[str] = None,
         max_wait: Optional[int] = None,
         delay_between_polls: Optional[int] = 2,
@@ -1238,7 +1238,7 @@ def is_stack_deleted(aws_client):
     return _has_stack_status(aws_client.cloudformation, ["DELETE_COMPLETE"])
 
 
-def _has_stack_status(cfn_client, statuses: List[str]):
+def _has_stack_status(cfn_client, statuses: list[str]):
     def _has_status(stack_id: str):
         def _inner():
             resp = cfn_client.describe_stacks(StackName=stack_id)
@@ -1514,7 +1514,7 @@ def _create_event_source_mapping(*args, **kwargs):
 
 @pytest.fixture
 def check_lambda_logs(aws_client):
-    def _check_logs(func_name: str, expected_lines: List[str] = None) -> List[str]:
+    def _check_logs(func_name: str, expected_lines: list[str] = None) -> list[str]:
         if not expected_lines:
             expected_lines = []
         log_events = get_lambda_logs(func_name, logs_client=aws_client.logs)
@@ -2290,7 +2290,7 @@ def echo_http_server_post(echo_http_server):
     return f"{echo_http_server}post"
 
 
-def create_policy_doc(effect: str, actions: List, resource=None) -> Dict:
+def create_policy_doc(effect: str, actions: list, resource=None) -> dict:
     actions = ensure_list(actions)
     resource = resource or "*"
     return {
diff --git a/localstack-core/localstack/testing/pytest/marking.py b/localstack-core/localstack/testing/pytest/marking.py
index 5afcca6cdc24f..ddc56b02b5b02 100644
--- a/localstack-core/localstack/testing/pytest/marking.py
+++ b/localstack-core/localstack/testing/pytest/marking.py
@@ -3,7 +3,7 @@
 """
 
 import os
-from typing import TYPE_CHECKING, Callable, List, Optional
+from typing import TYPE_CHECKING, Callable, Optional
 
 import pytest
 from _pytest.config import PytestPluginManager
@@ -36,13 +36,13 @@ class SkipSnapshotVerifyMarker:
     def __call__(
         self,
         *,
-        paths: "Optional[List[str]]" = None,
+        paths: "Optional[list[str]]" = None,
         condition: "Optional[Callable[[...], bool]]" = None,
     ): ...
 
 
 class MultiRuntimeMarker:
-    def __call__(self, *, scenario: str, runtimes: Optional[List[str]] = None): ...
+    def __call__(self, *, scenario: str, runtimes: Optional[list[str]] = None): ...
 
 
 class SnapshotMarkers:
@@ -82,7 +82,7 @@ def pytest_addoption(parser: Parser, pluginmanager: PytestPluginManager):
     )
 
 
-def enforce_single_aws_marker(items: List[pytest.Item]):
+def enforce_single_aws_marker(items: list[pytest.Item]):
     """Enforce that each test has exactly one aws compatibility marker"""
     marker_errors = []
 
@@ -107,7 +107,7 @@ def enforce_single_aws_marker(items: List[pytest.Item]):
         raise pytest.UsageError(*marker_errors)
 
 
-def filter_by_markers(config: "Config", items: List[pytest.Item]):
+def filter_by_markers(config: "Config", items: list[pytest.Item]):
     """Filter tests by markers."""
     from localstack import config as localstack_config
     from localstack.utils.bootstrap import in_ci
@@ -154,7 +154,7 @@ def filter_by_markers(config: "Config", items: List[pytest.Item]):
 
 @pytest.hookimpl
 def pytest_collection_modifyitems(
-    session: pytest.Session, config: "Config", items: List[pytest.Item]
+    session: pytest.Session, config: "Config", items: list[pytest.Item]
 ) -> None:
     enforce_single_aws_marker(items)
     filter_by_markers(config, items)
diff --git a/localstack-core/localstack/testing/pytest/path_filter.py b/localstack-core/localstack/testing/pytest/path_filter.py
index d3e13c0016143..13d562abd6a4f 100644
--- a/localstack-core/localstack/testing/pytest/path_filter.py
+++ b/localstack-core/localstack/testing/pytest/path_filter.py
@@ -49,7 +49,7 @@ def pytest_collection_modifyitems(config, items):
     if not os.path.exists(pathfilter_file):
         raise ValueError(f"Pathfilter file does not exist: {pathfilter_file}")
 
-    with open(pathfilter_file, "r") as f:
+    with open(pathfilter_file) as f:
         pathfilter_substrings = [line.strip() for line in f.readlines() if line.strip()]
 
         if not pathfilter_substrings:
diff --git a/localstack-core/localstack/testing/pytest/stepfunctions/utils.py b/localstack-core/localstack/testing/pytest/stepfunctions/utils.py
index 401b6173d66f4..6bf011a60366d 100644
--- a/localstack-core/localstack/testing/pytest/stepfunctions/utils.py
+++ b/localstack-core/localstack/testing/pytest/stepfunctions/utils.py
@@ -342,7 +342,7 @@ def _validation_function(log_events: list) -> bool:
 
 def _await_on_execution_log_stream_created(target_aws_client, log_group_name: str) -> str:
     logs_client = target_aws_client.logs
-    log_stream_name = str()
+    log_stream_name = ""
 
     def _run_check():
         nonlocal log_stream_name
diff --git a/localstack-core/localstack/testing/pytest/validation_tracking.py b/localstack-core/localstack/testing/pytest/validation_tracking.py
index cb3fd9eb48dae..9c3531a31781a 100644
--- a/localstack-core/localstack/testing/pytest/validation_tracking.py
+++ b/localstack-core/localstack/testing/pytest/validation_tracking.py
@@ -9,7 +9,7 @@
 import json
 import os
 from pathlib import Path
-from typing import Dict, Optional
+from typing import Optional
 
 import pytest
 from pluggy import Result
@@ -17,7 +17,7 @@
 
 from localstack.testing.aws.util import is_aws_cloud
 
-durations_key = StashKey[Dict[str, float]]()
+durations_key = StashKey[dict[str, float]]()
 """
 Stores phase durations on the test node between execution phases.
 See https://docs.pytest.org/en/latest/reference/reference.html#pytest.Stash
@@ -35,7 +35,7 @@ def find_validation_data_for_item(item: pytest.Item) -> Optional[dict]:
     if not os.path.exists(snapshot_path):
         return None
 
-    with open(snapshot_path, "r") as fd:
+    with open(snapshot_path) as fd:
         file_content = json.load(fd)
         return file_content.get(item.nodeid)
 
diff --git a/localstack-core/localstack/testing/scenario/provisioning.py b/localstack-core/localstack/testing/scenario/provisioning.py
index cc384d3046c65..c7e116a24a97f 100644
--- a/localstack-core/localstack/testing/scenario/provisioning.py
+++ b/localstack-core/localstack/testing/scenario/provisioning.py
@@ -1,9 +1,10 @@
 import json
 import logging
 import warnings
-from contextlib import contextmanager
+from collections.abc import Callable
+from contextlib import AbstractContextManager, contextmanager
 from pathlib import Path
-from typing import TYPE_CHECKING, Callable, ContextManager, Optional
+from typing import TYPE_CHECKING
 
 import aws_cdk as cdk
 from botocore.exceptions import ClientError, WaiterError
@@ -77,9 +78,9 @@ def __init__(
         self,
         aws_client: ServiceLevelClientFactory,
         namespace: str,
-        base_path: Optional[str] = None,
-        force_synth: Optional[bool] = False,
-        persist_output: Optional[bool] = False,
+        base_path: str | None = None,
+        force_synth: bool | None = False,
+        persist_output: bool | None = False,
     ):
         """
         :param namespace: repo-unique identifier for this CDK app.
@@ -108,8 +109,8 @@ def get_asset_bucket(self):
 
     @contextmanager
     def provisioner(
-        self, skip_deployment: Optional[bool] = False, skip_teardown: Optional[bool] = False
-    ) -> ContextManager["InfraProvisioner"]:
+        self, skip_deployment: bool | None = False, skip_teardown: bool | None = False
+    ) -> AbstractContextManager["InfraProvisioner"]:
         """
         :param skip_deployment: Set to True to skip stack creation and re-use existing stack without modifications.
             Also skips custom setup steps.
@@ -136,7 +137,7 @@ def my_fixture(infrastructure_setup):
             else:
                 LOG.debug("Skipping teardown. Resources and stacks are not deleted.")
 
-    def provision(self, skip_deployment: Optional[bool] = False):
+    def provision(self, skip_deployment: bool | None = False):
         """
         Execute all previously added custom provisioning steps and deploy added CDK stacks via CloudFormation.
 
@@ -299,7 +300,7 @@ def teardown(self):
     def add_cdk_stack(
         self,
         cdk_stack: cdk.Stack,
-        autoclean_buckets: Optional[bool] = True,
+        autoclean_buckets: bool | None = True,
     ):
         """
         Register a CDK stack to be deployed in a later `InfraProvisioner.provision` call.
@@ -318,7 +319,7 @@ def add_cdk_stack(
                 is_env_true("TEST_CDK_FORCE_SYNTH") or self.force_synth
             )  # EXPERIMENTAL / API subject to change
             if not template_path.exists() or should_update_template:
-                with open(template_path, "wt") as fd:
+                with open(template_path, "w") as fd:
                     template_json = cdk.assertions.Template.from_stack(cdk_stack).to_json()
                     json.dump(template_json, fd, indent=2)
                     # add trailing newline for linter and Git compliance
diff --git a/localstack-core/localstack/testing/snapshots/transformer_utility.py b/localstack-core/localstack/testing/snapshots/transformer_utility.py
index 6e6d35ba70689..6f1750bcb8753 100644
--- a/localstack-core/localstack/testing/snapshots/transformer_utility.py
+++ b/localstack-core/localstack/testing/snapshots/transformer_utility.py
@@ -3,7 +3,7 @@
 import re
 from datetime import datetime
 from json import JSONDecodeError
-from typing import Optional, Pattern
+from re import Pattern
 
 from localstack_snapshot.snapshots.transformer import (
     PATTERN_ISO8601,
@@ -50,7 +50,7 @@
 class TransformerUtility:
     @staticmethod
     def key_value(
-        key: str, value_replacement: Optional[str] = None, reference_replacement: bool = True
+        key: str, value_replacement: str | None = None, reference_replacement: bool = True
     ):
         """Creates a new KeyValueBasedTransformer. If the key matches, the value will be replaced.
 
diff --git a/localstack-core/localstack/testing/testselection/matching.py b/localstack-core/localstack/testing/testselection/matching.py
index 4bf5e9bfaca2d..55fd25b09d844 100644
--- a/localstack-core/localstack/testing/testselection/matching.py
+++ b/localstack-core/localstack/testing/testselection/matching.py
@@ -2,7 +2,7 @@
 import pathlib
 import re
 from collections import defaultdict
-from typing import Callable, Iterable, Optional
+from collections.abc import Callable, Iterable
 
 from localstack.aws.scaffold import is_keyword
 
@@ -117,7 +117,7 @@ def prefix(prefix: str) -> Matcher:
 
 def generic_service_test_matching_rule(
     changed_file_path: str,
-    api_dependencies: Optional[dict[str, Iterable[str]]] = None,
+    api_dependencies: dict[str, Iterable[str]] | None = None,
     search_patterns: Iterable[str] = DEFAULT_SEARCH_PATTERNS,
     test_dirs: Iterable[str] = ("tests/aws/services",),
 ) -> set[str]:
diff --git a/localstack-core/localstack/testing/testselection/opt_out.py b/localstack-core/localstack/testing/testselection/opt_out.py
index 32fdf17b9cc26..48d4726633501 100644
--- a/localstack-core/localstack/testing/testselection/opt_out.py
+++ b/localstack-core/localstack/testing/testselection/opt_out.py
@@ -1,5 +1,5 @@
 import fnmatch
-from typing import Iterable
+from collections.abc import Iterable
 
 OPT_OUT = []
 
diff --git a/localstack-core/localstack/testing/testselection/scripts/filter_by_test_selection.py b/localstack-core/localstack/testing/testselection/scripts/filter_by_test_selection.py
index 81571dfb8b1ca..2affcf8e15ee8 100644
--- a/localstack-core/localstack/testing/testselection/scripts/filter_by_test_selection.py
+++ b/localstack-core/localstack/testing/testselection/scripts/filter_by_test_selection.py
@@ -24,7 +24,7 @@ def main():
         sys.exit(1)
 
     testselection_file_path = sys.argv[1]
-    with open(testselection_file_path, "r") as file:
+    with open(testselection_file_path) as file:
         selected_tests = [line.strip() for line in file.readlines() if line.strip()]
         test_files = [line.strip() for line in sys.stdin]
         filter_test_files(test_files, selected_tests)
diff --git a/localstack-core/localstack/testing/testselection/scripts/generate_test_selection.py b/localstack-core/localstack/testing/testselection/scripts/generate_test_selection.py
index 31af5e5d983b5..ca04c1a13cb70 100644
--- a/localstack-core/localstack/testing/testselection/scripts/generate_test_selection.py
+++ b/localstack-core/localstack/testing/testselection/scripts/generate_test_selection.py
@@ -10,8 +10,8 @@
 import argparse
 import os
 import sys
+from collections.abc import Iterable
 from pathlib import Path
-from typing import Iterable
 
 from localstack.testing.testselection.git import (
     find_merge_base,
diff --git a/localstack-core/localstack/testing/testselection/testselection.py b/localstack-core/localstack/testing/testselection/testselection.py
index e1a3799cc5c3d..98a5c95d0f012 100644
--- a/localstack-core/localstack/testing/testselection/testselection.py
+++ b/localstack-core/localstack/testing/testselection/testselection.py
@@ -1,10 +1,10 @@
-from typing import Iterable, Optional
+from collections.abc import Iterable
 
 from localstack.testing.testselection.matching import MATCHING_RULES, MatchingRule
 
 
 def get_affected_tests_from_changes(
-    changed_files: Iterable[str], matching_rules: Optional[list[MatchingRule]] = None
+    changed_files: Iterable[str], matching_rules: list[MatchingRule] | None = None
 ) -> list[str]:
     """
     Generate test selectors based on the changed files and matching rules to apply to.
diff --git a/localstack-core/localstack/utils/analytics/cli.py b/localstack-core/localstack/utils/analytics/cli.py
index ebab4f37bb451..a52fe10e3485a 100644
--- a/localstack-core/localstack/utils/analytics/cli.py
+++ b/localstack-core/localstack/utils/analytics/cli.py
@@ -1,7 +1,6 @@
 import datetime
 import functools
 from multiprocessing import Process
-from typing import List
 
 import click
 
@@ -15,7 +14,7 @@
 ANALYTICS_API_RESPONSE_TIMEOUT_SECS = 0.5
 
 
-def _publish_cmd_as_analytics_event(command_name: str, params: List[str]):
+def _publish_cmd_as_analytics_event(command_name: str, params: list[str]):
     event = Event(
         name="cli_cmd",
         payload={"cmd": command_name, "params": params},
@@ -28,7 +27,7 @@ def _publish_cmd_as_analytics_event(command_name: str, params: List[str]):
     publisher.publish([event])
 
 
-def _get_parent_commands(ctx: click.Context) -> List[str]:
+def _get_parent_commands(ctx: click.Context) -> list[str]:
     parent_commands = []
     parent = ctx.parent
     while parent is not None:
diff --git a/localstack-core/localstack/utils/analytics/client.py b/localstack-core/localstack/utils/analytics/client.py
index 707a5e17e803d..1f7ff8746ed11 100644
--- a/localstack-core/localstack/utils/analytics/client.py
+++ b/localstack-core/localstack/utils/analytics/client.py
@@ -3,7 +3,7 @@
 """
 
 import logging
-from typing import Any, Dict, List
+from typing import Any
 
 import requests
 
@@ -18,10 +18,10 @@
 
 
 class SessionResponse:
-    response: Dict[str, Any]
+    response: dict[str, Any]
     status: int
 
-    def __init__(self, response: Dict[str, Any], status: int = 200):
+    def __init__(self, response: dict[str, Any], status: int = 200):
         self.response = response
         self.status = status
 
@@ -70,7 +70,7 @@ def start_session(self, metadata: ClientMetadata) -> SessionResponse:
         )
 
     # TODO: naming seems confusing since this doesn't actually append, but directly sends all passed events via HTTP
-    def append_events(self, events: List[Event]):
+    def append_events(self, events: list[Event]):
         # TODO: add compression to append_events
         #  it would maybe be useful to compress analytics data, but it's unclear how that will
         #  affect performance and what the benefit is. need to measure first.
@@ -104,7 +104,7 @@ def append_events(self, events: List[Event]):
         # TODO: Add response type to analytics client
         return response
 
-    def _create_headers(self) -> Dict[str, str]:
+    def _create_headers(self) -> dict[str, str]:
         return {
             "User-Agent": "localstack/" + constants.VERSION,
             "Localstack-Session-ID": self.localstack_session_id,
diff --git a/localstack-core/localstack/utils/analytics/events.py b/localstack-core/localstack/utils/analytics/events.py
index 2b30b673b7032..5c81385b81865 100644
--- a/localstack-core/localstack/utils/analytics/events.py
+++ b/localstack-core/localstack/utils/analytics/events.py
@@ -1,8 +1,8 @@
 import abc
 import dataclasses
-from typing import Any, Dict, Union
+from typing import Any, Union
 
-EventPayload = Union[Dict[str, Any], Any]  # FIXME: better typing
+EventPayload = Union[dict[str, Any], Any]  # FIXME: better typing
 
 
 @dataclasses.dataclass
diff --git a/localstack-core/localstack/utils/analytics/metrics/registry.py b/localstack-core/localstack/utils/analytics/metrics/registry.py
index 50f23c345ad67..1c0915ebe2a87 100644
--- a/localstack-core/localstack/utils/analytics/metrics/registry.py
+++ b/localstack-core/localstack/utils/analytics/metrics/registry.py
@@ -43,7 +43,7 @@ class MetricRegistry:
     Provides methods for retrieving and collecting metrics.
     """
 
-    _instance: "MetricRegistry" = None
+    _instance: MetricRegistry = None
     _mutex: threading.Lock = threading.Lock()
 
     def __new__(cls):
diff --git a/localstack-core/localstack/utils/analytics/publisher.py b/localstack-core/localstack/utils/analytics/publisher.py
index 48faf6d293625..083e53d77ad98 100644
--- a/localstack-core/localstack/utils/analytics/publisher.py
+++ b/localstack-core/localstack/utils/analytics/publisher.py
@@ -4,7 +4,7 @@
 import threading
 import time
 from queue import Full, Queue
-from typing import List, Optional
+from typing import Optional
 
 from localstack import config
 from localstack.utils.threads import start_thread, start_worker_thread
@@ -21,7 +21,7 @@ class Publisher(abc.ABC):
     A publisher takes a batch of events and publishes them to a destination.
     """
 
-    def publish(self, events: List[Event]):
+    def publish(self, events: list[Event]):
         raise NotImplementedError
 
     def close(self):
@@ -35,7 +35,7 @@ def __init__(self, client: AnalyticsClient = None) -> None:
         super().__init__()
         self.client = client or AnalyticsClient()
 
-    def publish(self, events: List[Event]):
+    def publish(self, events: list[Event]):
         self.client.append_events(events)
 
     def close(self):
@@ -47,7 +47,7 @@ class Printer(Publisher):
     Publisher that prints serialized events to stdout.
     """
 
-    def publish(self, events: List[Event]):
+    def publish(self, events: list[Event]):
         for event in events:
             print(event.asdict())
 
diff --git a/localstack-core/localstack/utils/analytics/service_request_aggregator.py b/localstack-core/localstack/utils/analytics/service_request_aggregator.py
index f503235201c45..2b0bdd590db2f 100644
--- a/localstack-core/localstack/utils/analytics/service_request_aggregator.py
+++ b/localstack-core/localstack/utils/analytics/service_request_aggregator.py
@@ -2,7 +2,7 @@
 import logging
 import threading
 from collections import Counter
-from typing import Dict, List, NamedTuple, Optional
+from typing import NamedTuple, Optional
 
 from localstack import config
 from localstack.runtime.shutdown import SHUTDOWN_HANDLERS
@@ -110,7 +110,7 @@ def _create_analytics_payload(self):
             "api_calls": self._aggregate_api_calls(self.counter),
         }
 
-    def _aggregate_api_calls(self, counter) -> List:
+    def _aggregate_api_calls(self, counter) -> list:
         aggregations = []
         for api_call_info, count in counter.items():
             doc = api_call_info._asdict()
@@ -121,5 +121,5 @@ def _aggregate_api_calls(self, counter) -> List:
             aggregations.append(doc)
         return aggregations
 
-    def _emit_payload(self, analytics_payload: Dict):
+    def _emit_payload(self, analytics_payload: dict):
         analytics.log.event(EVENT_NAME, analytics_payload)
diff --git a/localstack-core/localstack/utils/aws/arns.py b/localstack-core/localstack/utils/aws/arns.py
index 5b6f139473bac..76e6fc568d752 100644
--- a/localstack-core/localstack/utils/aws/arns.py
+++ b/localstack-core/localstack/utils/aws/arns.py
@@ -155,14 +155,14 @@ def secretsmanager_secret_arn(
 def cloudformation_stack_arn(
     stack_name: str, stack_id: str, account_id: str, region_name: str
 ) -> str:
-    pattern = "arn:%s:cloudformation:%s:%s:stack/%s/{stack_id}".format(stack_id=stack_id)
+    pattern = f"arn:%s:cloudformation:%s:%s:stack/%s/{stack_id}"
     return _resource_arn(stack_name, pattern, account_id=account_id, region_name=region_name)
 
 
 def cloudformation_change_set_arn(
     change_set_name: str, change_set_id: str, account_id: str, region_name: str
 ) -> str:
-    pattern = "arn:%s:cloudformation:%s:%s:changeSet/%s/{cs_id}".format(cs_id=change_set_id)
+    pattern = f"arn:%s:cloudformation:%s:%s:changeSet/%s/{change_set_id}"
     return _resource_arn(change_set_name, pattern, account_id=account_id, region_name=region_name)
 
 
diff --git a/localstack-core/localstack/utils/aws/aws_responses.py b/localstack-core/localstack/utils/aws/aws_responses.py
index 509b7a8a32889..b33f51933b834 100644
--- a/localstack-core/localstack/utils/aws/aws_responses.py
+++ b/localstack-core/localstack/utils/aws/aws_responses.py
@@ -3,7 +3,7 @@
 import json
 import re
 from binascii import crc32
-from typing import Any, Dict, Optional, Union
+from typing import Any, Optional, Union
 from urllib.parse import parse_qs
 
 import xmltodict
@@ -43,14 +43,12 @@ def requests_error_response_xml(
 ):
     response = RequestsResponse()
     xmlns = xmlns or "http://%s.amazonaws.com/doc/2010-03-31/" % service
-    response._content = """<ErrorResponse xmlns="{xmlns}"><Error>
+    response._content = f"""<ErrorResponse xmlns="{xmlns}"><Error>
         <Type>Sender</Type>
         <Code>{code_string}</Code>
         <Message>{message}</Message>
-        </Error><RequestId>{req_id}</RequestId>
-        </ErrorResponse>""".format(
-        xmlns=xmlns, message=message, code_string=code_string, req_id=short_uid()
-    )
+        </Error><RequestId>{short_uid()}</RequestId>
+        </ErrorResponse>"""
     response.status_code = code
     return response
 
@@ -65,18 +63,13 @@ def requests_error_response_xml_signature_calculation(
     aws_access_token="temp",
 ):
     response = RequestsResponse()
-    response_template = """<?xml version="1.0" encoding="UTF-8"?>
+    response_template = f"""<?xml version="1.0" encoding="UTF-8"?>
         <Error>
             <Code>{code_string}</Code>
             <Message>{message}</Message>
-            <RequestId>{req_id}</RequestId>
-            <HostId>{host_id}</HostId>
-        </Error>""".format(
-        message=message,
-        code_string=code_string,
-        req_id=short_uid(),
-        host_id=short_uid(),
-    )
+            <RequestId>{short_uid()}</RequestId>
+            <HostId>{short_uid()}</HostId>
+        </Error>"""
 
     parsed_response = xmltodict.parse(response_template)
     response.status_code = code
@@ -94,8 +87,8 @@ def requests_error_response_xml_signature_calculation(
         server_time = datetime.datetime.utcnow().isoformat()[:-4]
         expires_isoformat = datetime.datetime.fromtimestamp(int(expires)).isoformat()[:-4]
         parsed_response["Error"]["Code"] = code_string
-        parsed_response["Error"]["Expires"] = "{}Z".format(expires_isoformat)
-        parsed_response["Error"]["ServerTime"] = "{}Z".format(server_time)
+        parsed_response["Error"]["Expires"] = f"{expires_isoformat}Z"
+        parsed_response["Error"]["ServerTime"] = f"{server_time}Z"
         set_response_content(response, xmltodict.unparse(parsed_response))
 
     if not signature and not expires and code_string == "AccessDenied":
@@ -106,7 +99,7 @@ def requests_error_response_xml_signature_calculation(
 
 
 def requests_error_response(
-    req_headers: Dict,
+    req_headers: dict,
     message: Union[str, bytes],
     code: int = 500,
     error_type: str = "InternalFailure",
@@ -121,7 +114,7 @@ def requests_error_response(
     )
 
 
-def is_json_request(req_headers: Dict) -> bool:
+def is_json_request(req_headers: dict) -> bool:
     ctype = req_headers.get("Content-Type", "")
     accept = req_headers.get("Accept", "")
     return "json" in ctype or "json" in accept
@@ -186,7 +179,7 @@ def set_response_content(response, content, headers=None):
     response.headers["Content-Length"] = str(len(response._content))
 
 
-def create_sqs_system_attributes(headers: Dict[str, str]) -> Dict[str, Any]:
+def create_sqs_system_attributes(headers: dict[str, str]) -> dict[str, Any]:
     system_attributes = {}
     if "X-Amzn-Trace-Id" in headers:
         system_attributes["AWSTraceHeader"] = {
@@ -196,7 +189,7 @@ def create_sqs_system_attributes(headers: Dict[str, str]) -> Dict[str, Any]:
     return system_attributes
 
 
-def parse_query_string(url_or_qs: str, multi_values=False) -> Dict[str, str]:
+def parse_query_string(url_or_qs: str, multi_values=False) -> dict[str, str]:
     url_or_qs = str(url_or_qs or "").strip()
     # we match if the `url_or_qs` passed is maybe a URL
     if regex_url_start.match(url_or_qs) and "?" not in url_or_qs:
diff --git a/localstack-core/localstack/utils/aws/aws_stack.py b/localstack-core/localstack/utils/aws/aws_stack.py
index 8ca6107337b49..2d105f11269b3 100644
--- a/localstack-core/localstack/utils/aws/aws_stack.py
+++ b/localstack-core/localstack/utils/aws/aws_stack.py
@@ -2,7 +2,7 @@
 import re
 import socket
 from functools import lru_cache
-from typing import List, Union
+from typing import Union
 
 import boto3
 
@@ -20,7 +20,7 @@
 CACHE_S3_HOSTNAME_DNS_STATUS = None
 
 
-@lru_cache()
+@lru_cache
 def get_valid_regions():
     session = boto3.Session()
     valid_regions = set()
@@ -32,7 +32,7 @@ def get_valid_regions():
 
 # FIXME: AWS recommends use of SSM parameter store to determine per region availability
 # https://github.com/aws/aws-sdk/issues/206#issuecomment-1471354853
-@lru_cache()
+@lru_cache
 def get_valid_regions_for_service(service_name):
     session = boto3.Session()
     regions = list(session.get_available_regions(service_name))
@@ -60,7 +60,7 @@ def get_s3_hostname():
         try:
             assert socket.gethostbyname(S3_VIRTUAL_HOSTNAME)
             CACHE_S3_HOSTNAME_DNS_STATUS = True
-        except socket.error:
+        except OSError:
             CACHE_S3_HOSTNAME_DNS_STATUS = False
     if CACHE_S3_HOSTNAME_DNS_STATUS:
         return S3_VIRTUAL_HOSTNAME
@@ -68,7 +68,7 @@ def get_s3_hostname():
 
 
 def fix_account_id_in_arns(
-    response, replacement: str, colon_delimiter: str = ":", existing: Union[str, List[str]] = None
+    response, replacement: str, colon_delimiter: str = ":", existing: Union[str, list[str]] = None
 ):
     """Fix the account ID in the ARNs returned in the given Flask response or string"""
     from moto.core import DEFAULT_ACCOUNT_ID
@@ -78,13 +78,9 @@ def fix_account_id_in_arns(
     is_str_obj = is_string_or_bytes(response)
     content = to_str(response if is_str_obj else response._content)
 
-    replacement = r"arn{col}aws{col}\1{col}\2{col}{acc}{col}".format(
-        col=colon_delimiter, acc=replacement
-    )
+    replacement = rf"arn{colon_delimiter}aws{colon_delimiter}\1{colon_delimiter}\2{colon_delimiter}{replacement}{colon_delimiter}"
     for acc_id in existing:
-        regex = r"arn{col}aws{col}([^:%]+){col}([^:%]*){col}{acc}{col}".format(
-            col=colon_delimiter, acc=acc_id
-        )
+        regex = rf"arn{colon_delimiter}aws{colon_delimiter}([^:%]+){colon_delimiter}([^:%]*){colon_delimiter}{acc_id}{colon_delimiter}"
         content = re.sub(regex, replacement, content)
 
     if not is_str_obj:
diff --git a/localstack-core/localstack/utils/aws/dead_letter_queue.py b/localstack-core/localstack/utils/aws/dead_letter_queue.py
index 9fdd8c70ec5e3..0896dfc4d5d4a 100644
--- a/localstack-core/localstack/utils/aws/dead_letter_queue.py
+++ b/localstack-core/localstack/utils/aws/dead_letter_queue.py
@@ -1,7 +1,6 @@
 import json
 import logging
 import uuid
-from typing import Dict, List
 
 from localstack.aws.connect import connect_to
 from localstack.utils.aws import arns
@@ -34,7 +33,7 @@ def sns_error_to_dead_letter_queue(
     return _send_to_dead_letter_queue(sns_subscriber["SubscriptionArn"], target_arn, event, error)
 
 
-def _send_to_dead_letter_queue(source_arn: str, dlq_arn: str, event: Dict, error, role: str = None):
+def _send_to_dead_letter_queue(source_arn: str, dlq_arn: str, event: dict, error, role: str = None):
     if not dlq_arn:
         return
     LOG.info("Sending failed execution %s to dead letter queue %s", source_arn, dlq_arn)
@@ -84,7 +83,7 @@ def _send_to_dead_letter_queue(source_arn: str, dlq_arn: str, event: Dict, error
     return dlq_arn
 
 
-def _prepare_messages_to_dlq(source_arn: str, event: Dict, error) -> List[Dict]:
+def _prepare_messages_to_dlq(source_arn: str, event: dict, error) -> list[dict]:
     messages = []
     custom_attrs = {
         "RequestID": {"DataType": "String", "StringValue": str(uuid.uuid4())},
@@ -136,7 +135,7 @@ def _prepare_messages_to_dlq(source_arn: str, event: Dict, error) -> List[Dict]:
     return messages
 
 
-def message_attributes_to_upper(message_attrs: Dict) -> Dict:
+def message_attributes_to_upper(message_attrs: dict) -> dict:
     """Convert message attribute details (first characters) to upper case (e.g., StringValue, DataType)."""
     message_attrs = message_attrs or {}
     for _, attr in message_attrs.items():
diff --git a/localstack-core/localstack/utils/aws/message_forwarding.py b/localstack-core/localstack/utils/aws/message_forwarding.py
index ad28c015b9485..d4ca0d0df445c 100644
--- a/localstack-core/localstack/utils/aws/message_forwarding.py
+++ b/localstack-core/localstack/utils/aws/message_forwarding.py
@@ -3,7 +3,7 @@
 import logging
 import re
 import uuid
-from typing import Dict, Optional
+from typing import Optional
 
 from moto.events.models import events_backends
 
@@ -31,10 +31,10 @@
 # TODO: refactor/split this. too much here is service specific
 def send_event_to_target(
     target_arn: str,
-    event: Dict,
-    target_attributes: Dict = None,
+    event: dict,
+    target_attributes: dict = None,
     asynchronous: bool = True,
-    target: Dict = None,
+    target: dict = None,
     role: str = None,
     source_arn: str = None,
     source_service: str = None,
@@ -155,7 +155,7 @@ def send_event_to_target(
         LOG.warning('Unsupported Events rule target ARN: "%s"', target_arn)
 
 
-def auth_keys_from_connection(connection: Dict):
+def auth_keys_from_connection(connection: dict):
     headers = {}
 
     auth_type = connection.get("AuthorizationType").upper()
@@ -164,9 +164,7 @@ def auth_keys_from_connection(connection: Dict):
         basic_auth_parameters = auth_parameters.get("BasicAuthParameters", {})
         username = basic_auth_parameters.get("Username", "")
         password = basic_auth_parameters.get("Password", "")
-        auth = "Basic " + to_str(
-            base64.b64encode("{}:{}".format(username, password).encode("ascii"))
-        )
+        auth = "Basic " + to_str(base64.b64encode(f"{username}:{password}".encode("ascii")))
         headers.update({"authorization": auth})
 
     if auth_type == AUTH_API_KEY:
@@ -206,7 +204,7 @@ def auth_keys_from_connection(connection: Dict):
 
         token_type = oauth_data.get("token_type", "")
         access_token = oauth_data.get("access_token", "")
-        auth_header = "{} {}".format(token_type, access_token)
+        auth_header = f"{token_type} {access_token}"
         headers.update({"authorization": auth_header})
 
     return headers
@@ -216,7 +214,7 @@ def list_of_parameters_to_object(items):
     return {item.get("Key"): item.get("Value") for item in items}
 
 
-def send_event_to_api_destination(target_arn, event, http_parameters: Optional[Dict] = None):
+def send_event_to_api_destination(target_arn, event, http_parameters: Optional[dict] = None):
     """Send an event to an EventBridge API destination
     See https://docs.aws.amazon.com/eventbridge/latest/userguide/eb-api-destinations.html"""
 
@@ -291,7 +289,7 @@ def add_api_destination_authorization(destination, headers, event):
     return endpoint
 
 
-def add_target_http_parameters(http_parameters: Dict, endpoint: str, headers: Dict, body):
+def add_target_http_parameters(http_parameters: dict, endpoint: str, headers: dict, body):
     endpoint = add_path_parameters_to_url(endpoint, http_parameters.get("PathParameterValues", []))
 
     # The request should prioritze connection header/query parameters over target params if there is an overlap
diff --git a/localstack-core/localstack/utils/aws/request_context.py b/localstack-core/localstack/utils/aws/request_context.py
index 9af869aeffa19..10a4c38b337d6 100644
--- a/localstack-core/localstack/utils/aws/request_context.py
+++ b/localstack-core/localstack/utils/aws/request_context.py
@@ -4,7 +4,7 @@
 
 import logging
 import re
-from typing import Dict, Optional
+from typing import Optional
 
 from rolo import Request as RoloRequest
 
@@ -43,7 +43,7 @@ def extract_account_id_from_auth_header(headers) -> Optional[str]:
         return get_account_id_from_access_key_id(access_key_id)
 
 
-def extract_access_key_id_from_auth_header(headers: Dict[str, str]) -> Optional[str]:
+def extract_access_key_id_from_auth_header(headers: dict[str, str]) -> Optional[str]:
     auth = headers.get("Authorization") or ""
 
     if auth.startswith("AWS4-"):
@@ -67,7 +67,7 @@ def extract_region_from_headers(headers) -> str:
     return extract_region_from_auth_header(headers) or AWS_REGION_US_EAST_1
 
 
-def extract_service_name_from_auth_header(headers: Dict) -> Optional[str]:
+def extract_service_name_from_auth_header(headers: dict) -> Optional[str]:
     try:
         auth_header = headers.get("authorization", "")
         credential_scope = auth_header.split(",")[0].split()[1]
@@ -79,7 +79,7 @@ def extract_service_name_from_auth_header(headers: Dict) -> Optional[str]:
 
 def mock_aws_request_headers(
     service: str, aws_access_key_id: str, region_name: str, internal: bool = False
-) -> Dict[str, str]:
+) -> dict[str, str]:
     """
     Returns a mock set of headers that resemble SigV4 signing method.
     """
diff --git a/localstack-core/localstack/utils/aws/templating.py b/localstack-core/localstack/utils/aws/templating.py
index 4d9ef57897da1..f0da26536ee03 100644
--- a/localstack-core/localstack/utils/aws/templating.py
+++ b/localstack-core/localstack/utils/aws/templating.py
@@ -1,6 +1,6 @@
 import json
 import re
-from typing import Any, Dict
+from typing import Any
 
 import airspeed
 
@@ -44,7 +44,7 @@ def qr(self, *args, **kwargs):
 class VtlTemplate:
     """Utility class for rendering Velocity templates"""
 
-    def render_vtl(self, template: str, variables: Dict, as_json=False) -> str | dict:
+    def render_vtl(self, template: str, variables: dict, as_json=False) -> str | dict:
         """
         Render the given VTL template against the dict of variables. Note that this is a
         potentially mutating operation which may change the values of `variables` in-place.
@@ -125,7 +125,7 @@ def apply(obj, **_):
             rendered_template = json.loads(rendered_template)
         return rendered_template
 
-    def prepare_namespace(self, variables: Dict[str, Any], source: str = "") -> Dict:
+    def prepare_namespace(self, variables: dict[str, Any], source: str = "") -> dict:
         namespace = dict(variables or {})
         namespace.setdefault("context", {})
         if not namespace.get("util"):
diff --git a/localstack-core/localstack/utils/batch_policy.py b/localstack-core/localstack/utils/batch_policy.py
index 9ac5e575f3a49..1c7f4fa18dfde 100644
--- a/localstack-core/localstack/utils/batch_policy.py
+++ b/localstack-core/localstack/utils/batch_policy.py
@@ -1,6 +1,6 @@
 import copy
 import time
-from typing import Generic, List, Optional, TypeVar, overload
+from typing import Generic, Optional, TypeVar, overload
 
 from pydantic import Field
 from pydantic.dataclasses import dataclass
@@ -76,7 +76,7 @@ def _check_batch_policy(self) -> bool:
     def add(self, item: T, *, deep_copy: bool = False) -> BatchPolicyTriggered: ...
 
     @overload
-    def add(self, items: List[T], *, deep_copy: bool = False) -> BatchPolicyTriggered: ...
+    def add(self, items: list[T], *, deep_copy: bool = False) -> BatchPolicyTriggered: ...
 
     def add(self, item_or_items: T | list[T], *, deep_copy: bool = False) -> BatchPolicyTriggered:
         """
diff --git a/localstack-core/localstack/utils/bootstrap.py b/localstack-core/localstack/utils/bootstrap.py
index 536f683d334cc..54943abb07c5d 100644
--- a/localstack-core/localstack/utils/bootstrap.py
+++ b/localstack-core/localstack/utils/bootstrap.py
@@ -9,8 +9,9 @@
 import signal
 import threading
 import time
+from collections.abc import Iterable
 from functools import wraps
-from typing import Any, Callable, Dict, Iterable, List, Optional, Set, Union
+from typing import Any, Callable, Optional, Union
 
 from localstack import config, constants
 from localstack.config import (
@@ -156,7 +157,7 @@ def wrapped(*args, **kwargs):
     return wrapper
 
 
-def get_docker_image_details(image_name: str = None) -> Dict[str, str]:
+def get_docker_image_details(image_name: str = None) -> dict[str, str]:
     image_name = image_name or get_docker_image_to_start()
     try:
         result = DOCKER_CLIENT.inspect_image(image_name)
@@ -249,7 +250,7 @@ def setup_logging():
 # --------------
 
 
-def resolve_apis(services: Iterable[str]) -> Set[str]:
+def resolve_apis(services: Iterable[str]) -> set[str]:
     """
     Resolves recursively for the given collection of services (e.g., ["serverless", "cognito"]) the list of actual
     API services that need to be included (e.g., {'dynamodb', 'cloudformation', 'logs', 'kinesis', 'sts',
@@ -289,8 +290,8 @@ def resolve_apis(services: Iterable[str]) -> Set[str]:
     return result
 
 
-@functools.lru_cache()
-def get_enabled_apis() -> Set[str]:
+@functools.lru_cache
+def get_enabled_apis() -> set[str]:
     """
     Returns the list of APIs that are enabled through the combination of the SERVICES variable and
     STRICT_SERVICE_LOADING variable. If the SERVICES variable is empty, then it will return all available services.
@@ -324,8 +325,8 @@ def is_api_enabled(api: str) -> bool:
     return api in get_enabled_apis()
 
 
-@functools.lru_cache()
-def get_preloaded_services() -> Set[str]:
+@functools.lru_cache
+def get_preloaded_services() -> set[str]:
     """
     Returns the list of APIs that are marked to be eager loaded through the combination of SERVICES variable and
     EAGER_SERVICE_LOADING. If the SERVICES variable is empty, then it will return all available services.
@@ -431,10 +432,8 @@ def port_exposed(port):
 
     if not port_exposed(edge_port):
         warns.append(
-            (
-                f"Edge port {edge_port} is not exposed. You may have to add the entry "
-                'to the "ports" section of the docker-compose file.'
-            )
+            f"Edge port {edge_port} is not exposed. You may have to add the entry "
+            'to the "ports" section of the docker-compose file.'
         )
 
     # print warning/info messages
@@ -638,7 +637,7 @@ def _cfg(cfg: ContainerConfiguration):
         return _cfg
 
     @staticmethod
-    def custom_command(cmd: List[str]):
+    def custom_command(cmd: list[str]):
         """
         Overwrites the container command and unsets the default entrypoint.
 
@@ -653,7 +652,7 @@ def _cfg(cfg: ContainerConfiguration):
         return _cfg
 
     @staticmethod
-    def env_vars(env_vars: Dict[str, str]):
+    def env_vars(env_vars: dict[str, str]):
         def _cfg(cfg: ContainerConfiguration):
             cfg.env_vars.update(env_vars)
 
@@ -674,7 +673,7 @@ def _cfg(cfg: ContainerConfiguration):
         return _cfg
 
     @staticmethod
-    def cli_params(params: Dict[str, Any]):
+    def cli_params(params: dict[str, Any]):
         """
         Parse docker CLI parameters and add them to the config. The currently known CLI params are::
 
@@ -808,7 +807,7 @@ def get_gateway_port(container: Container) -> int:
     :param container: the localstack container
     :return: the gateway port reachable from the host
     """
-    candidates: List[int]
+    candidates: list[int]
 
     gateway_listen = container.config.env_vars.get("GATEWAY_LISTEN")
     if gateway_listen:
@@ -1001,7 +1000,7 @@ def shutdown(self, timeout: int = 10, remove: bool = True):
                     return
                 raise
 
-    def inspect(self) -> Dict[str, Union[Dict, str]]:
+    def inspect(self) -> dict[str, Union[dict, str]]:
         return self.container_client.inspect_container(container_name_or_id=self.id)
 
     def attach(self):
@@ -1033,7 +1032,7 @@ def __init__(self, container: Container, callback: Callable[[str], None] = print
 
     def _can_start_streaming(self):
         if self._closed.is_set():
-            raise IOError("Already stopped")
+            raise OSError("Already stopped")
         if not self.container.running_container:
             return False
         return self.container.running_container.is_running()
@@ -1041,7 +1040,7 @@ def _can_start_streaming(self):
     def run(self):
         try:
             poll_condition(self._can_start_streaming)
-        except IOError:
+        except OSError:
             return
         self._stream = self.container.running_container.stream_logs()
         for line in self._stream:
@@ -1227,7 +1226,7 @@ def prepare_host(console):
     hooks.prepare_host.run()
 
 
-def start_infra_in_docker(console, cli_params: Dict[str, Any] = None):
+def start_infra_in_docker(console, cli_params: dict[str, Any] = None):
     prepare_docker_start()
 
     # create and prepare container
@@ -1302,7 +1301,7 @@ def ensure_container_image(console, container: Container):
         console.log("download complete")
 
 
-def start_infra_in_docker_detached(console, cli_params: Dict[str, Any] = None):
+def start_infra_in_docker_detached(console, cli_params: dict[str, Any] = None):
     """
     An alternative to start_infra_in_docker where the terminal is not blocked by the follow on the logfile.
     """
diff --git a/localstack-core/localstack/utils/collections.py b/localstack-core/localstack/utils/collections.py
index 9f08cfec33fd1..e129be52727ef 100644
--- a/localstack-core/localstack/utils/collections.py
+++ b/localstack-core/localstack/utils/collections.py
@@ -5,18 +5,11 @@
 
 import logging
 import re
-from collections.abc import Mapping
+from collections.abc import Iterable, Iterator, Mapping, Sized
 from typing import (
     Any,
     Callable,
-    Dict,
-    Iterable,
-    Iterator,
-    List,
     Optional,
-    Sized,
-    Tuple,
-    Type,
     TypedDict,
     TypeVar,
     Union,
@@ -40,7 +33,7 @@ class AccessTrackingDict(dict):
           simply duplicates the entries of "wrapped" in the constructor, for simplicity.
     """
 
-    def __init__(self, wrapped, callback: Callable[[Dict, str, List, Dict], Any] = None):
+    def __init__(self, wrapped, callback: Callable[[dict, str, list, dict], Any] = None):
         super().__init__(wrapped)
         self.callback = callback
 
@@ -112,7 +105,7 @@ def __hash__(self):
 _ListType = TypeVar("_ListType")
 
 
-class PaginatedList(List[_ListType]):
+class PaginatedList(list[_ListType]):
     """List which can be paginated and filtered. For usage in AWS APIs with paginated responses"""
 
     DEFAULT_PAGE_SIZE = 50
@@ -123,7 +116,7 @@ def get_page(
         next_token: str = None,
         page_size: int = None,
         filter_function: Callable[[_ListType], bool] = None,
-    ) -> Tuple[List[_ListType], Optional[str]]:
+    ) -> tuple[list[_ListType], Optional[str]]:
         if filter_function is not None:
             result_list = list(filter(filter_function, self))
         else:
@@ -280,13 +273,13 @@ def pick_attributes(dictionary, paths):
     return new_dictionary
 
 
-def select_attributes(obj: Dict, attributes: List[str]) -> Dict:
+def select_attributes(obj: dict, attributes: list[str]) -> dict:
     """Select a subset of attributes from the given dict (returns a copy)"""
     attributes = attributes if is_list_or_tuple(attributes) else [attributes]
     return {k: v for k, v in obj.items() if k in attributes}
 
 
-def remove_attributes(obj: Dict, attributes: List[str], recursive: bool = False) -> Dict:
+def remove_attributes(obj: dict, attributes: list[str], recursive: bool = False) -> dict:
     """Remove a set of attributes from the given dict (in-place)"""
     from localstack.utils.objects import recurse_object
 
@@ -306,8 +299,8 @@ def _remove(o, **kwargs):
 
 
 def rename_attributes(
-    obj: Dict, old_to_new_attributes: Dict[str, str], in_place: bool = False
-) -> Dict:
+    obj: dict, old_to_new_attributes: dict[str, str], in_place: bool = False
+) -> dict:
     """Rename a set of attributes in the given dict object. Second parameter is a dict that maps old to
     new attribute names. Default is to return a copy, but can also pass in_place=True."""
     if not in_place:
@@ -322,7 +315,7 @@ def is_list_or_tuple(obj) -> bool:
     return isinstance(obj, (list, tuple))
 
 
-def ensure_list(obj: Any, wrap_none=False) -> Optional[List]:
+def ensure_list(obj: Any, wrap_none=False) -> Optional[list]:
     """Wrap the given object in a list, or return the object itself if it already is a list."""
     if obj is None and not wrap_none:
         return obj
@@ -385,7 +378,7 @@ def merge_dicts(*dicts, **kwargs):
     return result
 
 
-def remove_none_values_from_dict(dict: Dict) -> Dict:
+def remove_none_values_from_dict(dict: dict) -> dict:
     return {k: v for (k, v) in dict.items() if v is not None}
 
 
@@ -399,7 +392,7 @@ def last_index_of(array, value):
     return result
 
 
-def is_sub_dict(child_dict: Dict, parent_dict: Dict) -> bool:
+def is_sub_dict(child_dict: dict, parent_dict: dict) -> bool:
     """Returns whether the first dict is a sub-dict (subset) of the second dict."""
     return all(parent_dict.get(key) == val for key, val in child_dict.items())
 
@@ -429,7 +422,7 @@ def is_none_or_empty(obj: Union[Optional[str], Optional[list]]) -> bool:
     )
 
 
-def select_from_typed_dict(typed_dict: Type[TypedDict], obj: Dict, filter: bool = False) -> Dict:
+def select_from_typed_dict(typed_dict: type[TypedDict], obj: dict, filter: bool = False) -> dict:
     """
     Select a subset of attributes from a dictionary based on the keys of a given `TypedDict`.
     :param typed_dict: the `TypedDict` blueprint
@@ -445,10 +438,10 @@ def select_from_typed_dict(typed_dict: Type[TypedDict], obj: Dict, filter: bool
     return selection
 
 
-T = TypeVar("T", bound=Dict)
+T = TypeVar("T", bound=dict)
 
 
-def convert_to_typed_dict(typed_dict: Type[T], obj: Dict, strict: bool = False) -> T:
+def convert_to_typed_dict(typed_dict: type[T], obj: dict, strict: bool = False) -> T:
     """
     Converts the given object to the given typed dict (by calling the type constructors).
     Limitations:
@@ -482,7 +475,7 @@ def convert_to_typed_dict(typed_dict: Type[T], obj: Dict, strict: bool = False)
     return result
 
 
-def dict_multi_values(elements: Union[List, Dict]) -> Dict[str, List[Any]]:
+def dict_multi_values(elements: Union[list, dict]) -> dict[str, list[Any]]:
     """
     Return a dictionary with the original keys from the list of dictionary and the
     values are the list of values of the original dictionary.
@@ -511,7 +504,7 @@ def dict_multi_values(elements: Union[List, Dict]) -> Dict[str, List[Any]]:
 
 def split_list_by(
     lst: Iterable[ItemType], predicate: Callable[[ItemType], bool]
-) -> Tuple[List[ItemType], List[ItemType]]:
+) -> tuple[list[ItemType], list[ItemType]]:
     truthy, falsy = [], []
 
     for item in lst:
diff --git a/localstack-core/localstack/utils/config_listener.py b/localstack-core/localstack/utils/config_listener.py
index c8678baede5ae..c410c2e667240 100644
--- a/localstack-core/localstack/utils/config_listener.py
+++ b/localstack-core/localstack/utils/config_listener.py
@@ -1,7 +1,7 @@
 import json
 import logging
 import re
-from typing import Callable, List
+from typing import Callable
 
 from requests.models import Response
 
@@ -9,7 +9,7 @@
 
 LOG = logging.getLogger(__name__)
 
-CONFIG_LISTENERS: List[Callable[[str, str], None]] = []
+CONFIG_LISTENERS: list[Callable[[str, str], None]] = []
 
 
 def trigger_config_listeners(variable, new_value):
diff --git a/localstack-core/localstack/utils/container_networking.py b/localstack-core/localstack/utils/container_networking.py
index 2e54dec0672ba..1a734576fa035 100644
--- a/localstack-core/localstack/utils/container_networking.py
+++ b/localstack-core/localstack/utils/container_networking.py
@@ -12,7 +12,7 @@
 LOG = logging.getLogger(__name__)
 
 
-@lru_cache()
+@lru_cache
 def get_main_container_network() -> Optional[str]:
     """
     Gets the main network of the LocalStack container (if we run in one, bridge otherwise)
@@ -49,7 +49,7 @@ def get_main_container_network() -> Optional[str]:
     return main_container_network
 
 
-@lru_cache()
+@lru_cache
 def get_endpoint_for_network(network: Optional[str] = None) -> str:
     """
     Get the LocalStack endpoint (= IP address) on the given network.
@@ -126,7 +126,7 @@ def get_main_container_id():
         return None
 
 
-@lru_cache()
+@lru_cache
 def get_main_container_name():
     """
     Returns the container name of the LocalStack container
diff --git a/localstack-core/localstack/utils/container_utils/container_client.py b/localstack-core/localstack/utils/container_utils/container_client.py
index baac120b6ff3c..36ac6c4729120 100644
--- a/localstack-core/localstack/utils/container_utils/container_client.py
+++ b/localstack-core/localstack/utils/container_utils/container_client.py
@@ -13,13 +13,10 @@
 from pathlib import Path
 from typing import (
     Callable,
-    Dict,
-    List,
     Literal,
     NamedTuple,
     Optional,
     Protocol,
-    Tuple,
     TypedDict,
     Union,
     get_args,
@@ -157,7 +154,7 @@ def __repr__(self):
 
 
 # defines the type for port mappings (source->target port range)
-PortRange = Union[List, HashableList]
+PortRange = Union[list, HashableList]
 # defines the protocol for a port range ("tcp" or "udp")
 PortProtocol = str
 
@@ -176,7 +173,7 @@ class PortMappings:
     # bind host to be used for defining port mappings
     bind_host: str
     # maps `from` port range to `to` port range for port mappings
-    mappings: Dict[Tuple[PortRange, PortProtocol], List]
+    mappings: dict[tuple[PortRange, PortProtocol], list]
 
     def __init__(self, bind_host: str = None):
         self.bind_host = bind_host if bind_host else ""
@@ -253,7 +250,7 @@ def entry(k, v):
 
         return " ".join([entry(k, v) for k, v in self.mappings.items()])
 
-    def to_list(self) -> List[str]:  # TODO test
+    def to_list(self) -> list[str]:  # TODO test
         bind_address = f"{self.bind_host}:" if self.bind_host else ""
 
         def entry(k, v):
@@ -269,7 +266,7 @@ def entry(k, v):
 
         return [item for k, v in self.mappings.items() for item in entry(k, v)]
 
-    def to_dict(self) -> Dict[str, Union[Tuple[str, Union[int, List[int]]], int]]:
+    def to_dict(self) -> dict[str, Union[tuple[str, Union[int, list[int]]], int]]:
         bind_address = self.bind_host or ""
 
         def bind_port(bind_address, host_port):
@@ -367,7 +364,7 @@ def __repr__(self):
         return f"<PortMappings: {self.to_dict()}>"
 
 
-SimpleVolumeBind = Tuple[str, str]
+SimpleVolumeBind = tuple[str, str]
 """Type alias for a simple version of VolumeBind"""
 
 
@@ -455,9 +452,9 @@ def to_docker_sdk_parameters(self) -> tuple[str, dict[str, str]]:
 
 
 class VolumeMappings:
-    mappings: List[Union[SimpleVolumeBind, BindMount]]
+    mappings: list[Union[SimpleVolumeBind, BindMount]]
 
-    def __init__(self, mappings: List[Union[SimpleVolumeBind, BindMount, VolumeDirMount]] = None):
+    def __init__(self, mappings: list[Union[SimpleVolumeBind, BindMount, VolumeDirMount]] = None):
         self.mappings = mappings if mappings is not None else []
 
     def add(self, mapping: Union[SimpleVolumeBind, BindMount, VolumeDirMount]):
@@ -521,7 +518,7 @@ class VolumeInfo(NamedTuple):
 @dataclasses.dataclass
 class LogConfig:
     type: Literal["json-file", "syslog", "journald", "gelf", "fluentd", "none", "awslogs", "splunk"]
-    config: Dict[str, str] = dataclasses.field(default_factory=dict)
+    config: dict[str, str] = dataclasses.field(default_factory=dict)
 
 
 @dataclasses.dataclass
@@ -530,11 +527,11 @@ class ContainerConfiguration:
     name: Optional[str] = None
     volumes: VolumeMappings = dataclasses.field(default_factory=VolumeMappings)
     ports: PortMappings = dataclasses.field(default_factory=PortMappings)
-    exposed_ports: List[str] = dataclasses.field(default_factory=list)
-    entrypoint: Optional[Union[List[str], str]] = None
+    exposed_ports: list[str] = dataclasses.field(default_factory=list)
+    entrypoint: Optional[Union[list[str], str]] = None
     additional_flags: Optional[str] = None
-    command: Optional[List[str]] = None
-    env_vars: Dict[str, str] = dataclasses.field(default_factory=dict)
+    command: Optional[list[str]] = None
+    env_vars: dict[str, str] = dataclasses.field(default_factory=dict)
 
     privileged: bool = False
     remove: bool = False
@@ -544,15 +541,15 @@ class ContainerConfiguration:
 
     stdin: Optional[str] = None
     user: Optional[str] = None
-    cap_add: Optional[List[str]] = None
-    cap_drop: Optional[List[str]] = None
-    security_opt: Optional[List[str]] = None
+    cap_add: Optional[list[str]] = None
+    cap_drop: Optional[list[str]] = None
+    security_opt: Optional[list[str]] = None
     network: Optional[str] = None
     dns: Optional[str] = None
     workdir: Optional[str] = None
     platform: Optional[str] = None
-    ulimits: Optional[List[Ulimit]] = None
-    labels: Optional[Dict[str, str]] = None
+    ulimits: Optional[list[Ulimit]] = None
+    labels: Optional[dict[str, str]] = None
     init: Optional[bool] = None
     log_config: Optional[LogConfig] = None
 
@@ -577,17 +574,17 @@ class DockerRunFlags:
     create: https://docs.docker.com/engine/reference/commandline/create/
     """
 
-    env_vars: Optional[Dict[str, str]]
-    extra_hosts: Optional[Dict[str, str]]
-    labels: Optional[Dict[str, str]]
-    volumes: Optional[List[SimpleVolumeBind]]
+    env_vars: Optional[dict[str, str]]
+    extra_hosts: Optional[dict[str, str]]
+    labels: Optional[dict[str, str]]
+    volumes: Optional[list[SimpleVolumeBind]]
     network: Optional[str]
     platform: Optional[DockerPlatform]
     privileged: Optional[bool]
     ports: Optional[PortMappings]
-    ulimits: Optional[List[Ulimit]]
+    ulimits: Optional[list[Ulimit]]
     user: Optional[str]
-    dns: Optional[List[str]]
+    dns: Optional[list[str]]
 
 
 class RegistryResolverStrategy(Protocol):
@@ -621,7 +618,7 @@ def get_container_stats(self, container_name: str) -> DockerContainerStats:
         """Returns the usage statistics of the container with the given name"""
         pass
 
-    def get_networks(self, container_name: str) -> List[str]:
+    def get_networks(self, container_name: str) -> list[str]:
         LOG.debug("Getting networks for container: %s", container_name)
         container_attrs = self.inspect_container(container_name_or_id=container_name)
         return list(container_attrs["NetworkSettings"].get("Networks", {}).keys())
@@ -701,13 +698,13 @@ def remove_image(self, image: str, force: bool = True) -> None:
         """
 
     @abstractmethod
-    def list_containers(self, filter: Union[List[str], str, None] = None, all=True) -> List[dict]:
+    def list_containers(self, filter: Union[list[str], str, None] = None, all=True) -> list[dict]:
         """List all containers matching the given filters
 
         :return: A list of dicts with keys id, image, name, labels, status
         """
 
-    def get_running_container_names(self) -> List[str]:
+    def get_running_container_names(self) -> list[str]:
         """Returns a list of the names of all running containers"""
         result = self.list_containers(all=False)
         result = [container["name"] for container in result]
@@ -798,7 +795,7 @@ def get_docker_image_names(
         strip_latest: bool = True,
         include_tags: bool = True,
         strip_wellknown_repo_prefixes: bool = True,
-    ) -> List[str]:
+    ) -> list[str]:
         """
         Get all names of docker images available to the container engine
         :param strip_latest: return images both with and without :latest tag
@@ -817,13 +814,13 @@ def stream_container_logs(self, container_name_or_id: str) -> CancellableStream:
         """Returns a blocking generator you can iterate over to retrieve log output as it happens."""
 
     @abstractmethod
-    def inspect_container(self, container_name_or_id: str) -> Dict[str, Union[Dict, str]]:
+    def inspect_container(self, container_name_or_id: str) -> dict[str, Union[dict, str]]:
         """Get detailed attributes of a container.
 
         :return: Dict containing docker attributes as returned by the daemon
         """
 
-    def inspect_container_volumes(self, container_name_or_id) -> List[VolumeInfo]:
+    def inspect_container_volumes(self, container_name_or_id) -> list[VolumeInfo]:
         """Return information about the volumes mounted into the given container.
 
         :param container_name_or_id: the container name or id
@@ -838,7 +835,7 @@ def inspect_container_volumes(self, container_name_or_id) -> List[VolumeInfo]:
     @abstractmethod
     def inspect_image(
         self, image_name: str, pull: bool = True, strip_wellknown_repo_prefixes: bool = True
-    ) -> Dict[str, Union[dict, list, str]]:
+    ) -> dict[str, Union[dict, list, str]]:
         """Get detailed attributes of an image.
 
         :param image_name: Image name to inspect
@@ -864,7 +861,7 @@ def delete_network(self, network_name: str) -> None:
         """
 
     @abstractmethod
-    def inspect_network(self, network_name: str) -> Dict[str, Union[Dict, str]]:
+    def inspect_network(self, network_name: str) -> dict[str, Union[dict, str]]:
         """Get detailed attributes of an network.
 
         :return: Dict containing docker attributes as returned by the daemon
@@ -875,8 +872,8 @@ def connect_container_to_network(
         self,
         network_name: str,
         container_name_or_id: str,
-        aliases: Optional[List] = None,
-        link_local_ips: List[str] = None,
+        aliases: Optional[list] = None,
+        link_local_ips: list[str] = None,
     ) -> None:
         """
         Connects a container to a given network
@@ -911,7 +908,7 @@ def get_container_ip(self, container_name_or_id: str) -> str:
         If container has multiple networks, it will return the IP of the first
         """
 
-    def get_image_cmd(self, docker_image: str, pull: bool = True) -> List[str]:
+    def get_image_cmd(self, docker_image: str, pull: bool = True) -> list[str]:
         """Get the command for the given image
         :param docker_image: Docker image to inspect
         :param pull: Whether to pull if image is not present
@@ -988,28 +985,28 @@ def create_container(
         image_name: str,
         *,
         name: Optional[str] = None,
-        entrypoint: Optional[Union[List[str], str]] = None,
+        entrypoint: Optional[Union[list[str], str]] = None,
         remove: bool = False,
         interactive: bool = False,
         tty: bool = False,
         detach: bool = False,
-        command: Optional[Union[List[str], str]] = None,
-        volumes: Optional[Union[VolumeMappings, List[SimpleVolumeBind]]] = None,
+        command: Optional[Union[list[str], str]] = None,
+        volumes: Optional[Union[VolumeMappings, list[SimpleVolumeBind]]] = None,
         ports: Optional[PortMappings] = None,
-        exposed_ports: Optional[List[str]] = None,
-        env_vars: Optional[Dict[str, str]] = None,
+        exposed_ports: Optional[list[str]] = None,
+        env_vars: Optional[dict[str, str]] = None,
         user: Optional[str] = None,
-        cap_add: Optional[List[str]] = None,
-        cap_drop: Optional[List[str]] = None,
-        security_opt: Optional[List[str]] = None,
+        cap_add: Optional[list[str]] = None,
+        cap_drop: Optional[list[str]] = None,
+        security_opt: Optional[list[str]] = None,
         network: Optional[str] = None,
-        dns: Optional[Union[str, List[str]]] = None,
+        dns: Optional[Union[str, list[str]]] = None,
         additional_flags: Optional[str] = None,
         workdir: Optional[str] = None,
         privileged: Optional[bool] = None,
-        labels: Optional[Dict[str, str]] = None,
+        labels: Optional[dict[str, str]] = None,
         platform: Optional[DockerPlatform] = None,
-        ulimits: Optional[List[Ulimit]] = None,
+        ulimits: Optional[list[Ulimit]] = None,
         init: Optional[bool] = None,
         log_config: Optional[LogConfig] = None,
     ) -> str:
@@ -1030,26 +1027,26 @@ def run_container(
         interactive: bool = False,
         tty: bool = False,
         detach: bool = False,
-        command: Optional[Union[List[str], str]] = None,
-        volumes: Optional[Union[VolumeMappings, List[SimpleVolumeBind]]] = None,
+        command: Optional[Union[list[str], str]] = None,
+        volumes: Optional[Union[VolumeMappings, list[SimpleVolumeBind]]] = None,
         ports: Optional[PortMappings] = None,
-        exposed_ports: Optional[List[str]] = None,
-        env_vars: Optional[Dict[str, str]] = None,
+        exposed_ports: Optional[list[str]] = None,
+        env_vars: Optional[dict[str, str]] = None,
         user: Optional[str] = None,
-        cap_add: Optional[List[str]] = None,
-        cap_drop: Optional[List[str]] = None,
-        security_opt: Optional[List[str]] = None,
+        cap_add: Optional[list[str]] = None,
+        cap_drop: Optional[list[str]] = None,
+        security_opt: Optional[list[str]] = None,
         network: Optional[str] = None,
         dns: Optional[str] = None,
         additional_flags: Optional[str] = None,
         workdir: Optional[str] = None,
-        labels: Optional[Dict[str, str]] = None,
+        labels: Optional[dict[str, str]] = None,
         platform: Optional[DockerPlatform] = None,
         privileged: Optional[bool] = None,
-        ulimits: Optional[List[Ulimit]] = None,
+        ulimits: Optional[list[Ulimit]] = None,
         init: Optional[bool] = None,
         log_config: Optional[LogConfig] = None,
-    ) -> Tuple[bytes, bytes]:
+    ) -> tuple[bytes, bytes]:
         """Creates and runs a given docker container
 
         :return: A tuple (stdout, stderr)
@@ -1057,7 +1054,7 @@ def run_container(
 
     def run_container_from_config(
         self, container_config: ContainerConfiguration
-    ) -> Tuple[bytes, bytes]:
+    ) -> tuple[bytes, bytes]:
         """Like ``run_container`` but uses the parameters from the configuration."""
 
         return self.run_container(
@@ -1093,14 +1090,14 @@ def run_container_from_config(
     def exec_in_container(
         self,
         container_name_or_id: str,
-        command: Union[List[str], str],
+        command: Union[list[str], str],
         interactive: bool = False,
         detach: bool = False,
-        env_vars: Optional[Dict[str, Optional[str]]] = None,
+        env_vars: Optional[dict[str, Optional[str]]] = None,
         stdin: Optional[bytes] = None,
         user: Optional[str] = None,
         workdir: Optional[str] = None,
-    ) -> Tuple[bytes, bytes]:
+    ) -> tuple[bytes, bytes]:
         """Execute a given command in a container
 
         :return: A tuple (stdout, stderr)
@@ -1114,7 +1111,7 @@ def start_container(
         interactive: bool = False,
         attach: bool = False,
         flags: Optional[str] = None,
-    ) -> Tuple[bytes, bytes]:
+    ) -> tuple[bytes, bytes]:
         """Start a given, already created container
 
         :return: A tuple (stdout, stderr) if attach or interactive is set, otherwise a tuple (b"container_name_or_id", b"")
@@ -1147,7 +1144,7 @@ def format_env_vars(key: str, value: Optional[str]):
         return f"{key}={value}"
 
     @classmethod
-    def create_env_vars_file_flag(cls, env_vars: Dict) -> Tuple[List[str], Optional[str]]:
+    def create_env_vars_file_flag(cls, env_vars: dict) -> tuple[list[str], Optional[str]]:
         if not env_vars:
             return [], None
         result = []
@@ -1185,14 +1182,14 @@ def mountable_tmp_file():
         return f
 
     @staticmethod
-    def append_without_latest(image_names: List[str]):
+    def append_without_latest(image_names: list[str]):
         suffix = ":latest"
         for image in list(image_names):
             if image.endswith(suffix):
                 image_names.append(image[: -len(suffix)])
 
     @staticmethod
-    def strip_wellknown_repo_prefixes(image_names: List[str]) -> List[str]:
+    def strip_wellknown_repo_prefixes(image_names: list[str]) -> list[str]:
         """
         Remove well-known repo prefixes like `localhost/` or `docker.io/library/` from the list of given
         image names. This is mostly to ensure compatibility of our Docker client with Podman API responses.
@@ -1238,7 +1235,7 @@ def untar_to_path(tardata, target_path):
                     LOG.debug("File to copy empty, ignoring...")
 
     @staticmethod
-    def _read_docker_cli_env_file(env_file: str) -> Dict[str, str]:
+    def _read_docker_cli_env_file(env_file: str) -> dict[str, str]:
         """
         Read an environment file in docker CLI format, specified here:
         https://docs.docker.com/reference/cli/docker/container/run/#env
@@ -1247,7 +1244,7 @@ def _read_docker_cli_env_file(env_file: str) -> Dict[str, str]:
         """
         env_vars = {}
         try:
-            with open(env_file, mode="rt") as f:
+            with open(env_file) as f:
                 env_file_lines = f.readlines()
         except FileNotFoundError as e:
             LOG.error(
@@ -1280,16 +1277,16 @@ def _read_docker_cli_env_file(env_file: str) -> Dict[str, str]:
     @staticmethod
     def parse_additional_flags(
         additional_flags: str,
-        env_vars: Optional[Dict[str, str]] = None,
-        labels: Optional[Dict[str, str]] = None,
-        volumes: Optional[List[SimpleVolumeBind]] = None,
+        env_vars: Optional[dict[str, str]] = None,
+        labels: Optional[dict[str, str]] = None,
+        volumes: Optional[list[SimpleVolumeBind]] = None,
         network: Optional[str] = None,
         platform: Optional[DockerPlatform] = None,
         ports: Optional[PortMappings] = None,
         privileged: Optional[bool] = None,
         user: Optional[str] = None,
-        ulimits: Optional[List[Ulimit]] = None,
-        dns: Optional[Union[str, List[str]]] = None,
+        ulimits: Optional[list[Ulimit]] = None,
+        dns: Optional[Union[str, list[str]]] = None,
     ) -> DockerRunFlags:
         """Parses additional CLI-formatted Docker flags, which could overwrite provided defaults.
         :param additional_flags: String which contains the flag definitions inspired by the Docker CLI reference:
@@ -1510,8 +1507,8 @@ def parse_additional_flags(
 
     @staticmethod
     def convert_mount_list_to_dict(
-        volumes: Union[List[SimpleVolumeBind], VolumeMappings],
-    ) -> Dict[str, Dict[str, str]]:
+        volumes: Union[list[SimpleVolumeBind], VolumeMappings],
+    ) -> dict[str, dict[str, str]]:
         """Converts a List of (host_path, container_path) tuples to a Dict suitable as volume argument for docker sdk"""
 
         def _map_to_dict(paths: SimpleVolumeBind | BindMount | VolumeDirMount):
diff --git a/localstack-core/localstack/utils/container_utils/docker_cmd_client.py b/localstack-core/localstack/utils/container_utils/docker_cmd_client.py
index ebb5dc7a10dd0..2de4e059c1b42 100644
--- a/localstack-core/localstack/utils/container_utils/docker_cmd_client.py
+++ b/localstack-core/localstack/utils/container_utils/docker_cmd_client.py
@@ -6,7 +6,7 @@
 import re
 import shlex
 import subprocess
-from typing import Callable, Dict, List, Optional, Tuple, Union
+from typing import Callable, Optional, Union
 
 from localstack import config
 from localstack.utils.collections import ensure_list
@@ -98,7 +98,7 @@ class CmdDockerClient(ContainerClient):
 
     default_run_outfile: Optional[str] = None
 
-    def _docker_cmd(self) -> List[str]:
+    def _docker_cmd(self) -> list[str]:
         """
         Get the configured, tested Docker CMD.
         :return: string to be used for running Docker commands
@@ -281,7 +281,7 @@ def remove_container(self, container_name: str, force=True, check_existence=Fals
                 "Docker process returned with errorcode %s" % e.returncode, e.stdout, e.stderr
             ) from e
 
-    def list_containers(self, filter: Union[List[str], str, None] = None, all=True) -> List[dict]:
+    def list_containers(self, filter: Union[list[str], str, None] = None, all=True) -> list[dict]:
         filter = [filter] if isinstance(filter, str) else filter
         cmd = self._docker_cmd()
         cmd.append("ps")
@@ -489,7 +489,7 @@ def stream_container_logs(self, container_name_or_id: str) -> CancellableStream:
 
         return CancellableProcessStream(process)
 
-    def _inspect_object(self, object_name_or_id: str) -> Dict[str, Union[dict, list, str]]:
+    def _inspect_object(self, object_name_or_id: str) -> dict[str, Union[dict, list, str]]:
         cmd = self._docker_cmd()
         cmd += ["inspect", "--format", "{{json .}}", object_name_or_id]
         try:
@@ -516,7 +516,7 @@ def _inspect_object(self, object_name_or_id: str) -> Dict[str, Union[dict, list,
             )
         return object_data
 
-    def inspect_container(self, container_name_or_id: str) -> Dict[str, Union[Dict, str]]:
+    def inspect_container(self, container_name_or_id: str) -> dict[str, Union[dict, str]]:
         try:
             return self._inspect_object(container_name_or_id)
         except NoSuchObject as e:
@@ -527,7 +527,7 @@ def inspect_image(
         image_name: str,
         pull: bool = True,
         strip_wellknown_repo_prefixes: bool = True,
-    ) -> Dict[str, Union[dict, list, str]]:
+    ) -> dict[str, Union[dict, list, str]]:
         image_name = self.registry_resolver_strategy.resolve(image_name)
         try:
             result = self._inspect_object(image_name)
@@ -569,7 +569,7 @@ def delete_network(self, network_name: str) -> None:
                     "Docker process returned with errorcode %s" % e.returncode, e.stdout, e.stderr
                 ) from e
 
-    def inspect_network(self, network_name: str) -> Dict[str, Union[Dict, str]]:
+    def inspect_network(self, network_name: str) -> dict[str, Union[dict, str]]:
         try:
             return self._inspect_object(network_name)
         except NoSuchObject as e:
@@ -579,8 +579,8 @@ def connect_container_to_network(
         self,
         network_name: str,
         container_name_or_id: str,
-        aliases: Optional[List] = None,
-        link_local_ips: List[str] = None,
+        aliases: Optional[list] = None,
+        link_local_ips: list[str] = None,
     ) -> None:
         LOG.debug(
             "Connecting container '%s' to network '%s' with aliases '%s'",
@@ -657,7 +657,7 @@ def login(self, username: str, password: str, registry: Optional[str] = None) ->
                 "Docker process returned with errorcode %s" % e.returncode, e.stdout, e.stderr
             ) from e
 
-    @functools.lru_cache(maxsize=None)
+    @functools.cache
     def has_docker(self) -> bool:
         try:
             # do not use self._docker_cmd here (would result in a loop)
@@ -685,7 +685,7 @@ def create_container(self, image_name: str, **kwargs) -> str:
         finally:
             Util.rm_env_vars_file(env_file)
 
-    def run_container(self, image_name: str, stdin=None, **kwargs) -> Tuple[bytes, bytes]:
+    def run_container(self, image_name: str, stdin=None, **kwargs) -> tuple[bytes, bytes]:
         image_name = self.registry_resolver_strategy.resolve(image_name)
         cmd, env_file = self._build_run_create_cmd("run", image_name, **kwargs)
         LOG.debug("Run container with cmd: %s", cmd)
@@ -701,14 +701,14 @@ def run_container(self, image_name: str, stdin=None, **kwargs) -> Tuple[bytes, b
     def exec_in_container(
         self,
         container_name_or_id: str,
-        command: Union[List[str], str],
+        command: Union[list[str], str],
         interactive=False,
         detach=False,
-        env_vars: Optional[Dict[str, Optional[str]]] = None,
+        env_vars: Optional[dict[str, Optional[str]]] = None,
         stdin: Optional[bytes] = None,
         user: Optional[str] = None,
         workdir: Optional[str] = None,
-    ) -> Tuple[bytes, bytes]:
+    ) -> tuple[bytes, bytes]:
         env_file = None
         cmd = self._docker_cmd()
         cmd.append("exec")
@@ -724,7 +724,7 @@ def exec_in_container(
             env_flag, env_file = Util.create_env_vars_file_flag(env_vars)
             cmd += env_flag
         cmd.append(container_name_or_id)
-        cmd += command if isinstance(command, List) else [command]
+        cmd += command if isinstance(command, list) else [command]
         LOG.debug("Execute command in container: %s", cmd)
         try:
             return self._run_async_cmd(cmd, stdin, container_name_or_id)
@@ -738,7 +738,7 @@ def start_container(
         interactive: bool = False,
         attach: bool = False,
         flags: Optional[str] = None,
-    ) -> Tuple[bytes, bytes]:
+    ) -> tuple[bytes, bytes]:
         cmd = self._docker_cmd() + ["start"]
         if flags:
             cmd.append(flags)
@@ -756,8 +756,8 @@ def attach_to_container(self, container_name_or_id: str):
         return self._run_async_cmd(cmd, stdin=None, container_name=container_name_or_id)
 
     def _run_async_cmd(
-        self, cmd: List[str], stdin: bytes, container_name: str, image_name=None
-    ) -> Tuple[bytes, bytes]:
+        self, cmd: list[str], stdin: bytes, container_name: str, image_name=None
+    ) -> tuple[bytes, bytes]:
         kwargs = {
             "inherit_env": True,
             "asynchronous": True,
@@ -796,31 +796,31 @@ def _build_run_create_cmd(
         image_name: str,
         *,
         name: Optional[str] = None,
-        entrypoint: Optional[Union[List[str], str]] = None,
+        entrypoint: Optional[Union[list[str], str]] = None,
         remove: bool = False,
         interactive: bool = False,
         tty: bool = False,
         detach: bool = False,
-        command: Optional[Union[List[str], str]] = None,
-        volumes: Optional[List[SimpleVolumeBind]] = None,
+        command: Optional[Union[list[str], str]] = None,
+        volumes: Optional[list[SimpleVolumeBind]] = None,
         ports: Optional[PortMappings] = None,
-        exposed_ports: Optional[List[str]] = None,
-        env_vars: Optional[Dict[str, str]] = None,
+        exposed_ports: Optional[list[str]] = None,
+        env_vars: Optional[dict[str, str]] = None,
         user: Optional[str] = None,
-        cap_add: Optional[List[str]] = None,
-        cap_drop: Optional[List[str]] = None,
-        security_opt: Optional[List[str]] = None,
+        cap_add: Optional[list[str]] = None,
+        cap_drop: Optional[list[str]] = None,
+        security_opt: Optional[list[str]] = None,
         network: Optional[str] = None,
-        dns: Optional[Union[str, List[str]]] = None,
+        dns: Optional[Union[str, list[str]]] = None,
         additional_flags: Optional[str] = None,
         workdir: Optional[str] = None,
         privileged: Optional[bool] = None,
-        labels: Optional[Dict[str, str]] = None,
+        labels: Optional[dict[str, str]] = None,
         platform: Optional[DockerPlatform] = None,
-        ulimits: Optional[List[Ulimit]] = None,
+        ulimits: Optional[list[Ulimit]] = None,
         init: Optional[bool] = None,
         log_config: Optional[LogConfig] = None,
-    ) -> Tuple[List[str], str]:
+    ) -> tuple[list[str], str]:
         env_file = None
         cmd = self._docker_cmd() + [action]
         if remove:
@@ -888,7 +888,7 @@ def _build_run_create_cmd(
             cmd += shlex.split(additional_flags)
         cmd.append(image_name)
         if command:
-            cmd += command if isinstance(command, List) else [command]
+            cmd += command if isinstance(command, list) else [command]
         return cmd, env_file
 
     @staticmethod
@@ -922,13 +922,13 @@ def _check_and_raise_no_such_container_error(
         if any(msg.lower() in process_stdout_lower for msg in error_messages):
             raise NoSuchContainer(container_name_or_id, stdout=error.stdout, stderr=error.stderr)
 
-    def _transform_container_labels(self, labels: Union[str, Dict[str, str]]) -> Dict[str, str]:
+    def _transform_container_labels(self, labels: Union[str, dict[str, str]]) -> dict[str, str]:
         """
         Transforms the container labels returned by the docker command from the key-value pair format to a dict
         :param labels: Input string, comma separated key value pairs. Example: key1=value1,key2=value2
         :return: Dict representation of the passed values, example: {"key1": "value1", "key2": "value2"}
         """
-        if isinstance(labels, Dict):
+        if isinstance(labels, dict):
             return labels
 
         labels = labels.split(",")
diff --git a/localstack-core/localstack/utils/container_utils/docker_sdk_client.py b/localstack-core/localstack/utils/container_utils/docker_sdk_client.py
index a01761d20d44f..21f3f4c123cf5 100644
--- a/localstack-core/localstack/utils/container_utils/docker_sdk_client.py
+++ b/localstack-core/localstack/utils/container_utils/docker_sdk_client.py
@@ -6,9 +6,9 @@
 import re
 import socket
 import threading
-from functools import lru_cache
+from functools import cache
 from time import sleep
-from typing import Callable, Dict, List, Optional, Tuple, Union, cast
+from typing import Callable, Optional, Union, cast
 from urllib.parse import quote
 
 import docker
@@ -278,7 +278,7 @@ def remove_container(self, container_name: str, force=True, check_existence=Fals
         except APIError as e:
             raise ContainerException() from e
 
-    def list_containers(self, filter: Union[List[str], str, None] = None, all=True) -> List[dict]:
+    def list_containers(self, filter: Union[list[str], str, None] = None, all=True) -> list[dict]:
         if filter:
             filter = [filter] if isinstance(filter, str) else filter
             filter = dict([f.split("=", 1) for f in filter])
@@ -344,7 +344,7 @@ def pull_image(
         # some path in the docker image string indicates a custom repository
 
         docker_image = self.registry_resolver_strategy.resolve(docker_image)
-        kwargs: Dict[str, Union[str, bool]] = {"platform": platform}
+        kwargs: dict[str, Union[str, bool]] = {"platform": platform}
         try:
             if log_handler:
                 # Use a lower-level API, as the 'stream' argument is not available in the higher-level `pull`-API
@@ -466,7 +466,7 @@ def stream_container_logs(self, container_name_or_id: str) -> CancellableStream:
         except APIError as e:
             raise ContainerException() from e
 
-    def inspect_container(self, container_name_or_id: str) -> Dict[str, Union[Dict, str]]:
+    def inspect_container(self, container_name_or_id: str) -> dict[str, Union[dict, str]]:
         try:
             return self.client().containers.get(container_name_or_id).attrs
         except NotFound:
@@ -479,7 +479,7 @@ def inspect_image(
         image_name: str,
         pull: bool = True,
         strip_wellknown_repo_prefixes: bool = True,
-    ) -> Dict[str, Union[dict, list, str]]:
+    ) -> dict[str, Union[dict, list, str]]:
         image_name = self.registry_resolver_strategy.resolve(image_name)
         try:
             result = self.client().images.get(image_name).attrs
@@ -513,7 +513,7 @@ def delete_network(self, network_name: str) -> None:
         except APIError as e:
             raise ContainerException() from e
 
-    def inspect_network(self, network_name: str) -> Dict[str, Union[Dict, str]]:
+    def inspect_network(self, network_name: str) -> dict[str, Union[dict, str]]:
         try:
             return self.client().networks.get(network_name).attrs
         except NotFound:
@@ -525,8 +525,8 @@ def connect_container_to_network(
         self,
         network_name: str,
         container_name_or_id: str,
-        aliases: Optional[List] = None,
-        link_local_ips: List[str] = None,
+        aliases: Optional[list] = None,
+        link_local_ips: list[str] = None,
     ) -> None:
         LOG.debug(
             "Connecting container '%s' to network '%s' with aliases '%s'",
@@ -574,7 +574,7 @@ def get_container_ip(self, container_name_or_id: str) -> str:
             LOG.info("Container has more than one assigned network. Picking the first one...")
         return networks[network_names[0]]["IPAddress"]
 
-    @lru_cache(maxsize=None)
+    @cache
     def has_docker(self) -> bool:
         try:
             if not self.docker_client:
@@ -620,7 +620,7 @@ def start_container(
         interactive: bool = False,
         attach: bool = False,
         flags: Optional[str] = None,
-    ) -> Tuple[bytes, bytes]:
+    ) -> tuple[bytes, bytes]:
         LOG.debug("Starting container %s", container_name_or_id)
         try:
             container = self.client().containers.get(container_name_or_id)
@@ -702,28 +702,28 @@ def create_container(
         image_name: str,
         *,
         name: Optional[str] = None,
-        entrypoint: Optional[Union[List[str], str]] = None,
+        entrypoint: Optional[Union[list[str], str]] = None,
         remove: bool = False,
         interactive: bool = False,
         tty: bool = False,
         detach: bool = False,
-        command: Optional[Union[List[str], str]] = None,
-        volumes: Optional[List[SimpleVolumeBind]] = None,
+        command: Optional[Union[list[str], str]] = None,
+        volumes: Optional[list[SimpleVolumeBind]] = None,
         ports: Optional[PortMappings] = None,
-        exposed_ports: Optional[List[str]] = None,
-        env_vars: Optional[Dict[str, str]] = None,
+        exposed_ports: Optional[list[str]] = None,
+        env_vars: Optional[dict[str, str]] = None,
         user: Optional[str] = None,
-        cap_add: Optional[List[str]] = None,
-        cap_drop: Optional[List[str]] = None,
-        security_opt: Optional[List[str]] = None,
+        cap_add: Optional[list[str]] = None,
+        cap_drop: Optional[list[str]] = None,
+        security_opt: Optional[list[str]] = None,
         network: Optional[str] = None,
-        dns: Optional[Union[str, List[str]]] = None,
+        dns: Optional[Union[str, list[str]]] = None,
         additional_flags: Optional[str] = None,
         workdir: Optional[str] = None,
         privileged: Optional[bool] = None,
-        labels: Optional[Dict[str, str]] = None,
+        labels: Optional[dict[str, str]] = None,
         platform: Optional[DockerPlatform] = None,
-        ulimits: Optional[List[Ulimit]] = None,
+        ulimits: Optional[list[Ulimit]] = None,
         init: Optional[bool] = None,
         log_config: Optional[LogConfig] = None,
     ) -> str:
@@ -838,26 +838,26 @@ def run_container(
         interactive: bool = False,
         tty: bool = False,
         detach: bool = False,
-        command: Optional[Union[List[str], str]] = None,
-        volumes: Optional[List[SimpleVolumeBind]] = None,
+        command: Optional[Union[list[str], str]] = None,
+        volumes: Optional[list[SimpleVolumeBind]] = None,
         ports: Optional[PortMappings] = None,
-        exposed_ports: Optional[List[str]] = None,
-        env_vars: Optional[Dict[str, str]] = None,
+        exposed_ports: Optional[list[str]] = None,
+        env_vars: Optional[dict[str, str]] = None,
         user: Optional[str] = None,
-        cap_add: Optional[List[str]] = None,
-        cap_drop: Optional[List[str]] = None,
-        security_opt: Optional[List[str]] = None,
+        cap_add: Optional[list[str]] = None,
+        cap_drop: Optional[list[str]] = None,
+        security_opt: Optional[list[str]] = None,
         network: Optional[str] = None,
         dns: Optional[str] = None,
         additional_flags: Optional[str] = None,
         workdir: Optional[str] = None,
-        labels: Optional[Dict[str, str]] = None,
+        labels: Optional[dict[str, str]] = None,
         platform: Optional[DockerPlatform] = None,
         privileged: Optional[bool] = None,
-        ulimits: Optional[List[Ulimit]] = None,
+        ulimits: Optional[list[Ulimit]] = None,
         init: Optional[bool] = None,
         log_config: Optional[LogConfig] = None,
-    ) -> Tuple[bytes, bytes]:
+    ) -> tuple[bytes, bytes]:
         LOG.debug("Running container with image: %s", image_name)
         container = None
         try:
@@ -903,14 +903,14 @@ def run_container(
     def exec_in_container(
         self,
         container_name_or_id: str,
-        command: Union[List[str], str],
+        command: Union[list[str], str],
         interactive=False,
         detach=False,
-        env_vars: Optional[Dict[str, Optional[str]]] = None,
+        env_vars: Optional[dict[str, Optional[str]]] = None,
         stdin: Optional[bytes] = None,
         user: Optional[str] = None,
         workdir: Optional[str] = None,
-    ) -> Tuple[bytes, bytes]:
+    ) -> tuple[bytes, bytes]:
         LOG.debug("Executing command in container %s: %s", container_name_or_id, command)
         try:
             container: Container = self.client().containers.get(container_name_or_id)
diff --git a/localstack-core/localstack/utils/crypto.py b/localstack-core/localstack/utils/crypto.py
index bd7150d96b871..88fd2ead0ac9c 100644
--- a/localstack-core/localstack/utils/crypto.py
+++ b/localstack-core/localstack/utils/crypto.py
@@ -3,7 +3,6 @@
 import os
 import re
 import threading
-from typing import Tuple
 
 from cryptography.hazmat.backends import default_backend
 from cryptography.hazmat.primitives.ciphers import Cipher, algorithms, modes
@@ -105,7 +104,7 @@ def store_cert_key_files(base_filename):
     cert.set_pubkey(k)
     alt_names = (
         f"DNS:localhost,DNS:test.localhost.atlassian.io,DNS:localhost.localstack.cloud,DNS:{host_definition.host}IP:127.0.0.1"
-    ).encode("utf8")
+    ).encode()
     cert.add_extensions(
         [
             crypto.X509Extension(b"subjectAltName", False, alt_names),
@@ -165,7 +164,7 @@ def unpad(s: bytes) -> bytes:
     return s[0 : -s[-1]]
 
 
-def encrypt(key: bytes, message: bytes, iv: bytes = None, aad: bytes = None) -> Tuple[bytes, bytes]:
+def encrypt(key: bytes, message: bytes, iv: bytes = None, aad: bytes = None) -> tuple[bytes, bytes]:
     iv = iv or b"0" * BLOCK_SIZE
     cipher = Cipher(algorithms.AES(key), modes.GCM(iv), backend=default_backend())
     encryptor = cipher.encryptor()
diff --git a/localstack-core/localstack/utils/diagnose.py b/localstack-core/localstack/utils/diagnose.py
index 36b0b079631f9..e75dfd2163daa 100644
--- a/localstack-core/localstack/utils/diagnose.py
+++ b/localstack-core/localstack/utils/diagnose.py
@@ -3,7 +3,7 @@
 import inspect
 import os
 import socket
-from typing import Dict, List, Optional, Union
+from typing import Optional, Union
 
 from localstack import config
 from localstack.constants import DEFAULT_VOLUME_DIR
@@ -41,7 +41,7 @@
 INSPECT_DIRECTORIES = [DEFAULT_VOLUME_DIR, "/tmp"]
 
 
-def get_localstack_logs() -> Dict:
+def get_localstack_logs() -> dict:
     try:
         result = DOCKER_CLIENT.get_container_logs(get_main_container_name())
     except Exception as e:
@@ -50,7 +50,7 @@ def get_localstack_logs() -> Dict:
     return {"docker": result}
 
 
-def get_localstack_config() -> Dict:
+def get_localstack_config() -> dict:
     result = {}
     for k, v in inspect.getmembers(config):
         if k in EXCLUDE_CONFIG_KEYS:
@@ -77,14 +77,14 @@ def get_localstack_config() -> Dict:
     return result
 
 
-def inspect_main_container() -> Union[str, Dict]:
+def inspect_main_container() -> Union[str, dict]:
     try:
         return DOCKER_CLIENT.inspect_container(get_main_container_name())
     except Exception as e:
         return f"inspect failed: {e}"
 
 
-def get_localstack_version() -> Dict[str, Optional[str]]:
+def get_localstack_version() -> dict[str, Optional[str]]:
     return {
         "build-date": os.environ.get("LOCALSTACK_BUILD_DATE"),
         "build-git-hash": os.environ.get("LOCALSTACK_BUILD_GIT_HASH"),
@@ -92,7 +92,7 @@ def get_localstack_version() -> Dict[str, Optional[str]]:
     }
 
 
-def resolve_endpoints() -> Dict[str, str]:
+def resolve_endpoints() -> dict[str, str]:
     result = {}
     for endpoint in ENDPOINT_RESOLVE_LIST:
         try:
@@ -103,7 +103,7 @@ def resolve_endpoints() -> Dict[str, str]:
     return result
 
 
-def get_important_image_hashes() -> Dict[str, str]:
+def get_important_image_hashes() -> dict[str, str]:
     result = {}
     for image in DIAGNOSE_IMAGES:
         try:
@@ -116,17 +116,17 @@ def get_important_image_hashes() -> Dict[str, str]:
     return result
 
 
-def get_service_stats() -> Dict[str, str]:
+def get_service_stats() -> dict[str, str]:
     from localstack.services.plugins import SERVICE_PLUGINS
 
     return {service: state.value for service, state in SERVICE_PLUGINS.get_states().items()}
 
 
-def get_file_tree() -> Dict[str, List[str]]:
+def get_file_tree() -> dict[str, list[str]]:
     return {d: traverse_file_tree(d) for d in INSPECT_DIRECTORIES}
 
 
-def traverse_file_tree(root: str) -> List[str]:
+def traverse_file_tree(root: str) -> list[str]:
     try:
         result = []
         if config.in_docker():
@@ -137,7 +137,7 @@ def traverse_file_tree(root: str) -> List[str]:
         return ["traversing files failed %s" % e]
 
 
-def get_docker_image_details() -> Dict[str, str]:
+def get_docker_image_details() -> dict[str, str]:
     try:
         image = DOCKER_CLIENT.inspect_container(get_main_container_name())["Config"]["Image"]
     except ContainerException:
diff --git a/localstack-core/localstack/utils/docker_utils.py b/localstack-core/localstack/utils/docker_utils.py
index 9ff5f57134ca6..977521c0ff59f 100644
--- a/localstack-core/localstack/utils/docker_utils.py
+++ b/localstack-core/localstack/utils/docker_utils.py
@@ -2,7 +2,7 @@
 import logging
 import platform
 import random
-from typing import List, Optional, Union
+from typing import Optional, Union
 
 from localstack import config
 from localstack.constants import DEFAULT_VOLUME_DIR, DOCKER_IMAGE_NAME
@@ -74,11 +74,11 @@ def get_current_container_id() -> str:
     return container_id
 
 
-def inspect_current_container_mounts() -> List[VolumeInfo]:
+def inspect_current_container_mounts() -> list[VolumeInfo]:
     return DOCKER_CLIENT.inspect_container_volumes(get_current_container_id())
 
 
-@functools.lru_cache()
+@functools.lru_cache
 def get_default_volume_dir_mount() -> Optional[VolumeInfo]:
     """
     Returns the volume information of LocalStack's DEFAULT_VOLUME_DIR (/var/lib/localstack), if mounted,
@@ -132,7 +132,7 @@ def get_host_path_for_path_in_docker(path):
 
 
 def container_ports_can_be_bound(
-    ports: Union[IntOrPort, List[IntOrPort]],
+    ports: Union[IntOrPort, list[IntOrPort]],
     address: Optional[str] = None,
 ) -> bool:
     """Determine whether a given list of ports can be bound by Docker containers
diff --git a/localstack-core/localstack/utils/files.py b/localstack-core/localstack/utils/files.py
index 97699f151e3a2..3fbb271dd5d59 100644
--- a/localstack-core/localstack/utils/files.py
+++ b/localstack-core/localstack/utils/files.py
@@ -6,13 +6,12 @@
 import stat
 import tempfile
 from pathlib import Path
-from typing import Dict
 
 LOG = logging.getLogger(__name__)
 TMP_FILES = []
 
 
-def parse_config_file(file_or_str: str, single_section: bool = True) -> Dict:
+def parse_config_file(file_or_str: str, single_section: bool = True) -> dict:
     """Parse the given properties config file/string and return a dict of section->key->value.
     If the config contains a single section, and 'single_section' is True, returns"""
 
diff --git a/localstack-core/localstack/utils/functions.py b/localstack-core/localstack/utils/functions.py
index 0640a84fea2a0..63706cf9d44c0 100644
--- a/localstack-core/localstack/utils/functions.py
+++ b/localstack-core/localstack/utils/functions.py
@@ -3,7 +3,7 @@
 import functools
 import inspect
 import logging
-from typing import Any, Callable, Dict, Optional, Tuple
+from typing import Any, Callable, Optional
 
 LOG = logging.getLogger(__name__)
 
@@ -19,7 +19,7 @@ def run_safe(_python_lambda, *args, _default=None, **kwargs):
 
 
 def call_safe(
-    func: Callable, args: Tuple = None, kwargs: Dict = None, exception_message: str = None
+    func: Callable, args: tuple = None, kwargs: dict = None, exception_message: str = None
 ) -> Optional[Any]:
     """
     Call the given function with the given arguments, and if it fails, log the given exception_message.
diff --git a/localstack-core/localstack/utils/http.py b/localstack-core/localstack/utils/http.py
index 3e012fd71dad3..6d6d3704cee8d 100644
--- a/localstack-core/localstack/utils/http.py
+++ b/localstack-core/localstack/utils/http.py
@@ -2,7 +2,7 @@
 import math
 import os
 import re
-from typing import Dict, Optional, Union
+from typing import Optional, Union
 from urllib.parse import parse_qs, parse_qsl, urlencode, urlparse, urlunparse
 
 import requests
@@ -54,7 +54,7 @@ def create_chunked_data(data, chunk_size: int = 80):
     return ret
 
 
-def canonicalize_headers(headers: Union[Dict, CaseInsensitiveDict]) -> Dict:
+def canonicalize_headers(headers: Union[dict, CaseInsensitiveDict]) -> dict:
     if not headers:
         return headers
 
@@ -76,7 +76,7 @@ def add_path_parameters_to_url(uri: str, path_params: list):
     return urlunparse(url._replace(path=new_path))
 
 
-def add_query_params_to_url(uri: str, query_params: Dict) -> str:
+def add_query_params_to_url(uri: str, query_params: dict) -> str:
     """
     Add query parameters to the uri.
     :param uri: the base uri it can contains path arguments and query parameters
@@ -103,7 +103,7 @@ def add_query_params_to_url(uri: str, query_params: Dict) -> str:
 
 
 def make_http_request(
-    url: str, data: Union[bytes, str] = None, headers: Dict[str, str] = None, method: str = "GET"
+    url: str, data: Union[bytes, str] = None, headers: dict[str, str] = None, method: str = "GET"
 ) -> Response:
     return requests.request(
         url=url, method=method, headers=headers, data=data, auth=NetrcBypassAuth(), verify=False
@@ -141,7 +141,7 @@ def _wrapper(*args, **kwargs):
 safe_requests = _RequestsSafe()
 
 
-def parse_request_data(method: str, path: str, data=None, headers=None) -> Dict:
+def parse_request_data(method: str, path: str, data=None, headers=None) -> dict:
     """Extract request data either from query string as well as request body (e.g., for POST)."""
     result = {}
     headers = headers or {}
@@ -165,7 +165,7 @@ def parse_request_data(method: str, path: str, data=None, headers=None) -> Dict:
     return result
 
 
-def get_proxies() -> Dict[str, str]:
+def get_proxies() -> dict[str, str]:
     proxy_map = {}
     if config.OUTBOUND_HTTP_PROXY:
         proxy_map["http"] = config.OUTBOUND_HTTP_PROXY
diff --git a/localstack-core/localstack/utils/iputils.py b/localstack-core/localstack/utils/iputils.py
index b28ea2215c3c5..4e738c4367b2a 100644
--- a/localstack-core/localstack/utils/iputils.py
+++ b/localstack-core/localstack/utils/iputils.py
@@ -6,7 +6,8 @@
 import ipaddress
 import json
 import subprocess as sp
-from typing import Any, Generator, TypedDict
+from collections.abc import Generator
+from typing import Any, TypedDict
 
 from cachetools import TTLCache, cached
 
diff --git a/localstack-core/localstack/utils/json.py b/localstack-core/localstack/utils/json.py
index e2edcf3b4df35..5a51c8f2f0734 100644
--- a/localstack-core/localstack/utils/json.py
+++ b/localstack-core/localstack/utils/json.py
@@ -78,7 +78,7 @@ def load(self):
         if os.path.isdir(self.path):
             raise IsADirectoryError
 
-        with open(self.path, "r") as fd:
+        with open(self.path) as fd:
             self.update(json.load(fd))
 
     def save(self):
diff --git a/localstack-core/localstack/utils/net.py b/localstack-core/localstack/utils/net.py
index c01c34f900f82..8a6d858cb64ac 100644
--- a/localstack-core/localstack/utils/net.py
+++ b/localstack-core/localstack/utils/net.py
@@ -3,8 +3,9 @@
 import re
 import socket
 import threading
+from collections.abc import MutableMapping
 from contextlib import closing
-from typing import Any, List, MutableMapping, NamedTuple, Optional, Union
+from typing import Any, NamedTuple, Optional, Union
 from urllib.parse import urlparse
 
 import dns.resolver
@@ -56,7 +57,7 @@ def is_port_open(
     port_or_url: Union[int, str],
     http_path: str = None,
     expect_success: bool = True,
-    protocols: Optional[Union[str, List[str]]] = None,
+    protocols: Optional[Union[str, list[str]]] = None,
     quiet: bool = True,
 ):
     from localstack.utils.http import safe_requests
@@ -92,7 +93,7 @@ def is_port_open(
                         answers = resolver.query("google.com", "A")
                         assert len(answers) > 0
                     else:
-                        sock.sendto(bytes(), (host, port))
+                        sock.sendto(b"", (host, port))
                         sock.recvfrom(1024)
                 except Exception:
                     if not quiet:
@@ -190,7 +191,7 @@ def port_can_be_bound(port: IntOrPort, address: str = "") -> bool:
         return False
 
 
-def get_free_udp_port(blocklist: List[int] = None) -> int:
+def get_free_udp_port(blocklist: list[int] = None) -> int:
     blocklist = blocklist or []
     for i in range(10):
         udp = socket.socket(socket.AF_INET, socket.SOCK_DGRAM)
@@ -202,7 +203,7 @@ def get_free_udp_port(blocklist: List[int] = None) -> int:
     raise Exception(f"Unable to determine free UDP port with blocklist {blocklist}")
 
 
-def get_free_tcp_port(blocklist: List[int] = None) -> int:
+def get_free_tcp_port(blocklist: list[int] = None) -> int:
     """
     Tries to bind a socket to port 0 and returns the port that was assigned by the system. If the port is
     in the given ``blocklist``, or the port is marked as reserved in ``dynamic_port_range``, the procedure
@@ -272,7 +273,7 @@ def resolve_hostname(hostname: str) -> Optional[str]:
     """Resolve the given hostname and return its IP address, or None if it cannot be resolved."""
     try:
         return socket.gethostbyname(hostname)
-    except socket.error:
+    except OSError:
         return None
 
 
@@ -280,7 +281,7 @@ def is_ip_address(addr: str) -> bool:
     try:
         socket.inet_aton(addr)
         return True
-    except socket.error:
+    except OSError:
         return False
 
 
@@ -468,9 +469,9 @@ def get_docker_host_from_container() -> str:
         if config.is_in_docker:
             try:
                 result = socket.gethostbyname("host.docker.internal")
-            except socket.error:
+            except OSError:
                 result = socket.gethostbyname("host.containers.internal")
-    except socket.error:
+    except OSError:
         # TODO if neither host resolves, we might be in linux. We could just use the default gateway then
         pass
     return result
diff --git a/localstack-core/localstack/utils/objects.py b/localstack-core/localstack/utils/objects.py
index 9e5f5ba283e15..46d0d0abd73e6 100644
--- a/localstack-core/localstack/utils/objects.py
+++ b/localstack-core/localstack/utils/objects.py
@@ -1,12 +1,12 @@
 import functools
 import re
 import threading
-from typing import Any, Callable, Dict, Generic, List, Optional, Set, Type, TypeVar, Union
+from typing import Any, Callable, Generic, Optional, TypeVar, Union
 
 from .collections import ensure_list
 from .strings import first_char_to_lower, first_char_to_upper
 
-ComplexType = Union[List, Dict, object]
+ComplexType = Union[list, dict, object]
 
 _T = TypeVar("_T")
 
@@ -83,7 +83,7 @@ class SubtypesInstanceManager:
     """Simple instance manager base class that scans the subclasses of a base type for concrete named
     implementations, and lazily creates and returns (singleton) instances on demand."""
 
-    _instances: Dict[str, "SubtypesInstanceManager"]
+    _instances: dict[str, "SubtypesInstanceManager"]
 
     @classmethod
     def get(cls, subtype_name: str, raise_if_missing: bool = True):
@@ -104,7 +104,7 @@ def get(cls, subtype_name: str, raise_if_missing: bool = True):
         return instance
 
     @classmethod
-    def instances(cls) -> Dict[str, "SubtypesInstanceManager"]:
+    def instances(cls) -> dict[str, "SubtypesInstanceManager"]:
         base_type = cls.get_base_type()
         if not hasattr(base_type, "_instances"):
             base_type._instances = {}
@@ -116,13 +116,13 @@ def impl_name() -> str:
         raise NotImplementedError
 
     @classmethod
-    def get_base_type(cls) -> Type:
+    def get_base_type(cls) -> type:
         """Get the base class for which instances are being managed - can be customized by subtypes."""
         return cls
 
 
 # this requires that all subclasses have been imported before(!)
-def get_all_subclasses(clazz: Type) -> Set[Type]:
+def get_all_subclasses(clazz: type) -> set[type]:
     """Recursively get all subclasses of the given class."""
     result = set()
     subs = clazz.__subclasses__()
@@ -132,7 +132,7 @@ def get_all_subclasses(clazz: Type) -> Set[Type]:
     return result
 
 
-def fully_qualified_class_name(klass: Type) -> str:
+def fully_qualified_class_name(klass: type) -> str:
     return f"{klass.__module__}.{klass.__name__}"
 
 
@@ -156,7 +156,7 @@ def recurse_object(obj: ComplexType, func: Callable, path: str = "") -> ComplexT
 
 
 def keys_to(
-    obj: ComplexType, op: Callable[[str], str], skip_children_of: List[str] = None
+    obj: ComplexType, op: Callable[[str], str], skip_children_of: list[str] = None
 ) -> ComplexType:
     """Recursively changes all dict keys to apply op. Skip children
     of any elements whose names are contained in skip_children_of (e.g., ['Tags'])"""
@@ -175,11 +175,11 @@ def fix_keys(o, path="", **kwargs):
     return result
 
 
-def keys_to_lower(obj: ComplexType, skip_children_of: List[str] = None) -> ComplexType:
+def keys_to_lower(obj: ComplexType, skip_children_of: list[str] = None) -> ComplexType:
     return keys_to(obj, first_char_to_lower, skip_children_of)
 
 
-def keys_to_upper(obj: ComplexType, skip_children_of: List[str] = None) -> ComplexType:
+def keys_to_upper(obj: ComplexType, skip_children_of: list[str] = None) -> ComplexType:
     return keys_to(obj, first_char_to_upper, skip_children_of)
 
 
diff --git a/localstack-core/localstack/utils/patch.py b/localstack-core/localstack/utils/patch.py
index 2fa54e3cf2a39..90497d852960f 100644
--- a/localstack-core/localstack/utils/patch.py
+++ b/localstack-core/localstack/utils/patch.py
@@ -1,7 +1,7 @@
 import functools
 import inspect
 import types
-from typing import Any, Callable, List, Type
+from typing import Any, Callable
 
 
 def get_defining_object(method):
@@ -71,7 +71,7 @@ def proxy(*args, **kwargs):
 
 
 class Patch:
-    applied_patches: List["Patch"] = []
+    applied_patches: list["Patch"] = []
     """Bookkeeping for patches that are applied. You can use this to debug patches. For instance,
     you could write something like::
 
@@ -120,7 +120,7 @@ def __exit__(self, exc_type, exc_val, exc_tb):
         return self
 
     @staticmethod
-    def extend_class(target: Type, fn: Callable):
+    def extend_class(target: type, fn: Callable):
         def _getattr(obj, name):
             if name != fn.__name__:
                 raise AttributeError(f"`{target.__name__}` object has no attribute `{name}`")
@@ -164,9 +164,9 @@ def __str__(self):
 
 
 class Patches:
-    patches: List[Patch]
+    patches: list[Patch]
 
-    def __init__(self, patches: List[Patch] = None) -> None:
+    def __init__(self, patches: list[Patch] = None) -> None:
         super().__init__()
 
         self.patches = []
diff --git a/localstack-core/localstack/utils/platform.py b/localstack-core/localstack/utils/platform.py
index e91e6f33a8483..ac06fd9d7865c 100644
--- a/localstack-core/localstack/utils/platform.py
+++ b/localstack-core/localstack/utils/platform.py
@@ -14,14 +14,14 @@ def is_windows() -> bool:
     return "windows" == platform.system().lower()
 
 
-@lru_cache()
+@lru_cache
 def is_debian() -> bool:
     from localstack.utils.files import load_file
 
     return "Debian" in load_file("/etc/issue", "")
 
 
-@lru_cache()
+@lru_cache
 def is_redhat() -> bool:
     from localstack.utils.files import load_file
 
diff --git a/localstack-core/localstack/utils/run.py b/localstack-core/localstack/utils/run.py
index 2c5aa0b07355e..6fac801a68400 100644
--- a/localstack-core/localstack/utils/run.py
+++ b/localstack-core/localstack/utils/run.py
@@ -9,7 +9,7 @@
 import time
 from functools import lru_cache
 from queue import Queue
-from typing import Any, AnyStr, Callable, Dict, List, Optional, Union
+from typing import Any, AnyStr, Callable, Optional, Union
 
 from localstack import config
 
@@ -23,13 +23,13 @@
 
 
 def run(
-    cmd: Union[str, List[str]],
+    cmd: Union[str, list[str]],
     print_error=True,
     asynchronous=False,
     stdin=False,
     stderr=subprocess.STDOUT,
     outfile=None,
-    env_vars: Optional[Dict[AnyStr, AnyStr]] = None,
+    env_vars: Optional[dict[AnyStr, AnyStr]] = None,
     inherit_cwd=False,
     inherit_env=True,
     tty=False,
@@ -151,7 +151,7 @@ def _worker(*_args):
         time.sleep(0.5)
 
 
-def run_interactive(command: List[str]):
+def run_interactive(command: list[str]):
     """
     Run an interactive command in a subprocess. This blocks the current thread and attaches sys.stdin to
     the process. Copied from https://stackoverflow.com/a/43012138/804840
@@ -196,7 +196,7 @@ def is_root() -> bool:
     return get_os_user() == "root"
 
 
-@lru_cache()
+@lru_cache
 def get_os_user() -> str:
     # using getpass.getuser() seems to be reporting a different/invalid user in Docker/macOS
     return run("whoami").strip()
@@ -211,10 +211,10 @@ class ShellCommandThread(FuncThread):
 
     def __init__(
         self,
-        cmd: Union[str, List[str]],
+        cmd: Union[str, list[str]],
         params: Any = None,
         outfile: Union[str, int] = None,
-        env_vars: Dict[str, str] = None,
+        env_vars: dict[str, str] = None,
         stdin: bool = False,
         auto_restart: bool = False,
         quiet: bool = True,
diff --git a/localstack-core/localstack/utils/scheduler.py b/localstack-core/localstack/utils/scheduler.py
index c295ef70ced7a..61058607e948c 100644
--- a/localstack-core/localstack/utils/scheduler.py
+++ b/localstack-core/localstack/utils/scheduler.py
@@ -1,8 +1,9 @@
 import queue
 import threading
 import time
+from collections.abc import Mapping
 from concurrent.futures import Executor
-from typing import Any, Callable, List, Mapping, Optional, Tuple, Union
+from typing import Any, Callable, Optional, Union
 
 
 class ScheduledTask:
@@ -97,7 +98,7 @@ def schedule(
         fixed_rate: bool = True,
         start: Optional[float] = None,
         on_error: Callable[[Exception], None] = None,
-        args: Optional[Union[Tuple, List[Any]]] = None,
+        args: Optional[Union[tuple, list[Any]]] = None,
         kwargs: Optional[Mapping[str, Any]] = None,
     ) -> ScheduledTask:
         """
diff --git a/localstack-core/localstack/utils/strings.py b/localstack-core/localstack/utils/strings.py
index aead8aaade907..71be5ece96190 100644
--- a/localstack-core/localstack/utils/strings.py
+++ b/localstack-core/localstack/utils/strings.py
@@ -7,7 +7,7 @@
 import string
 import uuid
 import zlib
-from typing import Dict, List, Union
+from typing import Union
 
 from localstack.config import DEFAULT_ENCODING
 
@@ -86,7 +86,7 @@ def canonicalize_bool_to_str(val: bool) -> str:
     return "true" if str(val).lower() == "true" else "false"
 
 
-def convert_to_printable_chars(value: Union[List, Dict, str]) -> str:
+def convert_to_printable_chars(value: Union[list, dict, str]) -> str:
     """Removes all unprintable characters from the given string."""
     from localstack.utils.objects import recurse_object
 
diff --git a/localstack-core/localstack/utils/tagging.py b/localstack-core/localstack/utils/tagging.py
index f2ab05160fd2b..19adbdd3a4a85 100644
--- a/localstack-core/localstack/utils/tagging.py
+++ b/localstack-core/localstack/utils/tagging.py
@@ -1,4 +1,4 @@
-from typing import Dict, List, Optional
+from typing import Optional
 
 
 class TaggingService:
@@ -21,7 +21,7 @@ def list_tags_for_resource(self, arn: str, root_name: Optional[str] = None):
                 result.append({self.key_field: k, self.value_field: v})
         return {root_name: result}
 
-    def tag_resource(self, arn: str, tags: List[Dict[str, str]]):
+    def tag_resource(self, arn: str, tags: list[dict[str, str]]):
         if not tags:
             return
         if arn not in self.tags:
@@ -29,7 +29,7 @@ def tag_resource(self, arn: str, tags: List[Dict[str, str]]):
         for t in tags:
             self.tags[arn][t[self.key_field]] = t[self.value_field]
 
-    def untag_resource(self, arn: str, tag_names: List[str]):
+    def untag_resource(self, arn: str, tag_names: list[str]):
         tags = self.tags.get(arn, {})
         for name in tag_names:
             tags.pop(name, None)
diff --git a/localstack-core/localstack/utils/testutil.py b/localstack-core/localstack/utils/testutil.py
index 2701cd7ce23a5..ef58b98fa0016 100644
--- a/localstack-core/localstack/utils/testutil.py
+++ b/localstack-core/localstack/utils/testutil.py
@@ -7,7 +7,7 @@
 import shutil
 import tempfile
 import time
-from typing import Any, Callable, Dict, List, Optional
+from typing import Any, Callable, Optional
 
 from localstack.aws.api.lambda_ import Runtime
 from localstack.aws.connect import connect_externally_to, connect_to
@@ -71,7 +71,7 @@ def is_local_test_mode():
 def create_lambda_archive(
     script: str,
     get_content: bool = False,
-    libs: List[str] = None,
+    libs: list[str] = None,
     runtime: str = None,
     file_name: str = None,
     exclude_func: Callable[[str], bool] = None,
@@ -425,7 +425,7 @@ def list_all_s3_objects(s3_client):
     return map_all_s3_objects(s3_client=s3_client).values()
 
 
-def delete_all_s3_objects(s3_client, buckets: str | List[str]):
+def delete_all_s3_objects(s3_client, buckets: str | list[str]):
     buckets = ensure_list(buckets)
     for bucket in buckets:
         keys = all_s3_object_keys(s3_client, bucket)
@@ -444,15 +444,15 @@ def download_s3_object(s3_client, bucket, path):
     return result
 
 
-def all_s3_object_keys(s3_client, bucket: str) -> List[str]:
+def all_s3_object_keys(s3_client, bucket: str) -> list[str]:
     response = s3_client.list_objects_v2(Bucket=bucket)
     keys = [obj["Key"] for obj in response.get("Contents", [])]
     return keys
 
 
 def map_all_s3_objects(
-    s3_client, to_json: bool = True, buckets: str | List[str] = None
-) -> Dict[str, Any]:
+    s3_client, to_json: bool = True, buckets: str | list[str] = None
+) -> dict[str, Any]:
     result = {}
     buckets = ensure_list(buckets)
     if not buckets:
@@ -499,7 +499,7 @@ def send_update_dynamodb_ttl_request(table_name, ttl_status):
 def send_dynamodb_request(path, action, request_body):
     headers = {
         "Host": "dynamodb.amazonaws.com",
-        "x-amz-target": "DynamoDB_20120810.{}".format(action),
+        "x-amz-target": f"DynamoDB_20120810.{action}",
         "Authorization": mock_aws_request_headers(
             "dynamodb", aws_access_key_id=TEST_AWS_ACCESS_KEY_ID, region_name=TEST_AWS_REGION_NAME
         )["Authorization"],
@@ -509,7 +509,7 @@ def send_dynamodb_request(path, action, request_body):
 
 
 def get_lambda_log_group_name(function_name):
-    return "/aws/lambda/{}".format(function_name)
+    return f"/aws/lambda/{function_name}"
 
 
 # TODO: make logs_client mandatory
@@ -537,7 +537,7 @@ def check_expected_lambda_log_events_length(
     return events
 
 
-def list_all_log_events(log_group_name: str, logs_client=None) -> List[Dict]:
+def list_all_log_events(log_group_name: str, logs_client=None) -> list[dict]:
     logs = logs_client or connect_to().logs
     return list_all_resources(
         lambda kwargs: logs.filter_log_events(logGroupName=log_group_name, **kwargs),
diff --git a/localstack-core/localstack/utils/threads.py b/localstack-core/localstack/utils/threads.py
index a981160177b34..403a872546a03 100644
--- a/localstack-core/localstack/utils/threads.py
+++ b/localstack-core/localstack/utils/threads.py
@@ -5,7 +5,7 @@
 import traceback
 from concurrent.futures import Future
 from multiprocessing.dummy import Pool
-from typing import Callable, List, Optional
+from typing import Callable, Optional
 
 LOG = logging.getLogger(__name__)
 
@@ -153,7 +153,7 @@ def cleanup_threads_and_processes(quiet=True):
     TMP_PROCESSES.clear()
 
 
-def parallelize(func: Callable, arr: List, size: int = None):
+def parallelize(func: Callable, arr: list, size: int = None):
     if not size:
         size = len(arr)
     if size <= 0:
diff --git a/localstack-core/localstack/utils/xml.py b/localstack-core/localstack/utils/xml.py
index 3e17cb57cc466..16e1c59af7ff1 100644
--- a/localstack-core/localstack/utils/xml.py
+++ b/localstack-core/localstack/utils/xml.py
@@ -9,7 +9,7 @@ def obj_to_xml(obj: Any) -> str:
     if isinstance(obj, list):
         return "".join([obj_to_xml(o) for o in obj])
     if isinstance(obj, dict):
-        return "".join(["<{k}>{v}</{k}>".format(k=k, v=obj_to_xml(v)) for (k, v) in obj.items()])
+        return "".join([f"<{k}>{obj_to_xml(v)}</{k}>" for (k, v) in obj.items()])
     return str(obj)
 
 
diff --git a/pyproject.toml b/pyproject.toml
index 497332401cc82..26ec717a45c1e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -200,10 +200,8 @@ exclude = [
 "localstack-core/localstack/packages/**" = "py39"
 "localstack-core/localstack/config.py" = "py39"
 "localstack-core/localstack/constants.py" = "py39"
-"localstack-core/localstack/utils/analytics/**" = "py39"
-"localstack-core/localstack/utils/bootstrap.py" = "py39"
-"localstack-core/localstack/utils/json.py" = "py39"
-
+"localstack-core/localstack/utils/**" = "py39"  # imported by CLI tests
+"localstack-core/localstack/testing/pytest/**" = "py39" # imported by CLI tests
 
 [tool.ruff.lint]
 ignore = [
@@ -223,8 +221,29 @@ ignore = [
     "E721", # TODO Do not compare types, use `isinstance()`
     "T201", # TODO `print` found
     "T203", # TODO `pprint` found
+    "UP008",# TODO Use `super()` instead of `super(__class__, self)`
+    "UP028",# TODO Replace `yield` over `for` loop with `yield from`
+    "UP031",# TODO Use format specifiers instead of percent format
+    "UP036",# TODO Version block is outdated for minimum Python version
+    "UP038",# TODO Use `X | Y` in `isinstance` call instead of `(X, Y)`
+]
+select = ["B", "C", "E", "F", "I", "W", "T", "B9", "G", "UP"]
+extend-safe-fixes = [
+    "UP006",    # unsafe-fix for py39
+    "UP035",    # unsafe-fix for py39
 ]
-select = ["B", "C", "E", "F", "I", "W", "T", "B9", "G"]
+
+# The rules below fill fix the code in a way that leaves multiple unused imports.
+# Since F401 (removing unused imports) is currently an unsafe fix, these imports cannot be automatically removed.
+# Therefore, we temporarily disable the rules below for __init__ files.
+[tool.ruff.lint.per-file-ignores]
+"localstack-core/localstack/**/__init__.py" = ["UP006", "UP007", "UP035", "UP045"]
+"tests/aws/services/lambda_/functions/**" = ["UP"]  # lambda tests parametrize the runtime
+
+[tool.ruff.lint.pyupgrade]
+# Avoid PEP 604 rewrites (e.g. Union[str, int] -> str | int), even with the `from __future__ import annotations`
+# import. It only affects py39 and can be removed after we drop it.
+keep-runtime-typing = true
 
 [tool.coverage.run]
 relative_files = true
diff --git a/scripts/capture_notimplemented_responses.py b/scripts/capture_notimplemented_responses.py
index c8747562a1da5..ff6d517d908fd 100644
--- a/scripts/capture_notimplemented_responses.py
+++ b/scripts/capture_notimplemented_responses.py
@@ -7,7 +7,7 @@
 import traceback
 from datetime import timedelta
 from pathlib import Path
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import botocore.config
 import requests
@@ -150,7 +150,7 @@ def simulate_call(service: str, op: str) -> RowEntry:
     return result
 
 
-def _make_api_call(client, service: str, op: str, parameters: Optional[Instance]):
+def _make_api_call(client, service: str, op: str, parameters: Instance | None):
     result = RowEntry(service=service, operation=op, status_code=0)
     try:
         response = client._make_api_call(op, parameters)
@@ -337,7 +337,7 @@ def calculate_percentages():
     implemented_aggregate = {}
     aggregate_list = []
 
-    with open("./output-notimplemented.csv", "r") as fd:
+    with open("./output-notimplemented.csv") as fd:
         reader = csv.DictReader(fd, fieldnames=["service", "operation", "implemented"])
         for line in reader:
             if line["implemented"] == "implemented":
diff --git a/scripts/metrics_coverage/diff_metrics_coverage.py b/scripts/metrics_coverage/diff_metrics_coverage.py
index 7409582d65471..1036dfa5283b6 100644
--- a/scripts/metrics_coverage/diff_metrics_coverage.py
+++ b/scripts/metrics_coverage/diff_metrics_coverage.py
@@ -42,7 +42,7 @@ def create_initial_coverage(path_to_initial_metrics: str) -> dict:
     pathlist = Path(path_to_initial_metrics).rglob("*.csv")
     coverage = {}
     for path in pathlist:
-        with open(path, "r") as csv_obj:
+        with open(path) as csv_obj:
             print(f"Processing integration test coverage metrics: {path}")
             csv_dict_reader = csv.DictReader(csv_obj)
             for metric in csv_dict_reader:
@@ -85,7 +85,7 @@ def mark_coverage_acceptance_test(
     additional_tested = {}
     add_to_additional = False
     for path in pathlist:
-        with open(path, "r") as csv_obj:
+        with open(path) as csv_obj:
             print(f"Processing acceptance test coverage metrics: {path}")
             csv_dict_reader = csv.DictReader(csv_obj)
             for metric in csv_dict_reader:
diff --git a/scripts/render_marker_report.py b/scripts/render_marker_report.py
index 2b1e0e1154825..80fac7d087224 100644
--- a/scripts/render_marker_report.py
+++ b/scripts/render_marker_report.py
@@ -53,7 +53,7 @@ class EnrichedReport:
 
 
 def load_file(filepath: str) -> str:
-    with open(filepath, "r") as fd:
+    with open(filepath) as fd:
         return fd.read()
 
 
@@ -133,7 +133,7 @@ def main():
     rendered_markdown = render_template(
         template=load_file(template_path), enriched_report=enriched_report
     )
-    with open(output_path, "wt") as outfile:
+    with open(output_path, "w") as outfile:
         outfile.write(rendered_markdown)
 
 
diff --git a/scripts/tinybird/upload_raw_test_metrics_and_coverage.py b/scripts/tinybird/upload_raw_test_metrics_and_coverage.py
index dc578f4b2427c..711dbd93f2d4d 100644
--- a/scripts/tinybird/upload_raw_test_metrics_and_coverage.py
+++ b/scripts/tinybird/upload_raw_test_metrics_and_coverage.py
@@ -210,7 +210,7 @@ def send_metric_report(metric_path: str, source_type: str, timestamp: str):
     pathlist = Path(metric_path).rglob("metric-report-raw-data-*.csv")
     for path in pathlist:
         print(f"checking {str(path)}")
-        with open(path, "r") as csv_obj:
+        with open(path) as csv_obj:
             reader_obj = csv.DictReader(csv_obj)
             data_to_remove = [field for field in reader_obj.fieldnames if field not in DATA_TO_KEEP]
             for row in reader_obj:
@@ -259,7 +259,7 @@ def send_implemented_coverage(file: str, timestamp: str, type: str):
     count: int = 0
 
     build_id = os.environ.get("CIRCLE_WORKFLOW_ID", "") or os.environ.get("GITHUB_RUN_ID", "")
-    with open(file, "r") as csv_obj:
+    with open(file) as csv_obj:
         reader_obj = csv.DictReader(csv_obj)
         for row in reader_obj:
             count = count + 1
diff --git a/tests/aws/conftest.py b/tests/aws/conftest.py
index 9ee30b5b925a0..0f762b6155042 100644
--- a/tests/aws/conftest.py
+++ b/tests/aws/conftest.py
@@ -1,5 +1,4 @@
 import os
-from typing import Optional
 
 import pytest
 from _pytest.config import Config
@@ -87,9 +86,7 @@ def infrastructure_setup(cdk_template_path, aws_client):
     # Note: import needs to be local to avoid CDK import on every test run, which takes quite some time
     from localstack.testing.scenario.provisioning import InfraProvisioner
 
-    def _infrastructure_setup(
-        namespace: str, force_synth: Optional[bool] = False
-    ) -> InfraProvisioner:
+    def _infrastructure_setup(namespace: str, force_synth: bool | None = False) -> InfraProvisioner:
         """
         :param namespace: repo-unique identifier for this CDK app.
             A directory with this name will be created at `tests/aws/cdk_templates/<namespace>/`
diff --git a/tests/aws/scenario/mythical_mysfits/artefacts/functions/populate_db.py b/tests/aws/scenario/mythical_mysfits/artefacts/functions/populate_db.py
index faebcdbaa8b5f..4b419e90cd4ac 100644
--- a/tests/aws/scenario/mythical_mysfits/artefacts/functions/populate_db.py
+++ b/tests/aws/scenario/mythical_mysfits/artefacts/functions/populate_db.py
@@ -1,5 +1,4 @@
 # Source adapted from: https://github.com/aws-samples/aws-modern-application-workshop/blob/python-cdk
-from __future__ import print_function
 
 import os
 
diff --git a/tests/aws/scenario/mythical_mysfits/artefacts/functions/stream_processor.py b/tests/aws/scenario/mythical_mysfits/artefacts/functions/stream_processor.py
index 2d58be787fc83..acf8ec729956e 100644
--- a/tests/aws/scenario/mythical_mysfits/artefacts/functions/stream_processor.py
+++ b/tests/aws/scenario/mythical_mysfits/artefacts/functions/stream_processor.py
@@ -2,7 +2,6 @@
 # The code to be used as an AWS Lambda function for processing real-time
 # user click records from Kinesis Firehose and adding additional attributes
 # to them before they are stored in Amazon S3.
-from __future__ import print_function
 
 import base64
 import json
diff --git a/tests/aws/services/apigateway/apigateway_fixtures.py b/tests/aws/services/apigateway/apigateway_fixtures.py
index e7d58b40c5ba2..61326ba581cb6 100644
--- a/tests/aws/services/apigateway/apigateway_fixtures.py
+++ b/tests/aws/services/apigateway/apigateway_fixtures.py
@@ -1,5 +1,4 @@
 from enum import Enum
-from typing import Dict
 
 from localstack.services.apigateway.helpers import (
     host_based_url,
@@ -12,16 +11,16 @@
 # TODO convert the test util functions in this file to pytest fixtures
 
 
-def assert_response_status(response: Dict, status: int):
+def assert_response_status(response: dict, status: int):
     assert response.get("ResponseMetadata").get("HTTPStatusCode") == status
 
 
-def assert_response_is_200(response: Dict) -> bool:
+def assert_response_is_200(response: dict) -> bool:
     assert_response_status(response, 200)
     return True
 
 
-def assert_response_is_201(response: Dict) -> bool:
+def assert_response_is_201(response: dict) -> bool:
     assert_response_status(response, 201)
     return True
 
diff --git a/tests/aws/services/apigateway/test_apigateway_basic.py b/tests/aws/services/apigateway/test_apigateway_basic.py
index ec03c2b1612bb..e2a7c9efce818 100644
--- a/tests/aws/services/apigateway/test_apigateway_basic.py
+++ b/tests/aws/services/apigateway/test_apigateway_basic.py
@@ -4,7 +4,7 @@
 import os
 import re
 from collections import namedtuple
-from typing import Callable, Optional
+from collections.abc import Callable
 
 import botocore
 import pytest
@@ -409,7 +409,7 @@ def _test_api_gateway_lambda_proxy_integration_no_asserts(
         path: str,
         role_arn: str,
         apigw_client,
-        data_mutator_fn: Optional[Callable] = None,
+        data_mutator_fn: Callable | None = None,
     ) -> ApiGatewayLambdaProxyIntegrationTestResult:
         """
         Perform the setup needed to do a POST against a Lambda Proxy Integration;
@@ -482,9 +482,7 @@ def _test_api_gateway_lambda_proxy_integration(
         try:
             parsed_body = json.loads(to_str(result.content))
         except json.decoder.JSONDecodeError as e:
-            raise Exception(
-                "Couldn't json-decode content: {}".format(to_str(result.content))
-            ) from e
+            raise Exception(f"Couldn't json-decode content: {to_str(result.content)}") from e
         assert parsed_body.get("return_status_code") == 203
         assert parsed_body.get("return_headers") == {"foo": "bar123"}
         assert parsed_body.get("queryStringParameters") == {"foo": "foo", "bar": "baz"}
@@ -717,8 +715,8 @@ def test_apigateway_with_custom_authorization_method(
             restApiId=api_id,
             name="lambda_authorizer",
             type="TOKEN",
-            authorizerUri="arn:aws:apigateway:us-east-1:lambda:path/ \
-                2015-03-31/functions/{}/invocations".format(lambda_uri),
+            authorizerUri=f"arn:aws:apigateway:us-east-1:lambda:path/ \
+                2015-03-31/functions/{lambda_uri}/invocations",
             identitySource="method.request.header.Auth",
         )
         snapshot.match("authorizer", authorizer)
diff --git a/tests/aws/services/cloudcontrol/test_cloudcontrol_api.py b/tests/aws/services/cloudcontrol/test_cloudcontrol_api.py
index 9bf6a05ff96ea..dd5bddcf5b814 100644
--- a/tests/aws/services/cloudcontrol/test_cloudcontrol_api.py
+++ b/tests/aws/services/cloudcontrol/test_cloudcontrol_api.py
@@ -1,6 +1,7 @@
 import json
 import logging
-from typing import Callable, ParamSpec, TypeVar
+from collections.abc import Callable
+from typing import ParamSpec, TypeVar
 
 import jsonpatch
 import pytest
diff --git a/tests/aws/services/cloudformation/api/test_stacks.py b/tests/aws/services/cloudformation/api/test_stacks.py
index b6199e804af7e..d38e17d42ce06 100644
--- a/tests/aws/services/cloudformation/api/test_stacks.py
+++ b/tests/aws/services/cloudformation/api/test_stacks.py
@@ -312,7 +312,7 @@ def test_failure_options_for_stack_creation(
         self, rollback_disabled, length_expected, aws_client
     ):
         template_with_error = open(
-            os.path.join(os.path.dirname(__file__), "../../../templates/multiple_bucket.yaml"), "r"
+            os.path.join(os.path.dirname(__file__), "../../../templates/multiple_bucket.yaml")
         ).read()
 
         stack_name = f"stack-{short_uid()}"
@@ -356,7 +356,6 @@ def test_failure_options_for_stack_update(
             os.path.join(
                 os.path.dirname(__file__), "../../../templates/multiple_bucket_update.yaml"
             ),
-            "r",
         ).read()
 
         aws_client.cloudformation.create_stack(
@@ -410,7 +409,6 @@ def test_create_stack_with_custom_id(
         )
         template = open(
             os.path.join(os.path.dirname(__file__), "../../../templates/sns_topic_simple.yaml"),
-            "r",
         ).read()
 
         stack = aws_client.cloudformation.create_stack(
@@ -1002,7 +1000,7 @@ def test_no_echo_parameter(snapshot, aws_client, deploy_cfn_template):
     snapshot.add_transformer(SortingTransformer("Parameters", lambda x: x.get("ParameterKey", "")))
 
     template_path = os.path.join(os.path.dirname(__file__), "../../../templates/cfn_no_echo.yml")
-    template = open(template_path, "r").read()
+    template = open(template_path).read()
 
     deployment = deploy_cfn_template(
         template=template,
diff --git a/tests/aws/services/cloudformation/conftest.py b/tests/aws/services/cloudformation/conftest.py
index a34c1facd39ee..071fed7edb521 100644
--- a/tests/aws/services/cloudformation/conftest.py
+++ b/tests/aws/services/cloudformation/conftest.py
@@ -1,4 +1,5 @@
-from typing import Iterable, TypeVar
+from collections.abc import Iterable
+from typing import TypeVar
 
 import pytest
 
diff --git a/tests/aws/services/cloudwatch/test_cloudwatch.py b/tests/aws/services/cloudwatch/test_cloudwatch.py
index 3cb2fbb9b73a5..d55601771afef 100644
--- a/tests/aws/services/cloudwatch/test_cloudwatch.py
+++ b/tests/aws/services/cloudwatch/test_cloudwatch.py
@@ -5,7 +5,7 @@
 import os
 import threading
 import time
-from datetime import datetime, timedelta, timezone
+from datetime import UTC, datetime, timedelta, timezone
 from typing import TYPE_CHECKING
 from urllib.request import Request, urlopen
 
@@ -40,7 +40,7 @@ class TestCloudwatch:
     def test_put_metric_data_values_list(self, snapshot, aws_client):
         metric_name = "test-metric"
         namespace = f"ns-{short_uid()}"
-        utc_now = datetime.utcnow().replace(tzinfo=timezone.utc)
+        utc_now = datetime.utcnow().replace(tzinfo=UTC)
         snapshot.add_transformer(
             snapshot.transform.key_value("Timestamp", reference_replacement=False)
         )
@@ -117,7 +117,7 @@ def test_put_metric_data_gzip(self, aws_client, region_name):
     @pytest.mark.skipif(is_old_provider(), reason="not supported by the old provider")
     def test_put_metric_data_validation(self, aws_client):
         namespace = f"ns-{short_uid()}"
-        utc_now = datetime.utcnow().replace(tzinfo=timezone.utc)
+        utc_now = datetime.utcnow().replace(tzinfo=UTC)
 
         # test invalid due to having both Values and Value
         with pytest.raises(Exception) as ex:
@@ -303,7 +303,7 @@ def _get_metric_data_sum():
     @markers.aws.validated
     def test_get_metric_data_for_multiple_metrics(self, aws_client, snapshot):
         snapshot.add_transformer(snapshot.transform.cloudwatch_api())
-        utc_now = datetime.now(tz=timezone.utc)
+        utc_now = datetime.now(tz=UTC)
         namespace = f"test/{short_uid()}"
 
         aws_client.cloudwatch.put_metric_data(
@@ -389,7 +389,7 @@ def assert_results():
         ["Sum", "SampleCount", "Minimum", "Maximum", "Average"],
     )
     def test_get_metric_data_stats(self, aws_client, snapshot, stat):
-        utc_now = datetime.now(tz=timezone.utc)
+        utc_now = datetime.now(tz=UTC)
         namespace = f"test/{short_uid()}"
 
         aws_client.cloudwatch.put_metric_data(
@@ -445,7 +445,7 @@ def assert_results():
 
     @markers.aws.validated
     def test_get_metric_data_with_dimensions(self, aws_client, snapshot):
-        utc_now = datetime.now(tz=timezone.utc)
+        utc_now = datetime.now(tz=UTC)
         namespace = f"test/{short_uid()}"
 
         aws_client.cloudwatch.put_metric_data(
@@ -1299,14 +1299,14 @@ def test_put_metric_alarm(
                 "MetricName": metric_name,
                 "Dimensions": dimension,
                 "Value": 21,
-                "Timestamp": datetime.utcnow().replace(tzinfo=timezone.utc),
+                "Timestamp": datetime.utcnow().replace(tzinfo=UTC),
                 "Unit": "Seconds",
             },
             {
                 "MetricName": metric_name,
                 "Dimensions": dimension,
                 "Value": 22,
-                "Timestamp": datetime.utcnow().replace(tzinfo=timezone.utc),
+                "Timestamp": datetime.utcnow().replace(tzinfo=UTC),
                 "Unit": "Seconds",
             },
         ]
@@ -1914,7 +1914,7 @@ def test_metric_widget(self, aws_client):
             MetricData=[
                 {
                     "MetricName": metric_name,
-                    "Timestamp": datetime.utcnow().replace(tzinfo=timezone.utc),
+                    "Timestamp": datetime.utcnow().replace(tzinfo=UTC),
                     "Values": [1.0, 10.0],
                     "Counts": [2, 4],
                     "Unit": "Count",
@@ -2006,7 +2006,7 @@ def test_set_alarm_invalid_input(self, aws_client, snapshot, cleanups):
     @markers.aws.validated
     @pytest.mark.skipif(is_old_provider(), reason="not supported by the old provider")
     def test_get_metric_data_with_zero_and_labels(self, aws_client, snapshot):
-        utc_now = datetime.now(tz=timezone.utc)
+        utc_now = datetime.now(tz=UTC)
 
         namespace1 = f"test/{short_uid()}"
         # put metric data
@@ -2050,7 +2050,7 @@ def _match_results():
     @markers.snapshot.skip_snapshot_verify(paths=["$..Datapoints..Unit"])
     def test_get_metric_statistics(self, aws_client, snapshot):
         snapshot.add_transformer(snapshot.transform.cloudwatch_api())
-        utc_now = datetime.now(tz=timezone.utc)
+        utc_now = datetime.now(tz=UTC)
         namespace = f"test/{short_uid()}"
 
         for i in range(10):
@@ -2106,7 +2106,7 @@ def test_get_metric_data_pagination(self, aws_client):
         namespace = f"n-sp-{short_uid()}"
         metric_name = f"m-{short_uid()}"
         max_data_points = 10  # default is 100,800 according to AWS docs
-        now = datetime.utcnow().replace(tzinfo=timezone.utc)
+        now = datetime.utcnow().replace(tzinfo=UTC)
         for i in range(0, max_data_points * 2):
             aws_client.cloudwatch.put_metric_data(
                 Namespace=namespace,
@@ -2191,7 +2191,7 @@ def assert_found_in_utc():
     def test_default_ordering(self, aws_client):
         namespace = f"n-sp-{short_uid()}"
         metric_name = f"m-{short_uid()}"
-        now = datetime.utcnow().replace(tzinfo=timezone.utc)
+        now = datetime.utcnow().replace(tzinfo=UTC)
         for i in range(0, 10):
             aws_client.cloudwatch.put_metric_data(
                 Namespace=namespace,
@@ -2280,7 +2280,7 @@ def assert_ordering():
     def test_handle_different_units(self, aws_client, snapshot):
         namespace = f"n-sp-{short_uid()}"
         metric_name = "m-test"
-        now = datetime.utcnow().replace(tzinfo=timezone.utc)
+        now = datetime.utcnow().replace(tzinfo=UTC)
         aws_client.cloudwatch.put_metric_data(
             Namespace=namespace,
             MetricData=[
@@ -2325,7 +2325,7 @@ def assert_results():
     def test_get_metric_data_with_different_units(self, aws_client, snapshot):
         namespace = f"n-sp-{short_uid()}"
         metric_name = "m-test"
-        now = datetime.utcnow().replace(tzinfo=timezone.utc)
+        now = datetime.utcnow().replace(tzinfo=UTC)
         aws_client.cloudwatch.put_metric_data(
             Namespace=namespace,
             MetricData=[
@@ -2423,7 +2423,7 @@ def test_get_metric_data_different_units_no_unit_in_query(
 
         namespace = f"n-sp-{short_uid()}"
         metric_name = "m-test"
-        now = datetime.utcnow().replace(tzinfo=timezone.utc)
+        now = datetime.utcnow().replace(tzinfo=UTC)
 
         for m in metric_data:
             m["MetricName"] = metric_name
@@ -2471,7 +2471,7 @@ def assert_results():
     @pytest.mark.skipif(is_old_provider(), reason="not supported by the old provider")
     def test_label_generation(self, aws_client, snapshot, input_pairs):
         # Whenever values differ for a statistic type or period, that value is added to the label
-        utc_now = datetime.now(tz=timezone.utc)
+        utc_now = datetime.now(tz=UTC)
 
         namespace1 = f"test/{short_uid()}"
         # put metric data
@@ -2636,7 +2636,7 @@ def log_group_exists():
 
     @markers.aws.validated
     def test_get_metric_with_no_results(self, snapshot, aws_client):
-        utc_now = datetime.now(tz=timezone.utc)
+        utc_now = datetime.now(tz=UTC)
         namespace = f"n-{short_uid()}"
         metric = f"m-{short_uid()}"
 
@@ -2805,7 +2805,7 @@ def test_delete_alarm(self, aws_client, snapshot):
     def test_multiple_dimensions_statistics(self, aws_client, snapshot):
         snapshot.add_transformer(snapshot.transform.cloudwatch_api())
 
-        utc_now = datetime.now(tz=timezone.utc)
+        utc_now = datetime.now(tz=UTC)
         namespace = f"test/{short_uid()}"
         metric_name = "http.server.requests.count"
         dimensions = [
@@ -2825,7 +2825,7 @@ def test_multiple_dimensions_statistics(self, aws_client, snapshot):
                     "Unit": "Count",
                     "StorageResolution": 1,
                     "Dimensions": dimensions,
-                    "Timestamp": datetime.now(tz=timezone.utc),
+                    "Timestamp": datetime.now(tz=UTC),
                 }
             ],
         )
@@ -2838,7 +2838,7 @@ def test_multiple_dimensions_statistics(self, aws_client, snapshot):
                     "Unit": "Count",
                     "StorageResolution": 1,
                     "Dimensions": dimensions,
-                    "Timestamp": datetime.now(tz=timezone.utc),
+                    "Timestamp": datetime.now(tz=UTC),
                 }
             ],
         )
@@ -2894,7 +2894,7 @@ def sort_dimensions(data: dict):
     @pytest.mark.skipif(is_old_provider(), reason="New test for v2 provider")
     def test_invalid_amount_of_datapoints(self, aws_client, snapshot):
         snapshot.add_transformer(snapshot.transform.cloudwatch_api())
-        utc_now = datetime.now(tz=timezone.utc)
+        utc_now = datetime.now(tz=UTC)
         with pytest.raises(ClientError) as ex:
             aws_client.cloudwatch.get_metric_statistics(
                 Namespace="namespace",
diff --git a/tests/aws/services/dynamodb/test_dynamodb.py b/tests/aws/services/dynamodb/test_dynamodb.py
index c81e04e1c9b69..bbf212b035820 100644
--- a/tests/aws/services/dynamodb/test_dynamodb.py
+++ b/tests/aws/services/dynamodb/test_dynamodb.py
@@ -3,7 +3,6 @@
 import time
 from datetime import datetime
 from time import sleep
-from typing import Dict
 
 import botocore.exceptions
 import pytest
@@ -1893,7 +1892,7 @@ def test_query_on_deleted_resource(self, dynamodb_create_table, aws_client):
 
         rs = aws_client.dynamodb.query(
             TableName=table_name,
-            KeyConditionExpression="{} = :username".format(partition_key),
+            KeyConditionExpression=f"{partition_key} = :username",
             ExpressionAttributeValues={":username": {"S": "test"}},
         )
         assert rs["ResponseMetadata"]["HTTPStatusCode"] == 200
@@ -1903,7 +1902,7 @@ def test_query_on_deleted_resource(self, dynamodb_create_table, aws_client):
         with pytest.raises(Exception) as ctx:
             aws_client.dynamodb.query(
                 TableName=table_name,
-                KeyConditionExpression="{} = :username".format(partition_key),
+                KeyConditionExpression=f"{partition_key} = :username",
                 ExpressionAttributeValues={":username": {"S": "test"}},
             )
         assert ctx.match("ResourceNotFoundException")
@@ -2130,7 +2129,7 @@ def test_dynamodb_idempotent_writing(
             ProvisionedThroughput={"ReadCapacityUnits": 5, "WriteCapacityUnits": 5},
         )
 
-        def _transact_write(_d: Dict):
+        def _transact_write(_d: dict):
             return aws_client.dynamodb.transact_write_items(
                 ClientRequestToken="dedupe_token",
                 TransactItems=[
diff --git a/tests/aws/services/events/conftest.py b/tests/aws/services/events/conftest.py
index 55507d67ff091..3b9d9068af98f 100644
--- a/tests/aws/services/events/conftest.py
+++ b/tests/aws/services/events/conftest.py
@@ -1,6 +1,5 @@
 import json
 import logging
-from typing import Tuple
 
 import pytest
 
@@ -156,7 +155,7 @@ def put_events_with_filter_to_sqs(
 ):
     def _put_events_with_filter_to_sqs(
         pattern: dict,
-        entries_asserts: list[Tuple[list[dict], bool]],
+        entries_asserts: list[tuple[list[dict], bool]],
         event_bus_name: str = None,
         input_path: str = None,
         input_transformer: dict[dict, str] = None,
diff --git a/tests/aws/services/events/helper_functions.py b/tests/aws/services/events/helper_functions.py
index 0c39f6b7b813a..7ddd238f7c1a4 100644
--- a/tests/aws/services/events/helper_functions.py
+++ b/tests/aws/services/events/helper_functions.py
@@ -1,6 +1,6 @@
 import json
 import os
-from datetime import datetime, timedelta, timezone
+from datetime import UTC, datetime, timedelta
 
 from localstack.testing.aws.util import is_aws_cloud
 from localstack.utils.sync import retry
@@ -24,7 +24,7 @@ def events_time_string_to_timestamp(time_string: str) -> datetime:
 
 def get_cron_expression(delta_minutes: int) -> tuple[str, datetime]:
     """Get a exact cron expression for a future time in UTC from now rounded to the next full minute + delta_minutes."""
-    now = datetime.now(timezone.utc)
+    now = datetime.now(UTC)
     future_time = now + timedelta(minutes=delta_minutes)
 
     # Round to the next full minute
diff --git a/tests/aws/services/events/test_archive_and_replay.py b/tests/aws/services/events/test_archive_and_replay.py
index 4634aeb2401e6..8f70514949a80 100644
--- a/tests/aws/services/events/test_archive_and_replay.py
+++ b/tests/aws/services/events/test_archive_and_replay.py
@@ -1,5 +1,5 @@
 import json
-from datetime import datetime, timedelta, timezone
+from datetime import UTC, datetime, timedelta
 
 import pytest
 from botocore.exceptions import ClientError
@@ -377,7 +377,7 @@ def test_start_list_describe_canceled_replay(
         aws_client,
         snapshot,
     ):
-        event_start_time = datetime.now(timezone.utc)
+        event_start_time = datetime.now(UTC)
         event_end_time = event_start_time + timedelta(minutes=1)
 
         # setup event bus
@@ -503,7 +503,7 @@ def test_start_list_describe_canceled_replay(
     def test_list_replays_with_prefix(
         self, events_create_archive, events_create_event_bus, aws_client, snapshot
     ):
-        event_start_time = datetime.now(timezone.utc)
+        event_start_time = datetime.now(UTC)
         event_end_time = event_start_time + timedelta(minutes=1)
 
         event_bus_name = f"test-bus-{short_uid()}"
@@ -558,7 +558,7 @@ def test_list_replays_with_prefix(
     def test_list_replays_with_event_source_arn(
         self, events_create_event_bus, events_create_archive, aws_client, snapshot
     ):
-        event_start_time = datetime.now(timezone.utc)
+        event_start_time = datetime.now(UTC)
         event_end_time = event_start_time + timedelta(minutes=1)
 
         event_bus_name = f"test-bus-{short_uid()}"
@@ -596,7 +596,7 @@ def test_list_replays_with_event_source_arn(
     def test_list_replay_with_limit(
         self, events_create_event_bus, events_create_archive, aws_client, snapshot
     ):
-        event_start_time = datetime.now(timezone.utc)
+        event_start_time = datetime.now(UTC)
         event_end_time = event_start_time + timedelta(minutes=1)
 
         event_bus_name = f"test-bus-{short_uid()}"
@@ -666,8 +666,8 @@ def test_start_replay_error_unknown_event_bus(
             f"arn:aws:events:{region_name}:{account_id}:event-bus/{not_existing_event_bus_name}"
         )
 
-        start_time = datetime.now(timezone.utc) - timedelta(minutes=1)
-        end_time = datetime.now(timezone.utc)
+        start_time = datetime.now(UTC) - timedelta(minutes=1)
+        end_time = datetime.now(UTC)
 
         replay_name = f"test-replay-{short_uid()}"
         with pytest.raises(ClientError) as error:
@@ -708,8 +708,8 @@ def test_start_replay_error_unknown_archive(
         self, aws_client, region_name, account_id, snapshot
     ):
         not_existing_archive_name = f"doesnotexist-{short_uid()}"
-        start_time = datetime.now(timezone.utc) - timedelta(minutes=1)
-        end_time = datetime.now(timezone.utc)
+        start_time = datetime.now(UTC) - timedelta(minutes=1)
+        end_time = datetime.now(UTC)
         with pytest.raises(ClientError) as error:
             aws_client.events.start_replay(
                 ReplayName="test-replay",
@@ -739,8 +739,8 @@ def test_start_replay_error_duplicate_name_same_archive(
         ]
 
         replay_name = f"test-replay-{short_uid()}"
-        start_time = datetime.now(timezone.utc) - timedelta(minutes=1)
-        end_time = datetime.now(timezone.utc)
+        start_time = datetime.now(UTC) - timedelta(minutes=1)
+        end_time = datetime.now(UTC)
         aws_client.events.start_replay(
             ReplayName=replay_name,
             Description="description of the replay",
@@ -786,8 +786,8 @@ def test_start_replay_error_duplicate_different_archive(
             "ArchiveArn"
         ]
 
-        start_time = datetime.now(timezone.utc) - timedelta(minutes=1)
-        end_time = datetime.now(timezone.utc)
+        start_time = datetime.now(UTC) - timedelta(minutes=1)
+        end_time = datetime.now(UTC)
 
         replay_name = f"test-replay-{short_uid()}"
         aws_client.events.start_replay(
@@ -828,7 +828,7 @@ def test_start_replay_error_invalid_end_time(
         response = events_create_archive()
         archive_arn = response["ArchiveArn"]
 
-        start_time = datetime.now(timezone.utc)
+        start_time = datetime.now(UTC)
         end_time = start_time.replace(microsecond=0) - timedelta(
             seconds=negative_time_delta_seconds
         )
@@ -864,8 +864,8 @@ def tests_concurrency_error_too_many_active_replays(
         )["ArchiveArn"]
 
         replay_name_prefix = short_uid()
-        start_time = datetime.now(timezone.utc) - timedelta(minutes=1)
-        end_time = datetime.now(timezone.utc)
+        start_time = datetime.now(UTC) - timedelta(minutes=1)
+        end_time = datetime.now(UTC)
 
         num_replays = 10
         for i in range(num_replays):
diff --git a/tests/aws/services/events/test_events.py b/tests/aws/services/events/test_events.py
index 2ba4c452e2153..67cfbd6d426fa 100644
--- a/tests/aws/services/events/test_events.py
+++ b/tests/aws/services/events/test_events.py
@@ -886,8 +886,8 @@ def test_put_events_bus_to_bus(
     ):
         monkeypatch.setattr(config, "SQS_ENDPOINT_STRATEGY", strategy)
 
-        bus_name_one = "bus1-{}".format(short_uid())
-        bus_name_two = "bus2-{}".format(short_uid())
+        bus_name_one = f"bus1-{short_uid()}"
+        bus_name_two = f"bus2-{short_uid()}"
 
         events_create_event_bus(Name=bus_name_one)
         event_bus_2_arn = events_create_event_bus(Name=bus_name_two)["EventBusArn"]
diff --git a/tests/aws/services/events/test_events_patterns.py b/tests/aws/services/events/test_events_patterns.py
index da3f301772236..8c5bc3a73789c 100644
--- a/tests/aws/services/events/test_events_patterns.py
+++ b/tests/aws/services/events/test_events_patterns.py
@@ -3,7 +3,6 @@
 import os
 from datetime import datetime
 from pathlib import Path
-from typing import List, Tuple
 
 import json5
 import pytest
@@ -26,18 +25,18 @@
 TEST_PAYLOAD_DIR = os.path.join(THIS_FOLDER, "test_payloads")
 
 
-def load_request_templates(directory_path: str) -> List[Tuple[dict, str]]:
+def load_request_templates(directory_path: str) -> list[tuple[dict, str]]:
     json5_files = list_files_with_suffix(directory_path, ".json5")
     return [load_request_template(file_path) for file_path in json5_files]
 
 
-def load_request_template(file_path: str) -> Tuple[dict, str]:
-    with open(file_path, "r") as df:
+def load_request_template(file_path: str) -> tuple[dict, str]:
+    with open(file_path) as df:
         template = json5.load(df)
     return template, Path(file_path).stem
 
 
-def list_files_with_suffix(directory_path: str, suffix: str) -> List[str]:
+def list_files_with_suffix(directory_path: str, suffix: str) -> list[str]:
     files = []
     for root, _, filenames in os.walk(directory_path):
         for filename in filenames:
@@ -117,8 +116,8 @@ def test_event_pattern_with_multi_key(self, aws_client):
         """
 
         with (
-            open(COMPLEX_MULTI_KEY_EVENT, "r") as event_file,
-            open(COMPLEX_MULTI_KEY_EVENT_PATTERN, "r") as event_pattern_file,
+            open(COMPLEX_MULTI_KEY_EVENT) as event_file,
+            open(COMPLEX_MULTI_KEY_EVENT_PATTERN) as event_pattern_file,
         ):
             event = event_file.read()
             event_pattern = event_pattern_file.read()
diff --git a/tests/aws/services/events/test_events_schedule.py b/tests/aws/services/events/test_events_schedule.py
index a3b34a86f3a9c..a091238382526 100644
--- a/tests/aws/services/events/test_events_schedule.py
+++ b/tests/aws/services/events/test_events_schedule.py
@@ -1,6 +1,6 @@
 import json
 import time
-from datetime import timedelta, timezone
+from datetime import UTC, timedelta
 
 import pytest
 from botocore.exceptions import ClientError
@@ -377,7 +377,7 @@ def test_schedule_cron_target_sqs(
         # check if message was delivered at the correct time
         time_message = events_time_string_to_timestamp(
             json.loads(messages[0]["Body"])["time"]
-        ).replace(tzinfo=timezone.utc)
+        ).replace(tzinfo=UTC)
 
         # TODO fix JobScheduler to execute on exact time
         # round datetime to nearest minute
diff --git a/tests/aws/services/firehose/helper_functions.py b/tests/aws/services/firehose/helper_functions.py
index 6993e264734d4..84ffa79958db4 100644
--- a/tests/aws/services/firehose/helper_functions.py
+++ b/tests/aws/services/firehose/helper_functions.py
@@ -1,8 +1,5 @@
-from typing import Union
-
-
 def get_firehose_iam_documents(
-    bucket_arns: Union[list[str], str], stream_arns: Union[list[str], str]
+    bucket_arns: list[str] | str, stream_arns: list[str] | str
 ) -> tuple[dict, dict]:
     """
     Generate the required IAM role and policy documents for Firehose.
diff --git a/tests/aws/services/lambda_/test_lambda.py b/tests/aws/services/lambda_/test_lambda.py
index cac32bec7dd37..4ca943a7da49f 100644
--- a/tests/aws/services/lambda_/test_lambda.py
+++ b/tests/aws/services/lambda_/test_lambda.py
@@ -12,7 +12,7 @@
 import time
 from concurrent.futures import ThreadPoolExecutor
 from io import BytesIO
-from typing import Dict, TypeVar
+from typing import TypeVar
 
 import pytest
 import requests
@@ -153,7 +153,7 @@
 def read_streams(payload: T) -> T:
     new_payload = {}
     for k, v in payload.items():
-        if isinstance(v, Dict):
+        if isinstance(v, dict):
             new_payload[k] = read_streams(v)
         elif isinstance(v, StreamingBody):
             new_payload[k] = to_str(v.read())
@@ -397,7 +397,7 @@ def _invoke_lambda(*args):
             )
             return json.load(result["Payload"])["environment"]
 
-        def _transform_to_key_dict(env: Dict[str, str]):
+        def _transform_to_key_dict(env: dict[str, str]):
             return {
                 "AccessKeyId": env["AWS_ACCESS_KEY_ID"],
                 "SecretAccessKey": env["AWS_SECRET_ACCESS_KEY"],
diff --git a/tests/aws/services/lambda_/test_lambda_api.py b/tests/aws/services/lambda_/test_lambda_api.py
index 67dc8da6be851..00ceeae9ec812 100644
--- a/tests/aws/services/lambda_/test_lambda_api.py
+++ b/tests/aws/services/lambda_/test_lambda_api.py
@@ -15,10 +15,10 @@
 import logging
 import re
 import threading
+from collections.abc import Callable
 from hashlib import sha256
 from io import BytesIO
 from random import randint
-from typing import Callable
 
 import pytest
 import requests
@@ -4908,7 +4908,7 @@ def _assert_create_aliased_function_url(fn_version: str, fn_alias: str):
 class TestLambdaSizeLimits:
     def _generate_sized_python_str(self, filepath: str, size: int) -> str:
         """Generate a text of the specified size by appending #s at the end of the file"""
-        with open(filepath, "r") as f:
+        with open(filepath) as f:
             py_str = f.read()
         py_str += "#" * (size - len(py_str))
         return py_str
diff --git a/tests/aws/services/lambda_/test_lambda_developer_tools.py b/tests/aws/services/lambda_/test_lambda_developer_tools.py
index cd637ef2c26e6..ac7f0049dad11 100644
--- a/tests/aws/services/lambda_/test_lambda_developer_tools.py
+++ b/tests/aws/services/lambda_/test_lambda_developer_tools.py
@@ -55,7 +55,7 @@ def test_hot_reloading(
         mkdir(hot_reloading_dir_path)
         cleanups.append(lambda: rm_rf(hot_reloading_dir_path))
         function_content = load_file(handler_file)
-        with open(os.path.join(hot_reloading_dir_path, handler_filename), mode="wt") as f:
+        with open(os.path.join(hot_reloading_dir_path, handler_filename), mode="w") as f:
             f.write(function_content)
 
         mount_path = get_host_path_for_path_in_docker(hot_reloading_dir_path)
@@ -74,7 +74,7 @@ def test_hot_reloading(
         response_dict = json.load(response["Payload"])
         assert response_dict["counter"] == 2
         assert response_dict["constant"] == "value1"
-        with open(os.path.join(hot_reloading_dir_path, handler_filename), mode="wt") as f:
+        with open(os.path.join(hot_reloading_dir_path, handler_filename), mode="w") as f:
             f.write(function_content.replace("value1", "value2"))
         # we have to sleep here, since the hot reloading is debounced with 500ms
         time.sleep(sleep_time)
@@ -97,7 +97,7 @@ def test_hot_reloading(
         assert response_dict["counter"] == 1
         assert response_dict["constant"] == "value2"
         # now writing something in the new folder to check if it will reload
-        with open(os.path.join(test_folder, "test-file"), mode="wt") as f:
+        with open(os.path.join(test_folder, "test-file"), mode="w") as f:
             f.write("test-content")
         time.sleep(sleep_time)
         response = aws_client.lambda_.invoke(FunctionName=function_name, Payload=b"{}")
@@ -122,7 +122,7 @@ def test_hot_reloading_publish_version(
         mkdir(hot_reloading_dir_path)
         cleanups.append(lambda: rm_rf(hot_reloading_dir_path))
         function_content = load_file(HOT_RELOADING_NODEJS_HANDLER)
-        with open(os.path.join(hot_reloading_dir_path, "handler.mjs"), mode="wt") as f:
+        with open(os.path.join(hot_reloading_dir_path, "handler.mjs"), mode="w") as f:
             f.write(function_content)
 
         mount_path = get_host_path_for_path_in_docker(hot_reloading_dir_path)
@@ -167,7 +167,7 @@ def test_hot_reloading_environment_placeholder(
         mkdir(hot_reloading_dir_path)
         cleanups.append(lambda: rm_rf(hot_reloading_dir_path))
         function_content = load_file(HOT_RELOADING_PYTHON_HANDLER)
-        with open(os.path.join(hot_reloading_dir_path, "handler.py"), mode="wt") as f:
+        with open(os.path.join(hot_reloading_dir_path, "handler.py"), mode="w") as f:
             f.write(function_content)
 
         mount_path = get_host_path_for_path_in_docker(hot_reloading_dir_path)
diff --git a/tests/aws/services/lambda_/test_lambda_runtimes.py b/tests/aws/services/lambda_/test_lambda_runtimes.py
index 6c0e82bbec038..6b3f0fc504f44 100644
--- a/tests/aws/services/lambda_/test_lambda_runtimes.py
+++ b/tests/aws/services/lambda_/test_lambda_runtimes.py
@@ -7,7 +7,6 @@
 import os
 import shutil
 import textwrap
-from typing import List
 
 import pytest
 
@@ -45,7 +44,7 @@ class LambdaJavaTestlibsPackage(Package):
     def __init__(self):
         super().__init__("JavaLambdaTestlibs", LOCALSTACK_MAVEN_VERSION)
 
-    def get_versions(self) -> List[str]:
+    def get_versions(self) -> list[str]:
         return [LOCALSTACK_MAVEN_VERSION]
 
     def _get_installer(self, version: str) -> PackageInstaller:
diff --git a/tests/aws/services/s3/test_s3.py b/tests/aws/services/s3/test_s3.py
index 2907c3225326e..94ea9d06312ff 100644
--- a/tests/aws/services/s3/test_s3.py
+++ b/tests/aws/services/s3/test_s3.py
@@ -3713,9 +3713,9 @@ def test_s3_invalid_content_md5(self, s3_bucket, snapshot, aws_client):
         base_64_content_md5 = etag_to_base_64_content_md5(response["ETag"])
         assert content_md5 == base_64_content_md5
 
-        bad_digest_md5 = base64.b64encode(
-            hashlib.md5(f"{content}1".encode("utf-8")).digest()
-        ).decode("utf-8")
+        bad_digest_md5 = base64.b64encode(hashlib.md5(f"{content}1".encode()).digest()).decode(
+            "utf-8"
+        )
 
         hashes = [
             "__invalid__",
diff --git a/tests/aws/services/s3/test_s3_notifications_sns.py b/tests/aws/services/s3/test_s3_notifications_sns.py
index 81b6b2bd675dd..482f5a6d0f63b 100644
--- a/tests/aws/services/s3/test_s3_notifications_sns.py
+++ b/tests/aws/services/s3/test_s3_notifications_sns.py
@@ -1,7 +1,7 @@
 import json
 import logging
 from io import BytesIO
-from typing import TYPE_CHECKING, Dict, List
+from typing import TYPE_CHECKING
 
 import pytest
 from botocore.exceptions import ClientError
@@ -26,7 +26,7 @@ def create_sns_bucket_notification(
     sns_client: "SNSClient",
     bucket_name: str,
     topic_arn: str,
-    events: List["EventType"],
+    events: list["EventType"],
 ):
     """A NotificationFactory."""
     bucket_arn = arns.s3_bucket_arn(bucket_name)
@@ -62,7 +62,7 @@ def create_sns_bucket_notification(
 
 def sqs_collect_sns_messages(
     sqs_client: "SQSClient", queue_url: str, min_messages: int, timeout: int = 10
-) -> List[Dict]:
+) -> list[dict]:
     """
     Polls the given queue for the given amount of time and extracts the received SQS messages all SNS messages (messages that have a "TopicArn" field).
 
diff --git a/tests/aws/services/s3/test_s3_notifications_sqs.py b/tests/aws/services/s3/test_s3_notifications_sqs.py
index 498c589a7150c..3ea7fed2b4ab7 100644
--- a/tests/aws/services/s3/test_s3_notifications_sqs.py
+++ b/tests/aws/services/s3/test_s3_notifications_sqs.py
@@ -1,7 +1,7 @@
 import json
 import logging
 from io import BytesIO
-from typing import TYPE_CHECKING, Dict, List, Protocol
+from typing import TYPE_CHECKING, Protocol
 
 import pytest
 import requests
@@ -29,7 +29,7 @@ class NotificationFactory(Protocol):
     A protocol for connecting a bucket to a queue with a notification configurations and the necessary policies.
     """
 
-    def __call__(self, bucket_name: str, queue_url: str, events: List["EventType"]) -> None:
+    def __call__(self, bucket_name: str, queue_url: str, events: list["EventType"]) -> None:
         """
         Creates a new notification configuration and respective policies.
 
@@ -79,7 +79,7 @@ def create_sqs_bucket_notification(
     sqs_client: "SQSClient",
     bucket_name: str,
     queue_url: str,
-    events: List["EventType"],
+    events: list["EventType"],
 ):
     """A NotificationFactory."""
     queue_arn = set_policy_for_queue(sqs_client, queue_url, bucket_name)
@@ -100,7 +100,7 @@ def s3_create_sqs_bucket_notification(aws_client) -> NotificationFactory:
     def factory(
         bucket_name: str,
         queue_url: str,
-        events: List["EventType"],
+        events: list["EventType"],
         s3_client=aws_client.s3,
         sqs_client=aws_client.sqs,
     ):
@@ -111,7 +111,7 @@ def factory(
 
 def sqs_collect_s3_events(
     sqs_client: "SQSClient", queue_url: str, min_events: int, timeout: int = 10
-) -> List[Dict]:
+) -> list[dict]:
     """
     Polls the given queue for the given amount of time and extracts and flattens from the received messages all
     events (messages that have a "Records" field in their body, and where the records can be json-deserialized).
diff --git a/tests/aws/services/secretsmanager/test_secretsmanager.py b/tests/aws/services/secretsmanager/test_secretsmanager.py
index 7a91414c6879e..08225a44ff927 100644
--- a/tests/aws/services/secretsmanager/test_secretsmanager.py
+++ b/tests/aws/services/secretsmanager/test_secretsmanager.py
@@ -5,7 +5,6 @@
 import uuid
 from datetime import datetime
 from math import isclose
-from typing import Optional
 
 import pytest
 import requests
@@ -479,7 +478,7 @@ def test_create_multi_secrets(self, cleanups, aws_client):
             )
             rs = aws_client.secretsmanager.create_secret(
                 Name=secret_name,
-                SecretString="my_secret_{}".format(secret_name),
+                SecretString=f"my_secret_{secret_name}",
                 Description="testing creation of secrets",
             )
             arns.append(rs["ARN"])
@@ -750,7 +749,7 @@ def test_put_secret_value_with_version_stages(self, sm_snapshot, secret_name, aw
         sm_snapshot.match("get_secret_value_res_2", get_secret_value_res_2)
 
         secret_string_v3: str = "secret_string_v3"
-        version_stages_v3: ["str"] = ["AWSPENDING"]
+        version_stages_v3: [str] = ["AWSPENDING"]
         pv_v3_vid: str = str(uuid.uuid4())
         #
         put_secret_value_res_3 = aws_client.secretsmanager.put_secret_value(
@@ -1747,7 +1746,7 @@ def secretsmanager_http_put_pending_secret_value_val_res(
         return TestSecretsManager.secretsmanager_http_put_secret_value_val_res(res, secret_name)
 
     def secretsmanager_http_put_secret_value_with(
-        self, secret_id: str, secret_string: str, client_request_token: Optional[str]
+        self, secret_id: str, secret_string: str, client_request_token: str | None
     ) -> requests.Response:
         http_body: json = {
             "SecretId": secret_id,
@@ -1767,7 +1766,7 @@ def secretsmanager_http_put_secret_value_with_val_res(
         return res_json
 
     def secretsmanager_http_update_secret(
-        self, secret_id: str, secret_string: str, client_request_token: Optional[str]
+        self, secret_id: str, secret_string: str, client_request_token: str | None
     ):
         http_body: json = {"SecretId": secret_id, "SecretString": secret_string}
         if client_request_token:
@@ -1776,7 +1775,7 @@ def secretsmanager_http_update_secret(
 
     @staticmethod
     def secretsmanager_http_update_secret_val_res(
-        res: requests.Response, secret_name: str, client_request_token: Optional[str]
+        res: requests.Response, secret_name: str, client_request_token: str | None
     ):
         assert res.status_code == 200
         res_json: json = res.json()
@@ -1789,7 +1788,7 @@ def secretsmanager_http_put_secret_value_with_version(
         self,
         secret_id: str,
         secret_string: str,
-        client_request_token: Optional[str],
+        client_request_token: str | None,
         version_stages: list[str],
     ) -> requests.Response:
         http_body: json = {
@@ -1804,7 +1803,7 @@ def secretsmanager_http_put_secret_value_with_version(
     def secretsmanager_http_put_secret_value_with_version_val_res(
         res: requests.Response,
         secret_name: str,
-        client_request_token: Optional[str],
+        client_request_token: str | None,
         version_stages: list[str],
     ) -> json:
         req_version_id: str
@@ -2270,7 +2269,7 @@ def test_secret_exists(self, secret_name, aws_client):
         description = "Testing secret already exists."
         rs = aws_client.secretsmanager.create_secret(
             Name=secret_name,
-            SecretString="my_secret_{}".format(secret_name),
+            SecretString=f"my_secret_{secret_name}",
             Description=description,
         )
         self._wait_created_is_listed(aws_client.secretsmanager, secret_id=secret_name)
@@ -2292,7 +2291,7 @@ def test_secret_exists(self, secret_name, aws_client):
         ) as res_exists_ex:
             aws_client.secretsmanager.create_secret(
                 Name=secret_name,
-                SecretString="my_secret_{}".format(secret_name),
+                SecretString=f"my_secret_{secret_name}",
                 Description=description,
             )
         assert res_exists_ex.typename == "ResourceExistsException"
@@ -2307,7 +2306,7 @@ def test_secret_exists_snapshots(self, secret_name, sm_snapshot, cleanups, aws_c
         description = "Snapshot testing secret already exists."
         rs = aws_client.secretsmanager.create_secret(
             Name=secret_name,
-            SecretString="my_secret_{}".format(secret_name),
+            SecretString=f"my_secret_{secret_name}",
             Description=description,
         )
         self._wait_created_is_listed(aws_client.secretsmanager, secret_id=secret_name)
@@ -2318,7 +2317,7 @@ def test_secret_exists_snapshots(self, secret_name, sm_snapshot, cleanups, aws_c
         ) as res_exists_ex:
             aws_client.secretsmanager.create_secret(
                 Name=secret_name,
-                SecretString="my_secret_{}".format(secret_name),
+                SecretString=f"my_secret_{secret_name}",
                 Description=description,
             )
         sm_snapshot.match("ex_log", res_exists_ex.value.response)
diff --git a/tests/aws/services/ses/test_ses.py b/tests/aws/services/ses/test_ses.py
index 017c263aaf439..ebe5531d749b8 100644
--- a/tests/aws/services/ses/test_ses.py
+++ b/tests/aws/services/ses/test_ses.py
@@ -2,7 +2,6 @@
 import json
 import os
 from datetime import date, datetime
-from typing import Optional, Tuple
 
 import pytest
 import requests
@@ -93,8 +92,8 @@ def setup_email_addresses(ses_verify_identity):
     """
 
     def inner(
-        sender_email_address: Optional[str] = None, recipient_email_address: Optional[str] = None
-    ) -> Tuple[str, str]:
+        sender_email_address: str | None = None, recipient_email_address: str | None = None
+    ) -> tuple[str, str]:
         if is_aws_cloud():
             if sender_email_address is None:
                 raise ValueError(
@@ -932,7 +931,7 @@ def test_send_email_can_retrospect(self, aws_client):
         def _read_message_from_filesystem(message_id: str) -> dict:
             """Given a message ID, read the message from filesystem and deserialise it."""
             data_dir = config.dirs.data or config.dirs.tmp
-            with open(os.path.join(data_dir, "ses", message_id + ".json"), "r") as f:
+            with open(os.path.join(data_dir, "ses", message_id + ".json")) as f:
                 message = f.read()
             return json.loads(message)
 
@@ -1025,7 +1024,7 @@ def test_send_templated_email_can_retrospect(self, create_template, aws_client):
         )
         message_id = message["MessageId"]
 
-        with open(os.path.join(data_dir, "ses", message_id + ".json"), "r") as f:
+        with open(os.path.join(data_dir, "ses", message_id + ".json")) as f:
             message = f.read()
 
         contents = json.loads(message)
diff --git a/tests/aws/services/sqs/test_sqs.py b/tests/aws/services/sqs/test_sqs.py
index 70109309bf8e9..959417eb628b7 100644
--- a/tests/aws/services/sqs/test_sqs.py
+++ b/tests/aws/services/sqs/test_sqs.py
@@ -4,7 +4,7 @@
 import time
 from queue import Empty, Queue
 from threading import Timer
-from typing import TYPE_CHECKING, Dict
+from typing import TYPE_CHECKING
 
 import pytest
 import requests
@@ -2489,7 +2489,7 @@ def test_publish_get_delete_message_batch(self, sqs_create_queue, aws_sqs_client
         ids_received = set()
         for i in range(message_count):
             ids_sent.add(successful[i]["MessageId"])
-            ids_received.add((result_recv[i]["MessageId"]))
+            ids_received.add(result_recv[i]["MessageId"])
 
         assert ids_sent == ids_received
 
@@ -3001,9 +3001,7 @@ def test_dead_letter_queue_config(self, sqs_create_queue, region_name):
 
         dl_queue_url = sqs_create_queue(QueueName=dead_letter_queue_name)
         url_parts = dl_queue_url.split("/")
-        dl_target_arn = "arn:aws:sqs:{}:{}:{}".format(
-            region_name, url_parts[len(url_parts) - 2], url_parts[-1]
-        )
+        dl_target_arn = f"arn:aws:sqs:{region_name}:{url_parts[len(url_parts) - 2]}:{url_parts[-1]}"
 
         conf = {"deadLetterTargetArn": dl_target_arn, "maxReceiveCount": 50}
         attributes = {"RedrivePolicy": json.dumps(conf)}
@@ -3771,21 +3769,19 @@ def test_dead_letter_queue_execution_lambda_mapping_preserves_id(
         # FIXME: message id is now preserved, but test is broken
         # https://docs.aws.amazon.com/AWSSimpleQueueService/latest/SQSDeveloperGuide/sqs-dead-letter-queues.html
         queue_name = f"queue-{short_uid()}"
-        dead_letter_queue_name = "dl-queue-{}".format(short_uid())
+        dead_letter_queue_name = f"dl-queue-{short_uid()}"
         dl_queue_url = sqs_create_queue(QueueName=dead_letter_queue_name)
 
         # create arn
         url_parts = dl_queue_url.split("/")
-        dl_target_arn = "arn:aws:sqs:{}:{}:{}".format(
-            region_name, url_parts[len(url_parts) - 2], url_parts[-1]
-        )
+        dl_target_arn = f"arn:aws:sqs:{region_name}:{url_parts[len(url_parts) - 2]}:{url_parts[-1]}"
 
         policy = {"deadLetterTargetArn": dl_target_arn, "maxReceiveCount": 1}
         queue_url = sqs_create_queue(
             QueueName=queue_name, Attributes={"RedrivePolicy": json.dumps(policy)}
         )
 
-        lambda_name = "lambda-{}".format(short_uid())
+        lambda_name = f"lambda-{short_uid()}"
         create_lambda_function(
             func_name=lambda_name,
             handler_file=TEST_LAMBDA_PYTHON,
@@ -3793,9 +3789,7 @@ def test_dead_letter_queue_execution_lambda_mapping_preserves_id(
         )
         # create arn
         url_parts = queue_url.split("/")
-        queue_arn = "arn:aws:sqs:{}:{}:{}".format(
-            region_name, url_parts[len(url_parts) - 2], url_parts[-1]
-        )
+        queue_arn = f"arn:aws:sqs:{region_name}:{url_parts[len(url_parts) - 2]}:{url_parts[-1]}"
         aws_client.lambda_.create_event_source_mapping(
             EventSourceArn=queue_arn, FunctionName=lambda_name
         )
@@ -4658,7 +4652,7 @@ def test_delete_message_with_deleted_receipt_handle(self, sqs_queue, aws_sqs_cli
     def _add_error_detail_transformer(self, snapshot):
         """Adds a transformer to ignore {"Error": {"Detail": None, ...}} entries in snapshot error responses"""
 
-        def _remove_error_details(snapshot_content: Dict, *args) -> Dict:
+        def _remove_error_details(snapshot_content: dict, *args) -> dict:
             for response in snapshot_content.values():
                 response.get("Error", {}).pop("Detail", None)
             return snapshot_content
diff --git a/tests/aws/services/ssm/test_ssm.py b/tests/aws/services/ssm/test_ssm.py
index b9a7ff7ff79c5..009e79a252028 100644
--- a/tests/aws/services/ssm/test_ssm.py
+++ b/tests/aws/services/ssm/test_ssm.py
@@ -176,11 +176,11 @@ def test_trigger_event_on_systems_manager_change(
     ):
         monkeypatch.setattr(config, "SQS_ENDPOINT_STRATEGY", strategy)
 
-        rule_name = "rule-{}".format(short_uid())
-        target_id = "target-{}".format(short_uid())
+        rule_name = f"rule-{short_uid()}"
+        target_id = f"target-{short_uid()}"
 
         # create queue
-        queue_name = "queue-{}".format(short_uid())
+        queue_name = f"queue-{short_uid()}"
         queue_url = aws_client.sqs.create_queue(QueueName=queue_name)["QueueUrl"]
         queue_arn = arns.sqs_queue_arn(queue_name, TEST_AWS_ACCOUNT_ID, TEST_AWS_REGION_NAME)
 
diff --git a/tests/aws/services/stepfunctions/mocked_service_integrations/mocked_service_integrations.py b/tests/aws/services/stepfunctions/mocked_service_integrations/mocked_service_integrations.py
index 2ab9f76a13f9a..ab5910897544b 100644
--- a/tests/aws/services/stepfunctions/mocked_service_integrations/mocked_service_integrations.py
+++ b/tests/aws/services/stepfunctions/mocked_service_integrations/mocked_service_integrations.py
@@ -52,7 +52,7 @@ class MockedServiceIntegrationsLoader(abc.ABC):
     def load(file_path: str) -> dict:
         template = _LOAD_CACHE.get(file_path)
         if template is None:
-            with open(file_path, "r") as df:
+            with open(file_path) as df:
                 template = json5.load(df)
             _LOAD_CACHE[file_path] = template
         return copy.deepcopy(template)
diff --git a/tests/aws/services/stepfunctions/templates/template_loader.py b/tests/aws/services/stepfunctions/templates/template_loader.py
index d7e30ac48f4d8..e7141c7e66013 100644
--- a/tests/aws/services/stepfunctions/templates/template_loader.py
+++ b/tests/aws/services/stepfunctions/templates/template_loader.py
@@ -12,7 +12,7 @@ class TemplateLoader(abc.ABC):
     def load_sfn_template(file_path: str) -> dict:
         template = _LOAD_CACHE.get(file_path)
         if template is None:
-            with open(file_path, "r") as df:
+            with open(file_path) as df:
                 template = json5.load(df)
             _LOAD_CACHE[file_path] = template
         return copy.deepcopy(template)
diff --git a/tests/aws/services/stepfunctions/v2/base/test_wait.py b/tests/aws/services/stepfunctions/v2/base/test_wait.py
index b9c1f4a243b2e..915da792d5360 100644
--- a/tests/aws/services/stepfunctions/v2/base/test_wait.py
+++ b/tests/aws/services/stepfunctions/v2/base/test_wait.py
@@ -36,9 +36,7 @@ def test_timestamp_too_far_in_future_boundary(
         template = BaseTemplate.load_sfn_template(BaseTemplate.WAIT_TIMESTAMP_PATH)
         definition = json.dumps(template)
 
-        wait_timestamp = datetime.datetime.now(tz=datetime.timezone.utc) + datetime.timedelta(
-            days=days
-        )
+        wait_timestamp = datetime.datetime.now(tz=datetime.UTC) + datetime.timedelta(days=days)
         timestamp = wait_timestamp.strftime("%Y-%m-%dT%H:%M:%S")
 
         full_timestamp = f"{timestamp}.000Z"
@@ -82,7 +80,7 @@ def test_wait_timestamppath(
         template = BaseTemplate.load_sfn_template(BaseTemplate.WAIT_TIMESTAMP_PATH)
         definition = json.dumps(template)
 
-        wait_timestamp = datetime.datetime.now(tz=datetime.timezone.utc)
+        wait_timestamp = datetime.datetime.now(tz=datetime.UTC)
         timestamp = wait_timestamp.strftime("%Y-%m-%dT%H:%M:%S")
 
         full_timestamp = f"{timestamp}{timestamp_suffix}"
diff --git a/tests/aws/services/sts/test_sts.py b/tests/aws/services/sts/test_sts.py
index 6488f4f13799c..e5163627ce914 100644
--- a/tests/aws/services/sts/test_sts.py
+++ b/tests/aws/services/sts/test_sts.py
@@ -188,12 +188,8 @@ def test_assume_role_with_saml(self, aws_client):
             fed_name=fed_name,
         ).replace("\n", "")
 
-        role_arn = "arn:aws:iam::{account_id}:role/{role_name}".format(
-            account_id=account_id, role_name=role_name
-        )
-        principal_arn = "arn:aws:iam:{account_id}:saml-provider/{provider_name}".format(
-            account_id=account_id, provider_name=provider_name
-        )
+        role_arn = f"arn:aws:iam::{account_id}:role/{role_name}"
+        principal_arn = f"arn:aws:iam:{account_id}:saml-provider/{provider_name}"
         base64_saml_assertion = b64encode(saml_assertion.encode("utf-8")).decode("utf-8")
         response = aws_client.sts.assume_role_with_saml(
             RoleArn=role_arn,
diff --git a/tests/aws/services/swf/test_swf.py b/tests/aws/services/swf/test_swf.py
index ba42346656a4e..3871fccd14b66 100644
--- a/tests/aws/services/swf/test_swf.py
+++ b/tests/aws/services/swf/test_swf.py
@@ -15,9 +15,9 @@ def test_run_workflow(self, aws_client):
         swf_client = aws_client.swf
 
         swf_unique_id = short_uid()
-        workflow_domain_name = "test-swf-domain-{}".format(swf_unique_id)
-        workflow_type_name = "test-swf-workflow-{}".format(swf_unique_id)
-        workflow_activity_name = "test-swf-activity-{}".format(swf_unique_id)
+        workflow_domain_name = f"test-swf-domain-{swf_unique_id}"
+        workflow_type_name = f"test-swf-workflow-{swf_unique_id}"
+        workflow_activity_name = f"test-swf-activity-{swf_unique_id}"
 
         swf_client.register_domain(
             name=workflow_domain_name, workflowExecutionRetentionPeriodInDays="1"
diff --git a/tests/aws/test_moto.py b/tests/aws/test_moto.py
index e28b4fd71ebc9..d5f4aa48af582 100644
--- a/tests/aws/test_moto.py
+++ b/tests/aws/test_moto.py
@@ -1,5 +1,4 @@
 from io import BytesIO
-from typing import Optional
 
 import pytest
 from moto.core import DEFAULT_ACCOUNT_ID as DEFAULT_MOTO_ACCOUNT_ID
@@ -306,7 +305,7 @@ class FakeNoSuchBucket(ServiceException):
         code: str = "NoSuchBucket"
         sender_fault: bool = False
         status_code: int = 404
-        BucketName: Optional[str]
+        BucketName: str | None
 
     def __init__(self) -> None:
         super().__init__()
diff --git a/tests/bootstrap/conftest.py b/tests/bootstrap/conftest.py
index 9886d22853fa9..9219be34abdb6 100644
--- a/tests/bootstrap/conftest.py
+++ b/tests/bootstrap/conftest.py
@@ -1,5 +1,4 @@
 import os
-from typing import Optional
 
 import pytest
 
@@ -20,7 +19,7 @@ def cdk_template_path():
 @pytest.fixture(scope="session")
 def infrastructure_setup(cdk_template_path, aws_client_factory):
     def _infrastructure_setup(
-        namespace: str, force_synth: Optional[bool] = False, port: int = constants.DEFAULT_PORT_EDGE
+        namespace: str, force_synth: bool | None = False, port: int = constants.DEFAULT_PORT_EDGE
     ) -> InfraProvisioner:
         """
         :param namespace: repo-unique identifier for this CDK app.
diff --git a/tests/bootstrap/test_cosmetic_configuration.py b/tests/bootstrap/test_cosmetic_configuration.py
index 37610216c3b25..ebdc7aee17337 100644
--- a/tests/bootstrap/test_cosmetic_configuration.py
+++ b/tests/bootstrap/test_cosmetic_configuration.py
@@ -1,6 +1,6 @@
 import io
 import os
-from typing import Generator, Type
+from collections.abc import Generator
 from urllib.parse import urlparse
 
 import aws_cdk as cdk
@@ -87,7 +87,7 @@ def container(
 
 
 def raise_exception_with_cloudwatch_logs(
-    aws_client: ServiceLevelClientFactory, exc_class: Type[Exception] = AssertionError
+    aws_client: ServiceLevelClientFactory, exc_class: type[Exception] = AssertionError
 ):
     out = io.StringIO()
 
diff --git a/tests/integration/docker_utils/conftest.py b/tests/integration/docker_utils/conftest.py
index 39860824f8a58..a247666b56214 100644
--- a/tests/integration/docker_utils/conftest.py
+++ b/tests/integration/docker_utils/conftest.py
@@ -1,5 +1,4 @@
 import os
-from typing import Type
 
 import pytest
 
@@ -22,7 +21,7 @@ def _check_skip(client: ContainerClient):
     ids=["CmdDockerClient", "SdkDockerClient"],
     scope="class",
 )
-def docker_client_class(request) -> Type[ContainerClient]:
+def docker_client_class(request) -> type[ContainerClient]:
     return request.param
 
 
diff --git a/tests/integration/docker_utils/test_docker.py b/tests/integration/docker_utils/test_docker.py
index 4f62f0076bfce..4ebaf973e7e3f 100644
--- a/tests/integration/docker_utils/test_docker.py
+++ b/tests/integration/docker_utils/test_docker.py
@@ -6,7 +6,8 @@
 import re
 import textwrap
 import time
-from typing import Callable, NamedTuple, Type
+from collections.abc import Callable
+from typing import NamedTuple
 
 import pytest
 from docker.models.containers import Container
@@ -48,13 +49,11 @@
 from localstack.utils.threads import FuncThread
 from tests.integration.docker_utils.conftest import is_podman_test, skip_for_podman
 
-ContainerInfo = NamedTuple(
-    "ContainerInfo",
-    [
-        ("container_id", str),
-        ("container_name", str),
-    ],
-)
+
+class ContainerInfo(NamedTuple):
+    container_id: str
+    container_name: str
+
 
 LOG = logging.getLogger(__name__)
 
@@ -365,7 +364,7 @@ def test_start_non_existing_container(self, docker_client: ContainerClient):
         with pytest.raises(NoSuchContainer):
             docker_client.start_container("this_container_does_not_exist")
 
-    def test_docker_not_available(self, docker_client_class: Type[ContainerClient], monkeypatch):
+    def test_docker_not_available(self, docker_client_class: type[ContainerClient], monkeypatch):
         monkeypatch.setattr(config, "DOCKER_CMD", "non-existing-binary")
         monkeypatch.setenv("DOCKER_HOST", "/var/run/docker.sock1")
         # initialize the client after mocking the environment
diff --git a/tests/integration/test_config_service.py b/tests/integration/test_config_service.py
index 03dad8d204de5..35792ac52eda9 100644
--- a/tests/integration/test_config_service.py
+++ b/tests/integration/test_config_service.py
@@ -33,7 +33,7 @@ def _create_config_recorder(iam_role_arn: str):
     def test_put_configuration_recorder(
         self, aws_client, create_role, create_configuration_recorder
     ):
-        iam_role_name = "role-{}".format(short_uid())
+        iam_role_name = f"role-{short_uid()}"
         iam_role_arn = create_role(
             RoleName=iam_role_name, AssumeRolePolicyDocument=json.dumps(ASSUME_POLICY_DOCUMENT)
         )["Role"]["Arn"]
@@ -57,7 +57,7 @@ def test_put_configuration_recorder(
     def test_put_delivery_channel(
         self, aws_client, s3_create_bucket, create_role, create_configuration_recorder
     ):
-        iam_role_name = "role-{}".format(short_uid())
+        iam_role_name = f"role-{short_uid()}"
         iam_role_arn = create_role(
             RoleName=iam_role_name, AssumeRolePolicyDocument=json.dumps(ASSUME_POLICY_DOCUMENT)
         )["Role"]["Arn"]
diff --git a/tests/unit/aws/protocol/test_parser.py b/tests/unit/aws/protocol/test_parser.py
index f647daed9d4be..a7b5f8cb61fd0 100644
--- a/tests/unit/aws/protocol/test_parser.py
+++ b/tests/unit/aws/protocol/test_parser.py
@@ -1,4 +1,4 @@
-from datetime import datetime, timezone
+from datetime import UTC, datetime
 from io import BytesIO
 from urllib.parse import unquote, urlencode, urlsplit
 
@@ -450,8 +450,8 @@ def test_query_parser_no_input_shape_autoscaling_with_botocore():
 
 def test_query_parser_iot_with_botocore():
     """Test if timestamp for 'rest-json' is parsed correctly"""
-    start = datetime(2023, 1, 10, tzinfo=timezone.utc)
-    end = datetime(2023, 1, 11, tzinfo=timezone.utc)
+    start = datetime(2023, 1, 10, tzinfo=UTC)
+    end = datetime(2023, 1, 11, tzinfo=UTC)
     _botocore_parser_integration_test(
         service="iot",
         action="ListAuditMitigationActionsTasks",
@@ -1229,7 +1229,7 @@ def test_restxml_header_date_parsing():
         ContentLength=3,
         Body=BytesIO(b"foo"),
         Metadata={},
-        Expires=datetime(2015, 1, 1, 0, 0, tzinfo=timezone.utc),
+        Expires=datetime(2015, 1, 1, 0, 0, tzinfo=UTC),
     )
 
 
diff --git a/tests/unit/aws/protocol/test_serializer.py b/tests/unit/aws/protocol/test_serializer.py
index 156abc589644e..8d8dbb5b1dd57 100644
--- a/tests/unit/aws/protocol/test_serializer.py
+++ b/tests/unit/aws/protocol/test_serializer.py
@@ -2,9 +2,10 @@
 import io
 import json
 import re
+from collections.abc import Iterator
 from datetime import datetime
 from io import BytesIO
-from typing import Any, Dict, Iterator, List, Optional
+from typing import Any
 from xml.etree import ElementTree
 
 import pytest
@@ -119,9 +120,9 @@ def _botocore_error_serializer_integration_test(
     exception: ServiceException,
     code: str,
     status_code: int,
-    message: Optional[str],
+    message: str | None,
     is_sender_fault: bool = False,
-    **additional_error_fields: Dict[str, Any],
+    **additional_error_fields: dict[str, Any],
 ) -> dict:
     """
     Performs an integration test for the error serialization using botocore as parser.
@@ -195,7 +196,7 @@ def _botocore_error_serializer_integration_test(
 
 
 def _botocore_event_streaming_test(
-    service: str, action: str, response: dict, response_root_tag: str, expected_events: List[dict]
+    service: str, action: str, response: dict, response_root_tag: str, expected_events: list[dict]
 ):
     """
     Tests the serialization of event streaming responses using botocore.
@@ -627,8 +628,8 @@ class NoSuchKey(ServiceException):
         code: str = "NoSuchKey"
         sender_fault: bool = False
         status_code: int = 404
-        DeleteMarker: Optional[bool]
-        VersionId: Optional[str]
+        DeleteMarker: bool | None
+        VersionId: str | None
 
     exception = NoSuchKey(
         "You shall not access this API! Sincerely, your friendly neighbourhood firefighter.",
@@ -1677,7 +1678,7 @@ def __eq__(self, other):
 
 
 class ComparableBytesIterator(Iterator[bytes]):
-    def __init__(self, bytes_list: List[bytes]):
+    def __init__(self, bytes_list: list[bytes]):
         self.gen = iter(bytes_list)
         self.value = b"".join(bytes_list)
 
@@ -1788,8 +1789,8 @@ def test_restjson_streaming_payload(payload):
 )
 def test_accept_header_detection(
     service: str,
-    accept_header: Optional[str],
-    content_type_header: Optional[str],
+    accept_header: str | None,
+    content_type_header: str | None,
     expected_mime_type: str,
 ):
     service_model = load_service(service)
diff --git a/tests/unit/aws/test_service_router.py b/tests/unit/aws/test_service_router.py
index 00768ff4844a1..8a7c6f8722892 100644
--- a/tests/unit/aws/test_service_router.py
+++ b/tests/unit/aws/test_service_router.py
@@ -1,5 +1,5 @@
 from datetime import datetime
-from typing import Any, Dict, Tuple
+from typing import Any
 from urllib.parse import urlsplit
 
 import pytest
@@ -13,7 +13,7 @@
 from localstack.utils.run import to_str
 
 
-def _collect_operations() -> Tuple[ServiceModel, OperationModel]:
+def _collect_operations() -> tuple[ServiceModel, OperationModel]:
     """
     Collects all service<>operation combinations to test.
     """
@@ -132,7 +132,7 @@ def _botocore_request_to_localstack_request(request_object: AWSRequest) -> Reque
 }
 
 
-def _create_dummy_request_args(operation_model: OperationModel) -> Dict:
+def _create_dummy_request_args(operation_model: OperationModel) -> dict:
     """Creates a dummy request param dict for the given operation."""
     input_shape: StructureShape = operation_model.input_shape
     if not input_shape:
diff --git a/tests/unit/aws/test_skeleton.py b/tests/unit/aws/test_skeleton.py
index 846d41340cd18..c2aab77dab70b 100644
--- a/tests/unit/aws/test_skeleton.py
+++ b/tests/unit/aws/test_skeleton.py
@@ -1,4 +1,4 @@
-from typing import Dict, List, TypedDict
+from typing import TypedDict
 
 import pytest
 from botocore.parsers import create_parser
@@ -18,10 +18,10 @@
 """ Stripped down version of the SQS API generated by the Scaffold. """
 
 String = str
-StringList = List[String]
+StringList = list[String]
 
 Binary = bytes
-BinaryList = List[Binary]
+BinaryList = list[Binary]
 Integer = int
 
 
@@ -64,9 +64,9 @@ class MessageSystemAttributeValue(TypedDict):
     DataType: String
 
 
-MessageBodyAttributeMap = Dict[String, MessageAttributeValue]
-MessageSystemAttributeMap = Dict[MessageSystemAttributeName, String]
-MessageBodySystemAttributeMap = Dict[
+MessageBodyAttributeMap = dict[String, MessageAttributeValue]
+MessageSystemAttributeMap = dict[MessageSystemAttributeName, String]
+MessageBodySystemAttributeMap = dict[
     MessageSystemAttributeNameForSends, MessageSystemAttributeValue
 ]
 
diff --git a/tests/unit/aws/test_spec.py b/tests/unit/aws/test_spec.py
index b20b57ad76087..d99f6ffbb5724 100644
--- a/tests/unit/aws/test_spec.py
+++ b/tests/unit/aws/test_spec.py
@@ -1,5 +1,3 @@
-from typing import Type
-
 import pytest
 from botocore.exceptions import UnknownServiceError
 from botocore.model import ServiceModel, StringShape
@@ -121,7 +119,7 @@ def test_protocol_specific_loading(
     ],
 )
 def test_invalid_service_loading(
-    service_name: ServiceName, protocol: ProtocolName, expected_exception: Type[Exception]
+    service_name: ServiceName, protocol: ProtocolName, expected_exception: type[Exception]
 ):
     with pytest.raises(expected_exception):
         load_service(service=service_name, protocol=protocol)
diff --git a/tests/unit/cli/test_lpm.py b/tests/unit/cli/test_lpm.py
index 605aac7ef00ad..4bf7c75564dcb 100644
--- a/tests/unit/cli/test_lpm.py
+++ b/tests/unit/cli/test_lpm.py
@@ -1,5 +1,4 @@
 import os.path
-from typing import List
 
 import pytest
 from click.testing import CliRunner
@@ -48,7 +47,7 @@ class FailingPackage(Package):
         def __init__(self):
             super().__init__("Failing Installer", "latest")
 
-        def get_versions(self) -> List[str]:
+        def get_versions(self) -> list[str]:
             return ["latest"]
 
         def _get_installer(self, version: str) -> PackageInstaller:
@@ -69,7 +68,7 @@ class SuccessfulPackage(Package):
         def __init__(self):
             super().__init__("Successful Installer", "latest")
 
-        def get_versions(self) -> List[str]:
+        def get_versions(self) -> list[str]:
             return ["latest"]
 
         def _get_installer(self, version: str) -> PackageInstaller:
@@ -86,7 +85,7 @@ def _get_install_marker_path(self, install_dir: str) -> str:
         def _install(self, target: InstallTarget) -> None:
             pass
 
-    def patched_get_packages(*_) -> List[Package]:
+    def patched_get_packages(*_) -> list[Package]:
         return [FailingPackage(), SuccessfulPackage()]
 
     with Patch.function(target=PackagesPluginManager.get_packages, fn=patched_get_packages):
diff --git a/tests/unit/http_/test_asgi.py b/tests/unit/http_/test_asgi.py
index dbed33d8be862..663508e4e1f92 100644
--- a/tests/unit/http_/test_asgi.py
+++ b/tests/unit/http_/test_asgi.py
@@ -5,7 +5,6 @@
 from concurrent.futures import ThreadPoolExecutor
 from queue import Queue
 from threading import Thread
-from typing import List
 
 import pytest
 import requests
@@ -17,7 +16,7 @@
 
 
 def test_serve_asgi_adapter(serve_asgi_adapter):
-    request_list: List[Request] = []
+    request_list: list[Request] = []
 
     @Request.application
     def app(request: Request) -> Response:
@@ -136,7 +135,7 @@ def _gen():
 
 
 def test_chunked_transfer_encoding_request(serve_asgi_adapter):
-    request_list: List[Request] = []
+    request_list: list[Request] = []
 
     @Request.application
     def app(request: Request) -> Response:
diff --git a/tests/unit/http_/test_dispatcher.py b/tests/unit/http_/test_dispatcher.py
index 1a4b2421b5e26..41af4071410f4 100644
--- a/tests/unit/http_/test_dispatcher.py
+++ b/tests/unit/http_/test_dispatcher.py
@@ -1,4 +1,4 @@
-from typing import Any, Dict
+from typing import Any
 
 import pytest
 from werkzeug.exceptions import NotFound
@@ -14,7 +14,7 @@ def test_handler_dispatcher(self):
         def handler_foo(_request: Request) -> Response:
             return Response("ok")
 
-        def handler_bar(_request: Request, bar, baz) -> Dict[str, any]:
+        def handler_bar(_request: Request, bar, baz) -> dict[str, any]:
             response = Response()
             response.set_json({"bar": bar, "baz": baz})
             return response
@@ -42,7 +42,7 @@ def handler(_request: Request, arg1) -> Response:  # invalid signature
     def test_handler_dispatcher_with_dict_return(self):
         router = Router(dispatcher=handler_dispatcher())
 
-        def handler(_request: Request, arg1) -> Dict[str, Any]:
+        def handler(_request: Request, arg1) -> dict[str, Any]:
             return {"arg1": arg1, "hello": "there"}
 
         router.add("/foo/<arg1>", handler)
diff --git a/tests/unit/http_/test_hypercorn.py b/tests/unit/http_/test_hypercorn.py
index 85693337c9228..5eee76bf5888d 100644
--- a/tests/unit/http_/test_hypercorn.py
+++ b/tests/unit/http_/test_hypercorn.py
@@ -1,6 +1,5 @@
 import re
 from contextlib import contextmanager
-from typing import Optional
 
 import requests
 from werkzeug.datastructures import Headers
@@ -17,7 +16,7 @@
 
 
 @contextmanager
-def server_context(server: Server, timeout: Optional[float] = 10):
+def server_context(server: Server, timeout: float | None = 10):
     server.start()
     server.wait_is_up(timeout)
     try:
diff --git a/tests/unit/http_/test_proxy.py b/tests/unit/http_/test_proxy.py
index e7b6318bbbd85..28faeb49c96fa 100644
--- a/tests/unit/http_/test_proxy.py
+++ b/tests/unit/http_/test_proxy.py
@@ -1,5 +1,4 @@
 import json
-from typing import Tuple
 
 import pytest
 import requests
@@ -14,7 +13,7 @@
 
 
 @pytest.fixture
-def router_server(serve_asgi_adapter) -> Tuple[Router, HypercornServer]:
+def router_server(serve_asgi_adapter) -> tuple[Router, HypercornServer]:
     """Creates a new Router with a handler dispatcher, serves it through a newly created ASGI server, and returns
     both the router and the server.
     """
diff --git a/tests/unit/http_/test_router.py b/tests/unit/http_/test_router.py
index 149cdba1ff005..3d03a1add6772 100644
--- a/tests/unit/http_/test_router.py
+++ b/tests/unit/http_/test_router.py
@@ -1,5 +1,4 @@
 import threading
-from typing import List, Tuple
 
 import pytest
 import requests
@@ -34,7 +33,7 @@ def echo_params_json(request: Request, params: dict[str, str]):
 class RequestCollector:
     """Test dispatcher that collects requests into a list"""
 
-    requests: List[Tuple[Request, E, RequestArguments]]
+    requests: list[tuple[Request, E, RequestArguments]]
 
     def __init__(self) -> None:
         super().__init__()
diff --git a/tests/unit/packages/test_api.py b/tests/unit/packages/test_api.py
index 608970f25d7c1..789ee2e7d3bca 100644
--- a/tests/unit/packages/test_api.py
+++ b/tests/unit/packages/test_api.py
@@ -2,7 +2,7 @@
 from pathlib import Path
 from queue import Queue
 from threading import Event, RLock
-from typing import List, Optional
+from typing import Optional
 
 import pytest
 
@@ -15,7 +15,7 @@ class TestPackage(Package):
     def __init__(self):
         super().__init__("Test Package", "test-version")
 
-    def get_versions(self) -> List[str]:
+    def get_versions(self) -> list[str]:
         return ["test-version"]
 
     def _get_installer(self, version: str) -> PackageInstaller:
@@ -23,7 +23,7 @@ def _get_installer(self, version: str) -> PackageInstaller:
 
 
 class TestPackageInstaller(PackageInstaller):
-    def __init__(self, version: str, install_lock: Optional[RLock] = None):
+    def __init__(self, version: str, install_lock: Optional[RLock] = None):  # noqa UP045
         super().__init__("test-installer", version, install_lock)
 
     def _get_install_marker_path(self, install_dir: str) -> str:
@@ -65,7 +65,7 @@ class LockingTestPackageInstaller(PackageInstaller):
     Package installer class used for testing the locking behavior.
     """
 
-    def __init__(self, queue: Queue = None, install_lock: Optional[RLock] = None):
+    def __init__(self, queue: Queue = None, install_lock: Optional[RLock] = None):  # noqa UP045
         super().__init__("lock-test-installer", "test", install_lock)
         self.queue = queue or Queue()
         self.about_to_wait = Event()
diff --git a/tests/unit/services/apigateway/test_apigateway_common.py b/tests/unit/services/apigateway/test_apigateway_common.py
index a3df3f21ffa9c..93dddf6ef7b65 100644
--- a/tests/unit/services/apigateway/test_apigateway_common.py
+++ b/tests/unit/services/apigateway/test_apigateway_common.py
@@ -2,7 +2,7 @@
 import unittest
 import xml
 from json import JSONDecodeError
-from typing import Any, Dict
+from typing import Any
 from unittest.mock import MagicMock, Mock
 
 import boto3
@@ -952,7 +952,7 @@ def test_construct_invocation_event(self):
 
 class TestRequestParameterResolver:
     def test_resolve_request_parameters(self):
-        integration: Dict[str, Any] = {
+        integration: dict[str, Any] = {
             "requestParameters": {
                 "integration.request.path.pathParam": "method.request.path.id",
                 "integration.request.querystring.baz": "method.request.querystring.baz",
diff --git a/tests/unit/test_common.py b/tests/unit/test_common.py
index 2988ecaff64b8..377e040b9256e 100644
--- a/tests/unit/test_common.py
+++ b/tests/unit/test_common.py
@@ -5,7 +5,7 @@
 import threading
 import time
 import zipfile
-from datetime import date, datetime, timezone
+from datetime import UTC, date, datetime
 from zoneinfo import ZoneInfo
 
 import pytest
@@ -75,7 +75,7 @@ def test_now(self):
 
     def test_now_utc(self):
         env = common.now_utc()
-        test = datetime.now(timezone.utc).timestamp()
+        test = datetime.now(UTC).timestamp()
         assert test == pytest.approx(env, 1)
 
     def test_is_number(self):
@@ -94,7 +94,7 @@ def test_mktime(self):
 
     def test_mktime_with_tz(self):
         # see https://en.wikipedia.org/wiki/File:1000000000seconds.jpg
-        dt = datetime(2001, 9, 9, 1, 46, 40, 0, tzinfo=timezone.utc)
+        dt = datetime(2001, 9, 9, 1, 46, 40, 0, tzinfo=UTC)
         assert int(common.mktime(dt)) == 1000000000
 
         dt = datetime(2001, 9, 9, 1, 46, 40, 0, tzinfo=ZoneInfo("EST"))
@@ -102,7 +102,7 @@ def test_mktime_with_tz(self):
 
     def test_mktime_millis_with_tz(self):
         # see https://en.wikipedia.org/wiki/File:1000000000
-        dt = datetime(2001, 9, 9, 1, 46, 40, 0, tzinfo=timezone.utc)
+        dt = datetime(2001, 9, 9, 1, 46, 40, 0, tzinfo=UTC)
         assert int(common.mktime(dt, millis=True) / 1000) == 1000000000
 
         dt = datetime(2001, 9, 9, 1, 46, 40, 0, tzinfo=ZoneInfo("EST"))
diff --git a/tests/unit/test_dockerclient.py b/tests/unit/test_dockerclient.py
index 03f9e5cdc63a8..146d86db33854 100644
--- a/tests/unit/test_dockerclient.py
+++ b/tests/unit/test_dockerclient.py
@@ -1,7 +1,6 @@
 import json
 import logging
 import textwrap
-from typing import List
 from unittest.mock import patch
 
 import pytest
@@ -21,7 +20,7 @@
 
 
 class TestDockerClient:
-    def _docker_cmd(self) -> List[str]:
+    def _docker_cmd(self) -> list[str]:
         """Return the string to be used for running Docker commands."""
         return config.DOCKER_CMD.split()
 
@@ -307,7 +306,7 @@ def test_compose_env_files(self, tmp_path):
 
 
 def list_in(a, b):
-    return len(a) <= len(b) and any((b[x : x + len(a)] == a for x in range(len(b) - len(a) + 1)))
+    return len(a) <= len(b) and any(b[x : x + len(a)] == a for x in range(len(b) - len(a) + 1))
 
 
 class TestPortMappings:
diff --git a/tests/unit/test_edge.py b/tests/unit/test_edge.py
index 09eb91c580e46..14b2b07e18c4f 100644
--- a/tests/unit/test_edge.py
+++ b/tests/unit/test_edge.py
@@ -1,5 +1,3 @@
-from typing import List
-
 import pytest
 import requests
 from pytest_httpserver.httpserver import HTTPServer
@@ -9,7 +7,7 @@
 from localstack.utils.net import get_free_tcp_port
 
 
-def gateway_listen_value(httpserver: HTTPServer) -> List[HostAndPort]:
+def gateway_listen_value(httpserver: HTTPServer) -> list[HostAndPort]:
     return [HostAndPort(host=httpserver.host, port=httpserver.port)]
 
 
diff --git a/tests/unit/utils/analytics/test_publisher.py b/tests/unit/utils/analytics/test_publisher.py
index a74096b3f256d..4c24ebdaf14af 100644
--- a/tests/unit/utils/analytics/test_publisher.py
+++ b/tests/unit/utils/analytics/test_publisher.py
@@ -1,7 +1,6 @@
 import datetime
 import threading
 from queue import Queue
-from typing import List
 
 import pytest
 
@@ -26,7 +25,7 @@ def test_basic(self):
         calls = Queue()
 
         class QueuePublisher(Publisher):
-            def publish(self, _events: List[Event]):
+            def publish(self, _events: list[Event]):
                 calls.put(_events)
 
         buffer = PublisherBuffer(QueuePublisher(), flush_size=2, flush_interval=1000)
@@ -62,7 +61,7 @@ def test_interval(self):
         calls = Queue()
 
         class QueuePublisher(Publisher):
-            def publish(self, _events: List[Event]):
+            def publish(self, _events: list[Event]):
                 calls.put(_events)
 
         buffer = PublisherBuffer(QueuePublisher(), flush_size=10, flush_interval=1)
diff --git a/tests/unit/utils/analytics/test_service_call_aggregator.py b/tests/unit/utils/analytics/test_service_call_aggregator.py
index 765570a19a2f9..6fcb9c2d79164 100644
--- a/tests/unit/utils/analytics/test_service_call_aggregator.py
+++ b/tests/unit/utils/analytics/test_service_call_aggregator.py
@@ -1,6 +1,5 @@
 import time
 from queue import Queue
-from typing import List
 
 import dateutil.parser
 import pytest
@@ -71,7 +70,7 @@ def mock_emit_payload(_payload):
 
 
 def test_integration(monkeypatch):
-    events: List[Event] = []
+    events: list[Event] = []
 
     def _handle(_event: Event):
         events.append(_event)
diff --git a/tests/unit/utils/test_bootstrap.py b/tests/unit/utils/test_bootstrap.py
index 9ff4d2e5fc8d8..b5f5a94ac07d0 100644
--- a/tests/unit/utils/test_bootstrap.py
+++ b/tests/unit/utils/test_bootstrap.py
@@ -1,6 +1,6 @@
 import os
 from contextlib import contextmanager
-from typing import Any, Dict
+from typing import Any
 
 import pytest
 
@@ -16,7 +16,7 @@
 
 
 @contextmanager
-def temporary_env(env: Dict[str, Any]):
+def temporary_env(env: dict[str, Any]):
     old = os.environ.copy()
     try:
         os.environ.update(env)
diff --git a/tests/unit/utils/test_collections.py b/tests/unit/utils/test_collections.py
index 7367b57d81991..f751ece2420ff 100644
--- a/tests/unit/utils/test_collections.py
+++ b/tests/unit/utils/test_collections.py
@@ -16,7 +16,7 @@
 
 class MyTypeDict(TypedDict):
     key_one: str
-    key_optional: Optional[str]
+    key_optional: str | None
 
 
 def test_select_from_typed_dict():
@@ -130,7 +130,7 @@ class TestTypedDict(TypedDict):
 
 def test_convert_to_typed_dict_with_union():
     class TestTypedDict(TypedDict):
-        union_member: Union[str, int]
+        union_member: Union[str, int]  # noqa
 
     test_dict = {"union_member": 1}
 
@@ -141,7 +141,7 @@ class TestTypedDict(TypedDict):
 
 def test_convert_to_typed_dict_with_optional():
     class TestTypedDict(TypedDict):
-        optional_member: Optional[str]
+        optional_member: Optional[str]  # noqa
 
     test_dict = {"optional_member": 1}
 
diff --git a/tests/unit/utils/test_scheduler.py b/tests/unit/utils/test_scheduler.py
index 82bd0f8ffe5a6..71b53e74d6acf 100644
--- a/tests/unit/utils/test_scheduler.py
+++ b/tests/unit/utils/test_scheduler.py
@@ -1,7 +1,6 @@
 import threading
 import time
 from concurrent.futures.thread import ThreadPoolExecutor
-from typing import Tuple
 
 import pytest
 
@@ -40,7 +39,7 @@ def dispatcher():
 
 class TestScheduler:
     @staticmethod
-    def create_and_start(dispatcher) -> Tuple[Scheduler, threading.Thread]:
+    def create_and_start(dispatcher) -> tuple[Scheduler, threading.Thread]:
         scheduler = Scheduler(executor=dispatcher)
         thread = threading.Thread(target=scheduler.run)
         thread.start()

From 2d08a272e87d54f5cc9d30b43fd68be6ea215253 Mon Sep 17 00:00:00 2001
From: Macwan Nevil <macnev2013@gmail.com>
Date: Thu, 7 Aug 2025 11:52:28 +0530
Subject: [PATCH 077/697] add java 24 support in java installer for trino
 (#12963)

---
 localstack-core/localstack/packages/java.py | 47 ++++++++++++++++-----
 1 file changed, 37 insertions(+), 10 deletions(-)

diff --git a/localstack-core/localstack/packages/java.py b/localstack-core/localstack/packages/java.py
index af128efe454da..83ed684e8d49a 100644
--- a/localstack-core/localstack/packages/java.py
+++ b/localstack-core/localstack/packages/java.py
@@ -22,6 +22,7 @@
     "11": "11.0.25+9",
     "17": "17.0.13+11",
     "21": "21.0.5+11",
+    "24": "24.0.1+9",
 }
 
 
@@ -114,23 +115,49 @@ def _post_process(self, target: InstallTarget) -> None:
 
         # Build a custom JRE with only the necessary bits to minimise disk footprint
         LOG.debug("Optimising JRE installation")
-        cmd = (
-            "bin/jlink --add-modules "
+
+        base_modules = [
             # Required modules
-            "java.base,java.desktop,java.instrument,java.management,"
-            "java.naming,java.scripting,java.sql,java.xml,jdk.compiler,"
+            "java.base",
+            "java.desktop",
+            "java.instrument",
+            "java.management",
+            "java.naming",
+            "java.scripting",
+            "java.sql",
+            "java.xml",
+            "jdk.compiler",
             # jdk.unsupported contains sun.misc.Unsafe which is required by some dependencies
-            "jdk.unsupported,"
+            "jdk.unsupported",
             # Additional cipher suites
-            "jdk.crypto.cryptoki,"
+            "jdk.crypto.cryptoki",
             # Archive support
-            "jdk.zipfs,"
+            "jdk.zipfs",
             # Required by MQ broker
-            "jdk.httpserver,jdk.management,jdk.management.agent,"
+            "jdk.httpserver",
+            "jdk.management",
+            "jdk.management.agent",
             # Required by Spark and Hadoop
-            "java.security.jgss,jdk.security.auth,"
+            "java.security.jgss",
+            "jdk.security.auth",
+            # Include required locales
+            "jdk.localedata",
+        ]
+
+        # Add version-specific modules, not all versions require/support the same set
+        version_specific_modules = {
+            "24": ["jdk.incubator.vector"],  # Required for Trino latest version
+        }
+
+        modules = base_modules + version_specific_modules.get(self.version, [])
+        modules_str = ",".join(modules)
+
+        cmd = (
+            "bin/jlink "
+            # Add modules
+            f"--add-modules {modules_str} "
             # Include required locales
-            "jdk.localedata --include-locales en "
+            "--include-locales en "
             # Supplementary args
             "--compress 2 --strip-debug --no-header-files --no-man-pages "
             # Output directory

From 4464cd24b7691f632e7c8a93175d379a852d33c7 Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Thu, 7 Aug 2025 18:03:37 +0100
Subject: [PATCH 078/697] CFNV2: support CDK bootstrap and deployment (#12967)

---
 .../cdk/resource_providers/cdk_metadata.py    |   3 +-
 .../engine/v2/change_set_model.py             |   2 +-
 .../engine/v2/change_set_model_preproc.py     |  43 +-
 .../services/cloudformation/v2/provider.py    |  19 +-
 .../localstack/testing/pytest/fixtures.py     |  19 +-
 .../cloudformation/resources/test_cdk.py      | 149 +++-
 .../resources/test_cdk.snapshot.json          | 562 +++++++++++++++
 .../resources/test_cdk.validation.json        |  27 +
 .../v2/test_dynamic_resolving.py              | 144 +++-
 tests/aws/templates/cdk_bootstrap_v28.yaml    | 671 ++++++++++++++++++
 10 files changed, 1583 insertions(+), 56 deletions(-)
 create mode 100644 tests/aws/templates/cdk_bootstrap_v28.yaml

diff --git a/localstack-core/localstack/services/cdk/resource_providers/cdk_metadata.py b/localstack-core/localstack/services/cdk/resource_providers/cdk_metadata.py
index 23cd448557e78..e2b221461ab36 100644
--- a/localstack-core/localstack/services/cdk/resource_providers/cdk_metadata.py
+++ b/localstack-core/localstack/services/cdk/resource_providers/cdk_metadata.py
@@ -83,8 +83,9 @@ def update(
 
         """
         model = request.desired_state
+        result_model = {**model, "Id": request.previous_state["Id"]}
 
         return ProgressEvent(
             status=OperationStatus.SUCCESS,
-            resource_model=model,
+            resource_model=result_model,
         )
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py
index 9cc6c5ed1939b..baf0e366ce7f1 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py
@@ -728,7 +728,7 @@ def _resolve_intrinsic_function_fn_if(self, arguments: ChangeSetEntity) -> Chang
         )
         if not isinstance(node_condition, NodeCondition):
             raise RuntimeError()
-        change_type = parent_change_type_of([node_condition, *arguments[1:]])
+        change_type = parent_change_type_of([node_condition, *arguments.array[1:]])
         return change_type
 
     def _resolve_requires_replacement(
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
index 729716e0da913..2edb662222616 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
@@ -554,21 +554,38 @@ def _compute_fn_equals(args: list[Any]) -> bool:
     def visit_node_intrinsic_function_fn_if(
         self, node_intrinsic_function: NodeIntrinsicFunction
     ) -> PreprocEntityDelta:
-        def _compute_delta_for_if_statement(args: list[Any]) -> PreprocEntityDelta:
-            condition_name = args[0]
-            boolean_expression_delta = self._resolve_condition(logical_id=condition_name)
-            return PreprocEntityDelta(
-                before=args[1] if boolean_expression_delta.before else args[2],
-                after=args[1] if boolean_expression_delta.after else args[2],
+        # `if` needs to be short-circuiting i.e. if the condition is True we don't evaluate the
+        # False branch. If the condition is False, we don't evaluate the True branch.
+        if len(node_intrinsic_function.arguments.array) != 3:
+            raise ValueError(
+                f"Incorrectly constructed Fn::If usage, expected 3 arguments, found {len(node_intrinsic_function.arguments.array)}"
             )
 
-        arguments_delta = self.visit(node_intrinsic_function.arguments)
-        delta = self._cached_apply(
-            scope=node_intrinsic_function.scope,
-            arguments_delta=arguments_delta,
-            resolver=_compute_delta_for_if_statement,
-        )
-        return delta
+        condition_delta = self.visit(node_intrinsic_function.arguments.array[0])
+        if_delta = PreprocEntityDelta()
+        if not is_nothing(condition_delta.before):
+            node_condition = self._get_node_condition_if_exists(
+                condition_name=condition_delta.before
+            )
+            condition_value = self.visit(node_condition).before
+            if condition_value:
+                arg_delta = self.visit(node_intrinsic_function.arguments.array[1])
+            else:
+                arg_delta = self.visit(node_intrinsic_function.arguments.array[2])
+            if_delta.before = arg_delta.before
+
+        if not is_nothing(condition_delta.after):
+            node_condition = self._get_node_condition_if_exists(
+                condition_name=condition_delta.after
+            )
+            condition_value = self.visit(node_condition).after
+            if condition_value:
+                arg_delta = self.visit(node_intrinsic_function.arguments.array[1])
+            else:
+                arg_delta = self.visit(node_intrinsic_function.arguments.array[2])
+            if_delta.after = arg_delta.after
+
+        return if_delta
 
     def visit_node_intrinsic_function_fn_and(
         self, node_intrinsic_function: NodeIntrinsicFunction
diff --git a/localstack-core/localstack/services/cloudformation/v2/provider.py b/localstack-core/localstack/services/cloudformation/v2/provider.py
index c7372de2ac5e3..133defda8171b 100644
--- a/localstack-core/localstack/services/cloudformation/v2/provider.py
+++ b/localstack-core/localstack/services/cloudformation/v2/provider.py
@@ -418,10 +418,17 @@ def create_change_set(
         #  is needed for the update graph building, or only looked up in downstream tasks (metadata).
         request_parameters = request.get("Parameters", list())
         # TODO: handle parameter defaults and resolution
-        after_parameters: dict[str, Any] = {
-            parameter["ParameterKey"]: parameter["ParameterValue"]
-            for parameter in request_parameters
-        }
+        after_parameters = {}
+        for parameter in request_parameters:
+            key = parameter["ParameterKey"]
+            if parameter.get("UsePreviousValue", False):
+                # todo: what if the parameter does not exist in the before parameters
+                after_parameters[key] = before_parameters[key]
+                continue
+
+            if "ParameterValue" in parameter:
+                after_parameters[key] = parameter["ParameterValue"]
+                continue
 
         # TODO: update this logic to always pass the clean template object if one exists. The
         #  current issue with relaying on stack.template_original is that this appears to have
@@ -747,7 +754,9 @@ def describe_stacks(
         if stack_name:
             stack = find_stack_v2(state, stack_name)
             if not stack:
-                raise StackNotFoundError(stack_name)
+                raise StackNotFoundError(
+                    stack_name, message_override=f"Stack with id {stack_name} does not exist"
+                )
             stacks = [stack]
         else:
             stacks = state.stacks_v2.values()
diff --git a/localstack-core/localstack/testing/pytest/fixtures.py b/localstack-core/localstack/testing/pytest/fixtures.py
index d95351cbc363a..c75f8a1293998 100644
--- a/localstack-core/localstack/testing/pytest/fixtures.py
+++ b/localstack-core/localstack/testing/pytest/fixtures.py
@@ -21,6 +21,7 @@
 from werkzeug import Request, Response
 
 from localstack import config
+from localstack.aws.api.cloudformation import CreateChangeSetInput, Parameter
 from localstack.aws.api.ec2 import CreateSecurityGroupRequest, CreateVpcEndpointRequest, VpcEndpoint
 from localstack.aws.connect import ServiceLevelClientFactory
 from localstack.services.stores import (
@@ -1095,6 +1096,7 @@ def _deploy(
         max_wait: Optional[int] = None,
         delay_between_polls: Optional[int] = 2,
         custom_aws_client: Optional[ServiceLevelClientFactory] = None,
+        raw_parameters: Optional[list[Parameter]] = None,
     ) -> DeployResult:
         if is_update:
             assert stack_name
@@ -1110,20 +1112,21 @@ def _deploy(
                 raise RuntimeError(f"Could not find file {os.path.realpath(template_path)}")
         template_rendered = render_template(template, **(template_mapping or {}))
 
-        kwargs = dict(
+        kwargs = CreateChangeSetInput(
             StackName=stack_name,
             ChangeSetName=change_set_name,
             TemplateBody=template_rendered,
             Capabilities=["CAPABILITY_AUTO_EXPAND", "CAPABILITY_IAM", "CAPABILITY_NAMED_IAM"],
             ChangeSetType=("UPDATE" if is_update else "CREATE"),
-            Parameters=[
-                {
-                    "ParameterKey": k,
-                    "ParameterValue": v,
-                }
-                for (k, v) in (parameters or {}).items()
-            ],
         )
+        kwargs["Parameters"] = []
+        if parameters:
+            kwargs["Parameters"] = [
+                Parameter(ParameterKey=k, ParameterValue=v) for (k, v) in parameters.items()
+            ]
+        elif raw_parameters:
+            kwargs["Parameters"] = raw_parameters
+
         if role_arn is not None:
             kwargs["RoleARN"] = role_arn
 
diff --git a/tests/aws/services/cloudformation/resources/test_cdk.py b/tests/aws/services/cloudformation/resources/test_cdk.py
index caf2e75c1586b..679d74965ba4d 100644
--- a/tests/aws/services/cloudformation/resources/test_cdk.py
+++ b/tests/aws/services/cloudformation/resources/test_cdk.py
@@ -1,24 +1,44 @@
 import os
+from collections.abc import Callable
 
 import pytest
 from localstack_snapshot.snapshots.transformer import SortingTransformer
-from tests.aws.services.cloudformation.conftest import skip_if_v2_provider
+from tests.aws.services.cloudformation.conftest import skip_if_v1_provider
 
+from localstack.aws.api.cloudformation import Parameter
 from localstack.testing.pytest import markers
 from localstack.utils.files import load_file
 from localstack.utils.strings import short_uid
 
 
 class TestCdkInit:
-    @pytest.mark.parametrize("bootstrap_version", ["10", "11", "12"])
+    @pytest.mark.parametrize(
+        "bootstrap_version,parameters",
+        [
+            ("10", {"FileAssetsBucketName": f"cdk-bootstrap-{short_uid()}"}),
+            ("11", {"FileAssetsBucketName": f"cdk-bootstrap-{short_uid()}"}),
+            ("12", {"FileAssetsBucketName": f"cdk-bootstrap-{short_uid()}"}),
+            (
+                "28",
+                {
+                    "CloudFormationExecutionPolicies": "",
+                    "FileAssetsBucketKmsKeyId": "AWS_MANAGED_KEY",
+                    "PublicAccessBlockConfiguration": "true",
+                    "TrustedAccounts": "",
+                    "TrustedAccountsForLookup": "",
+                },
+            ),
+        ],
+        ids=["10", "11", "12", "28"],
+    )
     @markers.aws.validated
-    def test_cdk_bootstrap(self, deploy_cfn_template, bootstrap_version, aws_client):
+    def test_cdk_bootstrap(self, deploy_cfn_template, aws_client, bootstrap_version, parameters):
         deploy_cfn_template(
             template_path=os.path.join(
                 os.path.dirname(__file__),
                 f"../../../templates/cdk_bootstrap_v{bootstrap_version}.yaml",
             ),
-            parameters={"FileAssetsBucketName": f"cdk-bootstrap-{short_uid()}"},
+            parameters=parameters,
         )
         init_stack_result = deploy_cfn_template(
             template_path=os.path.join(
@@ -32,13 +52,96 @@ def test_cdk_bootstrap(self, deploy_cfn_template, bootstrap_version, aws_client)
         assert len(stack_res["StackResources"]) == 1
         assert stack_res["StackResources"][0]["LogicalResourceId"] == "CDKMetadata"
 
-    @skip_if_v2_provider(reason="CFNV2:Provider")
     @markers.aws.validated
-    def test_cdk_bootstrap_redeploy(self, aws_client, cleanup_stacks, cleanup_changesets, cleanups):
+    @pytest.mark.parametrize(
+        "template,parameters_fn",
+        [
+            pytest.param(
+                "cdk_bootstrap.yml",
+                lambda qualifier: [
+                    {
+                        "ParameterKey": "BootstrapVariant",
+                        "ParameterValue": "AWS CDK: Default Resources",
+                    },
+                    {"ParameterKey": "TrustedAccounts", "ParameterValue": ""},
+                    {"ParameterKey": "TrustedAccountsForLookup", "ParameterValue": ""},
+                    {"ParameterKey": "CloudFormationExecutionPolicies", "ParameterValue": ""},
+                    {
+                        "ParameterKey": "FileAssetsBucketKmsKeyId",
+                        "ParameterValue": "AWS_MANAGED_KEY",
+                    },
+                    {
+                        "ParameterKey": "PublicAccessBlockConfiguration",
+                        "ParameterValue": "true",
+                    },
+                    {"ParameterKey": "Qualifier", "ParameterValue": qualifier},
+                    {
+                        "ParameterKey": "UseExamplePermissionsBoundary",
+                        "ParameterValue": "false",
+                    },
+                ],
+                id="v20",
+            ),
+            pytest.param(
+                "cdk_bootstrap_v28.yaml",
+                lambda qualifier: [
+                    {"ParameterKey": "CloudFormationExecutionPolicies", "ParameterValue": ""},
+                    {
+                        "ParameterKey": "FileAssetsBucketKmsKeyId",
+                        "ParameterValue": "AWS_MANAGED_KEY",
+                    },
+                    {
+                        "ParameterKey": "PublicAccessBlockConfiguration",
+                        "ParameterValue": "true",
+                    },
+                    {"ParameterKey": "Qualifier", "ParameterValue": qualifier},
+                    {"ParameterKey": "TrustedAccounts", "ParameterValue": ""},
+                    {"ParameterKey": "TrustedAccountsForLookup", "ParameterValue": ""},
+                ],
+                id="v28",
+            ),
+        ],
+    )
+    @markers.snapshot.skip_snapshot_verify(
+        paths=[
+            # CFNV2:Provider
+            "$..Description",
+            # Wrong format, they are our internal parameter format
+            "$..Parameters",
+            # from the list of changes
+            "$..Changes..Details",
+            "$..Changes..LogicalResourceId",
+            "$..Changes..ResourceType",
+            "$..Changes..Scope",
+            # provider
+            "$..IncludeNestedStacks",
+            "$..NotificationARNs",
+            # CFNV2:Describe not supported yet
+            "$..Outputs..ExportName",
+            # mismatch between amazonaws.com and localhost.localstack.cloud
+            "$..Outputs..OutputValue",
+        ]
+    )
+    @skip_if_v1_provider(reason="Changes array not in parity")
+    def test_cdk_bootstrap_redeploy(
+        self,
+        aws_client,
+        cleanup_stacks,
+        cleanup_changesets,
+        cleanups,
+        snapshot,
+        template,
+        parameters_fn: Callable[[str], list[Parameter]],
+    ):
         """Test that simulates a sequence of commands executed by CDK when running 'cdk bootstrap' twice"""
+        snapshot.add_transformer(snapshot.transform.cloudformation_api())
+        snapshot.add_transformer(SortingTransformer("Parameters", lambda p: p["ParameterKey"]))
+        snapshot.add_transformer(SortingTransformer("Outputs", lambda p: p["OutputKey"]))
 
         stack_name = f"CDKToolkit-{short_uid()}"
         change_set_name = f"cdk-deploy-change-set-{short_uid()}"
+        qualifier = short_uid()
+        snapshot.add_transformer(snapshot.transform.regex(qualifier, "<qualifier>"))
 
         def clean_resources():
             cleanup_stacks([stack_name])
@@ -46,9 +149,13 @@ def clean_resources():
 
         cleanups.append(clean_resources)
 
-        template_body = load_file(
-            os.path.join(os.path.dirname(__file__), "../../../templates/cdk_bootstrap.yml")
+        template_path = os.path.realpath(
+            os.path.join(os.path.dirname(__file__), f"../../../templates/{template}")
         )
+        template_body = load_file(template_path)
+        if template_body is None:
+            raise RuntimeError(f"Template {template_path} not loaded")
+
         aws_client.cloudformation.create_change_set(
             StackName=stack_name,
             ChangeSetName=change_set_name,
@@ -56,37 +163,25 @@ def clean_resources():
             ChangeSetType="CREATE",
             Capabilities=["CAPABILITY_IAM", "CAPABILITY_NAMED_IAM", "CAPABILITY_AUTO_EXPAND"],
             Description="CDK Changeset for execution 731ed7da-8b2d-49c6-bca3-4698b6875954",
-            Parameters=[
-                {
-                    "ParameterKey": "BootstrapVariant",
-                    "ParameterValue": "AWS CDK: Default Resources",
-                },
-                {"ParameterKey": "TrustedAccounts", "ParameterValue": ""},
-                {"ParameterKey": "TrustedAccountsForLookup", "ParameterValue": ""},
-                {"ParameterKey": "CloudFormationExecutionPolicies", "ParameterValue": ""},
-                {"ParameterKey": "FileAssetsBucketKmsKeyId", "ParameterValue": "AWS_MANAGED_KEY"},
-                {"ParameterKey": "PublicAccessBlockConfiguration", "ParameterValue": "true"},
-                {"ParameterKey": "Qualifier", "ParameterValue": "hnb659fds"},
-                {"ParameterKey": "UseExamplePermissionsBoundary", "ParameterValue": "false"},
-            ],
+            Parameters=parameters_fn(qualifier),
         )
-        aws_client.cloudformation.describe_change_set(
+        aws_client.cloudformation.get_waiter("change_set_create_complete").wait(
             StackName=stack_name, ChangeSetName=change_set_name
         )
-
-        aws_client.cloudformation.get_waiter("change_set_create_complete").wait(
+        describe_change_set = aws_client.cloudformation.describe_change_set(
             StackName=stack_name, ChangeSetName=change_set_name
         )
+        snapshot.match("describe-change-set", describe_change_set)
 
         aws_client.cloudformation.execute_change_set(
             StackName=stack_name, ChangeSetName=change_set_name
         )
 
         aws_client.cloudformation.get_waiter("stack_create_complete").wait(StackName=stack_name)
-        aws_client.cloudformation.describe_stacks(StackName=stack_name)
+        stacks = aws_client.cloudformation.describe_stacks(StackName=stack_name)["Stacks"][0]
+        snapshot.match("describe-stacks", stacks)
 
-        # When CDK toolstrap command is executed again it just confirms that the template is the same
-        aws_client.sts.get_caller_identity()
+        # When CDK bootstrap command is executed again it just confirms that the template is the same
         aws_client.cloudformation.get_template(StackName=stack_name, TemplateStage="Original")
 
         # TODO: create scenario where the template is different to catch cdk behavior
diff --git a/tests/aws/services/cloudformation/resources/test_cdk.snapshot.json b/tests/aws/services/cloudformation/resources/test_cdk.snapshot.json
index cbc013cee54ce..18cdcc7f33d32 100644
--- a/tests/aws/services/cloudformation/resources/test_cdk.snapshot.json
+++ b/tests/aws/services/cloudformation/resources/test_cdk.snapshot.json
@@ -77,5 +77,567 @@
         }
       }
     }
+  },
+  "tests/aws/services/cloudformation/resources/test_cdk.py::TestCdkInit::test_cdk_bootstrap_redeploy[v20]": {
+    "recorded-date": "07-08-2025, 11:33:03",
+    "recorded-content": {
+      "describe-change-set": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "ChangeSetName": "<change-set-name:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "Details": [],
+              "LogicalResourceId": "CdkBootstrapVersion",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          },
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "Details": [],
+              "LogicalResourceId": "CloudFormationExecutionRole",
+              "ResourceType": "AWS::IAM::Role",
+              "Scope": []
+            },
+            "Type": "Resource"
+          },
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "Details": [],
+              "LogicalResourceId": "ContainerAssetsRepository",
+              "ResourceType": "AWS::ECR::Repository",
+              "Scope": []
+            },
+            "Type": "Resource"
+          },
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "Details": [],
+              "LogicalResourceId": "DeploymentActionRole",
+              "ResourceType": "AWS::IAM::Role",
+              "Scope": []
+            },
+            "Type": "Resource"
+          },
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "Details": [],
+              "LogicalResourceId": "FilePublishingRoleDefaultPolicy",
+              "ResourceType": "AWS::IAM::Policy",
+              "Scope": []
+            },
+            "Type": "Resource"
+          },
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "Details": [],
+              "LogicalResourceId": "FilePublishingRole",
+              "ResourceType": "AWS::IAM::Role",
+              "Scope": []
+            },
+            "Type": "Resource"
+          },
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "Details": [],
+              "LogicalResourceId": "ImagePublishingRoleDefaultPolicy",
+              "ResourceType": "AWS::IAM::Policy",
+              "Scope": []
+            },
+            "Type": "Resource"
+          },
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "Details": [],
+              "LogicalResourceId": "ImagePublishingRole",
+              "ResourceType": "AWS::IAM::Role",
+              "Scope": []
+            },
+            "Type": "Resource"
+          },
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "Details": [],
+              "LogicalResourceId": "LookupRole",
+              "ResourceType": "AWS::IAM::Role",
+              "Scope": []
+            },
+            "Type": "Resource"
+          },
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "Details": [],
+              "LogicalResourceId": "StagingBucketPolicy",
+              "ResourceType": "AWS::S3::BucketPolicy",
+              "Scope": []
+            },
+            "Type": "Resource"
+          },
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "Details": [],
+              "LogicalResourceId": "StagingBucket",
+              "ResourceType": "AWS::S3::Bucket",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "Description": "CDK Changeset for execution 731ed7da-8b2d-49c6-bca3-4698b6875954",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "BootstrapVariant",
+            "ParameterValue": "AWS CDK: Default Resources"
+          },
+          {
+            "ParameterKey": "CloudFormationExecutionPolicies",
+            "ParameterValue": ""
+          },
+          {
+            "ParameterKey": "ContainerAssetsRepositoryName",
+            "ParameterValue": ""
+          },
+          {
+            "ParameterKey": "FileAssetsBucketKmsKeyId",
+            "ParameterValue": "AWS_MANAGED_KEY"
+          },
+          {
+            "ParameterKey": "FileAssetsBucketName",
+            "ParameterValue": ""
+          },
+          {
+            "ParameterKey": "InputPermissionsBoundary",
+            "ParameterValue": ""
+          },
+          {
+            "ParameterKey": "PublicAccessBlockConfiguration",
+            "ParameterValue": "true"
+          },
+          {
+            "ParameterKey": "Qualifier",
+            "ParameterValue": "<qualifier>"
+          },
+          {
+            "ParameterKey": "TrustedAccounts",
+            "ParameterValue": ""
+          },
+          {
+            "ParameterKey": "TrustedAccountsForLookup",
+            "ParameterValue": ""
+          },
+          {
+            "ParameterKey": "UseExamplePermissionsBoundary",
+            "ParameterValue": "false"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-stacks": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "CreationTime": "datetime",
+        "Description": "This stack includes resources needed to deploy AWS CDK apps into this environment",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "EnableTerminationProtection": false,
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "Outputs": [
+          {
+            "Description": "The version of the bootstrap resources that are currently mastered in this stack",
+            "OutputKey": "BootstrapVersion",
+            "OutputValue": "20"
+          },
+          {
+            "Description": "The domain name of the S3 bucket owned by the CDK toolkit stack",
+            "OutputKey": "BucketDomainName",
+            "OutputValue": "cdk-<qualifier>-assets-111111111111-<region>.s3.<region>.amazonaws.com"
+          },
+          {
+            "Description": "The name of the S3 bucket owned by the CDK toolkit stack",
+            "OutputKey": "BucketName",
+            "OutputValue": "cdk-<qualifier>-assets-111111111111-<region>"
+          },
+          {
+            "Description": "The ARN of the KMS key used to encrypt the asset bucket (deprecated)",
+            "ExportName": "CdkBootstrap-<qualifier>-FileAssetKeyArn",
+            "OutputKey": "FileAssetKeyArn",
+            "OutputValue": "AWS_MANAGED_KEY"
+          },
+          {
+            "Description": "The name of the ECR repository which hosts docker image assets",
+            "OutputKey": "ImageRepositoryName",
+            "OutputValue": "cdk-<qualifier>-container-assets-111111111111-<region>"
+          }
+        ],
+        "Parameters": [
+          {
+            "ParameterKey": "BootstrapVariant",
+            "ParameterValue": "AWS CDK: Default Resources"
+          },
+          {
+            "ParameterKey": "CloudFormationExecutionPolicies",
+            "ParameterValue": ""
+          },
+          {
+            "ParameterKey": "ContainerAssetsRepositoryName",
+            "ParameterValue": ""
+          },
+          {
+            "ParameterKey": "FileAssetsBucketKmsKeyId",
+            "ParameterValue": "AWS_MANAGED_KEY"
+          },
+          {
+            "ParameterKey": "FileAssetsBucketName",
+            "ParameterValue": ""
+          },
+          {
+            "ParameterKey": "InputPermissionsBoundary",
+            "ParameterValue": ""
+          },
+          {
+            "ParameterKey": "PublicAccessBlockConfiguration",
+            "ParameterValue": "true"
+          },
+          {
+            "ParameterKey": "Qualifier",
+            "ParameterValue": "<qualifier>"
+          },
+          {
+            "ParameterKey": "TrustedAccounts",
+            "ParameterValue": ""
+          },
+          {
+            "ParameterKey": "TrustedAccountsForLookup",
+            "ParameterValue": ""
+          },
+          {
+            "ParameterKey": "UseExamplePermissionsBoundary",
+            "ParameterValue": "false"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "CREATE_COMPLETE",
+        "Tags": []
+      }
+    }
+  },
+  "tests/aws/services/cloudformation/resources/test_cdk.py::TestCdkInit::test_cdk_bootstrap_redeploy[v28]": {
+    "recorded-date": "07-08-2025, 11:34:16",
+    "recorded-content": {
+      "describe-change-set": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "ChangeSetName": "<change-set-name:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "Details": [],
+              "LogicalResourceId": "CdkBootstrapVersion",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          },
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "Details": [],
+              "LogicalResourceId": "CloudFormationExecutionRole",
+              "ResourceType": "AWS::IAM::Role",
+              "Scope": []
+            },
+            "Type": "Resource"
+          },
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "Details": [],
+              "LogicalResourceId": "ContainerAssetsRepository",
+              "ResourceType": "AWS::ECR::Repository",
+              "Scope": []
+            },
+            "Type": "Resource"
+          },
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "Details": [],
+              "LogicalResourceId": "DeploymentActionRole",
+              "ResourceType": "AWS::IAM::Role",
+              "Scope": []
+            },
+            "Type": "Resource"
+          },
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "Details": [],
+              "LogicalResourceId": "FilePublishingRoleDefaultPolicy",
+              "ResourceType": "AWS::IAM::Policy",
+              "Scope": []
+            },
+            "Type": "Resource"
+          },
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "Details": [],
+              "LogicalResourceId": "FilePublishingRole",
+              "ResourceType": "AWS::IAM::Role",
+              "Scope": []
+            },
+            "Type": "Resource"
+          },
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "Details": [],
+              "LogicalResourceId": "ImagePublishingRoleDefaultPolicy",
+              "ResourceType": "AWS::IAM::Policy",
+              "Scope": []
+            },
+            "Type": "Resource"
+          },
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "Details": [],
+              "LogicalResourceId": "ImagePublishingRole",
+              "ResourceType": "AWS::IAM::Role",
+              "Scope": []
+            },
+            "Type": "Resource"
+          },
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "Details": [],
+              "LogicalResourceId": "LookupRole",
+              "ResourceType": "AWS::IAM::Role",
+              "Scope": []
+            },
+            "Type": "Resource"
+          },
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "Details": [],
+              "LogicalResourceId": "StagingBucketPolicy",
+              "ResourceType": "AWS::S3::BucketPolicy",
+              "Scope": []
+            },
+            "Type": "Resource"
+          },
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "Details": [],
+              "LogicalResourceId": "StagingBucket",
+              "ResourceType": "AWS::S3::Bucket",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "Description": "CDK Changeset for execution 731ed7da-8b2d-49c6-bca3-4698b6875954",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "BootstrapVariant",
+            "ParameterValue": "AWS CDK: Default Resources"
+          },
+          {
+            "ParameterKey": "CloudFormationExecutionPolicies",
+            "ParameterValue": ""
+          },
+          {
+            "ParameterKey": "ContainerAssetsRepositoryName",
+            "ParameterValue": ""
+          },
+          {
+            "ParameterKey": "FileAssetsBucketKmsKeyId",
+            "ParameterValue": "AWS_MANAGED_KEY"
+          },
+          {
+            "ParameterKey": "FileAssetsBucketName",
+            "ParameterValue": ""
+          },
+          {
+            "ParameterKey": "InputPermissionsBoundary",
+            "ParameterValue": ""
+          },
+          {
+            "ParameterKey": "PublicAccessBlockConfiguration",
+            "ParameterValue": "true"
+          },
+          {
+            "ParameterKey": "Qualifier",
+            "ParameterValue": "<qualifier>"
+          },
+          {
+            "ParameterKey": "TrustedAccounts",
+            "ParameterValue": ""
+          },
+          {
+            "ParameterKey": "TrustedAccountsForLookup",
+            "ParameterValue": ""
+          },
+          {
+            "ParameterKey": "UseExamplePermissionsBoundary",
+            "ParameterValue": "false"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-stacks": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "CreationTime": "datetime",
+        "Description": "This stack includes resources needed to deploy AWS CDK apps into this environment",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "EnableTerminationProtection": false,
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "Outputs": [
+          {
+            "Description": "The version of the bootstrap resources that are currently mastered in this stack",
+            "OutputKey": "BootstrapVersion",
+            "OutputValue": "28"
+          },
+          {
+            "Description": "The domain name of the S3 bucket owned by the CDK toolkit stack",
+            "OutputKey": "BucketDomainName",
+            "OutputValue": "cdk-<qualifier>-assets-111111111111-<region>.s3.<region>.amazonaws.com"
+          },
+          {
+            "Description": "The name of the S3 bucket owned by the CDK toolkit stack",
+            "OutputKey": "BucketName",
+            "OutputValue": "cdk-<qualifier>-assets-111111111111-<region>"
+          },
+          {
+            "Description": "The ARN of the KMS key used to encrypt the asset bucket (deprecated)",
+            "ExportName": "CdkBootstrap-<qualifier>-FileAssetKeyArn",
+            "OutputKey": "FileAssetKeyArn",
+            "OutputValue": "AWS_MANAGED_KEY"
+          },
+          {
+            "Description": "The name of the ECR repository which hosts docker image assets",
+            "OutputKey": "ImageRepositoryName",
+            "OutputValue": "cdk-<qualifier>-container-assets-111111111111-<region>"
+          }
+        ],
+        "Parameters": [
+          {
+            "ParameterKey": "BootstrapVariant",
+            "ParameterValue": "AWS CDK: Default Resources"
+          },
+          {
+            "ParameterKey": "CloudFormationExecutionPolicies",
+            "ParameterValue": ""
+          },
+          {
+            "ParameterKey": "ContainerAssetsRepositoryName",
+            "ParameterValue": ""
+          },
+          {
+            "ParameterKey": "FileAssetsBucketKmsKeyId",
+            "ParameterValue": "AWS_MANAGED_KEY"
+          },
+          {
+            "ParameterKey": "FileAssetsBucketName",
+            "ParameterValue": ""
+          },
+          {
+            "ParameterKey": "InputPermissionsBoundary",
+            "ParameterValue": ""
+          },
+          {
+            "ParameterKey": "PublicAccessBlockConfiguration",
+            "ParameterValue": "true"
+          },
+          {
+            "ParameterKey": "Qualifier",
+            "ParameterValue": "<qualifier>"
+          },
+          {
+            "ParameterKey": "TrustedAccounts",
+            "ParameterValue": ""
+          },
+          {
+            "ParameterKey": "TrustedAccountsForLookup",
+            "ParameterValue": ""
+          },
+          {
+            "ParameterKey": "UseExamplePermissionsBoundary",
+            "ParameterValue": "false"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "CREATE_COMPLETE",
+        "Tags": []
+      }
+    }
   }
 }
diff --git a/tests/aws/services/cloudformation/resources/test_cdk.validation.json b/tests/aws/services/cloudformation/resources/test_cdk.validation.json
index b627e80340018..683123a73c97a 100644
--- a/tests/aws/services/cloudformation/resources/test_cdk.validation.json
+++ b/tests/aws/services/cloudformation/resources/test_cdk.validation.json
@@ -8,6 +8,33 @@
   "tests/aws/services/cloudformation/resources/test_cdk.py::TestCdkInit::test_cdk_bootstrap[12]": {
     "last_validated_date": "2024-06-25T18:44:21+00:00"
   },
+  "tests/aws/services/cloudformation/resources/test_cdk.py::TestCdkInit::test_cdk_bootstrap_redeploy": {
+    "last_validated_date": "2025-08-07T10:26:46+00:00",
+    "durations_in_seconds": {
+      "setup": 0.82,
+      "call": 48.6,
+      "teardown": 21.75,
+      "total": 71.17
+    }
+  },
+  "tests/aws/services/cloudformation/resources/test_cdk.py::TestCdkInit::test_cdk_bootstrap_redeploy[v20]": {
+    "last_validated_date": "2025-08-07T11:33:27+00:00",
+    "durations_in_seconds": {
+      "setup": 0.84,
+      "call": 48.62,
+      "teardown": 23.94,
+      "total": 73.4
+    }
+  },
+  "tests/aws/services/cloudformation/resources/test_cdk.py::TestCdkInit::test_cdk_bootstrap_redeploy[v28]": {
+    "last_validated_date": "2025-08-07T11:34:37+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 48.44,
+      "teardown": 20.92,
+      "total": 69.36
+    }
+  },
   "tests/aws/services/cloudformation/resources/test_cdk.py::TestCdkSampleApp::test_cdk_sample": {
     "last_validated_date": "2022-11-04T14:15:44+00:00"
   }
diff --git a/tests/aws/services/cloudformation/v2/test_dynamic_resolving.py b/tests/aws/services/cloudformation/v2/test_dynamic_resolving.py
index 92b1aac4f3a65..3977d906fab0b 100644
--- a/tests/aws/services/cloudformation/v2/test_dynamic_resolving.py
+++ b/tests/aws/services/cloudformation/v2/test_dynamic_resolving.py
@@ -1 +1,143 @@
-from tests.aws.services.cloudformation.conftest import skip_if_v1_provider

from localstack.testing.pytest import markers
from localstack.utils.strings import short_uid

pytestmark = skip_if_v1_provider(reason="Only valid for the V2 provider")


@markers.snapshot.skip_snapshot_verify(
    paths=[
        "delete-describe..*",
        #
        # Before/After Context
        "$..Capabilities",
        "$..NotificationARNs",
        "$..IncludeNestedStacks",
        "$..Scope",
        "$..Details",
        "$..Parameters",
        "$..Replacement",
        "$..PolicyAction",
    ]
)
class TestSSMParameterValues:
    @markers.aws.validated
    @markers.snapshot.skip_snapshot_verify(
        paths=[
            # TODO: parity of the events
            "$..MyParameter..PhysicalResourceId"
        ]
    )
    def test_update_parameter_between_deployments(
        self, aws_client, snapshot, create_parameter, capture_update_process
    ):
        param_name = f"param-{short_uid()}"
        param_value_1 = f"param-value-1-{short_uid()}"
        param_value_2 = f"param-value-2-{short_uid()}"

        snapshot.add_transformers_list(
            [
                snapshot.transform.regex(param_name, "<param-name>"),
                snapshot.transform.regex(param_value_1, "<param-value-1>"),
                snapshot.transform.regex(param_value_2, "<param-value-2>"),
                snapshot.transform.key_value("PhysicalResourceId"),
            ]
        )

        create_parameter(Name=param_name, Value=param_value_1, Type="String")

        template1 = {
            "Parameters": {
                "MyValue": {
                    "Type": "AWS::SSM::Parameter::Value<String>",
                },
            },
            "Resources": {
                "MyParameter": {
                    "Type": "AWS::SSM::Parameter",
                    "Properties": {
                        "Type": "String",
                        "Value": {"Ref": "MyValue"},
                    },
                },
            },
        }

        def update_parameter_value():
            aws_client.ssm.put_parameter(
                Name=param_name, Value=param_value_2, Type="String", Overwrite=True
            )

        capture_update_process(
            snapshot=snapshot,
            t1=template1,
            t2=template1,
            p1={"MyValue": param_name},
            p2={"MyValue": param_name},
            custom_update_step=update_parameter_value,
        )

    @markers.aws.validated
    @markers.snapshot.skip_snapshot_verify(
        paths=[
            # TODO: parity of the events
            "$..MyParameter..PhysicalResourceId"
        ]
    )
    def test_change_parameter_type(
        self, aws_client, snapshot, create_parameter, capture_update_process
    ):
        param_name = f"param-{short_uid()}"
        param_value = f"param-value-{short_uid()}"

        snapshot.add_transformers_list(
            [
                snapshot.transform.regex(param_name, "<param-name>"),
                snapshot.transform.regex(param_value, "<param-value>"),
                snapshot.transform.key_value("PhysicalResourceId"),
            ]
        )

        create_parameter(Name=param_name, Value=param_value, Type="String")

        template1 = {
            "Parameters": {
                "MyValue": {
                    "Type": "String",
                },
            },
            "Resources": {
                "MyParameter": {
                    "Type": "AWS::SSM::Parameter",
                    "Properties": {
                        "Type": "String",
                        "Value": {"Ref": "MyValue"},
                    },
                },
            },
        }
        template2 = {
            "Parameters": {
                "MyValue": {
                    "Type": "AWS::SSM::Parameter::Value<String>",
                },
            },
            "Resources": {
                "MyParameter": {
                    "Type": "AWS::SSM::Parameter",
                    "Properties": {
                        "Type": "String",
                        "Value": {"Ref": "MyValue"},
                    },
                },
            },
        }

        capture_update_process(
            snapshot=snapshot,
            t1=template1,
            t2=template2,
            p1={"MyValue": param_name},
            p2={"MyValue": param_name},
        )
\ No newline at end of file
+from tests.aws.services.cloudformation.conftest import skip_if_v1_provider
+
+from localstack.testing.pytest import markers
+from localstack.utils.strings import short_uid
+
+pytestmark = skip_if_v1_provider(reason="Only valid for the V2 provider")
+
+
+@markers.snapshot.skip_snapshot_verify(
+    paths=[
+        "delete-describe..*",
+        #
+        # Before/After Context
+        "$..Capabilities",
+        "$..NotificationARNs",
+        "$..IncludeNestedStacks",
+        "$..Scope",
+        "$..Details",
+        "$..Parameters",
+        "$..Replacement",
+        "$..PolicyAction",
+    ]
+)
+class TestSSMParameterValues:
+    @markers.aws.validated
+    @markers.snapshot.skip_snapshot_verify(
+        paths=[
+            # TODO: parity of the events
+            "$..MyParameter..PhysicalResourceId"
+        ]
+    )
+    def test_update_parameter_between_deployments(
+        self, aws_client, snapshot, create_parameter, capture_update_process
+    ):
+        param_name = f"param-{short_uid()}"
+        param_value_1 = f"param-value-1-{short_uid()}"
+        param_value_2 = f"param-value-2-{short_uid()}"
+
+        snapshot.add_transformers_list(
+            [
+                snapshot.transform.regex(param_name, "<param-name>"),
+                snapshot.transform.regex(param_value_1, "<param-value-1>"),
+                snapshot.transform.regex(param_value_2, "<param-value-2>"),
+                snapshot.transform.key_value("PhysicalResourceId"),
+            ]
+        )
+
+        create_parameter(Name=param_name, Value=param_value_1, Type="String")
+
+        template1 = {
+            "Parameters": {
+                "MyValue": {
+                    "Type": "AWS::SSM::Parameter::Value<String>",
+                },
+            },
+            "Resources": {
+                "MyParameter": {
+                    "Type": "AWS::SSM::Parameter",
+                    "Properties": {
+                        "Type": "String",
+                        "Value": {"Ref": "MyValue"},
+                    },
+                },
+            },
+        }
+
+        def update_parameter_value():
+            aws_client.ssm.put_parameter(
+                Name=param_name, Value=param_value_2, Type="String", Overwrite=True
+            )
+
+        capture_update_process(
+            snapshot=snapshot,
+            t1=template1,
+            t2=template1,
+            p1={"MyValue": param_name},
+            p2={"MyValue": param_name},
+            custom_update_step=update_parameter_value,
+        )
+
+    @markers.aws.validated
+    @markers.snapshot.skip_snapshot_verify(
+        paths=[
+            # TODO: parity of the events
+            "$..MyParameter..PhysicalResourceId"
+        ]
+    )
+    def test_change_parameter_type(
+        self, aws_client, snapshot, create_parameter, capture_update_process
+    ):
+        param_name = f"param-{short_uid()}"
+        param_value = f"param-value-{short_uid()}"
+
+        snapshot.add_transformers_list(
+            [
+                snapshot.transform.regex(param_name, "<param-name>"),
+                snapshot.transform.regex(param_value, "<param-value>"),
+                snapshot.transform.key_value("PhysicalResourceId"),
+            ]
+        )
+
+        create_parameter(Name=param_name, Value=param_value, Type="String")
+
+        template1 = {
+            "Parameters": {
+                "MyValue": {
+                    "Type": "String",
+                },
+            },
+            "Resources": {
+                "MyParameter": {
+                    "Type": "AWS::SSM::Parameter",
+                    "Properties": {
+                        "Type": "String",
+                        "Value": {"Ref": "MyValue"},
+                    },
+                },
+            },
+        }
+        template2 = {
+            "Parameters": {
+                "MyValue": {
+                    "Type": "AWS::SSM::Parameter::Value<String>",
+                },
+            },
+            "Resources": {
+                "MyParameter": {
+                    "Type": "AWS::SSM::Parameter",
+                    "Properties": {
+                        "Type": "String",
+                        "Value": {"Ref": "MyValue"},
+                    },
+                },
+            },
+        }
+
+        capture_update_process(
+            snapshot=snapshot,
+            t1=template1,
+            t2=template2,
+            p1={"MyValue": param_name},
+            p2={"MyValue": param_name},
+        )
diff --git a/tests/aws/templates/cdk_bootstrap_v28.yaml b/tests/aws/templates/cdk_bootstrap_v28.yaml
new file mode 100644
index 0000000000000..7083afbc023f5
--- /dev/null
+++ b/tests/aws/templates/cdk_bootstrap_v28.yaml
@@ -0,0 +1,671 @@
+Description: This stack includes resources needed to deploy AWS CDK apps into this environment
+Parameters:
+  TrustedAccounts:
+    Description: List of AWS accounts that are trusted to publish assets and deploy stacks to this environment
+    Default: ""
+    Type: CommaDelimitedList
+  TrustedAccountsForLookup:
+    Description: List of AWS accounts that are trusted to look up values in this environment
+    Default: ""
+    Type: CommaDelimitedList
+  CloudFormationExecutionPolicies:
+    Description: List of the ManagedPolicy ARN(s) to attach to the CloudFormation deployment role
+    Default: ""
+    Type: CommaDelimitedList
+  FileAssetsBucketName:
+    Description: The name of the S3 bucket used for file assets
+    Default: ""
+    Type: String
+  FileAssetsBucketKmsKeyId:
+    Description: Empty to create a new key (default), 'AWS_MANAGED_KEY' to use a managed S3 key, or the ID/ARN of an existing key.
+    Default: ""
+    Type: String
+  ContainerAssetsRepositoryName:
+    Description: A user-provided custom name to use for the container assets ECR repository
+    Default: ""
+    Type: String
+  Qualifier:
+    Description: An identifier to distinguish multiple bootstrap stacks in the same environment
+    Default: hnb659fds
+    Type: String
+    AllowedPattern: "[A-Za-z0-9_-]{1,10}"
+    ConstraintDescription: Qualifier must be an alphanumeric identifier of at most 10 characters
+  PublicAccessBlockConfiguration:
+    Description: Whether or not to enable S3 Staging Bucket Public Access Block Configuration
+    Default: "true"
+    Type: String
+    AllowedValues:
+      - "true"
+      - "false"
+  InputPermissionsBoundary:
+    Description: Whether or not to use either the CDK supplied or custom permissions boundary
+    Default: ""
+    Type: String
+  UseExamplePermissionsBoundary:
+    Default: "false"
+    AllowedValues:
+      - "true"
+      - "false"
+    Type: String
+  BootstrapVariant:
+    Type: String
+    Default: "AWS CDK: Default Resources"
+    Description: Describe the provenance of the resources in this bootstrap stack. Change this when you customize the template. To prevent accidents, the CDK CLI will not overwrite bootstrap stacks with a different variant.
+Conditions:
+  HasTrustedAccounts:
+    Fn::Not:
+      - Fn::Equals:
+          - ""
+          - Fn::Join:
+              - ""
+              - Ref: TrustedAccounts
+  HasTrustedAccountsForLookup:
+    Fn::Not:
+      - Fn::Equals:
+          - ""
+          - Fn::Join:
+              - ""
+              - Ref: TrustedAccountsForLookup
+  HasCloudFormationExecutionPolicies:
+    Fn::Not:
+      - Fn::Equals:
+          - ""
+          - Fn::Join:
+              - ""
+              - Ref: CloudFormationExecutionPolicies
+  HasCustomFileAssetsBucketName:
+    Fn::Not:
+      - Fn::Equals:
+          - ""
+          - Ref: FileAssetsBucketName
+  CreateNewKey:
+    Fn::Equals:
+      - ""
+      - Ref: FileAssetsBucketKmsKeyId
+  UseAwsManagedKey:
+    Fn::Equals:
+      - AWS_MANAGED_KEY
+      - Ref: FileAssetsBucketKmsKeyId
+  ShouldCreatePermissionsBoundary:
+    Fn::Equals:
+      - "true"
+      - Ref: UseExamplePermissionsBoundary
+  PermissionsBoundarySet:
+    Fn::Not:
+      - Fn::Equals:
+          - ""
+          - Ref: InputPermissionsBoundary
+  HasCustomContainerAssetsRepositoryName:
+    Fn::Not:
+      - Fn::Equals:
+          - ""
+          - Ref: ContainerAssetsRepositoryName
+  UsePublicAccessBlockConfiguration:
+    Fn::Equals:
+      - "true"
+      - Ref: PublicAccessBlockConfiguration
+Resources:
+  FileAssetsBucketEncryptionKey:
+    Type: AWS::KMS::Key
+    Properties:
+      KeyPolicy:
+        Statement:
+          - Action:
+              - kms:Create*
+              - kms:Describe*
+              - kms:Enable*
+              - kms:List*
+              - kms:Put*
+              - kms:Update*
+              - kms:Revoke*
+              - kms:Disable*
+              - kms:Get*
+              - kms:Delete*
+              - kms:ScheduleKeyDeletion
+              - kms:CancelKeyDeletion
+              - kms:GenerateDataKey
+              - kms:TagResource
+              - kms:UntagResource
+            Effect: Allow
+            Principal:
+              AWS:
+                Ref: AWS::AccountId
+            Resource: "*"
+          - Action:
+              - kms:Decrypt
+              - kms:DescribeKey
+              - kms:Encrypt
+              - kms:ReEncrypt*
+              - kms:GenerateDataKey*
+            Effect: Allow
+            Principal:
+              AWS: "*"
+            Resource: "*"
+            Condition:
+              StringEquals:
+                kms:CallerAccount:
+                  Ref: AWS::AccountId
+                kms:ViaService:
+                  - Fn::Sub: s3.${AWS::Region}.amazonaws.com
+          - Action:
+              - kms:Decrypt
+              - kms:DescribeKey
+              - kms:Encrypt
+              - kms:ReEncrypt*
+              - kms:GenerateDataKey*
+            Effect: Allow
+            Principal:
+              AWS:
+                Fn::Sub: ${FilePublishingRole.Arn}
+            Resource: "*"
+    Condition: CreateNewKey
+    UpdateReplacePolicy: Delete
+    DeletionPolicy: Delete
+  FileAssetsBucketEncryptionKeyAlias:
+    Condition: CreateNewKey
+    Type: AWS::KMS::Alias
+    Properties:
+      AliasName:
+        Fn::Sub: alias/cdk-${Qualifier}-assets-key
+      TargetKeyId:
+        Ref: FileAssetsBucketEncryptionKey
+  StagingBucket:
+    Type: AWS::S3::Bucket
+    Properties:
+      BucketName:
+        Fn::If:
+          - HasCustomFileAssetsBucketName
+          - Fn::Sub: ${FileAssetsBucketName}
+          - Fn::Sub: cdk-${Qualifier}-assets-${AWS::AccountId}-${AWS::Region}
+      AccessControl: Private
+      BucketEncryption:
+        ServerSideEncryptionConfiguration:
+          - ServerSideEncryptionByDefault:
+              SSEAlgorithm: aws:kms
+              KMSMasterKeyID:
+                Fn::If:
+                  - CreateNewKey
+                  - Fn::Sub: ${FileAssetsBucketEncryptionKey.Arn}
+                  - Fn::If:
+                      - UseAwsManagedKey
+                      - Ref: AWS::NoValue
+                      - Fn::Sub: ${FileAssetsBucketKmsKeyId}
+      PublicAccessBlockConfiguration:
+        Fn::If:
+          - UsePublicAccessBlockConfiguration
+          - BlockPublicAcls: true
+            BlockPublicPolicy: true
+            IgnorePublicAcls: true
+            RestrictPublicBuckets: true
+          - Ref: AWS::NoValue
+      VersioningConfiguration:
+        Status: Enabled
+      LifecycleConfiguration:
+        Rules:
+          - Id: CleanupOldVersions
+            Status: Enabled
+            NoncurrentVersionExpiration:
+              NoncurrentDays: 30
+          - Id: AbortIncompleteMultipartUploads
+            Status: Enabled
+            AbortIncompleteMultipartUpload:
+              DaysAfterInitiation: 1
+    UpdateReplacePolicy: Retain
+    DeletionPolicy: Retain
+  StagingBucketPolicy:
+    Type: AWS::S3::BucketPolicy
+    Properties:
+      Bucket:
+        Ref: StagingBucket
+      PolicyDocument:
+        Id: AccessControl
+        Version: "2012-10-17"
+        Statement:
+          - Sid: AllowSSLRequestsOnly
+            Action: s3:*
+            Effect: Deny
+            Resource:
+              - Fn::Sub: ${StagingBucket.Arn}
+              - Fn::Sub: ${StagingBucket.Arn}/*
+            Condition:
+              Bool:
+                aws:SecureTransport: "false"
+            Principal: "*"
+  ContainerAssetsRepository:
+    Type: AWS::ECR::Repository
+    Properties:
+      ImageTagMutability: IMMUTABLE
+      LifecyclePolicy:
+        LifecyclePolicyText: |
+          {
+            "rules": [
+              {
+                "rulePriority": 1,
+                "description": "Untagged images should not exist, but expire any older than one year",
+                "selection": {
+                  "tagStatus": "untagged",
+                  "countType": "sinceImagePushed",
+                  "countUnit": "days",
+                  "countNumber": 365
+                },
+                "action": { "type": "expire" }
+              }
+            ]
+          }
+      RepositoryName:
+        Fn::If:
+          - HasCustomContainerAssetsRepositoryName
+          - Fn::Sub: ${ContainerAssetsRepositoryName}
+          - Fn::Sub: cdk-${Qualifier}-container-assets-${AWS::AccountId}-${AWS::Region}
+      RepositoryPolicyText:
+        Version: "2012-10-17"
+        Statement:
+          - Sid: LambdaECRImageRetrievalPolicy
+            Effect: Allow
+            Principal:
+              Service: lambda.amazonaws.com
+            Action:
+              - ecr:BatchGetImage
+              - ecr:GetDownloadUrlForLayer
+            Condition:
+              StringLike:
+                aws:sourceArn:
+                  Fn::Sub: arn:${AWS::Partition}:lambda:${AWS::Region}:${AWS::AccountId}:function:*
+          - Sid: EmrServerlessImageRetrievalPolicy
+            Effect: Allow
+            Principal:
+              Service: emr-serverless.amazonaws.com
+            Action:
+              - ecr:BatchGetImage
+              - ecr:GetDownloadUrlForLayer
+              - ecr:DescribeImages
+            Condition:
+              StringLike:
+                aws:sourceArn:
+                  Fn::Sub: arn:${AWS::Partition}:emr-serverless:${AWS::Region}:${AWS::AccountId}:/applications/*
+  FilePublishingRole:
+    Type: AWS::IAM::Role
+    Properties:
+      AssumeRolePolicyDocument:
+        Statement:
+          - Action: sts:TagSession
+            Effect: Allow
+            Principal:
+              AWS:
+                Ref: AWS::AccountId
+          - Action: sts:AssumeRole
+            Effect: Allow
+            Principal:
+              AWS:
+                Ref: AWS::AccountId
+          - Fn::If:
+              - HasTrustedAccounts
+              - Action: sts:AssumeRole
+                Effect: Allow
+                Principal:
+                  AWS:
+                    Ref: TrustedAccounts
+              - Ref: AWS::NoValue
+      RoleName:
+        Fn::Sub: cdk-${Qualifier}-file-publishing-role-${AWS::AccountId}-${AWS::Region}
+      Tags:
+        - Key: aws-cdk:bootstrap-role
+          Value: file-publishing
+  ImagePublishingRole:
+    Type: AWS::IAM::Role
+    Properties:
+      AssumeRolePolicyDocument:
+        Statement:
+          - Action: sts:TagSession
+            Effect: Allow
+            Principal:
+              AWS:
+                Ref: AWS::AccountId
+          - Action: sts:AssumeRole
+            Effect: Allow
+            Principal:
+              AWS:
+                Ref: AWS::AccountId
+          - Fn::If:
+              - HasTrustedAccounts
+              - Action: sts:AssumeRole
+                Effect: Allow
+                Principal:
+                  AWS:
+                    Ref: TrustedAccounts
+              - Ref: AWS::NoValue
+      RoleName:
+        Fn::Sub: cdk-${Qualifier}-image-publishing-role-${AWS::AccountId}-${AWS::Region}
+      Tags:
+        - Key: aws-cdk:bootstrap-role
+          Value: image-publishing
+  LookupRole:
+    Type: AWS::IAM::Role
+    Properties:
+      AssumeRolePolicyDocument:
+        Statement:
+          - Action: sts:TagSession
+            Effect: Allow
+            Principal:
+              AWS:
+                Ref: AWS::AccountId
+          - Action: sts:AssumeRole
+            Effect: Allow
+            Principal:
+              AWS:
+                Ref: AWS::AccountId
+          - Fn::If:
+              - HasTrustedAccountsForLookup
+              - Action: sts:AssumeRole
+                Effect: Allow
+                Principal:
+                  AWS:
+                    Ref: TrustedAccountsForLookup
+              - Ref: AWS::NoValue
+          - Fn::If:
+              - HasTrustedAccounts
+              - Action: sts:AssumeRole
+                Effect: Allow
+                Principal:
+                  AWS:
+                    Ref: TrustedAccounts
+              - Ref: AWS::NoValue
+      RoleName:
+        Fn::Sub: cdk-${Qualifier}-lookup-role-${AWS::AccountId}-${AWS::Region}
+      ManagedPolicyArns:
+        - Fn::Sub: arn:${AWS::Partition}:iam::aws:policy/ReadOnlyAccess
+      Policies:
+        - PolicyDocument:
+            Statement:
+              - Sid: DontReadSecrets
+                Effect: Deny
+                Action:
+                  - kms:Decrypt
+                Resource: "*"
+            Version: "2012-10-17"
+          PolicyName: LookupRolePolicy
+      Tags:
+        - Key: aws-cdk:bootstrap-role
+          Value: lookup
+  FilePublishingRoleDefaultPolicy:
+    Type: AWS::IAM::Policy
+    Properties:
+      PolicyDocument:
+        Statement:
+          - Action:
+              - s3:GetObject*
+              - s3:GetBucket*
+              - s3:GetEncryptionConfiguration
+              - s3:List*
+              - s3:DeleteObject*
+              - s3:PutObject*
+              - s3:Abort*
+            Resource:
+              - Fn::Sub: ${StagingBucket.Arn}
+              - Fn::Sub: ${StagingBucket.Arn}/*
+            Condition:
+              StringEquals:
+                aws:ResourceAccount:
+                  - Fn::Sub: ${AWS::AccountId}
+            Effect: Allow
+          - Action:
+              - kms:Decrypt
+              - kms:DescribeKey
+              - kms:Encrypt
+              - kms:ReEncrypt*
+              - kms:GenerateDataKey*
+            Effect: Allow
+            Resource:
+              Fn::If:
+                - CreateNewKey
+                - Fn::Sub: ${FileAssetsBucketEncryptionKey.Arn}
+                - Fn::Sub: arn:${AWS::Partition}:kms:${AWS::Region}:${AWS::AccountId}:key/${FileAssetsBucketKmsKeyId}
+        Version: "2012-10-17"
+      Roles:
+        - Ref: FilePublishingRole
+      PolicyName:
+        Fn::Sub: cdk-${Qualifier}-file-publishing-role-default-policy-${AWS::AccountId}-${AWS::Region}
+  ImagePublishingRoleDefaultPolicy:
+    Type: AWS::IAM::Policy
+    Properties:
+      PolicyDocument:
+        Statement:
+          - Action:
+              - ecr:PutImage
+              - ecr:InitiateLayerUpload
+              - ecr:UploadLayerPart
+              - ecr:CompleteLayerUpload
+              - ecr:BatchCheckLayerAvailability
+              - ecr:DescribeRepositories
+              - ecr:DescribeImages
+              - ecr:BatchGetImage
+              - ecr:GetDownloadUrlForLayer
+            Resource:
+              Fn::Sub: ${ContainerAssetsRepository.Arn}
+            Effect: Allow
+          - Action:
+              - ecr:GetAuthorizationToken
+            Resource: "*"
+            Effect: Allow
+        Version: "2012-10-17"
+      Roles:
+        - Ref: ImagePublishingRole
+      PolicyName:
+        Fn::Sub: cdk-${Qualifier}-image-publishing-role-default-policy-${AWS::AccountId}-${AWS::Region}
+  DeploymentActionRole:
+    Type: AWS::IAM::Role
+    Properties:
+      AssumeRolePolicyDocument:
+        Statement:
+          - Action: sts:TagSession
+            Effect: Allow
+            Principal:
+              AWS:
+                Ref: AWS::AccountId
+          - Action: sts:AssumeRole
+            Effect: Allow
+            Principal:
+              AWS:
+                Ref: AWS::AccountId
+          - Fn::If:
+              - HasTrustedAccounts
+              - Action: sts:AssumeRole
+                Effect: Allow
+                Principal:
+                  AWS:
+                    Ref: TrustedAccounts
+              - Ref: AWS::NoValue
+      Policies:
+        - PolicyDocument:
+            Statement:
+              - Sid: CloudFormationPermissions
+                Effect: Allow
+                Action:
+                  - cloudformation:CreateChangeSet
+                  - cloudformation:DeleteChangeSet
+                  - cloudformation:DescribeChangeSet
+                  - cloudformation:DescribeStacks
+                  - cloudformation:ExecuteChangeSet
+                  - cloudformation:CreateStack
+                  - cloudformation:UpdateStack
+                  - cloudformation:RollbackStack
+                  - cloudformation:ContinueUpdateRollback
+                Resource: "*"
+              - Sid: PipelineCrossAccountArtifactsBucket
+                Effect: Allow
+                Action:
+                  - s3:GetObject*
+                  - s3:GetBucket*
+                  - s3:List*
+                  - s3:Abort*
+                  - s3:DeleteObject*
+                  - s3:PutObject*
+                Resource: "*"
+                Condition:
+                  StringNotEquals:
+                    s3:ResourceAccount:
+                      Ref: AWS::AccountId
+              - Sid: PipelineCrossAccountArtifactsKey
+                Effect: Allow
+                Action:
+                  - kms:Decrypt
+                  - kms:DescribeKey
+                  - kms:Encrypt
+                  - kms:ReEncrypt*
+                  - kms:GenerateDataKey*
+                Resource: "*"
+                Condition:
+                  StringEquals:
+                    kms:ViaService:
+                      Fn::Sub: s3.${AWS::Region}.amazonaws.com
+              - Action: iam:PassRole
+                Resource:
+                  Fn::Sub: ${CloudFormationExecutionRole.Arn}
+                Effect: Allow
+              - Sid: CliPermissions
+                Action:
+                  - cloudformation:DescribeStackEvents
+                  - cloudformation:GetTemplate
+                  - cloudformation:DeleteStack
+                  - cloudformation:UpdateTerminationProtection
+                  - sts:GetCallerIdentity
+                  - cloudformation:GetTemplateSummary
+                Resource: "*"
+                Effect: Allow
+              - Sid: CliStagingBucket
+                Effect: Allow
+                Action:
+                  - s3:GetObject*
+                  - s3:GetBucket*
+                  - s3:List*
+                Resource:
+                  - Fn::Sub: ${StagingBucket.Arn}
+                  - Fn::Sub: ${StagingBucket.Arn}/*
+              - Sid: ReadVersion
+                Effect: Allow
+                Action:
+                  - ssm:GetParameter
+                  - ssm:GetParameters
+                Resource:
+                  - Fn::Sub: arn:${AWS::Partition}:ssm:${AWS::Region}:${AWS::AccountId}:parameter${CdkBootstrapVersion}
+              - Sid: Refactor
+                Effect: Allow
+                Action:
+                  - cloudformation:CreateStackRefactor
+                  - cloudformation:DescribeStackRefactor
+                  - cloudformation:ExecuteStackRefactor
+                  - cloudformation:ListStackRefactorActions
+                  - cloudformation:ListStackRefactors
+                  - cloudformation:ListStacks
+                Resource: "*"
+            Version: "2012-10-17"
+          PolicyName: default
+      RoleName:
+        Fn::Sub: cdk-${Qualifier}-deploy-role-${AWS::AccountId}-${AWS::Region}
+      Tags:
+        - Key: aws-cdk:bootstrap-role
+          Value: deploy
+  CloudFormationExecutionRole:
+    Type: AWS::IAM::Role
+    Properties:
+      AssumeRolePolicyDocument:
+        Statement:
+          - Action: sts:AssumeRole
+            Effect: Allow
+            Principal:
+              Service: cloudformation.amazonaws.com
+        Version: "2012-10-17"
+      ManagedPolicyArns:
+        Fn::If:
+          - HasCloudFormationExecutionPolicies
+          - Ref: CloudFormationExecutionPolicies
+          - Fn::If:
+              - HasTrustedAccounts
+              - Ref: AWS::NoValue
+              - - Fn::Sub: arn:${AWS::Partition}:iam::aws:policy/AdministratorAccess
+      RoleName:
+        Fn::Sub: cdk-${Qualifier}-cfn-exec-role-${AWS::AccountId}-${AWS::Region}
+      PermissionsBoundary:
+        Fn::If:
+          - PermissionsBoundarySet
+          - Fn::Sub: arn:${AWS::Partition}:iam::${AWS::AccountId}:policy/${InputPermissionsBoundary}
+          - Ref: AWS::NoValue
+  CdkBoostrapPermissionsBoundaryPolicy:
+    Condition: ShouldCreatePermissionsBoundary
+    Type: AWS::IAM::ManagedPolicy
+    Properties:
+      PolicyDocument:
+        Statement:
+          - Sid: ExplicitAllowAll
+            Action:
+              - "*"
+            Effect: Allow
+            Resource: "*"
+          - Sid: DenyAccessIfRequiredPermBoundaryIsNotBeingApplied
+            Action:
+              - iam:CreateUser
+              - iam:CreateRole
+              - iam:PutRolePermissionsBoundary
+              - iam:PutUserPermissionsBoundary
+            Condition:
+              StringNotEquals:
+                iam:PermissionsBoundary:
+                  Fn::Sub: arn:${AWS::Partition}:iam::${AWS::AccountId}:policy/cdk-${Qualifier}-permissions-boundary-${AWS::AccountId}-${AWS::Region}
+            Effect: Deny
+            Resource: "*"
+          - Sid: DenyPermBoundaryIAMPolicyAlteration
+            Action:
+              - iam:CreatePolicyVersion
+              - iam:DeletePolicy
+              - iam:DeletePolicyVersion
+              - iam:SetDefaultPolicyVersion
+            Effect: Deny
+            Resource:
+              Fn::Sub: arn:${AWS::Partition}:iam::${AWS::AccountId}:policy/cdk-${Qualifier}-permissions-boundary-${AWS::AccountId}-${AWS::Region}
+          - Sid: DenyRemovalOfPermBoundaryFromAnyUserOrRole
+            Action:
+              - iam:DeleteUserPermissionsBoundary
+              - iam:DeleteRolePermissionsBoundary
+            Effect: Deny
+            Resource: "*"
+        Version: "2012-10-17"
+      Description: Bootstrap Permission Boundary
+      ManagedPolicyName:
+        Fn::Sub: cdk-${Qualifier}-permissions-boundary-${AWS::AccountId}-${AWS::Region}
+      Path: /
+  CdkBootstrapVersion:
+    Type: AWS::SSM::Parameter
+    Properties:
+      Type: String
+      Name:
+        Fn::Sub: /cdk-bootstrap/${Qualifier}/version
+      Value: "28"
+Outputs:
+  BucketName:
+    Description: The name of the S3 bucket owned by the CDK toolkit stack
+    Value:
+      Fn::Sub: ${StagingBucket}
+  BucketDomainName:
+    Description: The domain name of the S3 bucket owned by the CDK toolkit stack
+    Value:
+      Fn::Sub: ${StagingBucket.RegionalDomainName}
+  FileAssetKeyArn:
+    Description: The ARN of the KMS key used to encrypt the asset bucket (deprecated)
+    Value:
+      Fn::If:
+        - CreateNewKey
+        - Fn::Sub: ${FileAssetsBucketEncryptionKey.Arn}
+        - Fn::Sub: ${FileAssetsBucketKmsKeyId}
+    Export:
+      Name:
+        Fn::Sub: CdkBootstrap-${Qualifier}-FileAssetKeyArn
+  ImageRepositoryName:
+    Description: The name of the ECR repository which hosts docker image assets
+    Value:
+      Fn::Sub: ${ContainerAssetsRepository}
+  BootstrapVersion:
+    Description: The version of the bootstrap resources that are currently mastered in this stack
+    Value:
+      Fn::GetAtt:
+        - CdkBootstrapVersion
+        - Value

From f068555502ab62ea3c444c900af56da4a408b178 Mon Sep 17 00:00:00 2001
From: Greg Furman <31275503+gregfurman@users.noreply.github.com>
Date: Fri, 8 Aug 2025 17:34:35 +0200
Subject: [PATCH 079/697] add(utils/archives): Support .whl files in
 download_and_extract (#12978)

---
 localstack-core/localstack/utils/archives.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/localstack-core/localstack/utils/archives.py b/localstack-core/localstack/utils/archives.py
index e3b3673541a80..7503bbe8a8667 100644
--- a/localstack-core/localstack/utils/archives.py
+++ b/localstack-core/localstack/utils/archives.py
@@ -233,7 +233,7 @@ def download_and_extract(
             rm_rf(tmp_archive)
             raise e
 
-    if ext == ".zip":
+    if ext in (".zip", ".whl"):
         unzip(tmp_archive, target_dir)
     elif ext in (
         ".bz2",

From 809d9711675ad6c212541fdef9e7d2d578cc6b5c Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Fri, 8 Aug 2025 19:44:10 +0100
Subject: [PATCH 080/697] CFNV2: remove/rescope CFNV2:Validation errors
 (#12970)

---
 .../engine/v2/change_set_model_executor.py    |   2 +-
 .../engine/v2/change_set_model_preproc.py     |  20 ++-
 .../engine/v2/change_set_model_validator.py   | 154 ++++++++++++++----
 .../cloudformation/resource_provider.py       |   6 +-
 .../services/cloudformation/v2/provider.py    |  49 +++++-
 .../cloudformation/api/test_stacks.py         |   5 +-
 .../cloudformation/engine/test_mappings.py    |  67 +++++++-
 .../engine/test_mappings.snapshot.json        |  12 ++
 .../engine/test_mappings.validation.json      |  18 ++
 .../cloudformation/engine/test_references.py  |   2 -
 .../cloudformation/test_template_engine.py    |   9 +-
 11 files changed, 282 insertions(+), 62 deletions(-)

diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py
index 63042f333eadb..e26f5a988abec 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py
@@ -441,7 +441,7 @@ def _execute_resource_action(
                 LOG.warning(
                     "Resource provider operation failed: '%s'",
                     reason,
-                    exc_info=LOG.isEnabledFor(logging.DEBUG),
+                    exc_info=LOG.isEnabledFor(logging.DEBUG) and config.CFN_VERBOSE_ERRORS,
                 )
                 event = ProgressEvent(
                     OperationStatus.FAILED,
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
index 2edb662222616..0396c3015fee3 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
@@ -47,6 +47,7 @@
     extract_dynamic_reference,
     perform_dynamic_reference_lookup,
 )
+from localstack.services.cloudformation.engine.validations import ValidationError
 from localstack.services.cloudformation.stores import (
     exports_map,
 )
@@ -75,6 +76,8 @@
 
 MOCKED_REFERENCE = "unknown"
 
+VALID_LOGICAL_RESOURCE_ID_RE = re.compile(r"^[A-Za-z0-9]+$")
+
 
 class PreprocEntityDelta(Generic[TBefore, TAfter]):
     before: Maybe[TBefore]
@@ -223,7 +226,9 @@ def _get_node_resource_for(
             if node_resource.name == resource_name:
                 self.visit(node_resource)
                 return node_resource
-        raise RuntimeError(f"No resource '{resource_name}' was found")
+        raise ValidationError(
+            f"Template format error: Unresolved resource dependencies [{resource_name}] in the Resources block of the template"
+        )
 
     def _get_node_property_for(
         self, property_name: str, node_resource: NodeResource
@@ -238,7 +243,8 @@ def _get_node_property_for(
     def _deployed_property_value_of(
         self, resource_logical_id: str, property_name: str, resolved_resources: dict
     ) -> Any:
-        # TODO: typing around resolved resources is needed and should be reflected here.
+        # We have to override this function to make sure it does not try to access the
+        # resolved resource
 
         # Before we can obtain deployed value for a resource, we need to first ensure to
         # process the resource if this wasn't processed already. Ideally, values should only
@@ -372,8 +378,12 @@ def _resolve_mapping(
         node_mapping: NodeMapping = self._get_node_mapping(map_name=map_name)
         top_level_value = node_mapping.bindings.bindings.get(top_level_key)
         if not isinstance(top_level_value, NodeObject):
-            raise RuntimeError()
+            error_key = "::".join([map_name, top_level_key, second_level_key])
+            raise ValidationError(f"Template error: Unable to get mapping for {error_key}")
         second_level_value = top_level_value.bindings.get(second_level_key)
+        if not isinstance(second_level_value, TerminalValue):
+            error_key = "::".join([map_name, top_level_key, second_level_key])
+            raise ValidationError(f"Template error: Unable to get mapping for {error_key}")
         mapping_value_delta = self.visit(second_level_value)
         return mapping_value_delta
 
@@ -1070,6 +1080,10 @@ def _resolve_resource_condition_reference(self, reference: TerminalValue) -> Pre
     def visit_node_resource(
         self, node_resource: NodeResource
     ) -> PreprocEntityDelta[PreprocResource, PreprocResource]:
+        if not VALID_LOGICAL_RESOURCE_ID_RE.match(node_resource.name):
+            raise ValidationError(
+                f"Template format error: Resource name {node_resource.name} is non alphanumeric."
+            )
         change_type = node_resource.change_type
         condition_before = Nothing
         condition_after = Nothing
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_validator.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_validator.py
index 8176733b44667..e8248d05e39f6 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_validator.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_validator.py
@@ -1,53 +1,141 @@
 import re
+from typing import Any
 
 from localstack.services.cloudformation.engine.v2.change_set_model import (
-    NodeParameters,
-    NodeResource,
+    Maybe,
+    NodeIntrinsicFunction,
     NodeTemplate,
+    Nothing,
     is_nothing,
 )
 from localstack.services.cloudformation.engine.v2.change_set_model_preproc import (
+    _PSEUDO_PARAMETERS,
+    ChangeSetModelPreproc,
     PreprocEntityDelta,
+    PreprocResource,
 )
-from localstack.services.cloudformation.engine.v2.change_set_model_visitor import (
-    ChangeSetModelVisitor,
-)
-from localstack.services.cloudformation.engine.validations import ValidationError
-from localstack.services.cloudformation.v2.entities import ChangeSet
-
-VALID_LOGICAL_RESOURCE_ID_RE = re.compile(r"^[A-Za-z0-9]+$")
 
 
-class ChangeSetModelValidator(ChangeSetModelVisitor):
-    def __init__(self, change_set: ChangeSet):
-        self._change_set = change_set
-
+class ChangeSetModelValidator(ChangeSetModelPreproc):
     def validate(self):
-        self.visit(self._change_set.update_model.node_template)
+        self.process()
 
     def visit_node_template(self, node_template: NodeTemplate):
-        self.visit(node_template.parameters)
+        self.visit(node_template.mappings)
         self.visit(node_template.resources)
 
-    def visit_node_parameters(self, node_parameters: NodeParameters) -> PreprocEntityDelta:
-        # check that all parameters have values
-        invalid_parameters = []
-        for node_parameter in node_parameters.parameters:
-            self.visit(node_parameter)
-            if is_nothing(node_parameter.default_value.value) and is_nothing(
-                node_parameter.dynamic_value.value
+    def visit_node_intrinsic_function_fn_get_att(
+        self, node_intrinsic_function: NodeIntrinsicFunction
+    ) -> PreprocEntityDelta:
+        arguments_delta = self.visit(node_intrinsic_function.arguments)
+        before_arguments: Maybe[str | list[str]] = arguments_delta.before
+        after_arguments: Maybe[str | list[str]] = arguments_delta.after
+
+        before = self._before_cache.get(node_intrinsic_function.scope, Nothing)
+        if is_nothing(before) and not is_nothing(before_arguments):
+            before = ".".join(before_arguments)
+
+        after = self._after_cache.get(node_intrinsic_function.scope, Nothing)
+        if is_nothing(after) and not is_nothing(after_arguments):
+            after = ".".join(after_arguments)
+
+        return PreprocEntityDelta(before=before, after=after)
+
+    def visit_node_intrinsic_function_fn_sub(
+        self, node_intrinsic_function: NodeIntrinsicFunction
+    ) -> PreprocEntityDelta:
+        def _compute_sub(args: str | list[Any], select_before: bool) -> str:
+            # TODO: add further schema validation.
+            string_template: str
+            sub_parameters: dict
+            if isinstance(args, str):
+                string_template = args
+                sub_parameters = dict()
+            elif (
+                isinstance(args, list)
+                and len(args) == 2
+                and isinstance(args[0], str)
+                and isinstance(args[1], dict)
             ):
-                invalid_parameters.append(node_parameter.name)
+                string_template = args[0]
+                sub_parameters = args[1]
+            else:
+                raise RuntimeError(
+                    "Invalid arguments shape for Fn::Sub, expected a String "
+                    f"or a Tuple of String and Map but got '{args}'"
+                )
+            sub_string = string_template
+            template_variable_names = re.findall("\\${([^}]+)}", string_template)
+            for template_variable_name in template_variable_names:
+                template_variable_value = Nothing
+
+                # Try to resolve the variable name as pseudo parameter.
+                if template_variable_name in _PSEUDO_PARAMETERS:
+                    template_variable_value = self._resolve_pseudo_parameter(
+                        pseudo_parameter_name=template_variable_name
+                    )
+
+                # Try to resolve the variable name as an entry to the defined parameters.
+                elif template_variable_name in sub_parameters:
+                    template_variable_value = sub_parameters[template_variable_name]
+
+                # Try to resolve the variable name as GetAtt.
+                elif "." in template_variable_name:
+                    try:
+                        template_variable_value = self._resolve_attribute(
+                            arguments=template_variable_name, select_before=select_before
+                        )
+                    except RuntimeError:
+                        pass
+
+                # Try to resolve the variable name as Ref.
+                else:
+                    try:
+                        resource_delta = self._resolve_reference(logical_id=template_variable_name)
+                        template_variable_value = (
+                            resource_delta.before if select_before else resource_delta.after
+                        )
+                        if isinstance(template_variable_value, PreprocResource):
+                            template_variable_value = template_variable_value.physical_resource_id
+                    except RuntimeError:
+                        pass
+
+                if is_nothing(template_variable_value):
+                    # override the base method just for this line to prevent accessing the
+                    # resource properties since we are not deploying any resources
+                    template_variable_value = ""
+
+                if not isinstance(template_variable_value, str):
+                    template_variable_value = str(template_variable_value)
 
-        if invalid_parameters:
-            raise ValidationError(f"Parameters: [{','.join(invalid_parameters)}] must have values")
+                sub_string = sub_string.replace(
+                    f"${{{template_variable_name}}}", template_variable_value
+                )
 
-        # continue visiting
-        return super().visit_node_parameters(node_parameters)
+            # FIXME: the following type reduction is ported from v1; however it appears as though such
+            #        reduction is not performed by the engine, and certainly not at this depth given the
+            #        lack of context. This section should be removed with Fn::Sub always retuning a string
+            #        and the resource providers reviewed.
+            account_id = self._change_set.account_id
+            is_another_account_id = sub_string.isdigit() and len(sub_string) == len(account_id)
+            if sub_string == account_id or is_another_account_id:
+                result = sub_string
+            elif sub_string.isdigit():
+                result = int(sub_string)
+            else:
+                try:
+                    result = float(sub_string)
+                except ValueError:
+                    result = sub_string
+            return result
 
-    def visit_node_resource(self, node_resource: NodeResource) -> PreprocEntityDelta:
-        if not VALID_LOGICAL_RESOURCE_ID_RE.match(node_resource.name):
-            raise ValidationError(
-                f"Template format error: Resource name {node_resource.name} is non alphanumeric."
-            )
-        return super().visit_node_resource(node_resource)
+        arguments_delta = self.visit(node_intrinsic_function.arguments)
+        arguments_before = arguments_delta.before
+        arguments_after = arguments_delta.after
+        before = self._before_cache.get(node_intrinsic_function.scope, Nothing)
+        if is_nothing(before) and not is_nothing(arguments_before):
+            before = _compute_sub(args=arguments_before, select_before=True)
+        after = self._after_cache.get(node_intrinsic_function.scope, Nothing)
+        if is_nothing(after) and not is_nothing(arguments_after):
+            after = _compute_sub(args=arguments_after, select_before=False)
+        return PreprocEntityDelta(before=before, after=after)
diff --git a/localstack-core/localstack/services/cloudformation/resource_provider.py b/localstack-core/localstack/services/cloudformation/resource_provider.py
index 54b6b64f4597a..169b7c33a30da 100644
--- a/localstack-core/localstack/services/cloudformation/resource_provider.py
+++ b/localstack-core/localstack/services/cloudformation/resource_provider.py
@@ -236,7 +236,7 @@ def get_resource_type(resource: dict) -> str:
         LOG.warning(
             "Failed to retrieve resource type %s",
             resource.get("Type"),
-            exc_info=LOG.isEnabledFor(logging.DEBUG),
+            exc_info=LOG.isEnabledFor(logging.DEBUG) and config.CFN_VERBOSE_ERRORS,
         )
 
 
@@ -577,7 +577,7 @@ def try_load_resource_provider(resource_type: str) -> ResourceProvider | None:
                 LOG.warning(
                     "Failed to load PRO resource type %s as a ResourceProvider.",
                     resource_type,
-                    exc_info=LOG.isEnabledFor(logging.DEBUG),
+                    exc_info=LOG.isEnabledFor(logging.DEBUG) and config.CFN_VERBOSE_ERRORS,
                 )
 
         # 2. try to load community resource provider
@@ -592,7 +592,7 @@ def try_load_resource_provider(resource_type: str) -> ResourceProvider | None:
                 LOG.warning(
                     "Failed to load community resource type %s as a ResourceProvider.",
                     resource_type,
-                    exc_info=LOG.isEnabledFor(logging.DEBUG),
+                    exc_info=LOG.isEnabledFor(logging.DEBUG) and config.CFN_VERBOSE_ERRORS,
                 )
 
         # we could not find the resource provider
diff --git a/localstack-core/localstack/services/cloudformation/v2/provider.py b/localstack-core/localstack/services/cloudformation/v2/provider.py
index 133defda8171b..91b62af323ae0 100644
--- a/localstack-core/localstack/services/cloudformation/v2/provider.py
+++ b/localstack-core/localstack/services/cloudformation/v2/provider.py
@@ -5,8 +5,10 @@
 from datetime import UTC, datetime
 from typing import Any
 
+from localstack import config
 from localstack.aws.api import RequestContext, handler
 from localstack.aws.api.cloudformation import (
+    AlreadyExistsException,
     CallAs,
     Changes,
     ChangeSetNameOrId,
@@ -213,6 +215,7 @@ def _resolve_parameters(
     ) -> dict[str, EngineParameter]:
         template_parameters = template.get("Parameters", {})
         resolved_parameters = {}
+        invalid_parameters = []
         for name, parameter in template_parameters.items():
             given_value = parameters.get(name)
             default_value = parameter.get("Default")
@@ -231,10 +234,14 @@ def _resolve_parameters(
                         f"Parameter {name} should either have input value or default value"
                     )
             elif given_value is None and default_value is None:
-                raise ValidationError(f"Parameters: [{name}] must have values")
+                invalid_parameters.append(name)
+                continue
 
             resolved_parameters[name] = resolved_parameter
 
+        if invalid_parameters:
+            raise ValidationError(f"Parameters: [{','.join(invalid_parameters)}] must have values")
+
         for name, parameter in resolved_parameters.items():
             if (
                 parameter.get("resolved_value") is None
@@ -539,7 +546,9 @@ def _run(*args):
                 change_set.stack.template_body = change_set.template_body
             except Exception as e:
                 LOG.error(
-                    "Execute change set failed: %s", e, exc_info=LOG.isEnabledFor(logging.WARNING)
+                    "Execute change set failed: %s",
+                    e,
+                    exc_info=LOG.isEnabledFor(logging.DEBUG) and config.CFN_VERBOSE_ERRORS,
                 )
                 new_stack_status = StackStatus.UPDATE_FAILED
                 if change_set.change_set_type == ChangeSetType.CREATE:
@@ -645,6 +654,26 @@ def create_stack(self, context: RequestContext, request: CreateStackInput) -> Cr
             raise ValidationError("StackName must be specified")
 
         state = get_cloudformation_store(context.account_id, context.region)
+
+        active_stack_candidates = [
+            stack
+            for stack in state.stacks_v2.values()
+            if stack.stack_name == stack_name and stack.status not in [StackStatus.DELETE_COMPLETE]
+        ]
+
+        # TODO: fix/implement this code path
+        #   this needs more investigation how Cloudformation handles it (e.g. normal stack create or does it create a separate changeset?)
+        # REVIEW_IN_PROGRESS is another special status
+        # in this case existing changesets are set to obsolete and the stack is created
+        # review_stack_candidates = [s for s in stack_candidates if s.status == StackStatus.REVIEW_IN_PROGRESS]
+        # if review_stack_candidates:
+        # set changesets to obsolete
+        # for cs in review_stack_candidates[0].change_sets:
+        #     cs.execution_status = ExecutionStatus.OBSOLETE
+
+        if active_stack_candidates:
+            raise AlreadyExistsException(f"Stack [{stack_name}] already exists")
+
         # TODO: copied from create_change_set, consider unifying
         template_body = request.get("TemplateBody")
         # s3 or secretsmanager url
@@ -724,7 +753,9 @@ def _run(*args):
                 stack.resolved_parameters = change_set.resolved_parameters
             except Exception as e:
                 LOG.error(
-                    "Create Stack set failed: %s", e, exc_info=LOG.isEnabledFor(logging.WARNING)
+                    "Create Stack set failed: %s",
+                    e,
+                    exc_info=LOG.isEnabledFor(logging.WARNING) and config.CFN_VERBOSE_ERRORS,
                 )
                 stack.set_stack_status(StackStatus.CREATE_FAILED)
 
@@ -754,9 +785,7 @@ def describe_stacks(
         if stack_name:
             stack = find_stack_v2(state, stack_name)
             if not stack:
-                raise StackNotFoundError(
-                    stack_name, message_override=f"Stack with id {stack_name} does not exist"
-                )
+                raise ValidationError(f"Stack with id {stack_name} does not exist")
             stacks = [stack]
         else:
             stacks = state.stacks_v2.values()
@@ -1356,7 +1385,11 @@ def _run(*args):
                 stack.template_body = change_set.template_body
                 stack.resolved_parameters = change_set.resolved_parameters
             except Exception as e:
-                LOG.error("Update Stack failed: %s", e, exc_info=LOG.isEnabledFor(logging.WARNING))
+                LOG.error(
+                    "Update Stack failed: %s",
+                    e,
+                    exc_info=LOG.isEnabledFor(logging.WARNING) and config.CFN_VERBOSE_ERRORS,
+                )
                 stack.set_stack_status(StackStatus.UPDATE_FAILED)
 
         start_worker_thread(_run)
@@ -1419,7 +1452,7 @@ def _run(*args):
                     "Failed to delete stack '%s': %s",
                     stack.stack_name,
                     e,
-                    exc_info=LOG.isEnabledFor(logging.DEBUG),
+                    exc_info=LOG.isEnabledFor(logging.DEBUG) and config.CFN_VERBOSE_ERRORS,
                 )
                 stack.set_stack_status(StackStatus.DELETE_FAILED)
 
diff --git a/tests/aws/services/cloudformation/api/test_stacks.py b/tests/aws/services/cloudformation/api/test_stacks.py
index d38e17d42ce06..848bd241299e0 100644
--- a/tests/aws/services/cloudformation/api/test_stacks.py
+++ b/tests/aws/services/cloudformation/api/test_stacks.py
@@ -219,7 +219,6 @@ def test_stack_update_resources(
         resources = aws_client.cloudformation.describe_stack_resources(StackName=stack_name)
         snapshot.match("stack_resources", resources)
 
-    @skip_if_v2_provider(reason="CFNV2:Validation")
     @markers.aws.validated
     def test_update_stack_with_same_template_withoutchange(
         self, deploy_cfn_template, aws_client, snapshot
@@ -239,7 +238,7 @@ def test_update_stack_with_same_template_withoutchange(
 
         snapshot.match("no_change_exception", ctx.value.response)
 
-    @skip_if_v2_provider(reason="CFNV2:Validation")
+    @skip_if_v2_provider(reason="CFNV2:Transform")
     @markers.aws.validated
     def test_update_stack_with_same_template_withoutchange_transformation(
         self, deploy_cfn_template, aws_client
@@ -702,9 +701,9 @@ def test_blocked_stack_deletion(aws_client, cleanups, snapshot):
 """
 
 
-@skip_if_v2_provider(reason="CFNV2:Validation")
 @markers.snapshot.skip_snapshot_verify(
     paths=["$..EnableTerminationProtection", "$..LastUpdatedTime"]
+    + skipped_v2_items("$..Capabilities")
 )
 @markers.aws.validated
 def test_name_conflicts(aws_client, snapshot, cleanups):
diff --git a/tests/aws/services/cloudformation/engine/test_mappings.py b/tests/aws/services/cloudformation/engine/test_mappings.py
index b16fccdfa02df..9a2ca50ef5fa4 100644
--- a/tests/aws/services/cloudformation/engine/test_mappings.py
+++ b/tests/aws/services/cloudformation/engine/test_mappings.py
@@ -1,7 +1,8 @@
 import os
 
 import pytest
-from tests.aws.services.cloudformation.conftest import skip_if_v2_provider
+from botocore.exceptions import ClientError
+from tests.aws.services.cloudformation.conftest import skip_if_v1_provider, skip_if_v2_provider
 
 from localstack.testing.pytest import markers
 from localstack.testing.pytest.fixtures import StackDeployError
@@ -11,7 +12,6 @@
 THIS_DIR = os.path.dirname(__file__)
 
 
-@markers.snapshot.skip_snapshot_verify
 class TestCloudFormationMappings:
     @markers.aws.validated
     def test_simple_mapping_working(self, aws_client, deploy_cfn_template):
@@ -70,7 +70,7 @@ def test_mapping_with_nonexisting_key(self, aws_client, cleanups, snapshot):
             )
         snapshot.match("mapping_nonexisting_key_exc", e.value.response)
 
-    @skip_if_v2_provider(reason="CFNV2:Validation")
+    @skip_if_v2_provider(reason="CFNV2:Validation replaced with v2 test below")
     @markers.aws.only_localstack
     def test_async_mapping_error_first_level(self, deploy_cfn_template):
         """
@@ -93,7 +93,34 @@ def test_async_mapping_error_first_level(self, deploy_cfn_template):
 
         assert "Cannot find map key 'C' in mapping 'TopicSuffixMap'" in str(exc_info.value)
 
-    @skip_if_v2_provider(reason="CFNV2:Validation")
+    @markers.aws.validated
+    @skip_if_v1_provider(reason="V1 provider is not in parity with AWS")
+    def test_async_mapping_error_first_level_v2(self, aws_client, snapshot):
+        snapshot.add_transformer(snapshot.transform.cloudformation_api())
+        topic_name = f"test-topic-{short_uid()}"
+        template_path = os.path.join(
+            THIS_DIR,
+            "../../../templates/mappings/simple-mapping.yaml",
+        )
+        parameters = [
+            {"ParameterKey": "TopicName", "ParameterValue": topic_name},
+            {"ParameterKey": "TopicNameSuffixSelector", "ParameterValue": "C"},
+        ]
+
+        stack_name = f"stack-{short_uid()}"
+        change_set_name = f"cs-{short_uid()}"
+        with pytest.raises(ClientError) as exc_info:
+            aws_client.cloudformation.create_change_set(
+                ChangeSetName=change_set_name,
+                StackName=stack_name,
+                ChangeSetType="CREATE",
+                Parameters=parameters,
+                TemplateBody=open(template_path).read(),
+            )
+
+        snapshot.match("error", exc_info.value)
+
+    @skip_if_v2_provider(reason="CFNV2:Validation replaced with v2 test below")
     @markers.aws.only_localstack
     def test_async_mapping_error_second_level(self, deploy_cfn_template):
         """
@@ -118,6 +145,38 @@ def test_async_mapping_error_second_level(self, deploy_cfn_template):
             exc_info.value
         )
 
+    @markers.aws.validated
+    @skip_if_v1_provider(reason="V1 provider is not in parity with AWS")
+    def test_async_mapping_error_second_level_v2(self, aws_client, snapshot):
+        """
+        Similar to the `test_async_mapping_error_first_level` test above, but
+        checking the second level of mapping lookup
+        """
+        snapshot.add_transformer(snapshot.transform.cloudformation_api())
+        topic_name = f"test-topic-{short_uid()}"
+        template_path = os.path.join(
+            THIS_DIR,
+            "../../../templates/mappings/simple-mapping.yaml",
+        )
+        parameters = [
+            {"ParameterKey": "TopicName", "ParameterValue": topic_name},
+            {"ParameterKey": "TopicNameSuffixSelector", "ParameterValue": "A"},
+            {"ParameterKey": "TopicAttributeSelector", "ParameterValue": "NotValid"},
+        ]
+
+        stack_name = f"stack-{short_uid()}"
+        change_set_name = f"cs-{short_uid()}"
+        with pytest.raises(ClientError) as exc_info:
+            aws_client.cloudformation.create_change_set(
+                ChangeSetName=change_set_name,
+                StackName=stack_name,
+                ChangeSetType="CREATE",
+                Parameters=parameters,
+                TemplateBody=open(template_path).read(),
+            )
+
+        snapshot.match("error", exc_info.value)
+
     @markers.aws.validated
     @pytest.mark.skip(reason="not implemented")
     def test_mapping_with_invalid_refs(self, aws_client, deploy_cfn_template, cleanups, snapshot):
diff --git a/tests/aws/services/cloudformation/engine/test_mappings.snapshot.json b/tests/aws/services/cloudformation/engine/test_mappings.snapshot.json
index c0287ad3e85fe..b40e5054b585d 100644
--- a/tests/aws/services/cloudformation/engine/test_mappings.snapshot.json
+++ b/tests/aws/services/cloudformation/engine/test_mappings.snapshot.json
@@ -62,5 +62,17 @@
         }
       }
     }
+  },
+  "tests/aws/services/cloudformation/engine/test_mappings.py::TestCloudFormationMappings::test_async_mapping_error_first_level_v2": {
+    "recorded-date": "07-08-2025, 14:34:05",
+    "recorded-content": {
+      "error": "An error occurred (ValidationError) when calling the CreateChangeSet operation: Template error: Unable to get mapping for TopicSuffixMap::C::Suffix"
+    }
+  },
+  "tests/aws/services/cloudformation/engine/test_mappings.py::TestCloudFormationMappings::test_async_mapping_error_second_level_v2": {
+    "recorded-date": "07-08-2025, 15:05:47",
+    "recorded-content": {
+      "error": "An error occurred (ValidationError) when calling the CreateChangeSet operation: Template error: Unable to get mapping for TopicSuffixMap::A::NotValid"
+    }
   }
 }
diff --git a/tests/aws/services/cloudformation/engine/test_mappings.validation.json b/tests/aws/services/cloudformation/engine/test_mappings.validation.json
index d59232a7b10f5..8a5c3011aa1e8 100644
--- a/tests/aws/services/cloudformation/engine/test_mappings.validation.json
+++ b/tests/aws/services/cloudformation/engine/test_mappings.validation.json
@@ -1,4 +1,22 @@
 {
+  "tests/aws/services/cloudformation/engine/test_mappings.py::TestCloudFormationMappings::test_async_mapping_error_first_level_v2": {
+    "last_validated_date": "2025-08-07T14:34:05+00:00",
+    "durations_in_seconds": {
+      "setup": 0.87,
+      "call": 0.28,
+      "teardown": 0.0,
+      "total": 1.15
+    }
+  },
+  "tests/aws/services/cloudformation/engine/test_mappings.py::TestCloudFormationMappings::test_async_mapping_error_second_level_v2": {
+    "last_validated_date": "2025-08-07T15:05:47+00:00",
+    "durations_in_seconds": {
+      "setup": 1.01,
+      "call": 0.36,
+      "teardown": 0.0,
+      "total": 1.37
+    }
+  },
   "tests/aws/services/cloudformation/engine/test_mappings.py::TestCloudFormationMappings::test_aws_refs_in_mappings": {
     "last_validated_date": "2024-10-15T17:22:43+00:00"
   },
diff --git a/tests/aws/services/cloudformation/engine/test_references.py b/tests/aws/services/cloudformation/engine/test_references.py
index 2d6b15e373b13..ced32e1e92a27 100644
--- a/tests/aws/services/cloudformation/engine/test_references.py
+++ b/tests/aws/services/cloudformation/engine/test_references.py
@@ -3,7 +3,6 @@
 
 import pytest
 from botocore.exceptions import ClientError
-from tests.aws.services.cloudformation.conftest import skip_if_v2_provider
 
 from localstack.testing.aws.util import is_aws_cloud
 from localstack.testing.pytest import markers
@@ -75,7 +74,6 @@ def test_non_string_parameter_in_sub(self, deploy_cfn_template, aws_client, snap
         snapshot.match("get-parameter-result", get_param_res)
 
 
-@skip_if_v2_provider(reason="CFNV2:Validation")
 @markers.aws.validated
 def test_useful_error_when_invalid_ref(deploy_cfn_template, snapshot):
     """
diff --git a/tests/aws/services/cloudformation/test_template_engine.py b/tests/aws/services/cloudformation/test_template_engine.py
index fd8b374f13042..28b46290b459b 100644
--- a/tests/aws/services/cloudformation/test_template_engine.py
+++ b/tests/aws/services/cloudformation/test_template_engine.py
@@ -862,7 +862,7 @@ def test_scope_order_and_parameters(
         )
         snapshot.match("processed_template", processed_template)
 
-    @skip_if_v2_provider(reason="CFNV2:Validation")
+    @skip_if_v2_provider(reason="CFNV2:Transform")
     @markers.aws.validated
     @markers.snapshot.skip_snapshot_verify(
         paths=[
@@ -994,7 +994,7 @@ def test_validate_lambda_internals(
             processed_template["TemplateBody"]["Resources"]["Parameter"]["Properties"]["Value"],
         )
 
-    @skip_if_v2_provider(reason="CFNV2:Validation")
+    @skip_if_v2_provider(reason="CFNV2:Transform")
     @markers.aws.validated
     def test_to_validate_template_limit_for_macro(
         self, deploy_cfn_template, create_lambda_function, snapshot, aws_client
@@ -1047,7 +1047,7 @@ def test_to_validate_template_limit_for_macro(
         )
         snapshot.match("error_response", response)
 
-    @skip_if_v2_provider(reason="CFNV2:Validation")
+    @skip_if_v2_provider(reason="CFNV2:Transform")
     @markers.aws.validated
     def test_error_pass_macro_as_reference(self, snapshot, aws_client):
         """
@@ -1120,7 +1120,7 @@ def test_functions_and_references_during_transformation(
             processed_template["TemplateBody"]["Resources"]["Parameter"]["Properties"]["Value"],
         )
 
-    @skip_if_v2_provider(reason="CFNV2:Validation")
+    @skip_if_v2_provider(reason="CFNV2:Transform")
     @pytest.mark.parametrize(
         "macro_function",
         [
@@ -1227,7 +1227,6 @@ def test_pyplate_param_type_list(self, deploy_cfn_template, aws_client, snapshot
 
 
 class TestStackEvents:
-    @skip_if_v2_provider(reason="CFNV2:Validation")
     @markers.aws.validated
     @markers.snapshot.skip_snapshot_verify(
         paths=[

From c1d19e211e582c96742c38234fad29ff7315ece9 Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Fri, 8 Aug 2025 19:44:47 +0100
Subject: [PATCH 081/697] CFNV2: fix delete change set (#12977)

---
 .../services/cloudformation/v2/provider.py      | 17 +++++------------
 .../cloudformation/api/test_changesets.py       |  1 -
 2 files changed, 5 insertions(+), 13 deletions(-)

diff --git a/localstack-core/localstack/services/cloudformation/v2/provider.py b/localstack-core/localstack/services/cloudformation/v2/provider.py
index 91b62af323ae0..a71fe7b5bfd57 100644
--- a/localstack-core/localstack/services/cloudformation/v2/provider.py
+++ b/localstack-core/localstack/services/cloudformation/v2/provider.py
@@ -175,7 +175,7 @@ def find_change_set_v2(
     state: CloudFormationStore, change_set_name: str, stack_name: str | None = None
 ) -> ChangeSet | None:
     if is_changeset_arn(change_set_name):
-        return state.change_sets[change_set_name]
+        return state.change_sets.get(change_set_name)
     else:
         if stack_name is not None:
             stack = find_stack_v2(state, stack_name)
@@ -187,7 +187,9 @@ def find_change_set_v2(
                 if change_set_candidate.change_set_name == change_set_name:
                     return change_set_candidate
         else:
-            raise ValueError("No stack name specified when finding change set")
+            raise ValidationError(
+                "StackName must be specified if ChangeSetName is not specified as an ARN."
+            )
 
 
 def find_stack_set_v2(state: CloudFormationStore, stack_set_name: str) -> StackSet | None:
@@ -627,16 +629,7 @@ def delete_change_set(
         **kwargs,
     ) -> DeleteChangeSetOutput:
         state = get_cloudformation_store(context.account_id, context.region)
-
-        if is_changeset_arn(change_set_name):
-            change_set = state.change_sets.get(change_set_name)
-        elif not is_changeset_arn(change_set_name) and stack_name:
-            change_set = find_change_set_v2(state, change_set_name, stack_name)
-        else:
-            raise ValidationError(
-                "StackName must be specified if ChangeSetName is not specified as an ARN."
-            )
-
+        change_set = find_change_set_v2(state, change_set_name, stack_name)
         if not change_set:
             return DeleteChangeSetOutput()
 
diff --git a/tests/aws/services/cloudformation/api/test_changesets.py b/tests/aws/services/cloudformation/api/test_changesets.py
index 2524d44d64dd7..f1ae38b8a8f04 100644
--- a/tests/aws/services/cloudformation/api/test_changesets.py
+++ b/tests/aws/services/cloudformation/api/test_changesets.py
@@ -848,7 +848,6 @@ def _check_changeset_success():
     snapshot.match("error_execute_failed", e.value)
 
 
-@skip_if_v2_provider(reason="CFNV2:DeleteChangeSet")
 @markers.aws.validated
 def test_deleted_changeset(snapshot, cleanups, aws_client):
     """simple case verifying that proper exception is thrown when trying to get a deleted changeset"""

From cd7b481087e4b10060d0a5e3f5d3647ff74a2e15 Mon Sep 17 00:00:00 2001
From: Sannya Singal <32308435+sannya-singal@users.noreply.github.com>
Date: Mon, 11 Aug 2025 09:28:22 +0530
Subject: [PATCH 082/697] Allow stack traces in HTTP responses only if
 `INCLUDE_STACK_TRACES_IN_HTTP_RESPONSE` is enabled (#12938)

---
 .../localstack/aws/handlers/service.py           |  2 +-
 localstack-core/localstack/config.py             |  3 +++
 .../testing/pytest/in_memory_localstack.py       |  2 ++
 tests/conftest.py                                | 16 ++++++++++++++++
 4 files changed, 22 insertions(+), 1 deletion(-)

diff --git a/localstack-core/localstack/aws/handlers/service.py b/localstack-core/localstack/aws/handlers/service.py
index 6ef22ef487d3b..906265a603d54 100644
--- a/localstack-core/localstack/aws/handlers/service.py
+++ b/localstack-core/localstack/aws/handlers/service.py
@@ -184,7 +184,7 @@ def create_exception_response(self, exception: Exception, context: RequestContex
             if not self.handle_internal_failures:
                 return
 
-            if config.DEBUG:
+            if config.INCLUDE_STACK_TRACES_IN_HTTP_RESPONSE:
                 exception = "".join(
                     traceback.format_exception(
                         type(exception), value=exception, tb=exception.__traceback__
diff --git a/localstack-core/localstack/config.py b/localstack-core/localstack/config.py
index df89de9e0f71b..5d272c9438907 100644
--- a/localstack-core/localstack/config.py
+++ b/localstack-core/localstack/config.py
@@ -823,6 +823,9 @@ def populate_edge_configuration(
 # Flag to enable the validation of the requests made to the LocalStack internal endpoints. Active by default.
 OPENAPI_VALIDATE_REQUEST = is_env_true("OPENAPI_VALIDATE_REQUEST")
 
+# environment variable to determine whether to include stack traces in http responses
+INCLUDE_STACK_TRACES_IN_HTTP_RESPONSE = is_env_true("INCLUDE_STACK_TRACES_IN_HTTP_RESPONSE")
+
 # whether to skip waiting for the infrastructure to shut down, or exit immediately
 FORCE_SHUTDOWN = is_env_not_false("FORCE_SHUTDOWN")
 
diff --git a/localstack-core/localstack/testing/pytest/in_memory_localstack.py b/localstack-core/localstack/testing/pytest/in_memory_localstack.py
index d31a570ac4b30..f9ad069bbc901 100644
--- a/localstack-core/localstack/testing/pytest/in_memory_localstack.py
+++ b/localstack-core/localstack/testing/pytest/in_memory_localstack.py
@@ -71,6 +71,8 @@ def pytest_runtestloop(session: Session):
 
     # configure
     os.environ[ENV_INTERNAL_TEST_RUN] = "1"
+    localstack_config.INCLUDE_STACK_TRACES_IN_HTTP_RESPONSE = True
+
     safe_requests.verify_ssl = False
 
     from localstack.runtime import current
diff --git a/tests/conftest.py b/tests/conftest.py
index 2a23489c537bc..38f80266897fa 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -1,6 +1,9 @@
 import os
 
 import pytest
+from _pytest.monkeypatch import MonkeyPatch
+
+from localstack import config
 
 os.environ["LOCALSTACK_INTERNAL_TEST_RUN"] = "1"
 
@@ -87,3 +90,16 @@ def secondary_aws_client(secondary_aws_client_factory):
     from localstack.testing.aws.util import base_testing_aws_client
 
     return base_testing_aws_client(secondary_aws_client_factory)
+
+
+@pytest.fixture(scope="session", autouse=True)
+def enable_stack_trace_for_tests():
+    """
+    Ensure stack traces are enabled in HTTP responses during test sessions.
+
+    This is useful for debugging purposes.
+    """
+    mpatch = MonkeyPatch()
+    mpatch.setattr(config, "INCLUDE_STACK_TRACES_IN_HTTP_RESPONSE", True)
+    yield mpatch
+    mpatch.undo()

From 6bf9cdbde593df26992ac926b41eb49ab8609217 Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Mon, 11 Aug 2025 14:54:08 +0200
Subject: [PATCH 083/697] [Testing] Update test durations (#12986)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
---
 .test_durations | 9877 ++++++++++++++++++++++++-----------------------
 1 file changed, 4958 insertions(+), 4919 deletions(-)

diff --git a/.test_durations b/.test_durations
index e9cc4e1bfa394..d42c9e4098ada 100644
--- a/.test_durations
+++ b/.test_durations
@@ -1,4921 +1,4960 @@
 {
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-  "tests/aws/scenario/bookstore/test_bookstore.py::TestBookstoreApplication::test_opensearch_crud": 3.3564465079999763,
-  "tests/aws/scenario/bookstore/test_bookstore.py::TestBookstoreApplication::test_search_books": 60.6676429879999,
-  "tests/aws/scenario/bookstore/test_bookstore.py::TestBookstoreApplication::test_setup": 93.25834962599993,
-  "tests/aws/scenario/kinesis_firehose/test_kinesis_firehose.py::TestKinesisFirehoseScenario::test_kinesis_firehose_s3": 0.002681087000041771,
-  "tests/aws/scenario/lambda_destination/test_lambda_destination_scenario.py::TestLambdaDestinationScenario::test_destination_sns": 5.542952494000019,
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-  "tests/aws/scenario/loan_broker/test_loan_broker.py::TestLoanBrokerScenario::test_prefill_dynamodb_table": 29.079981938999936,
-  "tests/aws/scenario/loan_broker/test_loan_broker.py::TestLoanBrokerScenario::test_stepfunctions_input_recipient_list[step_function_input0-SUCCEEDED]": 3.872138036000024,
-  "tests/aws/scenario/loan_broker/test_loan_broker.py::TestLoanBrokerScenario::test_stepfunctions_input_recipient_list[step_function_input1-SUCCEEDED]": 2.861728914000082,
-  "tests/aws/scenario/loan_broker/test_loan_broker.py::TestLoanBrokerScenario::test_stepfunctions_input_recipient_list[step_function_input2-FAILED]": 0.9134097270000439,
-  "tests/aws/scenario/loan_broker/test_loan_broker.py::TestLoanBrokerScenario::test_stepfunctions_input_recipient_list[step_function_input3-FAILED]": 0.6840662559999373,
-  "tests/aws/scenario/loan_broker/test_loan_broker.py::TestLoanBrokerScenario::test_stepfunctions_input_recipient_list[step_function_input4-FAILED]": 0.5085931980000851,
-  "tests/aws/scenario/mythical_mysfits/test_mythical_misfits.py::TestMythicalMisfitsScenario::test_deployed_infra_state": 0.0026735049999615512,
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+  "tests/integration/docker_utils/test_docker.py::TestDockerLabels::test_run_container_with_labels[SdkDockerClient]": 0.1989285150007163,
+  "tests/integration/docker_utils/test_docker.py::TestDockerLogging::test_docker_logging_fluentbit[CmdDockerClient]": 0.001913229999900068,
+  "tests/integration/docker_utils/test_docker.py::TestDockerLogging::test_docker_logging_fluentbit[SdkDockerClient]": 5.36594177500001,
+  "tests/integration/docker_utils/test_docker.py::TestDockerLogging::test_docker_logging_none_disables_logs[CmdDockerClient]": 0.0033317209999950137,
+  "tests/integration/docker_utils/test_docker.py::TestDockerLogging::test_docker_logging_none_disables_logs[SdkDockerClient]": 0.19828876500014303,
+  "tests/integration/docker_utils/test_docker.py::TestDockerNetworking::test_connect_container_to_network[CmdDockerClient]": 0.006693457999972452,
+  "tests/integration/docker_utils/test_docker.py::TestDockerNetworking::test_connect_container_to_network[SdkDockerClient]": 0.4728744529998039,
+  "tests/integration/docker_utils/test_docker.py::TestDockerNetworking::test_connect_container_to_network_with_alias_and_disconnect[CmdDockerClient]": 0.0017990549999922223,
+  "tests/integration/docker_utils/test_docker.py::TestDockerNetworking::test_connect_container_to_network_with_alias_and_disconnect[SdkDockerClient]": 0.8002853109996977,
+  "tests/integration/docker_utils/test_docker.py::TestDockerNetworking::test_connect_container_to_network_with_link_local_address[CmdDockerClient]": 0.0019437870000729163,
+  "tests/integration/docker_utils/test_docker.py::TestDockerNetworking::test_connect_container_to_network_with_link_local_address[SdkDockerClient]": 0.1945845800000825,
+  "tests/integration/docker_utils/test_docker.py::TestDockerNetworking::test_connect_container_to_nonexistent_network[CmdDockerClient]": 0.0017785260001801362,
+  "tests/integration/docker_utils/test_docker.py::TestDockerNetworking::test_connect_container_to_nonexistent_network[SdkDockerClient]": 0.20232471400004215,
+  "tests/integration/docker_utils/test_docker.py::TestDockerNetworking::test_connect_nonexistent_container_to_network[CmdDockerClient]": 0.001933577000272635,
+  "tests/integration/docker_utils/test_docker.py::TestDockerNetworking::test_connect_nonexistent_container_to_network[SdkDockerClient]": 0.1646526160002395,
+  "tests/integration/docker_utils/test_docker.py::TestDockerNetworking::test_disconnect_container_from_nonexistent_network[CmdDockerClient]": 0.0018911370002570038,
+  "tests/integration/docker_utils/test_docker.py::TestDockerNetworking::test_disconnect_container_from_nonexistent_network[SdkDockerClient]": 0.1983018800001446,
+  "tests/integration/docker_utils/test_docker.py::TestDockerNetworking::test_disconnect_nonexistent_container_from_network[CmdDockerClient]": 0.001956851999693754,
+  "tests/integration/docker_utils/test_docker.py::TestDockerNetworking::test_disconnect_nonexistent_container_from_network[SdkDockerClient]": 0.1513948679994428,
+  "tests/integration/docker_utils/test_docker.py::TestDockerNetworking::test_docker_sdk_no_retries": 0.03132584600007249,
+  "tests/integration/docker_utils/test_docker.py::TestDockerNetworking::test_docker_sdk_retries_after_init": 1.228974752000795,
+  "tests/integration/docker_utils/test_docker.py::TestDockerNetworking::test_docker_sdk_retries_on_init": 1.0455165199996372,
+  "tests/integration/docker_utils/test_docker.py::TestDockerNetworking::test_docker_sdk_timeout_seconds": 0.020637098999941372,
+  "tests/integration/docker_utils/test_docker.py::TestDockerNetworking::test_get_container_ip_with_network[CmdDockerClient]": 0.0018055779996757337,
+  "tests/integration/docker_utils/test_docker.py::TestDockerNetworking::test_get_container_ip_with_network[SdkDockerClient]": 0.40808642999991207,
+  "tests/integration/docker_utils/test_docker.py::TestDockerNetworking::test_network_lifecycle[CmdDockerClient]": 0.003235590999793203,
+  "tests/integration/docker_utils/test_docker.py::TestDockerNetworking::test_network_lifecycle[SdkDockerClient]": 0.15269067200006248,
+  "tests/integration/docker_utils/test_docker.py::TestDockerNetworking::test_set_container_workdir[CmdDockerClient]": 0.001806740000120044,
+  "tests/integration/docker_utils/test_docker.py::TestDockerNetworking::test_set_container_workdir[SdkDockerClient]": 0.1937682190000487,
+  "tests/integration/docker_utils/test_docker.py::TestDockerPermissions::test_container_with_cap_add[CmdDockerClient]": 0.00347553199981121,
+  "tests/integration/docker_utils/test_docker.py::TestDockerPermissions::test_container_with_cap_add[SdkDockerClient]": 0.43650659800005087,
+  "tests/integration/docker_utils/test_docker.py::TestDockerPermissions::test_container_with_cap_drop[CmdDockerClient]": 0.0018168599999626167,
+  "tests/integration/docker_utils/test_docker.py::TestDockerPermissions::test_container_with_cap_drop[SdkDockerClient]": 0.36540359400032685,
+  "tests/integration/docker_utils/test_docker.py::TestDockerPermissions::test_container_with_sec_opt[CmdDockerClient]": 0.0018133219996343541,
+  "tests/integration/docker_utils/test_docker.py::TestDockerPermissions::test_container_with_sec_opt[SdkDockerClient]": 0.03044557400062331,
+  "tests/integration/docker_utils/test_docker.py::TestDockerPorts::test_container_port_can_be_bound[CmdDockerClient-None]": 0.001809424999919429,
+  "tests/integration/docker_utils/test_docker.py::TestDockerPorts::test_container_port_can_be_bound[CmdDockerClient-tcp]": 0.0018112679995283543,
+  "tests/integration/docker_utils/test_docker.py::TestDockerPorts::test_container_port_can_be_bound[CmdDockerClient-udp]": 0.0017958100002033461,
+  "tests/integration/docker_utils/test_docker.py::TestDockerPorts::test_container_port_can_be_bound[SdkDockerClient-None]": 1.5091762609995385,
+  "tests/integration/docker_utils/test_docker.py::TestDockerPorts::test_container_port_can_be_bound[SdkDockerClient-tcp]": 1.5143394530005025,
+  "tests/integration/docker_utils/test_docker.py::TestDockerPorts::test_container_port_can_be_bound[SdkDockerClient-udp]": 1.513704842000152,
+  "tests/integration/docker_utils/test_docker.py::TestDockerPorts::test_reserve_container_port[CmdDockerClient-None]": 0.0034692389995143458,
+  "tests/integration/docker_utils/test_docker.py::TestDockerPorts::test_reserve_container_port[CmdDockerClient-tcp]": 0.0018458140002621803,
+  "tests/integration/docker_utils/test_docker.py::TestDockerPorts::test_reserve_container_port[CmdDockerClient-udp]": 0.0019179689998054528,
+  "tests/integration/docker_utils/test_docker.py::TestDockerPorts::test_reserve_container_port[SdkDockerClient-None]": 2.6508907190000173,
+  "tests/integration/docker_utils/test_docker.py::TestDockerPorts::test_reserve_container_port[SdkDockerClient-tcp]": 2.6261323010003252,
+  "tests/integration/docker_utils/test_docker.py::TestDockerPorts::test_reserve_container_port[SdkDockerClient-udp]": 2.8328591720000986,
+  "tests/integration/docker_utils/test_docker.py::TestRunWithAdditionalArgs::test_run_with_additional_arguments[CmdDockerClient]": 0.0037117140000191284,
+  "tests/integration/docker_utils/test_docker.py::TestRunWithAdditionalArgs::test_run_with_additional_arguments[SdkDockerClient]": 0.40369018199953643,
+  "tests/integration/docker_utils/test_docker.py::TestRunWithAdditionalArgs::test_run_with_additional_arguments_add_dns[CmdDockerClient-False]": 0.0018236830001114868,
+  "tests/integration/docker_utils/test_docker.py::TestRunWithAdditionalArgs::test_run_with_additional_arguments_add_dns[CmdDockerClient-True]": 0.0018479180002941575,
+  "tests/integration/docker_utils/test_docker.py::TestRunWithAdditionalArgs::test_run_with_additional_arguments_add_dns[SdkDockerClient-False]": 0.1282553200003349,
+  "tests/integration/docker_utils/test_docker.py::TestRunWithAdditionalArgs::test_run_with_additional_arguments_add_dns[SdkDockerClient-True]": 0.11980502500000512,
+  "tests/integration/docker_utils/test_docker.py::TestRunWithAdditionalArgs::test_run_with_additional_arguments_add_host[CmdDockerClient]": 0.001840493999679893,
+  "tests/integration/docker_utils/test_docker.py::TestRunWithAdditionalArgs::test_run_with_additional_arguments_add_host[SdkDockerClient]": 0.21043147699992915,
+  "tests/integration/docker_utils/test_docker.py::TestRunWithAdditionalArgs::test_run_with_additional_arguments_env_files[CmdDockerClient]": 0.0018838340001821052,
+  "tests/integration/docker_utils/test_docker.py::TestRunWithAdditionalArgs::test_run_with_additional_arguments_env_files[SdkDockerClient]": 0.7707681090000733,
+  "tests/integration/docker_utils/test_docker.py::TestRunWithAdditionalArgs::test_run_with_additional_arguments_random_port[CmdDockerClient]": 0.001984845000151836,
+  "tests/integration/docker_utils/test_docker.py::TestRunWithAdditionalArgs::test_run_with_additional_arguments_random_port[SdkDockerClient]": 0.3941434809994462,
+  "tests/integration/docker_utils/test_docker.py::TestRunWithAdditionalArgs::test_run_with_ulimit[CmdDockerClient]": 0.007429920999584283,
+  "tests/integration/docker_utils/test_docker.py::TestRunWithAdditionalArgs::test_run_with_ulimit[SdkDockerClient]": 0.19173134800030311,
+  "tests/integration/services/test_internal.py::TestHealthResource::test_get": 0.0173249249996843,
+  "tests/integration/services/test_internal.py::TestHealthResource::test_head": 0.013659120999818697,
+  "tests/integration/services/test_internal.py::TestInfoEndpoint::test_get": 0.04657253600043987,
+  "tests/integration/services/test_internal.py::TestInitScriptsResource::test_query_individual_stage_completed[boot-True]": 0.01819560400008413,
+  "tests/integration/services/test_internal.py::TestInitScriptsResource::test_query_individual_stage_completed[ready-True]": 0.018173092000324687,
+  "tests/integration/services/test_internal.py::TestInitScriptsResource::test_query_individual_stage_completed[shutdown-False]": 0.018111278000105813,
+  "tests/integration/services/test_internal.py::TestInitScriptsResource::test_query_individual_stage_completed[start-True]": 0.02438944200048354,
+  "tests/integration/services/test_internal.py::TestInitScriptsResource::test_query_nonexisting_stage": 0.01881593799953407,
+  "tests/integration/services/test_internal.py::TestInitScriptsResource::test_stages_have_completed": 1.5197968669999682,
+  "tests/integration/test_config_endpoint.py::test_config_endpoint": 0.039888358000553126,
+  "tests/integration/test_config_service.py::TestConfigService::test_put_configuration_recorder": 0.1839112790003128,
+  "tests/integration/test_config_service.py::TestConfigService::test_put_delivery_channel": 0.16544859100031317,
+  "tests/integration/test_forwarder.py::test_forwarding_fallback_dispatcher": 0.007018919999609352,
+  "tests/integration/test_forwarder.py::test_forwarding_fallback_dispatcher_avoid_fallback": 0.004759269999794924,
+  "tests/integration/test_security.py::TestCSRF::test_CSRF": 0.09418220700081292,
+  "tests/integration/test_security.py::TestCSRF::test_additional_allowed_origins": 0.016809803000342072,
+  "tests/integration/test_security.py::TestCSRF::test_cors_apigw_not_applied": 0.04621653299955142,
+  "tests/integration/test_security.py::TestCSRF::test_cors_s3_override": 0.08517067000002498,
+  "tests/integration/test_security.py::TestCSRF::test_default_cors_headers": 0.015647554000224773,
+  "tests/integration/test_security.py::TestCSRF::test_disable_cors_checks": 0.0179948670001977,
+  "tests/integration/test_security.py::TestCSRF::test_disable_cors_headers": 0.020138906000283896,
+  "tests/integration/test_security.py::TestCSRF::test_internal_route_cors_headers[/_localstack/health]": 0.011564770999939356,
+  "tests/integration/test_security.py::TestCSRF::test_no_cors_without_origin_header": 0.015320815000450239,
+  "tests/integration/test_stores.py::test_nonstandard_regions": 0.1855214690003777,
+  "tests/integration/utils/test_diagnose.py::test_diagnose_resource": 0.2841156540002885
 }

From e82a82322ad6427a9c843b85084c0497aeefd338 Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Mon, 11 Aug 2025 15:07:17 +0200
Subject: [PATCH 084/697] SES: fix infinite loop with SNS event destination
 (#12972)

---
 .../localstack/services/ses/models.py         |   9 +-
 .../localstack/services/ses/provider.py       | 109 +++++++++++-------
 tests/aws/services/ses/test_ses.py            |  83 ++++++++++++-
 3 files changed, 156 insertions(+), 45 deletions(-)

diff --git a/localstack-core/localstack/services/ses/models.py b/localstack-core/localstack/services/ses/models.py
index 2560f872410da..666d5b2f08d06 100644
--- a/localstack-core/localstack/services/ses/models.py
+++ b/localstack-core/localstack/services/ses/models.py
@@ -1,3 +1,4 @@
+from enum import StrEnum
 from typing import TypedDict
 
 from localstack.aws.api.ses import Address, Destination, Subject, TemplateData, TemplateName
@@ -8,7 +9,7 @@ class SentEmailBody(TypedDict):
     text_part: str
 
 
-class SentEmail(TypedDict):
+class SentEmail(TypedDict, total=False):
     Id: str
     Region: str
     Timestamp: str
@@ -19,3 +20,9 @@ class SentEmail(TypedDict):
     Template: TemplateName
     TemplateData: TemplateData
     Body: SentEmailBody
+
+
+class EmailType(StrEnum):
+    TEMPLATED = "templated"
+    RAW = "raw"
+    EMAIL = "email"
diff --git a/localstack-core/localstack/services/ses/provider.py b/localstack-core/localstack/services/ses/provider.py
index a8717dc89168b..942519cc610d1 100644
--- a/localstack-core/localstack/services/ses/provider.py
+++ b/localstack-core/localstack/services/ses/provider.py
@@ -30,6 +30,7 @@
     EventDestination,
     EventDestinationDoesNotExistException,
     EventDestinationName,
+    EventType,
     GetIdentityVerificationAttributesResponse,
     Identity,
     IdentityList,
@@ -60,7 +61,7 @@
 from localstack.http import Resource, Response
 from localstack.services.moto import call_moto
 from localstack.services.plugins import ServiceLifecycleHook
-from localstack.services.ses.models import SentEmail, SentEmailBody
+from localstack.services.ses.models import EmailType, SentEmail, SentEmailBody
 from localstack.utils.aws import arns
 from localstack.utils.files import mkdir
 from localstack.utils.strings import long_uid, to_str
@@ -214,7 +215,9 @@ def create_configuration_set_event_destination(
             emitter = SNSEmitter(context)
             emitter.emit_create_configuration_set_event_destination_test_message(sns_topic_arn)
 
-        # only register the event destiation if emitting the message worked
+        # FIXME: Moto stores the Event Destinations as a single value when it should be a list
+        #  it only considers the last Event Destination created, when AWS is able to store multiple configurations
+        # only register the event destination if emitting the message worked
         try:
             result = call_moto(context)
         except CommonServiceException as e:
@@ -273,6 +276,9 @@ def delete_configuration_set_event_destination(
             # FIXME: inconsistent state
             LOGGER.warning("inconsistent state encountered in ses backend")
 
+        # FIXME: Moto stores the Event Destinations as a single value when it should be a list
+        #  it only considers the last Event Destination created, when AWS is able to store multiple configurations
+        #  don't pop the whole value which should be a list but is currently a dict
         backend.config_set_event_destination.pop(configuration_set_name)
 
         return DeleteConfigurationSetEventDestinationResponse()
@@ -362,25 +368,21 @@ def send_email(
         response = call_moto(context)
 
         backend = get_ses_backend(context)
-        emitter = SNSEmitter(context)
-        recipients = recipients_from_destination(destination)
 
-        for event_destination in backend.config_set_event_destination.values():
-            if not event_destination["Enabled"]:
-                continue
-
-            sns_destination_arn = event_destination.get("SNSDestination")
-            if not sns_destination_arn:
-                continue
-
-            payload = SNSPayload(
+        if event_destinations := backend.config_set_event_destination.get(configuration_set_name):
+            recipients = recipients_from_destination(destination)
+            payload = EventDestinationPayload(
                 message_id=response["MessageId"],
                 sender_email=source,
                 destination_addresses=recipients,
                 tags=tags,
             )
-            emitter.emit_send_event(payload, sns_destination_arn)
-            emitter.emit_delivery_event(payload, sns_destination_arn)
+            notify_event_destinations(
+                context=context,
+                event_destinations=event_destinations,
+                payload=payload,
+                email_type=EmailType.EMAIL,
+            )
 
         text_part = message["Body"].get("Text", {}).get("Data")
         html_part = message["Body"].get("Html", {}).get("Data")
@@ -418,25 +420,21 @@ def send_templated_email(
         response = call_moto(context)
 
         backend = get_ses_backend(context)
-        emitter = SNSEmitter(context)
-        recipients = recipients_from_destination(destination)
-
-        for event_destination in backend.config_set_event_destination.values():
-            if not event_destination["Enabled"]:
-                continue
 
-            sns_destination_arn = event_destination.get("SNSDestination")
-            if not sns_destination_arn:
-                continue
-
-            payload = SNSPayload(
+        if event_destinations := backend.config_set_event_destination.get(configuration_set_name):
+            recipients = recipients_from_destination(destination)
+            payload = EventDestinationPayload(
                 message_id=response["MessageId"],
                 sender_email=source,
                 destination_addresses=recipients,
                 tags=tags,
             )
-            emitter.emit_send_event(payload, sns_destination_arn, emit_source_arn=False)
-            emitter.emit_delivery_event(payload, sns_destination_arn)
+            notify_event_destinations(
+                context=context,
+                event_destinations=event_destinations,
+                payload=payload,
+                email_type=EmailType.TEMPLATED,
+            )
 
         save_for_retrospection(
             SentEmail(
@@ -481,23 +479,19 @@ def send_raw_email(
         backend = get_ses_backend(context)
         message = backend.send_raw_email(source, destinations, raw_data)
 
-        emitter = SNSEmitter(context)
-        for event_destination in backend.config_set_event_destination.values():
-            if not event_destination["Enabled"]:
-                continue
-
-            sns_destination_arn = event_destination.get("SNSDestination")
-            if not sns_destination_arn:
-                continue
-
-            payload = SNSPayload(
+        if event_destinations := backend.config_set_event_destination.get(configuration_set_name):
+            payload = EventDestinationPayload(
                 message_id=message.id,
                 sender_email=source,
                 destination_addresses=destinations,
                 tags=tags,
             )
-            emitter.emit_send_event(payload, sns_destination_arn)
-            emitter.emit_delivery_event(payload, sns_destination_arn)
+            notify_event_destinations(
+                context=context,
+                event_destinations=event_destinations,
+                payload=payload,
+                email_type=EmailType.RAW,
+            )
 
         save_for_retrospection(
             SentEmail(
@@ -566,7 +560,7 @@ def set_identity_headers_in_notifications_enabled(
 
 
 @dataclasses.dataclass(frozen=True)
-class SNSPayload:
+class EventDestinationPayload:
     message_id: str
     sender_email: Address
     destination_addresses: AddressList
@@ -598,7 +592,7 @@ def emit_create_configuration_set_event_destination_test_message(
         )
 
     def emit_send_event(
-        self, payload: SNSPayload, sns_topic_arn: str, emit_source_arn: bool = True
+        self, payload: EventDestinationPayload, sns_topic_arn: str, emit_source_arn: bool = True
     ):
         now = datetime.now(tz=UTC)
 
@@ -634,7 +628,7 @@ def emit_send_event(
         except ClientError:
             LOGGER.exception("sending SNS message")
 
-    def emit_delivery_event(self, payload: SNSPayload, sns_topic_arn: str):
+    def emit_delivery_event(self, payload: EventDestinationPayload, sns_topic_arn: str):
         now = datetime.now(tz=UTC)
 
         tags = defaultdict(list)
@@ -680,6 +674,35 @@ def _client_for_topic(topic_arn: str) -> "SNSClient":
         ).sns
 
 
+def notify_event_destinations(
+    context: RequestContext,
+    # FIXME: Moto stores the Event Destinations as a single value when it should be a list
+    event_destinations: dict,
+    payload: EventDestinationPayload,
+    email_type: EmailType,
+):
+    emitter = SNSEmitter(context)
+
+    if not isinstance(event_destinations, list):
+        event_destinations = [event_destinations]
+
+    for event_destination in event_destinations:
+        if not event_destination["Enabled"]:
+            continue
+
+        sns_destination_arn = event_destination.get("SNSDestination")
+        if not sns_destination_arn:
+            continue
+
+        matching_event_types = event_destination.get("EventMatchingTypes") or []
+        if EventType.send in matching_event_types:
+            emitter.emit_send_event(
+                payload, sns_destination_arn, emit_source_arn=email_type != EmailType.TEMPLATED
+            )
+        if EventType.delivery in matching_event_types:
+            emitter.emit_delivery_event(payload, sns_destination_arn)
+
+
 class InvalidParameterValue(CommonServiceException):
     def __init__(self, message=None):
         super().__init__(
diff --git a/tests/aws/services/ses/test_ses.py b/tests/aws/services/ses/test_ses.py
index ebe5531d749b8..6220480f77715 100644
--- a/tests/aws/services/ses/test_ses.py
+++ b/tests/aws/services/ses/test_ses.py
@@ -12,7 +12,7 @@
 from localstack.testing.aws.util import is_aws_cloud
 from localstack.testing.pytest import markers
 from localstack.utils.strings import short_uid
-from localstack.utils.sync import retry
+from localstack.utils.sync import poll_condition, retry
 
 SAMPLE_TEMPLATE = {
     "TemplateName": "hello-world",
@@ -918,6 +918,87 @@ def test_special_tags_send_email(self, tag_name, tag_value, aws_client):
 
         assert exc.match("MessageRejected")
 
+    # we cannot really introspect received emails in AWS
+    @markers.aws.only_localstack
+    def test_ses_sns_topic_integration_send_email_ses_destination(
+        self,
+        sns_topic,
+        sns_subscription,
+        ses_configuration_set,
+        ses_configuration_set_sns_event_destination,
+        setup_email_addresses,
+        aws_client,
+    ):
+        """
+        Validates that configure Event Destinations and sending an email does not trigger an infinite loop of sending
+        SNS notifications that sends an email that would trigger SNS.
+        """
+
+        sender_email_address, recipient_email_address = setup_email_addresses()
+        config_set_name = f"config-set-{short_uid()}"
+
+        emails_url = config.internal_service_url() + EMAILS_ENDPOINT
+        response = requests.delete(emails_url)
+        assert response.status_code == 204
+
+        # create subscription to get notified about SES events
+        topic_arn = sns_topic["Attributes"]["TopicArn"]
+        sns_subscription(
+            TopicArn=topic_arn,
+            Protocol="email",
+            Endpoint=sender_email_address,
+        )
+
+        # create the config set
+        ses_configuration_set(config_set_name)
+        event_destination_name = f"config-set-event-destination-{short_uid()}"
+        ses_configuration_set_sns_event_destination(
+            config_set_name, event_destination_name, topic_arn
+        )
+
+        # send an email to trigger the SNS message and SES message
+        destination = {
+            "ToAddresses": [recipient_email_address],
+        }
+        send_email = aws_client.ses.send_email(
+            Destination=destination,
+            Message=SAMPLE_SIMPLE_EMAIL,
+            ConfigurationSetName=config_set_name,
+            Source=sender_email_address,
+            Tags=[
+                {
+                    "Name": "custom-tag",
+                    "Value": "tag-value",
+                }
+            ],
+        )
+
+        def _get_emails():
+            _resp = requests.get(emails_url)
+            return _resp.json()["messages"]
+
+        poll_condition(lambda: len(_get_emails()) >= 4, timeout=3)
+        requests.delete(emails_url, params={"id": send_email["MessageId"]})
+
+        emails = _get_emails()
+        # we assert that we only received 3 emails
+        assert len(emails) == 3
+
+        emails = sorted(emails, key=lambda x: x["Body"]["text_part"])
+        # the first email is the validation of SNS confirming the SES subscription
+        ses_delivery_notification = emails[1]
+        ses_send_notification = emails[2]
+
+        assert ses_delivery_notification["Subject"] == "SNS-Subscriber-Endpoint"
+        delivery_payload = json.loads(ses_delivery_notification["Body"]["text_part"])
+        assert delivery_payload["eventType"] == "Delivery"
+        assert delivery_payload["mail"]["source"] == sender_email_address
+
+        assert ses_send_notification["Subject"] == "SNS-Subscriber-Endpoint"
+        send_payload = json.loads(ses_send_notification["Body"]["text_part"])
+        assert send_payload["eventType"] == "Send"
+        assert send_payload["mail"]["source"] == sender_email_address
+
 
 @pytest.mark.usefixtures("openapi_validate")
 class TestSESRetrospection:

From 853032a68906728f9cf1b93d67785b7a5b35ee3d Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Cristopher=20Pinz=C3=B3n?=
 <18080804+pinzon@users.noreply.github.com>
Date: Mon, 11 Aug 2025 13:22:46 -0500
Subject: [PATCH 085/697] add support for nested Fn in FnSelect for CFn
 (#12955)

---
 .../cloudformation/engine/template_utils.py   | 46 ++++++++++++++-----
 .../cloudformation/test_template_engine.py    | 10 ++++
 .../test_template_engine.snapshot.json        |  8 ++++
 .../test_template_engine.validation.json      |  9 ++++
 .../templates/engine/fn_select_fn_mapp.yml    | 30 ++++++++++++
 5 files changed, 91 insertions(+), 12 deletions(-)
 create mode 100644 tests/aws/templates/engine/fn_select_fn_mapp.yml

diff --git a/localstack-core/localstack/services/cloudformation/engine/template_utils.py b/localstack-core/localstack/services/cloudformation/engine/template_utils.py
index 062e4a3f1f840..c156e22e9cfcb 100644
--- a/localstack-core/localstack/services/cloudformation/engine/template_utils.py
+++ b/localstack-core/localstack/services/cloudformation/engine/template_utils.py
@@ -322,18 +322,40 @@ def resolve_condition(
                 case "Fn::Select":
                     index = v[0]
                     options = v[1]
-                    for i, option in enumerate(options):
-                        if isinstance(option, dict):
-                            options[i] = resolve_condition(
-                                account_id,
-                                region_name,
-                                option,
-                                conditions,
-                                parameters,
-                                mappings,
-                                stack_name,
-                            )
-                    return options[index]
+
+                    if isinstance(options, dict):
+                        options = resolve_condition(
+                            account_id,
+                            region_name,
+                            options,
+                            conditions,
+                            parameters,
+                            mappings,
+                            stack_name,
+                        )
+
+                    if isinstance(options, list):
+                        for i, option in enumerate(options):
+                            if isinstance(option, dict):
+                                options[i] = resolve_condition(
+                                    account_id,
+                                    region_name,
+                                    option,
+                                    conditions,
+                                    parameters,
+                                    mappings,
+                                    stack_name,
+                                )
+
+                        return options[index]
+
+                    if index != 0:
+                        raise Exception(
+                            f"Template error: Fn::Select  cannot select nonexistent value at index {index}"
+                        )
+
+                    return options
+
                 case "Fn::Sub":
                     # we can assume anything in there is a ref
                     if isinstance(v, str):
diff --git a/tests/aws/services/cloudformation/test_template_engine.py b/tests/aws/services/cloudformation/test_template_engine.py
index 28b46290b459b..ce1769bd5c8e0 100644
--- a/tests/aws/services/cloudformation/test_template_engine.py
+++ b/tests/aws/services/cloudformation/test_template_engine.py
@@ -276,6 +276,16 @@ def test_join_no_value_construct(self, deploy_cfn_template, snapshot, aws_client
 
         snapshot.match("join-output", stack.outputs)
 
+    @markers.aws.validated
+    def test_fn_select_has_intrinsic_function(self, deploy_cfn_template, snapshot, aws_client):
+        stack = deploy_cfn_template(
+            template_path=os.path.join(
+                os.path.dirname(__file__), "../../templates/engine/fn_select_fn_mapp.yml"
+            )
+        )
+
+        snapshot.match("fn-select-fn-map-output", stack.outputs)
+
 
 class TestImports:
     @markers.aws.validated
diff --git a/tests/aws/services/cloudformation/test_template_engine.snapshot.json b/tests/aws/services/cloudformation/test_template_engine.snapshot.json
index d180566becacb..802ae17c4b8c5 100644
--- a/tests/aws/services/cloudformation/test_template_engine.snapshot.json
+++ b/tests/aws/services/cloudformation/test_template_engine.snapshot.json
@@ -678,6 +678,14 @@
       }
     }
   },
+  "tests/aws/services/cloudformation/test_template_engine.py::TestIntrinsicFunctions::test_fn_select_has_intrinsic_function": {
+    "recorded-date": "05-08-2025, 18:44:01",
+    "recorded-content": {
+      "fn-select-fn-map-output": {
+        "ParameterValue": "true"
+      }
+    }
+  },
   "tests/aws/services/cloudformation/test_template_engine.py::TestSsmParameters::test_resolve_ssm_missing_parameter": {
     "recorded-date": "06-08-2025, 09:34:07",
     "recorded-content": {
diff --git a/tests/aws/services/cloudformation/test_template_engine.validation.json b/tests/aws/services/cloudformation/test_template_engine.validation.json
index 9978f2583678e..c95a177e56bbb 100644
--- a/tests/aws/services/cloudformation/test_template_engine.validation.json
+++ b/tests/aws/services/cloudformation/test_template_engine.validation.json
@@ -8,6 +8,15 @@
   "tests/aws/services/cloudformation/test_template_engine.py::TestIntrinsicFunctions::test_cfn_template_with_short_form_fn_sub": {
     "last_validated_date": "2024-06-20T20:41:15+00:00"
   },
+  "tests/aws/services/cloudformation/test_template_engine.py::TestIntrinsicFunctions::test_fn_select_has_intrinsic_function": {
+    "last_validated_date": "2025-08-05T18:44:05+00:00",
+    "durations_in_seconds": {
+      "setup": 0.23,
+      "call": 10.41,
+      "teardown": 4.4,
+      "total": 15.04
+    }
+  },
   "tests/aws/services/cloudformation/test_template_engine.py::TestIntrinsicFunctions::test_get_azs_function": {
     "last_validated_date": "2024-04-03T07:12:29+00:00"
   },
diff --git a/tests/aws/templates/engine/fn_select_fn_mapp.yml b/tests/aws/templates/engine/fn_select_fn_mapp.yml
new file mode 100644
index 0000000000000..d7bdb845f5c14
--- /dev/null
+++ b/tests/aws/templates/engine/fn_select_fn_mapp.yml
@@ -0,0 +1,30 @@
+Mappings:
+  RegionMap:
+    us-east-1:
+      AZs:
+        - "empty"
+
+Resources:
+  Parameter:
+    Type: AWS::SSM::Parameter
+    Properties:
+      Type: String
+      Value:
+        Fn::If: [UseFnGetAZs, "true", "false"]
+      Name: commands
+
+
+Conditions:
+  UseFnGetAZs:
+    Fn::Equals:
+    - "empty"
+    - Fn::Select:
+      - 0
+      - Fn::FindInMap:
+        - "RegionMap"
+        - "us-east-1"
+        - "AZs"
+
+Outputs:
+  ParameterValue:
+    Value: !GetAtt Parameter.Value
\ No newline at end of file

From d6ee93eb31ec7b30701cb580433745d5a6085345 Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Mon, 11 Aug 2025 19:51:35 +0100
Subject: [PATCH 086/697] CFNV2: improve parity with describe operations
 (#12980)

---
 .../engine/v2/change_set_model.py             |  79 ++++++--
 .../engine/v2/change_set_model_executor.py    |  25 +--
 .../services/cloudformation/v2/entities.py    |  70 +------
 .../services/cloudformation/v2/provider.py    | 186 ++++++++++--------
 .../services/cloudformation/v2/types.py       |  32 +++
 .../cloudformation/api/test_changesets.py     |  10 +-
 .../cloudformation/api/test_stacks.py         |  64 +++++-
 .../api/test_stacks.snapshot.json             |  68 ++++++-
 .../api/test_stacks.validation.json           |  17 +-
 .../cloudformation/api/test_update_stack.py   |  13 +-
 .../api/test_update_stack.snapshot.json       |  59 +++++-
 .../api/test_update_stack.validation.json     |   8 +-
 .../cloudformation/resources/test_cdk.py      |   6 +-
 .../cloudformation/resources/test_ssm.py      |   2 -
 .../test_change_set_conditions.py             |   1 -
 .../test_change_set_depends_on.py             |   1 -
 .../test_change_set_exports_imports.py        |   3 -
 .../test_change_set_fn_base64.py              |   1 -
 .../test_change_set_fn_get_attr.py            |   1 -
 .../cloudformation/test_change_set_fn_join.py |   1 -
 .../test_change_set_fn_select.py              |   1 -
 .../test_change_set_fn_split.py               |   1 -
 .../cloudformation/test_change_set_fn_sub.py  |   1 -
 .../test_change_set_fn_transform.py           |   1 -
 .../test_change_set_global_macros.py          |   1 -
 .../test_change_set_mappings.py               |   1 -
 .../test_change_set_parameters.py             |   1 -
 .../cloudformation/test_change_set_ref.py     |   1 -
 .../cloudformation/test_change_set_values.py  |   1 -
 .../cloudformation/test_change_sets.py        |   3 -
 .../cloudformation/test_template_engine.py    |   4 +-
 .../v2/test_dynamic_resolving.py              |   1 -
 32 files changed, 446 insertions(+), 218 deletions(-)
 create mode 100644 localstack-core/localstack/services/cloudformation/v2/types.py

diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py
index baf0e366ce7f1..3a3cdd4e6c9ef 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py
@@ -4,17 +4,18 @@
 import enum
 from collections.abc import Generator
 from itertools import zip_longest
-from typing import TYPE_CHECKING, Any, Final, TypedDict, cast
+from typing import Any, Final, TypedDict, cast
 
 from typing_extensions import TypeVar
 
 from localstack.aws.api.cloudformation import ChangeAction
 from localstack.services.cloudformation.resource_provider import ResourceProviderExecutor
+from localstack.services.cloudformation.v2.types import (
+    EngineParameter,
+    engine_parameter_value,
+)
 from localstack.utils.strings import camel_to_snake_case
 
-if TYPE_CHECKING:
-    from localstack.services.cloudformation.v2.entities import EngineParameter
-
 T = TypeVar("T")
 
 
@@ -356,6 +357,8 @@ class NodeResource(ChangeSetNode):
     condition_reference: Final[Maybe[TerminalValue]]
     depends_on: Final[Maybe[NodeDependsOn]]
     requires_replacement: Final[bool]
+    deletion_policy: Final[Maybe[ChangeSetTerminal]]
+    update_replace_policy: Final[Maybe[ChangeSetTerminal]]
 
     def __init__(
         self,
@@ -367,6 +370,8 @@ def __init__(
         condition_reference: Maybe[TerminalValue],
         depends_on: Maybe[NodeDependsOn],
         requires_replacement: bool,
+        deletion_policy: Maybe[ChangeSetTerminal],
+        update_replace_policy: Maybe[ChangeSetTerminal],
     ):
         super().__init__(scope=scope, change_type=change_type)
         self.name = name
@@ -375,6 +380,8 @@ def __init__(
         self.condition_reference = condition_reference
         self.depends_on = depends_on
         self.requires_replacement = requires_replacement
+        self.deletion_policy = deletion_policy
+        self.update_replace_policy = update_replace_policy
 
 
 class NodeProperties(ChangeSetNode):
@@ -481,6 +488,8 @@ def __init__(self, scope: Scope, value: Any):
 ExportKey: Final[str] = "Export"
 OutputsKey: Final[str] = "Outputs"
 DependsOnKey: Final[str] = "DependsOn"
+DeletionPolicyKey: Final[str] = "DeletionPolicy"
+UpdateReplacePolicyKey: Final[str] = "UpdateReplacePolicy"
 # TODO: expand intrinsic functions set.
 RefKey: Final[str] = "Ref"
 RefConditionKey: Final[str] = "Condition"
@@ -902,6 +911,30 @@ def _visit_type(self, scope: Scope, before_type: Any, after_type: Any) -> Termin
             raise RuntimeError()
         return value
 
+    def _visit_deletion_policy(
+        self, scope: Scope, before_deletion_policy: Any, after_deletion_policy: Any
+    ) -> TerminalValue:
+        value = self._visit_value(
+            scope=scope, before_value=before_deletion_policy, after_value=after_deletion_policy
+        )
+        if not isinstance(value, TerminalValue):
+            # TODO: decide where template schema validation should occur.
+            raise RuntimeError()
+        return value
+
+    def _visit_update_replace_policy(
+        self, scope: Scope, before_update_replace_policy: Any, after_deletion_policy: Any
+    ) -> TerminalValue:
+        value = self._visit_value(
+            scope=scope,
+            before_value=before_update_replace_policy,
+            after_value=after_deletion_policy,
+        )
+        if not isinstance(value, TerminalValue):
+            # TODO: decide where template schema validation should occur.
+            raise RuntimeError()
+        return value
+
     def _visit_resource(
         self,
         scope: Scope,
@@ -947,8 +980,30 @@ def _visit_resource(
             after_properties=after_properties,
         )
 
+        deletion_policy = Nothing
+        scope_deletion_policy, (before_deletion_policy, after_deletion_policy) = (
+            self._safe_access_in(scope, DeletionPolicyKey, before_resource, after_resource)
+        )
+        if before_deletion_policy or after_deletion_policy:
+            deletion_policy = self._visit_deletion_policy(
+                scope_deletion_policy, before_deletion_policy, after_deletion_policy
+            )
+
+        update_replace_policy = Nothing
+        scope_update_replace_policy, (before_update_replace_policy, after_update_replace_policy) = (
+            self._safe_access_in(scope, UpdateReplacePolicyKey, before_resource, after_resource)
+        )
+        if before_update_replace_policy or after_update_replace_policy:
+            update_replace_policy = self._visit_update_replace_policy(
+                scope_update_replace_policy,
+                before_update_replace_policy,
+                after_update_replace_policy,
+            )
+
         change_type = change_type_of(
-            before_resource, after_resource, [properties, condition_reference, depends_on]
+            before_resource,
+            after_resource,
+            [properties, condition_reference, depends_on, deletion_policy, update_replace_policy],
         )
         requires_replacement = self._resolve_requires_replacement(
             node_properties=properties, resource_type=terminal_value_type
@@ -962,6 +1017,8 @@ def _visit_resource(
             condition_reference=condition_reference,
             depends_on=depends_on,
             requires_replacement=requires_replacement,
+            deletion_policy=deletion_policy,
+            update_replace_policy=update_replace_policy,
         )
         self._visited_scopes[scope] = node_resource
         return node_resource
@@ -1019,18 +1076,14 @@ def _visit_dynamic_parameter(self, parameter_name: str) -> ChangeSetEntity:
 
         before_parameter = Nothing
         if not is_nothing(before_parameter_dct):
-            before_parameter = (
-                before_parameter_dct.get("resolved_value")
-                or before_parameter_dct["given_value"]
-                or before_parameter_dct.get("default_value")
+            before_parameter = before_parameter_dct.get("resolved_value") or engine_parameter_value(
+                before_parameter_dct
             )
 
         after_parameter = Nothing
         if not is_nothing(after_parameter_dct):
-            after_parameter = (
-                after_parameter_dct.get("resolved_value")
-                or after_parameter_dct["given_value"]
-                or after_parameter_dct.get("default_value")
+            after_parameter = after_parameter_dct.get("resolved_value") or engine_parameter_value(
+                after_parameter_dct
             )
 
         parameter = self._visit_value(
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py
index e26f5a988abec..7fbe1682df3c1 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py
@@ -8,6 +8,7 @@
 from localstack import config
 from localstack.aws.api.cloudformation import (
     ChangeAction,
+    Output,
     ResourceStatus,
     StackStatus,
 )
@@ -50,8 +51,7 @@
 @dataclass
 class ChangeSetModelExecutorResult:
     resources: dict[str, ResolvedResource]
-    outputs: dict
-    exports: dict
+    outputs: list[Output]
 
 
 class DeferredAction(Protocol):
@@ -61,15 +61,13 @@ def __call__(self) -> None: ...
 class ChangeSetModelExecutor(ChangeSetModelPreproc):
     # TODO: add typing for resolved resources and parameters.
     resources: Final[dict[str, ResolvedResource]]
-    outputs: Final[dict]
-    exports: Final[dict]
+    outputs: Final[list[Output]]
     _deferred_actions: list[DeferredAction]
 
     def __init__(self, change_set: ChangeSet):
         super().__init__(change_set=change_set)
         self.resources = dict()
-        self.outputs = dict()
-        self.exports = dict()
+        self.outputs = []
         self._deferred_actions = list()
         self.resource_provider_executor = ResourceProviderExecutor(
             stack_name=change_set.stack.stack_name,
@@ -92,7 +90,6 @@ def execute(self) -> ChangeSetModelExecutorResult:
         return ChangeSetModelExecutorResult(
             resources=self.resources,
             outputs=self.outputs,
-            exports=self.exports,
         )
 
     def _defer_action(self, action: DeferredAction):
@@ -228,11 +225,15 @@ def visit_node_output(
         if is_nothing(after) or (isinstance(after, PreprocOutput) and after.condition is False):
             return delta
 
-        # TODO validate export name duplication in same template and all exports
-        if delta.after.export:
-            self.exports[delta.after.export.get("Name")] = delta.after.value
-
-        self.outputs[delta.after.name] = delta.after.value
+        output = Output(
+            OutputKey=delta.after.name,
+            OutputValue=delta.after.value,
+            # TODO
+            # Description=delta.after.description
+        )
+        if after.export:
+            output["ExportName"] = after.export["Name"]
+        self.outputs.append(output)
         return delta
 
     def _execute_resource_change(
diff --git a/localstack-core/localstack/services/cloudformation/v2/entities.py b/localstack-core/localstack/services/cloudformation/v2/entities.py
index 88517eb1276c8..3c93a2bb10a72 100644
--- a/localstack-core/localstack/services/cloudformation/v2/entities.py
+++ b/localstack-core/localstack/services/cloudformation/v2/entities.py
@@ -9,10 +9,7 @@
     CreateStackInput,
     CreateStackSetInput,
     ExecutionStatus,
-    Output,
     ResourceStatus,
-    StackDriftInformation,
-    StackDriftStatus,
     StackEvent,
     StackInstanceComprehensiveStatus,
     StackInstanceDetailedStatus,
@@ -25,9 +22,6 @@
 from localstack.aws.api.cloudformation import (
     Parameter as ApiParameter,
 )
-from localstack.aws.api.cloudformation import (
-    Stack as ApiStack,
-)
 from localstack.services.cloudformation.engine.entities import (
     StackIdentifier,
 )
@@ -35,33 +29,14 @@
     ChangeType,
     UpdateModel,
 )
+from localstack.services.cloudformation.v2.types import ResolvedResource
 from localstack.utils.aws import arns
 from localstack.utils.strings import long_uid, short_uid
 
 
-# TODO: turn into class/dataclass
-class EngineParameter(TypedDict):
-    """
-    Parameters supplied by the user. The resolved value field is populated by the engine
-    """
-
-    type_: str
-    given_value: NotRequired[str | None]
-    resolved_value: NotRequired[str | None]
-    default_value: NotRequired[str | None]
-
-
-class ResolvedResource(TypedDict):
-    LogicalResourceId: str
-    Type: str
-    Properties: dict
-    ResourceStatus: ResourceStatus
-    PhysicalResourceId: str | None
-    LastUpdatedTimestamp: datetime | None
-
-
 class Stack:
     stack_name: str
+    description: str | None
     parameters: list[ApiParameter]
     change_set_id: str | None
     status: StackStatus
@@ -123,6 +98,7 @@ def __init__(
         self.resource_states = {}
         self.events = []
         self.resolved_exports = {}
+        self.description = None
 
     def set_stack_status(self, status: StackStatus, reason: StackStatusReason | None = None):
         self.status = status
@@ -197,44 +173,6 @@ def _store_event(
 
         self.events.insert(0, event)
 
-    def describe_details(self) -> ApiStack:
-        result = {
-            "CreationTime": self.creation_time,
-            "DeletionTime": self.deletion_time,
-            "StackId": self.stack_id,
-            "StackName": self.stack_name,
-            "StackStatus": self.status,
-            "StackStatusReason": self.status_reason,
-            # fake values
-            "DisableRollback": False,
-            "DriftInformation": StackDriftInformation(
-                StackDriftStatus=StackDriftStatus.NOT_CHECKED
-            ),
-            "EnableTerminationProtection": self.enable_termination_protection,
-            "LastUpdatedTime": self.creation_time,
-            "RollbackConfiguration": {},
-            "Tags": [],
-            "NotificationARNs": [],
-            "Capabilities": self.capabilities,
-        }
-        # TODO: confirm the logic for this
-        if change_set_id := self.change_set_id:
-            result["ChangeSetId"] = change_set_id
-
-        if self.resolved_outputs:
-            describe_outputs = []
-            for key, value in self.resolved_outputs.items():
-                describe_outputs.append(
-                    Output(
-                        # TODO(parity): Description, ExportName
-                        # TODO(parity): what happens on describe stack when the stack has not been deployed yet?
-                        OutputKey=key,
-                        OutputValue=value,
-                    )
-                )
-            result["Outputs"] = describe_outputs
-        return result
-
     def is_active(self) -> bool:
         return self.status != StackStatus.DELETE_COMPLETE
 
@@ -255,6 +193,7 @@ class ChangeSet:
     creation_time: datetime
     processed_template: dict | None
     resolved_parameters: list[ApiParameter]
+    description: str | None
 
     def __init__(
         self,
@@ -275,6 +214,7 @@ def __init__(
 
         self.change_set_name = request_payload["ChangeSetName"]
         self.change_set_type = request_payload.get("ChangeSetType", ChangeSetType.UPDATE)
+        self.description = request_payload.get("Description")
         self.change_set_id = arns.cloudformation_change_set_arn(
             self.change_set_name,
             change_set_id=short_uid(),
diff --git a/localstack-core/localstack/services/cloudformation/v2/provider.py b/localstack-core/localstack/services/cloudformation/v2/provider.py
index a71fe7b5bfd57..96802c7a395d4 100644
--- a/localstack-core/localstack/services/cloudformation/v2/provider.py
+++ b/localstack-core/localstack/services/cloudformation/v2/provider.py
@@ -3,7 +3,6 @@
 import logging
 from collections import defaultdict
 from datetime import UTC, datetime
-from typing import Any
 
 from localstack import config
 from localstack.aws.api import RequestContext, handler
@@ -50,7 +49,6 @@
     ListStacksOutput,
     LogicalResourceId,
     NextToken,
-    Output,
     Parameter,
     PhysicalResourceId,
     RetainExceptOnCreate,
@@ -112,11 +110,11 @@
 )
 from localstack.services.cloudformation.v2.entities import (
     ChangeSet,
-    EngineParameter,
     Stack,
     StackInstance,
     StackSet,
 )
+from localstack.services.cloudformation.v2.types import EngineParameter
 from localstack.utils.collections import select_attributes
 from localstack.utils.strings import short_uid
 from localstack.utils.threads import start_worker_thread
@@ -427,17 +425,7 @@ def create_change_set(
         #  is needed for the update graph building, or only looked up in downstream tasks (metadata).
         request_parameters = request.get("Parameters", list())
         # TODO: handle parameter defaults and resolution
-        after_parameters = {}
-        for parameter in request_parameters:
-            key = parameter["ParameterKey"]
-            if parameter.get("UsePreviousValue", False):
-                # todo: what if the parameter does not exist in the before parameters
-                after_parameters[key] = before_parameters[key]
-                continue
-
-            if "ParameterValue" in parameter:
-                after_parameters[key] = parameter["ParameterValue"]
-                continue
+        after_parameters = self._extract_after_parameters(request_parameters, before_parameters)
 
         # TODO: update this logic to always pass the clean template object if one exists. The
         #  current issue with relaying on stack.template_original is that this appears to have
@@ -480,7 +468,6 @@ def create_change_set(
 
             change_set.set_change_set_status(ChangeSetStatus.CREATE_COMPLETE)
 
-        stack.change_set_id = change_set.change_set_id
         stack.change_set_ids.append(change_set.change_set_id)
         state.change_sets[change_set.change_set_id] = change_set
 
@@ -539,11 +526,19 @@ def _run(*args):
                 change_set.stack.resolved_resources = result.resources
                 change_set.stack.resolved_parameters = change_set.resolved_parameters
                 change_set.stack.resolved_outputs = result.outputs
-                change_set.stack.resolved_exports = result.exports
+
+                change_set.stack.resolved_exports = {}
+                for output in result.outputs:
+                    if export_name := output.get("ExportName"):
+                        change_set.stack.resolved_exports[export_name] = output["OutputValue"]
+
+                change_set.stack.change_set_id = change_set.change_set_id
+                change_set.stack.change_set_ids.append(change_set.change_set_id)
 
                 # if the deployment succeeded, update the stack's template representation to that
                 # which was just deployed
                 change_set.stack.template = change_set.template
+                change_set.stack.description = change_set.template.get("Description")
                 change_set.stack.processed_template = change_set.processed_template
                 change_set.stack.template_body = change_set.template_body
             except Exception as e:
@@ -558,6 +553,8 @@ def _run(*args):
 
                 change_set.stack.set_stack_status(new_stack_status)
                 change_set.set_execution_status(ExecutionStatus.EXECUTE_FAILED)
+                change_set.stack.change_set_id = change_set.change_set_id
+                change_set.stack.change_set_ids.append(change_set.change_set_id)
 
         start_worker_thread(_run)
 
@@ -587,15 +584,20 @@ def _describe_change_set(
             StackId=change_set.stack.stack_id,
             StackName=change_set.stack.stack_name,
             CreationTime=change_set.creation_time,
-            Parameters=[
-                # TODO: add masking support.
-                Parameter(ParameterKey=key, ParameterValue=value)
-                for (key, value) in change_set.resolved_parameters.items()
-            ],
             Changes=changes,
             Capabilities=change_set.stack.capabilities,
             StatusReason=change_set.status_reason,
+            Description=change_set.description,
+            # TODO: static information
+            IncludeNestedStacks=False,
+            NotificationARNs=[],
         )
+        if change_set.resolved_parameters:
+            result["Parameters"] = [
+                # TODO: add masking support.
+                Parameter(ParameterKey=key, ParameterValue=value)
+                for (key, value) in change_set.resolved_parameters.items()
+            ]
         return result
 
     @handler("DescribeChangeSet")
@@ -707,10 +709,7 @@ def create_stack(self, context: RequestContext, request: CreateStackInput) -> Cr
         #  is needed for the update graph building, or only looked up in downstream tasks (metadata).
         request_parameters = request.get("Parameters", list())
         # TODO: handle parameter defaults and resolution
-        after_parameters: dict[str, Any] = {
-            parameter["ParameterKey"]: parameter["ParameterValue"]
-            for parameter in request_parameters
-        }
+        after_parameters = self._extract_after_parameters(request_parameters)
         after_template = structured_template
 
         # Create internal change set to execute
@@ -744,6 +743,11 @@ def _run(*args):
                 stack.template = change_set.template
                 stack.template_body = change_set.template_body
                 stack.resolved_parameters = change_set.resolved_parameters
+                stack.resolved_exports = {}
+                for output in result.outputs:
+                    if export_name := output.get("ExportName"):
+                        stack.resolved_exports[export_name] = output["OutputValue"]
+                stack.processed_template = change_set.processed_template
             except Exception as e:
                 LOG.error(
                     "Create Stack set failed: %s",
@@ -785,59 +789,55 @@ def describe_stacks(
 
         describe_stack_output: list[ApiStack] = []
         for stack in stacks:
-            stack_description = ApiStack(
-                CreationTime=stack.creation_time,
-                DeletionTime=stack.deletion_time,
-                StackId=stack.stack_id,
-                StackName=stack.stack_name,
-                StackStatus=stack.status,
-                StackStatusReason=stack.status_reason,
-                # fake values
-                DisableRollback=False,
-                DriftInformation=StackDriftInformation(
-                    StackDriftStatus=StackDriftStatus.NOT_CHECKED
-                ),
-                EnableTerminationProtection=stack.enable_termination_protection,
-                LastUpdatedTime=stack.creation_time,
-                RollbackConfiguration=RollbackConfiguration(),
-                Tags=[],
-                NotificationARNs=[],
-                Capabilities=stack.capabilities,
-                # "Parameters": stack.resolved_parameters,
-            )
-            # TODO: confirm the logic for this
-            if change_set_id := stack.change_set_id:
-                stack_description["ChangeSetId"] = change_set_id
-
-            if stack.resolved_parameters:
-                stack_description["Parameters"] = []
-                for name, resolved_parameter in stack.resolved_parameters.items():
-                    parameter = Parameter(
-                        ParameterKey=name,
-                        ParameterValue=resolved_parameter.get("given_value")
-                        or resolved_parameter.get("default_value"),
-                    )
-                    if resolved_value := resolved_parameter.get("resolved_value"):
-                        parameter["ResolvedValue"] = resolved_value
-                    stack_description["Parameters"].append(parameter)
-
-            if stack.resolved_outputs:
-                describe_outputs = []
-                for key, value in stack.resolved_outputs.items():
-                    describe_outputs.append(
-                        Output(
-                            # TODO(parity): Description, ExportName
-                            # TODO(parity): what happens on describe stack when the stack has not been deployed yet?
-                            OutputKey=key,
-                            OutputValue=value,
-                        )
-                    )
-                stack_description["Outputs"] = describe_outputs
-
-            describe_stack_output.append(stack_description)
+            describe_stack_output.append(self._describe_stack(stack))
 
         return DescribeStacksOutput(Stacks=describe_stack_output)
 
+    @staticmethod
+    def _describe_stack(stack: Stack) -> ApiStack:
+        stack_description = ApiStack(
+            Description=stack.description,
+            CreationTime=stack.creation_time,
+            DeletionTime=stack.deletion_time,
+            StackId=stack.stack_id,
+            StackName=stack.stack_name,
+            StackStatus=stack.status,
+            StackStatusReason=stack.status_reason,
+            # fake values
+            DisableRollback=False,
+            DriftInformation=StackDriftInformation(StackDriftStatus=StackDriftStatus.NOT_CHECKED),
+            EnableTerminationProtection=stack.enable_termination_protection,
+            RollbackConfiguration=RollbackConfiguration(),
+            Tags=[],
+            NotificationARNs=[],
+            # "Parameters": stack.resolved_parameters,
+        )
+        if stack.status != StackStatus.REVIEW_IN_PROGRESS:
+            # TODO: actually track updated time
+            stack_description["LastUpdatedTime"] = stack.creation_time
+        if stack.capabilities:
+            stack_description["Capabilities"] = stack.capabilities
+        # TODO: confirm the logic for this
+        if change_set_id := stack.change_set_id:
+            stack_description["ChangeSetId"] = change_set_id
+
+        if stack.resolved_parameters:
+            stack_description["Parameters"] = []
+            for name, resolved_parameter in stack.resolved_parameters.items():
+                parameter = Parameter(
+                    ParameterKey=name,
+                    ParameterValue=resolved_parameter.get("given_value")
+                    or resolved_parameter.get("default_value"),
+                )
+                if resolved_value := resolved_parameter.get("resolved_value"):
+                    parameter["ResolvedValue"] = resolved_value
+                stack_description["Parameters"].append(parameter)
+
+        if stack.resolved_outputs:
+            stack_description["Outputs"] = stack.resolved_outputs
+
+        return stack_description
+
     @handler("ListStacks")
     def list_stacks(
         self,
@@ -849,7 +849,7 @@ def list_stacks(
         state = get_cloudformation_store(context.account_id, context.region)
 
         stacks = [
-            s.describe_details()
+            self._describe_stack(s)
             for s in state.stacks_v2.values()
             if not stack_status_filter or s.status in stack_status_filter
         ]
@@ -1330,10 +1330,8 @@ def update_stack(
         #  is needed for the update graph building, or only looked up in downstream tasks (metadata).
         request_parameters = request.get("Parameters", list())
         # TODO: handle parameter defaults and resolution
-        after_parameters: dict[str, Any] = {
-            parameter["ParameterKey"]: parameter["ParameterValue"]
-            for parameter in request_parameters
-        }
+        after_parameters = self._extract_after_parameters(request_parameters, before_parameters)
+
         before_template = stack.template
         after_template = structured_template
 
@@ -1377,6 +1375,10 @@ def _run(*args):
                 stack.template = change_set.template
                 stack.template_body = change_set.template_body
                 stack.resolved_parameters = change_set.resolved_parameters
+                stack.resolved_exports = {}
+                for output in result.outputs:
+                    if export_name := output.get("ExportName"):
+                        stack.resolved_exports[export_name] = output["OutputValue"]
             except Exception as e:
                 LOG.error(
                     "Update Stack failed: %s",
@@ -1387,9 +1389,31 @@ def _run(*args):
 
         start_worker_thread(_run)
 
-        # TODO: stack id
         return UpdateStackOutput(StackId=stack.stack_id)
 
+    @staticmethod
+    def _extract_after_parameters(
+        request_parameters, before_parameters: dict[str, str] | None = None
+    ) -> dict[str, str]:
+        before_parameters = before_parameters or {}
+        after_parameters = {}
+        for parameter in request_parameters:
+            key = parameter["ParameterKey"]
+            if parameter.get("UsePreviousValue", False):
+                # todo: what if the parameter does not exist in the before parameters
+                before = before_parameters[key]
+                after_parameters[key] = (
+                    before.get("resolved_value")
+                    or before.get("given_value")
+                    or before.get("default_value")
+                )
+                continue
+
+            if "ParameterValue" in parameter:
+                after_parameters[key] = parameter["ParameterValue"]
+                continue
+        return after_parameters
+
     @handler("DeleteStack")
     def delete_stack(
         self,
diff --git a/localstack-core/localstack/services/cloudformation/v2/types.py b/localstack-core/localstack/services/cloudformation/v2/types.py
new file mode 100644
index 0000000000000..ec5159668c493
--- /dev/null
+++ b/localstack-core/localstack/services/cloudformation/v2/types.py
@@ -0,0 +1,32 @@
+from datetime import datetime
+from typing import NotRequired, TypedDict
+
+from localstack.aws.api.cloudformation import ResourceStatus
+
+
+class EngineParameter(TypedDict):
+    """
+    Parameters supplied by the user. The resolved value field is populated by the engine
+    """
+
+    type_: str
+    given_value: NotRequired[str | None]
+    resolved_value: NotRequired[str | None]
+    default_value: NotRequired[str | None]
+
+
+def engine_parameter_value(parameter: EngineParameter) -> str:
+    value = parameter.get("given_value") or parameter.get("default_value")
+    if value is None:
+        raise RuntimeError("Parameter value is None")
+
+    return value
+
+
+class ResolvedResource(TypedDict):
+    LogicalResourceId: str
+    Type: str
+    Properties: dict
+    ResourceStatus: ResourceStatus
+    PhysicalResourceId: str | None
+    LastUpdatedTimestamp: datetime | None
diff --git a/tests/aws/services/cloudformation/api/test_changesets.py b/tests/aws/services/cloudformation/api/test_changesets.py
index f1ae38b8a8f04..dbdf6686bdf1b 100644
--- a/tests/aws/services/cloudformation/api/test_changesets.py
+++ b/tests/aws/services/cloudformation/api/test_changesets.py
@@ -610,7 +610,6 @@ def delete(suppress_exception: bool = False):
     deploy()
 
 
-@skip_if_v2_provider(reason="CFNV2:Metadata, CFNV2:Other")
 @markers.aws.validated
 def test_create_and_then_remove_non_supported_resource_change_set(deploy_cfn_template):
     # first deploy cfn with a CodeArtifact resource that is not actually supported
@@ -1011,8 +1010,13 @@ def test_multiple_create_changeset(aws_client, snapshot, cleanups):
     )
 
 
-@skip_if_v2_provider(reason="CFNV2:DescribeStacks")
-@markers.snapshot.skip_snapshot_verify(paths=["$..LastUpdatedTime", "$..StackStatusReason"])
+@markers.snapshot.skip_snapshot_verify(
+    paths=["$..LastUpdatedTime", "$..StackStatusReason"]
+    + skipped_v2_items(
+        # TODO
+        "$..Capabilities",
+    )
+)
 @markers.aws.validated
 def test_create_changeset_with_stack_id(aws_client, snapshot, cleanups):
     """
diff --git a/tests/aws/services/cloudformation/api/test_stacks.py b/tests/aws/services/cloudformation/api/test_stacks.py
index 848bd241299e0..baea6a22260a3 100644
--- a/tests/aws/services/cloudformation/api/test_stacks.py
+++ b/tests/aws/services/cloudformation/api/test_stacks.py
@@ -26,7 +26,6 @@
 
 
 class TestStacksApi:
-    @skip_if_v2_provider(reason="CFNV2:DescribeStacks")
     @markers.snapshot.skip_snapshot_verify(
         paths=["$..ChangeSetId", "$..EnableTerminationProtection"]
         + skipped_v2_items(
@@ -79,7 +78,6 @@ def test_stack_lifecycle(self, deploy_cfn_template, snapshot, aws_client):
         assert "DeletionTime" in deleted
         snapshot.match("deleted", deleted)
 
-    @skip_if_v2_provider(reason="CFNV2:DescribeStacks")
     @markers.aws.validated
     def test_stack_description_special_chars(self, deploy_cfn_template, snapshot, aws_client):
         snapshot.add_transformer(snapshot.transform.cloudformation_api())
@@ -100,6 +98,65 @@ def test_stack_description_special_chars(self, deploy_cfn_template, snapshot, aw
         ]
         snapshot.match("describe_stack", response)
 
+    @skip_if_v1_provider(reason="Lots of fields not in parity")
+    @markers.aws.validated
+    @markers.snapshot.skip_snapshot_verify(
+        paths=[
+            "$..ResourceChange.Details",
+            "$..ResourceChange.Scope",
+            "$..StackStatusReason",
+        ]
+    )
+    def test_stack_description_lifecycle(self, snapshot, aws_client, cleanups):
+        """
+        Test when and how the description gets set
+        """
+        snapshot.add_transformer(snapshot.transform.cloudformation_api())
+        template = {
+            "AWSTemplateFormatVersion": "2010-09-09",
+            "Description": "test <env>.test.net",
+            "Resources": {
+                "TestResource": {
+                    "Type": "AWS::SSM::Parameter",
+                    "Properties": {
+                        "Type": "String",
+                        "Value": "DummyValue",
+                    },
+                }
+            },
+        }
+        stack_name = f"stack-{short_uid()}"
+        change_set_name = f"cs-{short_uid()}"
+        change_set = aws_client.cloudformation.create_change_set(
+            StackName=stack_name,
+            ChangeSetName=change_set_name,
+            ChangeSetType="CREATE",
+            TemplateBody=json.dumps(template),
+        )
+        change_set_id = change_set["Id"]
+        stack_id = change_set["StackId"]
+
+        aws_client.cloudformation.get_waiter("change_set_create_complete").wait(
+            ChangeSetName=change_set_id, StackName=stack_id
+        )
+        change_set_description = aws_client.cloudformation.describe_change_set(
+            ChangeSetName=change_set_id
+        )
+        snapshot.match("change-set-pre-execute", change_set_description)
+        stack_description = aws_client.cloudformation.describe_stacks(StackName=stack_id)["Stacks"][
+            0
+        ]
+        snapshot.match("stack-pre-execute", stack_description)
+
+        aws_client.cloudformation.execute_change_set(ChangeSetName=change_set_id)
+        cleanups.append(lambda: aws_client.cloudformation.delete_stack(StackName=stack_id))
+
+        aws_client.cloudformation.get_waiter("stack_create_complete").wait(StackName=stack_id)
+        stack_description = aws_client.cloudformation.describe_stacks(StackName=stack_id)["Stacks"][
+            0
+        ]
+        snapshot.match("stack-post-execute", stack_description)
+
     @markers.aws.validated
     def test_stack_name_creation(self, deploy_cfn_template, snapshot, aws_client):
         snapshot.add_transformer(snapshot.transform.cloudformation_api())
@@ -911,7 +968,6 @@ def test_stack_deploy_order(deploy_cfn_template, aws_client, snapshot, deploy_or
         #
         # Before/After Context
         "$..Capabilities",
-        "$..NotificationARNs",
         "$..IncludeNestedStacks",
         "$..Scope",
         "$..Details",
@@ -977,7 +1033,7 @@ def test_stack_deletion_order(
     snapshot.match("all-events", to_snapshot)
 
 
-@skip_if_v2_provider(reason="CFNV2:DescribeStack")
+@skip_if_v2_provider(reason="CFNV2:DescribeStack(noecho)")
 @markers.snapshot.skip_snapshot_verify(
     paths=[
         # TODO: this property is present in the response from LocalStack when
diff --git a/tests/aws/services/cloudformation/api/test_stacks.snapshot.json b/tests/aws/services/cloudformation/api/test_stacks.snapshot.json
index b91debe371197..9872036b69c08 100644
--- a/tests/aws/services/cloudformation/api/test_stacks.snapshot.json
+++ b/tests/aws/services/cloudformation/api/test_stacks.snapshot.json
@@ -1,6 +1,6 @@
 {
   "tests/aws/services/cloudformation/api/test_stacks.py::TestStacksApi::test_stack_description_special_chars": {
-    "recorded-date": "05-08-2022, 13:03:43",
+    "recorded-date": "08-08-2025, 15:32:46",
     "recorded-content": {
       "describe_stack": {
         "Capabilities": [
@@ -4069,5 +4069,71 @@
         ]
       ]
     }
+  },
+  "tests/aws/services/cloudformation/api/test_stacks.py::TestStacksApi::test_stack_description_lifecycle": {
+    "recorded-date": "08-08-2025, 15:30:34",
+    "recorded-content": {
+      "change-set-pre-execute": {
+        "Capabilities": [],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "ChangeSetName": "<change-set-name:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "Details": [],
+              "LogicalResourceId": "TestResource",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "stack-pre-execute": {
+        "CreationTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "EnableTerminationProtection": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "REVIEW_IN_PROGRESS",
+        "StackStatusReason": "User Initiated",
+        "Tags": []
+      },
+      "stack-post-execute": {
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "CreationTime": "datetime",
+        "Description": "test <env>.test.net",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "EnableTerminationProtection": false,
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "CREATE_COMPLETE",
+        "Tags": []
+      }
+    }
   }
 }
diff --git a/tests/aws/services/cloudformation/api/test_stacks.validation.json b/tests/aws/services/cloudformation/api/test_stacks.validation.json
index 769906f50eda9..eb69c806566f1 100644
--- a/tests/aws/services/cloudformation/api/test_stacks.validation.json
+++ b/tests/aws/services/cloudformation/api/test_stacks.validation.json
@@ -26,8 +26,23 @@
   "tests/aws/services/cloudformation/api/test_stacks.py::TestStacksApi::test_list_events_after_deployment": {
     "last_validated_date": "2022-10-05T11:33:55+00:00"
   },
+  "tests/aws/services/cloudformation/api/test_stacks.py::TestStacksApi::test_stack_description_lifecycle": {
+    "last_validated_date": "2025-08-08T15:30:34+00:00",
+    "durations_in_seconds": {
+      "setup": 1.09,
+      "call": 8.6,
+      "teardown": 0.2,
+      "total": 9.89
+    }
+  },
   "tests/aws/services/cloudformation/api/test_stacks.py::TestStacksApi::test_stack_description_special_chars": {
-    "last_validated_date": "2022-08-05T11:03:43+00:00"
+    "last_validated_date": "2025-08-08T15:20:07+00:00",
+    "durations_in_seconds": {
+      "setup": 1.41,
+      "call": 61.6,
+      "teardown": 4.47,
+      "total": 67.48
+    }
   },
   "tests/aws/services/cloudformation/api/test_stacks.py::TestStacksApi::test_stack_lifecycle": {
     "last_validated_date": "2023-11-28T12:24:40+00:00"
diff --git a/tests/aws/services/cloudformation/api/test_update_stack.py b/tests/aws/services/cloudformation/api/test_update_stack.py
index c688f5d3d02ac..286e8dbff2586 100644
--- a/tests/aws/services/cloudformation/api/test_update_stack.py
+++ b/tests/aws/services/cloudformation/api/test_update_stack.py
@@ -5,7 +5,6 @@
 import botocore.errorfactory
 import botocore.exceptions
 import pytest
-from tests.aws.services.cloudformation.conftest import skip_if_v2_provider
 
 from localstack.testing.pytest import markers
 from localstack.utils.files import load_file
@@ -255,16 +254,19 @@ def test_no_parameters_update(deploy_cfn_template, aws_client):
     aws_client.cloudformation.get_waiter("stack_update_complete").wait(StackName=stack.stack_name)
 
 
-@skip_if_v2_provider(reason="CFNV2:UpdateStack")
 @markers.aws.validated
-def test_update_with_previous_parameter_value(deploy_cfn_template, snapshot, aws_client):
+def test_update_with_previous_parameter_value(deploy_cfn_template, aws_client):
+    topic_name = f"topic-{short_uid()}"
     stack = deploy_cfn_template(
         template_path=os.path.join(
             os.path.dirname(__file__), "../../../templates/sns_topic_parameter.yml"
         ),
-        parameters={"TopicName": f"topic-{short_uid()}"},
+        parameters={"TopicName": topic_name},
     )
 
+    topic_arn = stack.outputs["TopicArn"]
+    assert topic_name in topic_arn
+
     aws_client.cloudformation.update_stack(
         StackName=stack.stack_name,
         TemplateBody=load_file(
@@ -277,6 +279,9 @@ def test_update_with_previous_parameter_value(deploy_cfn_template, snapshot, aws
 
     aws_client.cloudformation.get_waiter("stack_update_complete").wait(StackName=stack.stack_name)
 
+    # this call makes sure the topic name has not changed
+    aws_client.sns.get_topic_attributes(TopicArn=topic_arn)
+
 
 @markers.aws.validated
 @pytest.mark.skip(reason="The correct error is not being raised")
diff --git a/tests/aws/services/cloudformation/api/test_update_stack.snapshot.json b/tests/aws/services/cloudformation/api/test_update_stack.snapshot.json
index bf9201665b6d3..d8c3556c151d9 100644
--- a/tests/aws/services/cloudformation/api/test_update_stack.snapshot.json
+++ b/tests/aws/services/cloudformation/api/test_update_stack.snapshot.json
@@ -59,8 +59,63 @@
     "recorded-content": {}
   },
   "tests/aws/services/cloudformation/api/test_update_stack.py::test_update_with_previous_parameter_value": {
-    "recorded-date": "21-11-2022, 10:38:33",
-    "recorded-content": {}
+    "recorded-date": "08-08-2025, 21:51:58",
+    "recorded-content": {
+      "topic-attributes": {
+        "DisplayName": "",
+        "EffectiveDeliveryPolicy": {
+          "http": {
+            "defaultHealthyRetryPolicy": {
+              "minDelayTarget": 20,
+              "maxDelayTarget": 20,
+              "numRetries": 3,
+              "numMaxDelayRetries": 0,
+              "numNoDelayRetries": 0,
+              "numMinDelayRetries": 0,
+              "backoffFunction": "linear"
+            },
+            "disableSubscriptionOverrides": false,
+            "defaultRequestPolicy": {
+              "headerContentType": "text/plain; charset=UTF-8"
+            }
+          }
+        },
+        "Owner": "111111111111",
+        "Policy": {
+          "Version": "2008-10-17",
+          "Id": "__default_policy_ID",
+          "Statement": [
+            {
+              "Sid": "__default_statement_ID",
+              "Effect": "Allow",
+              "Principal": {
+                "AWS": "*"
+              },
+              "Action": [
+                "SNS:GetTopicAttributes",
+                "SNS:SetTopicAttributes",
+                "SNS:AddPermission",
+                "SNS:RemovePermission",
+                "SNS:DeleteTopic",
+                "SNS:Subscribe",
+                "SNS:ListSubscriptionsByTopic",
+                "SNS:Publish"
+              ],
+              "Resource": "arn:<partition>:sns:<region>:111111111111:topic-e848c848",
+              "Condition": {
+                "StringEquals": {
+                  "AWS:SourceOwner": "111111111111"
+                }
+              }
+            }
+          ]
+        },
+        "SubscriptionsConfirmed": "0",
+        "SubscriptionsDeleted": "0",
+        "SubscriptionsPending": "0",
+        "TopicArn": "arn:<partition>:sns:<region>:111111111111:topic-e848c848"
+      }
+    }
   },
   "tests/aws/services/cloudformation/api/test_update_stack.py::test_update_with_role_without_permissions": {
     "recorded-date": "21-11-2022, 14:14:52",
diff --git a/tests/aws/services/cloudformation/api/test_update_stack.validation.json b/tests/aws/services/cloudformation/api/test_update_stack.validation.json
index 3821105abaa2a..c52a3e2f276c0 100644
--- a/tests/aws/services/cloudformation/api/test_update_stack.validation.json
+++ b/tests/aws/services/cloudformation/api/test_update_stack.validation.json
@@ -12,7 +12,13 @@
     "last_validated_date": "2022-11-21T14:36:32+00:00"
   },
   "tests/aws/services/cloudformation/api/test_update_stack.py::test_update_with_previous_parameter_value": {
-    "last_validated_date": "2022-11-21T09:38:33+00:00"
+    "last_validated_date": "2025-08-08T21:55:03+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 16.77,
+      "teardown": 49.74,
+      "total": 66.51
+    }
   },
   "tests/aws/services/cloudformation/api/test_update_stack.py::test_update_with_resource_types": {
     "last_validated_date": "2022-11-19T13:34:18+00:00"
diff --git a/tests/aws/services/cloudformation/resources/test_cdk.py b/tests/aws/services/cloudformation/resources/test_cdk.py
index 679d74965ba4d..689fbaa7afb32 100644
--- a/tests/aws/services/cloudformation/resources/test_cdk.py
+++ b/tests/aws/services/cloudformation/resources/test_cdk.py
@@ -104,8 +104,6 @@ def test_cdk_bootstrap(self, deploy_cfn_template, aws_client, bootstrap_version,
     )
     @markers.snapshot.skip_snapshot_verify(
         paths=[
-            # CFNV2:Provider
-            "$..Description",
             # Wrong format, they are our internal parameter format
             "$..Parameters",
             # from the list of changes
@@ -115,11 +113,9 @@ def test_cdk_bootstrap(self, deploy_cfn_template, aws_client, bootstrap_version,
             "$..Changes..Scope",
             # provider
             "$..IncludeNestedStacks",
-            "$..NotificationARNs",
-            # CFNV2:Describe not supported yet
-            "$..Outputs..ExportName",
             # mismatch between amazonaws.com and localhost.localstack.cloud
             "$..Outputs..OutputValue",
+            "$..Outputs..Description",
         ]
     )
     @skip_if_v1_provider(reason="Changes array not in parity")
diff --git a/tests/aws/services/cloudformation/resources/test_ssm.py b/tests/aws/services/cloudformation/resources/test_ssm.py
index b244737896ec4..4d4c7616d6378 100644
--- a/tests/aws/services/cloudformation/resources/test_ssm.py
+++ b/tests/aws/services/cloudformation/resources/test_ssm.py
@@ -3,7 +3,6 @@
 import botocore.exceptions
 import pytest
 from localstack_snapshot.snapshots.transformer import SortingTransformer
-from tests.aws.services.cloudformation.conftest import skip_if_v2_provider
 
 from localstack.testing.pytest import markers
 from localstack.utils.common import short_uid
@@ -116,7 +115,6 @@ def test_update_ssm_parameter_tag(deploy_cfn_template, aws_client):
     # assert ssm_tags == []
 
 
-@skip_if_v2_provider(reason="CFNV2:DescribeStackResource")
 @markers.snapshot.skip_snapshot_verify(paths=["$..DriftInformation", "$..Metadata"])
 @markers.aws.validated
 def test_deploy_patch_baseline(deploy_cfn_template, aws_client, snapshot):
diff --git a/tests/aws/services/cloudformation/test_change_set_conditions.py b/tests/aws/services/cloudformation/test_change_set_conditions.py
index 7dea98d134f3c..e5449080457a2 100644
--- a/tests/aws/services/cloudformation/test_change_set_conditions.py
+++ b/tests/aws/services/cloudformation/test_change_set_conditions.py
@@ -13,7 +13,6 @@
         #
         # Before/After Context
         "$..Capabilities",
-        "$..NotificationARNs",
         "$..IncludeNestedStacks",
         "$..Scope",
         "$..Details",
diff --git a/tests/aws/services/cloudformation/test_change_set_depends_on.py b/tests/aws/services/cloudformation/test_change_set_depends_on.py
index 25f0432f4afc4..ae574a2224ebb 100644
--- a/tests/aws/services/cloudformation/test_change_set_depends_on.py
+++ b/tests/aws/services/cloudformation/test_change_set_depends_on.py
@@ -13,7 +13,6 @@
         #
         # Before/After Context
         "$..Capabilities",
-        "$..NotificationARNs",
         "$..IncludeNestedStacks",
         "$..Scope",
         "$..Details",
diff --git a/tests/aws/services/cloudformation/test_change_set_exports_imports.py b/tests/aws/services/cloudformation/test_change_set_exports_imports.py
index 8a2fa9c3daea5..c9ea4b0def3c8 100644
--- a/tests/aws/services/cloudformation/test_change_set_exports_imports.py
+++ b/tests/aws/services/cloudformation/test_change_set_exports_imports.py
@@ -33,10 +33,7 @@ def inner(change_set_name: str, stack_name: str | None = None):
     paths=[
         "$..Changes..ResourceChange.Details",
         "$..Changes..ResourceChange.Scope",
-        "$..IncludeNestedStacks",
-        "$..NotificationARNs",
         "$..Parameters",
-        "$..Capabilities",
     ]
 )
 class TestChangeSetImportExport:
diff --git a/tests/aws/services/cloudformation/test_change_set_fn_base64.py b/tests/aws/services/cloudformation/test_change_set_fn_base64.py
index 8fe651b9fa5d9..3126bb6caf6ac 100644
--- a/tests/aws/services/cloudformation/test_change_set_fn_base64.py
+++ b/tests/aws/services/cloudformation/test_change_set_fn_base64.py
@@ -13,7 +13,6 @@
         #
         # Before/After Context
         "$..Capabilities",
-        "$..NotificationARNs",
         "$..IncludeNestedStacks",
         "$..Scope",
         "$..Details",
diff --git a/tests/aws/services/cloudformation/test_change_set_fn_get_attr.py b/tests/aws/services/cloudformation/test_change_set_fn_get_attr.py
index 680d741973cbc..6e48d1a4f2ea4 100644
--- a/tests/aws/services/cloudformation/test_change_set_fn_get_attr.py
+++ b/tests/aws/services/cloudformation/test_change_set_fn_get_attr.py
@@ -14,7 +14,6 @@
         #
         # Before/After Context
         "$..Capabilities",
-        "$..NotificationARNs",
         "$..IncludeNestedStacks",
         "$..Scope",
         "$..Details",
diff --git a/tests/aws/services/cloudformation/test_change_set_fn_join.py b/tests/aws/services/cloudformation/test_change_set_fn_join.py
index 0a6fc09dffc8d..07e32d683a2a9 100644
--- a/tests/aws/services/cloudformation/test_change_set_fn_join.py
+++ b/tests/aws/services/cloudformation/test_change_set_fn_join.py
@@ -13,7 +13,6 @@
         #
         # Before/After Context
         "$..Capabilities",
-        "$..NotificationARNs",
         "$..IncludeNestedStacks",
         "$..Scope",
         "$..Details",
diff --git a/tests/aws/services/cloudformation/test_change_set_fn_select.py b/tests/aws/services/cloudformation/test_change_set_fn_select.py
index f58e0c65d3ea4..d57c0973bf967 100644
--- a/tests/aws/services/cloudformation/test_change_set_fn_select.py
+++ b/tests/aws/services/cloudformation/test_change_set_fn_select.py
@@ -13,7 +13,6 @@
         #
         # Before/After Context
         "$..Capabilities",
-        "$..NotificationARNs",
         "$..IncludeNestedStacks",
         "$..Scope",
         "$..Details",
diff --git a/tests/aws/services/cloudformation/test_change_set_fn_split.py b/tests/aws/services/cloudformation/test_change_set_fn_split.py
index 40cefad6937d5..7b263e9ad0b5c 100644
--- a/tests/aws/services/cloudformation/test_change_set_fn_split.py
+++ b/tests/aws/services/cloudformation/test_change_set_fn_split.py
@@ -13,7 +13,6 @@
         #
         # Before/After Context
         "$..Capabilities",
-        "$..NotificationARNs",
         "$..IncludeNestedStacks",
         "$..Scope",
         "$..Details",
diff --git a/tests/aws/services/cloudformation/test_change_set_fn_sub.py b/tests/aws/services/cloudformation/test_change_set_fn_sub.py
index 11d588d844d1b..662e5bd0f6c71 100644
--- a/tests/aws/services/cloudformation/test_change_set_fn_sub.py
+++ b/tests/aws/services/cloudformation/test_change_set_fn_sub.py
@@ -13,7 +13,6 @@
         #
         # Before/After Context
         "$..Capabilities",
-        "$..NotificationARNs",
         "$..IncludeNestedStacks",
         "$..Scope",
         "$..Details",
diff --git a/tests/aws/services/cloudformation/test_change_set_fn_transform.py b/tests/aws/services/cloudformation/test_change_set_fn_transform.py
index 2e4fe57d9a785..55f917e10c4f3 100644
--- a/tests/aws/services/cloudformation/test_change_set_fn_transform.py
+++ b/tests/aws/services/cloudformation/test_change_set_fn_transform.py
@@ -16,7 +16,6 @@
         #
         # Before/After Context
         "$..Capabilities",
-        "$..NotificationARNs",
         "$..IncludeNestedStacks",
         "$..Scope",
         "$..Details",
diff --git a/tests/aws/services/cloudformation/test_change_set_global_macros.py b/tests/aws/services/cloudformation/test_change_set_global_macros.py
index 6a9343d857a18..b8db9d2e741eb 100644
--- a/tests/aws/services/cloudformation/test_change_set_global_macros.py
+++ b/tests/aws/services/cloudformation/test_change_set_global_macros.py
@@ -19,7 +19,6 @@
         #
         # Before/After Context
         "$..Capabilities",
-        "$..NotificationARNs",
         "$..IncludeNestedStacks",
         "$..Scope",
         "$..Details",
diff --git a/tests/aws/services/cloudformation/test_change_set_mappings.py b/tests/aws/services/cloudformation/test_change_set_mappings.py
index e9bb3bd93d360..1e78af0d3356f 100644
--- a/tests/aws/services/cloudformation/test_change_set_mappings.py
+++ b/tests/aws/services/cloudformation/test_change_set_mappings.py
@@ -13,7 +13,6 @@
         #
         # Before/After Context
         "$..Capabilities",
-        "$..NotificationARNs",
         "$..IncludeNestedStacks",
         "$..Scope",
         "$..Details",
diff --git a/tests/aws/services/cloudformation/test_change_set_parameters.py b/tests/aws/services/cloudformation/test_change_set_parameters.py
index faceacf0b4a61..093f868d7ff9a 100644
--- a/tests/aws/services/cloudformation/test_change_set_parameters.py
+++ b/tests/aws/services/cloudformation/test_change_set_parameters.py
@@ -13,7 +13,6 @@
         #
         # Before/After Context
         "$..Capabilities",
-        "$..NotificationARNs",
         "$..IncludeNestedStacks",
         "$..Scope",
         "$..Details",
diff --git a/tests/aws/services/cloudformation/test_change_set_ref.py b/tests/aws/services/cloudformation/test_change_set_ref.py
index c4d147baf4d92..746944ba483e1 100644
--- a/tests/aws/services/cloudformation/test_change_set_ref.py
+++ b/tests/aws/services/cloudformation/test_change_set_ref.py
@@ -13,7 +13,6 @@
         #
         # Before/After Context
         "$..Capabilities",
-        "$..NotificationARNs",
         "$..IncludeNestedStacks",
         "$..Scope",
         "$..Details",
diff --git a/tests/aws/services/cloudformation/test_change_set_values.py b/tests/aws/services/cloudformation/test_change_set_values.py
index 3698738c89c17..17ebb015fb7c3 100644
--- a/tests/aws/services/cloudformation/test_change_set_values.py
+++ b/tests/aws/services/cloudformation/test_change_set_values.py
@@ -13,7 +13,6 @@
         #
         # Before/After Context
         "$..Capabilities",
-        "$..NotificationARNs",
         "$..IncludeNestedStacks",
         "$..Scope",
         "$..Details",
diff --git a/tests/aws/services/cloudformation/test_change_sets.py b/tests/aws/services/cloudformation/test_change_sets.py
index 60797648d4470..d136c74a44df7 100644
--- a/tests/aws/services/cloudformation/test_change_sets.py
+++ b/tests/aws/services/cloudformation/test_change_sets.py
@@ -17,7 +17,6 @@
         #
         # Before/After Context
         "$..Capabilities",
-        "$..NotificationARNs",
         "$..IncludeNestedStacks",
         "$..Scope",
         "$..Details",
@@ -789,7 +788,6 @@ def test_single_resource_static_update(
         #
         # Before/After Context
         "$..Capabilities",
-        "$..NotificationARNs",
         "$..IncludeNestedStacks",
         "$..Scope",
         "$..Details",
@@ -868,7 +866,6 @@ def update_parameter_value():
         #
         # Before/After Context
         "$..Capabilities",
-        "$..NotificationARNs",
         "$..IncludeNestedStacks",
         "$..Scope",
         "$..Details",
diff --git a/tests/aws/services/cloudformation/test_template_engine.py b/tests/aws/services/cloudformation/test_template_engine.py
index ce1769bd5c8e0..37d4d03a69ffc 100644
--- a/tests/aws/services/cloudformation/test_template_engine.py
+++ b/tests/aws/services/cloudformation/test_template_engine.py
@@ -585,7 +585,6 @@ def test_parameter_usepreviousvalue_behavior(
         assert len(stack_describe_response["Outputs"]) == 2
 
 
-@skip_if_v2_provider(reason="CFNV2:Imports")
 class TestImportValues:
     @markers.aws.validated
     def test_cfn_with_exports(self, deploy_cfn_template, aws_client, snapshot):
@@ -942,7 +941,6 @@ def test_capabilities_requirements(
         snapshot.add_transformer(snapshot.transform.key_value("RoleName", "role-name"))
         snapshot.match("processed_template", processed_template)
 
-    @skip_if_v2_provider(reason="CFNV2:GetTemplate")
     @markers.aws.validated
     @markers.snapshot.skip_snapshot_verify(
         paths=[
@@ -1079,7 +1077,7 @@ def test_error_pass_macro_as_reference(self, snapshot, aws_client):
             )
         snapshot.match("error", ex.value.response)
 
-    @skip_if_v2_provider(reason="CFNV2:GetTemplate")
+    @skip_if_v2_provider(reason="CFNV2:Transform")
     @markers.aws.validated
     def test_functions_and_references_during_transformation(
         self, deploy_cfn_template, create_lambda_function, snapshot, cleanups, aws_client
diff --git a/tests/aws/services/cloudformation/v2/test_dynamic_resolving.py b/tests/aws/services/cloudformation/v2/test_dynamic_resolving.py
index 3977d906fab0b..923e1e829957b 100644
--- a/tests/aws/services/cloudformation/v2/test_dynamic_resolving.py
+++ b/tests/aws/services/cloudformation/v2/test_dynamic_resolving.py
@@ -12,7 +12,6 @@
         #
         # Before/After Context
         "$..Capabilities",
-        "$..NotificationARNs",
         "$..IncludeNestedStacks",
         "$..Scope",
         "$..Details",

From 4258f7688445865aef58bf7960ad841b789a9742 Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Mon, 11 Aug 2025 20:17:09 +0100
Subject: [PATCH 087/697] CFNV2: fix EC2 VPCEndpoint test (#12971)

---
 .../resource_providers/aws_ec2_vpcendpoint.py | 25 ++++++++++++-------
 .../ec2/test_ec2_resource_provider.py         |  2 --
 2 files changed, 16 insertions(+), 11 deletions(-)

diff --git a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_vpcendpoint.py b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_vpcendpoint.py
index 2b2cb1a9d70e3..6f5656e86728c 100644
--- a/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_vpcendpoint.py
+++ b/localstack-core/localstack/services/ec2/resource_providers/aws_ec2_vpcendpoint.py
@@ -1,6 +1,7 @@
 # LocalStack Resource Provider Scaffolding v2
 from __future__ import annotations
 
+import json
 from pathlib import Path
 from typing import TypedDict
 
@@ -66,12 +67,14 @@ def create(
 
         """
         model = request.desired_state
+        ec2 = request.aws_client_factory.ec2
+
         create_params = util.select_attributes(
-            model,
-            [
-                "PolidyDocument",
+            model=model,
+            params=[
+                "PolicyDocument",
                 "PrivateDnsEnabled",
-                "RouteTablesIds",
+                "RouteTableIds",
                 "SecurityGroupIds",
                 "ServiceName",
                 "SubnetIds",
@@ -80,12 +83,18 @@ def create(
             ],
         )
 
+        if policy := model.get("PolicyDocument"):
+            create_params["PolicyDocument"] = json.dumps(policy)
+
         if not request.custom_context.get(REPEATED_INVOCATION):
-            response = request.aws_client_factory.ec2.create_vpc_endpoint(**create_params)
+            response = ec2.create_vpc_endpoint(**create_params)
             model["Id"] = response["VpcEndpoint"]["VpcEndpointId"]
             model["DnsEntries"] = response["VpcEndpoint"]["DnsEntries"]
-            model["CreationTimestamp"] = response["VpcEndpoint"]["CreationTimestamp"]
+            model["CreationTimestamp"] = response["VpcEndpoint"]["CreationTimestamp"].isoformat()
             model["NetworkInterfaceIds"] = response["VpcEndpoint"]["NetworkInterfaceIds"]
+            model["VpcEndpointType"] = model.get("VpcEndpointType") or "Gateway"
+            model["PrivateDnsEnabled"] = bool(model.get("VpcEndpointType", False))
+
             request.custom_context[REPEATED_INVOCATION] = True
             return ProgressEvent(
                 status=OperationStatus.IN_PROGRESS,
@@ -93,9 +102,7 @@ def create(
                 custom_context=request.custom_context,
             )
 
-        response = request.aws_client_factory.ec2.describe_vpc_endpoints(
-            VpcEndpointIds=[model["Id"]]
-        )
+        response = ec2.describe_vpc_endpoints(VpcEndpointIds=[model["Id"]])
         if not response["VpcEndpoints"]:
             return ProgressEvent(
                 status=OperationStatus.FAILED,
diff --git a/tests/aws/services/cloudformation/resource_providers/ec2/test_ec2_resource_provider.py b/tests/aws/services/cloudformation/resource_providers/ec2/test_ec2_resource_provider.py
index 4c7d235c2fd15..27ab4343845d0 100644
--- a/tests/aws/services/cloudformation/resource_providers/ec2/test_ec2_resource_provider.py
+++ b/tests/aws/services/cloudformation/resource_providers/ec2/test_ec2_resource_provider.py
@@ -3,7 +3,6 @@
 import pytest
 from botocore.exceptions import ClientError
 from localstack_snapshot.snapshots.transformer import SortingTransformer
-from tests.aws.services.cloudformation.conftest import skip_if_v2_provider
 
 from localstack.testing.pytest import markers
 
@@ -78,7 +77,6 @@ def test_deploy_security_group_with_tags(deploy_cfn_template, aws_client, snapsh
     snapshot.match("security-group", security_group)
 
 
-@skip_if_v2_provider(reason="CFNV2:ResourceProvider(AWS::EC2::VPCEndpoint)")
 @markers.aws.validated
 @markers.snapshot.skip_snapshot_verify(
     paths=[

From a74c9f9c3712785aa595ea2eb8305ad2934c9809 Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Tue, 12 Aug 2025 01:44:03 +0100
Subject: [PATCH 088/697] CFNV2: fix select in mapping test (#12993)

---
 .../cloudformation/engine/v2/change_set_model_preproc.py        | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
index 0396c3015fee3..e1f93840f8656 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
@@ -381,7 +381,7 @@ def _resolve_mapping(
             error_key = "::".join([map_name, top_level_key, second_level_key])
             raise ValidationError(f"Template error: Unable to get mapping for {error_key}")
         second_level_value = top_level_value.bindings.get(second_level_key)
-        if not isinstance(second_level_value, TerminalValue):
+        if not isinstance(second_level_value, (TerminalValue, NodeArray, NodeObject)):
             error_key = "::".join([map_name, top_level_key, second_level_key])
             raise ValidationError(f"Template error: Unable to get mapping for {error_key}")
         mapping_value_delta = self.visit(second_level_value)

From 2d5ad0cc50300be1b95de0ca9222c56cd7da4c48 Mon Sep 17 00:00:00 2001
From: Nikos <nikos.michas@localstack.cloud>
Date: Tue, 12 Aug 2025 09:39:29 +0300
Subject: [PATCH 089/697] Step Functions: Fix Batch error handling (#12988)

---
 .../state_task/service/state_task_service_batch.py              | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service_batch.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service_batch.py
index 384f6ab183827..aca666947c7d0 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service_batch.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service_batch.py
@@ -118,7 +118,7 @@ def _from_error(self, env: Environment, ex: Exception) -> FailureEvent:
                     "Proxy: null",
                 ]
             )
-            cause = f"Error executing request, Exception : {error_message}, RequestId: {request_id} ({response_details})"
+            cause = f"{error_message} ({response_details})"
             return FailureEvent(
                 env=env,
                 error_name=CustomErrorName(error_name),

From 037f3014b3e4958cc13b7363a13ffc13591dcaf1 Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Tue, 12 Aug 2025 09:08:12 +0200
Subject: [PATCH 090/697] Update ASF APIs (#12987)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
Co-authored-by: Silvio Vasiljevic <silvio.vasiljevic@gmail.com>
---
 pyproject.toml                | 6 +++---
 requirements-base-runtime.txt | 4 ++--
 requirements-dev.txt          | 6 +++---
 requirements-runtime.txt      | 6 +++---
 requirements-test.txt         | 6 +++---
 requirements-typehint.txt     | 6 +++---
 6 files changed, 17 insertions(+), 17 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 26ec717a45c1e..fb004b725ec51 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -54,9 +54,9 @@ Issues = "https://github.com/localstack/localstack/issues"
 # minimal required to actually run localstack on the host for services natively implemented in python
 base-runtime = [
     # pinned / updated by ASF update action
-    "boto3==1.40.1",
+    "boto3==1.40.6",
     # pinned / updated by ASF update action
-    "botocore==1.40.1",
+    "botocore==1.40.6",
     "awscrt>=0.13.14,!=0.27.1",
     "cbor2>=5.5.0",
     "dnspython>=1.16.0",
@@ -79,7 +79,7 @@ base-runtime = [
 runtime = [
     "localstack-core[base-runtime]",
     # pinned / updated by ASF update action
-    "awscli==1.42.1",
+    "awscli==1.42.6",
     "airspeed-ext>=0.6.3",
     # version that has a built wheel
     "kclpy-ext>=3.0.0",
diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index 71b6aac02103e..9a381b814f915 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -11,9 +11,9 @@ attrs==25.3.0
     #   referencing
 awscrt==0.27.5
     # via localstack-core (pyproject.toml)
-boto3==1.40.1
+boto3==1.40.6
     # via localstack-core (pyproject.toml)
-botocore==1.40.1
+botocore==1.40.6
     # via
     #   boto3
     #   localstack-core (pyproject.toml)
diff --git a/requirements-dev.txt b/requirements-dev.txt
index d5983d91b1135..004ef1211d7d5 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -39,17 +39,17 @@ aws-sam-translator==1.99.0
     #   localstack-core
 aws-xray-sdk==2.14.0
     # via moto-ext
-awscli==1.42.1
+awscli==1.42.6
     # via localstack-core
 awscrt==0.27.5
     # via localstack-core
-boto3==1.40.1
+boto3==1.40.6
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.40.1
+botocore==1.40.6
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index f20f18d53e970..287c7b625c4b5 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -27,17 +27,17 @@ aws-sam-translator==1.99.0
     #   localstack-core (pyproject.toml)
 aws-xray-sdk==2.14.0
     # via moto-ext
-awscli==1.42.1
+awscli==1.42.6
     # via localstack-core (pyproject.toml)
 awscrt==0.27.5
     # via localstack-core
-boto3==1.40.1
+boto3==1.40.6
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.40.1
+botocore==1.40.6
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-test.txt b/requirements-test.txt
index 5366d4ec8d41e..ca4d03a7d5453 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -39,17 +39,17 @@ aws-sam-translator==1.99.0
     #   localstack-core
 aws-xray-sdk==2.14.0
     # via moto-ext
-awscli==1.42.1
+awscli==1.42.6
     # via localstack-core
 awscrt==0.27.5
     # via localstack-core
-boto3==1.40.1
+boto3==1.40.6
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.40.1
+botocore==1.40.6
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index ddf1d507af29a..5702cb4ec0cfd 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -39,11 +39,11 @@ aws-sam-translator==1.99.0
     #   localstack-core
 aws-xray-sdk==2.14.0
     # via moto-ext
-awscli==1.42.1
+awscli==1.42.6
     # via localstack-core
 awscrt==0.27.5
     # via localstack-core
-boto3==1.40.1
+boto3==1.40.6
     # via
     #   aws-sam-translator
     #   kclpy-ext
@@ -51,7 +51,7 @@ boto3==1.40.1
     #   moto-ext
 boto3-stubs==1.40.2
     # via localstack-core (pyproject.toml)
-botocore==1.40.1
+botocore==1.40.6
     # via
     #   aws-xray-sdk
     #   awscli

From bfc9c2f899cc63cedd9e5404eb749f594bf83dba Mon Sep 17 00:00:00 2001
From: Giovanni Grano <me@giograno.com>
Date: Tue, 12 Aug 2025 09:13:56 +0200
Subject: [PATCH 091/697] Re-enabling ruff rule E721 (#12968)

---
 localstack-core/localstack/aws/connect.py     |  4 ++--
 localstack-core/localstack/aws/skeleton.py    |  2 +-
 .../cloudformation/deployment_utils.py        | 22 ++++++++++---------
 .../services/cloudformation/provider_utils.py |  2 +-
 pyproject.toml                                |  1 -
 tests/integration/services/test_internal.py   |  2 +-
 tests/unit/aws/test_skeleton.py               | 10 ++++-----
 .../cloudformation/test_deployment_utils.py   |  4 ++--
 8 files changed, 24 insertions(+), 23 deletions(-)

diff --git a/localstack-core/localstack/aws/connect.py b/localstack-core/localstack/aws/connect.py
index 9d7dd05a1f417..7c7aeb22282f4 100644
--- a/localstack-core/localstack/aws/connect.py
+++ b/localstack-core/localstack/aws/connect.py
@@ -89,8 +89,8 @@ def make_hash(o):
     return hash(frozenset(sorted(new_o.items())))
 
 
-def config_equality_patch(self, other: object):
-    return type(self) == type(other) and self._user_provided_options == other._user_provided_options
+def config_equality_patch(self, other: object) -> bool:
+    return type(self) is type(other) and self._user_provided_options == other._user_provided_options
 
 
 def config_hash_patch(self):
diff --git a/localstack-core/localstack/aws/skeleton.py b/localstack-core/localstack/aws/skeleton.py
index 8d62415c9ebef..e72c87cea77e8 100644
--- a/localstack-core/localstack/aws/skeleton.py
+++ b/localstack-core/localstack/aws/skeleton.py
@@ -53,7 +53,7 @@ def create_dispatch_table(delegate: object) -> DispatchTable:
     handlers: dict[str, HandlerAttributes] = {}
     cls_tree = reversed(list(cls_tree))
     for cls in cls_tree:
-        if cls == object:
+        if cls is object:
             continue
 
         for name, fn in inspect.getmembers(cls, inspect.isfunction):
diff --git a/localstack-core/localstack/services/cloudformation/deployment_utils.py b/localstack-core/localstack/services/cloudformation/deployment_utils.py
index 4cc62b36cc8a3..771b2ac6bf724 100644
--- a/localstack-core/localstack/services/cloudformation/deployment_utils.py
+++ b/localstack-core/localstack/services/cloudformation/deployment_utils.py
@@ -224,7 +224,7 @@ def fix_boto_parameters_based_on_report(original_params: dict, report: str) -> d
         cast_class = getattr(builtins, valid_class)
         old_value = get_nested(params, param_name)
 
-        if cast_class == bool and str(old_value).lower() in ["true", "false"]:
+        if isinstance(cast_class, bool) and str(old_value).lower() in ["true", "false"]:
             new_value = str(old_value).lower() == "true"
         else:
             new_value = cast_class(old_value)
@@ -252,15 +252,17 @@ def convert_data_types(type_conversions: dict[str, Callable], params: dict) -> d
     attr_names = type_conversions.keys() or []
 
     def cast(_obj, _type):
-        if _type == bool:
-            return _obj in ["True", "true", True]
-        if _type == str:
-            if isinstance(_obj, bool):
-                return str(_obj).lower()
-            return str(_obj)
-        if _type in (int, float):
-            return _type(_obj)
-        return _obj
+        match _type:
+            case builtins.bool:
+                return _obj in ["True", "true", True]
+            case builtins.str:
+                if isinstance(_obj, bool):
+                    return str(_obj).lower()
+                return str(_obj)
+            case builtins.int | builtins.float:
+                return _type(_obj)
+            case _:
+                return _obj
 
     def fix_types(o, **kwargs):
         if isinstance(o, dict):
diff --git a/localstack-core/localstack/services/cloudformation/provider_utils.py b/localstack-core/localstack/services/cloudformation/provider_utils.py
index c0ea1334e3c38..74ce425989285 100644
--- a/localstack-core/localstack/services/cloudformation/provider_utils.py
+++ b/localstack-core/localstack/services/cloudformation/provider_utils.py
@@ -152,7 +152,7 @@ def fix_boto_parameters_based_on_report(original_params: dict, report: str) -> d
         cast_class = getattr(builtins, valid_class)
         old_value = get_nested(params, param_name)
 
-        if cast_class == bool and str(old_value).lower() in ["true", "false"]:
+        if isinstance(cast_class, bool) and str(old_value).lower() in ["true", "false"]:
             new_value = str(old_value).lower() == "true"
         else:
             new_value = cast_class(old_value)
diff --git a/pyproject.toml b/pyproject.toml
index fb004b725ec51..d41732d460208 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -218,7 +218,6 @@ ignore = [
     "C901", # TODO function is too complex
     "E402", # TODO Module level import not at top of file
     "E501", # E501 Line too long - handled by black, see https://docs.astral.sh/ruff/faq/#is-ruff-compatible-with-black
-    "E721", # TODO Do not compare types, use `isinstance()`
     "T201", # TODO `print` found
     "T203", # TODO `pprint` found
     "UP008",# TODO Use `super()` instead of `super(__class__, self)`
diff --git a/tests/integration/services/test_internal.py b/tests/integration/services/test_internal.py
index c32d4d8676b3e..00f65aa429a76 100644
--- a/tests/integration/services/test_internal.py
+++ b/tests/integration/services/test_internal.py
@@ -60,4 +60,4 @@ def test_get(self):
         assert doc["session_id"]
         assert doc["machine_id"]
         assert doc["system"]
-        assert type(doc["is_license_activated"]) == bool
+        assert isinstance(doc["is_license_activated"], bool)
diff --git a/tests/unit/aws/test_skeleton.py b/tests/unit/aws/test_skeleton.py
index c2aab77dab70b..d61099b839868 100644
--- a/tests/unit/aws/test_skeleton.py
+++ b/tests/unit/aws/test_skeleton.py
@@ -330,7 +330,7 @@ class SomeAction(ServiceRequest):
             ArgTwo: int
 
         def fn(context, arg_one, arg_two):
-            assert type(context) == RequestContext
+            assert isinstance(context, RequestContext)
             assert arg_one == "foo"
             assert arg_two == 69
 
@@ -340,7 +340,7 @@ def fn(context, arg_one, arg_two):
     def test_without_context_without_expand(self):
         def fn(*args):
             assert len(args) == 1
-            assert type(args[0]) == dict
+            assert isinstance(args[0], dict)
 
         dispatcher = ServiceRequestDispatcher(
             fn, "SomeAction", pass_context=False, expand_parameters=False
@@ -350,8 +350,8 @@ def fn(*args):
     def test_without_expand(self):
         def fn(*args):
             assert len(args) == 2
-            assert type(args[0]) == RequestContext
-            assert type(args[1]) == dict
+            assert isinstance(args[0], RequestContext)
+            assert isinstance(args[1], dict)
 
         dispatcher = ServiceRequestDispatcher(
             fn, "SomeAction", pass_context=True, expand_parameters=False
@@ -360,7 +360,7 @@ def fn(*args):
 
     def test_dispatch_without_args(self):
         def fn(context):
-            assert type(context) == RequestContext
+            assert isinstance(context, RequestContext)
 
         dispatcher = ServiceRequestDispatcher(fn, "SomeAction")
         dispatcher(RequestContext(None), ServiceRequest())
diff --git a/tests/unit/services/cloudformation/test_deployment_utils.py b/tests/unit/services/cloudformation/test_deployment_utils.py
index d1df32f079edd..f2c5e55be0211 100644
--- a/tests/unit/services/cloudformation/test_deployment_utils.py
+++ b/tests/unit/services/cloudformation/test_deployment_utils.py
@@ -12,7 +12,7 @@ def test_nested_parameters_are_fixed(self):
         fixed_params = fix_boto_parameters_based_on_report(params, message)
         value = fixed_params["LaunchTemplate"]["Version"]
         assert value == "1"
-        assert type(value) == str
+        assert isinstance(value, str)
 
     def test_top_level_parameters_are_converted(self):
         params = {"Version": 1}
@@ -21,4 +21,4 @@ def test_top_level_parameters_are_converted(self):
         fixed_params = fix_boto_parameters_based_on_report(params, message)
         value = fixed_params["Version"]
         assert value == "1"
-        assert type(value) == str
+        assert isinstance(value, str)

From 34650cc976d9e16bc1087378a900af9ee17172c6 Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Tue, 12 Aug 2025 09:15:46 +0200
Subject: [PATCH 092/697] Upgrade pinned Python dependencies (#12994)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
---
 .pre-commit-config.yaml       |  4 +--
 requirements-base-runtime.txt |  8 ++---
 requirements-basic.txt        |  6 ++--
 requirements-dev.txt          | 30 +++++++++---------
 requirements-runtime.txt      | 14 ++++-----
 requirements-test.txt         | 22 ++++++-------
 requirements-typehint.txt     | 58 +++++++++++++++++------------------
 7 files changed, 71 insertions(+), 71 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 801efd84b6ad8..5ee7cc392573d 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -3,7 +3,7 @@
 repos:
   - repo: https://github.com/astral-sh/ruff-pre-commit
     # Ruff version.
-    rev: v0.12.7
+    rev: v0.12.8
     hooks:
       - id: ruff
         args: [--fix, --exit-non-zero-on-fix]
@@ -18,7 +18,7 @@ repos:
         additional_dependencies: ['botocore-stubs', 'rolo']
 
   - repo: https://github.com/pre-commit/pre-commit-hooks
-    rev: v5.0.0
+    rev: v6.0.0
     hooks:
       - id: end-of-file-fixer
       - id: trailing-whitespace
diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index 9a381b814f915..e39de9f1f9184 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -28,13 +28,13 @@ certifi==2025.8.3
     # via requests
 cffi==1.17.1
     # via cryptography
-charset-normalizer==3.4.2
+charset-normalizer==3.4.3
     # via requests
 click==8.2.1
     # via localstack-core (pyproject.toml)
 constantly==23.10.4
     # via localstack-twisted
-cryptography==45.0.5
+cryptography==45.0.6
     # via
     #   localstack-core (pyproject.toml)
     #   pyopenssl
@@ -98,7 +98,7 @@ lazy-object-proxy==1.11.0
     # via openapi-spec-validator
 localstack-twisted==24.3.0
     # via localstack-core (pyproject.toml)
-markdown-it-py==3.0.0
+markdown-it-py==4.0.0
     # via rich
 markupsafe==3.0.2
     # via werkzeug
@@ -168,7 +168,7 @@ rich==14.1.0
     # via localstack-core (pyproject.toml)
 rolo==0.7.6
     # via localstack-core (pyproject.toml)
-rpds-py==0.26.0
+rpds-py==0.27.0
     # via
     #   jsonschema
     #   referencing
diff --git a/requirements-basic.txt b/requirements-basic.txt
index 38325497d8329..6b76470fab394 100644
--- a/requirements-basic.txt
+++ b/requirements-basic.txt
@@ -12,11 +12,11 @@ certifi==2025.8.3
     # via requests
 cffi==1.17.1
     # via cryptography
-charset-normalizer==3.4.2
+charset-normalizer==3.4.3
     # via requests
 click==8.2.1
     # via localstack-core (pyproject.toml)
-cryptography==45.0.5
+cryptography==45.0.6
     # via localstack-core (pyproject.toml)
 dill==0.3.6
     # via localstack-core (pyproject.toml)
@@ -28,7 +28,7 @@ idna==3.10
     # via requests
 jsonpickle==4.1.1
     # via localstack-core (pyproject.toml)
-markdown-it-py==3.0.0
+markdown-it-py==4.0.0
     # via rich
 mdurl==0.1.2
     # via markdown-it-py
diff --git a/requirements-dev.txt b/requirements-dev.txt
index 004ef1211d7d5..65d773de52ad2 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -29,9 +29,9 @@ aws-cdk-asset-awscli-v1==2.2.242
     # via aws-cdk-lib
 aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
-aws-cdk-cloud-assembly-schema==45.2.0
+aws-cdk-cloud-assembly-schema==48.3.0
     # via aws-cdk-lib
-aws-cdk-lib==2.208.0
+aws-cdk-lib==2.210.0
     # via localstack-core
 aws-sam-translator==1.99.0
     # via
@@ -80,9 +80,9 @@ cffi==1.17.1
     # via cryptography
 cfgv==3.4.0
     # via pre-commit
-cfn-lint==1.38.1
+cfn-lint==1.38.2
     # via moto-ext
-charset-normalizer==3.4.2
+charset-normalizer==3.4.3
     # via requests
 click==8.2.1
     # via
@@ -94,7 +94,7 @@ constantly==23.10.4
     # via localstack-twisted
 constructs==10.4.2
     # via aws-cdk-lib
-coverage==7.10.2
+coverage==7.10.3
     # via
     #   coveralls
     #   localstack-core
@@ -102,7 +102,7 @@ coveralls==4.0.1
     # via localstack-core (pyproject.toml)
 crontab==1.0.5
     # via localstack-core
-cryptography==45.0.5
+cryptography==45.0.6
     # via
     #   joserfc
     #   localstack-core
@@ -113,7 +113,7 @@ cython==3.1.2
     # via localstack-core (pyproject.toml)
 decorator==5.2.1
     # via jsonpath-rw
-deepdiff==8.5.0
+deepdiff==8.6.0
     # via
     #   localstack-core
     #   localstack-snapshot
@@ -168,7 +168,7 @@ hyperframe==6.1.0
     # via h2
 hyperlink==21.0.0
     # via localstack-twisted
-identify==2.6.12
+identify==2.6.13
     # via pre-commit
 idna==3.10
     # via
@@ -244,7 +244,7 @@ localstack-snapshot==0.3.0
     # via localstack-core
 localstack-twisted==24.3.0
     # via localstack-core
-markdown-it-py==3.0.0
+markdown-it-py==4.0.0
     # via rich
 markupsafe==3.0.2
     # via
@@ -317,7 +317,7 @@ ply==3.11
     #   jsonpath-ng
     #   jsonpath-rw
     #   pandoc
-pre-commit==4.2.0
+pre-commit==4.3.0
     # via localstack-core (pyproject.toml)
 priority==1.3.0
     # via
@@ -349,7 +349,7 @@ pygments==2.19.2
     # via
     #   pytest
     #   rich
-pymongo==4.13.2
+pymongo==4.14.0
     # via localstack-core
 pyopenssl==25.1.0
     # via
@@ -419,7 +419,7 @@ requests==2.32.4
     #   rolo
 requests-aws4auth==1.3.1
     # via localstack-core
-responses==0.25.7
+responses==0.25.8
     # via moto-ext
 rfc3339-validator==0.1.4
     # via openapi-schema-validator
@@ -429,7 +429,7 @@ rich==14.1.0
     #   localstack-core (pyproject.toml)
 rolo==0.7.6
     # via localstack-core
-rpds-py==0.26.0
+rpds-py==0.27.0
     # via
     #   jsonschema
     #   referencing
@@ -437,7 +437,7 @@ rsa==4.7.2
     # via awscli
 rstr==3.2.2
     # via localstack-core (pyproject.toml)
-ruff==0.12.7
+ruff==0.12.8
     # via localstack-core (pyproject.toml)
 s3transfer==0.13.1
     # via
@@ -494,7 +494,7 @@ urllib3==2.5.0
     #   opensearch-py
     #   requests
     #   responses
-virtualenv==20.33.0
+virtualenv==20.33.1
     # via pre-commit
 websocket-client==1.8.0
     # via localstack-core
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index 287c7b625c4b5..ee454d4806a1a 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -62,9 +62,9 @@ certifi==2025.8.3
     #   requests
 cffi==1.17.1
     # via cryptography
-cfn-lint==1.38.1
+cfn-lint==1.38.2
     # via moto-ext
-charset-normalizer==3.4.2
+charset-normalizer==3.4.3
     # via requests
 click==8.2.1
     # via
@@ -76,7 +76,7 @@ constantly==23.10.4
     # via localstack-twisted
 crontab==1.0.5
     # via localstack-core (pyproject.toml)
-cryptography==45.0.5
+cryptography==45.0.6
     # via
     #   joserfc
     #   localstack-core
@@ -182,7 +182,7 @@ lazy-object-proxy==1.11.0
     # via openapi-spec-validator
 localstack-twisted==24.3.0
     # via localstack-core
-markdown-it-py==3.0.0
+markdown-it-py==4.0.0
     # via rich
 markupsafe==3.0.2
     # via
@@ -249,7 +249,7 @@ pydantic-core==2.33.2
     # via pydantic
 pygments==2.19.2
     # via rich
-pymongo==4.13.2
+pymongo==4.14.0
     # via localstack-core (pyproject.toml)
 pyopenssl==25.1.0
     # via
@@ -300,7 +300,7 @@ requests==2.32.4
     #   rolo
 requests-aws4auth==1.3.1
     # via localstack-core
-responses==0.25.7
+responses==0.25.8
     # via moto-ext
 rfc3339-validator==0.1.4
     # via openapi-schema-validator
@@ -310,7 +310,7 @@ rich==14.1.0
     #   localstack-core (pyproject.toml)
 rolo==0.7.6
     # via localstack-core
-rpds-py==0.26.0
+rpds-py==0.27.0
     # via
     #   jsonschema
     #   referencing
diff --git a/requirements-test.txt b/requirements-test.txt
index ca4d03a7d5453..b7ca86efd58be 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -29,9 +29,9 @@ aws-cdk-asset-awscli-v1==2.2.242
     # via aws-cdk-lib
 aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
-aws-cdk-cloud-assembly-schema==45.2.0
+aws-cdk-cloud-assembly-schema==48.3.0
     # via aws-cdk-lib
-aws-cdk-lib==2.208.0
+aws-cdk-lib==2.210.0
     # via localstack-core (pyproject.toml)
 aws-sam-translator==1.99.0
     # via
@@ -78,9 +78,9 @@ certifi==2025.8.3
     #   requests
 cffi==1.17.1
     # via cryptography
-cfn-lint==1.38.1
+cfn-lint==1.38.2
     # via moto-ext
-charset-normalizer==3.4.2
+charset-normalizer==3.4.3
     # via requests
 click==8.2.1
     # via
@@ -92,11 +92,11 @@ constantly==23.10.4
     # via localstack-twisted
 constructs==10.4.2
     # via aws-cdk-lib
-coverage==7.10.2
+coverage==7.10.3
     # via localstack-core (pyproject.toml)
 crontab==1.0.5
     # via localstack-core
-cryptography==45.0.5
+cryptography==45.0.6
     # via
     #   joserfc
     #   localstack-core
@@ -105,7 +105,7 @@ cryptography==45.0.5
     #   pyopenssl
 decorator==5.2.1
     # via jsonpath-rw
-deepdiff==8.5.0
+deepdiff==8.6.0
     # via
     #   localstack-core (pyproject.toml)
     #   localstack-snapshot
@@ -228,7 +228,7 @@ localstack-snapshot==0.3.0
     # via localstack-core (pyproject.toml)
 localstack-twisted==24.3.0
     # via localstack-core
-markdown-it-py==3.0.0
+markdown-it-py==4.0.0
     # via rich
 markupsafe==3.0.2
     # via
@@ -313,7 +313,7 @@ pygments==2.19.2
     # via
     #   pytest
     #   rich
-pymongo==4.13.2
+pymongo==4.14.0
     # via localstack-core
 pyopenssl==25.1.0
     # via
@@ -379,7 +379,7 @@ requests==2.32.4
     #   rolo
 requests-aws4auth==1.3.1
     # via localstack-core
-responses==0.25.7
+responses==0.25.8
     # via moto-ext
 rfc3339-validator==0.1.4
     # via openapi-schema-validator
@@ -389,7 +389,7 @@ rich==14.1.0
     #   localstack-core (pyproject.toml)
 rolo==0.7.6
     # via localstack-core
-rpds-py==0.26.0
+rpds-py==0.27.0
     # via
     #   jsonschema
     #   referencing
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index 5702cb4ec0cfd..fd1b3988a79f8 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -29,9 +29,9 @@ aws-cdk-asset-awscli-v1==2.2.242
     # via aws-cdk-lib
 aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
-aws-cdk-cloud-assembly-schema==45.2.0
+aws-cdk-cloud-assembly-schema==48.3.0
     # via aws-cdk-lib
-aws-cdk-lib==2.208.0
+aws-cdk-lib==2.210.0
     # via localstack-core
 aws-sam-translator==1.99.0
     # via
@@ -49,7 +49,7 @@ boto3==1.40.6
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-boto3-stubs==1.40.2
+boto3-stubs==1.40.7
     # via localstack-core (pyproject.toml)
 botocore==1.40.6
     # via
@@ -84,9 +84,9 @@ cffi==1.17.1
     # via cryptography
 cfgv==3.4.0
     # via pre-commit
-cfn-lint==1.38.1
+cfn-lint==1.38.2
     # via moto-ext
-charset-normalizer==3.4.2
+charset-normalizer==3.4.3
     # via requests
 click==8.2.1
     # via
@@ -98,7 +98,7 @@ constantly==23.10.4
     # via localstack-twisted
 constructs==10.4.2
     # via aws-cdk-lib
-coverage==7.10.2
+coverage==7.10.3
     # via
     #   coveralls
     #   localstack-core
@@ -106,7 +106,7 @@ coveralls==4.0.1
     # via localstack-core
 crontab==1.0.5
     # via localstack-core
-cryptography==45.0.5
+cryptography==45.0.6
     # via
     #   joserfc
     #   localstack-core
@@ -117,7 +117,7 @@ cython==3.1.2
     # via localstack-core
 decorator==5.2.1
     # via jsonpath-rw
-deepdiff==8.5.0
+deepdiff==8.6.0
     # via
     #   localstack-core
     #   localstack-snapshot
@@ -172,7 +172,7 @@ hyperframe==6.1.0
     # via h2
 hyperlink==21.0.0
     # via localstack-twisted
-identify==2.6.12
+identify==2.6.13
     # via pre-commit
 idna==3.10
     # via
@@ -248,7 +248,7 @@ localstack-snapshot==0.3.0
     # via localstack-core
 localstack-twisted==24.3.0
     # via localstack-core
-markdown-it-py==3.0.0
+markdown-it-py==4.0.0
     # via rich
 markupsafe==3.0.2
     # via
@@ -290,7 +290,7 @@ mypy-boto3-autoscaling==1.40.0
     # via boto3-stubs
 mypy-boto3-backup==1.40.0
     # via boto3-stubs
-mypy-boto3-batch==1.40.0
+mypy-boto3-batch==1.40.5
     # via boto3-stubs
 mypy-boto3-ce==1.40.0
     # via boto3-stubs
@@ -298,13 +298,13 @@ mypy-boto3-cloudcontrol==1.40.0
     # via boto3-stubs
 mypy-boto3-cloudformation==1.40.0
     # via boto3-stubs
-mypy-boto3-cloudfront==1.40.0
+mypy-boto3-cloudfront==1.40.5
     # via boto3-stubs
 mypy-boto3-cloudtrail==1.40.0
     # via boto3-stubs
 mypy-boto3-cloudwatch==1.40.0
     # via boto3-stubs
-mypy-boto3-codebuild==1.40.0
+mypy-boto3-codebuild==1.40.5
     # via boto3-stubs
 mypy-boto3-codecommit==1.40.0
     # via boto3-stubs
@@ -318,7 +318,7 @@ mypy-boto3-codestar-connections==1.40.0
     # via boto3-stubs
 mypy-boto3-cognito-identity==1.40.0
     # via boto3-stubs
-mypy-boto3-cognito-idp==1.40.0
+mypy-boto3-cognito-idp==1.40.7
     # via boto3-stubs
 mypy-boto3-dms==1.40.0
     # via boto3-stubs
@@ -328,7 +328,7 @@ mypy-boto3-dynamodb==1.40.0
     # via boto3-stubs
 mypy-boto3-dynamodbstreams==1.40.0
     # via boto3-stubs
-mypy-boto3-ec2==1.40.0
+mypy-boto3-ec2==1.40.7
     # via boto3-stubs
 mypy-boto3-ecr==1.40.0
     # via boto3-stubs
@@ -336,7 +336,7 @@ mypy-boto3-ecs==1.40.0
     # via boto3-stubs
 mypy-boto3-efs==1.40.0
     # via boto3-stubs
-mypy-boto3-eks==1.40.0
+mypy-boto3-eks==1.40.3
     # via boto3-stubs
 mypy-boto3-elasticache==1.40.0
     # via boto3-stubs
@@ -358,7 +358,7 @@ mypy-boto3-fis==1.40.0
     # via boto3-stubs
 mypy-boto3-glacier==1.40.0
     # via boto3-stubs
-mypy-boto3-glue==1.40.0
+mypy-boto3-glue==1.40.5
     # via boto3-stubs
 mypy-boto3-iam==1.40.0
     # via boto3-stubs
@@ -366,7 +366,7 @@ mypy-boto3-identitystore==1.40.0
     # via boto3-stubs
 mypy-boto3-iot==1.40.0
     # via boto3-stubs
-mypy-boto3-iot-data==1.40.0
+mypy-boto3-iot-data==1.40.6
     # via boto3-stubs
 mypy-boto3-iotanalytics==1.40.0
     # via boto3-stubs
@@ -384,7 +384,7 @@ mypy-boto3-kms==1.40.0
     # via boto3-stubs
 mypy-boto3-lakeformation==1.40.0
     # via boto3-stubs
-mypy-boto3-lambda==1.40.0
+mypy-boto3-lambda==1.40.7
     # via boto3-stubs
 mypy-boto3-logs==1.40.0
     # via boto3-stubs
@@ -414,7 +414,7 @@ mypy-boto3-qldb==1.40.0
     # via boto3-stubs
 mypy-boto3-qldb-session==1.40.0
     # via boto3-stubs
-mypy-boto3-rds==1.40.0
+mypy-boto3-rds==1.40.3
     # via boto3-stubs
 mypy-boto3-rds-data==1.40.0
     # via boto3-stubs
@@ -434,7 +434,7 @@ mypy-boto3-s3==1.40.0
     # via boto3-stubs
 mypy-boto3-s3control==1.40.0
     # via boto3-stubs
-mypy-boto3-sagemaker==1.40.2
+mypy-boto3-sagemaker==1.40.6
     # via boto3-stubs
 mypy-boto3-sagemaker-runtime==1.40.0
     # via boto3-stubs
@@ -454,7 +454,7 @@ mypy-boto3-sqs==1.40.0
     # via boto3-stubs
 mypy-boto3-ssm==1.40.0
     # via boto3-stubs
-mypy-boto3-sso-admin==1.40.0
+mypy-boto3-sso-admin==1.40.7
     # via boto3-stubs
 mypy-boto3-stepfunctions==1.40.0
     # via boto3-stubs
@@ -464,7 +464,7 @@ mypy-boto3-timestream-query==1.40.0
     # via boto3-stubs
 mypy-boto3-timestream-write==1.40.0
     # via boto3-stubs
-mypy-boto3-transcribe==1.40.0
+mypy-boto3-transcribe==1.40.6
     # via boto3-stubs
 mypy-boto3-verifiedpermissions==1.40.0
     # via boto3-stubs
@@ -527,7 +527,7 @@ ply==3.11
     #   jsonpath-ng
     #   jsonpath-rw
     #   pandoc
-pre-commit==4.2.0
+pre-commit==4.3.0
     # via localstack-core
 priority==1.3.0
     # via
@@ -559,7 +559,7 @@ pygments==2.19.2
     # via
     #   pytest
     #   rich
-pymongo==4.13.2
+pymongo==4.14.0
     # via localstack-core
 pyopenssl==25.1.0
     # via
@@ -629,7 +629,7 @@ requests==2.32.4
     #   rolo
 requests-aws4auth==1.3.1
     # via localstack-core
-responses==0.25.7
+responses==0.25.8
     # via moto-ext
 rfc3339-validator==0.1.4
     # via openapi-schema-validator
@@ -639,7 +639,7 @@ rich==14.1.0
     #   localstack-core (pyproject.toml)
 rolo==0.7.6
     # via localstack-core
-rpds-py==0.26.0
+rpds-py==0.27.0
     # via
     #   jsonschema
     #   referencing
@@ -647,7 +647,7 @@ rsa==4.7.2
     # via awscli
 rstr==3.2.2
     # via localstack-core
-ruff==0.12.7
+ruff==0.12.8
     # via localstack-core
 s3transfer==0.13.1
     # via
@@ -812,7 +812,7 @@ urllib3==2.5.0
     #   opensearch-py
     #   requests
     #   responses
-virtualenv==20.33.0
+virtualenv==20.33.1
     # via pre-commit
 websocket-client==1.8.0
     # via localstack-core

From 1a3a1ce5c87896b74327658cd0dd703e8357e359 Mon Sep 17 00:00:00 2001
From: Giovanni Grano <me@giograno.com>
Date: Tue, 12 Aug 2025 09:51:30 +0200
Subject: [PATCH 093/697] Re-enabling ruff rule C408 (#12969)

---
 .../localstack/aws/handlers/service.py        |  4 +--
 localstack-core/localstack/aws/mocking.py     |  2 +-
 .../localstack/aws/protocol/serializer.py     |  2 +-
 localstack-core/localstack/config.py          |  2 +-
 .../localstack/dev/run/__main__.py            |  2 +-
 .../cloudformation/engine/entities.py         |  2 +-
 .../cloudformation/engine/parameters.py       |  2 +-
 .../engine/v2/change_set_model.py             | 32 +++++++++----------
 .../engine/v2/change_set_model_describer.py   |  2 +-
 .../engine/v2/change_set_model_executor.py    |  6 ++--
 .../engine/v2/change_set_model_preproc.py     | 32 +++++++++----------
 .../engine/v2/change_set_model_transform.py   |  6 ++--
 .../engine/v2/change_set_model_validator.py   |  2 +-
 .../cloudformation/scaffolding/__main__.py    | 10 +++---
 .../services/cloudformation/stores.py         |  2 +-
 .../services/cloudformation/v2/provider.py    |  6 ++--
 .../localstack/services/lambda_/api_utils.py  |  2 +-
 .../invocation/docker_runtime_executor.py     |  2 +-
 .../localstack/services/lambda_/provider.py   |  2 +-
 .../services/secretsmanager/provider.py       |  2 +-
 .../localstack/services/sqs/provider.py       |  2 +-
 .../component/common/assign/assign_decl.py    |  2 +-
 .../common/assign/assign_decl_binding.py      |  2 +-
 .../assign/assign_template_value_array.py     |  2 +-
 .../assign/assign_template_value_object.py    |  2 +-
 .../error_name/states_error_name_type.py      |  2 +-
 .../jsonata/jsonata_template_value_array.py   |  2 +-
 .../jsonata/jsonata_template_value_object.py  |  2 +-
 .../asl/component/common/path/input_path.py   |  2 +-
 .../asl/component/common/path/output_path.py  |  2 +-
 .../payloadvalue/payloadarr/payload_arr.py    |  2 +-
 .../payloadvalue/payloadtmpl/payload_tmpl.py  |  2 +-
 .../common/string/string_expression.py        |  2 +-
 .../component/intrinsic/argument/argument.py  |  2 +-
 .../statesfunction/array/array_partition.py   |  2 +-
 .../statesfunction/generic/string_format.py   |  2 +-
 .../statesfunction/states_function_array.py   |  2 +-
 .../statesfunction/states_function_format.py  |  2 +-
 .../asl/component/intrinsic/jsonata.py        |  2 +-
 .../asl/component/program/program.py          |  2 +-
 .../asl/component/program/states.py           |  2 +-
 .../state/state_execution/execute_state.py    |  2 +-
 .../state_map/item_reader/item_reader_decl.py |  2 +-
 .../resource_output_transformer_csv.py        |  4 +--
 .../state_parallel/branches_decl.py           |  6 ++--
 .../state_task/lambda_eval_utils.py           |  2 +-
 .../service/state_task_service_api_gateway.py |  6 ++--
 .../service/state_task_service_aws_sdk.py     |  2 +-
 .../service/state_task_service_batch.py       |  4 +--
 .../state_execution/state_task/state_task.py  |  2 +-
 .../stepfunctions/asl/eval/environment.py     | 12 +++----
 .../asl/eval/event/event_manager.py           |  2 +-
 .../services/stepfunctions/asl/eval/states.py |  2 +-
 .../stepfunctions/asl/eval/variable_store.py  |  6 ++--
 .../stepfunctions/asl/jsonata/jsonata.py      |  2 +-
 .../stepfunctions/asl/parse/asl_parser.py     |  2 +-
 .../asl/parse/intrinsic/preprocessor.py       |  2 +-
 .../stepfunctions/asl/parse/preprocessor.py   | 28 ++++++++--------
 ...ariable_names_intrinsic_static_analyser.py |  2 +-
 .../variable_references_static_analyser.py    |  4 +--
 .../services/stepfunctions/backend/alias.py   |  4 +--
 .../stepfunctions/backend/execution.py        |  4 +--
 .../stepfunctions/backend/state_machine.py    |  4 +--
 .../stepfunctions/mocking/mock_config.py      |  8 ++---
 .../services/stepfunctions/provider.py        | 14 ++++----
 .../testing/pytest/cloudformation/fixtures.py |  8 ++---
 .../localstack/testing/pytest/fixtures.py     |  4 +--
 .../localstack/testing/pytest/marking.py      |  2 +-
 .../testing/pytest/stepfunctions/fixtures.py  |  8 ++---
 .../testing/pytest/stepfunctions/utils.py     | 12 +++----
 .../utils/analytics/metrics/counter.py        |  6 ++--
 .../utils/analytics/metrics/registry.py       |  2 +-
 localstack-core/localstack/utils/scheduler.py |  4 +--
 localstack-core/localstack/utils/testutil.py  |  2 +-
 pyproject.toml                                |  1 -
 scripts/gather_outdated_snapshots.py          |  2 +-
 .../aws/scenario/kinesis_firehose/conftest.py |  2 +-
 .../test_change_set_global_macros.py          |  8 ++---
 .../services/cloudwatch/test_cloudwatch.py    | 14 +++++---
 tests/aws/services/firehose/conftest.py       |  2 +-
 tests/aws/services/firehose/test_firehose.py  |  2 +-
 ...test_lambda_integration_dynamodbstreams.py | 10 +++---
 .../services/s3/test_s3_notifications_sns.py  | 14 ++++----
 .../services/s3/test_s3_notifications_sqs.py  |  6 ++--
 .../secretsmanager/test_secretsmanager.py     |  2 +-
 .../mocked_service_integrations.py            |  2 +-
 .../templates/template_loader.py              |  2 +-
 .../stepfunctions/v2/base/test_base.py        |  2 +-
 .../v2/callback/test_callback.py              |  2 +-
 .../v2/choice_operators/utils.py              |  2 +-
 .../v2/error_handling/test_states_errors.py   |  2 +-
 .../v2/intrinsic_functions/test_array.py      |  8 ++---
 .../intrinsic_functions/test_array_jsonata.py |  4 +--
 .../v2/intrinsic_functions/test_generic.py    |  2 +-
 .../test_json_manipulation.py                 |  2 +-
 .../test_math_operations.py                   |  2 +-
 .../stepfunctions/v2/logs/test_logs.py        |  2 +-
 .../v2/scenarios/test_base_scenarios.py       |  6 ++--
 .../v2/services/test_aws_sdk_task_service.py  |  2 +-
 .../services/stepfunctions/v2/test_sfn_api.py | 12 +++----
 .../stepfunctions/v2/test_sfn_api_aliasing.py |  6 ++--
 .../stepfunctions/v2/test_sfn_api_express.py  |  2 +-
 .../stepfunctions/v2/test_sfn_api_logs.py     |  2 +-
 .../v2/test_sfn_api_versioning.py             |  2 +-
 tests/unit/utils/analytics/test_metrics.py    |  2 +-
 tests/unit/utils/test_scheduler.py            |  4 +--
 106 files changed, 237 insertions(+), 234 deletions(-)

diff --git a/localstack-core/localstack/aws/handlers/service.py b/localstack-core/localstack/aws/handlers/service.py
index 906265a603d54..295e7ffa3bb90 100644
--- a/localstack-core/localstack/aws/handlers/service.py
+++ b/localstack-core/localstack/aws/handlers/service.py
@@ -52,7 +52,7 @@ class ServiceRequestParser(Handler):
     parsers: dict[str, RequestParser]
 
     def __init__(self):
-        self.parsers = dict()
+        self.parsers = {}
 
     def __call__(self, chain: HandlerChain, context: RequestContext, response: Response):
         # determine service
@@ -92,7 +92,7 @@ class ServiceRequestRouter(Handler):
     handlers: dict[ServiceOperation, Handler]
 
     def __init__(self):
-        self.handlers = dict()
+        self.handlers = {}
 
     def __call__(self, chain: HandlerChain, context: RequestContext, response: Response):
         if not context.service:
diff --git a/localstack-core/localstack/aws/mocking.py b/localstack-core/localstack/aws/mocking.py
index 5492576348c51..7a6319709115d 100644
--- a/localstack-core/localstack/aws/mocking.py
+++ b/localstack-core/localstack/aws/mocking.py
@@ -99,7 +99,7 @@ def shape_graph(root: Shape) -> ShapeGraph:
     graph.root = root
     populate_graph(graph, root)
 
-    cycles = list()
+    cycles = []
     shapes = set()
     for node in graph.nodes:
         try:
diff --git a/localstack-core/localstack/aws/protocol/serializer.py b/localstack-core/localstack/aws/protocol/serializer.py
index 2c5251010edea..5fb60d4319c5b 100644
--- a/localstack-core/localstack/aws/protocol/serializer.py
+++ b/localstack-core/localstack/aws/protocol/serializer.py
@@ -1215,7 +1215,7 @@ def _serialize_error(
         mime_type: str,
         request_id: str,
     ) -> None:
-        body = dict()
+        body = {}
 
         # TODO implement different service-specific serializer configurations
         #   - currently we set both, the `__type` member as well as the `X-Amzn-Errortype` header
diff --git a/localstack-core/localstack/config.py b/localstack-core/localstack/config.py
index 5d272c9438907..f9022f2231d6e 100644
--- a/localstack-core/localstack/config.py
+++ b/localstack-core/localstack/config.py
@@ -660,7 +660,7 @@ def _ensure_unique(self):
         if len(self) <= 1:
             return
 
-        unique: list[HostAndPort] = list()
+        unique: list[HostAndPort] = []
 
         # Build a dictionary of hosts by port
         hosts_by_port: dict[int, list[str]] = defaultdict(list)
diff --git a/localstack-core/localstack/dev/run/__main__.py b/localstack-core/localstack/dev/run/__main__.py
index e3bb8f163ae46..ae6ad89e04c8d 100644
--- a/localstack-core/localstack/dev/run/__main__.py
+++ b/localstack-core/localstack/dev/run/__main__.py
@@ -266,7 +266,7 @@ def run(
             remove=True,
             interactive=True,
             tty=True,
-            env_vars=dict(),
+            env_vars={},
             volumes=VolumeMappings(),
             ports=PortMappings(),
             network=network,
diff --git a/localstack-core/localstack/services/cloudformation/engine/entities.py b/localstack-core/localstack/services/cloudformation/engine/entities.py
index 28ac705fafec6..71265370eeb25 100644
--- a/localstack-core/localstack/services/cloudformation/engine/entities.py
+++ b/localstack-core/localstack/services/cloudformation/engine/entities.py
@@ -93,7 +93,7 @@ def __init__(
         if template is None:
             template = {}
 
-        self.resolved_outputs = list()  # TODO
+        self.resolved_outputs = []  # TODO
         self.resolved_parameters: dict[str, StackParameter] = {}
         self.resolved_conditions: dict[str, bool] = {}
 
diff --git a/localstack-core/localstack/services/cloudformation/engine/parameters.py b/localstack-core/localstack/services/cloudformation/engine/parameters.py
index cb5b650bca6c7..024c5e4a54150 100644
--- a/localstack-core/localstack/services/cloudformation/engine/parameters.py
+++ b/localstack-core/localstack/services/cloudformation/engine/parameters.py
@@ -76,7 +76,7 @@ def resolve_parameters(
     :param old_parameters: The old parameters from the previous stack deployment, if available
     :return: a copy of new_parameters with resolved values
     """
-    resolved_parameters = dict()
+    resolved_parameters = {}
 
     # populate values for every parameter declared in the template
     for pm in parameter_declarations.values():
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py
index 3a3cdd4e6c9ef..3eb0dc1ee67e7 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py
@@ -174,8 +174,8 @@ def __init__(
         node_template: NodeTemplate,
     ):
         self.node_template = node_template
-        self.before_runtime_cache = dict()
-        self.after_runtime_cache = dict()
+        self.before_runtime_cache = {}
+        self.after_runtime_cache = {}
 
 
 class NodeTemplate(ChangeSetNode):
@@ -555,7 +555,7 @@ def __init__(
         self._after_template = after_template or Nothing
         self._before_parameters = before_parameters or Nothing
         self._after_parameters = after_parameters or Nothing
-        self._visited_scopes = dict()
+        self._visited_scopes = {}
         # TODO: move this modeling process to the `get_update_model` method as constructors shouldn't do work
         self._node_template = self._model(
             before_template=self._before_template, after_template=self._after_template
@@ -767,7 +767,7 @@ def _resolve_requires_replacement(
     def _visit_array(
         self, scope: Scope, before_array: Maybe[list], after_array: Maybe[list]
     ) -> NodeArray:
-        array: list[ChangeSetEntity] = list()
+        array: list[ChangeSetEntity] = []
         for index, (before_value, after_value) in enumerate(
             zip_longest(before_array, after_array, fillvalue=Nothing)
         ):
@@ -786,7 +786,7 @@ def _visit_object(
         if isinstance(node_object, NodeObject):
             return node_object
         binding_names = self._safe_keys_of(before_object, after_object)
-        bindings: dict[str, ChangeSetEntity] = dict()
+        bindings: dict[str, ChangeSetEntity] = {}
         for binding_name in binding_names:
             binding_scope, (before_value, after_value) = self._safe_access_in(
                 scope, binding_name, before_object, after_object
@@ -888,7 +888,7 @@ def _visit_properties(
         if isinstance(node_properties, NodeProperties):
             return node_properties
         property_names: list[str] = self._safe_keys_of(before_properties, after_properties)
-        properties: list[NodeProperty] = list()
+        properties: list[NodeProperty] = []
         for property_name in property_names:
             property_scope, (before_property, after_property) = self._safe_access_in(
                 scope, property_name, before_properties, after_properties
@@ -1027,7 +1027,7 @@ def _visit_resources(
         self, scope: Scope, before_resources: Maybe[dict], after_resources: Maybe[dict]
     ) -> NodeResources:
         # TODO: investigate type changes behavior.
-        resources: list[NodeResource] = list()
+        resources: list[NodeResource] = []
         resource_names = self._safe_keys_of(before_resources, after_resources)
         for resource_name in resource_names:
             resource_scope, (before_resource, after_resource) = self._safe_access_in(
@@ -1053,7 +1053,7 @@ def _visit_mapping(
     def _visit_mappings(
         self, scope: Scope, before_mappings: Maybe[dict], after_mappings: Maybe[dict]
     ) -> NodeMappings:
-        mappings: list[NodeMapping] = list()
+        mappings: list[NodeMapping] = []
         mapping_names = self._safe_keys_of(before_mappings, after_mappings)
         for mapping_name in mapping_names:
             scope_mapping, (before_mapping, after_mapping) = self._safe_access_in(
@@ -1131,7 +1131,7 @@ def _visit_parameters(
         if isinstance(node_parameters, NodeParameters):
             return node_parameters
         parameter_names: list[str] = self._safe_keys_of(before_parameters, after_parameters)
-        parameters: list[NodeParameter] = list()
+        parameters: list[NodeParameter] = []
         for parameter_name in parameter_names:
             parameter_scope, (before_parameter, after_parameter) = self._safe_access_in(
                 scope, parameter_name, before_parameters, after_parameters
@@ -1201,7 +1201,7 @@ def _visit_conditions(
         if isinstance(node_conditions, NodeConditions):
             return node_conditions
         condition_names: list[str] = self._safe_keys_of(before_conditions, after_conditions)
-        conditions: list[NodeCondition] = list()
+        conditions: list[NodeCondition] = []
         for condition_name in condition_names:
             condition_scope, (before_condition, after_condition) = self._safe_access_in(
                 scope, condition_name, before_conditions, after_conditions
@@ -1253,7 +1253,7 @@ def _visit_output(
     def _visit_outputs(
         self, scope: Scope, before_outputs: Maybe[dict], after_outputs: Maybe[dict]
     ) -> NodeOutputs:
-        outputs: list[NodeOutput] = list()
+        outputs: list[NodeOutput] = []
         output_names: list[str] = self._safe_keys_of(before_outputs, after_outputs)
         for output_name in output_names:
             scope_output, (before_output, after_output) = self._safe_access_in(
@@ -1300,7 +1300,7 @@ def _normalise_transformer_value(value: Maybe[str | list[Any]]) -> Maybe[list[An
         elif isinstance(value, str):
             value = [NormalisedGlobalTransformDefinition(Name=value, Parameters=Nothing)]
         elif isinstance(value, list):
-            tmp_value = list()
+            tmp_value = []
             for item in value:
                 if isinstance(item, str):
                     tmp_value.append(
@@ -1324,7 +1324,7 @@ def _visit_transform(
     ) -> NodeTransform:
         before_transform_normalised = self._normalise_transformer_value(before_transform)
         after_transform_normalised = self._normalise_transformer_value(after_transform)
-        global_transforms = list()
+        global_transforms = []
         for index, (before_global_transform, after_global_transform) in enumerate(
             zip_longest(before_transform_normalised, after_transform_normalised, fillvalue=Nothing)
         ):
@@ -1405,8 +1405,8 @@ def _retrieve_condition_if_exists(self, condition_name: str) -> Maybe[NodeCondit
         conditions_scope, (before_conditions, after_conditions) = self._safe_access_in(
             Scope(), ConditionsKey, self._before_template, self._after_template
         )
-        before_conditions = before_conditions or dict()
-        after_conditions = after_conditions or dict()
+        before_conditions = before_conditions or {}
+        after_conditions = after_conditions or {}
         if condition_name in before_conditions or condition_name in after_conditions:
             condition_scope, (before_condition, after_condition) = self._safe_access_in(
                 conditions_scope, condition_name, before_conditions, after_conditions
@@ -1476,7 +1476,7 @@ def _is_intrinsic_function_name(function_name: str) -> bool:
 
     @staticmethod
     def _safe_access_in(scope: Scope, key: str, *objects: Maybe[dict]) -> tuple[Scope, Maybe[Any]]:
-        results = list()
+        results = []
         for obj in objects:
             if not isinstance(obj, (dict, NothingType)):
                 raise RuntimeError(f"Invalid definition type at '{obj}'")
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_describer.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_describer.py
index 3055672975d49..19b341d7316a1 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_describer.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_describer.py
@@ -35,7 +35,7 @@ def __init__(
     ):
         super().__init__(change_set=change_set)
         self._include_property_values = include_property_values
-        self._changes = list()
+        self._changes = []
 
     def get_changes(self) -> cfn_api.Changes:
         self._changes.clear()
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py
index 7fbe1682df3c1..39f6a46dd2dd2 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py
@@ -66,9 +66,9 @@ class ChangeSetModelExecutor(ChangeSetModelPreproc):
 
     def __init__(self, change_set: ChangeSet):
         super().__init__(change_set=change_set)
-        self.resources = dict()
+        self.resources = {}
         self.outputs = []
-        self._deferred_actions = list()
+        self._deferred_actions = []
         self.resource_provider_executor = ResourceProviderExecutor(
             stack_name=change_set.stack.stack_name,
             stack_id=change_set.stack.stack_id,
@@ -205,7 +205,7 @@ def visit_node_resource(
             # references or other downstream operations.
             if not is_nothing(before):
                 before_logical_id = delta.before.logical_id
-                before_resource = self._before_resolved_resources.get(before_logical_id, dict())
+                before_resource = self._before_resolved_resources.get(before_logical_id, {})
                 self.resources[before_logical_id] = before_resource
 
         # Update the latest version of this resource for downstream references.
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
index e1f93840f8656..e49cdc32be98e 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
@@ -186,8 +186,8 @@ class ChangeSetModelPreproc(ChangeSetModelVisitor):
     def __init__(self, change_set: ChangeSet):
         self._change_set = change_set
         self._before_resolved_resources = change_set.stack.resolved_resources
-        self._before_cache = dict()
-        self._after_cache = dict()
+        self._before_cache = {}
+        self._after_cache = {}
 
     def _setup_runtime_cache(self) -> None:
         runtime_cache_key = self.__class__.__name__
@@ -259,7 +259,7 @@ def _deployed_property_value_of(
             raise RuntimeError(
                 f"No deployed instances of resource '{resource_logical_id}' were found"
             )
-        properties = resolved_resource.get("Properties", dict())
+        properties = resolved_resource.get("Properties", {})
         # support structured properties, e.g. NestedStack.Outputs.OutputName
         property_value: Any | None = get_value_from_path(properties, property_name)
 
@@ -480,8 +480,8 @@ def visit_node_divergence(self, node_divergence: NodeDivergence) -> PreprocEntit
 
     def visit_node_object(self, node_object: NodeObject) -> PreprocEntityDelta:
         node_change_type = node_object.change_type
-        before = dict() if node_change_type != ChangeType.CREATED else Nothing
-        after = dict() if node_change_type != ChangeType.REMOVED else Nothing
+        before = {} if node_change_type != ChangeType.CREATED else Nothing
+        after = {} if node_change_type != ChangeType.REMOVED else Nothing
         for name, change_set_entity in node_object.bindings.items():
             delta: PreprocEntityDelta = self.visit(change_set_entity=change_set_entity)
             delta_before = delta.before
@@ -650,7 +650,7 @@ def _compute_sub(args: str | list[Any], select_before: bool) -> str:
             sub_parameters: dict
             if isinstance(args, str):
                 string_template = args
-                sub_parameters = dict()
+                sub_parameters = {}
             elif (
                 isinstance(args, list)
                 and len(args) == 2
@@ -757,7 +757,7 @@ def _compute_fn_join(args: list[Any]) -> str | NothingType:
                 if values == "":
                     return ""
                 raise RuntimeError(f"Invalid arguments list definition for Fn::Join: '{args}'")
-            str_values: list[str] = list()
+            str_values: list[str] = []
             for value in values:
                 if value is None:
                     continue
@@ -898,8 +898,8 @@ def visit_node_mapping(self, node_mapping: NodeMapping) -> PreprocEntityDelta:
     def visit_node_parameters(
         self, node_parameters: NodeParameters
     ) -> PreprocEntityDelta[dict[str, Any], dict[str, Any]]:
-        before_parameters = dict()
-        after_parameters = dict()
+        before_parameters = {}
+        after_parameters = {}
         for parameter in node_parameters.parameters:
             parameter_delta = self.visit(parameter)
             parameter_before = parameter_delta.before
@@ -945,7 +945,7 @@ def _resource_physical_resource_id_from(
         self, logical_resource_id: str, resolved_resources: dict
     ) -> str:
         # TODO: typing around resolved resources is needed and should be reflected here.
-        resolved_resource = resolved_resources.get(logical_resource_id, dict())
+        resolved_resource = resolved_resources.get(logical_resource_id, {})
         physical_resource_id: str | None = resolved_resource.get("PhysicalResourceId")
         if not isinstance(physical_resource_id, str):
             raise RuntimeError(f"No PhysicalResourceId found for resource '{logical_resource_id}'")
@@ -1001,8 +1001,8 @@ def _delta_of_condition(name: str) -> PreprocEntityDelta:
 
     def visit_node_array(self, node_array: NodeArray) -> PreprocEntityDelta:
         node_change_type = node_array.change_type
-        before = list() if node_change_type != ChangeType.CREATED else Nothing
-        after = list() if node_change_type != ChangeType.REMOVED else Nothing
+        before = [] if node_change_type != ChangeType.CREATED else Nothing
+        after = [] if node_change_type != ChangeType.REMOVED else Nothing
         for change_set_entity in node_array.array:
             delta: PreprocEntityDelta = self.visit(change_set_entity=change_set_entity)
             delta_before = delta.before
@@ -1036,8 +1036,8 @@ def visit_node_properties(
         self, node_properties: NodeProperties
     ) -> PreprocEntityDelta[PreprocProperties, PreprocProperties]:
         node_change_type = node_properties.change_type
-        before_bindings = dict() if node_change_type != ChangeType.CREATED else Nothing
-        after_bindings = dict() if node_change_type != ChangeType.REMOVED else Nothing
+        before_bindings = {} if node_change_type != ChangeType.CREATED else Nothing
+        after_bindings = {} if node_change_type != ChangeType.REMOVED else Nothing
         for node_property in node_properties.properties:
             property_name = node_property.name
             delta = self.visit(node_property)
@@ -1184,8 +1184,8 @@ def visit_node_output(
     def visit_node_outputs(
         self, node_outputs: NodeOutputs
     ) -> PreprocEntityDelta[list[PreprocOutput], list[PreprocOutput]]:
-        before: list[PreprocOutput] = list()
-        after: list[PreprocOutput] = list()
+        before: list[PreprocOutput] = []
+        after: list[PreprocOutput] = []
         for node_output in node_outputs.outputs:
             output_delta: PreprocEntityDelta[PreprocOutput, PreprocOutput] = self.visit(node_output)
             output_before = output_delta.before
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_transform.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_transform.py
index 73deb71bf9bae..04499c0724a56 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_transform.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_transform.py
@@ -184,7 +184,7 @@ def _apply_global_macro_transformation(
         macro = macros_store.get(macro_name)
         if macro is None:
             raise RuntimeError(f"No definitions for global transform '{macro_name}'")
-        transformation_parameters = global_transform.parameters or dict()
+        transformation_parameters = global_transform.parameters or {}
         transformed_template = execute_macro(
             account_id,
             region_name,
@@ -298,8 +298,8 @@ def visit_node_transform(
         self, node_transform: NodeTransform
     ) -> PreprocEntityDelta[list[GlobalTransform], list[GlobalTransform]]:
         change_type = node_transform.change_type
-        before = list() if change_type != ChangeType.CREATED else Nothing
-        after = list() if change_type != ChangeType.REMOVED else Nothing
+        before = [] if change_type != ChangeType.CREATED else Nothing
+        after = [] if change_type != ChangeType.REMOVED else Nothing
         for change_set_entity in node_transform.global_transforms:
             delta: PreprocEntityDelta[GlobalTransform, GlobalTransform] = self.visit(
                 change_set_entity=change_set_entity
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_validator.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_validator.py
index e8248d05e39f6..903638b7c571a 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_validator.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_validator.py
@@ -50,7 +50,7 @@ def _compute_sub(args: str | list[Any], select_before: bool) -> str:
             sub_parameters: dict
             if isinstance(args, str):
                 string_template = args
-                sub_parameters = dict()
+                sub_parameters = {}
             elif (
                 isinstance(args, list)
                 and len(args) == 2
diff --git a/localstack-core/localstack/services/cloudformation/scaffolding/__main__.py b/localstack-core/localstack/services/cloudformation/scaffolding/__main__.py
index c199fc3515ef7..2ea55f0493542 100644
--- a/localstack-core/localstack/services/cloudformation/scaffolding/__main__.py
+++ b/localstack-core/localstack/services/cloudformation/scaffolding/__main__.py
@@ -267,11 +267,11 @@ def render(
             # FileType.cloudcontrol_test: "test_cloudcontrol_template.py.j2",
             FileType.parity_test: "test_parity_template.py.j2",
         }
-        kwargs = dict(
-            name=resource_name.full_name,  # AWS::SNS::Topic
-            resource=resource_name.provider_name(),  # SNSTopic
-            scaffolding_version=f"v{SCAFFOLDING_VERSION}",
-        )
+        kwargs = {
+            "name": resource_name.full_name,  # AWS::SNS::Topic
+            "resource": resource_name.provider_name(),  # SNSTopic
+            "scaffolding_version": f"v{SCAFFOLDING_VERSION}",
+        }
         # TODO: we might want to segregate each provider in its own directory
         # e.g. .../resource_providers/aws_iam_role/test_X.py vs. .../resource_providers/iam/test_X.py
         # add extra parameters
diff --git a/localstack-core/localstack/services/cloudformation/stores.py b/localstack-core/localstack/services/cloudformation/stores.py
index 697595e86b214..994c277c76305 100644
--- a/localstack-core/localstack/services/cloudformation/stores.py
+++ b/localstack-core/localstack/services/cloudformation/stores.py
@@ -52,7 +52,7 @@ def exports(self) -> dict[str, Export]:
 
     @property
     def exports_v2(self) -> dict[str, Export]:
-        exports = dict()
+        exports = {}
         stacks_v2 = self.stacks_v2.values()
         for stack in stacks_v2:
             if stack.status == StackStatus.DELETE_COMPLETE:
diff --git a/localstack-core/localstack/services/cloudformation/v2/provider.py b/localstack-core/localstack/services/cloudformation/v2/provider.py
index 96802c7a395d4..916172e251ec8 100644
--- a/localstack-core/localstack/services/cloudformation/v2/provider.py
+++ b/localstack-core/localstack/services/cloudformation/v2/provider.py
@@ -423,7 +423,7 @@ def create_change_set(
         #  The options might be reduce to using the current style, or passing the extra information
         #  as a metadata object. The choice should be made considering when the extra information
         #  is needed for the update graph building, or only looked up in downstream tasks (metadata).
-        request_parameters = request.get("Parameters", list())
+        request_parameters = request.get("Parameters", [])
         # TODO: handle parameter defaults and resolution
         after_parameters = self._extract_after_parameters(request_parameters, before_parameters)
 
@@ -707,7 +707,7 @@ def create_stack(self, context: RequestContext, request: CreateStackInput) -> Cr
         #  The options might be reduce to using the current style, or passing the extra information
         #  as a metadata object. The choice should be made considering when the extra information
         #  is needed for the update graph building, or only looked up in downstream tasks (metadata).
-        request_parameters = request.get("Parameters", list())
+        request_parameters = request.get("Parameters", [])
         # TODO: handle parameter defaults and resolution
         after_parameters = self._extract_after_parameters(request_parameters)
         after_template = structured_template
@@ -1328,7 +1328,7 @@ def update_stack(
         #  The options might be reduce to using the current style, or passing the extra information
         #  as a metadata object. The choice should be made considering when the extra information
         #  is needed for the update graph building, or only looked up in downstream tasks (metadata).
-        request_parameters = request.get("Parameters", list())
+        request_parameters = request.get("Parameters", [])
         # TODO: handle parameter defaults and resolution
         after_parameters = self._extract_after_parameters(request_parameters, before_parameters)
 
diff --git a/localstack-core/localstack/services/lambda_/api_utils.py b/localstack-core/localstack/services/lambda_/api_utils.py
index 661d665fa9b81..4e176d676e710 100644
--- a/localstack-core/localstack/services/lambda_/api_utils.py
+++ b/localstack-core/localstack/services/lambda_/api_utils.py
@@ -377,7 +377,7 @@ def build_statement(
             Type="User",
         )
 
-    condition = dict()
+    condition = {}
     if auth_type:
         update = {"StringEquals": {"lambda:FunctionUrlAuthType": auth_type}}
         condition = merge_recursive(condition, update)
diff --git a/localstack-core/localstack/services/lambda_/invocation/docker_runtime_executor.py b/localstack-core/localstack/services/lambda_/invocation/docker_runtime_executor.py
index a3f718093b5c0..83197864480ee 100644
--- a/localstack-core/localstack/services/lambda_/invocation/docker_runtime_executor.py
+++ b/localstack-core/localstack/services/lambda_/invocation/docker_runtime_executor.py
@@ -146,7 +146,7 @@ class RuntimeImageResolver:
     def __init__(
         self, default_resolve_fn: Callable[[Runtime], str] = get_default_image_for_runtime
     ):
-        self._mapping = dict()
+        self._mapping = {}
         self._default_resolve_fn = default_resolve_fn
 
     def _resolve(self, runtime: Runtime, custom_image_mapping: str = "") -> str:
diff --git a/localstack-core/localstack/services/lambda_/provider.py b/localstack-core/localstack/services/lambda_/provider.py
index ef5c72d013db6..b8a32707619fe 100644
--- a/localstack-core/localstack/services/lambda_/provider.py
+++ b/localstack-core/localstack/services/lambda_/provider.py
@@ -709,7 +709,7 @@ def _validate_layers(self, new_layers: list[str], region: str, account_id: str):
                 "Cannot reference more than 5 layers.", Type="User"
             )
 
-        visited_layers = dict()
+        visited_layers = {}
         for layer_version_arn in new_layers:
             (
                 layer_region,
diff --git a/localstack-core/localstack/services/secretsmanager/provider.py b/localstack-core/localstack/services/secretsmanager/provider.py
index 74737014b2a05..e57a0d6b3d8f6 100644
--- a/localstack-core/localstack/services/secretsmanager/provider.py
+++ b/localstack-core/localstack/services/secretsmanager/provider.py
@@ -521,7 +521,7 @@ def moto_smb_list_secret_version_ids(
     secret = self.secrets[secret_id]
 
     # Patch: output format, report exact createdate instead of current time.
-    versions: list[SecretVersionsListEntry] = list()
+    versions: list[SecretVersionsListEntry] = []
     for version_id, version in secret.versions.items():
         version_stages = version["version_stages"]
         # Patch: include deprecated versions if include_deprecated is True.
diff --git a/localstack-core/localstack/services/sqs/provider.py b/localstack-core/localstack/services/sqs/provider.py
index 80e3262b5d0ac..521aba382e8ed 100644
--- a/localstack-core/localstack/services/sqs/provider.py
+++ b/localstack-core/localstack/services/sqs/provider.py
@@ -461,7 +461,7 @@ class MessageMoveTaskManager:
     def __init__(self, stores: AccountRegionBundle[SqsStore] = None) -> None:
         self.stores = stores or sqs_stores
         self.mutex = threading.RLock()
-        self.move_tasks: dict[str, MessageMoveTask] = dict()
+        self.move_tasks: dict[str, MessageMoveTask] = {}
         self.executor = ThreadPoolExecutor(max_workers=100, thread_name_prefix="sqs-move-message")
 
     def submit(self, move_task: MessageMoveTask):
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/common/assign/assign_decl.py b/localstack-core/localstack/services/stepfunctions/asl/component/common/assign/assign_decl.py
index 494fb10db595d..326a3d468d35f 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/common/assign/assign_decl.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/common/assign/assign_decl.py
@@ -15,7 +15,7 @@ def __init__(self, declaration_bindings: list[AssignDeclBinding]):
         self.declaration_bindings = declaration_bindings
 
     def _eval_body(self, env: Environment) -> None:
-        declarations: dict[str, Any] = dict()
+        declarations: dict[str, Any] = {}
         for declaration_binding in self.declaration_bindings:
             declaration_binding.eval(env=env)
             binding: dict[str, Any] = env.stack.pop()
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/common/assign/assign_decl_binding.py b/localstack-core/localstack/services/stepfunctions/asl/component/common/assign/assign_decl_binding.py
index 8695bfea82678..cbe48103785ba 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/common/assign/assign_decl_binding.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/common/assign/assign_decl_binding.py
@@ -15,5 +15,5 @@ def __init__(self, binding: AssignTemplateBinding):
         self.binding = binding
 
     def _eval_body(self, env: Environment) -> None:
-        env.stack.append(dict())
+        env.stack.append({})
         self.binding.eval(env=env)
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/common/assign/assign_template_value_array.py b/localstack-core/localstack/services/stepfunctions/asl/component/common/assign/assign_template_value_array.py
index b2ff0a71ec733..097fa3403fb92 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/common/assign/assign_template_value_array.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/common/assign/assign_template_value_array.py
@@ -13,7 +13,7 @@ def __init__(self, values: list[AssignTemplateValue]):
         self.values = values
 
     def _eval_body(self, env: Environment) -> None:
-        arr = list()
+        arr = []
         for value in self.values:
             value.eval(env)
             arr.append(env.stack.pop())
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/common/assign/assign_template_value_object.py b/localstack-core/localstack/services/stepfunctions/asl/component/common/assign/assign_template_value_object.py
index 2b4c451595e9b..c4644cdaeb146 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/common/assign/assign_template_value_object.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/common/assign/assign_template_value_object.py
@@ -16,6 +16,6 @@ def __init__(self, bindings: list[AssignTemplateBinding]):
         self.bindings = bindings
 
     def _eval_body(self, env: Environment) -> None:
-        env.stack.append(dict())
+        env.stack.append({})
         for binding in self.bindings:
             binding.eval(env)
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/common/error_name/states_error_name_type.py b/localstack-core/localstack/services/stepfunctions/asl/component/common/error_name/states_error_name_type.py
index 9dcda9350ffcd..8cc6cff7c67d8 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/common/error_name/states_error_name_type.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/common/error_name/states_error_name_type.py
@@ -40,7 +40,7 @@ def _error_name(error_name: StatesErrorNameType) -> str:
 
 
 def _reverse_error_name_lookup() -> dict[str, StatesErrorNameType]:
-    lookup: dict[str, StatesErrorNameType] = dict()
+    lookup: dict[str, StatesErrorNameType] = {}
     for error_name in StatesErrorNameType:
         error_text: str = _error_name(error_name)
         lookup[error_text] = error_name
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/common/jsonata/jsonata_template_value_array.py b/localstack-core/localstack/services/stepfunctions/asl/component/common/jsonata/jsonata_template_value_array.py
index 552b168299e2a..38e01dda43dde 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/common/jsonata/jsonata_template_value_array.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/common/jsonata/jsonata_template_value_array.py
@@ -13,7 +13,7 @@ def __init__(self, values: list[JSONataTemplateValue]):
         self.values = values
 
     def _eval_body(self, env: Environment) -> None:
-        arr = list()
+        arr = []
         for value in self.values:
             value.eval(env)
             arr.append(env.stack.pop())
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/common/jsonata/jsonata_template_value_object.py b/localstack-core/localstack/services/stepfunctions/asl/component/common/jsonata/jsonata_template_value_object.py
index 81b1c19a00c53..e3e1a09b5847c 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/common/jsonata/jsonata_template_value_object.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/common/jsonata/jsonata_template_value_object.py
@@ -16,6 +16,6 @@ def __init__(self, bindings: list[JSONataTemplateBinding]):
         self.bindings = bindings
 
     def _eval_body(self, env: Environment) -> None:
-        env.stack.append(dict())
+        env.stack.append({})
         for binding in self.bindings:
             binding.eval(env)
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/common/path/input_path.py b/localstack-core/localstack/services/stepfunctions/asl/component/common/path/input_path.py
index 81f3a5b67ba41..4adc2c01254d2 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/common/path/input_path.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/common/path/input_path.py
@@ -29,7 +29,7 @@ def __init__(self, string_sampler: StringSampler | None):
 
     def _eval_body(self, env: Environment) -> None:
         if self.string_sampler is None:
-            env.stack.append(dict())
+            env.stack.append({})
             return
         if isinstance(self.string_sampler, StringJsonPath):
             # JsonPaths are sampled from a given state, hence pass the state's input.
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/common/path/output_path.py b/localstack-core/localstack/services/stepfunctions/asl/component/common/path/output_path.py
index 762da9084db16..f9d853e1f26d5 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/common/path/output_path.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/common/path/output_path.py
@@ -28,7 +28,7 @@ def __init__(self, string_sampler: StringSampler | None):
 
     def _eval_body(self, env: Environment) -> None:
         if self.string_sampler is None:
-            env.states.reset(input_value=dict())
+            env.states.reset(input_value={})
             return
         try:
             self.string_sampler.eval(env=env)
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/common/payload/payloadvalue/payloadarr/payload_arr.py b/localstack-core/localstack/services/stepfunctions/asl/component/common/payload/payloadvalue/payloadarr/payload_arr.py
index 3c9f7a3bdf9b0..86d78d4697e2b 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/common/payload/payloadvalue/payloadarr/payload_arr.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/common/payload/payloadvalue/payloadarr/payload_arr.py
@@ -11,7 +11,7 @@ def __init__(self, payload_values: list[PayloadValue]):
         self.payload_values: Final[list[PayloadValue]] = payload_values
 
     def _eval_body(self, env: Environment) -> None:
-        arr = list()
+        arr = []
         for payload_value in self.payload_values:
             payload_value.eval(env)
             arr.append(env.stack.pop())
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/common/payload/payloadvalue/payloadtmpl/payload_tmpl.py b/localstack-core/localstack/services/stepfunctions/asl/component/common/payload/payloadvalue/payloadtmpl/payload_tmpl.py
index dce0cc10b2cc1..0279a85ea5cb4 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/common/payload/payloadvalue/payloadtmpl/payload_tmpl.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/common/payload/payloadvalue/payloadtmpl/payload_tmpl.py
@@ -14,6 +14,6 @@ def __init__(self, payload_bindings: list[PayloadBinding]):
         self.payload_bindings: Final[list[PayloadBinding]] = payload_bindings
 
     def _eval_body(self, env: Environment) -> None:
-        env.stack.append(dict())
+        env.stack.append({})
         for payload_binding in self.payload_bindings:
             payload_binding.eval(env)
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/common/string/string_expression.py b/localstack-core/localstack/services/stepfunctions/asl/component/common/string/string_expression.py
index e0cabde476520..c784e9e48f45a 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/common/string/string_expression.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/common/string/string_expression.py
@@ -129,7 +129,7 @@ def _eval_body(self, env: Environment) -> None:
         expression_variable_references: set[VariableReference] = (
             extract_jsonata_variable_references(self.expression)
         )
-        variable_declarations_list = list()
+        variable_declarations_list = []
         if self.query_language_mode == QueryLanguageMode.JSONata:
             # Sample $states values into expression.
             states_variable_declarations: VariableDeclarations = (
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/intrinsic/argument/argument.py b/localstack-core/localstack/services/stepfunctions/asl/component/intrinsic/argument/argument.py
index 412e627c43603..351331f8b41db 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/intrinsic/argument/argument.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/intrinsic/argument/argument.py
@@ -97,7 +97,7 @@ def __init__(self, arguments: list[Argument]):
         self.size = len(arguments)
 
     def _eval_argument(self, env: Environment) -> Any:
-        values = list()
+        values = []
         for argument in self.arguments:
             argument.eval(env=env)
             argument_value = env.stack.pop()
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/intrinsic/function/statesfunction/array/array_partition.py b/localstack-core/localstack/services/stepfunctions/asl/component/intrinsic/function/statesfunction/array/array_partition.py
index a12b2780c0faf..b718988e0fcd9 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/intrinsic/function/statesfunction/array/array_partition.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/intrinsic/function/statesfunction/array/array_partition.py
@@ -60,7 +60,7 @@ def _eval_body(self, env: Environment) -> None:
 
     @staticmethod
     def _to_chunks(array: list, chunk_size: int):
-        chunks = list()
+        chunks = []
         for i in range(0, len(array), chunk_size):
             chunks.append(array[i : i + chunk_size])
         return chunks
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/intrinsic/function/statesfunction/generic/string_format.py b/localstack-core/localstack/services/stepfunctions/asl/component/intrinsic/function/statesfunction/generic/string_format.py
index 86e8b50050518..e446a44dc84ee 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/intrinsic/function/statesfunction/generic/string_format.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/intrinsic/function/statesfunction/generic/string_format.py
@@ -95,7 +95,7 @@ def _to_str_repr(value: Any) -> str:
             value_parts: list[str] = list(map(StringFormat._to_str_repr, value))
             return f"[{', '.join(value_parts)}]"
         elif isinstance(value, dict):
-            dict_items = list()
+            dict_items = []
             for d_key, d_value in value.items():
                 d_value_lit = StringFormat._to_str_repr(d_value)
                 dict_items.append(f"{d_key}={d_value_lit}")
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/intrinsic/function/statesfunction/states_function_array.py b/localstack-core/localstack/services/stepfunctions/asl/component/intrinsic/function/statesfunction/states_function_array.py
index 5cce091f0fd85..50d98145dece8 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/intrinsic/function/statesfunction/states_function_array.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/intrinsic/function/statesfunction/states_function_array.py
@@ -24,7 +24,7 @@ def __init__(self, argument_list: ArgumentList):
 
     def _eval_body(self, env: Environment) -> None:
         self.argument_list.eval(env=env)
-        values: list[Any] = list()
+        values: list[Any] = []
         for _ in range(self.argument_list.size):
             values.append(env.stack.pop())
         values.reverse()
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/intrinsic/function/statesfunction/states_function_format.py b/localstack-core/localstack/services/stepfunctions/asl/component/intrinsic/function/statesfunction/states_function_format.py
index 8b71a07fbd122..9ea03ed3c7437 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/intrinsic/function/statesfunction/states_function_format.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/intrinsic/function/statesfunction/states_function_format.py
@@ -41,7 +41,7 @@ def _eval_body(self, env: Environment) -> None:
         # TODO: investigate behaviour for incorrect number of arguments in string format.
         self.argument_list.eval(env=env)
 
-        values: list[Any] = list()
+        values: list[Any] = []
         for _ in range(self.argument_list.size):
             values.append(env.stack.pop())
         string_format: str = values.pop()
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/intrinsic/jsonata.py b/localstack-core/localstack/services/stepfunctions/asl/component/intrinsic/jsonata.py
index 6c584ea3f0f52..435dd446a98c8 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/intrinsic/jsonata.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/intrinsic/jsonata.py
@@ -75,7 +75,7 @@
 def get_intrinsic_functions_declarations(
     variable_references: set[VariableReference],
 ) -> VariableDeclarations:
-    declarations: list[str] = list()
+    declarations: list[str] = []
     for variable_reference in variable_references:
         declaration: VariableDeclarations | None = _DECLARATION_BY_VARIABLE_REFERENCE.get(
             variable_reference
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/program/program.py b/localstack-core/localstack/services/stepfunctions/asl/component/program/program.py
index d06fc00ba7954..330f2a3e599b9 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/program/program.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/program/program.py
@@ -111,7 +111,7 @@ def _eval_body(self, env: Environment) -> None:
         program_state: ProgramState = env.program_state()
         if isinstance(program_state, ProgramError):
             exec_failed_event_details = select_from_typed_dict(
-                typed_dict=ExecutionFailedEventDetails, obj=program_state.error or dict()
+                typed_dict=ExecutionFailedEventDetails, obj=program_state.error or {}
             )
             env.event_manager.add_event(
                 context=env.event_history_context,
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/program/states.py b/localstack-core/localstack/services/stepfunctions/asl/component/program/states.py
index 61fa0a8c3f757..fcda4338e4763 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/program/states.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/program/states.py
@@ -4,4 +4,4 @@
 
 class States(Component):
     def __init__(self):
-        self.states: dict[str, CommonStateField] = dict()
+        self.states: dict[str, CommonStateField] = {}
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/execute_state.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/execute_state.py
index 84ec9fe67d4e1..ac1a441fd2c33 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/execute_state.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/execute_state.py
@@ -170,7 +170,7 @@ def _evaluate_with_timeout(self, env: Environment) -> None:
         frame: Environment = env.open_frame()
         frame.states.reset(input_value=env.states.get_input())
         frame.stack = copy.deepcopy(env.stack)
-        execution_outputs: list[Any] = list()
+        execution_outputs: list[Any] = []
         execution_exceptions: list[Exception | None] = [None]
         terminated_event = threading.Event()
 
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/item_reader/item_reader_decl.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/item_reader/item_reader_decl.py
index dcd4124e7c58d..a52420acdb6de 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/item_reader/item_reader_decl.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/item_reader/item_reader_decl.py
@@ -65,7 +65,7 @@ def _eval_body(self, env: Environment) -> None:
         if self.parargs:
             self.parargs.eval(env=env)
         else:
-            env.stack.append(dict())
+            env.stack.append({})
 
         self.resource_eval.eval_resource(env=env)
 
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/item_reader/resource_eval/resource_output_transformer/resource_output_transformer_csv.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/item_reader/resource_eval/resource_output_transformer/resource_output_transformer_csv.py
index 065aacdbc56fc..a67b7489bd362 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/item_reader/resource_eval/resource_output_transformer/resource_output_transformer_csv.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/item_reader/resource_eval/resource_output_transformer/resource_output_transformer_csv.py
@@ -59,9 +59,9 @@ def _eval_body(self, env: Environment) -> None:
             )
             raise FailureEventException(failure_event=failure_event)
 
-        transformed_outputs = list()
+        transformed_outputs = []
         for row in csv_reader_slice:
-            transformed_output = dict()
+            transformed_output = {}
             for i, header in enumerate(headers):
                 transformed_output[header] = row[i] if i < len(row) else ""
             transformed_outputs.append(
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_parallel/branches_decl.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_parallel/branches_decl.py
index 537b3fb8854a1..1fe296550de3c 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_parallel/branches_decl.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_parallel/branches_decl.py
@@ -42,7 +42,7 @@ def on_terminated(self, env: Environment):
             end_program_state: ProgramState = env.program_state()
             if isinstance(end_program_state, ProgramError):
                 self._terminated_with_error = select_from_typed_dict(
-                    typed_dict=ExecutionFailedEventDetails, obj=end_program_state.error or dict()
+                    typed_dict=ExecutionFailedEventDetails, obj=end_program_state.error or {}
                 )
                 self._termination_event.set()
             else:
@@ -67,7 +67,7 @@ def _eval_body(self, env: Environment) -> None:
 
         branch_worker_pool = BranchWorkerPool(workers_num=len(self.programs))
 
-        branch_workers: list[BranchWorker] = list()
+        branch_workers: list[BranchWorker] = []
         for program in self.programs:
             # Environment frame for this sub process.
             env_frame: Environment = env.open_inner_frame()
@@ -103,7 +103,7 @@ def _eval_body(self, env: Environment) -> None:
             )
 
         # Collect the results and return.
-        result_list = list()
+        result_list = []
 
         for worker in branch_workers:
             env_frame = worker.env
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/lambda_eval_utils.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/lambda_eval_utils.py
index ffea97b850fbf..4f331a11ace76 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/lambda_eval_utils.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/lambda_eval_utils.py
@@ -90,7 +90,7 @@ def to_payload_type(payload: Any) -> bytes | None:
         return payload
 
     if payload is None:
-        str_value = to_json_str(dict())
+        str_value = to_json_str({})
     elif isinstance(payload, str):
         try:
             json.loads(payload)
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service_api_gateway.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service_api_gateway.py
index cd778d9732ef0..ea9f7ac1f1687 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service_api_gateway.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service_api_gateway.py
@@ -168,7 +168,7 @@ def _query_parameters_of(parameters: TaskParameters) -> str | None:
 
     @staticmethod
     def _headers_of(parameters: TaskParameters) -> dict | None:
-        headers = parameters.get("Headers", dict())
+        headers = parameters.get("Headers", {})
         if headers:
             for key in headers.keys():
                 # TODO: the following check takes place at parse time.
@@ -239,8 +239,8 @@ def _invoke_output_of(response: Response) -> InvokeOutput:
             response_body = response.json()
         except JSONDecodeError:
             response_body = response.text
-            if response_body == json.dumps(dict()):
-                response_body = dict()
+            if response_body == json.dumps({}):
+                response_body = {}
 
         # since we are not using a case-insensitive dict, and we want to remove a header, for server
         # compatibility we should consider both casing variants
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service_aws_sdk.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service_aws_sdk.py
index aff2642e29710..04fbc7bf5bbea 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service_aws_sdk.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service_aws_sdk.py
@@ -132,7 +132,7 @@ def _eval_service_task(
             region=resource_runtime_part.region,
             state_credentials=state_credentials,
         )
-        response = getattr(api_client, api_action)(**normalised_parameters) or dict()
+        response = getattr(api_client, api_action)(**normalised_parameters) or {}
         if response:
             response.pop("ResponseMetadata", None)
         env.stack.append(response)
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service_batch.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service_batch.py
index aca666947c7d0..1ed16a236ce4e 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service_batch.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service_batch.py
@@ -71,12 +71,12 @@ def _attach_aws_environment_variables(parameters: dict) -> None:
         # Attaches to the ContainerOverrides environment variables the AWS managed flags.
         container_overrides = parameters.get("ContainerOverrides")
         if container_overrides is None:
-            container_overrides = dict()
+            container_overrides = {}
             parameters["ContainerOverrides"] = container_overrides
 
         environment = container_overrides.get("Environment")
         if environment is None:
-            environment = list()
+            environment = []
             container_overrides["Environment"] = environment
 
         environment.append(
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/state_task.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/state_task.py
index a5357d30bdc66..e2645f2492147 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/state_task.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/state_task.py
@@ -51,7 +51,7 @@ def _get_supported_parameters(self) -> Optional[set[str]]:  # noqa
 
     def _eval_parameters(self, env: Environment) -> dict:
         # Eval raw parameters.
-        parameters = dict()
+        parameters = {}
         if self.parargs is not None:
             self.parargs.eval(env=env)
             parameters = env.stack.pop()
diff --git a/localstack-core/localstack/services/stepfunctions/asl/eval/environment.py b/localstack-core/localstack/services/stepfunctions/asl/eval/environment.py
index d6c3d3478c3d3..958a83641dc02 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/eval/environment.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/eval/environment.py
@@ -57,8 +57,8 @@ class Environment:
     _frames: Final[list[Environment]]
     _is_frame: bool = False
 
-    heap: dict[str, Any] = dict()
-    stack: list[Any] = list()
+    heap: dict[str, Any] = {}
+    stack: list[Any] = []
     states: Final[States]
     variable_store: Final[VariableStore]
 
@@ -91,11 +91,11 @@ def __init__(
 
         self.mock_test_case = mock_test_case
 
-        self._frames = list()
+        self._frames = []
         self._is_frame = False
 
-        self.heap = dict()
-        self.stack = list()
+        self.heap = {}
+        self.stack = []
         self.states = States(context=context)
         self.variable_store = variable_store or VariableStore()
 
@@ -148,7 +148,7 @@ def as_inner_frame_of(
             )
         frame.callback_pool_manager = env.callback_pool_manager
         frame.map_run_record_pool_manager = env.map_run_record_pool_manager
-        frame.heap = dict()
+        frame.heap = {}
         frame._program_state = copy.deepcopy(env._program_state)
         return frame
 
diff --git a/localstack-core/localstack/services/stepfunctions/asl/eval/event/event_manager.py b/localstack-core/localstack/services/stepfunctions/asl/eval/event/event_manager.py
index 813cf54257ba0..09cd0b64a8a5b 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/eval/event/event_manager.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/eval/event/event_manager.py
@@ -66,7 +66,7 @@ class EventManager:
     def __init__(self, cloud_watch_logging_session: CloudWatchLoggingSession | None = None):
         self._mutex = threading.Lock()
         self._event_id_gen = EventIdGenerator()
-        self._history_event_list = list()
+        self._history_event_list = []
         self._cloud_watch_logging_session = cloud_watch_logging_session
 
     def add_event(
diff --git a/localstack-core/localstack/services/stepfunctions/asl/eval/states.py b/localstack-core/localstack/services/stepfunctions/asl/eval/states.py
index af933a30361d0..813fd292b0786 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/eval/states.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/eval/states.py
@@ -143,7 +143,7 @@ def to_variable_declarations(
             "result": _STATES_RESULT_PREFIX,
             "errorOutput": _STATES_ERROR_OUTPUT_PREFIX,
         }
-        sub_states = dict()
+        sub_states = {}
         for variable_reference in variable_references:
             if not candidate_sub_states:
                 break
diff --git a/localstack-core/localstack/services/stepfunctions/asl/eval/variable_store.py b/localstack-core/localstack/services/stepfunctions/asl/eval/variable_store.py
index 0807044c94428..ff2f0957e825f 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/eval/variable_store.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/eval/variable_store.py
@@ -55,8 +55,8 @@ class VariableStore:
     _variable_declarations_cache: VariableDeclarations | None
 
     def __init__(self):
-        self._outer_scope = dict()
-        self._inner_scope = dict()
+        self._outer_scope = {}
+        self._inner_scope = {}
         self._declaration_tracing = set()
         self._outer_variable_declaration_cache = None
         self._variable_declarations_cache = None
@@ -73,7 +73,7 @@ def reset_tracing(self) -> None:
 
     # TODO: add typing when this available in service init.
     def get_assigned_variables(self) -> dict[str, str]:
-        assigned_variables: dict[str, str] = dict()
+        assigned_variables: dict[str, str] = {}
         for traced_declaration_identifier in self._declaration_tracing:
             traced_declaration_value = self.get(traced_declaration_identifier)
             if isinstance(traced_declaration_value, str):
diff --git a/localstack-core/localstack/services/stepfunctions/asl/jsonata/jsonata.py b/localstack-core/localstack/services/stepfunctions/asl/jsonata/jsonata.py
index f014535f0b1c5..9fa3b91c8c9ab 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/jsonata/jsonata.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/jsonata/jsonata.py
@@ -145,7 +145,7 @@ def extract_jsonata_variable_references(
 def encode_jsonata_variable_declarations(
     bindings: dict[VariableReference, Any],
 ) -> VariableDeclarations:
-    declarations_parts: list[str] = list()
+    declarations_parts: list[str] = []
     for variable_reference, value in bindings.items():
         if isinstance(value, str):
             value_str_lit = f'"{value}"'
diff --git a/localstack-core/localstack/services/stepfunctions/asl/parse/asl_parser.py b/localstack-core/localstack/services/stepfunctions/asl/parse/asl_parser.py
index 29c9c93f53bf5..30f9a07883072 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/parse/asl_parser.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/parse/asl_parser.py
@@ -15,7 +15,7 @@ class SyntaxErrorListener(ErrorListener):
 
     def __init__(self):
         super().__init__()
-        self.errors = list()
+        self.errors = []
 
     def syntaxError(self, recognizer, offending_symbol, line, column, message, exception):
         log_parts = [f"line {line}:{column}"]
diff --git a/localstack-core/localstack/services/stepfunctions/asl/parse/intrinsic/preprocessor.py b/localstack-core/localstack/services/stepfunctions/asl/parse/intrinsic/preprocessor.py
index 993496d09e37e..63b3dbeb5423c 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/parse/intrinsic/preprocessor.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/parse/intrinsic/preprocessor.py
@@ -85,7 +85,7 @@ def visitFunc_arg_bool(self, ctx: ASLIntrinsicParser.Func_arg_boolContext) -> Ar
         return ArgumentLiteral(definition_value=bool_val)
 
     def visitFunc_arg_list(self, ctx: ASLIntrinsicParser.Func_arg_listContext) -> ArgumentList:
-        arguments: list[Argument] = list()
+        arguments: list[Argument] = []
         for child in ctx.children:
             cmp: Component | None = self.visit(child)
             if isinstance(cmp, Argument):
diff --git a/localstack-core/localstack/services/stepfunctions/asl/parse/preprocessor.py b/localstack-core/localstack/services/stepfunctions/asl/parse/preprocessor.py
index 7689a1bbe9057..cb25e4989a4a0 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/parse/preprocessor.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/parse/preprocessor.py
@@ -318,7 +318,7 @@
 
 
 class Preprocessor(ASLParserVisitor):
-    _query_language_per_scope: list[QueryLanguage] = list()
+    _query_language_per_scope: list[QueryLanguage] = []
 
     def _get_current_query_language(self) -> QueryLanguage:
         return self._query_language_per_scope[-1]
@@ -660,7 +660,7 @@ def visitComparison_composite(
         self, ctx: ASLParser.Comparison_compositeContext
     ) -> ComparisonComposite:
         choice_op: ComparisonComposite.ChoiceOp = self.visit(ctx.choice_operator())
-        rules: list[ChoiceRule] = list()
+        rules: list[ChoiceRule] = []
         for child in ctx.children[1:]:
             cmp: Component | None = self.visit(child)
             if not cmp:
@@ -746,7 +746,7 @@ def visitChoice_rule_comparison_variable(
             )
 
     def visitChoices_decl(self, ctx: ASLParser.Choices_declContext) -> ChoicesDecl:
-        rules: list[ChoiceRule] = list()
+        rules: list[ChoiceRule] = []
         for child in ctx.children:
             cmp: Component | None = self.visit(child)
             if not cmp:
@@ -966,7 +966,7 @@ def visitCsv_header_location_decl(
         return CSVHeaderLocation(csv_header_location_value=value)
 
     def visitCsv_headers_decl(self, ctx: ASLParser.Csv_headers_declContext) -> CSVHeaders:
-        csv_headers: list[str] = list()
+        csv_headers: list[str] = []
         for child in ctx.children[3:-1]:
             maybe_str = is_production(pt=child, rule_index=ASLParser.RULE_string_literal)
             if maybe_str is not None:
@@ -1074,7 +1074,7 @@ def visitResult_writer_decl(self, ctx: ASLParser.Result_writer_declContext) -> R
         return ResultWriter(resource=resource, parargs=parargs)
 
     def visitRetry_decl(self, ctx: ASLParser.Retry_declContext) -> RetryDecl:
-        retriers: list[RetrierDecl] = list()
+        retriers: list[RetrierDecl] = []
         for child in ctx.children:
             cmp: Component | None = self.visit(child)
             if isinstance(cmp, RetrierDecl):
@@ -1092,7 +1092,7 @@ def visitRetrier_stmt(self, ctx: ASLParser.Retrier_stmtContext):
         return self.visit(ctx.children[0])
 
     def visitError_equals_decl(self, ctx: ASLParser.Error_equals_declContext) -> ErrorEqualsDecl:
-        error_names: list[ErrorName] = list()
+        error_names: list[ErrorName] = []
         for child in ctx.children:
             cmp = self.visit(child)
             if isinstance(cmp, ErrorName):
@@ -1146,7 +1146,7 @@ def visitJitter_strategy_decl(
         return JitterStrategyDecl(jitter_strategy=jitter_strategy)
 
     def visitCatch_decl(self, ctx: ASLParser.Catch_declContext) -> CatchDecl:
-        catchers: list[CatcherDecl] = list()
+        catchers: list[CatcherDecl] = []
         for child in ctx.children:
             cmp: Component | None = self.visit(child)
             if isinstance(cmp, CatcherDecl):
@@ -1208,7 +1208,7 @@ def visitPayload_binding_value(
         return PayloadBindingValue(field=string_literal.literal_value, payload_value=payload_value)
 
     def visitPayload_arr_decl(self, ctx: ASLParser.Payload_arr_declContext) -> PayloadArr:
-        payload_values: list[PayloadValue] = list()
+        payload_values: list[PayloadValue] = []
         for child in ctx.children:
             cmp: Component | None = self.visit(child)
             if isinstance(cmp, PayloadValue):
@@ -1216,7 +1216,7 @@ def visitPayload_arr_decl(self, ctx: ASLParser.Payload_arr_declContext) -> Paylo
         return PayloadArr(payload_values=payload_values)
 
     def visitPayload_tmpl_decl(self, ctx: ASLParser.Payload_tmpl_declContext) -> PayloadTmpl:
-        payload_bindings: list[PayloadBinding] = list()
+        payload_bindings: list[PayloadBinding] = []
         for child in ctx.children:
             cmp: Component | None = self.visit(child)
             if isinstance(cmp, PayloadBinding):
@@ -1312,7 +1312,7 @@ def visitAssign_template_value(self, ctx: ASLParser.Assign_template_valueContext
     def visitAssign_template_value_array(
         self, ctx: ASLParser.Assign_template_value_arrayContext
     ) -> AssignTemplateValueArray:
-        values: list[AssignTemplateValue] = list()
+        values: list[AssignTemplateValue] = []
         for child in ctx.children:
             cmp: Component | None = self.visit(child)
             if isinstance(cmp, AssignTemplateValue):
@@ -1322,7 +1322,7 @@ def visitAssign_template_value_array(
     def visitAssign_template_value_object(
         self, ctx: ASLParser.Assign_template_value_objectContext
     ) -> AssignTemplateValueObject:
-        bindings: list[AssignTemplateBinding] = list()
+        bindings: list[AssignTemplateBinding] = []
         for child in ctx.children:
             cmp: Component | None = self.visit(child)
             if isinstance(cmp, AssignTemplateBinding):
@@ -1359,7 +1359,7 @@ def visitAssign_decl_binding(
     def visitAssign_decl_body(
         self, ctx: ASLParser.Assign_decl_bodyContext
     ) -> list[AssignDeclBinding]:
-        bindings: list[AssignDeclBinding] = list()
+        bindings: list[AssignDeclBinding] = []
         for child in ctx.children:
             cmp: Component | None = self.visit(child)
             if isinstance(cmp, AssignDeclBinding):
@@ -1414,7 +1414,7 @@ def visitJsonata_template_value(
     def visitJsonata_template_value_array(
         self, ctx: ASLParser.Jsonata_template_value_arrayContext
     ) -> JSONataTemplateValueArray:
-        values: list[JSONataTemplateValue] = list()
+        values: list[JSONataTemplateValue] = []
         for child in ctx.children:
             cmp: Component | None = self.visit(child)
             if isinstance(cmp, JSONataTemplateValue):
@@ -1424,7 +1424,7 @@ def visitJsonata_template_value_array(
     def visitJsonata_template_value_object(
         self, ctx: ASLParser.Jsonata_template_value_objectContext
     ) -> JSONataTemplateValueObject:
-        bindings: list[JSONataTemplateBinding] = list()
+        bindings: list[JSONataTemplateBinding] = []
         for child in ctx.children:
             cmp: Component | None = self.visit(child)
             if isinstance(cmp, JSONataTemplateBinding):
diff --git a/localstack-core/localstack/services/stepfunctions/asl/static_analyser/intrinsic/variable_names_intrinsic_static_analyser.py b/localstack-core/localstack/services/stepfunctions/asl/static_analyser/intrinsic/variable_names_intrinsic_static_analyser.py
index 6c4514183bfa3..e0feefb65c04b 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/static_analyser/intrinsic/variable_names_intrinsic_static_analyser.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/static_analyser/intrinsic/variable_names_intrinsic_static_analyser.py
@@ -16,7 +16,7 @@ class VariableNamesIntrinsicStaticAnalyser(IntrinsicStaticAnalyser):
 
     def __init__(self):
         super().__init__()
-        self._variable_names = list()
+        self._variable_names = []
 
     @staticmethod
     def process_and_get(definition: str) -> VariableNameList:
diff --git a/localstack-core/localstack/services/stepfunctions/asl/static_analyser/variable_references_static_analyser.py b/localstack-core/localstack/services/stepfunctions/asl/static_analyser/variable_references_static_analyser.py
index 93edc9a06a97f..cbfd66bddff28 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/static_analyser/variable_references_static_analyser.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/static_analyser/variable_references_static_analyser.py
@@ -30,7 +30,7 @@ def process_and_get(definition: str) -> VariableReferences:
 
     def __init__(self):
         super().__init__()
-        self._fringe_state_names = list()
+        self._fringe_state_names = []
         self._variable_references = OrderedDict()
 
     def get_variable_references(self) -> VariableReferences:
@@ -54,7 +54,7 @@ def _put_variable_reference(self, variable_reference: VariableReference) -> None
 
     def _put_variable_name(self, variable_name: VariableName) -> None:
         state_name = self._fringe_state_names[-1]
-        variable_name_list: VariableNameList = self._variable_references.get(state_name, list())
+        variable_name_list: VariableNameList = self._variable_references.get(state_name, [])
         if variable_name in variable_name_list:
             return
         variable_name_list.append(variable_name)
diff --git a/localstack-core/localstack/services/stepfunctions/backend/alias.py b/localstack-core/localstack/services/stepfunctions/backend/alias.py
index 47eef52bf834f..b66574c9a4128 100644
--- a/localstack-core/localstack/services/stepfunctions/backend/alias.py
+++ b/localstack-core/localstack/services/stepfunctions/backend/alias.py
@@ -88,8 +88,8 @@ def update(
 
             if routing_configuration_list:
                 self._routing_configuration_list = routing_configuration_list
-                self._state_machine_version_arns = list()
-                self._execution_probability_distribution = list()
+                self._state_machine_version_arns = []
+                self._execution_probability_distribution = []
                 for routing_configuration in routing_configuration_list:
                     self._state_machine_version_arns.append(
                         routing_configuration["stateMachineVersionArn"]
diff --git a/localstack-core/localstack/services/stepfunctions/backend/execution.py b/localstack-core/localstack/services/stepfunctions/backend/execution.py
index 4d9517a98dc71..9cb08023ca593 100644
--- a/localstack-core/localstack/services/stepfunctions/backend/execution.py
+++ b/localstack-core/localstack/services/stepfunctions/backend/execution.py
@@ -258,7 +258,7 @@ def to_execution_list_item(self) -> ExecutionListItem:
 
     def to_history_output(self) -> GetExecutionHistoryOutput:
         env = self.exec_worker.env
-        event_history: HistoryEventList = list()
+        event_history: HistoryEventList = []
         if env is not None:
             # The execution has not started yet.
             event_history: HistoryEventList = env.event_manager.get_event_history()
@@ -323,7 +323,7 @@ def stop(self, stop_date: datetime.datetime, error: str | None, cause: str | Non
 
     def publish_execution_status_change_event(self):
         input_value = (
-            dict() if not self.input_data else to_json_str(self.input_data, separators=(",", ":"))
+            {} if not self.input_data else to_json_str(self.input_data, separators=(",", ":"))
         )
         output_value = (
             None if self.output is None else to_json_str(self.output, separators=(",", ":"))
diff --git a/localstack-core/localstack/services/stepfunctions/backend/state_machine.py b/localstack-core/localstack/services/stepfunctions/backend/state_machine.py
index f73b336a3fb64..d64e142bbe973 100644
--- a/localstack-core/localstack/services/stepfunctions/backend/state_machine.py
+++ b/localstack-core/localstack/services/stepfunctions/backend/state_machine.py
@@ -154,7 +154,7 @@ def remove_all(self, keys: TagKeyList):
             self._tags.pop(key, None)
 
     def to_tag_list(self) -> TagList:
-        tag_list = list()
+        tag_list = []
         for key, value in self._tags.items():
             tag_list.append(Tag(key=key, value=value))
         return tag_list
@@ -191,7 +191,7 @@ def __init__(
             tags,
             tracing_config,
         )
-        self.versions = dict()
+        self.versions = {}
         self._version_number = 0
         self.tag_manager = TagManager()
         if tags:
diff --git a/localstack-core/localstack/services/stepfunctions/mocking/mock_config.py b/localstack-core/localstack/services/stepfunctions/mocking/mock_config.py
index e2103e8467ad7..10213d2b45f56 100644
--- a/localstack-core/localstack/services/stepfunctions/mocking/mock_config.py
+++ b/localstack-core/localstack/services/stepfunctions/mocking/mock_config.py
@@ -56,7 +56,7 @@ def __init__(
     ):
         self.state_name = state_name
         self.mocked_response_name = mocked_response_name
-        self.mocked_responses = list()
+        self.mocked_responses = []
         last_range_end: int = -1
         mocked_responses_sorted = sorted(mocked_responses, key=lambda mr: mr.range_start)
         for mocked_response in mocked_responses_sorted:
@@ -87,7 +87,7 @@ def __init__(
     ):
         self.state_machine_name = state_machine_name
         self.test_case_name = test_case_name
-        self.state_mocked_responses = dict()
+        self.state_mocked_responses = {}
         for state_mocked_response in state_mocked_responses_list:
             state_name = state_mocked_response.state_name
             if state_name in self.state_mocked_responses:
@@ -151,7 +151,7 @@ def _mocked_responses_from_raw(
         raise RuntimeError(
             f"No definitions for mocked response '{mocked_response_name}' in the mock configuration file."
         )
-    mocked_responses: list[MockedResponse] = list()
+    mocked_responses: list[MockedResponse] = []
     for raw_response_model_range, raw_response_model in raw_response_models.items():
         mocked_response: MockedResponse = _mocked_response_from_raw(
             raw_response_model_range=raw_response_model_range, raw_response_model=raw_response_model
@@ -187,7 +187,7 @@ def _mock_test_case_from_raw(
             f"No definitions for test case '{test_case_name}' and "
             f"state machine '{state_machine_name}' in the mock configuration file."
         )
-    state_mocked_responses_list: list[StateMockedResponses] = list()
+    state_mocked_responses_list: list[StateMockedResponses] = []
     for state_name, mocked_response_name in test_case.root.items():
         state_mocked_responses = _state_mocked_responses_from_raw(
             state_name=state_name,
diff --git a/localstack-core/localstack/services/stepfunctions/provider.py b/localstack-core/localstack/services/stepfunctions/provider.py
index be9e8f2294839..19e3e68e07603 100644
--- a/localstack-core/localstack/services/stepfunctions/provider.py
+++ b/localstack-core/localstack/services/stepfunctions/provider.py
@@ -817,7 +817,7 @@ def start_execution(
         state_machine_clone = copy.deepcopy(unsafe_state_machine)
 
         if input is None:
-            input_data = dict()
+            input_data = {}
         else:
             try:
                 input_data = json.loads(input)
@@ -906,7 +906,7 @@ def start_sync_execution(
         state_machine_clone = copy.deepcopy(unsafe_state_machine)
 
         if input is None:
-            input_data = dict()
+            input_data = {}
         else:
             try:
                 input_data = json.loads(input)
@@ -1097,7 +1097,7 @@ def list_state_machine_aliases(
         if not isinstance(state_machine_revision, StateMachineRevision):
             raise InvalidArn(f"Invalid arn: {state_machine_arn}")
 
-        state_machine_aliases: StateMachineAliasList = list()
+        state_machine_aliases: StateMachineAliasList = []
         valid_token_found = next_token is None
 
         for alias in state_machine_revision.aliases:
@@ -1141,7 +1141,7 @@ def list_state_machine_versions(
         if not isinstance(state_machine_revision, StateMachineRevision):
             raise InvalidArn(f"Invalid arn: {state_machine_arn}")
 
-        state_machine_version_items = list()
+        state_machine_version_items = []
         for version_arn in state_machine_revision.versions.values():
             state_machine_version = state_machines[version_arn]
             if isinstance(state_machine_version, StateMachineVersion):
@@ -1237,7 +1237,7 @@ def delete_state_machine_version(
         if (
             state_machine_revision := state_machines.get(state_machine_version.source_arn)
         ) and isinstance(state_machine_revision, StateMachineRevision):
-            referencing_alias_names: list[str] = list()
+            referencing_alias_names: list[str] = []
             for alias in state_machine_revision.aliases:
                 if alias.is_router_for(state_machine_version_arn=state_machine_version_arn):
                     referencing_alias_names.append(alias.name)
@@ -1635,13 +1635,13 @@ def validate_state_machine_definition(
         state_machine_type: StateMachineType = request.get("type", StateMachineType.STANDARD)
         definition: str = request["definition"]
 
-        static_analysers = list()
+        static_analysers = []
         if state_machine_type == StateMachineType.STANDARD:
             static_analysers.append(StaticAnalyser())
         else:
             static_analysers.append(ExpressStaticAnalyser())
 
-        diagnostics: ValidateStateMachineDefinitionDiagnosticList = list()
+        diagnostics: ValidateStateMachineDefinitionDiagnosticList = []
         try:
             StepFunctionsProvider._validate_definition(
                 definition=definition, static_analysers=static_analysers
diff --git a/localstack-core/localstack/testing/pytest/cloudformation/fixtures.py b/localstack-core/localstack/testing/pytest/cloudformation/fixtures.py
index f6238b569c1c6..137766d430f5b 100644
--- a/localstack-core/localstack/testing/pytest/cloudformation/fixtures.py
+++ b/localstack-core/localstack/testing/pytest/cloudformation/fixtures.py
@@ -111,8 +111,8 @@ def capture(stack_name: str) -> dict:
 
 
 def _normalise_describe_change_set_output(value: DescribeChangeSetOutput) -> None:
-    value.get("Changes", list()).sort(
-        key=lambda change: change.get("ResourceChange", dict()).get("LogicalResourceId", "")
+    value.get("Changes", []).sort(
+        key=lambda change: change.get("ResourceChange", {}).get("LogicalResourceId", "")
     )
 
 
@@ -175,7 +175,7 @@ def inner(
         cleanups.append(
             lambda: call_safe(
                 aws_client_no_retry.cloudformation.delete_change_set,
-                kwargs=dict(ChangeSetName=change_set_id),
+                kwargs={"ChangeSetName": change_set_id},
             )
         )
 
@@ -206,7 +206,7 @@ def inner(
         # ensure stack deletion
         cleanups.append(
             lambda: call_safe(
-                aws_client_no_retry.cloudformation.delete_stack, kwargs=dict(StackName=stack_id)
+                aws_client_no_retry.cloudformation.delete_stack, kwargs={"StackName": stack_id}
             )
         )
 
diff --git a/localstack-core/localstack/testing/pytest/fixtures.py b/localstack-core/localstack/testing/pytest/fixtures.py
index c75f8a1293998..8b14aa656cfa5 100644
--- a/localstack-core/localstack/testing/pytest/fixtures.py
+++ b/localstack-core/localstack/testing/pytest/fixtures.py
@@ -2729,10 +2729,10 @@ def _clean_up(
         if rule_name:
             call_safe(events_client.delete_rule, kwargs=dict(Name=rule_name, Force=True, **kwargs))
         if bus_name:
-            call_safe(events_client.delete_event_bus, kwargs=dict(Name=bus_name))
+            call_safe(events_client.delete_event_bus, kwargs={"Name": bus_name})
         if queue_url:
             sqs_client = aws_client.sqs
-            call_safe(sqs_client.delete_queue, kwargs=dict(QueueUrl=queue_url))
+            call_safe(sqs_client.delete_queue, kwargs={"QueueUrl": queue_url})
         if log_group_name:
             logs_client = aws_client.logs
 
diff --git a/localstack-core/localstack/testing/pytest/marking.py b/localstack-core/localstack/testing/pytest/marking.py
index ddc56b02b5b02..333993a89ab7d 100644
--- a/localstack-core/localstack/testing/pytest/marking.py
+++ b/localstack-core/localstack/testing/pytest/marking.py
@@ -91,7 +91,7 @@ def enforce_single_aws_marker(items: list[pytest.Item]):
         if "tests/aws" not in item.fspath.dirname:
             continue
 
-        aws_markers = list()
+        aws_markers = []
         for mark in item.iter_markers():
             if mark.name.startswith("aws_"):
                 aws_markers.append(mark.name)
diff --git a/localstack-core/localstack/testing/pytest/stepfunctions/fixtures.py b/localstack-core/localstack/testing/pytest/stepfunctions/fixtures.py
index 13a134d269e85..bdd0a99ed2027 100644
--- a/localstack-core/localstack/testing/pytest/stepfunctions/fixtures.py
+++ b/localstack-core/localstack/testing/pytest/stepfunctions/fixtures.py
@@ -271,7 +271,7 @@ def _wait_sfn_can_assume_role():
 
 @pytest.fixture
 def create_state_machine():
-    created_state_machine_references = list()
+    created_state_machine_references = []
 
     def _create_state_machine(target_aws_client, **kwargs):
         sfn_client = target_aws_client.stepfunctions
@@ -299,7 +299,7 @@ def _create_state_machine(target_aws_client, **kwargs):
 
 @pytest.fixture
 def create_state_machine_alias():
-    state_machine_alias_arn_and_client = list()
+    state_machine_alias_arn_and_client = []
 
     def _create_state_machine_alias(target_aws_client, **kwargs):
         step_functions_client = target_aws_client.stepfunctions
@@ -324,7 +324,7 @@ def _create_state_machine_alias(target_aws_client, **kwargs):
 
 @pytest.fixture
 def create_activity(aws_client):
-    activities_arns: Final[list[str]] = list()
+    activities_arns: Final[list[str]] = []
 
     def _create_activity(**kwargs):
         create_output = aws_client.stepfunctions.create_activity(**kwargs)
@@ -778,7 +778,7 @@ def _create() -> str:
 
 @pytest.fixture
 def create_cross_account_admin_role_and_policy(create_state_machine, create_state_machine_iam_role):
-    created = list()
+    created = []
 
     def _create_role_and_policy(trusting_aws_client, trusted_aws_client, trusted_account_id) -> str:
         trusting_iam_client = trusting_aws_client.iam
diff --git a/localstack-core/localstack/testing/pytest/stepfunctions/utils.py b/localstack-core/localstack/testing/pytest/stepfunctions/utils.py
index 6bf011a60366d..19f954e51fb54 100644
--- a/localstack-core/localstack/testing/pytest/stepfunctions/utils.py
+++ b/localstack-core/localstack/testing/pytest/stepfunctions/utils.py
@@ -189,7 +189,7 @@ def await_state_machine_version_listed(
 def await_on_execution_events(
     stepfunctions_client, execution_arn: str, check_func: Callable[[HistoryEventList], bool]
 ) -> HistoryEventList:
-    events: HistoryEventList = list()
+    events: HistoryEventList = []
 
     def _run_check():
         nonlocal events
@@ -376,7 +376,7 @@ def await_on_execution_logs(
     log_stream_name = _await_on_execution_log_stream_created(target_aws_client, log_group_name)
 
     logs_client = target_aws_client.logs
-    events: HistoryEventList = list()
+    events: HistoryEventList = []
 
     def _run_check():
         nonlocal events
@@ -889,7 +889,7 @@ def create_and_record_events(
         stepfunctions_client=target_aws_client.stepfunctions, execution_arn=execution_arn
     )
 
-    stepfunctions_events = list()
+    stepfunctions_events = []
 
     def _get_events():
         received = target_aws_client.sqs.receive_message(QueueUrl=queue_url)
@@ -905,7 +905,7 @@ def _get_events():
 
 
 def record_sqs_events(target_aws_client, queue_url, sfn_snapshot, num_events):
-    stepfunctions_events = list()
+    stepfunctions_events = []
 
     def _get_events():
         received = target_aws_client.sqs.receive_message(QueueUrl=queue_url)
@@ -916,7 +916,7 @@ def _get_events():
         return len(stepfunctions_events) == num_events
 
     poll_condition(_get_events, timeout=60)
-    stepfunctions_events.sort(key=lambda e: json.dumps(e.get("detail", dict())))
+    stepfunctions_events.sort(key=lambda e: json.dumps(e.get("detail", {})))
     sfn_snapshot.match("stepfunctions_events", stepfunctions_events)
 
 
@@ -931,7 +931,7 @@ def __init__(self, events_jsonpath: str = "$..events"):
     @staticmethod
     def _normalise_events(events: list[dict]) -> None:
         start_idx = None
-        sublist = list()
+        sublist = []
         in_sublist = False
         for i, event in enumerate(events):
             event_type = event.get("type")
diff --git a/localstack-core/localstack/utils/analytics/metrics/counter.py b/localstack-core/localstack/utils/analytics/metrics/counter.py
index 42dfa5a673e9c..7180a8fb949b9 100644
--- a/localstack-core/localstack/utils/analytics/metrics/counter.py
+++ b/localstack-core/localstack/utils/analytics/metrics/counter.py
@@ -113,11 +113,11 @@ def __init__(self, namespace: str, name: str, schema_version: int = 1):
     def collect(self) -> list[CounterPayload]:
         """Collects the metric unless events are disabled."""
         if config.DISABLE_EVENTS:
-            return list()
+            return []
 
         if self._count == 0:
             # Return an empty list if the count is 0, as there are no metrics to send to the analytics backend.
-            return list()
+            return []
 
         return [
             CounterPayload(
@@ -184,7 +184,7 @@ def labels(self, **kwargs: Union[str, float, None]) -> ThreadSafeCounter:
 
     def collect(self) -> list[LabeledCounterPayload]:
         if config.DISABLE_EVENTS:
-            return list()
+            return []
 
         payload = []
         num_labels = len(self._labels)
diff --git a/localstack-core/localstack/utils/analytics/metrics/registry.py b/localstack-core/localstack/utils/analytics/metrics/registry.py
index 1c0915ebe2a87..f88d838d4dd23 100644
--- a/localstack-core/localstack/utils/analytics/metrics/registry.py
+++ b/localstack-core/localstack/utils/analytics/metrics/registry.py
@@ -57,7 +57,7 @@ def __new__(cls):
 
     def __init__(self):
         if not hasattr(self, "_registry"):
-            self._registry = dict()
+            self._registry = {}
 
     @property
     def registry(self) -> dict[MetricRegistryKey, Metric]:
diff --git a/localstack-core/localstack/utils/scheduler.py b/localstack-core/localstack/utils/scheduler.py
index 61058607e948c..b23f42d8f93c6 100644
--- a/localstack-core/localstack/utils/scheduler.py
+++ b/localstack-core/localstack/utils/scheduler.py
@@ -27,8 +27,8 @@ def __init__(
         self.period = period
         self.start = start
         self.on_error = on_error
-        self.args = args or tuple()
-        self.kwargs = kwargs or dict()
+        self.args = args or ()
+        self.kwargs = kwargs or {}
 
         self.deadline = None
         self.error = None
diff --git a/localstack-core/localstack/utils/testutil.py b/localstack-core/localstack/utils/testutil.py
index ef58b98fa0016..1da5cb9950e61 100644
--- a/localstack-core/localstack/utils/testutil.py
+++ b/localstack-core/localstack/utils/testutil.py
@@ -255,7 +255,7 @@ def create_lambda_function(
         "Role": role or LAMBDA_TEST_ROLE.format(account_id=TEST_AWS_ACCOUNT_ID),
         "Code": lambda_code,
         "Timeout": timeout or LAMBDA_TIMEOUT_SEC,
-        "Environment": dict(Variables=envvars),
+        "Environment": {"Variables": envvars},
         "Tags": tags,
     }
     kwargs.update(additional_kwargs)
diff --git a/pyproject.toml b/pyproject.toml
index d41732d460208..2bdd88941d566 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -213,7 +213,6 @@ ignore = [
     "B024", # TODO x is an abstract base class, but it has no abstract methods
     "B027", # TODO `Server.do_shutdown` is an empty method in an abstract base class, but has no abstract decorator
     "B904", # TODO Within an `except` clause, raise exceptions with `raise ... from err` or `raise ... from None` to distinguish them from errors in exception handling
-    "C408", # TODO Unnecessary `list` call (rewrite as a literal)
     "C416", # TODO Unnecessary `set` comprehension
     "C901", # TODO function is too complex
     "E402", # TODO Module level import not at top of file
diff --git a/scripts/gather_outdated_snapshots.py b/scripts/gather_outdated_snapshots.py
index 817ab45a4b661..99982972321da 100644
--- a/scripts/gather_outdated_snapshots.py
+++ b/scripts/gather_outdated_snapshots.py
@@ -39,7 +39,7 @@ def do_get_outdated_snapshots(path: str):
                         recorded_date = recorded_snapshot_data.get("last_validated_date")
                         date = datetime.datetime.fromisoformat(recorded_date)
                         if date.timestamp() < date_limit:
-                            outdated_snapshot_data = dict()
+                            outdated_snapshot_data = {}
                             if show_date:
                                 outdated_snapshot_data["last_validation_date"] = recorded_date
                             if combine_parametrized:
diff --git a/tests/aws/scenario/kinesis_firehose/conftest.py b/tests/aws/scenario/kinesis_firehose/conftest.py
index 1facb91c31de9..e50dd1c0e7a41 100644
--- a/tests/aws/scenario/kinesis_firehose/conftest.py
+++ b/tests/aws/scenario/kinesis_firehose/conftest.py
@@ -13,7 +13,7 @@ def read_s3_data(aws_client, bucket_name: str) -> dict[str, str]:
 
     keys = [obj.get("Key") for obj in response.get("Contents")]
 
-    bucket_data = dict()
+    bucket_data = {}
     for key in keys:
         response = aws_client.s3.get_object(Bucket=bucket_name, Key=key)
         data = response["Body"].read().decode("utf-8")
diff --git a/tests/aws/services/cloudformation/test_change_set_global_macros.py b/tests/aws/services/cloudformation/test_change_set_global_macros.py
index b8db9d2e741eb..840dbf2aa9e36 100644
--- a/tests/aws/services/cloudformation/test_change_set_global_macros.py
+++ b/tests/aws/services/cloudformation/test_change_set_global_macros.py
@@ -155,7 +155,7 @@ def test_update_after_macro_for_before_version_is_deleted(
             ChangeSetName=change_set_name,
             TemplateBody=json.dumps(template_1),
             ChangeSetType="CREATE",
-            Parameters=list(),
+            Parameters=[],
         )
         stack_id = change_set_details["StackId"]
         change_set_id = change_set_details["Id"]
@@ -165,7 +165,7 @@ def test_update_after_macro_for_before_version_is_deleted(
         cleanups.append(
             lambda: call_safe(
                 aws_client_no_retry.cloudformation.delete_change_set,
-                kwargs=dict(ChangeSetName=change_set_id),
+                kwargs={"ChangeSetName": change_set_id},
             )
         )
         # Describe
@@ -187,7 +187,7 @@ def test_update_after_macro_for_before_version_is_deleted(
         # ensure stack deletion
         cleanups.append(
             lambda: call_safe(
-                aws_client_no_retry.cloudformation.delete_stack, kwargs=dict(StackName=stack_id)
+                aws_client_no_retry.cloudformation.delete_stack, kwargs={"StackName": stack_id}
             )
         )
         describe = aws_client_no_retry.cloudformation.describe_stacks(StackName=stack_id)["Stacks"][
@@ -239,7 +239,7 @@ def test_update_after_macro_for_before_version_is_deleted(
             ChangeSetName=change_set_name,
             TemplateBody=json.dumps(template_2),
             ChangeSetType="UPDATE",
-            Parameters=list(),
+            Parameters=[],
         )
         stack_id = change_set_details["StackId"]
         change_set_id = change_set_details["Id"]
diff --git a/tests/aws/services/cloudwatch/test_cloudwatch.py b/tests/aws/services/cloudwatch/test_cloudwatch.py
index d55601771afef..ff8240c3aaa6a 100644
--- a/tests/aws/services/cloudwatch/test_cloudwatch.py
+++ b/tests/aws/services/cloudwatch/test_cloudwatch.py
@@ -212,13 +212,13 @@ def test_get_metric_data(self, aws_client):
         namespace2 = f"test/{short_uid()}"
 
         aws_client.cloudwatch.put_metric_data(
-            Namespace=namespace1, MetricData=[dict(MetricName="someMetric", Value=23)]
+            Namespace=namespace1, MetricData=[{"MetricName": "someMetric", "Value": 23}]
         )
         aws_client.cloudwatch.put_metric_data(
-            Namespace=namespace1, MetricData=[dict(MetricName="someMetric", Value=18)]
+            Namespace=namespace1, MetricData=[{"MetricName": "someMetric", "Value": 18}]
         )
         aws_client.cloudwatch.put_metric_data(
-            Namespace=namespace2, MetricData=[dict(MetricName="ug", Value=23)]
+            Namespace=namespace2, MetricData=[{"MetricName": "ug", "Value": 23}]
         )
 
         now = datetime.utcnow().replace(microsecond=0)
@@ -528,7 +528,7 @@ def test_raw_metric_data(self, aws_client, region_name):
         """
         namespace1 = f"test/{short_uid()}"
         aws_client.cloudwatch.put_metric_data(
-            Namespace=namespace1, MetricData=[dict(MetricName="someMetric", Value=23)]
+            Namespace=namespace1, MetricData=[{"MetricName": "someMetric", "Value": 23}]
         )
         # the new v2 provider doesn't need the headers, will return results for all accounts/regions
         headers = mock_aws_request_headers(
@@ -2057,7 +2057,11 @@ def test_get_metric_statistics(self, aws_client, snapshot):
             aws_client.cloudwatch.put_metric_data(
                 Namespace=namespace,
                 MetricData=[
-                    dict(MetricName="metric", Value=i, Timestamp=utc_now + timedelta(seconds=1))
+                    {
+                        "MetricName": "metric",
+                        "Value": i,
+                        "Timestamp": utc_now + timedelta(seconds=1),
+                    }
                 ],
             )
 
diff --git a/tests/aws/services/firehose/conftest.py b/tests/aws/services/firehose/conftest.py
index a0b903ccdbf4b..de0933521f838 100644
--- a/tests/aws/services/firehose/conftest.py
+++ b/tests/aws/services/firehose/conftest.py
@@ -22,7 +22,7 @@ def _get_data():
 
             keys = [obj.get("Key") for obj in response.get("Contents")]
 
-            bucket_data = dict()
+            bucket_data = {}
             for key in keys:
                 response = s3.get_object(Bucket=bucket_name, Key=key)
                 data = response["Body"].read().decode("utf-8")
diff --git a/tests/aws/services/firehose/test_firehose.py b/tests/aws/services/firehose/test_firehose.py
index 33497aa875fb5..c830d5770ba12 100644
--- a/tests/aws/services/firehose/test_firehose.py
+++ b/tests/aws/services/firehose/test_firehose.py
@@ -518,7 +518,7 @@ def test_kinesis_firehose_kinesis_as_source_multiple_delivery_streams(
         )
 
         # poll file from s3 buckets
-        s3_data = dict()
+        s3_data = {}
         for bucket_name in [bucket_a_name, bucket_b_name]:
             s3_data_bucket = read_s3_data(bucket_name, timeout=300)
             assert len(s3_data_bucket.keys()) == 1
diff --git a/tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_dynamodbstreams.py b/tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_dynamodbstreams.py
index fed8e9c4a8723..e09b430e37002 100644
--- a/tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_dynamodbstreams.py
+++ b/tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_dynamodbstreams.py
@@ -219,11 +219,11 @@ def test_duplicate_event_source_mappings(
         )["TableDescription"]["LatestStreamArn"]
 
         # extra arguments for create_event_source_mapping calls
-        kwargs = dict(
-            StartingPosition="TRIM_HORIZON",
-            MaximumBatchingWindowInSeconds=1,
-            MaximumRetryAttempts=1,
-        )
+        kwargs = {
+            "StartingPosition": "TRIM_HORIZON",
+            "MaximumBatchingWindowInSeconds": 1,
+            "MaximumRetryAttempts": 1,
+        }
 
         create_lambda_function(
             handler_file=TEST_LAMBDA_PYTHON_ECHO,
diff --git a/tests/aws/services/s3/test_s3_notifications_sns.py b/tests/aws/services/s3/test_s3_notifications_sns.py
index 482f5a6d0f63b..939838db68966 100644
--- a/tests/aws/services/s3/test_s3_notifications_sns.py
+++ b/tests/aws/services/s3/test_s3_notifications_sns.py
@@ -49,14 +49,14 @@ def create_sns_bucket_notification(
 
     s3_client.put_bucket_notification_configuration(
         Bucket=bucket_name,
-        NotificationConfiguration=dict(
-            TopicConfigurations=[
-                dict(
-                    TopicArn=topic_arn,
-                    Events=events,
-                )
+        NotificationConfiguration={
+            "TopicConfigurations": [
+                {
+                    "TopicArn": topic_arn,
+                    "Events": events,
+                }
             ]
-        ),
+        },
     )
 
 
diff --git a/tests/aws/services/s3/test_s3_notifications_sqs.py b/tests/aws/services/s3/test_s3_notifications_sqs.py
index 3ea7fed2b4ab7..2c04d42aec05c 100644
--- a/tests/aws/services/s3/test_s3_notifications_sqs.py
+++ b/tests/aws/services/s3/test_s3_notifications_sqs.py
@@ -85,9 +85,9 @@ def create_sqs_bucket_notification(
     queue_arn = set_policy_for_queue(sqs_client, queue_url, bucket_name)
     s3_client.put_bucket_notification_configuration(
         Bucket=bucket_name,
-        NotificationConfiguration=dict(
-            QueueConfigurations=[dict(QueueArn=queue_arn, Events=events)]
-        ),
+        NotificationConfiguration={
+            "QueueConfigurations": [{"QueueArn": queue_arn, "Events": events}]
+        },
     )
 
 
diff --git a/tests/aws/services/secretsmanager/test_secretsmanager.py b/tests/aws/services/secretsmanager/test_secretsmanager.py
index 08225a44ff927..9fdf54e21496f 100644
--- a/tests/aws/services/secretsmanager/test_secretsmanager.py
+++ b/tests/aws/services/secretsmanager/test_secretsmanager.py
@@ -162,7 +162,7 @@ def _is_secret_deleted():
     def _wait_rotation(client, secret_id: str, secret_version: str):
         def _is_secret_rotated():
             resp: dict = client.describe_secret(SecretId=secret_id)
-            secret_stage_tags = list()
+            secret_stage_tags = []
             for key, tags in resp.get("VersionIdsToStages", {}).items():
                 if key == secret_version:
                     secret_stage_tags = tags
diff --git a/tests/aws/services/stepfunctions/mocked_service_integrations/mocked_service_integrations.py b/tests/aws/services/stepfunctions/mocked_service_integrations/mocked_service_integrations.py
index ab5910897544b..ec97e7119e3fb 100644
--- a/tests/aws/services/stepfunctions/mocked_service_integrations/mocked_service_integrations.py
+++ b/tests/aws/services/stepfunctions/mocked_service_integrations/mocked_service_integrations.py
@@ -6,7 +6,7 @@
 import json5
 
 _THIS_FOLDER: Final[str] = os.path.dirname(os.path.realpath(__file__))
-_LOAD_CACHE: Final[dict[str, dict]] = dict()
+_LOAD_CACHE: Final[dict[str, dict]] = {}
 
 
 class MockedServiceIntegrationsLoader(abc.ABC):
diff --git a/tests/aws/services/stepfunctions/templates/template_loader.py b/tests/aws/services/stepfunctions/templates/template_loader.py
index e7141c7e66013..7e84d95490ff3 100644
--- a/tests/aws/services/stepfunctions/templates/template_loader.py
+++ b/tests/aws/services/stepfunctions/templates/template_loader.py
@@ -4,7 +4,7 @@
 
 import json5
 
-_LOAD_CACHE: Final[dict[str, dict]] = dict()
+_LOAD_CACHE: Final[dict[str, dict]] = {}
 
 
 class TemplateLoader(abc.ABC):
diff --git a/tests/aws/services/stepfunctions/v2/base/test_base.py b/tests/aws/services/stepfunctions/v2/base/test_base.py
index a124678cd42a5..19f219dccd52b 100644
--- a/tests/aws/services/stepfunctions/v2/base/test_base.py
+++ b/tests/aws/services/stepfunctions/v2/base/test_base.py
@@ -172,7 +172,7 @@ def test_event_bridge_events_base(
         template = BaseTemplate.load_sfn_template(BaseTemplate.BASE_WAIT_1_MIN)
         template["States"]["State_1"]["Seconds"] = 60 if is_aws_cloud() else 1
         definition = json.dumps(template)
-        execution_input = json.dumps(dict())
+        execution_input = json.dumps({})
         create_and_record_events(
             create_state_machine_iam_role,
             create_state_machine,
diff --git a/tests/aws/services/stepfunctions/v2/callback/test_callback.py b/tests/aws/services/stepfunctions/v2/callback/test_callback.py
index 90879273d2d28..231b4c2a87850 100644
--- a/tests/aws/services/stepfunctions/v2/callback/test_callback.py
+++ b/tests/aws/services/stepfunctions/v2/callback/test_callback.py
@@ -606,7 +606,7 @@ def test_multiple_executions_and_heartbeat_notifications(
 
         # Launch multiple execution of the same state machine.
         execution_count = 6
-        execution_arns = list()
+        execution_arns = []
         for _ in range(execution_count):
             execution_arn = aws_client.stepfunctions.start_execution(
                 stateMachineArn=state_machine_arn, input=exec_input
diff --git a/tests/aws/services/stepfunctions/v2/choice_operators/utils.py b/tests/aws/services/stepfunctions/v2/choice_operators/utils.py
index 55d8830cc4c11..b9ecc4c7870f2 100644
--- a/tests/aws/services/stepfunctions/v2/choice_operators/utils.py
+++ b/tests/aws/services/stepfunctions/v2/choice_operators/utils.py
@@ -71,7 +71,7 @@ def create_and_test_comparison_function(
         COT.COMPARISON_OPERATOR_PLACEHOLDER, comparison_func_name
     )
 
-    input_output_cases: list[dict[str, Any]] = list()
+    input_output_cases: list[dict[str, Any]] = []
     for i, (variable, value) in enumerate(comparisons):
         exec_input = json.dumps({COT.VARIABLE_KEY: variable, COT.VALUE_KEY: value})
 
diff --git a/tests/aws/services/stepfunctions/v2/error_handling/test_states_errors.py b/tests/aws/services/stepfunctions/v2/error_handling/test_states_errors.py
index 125016f96ee55..61e906ce4979c 100644
--- a/tests/aws/services/stepfunctions/v2/error_handling/test_states_errors.py
+++ b/tests/aws/services/stepfunctions/v2/error_handling/test_states_errors.py
@@ -199,7 +199,7 @@ def test_start_large_input(
         }
         definition = json.dumps(template)
 
-        exec_input = json.dumps(dict())
+        exec_input = json.dumps({})
         create_and_record_execution(
             aws_client,
             create_state_machine_iam_role,
diff --git a/tests/aws/services/stepfunctions/v2/intrinsic_functions/test_array.py b/tests/aws/services/stepfunctions/v2/intrinsic_functions/test_array.py
index 6dd745757fb3e..acc85baba95c5 100644
--- a/tests/aws/services/stepfunctions/v2/intrinsic_functions/test_array.py
+++ b/tests/aws/services/stepfunctions/v2/intrinsic_functions/test_array.py
@@ -37,7 +37,7 @@ def test_array_2(
             '{"Arg1": 1, "Arg2": []}',
             json.loads('{"Arg1": 1, "Arg2": []}'),
         ]
-        input_values = list()
+        input_values = []
         for value in values:
             input_values.append({"fst": value, "snd": value})
         create_and_test_on_inputs(
@@ -54,7 +54,7 @@ def test_array_partition(
         self, create_state_machine_iam_role, create_state_machine, sfn_snapshot, aws_client
     ):
         arrays = [list(range(i)) for i in range(5)]
-        input_values = list()
+        input_values = []
         for array in arrays:
             for chunk_size in range(1, 6):
                 input_values.append({"fst": array, "snd": chunk_size})
@@ -82,7 +82,7 @@ def test_array_contains(
             ([True, False], True),
             ([True, False], False),
         ]
-        input_values = list()
+        input_values = []
         for array, value in search_bindings:
             input_values.append({"fst": array, "snd": value})
         create_and_test_on_inputs(
@@ -104,7 +104,7 @@ def test_array_range(
             (1, 9, 9),
             (1, 9, 2),
         ]
-        input_values = list()
+        input_values = []
         for fst, lst, step in ranges:
             input_values.append({"fst": fst, "snd": lst, "trd": step})
         create_and_test_on_inputs(
diff --git a/tests/aws/services/stepfunctions/v2/intrinsic_functions/test_array_jsonata.py b/tests/aws/services/stepfunctions/v2/intrinsic_functions/test_array_jsonata.py
index 23d325683e2c7..a7b5da0092211 100644
--- a/tests/aws/services/stepfunctions/v2/intrinsic_functions/test_array_jsonata.py
+++ b/tests/aws/services/stepfunctions/v2/intrinsic_functions/test_array_jsonata.py
@@ -12,7 +12,7 @@ def test_array_partition(
     ):
         # TODO: test and add support for raising exception on empty array.
         arrays = [list(range(i)) for i in range(1, 5)]
-        input_values = list()
+        input_values = []
         for array in arrays:
             for chunk_size in range(1, 6):
                 input_values.append({"fst": array, "snd": chunk_size})
@@ -35,7 +35,7 @@ def test_array_range(
             (1, 9, 9),
             (1, 9, 2),
         ]
-        input_values = list()
+        input_values = []
         for fst, lst, step in ranges:
             input_values.append({"fst": fst, "snd": lst, "trd": step})
         create_and_test_on_inputs(
diff --git a/tests/aws/services/stepfunctions/v2/intrinsic_functions/test_generic.py b/tests/aws/services/stepfunctions/v2/intrinsic_functions/test_generic.py
index b480ecf4725ee..61407ac4cd4d8 100644
--- a/tests/aws/services/stepfunctions/v2/intrinsic_functions/test_generic.py
+++ b/tests/aws/services/stepfunctions/v2/intrinsic_functions/test_generic.py
@@ -38,7 +38,7 @@ def test_format_2(
             '{"Arg1": 1, "Arg2": []}',
             json.loads('{"Arg1": 1, "Arg2": []}'),
         ]
-        input_values = list()
+        input_values = []
         for value in values:
             input_values.append({"fst": value, "snd": value})
 
diff --git a/tests/aws/services/stepfunctions/v2/intrinsic_functions/test_json_manipulation.py b/tests/aws/services/stepfunctions/v2/intrinsic_functions/test_json_manipulation.py
index d3b37ad599872..ea9555f3da6d7 100644
--- a/tests/aws/services/stepfunctions/v2/intrinsic_functions/test_json_manipulation.py
+++ b/tests/aws/services/stepfunctions/v2/intrinsic_functions/test_json_manipulation.py
@@ -67,7 +67,7 @@ def test_json_merge(
         merge_bindings = [
             ({"a": {"a1": 1, "a2": 2}, "b": 2, "d": 3}, {"a": {"a3": 1, "a4": 2}, "c": 3, "d": 4}),
         ]
-        input_values = list()
+        input_values = []
         for fst, snd in merge_bindings:
             input_values.append({"fst": fst, "snd": snd})
         create_and_test_on_inputs(
diff --git a/tests/aws/services/stepfunctions/v2/intrinsic_functions/test_math_operations.py b/tests/aws/services/stepfunctions/v2/intrinsic_functions/test_math_operations.py
index 61d10ce646811..30196d09649c4 100644
--- a/tests/aws/services/stepfunctions/v2/intrinsic_functions/test_math_operations.py
+++ b/tests/aws/services/stepfunctions/v2/intrinsic_functions/test_math_operations.py
@@ -144,7 +144,7 @@ def test_math_add(
             (-2.5, 0),  # python: -2, # java: -3
             (-3.5, 0),  # python: -4, # java: -4
         ]
-        input_values = list()
+        input_values = []
         for fst, snd in add_tuples:
             input_values.append({"fst": fst, "snd": snd})
         create_and_test_on_inputs(
diff --git a/tests/aws/services/stepfunctions/v2/logs/test_logs.py b/tests/aws/services/stepfunctions/v2/logs/test_logs.py
index 0948cdbb54fd5..4855398705062 100644
--- a/tests/aws/services/stepfunctions/v2/logs/test_logs.py
+++ b/tests/aws/services/stepfunctions/v2/logs/test_logs.py
@@ -270,7 +270,7 @@ def test_log_group_with_multiple_runs(
             expected_events_count += len(execution_history["events"])
 
         logs_client = aws_client.logs
-        log_events = list()
+        log_events = []
 
         def _collect_log_events():
             log_streams = logs_client.describe_log_streams(logGroupName=log_group_name)[
diff --git a/tests/aws/services/stepfunctions/v2/scenarios/test_base_scenarios.py b/tests/aws/services/stepfunctions/v2/scenarios/test_base_scenarios.py
index 568ab840aafbb..74cd5bccced5a 100644
--- a/tests/aws/services/stepfunctions/v2/scenarios/test_base_scenarios.py
+++ b/tests/aws/services/stepfunctions/v2/scenarios/test_base_scenarios.py
@@ -122,7 +122,7 @@ def test_parallel_state(
         )
 
     @markers.aws.validated
-    @pytest.mark.parametrize("max_concurrency_value", [dict(), "NoNumber", 0, 1])
+    @pytest.mark.parametrize("max_concurrency_value", [{}, "NoNumber", 0, 1])
     def test_max_concurrency_path(
         self,
         aws_client,
@@ -1285,7 +1285,7 @@ def test_map_state_tolerated_failure_values(
         )
 
     @markers.aws.validated
-    @pytest.mark.parametrize("tolerated_failure_count_value", [dict(), "NoNumber", -1, 0, 1])
+    @pytest.mark.parametrize("tolerated_failure_count_value", [{}, "NoNumber", -1, 0, 1])
     def test_map_state_tolerated_failure_count_path(
         self,
         aws_client,
@@ -1311,7 +1311,7 @@ def test_map_state_tolerated_failure_count_path(
 
     @markers.aws.validated
     @pytest.mark.parametrize(
-        "tolerated_failure_percentage_value", [dict(), "NoNumber", -1.1, -1, 0, 1, 1.1, 100, 100.1]
+        "tolerated_failure_percentage_value", [{}, "NoNumber", -1.1, -1, 0, 1, 1.1, 100, 100.1]
     )
     def test_map_state_tolerated_failure_percentage_path(
         self,
diff --git a/tests/aws/services/stepfunctions/v2/services/test_aws_sdk_task_service.py b/tests/aws/services/stepfunctions/v2/services/test_aws_sdk_task_service.py
index 0c30e5af18d58..33148cd988fc0 100644
--- a/tests/aws/services/stepfunctions/v2/services/test_aws_sdk_task_service.py
+++ b/tests/aws/services/stepfunctions/v2/services/test_aws_sdk_task_service.py
@@ -30,7 +30,7 @@ def test_list_secrets(
     ):
         template = ST.load_sfn_template(ST.AWSSDK_LIST_SECRETS)
         definition = json.dumps(template)
-        exec_input = json.dumps(dict())
+        exec_input = json.dumps({})
         create_and_record_execution(
             aws_client,
             create_state_machine_iam_role,
diff --git a/tests/aws/services/stepfunctions/v2/test_sfn_api.py b/tests/aws/services/stepfunctions/v2/test_sfn_api.py
index b46ec48bd3361..96f7300258a35 100644
--- a/tests/aws/services/stepfunctions/v2/test_sfn_api.py
+++ b/tests/aws/services/stepfunctions/v2/test_sfn_api.py
@@ -316,7 +316,7 @@ def test_list_sms(
             f"statemachine_2_{short_uid()}",
             f"statemachine_3_{short_uid()}",
         ]
-        state_machine_arns = list()
+        state_machine_arns = []
 
         for i, sm_name in enumerate(sm_names):
             creation_resp = create_state_machine(
@@ -371,7 +371,7 @@ def test_list_sms_pagination(
         definition_str = json.dumps(definition)
 
         sm_names = [f"statemachine_{i}_{short_uid()}" for i in range(13)]
-        state_machine_arns = list()
+        state_machine_arns = []
 
         for i, sm_name in enumerate(sm_names):
             creation_resp = create_state_machine(
@@ -646,9 +646,9 @@ def test_list_executions_pagination(
             state_machine_arn=state_machine_arn,
         )
 
-        execution_arns = list()
+        execution_arns = []
         for i in range(13):
-            input_data = json.dumps(dict())
+            input_data = json.dumps({})
 
             exec_resp = aws_client.stepfunctions.start_execution(
                 stateMachineArn=state_machine_arn, input=input_data
@@ -759,9 +759,9 @@ def test_list_executions_versions_pagination(
             state_machine_version_arn=state_machine_version_arn,
         )
 
-        execution_arns = list()
+        execution_arns = []
         for i in range(13):
-            input_data = json.dumps(dict())
+            input_data = json.dumps({})
 
             exec_resp = aws_client.stepfunctions.start_execution(
                 stateMachineArn=state_machine_version_arn, input=input_data
diff --git a/tests/aws/services/stepfunctions/v2/test_sfn_api_aliasing.py b/tests/aws/services/stepfunctions/v2/test_sfn_api_aliasing.py
index b1c1b100a9316..20ddd61043ce4 100644
--- a/tests/aws/services/stepfunctions/v2/test_sfn_api_aliasing.py
+++ b/tests/aws/services/stepfunctions/v2/test_sfn_api_aliasing.py
@@ -303,7 +303,7 @@ def test_error_create_alias_invalid_router_configs(
         )
         state_machine_arn = create_state_machine_response["stateMachineArn"]
 
-        state_machine_version_arns: list[Arn] = list()
+        state_machine_version_arns: list[Arn] = []
         state_machine_version_arns.append(create_state_machine_response["stateMachineVersionArn"])
         for version_number in range(2):
             definition["Comment"] = f"Definition for version {version_number}"
@@ -531,7 +531,7 @@ def test_base_lifecycle_create_delete_list(
         sfn_snapshot.add_transformer(
             RegexTransformer(state_machine_alias_base_name, "state_machine_alias_base_name")
         )
-        state_machine_alias_arns: list[str] = list()
+        state_machine_alias_arns: list[str] = []
         for num in range(3):
             state_machine_alias_name = f"{state_machine_alias_base_name}-{num}"
             create_state_machine_alias_response = create_state_machine_alias(
@@ -788,7 +788,7 @@ def test_base_lifecycle_create_update_describe(
         )
         state_machine_arn = create_state_machine_response["stateMachineArn"]
 
-        state_machine_version_arns: list[Arn] = list()
+        state_machine_version_arns: list[Arn] = []
         state_machine_version_arns.append(create_state_machine_response["stateMachineVersionArn"])
         for version_number in range(2):
             definition["Comment"] = f"Definition for version {version_number}"
diff --git a/tests/aws/services/stepfunctions/v2/test_sfn_api_express.py b/tests/aws/services/stepfunctions/v2/test_sfn_api_express.py
index c193ee4432cb7..fc594475787d9 100644
--- a/tests/aws/services/stepfunctions/v2/test_sfn_api_express.py
+++ b/tests/aws/services/stepfunctions/v2/test_sfn_api_express.py
@@ -77,7 +77,7 @@ def test_start_async_describe_history_execution(
     ):
         definition = ServicesTemplates.load_sfn_template(BaseTemplate.BASE_PASS_RESULT)
         definition_str = json.dumps(definition)
-        execution_input = json.dumps(dict())
+        execution_input = json.dumps({})
         state_machine_arn, execution_arn = create_and_record_express_async_execution(
             aws_client,
             create_state_machine_iam_role,
diff --git a/tests/aws/services/stepfunctions/v2/test_sfn_api_logs.py b/tests/aws/services/stepfunctions/v2/test_sfn_api_logs.py
index 75d6af6532d87..f349be85afd5d 100644
--- a/tests/aws/services/stepfunctions/v2/test_sfn_api_logs.py
+++ b/tests/aws/services/stepfunctions/v2/test_sfn_api_logs.py
@@ -33,7 +33,7 @@
 ]
 _TEST_INCOMPLETE_LOGGING_CONFIGURATIONS = [
     LoggingConfiguration(),
-    LoggingConfiguration(destinations=list()),
+    LoggingConfiguration(destinations=[]),
 ]
 
 
diff --git a/tests/aws/services/stepfunctions/v2/test_sfn_api_versioning.py b/tests/aws/services/stepfunctions/v2/test_sfn_api_versioning.py
index 2a9e7dd020e8e..1ffc74f4f3c84 100644
--- a/tests/aws/services/stepfunctions/v2/test_sfn_api_versioning.py
+++ b/tests/aws/services/stepfunctions/v2/test_sfn_api_versioning.py
@@ -192,7 +192,7 @@ def test_list_state_machine_versions_pagination(
         sfn_snapshot.match("creation_resp_1", creation_resp_1)
         state_machine_arn = creation_resp_1["stateMachineArn"]
 
-        state_machine_version_arns = list()
+        state_machine_version_arns = []
         for revision_no in range(1, 14):
             definition["Comment"] = f"{definition['Comment']}-R{revision_no}"
             definition_raw_str = json.dumps(definition)
diff --git a/tests/unit/utils/analytics/test_metrics.py b/tests/unit/utils/analytics/test_metrics.py
index 1695aeea340d7..781a2083d8270 100644
--- a/tests/unit/utils/analytics/test_metrics.py
+++ b/tests/unit/utils/analytics/test_metrics.py
@@ -31,7 +31,7 @@ def test_counter_reset():
     counter.increment(value=5)
     counter.reset()
     collected = counter.collect()
-    assert collected == list(), f"Unexpected counter value: expected 0, got {collected}"
+    assert collected == [], f"Unexpected counter value: expected 0, got {collected}"
 
 
 def test_labeled_counter_increment():
diff --git a/tests/unit/utils/test_scheduler.py b/tests/unit/utils/test_scheduler.py
index 71b53e74d6acf..7c58225e9afd0 100644
--- a/tests/unit/utils/test_scheduler.py
+++ b/tests/unit/utils/test_scheduler.py
@@ -12,8 +12,8 @@ class DummyTask:
     def __init__(self, fn=None) -> None:
         super().__init__()
         self.i = 0
-        self.invocations = list()
-        self.completions = list()
+        self.invocations = []
+        self.completions = []
         self.fn = fn
 
     def __call__(self, *args, **kwargs):

From 18c73b01bd3c4d498d36a62a97a30602ce51bbe5 Mon Sep 17 00:00:00 2001
From: Bernhard Matyas <90144234+baermat@users.noreply.github.com>
Date: Tue, 12 Aug 2025 10:49:32 +0200
Subject: [PATCH 094/697] add cfn transformation function with key skip
 (#12976)

---
 .../services/cloudformation/provider_utils.py | 32 ++++++++-
 .../cloudformation/test_provider_utils.py     | 65 +++++++++++++++++++
 2 files changed, 96 insertions(+), 1 deletion(-)

diff --git a/localstack-core/localstack/services/cloudformation/provider_utils.py b/localstack-core/localstack/services/cloudformation/provider_utils.py
index 74ce425989285..c87238a9ae86d 100644
--- a/localstack-core/localstack/services/cloudformation/provider_utils.py
+++ b/localstack-core/localstack/services/cloudformation/provider_utils.py
@@ -73,9 +73,12 @@ def recurse_properties(properties: dict, fn: Callable) -> dict:
     return _recurse_properties(deepcopy(properties), fn)
 
 
-def keys_pascalcase_to_lower_camelcase(model: dict) -> dict:
+def keys_pascalcase_to_lower_camelcase(model: dict, skip_keys: set = None) -> dict:
     """Recursively change any dicts keys to lower camelcase"""
 
+    if skip_keys:
+        return _pascal_to_camel_keys_preserve_values(model, skip_keys)
+
     def _keys_pascalcase_to_lower_camelcase(obj):
         if isinstance(obj, dict):
             return {convert_pascalcase_to_lower_camelcase(k): v for k, v in obj.items()}
@@ -85,6 +88,33 @@ def _keys_pascalcase_to_lower_camelcase(obj):
     return _recurse_properties(model, _keys_pascalcase_to_lower_camelcase)
 
 
+def _pascal_to_camel_keys_preserve_values(model: dict, skip_keys: set = None) -> dict:
+    """
+    Variant of keys_pascalcase_to_lower_camelcase
+    All VALUES of provided keys are skipped and not transformed to lower camelcase.
+    The keys themselves will be transformed.
+    The function simply stops recursion if a key matches, so make sure no lower level values are ignored.
+    """
+    skip_keys = skip_keys or set()
+
+    def _transform(obj):
+        if isinstance(obj, dict):
+            new_dict = {}
+            for k, v in obj.items():
+                new_key = convert_pascalcase_to_lower_camelcase(k)
+                if k in skip_keys:
+                    new_dict[new_key] = v
+                else:
+                    new_dict[new_key] = _transform(v)
+            return new_dict
+        elif isinstance(obj, list):
+            return [_transform(i) for i in obj]
+        else:
+            return obj
+
+    return _transform(model)
+
+
 def keys_lower_camelcase_to_pascalcase(model: dict) -> dict:
     """Recursively change any dicts keys to PascalCase"""
 
diff --git a/tests/unit/services/cloudformation/test_provider_utils.py b/tests/unit/services/cloudformation/test_provider_utils.py
index 5fec01d31d662..78ee6b73727d6 100644
--- a/tests/unit/services/cloudformation/test_provider_utils.py
+++ b/tests/unit/services/cloudformation/test_provider_utils.py
@@ -135,3 +135,68 @@ def test_lower_camelcase_to_pascalcase(self):
                 }
             ],
         }
+
+    def test_lower_camelcase_to_pascalcase_skip_keys(self):
+        original_dict = {
+            "Stages": [
+                {
+                    "Actions": [
+                        {
+                            "Actiontypeid": {
+                                "Category": "Source",
+                                "Owner": "AWS",
+                                "Provider": "S3",
+                                "Version": "1",
+                            },
+                            "Configuration": {
+                                "S3bucket": "localstack-codepipeline-source-86a13a88",
+                                "S3objectkey": "source-key",
+                                "Subconfig": {"Subconfig1": "Foo", "Subconfig2": "bar"},
+                            },
+                            "Inputartifacts": [],
+                            "Name": "S3Source",
+                            "Namespace": "S3SourceVariables",
+                            "Outputartifacts": [{"Name": "Artifact_Source_S3Source"}],
+                            "Rolearn": "arn:aws:iam::096845016391:role/EcrPipelineStack-MyPipelineSourceS3SourceCodePipeli-YOoRQUZQe6WU",
+                            "Runorder": 1,
+                        }
+                    ],
+                    "Name": "Source",
+                }
+            ]
+        }
+        target_dict = {
+            "stages": [
+                {
+                    "actions": [
+                        {
+                            "actiontypeid": {
+                                "category": "Source",
+                                "owner": "AWS",
+                                "provider": "S3",
+                                "version": "1",
+                            },
+                            # The excluded key itself is transformed
+                            # Its values are not
+                            # Recursion stops, items at lower levels are not transformed as well
+                            "configuration": {
+                                "S3bucket": "localstack-codepipeline-source-86a13a88",
+                                "S3objectkey": "source-key",
+                                "Subconfig": {"Subconfig1": "Foo", "Subconfig2": "bar"},
+                            },
+                            "inputartifacts": [],
+                            "name": "S3Source",
+                            "namespace": "S3SourceVariables",
+                            "outputartifacts": [{"name": "Artifact_Source_S3Source"}],
+                            "rolearn": "arn:aws:iam::096845016391:role/EcrPipelineStack-MyPipelineSourceS3SourceCodePipeli-YOoRQUZQe6WU",
+                            "runorder": 1,
+                        }
+                    ],
+                    "name": "Source",
+                }
+            ]
+        }
+        converted_dict = utils.keys_pascalcase_to_lower_camelcase(
+            original_dict, skip_keys={"Configuration"}
+        )
+        assert converted_dict == target_dict

From f7013f1f9dff249e7d7416a393d9e8d01326b06f Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 12 Aug 2025 13:57:42 +0200
Subject: [PATCH 095/697] Bump the github-actions group with 2 updates (#12995)

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 .github/workflows/asf-updates.yml           |  2 +-
 .github/workflows/aws-main.yml              |  6 +--
 .github/workflows/aws-tests-s3-image.yml    | 12 +++---
 .github/workflows/aws-tests.yml             | 48 ++++++++++-----------
 .github/workflows/dockerhub-description.yml |  2 +-
 .github/workflows/marker-report.yml         |  2 +-
 .github/workflows/tests-bin.yml             |  2 +-
 .github/workflows/tests-cli.yml             |  2 +-
 .github/workflows/tests-podman.yml          |  2 +-
 .github/workflows/tests-pro-integration.yml |  8 ++--
 .github/workflows/update-test-durations.yml |  4 +-
 .github/workflows/validate-codeowners.yml   |  2 +-
 12 files changed, 46 insertions(+), 46 deletions(-)

diff --git a/.github/workflows/asf-updates.yml b/.github/workflows/asf-updates.yml
index d5dc26668b819..46c419fee3cef 100644
--- a/.github/workflows/asf-updates.yml
+++ b/.github/workflows/asf-updates.yml
@@ -10,7 +10,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Checkout Open Source
-        uses: actions/checkout@v4
+        uses: actions/checkout@v5
         with:
           fetch-depth: 0
 
diff --git a/.github/workflows/aws-main.yml b/.github/workflows/aws-main.yml
index 7bd2f3d90b961..606179ab58b48 100644
--- a/.github/workflows/aws-main.yml
+++ b/.github/workflows/aws-main.yml
@@ -100,7 +100,7 @@ jobs:
     if: ${{ !(inputs.onlyAcceptanceTests == true || inputs.enableTestSelection == true || github.event_name == 'push') && !failure() && !cancelled() && github.repository == 'localstack/localstack' }}
     steps:
         - name: Checkout
-          uses: actions/checkout@v4
+          uses: actions/checkout@v5
 
         - name: Set up Python
           uses: actions/setup-python@v5
@@ -114,7 +114,7 @@ jobs:
           run: make install-dev
 
         - name: Load all test results
-          uses: actions/download-artifact@v4
+          uses: actions/download-artifact@v5
           with:
             pattern: test-results-*
             path: target/coverage/
@@ -199,7 +199,7 @@ jobs:
       - test
     steps:
       - name: Checkout
-        uses: actions/checkout@v4
+        uses: actions/checkout@v5
         with:
           # setuptools_scm requires the git history (at least until the last tag) to determine the version
           fetch-depth: 0
diff --git a/.github/workflows/aws-tests-s3-image.yml b/.github/workflows/aws-tests-s3-image.yml
index 729c0c3157403..4666231ca9485 100644
--- a/.github/workflows/aws-tests-s3-image.yml
+++ b/.github/workflows/aws-tests-s3-image.yml
@@ -95,7 +95,7 @@ jobs:
     runs-on: ${{ matrix.runner }}
     steps:
       - name: Checkout
-        uses: actions/checkout@v4
+        uses: actions/checkout@v5
         with:
           # setuptools_scm requires the git history (at least until the last tag) to determine the version
           fetch-depth: 0
@@ -173,12 +173,12 @@ jobs:
       )
     steps:
       - name: Download AMD64 Results
-        uses: actions/download-artifact@v4
+        uses: actions/download-artifact@v5
         with:
           name: test-results-s3-image-amd64
 
       - name: Download ARM64 Results
-        uses: actions/download-artifact@v4
+        uses: actions/download-artifact@v5
         with:
           name: test-results-s3-image-arm64
 
@@ -206,7 +206,7 @@ jobs:
           password: ${{ secrets.DOCKERHUB_PASSWORD }}
 
       - name: Checkout
-        uses: actions/checkout@v4
+        uses: actions/checkout@v5
 
       - name: Set up Python
         uses: actions/setup-python@v5
@@ -217,12 +217,12 @@ jobs:
         run: pip install --upgrade setuptools setuptools_scm
 
       - name: Download AMD64 image
-        uses: actions/download-artifact@v4
+        uses: actions/download-artifact@v5
         with:
           name: localstack-s3-image-amd64
 
       - name: Download ARM64 image
-        uses: actions/download-artifact@v4
+        uses: actions/download-artifact@v5
         with:
           name: localstack-s3-image-arm64
 
diff --git a/.github/workflows/aws-tests.yml b/.github/workflows/aws-tests.yml
index da60eca2b8d8d..52a50bb81abb7 100644
--- a/.github/workflows/aws-tests.yml
+++ b/.github/workflows/aws-tests.yml
@@ -159,7 +159,7 @@ jobs:
         run: echo "PLATFORM=${{ (runner.arch == 'X64' && 'amd64') || (runner.arch == 'ARM64' && 'arm64') || '' }}" >> $GITHUB_ENV
 
       - name: Checkout
-        uses: actions/checkout@v4
+        uses: actions/checkout@v5
         with:
           path: localstack
           # setuptools_scm requires the git history (at least until the last tag) to determine the version
@@ -209,7 +209,7 @@ jobs:
       cloudformation-v2: ${{ steps.changes.outputs.cloudformation-v2 }}
     steps:
       - name: Checkout
-        uses: actions/checkout@v4
+        uses: actions/checkout@v5
         with:
           # setuptools_scm requires the git history (at least until the last tag) to determine the version
           fetch-depth: 0
@@ -308,7 +308,7 @@ jobs:
     if: always() && !cancelled() && !contains(needs.*.result, 'skipped')
     steps:
       - name: Download Artifacts
-        uses: actions/download-artifact@v4
+        uses: actions/download-artifact@v5
         with:
           pattern: test-results-preflight
 
@@ -365,13 +365,13 @@ jobs:
           echo "${{ inputs.testEnvironmentVariables }}" | sed "s/;/\n/" >> $GITHUB_ENV
 
       - name: Checkout
-        uses: actions/checkout@v4
+        uses: actions/checkout@v5
         with:
           # setuptools_scm requires the git history (at least until the last tag) to determine the version
           fetch-depth: 0
 
       - name: Download Lambda Common packages
-        uses: actions/download-artifact@v4
+        uses: actions/download-artifact@v5
         with:
           name: lambda-common-${{ env.PLATFORM }}
           path: |
@@ -384,7 +384,7 @@ jobs:
 
       - name: Download Test Selection
         if: ${{ env.TESTSELECTION_PYTEST_ARGS }}
-        uses: actions/download-artifact@v4
+        uses: actions/download-artifact@v5
         with:
           name: test-selection
           path: dist/testselection/
@@ -452,7 +452,7 @@ jobs:
       CI_JOB_ID: ${{ github.job }}
     steps:
       - name: Checkout
-        uses: actions/checkout@v4
+        uses: actions/checkout@v5
         with:
           # setuptools_scm requires the git history (at least until the last tag) to determine the version
           fetch-depth: 0
@@ -511,13 +511,13 @@ jobs:
     if: always() && !cancelled() && !contains(needs.*.result, 'skipped')
     steps:
       - name: Download Bootstrap Artifacts
-        uses: actions/download-artifact@v4
+        uses: actions/download-artifact@v5
         if: ${{ matrix.arch == 'amd64' }}
         with:
           pattern: test-results-bootstrap
 
       - name: Download Integration Artifacts
-        uses: actions/download-artifact@v4
+        uses: actions/download-artifact@v5
         with:
           pattern: test-results-integration-${{ matrix.arch }}-*
 
@@ -572,7 +572,7 @@ jobs:
           echo "${{ inputs.testEnvironmentVariables }}" | sed "s/;/\n/" >> $GITHUB_ENV
 
       - name: Checkout
-        uses: actions/checkout@v4
+        uses: actions/checkout@v5
         with:
           # setuptools_scm requires the git history (at least until the last tag) to determine the version
           fetch-depth: 0
@@ -631,7 +631,7 @@ jobs:
     if: always() && !cancelled() && !contains(needs.*.result, 'skipped')
     steps:
       - name: Download Acceptance Artifacts
-        uses: actions/download-artifact@v4
+        uses: actions/download-artifact@v5
         with:
           pattern: test-results-acceptance-${{ matrix.arch }}
 
@@ -659,14 +659,14 @@ jobs:
       CI_JOB_ID: ${{ github.job }}
     steps:
       - name: Checkout
-        uses: actions/checkout@v4
+        uses: actions/checkout@v5
 
       - name: Prepare Local Test Environment
         uses: ./.github/actions/setup-tests-env
 
       - name: Download Test Selection
         if: ${{ env.TESTSELECTION_PYTEST_ARGS }}
-        uses: actions/download-artifact@v4
+        uses: actions/download-artifact@v5
         with:
           name: test-selection
           path: dist/testselection/
@@ -709,14 +709,14 @@ jobs:
       CI_JOB_ID: ${{ github.job }}
     steps:
       - name: Checkout
-        uses: actions/checkout@v4
+        uses: actions/checkout@v5
 
       - name: Prepare Local Test Environment
         uses: ./.github/actions/setup-tests-env
 
       - name: Download Test Selection
         if: ${{ env.TESTSELECTION_PYTEST_ARGS }}
-        uses: actions/download-artifact@v4
+        uses: actions/download-artifact@v5
         with:
           name: test-selection
           path: dist/testselection/
@@ -758,14 +758,14 @@ jobs:
       CI_JOB_ID: ${{ github.job }}
     steps:
       - name: Checkout
-        uses: actions/checkout@v4
+        uses: actions/checkout@v5
 
       - name: Prepare Local Test Environment
         uses: ./.github/actions/setup-tests-env
 
       - name: Download Test Selection
         if: ${{ env.TESTSELECTION_PYTEST_ARGS }}
-        uses: actions/download-artifact@v4
+        uses: actions/download-artifact@v5
         with:
           name: test-selection
           path: dist/testselection/
@@ -809,14 +809,14 @@ jobs:
       CI_JOB_ID: ${{ github.job }}
     steps:
       - name: Checkout
-        uses: actions/checkout@v4
+        uses: actions/checkout@v5
 
       - name: Prepare Local Test Environment
         uses: ./.github/actions/setup-tests-env
 
       - name: Download Test Selection
         if: ${{ env.TESTSELECTION_PYTEST_ARGS }}
-        uses: actions/download-artifact@v4
+        uses: actions/download-artifact@v5
         with:
           name: test-selection
           path: dist/testselection/
@@ -859,22 +859,22 @@ jobs:
     if: always() && !cancelled() && !contains(needs.*.result, 'skipped')
     steps:
       - name: Download Cloudformation v2 Artifacts
-        uses: actions/download-artifact@v4
+        uses: actions/download-artifact@v5
         with:
           pattern: test-results-cloudformation-v2
 
       - name: Download EventBridge v1 Artifacts
-        uses: actions/download-artifact@v4
+        uses: actions/download-artifact@v5
         with:
           pattern: test-results-events-v1
 
       - name: Download DynamoDB v2 Artifacts
-        uses: actions/download-artifact@v4
+        uses: actions/download-artifact@v5
         with:
           pattern: test-results-dynamodb-v2
 
       - name: Download CloudWatch v1 Artifacts
-        uses: actions/download-artifact@v4
+        uses: actions/download-artifact@v5
         with:
           pattern: test-results-cloudwatch-v1
 
@@ -905,7 +905,7 @@ jobs:
           password: ${{ secrets.DOCKERHUB_PULL_TOKEN }}
 
       - name: Checkout
-        uses: actions/checkout@v4
+        uses: actions/checkout@v5
         with:
           # setuptools_scm requires the git history (at least until the last tag) to determine the version
           fetch-depth: 0
diff --git a/.github/workflows/dockerhub-description.yml b/.github/workflows/dockerhub-description.yml
index e8178420788aa..2ffcb0cbfa4c7 100644
--- a/.github/workflows/dockerhub-description.yml
+++ b/.github/workflows/dockerhub-description.yml
@@ -13,7 +13,7 @@ jobs:
     name: Sync DockerHub Description
     runs-on: ubuntu-latest
     steps:
-    - uses: actions/checkout@v4
+    - uses: actions/checkout@v5
 
     - name: Docker Hub Description
       uses: peter-evans/dockerhub-description@v4
diff --git a/.github/workflows/marker-report.yml b/.github/workflows/marker-report.yml
index 8e38e3c670417..a22df3d64b6be 100644
--- a/.github/workflows/marker-report.yml
+++ b/.github/workflows/marker-report.yml
@@ -38,7 +38,7 @@ jobs:
     timeout-minutes: 10
     steps:
       - name: Checkout
-        uses: actions/checkout@v4
+        uses: actions/checkout@v5
         with:
           fetch-depth: 0
 
diff --git a/.github/workflows/tests-bin.yml b/.github/workflows/tests-bin.yml
index 6b214984659fc..4faa21eb9dc05 100644
--- a/.github/workflows/tests-bin.yml
+++ b/.github/workflows/tests-bin.yml
@@ -20,7 +20,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Checkout
-        uses: actions/checkout@v4
+        uses: actions/checkout@v5
 
       - name: Setup BATS
         run: |
diff --git a/.github/workflows/tests-cli.yml b/.github/workflows/tests-cli.yml
index c5215f4fed257..81a14a0f18cab 100644
--- a/.github/workflows/tests-cli.yml
+++ b/.github/workflows/tests-cli.yml
@@ -84,7 +84,7 @@ jobs:
       CI_JOB_ID: ${{ github.job }}-${{ matrix.python-version }}
     steps:
       - name: Checkout
-        uses: actions/checkout@v4
+        uses: actions/checkout@v5
       - name: Set up Python
         id: setup-python
         uses: actions/setup-python@v5
diff --git a/.github/workflows/tests-podman.yml b/.github/workflows/tests-podman.yml
index 778fb5216b174..fc9da7d48dd72 100644
--- a/.github/workflows/tests-podman.yml
+++ b/.github/workflows/tests-podman.yml
@@ -37,7 +37,7 @@ jobs:
       CI_JOB_ID: ${{ github.job }}
     steps:
       - name: Checkout
-        uses: actions/checkout@v4
+        uses: actions/checkout@v5
 
       - name: Set up Python
         uses: actions/setup-python@v5
diff --git a/.github/workflows/tests-pro-integration.yml b/.github/workflows/tests-pro-integration.yml
index 92e8eb09e8d57..8dd7ab9d74fed 100644
--- a/.github/workflows/tests-pro-integration.yml
+++ b/.github/workflows/tests-pro-integration.yml
@@ -135,7 +135,7 @@ jobs:
           docker-images: false
 
       - name: Checkout Community
-        uses: actions/checkout@v4
+        uses: actions/checkout@v5
         with:
           path: localstack
           fetch-depth: 0  # we need the additional commits to figure out the merge base for test selection
@@ -198,7 +198,7 @@ jobs:
             return DEFAULT_REF
 
       - name: Checkout Pro
-        uses: actions/checkout@v4
+        uses: actions/checkout@v5
         with:
           repository: localstack/localstack-pro
           ref: ${{steps.determine-companion-ref.outputs.result}}
@@ -382,12 +382,12 @@ jobs:
       )
     steps:
       - name: Download Artifacts 1
-        uses: actions/download-artifact@v4
+        uses: actions/download-artifact@v5
         with:
           name: test-results-community-1
 
       - name: Download Artifacts 2
-        uses: actions/download-artifact@v4
+        uses: actions/download-artifact@v5
         with:
           name: test-results-community-2
 
diff --git a/.github/workflows/update-test-durations.yml b/.github/workflows/update-test-durations.yml
index 573f21c6b0fd6..72edd58a4051f 100644
--- a/.github/workflows/update-test-durations.yml
+++ b/.github/workflows/update-test-durations.yml
@@ -22,7 +22,7 @@ jobs:
     name: "Download, merge and create PR with test durations"
     runs-on: ubuntu-latest
     steps:
-        - uses: actions/checkout@v4
+        - uses: actions/checkout@v5
           with:
             path: localstack
 
@@ -37,7 +37,7 @@ jobs:
             echo "AWS_MAIN_LATEST_SCHEDULED_RUN_ID=${latest_run_id}" >> $GITHUB_ENV
 
         - name: Load test durations
-          uses: actions/download-artifact@v4
+          uses: actions/download-artifact@v5
           with:
             pattern: pytest-split-durations-${{ env.PLATFORM }}-*
             path: artifacts-test-durations
diff --git a/.github/workflows/validate-codeowners.yml b/.github/workflows/validate-codeowners.yml
index 64ab360af7ed2..55cd6483b1951 100644
--- a/.github/workflows/validate-codeowners.yml
+++ b/.github/workflows/validate-codeowners.yml
@@ -13,7 +13,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Checkout repo
-        uses: actions/checkout@v4
+        uses: actions/checkout@v5
 
       - name: Validate codeowners
         uses: mszostok/codeowners-validator@v0.7.4

From 6cc56f7a31bec32dd2cb80fef7d97181863737ab Mon Sep 17 00:00:00 2001
From: Alex Rashed <2796604+alexrashed@users.noreply.github.com>
Date: Tue, 12 Aug 2025 15:24:16 +0200
Subject: [PATCH 096/697] fix unit test reporting (#12996)

---
 .github/workflows/aws-tests.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/aws-tests.yml b/.github/workflows/aws-tests.yml
index 52a50bb81abb7..5df4747c7a9b1 100644
--- a/.github/workflows/aws-tests.yml
+++ b/.github/workflows/aws-tests.yml
@@ -317,7 +317,7 @@ jobs:
         if: success() || failure()
         with:
           files: |
-            test-results-preflight/*.xml
+            **/pytest-junit-*.xml
           check_name: "Test Results ${{ inputs.testAWSAccountId != '000000000000' && '(MA/MR) ' || ''}}- Preflight, Unit"
           test_file_prefix: "-/opt/code/localstack/"
           action_fail_on_inconclusive: true

From a1ae8f087768ecd267c37d618a367075dc6d780e Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Tue, 12 Aug 2025 18:21:14 +0100
Subject: [PATCH 097/697] CFNv2: Standardise on test reporting (#12984)

---
 .../cloudformation/api/test_changesets.py     |  4 +-
 .../cloudformation/api/test_nested_stacks.py  |  2 +-
 .../cloudformation/api/test_resources.py      |  4 +-
 .../cloudformation/api/test_stacks.py         |  9 ++---
 .../cloudformation/api/test_transformers.py   | 12 +++---
 tests/aws/services/cloudformation/conftest.py | 40 +++++++++++++++++--
 .../cloudformation/engine/test_mappings.py    |  8 ++--
 .../iam/aws_iam_user/test_parity.py           |  2 +-
 .../resource_providers/iam/test_iam.py        |  2 +-
 .../resources/test_apigateway.py              |  6 +--
 .../cloudformation/resources/test_cdk.py      |  2 +-
 .../cloudformation/resources/test_events.py   |  2 +-
 .../resources/test_secretsmanager.py          |  2 +-
 .../cloudformation/resources/test_sns.py      |  2 +-
 .../resources/test_stack_sets.py              |  4 +-
 .../resources/test_stepfunctions.py           |  3 +-
 .../test_change_set_conditions.py             |  2 +-
 .../test_change_set_depends_on.py             |  2 +-
 .../test_change_set_exports_imports.py        |  2 +-
 .../test_change_set_fn_base64.py              |  2 +-
 .../test_change_set_fn_get_attr.py            |  2 +-
 .../cloudformation/test_change_set_fn_join.py |  2 +-
 .../test_change_set_fn_select.py              |  2 +-
 .../test_change_set_fn_split.py               |  2 +-
 .../cloudformation/test_change_set_fn_sub.py  |  2 +-
 .../test_change_set_fn_transform.py           |  2 +-
 .../test_change_set_global_macros.py          |  2 +-
 .../test_change_set_mappings.py               |  2 +-
 .../test_change_set_parameters.py             |  2 +-
 .../cloudformation/test_change_set_ref.py     |  2 +-
 .../cloudformation/test_change_set_values.py  |  2 +-
 .../cloudformation/test_change_sets.py        |  6 +--
 .../cloudformation/test_template_engine.py    | 28 ++++++-------
 33 files changed, 100 insertions(+), 68 deletions(-)

diff --git a/tests/aws/services/cloudformation/api/test_changesets.py b/tests/aws/services/cloudformation/api/test_changesets.py
index dbdf6686bdf1b..fe63891182ef1 100644
--- a/tests/aws/services/cloudformation/api/test_changesets.py
+++ b/tests/aws/services/cloudformation/api/test_changesets.py
@@ -386,7 +386,7 @@ def test_create_change_set_missing_stackname(aws_client):
         )
 
 
-@skip_if_v2_provider(reason="CFNV2:Resolve")
+@skip_if_v2_provider("Resolve")
 @markers.aws.validated
 def test_create_change_set_with_ssm_parameter(
     cleanup_changesets,
@@ -634,7 +634,7 @@ def test_create_and_then_remove_non_supported_resource_change_set(deploy_cfn_tem
     )
 
 
-@skip_if_v2_provider(reason="test needs fixing")
+@skip_if_v2_provider("Test", reason="test needs fixing")
 @markers.aws.needs_fixing
 def test_create_and_then_update_refreshes_template_metadata(
     aws_client,
diff --git a/tests/aws/services/cloudformation/api/test_nested_stacks.py b/tests/aws/services/cloudformation/api/test_nested_stacks.py
index e09745f9ced23..746eff9383426 100644
--- a/tests/aws/services/cloudformation/api/test_nested_stacks.py
+++ b/tests/aws/services/cloudformation/api/test_nested_stacks.py
@@ -295,7 +295,7 @@ def test_nested_stacks_conditions(deploy_cfn_template, s3_create_bucket, aws_cli
     assert ":" not in nested_stack["Stacks"][0]["StackName"]
 
 
-@skip_if_v2_provider(reason="CFNV2:Deletion")
+@skip_if_v2_provider("Deletion")
 @markers.aws.validated
 def test_deletion_of_failed_nested_stack(s3_create_bucket, aws_client, region_name, snapshot):
     """
diff --git a/tests/aws/services/cloudformation/api/test_resources.py b/tests/aws/services/cloudformation/api/test_resources.py
index 5afeebbf25c59..da125ffa7c8c3 100644
--- a/tests/aws/services/cloudformation/api/test_resources.py
+++ b/tests/aws/services/cloudformation/api/test_resources.py
@@ -8,7 +8,7 @@
 from localstack.testing.pytest import markers
 
 
-@skip_if_v1_provider(reason="Not implemented for v1")
+@skip_if_v1_provider("Not implemented for v1")
 @markers.aws.validated
 def test_describe_non_existent_stack(aws_client, deploy_cfn_template, snapshot):
     with pytest.raises(ClientError) as err:
@@ -35,7 +35,7 @@ def test_describe_non_existent_resource(aws_client, deploy_cfn_template, snapsho
     snapshot.match("error", err.value)
 
 
-@skip_if_v1_provider(reason="Not implemented for v1")
+@skip_if_v1_provider("Not implemented for v1")
 @markers.aws.validated
 def test_invalid_logical_resource_id(deploy_cfn_template, snapshot):
     template = {
diff --git a/tests/aws/services/cloudformation/api/test_stacks.py b/tests/aws/services/cloudformation/api/test_stacks.py
index baea6a22260a3..7e15e4cb99172 100644
--- a/tests/aws/services/cloudformation/api/test_stacks.py
+++ b/tests/aws/services/cloudformation/api/test_stacks.py
@@ -295,7 +295,7 @@ def test_update_stack_with_same_template_withoutchange(
 
         snapshot.match("no_change_exception", ctx.value.response)
 
-    @skip_if_v2_provider(reason="CFNV2:Transform")
+    @skip_if_v2_provider("Transform")
     @markers.aws.validated
     def test_update_stack_with_same_template_withoutchange_transformation(
         self, deploy_cfn_template, aws_client
@@ -951,7 +951,7 @@ def test_stack_deploy_order(deploy_cfn_template, aws_client, snapshot, deploy_or
     snapshot.match("events", filtered_events)
 
 
-@skip_if_v1_provider(reason="Not supported with v1 provider")
+@skip_if_v1_provider("Not supported with v1 provider")
 @markers.aws.validated
 @pytest.mark.parametrize(
     "deletions",
@@ -1033,7 +1033,7 @@ def test_stack_deletion_order(
     snapshot.match("all-events", to_snapshot)
 
 
-@skip_if_v2_provider(reason="CFNV2:DescribeStack(noecho)")
+@skip_if_v2_provider("DescribeStack")
 @markers.snapshot.skip_snapshot_verify(
     paths=[
         # TODO: this property is present in the response from LocalStack when
@@ -1184,7 +1184,6 @@ def test_stack_resource_not_found(deploy_cfn_template, aws_client, snapshot):
 
 
 @markers.aws.validated
-@skip_if_v2_provider(reason="Error message does not match")
 def test_non_existing_stack_message(aws_client, snapshot):
     with pytest.raises(botocore.exceptions.ClientError) as ex:
         aws_client.cloudformation.describe_stacks(StackName="non-existing")
@@ -1193,7 +1192,7 @@ def test_non_existing_stack_message(aws_client, snapshot):
     snapshot.match("Error", ex.value.response)
 
 
-@skip_if_v1_provider(reason="Not implemented for V1 provider")
+@skip_if_v1_provider("Not implemented for V1 provider")
 @markers.aws.validated
 def test_no_parameters_given(aws_client, deploy_cfn_template, snapshot):
     template_path = os.path.join(
diff --git a/tests/aws/services/cloudformation/api/test_transformers.py b/tests/aws/services/cloudformation/api/test_transformers.py
index dc4a889e810a8..3198f1e28cce0 100644
--- a/tests/aws/services/cloudformation/api/test_transformers.py
+++ b/tests/aws/services/cloudformation/api/test_transformers.py
@@ -14,7 +14,7 @@
 from localstack.utils.strings import short_uid, to_bytes
 
 
-@skip_if_v2_provider(reason="transform not implemented")
+@skip_if_v2_provider("Transform")
 @markers.aws.validated
 @markers.snapshot.skip_snapshot_verify(paths=["$..tags"])
 def test_duplicate_resources(deploy_cfn_template, s3_bucket, snapshot, aws_client):
@@ -74,10 +74,8 @@ def test_duplicate_resources(deploy_cfn_template, s3_bucket, snapshot, aws_clien
 
 
 @skip_if_v2_provider(
-    reason=(
-        "CFNV2:AWS::Include the transformation is run however the "
-        "physical resource id for the resource is not available"
-    )
+    "AWS::Include",
+    reason="The transformation is run however the physical resource id for the resource is not available",
 )
 @markers.aws.validated
 def test_transformer_property_level(deploy_cfn_template, s3_bucket, aws_client, snapshot):
@@ -131,7 +129,7 @@ def test_transformer_property_level(deploy_cfn_template, s3_bucket, aws_client,
     snapshot.match("processed_template", processed_template)
 
 
-@skip_if_v2_provider(reason="CFNV2:Transform")
+@skip_if_v2_provider("Transform")
 @markers.aws.validated
 def test_transformer_individual_resource_level(deploy_cfn_template, s3_bucket, aws_client):
     api_spec = textwrap.dedent("""
@@ -223,7 +221,7 @@ def transform(template: str, parameters: dict[str, str] | None = None) -> Transf
         call_safe(lambda: aws_client.cloudformation.delete_stack(StackName=stack_id))
 
 
-@skip_if_v2_provider(reason="CFNV2:LanguageExtensions")
+@skip_if_v2_provider("LanguageExtensions")
 class TestLanguageExtensionsTransform:
     """
     Manual testing of the language extensions trasnform
diff --git a/tests/aws/services/cloudformation/conftest.py b/tests/aws/services/cloudformation/conftest.py
index 071fed7edb521..32e7051433c03 100644
--- a/tests/aws/services/cloudformation/conftest.py
+++ b/tests/aws/services/cloudformation/conftest.py
@@ -1,3 +1,5 @@
+import re
+from collections import Counter
 from collections.abc import Iterable
 from typing import TypeVar
 
@@ -7,13 +9,21 @@
 from localstack.testing.aws.util import is_aws_cloud
 from localstack.utils.collections import optional_list
 
+SKIP_TYPE_RE = re.compile(r"^CFNV2\((?P<reason>[^\)]+)\)")
 
-def skip_if_v2_provider(reason: str):
+
+def skip_if_v2_provider(*types: str, reason: str = ""):
+    if reason:
+        reason = f"CFNV2({','.join(types)}): {reason}"
+    else:
+        reason = f"CFNV2({','.join(types)})"
     return pytest.mark.skipif(condition=is_v2_engine() and not is_aws_cloud(), reason=reason)
 
 
-def skip_if_v1_provider(*, reason: str):
-    return pytest.mark.skipif(condition=not is_v2_engine() and not is_aws_cloud(), reason=reason)
+def skip_if_v1_provider(reason: str):
+    return pytest.mark.skipif(
+        condition=not is_v2_engine() and not is_aws_cloud(), reason=f"CFNV1: {reason}"
+    )
 
 
 _T = TypeVar("_T")
@@ -21,3 +31,27 @@ def skip_if_v1_provider(*, reason: str):
 
 def skipped_v2_items(*items: Iterable[_T]) -> list[_T]:
     return optional_list(is_v2_engine(), items)
+
+
+def pytest_report_collectionfinish(config, start_path, startdir, items):
+    if not is_v2_engine():
+        return
+
+    v1_items, v2_skip_types = [], []
+    for item in items:
+        if skip := item.get_closest_marker("skipif"):
+            if reason := skip.kwargs.get("reason"):
+                if "CFNV2" in reason:
+                    if match := SKIP_TYPE_RE.match(reason):
+                        v2_skip_types.append(match.group("reason"))
+                    else:
+                        v2_skip_types.append("Other")
+                elif "CFNV1" in reason:
+                    v1_items.append(item.nodeid)
+    header = f"CFNV2: skipped {len(v1_items)} v1 skips and {len(v2_skip_types)} v2 skips"
+    types_count_parts = []
+    for skip_type, count in sorted(
+        Counter(v2_skip_types).items(), key=lambda e: e[1], reverse=True
+    ):
+        types_count_parts.append("- " + ": ".join([f"CFNV2({skip_type})", str(count)]))
+    return [header] + types_count_parts
diff --git a/tests/aws/services/cloudformation/engine/test_mappings.py b/tests/aws/services/cloudformation/engine/test_mappings.py
index 9a2ca50ef5fa4..00275b6edd93f 100644
--- a/tests/aws/services/cloudformation/engine/test_mappings.py
+++ b/tests/aws/services/cloudformation/engine/test_mappings.py
@@ -70,7 +70,7 @@ def test_mapping_with_nonexisting_key(self, aws_client, cleanups, snapshot):
             )
         snapshot.match("mapping_nonexisting_key_exc", e.value.response)
 
-    @skip_if_v2_provider(reason="CFNV2:Validation replaced with v2 test below")
+    @skip_if_v2_provider("Validation", reason="replaced with v2 test below")
     @markers.aws.only_localstack
     def test_async_mapping_error_first_level(self, deploy_cfn_template):
         """
@@ -94,7 +94,7 @@ def test_async_mapping_error_first_level(self, deploy_cfn_template):
         assert "Cannot find map key 'C' in mapping 'TopicSuffixMap'" in str(exc_info.value)
 
     @markers.aws.validated
-    @skip_if_v1_provider(reason="V1 provider is not in parity with AWS")
+    @skip_if_v1_provider("V1 provider is not in parity with AWS")
     def test_async_mapping_error_first_level_v2(self, aws_client, snapshot):
         snapshot.add_transformer(snapshot.transform.cloudformation_api())
         topic_name = f"test-topic-{short_uid()}"
@@ -120,7 +120,7 @@ def test_async_mapping_error_first_level_v2(self, aws_client, snapshot):
 
         snapshot.match("error", exc_info.value)
 
-    @skip_if_v2_provider(reason="CFNV2:Validation replaced with v2 test below")
+    @skip_if_v2_provider("Validation", reason="replaced with v2 test below")
     @markers.aws.only_localstack
     def test_async_mapping_error_second_level(self, deploy_cfn_template):
         """
@@ -146,7 +146,7 @@ def test_async_mapping_error_second_level(self, deploy_cfn_template):
         )
 
     @markers.aws.validated
-    @skip_if_v1_provider(reason="V1 provider is not in parity with AWS")
+    @skip_if_v1_provider("V1 provider is not in parity with AWS")
     def test_async_mapping_error_second_level_v2(self, aws_client, snapshot):
         """
         Similar to the `test_async_mapping_error_first_level` test above, but
diff --git a/tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_parity.py b/tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_parity.py
index f399d88fdd60b..64604ad2ef690 100644
--- a/tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_parity.py
+++ b/tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_parity.py
@@ -22,7 +22,7 @@ class TestParity:
         - Negative test: missing required properties
     """
 
-    @skip_if_v2_provider(reason="CFNV2:Engine possible resource dependency issue")
+    @skip_if_v2_provider("Engine", reason="possible resource dependency issue")
     @markers.aws.validated
     @markers.snapshot.skip_snapshot_verify(
         paths=["$..IsTruncated"]
diff --git a/tests/aws/services/cloudformation/resource_providers/iam/test_iam.py b/tests/aws/services/cloudformation/resource_providers/iam/test_iam.py
index cc36c31439092..96b7a5c333c1b 100644
--- a/tests/aws/services/cloudformation/resource_providers/iam/test_iam.py
+++ b/tests/aws/services/cloudformation/resource_providers/iam/test_iam.py
@@ -202,7 +202,7 @@ def test_update_inline_policy(deploy_cfn_template, snapshot, aws_client):
     snapshot.match("role_updated_inline_policy", role_updated_inline_policy_resource)
 
 
-@skip_if_v2_provider(reason="CFNV2:Engine Ref: AWS::NoValue")
+@skip_if_v2_provider("Engine", reason="Ref: AWS::NoValue")
 @markers.aws.validated
 @markers.snapshot.skip_snapshot_verify(
     paths=[
diff --git a/tests/aws/services/cloudformation/resources/test_apigateway.py b/tests/aws/services/cloudformation/resources/test_apigateway.py
index de7b56aed8b9c..5d5e1468c80fb 100644
--- a/tests/aws/services/cloudformation/resources/test_apigateway.py
+++ b/tests/aws/services/cloudformation/resources/test_apigateway.py
@@ -167,8 +167,9 @@ def _invoke():
 
 
 @skip_if_v2_provider(
+    "Provider",
     reason="The v2 provider appears to instead return the correct url: "
-    "https://e1i3grfiws.execute-api.us-east-1.localhost.localstack.cloud/prod/"
+    "https://e1i3grfiws.execute-api.us-east-1.localhost.localstack.cloud/prod/",
 )
 @markers.aws.only_localstack
 def test_url_output(httpserver, deploy_cfn_template):
@@ -330,7 +331,6 @@ def test_cfn_deploy_apigateway_integration(deploy_cfn_template, snapshot, aws_cl
     # TODO: snapshot the authorizer too? it's not attached to the REST API
 
 
-# @skip_if_v2_provider(reason="")
 @markers.aws.validated
 @markers.snapshot.skip_snapshot_verify(
     paths=[
@@ -582,7 +582,7 @@ def test_api_gateway_with_policy_as_dict(deploy_cfn_template, snapshot, aws_clie
 
 
 @skip_if_v2_provider(
-    reason="CFNV2:Other lambda function fails on creation due to invalid function name"
+    "Other", reason="lambda function fails on creation due to invalid function name"
 )
 @markers.aws.validated
 @markers.snapshot.skip_snapshot_verify(
diff --git a/tests/aws/services/cloudformation/resources/test_cdk.py b/tests/aws/services/cloudformation/resources/test_cdk.py
index 689fbaa7afb32..7f339d8bab19f 100644
--- a/tests/aws/services/cloudformation/resources/test_cdk.py
+++ b/tests/aws/services/cloudformation/resources/test_cdk.py
@@ -118,7 +118,7 @@ def test_cdk_bootstrap(self, deploy_cfn_template, aws_client, bootstrap_version,
             "$..Outputs..Description",
         ]
     )
-    @skip_if_v1_provider(reason="Changes array not in parity")
+    @skip_if_v1_provider("Changes array not in parity")
     def test_cdk_bootstrap_redeploy(
         self,
         aws_client,
diff --git a/tests/aws/services/cloudformation/resources/test_events.py b/tests/aws/services/cloudformation/resources/test_events.py
index 46c59cbd55dd0..ae79ed5c55d85 100644
--- a/tests/aws/services/cloudformation/resources/test_events.py
+++ b/tests/aws/services/cloudformation/resources/test_events.py
@@ -105,7 +105,7 @@ def test_eventbus_policy_statement(deploy_cfn_template, aws_client):
     assert event_bus_name in statement["Resource"]
 
 
-@skip_if_v2_provider(reason="CFNV2:Other")
+@skip_if_v2_provider("Other")
 @markers.aws.validated
 def test_event_rule_to_logs(deploy_cfn_template, aws_client):
     event_rule_name = f"event-rule-{short_uid()}"
diff --git a/tests/aws/services/cloudformation/resources/test_secretsmanager.py b/tests/aws/services/cloudformation/resources/test_secretsmanager.py
index f4b6834043f3e..9f5b561984fe6 100644
--- a/tests/aws/services/cloudformation/resources/test_secretsmanager.py
+++ b/tests/aws/services/cloudformation/resources/test_secretsmanager.py
@@ -77,7 +77,7 @@ def test_cfn_secret_policy(deploy_cfn_template, block_public_policy, aws_client,
     snapshot.add_transformer(snapshot.transform.key_value("Name", "policy-name"))
 
 
-@skip_if_v2_provider(reason="CFNV2:Other")
+@skip_if_v2_provider("Other")
 @markers.aws.validated
 def test_cdk_deployment_generates_secret_value_if_no_value_is_provided(
     aws_client, snapshot, infrastructure_setup
diff --git a/tests/aws/services/cloudformation/resources/test_sns.py b/tests/aws/services/cloudformation/resources/test_sns.py
index e7ae6cd41fb8a..37260bf159728 100644
--- a/tests/aws/services/cloudformation/resources/test_sns.py
+++ b/tests/aws/services/cloudformation/resources/test_sns.py
@@ -80,7 +80,7 @@ def test_sns_subscription(deploy_cfn_template, aws_client):
     assert len(subscriptions["Subscriptions"]) > 0
 
 
-@skip_if_v2_provider(reason="CFNV2:Engine")
+@skip_if_v2_provider("Engine")
 @markers.aws.validated
 def test_deploy_stack_with_sns_topic(deploy_cfn_template, aws_client):
     stack = deploy_cfn_template(
diff --git a/tests/aws/services/cloudformation/resources/test_stack_sets.py b/tests/aws/services/cloudformation/resources/test_stack_sets.py
index ac98fd6c4a947..21f5339923e27 100644
--- a/tests/aws/services/cloudformation/resources/test_stack_sets.py
+++ b/tests/aws/services/cloudformation/resources/test_stack_sets.py
@@ -83,7 +83,7 @@ def test_create_stack_set_with_stack_instances(
     aws_client.cloudformation.delete_stack_set(StackSetName=stack_set_name)
 
 
-@skip_if_v1_provider(reason="Not implemented in V1 provider")
+@skip_if_v1_provider("Not implemented in V1 provider")
 @markers.aws.validated
 def test_delete_nonexistent_stack_set(aws_client, snapshot):
     # idempotent
@@ -99,7 +99,7 @@ def test_delete_nonexistent_stack_set(aws_client, snapshot):
     )
 
 
-@skip_if_v1_provider(reason="Not implemented in V1 provider")
+@skip_if_v1_provider("Not implemented in V1 provider")
 @markers.aws.validated
 def test_fetch_non_existent_stack_set_instances(aws_client, snapshot):
     with pytest.raises(ClientError) as e:
diff --git a/tests/aws/services/cloudformation/resources/test_stepfunctions.py b/tests/aws/services/cloudformation/resources/test_stepfunctions.py
index b001abae8ed80..befb779c2e42e 100644
--- a/tests/aws/services/cloudformation/resources/test_stepfunctions.py
+++ b/tests/aws/services/cloudformation/resources/test_stepfunctions.py
@@ -48,7 +48,8 @@ def _is_executed():
 
 
 @skip_if_v2_provider(
-    reason="CFNV2:Engine During change set describe the a Ref to a not yet deployed resource returns null which is an invalid input for Fn::Split"
+    "Engine",
+    reason="During change set describe the a Ref to a not yet deployed resource returns null which is an invalid input for Fn::Split",
 )
 @markers.aws.validated
 def test_nested_statemachine_with_sync2(deploy_cfn_template, aws_client):
diff --git a/tests/aws/services/cloudformation/test_change_set_conditions.py b/tests/aws/services/cloudformation/test_change_set_conditions.py
index e5449080457a2..a567b99cd4ccd 100644
--- a/tests/aws/services/cloudformation/test_change_set_conditions.py
+++ b/tests/aws/services/cloudformation/test_change_set_conditions.py
@@ -5,7 +5,7 @@
 from localstack.utils.strings import long_uid
 
 
-@skip_if_v1_provider(reason="Requires the V2 engine")
+@skip_if_v1_provider("Requires the V2 engine")
 @markers.snapshot.skip_snapshot_verify(
     paths=[
         "per-resource-events..*",
diff --git a/tests/aws/services/cloudformation/test_change_set_depends_on.py b/tests/aws/services/cloudformation/test_change_set_depends_on.py
index ae574a2224ebb..bba7112fb25aa 100644
--- a/tests/aws/services/cloudformation/test_change_set_depends_on.py
+++ b/tests/aws/services/cloudformation/test_change_set_depends_on.py
@@ -5,7 +5,7 @@
 from localstack.utils.strings import long_uid
 
 
-@skip_if_v1_provider(reason="Requires the V2 engine")
+@skip_if_v1_provider("Requires the V2 engine")
 @markers.snapshot.skip_snapshot_verify(
     paths=[
         "per-resource-events..*",
diff --git a/tests/aws/services/cloudformation/test_change_set_exports_imports.py b/tests/aws/services/cloudformation/test_change_set_exports_imports.py
index c9ea4b0def3c8..e91f1bf441db3 100644
--- a/tests/aws/services/cloudformation/test_change_set_exports_imports.py
+++ b/tests/aws/services/cloudformation/test_change_set_exports_imports.py
@@ -28,7 +28,7 @@ def inner(change_set_name: str, stack_name: str | None = None):
     return inner
 
 
-@skip_if_v1_provider(reason="Not supported on V1")
+@skip_if_v1_provider("Not supported on V1")
 @markers.snapshot.skip_snapshot_verify(
     paths=[
         "$..Changes..ResourceChange.Details",
diff --git a/tests/aws/services/cloudformation/test_change_set_fn_base64.py b/tests/aws/services/cloudformation/test_change_set_fn_base64.py
index 3126bb6caf6ac..44e99a379fbf8 100644
--- a/tests/aws/services/cloudformation/test_change_set_fn_base64.py
+++ b/tests/aws/services/cloudformation/test_change_set_fn_base64.py
@@ -5,7 +5,7 @@
 from localstack.utils.strings import long_uid
 
 
-@skip_if_v1_provider(reason="Requires the V2 engine")
+@skip_if_v1_provider("Requires the V2 engine")
 @markers.snapshot.skip_snapshot_verify(
     paths=[
         "per-resource-events..*",
diff --git a/tests/aws/services/cloudformation/test_change_set_fn_get_attr.py b/tests/aws/services/cloudformation/test_change_set_fn_get_attr.py
index 6e48d1a4f2ea4..ec11138588659 100644
--- a/tests/aws/services/cloudformation/test_change_set_fn_get_attr.py
+++ b/tests/aws/services/cloudformation/test_change_set_fn_get_attr.py
@@ -6,7 +6,7 @@
 from localstack.utils.strings import long_uid
 
 
-@skip_if_v1_provider(reason="Requires the V2 engine")
+@skip_if_v1_provider("Requires the V2 engine")
 @markers.snapshot.skip_snapshot_verify(
     paths=[
         "per-resource-events..*",
diff --git a/tests/aws/services/cloudformation/test_change_set_fn_join.py b/tests/aws/services/cloudformation/test_change_set_fn_join.py
index 07e32d683a2a9..90d784c9940e6 100644
--- a/tests/aws/services/cloudformation/test_change_set_fn_join.py
+++ b/tests/aws/services/cloudformation/test_change_set_fn_join.py
@@ -5,7 +5,7 @@
 from localstack.utils.strings import long_uid
 
 
-@skip_if_v1_provider(reason="Requires the V2 engine")
+@skip_if_v1_provider("Requires the V2 engine")
 @markers.snapshot.skip_snapshot_verify(
     paths=[
         "per-resource-events..*",
diff --git a/tests/aws/services/cloudformation/test_change_set_fn_select.py b/tests/aws/services/cloudformation/test_change_set_fn_select.py
index d57c0973bf967..c2597ba35eb1b 100644
--- a/tests/aws/services/cloudformation/test_change_set_fn_select.py
+++ b/tests/aws/services/cloudformation/test_change_set_fn_select.py
@@ -5,7 +5,7 @@
 from localstack.utils.strings import long_uid
 
 
-@skip_if_v1_provider(reason="Requires the V2 engine")
+@skip_if_v1_provider("Requires the V2 engine")
 @markers.snapshot.skip_snapshot_verify(
     paths=[
         "per-resource-events..*",
diff --git a/tests/aws/services/cloudformation/test_change_set_fn_split.py b/tests/aws/services/cloudformation/test_change_set_fn_split.py
index 7b263e9ad0b5c..1743c4cc9da00 100644
--- a/tests/aws/services/cloudformation/test_change_set_fn_split.py
+++ b/tests/aws/services/cloudformation/test_change_set_fn_split.py
@@ -5,7 +5,7 @@
 from localstack.utils.strings import long_uid
 
 
-@skip_if_v1_provider(reason="Requires the V2 engine")
+@skip_if_v1_provider("Requires the V2 engine")
 @markers.snapshot.skip_snapshot_verify(
     paths=[
         "per-resource-events..*",
diff --git a/tests/aws/services/cloudformation/test_change_set_fn_sub.py b/tests/aws/services/cloudformation/test_change_set_fn_sub.py
index 662e5bd0f6c71..6646589f1f7e2 100644
--- a/tests/aws/services/cloudformation/test_change_set_fn_sub.py
+++ b/tests/aws/services/cloudformation/test_change_set_fn_sub.py
@@ -5,7 +5,7 @@
 from localstack.utils.strings import long_uid
 
 
-@skip_if_v1_provider(reason="Requires the V2 engine")
+@skip_if_v1_provider("Requires the V2 engine")
 @markers.snapshot.skip_snapshot_verify(
     paths=[
         "per-resource-events..*",
diff --git a/tests/aws/services/cloudformation/test_change_set_fn_transform.py b/tests/aws/services/cloudformation/test_change_set_fn_transform.py
index 55f917e10c4f3..60a0387b436b5 100644
--- a/tests/aws/services/cloudformation/test_change_set_fn_transform.py
+++ b/tests/aws/services/cloudformation/test_change_set_fn_transform.py
@@ -8,7 +8,7 @@
 from localstack.utils.strings import short_uid
 
 
-@pytest.mark.skip("CFnv2 implementation missing")
+@pytest.mark.skip(reason="Not implemented with either provider")
 @markers.snapshot.skip_snapshot_verify(
     paths=[
         "per-resource-events..*",
diff --git a/tests/aws/services/cloudformation/test_change_set_global_macros.py b/tests/aws/services/cloudformation/test_change_set_global_macros.py
index 840dbf2aa9e36..dd0085aadfa88 100644
--- a/tests/aws/services/cloudformation/test_change_set_global_macros.py
+++ b/tests/aws/services/cloudformation/test_change_set_global_macros.py
@@ -11,7 +11,7 @@
 from localstack.utils.strings import short_uid
 
 
-@skip_if_v1_provider(reason="Requires the V2 engine")
+@skip_if_v1_provider("Requires the V2 engine")
 @markers.snapshot.skip_snapshot_verify(
     paths=[
         "per-resource-events..*",
diff --git a/tests/aws/services/cloudformation/test_change_set_mappings.py b/tests/aws/services/cloudformation/test_change_set_mappings.py
index 1e78af0d3356f..266246a3f9e28 100644
--- a/tests/aws/services/cloudformation/test_change_set_mappings.py
+++ b/tests/aws/services/cloudformation/test_change_set_mappings.py
@@ -5,7 +5,7 @@
 from localstack.utils.strings import long_uid
 
 
-@skip_if_v1_provider(reason="Requires the V2 engine")
+@skip_if_v1_provider("Requires the V2 engine")
 @markers.snapshot.skip_snapshot_verify(
     paths=[
         "per-resource-events..*",
diff --git a/tests/aws/services/cloudformation/test_change_set_parameters.py b/tests/aws/services/cloudformation/test_change_set_parameters.py
index 093f868d7ff9a..0189be856cf92 100644
--- a/tests/aws/services/cloudformation/test_change_set_parameters.py
+++ b/tests/aws/services/cloudformation/test_change_set_parameters.py
@@ -5,7 +5,7 @@
 from localstack.utils.strings import long_uid
 
 
-@skip_if_v1_provider(reason="Requires the V2 engine")
+@skip_if_v1_provider("Requires the V2 engine")
 @markers.snapshot.skip_snapshot_verify(
     paths=[
         "per-resource-events..*",
diff --git a/tests/aws/services/cloudformation/test_change_set_ref.py b/tests/aws/services/cloudformation/test_change_set_ref.py
index 746944ba483e1..b3543d82763a2 100644
--- a/tests/aws/services/cloudformation/test_change_set_ref.py
+++ b/tests/aws/services/cloudformation/test_change_set_ref.py
@@ -5,7 +5,7 @@
 from localstack.utils.strings import long_uid
 
 
-@skip_if_v1_provider(reason="Requires the V2 engine")
+@skip_if_v1_provider("Requires the V2 engine")
 @markers.snapshot.skip_snapshot_verify(
     paths=[
         "per-resource-events..*",
diff --git a/tests/aws/services/cloudformation/test_change_set_values.py b/tests/aws/services/cloudformation/test_change_set_values.py
index 17ebb015fb7c3..7bae300a71cd2 100644
--- a/tests/aws/services/cloudformation/test_change_set_values.py
+++ b/tests/aws/services/cloudformation/test_change_set_values.py
@@ -5,7 +5,7 @@
 from localstack.utils.strings import long_uid
 
 
-@skip_if_v1_provider(reason="Requires the V2 engine")
+@skip_if_v1_provider("Requires the V2 engine")
 @markers.snapshot.skip_snapshot_verify(
     paths=[
         "per-resource-events..*",
diff --git a/tests/aws/services/cloudformation/test_change_sets.py b/tests/aws/services/cloudformation/test_change_sets.py
index d136c74a44df7..a98d8d8e26ec3 100644
--- a/tests/aws/services/cloudformation/test_change_sets.py
+++ b/tests/aws/services/cloudformation/test_change_sets.py
@@ -10,7 +10,7 @@
 from localstack.utils.strings import short_uid
 
 
-@skip_if_v1_provider(reason="Requires the V2 engine")
+@skip_if_v1_provider("Requires the V2 engine")
 @markers.snapshot.skip_snapshot_verify(
     paths=[
         "delete-describe..*",
@@ -780,7 +780,7 @@ def test_single_resource_static_update(
         snapshot.match("parameter-2", parameter)
 
 
-@skip_if_v1_provider(reason="Not supported with v1 engine")
+@skip_if_v1_provider("Not supported with v1 engine")
 @markers.aws.validated
 @markers.snapshot.skip_snapshot_verify(
     paths=[
@@ -858,7 +858,7 @@ def update_parameter_value():
     )
 
 
-@skip_if_v1_provider(reason="Not supported with v1 engine")
+@skip_if_v1_provider("Not supported with v1 engine")
 @markers.aws.validated
 @markers.snapshot.skip_snapshot_verify(
     paths=[
diff --git a/tests/aws/services/cloudformation/test_template_engine.py b/tests/aws/services/cloudformation/test_template_engine.py
index 37d4d03a69ffc..83cb90b640f76 100644
--- a/tests/aws/services/cloudformation/test_template_engine.py
+++ b/tests/aws/services/cloudformation/test_template_engine.py
@@ -114,7 +114,7 @@ def test_base64_sub_and_getatt_functions(self, deploy_cfn_template):
         converted_string = base64.b64encode(bytes(original_string, "utf-8")).decode("utf-8")
         assert converted_string == deployed.outputs["Encoded"]
 
-    @skip_if_v2_provider(reason="CFNV2:LanguageExtensions")
+    @skip_if_v2_provider("LanguageExtensions")
     @markers.aws.validated
     def test_split_length_and_join_functions(self, deploy_cfn_template):
         template_path = os.path.join(
@@ -350,7 +350,7 @@ def test_create_stack_with_ssm_parameters(
         )
 
     @markers.aws.validated
-    @skip_if_v2_provider(reason="CFNV2:Resolve")
+    @skip_if_v2_provider("Resolve")
     def test_resolve_ssm(self, create_parameter, deploy_cfn_template):
         parameter_key = f"param-key-{short_uid()}"
         parameter_value = f"param-value-{short_uid()}"
@@ -366,7 +366,7 @@ def test_resolve_ssm(self, create_parameter, deploy_cfn_template):
         topic_name = result.outputs["TopicName"]
         assert topic_name == parameter_value
 
-    @skip_if_v2_provider(reason="CFNV2:Resolve")
+    @skip_if_v2_provider("Resolve")
     @markers.aws.validated
     def test_resolve_ssm_with_version(self, create_parameter, deploy_cfn_template, aws_client):
         parameter_key = f"param-key-{short_uid()}"
@@ -393,7 +393,7 @@ def test_resolve_ssm_with_version(self, create_parameter, deploy_cfn_template, a
         topic_name = result.outputs["TopicName"]
         assert topic_name == parameter_value_v1
 
-    @skip_if_v2_provider(reason="CFNV2:Resolve")
+    @skip_if_v2_provider("Resolve")
     @markers.aws.needs_fixing
     def test_resolve_ssm_secure(self, create_parameter, deploy_cfn_template):
         parameter_key = f"param-key-{short_uid()}"
@@ -411,7 +411,7 @@ def test_resolve_ssm_secure(self, create_parameter, deploy_cfn_template):
         topic_name = result.outputs["TopicName"]
         assert topic_name == parameter_value
 
-    @skip_if_v1_provider(reason="Not supported in the v1 provider")
+    @skip_if_v1_provider("Not supported in the v1 provider")
     @markers.aws.validated
     def test_resolve_ssm_missing_parameter(self, snapshot, deploy_cfn_template):
         template = {
@@ -471,7 +471,7 @@ def test_ssm_nested_with_nested_stack(self, s3_create_bucket, deploy_cfn_templat
 
         assert ssm_parameter == key_value
 
-    @skip_if_v2_provider("CFNV2:Resolve stringlist type not supported yet")
+    @skip_if_v2_provider("Resolve", reason="stringlist type not supported yet")
     @markers.aws.validated
     def test_create_change_set_with_ssm_parameter_list(
         self, deploy_cfn_template, aws_client, region_name, account_id, snapshot
@@ -670,7 +670,7 @@ def test_macro_deployment(
         snapshot.match("stack_outputs", stack_with_macro.outputs)
         snapshot.match("stack_resource_descriptions", description)
 
-    @skip_if_v2_provider(reason="CFNV2:Macros")
+    @skip_if_v2_provider("Macros")
     @markers.aws.validated
     @markers.snapshot.skip_snapshot_verify(
         paths=[
@@ -732,7 +732,7 @@ def test_global_scope(
         snapshot.match("processed_template", processed_template)
 
     @skip_if_v2_provider(
-        reason="CFNV2:Fn::Transform as resource property with missing Name and Parameters fields"
+        "Transform", reason="as resource property with missing Name and Parameters fields"
     )
     @markers.aws.validated
     @pytest.mark.parametrize(
@@ -794,7 +794,7 @@ def test_snipped_scope(
         snapshot.match("original_template", original_template)
         snapshot.match("processed_template", processed_template)
 
-    @skip_if_v2_provider(reason="Fn::Transform")
+    @skip_if_v2_provider("Fn::Transform")
     @markers.aws.validated
     def test_attribute_uses_macro(self, deploy_cfn_template, create_lambda_function, aws_client):
         macro_function_path = os.path.join(
@@ -871,7 +871,7 @@ def test_scope_order_and_parameters(
         )
         snapshot.match("processed_template", processed_template)
 
-    @skip_if_v2_provider(reason="CFNV2:Transform")
+    @skip_if_v2_provider("Transform")
     @markers.aws.validated
     @markers.snapshot.skip_snapshot_verify(
         paths=[
@@ -1002,7 +1002,7 @@ def test_validate_lambda_internals(
             processed_template["TemplateBody"]["Resources"]["Parameter"]["Properties"]["Value"],
         )
 
-    @skip_if_v2_provider(reason="CFNV2:Transform")
+    @skip_if_v2_provider("Transform")
     @markers.aws.validated
     def test_to_validate_template_limit_for_macro(
         self, deploy_cfn_template, create_lambda_function, snapshot, aws_client
@@ -1055,7 +1055,7 @@ def test_to_validate_template_limit_for_macro(
         )
         snapshot.match("error_response", response)
 
-    @skip_if_v2_provider(reason="CFNV2:Transform")
+    @skip_if_v2_provider("Transform")
     @markers.aws.validated
     def test_error_pass_macro_as_reference(self, snapshot, aws_client):
         """
@@ -1077,7 +1077,7 @@ def test_error_pass_macro_as_reference(self, snapshot, aws_client):
             )
         snapshot.match("error", ex.value.response)
 
-    @skip_if_v2_provider(reason="CFNV2:Transform")
+    @skip_if_v2_provider("Transform")
     @markers.aws.validated
     def test_functions_and_references_during_transformation(
         self, deploy_cfn_template, create_lambda_function, snapshot, cleanups, aws_client
@@ -1128,7 +1128,7 @@ def test_functions_and_references_during_transformation(
             processed_template["TemplateBody"]["Resources"]["Parameter"]["Properties"]["Value"],
         )
 
-    @skip_if_v2_provider(reason="CFNV2:Transform")
+    @skip_if_v2_provider("Transform")
     @pytest.mark.parametrize(
         "macro_function",
         [

From 617f23017267633954e0230630e9120f78ddcc78 Mon Sep 17 00:00:00 2001
From: Daniel Fangl <daniel.fangl@localstack.cloud>
Date: Wed, 13 Aug 2025 15:24:05 +0200
Subject: [PATCH 098/697] Remove buildjet from s3 image arm pipeline (#13004)

---
 .github/workflows/aws-tests-s3-image.yml | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/.github/workflows/aws-tests-s3-image.yml b/.github/workflows/aws-tests-s3-image.yml
index 4666231ca9485..0e597250f4fd9 100644
--- a/.github/workflows/aws-tests-s3-image.yml
+++ b/.github/workflows/aws-tests-s3-image.yml
@@ -3,7 +3,7 @@ name: AWS / S3 Image Integration Tests
 on:
   push:
     paths:
-      - .github/workflows/tests-s3-image.yml
+      - .github/workflows/aws-tests-s3-image.yml
       - localstack-core/localstack/aws/*.py
       - localstack-core/localstack/aws/handlers/*¨
       - localstack-core/localstack/aws/protocol/**
@@ -22,7 +22,7 @@ on:
       - main
   pull_request:
     paths:
-      - .github/workflows/tests-s3-image.yml
+      - .github/workflows/aws-tests-s3-image.yml
       - localstack-core/localstack/aws/*.py
       - localstack-core/localstack/aws/handlers/*¨
       - localstack-core/localstack/aws/protocol/**
@@ -83,7 +83,7 @@ jobs:
           - arch: amd64
             runner: ubuntu-latest
           - arch: arm64
-            runner: buildjet-2vcpu-ubuntu-2204-arm
+            runner: ubuntu-24.04-arm
     name: "Build and Test S3 image"
     env:
       PLATFORM: ${{ matrix.arch }}

From 969e613f4c5151b594e8c5f96f884bcde9bca002 Mon Sep 17 00:00:00 2001
From: Marco Edoardo Palma <64580864+MEPalma@users.noreply.github.com>
Date: Wed, 13 Aug 2025 16:50:45 +0200
Subject: [PATCH 099/697] Improve handling of LDM shutdowns during invocations
 (#13002)

---
 .../lambda_/invocation/version_manager.py       | 17 ++++++++++++++++-
 1 file changed, 16 insertions(+), 1 deletion(-)

diff --git a/localstack-core/localstack/services/lambda_/invocation/version_manager.py b/localstack-core/localstack/services/lambda_/invocation/version_manager.py
index 500e27133f7d7..75fdfad3783d1 100644
--- a/localstack-core/localstack/services/lambda_/invocation/version_manager.py
+++ b/localstack-core/localstack/services/lambda_/invocation/version_manager.py
@@ -3,6 +3,7 @@
 import threading
 import time
 from concurrent.futures import Future
+from concurrent.futures._base import CancelledError
 
 from localstack import config
 from localstack.aws.api.lambda_ import (
@@ -31,7 +32,7 @@
 )
 from localstack.services.lambda_.invocation.runtime_executor import get_runtime_executor
 from localstack.services.lambda_.ldm import LDMProvisioner
-from localstack.utils.strings import long_uid, truncate
+from localstack.utils.strings import long_uid, to_bytes, truncate
 from localstack.utils.threads import FuncThread, start_thread
 
 LOG = logging.getLogger(__name__)
@@ -212,6 +213,20 @@ def invoke(self, *, invocation: Invocation) -> InvocationResult:
                 self.store_logs(
                     invocation_result=invocation_result, execution_env=ldm_execution_environment
                 )
+            except CancelledError as e:
+                # Timeouts for invocation futures are managed by LDM, a cancelled error here is
+                # aligned with the debug container terminating whilst debugging/invocation.
+                LOG.debug("LDM invocation future encountered a cancelled error: '%s'", e)
+                invocation_result = InvocationResult(
+                    request_id="",
+                    payload=to_bytes(
+                        "The invocation was canceled because the debug configuration "
+                        "was removed or the operation timed out"
+                    ),
+                    is_error=True,
+                    logs="",
+                    executed_version=self.function_version.id.qualifier,
+                )
             except StatusErrorException as e:
                 invocation_result = InvocationResult(
                     request_id="",

From 5a920cb0876b885ebb5b3f17830ccec82889916a Mon Sep 17 00:00:00 2001
From: Mathieu Cloutier <79954947+cloutierMat@users.noreply.github.com>
Date: Wed, 13 Aug 2025 12:23:10 -0600
Subject: [PATCH 100/697] fix port subrange from subclass (#13001)

---
 localstack-core/localstack/utils/net.py |  3 ++-
 tests/unit/utils/test_net_utils.py      | 12 ++++++++++++
 2 files changed, 14 insertions(+), 1 deletion(-)

diff --git a/localstack-core/localstack/utils/net.py b/localstack-core/localstack/utils/net.py
index 8a6d858cb64ac..515e1a9eb728a 100644
--- a/localstack-core/localstack/utils/net.py
+++ b/localstack-core/localstack/utils/net.py
@@ -342,7 +342,8 @@ def subrange(self, start: int = None, end: int = None) -> "PortRange":
         if end > self.end:
             raise ValueError(f"end not in range ({end} < {self.end})")
 
-        port_range = PortRange(start, end)
+        # ensures that we return an instance of a subclass
+        port_range = type(self)(start, end)
         port_range._ports_cache = self._ports_cache
         port_range._ports_lock = self._ports_lock
         return port_range
diff --git a/tests/unit/utils/test_net_utils.py b/tests/unit/utils/test_net_utils.py
index 60b86eca3ae45..a38ef200e860f 100644
--- a/tests/unit/utils/test_net_utils.py
+++ b/tests/unit/utils/test_net_utils.py
@@ -23,6 +23,10 @@
 )
 
 
+class TestPortRange(PortRange):
+    pass
+
+
 @markers.skip_offline
 def test_resolve_hostname():
     assert "127." in resolve_hostname(LOCALHOST)
@@ -117,6 +121,14 @@ def test_subrange():
     assert r.is_port_reserved(50005)
 
 
+def test_subrange_from_subclass():
+    r = TestPortRange(1000, 5000)
+    sr = r.subrange(1000, 2000)
+
+    assert isinstance(sr, TestPortRange)
+    assert sr.as_range() == range(1000, 2001)
+
+
 def test_get_free_tcp_port_range_fails_if_reserved(monkeypatch):
     mock = MagicMock()
     mock.return_value = True

From 6130f75821bd4787e8391c8303d62d7d658f2398 Mon Sep 17 00:00:00 2001
From: Silvio Vasiljevic <silvio.vasiljevic@gmail.com>
Date: Thu, 14 Aug 2025 09:23:50 +0200
Subject: [PATCH 101/697] Add handling of tags in docker-helper (#12943)

Co-authored-by: Daniel Fangl <daniel.fangl@localstack.cloud>
Co-authored-by: Alex Rashed <2796604+alexrashed@users.noreply.github.com>
---
 bin/docker-helper.sh              | 21 +++++++++++++---
 tests/bin/test.docker-helper.bats | 42 +++++++++++++++++++++++++++++--
 2 files changed, 57 insertions(+), 6 deletions(-)

diff --git a/bin/docker-helper.sh b/bin/docker-helper.sh
index 5fa7fff52f471..b5eaa1d025968 100755
--- a/bin/docker-helper.sh
+++ b/bin/docker-helper.sh
@@ -65,15 +65,28 @@ function _get_current_branch() {
     git branch --show-current
 }
 
+function _get_current_tag() {
+    git describe --tags --exact-match 2> /dev/null || true
+}
+
 function _enforce_image_name() {
     if [ -z "$IMAGE_NAME" ]; then _fail "Mandatory parameter IMAGE_NAME missing."; fi
 }
 
-function _enforce_main_branch() {
+function _enforce_tagged_or_main_branch() {
     MAIN_BRANCH=${MAIN_BRANCH-"main"}
     CURRENT_BRANCH=$(_get_current_branch)
+    CURRENT_TAG=$(_get_current_tag)
     echo "Current git branch: '$CURRENT_BRANCH'"
-    test "$CURRENT_BRANCH" == "$MAIN_BRANCH" || _fail "Current branch ($CURRENT_BRANCH) is not $MAIN_BRANCH."
+    echo "Current tag: '$CURRENT_TAG'"
+    test -n "$CURRENT_TAG" || test "$CURRENT_BRANCH" == "$MAIN_BRANCH" || _fail "Current branch ($CURRENT_BRANCH) is not $MAIN_BRANCH and current tag ($CURRENT_TAG) is not set."
+
+    # if we're not on the main branch but have a tag, ensure it's a version tag like v1.2.3
+    if [[ "$CURRENT_BRANCH" != "$MAIN_BRANCH" && -n "$CURRENT_TAG" ]]; then
+      if ! [[ "$CURRENT_TAG" =~ ^v[0-9]+\.[0-9]+\.[0-9]+$ ]]; then
+        _fail "tag '$CURRENT_TAG' is not a version tag of the shape ^v[0-9]+\.[0-9]+\.[0-9]+$"
+      fi
+    fi
 }
 
 function _enforce_no_fork() {
@@ -158,7 +171,7 @@ function cmd-load() {
 
 function cmd-push() {
     _enforce_image_name
-    _enforce_main_branch
+    _enforce_tagged_or_main_branch
     _enforce_no_fork
     _enforce_docker_credentials
     _enforce_platform
@@ -213,7 +226,7 @@ function cmd-push() {
 
 function cmd-push-manifests() {
     _enforce_image_name
-    _enforce_main_branch
+    _enforce_tagged_or_main_branch
     _enforce_no_fork
     _enforce_docker_credentials
     _set_version_defaults
diff --git a/tests/bin/test.docker-helper.bats b/tests/bin/test.docker-helper.bats
index d05277c98e5d5..a01adc73d0f99 100755
--- a/tests/bin/test.docker-helper.bats
+++ b/tests/bin/test.docker-helper.bats
@@ -13,6 +13,9 @@ setup_file() {
     "branch")
       echo "main"
       ;;
+    "describe")
+      echo "$TEST_TAG"
+      ;;
     "remote")
       echo "origin	git@github.com:localstack/localstack.git (push)"
       ;;
@@ -26,8 +29,13 @@ setup_file() {
   function python3() {
     case $2 in
     "setuptools_scm")
-      # setuptools_scm returns out test version
-      echo "$TEST_SPECIFIC_VERSION"
+      # setuptools_scm returns our test version; prefer TEST_TAG if set
+      if [ -n "${TEST_TAG-}" ]; then
+        # strip leading 'v' if present (e.g., v1.2.3 -> 1.2.3)
+        echo "${TEST_TAG#v}"
+      else
+        echo "$TEST_SPECIFIC_VERSION"
+      fi
       ;;
     "pip")
       # pip exits with $TEST_PIP_EXIT_CODE
@@ -117,12 +125,42 @@ setup_file() {
 @test "push fails on non-default branch" {
   export MAIN_BRANCH="non-existing-branch"
   export IMAGE_NAME="localstack/test"
+  export DOCKER_USERNAME=test
+  export DOCKER_PASSWORD=test
   export PLATFORM=amd64
   run bin/docker-helper.sh push
   [ "$status" -ne 0 ]
   [[ "$output" =~ "is not non-existing-branch" ]]
 }
 
+@test "push succeeds on tag without main branch" {
+  export MAIN_BRANCH="non-existing-branch"
+  export IMAGE_NAME="localstack/test"
+  export DOCKER_USERNAME=test
+  export DOCKER_PASSWORD=test
+  export PLATFORM=amd64
+  export TEST_TAG=v1.0.0
+  run bin/docker-helper.sh push
+  [ "$status" -eq 0 ]
+  [[ "$output" =~ "docker push $IMAGE_NAME:1-$PLATFORM" ]]
+  [[ "$output" =~ "docker push $IMAGE_NAME:1.0-$PLATFORM" ]]
+  [[ "$output" =~ "docker push $IMAGE_NAME:1.0.0-$PLATFORM" ]]
+  [[ "$output" =~ "docker push $IMAGE_NAME:stable-$PLATFORM" ]]
+}
+
+@test "push fails on malformed tag" {
+  export MAIN_BRANCH="non-existing-branch"
+  export IMAGE_NAME="localstack/test"
+  export DOCKER_USERNAME=test
+  export DOCKER_PASSWORD=test
+  export PLATFORM=amd64
+  export TEST_TAG=not-a-version
+  run bin/docker-helper.sh push
+  [ "$status" -ne 0 ]
+  [[ "$output" =~ "tag '$TEST_TAG' is not a version tag" ]]
+}
+
+
 @test "push fails without PLATFORM" {
   export IMAGE_NAME="localstack/test"
   export MAIN_BRANCH="main"

From cfbfe5a464e105c9e9be606a9dcbf715a3269245 Mon Sep 17 00:00:00 2001
From: Sannya Singal <32308435+sannya-singal@users.noreply.github.com>
Date: Thu, 14 Aug 2025 16:36:40 +0530
Subject: [PATCH 102/697] Log stack traces only in debug mode (#12989)

---
 .../aws/handlers/internal_requests.py         |  7 +++++-
 localstack-core/localstack/aws/spec.py        |  5 ++--
 .../services/apigateway/legacy/invocations.py |  7 +++---
 .../execute_api/handlers/method_request.py    |  9 +++++--
 .../engine/template_deployer.py               |  6 +++--
 .../services/cloudformation/provider.py       |  6 ++---
 .../services/cloudwatch/alarm_scheduler.py    |  5 +++-
 .../localstack/services/dynamodb/server.py    |  2 +-
 .../localstack/services/firehose/provider.py  | 18 ++++++++++---
 .../lambda_/invocation/lambda_service.py      |  6 ++++-
 .../localstack/services/lambda_/provider.py   |  4 +--
 .../services/opensearch/provider.py           |  3 ++-
 .../localstack/services/plugins.py            |  6 ++++-
 .../localstack/services/s3/notifications.py   | 25 +++++++++++++------
 .../localstack/services/s3/website_hosting.py |  6 +++--
 .../localstack/services/ses/provider.py       |  4 +--
 .../localstack/services/sns/executor.py       | 11 ++++++--
 .../localstack/services/sns/publisher.py      | 11 +++++---
 .../localstack/services/sqs/provider.py       | 21 ++++++++++++----
 .../localstack/services/sqs/query_api.py      |  2 +-
 .../stepfunctions/backend/execution.py        |  3 ++-
 .../services/transcribe/provider.py           |  7 +++++-
 .../localstack/utils/analytics/metadata.py    |  5 +++-
 localstack-core/localstack/utils/http.py      |  3 ++-
 localstack-core/localstack/utils/net.py       |  7 +++++-
 25 files changed, 138 insertions(+), 51 deletions(-)

diff --git a/localstack-core/localstack/aws/handlers/internal_requests.py b/localstack-core/localstack/aws/handlers/internal_requests.py
index 9e4b0c35fe77b..f9055b3ca2033 100644
--- a/localstack-core/localstack/aws/handlers/internal_requests.py
+++ b/localstack-core/localstack/aws/handlers/internal_requests.py
@@ -20,7 +20,12 @@ def __call__(self, chain: HandlerChain, context: RequestContext, response: Respo
             try:
                 dto = MappingProxyType(load_dto(header))
             except Exception as e:
-                LOG.exception("Error loading request parameters '%s', Error: %s", header, e)
+                LOG.error(
+                    "Error loading request parameters '%s', Error: %s",
+                    header,
+                    e,
+                    exc_info=LOG.isEnabledFor(logging.DEBUG),
+                )
                 return
 
             context.internal_request_params = dto
diff --git a/localstack-core/localstack/aws/spec.py b/localstack-core/localstack/aws/spec.py
index d28834bfb0e0e..80ecf0c697a83 100644
--- a/localstack-core/localstack/aws/spec.py
+++ b/localstack-core/localstack/aws/spec.py
@@ -343,8 +343,9 @@ def get_service_catalog() -> ServiceCatalog:
                 index = build_service_index_cache(cache_catalog_file)
         return ServiceCatalog(index)
     except Exception:
-        LOG.exception(
-            "error while processing service catalog index cache, falling back to lazy-loaded index"
+        LOG.error(
+            "error while processing service catalog index cache, falling back to lazy-loaded index",
+            exc_info=LOG.isEnabledFor(logging.DEBUG),
         )
         return ServiceCatalog()
 
diff --git a/localstack-core/localstack/services/apigateway/legacy/invocations.py b/localstack-core/localstack/services/apigateway/legacy/invocations.py
index 18085fc52e22e..3bf8a487b31d3 100644
--- a/localstack-core/localstack/services/apigateway/legacy/invocations.py
+++ b/localstack-core/localstack/services/apigateway/legacy/invocations.py
@@ -142,8 +142,9 @@ def _is_body_valid(self, resource) -> bool:
         # try to get the resolved model first
         resolved_schema = model_resolver.get_resolved_model()
         if not resolved_schema:
-            LOG.exception(
-                "An exception occurred while trying to validate the request: could not find the model"
+            LOG.error(
+                "An exception occurred while trying to validate the request: could not find the model",
+                exc_info=LOG.isEnabledFor(logging.DEBUG),
             )
             return False
 
@@ -334,7 +335,7 @@ def invoke_rest_api_integration(invocation_context: ApiInvocationContext):
         return e.to_response()
     except Exception as e:
         msg = f"Error invoking integration for API Gateway ID '{invocation_context.api_id}': {e}"
-        LOG.exception(msg)
+        LOG.error(msg, exc_info=LOG.isEnabledFor(logging.DEBUG))
         return make_error_response(msg, 400)
 
 
diff --git a/localstack-core/localstack/services/apigateway/next_gen/execute_api/handlers/method_request.py b/localstack-core/localstack/services/apigateway/next_gen/execute_api/handlers/method_request.py
index 00a35129225b1..7c0081ef7b838 100644
--- a/localstack-core/localstack/services/apigateway/next_gen/execute_api/handlers/method_request.py
+++ b/localstack-core/localstack/services/apigateway/next_gen/execute_api/handlers/method_request.py
@@ -50,7 +50,11 @@ def validate_request(
         # check if there is a validator for this request
         if not (validator := rest_api.validators.get(request_validator_id)):
             # TODO Should we raise an exception instead?
-            LOG.exception("No validator were found with matching id: '%s'", request_validator_id)
+            LOG.error(
+                "No validator were found with matching id: '%s'",
+                request_validator_id,
+                exc_info=LOG.isEnabledFor(logging.DEBUG),
+            )
             return
 
         if self.should_validate_request(validator) and (
@@ -87,9 +91,10 @@ def _is_body_valid(
         # try to get the resolved model first
         resolved_schema = model_resolver.get_resolved_model()
         if not resolved_schema:
-            LOG.exception(
+            LOG.error(
                 "An exception occurred while trying to validate the request: could not resolve the model '%s'",
                 model_name,
+                exc_info=LOG.isEnabledFor(logging.DEBUG),
             )
             return False
 
diff --git a/localstack-core/localstack/services/cloudformation/engine/template_deployer.py b/localstack-core/localstack/services/cloudformation/engine/template_deployer.py
index 6e865380b84c3..ff018f24521f6 100644
--- a/localstack-core/localstack/services/cloudformation/engine/template_deployer.py
+++ b/localstack-core/localstack/services/cloudformation/engine/template_deployer.py
@@ -1479,10 +1479,11 @@ def delete_stack(self):
                         # correct order yet.
                         continue
                     case OperationStatus.FAILED:
-                        LOG.exception(
+                        LOG.error(
                             "Failed to delete resource with id %s. Reason: %s",
                             resource_id,
                             event.message or "unknown",
+                            exc_info=LOG.isEnabledFor(logging.DEBUG),
                         )
                     case OperationStatus.IN_PROGRESS:
                         # the resource provider executor should not return this state, so
@@ -1494,10 +1495,11 @@ def delete_stack(self):
                         raise Exception(f"Use of unsupported status found: {other_status}")
 
             except Exception as e:
-                LOG.exception(
+                LOG.error(
                     "Failed to delete resource with id %s. Final exception: %s",
                     resource_id,
                     e,
+                    exc_info=LOG.isEnabledFor(logging.DEBUG),
                 )
 
         # update status
diff --git a/localstack-core/localstack/services/cloudformation/provider.py b/localstack-core/localstack/services/cloudformation/provider.py
index 06a4279555ab4..60f84f3ef28b9 100644
--- a/localstack-core/localstack/services/cloudformation/provider.py
+++ b/localstack-core/localstack/services/cloudformation/provider.py
@@ -306,7 +306,7 @@ def create_stack(self, context: RequestContext, request: CreateStackInput) -> Cr
         except Exception as e:
             stack.set_stack_status("CREATE_FAILED")
             msg = 'Unable to create stack "%s": %s' % (stack.stack_name, e)
-            LOG.exception("%s")
+            LOG.error("%s", exc_info=LOG.isEnabledFor(logging.DEBUG))
             raise ValidationError(msg) from e
 
         return CreateStackOutput(StackId=stack.stack_id)
@@ -423,7 +423,7 @@ def update_stack(
         except Exception as e:
             stack.set_stack_status("UPDATE_FAILED")
             msg = f'Unable to update stack "{stack_name}": {e}'
-            LOG.exception("%s", msg)
+            LOG.error("%s", msg, exc_info=LOG.isEnabledFor(logging.DEBUG))
             raise ValidationError(msg) from e
 
         return UpdateStackOutput(StackId=stack.stack_id)
@@ -1052,7 +1052,7 @@ def validate_template(
                 Description=valid_template.get("Description"), Parameters=parameters
             )
         except Exception as e:
-            LOG.exception("Error validating template")
+            LOG.error("Error validating template", exc_info=LOG.isEnabledFor(logging.DEBUG))
             raise ValidationError("Template Validation Error") from e
 
     # =======================================
diff --git a/localstack-core/localstack/services/cloudwatch/alarm_scheduler.py b/localstack-core/localstack/services/cloudwatch/alarm_scheduler.py
index 5300038bbc5c5..9ae3b3c7ee79d 100644
--- a/localstack-core/localstack/services/cloudwatch/alarm_scheduler.py
+++ b/localstack-core/localstack/services/cloudwatch/alarm_scheduler.py
@@ -69,7 +69,10 @@ def schedule_metric_alarm(self, alarm_arn: str) -> None:
         schedule_period = evaluation_periods * period
 
         def on_error(e):
-            LOG.exception("Error executing scheduled alarm", exc_info=e)
+            if LOG.isEnabledFor(logging.DEBUG):
+                LOG.exception("Error executing scheduled alarm", exc_info=e)
+            else:
+                LOG.error("Error executing scheduled alarm")
 
         task = self.scheduler.schedule(
             func=calculate_alarm_state,
diff --git a/localstack-core/localstack/services/dynamodb/server.py b/localstack-core/localstack/services/dynamodb/server.py
index 3f2aa2c6210e6..509fae1a54728 100644
--- a/localstack-core/localstack/services/dynamodb/server.py
+++ b/localstack-core/localstack/services/dynamodb/server.py
@@ -219,7 +219,7 @@ def check_dynamodb(self, expect_shutdown: bool = False) -> None:
                 aws_secret_access_key=DEFAULT_AWS_ACCOUNT_ID,
             ).dynamodb.list_tables()
         except Exception:
-            LOG.exception("DynamoDB health check failed")
+            LOG.error("DynamoDB health check failed", exc_info=LOG.isEnabledFor(logging.DEBUG))
         if expect_shutdown:
             assert out is None
         else:
diff --git a/localstack-core/localstack/services/firehose/provider.py b/localstack-core/localstack/services/firehose/provider.py
index 6c8bdc5a560af..788300470d1f2 100644
--- a/localstack-core/localstack/services/firehose/provider.py
+++ b/localstack-core/localstack/services/firehose/provider.py
@@ -706,7 +706,11 @@ def _put_records(
                 try:
                     requests.post(url, json=record_to_send, headers=headers)
                 except Exception as e:
-                    LOG.exception("Unable to put Firehose records to HTTP endpoint %s.", url)
+                    LOG.error(
+                        "Unable to put Firehose records to HTTP endpoint %s.",
+                        url,
+                        exc_info=LOG.isEnabledFor(logging.DEBUG),
+                    )
                     raise e
             if "RedshiftDestinationDescription" in destination:
                 s3_dest_desc = destination["RedshiftDestinationDescription"][
@@ -782,7 +786,11 @@ def _put_to_search_db(
             try:
                 db_connection.create(index=search_db_index, id=obj_id, body=body)
             except Exception as e:
-                LOG.exception("Unable to put record to stream %s.", delivery_stream_name)
+                LOG.error(
+                    "Unable to put record to stream %s.",
+                    delivery_stream_name,
+                    exc_info=LOG.isEnabledFor(logging.DEBUG),
+                )
                 raise e
 
     def _add_missing_record_attributes(self, records: list[dict]) -> None:
@@ -860,9 +868,10 @@ def _put_records_to_s3_bucket(
             LOG.debug("Publishing to S3 destination: %s. Data: %s", bucket, batched_data)
             s3.put_object(Bucket=bucket, Key=obj_path, Body=batched_data)
         except Exception as e:
-            LOG.exception(
+            LOG.error(
                 "Unable to put records %s to s3 bucket.",
                 records,
+                exc_info=LOG.isEnabledFor(logging.DEBUG),
             )
             raise e
 
@@ -917,9 +926,10 @@ def _put_to_redshift(
                 )
                 redshift_data.execute_statement(Parameters=row_to_insert, **execute_statement)
             except Exception as e:
-                LOG.exception(
+                LOG.error(
                     "Unable to put records %s to redshift cluster.",
                     row_to_insert,
+                    exc_info=LOG.isEnabledFor(logging.DEBUG),
                 )
                 raise e
 
diff --git a/localstack-core/localstack/services/lambda_/invocation/lambda_service.py b/localstack-core/localstack/services/lambda_/invocation/lambda_service.py
index c23d785744afd..4722314fcc068 100644
--- a/localstack-core/localstack/services/lambda_/invocation/lambda_service.py
+++ b/localstack-core/localstack/services/lambda_/invocation/lambda_service.py
@@ -478,7 +478,11 @@ def update_version_state(
             ] = new_version_state
 
         except Exception:
-            LOG.exception("Failed to update function version for arn %s", function_arn)
+            LOG.error(
+                "Failed to update function version for arn %s",
+                function_arn,
+                exc_info=LOG.isEnabledFor(logging.DEBUG),
+            )
 
     def update_alias(self, old_alias: VersionAlias, new_alias: VersionAlias, function: Function):
         # if pointer changed, need to restart provisioned
diff --git a/localstack-core/localstack/services/lambda_/provider.py b/localstack-core/localstack/services/lambda_/provider.py
index b8a32707619fe..f4ce3cdc344de 100644
--- a/localstack-core/localstack/services/lambda_/provider.py
+++ b/localstack-core/localstack/services/lambda_/provider.py
@@ -313,7 +313,7 @@ def on_after_state_load(self):
                             LOG.warning(
                                 "Failed to restore function version %s",
                                 fn_version.id.qualified_arn(),
-                                exc_info=True,
+                                exc_info=LOG.isEnabledFor(logging.DEBUG),
                             )
                     # restore provisioned concurrency per function considering both versions and aliases
                     for (
@@ -344,7 +344,7 @@ def on_after_state_load(self):
                                 "Failed to restore provisioned concurrency %s for function %s",
                                 provisioned_config,
                                 fn_arn,
-                                exc_info=True,
+                                exc_info=LOG.isEnabledFor(logging.DEBUG),
                             )
 
                 for esm in state.event_source_mappings.values():
diff --git a/localstack-core/localstack/services/opensearch/provider.py b/localstack-core/localstack/services/opensearch/provider.py
index aef2123335287..c3ac8e4331a35 100644
--- a/localstack-core/localstack/services/opensearch/provider.py
+++ b/localstack-core/localstack/services/opensearch/provider.py
@@ -466,10 +466,11 @@ def on_after_state_load(self):
                         preferred_port=preferred_port,
                     )
                 except Exception:
-                    LOG.exception(
+                    LOG.error(
                         "Could not restore domain %s in region %s.",
                         domain_name,
                         region,
+                        exc_info=LOG.isEnabledFor(logging.DEBUG),
                     )
 
     def on_before_state_reset(self):
diff --git a/localstack-core/localstack/services/plugins.py b/localstack-core/localstack/services/plugins.py
index ca7b77d9f027f..cb6c70bb094db 100644
--- a/localstack-core/localstack/services/plugins.py
+++ b/localstack-core/localstack/services/plugins.py
@@ -708,4 +708,8 @@ def eager_load_services():
         except ServiceDisabled as e:
             LOG.debug("%s", e)
         except Exception:
-            LOG.exception("could not load service plugin %s", api)
+            LOG.error(
+                "could not load service plugin %s",
+                api,
+                exc_info=LOG.isEnabledFor(logging.DEBUG),
+            )
diff --git a/localstack-core/localstack/services/s3/notifications.py b/localstack-core/localstack/services/s3/notifications.py
index 3f48923db2c6e..99f317bc7ed73 100644
--- a/localstack-core/localstack/services/s3/notifications.py
+++ b/localstack-core/localstack/services/s3/notifications.py
@@ -402,8 +402,14 @@ def _verify_target(self, target_arn: str, verification_ctx: BucketVerificationCo
             queue_url = sqs_client.get_queue_url(
                 QueueName=arn_data["resource"], QueueOwnerAWSAccountId=arn_data["account"]
             )["QueueUrl"]
-        except ClientError:
-            LOG.exception("Could not validate the notification destination %s", target_arn)
+        except ClientError as e:
+            code = e.response["Error"]["Code"]
+            LOG.error(
+                "Could not validate the notification destination %s: %s",
+                target_arn,
+                code,
+                exc_info=LOG.isEnabledFor(logging.DEBUG),
+            )
             raise _create_invalid_argument_exc(
                 "Unable to validate the following destination configurations",
                 name=target_arn,
@@ -454,10 +460,11 @@ def notify(self, ctx: S3EventNotificationContext, config: QueueConfiguration):
                 MessageSystemAttributes=system_attributes,
             )
         except Exception:
-            LOG.exception(
+            LOG.error(
                 'Unable to send notification for S3 bucket "%s" to SQS queue "%s"',
                 ctx.bucket_name,
                 parsed_arn["resource"],
+                exc_info=LOG.isEnabledFor(logging.DEBUG),
             )
 
 
@@ -536,10 +543,11 @@ def notify(self, ctx: S3EventNotificationContext, config: TopicConfiguration):
                 Subject="Amazon S3 Notification",
             )
         except Exception:
-            LOG.exception(
+            LOG.error(
                 'Unable to send notification for S3 bucket "%s" to SNS topic "%s"',
                 ctx.bucket_name,
                 topic_arn,
+                exc_info=LOG.isEnabledFor(logging.DEBUG),
             )
 
 
@@ -604,10 +612,11 @@ def notify(self, ctx: S3EventNotificationContext, config: LambdaFunctionConfigur
                 Payload=payload,
             )
         except Exception:
-            LOG.exception(
+            LOG.error(
                 'Unable to send notification for S3 bucket "%s" to Lambda function "%s".',
                 ctx.bucket_name,
                 lambda_arn,
+                exc_info=LOG.isEnabledFor(logging.DEBUG),
             )
 
 
@@ -729,8 +738,10 @@ def notify(self, ctx: S3EventNotificationContext, config: EventBridgeConfigurati
         try:
             events_client.put_events(Entries=[entry])
         except Exception:
-            LOG.exception(
-                'Unable to send notification for S3 bucket "%s" to EventBridge', ctx.bucket_name
+            LOG.error(
+                'Unable to send notification for S3 bucket "%s" to EventBridge',
+                ctx.bucket_name,
+                exc_info=LOG.isEnabledFor(logging.DEBUG),
             )
 
 
diff --git a/localstack-core/localstack/services/s3/website_hosting.py b/localstack-core/localstack/services/s3/website_hosting.py
index c6e6aa3b83579..10fac49d33539 100644
--- a/localstack-core/localstack/services/s3/website_hosting.py
+++ b/localstack-core/localstack/services/s3/website_hosting.py
@@ -93,8 +93,10 @@ def __call__(
             return Response(response_body, status=e.response["ResponseMetadata"]["HTTPStatusCode"])
 
         except Exception:
-            LOG.exception(
-                "Exception encountered while trying to serve s3-website at %s", request.url
+            LOG.error(
+                "Exception encountered while trying to serve s3-website at %s",
+                request.url,
+                exc_info=LOG.isEnabledFor(logging.DEBUG),
             )
             return Response(_create_500_error_string(), status=500)
 
diff --git a/localstack-core/localstack/services/ses/provider.py b/localstack-core/localstack/services/ses/provider.py
index 942519cc610d1..cef17f7f047a3 100644
--- a/localstack-core/localstack/services/ses/provider.py
+++ b/localstack-core/localstack/services/ses/provider.py
@@ -626,7 +626,7 @@ def emit_send_event(
                 Subject="Amazon SES Email Event Notification",
             )
         except ClientError:
-            LOGGER.exception("sending SNS message")
+            LOGGER.error("sending SNS message", exc_info=LOGGER.isEnabledFor(logging.DEBUG))
 
     def emit_delivery_event(self, payload: EventDestinationPayload, sns_topic_arn: str):
         now = datetime.now(tz=UTC)
@@ -659,7 +659,7 @@ def emit_delivery_event(self, payload: EventDestinationPayload, sns_topic_arn: s
                 Subject="Amazon SES Email Event Notification",
             )
         except ClientError:
-            LOGGER.exception("sending SNS message")
+            LOGGER.error("sending SNS message", exc_info=LOGGER.isEnabledFor(logging.DEBUG))
 
     @staticmethod
     def _client_for_topic(topic_arn: str) -> "SNSClient":
diff --git a/localstack-core/localstack/services/sns/executor.py b/localstack-core/localstack/services/sns/executor.py
index ce4f8850d6e3e..9aae0f005d75b 100644
--- a/localstack-core/localstack/services/sns/executor.py
+++ b/localstack-core/localstack/services/sns/executor.py
@@ -18,7 +18,10 @@ def _worker(work_queue: queue.Queue):
             del work_item
 
     except Exception:
-        LOG.exception("Exception in worker")
+        LOG.error(
+            "Exception in worker",
+            exc_info=LOG.isEnabledFor(logging.DEBUG),
+        )
 
 
 class _WorkItem:
@@ -31,7 +34,11 @@ def run(self):
         try:
             self.fn(*self.args, **self.kwargs)
         except Exception:
-            LOG.exception("Unhandled Exception in while running %s", self.fn.__name__)
+            LOG.error(
+                "Unhandled Exception in while running %s",
+                self.fn.__name__,
+                exc_info=LOG.isEnabledFor(logging.DEBUG),
+            )
 
 
 class TopicPartitionedThreadPoolExecutor:
diff --git a/localstack-core/localstack/services/sns/publisher.py b/localstack-core/localstack/services/sns/publisher.py
index f69f977028255..fc80c03383681 100644
--- a/localstack-core/localstack/services/sns/publisher.py
+++ b/localstack-core/localstack/services/sns/publisher.py
@@ -89,9 +89,10 @@ def publish(self, context: SnsPublishContext, subscriber: SnsSubscription):
         try:
             self._publish(context=context, subscriber=subscriber)
         except Exception:
-            LOG.exception(
+            LOG.error(
                 "An internal error occurred while trying to send the SNS message %s",
                 context.message,
+                exc_info=LOG.isEnabledFor(logging.DEBUG),
             )
             return
 
@@ -147,9 +148,10 @@ def publish(self, context: SnsPublishContext, endpoint: str):
         try:
             self._publish(context=context, endpoint=endpoint)
         except Exception:
-            LOG.exception(
+            LOG.error(
                 "An internal error occurred while trying to send the SNS message %s",
                 context.message,
+                exc_info=LOG.isEnabledFor(logging.DEBUG),
             )
             return
 
@@ -295,7 +297,10 @@ def _publish(self, context: SnsPublishContext, subscriber: SnsSubscription):
             )
             kwargs = self.get_sqs_kwargs(msg_context=message_context, subscriber=subscriber)
         except Exception:
-            LOG.exception("An internal error occurred while trying to format the message for SQS")
+            LOG.error(
+                "An internal error occurred while trying to format the message for SQS",
+                exc_info=LOG.isEnabledFor(logging.DEBUG),
+            )
             return
         try:
             queue_url: str = sqs_queue_url_for_arn(subscriber["Endpoint"])
diff --git a/localstack-core/localstack/services/sqs/provider.py b/localstack-core/localstack/services/sqs/provider.py
index 521aba382e8ed..2a8f8f8029053 100644
--- a/localstack-core/localstack/services/sqs/provider.py
+++ b/localstack-core/localstack/services/sqs/provider.py
@@ -405,18 +405,27 @@ def do_update_all_queues(self):
             try:
                 queue.requeue_inflight_messages()
             except Exception:
-                LOG.exception("error re-queueing inflight messages")
+                LOG.error(
+                    "error re-queueing inflight messages",
+                    exc_info=LOG.isEnabledFor(logging.DEBUG),
+                )
 
             try:
                 queue.enqueue_delayed_messages()
             except Exception:
-                LOG.exception("error enqueueing delayed messages")
+                LOG.error(
+                    "error enqueueing delayed messages",
+                    exc_info=LOG.isEnabledFor(logging.DEBUG),
+                )
 
             if config.SQS_ENABLE_MESSAGE_RETENTION_PERIOD:
                 try:
                     queue.remove_expired_messages()
                 except Exception:
-                    LOG.exception("error removing expired messages")
+                    LOG.error(
+                        "error removing expired messages",
+                        exc_info=LOG.isEnabledFor(logging.DEBUG),
+                    )
 
     def start(self):
         with self.mutex:
@@ -697,8 +706,10 @@ def list_messages(self, request: Request) -> ReceiveMessageResult:
         try:
             account_id, region, queue_name = parse_queue_url(service_request.get("QueueUrl"))
         except ValueError:
-            LOG.exception(
-                "Error while parsing Queue URL from request values: %s", service_request.get
+            LOG.error(
+                "Error while parsing Queue URL from request values: %s",
+                service_request.get,
+                exc_info=LOG.isEnabledFor(logging.DEBUG),
             )
             raise InvalidAddress()
 
diff --git a/localstack-core/localstack/services/sqs/query_api.py b/localstack-core/localstack/services/sqs/query_api.py
index ac0a836377ceb..c3e17dcd0276d 100644
--- a/localstack-core/localstack/services/sqs/query_api.py
+++ b/localstack-core/localstack/services/sqs/query_api.py
@@ -166,7 +166,7 @@ def handle_request(request: Request, region: str) -> Response:
         op = service.operation_model(service.operation_names[0])
         return serializer.serialize_error_to_response(e, op, request.headers, request_id)
     except Exception as e:
-        LOG.exception("exception")
+        LOG.error("exception", exc_info=LOG.isEnabledFor(logging.DEBUG))
         op = service.operation_model(service.operation_names[0])
         return serializer.serialize_error_to_response(
             CommonServiceException(
diff --git a/localstack-core/localstack/services/stepfunctions/backend/execution.py b/localstack-core/localstack/services/stepfunctions/backend/execution.py
index 9cb08023ca593..2798bf7d479ee 100644
--- a/localstack-core/localstack/services/stepfunctions/backend/execution.py
+++ b/localstack-core/localstack/services/stepfunctions/backend/execution.py
@@ -356,10 +356,11 @@ def publish_execution_status_change_event(self):
         try:
             self._get_events_client().put_events(Entries=[entry])
         except Exception:
-            LOG.exception(
+            LOG.error(
                 "Unable to send notification of Entry='%s' for Step Function execution with Arn='%s' to EventBridge.",
                 entry,
                 self.exec_arn,
+                exc_info=LOG.isEnabledFor(logging.DEBUG),
             )
 
 
diff --git a/localstack-core/localstack/services/transcribe/provider.py b/localstack-core/localstack/services/transcribe/provider.py
index 9d4bad0f81eaf..8870f43e83a01 100644
--- a/localstack-core/localstack/services/transcribe/provider.py
+++ b/localstack-core/localstack/services/transcribe/provider.py
@@ -412,4 +412,9 @@ def _run_transcription_job(self, args: tuple[TranscribeStore, str]) -> None:
             job["FailureReason"] = failure_reason or str(exc)
             job["TranscriptionJobStatus"] = TranscriptionJobStatus.FAILED
 
-            LOG.exception("Transcription job %s failed: %s", job_name, job["FailureReason"])
+            LOG.error(
+                "Transcription job %s failed: %s",
+                job_name,
+                job["FailureReason"],
+                exc_info=LOG.isEnabledFor(logging.DEBUG),
+            )
diff --git a/localstack-core/localstack/utils/analytics/metadata.py b/localstack-core/localstack/utils/analytics/metadata.py
index da135c861a323..26fa2bab60c16 100644
--- a/localstack-core/localstack/utils/analytics/metadata.py
+++ b/localstack-core/localstack/utils/analytics/metadata.py
@@ -148,7 +148,10 @@ def is_license_activated() -> bool:
 
         return licensingv2.get_licensed_environment().activated
     except Exception:
-        LOG.exception("Could not determine license activation status")
+        LOG.error(
+            "Could not determine license activation status",
+            exc_info=LOG.isEnabledFor(logging.DEBUG),
+        )
         return False
 
 
diff --git a/localstack-core/localstack/utils/http.py b/localstack-core/localstack/utils/http.py
index 6d6d3704cee8d..18a69df95d4dc 100644
--- a/localstack-core/localstack/utils/http.py
+++ b/localstack-core/localstack/utils/http.py
@@ -298,11 +298,12 @@ def do_download(
             return True
         except Exception as e:
             if print_error:
-                LOG.exception(
+                LOG.error(
                     "Unable to download Github artifact from %s to %s: %s %s",
                     url,
                     target_file,
                     e,
+                    exc_info=LOG.isEnabledFor(logging.DEBUG),
                 )
 
     # if a GitHub API token is set, use it to avoid rate limiting issues
diff --git a/localstack-core/localstack/utils/net.py b/localstack-core/localstack/utils/net.py
index 515e1a9eb728a..52ce505b6c248 100644
--- a/localstack-core/localstack/utils/net.py
+++ b/localstack-core/localstack/utils/net.py
@@ -97,7 +97,12 @@ def is_port_open(
                         sock.recvfrom(1024)
                 except Exception:
                     if not quiet:
-                        LOG.exception("Error connecting to UDP port %s:%s", host, port)
+                        LOG.error(
+                            "Error connecting to UDP port %s:%s",
+                            host,
+                            port,
+                            exc_info=LOG.isEnabledFor(logging.DEBUG),
+                        )
                     return False
             elif nw_protocol == socket.SOCK_STREAM:
                 result = sock.connect_ex((host, port))

From 45371e6d7bf771d74a6107345c46c0e553a6bfff Mon Sep 17 00:00:00 2001
From: Sannya Singal <32308435+sannya-singal@users.noreply.github.com>
Date: Thu, 14 Aug 2025 17:24:10 +0530
Subject: [PATCH 103/697] sqs: fix exception log message for sqs query
 execution (#13007)

---
 localstack-core/localstack/services/sqs/query_api.py | 6 +++++-
 1 file changed, 5 insertions(+), 1 deletion(-)

diff --git a/localstack-core/localstack/services/sqs/query_api.py b/localstack-core/localstack/services/sqs/query_api.py
index c3e17dcd0276d..0b76176c1294b 100644
--- a/localstack-core/localstack/services/sqs/query_api.py
+++ b/localstack-core/localstack/services/sqs/query_api.py
@@ -166,7 +166,11 @@ def handle_request(request: Request, region: str) -> Response:
         op = service.operation_model(service.operation_names[0])
         return serializer.serialize_error_to_response(e, op, request.headers, request_id)
     except Exception as e:
-        LOG.error("exception", exc_info=LOG.isEnabledFor(logging.DEBUG))
+        LOG.error(
+            "Internal Server exception while executing SQS Query operation: '%s'",
+            e,
+            exc_info=LOG.isEnabledFor(logging.DEBUG),
+        )
         op = service.operation_model(service.operation_names[0])
         return serializer.serialize_error_to_response(
             CommonServiceException(

From 3ef2964894882f3a0f38c8392e6c45821e4ae288 Mon Sep 17 00:00:00 2001
From: Daniel Fangl <daniel.fangl@localstack.cloud>
Date: Thu, 14 Aug 2025 15:58:34 +0200
Subject: [PATCH 104/697] Create new markers for requiring in process execution
 or docker (#13003)

---
 .../localstack/testing/pytest/marking.py      | 32 +++++++++++++++----
 .../apigateway/test_apigateway_common.py      |  2 ++
 .../test_apigateway_integrations.py           |  3 ++
 .../cloudformation/resources/test_redshift.py |  2 +-
 tests/aws/services/kinesis/test_kinesis.py    |  2 ++
 .../test_lambda_integration_kinesis.py        |  2 ++
 tests/aws/services/lambda_/test_lambda.py     |  7 ++++
 tests/aws/services/lambda_/test_lambda_api.py |  7 ++++
 .../services/lambda_/test_lambda_common.py    |  2 ++
 .../lambda_/test_lambda_destinations.py       |  1 +
 tests/aws/services/redshift/test_redshift.py  |  2 +-
 tests/aws/services/s3/test_s3.py              | 25 ++++++++++++---
 tests/aws/services/sqs/test_sqs.py            | 11 ++++++-
 .../v2/mocking/test_base_callbacks.py         |  1 +
 .../v2/mocking/test_base_scenarios.py         |  1 +
 15 files changed, 86 insertions(+), 14 deletions(-)

diff --git a/localstack-core/localstack/testing/pytest/marking.py b/localstack-core/localstack/testing/pytest/marking.py
index 333993a89ab7d..76c0f170c05bf 100644
--- a/localstack-core/localstack/testing/pytest/marking.py
+++ b/localstack-core/localstack/testing/pytest/marking.py
@@ -58,13 +58,23 @@ class Markers:
 
     # test selection
     acceptance_test = pytest.mark.acceptance_test
+    """This test is an acceptance test"""
     skip_offline = pytest.mark.skip_offline
+    """Test is skipped if offline, as it requires some sort of internet connection to run"""
     only_on_amd64 = pytest.mark.only_on_amd64
+    """Test requires ability of the system to execute amd64 binaries"""
     only_on_arm64 = pytest.mark.only_on_arm64
+    """Test requires ability of the system to execute arm64 binaries"""
     resource_heavy = pytest.mark.resource_heavy
-    only_in_docker = pytest.mark.only_in_docker
-    # Tests to execute when updating snapshots for a new Lambda runtime
+    """Test is very resource heavy, and might be skipped in CI"""
+    requires_in_container = pytest.mark.requires_in_container
+    """Test requires LocalStack to run inside a container"""
+    requires_in_process = pytest.mark.requires_in_process
+    """The test and the LS instance have to be run in the same process"""
+    requires_docker = pytest.mark.requires_docker
+    """The test requires docker or a compatible container engine - will not work on kubernetes"""
     lambda_runtime_update = pytest.mark.lambda_runtime_update
+    """Tests to execute when updating snapshots for a new Lambda runtime"""
 
 
 # pytest plugin
@@ -131,8 +141,8 @@ def filter_by_markers(config: "Config", items: list[pytest.Item]):
         "Add network connectivity and remove the --offline option when running "
         "the test."
     )
-    only_in_docker = pytest.mark.skip(
-        reason="Test requires execution inside Docker (e.g., to install system packages)"
+    requires_in_container = pytest.mark.skip(
+        reason="Test requires execution inside a container (e.g., to install system packages)"
     )
     only_on_amd64 = pytest.mark.skip(
         reason="Test uses features that are currently only supported for AMD64. Skipping in CI."
@@ -144,8 +154,8 @@ def filter_by_markers(config: "Config", items: list[pytest.Item]):
     for item in items:
         if is_offline and "skip_offline" in item.keywords:
             item.add_marker(skip_offline)
-        if not is_in_docker and "only_in_docker" in item.keywords:
-            item.add_marker(only_in_docker)
+        if not is_in_docker and "requires_in_container" in item.keywords:
+            item.add_marker(requires_in_container)
         if is_in_ci and not is_amd64 and "only_on_amd64" in item.keywords:
             item.add_marker(only_on_amd64)
         if is_in_ci and not is_arm64 and "only_on_arm64" in item.keywords:
@@ -177,7 +187,7 @@ def pytest_configure(config):
     )
     config.addinivalue_line(
         "markers",
-        "only_in_docker: mark the test as running only in Docker (e.g., requires installation of system packages)",
+        "requires_in_container: mark the test as running only in a container (e.g., requires installation of system packages)",
     )
     config.addinivalue_line(
         "markers",
@@ -208,3 +218,11 @@ def pytest_configure(config):
         "markers",
         "multiruntime: parametrize test against multiple Lambda runtimes",
     )
+    config.addinivalue_line(
+        "markers",
+        "requires_docker: mark the test as requiring docker (or a compatible container engine) - will not work on kubernetes.",
+    )
+    config.addinivalue_line(
+        "markers",
+        "requires_in_process: mark the test as requiring the test to run inside the same process as LocalStack - will not work if tests are run against a running LS container.",
+    )
diff --git a/tests/aws/services/apigateway/test_apigateway_common.py b/tests/aws/services/apigateway/test_apigateway_common.py
index 50d032e0d2245..382c24d1e6261 100644
--- a/tests/aws/services/apigateway/test_apigateway_common.py
+++ b/tests/aws/services/apigateway/test_apigateway_common.py
@@ -580,6 +580,7 @@ def invoke_api(_data: dict) -> dict:
         snapshot.match("failed-validation-bad-data", response_post_bad_body.json())
 
     @markers.aws.validated
+    @markers.requires_in_process  # uses pytest httpserver
     def test_integration_request_parameters_mapping(
         self, create_rest_apigw, aws_client, echo_http_server_post
     ):
@@ -791,6 +792,7 @@ def _invoke_api(path: str, headers: dict[str, str]) -> dict[str, str]:
         assert split_trace[1] != hardcoded_parent
 
     @markers.aws.validated
+    @markers.requires_in_process  # uses pytest httpserver
     def test_input_path_template_formatting(
         self, aws_client, create_rest_apigw, echo_http_server_post, snapshot
     ):
diff --git a/tests/aws/services/apigateway/test_apigateway_integrations.py b/tests/aws/services/apigateway/test_apigateway_integrations.py
index 3ca67d9cc7a9e..40ea1a556f53e 100644
--- a/tests/aws/services/apigateway/test_apigateway_integrations.py
+++ b/tests/aws/services/apigateway/test_apigateway_integrations.py
@@ -186,6 +186,7 @@ def apigw_echo_http_server_post(apigw_echo_http_server):
 
 
 @markers.aws.validated
+@markers.requires_in_process  # uses pytest httpserver
 def test_http_integration_status_code_selection(
     create_rest_apigw, aws_client, status_code_http_server
 ):
@@ -269,6 +270,7 @@ def invoke_api(url, requested_response_code: int, expected_response_code: int):
 
 
 @markers.aws.validated
+@markers.requires_in_process  # uses pytest httpserver
 def test_put_integration_responses(create_rest_apigw, aws_client, echo_http_server_post, snapshot):
     snapshot.add_transformers_list(
         [
@@ -1309,6 +1311,7 @@ def _invoke_api():
     )
     @pytest.mark.parametrize("integration", [IntegrationType.HTTP, IntegrationType.HTTP_PROXY])
     @markers.aws.validated
+    @markers.requires_in_process  # uses pytest httpserver
     def test_apigateway_header_remapping_http(
         self,
         snapshot,
diff --git a/tests/aws/services/cloudformation/resources/test_redshift.py b/tests/aws/services/cloudformation/resources/test_redshift.py
index 14603ff226a03..8f25142131202 100644
--- a/tests/aws/services/cloudformation/resources/test_redshift.py
+++ b/tests/aws/services/cloudformation/resources/test_redshift.py
@@ -4,7 +4,7 @@
 
 
 # only runs in Docker when run against Pro (since it needs postgres on the system)
-@markers.only_in_docker
+@markers.requires_in_container
 @markers.aws.validated
 def test_redshift_cluster(deploy_cfn_template, aws_client):
     stack = deploy_cfn_template(
diff --git a/tests/aws/services/kinesis/test_kinesis.py b/tests/aws/services/kinesis/test_kinesis.py
index 041b25bc28bcf..07c0b28046741 100644
--- a/tests/aws/services/kinesis/test_kinesis.py
+++ b/tests/aws/services/kinesis/test_kinesis.py
@@ -499,6 +499,7 @@ def test_record_lifecycle_data_integrity(
 
     @markers.aws.validated
     @patch.object(kinesis_provider, "MAX_SUBSCRIPTION_SECONDS", 3)
+    @markers.requires_in_process
     def test_subscribe_to_shard_timeout(
         self,
         kinesis_create_stream,
@@ -762,6 +763,7 @@ def test_subscribe_to_shard_with_java_sdk_v2_lambda(
     condition=is_aws_cloud(),
     reason="Duplicate of all tests in TestKinesis. Since we cannot unmark test cases, only run against LocalStack.",
 )
+@markers.requires_in_process  # monkeypatching, it's quite nonsensical to execute these tests, although they work
 class TestKinesisMockScala(TestKinesis):
     @pytest.fixture(autouse=True)
     def set_kinesis_mock_scala_engine(self, monkeypatch):
diff --git a/tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.py b/tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.py
index 27906cb93f71d..5ef258af7dcf8 100644
--- a/tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.py
+++ b/tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.py
@@ -1078,6 +1078,7 @@ def _verify_messages_received():
             pytest.param(60 if is_aws_cloud() else 5, 0, id="expire-before-ingestion"),
         ],
     )
+    @markers.requires_in_process
     def test_kinesis_maximum_record_age_exceeded(
         self,
         create_lambda_function,
@@ -1178,6 +1179,7 @@ def _verify_failure_received():
             "$..Messages..MessageId",  # Skip while no requestContext generated in StreamPoller due to transformation issues
         ]
     )
+    @markers.requires_in_process
     def test_kinesis_maximum_record_age_exceeded_discard_records(
         self,
         create_lambda_function,
diff --git a/tests/aws/services/lambda_/test_lambda.py b/tests/aws/services/lambda_/test_lambda.py
index 4ca943a7da49f..b4f4fa90c4f55 100644
--- a/tests/aws/services/lambda_/test_lambda.py
+++ b/tests/aws/services/lambda_/test_lambda.py
@@ -456,6 +456,7 @@ class TestLambdaBehavior:
     )
     @markers.aws.validated
     @markers.only_on_amd64
+    @markers.requires_docker  # required due to environment mismatch
     def test_runtime_introspection_x86(self, create_lambda_function, snapshot, aws_client):
         func_name = f"test_lambda_x86_{short_uid()}"
         create_lambda_function(
@@ -479,6 +480,7 @@ def test_runtime_introspection_x86(self, create_lambda_function, snapshot, aws_c
     )
     @markers.aws.validated
     @markers.only_on_arm64
+    @markers.requires_docker  # required due to environment mismatch
     def test_runtime_introspection_arm(self, create_lambda_function, snapshot, aws_client):
         func_name = f"test_lambda_arm_{short_uid()}"
         create_lambda_function(
@@ -493,6 +495,7 @@ def test_runtime_introspection_arm(self, create_lambda_function, snapshot, aws_c
         snapshot.match("invoke_runtime_arm_introspection", invoke_result)
 
     @markers.aws.validated
+    @markers.requires_docker  # also requires in process, but the docker part is more important here by design
     def test_runtime_ulimits(self, create_lambda_function, snapshot, monkeypatch, aws_client):
         """We consider ulimits parity as opt-in because development environments could hit these limits unlike in
         optimized production deployments."""
@@ -513,6 +516,7 @@ def test_runtime_ulimits(self, create_lambda_function, snapshot, monkeypatch, aw
         snapshot.match("invoke_runtime_ulimits", invoke_result)
 
     @markers.aws.only_localstack
+    @markers.requires_in_process
     def test_ignore_architecture(self, create_lambda_function, monkeypatch, aws_client):
         """Test configuration to ignore lambda architecture by creating a lambda with non-native architecture."""
         monkeypatch.setattr(config, "LAMBDA_IGNORE_ARCHITECTURE", True)
@@ -545,6 +549,7 @@ def test_ignore_architecture(self, create_lambda_function, monkeypatch, aws_clie
     # Special case requiring both architectures
     @markers.only_on_amd64
     @markers.only_on_arm64
+    @markers.requires_docker
     def test_mixed_architecture(self, create_lambda_function, aws_client, snapshot):
         """Test emulation of a lambda function changing architectures.
         Limitation: only works on hosts that support both ARM and AMD64 architectures.
@@ -803,6 +808,7 @@ def assert_events():
             "$..Payload.environment._X_AMZN_TRACE_ID",
         ]
     )
+    @markers.requires_in_process
     def test_lambda_init_environment(
         self, aws_client, create_lambda_function, snapshot, monkeypatch
     ):
@@ -3525,6 +3531,7 @@ def fetch_logs():
         snapshot.match("end_log_entries", end_log_entries)
 
     @markers.aws.validated
+    @markers.requires_in_process
     def test_request_id_async_invoke_with_retry(
         self, aws_client, create_lambda_function, monkeypatch, snapshot
     ):
diff --git a/tests/aws/services/lambda_/test_lambda_api.py b/tests/aws/services/lambda_/test_lambda_api.py
index 00ceeae9ec812..aad882e522962 100644
--- a/tests/aws/services/lambda_/test_lambda_api.py
+++ b/tests/aws/services/lambda_/test_lambda_api.py
@@ -111,6 +111,7 @@ def test_create_deprecated_function_runtime_with_validation_disabled(
     @markers.aws.validated
     @markers.lambda_runtime_update
     @pytest.mark.parametrize("runtime", DEPRECATED_RUNTIMES)
+    @markers.requires_in_process
     def test_create_deprecated_function_runtime_with_validation_enabled(
         self, runtime, lambda_su_role, aws_client, monkeypatch, snapshot
     ):
@@ -556,6 +557,7 @@ def test_get_function_wrong_region(
         snapshot.match("wrong_region_exception", e.value.response)
 
     @markers.aws.validated
+    @markers.requires_docker  # Kubernetes executor is ready too fast, no in progress snapshot possible
     def test_lambda_code_location_zipfile(
         self, snapshot, create_lambda_function_aws, lambda_su_role, aws_client
     ):
@@ -601,6 +603,7 @@ def test_lambda_code_location_zipfile(
         )
 
     @markers.aws.validated
+    @markers.requires_docker  # Kubernetes executor is ready too fast, no in progress snapshot possible
     def test_lambda_code_location_s3(
         self, s3_bucket, snapshot, create_lambda_function_aws, lambda_su_role, aws_client
     ):
@@ -1446,6 +1449,7 @@ def test_invalid_invoke(self, aws_client, snapshot):
         reason="Test will fail against other executors as they are not patched to take longer for the update",
     )
     @markers.aws.validated
+    @markers.requires_in_process
     def test_lambda_concurrent_code_updates(
         self, aws_client, create_lambda_function_aws, lambda_su_role, snapshot, monkeypatch
     ):
@@ -1498,6 +1502,7 @@ def _runtime_client_path(*args, **kwargs):
         reason="Test will fail against other executors as they are not patched to take longer for the update",
     )
     @markers.aws.validated
+    @markers.requires_docker
     def test_lambda_concurrent_config_updates(
         self, aws_client, create_lambda_function, lambda_su_role, snapshot, monkeypatch
     ):
@@ -1691,6 +1696,7 @@ def _create_test_image(base_image: str):
                 LOG.debug("Error cleaning up repository %s: %s", repository_name, e)
 
     @markers.aws.validated
+    @markers.requires_docker  # Requires docker for image hash
     def test_lambda_image_crud(
         self, create_lambda_function_aws, lambda_su_role, ecr_image, snapshot, aws_client
     ):
@@ -2093,6 +2099,7 @@ def test_publish_with_wrong_sha256(
         snapshot.match("publish_result", publish_result)
 
     @markers.aws.validated
+    @markers.requires_docker  # Kubernetes executor is ready too fast, no in progress snapshot possible
     def test_publish_with_update(
         self, create_lambda_function_aws, lambda_su_role, snapshot, aws_client
     ):
diff --git a/tests/aws/services/lambda_/test_lambda_common.py b/tests/aws/services/lambda_/test_lambda_common.py
index 632f899b2040b..0e44a03549ec6 100644
--- a/tests/aws/services/lambda_/test_lambda_common.py
+++ b/tests/aws/services/lambda_/test_lambda_common.py
@@ -149,6 +149,7 @@ def _invoke_with_payload(payload):
     )
     @markers.aws.validated
     @markers.multiruntime(scenario="introspection")
+    @markers.requires_docker
     def test_introspection_invoke(self, multiruntime_lambda, snapshot, aws_client):
         create_function_result = multiruntime_lambda.create_function(
             MemorySize=1024, Environment={"Variables": {"TEST_KEY": "TEST_VAL"}}
@@ -267,6 +268,7 @@ class TestLambdaCallingLocalstack:
         runtimes=list(set(TESTED_RUNTIMES) - set(RUNTIMES_AGGREGATED.get("provided"))),
     )
     @markers.aws.validated
+    @markers.requires_docker
     def test_manual_endpoint_injection(self, multiruntime_lambda, tmp_path, aws_client):
         """Test calling SQS from Lambda using manual AWS SDK client configuration via AWS_ENDPOINT_URL.
         This must work for all runtimes.
diff --git a/tests/aws/services/lambda_/test_lambda_destinations.py b/tests/aws/services/lambda_/test_lambda_destinations.py
index 0e6b809b6e866..f392b7158a77e 100644
--- a/tests/aws/services/lambda_/test_lambda_destinations.py
+++ b/tests/aws/services/lambda_/test_lambda_destinations.py
@@ -240,6 +240,7 @@ def receive_message():
 
     @markers.snapshot.skip_snapshot_verify(paths=["$..Body.requestContext.functionArn"])
     @markers.aws.validated
+    @markers.requires_in_process
     def test_retries(
         self,
         snapshot,
diff --git a/tests/aws/services/redshift/test_redshift.py b/tests/aws/services/redshift/test_redshift.py
index 1b242080bb1e0..9ef30cdbff717 100644
--- a/tests/aws/services/redshift/test_redshift.py
+++ b/tests/aws/services/redshift/test_redshift.py
@@ -8,7 +8,7 @@
 
 class TestRedshift:
     # only runs in Docker when run against Pro (since it needs postgres on the system)
-    @markers.only_in_docker
+    @markers.requires_in_container
     @markers.aws.validated
     def test_create_clusters(self, aws_client):
         # create
diff --git a/tests/aws/services/s3/test_s3.py b/tests/aws/services/s3/test_s3.py
index 94ea9d06312ff..b8661e3ad12a5 100644
--- a/tests/aws/services/s3/test_s3.py
+++ b/tests/aws/services/s3/test_s3.py
@@ -3981,6 +3981,7 @@ def test_get_object_part_checksum(self, s3_bucket, snapshot, aws_client, checksu
         snapshot.match("get-object-part", get_object_part)
 
     @markers.aws.validated
+    @markers.requires_in_process  # Patches LOCALSTACK_HOST
     def test_set_external_hostname(
         self, s3_bucket, allow_bucket_acl, s3_multipart_upload, monkeypatch, snapshot, aws_client
     ):
@@ -4654,6 +4655,7 @@ def test_virtual_host_proxying_headers(self, s3_bucket, aws_client):
     )
     @pytest.mark.skipif(condition=TEST_S3_IMAGE, reason="KMS not enabled in S3 image")
     @markers.aws.validated
+    @markers.requires_in_process  # Patches the kms validation
     def test_s3_sse_validate_kms_key(
         self,
         aws_client_factory,
@@ -4805,6 +4807,7 @@ def test_s3_sse_validate_kms_key(
             "$..ETag",  # the ETag is different as we don't encrypt the object with the KMS key
         ]
     )
+    @markers.requires_in_process  # Patches the kms validation
     def test_s3_sse_validate_kms_key_state(
         self, s3_bucket, kms_create_key, monkeypatch, snapshot, aws_client
     ):
@@ -6073,6 +6076,7 @@ class TestS3PresignedUrl:
     # # Note: This test may have side effects (via `s3_client.meta.events.register(..)`) and
     # # may not be suitable for parallel execution
     @markers.aws.validated
+    @markers.requires_in_process  # monkeypatches signature validation
     def test_presign_with_additional_query_params(
         self, s3_bucket, patch_s3_skip_signature_validation_false, aws_client
     ):
@@ -6214,7 +6218,9 @@ def test_head_has_correct_content_length_header(self, s3_bucket, aws_client):
         assert response.headers.get("content-length") == str(len(body))
 
     @markers.aws.validated
-    @pytest.mark.parametrize("verify_signature", (True, False))
+    @pytest.mark.parametrize(
+        "verify_signature", (pytest.param(True, marks=markers.requires_in_process), False)
+    )
     def test_put_url_metadata_with_sig_s3v4(
         self,
         s3_bucket,
@@ -6289,7 +6295,9 @@ def test_put_url_metadata_with_sig_s3v4(
             assert "wrong" not in head_object["Metadata"]
 
     @markers.aws.validated
-    @pytest.mark.parametrize("verify_signature", (True, False))
+    @pytest.mark.parametrize(
+        "verify_signature", (pytest.param(True, marks=markers.requires_in_process), False)
+    )
     def test_put_url_metadata_with_sig_s3(
         self,
         s3_bucket,
@@ -6390,9 +6398,9 @@ def test_presigned_double_encoded_credentials(
     @pytest.mark.parametrize(
         "signature_version, verify_signature",
         [
-            ("s3", True),
+            pytest.param("s3", True, marks=markers.requires_in_process),
             ("s3", False),
-            ("s3v4", True),
+            pytest.param("s3v4", True, marks=markers.requires_in_process),
             ("s3v4", False),
         ],
     )
@@ -6482,6 +6490,7 @@ def test_s3_get_response_default_content_type(self, s3_bucket, aws_client):
 
     @markers.aws.validated
     @pytest.mark.parametrize("signature_version", ["s3", "s3v4"])
+    @markers.requires_in_process  # Patches skip signature validation
     def test_s3_presigned_url_expired(
         self,
         s3_bucket,
@@ -6529,6 +6538,7 @@ def test_s3_presigned_url_expired(
 
     @markers.aws.validated
     @pytest.mark.parametrize("signature_version", ["s3", "s3v4"])
+    @markers.requires_in_process  # Patches skip signature validation
     def test_s3_put_presigned_url_with_different_headers(
         self,
         s3_bucket,
@@ -6636,6 +6646,7 @@ def test_s3_put_presigned_url_with_different_headers(
         snapshot.match("wrong-content-encoding-response", exception)
 
     @markers.aws.validated
+    @markers.requires_in_process  # Patches skip signature validation
     def test_s3_put_presigned_url_same_header_and_qs_parameter(
         self,
         s3_bucket,
@@ -6985,6 +6996,7 @@ def test_s3_get_response_case_sensitive_headers(self, s3_bucket, aws_client):
         ],
     )
     @markers.aws.validated
+    @markers.requires_in_process  # Patches skip signature validation
     def test_presigned_url_signature_authentication_expired(
         self,
         s3_create_bucket,
@@ -7026,6 +7038,7 @@ def test_presigned_url_signature_authentication_expired(
         ],
     )
     @markers.aws.validated
+    @markers.requires_in_process  # Patches skip signature validation
     def test_presigned_url_signature_authentication(
         self,
         s3_create_bucket,
@@ -7197,6 +7210,7 @@ def test_presigned_url_signature_authentication_multi_part(
 
     @pytest.mark.skipif(condition=TEST_S3_IMAGE, reason="Lambda not enabled in S3 image")
     @markers.aws.validated
+    @markers.requires_in_process  # Patches skip signature validation
     def test_presigned_url_v4_x_amz_in_qs(
         self,
         s3_bucket,
@@ -7288,6 +7302,7 @@ def test_presigned_url_v4_x_amz_in_qs(
 
     @pytest.mark.skipif(condition=TEST_S3_IMAGE, reason="Lambda not enabled in S3 image")
     @markers.aws.validated
+    @markers.requires_in_process  # Patches skip signature validation
     def test_presigned_url_v4_signed_headers_in_qs(
         self,
         s3_bucket,
@@ -7364,6 +7379,7 @@ def test_presigned_url_v4_signed_headers_in_qs(
         assert response.status_code == 200
 
     @markers.aws.validated
+    @markers.requires_in_process  # Patches skip signature validation
     def test_pre_signed_url_forward_slash_bucket(
         self, s3_bucket, patch_s3_skip_signature_validation_false, aws_client
     ):
@@ -7419,6 +7435,7 @@ def test_s3_presign_url_encoding(
         assert req.content == b"123"
 
     @markers.aws.validated
+    @markers.requires_in_process  # Patches skip signature validation
     def test_s3_ignored_special_headers(
         self,
         s3_bucket,
diff --git a/tests/aws/services/sqs/test_sqs.py b/tests/aws/services/sqs/test_sqs.py
index 959417eb628b7..f98165eb58398 100644
--- a/tests/aws/services/sqs/test_sqs.py
+++ b/tests/aws/services/sqs/test_sqs.py
@@ -212,6 +212,7 @@ def test_create_queue_and_get_attributes(self, sqs_queue, aws_sqs_client):
         assert int(attrs["VisibilityTimeout"]) == 30, "visibility timeout is not the default value"
 
     @markers.aws.validated
+    @markers.requires_in_process
     def test_create_queue_recently_deleted(self, sqs_create_queue, monkeypatch, aws_sqs_client):
         monkeypatch.setattr(config, "SQS_DELAY_RECENTLY_DELETED", True)
 
@@ -1250,6 +1251,7 @@ def test_terminate_visibility_timeout_after_receive(self, sqs_create_queue, aws_
         assert len(response["Messages"]) == 1
 
     @markers.aws.validated
+    @markers.requires_in_process
     def test_message_retention(self, sqs_create_queue, aws_client, monkeypatch):
         monkeypatch.setattr(config, "SQS_ENABLE_MESSAGE_RETENTION_PERIOD", True)
         # in AWS, message retention is at least 60 seconds
@@ -1273,6 +1275,7 @@ def test_message_retention(self, sqs_create_queue, aws_client, monkeypatch):
         assert not result.get("Messages")
 
     @markers.aws.validated
+    @markers.requires_in_process
     def test_message_retention_fifo(self, sqs_create_queue, aws_client, monkeypatch):
         monkeypatch.setattr(config, "SQS_ENABLE_MESSAGE_RETENTION_PERIOD", True)
         # in AWS, message retention is at least 60 seconds
@@ -1302,6 +1305,7 @@ def test_message_retention_fifo(self, sqs_create_queue, aws_client, monkeypatch)
         assert not result.get("Messages")
 
     @markers.aws.validated
+    @markers.requires_in_process
     def test_message_retention_with_inflight(self, sqs_create_queue, aws_client, monkeypatch):
         # tests whether an inflight message is correctly removed after it expires
         monkeypatch.setattr(config, "SQS_ENABLE_MESSAGE_RETENTION_PERIOD", True)
@@ -3924,6 +3928,7 @@ def test_purge_queue_clears_fifo_deduplication_cache(self, sqs_create_queue, aws
 
     @markers.aws.validated
     @markers.snapshot.skip_snapshot_verify(paths=["$..Error.Detail"])
+    @markers.requires_in_process
     def test_successive_purge_calls_fail(
         self, sqs_create_queue, monkeypatch, snapshot, aws_sqs_client, aws_client
     ):
@@ -4019,6 +4024,7 @@ def test_list_queues_multi_region_with_endpoint_strategy_standard(
         assert queue2_url in region2_client.list_queues().get("QueueUrls", [])
 
     @markers.aws.validated
+    @markers.requires_in_process
     def test_list_queues_multi_region_with_endpoint_strategy_domain(
         self, aws_client_factory, cleanups, monkeypatch
     ):
@@ -5098,7 +5104,10 @@ def test_get_queue_url_work_for_different_queue(
         assert response.status_code == 200
 
     @markers.aws.validated
-    @pytest.mark.parametrize("strategy", ["standard", "domain", "path", "off"])
+    @pytest.mark.parametrize(
+        "strategy",
+        ["standard", "domain", "path", pytest.param("off", marks=markers.requires_in_process)],
+    )
     def test_endpoint_strategy_with_multi_region(
         self,
         strategy,
diff --git a/tests/aws/services/stepfunctions/v2/mocking/test_base_callbacks.py b/tests/aws/services/stepfunctions/v2/mocking/test_base_callbacks.py
index 7273954337d03..78ab730b6363a 100644
--- a/tests/aws/services/stepfunctions/v2/mocking/test_base_callbacks.py
+++ b/tests/aws/services/stepfunctions/v2/mocking/test_base_callbacks.py
@@ -38,6 +38,7 @@
         "$..events..taskSubmittedEventDetails.output",
     ]
 )
+@markers.requires_in_process
 class TestBaseScenarios:
     @markers.aws.validated
     @pytest.mark.parametrize(
diff --git a/tests/aws/services/stepfunctions/v2/mocking/test_base_scenarios.py b/tests/aws/services/stepfunctions/v2/mocking/test_base_scenarios.py
index a267d59cf91dc..cfaccf6623702 100644
--- a/tests/aws/services/stepfunctions/v2/mocking/test_base_scenarios.py
+++ b/tests/aws/services/stepfunctions/v2/mocking/test_base_scenarios.py
@@ -29,6 +29,7 @@
 @markers.snapshot.skip_snapshot_verify(
     paths=["$..SdkHttpMetadata", "$..SdkResponseMetadata", "$..ExecutedVersion"]
 )
+@markers.requires_in_process
 class TestBaseScenarios:
     @markers.aws.validated
     def test_lambda_invoke(

From c41754410b16a3dad9c4c4f94f33e7d5175413aa Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Cristopher=20Pinz=C3=B3n?=
 <18080804+pinzon@users.noreply.github.com>
Date: Thu, 14 Aug 2025 17:49:19 -0500
Subject: [PATCH 105/697] add support for Fn::Tranform in CFnV2 (#12966)

Co-authored-by: Simon Walker <simon.walker@localstack.cloud>
---
 .../engine/v2/change_set_model.py             | 123 +++++-
 .../engine/v2/change_set_model_preproc.py     |   5 +
 .../engine/v2/change_set_model_transform.py   | 350 +++++++++++++-----
 .../engine/v2/change_set_model_validator.py   |   8 +
 .../services/cloudformation/v2/entities.py    |   6 +-
 .../services/cloudformation/v2/provider.py    |  31 +-
 .../cloudformation/api/test_transformers.py   |   1 -
 .../test_change_set_fn_transform.py           |  21 +-
 ...test_change_set_fn_transform.snapshot.json |  30 +-
 .../test_change_set_global_macros.py          |  13 +-
 ...est_change_set_global_macros.snapshot.json |   2 +-
 ...t_change_set_global_macros.validation.json |  10 +-
 .../cloudformation/test_template_engine.py    |  12 +-
 tests/aws/templates/macros/format_template.py |  31 ++
 14 files changed, 481 insertions(+), 162 deletions(-)

diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py
index 3eb0dc1ee67e7..d06cad7a418f6 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py
@@ -14,6 +14,7 @@
     EngineParameter,
     engine_parameter_value,
 )
+from localstack.utils.json import extract_jsonpath
 from localstack.utils.strings import camel_to_snake_case
 
 T = TypeVar("T")
@@ -106,6 +107,30 @@ def open_index(self, index: int) -> Scope:
     def unwrap(self) -> list[str]:
         return self.split(self._SEPARATOR)
 
+    @property
+    def parent(self) -> Scope:
+        return Scope(self._SEPARATOR.join(self.split(self._SEPARATOR)[:-1]))
+
+    @property
+    def jsonpath(self) -> str:
+        parts = self.split("/")
+        json_parts = []
+
+        for part in parts:
+            if not part:  # Skip empty strings from leading/trailing slashes
+                continue
+
+            if part == "divergence":
+                continue
+
+            # Wrap keys with special characters (e.g., colon) in quotes
+            if ":" in part:
+                json_parts.append(f'"{part}"')
+            else:
+                json_parts.append(part)
+
+        return f"$.{'.'.join(json_parts)}"
+
 
 class ChangeType(enum.Enum):
     UNCHANGED = "Unchanged"
@@ -343,11 +368,18 @@ def __init__(self, scope: Scope, global_transforms: list[NodeGlobalTransform]):
 
 class NodeResources(ChangeSetNode):
     resources: Final[list[NodeResource]]
+    fn_transform: Final[Maybe[NodeIntrinsicFunctionFnTransform]]
 
-    def __init__(self, scope: Scope, resources: list[NodeResource]):
+    def __init__(
+        self,
+        scope: Scope,
+        resources: list[NodeResource],
+        fn_transform: Maybe[NodeIntrinsicFunctionFnTransform],
+    ):
         change_type = parent_change_type_of(resources)
         super().__init__(scope=scope, change_type=change_type)
         self.resources = resources
+        self.fn_transform = fn_transform
 
 
 class NodeResource(ChangeSetNode):
@@ -359,6 +391,7 @@ class NodeResource(ChangeSetNode):
     requires_replacement: Final[bool]
     deletion_policy: Final[Maybe[ChangeSetTerminal]]
     update_replace_policy: Final[Maybe[ChangeSetTerminal]]
+    fn_transform: Final[Maybe[NodeIntrinsicFunctionFnTransform]]
 
     def __init__(
         self,
@@ -372,6 +405,7 @@ def __init__(
         requires_replacement: bool,
         deletion_policy: Maybe[ChangeSetTerminal],
         update_replace_policy: Maybe[ChangeSetTerminal],
+        fn_transform: Maybe[NodeIntrinsicFunctionFnTransform],
     ):
         super().__init__(scope=scope, change_type=change_type)
         self.name = name
@@ -382,15 +416,23 @@ def __init__(
         self.requires_replacement = requires_replacement
         self.deletion_policy = deletion_policy
         self.update_replace_policy = update_replace_policy
+        self.fn_transform = fn_transform
 
 
 class NodeProperties(ChangeSetNode):
     properties: Final[list[NodeProperty]]
+    fn_transform: Final[Maybe[NodeIntrinsicFunctionFnTransform]]
 
-    def __init__(self, scope: Scope, properties: list[NodeProperty]):
+    def __init__(
+        self,
+        scope: Scope,
+        properties: list[NodeProperty],
+        fn_transform: Maybe[NodeIntrinsicFunctionFnTransform],
+    ):
         change_type = parent_change_type_of(properties)
         super().__init__(scope=scope, change_type=change_type)
         self.properties = properties
+        self.fn_transform = fn_transform
 
 
 class NodeDependsOn(ChangeSetNode):
@@ -427,6 +469,26 @@ def __init__(
         self.arguments = arguments
 
 
+class NodeIntrinsicFunctionFnTransform(NodeIntrinsicFunction):
+    def __init__(
+        self,
+        scope: Scope,
+        change_type: ChangeType,
+        intrinsic_function: str,
+        arguments: ChangeSetEntity,
+        before_siblings: list[Any],
+        after_siblings: list[Any],
+    ):
+        super().__init__(
+            scope=scope,
+            change_type=change_type,
+            intrinsic_function=intrinsic_function,
+            arguments=arguments,
+        )
+        self.before_siblings = before_siblings
+        self.after_siblings = after_siblings
+
+
 class NodeObject(ChangeSetNode):
     bindings: Final[dict[str, ChangeSetEntity]]
 
@@ -611,12 +673,32 @@ def _visit_intrinsic_function(
                 change_type = resolve_function(arguments)
             else:
                 change_type = arguments.change_type
-        node_intrinsic_function = NodeIntrinsicFunction(
-            scope=scope,
-            change_type=change_type,
-            intrinsic_function=intrinsic_function,
-            arguments=arguments,
-        )
+
+        if intrinsic_function == FnTransform:
+            if scope.count(FnTransform) > 1:
+                raise RuntimeError(
+                    "Invalid: Fn::Transforms cannot be nested inside another Fn::Transform"
+                )
+
+            path = "$" + ".".join(scope.split("/")[:-1])
+            before_siblings = extract_jsonpath(self._before_template, path)
+            after_siblings = extract_jsonpath(self._after_template, path)
+
+            node_intrinsic_function = NodeIntrinsicFunctionFnTransform(
+                scope=scope,
+                change_type=change_type,
+                arguments=arguments,
+                intrinsic_function=intrinsic_function,
+                before_siblings=before_siblings,
+                after_siblings=after_siblings,
+            )
+        else:
+            node_intrinsic_function = NodeIntrinsicFunction(
+                scope=scope,
+                change_type=change_type,
+                intrinsic_function=intrinsic_function,
+                arguments=arguments,
+            )
         self._visited_scopes[scope] = node_intrinsic_function
         return node_intrinsic_function
 
@@ -889,10 +971,18 @@ def _visit_properties(
             return node_properties
         property_names: list[str] = self._safe_keys_of(before_properties, after_properties)
         properties: list[NodeProperty] = []
+        fn_transform = Nothing
+
         for property_name in property_names:
             property_scope, (before_property, after_property) = self._safe_access_in(
                 scope, property_name, before_properties, after_properties
             )
+            if property_name == FnTransform:
+                fn_transform = self._visit_intrinsic_function(
+                    property_scope, FnTransform, before_property, after_property
+                )
+                continue
+
             property_ = self._visit_property(
                 scope=property_scope,
                 property_name=property_name,
@@ -900,7 +990,10 @@ def _visit_properties(
                 after_property=after_property,
             )
             properties.append(property_)
-        node_properties = NodeProperties(scope=scope, properties=properties)
+
+        node_properties = NodeProperties(
+            scope=scope, properties=properties, fn_transform=fn_transform
+        )
         self._visited_scopes[scope] = node_properties
         return node_properties
 
@@ -1019,6 +1112,7 @@ def _visit_resource(
             requires_replacement=requires_replacement,
             deletion_policy=deletion_policy,
             update_replace_policy=update_replace_policy,
+            fn_transform=Nothing,  # TODO
         )
         self._visited_scopes[scope] = node_resource
         return node_resource
@@ -1029,10 +1123,19 @@ def _visit_resources(
         # TODO: investigate type changes behavior.
         resources: list[NodeResource] = []
         resource_names = self._safe_keys_of(before_resources, after_resources)
+        fn_transform = Nothing
         for resource_name in resource_names:
             resource_scope, (before_resource, after_resource) = self._safe_access_in(
                 scope, resource_name, before_resources, after_resources
             )
+            if resource_name == FnTransform:
+                fn_transform = self._visit_intrinsic_function(
+                    scope=resource_scope,
+                    intrinsic_function=resource_name,
+                    before_arguments=before_resource,
+                    after_arguments=after_resource,
+                )
+                continue
             resource = self._visit_resource(
                 scope=resource_scope,
                 resource_name=resource_name,
@@ -1040,7 +1143,7 @@ def _visit_resources(
                 after_resource=after_resource,
             )
             resources.append(resource)
-        return NodeResources(scope=scope, resources=resources)
+        return NodeResources(scope=scope, resources=resources, fn_transform=fn_transform)
 
     def _visit_mapping(
         self, scope: Scope, name: str, before_mapping: Maybe[dict], after_mapping: Maybe[dict]
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
index e49cdc32be98e..6507e9acf630a 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
@@ -1216,3 +1216,8 @@ def _compute_fn_import_value(string) -> str:
             resolver=_compute_fn_import_value,
         )
         return delta
+
+    def visit_node_intrinsic_function_fn_transform(
+        self, node_intrinsic_function: NodeIntrinsicFunction
+    ):
+        raise RuntimeError("Fn::Transform should have been handled by the Transformer")
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_transform.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_transform.py
index 04499c0724a56..f5bdfaad50c37 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_transform.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_transform.py
@@ -1,9 +1,12 @@
 import copy
+import json
 import logging
 import os
+import re
 from typing import Any, Final, TypedDict
 
 import boto3
+import jsonpath_ng
 from botocore.exceptions import ClientError
 from samtranslator.translator.transform import transform as transform_sam
 
@@ -12,13 +15,16 @@
 from localstack.services.cloudformation.engine.template_preparer import parse_template
 from localstack.services.cloudformation.engine.transformers import (
     FailedTransformationException,
-    execute_macro,
 )
 from localstack.services.cloudformation.engine.v2.change_set_model import (
     ChangeType,
+    FnTransform,
     Maybe,
     NodeGlobalTransform,
-    NodeParameter,
+    NodeIntrinsicFunction,
+    NodeIntrinsicFunctionFnTransform,
+    NodeProperties,
+    NodeResources,
     NodeTransform,
     Nothing,
     Scope,
@@ -27,10 +33,14 @@
 from localstack.services.cloudformation.engine.v2.change_set_model_preproc import (
     ChangeSetModelPreproc,
     PreprocEntityDelta,
+    PreprocProperties,
 )
+from localstack.services.cloudformation.engine.validations import ValidationError
 from localstack.services.cloudformation.stores import get_cloudformation_store
 from localstack.services.cloudformation.v2.entities import ChangeSet
+from localstack.services.cloudformation.v2.types import engine_parameter_value
 from localstack.utils import testutil
+from localstack.utils.strings import long_uid
 
 LOG = logging.getLogger(__name__)
 
@@ -79,45 +89,6 @@ def __init__(
         self._before_template = before_template or Nothing
         self._after_template = after_template or Nothing
 
-    def visit_node_parameter(
-        self, node_parameter: NodeParameter
-    ) -> PreprocEntityDelta[
-        dict[str, TransformPreprocParameter], dict[str, TransformPreprocParameter]
-    ]:
-        # Enable compatability with v1 util.
-        # TODO: port v1's SSM parameter resolution
-
-        parameter_value_delta = super().visit_node_parameter(node_parameter=node_parameter)
-        parameter_value_before = parameter_value_delta.before
-        parameter_value_after = parameter_value_delta.after
-
-        parameter_type_delta = self.visit(node_parameter.type_)
-        parameter_type_before = parameter_type_delta.before
-        parameter_type_after = parameter_type_delta.after
-
-        parameter_key = node_parameter.name
-
-        before = Nothing
-        if not is_nothing(parameter_value_before):
-            before = TransformPreprocParameter(
-                ParameterKey=parameter_key,
-                ParameterValue=parameter_value_before,
-                ParameterType=parameter_type_before
-                if not is_nothing(parameter_type_before)
-                else None,
-            )
-        after = Nothing
-        if not is_nothing(parameter_value_after):
-            after = TransformPreprocParameter(
-                ParameterKey=parameter_key,
-                ParameterValue=parameter_value_after,
-                ParameterType=parameter_type_after
-                if not is_nothing(parameter_type_after)
-                else None,
-            )
-
-        return PreprocEntityDelta(before=before, after=after)
-
     # Ported from v1:
     @staticmethod
     def _apply_global_serverless_transformation(
@@ -143,18 +114,17 @@ def _apply_global_serverless_transformation(
             if region_before is not None:
                 os.environ["AWS_DEFAULT_REGION"] = region_before
 
-    @staticmethod
-    def _apply_global_include(
-        global_transform: GlobalTransform, template: dict, parameters: dict, account_id, region_name
-    ) -> dict:
-        location = global_transform.parameters.get("Location")
+    def _compute_include_transform(self, parameters: dict, fragment: dict) -> dict:
+        location = parameters.get("Location")
         if not location or not location.startswith("s3://"):
             raise FailedTransformationException(
                 transformation=INCLUDE_TRANSFORM,
                 message="Unexpected Location parameter for AWS::Include transformer: %s" % location,
             )
 
-        s3_client = connect_to(aws_access_key_id=account_id, region_name=region_name).s3
+        s3_client = connect_to(
+            aws_access_key_id=self._change_set.account_id, region_name=self._change_set.region_name
+        ).s3
         bucket, _, path = location.removeprefix("s3://").partition("/")
         try:
             content = testutil.download_s3_object(s3_client, bucket, path)
@@ -167,34 +137,8 @@ def _apply_global_include(
             template_to_include = parse_template(content)
         except Exception as e:
             raise FailedTransformationException(transformation=INCLUDE_TRANSFORM, message=str(e))
-        return {**template, **template_to_include}
 
-    @staticmethod
-    def _apply_global_macro_transformation(
-        account_id: str,
-        region_name,
-        global_transform: GlobalTransform,
-        template: dict,
-        parameters: dict,
-    ) -> dict | None:
-        macro_name = global_transform.name
-        macros_store = get_cloudformation_store(
-            account_id=account_id, region_name=region_name
-        ).macros
-        macro = macros_store.get(macro_name)
-        if macro is None:
-            raise RuntimeError(f"No definitions for global transform '{macro_name}'")
-        transformation_parameters = global_transform.parameters or {}
-        transformed_template = execute_macro(
-            account_id,
-            region_name,
-            parsed_template=template,
-            macro=macro,
-            stack_parameters=parameters,
-            transformation_parameters=transformation_parameters,
-        )
-        # The type annotation on the v1 util appears to be incorrect.
-        return transformed_template  # noqa
+        return {**fragment, **template_to_include}
 
     def _apply_global_transform(
         self, global_transform: GlobalTransform, template: dict, parameters: dict
@@ -214,20 +158,18 @@ def _apply_global_transform(
             LOG.warning("%s is not yet supported. Ignoring.", SECRETSMANAGER_TRANSFORM)
             transformed_template = template
         elif transform_name == INCLUDE_TRANSFORM:
-            transformed_template = self._apply_global_include(
-                global_transform=global_transform,
-                region_name=self._change_set.region_name,
-                account_id=self._change_set.account_id,
-                template=template,
-                parameters=parameters,
+            transformed_template = self._compute_include_transform(
+                parameters=global_transform.parameters,
+                fragment=template,
             )
         else:
-            transformed_template = self._apply_global_macro_transformation(
-                account_id=self._change_set.account_id,
-                region_name=self._change_set.region_name,
-                global_transform=global_transform,
-                template=template,
-                parameters=parameters,
+            transformed_template = self._invoke_macro(
+                name=global_transform.name,
+                parameters=global_transform.parameters
+                if not is_nothing(global_transform.parameters)
+                else {},
+                fragment=template,
+                allow_string=False,
             )
         return transformed_template
 
@@ -240,6 +182,8 @@ def transform(self) -> tuple[dict, dict]:
         parameters_before = parameters_delta.before
         parameters_after = parameters_delta.after
 
+        self.visit_node_resources(node_template.resources)
+
         transform_delta: PreprocEntityDelta[list[GlobalTransform], list[GlobalTransform]] = (
             self.visit_node_transform(node_template.transform)
         )
@@ -248,9 +192,9 @@ def transform(self) -> tuple[dict, dict]:
 
         transformed_before_template = self._before_template
         if transform_before and not is_nothing(self._before_template):
-            transformed_before_template = self._before_cache.get(_SCOPE_TRANSFORM_TEMPLATE_OUTCOME)
-            if not transformed_before_template:
-                transformed_before_template = self._before_template
+            if _SCOPE_TRANSFORM_TEMPLATE_OUTCOME in self._before_cache:
+                transformed_before_template = self._before_cache[_SCOPE_TRANSFORM_TEMPLATE_OUTCOME]
+            else:
                 for before_global_transform in transform_before:
                     if not is_nothing(before_global_transform.name):
                         transformed_before_template = self._apply_global_transform(
@@ -258,21 +202,26 @@ def transform(self) -> tuple[dict, dict]:
                             parameters=parameters_before,
                             template=transformed_before_template,
                         )
+
+                # Macro transformations won't remove the transform from the template
+                if "Transform" in transformed_before_template:
+                    transformed_before_template.pop("Transform")
                 self._before_cache[_SCOPE_TRANSFORM_TEMPLATE_OUTCOME] = transformed_before_template
 
         transformed_after_template = self._after_template
         if transform_after and not is_nothing(self._after_template):
-            transformed_after_template = self._after_cache.get(_SCOPE_TRANSFORM_TEMPLATE_OUTCOME)
-            if not transformed_after_template:
-                transformed_after_template = self._after_template
-                for after_global_transform in transform_after:
-                    if not is_nothing(after_global_transform.name):
-                        transformed_after_template = self._apply_global_transform(
-                            global_transform=after_global_transform,
-                            parameters=parameters_after,
-                            template=transformed_after_template,
-                        )
-                self._after_cache[_SCOPE_TRANSFORM_TEMPLATE_OUTCOME] = transformed_after_template
+            transformed_after_template = self._after_template
+            for after_global_transform in transform_after:
+                if not is_nothing(after_global_transform.name):
+                    transformed_after_template = self._apply_global_transform(
+                        global_transform=after_global_transform,
+                        parameters=parameters_after,
+                        template=transformed_after_template,
+                    )
+            # Macro transformations won't remove the transform from the template
+            if "Transform" in transformed_after_template:
+                transformed_after_template.pop("Transform")
+            self._after_cache[_SCOPE_TRANSFORM_TEMPLATE_OUTCOME] = transformed_after_template
 
         self._save_runtime_cache()
 
@@ -301,6 +250,9 @@ def visit_node_transform(
         before = [] if change_type != ChangeType.CREATED else Nothing
         after = [] if change_type != ChangeType.REMOVED else Nothing
         for change_set_entity in node_transform.global_transforms:
+            if not isinstance(change_set_entity.name.value, str):
+                raise ValidationError("Key Name of transform definition must be a string.")
+
             delta: PreprocEntityDelta[GlobalTransform, GlobalTransform] = self.visit(
                 change_set_entity=change_set_entity
             )
@@ -311,3 +263,201 @@ def visit_node_transform(
             if not is_nothing(after) and not is_nothing(delta_after):
                 after.append(delta_after)
         return PreprocEntityDelta(before=before, after=after)
+
+    def _compute_fn_transform(
+        self, macro_definition: Any, siblings: Any, allow_string: False
+    ) -> Any:
+        def _normalize_transform(obj):
+            transforms = []
+
+            if isinstance(obj, str):
+                transforms.append({"Name": obj, "Parameters": {}})
+
+            if isinstance(obj, dict):
+                transforms.append(obj)
+
+            if isinstance(obj, list):
+                for v in obj:
+                    if isinstance(v, str):
+                        transforms.append({"Name": v, "Parameters": {}})
+
+                    if isinstance(v, dict):
+                        if not v.get("Parameters"):
+                            v["Parameters"] = {}
+                        transforms.append(v)
+
+            return transforms
+
+        normalized_transforms = _normalize_transform(macro_definition)
+        transform_output = copy.deepcopy(siblings)
+        for transform in normalized_transforms:
+            transform_name = transform["Name"]
+            if transform_name == INCLUDE_TRANSFORM:
+                transform_output = self._compute_include_transform(
+                    parameters=transform["Parameters"], fragment=transform_output
+                )
+            else:
+                transform_output: dict | str = self._invoke_macro(
+                    fragment=transform_output,
+                    name=transform["Name"],
+                    parameters=transform.get("Parameters", {}),
+                    allow_string=allow_string,
+                )
+
+        if isinstance(transform_output, dict) and FnTransform in transform_output:
+            transform_output.pop(FnTransform)
+
+        return transform_output
+
+    def _replace_at_jsonpath(self, template: dict, path: str, result: Any):
+        pattern = jsonpath_ng.parse(path)
+        result_template = pattern.update(template, result)
+
+        return result_template
+
+    def visit_node_intrinsic_function_fn_transform(
+        self, node_intrinsic_function: NodeIntrinsicFunctionFnTransform
+    ) -> PreprocEntityDelta:
+        arguments_delta = self.visit(node_intrinsic_function.arguments)
+        parent_json_path = node_intrinsic_function.scope.parent.jsonpath
+
+        # Only when a FnTransform is used as Property value the macro function is allowed to return a str
+        property_value_regex = r"\.(Properties)"
+        allow_string = False
+        if re.search(property_value_regex, parent_json_path):
+            allow_string = True
+
+        if not is_nothing(arguments_delta.before):
+            before = self._compute_fn_transform(
+                arguments_delta.before,
+                node_intrinsic_function.before_siblings,
+                allow_string=allow_string,
+            )
+            updated_before_template = self._replace_at_jsonpath(
+                self._before_template, parent_json_path, before
+            )
+            self._after_cache[_SCOPE_TRANSFORM_TEMPLATE_OUTCOME] = updated_before_template
+        else:
+            before = Nothing
+
+        if not is_nothing(arguments_delta.after):
+            after = self._compute_fn_transform(
+                arguments_delta.after,
+                node_intrinsic_function.after_siblings,
+                allow_string=allow_string,
+            )
+            updated_after_template = self._replace_at_jsonpath(
+                self._after_template, parent_json_path, after
+            )
+            self._after_cache[_SCOPE_TRANSFORM_TEMPLATE_OUTCOME] = updated_after_template
+        else:
+            after = Nothing
+
+        self._save_runtime_cache()
+        return PreprocEntityDelta(before=before, after=after)
+
+    def visit_node_properties(
+        self, node_properties: NodeProperties
+    ) -> PreprocEntityDelta[PreprocProperties, PreprocProperties]:
+        if not is_nothing(node_properties.fn_transform):
+            self.visit_node_intrinsic_function_fn_transform(node_properties.fn_transform)
+
+        return super().visit_node_properties(node_properties=node_properties)
+
+    def visit_node_resources(self, node_resources: NodeResources) -> PreprocEntityDelta:
+        if not is_nothing(node_resources.fn_transform):
+            self.visit_node_intrinsic_function_fn_transform(
+                node_intrinsic_function=node_resources.fn_transform
+            )
+
+        return super().visit_node_resources(node_resources=node_resources)
+
+    def _invoke_macro(self, name: str, parameters: dict, fragment: dict, allow_string=False):
+        account_id = self._change_set.account_id
+        region_name = self._change_set.region_name
+        macro_definition = get_cloudformation_store(
+            account_id=account_id, region_name=region_name
+        ).macros.get(name)
+
+        if not macro_definition:
+            raise FailedTransformationException(name, f"Transformation {name} is not supported.")
+
+        simplified_parameters = {}
+        if resolved_parameters := self._change_set.resolved_parameters:
+            for key, resolved_parameter in resolved_parameters.items():
+                final_value = engine_parameter_value(resolved_parameter)
+                simplified_parameters[key] = (
+                    final_value.split(",")
+                    if resolved_parameter["type_"] == "CommaDelimitedList"
+                    else final_value
+                )
+
+        transformation_id = f"{account_id}::{name}"
+        event = {
+            "region": region_name,
+            "accountId": account_id,
+            "fragment": fragment,
+            "transformId": transformation_id,
+            "params": parameters,
+            "requestId": long_uid(),
+            "templateParameterValues": simplified_parameters,
+        }
+
+        client = connect_to(aws_access_key_id=account_id, region_name=region_name).lambda_
+        try:
+            invocation = client.invoke(
+                FunctionName=macro_definition["FunctionName"], Payload=json.dumps(event)
+            )
+        except ClientError:
+            LOG.error(
+                "client error executing lambda function '%s' with payload '%s'",
+                macro_definition["FunctionName"],
+                json.dumps(event),
+            )
+            raise
+        if invocation.get("StatusCode") != 200 or invocation.get("FunctionError") == "Unhandled":
+            raise FailedTransformationException(
+                transformation=name,
+                message=f"Received malformed response from transform {transformation_id}. Rollback requested by user.",
+            )
+        result = json.loads(invocation["Payload"].read())
+
+        if result.get("status") != "success":
+            error_message = result.get("errorMessage")
+            message = (
+                f"Transform {transformation_id} failed with: {error_message}. Rollback requested by user."
+                if error_message
+                else f"Transform {transformation_id} failed without an error message.. Rollback requested by user."
+            )
+            raise FailedTransformationException(transformation=name, message=message)
+
+        if not isinstance(result.get("fragment"), dict) and not allow_string:
+            raise FailedTransformationException(
+                transformation=name,
+                message="Template format error: unsupported structure.. Rollback requested by user.",
+            )
+
+        return result.get("fragment")
+
+    def visit_node_intrinsic_function_fn_get_att(
+        self, node_intrinsic_function: NodeIntrinsicFunction
+    ) -> PreprocEntityDelta:
+        return self.visit(node_intrinsic_function.arguments)
+
+    def visit_node_intrinsic_function_fn_sub(
+        self, node_intrinsic_function: NodeIntrinsicFunction
+    ) -> PreprocEntityDelta:
+        try:
+            # If an argument is a Parameter it should be resolved, any other case, ignore it
+            return super().visit_node_intrinsic_function_fn_sub(node_intrinsic_function)
+        except RuntimeError:
+            return self.visit(node_intrinsic_function.arguments)
+
+    def visit_node_intrinsic_function_fn_split(
+        self, node_intrinsic_function: NodeIntrinsicFunction
+    ) -> PreprocEntityDelta:
+        try:
+            # If an argument is a Parameter it should be resolved, any other case, ignore it
+            return super().visit_node_intrinsic_function_fn_split(node_intrinsic_function)
+        except RuntimeError:
+            return self.visit(node_intrinsic_function.arguments)
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_validator.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_validator.py
index 903638b7c571a..8130cfca5c30e 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_validator.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_validator.py
@@ -139,3 +139,11 @@ def _compute_sub(args: str | list[Any], select_before: bool) -> str:
         if is_nothing(after) and not is_nothing(arguments_after):
             after = _compute_sub(args=arguments_after, select_before=False)
         return PreprocEntityDelta(before=before, after=after)
+
+    def visit_node_intrinsic_function_fn_transform(
+        self, node_intrinsic_function: NodeIntrinsicFunction
+    ):
+        # TODO Research this issue:
+        # Function is already resolved in the template reaching this point
+        # But transformation is still present in update model
+        return self.visit(node_intrinsic_function.arguments)
diff --git a/localstack-core/localstack/services/cloudformation/v2/entities.py b/localstack-core/localstack/services/cloudformation/v2/entities.py
index 3c93a2bb10a72..958a005dbe2b3 100644
--- a/localstack-core/localstack/services/cloudformation/v2/entities.py
+++ b/localstack-core/localstack/services/cloudformation/v2/entities.py
@@ -29,7 +29,7 @@
     ChangeType,
     UpdateModel,
 )
-from localstack.services.cloudformation.v2.types import ResolvedResource
+from localstack.services.cloudformation.v2.types import EngineParameter, ResolvedResource
 from localstack.utils.aws import arns
 from localstack.utils.strings import long_uid, short_uid
 
@@ -192,7 +192,7 @@ class ChangeSet:
     execution_status: ExecutionStatus
     creation_time: datetime
     processed_template: dict | None
-    resolved_parameters: list[ApiParameter]
+    resolved_parameters: dict[str, EngineParameter]
     description: str | None
 
     def __init__(
@@ -210,7 +210,7 @@ def __init__(
         self.execution_status = ExecutionStatus.AVAILABLE
         self.update_model = None
         self.creation_time = datetime.now(tz=UTC)
-        self.resolved_parameters = []
+        self.resolved_parameters = {}
 
         self.change_set_name = request_payload["ChangeSetName"]
         self.change_set_type = request_payload.get("ChangeSetType", ChangeSetType.UPDATE)
diff --git a/localstack-core/localstack/services/cloudformation/v2/provider.py b/localstack-core/localstack/services/cloudformation/v2/provider.py
index 916172e251ec8..3fb6b4cbc2ebd 100644
--- a/localstack-core/localstack/services/cloudformation/v2/provider.py
+++ b/localstack-core/localstack/services/cloudformation/v2/provider.py
@@ -80,6 +80,7 @@
 from localstack.services.cloudformation import api_utils
 from localstack.services.cloudformation.engine import template_preparer
 from localstack.services.cloudformation.engine.parameters import resolve_ssm_parameter
+from localstack.services.cloudformation.engine.transformers import FailedTransformationException
 from localstack.services.cloudformation.engine.v2.change_set_model import (
     ChangeSetModel,
     ChangeType,
@@ -299,9 +300,18 @@ def _setup_change_set_model(
             before_template=before_template,
             after_template=after_template,
         )
-        transformed_before_template, transformed_after_template = (
-            change_set_model_transform.transform()
-        )
+        try:
+            transformed_before_template, transformed_after_template = (
+                change_set_model_transform.transform()
+            )
+        except FailedTransformationException as e:
+            change_set.status = ChangeSetStatus.FAILED
+            change_set.status_reason = e.message
+            change_set.stack.set_stack_status(
+                status=StackStatus.ROLLBACK_IN_PROGRESS, reason=e.message
+            )
+            change_set.stack.set_stack_status(status=StackStatus.CREATE_FAILED)
+            return
 
         # Remodel the update graph after the applying the global transforms.
         change_set_model = ChangeSetModel(
@@ -363,6 +373,12 @@ def create_change_set(
         template_body = api_utils.extract_template_body(request)
         structured_template = template_preparer.parse_template(template_body)
 
+        if len(template_body) > 51200:
+            raise ValidationError(
+                f"1 validation error detected: Value '{template_body}' at 'templateBody' "
+                "failed to satisfy constraint: Member must have length less than or equal to 51200"
+            )
+
         # this is intentionally not in a util yet. Let's first see how the different operations deal with these before generalizing
         # handle ARN stack_name here (not valid for initial CREATE, since stack doesn't exist yet)
         if is_stack_arn(stack_name):
@@ -688,6 +704,12 @@ def create_stack(self, context: RequestContext, request: CreateStackInput) -> Cr
         template_body = api_utils.extract_template_body(request)
         structured_template = template_preparer.parse_template(template_body)
 
+        if len(template_body) > 51200:
+            raise ValidationError(
+                f"1 validation error detected: Value '{template_body}' at 'templateBody' "
+                "failed to satisfy constraint: Member must have length less than or equal to 51200"
+            )
+
         if "CAPABILITY_AUTO_EXPAND" not in request.get("Capabilities", []) and (
             "Transform" in structured_template.keys() or "Fn::Transform" in template_body
         ):
@@ -727,6 +749,8 @@ def create_stack(self, context: RequestContext, request: CreateStackInput) -> Cr
             after_parameters=after_parameters,
             previous_update_model=None,
         )
+        if change_set.status == ChangeSetStatus.FAILED:
+            return CreateStackOutput(StackId=stack.stack_id)
 
         # deployment process
         stack.set_stack_status(StackStatus.CREATE_IN_PROGRESS)
@@ -742,6 +766,7 @@ def _run(*args):
                 # which was just deployed
                 stack.template = change_set.template
                 stack.template_body = change_set.template_body
+                stack.processed_template = change_set.processed_template
                 stack.resolved_parameters = change_set.resolved_parameters
                 stack.resolved_exports = {}
                 for output in result.outputs:
diff --git a/tests/aws/services/cloudformation/api/test_transformers.py b/tests/aws/services/cloudformation/api/test_transformers.py
index 3198f1e28cce0..201a29e7410bb 100644
--- a/tests/aws/services/cloudformation/api/test_transformers.py
+++ b/tests/aws/services/cloudformation/api/test_transformers.py
@@ -14,7 +14,6 @@
 from localstack.utils.strings import short_uid, to_bytes
 
 
-@skip_if_v2_provider("Transform")
 @markers.aws.validated
 @markers.snapshot.skip_snapshot_verify(paths=["$..tags"])
 def test_duplicate_resources(deploy_cfn_template, s3_bucket, snapshot, aws_client):
diff --git a/tests/aws/services/cloudformation/test_change_set_fn_transform.py b/tests/aws/services/cloudformation/test_change_set_fn_transform.py
index 60a0387b436b5..d4bcee3a2dfa8 100644
--- a/tests/aws/services/cloudformation/test_change_set_fn_transform.py
+++ b/tests/aws/services/cloudformation/test_change_set_fn_transform.py
@@ -2,13 +2,14 @@
 
 import pytest
 from localstack_snapshot.snapshots.transformer import RegexTransformer
+from tests.aws.services.cloudformation.conftest import skip_if_v1_provider
 
 from localstack.aws.api.lambda_ import Runtime
 from localstack.testing.pytest import markers
 from localstack.utils.strings import short_uid
 
 
-@pytest.mark.skip(reason="Not implemented with either provider")
+@skip_if_v1_provider("change sets")
 @markers.snapshot.skip_snapshot_verify(
     paths=[
         "per-resource-events..*",
@@ -38,7 +39,7 @@ def _inner(macro_name, code_path):
 
             deploy_cfn_template(
                 template_path=os.path.join(
-                    os.path.dirname(__file__), "../../../templates/macro_resource.yml"
+                    os.path.dirname(__file__), "../../templates/macro_resource.yml"
                 ),
                 parameters={"FunctionName": func_name, "MacroName": macro_name},
             )
@@ -207,7 +208,7 @@ def test_global_macro_fn_transform(
         snapshot.add_transformer(RegexTransformer(name1, "name-1"))
 
         macro_function_path = os.path.join(
-            os.path.dirname(__file__), "../../../templates/macros/replace_string.py"
+            os.path.dirname(__file__), "../../templates/macros/replace_string.py"
         )
         macro_name = "Substitution"
         create_macro(macro_name, macro_function_path)
@@ -244,7 +245,7 @@ def test_embedded_macro_fn_transform(
         snapshot.add_transformer(RegexTransformer(name1, "name-1"))
 
         macro_function_path = os.path.join(
-            os.path.dirname(__file__), "../../../templates/macros/add_standard_tags.py"
+            os.path.dirname(__file__), "../../templates/macros/add_standard_tags.py"
         )
         macro_name = "AddTags"
         create_macro(macro_name, macro_function_path)
@@ -285,7 +286,7 @@ def test_embedded_macro_for_attribute_fn_transform(
         snapshot.add_transformer(snapshot.transform.key_value("Value", "value"))
 
         macro_function_path = os.path.join(
-            os.path.dirname(__file__), "../../../templates/macros/return_random_string.py"
+            os.path.dirname(__file__), "../../templates/macros/return_random_string.py"
         )
         macro_name = "GenerateRandom"
         create_macro(macro_name, macro_function_path)
@@ -332,7 +333,7 @@ def test_multiple_fn_transform_order(
         snapshot.add_transformer(snapshot.transform.key_value("Value", "value"))
 
         macro_function_path = os.path.join(
-            os.path.dirname(__file__), "../../../templates/macros/replace_string.py"
+            os.path.dirname(__file__), "../../templates/macros/replace_string.py"
         )
         macro_name = "ReplaceString"
         create_macro(macro_name, macro_function_path)
@@ -386,7 +387,7 @@ def test_conditional_transform(
         snapshot.add_transformer(snapshot.transform.key_value("Value", "value"))
 
         macro_function_path = os.path.join(
-            os.path.dirname(__file__), "../../../templates/macros/replace_string.py"
+            os.path.dirname(__file__), "../../templates/macros/replace_string.py"
         )
         macro_name = "ReplaceString"
         create_macro(macro_name, macro_function_path)
@@ -433,7 +434,7 @@ def test_macro_with_intrinsic_function(
         snapshot.add_transformer(snapshot.transform.key_value("Value", "value"))
 
         macro_function_path = os.path.join(
-            os.path.dirname(__file__), "../../../templates/macros/replace_string.py"
+            os.path.dirname(__file__), "../../templates/macros/replace_string.py"
         )
         macro_name = "ReplaceString"
         create_macro(macro_name, macro_function_path)
@@ -480,7 +481,7 @@ def test_remove_transform_in_update_change_set(
         snapshot.add_transformer(snapshot.transform.key_value("Value", "value"))
 
         macro_function_path = os.path.join(
-            os.path.dirname(__file__), "../../../templates/macros/return_random_string.py"
+            os.path.dirname(__file__), "../../templates/macros/return_random_string.py"
         )
         macro_name = "GenerateRandom"
         create_macro(macro_name, macro_function_path)
@@ -526,7 +527,7 @@ def test_update_parameter_transform_in_update_change_set(
         snapshot.add_transformer(snapshot.transform.key_value("Value", "value"))
 
         macro_function_path = os.path.join(
-            os.path.dirname(__file__), "../../../templates/macros/return_random_string.py"
+            os.path.dirname(__file__), "../../templates/macros/return_random_string.py"
         )
         macro_name = "GenerateRandom"
         create_macro(macro_name, macro_function_path)
diff --git a/tests/aws/services/cloudformation/test_change_set_fn_transform.snapshot.json b/tests/aws/services/cloudformation/test_change_set_fn_transform.snapshot.json
index 791db32c02450..6589a383c0fa6 100644
--- a/tests/aws/services/cloudformation/test_change_set_fn_transform.snapshot.json
+++ b/tests/aws/services/cloudformation/test_change_set_fn_transform.snapshot.json
@@ -1,5 +1,5 @@
 {
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_transform.py::TestChangeSetFnTransform::test_embedded_fn_transform_include[yml]": {
+  "tests/aws/services/cloudformation/test_change_set_fn_transform.py::TestChangeSetFnTransform::test_embedded_fn_transform_include[yml]": {
     "recorded-date": "03-06-2025, 21:29:28",
     "recorded-content": {
       "create-change-set-1": {
@@ -403,7 +403,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_transform.py::TestChangeSetFnTransform::test_embedded_fn_transform_include[json]": {
+  "tests/aws/services/cloudformation/test_change_set_fn_transform.py::TestChangeSetFnTransform::test_embedded_fn_transform_include[json]": {
     "recorded-date": "03-06-2025, 21:29:58",
     "recorded-content": {
       "create-change-set-1": {
@@ -867,7 +867,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_transform.py::TestChangeSetFnTransform::test_global_fn_transform_include[json]": {
+  "tests/aws/services/cloudformation/test_change_set_fn_transform.py::TestChangeSetFnTransform::test_global_fn_transform_include[json]": {
     "recorded-date": "03-06-2025, 21:30:48",
     "recorded-content": {
       "create-change-set-1": {
@@ -1206,7 +1206,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_transform.py::TestChangeSetFnTransform::test_global_fn_transform_include[yml]": {
+  "tests/aws/services/cloudformation/test_change_set_fn_transform.py::TestChangeSetFnTransform::test_global_fn_transform_include[yml]": {
     "recorded-date": "03-06-2025, 21:30:23",
     "recorded-content": {
       "create-change-set-1": {
@@ -1545,7 +1545,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_transform.py::TestChangeSetFnTransform::test_serverless_fn_transform": {
+  "tests/aws/services/cloudformation/test_change_set_fn_transform.py::TestChangeSetFnTransform::test_serverless_fn_transform": {
     "recorded-date": "03-06-2025, 21:32:10",
     "recorded-content": {
       "create-change-set-1": {
@@ -2567,7 +2567,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_transform.py::TestChangeSetFnTransform::test_global_macro_fn_transform": {
+  "tests/aws/services/cloudformation/test_change_set_fn_transform.py::TestChangeSetFnTransform::test_global_macro_fn_transform": {
     "recorded-date": "03-06-2025, 21:42:32",
     "recorded-content": {
       "create-change-set-1": {
@@ -3016,7 +3016,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_transform.py::TestChangeSetFnTransform::test_embedded_macro_fn_transform": {
+  "tests/aws/services/cloudformation/test_change_set_fn_transform.py::TestChangeSetFnTransform::test_embedded_macro_fn_transform": {
     "recorded-date": "03-06-2025, 21:51:11",
     "recorded-content": {
       "create-change-set-1": {
@@ -3451,7 +3451,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_transform.py::TestChangeSetFnTransform::test_embedded_macro_for_attribute_fn_transform": {
+  "tests/aws/services/cloudformation/test_change_set_fn_transform.py::TestChangeSetFnTransform::test_embedded_macro_for_attribute_fn_transform": {
     "recorded-date": "03-06-2025, 21:34:07",
     "recorded-content": {
       "create-change-set-1": {
@@ -3900,7 +3900,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_transform.py::TestChangeSetFnTransform::test_multiple_fn_transform_order": {
+  "tests/aws/services/cloudformation/test_change_set_fn_transform.py::TestChangeSetFnTransform::test_multiple_fn_transform_order": {
     "recorded-date": "03-06-2025, 21:34:52",
     "recorded-content": {
       "create-change-set-1": {
@@ -4325,7 +4325,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_transform.py::TestChangeSetFnTransform::test_conditional_transform": {
+  "tests/aws/services/cloudformation/test_change_set_fn_transform.py::TestChangeSetFnTransform::test_conditional_transform": {
     "recorded-date": "20-06-2025, 21:12:31",
     "recorded-content": {
       "create-change-set-1": {
@@ -4698,7 +4698,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_transform.py::TestChangeSetFnTransform::test_conditional_transform[true]": {
+  "tests/aws/services/cloudformation/test_change_set_fn_transform.py::TestChangeSetFnTransform::test_conditional_transform[true]": {
     "recorded-date": "20-06-2025, 21:15:45",
     "recorded-content": {
       "create-change-set-1": {
@@ -5071,7 +5071,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_transform.py::TestChangeSetFnTransform::test_conditional_transform[false]": {
+  "tests/aws/services/cloudformation/test_change_set_fn_transform.py::TestChangeSetFnTransform::test_conditional_transform[false]": {
     "recorded-date": "20-06-2025, 21:16:29",
     "recorded-content": {
       "create-change-set-1": {
@@ -5395,7 +5395,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_transform.py::TestChangeSetFnTransform::test_macro_with_intrinsic_function": {
+  "tests/aws/services/cloudformation/test_change_set_fn_transform.py::TestChangeSetFnTransform::test_macro_with_intrinsic_function": {
     "recorded-date": "20-06-2025, 22:19:25",
     "recorded-content": {
       "create-change-set-1": {
@@ -5744,7 +5744,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_transform.py::TestChangeSetFnTransform::test_remove_transform_in_update_change_set": {
+  "tests/aws/services/cloudformation/test_change_set_fn_transform.py::TestChangeSetFnTransform::test_remove_transform_in_update_change_set": {
     "recorded-date": "31-07-2025, 21:36:49",
     "recorded-content": {
       "create-change-set-1": {
@@ -6111,7 +6111,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/v2/test_change_set_fn_transform.py::TestChangeSetFnTransform::test_update_parameter_transform_in_update_change_set": {
+  "tests/aws/services/cloudformation/test_change_set_fn_transform.py::TestChangeSetFnTransform::test_update_parameter_transform_in_update_change_set": {
     "recorded-date": "31-07-2025, 21:38:55",
     "recorded-content": {
       "create-change-set-1": {
diff --git a/tests/aws/services/cloudformation/test_change_set_global_macros.py b/tests/aws/services/cloudformation/test_change_set_global_macros.py
index dd0085aadfa88..2339881dad53c 100644
--- a/tests/aws/services/cloudformation/test_change_set_global_macros.py
+++ b/tests/aws/services/cloudformation/test_change_set_global_macros.py
@@ -103,8 +103,15 @@ def test_update_after_macro_for_before_version_is_deleted(
         snapshot,
         deploy_cfn_template,
         create_lambda_function,
-        capture_update_process,
     ):
+        """
+        1. create the macro
+        2. deploy the first version of the template including the template
+        3. delete the first macro
+        4. create a second macro (same implementation)
+        5. update the stack adding a second SSM parameter
+        6. the deploy should work as the new macro is in place
+        """
         snapshot.add_transformer(
             JsonpathTransformer(
                 jsonpath="$..Outputs..OutputValue",
@@ -119,7 +126,7 @@ def test_update_after_macro_for_before_version_is_deleted(
 
         # Create the macro to be used in the first version of the template.
         macro_name_first = f"SubstitutionMacroFirst-{short_uid()}"
-        snapshot.add_transformer(RegexTransformer(macro_name_first, "macro-name-first"))
+        snapshot.add_transformer(RegexTransformer(macro_name_first, "<macro-name-first>"))
         func_name = f"test_lambda_{short_uid()}"
         create_lambda_function(
             func_name=func_name,
@@ -200,7 +207,7 @@ def test_update_after_macro_for_before_version_is_deleted(
 
         # Create the macro to be used in the second version of the template.
         macro_name_second = f"SubstitutionMacroSecond-{short_uid()}"
-        snapshot.add_transformer(RegexTransformer(macro_name_second, "macro-name-second"))
+        snapshot.add_transformer(RegexTransformer(macro_name_second, "<macro-name-second>"))
         func_name = f"test_lambda_{short_uid()}"
         create_lambda_function(
             func_name=func_name,
diff --git a/tests/aws/services/cloudformation/test_change_set_global_macros.snapshot.json b/tests/aws/services/cloudformation/test_change_set_global_macros.snapshot.json
index 7b5522ddbf3bc..62197b35cf0bc 100644
--- a/tests/aws/services/cloudformation/test_change_set_global_macros.snapshot.json
+++ b/tests/aws/services/cloudformation/test_change_set_global_macros.snapshot.json
@@ -339,7 +339,7 @@
     }
   },
   "tests/aws/services/cloudformation/test_change_set_global_macros.py::TestChangeSetGlobalMacros::test_update_after_macro_for_before_version_is_deleted": {
-    "recorded-date": "26-06-2025, 11:59:06",
+    "recorded-date": "14-08-2025, 14:14:38",
     "recorded-content": {
       "describe-change-set-1-prop-values": {
         "Capabilities": [],
diff --git a/tests/aws/services/cloudformation/test_change_set_global_macros.validation.json b/tests/aws/services/cloudformation/test_change_set_global_macros.validation.json
index df980f6434101..cede5d54fc10d 100644
--- a/tests/aws/services/cloudformation/test_change_set_global_macros.validation.json
+++ b/tests/aws/services/cloudformation/test_change_set_global_macros.validation.json
@@ -9,12 +9,12 @@
     }
   },
   "tests/aws/services/cloudformation/test_change_set_global_macros.py::TestChangeSetGlobalMacros::test_update_after_macro_for_before_version_is_deleted": {
-    "last_validated_date": "2025-06-26T11:59:07+00:00",
+    "last_validated_date": "2025-08-14T14:14:39+00:00",
     "durations_in_seconds": {
-      "setup": 11.46,
-      "call": 52.25,
-      "teardown": 1.78,
-      "total": 65.49
+      "setup": 12.3,
+      "call": 53.17,
+      "teardown": 1.98,
+      "total": 67.45
     }
   }
 }
diff --git a/tests/aws/services/cloudformation/test_template_engine.py b/tests/aws/services/cloudformation/test_template_engine.py
index 83cb90b640f76..b71d3f778fe5f 100644
--- a/tests/aws/services/cloudformation/test_template_engine.py
+++ b/tests/aws/services/cloudformation/test_template_engine.py
@@ -670,7 +670,6 @@ def test_macro_deployment(
         snapshot.match("stack_outputs", stack_with_macro.outputs)
         snapshot.match("stack_resource_descriptions", description)
 
-    @skip_if_v2_provider("Macros")
     @markers.aws.validated
     @markers.snapshot.skip_snapshot_verify(
         paths=[
@@ -731,9 +730,6 @@ def test_global_scope(
         snapshot.add_transformer(snapshot.transform.regex(new_value, "new-value"))
         snapshot.match("processed_template", processed_template)
 
-    @skip_if_v2_provider(
-        "Transform", reason="as resource property with missing Name and Parameters fields"
-    )
     @markers.aws.validated
     @pytest.mark.parametrize(
         "template_to_transform",
@@ -794,7 +790,6 @@ def test_snipped_scope(
         snapshot.match("original_template", original_template)
         snapshot.match("processed_template", processed_template)
 
-    @skip_if_v2_provider("Fn::Transform")
     @markers.aws.validated
     def test_attribute_uses_macro(self, deploy_cfn_template, create_lambda_function, aws_client):
         macro_function_path = os.path.join(
@@ -830,7 +825,7 @@ def test_attribute_uses_macro(self, deploy_cfn_template, create_lambda_function,
         assert "test-" in resulting_value
 
     @markers.aws.validated
-    @pytest.mark.skip(reason="Fn::Transform does not support array of transformations")
+    @skip_if_v1_provider("V1 is unable to resolve fn::transform with lists")
     def test_scope_order_and_parameters(
         self, deploy_cfn_template, create_lambda_function, snapshot, aws_client
     ):
@@ -871,7 +866,6 @@ def test_scope_order_and_parameters(
         )
         snapshot.match("processed_template", processed_template)
 
-    @skip_if_v2_provider("Transform")
     @markers.aws.validated
     @markers.snapshot.skip_snapshot_verify(
         paths=[
@@ -1002,7 +996,6 @@ def test_validate_lambda_internals(
             processed_template["TemplateBody"]["Resources"]["Parameter"]["Properties"]["Value"],
         )
 
-    @skip_if_v2_provider("Transform")
     @markers.aws.validated
     def test_to_validate_template_limit_for_macro(
         self, deploy_cfn_template, create_lambda_function, snapshot, aws_client
@@ -1055,7 +1048,6 @@ def test_to_validate_template_limit_for_macro(
         )
         snapshot.match("error_response", response)
 
-    @skip_if_v2_provider("Transform")
     @markers.aws.validated
     def test_error_pass_macro_as_reference(self, snapshot, aws_client):
         """
@@ -1077,7 +1069,6 @@ def test_error_pass_macro_as_reference(self, snapshot, aws_client):
             )
         snapshot.match("error", ex.value.response)
 
-    @skip_if_v2_provider("Transform")
     @markers.aws.validated
     def test_functions_and_references_during_transformation(
         self, deploy_cfn_template, create_lambda_function, snapshot, cleanups, aws_client
@@ -1128,7 +1119,6 @@ def test_functions_and_references_during_transformation(
             processed_template["TemplateBody"]["Resources"]["Parameter"]["Properties"]["Value"],
         )
 
-    @skip_if_v2_provider("Transform")
     @pytest.mark.parametrize(
         "macro_function",
         [
diff --git a/tests/aws/templates/macros/format_template.py b/tests/aws/templates/macros/format_template.py
index 8809fa228f456..2315928921984 100644
--- a/tests/aws/templates/macros/format_template.py
+++ b/tests/aws/templates/macros/format_template.py
@@ -1,3 +1,34 @@
+"""
+This macro takes the incoming fragment (i.e. the sibling nodes of the `Fn::Transform` call,
+and for every string it calls .format on the string with the arguments taken from the parameters.
+
+For example:
+
+Transform: ThisMacroName
+Properties:
+  Value:
+    Type: String
+Resources:
+  MyResource:
+    Type: AWS::SSM::Parameter
+    Properties:
+      Type: String
+      Value: "my value is {Value}"
+
+deployed with ParameterKey=Value,ParameterValue=test will result in the final template:
+
+Properties:
+  Value:
+    Type: String
+Resources:
+  MyResource:
+    Type: AWS::SSM::Parameter
+    Properties:
+      Type: String
+      Value: "my value is test"
+"""
+
+
 def handler(event, context):
     parameters = event["templateParameterValues"]
     fragment = walk(event["fragment"], parameters)

From 976f3a4d1f5494ad71b58a1488f79b8e83c20054 Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Fri, 15 Aug 2025 05:44:36 +0100
Subject: [PATCH 106/697] CFNV2: Unskip remaining Resolve tests (#12997)

---
 .../cloudformation/engine/transformers.py     |  7 +-
 .../engine/v2/change_set_model_preproc.py     |  2 +-
 .../services/cloudformation/v2/provider.py    | 79 ++++++++++++-------
 .../cloudformation/api/test_changesets.py     |  1 -
 .../iam/aws_iam_user/test_parity.py           |  1 -
 .../cloudformation/test_template_engine.py    |  3 -
 6 files changed, 56 insertions(+), 37 deletions(-)

diff --git a/localstack-core/localstack/services/cloudformation/engine/transformers.py b/localstack-core/localstack/services/cloudformation/engine/transformers.py
index a77665703c3f2..878288fa9b19b 100644
--- a/localstack-core/localstack/services/cloudformation/engine/transformers.py
+++ b/localstack-core/localstack/services/cloudformation/engine/transformers.py
@@ -257,10 +257,11 @@ def execute_macro(
     formatted_stack_parameters = {}
     for key, value in stack_parameters.items():
         # TODO: we want to support other types of parameters
-        if value.get("ParameterType") == "CommaDelimitedList":
-            formatted_stack_parameters[key] = value.get("ParameterValue").split(",")
+        parameter_value = value.get("ParameterValue")
+        if value.get("ParameterType") == "CommaDelimitedList" and isinstance(parameter_value, str):
+            formatted_stack_parameters[key] = parameter_value.split(",")
         else:
-            formatted_stack_parameters[key] = value.get("ParameterValue")
+            formatted_stack_parameters[key] = parameter_value
 
     transformation_id = f"{account_id}::{macro['Name']}"
     event = {
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
index 6507e9acf630a..10d392beb0633 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
@@ -924,7 +924,7 @@ def visit_node_parameter(self, node_parameter: NodeParameter) -> PreprocEntityDe
 
         def _resolve_parameter_type(value: str, type_: str) -> Any:
             match type_:
-                case "List<String>":
+                case "List<String>" | "CommaDelimitedList":
                     return [item.strip() for item in value.split(",")]
             return value
 
diff --git a/localstack-core/localstack/services/cloudformation/v2/provider.py b/localstack-core/localstack/services/cloudformation/v2/provider.py
index 3fb6b4cbc2ebd..49be3ca7d7cbf 100644
--- a/localstack-core/localstack/services/cloudformation/v2/provider.py
+++ b/localstack-core/localstack/services/cloudformation/v2/provider.py
@@ -1,6 +1,7 @@
 import copy
 import json
 import logging
+import re
 from collections import defaultdict
 from datetime import UTC, datetime
 
@@ -122,6 +123,10 @@
 
 LOG = logging.getLogger(__name__)
 
+SSM_PARAMETER_TYPE_RE = re.compile(
+    r"^AWS::SSM::Parameter::Value<(?P<listtype>List<)?(?P<innertype>[^>]+)>?>$"
+)
+
 
 def is_stack_arn(stack_name_or_id: str) -> bool:
     return ARN_STACK_REGEX.match(stack_name_or_id) is not None
@@ -224,16 +229,30 @@ def _resolve_parameters(
                 type_=parameter["Type"], given_value=given_value, default_value=default_value
             )
 
-            if parameter["Type"] == "AWS::SSM::Parameter::Value<String>":
-                # TODO: support other parameter types
-                try:
-                    resolved_parameter["resolved_value"] = resolve_ssm_parameter(
-                        account_id, region_name, given_value or default_value
-                    )
-                except Exception:
-                    raise ValidationError(
-                        f"Parameter {name} should either have input value or default value"
-                    )
+            # TODO: support other parameter types
+            if match := SSM_PARAMETER_TYPE_RE.match(parameter["Type"]):
+                inner_type = match.group("innertype")
+                is_list_type = match.group("listtype") is not None
+                if is_list_type or inner_type == "CommaDelimitedList":
+                    # list types
+                    try:
+                        resolved_value = resolve_ssm_parameter(
+                            account_id, region_name, given_value or default_value
+                        )
+                        resolved_parameter["resolved_value"] = resolved_value.split(",")
+                    except Exception:
+                        raise ValidationError(
+                            f"Parameter {name} should either have input value or default value"
+                        )
+                else:
+                    try:
+                        resolved_parameter["resolved_value"] = resolve_ssm_parameter(
+                            account_id, region_name, given_value or default_value
+                        )
+                    except Exception:
+                        raise ValidationError(
+                            f"Parameter {name} should either have input value or default value"
+                        )
             elif given_value is None and default_value is None:
                 invalid_parameters.append(name)
                 continue
@@ -609,11 +628,24 @@ def _describe_change_set(
             NotificationARNs=[],
         )
         if change_set.resolved_parameters:
-            result["Parameters"] = [
-                # TODO: add masking support.
-                Parameter(ParameterKey=key, ParameterValue=value)
-                for (key, value) in change_set.resolved_parameters.items()
-            ]
+            result["Parameters"] = self._render_resolved_parameters(change_set.resolved_parameters)
+        return result
+
+    @staticmethod
+    def _render_resolved_parameters(
+        resolved_parameters: dict[str, EngineParameter],
+    ) -> list[Parameter]:
+        result = []
+        for name, resolved_parameter in resolved_parameters.items():
+            parameter = Parameter(
+                ParameterKey=name,
+                ParameterValue=resolved_parameter.get("given_value")
+                or resolved_parameter.get("default_value"),
+            )
+            if resolved_value := resolved_parameter.get("resolved_value"):
+                parameter["ResolvedValue"] = resolved_value
+            result.append(parameter)
+
         return result
 
     @handler("DescribeChangeSet")
@@ -818,8 +850,7 @@ def describe_stacks(
 
         return DescribeStacksOutput(Stacks=describe_stack_output)
 
-    @staticmethod
-    def _describe_stack(stack: Stack) -> ApiStack:
+    def _describe_stack(self, stack: Stack) -> ApiStack:
         stack_description = ApiStack(
             Description=stack.description,
             CreationTime=stack.creation_time,
@@ -835,7 +866,6 @@ def _describe_stack(stack: Stack) -> ApiStack:
             RollbackConfiguration=RollbackConfiguration(),
             Tags=[],
             NotificationARNs=[],
-            # "Parameters": stack.resolved_parameters,
         )
         if stack.status != StackStatus.REVIEW_IN_PROGRESS:
             # TODO: actually track updated time
@@ -847,16 +877,9 @@ def _describe_stack(stack: Stack) -> ApiStack:
             stack_description["ChangeSetId"] = change_set_id
 
         if stack.resolved_parameters:
-            stack_description["Parameters"] = []
-            for name, resolved_parameter in stack.resolved_parameters.items():
-                parameter = Parameter(
-                    ParameterKey=name,
-                    ParameterValue=resolved_parameter.get("given_value")
-                    or resolved_parameter.get("default_value"),
-                )
-                if resolved_value := resolved_parameter.get("resolved_value"):
-                    parameter["ResolvedValue"] = resolved_value
-                stack_description["Parameters"].append(parameter)
+            stack_description["Parameters"] = self._render_resolved_parameters(
+                stack.resolved_parameters
+            )
 
         if stack.resolved_outputs:
             stack_description["Outputs"] = stack.resolved_outputs
diff --git a/tests/aws/services/cloudformation/api/test_changesets.py b/tests/aws/services/cloudformation/api/test_changesets.py
index fe63891182ef1..de45423f2e95b 100644
--- a/tests/aws/services/cloudformation/api/test_changesets.py
+++ b/tests/aws/services/cloudformation/api/test_changesets.py
@@ -386,7 +386,6 @@ def test_create_change_set_missing_stackname(aws_client):
         )
 
 
-@skip_if_v2_provider("Resolve")
 @markers.aws.validated
 def test_create_change_set_with_ssm_parameter(
     cleanup_changesets,
diff --git a/tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_parity.py b/tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_parity.py
index 64604ad2ef690..42f28cc87cd08 100644
--- a/tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_parity.py
+++ b/tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_parity.py
@@ -22,7 +22,6 @@ class TestParity:
         - Negative test: missing required properties
     """
 
-    @skip_if_v2_provider("Engine", reason="possible resource dependency issue")
     @markers.aws.validated
     @markers.snapshot.skip_snapshot_verify(
         paths=["$..IsTruncated"]
diff --git a/tests/aws/services/cloudformation/test_template_engine.py b/tests/aws/services/cloudformation/test_template_engine.py
index b71d3f778fe5f..b571f784f55ec 100644
--- a/tests/aws/services/cloudformation/test_template_engine.py
+++ b/tests/aws/services/cloudformation/test_template_engine.py
@@ -350,7 +350,6 @@ def test_create_stack_with_ssm_parameters(
         )
 
     @markers.aws.validated
-    @skip_if_v2_provider("Resolve")
     def test_resolve_ssm(self, create_parameter, deploy_cfn_template):
         parameter_key = f"param-key-{short_uid()}"
         parameter_value = f"param-value-{short_uid()}"
@@ -393,7 +392,6 @@ def test_resolve_ssm_with_version(self, create_parameter, deploy_cfn_template, a
         topic_name = result.outputs["TopicName"]
         assert topic_name == parameter_value_v1
 
-    @skip_if_v2_provider("Resolve")
     @markers.aws.needs_fixing
     def test_resolve_ssm_secure(self, create_parameter, deploy_cfn_template):
         parameter_key = f"param-key-{short_uid()}"
@@ -471,7 +469,6 @@ def test_ssm_nested_with_nested_stack(self, s3_create_bucket, deploy_cfn_templat
 
         assert ssm_parameter == key_value
 
-    @skip_if_v2_provider("Resolve", reason="stringlist type not supported yet")
     @markers.aws.validated
     def test_create_change_set_with_ssm_parameter_list(
         self, deploy_cfn_template, aws_client, region_name, account_id, snapshot

From f38b38b636ead3a6df9b4f27534442111a44f2b4 Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Fri, 15 Aug 2025 05:45:12 +0100
Subject: [PATCH 107/697] CFNV2: handle AWS::NoValue (#13000)

---
 .../engine/v2/change_set_model.py             |  4 +++
 .../engine/v2/change_set_model_preproc.py     |  3 +++
 .../cloudformation/engine/test_references.py  | 25 +++++++++++++++++++
 .../engine/test_references.validation.json    | 18 +++++++++++++
 .../resource_providers/iam/test_iam.py        |  2 --
 tests/aws/templates/aws_novalue.yml           | 22 ++++++++++++++++
 6 files changed, 72 insertions(+), 2 deletions(-)
 create mode 100644 tests/aws/templates/aws_novalue.yml

diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py
index d06cad7a418f6..06bfb47605e7c 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py
@@ -660,6 +660,10 @@ def _visit_intrinsic_function(
         arguments = self._visit_value(
             scope=arguments_scope, before_value=before_arguments, after_value=after_arguments
         )
+
+        if intrinsic_function == "Ref" and arguments.value == "AWS::NoValue":
+            arguments.value = Nothing
+
         if is_created(before=before_arguments, after=after_arguments):
             change_type = ChangeType.CREATED
         elif is_removed(before=before_arguments, after=after_arguments):
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
index 10d392beb0633..17e6a99fda47f 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
@@ -965,6 +965,9 @@ def visit_node_intrinsic_function_ref(
         self, node_intrinsic_function: NodeIntrinsicFunction
     ) -> PreprocEntityDelta:
         def _compute_fn_ref(logical_id: str) -> PreprocEntityDelta:
+            if logical_id == "AWS::NoValue":
+                return Nothing
+
             reference_delta: PreprocEntityDelta = self._resolve_reference(logical_id=logical_id)
             if isinstance(before := reference_delta.before, PreprocResource):
                 reference_delta.before = before.physical_resource_id
diff --git a/tests/aws/services/cloudformation/engine/test_references.py b/tests/aws/services/cloudformation/engine/test_references.py
index ced32e1e92a27..7eaf0db5254f4 100644
--- a/tests/aws/services/cloudformation/engine/test_references.py
+++ b/tests/aws/services/cloudformation/engine/test_references.py
@@ -122,3 +122,28 @@ def test_resolve_transitive_placeholders_in_strings(deploy_cfn_template, aws_cli
         snapshot.transform.regex(r"/cdk-bootstrap/(\w+)/", "/cdk-bootstrap/.../")
     )
     snapshot.match("tags", tags)
+
+
+@markers.aws.validated
+@pytest.mark.parametrize("parameter_value", ["yes", "no"])
+def test_aws_novalue(deploy_cfn_template, parameter_value):
+    """
+    Test that AWS::NoValue is correctly executed in the CFn engine
+    """
+    fallback_bucket_name = f"my-bucket-{short_uid()}"
+    stack = deploy_cfn_template(
+        template_path=os.path.join(os.path.dirname(__file__), "../../../templates/aws_novalue.yml"),
+        parameters={
+            "SetBucketName": parameter_value,
+            "FallbackBucketName": fallback_bucket_name,
+        },
+    )
+    outputs = stack.outputs
+
+    match parameter_value:
+        case "yes":
+            assert outputs["BucketName"] == fallback_bucket_name
+        case "no":
+            assert outputs["BucketName"] != fallback_bucket_name
+        case other:
+            pytest.fail(f"Test setup error, unexpected parameter value: {other}")
diff --git a/tests/aws/services/cloudformation/engine/test_references.validation.json b/tests/aws/services/cloudformation/engine/test_references.validation.json
index 40ae38a56d1f9..a244e45674c07 100644
--- a/tests/aws/services/cloudformation/engine/test_references.validation.json
+++ b/tests/aws/services/cloudformation/engine/test_references.validation.json
@@ -8,6 +8,24 @@
   "tests/aws/services/cloudformation/engine/test_references.py::TestFnSub::test_non_string_parameter_in_sub": {
     "last_validated_date": "2024-10-17T22:49:56+00:00"
   },
+  "tests/aws/services/cloudformation/engine/test_references.py::test_aws_novalue[no]": {
+    "last_validated_date": "2025-08-12T21:47:08+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 22.44,
+      "teardown": 4.36,
+      "total": 26.8
+    }
+  },
+  "tests/aws/services/cloudformation/engine/test_references.py::test_aws_novalue[yes]": {
+    "last_validated_date": "2025-08-12T21:46:41+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 23.36,
+      "teardown": 4.36,
+      "total": 27.72
+    }
+  },
   "tests/aws/services/cloudformation/engine/test_references.py::test_resolve_transitive_placeholders_in_strings": {
     "last_validated_date": "2024-06-18T19:55:48+00:00"
   },
diff --git a/tests/aws/services/cloudformation/resource_providers/iam/test_iam.py b/tests/aws/services/cloudformation/resource_providers/iam/test_iam.py
index 96b7a5c333c1b..9edac28396e11 100644
--- a/tests/aws/services/cloudformation/resource_providers/iam/test_iam.py
+++ b/tests/aws/services/cloudformation/resource_providers/iam/test_iam.py
@@ -2,7 +2,6 @@
 import os
 
 import pytest
-from tests.aws.services.cloudformation.conftest import skip_if_v2_provider
 
 from localstack.services.iam.provider import SERVICE_LINKED_ROLE_PATH_PREFIX
 from localstack.testing.pytest import markers
@@ -202,7 +201,6 @@ def test_update_inline_policy(deploy_cfn_template, snapshot, aws_client):
     snapshot.match("role_updated_inline_policy", role_updated_inline_policy_resource)
 
 
-@skip_if_v2_provider("Engine", reason="Ref: AWS::NoValue")
 @markers.aws.validated
 @markers.snapshot.skip_snapshot_verify(
     paths=[
diff --git a/tests/aws/templates/aws_novalue.yml b/tests/aws/templates/aws_novalue.yml
new file mode 100644
index 0000000000000..42d99e4f9ae2a
--- /dev/null
+++ b/tests/aws/templates/aws_novalue.yml
@@ -0,0 +1,22 @@
+Parameters:
+  SetBucketName:
+    Type: String
+  FallbackBucketName:
+    Type: String
+Conditions:
+  ShouldSetBucketName:
+    Fn::Equals:
+      - "yes"
+      - !Ref SetBucketName
+Resources:
+  MyBucket:
+    Type: AWS::S3::Bucket
+    Properties:
+      BucketName:
+        Fn::If:
+          - ShouldSetBucketName
+          - !Ref FallbackBucketName
+          - !Ref AWS::NoValue
+Outputs:
+  BucketName:
+    Value: !Ref MyBucket

From 14bb6741ccd61025c81ec6032128d5119fdd3a2e Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Mon, 18 Aug 2025 10:13:09 +0200
Subject: [PATCH 108/697] [Testing] Update test durations (#13014)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
---
 .test_durations | 9921 ++++++++++++++++++++++++-----------------------
 1 file changed, 4963 insertions(+), 4958 deletions(-)

diff --git a/.test_durations b/.test_durations
index d42c9e4098ada..69dd0cfa29982 100644
--- a/.test_durations
+++ b/.test_durations
@@ -1,4960 +1,4965 @@
 {
-  "tests/aws/scenario/bookstore/test_bookstore.py::TestBookstoreApplication::test_lambda_dynamodb": 1.9956983250000349,
-  "tests/aws/scenario/bookstore/test_bookstore.py::TestBookstoreApplication::test_opensearch_crud": 3.410615108000002,
-  "tests/aws/scenario/bookstore/test_bookstore.py::TestBookstoreApplication::test_search_books": 62.90618743699997,
-  "tests/aws/scenario/bookstore/test_bookstore.py::TestBookstoreApplication::test_setup": 94.196222235,
-  "tests/aws/scenario/kinesis_firehose/test_kinesis_firehose.py::TestKinesisFirehoseScenario::test_kinesis_firehose_s3": 0.003267081999979382,
-  "tests/aws/scenario/lambda_destination/test_lambda_destination_scenario.py::TestLambdaDestinationScenario::test_destination_sns": 5.590200782000068,
-  "tests/aws/scenario/lambda_destination/test_lambda_destination_scenario.py::TestLambdaDestinationScenario::test_infra": 13.268183396999916,
-  "tests/aws/scenario/loan_broker/test_loan_broker.py::TestLoanBrokerScenario::test_prefill_dynamodb_table": 24.737072572000045,
-  "tests/aws/scenario/loan_broker/test_loan_broker.py::TestLoanBrokerScenario::test_stepfunctions_input_recipient_list[step_function_input0-SUCCEEDED]": 3.9390597010000192,
-  "tests/aws/scenario/loan_broker/test_loan_broker.py::TestLoanBrokerScenario::test_stepfunctions_input_recipient_list[step_function_input1-SUCCEEDED]": 2.8722224079999705,
-  "tests/aws/scenario/loan_broker/test_loan_broker.py::TestLoanBrokerScenario::test_stepfunctions_input_recipient_list[step_function_input2-FAILED]": 0.894955308999954,
-  "tests/aws/scenario/loan_broker/test_loan_broker.py::TestLoanBrokerScenario::test_stepfunctions_input_recipient_list[step_function_input3-FAILED]": 0.6881113030000279,
-  "tests/aws/scenario/loan_broker/test_loan_broker.py::TestLoanBrokerScenario::test_stepfunctions_input_recipient_list[step_function_input4-FAILED]": 0.5062714590000041,
-  "tests/aws/scenario/mythical_mysfits/test_mythical_misfits.py::TestMythicalMisfitsScenario::test_deployed_infra_state": 0.002605218999974568,
-  "tests/aws/scenario/mythical_mysfits/test_mythical_misfits.py::TestMythicalMisfitsScenario::test_populate_data": 0.001752393000003849,
-  "tests/aws/scenario/mythical_mysfits/test_mythical_misfits.py::TestMythicalMisfitsScenario::test_user_clicks_are_stored": 0.0016772440000067945,
-  "tests/aws/scenario/note_taking/test_note_taking.py::TestNoteTakingScenario::test_notes_rest_api": 4.61587242600001,
-  "tests/aws/scenario/note_taking/test_note_taking.py::TestNoteTakingScenario::test_validate_infra_setup": 33.19675369400005,
-  "tests/aws/services/acm/test_acm.py::TestACM::test_boto_wait_for_certificate_validation": 1.1480961059999686,
-  "tests/aws/services/acm/test_acm.py::TestACM::test_certificate_for_subdomain_wildcard": 2.2637205599999675,
-  "tests/aws/services/acm/test_acm.py::TestACM::test_create_certificate_for_multiple_alternative_domains": 11.170948420999935,
-  "tests/aws/services/acm/test_acm.py::TestACM::test_domain_validation": 0.2811100949999741,
-  "tests/aws/services/acm/test_acm.py::TestACM::test_import_certificate": 0.9551102710000237,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiAuthorizer::test_authorizer_crud_no_api": 0.03310264200001711,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiDocumentationPart::test_doc_parts_crud_no_api": 0.03429111100001592,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiDocumentationPart::test_documentation_part_lifecycle": 0.07339201099995307,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiDocumentationPart::test_import_documentation_parts": 0.12221583699999883,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiDocumentationPart::test_invalid_create_documentation_part_operations": 0.03914029800006347,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiDocumentationPart::test_invalid_delete_documentation_part": 0.05047684400005892,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiDocumentationPart::test_invalid_get_documentation_part": 0.048526192999986506,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiDocumentationPart::test_invalid_get_documentation_parts": 0.01635896300007289,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiDocumentationPart::test_invalid_update_documentation_part": 0.05640672699996685,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiMethod::test_method_lifecycle": 0.08129479299998366,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiMethod::test_method_request_parameters": 0.05393583400001489,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiMethod::test_put_method_model": 0.2795849399999497,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiMethod::test_put_method_validation": 0.07090292199995929,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiMethod::test_update_method": 0.07368372899998121,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiMethod::test_update_method_validation": 0.13818156000007775,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiModels::test_model_lifecycle": 0.0751132460000008,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiModels::test_model_validation": 0.10556115200006388,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiModels::test_update_model": 0.07314776200001916,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiRequestValidator::test_create_request_validator_invalid_api_id": 0.016230218000032437,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiRequestValidator::test_invalid_delete_request_validator": 0.044561748000035095,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiRequestValidator::test_invalid_get_request_validator": 0.04549244400004682,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiRequestValidator::test_invalid_get_request_validators": 0.015654697000002216,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiRequestValidator::test_invalid_update_request_validator_operations": 0.06543760299990709,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiRequestValidator::test_request_validator_lifecycle": 0.09280407199997853,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiRequestValidator::test_validators_crud_no_api": 0.0344503320000058,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiResource::test_create_proxy_resource": 0.11954311300002018,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiResource::test_create_proxy_resource_validation": 0.08098572400001558,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiResource::test_create_resource_parent_invalid": 0.03206637800002454,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiResource::test_delete_resource": 0.06822329500005253,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiResource::test_resource_lifecycle": 0.10751375199998847,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiResource::test_update_resource_behaviour": 0.14247842299994318,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiRestApi::test_create_rest_api_private_type": 0.03133093999997527,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiRestApi::test_create_rest_api_verify_defaults": 0.0826050780000287,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiRestApi::test_create_rest_api_with_binary_media_types": 0.0253230080000435,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiRestApi::test_create_rest_api_with_endpoint_configuration": 0.10293876500003307,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiRestApi::test_create_rest_api_with_optional_params": 0.07566423599996597,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiRestApi::test_create_rest_api_with_tags": 0.044168968999940716,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiRestApi::test_get_api_case_insensitive": 0.0018951779999838436,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiRestApi::test_list_and_delete_apis": 0.08739353700002539,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiRestApi::test_update_rest_api_behaviour": 0.05588219100002334,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiRestApi::test_update_rest_api_compression": 0.09430439800001977,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiRestApi::test_update_rest_api_concatenation_of_errors": 0.0018276529999639024,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiRestApi::test_update_rest_api_invalid_api_id": 0.015029675999983283,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiRestApi::test_update_rest_api_ip_address_type": 0.0774560000000406,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiRestApi::test_update_rest_api_operation_add_remove": 0.052793926999925134,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayGatewayResponse::test_gateway_response_crud": 0.09921318499999643,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayGatewayResponse::test_gateway_response_put": 0.09740967599998385,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayGatewayResponse::test_gateway_response_validation": 0.1005391929999746,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayGatewayResponse::test_update_gateway_response": 0.12282829699995546,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_integration_response_invalid_integration": 0.038563282000041,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_integration_response_invalid_responsetemplates": 0.0018162520000259974,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_integration_response_invalid_statuscode": 0.03856827800007068,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_integration_response_wrong_api": 0.023568298000043342,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_integration_response_wrong_method": 0.03877665999993951,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_integration_response_wrong_resource": 0.037721541000053094,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_integration_response_wrong_status_code": 0.054336669999997866,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_lifecycle_integration_response": 0.10303518300003134,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_lifecycle_method_response": 0.13241593599991575,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_put_integration_request_parameter_bool_type": 0.0018805020000058903,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_put_integration_response_validation": 0.0733034350000139,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_put_integration_wrong_type": 0.04383381600001712,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_update_method_lack_response_parameters_and_models": 0.08486683399996764,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_update_method_response": 0.09000289100009695,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_update_method_response_negative_tests": 0.10243967099995643,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_update_method_response_wrong_operations": 0.09888773099999071,
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+  "tests/integration/docker_utils/test_docker.py::TestRunWithAdditionalArgs::test_run_with_additional_arguments_add_host[SdkDockerClient]": 0.18765691200042056,
+  "tests/integration/docker_utils/test_docker.py::TestRunWithAdditionalArgs::test_run_with_additional_arguments_env_files[CmdDockerClient]": 0.0019245569997110579,
+  "tests/integration/docker_utils/test_docker.py::TestRunWithAdditionalArgs::test_run_with_additional_arguments_env_files[SdkDockerClient]": 0.7632304309995561,
+  "tests/integration/docker_utils/test_docker.py::TestRunWithAdditionalArgs::test_run_with_additional_arguments_random_port[CmdDockerClient]": 0.0018698629996833915,
+  "tests/integration/docker_utils/test_docker.py::TestRunWithAdditionalArgs::test_run_with_additional_arguments_random_port[SdkDockerClient]": 0.34090478899997834,
+  "tests/integration/docker_utils/test_docker.py::TestRunWithAdditionalArgs::test_run_with_ulimit[CmdDockerClient]": 0.009831912999743508,
+  "tests/integration/docker_utils/test_docker.py::TestRunWithAdditionalArgs::test_run_with_ulimit[SdkDockerClient]": 0.18718032600008883,
+  "tests/integration/services/test_internal.py::TestHealthResource::test_get": 0.019905360999928234,
+  "tests/integration/services/test_internal.py::TestHealthResource::test_head": 0.016405571999712265,
+  "tests/integration/services/test_internal.py::TestInfoEndpoint::test_get": 0.049494383999444835,
+  "tests/integration/services/test_internal.py::TestInitScriptsResource::test_query_individual_stage_completed[boot-True]": 0.022018618999481987,
+  "tests/integration/services/test_internal.py::TestInitScriptsResource::test_query_individual_stage_completed[ready-True]": 0.02073550500017518,
+  "tests/integration/services/test_internal.py::TestInitScriptsResource::test_query_individual_stage_completed[shutdown-False]": 0.02166762299975744,
+  "tests/integration/services/test_internal.py::TestInitScriptsResource::test_query_individual_stage_completed[start-True]": 0.02928040700044221,
+  "tests/integration/services/test_internal.py::TestInitScriptsResource::test_query_nonexisting_stage": 0.020234088000506745,
+  "tests/integration/services/test_internal.py::TestInitScriptsResource::test_stages_have_completed": 1.5903388139995513,
+  "tests/integration/test_config_endpoint.py::test_config_endpoint": 0.05446182100013175,
+  "tests/integration/test_config_service.py::TestConfigService::test_put_configuration_recorder": 0.20875276299966572,
+  "tests/integration/test_config_service.py::TestConfigService::test_put_delivery_channel": 0.19798991699963153,
+  "tests/integration/test_forwarder.py::test_forwarding_fallback_dispatcher": 0.00754693099997894,
+  "tests/integration/test_forwarder.py::test_forwarding_fallback_dispatcher_avoid_fallback": 0.005030765999890718,
+  "tests/integration/test_security.py::TestCSRF::test_CSRF": 0.10023738600057186,
+  "tests/integration/test_security.py::TestCSRF::test_additional_allowed_origins": 0.018557644999873446,
+  "tests/integration/test_security.py::TestCSRF::test_cors_apigw_not_applied": 0.05004519700014498,
+  "tests/integration/test_security.py::TestCSRF::test_cors_s3_override": 0.09253967800032115,
+  "tests/integration/test_security.py::TestCSRF::test_default_cors_headers": 0.016317177000473748,
+  "tests/integration/test_security.py::TestCSRF::test_disable_cors_checks": 0.018657950000033452,
+  "tests/integration/test_security.py::TestCSRF::test_disable_cors_headers": 0.024026763000165374,
+  "tests/integration/test_security.py::TestCSRF::test_internal_route_cors_headers[/_localstack/health]": 0.01273222799954965,
+  "tests/integration/test_security.py::TestCSRF::test_no_cors_without_origin_header": 0.011544683000010991,
+  "tests/integration/test_stores.py::test_nonstandard_regions": 0.22690620100047454,
+  "tests/integration/utils/test_diagnose.py::test_diagnose_resource": 0.39809917899992797
 }

From f5935d4f4df10ca463f27bbddf84989a245a3b49 Mon Sep 17 00:00:00 2001
From: Erudit Morina <83708693+eruditmorina@users.noreply.github.com>
Date: Mon, 18 Aug 2025 11:01:01 +0200
Subject: [PATCH 109/697] introduce `get-release-version` in docker helper
 (#13006)

---
 bin/docker-helper.sh              | 15 +++++++++++++--
 tests/bin/test.docker-helper.bats | 16 ++++++++++++++++
 2 files changed, 29 insertions(+), 2 deletions(-)

diff --git a/bin/docker-helper.sh b/bin/docker-helper.sh
index b5eaa1d025968..32f123af3fa54 100755
--- a/bin/docker-helper.sh
+++ b/bin/docker-helper.sh
@@ -31,6 +31,9 @@ function usage() {
     echo "  push-manifests"
     echo "      Create and push the multi-arch Docker manifests for already pushed platform-specific images"
     echo ""
+    echo "  get-release-version"
+    echo "      Output the current release version if HEAD is at a release tag"
+    echo ""
     echo "  help"
     echo "      Show this message"
 }
@@ -51,8 +54,7 @@ function _fail {
 function _get_current_version() {
     # check if setuptools_scm is installed, if not prompt to install. python3 is expected to be present
     if ! python3 -m pip -qqq show setuptools_scm > /dev/null ; then
-      echo "ERROR: setuptools_scm is not installed. Run 'pip install --upgrade setuptools setuptools_scm'" >&2
-      exit 1
+      _fail "ERROR: setuptools_scm is not installed. Run 'pip install --upgrade setuptools setuptools_scm'"
     fi
     python3 -m setuptools_scm
 }
@@ -288,6 +290,14 @@ function cmd-push-manifests() {
     fi
 }
 
+function cmd-get-release-version() {
+    if _is_release_commit; then
+        _get_current_version
+    else
+        _fail "Not a release commit."
+    fi
+}
+
 
 
 ##############
@@ -307,6 +317,7 @@ function main() {
         "load")                cmd-load "$@" ;;
         "push")                cmd-push "$@" ;;
         "push-manifests")      cmd-push-manifests "$@" ;;
+        "get-release-version") cmd-get-release-version "$@" ;;
         "help")                usage && exit 0 ;;
         *)                     usage && exit 1 ;;
     esac
diff --git a/tests/bin/test.docker-helper.bats b/tests/bin/test.docker-helper.bats
index a01adc73d0f99..071dc97c536b2 100755
--- a/tests/bin/test.docker-helper.bats
+++ b/tests/bin/test.docker-helper.bats
@@ -304,3 +304,19 @@ setup_file() {
   [ "$status" -eq 1 ]
   [[ "$output" =~ "ERROR" ]]
 }
+
+# get-release-version
+
+@test "get-release-version returns version for a release commit" {
+  export TEST_SPECIFIC_VERSION="4.0.0"
+  run bin/docker-helper.sh get-release-version
+  [ "$status" -eq 0 ]
+  [[ "$output" == "4.0.0" ]]
+}
+
+@test "get-release-version throws error for non-release commits" {
+  export TEST_SPECIFIC_VERSION="4.0.0.dev123"
+  run bin/docker-helper.sh get-release-version
+  [ "$status" -eq 1 ]
+  [[ "$output" == "Not a release commit." ]]
+}

From 13b10553a51de77bebf31bac4a88cab1e8249b74 Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Mon, 18 Aug 2025 11:43:48 +0200
Subject: [PATCH 110/697] Update ASF APIs (#13015)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
Co-authored-by: Giovanni Grano <me@giograno.com>
Co-authored-by: Alexander Rashed <alexander.rashed@localstack.cloud>
---
 .../localstack/aws/api/dynamodb/__init__.py   | 30 ++++++++
 .../localstack/aws/api/ec2/__init__.py        | 73 +++++++++++++++++--
 .../localstack/aws/api/transcribe/__init__.py | 17 +++++
 pyproject.toml                                |  6 +-
 requirements-base-runtime.txt                 |  4 +-
 requirements-dev.txt                          |  6 +-
 requirements-runtime.txt                      |  6 +-
 requirements-test.txt                         |  6 +-
 requirements-typehint.txt                     |  6 +-
 9 files changed, 131 insertions(+), 23 deletions(-)

diff --git a/localstack-core/localstack/aws/api/dynamodb/__init__.py b/localstack-core/localstack/aws/api/dynamodb/__init__.py
index abb79fbbad4b9..bc0d95548fc9f 100644
--- a/localstack-core/localstack/aws/api/dynamodb/__init__.py
+++ b/localstack-core/localstack/aws/api/dynamodb/__init__.py
@@ -8,6 +8,7 @@
 AttributeName = str
 AutoScalingPolicyName = str
 AutoScalingRoleArn = str
+AvailabilityErrorMessage = str
 Backfilling = bool
 BackupArn = str
 BackupName = str
@@ -61,10 +62,12 @@
 PolicyRevisionId = str
 PositiveIntegerObject = int
 ProjectionExpression = str
+Reason = str
 RecoveryPeriodInDays = int
 RegionName = str
 ReplicaStatusDescription = str
 ReplicaStatusPercentProgress = str
+Resource = str
 ResourceArnString = str
 ResourcePolicy = str
 RestoreInProgress = bool
@@ -169,6 +172,11 @@ class ContributorInsightsAction(StrEnum):
     DISABLE = "DISABLE"
 
 
+class ContributorInsightsMode(StrEnum):
+    ACCESSED_AND_THROTTLED_KEYS = "ACCESSED_AND_THROTTLED_KEYS"
+    THROTTLED_KEYS = "THROTTLED_KEYS"
+
+
 class ContributorInsightsStatus(StrEnum):
     ENABLING = "ENABLING"
     ENABLED = "ENABLED"
@@ -509,10 +517,19 @@ class PolicyNotFoundException(ServiceException):
     status_code: int = 400
 
 
+class ThrottlingReason(TypedDict, total=False):
+    reason: Optional[Reason]
+    resource: Optional[Resource]
+
+
+ThrottlingReasonList = List[ThrottlingReason]
+
+
 class ProvisionedThroughputExceededException(ServiceException):
     code: str = "ProvisionedThroughputExceededException"
     sender_fault: bool = False
     status_code: int = 400
+    ThrottlingReasons: Optional[ThrottlingReasonList]
 
 
 class ReplicaAlreadyExistsException(ServiceException):
@@ -537,6 +554,7 @@ class RequestLimitExceeded(ServiceException):
     code: str = "RequestLimitExceeded"
     sender_fault: bool = False
     status_code: int = 400
+    ThrottlingReasons: Optional[ThrottlingReasonList]
 
 
 class ResourceInUseException(ServiceException):
@@ -569,6 +587,13 @@ class TableNotFoundException(ServiceException):
     status_code: int = 400
 
 
+class ThrottlingException(ServiceException):
+    code: str = "ThrottlingException"
+    sender_fault: bool = False
+    status_code: int = 400
+    throttlingReasons: Optional[ThrottlingReasonList]
+
+
 class CancellationReason(TypedDict, total=False):
     Item: Optional[AttributeMap]
     Code: Optional[Code]
@@ -981,6 +1006,7 @@ class ContributorInsightsSummary(TypedDict, total=False):
     TableName: Optional[TableName]
     IndexName: Optional[IndexName]
     ContributorInsightsStatus: Optional[ContributorInsightsStatus]
+    ContributorInsightsMode: Optional[ContributorInsightsMode]
 
 
 ContributorInsightsSummaries = List[ContributorInsightsSummary]
@@ -1375,6 +1401,7 @@ class DescribeContributorInsightsOutput(TypedDict, total=False):
     ContributorInsightsStatus: Optional[ContributorInsightsStatus]
     LastUpdateDateTime: Optional[LastUpdateDateTime]
     FailureException: Optional[FailureException]
+    ContributorInsightsMode: Optional[ContributorInsightsMode]
 
 
 class DescribeEndpointsRequest(ServiceRequest):
@@ -2200,12 +2227,14 @@ class UpdateContributorInsightsInput(ServiceRequest):
     TableName: TableArn
     IndexName: Optional[IndexName]
     ContributorInsightsAction: ContributorInsightsAction
+    ContributorInsightsMode: Optional[ContributorInsightsMode]
 
 
 class UpdateContributorInsightsOutput(TypedDict, total=False):
     TableName: Optional[TableName]
     IndexName: Optional[IndexName]
     ContributorInsightsStatus: Optional[ContributorInsightsStatus]
+    ContributorInsightsMode: Optional[ContributorInsightsMode]
 
 
 class UpdateGlobalTableInput(ServiceRequest):
@@ -2858,6 +2887,7 @@ def update_contributor_insights(
         table_name: TableArn,
         contributor_insights_action: ContributorInsightsAction,
         index_name: IndexName | None = None,
+        contributor_insights_mode: ContributorInsightsMode | None = None,
         **kwargs,
     ) -> UpdateContributorInsightsOutput:
         raise NotImplementedError
diff --git a/localstack-core/localstack/aws/api/ec2/__init__.py b/localstack-core/localstack/aws/api/ec2/__init__.py
index 24556d57595a0..25a2f3f3776b8 100644
--- a/localstack-core/localstack/aws/api/ec2/__init__.py
+++ b/localstack-core/localstack/aws/api/ec2/__init__.py
@@ -993,6 +993,9 @@ class Ec2InstanceConnectEndpointState(StrEnum):
     delete_in_progress = "delete-in-progress"
     delete_complete = "delete-complete"
     delete_failed = "delete-failed"
+    update_in_progress = "update-in-progress"
+    update_complete = "update-complete"
+    update_failed = "update-failed"
 
 
 class EkPubKeyFormat(StrEnum):
@@ -5110,6 +5113,7 @@ class AssociateRouteServerResult(TypedDict, total=False):
 
 class AssociateRouteTableRequest(ServiceRequest):
     GatewayId: Optional[RouteGatewayId]
+    PublicIpv4Pool: Optional[Ipv4PoolEc2Id]
     DryRun: Optional[Boolean]
     SubnetId: Optional[SubnetId]
     RouteTableId: RouteTableId
@@ -6604,6 +6608,7 @@ class DiskImageDescription(TypedDict, total=False):
 
 class ImportVolumeTaskDetails(TypedDict, total=False):
     AvailabilityZone: Optional[String]
+    AvailabilityZoneId: Optional[String]
     BytesConverted: Optional[Long]
     Description: Optional[String]
     Image: Optional[DiskImageDescription]
@@ -6612,6 +6617,7 @@ class ImportVolumeTaskDetails(TypedDict, total=False):
 
 class ImportInstanceVolumeDetailItem(TypedDict, total=False):
     AvailabilityZone: Optional[String]
+    AvailabilityZoneId: Optional[String]
     BytesConverted: Optional[Long]
     Description: Optional[String]
     Image: Optional[DiskImageDescription]
@@ -6888,9 +6894,10 @@ class CreateCustomerGatewayResult(TypedDict, total=False):
 
 
 class CreateDefaultSubnetRequest(ServiceRequest):
-    AvailabilityZone: AvailabilityZoneName
+    AvailabilityZone: Optional[AvailabilityZoneName]
     DryRun: Optional[Boolean]
     Ipv6Native: Optional[Boolean]
+    AvailabilityZoneId: Optional[AvailabilityZoneId]
 
 
 class PrivateDnsNameOptionsOnLaunch(TypedDict, total=False):
@@ -7280,6 +7287,7 @@ class FleetBlockDeviceMappingRequest(TypedDict, total=False):
 
 
 class Placement(TypedDict, total=False):
+    AvailabilityZoneId: Optional[AvailabilityZoneId]
     Affinity: Optional[String]
     GroupName: Optional[PlacementGroupName]
     PartitionNumber: Optional[Integer]
@@ -7453,6 +7461,16 @@ class CreateInstanceConnectEndpointRequest(ServiceRequest):
     IpAddressType: Optional[IpAddressType]
 
 
+class InstanceConnectEndpointDnsNames(TypedDict, total=False):
+    DnsName: Optional[String]
+    FipsDnsName: Optional[String]
+
+
+class InstanceConnectEndpointPublicDnsNames(TypedDict, total=False):
+    Ipv4: Optional[InstanceConnectEndpointDnsNames]
+    Dualstack: Optional[InstanceConnectEndpointDnsNames]
+
+
 SecurityGroupIdSet = List[SecurityGroupId]
 NetworkInterfaceIdSet = List[String]
 
@@ -7474,6 +7492,7 @@ class Ec2InstanceConnectEndpoint(TypedDict, total=False):
     SecurityGroupIds: Optional[SecurityGroupIdSet]
     Tags: Optional[TagList]
     IpAddressType: Optional[IpAddressType]
+    PublicDnsNames: Optional[InstanceConnectEndpointPublicDnsNames]
 
 
 class CreateInstanceConnectEndpointResult(TypedDict, total=False):
@@ -7873,6 +7892,7 @@ class LaunchTemplateTagSpecificationRequest(TypedDict, total=False):
 
 class LaunchTemplatePlacementRequest(TypedDict, total=False):
     AvailabilityZone: Optional[String]
+    AvailabilityZoneId: Optional[AvailabilityZoneId]
     Affinity: Optional[String]
     GroupName: Optional[PlacementGroupName]
     HostId: Optional[DedicatedHostId]
@@ -8168,6 +8188,7 @@ class LaunchTemplateTagSpecification(TypedDict, total=False):
 
 class LaunchTemplatePlacement(TypedDict, total=False):
     AvailabilityZone: Optional[String]
+    AvailabilityZoneId: Optional[AvailabilityZoneId]
     Affinity: Optional[String]
     GroupName: Optional[String]
     HostId: Optional[String]
@@ -9132,6 +9153,7 @@ class RouteTableAssociation(TypedDict, total=False):
     RouteTableId: Optional[String]
     SubnetId: Optional[String]
     GatewayId: Optional[String]
+    PublicIpv4Pool: Optional[String]
     AssociationState: Optional[RouteTableAssociationState]
 
 
@@ -10007,7 +10029,8 @@ class CreateVolumePermissionModifications(TypedDict, total=False):
 
 
 class CreateVolumeRequest(ServiceRequest):
-    AvailabilityZone: AvailabilityZoneName
+    AvailabilityZone: Optional[AvailabilityZoneName]
+    AvailabilityZoneId: Optional[AvailabilityZoneId]
     Encrypted: Optional[Boolean]
     Iops: Optional[Integer]
     KmsKeyId: Optional[KmsKeyId]
@@ -10210,6 +10233,7 @@ class ServiceConfiguration(TypedDict, total=False):
     ServiceId: Optional[String]
     ServiceName: Optional[String]
     ServiceState: Optional[ServiceState]
+    AvailabilityZoneIds: Optional[ValueStringList]
     AvailabilityZones: Optional[ValueStringList]
     AcceptanceRequired: Optional[Boolean]
     ManagesVpcEndpoints: Optional[Boolean]
@@ -12877,6 +12901,7 @@ class InstanceStatusEvent(TypedDict, total=False):
 
 class InstanceStatus(TypedDict, total=False):
     AvailabilityZone: Optional[String]
+    AvailabilityZoneId: Optional[AvailabilityZoneId]
     OutpostArn: Optional[String]
     Operator: Optional[OperatorResponse]
     Events: Optional[InstanceStatusEventList]
@@ -15149,6 +15174,7 @@ class SpotInstanceRequest(TypedDict, total=False):
     LaunchGroup: Optional[String]
     LaunchSpecification: Optional[LaunchSpecification]
     LaunchedAvailabilityZone: Optional[String]
+    LaunchedAvailabilityZoneId: Optional[String]
     ProductDescription: Optional[RIProductDescription]
     SpotInstanceRequestId: Optional[String]
     SpotPrice: Optional[String]
@@ -15174,6 +15200,7 @@ class DescribeSpotInstanceRequestsResult(TypedDict, total=False):
 
 
 class DescribeSpotPriceHistoryRequest(ServiceRequest):
+    AvailabilityZoneId: Optional[AvailabilityZoneId]
     DryRun: Optional[Boolean]
     StartTime: Optional[DateTime]
     EndTime: Optional[DateTime]
@@ -15187,6 +15214,7 @@ class DescribeSpotPriceHistoryRequest(ServiceRequest):
 
 class SpotPrice(TypedDict, total=False):
     AvailabilityZone: Optional[String]
+    AvailabilityZoneId: Optional[String]
     InstanceType: Optional[InstanceType]
     ProductDescription: Optional[RIProductDescription]
     SpotPrice: Optional[String]
@@ -15889,6 +15917,7 @@ class VolumeAttachment(TypedDict, total=False):
 
 
 class Volume(TypedDict, total=False):
+    AvailabilityZoneId: Optional[String]
     OutpostArn: Optional[String]
     Iops: Optional[Integer]
     Tags: Optional[TagList]
@@ -16126,6 +16155,7 @@ class ServiceDetail(TypedDict, total=False):
     ServiceId: Optional[String]
     ServiceType: Optional[ServiceTypeDetailSet]
     ServiceRegion: Optional[String]
+    AvailabilityZoneIds: Optional[ValueStringList]
     AvailabilityZones: Optional[ValueStringList]
     Owner: Optional[String]
     BaseEndpointDnsNames: Optional[ValueStringList]
@@ -18361,8 +18391,9 @@ class ImportSnapshotResult(TypedDict, total=False):
 
 
 class ImportVolumeRequest(ServiceRequest):
+    AvailabilityZoneId: Optional[AvailabilityZoneId]
     DryRun: Optional[Boolean]
-    AvailabilityZone: String
+    AvailabilityZone: Optional[String]
     Image: DiskImageDetail
     Description: Optional[String]
     Volume: VolumeDetail
@@ -18761,6 +18792,18 @@ class ModifyInstanceCapacityReservationAttributesResult(TypedDict, total=False):
     Return: Optional[Boolean]
 
 
+class ModifyInstanceConnectEndpointRequest(ServiceRequest):
+    DryRun: Optional[Boolean]
+    InstanceConnectEndpointId: InstanceConnectEndpointId
+    IpAddressType: Optional[IpAddressType]
+    SecurityGroupIds: Optional[SecurityGroupIdStringListRequest]
+    PreserveClientIp: Optional[Boolean]
+
+
+class ModifyInstanceConnectEndpointResult(TypedDict, total=False):
+    Return: Optional[Boolean]
+
+
 class ModifyInstanceCpuOptionsRequest(ServiceRequest):
     InstanceId: InstanceId
     CoreCount: Integer
@@ -21108,6 +21151,7 @@ def associate_route_table(
         context: RequestContext,
         route_table_id: RouteTableId,
         gateway_id: RouteGatewayId | None = None,
+        public_ipv4_pool: Ipv4PoolEc2Id | None = None,
         dry_run: Boolean | None = None,
         subnet_id: SubnetId | None = None,
         **kwargs,
@@ -21646,9 +21690,10 @@ def create_customer_gateway(
     def create_default_subnet(
         self,
         context: RequestContext,
-        availability_zone: AvailabilityZoneName,
+        availability_zone: AvailabilityZoneName | None = None,
         dry_run: Boolean | None = None,
         ipv6_native: Boolean | None = None,
+        availability_zone_id: AvailabilityZoneId | None = None,
         **kwargs,
     ) -> CreateDefaultSubnetResult:
         raise NotImplementedError
@@ -22699,7 +22744,8 @@ def create_verified_access_trust_provider(
     def create_volume(
         self,
         context: RequestContext,
-        availability_zone: AvailabilityZoneName,
+        availability_zone: AvailabilityZoneName | None = None,
+        availability_zone_id: AvailabilityZoneId | None = None,
         encrypted: Boolean | None = None,
         iops: Integer | None = None,
         kms_key_id: KmsKeyId | None = None,
@@ -25330,6 +25376,7 @@ def describe_spot_instance_requests(
     def describe_spot_price_history(
         self,
         context: RequestContext,
+        availability_zone_id: AvailabilityZoneId | None = None,
         dry_run: Boolean | None = None,
         start_time: DateTime | None = None,
         end_time: DateTime | None = None,
@@ -27266,10 +27313,11 @@ def import_snapshot(
     def import_volume(
         self,
         context: RequestContext,
-        availability_zone: String,
         image: DiskImageDetail,
         volume: VolumeDetail,
+        availability_zone_id: AvailabilityZoneId | None = None,
         dry_run: Boolean | None = None,
+        availability_zone: String | None = None,
         description: String | None = None,
         **kwargs,
     ) -> ImportVolumeResult:
@@ -27521,6 +27569,19 @@ def modify_instance_capacity_reservation_attributes(
     ) -> ModifyInstanceCapacityReservationAttributesResult:
         raise NotImplementedError
 
+    @handler("ModifyInstanceConnectEndpoint")
+    def modify_instance_connect_endpoint(
+        self,
+        context: RequestContext,
+        instance_connect_endpoint_id: InstanceConnectEndpointId,
+        dry_run: Boolean | None = None,
+        ip_address_type: IpAddressType | None = None,
+        security_group_ids: SecurityGroupIdStringListRequest | None = None,
+        preserve_client_ip: Boolean | None = None,
+        **kwargs,
+    ) -> ModifyInstanceConnectEndpointResult:
+        raise NotImplementedError
+
     @handler("ModifyInstanceCpuOptions")
     def modify_instance_cpu_options(
         self,
diff --git a/localstack-core/localstack/aws/api/transcribe/__init__.py b/localstack-core/localstack/aws/api/transcribe/__init__.py
index 112611949bdcc..7592ae32518d1 100644
--- a/localstack-core/localstack/aws/api/transcribe/__init__.py
+++ b/localstack-core/localstack/aws/api/transcribe/__init__.py
@@ -254,6 +254,12 @@ class PiiEntityType(StrEnum):
     ALL = "ALL"
 
 
+class Pronouns(StrEnum):
+    HE_HIM = "HE_HIM"
+    SHE_HER = "SHE_HER"
+    THEY_THEM = "THEY_THEM"
+
+
 class RedactionOutput(StrEnum):
     redacted = "redacted"
     redacted_and_unredacted = "redacted_and_unredacted"
@@ -736,6 +742,7 @@ class MedicalScribeJob(TypedDict, total=False):
     Settings: Optional[MedicalScribeSettings]
     DataAccessRoleArn: Optional[DataAccessRoleArn]
     ChannelDefinitions: Optional[MedicalScribeChannelDefinitions]
+    MedicalScribeContextProvided: Optional[Boolean]
     Tags: Optional[TagList]
 
 
@@ -1097,6 +1104,14 @@ class ListVocabularyFiltersResponse(TypedDict, total=False):
     VocabularyFilters: Optional[VocabularyFilters]
 
 
+class MedicalScribePatientContext(TypedDict, total=False):
+    Pronouns: Optional[Pronouns]
+
+
+class MedicalScribeContext(TypedDict, total=False):
+    PatientContext: Optional[MedicalScribePatientContext]
+
+
 class StartCallAnalyticsJobRequest(ServiceRequest):
     CallAnalyticsJobName: CallAnalyticsJobName
     Media: Media
@@ -1122,6 +1137,7 @@ class StartMedicalScribeJobRequest(ServiceRequest):
     Settings: MedicalScribeSettings
     ChannelDefinitions: Optional[MedicalScribeChannelDefinitions]
     Tags: Optional[TagList]
+    MedicalScribeContext: Optional[MedicalScribeContext]
 
 
 class StartMedicalScribeJobResponse(TypedDict, total=False):
@@ -1576,6 +1592,7 @@ def start_medical_scribe_job(
         kms_encryption_context: KMSEncryptionContextMap | None = None,
         channel_definitions: MedicalScribeChannelDefinitions | None = None,
         tags: TagList | None = None,
+        medical_scribe_context: MedicalScribeContext | None = None,
         **kwargs,
     ) -> StartMedicalScribeJobResponse:
         raise NotImplementedError
diff --git a/pyproject.toml b/pyproject.toml
index 2bdd88941d566..dd8f780cad1aa 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -54,9 +54,9 @@ Issues = "https://github.com/localstack/localstack/issues"
 # minimal required to actually run localstack on the host for services natively implemented in python
 base-runtime = [
     # pinned / updated by ASF update action
-    "boto3==1.40.6",
+    "boto3==1.40.11",
     # pinned / updated by ASF update action
-    "botocore==1.40.6",
+    "botocore==1.40.11",
     "awscrt>=0.13.14,!=0.27.1",
     "cbor2>=5.5.0",
     "dnspython>=1.16.0",
@@ -79,7 +79,7 @@ base-runtime = [
 runtime = [
     "localstack-core[base-runtime]",
     # pinned / updated by ASF update action
-    "awscli==1.42.6",
+    "awscli==1.42.11",
     "airspeed-ext>=0.6.3",
     # version that has a built wheel
     "kclpy-ext>=3.0.0",
diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index e39de9f1f9184..311c9b1b25364 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -11,9 +11,9 @@ attrs==25.3.0
     #   referencing
 awscrt==0.27.5
     # via localstack-core (pyproject.toml)
-boto3==1.40.6
+boto3==1.40.11
     # via localstack-core (pyproject.toml)
-botocore==1.40.6
+botocore==1.40.11
     # via
     #   boto3
     #   localstack-core (pyproject.toml)
diff --git a/requirements-dev.txt b/requirements-dev.txt
index 65d773de52ad2..d5b48f380ce8e 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -39,17 +39,17 @@ aws-sam-translator==1.99.0
     #   localstack-core
 aws-xray-sdk==2.14.0
     # via moto-ext
-awscli==1.42.6
+awscli==1.42.11
     # via localstack-core
 awscrt==0.27.5
     # via localstack-core
-boto3==1.40.6
+boto3==1.40.11
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.40.6
+botocore==1.40.11
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index ee454d4806a1a..a75948ef1c2ca 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -27,17 +27,17 @@ aws-sam-translator==1.99.0
     #   localstack-core (pyproject.toml)
 aws-xray-sdk==2.14.0
     # via moto-ext
-awscli==1.42.6
+awscli==1.42.11
     # via localstack-core (pyproject.toml)
 awscrt==0.27.5
     # via localstack-core
-boto3==1.40.6
+boto3==1.40.11
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.40.6
+botocore==1.40.11
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-test.txt b/requirements-test.txt
index b7ca86efd58be..2fb9e79392012 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -39,17 +39,17 @@ aws-sam-translator==1.99.0
     #   localstack-core
 aws-xray-sdk==2.14.0
     # via moto-ext
-awscli==1.42.6
+awscli==1.42.11
     # via localstack-core
 awscrt==0.27.5
     # via localstack-core
-boto3==1.40.6
+boto3==1.40.11
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.40.6
+botocore==1.40.11
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index fd1b3988a79f8..36e58da41222b 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -39,11 +39,11 @@ aws-sam-translator==1.99.0
     #   localstack-core
 aws-xray-sdk==2.14.0
     # via moto-ext
-awscli==1.42.6
+awscli==1.42.11
     # via localstack-core
 awscrt==0.27.5
     # via localstack-core
-boto3==1.40.6
+boto3==1.40.11
     # via
     #   aws-sam-translator
     #   kclpy-ext
@@ -51,7 +51,7 @@ boto3==1.40.6
     #   moto-ext
 boto3-stubs==1.40.7
     # via localstack-core (pyproject.toml)
-botocore==1.40.6
+botocore==1.40.11
     # via
     #   aws-xray-sdk
     #   awscli

From 5bee08ec43d48eb7ccc291eda65704ff8de19875 Mon Sep 17 00:00:00 2001
From: Alex Rashed <2796604+alexrashed@users.noreply.github.com>
Date: Mon, 18 Aug 2025 13:20:13 +0200
Subject: [PATCH 111/697] decrease frequency of test duration update workflow
 (#13016)

---
 .github/workflows/update-test-durations.yml | 3 ++-
 CODEOWNERS                                  | 2 +-
 2 files changed, 3 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/update-test-durations.yml b/.github/workflows/update-test-durations.yml
index 72edd58a4051f..0ed00d59f4e94 100644
--- a/.github/workflows/update-test-durations.yml
+++ b/.github/workflows/update-test-durations.yml
@@ -2,7 +2,8 @@ name: Update test durations
 
 on:
   schedule:
-    - cron: 0 4 * 1-12 MON
+    # trigger on the 5th of each month at 4 AM UTC
+    - cron: 0 4 5 * *
   workflow_dispatch:
     inputs:
       publishMethod:
diff --git a/CODEOWNERS b/CODEOWNERS
index c5cde2ec122cb..3988f247d85f1 100644
--- a/CODEOWNERS
+++ b/CODEOWNERS
@@ -18,7 +18,7 @@
 
 # Git, Pipelines, GitHub config
 /.github @alexrashed @dfangl @dominikschubert @silv-io @k-a-il
-/.test_durations @alexrashed @silv-io @k-a-il
+/.test_durations @silv-io @k-a-il
 /.git-blame-ignore-revs @alexrashed @thrau
 /bin/release-dev.sh @thrau @alexrashed
 /bin/release-helper.sh @thrau @alexrashed

From f323916a20866ff7fe1bb2197011ff93336898cd Mon Sep 17 00:00:00 2001
From: Vanshika Sabharwal
 <143436704+VanshikaSabharwal@users.noreply.github.com>
Date: Tue, 19 Aug 2025 12:19:01 +0530
Subject: [PATCH 112/697] Update links to contribution guideline (#13013)

Co-authored-by: Alexander Rashed <alexander.rashed@localstack.cloud>
---
 .github/ISSUE_TEMPLATE/config.yml                        | 7 +++++--
 .github/workflows/pr-welcome-first-time-contributors.yml | 4 ++--
 2 files changed, 7 insertions(+), 4 deletions(-)

diff --git a/.github/ISSUE_TEMPLATE/config.yml b/.github/ISSUE_TEMPLATE/config.yml
index 47868d7b130ac..5691d5c485625 100644
--- a/.github/ISSUE_TEMPLATE/config.yml
+++ b/.github/ISSUE_TEMPLATE/config.yml
@@ -1,8 +1,11 @@
 blank_issues_enabled: true
 contact_links:
-  - name: 📖  LocalStack Documentation
+  - name: 📖 Contributing Guidelines
+    url: https://github.com/localstack/localstack/blob/main/docs/CONTRIBUTING.md
+    about: Please read before contributing
+  - name: 📖 LocalStack Documentation
     url: https://localstack.cloud/docs/getting-started/overview/
     about: The LocalStack documentation may answer your questions!
-  - name: 💬  LocalStack Community Support (Slack)
+  - name: 💬 LocalStack Community Support (Slack)
     url: https://localstack.cloud/slack
     about: Please ask and answer questions here.
diff --git a/.github/workflows/pr-welcome-first-time-contributors.yml b/.github/workflows/pr-welcome-first-time-contributors.yml
index c01b376ececde..4a611c236a198 100644
--- a/.github/workflows/pr-welcome-first-time-contributors.yml
+++ b/.github/workflows/pr-welcome-first-time-contributors.yml
@@ -16,8 +16,8 @@ jobs:
       with:
         github-token: ${{ secrets.PRO_ACCESS_TOKEN }}
         script: |
-          const issueMessage = `Welcome to LocalStack! Thanks for reporting your first issue and our team will be working towards fixing the issue for you or reach out for more background information. We recommend joining our [Slack Community](https://localstack.cloud/slack/) for real-time help and drop a message to [LocalStack Support](https://docs.localstack.cloud/getting-started/help-and-support/) if you are a licensed user! If you are willing to contribute towards fixing this issue, please have a look at our [contributing guidelines](https://github.com/localstack/.github/blob/main/CONTRIBUTING.md).`;
-          const prMessage = `Welcome to LocalStack! Thanks for raising your first Pull Request and landing in your contributions. Our team will reach out with any reviews or feedbacks that we have shortly. We recommend joining our [Slack Community](https://localstack.cloud/slack/) and share your PR on the **#community** channel to share your contributions with us. Please make sure you are following our [contributing guidelines](https://github.com/localstack/.github/blob/main/CONTRIBUTING.md) and our [Code of Conduct](https://github.com/localstack/.github/blob/main/CODE_OF_CONDUCT.md).`;
+          const issueMessage = `Welcome to LocalStack! Thanks for reporting your first issue and our team will be working towards fixing the issue for you or reach out for more background information. We recommend joining our [Slack Community](https://localstack.cloud/slack/) for real-time help and drop a message to [LocalStack Support](https://docs.localstack.cloud/getting-started/help-and-support/) if you are a licensed user! If you are willing to contribute towards fixing this issue, please have a look at our [contributing guidelines](https://github.com/localstack/localstack/blob/main/docs/CONTRIBUTING.md).`;
+          const prMessage = `Welcome to LocalStack! Thanks for raising your first Pull Request and landing in your contributions. Our team will reach out with any reviews or feedbacks that we have shortly. We recommend joining our [Slack Community](https://localstack.cloud/slack/) and share your PR on the **#community** channel to share your contributions with us. Please make sure you are following our [contributing guidelines](https://github.com/localstack/localstack/blob/main/docs/CONTRIBUTING.md) and our [Code of Conduct](https://github.com/localstack/.github/blob/main/CODE_OF_CONDUCT.md).`;
 
           if (!issueMessage && !prMessage) {
               throw new Error('Action should have either issueMessage or prMessage set');

From 2d71df42033dab5c8b98a12d9eac80deb9d12016 Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Tue, 19 Aug 2025 08:55:48 +0200
Subject: [PATCH 113/697] Upgrade pinned Python dependencies (#13024)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
---
 .pre-commit-config.yaml       |  2 +-
 requirements-base-runtime.txt |  8 +++---
 requirements-basic.txt        |  2 +-
 requirements-dev.txt          | 28 +++++++++----------
 requirements-runtime.txt      | 14 +++++-----
 requirements-test.txt         | 20 +++++++-------
 requirements-typehint.txt     | 52 +++++++++++++++++------------------
 7 files changed, 63 insertions(+), 63 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 5ee7cc392573d..80ff1d579e15c 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -3,7 +3,7 @@
 repos:
   - repo: https://github.com/astral-sh/ruff-pre-commit
     # Ruff version.
-    rev: v0.12.8
+    rev: v0.12.9
     hooks:
       - id: ruff
         args: [--fix, --exit-non-zero-on-fix]
diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index 311c9b1b25364..8edfcb982f106 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -9,7 +9,7 @@ attrs==25.3.0
     #   jsonschema
     #   localstack-twisted
     #   referencing
-awscrt==0.27.5
+awscrt==0.27.6
     # via localstack-core (pyproject.toml)
 boto3==1.40.11
     # via localstack-core (pyproject.toml)
@@ -22,7 +22,7 @@ build==1.3.0
     # via localstack-core (pyproject.toml)
 cachetools==6.1.0
     # via localstack-core (pyproject.toml)
-cbor2==5.6.5
+cbor2==5.7.0
     # via localstack-core (pyproject.toml)
 certifi==2025.8.3
     # via requests
@@ -81,7 +81,7 @@ jsonpickle==4.1.1
     # via localstack-core (pyproject.toml)
 jsonpointer==3.0.0
     # via jsonpatch
-jsonschema==4.25.0
+jsonschema==4.25.1
     # via
     #   openapi-core
     #   openapi-schema-validator
@@ -153,7 +153,7 @@ referencing==0.36.2
     #   jsonschema
     #   jsonschema-path
     #   jsonschema-specifications
-requests==2.32.4
+requests==2.32.5
     # via
     #   docker
     #   jsonschema-path
diff --git a/requirements-basic.txt b/requirements-basic.txt
index 6b76470fab394..e5ca2e0f27c7d 100644
--- a/requirements-basic.txt
+++ b/requirements-basic.txt
@@ -48,7 +48,7 @@ python-dotenv==1.1.1
     # via localstack-core (pyproject.toml)
 pyyaml==6.0.2
     # via localstack-core (pyproject.toml)
-requests==2.32.4
+requests==2.32.5
     # via localstack-core (pyproject.toml)
 rich==14.1.0
     # via localstack-core (pyproject.toml)
diff --git a/requirements-dev.txt b/requirements-dev.txt
index d5b48f380ce8e..3b42d098a3e18 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -29,9 +29,9 @@ aws-cdk-asset-awscli-v1==2.2.242
     # via aws-cdk-lib
 aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
-aws-cdk-cloud-assembly-schema==48.3.0
+aws-cdk-cloud-assembly-schema==48.4.0
     # via aws-cdk-lib
-aws-cdk-lib==2.210.0
+aws-cdk-lib==2.211.0
     # via localstack-core
 aws-sam-translator==1.99.0
     # via
@@ -41,7 +41,7 @@ aws-xray-sdk==2.14.0
     # via moto-ext
 awscli==1.42.11
     # via localstack-core
-awscrt==0.27.5
+awscrt==0.27.6
     # via localstack-core
 boto3==1.40.11
     # via
@@ -68,7 +68,7 @@ cachetools==6.1.0
     #   localstack-core (pyproject.toml)
 cattrs==25.1.1
     # via jsii
-cbor2==5.6.5
+cbor2==5.7.0
     # via localstack-core
 certifi==2025.8.3
     # via
@@ -80,7 +80,7 @@ cffi==1.17.1
     # via cryptography
 cfgv==3.4.0
     # via pre-commit
-cfn-lint==1.38.2
+cfn-lint==1.39.0
     # via moto-ext
 charset-normalizer==3.4.3
     # via requests
@@ -94,7 +94,7 @@ constantly==23.10.4
     # via localstack-twisted
 constructs==10.4.2
     # via aws-cdk-lib
-coverage==7.10.3
+coverage==7.10.4
     # via
     #   coveralls
     #   localstack-core
@@ -109,7 +109,7 @@ cryptography==45.0.6
     #   localstack-core (pyproject.toml)
     #   moto-ext
     #   pyopenssl
-cython==3.1.2
+cython==3.1.3
     # via localstack-core (pyproject.toml)
 decorator==5.2.1
     # via jsonpath-rw
@@ -142,7 +142,7 @@ docutils==0.19
     # via awscli
 events==0.5
     # via opensearch-py
-filelock==3.18.0
+filelock==3.19.1
     # via virtualenv
 graphql-core==3.2.6
     # via moto-ext
@@ -202,7 +202,7 @@ jsii==1.113.0
     #   aws-cdk-cloud-assembly-schema
     #   aws-cdk-lib
     #   constructs
-json5==0.12.0
+json5==0.12.1
     # via localstack-core
 jsonpatch==1.33
     # via
@@ -221,7 +221,7 @@ jsonpickle==4.1.1
     #   localstack-core (pyproject.toml)
 jsonpointer==3.0.0
     # via jsonpatch
-jsonschema==4.25.0
+jsonschema==4.25.1
     # via
     #   aws-sam-translator
     #   moto-ext
@@ -404,7 +404,7 @@ referencing==0.36.2
     #   jsonschema-specifications
 regex==2025.7.34
     # via cfn-lint
-requests==2.32.4
+requests==2.32.5
     # via
     #   coveralls
     #   docker
@@ -437,7 +437,7 @@ rsa==4.7.2
     # via awscli
 rstr==3.2.2
     # via localstack-core (pyproject.toml)
-ruff==0.12.8
+ruff==0.12.9
     # via localstack-core (pyproject.toml)
 s3transfer==0.13.1
     # via
@@ -494,7 +494,7 @@ urllib3==2.5.0
     #   opensearch-py
     #   requests
     #   responses
-virtualenv==20.33.1
+virtualenv==20.34.0
     # via pre-commit
 websocket-client==1.8.0
     # via localstack-core
@@ -505,7 +505,7 @@ werkzeug==3.1.3
     #   openapi-core
     #   pytest-httpserver
     #   rolo
-wrapt==1.17.2
+wrapt==1.17.3
     # via aws-xray-sdk
 wsproto==1.2.0
     # via hypercorn
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index a75948ef1c2ca..a1c6295dea8ab 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -29,7 +29,7 @@ aws-xray-sdk==2.14.0
     # via moto-ext
 awscli==1.42.11
     # via localstack-core (pyproject.toml)
-awscrt==0.27.5
+awscrt==0.27.6
     # via localstack-core
 boto3==1.40.11
     # via
@@ -54,7 +54,7 @@ cachetools==6.1.0
     #   airspeed-ext
     #   localstack-core
     #   localstack-core (pyproject.toml)
-cbor2==5.6.5
+cbor2==5.7.0
     # via localstack-core
 certifi==2025.8.3
     # via
@@ -62,7 +62,7 @@ certifi==2025.8.3
     #   requests
 cffi==1.17.1
     # via cryptography
-cfn-lint==1.38.2
+cfn-lint==1.39.0
     # via moto-ext
 charset-normalizer==3.4.3
     # via requests
@@ -143,7 +143,7 @@ joserfc==1.2.2
     # via moto-ext
 jpype1-ext==0.0.2
     # via localstack-core (pyproject.toml)
-json5==0.12.0
+json5==0.12.1
     # via localstack-core (pyproject.toml)
 jsonpatch==1.33
     # via
@@ -161,7 +161,7 @@ jsonpickle==4.1.1
     #   localstack-core (pyproject.toml)
 jsonpointer==3.0.0
     # via jsonpatch
-jsonschema==4.25.0
+jsonschema==4.25.1
     # via
     #   aws-sam-translator
     #   moto-ext
@@ -287,7 +287,7 @@ referencing==0.36.2
     #   jsonschema-specifications
 regex==2025.7.34
     # via cfn-lint
-requests==2.32.4
+requests==2.32.5
     # via
     #   docker
     #   jsonschema-path
@@ -363,7 +363,7 @@ werkzeug==3.1.3
     #   moto-ext
     #   openapi-core
     #   rolo
-wrapt==1.17.2
+wrapt==1.17.3
     # via aws-xray-sdk
 wsproto==1.2.0
     # via hypercorn
diff --git a/requirements-test.txt b/requirements-test.txt
index 2fb9e79392012..c0d4ee3bc6dac 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -29,9 +29,9 @@ aws-cdk-asset-awscli-v1==2.2.242
     # via aws-cdk-lib
 aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
-aws-cdk-cloud-assembly-schema==48.3.0
+aws-cdk-cloud-assembly-schema==48.4.0
     # via aws-cdk-lib
-aws-cdk-lib==2.210.0
+aws-cdk-lib==2.211.0
     # via localstack-core (pyproject.toml)
 aws-sam-translator==1.99.0
     # via
@@ -41,7 +41,7 @@ aws-xray-sdk==2.14.0
     # via moto-ext
 awscli==1.42.11
     # via localstack-core
-awscrt==0.27.5
+awscrt==0.27.6
     # via localstack-core
 boto3==1.40.11
     # via
@@ -68,7 +68,7 @@ cachetools==6.1.0
     #   localstack-core (pyproject.toml)
 cattrs==25.1.1
     # via jsii
-cbor2==5.6.5
+cbor2==5.7.0
     # via localstack-core
 certifi==2025.8.3
     # via
@@ -78,7 +78,7 @@ certifi==2025.8.3
     #   requests
 cffi==1.17.1
     # via cryptography
-cfn-lint==1.38.2
+cfn-lint==1.39.0
     # via moto-ext
 charset-normalizer==3.4.3
     # via requests
@@ -92,7 +92,7 @@ constantly==23.10.4
     # via localstack-twisted
 constructs==10.4.2
     # via aws-cdk-lib
-coverage==7.10.3
+coverage==7.10.4
     # via localstack-core (pyproject.toml)
 crontab==1.0.5
     # via localstack-core
@@ -186,7 +186,7 @@ jsii==1.113.0
     #   aws-cdk-cloud-assembly-schema
     #   aws-cdk-lib
     #   constructs
-json5==0.12.0
+json5==0.12.1
     # via localstack-core
 jsonpatch==1.33
     # via
@@ -205,7 +205,7 @@ jsonpickle==4.1.1
     #   localstack-core (pyproject.toml)
 jsonpointer==3.0.0
     # via jsonpatch
-jsonschema==4.25.0
+jsonschema==4.25.1
     # via
     #   aws-sam-translator
     #   moto-ext
@@ -365,7 +365,7 @@ referencing==0.36.2
     #   jsonschema-specifications
 regex==2025.7.34
     # via cfn-lint
-requests==2.32.4
+requests==2.32.5
     # via
     #   docker
     #   jsonschema-path
@@ -458,7 +458,7 @@ werkzeug==3.1.3
     #   openapi-core
     #   pytest-httpserver
     #   rolo
-wrapt==1.17.2
+wrapt==1.17.3
     # via aws-xray-sdk
 wsproto==1.2.0
     # via hypercorn
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index 36e58da41222b..a9b62e32f11ca 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -29,9 +29,9 @@ aws-cdk-asset-awscli-v1==2.2.242
     # via aws-cdk-lib
 aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
-aws-cdk-cloud-assembly-schema==48.3.0
+aws-cdk-cloud-assembly-schema==48.4.0
     # via aws-cdk-lib
-aws-cdk-lib==2.210.0
+aws-cdk-lib==2.211.0
     # via localstack-core
 aws-sam-translator==1.99.0
     # via
@@ -41,7 +41,7 @@ aws-xray-sdk==2.14.0
     # via moto-ext
 awscli==1.42.11
     # via localstack-core
-awscrt==0.27.5
+awscrt==0.27.6
     # via localstack-core
 boto3==1.40.11
     # via
@@ -49,7 +49,7 @@ boto3==1.40.11
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-boto3-stubs==1.40.7
+boto3-stubs==1.40.12
     # via localstack-core (pyproject.toml)
 botocore==1.40.11
     # via
@@ -72,7 +72,7 @@ cachetools==6.1.0
     #   localstack-core (pyproject.toml)
 cattrs==25.1.1
     # via jsii
-cbor2==5.6.5
+cbor2==5.7.0
     # via localstack-core
 certifi==2025.8.3
     # via
@@ -84,7 +84,7 @@ cffi==1.17.1
     # via cryptography
 cfgv==3.4.0
     # via pre-commit
-cfn-lint==1.38.2
+cfn-lint==1.39.0
     # via moto-ext
 charset-normalizer==3.4.3
     # via requests
@@ -98,7 +98,7 @@ constantly==23.10.4
     # via localstack-twisted
 constructs==10.4.2
     # via aws-cdk-lib
-coverage==7.10.3
+coverage==7.10.4
     # via
     #   coveralls
     #   localstack-core
@@ -113,7 +113,7 @@ cryptography==45.0.6
     #   localstack-core (pyproject.toml)
     #   moto-ext
     #   pyopenssl
-cython==3.1.2
+cython==3.1.3
     # via localstack-core
 decorator==5.2.1
     # via jsonpath-rw
@@ -146,7 +146,7 @@ docutils==0.19
     # via awscli
 events==0.5
     # via opensearch-py
-filelock==3.18.0
+filelock==3.19.1
     # via virtualenv
 graphql-core==3.2.6
     # via moto-ext
@@ -206,7 +206,7 @@ jsii==1.113.0
     #   aws-cdk-cloud-assembly-schema
     #   aws-cdk-lib
     #   constructs
-json5==0.12.0
+json5==0.12.1
     # via localstack-core
 jsonpatch==1.33
     # via
@@ -225,7 +225,7 @@ jsonpickle==4.1.1
     #   localstack-core (pyproject.toml)
 jsonpointer==3.0.0
     # via jsonpatch
-jsonschema==4.25.0
+jsonschema==4.25.1
     # via
     #   aws-sam-translator
     #   moto-ext
@@ -290,7 +290,7 @@ mypy-boto3-autoscaling==1.40.0
     # via boto3-stubs
 mypy-boto3-backup==1.40.0
     # via boto3-stubs
-mypy-boto3-batch==1.40.5
+mypy-boto3-batch==1.40.12
     # via boto3-stubs
 mypy-boto3-ce==1.40.0
     # via boto3-stubs
@@ -304,7 +304,7 @@ mypy-boto3-cloudtrail==1.40.0
     # via boto3-stubs
 mypy-boto3-cloudwatch==1.40.0
     # via boto3-stubs
-mypy-boto3-codebuild==1.40.5
+mypy-boto3-codebuild==1.40.8
     # via boto3-stubs
 mypy-boto3-codecommit==1.40.0
     # via boto3-stubs
@@ -324,11 +324,11 @@ mypy-boto3-dms==1.40.0
     # via boto3-stubs
 mypy-boto3-docdb==1.40.0
     # via boto3-stubs
-mypy-boto3-dynamodb==1.40.0
+mypy-boto3-dynamodb==1.40.10
     # via boto3-stubs
 mypy-boto3-dynamodbstreams==1.40.0
     # via boto3-stubs
-mypy-boto3-ec2==1.40.7
+mypy-boto3-ec2==1.40.10
     # via boto3-stubs
 mypy-boto3-ecr==1.40.0
     # via boto3-stubs
@@ -358,7 +358,7 @@ mypy-boto3-fis==1.40.0
     # via boto3-stubs
 mypy-boto3-glacier==1.40.0
     # via boto3-stubs
-mypy-boto3-glue==1.40.5
+mypy-boto3-glue==1.40.11
     # via boto3-stubs
 mypy-boto3-iam==1.40.0
     # via boto3-stubs
@@ -402,7 +402,7 @@ mypy-boto3-neptune==1.40.0
     # via boto3-stubs
 mypy-boto3-opensearch==1.40.0
     # via boto3-stubs
-mypy-boto3-organizations==1.40.0
+mypy-boto3-organizations==1.40.8
     # via boto3-stubs
 mypy-boto3-pi==1.40.0
     # via boto3-stubs
@@ -432,9 +432,9 @@ mypy-boto3-route53resolver==1.40.0
     # via boto3-stubs
 mypy-boto3-s3==1.40.0
     # via boto3-stubs
-mypy-boto3-s3control==1.40.0
+mypy-boto3-s3control==1.40.12
     # via boto3-stubs
-mypy-boto3-sagemaker==1.40.6
+mypy-boto3-sagemaker==1.40.12
     # via boto3-stubs
 mypy-boto3-sagemaker-runtime==1.40.0
     # via boto3-stubs
@@ -442,7 +442,7 @@ mypy-boto3-secretsmanager==1.40.0
     # via boto3-stubs
 mypy-boto3-serverlessrepo==1.40.0
     # via boto3-stubs
-mypy-boto3-servicediscovery==1.40.0
+mypy-boto3-servicediscovery==1.40.10
     # via boto3-stubs
 mypy-boto3-ses==1.40.0
     # via boto3-stubs
@@ -464,7 +464,7 @@ mypy-boto3-timestream-query==1.40.0
     # via boto3-stubs
 mypy-boto3-timestream-write==1.40.0
     # via boto3-stubs
-mypy-boto3-transcribe==1.40.6
+mypy-boto3-transcribe==1.40.8
     # via boto3-stubs
 mypy-boto3-verifiedpermissions==1.40.0
     # via boto3-stubs
@@ -614,7 +614,7 @@ referencing==0.36.2
     #   jsonschema-specifications
 regex==2025.7.34
     # via cfn-lint
-requests==2.32.4
+requests==2.32.5
     # via
     #   coveralls
     #   docker
@@ -647,7 +647,7 @@ rsa==4.7.2
     # via awscli
 rstr==3.2.2
     # via localstack-core
-ruff==0.12.8
+ruff==0.12.9
     # via localstack-core
 s3transfer==0.13.1
     # via
@@ -679,7 +679,7 @@ typeguard==2.13.3
     #   aws-cdk-lib
     #   constructs
     #   jsii
-types-awscrt==0.27.5
+types-awscrt==0.27.6
     # via botocore-stubs
 types-s3transfer==0.13.0
     # via boto3-stubs
@@ -812,7 +812,7 @@ urllib3==2.5.0
     #   opensearch-py
     #   requests
     #   responses
-virtualenv==20.33.1
+virtualenv==20.34.0
     # via pre-commit
 websocket-client==1.8.0
     # via localstack-core
@@ -823,7 +823,7 @@ werkzeug==3.1.3
     #   openapi-core
     #   pytest-httpserver
     #   rolo
-wrapt==1.17.2
+wrapt==1.17.3
     # via aws-xray-sdk
 wsproto==1.2.0
     # via hypercorn

From 25196706b50b0ae9a38ac899b34306163f02e381 Mon Sep 17 00:00:00 2001
From: Giovanni Grano <me@giograno.com>
Date: Tue, 19 Aug 2025 10:30:10 +0200
Subject: [PATCH 114/697] Fix make format targets (#13023)

---
 Makefile | 6 ++++--
 1 file changed, 4 insertions(+), 2 deletions(-)

diff --git a/Makefile b/Makefile
index 6a2b829227317..340835293e616 100644
--- a/Makefile
+++ b/Makefile
@@ -132,10 +132,12 @@ check-aws-markers:     		  ## Lightweight check to ensure all AWS tests have pro
 	($(VENV_RUN); python -m pytest --co tests/aws/)
 
 format:            		  ## Run ruff to format the whole codebase
-	($(VENV_RUN); python -m ruff format .; python -m ruff check --output-format=full --fix .)
+	($(VENV_RUN); python -m ruff check --output-format=full --fix .; python -m ruff format .)
 
 format-modified:          ## Run ruff to format only modified code
-	($(VENV_RUN); python -m ruff format `git diff --diff-filter=d --name-only HEAD | grep '\.py$$' | xargs`; python -m ruff check --output-format=full --fix `git diff --diff-filter=d --name-only HEAD | grep '\.py$$' | xargs`)
+	($(VENV_RUN); \
+	  python -m ruff check --output-format=full --fix `git diff --diff-filter=d --name-only HEAD | grep '\.py$$' | xargs`; \
+	  python -m ruff format `git diff --diff-filter=d --name-only HEAD | grep '\.py$$' | xargs`)
 
 init-precommit:    		  ## install te pre-commit hook into your local git repository
 	($(VENV_RUN); pre-commit install)

From 1baa022ef812c7e34924e276af0c92fd014d0565 Mon Sep 17 00:00:00 2001
From: Silvio Vasiljevic <silvio.vasiljevic@gmail.com>
Date: Tue, 19 Aug 2025 10:44:56 +0200
Subject: [PATCH 115/697] Publish service provider mapping on startup (#12740)

---
 .../utils/analytics/service_providers.py      | 19 +++++++++++++++++++
 1 file changed, 19 insertions(+)
 create mode 100644 localstack-core/localstack/utils/analytics/service_providers.py

diff --git a/localstack-core/localstack/utils/analytics/service_providers.py b/localstack-core/localstack/utils/analytics/service_providers.py
new file mode 100644
index 0000000000000..cb242a73f04db
--- /dev/null
+++ b/localstack-core/localstack/utils/analytics/service_providers.py
@@ -0,0 +1,19 @@
+from localstack.runtime import hooks
+
+
+@hooks.on_runtime_ready()
+def publish_provider_assignment():
+    """
+    Publishes the service provider assignment to the analytics service.
+    """
+
+    from localstack.config import SERVICE_PROVIDER_CONFIG
+    from localstack.services.plugins import SERVICE_PLUGINS
+    from localstack.utils.analytics import log
+
+    provider_assignment = {
+        service: f"localstack.aws.provider/{service}:{SERVICE_PROVIDER_CONFIG[service]}"
+        for service in SERVICE_PLUGINS.list_available()
+    }
+
+    log.event("ls_service_provider_assignment", provider_assignment)

From c388ec6108a82c1db674a1c50b6f39475cfb0e25 Mon Sep 17 00:00:00 2001
From: Daniel Fangl <daniel.fangl@localstack.cloud>
Date: Tue, 19 Aug 2025 14:48:12 +0200
Subject: [PATCH 116/697] Migrate from jpype1-ext to jpype1 (#13005)

---
 pyproject.toml            | 4 ++--
 requirements-dev.txt      | 4 ++--
 requirements-runtime.txt  | 4 ++--
 requirements-test.txt     | 4 ++--
 requirements-typehint.txt | 4 ++--
 5 files changed, 10 insertions(+), 10 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index dd8f780cad1aa..9ee408fed33bd 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -89,8 +89,8 @@ runtime = [
     "aws-sam-translator>=1.15.1",
     "crontab>=0.22.6",
     "cryptography>=41.0.5",
-    # allow Python programs full access to Java class libraries. Used for opt-in event ruler.
-    "jpype1-ext>=0.0.1",
+    # allow Python programs full access to Java class libraries. Used for stepfunctions jsonata support
+    "jpype1>=1.6.0",
     "json5>=0.9.11",
     "jsonpath-ng>=1.6.1",
     "jsonpath-rw>=1.4.0",
diff --git a/requirements-dev.txt b/requirements-dev.txt
index 3b42d098a3e18..d33369fcbf564 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -193,7 +193,7 @@ jmespath==1.0.1
     #   botocore
 joserfc==1.2.2
     # via moto-ext
-jpype1-ext==0.0.2
+jpype1==1.6.0
     # via localstack-core
 jsii==1.113.0
     # via
@@ -289,7 +289,7 @@ packaging==25.0
     # via
     #   apispec
     #   build
-    #   jpype1-ext
+    #   jpype1
     #   pytest
     #   pytest-rerunfailures
 pandoc==2.4
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index a1c6295dea8ab..19de03b2f8029 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -141,7 +141,7 @@ jmespath==1.0.1
     #   botocore
 joserfc==1.2.2
     # via moto-ext
-jpype1-ext==0.0.2
+jpype1==1.6.0
     # via localstack-core (pyproject.toml)
 json5==0.12.1
     # via localstack-core (pyproject.toml)
@@ -216,7 +216,7 @@ packaging==25.0
     # via
     #   apispec
     #   build
-    #   jpype1-ext
+    #   jpype1
 parse==1.20.2
     # via openapi-core
 pathable==0.4.4
diff --git a/requirements-test.txt b/requirements-test.txt
index c0d4ee3bc6dac..bd8ce276dbefa 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -177,7 +177,7 @@ jmespath==1.0.1
     #   botocore
 joserfc==1.2.2
     # via moto-ext
-jpype1-ext==0.0.2
+jpype1==1.6.0
     # via localstack-core
 jsii==1.113.0
     # via
@@ -264,7 +264,7 @@ packaging==25.0
     # via
     #   apispec
     #   build
-    #   jpype1-ext
+    #   jpype1
     #   pytest
     #   pytest-rerunfailures
 parse==1.20.2
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index a9b62e32f11ca..3f2bf3b370fd6 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -197,7 +197,7 @@ jmespath==1.0.1
     #   botocore
 joserfc==1.2.2
     # via moto-ext
-jpype1-ext==0.0.2
+jpype1==1.6.0
     # via localstack-core
 jsii==1.113.0
     # via
@@ -499,7 +499,7 @@ packaging==25.0
     # via
     #   apispec
     #   build
-    #   jpype1-ext
+    #   jpype1
     #   pytest
     #   pytest-rerunfailures
 pandoc==2.4

From 1d2682572f4609e13ad93521e322dd664c89fdcb Mon Sep 17 00:00:00 2001
From: Giovanni Grano <me@giograno.com>
Date: Tue, 19 Aug 2025 15:01:37 +0200
Subject: [PATCH 117/697] Re-enable C416 ruff rule (#13025)

---
 localstack-core/localstack/services/lambda_/api_utils.py     | 4 ++--
 localstack-core/localstack/services/s3/models.py             | 2 +-
 .../localstack/utils/analytics/metrics/counter.py            | 5 +----
 pyproject.toml                                               | 1 -
 scripts/capture_notimplemented_responses.py                  | 2 +-
 tests/aws/services/cloudformation/test_template_engine.py    | 2 +-
 tests/unit/utils/test_collections.py                         | 2 +-
 7 files changed, 7 insertions(+), 11 deletions(-)

diff --git a/localstack-core/localstack/services/lambda_/api_utils.py b/localstack-core/localstack/services/lambda_/api_utils.py
index 4e176d676e710..d8f988b04352a 100644
--- a/localstack-core/localstack/services/lambda_/api_utils.py
+++ b/localstack-core/localstack/services/lambda_/api_utils.py
@@ -715,12 +715,12 @@ def validate_layer_runtimes_and_architectures(
 
     if compatible_runtimes and set(compatible_runtimes).difference(ALL_RUNTIMES):
         constraint = f"Member must satisfy enum value set: {VALID_RUNTIMES}"
-        validation_msg = f"Value '[{', '.join([s for s in compatible_runtimes])}]' at 'compatibleRuntimes' failed to satisfy constraint: {constraint}"
+        validation_msg = f"Value '[{', '.join(list(compatible_runtimes))}]' at 'compatibleRuntimes' failed to satisfy constraint: {constraint}"
         validations.append(validation_msg)
 
     if compatible_architectures and set(compatible_architectures).difference(ARCHITECTURES):
         constraint = "[Member must satisfy enum value set: [x86_64, arm64]]"
-        validation_msg = f"Value '[{', '.join([s for s in compatible_architectures])}]' at 'compatibleArchitectures' failed to satisfy constraint: Member must satisfy constraint: {constraint}"
+        validation_msg = f"Value '[{', '.join(list(compatible_architectures))}]' at 'compatibleArchitectures' failed to satisfy constraint: Member must satisfy constraint: {constraint}"
         validations.append(validation_msg)
 
     return validations
diff --git a/localstack-core/localstack/services/s3/models.py b/localstack-core/localstack/services/s3/models.py
index 507572bbf4aed..ba5f0c97429e8 100644
--- a/localstack-core/localstack/services/s3/models.py
+++ b/localstack-core/localstack/services/s3/models.py
@@ -638,7 +638,7 @@ def pop(self, object_key: ObjectKey, default=None) -> S3Object | None:
 
     def values(self, *_, **__) -> list[S3Object | S3DeleteMarker]:
         # we create a shallow copy with dict to avoid size changed during iteration
-        return [value for value in dict(self._store).values()]
+        return list(dict(self._store).values())
 
     def is_empty(self) -> bool:
         return not self._store
diff --git a/localstack-core/localstack/utils/analytics/metrics/counter.py b/localstack-core/localstack/utils/analytics/metrics/counter.py
index 7180a8fb949b9..1a56c1025165a 100644
--- a/localstack-core/localstack/utils/analytics/metrics/counter.py
+++ b/localstack-core/localstack/utils/analytics/metrics/counter.py
@@ -200,10 +200,7 @@ def collect(self) -> list[LabeledCounterPayload]:
                 )
 
             # Create labels dictionary
-            labels_dict = {
-                label_name: label_value
-                for label_name, label_value in zip(self._labels, label_values)
-            }
+            labels_dict = dict(zip(self._labels, label_values))
 
             payload.append(
                 LabeledCounterPayload(
diff --git a/pyproject.toml b/pyproject.toml
index 9ee408fed33bd..0f2174a99ae49 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -213,7 +213,6 @@ ignore = [
     "B024", # TODO x is an abstract base class, but it has no abstract methods
     "B027", # TODO `Server.do_shutdown` is an empty method in an abstract base class, but has no abstract decorator
     "B904", # TODO Within an `except` clause, raise exceptions with `raise ... from err` or `raise ... from None` to distinguish them from errors in exception handling
-    "C416", # TODO Unnecessary `set` comprehension
     "C901", # TODO function is too complex
     "E402", # TODO Module level import not at top of file
     "E501", # E501 Line too long - handled by black, see https://docs.astral.sh/ruff/faq/#is-ruff-compatible-with-black
diff --git a/scripts/capture_notimplemented_responses.py b/scripts/capture_notimplemented_responses.py
index ff6d517d908fd..d983638207c84 100644
--- a/scripts/capture_notimplemented_responses.py
+++ b/scripts/capture_notimplemented_responses.py
@@ -37,7 +37,7 @@
 
 # will only include available services
 response = requests.get("http://localhost:4566/_localstack/health").content.decode("utf-8")
-latest_services_pro = [k for k in json.loads(response).get("services").keys()]
+latest_services_pro = list(json.loads(response).get("services").keys())
 
 exclude_services = {"azure"}
 latest_services_pro = [s for s in latest_services_pro if s not in exclude_services]
diff --git a/tests/aws/services/cloudformation/test_template_engine.py b/tests/aws/services/cloudformation/test_template_engine.py
index b571f784f55ec..529d8321afe4c 100644
--- a/tests/aws/services/cloudformation/test_template_engine.py
+++ b/tests/aws/services/cloudformation/test_template_engine.py
@@ -1210,7 +1210,7 @@ def test_pyplate_param_type_list(self, deploy_cfn_template, aws_client, snapshot
         assert bucket_name_output
 
         tagging = aws_client.s3.get_bucket_tagging(Bucket=bucket_name_output)
-        tags_s3 = [tag for tag in tagging["TagSet"]]
+        tags_s3 = list(tagging["TagSet"])
 
         resp = []
         for tag in tags_s3:
diff --git a/tests/unit/utils/test_collections.py b/tests/unit/utils/test_collections.py
index f751ece2420ff..46ef48873455f 100644
--- a/tests/unit/utils/test_collections.py
+++ b/tests/unit/utils/test_collections.py
@@ -43,7 +43,7 @@ def test_immutable_dict():
     d1 = ImmutableDict({"a": ["b"], "c": 1})
 
     assert dict(d1) == {"a": ["b"], "c": 1}
-    assert {k for k in d1} == {"a", "c"}
+    assert set(d1) == {"a", "c"}
     assert d1["a"] == ["b"]
     assert d1["c"] == 1
     assert len(d1) == 2

From 57a8f2560eac52adbc801ee07bb426d17f486eea Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Tue, 19 Aug 2025 15:53:58 +0200
Subject: [PATCH 118/697] SNS: support passing `MessageGroupId` to non-FIFO
 topic (#13019)

---
 .../localstack/services/sns/provider.py       |  5 +-
 .../localstack/services/sns/publisher.py      | 36 +++++++----
 .../localstack/services/sqs/models.py         |  6 +-
 tests/aws/services/sns/test_sns.py            | 32 ++++++++--
 tests/aws/services/sns/test_sns.snapshot.json | 63 ++++++++++++++-----
 .../aws/services/sns/test_sns.validation.json | 49 +++++++++++++--
 tests/aws/services/sqs/test_sqs.py            |  5 ++
 tests/aws/services/sqs/test_sqs.snapshot.json | 46 +++++++++++++-
 .../aws/services/sqs/test_sqs.validation.json | 20 +++---
 9 files changed, 206 insertions(+), 56 deletions(-)

diff --git a/localstack-core/localstack/services/sns/provider.py b/localstack-core/localstack/services/sns/provider.py
index 34bbf8b540e1f..c6e5380a3e960 100644
--- a/localstack-core/localstack/services/sns/provider.py
+++ b/localstack-core/localstack/services/sns/provider.py
@@ -583,10 +583,7 @@ def publish(
             raise InvalidParameterException(
                 "Invalid parameter: MessageDeduplicationId Reason: The request includes MessageDeduplicationId parameter that is not valid for this topic type"
             )
-        elif message_group_id:
-            raise InvalidParameterException(
-                "Invalid parameter: MessageGroupId Reason: The request includes MessageGroupId parameter that is not valid for this topic type"
-            )
+
         is_endpoint_publish = target_arn and ":endpoint/" in target_arn
         if message_structure == "json":
             try:
diff --git a/localstack-core/localstack/services/sns/publisher.py b/localstack-core/localstack/services/sns/publisher.py
index fc80c03383681..107dd013586f4 100644
--- a/localstack-core/localstack/services/sns/publisher.py
+++ b/localstack-core/localstack/services/sns/publisher.py
@@ -340,19 +340,29 @@ def get_sqs_kwargs(msg_context: SnsMessage, subscriber: SnsSubscription):
 
         # SNS now allows regular non-fifo subscriptions to FIFO topics. Validate that the subscription target is fifo
         # before passing the FIFO-only parameters
-        if subscriber["Endpoint"].endswith(".fifo"):
-            if msg_context.message_group_id:
-                kwargs["MessageGroupId"] = msg_context.message_group_id
-            if msg_context.message_deduplication_id:
-                kwargs["MessageDeduplicationId"] = msg_context.message_deduplication_id
-            elif subscriber["TopicArn"].endswith(".fifo"):
-                # Amazon SNS uses the message body provided to generate a unique hash value to use as the deduplication
-                # ID for each message, so you don't need to set a deduplication ID when you send each message.
-                # https://docs.aws.amazon.com/sns/latest/dg/fifo-message-dedup.html
-                content = msg_context.message_content("sqs")
-                kwargs["MessageDeduplicationId"] = hashlib.sha256(
-                    content.encode("utf-8")
-                ).hexdigest()
+
+        # SNS will only forward the `MessageGroupId` for Fair Queues in some scenarios:
+        # - non-FIFO SNS topic to Fair Queue
+        # - FIFO topic to FIFO queue
+        # It will NOT forward it with FIFO topic to regular Queue (possibly used for internal grouping without relying
+        # on SQS capabilities)
+        if subscriber["TopicArn"].endswith(".fifo"):
+            if subscriber["Endpoint"].endswith(".fifo"):
+                if msg_context.message_group_id:
+                    kwargs["MessageGroupId"] = msg_context.message_group_id
+                if msg_context.message_deduplication_id:
+                    kwargs["MessageDeduplicationId"] = msg_context.message_deduplication_id
+                else:
+                    # SNS uses the message body provided to generate a unique hash value to use as the deduplication ID
+                    # for each message, so you don't need to set a deduplication ID when you send each message.
+                    # https://docs.aws.amazon.com/sns/latest/dg/fifo-message-dedup.html
+                    content = msg_context.message_content("sqs")
+                    kwargs["MessageDeduplicationId"] = hashlib.sha256(
+                        content.encode("utf-8")
+                    ).hexdigest()
+
+        elif msg_context.message_group_id:
+            kwargs["MessageGroupId"] = msg_context.message_group_id
 
         # TODO: for message deduplication, we are using the underlying features of the SQS queue
         # however, SQS queue only deduplicate at the Queue level, where the SNS topic deduplicate on the topic level
diff --git a/localstack-core/localstack/services/sqs/models.py b/localstack-core/localstack/services/sqs/models.py
index 985dd743ed6fc..60387b908eb25 100644
--- a/localstack-core/localstack/services/sqs/models.py
+++ b/localstack-core/localstack/services/sqs/models.py
@@ -771,7 +771,11 @@ def put(
                 f"request includes a parameter that is not valid for this queue type."
             )
 
-        standard_message = SqsMessage(time.time(), message)
+        standard_message = SqsMessage(
+            time.time(),
+            message,
+            message_group_id=message_group_id,
+        )
 
         if visibility_timeout is not None:
             standard_message.visibility_timeout = visibility_timeout
diff --git a/tests/aws/services/sns/test_sns.py b/tests/aws/services/sns/test_sns.py
index a95b936747fec..d627bec62a6ec 100644
--- a/tests/aws/services/sns/test_sns.py
+++ b/tests/aws/services/sns/test_sns.py
@@ -2329,6 +2329,33 @@ def test_publish_sqs_verify_signature(
         # if the verification failed, it would raise `InvalidSignature`
         assert is_valid is None
 
+    @markers.aws.validated
+    def test_publish_message_group_id(
+        self,
+        aws_client,
+        sns_topic,
+        sqs_create_queue,
+        sns_create_sqs_subscription,
+        snapshot,
+    ):
+        topic_arn = sns_topic["Attributes"]["TopicArn"]
+        queue_url = sqs_create_queue()
+        sns_create_sqs_subscription(topic_arn=topic_arn, queue_url=queue_url)
+
+        aws_client.sns.publish(
+            TopicArn=topic_arn,
+            Message="test signature value with attributes",
+            MessageGroupId="my-group-id-1",
+            MessageAttributes={"attr1": {"DataType": "Number", "StringValue": "1"}},
+        )
+        response = aws_client.sqs.receive_message(
+            QueueUrl=queue_url,
+            WaitTimeSeconds=10,
+            AttributeNames=["All"],
+            MessageAttributeNames=["All"],
+        )
+        snapshot.match("messages", response)
+
 
 class TestSNSSubscriptionSQSFifo:
     @markers.aws.validated
@@ -2534,11 +2561,6 @@ def test_validations_for_fifo(
         assert e.match("MessageDeduplicationId")
         snapshot.match("no-msg-dedup-regular-topic", e.value.response)
 
-        with pytest.raises(ClientError) as e:
-            aws_client.sns.publish(TopicArn=topic_arn, Message="test", MessageGroupId=short_uid())
-        assert e.match("MessageGroupId")
-        snapshot.match("no-msg-group-id-regular-topic", e.value.response)
-
     @markers.aws.validated
     @markers.snapshot.skip_snapshot_verify(
         paths=[
diff --git a/tests/aws/services/sns/test_sns.snapshot.json b/tests/aws/services/sns/test_sns.snapshot.json
index 5c2d7f8218b35..eedf12af18ef6 100644
--- a/tests/aws/services/sns/test_sns.snapshot.json
+++ b/tests/aws/services/sns/test_sns.snapshot.json
@@ -2206,7 +2206,7 @@
     }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionSQSFifo::test_message_to_fifo_sqs[True]": {
-    "recorded-date": "07-12-2023, 10:13:37",
+    "recorded-date": "18-08-2025, 16:25:29",
     "recorded-content": {
       "messages": {
         "Messages": [
@@ -2248,7 +2248,7 @@
     }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionSQSFifo::test_message_to_fifo_sqs[False]": {
-    "recorded-date": "07-12-2023, 10:13:41",
+    "recorded-date": "18-08-2025, 16:25:32",
     "recorded-content": {
       "messages": {
         "Messages": [
@@ -2290,7 +2290,7 @@
     }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionSQSFifo::test_validations_for_fifo": {
-    "recorded-date": "24-08-2023, 23:55:19",
+    "recorded-date": "18-08-2025, 16:21:40",
     "recorded-content": {
       "not-fifo-topic": {
         "Error": {
@@ -2357,17 +2357,6 @@
           "HTTPHeaders": {},
           "HTTPStatusCode": 400
         }
-      },
-      "no-msg-group-id-regular-topic": {
-        "Error": {
-          "Code": "InvalidParameter",
-          "Message": "Invalid parameter: MessageGroupId Reason: The request includes MessageGroupId parameter that is not valid for this topic type",
-          "Type": "Sender"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 400
-        }
       }
     }
   },
@@ -3321,7 +3310,7 @@
     }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionSQSFifo::test_fifo_topic_to_regular_sqs[True]": {
-    "recorded-date": "24-08-2023, 23:53:59",
+    "recorded-date": "18-08-2025, 16:18:41",
     "recorded-content": {
       "messages": {
         "Messages": [
@@ -3360,7 +3349,7 @@
     }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionSQSFifo::test_fifo_topic_to_regular_sqs[False]": {
-    "recorded-date": "24-08-2023, 23:54:05",
+    "recorded-date": "18-08-2025, 16:18:46",
     "recorded-content": {
       "messages": {
         "Messages": [
@@ -5223,5 +5212,47 @@
         }
       }
     }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionSQS::test_publish_message_group_id": {
+    "recorded-date": "18-08-2025, 15:21:27",
+    "recorded-content": {
+      "messages": {
+        "Messages": [
+          {
+            "Attributes": {
+              "ApproximateFirstReceiveTimestamp": "timestamp",
+              "ApproximateReceiveCount": "1",
+              "MessageGroupId": "my-group-id-1",
+              "SenderId": "<sender-id>",
+              "SentTimestamp": "timestamp"
+            },
+            "Body": {
+              "Type": "Notification",
+              "MessageId": "<uuid:1>",
+              "TopicArn": "arn:<partition>:sns:<region>:111111111111:<resource:1>",
+              "Message": "test signature value with attributes",
+              "Timestamp": "date",
+              "SignatureVersion": "1",
+              "Signature": "<signature>",
+              "SigningCertURL": "<cert-domain>/SimpleNotificationService-<signing-cert-file:1>",
+              "UnsubscribeURL": "<unsubscribe-domain>/?Action=Unsubscribe&SubscriptionArn=arn:<partition>:sns:<region>:111111111111:<resource:1>:<resource:2>",
+              "MessageAttributes": {
+                "attr1": {
+                  "Type": "Number",
+                  "Value": "1"
+                }
+              }
+            },
+            "MD5OfBody": "<md5-hash>",
+            "MessageId": "<uuid:2>",
+            "ReceiptHandle": "<receipt-handle:1>"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/sns/test_sns.validation.json b/tests/aws/services/sns/test_sns.validation.json
index 04ec06d7594ee..bf6054a476009 100644
--- a/tests/aws/services/sns/test_sns.validation.json
+++ b/tests/aws/services/sns/test_sns.validation.json
@@ -152,6 +152,15 @@
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionSQS::test_publish_batch_messages_without_topic": {
     "last_validated_date": "2023-08-24T21:36:13+00:00"
   },
+  "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionSQS::test_publish_message_group_id": {
+    "last_validated_date": "2025-08-18T15:21:27+00:00",
+    "durations_in_seconds": {
+      "setup": 1.14,
+      "call": 1.56,
+      "teardown": 0.52,
+      "total": 3.22
+    }
+  },
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionSQS::test_publish_sqs_from_sns": {
     "last_validated_date": "2023-08-24T21:36:09+00:00"
   },
@@ -180,16 +189,40 @@
     "last_validated_date": "2023-08-24T21:36:32+00:00"
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionSQSFifo::test_fifo_topic_to_regular_sqs[False]": {
-    "last_validated_date": "2023-08-24T21:54:05+00:00"
+    "last_validated_date": "2025-08-18T16:18:46+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 5.09,
+      "teardown": 0.56,
+      "total": 5.65
+    }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionSQSFifo::test_fifo_topic_to_regular_sqs[True]": {
-    "last_validated_date": "2023-08-24T21:53:59+00:00"
+    "last_validated_date": "2025-08-18T16:18:41+00:00",
+    "durations_in_seconds": {
+      "setup": 0.52,
+      "call": 5.91,
+      "teardown": 0.54,
+      "total": 6.97
+    }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionSQSFifo::test_message_to_fifo_sqs[False]": {
-    "last_validated_date": "2023-11-09T20:12:07+00:00"
+    "last_validated_date": "2025-08-18T16:25:32+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 3.09,
+      "teardown": 0.53,
+      "total": 3.62
+    }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionSQSFifo::test_message_to_fifo_sqs[True]": {
-    "last_validated_date": "2023-11-09T20:12:03+00:00"
+    "last_validated_date": "2025-08-18T16:25:29+00:00",
+    "durations_in_seconds": {
+      "setup": 0.5,
+      "call": 3.81,
+      "teardown": 0.59,
+      "total": 4.9
+    }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionSQSFifo::test_message_to_fifo_sqs_ordering": {
     "last_validated_date": "2025-02-19T01:29:14+00:00"
@@ -216,7 +249,13 @@
     "last_validated_date": "2023-08-24T21:38:14+00:00"
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionSQSFifo::test_validations_for_fifo": {
-    "last_validated_date": "2023-08-24T21:55:19+00:00"
+    "last_validated_date": "2025-08-18T16:21:40+00:00",
+    "durations_in_seconds": {
+      "setup": 0.46,
+      "call": 3.5,
+      "teardown": 1.25,
+      "total": 5.21
+    }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSTopicCrud::test_create_duplicate_topic_check_idempotency": {
     "last_validated_date": "2023-08-24T20:30:47+00:00"
diff --git a/tests/aws/services/sqs/test_sqs.py b/tests/aws/services/sqs/test_sqs.py
index f98165eb58398..bd8645111c43c 100644
--- a/tests/aws/services/sqs/test_sqs.py
+++ b/tests/aws/services/sqs/test_sqs.py
@@ -4782,6 +4782,11 @@ def test_fair_queue_with_message_group_id(self, sqs_queue, aws_sqs_client, snaps
         )
         snapshot.match("send_message", send_result)
 
+        response = aws_sqs_client.receive_message(
+            QueueUrl=sqs_queue, WaitTimeSeconds=5, AttributeNames=["All"]
+        )
+        snapshot.match("get-message-with-deduplication-id", response)
+
 
 @pytest.fixture()
 def sqs_http_client(aws_http_client_factory, region_name):
diff --git a/tests/aws/services/sqs/test_sqs.snapshot.json b/tests/aws/services/sqs/test_sqs.snapshot.json
index a12bcd66e4d94..3438df2015771 100644
--- a/tests/aws/services/sqs/test_sqs.snapshot.json
+++ b/tests/aws/services/sqs/test_sqs.snapshot.json
@@ -3963,7 +3963,7 @@
     }
   },
   "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fair_queue_with_message_group_id[sqs]": {
-    "recorded-date": "30-07-2025, 09:52:06",
+    "recorded-date": "18-08-2025, 15:27:03",
     "recorded-content": {
       "send_message": {
         "MD5OfMessageBody": "78e731027d8fd50ed642340b7c9a63b3",
@@ -3972,11 +3972,32 @@
           "HTTPHeaders": {},
           "HTTPStatusCode": 200
         }
+      },
+      "get-message-with-deduplication-id": {
+        "Messages": [
+          {
+            "Attributes": {
+              "ApproximateFirstReceiveTimestamp": "timestamp",
+              "ApproximateReceiveCount": "1",
+              "MessageGroupId": "test",
+              "SenderId": "<sender-id:1>",
+              "SentTimestamp": "timestamp"
+            },
+            "Body": "message",
+            "MD5OfBody": "78e731027d8fd50ed642340b7c9a63b3",
+            "MessageId": "<uuid:1>",
+            "ReceiptHandle": "<receipt-handle:1>"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
       }
     }
   },
   "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fair_queue_with_message_group_id[sqs_query]": {
-    "recorded-date": "30-07-2025, 09:52:07",
+    "recorded-date": "18-08-2025, 15:27:04",
     "recorded-content": {
       "send_message": {
         "MD5OfMessageBody": "78e731027d8fd50ed642340b7c9a63b3",
@@ -3985,6 +4006,27 @@
           "HTTPHeaders": {},
           "HTTPStatusCode": 200
         }
+      },
+      "get-message-with-deduplication-id": {
+        "Messages": [
+          {
+            "Attributes": {
+              "ApproximateFirstReceiveTimestamp": "timestamp",
+              "ApproximateReceiveCount": "1",
+              "MessageGroupId": "test",
+              "SenderId": "<sender-id:1>",
+              "SentTimestamp": "timestamp"
+            },
+            "Body": "message",
+            "MD5OfBody": "78e731027d8fd50ed642340b7c9a63b3",
+            "MessageId": "<uuid:1>",
+            "ReceiptHandle": "<receipt-handle:1>"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
       }
     }
   },
diff --git a/tests/aws/services/sqs/test_sqs.validation.json b/tests/aws/services/sqs/test_sqs.validation.json
index dfb1743d126f1..78e9d950d1be6 100644
--- a/tests/aws/services/sqs/test_sqs.validation.json
+++ b/tests/aws/services/sqs/test_sqs.validation.json
@@ -117,21 +117,21 @@
     "last_validated_date": "2024-04-30T13:49:31+00:00"
   },
   "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fair_queue_with_message_group_id[sqs]": {
-    "last_validated_date": "2025-07-30T09:52:07+00:00",
+    "last_validated_date": "2025-08-18T15:27:03+00:00",
     "durations_in_seconds": {
-      "setup": 1.2,
-      "call": 0.17,
-      "teardown": 0.18,
-      "total": 1.55
+      "setup": 1.05,
+      "call": 0.28,
+      "teardown": 0.16,
+      "total": 1.49
     }
   },
   "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fair_queue_with_message_group_id[sqs_query]": {
-    "last_validated_date": "2025-07-30T09:52:07+00:00",
+    "last_validated_date": "2025-08-18T15:27:04+00:00",
     "durations_in_seconds": {
-      "setup": 0.18,
-      "call": 0.58,
-      "teardown": 0.19,
-      "total": 0.95
+      "setup": 0.14,
+      "call": 0.56,
+      "teardown": 0.16,
+      "total": 0.86
     }
   },
   "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fifo_change_to_high_throughput_after_creation[sqs]": {

From fc59d6b39590502543897f7a8f19d3cf6fe73982 Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Tue, 19 Aug 2025 17:32:47 +0200
Subject: [PATCH 119/697] S3/ASF parser: fix parsing header `list` shape type
 with multivalue headers (#13022)

---
 .../localstack/aws/protocol/parser.py         |  14 +-
 tests/aws/services/s3/test_s3.py              | 125 ++++++++++++++++++
 tests/aws/services/s3/test_s3.validation.json |   9 ++
 tests/unit/aws/protocol/test_parser.py        |  23 ++++
 4 files changed, 168 insertions(+), 3 deletions(-)

diff --git a/localstack-core/localstack/aws/protocol/parser.py b/localstack-core/localstack/aws/protocol/parser.py
index 1e93ba4322437..fb14d7aa5673e 100644
--- a/localstack-core/localstack/aws/protocol/parser.py
+++ b/localstack-core/localstack/aws/protocol/parser.py
@@ -234,13 +234,21 @@ def _parse_shape(
         if location is not None:
             if location == "header":
                 header_name = shape.serialization.get("name")
-                payload = request.headers.get(header_name)
-                if payload and shape.type_name == "list":
+                if shape.type_name == "list":
                     # headers may contain a comma separated list of values (e.g., the ObjectAttributes member in
                     # s3.GetObjectAttributes), so we prepare it here for the handler, which will be `_parse_list`.
                     # Header lists can contain optional whitespace, so we strip it
                     # https://www.rfc-editor.org/rfc/rfc9110.html#name-lists-rule-abnf-extension
-                    payload = [value.strip() for value in payload.split(",")]
+                    # It can also directly contain a list of headers
+                    # See https://datatracker.ietf.org/doc/html/rfc2616
+                    payload = request.headers.getlist(header_name) or None
+                    if payload:
+                        headers = ",".join(payload)
+                        payload = [value.strip() for value in headers.split(",")]
+
+                else:
+                    payload = request.headers.get(header_name)
+
             elif location == "headers":
                 payload = self._parse_header_map(shape, request.headers)
                 # shapes with the location trait "headers" only contain strings and are not further processed
diff --git a/tests/aws/services/s3/test_s3.py b/tests/aws/services/s3/test_s3.py
index b8661e3ad12a5..e9346ebb1ce5d 100644
--- a/tests/aws/services/s3/test_s3.py
+++ b/tests/aws/services/s3/test_s3.py
@@ -7,6 +7,7 @@
 import json
 import logging
 import os
+import random
 import re
 import shutil
 import tempfile
@@ -22,6 +23,7 @@
 import botocore
 import pytest
 import requests
+import urllib3
 import xmltodict
 from boto3.s3.transfer import KB, TransferConfig
 from botocore import UNSIGNED
@@ -29,6 +31,7 @@
 from botocore.client import Config
 from botocore.exceptions import ClientError
 from localstack_snapshot.snapshots.transformer import RegexTransformer
+from urllib3 import HTTPHeaderDict
 
 import localstack.config
 from localstack import config
@@ -5190,6 +5193,128 @@ def get_xml_content(http_response_content: bytes) -> bytes:
         assert resp.headers.get("Content-Type") is None
         assert resp.headers.get("Content-Length") is None
 
+    @markers.aws.validated
+    def test_response_structure_get_obj_attrs(self, aws_http_client_factory, s3_bucket, aws_client):
+        """
+        Test that the response structure is correct for the S3 API for GetObjectAttributes
+        The order is important for the Java SDK
+        """
+        key_name = "get-obj-attrs"
+        aws_client.s3.put_object(Bucket=s3_bucket, Key=key_name, Body="test")
+        headers = {"x-amz-content-sha256": "UNSIGNED-PAYLOAD"}
+
+        s3_http_client = aws_http_client_factory("s3", signer_factory=SigV4Auth)
+        bucket_url = _bucket_url(s3_bucket)
+
+        possible_attrs = ["StorageClass", "ETag", "ObjectSize", "ObjectParts", "Checksum"]
+
+        # GetObjectAttributes
+        get_object_attributes_url = f"{bucket_url}/{key_name}?attributes"
+        headers["x-amz-object-attributes"] = ",".join(possible_attrs)
+        resp = s3_http_client.get(get_object_attributes_url, headers=headers)
+
+        # shuffle the original list
+        shuffled_attrs = possible_attrs.copy()
+        while shuffled_attrs == possible_attrs:
+            random.shuffle(shuffled_attrs)
+
+        assert shuffled_attrs != possible_attrs
+
+        # check that the order of Attributes in the request should not affect the order in the response
+        headers["x-amz-object-attributes"] = ",".join(shuffled_attrs)
+        resp_randomized = s3_http_client.get(get_object_attributes_url, headers=headers)
+        assert resp_randomized.content == resp.content
+
+        def get_ordered_keys(content: bytes) -> list[str]:
+            resp_dict = xmltodict.parse(content)
+            get_attrs_response = resp_dict["GetObjectAttributesResponse"]
+            get_attrs_response.pop("@xmlns", None)
+            return list(get_attrs_response.keys())
+
+        ordered_keys = get_ordered_keys(resp.content)
+        assert ordered_keys[0] == "ETag"
+        assert ordered_keys[1] == "Checksum"
+        assert ordered_keys[2] == "StorageClass"
+        assert ordered_keys[3] == "ObjectSize"
+
+        # create a Multipart Upload to validate the `ObjectParts` field order
+        multipart_key = "multipart-key"
+        create_multipart = aws_client.s3.create_multipart_upload(
+            Bucket=s3_bucket, Key=multipart_key
+        )
+        upload_id = create_multipart["UploadId"]
+        upload_part = aws_client.s3.upload_part(
+            Bucket=s3_bucket,
+            Key=multipart_key,
+            Body="test",
+            PartNumber=1,
+            UploadId=upload_id,
+        )
+        aws_client.s3.complete_multipart_upload(
+            Bucket=s3_bucket,
+            Key=multipart_key,
+            MultipartUpload={"Parts": [{"ETag": upload_part["ETag"], "PartNumber": 1}]},
+            UploadId=upload_id,
+        )
+
+        get_object_attributes_url = f"{bucket_url}/{multipart_key}?attributes"
+        headers["x-amz-object-attributes"] = ",".join(possible_attrs)
+        resp = s3_http_client.get(get_object_attributes_url, headers=headers)
+        mpu_ordered_keys = get_ordered_keys(resp.content)
+        assert mpu_ordered_keys[0] == "ETag"
+        assert mpu_ordered_keys[1] == "Checksum"
+        assert mpu_ordered_keys[2] == "ObjectParts"
+        assert mpu_ordered_keys[3] == "StorageClass"
+        assert mpu_ordered_keys[4] == "ObjectSize"
+
+    @markers.aws.only_localstack
+    def test_get_obj_attrs_multi_headers_behavior(self, s3_bucket, aws_client, region_name):
+        """
+        The Botocore serializer will by default encode the header list by concatenating it in a comma-separated string
+        Some different serializers, like the Java SDK or Go, will add a header entry for each value.
+        See https://github.com/aws/aws-sdk-go-v2/issues/1620 for example
+        We validate that we can properly parse the request when receiving the following:
+        X-Amz-Object-Attributes: Checksum
+        X-Amz-Object-Attributes: ObjectParts
+
+        Botocore default behavior would be:
+        X-Amz-Object-Attributes: Checksum,ObjectParts
+        """
+        key_name = "get-obj-attrs"
+        aws_client.s3.put_object(Bucket=s3_bucket, Key=key_name, Body="test")
+
+        bucket_url = _bucket_url(s3_bucket)
+
+        def get_urllib_headers_for_attributes(attributes: list[str]) -> HTTPHeaderDict:
+            _headers = mock_aws_request_headers(
+                "s3",
+                aws_access_key_id=TEST_AWS_ACCESS_KEY_ID,
+                region_name=region_name,
+            )
+
+            urllib_headers = HTTPHeaderDict(headers=_headers)
+            for attr in attributes:
+                urllib_headers.add("x-amz-object-attributes", attr)
+            return urllib_headers
+
+        get_object_attributes_url = f"{bucket_url}/{key_name}?attributes"
+
+        possible_attrs = ["StorageClass", "ETag", "ObjectSize", "ObjectParts", "Checksum"]
+        # we use the low level `urllib3` and `HTTPHeaderDict` to make sure the headers are properly serialized
+        # as distinct headers and not a concatenated value
+        headers = get_urllib_headers_for_attributes(possible_attrs)
+        resp = urllib3.request(method="GET", url=get_object_attributes_url, headers=headers)
+
+        resp_dict = xmltodict.parse(resp.data)
+        get_attrs_response = resp_dict["GetObjectAttributesResponse"]
+        get_attrs_response.pop("@xmlns", None)
+        attributes_keys = list(get_attrs_response.keys())
+
+        assert attributes_keys[0] == "ETag"
+        assert attributes_keys[1] == "Checksum"
+        assert attributes_keys[2] == "StorageClass"
+        assert attributes_keys[3] == "ObjectSize"
+
     @markers.aws.validated
     def test_s3_timestamp_precision(self, s3_bucket, aws_client, aws_http_client_factory):
         object_key = "test-key"
diff --git a/tests/aws/services/s3/test_s3.validation.json b/tests/aws/services/s3/test_s3.validation.json
index a1e7d779bc88d..2515de0643734 100644
--- a/tests/aws/services/s3/test_s3.validation.json
+++ b/tests/aws/services/s3/test_s3.validation.json
@@ -317,6 +317,15 @@
   "tests/aws/services/s3/test_s3.py::TestS3::test_response_structure": {
     "last_validated_date": "2025-01-21T18:41:38+00:00"
   },
+  "tests/aws/services/s3/test_s3.py::TestS3::test_response_structure_get_obj_attrs": {
+    "last_validated_date": "2025-08-18T16:12:31+00:00",
+    "durations_in_seconds": {
+      "setup": 0.71,
+      "call": 1.55,
+      "teardown": 1.3,
+      "total": 3.56
+    }
+  },
   "tests/aws/services/s3/test_s3.py::TestS3::test_s3_analytics_configurations": {
     "last_validated_date": "2025-01-21T18:42:41+00:00"
   },
diff --git a/tests/unit/aws/protocol/test_parser.py b/tests/unit/aws/protocol/test_parser.py
index a7b5f8cb61fd0..332d80b0116f0 100644
--- a/tests/unit/aws/protocol/test_parser.py
+++ b/tests/unit/aws/protocol/test_parser.py
@@ -1213,6 +1213,29 @@ def test_restxml_header_list_parsing():
     )
 
 
+def test_restxml_header_list_parsing_with_multiple_header_values():
+    """
+    Tests that list attributes that are encoded into headers are parsed correctly.
+    However, our serializer will by default encode the header list by concatenating it in a comma-separated string
+    Some different serializers, like the Java SDK or Go, will add a header entry for each value.
+    See https://github.com/aws/aws-sdk-go-v2/issues/1620 for example
+    It will send:
+    X-Amz-Object-Attributes: Checksum
+    X-Amz-Object-Attributes: ObjectParts
+    Instead of:
+    X-Amz-Object-Attributes: Checksum,ObjectParts
+    """
+    _botocore_parser_integration_test(
+        service="s3",
+        action="GetObjectAttributes",
+        Bucket="test-bucket",
+        Key="/test-key",
+        ObjectAttributes=["ObjectSize", "StorageClass"],
+        # override serialized headers with a manual list
+        headers={"X-Amz-Object-Attributes": ["ObjectSize", "StorageClass"]},
+    )
+
+
 def test_restxml_header_optional_list_parsing():
     """Tests that non-existing header list attributes are working correctly."""
     # OptionalObjectAttributes (the "x-amz-optional-object-attributes") in ListObjectsV2Request is optional

From 3f463b544cf8b83e7eab512a2f1d26fbf2552a6b Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Tue, 19 Aug 2025 19:51:44 +0200
Subject: [PATCH 120/697] improve Patch utility: add idempotency (#12919)

---
 localstack-core/localstack/utils/patch.py | 10 +++-
 tests/unit/utils/test_patch.py            | 64 +++++++++++++++++++++++
 2 files changed, 72 insertions(+), 2 deletions(-)

diff --git a/localstack-core/localstack/utils/patch.py b/localstack-core/localstack/utils/patch.py
index 90497d852960f..d137b4ac81e2b 100644
--- a/localstack-core/localstack/utils/patch.py
+++ b/localstack-core/localstack/utils/patch.py
@@ -97,19 +97,25 @@ def __init__(self, obj: Any, name: str, new: Any) -> None:
         self.is_applied = False
 
     def apply(self):
+        if self.is_applied:
+            return
+
         if self.old and self.name == "__getattr__":
             raise Exception("You can't patch class types implementing __getattr__")
         if not self.old and self.name != "__getattr__":
             raise AttributeError(f"`{self.obj.__name__}` object has no attribute `{self.name}`")
         setattr(self.obj, self.name, self.new)
-        self.is_applied = True
         Patch.applied_patches.append(self)
+        self.is_applied = True
 
     def undo(self):
+        if not self.is_applied:
+            return
+
         # If we added a method to a class type, we don't have a self.old. We just delete __getattr__
         setattr(self.obj, self.name, self.old) if self.old else delattr(self.obj, self.name)
-        self.is_applied = False
         Patch.applied_patches.remove(self)
+        self.is_applied = False
 
     def __enter__(self):
         self.apply()
diff --git a/tests/unit/utils/test_patch.py b/tests/unit/utils/test_patch.py
index 3b6d2685e4a17..60c65e4105cd6 100644
--- a/tests/unit/utils/test_patch.py
+++ b/tests/unit/utils/test_patch.py
@@ -228,3 +228,67 @@ def do_echo(self, arg):
         @patch(MyEchoer.new_echo)
         def new_echo(self, *args):
             pass
+
+
+def test_idempotency():
+    def monkey(self, *args):
+        return f"monkey: {args[-1]}"
+
+    with Patch.function(MyEchoer.do_echo, monkey) as patch_1:
+        patch_1.apply()
+
+        assert len([p for p in Patch.applied_patches if p is patch_1]) == 1
+
+
+def test_multiple_patches_same_target_sequentially():
+    def _new_echo(fn, *args):
+        return fn(*args) + " new"
+
+    def _newer_echo(fn, *args):
+        return fn(*args) + " newer"
+
+    with Patch.function(echo, _new_echo):
+        with Patch.function(echo, _newer_echo):
+            assert echo("foo") == "echo: foo new newer"
+
+    assert echo("foo") == "echo: foo"
+
+
+@pytest.mark.xfail(reason="Not yet working: it removes all patches")
+def test_multiple_patches_same_target_sequentially_undone():
+    def _new_echo(fn, *args):
+        return fn(*args) + " new"
+
+    def _newer_echo(fn, *args):
+        return fn(*args) + " newer"
+
+    patch_1 = Patch.function(echo, _new_echo)
+    patch_1.apply()
+    assert echo("foo") == "echo: foo new"
+
+    patch_2 = Patch.function(echo, _newer_echo)
+    patch_2.apply()
+    assert echo("foo") == "echo: foo new newer"
+
+    patch_1.undo()
+    assert echo("foo") == "echo: foo newer"
+
+
+@pytest.mark.xfail(reason="Not yet working: it only applies latest")
+def test_multiple_patches_same_target_apply_concurrently():
+    def test_echo(arg):
+        return f"echo: {arg}"
+
+    def _new_echo(fn, *args):
+        return fn(*args) + " new"
+
+    def _newer_echo(fn, *args):
+        return fn(*args) + " newer"
+
+    patch1 = Patch.function(test_echo, _new_echo)
+    patch2 = Patch.function(test_echo, _newer_echo)
+
+    patch1.apply()
+    patch2.apply()
+
+    assert test_echo("foo") == "echo: foo new newer"

From 2d9d65ce3416df7df7eb617e8159b13150492c25 Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Thu, 14 Aug 2025 16:13:37 +0100
Subject: [PATCH 121/697] CFNV2: Fix remaining transform tests (#13010)

---
 .../engine/v2/change_set_model.py             | 43 ++++++++++++++--
 .../engine/v2/change_set_model_transform.py   | 18 +++++++
 .../engine/v2/change_set_model_validator.py   | 18 +++++++
 .../services/cloudformation/v2/provider.py    |  9 +++-
 .../cloudformation/api/test_stacks.py         |  1 -
 .../cloudformation/api/test_transformers.py   |  1 -
 .../cloudformation/engine/test_mappings.py    | 51 +------------------
 .../cloudformation/resources/test_events.py   |  3 --
 8 files changed, 84 insertions(+), 60 deletions(-)

diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py
index 06bfb47605e7c..38ecadbf1361d 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py
@@ -70,6 +70,9 @@ def parent_change_type_of(children: list[Maybe[ChangeSetEntity]]):
     change_types = [c.change_type for c in children if not is_nothing(c)]
     if not change_types:
         return ChangeType.UNCHANGED
+    # TODO: rework this logic. Currently if any values are different then we consider it
+    #  modified, but e.g. if everything is unchanged or created, the result should probably be
+    #  "created"
     first_type = change_types[0]
     if all(ct == first_type for ct in change_types):
         return first_type
@@ -152,7 +155,7 @@ def to_change_action(self) -> ChangeAction:
 
 class ChangeSetEntity(abc.ABC):
     scope: Final[Scope]
-    change_type: Final[ChangeType]
+    change_type: ChangeType
 
     def __init__(self, scope: Scope, change_type: ChangeType):
         self.scope = scope
@@ -1097,10 +1100,44 @@ def _visit_resource(
                 after_update_replace_policy,
             )
 
+        fn_transform = Nothing
+        scope_fn_transform, (before_fn_transform_args, after_fn_transform_args) = (
+            self._safe_access_in(scope, FnTransform, before_resource, after_resource)
+        )
+        if not is_nothing(before_fn_transform_args) or not is_nothing(after_fn_transform_args):
+            if scope_fn_transform.count(FnTransform) > 1:
+                raise RuntimeError(
+                    "Invalid: Fn::Transforms cannot be nested inside another Fn::Transform"
+                )
+            path = "$" + ".".join(scope_fn_transform.split("/")[:-1])
+            before_siblings = extract_jsonpath(self._before_template, path)
+            after_siblings = extract_jsonpath(self._after_template, path)
+            arguments_scope = scope.open_scope("args")
+            arguments = self._visit_value(
+                scope=arguments_scope,
+                before_value=before_fn_transform_args,
+                after_value=after_fn_transform_args,
+            )
+            fn_transform = NodeIntrinsicFunctionFnTransform(
+                scope=scope_fn_transform,
+                change_type=ChangeType.MODIFIED,  # TODO
+                arguments=arguments,  # TODO
+                intrinsic_function=FnTransform,
+                before_siblings=before_siblings,
+                after_siblings=after_siblings,
+            )
+
         change_type = change_type_of(
             before_resource,
             after_resource,
-            [properties, condition_reference, depends_on, deletion_policy, update_replace_policy],
+            [
+                properties,
+                condition_reference,
+                depends_on,
+                deletion_policy,
+                update_replace_policy,
+                fn_transform,
+            ],
         )
         requires_replacement = self._resolve_requires_replacement(
             node_properties=properties, resource_type=terminal_value_type
@@ -1116,7 +1153,7 @@ def _visit_resource(
             requires_replacement=requires_replacement,
             deletion_policy=deletion_policy,
             update_replace_policy=update_replace_policy,
-            fn_transform=Nothing,  # TODO
+            fn_transform=fn_transform,
         )
         self._visited_scopes[scope] = node_resource
         return node_resource
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_transform.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_transform.py
index f5bdfaad50c37..f957c2327cd5c 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_transform.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_transform.py
@@ -24,6 +24,7 @@
     NodeIntrinsicFunction,
     NodeIntrinsicFunctionFnTransform,
     NodeProperties,
+    NodeResource,
     NodeResources,
     NodeTransform,
     Nothing,
@@ -364,6 +365,14 @@ def visit_node_properties(
 
         return super().visit_node_properties(node_properties=node_properties)
 
+    def visit_node_resource(self, node_resource: NodeResource) -> PreprocEntityDelta:
+        if not is_nothing(node_resource.fn_transform):
+            self.visit_node_intrinsic_function_fn_transform(
+                node_intrinsic_function=node_resource.fn_transform
+            )
+
+        return super().visit_node_resource(node_resource)
+
     def visit_node_resources(self, node_resources: NodeResources) -> PreprocEntityDelta:
         if not is_nothing(node_resources.fn_transform):
             self.visit_node_intrinsic_function_fn_transform(
@@ -461,3 +470,12 @@ def visit_node_intrinsic_function_fn_split(
             return super().visit_node_intrinsic_function_fn_split(node_intrinsic_function)
         except RuntimeError:
             return self.visit(node_intrinsic_function.arguments)
+
+    def visit_node_intrinsic_function_fn_select(
+        self, node_intrinsic_function: NodeIntrinsicFunction
+    ) -> PreprocEntityDelta:
+        try:
+            # If an argument is a Parameter it should be resolved, any other case, ignore it
+            return super().visit_node_intrinsic_function_fn_select(node_intrinsic_function)
+        except RuntimeError:
+            return self.visit(node_intrinsic_function.arguments)
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_validator.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_validator.py
index 8130cfca5c30e..4c1ad5111208d 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_validator.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_validator.py
@@ -147,3 +147,21 @@ def visit_node_intrinsic_function_fn_transform(
         # Function is already resolved in the template reaching this point
         # But transformation is still present in update model
         return self.visit(node_intrinsic_function.arguments)
+
+    def visit_node_intrinsic_function_fn_split(
+        self, node_intrinsic_function: NodeIntrinsicFunction
+    ) -> PreprocEntityDelta:
+        try:
+            # If an argument is a Parameter it should be resolved, any other case, ignore it
+            return super().visit_node_intrinsic_function_fn_split(node_intrinsic_function)
+        except RuntimeError:
+            return self.visit(node_intrinsic_function.arguments)
+
+    def visit_node_intrinsic_function_fn_select(
+        self, node_intrinsic_function: NodeIntrinsicFunction
+    ) -> PreprocEntityDelta:
+        try:
+            # If an argument is a Parameter it should be resolved, any other case, ignore it
+            return super().visit_node_intrinsic_function_fn_select(node_intrinsic_function)
+        except RuntimeError:
+            return self.visit(node_intrinsic_function.arguments)
diff --git a/localstack-core/localstack/services/cloudformation/v2/provider.py b/localstack-core/localstack/services/cloudformation/v2/provider.py
index 49be3ca7d7cbf..2b021268dd64b 100644
--- a/localstack-core/localstack/services/cloudformation/v2/provider.py
+++ b/localstack-core/localstack/services/cloudformation/v2/provider.py
@@ -353,6 +353,11 @@ def _setup_change_set_model(
         )
         validator.validate()
 
+        # hacky
+        if transform := raw_update_model.node_template.transform:
+            if transform.global_transforms:
+                # global transforms should always be considered "MODIFIED"
+                update_model.node_template.change_type = ChangeType.MODIFIED
         change_set.set_update_model(update_model)
         change_set.processed_template = transformed_after_template
 
@@ -1406,7 +1411,7 @@ def update_stack(
         # TODO: some changes are only detectable at runtime; consider using
         #       the ChangeSetModelDescriber, or a new custom visitors, to
         #       pick-up on runtime changes.
-        if change_set.update_model.node_template.change_type == ChangeType.UNCHANGED:
+        if not change_set.has_changes():
             raise ValidationError("No updates are to be performed.")
 
         stack.set_stack_status(StackStatus.UPDATE_IN_PROGRESS)
@@ -1497,7 +1502,7 @@ def delete_stack(
         )  # noqa
         self._setup_change_set_model(
             change_set=change_set,
-            before_template=stack.template,
+            before_template=stack.processed_template,
             after_template=None,
             before_parameters=stack.resolved_parameters,
             after_parameters=None,
diff --git a/tests/aws/services/cloudformation/api/test_stacks.py b/tests/aws/services/cloudformation/api/test_stacks.py
index 7e15e4cb99172..c824601fa0a07 100644
--- a/tests/aws/services/cloudformation/api/test_stacks.py
+++ b/tests/aws/services/cloudformation/api/test_stacks.py
@@ -295,7 +295,6 @@ def test_update_stack_with_same_template_withoutchange(
 
         snapshot.match("no_change_exception", ctx.value.response)
 
-    @skip_if_v2_provider("Transform")
     @markers.aws.validated
     def test_update_stack_with_same_template_withoutchange_transformation(
         self, deploy_cfn_template, aws_client
diff --git a/tests/aws/services/cloudformation/api/test_transformers.py b/tests/aws/services/cloudformation/api/test_transformers.py
index 201a29e7410bb..e9e7ea96432b2 100644
--- a/tests/aws/services/cloudformation/api/test_transformers.py
+++ b/tests/aws/services/cloudformation/api/test_transformers.py
@@ -128,7 +128,6 @@ def test_transformer_property_level(deploy_cfn_template, s3_bucket, aws_client,
     snapshot.match("processed_template", processed_template)
 
 
-@skip_if_v2_provider("Transform")
 @markers.aws.validated
 def test_transformer_individual_resource_level(deploy_cfn_template, s3_bucket, aws_client):
     api_spec = textwrap.dedent("""
diff --git a/tests/aws/services/cloudformation/engine/test_mappings.py b/tests/aws/services/cloudformation/engine/test_mappings.py
index 00275b6edd93f..e50e0f5db328f 100644
--- a/tests/aws/services/cloudformation/engine/test_mappings.py
+++ b/tests/aws/services/cloudformation/engine/test_mappings.py
@@ -2,10 +2,9 @@
 
 import pytest
 from botocore.exceptions import ClientError
-from tests.aws.services.cloudformation.conftest import skip_if_v1_provider, skip_if_v2_provider
+from tests.aws.services.cloudformation.conftest import skip_if_v1_provider
 
 from localstack.testing.pytest import markers
-from localstack.testing.pytest.fixtures import StackDeployError
 from localstack.utils.files import load_file
 from localstack.utils.strings import short_uid
 
@@ -70,29 +69,6 @@ def test_mapping_with_nonexisting_key(self, aws_client, cleanups, snapshot):
             )
         snapshot.match("mapping_nonexisting_key_exc", e.value.response)
 
-    @skip_if_v2_provider("Validation", reason="replaced with v2 test below")
-    @markers.aws.only_localstack
-    def test_async_mapping_error_first_level(self, deploy_cfn_template):
-        """
-        We don't (yet) support validating mappings synchronously in `create_changeset` like AWS does, however
-        we don't fail with a good error message at all. This test ensures that the deployment fails with a
-        nicer error message than a Python traceback about "`None` has no attribute `get`".
-        """
-        topic_name = f"test-topic-{short_uid()}"
-        with pytest.raises(StackDeployError) as exc_info:
-            deploy_cfn_template(
-                template_path=os.path.join(
-                    THIS_DIR,
-                    "../../../templates/mappings/simple-mapping.yaml",
-                ),
-                parameters={
-                    "TopicName": topic_name,
-                    "TopicNameSuffixSelector": "C",
-                },
-            )
-
-        assert "Cannot find map key 'C' in mapping 'TopicSuffixMap'" in str(exc_info.value)
-
     @markers.aws.validated
     @skip_if_v1_provider("V1 provider is not in parity with AWS")
     def test_async_mapping_error_first_level_v2(self, aws_client, snapshot):
@@ -120,31 +96,6 @@ def test_async_mapping_error_first_level_v2(self, aws_client, snapshot):
 
         snapshot.match("error", exc_info.value)
 
-    @skip_if_v2_provider("Validation", reason="replaced with v2 test below")
-    @markers.aws.only_localstack
-    def test_async_mapping_error_second_level(self, deploy_cfn_template):
-        """
-        Similar to the `test_async_mapping_error_first_level` test above, but
-        checking the second level of mapping lookup
-        """
-        topic_name = f"test-topic-{short_uid()}"
-        with pytest.raises(StackDeployError) as exc_info:
-            deploy_cfn_template(
-                template_path=os.path.join(
-                    THIS_DIR,
-                    "../../../templates/mappings/simple-mapping.yaml",
-                ),
-                parameters={
-                    "TopicName": topic_name,
-                    "TopicNameSuffixSelector": "A",
-                    "TopicAttributeSelector": "NotValid",
-                },
-            )
-
-        assert "Cannot find map key 'NotValid' in mapping 'TopicSuffixMap' under key 'A'" in str(
-            exc_info.value
-        )
-
     @markers.aws.validated
     @skip_if_v1_provider("V1 provider is not in parity with AWS")
     def test_async_mapping_error_second_level_v2(self, aws_client, snapshot):
diff --git a/tests/aws/services/cloudformation/resources/test_events.py b/tests/aws/services/cloudformation/resources/test_events.py
index ae79ed5c55d85..e8eb95e232c1f 100644
--- a/tests/aws/services/cloudformation/resources/test_events.py
+++ b/tests/aws/services/cloudformation/resources/test_events.py
@@ -2,8 +2,6 @@
 import logging
 import os
 
-from tests.aws.services.cloudformation.conftest import skip_if_v2_provider
-
 from localstack.testing.pytest import markers
 from localstack.utils.strings import short_uid
 from localstack.utils.sync import wait_until
@@ -105,7 +103,6 @@ def test_eventbus_policy_statement(deploy_cfn_template, aws_client):
     assert event_bus_name in statement["Resource"]
 
 
-@skip_if_v2_provider("Other")
 @markers.aws.validated
 def test_event_rule_to_logs(deploy_cfn_template, aws_client):
     event_rule_name = f"event-rule-{short_uid()}"

From b990f66ed68ca1058404cf1830bd63e5be20bf5d Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Tue, 19 Aug 2025 19:09:04 +0100
Subject: [PATCH 122/697] CFNV2: implement NoEcho support (#13011)

---
 .../services/cloudformation/v2/provider.py    |  82 +++++-----
 .../services/cloudformation/v2/types.py       |   1 +
 .../cloudformation/api/test_stacks.py         |  28 +++-
 .../api/test_stacks.snapshot.json             | 149 +++++++++++++++++-
 .../api/test_stacks.validation.json           |   8 +-
 .../cloudformation/api/test_transformers.py   |   4 -
 6 files changed, 216 insertions(+), 56 deletions(-)

diff --git a/localstack-core/localstack/services/cloudformation/v2/provider.py b/localstack-core/localstack/services/cloudformation/v2/provider.py
index 2b021268dd64b..ee795a50e9e94 100644
--- a/localstack-core/localstack/services/cloudformation/v2/provider.py
+++ b/localstack-core/localstack/services/cloudformation/v2/provider.py
@@ -226,7 +226,10 @@ def _resolve_parameters(
             given_value = parameters.get(name)
             default_value = parameter.get("Default")
             resolved_parameter = EngineParameter(
-                type_=parameter["Type"], given_value=given_value, default_value=default_value
+                type_=parameter["Type"],
+                given_value=given_value,
+                default_value=default_value,
+                no_echo=parameter.get("NoEcho"),
             )
 
             # TODO: support other parameter types
@@ -501,9 +504,7 @@ def create_change_set(
             change_set.set_execution_status(ExecutionStatus.UNAVAILABLE)
             change_set.status_reason = "The submitted information didn't contain changes. Submit different information to create a change set."
         else:
-            if stack.status in [StackStatus.CREATE_COMPLETE, StackStatus.UPDATE_COMPLETE]:
-                stack.set_stack_status(StackStatus.UPDATE_IN_PROGRESS)
-            else:
+            if stack.status not in [StackStatus.CREATE_COMPLETE, StackStatus.UPDATE_COMPLETE]:
                 stack.set_stack_status(StackStatus.REVIEW_IN_PROGRESS)
 
             change_set.set_change_set_status(ChangeSetStatus.CREATE_COMPLETE)
@@ -600,42 +601,6 @@ def _run(*args):
 
         return ExecuteChangeSetOutput()
 
-    def _describe_change_set(
-        self, change_set: ChangeSet, include_property_values: bool
-    ) -> DescribeChangeSetOutput:
-        # TODO: The ChangeSetModelDescriber currently matches AWS behavior by listing
-        #       resource changes in the order they appear in the template. However, when
-        #       a resource change is triggered indirectly (e.g., via Ref or GetAtt), the
-        #       dependency's change appears first in the list.
-        #       Snapshot tests using the `capture_update_process` fixture rely on a
-        #       normalizer to account for this ordering. This should be removed in the
-        #       future by enforcing a consistently correct change ordering at the source.
-        change_set_describer = ChangeSetModelDescriber(
-            change_set=change_set, include_property_values=include_property_values
-        )
-        changes: Changes = change_set_describer.get_changes()
-
-        result = DescribeChangeSetOutput(
-            Status=change_set.status,
-            ChangeSetId=change_set.change_set_id,
-            ChangeSetName=change_set.change_set_name,
-            ExecutionStatus=change_set.execution_status,
-            RollbackConfiguration=RollbackConfiguration(),
-            StackId=change_set.stack.stack_id,
-            StackName=change_set.stack.stack_name,
-            CreationTime=change_set.creation_time,
-            Changes=changes,
-            Capabilities=change_set.stack.capabilities,
-            StatusReason=change_set.status_reason,
-            Description=change_set.description,
-            # TODO: static information
-            IncludeNestedStacks=False,
-            NotificationARNs=[],
-        )
-        if change_set.resolved_parameters:
-            result["Parameters"] = self._render_resolved_parameters(change_set.resolved_parameters)
-        return result
-
     @staticmethod
     def _render_resolved_parameters(
         resolved_parameters: dict[str, EngineParameter],
@@ -649,6 +614,10 @@ def _render_resolved_parameters(
             )
             if resolved_value := resolved_parameter.get("resolved_value"):
                 parameter["ResolvedValue"] = resolved_value
+
+            # TODO :what happens to the resolved value?
+            if resolved_parameter.get("no_echo", False):
+                parameter["ParameterValue"] = "****"
             result.append(parameter)
 
         return result
@@ -670,9 +639,38 @@ def describe_change_set(
 
         if not change_set:
             raise ChangeSetNotFoundException(f"ChangeSet [{change_set_name}] does not exist")
-        result = self._describe_change_set(
-            change_set=change_set, include_property_values=include_property_values or False
+
+        # TODO: The ChangeSetModelDescriber currently matches AWS behavior by listing
+        #       resource changes in the order they appear in the template. However, when
+        #       a resource change is triggered indirectly (e.g., via Ref or GetAtt), the
+        #       dependency's change appears first in the list.
+        #       Snapshot tests using the `capture_update_process` fixture rely on a
+        #       normalizer to account for this ordering. This should be removed in the
+        #       future by enforcing a consistently correct change ordering at the source.
+        change_set_describer = ChangeSetModelDescriber(
+            change_set=change_set, include_property_values=include_property_values
         )
+        changes: Changes = change_set_describer.get_changes()
+
+        result = DescribeChangeSetOutput(
+            Status=change_set.status,
+            ChangeSetId=change_set.change_set_id,
+            ChangeSetName=change_set.change_set_name,
+            ExecutionStatus=change_set.execution_status,
+            RollbackConfiguration=RollbackConfiguration(),
+            StackId=change_set.stack.stack_id,
+            StackName=change_set.stack.stack_name,
+            CreationTime=change_set.creation_time,
+            Changes=changes,
+            Capabilities=change_set.stack.capabilities,
+            StatusReason=change_set.status_reason,
+            Description=change_set.description,
+            # TODO: static information
+            IncludeNestedStacks=False,
+            NotificationARNs=[],
+        )
+        if change_set.resolved_parameters:
+            result["Parameters"] = self._render_resolved_parameters(change_set.resolved_parameters)
         return result
 
     @handler("DeleteChangeSet")
diff --git a/localstack-core/localstack/services/cloudformation/v2/types.py b/localstack-core/localstack/services/cloudformation/v2/types.py
index ec5159668c493..434e7c23a15c8 100644
--- a/localstack-core/localstack/services/cloudformation/v2/types.py
+++ b/localstack-core/localstack/services/cloudformation/v2/types.py
@@ -13,6 +13,7 @@ class EngineParameter(TypedDict):
     given_value: NotRequired[str | None]
     resolved_value: NotRequired[str | None]
     default_value: NotRequired[str | None]
+    no_echo: NotRequired[bool | None]
 
 
 def engine_parameter_value(parameter: EngineParameter) -> str:
diff --git a/tests/aws/services/cloudformation/api/test_stacks.py b/tests/aws/services/cloudformation/api/test_stacks.py
index c824601fa0a07..0b9383edf81a0 100644
--- a/tests/aws/services/cloudformation/api/test_stacks.py
+++ b/tests/aws/services/cloudformation/api/test_stacks.py
@@ -11,7 +11,6 @@
 from localstack_snapshot.snapshots.transformer import SortingTransformer
 from tests.aws.services.cloudformation.conftest import (
     skip_if_v1_provider,
-    skip_if_v2_provider,
     skipped_v2_items,
 )
 
@@ -1032,7 +1031,6 @@ def test_stack_deletion_order(
     snapshot.match("all-events", to_snapshot)
 
 
-@skip_if_v2_provider("DescribeStack")
 @markers.snapshot.skip_snapshot_verify(
     paths=[
         # TODO: this property is present in the response from LocalStack when
@@ -1047,6 +1045,10 @@ def test_stack_deletion_order(
         "$..ResourceChange",
         "$..StackResourceDetail.Metadata",
     ]
+    + skipped_v2_items(
+        "$..Stacks..Outputs..Description",
+        "$..StackResourceDetail.DriftInformation",
+    )
 )
 @markers.aws.validated
 def test_no_echo_parameter(snapshot, aws_client, deploy_cfn_template):
@@ -1082,6 +1084,28 @@ def test_no_echo_parameter(snapshot, aws_client, deploy_cfn_template):
             describe_stack_resource_details,
         )
 
+    # create a change set
+    change_set_name = f"CreateChangeSetSecretParameterValue-{short_uid()}"
+    aws_client.cloudformation.create_change_set(
+        StackName=stack_name,
+        TemplateBody=template,
+        ChangeSetName=change_set_name,
+        Parameters=[
+            {"ParameterKey": "SecretParameter", "ParameterValue": "NewSecretValue1"},
+        ],
+    )
+    aws_client.cloudformation.get_waiter("change_set_create_complete").wait(
+        StackName=stack_name,
+        ChangeSetName=change_set_name,
+    )
+    change_sets = aws_client.cloudformation.describe_change_set(
+        StackName=stack_id,
+        ChangeSetName=change_set_name,
+    )
+    snapshot.match("describe_change_set_on_create_complete", change_sets)
+    describe_stacks = aws_client.cloudformation.describe_stacks(StackName=stack_id)
+    snapshot.match("describe_stack_on_create_complete", describe_stacks)
+
     # Update stack via update_stack (and change the value of SecretParameter)
     aws_client.cloudformation.update_stack(
         StackName=stack_name,
diff --git a/tests/aws/services/cloudformation/api/test_stacks.snapshot.json b/tests/aws/services/cloudformation/api/test_stacks.snapshot.json
index 9872036b69c08..e2fc9fcc6d750 100644
--- a/tests/aws/services/cloudformation/api/test_stacks.snapshot.json
+++ b/tests/aws/services/cloudformation/api/test_stacks.snapshot.json
@@ -1573,7 +1573,7 @@
     }
   },
   "tests/aws/services/cloudformation/api/test_stacks.py::test_no_echo_parameter": {
-    "recorded-date": "19-12-2024, 11:35:19",
+    "recorded-date": "15-08-2025, 12:01:58",
     "recorded-content": {
       "describe_stacks": {
         "Stacks": [
@@ -1646,6 +1646,141 @@
           "HTTPStatusCode": 200
         }
       },
+      "describe_change_set_on_create_complete": {
+        "Capabilities": [],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "ChangeSetName": "<change-set-name:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Modify",
+              "Details": [
+                {
+                  "CausingEntity": "SecretParameter",
+                  "ChangeSource": "ParameterReference",
+                  "Evaluation": "Static",
+                  "Target": {
+                    "Attribute": "Metadata",
+                    "RequiresRecreation": "Never"
+                  }
+                },
+                {
+                  "CausingEntity": "SecretParameter",
+                  "ChangeSource": "ParameterReference",
+                  "Evaluation": "Static",
+                  "Target": {
+                    "Attribute": "Properties",
+                    "Name": "Tags",
+                    "RequiresRecreation": "Never"
+                  }
+                },
+                {
+                  "ChangeSource": "DirectModification",
+                  "Evaluation": "Dynamic",
+                  "Target": {
+                    "Attribute": "Metadata",
+                    "RequiresRecreation": "Never"
+                  }
+                },
+                {
+                  "ChangeSource": "DirectModification",
+                  "Evaluation": "Dynamic",
+                  "Target": {
+                    "Attribute": "Properties",
+                    "Name": "Tags",
+                    "RequiresRecreation": "Never"
+                  }
+                }
+              ],
+              "LogicalResourceId": "LocalBucket",
+              "PhysicalResourceId": "cfn-noecho-bucket",
+              "Replacement": "False",
+              "ResourceType": "AWS::S3::Bucket",
+              "Scope": [
+                "Metadata",
+                "Properties"
+              ]
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "NormalParameter",
+            "ParameterValue": "Some default value here"
+          },
+          {
+            "ParameterKey": "SecretParameter",
+            "ParameterValue": "****"
+          },
+          {
+            "ParameterKey": "SecretParameterWithDefault",
+            "ParameterValue": "****"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe_stack_on_create_complete": {
+        "Stacks": [
+          {
+            "Capabilities": [
+              "CAPABILITY_AUTO_EXPAND",
+              "CAPABILITY_IAM",
+              "CAPABILITY_NAMED_IAM"
+            ],
+            "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+            "CreationTime": "datetime",
+            "DisableRollback": false,
+            "DriftInformation": {
+              "StackDriftStatus": "NOT_CHECKED"
+            },
+            "EnableTerminationProtection": false,
+            "LastUpdatedTime": "datetime",
+            "NotificationARNs": [],
+            "Outputs": [
+              {
+                "Description": "Secret value from parameter",
+                "OutputKey": "SecretValue",
+                "OutputValue": "SecretValue"
+              }
+            ],
+            "Parameters": [
+              {
+                "ParameterKey": "NormalParameter",
+                "ParameterValue": "Some default value here"
+              },
+              {
+                "ParameterKey": "SecretParameter",
+                "ParameterValue": "****"
+              },
+              {
+                "ParameterKey": "SecretParameterWithDefault",
+                "ParameterValue": "****"
+              }
+            ],
+            "RollbackConfiguration": {},
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "StackStatus": "CREATE_COMPLETE",
+            "Tags": []
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
       "describe_updated_stacks": {
         "Stacks": [
           {
@@ -1697,8 +1832,8 @@
       },
       "describe_updated_change_set": {
         "Capabilities": [],
-        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
-        "ChangeSetName": "<change-set-name:1>",
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:4>",
+        "ChangeSetName": "<change-set-name:2>",
         "Changes": [
           {
             "ResourceChange": {
@@ -1831,8 +1966,8 @@
       },
       "describe_updated_change_set_no_echo_true": {
         "Capabilities": [],
-        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:4>",
-        "ChangeSetName": "<change-set-name:2>",
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:5>",
+        "ChangeSetName": "<change-set-name:3>",
         "Changes": [
           {
             "ResourceChange": {
@@ -1965,8 +2100,8 @@
       },
       "describe_updated_change_set_no_echo_false": {
         "Capabilities": [],
-        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:5>",
-        "ChangeSetName": "<change-set-name:3>",
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:6>",
+        "ChangeSetName": "<change-set-name:4>",
         "Changes": [
           {
             "ResourceChange": {
diff --git a/tests/aws/services/cloudformation/api/test_stacks.validation.json b/tests/aws/services/cloudformation/api/test_stacks.validation.json
index eb69c806566f1..c8326c843155a 100644
--- a/tests/aws/services/cloudformation/api/test_stacks.validation.json
+++ b/tests/aws/services/cloudformation/api/test_stacks.validation.json
@@ -75,7 +75,13 @@
     "last_validated_date": "2024-03-26T17:59:43+00:00"
   },
   "tests/aws/services/cloudformation/api/test_stacks.py::test_no_echo_parameter": {
-    "last_validated_date": "2024-12-19T11:35:15+00:00"
+    "last_validated_date": "2025-08-15T12:01:58+00:00",
+    "durations_in_seconds": {
+      "setup": 1.28,
+      "call": 67.64,
+      "teardown": 4.43,
+      "total": 73.35
+    }
   },
   "tests/aws/services/cloudformation/api/test_stacks.py::test_no_parameters_given": {
     "last_validated_date": "2025-07-31T16:12:14+00:00",
diff --git a/tests/aws/services/cloudformation/api/test_transformers.py b/tests/aws/services/cloudformation/api/test_transformers.py
index e9e7ea96432b2..71fc8594b1017 100644
--- a/tests/aws/services/cloudformation/api/test_transformers.py
+++ b/tests/aws/services/cloudformation/api/test_transformers.py
@@ -72,10 +72,6 @@ def test_duplicate_resources(deploy_cfn_template, s3_bucket, snapshot, aws_clien
     snapshot.match("api-resources", resources)
 
 
-@skip_if_v2_provider(
-    "AWS::Include",
-    reason="The transformation is run however the physical resource id for the resource is not available",
-)
 @markers.aws.validated
 def test_transformer_property_level(deploy_cfn_template, s3_bucket, aws_client, snapshot):
     api_spec = textwrap.dedent("""

From fc14ad90f64328965bf7b20013731a4d84cf7301 Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Fri, 15 Aug 2025 12:36:05 +0100
Subject: [PATCH 123/697] CFNV2: finish URL replacements for API Gateway
 (#13012)

---
 .../engine/v2/change_set_model_executor.py    | 24 +++++++++++++++++++
 .../resources/test_apigateway.py              |  5 ----
 .../cloudformation/test_template_engine.py    |  1 -
 3 files changed, 24 insertions(+), 6 deletions(-)

diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py
index 39f6a46dd2dd2..f4db75833185b 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py
@@ -18,6 +18,7 @@
 from localstack.services.cloudformation.engine.template_deployer import REGEX_OUTPUT_APIGATEWAY
 from localstack.services.cloudformation.engine.v2.change_set_model import (
     NodeDependsOn,
+    NodeIntrinsicFunction,
     NodeOutput,
     NodeResource,
     TerminalValueCreated,
@@ -585,6 +586,15 @@ def _replace_url_outputs_if_required(value: str) -> str:
 
         return value
 
+    def _replace_url_outputs_in_delta_if_required(
+        self, delta: PreprocEntityDelta
+    ) -> PreprocEntityDelta:
+        if isinstance(delta.before, str):
+            delta.before = self._replace_url_outputs_if_required(delta.before)
+        if isinstance(delta.after, str):
+            delta.after = self._replace_url_outputs_if_required(delta.after)
+        return delta
+
     def visit_terminal_value_created(
         self, value: TerminalValueCreated
     ) -> PreprocEntityDelta[str, str]:
@@ -612,3 +622,17 @@ def visit_terminal_value_unchanged(
         else:
             value = terminal_value_unchanged.value
         return PreprocEntityDelta(before=value, after=value)
+
+    def visit_node_intrinsic_function_fn_join(
+        self, node_intrinsic_function: NodeIntrinsicFunction
+    ) -> PreprocEntityDelta:
+        delta = super().visit_node_intrinsic_function_fn_join(node_intrinsic_function)
+        return self._replace_url_outputs_in_delta_if_required(delta)
+
+    def visit_node_intrinsic_function_fn_sub(
+        self, node_intrinsic_function: NodeIntrinsicFunction
+    ) -> PreprocEntityDelta:
+        delta = super().visit_node_intrinsic_function_fn_sub(node_intrinsic_function)
+        return self._replace_url_outputs_in_delta_if_required(delta)
+
+    # TODO: other intrinsic functions
diff --git a/tests/aws/services/cloudformation/resources/test_apigateway.py b/tests/aws/services/cloudformation/resources/test_apigateway.py
index 5d5e1468c80fb..697d10a9eac7b 100644
--- a/tests/aws/services/cloudformation/resources/test_apigateway.py
+++ b/tests/aws/services/cloudformation/resources/test_apigateway.py
@@ -166,11 +166,6 @@ def _invoke():
     assert content["url"].endswith("/post")
 
 
-@skip_if_v2_provider(
-    "Provider",
-    reason="The v2 provider appears to instead return the correct url: "
-    "https://e1i3grfiws.execute-api.us-east-1.localhost.localstack.cloud/prod/",
-)
 @markers.aws.only_localstack
 def test_url_output(httpserver, deploy_cfn_template):
     httpserver.expect_request("").respond_with_data(b"", 200)
diff --git a/tests/aws/services/cloudformation/test_template_engine.py b/tests/aws/services/cloudformation/test_template_engine.py
index 529d8321afe4c..dc485e0e5362e 100644
--- a/tests/aws/services/cloudformation/test_template_engine.py
+++ b/tests/aws/services/cloudformation/test_template_engine.py
@@ -365,7 +365,6 @@ def test_resolve_ssm(self, create_parameter, deploy_cfn_template):
         topic_name = result.outputs["TopicName"]
         assert topic_name == parameter_value
 
-    @skip_if_v2_provider("Resolve")
     @markers.aws.validated
     def test_resolve_ssm_with_version(self, create_parameter, deploy_cfn_template, aws_client):
         parameter_key = f"param-key-{short_uid()}"

From 56690b77f60356a0db978533dcaccca379391876 Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Tue, 19 Aug 2025 19:01:40 +0100
Subject: [PATCH 124/697] CFNV2: provide logging for deferred actions and
 cleanup (#13018)

---
 .../engine/v2/change_set_model_describer.py   | 24 +++++++++++++++++
 .../engine/v2/change_set_model_executor.py    | 23 ++++++++++------
 .../engine/v2/change_set_model_preproc.py     |  8 ++++--
 .../resources/test_apigateway.py              |  5 +---
 .../resources/test_secretsmanager.py          |  2 --
 .../cloudformation/resources/test_sns.py      |  2 --
 .../resources/test_sns.validation.json        | 27 ++++++++++++-------
 .../resources/test_stepfunctions.py           |  5 ----
 8 files changed, 64 insertions(+), 32 deletions(-)

diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_describer.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_describer.py
index 19b341d7316a1..92a9503d1b192 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_describer.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_describer.py
@@ -112,6 +112,30 @@ def visit_node_intrinsic_function_fn_join(
             delta.after = CHANGESET_KNOWN_AFTER_APPLY
         return delta
 
+    def visit_node_intrinsic_function_fn_select(
+        self, node_intrinsic_function: NodeIntrinsicFunction
+    ):
+        # TODO: should this not _ALWAYS_ return CHANGESET_KNOWN_AFTER_APPLY?
+        arguments_delta = self.visit(node_intrinsic_function.arguments)
+        delta = PreprocEntityDelta()
+        if not is_nothing(arguments_delta.before):
+            idx = arguments_delta.before[0]
+            arr = arguments_delta.before[1]
+            try:
+                delta.before = arr[int(idx)]
+            except Exception:
+                delta.before = CHANGESET_KNOWN_AFTER_APPLY
+
+        if not is_nothing(arguments_delta.after):
+            idx = arguments_delta.after[0]
+            arr = arguments_delta.after[1]
+            try:
+                delta.after = arr[int(idx)]
+            except Exception:
+                delta.after = CHANGESET_KNOWN_AFTER_APPLY
+
+        return delta
+
     def _register_resource_change(
         self,
         logical_id: str,
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py
index f4db75833185b..6b008a353d9ba 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py
@@ -59,11 +59,17 @@ class DeferredAction(Protocol):
     def __call__(self) -> None: ...
 
 
+@dataclass
+class Deferred:
+    name: str
+    action: DeferredAction
+
+
 class ChangeSetModelExecutor(ChangeSetModelPreproc):
     # TODO: add typing for resolved resources and parameters.
     resources: Final[dict[str, ResolvedResource]]
     outputs: Final[list[Output]]
-    _deferred_actions: list[DeferredAction]
+    _deferred_actions: list[Deferred]
 
     def __init__(self, change_set: ChangeSet):
         super().__init__(change_set=change_set)
@@ -85,16 +91,17 @@ def execute(self) -> ChangeSetModelExecutorResult:
             # perform all deferred actions such as deletions. These must happen in reverse from their
             # defined order so that resource dependencies are honoured
             # TODO: errors will stop all rollbacks; get parity on this behaviour
-            for action in self._deferred_actions[::-1]:
-                action()
+            for deferred in self._deferred_actions[::-1]:
+                LOG.debug("executing deferred action: '%s'", deferred.name)
+                deferred.action()
 
         return ChangeSetModelExecutorResult(
             resources=self.resources,
             outputs=self.outputs,
         )
 
-    def _defer_action(self, action: DeferredAction):
-        self._deferred_actions.append(action)
+    def _defer_action(self, name: str, action: DeferredAction):
+        self._deferred_actions.append(Deferred(name=name, action=action))
 
     def _get_physical_id(self, logical_resource_id, strict: bool = True) -> str | None:
         physical_resource_id = None
@@ -293,7 +300,7 @@ def cleanup():
                             reason=event.message,
                         )
 
-                    self._defer_action(cleanup)
+                    self._defer_action(f"cleanup-from-replacement-{name}", cleanup)
                 else:
                     event = self._execute_resource_action(
                         action=ChangeAction.Modify,
@@ -332,7 +339,7 @@ def perform_deletion():
                         reason=event.message,
                     )
 
-                self._defer_action(perform_deletion)
+                self._defer_action(f"type-migration-{name}", perform_deletion)
 
                 event = self._execute_resource_action(
                     action=ChangeAction.Add,
@@ -376,7 +383,7 @@ def perform_deletion():
                     reason=event.message,
                 )
 
-            self._defer_action(perform_deletion)
+            self._defer_action(f"remove-{name}", perform_deletion)
         elif not is_nothing(after):
             # Case: addition
             self._process_event(
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
index 17e6a99fda47f..4a268fa9b0857 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
@@ -630,8 +630,12 @@ def _compute_fn_or(args: list[bool]):
     def visit_node_intrinsic_function_fn_not(
         self, node_intrinsic_function: NodeIntrinsicFunction
     ) -> PreprocEntityDelta:
-        def _compute_fn_not(arg: bool) -> bool:
-            return not arg
+        def _compute_fn_not(arg: list[bool] | bool) -> bool:
+            # Is the argument ever a lone boolean?
+            if isinstance(arg, list):
+                return not arg[0]
+            else:
+                return not arg
 
         arguments_delta = self.visit(node_intrinsic_function.arguments)
         delta = self._cached_apply(
diff --git a/tests/aws/services/cloudformation/resources/test_apigateway.py b/tests/aws/services/cloudformation/resources/test_apigateway.py
index 697d10a9eac7b..a79fe5a524851 100644
--- a/tests/aws/services/cloudformation/resources/test_apigateway.py
+++ b/tests/aws/services/cloudformation/resources/test_apigateway.py
@@ -5,7 +5,7 @@
 import requests
 from localstack_snapshot.snapshots.transformer import SortingTransformer
 from tests.aws.services.apigateway.apigateway_fixtures import api_invoke_url
-from tests.aws.services.cloudformation.conftest import skip_if_v2_provider, skipped_v2_items
+from tests.aws.services.cloudformation.conftest import skipped_v2_items
 
 from localstack import constants
 from localstack.aws.api.lambda_ import Runtime
@@ -576,9 +576,6 @@ def test_api_gateway_with_policy_as_dict(deploy_cfn_template, snapshot, aws_clie
     snapshot.match("rest-api", rest_api)
 
 
-@skip_if_v2_provider(
-    "Other", reason="lambda function fails on creation due to invalid function name"
-)
 @markers.aws.validated
 @markers.snapshot.skip_snapshot_verify(
     paths=[
diff --git a/tests/aws/services/cloudformation/resources/test_secretsmanager.py b/tests/aws/services/cloudformation/resources/test_secretsmanager.py
index 9f5b561984fe6..8166fba755aee 100644
--- a/tests/aws/services/cloudformation/resources/test_secretsmanager.py
+++ b/tests/aws/services/cloudformation/resources/test_secretsmanager.py
@@ -4,7 +4,6 @@
 import aws_cdk as cdk
 import botocore.exceptions
 import pytest
-from tests.aws.services.cloudformation.conftest import skip_if_v2_provider
 
 from localstack.testing.pytest import markers
 from localstack.utils.strings import short_uid
@@ -77,7 +76,6 @@ def test_cfn_secret_policy(deploy_cfn_template, block_public_policy, aws_client,
     snapshot.add_transformer(snapshot.transform.key_value("Name", "policy-name"))
 
 
-@skip_if_v2_provider("Other")
 @markers.aws.validated
 def test_cdk_deployment_generates_secret_value_if_no_value_is_provided(
     aws_client, snapshot, infrastructure_setup
diff --git a/tests/aws/services/cloudformation/resources/test_sns.py b/tests/aws/services/cloudformation/resources/test_sns.py
index 37260bf159728..340804f122261 100644
--- a/tests/aws/services/cloudformation/resources/test_sns.py
+++ b/tests/aws/services/cloudformation/resources/test_sns.py
@@ -2,7 +2,6 @@
 
 import aws_cdk as cdk
 import pytest
-from tests.aws.services.cloudformation.conftest import skip_if_v2_provider
 
 from localstack.testing.aws.util import is_aws_cloud
 from localstack.testing.pytest import markers
@@ -80,7 +79,6 @@ def test_sns_subscription(deploy_cfn_template, aws_client):
     assert len(subscriptions["Subscriptions"]) > 0
 
 
-@skip_if_v2_provider("Engine")
 @markers.aws.validated
 def test_deploy_stack_with_sns_topic(deploy_cfn_template, aws_client):
     stack = deploy_cfn_template(
diff --git a/tests/aws/services/cloudformation/resources/test_sns.validation.json b/tests/aws/services/cloudformation/resources/test_sns.validation.json
index 52731d78dd633..a5a2724095f4a 100644
--- a/tests/aws/services/cloudformation/resources/test_sns.validation.json
+++ b/tests/aws/services/cloudformation/resources/test_sns.validation.json
@@ -1,10 +1,28 @@
 {
+  "tests/aws/services/cloudformation/resources/test_sns.py::test_deploy_stack_with_sns_topic": {
+    "last_validated_date": "2025-08-18T12:05:15+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 96.67,
+      "teardown": 0.12,
+      "total": 96.79
+    }
+  },
   "tests/aws/services/cloudformation/resources/test_sns.py::test_sns_subscription_region": {
     "last_validated_date": "2025-05-28T10:46:56+00:00"
   },
   "tests/aws/services/cloudformation/resources/test_sns.py::test_sns_topic_fifo_with_deduplication": {
     "last_validated_date": "2023-11-27T20:27:29+00:00"
   },
+  "tests/aws/services/cloudformation/resources/test_sns.py::test_sns_topic_policy_resets_to_default": {
+    "last_validated_date": "2025-07-04T00:04:32+00:00",
+    "durations_in_seconds": {
+      "setup": 1.08,
+      "call": 22.27,
+      "teardown": 0.09,
+      "total": 23.44
+    }
+  },
   "tests/aws/services/cloudformation/resources/test_sns.py::test_sns_topic_update_attributes": {
     "last_validated_date": "2025-07-03T17:19:44+00:00",
     "durations_in_seconds": {
@@ -23,15 +41,6 @@
       "total": 124.06
     }
   },
-  "tests/aws/services/cloudformation/resources/test_sns.py::test_sns_topic_policy_resets_to_default": {
-    "last_validated_date": "2025-07-04T00:04:32+00:00",
-    "durations_in_seconds": {
-      "setup": 1.08,
-      "call": 22.27,
-      "teardown": 0.09,
-      "total": 23.44
-    }
-  },
   "tests/aws/services/cloudformation/resources/test_sns.py::test_sns_topic_with_attributes": {
     "last_validated_date": "2025-07-03T23:32:29+00:00",
     "durations_in_seconds": {
diff --git a/tests/aws/services/cloudformation/resources/test_stepfunctions.py b/tests/aws/services/cloudformation/resources/test_stepfunctions.py
index befb779c2e42e..36b807157c367 100644
--- a/tests/aws/services/cloudformation/resources/test_stepfunctions.py
+++ b/tests/aws/services/cloudformation/resources/test_stepfunctions.py
@@ -4,7 +4,6 @@
 
 import pytest
 from localstack_snapshot.snapshots.transformer import JsonpathTransformer
-from tests.aws.services.cloudformation.conftest import skip_if_v2_provider
 
 from localstack import config
 from localstack.testing.pytest import markers
@@ -47,10 +46,6 @@ def _is_executed():
     assert "hello from statemachine" in execution_desc["output"]
 
 
-@skip_if_v2_provider(
-    "Engine",
-    reason="During change set describe the a Ref to a not yet deployed resource returns null which is an invalid input for Fn::Split",
-)
 @markers.aws.validated
 def test_nested_statemachine_with_sync2(deploy_cfn_template, aws_client):
     stack = deploy_cfn_template(

From 7b9533a6963a161788b4bbf76bb06f15fdc77a59 Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Wed, 20 Aug 2025 00:02:14 +0200
Subject: [PATCH 125/697] APIGW: fix TestInvokeMethod path logic (#13030)

---
 .../execute_api/handlers/resource_router.py   |   3 +-
 .../next_gen/execute_api/test_invoke.py       |  71 ++++++-
 tests/aws/services/apigateway/conftest.py     |  59 ++++++
 .../apigateway/test_apigateway_api.py         | 183 +++++++++++++----
 .../test_apigateway_api.snapshot.json         | 187 +++++++++++++++++-
 .../test_apigateway_api.validation.json       |   8 +-
 .../apigateway/test_apigateway_basic.py       |  58 +-----
 .../test_apigateway_basic.snapshot.json       |   2 +-
 .../test_apigateway_basic.validation.json     |   8 +-
 9 files changed, 471 insertions(+), 108 deletions(-)

diff --git a/localstack-core/localstack/services/apigateway/next_gen/execute_api/handlers/resource_router.py b/localstack-core/localstack/services/apigateway/next_gen/execute_api/handlers/resource_router.py
index f508015f818fd..8e69438a012ef 100644
--- a/localstack-core/localstack/services/apigateway/next_gen/execute_api/handlers/resource_router.py
+++ b/localstack-core/localstack/services/apigateway/next_gen/execute_api/handlers/resource_router.py
@@ -85,12 +85,11 @@ def match(self, context: RestApiInvocationContext) -> tuple[Resource, dict[str,
             rule, args = matcher.match(path, method=request.method, return_rule=True)
         except (MethodNotAllowed, NotFound) as e:
             # MethodNotAllowed (405) exception is raised if a path is matching, but the method does not.
-            # Our router might handle this as a 404, validate with AWS.
+            # AWS handles this and the regular 404 as a '403 MissingAuthTokenError'
             LOG.warning(
                 "API Gateway: No resource or method was found for: %s %s",
                 request.method,
                 path,
-                exc_info=LOG.isEnabledFor(logging.DEBUG),
             )
             raise MissingAuthTokenError("Missing Authentication Token") from e
 
diff --git a/localstack-core/localstack/services/apigateway/next_gen/execute_api/test_invoke.py b/localstack-core/localstack/services/apigateway/next_gen/execute_api/test_invoke.py
index 0d871077aa707..979779fe52f4c 100644
--- a/localstack-core/localstack/services/apigateway/next_gen/execute_api/test_invoke.py
+++ b/localstack-core/localstack/services/apigateway/next_gen/execute_api/test_invoke.py
@@ -1,4 +1,5 @@
 import datetime
+import logging
 from urllib.parse import parse_qs
 
 from rolo import Request
@@ -22,6 +23,9 @@
     ContextVarsResponseOverride,
 )
 
+LOG = logging.getLogger(__name__)
+
+
 # TODO: we probably need to write and populate those logs as part of the handler chain itself
 #  and store it in the InvocationContext. That way, we could also retrieve in when calling TestInvoke
 
@@ -45,6 +49,19 @@
 {formatted_date} : Method completed with status: {method_response_status}
 """
 
+TEST_INVOKE_TEMPLATE_MOCK = """Execution log for request {request_id}
+{formatted_date} : Starting execution for request: {request_id}
+{formatted_date} : HTTP Method: {request_method}, Resource Path: {resource_path}
+{formatted_date} : Method request path: {method_request_path_parameters}
+{formatted_date} : Method request query string: {method_request_query_string}
+{formatted_date} : Method request headers: {method_request_headers}
+{formatted_date} : Method request body before transformations: {method_request_body}
+{formatted_date} : Method response body after transformations: {method_response_body}
+{formatted_date} : Method response headers: {method_response_headers}
+{formatted_date} : Successfully completed execution
+{formatted_date} : Method completed with status: {method_response_status}
+"""
+
 
 def _dump_headers(headers: Headers) -> str:
     if not headers:
@@ -93,6 +110,29 @@ def log_template(invocation_context: RestApiInvocationContext, response_headers:
     )
 
 
+def log_mock_template(
+    invocation_context: RestApiInvocationContext, response_headers: Headers
+) -> str:
+    formatted_date = datetime.datetime.now(tz=datetime.UTC).strftime("%a %b %d %H:%M:%S %Z %Y")
+    request = invocation_context.invocation_request
+    context_var = invocation_context.context_variables
+    method_resp = invocation_context.invocation_response
+
+    return TEST_INVOKE_TEMPLATE_MOCK.format(
+        formatted_date=formatted_date,
+        request_id=context_var["requestId"],
+        resource_path=request["path"],
+        request_method=request["http_method"],
+        method_request_path_parameters=dict_to_string(request["path_parameters"]),
+        method_request_query_string=dict_to_string(request["query_string_parameters"]),
+        method_request_headers=_dump_headers(request.get("headers")),
+        method_request_body=to_str(request.get("body", "")),
+        method_response_status=method_resp.get("status_code"),
+        method_response_body=to_str(method_resp.get("body", "")),
+        method_response_headers=_dump_headers(response_headers),
+    )
+
+
 def create_test_chain() -> HandlerChain[RestApiInvocationContext]:
     return HandlerChain(
         request_handlers=[
@@ -114,13 +154,16 @@ def create_test_invocation_context(
 ) -> RestApiInvocationContext:
     parse_handler = handlers.parse_request
     http_method = test_request["httpMethod"]
+    resource = deployment.rest_api.resources[test_request["resourceId"]]
+    resource_path = resource["path"]
 
     # we do not need a true HTTP request for the context, as we are skipping all the parsing steps and using the
     # provider data
     invocation_context = RestApiInvocationContext(
         request=Request(method=http_method),
     )
-    path_query = test_request.get("pathWithQueryString", "/").split("?")
+    test_request_path = test_request.get("pathWithQueryString") or resource_path
+    path_query = test_request_path.split("?")
     path = path_query[0]
     multi_query_args: dict[str, list[str]] = {}
 
@@ -140,9 +183,22 @@ def create_test_invocation_context(
         # TODO: handle multiValueHeaders
         body=to_bytes(test_request.get("body") or ""),
     )
+
     invocation_context.invocation_request = invocation_request
+    try:
+        # this is AWS behavior, it will accept any value for the `pathWithQueryString`, even if it doesn't match
+        # the expected format. It will just fall back to no value if it cannot parse the path parameters out of it
+        _, path_parameters = RestAPIResourceRouter(deployment).match(invocation_context)
+    except Exception as e:
+        LOG.warning(
+            "Error while trying to extract path parameters from user-provided 'pathWithQueryString=%s' "
+            "for the following resource path: '%s'. Error: '%s'",
+            path,
+            resource_path,
+            e,
+        )
+        path_parameters = {}
 
-    _, path_parameters = RestAPIResourceRouter(deployment).match(invocation_context)
     invocation_request["path_parameters"] = path_parameters
 
     invocation_context.deployment = deployment
@@ -160,7 +216,6 @@ def create_test_invocation_context(
         responseOverride=ContextVarsResponseOverride(header={}, status=0),
     )
     invocation_context.trace_id = parse_handler.populate_trace_id({})
-    resource = deployment.rest_api.resources[test_request["resourceId"]]
     resource_method = resource["resourceMethods"][http_method]
     invocation_context.resource = resource
     invocation_context.resource_method = resource_method
@@ -179,8 +234,10 @@ def run_test_invocation(
     invocation_context = create_test_invocation_context(test_request, deployment)
 
     test_chain = create_test_chain()
+    is_mock_integration = invocation_context.integration["type"] == "MOCK"
+
     # header order is important
-    if invocation_context.integration["type"] == "MOCK":
+    if is_mock_integration:
         base_headers = {"Content-Type": APPLICATION_JSON}
     else:
         # we manually add the trace-id, as it is normally added by handlers.response_enricher which adds to much data
@@ -199,7 +256,11 @@ def run_test_invocation(
     # AWS does not return the Content-Length for TestInvokeMethod
     response_headers.remove("Content-Length")
 
-    log = log_template(invocation_context, response_headers)
+    if is_mock_integration:
+        # TODO: revisit how we're building the logs
+        log = log_mock_template(invocation_context, response_headers)
+    else:
+        log = log_template(invocation_context, response_headers)
 
     headers = dict(response_headers)
     multi_value_headers = build_multi_value_headers(response_headers)
diff --git a/tests/aws/services/apigateway/conftest.py b/tests/aws/services/apigateway/conftest.py
index 88ac5575de221..1063d7b75f372 100644
--- a/tests/aws/services/apigateway/conftest.py
+++ b/tests/aws/services/apigateway/conftest.py
@@ -1,3 +1,5 @@
+from itertools import count
+
 import pytest
 from botocore.config import Config
 
@@ -238,3 +240,60 @@ def _import_apigateway_function(*args, **kwargs):
 def apigw_add_transformers(snapshot):
     snapshot.add_transformer(snapshot.transform.jsonpath("$..items..id", "id"))
     snapshot.add_transformer(snapshot.transform.key_value("deploymentId"))
+
+
+@pytest.fixture
+def apigw_test_invoke_response_formatter(snapshot):
+    snapshot.add_transformers_list(
+        [
+            snapshot.transform.key_value(
+                "latency", value_replacement="<latency>", reference_replacement=False
+            ),
+            snapshot.transform.jsonpath(
+                "$..headers.X-Amzn-Trace-Id", value_replacement="x-amz-trace-id"
+            ),
+            snapshot.transform.regex(
+                r"URI: https:\/\/.*?\/2015-03-31", "URI: https://<endpoint_url>/2015-03-31"
+            ),
+            snapshot.transform.regex(
+                r"Integration latency: \d*? ms", "Integration latency: <latency> ms"
+            ),
+            snapshot.transform.regex(
+                r"Date=[a-zA-Z]{3},\s\d{2}\s[a-zA-Z]{3}\s\d{4}\s\d{2}:\d{2}:\d{2}\sGMT",
+                "Date=Day, dd MMM yyyy hh:mm:ss GMT",
+            ),
+            snapshot.transform.regex(
+                r"x-amzn-RequestId=[a-f0-9-]{36}", "x-amzn-RequestId=<request-id-lambda>"
+            ),
+            snapshot.transform.regex(
+                r"[a-zA-Z]{3}\s[a-zA-Z]{3}\s\d{2}\s\d{2}:\d{2}:\d{2}\sUTC\s\d{4} :",
+                "DDD MMM dd hh:mm:ss UTC yyyy :",
+            ),
+            snapshot.transform.regex(
+                r"Authorization=.*?,", "Authorization=<authorization-header>,"
+            ),
+            snapshot.transform.regex(
+                r"X-Amz-Security-Token=.*?\s\[", "X-Amz-Security-Token=<token> ["
+            ),
+            snapshot.transform.regex(r"\d{8}T\d{6}Z", "<date>"),
+        ]
+    )
+
+    def _transform_log(_log: str) -> dict[str, str]:
+        return {f"line{index:02d}": line for index, line in enumerate(_log.split("\n"))}
+
+    counter = count(start=1)
+
+    # we want to do very precise matching on the log, and splitting on new lines will help in case the snapshot
+    # fails
+    # the snapshot library does not allow to ignore an array index as the last node, so we need to put it in a dict
+
+    def transform_response(response: dict) -> dict:
+        response["log"] = _transform_log(response["log"])
+        request_id = response["log"]["line00"].split(" ")[-1]
+        snapshot.add_transformer(
+            snapshot.transform.regex(request_id, f"<request-id-{next(counter)}>"), priority=-1
+        )
+        return response
+
+    return transform_response
diff --git a/tests/aws/services/apigateway/test_apigateway_api.py b/tests/aws/services/apigateway/test_apigateway_api.py
index 2e2a8c523dffd..b401ec5d12197 100644
--- a/tests/aws/services/apigateway/test_apigateway_api.py
+++ b/tests/aws/services/apigateway/test_apigateway_api.py
@@ -7,7 +7,7 @@
 import pytest
 from botocore.config import Config
 from botocore.exceptions import ClientError
-from localstack_snapshot.snapshots.transformer import KeyValueBasedTransformer, SortingTransformer
+from localstack_snapshot.snapshots.transformer import SortingTransformer
 
 from localstack.aws.api.apigateway import PutMode
 from localstack.testing.aws.util import is_aws_cloud
@@ -2599,31 +2599,35 @@ def test_update_gateway_response(
 
 class TestApigatewayTestInvoke:
     @markers.aws.validated
-    def test_invoke_test_method(self, create_rest_apigw, snapshot, aws_client):
-        snapshot.add_transformer(
-            KeyValueBasedTransformer(
-                lambda k, v: str(v) if k == "latency" else None, "latency", replace_reference=False
-            )
-        )
-        # TODO: maybe transformer `log` better
-        snapshot.add_transformer(
-            snapshot.transform.key_value("log", "log", reference_replacement=False)
-        )
-
-        api_id, _, root = create_rest_apigw(name="aws lambda api")
+    def test_invoke_test_method(
+        self, create_rest_apigw, snapshot, aws_client, apigw_test_invoke_response_formatter
+    ):
+        rest_api_id, _, root = create_rest_apigw(name="aws lambda api")
 
         # Create the /pets resource
         root_resource_id, _ = create_rest_resource(
-            aws_client.apigateway, restApiId=api_id, parentId=root, pathPart="pets"
+            aws_client.apigateway, restApiId=rest_api_id, parentId=root, pathPart="pets"
         )
         # Create the /pets/{petId} resource
         resource_id, _ = create_rest_resource(
-            aws_client.apigateway, restApiId=api_id, parentId=root_resource_id, pathPart="{petId}"
+            aws_client.apigateway,
+            restApiId=rest_api_id,
+            parentId=root_resource_id,
+            pathPart="{petId}",
         )
+        # Create the GET method for /pets
+        create_rest_resource_method(
+            aws_client.apigateway,
+            restApiId=rest_api_id,
+            resourceId=root_resource_id,
+            httpMethod="GET",
+            authorizationType="NONE",
+        )
+
         # Create the GET method for /pets/{petId}
         create_rest_resource_method(
             aws_client.apigateway,
-            restApiId=api_id,
+            restApiId=rest_api_id,
             resourceId=resource_id,
             httpMethod="GET",
             authorizationType="NONE",
@@ -2634,7 +2638,7 @@ def test_invoke_test_method(self, create_rest_apigw, snapshot, aws_client):
         # Create the POST method for /pets/{petId}
         create_rest_resource_method(
             aws_client.apigateway,
-            restApiId=api_id,
+            restApiId=rest_api_id,
             resourceId=resource_id,
             httpMethod="POST",
             authorizationType="NONE",
@@ -2642,10 +2646,19 @@ def test_invoke_test_method(self, create_rest_apigw, snapshot, aws_client):
                 "method.request.path.petId": True,
             },
         )
+
+        # Create the response for method GET /pets
+        create_rest_api_method_response(
+            aws_client.apigateway,
+            restApiId=rest_api_id,
+            resourceId=root_resource_id,
+            httpMethod="GET",
+            statusCode="200",
+        )
         # Create the response for method GET /pets/{petId}
         create_rest_api_method_response(
             aws_client.apigateway,
-            restApiId=api_id,
+            restApiId=rest_api_id,
             resourceId=resource_id,
             httpMethod="GET",
             statusCode="200",
@@ -2653,15 +2666,25 @@ def test_invoke_test_method(self, create_rest_apigw, snapshot, aws_client):
         # Create the response for method POST /pets/{petId}
         create_rest_api_method_response(
             aws_client.apigateway,
-            restApiId=api_id,
+            restApiId=rest_api_id,
             resourceId=resource_id,
             httpMethod="POST",
             statusCode="200",
         )
+        # Create the integration to connect GET /pets to a backend
+        create_rest_api_integration(
+            aws_client.apigateway,
+            restApiId=rest_api_id,
+            resourceId=root_resource_id,
+            httpMethod="GET",
+            type="MOCK",
+            integrationHttpMethod="GET",
+            requestTemplates={"application/json": json.dumps({"statusCode": 200})},
+        )
         # Create the integration to connect GET /pets/{petId} to a backend
         create_rest_api_integration(
             aws_client.apigateway,
-            restApiId=api_id,
+            restApiId=rest_api_id,
             resourceId=resource_id,
             httpMethod="GET",
             type="MOCK",
@@ -2674,7 +2697,7 @@ def test_invoke_test_method(self, create_rest_apigw, snapshot, aws_client):
         # Create the integration to connect POST /pets/{petId} to a backend
         create_rest_api_integration(
             aws_client.apigateway,
-            restApiId=api_id,
+            restApiId=rest_api_id,
             resourceId=resource_id,
             httpMethod="POST",
             type="MOCK",
@@ -2684,10 +2707,19 @@ def test_invoke_test_method(self, create_rest_apigw, snapshot, aws_client):
             },
             requestTemplates={"application/json": json.dumps({"statusCode": 200})},
         )
+        # Create the 200 integration response for GET /pets
+        create_rest_api_integration_response(
+            aws_client.apigateway,
+            restApiId=rest_api_id,
+            resourceId=root_resource_id,
+            httpMethod="GET",
+            statusCode="200",
+            responseTemplates={"application/json": json.dumps({"pets": "all the pets"})},
+        )
         # Create the 200 integration response for GET /pets/{petId}
         create_rest_api_integration_response(
             aws_client.apigateway,
-            restApiId=api_id,
+            restApiId=rest_api_id,
             resourceId=resource_id,
             httpMethod="GET",
             statusCode="200",
@@ -2696,20 +2728,29 @@ def test_invoke_test_method(self, create_rest_apigw, snapshot, aws_client):
         # Create the 200 integration response for POST /pets/{petId}
         create_rest_api_integration_response(
             aws_client.apigateway,
-            restApiId=api_id,
+            restApiId=rest_api_id,
             resourceId=resource_id,
             httpMethod="POST",
             statusCode="200",
             responseTemplates={"application/json": json.dumps({"petId": "$input.params('petId')"})},
         )
 
-        def invoke_method(api_id, resource_id, path_with_query_string, method, body=""):
+        def invoke_method(
+            api_id: str,
+            target_resource_id: str,
+            method: str,
+            path_with_query_string: str | None = None,
+            body: str = "",
+        ):
+            kwargs = {}
+            if path_with_query_string is not None:
+                kwargs["pathWithQueryString"] = path_with_query_string
             res = aws_client.apigateway.test_invoke_method(
                 restApiId=api_id,
-                resourceId=resource_id,
+                resourceId=target_resource_id,
                 httpMethod=method,
-                pathWithQueryString=path_with_query_string,
                 body=body,
+                **kwargs,
             )
             assert 200 == res.get("status")
             return res
@@ -2718,60 +2759,124 @@ def invoke_method(api_id, resource_id, path_with_query_string, method, body=""):
             invoke_method,
             retries=10,
             sleep=5,
-            api_id=api_id,
-            resource_id=resource_id,
+            api_id=rest_api_id,
+            target_resource_id=root_resource_id,
+            method="GET",
+        )
+        assert "HTTP Method: GET, Resource Path: /pets" in response["log"]
+        snapshot.match(
+            "test-invoke-method-get-pets",
+            apigw_test_invoke_response_formatter(response),
+        )
+
+        response = retry(
+            invoke_method,
+            retries=10,
+            sleep=5,
+            api_id=rest_api_id,
+            target_resource_id=root_resource_id,
+            path_with_query_string="/random/test",
+            method="GET",
+        )
+        snapshot.match(
+            "test-invoke-method-get-pets-bad-path",
+            apigw_test_invoke_response_formatter(response),
+        )
+
+        response = retry(
+            invoke_method,
+            retries=10,
+            sleep=5,
+            api_id=rest_api_id,
+            target_resource_id=resource_id,
             path_with_query_string="/pets/123",
             method="GET",
         )
         assert "HTTP Method: GET, Resource Path: /pets/123" in response["log"]
-        snapshot.match("test-invoke-method-get", response)
+        snapshot.match(
+            "test-invoke-method-get-pets-id",
+            apigw_test_invoke_response_formatter(response),
+        )
 
         response = retry(
             invoke_method,
             retries=10,
             sleep=5,
-            api_id=api_id,
-            resource_id=resource_id,
+            api_id=rest_api_id,
+            target_resource_id=resource_id,
+            method="GET",
+        )
+        assert "HTTP Method: GET, Resource Path: /pets/{petId}" in response["log"]
+        snapshot.match(
+            "test-invoke-method-get-pets-id-no-path",
+            apigw_test_invoke_response_formatter(response),
+        )
+
+        response = retry(
+            invoke_method,
+            retries=10,
+            sleep=5,
+            api_id=rest_api_id,
+            target_resource_id=resource_id,
+            path_with_query_string="/random/test",
+            method="GET",
+        )
+        assert "HTTP Method: GET, Resource Path: /random/test" in response["log"]
+        snapshot.match(
+            "test-invoke-method-get-pets-id-bad-path",
+            apigw_test_invoke_response_formatter(response),
+        )
+
+        response = retry(
+            invoke_method,
+            retries=10,
+            sleep=5,
+            api_id=rest_api_id,
+            target_resource_id=resource_id,
             path_with_query_string="/pets/123?foo=bar",
             method="GET",
         )
-        snapshot.match("test-invoke-method-get-with-qs", response)
+        snapshot.match(
+            "test-invoke-method-get-with-qs",
+            apigw_test_invoke_response_formatter(response),
+        )
 
         response = retry(
             invoke_method,
             retries=10,
             sleep=5,
-            api_id=api_id,
-            resource_id=resource_id,
+            api_id=rest_api_id,
+            target_resource_id=resource_id,
             path_with_query_string="/pets/123",
             method="POST",
             body=json.dumps({"foo": "bar"}),
         )
         assert "HTTP Method: POST, Resource Path: /pets/123" in response["log"]
-        snapshot.match("test-invoke-method-post-with-body", response)
+        snapshot.match(
+            "test-invoke-method-post-with-body",
+            apigw_test_invoke_response_formatter(response),
+        )
 
         # assert resource and rest api doesn't exist
         with pytest.raises(ClientError) as ex:
             aws_client.apigateway.test_invoke_method(
-                restApiId=api_id,
+                restApiId=rest_api_id,
                 resourceId="invalid_res",
                 httpMethod="POST",
                 pathWithQueryString="/pets/123",
                 body=json.dumps({"foo": "bar"}),
             )
         snapshot.match("resource-id-not-found", ex.value.response)
-        assert ex.value.response["Error"]["Code"] == "NotFoundException"
 
         with pytest.raises(ClientError) as ex:
             aws_client.apigateway.test_invoke_method(
-                restApiId=api_id,
+                restApiId=rest_api_id,
                 resourceId="invalid_res",
                 httpMethod="POST",
                 pathWithQueryString="/pets/123",
                 body=json.dumps({"foo": "bar"}),
             )
         snapshot.match("rest-api-not-found", ex.value.response)
-        assert ex.value.response["Error"]["Code"] == "NotFoundException"
 
 
 class TestApigatewayIntegration:
diff --git a/tests/aws/services/apigateway/test_apigateway_api.snapshot.json b/tests/aws/services/apigateway/test_apigateway_api.snapshot.json
index c47cd7a9b880b..cf0636b1bfc05 100644
--- a/tests/aws/services/apigateway/test_apigateway_api.snapshot.json
+++ b/tests/aws/services/apigateway/test_apigateway_api.snapshot.json
@@ -2813,17 +2813,162 @@
     }
   },
   "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayTestInvoke::test_invoke_test_method": {
-    "recorded-date": "15-04-2024, 20:48:35",
+    "recorded-date": "19-08-2025, 17:20:41",
     "recorded-content": {
-      "test-invoke-method-get": {
+      "test-invoke-method-get-pets": {
+        "body": {
+          "pets": "all the pets"
+        },
+        "headers": {
+          "Content-Type": "application/json"
+        },
+        "latency": "<latency>",
+        "log": {
+          "line00": "Execution log for request <request-id-1>",
+          "line01": "DDD MMM dd hh:mm:ss UTC yyyy : Starting execution for request: <request-id-1>",
+          "line02": "DDD MMM dd hh:mm:ss UTC yyyy : HTTP Method: GET, Resource Path: /pets",
+          "line03": "DDD MMM dd hh:mm:ss UTC yyyy : Method request path: {}",
+          "line04": "DDD MMM dd hh:mm:ss UTC yyyy : Method request query string: {}",
+          "line05": "DDD MMM dd hh:mm:ss UTC yyyy : Method request headers: {}",
+          "line06": "DDD MMM dd hh:mm:ss UTC yyyy : Method request body before transformations: ",
+          "line07": "DDD MMM dd hh:mm:ss UTC yyyy : Method response body after transformations: {\"pets\": \"all the pets\"}",
+          "line08": "DDD MMM dd hh:mm:ss UTC yyyy : Method response headers: {Content-Type=application/json}",
+          "line09": "DDD MMM dd hh:mm:ss UTC yyyy : Successfully completed execution",
+          "line10": "DDD MMM dd hh:mm:ss UTC yyyy : Method completed with status: 200",
+          "line11": ""
+        },
+        "multiValueHeaders": {
+          "Content-Type": [
+            "application/json"
+          ]
+        },
+        "status": 200,
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "test-invoke-method-get-pets-bad-path": {
+        "body": {
+          "pets": "all the pets"
+        },
+        "headers": {
+          "Content-Type": "application/json"
+        },
+        "latency": "<latency>",
+        "log": {
+          "line00": "Execution log for request <request-id-2>",
+          "line01": "DDD MMM dd hh:mm:ss UTC yyyy : Starting execution for request: <request-id-2>",
+          "line02": "DDD MMM dd hh:mm:ss UTC yyyy : HTTP Method: GET, Resource Path: /random/test",
+          "line03": "DDD MMM dd hh:mm:ss UTC yyyy : Method request path: {}",
+          "line04": "DDD MMM dd hh:mm:ss UTC yyyy : Method request query string: {}",
+          "line05": "DDD MMM dd hh:mm:ss UTC yyyy : Method request headers: {}",
+          "line06": "DDD MMM dd hh:mm:ss UTC yyyy : Method request body before transformations: ",
+          "line07": "DDD MMM dd hh:mm:ss UTC yyyy : Method response body after transformations: {\"pets\": \"all the pets\"}",
+          "line08": "DDD MMM dd hh:mm:ss UTC yyyy : Method response headers: {Content-Type=application/json}",
+          "line09": "DDD MMM dd hh:mm:ss UTC yyyy : Successfully completed execution",
+          "line10": "DDD MMM dd hh:mm:ss UTC yyyy : Method completed with status: 200",
+          "line11": ""
+        },
+        "multiValueHeaders": {
+          "Content-Type": [
+            "application/json"
+          ]
+        },
+        "status": 200,
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "test-invoke-method-get-pets-id": {
         "body": {
           "petId": "123"
         },
         "headers": {
           "Content-Type": "application/json"
         },
-        "latency": "latency",
-        "log": "log",
+        "latency": "<latency>",
+        "log": {
+          "line00": "Execution log for request <request-id-3>",
+          "line01": "DDD MMM dd hh:mm:ss UTC yyyy : Starting execution for request: <request-id-3>",
+          "line02": "DDD MMM dd hh:mm:ss UTC yyyy : HTTP Method: GET, Resource Path: /pets/123",
+          "line03": "DDD MMM dd hh:mm:ss UTC yyyy : Method request path: {petId=123}",
+          "line04": "DDD MMM dd hh:mm:ss UTC yyyy : Method request query string: {}",
+          "line05": "DDD MMM dd hh:mm:ss UTC yyyy : Method request headers: {}",
+          "line06": "DDD MMM dd hh:mm:ss UTC yyyy : Method request body before transformations: ",
+          "line07": "DDD MMM dd hh:mm:ss UTC yyyy : Method response body after transformations: {\"petId\": \"123\"}",
+          "line08": "DDD MMM dd hh:mm:ss UTC yyyy : Method response headers: {Content-Type=application/json}",
+          "line09": "DDD MMM dd hh:mm:ss UTC yyyy : Successfully completed execution",
+          "line10": "DDD MMM dd hh:mm:ss UTC yyyy : Method completed with status: 200",
+          "line11": ""
+        },
+        "multiValueHeaders": {
+          "Content-Type": [
+            "application/json"
+          ]
+        },
+        "status": 200,
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "test-invoke-method-get-pets-id-no-path": {
+        "body": {
+          "petId": "{petId}"
+        },
+        "headers": {
+          "Content-Type": "application/json"
+        },
+        "latency": "<latency>",
+        "log": {
+          "line00": "Execution log for request <request-id-4>",
+          "line01": "DDD MMM dd hh:mm:ss UTC yyyy : Starting execution for request: <request-id-4>",
+          "line02": "DDD MMM dd hh:mm:ss UTC yyyy : HTTP Method: GET, Resource Path: /pets/{petId}",
+          "line03": "DDD MMM dd hh:mm:ss UTC yyyy : Method request path: {petId={petId}}",
+          "line04": "DDD MMM dd hh:mm:ss UTC yyyy : Method request query string: {}",
+          "line05": "DDD MMM dd hh:mm:ss UTC yyyy : Method request headers: {}",
+          "line06": "DDD MMM dd hh:mm:ss UTC yyyy : Method request body before transformations: ",
+          "line07": "DDD MMM dd hh:mm:ss UTC yyyy : Method response body after transformations: {\"petId\": \"{petId}\"}",
+          "line08": "DDD MMM dd hh:mm:ss UTC yyyy : Method response headers: {Content-Type=application/json}",
+          "line09": "DDD MMM dd hh:mm:ss UTC yyyy : Successfully completed execution",
+          "line10": "DDD MMM dd hh:mm:ss UTC yyyy : Method completed with status: 200",
+          "line11": ""
+        },
+        "multiValueHeaders": {
+          "Content-Type": [
+            "application/json"
+          ]
+        },
+        "status": 200,
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "test-invoke-method-get-pets-id-bad-path": {
+        "body": {
+          "petId": ""
+        },
+        "headers": {
+          "Content-Type": "application/json"
+        },
+        "latency": "<latency>",
+        "log": {
+          "line00": "Execution log for request <request-id-5>",
+          "line01": "DDD MMM dd hh:mm:ss UTC yyyy : Starting execution for request: <request-id-5>",
+          "line02": "DDD MMM dd hh:mm:ss UTC yyyy : HTTP Method: GET, Resource Path: /random/test",
+          "line03": "DDD MMM dd hh:mm:ss UTC yyyy : Method request path: {}",
+          "line04": "DDD MMM dd hh:mm:ss UTC yyyy : Method request query string: {}",
+          "line05": "DDD MMM dd hh:mm:ss UTC yyyy : Method request headers: {}",
+          "line06": "DDD MMM dd hh:mm:ss UTC yyyy : Method request body before transformations: ",
+          "line07": "DDD MMM dd hh:mm:ss UTC yyyy : Method response body after transformations: {\"petId\": \"\"}",
+          "line08": "DDD MMM dd hh:mm:ss UTC yyyy : Method response headers: {Content-Type=application/json}",
+          "line09": "DDD MMM dd hh:mm:ss UTC yyyy : Successfully completed execution",
+          "line10": "DDD MMM dd hh:mm:ss UTC yyyy : Method completed with status: 200",
+          "line11": ""
+        },
         "multiValueHeaders": {
           "Content-Type": [
             "application/json"
@@ -2842,8 +2987,21 @@
         "headers": {
           "Content-Type": "application/json"
         },
-        "latency": "latency",
-        "log": "log",
+        "latency": "<latency>",
+        "log": {
+          "line00": "Execution log for request <request-id-6>",
+          "line01": "DDD MMM dd hh:mm:ss UTC yyyy : Starting execution for request: <request-id-6>",
+          "line02": "DDD MMM dd hh:mm:ss UTC yyyy : HTTP Method: GET, Resource Path: /pets/123",
+          "line03": "DDD MMM dd hh:mm:ss UTC yyyy : Method request path: {petId=123}",
+          "line04": "DDD MMM dd hh:mm:ss UTC yyyy : Method request query string: {foo=bar}",
+          "line05": "DDD MMM dd hh:mm:ss UTC yyyy : Method request headers: {}",
+          "line06": "DDD MMM dd hh:mm:ss UTC yyyy : Method request body before transformations: ",
+          "line07": "DDD MMM dd hh:mm:ss UTC yyyy : Method response body after transformations: {\"petId\": \"123\"}",
+          "line08": "DDD MMM dd hh:mm:ss UTC yyyy : Method response headers: {Content-Type=application/json}",
+          "line09": "DDD MMM dd hh:mm:ss UTC yyyy : Successfully completed execution",
+          "line10": "DDD MMM dd hh:mm:ss UTC yyyy : Method completed with status: 200",
+          "line11": ""
+        },
         "multiValueHeaders": {
           "Content-Type": [
             "application/json"
@@ -2862,8 +3020,21 @@
         "headers": {
           "Content-Type": "application/json"
         },
-        "latency": "latency",
-        "log": "log",
+        "latency": "<latency>",
+        "log": {
+          "line00": "Execution log for request <request-id-7>",
+          "line01": "DDD MMM dd hh:mm:ss UTC yyyy : Starting execution for request: <request-id-7>",
+          "line02": "DDD MMM dd hh:mm:ss UTC yyyy : HTTP Method: POST, Resource Path: /pets/123",
+          "line03": "DDD MMM dd hh:mm:ss UTC yyyy : Method request path: {petId=123}",
+          "line04": "DDD MMM dd hh:mm:ss UTC yyyy : Method request query string: {}",
+          "line05": "DDD MMM dd hh:mm:ss UTC yyyy : Method request headers: {}",
+          "line06": "DDD MMM dd hh:mm:ss UTC yyyy : Method request body before transformations: {\"foo\": \"bar\"}",
+          "line07": "DDD MMM dd hh:mm:ss UTC yyyy : Method response body after transformations: {\"petId\": \"123\"}",
+          "line08": "DDD MMM dd hh:mm:ss UTC yyyy : Method response headers: {Content-Type=application/json}",
+          "line09": "DDD MMM dd hh:mm:ss UTC yyyy : Successfully completed execution",
+          "line10": "DDD MMM dd hh:mm:ss UTC yyyy : Method completed with status: 200",
+          "line11": ""
+        },
         "multiValueHeaders": {
           "Content-Type": [
             "application/json"
diff --git a/tests/aws/services/apigateway/test_apigateway_api.validation.json b/tests/aws/services/apigateway/test_apigateway_api.validation.json
index a2b0702a74ced..bcc7466ec96d4 100644
--- a/tests/aws/services/apigateway/test_apigateway_api.validation.json
+++ b/tests/aws/services/apigateway/test_apigateway_api.validation.json
@@ -372,6 +372,12 @@
     }
   },
   "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayTestInvoke::test_invoke_test_method": {
-    "last_validated_date": "2024-04-15T20:48:35+00:00"
+    "last_validated_date": "2025-08-19T17:20:41+00:00",
+    "durations_in_seconds": {
+      "setup": 0.83,
+      "call": 4.12,
+      "teardown": 0.67,
+      "total": 5.62
+    }
   }
 }
diff --git a/tests/aws/services/apigateway/test_apigateway_basic.py b/tests/aws/services/apigateway/test_apigateway_basic.py
index e2a7c9efce818..249b85ad8a50b 100644
--- a/tests/aws/services/apigateway/test_apigateway_basic.py
+++ b/tests/aws/services/apigateway/test_apigateway_basic.py
@@ -1234,42 +1234,8 @@ def test_apigw_test_invoke_method_api(
         create_role_with_policy,
         region_name,
         snapshot,
+        apigw_test_invoke_response_formatter,
     ):
-        snapshot.add_transformers_list(
-            [
-                snapshot.transform.key_value(
-                    "latency", value_replacement="<latency>", reference_replacement=False
-                ),
-                snapshot.transform.jsonpath(
-                    "$..headers.X-Amzn-Trace-Id", value_replacement="x-amz-trace-id"
-                ),
-                snapshot.transform.regex(
-                    r"URI: https:\/\/.*?\/2015-03-31", "URI: https://<endpoint_url>/2015-03-31"
-                ),
-                snapshot.transform.regex(
-                    r"Integration latency: \d*? ms", "Integration latency: <latency> ms"
-                ),
-                snapshot.transform.regex(
-                    r"Date=[a-zA-Z]{3},\s\d{2}\s[a-zA-Z]{3}\s\d{4}\s\d{2}:\d{2}:\d{2}\sGMT",
-                    "Date=Day, dd MMM yyyy hh:mm:ss GMT",
-                ),
-                snapshot.transform.regex(
-                    r"x-amzn-RequestId=[a-f0-9-]{36}", "x-amzn-RequestId=<request-id-lambda>"
-                ),
-                snapshot.transform.regex(
-                    r"[a-zA-Z]{3}\s[a-zA-Z]{3}\s\d{2}\s\d{2}:\d{2}:\d{2}\sUTC\s\d{4} :",
-                    "DDD MMM dd hh:mm:ss UTC yyyy :",
-                ),
-                snapshot.transform.regex(
-                    r"Authorization=.*?,", "Authorization=<authorization-header>,"
-                ),
-                snapshot.transform.regex(
-                    r"X-Amz-Security-Token=.*?\s\[", "X-Amz-Security-Token=<token> ["
-                ),
-                snapshot.transform.regex(r"\d{8}T\d{6}Z", "<date>"),
-            ]
-        )
-
         _, role_arn = create_role_with_policy(
             "Allow", "lambda:InvokeFunction", json.dumps(APIGATEWAY_ASSUME_ROLE_POLICY), "*"
         )
@@ -1346,18 +1312,10 @@ def _test_invoke_call(
 
         invoke_simple = retry(_test_invoke_call, retries=15, sleep=1, path_with_qs="/foo")
 
-        def _transform_log(_log: str) -> dict[str, str]:
-            return {f"line{index:02d}": line for index, line in enumerate(_log.split("\n"))}
-
-        # we want to do very precise matching on the log, and splitting on new lines will help in case the snapshot
-        # fails
-        # the snapshot library does not allow to ignore an array index as the last node, so we need to put it in a dict
-        invoke_simple["log"] = _transform_log(invoke_simple["log"])
-        request_id_1 = invoke_simple["log"]["line00"].split(" ")[-1]
-        snapshot.add_transformer(
-            snapshot.transform.regex(request_id_1, "<request-id-1>"), priority=-1
+        snapshot.match(
+            "test_invoke_method_response",
+            apigw_test_invoke_response_formatter(invoke_simple),
         )
-        snapshot.match("test_invoke_method_response", invoke_simple)
 
         # run test_invoke_method API #2
         invoke_with_parameters = retry(
@@ -1371,12 +1329,10 @@ def _transform_log(_log: str) -> dict[str, str]:
         response_body = json.loads(invoke_with_parameters.get("body")).get("body")
         assert "response from" in response_body
         assert "val123" in response_body
-        invoke_with_parameters["log"] = _transform_log(invoke_with_parameters["log"])
-        request_id_2 = invoke_with_parameters["log"]["line00"].split(" ")[-1]
-        snapshot.add_transformer(
-            snapshot.transform.regex(request_id_2, "<request-id-2>"), priority=-1
+        snapshot.match(
+            "test_invoke_method_response_with_body",
+            apigw_test_invoke_response_formatter(invoke_with_parameters),
         )
-        snapshot.match("test_invoke_method_response_with_body", invoke_with_parameters)
 
     @markers.aws.validated
     @pytest.mark.parametrize("stage_name", ["local", "dev"])
diff --git a/tests/aws/services/apigateway/test_apigateway_basic.snapshot.json b/tests/aws/services/apigateway/test_apigateway_basic.snapshot.json
index 4cdbcb8e1e311..8f40ae76a2fa4 100644
--- a/tests/aws/services/apigateway/test_apigateway_basic.snapshot.json
+++ b/tests/aws/services/apigateway/test_apigateway_basic.snapshot.json
@@ -1,6 +1,6 @@
 {
   "tests/aws/services/apigateway/test_apigateway_basic.py::TestAPIGateway::test_apigw_test_invoke_method_api": {
-    "recorded-date": "11-04-2025, 18:02:16",
+    "recorded-date": "19-08-2025, 17:04:50",
     "recorded-content": {
       "test_invoke_method_response": {
         "body": {
diff --git a/tests/aws/services/apigateway/test_apigateway_basic.validation.json b/tests/aws/services/apigateway/test_apigateway_basic.validation.json
index 43de03144651a..e713561a4681c 100644
--- a/tests/aws/services/apigateway/test_apigateway_basic.validation.json
+++ b/tests/aws/services/apigateway/test_apigateway_basic.validation.json
@@ -15,7 +15,13 @@
     "last_validated_date": "2024-07-12T20:04:15+00:00"
   },
   "tests/aws/services/apigateway/test_apigateway_basic.py::TestAPIGateway::test_apigw_test_invoke_method_api": {
-    "last_validated_date": "2025-04-11T18:03:13+00:00"
+    "last_validated_date": "2025-08-19T17:04:53+00:00",
+    "durations_in_seconds": {
+      "setup": 11.42,
+      "call": 10.49,
+      "teardown": 2.81,
+      "total": 24.72
+    }
   },
   "tests/aws/services/apigateway/test_apigateway_basic.py::TestAPIGateway::test_update_rest_api_deployment": {
     "last_validated_date": "2024-04-12T21:24:49+00:00"

From 31209be6f6c5a4f2c0694c4a0d0ef18c130dbaa6 Mon Sep 17 00:00:00 2001
From: Daniel Fangl <daniel.fangl@localstack.cloud>
Date: Wed, 20 Aug 2025 14:09:43 +0200
Subject: [PATCH 126/697] Update lambda init (#13036)

---
 localstack-core/localstack/services/lambda_/packages.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/localstack-core/localstack/services/lambda_/packages.py b/localstack-core/localstack/services/lambda_/packages.py
index a41e7e03bbcd5..d580ace02153f 100644
--- a/localstack-core/localstack/services/lambda_/packages.py
+++ b/localstack-core/localstack/services/lambda_/packages.py
@@ -12,7 +12,7 @@
 """Customized LocalStack version of the AWS Lambda Runtime Interface Emulator (RIE).
 https://github.com/localstack/lambda-runtime-init/blob/localstack/README-LOCALSTACK.md
 """
-LAMBDA_RUNTIME_DEFAULT_VERSION = "v0.1.34-pre"
+LAMBDA_RUNTIME_DEFAULT_VERSION = "v0.1.35-pre"
 LAMBDA_RUNTIME_VERSION = config.LAMBDA_INIT_RELEASE_VERSION or LAMBDA_RUNTIME_DEFAULT_VERSION
 LAMBDA_RUNTIME_INIT_URL = "https://github.com/localstack/lambda-runtime-init/releases/download/{version}/aws-lambda-rie-{arch}"
 

From f672a634b1f43898e54204cd56c507be8c523193 Mon Sep 17 00:00:00 2001
From: Simon Walker <s.r.walker101@googlemail.com>
Date: Tue, 19 Aug 2025 22:10:29 +0100
Subject: [PATCH 127/697] Make local and global transforms explicit

---
 .../engine/v2/change_set_model_transform.py   | 19 ++++++++++++-------
 .../cloudformation/api/test_transformers.py   |  5 ++++-
 2 files changed, 16 insertions(+), 8 deletions(-)

diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_transform.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_transform.py
index f957c2327cd5c..27ef2cbfc38a1 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_transform.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_transform.py
@@ -90,6 +90,14 @@ def __init__(
         self._before_template = before_template or Nothing
         self._after_template = after_template or Nothing
 
+    def transform(self) -> tuple[dict, dict]:
+        self._setup_runtime_cache()
+        self._execute_local_transforms()
+        transformed_before_template, transformed_after_template = self._execute_global_transforms()
+        self._save_runtime_cache()
+
+        return transformed_before_template, transformed_after_template
+
     # Ported from v1:
     @staticmethod
     def _apply_global_serverless_transformation(
@@ -174,17 +182,16 @@ def _apply_global_transform(
             )
         return transformed_template
 
-    def transform(self) -> tuple[dict, dict]:
-        self._setup_runtime_cache()
-
+    def _execute_local_transforms(self):
         node_template = self._change_set.update_model.node_template
+        self.visit_node_resources(node_template.resources)
 
+    def _execute_global_transforms(self) -> tuple[dict, dict]:
+        node_template = self._change_set.update_model.node_template
         parameters_delta = self.visit_node_parameters(node_template.parameters)
         parameters_before = parameters_delta.before
         parameters_after = parameters_delta.after
 
-        self.visit_node_resources(node_template.resources)
-
         transform_delta: PreprocEntityDelta[list[GlobalTransform], list[GlobalTransform]] = (
             self.visit_node_transform(node_template.transform)
         )
@@ -224,8 +231,6 @@ def transform(self) -> tuple[dict, dict]:
                 transformed_after_template.pop("Transform")
             self._after_cache[_SCOPE_TRANSFORM_TEMPLATE_OUTCOME] = transformed_after_template
 
-        self._save_runtime_cache()
-
         return transformed_before_template, transformed_after_template
 
     def visit_node_global_transform(
diff --git a/tests/aws/services/cloudformation/api/test_transformers.py b/tests/aws/services/cloudformation/api/test_transformers.py
index 71fc8594b1017..c07abe8a46ec3 100644
--- a/tests/aws/services/cloudformation/api/test_transformers.py
+++ b/tests/aws/services/cloudformation/api/test_transformers.py
@@ -215,7 +215,6 @@ def transform(template: str, parameters: dict[str, str] | None = None) -> Transf
         call_safe(lambda: aws_client.cloudformation.delete_stack(StackName=stack_id))
 
 
-@skip_if_v2_provider("LanguageExtensions")
 class TestLanguageExtensionsTransform:
     """
     Manual testing of the language extensions trasnform
@@ -239,6 +238,7 @@ def test_transform_length(self, transform_template, snapshot):
 
     @markers.aws.validated
     @markers.snapshot.skip_snapshot_verify(paths=["$..PhysicalResourceId", "$..StackId"])
+    @skip_if_v2_provider("LanguageExtensions")
     def test_transform_foreach(self, transform_template, snapshot):
         topic_names = [
             f"mytopic1{short_uid()}",
@@ -268,6 +268,7 @@ def test_transform_foreach(self, transform_template, snapshot):
     @markers.snapshot.skip_snapshot_verify(
         paths=["$..StackResources..PhysicalResourceId", "$..StackResources..StackId"]
     )
+    @skip_if_v2_provider("LanguageExtensions")
     def test_transform_foreach_multiple_resources(self, transform_template, snapshot):
         snapshot.add_transformer(
             SortingTransformer("StackResources", lambda resource: resource["LogicalResourceId"])
@@ -294,6 +295,7 @@ def test_transform_foreach_multiple_resources(self, transform_template, snapshot
             "$..StackResources..StackId",
         ]
     )
+    @skip_if_v2_provider("LanguageExtensions")
     def test_transform_foreach_use_case(self, aws_client, transform_template, snapshot):
         snapshot.add_transformer(
             SortingTransformer("StackResources", lambda resource: resource["LogicalResourceId"])
@@ -334,6 +336,7 @@ def test_transform_foreach_use_case(self, aws_client, transform_template, snapsh
             "$..StackResources..StackId",
         ]
     )
+    @skip_if_v2_provider("LanguageExtensions")
     def test_transform_to_json_string(self, aws_client, transform_template, snapshot):
         snapshot.add_transformer(
             SortingTransformer("StackResources", lambda resource: resource["LogicalResourceId"])

From d61865f669c645b69d88566a81ae683149fef485 Mon Sep 17 00:00:00 2001
From: Simon Walker <s.r.walker101@googlemail.com>
Date: Tue, 19 Aug 2025 23:13:09 +0100
Subject: [PATCH 128/697] Implement Fn::Length

---
 .../engine/v2/change_set_model_transform.py   | 36 +++++++++++++++----
 1 file changed, 29 insertions(+), 7 deletions(-)

diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_transform.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_transform.py
index 27ef2cbfc38a1..9da5dd1dbf0e8 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_transform.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_transform.py
@@ -11,10 +11,13 @@
 from samtranslator.translator.transform import transform as transform_sam
 
 from localstack.aws.connect import connect_to
+from localstack.services.cloudformation.engine.parameters import StackParameter
 from localstack.services.cloudformation.engine.policy_loader import create_policy_loader
 from localstack.services.cloudformation.engine.template_preparer import parse_template
 from localstack.services.cloudformation.engine.transformers import (
     FailedTransformationException,
+    ResolveRefsRecursivelyContext,
+    apply_language_extensions_transform,
 )
 from localstack.services.cloudformation.engine.v2.change_set_model import (
     ChangeType,
@@ -154,8 +157,20 @@ def _apply_global_transform(
     ) -> dict:
         transform_name = global_transform.name
         if transform_name == EXTENSIONS_TRANSFORM:
-            # Applied lazily in downstream tasks (see ChangeSetModelPreproc).
-            transformed_template = template
+            resources = template["Resources"]
+            mappings = template.get("Mappings", {})
+            conditions = template.get("Conditions", {})
+
+            resolve_context = ResolveRefsRecursivelyContext(
+                self._change_set.account_id,
+                self._change_set.region_name,
+                self._change_set.stack.stack_name,
+                resources,
+                mappings,
+                conditions,
+                parameters,
+            )
+            transformed_template = apply_language_extensions_transform(template, resolve_context)
         elif transform_name == SERVERLESS_TRANSFORM:
             transformed_template = self._apply_global_serverless_transformation(
                 region_name=self._change_set.region_name,
@@ -188,9 +203,6 @@ def _execute_local_transforms(self):
 
     def _execute_global_transforms(self) -> tuple[dict, dict]:
         node_template = self._change_set.update_model.node_template
-        parameters_delta = self.visit_node_parameters(node_template.parameters)
-        parameters_before = parameters_delta.before
-        parameters_after = parameters_delta.after
 
         transform_delta: PreprocEntityDelta[list[GlobalTransform], list[GlobalTransform]] = (
             self.visit_node_transform(node_template.transform)
@@ -205,9 +217,11 @@ def _execute_global_transforms(self) -> tuple[dict, dict]:
             else:
                 for before_global_transform in transform_before:
                     if not is_nothing(before_global_transform.name):
+                        before_parameters = {}
+
                         transformed_before_template = self._apply_global_transform(
                             global_transform=before_global_transform,
-                            parameters=parameters_before,
+                            parameters=before_parameters,
                             template=transformed_before_template,
                         )
 
@@ -221,9 +235,17 @@ def _execute_global_transforms(self) -> tuple[dict, dict]:
             transformed_after_template = self._after_template
             for after_global_transform in transform_after:
                 if not is_nothing(after_global_transform.name):
+                    after_parameters: dict[str, StackParameter] = {}
+                    for name, engine_param in self._after_parameters.items():
+                        after_parameters[name] = StackParameter(
+                            ParameterKey=name,
+                            ParameterValue=engine_parameter_value(engine_param),
+                            ResolvedValue=engine_param.get("resolved_value"),
+                            ParameterType=engine_param["type_"],
+                        )
                     transformed_after_template = self._apply_global_transform(
                         global_transform=after_global_transform,
-                        parameters=parameters_after,
+                        parameters=after_parameters,
                         template=transformed_after_template,
                     )
             # Macro transformations won't remove the transform from the template

From a95c522f1d79b68fa9a75d0bd4ed919a61ba3b16 Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Wed, 20 Aug 2025 14:55:19 +0100
Subject: [PATCH 129/697] Handle parameter conversions for different transforms

---
 .../cloudformation/engine/transformers.py     |  3 +-
 .../engine/v2/change_set_model_transform.py   | 49 ++++++++++++-------
 2 files changed, 33 insertions(+), 19 deletions(-)

diff --git a/localstack-core/localstack/services/cloudformation/engine/transformers.py b/localstack-core/localstack/services/cloudformation/engine/transformers.py
index 878288fa9b19b..d4c140fb2361e 100644
--- a/localstack-core/localstack/services/cloudformation/engine/transformers.py
+++ b/localstack-core/localstack/services/cloudformation/engine/transformers.py
@@ -14,6 +14,7 @@
 
 from localstack.aws.api import CommonServiceException
 from localstack.aws.connect import connect_to
+from localstack.services.cloudformation.engine.parameters import StackParameter
 from localstack.services.cloudformation.engine.policy_loader import create_policy_loader
 from localstack.services.cloudformation.engine.template_deployer import resolve_refs_recursively
 from localstack.services.cloudformation.engine.validations import ValidationError
@@ -39,7 +40,7 @@ class ResolveRefsRecursivelyContext:
     resources: dict
     mappings: dict
     conditions: dict
-    parameters: dict
+    parameters: dict[str, StackParameter]
 
     def resolve(self, value: Any) -> Any:
         return resolve_refs_recursively(
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_transform.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_transform.py
index 9da5dd1dbf0e8..f0f5136087768 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_transform.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_transform.py
@@ -42,7 +42,7 @@
 from localstack.services.cloudformation.engine.validations import ValidationError
 from localstack.services.cloudformation.stores import get_cloudformation_store
 from localstack.services.cloudformation.v2.entities import ChangeSet
-from localstack.services.cloudformation.v2.types import engine_parameter_value
+from localstack.services.cloudformation.v2.types import EngineParameter, engine_parameter_value
 from localstack.utils import testutil
 from localstack.utils.strings import long_uid
 
@@ -56,6 +56,20 @@
 _SCOPE_TRANSFORM_TEMPLATE_OUTCOME: Final[Scope] = Scope("TRANSFORM_TEMPLATE_OUTCOME")
 
 
+def engine_parameters_to_stack_parameters(
+    engine_parameters: dict[str, EngineParameter],
+) -> dict[str, StackParameter]:
+    out = {}
+    for name, engine_param in engine_parameters.items():
+        out[name] = StackParameter(
+            ParameterKey=name,
+            ParameterValue=engine_parameter_value(engine_param),
+            ResolvedValue=engine_param.get("resolved_value"),
+            ParameterType=engine_param["type_"],
+        )
+    return out
+
+
 # TODO: evaluate the use of subtypes to represent and validate types of transforms
 class GlobalTransform:
     name: str
@@ -74,8 +88,8 @@ class TransformPreprocParameter(TypedDict):
 
 
 class ChangeSetModelTransform(ChangeSetModelPreproc):
-    _before_parameters: Final[dict]
-    _after_parameters: Final[dict]
+    _before_parameters: Final[dict[str, EngineParameter] | None]
+    _after_parameters: Final[dict[str, EngineParameter] | None]
     _before_template: Final[Maybe[dict]]
     _after_template: Final[Maybe[dict]]
 
@@ -153,7 +167,10 @@ def _compute_include_transform(self, parameters: dict, fragment: dict) -> dict:
         return {**fragment, **template_to_include}
 
     def _apply_global_transform(
-        self, global_transform: GlobalTransform, template: dict, parameters: dict
+        self,
+        global_transform: GlobalTransform,
+        template: dict,
+        parameters: dict[str, EngineParameter],
     ) -> dict:
         transform_name = global_transform.name
         if transform_name == EXTENSIONS_TRANSFORM:
@@ -168,14 +185,20 @@ def _apply_global_transform(
                 resources,
                 mappings,
                 conditions,
-                parameters,
+                parameters=engine_parameters_to_stack_parameters(parameters),
             )
             transformed_template = apply_language_extensions_transform(template, resolve_context)
         elif transform_name == SERVERLESS_TRANSFORM:
+            # serverless transform just requires the key/value pairs
+            serverless_parameters = {}
+            for name, param in parameters.items():
+                serverless_parameters[name] = param.get("resolved_value") or engine_parameter_value(
+                    param
+                )
             transformed_template = self._apply_global_serverless_transformation(
                 region_name=self._change_set.region_name,
                 template=template,
-                parameters=parameters,
+                parameters=serverless_parameters,
             )
         elif transform_name == SECRETSMANAGER_TRANSFORM:
             # https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/transform-aws-secretsmanager.html
@@ -217,11 +240,9 @@ def _execute_global_transforms(self) -> tuple[dict, dict]:
             else:
                 for before_global_transform in transform_before:
                     if not is_nothing(before_global_transform.name):
-                        before_parameters = {}
-
                         transformed_before_template = self._apply_global_transform(
                             global_transform=before_global_transform,
-                            parameters=before_parameters,
+                            parameters=self._before_parameters,
                             template=transformed_before_template,
                         )
 
@@ -235,17 +256,9 @@ def _execute_global_transforms(self) -> tuple[dict, dict]:
             transformed_after_template = self._after_template
             for after_global_transform in transform_after:
                 if not is_nothing(after_global_transform.name):
-                    after_parameters: dict[str, StackParameter] = {}
-                    for name, engine_param in self._after_parameters.items():
-                        after_parameters[name] = StackParameter(
-                            ParameterKey=name,
-                            ParameterValue=engine_parameter_value(engine_param),
-                            ResolvedValue=engine_param.get("resolved_value"),
-                            ParameterType=engine_param["type_"],
-                        )
                     transformed_after_template = self._apply_global_transform(
                         global_transform=after_global_transform,
-                        parameters=after_parameters,
+                        parameters=self._after_parameters,
                         template=transformed_after_template,
                     )
             # Macro transformations won't remove the transform from the template

From b77ea6295d2952466952195f8e56f85770d01234 Mon Sep 17 00:00:00 2001
From: Przemek Denkiewicz <67517453+hovaesco@users.noreply.github.com>
Date: Thu, 21 Aug 2025 13:22:55 +0200
Subject: [PATCH 130/697] Add workflow to enforce docs PR labels (#13035)

---
 .github/workflows/pr-enforce-docs-labels.yml | 11 +++++++++++
 .github/workflows/sync-labels.yml            |  2 +-
 2 files changed, 12 insertions(+), 1 deletion(-)
 create mode 100644 .github/workflows/pr-enforce-docs-labels.yml

diff --git a/.github/workflows/pr-enforce-docs-labels.yml b/.github/workflows/pr-enforce-docs-labels.yml
new file mode 100644
index 0000000000000..5a8de216c6255
--- /dev/null
+++ b/.github/workflows/pr-enforce-docs-labels.yml
@@ -0,0 +1,11 @@
+name: Enforce Docs Labels
+
+on:
+  pull_request_target:
+    types: [labeled, unlabeled, opened, edited, synchronize]
+
+jobs:
+  enforce-docs-labels:
+    uses: localstack/meta/.github/workflows/pr-enforce-docs-labels.yml@main
+    secrets:
+      github-token: ${{ secrets.PRO_ACCESS_TOKEN }}
diff --git a/.github/workflows/sync-labels.yml b/.github/workflows/sync-labels.yml
index f9835bf171c39..cbfa316871909 100644
--- a/.github/workflows/sync-labels.yml
+++ b/.github/workflows/sync-labels.yml
@@ -10,6 +10,6 @@ jobs:
   sync-labels:
     uses: localstack/meta/.github/workflows/sync-labels.yml@main
     with:
-        categories: status,aws,semver
+        categories: status,aws,semver,docs
     secrets:
       github-token: ${{ secrets.PRO_ACCESS_TOKEN }}

From 3ce30649a29c2a0fa7c98103bb4939e2e99273de Mon Sep 17 00:00:00 2001
From: Joel Scheuner <joel.scheuner.dev@gmail.com>
Date: Thu, 21 Aug 2025 17:23:43 +0200
Subject: [PATCH 131/697] Fix cross-arch Docker build (#13042)

---
 Makefile             | 6 +++---
 bin/docker-helper.sh | 2 +-
 2 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/Makefile b/Makefile
index 340835293e616..58bbab9c7dda8 100644
--- a/Makefile
+++ b/Makefile
@@ -9,9 +9,9 @@ PYTEST_LOGLEVEL ?= warning
 
 uname_m := $(shell uname -m)
 ifeq ($(uname_m),x86_64)
-platform = amd64
+PLATFORM ?= amd64
 else
-platform = arm64
+PLATFORM ?= arm64
 endif
 
 ifeq ($(OS), Windows_NT)
@@ -143,7 +143,7 @@ init-precommit:    		  ## install te pre-commit hook into your local git reposit
 	($(VENV_RUN); pre-commit install)
 
 docker-build:
-	IMAGE_NAME=$(IMAGE_NAME) PLATFORM=$(platform) ./bin/docker-helper.sh build
+	IMAGE_NAME=$(IMAGE_NAME) PLATFORM=$(PLATFORM) ./bin/docker-helper.sh build
 
 clean:             		  ## Clean up (npm dependencies, downloaded infrastructure code, compiled Java classes)
 	rm -rf .filesystem
diff --git a/bin/docker-helper.sh b/bin/docker-helper.sh
index 32f123af3fa54..0e838ebfe00ba 100755
--- a/bin/docker-helper.sh
+++ b/bin/docker-helper.sh
@@ -137,7 +137,7 @@ function cmd-build() {
     # --add-host: Fix for Centos host OS
     # --build-arg BUILDKIT_INLINE_CACHE=1: Instruct buildkit to inline the caching information into the image
     # --cache-from: Use the inlined caching information when building the image
-    DOCKER_BUILDKIT=1 docker buildx build --pull --progress=plain \
+    DOCKER_BUILDKIT=1 docker buildx build --platform linux/$PLATFORM --pull --progress=plain \
       --cache-from "$IMAGE_NAME" --build-arg BUILDKIT_INLINE_CACHE=1 \
       --build-arg LOCALSTACK_PRE_RELEASE=$(_is_release_commit && echo "0" || echo "1") \
       --build-arg LOCALSTACK_BUILD_GIT_HASH=$(git rev-parse --short HEAD) \

From 19b301e9f4c6ec66ff2217330ed12e6c156d8978 Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Thu, 21 Aug 2025 17:48:22 +0100
Subject: [PATCH 132/697] CFNV2: Implement Fn::ForEach and Fn::ToJsonString for
 language extensions (#13034)

---
 .../engine/v2/change_set_model.py             | 47 ++++++++++++++++++-
 .../engine/v2/change_set_model_preproc.py     |  4 +-
 .../engine/v2/change_set_model_transform.py   |  4 ++
 .../services/cloudformation/v2/provider.py    |  2 +-
 .../cloudformation/api/test_transformers.py   | 11 +++--
 .../cloudformation/test_template_engine.py    |  3 +-
 6 files changed, 59 insertions(+), 12 deletions(-)

diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py
index 38ecadbf1361d..e14005f922b84 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py
@@ -372,17 +372,20 @@ def __init__(self, scope: Scope, global_transforms: list[NodeGlobalTransform]):
 class NodeResources(ChangeSetNode):
     resources: Final[list[NodeResource]]
     fn_transform: Final[Maybe[NodeIntrinsicFunctionFnTransform]]
+    fn_foreaches: Final[list[NodeForEach]]
 
     def __init__(
         self,
         scope: Scope,
         resources: list[NodeResource],
         fn_transform: Maybe[NodeIntrinsicFunctionFnTransform],
+        fn_foreaches: list[NodeForEach],
     ):
-        change_type = parent_change_type_of(resources)
+        change_type = parent_change_type_of(resources + [fn_transform] + fn_foreaches)
         super().__init__(scope=scope, change_type=change_type)
         self.resources = resources
         self.fn_transform = fn_transform
+        self.fn_foreaches = fn_foreaches
 
 
 class NodeResource(ChangeSetNode):
@@ -492,6 +495,20 @@ def __init__(
         self.after_siblings = after_siblings
 
 
+class NodeForEach(ChangeSetNode):
+    def __init__(
+        self,
+        scope: Scope,
+        change_type: Final[ChangeType],
+        arguments: Final[ChangeSetEntity],
+    ):
+        super().__init__(
+            scope=scope,
+            change_type=change_type,
+        )
+        self.arguments = arguments
+
+
 class NodeObject(ChangeSetNode):
     bindings: Final[dict[str, ChangeSetEntity]]
 
@@ -709,6 +726,18 @@ def _visit_intrinsic_function(
         self._visited_scopes[scope] = node_intrinsic_function
         return node_intrinsic_function
 
+    def _visit_foreach(
+        self, scope: Scope, before_arguments: Maybe[list], after_arguments: Maybe[list]
+    ) -> NodeForEach:
+        node_foreach = self._visited_scopes.get(scope)
+        if isinstance(node_foreach, NodeForEach):
+            return node_foreach
+        arguments_scope = scope.open_scope("args")
+        arguments = self._visit_array(
+            arguments_scope, before_array=before_arguments, after_array=after_arguments
+        )
+        return NodeForEach(scope=scope, change_type=arguments.change_type, arguments=arguments)
+
     def _resolve_intrinsic_function_fn_sub(self, arguments: ChangeSetEntity) -> ChangeType:
         # TODO: This routine should instead export the implicit Ref and GetAtt calls within the first
         #       string template parameter and compute the respective change set types. Currently,
@@ -1165,6 +1194,7 @@ def _visit_resources(
         resources: list[NodeResource] = []
         resource_names = self._safe_keys_of(before_resources, after_resources)
         fn_transform = Nothing
+        fn_foreaches = []
         for resource_name in resource_names:
             resource_scope, (before_resource, after_resource) = self._safe_access_in(
                 scope, resource_name, before_resources, after_resources
@@ -1177,6 +1207,14 @@ def _visit_resources(
                     after_arguments=after_resource,
                 )
                 continue
+            elif resource_name.startswith("Fn::ForEach"):
+                fn_for_each = self._visit_foreach(
+                    scope=resource_scope,
+                    before_arguments=before_resource,
+                    after_arguments=after_resource,
+                )
+                fn_foreaches.append(fn_for_each)
+                continue
             resource = self._visit_resource(
                 scope=resource_scope,
                 resource_name=resource_name,
@@ -1184,7 +1222,12 @@ def _visit_resources(
                 after_resource=after_resource,
             )
             resources.append(resource)
-        return NodeResources(scope=scope, resources=resources, fn_transform=fn_transform)
+        return NodeResources(
+            scope=scope,
+            resources=resources,
+            fn_transform=fn_transform,
+            fn_foreaches=fn_foreaches,
+        )
 
     def _visit_mapping(
         self, scope: Scope, name: str, before_mapping: Maybe[dict], after_mapping: Maybe[dict]
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
index 4a268fa9b0857..5f6831e645b1b 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
@@ -486,9 +486,9 @@ def visit_node_object(self, node_object: NodeObject) -> PreprocEntityDelta:
             delta: PreprocEntityDelta = self.visit(change_set_entity=change_set_entity)
             delta_before = delta.before
             delta_after = delta.after
-            if not is_nothing(before) and not is_nothing(delta_before) and delta_before is not None:
+            if not is_nothing(before) and not is_nothing(delta_before):
                 before[name] = delta_before
-            if not is_nothing(after) and not is_nothing(delta_after) and delta_after is not None:
+            if not is_nothing(after) and not is_nothing(delta_after):
                 after[name] = delta_after
         return PreprocEntityDelta(before=before, after=after)
 
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_transform.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_transform.py
index f0f5136087768..656c6797e91f9 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_transform.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_transform.py
@@ -23,6 +23,7 @@
     ChangeType,
     FnTransform,
     Maybe,
+    NodeForEach,
     NodeGlobalTransform,
     NodeIntrinsicFunction,
     NodeIntrinsicFunctionFnTransform,
@@ -356,6 +357,9 @@ def _replace_at_jsonpath(self, template: dict, path: str, result: Any):
 
         return result_template
 
+    def visit_node_for_each(self, node_foreach: NodeForEach) -> PreprocEntityDelta:
+        return PreprocEntityDelta()
+
     def visit_node_intrinsic_function_fn_transform(
         self, node_intrinsic_function: NodeIntrinsicFunctionFnTransform
     ) -> PreprocEntityDelta:
diff --git a/localstack-core/localstack/services/cloudformation/v2/provider.py b/localstack-core/localstack/services/cloudformation/v2/provider.py
index ee795a50e9e94..3e2f020131431 100644
--- a/localstack-core/localstack/services/cloudformation/v2/provider.py
+++ b/localstack-core/localstack/services/cloudformation/v2/provider.py
@@ -349,6 +349,7 @@ def _setup_change_set_model(
         # the transformations.
         update_model.before_runtime_cache.update(raw_update_model.before_runtime_cache)
         update_model.after_runtime_cache.update(raw_update_model.after_runtime_cache)
+        change_set.set_update_model(update_model)
 
         # perform validations
         validator = ChangeSetModelValidator(
@@ -361,7 +362,6 @@ def _setup_change_set_model(
             if transform.global_transforms:
                 # global transforms should always be considered "MODIFIED"
                 update_model.node_template.change_type = ChangeType.MODIFIED
-        change_set.set_update_model(update_model)
         change_set.processed_template = transformed_after_template
 
     @handler("CreateChangeSet", expand=False)
diff --git a/tests/aws/services/cloudformation/api/test_transformers.py b/tests/aws/services/cloudformation/api/test_transformers.py
index c07abe8a46ec3..d39047d5b3276 100644
--- a/tests/aws/services/cloudformation/api/test_transformers.py
+++ b/tests/aws/services/cloudformation/api/test_transformers.py
@@ -6,7 +6,7 @@
 import pytest
 from botocore.exceptions import WaiterError
 from localstack_snapshot.snapshots.transformer import SortingTransformer
-from tests.aws.services.cloudformation.conftest import skip_if_v2_provider
+from tests.aws.services.cloudformation.conftest import skipped_v2_items
 
 from localstack.aws.connect import ServiceLevelClientFactory
 from localstack.testing.pytest import markers
@@ -238,7 +238,6 @@ def test_transform_length(self, transform_template, snapshot):
 
     @markers.aws.validated
     @markers.snapshot.skip_snapshot_verify(paths=["$..PhysicalResourceId", "$..StackId"])
-    @skip_if_v2_provider("LanguageExtensions")
     def test_transform_foreach(self, transform_template, snapshot):
         topic_names = [
             f"mytopic1{short_uid()}",
@@ -268,7 +267,6 @@ def test_transform_foreach(self, transform_template, snapshot):
     @markers.snapshot.skip_snapshot_verify(
         paths=["$..StackResources..PhysicalResourceId", "$..StackResources..StackId"]
     )
-    @skip_if_v2_provider("LanguageExtensions")
     def test_transform_foreach_multiple_resources(self, transform_template, snapshot):
         snapshot.add_transformer(
             SortingTransformer("StackResources", lambda resource: resource["LogicalResourceId"])
@@ -294,8 +292,12 @@ def test_transform_foreach_multiple_resources(self, transform_template, snapshot
             "$..StackResources..PhysicalResourceId",
             "$..StackResources..StackId",
         ]
+        + skipped_v2_items(
+            # we now set this with the v2 provider for extra clarity but this field is not set on
+            # AWS
+            "$..StackResources..ResourceStatusReason",
+        )
     )
-    @skip_if_v2_provider("LanguageExtensions")
     def test_transform_foreach_use_case(self, aws_client, transform_template, snapshot):
         snapshot.add_transformer(
             SortingTransformer("StackResources", lambda resource: resource["LogicalResourceId"])
@@ -336,7 +338,6 @@ def test_transform_foreach_use_case(self, aws_client, transform_template, snapsh
             "$..StackResources..StackId",
         ]
     )
-    @skip_if_v2_provider("LanguageExtensions")
     def test_transform_to_json_string(self, aws_client, transform_template, snapshot):
         snapshot.add_transformer(
             SortingTransformer("StackResources", lambda resource: resource["LogicalResourceId"])
diff --git a/tests/aws/services/cloudformation/test_template_engine.py b/tests/aws/services/cloudformation/test_template_engine.py
index dc485e0e5362e..d687c1d1c9be3 100644
--- a/tests/aws/services/cloudformation/test_template_engine.py
+++ b/tests/aws/services/cloudformation/test_template_engine.py
@@ -8,7 +8,7 @@
 import pytest
 import yaml
 from botocore.exceptions import ClientError
-from tests.aws.services.cloudformation.conftest import skip_if_v1_provider, skip_if_v2_provider
+from tests.aws.services.cloudformation.conftest import skip_if_v1_provider
 
 from localstack.aws.api.lambda_ import Runtime
 from localstack.services.cloudformation.engine.yaml_parser import parse_yaml
@@ -114,7 +114,6 @@ def test_base64_sub_and_getatt_functions(self, deploy_cfn_template):
         converted_string = base64.b64encode(bytes(original_string, "utf-8")).decode("utf-8")
         assert converted_string == deployed.outputs["Encoded"]
 
-    @skip_if_v2_provider("LanguageExtensions")
     @markers.aws.validated
     def test_split_length_and_join_functions(self, deploy_cfn_template):
         template_path = os.path.join(

From 167994765c8d00fc9cb3108d4482ff765d0e565d Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Thu, 21 Aug 2025 18:25:56 +0100
Subject: [PATCH 133/697] CFNV2: correct state modelling of failed stacks
 (#13040)

---
 .../engine/v2/change_set_model_executor.py    | 92 +++++++++++++----
 .../engine/v2/change_set_model_preproc.py     | 17 +++-
 .../engine/v2/change_set_model_transform.py   |  7 +-
 .../engine/v2/change_set_model_validator.py   |  9 ++
 .../services/cloudformation/v2/entities.py    |  7 +-
 .../services/cloudformation/v2/provider.py    | 40 ++++----
 .../services/cloudformation/v2/types.py       |  7 +-
 .../pytest/cloudformation/transformers.py     |  0
 .../cloudformation/api/test_changesets.py     | 98 +++++++------------
 .../api/test_changesets.snapshot.json         |  6 ++
 .../api/test_changesets.validation.json       |  9 ++
 .../cloudformation/api/test_nested_stacks.py  |  2 -
 .../api/test_nested_stacks.snapshot.json      |  2 +-
 .../api/test_nested_stacks.validation.json    |  8 +-
 tests/aws/services/cloudformation/conftest.py |  8 --
 .../iam/aws_iam_user/test_parity.py           |  1 -
 .../cloudformation/resources/test_sns.py      | 69 ++++++++++---
 .../resources/test_sns.snapshot.json          | 27 +++++
 .../resources/test_sns.validation.json        |  9 ++
 .../test_change_sets.snapshot.json            | 41 +++++++-
 .../test_change_sets.validation.json          | 10 +-
 21 files changed, 324 insertions(+), 145 deletions(-)
 create mode 100644 localstack-core/localstack/testing/pytest/cloudformation/transformers.py

diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py
index 6b008a353d9ba..d0c365fe7413e 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py
@@ -53,6 +53,7 @@
 class ChangeSetModelExecutorResult:
     resources: dict[str, ResolvedResource]
     outputs: list[Output]
+    failure_message: str | None = None
 
 
 class DeferredAction(Protocol):
@@ -65,6 +66,16 @@ class Deferred:
     action: DeferredAction
 
 
+class TriggerRollback(Exception):
+    """
+    Sentinel exception to signal that the deployment should be stopped for a reason
+    """
+
+    def __init__(self, logical_resource_id: str, reason: str | None):
+        self.logical_resource_id = logical_resource_id
+        self.reason = reason
+
+
 class ChangeSetModelExecutor(ChangeSetModelPreproc):
     # TODO: add typing for resolved resources and parameters.
     resources: Final[dict[str, ResolvedResource]]
@@ -83,10 +94,23 @@ def __init__(self, change_set: ChangeSet):
 
     def execute(self) -> ChangeSetModelExecutorResult:
         # constructive process
-        self.process()
+        failure_message = None
+        try:
+            self.process()
+        except TriggerRollback as e:
+            failure_message = e.reason
+        except Exception as e:
+            failure_message = str(e)
 
         if self._deferred_actions:
-            self._change_set.stack.set_stack_status(StackStatus.UPDATE_COMPLETE_CLEANUP_IN_PROGRESS)
+            if failure_message:
+                # TODO: differentiate between update and create
+                self._change_set.stack.set_stack_status(StackStatus.ROLLBACK_IN_PROGRESS)
+            else:
+                # TODO: correct status
+                self._change_set.stack.set_stack_status(
+                    StackStatus.UPDATE_COMPLETE_CLEANUP_IN_PROGRESS
+                )
 
             # perform all deferred actions such as deletions. These must happen in reverse from their
             # defined order so that resource dependencies are honoured
@@ -95,9 +119,12 @@ def execute(self) -> ChangeSetModelExecutorResult:
                 LOG.debug("executing deferred action: '%s'", deferred.name)
                 deferred.action()
 
+        if failure_message:
+            # TODO: differentiate between update and create
+            self._change_set.stack.set_stack_status(StackStatus.ROLLBACK_COMPLETE)
+
         return ChangeSetModelExecutorResult(
-            resources=self.resources,
-            outputs=self.outputs,
+            resources=self.resources, outputs=self.outputs, failure_message=failure_message
         )
 
     def _defer_action(self, name: str, action: DeferredAction):
@@ -137,9 +164,10 @@ def _process_event(
         else:
             status = f"{status_from_action}_{event_status.name}"
 
+        physical_resource_id = self._get_physical_id(logical_resource_id, False)
         self._change_set.stack.set_resource_status(
             logical_resource_id=logical_resource_id,
-            physical_resource_id=self._get_physical_id(logical_resource_id, False) or "",
+            physical_resource_id=physical_resource_id,
             resource_type=resource_type,
             status=ResourceStatus(status),
             resource_status_reason=reason,
@@ -219,10 +247,24 @@ def visit_node_resource(
         # Update the latest version of this resource for downstream references.
         if not is_nothing(after):
             after_logical_id = after.logical_id
-            after_physical_id: str = self._after_resource_physical_id(
-                resource_logical_id=after_logical_id
-            )
-            after.physical_resource_id = after_physical_id
+            resource = self.resources[after_logical_id]
+            resource_failed_to_deploy = resource["ResourceStatus"] in {
+                ResourceStatus.CREATE_FAILED,
+                ResourceStatus.UPDATE_FAILED,
+            }
+            if not resource_failed_to_deploy:
+                after_physical_id: str = self._after_resource_physical_id(
+                    resource_logical_id=after_logical_id
+                )
+                after.physical_resource_id = after_physical_id
+            after.status = resource["ResourceStatus"]
+
+            # terminate the deployment process
+            if resource_failed_to_deploy:
+                raise TriggerRollback(
+                    logical_resource_id=after_logical_id,
+                    reason=resource.get("ResourceStatusReason"),
+                )
         return delta
 
     def visit_node_output(
@@ -291,6 +333,7 @@ def cleanup():
                             resource_type=before.resource_type,
                             before_properties=before_properties,
                             after_properties=None,
+                            part_of_replacement=True,
                         )
                         self._process_event(
                             action=ChangeAction.Remove,
@@ -425,6 +468,7 @@ def _execute_resource_action(
         resource_type: str,
         before_properties: PreprocProperties | None,
         after_properties: PreprocProperties | None,
+        part_of_replacement: bool = False,
     ) -> ProgressEvent:
         LOG.debug("Executing resource action: %s for resource '%s'", action, logical_resource_id)
         payload = self.create_resource_provider_payload(
@@ -481,6 +525,19 @@ def _execute_resource_action(
                 message=f"Resource type {resource_type} not supported",
             )
 
+        if part_of_replacement and action == ChangeAction.Remove:
+            # Early return as we don't want to update internal state of the executor if this is a
+            # cleanup of an old resource. The new resource has already been created and the state
+            # updated
+            return event
+
+        status_from_action = EventOperationFromAction[action.value]
+        resolved_resource = ResolvedResource(
+            Properties=event.resource_model,
+            LogicalResourceId=logical_resource_id,
+            Type=resource_type,
+            LastUpdatedTimestamp=datetime.now(UTC),
+        )
         match event.status:
             case OperationStatus.SUCCESS:
                 # merge the resources state with the external state
@@ -495,33 +552,30 @@ def _execute_resource_action(
 
                 # Don't update the resolved resources if we have deleted that resource
                 if action != ChangeAction.Remove:
-                    status_from_action = EventOperationFromAction[action.value]
                     physical_resource_id = (
                         extra_resource_properties["PhysicalResourceId"]
                         if resource_provider
                         else MOCKED_REFERENCE
                     )
-                    resolved_resource = ResolvedResource(
-                        Properties=event.resource_model,
-                        LogicalResourceId=logical_resource_id,
-                        Type=resource_type,
-                        LastUpdatedTimestamp=datetime.now(UTC),
-                        ResourceStatus=ResourceStatus(f"{status_from_action}_COMPLETE"),
-                        PhysicalResourceId=physical_resource_id,
+                    resolved_resource["PhysicalResourceId"] = physical_resource_id
+                    resolved_resource["ResourceStatus"] = ResourceStatus(
+                        f"{status_from_action}_COMPLETE"
                     )
                     # TODO: do we actually need this line?
                     resolved_resource.update(extra_resource_properties)
 
-                    self.resources[logical_resource_id] = resolved_resource
-
             case OperationStatus.FAILED:
                 reason = event.message
                 LOG.warning(
                     "Resource provider operation failed: '%s'",
                     reason,
                 )
+                resolved_resource["ResourceStatus"] = ResourceStatus(f"{status_from_action}_FAILED")
+                resolved_resource["ResourceStatusReason"] = reason
             case other:
                 raise NotImplementedError(f"Event status '{other}' not handled")
+
+        self.resources[logical_resource_id] = resolved_resource
         return event
 
     def create_resource_provider_payload(
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
index 5f6831e645b1b..a0013ac22d5ff 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
@@ -9,6 +9,7 @@
 from botocore.exceptions import ClientError
 
 from localstack import config
+from localstack.aws.api.cloudformation import ResourceStatus
 from localstack.aws.api.ec2 import AvailabilityZoneList, DescribeAvailabilityZonesResult
 from localstack.aws.connect import connect_to
 from localstack.services.cloudformation.engine.v2.change_set_model import (
@@ -52,6 +53,7 @@
     exports_map,
 )
 from localstack.services.cloudformation.v2.entities import ChangeSet
+from localstack.services.cloudformation.v2.types import ResolvedResource
 from localstack.utils.aws.arns import get_partition
 from localstack.utils.objects import get_value_from_path
 from localstack.utils.run import to_str
@@ -113,6 +115,7 @@ class PreprocResource:
     properties: PreprocProperties
     depends_on: list[str] | None
     requires_replacement: bool
+    status: ResourceStatus | None
 
     def __init__(
         self,
@@ -123,6 +126,7 @@ def __init__(
         properties: PreprocProperties,
         depends_on: list[str] | None,
         requires_replacement: bool,
+        status: ResourceStatus | None = None,
     ):
         self.logical_id = logical_id
         self.physical_resource_id = physical_resource_id
@@ -131,6 +135,7 @@ def __init__(
         self.properties = properties
         self.depends_on = depends_on
         self.requires_replacement = requires_replacement
+        self.status = status
 
     @staticmethod
     def _compare_conditions(c1: bool, c2: bool):
@@ -946,11 +951,17 @@ def visit_node_condition(self, node_condition: NodeCondition) -> PreprocEntityDe
         return delta
 
     def _resource_physical_resource_id_from(
-        self, logical_resource_id: str, resolved_resources: dict
-    ) -> str:
+        self, logical_resource_id: str, resolved_resources: dict[str, ResolvedResource]
+    ) -> str | None:
         # TODO: typing around resolved resources is needed and should be reflected here.
         resolved_resource = resolved_resources.get(logical_resource_id, {})
-        physical_resource_id: str | None = resolved_resource.get("PhysicalResourceId")
+        if resolved_resource.get("ResourceStatus") not in {
+            ResourceStatus.CREATE_COMPLETE,
+            ResourceStatus.UPDATE_COMPLETE,
+        }:
+            return None
+
+        physical_resource_id = resolved_resource.get("PhysicalResourceId")
         if not isinstance(physical_resource_id, str):
             raise RuntimeError(f"No PhysicalResourceId found for resource '{logical_resource_id}'")
         return physical_resource_id
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_transform.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_transform.py
index 656c6797e91f9..97e7f3a194916 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_transform.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_transform.py
@@ -415,7 +415,12 @@ def visit_node_resource(self, node_resource: NodeResource) -> PreprocEntityDelta
                 node_intrinsic_function=node_resource.fn_transform
             )
 
-        return super().visit_node_resource(node_resource)
+        try:
+            if delta := super().visit_node_resource(node_resource):
+                return delta
+            return super().visit_node_properties(node_resource.properties)
+        except RuntimeError:
+            return super().visit_node_properties(node_resource.properties)
 
     def visit_node_resources(self, node_resources: NodeResources) -> PreprocEntityDelta:
         if not is_nothing(node_resources.fn_transform):
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_validator.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_validator.py
index 4c1ad5111208d..5eb0a23308a85 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_validator.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_validator.py
@@ -4,6 +4,7 @@
 from localstack.services.cloudformation.engine.v2.change_set_model import (
     Maybe,
     NodeIntrinsicFunction,
+    NodeResource,
     NodeTemplate,
     Nothing,
     is_nothing,
@@ -165,3 +166,11 @@ def visit_node_intrinsic_function_fn_select(
             return super().visit_node_intrinsic_function_fn_select(node_intrinsic_function)
         except RuntimeError:
             return self.visit(node_intrinsic_function.arguments)
+
+    def visit_node_resource(self, node_resource: NodeResource) -> PreprocEntityDelta:
+        try:
+            if delta := super().visit_node_resource(node_resource):
+                return delta
+            return super().visit_node_properties(node_resource.properties)
+        except RuntimeError:
+            return super().visit_node_properties(node_resource.properties)
diff --git a/localstack-core/localstack/services/cloudformation/v2/entities.py b/localstack-core/localstack/services/cloudformation/v2/entities.py
index 958a005dbe2b3..68d855cbb1622 100644
--- a/localstack-core/localstack/services/cloudformation/v2/entities.py
+++ b/localstack-core/localstack/services/cloudformation/v2/entities.py
@@ -9,6 +9,7 @@
     CreateStackInput,
     CreateStackSetInput,
     ExecutionStatus,
+    Output,
     ResourceStatus,
     StackEvent,
     StackInstanceComprehensiveStatus,
@@ -51,9 +52,9 @@ class Stack:
     template_body: str | None
 
     # state after deploy
-    resolved_parameters: dict[str, str]
+    resolved_parameters: dict[str, EngineParameter]
     resolved_resources: dict[str, ResolvedResource]
-    resolved_outputs: dict[str, str]
+    resolved_outputs: list[Output]
     resource_states: dict[str, StackResource]
     resolved_exports: dict[str, str]
 
@@ -94,7 +95,7 @@ def __init__(
         # state after deploy
         self.resolved_parameters = {}
         self.resolved_resources = {}
-        self.resolved_outputs = {}
+        self.resolved_outputs = []
         self.resource_states = {}
         self.events = []
         self.resolved_exports = {}
diff --git a/localstack-core/localstack/services/cloudformation/v2/provider.py b/localstack-core/localstack/services/cloudformation/v2/provider.py
index 3e2f020131431..75e74fbdd1048 100644
--- a/localstack-core/localstack/services/cloudformation/v2/provider.py
+++ b/localstack-core/localstack/services/cloudformation/v2/provider.py
@@ -52,6 +52,7 @@
     NextToken,
     Parameter,
     PhysicalResourceId,
+    ResourceStatus,
     RetainExceptOnCreate,
     RetainResources,
     RoleARN,
@@ -557,15 +558,15 @@ def execute_change_set(
         )
 
         def _run(*args):
-            try:
-                result = change_set_executor.execute()
+            result = change_set_executor.execute()
+            change_set.stack.resolved_parameters = change_set.resolved_parameters
+            change_set.stack.resolved_resources = result.resources
+            if not result.failure_message:
                 new_stack_status = StackStatus.UPDATE_COMPLETE
                 if change_set.change_set_type == ChangeSetType.CREATE:
                     new_stack_status = StackStatus.CREATE_COMPLETE
                 change_set.stack.set_stack_status(new_stack_status)
                 change_set.set_execution_status(ExecutionStatus.EXECUTE_COMPLETE)
-                change_set.stack.resolved_resources = result.resources
-                change_set.stack.resolved_parameters = change_set.resolved_parameters
                 change_set.stack.resolved_outputs = result.outputs
 
                 change_set.stack.resolved_exports = {}
@@ -582,20 +583,15 @@ def _run(*args):
                 change_set.stack.description = change_set.template.get("Description")
                 change_set.stack.processed_template = change_set.processed_template
                 change_set.stack.template_body = change_set.template_body
-            except Exception as e:
+            else:
                 LOG.error(
                     "Execute change set failed: %s",
-                    e,
+                    result.failure_message,
                     exc_info=LOG.isEnabledFor(logging.DEBUG) and config.CFN_VERBOSE_ERRORS,
                 )
-                new_stack_status = StackStatus.UPDATE_FAILED
-                if change_set.change_set_type == ChangeSetType.CREATE:
-                    new_stack_status = StackStatus.CREATE_FAILED
-
-                change_set.stack.set_stack_status(new_stack_status)
+                # stack status is taken care of in the executor
                 change_set.set_execution_status(ExecutionStatus.EXECUTE_FAILED)
-                change_set.stack.change_set_id = change_set.change_set_id
-                change_set.stack.change_set_ids.append(change_set.change_set_id)
+                change_set.stack.deletion_time = datetime.now(tz=UTC)
 
         start_worker_thread(_run)
 
@@ -787,6 +783,8 @@ def create_stack(self, context: RequestContext, request: CreateStackInput) -> Cr
         if change_set.status == ChangeSetStatus.FAILED:
             return CreateStackOutput(StackId=stack.stack_id)
 
+        stack.processed_template = change_set.processed_template
+
         # deployment process
         stack.set_stack_status(StackStatus.CREATE_IN_PROGRESS)
         change_set_executor = ChangeSetModelExecutor(change_set)
@@ -794,9 +792,16 @@ def create_stack(self, context: RequestContext, request: CreateStackInput) -> Cr
         def _run(*args):
             try:
                 result = change_set_executor.execute()
-                stack.set_stack_status(StackStatus.CREATE_COMPLETE)
                 stack.resolved_resources = result.resources
                 stack.resolved_outputs = result.outputs
+                if all(
+                    resource["ResourceStatus"] == ResourceStatus.CREATE_COMPLETE
+                    for resource in stack.resolved_resources.values()
+                ):
+                    stack.set_stack_status(StackStatus.CREATE_COMPLETE)
+                else:
+                    stack.set_stack_status(StackStatus.CREATE_FAILED)
+
                 # if the deployment succeeded, update the stack's template representation to that
                 # which was just deployed
                 stack.template = change_set.template
@@ -807,7 +812,6 @@ def _run(*args):
                 for output in result.outputs:
                     if export_name := output.get("ExportName"):
                         stack.resolved_exports[export_name] = output["OutputValue"]
-                stack.processed_template = change_set.processed_template
             except Exception as e:
                 LOG.error(
                     "Create Stack set failed: %s",
@@ -857,7 +861,6 @@ def _describe_stack(self, stack: Stack) -> ApiStack:
         stack_description = ApiStack(
             Description=stack.description,
             CreationTime=stack.creation_time,
-            DeletionTime=stack.deletion_time,
             StackId=stack.stack_id,
             StackName=stack.stack_name,
             StackStatus=stack.status,
@@ -873,6 +876,8 @@ def _describe_stack(self, stack: Stack) -> ApiStack:
         if stack.status != StackStatus.REVIEW_IN_PROGRESS:
             # TODO: actually track updated time
             stack_description["LastUpdatedTime"] = stack.creation_time
+        if stack.deletion_time:
+            stack_description["DeletionTime"] = stack.deletion_time
         if stack.capabilities:
             stack_description["Capabilities"] = stack.capabilities
         # TODO: confirm the logic for this
@@ -1489,6 +1494,8 @@ def delete_stack(
             stack.deletion_time = datetime.now(tz=UTC)
             return
 
+        stack.set_stack_status(StackStatus.DELETE_IN_PROGRESS)
+
         previous_update_model = None
         if stack.change_set_id:
             if previous_change_set := find_change_set_v2(state, stack.change_set_id):
@@ -1511,7 +1518,6 @@ def delete_stack(
 
         def _run(*args):
             try:
-                stack.set_stack_status(StackStatus.DELETE_IN_PROGRESS)
                 change_set_executor.execute()
                 stack.set_stack_status(StackStatus.DELETE_COMPLETE)
                 stack.deletion_time = datetime.now(tz=UTC)
diff --git a/localstack-core/localstack/services/cloudformation/v2/types.py b/localstack-core/localstack/services/cloudformation/v2/types.py
index 434e7c23a15c8..b075fa1616169 100644
--- a/localstack-core/localstack/services/cloudformation/v2/types.py
+++ b/localstack-core/localstack/services/cloudformation/v2/types.py
@@ -28,6 +28,7 @@ class ResolvedResource(TypedDict):
     LogicalResourceId: str
     Type: str
     Properties: dict
-    ResourceStatus: ResourceStatus
-    PhysicalResourceId: str | None
-    LastUpdatedTimestamp: datetime | None
+    LastUpdatedTimestamp: datetime
+    ResourceStatus: NotRequired[ResourceStatus]
+    PhysicalResourceId: NotRequired[str]
+    ResourceStatusReason: NotRequired[str]
diff --git a/localstack-core/localstack/testing/pytest/cloudformation/transformers.py b/localstack-core/localstack/testing/pytest/cloudformation/transformers.py
new file mode 100644
index 0000000000000..e69de29bb2d1d
diff --git a/tests/aws/services/cloudformation/api/test_changesets.py b/tests/aws/services/cloudformation/api/test_changesets.py
index de45423f2e95b..7a78cb1400d50 100644
--- a/tests/aws/services/cloudformation/api/test_changesets.py
+++ b/tests/aws/services/cloudformation/api/test_changesets.py
@@ -3,12 +3,12 @@
 import os.path
 
 import pytest
-from botocore.exceptions import ClientError
+from botocore.exceptions import ClientError, WaiterError
 from tests.aws.services.cloudformation.api.test_stacks import (
     MINIMAL_TEMPLATE,
 )
 from tests.aws.services.cloudformation.conftest import (
-    skip_if_v2_provider,
+    skip_if_v1_provider,
     skipped_v2_items,
 )
 
@@ -633,79 +633,49 @@ def test_create_and_then_remove_non_supported_resource_change_set(deploy_cfn_tem
     )
 
 
-@skip_if_v2_provider("Test", reason="test needs fixing")
-@markers.aws.needs_fixing
+@skip_if_v1_provider("Unsupported in v1 engine")
+@markers.aws.validated
 def test_create_and_then_update_refreshes_template_metadata(
     aws_client,
-    cleanup_changesets,
-    cleanup_stacks,
-    is_change_set_finished,
-    is_change_set_created_and_available,
+    deploy_cfn_template,
+    snapshot,
 ):
-    stacks_to_cleanup = set()
-    changesets_to_cleanup = set()
-
-    try:
-        stack_name = f"stack-{short_uid()}"
-
-        template_path = os.path.join(
-            os.path.dirname(__file__), "../../../templates/sns_topic_simple.yaml"
-        )
+    stack_name = f"stack-{short_uid()}"
+    template_path = os.path.join(
+        os.path.dirname(__file__), "../../../templates/sns_topic_simple.yaml"
+    )
+    with open(template_path) as infile:
+        template_body = infile.read()
 
-        template_body = load_template_raw(template_path)
+    topic_name = f"topic-{short_uid()}"
 
-        create_response = aws_client.cloudformation.create_change_set(
-            StackName=stack_name,
-            ChangeSetName=f"change-set-{short_uid()}",
-            TemplateBody=template_body,
-            ChangeSetType="CREATE",
-        )
+    deploy_cfn_template(
+        template=template_body,
+        stack_name=stack_name,
+        parameters={"TopicName": topic_name},
+    )
 
-        stacks_to_cleanup.add(create_response["StackId"])
-        changesets_to_cleanup.add(create_response["Id"])
+    # Note the metadata alone won't change if there are no changes to resources
+    # TODO: find a better way to make a replacement in yaml template
+    template_body = template_body.replace(
+        "TopicName: sns-topic-simple",
+        "TopicName: sns-topic-simple-updated",
+    )
 
+    update_response = aws_client.cloudformation.create_change_set(
+        StackName=stack_name,
+        ChangeSetName=f"change-set-{short_uid()}",
+        TemplateBody=template_body,
+        ChangeSetType="UPDATE",
+        Parameters=[{"ParameterKey": "TopicName", "ParameterValue": topic_name}],
+    )
+    with pytest.raises(WaiterError) as e:
         aws_client.cloudformation.get_waiter("change_set_create_complete").wait(
-            ChangeSetName=create_response["Id"]
-        )
-
-        aws_client.cloudformation.execute_change_set(
-            StackName=stack_name, ChangeSetName=create_response["Id"]
-        )
-
-        wait_until(is_change_set_finished(create_response["Id"]))
-
-        # Note the metadata alone won't change if there are no changes to resources
-        # TODO: find a better way to make a replacement in yaml template
-        template_body = template_body.replace(
-            "TopicName: sns-topic-simple",
-            "TopicName: sns-topic-simple-updated",
-        )
-
-        update_response = aws_client.cloudformation.create_change_set(
             StackName=stack_name,
-            ChangeSetName=f"change-set-{short_uid()}",
-            TemplateBody=template_body,
-            ChangeSetType="UPDATE",
+            ChangeSetName=update_response["Id"],
         )
 
-        stacks_to_cleanup.add(update_response["StackId"])
-        changesets_to_cleanup.add(update_response["Id"])
-
-        wait_until(is_change_set_created_and_available(update_response["Id"]))
-
-        aws_client.cloudformation.execute_change_set(
-            StackName=stack_name, ChangeSetName=update_response["Id"]
-        )
-
-        wait_until(is_change_set_finished(update_response["Id"]))
-
-        summary = aws_client.cloudformation.get_template_summary(StackName=stack_name)
-
-        assert "TopicName" in summary["Metadata"]
-        assert "sns-topic-simple-updated" in summary["Metadata"]
-    finally:
-        cleanup_stacks(list(stacks_to_cleanup))
-        cleanup_changesets(list(changesets_to_cleanup))
+    snapshot.match("waiter-error", e.value)
 
 
 # TODO: the intention of this test is not particularly clear. The resource isn't removed, it'll just generate a new bucket with a new default name
diff --git a/tests/aws/services/cloudformation/api/test_changesets.snapshot.json b/tests/aws/services/cloudformation/api/test_changesets.snapshot.json
index cd9d360d422fe..1511d6c331540 100644
--- a/tests/aws/services/cloudformation/api/test_changesets.snapshot.json
+++ b/tests/aws/services/cloudformation/api/test_changesets.snapshot.json
@@ -513,5 +513,11 @@
         }
       }
     }
+  },
+  "tests/aws/services/cloudformation/api/test_changesets.py::test_create_and_then_update_refreshes_template_metadata": {
+    "recorded-date": "20-08-2025, 22:16:11",
+    "recorded-content": {
+      "waiter-error": "Waiter ChangeSetCreateComplete failed: Waiter encountered a terminal failure state: For expression \"Status\" we matched expected path: \"FAILED\""
+    }
   }
 }
diff --git a/tests/aws/services/cloudformation/api/test_changesets.validation.json b/tests/aws/services/cloudformation/api/test_changesets.validation.json
index 35dd11f2d218d..28ad3b8f1e3b8 100644
--- a/tests/aws/services/cloudformation/api/test_changesets.validation.json
+++ b/tests/aws/services/cloudformation/api/test_changesets.validation.json
@@ -47,6 +47,15 @@
   "tests/aws/services/cloudformation/api/test_changesets.py::TestUpdates::test_simple_update_two_resources": {
     "last_validated_date": "2025-04-02T10:05:26+00:00"
   },
+  "tests/aws/services/cloudformation/api/test_changesets.py::test_create_and_then_update_refreshes_template_metadata": {
+    "last_validated_date": "2025-08-20T22:17:01+00:00",
+    "durations_in_seconds": {
+      "setup": 0.96,
+      "call": 38.04,
+      "teardown": 50.06,
+      "total": 89.06
+    }
+  },
   "tests/aws/services/cloudformation/api/test_changesets.py::test_create_change_set_update_without_parameters": {
     "last_validated_date": "2022-05-31T07:32:02+00:00"
   },
diff --git a/tests/aws/services/cloudformation/api/test_nested_stacks.py b/tests/aws/services/cloudformation/api/test_nested_stacks.py
index 746eff9383426..f6b622bc65fd0 100644
--- a/tests/aws/services/cloudformation/api/test_nested_stacks.py
+++ b/tests/aws/services/cloudformation/api/test_nested_stacks.py
@@ -2,7 +2,6 @@
 
 import pytest
 from botocore.exceptions import ClientError, WaiterError
-from tests.aws.services.cloudformation.conftest import skip_if_v2_provider
 
 from localstack import config
 from localstack.testing.aws.util import is_aws_cloud
@@ -295,7 +294,6 @@ def test_nested_stacks_conditions(deploy_cfn_template, s3_create_bucket, aws_cli
     assert ":" not in nested_stack["Stacks"][0]["StackName"]
 
 
-@skip_if_v2_provider("Deletion")
 @markers.aws.validated
 def test_deletion_of_failed_nested_stack(s3_create_bucket, aws_client, region_name, snapshot):
     """
diff --git a/tests/aws/services/cloudformation/api/test_nested_stacks.snapshot.json b/tests/aws/services/cloudformation/api/test_nested_stacks.snapshot.json
index fbd1c318a283b..9abb0f348b6bc 100644
--- a/tests/aws/services/cloudformation/api/test_nested_stacks.snapshot.json
+++ b/tests/aws/services/cloudformation/api/test_nested_stacks.snapshot.json
@@ -65,7 +65,7 @@
     }
   },
   "tests/aws/services/cloudformation/api/test_nested_stacks.py::test_deletion_of_failed_nested_stack": {
-    "recorded-date": "17-09-2024, 20:09:36",
+    "recorded-date": "20-08-2025, 14:06:53",
     "recorded-content": {
       "error": {
         "Error": {
diff --git a/tests/aws/services/cloudformation/api/test_nested_stacks.validation.json b/tests/aws/services/cloudformation/api/test_nested_stacks.validation.json
index f5936f2e379e7..cbf04b157d6dc 100644
--- a/tests/aws/services/cloudformation/api/test_nested_stacks.validation.json
+++ b/tests/aws/services/cloudformation/api/test_nested_stacks.validation.json
@@ -1,6 +1,12 @@
 {
   "tests/aws/services/cloudformation/api/test_nested_stacks.py::test_deletion_of_failed_nested_stack": {
-    "last_validated_date": "2024-09-17T20:09:36+00:00"
+    "last_validated_date": "2025-08-20T14:06:54+00:00",
+    "durations_in_seconds": {
+      "setup": 1.2,
+      "call": 82.49,
+      "teardown": 1.32,
+      "total": 85.01
+    }
   },
   "tests/aws/services/cloudformation/api/test_nested_stacks.py::test_nested_output_in_params": {
     "last_validated_date": "2023-02-07T09:57:47+00:00"
diff --git a/tests/aws/services/cloudformation/conftest.py b/tests/aws/services/cloudformation/conftest.py
index 32e7051433c03..c37394861224a 100644
--- a/tests/aws/services/cloudformation/conftest.py
+++ b/tests/aws/services/cloudformation/conftest.py
@@ -12,14 +12,6 @@
 SKIP_TYPE_RE = re.compile(r"^CFNV2\((?P<reason>[^\)]+)\)")
 
 
-def skip_if_v2_provider(*types: str, reason: str = ""):
-    if reason:
-        reason = f"CFNV2({','.join(types)}): {reason}"
-    else:
-        reason = f"CFNV2({','.join(types)})"
-    return pytest.mark.skipif(condition=is_v2_engine() and not is_aws_cloud(), reason=reason)
-
-
 def skip_if_v1_provider(reason: str):
     return pytest.mark.skipif(
         condition=not is_v2_engine() and not is_aws_cloud(), reason=f"CFNV1: {reason}"
diff --git a/tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_parity.py b/tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_parity.py
index 42f28cc87cd08..a9c467e6f7c3c 100644
--- a/tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_parity.py
+++ b/tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_parity.py
@@ -7,7 +7,6 @@
 
 from localstack.testing.pytest import markers
 from localstack.utils.strings import short_uid
-from tests.aws.services.cloudformation.conftest import skip_if_v2_provider
 
 
 class TestParity:
diff --git a/tests/aws/services/cloudformation/resources/test_sns.py b/tests/aws/services/cloudformation/resources/test_sns.py
index 340804f122261..897236dd21de8 100644
--- a/tests/aws/services/cloudformation/resources/test_sns.py
+++ b/tests/aws/services/cloudformation/resources/test_sns.py
@@ -1,12 +1,14 @@
 import os.path
 
 import aws_cdk as cdk
-import pytest
+from tests.aws.services.cloudformation.conftest import skip_if_v1_provider
 
+from localstack.aws.api.cloudformation import Stack
 from localstack.testing.aws.util import is_aws_cloud
 from localstack.testing.pytest import markers
 from localstack.utils.aws.arns import parse_arn
 from localstack.utils.common import short_uid
+from localstack.utils.sync import wait_until
 
 
 @markers.aws.validated
@@ -39,26 +41,69 @@ def test_sns_topic_fifo_with_deduplication(deploy_cfn_template, aws_client, snap
     snapshot.match("get-topic-attrs", topic_attrs)
 
 
-@markers.aws.needs_fixing
-def test_sns_topic_fifo_without_suffix_fails(deploy_cfn_template, aws_client):
+@markers.aws.validated
+@skip_if_v1_provider("Not supported with v1 provider")
+def test_sns_topic_fifo_without_suffix_fails(cleanups, aws_client, snapshot):
     stack_name = f"stack-{short_uid()}"
+    change_set_name = f"cs-{short_uid()}"
     topic_name = f"topic-{short_uid()}"
+
+    snapshot.add_transformer(snapshot.transform.cloudformation_api())
+    snapshot.add_transformer(snapshot.transform.regex(topic_name, "<topic-name>"))
+
     path = os.path.join(
         os.path.dirname(__file__),
         "../../../templates/sns_topic_fifo_dedup.yaml",
     )
+    with open(path) as infile:
+        template_body = infile.read()
+
+    delay = 1
+    max_attempts = 30
+    if is_aws_cloud():
+        delay = 5
+        max_attempts = 100
+    waiter_config = {"Delay": delay, "MaxAttempts": max_attempts}
+
+    change_set = aws_client.cloudformation.create_change_set(
+        StackName=stack_name,
+        ChangeSetName=change_set_name,
+        TemplateBody=template_body,
+        ChangeSetType="CREATE",
+        Parameters=[{"ParameterKey": "TopicName", "ParameterValue": topic_name}],
+    )
+    change_set_id = change_set["Id"]
+    stack_id = change_set["StackId"]
+    aws_client.cloudformation.get_waiter("change_set_create_complete").wait(
+        ChangeSetName=change_set_id,
+        StackName=stack_name,
+        WaiterConfig=waiter_config,
+    )
 
-    with pytest.raises(Exception) as ex:
-        deploy_cfn_template(
-            stack_name=stack_name, template_path=path, parameters={"TopicName": topic_name}
+    def _cleanup():
+        aws_client.cloudformation.delete_stack(StackName=stack_id)
+        aws_client.cloudformation.get_waiter("stack_delete_complete").wait(
+            StackName=stack_id, WaiterConfig=waiter_config
         )
-    assert ex.typename == "StackDeployError"
 
-    stack = aws_client.cloudformation.describe_stacks(StackName=stack_name)["Stacks"][0]
-    if is_aws_cloud():
-        assert stack.get("StackStatus") in ["ROLLBACK_COMPLETED", "ROLLBACK_IN_PROGRESS"]
-    else:
-        assert stack.get("StackStatus") == "CREATE_FAILED"
+    cleanups.append(_cleanup)
+
+    aws_client.cloudformation.execute_change_set(ChangeSetName=change_set_id, StackName=stack_id)
+
+    # we cannot use a waiter here since they all check for success
+    def describe_stack() -> Stack:
+        result = aws_client.cloudformation.describe_stacks(StackName=stack_id)["Stacks"][0]
+        return result
+
+    assert wait_until(
+        lambda: describe_stack()["StackStatus"] in {"ROLLBACK_COMPLETE", "CREATE_FAILED"},
+        strategy="static",
+        wait=delay,
+        max_retries=max_attempts,
+    )
+
+    stack = describe_stack()
+    snapshot.match("describe-stack", stack)
 
 
 @markers.aws.validated
diff --git a/tests/aws/services/cloudformation/resources/test_sns.snapshot.json b/tests/aws/services/cloudformation/resources/test_sns.snapshot.json
index a2c5c8ca6e2d7..37400a788fe7b 100644
--- a/tests/aws/services/cloudformation/resources/test_sns.snapshot.json
+++ b/tests/aws/services/cloudformation/resources/test_sns.snapshot.json
@@ -526,5 +526,32 @@
         ]
       }
     }
+  },
+  "tests/aws/services/cloudformation/resources/test_sns.py::test_sns_topic_fifo_without_suffix_fails": {
+    "recorded-date": "21-08-2025, 11:30:17",
+    "recorded-content": {
+      "describe-stack": {
+        "CreationTime": "datetime",
+        "DeletionTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "EnableTerminationProtection": false,
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "TopicName",
+            "ParameterValue": "<topic-name>"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "ROLLBACK_COMPLETE",
+        "Tags": []
+      }
+    }
   }
 }
diff --git a/tests/aws/services/cloudformation/resources/test_sns.validation.json b/tests/aws/services/cloudformation/resources/test_sns.validation.json
index a5a2724095f4a..8686e44ea3fd8 100644
--- a/tests/aws/services/cloudformation/resources/test_sns.validation.json
+++ b/tests/aws/services/cloudformation/resources/test_sns.validation.json
@@ -14,6 +14,15 @@
   "tests/aws/services/cloudformation/resources/test_sns.py::test_sns_topic_fifo_with_deduplication": {
     "last_validated_date": "2023-11-27T20:27:29+00:00"
   },
+  "tests/aws/services/cloudformation/resources/test_sns.py::test_sns_topic_fifo_without_suffix_fails": {
+    "last_validated_date": "2025-08-21T11:30:22+00:00",
+    "durations_in_seconds": {
+      "setup": 1.54,
+      "call": 158.1,
+      "teardown": 5.32,
+      "total": 164.96
+    }
+  },
   "tests/aws/services/cloudformation/resources/test_sns.py::test_sns_topic_policy_resets_to_default": {
     "last_validated_date": "2025-07-04T00:04:32+00:00",
     "durations_in_seconds": {
diff --git a/tests/aws/services/cloudformation/test_change_sets.snapshot.json b/tests/aws/services/cloudformation/test_change_sets.snapshot.json
index 53751bc70eb68..67fbde5624d6f 100644
--- a/tests/aws/services/cloudformation/test_change_sets.snapshot.json
+++ b/tests/aws/services/cloudformation/test_change_sets.snapshot.json
@@ -95,7 +95,7 @@
     }
   },
   "tests/aws/services/cloudformation/test_change_sets.py::TestCaptureUpdateProcess::test_direct_update": {
-    "recorded-date": "05-08-2025, 14:15:57",
+    "recorded-date": "21-08-2025, 11:39:10",
     "recorded-content": {
       "create-change-set-1": {
         "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
@@ -106,7 +106,11 @@
         }
       },
       "describe-change-set-1-prop-values": {
-        "Capabilities": [],
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
         "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
         "ChangeSetName": "<change-set-id:1>",
         "Changes": [
@@ -140,7 +144,11 @@
         }
       },
       "describe-change-set-1": {
-        "Capabilities": [],
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
         "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
         "ChangeSetName": "<change-set-id:1>",
         "Changes": [
@@ -175,6 +183,11 @@
         }
       },
       "post-create-1-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
         "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
         "CreationTime": "datetime",
         "DisableRollback": false,
@@ -199,7 +212,11 @@
         }
       },
       "describe-change-set-2-prop-values": {
-        "Capabilities": [],
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
         "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
         "ChangeSetName": "<change-set-id:1>",
         "Changes": [
@@ -257,7 +274,11 @@
         }
       },
       "describe-change-set-2": {
-        "Capabilities": [],
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
         "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
         "ChangeSetName": "<change-set-id:1>",
         "Changes": [
@@ -307,6 +328,11 @@
         }
       },
       "post-create-2-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
         "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
         "CreationTime": "datetime",
         "DisableRollback": false,
@@ -323,6 +349,11 @@
         "Tags": []
       },
       "delete-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
         "CreationTime": "datetime",
         "DeletionTime": "datetime",
         "DisableRollback": false,
diff --git a/tests/aws/services/cloudformation/test_change_sets.validation.json b/tests/aws/services/cloudformation/test_change_sets.validation.json
index 4044808322c88..13291a052f5fb 100644
--- a/tests/aws/services/cloudformation/test_change_sets.validation.json
+++ b/tests/aws/services/cloudformation/test_change_sets.validation.json
@@ -36,12 +36,12 @@
     }
   },
   "tests/aws/services/cloudformation/test_change_sets.py::TestCaptureUpdateProcess::test_direct_update": {
-    "last_validated_date": "2025-08-05T14:15:57+00:00",
+    "last_validated_date": "2025-08-21T11:39:10+00:00",
     "durations_in_seconds": {
-      "setup": 1.0,
-      "call": 115.36,
-      "teardown": 0.15,
-      "total": 116.51
+      "setup": 1.16,
+      "call": 115.43,
+      "teardown": 0.33,
+      "total": 116.92
     }
   },
   "tests/aws/services/cloudformation/test_change_sets.py::TestCaptureUpdateProcess::test_dynamic_update": {

From a7937e82ce8b787398e1591db6e05d4c9c7dea7a Mon Sep 17 00:00:00 2001
From: Joel Scheuner <joel.scheuner.dev@gmail.com>
Date: Thu, 21 Aug 2025 19:57:06 +0200
Subject: [PATCH 134/697] Raise DockerNotAvailable exception if port checking
 is impossible (#13038)

---
 localstack-core/localstack/utils/docker_utils.py | 7 ++++++-
 1 file changed, 6 insertions(+), 1 deletion(-)

diff --git a/localstack-core/localstack/utils/docker_utils.py b/localstack-core/localstack/utils/docker_utils.py
index 977521c0ff59f..a6c8beb3e6772 100644
--- a/localstack-core/localstack/utils/docker_utils.py
+++ b/localstack-core/localstack/utils/docker_utils.py
@@ -9,6 +9,7 @@
 from localstack.utils.collections import ensure_list
 from localstack.utils.container_utils.container_client import (
     ContainerClient,
+    DockerNotAvailable,
     PortMappings,
     VolumeInfo,
 )
@@ -153,10 +154,14 @@ def container_ports_can_be_bound(
             ports=port_mappings,
             remove=True,
         )
+    except DockerNotAvailable as e:
+        LOG.warning("Cannot perform port check because Docker is not available.")
+        raise e
     except Exception as e:
         if "port is already allocated" not in str(e) and "address already in use" not in str(e):
             LOG.warning(
-                "Unexpected error when attempting to determine container port status", exc_info=e
+                "Unexpected error when attempting to determine container port status",
+                exc_info=LOG.isEnabledFor(logging.DEBUG),
             )
         return False
     # TODO(srw): sometimes the command output from the docker container is "None", particularly when this function is

From ac189fe69f555089fb8ad93ab37df76d0f3581d7 Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Fri, 22 Aug 2025 01:28:06 +0200
Subject: [PATCH 135/697] APIGW: internalize DeleteIntegrationResponse (#13046)

---
 .../services/apigateway/legacy/provider.py    | 147 +++++++++++-------
 .../apigateway/test_apigateway_api.py         |  79 ++++++++++
 .../test_apigateway_api.snapshot.json         |  71 +++++++++
 .../test_apigateway_api.validation.json       |   9 ++
 4 files changed, 246 insertions(+), 60 deletions(-)

diff --git a/localstack-core/localstack/services/apigateway/legacy/provider.py b/localstack-core/localstack/services/apigateway/legacy/provider.py
index 846a965628402..8f26931bb4a72 100644
--- a/localstack-core/localstack/services/apigateway/legacy/provider.py
+++ b/localstack-core/localstack/services/apigateway/legacy/provider.py
@@ -665,66 +665,6 @@ def _delete_children(resource_to_delete: str):
         parent_id = moto_resource.parent_id
         api_resources[parent_id].remove(resource_id)
 
-    def update_integration_response(
-        self,
-        context: RequestContext,
-        rest_api_id: String,
-        resource_id: String,
-        http_method: String,
-        status_code: StatusCode,
-        patch_operations: ListOfPatchOperation = None,
-        **kwargs,
-    ) -> IntegrationResponse:
-        # XXX: THIS IS NOT A COMPLETE IMPLEMENTATION, just the minimum required to get tests going
-        # TODO: validate patch operations
-
-        moto_rest_api = get_moto_rest_api(context, rest_api_id)
-        moto_resource = moto_rest_api.resources.get(resource_id)
-        if not moto_resource:
-            raise NotFoundException("Invalid Resource identifier specified")
-
-        moto_method = moto_resource.resource_methods.get(http_method)
-        if not moto_method:
-            raise NotFoundException("Invalid Method identifier specified")
-
-        integration_response = moto_method.method_integration.integration_responses.get(status_code)
-        if not integration_response:
-            raise NotFoundException("Invalid Integration Response identifier specified")
-
-        for patch_operation in patch_operations:
-            op = patch_operation.get("op")
-            path = patch_operation.get("path")
-
-            # for path "/responseTemplates/application~1json"
-            if "/responseTemplates" in path:
-                integration_response.response_templates = (
-                    integration_response.response_templates or {}
-                )
-                value = patch_operation.get("value")
-                if not isinstance(value, str):
-                    raise BadRequestException(
-                        f"Invalid patch value  '{value}' specified for op '{op}'. Must be a string"
-                    )
-                param = path.removeprefix("/responseTemplates/")
-                param = param.replace("~1", "/")
-                if op == "remove":
-                    integration_response.response_templates.pop(param)
-                elif op in ("add", "replace"):
-                    integration_response.response_templates[param] = value
-
-            elif "/contentHandling" in path and op == "replace":
-                integration_response.content_handling = patch_operation.get("value")
-
-            elif "/selectionPattern" in path and op == "replace":
-                integration_response.selection_pattern = patch_operation.get("value")
-
-        response: IntegrationResponse = integration_response.to_json()
-        # in case it's empty, we still want to pass it on as ""
-        # TODO: add a test case for this
-        response["selectionPattern"] = integration_response.selection_pattern
-
-        return response
-
     def update_resource(
         self,
         context: RequestContext,
@@ -2307,6 +2247,93 @@ def put_integration_response(
 
         return response
 
+    def update_integration_response(
+        self,
+        context: RequestContext,
+        rest_api_id: String,
+        resource_id: String,
+        http_method: String,
+        status_code: StatusCode,
+        patch_operations: ListOfPatchOperation = None,
+        **kwargs,
+    ) -> IntegrationResponse:
+        # XXX: THIS IS NOT A COMPLETE IMPLEMENTATION, just the minimum required to get tests going
+        # TODO: validate patch operations
+
+        moto_rest_api = get_moto_rest_api(context, rest_api_id)
+        moto_resource = moto_rest_api.resources.get(resource_id)
+        if not moto_resource:
+            raise NotFoundException("Invalid Resource identifier specified")
+
+        moto_method = moto_resource.resource_methods.get(http_method)
+        if not moto_method:
+            raise NotFoundException("Invalid Method identifier specified")
+
+        integration_response = moto_method.method_integration.integration_responses.get(status_code)
+        if not integration_response:
+            raise NotFoundException("Invalid Integration Response identifier specified")
+
+        for patch_operation in patch_operations:
+            op = patch_operation.get("op")
+            path = patch_operation.get("path")
+
+            # for path "/responseTemplates/application~1json"
+            if "/responseTemplates" in path:
+                integration_response.response_templates = (
+                    integration_response.response_templates or {}
+                )
+                value = patch_operation.get("value")
+                if not isinstance(value, str):
+                    raise BadRequestException(
+                        f"Invalid patch value  '{value}' specified for op '{op}'. Must be a string"
+                    )
+                param = path.removeprefix("/responseTemplates/")
+                param = param.replace("~1", "/")
+                if op == "remove":
+                    integration_response.response_templates.pop(param)
+                elif op in ("add", "replace"):
+                    integration_response.response_templates[param] = value
+
+            elif "/contentHandling" in path and op == "replace":
+                integration_response.content_handling = patch_operation.get("value")
+
+            elif "/selectionPattern" in path and op == "replace":
+                integration_response.selection_pattern = patch_operation.get("value")
+
+        response: IntegrationResponse = integration_response.to_json()
+        # in case it's empty, we still want to pass it on as ""
+        # TODO: add a test case for this
+        response["selectionPattern"] = integration_response.selection_pattern
+
+        return response
+
+    def delete_integration_response(
+        self,
+        context: RequestContext,
+        rest_api_id: String,
+        resource_id: String,
+        http_method: String,
+        status_code: StatusCode,
+        **kwargs,
+    ) -> None:
+        moto_backend = apigw_models.apigateway_backends[context.account_id][context.region]
+        moto_rest_api = moto_backend.apis.get(rest_api_id)
+        if not moto_rest_api:
+            raise NotFoundException("Invalid Resource identifier specified")
+
+        if not (moto_resource := moto_rest_api.resources.get(resource_id)):
+            raise NotFoundException("Invalid Resource identifier specified")
+
+        if not (moto_method := moto_resource.resource_methods.get(http_method)):
+            raise NotFoundException("Invalid Integration identifier specified")
+
+        if not moto_method.method_integration:
+            raise NotFoundException("Invalid Integration identifier specified")
+        if not (
+            integration_responses := moto_method.method_integration.integration_responses
+        ) or not integration_responses.pop(status_code, None):
+            raise NotFoundException("Invalid Response status code specified")
+
     def get_export(
         self,
         context: RequestContext,
diff --git a/tests/aws/services/apigateway/test_apigateway_api.py b/tests/aws/services/apigateway/test_apigateway_api.py
index b401ec5d12197..095c95c61dde4 100644
--- a/tests/aws/services/apigateway/test_apigateway_api.py
+++ b/tests/aws/services/apigateway/test_apigateway_api.py
@@ -3322,6 +3322,85 @@ def test_lifecycle_integration_response(self, aws_client, apigw_create_rest_api,
         )
         snapshot.match("delete-integration-response", delete_response)
 
+    @markers.aws.validated
+    def test_delete_integration_response_errors(
+        self, aws_client_factory, apigw_create_rest_api, snapshot
+    ):
+        snapshot.add_transformer(snapshot.transform.key_value("cacheNamespace"))
+        apigw_client = aws_client_factory(config=Config(parameter_validation=False)).apigateway
+        response = apigw_create_rest_api(name=f"test-api-{short_uid()}")
+        api_id = response["id"]
+        root_resource_id = response["rootResourceId"]
+
+        apigw_client.put_method(
+            restApiId=api_id,
+            resourceId=root_resource_id,
+            httpMethod="GET",
+            authorizationType="NONE",
+        )
+        apigw_client.put_integration(
+            restApiId=api_id,
+            resourceId=root_resource_id,
+            httpMethod="GET",
+            type="MOCK",
+            requestTemplates={"application/json": '{"statusCode": 200}'},
+        )
+
+        put_response = apigw_client.put_integration_response(
+            restApiId=api_id,
+            resourceId=root_resource_id,
+            httpMethod="GET",
+            statusCode="200",
+            responseTemplates={"application/json": '"created"'},
+            selectionPattern="",
+        )
+        snapshot.match("put-integration-response", put_response)
+
+        with pytest.raises(ClientError) as e:
+            apigw_client.delete_integration_response(
+                restApiId=api_id,
+                resourceId="bad-resource",
+                httpMethod="GET",
+                statusCode="200",
+            )
+        snapshot.match("non-existent-resource", e.value.response)
+
+        with pytest.raises(ClientError) as e:
+            apigw_client.delete_integration_response(
+                restApiId="bad-api-id",
+                resourceId=root_resource_id,
+                httpMethod="GET",
+                statusCode="200",
+            )
+        snapshot.match("non-existent-api-id", e.value.response)
+
+        with pytest.raises(ClientError) as e:
+            apigw_client.delete_integration_response(
+                restApiId=api_id,
+                resourceId=root_resource_id,
+                httpMethod="POST",
+                statusCode="200",
+            )
+        snapshot.match("non-existent-method", e.value.response)
+
+        with pytest.raises(ClientError) as e:
+            apigw_client.delete_integration_response(
+                restApiId=api_id,
+                resourceId=root_resource_id,
+                httpMethod="GET",
+                statusCode="201",
+            )
+        snapshot.match("non-existent-status-code", e.value.response)
+
+        with pytest.raises(ClientError) as e:
+            apigw_client.delete_integration_response(
+                restApiId=api_id,
+                resourceId=root_resource_id,
+                httpMethod="WRONG",
+                statusCode="201",
+            )
+        snapshot.match("bad-method", e.value.response)
+
     @markers.aws.validated
     def test_update_method_wrong_param_names(self, aws_client, apigw_create_rest_api, snapshot):
         snapshot.add_transformer(snapshot.transform.key_value("cacheNamespace"))
diff --git a/tests/aws/services/apigateway/test_apigateway_api.snapshot.json b/tests/aws/services/apigateway/test_apigateway_api.snapshot.json
index cf0636b1bfc05..e8a285104af5f 100644
--- a/tests/aws/services/apigateway/test_apigateway_api.snapshot.json
+++ b/tests/aws/services/apigateway/test_apigateway_api.snapshot.json
@@ -4763,5 +4763,76 @@
         }
       }
     }
+  },
+  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_delete_integration_response_errors": {
+    "recorded-date": "21-08-2025, 17:53:19",
+    "recorded-content": {
+      "put-integration-response": {
+        "responseTemplates": {
+          "application/json": "\"created\""
+        },
+        "selectionPattern": "",
+        "statusCode": "200",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 201
+        }
+      },
+      "non-existent-resource": {
+        "Error": {
+          "Code": "NotFoundException",
+          "Message": "Invalid Resource identifier specified"
+        },
+        "message": "Invalid Resource identifier specified",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 404
+        }
+      },
+      "non-existent-api-id": {
+        "Error": {
+          "Code": "NotFoundException",
+          "Message": "Invalid Resource identifier specified"
+        },
+        "message": "Invalid Resource identifier specified",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 404
+        }
+      },
+      "non-existent-method": {
+        "Error": {
+          "Code": "NotFoundException",
+          "Message": "Invalid Integration identifier specified"
+        },
+        "message": "Invalid Integration identifier specified",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 404
+        }
+      },
+      "non-existent-status-code": {
+        "Error": {
+          "Code": "NotFoundException",
+          "Message": "Invalid Response status code specified"
+        },
+        "message": "Invalid Response status code specified",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 404
+        }
+      },
+      "bad-method": {
+        "Error": {
+          "Code": "NotFoundException",
+          "Message": "Invalid Integration identifier specified"
+        },
+        "message": "Invalid Integration identifier specified",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 404
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/apigateway/test_apigateway_api.validation.json b/tests/aws/services/apigateway/test_apigateway_api.validation.json
index bcc7466ec96d4..d27e081b8753a 100644
--- a/tests/aws/services/apigateway/test_apigateway_api.validation.json
+++ b/tests/aws/services/apigateway/test_apigateway_api.validation.json
@@ -236,6 +236,15 @@
   "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayGatewayResponse::test_update_gateway_response": {
     "last_validated_date": "2024-04-15T20:47:11+00:00"
   },
+  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_delete_integration_response_errors": {
+    "last_validated_date": "2025-08-21T17:53:19+00:00",
+    "durations_in_seconds": {
+      "setup": 0.84,
+      "call": 2.14,
+      "teardown": 0.33,
+      "total": 3.31
+    }
+  },
   "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_integration_response_invalid_integration": {
     "last_validated_date": "2025-06-26T11:21:05+00:00",
     "durations_in_seconds": {

From 047b4197513cda49e30ddb4a22554075a5e88a5e Mon Sep 17 00:00:00 2001
From: Bryan <bryan.sanchez@localstack.cloud>
Date: Fri, 22 Aug 2025 11:26:33 +0200
Subject: [PATCH 136/697] Improve remove docker container function to take into
 account stopped containers (#12979)

---
 .../utils/container_utils/container_client.py | 13 +++-
 .../container_utils/docker_cmd_client.py      | 28 +++++--
 .../container_utils/docker_sdk_client.py      |  2 +-
 tests/integration/docker_utils/test_docker.py | 77 +++++++++++++++++++
 4 files changed, 108 insertions(+), 12 deletions(-)

diff --git a/localstack-core/localstack/utils/container_utils/container_client.py b/localstack-core/localstack/utils/container_utils/container_client.py
index 36ac6c4729120..bdb071c23d9cf 100644
--- a/localstack-core/localstack/utils/container_utils/container_client.py
+++ b/localstack-core/localstack/utils/container_utils/container_client.py
@@ -706,9 +706,11 @@ def list_containers(self, filter: Union[list[str], str, None] = None, all=True)
 
     def get_running_container_names(self) -> list[str]:
         """Returns a list of the names of all running containers"""
-        result = self.list_containers(all=False)
-        result = [container["name"] for container in result]
-        return result
+        return self.__get_container_names(return_all=False)
+
+    def get_all_container_names(self) -> list[str]:
+        """Returns a list of the names of all containers including stopped ones"""
+        return self.__get_container_names(return_all=True)
 
     def is_container_running(self, container_name: str) -> bool:
         """Checks whether a container with a given name is currently running"""
@@ -1133,6 +1135,11 @@ def login(self, username: str, password: str, registry: Optional[str] = None) ->
         :param registry: Registry url
         """
 
+    def __get_container_names(self, return_all: bool) -> list[str]:
+        result = self.list_containers(all=return_all)
+        result = [container["name"] for container in result]
+        return result
+
 
 class Util:
     MAX_ENV_ARGS_LENGTH = 20000
diff --git a/localstack-core/localstack/utils/container_utils/docker_cmd_client.py b/localstack-core/localstack/utils/container_utils/docker_cmd_client.py
index 2de4e059c1b42..5ae2133826652 100644
--- a/localstack-core/localstack/utils/container_utils/docker_cmd_client.py
+++ b/localstack-core/localstack/utils/container_utils/docker_cmd_client.py
@@ -266,7 +266,7 @@ def commit(
             ) from e
 
     def remove_container(self, container_name: str, force=True, check_existence=False) -> None:
-        if check_existence and container_name not in self.get_running_container_names():
+        if check_existence and container_name not in self.get_all_container_names():
             return
         cmd = self._docker_cmd() + ["rm"]
         if force:
@@ -274,9 +274,13 @@ def remove_container(self, container_name: str, force=True, check_existence=Fals
         cmd.append(container_name)
         LOG.debug("Removing container with cmd %s", cmd)
         try:
-            run(cmd)
+            output = run(cmd)
+            # When the container does not exist, the output could have the error message without any exception
+            if isinstance(output, str) and not force:
+                self._check_output_and_raise_no_such_container_error(container_name, output=output)
         except subprocess.CalledProcessError as e:
-            self._check_and_raise_no_such_container_error(container_name, error=e)
+            if not force:
+                self._check_and_raise_no_such_container_error(container_name, error=e)
             raise ContainerException(
                 "Docker process returned with errorcode %s" % e.returncode, e.stdout, e.stderr
             ) from e
@@ -915,12 +919,20 @@ def _check_and_raise_no_such_container_error(
         Check the given client invocation error and raise a `NoSuchContainer` exception if it
         represents a `no such container` exception from Docker or Podman.
         """
+        self._check_output_and_raise_no_such_container_error(
+            container_name_or_id, str(error.stdout), error=str(error.stderr)
+        )
 
-        # consider different error messages for Docker/Podman
-        error_messages = ("No such container", "no container with name or ID")
-        process_stdout_lower = to_str(error.stdout).lower()
-        if any(msg.lower() in process_stdout_lower for msg in error_messages):
-            raise NoSuchContainer(container_name_or_id, stdout=error.stdout, stderr=error.stderr)
+    def _check_output_and_raise_no_such_container_error(
+        self, container_name_or_id: str, output: str, error: Optional[str] = None
+    ):
+        """
+        Check the given client invocation output and raise a `NoSuchContainer` exception if it
+        represents a `no such container` exception from Docker or Podman.
+        """
+        possible_not_found_messages = ("No such container", "no container with name or ID")
+        if any(msg.lower() in output.lower() for msg in possible_not_found_messages):
+            raise NoSuchContainer(container_name_or_id, stdout=output, stderr=error)
 
     def _transform_container_labels(self, labels: Union[str, dict[str, str]]) -> dict[str, str]:
         """
diff --git a/localstack-core/localstack/utils/container_utils/docker_sdk_client.py b/localstack-core/localstack/utils/container_utils/docker_sdk_client.py
index 21f3f4c123cf5..67cf0d4766c6c 100644
--- a/localstack-core/localstack/utils/container_utils/docker_sdk_client.py
+++ b/localstack-core/localstack/utils/container_utils/docker_sdk_client.py
@@ -266,7 +266,7 @@ def unpause_container(self, container_name: str) -> None:
 
     def remove_container(self, container_name: str, force=True, check_existence=False) -> None:
         LOG.debug("Removing container: %s", container_name)
-        if check_existence and container_name not in self.get_running_container_names():
+        if check_existence and container_name not in self.get_all_container_names():
             LOG.debug("Aborting removing due to check_existence check")
             return
         try:
diff --git a/tests/integration/docker_utils/test_docker.py b/tests/integration/docker_utils/test_docker.py
index 4ebaf973e7e3f..2a06343d05860 100644
--- a/tests/integration/docker_utils/test_docker.py
+++ b/tests/integration/docker_utils/test_docker.py
@@ -826,6 +826,83 @@ def test_list_containers_filter_illegal_filter(self, docker_client: ContainerCli
         with pytest.raises(ContainerException):
             docker_client.list_containers(filter="illegalfilter=foobar")
 
+    def test_get_running_container_names_should_ignore_stopped_containers(
+        self, docker_client: ContainerClient, create_container
+    ):
+        cn1 = _random_container_name()
+        cn2 = _random_container_name()
+        cn3 = _random_container_name()
+
+        create_container("alpine", name=cn1, command=["sleep", "30"])
+        create_container("alpine", name=cn2, command=["sleep", "30"])
+        create_container("alpine", name=cn3, command=["sleep", "30"])
+
+        docker_client.start_container(cn1)
+        docker_client.start_container(cn2)
+
+        container_names = docker_client.get_running_container_names()
+        # We dont do equal comparison here to avoid brittle tests since there could be other containers.
+        assert 2 <= len(container_names)
+        assert all(x in container_names for x in [cn1, cn2])
+        assert cn3 not in container_names
+
+    def test_get_all_container_names_should_include_even_stopped_containers(
+        self, docker_client: ContainerClient, create_container
+    ):
+        cn1 = _random_container_name()
+        cn2 = _random_container_name()
+        cn3 = _random_container_name()
+
+        create_container("alpine", name=cn1, command=["sleep", "30"])
+        create_container("alpine", name=cn2, command=["sleep", "30"])
+        create_container("alpine", name=cn3, command=["sleep", "30"])
+
+        docker_client.start_container(cn1)
+        docker_client.start_container(cn2)
+
+        container_names = docker_client.get_all_container_names()
+        # We dont do equal comparison here to avoid brittle tests since there could be other containers.
+        assert 3 <= len(container_names)
+        assert all(x in container_names for x in [cn1, cn2, cn3])
+
+    def test_remove_container_should_work_when_container_is_running_and_checking_container_existence(
+        self, docker_client: ContainerClient, create_container
+    ):
+        cn1 = _random_container_name()
+        create_container("alpine", name=cn1, command=["sleep", "30"])
+
+        docker_client.start_container(cn1)
+
+        docker_client.remove_container(cn1, check_existence=True)
+
+        container_names = docker_client.get_all_container_names()
+        assert cn1 not in container_names
+
+    def test_remove_container_should_work_when_container_is_stopped_and_checking_container_existence(
+        self, docker_client: ContainerClient, create_container
+    ):
+        cn1 = _random_container_name()
+        create_container("alpine", name=cn1, command=["sleep", "30"])
+        docker_client.remove_container(cn1, check_existence=True)
+
+        container_names = docker_client.get_all_container_names()
+        assert cn1 not in container_names
+
+    def test_remove_container_should_throw_exception_when_container_doesnt_exist_and_not_forcing(
+        self, docker_client: ContainerClient
+    ):
+        with pytest.raises(NoSuchContainer):
+            docker_client.remove_container(
+                "mygiganonexistingcontainer", check_existence=False, force=False
+            )
+
+    def test_remove_container_should_work_even_when_container_doesnt_exist_because_of_forcing(
+        self, docker_client: ContainerClient
+    ):
+        docker_client.remove_container(
+            "mygiganonexistingcontainer", check_existence=False, force=True
+        )
+
     def test_list_containers_filter(self, docker_client: ContainerClient, create_container):
         name_prefix = "filter_tests_"
         cn1 = name_prefix + _random_container_name()

From 00dd0a5a745761dc9617a32f1f51832cd709c2d3 Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Sat, 23 Aug 2025 17:45:43 +0200
Subject: [PATCH 137/697] add traceback propagation of internal errors (#13044)

---
 .../localstack/aws/handlers/service.py        | 19 ++++------
 tests/unit/aws/handlers/service.py            | 38 ++++++++++++++++++-
 2 files changed, 45 insertions(+), 12 deletions(-)

diff --git a/localstack-core/localstack/aws/handlers/service.py b/localstack-core/localstack/aws/handlers/service.py
index 295e7ffa3bb90..40919c9d45a8e 100644
--- a/localstack-core/localstack/aws/handlers/service.py
+++ b/localstack-core/localstack/aws/handlers/service.py
@@ -185,31 +185,28 @@ def create_exception_response(self, exception: Exception, context: RequestContex
                 return
 
             if config.INCLUDE_STACK_TRACES_IN_HTTP_RESPONSE:
-                exception = "".join(
+                message = "".join(
                     traceback.format_exception(
                         type(exception), value=exception, tb=exception.__traceback__
                     )
                 )
+            else:
+                message = str(exception)
 
             # wrap exception for serialization
             if operation:
                 operation_name = operation.name
-                msg = "exception while calling %s.%s: %s" % (
-                    service_name,
-                    operation_name,
-                    exception,
-                )
+                msg = f"exception while calling {service_name}.{operation_name}: {message}"
             else:
                 # just use any operation for mocking purposes (the parser needs it to populate the default response)
                 operation = context.service.operation_model(context.service.operation_names[0])
-                msg = "exception while calling %s with unknown operation: %s" % (
-                    service_name,
-                    exception,
-                )
+                msg = f"exception while calling {service_name} with unknown operation: {message}"
 
             status_code = 501 if config.FAIL_FAST else 500
 
-            error = CommonServiceException("InternalError", msg, status_code=status_code)
+            error = CommonServiceException(
+                "InternalError", msg, status_code=status_code
+            ).with_traceback(exception.__traceback__)
             context.service_exception = error
 
         serializer = create_serializer(context.service)  # TODO: serializer cache
diff --git a/tests/unit/aws/handlers/service.py b/tests/unit/aws/handlers/service.py
index c6f039a29e5cd..100f329e99b9a 100644
--- a/tests/unit/aws/handlers/service.py
+++ b/tests/unit/aws/handlers/service.py
@@ -128,10 +128,12 @@ def test_invalid_exception_does_nothing(self, service_response_handler_chain):
         assert context.service_response is None
         assert isinstance(context.service_exception, ValueError)
 
+
+class TestServiceExceptionSerializer:
     @pytest.mark.parametrize(
         "message, output", [("", "not yet implemented or pro feature"), ("Ups!", "Ups!")]
     )
-    def test_not_implemented_error(self, service_response_handler_chain, message, output):
+    def test_not_implemented_error(self, message, output):
         context = create_aws_request_context(
             "opensearch", "DescribeDomain", {"DomainName": "foobar"}
         )
@@ -143,3 +145,37 @@ def test_not_implemented_error(self, service_response_handler_chain, message, ou
         assert context.service_exception.code == "InternalFailure"
         assert not context.service_exception.sender_fault
         assert context.service_exception.status_code == 501
+
+    def test_internal_error_propagate_traceback(self, service_response_handler_chain):
+        raised_exception: Exception | None = None
+
+        def raise_internal_error_handler(*args, **kwargs):
+            raise ValueError("error")
+
+        def capture_original_exception_handler(
+            chain: HandlerChain,
+            exception: Exception,
+            context: RequestContext,
+            response: Response,
+        ):
+            nonlocal raised_exception
+            raised_exception = exception
+            return
+
+        err_chain = HandlerChain(
+            request_handlers=[raise_internal_error_handler],
+            exception_handlers=[
+                capture_original_exception_handler,
+                ServiceExceptionSerializer(),
+            ],
+        )
+
+        err_context = create_aws_request_context(
+            "opensearch", "DescribeDomain", {"DomainName": "foobar"}
+        )
+        err_chain.handle(err_context, Response())
+
+        assert err_context.service_exception.code == "InternalError"
+        assert err_context.service_exception.__traceback__
+        assert err_context.service_exception.__traceback__ == raised_exception.__traceback__
+        assert err_context.service_exception.status_code == 500

From 0b2fac0c12eb7721a3fd537db4fd393a0c0398cd Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Mon, 25 Aug 2025 09:39:25 +0200
Subject: [PATCH 138/697] Update ASF APIs (#13053)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
---
 .../localstack/aws/api/ec2/__init__.py        | 11 +++-------
 .../localstack/aws/api/s3control/__init__.py  | 22 +++++++++++++++++++
 pyproject.toml                                |  6 ++---
 requirements-base-runtime.txt                 |  4 ++--
 requirements-dev.txt                          |  6 ++---
 requirements-runtime.txt                      |  6 ++---
 requirements-test.txt                         |  6 ++---
 requirements-typehint.txt                     |  6 ++---
 8 files changed, 42 insertions(+), 25 deletions(-)

diff --git a/localstack-core/localstack/aws/api/ec2/__init__.py b/localstack-core/localstack/aws/api/ec2/__init__.py
index 25a2f3f3776b8..14302c5970617 100644
--- a/localstack-core/localstack/aws/api/ec2/__init__.py
+++ b/localstack-core/localstack/aws/api/ec2/__init__.py
@@ -2,14 +2,8 @@
 from enum import StrEnum
 from typing import List, Optional, TypedDict
 
-from localstack.aws.api import (
-    RequestContext,
-    ServiceRequest,
-    handler,
-)
-from localstack.aws.api import (
-    ServiceException as ServiceException,
-)
+from localstack.aws.api import RequestContext, ServiceRequest, handler
+from localstack.aws.api import ServiceException as ServiceException
 
 AccountID = str
 AddressMaxResults = int
@@ -3832,6 +3826,7 @@ class VolumeStatusInfoStatus(StrEnum):
     ok = "ok"
     impaired = "impaired"
     insufficient_data = "insufficient-data"
+    warning = "warning"
 
 
 class VolumeStatusName(StrEnum):
diff --git a/localstack-core/localstack/aws/api/s3control/__init__.py b/localstack-core/localstack/aws/api/s3control/__init__.py
index c1b7d24099e73..c6142822bef7b 100644
--- a/localstack-core/localstack/aws/api/s3control/__init__.py
+++ b/localstack-core/localstack/aws/api/s3control/__init__.py
@@ -147,6 +147,20 @@ class BucketVersioningStatus(StrEnum):
     Suspended = "Suspended"
 
 
+class ComputeObjectChecksumAlgorithm(StrEnum):
+    CRC32 = "CRC32"
+    CRC32C = "CRC32C"
+    CRC64NVME = "CRC64NVME"
+    MD5 = "MD5"
+    SHA1 = "SHA1"
+    SHA256 = "SHA256"
+
+
+class ComputeObjectChecksumType(StrEnum):
+    FULL_OBJECT = "FULL_OBJECT"
+    COMPOSITE = "COMPOSITE"
+
+
 class DeleteMarkerReplicationStatus(StrEnum):
     Enabled = "Enabled"
     Disabled = "Disabled"
@@ -272,6 +286,7 @@ class OperationName(StrEnum):
     S3PutObjectLegalHold = "S3PutObjectLegalHold"
     S3PutObjectRetention = "S3PutObjectRetention"
     S3ReplicateObject = "S3ReplicateObject"
+    S3ComputeObjectChecksum = "S3ComputeObjectChecksum"
 
 
 class OutputSchemaVersion(StrEnum):
@@ -980,6 +995,12 @@ class JobReport(TypedDict, total=False):
     Enabled: Boolean
     Prefix: Optional[ReportPrefixString]
     ReportScope: Optional[JobReportScope]
+    ExpectedBucketOwner: Optional[AccountId]
+
+
+class S3ComputeObjectChecksumOperation(TypedDict, total=False):
+    ChecksumAlgorithm: Optional[ComputeObjectChecksumAlgorithm]
+    ChecksumType: Optional[ComputeObjectChecksumType]
 
 
 class S3ReplicateObjectOperation(TypedDict, total=False):
@@ -1111,6 +1132,7 @@ class JobOperation(TypedDict, total=False):
     S3PutObjectLegalHold: Optional[S3SetObjectLegalHoldOperation]
     S3PutObjectRetention: Optional[S3SetObjectRetentionOperation]
     S3ReplicateObject: Optional[S3ReplicateObjectOperation]
+    S3ComputeObjectChecksum: Optional[S3ComputeObjectChecksumOperation]
 
 
 class CreateJobRequest(ServiceRequest):
diff --git a/pyproject.toml b/pyproject.toml
index 0f2174a99ae49..9ec306b0b0cd2 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -54,9 +54,9 @@ Issues = "https://github.com/localstack/localstack/issues"
 # minimal required to actually run localstack on the host for services natively implemented in python
 base-runtime = [
     # pinned / updated by ASF update action
-    "boto3==1.40.11",
+    "boto3==1.40.16",
     # pinned / updated by ASF update action
-    "botocore==1.40.11",
+    "botocore==1.40.16",
     "awscrt>=0.13.14,!=0.27.1",
     "cbor2>=5.5.0",
     "dnspython>=1.16.0",
@@ -79,7 +79,7 @@ base-runtime = [
 runtime = [
     "localstack-core[base-runtime]",
     # pinned / updated by ASF update action
-    "awscli==1.42.11",
+    "awscli==1.42.16",
     "airspeed-ext>=0.6.3",
     # version that has a built wheel
     "kclpy-ext>=3.0.0",
diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index 8edfcb982f106..6c5536192d643 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -11,9 +11,9 @@ attrs==25.3.0
     #   referencing
 awscrt==0.27.6
     # via localstack-core (pyproject.toml)
-boto3==1.40.11
+boto3==1.40.16
     # via localstack-core (pyproject.toml)
-botocore==1.40.11
+botocore==1.40.16
     # via
     #   boto3
     #   localstack-core (pyproject.toml)
diff --git a/requirements-dev.txt b/requirements-dev.txt
index d33369fcbf564..aa919493c4168 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -39,17 +39,17 @@ aws-sam-translator==1.99.0
     #   localstack-core
 aws-xray-sdk==2.14.0
     # via moto-ext
-awscli==1.42.11
+awscli==1.42.16
     # via localstack-core
 awscrt==0.27.6
     # via localstack-core
-boto3==1.40.11
+boto3==1.40.16
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.40.11
+botocore==1.40.16
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index 19de03b2f8029..8905dd717a05e 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -27,17 +27,17 @@ aws-sam-translator==1.99.0
     #   localstack-core (pyproject.toml)
 aws-xray-sdk==2.14.0
     # via moto-ext
-awscli==1.42.11
+awscli==1.42.16
     # via localstack-core (pyproject.toml)
 awscrt==0.27.6
     # via localstack-core
-boto3==1.40.11
+boto3==1.40.16
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.40.11
+botocore==1.40.16
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-test.txt b/requirements-test.txt
index bd8ce276dbefa..5c44b980df68b 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -39,17 +39,17 @@ aws-sam-translator==1.99.0
     #   localstack-core
 aws-xray-sdk==2.14.0
     # via moto-ext
-awscli==1.42.11
+awscli==1.42.16
     # via localstack-core
 awscrt==0.27.6
     # via localstack-core
-boto3==1.40.11
+boto3==1.40.16
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.40.11
+botocore==1.40.16
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index 3f2bf3b370fd6..5b70246d469b8 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -39,11 +39,11 @@ aws-sam-translator==1.99.0
     #   localstack-core
 aws-xray-sdk==2.14.0
     # via moto-ext
-awscli==1.42.11
+awscli==1.42.16
     # via localstack-core
 awscrt==0.27.6
     # via localstack-core
-boto3==1.40.11
+boto3==1.40.16
     # via
     #   aws-sam-translator
     #   kclpy-ext
@@ -51,7 +51,7 @@ boto3==1.40.11
     #   moto-ext
 boto3-stubs==1.40.12
     # via localstack-core (pyproject.toml)
-botocore==1.40.11
+botocore==1.40.16
     # via
     #   aws-xray-sdk
     #   awscli

From d89864a2aefc0be6e33746e835ec1c74df4d9b41 Mon Sep 17 00:00:00 2001
From: Viren Nadkarni <viren.nadkarni@localstack.cloud>
Date: Mon, 25 Aug 2025 14:30:09 +0530
Subject: [PATCH 139/697] Bump moto-ext to 5.1.11.post1 (#12964)

---
 localstack-core/localstack/aws/patches.py     |  4 ++--
 .../services/cloudwatch/provider.py           | 10 ++++-----
 .../localstack/services/redshift/provider.py  | 21 -------------------
 .../localstack/services/ses/provider.py       | 11 +++++-----
 pyproject.toml                                |  2 +-
 requirements-dev.txt                          |  2 +-
 requirements-runtime.txt                      |  2 +-
 requirements-test.txt                         |  2 +-
 requirements-typehint.txt                     |  2 +-
 tests/aws/services/ec2/test_ec2.py            |  1 +
 .../secretsmanager/test_secretsmanager.py     |  3 +++
 11 files changed, 22 insertions(+), 38 deletions(-)

diff --git a/localstack-core/localstack/aws/patches.py b/localstack-core/localstack/aws/patches.py
index f73067ad7f878..a7a1f9b7dd843 100644
--- a/localstack-core/localstack/aws/patches.py
+++ b/localstack-core/localstack/aws/patches.py
@@ -20,12 +20,12 @@ def new_instance(meta, name, bases, dct):
         cls = super(InstanceTrackerMeta, meta).__new__(meta, name, bases, dct)
         if name == "BaseModel":
             return cls
-        cls.instances = []
+        cls.instances_tracked = []
         return cls
 
     @patch(BaseModel.__new__, pass_target=False)
     def new_basemodel(cls, *args, **kwargs):
-        # skip cls.instances.append(..) which is done by the original/upstream constructor
+        # skip cls.instances_tracked.append(..) which is done by the original/upstream constructor
         instance = super(BaseModel, cls).__new__(cls)
         return instance
 
diff --git a/localstack-core/localstack/services/cloudwatch/provider.py b/localstack-core/localstack/services/cloudwatch/provider.py
index f21e9e47485bc..4b11927c22f18 100644
--- a/localstack-core/localstack/services/cloudwatch/provider.py
+++ b/localstack-core/localstack/services/cloudwatch/provider.py
@@ -5,7 +5,7 @@
 from xml.sax.saxutils import escape
 
 from moto.cloudwatch import cloudwatch_backends
-from moto.cloudwatch.models import CloudWatchBackend, FakeAlarm, MetricDatum
+from moto.cloudwatch.models import Alarm, CloudWatchBackend, MetricDatum
 
 from localstack.aws.accounts import get_account_id_from_access_key_id
 from localstack.aws.api import CommonServiceException, RequestContext, handler
@@ -54,7 +54,7 @@
 LOG = logging.getLogger(__name__)
 
 
-@patch(target=FakeAlarm.update_state)
+@patch(target=Alarm.update_state)
 def update_state(target, self, reason, reason_data, state_value):
     if reason_data is None:
         reason_data = ""
@@ -127,7 +127,7 @@ def put_metric_alarm(
     threshold_metric_id: str | None = None,
     rule: str | None = None,
     tags: list[dict[str, str]] | None = None,
-) -> FakeAlarm:
+) -> Alarm:
     if description:
         description = escape(description)
     return target(
@@ -158,7 +158,7 @@ def put_metric_alarm(
     )
 
 
-def create_metric_data_query_from_alarm(alarm: FakeAlarm):
+def create_metric_data_query_from_alarm(alarm: Alarm):
     # TODO may need to be adapted for other use cases
     #  verified return value with a snapshot test
     return [
@@ -179,7 +179,7 @@ def create_metric_data_query_from_alarm(alarm: FakeAlarm):
 
 
 def create_message_response_update_state_lambda(
-    alarm: FakeAlarm, old_state, old_state_reason, old_state_timestamp
+    alarm: Alarm, old_state, old_state_reason, old_state_timestamp
 ):
     response = {
         "accountId": extract_account_id_from_arn(alarm.alarm_arn),
diff --git a/localstack-core/localstack/services/redshift/provider.py b/localstack-core/localstack/services/redshift/provider.py
index 4f432e3a1aef5..4b4e5be1f5cd3 100644
--- a/localstack-core/localstack/services/redshift/provider.py
+++ b/localstack-core/localstack/services/redshift/provider.py
@@ -1,6 +1,5 @@
 import os
 
-from moto.redshift import responses as redshift_responses
 from moto.redshift.models import redshift_backends
 
 from localstack import config
@@ -12,26 +11,6 @@
 )
 from localstack.services.moto import call_moto
 from localstack.state import AssetDirectory, StateVisitor
-from localstack.utils.common import recurse_object
-from localstack.utils.patch import patch
-
-
-@patch(redshift_responses.itemize)
-def itemize(fn, data, parent_key=None, *args, **kwargs):
-    # TODO: potentially add additional required tags here!
-    list_parent_tags = ["ClusterSubnetGroups"]
-
-    def fix_keys(o, **kwargs):
-        if isinstance(o, dict):
-            for k, v in o.items():
-                if k in list_parent_tags:
-                    if isinstance(v, dict) and "item" in v:
-                        v[k[:-1]] = v.pop("item")
-        return o
-
-    result = fn(data, *args, **kwargs)
-    recurse_object(result, fix_keys)
-    return result
 
 
 class RedshiftProvider(RedshiftApi):
diff --git a/localstack-core/localstack/services/ses/provider.py b/localstack-core/localstack/services/ses/provider.py
index cef17f7f047a3..b616d66da3222 100644
--- a/localstack-core/localstack/services/ses/provider.py
+++ b/localstack-core/localstack/services/ses/provider.py
@@ -8,6 +8,7 @@
 from typing import TYPE_CHECKING, Any
 
 from botocore.exceptions import ClientError
+from moto.core.parsers import XFormedDict
 from moto.ses import ses_backends
 from moto.ses.models import SESBackend
 
@@ -517,7 +518,7 @@ def clone_receipt_rule_set(
         backend.create_receipt_rule_set(rule_set_name)
         original_rule_set = backend.describe_receipt_rule_set(original_rule_set_name)
 
-        for rule in original_rule_set:
+        for rule in original_rule_set.rules:
             backend.create_receipt_rule(rule_set_name, rule)
 
         return CloneReceiptRuleSetResponse()
@@ -677,7 +678,7 @@ def _client_for_topic(topic_arn: str) -> "SNSClient":
 def notify_event_destinations(
     context: RequestContext,
     # FIXME: Moto stores the Event Destinations as a single value when it should be a list
-    event_destinations: dict,
+    event_destinations: XFormedDict,
     payload: EventDestinationPayload,
     email_type: EmailType,
 ):
@@ -687,14 +688,14 @@ def notify_event_destinations(
         event_destinations = [event_destinations]
 
     for event_destination in event_destinations:
-        if not event_destination["Enabled"]:
+        if not event_destination["enabled"]:
             continue
 
-        sns_destination_arn = event_destination.get("SNSDestination")
+        sns_destination_arn = event_destination.get("sns_destination", {}).get("topic_arn")
         if not sns_destination_arn:
             continue
 
-        matching_event_types = event_destination.get("EventMatchingTypes") or []
+        matching_event_types = event_destination.get("matching_event_types") or []
         if EventType.send in matching_event_types:
             emitter.emit_send_event(
                 payload, sns_destination_arn, emit_source_arn=email_type != EmailType.TEMPLATED
diff --git a/pyproject.toml b/pyproject.toml
index 9ec306b0b0cd2..0f835a2a88d80 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -94,7 +94,7 @@ runtime = [
     "json5>=0.9.11",
     "jsonpath-ng>=1.6.1",
     "jsonpath-rw>=1.4.0",
-    "moto-ext[all]==5.1.6.post2",
+    "moto-ext[all]==5.1.11.post1",
     "opensearch-py>=2.4.1",
     "pymongo>=4.2.0",
     "pyopenssl>=23.0.0",
diff --git a/requirements-dev.txt b/requirements-dev.txt
index aa919493c4168..d0c7485c0e8da 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -254,7 +254,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.7.0
     # via openapi-core
-moto-ext==5.1.6.post2
+moto-ext==5.1.11.post1
     # via localstack-core
 mpmath==1.3.0
     # via sympy
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index 8905dd717a05e..10f07cb85cfbd 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -192,7 +192,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.7.0
     # via openapi-core
-moto-ext==5.1.6.post2
+moto-ext==5.1.11.post1
     # via localstack-core (pyproject.toml)
 mpmath==1.3.0
     # via sympy
diff --git a/requirements-test.txt b/requirements-test.txt
index 5c44b980df68b..3418f785cfe25 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -238,7 +238,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.7.0
     # via openapi-core
-moto-ext==5.1.6.post2
+moto-ext==5.1.11.post1
     # via localstack-core
 mpmath==1.3.0
     # via sympy
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index 5b70246d469b8..6e447a775c35e 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -258,7 +258,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.7.0
     # via openapi-core
-moto-ext==5.1.6.post2
+moto-ext==5.1.11.post1
     # via localstack-core
 mpmath==1.3.0
     # via sympy
diff --git a/tests/aws/services/ec2/test_ec2.py b/tests/aws/services/ec2/test_ec2.py
index bfaa8669c6fb6..a9e0ae8e70ec9 100644
--- a/tests/aws/services/ec2/test_ec2.py
+++ b/tests/aws/services/ec2/test_ec2.py
@@ -749,6 +749,7 @@ def _create_security_group() -> dict:
             "$..Tags",  # Tags can differ between environments
             "$..Vpc.IsDefault",  # TODO: CreateVPC should return an IsDefault param
             "$..Vpc.DhcpOptionsId",  # FIXME: DhcpOptionsId uses different reference formats in AWS vs LocalStack
+            "$..Vpc.State",  # Moto VPC immediately reaches the 'available' state, vs. AWS VPC which has a 'pending' state
         ]
     )
     @markers.aws.validated
diff --git a/tests/aws/services/secretsmanager/test_secretsmanager.py b/tests/aws/services/secretsmanager/test_secretsmanager.py
index 9fdf54e21496f..1c83093002c2d 100644
--- a/tests/aws/services/secretsmanager/test_secretsmanager.py
+++ b/tests/aws/services/secretsmanager/test_secretsmanager.py
@@ -1916,6 +1916,9 @@ def test_put_secret_value_with_new_custom_client_request_token(self, secret_name
         )
 
     @markers.aws.only_localstack  # FIXME: all tests using the internal http utils of this class are only targeting localstack
+    @pytest.mark.skip(
+        "Test is not AWS validated and deviates from Moto behaviour. See https://github.com/getmoto/moto/pull/9192"
+    )
     def test_http_put_secret_value_with_duplicate_client_request_token(
         self, secret_name, aws_client
     ):

From 688010397a49612937fd69e18db6a14d9928c60e Mon Sep 17 00:00:00 2001
From: Alex Rashed <2796604+alexrashed@users.noreply.github.com>
Date: Mon, 25 Aug 2025 12:38:41 +0200
Subject: [PATCH 140/697] add skip-docs label to automatically generated PRs
 (#13054)

---
 .github/dependabot.yml                            | 2 ++
 .github/workflows/asf-updates.yml                 | 2 +-
 .github/workflows/update-test-durations.yml       | 2 +-
 .github/workflows/upgrade-python-dependencies.yml | 2 ++
 4 files changed, 6 insertions(+), 2 deletions(-)

diff --git a/.github/dependabot.yml b/.github/dependabot.yml
index 3fd7b9f6a75e2..c585cd1f754bc 100644
--- a/.github/dependabot.yml
+++ b/.github/dependabot.yml
@@ -12,6 +12,7 @@ updates:
     labels:
       - "area: dependencies"
       - "semver: patch"
+      - "skip-docs"
     groups:
       docker-base-images:
         patterns:
@@ -23,6 +24,7 @@ updates:
     labels:
       - "area: dependencies"
       - "semver: patch"
+      - "skip-docs"
     groups:
       github-actions:
         patterns:
diff --git a/.github/workflows/asf-updates.yml b/.github/workflows/asf-updates.yml
index 46c419fee3cef..4478be37ece41 100644
--- a/.github/workflows/asf-updates.yml
+++ b/.github/workflows/asf-updates.yml
@@ -127,6 +127,6 @@ jobs:
           author: "LocalStack Bot <localstack-bot@users.noreply.github.com>"
           committer: "LocalStack Bot <localstack-bot@users.noreply.github.com>"
           commit-message: "update generated ASF APIs to latest version"
-          labels: "area: asf, area: dependencies, semver: patch"
+          labels: "area: asf, area: dependencies, semver: patch, skip-docs"
           token: ${{ secrets.PRO_ACCESS_TOKEN }}
           reviewers: silv-io,alexrashed
diff --git a/.github/workflows/update-test-durations.yml b/.github/workflows/update-test-durations.yml
index 0ed00d59f4e94..93e6d1d64c372 100644
--- a/.github/workflows/update-test-durations.yml
+++ b/.github/workflows/update-test-durations.yml
@@ -72,5 +72,5 @@ jobs:
             commit-message: "CI: update .test_durations to latest version"
             path: localstack
             add-paths: .test_durations
-            labels: "semver: patch, area: testing, area: ci"
+            labels: "semver: patch, area: testing, area: ci, skip-docs"
             token: ${{ secrets.PRO_ACCESS_TOKEN }}
diff --git a/.github/workflows/upgrade-python-dependencies.yml b/.github/workflows/upgrade-python-dependencies.yml
index 83b26043bd8c7..d4407d5513cf5 100644
--- a/.github/workflows/upgrade-python-dependencies.yml
+++ b/.github/workflows/upgrade-python-dependencies.yml
@@ -11,3 +11,5 @@ jobs:
     uses: localstack/meta/.github/workflows/upgrade-python-dependencies.yml@main
     secrets:
       github-token: ${{ secrets.PRO_ACCESS_TOKEN }}
+    with:
+      labels: "area: dependencies, semver: patch, skip-docs"

From e6cd874916ef038d6f23a82ec298c0c5a70a02fc Mon Sep 17 00:00:00 2001
From: Giovanni Grano <me@giograno.com>
Date: Tue, 26 Aug 2025 08:00:51 +0200
Subject: [PATCH 141/697]  Enable B017 ruff linting rule (#13031)

---
 .../localstack/services/cloudformation/provider.py   |  2 ++
 .../services/cloudformation/v2/provider.py           |  5 ++---
 pyproject.toml                                       |  1 -
 .../aws/services/apigateway/test_apigateway_basic.py | 10 +++++-----
 .../services/cloudformation/api/test_changesets.py   | 12 ++++++++----
 .../api/test_changesets.validation.json              |  9 +++++++++
 tests/aws/services/kms/test_kms.py                   |  2 +-
 .../services/lambda_/test_lambda_developer_tools.py  |  3 ++-
 tests/aws/services/route53/test_route53.py           |  5 +++--
 tests/aws/services/ssm/test_ssm.py                   |  5 +++--
 .../apigateway/test_handler_integration_request.py   |  3 ++-
 .../apigateway/test_handler_integration_response.py  |  3 ++-
 tests/unit/services/kms/test_kms.py                  |  2 +-
 tests/unit/services/s3/test_s3.py                    |  6 +++---
 tests/unit/utils/test_id_generator.py                |  2 +-
 tests/unit/utils/test_objects.py                     |  2 +-
 16 files changed, 45 insertions(+), 27 deletions(-)

diff --git a/localstack-core/localstack/services/cloudformation/provider.py b/localstack-core/localstack/services/cloudformation/provider.py
index 60f84f3ef28b9..3c76dd7497692 100644
--- a/localstack-core/localstack/services/cloudformation/provider.py
+++ b/localstack-core/localstack/services/cloudformation/provider.py
@@ -605,6 +605,8 @@ def create_change_set(
         req_params = request
         change_set_type = req_params.get("ChangeSetType", "UPDATE")
         stack_name = req_params.get("StackName")
+        if not stack_name:
+            raise ValidationError("Member must have length greater than or equal to 1")
         change_set_name = req_params.get("ChangeSetName")
         template_body = req_params.get("TemplateBody")
         # s3 or secretsmanager url
diff --git a/localstack-core/localstack/services/cloudformation/v2/provider.py b/localstack-core/localstack/services/cloudformation/v2/provider.py
index 75e74fbdd1048..0dd6aa6a84645 100644
--- a/localstack-core/localstack/services/cloudformation/v2/provider.py
+++ b/localstack-core/localstack/services/cloudformation/v2/provider.py
@@ -369,9 +369,8 @@ def _setup_change_set_model(
     def create_change_set(
         self, context: RequestContext, request: CreateChangeSetInput
     ) -> CreateChangeSetOutput:
-        try:
-            stack_name = request["StackName"]
-        except KeyError:
+        stack_name = request.get("StackName")
+        if not stack_name:
             # TODO: proper exception
             raise ValidationError("StackName must be specified")
         try:
diff --git a/pyproject.toml b/pyproject.toml
index 0f835a2a88d80..39770880c5dd1 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -206,7 +206,6 @@ exclude = [
 [tool.ruff.lint]
 ignore = [
     "B007", # TODO Loop control variable x not used within loop body
-    "B017", # TODO `pytest.raises(Exception)` should be considered evil
     "B019", # TODO Use of `functools.lru_cache` or `functools.cache` on methods can lead to memory leaks
     "B022", # TODO No arguments passed to `contextlib.suppress`. No exceptions will be suppressed and therefore this context manager is redundant
     "B023", # TODO Function definition does not bind loop variable `server`
diff --git a/tests/aws/services/apigateway/test_apigateway_basic.py b/tests/aws/services/apigateway/test_apigateway_basic.py
index 249b85ad8a50b..5fc8bc1de3173 100644
--- a/tests/aws/services/apigateway/test_apigateway_basic.py
+++ b/tests/aws/services/apigateway/test_apigateway_basic.py
@@ -643,7 +643,7 @@ def test_api_gateway_authorizer_crud(self, aws_client):
             restApiId=get_api_gateway_id, authorizerId=authorizer_id
         )
 
-        with pytest.raises(Exception):
+        with pytest.raises(ClientError):
             aws_client.apigateway.get_authorizer(
                 restApiId=get_api_gateway_id, authorizerId=authorizer_id
             )
@@ -784,9 +784,9 @@ def test_base_path_mapping(self, create_rest_apigw, aws_client):
 
         # DELETE
         aws_client.apigateway.delete_base_path_mapping(domainName=domain_name, basePath=base_path)
-        with pytest.raises(Exception):
+        with pytest.raises(ClientError):
             aws_client.apigateway.get_base_path_mapping(domainName=domain_name, basePath=base_path)
-        with pytest.raises(Exception):
+        with pytest.raises(ClientError):
             aws_client.apigateway.delete_base_path_mapping(
                 domainName=domain_name, basePath=base_path
             )
@@ -840,9 +840,9 @@ def test_base_path_mapping_root(self, aws_client):
 
         # DELETE
         client.delete_base_path_mapping(domainName=domain_name, basePath=base_path)
-        with pytest.raises(Exception):
+        with pytest.raises(ClientError):
             client.get_base_path_mapping(domainName=domain_name, basePath=base_path)
-        with pytest.raises(Exception):
+        with pytest.raises(ClientError):
             client.delete_base_path_mapping(domainName=domain_name, basePath=base_path)
 
     @markers.aws.needs_fixing
diff --git a/tests/aws/services/cloudformation/api/test_changesets.py b/tests/aws/services/cloudformation/api/test_changesets.py
index 7a78cb1400d50..a0d2cb1b01399 100644
--- a/tests/aws/services/cloudformation/api/test_changesets.py
+++ b/tests/aws/services/cloudformation/api/test_changesets.py
@@ -3,6 +3,7 @@
 import os.path
 
 import pytest
+from botocore.config import Config
 from botocore.exceptions import ClientError, WaiterError
 from tests.aws.services.cloudformation.api.test_stacks import (
     MINIMAL_TEMPLATE,
@@ -336,7 +337,7 @@ def test_create_change_set_update_nonexisting(aws_client):
         os.path.dirname(__file__), "../../../templates/sns_topic_simple.yaml"
     )
 
-    with pytest.raises(Exception) as ex:
+    with pytest.raises(ClientError) as ex:
         response = aws_client.cloudformation.create_change_set(
             StackName=stack_name,
             ChangeSetName=change_set_name,
@@ -371,14 +372,17 @@ def test_create_change_set_invalid_params(aws_client):
 
 
 @markers.aws.validated
-def test_create_change_set_missing_stackname(aws_client):
+def test_create_change_set_missing_stackname(aws_client_factory):
     """in this case boto doesn't even let us send the request"""
     change_set_name = f"change-set-{short_uid()}"
     template_path = os.path.join(
         os.path.dirname(__file__), "../../../templates/sns_topic_simple.yaml"
     )
-    with pytest.raises(Exception):
-        aws_client.cloudformation.create_change_set(
+
+    # A client with parameter validation enabled would result in a client-side ParamValidationError.
+    cfn_client = aws_client_factory(config=Config(parameter_validation=False)).cloudformation
+    with pytest.raises(ClientError):
+        cfn_client.create_change_set(
             StackName="",
             ChangeSetName=change_set_name,
             TemplateBody=load_template_raw(template_path),
diff --git a/tests/aws/services/cloudformation/api/test_changesets.validation.json b/tests/aws/services/cloudformation/api/test_changesets.validation.json
index 28ad3b8f1e3b8..e85acdbc71fe8 100644
--- a/tests/aws/services/cloudformation/api/test_changesets.validation.json
+++ b/tests/aws/services/cloudformation/api/test_changesets.validation.json
@@ -56,6 +56,15 @@
       "total": 89.06
     }
   },
+  "tests/aws/services/cloudformation/api/test_changesets.py::test_create_change_set_missing_stackname": {
+    "last_validated_date": "2025-08-22T12:49:42+00:00",
+    "durations_in_seconds": {
+      "setup": 0.6,
+      "call": 0.51,
+      "teardown": 0.0,
+      "total": 1.11
+    }
+  },
   "tests/aws/services/cloudformation/api/test_changesets.py::test_create_change_set_update_without_parameters": {
     "last_validated_date": "2022-05-31T07:32:02+00:00"
   },
diff --git a/tests/aws/services/kms/test_kms.py b/tests/aws/services/kms/test_kms.py
index 97943728ce9b5..8203abc9d71ee 100644
--- a/tests/aws/services/kms/test_kms.py
+++ b/tests/aws/services/kms/test_kms.py
@@ -110,7 +110,7 @@ def kms_api_snapshot_transformer(self, snapshot):
     def test_create_alias(self, kms_create_alias, kms_create_key, snapshot):
         alias_name = f"{short_uid()}"
         alias_key_id = kms_create_key()["KeyId"]
-        with pytest.raises(Exception) as e:
+        with pytest.raises(ClientError) as e:
             kms_create_alias(AliasName=alias_name, TargetKeyId=alias_key_id)
 
         snapshot.match("create_alias", e.value.response)
diff --git a/tests/aws/services/lambda_/test_lambda_developer_tools.py b/tests/aws/services/lambda_/test_lambda_developer_tools.py
index ac7f0049dad11..91caff74c3397 100644
--- a/tests/aws/services/lambda_/test_lambda_developer_tools.py
+++ b/tests/aws/services/lambda_/test_lambda_developer_tools.py
@@ -3,6 +3,7 @@
 import time
 
 import pytest
+from botocore.exceptions import ClientError
 
 from localstack import config
 from localstack.aws.api.lambda_ import Runtime
@@ -146,7 +147,7 @@ def test_hot_reloading_error_path_not_absolute(
         """Tests validation of hot reloading paths"""
         function_name = f"test-hot-reloading-{short_uid()}"
         hot_reloading_bucket = config.BUCKET_MARKER_LOCAL
-        with pytest.raises(Exception):
+        with pytest.raises(ClientError):
             aws_client.lambda_.create_function(
                 FunctionName=function_name,
                 Handler="handler.handler",
diff --git a/tests/aws/services/route53/test_route53.py b/tests/aws/services/route53/test_route53.py
index c706f784e0d9c..51d63782b6dc3 100644
--- a/tests/aws/services/route53/test_route53.py
+++ b/tests/aws/services/route53/test_route53.py
@@ -1,6 +1,7 @@
 from urllib.parse import urlparse
 
 import pytest
+from botocore.exceptions import ClientError
 
 from localstack.testing.pytest import markers
 from localstack.utils.common import short_uid
@@ -54,7 +55,7 @@ def test_crud_health_check(self, echo_http_server_post, echo_http_server, aws_cl
         assert response["HealthCheck"]["Id"] == health_check_id
         response = aws_client.route53.delete_health_check(HealthCheckId=health_check_id)
         assert response["ResponseMetadata"]["HTTPStatusCode"] == 200
-        with pytest.raises(Exception) as ctx:
+        with pytest.raises(ClientError) as ctx:
             aws_client.route53.delete_health_check(HealthCheckId=health_check_id)
         assert "NoSuchHealthCheck" in str(ctx.value)
 
@@ -171,7 +172,7 @@ def test_associate_vpc_with_hosted_zone(
         )
         assert response["ResponseMetadata"]["HTTPStatusCode"] in [200, 201]
         # subsequent call (after disassociation) should fail with 404 error
-        with pytest.raises(Exception):
+        with pytest.raises(ClientError):
             aws_client.route53.disassociate_vpc_from_hosted_zone(
                 HostedZoneId=zone_id,
                 VPC={"VPCRegion": vpc_region, "VPCId": vpc2_id},
diff --git a/tests/aws/services/ssm/test_ssm.py b/tests/aws/services/ssm/test_ssm.py
index 009e79a252028..5b101eef34ea2 100644
--- a/tests/aws/services/ssm/test_ssm.py
+++ b/tests/aws/services/ssm/test_ssm.py
@@ -1,6 +1,7 @@
 import json
 
 import pytest
+from botocore.exceptions import ClientError
 
 from localstack import config
 from localstack.testing.config import TEST_AWS_ACCOUNT_ID, TEST_AWS_REGION_NAME
@@ -55,7 +56,7 @@ def test_hierarchical_parameter(self, create_parameter, param_name_pattern, aws_
 
         _assert(f"/{param_a}/b/c", f"/{param_a}/b/c", aws_client.ssm)
         pname = param_name_pattern.replace("<param>", param_a)
-        with pytest.raises(Exception) as exc:
+        with pytest.raises(ClientError) as exc:
             _assert(pname, f"/{param_a}/b/c", aws_client.ssm)
         exc.match("ValidationException")
         exc.match("sub-paths divided by slash symbol")
@@ -82,7 +83,7 @@ def test_get_secret_parameter(self, create_secret, aws_client):
         assert ":secretsmanager:" in source_result["ARN"]
 
         # negative test for https://github.com/localstack/localstack/issues/6551
-        with pytest.raises(Exception):
+        with pytest.raises(ClientError):
             aws_client.ssm.get_parameter(Name=secret_name, WithDecryption=True)
 
     @markers.aws.validated
diff --git a/tests/unit/services/apigateway/test_handler_integration_request.py b/tests/unit/services/apigateway/test_handler_integration_request.py
index 72b021e4b2d63..7bf8b46a06f14 100644
--- a/tests/unit/services/apigateway/test_handler_integration_request.py
+++ b/tests/unit/services/apigateway/test_handler_integration_request.py
@@ -10,6 +10,7 @@
     RestApiInvocationContext,
 )
 from localstack.services.apigateway.next_gen.execute_api.gateway_response import (
+    InternalServerError,
     UnsupportedMediaTypeError,
 )
 from localstack.services.apigateway.next_gen.execute_api.handlers import (
@@ -328,7 +329,7 @@ def test_convert_binary(
 
         outcome = possible_values.get(expected, input_data)
         if outcome is None:
-            with pytest.raises(Exception):
+            with pytest.raises(InternalServerError):
                 convert(context=default_context)
         else:
             converted_body = convert(context=default_context)
diff --git a/tests/unit/services/apigateway/test_handler_integration_response.py b/tests/unit/services/apigateway/test_handler_integration_response.py
index 122af7c5bbc13..d35cd6a3f15a1 100644
--- a/tests/unit/services/apigateway/test_handler_integration_response.py
+++ b/tests/unit/services/apigateway/test_handler_integration_response.py
@@ -11,6 +11,7 @@
 )
 from localstack.services.apigateway.next_gen.execute_api.gateway_response import (
     ApiConfigurationError,
+    InternalServerError,
 )
 from localstack.services.apigateway.next_gen.execute_api.handlers import (
     IntegrationResponseHandler,
@@ -332,7 +333,7 @@ def test_convert_binary(
 
         outcome = possible_values.get(expected, input_data)
         if outcome is None:
-            with pytest.raises(Exception):
+            with pytest.raises(InternalServerError):
                 convert(body=input_data, context=ctx, content_handling=content_handling)
         else:
             converted_body = convert(
diff --git a/tests/unit/services/kms/test_kms.py b/tests/unit/services/kms/test_kms.py
index ffdec68c06b58..f1ca464e8ea7f 100644
--- a/tests/unit/services/kms/test_kms.py
+++ b/tests/unit/services/kms/test_kms.py
@@ -15,7 +15,7 @@
 
 
 def test_alias_name_validator():
-    with pytest.raises(Exception):
+    with pytest.raises(ValidationException):
         validate_alias_name("test-alias")
 
 
diff --git a/tests/unit/services/s3/test_s3.py b/tests/unit/services/s3/test_s3.py
index a01fe9d58f8c3..313fc03add170 100644
--- a/tests/unit/services/s3/test_s3.py
+++ b/tests/unit/services/s3/test_s3.py
@@ -9,7 +9,7 @@
 import pytest
 
 from localstack.aws.api import RequestContext
-from localstack.aws.api.s3 import InvalidArgument
+from localstack.aws.api.s3 import AccessDenied, AuthorizationQueryParametersError, InvalidArgument
 from localstack.config import S3_VIRTUAL_HOSTNAME
 from localstack.constants import LOCALHOST
 from localstack.http import Request
@@ -454,7 +454,7 @@ def test_is_valid_presigned_url_v2(self):
             if not will_raise:
                 assert presigned_url.is_valid_sig_v2(query_args) == is_sig_v2
             else:
-                with pytest.raises(Exception):
+                with pytest.raises(AccessDenied):
                     presigned_url.is_valid_sig_v2(query_args)
 
     def test_is_valid_presigned_url_v4(self):
@@ -512,7 +512,7 @@ def test_is_valid_presigned_url_v4(self):
             if not will_raise:
                 assert presigned_url.is_valid_sig_v4(query_args) == is_sig_v4
             else:
-                with pytest.raises(Exception):
+                with pytest.raises(AuthorizationQueryParametersError):
                     presigned_url.is_valid_sig_v4(query_args)
 
 
diff --git a/tests/unit/utils/test_id_generator.py b/tests/unit/utils/test_id_generator.py
index 74024d4bf570e..8cdcb9bbbfd00 100644
--- a/tests/unit/utils/test_id_generator.py
+++ b/tests/unit/utils/test_id_generator.py
@@ -134,7 +134,7 @@ def test_custom_id_context_manager(default_resource_identifier):
 def test_custom_id_context_manager_exception_handling(default_resource_identifier):
     custom_id = "set_id"
 
-    with pytest.raises(Exception):
+    with pytest.raises(Exception):  # noqa: B017
         with localstack_id_manager.custom_id(default_resource_identifier, custom_id):
             assert default_resource_identifier.generate() == custom_id
             raise Exception()
diff --git a/tests/unit/utils/test_objects.py b/tests/unit/utils/test_objects.py
index d981b99b59279..3057c6be7c2e2 100644
--- a/tests/unit/utils/test_objects.py
+++ b/tests/unit/utils/test_objects.py
@@ -22,7 +22,7 @@ def foo(self):
     assert instance1
     assert BaseClass.get("c1") == instance1
     assert instance1.foo() == "bar"
-    with pytest.raises(Exception):
+    with pytest.raises(NotImplementedError):
         assert BaseClass.get("c2")
 
     class C2(BaseClass):

From 9492ce95aca037edce4c60f6310e5262f769ff7a Mon Sep 17 00:00:00 2001
From: Giovanni Grano <me@giograno.com>
Date: Tue, 26 Aug 2025 08:02:59 +0200
Subject: [PATCH 142/697] Ruff linter: enable rule UP008 and UP036 (#13047)

---
 localstack-core/localstack/aws/api/core.py       |  4 ++--
 .../localstack/aws/protocol/parser.py            |  4 ++--
 .../localstack/aws/protocol/validate.py          |  2 +-
 localstack-core/localstack/aws/spec.py           |  2 +-
 localstack-core/localstack/cli/localstack.py     |  2 +-
 localstack-core/localstack/dns/server.py         |  2 +-
 localstack-core/localstack/logging/format.py     |  6 +++---
 localstack-core/localstack/runtime/patches.py    |  4 ++--
 .../services/apigateway/legacy/templates.py      |  2 +-
 .../next_gen/execute_api/template_mapping.py     |  4 ++--
 .../services/cloudformation/engine/entities.py   |  2 +-
 .../services/cloudformation/service_models.py    |  2 +-
 .../invocation/docker_runtime_executor.py        |  2 +-
 .../services/lambda_/invocation/event_manager.py |  2 +-
 .../services/lambda_/provider_utils.py           |  2 +-
 .../localstack/services/sqs/models.py            |  2 +-
 .../asl/component/intrinsic/member.py            |  2 +-
 .../state/state_choice/comparison/comparison.py  | 16 +++++-----------
 .../component/state/state_choice/state_choice.py |  4 ++--
 .../state/state_execution/state_map/state_map.py |  4 ++--
 .../state_parallel/state_parallel.py             |  2 +-
 .../state_execution/state_task/state_task.py     |  4 ++--
 .../asl/component/state/state_fail/state_fail.py |  2 +-
 .../asl/component/state/state_pass/state_pass.py |  4 ++--
 .../state/state_succeed/state_succeed.py         |  2 +-
 .../asl/component/state/state_wait/state_wait.py |  2 +-
 .../stepfunctions/asl/eval/environment.py        |  2 +-
 .../utils/analytics/metrics/counter.py           |  6 ++----
 localstack-core/localstack/utils/asyncio.py      |  4 ++--
 localstack-core/localstack/utils/json.py         |  2 +-
 pyproject.toml                                   |  2 --
 tests/unit/aws/protocol/test_serializer.py       |  6 +++---
 tests/unit/logging_/test_format.py               |  2 +-
 33 files changed, 50 insertions(+), 60 deletions(-)

diff --git a/localstack-core/localstack/aws/api/core.py b/localstack-core/localstack/aws/api/core.py
index 803567e78806a..0498ebaf7473f 100644
--- a/localstack-core/localstack/aws/api/core.py
+++ b/localstack-core/localstack/aws/api/core.py
@@ -41,7 +41,7 @@ class ServiceException(Exception):
     message: str
 
     def __init__(self, *args: Any, **kwargs: Any):
-        super(ServiceException, self).__init__(*args)
+        super().__init__(*args)
 
         if len(args) >= 1:
             self.message = args[0]
@@ -60,7 +60,7 @@ class CommonServiceException(ServiceException):
     """
 
     def __init__(self, code: str, message: str, status_code: int = 400, sender_fault: bool = False):
-        super(CommonServiceException, self).__init__(message)
+        super().__init__(message)
         self.code = code
         self.status_code = status_code
         self.sender_fault = sender_fault
diff --git a/localstack-core/localstack/aws/protocol/parser.py b/localstack-core/localstack/aws/protocol/parser.py
index fb14d7aa5673e..f1dc84a658651 100644
--- a/localstack-core/localstack/aws/protocol/parser.py
+++ b/localstack-core/localstack/aws/protocol/parser.py
@@ -671,7 +671,7 @@ class RestXMLRequestParser(BaseRestRequestParser):
     """
 
     def __init__(self, service_model: ServiceModel):
-        super(RestXMLRequestParser, self).__init__(service_model)
+        super().__init__(service_model)
         self.ignore_get_body_errors = True
         self._namespace_re = re.compile("{.*}")
 
@@ -758,7 +758,7 @@ def _parse_list(
         # it's flattened, and if it's not, then we make it a one element list.
         if shape.serialization.get("flattened") and not isinstance(node, list):
             node = [node]
-        return super(RestXMLRequestParser, self)._parse_list(request, shape, node, uri_params)
+        return super()._parse_list(request, shape, node, uri_params)
 
     def _node_tag(self, node: ETree.Element) -> str:
         return self._namespace_re.sub("", node.tag)
diff --git a/localstack-core/localstack/aws/protocol/validate.py b/localstack-core/localstack/aws/protocol/validate.py
index 9be5d6b55b4c5..895b574fdea75 100644
--- a/localstack-core/localstack/aws/protocol/validate.py
+++ b/localstack-core/localstack/aws/protocol/validate.py
@@ -159,7 +159,7 @@ def _validate_structure(self, params, shape, errors, name):
             if required_member in params and params[required_member] is None:
                 params.pop(required_member)
 
-        super(ParamValidator, self)._validate_structure(params, shape, errors, name)
+        super()._validate_structure(params, shape, errors, name)
 
 
 def validate_request(operation: OperationModel, request: ServiceRequest) -> ValidationErrors:
diff --git a/localstack-core/localstack/aws/spec.py b/localstack-core/localstack/aws/spec.py
index 80ecf0c697a83..3de44f66d1a23 100644
--- a/localstack-core/localstack/aws/spec.py
+++ b/localstack-core/localstack/aws/spec.py
@@ -69,7 +69,7 @@ def __init__(self, patches: dict[str, list], *args, **kwargs):
 
     @instance_cache
     def load_data(self, name: str):
-        result = super(PatchingLoader, self).load_data(name)
+        result = super().load_data(name)
 
         if patches := self.patches.get(name):
             return jsonpatch.apply_patch(result, patches)
diff --git a/localstack-core/localstack/cli/localstack.py b/localstack-core/localstack/cli/localstack.py
index cdde905e702be..4e6dcd96d2e59 100644
--- a/localstack-core/localstack/cli/localstack.py
+++ b/localstack-core/localstack/cli/localstack.py
@@ -47,7 +47,7 @@ class LocalStackCliGroup(click.Group):
 
     def invoke(self, ctx: click.Context):
         try:
-            return super(LocalStackCliGroup, self).invoke(ctx)
+            return super().invoke(ctx)
         except click.exceptions.Exit:
             # raise Exit exceptions unmodified (e.g., raised on --help)
             raise
diff --git a/localstack-core/localstack/dns/server.py b/localstack-core/localstack/dns/server.py
index c7d5cb8154d9e..847f0233853ce 100644
--- a/localstack-core/localstack/dns/server.py
+++ b/localstack-core/localstack/dns/server.py
@@ -254,7 +254,7 @@ def handle(self, *args, **kwargs):
             THREAD_LOCAL.client_address = self.client_address
             THREAD_LOCAL.server = self.server
             THREAD_LOCAL.request = self.request
-            return super(NonLoggingHandler, self).handle(*args, **kwargs)
+            return super().handle(*args, **kwargs)
         except Exception:
             pass
 
diff --git a/localstack-core/localstack/logging/format.py b/localstack-core/localstack/logging/format.py
index 1c6a2c37cac02..959deaaf669e5 100644
--- a/localstack-core/localstack/logging/format.py
+++ b/localstack-core/localstack/logging/format.py
@@ -32,7 +32,7 @@ class DefaultFormatter(logging.Formatter):
     """
 
     def __init__(self, fmt=LOG_FORMAT, datefmt=LOG_DATE_FORMAT):
-        super(DefaultFormatter, self).__init__(fmt=fmt, datefmt=datefmt)
+        super().__init__(fmt=fmt, datefmt=datefmt)
 
 
 class AddFormattedAttributes(logging.Filter):
@@ -48,7 +48,7 @@ class AddFormattedAttributes(logging.Filter):
     max_thread_len: int
 
     def __init__(self, max_name_len: int = None, max_thread_len: int = None):
-        super(AddFormattedAttributes, self).__init__()
+        super().__init__()
         self.max_name_len = max_name_len if max_name_len else MAX_NAME_LEN
         self.max_thread_len = max_thread_len if max_thread_len else MAX_THREAD_NAME_LEN
 
@@ -75,7 +75,7 @@ class MaskSensitiveInputFilter(logging.Filter):
     patterns: list[tuple[re.Pattern[bytes], bytes]]
 
     def __init__(self, sensitive_keys: list[str]):
-        super(MaskSensitiveInputFilter, self).__init__()
+        super().__init__()
 
         self.patterns = [
             (re.compile(to_bytes(rf'"{key}":\s*"[^"]+"')), to_bytes(f'"{key}": "******"'))
diff --git a/localstack-core/localstack/runtime/patches.py b/localstack-core/localstack/runtime/patches.py
index 4772a480bfee1..46a200949de7f 100644
--- a/localstack-core/localstack/runtime/patches.py
+++ b/localstack-core/localstack/runtime/patches.py
@@ -38,14 +38,14 @@ def patch_urllib3_connection_pool(**constructor_kwargs):
         class MyHTTPSConnectionPool(connectionpool.HTTPSConnectionPool):
             def __init__(self, *args, **kwargs):
                 kwargs.update(constructor_kwargs)
-                super(MyHTTPSConnectionPool, self).__init__(*args, **kwargs)
+                super().__init__(*args, **kwargs)
 
         poolmanager.pool_classes_by_scheme["https"] = MyHTTPSConnectionPool
 
         class MyHTTPConnectionPool(connectionpool.HTTPConnectionPool):
             def __init__(self, *args, **kwargs):
                 kwargs.update(constructor_kwargs)
-                super(MyHTTPConnectionPool, self).__init__(*args, **kwargs)
+                super().__init__(*args, **kwargs)
 
         poolmanager.pool_classes_by_scheme["http"] = MyHTTPConnectionPool
     except Exception:
diff --git a/localstack-core/localstack/services/apigateway/legacy/templates.py b/localstack-core/localstack/services/apigateway/legacy/templates.py
index 82df2469f0773..63164a36b6c2e 100644
--- a/localstack-core/localstack/services/apigateway/legacy/templates.py
+++ b/localstack-core/localstack/services/apigateway/legacy/templates.py
@@ -68,7 +68,7 @@ class AttributeDict(dict):
     """
 
     def __init__(self, *args, **kwargs):
-        super(AttributeDict, self).__init__(*args, **kwargs)
+        super().__init__(*args, **kwargs)
         for key, value in self.items():
             if isinstance(value, dict):
                 self[key] = AttributeDict(value)
diff --git a/localstack-core/localstack/services/apigateway/next_gen/execute_api/template_mapping.py b/localstack-core/localstack/services/apigateway/next_gen/execute_api/template_mapping.py
index fd729f853d187..7d13695cc6a27 100644
--- a/localstack-core/localstack/services/apigateway/next_gen/execute_api/template_mapping.py
+++ b/localstack-core/localstack/services/apigateway/next_gen/execute_api/template_mapping.py
@@ -109,7 +109,7 @@ class VTLJsonList(list):
     """
 
     def __init__(self, *args):
-        super(VTLJsonList, self).__init__(*args)
+        super().__init__(*args)
         for idx, item in enumerate(self):
             self[idx] = cast_to_vtl_json_object(item)
 
@@ -138,7 +138,7 @@ class AttributeDict(dict):
     """
 
     def __init__(self, *args, **kwargs):
-        super(AttributeDict, self).__init__(*args, **kwargs)
+        super().__init__(*args, **kwargs)
         for key, value in self.items():
             if isinstance(value, dict):
                 self[key] = AttributeDict(value)
diff --git a/localstack-core/localstack/services/cloudformation/engine/entities.py b/localstack-core/localstack/services/cloudformation/engine/entities.py
index 71265370eeb25..87e09338966be 100644
--- a/localstack-core/localstack/services/cloudformation/engine/entities.py
+++ b/localstack-core/localstack/services/cloudformation/engine/entities.py
@@ -393,7 +393,7 @@ def __init__(
             template = {}
         if params is None:
             params = {}
-        super(StackChangeSet, self).__init__(account_id, region_name, params, template)
+        super().__init__(account_id, region_name, params, template)
 
         name = self.metadata["ChangeSetName"]
         if not self.metadata.get("ChangeSetId"):
diff --git a/localstack-core/localstack/services/cloudformation/service_models.py b/localstack-core/localstack/services/cloudformation/service_models.py
index aeadbeb85f305..cfde3d106af95 100644
--- a/localstack-core/localstack/services/cloudformation/service_models.py
+++ b/localstack-core/localstack/services/cloudformation/service_models.py
@@ -14,7 +14,7 @@ class DependencyNotYetSatisfied(Exception):
 
     def __init__(self, resource_ids, message=None):
         message = message or "Unresolved dependencies: %s" % resource_ids
-        super(DependencyNotYetSatisfied, self).__init__(message)
+        super().__init__(message)
         resource_ids = resource_ids if isinstance(resource_ids, list) else [resource_ids]
         self.resource_ids = resource_ids
 
diff --git a/localstack-core/localstack/services/lambda_/invocation/docker_runtime_executor.py b/localstack-core/localstack/services/lambda_/invocation/docker_runtime_executor.py
index 83197864480ee..dc427ca8f5c3c 100644
--- a/localstack-core/localstack/services/lambda_/invocation/docker_runtime_executor.py
+++ b/localstack-core/localstack/services/lambda_/invocation/docker_runtime_executor.py
@@ -280,7 +280,7 @@ class DockerRuntimeExecutor(RuntimeExecutor):
     container_name: str
 
     def __init__(self, id: str, function_version: FunctionVersion) -> None:
-        super(DockerRuntimeExecutor, self).__init__(id=id, function_version=function_version)
+        super().__init__(id=id, function_version=function_version)
         self.ip = None
         self.executor_endpoint = ExecutorEndpoint(self.id)
         self.container_name = self._generate_container_name()
diff --git a/localstack-core/localstack/services/lambda_/invocation/event_manager.py b/localstack-core/localstack/services/lambda_/invocation/event_manager.py
index a433460543b7b..4e1414db29c42 100644
--- a/localstack-core/localstack/services/lambda_/invocation/event_manager.py
+++ b/localstack-core/localstack/services/lambda_/invocation/event_manager.py
@@ -42,7 +42,7 @@ def get_sqs_client(function_version: FunctionVersion, client_config=None):
 # TODO: remove once DLQ handling is refactored following the removal of the legacy lambda provider
 class LegacyInvocationException(Exception):
     def __init__(self, message, log_output=None, result=None):
-        super(LegacyInvocationException, self).__init__(message)
+        super().__init__(message)
         self.log_output = log_output
         self.result = result
 
diff --git a/localstack-core/localstack/services/lambda_/provider_utils.py b/localstack-core/localstack/services/lambda_/provider_utils.py
index 4c0c4e7e1bc8b..4e6e8778e645f 100644
--- a/localstack-core/localstack/services/lambda_/provider_utils.py
+++ b/localstack-core/localstack/services/lambda_/provider_utils.py
@@ -74,7 +74,7 @@ class LambdaLayerVersionIdentifier(ResourceIdentifier):
     resource = "layer-version"
 
     def __init__(self, account_id: str, region: str, layer_name: str):
-        super(LambdaLayerVersionIdentifier, self).__init__(account_id, region, layer_name)
+        super().__init__(account_id, region, layer_name)
 
     def generate(
         self, existing_ids: ExistingIds = None, tags: Tags = None, next_version: int = None
diff --git a/localstack-core/localstack/services/sqs/models.py b/localstack-core/localstack/services/sqs/models.py
index 60387b908eb25..a9357b75d1249 100644
--- a/localstack-core/localstack/services/sqs/models.py
+++ b/localstack-core/localstack/services/sqs/models.py
@@ -1008,7 +1008,7 @@ def default_attributes(self) -> QueueAttributeMap:
         }
 
     def update_delay_seconds(self, value: int):
-        super(FifoQueue, self).update_delay_seconds(value)
+        super().update_delay_seconds(value)
         for message in self.delayed:
             message.delay_seconds = value
 
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/intrinsic/member.py b/localstack-core/localstack/services/stepfunctions/asl/component/intrinsic/member.py
index 2e66657a2b59f..d5d8c2f3062f1 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/intrinsic/member.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/intrinsic/member.py
@@ -13,4 +13,4 @@ def __init__(self, identifier: str):
 
 class DollarMember(IdentifiedMember):
     def __init__(self):
-        super(DollarMember, self).__init__(identifier="$")
+        super().__init__(identifier="$")
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_choice/comparison/comparison.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_choice/comparison/comparison.py
index d70065dc56a92..ed7190548ecf7 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_choice/comparison/comparison.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_choice/comparison/comparison.py
@@ -72,7 +72,7 @@ class ComparisonCompositeSingle(ComparisonComposite, abc.ABC):
     rule: Final[ChoiceRule]
 
     def __init__(self, operator: ComparisonComposite.ChoiceOp, rule: ChoiceRule):
-        super(ComparisonCompositeSingle, self).__init__(operator=operator)
+        super().__init__(operator=operator)
         self.rule = rule
 
 
@@ -80,15 +80,13 @@ class ComparisonCompositeMulti(ComparisonComposite, abc.ABC):
     rules: Final[list[ChoiceRule]]
 
     def __init__(self, operator: ComparisonComposite.ChoiceOp, rules: list[ChoiceRule]):
-        super(ComparisonCompositeMulti, self).__init__(operator=operator)
+        super().__init__(operator=operator)
         self.rules = rules
 
 
 class ComparisonCompositeNot(ComparisonCompositeSingle):
     def __init__(self, rule: ChoiceRule):
-        super(ComparisonCompositeNot, self).__init__(
-            operator=ComparisonComposite.ChoiceOp.Not, rule=rule
-        )
+        super().__init__(operator=ComparisonComposite.ChoiceOp.Not, rule=rule)
 
     def _eval_body(self, env: Environment) -> None:
         self.rule.eval(env)
@@ -99,9 +97,7 @@ def _eval_body(self, env: Environment) -> None:
 
 class ComparisonCompositeAnd(ComparisonCompositeMulti):
     def __init__(self, rules: list[ChoiceRule]):
-        super(ComparisonCompositeAnd, self).__init__(
-            operator=ComparisonComposite.ChoiceOp.And, rules=rules
-        )
+        super().__init__(operator=ComparisonComposite.ChoiceOp.And, rules=rules)
 
     def _eval_body(self, env: Environment) -> None:
         res = True
@@ -116,9 +112,7 @@ def _eval_body(self, env: Environment) -> None:
 
 class ComparisonCompositeOr(ComparisonCompositeMulti):
     def __init__(self, rules: list[ChoiceRule]):
-        super(ComparisonCompositeOr, self).__init__(
-            operator=ComparisonComposite.ChoiceOp.Or, rules=rules
-        )
+        super().__init__(operator=ComparisonComposite.ChoiceOp.Or, rules=rules)
 
     def _eval_body(self, env: Environment) -> None:
         res = False
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_choice/state_choice.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_choice/state_choice.py
index 3e6bcc9e92daa..a0e84ef6f170b 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_choice/state_choice.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_choice/state_choice.py
@@ -17,7 +17,7 @@ class StateChoice(CommonStateField):
     default_state: DefaultDecl | None
 
     def __init__(self):
-        super(StateChoice, self).__init__(
+        super().__init__(
             state_entered_event_type=HistoryEventType.ChoiceStateEntered,
             state_exited_event_type=HistoryEventType.ChoiceStateExited,
         )
@@ -25,7 +25,7 @@ def __init__(self):
         self._next_state_name = None
 
     def from_state_props(self, state_props: StateProps) -> None:
-        super(StateChoice, self).from_state_props(state_props)
+        super().from_state_props(state_props)
         self.choices_decl = state_props.get(ChoicesDecl)
         self.default_state = state_props.get(DefaultDecl)
 
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/state_map.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/state_map.py
index 024df1641b264..a49beeac19c1a 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/state_map.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/state_map.py
@@ -115,13 +115,13 @@ class StateMap(ExecutionState):
     result_writer: ResultWriter | None
 
     def __init__(self):
-        super(StateMap, self).__init__(
+        super().__init__(
             state_entered_event_type=HistoryEventType.MapStateEntered,
             state_exited_event_type=HistoryEventType.MapStateExited,
         )
 
     def from_state_props(self, state_props: StateProps) -> None:
-        super(StateMap, self).from_state_props(state_props)
+        super().from_state_props(state_props)
         if self._is_language_query_jsonpath():
             self.items = None
             self.items_path = state_props.get(ItemsPath) or ItemsPath(
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_parallel/state_parallel.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_parallel/state_parallel.py
index 3a84f1bfc74d8..a10a3f8358fd3 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_parallel/state_parallel.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_parallel/state_parallel.py
@@ -33,7 +33,7 @@ def __init__(self):
         )
 
     def from_state_props(self, state_props: StateProps) -> None:
-        super(StateParallel, self).from_state_props(state_props)
+        super().from_state_props(state_props)
         self.branches = state_props.get(
             typ=BranchesDecl,
             raise_on_missing=ValueError(f"Missing Branches definition in props '{state_props}'."),
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/state_task.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/state_task.py
index e2645f2492147..9a6ab7afb792f 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/state_task.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/state_task.py
@@ -35,13 +35,13 @@ class StateTask(ExecutionState, abc.ABC):
     credentials: Credentials | None
 
     def __init__(self):
-        super(StateTask, self).__init__(
+        super().__init__(
             state_entered_event_type=HistoryEventType.TaskStateEntered,
             state_exited_event_type=HistoryEventType.TaskStateExited,
         )
 
     def from_state_props(self, state_props: StateProps) -> None:
-        super(StateTask, self).from_state_props(state_props)
+        super().from_state_props(state_props)
         self.resource = state_props.get(Resource)
         self.parargs = state_props.get(Parargs)
         self.credentials = state_props.get(Credentials)
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_fail/state_fail.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_fail/state_fail.py
index a364ad306b395..c351ac4155585 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_fail/state_fail.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_fail/state_fail.py
@@ -24,7 +24,7 @@ def __init__(self):
         self.error: ErrorDecl | None = None
 
     def from_state_props(self, state_props: StateProps) -> None:
-        super(StateFail, self).from_state_props(state_props)
+        super().from_state_props(state_props)
         self.cause = state_props.get(CauseDecl)
         self.error = state_props.get(ErrorDecl)
 
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_pass/state_pass.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_pass/state_pass.py
index b73819a060e05..7a5b4a8e227fc 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_pass/state_pass.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_pass/state_pass.py
@@ -11,7 +11,7 @@
 
 class StatePass(CommonStateField):
     def __init__(self):
-        super(StatePass, self).__init__(
+        super().__init__(
             state_entered_event_type=HistoryEventType.PassStateEntered,
             state_exited_event_type=HistoryEventType.PassStateExited,
         )
@@ -32,7 +32,7 @@ def __init__(self):
         self.parameters: Parameters | None = None
 
     def from_state_props(self, state_props: StateProps) -> None:
-        super(StatePass, self).from_state_props(state_props)
+        super().from_state_props(state_props)
         self.result = state_props.get(Result)
         self.result_path = state_props.get(ResultPath) or ResultPath(
             result_path_src=ResultPath.DEFAULT_PATH
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_succeed/state_succeed.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_succeed/state_succeed.py
index f6423e3e221d9..1c485c22982d1 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_succeed/state_succeed.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_succeed/state_succeed.py
@@ -17,7 +17,7 @@ def __init__(self):
         )
 
     def from_state_props(self, state_props: StateProps) -> None:
-        super(StateSucceed, self).from_state_props(state_props)
+        super().from_state_props(state_props)
         # TODO: assert all other fields are undefined?
 
         # No Next or End field: Succeed states are terminal states.
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_wait/state_wait.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_wait/state_wait.py
index 958377cbcc7e8..6abbc474c723e 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_wait/state_wait.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_wait/state_wait.py
@@ -19,7 +19,7 @@ def __init__(self):
         )
 
     def from_state_props(self, state_props: StateProps) -> None:
-        super(StateWait, self).from_state_props(state_props)
+        super().from_state_props(state_props)
         self.wait_function = state_props.get(
             typ=WaitFunction,
             raise_on_missing=ValueError(f"Undefined WaitFunction for StateWait: '{self}'."),
diff --git a/localstack-core/localstack/services/stepfunctions/asl/eval/environment.py b/localstack-core/localstack/services/stepfunctions/asl/eval/environment.py
index 958a83641dc02..b62dacbc055cf 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/eval/environment.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/eval/environment.py
@@ -73,7 +73,7 @@ def __init__(
         variable_store: VariableStore | None = None,
         mock_test_case: MockTestCase | None = None,
     ):
-        super(Environment, self).__init__()
+        super().__init__()
         self._state_mutex = threading.RLock()
         self._program_state = None
         self.program_state_event = threading.Event()
diff --git a/localstack-core/localstack/utils/analytics/metrics/counter.py b/localstack-core/localstack/utils/analytics/metrics/counter.py
index 1a56c1025165a..04f4d87acd482 100644
--- a/localstack-core/localstack/utils/analytics/metrics/counter.py
+++ b/localstack-core/localstack/utils/analytics/metrics/counter.py
@@ -66,7 +66,7 @@ class ThreadSafeCounter:
     _count: int
 
     def __init__(self):
-        super(ThreadSafeCounter, self).__init__()
+        super().__init__()
         self._mutex = threading.Lock()
         self._count = 0
 
@@ -146,9 +146,7 @@ class LabeledCounter(Metric):
     ]
 
     def __init__(self, namespace: str, name: str, labels: list[str], schema_version: int = 1):
-        super(LabeledCounter, self).__init__(
-            namespace=namespace, name=name, schema_version=schema_version
-        )
+        super().__init__(namespace=namespace, name=name, schema_version=schema_version)
 
         if not labels:
             raise ValueError("At least one label is required; the labels list cannot be empty.")
diff --git a/localstack-core/localstack/utils/asyncio.py b/localstack-core/localstack/utils/asyncio.py
index 745dab6abae4d..fd66c1492999f 100644
--- a/localstack-core/localstack/utils/asyncio.py
+++ b/localstack-core/localstack/utils/asyncio.py
@@ -40,12 +40,12 @@ class AdaptiveThreadPool(DaemonAwareThreadPool):
 
     def __init__(self, core_size=None):
         self.core_size = core_size or self.DEFAULT_CORE_POOL_SIZE
-        super(AdaptiveThreadPool, self).__init__(max_workers=self.core_size)
+        super().__init__(max_workers=self.core_size)
 
     def submit(self, fn, *args, **kwargs):
         # if idle threads are available, don't spin new threads
         if self.has_idle_threads():
-            return super(AdaptiveThreadPool, self).submit(fn, *args, **kwargs)
+            return super().submit(fn, *args, **kwargs)
 
         def _run(*tmpargs):
             return fn(*args, **kwargs)
diff --git a/localstack-core/localstack/utils/json.py b/localstack-core/localstack/utils/json.py
index 5a51c8f2f0734..ab0bcab6364d9 100644
--- a/localstack-core/localstack/utils/json.py
+++ b/localstack-core/localstack/utils/json.py
@@ -42,7 +42,7 @@ def default(self, o):
         try:
             if isinstance(o, bytes):
                 return to_str(o)
-            return super(CustomEncoder, self).default(o)
+            return super().default(o)
         except Exception:
             return None
 
diff --git a/pyproject.toml b/pyproject.toml
index 39770880c5dd1..1ada53d7517b2 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -217,10 +217,8 @@ ignore = [
     "E501", # E501 Line too long - handled by black, see https://docs.astral.sh/ruff/faq/#is-ruff-compatible-with-black
     "T201", # TODO `print` found
     "T203", # TODO `pprint` found
-    "UP008",# TODO Use `super()` instead of `super(__class__, self)`
     "UP028",# TODO Replace `yield` over `for` loop with `yield from`
     "UP031",# TODO Use format specifiers instead of percent format
-    "UP036",# TODO Version block is outdated for minimum Python version
     "UP038",# TODO Use `X | Y` in `isinstance` call instead of `(X, Y)`
 ]
 select = ["B", "C", "E", "F", "I", "W", "T", "B9", "G", "UP"]
diff --git a/tests/unit/aws/protocol/test_serializer.py b/tests/unit/aws/protocol/test_serializer.py
index 8d8dbb5b1dd57..79a47f43c2ad1 100644
--- a/tests/unit/aws/protocol/test_serializer.py
+++ b/tests/unit/aws/protocol/test_serializer.py
@@ -1662,7 +1662,7 @@ def __eq__(self, other):
         if isinstance(other, ResponseStream):
             return other.response.data == self.read()
 
-        return super(ComparableBytesIO, self).__eq__(other)
+        return super().__eq__(other)
 
 
 class ComparableBytesList(list):
@@ -1674,7 +1674,7 @@ def __eq__(self, other):
         if isinstance(other, str):
             return b"".join(self) == other.encode("utf-8")
 
-        return super(ComparableBytesList, self).__eq__(other)
+        return super().__eq__(other)
 
 
 class ComparableBytesIterator(Iterator[bytes]):
@@ -1695,7 +1695,7 @@ def __eq__(self, other):
         if isinstance(other, ResponseStream):
             return other.response.data == self.value
 
-        return super(ComparableBytesIterator, self).__eq__(other)
+        return super().__eq__(other)
 
 
 @pytest.mark.parametrize(
diff --git a/tests/unit/logging_/test_format.py b/tests/unit/logging_/test_format.py
index fc4ab72adc2c0..77aa301398043 100644
--- a/tests/unit/logging_/test_format.py
+++ b/tests/unit/logging_/test_format.py
@@ -37,7 +37,7 @@ class CustomMaskSensitiveInputFilter(MaskSensitiveInputFilter):
     sensitive_keys = ["sensitive_key"]
 
     def __init__(self):
-        super(CustomMaskSensitiveInputFilter, self).__init__(self.sensitive_keys)
+        super().__init__(self.sensitive_keys)
 
 
 @pytest.fixture

From 0412d0f8036208bec263068531cd2bc38899dbba Mon Sep 17 00:00:00 2001
From: Giovanni Grano <me@giograno.com>
Date: Tue, 26 Aug 2025 08:12:17 +0200
Subject: [PATCH 143/697] Ruff linter: enable rule UP028 (#13048)

---
 localstack-core/localstack/services/sqs/provider.py | 3 +--
 pyproject.toml                                      | 1 -
 tests/integration/aws/test_app.py                   | 6 ++----
 tests/unit/http_/test_asgi.py                       | 3 +--
 tests/unit/http_/test_hypercorn.py                  | 6 ++----
 tests/unit/state/test_pickle.py                     | 3 +--
 6 files changed, 7 insertions(+), 15 deletions(-)

diff --git a/localstack-core/localstack/services/sqs/provider.py b/localstack-core/localstack/services/sqs/provider.py
index 2a8f8f8029053..f7de00be89e4a 100644
--- a/localstack-core/localstack/services/sqs/provider.py
+++ b/localstack-core/localstack/services/sqs/provider.py
@@ -397,8 +397,7 @@ def __init__(self) -> None:
 
     def iter_queues(self) -> Iterable[SqsQueue]:
         for account_id, region, store in sqs_stores.iter_stores():
-            for queue in store.queues.values():
-                yield queue
+            yield from store.queues.values()
 
     def do_update_all_queues(self):
         for queue in self.iter_queues():
diff --git a/pyproject.toml b/pyproject.toml
index 1ada53d7517b2..1f36f6701f6ab 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -217,7 +217,6 @@ ignore = [
     "E501", # E501 Line too long - handled by black, see https://docs.astral.sh/ruff/faq/#is-ruff-compatible-with-black
     "T201", # TODO `print` found
     "T203", # TODO `pprint` found
-    "UP028",# TODO Replace `yield` over `for` loop with `yield from`
     "UP031",# TODO Use format specifiers instead of percent format
     "UP038",# TODO Use `X | Y` in `isinstance` call instead of `(X, Y)`
 ]
diff --git a/tests/integration/aws/test_app.py b/tests/integration/aws/test_app.py
index 59341e5e9c5a5..2aa77351795d0 100644
--- a/tests/integration/aws/test_app.py
+++ b/tests/integration/aws/test_app.py
@@ -105,8 +105,7 @@ def test_chunked_response_streaming(self, cleanups):
         chunks = [bytes(f"{n:2}", "utf-8") for n in range(0, 100)]
 
         def chunk_generator():
-            for chunk in chunks:
-                yield chunk
+            yield from chunks
 
         def stream_response_handler(_request) -> Response:
             return Response(response=chunk_generator())
@@ -133,8 +132,7 @@ def handler(request: Request) -> Response:
         cleanups.append(lambda: ROUTER.remove(rule))
 
         def chunk_generator():
-            for chunk in chunks:
-                yield chunk
+            yield from chunks
 
         response = requests.post(
             config.internal_service_url() + "/_test/test_chunked_request", data=chunk_generator()
diff --git a/tests/unit/http_/test_asgi.py b/tests/unit/http_/test_asgi.py
index 663508e4e1f92..85ce71dc837f2 100644
--- a/tests/unit/http_/test_asgi.py
+++ b/tests/unit/http_/test_asgi.py
@@ -175,8 +175,7 @@ def __init__(self, data: list[bytes]):
             self.closed = False
 
         def __iter__(self):
-            for packet in self.data:
-                yield packet
+            yield from self.data
 
         def close(self):
             # should be called through the werkzeug layers
diff --git a/tests/unit/http_/test_hypercorn.py b/tests/unit/http_/test_hypercorn.py
index 5eee76bf5888d..f2b2aec01ac56 100644
--- a/tests/unit/http_/test_hypercorn.py
+++ b/tests/unit/http_/test_hypercorn.py
@@ -107,8 +107,7 @@ def handler(request: WerkzeugRequest) -> Response:
     proxy_server = ProxyServer(httpserver.url_for("/"), gateway_listen, use_ssl=True)
 
     def chunk_generator():
-        for chunk in chunks:
-            yield chunk
+        yield from chunks
 
     with server_context(proxy_server):
         response = requests.get(
@@ -121,8 +120,7 @@ def test_proxy_server_with_streamed_response(httpserver):
     chunks = [bytes(f"{n:2}", "utf-8") for n in range(0, 100)]
 
     def chunk_generator():
-        for chunk in chunks:
-            yield chunk
+        yield from chunks
 
     def stream_response_handler(_: WerkzeugRequest) -> Response:
         return Response(response=chunk_generator())
diff --git a/tests/unit/state/test_pickle.py b/tests/unit/state/test_pickle.py
index 2ef2eaa424ccf..fa16e100a4730 100644
--- a/tests/unit/state/test_pickle.py
+++ b/tests/unit/state/test_pickle.py
@@ -26,8 +26,7 @@ def __init__(self, n: int):
         self.gen = self._count()
 
     def _count(self):
-        for i in range(self.n):
-            yield i
+        yield from range(self.n)
 
 
 class SubclassWithGenerator(ClassWithGenerator):

From 176c5d53d924d66ed270b5996bdb9479ae42aa0a Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Tue, 26 Aug 2025 09:30:41 +0200
Subject: [PATCH 144/697] Upgrade pinned Python dependencies (#13057)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
---
 .pre-commit-config.yaml       |  2 +-
 requirements-base-runtime.txt |  8 ++--
 requirements-basic.txt        |  2 +-
 requirements-dev.txt          | 20 +++++-----
 requirements-runtime.txt      | 12 +++---
 requirements-test.txt         | 18 ++++-----
 requirements-typehint.txt     | 72 +++++++++++++++++------------------
 7 files changed, 67 insertions(+), 67 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 80ff1d579e15c..61a44be5848e0 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -3,7 +3,7 @@
 repos:
   - repo: https://github.com/astral-sh/ruff-pre-commit
     # Ruff version.
-    rev: v0.12.9
+    rev: v0.12.10
     hooks:
       - id: ruff
         args: [--fix, --exit-non-zero-on-fix]
diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index 6c5536192d643..bab3ce28e7fad 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -20,7 +20,7 @@ botocore==1.40.16
     #   s3transfer
 build==1.3.0
     # via localstack-core (pyproject.toml)
-cachetools==6.1.0
+cachetools==6.2.0
     # via localstack-core (pyproject.toml)
 cbor2==5.7.0
     # via localstack-core (pyproject.toml)
@@ -50,7 +50,7 @@ h11==0.16.0
     # via
     #   hypercorn
     #   wsproto
-h2==4.2.0
+h2==4.3.0
     # via
     #   hypercorn
     #   localstack-twisted
@@ -94,7 +94,7 @@ jsonschema-specifications==2025.4.1
     # via
     #   jsonschema
     #   openapi-schema-validator
-lazy-object-proxy==1.11.0
+lazy-object-proxy==1.12.0
     # via openapi-spec-validator
 localstack-twisted==24.3.0
     # via localstack-core (pyproject.toml)
@@ -182,7 +182,7 @@ six==1.17.0
     #   rfc3339-validator
 tailer==0.4.1
     # via localstack-core (pyproject.toml)
-typing-extensions==4.14.1
+typing-extensions==4.15.0
     # via
     #   localstack-twisted
     #   pyopenssl
diff --git a/requirements-basic.txt b/requirements-basic.txt
index e5ca2e0f27c7d..42b9935f49e75 100644
--- a/requirements-basic.txt
+++ b/requirements-basic.txt
@@ -6,7 +6,7 @@
 #
 build==1.3.0
     # via localstack-core (pyproject.toml)
-cachetools==6.1.0
+cachetools==6.2.0
     # via localstack-core (pyproject.toml)
 certifi==2025.8.3
     # via requests
diff --git a/requirements-dev.txt b/requirements-dev.txt
index d0c7485c0e8da..372c4e81464a2 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -29,9 +29,9 @@ aws-cdk-asset-awscli-v1==2.2.242
     # via aws-cdk-lib
 aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
-aws-cdk-cloud-assembly-schema==48.4.0
+aws-cdk-cloud-assembly-schema==48.5.0
     # via aws-cdk-lib
-aws-cdk-lib==2.211.0
+aws-cdk-lib==2.212.0
     # via localstack-core
 aws-sam-translator==1.99.0
     # via
@@ -61,7 +61,7 @@ build==1.3.0
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
-cachetools==6.1.0
+cachetools==6.2.0
     # via
     #   airspeed-ext
     #   localstack-core
@@ -94,7 +94,7 @@ constantly==23.10.4
     # via localstack-twisted
 constructs==10.4.2
     # via aws-cdk-lib
-coverage==7.10.4
+coverage==7.10.5
     # via
     #   coveralls
     #   localstack-core
@@ -151,7 +151,7 @@ h11==0.16.0
     #   httpcore
     #   hypercorn
     #   wsproto
-h2==4.2.0
+h2==4.3.0
     # via
     #   httpx
     #   hypercorn
@@ -191,7 +191,7 @@ jmespath==1.0.1
     # via
     #   boto3
     #   botocore
-joserfc==1.2.2
+joserfc==1.3.0
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core
@@ -238,7 +238,7 @@ jsonschema-specifications==2025.4.1
     #   openapi-schema-validator
 kclpy-ext==3.0.5
     # via localstack-core
-lazy-object-proxy==1.11.0
+lazy-object-proxy==1.12.0
     # via openapi-spec-validator
 localstack-snapshot==0.3.0
     # via localstack-core
@@ -349,7 +349,7 @@ pygments==2.19.2
     # via
     #   pytest
     #   rich
-pymongo==4.14.0
+pymongo==4.14.1
     # via localstack-core
 pyopenssl==25.1.0
     # via
@@ -437,7 +437,7 @@ rsa==4.7.2
     # via awscli
 rstr==3.2.2
     # via localstack-core (pyproject.toml)
-ruff==0.12.9
+ruff==0.12.10
     # via localstack-core (pyproject.toml)
 s3transfer==0.13.1
     # via
@@ -469,7 +469,7 @@ typeguard==2.13.3
     #   aws-cdk-lib
     #   constructs
     #   jsii
-typing-extensions==4.14.1
+typing-extensions==4.15.0
     # via
     #   anyio
     #   aws-sam-translator
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index 10f07cb85cfbd..08a8e1b82181c 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -49,7 +49,7 @@ build==1.3.0
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
-cachetools==6.1.0
+cachetools==6.2.0
     # via
     #   airspeed-ext
     #   localstack-core
@@ -112,7 +112,7 @@ h11==0.16.0
     # via
     #   hypercorn
     #   wsproto
-h2==4.2.0
+h2==4.3.0
     # via
     #   hypercorn
     #   localstack-twisted
@@ -139,7 +139,7 @@ jmespath==1.0.1
     # via
     #   boto3
     #   botocore
-joserfc==1.2.2
+joserfc==1.3.0
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core (pyproject.toml)
@@ -178,7 +178,7 @@ jsonschema-specifications==2025.4.1
     #   openapi-schema-validator
 kclpy-ext==3.0.5
     # via localstack-core (pyproject.toml)
-lazy-object-proxy==1.11.0
+lazy-object-proxy==1.12.0
     # via openapi-spec-validator
 localstack-twisted==24.3.0
     # via localstack-core
@@ -249,7 +249,7 @@ pydantic-core==2.33.2
     # via pydantic
 pygments==2.19.2
     # via rich
-pymongo==4.14.0
+pymongo==4.14.1
     # via localstack-core (pyproject.toml)
 pyopenssl==25.1.0
     # via
@@ -336,7 +336,7 @@ tailer==0.4.1
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
-typing-extensions==4.14.1
+typing-extensions==4.15.0
     # via
     #   aws-sam-translator
     #   cfn-lint
diff --git a/requirements-test.txt b/requirements-test.txt
index 3418f785cfe25..99ae225f63a0f 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -29,9 +29,9 @@ aws-cdk-asset-awscli-v1==2.2.242
     # via aws-cdk-lib
 aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
-aws-cdk-cloud-assembly-schema==48.4.0
+aws-cdk-cloud-assembly-schema==48.5.0
     # via aws-cdk-lib
-aws-cdk-lib==2.211.0
+aws-cdk-lib==2.212.0
     # via localstack-core (pyproject.toml)
 aws-sam-translator==1.99.0
     # via
@@ -61,7 +61,7 @@ build==1.3.0
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
-cachetools==6.1.0
+cachetools==6.2.0
     # via
     #   airspeed-ext
     #   localstack-core
@@ -92,7 +92,7 @@ constantly==23.10.4
     # via localstack-twisted
 constructs==10.4.2
     # via aws-cdk-lib
-coverage==7.10.4
+coverage==7.10.5
     # via localstack-core (pyproject.toml)
 crontab==1.0.5
     # via localstack-core
@@ -137,7 +137,7 @@ h11==0.16.0
     #   httpcore
     #   hypercorn
     #   wsproto
-h2==4.2.0
+h2==4.3.0
     # via
     #   httpx
     #   hypercorn
@@ -175,7 +175,7 @@ jmespath==1.0.1
     # via
     #   boto3
     #   botocore
-joserfc==1.2.2
+joserfc==1.3.0
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core
@@ -222,7 +222,7 @@ jsonschema-specifications==2025.4.1
     #   openapi-schema-validator
 kclpy-ext==3.0.5
     # via localstack-core
-lazy-object-proxy==1.11.0
+lazy-object-proxy==1.12.0
     # via openapi-spec-validator
 localstack-snapshot==0.3.0
     # via localstack-core (pyproject.toml)
@@ -313,7 +313,7 @@ pygments==2.19.2
     # via
     #   pytest
     #   rich
-pymongo==4.14.0
+pymongo==4.14.1
     # via localstack-core
 pyopenssl==25.1.0
     # via
@@ -425,7 +425,7 @@ typeguard==2.13.3
     #   aws-cdk-lib
     #   constructs
     #   jsii
-typing-extensions==4.14.1
+typing-extensions==4.15.0
     # via
     #   anyio
     #   aws-sam-translator
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index 6e447a775c35e..7fd470a7b695d 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -29,9 +29,9 @@ aws-cdk-asset-awscli-v1==2.2.242
     # via aws-cdk-lib
 aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
-aws-cdk-cloud-assembly-schema==48.4.0
+aws-cdk-cloud-assembly-schema==48.5.0
     # via aws-cdk-lib
-aws-cdk-lib==2.211.0
+aws-cdk-lib==2.212.0
     # via localstack-core
 aws-sam-translator==1.99.0
     # via
@@ -49,7 +49,7 @@ boto3==1.40.16
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-boto3-stubs==1.40.12
+boto3-stubs==1.40.17
     # via localstack-core (pyproject.toml)
 botocore==1.40.16
     # via
@@ -65,7 +65,7 @@ build==1.3.0
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
-cachetools==6.1.0
+cachetools==6.2.0
     # via
     #   airspeed-ext
     #   localstack-core
@@ -98,7 +98,7 @@ constantly==23.10.4
     # via localstack-twisted
 constructs==10.4.2
     # via aws-cdk-lib
-coverage==7.10.4
+coverage==7.10.5
     # via
     #   coveralls
     #   localstack-core
@@ -155,7 +155,7 @@ h11==0.16.0
     #   httpcore
     #   hypercorn
     #   wsproto
-h2==4.2.0
+h2==4.3.0
     # via
     #   httpx
     #   hypercorn
@@ -195,7 +195,7 @@ jmespath==1.0.1
     # via
     #   boto3
     #   botocore
-joserfc==1.2.2
+joserfc==1.3.0
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core
@@ -242,7 +242,7 @@ jsonschema-specifications==2025.4.1
     #   openapi-schema-validator
 kclpy-ext==3.0.5
     # via localstack-core
-lazy-object-proxy==1.11.0
+lazy-object-proxy==1.12.0
     # via openapi-spec-validator
 localstack-snapshot==0.3.0
     # via localstack-core
@@ -316,31 +316,31 @@ mypy-boto3-codepipeline==1.40.0
     # via boto3-stubs
 mypy-boto3-codestar-connections==1.40.0
     # via boto3-stubs
-mypy-boto3-cognito-identity==1.40.0
+mypy-boto3-cognito-identity==1.40.15
     # via boto3-stubs
-mypy-boto3-cognito-idp==1.40.7
+mypy-boto3-cognito-idp==1.40.14
     # via boto3-stubs
 mypy-boto3-dms==1.40.0
     # via boto3-stubs
-mypy-boto3-docdb==1.40.0
+mypy-boto3-docdb==1.40.16
     # via boto3-stubs
-mypy-boto3-dynamodb==1.40.10
+mypy-boto3-dynamodb==1.40.14
     # via boto3-stubs
 mypy-boto3-dynamodbstreams==1.40.0
     # via boto3-stubs
-mypy-boto3-ec2==1.40.10
+mypy-boto3-ec2==1.40.17
     # via boto3-stubs
 mypy-boto3-ecr==1.40.0
     # via boto3-stubs
-mypy-boto3-ecs==1.40.0
+mypy-boto3-ecs==1.40.15
     # via boto3-stubs
 mypy-boto3-efs==1.40.0
     # via boto3-stubs
-mypy-boto3-eks==1.40.3
+mypy-boto3-eks==1.40.14
     # via boto3-stubs
 mypy-boto3-elasticache==1.40.0
     # via boto3-stubs
-mypy-boto3-elasticbeanstalk==1.40.0
+mypy-boto3-elasticbeanstalk==1.40.15
     # via boto3-stubs
 mypy-boto3-elbv2==1.40.0
     # via boto3-stubs
@@ -348,7 +348,7 @@ mypy-boto3-emr==1.40.0
     # via boto3-stubs
 mypy-boto3-emr-serverless==1.40.0
     # via boto3-stubs
-mypy-boto3-es==1.40.0
+mypy-boto3-es==1.40.15
     # via boto3-stubs
 mypy-boto3-events==1.40.0
     # via boto3-stubs
@@ -358,7 +358,7 @@ mypy-boto3-fis==1.40.0
     # via boto3-stubs
 mypy-boto3-glacier==1.40.0
     # via boto3-stubs
-mypy-boto3-glue==1.40.11
+mypy-boto3-glue==1.40.15
     # via boto3-stubs
 mypy-boto3-iam==1.40.0
     # via boto3-stubs
@@ -368,7 +368,7 @@ mypy-boto3-iot==1.40.0
     # via boto3-stubs
 mypy-boto3-iot-data==1.40.6
     # via boto3-stubs
-mypy-boto3-iotanalytics==1.40.0
+mypy-boto3-iotanalytics==1.40.16
     # via boto3-stubs
 mypy-boto3-iotwireless==1.40.0
     # via boto3-stubs
@@ -376,9 +376,9 @@ mypy-boto3-kafka==1.40.0
     # via boto3-stubs
 mypy-boto3-kinesis==1.40.0
     # via boto3-stubs
-mypy-boto3-kinesisanalytics==1.40.0
+mypy-boto3-kinesisanalytics==1.40.17
     # via boto3-stubs
-mypy-boto3-kinesisanalyticsv2==1.40.0
+mypy-boto3-kinesisanalyticsv2==1.40.14
     # via boto3-stubs
 mypy-boto3-kms==1.40.0
     # via boto3-stubs
@@ -388,11 +388,11 @@ mypy-boto3-lambda==1.40.7
     # via boto3-stubs
 mypy-boto3-logs==1.40.0
     # via boto3-stubs
-mypy-boto3-managedblockchain==1.40.0
+mypy-boto3-managedblockchain==1.40.15
     # via boto3-stubs
-mypy-boto3-mediaconvert==1.40.0
+mypy-boto3-mediaconvert==1.40.17
     # via boto3-stubs
-mypy-boto3-mediastore==1.40.0
+mypy-boto3-mediastore==1.40.17
     # via boto3-stubs
 mypy-boto3-mq==1.40.0
     # via boto3-stubs
@@ -410,11 +410,11 @@ mypy-boto3-pinpoint==1.40.0
     # via boto3-stubs
 mypy-boto3-pipes==1.40.0
     # via boto3-stubs
-mypy-boto3-qldb==1.40.0
+mypy-boto3-qldb==1.40.16
     # via boto3-stubs
 mypy-boto3-qldb-session==1.40.0
     # via boto3-stubs
-mypy-boto3-rds==1.40.3
+mypy-boto3-rds==1.40.16
     # via boto3-stubs
 mypy-boto3-rds-data==1.40.0
     # via boto3-stubs
@@ -422,9 +422,9 @@ mypy-boto3-redshift==1.40.0
     # via boto3-stubs
 mypy-boto3-redshift-data==1.40.0
     # via boto3-stubs
-mypy-boto3-resource-groups==1.40.0
+mypy-boto3-resource-groups==1.40.15
     # via boto3-stubs
-mypy-boto3-resourcegroupstaggingapi==1.40.0
+mypy-boto3-resourcegroupstaggingapi==1.40.17
     # via boto3-stubs
 mypy-boto3-route53==1.40.0
     # via boto3-stubs
@@ -434,13 +434,13 @@ mypy-boto3-s3==1.40.0
     # via boto3-stubs
 mypy-boto3-s3control==1.40.12
     # via boto3-stubs
-mypy-boto3-sagemaker==1.40.12
+mypy-boto3-sagemaker==1.40.16
     # via boto3-stubs
-mypy-boto3-sagemaker-runtime==1.40.0
+mypy-boto3-sagemaker-runtime==1.40.17
     # via boto3-stubs
 mypy-boto3-secretsmanager==1.40.0
     # via boto3-stubs
-mypy-boto3-serverlessrepo==1.40.0
+mypy-boto3-serverlessrepo==1.40.17
     # via boto3-stubs
 mypy-boto3-servicediscovery==1.40.10
     # via boto3-stubs
@@ -450,7 +450,7 @@ mypy-boto3-sesv2==1.40.0
     # via boto3-stubs
 mypy-boto3-sns==1.40.1
     # via boto3-stubs
-mypy-boto3-sqs==1.40.0
+mypy-boto3-sqs==1.40.17
     # via boto3-stubs
 mypy-boto3-ssm==1.40.0
     # via boto3-stubs
@@ -468,7 +468,7 @@ mypy-boto3-transcribe==1.40.8
     # via boto3-stubs
 mypy-boto3-verifiedpermissions==1.40.0
     # via boto3-stubs
-mypy-boto3-wafv2==1.40.0
+mypy-boto3-wafv2==1.40.16
     # via boto3-stubs
 mypy-boto3-xray==1.40.0
     # via boto3-stubs
@@ -559,7 +559,7 @@ pygments==2.19.2
     # via
     #   pytest
     #   rich
-pymongo==4.14.0
+pymongo==4.14.1
     # via localstack-core
 pyopenssl==25.1.0
     # via
@@ -647,7 +647,7 @@ rsa==4.7.2
     # via awscli
 rstr==3.2.2
     # via localstack-core
-ruff==0.12.9
+ruff==0.12.10
     # via localstack-core
 s3transfer==0.13.1
     # via
@@ -683,7 +683,7 @@ types-awscrt==0.27.6
     # via botocore-stubs
 types-s3transfer==0.13.0
     # via boto3-stubs
-typing-extensions==4.14.1
+typing-extensions==4.15.0
     # via
     #   anyio
     #   aws-sam-translator

From 49c0c396cf008c1ebef0489668b3e238445df575 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 26 Aug 2025 09:39:03 +0200
Subject: [PATCH 145/697] Bump python from `0ce7774` to `838ff46` in the
 docker-base-images group (#13056)

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 Dockerfile    | 2 +-
 Dockerfile.s3 | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/Dockerfile b/Dockerfile
index b178f39493e07..00741b261a324 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,7 +1,7 @@
 #
 # base: Stage which installs necessary runtime dependencies (OS packages, etc.)
 #
-FROM python:3.11.13-slim-bookworm@sha256:0ce77749ac83174a31d5e107ce0cfa6b28a2fd6b0615e029d9d84b39c48976ee AS base
+FROM python:3.11.13-slim-bookworm@sha256:838ff46ae6c481e85e369706fa3dea5166953824124735639f3c9f52af85f319 AS base
 ARG TARGETARCH
 
 # Install runtime OS package dependencies
diff --git a/Dockerfile.s3 b/Dockerfile.s3
index a65f97110003d..afbeeece2470f 100644
--- a/Dockerfile.s3
+++ b/Dockerfile.s3
@@ -1,5 +1,5 @@
 # base: Stage which installs necessary runtime dependencies (OS packages, filesystem...)
-FROM python:3.11.13-slim-bookworm@sha256:0ce77749ac83174a31d5e107ce0cfa6b28a2fd6b0615e029d9d84b39c48976ee AS base
+FROM python:3.11.13-slim-bookworm@sha256:838ff46ae6c481e85e369706fa3dea5166953824124735639f3c9f52af85f319 AS base
 ARG TARGETARCH
 
 # set workdir

From 0d357827b9cad012dd6a3661222b321404a42c51 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 26 Aug 2025 09:44:20 +0200
Subject: [PATCH 146/697] Bump actions/setup-java from 4 to 5 in the
 github-actions group (#13055)

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 .github/workflows/tests-pro-integration.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/tests-pro-integration.yml b/.github/workflows/tests-pro-integration.yml
index 8dd7ab9d74fed..7b0ee0e2f11bb 100644
--- a/.github/workflows/tests-pro-integration.yml
+++ b/.github/workflows/tests-pro-integration.yml
@@ -217,7 +217,7 @@ jobs:
           node-version: 18.x
 
       - name: Set up JDK 11
-        uses: actions/setup-java@v4
+        uses: actions/setup-java@v5
         with:
           java-version: '11'
           distribution: 'temurin'

From 5c5ba2a38c79a679074836f5c1c09d75eb128b79 Mon Sep 17 00:00:00 2001
From: Alex Rashed <2796604+alexrashed@users.noreply.github.com>
Date: Tue, 26 Aug 2025 17:29:12 +0200
Subject: [PATCH 147/697] fix cloudwatch v1 serialization after moto upgrade
 (#13058)

---
 .github/workflows/aws-tests.yml               |  9 ++++----
 .../services/cloudwatch/provider.py           | 21 ++++++++++++-------
 2 files changed, 18 insertions(+), 12 deletions(-)

diff --git a/.github/workflows/aws-tests.yml b/.github/workflows/aws-tests.yml
index 5df4747c7a9b1..71bbe38397818 100644
--- a/.github/workflows/aws-tests.yml
+++ b/.github/workflows/aws-tests.yml
@@ -259,6 +259,7 @@ jobs:
           token: ${{ secrets.GITHUB_TOKEN }}
           filters: |
             cloudwatch-v1:
+               - 'localstack-core/localstack/services/cloudwatch/**'
                - 'tests/aws/services/cloudwatch/**'
             dynamodb-v2:
                - 'tests/aws/services/dynamodb/**'
@@ -647,7 +648,7 @@ jobs:
 
   test-cloudwatch-v1:
     name: Test CloudWatch V1
-    if: ${{ !inputs.onlyAcceptanceTests && (github.ref == 'refs/heads/main' || startsWith(github.ref, 'refs/tags/v') || needs.test-preflight.outputs.cloudwatch-v1 == 'true') }}
+    if: ${{ !inputs.onlyAcceptanceTests && (github.ref == 'refs/heads/main' || startsWith(github.ref, 'refs/tags/v') || inputs.disableTestSelection || needs.test-preflight.outputs.cloudwatch-v1 == 'true') }}
     runs-on: ubuntu-latest
     needs:
       - test-preflight
@@ -697,7 +698,7 @@ jobs:
 
   test-ddb-v2:
     name: Test DynamoDB(Streams) v2
-    if: ${{ !inputs.onlyAcceptanceTests && (github.ref == 'refs/heads/main' || startsWith(github.ref, 'refs/tags/v') || needs.test-preflight.outputs.dynamodb-v2 == 'true') }}
+    if: ${{ !inputs.onlyAcceptanceTests && (github.ref == 'refs/heads/main' || startsWith(github.ref, 'refs/tags/v') || inputs.disableTestSelection || needs.test-preflight.outputs.dynamodb-v2 == 'true') }}
     runs-on: ubuntu-latest
     needs:
       - test-preflight
@@ -746,7 +747,7 @@ jobs:
 
   test-events-v1:
     name: Test EventBridge v1
-    if: ${{ !inputs.onlyAcceptanceTests && (github.ref == 'refs/heads/main' || startsWith(github.ref, 'refs/tags/v') || needs.test-preflight.outputs.events-v1 == 'true') }}
+    if: ${{ !inputs.onlyAcceptanceTests && (github.ref == 'refs/heads/main' || startsWith(github.ref, 'refs/tags/v') || inputs.disableTestSelection || needs.test-preflight.outputs.events-v1 == 'true') }}
     runs-on: ubuntu-latest
     needs:
       - test-preflight
@@ -795,7 +796,7 @@ jobs:
 
   test-cfn-v2-engine:
     name: Test CloudFormation Engine v2
-    if: ${{ !inputs.onlyAcceptanceTests && ( github.ref == 'refs/heads/main' || startsWith(github.ref, 'refs/tags/v') || needs.test-preflight.outputs.cloudformation-v2 == 'true' )}}
+    if: ${{ !inputs.onlyAcceptanceTests && ( github.ref == 'refs/heads/main' || startsWith(github.ref, 'refs/tags/v') || inputs.disableTestSelection || needs.test-preflight.outputs.cloudformation-v2 == 'true' )}}
     runs-on: ubuntu-latest
     needs:
       - test-preflight
diff --git a/localstack-core/localstack/services/cloudwatch/provider.py b/localstack-core/localstack/services/cloudwatch/provider.py
index 4b11927c22f18..0f5d705a7b780 100644
--- a/localstack-core/localstack/services/cloudwatch/provider.py
+++ b/localstack-core/localstack/services/cloudwatch/provider.py
@@ -1,8 +1,8 @@
 import json
 import logging
 import uuid
+from datetime import datetime
 from typing import Any
-from xml.sax.saxutils import escape
 
 from moto.cloudwatch import cloudwatch_backends
 from moto.cloudwatch.models import Alarm, CloudWatchBackend, MetricDatum
@@ -128,8 +128,6 @@ def put_metric_alarm(
     rule: str | None = None,
     tags: list[dict[str, str]] | None = None,
 ) -> Alarm:
-    if description:
-        description = escape(description)
     return target(
         self,
         name,
@@ -189,12 +187,12 @@ def create_message_response_update_state_lambda(
             "state": {
                 "value": alarm.state_value,
                 "reason": alarm.state_reason,
-                "timestamp": alarm.state_updated_timestamp,
+                "timestamp": _to_iso_8601_datetime_with_nanoseconds(alarm.state_updated_timestamp),
             },
             "previousState": {
                 "value": old_state,
                 "reason": old_state_reason,
-                "timestamp": old_state_timestamp,
+                "timestamp": _to_iso_8601_datetime_with_nanoseconds(old_state_timestamp),
             },
             "configuration": {
                 "description": alarm.description or "",
@@ -204,7 +202,7 @@ def create_message_response_update_state_lambda(
                 ),  # TODO: add test with metric_data_queries
             },
         },
-        "time": alarm.state_updated_timestamp,
+        "time": _to_iso_8601_datetime_with_nanoseconds(alarm.state_updated_timestamp),
         "region": alarm.region_name,
         "source": "aws.cloudwatch",
     }
@@ -217,10 +215,12 @@ def create_message_response_update_state_sns(alarm, old_state):
         "OldStateValue": old_state,
         "AlarmName": alarm.name,
         "AlarmDescription": alarm.description or "",
-        "AlarmConfigurationUpdatedTimestamp": alarm.configuration_updated_timestamp,
+        "AlarmConfigurationUpdatedTimestamp": _to_iso_8601_datetime_with_nanoseconds(
+            alarm.configuration_updated_timestamp
+        ),
         "NewStateValue": alarm.state_value,
         "NewStateReason": alarm.state_reason,
-        "StateChangeTime": alarm.state_updated_timestamp,
+        "StateChangeTime": _to_iso_8601_datetime_with_nanoseconds(alarm.state_updated_timestamp),
         # the long-name for 'region' should be used - as we don't have it, we use the short name
         # which needs to be slightly changed to make snapshot tests work
         "Region": alarm.region_name.replace("-", " ").capitalize(),
@@ -268,6 +268,11 @@ def __init__(self, message: str):
         super().__init__("ValidationError", message, 400, True)
 
 
+def _to_iso_8601_datetime_with_nanoseconds(date: datetime | None) -> str | None:
+    if date is not None:
+        return date.strftime("%Y-%m-%dT%H:%M:%S.%f000Z")
+
+
 def _set_alarm_actions(context, alarm_names, enabled):
     backend = cloudwatch_backends[context.account_id][context.region]
     for name in alarm_names:

From f49d4183f3f8792927b9ee0871c022dce44a59c7 Mon Sep 17 00:00:00 2001
From: Seth Pyle <seth@sethpyle.com>
Date: Tue, 26 Aug 2025 17:04:09 -0500
Subject: [PATCH 148/697] increase sqs message size limit to 1MiB (#12957)

Co-authored-by: Greg Furman <gregfurman99@gmail.com>
Co-authored-by: Thomas Rausch <thomas@thrau.at>
---
 .../localstack/services/sqs/constants.py      |  2 +-
 .../localstack/services/sqs/provider.py       | 18 ++++
 tests/aws/services/sqs/test_sqs.snapshot.json | 52 +++++-----
 .../aws/services/sqs/test_sqs.validation.json | 96 ++++++++++++++++---
 4 files changed, 129 insertions(+), 39 deletions(-)

diff --git a/localstack-core/localstack/services/sqs/constants.py b/localstack-core/localstack/services/sqs/constants.py
index 4741b1f706e37..83662a9262e79 100644
--- a/localstack-core/localstack/services/sqs/constants.py
+++ b/localstack-core/localstack/services/sqs/constants.py
@@ -18,7 +18,7 @@
 RECENTLY_DELETED_TIMEOUT = 60
 
 # the default maximum message size in SQS
-DEFAULT_MAXIMUM_MESSAGE_SIZE = 262144
+DEFAULT_MAXIMUM_MESSAGE_SIZE = 1048576
 INTERNAL_QUEUE_ATTRIBUTES = [
     # these attributes cannot be changed by set_queue_attributes and should
     # therefore be ignored when comparing queue attributes for create_queue
diff --git a/localstack-core/localstack/services/sqs/provider.py b/localstack-core/localstack/services/sqs/provider.py
index f7de00be89e4a..6049e336b8bb0 100644
--- a/localstack-core/localstack/services/sqs/provider.py
+++ b/localstack-core/localstack/services/sqs/provider.py
@@ -835,6 +835,24 @@ def __init__(self) -> None:
     def get_store(account_id: str, region: str) -> SqsStore:
         return sqs_stores[account_id][region]
 
+    def on_after_init(self):
+        # this configuration increases the processing power for Query protocol requests, which are form-encoded and by
+        # default are limited to 500kb payload size by Werkzeug. we make sure we only *increase* the limit if it's
+        # already set, and if it's already set to unlimited we leave it.
+        from rolo import Request as RoloRequest
+        from werkzeug import Request as WerkzeugRequest
+
+        # needed for the webserver integration (webservers create Werkzeug request objects)
+        if WerkzeugRequest.max_form_memory_size is not None:
+            WerkzeugRequest.max_form_memory_size = max(
+                WerkzeugRequest.max_form_memory_size, sqs_constants.DEFAULT_MAXIMUM_MESSAGE_SIZE * 2
+            )
+        # needed for internal/proxy requests (which create rolo request objects)
+        if RoloRequest.max_form_memory_size is not None:
+            RoloRequest.max_form_memory_size = max(
+                RoloRequest.max_form_memory_size, sqs_constants.DEFAULT_MAXIMUM_MESSAGE_SIZE * 2
+            )
+
     def on_before_start(self):
         query_api.register(ROUTER)
         self._router_rules = ROUTER.add(SqsDeveloperEndpoints())
diff --git a/tests/aws/services/sqs/test_sqs.snapshot.json b/tests/aws/services/sqs/test_sqs.snapshot.json
index 3438df2015771..413816363848d 100644
--- a/tests/aws/services/sqs/test_sqs.snapshot.json
+++ b/tests/aws/services/sqs/test_sqs.snapshot.json
@@ -34,12 +34,12 @@
     }
   },
   "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_send_oversized_message[sqs]": {
-    "recorded-date": "30-04-2024, 13:32:59",
+    "recorded-date": "19-08-2025, 13:29:40",
     "recorded-content": {
       "send_oversized_message": {
         "Error": {
           "Code": "InvalidParameterValue",
-          "Message": "One or more parameters are invalid. Reason: Message must be shorter than 262144 bytes.",
+          "Message": "One or more parameters are invalid. Reason: Message must be shorter than 1048576 bytes.",
           "QueryErrorCode": "InvalidParameterValueException",
           "Type": "Sender"
         },
@@ -51,13 +51,13 @@
     }
   },
   "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_send_oversized_message[sqs_query]": {
-    "recorded-date": "30-04-2024, 13:33:01",
+    "recorded-date": "19-08-2025, 13:29:43",
     "recorded-content": {
       "send_oversized_message": {
         "Error": {
           "Code": "InvalidParameterValue",
           "Detail": null,
-          "Message": "One or more parameters are invalid. Reason: Message must be shorter than 262144 bytes.",
+          "Message": "One or more parameters are invalid. Reason: Message must be shorter than 1048576 bytes.",
           "Type": "Sender"
         },
         "ResponseMetadata": {
@@ -102,12 +102,12 @@
     }
   },
   "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_send_message_batch_with_oversized_contents[sqs]": {
-    "recorded-date": "30-04-2024, 13:33:06",
+    "recorded-date": "19-08-2025, 13:29:46",
     "recorded-content": {
       "send_oversized_message_batch": {
         "Error": {
           "Code": "AWS.SimpleQueueService.BatchRequestTooLong",
-          "Message": "Batch requests cannot be longer than 262144 bytes. You have sent 262145 bytes.",
+          "Message": "Batch requests cannot be longer than 1048576 bytes. You have sent 1048577 bytes.",
           "QueryErrorCode": "BatchRequestTooLong",
           "Type": "Sender"
         },
@@ -119,13 +119,13 @@
     }
   },
   "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_send_message_batch_with_oversized_contents[sqs_query]": {
-    "recorded-date": "30-04-2024, 13:33:08",
+    "recorded-date": "19-08-2025, 13:29:47",
     "recorded-content": {
       "send_oversized_message_batch": {
         "Error": {
           "Code": "AWS.SimpleQueueService.BatchRequestTooLong",
           "Detail": null,
-          "Message": "Batch requests cannot be longer than 262144 bytes. You have sent 262145 bytes.",
+          "Message": "Batch requests cannot be longer than 1048576 bytes. You have sent 1048577 bytes.",
           "Type": "Sender"
         },
         "ResponseMetadata": {
@@ -338,7 +338,7 @@
     }
   },
   "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_create_and_update_queue_attributes[sqs]": {
-    "recorded-date": "30-04-2024, 13:33:21",
+    "recorded-date": "19-08-2025, 13:29:48",
     "recorded-content": {
       "get_queue_attributes": {
         "Attributes": {
@@ -348,7 +348,7 @@
           "CreatedTimestamp": "timestamp",
           "DelaySeconds": "0",
           "LastModifiedTimestamp": "timestamp",
-          "MaximumMessageSize": "262144",
+          "MaximumMessageSize": "1048576",
           "MessageRetentionPeriod": "604800",
           "QueueArn": "arn:<partition>:sqs:<region>:111111111111:<resource:1>",
           "ReceiveMessageWaitTimeSeconds": "10",
@@ -383,7 +383,7 @@
     }
   },
   "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_create_and_update_queue_attributes[sqs_query]": {
-    "recorded-date": "30-04-2024, 13:33:22",
+    "recorded-date": "19-08-2025, 13:29:49",
     "recorded-content": {
       "get_queue_attributes": {
         "Attributes": {
@@ -393,7 +393,7 @@
           "CreatedTimestamp": "timestamp",
           "DelaySeconds": "0",
           "LastModifiedTimestamp": "timestamp",
-          "MaximumMessageSize": "262144",
+          "MaximumMessageSize": "1048576",
           "MessageRetentionPeriod": "604800",
           "QueueArn": "arn:<partition>:sqs:<region>:111111111111:<resource:1>",
           "ReceiveMessageWaitTimeSeconds": "10",
@@ -690,7 +690,7 @@
     "recorded-content": {}
   },
   "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fifo_set_content_based_deduplication_strategy[sqs]": {
-    "recorded-date": "30-04-2024, 13:47:39",
+    "recorded-date": "19-08-2025, 13:29:49",
     "recorded-content": {
       "before-update": {
         "Attributes": {
@@ -704,7 +704,7 @@
           "FifoQueue": "true",
           "FifoThroughputLimit": "perQueue",
           "LastModifiedTimestamp": "timestamp",
-          "MaximumMessageSize": "262144",
+          "MaximumMessageSize": "1048576",
           "MessageRetentionPeriod": "345600",
           "QueueArn": "arn:<partition>:sqs:<region>:111111111111:<resource:1>",
           "ReceiveMessageWaitTimeSeconds": "0",
@@ -728,7 +728,7 @@
           "FifoQueue": "true",
           "FifoThroughputLimit": "perQueue",
           "LastModifiedTimestamp": "timestamp",
-          "MaximumMessageSize": "262144",
+          "MaximumMessageSize": "1048576",
           "MessageRetentionPeriod": "345600",
           "QueueArn": "arn:<partition>:sqs:<region>:111111111111:<resource:1>",
           "ReceiveMessageWaitTimeSeconds": "0",
@@ -743,7 +743,7 @@
     }
   },
   "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fifo_set_content_based_deduplication_strategy[sqs_query]": {
-    "recorded-date": "30-04-2024, 13:47:41",
+    "recorded-date": "19-08-2025, 13:29:50",
     "recorded-content": {
       "before-update": {
         "Attributes": {
@@ -757,7 +757,7 @@
           "FifoQueue": "true",
           "FifoThroughputLimit": "perQueue",
           "LastModifiedTimestamp": "timestamp",
-          "MaximumMessageSize": "262144",
+          "MaximumMessageSize": "1048576",
           "MessageRetentionPeriod": "345600",
           "QueueArn": "arn:<partition>:sqs:<region>:111111111111:<resource:1>",
           "ReceiveMessageWaitTimeSeconds": "0",
@@ -781,7 +781,7 @@
           "FifoQueue": "true",
           "FifoThroughputLimit": "perQueue",
           "LastModifiedTimestamp": "timestamp",
-          "MaximumMessageSize": "262144",
+          "MaximumMessageSize": "1048576",
           "MessageRetentionPeriod": "345600",
           "QueueArn": "arn:<partition>:sqs:<region>:111111111111:<resource:1>",
           "ReceiveMessageWaitTimeSeconds": "0",
@@ -1818,7 +1818,7 @@
     }
   },
   "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fifo_change_to_high_throughput_after_creation[sqs]": {
-    "recorded-date": "24-05-2024, 09:41:13",
+    "recorded-date": "19-08-2025, 13:29:53",
     "recorded-content": {
       "same-dedup-different-grp-1": {
         "Messages": [
@@ -1852,7 +1852,7 @@
           "FifoQueue": "true",
           "FifoThroughputLimit": "perMessageGroupId",
           "LastModifiedTimestamp": "timestamp",
-          "MaximumMessageSize": "262144",
+          "MaximumMessageSize": "1048576",
           "MessageRetentionPeriod": "345600",
           "QueueArn": "arn:<partition>:sqs:<region>:111111111111:<resource:1>",
           "ReceiveMessageWaitTimeSeconds": "0",
@@ -1899,7 +1899,7 @@
     }
   },
   "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fifo_change_to_high_throughput_after_creation[sqs_query]": {
-    "recorded-date": "24-05-2024, 09:41:19",
+    "recorded-date": "19-08-2025, 13:29:55",
     "recorded-content": {
       "same-dedup-different-grp-1": {
         "Messages": [
@@ -1933,7 +1933,7 @@
           "FifoQueue": "true",
           "FifoThroughputLimit": "perMessageGroupId",
           "LastModifiedTimestamp": "timestamp",
-          "MaximumMessageSize": "262144",
+          "MaximumMessageSize": "1048576",
           "MessageRetentionPeriod": "345600",
           "QueueArn": "arn:<partition>:sqs:<region>:111111111111:<resource:1>",
           "ReceiveMessageWaitTimeSeconds": "0",
@@ -1980,7 +1980,7 @@
     }
   },
   "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fifo_change_to_regular_throughput_after_creation[sqs]": {
-    "recorded-date": "30-04-2024, 13:52:03",
+    "recorded-date": "19-08-2025, 13:29:57",
     "recorded-content": {
       "same-dedup-different-grp-1": {
         "Messages": [
@@ -2022,7 +2022,7 @@
           "FifoQueue": "true",
           "FifoThroughputLimit": "perQueue",
           "LastModifiedTimestamp": "timestamp",
-          "MaximumMessageSize": "262144",
+          "MaximumMessageSize": "1048576",
           "MessageRetentionPeriod": "345600",
           "QueueArn": "arn:<partition>:sqs:<region>:111111111111:<resource:1>",
           "ReceiveMessageWaitTimeSeconds": "0",
@@ -2051,7 +2051,7 @@
     }
   },
   "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fifo_change_to_regular_throughput_after_creation[sqs_query]": {
-    "recorded-date": "30-04-2024, 13:52:06",
+    "recorded-date": "19-08-2025, 13:29:59",
     "recorded-content": {
       "same-dedup-different-grp-1": {
         "Messages": [
@@ -2093,7 +2093,7 @@
           "FifoQueue": "true",
           "FifoThroughputLimit": "perQueue",
           "LastModifiedTimestamp": "timestamp",
-          "MaximumMessageSize": "262144",
+          "MaximumMessageSize": "1048576",
           "MessageRetentionPeriod": "345600",
           "QueueArn": "arn:<partition>:sqs:<region>:111111111111:<resource:1>",
           "ReceiveMessageWaitTimeSeconds": "0",
diff --git a/tests/aws/services/sqs/test_sqs.validation.json b/tests/aws/services/sqs/test_sqs.validation.json
index 78e9d950d1be6..356fb16117169 100644
--- a/tests/aws/services/sqs/test_sqs.validation.json
+++ b/tests/aws/services/sqs/test_sqs.validation.json
@@ -30,10 +30,22 @@
     "last_validated_date": "2024-04-30T13:50:41+00:00"
   },
   "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_create_and_update_queue_attributes[sqs]": {
-    "last_validated_date": "2024-04-30T13:33:21+00:00"
+    "last_validated_date": "2025-08-19T13:29:48+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.66,
+      "teardown": 0.18,
+      "total": 0.84
+    }
   },
   "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_create_and_update_queue_attributes[sqs_query]": {
-    "last_validated_date": "2024-04-30T13:33:22+00:00"
+    "last_validated_date": "2025-08-19T13:29:49+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.6,
+      "teardown": 0.18,
+      "total": 0.78
+    }
   },
   "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_create_fifo_queue_with_different_attributes_raises_error[sqs]": {
     "last_validated_date": "2024-04-30T13:33:13+00:00"
@@ -135,16 +147,40 @@
     }
   },
   "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fifo_change_to_high_throughput_after_creation[sqs]": {
-    "last_validated_date": "2024-05-24T10:00:47+00:00"
+    "last_validated_date": "2025-08-19T13:29:53+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 2.37,
+      "teardown": 0.18,
+      "total": 2.55
+    }
   },
   "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fifo_change_to_high_throughput_after_creation[sqs_query]": {
-    "last_validated_date": "2024-05-24T10:00:53+00:00"
+    "last_validated_date": "2025-08-19T13:29:55+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 2.35,
+      "teardown": 0.2,
+      "total": 2.55
+    }
   },
   "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fifo_change_to_regular_throughput_after_creation[sqs]": {
-    "last_validated_date": "2024-04-30T13:52:02+00:00"
+    "last_validated_date": "2025-08-19T13:29:57+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 1.51,
+      "teardown": 0.18,
+      "total": 1.69
+    }
   },
   "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fifo_change_to_regular_throughput_after_creation[sqs_query]": {
-    "last_validated_date": "2024-04-30T13:52:06+00:00"
+    "last_validated_date": "2025-08-19T13:29:59+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 1.5,
+      "teardown": 0.18,
+      "total": 1.68
+    }
   },
   "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fifo_deduplication_arrives_once_after_delete[sqs-False]": {
     "last_validated_date": "2024-04-30T13:34:04+00:00"
@@ -219,10 +255,22 @@
     }
   },
   "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fifo_set_content_based_deduplication_strategy[sqs]": {
-    "last_validated_date": "2024-04-30T13:47:39+00:00"
+    "last_validated_date": "2025-08-19T13:29:49+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.6,
+      "teardown": 0.21,
+      "total": 0.81
+    }
   },
   "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fifo_set_content_based_deduplication_strategy[sqs_query]": {
-    "last_validated_date": "2024-04-30T13:47:41+00:00"
+    "last_validated_date": "2025-08-19T13:29:50+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.59,
+      "teardown": 0.19,
+      "total": 0.78
+    }
   },
   "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_invalid_batch_id[sqs]": {
     "last_validated_date": "2024-04-30T13:33:40+00:00"
@@ -372,10 +420,22 @@
     "last_validated_date": "2024-04-30T13:40:12+00:00"
   },
   "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_send_message_batch_with_oversized_contents[sqs]": {
-    "last_validated_date": "2024-04-30T13:33:06+00:00"
+    "last_validated_date": "2025-08-19T13:29:46+00:00",
+    "durations_in_seconds": {
+      "setup": 0.17,
+      "call": 2.42,
+      "teardown": 0.21,
+      "total": 2.8
+    }
   },
   "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_send_message_batch_with_oversized_contents[sqs_query]": {
-    "last_validated_date": "2024-04-30T13:33:08+00:00"
+    "last_validated_date": "2025-08-19T13:29:47+00:00",
+    "durations_in_seconds": {
+      "setup": 0.17,
+      "call": 0.56,
+      "teardown": 0.18,
+      "total": 0.91
+    }
   },
   "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_send_message_batch_with_oversized_contents_with_updated_maximum_message_size[sqs]": {
     "last_validated_date": "2024-04-30T13:33:09+00:00"
@@ -435,10 +495,22 @@
     "last_validated_date": "2024-04-30T13:33:04+00:00"
   },
   "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_send_oversized_message[sqs]": {
-    "last_validated_date": "2024-04-30T13:32:59+00:00"
+    "last_validated_date": "2025-08-19T13:29:40+00:00",
+    "durations_in_seconds": {
+      "setup": 1.49,
+      "call": 3.69,
+      "teardown": 0.18,
+      "total": 5.36
+    }
   },
   "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_send_oversized_message[sqs_query]": {
-    "last_validated_date": "2024-04-30T13:33:01+00:00"
+    "last_validated_date": "2025-08-19T13:29:43+00:00",
+    "durations_in_seconds": {
+      "setup": 0.18,
+      "call": 2.55,
+      "teardown": 0.18,
+      "total": 2.91
+    }
   },
   "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_send_receive_max_number_of_messages[sqs]": {
     "last_validated_date": "2024-04-30T13:32:56+00:00"

From de861e1f656a52eaa090b061bd44fc1a7069715e Mon Sep 17 00:00:00 2001
From: Giovanni Grano <me@giograno.com>
Date: Wed, 27 Aug 2025 07:46:08 +0200
Subject: [PATCH 149/697] Ruff linter: enable rule UP031 (#13049)

---
 localstack-core/localstack/aws/mocking.py     |  4 +-
 .../localstack/aws/protocol/parser.py         | 12 +++---
 .../localstack/aws/protocol/serializer.py     | 10 ++---
 localstack-core/localstack/aws/scaffold.py    |  2 +-
 localstack-core/localstack/cli/localstack.py  |  2 +-
 localstack-core/localstack/cli/plugins.py     |  2 +-
 localstack-core/localstack/config.py          | 10 ++---
 .../localstack/dev/run/configurators.py       |  5 +--
 localstack-core/localstack/runtime/hooks.py   |  2 +-
 localstack-core/localstack/runtime/init.py    |  2 +-
 localstack-core/localstack/runtime/main.py    | 10 ++---
 .../localstack/services/apigateway/helpers.py |  5 +--
 .../services/apigateway/legacy/helpers.py     | 15 ++++----
 .../services/apigateway/legacy/integration.py |  7 ++--
 .../services/apigateway/legacy/invocations.py |  4 +-
 .../services/apigateway/legacy/provider.py    |  8 ++--
 .../aws_apigateway_resource.py                |  2 +-
 .../services/cloudformation/api_utils.py      | 12 ++----
 .../services/cloudformation/cfn_utils.py      |  2 +-
 .../cloudformation/engine/entities.py         |  3 +-
 .../engine/template_deployer.py               |  4 +-
 .../engine/v2/change_set_model_transform.py   |  4 +-
 .../services/cloudformation/provider.py       |  4 +-
 .../services/cloudformation/service_models.py |  2 +-
 .../localstack/services/dynamodb/server.py    |  2 +-
 localstack-core/localstack/services/edge.py   |  2 +-
 .../localstack/services/events/v1/provider.py | 10 ++---
 .../localstack/services/kinesis/provider.py   |  2 +-
 .../localstack/services/plugins.py            | 12 +++---
 .../localstack/services/ssm/provider.py       |  2 +-
 localstack-core/localstack/state/pickle.py    |  2 +-
 .../localstack/testing/pytest/fixtures.py     |  6 +--
 .../localstack/utils/analytics/metadata.py    |  2 +-
 localstack-core/localstack/utils/aws/arns.py  | 27 ++++---------
 .../localstack/utils/aws/aws_responses.py     |  2 +-
 .../localstack/utils/aws/dead_letter_queue.py |  6 +--
 .../localstack/utils/aws/resources.py         |  2 +-
 .../localstack/utils/aws/templating.py        |  2 +-
 localstack-core/localstack/utils/bootstrap.py |  8 ++--
 .../container_utils/docker_cmd_client.py      | 38 +++++++++----------
 localstack-core/localstack/utils/crypto.py    | 20 +++++-----
 localstack-core/localstack/utils/diagnose.py  |  2 +-
 localstack-core/localstack/utils/files.py     |  8 +---
 localstack-core/localstack/utils/functions.py |  2 +-
 localstack-core/localstack/utils/http.py      | 10 ++---
 localstack-core/localstack/utils/net.py       |  5 ++-
 localstack-core/localstack/utils/objects.py   |  2 +-
 localstack-core/localstack/utils/run.py       |  4 +-
 localstack-core/localstack/utils/serving.py   |  2 +-
 localstack-core/localstack/utils/strings.py   | 10 ++---
 localstack-core/localstack/utils/testutil.py  |  7 ++--
 localstack-core/localstack/utils/time.py      |  2 +-
 .../localstack/utils/xray/traceid.py          |  2 +-
 pyproject.toml                                |  1 -
 .../test_apigateway_stepfunctions.py          |  9 ++---
 .../test_change_set_fn_transform.py           |  5 +--
 .../services/cloudwatch/test_cloudwatch.py    |  4 +-
 tests/aws/services/dynamodb/test_dynamodb.py  |  4 +-
 tests/aws/services/kinesis/test_kinesis.py    |  2 +-
 .../resource_groups/test_resource_groups.py   |  2 +-
 tests/aws/services/route53/test_route53.py    | 10 ++---
 .../services/s3/test_s3_notifications_sqs.py  | 10 ++---
 tests/aws/test_integration.py                 | 19 ++++------
 tests/aws/test_multiregion.py                 | 17 ++++-----
 tests/aws/test_terraform.py                   |  4 +-
 .../test_localstack_container_server.py       |  7 +---
 tests/cli/test_cli.py                         |  2 +-
 .../performance/test_dynamodb_performance.py  |  4 +-
 tests/performance/test_sqs_performance.py     |  6 +--
 tests/unit/runtime/test_init.py               | 10 ++---
 tests/unit/services/sqs/test_sqs.py           |  4 +-
 tests/unit/test_common.py                     | 22 +++++------
 72 files changed, 214 insertions(+), 262 deletions(-)

diff --git a/localstack-core/localstack/aws/mocking.py b/localstack-core/localstack/aws/mocking.py
index 7a6319709115d..b2bbcb9f0053d 100644
--- a/localstack-core/localstack/aws/mocking.py
+++ b/localstack-core/localstack/aws/mocking.py
@@ -224,7 +224,7 @@ def sanitize_arn_pattern(pattern: str) -> str:
 def generate_instance(shape: Shape, graph: ShapeGraph) -> Instance | None:
     if shape is None:
         return None
-    raise ValueError("could not generate shape for type %s" % shape.type_name)
+    raise ValueError(f"could not generate shape for type {shape.type_name}")
 
 
 @generate_instance.register
@@ -383,7 +383,7 @@ def _(shape: Shape, graph: ShapeGraph) -> int | float | bool | bytes | date:
     if shape.type_name == "timestamp":
         return datetime.now()
 
-    raise ValueError("unknown type %s" % shape.type_name)
+    raise ValueError(f"unknown type {shape.type_name}")
 
 
 def generate_response(operation: OperationModel):
diff --git a/localstack-core/localstack/aws/protocol/parser.py b/localstack-core/localstack/aws/protocol/parser.py
index f1dc84a658651..3259f30784094 100644
--- a/localstack-core/localstack/aws/protocol/parser.py
+++ b/localstack-core/localstack/aws/protocol/parser.py
@@ -265,12 +265,12 @@ def _parse_shape(
                 if uri_param_name in uri_params:
                     payload = uri_params[uri_param_name]
             else:
-                raise UnknownParserError("Unknown shape location '%s'." % location)
+                raise UnknownParserError(f"Unknown shape location '{location}'.")
         else:
             # If we don't have to use a specific location, we use the node
             payload = node
 
-        fn_name = "_parse_%s" % shape.type_name
+        fn_name = f"_parse_{shape.type_name}"
         handler = getattr(self, fn_name, self._noop_parser)
         try:
             return handler(request, shape, payload, uri_params) if payload is not None else None
@@ -322,7 +322,7 @@ def _parse_boolean(self, _, __, node: str, ___) -> bool:
             return True
         if value == "false":
             return False
-        raise ValueError("cannot parse boolean value %s" % node)
+        raise ValueError(f"cannot parse boolean value {node}")
 
     @_text_content
     def _noop_parser(self, _, __, node: Any, ___):
@@ -336,7 +336,7 @@ def _convert_str_to_timestamp(self, value: str, timestamp_format=None):
         if timestamp_format is None:
             timestamp_format = self.TIMESTAMP_FORMAT
         timestamp_format = timestamp_format.lower()
-        converter = getattr(self, "_timestamp_%s" % timestamp_format)
+        converter = getattr(self, f"_timestamp_{timestamp_format}")
         final_value = converter(value)
         return final_value
 
@@ -740,7 +740,7 @@ def _parse_map(
                 elif tag_name == value_location_name:
                     val_name = self._parse_shape(request, value_shape, single_pair, uri_params)
                 else:
-                    raise ProtocolParserError("Unknown tag: %s" % tag_name)
+                    raise ProtocolParserError(f"Unknown tag: {tag_name}")
             parsed[key_name] = val_name
         return parsed
 
@@ -786,7 +786,7 @@ def _parse_xml_string_to_dom(xml_string: str) -> ETree.Element:
             root = parser.close()
         except ETree.ParseError as e:
             raise ProtocolParserError(
-                "Unable to parse request (%s), invalid XML received:\n%s" % (e, xml_string)
+                f"Unable to parse request ({e}), invalid XML received:\n{xml_string}"
             ) from e
         return root
 
diff --git a/localstack-core/localstack/aws/protocol/serializer.py b/localstack-core/localstack/aws/protocol/serializer.py
index 5fb60d4319c5b..871481cc4bb1f 100644
--- a/localstack-core/localstack/aws/protocol/serializer.py
+++ b/localstack-core/localstack/aws/protocol/serializer.py
@@ -527,7 +527,7 @@ def _convert_timestamp_to_str(self, value: int | str | datetime, timestamp_forma
             timestamp_format = self.TIMESTAMP_FORMAT
         timestamp_format = timestamp_format.lower()
         datetime_obj = parse_to_aware_datetime(value)
-        converter = getattr(self, "_timestamp_%s" % timestamp_format)
+        converter = getattr(self, f"_timestamp_{timestamp_format}")
         final_value = converter(datetime_obj)
         return final_value
 
@@ -689,7 +689,7 @@ def _serialize(
             name = shape.serialization.get("resultWrapper")
 
         try:
-            method = getattr(self, "_serialize_type_%s" % shape.type_name, self._default_serialize)
+            method = getattr(self, f"_serialize_type_{shape.type_name}", self._default_serialize)
             method(xmlnode, params, shape, name, mime_type)
         except (TypeError, ValueError, AttributeError) as e:
             raise ProtocolSerializerError(
@@ -705,7 +705,7 @@ def _serialize_type_structure(
             namespace_metadata = shape.serialization["xmlNamespace"]
             attribute_name = "xmlns"
             if namespace_metadata.get("prefix"):
-                attribute_name += ":%s" % namespace_metadata["prefix"]
+                attribute_name += ":{}".format(namespace_metadata["prefix"])
             structure_node.attrib[attribute_name] = namespace_metadata["uri"]
         for key, value in params.items():
             if value is None:
@@ -1261,7 +1261,7 @@ def _serialize_response(
         else:
             json_version = operation_model.metadata.get("jsonVersion")
             if json_version is not None:
-                response.headers["Content-Type"] = "application/x-amz-json-%s" % json_version
+                response.headers["Content-Type"] = f"application/x-amz-json-{json_version}"
         response.set_response(
             self._serialize_body_params(parameters, shape, operation_model, mime_type, request_id)
         )
@@ -1286,7 +1286,7 @@ def _serialize_body_params(
     def _serialize(self, body: dict, value: Any, shape, key: str | None, mime_type: str):
         """This method dynamically invokes the correct `_serialize_type_*` method for each shape type."""
         try:
-            method = getattr(self, "_serialize_type_%s" % shape.type_name, self._default_serialize)
+            method = getattr(self, f"_serialize_type_{shape.type_name}", self._default_serialize)
             method(body, value, shape, key, mime_type)
         except (TypeError, ValueError, AttributeError) as e:
             raise ProtocolSerializerError(
diff --git a/localstack-core/localstack/aws/scaffold.py b/localstack-core/localstack/aws/scaffold.py
index f1018d4f635ce..2a5100ecb597e 100644
--- a/localstack-core/localstack/aws/scaffold.py
+++ b/localstack-core/localstack/aws/scaffold.py
@@ -221,7 +221,7 @@ def _print_as_class(self, output, base: str, doc=True, quote_types=False):
 
     def _print_as_typed_dict(self, output, doc=True, quote_types=False):
         name = to_valid_python_name(self.shape.name)
-        output.write('%s = TypedDict("%s", {\n' % (name, name))
+        output.write(f'{name} = TypedDict("{name}", {{\n')
         for k, v in self.shape.members.items():
             member_name = to_valid_python_name(v.name)
             # check if the member name is the same as the type name (recursive types need to use forward references)
diff --git a/localstack-core/localstack/cli/localstack.py b/localstack-core/localstack/cli/localstack.py
index 4e6dcd96d2e59..103bd642d81ef 100644
--- a/localstack-core/localstack/cli/localstack.py
+++ b/localstack-core/localstack/cli/localstack.py
@@ -602,7 +602,7 @@ def cmd_stop() -> None:
 
     try:
         DOCKER_CLIENT.stop_container(container_name)
-        console.print("container stopped: %s" % container_name)
+        console.print(f"container stopped: {container_name}")
     except NoSuchContainer:
         raise CLIError(
             f'Expected a running LocalStack container named "{container_name}", but found none'
diff --git a/localstack-core/localstack/cli/plugins.py b/localstack-core/localstack/cli/plugins.py
index c63588161d304..ebd6e22485b52 100644
--- a/localstack-core/localstack/cli/plugins.py
+++ b/localstack-core/localstack/cli/plugins.py
@@ -56,7 +56,7 @@ def find(where, exclude, include, output):
     elif output == "dict":
         rprint(dict(plugins))
     else:
-        raise CLIError("unknown output format %s" % output)
+        raise CLIError(f"unknown output format {output}")
 
 
 @cli.command("list")
diff --git a/localstack-core/localstack/config.py b/localstack-core/localstack/config.py
index f9022f2231d6e..96c4cad9b90e5 100644
--- a/localstack-core/localstack/config.py
+++ b/localstack-core/localstack/config.py
@@ -286,7 +286,7 @@ def ping(host):
     """Returns True if the host responds to a ping request"""
     is_in_windows = is_windows()
     ping_opts = "-n 1 -w 2000" if is_in_windows else "-c 1 -W 2"
-    args = "ping %s %s" % (ping_opts, host)
+    args = f"ping {ping_opts} {host}"
     return (
         subprocess.call(
             args, shell=not is_in_windows, stdout=subprocess.PIPE, stderr=subprocess.PIPE
@@ -435,8 +435,8 @@ def in_docker():
 VOLUME_DIR = os.environ.get("LOCALSTACK_VOLUME_DIR", "").strip() or TMP_FOLDER
 
 # fix for Mac OS, to be able to mount /var/folders in Docker
-if TMP_FOLDER.startswith("/var/folders/") and os.path.exists("/private%s" % TMP_FOLDER):
-    TMP_FOLDER = "/private%s" % TMP_FOLDER
+if TMP_FOLDER.startswith("/var/folders/") and os.path.exists(f"/private{TMP_FOLDER}"):
+    TMP_FOLDER = f"/private{TMP_FOLDER}"
 
 # whether to enable verbose debug logging ("LOG" is used when using the CLI with LOCALSTACK_LOG instead of LS_LOG)
 LS_LOG = eval_log_type("LS_LOG") or eval_log_type("LOG")
@@ -1237,8 +1237,8 @@ def use_custom_dns():
 
 
 # s3 virtual host name
-S3_VIRTUAL_HOSTNAME = "s3.%s" % LOCALSTACK_HOST.host
-S3_STATIC_WEBSITE_HOSTNAME = "s3-website.%s" % LOCALSTACK_HOST.host
+S3_VIRTUAL_HOSTNAME = f"s3.{LOCALSTACK_HOST.host}"
+S3_STATIC_WEBSITE_HOSTNAME = f"s3-website.{LOCALSTACK_HOST.host}"
 
 BOTO_WAITER_DELAY = int(os.environ.get("BOTO_WAITER_DELAY") or "1")
 BOTO_WAITER_MAX_ATTEMPTS = int(os.environ.get("BOTO_WAITER_MAX_ATTEMPTS") or "120")
diff --git a/localstack-core/localstack/dev/run/configurators.py b/localstack-core/localstack/dev/run/configurators.py
index 1dc0f3b8697c0..a43982b04043c 100644
--- a/localstack-core/localstack/dev/run/configurators.py
+++ b/localstack-core/localstack/dev/run/configurators.py
@@ -363,10 +363,7 @@ def _list_files_in_container_image(container_client: ContainerClient, image_name
         try:
             # docker export yields paths without prefixed slashes, so we add them here
             # since the file is pretty big (~4MB for community, ~7MB for pro) we gzip it
-            cmd = "docker export %s | tar -t | awk '{ print \"/\" $0 }' | gzip > %s" % (
-                container_id,
-                cache_file,
-            )
+            cmd = f"docker export {container_id} | tar -t | awk '{{ print \"/\" $0 }}' | gzip > {cache_file}"
             run(cmd, shell=True)
         finally:
             container_client.remove_container(container_id)
diff --git a/localstack-core/localstack/runtime/hooks.py b/localstack-core/localstack/runtime/hooks.py
index 05161679cf54e..c28ce90ed5648 100644
--- a/localstack-core/localstack/runtime/hooks.py
+++ b/localstack-core/localstack/runtime/hooks.py
@@ -65,7 +65,7 @@ def run_in_order(self, *args, **kwargs):
             fn_plugin(*args, **kwargs)
 
     def __str__(self):
-        return "HookManager(%s)" % self.namespace
+        return f"HookManager({self.namespace})"
 
     def __repr__(self):
         return self.__str__()
diff --git a/localstack-core/localstack/runtime/init.py b/localstack-core/localstack/runtime/init.py
index d1398c3840430..92a3f49840feb 100644
--- a/localstack-core/localstack/runtime/init.py
+++ b/localstack-core/localstack/runtime/init.py
@@ -91,7 +91,7 @@ class ShellScriptRunner(ScriptRunner):
     def run(self, path: str) -> None:
         exit_code = subprocess.call(args=[], executable=path)
         if exit_code != 0:
-            raise OSError("Script %s returned a non-zero exit code %s" % (path, exit_code))
+            raise OSError(f"Script {path} returned a non-zero exit code {exit_code}")
 
 
 class PythonScriptRunner(ScriptRunner):
diff --git a/localstack-core/localstack/runtime/main.py b/localstack-core/localstack/runtime/main.py
index 3a0357e230ad0..50db1c63ddd10 100644
--- a/localstack-core/localstack/runtime/main.py
+++ b/localstack-core/localstack/runtime/main.py
@@ -20,13 +20,13 @@ def print_runtime_information(in_docker: bool = False):
     if in_docker:
         try:
             container_name = get_main_container_name()
-            print("LocalStack Docker container name: %s" % container_name)
+            print(f"LocalStack Docker container name: {container_name}")
             inspect_result = DOCKER_CLIENT.inspect_container(container_name)
             container_id = inspect_result["Id"]
-            print("LocalStack Docker container id: %s" % container_id[:12])
+            print(f"LocalStack Docker container id: {container_id[:12]}")
             image_details = DOCKER_CLIENT.inspect_image(inspect_result["Image"])
             digests = image_details.get("RepoDigests") or ["Unavailable"]
-            print("LocalStack Docker image sha: %s" % digests[0])
+            print(f"LocalStack Docker image sha: {digests[0]}")
         except ContainerException:
             print(
                 "LocalStack Docker container info: Failed to inspect the LocalStack docker container. "
@@ -44,10 +44,10 @@ def print_runtime_information(in_docker: bool = False):
                 )
 
     if config.LOCALSTACK_BUILD_DATE:
-        print("LocalStack build date: %s" % config.LOCALSTACK_BUILD_DATE)
+        print(f"LocalStack build date: {config.LOCALSTACK_BUILD_DATE}")
 
     if config.LOCALSTACK_BUILD_GIT_HASH:
-        print("LocalStack build git hash: %s" % config.LOCALSTACK_BUILD_GIT_HASH)
+        print(f"LocalStack build git hash: {config.LOCALSTACK_BUILD_GIT_HASH}")
 
     print()
 
diff --git a/localstack-core/localstack/services/apigateway/helpers.py b/localstack-core/localstack/services/apigateway/helpers.py
index 385aae2b02c81..74b988753a7a9 100644
--- a/localstack-core/localstack/services/apigateway/helpers.py
+++ b/localstack-core/localstack/services/apigateway/helpers.py
@@ -367,10 +367,7 @@ def resolve_references(data: dict, rest_api_id, allow_recursive=True) -> dict:
 
 def path_based_url(api_id: str, stage_name: str, path: str) -> str:
     """Return URL for inbound API gateway for given API ID, stage name, and path"""
-    pattern = "%s/restapis/{api_id}/{stage_name}/%s{path}" % (
-        config.external_service_url(),
-        PATH_USER_REQUEST,
-    )
+    pattern = f"{config.external_service_url()}/restapis/{{api_id}}/{{stage_name}}/{PATH_USER_REQUEST}{{path}}"
     return pattern.format(api_id=api_id, stage_name=stage_name, path=path)
 
 
diff --git a/localstack-core/localstack/services/apigateway/legacy/helpers.py b/localstack-core/localstack/services/apigateway/legacy/helpers.py
index 00a32802a897d..c3d40e689555d 100644
--- a/localstack-core/localstack/services/apigateway/legacy/helpers.py
+++ b/localstack-core/localstack/services/apigateway/legacy/helpers.py
@@ -37,7 +37,7 @@
 
 # regex path pattern for user requests, handles stages like $default
 PATH_REGEX_USER_REQUEST = (
-    r"^/restapis/([A-Za-z0-9_\\-]+)(?:/([A-Za-z0-9\_($|%%24)\\-]+))?/%s/(.*)$" % PATH_USER_REQUEST
+    rf"^/restapis/([A-Za-z0-9_\\-]+)(?:/([A-Za-z0-9\_($|%24)\\-]+))?/{PATH_USER_REQUEST}/(.*)$"
 )
 # URL pattern for invocations
 HOST_REGEX_EXECUTE_API = r"(?:.*://)?([a-zA-Z0-9]+)(?:(-vpce-[^.]+))?\.execute-api\.(.*)"
@@ -375,12 +375,12 @@ def get_apigateway_path_for_resource(
     path_part = target_resource.get("pathPart", "")
     if path_suffix:
         if path_part:
-            path_suffix = "%s/%s" % (path_part, path_suffix)
+            path_suffix = f"{path_part}/{path_suffix}"
     else:
         path_suffix = path_part
     parent_id = target_resource.get("parentId")
     if not parent_id:
-        return "/%s" % path_suffix
+        return f"/{path_suffix}"
     return get_apigateway_path_for_resource(
         api_id,
         parent_id,
@@ -419,7 +419,7 @@ def get_resource_for_path(
     for api_path, details in path_map.items():
         api_path_regex = re.sub(r"{[^+]+\+}", r"[^\?#]+", api_path)
         api_path_regex = re.sub(r"{[^}]+}", r"[^/]+", api_path_regex)
-        if re.match(r"^%s$" % api_path_regex, path):
+        if re.match(rf"^{api_path_regex}$", path):
             matches.append((api_path, details))
 
     # if there are no matches, it's not worth to proceed, bail here!
@@ -508,8 +508,7 @@ def connect_api_gateway_to_sqs(gateway_name, stage_name, queue_arn, path, accoun
             "integrations": [
                 {
                     "type": "AWS",
-                    "uri": "arn:%s:apigateway:%s:sqs:path/%s/%s"
-                    % (partition, sqs_region, sqs_account, queue_name),
+                    "uri": f"arn:{partition}:apigateway:{sqs_region}:sqs:path/{sqs_account}/{queue_name}",
                     "requestTemplates": {"application/json": template},
                     "requestParameters": {
                         "integration.request.header.Content-Type": "'application/x-www-form-urlencoded'"
@@ -660,11 +659,11 @@ def set_api_id_stage_invocation_path(
     if path_match:
         api_id = path_match.group(1)
         stage = path_match.group(2)
-        relative_path_w_query_params = "/%s" % path_match.group(3)
+        relative_path_w_query_params = f"/{path_match.group(3)}"
     elif host_match:
         api_id = extract_api_id_from_hostname_in_url(host_header)
         stage = path.strip("/").split("/")[0]
-        relative_path_w_query_params = "/%s" % path.lstrip("/").partition("/")[2]
+        relative_path_w_query_params = "/{}".format(path.lstrip("/").partition("/")[2])
     elif test_invoke_match:
         stage = invocation_context.stage
         api_id = invocation_context.api_id
diff --git a/localstack-core/localstack/services/apigateway/legacy/integration.py b/localstack-core/localstack/services/apigateway/legacy/integration.py
index 220ec8c5ed223..6c98b91487b9e 100644
--- a/localstack-core/localstack/services/apigateway/legacy/integration.py
+++ b/localstack-core/localstack/services/apigateway/legacy/integration.py
@@ -783,7 +783,7 @@ def invoke(self, invocation_context: ApiInvocationContext):
             instances = client.list_instances(ServiceId=service_id)["Instances"]
             instance = (instances or [None])[0]
             if instance and instance.get("Id"):
-                uri = "http://%s/%s" % (instance["Id"], invocation_path.lstrip("/"))
+                uri = "http://{}/{}".format(instance["Id"], invocation_path.lstrip("/"))
 
         # apply custom request template
         invocation_context.context = get_event_request_context(invocation_context)
@@ -977,8 +977,9 @@ def invoke(self, invocation_context: ApiInvocationContext):
                     headers={"Content-Type": APPLICATION_JSON},
                     data=json.dumps(
                         {
-                            "message": "StepFunctions execution %s failed with status '%s'"
-                            % (result["executionArn"], result_status)
+                            "message": "StepFunctions execution {} failed with status '{}'".format(
+                                result["executionArn"], result_status
+                            )
                         }
                     ),
                 )
diff --git a/localstack-core/localstack/services/apigateway/legacy/invocations.py b/localstack-core/localstack/services/apigateway/legacy/invocations.py
index 3bf8a487b31d3..1416e6e24b956 100644
--- a/localstack-core/localstack/services/apigateway/legacy/invocations.py
+++ b/localstack-core/localstack/services/apigateway/legacy/invocations.py
@@ -280,7 +280,7 @@ def invoke_rest_api(invocation_context: ApiInvocationContext):
 
     extracted_path, resource = get_target_resource_details(invocation_context)
     if not resource:
-        return make_error_response("Unable to find path %s" % invocation_context.path, 404)
+        return make_error_response(f"Unable to find path {invocation_context.path}", 404)
 
     # validate request
     validator = RequestValidator(invocation_context)
@@ -307,7 +307,7 @@ def invoke_rest_api(invocation_context: ApiInvocationContext):
             # default to returning CORS headers if this is an OPTIONS request
             return get_cors_response(headers)
         return make_error_response(
-            "Unable to find integration for: %s %s (%s)" % (method, invocation_path, raw_path),
+            f"Unable to find integration for: {method} {invocation_path} ({raw_path})",
             404,
         )
 
diff --git a/localstack-core/localstack/services/apigateway/legacy/provider.py b/localstack-core/localstack/services/apigateway/legacy/provider.py
index 8f26931bb4a72..30f06b41cfdea 100644
--- a/localstack-core/localstack/services/apigateway/legacy/provider.py
+++ b/localstack-core/localstack/services/apigateway/legacy/provider.py
@@ -3025,7 +3025,7 @@ def to_documentation_part_response_json(api_id, data):
 
 
 def to_base_mapping_response_json(domain_name, base_path, data):
-    self_link = "/domainnames/%s/basepathmappings/%s" % (domain_name, base_path)
+    self_link = f"/domainnames/{domain_name}/basepathmappings/{base_path}"
     result = to_response_json("basepathmapping", data, self_link=self_link)
     result = select_from_typed_dict(BasePathMapping, result)
     return result
@@ -3061,9 +3061,9 @@ def to_response_json(model_type, data, api_id=None, self_link=None, id_attr=None
     id_attr = id_attr or "id"
     result = deepcopy(data)
     if not self_link:
-        self_link = "/%ss/%s" % (model_type, data[id_attr])
+        self_link = f"/{model_type}s/{data[id_attr]}"
         if api_id:
-            self_link = "/restapis/%s/%s" % (api_id, self_link)
+            self_link = f"/restapis/{api_id}/{self_link}"
     # TODO: check if this is still required - "_links" are listed in the sample responses in the docs, but
     #  recent parity tests indicate that this field is not returned by real AWS...
     # https://docs.aws.amazon.com/apigateway/latest/api/API_GetAuthorizers.html#API_GetAuthorizers_Example_1_Response
@@ -3075,7 +3075,7 @@ def to_response_json(model_type, data, api_id=None, self_link=None, id_attr=None
         "name": model_type,
         "templated": True,
     }
-    result["_links"]["%s:delete" % model_type] = {"href": self_link}
+    result["_links"][f"{model_type}:delete"] = {"href": self_link}
     return result
 
 
diff --git a/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_resource.py b/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_resource.py
index dc110e242e02a..1d75418415e4c 100644
--- a/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_resource.py
+++ b/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_resource.py
@@ -72,7 +72,7 @@ def create(
             root_resource = ([r for r in resources if r["path"] == "/"] or [None])[0]
             if not root_resource:
                 raise Exception(
-                    "Unable to find root resource for REST API %s" % params["restApiId"]
+                    "Unable to find root resource for REST API {}".format(params["restApiId"])
                 )
             params["parentId"] = root_resource["id"]
         response = apigw.create_resource(**params)
diff --git a/localstack-core/localstack/services/cloudformation/api_utils.py b/localstack-core/localstack/services/cloudformation/api_utils.py
index c4172974cec35..d02b12a25b3ef 100644
--- a/localstack-core/localstack/services/cloudformation/api_utils.py
+++ b/localstack-core/localstack/services/cloudformation/api_utils.py
@@ -77,9 +77,7 @@ def get_remote_template_body(url: str) -> str:
             result = client.get_object(Bucket=parts[0], Key=parts[2])
             body = to_str(result["Body"].read())
             return body
-        raise RuntimeError(
-            "Unable to fetch template body (code %s) from URL %s" % (status_code, url)
-        )
+        raise RuntimeError(f"Unable to fetch template body (code {status_code}) from URL {url}")
     else:
         raise RuntimeError(
             f"Bad status code from fetching template from url '{url}' ({status_code})",
@@ -112,11 +110,9 @@ def get_template_body(req_data: dict) -> str:
                 result = client.get_object(Bucket=parts[0], Key=parts[2])
                 body = to_str(result["Body"].read())
                 return body
-            raise Exception(
-                "Unable to fetch template body (code %s) from URL %s" % (status_code, url)
-            )
+            raise Exception(f"Unable to fetch template body (code {status_code}) from URL {url}")
         return to_str(response.content)
-    raise Exception("Unable to get template body from input: %s" % req_data)
+    raise Exception(f"Unable to get template body from input: {req_data}")
 
 
 def is_local_service_url(url: str) -> bool:
@@ -127,7 +123,7 @@ def is_local_service_url(url: str) -> bool:
         constants.LOCALHOST_HOSTNAME,
         localstack_host().host,
     )
-    if any(re.match(r"^[^:]+://[^:/]*%s([:/]|$)" % host, url) for host in candidates):
+    if any(re.match(rf"^[^:]+://[^:/]*{host}([:/]|$)", url) for host in candidates):
         return True
     host = url.split("://")[-1].split("/")[0]
     return "localhost" in host
diff --git a/localstack-core/localstack/services/cloudformation/cfn_utils.py b/localstack-core/localstack/services/cloudformation/cfn_utils.py
index 052df4d91ded2..9cac04969abbe 100644
--- a/localstack-core/localstack/services/cloudformation/cfn_utils.py
+++ b/localstack-core/localstack/services/cloudformation/cfn_utils.py
@@ -59,7 +59,7 @@ def fix_types(key, type_class):
         def recurse(o, path):
             if isinstance(o, dict):
                 for k, v in dict(o).items():
-                    key_path = "%s%s" % (path or ".", k)
+                    key_path = "{}{}".format(path or ".", k)
                     if key in [k, key_path]:
                         o[k] = type_class(v)
             return o
diff --git a/localstack-core/localstack/services/cloudformation/engine/entities.py b/localstack-core/localstack/services/cloudformation/engine/entities.py
index 87e09338966be..0e56e940f5cd1 100644
--- a/localstack-core/localstack/services/cloudformation/engine/entities.py
+++ b/localstack-core/localstack/services/cloudformation/engine/entities.py
@@ -360,8 +360,7 @@ def _lookup(self, resource_map, resource_id):
         resource = resource_map.get(resource_id)
         if not resource:
             raise Exception(
-                'Unable to find details for resource "%s" in stack "%s"'
-                % (resource_id, self.stack_name)
+                f'Unable to find details for resource "{resource_id}" in stack "{self.stack_name}"'
             )
         return resource
 
diff --git a/localstack-core/localstack/services/cloudformation/engine/template_deployer.py b/localstack-core/localstack/services/cloudformation/engine/template_deployer.py
index ff018f24521f6..8ef7999f6faf8 100644
--- a/localstack-core/localstack/services/cloudformation/engine/template_deployer.py
+++ b/localstack-core/localstack/services/cloudformation/engine/template_deployer.py
@@ -329,7 +329,7 @@ def _resolve_refs_recursively(
                 account_id, region_name, stack_name, resources, parameters, value["Ref"]
             )
             if ref is None:
-                msg = 'Unable to resolve Ref for resource "%s" (yet)' % value["Ref"]
+                msg = 'Unable to resolve Ref for resource "{}" (yet)'.format(value["Ref"])
                 LOG.debug("%s - %s", msg, resources.get(value["Ref"]) or set(resources.keys()))
 
                 raise DependencyNotYetSatisfied(resource_ids=value["Ref"], message=msg)
@@ -450,7 +450,7 @@ def _resolve_refs_recursively(
                     raise DependencyNotYetSatisfied(
                         resource_ids=key, message=f"Could not resolve {val} to terminal value type"
                     )
-                result = result.replace("${%s}" % key, str(resolved_val))
+                result = result.replace(f"${{{key}}}", str(resolved_val))
 
             # resolve placeholders
             result = resolve_placeholders_in_string(
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_transform.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_transform.py
index 97e7f3a194916..400d9bd2beafd 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_transform.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_transform.py
@@ -146,7 +146,7 @@ def _compute_include_transform(self, parameters: dict, fragment: dict) -> dict:
         if not location or not location.startswith("s3://"):
             raise FailedTransformationException(
                 transformation=INCLUDE_TRANSFORM,
-                message="Unexpected Location parameter for AWS::Include transformer: %s" % location,
+                message=f"Unexpected Location parameter for AWS::Include transformer: {location}",
             )
 
         s3_client = connect_to(
@@ -158,7 +158,7 @@ def _compute_include_transform(self, parameters: dict, fragment: dict) -> dict:
         except ClientError:
             raise FailedTransformationException(
                 transformation=INCLUDE_TRANSFORM,
-                message="Error downloading S3 object '%s/%s'" % (bucket, path),
+                message=f"Error downloading S3 object '{bucket}/{path}'",
             )
         try:
             template_to_include = parse_template(content)
diff --git a/localstack-core/localstack/services/cloudformation/provider.py b/localstack-core/localstack/services/cloudformation/provider.py
index 3c76dd7497692..473bde3fc66bd 100644
--- a/localstack-core/localstack/services/cloudformation/provider.py
+++ b/localstack-core/localstack/services/cloudformation/provider.py
@@ -159,7 +159,7 @@ def find_stack_instance(stack_set: StackSet, account: str, region: str):
 
 def stack_not_found_error(stack_name: str):
     # FIXME
-    raise ValidationError("Stack with id %s does not exist" % stack_name)
+    raise ValidationError(f"Stack with id {stack_name} does not exist")
 
 
 def not_found_error(message: str):
@@ -305,7 +305,7 @@ def create_stack(self, context: RequestContext, request: CreateStackInput) -> Cr
             deployer.deploy_stack()
         except Exception as e:
             stack.set_stack_status("CREATE_FAILED")
-            msg = 'Unable to create stack "%s": %s' % (stack.stack_name, e)
+            msg = f'Unable to create stack "{stack.stack_name}": {e}'
             LOG.error("%s", exc_info=LOG.isEnabledFor(logging.DEBUG))
             raise ValidationError(msg) from e
 
diff --git a/localstack-core/localstack/services/cloudformation/service_models.py b/localstack-core/localstack/services/cloudformation/service_models.py
index cfde3d106af95..e89567730da59 100644
--- a/localstack-core/localstack/services/cloudformation/service_models.py
+++ b/localstack-core/localstack/services/cloudformation/service_models.py
@@ -13,7 +13,7 @@ class DependencyNotYetSatisfied(Exception):
     """Exception indicating that a resource dependency is not (yet) deployed/available."""
 
     def __init__(self, resource_ids, message=None):
-        message = message or "Unresolved dependencies: %s" % resource_ids
+        message = message or f"Unresolved dependencies: {resource_ids}"
         super().__init__(message)
         resource_ids = resource_ids if isinstance(resource_ids, list) else [resource_ids]
         self.resource_ids = resource_ids
diff --git a/localstack-core/localstack/services/dynamodb/server.py b/localstack-core/localstack/services/dynamodb/server.py
index 509fae1a54728..d25f01181bc0c 100644
--- a/localstack-core/localstack/services/dynamodb/server.py
+++ b/localstack-core/localstack/services/dynamodb/server.py
@@ -162,7 +162,7 @@ def _create_shell_command(self) -> list[str]:
         cmd = [
             "java",
             *self._get_java_vm_options(),
-            "-Xmx%s" % self.heap_size,
+            f"-Xmx{self.heap_size}",
             f"-javaagent:{dynamodblocal_package.get_installer().get_ddb_agent_jar_path()}",
             f"-Djava.library.path={self.library_path}",
             "-jar",
diff --git a/localstack-core/localstack/services/edge.py b/localstack-core/localstack/services/edge.py
index 92c291bb30d9a..90217f3c38df3 100644
--- a/localstack-core/localstack/services/edge.py
+++ b/localstack-core/localstack/services/edge.py
@@ -72,7 +72,7 @@ def start_component(
                 default_port=constants.DEFAULT_PORT_EDGE,
             ),
         )
-    raise Exception("Unexpected component name '%s' received during start up" % component)
+    raise Exception(f"Unexpected component name '{component}' received during start up")
 
 
 def start_proxy(
diff --git a/localstack-core/localstack/services/events/v1/provider.py b/localstack-core/localstack/services/events/v1/provider.py
index a98fc0c17fabc..9c0352a1aa76b 100644
--- a/localstack-core/localstack/services/events/v1/provider.py
+++ b/localstack-core/localstack/services/events/v1/provider.py
@@ -206,12 +206,12 @@ def convert_schedule_to_cron(schedule):
                 raise ValueError("If the value is greater than 1, the unit must be plural")
 
             if "minute" in unit:
-                return "*/%s * * * *" % value
+                return f"*/{value} * * * *"
             if "hour" in unit:
-                return "0 */%s * * *" % value
+                return f"0 */{value} * * *"
             if "day" in unit:
-                return "0 0 */%s * *" % value
-            raise ValueError("Unable to parse events schedule expression: %s" % schedule)
+                return f"0 0 */{value} * *"
+            raise ValueError(f"Unable to parse events schedule expression: {schedule}")
         return schedule
 
     @staticmethod
@@ -374,7 +374,7 @@ def _dump_events_to_files(events_with_added_uuid):
         for event in events_with_added_uuid:
             target = os.path.join(
                 _get_events_tmp_dir(),
-                "%s_%s" % (current_time_millis, event["uuid"]),
+                "{}_{}".format(current_time_millis, event["uuid"]),
             )
             save_file(target, json.dumps(event["event"]))
     except Exception as e:
diff --git a/localstack-core/localstack/services/kinesis/provider.py b/localstack-core/localstack/services/kinesis/provider.py
index 7f080e35fc122..34574acc142de 100644
--- a/localstack-core/localstack/services/kinesis/provider.py
+++ b/localstack-core/localstack/services/kinesis/provider.py
@@ -49,7 +49,7 @@ def find_stream_for_consumer(consumer_arn):
         for cons in kinesis.list_stream_consumers(StreamARN=stream_arn)["Consumers"]:
             if cons["ConsumerARN"] == consumer_arn:
                 return stream_name
-    raise Exception("Unable to find stream for stream consumer %s" % consumer_arn)
+    raise Exception(f"Unable to find stream for stream consumer {consumer_arn}")
 
 
 class KinesisProvider(KinesisApi, ServiceLifecycleHook):
diff --git a/localstack-core/localstack/services/plugins.py b/localstack-core/localstack/services/plugins.py
index cb6c70bb094db..412796b52d9c9 100644
--- a/localstack-core/localstack/services/plugins.py
+++ b/localstack-core/localstack/services/plugins.py
@@ -286,19 +286,19 @@ def require(self, name: str) -> Service:
         container = self.get_service_container(name)
 
         if not container:
-            raise ValueError("no such service %s" % name)
+            raise ValueError(f"no such service {name}")
 
         if container.state == ServiceState.STARTING:
             if not poll_condition(lambda: container.state != ServiceState.STARTING, timeout=30):
-                raise TimeoutError("gave up waiting for service %s to start" % name)
+                raise TimeoutError(f"gave up waiting for service {name} to start")
 
         if container.state == ServiceState.STOPPING:
             if not poll_condition(lambda: container.state == ServiceState.STOPPED, timeout=30):
-                raise TimeoutError("gave up waiting for service %s to stop" % name)
+                raise TimeoutError(f"gave up waiting for service {name} to stop")
 
         with container.lock:
             if container.state == ServiceState.DISABLED:
-                raise ServiceDisabled("service %s is disabled" % name)
+                raise ServiceDisabled(f"service {name} is disabled")
 
             if container.state == ServiceState.RUNNING:
                 return container.service
@@ -314,7 +314,7 @@ def require(self, name: str) -> Service:
                     raise container.errors[-1]
 
         raise ServiceStateException(
-            "service %s is not ready (%s) and could not be started" % (name, container.state)
+            f"service {name} is not ready ({container.state}) and could not be started"
         )
 
     # legacy map compatibility
@@ -692,7 +692,7 @@ def check_service_health(api, expect_shutdown=False):
             LOG.warning('Service "%s" not yet available, retrying...', api)
         else:
             LOG.warning('Service "%s" still shutting down, retrying...', api)
-        raise Exception("Service check failed for api: %s" % api)
+        raise Exception(f"Service check failed for api: {api}")
 
 
 @hooks.on_infra_start(should_load=lambda: config.EAGER_SERVICE_LOADING)
diff --git a/localstack-core/localstack/services/ssm/provider.py b/localstack-core/localstack/services/ssm/provider.py
index 10a22197ee6ce..8e2b91371eac8 100644
--- a/localstack-core/localstack/services/ssm/provider.py
+++ b/localstack-core/localstack/services/ssm/provider.py
@@ -366,7 +366,7 @@ def _normalize_name(param_name: ParameterName, validate=False) -> ParameterName:
         param_name = param_name.strip("/")
         param_name = param_name.replace("//", "/")
         if "/" in param_name:
-            param_name = "/%s" % param_name
+            param_name = f"/{param_name}"
         return param_name
 
     @staticmethod
diff --git a/localstack-core/localstack/state/pickle.py b/localstack-core/localstack/state/pickle.py
index 9124b4b2f0ee4..76accd864a651 100644
--- a/localstack-core/localstack/state/pickle.py
+++ b/localstack-core/localstack/state/pickle.py
@@ -64,7 +64,7 @@ def _wrapper(fn: Any | Callable[[PythonPickler, Any], None]):
         elif callable(fn):
             add_dispatch_entry(cls, fn, subclasses=subclasses)
         else:
-            raise ValueError("cannot register %s" % fn)
+            raise ValueError(f"cannot register {fn}")
 
         return fn
 
diff --git a/localstack-core/localstack/testing/pytest/fixtures.py b/localstack-core/localstack/testing/pytest/fixtures.py
index 8b14aa656cfa5..adfb511249df9 100644
--- a/localstack-core/localstack/testing/pytest/fixtures.py
+++ b/localstack-core/localstack/testing/pytest/fixtures.py
@@ -232,7 +232,7 @@ def s3_create_bucket(s3_empty_bucket, aws_client):
 
     def factory(**kwargs) -> str:
         if "Bucket" not in kwargs:
-            kwargs["Bucket"] = "test-bucket-%s" % short_uid()
+            kwargs["Bucket"] = f"test-bucket-{short_uid()}"
 
         if (
             "CreateBucketConfiguration" not in kwargs
@@ -335,7 +335,7 @@ def sqs_create_queue(aws_client):
 
     def factory(**kwargs):
         if "QueueName" not in kwargs:
-            kwargs["QueueName"] = "test-queue-%s" % short_uid()
+            kwargs["QueueName"] = f"test-queue-{short_uid()}"
 
         response = aws_client.sqs.create_queue(**kwargs)
         url = response["QueueUrl"]
@@ -503,7 +503,7 @@ def sns_create_topic(aws_client):
 
     def _create_topic(**kwargs):
         if "Name" not in kwargs:
-            kwargs["Name"] = "test-topic-%s" % short_uid()
+            kwargs["Name"] = f"test-topic-{short_uid()}"
         response = aws_client.sns.create_topic(**kwargs)
         topic_arns.append(response["TopicArn"])
         return response
diff --git a/localstack-core/localstack/utils/analytics/metadata.py b/localstack-core/localstack/utils/analytics/metadata.py
index 26fa2bab60c16..e5ddec72c73cd 100644
--- a/localstack-core/localstack/utils/analytics/metadata.py
+++ b/localstack-core/localstack/utils/analytics/metadata.py
@@ -41,7 +41,7 @@ def __repr__(self):
             k = "*" * len(k)
         d["api_key"] = k
 
-        return "ClientMetadata(%s)" % d
+        return f"ClientMetadata({d})"
 
 
 def get_version_string() -> str:
diff --git a/localstack-core/localstack/utils/aws/arns.py b/localstack-core/localstack/utils/aws/arns.py
index 76e6fc568d752..ababbd4834b32 100644
--- a/localstack-core/localstack/utils/aws/arns.py
+++ b/localstack-core/localstack/utils/aws/arns.py
@@ -120,7 +120,7 @@ def iam_role_arn(role_name: str, account_id: str, region_name: str) -> str:
         return role_name
     if re.match(f"{ARN_PARTITION_REGEX}:iam::", role_name):
         return role_name
-    return "arn:%s:iam::%s:role/%s" % (get_partition(region_name), account_id, role_name)
+    return f"arn:{get_partition(region_name)}:iam::{account_id}:role/{role_name}"
 
 
 def iam_resource_arn(resource: str, account_id: str, role: str = None) -> str:
@@ -180,13 +180,7 @@ def dynamodb_table_arn(table_name: str, account_id: str, region_name: str) -> st
 def dynamodb_stream_arn(
     table_name: str, latest_stream_label: str, account_id: str, region_name: str
 ) -> str:
-    return "arn:%s:dynamodb:%s:%s:table/%s/stream/%s" % (
-        get_partition(region_name),
-        region_name,
-        account_id,
-        table_name,
-        latest_stream_label,
-    )
+    return f"arn:{get_partition(region_name)}:dynamodb:{region_name}:{account_id}:table/{table_name}/stream/{latest_stream_label}"
 
 
 #
@@ -453,7 +447,7 @@ def s3_bucket_arn(bucket_name_or_arn: str, region="us-east-1") -> str:
 
 def sqs_queue_arn(queue_name: str, account_id: str, region_name: str) -> str:
     queue_name = queue_name.split("/")[-1]
-    return "arn:%s:sqs:%s:%s:%s" % (get_partition(region_name), region_name, account_id, queue_name)
+    return f"arn:{get_partition(region_name)}:sqs:{region_name}:{account_id}:{queue_name}"
 
 
 #
@@ -462,20 +456,13 @@ def sqs_queue_arn(queue_name: str, account_id: str, region_name: str) -> str:
 
 
 def apigateway_restapi_arn(api_id: str, account_id: str, region_name: str) -> str:
-    return "arn:%s:apigateway:%s:%s:/restapis/%s" % (
-        get_partition(region_name),
-        region_name,
-        account_id,
-        api_id,
+    return (
+        f"arn:{get_partition(region_name)}:apigateway:{region_name}:{account_id}:/restapis/{api_id}"
     )
 
 
 def apigateway_invocations_arn(lambda_uri: str, region_name: str) -> str:
-    return "arn:%s:apigateway:%s:lambda:path/2015-03-31/functions/%s/invocations" % (
-        get_partition(region_name),
-        region_name,
-        lambda_uri,
-    )
+    return f"arn:{get_partition(region_name)}:apigateway:{region_name}:lambda:path/2015-03-31/functions/{lambda_uri}/invocations"
 
 
 #
@@ -555,7 +542,7 @@ def lambda_function_name(name_or_arn: str) -> str:
     if ":" in name_or_arn:
         arn = parse_arn(name_or_arn)
         if arn["service"] != "lambda":
-            raise ValueError("arn is not a lambda arn %s" % name_or_arn)
+            raise ValueError(f"arn is not a lambda arn {name_or_arn}")
 
         return parse_arn(name_or_arn)["resource"].split(":")[1]
     else:
diff --git a/localstack-core/localstack/utils/aws/aws_responses.py b/localstack-core/localstack/utils/aws/aws_responses.py
index b33f51933b834..d7bd236019b38 100644
--- a/localstack-core/localstack/utils/aws/aws_responses.py
+++ b/localstack-core/localstack/utils/aws/aws_responses.py
@@ -42,7 +42,7 @@ def requests_error_response_xml(
     xmlns: Optional[str] = None,
 ):
     response = RequestsResponse()
-    xmlns = xmlns or "http://%s.amazonaws.com/doc/2010-03-31/" % service
+    xmlns = xmlns or f"http://{service}.amazonaws.com/doc/2010-03-31/"
     response._content = f"""<ErrorResponse xmlns="{xmlns}"><Error>
         <Type>Sender</Type>
         <Code>{code_string}</Code>
diff --git a/localstack-core/localstack/utils/aws/dead_letter_queue.py b/localstack-core/localstack/utils/aws/dead_letter_queue.py
index 0896dfc4d5d4a..376a0819070a8 100644
--- a/localstack-core/localstack/utils/aws/dead_letter_queue.py
+++ b/localstack-core/localstack/utils/aws/dead_letter_queue.py
@@ -59,11 +59,7 @@ def _send_to_dead_letter_queue(source_arn: str, dlq_arn: str, event: dict, error
         except Exception as e:
             error = e
         if error or not result_code or result_code >= 400:
-            msg = "Unable to send message to dead letter queue %s (code %s): %s" % (
-                queue_url,
-                result_code,
-                error,
-            )
+            msg = f"Unable to send message to dead letter queue {queue_url} (code {result_code}): {error}"
             if "InvalidMessageContents" in str(error):
                 msg += f" - messages: {messages}"
             LOG.info(msg)
diff --git a/localstack-core/localstack/utils/aws/resources.py b/localstack-core/localstack/utils/aws/resources.py
index d18a2ca4b2b0e..9dc489abd5ce7 100644
--- a/localstack-core/localstack/utils/aws/resources.py
+++ b/localstack-core/localstack/utils/aws/resources.py
@@ -86,7 +86,7 @@ def create_api_gateway(
     resources = resources or []
     stage_name = stage_name or "testing"
     usage_plan_name = usage_plan_name or "Basic Usage"
-    description = description or 'Test description for API "%s"' % name
+    description = description or f'Test description for API "{name}"'
 
     LOG.info('Creating API resources under API Gateway "%s".', name)
     api = client.create_rest_api(name=name, description=description)
diff --git a/localstack-core/localstack/utils/aws/templating.py b/localstack-core/localstack/utils/aws/templating.py
index f0da26536ee03..39de5d1a1cf52 100644
--- a/localstack-core/localstack/utils/aws/templating.py
+++ b/localstack-core/localstack/utils/aws/templating.py
@@ -66,7 +66,7 @@ def render_vtl(self, template: str, variables: dict, as_json=False) -> str | dic
         empty_placeholder = " __pLaCe-HoLdEr__ "
         template = re.sub(
             r"([^\s]+)#\$({)?(.*)",
-            r"\1#%s$\2\3" % empty_placeholder,
+            rf"\1#{empty_placeholder}$\2\3",
             template,
             count=re.MULTILINE,
         )
diff --git a/localstack-core/localstack/utils/bootstrap.py b/localstack-core/localstack/utils/bootstrap.py
index 54943abb07c5d..f1929d9091f4c 100644
--- a/localstack-core/localstack/utils/bootstrap.py
+++ b/localstack-core/localstack/utils/bootstrap.py
@@ -427,7 +427,7 @@ def validate_localstack_config(name: str):
 
     def port_exposed(port):
         for exposed in docker_ports:
-            if re.match(r"^([0-9]+-)?%s(-[0-9]+)?$" % port, exposed):
+            if re.match(rf"^([0-9]+-)?{port}(-[0-9]+)?$", exposed):
                 return True
 
     if not port_exposed(edge_port):
@@ -455,7 +455,7 @@ def get_docker_image_to_start():
 
 def extract_port_flags(user_flags, port_mappings: PortMappings):
     regex = r"-p\s+([0-9]+)(\-([0-9]+))?:([0-9]+)(\-([0-9]+))?"
-    matches = re.match(".*%s" % regex, user_flags)
+    matches = re.match(f".*{regex}", user_flags)
     if matches:
         for match in re.findall(regex, user_flags):
             start = int(match[0])
@@ -1115,7 +1115,7 @@ def start(self) -> bool:
     def do_run(self):
         if self.is_container_running():
             raise ContainerExists(
-                'LocalStack container named "%s" is already running' % self.container.name
+                f'LocalStack container named "{self.container.name}" is already running'
             )
 
         config.dirs.mkdirs()
@@ -1156,7 +1156,7 @@ def prepare_docker_start():
     container_name = config.MAIN_CONTAINER_NAME
 
     if DOCKER_CLIENT.is_container_running(container_name):
-        raise ContainerExists('LocalStack container named "%s" is already running' % container_name)
+        raise ContainerExists(f'LocalStack container named "{container_name}" is already running')
 
     config.dirs.mkdirs()
 
diff --git a/localstack-core/localstack/utils/container_utils/docker_cmd_client.py b/localstack-core/localstack/utils/container_utils/docker_cmd_client.py
index 5ae2133826652..166c0d0dbed10 100644
--- a/localstack-core/localstack/utils/container_utils/docker_cmd_client.py
+++ b/localstack-core/localstack/utils/container_utils/docker_cmd_client.py
@@ -202,7 +202,7 @@ def restart_container(self, container_name: str, timeout: int = 10) -> None:
         except subprocess.CalledProcessError as e:
             self._check_and_raise_no_such_container_error(container_name, error=e)
             raise ContainerException(
-                "Docker process returned with errorcode %s" % e.returncode, e.stdout, e.stderr
+                f"Docker process returned with errorcode {e.returncode}", e.stdout, e.stderr
             ) from e
 
     def pause_container(self, container_name: str) -> None:
@@ -214,7 +214,7 @@ def pause_container(self, container_name: str) -> None:
         except subprocess.CalledProcessError as e:
             self._check_and_raise_no_such_container_error(container_name, error=e)
             raise ContainerException(
-                "Docker process returned with errorcode %s" % e.returncode, e.stdout, e.stderr
+                f"Docker process returned with errorcode {e.returncode}", e.stdout, e.stderr
             ) from e
 
     def unpause_container(self, container_name: str) -> None:
@@ -226,7 +226,7 @@ def unpause_container(self, container_name: str) -> None:
         except subprocess.CalledProcessError as e:
             self._check_and_raise_no_such_container_error(container_name, error=e)
             raise ContainerException(
-                "Docker process returned with errorcode %s" % e.returncode, e.stdout, e.stderr
+                f"Docker process returned with errorcode {e.returncode}", e.stdout, e.stderr
             ) from e
 
     def remove_image(self, image: str, force: bool = True) -> None:
@@ -243,7 +243,7 @@ def remove_image(self, image: str, force: bool = True) -> None:
             if any(msg in to_str(e.stdout) for msg in error_messages):
                 raise NoSuchImage(image, stdout=e.stdout, stderr=e.stderr)
             raise ContainerException(
-                "Docker process returned with errorcode %s" % e.returncode, e.stdout, e.stderr
+                f"Docker process returned with errorcode {e.returncode}", e.stdout, e.stderr
             ) from e
 
     def commit(
@@ -262,7 +262,7 @@ def commit(
         except subprocess.CalledProcessError as e:
             self._check_and_raise_no_such_container_error(container_name_or_id, error=e)
             raise ContainerException(
-                "Docker process returned with errorcode %s" % e.returncode, e.stdout, e.stderr
+                f"Docker process returned with errorcode {e.returncode}", e.stdout, e.stderr
             ) from e
 
     def remove_container(self, container_name: str, force=True, check_existence=False) -> None:
@@ -282,7 +282,7 @@ def remove_container(self, container_name: str, force=True, check_existence=Fals
             if not force:
                 self._check_and_raise_no_such_container_error(container_name, error=e)
             raise ContainerException(
-                "Docker process returned with errorcode %s" % e.returncode, e.stdout, e.stderr
+                f"Docker process returned with errorcode {e.returncode}", e.stdout, e.stderr
             ) from e
 
     def list_containers(self, filter: Union[list[str], str, None] = None, all=True) -> list[dict]:
@@ -301,7 +301,7 @@ def list_containers(self, filter: Union[list[str], str, None] = None, all=True)
             cmd_result = run(cmd).strip()
         except subprocess.CalledProcessError as e:
             raise ContainerException(
-                "Docker process returned with errorcode %s" % e.returncode, e.stdout, e.stderr
+                f"Docker process returned with errorcode {e.returncode}", e.stdout, e.stderr
             ) from e
         container_list = []
         if cmd_result:
@@ -355,7 +355,7 @@ def copy_from_container(
             if re.match(".*container .+ does not exist", to_str(e.stdout)):
                 raise NoSuchContainer(container_name, stdout=e.stdout, stderr=e.stderr)
             raise ContainerException(
-                "Docker process returned with errorcode %s" % e.returncode, e.stdout, e.stderr
+                f"Docker process returned with errorcode {e.returncode}", e.stdout, e.stderr
             ) from e
 
     def pull_image(
@@ -384,7 +384,7 @@ def pull_image(
             if "Trying to pull" in stdout_str and "access to the resource is denied" in stdout_str:
                 raise NoSuchImage(docker_image, stdout=e.stdout, stderr=e.stderr)
             raise ContainerException(
-                "Docker process returned with errorcode %s" % e.returncode, e.stdout, e.stderr
+                f"Docker process returned with errorcode {e.returncode}", e.stdout, e.stderr
             ) from e
 
     def push_image(self, docker_image: str) -> None:
@@ -478,7 +478,7 @@ def get_container_logs(self, container_name_or_id: str, safe=False) -> str:
                 return ""
             self._check_and_raise_no_such_container_error(container_name_or_id, error=e)
             raise ContainerException(
-                "Docker process returned with errorcode %s" % e.returncode, e.stdout, e.stderr
+                f"Docker process returned with errorcode {e.returncode}", e.stdout, e.stderr
             ) from e
 
     def stream_container_logs(self, container_name_or_id: str) -> CancellableStream:
@@ -503,7 +503,7 @@ def _inspect_object(self, object_name_or_id: str) -> dict[str, Union[dict, list,
             if "no such object" in to_str(e.stdout).lower():
                 raise NoSuchObject(object_name_or_id, stdout=e.stdout, stderr=e.stderr)
             raise ContainerException(
-                "Docker process returned with errorcode %s" % e.returncode, e.stdout, e.stderr
+                f"Docker process returned with errorcode {e.returncode}", e.stdout, e.stderr
             ) from e
         object_data = json.loads(cmd_result.strip())
         if isinstance(object_data, list):
@@ -556,7 +556,7 @@ def create_network(self, network_name: str) -> str:
             return run(cmd).strip()
         except subprocess.CalledProcessError as e:
             raise ContainerException(
-                "Docker process returned with errorcode %s" % e.returncode, e.stdout, e.stderr
+                f"Docker process returned with errorcode {e.returncode}", e.stdout, e.stderr
             ) from e
 
     def delete_network(self, network_name: str) -> None:
@@ -570,7 +570,7 @@ def delete_network(self, network_name: str) -> None:
                 raise NoSuchNetwork(network_name=network_name)
             else:
                 raise ContainerException(
-                    "Docker process returned with errorcode %s" % e.returncode, e.stdout, e.stderr
+                    f"Docker process returned with errorcode {e.returncode}", e.stdout, e.stderr
                 ) from e
 
     def inspect_network(self, network_name: str) -> dict[str, Union[dict, str]]:
@@ -607,7 +607,7 @@ def connect_container_to_network(
                 raise NoSuchNetwork(network_name=network_name)
             self._check_and_raise_no_such_container_error(container_name_or_id, error=e)
             raise ContainerException(
-                "Docker process returned with errorcode %s" % e.returncode, e.stdout, e.stderr
+                f"Docker process returned with errorcode {e.returncode}", e.stdout, e.stderr
             ) from e
 
     def disconnect_container_from_network(
@@ -625,7 +625,7 @@ def disconnect_container_from_network(
                 raise NoSuchNetwork(network_name=network_name)
             self._check_and_raise_no_such_container_error(container_name_or_id, error=e)
             raise ContainerException(
-                "Docker process returned with errorcode %s" % e.returncode, e.stdout, e.stderr
+                f"Docker process returned with errorcode {e.returncode}", e.stdout, e.stderr
             ) from e
 
     def get_container_ip(self, container_name_or_id: str) -> str:
@@ -645,7 +645,7 @@ def get_container_ip(self, container_name_or_id: str) -> str:
             if "no such object" in to_str(e.stdout).lower():
                 raise NoSuchContainer(container_name_or_id, stdout=e.stdout, stderr=e.stderr)
             raise ContainerException(
-                "Docker process returned with errorcode %s" % e.returncode, e.stdout, e.stderr
+                f"Docker process returned with errorcode {e.returncode}", e.stdout, e.stderr
             ) from e
 
     def login(self, username: str, password: str, registry: Optional[str] = None) -> None:
@@ -658,7 +658,7 @@ def login(self, username: str, password: str, registry: Optional[str] = None) ->
             run(cmd)
         except subprocess.CalledProcessError as e:
             raise ContainerException(
-                "Docker process returned with errorcode %s" % e.returncode, e.stdout, e.stderr
+                f"Docker process returned with errorcode {e.returncode}", e.stdout, e.stderr
             ) from e
 
     @functools.cache
@@ -684,7 +684,7 @@ def create_container(self, image_name: str, **kwargs) -> str:
             if any(msg in to_str(e.stdout) for msg in error_messages):
                 raise NoSuchImage(image_name, stdout=e.stdout, stderr=e.stderr)
             raise ContainerException(
-                "Docker process returned with errorcode %s" % e.returncode, e.stdout, e.stderr
+                f"Docker process returned with errorcode {e.returncode}", e.stdout, e.stderr
             ) from e
         finally:
             Util.rm_env_vars_file(env_file)
@@ -791,7 +791,7 @@ def _run_async_cmd(
             if any(msg.lower() in to_str(e.stderr).lower() for msg in error_messages):
                 raise NoSuchContainer(container_name, stdout=e.stdout, stderr=e.stderr)
             raise ContainerException(
-                "Docker process returned with errorcode %s" % e.returncode, e.stdout, e.stderr
+                f"Docker process returned with errorcode {e.returncode}", e.stdout, e.stderr
             ) from e
 
     def _build_run_create_cmd(
diff --git a/localstack-core/localstack/utils/crypto.py b/localstack-core/localstack/utils/crypto.py
index 88fd2ead0ac9c..dc9f50947c905 100644
--- a/localstack-core/localstack/utils/crypto.py
+++ b/localstack-core/localstack/utils/crypto.py
@@ -43,8 +43,8 @@ def all_exist(*files):
         return all(os.path.exists(f) for f in files)
 
     def store_cert_key_files(base_filename):
-        key_file_name = "%s.key" % base_filename
-        cert_file_name = "%s.crt" % base_filename
+        key_file_name = f"{base_filename}.key"
+        cert_file_name = f"{base_filename}.crt"
         # TODO: Cleaner code to load the cert dynamically
         # extract key and cert from target_file and store into separate files
         content = load_file(target_file)
@@ -74,9 +74,9 @@ def store_cert_key_files(base_filename):
             return target_file, cert_file_name, key_file_name
     if random and target_file:
         if "." in target_file:
-            target_file = target_file.replace(".", ".%s." % short_uid(), 1)
+            target_file = target_file.replace(".", f".{short_uid()}.", 1)
         else:
-            target_file = "%s.%s" % (target_file, short_uid())
+            target_file = f"{target_file}.{short_uid()}"
 
     # create a key pair
     k = crypto.PKey()
@@ -123,10 +123,10 @@ def store_cert_key_files(base_filename):
     key_file.write(to_str(crypto.dump_privatekey(crypto.FILETYPE_PEM, k)))
     cert_file_content = cert_file.getvalue().strip()
     key_file_content = key_file.getvalue().strip()
-    file_content = "%s\n%s" % (key_file_content, cert_file_content)
+    file_content = f"{key_file_content}\n{cert_file_content}"
     if target_file:
-        key_file_name = "%s.key" % target_file
-        cert_file_name = "%s.crt" % target_file
+        key_file_name = f"{target_file}.key"
+        cert_file_name = f"{target_file}.crt"
         # check existence to avoid permission denied issues:
         # https://github.com/localstack/localstack/issues/1607
         if not all_exist(target_file, key_file_name, cert_file_name):
@@ -145,9 +145,9 @@ def store_cert_key_files(base_filename):
                         e,
                     )
                     # Fix for https://github.com/localstack/localstack/issues/1743
-                    target_file = "%s.pem" % new_tmp_file()
-                    key_file_name = "%s.key" % target_file
-                    cert_file_name = "%s.crt" % target_file
+                    target_file = f"{new_tmp_file()}.pem"
+                    key_file_name = f"{target_file}.key"
+                    cert_file_name = f"{target_file}.crt"
             TMP_FILES.append(target_file)
             TMP_FILES.append(key_file_name)
             TMP_FILES.append(cert_file_name)
diff --git a/localstack-core/localstack/utils/diagnose.py b/localstack-core/localstack/utils/diagnose.py
index e75dfd2163daa..de4aa912d7916 100644
--- a/localstack-core/localstack/utils/diagnose.py
+++ b/localstack-core/localstack/utils/diagnose.py
@@ -134,7 +134,7 @@ def traverse_file_tree(root: str) -> list[str]:
                 result.append(dirpath)
         return result
     except Exception as e:
-        return ["traversing files failed %s" % e]
+        return [f"traversing files failed {e}"]
 
 
 def get_docker_image_details() -> dict[str, str]:
diff --git a/localstack-core/localstack/utils/files.py b/localstack-core/localstack/utils/files.py
index 3fbb271dd5d59..1a75583c46f1c 100644
--- a/localstack-core/localstack/utils/files.py
+++ b/localstack-core/localstack/utils/files.py
@@ -201,7 +201,7 @@ def rm_rf(path: str):
     # Running the native command can be an order of magnitude faster in Alpine on Travis-CI
     if is_debian():
         try:
-            return run('rm -rf "%s"' % path)
+            return run(f'rm -rf "{path}"')
         except Exception:
             pass
     # Make sure all files are writeable and dirs executable to remove
@@ -247,11 +247,7 @@ def _copystat(*args, **kwargs):
     except Exception as e:
 
         def _info(_path):
-            return "%s (file=%s, symlink=%s)" % (
-                _path,
-                os.path.isfile(_path),
-                os.path.islink(_path),
-            )
+            return f"{_path} (file={os.path.isfile(_path)}, symlink={os.path.islink(_path)})"
 
         LOG.debug("Error copying files from %s to %s: %s", _info(src), _info(dst), e)
         raise
diff --git a/localstack-core/localstack/utils/functions.py b/localstack-core/localstack/utils/functions.py
index 63706cf9d44c0..ffdc1aec99d40 100644
--- a/localstack-core/localstack/utils/functions.py
+++ b/localstack-core/localstack/utils/functions.py
@@ -32,7 +32,7 @@ def call_safe(
     :return: whatever the func returns
     """
     if exception_message is None:
-        exception_message = "error calling function %s" % func.__name__
+        exception_message = f"error calling function {func.__name__}"
     if args is None:
         args = ()
     if kwargs is None:
diff --git a/localstack-core/localstack/utils/http.py b/localstack-core/localstack/utils/http.py
index 18a69df95d4dc..330a559194d47 100644
--- a/localstack-core/localstack/utils/http.py
+++ b/localstack-core/localstack/utils/http.py
@@ -43,12 +43,12 @@ def create_chunked_data(data, chunk_size: int = 80):
     dl = len(data)
     ret = ""
     for i in range(dl // chunk_size):
-        ret += "%s\r\n" % (hex(chunk_size)[2:])
-        ret += "%s\r\n\r\n" % (data[i * chunk_size : (i + 1) * chunk_size])
+        ret += f"{hex(chunk_size)[2:]}\r\n"
+        ret += f"{data[i * chunk_size : (i + 1) * chunk_size]}\r\n\r\n"
 
     if len(data) % chunk_size != 0:
-        ret += "%s\r\n" % (hex(len(data) % chunk_size)[2:])
-        ret += "%s\r\n" % (data[-(len(data) % chunk_size) :])
+        ret += f"{hex(len(data) % chunk_size)[2:]}\r\n"
+        ret += f"{data[-(len(data) % chunk_size) :]}\r\n"
 
     ret += "0\r\n\r\n"
     return ret
@@ -202,7 +202,7 @@ def download(
         r = s.get(url, stream=True, verify=_verify, timeout=timeout, headers=request_headers)
         # check status code before attempting to read body
         if not r.ok:
-            raise Exception("Failed to download %s, response code %s" % (url, r.status_code))
+            raise Exception(f"Failed to download {url}, response code {r.status_code}")
 
         total_size = 0
         if r.headers.get("Content-Length"):
diff --git a/localstack-core/localstack/utils/net.py b/localstack-core/localstack/utils/net.py
index 52ce505b6c248..fd55d9d5ec9c0 100644
--- a/localstack-core/localstack/utils/net.py
+++ b/localstack-core/localstack/utils/net.py
@@ -164,8 +164,9 @@ def check():
         status = is_port_open(port, http_path=http_path, expect_success=expect_success)
         if bool(status) != (not expect_closed):
             raise Exception(
-                "Port %s (path: %s) was not %s"
-                % (port, http_path, "closed" if expect_closed else "open")
+                "Port {} (path: {}) was not {}".format(
+                    port, http_path, "closed" if expect_closed else "open"
+                )
             )
 
     return retry(check, sleep=sleep_time, retries=retries)
diff --git a/localstack-core/localstack/utils/objects.py b/localstack-core/localstack/utils/objects.py
index 46d0d0abd73e6..14e747fee72e0 100644
--- a/localstack-core/localstack/utils/objects.py
+++ b/localstack-core/localstack/utils/objects.py
@@ -163,7 +163,7 @@ def keys_to(
     skip_children_of = ensure_list(skip_children_of or [])
 
     def fix_keys(o, path="", **kwargs):
-        if any(re.match(r"(^|.*\.)%s($|[.\[].*)" % k, path) for k in skip_children_of):
+        if any(re.match(rf"(^|.*\.){k}($|[.\[].*)", path) for k in skip_children_of):
             return o
         if isinstance(o, dict):
             for k, v in dict(o).items():
diff --git a/localstack-core/localstack/utils/run.py b/localstack-core/localstack/utils/run.py
index 6fac801a68400..1d220696020f4 100644
--- a/localstack-core/localstack/utils/run.py
+++ b/localstack-core/localstack/utils/run.py
@@ -114,7 +114,7 @@ def pipe_streams(*args):
         return process
     except subprocess.CalledProcessError as e:
         if print_error:
-            print("ERROR: '%s': exit code %s; output: %s" % (cmd, e.returncode, e.output))
+            print(f"ERROR: '{cmd}': exit code {e.returncode}; output: {e.output}")
             sys.stdout.flush()
         raise e
 
@@ -268,7 +268,7 @@ def convert_line(line):
             if self.strip_color:
                 # strip color codes
                 line = re.sub(r"\x1b(\[.*?[@-~]|\].*?(\x07|\x1b\\))", "", line)
-            return "%s\r\n" % line.strip()
+            return f"{line.strip()}\r\n"
 
         def filter_line(line):
             """Return True if this line should be filtered, i.e., not printed"""
diff --git a/localstack-core/localstack/utils/serving.py b/localstack-core/localstack/utils/serving.py
index 529e380518f88..e85498cc12021 100644
--- a/localstack-core/localstack/utils/serving.py
+++ b/localstack-core/localstack/utils/serving.py
@@ -44,7 +44,7 @@ def protocol(self):
 
     @property
     def url(self):
-        return "%s://%s:%s" % (self.protocol, self.host, self.port)
+        return f"{self.protocol}://{self.host}:{self.port}"
 
     def get_error(self) -> Optional[Exception]:
         """
diff --git a/localstack-core/localstack/utils/strings.py b/localstack-core/localstack/utils/strings.py
index 71be5ece96190..bd63f593fc43a 100644
--- a/localstack-core/localstack/utils/strings.py
+++ b/localstack-core/localstack/utils/strings.py
@@ -42,7 +42,7 @@ def to_bytes(obj: Union[str, bytes], encoding: str = DEFAULT_ENCODING, errors="s
 
 def truncate(data: str, max_length: int = 100) -> str:
     data = str(data or "")
-    return ("%s..." % data[:max_length]) if len(data) > max_length else data
+    return (f"{data[:max_length]}...") if len(data) > max_length else data
 
 
 def is_string(s, include_unicode=True, exclude_binary=False):
@@ -104,11 +104,11 @@ def _convert(obj, **kwargs):
 
 
 def first_char_to_lower(s: str) -> str:
-    return s and "%s%s" % (s[0].lower(), s[1:])
+    return s and f"{s[0].lower()}{s[1:]}"
 
 
 def first_char_to_upper(s: str) -> str:
-    return s and "%s%s" % (s[0].upper(), s[1:])
+    return s and f"{s[0].upper()}{s[1:]}"
 
 
 def str_to_bool(value):
@@ -121,13 +121,13 @@ def str_to_bool(value):
 
 def str_insert(string, index, content):
     """Insert a substring into an existing string at a certain index."""
-    return "%s%s%s" % (string[:index], content, string[index:])
+    return f"{string[:index]}{content}{string[index:]}"
 
 
 def str_remove(string, index, end_index=None):
     """Remove a substring from an existing string at a certain from-to index range."""
     end_index = end_index or (index + 1)
-    return "%s%s" % (string[:index], string[end_index:])
+    return f"{string[:index]}{string[end_index:]}"
 
 
 def str_startswith_ignore_case(value: str, prefix: str) -> bool:
diff --git a/localstack-core/localstack/utils/testutil.py b/localstack-core/localstack/utils/testutil.py
index 1da5cb9950e61..db8ca34c1c292 100644
--- a/localstack-core/localstack/utils/testutil.py
+++ b/localstack-core/localstack/utils/testutil.py
@@ -94,7 +94,7 @@ def create_lambda_archive(
         chmod_r(script_file, 0o777)
         # copy libs
         for lib in libs:
-            paths = [lib, "%s.py" % lib]
+            paths = [lib, f"{lib}.py"]
             try:
                 module = importlib.import_module(lib)
                 paths.append(module.__file__)
@@ -382,7 +382,7 @@ def assert_object(expected_object, all_objects):
         all_objects = [all_objects]
     found = find_object(expected_object, all_objects)
     if not found:
-        raise Exception("Expected object not found: %s in list %s" % (expected_object, all_objects))
+        raise Exception(f"Expected object not found: {expected_object} in list {all_objects}")
 
 
 def find_object(expected_object, object_list):
@@ -522,8 +522,7 @@ def check_expected_lambda_log_events_length(
     events = [line for line in events if line not in ["\x1b[0m", "\\x1b[0m"]]
     if len(events) != expected_length:
         print(
-            "Invalid # of Lambda %s log events: %s / %s: %s"
-            % (
+            "Invalid # of Lambda {} log events: {} / {}: {}".format(
                 function_name,
                 len(events),
                 expected_length,
diff --git a/localstack-core/localstack/utils/time.py b/localstack-core/localstack/utils/time.py
index 6e59a04a18f98..3ab8804febd90 100644
--- a/localstack-core/localstack/utils/time.py
+++ b/localstack-core/localstack/utils/time.py
@@ -52,7 +52,7 @@ def parse_timestamp(ts_str: str) -> datetime:
             return datetime.strptime(ts_str, ts_format)
         except ValueError:
             pass
-    raise Exception("Unable to parse timestamp string with any known formats: %s" % ts_str)
+    raise Exception(f"Unable to parse timestamp string with any known formats: {ts_str}")
 
 
 def now(millis: bool = False, tz: Optional[tzinfo] = None) -> int:
diff --git a/localstack-core/localstack/utils/xray/traceid.py b/localstack-core/localstack/utils/xray/traceid.py
index dbc4b0fa7d644..7c8dc236fe254 100644
--- a/localstack-core/localstack/utils/xray/traceid.py
+++ b/localstack-core/localstack/utils/xray/traceid.py
@@ -29,7 +29,7 @@ def to_id(self):
         """
         Convert TraceId object to a string.
         """
-        return "%s%s%s%s%s" % (
+        return "{}{}{}{}{}".format(
             TraceId.VERSION,
             TraceId.DELIMITER,
             format(self.start_time, "x"),
diff --git a/pyproject.toml b/pyproject.toml
index 1f36f6701f6ab..4640602c8795a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -217,7 +217,6 @@ ignore = [
     "E501", # E501 Line too long - handled by black, see https://docs.astral.sh/ruff/faq/#is-ruff-compatible-with-black
     "T201", # TODO `print` found
     "T203", # TODO `pprint` found
-    "UP031",# TODO Use format specifiers instead of percent format
     "UP038",# TODO Use `X | Y` in `isinstance` call instead of `(X, Y)`
 ]
 select = ["B", "C", "E", "F", "I", "W", "T", "B9", "G", "UP"]
diff --git a/tests/aws/services/apigateway/test_apigateway_stepfunctions.py b/tests/aws/services/apigateway/test_apigateway_stepfunctions.py
index 985219697aaf8..cfdcf0a072ed5 100644
--- a/tests/aws/services/apigateway/test_apigateway_stepfunctions.py
+++ b/tests/aws/services/apigateway/test_apigateway_stepfunctions.py
@@ -132,13 +132,12 @@ def _prepare_integration(request_template=None, response_template=None):
         url = api_invoke_url(api_id=rest_api, stage="dev", path="/")
 
         req_template = {
-            "application/json": """
-            {
+            "application/json": f"""
+            {{
             "input": "$util.escapeJavaScript($input.json('$'))",
-            "stateMachineArn": "%s"
-            }
+            "stateMachineArn": "{sm_arn}"
+            }}
             """
-            % sm_arn
         }
         match action:
             case "StartExecution":
diff --git a/tests/aws/services/cloudformation/test_change_set_fn_transform.py b/tests/aws/services/cloudformation/test_change_set_fn_transform.py
index d4bcee3a2dfa8..e3328b407dacb 100644
--- a/tests/aws/services/cloudformation/test_change_set_fn_transform.py
+++ b/tests/aws/services/cloudformation/test_change_set_fn_transform.py
@@ -62,10 +62,7 @@ def test_embedded_fn_transform_include(
         file = tmp_path / "bucket_definition.yml"
 
         if include_format == "json":
-            template = (
-                '{"Parameter": { "Type": "AWS::SSM::Parameter","Properties": {"Name": "%s", "Type": "String", "Value": "foo"}}}'
-                % name2
-            )
+            template = f'{{"Parameter": {{ "Type": "AWS::SSM::Parameter","Properties": {{"Name": "{name2}", "Type": "String", "Value": "foo"}}}}}}'
         else:
             template = f"""
             Parameter2:
diff --git a/tests/aws/services/cloudwatch/test_cloudwatch.py b/tests/aws/services/cloudwatch/test_cloudwatch.py
index ff8240c3aaa6a..5bb37ac24e57c 100644
--- a/tests/aws/services/cloudwatch/test_cloudwatch.py
+++ b/tests/aws/services/cloudwatch/test_cloudwatch.py
@@ -80,8 +80,8 @@ def test_put_metric_data_gzip(self, aws_client, region_name):
         namespace = "namespace"
         data = (
             "Action=PutMetricData&MetricData.member.1."
-            "MetricName=%s&MetricData.member.1.Value=1&"
-            "Namespace=%s&Version=2010-08-01" % (metric_name, namespace)
+            f"MetricName={metric_name}&MetricData.member.1.Value=1&"
+            f"Namespace={namespace}&Version=2010-08-01"
         )
         bytes_data = bytes(data, encoding="utf-8")
         encoded_data = gzip.compress(bytes_data)
diff --git a/tests/aws/services/dynamodb/test_dynamodb.py b/tests/aws/services/dynamodb/test_dynamodb.py
index bbf212b035820..9da8ff06096c4 100644
--- a/tests/aws/services/dynamodb/test_dynamodb.py
+++ b/tests/aws/services/dynamodb/test_dynamodb.py
@@ -94,7 +94,7 @@ def test_large_data_download(self, aws_client, ddb_test_table):
         # Create a large amount of items
         num_items = 20
         for i in range(0, num_items):
-            item = {PARTITION_KEY: {"S": "id%s" % i}, "data1": {"S": "foobar123 " * 1000}}
+            item = {PARTITION_KEY: {"S": f"id{i}"}, "data1": {"S": "foobar123 " * 1000}}
             aws_client.dynamodb.put_item(TableName=ddb_test_table, Item=item)
 
         # Retrieve the items. The data will be transmitted to the client with chunked transfer encoding
@@ -251,7 +251,7 @@ def test_time_to_live(self, aws_client, ddb_test_table):
 
     @markers.aws.only_localstack
     def test_list_tags_of_resource(self, aws_client):
-        table_name = "ddb-table-%s" % short_uid()
+        table_name = f"ddb-table-{short_uid()}"
 
         rs = aws_client.dynamodb.create_table(
             TableName=table_name,
diff --git a/tests/aws/services/kinesis/test_kinesis.py b/tests/aws/services/kinesis/test_kinesis.py
index 07c0b28046741..36ff14146a253 100644
--- a/tests/aws/services/kinesis/test_kinesis.py
+++ b/tests/aws/services/kinesis/test_kinesis.py
@@ -807,7 +807,7 @@ def process_records(records):
             num_events_kinesis = 10
             kinesis.put_records(
                 Records=[
-                    {"Data": "{}", "PartitionKey": "test_%s" % i}
+                    {"Data": "{}", "PartitionKey": f"test_{i}"}
                     for i in range(0, num_events_kinesis)
                 ],
                 StreamName=stream_name,
diff --git a/tests/aws/services/resource_groups/test_resource_groups.py b/tests/aws/services/resource_groups/test_resource_groups.py
index c9fa7a10163be..9fa963f28cdf4 100644
--- a/tests/aws/services/resource_groups/test_resource_groups.py
+++ b/tests/aws/services/resource_groups/test_resource_groups.py
@@ -35,7 +35,7 @@ def sqs_create_queue_in_region(aws_client_factory):
 
     def factory(region, **kwargs):
         if "QueueName" not in kwargs:
-            kwargs["QueueName"] = "test-queue-%s" % short_uid()
+            kwargs["QueueName"] = f"test-queue-{short_uid()}"
         response = aws_client_factory(region_name=region).sqs.create_queue(**kwargs)
         url = response["QueueUrl"]
         region_queue_urls.setdefault(region, []).append(url)
diff --git a/tests/aws/services/route53/test_route53.py b/tests/aws/services/route53/test_route53.py
index 51d63782b6dc3..93872854ed140 100644
--- a/tests/aws/services/route53/test_route53.py
+++ b/tests/aws/services/route53/test_route53.py
@@ -146,7 +146,7 @@ def test_associate_vpc_with_hosted_zone(
         ]
         expected = {
             "HostedZoneId": zone_id,
-            "Name": "%s." % name,
+            "Name": f"{name}.",
             "Owner": {"OwningAccount": account_id},
         }
         assert expected in result
@@ -154,9 +154,7 @@ def test_associate_vpc_with_hosted_zone(
         # list zones by name
         result = aws_client.route53.list_hosted_zones_by_name(DNSName=name).get("HostedZones")
         assert result[0]["Name"] == "zone123."
-        result = aws_client.route53.list_hosted_zones_by_name(DNSName="%s." % name).get(
-            "HostedZones"
-        )
+        result = aws_client.route53.list_hosted_zones_by_name(DNSName=f"{name}.").get("HostedZones")
         assert result[0]["Name"] == "zone123."
 
         # assert that VPC is attached in Zone response
@@ -194,13 +192,13 @@ def test_reusable_delegation_sets(self, aws_client):
 
         sets_before = client.list_reusable_delegation_sets().get("DelegationSets", [])
 
-        call_ref_1 = "c-%s" % short_uid()
+        call_ref_1 = f"c-{short_uid()}"
         result_1 = client.create_reusable_delegation_set(CallerReference=call_ref_1)[
             "DelegationSet"
         ]
         set_id_1 = result_1["Id"]
 
-        call_ref_2 = "c-%s" % short_uid()
+        call_ref_2 = f"c-{short_uid()}"
         result_2 = client.create_reusable_delegation_set(CallerReference=call_ref_2)[
             "DelegationSet"
         ]
diff --git a/tests/aws/services/s3/test_s3_notifications_sqs.py b/tests/aws/services/s3/test_s3_notifications_sqs.py
index 2c04d42aec05c..a506580a1a6a7 100644
--- a/tests/aws/services/s3/test_s3_notifications_sqs.py
+++ b/tests/aws/services/s3/test_s3_notifications_sqs.py
@@ -158,7 +158,7 @@ def sqs_create_queue_with_client():
 
     def factory(sqs_client, **kwargs):
         if "QueueName" not in kwargs:
-            kwargs["QueueName"] = "test-queue-%s" % short_uid()
+            kwargs["QueueName"] = f"test-queue-{short_uid()}"
 
         response = sqs_client.create_queue(**kwargs)
         url = response["QueueUrl"]
@@ -221,8 +221,8 @@ def test_object_created_copy(
         queue_url = sqs_create_queue()
         s3_create_sqs_bucket_notification(s3_bucket, queue_url, ["s3:ObjectCreated:Copy"])
 
-        src_key = "src-dest-%s" % short_uid()
-        dest_key = "key-dest-%s" % short_uid()
+        src_key = f"src-dest-{short_uid()}"
+        dest_key = f"key-dest-{short_uid()}"
 
         aws_client.s3.put_object(Bucket=s3_bucket, Key=src_key, Body="something")
 
@@ -315,7 +315,7 @@ def test_delete_objects(
         queue_url = sqs_create_queue()
         s3_create_sqs_bucket_notification(s3_bucket, queue_url, ["s3:ObjectRemoved:*"])
 
-        key = "key-%s" % short_uid()
+        key = f"key-{short_uid()}"
 
         aws_client.s3.put_object(Bucket=s3_bucket, Key=key, Body="something")
 
@@ -528,7 +528,7 @@ def test_object_tagging_delete_event(
         queue_url = sqs_create_queue()
         s3_create_sqs_bucket_notification(s3_bucket, queue_url, ["s3:ObjectTagging:Delete"])
 
-        dest_key = "key-dest-%s" % short_uid()
+        dest_key = f"key-dest-{short_uid()}"
 
         aws_client.s3.put_object(Bucket=s3_bucket, Key=dest_key, Body="FooBarBlitz")
 
diff --git a/tests/aws/test_integration.py b/tests/aws/test_integration.py
index f81a8383c4f13..cf8e929672c33 100644
--- a/tests/aws/test_integration.py
+++ b/tests/aws/test_integration.py
@@ -86,7 +86,7 @@ def test_firehose_s3(
         bucket_name = s3_create_bucket()
 
         s3_prefix = "/testdata"
-        test_data = '{"test": "firehose_data_%s"}' % short_uid()
+        test_data = f'{{"test": "firehose_data_{short_uid()}"}}'
         # create Firehose stream
         stream = firehose_create_delivery_stream(
             DeliveryStreamName=stream_name,
@@ -122,7 +122,7 @@ def test_firehose_extended_s3(
         bucket_name = s3_create_bucket()
 
         s3_prefix = "/testdata2"
-        test_data = '{"test": "firehose_data_%s"}' % short_uid()
+        test_data = f'{{"test": "firehose_data_{short_uid()}"}}'
         # create Firehose stream
         stream = firehose_create_delivery_stream(
             DeliveryStreamName=stream_name,
@@ -160,7 +160,7 @@ def test_firehose_kinesis_to_s3(
         kinesis_stream_name = kinesis_create_stream()
 
         s3_prefix = "/testdata"
-        test_data = '{"test": "firehose_data_%s"}' % short_uid()
+        test_data = f'{{"test": "firehose_data_{short_uid()}"}}'
 
         # create Firehose stream
         stream = aws_client.firehose.create_delivery_stream(
@@ -462,10 +462,7 @@ def process_records(records):
 
         def check_events():
             if len(events) != num_events:
-                msg = "DynamoDB updates retrieved (actual/expected): %s/%s" % (
-                    len(events),
-                    num_events,
-                )
+                msg = f"DynamoDB updates retrieved (actual/expected): {len(events)}/{num_events}"
                 LOGGER.warning(msg)
             assert len(events) == num_events
             event_items = [json.loads(base64.b64decode(e["data"])) for e in events]
@@ -481,7 +478,7 @@ def check_events():
 
             for i, event in enumerate(inserts):
                 assert "old_image" not in event
-                item_id = "testId%d" % i
+                item_id = f"testId{i:d}"
                 matching = [i for i in inserts if i["new_image"]["id"] == item_id][0]
                 assert matching["new_image"] == {"id": item_id, "data": "foobar123"}
 
@@ -529,7 +526,7 @@ def found(update):
 
             for i, event in enumerate(removes):
                 assert "new_image" not in event
-                item_id = "testId%d" % i
+                item_id = f"testId{i:d}"
                 matching = [i for i in removes if i["old_image"]["id"] == item_id][0]
                 assert matching["old_image"] == {"id": item_id, "data": "foobar123"}
 
@@ -584,9 +581,9 @@ def test_kinesis_lambda_forward_chain(
     )
 
     # publish test record
-    test_data = {"test_data": "forward_chain_data_%s with 'quotes\\\"" % short_uid()}
+    test_data = {"test_data": f"forward_chain_data_{short_uid()} with 'quotes\\\""}
     data = clone(test_data)
-    data[lambda_integration.MSG_BODY_MESSAGE_TARGET] = "kinesis:%s" % stream2_name
+    data[lambda_integration.MSG_BODY_MESSAGE_TARGET] = f"kinesis:{stream2_name}"
     LOGGER.debug("put record")
     aws_client.kinesis.put_record(
         Data=to_bytes(json.dumps(data)),
diff --git a/tests/aws/test_multiregion.py b/tests/aws/test_multiregion.py
index 73dd75db6aa0c..2dab153598529 100644
--- a/tests/aws/test_multiregion.py
+++ b/tests/aws/test_multiregion.py
@@ -24,7 +24,7 @@ def test_multi_region_sns(self, aws_client_factory):
         len_1 = len(sns_1.list_topics()["Topics"])
         len_2 = len(sns_2.list_topics()["Topics"])
 
-        topic_name1 = "t-%s" % short_uid()
+        topic_name1 = f"t-{short_uid()}"
         sns_1.create_topic(Name=topic_name1)
         result1 = sns_1.list_topics()["Topics"]
         result2 = sns_2.list_topics()["Topics"]
@@ -32,7 +32,7 @@ def test_multi_region_sns(self, aws_client_factory):
         assert len(result2) == len_2
         assert REGION1 in result1[0]["TopicArn"]
 
-        topic_name2 = "t-%s" % short_uid()
+        topic_name2 = f"t-{short_uid()}"
         sns_2.create_topic(Name=topic_name2)
         result2 = sns_2.list_topics()["Topics"]
         assert len(result2) == len_2 + 1
@@ -48,20 +48,20 @@ def test_multi_region_api_gateway(self, aws_client_factory, account_id):
         len_1 = len(gw_1.get_rest_apis()["items"])
         len_2 = len(gw_2.get_rest_apis()["items"])
 
-        api_name1 = "a-%s" % short_uid()
+        api_name1 = f"a-{short_uid()}"
         gw_1.create_rest_api(name=api_name1)
         result1 = gw_1.get_rest_apis()["items"]
         assert len(result1) == len_1 + 1
         assert len(gw_2.get_rest_apis()["items"]) == len_2
 
-        api_name2 = "a-%s" % short_uid()
+        api_name2 = f"a-{short_uid()}"
         gw_2.create_rest_api(name=api_name2)
         result2 = gw_2.get_rest_apis()["items"]
         assert len(gw_1.get_rest_apis()["items"]) == len_1 + 1
         assert len(result2) == len_2 + 1
 
-        api_name3 = "a-%s" % short_uid()
-        queue_name1 = "q-%s" % short_uid()
+        api_name3 = f"a-{short_uid()}"
+        queue_name1 = f"q-{short_uid()}"
         sqs_1.create_queue(QueueName=queue_name1)
         queue_arn = arns.sqs_queue_arn(queue_name1, region_name=REGION3, account_id=account_id)
 
@@ -88,8 +88,5 @@ def test_multi_region_api_gateway(self, aws_client_factory, account_id):
         assert json.loads(to_str(base64.b64decode(to_str(messages[0]["Body"])))) == test_data
 
     def _gateway_request_url(self, api_id, stage_name, path):
-        pattern = "%s/restapis/{api_id}/{stage_name}/%s{path}" % (
-            config.internal_service_url(),
-            PATH_USER_REQUEST,
-        )
+        pattern = f"{config.internal_service_url()}/restapis/{{api_id}}/{{stage_name}}/{PATH_USER_REQUEST}{{path}}"
         return pattern.format(api_id=api_id, stage_name=stage_name, path=path)
diff --git a/tests/aws/test_terraform.py b/tests/aws/test_terraform.py
index e6f8656addd3a..53a4931e2626e 100644
--- a/tests/aws/test_terraform.py
+++ b/tests/aws/test_terraform.py
@@ -64,14 +64,14 @@ def setup_test(account_id, region_name):
         }
 
         run(
-            "cd %s; %s apply -input=false tfplan" % (get_base_dir(), TERRAFORM_BIN),
+            f"cd {get_base_dir()}; {TERRAFORM_BIN} apply -input=false tfplan",
             env_vars=env_vars,
         )
 
     yield
 
     # clean up
-    run("cd %s; %s destroy -auto-approve" % (get_base_dir(), TERRAFORM_BIN), env_vars=env_vars)
+    run(f"cd {get_base_dir()}; {TERRAFORM_BIN} destroy -auto-approve", env_vars=env_vars)
 
 
 def get_base_dir():
diff --git a/tests/bootstrap/test_localstack_container_server.py b/tests/bootstrap/test_localstack_container_server.py
index 29dea53c7b9cf..37c8eddb47800 100644
--- a/tests/bootstrap/test_localstack_container_server.py
+++ b/tests/bootstrap/test_localstack_container_server.py
@@ -19,16 +19,13 @@ def test_lifecycle(self):
             assert server.wait_is_up(60)
 
             health_response = requests.get("http://localhost:4566/_localstack/health")
-            assert health_response.ok, (
-                "expected health check to return OK: %s" % health_response.text
-            )
+            assert health_response.ok, f"expected health check to return OK: {health_response.text}"
 
             restart_response = requests.post(
                 "http://localhost:4566/_localstack/health", json={"action": "restart"}
             )
             assert restart_response.ok, (
-                "expected restart command via health endpoint to return OK: %s"
-                % restart_response.text
+                f"expected restart command via health endpoint to return OK: {restart_response.text}"
             )
 
             def check_restart_successful():
diff --git a/tests/cli/test_cli.py b/tests/cli/test_cli.py
index aef3f08abd50d..0da28a9adbdd7 100644
--- a/tests/cli/test_cli.py
+++ b/tests/cli/test_cli.py
@@ -88,7 +88,7 @@ def test_start_wait_stop(self, runner, container_client):
         # Note: if `LOCALSTACK_HOST` is set to a domain that does not resolve to `127.0.0.1` then
         # this test will fail
         health = requests.get(config.external_service_url() + "/_localstack/health")
-        assert health.ok, "health request did not return OK: %s" % health.text
+        assert health.ok, f"health request did not return OK: {health.text}"
 
         result = runner.invoke(cli, ["stop"])
         assert result.exit_code == 0
diff --git a/tests/performance/test_dynamodb_performance.py b/tests/performance/test_dynamodb_performance.py
index a100ae20ec59b..d16fc53d48894 100644
--- a/tests/performance/test_dynamodb_performance.py
+++ b/tests/performance/test_dynamodb_performance.py
@@ -6,7 +6,7 @@
 
 
 def connect():
-    return boto3.client("dynamodb", endpoint_url="http://localhost:%s" % PORT_DYNAMODB)
+    return boto3.client("dynamodb", endpoint_url=f"http://localhost:{PORT_DYNAMODB}")
 
 
 def create():
@@ -25,7 +25,7 @@ def insert(count):
     for i in range(count):
         if i > 0 and i % 100 == 0:
             delta = time.time() - start
-            print("%s sec for %s items = %s req/sec" % (delta, i, i / delta))
+            print(f"{delta} sec for {i} items = {i / delta} req/sec")
         client.put_item(
             TableName="customers",
             Item={
diff --git a/tests/performance/test_sqs_performance.py b/tests/performance/test_sqs_performance.py
index 329b6ced480e1..05cc649161227 100644
--- a/tests/performance/test_sqs_performance.py
+++ b/tests/performance/test_sqs_performance.py
@@ -18,7 +18,7 @@ def print_duration(start, num_msgs, action):
     duration = datetime.now() - start
     duration = duration.total_seconds()
     req_sec = num_msgs / duration
-    print("%s %s messages in %s seconds (%s req/sec)" % (action, num_msgs, duration, req_sec))
+    print(f"{action} {num_msgs} messages in {duration} seconds ({req_sec} req/sec)")
 
 
 def send_messages():
@@ -29,7 +29,7 @@ def send_messages():
     ).sqs
     queue_url = sqs.create_queue(QueueName=QUEUE_NAME)["QueueUrl"]
 
-    print("Starting to send %s messages" % NUM_MESSAGES)
+    print(f"Starting to send {NUM_MESSAGES} messages")
     start = datetime.now()
     for i in range(1, NUM_MESSAGES + 1):
         sqs.send_message(QueueUrl=queue_url, MessageBody="test123")
@@ -50,7 +50,7 @@ def receive_messages():
         result = sqs.receive_message(QueueUrl=queue_url)
         messages.extend(result.get("Messages") or [])
         print_duration(start, len(messages), action="Received")
-    print("All %s messages received" % len(messages))
+    print(f"All {len(messages)} messages received")
 
 
 def main():
diff --git a/tests/unit/runtime/test_init.py b/tests/unit/runtime/test_init.py
index 81784a531d979..09f5c96b93e99 100644
--- a/tests/unit/runtime/test_init.py
+++ b/tests/unit/runtime/test_init.py
@@ -135,7 +135,7 @@ def test_run_stage_executes_scripts_correctly(self, manager, tmp_path):
         script_01.touch(mode=0o777)
         script_02.touch(mode=0o777)
 
-        script_01.write_text("#!/bin/bash\necho 'hello 1' >> %s/script_01.out" % tmp_path)
+        script_01.write_text(f"#!/bin/bash\necho 'hello 1' >> {tmp_path}/script_01.out")
         script_02.write_text("#!/bin/bash\nexit 1")
         script_03.write_text(
             "import pathlib; pathlib.Path('%s').write_text('hello 3')"
@@ -261,10 +261,10 @@ def test_recursion(self, manager, tmp_path):
         script_02.touch(mode=0o777)
         script_03.touch(mode=0o777)
 
-        script_00.write_text("#!/bin/bash\necho 'hello 0' >> %s/script_00.out" % tmp_path)
-        script_01.write_text("#!/bin/bash\necho 'hello 1' >> %s/script_01.out" % tmp_path)
-        script_02.write_text("#!/bin/bash\necho 'hello 2' >> %s/script_02.out" % tmp_path)
-        script_03.write_text("#!/bin/bash\necho 'hello 3' >> %s/script_03.out" % tmp_path)
+        script_00.write_text(f"#!/bin/bash\necho 'hello 0' >> {tmp_path}/script_00.out")
+        script_01.write_text(f"#!/bin/bash\necho 'hello 1' >> {tmp_path}/script_01.out")
+        script_02.write_text(f"#!/bin/bash\necho 'hello 2' >> {tmp_path}/script_02.out")
+        script_03.write_text(f"#!/bin/bash\necho 'hello 3' >> {tmp_path}/script_03.out")
 
         result = manager.run_stage(Stage.READY)
 
diff --git a/tests/unit/services/sqs/test_sqs.py b/tests/unit/services/sqs/test_sqs.py
index 47232c8cf29e1..b8e9cddefaaf7 100644
--- a/tests/unit/services/sqs/test_sqs.py
+++ b/tests/unit/services/sqs/test_sqs.py
@@ -25,13 +25,13 @@ def test_sqs_message_attrs_md5():
 
 
 def test_convert_non_printable_chars():
-    string = "invalid characters - %s %s %s" % (chr(8), chr(11), chr(12))
+    string = f"invalid characters - {chr(8)} {chr(11)} {chr(12)}"
     result = convert_to_printable_chars(string)
     assert result == "invalid characters -   "
     result = convert_to_printable_chars({"foo": [string]})
     assert result == {"foo": ["invalid characters -   "]}
 
-    string = "valid characters - %s %s %s %s" % (chr(9), chr(10), chr(13), chr(32))
+    string = f"valid characters - {chr(9)} {chr(10)} {chr(13)} {chr(32)}"
     result = convert_to_printable_chars(string)
     assert result == string
 
diff --git a/tests/unit/test_common.py b/tests/unit/test_common.py
index 377e040b9256e..2084531db690b 100644
--- a/tests/unit/test_common.py
+++ b/tests/unit/test_common.py
@@ -190,7 +190,7 @@ def test_retry(self):
 
         def fn():
             i = next(count)
-            e = RuntimeError("exception %d" % i)
+            e = RuntimeError(f"exception {i:d}")
             exceptions.append(e)
 
             if i == 2:
@@ -208,7 +208,7 @@ def test_retry_raises_last_exception(self):
 
         def fn():
             i = next(count)
-            e = RuntimeError("exception %d" % i)
+            e = RuntimeError(f"exception {i:d}")
             exceptions.append(e)
 
             raise e
@@ -507,9 +507,9 @@ def test_unzip_bad_crc(self):
 
 
 def test_save_load_file(tmp_path):
-    file_name = tmp_path / ("normal_permissions_%s" % short_uid())
-    content = "some_content_%s" % short_uid()
-    more_content = "some_more_content_%s" % short_uid()
+    file_name = tmp_path / (f"normal_permissions_{short_uid()}")
+    content = f"some_content_{short_uid()}"
+    more_content = f"some_more_content_{short_uid()}"
 
     save_file(file_name, content)
     assert content == load_file(file_name)
@@ -518,9 +518,9 @@ def test_save_load_file(tmp_path):
 
 
 def test_save_load_file_with_permissions(tmp_path):
-    file_name = tmp_path / ("special_permissions_%s" % short_uid())
-    content = "some_content_%s" % short_uid()
-    more_content = "some_more_content_%s" % short_uid()
+    file_name = tmp_path / (f"special_permissions_{short_uid()}")
+    content = f"some_content_{short_uid()}"
+    more_content = f"some_more_content_{short_uid()}"
     permissions = 0o600
 
     save_file(file_name, content, permissions=permissions)
@@ -532,9 +532,9 @@ def test_save_load_file_with_permissions(tmp_path):
 
 
 def test_save_load_file_with_changing_permissions(tmp_path):
-    file_name = tmp_path / ("changing_permissions_%s" % short_uid())
-    content = "some_content_%s" % short_uid()
-    more_content = "some_more_content_%s" % short_uid()
+    file_name = tmp_path / (f"changing_permissions_{short_uid()}")
+    content = f"some_content_{short_uid()}"
+    more_content = f"some_more_content_{short_uid()}"
     permissions = 0o600
 
     save_file(file_name, content)

From 75c1298e1e91d3b6dc4f8a1b25fb10a4853b50a9 Mon Sep 17 00:00:00 2001
From: Daniel Fangl <daniel.fangl@localstack.cloud>
Date: Wed, 27 Aug 2025 13:28:37 +0200
Subject: [PATCH 150/697] Fix SQS tests failing due to missing snapshot update
 after #12957 (#13062)

---
 .../cloudformation/resources/test_lambda.snapshot.json    | 4 ++--
 .../cloudformation/resources/test_lambda.validation.json  | 8 +++++++-
 .../cloudformation/resources/test_sqs.snapshot.json       | 4 ++--
 .../cloudformation/resources/test_sqs.validation.json     | 8 +++++++-
 .../cloudformation/test_template_engine.snapshot.json     | 4 ++--
 .../cloudformation/test_template_engine.validation.json   | 8 +++++++-
 6 files changed, 27 insertions(+), 9 deletions(-)

diff --git a/tests/aws/services/cloudformation/resources/test_lambda.snapshot.json b/tests/aws/services/cloudformation/resources/test_lambda.snapshot.json
index 484f94d6b4898..c997af736bf37 100644
--- a/tests/aws/services/cloudformation/resources/test_lambda.snapshot.json
+++ b/tests/aws/services/cloudformation/resources/test_lambda.snapshot.json
@@ -376,7 +376,7 @@
     }
   },
   "tests/aws/services/cloudformation/resources/test_lambda.py::TestCfnLambdaIntegrations::test_cfn_lambda_sqs_source": {
-    "recorded-date": "30-10-2024, 14:48:16",
+    "recorded-date": "27-08-2025, 09:35:51",
     "recorded-content": {
       "stack_resources": {
         "StackResources": [
@@ -548,7 +548,7 @@
           "CreatedTimestamp": "timestamp",
           "DelaySeconds": "0",
           "LastModifiedTimestamp": "timestamp",
-          "MaximumMessageSize": "262144",
+          "MaximumMessageSize": "1048576",
           "MessageRetentionPeriod": "345600",
           "QueueArn": "arn:<partition>:sqs:<region>:111111111111:<resource:2>",
           "ReceiveMessageWaitTimeSeconds": "0",
diff --git a/tests/aws/services/cloudformation/resources/test_lambda.validation.json b/tests/aws/services/cloudformation/resources/test_lambda.validation.json
index e603d1df5aa41..c38f2474516d6 100644
--- a/tests/aws/services/cloudformation/resources/test_lambda.validation.json
+++ b/tests/aws/services/cloudformation/resources/test_lambda.validation.json
@@ -12,7 +12,13 @@
     "last_validated_date": "2024-04-09T07:26:03+00:00"
   },
   "tests/aws/services/cloudformation/resources/test_lambda.py::TestCfnLambdaIntegrations::test_cfn_lambda_sqs_source": {
-    "last_validated_date": "2024-10-30T14:48:16+00:00"
+    "last_validated_date": "2025-08-27T09:35:51+00:00",
+    "durations_in_seconds": {
+      "setup": 0.96,
+      "call": 122.08,
+      "teardown": 0.13,
+      "total": 123.17
+    }
   },
   "tests/aws/services/cloudformation/resources/test_lambda.py::TestCfnLambdaIntegrations::test_lambda_dynamodb_event_filter": {
     "last_validated_date": "2024-04-09T07:31:17+00:00"
diff --git a/tests/aws/services/cloudformation/resources/test_sqs.snapshot.json b/tests/aws/services/cloudformation/resources/test_sqs.snapshot.json
index 118cc86349d2d..9f26c7054cc7c 100644
--- a/tests/aws/services/cloudformation/resources/test_sqs.snapshot.json
+++ b/tests/aws/services/cloudformation/resources/test_sqs.snapshot.json
@@ -76,7 +76,7 @@
     }
   },
   "tests/aws/services/cloudformation/resources/test_sqs.py::test_cfn_handle_sqs_resource": {
-    "recorded-date": "03-07-2024, 20:03:51",
+    "recorded-date": "27-08-2025, 09:37:44",
     "recorded-content": {
       "queue": {
         "Attributes": {
@@ -90,7 +90,7 @@
           "FifoQueue": "true",
           "FifoThroughputLimit": "perQueue",
           "LastModifiedTimestamp": "timestamp",
-          "MaximumMessageSize": "262144",
+          "MaximumMessageSize": "1048576",
           "MessageRetentionPeriod": "345600",
           "QueueArn": "arn:<partition>:sqs:<region>:111111111111:<queue-name>.fifo",
           "ReceiveMessageWaitTimeSeconds": "0",
diff --git a/tests/aws/services/cloudformation/resources/test_sqs.validation.json b/tests/aws/services/cloudformation/resources/test_sqs.validation.json
index c28ce1e66b2ee..1b9bdb2d7d36b 100644
--- a/tests/aws/services/cloudformation/resources/test_sqs.validation.json
+++ b/tests/aws/services/cloudformation/resources/test_sqs.validation.json
@@ -1,6 +1,12 @@
 {
   "tests/aws/services/cloudformation/resources/test_sqs.py::test_cfn_handle_sqs_resource": {
-    "last_validated_date": "2024-07-03T20:03:51+00:00"
+    "last_validated_date": "2025-08-27T09:37:44+00:00",
+    "durations_in_seconds": {
+      "setup": 0.82,
+      "call": 74.96,
+      "teardown": 0.11,
+      "total": 75.89
+    }
   },
   "tests/aws/services/cloudformation/resources/test_sqs.py::test_sqs_fifo_queue_generates_valid_name": {
     "last_validated_date": "2024-05-15T02:01:00+00:00"
diff --git a/tests/aws/services/cloudformation/test_template_engine.snapshot.json b/tests/aws/services/cloudformation/test_template_engine.snapshot.json
index 802ae17c4b8c5..9113f0143cfc8 100644
--- a/tests/aws/services/cloudformation/test_template_engine.snapshot.json
+++ b/tests/aws/services/cloudformation/test_template_engine.snapshot.json
@@ -1,6 +1,6 @@
 {
   "tests/aws/services/cloudformation/test_template_engine.py::TestTypes::test_implicit_type_conversion": {
-    "recorded-date": "29-08-2023, 15:21:22",
+    "recorded-date": "27-08-2025, 09:39:00",
     "recorded-content": {
       "queue": {
         "Attributes": {
@@ -14,7 +14,7 @@
           "FifoQueue": "true",
           "FifoThroughputLimit": "perQueue",
           "LastModifiedTimestamp": "timestamp",
-          "MaximumMessageSize": "262144",
+          "MaximumMessageSize": "1048576",
           "MessageRetentionPeriod": "345600",
           "QueueArn": "arn:<partition>:sqs:<region>:111111111111:<resource:1>",
           "ReceiveMessageWaitTimeSeconds": "0",
diff --git a/tests/aws/services/cloudformation/test_template_engine.validation.json b/tests/aws/services/cloudformation/test_template_engine.validation.json
index c95a177e56bbb..dac358fb03f57 100644
--- a/tests/aws/services/cloudformation/test_template_engine.validation.json
+++ b/tests/aws/services/cloudformation/test_template_engine.validation.json
@@ -126,6 +126,12 @@
     "last_validated_date": "2023-06-12T15:08:47+00:00"
   },
   "tests/aws/services/cloudformation/test_template_engine.py::TestTypes::test_implicit_type_conversion": {
-    "last_validated_date": "2023-08-29T13:21:22+00:00"
+    "last_validated_date": "2025-08-27T09:39:50+00:00",
+    "durations_in_seconds": {
+      "setup": 0.91,
+      "call": 39.47,
+      "teardown": 50.06,
+      "total": 90.44
+    }
   }
 }

From 26e34c03756e52c08382e34f1364ee747683b308 Mon Sep 17 00:00:00 2001
From: Thomas Rausch <thomas@thrau.at>
Date: Wed, 27 Aug 2025 15:30:12 +0200
Subject: [PATCH 151/697] create pluggable factory for state codecs (#13063)

---
 localstack-core/localstack/state/codecs.py | 63 ++++++++++++++++++++++
 localstack-core/localstack/state/pickle.py | 22 +++-----
 2 files changed, 69 insertions(+), 16 deletions(-)
 create mode 100644 localstack-core/localstack/state/codecs.py

diff --git a/localstack-core/localstack/state/codecs.py b/localstack-core/localstack/state/codecs.py
new file mode 100644
index 0000000000000..14103562a54c3
--- /dev/null
+++ b/localstack-core/localstack/state/codecs.py
@@ -0,0 +1,63 @@
+"""Factory for encoders and decoders"""
+
+from localstack import config
+from localstack.state import Decoder, Encoder
+from localstack.state.pickle import JsonDecoder, JsonEncoder, PickleDecoder, PickleEncoder
+
+ENCODERS = {
+    "jsonpickle": JsonEncoder,
+    "dill": PickleEncoder,
+}
+"""Encoders that map to the name of ``STATE_SERIALIZATION_BACKEND``."""
+
+DECODERS = {
+    "jsonpickle": JsonDecoder,
+    "dill": PickleDecoder,
+}
+"""Decoders that map to the name of ``STATE_SERIALIZATION_BACKEND``."""
+
+
+def create_encoder(encoder_type: str) -> Encoder:
+    cls = ENCODERS.get(encoder_type)
+    if cls is None:
+        raise ValueError(f"Unknown encoder type: {encoder_type}")
+    return cls()
+
+
+def create_decoder(decoder_type: str) -> Decoder:
+    cls = DECODERS.get(decoder_type, PickleDecoder)
+    if cls is None:
+        raise ValueError(f"Unknown decoder type: {decoder_type}")
+    return cls()
+
+
+def get_default_encoder() -> Encoder:
+    """
+    Gets the default encoder based on the state serialization backend defined in the configuration
+    ``STATE_SERIALIZATION_BACKEND``.
+
+    If the serialization backend specified in the configuration leads to an error
+    (such as an invalid backend), a ``PickleEncoder`` is returned as a fallback.
+
+    :return: The default encoder for state serialization.
+    """
+    try:
+        return create_encoder(config.STATE_SERIALIZATION_BACKEND)
+    except ValueError:
+        return PickleEncoder()
+
+
+def get_default_decoder() -> Decoder:
+    """
+    Gets the default decoder based on the state serialization backend defined in the configuration
+    ``STATE_SERIALIZATION_BACKEND``.
+
+    If the serialization backend specified in the configuration leads to an error
+    (such as an invalid backend), a ``PickleDecoder`` is returned as a fallback.
+
+    :return: The default decoder for state serialization.
+    """
+    try:
+        return create_decoder(config.STATE_SERIALIZATION_BACKEND)
+    except ValueError:
+        return PickleDecoder()
diff --git a/localstack-core/localstack/state/pickle.py b/localstack-core/localstack/state/pickle.py
index 76accd864a651..fa88e71a6e59f 100644
--- a/localstack-core/localstack/state/pickle.py
+++ b/localstack-core/localstack/state/pickle.py
@@ -36,8 +36,6 @@ def _recreate(obj_type, obj_queue):
 import jsonpickle
 from dill._dill import MetaCatchingDict
 
-from localstack import config
-
 from .core import Decoder, Encoder
 
 _T = TypeVar("_T")
@@ -288,23 +286,15 @@ def decode(self, file: IO[bytes]) -> Any:
 
 
 def get_default_encoder() -> Encoder:
-    match config.STATE_SERIALIZATION_BACKEND:
-        case "jsonpickle":
-            return JsonEncoder()
-        case "dill":
-            return PickleEncoder()
-        case _:
-            return PickleEncoder()
+    from .codecs import get_default_encoder
+
+    return get_default_encoder()
 
 
 def get_default_decoder() -> Decoder:
-    match config.STATE_SERIALIZATION_BACKEND:
-        case "jsonpickle":
-            return JsonDecoder()
-        case "dill":
-            return PickleDecoder()
-        case _:
-            return PickleDecoder()
+    from .codecs import get_default_decoder
+
+    return get_default_decoder()
 
 
 class ObjectStateReducer(Generic[_T]):

From bf1b055e68a4f30f80b6c3c6110cfe60617b755c Mon Sep 17 00:00:00 2001
From: Joel Scheuner <joel.scheuner.dev@gmail.com>
Date: Wed, 27 Aug 2025 16:19:31 +0200
Subject: [PATCH 152/697] Use file URI scheme for hotreload presigned URL
 (#13060)

---
 .../localstack/services/lambda_/invocation/lambda_models.py     | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/localstack-core/localstack/services/lambda_/invocation/lambda_models.py b/localstack-core/localstack/services/lambda_/invocation/lambda_models.py
index 44065eb6f798d..812c65f1a3429 100644
--- a/localstack-core/localstack/services/lambda_/invocation/lambda_models.py
+++ b/localstack-core/localstack/services/lambda_/invocation/lambda_models.py
@@ -258,7 +258,7 @@ class HotReloadingCode(ArchiveCode):
     code_size: int = 0
 
     def generate_presigned_url(self, endpoint_url: str | None = None) -> str:
-        return f"Code location: {self.host_path}"
+        return f"file://{self.host_path}"
 
     def get_unzipped_code_location(self) -> Path:
         path = os.path.expandvars(self.host_path)

From 38aecc76474bc66e9130ef891ab44c2c501b1c90 Mon Sep 17 00:00:00 2001
From: Giovanni Grano <me@giograno.com>
Date: Wed, 27 Aug 2025 17:39:01 +0200
Subject: [PATCH 153/697] Remove jsonpickle serializer (#13064)

---
 localstack-core/localstack/config.py          |  1 -
 localstack-core/localstack/state/codecs.py    |  4 +--
 localstack-core/localstack/state/pickle.py    | 31 +-----------------
 .../localstack/testing/pytest/fixtures.py     |  6 ----
 pyproject.toml                                |  1 -
 requirements-base-runtime.txt                 |  4 +--
 requirements-basic.txt                        |  2 --
 requirements-dev.txt                          | 14 +++-----
 requirements-runtime.txt                      | 10 ++----
 requirements-test.txt                         | 12 +++----
 requirements-typehint.txt                     | 32 ++++++++-----------
 tests/unit/state/test_pickle.py               |  2 +-
 12 files changed, 30 insertions(+), 89 deletions(-)

diff --git a/localstack-core/localstack/config.py b/localstack-core/localstack/config.py
index 96c4cad9b90e5..d9c581437ba88 100644
--- a/localstack-core/localstack/config.py
+++ b/localstack-core/localstack/config.py
@@ -1257,7 +1257,6 @@ def use_custom_dns():
 LOCALSTACK_RESPONSE_HEADER_ENABLED = is_env_not_false("LOCALSTACK_RESPONSE_HEADER_ENABLED")
 
 # Serialization backend for the LocalStack internal state (`dill` is used by default`).
-# `jsonpickle` enables the new experimental backend.
 STATE_SERIALIZATION_BACKEND = os.environ.get("STATE_SERIALIZATION_BACKEND", "").strip() or "dill"
 
 # List of environment variable names used for configuration that are passed from the host into the LocalStack container.
diff --git a/localstack-core/localstack/state/codecs.py b/localstack-core/localstack/state/codecs.py
index 14103562a54c3..1bba0710af60b 100644
--- a/localstack-core/localstack/state/codecs.py
+++ b/localstack-core/localstack/state/codecs.py
@@ -2,16 +2,14 @@
 
 from localstack import config
 from localstack.state import Decoder, Encoder
-from localstack.state.pickle import JsonDecoder, JsonEncoder, PickleDecoder, PickleEncoder
+from localstack.state.pickle import PickleDecoder, PickleEncoder
 
 ENCODERS = {
-    "jsonpickle": JsonEncoder,
     "dill": PickleEncoder,
 }
 """Encoders that map to the name of ``STATE_SERIALIZATION_BACKEND``."""
 
 DECODERS = {
-    "jsonpickle": JsonDecoder,
     "dill": PickleDecoder,
 }
 """Decoders that map to the name of ``STATE_SERIALIZATION_BACKEND``."""
diff --git a/localstack-core/localstack/state/pickle.py b/localstack-core/localstack/state/pickle.py
index fa88e71a6e59f..7780afaa24b29 100644
--- a/localstack-core/localstack/state/pickle.py
+++ b/localstack-core/localstack/state/pickle.py
@@ -30,10 +30,9 @@ def _recreate(obj_type, obj_queue):
 
 import inspect
 from collections.abc import Callable
-from typing import IO, Any, BinaryIO, Generic, TypeVar
+from typing import Any, BinaryIO, Generic, TypeVar
 
 import dill
-import jsonpickle
 from dill._dill import MetaCatchingDict
 
 from .core import Decoder, Encoder
@@ -257,34 +256,6 @@ def decode(self, file: BinaryIO) -> Any:
         return self.unpickler_class(file).load()
 
 
-class JsonEncoder(Encoder):
-    """
-    An Encoder that uses ``jsonpickle`` under the hood.
-    """
-
-    def __init__(self, pickler_class: type[jsonpickle.Pickler] = None):
-        self.pickler_class = pickler_class or jsonpickle.Pickler()
-
-    def encode(self, obj: Any, file: IO[bytes]):
-        json_str = jsonpickle.encode(obj, context=self.pickler_class)
-        file.write(json_str.encode("utf-8"))
-
-
-class JsonDecoder(Decoder):
-    """
-    A Decoder that uses ``jsonpickle`` under the hood.
-    """
-
-    unpickler_class: type[jsonpickle.Unpickler]
-
-    def __init__(self, unpickler_class: type[jsonpickle.Unpickler] = None):
-        self.unpickler_class = unpickler_class or jsonpickle.Unpickler()
-
-    def decode(self, file: IO[bytes]) -> Any:
-        json_str = file.read().decode("utf-8")
-        return jsonpickle.decode(json_str, context=self.unpickler_class)
-
-
 def get_default_encoder() -> Encoder:
     from .codecs import get_default_encoder
 
diff --git a/localstack-core/localstack/testing/pytest/fixtures.py b/localstack-core/localstack/testing/pytest/fixtures.py
index adfb511249df9..b2aa60d40d730 100644
--- a/localstack-core/localstack/testing/pytest/fixtures.py
+++ b/localstack-core/localstack/testing/pytest/fixtures.py
@@ -2747,9 +2747,3 @@ def _delete_log_group():
             call_safe(_delete_log_group)
 
     yield _clean_up
-
-
-@pytest.fixture(params=["dill", "jsonpickle"])
-def patch_default_encoder(request, monkeypatch):
-    backend = request.param
-    monkeypatch.setattr(config, "STATE_SERIALIZATION_BACKEND", backend)
diff --git a/pyproject.toml b/pyproject.toml
index 4640602c8795a..677971d31c754 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -17,7 +17,6 @@ dependencies = [
     "cachetools>=5.0",
     "cryptography",
     "dill==0.3.6",
-    "jsonpickle==4.1.1",
     "dnslib>=0.9.10",
     "dnspython>=1.16.0",
     "plux>=1.10",
diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index bab3ce28e7fad..1054c511907ab 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -77,8 +77,6 @@ jmespath==1.0.1
     #   botocore
 jsonpatch==1.33
     # via localstack-core (pyproject.toml)
-jsonpickle==4.1.1
-    # via localstack-core (pyproject.toml)
 jsonpointer==3.0.0
     # via jsonpatch
 jsonschema==4.25.1
@@ -168,7 +166,7 @@ rich==14.1.0
     # via localstack-core (pyproject.toml)
 rolo==0.7.6
     # via localstack-core (pyproject.toml)
-rpds-py==0.27.0
+rpds-py==0.27.1
     # via
     #   jsonschema
     #   referencing
diff --git a/requirements-basic.txt b/requirements-basic.txt
index 42b9935f49e75..1aa313cfa2e62 100644
--- a/requirements-basic.txt
+++ b/requirements-basic.txt
@@ -26,8 +26,6 @@ dnspython==2.7.0
     # via localstack-core (pyproject.toml)
 idna==3.10
     # via requests
-jsonpickle==4.1.1
-    # via localstack-core (pyproject.toml)
 markdown-it-py==4.0.0
     # via rich
 mdurl==0.1.2
diff --git a/requirements-dev.txt b/requirements-dev.txt
index 372c4e81464a2..7626de411daba 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -29,7 +29,7 @@ aws-cdk-asset-awscli-v1==2.2.242
     # via aws-cdk-lib
 aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
-aws-cdk-cloud-assembly-schema==48.5.0
+aws-cdk-cloud-assembly-schema==48.6.0
     # via aws-cdk-lib
 aws-cdk-lib==2.212.0
     # via localstack-core
@@ -80,7 +80,7 @@ cffi==1.17.1
     # via cryptography
 cfgv==3.4.0
     # via pre-commit
-cfn-lint==1.39.0
+cfn-lint==1.39.1
     # via moto-ext
 charset-normalizer==3.4.3
     # via requests
@@ -191,7 +191,7 @@ jmespath==1.0.1
     # via
     #   boto3
     #   botocore
-joserfc==1.3.0
+joserfc==1.3.1
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core
@@ -215,10 +215,6 @@ jsonpath-ng==1.7.0
     #   moto-ext
 jsonpath-rw==1.4.0
     # via localstack-core
-jsonpickle==4.1.1
-    # via
-    #   localstack-core
-    #   localstack-core (pyproject.toml)
 jsonpointer==3.0.0
     # via jsonpatch
 jsonschema==4.25.1
@@ -300,7 +296,7 @@ pathable==0.4.4
     # via jsonschema-path
 pathspec==0.12.1
     # via mypy
-platformdirs==4.3.8
+platformdirs==4.4.0
     # via virtualenv
 pluggy==1.6.0
     # via
@@ -429,7 +425,7 @@ rich==14.1.0
     #   localstack-core (pyproject.toml)
 rolo==0.7.6
     # via localstack-core
-rpds-py==0.27.0
+rpds-py==0.27.1
     # via
     #   jsonschema
     #   referencing
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index 08a8e1b82181c..73bb909cf0428 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -62,7 +62,7 @@ certifi==2025.8.3
     #   requests
 cffi==1.17.1
     # via cryptography
-cfn-lint==1.39.0
+cfn-lint==1.39.1
     # via moto-ext
 charset-normalizer==3.4.3
     # via requests
@@ -139,7 +139,7 @@ jmespath==1.0.1
     # via
     #   boto3
     #   botocore
-joserfc==1.3.0
+joserfc==1.3.1
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core (pyproject.toml)
@@ -155,10 +155,6 @@ jsonpath-ng==1.7.0
     #   moto-ext
 jsonpath-rw==1.4.0
     # via localstack-core (pyproject.toml)
-jsonpickle==4.1.1
-    # via
-    #   localstack-core
-    #   localstack-core (pyproject.toml)
 jsonpointer==3.0.0
     # via jsonpatch
 jsonschema==4.25.1
@@ -310,7 +306,7 @@ rich==14.1.0
     #   localstack-core (pyproject.toml)
 rolo==0.7.6
     # via localstack-core
-rpds-py==0.27.0
+rpds-py==0.27.1
     # via
     #   jsonschema
     #   referencing
diff --git a/requirements-test.txt b/requirements-test.txt
index 99ae225f63a0f..be3201af8bc77 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -29,7 +29,7 @@ aws-cdk-asset-awscli-v1==2.2.242
     # via aws-cdk-lib
 aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
-aws-cdk-cloud-assembly-schema==48.5.0
+aws-cdk-cloud-assembly-schema==48.6.0
     # via aws-cdk-lib
 aws-cdk-lib==2.212.0
     # via localstack-core (pyproject.toml)
@@ -78,7 +78,7 @@ certifi==2025.8.3
     #   requests
 cffi==1.17.1
     # via cryptography
-cfn-lint==1.39.0
+cfn-lint==1.39.1
     # via moto-ext
 charset-normalizer==3.4.3
     # via requests
@@ -175,7 +175,7 @@ jmespath==1.0.1
     # via
     #   boto3
     #   botocore
-joserfc==1.3.0
+joserfc==1.3.1
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core
@@ -199,10 +199,6 @@ jsonpath-ng==1.7.0
     #   moto-ext
 jsonpath-rw==1.4.0
     # via localstack-core
-jsonpickle==4.1.1
-    # via
-    #   localstack-core
-    #   localstack-core (pyproject.toml)
 jsonpointer==3.0.0
     # via jsonpatch
 jsonschema==4.25.1
@@ -389,7 +385,7 @@ rich==14.1.0
     #   localstack-core (pyproject.toml)
 rolo==0.7.6
     # via localstack-core
-rpds-py==0.27.0
+rpds-py==0.27.1
     # via
     #   jsonschema
     #   referencing
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index 7fd470a7b695d..716de50310dc0 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -29,7 +29,7 @@ aws-cdk-asset-awscli-v1==2.2.242
     # via aws-cdk-lib
 aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
-aws-cdk-cloud-assembly-schema==48.5.0
+aws-cdk-cloud-assembly-schema==48.6.0
     # via aws-cdk-lib
 aws-cdk-lib==2.212.0
     # via localstack-core
@@ -49,7 +49,7 @@ boto3==1.40.16
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-boto3-stubs==1.40.17
+boto3-stubs==1.40.18
     # via localstack-core (pyproject.toml)
 botocore==1.40.16
     # via
@@ -84,7 +84,7 @@ cffi==1.17.1
     # via cryptography
 cfgv==3.4.0
     # via pre-commit
-cfn-lint==1.39.0
+cfn-lint==1.39.1
     # via moto-ext
 charset-normalizer==3.4.3
     # via requests
@@ -195,7 +195,7 @@ jmespath==1.0.1
     # via
     #   boto3
     #   botocore
-joserfc==1.3.0
+joserfc==1.3.1
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core
@@ -219,10 +219,6 @@ jsonpath-ng==1.7.0
     #   moto-ext
 jsonpath-rw==1.4.0
     # via localstack-core
-jsonpickle==4.1.1
-    # via
-    #   localstack-core
-    #   localstack-core (pyproject.toml)
 jsonpointer==3.0.0
     # via jsonpatch
 jsonschema==4.25.1
@@ -306,7 +302,7 @@ mypy-boto3-cloudwatch==1.40.0
     # via boto3-stubs
 mypy-boto3-codebuild==1.40.8
     # via boto3-stubs
-mypy-boto3-codecommit==1.40.0
+mypy-boto3-codecommit==1.40.18
     # via boto3-stubs
 mypy-boto3-codeconnections==1.40.2
     # via boto3-stubs
@@ -314,7 +310,7 @@ mypy-boto3-codedeploy==1.40.0
     # via boto3-stubs
 mypy-boto3-codepipeline==1.40.0
     # via boto3-stubs
-mypy-boto3-codestar-connections==1.40.0
+mypy-boto3-codestar-connections==1.40.18
     # via boto3-stubs
 mypy-boto3-cognito-identity==1.40.15
     # via boto3-stubs
@@ -328,7 +324,7 @@ mypy-boto3-dynamodb==1.40.14
     # via boto3-stubs
 mypy-boto3-dynamodbstreams==1.40.0
     # via boto3-stubs
-mypy-boto3-ec2==1.40.17
+mypy-boto3-ec2==1.40.18
     # via boto3-stubs
 mypy-boto3-ecr==1.40.0
     # via boto3-stubs
@@ -356,13 +352,13 @@ mypy-boto3-firehose==1.40.0
     # via boto3-stubs
 mypy-boto3-fis==1.40.0
     # via boto3-stubs
-mypy-boto3-glacier==1.40.0
+mypy-boto3-glacier==1.40.18
     # via boto3-stubs
 mypy-boto3-glue==1.40.15
     # via boto3-stubs
 mypy-boto3-iam==1.40.0
     # via boto3-stubs
-mypy-boto3-identitystore==1.40.0
+mypy-boto3-identitystore==1.40.18
     # via boto3-stubs
 mypy-boto3-iot==1.40.0
     # via boto3-stubs
@@ -372,7 +368,7 @@ mypy-boto3-iotanalytics==1.40.16
     # via boto3-stubs
 mypy-boto3-iotwireless==1.40.0
     # via boto3-stubs
-mypy-boto3-kafka==1.40.0
+mypy-boto3-kafka==1.40.18
     # via boto3-stubs
 mypy-boto3-kinesis==1.40.0
     # via boto3-stubs
@@ -394,7 +390,7 @@ mypy-boto3-mediaconvert==1.40.17
     # via boto3-stubs
 mypy-boto3-mediastore==1.40.17
     # via boto3-stubs
-mypy-boto3-mq==1.40.0
+mypy-boto3-mq==1.40.18
     # via boto3-stubs
 mypy-boto3-mwaa==1.40.0
     # via boto3-stubs
@@ -406,7 +402,7 @@ mypy-boto3-organizations==1.40.8
     # via boto3-stubs
 mypy-boto3-pi==1.40.0
     # via boto3-stubs
-mypy-boto3-pinpoint==1.40.0
+mypy-boto3-pinpoint==1.40.18
     # via boto3-stubs
 mypy-boto3-pipes==1.40.0
     # via boto3-stubs
@@ -510,7 +506,7 @@ pathable==0.4.4
     # via jsonschema-path
 pathspec==0.12.1
     # via mypy
-platformdirs==4.3.8
+platformdirs==4.4.0
     # via virtualenv
 pluggy==1.6.0
     # via
@@ -639,7 +635,7 @@ rich==14.1.0
     #   localstack-core (pyproject.toml)
 rolo==0.7.6
     # via localstack-core
-rpds-py==0.27.0
+rpds-py==0.27.1
     # via
     #   jsonschema
     #   referencing
diff --git a/tests/unit/state/test_pickle.py b/tests/unit/state/test_pickle.py
index fa16e100a4730..2c406c368d1bb 100644
--- a/tests/unit/state/test_pickle.py
+++ b/tests/unit/state/test_pickle.py
@@ -5,7 +5,7 @@
 from localstack.state import pickle
 
 
-def test_pickle_priority_queue(patch_default_encoder):
+def test_pickle_priority_queue():
     obj = PriorityQueue()
     obj.put(2)
     obj.put(1)

From ffe3e4fc0c431a3dabefa9638054547c9d1541c5 Mon Sep 17 00:00:00 2001
From: Thomas Rausch <thomas@thrau.at>
Date: Fri, 29 Aug 2025 12:40:35 +0200
Subject: [PATCH 154/697] extend the Encoder/Decoder state API to be type-aware
 (#13017)

---
 localstack-core/localstack/state/core.py   | 16 +++++++++++-----
 localstack-core/localstack/state/pickle.py |  4 ++--
 2 files changed, 13 insertions(+), 7 deletions(-)

diff --git a/localstack-core/localstack/state/core.py b/localstack-core/localstack/state/core.py
index ae41f47b17469..de482ed7a4736 100644
--- a/localstack-core/localstack/state/core.py
+++ b/localstack-core/localstack/state/core.py
@@ -97,42 +97,48 @@ def __str__(self) -> str:
 
 
 class Encoder:
-    def encodes(self, obj: Any) -> bytes:
+    def encodes(self, obj: Any, py_type: type = None) -> bytes:
         """
         Encode an object into bytes.
 
         :param obj: the object to encode
+        :param py_type: the type of the object. needed by some encoders that don't have implicit type knowledge.
         :return: the encoded object
         """
         b = io.BytesIO()
         self.encode(obj, b)
         return b.getvalue()
 
-    def encode(self, obj: Any, file: IO[bytes]):
+    def encode(self, obj: Any, file: IO[bytes], py_type: type = None):
         """
         Encode an object into bytes.
 
         :param obj: the object to encode
+        :param py_type: the type of the object. needed by some encoders that don't have implicit type knowledge.
         :param file: the file to write the encoded data into
         """
         raise NotImplementedError
 
 
 class Decoder:
-    def decodes(self, data: bytes) -> Any:
+    def decodes(self, data: bytes, py_type: type = None) -> Any:
         """
         Decode a previously encoded object.
 
         :param data: the encoded object to decode
+        :param py_type: the type that is expected as return type. Needed by some decoders that don't have implicit
+        type knowledge.
         :return: the decoded object
         """
-        return self.decode(io.BytesIO(data))
+        return self.decode(io.BytesIO(data), py_type)
 
-    def decode(self, file: IO[bytes]) -> Any:
+    def decode(self, file: IO[bytes], py_type: type = None) -> Any:
         """
         Decode a previously encoded object.
 
         :param file: the io object containing the object to decode
+        :param py_type: the type that is expected as return type. Needed by some decoders that don't have implicit
+        type knowledge.
         :return: the decoded object
         """
         raise NotImplementedError
diff --git a/localstack-core/localstack/state/pickle.py b/localstack-core/localstack/state/pickle.py
index 7780afaa24b29..7ee892ebc4a7a 100644
--- a/localstack-core/localstack/state/pickle.py
+++ b/localstack-core/localstack/state/pickle.py
@@ -237,7 +237,7 @@ class PickleEncoder(Encoder):
     def __init__(self, pickler_class: type[dill.Pickler] = None):
         self.pickler_class = pickler_class or Pickler
 
-    def encode(self, obj: Any, file: BinaryIO):
+    def encode(self, obj: Any, file: BinaryIO, py_type: type = None) -> Any:
         return self.pickler_class(file).dump(obj)
 
 
@@ -252,7 +252,7 @@ class PickleDecoder(Decoder):
     def __init__(self, unpickler_class: type[dill.Unpickler] = None):
         self.unpickler_class = unpickler_class or dill.Unpickler
 
-    def decode(self, file: BinaryIO) -> Any:
+    def decode(self, file: BinaryIO, py_type=None) -> Any:
         return self.unpickler_class(file).load()
 
 

From 5bb97471fb04355a21c69c8619693e330ce7a157 Mon Sep 17 00:00:00 2001
From: Mathieu Cloutier <79954947+cloutierMat@users.noreply.github.com>
Date: Fri, 29 Aug 2025 10:57:35 -0600
Subject: [PATCH 155/697] capture k8s env var (#13066)

---
 localstack-core/localstack/runtime/analytics.py | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/localstack-core/localstack/runtime/analytics.py b/localstack-core/localstack/runtime/analytics.py
index ea90b21e1fa37..567fb645edec5 100644
--- a/localstack-core/localstack/runtime/analytics.py
+++ b/localstack-core/localstack/runtime/analytics.py
@@ -53,6 +53,7 @@
     "LAMBDA_RUNTIME_ENVIRONMENT_TIMEOUT",
     "LEGACY_EDGE_PROXY",  # Not functional; deprecated in 1.0.0, removed in 2.0.0
     "LS_LOG",
+    "LOCALSTACK_K8S_DEPLOYMENT_METHOD",
     "MOCK_UNIMPLEMENTED",  # Not functional; deprecated in 1.3.0, removed in 3.0.0
     "OPENSEARCH_ENDPOINT_STRATEGY",
     "PERSISTENCE",
@@ -78,6 +79,7 @@
     "HOSTNAME_FROM_LAMBDA",
     "HOST_TMP_FOLDER",  # Not functional; deprecated in 1.0.0, removed in 2.0.0
     "INIT_SCRIPTS_PATH",  # Not functional; deprecated in 1.1.0, removed in 2.0.0
+    "KUBERNETES_SERVICE_HOST",
     "LAMBDA_DEBUG_MODE_CONFIG_PATH",
     "LEGACY_DIRECTORIES",  # Not functional; deprecated in 1.1.0, removed in 2.0.0
     "LEGACY_INIT_DIR",  # Not functional; deprecated in 1.1.0, removed in 2.0.0

From 0e192d5de7fa11266ea212f02c66536238299c73 Mon Sep 17 00:00:00 2001
From: Anastasia Dusak <61540676+k-a-il@users.noreply.github.com>
Date: Sat, 30 Aug 2025 15:39:19 +0200
Subject: [PATCH 156/697] IaC: Add CFN_IGNORE_UNSUPPORTED_RESOURCE_TYPES to
 environment variables tracked by localstack (#13074)

---
 localstack-core/localstack/runtime/analytics.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/localstack-core/localstack/runtime/analytics.py b/localstack-core/localstack/runtime/analytics.py
index 567fb645edec5..a4a18b95d6eaf 100644
--- a/localstack-core/localstack/runtime/analytics.py
+++ b/localstack-core/localstack/runtime/analytics.py
@@ -11,6 +11,7 @@
     "ACTIVATE_PRO",
     "ALLOW_NONSTANDARD_REGIONS",
     "BEDROCK_PREWARM",
+    "CFN_IGNORE_UNSUPPORTED_RESOURCE_TYPES",
     "CLOUDFRONT_LAMBDA_EDGE",
     "CONTAINER_RUNTIME",
     "DEBUG",

From a1874fc3dc97069edf4c5601b61ed1be09fe0fc9 Mon Sep 17 00:00:00 2001
From: Anastasia Dusak <61540676+k-a-il@users.noreply.github.com>
Date: Sat, 30 Aug 2025 15:41:24 +0200
Subject: [PATCH 157/697] Unit-tests: enable unit-tests for aws handlers
 (#13070)

---
 .../{analytics.py => test_analytics.py}       |  0
 .../handlers/{openapi.py => test_openapi.py}  |  0
 ...ichment.py => test_response_enrichment.py} |  0
 .../handlers/{service.py => test_service.py}  | 20 ++++++++++++++-----
 4 files changed, 15 insertions(+), 5 deletions(-)
 rename tests/unit/aws/handlers/{analytics.py => test_analytics.py} (100%)
 rename tests/unit/aws/handlers/{openapi.py => test_openapi.py} (100%)
 rename tests/unit/aws/handlers/{response_enrichment.py => test_response_enrichment.py} (100%)
 rename tests/unit/aws/handlers/{service.py => test_service.py} (93%)

diff --git a/tests/unit/aws/handlers/analytics.py b/tests/unit/aws/handlers/test_analytics.py
similarity index 100%
rename from tests/unit/aws/handlers/analytics.py
rename to tests/unit/aws/handlers/test_analytics.py
diff --git a/tests/unit/aws/handlers/openapi.py b/tests/unit/aws/handlers/test_openapi.py
similarity index 100%
rename from tests/unit/aws/handlers/openapi.py
rename to tests/unit/aws/handlers/test_openapi.py
diff --git a/tests/unit/aws/handlers/response_enrichment.py b/tests/unit/aws/handlers/test_response_enrichment.py
similarity index 100%
rename from tests/unit/aws/handlers/response_enrichment.py
rename to tests/unit/aws/handlers/test_response_enrichment.py
diff --git a/tests/unit/aws/handlers/service.py b/tests/unit/aws/handlers/test_service.py
similarity index 93%
rename from tests/unit/aws/handlers/service.py
rename to tests/unit/aws/handlers/test_service.py
index 100f329e99b9a..28ef66e4730b6 100644
--- a/tests/unit/aws/handlers/service.py
+++ b/tests/unit/aws/handlers/test_service.py
@@ -63,7 +63,10 @@ def test_service_exception(self, service_response_handler_chain):
         context.service_exception = ResourceAlreadyExistsException("oh noes")
 
         response = create_serializer(context.service).serialize_error_to_response(
-            context.service_exception, context.operation, context.request.headers
+            context.service_exception,
+            context.operation,
+            context.request.headers,
+            context.request_id,
         )
 
         service_response_handler_chain.handle(context, response)
@@ -83,14 +86,17 @@ def test_service_exception_with_code_from_spec(self, service_response_handler_ch
         context.service_exception = QueueDoesNotExist()
 
         response = create_serializer(context.service).serialize_error_to_response(
-            context.service_exception, context.operation, context.request.headers
+            context.service_exception,
+            context.operation,
+            context.request.headers,
+            context.request_id,
         )
 
         service_response_handler_chain.handle(context, response)
 
         assert context.service_exception.message == ""
-        assert context.service_exception.code == "AWS.SimpleQueueService.NonExistentQueue"
-        assert context.service_exception.sender_fault
+        assert context.service_exception.code == "QueueDoesNotExist"
+        assert not context.service_exception.sender_fault
         assert context.service_exception.status_code == 400
 
     def test_sets_exception_from_error_response(self, service_response_handler_chain):
@@ -131,7 +137,11 @@ def test_invalid_exception_does_nothing(self, service_response_handler_chain):
 
 class TestServiceExceptionSerializer:
     @pytest.mark.parametrize(
-        "message, output", [("", "not yet implemented or pro feature"), ("Ups!", "Ups!")]
+        "message, output",
+        [
+            ("", "not available in your current license plan or has not yet been emulated"),
+            ("Ups!", "Ups!"),
+        ],
     )
     def test_not_implemented_error(self, message, output):
         context = create_aws_request_context(

From b879462ced4f7f4347556193ce7a16c292703a19 Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Mon, 1 Sep 2025 09:19:59 +0200
Subject: [PATCH 158/697] Update ASF APIs (#13080)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
---
 .../localstack/aws/api/ec2/__init__.py        | 283 +++++++++++++++++-
 pyproject.toml                                |   6 +-
 requirements-base-runtime.txt                 |   4 +-
 requirements-dev.txt                          |   6 +-
 requirements-runtime.txt                      |   6 +-
 requirements-test.txt                         |   6 +-
 requirements-typehint.txt                     |   6 +-
 7 files changed, 298 insertions(+), 19 deletions(-)

diff --git a/localstack-core/localstack/aws/api/ec2/__init__.py b/localstack-core/localstack/aws/api/ec2/__init__.py
index 14302c5970617..4f23e18fdde8f 100644
--- a/localstack-core/localstack/aws/api/ec2/__init__.py
+++ b/localstack-core/localstack/aws/api/ec2/__init__.py
@@ -83,6 +83,9 @@
 DescribeFutureCapacityMaxResults = int
 DescribeHostReservationsMaxResults = int
 DescribeIamInstanceProfileAssociationsMaxResults = int
+DescribeImageReferencesMaxResults = int
+DescribeImageUsageReportEntriesMaxResults = int
+DescribeImageUsageReportsMaxResults = int
 DescribeInstanceCreditSpecificationsMaxResults = int
 DescribeInstanceImageMetadataMaxResults = int
 DescribeInstanceTopologyMaxResults = int
@@ -170,6 +173,11 @@
 ImageId = str
 ImageProvider = str
 ImageProviderRequest = str
+ImageUsageReportId = str
+ImageUsageReportState = str
+ImageUsageReportStateReason = str
+ImageUsageResourceTypeName = str
+ImageUsageResourceTypeOptionValue = str
 ImportImageTaskId = str
 ImportManifestUrl = str
 ImportSnapshotTaskId = str
@@ -298,6 +306,7 @@
 ReservedInstancesOfferingId = str
 ResourceArn = str
 ResourceConfigurationArn = str
+ResourceTypeOptionValue = str
 RestoreSnapshotTierRequestTemporaryRestoreDays = int
 ResultRange = int
 RetentionPeriodRequestDays = int
@@ -1022,6 +1031,12 @@ class EndDateType(StrEnum):
     limited = "limited"
 
 
+class EndpointIpAddressType(StrEnum):
+    ipv4 = "ipv4"
+    ipv6 = "ipv6"
+    dual_stack = "dual-stack"
+
+
 class EphemeralNvmeSupport(StrEnum):
     unsupported = "unsupported"
     supported = "supported"
@@ -1249,6 +1264,19 @@ class ImageBlockPublicAccessEnabledState(StrEnum):
     block_new_sharing = "block-new-sharing"
 
 
+class ImageReferenceOptionName(StrEnum):
+    state_name = "state-name"
+    version_depth = "version-depth"
+
+
+class ImageReferenceResourceType(StrEnum):
+    ec2_Instance = "ec2:Instance"
+    ec2_LaunchTemplate = "ec2:LaunchTemplate"
+    ssm_Parameter = "ssm:Parameter"
+    imagebuilder_ImageRecipe = "imagebuilder:ImageRecipe"
+    imagebuilder_ContainerRecipe = "imagebuilder:ContainerRecipe"
+
+
 class ImageState(StrEnum):
     pending = "pending"
     available = "available"
@@ -3112,6 +3140,7 @@ class ResourceType(StrEnum):
     fpga_image = "fpga-image"
     host_reservation = "host-reservation"
     image = "image"
+    image_usage_report = "image-usage-report"
     import_image_task = "import-image-task"
     import_snapshot_task = "import-snapshot-task"
     instance = "instance"
@@ -3204,6 +3233,7 @@ class RouteOrigin(StrEnum):
     CreateRouteTable = "CreateRouteTable"
     CreateRoute = "CreateRoute"
     EnableVgwRoutePropagation = "EnableVgwRoutePropagation"
+    Advertisement = "Advertisement"
 
 
 class RouteServerAssociationState(StrEnum):
@@ -3288,6 +3318,7 @@ class RouteServerState(StrEnum):
 class RouteState(StrEnum):
     active = "active"
     blackhole = "blackhole"
+    filtered = "filtered"
 
 
 class RouteTableAssociationStateCode(StrEnum):
@@ -3554,6 +3585,12 @@ class TrafficDirection(StrEnum):
     egress = "egress"
 
 
+class TrafficIpAddressType(StrEnum):
+    ipv4 = "ipv4"
+    ipv6 = "ipv6"
+    dual_stack = "dual-stack"
+
+
 class TrafficMirrorFilterRuleField(StrEnum):
     destination_port_range = "destination-port-range"
     source_port_range = "source-port-range"
@@ -6421,6 +6458,7 @@ class ClientVpnConnection(TypedDict, total=False):
     IngressPackets: Optional[String]
     EgressPackets: Optional[String]
     ClientIp: Optional[String]
+    ClientIpv6Address: Optional[String]
     CommonName: Optional[String]
     Status: Optional[ClientVpnConnectionStatus]
     ConnectionEndTime: Optional[String]
@@ -6467,6 +6505,8 @@ class ClientVpnEndpoint(TypedDict, total=False):
     ClientLoginBannerOptions: Optional[ClientLoginBannerResponseOptions]
     ClientRouteEnforcementOptions: Optional[ClientRouteEnforcementResponseOptions]
     DisconnectOnSessionTimeout: Optional[Boolean]
+    EndpointIpAddressType: Optional[EndpointIpAddressType]
+    TrafficIpAddressType: Optional[TrafficIpAddressType]
 
 
 ClientVpnEndpointIdList = List[ClientVpnEndpointId]
@@ -6666,6 +6706,8 @@ class CopyImageRequest(ServiceRequest):
     CopyImageTags: Optional[Boolean]
     TagSpecifications: Optional[TagSpecificationList]
     SnapshotCopyCompletionDurationMinutes: Optional[Long]
+    DestinationAvailabilityZone: Optional[String]
+    DestinationAvailabilityZoneId: Optional[String]
     DryRun: Optional[Boolean]
 
 
@@ -6684,6 +6726,7 @@ class CopySnapshotRequest(ServiceRequest):
     SourceSnapshotId: String
     TagSpecifications: Optional[TagSpecificationList]
     CompletionDurationMinutes: Optional[SnapshotCompletionDurationMinutesRequest]
+    DestinationAvailabilityZone: Optional[String]
     DryRun: Optional[Boolean]
 
 
@@ -6799,7 +6842,7 @@ class CreateCarrierGatewayResult(TypedDict, total=False):
 
 
 class CreateClientVpnEndpointRequest(ServiceRequest):
-    ClientCidrBlock: String
+    ClientCidrBlock: Optional[String]
     ServerCertificateArn: String
     AuthenticationOptions: ClientVpnAuthenticationRequestList
     ConnectionLogOptions: ConnectionLogOptions
@@ -6819,6 +6862,8 @@ class CreateClientVpnEndpointRequest(ServiceRequest):
     ClientLoginBannerOptions: Optional[ClientLoginBannerOptions]
     ClientRouteEnforcementOptions: Optional[ClientRouteEnforcementOptions]
     DisconnectOnSessionTimeout: Optional[Boolean]
+    EndpointIpAddressType: Optional[EndpointIpAddressType]
+    TrafficIpAddressType: Optional[TrafficIpAddressType]
 
 
 class CreateClientVpnEndpointResult(TypedDict, total=False):
@@ -7443,6 +7488,39 @@ class CreateImageResult(TypedDict, total=False):
     ImageId: Optional[String]
 
 
+ImageUsageReportUserIdStringList = List[String]
+ImageUsageResourceTypeOptionValuesList = List[ImageUsageResourceTypeOptionValue]
+
+
+class ImageUsageResourceTypeOptionRequest(TypedDict, total=False):
+    OptionName: Optional[String]
+    OptionValues: Optional[ImageUsageResourceTypeOptionValuesList]
+
+
+ImageUsageResourceTypeOptionRequestList = List[ImageUsageResourceTypeOptionRequest]
+
+
+class ImageUsageResourceTypeRequest(TypedDict, total=False):
+    ResourceType: Optional[ImageUsageResourceTypeName]
+    ResourceTypeOptions: Optional[ImageUsageResourceTypeOptionRequestList]
+
+
+ImageUsageResourceTypeRequestList = List[ImageUsageResourceTypeRequest]
+
+
+class CreateImageUsageReportRequest(ServiceRequest):
+    ImageId: ImageId
+    DryRun: Optional[Boolean]
+    ResourceTypes: ImageUsageResourceTypeRequestList
+    AccountIds: Optional[ImageUsageReportUserIdStringList]
+    ClientToken: Optional[String]
+    TagSpecifications: Optional[TagSpecificationList]
+
+
+class CreateImageUsageReportResult(TypedDict, total=False):
+    ReportId: Optional[ImageUsageReportId]
+
+
 SecurityGroupIdStringListRequest = List[SecurityGroupId]
 
 
@@ -10726,6 +10804,15 @@ class DeleteFpgaImageResult(TypedDict, total=False):
     Return: Optional[Boolean]
 
 
+class DeleteImageUsageReportRequest(ServiceRequest):
+    ReportId: ImageUsageReportId
+    DryRun: Optional[Boolean]
+
+
+class DeleteImageUsageReportResult(TypedDict, total=False):
+    Return: Optional[Boolean]
+
+
 class DeleteInstanceConnectEndpointRequest(ServiceRequest):
     DryRun: Optional[Boolean]
     InstanceConnectEndpointId: InstanceConnectEndpointId
@@ -12558,6 +12645,127 @@ class DescribeImageAttributeRequest(ServiceRequest):
     DryRun: Optional[Boolean]
 
 
+DescribeImageReferencesImageIdStringList = List[ImageId]
+ResourceTypeOptionValuesList = List[ResourceTypeOptionValue]
+
+
+class ResourceTypeOption(TypedDict, total=False):
+    OptionName: Optional[ImageReferenceOptionName]
+    OptionValues: Optional[ResourceTypeOptionValuesList]
+
+
+ResourceTypeOptionList = List[ResourceTypeOption]
+
+
+class ResourceTypeRequest(TypedDict, total=False):
+    ResourceType: Optional[ImageReferenceResourceType]
+    ResourceTypeOptions: Optional[ResourceTypeOptionList]
+
+
+ResourceTypeRequestList = List[ResourceTypeRequest]
+
+
+class DescribeImageReferencesRequest(ServiceRequest):
+    ImageIds: DescribeImageReferencesImageIdStringList
+    IncludeAllResourceTypes: Optional[Boolean]
+    ResourceTypes: Optional[ResourceTypeRequestList]
+    NextToken: Optional[String]
+    DryRun: Optional[Boolean]
+    MaxResults: Optional[DescribeImageReferencesMaxResults]
+
+
+class ImageReference(TypedDict, total=False):
+    ImageId: Optional[ImageId]
+    ResourceType: Optional[ImageReferenceResourceType]
+    Arn: Optional[String]
+
+
+ImageReferenceList = List[ImageReference]
+
+
+class DescribeImageReferencesResult(TypedDict, total=False):
+    NextToken: Optional[String]
+    ImageReferences: Optional[ImageReferenceList]
+
+
+ImageUsageReportIdStringList = List[ImageUsageReportId]
+DescribeImageUsageReportsImageIdStringList = List[ImageId]
+
+
+class DescribeImageUsageReportEntriesRequest(ServiceRequest):
+    ImageIds: Optional[DescribeImageUsageReportsImageIdStringList]
+    ReportIds: Optional[ImageUsageReportIdStringList]
+    NextToken: Optional[String]
+    Filters: Optional[FilterList]
+    DryRun: Optional[Boolean]
+    MaxResults: Optional[DescribeImageUsageReportEntriesMaxResults]
+
+
+class ImageUsageReportEntry(TypedDict, total=False):
+    ResourceType: Optional[ImageUsageResourceTypeName]
+    ReportId: Optional[ImageUsageReportId]
+    UsageCount: Optional[Long]
+    AccountId: Optional[String]
+    ImageId: Optional[ImageId]
+    ReportCreationTime: Optional[MillisecondDateTime]
+
+
+ImageUsageReportEntryList = List[ImageUsageReportEntry]
+
+
+class DescribeImageUsageReportEntriesResult(TypedDict, total=False):
+    NextToken: Optional[String]
+    ImageUsageReportEntries: Optional[ImageUsageReportEntryList]
+
+
+class DescribeImageUsageReportsRequest(ServiceRequest):
+    ImageIds: Optional[DescribeImageUsageReportsImageIdStringList]
+    ReportIds: Optional[ImageUsageReportIdStringList]
+    NextToken: Optional[String]
+    Filters: Optional[FilterList]
+    DryRun: Optional[Boolean]
+    MaxResults: Optional[DescribeImageUsageReportsMaxResults]
+
+
+UserIdList = List[String]
+
+
+class ImageUsageResourceTypeOption(TypedDict, total=False):
+    OptionName: Optional[String]
+    OptionValues: Optional[ImageUsageResourceTypeOptionValuesList]
+
+
+ImageUsageResourceTypeOptionList = List[ImageUsageResourceTypeOption]
+
+
+class ImageUsageResourceType(TypedDict, total=False):
+    ResourceType: Optional[ImageUsageResourceTypeName]
+    ResourceTypeOptions: Optional[ImageUsageResourceTypeOptionList]
+
+
+ImageUsageResourceTypeList = List[ImageUsageResourceType]
+
+
+class ImageUsageReport(TypedDict, total=False):
+    ImageId: Optional[ImageId]
+    ReportId: Optional[ImageUsageReportId]
+    ResourceTypes: Optional[ImageUsageResourceTypeList]
+    AccountIds: Optional[UserIdList]
+    State: Optional[ImageUsageReportState]
+    StateReason: Optional[ImageUsageReportStateReason]
+    CreationTime: Optional[MillisecondDateTime]
+    ExpirationTime: Optional[MillisecondDateTime]
+    Tags: Optional[TagList]
+
+
+ImageUsageReportList = List[ImageUsageReport]
+
+
+class DescribeImageUsageReportsResult(TypedDict, total=False):
+    NextToken: Optional[String]
+    ImageUsageReports: Optional[ImageUsageReportList]
+
+
 ImageIdStringList = List[ImageId]
 ExecutableByStringList = List[String]
 
@@ -21518,6 +21726,8 @@ def copy_image(
         copy_image_tags: Boolean | None = None,
         tag_specifications: TagSpecificationList | None = None,
         snapshot_copy_completion_duration_minutes: Long | None = None,
+        destination_availability_zone: String | None = None,
+        destination_availability_zone_id: String | None = None,
         dry_run: Boolean | None = None,
         **kwargs,
     ) -> CopyImageResult:
@@ -21537,6 +21747,7 @@ def copy_snapshot(
         presigned_url: CopySnapshotRequestPSU | None = None,
         tag_specifications: TagSpecificationList | None = None,
         completion_duration_minutes: SnapshotCompletionDurationMinutesRequest | None = None,
+        destination_availability_zone: String | None = None,
         dry_run: Boolean | None = None,
         **kwargs,
     ) -> CopySnapshotResult:
@@ -21615,10 +21826,10 @@ def create_carrier_gateway(
     def create_client_vpn_endpoint(
         self,
         context: RequestContext,
-        client_cidr_block: String,
         server_certificate_arn: String,
         authentication_options: ClientVpnAuthenticationRequestList,
         connection_log_options: ConnectionLogOptions,
+        client_cidr_block: String | None = None,
         dns_servers: ValueStringList | None = None,
         transport_protocol: TransportProtocol | None = None,
         vpn_port: Integer | None = None,
@@ -21635,6 +21846,8 @@ def create_client_vpn_endpoint(
         client_login_banner_options: ClientLoginBannerOptions | None = None,
         client_route_enforcement_options: ClientRouteEnforcementOptions | None = None,
         disconnect_on_session_timeout: Boolean | None = None,
+        endpoint_ip_address_type: EndpointIpAddressType | None = None,
+        traffic_ip_address_type: TrafficIpAddressType | None = None,
         **kwargs,
     ) -> CreateClientVpnEndpointResult:
         raise NotImplementedError
@@ -21794,6 +22007,20 @@ def create_image(
     ) -> CreateImageResult:
         raise NotImplementedError
 
+    @handler("CreateImageUsageReport")
+    def create_image_usage_report(
+        self,
+        context: RequestContext,
+        image_id: ImageId,
+        resource_types: ImageUsageResourceTypeRequestList,
+        dry_run: Boolean | None = None,
+        account_ids: ImageUsageReportUserIdStringList | None = None,
+        client_token: String | None = None,
+        tag_specifications: TagSpecificationList | None = None,
+        **kwargs,
+    ) -> CreateImageUsageReportResult:
+        raise NotImplementedError
+
     @handler("CreateInstanceConnectEndpoint")
     def create_instance_connect_endpoint(
         self,
@@ -22998,6 +23225,16 @@ def delete_fpga_image(
     ) -> DeleteFpgaImageResult:
         raise NotImplementedError
 
+    @handler("DeleteImageUsageReport")
+    def delete_image_usage_report(
+        self,
+        context: RequestContext,
+        report_id: ImageUsageReportId,
+        dry_run: Boolean | None = None,
+        **kwargs,
+    ) -> DeleteImageUsageReportResult:
+        raise NotImplementedError
+
     @handler("DeleteInstanceConnectEndpoint")
     def delete_instance_connect_endpoint(
         self,
@@ -24380,6 +24617,48 @@ def describe_image_attribute(
     ) -> ImageAttribute:
         raise NotImplementedError
 
+    @handler("DescribeImageReferences")
+    def describe_image_references(
+        self,
+        context: RequestContext,
+        image_ids: DescribeImageReferencesImageIdStringList,
+        include_all_resource_types: Boolean | None = None,
+        resource_types: ResourceTypeRequestList | None = None,
+        next_token: String | None = None,
+        dry_run: Boolean | None = None,
+        max_results: DescribeImageReferencesMaxResults | None = None,
+        **kwargs,
+    ) -> DescribeImageReferencesResult:
+        raise NotImplementedError
+
+    @handler("DescribeImageUsageReportEntries")
+    def describe_image_usage_report_entries(
+        self,
+        context: RequestContext,
+        image_ids: DescribeImageUsageReportsImageIdStringList | None = None,
+        report_ids: ImageUsageReportIdStringList | None = None,
+        next_token: String | None = None,
+        filters: FilterList | None = None,
+        dry_run: Boolean | None = None,
+        max_results: DescribeImageUsageReportEntriesMaxResults | None = None,
+        **kwargs,
+    ) -> DescribeImageUsageReportEntriesResult:
+        raise NotImplementedError
+
+    @handler("DescribeImageUsageReports")
+    def describe_image_usage_reports(
+        self,
+        context: RequestContext,
+        image_ids: DescribeImageUsageReportsImageIdStringList | None = None,
+        report_ids: ImageUsageReportIdStringList | None = None,
+        next_token: String | None = None,
+        filters: FilterList | None = None,
+        dry_run: Boolean | None = None,
+        max_results: DescribeImageUsageReportsMaxResults | None = None,
+        **kwargs,
+    ) -> DescribeImageUsageReportsResult:
+        raise NotImplementedError
+
     @handler("DescribeImages")
     def describe_images(
         self,
diff --git a/pyproject.toml b/pyproject.toml
index 677971d31c754..6d86c8e6f47a1 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -53,9 +53,9 @@ Issues = "https://github.com/localstack/localstack/issues"
 # minimal required to actually run localstack on the host for services natively implemented in python
 base-runtime = [
     # pinned / updated by ASF update action
-    "boto3==1.40.16",
+    "boto3==1.40.21",
     # pinned / updated by ASF update action
-    "botocore==1.40.16",
+    "botocore==1.40.21",
     "awscrt>=0.13.14,!=0.27.1",
     "cbor2>=5.5.0",
     "dnspython>=1.16.0",
@@ -78,7 +78,7 @@ base-runtime = [
 runtime = [
     "localstack-core[base-runtime]",
     # pinned / updated by ASF update action
-    "awscli==1.42.16",
+    "awscli==1.42.21",
     "airspeed-ext>=0.6.3",
     # version that has a built wheel
     "kclpy-ext>=3.0.0",
diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index 1054c511907ab..ab89f00dbedee 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -11,9 +11,9 @@ attrs==25.3.0
     #   referencing
 awscrt==0.27.6
     # via localstack-core (pyproject.toml)
-boto3==1.40.16
+boto3==1.40.21
     # via localstack-core (pyproject.toml)
-botocore==1.40.16
+botocore==1.40.21
     # via
     #   boto3
     #   localstack-core (pyproject.toml)
diff --git a/requirements-dev.txt b/requirements-dev.txt
index 7626de411daba..fd5018a5cbc2d 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -39,17 +39,17 @@ aws-sam-translator==1.99.0
     #   localstack-core
 aws-xray-sdk==2.14.0
     # via moto-ext
-awscli==1.42.16
+awscli==1.42.21
     # via localstack-core
 awscrt==0.27.6
     # via localstack-core
-boto3==1.40.16
+boto3==1.40.21
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.40.16
+botocore==1.40.21
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index 73bb909cf0428..5d4a07de43e86 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -27,17 +27,17 @@ aws-sam-translator==1.99.0
     #   localstack-core (pyproject.toml)
 aws-xray-sdk==2.14.0
     # via moto-ext
-awscli==1.42.16
+awscli==1.42.21
     # via localstack-core (pyproject.toml)
 awscrt==0.27.6
     # via localstack-core
-boto3==1.40.16
+boto3==1.40.21
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.40.16
+botocore==1.40.21
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-test.txt b/requirements-test.txt
index be3201af8bc77..10b193fd9c185 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -39,17 +39,17 @@ aws-sam-translator==1.99.0
     #   localstack-core
 aws-xray-sdk==2.14.0
     # via moto-ext
-awscli==1.42.16
+awscli==1.42.21
     # via localstack-core
 awscrt==0.27.6
     # via localstack-core
-boto3==1.40.16
+boto3==1.40.21
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.40.16
+botocore==1.40.21
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index 716de50310dc0..17ef747e4af75 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -39,11 +39,11 @@ aws-sam-translator==1.99.0
     #   localstack-core
 aws-xray-sdk==2.14.0
     # via moto-ext
-awscli==1.42.16
+awscli==1.42.21
     # via localstack-core
 awscrt==0.27.6
     # via localstack-core
-boto3==1.40.16
+boto3==1.40.21
     # via
     #   aws-sam-translator
     #   kclpy-ext
@@ -51,7 +51,7 @@ boto3==1.40.16
     #   moto-ext
 boto3-stubs==1.40.18
     # via localstack-core (pyproject.toml)
-botocore==1.40.16
+botocore==1.40.21
     # via
     #   aws-xray-sdk
     #   awscli

From c495f516978c4806d291d34d4453499b51aa1a02 Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Mon, 1 Sep 2025 10:00:36 +0200
Subject: [PATCH 159/697] Update CODEOWNERS (#13081)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
---
 CODEOWNERS | 14 +++++++-------
 1 file changed, 7 insertions(+), 7 deletions(-)

diff --git a/CODEOWNERS b/CODEOWNERS
index 3988f247d85f1..47d263c3a2bd9 100644
--- a/CODEOWNERS
+++ b/CODEOWNERS
@@ -213,9 +213,9 @@
 /tests/aws/services/s3control/ @bentsku
 
 # secretsmanager
-/localstack-core/localstack/aws/api/secretsmanager/ @dominikschubert @macnev2013 @MEPalma
-/localstack-core/localstack/services/secretsmanager/ @dominikschubert @macnev2013 @MEPalma
-/tests/aws/services/secretsmanager/ @dominikschubert @macnev2013 @MEPalma
+/localstack-core/localstack/aws/api/secretsmanager/ @dominikschubert @macnev2013
+/localstack-core/localstack/services/secretsmanager/ @dominikschubert @macnev2013
+/tests/aws/services/secretsmanager/ @dominikschubert @macnev2013
 
 # ses
 /localstack-core/localstack/aws/api/ses/ @viren-nadkarni
@@ -240,10 +240,10 @@
 /tests/aws/services/ssm/ @dominikschubert
 
 # stepfunctions
-/localstack-core/localstack/aws/api/stepfunctions/ @MEPalma @joe4dev @gregfurman
-/localstack-core/localstack/services/stepfunctions/ @MEPalma @joe4dev @gregfurman
-/tests/aws/services/stepfunctions/ @MEPalma @joe4dev @gregfurman
-/tests/unit/services/stepfunctions/ @MEPalma @joe4dev @gregfurman
+/localstack-core/localstack/aws/api/stepfunctions/ @dominikschubert @joe4dev @gregfurman
+/localstack-core/localstack/services/stepfunctions/ @dominikschubert @joe4dev @gregfurman
+/tests/aws/services/stepfunctions/ @dominikschubert @joe4dev @gregfurman
+/tests/unit/services/stepfunctions/ @dominikschubert @joe4dev @gregfurman
 
 # sts
 /localstack-core/localstack/aws/api/sts/ @pinzon @dfangl

From 3ac3813f7827f58f0dadaeb7e086732e01f0c749 Mon Sep 17 00:00:00 2001
From: Giovanni Grano <me@giograno.com>
Date: Mon, 1 Sep 2025 16:21:10 +0200
Subject: [PATCH 160/697] Fix typing for the tagging service (#13077)

---
 localstack-core/localstack/utils/tagging.py | 11 ++++++++---
 1 file changed, 8 insertions(+), 3 deletions(-)

diff --git a/localstack-core/localstack/utils/tagging.py b/localstack-core/localstack/utils/tagging.py
index 19adbdd3a4a85..6e42c96346c47 100644
--- a/localstack-core/localstack/utils/tagging.py
+++ b/localstack-core/localstack/utils/tagging.py
@@ -2,13 +2,18 @@
 
 
 class TaggingService:
-    def __init__(self, key_field: str = None, value_field: str = None):
+    key_field: str
+    value_field: str
+
+    tags: dict[str, dict[str, str]]
+
+    def __init__(self, key_field: str = "Key", value_field: str = "Value"):
         """
         :param key_field: the field name representing the tag key as used by botocore specs
         :param value_field: the field name representing the tag value as used by botocore specs
         """
-        self.key_field = key_field or "Key"
-        self.value_field = value_field or "Value"
+        self.key_field = key_field
+        self.value_field = value_field
 
         self.tags = {}
 

From ef6e8686f9f5d6f9d3380f94b182b27f81778f6f Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Tue, 2 Sep 2025 09:00:41 +0200
Subject: [PATCH 161/697] Upgrade pinned Python dependencies (#13084)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
---
 .pre-commit-config.yaml       |  2 +-
 requirements-base-runtime.txt |  2 +-
 requirements-basic.txt        |  2 +-
 requirements-dev.txt          | 14 ++++-----
 requirements-runtime.txt      |  6 ++--
 requirements-test.txt         | 12 ++++----
 requirements-typehint.txt     | 56 +++++++++++++++++------------------
 7 files changed, 47 insertions(+), 47 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 61a44be5848e0..1a773502075ea 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -3,7 +3,7 @@
 repos:
   - repo: https://github.com/astral-sh/ruff-pre-commit
     # Ruff version.
-    rev: v0.12.10
+    rev: v0.12.11
     hooks:
       - id: ruff
         args: [--fix, --exit-non-zero-on-fix]
diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index ab89f00dbedee..e831e2358c9d3 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -34,7 +34,7 @@ click==8.2.1
     # via localstack-core (pyproject.toml)
 constantly==23.10.4
     # via localstack-twisted
-cryptography==45.0.6
+cryptography==45.0.7
     # via
     #   localstack-core (pyproject.toml)
     #   pyopenssl
diff --git a/requirements-basic.txt b/requirements-basic.txt
index 1aa313cfa2e62..7f46c814f34b3 100644
--- a/requirements-basic.txt
+++ b/requirements-basic.txt
@@ -16,7 +16,7 @@ charset-normalizer==3.4.3
     # via requests
 click==8.2.1
     # via localstack-core (pyproject.toml)
-cryptography==45.0.6
+cryptography==45.0.7
     # via localstack-core (pyproject.toml)
 dill==0.3.6
     # via localstack-core (pyproject.toml)
diff --git a/requirements-dev.txt b/requirements-dev.txt
index fd5018a5cbc2d..90499606ac614 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -31,9 +31,9 @@ aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
 aws-cdk-cloud-assembly-schema==48.6.0
     # via aws-cdk-lib
-aws-cdk-lib==2.212.0
+aws-cdk-lib==2.213.0
     # via localstack-core
-aws-sam-translator==1.99.0
+aws-sam-translator==1.100.0
     # via
     #   cfn-lint
     #   localstack-core
@@ -94,7 +94,7 @@ constantly==23.10.4
     # via localstack-twisted
 constructs==10.4.2
     # via aws-cdk-lib
-coverage==7.10.5
+coverage==7.10.6
     # via
     #   coveralls
     #   localstack-core
@@ -102,7 +102,7 @@ coveralls==4.0.1
     # via localstack-core (pyproject.toml)
 crontab==1.0.5
     # via localstack-core
-cryptography==45.0.6
+cryptography==45.0.7
     # via
     #   joserfc
     #   localstack-core
@@ -365,7 +365,7 @@ pytest==8.4.1
     #   pytest-tinybird
 pytest-httpserver==1.1.3
     # via localstack-core
-pytest-rerunfailures==15.1
+pytest-rerunfailures==16.0
     # via localstack-core
 pytest-split==0.10.0
     # via localstack-core
@@ -398,7 +398,7 @@ referencing==0.36.2
     #   jsonschema
     #   jsonschema-path
     #   jsonschema-specifications
-regex==2025.7.34
+regex==2025.9.1
     # via cfn-lint
 requests==2.32.5
     # via
@@ -433,7 +433,7 @@ rsa==4.7.2
     # via awscli
 rstr==3.2.2
     # via localstack-core (pyproject.toml)
-ruff==0.12.10
+ruff==0.12.11
     # via localstack-core (pyproject.toml)
 s3transfer==0.13.1
     # via
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index 5d4a07de43e86..c16ad8da8c832 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -21,7 +21,7 @@ attrs==25.3.0
     #   jsonschema
     #   localstack-twisted
     #   referencing
-aws-sam-translator==1.99.0
+aws-sam-translator==1.100.0
     # via
     #   cfn-lint
     #   localstack-core (pyproject.toml)
@@ -76,7 +76,7 @@ constantly==23.10.4
     # via localstack-twisted
 crontab==1.0.5
     # via localstack-core (pyproject.toml)
-cryptography==45.0.6
+cryptography==45.0.7
     # via
     #   joserfc
     #   localstack-core
@@ -281,7 +281,7 @@ referencing==0.36.2
     #   jsonschema
     #   jsonschema-path
     #   jsonschema-specifications
-regex==2025.7.34
+regex==2025.9.1
     # via cfn-lint
 requests==2.32.5
     # via
diff --git a/requirements-test.txt b/requirements-test.txt
index 10b193fd9c185..e496e0ee961f6 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -31,9 +31,9 @@ aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
 aws-cdk-cloud-assembly-schema==48.6.0
     # via aws-cdk-lib
-aws-cdk-lib==2.212.0
+aws-cdk-lib==2.213.0
     # via localstack-core (pyproject.toml)
-aws-sam-translator==1.99.0
+aws-sam-translator==1.100.0
     # via
     #   cfn-lint
     #   localstack-core
@@ -92,11 +92,11 @@ constantly==23.10.4
     # via localstack-twisted
 constructs==10.4.2
     # via aws-cdk-lib
-coverage==7.10.5
+coverage==7.10.6
     # via localstack-core (pyproject.toml)
 crontab==1.0.5
     # via localstack-core
-cryptography==45.0.6
+cryptography==45.0.7
     # via
     #   joserfc
     #   localstack-core
@@ -327,7 +327,7 @@ pytest==8.4.1
     #   pytest-tinybird
 pytest-httpserver==1.1.3
     # via localstack-core (pyproject.toml)
-pytest-rerunfailures==15.1
+pytest-rerunfailures==16.0
     # via localstack-core (pyproject.toml)
 pytest-split==0.10.0
     # via localstack-core (pyproject.toml)
@@ -359,7 +359,7 @@ referencing==0.36.2
     #   jsonschema
     #   jsonschema-path
     #   jsonschema-specifications
-regex==2025.7.34
+regex==2025.9.1
     # via cfn-lint
 requests==2.32.5
     # via
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index 17ef747e4af75..9b9aae0205353 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -31,9 +31,9 @@ aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
 aws-cdk-cloud-assembly-schema==48.6.0
     # via aws-cdk-lib
-aws-cdk-lib==2.212.0
+aws-cdk-lib==2.213.0
     # via localstack-core
-aws-sam-translator==1.99.0
+aws-sam-translator==1.100.0
     # via
     #   cfn-lint
     #   localstack-core
@@ -49,7 +49,7 @@ boto3==1.40.21
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-boto3-stubs==1.40.18
+boto3-stubs==1.40.21
     # via localstack-core (pyproject.toml)
 botocore==1.40.21
     # via
@@ -59,7 +59,7 @@ botocore==1.40.21
     #   localstack-core
     #   moto-ext
     #   s3transfer
-botocore-stubs==1.38.46
+botocore-stubs==1.40.21
     # via boto3-stubs
 build==1.3.0
     # via
@@ -98,7 +98,7 @@ constantly==23.10.4
     # via localstack-twisted
 constructs==10.4.2
     # via aws-cdk-lib
-coverage==7.10.5
+coverage==7.10.6
     # via
     #   coveralls
     #   localstack-core
@@ -106,7 +106,7 @@ coveralls==4.0.1
     # via localstack-core
 crontab==1.0.5
     # via localstack-core
-cryptography==45.0.6
+cryptography==45.0.7
     # via
     #   joserfc
     #   localstack-core
@@ -286,7 +286,7 @@ mypy-boto3-autoscaling==1.40.0
     # via boto3-stubs
 mypy-boto3-backup==1.40.0
     # via boto3-stubs
-mypy-boto3-batch==1.40.12
+mypy-boto3-batch==1.40.19
     # via boto3-stubs
 mypy-boto3-ce==1.40.0
     # via boto3-stubs
@@ -306,7 +306,7 @@ mypy-boto3-codecommit==1.40.18
     # via boto3-stubs
 mypy-boto3-codeconnections==1.40.2
     # via boto3-stubs
-mypy-boto3-codedeploy==1.40.0
+mypy-boto3-codedeploy==1.40.20
     # via boto3-stubs
 mypy-boto3-codepipeline==1.40.0
     # via boto3-stubs
@@ -320,11 +320,11 @@ mypy-boto3-dms==1.40.0
     # via boto3-stubs
 mypy-boto3-docdb==1.40.16
     # via boto3-stubs
-mypy-boto3-dynamodb==1.40.14
+mypy-boto3-dynamodb==1.40.20
     # via boto3-stubs
 mypy-boto3-dynamodbstreams==1.40.0
     # via boto3-stubs
-mypy-boto3-ec2==1.40.18
+mypy-boto3-ec2==1.40.21
     # via boto3-stubs
 mypy-boto3-ecr==1.40.0
     # via boto3-stubs
@@ -332,9 +332,9 @@ mypy-boto3-ecs==1.40.15
     # via boto3-stubs
 mypy-boto3-efs==1.40.0
     # via boto3-stubs
-mypy-boto3-eks==1.40.14
+mypy-boto3-eks==1.40.19
     # via boto3-stubs
-mypy-boto3-elasticache==1.40.0
+mypy-boto3-elasticache==1.40.19
     # via boto3-stubs
 mypy-boto3-elasticbeanstalk==1.40.15
     # via boto3-stubs
@@ -350,11 +350,11 @@ mypy-boto3-events==1.40.0
     # via boto3-stubs
 mypy-boto3-firehose==1.40.0
     # via boto3-stubs
-mypy-boto3-fis==1.40.0
+mypy-boto3-fis==1.40.20
     # via boto3-stubs
 mypy-boto3-glacier==1.40.18
     # via boto3-stubs
-mypy-boto3-glue==1.40.15
+mypy-boto3-glue==1.40.20
     # via boto3-stubs
 mypy-boto3-iam==1.40.0
     # via boto3-stubs
@@ -378,7 +378,7 @@ mypy-boto3-kinesisanalyticsv2==1.40.14
     # via boto3-stubs
 mypy-boto3-kms==1.40.0
     # via boto3-stubs
-mypy-boto3-lakeformation==1.40.0
+mypy-boto3-lakeformation==1.40.19
     # via boto3-stubs
 mypy-boto3-lambda==1.40.7
     # via boto3-stubs
@@ -400,7 +400,7 @@ mypy-boto3-opensearch==1.40.0
     # via boto3-stubs
 mypy-boto3-organizations==1.40.8
     # via boto3-stubs
-mypy-boto3-pi==1.40.0
+mypy-boto3-pi==1.40.19
     # via boto3-stubs
 mypy-boto3-pinpoint==1.40.18
     # via boto3-stubs
@@ -408,13 +408,13 @@ mypy-boto3-pipes==1.40.0
     # via boto3-stubs
 mypy-boto3-qldb==1.40.16
     # via boto3-stubs
-mypy-boto3-qldb-session==1.40.0
+mypy-boto3-qldb-session==1.40.19
     # via boto3-stubs
-mypy-boto3-rds==1.40.16
+mypy-boto3-rds==1.40.20
     # via boto3-stubs
 mypy-boto3-rds-data==1.40.0
     # via boto3-stubs
-mypy-boto3-redshift==1.40.0
+mypy-boto3-redshift==1.40.19
     # via boto3-stubs
 mypy-boto3-redshift-data==1.40.0
     # via boto3-stubs
@@ -430,7 +430,7 @@ mypy-boto3-s3==1.40.0
     # via boto3-stubs
 mypy-boto3-s3control==1.40.12
     # via boto3-stubs
-mypy-boto3-sagemaker==1.40.16
+mypy-boto3-sagemaker==1.40.19
     # via boto3-stubs
 mypy-boto3-sagemaker-runtime==1.40.17
     # via boto3-stubs
@@ -440,7 +440,7 @@ mypy-boto3-serverlessrepo==1.40.17
     # via boto3-stubs
 mypy-boto3-servicediscovery==1.40.10
     # via boto3-stubs
-mypy-boto3-ses==1.40.0
+mypy-boto3-ses==1.40.20
     # via boto3-stubs
 mypy-boto3-sesv2==1.40.0
     # via boto3-stubs
@@ -456,9 +456,9 @@ mypy-boto3-stepfunctions==1.40.0
     # via boto3-stubs
 mypy-boto3-sts==1.40.0
     # via boto3-stubs
-mypy-boto3-timestream-query==1.40.0
+mypy-boto3-timestream-query==1.40.20
     # via boto3-stubs
-mypy-boto3-timestream-write==1.40.0
+mypy-boto3-timestream-write==1.40.19
     # via boto3-stubs
 mypy-boto3-transcribe==1.40.8
     # via boto3-stubs
@@ -466,7 +466,7 @@ mypy-boto3-verifiedpermissions==1.40.0
     # via boto3-stubs
 mypy-boto3-wafv2==1.40.16
     # via boto3-stubs
-mypy-boto3-xray==1.40.0
+mypy-boto3-xray==1.40.21
     # via boto3-stubs
 mypy-extensions==1.1.0
     # via mypy
@@ -575,7 +575,7 @@ pytest==8.4.1
     #   pytest-tinybird
 pytest-httpserver==1.1.3
     # via localstack-core
-pytest-rerunfailures==15.1
+pytest-rerunfailures==16.0
     # via localstack-core
 pytest-split==0.10.0
     # via localstack-core
@@ -608,7 +608,7 @@ referencing==0.36.2
     #   jsonschema
     #   jsonschema-path
     #   jsonschema-specifications
-regex==2025.7.34
+regex==2025.9.1
     # via cfn-lint
 requests==2.32.5
     # via
@@ -643,7 +643,7 @@ rsa==4.7.2
     # via awscli
 rstr==3.2.2
     # via localstack-core
-ruff==0.12.10
+ruff==0.12.11
     # via localstack-core
 s3transfer==0.13.1
     # via
@@ -677,7 +677,7 @@ typeguard==2.13.3
     #   jsii
 types-awscrt==0.27.6
     # via botocore-stubs
-types-s3transfer==0.13.0
+types-s3transfer==0.13.1
     # via boto3-stubs
 typing-extensions==4.15.0
     # via

From d9b83c5a4e291208fe37fa94bbf89a8cddbdf833 Mon Sep 17 00:00:00 2001
From: Daniel Fangl <daniel.fangl@localstack.cloud>
Date: Tue, 2 Sep 2025 09:33:31 +0200
Subject: [PATCH 162/697] Upgrade to node 22.x (#13083)

---
 .github/workflows/tests-pro-integration.yml |  4 ++--
 Dockerfile                                  | 13 ++++++-------
 2 files changed, 8 insertions(+), 9 deletions(-)

diff --git a/.github/workflows/tests-pro-integration.yml b/.github/workflows/tests-pro-integration.yml
index 7b0ee0e2f11bb..e89b7db141368 100644
--- a/.github/workflows/tests-pro-integration.yml
+++ b/.github/workflows/tests-pro-integration.yml
@@ -211,10 +211,10 @@ jobs:
         with:
           python-version: '3.11'
 
-      - name: Set up Node 18.x
+      - name: Set up Node 22.x
         uses: actions/setup-node@v4
         with:
-          node-version: 18.x
+          node-version: 22.x
 
       - name: Set up JDK 11
         uses: actions/setup-java@v5
diff --git a/Dockerfile b/Dockerfile
index 00741b261a324..38992658229e5 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -14,10 +14,9 @@ RUN --mount=type=cache,target=/var/cache/apt \
         # patch for CVE-2024-45490, CVE-2024-45491, CVE-2024-45492
         apt-get install --only-upgrade libexpat1
 
-# FIXME Node 18 actually shouldn't be necessary in Community, but we assume its presence in lots of tests
 # Install nodejs package from the dist release server. Note: we're installing from dist binaries, and not via
-#  `apt-get`, to avoid installing `python3.9` into the image (which otherwise comes as a dependency of nodejs).
-# See https://github.com/nodejs/docker-node/blob/main/18/bullseye/Dockerfile
+#  `apt-get`, to avoid installing `python3.11` into the image (which otherwise comes as a dependency of nodejs).
+# See https://github.com/nodejs/docker-node/blob/main/22/trixie/Dockerfile
 RUN ARCH= && dpkgArch="$(dpkg --print-architecture)" \
   && case "${dpkgArch##*-}" in \
     amd64) ARCH='x64';; \
@@ -27,7 +26,7 @@ RUN ARCH= && dpkgArch="$(dpkg --print-architecture)" \
   # gpg keys listed at https://github.com/nodejs/node#release-keys
   && set -ex \
   && for key in \
-    C0D6248439F1D5604AAFFB4021D900FFDB233756 \
+    5BE8A3F6C8A5C01D106C0AD820B1A390B168D356 \
     DD792F5973C6DE52C432CBDAC77ABFA00DDBF2B7 \
     CC68F5A3106FF448322E48ED27F5E38D5B0A215F \
     8FCCA13FEF1D0C2E91008E09770F7A9A5AE15600 \
@@ -39,11 +38,11 @@ RUN ARCH= && dpkgArch="$(dpkg --print-architecture)" \
       gpg --batch --keyserver hkps://keys.openpgp.org --recv-keys "$key" || \
       gpg --batch --keyserver keyserver.ubuntu.com --recv-keys "$key" ; \
   done \
-  && curl -LO https://nodejs.org/dist/latest-v18.x/SHASUMS256.txt \
+  && curl -LO https://nodejs.org/dist/latest-v22.x/SHASUMS256.txt \
   && LATEST_VERSION_FILENAME=$(cat SHASUMS256.txt | grep -o "node-v.*-linux-$ARCH" | sort | uniq) \
   && rm SHASUMS256.txt \
-  && curl -fsSLO --compressed "https://nodejs.org/dist/latest-v18.x/$LATEST_VERSION_FILENAME.tar.xz" \
-  && curl -fsSLO --compressed "https://nodejs.org/dist/latest-v18.x/SHASUMS256.txt.asc" \
+  && curl -fsSLO --compressed "https://nodejs.org/dist/latest-v22.x/$LATEST_VERSION_FILENAME.tar.xz" \
+  && curl -fsSLO --compressed "https://nodejs.org/dist/latest-v22.x/SHASUMS256.txt.asc" \
   && gpg --batch --decrypt --output SHASUMS256.txt SHASUMS256.txt.asc \
   && grep " $LATEST_VERSION_FILENAME.tar.xz\$" SHASUMS256.txt | sha256sum -c - \
   && tar -xJf "$LATEST_VERSION_FILENAME.tar.xz" -C /usr/local --strip-components=1 --no-same-owner \

From e164433a02d0d2e79364fcaccf7fd63c63c96b21 Mon Sep 17 00:00:00 2001
From: George Tsiolis <tsiolis.g@gmail.com>
Date: Tue, 2 Sep 2025 12:37:27 +0300
Subject: [PATCH 163/697] Change link to community (#13059)

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index a2cf02d22264a..63571b598fdf1 100644
--- a/README.md
+++ b/README.md
@@ -179,7 +179,7 @@ upvote 👍 [feature requests](https://github.com/localstack/localstack/issues?q
 🙋🏽 ask [support questions](https://docs.localstack.cloud/getting-started/help-and-support/),
 or 🗣️ discuss local cloud development:
 
-- [LocalStack Slack Community](https://localstack.cloud/contact/)
+- [LocalStack Slack Community](https://localstack.cloud/slack/)
 - [LocalStack GitHub Issue tracker](https://github.com/localstack/localstack/issues)
 
 ### Contributors

From 4d86663213c1f34451eaac1ca1165bf8a222c65a Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Tue, 2 Sep 2025 15:19:25 +0100
Subject: [PATCH 164/697] Align localstack.dev.kubernetes with our pro test
 configuration (#13076)

---
 .../localstack/dev/kubernetes/__main__.py     | 88 ++++++++++++++++++-
 1 file changed, 84 insertions(+), 4 deletions(-)

diff --git a/localstack-core/localstack/dev/kubernetes/__main__.py b/localstack-core/localstack/dev/kubernetes/__main__.py
index 646dd556c2760..28f9048388b3d 100644
--- a/localstack-core/localstack/dev/kubernetes/__main__.py
+++ b/localstack-core/localstack/dev/kubernetes/__main__.py
@@ -5,6 +5,11 @@
 import click
 import yaml
 
+EDGE_SERVICE_NODE_PORT = 30066
+NODE_PORT_START = 30010
+SERVICE_PORT_START = 4510
+NUMBER_OF_SERVICE_PORTS = 50
+
 
 @dataclasses.dataclass
 class MountPoint:
@@ -148,9 +153,46 @@ def generate_k8s_cluster_config(mount_points: list[MountPoint], port: int = 4566
         for mount_point in mount_points
     ]
 
-    ports = [{"port": f"{port}:31566", "nodeFilters": ["server:0"]}]
+    ports = [
+        # main gateway port
+        {
+            "nodeFilters": [
+                "server:0",
+            ],
+            "port": f"{port}:{EDGE_SERVICE_NODE_PORT}",
+        },
+        # 443 https port for main gateway
+        {
+            "nodeFilters": [
+                "server:0",
+            ],
+            "port": f"443:{EDGE_SERVICE_NODE_PORT}",
+        },
+        # Node ports
+        {
+            "nodeFilters": [
+                "server:0",
+            ],
+            "port": f"{SERVICE_PORT_START}-{SERVICE_PORT_START + NUMBER_OF_SERVICE_PORTS - 1}:{NODE_PORT_START}-{NODE_PORT_START + NUMBER_OF_SERVICE_PORTS - 1}",
+        },
+    ]
 
-    config = {"apiVersion": "k3d.io/v1alpha5", "kind": "Simple", "volumes": volumes, "ports": ports}
+    config = {
+        "apiVersion": "k3d.io/v1alpha5",
+        "kind": "Simple",
+        "volumes": volumes,
+        "ports": ports,
+        "options": {
+            "k3s": {
+                "extraArgs": [
+                    {
+                        "arg": "--kubelet-arg=container-log-max-size=1Gi",
+                        "nodeFilters": ["server:*"],
+                    },
+                ],
+            },
+        },
+    }
 
     return config
 
@@ -159,7 +201,7 @@ def snake_to_kebab_case(string: str):
     return string.lower().replace("_", "-")
 
 
-def generate_k8s_cluster_overrides(
+def generate_k8s_helm_overrides(
     mount_points: list[MountPoint], pro: bool = False, env: list[str] | None = None
 ):
     volumes = [
@@ -200,10 +242,45 @@ def generate_k8s_cluster_overrides(
                 "name": "CONTAINER_RUNTIME",
                 "value": "kubernetes",
             },
+            {
+                "name": "RDS_MYSQL_DOCKER",
+                "value": "1",
+            },
+            {
+                "name": "ENABLE_DMS",
+                "value": "1",
+            },
+            {
+                "name": "ENABLE_BEDROCK",
+                "value": "1",
+            },
+            {
+                "name": "DOCDB_PROXY_CONTAINER",
+                "value": "1",
+            },
+            {
+                "name": "GLUE_JOB_EXECUTOR_PROVIDER",
+                "value": "v2",
+            },
+            {
+                "name": "CLOUDFRONT_LAMBDA_EDGE",
+                "value": "1",
+            },
         ]
 
     image_repository = "localstack/localstack-pro" if pro else "localstack/localstack"
 
+    service = {
+        "edgeService": {
+            "nodePort": EDGE_SERVICE_NODE_PORT,
+        },
+        "externalServicePorts": {
+            "start": SERVICE_PORT_START,
+            "end": SERVICE_PORT_START + NUMBER_OF_SERVICE_PORTS,
+            "nodePortStart": NODE_PORT_START,
+        },
+        "dnsService": True,
+    }
     overrides = {
         "debug": True,
         "volumes": volumes,
@@ -211,6 +288,9 @@ def generate_k8s_cluster_overrides(
         "extraEnvVars": extra_env_vars,
         "image": {"repository": image_repository},
         "lambda": {"executor": "kubernetes"},
+        "service": service,
+        "readinessProbe": {"initialDelaySeconds": 10},
+        "livenessProbe": {"initialDelaySeconds": 10},
     }
 
     return overrides
@@ -295,7 +375,7 @@ def run(
 
     config = generate_k8s_cluster_config(mount_points, port=port)
 
-    overrides = generate_k8s_cluster_overrides(mount_points, pro=pro, env=env)
+    overrides = generate_k8s_helm_overrides(mount_points, pro=pro, env=env)
 
     output_dir = output_dir or os.getcwd()
     overrides_file = overrides_file or "overrides.yml"

From 68916baa7e8d579ee106a978e68dbd99711f2186 Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Wed, 3 Sep 2025 10:42:16 +0200
Subject: [PATCH 165/697] CI: fix cancellation of test runs when pushing
 commits on PR (#13089)

---
 .github/workflows/aws-tests.yml | 6 +++++-
 1 file changed, 5 insertions(+), 1 deletion(-)

diff --git a/.github/workflows/aws-tests.yml b/.github/workflows/aws-tests.yml
index 71bbe38397818..615e4d58cec4a 100644
--- a/.github/workflows/aws-tests.yml
+++ b/.github/workflows/aws-tests.yml
@@ -135,7 +135,11 @@ env:
   TINYBIRD_PYTEST_ARGS: "${{ github.repository == 'localstack/localstack' && ( github.ref == 'refs/heads/main' || startsWith(github.ref, 'refs/tags/v') ) && '--report-to-tinybird ' || '' }}"
   DOCKER_PULL_SECRET_AVAILABLE: ${{ secrets.DOCKERHUB_PULL_USERNAME != '' && secrets.DOCKERHUB_PULL_TOKEN != '' && 'true' || 'false' }}
 
-
+# Only one pull-request triggered run should be executed at a time
+# (head_ref is only set for PR events, otherwise fallback to run_id which differs for every run).
+concurrency:
+  group: ${{ github.workflow }}-${{ github.head_ref || github.run_id }}
+  cancel-in-progress: true
 
 jobs:
   build:

From b17f94f28cc870d41efecc50811abba082e0c265 Mon Sep 17 00:00:00 2001
From: Mateusz Kiersnowski <82416937+Ganji00@users.noreply.github.com>
Date: Wed, 3 Sep 2025 10:50:44 +0200
Subject: [PATCH 166/697] add PLATFORM validation to docker-helper.sh build
 command (#13079)

---
 bin/docker-helper.sh              |  1 +
 tests/bin/test.docker-helper.bats | 19 +++++++++++++++++++
 2 files changed, 20 insertions(+)

diff --git a/bin/docker-helper.sh b/bin/docker-helper.sh
index 0e838ebfe00ba..5c8cd0f52bfcd 100755
--- a/bin/docker-helper.sh
+++ b/bin/docker-helper.sh
@@ -125,6 +125,7 @@ function _set_version_defaults() {
 function cmd-build() {
     # start build of a platform-specific image (this target will get called for multiple archs like AMD64/ARM64)
     _enforce_image_name
+    _enforce_platform
     _set_version_defaults
 
     if [ ! -f "pyproject.toml" ]; then
diff --git a/tests/bin/test.docker-helper.bats b/tests/bin/test.docker-helper.bats
index 071dc97c536b2..2d91df6525466 100755
--- a/tests/bin/test.docker-helper.bats
+++ b/tests/bin/test.docker-helper.bats
@@ -70,6 +70,7 @@ setup_file() {
 # build
 
 @test "build creates image from custom Dockerfile" {
+  export PLATFORM="amd64"
   export IMAGE_NAME="localstack/test"
   export DOCKERFILE="tests/bin/files/Dockerfile"
   export TEST_SPECIFIC_VERSION="3.6.1.dev45"
@@ -297,6 +298,7 @@ setup_file() {
 
 
 @test "cmd-build throws error when setuptools-scm is not installed" {
+  export PLATFORM="amd64"
   export TEST_PIP_FAIL=1
   export IMAGE_NAME="localstack/test"
 
@@ -320,3 +322,20 @@ setup_file() {
   [ "$status" -eq 1 ]
   [[ "$output" == "Not a release commit." ]]
 }
+
+@test "build fails without PLATFORM" {
+  export IMAGE_NAME="localstack/test"
+  export TEST_SPECIFIC_VERSION="3.6.1.dev45"
+  run bin/docker-helper.sh build
+  [ "$status" -ne 0 ]
+  [[ "$output" =~ "PLATFORM is missing" ]]
+}
+
+@test "build succeeds with PLATFORM" {
+  export IMAGE_NAME="localstack/test"
+  export PLATFORM="amd64"
+  export TEST_SPECIFIC_VERSION="3.6.1.dev45"
+  run bin/docker-helper.sh build
+  [ "$status" -eq 0 ]
+  [[ "$output" =~ "docker buildx build --platform linux/amd64" ]]
+}

From 1634b81f0c0ef39f16a7d309e286d20dca66f8df Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Wed, 3 Sep 2025 11:31:03 +0200
Subject: [PATCH 167/697] SNS: fix 500 error for Unsubscribe with empty Sub ARN
 (#13087)

---
 .../localstack/services/sns/provider.py         |  8 +++++++-
 tests/aws/services/sns/test_sns.py              | 17 +++++++++++++----
 tests/aws/services/sns/test_sns.snapshot.json   | 13 ++++++++++++-
 tests/aws/services/sns/test_sns.validation.json |  8 +++++++-
 4 files changed, 39 insertions(+), 7 deletions(-)

diff --git a/localstack-core/localstack/services/sns/provider.py b/localstack-core/localstack/services/sns/provider.py
index c6e5380a3e960..71e1ffdda3c4f 100644
--- a/localstack-core/localstack/services/sns/provider.py
+++ b/localstack-core/localstack/services/sns/provider.py
@@ -1,4 +1,5 @@
 import base64
+import contextlib
 import copy
 import functools
 import json
@@ -419,6 +420,10 @@ def create_platform_endpoint(
     def unsubscribe(
         self, context: RequestContext, subscription_arn: subscriptionARN, **kwargs
     ) -> None:
+        if subscription_arn is None:
+            raise InvalidParameterException(
+                "Invalid parameter: SubscriptionArn Reason: no value for required parameter",
+            )
         count = len(subscription_arn.split(":"))
         try:
             parsed_arn = parse_arn(subscription_arn)
@@ -469,7 +474,8 @@ def unsubscribe(
                 subscription_arn=subscription_arn,
             )
 
-        store.topic_subscriptions[subscription["TopicArn"]].remove(subscription_arn)
+        with contextlib.suppress(ValueError):
+            store.topic_subscriptions[subscription["TopicArn"]].remove(subscription_arn)
         store.subscription_filter_policy.pop(subscription_arn, None)
         store.subscriptions.pop(subscription_arn, None)
 
diff --git a/tests/aws/services/sns/test_sns.py b/tests/aws/services/sns/test_sns.py
index d627bec62a6ec..d075e2eb48b97 100644
--- a/tests/aws/services/sns/test_sns.py
+++ b/tests/aws/services/sns/test_sns.py
@@ -1120,22 +1120,31 @@ def test_unsubscribe_idempotency(
         snapshot.match("unsubscribe-2", unsubscribe_2)
 
     @markers.aws.validated
-    def test_unsubscribe_wrong_arn_format(self, snapshot, aws_client):
+    def test_unsubscribe_wrong_arn_format(self, snapshot, aws_client_factory, region_name):
+        sns_client = aws_client_factory(
+            region_name=region_name, config=Config(parameter_validation=False)
+        ).sns
+
         with pytest.raises(ClientError) as e:
-            aws_client.sns.unsubscribe(SubscriptionArn="randomstring")
+            sns_client.unsubscribe(SubscriptionArn="randomstring")
 
         snapshot.match("invalid-unsubscribe-arn-1", e.value.response)
 
         with pytest.raises(ClientError) as e:
-            aws_client.sns.unsubscribe(SubscriptionArn="arn:aws:sns:us-east-1:random")
+            sns_client.unsubscribe(SubscriptionArn="arn:aws:sns:us-east-1:random")
 
         snapshot.match("invalid-unsubscribe-arn-2", e.value.response)
 
         with pytest.raises(ClientError) as e:
-            aws_client.sns.unsubscribe(SubscriptionArn="arn:aws:sns:us-east-1:111111111111:random")
+            sns_client.unsubscribe(SubscriptionArn="arn:aws:sns:us-east-1:111111111111:random")
 
         snapshot.match("invalid-unsubscribe-arn-3", e.value.response)
 
+        with pytest.raises(ClientError) as e:
+            sns_client.unsubscribe()
+
+        snapshot.match("invalid-unsubscribe-arn-4", e.value.response)
+
     @markers.aws.validated
     def test_subscribe_with_invalid_topic(self, sns_create_topic, sns_subscription, snapshot):
         with pytest.raises(ClientError) as e:
diff --git a/tests/aws/services/sns/test_sns.snapshot.json b/tests/aws/services/sns/test_sns.snapshot.json
index eedf12af18ef6..33687119db961 100644
--- a/tests/aws/services/sns/test_sns.snapshot.json
+++ b/tests/aws/services/sns/test_sns.snapshot.json
@@ -4021,7 +4021,7 @@
     }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrud::test_unsubscribe_wrong_arn_format": {
-    "recorded-date": "20-10-2023, 12:52:36",
+    "recorded-date": "02-09-2025, 20:17:36",
     "recorded-content": {
       "invalid-unsubscribe-arn-1": {
         "Error": {
@@ -4055,6 +4055,17 @@
           "HTTPHeaders": {},
           "HTTPStatusCode": 400
         }
+      },
+      "invalid-unsubscribe-arn-4": {
+        "Error": {
+          "Code": "InvalidParameter",
+          "Message": "Invalid parameter: SubscriptionArn Reason: no value for required parameter",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
       }
     }
   },
diff --git a/tests/aws/services/sns/test_sns.validation.json b/tests/aws/services/sns/test_sns.validation.json
index bf6054a476009..757998bdd060f 100644
--- a/tests/aws/services/sns/test_sns.validation.json
+++ b/tests/aws/services/sns/test_sns.validation.json
@@ -90,7 +90,13 @@
     "last_validated_date": "2023-11-06T23:36:06+00:00"
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrud::test_unsubscribe_wrong_arn_format": {
-    "last_validated_date": "2023-10-20T10:52:36+00:00"
+    "last_validated_date": "2025-09-02T20:17:36+00:00",
+    "durations_in_seconds": {
+      "setup": 0.45,
+      "call": 0.73,
+      "teardown": 0.0,
+      "total": 1.18
+    }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrud::test_validate_set_sub_attributes": {
     "last_validated_date": "2024-03-29T19:30:23+00:00"

From f74d79b3c3b386df23451d3e6f7112fd582246a2 Mon Sep 17 00:00:00 2001
From: Anastasia Dusak <61540676+k-a-il@users.noreply.github.com>
Date: Wed, 3 Sep 2025 13:10:13 +0200
Subject: [PATCH 168/697] CFN: log warning about upcoming change of
 CFN_IGNORE_UNSUPPORTED_RESOURCE_TYPES (#13085)

---
 .../cloudformation/engine/v2/change_set_model_executor.py     | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py
index d0c365fe7413e..ac485a3b60cff 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py
@@ -509,6 +509,10 @@ def _execute_resource_action(
             LOG.warning(
                 "Deployment of resource type %s successful due to config CFN_IGNORE_UNSUPPORTED_RESOURCE_TYPES"
             )
+            LOG.warning(
+                "Deployment of resource type %s will fail in upcoming LocalStack releases unless CFN_IGNORE_UNSUPPORTED_RESOURCE_TYPES is explicitly enabled.",
+                resource_type,
+            )
             event = ProgressEvent(
                 OperationStatus.SUCCESS,
                 resource_model={},

From a04f72d479bd4e7ed4792a1f5e2071bbd9dc4a7d Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Wed, 3 Sep 2025 19:30:41 +0200
Subject: [PATCH 169/697] APIGW: fix UpdateResource on root method (#13093)

---
 .../services/apigateway/legacy/provider.py    |  5 +++-
 .../apigateway/test_apigateway_api.py         | 27 +++++++++++++++++++
 .../test_apigateway_api.snapshot.json         | 27 +++++++++++++++++++
 .../test_apigateway_api.validation.json       |  9 +++++++
 4 files changed, 67 insertions(+), 1 deletion(-)

diff --git a/localstack-core/localstack/services/apigateway/legacy/provider.py b/localstack-core/localstack/services/apigateway/legacy/provider.py
index 30f06b41cfdea..da5a2dd29623d 100644
--- a/localstack-core/localstack/services/apigateway/legacy/provider.py
+++ b/localstack-core/localstack/services/apigateway/legacy/provider.py
@@ -697,6 +697,9 @@ def update_resource(
                     f"Invalid patch path  '{path}' specified for op '{op}'. Please choose supported operations"
                 )
 
+            if moto_resource.parent_id is None:
+                raise BadRequestException(f"Root resource cannot update its {path.strip('/')}.")
+
             if path == "/parentId":
                 value = patch_operation.get("value")
                 future_parent_resource = moto_rest_api.resources.get(value)
@@ -733,7 +736,7 @@ def update_resource(
                     api_resources.pop(current_parent_id)
 
         # add it to the new parent children
-        future_sibling_resources = api_resources[moto_resource.parent_id]
+        future_sibling_resources = api_resources.setdefault(moto_resource.parent_id, [])
         future_sibling_resources.append(resource_id)
 
         response = moto_resource.to_dict()
diff --git a/tests/aws/services/apigateway/test_apigateway_api.py b/tests/aws/services/apigateway/test_apigateway_api.py
index 095c95c61dde4..c33614b2cb89c 100644
--- a/tests/aws/services/apigateway/test_apigateway_api.py
+++ b/tests/aws/services/apigateway/test_apigateway_api.py
@@ -850,6 +850,33 @@ def test_update_resource_behaviour(self, apigw_create_rest_api, snapshot, aws_cl
             )
         snapshot.match("add-unsupported", e.value.response)
 
+    @markers.aws.validated
+    def test_update_resource_on_root(self, apigw_create_rest_api, snapshot, aws_client):
+        snapshot.add_transformer(SortingTransformer("items", lambda x: x["path"]))
+        response = apigw_create_rest_api(
+            name=f"test-api-{short_uid()}", description="testing resource behaviour"
+        )
+        api_id = response["id"]
+        root_id = response["rootResourceId"]
+
+        patch_operations = [
+            {"op": "replace", "path": "/pathPart", "value": "dogs"},
+        ]
+        with pytest.raises(ClientError) as e:
+            aws_client.apigateway.update_resource(
+                restApiId=api_id, resourceId=root_id, patchOperations=patch_operations
+            )
+        snapshot.match("update-root-path-part", e.value.response)
+
+        patch_operations = [
+            {"op": "replace", "path": "/parentId", "value": root_id},
+        ]
+        with pytest.raises(ClientError) as e:
+            aws_client.apigateway.update_resource(
+                restApiId=api_id, resourceId=root_id, patchOperations=patch_operations
+            )
+        snapshot.match("update-root-parent", e.value.response)
+
     @markers.aws.validated
     def test_delete_resource(self, apigw_create_rest_api, snapshot, aws_client):
         response = apigw_create_rest_api(
diff --git a/tests/aws/services/apigateway/test_apigateway_api.snapshot.json b/tests/aws/services/apigateway/test_apigateway_api.snapshot.json
index e8a285104af5f..fab0502213d49 100644
--- a/tests/aws/services/apigateway/test_apigateway_api.snapshot.json
+++ b/tests/aws/services/apigateway/test_apigateway_api.snapshot.json
@@ -4834,5 +4834,32 @@
         }
       }
     }
+  },
+  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiResource::test_update_resource_on_root": {
+    "recorded-date": "03-09-2025, 15:58:00",
+    "recorded-content": {
+      "update-root-path-part": {
+        "Error": {
+          "Code": "BadRequestException",
+          "Message": "Root resource cannot update its pathPart."
+        },
+        "message": "Root resource cannot update its pathPart.",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "update-root-parent": {
+        "Error": {
+          "Code": "BadRequestException",
+          "Message": "Root resource cannot update its parentId."
+        },
+        "message": "Root resource cannot update its parentId.",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/apigateway/test_apigateway_api.validation.json b/tests/aws/services/apigateway/test_apigateway_api.validation.json
index d27e081b8753a..05f58ffb55c21 100644
--- a/tests/aws/services/apigateway/test_apigateway_api.validation.json
+++ b/tests/aws/services/apigateway/test_apigateway_api.validation.json
@@ -104,6 +104,15 @@
   "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiResource::test_update_resource_behaviour": {
     "last_validated_date": "2024-04-15T17:29:08+00:00"
   },
+  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiResource::test_update_resource_on_root": {
+    "last_validated_date": "2025-09-03T15:58:00+00:00",
+    "durations_in_seconds": {
+      "setup": 0.82,
+      "call": 0.86,
+      "teardown": 0.3,
+      "total": 1.98
+    }
+  },
   "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiRestApi::test_create_rest_api_private_type": {
     "last_validated_date": "2025-07-04T16:09:35+00:00",
     "durations_in_seconds": {

From c7c025f1ab69978bfa350db3b41c8e229a2484d8 Mon Sep 17 00:00:00 2001
From: Bert Blommers <info@bertblommers.nl>
Date: Thu, 4 Sep 2025 08:47:28 +0000
Subject: [PATCH 170/697] Docker: Support remove_container(volume=True)
 (#13072)

---
 .../utils/container_utils/container_client.py | 12 ++++-
 .../container_utils/docker_cmd_client.py      |  6 ++-
 .../container_utils/docker_sdk_client.py      |  8 +--
 tests/integration/docker_utils/test_docker.py | 51 +++++++++++++++++++
 4 files changed, 71 insertions(+), 6 deletions(-)

diff --git a/localstack-core/localstack/utils/container_utils/container_client.py b/localstack-core/localstack/utils/container_utils/container_client.py
index bdb071c23d9cf..0551d78af5431 100644
--- a/localstack-core/localstack/utils/container_utils/container_client.py
+++ b/localstack-core/localstack/utils/container_utils/container_client.py
@@ -686,8 +686,16 @@ def unpause_container(self, container_name: str):
         """Unpauses a container with the given name."""
 
     @abstractmethod
-    def remove_container(self, container_name: str, force=True, check_existence=False) -> None:
-        """Removes container with given name"""
+    def remove_container(
+        self, container_name: str, force=True, check_existence=False, volumes=False
+    ) -> None:
+        """Removes container
+
+        :param container_name: Name of the container
+        :param force: Force the removal of a running container (uses SIGKILL)
+        :param check_existence: Return if container doesn't exist
+        :param volumes: Remove anonymous volumes associated with the container
+        """
 
     @abstractmethod
     def remove_image(self, image: str, force: bool = True) -> None:
diff --git a/localstack-core/localstack/utils/container_utils/docker_cmd_client.py b/localstack-core/localstack/utils/container_utils/docker_cmd_client.py
index 166c0d0dbed10..90f53e97a97e2 100644
--- a/localstack-core/localstack/utils/container_utils/docker_cmd_client.py
+++ b/localstack-core/localstack/utils/container_utils/docker_cmd_client.py
@@ -265,12 +265,16 @@ def commit(
                 f"Docker process returned with errorcode {e.returncode}", e.stdout, e.stderr
             ) from e
 
-    def remove_container(self, container_name: str, force=True, check_existence=False) -> None:
+    def remove_container(
+        self, container_name: str, force=True, check_existence=False, volumes=False
+    ) -> None:
         if check_existence and container_name not in self.get_all_container_names():
             return
         cmd = self._docker_cmd() + ["rm"]
         if force:
             cmd.append("-f")
+        if volumes:
+            cmd.append("--volumes")
         cmd.append(container_name)
         LOG.debug("Removing container with cmd %s", cmd)
         try:
diff --git a/localstack-core/localstack/utils/container_utils/docker_sdk_client.py b/localstack-core/localstack/utils/container_utils/docker_sdk_client.py
index 67cf0d4766c6c..45098e185f6bd 100644
--- a/localstack-core/localstack/utils/container_utils/docker_sdk_client.py
+++ b/localstack-core/localstack/utils/container_utils/docker_sdk_client.py
@@ -264,14 +264,16 @@ def unpause_container(self, container_name: str) -> None:
         except APIError as e:
             raise ContainerException() from e
 
-    def remove_container(self, container_name: str, force=True, check_existence=False) -> None:
-        LOG.debug("Removing container: %s", container_name)
+    def remove_container(
+        self, container_name: str, force=True, check_existence=False, volumes=False
+    ) -> None:
+        LOG.debug("Removing container: %s, with volumes: %s", container_name, volumes)
         if check_existence and container_name not in self.get_all_container_names():
             LOG.debug("Aborting removing due to check_existence check")
             return
         try:
             container = self.client().containers.get(container_name)
-            container.remove(force=force)
+            container.remove(force=force, v=volumes)
         except NotFound:
             if not force:
                 raise NoSuchContainer(container_name)
diff --git a/tests/integration/docker_utils/test_docker.py b/tests/integration/docker_utils/test_docker.py
index 2a06343d05860..668f7843bd291 100644
--- a/tests/integration/docker_utils/test_docker.py
+++ b/tests/integration/docker_utils/test_docker.py
@@ -1352,6 +1352,57 @@ def test_build_image(
         assert "foo=bar" in result["Config"]["Env"]
         assert "45329/tcp" in result["Config"]["ExposedPorts"]
 
+    @markers.skip_offline
+    def test_remove_anonymous_volumes(
+        self, docker_client: ContainerClient, create_container, tmp_path, cleanups
+    ):
+        dockerfile_dir = tmp_path / "dockerfile"
+        tmp_file = short_uid()
+        ctx_dir = dockerfile_dir
+        dockerfile_path = os.path.join(dockerfile_dir, "Dockerfile")
+
+        # Create a custom Dockerfile that creates an anonymous volume
+        dockerfile = f"""
+        FROM alpine
+        ADD {tmp_file} .
+        VOLUME [ "/tmp" ]
+        ENV foo=bar
+        EXPOSE 45329
+        """
+        save_file(dockerfile_path, dockerfile)
+        save_file(os.path.join(ctx_dir, tmp_file), "test content 123")
+
+        dockerfile_ref = str(dockerfile_dir)
+
+        # Using the SDK directly, as our abstraction doesn't directly expose volumes yet
+        docker_sdk = SdkDockerClient().docker_client
+
+        image_name = f"img-{short_uid()}"
+        docker_client.build_image(dockerfile_path=dockerfile_ref, image_name=image_name)
+        cleanups.append(lambda: docker_client.remove_image(image_name, force=True))
+
+        container = create_container(
+            image_name,
+            command=["sh", "-c", "while true; do sleep 1; done"],
+        )
+
+        volumes = docker_client.inspect_container_volumes(container.container_id)
+        assert len(volumes) == 1, "We should have a single (anonymous) volume in our custom image"
+        anon_volume_name = [v.name for v in volumes][0]
+
+        # Verify that the anonymous volume exists
+        current_volumes = docker_sdk.volumes.list()
+        current_volume_names = [v.name for v in current_volumes]
+        assert anon_volume_name in current_volume_names
+
+        # Remove the container, and explicilty remove anonymous volumes
+        docker_client.remove_container(container_name=container.container_name, volumes=True)
+
+        # Verify that the anonymous volume has been removed
+        current_volumes = docker_sdk.volumes.list()
+        current_volume_names = [v.name for v in current_volumes]
+        assert anon_volume_name not in current_volume_names
+
     @markers.skip_offline
     def test_run_container_non_existent_image(self, docker_client: ContainerClient):
         try:

From ff8de96c73e393b60311e27197b85ea3dbd4b307 Mon Sep 17 00:00:00 2001
From: Bernhard Matyas <90144234+baermat@users.noreply.github.com>
Date: Thu, 4 Sep 2025 11:18:37 +0200
Subject: [PATCH 171/697] SNS: create inital v2 provider in CI (#13069)

---
 .github/workflows/aws-tests.yml               | 58 ++++++++++++
 localstack-core/localstack/config.py          |  2 +
 .../localstack/services/providers.py          |  8 ++
 .../localstack/services/sns/v2/models.py      |  0
 .../localstack/services/sns/v2/provider.py    |  9 ++
 tests/aws/services/sns/conftest.py            | 13 +++
 tests/aws/services/sns/test_sns.py            | 92 +++++++++++++++++++
 .../services/sns/test_sns_filter_policy.py    | 23 +++++
 8 files changed, 205 insertions(+)
 create mode 100644 localstack-core/localstack/services/sns/v2/models.py
 create mode 100644 localstack-core/localstack/services/sns/v2/provider.py

diff --git a/.github/workflows/aws-tests.yml b/.github/workflows/aws-tests.yml
index 615e4d58cec4a..cd4ec7c2d71e4 100644
--- a/.github/workflows/aws-tests.yml
+++ b/.github/workflows/aws-tests.yml
@@ -211,6 +211,7 @@ jobs:
       dynamodb-v2: ${{ steps.changes.outputs.dynamodb-v2 }}
       events-v1: ${{ steps.changes.outputs.events-v1 }}
       cloudformation-v2: ${{ steps.changes.outputs.cloudformation-v2 }}
+      sns-v2: ${{ steps.changes.outputs.sns-v2 }}
     steps:
       - name: Checkout
         uses: actions/checkout@v5
@@ -273,6 +274,8 @@ jobs:
                - 'tests/aws/services/events/**'
             cloudformation-v2:
                - 'tests/aws/services/cloudformation/**'
+            sns-v2:
+               - 'tests/aws/services/sns/**' # todo: potentially add more locations (lambda/sqs tests?)
 
       - name: Run Unit Tests
         timeout-minutes: 8
@@ -846,6 +849,55 @@ jobs:
             ${{ env.COVERAGE_FILE }}
             ${{ env.JUNIT_REPORTS_FILE }}
           retention-days: 30
+  test-sns-v2:
+    name: Test SNS V2
+    if: ${{ !inputs.onlyAcceptanceTests && (github.ref == 'refs/heads/main' || startsWith(github.ref, 'refs/tags/v') || needs.test-preflight.outputs.sns-v2 == 'true') }}
+    runs-on: ubuntu-latest
+    needs:
+      - test-preflight
+      - build
+    timeout-minutes: 60
+    env:
+      # Set job-specific environment variables for pytest-tinybird
+      CI_JOB_NAME: ${{ github.job }}
+      CI_JOB_ID: ${{ github.job }}
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v5
+
+      - name: Prepare Local Test Environment
+        uses: ./.github/actions/setup-tests-env
+
+      - name: Download Test Selection
+        if: ${{ env.TESTSELECTION_PYTEST_ARGS }}
+        uses: actions/download-artifact@v5
+        with:
+          name: test-selection
+          path: dist/testselection/
+
+      - name: Run SNS v2 Provider Tests
+        timeout-minutes: 30
+        env:
+          # add the GitHub API token to avoid rate limit issues
+          GITHUB_API_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          DEBUG: 1
+          COVERAGE_FILE: ".coverage.sns_v2"
+          TEST_PATH: "tests/aws/services/sns/"
+          JUNIT_REPORTS_FILE: "pytest-junit-sns-v2.xml"
+          PYTEST_ARGS: "${{ env.TINYBIRD_PYTEST_ARGS }}${{ env.TESTSELECTION_PYTEST_ARGS }} --reruns 3 -o junit_suite_name=sns_v2"
+          PROVIDER_OVERRIDE_SNS: "v2"
+        run: make test-coverage
+
+      - name: Archive Test Results
+        uses: actions/upload-artifact@v4
+        if: success() || failure()
+        with:
+          name: test-results-sns-v2
+          include-hidden-files: true
+          path: |
+            pytest-junit-sns-v2.xml
+            .coverage.sns_v2
+          retention-days: 30
 
   publish-alternative-provider-test-results:
     name: Publish Alternative Provider Test Results
@@ -854,6 +906,7 @@ jobs:
       - test-events-v1
       - test-ddb-v2
       - test-cloudwatch-v1
+      - test-sns-v2
     runs-on: ubuntu-latest
     permissions:
       checks: write
@@ -883,6 +936,11 @@ jobs:
         with:
           pattern: test-results-cloudwatch-v1
 
+      - name: Download SNS v2 Artifacts
+        uses: actions/download-artifact@v5
+        with:
+          pattern: test-results-sns-v2
+
       - name: Publish Bootstrap and Integration Test Results
         uses: EnricoMi/publish-unit-test-result-action@v2
         if: success() || failure()
diff --git a/localstack-core/localstack/config.py b/localstack-core/localstack/config.py
index d9c581437ba88..ddfca40f220f8 100644
--- a/localstack-core/localstack/config.py
+++ b/localstack-core/localstack/config.py
@@ -1184,6 +1184,8 @@ def populate_edge_configuration(
     os.environ["PROVIDER_OVERRIDE_DYNAMODBSTREAMS"] = "v2"
     DDB_STREAMS_PROVIDER_V2 = True
 
+SNS_PROVIDER_V2 = os.environ.get("PROVIDER_OVERRIDE_SNS", "") == "v2"
+
 # TODO remove fallback to LAMBDA_DOCKER_NETWORK with next minor version
 MAIN_DOCKER_NETWORK = os.environ.get("MAIN_DOCKER_NETWORK", "") or LAMBDA_DOCKER_NETWORK
 
diff --git a/localstack-core/localstack/services/providers.py b/localstack-core/localstack/services/providers.py
index 2a09121d430f1..e4c57f8606e66 100644
--- a/localstack-core/localstack/services/providers.py
+++ b/localstack-core/localstack/services/providers.py
@@ -318,6 +318,14 @@ def sns():
     return Service.for_provider(provider, dispatch_table_factory=MotoFallbackDispatcher)
 
 
+@aws_provider(api="sns", name="v2")
+def sns_v2():
+    from localstack.services.sns.v2.provider import SnsProvider
+
+    provider = SnsProvider()
+    return Service.for_provider(provider)
+
+
 @aws_provider()
 def sqs():
     from localstack.services.sqs.provider import SqsProvider
diff --git a/localstack-core/localstack/services/sns/v2/models.py b/localstack-core/localstack/services/sns/v2/models.py
new file mode 100644
index 0000000000000..e69de29bb2d1d
diff --git a/localstack-core/localstack/services/sns/v2/provider.py b/localstack-core/localstack/services/sns/v2/provider.py
new file mode 100644
index 0000000000000..1278c0ecf1be5
--- /dev/null
+++ b/localstack-core/localstack/services/sns/v2/provider.py
@@ -0,0 +1,9 @@
+import logging
+
+from localstack.aws.api.sns import SnsApi
+
+# set up logger
+LOG = logging.getLogger(__name__)
+
+
+class SnsProvider(SnsApi): ...
diff --git a/tests/aws/services/sns/conftest.py b/tests/aws/services/sns/conftest.py
index 290a292828b51..fa653ff8e75d7 100644
--- a/tests/aws/services/sns/conftest.py
+++ b/tests/aws/services/sns/conftest.py
@@ -1,5 +1,8 @@
+import os
+
 import pytest
 
+from localstack.testing.aws.util import is_aws_cloud
 from localstack.utils.strings import short_uid
 
 LAMBDA_FN_SNS_ENDPOINT = """
@@ -17,6 +20,16 @@ def handler(event, *args):
 """
 
 
+def is_sns_v2_provider():
+    return os.environ.get("PROVIDER_OVERRIDE_SNS") == "v2" and not is_aws_cloud()
+
+
+skip_if_sns_v2 = pytest.mark.skipif(
+    is_sns_v2_provider(),
+    reason="Skipping test for v2 provider as it contains operations not yet supported",
+)
+
+
 @pytest.fixture
 def create_sns_http_endpoint_and_queue(
     aws_client, account_id, create_lambda_function, sqs_create_queue
diff --git a/tests/aws/services/sns/test_sns.py b/tests/aws/services/sns/test_sns.py
index d075e2eb48b97..c67f2af681f30 100644
--- a/tests/aws/services/sns/test_sns.py
+++ b/tests/aws/services/sns/test_sns.py
@@ -43,6 +43,7 @@
 from localstack.utils.testutil import check_expected_lambda_log_events_length
 from tests.aws.services.lambda_.functions import lambda_integration
 from tests.aws.services.lambda_.test_lambda import TEST_LAMBDA_PYTHON, TEST_LAMBDA_PYTHON_ECHO
+from tests.aws.services.sns.conftest import skip_if_sns_v2
 
 LOG = logging.getLogger(__name__)
 
@@ -97,6 +98,7 @@ class TestSNSTopicCrud:
             "$.get-topic-attrs.Attributes.Policy.Statement..Action",  # SNS:Receive is added by moto but not returned in AWS
         ]
     )
+    @skip_if_sns_v2
     def test_create_topic_with_attributes(self, sns_create_topic, snapshot, aws_client):
         create_topic = sns_create_topic(
             Name="topictest.fifo",
@@ -125,6 +127,7 @@ def test_create_topic_with_attributes(self, sns_create_topic, snapshot, aws_clie
         snapshot.match("get-attrs-malformed-topic", e.value.response)
 
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_tags(self, sns_create_topic, snapshot, aws_client):
         topic_arn = sns_create_topic()["TopicArn"]
         with pytest.raises(ClientError) as exc:
@@ -169,6 +172,7 @@ def test_tags(self, sns_create_topic, snapshot, aws_client):
             # SNS:Receive is added by moto but not returned in AWS
         ]
     )
+    @skip_if_sns_v2
     def test_create_topic_test_arn(self, sns_create_topic, snapshot, aws_client, account_id):
         topic_name = "topic-test-create"
         response = sns_create_topic(Name=topic_name)
@@ -193,6 +197,7 @@ def test_create_topic_test_arn(self, sns_create_topic, snapshot, aws_client, acc
         snapshot.match("topic-not-exists", e.value.response)
 
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_delete_topic_idempotency(self, sns_create_topic, aws_client, snapshot):
         topic_arn = sns_create_topic()["TopicArn"]
 
@@ -206,6 +211,7 @@ def test_delete_topic_idempotency(self, sns_create_topic, aws_client, snapshot):
         snapshot.match("delete-topic-again", delete_topic)
 
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_create_duplicate_topic_with_more_tags(self, sns_create_topic, snapshot, aws_client):
         topic_name = "test-duplicated-topic-more-tags"
         sns_create_topic(Name=topic_name)
@@ -216,6 +222,7 @@ def test_create_duplicate_topic_with_more_tags(self, sns_create_topic, snapshot,
         snapshot.match("exception-duplicate", e.value.response)
 
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_create_duplicate_topic_check_idempotency(self, sns_create_topic, snapshot):
         topic_name = f"test-{short_uid()}"
         tags = [{"Key": "a", "Value": "1"}, {"Key": "b", "Value": "2"}]
@@ -235,6 +242,7 @@ def test_create_duplicate_topic_check_idempotency(self, sns_create_topic, snapsh
             snapshot.match(f"response-same-arn-{index}", response)
 
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_create_topic_after_delete_with_new_tags(self, sns_create_topic, snapshot, aws_client):
         topic_name = f"test-{short_uid()}"
         topic = sns_create_topic(Name=topic_name, Tags=[{"Key": "Name", "Value": "pqr"}])
@@ -246,6 +254,7 @@ def test_create_topic_after_delete_with_new_tags(self, sns_create_topic, snapsho
 
     @markers.aws.validated
     @pytest.mark.skip(reason="Not properly implemented in Moto, only mocked")
+    @skip_if_sns_v2
     def test_topic_delivery_policy_crud(self, sns_create_topic, snapshot, aws_client):
         # https://docs.aws.amazon.com/sns/latest/dg/sns-message-delivery-retries.html
         create_topic = sns_create_topic(
@@ -327,6 +336,7 @@ class TestSNSPublishCrud:
     """
 
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_publish_by_path_parameters(
         self,
         sns_create_topic,
@@ -385,6 +395,7 @@ def test_publish_by_path_parameters(
         assert msg_body["Message"] == message
 
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_publish_wrong_arn_format(self, snapshot, aws_client):
         message = "Good news everyone!"
         with pytest.raises(ClientError) as e:
@@ -403,6 +414,7 @@ def test_publish_wrong_arn_format(self, snapshot, aws_client):
         snapshot.match("empty-topic", e.value.response)
 
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_publish_message_by_target_arn(
         self, sns_create_topic, sqs_create_queue, sns_create_sqs_subscription, snapshot, aws_client
     ):
@@ -437,6 +449,7 @@ def test_publish_message_by_target_arn(
         snapshot.match("receive-target-arn", response)
 
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_publish_message_before_subscribe_topic(
         self, sns_create_topic, sqs_create_queue, sns_create_sqs_subscription, snapshot, aws_client
     ):
@@ -465,6 +478,7 @@ def test_publish_message_before_subscribe_topic(
         snapshot.match("receive-messages", response)
 
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_unknown_topic_publish(self, sns_create_topic, snapshot, aws_client):
         # create topic to get the basic arn structure
         # otherwise you get InvalidClientTokenId exception because of account id
@@ -484,6 +498,7 @@ def test_unknown_topic_publish(self, sns_create_topic, snapshot, aws_client):
         snapshot.match("error", e.value.response)
 
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_topic_publish_another_region(
         self, sns_create_topic, snapshot, aws_client, aws_client_factory, secondary_region_name
     ):
@@ -523,6 +538,7 @@ def test_topic_publish_another_region(
         snapshot.match("error-batch", e.value.response)
 
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_publish_non_existent_target(self, sns_create_topic, snapshot, aws_client, region_name):
         topic_arn = sns_create_topic()["TopicArn"]
         account_id = parse_arn(topic_arn)["account"]
@@ -534,6 +550,7 @@ def test_publish_non_existent_target(self, sns_create_topic, snapshot, aws_clien
         snapshot.match("non-existent-endpoint", ex.value.response)
 
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_publish_with_empty_subject(self, sns_create_topic, snapshot, aws_client):
         topic_arn = sns_create_topic()["TopicArn"]
 
@@ -554,6 +571,7 @@ def test_publish_with_empty_subject(self, sns_create_topic, snapshot, aws_client
         snapshot.match("response-with-empty-subject", e.value.response)
 
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_empty_sns_message(
         self, sns_create_topic, sqs_create_queue, sns_create_sqs_subscription, snapshot, aws_client
     ):
@@ -572,6 +590,7 @@ def test_empty_sns_message(
         snapshot.match("queue-attrs", queue_attrs)
 
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_publish_too_long_message(self, sns_create_topic, snapshot, aws_client):
         topic_arn = sns_create_topic()["TopicArn"]
         # simulate payload over 256kb
@@ -603,6 +622,7 @@ def test_publish_too_long_message(self, sns_create_topic, snapshot, aws_client):
         assert publish["ResponseMetadata"]["HTTPStatusCode"] == 200
 
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_publish_batch_too_long_message(self, sns_create_topic, snapshot, aws_client):
         topic_arn = sns_create_topic()["TopicArn"]
         # simulate payload over 256kb
@@ -667,6 +687,7 @@ def test_publish_batch_too_long_message(self, sns_create_topic, snapshot, aws_cl
         assert publish_batch["ResponseMetadata"]["HTTPStatusCode"] == 200
 
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_message_structure_json_exc(self, sns_create_topic, snapshot, aws_client):
         topic_arn = sns_create_topic()["TopicArn"]
         # TODO: add batch
@@ -714,6 +735,7 @@ def test_message_structure_json_exc(self, sns_create_topic, snapshot, aws_client
 
 class TestSNSSubscriptionCrud:
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_subscribe_with_invalid_protocol(self, sns_create_topic, sns_subscription, snapshot):
         topic_arn = sns_create_topic()["TopicArn"]
 
@@ -725,6 +747,7 @@ def test_subscribe_with_invalid_protocol(self, sns_create_topic, sns_subscriptio
         snapshot.match("exception", e.value.response)
 
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_unsubscribe_from_non_existing_subscription(
         self, sns_create_topic, sqs_create_queue, sns_create_sqs_subscription, snapshot, aws_client
     ):
@@ -737,6 +760,7 @@ def test_unsubscribe_from_non_existing_subscription(
         snapshot.match("empty-unsubscribe", response)
 
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_create_subscriptions_with_attributes(
         self,
         sns_create_topic,
@@ -789,6 +813,7 @@ def test_create_subscriptions_with_attributes(
         snapshot.match("get-attrs-nonexistent-sub", e.value.response)
 
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_not_found_error_on_set_subscription_attributes(
         self,
         sns_create_topic,
@@ -843,6 +868,7 @@ def check_subscription_deleted():
             "$.invalid-json-filter-policy.Error.Message",  # message contains java trace in AWS, assert instead
         ]
     )
+    @skip_if_sns_v2
     def test_validate_set_sub_attributes(
         self,
         sns_create_topic,
@@ -916,6 +942,7 @@ def test_validate_set_sub_attributes(
     @markers.snapshot.skip_snapshot_verify(
         paths=["$.invalid-token.Error.Message"]  # validate the token shape
     )
+    @skip_if_sns_v2
     def test_sns_confirm_subscription_wrong_token(self, sns_create_topic, snapshot, aws_client):
         topic_arn = sns_create_topic()["TopicArn"]
 
@@ -946,6 +973,7 @@ def test_sns_confirm_subscription_wrong_token(self, sns_create_topic, snapshot,
         paths=["$.list-subscriptions.Subscriptions"],
         # there could be cleanup issues and don't want to flake, manually assert
     )
+    @skip_if_sns_v2
     def test_list_subscriptions(
         self,
         sns_create_topic,
@@ -992,6 +1020,7 @@ def test_list_subscriptions(
         assert all((sub["TopicArn"], sub["Endpoint"]) in sorting_list for sub in all_subs)
 
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_list_subscriptions_by_topic_pagination(
         self, sns_create_topic, sns_subscription, snapshot, aws_client
     ):
@@ -1033,6 +1062,7 @@ def test_list_subscriptions_by_topic_pagination(
         assert len(response["Subscriptions"]) <= 100
 
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_subscribe_idempotency(
         self, aws_client, sns_create_topic, sqs_create_queue, sqs_get_queue_arn, snapshot
     ):
@@ -1104,6 +1134,7 @@ def subscribe_queue_to_topic(attributes: dict = None) -> dict:
         snapshot.match("subscribe-diff-attributes", e.value.response)
 
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_unsubscribe_idempotency(
         self, sns_create_topic, sqs_create_queue, sns_create_sqs_subscription, snapshot, aws_client
     ):
@@ -1120,6 +1151,7 @@ def test_unsubscribe_idempotency(
         snapshot.match("unsubscribe-2", unsubscribe_2)
 
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_unsubscribe_wrong_arn_format(self, snapshot, aws_client_factory, region_name):
         sns_client = aws_client_factory(
             region_name=region_name, config=Config(parameter_validation=False)
@@ -1146,6 +1178,7 @@ def test_unsubscribe_wrong_arn_format(self, snapshot, aws_client_factory, region
         snapshot.match("invalid-unsubscribe-arn-4", e.value.response)
 
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_subscribe_with_invalid_topic(self, sns_create_topic, sns_subscription, snapshot):
         with pytest.raises(ClientError) as e:
             sns_subscription(
@@ -1175,6 +1208,7 @@ def test_subscribe_with_invalid_topic(self, sns_create_topic, sns_subscription,
 
 class TestSNSSubscriptionLambda:
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_python_lambda_subscribe_sns_topic(
         self,
         sns_create_topic,
@@ -1236,6 +1270,7 @@ def check_subscription():
         snapshot.match("notification", notification)
 
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_sns_topic_as_lambda_dead_letter_queue(
         self,
         lambda_su_role,
@@ -1328,6 +1363,7 @@ def receive_dlq():
         snapshot.match("messages", messages)
 
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_redrive_policy_lambda_subscription(
         self,
         sns_create_topic,
@@ -1383,6 +1419,7 @@ def test_redrive_policy_lambda_subscription(
 
     @markers.aws.validated
     @pytest.mark.parametrize("signature_version", ["1", "2"])
+    @skip_if_sns_v2
     def test_publish_lambda_verify_signature(
         self,
         aws_client,
@@ -1487,6 +1524,7 @@ def check_subscription():
 
 class TestSNSSubscriptionSQS:
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_subscribe_sqs_queue(
         self, sqs_create_queue, sns_create_topic, sns_create_sqs_subscription, snapshot, aws_client
     ):
@@ -1527,6 +1565,7 @@ def test_subscribe_sqs_queue(
         snapshot.match("messages", response)
 
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_publish_unicode_chars(
         self, sns_create_topic, sqs_create_queue, sns_create_sqs_subscription, snapshot, aws_client
     ):
@@ -1545,6 +1584,7 @@ def test_publish_unicode_chars(
         snapshot.match("received-message", response)
 
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_attribute_raw_subscribe(
         self, sns_create_topic, sqs_create_queue, sns_create_sqs_subscription, snapshot, aws_client
     ):
@@ -1588,6 +1628,7 @@ def test_attribute_raw_subscribe(
         snapshot.match("messages-response", response)
 
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_sqs_topic_subscription_confirmation(
         self, sns_create_topic, sqs_create_queue, sns_create_sqs_subscription, snapshot, aws_client
     ):
@@ -1611,6 +1652,7 @@ def check_subscription():
         assert poll_condition(check_subscription, timeout=5)
 
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_publish_sqs_from_sns(
         self, sns_create_topic, sqs_create_queue, sns_create_sqs_subscription, snapshot, aws_client
     ):
@@ -1678,6 +1720,7 @@ def test_publish_sqs_from_sns(
         }
 
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_publish_batch_messages_from_sns_to_sqs(
         self, sns_create_topic, sqs_create_queue, sns_create_sqs_subscription, snapshot, aws_client
     ):
@@ -1755,6 +1798,7 @@ def get_messages():
         snapshot.match("messages", {"Messages": messages})
 
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_publish_batch_messages_without_topic(self, sns_create_topic, snapshot, aws_client):
         topic_arn = sns_create_topic()["TopicArn"]
         fake_topic_arn = topic_arn + "fake-topic"
@@ -1773,6 +1817,7 @@ def test_publish_batch_messages_without_topic(self, sns_create_topic, snapshot,
         snapshot.match("publish-batch-no-topic", e.value.response)
 
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_publish_batch_exceptions(
         self, sns_create_topic, sqs_create_queue, sns_create_sqs_subscription, snapshot, aws_client
     ):
@@ -1838,6 +1883,7 @@ def test_publish_batch_exceptions(
         snapshot.match("no-default-key-json", e.value.response)
 
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_subscribe_to_sqs_with_queue_url(
         self, sns_create_topic, sqs_create_queue, sns_subscription, snapshot
     ):
@@ -1849,6 +1895,7 @@ def test_subscribe_to_sqs_with_queue_url(
         snapshot.match("sub-queue-url", e.value.response)
 
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_publish_sqs_from_sns_with_xray_propagation(
         self, sns_create_topic, sqs_create_queue, sns_create_sqs_subscription, snapshot, aws_client
     ):
@@ -1887,6 +1934,7 @@ def add_xray_header(request, **_kwargs):
 
     @pytest.mark.parametrize("raw_message_delivery", [True, False])
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_redrive_policy_sqs_queue_subscription(
         self,
         sns_create_topic,
@@ -1961,6 +2009,7 @@ def test_redrive_policy_sqs_queue_subscription(
         snapshot.match("messages", response)
 
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_message_attributes_not_missing(
         self, sns_create_sqs_subscription, sns_create_topic, sqs_create_queue, snapshot, aws_client
     ):
@@ -2032,6 +2081,7 @@ def test_message_attributes_not_missing(
         # https://docs.aws.amazon.com/sns/latest/api/API_MessageAttributeValue.html
 
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_subscription_after_failure_to_deliver(
         self,
         sns_create_topic,
@@ -2130,6 +2180,7 @@ def test_subscription_after_failure_to_deliver(
             snapshot.match(f"message-{i}-after-delete", response)
 
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_empty_or_wrong_message_attributes(
         self,
         sns_create_sqs_subscription,
@@ -2194,6 +2245,7 @@ def test_empty_or_wrong_message_attributes(
             snapshot.match(f"batch-{error_type}", e.value.response)
 
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_message_attributes_prefixes(
         self, sns_create_sqs_subscription, sns_create_topic, sqs_create_queue, snapshot, aws_client
     ):
@@ -2239,6 +2291,7 @@ def test_message_attributes_prefixes(
         snapshot.match("publish-ok-2", response)
 
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_message_structure_json_to_sqs(
         self, aws_client, sns_create_topic, sqs_create_queue, snapshot, sns_create_sqs_subscription
     ):
@@ -2275,6 +2328,7 @@ def test_message_structure_json_to_sqs(
 
     @markers.aws.validated
     @pytest.mark.parametrize("signature_version", ["1", "2"])
+    @skip_if_sns_v2
     def test_publish_sqs_verify_signature(
         self,
         aws_client,
@@ -2339,6 +2393,7 @@ def test_publish_sqs_verify_signature(
         assert is_valid is None
 
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_publish_message_group_id(
         self,
         aws_client,
@@ -2369,6 +2424,7 @@ def test_publish_message_group_id(
 class TestSNSSubscriptionSQSFifo:
     @markers.aws.validated
     @pytest.mark.parametrize("content_based_deduplication", [True, False])
+    @skip_if_sns_v2
     def test_message_to_fifo_sqs(
         self,
         sns_create_topic,
@@ -2430,6 +2486,7 @@ def test_message_to_fifo_sqs(
             "$.dedup-messages.Messages"
         ],  # FIXME: introduce deduplication at Topic level, not only SQS
     )
+    @skip_if_sns_v2
     def test_fifo_topic_to_regular_sqs(
         self,
         sns_create_topic,
@@ -2488,6 +2545,7 @@ def test_fifo_topic_to_regular_sqs(
         snapshot.match("dedup-messages", response)
 
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_validations_for_fifo(
         self,
         sns_create_topic,
@@ -2579,6 +2637,7 @@ def test_validations_for_fifo(
         ]
     )
     @pytest.mark.parametrize("raw_message_delivery", [True, False])
+    @skip_if_sns_v2
     def test_publish_fifo_messages_to_dlq(
         self,
         sns_create_topic,
@@ -2743,6 +2802,7 @@ def get_messages_from_dlq(amount_msg: int):
         ]
     )
     @pytest.mark.parametrize("content_based_deduplication", [True, False])
+    @skip_if_sns_v2
     def test_publish_batch_messages_from_fifo_topic_to_fifo_queue(
         self,
         sns_create_topic,
@@ -2879,6 +2939,7 @@ def get_messages():
 
     @markers.aws.validated
     @pytest.mark.parametrize("raw_message_delivery", [True, False])
+    @skip_if_sns_v2
     def test_publish_to_fifo_topic_to_sqs_queue_no_content_dedup(
         self,
         sns_create_topic,
@@ -2960,6 +3021,7 @@ def get_messages():
         snapshot.match("messages", {"Messages": messages})
 
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_publish_to_fifo_topic_deduplication_on_topic_level(
         self,
         sns_create_topic,
@@ -3020,6 +3082,7 @@ def test_publish_to_fifo_topic_deduplication_on_topic_level(
         snapshot.match("dedup-messages", response)
 
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_publish_to_fifo_with_target_arn(self, sns_create_topic, aws_client):
         topic_name = f"topic-{short_uid()}.fifo"
         topic_attributes = {
@@ -3042,6 +3105,7 @@ def test_publish_to_fifo_with_target_arn(self, sns_create_topic, aws_client):
         assert "MessageId" in response
 
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_message_to_fifo_sqs_ordering(
         self,
         sns_create_topic,
@@ -3098,6 +3162,7 @@ def test_message_to_fifo_sqs_ordering(
 
 class TestSNSSubscriptionSES:
     @markers.aws.only_localstack
+    @skip_if_sns_v2
     def test_topic_email_subscription_confirmation(
         self, sns_create_topic, sns_subscription, aws_client
     ):
@@ -3130,6 +3195,7 @@ def check_subscription():
         retry(check_subscription, retries=PUBLICATION_RETRIES, sleep=PUBLICATION_TIMEOUT)
 
     @markers.aws.only_localstack
+    @skip_if_sns_v2
     def test_email_sender(
         self,
         sns_create_topic,
@@ -3175,6 +3241,7 @@ def _get_messages(amount: int) -> list[dict]:
 
 class TestSNSPlatformEndpoint:
     @markers.aws.only_localstack
+    @skip_if_sns_v2
     def test_subscribe_platform_endpoint(
         self,
         sns_create_topic,
@@ -3221,6 +3288,7 @@ def check_message():
     # AWS validating this is hard because we need real credentials for a GCM/Apple mobile app
     # TODO: AWS validate this test
     # See https://github.com/getmoto/moto/pull/6953 where Moto updated errors.
+    @skip_if_sns_v2
     def test_create_platform_endpoint_check_idempotency(
         self, sns_create_platform_application, aws_client
     ):
@@ -3266,6 +3334,7 @@ def test_create_platform_endpoint_check_idempotency(
 
     @markers.aws.needs_fixing
     # AWS validating this is hard because we need real credentials for a GCM/Apple mobile app
+    @skip_if_sns_v2
     def test_publish_disabled_endpoint(self, sns_create_platform_application, aws_client):
         response = sns_create_platform_application(
             Name=f"test-{short_uid()}",
@@ -3302,6 +3371,7 @@ def test_publish_disabled_endpoint(self, sns_create_platform_application, aws_cl
 
     @markers.aws.only_localstack  # needs real credentials for GCM/FCM
     @pytest.mark.skip(reason="Need to implement credentials validation when creating platform")
+    @skip_if_sns_v2
     def test_publish_to_gcm(self, sns_create_platform_application, aws_client):
         key = "mock_server_key"
         token = "mock_token"
@@ -3329,6 +3399,7 @@ def test_publish_to_gcm(self, sns_create_platform_application, aws_client):
         assert ex.value.response["Error"]["Code"] == "InvalidParameter"
 
     @markers.aws.only_localstack
+    @skip_if_sns_v2
     def test_publish_to_platform_endpoint_is_dispatched(
         self,
         sns_create_topic,
@@ -3392,6 +3463,7 @@ def check_message():
 
 class TestSNSSMS:
     @markers.aws.only_localstack
+    @skip_if_sns_v2
     def test_publish_sms(self, aws_client, account_id, region_name):
         phone_number = "+33000000000"
         response = aws_client.sns.publish(PhoneNumber=phone_number, Message="This is a SMS")
@@ -3415,6 +3487,7 @@ def check_messages():
         retry(check_messages, sleep=0.5)
 
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_subscribe_sms_endpoint(self, sns_create_topic, sns_subscription, snapshot, aws_client):
         phone_number = "+123123123"
         topic_arn = sns_create_topic()["TopicArn"]
@@ -3427,6 +3500,7 @@ def test_subscribe_sms_endpoint(self, sns_create_topic, sns_subscription, snapsh
         snapshot.match("subscribe-sms-attrs", sub_attrs)
 
     @markers.aws.only_localstack
+    @skip_if_sns_v2
     def test_publish_sms_endpoint(
         self, sns_create_topic, sns_subscription, aws_client, account_id, region_name
     ):
@@ -3458,6 +3532,7 @@ def check_messages():
         retry(check_messages, sleep=0.5)
 
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_publish_wrong_phone_format(
         self, sns_create_topic, sns_subscription, snapshot, aws_client
     ):
@@ -3480,6 +3555,7 @@ def test_publish_wrong_phone_format(
 
 class TestSNSSubscriptionHttp:
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_http_subscription_response(
         self,
         sns_create_topic,
@@ -3509,6 +3585,7 @@ def test_http_subscription_response(
         snapshot.match("subscription-with-arn", subscription_with_arn)
 
     @markers.aws.manual_setup_required
+    @skip_if_sns_v2
     def test_redrive_policy_http_subscription(
         self, sns_create_topic, sqs_create_queue, sqs_get_queue_arn, sns_subscription, aws_client
     ):
@@ -3557,6 +3634,7 @@ def test_redrive_policy_http_subscription(
         assert json.loads(message["Message"])["message"] == "test_redrive_policy"
 
     @markers.aws.manual_setup_required
+    @skip_if_sns_v2
     def test_multiple_subscriptions_http_endpoint(
         self, sns_create_topic, sns_subscription, aws_client
     ):
@@ -3650,6 +3728,7 @@ def handler(_request):
             "$.http-confirm-sub-headers.Accept",
         ]
     )
+    @skip_if_sns_v2
     def test_subscribe_external_http_endpoint(
         self, sns_create_http_endpoint, raw_message_delivery, aws_client, snapshot
     ):
@@ -3825,6 +3904,7 @@ def _clean_headers(response_headers: dict):
 
     @markers.aws.manual_setup_required
     @pytest.mark.parametrize("raw_message_delivery", [True, False])
+    @skip_if_sns_v2
     def test_dlq_external_http_endpoint(
         self,
         sqs_create_queue,
@@ -3925,6 +4005,7 @@ def test_dlq_external_http_endpoint(
             "$.topic-attrs.Attributes.Policy.Statement..Action",
         ]
     )
+    @skip_if_sns_v2
     def test_subscribe_external_http_endpoint_content_type(
         self,
         sns_create_http_endpoint,
@@ -4020,6 +4101,7 @@ def _clean_headers(response_headers: dict):
             snapshot.match("http-message-headers", _clean_headers(notification_request.headers))
 
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_subscribe_external_http_endpoint_lambda_url_sig_validation(
         self,
         create_sns_http_endpoint_and_queue,
@@ -4189,6 +4271,7 @@ def validate_message_signature(msg_event: dict, msg_type: str):
 
 class TestSNSSubscriptionFirehose:
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_publish_to_firehose_with_s3(
         self,
         create_role,
@@ -4314,6 +4397,7 @@ def sqs_secondary_client(self, secondary_aws_client):
         return secondary_aws_client.sqs
 
     @markers.aws.only_localstack
+    @skip_if_sns_v2
     def test_cross_account_access(self, sns_primary_client, sns_secondary_client, sns_create_topic):
         # Cross-account access is supported for below operations.
         # This list is taken from ActionName param of the AddPermissions operation
@@ -4368,6 +4452,7 @@ def test_cross_account_access(self, sns_primary_client, sns_secondary_client, sn
         assert sns_secondary_client.delete_topic(TopicArn=topic_arn)
 
     @markers.aws.only_localstack
+    @skip_if_sns_v2
     def test_cross_account_publish_to_sqs(
         self,
         sns_create_topic,
@@ -4491,6 +4576,7 @@ def sqs_region2_client(self, aws_client_factory, secondary_region_name):
         return aws_client_factory(region_name=secondary_region_name).sqs
 
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_cross_region_access(self, sns_region1_client, sns_region2_client, snapshot, cleanups):
         # We do not have a list of supported Cross-region access for operations.
         # This test is validating that Cross-account does not mean Cross-region most of the time
@@ -4528,6 +4614,7 @@ def test_cross_region_access(self, sns_region1_client, sns_region2_client, snaps
         snapshot.match("delete-topic", e.value.response)
 
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_cross_region_delivery_sqs(
         self,
         sns_region1_client,
@@ -4607,6 +4694,7 @@ class TestSNSPublishDelivery:
             "$..Attributes.Policy.Statement..Action",  # SNS:Receive is added by moto but not returned in AWS
         ]
     )
+    @skip_if_sns_v2
     def test_delivery_lambda(
         self,
         sns_create_topic,
@@ -4775,6 +4863,7 @@ def get_log_events():
 class TestSNSCertEndpoint:
     @markers.aws.only_localstack
     @pytest.mark.parametrize("cert_host", ["", "sns.us-east-1.amazonaws.com"])
+    @skip_if_sns_v2
     def test_cert_endpoint_host(
         self,
         aws_client,
@@ -4820,6 +4909,7 @@ def test_cert_endpoint_host(
 @pytest.mark.usefixtures("openapi_validate")
 class TestSNSRetrospectionEndpoints:
     @markers.aws.only_localstack
+    @skip_if_sns_v2
     def test_publish_to_platform_endpoint_can_retrospect(
         self,
         sns_create_topic,
@@ -4976,6 +5066,7 @@ def check_message():
         assert not msg_with_region["platform_endpoint_messages"]
 
     @markers.aws.only_localstack
+    @skip_if_sns_v2
     def test_publish_sms_can_retrospect(
         self,
         sns_create_topic,
@@ -5079,6 +5170,7 @@ def check_message():
         assert not msg_with_region["sms_messages"]
 
     @markers.aws.only_localstack
+    @skip_if_sns_v2
     def test_subscription_tokens_can_retrospect(
         self,
         sns_create_topic,
diff --git a/tests/aws/services/sns/test_sns_filter_policy.py b/tests/aws/services/sns/test_sns_filter_policy.py
index 18fc17eaec215..15ea761fb791d 100644
--- a/tests/aws/services/sns/test_sns_filter_policy.py
+++ b/tests/aws/services/sns/test_sns_filter_policy.py
@@ -11,6 +11,7 @@
 from localstack.utils.aws.arns import get_partition
 from localstack.utils.files import load_file
 from localstack.utils.sync import poll_condition, retry
+from tests.aws.services.sns.conftest import skip_if_sns_v2
 
 THIS_FOLDER: str = os.path.dirname(os.path.realpath(__file__))
 TEST_PAYLOAD_DIR = os.path.join(THIS_FOLDER, "test_payloads")
@@ -51,6 +52,7 @@ def _inner(topic_arn: str, queue_url: str, filter_scope: str, filter_policy: dic
 
 class TestSNSFilterPolicyCrud:
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_set_subscription_filter_policy_scope(
         self, sqs_create_queue, sns_create_topic, sns_create_sqs_subscription, snapshot, aws_client
     ):
@@ -102,6 +104,7 @@ def test_set_subscription_filter_policy_scope(
         snapshot.match("sub-attrs-after-setting-policy", subscription_attrs)
 
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_sub_filter_policy_nested_property(
         self, sqs_create_queue, sns_create_topic, sns_create_sqs_subscription, snapshot, aws_client
     ):
@@ -144,6 +147,7 @@ def test_sub_filter_policy_nested_property(
             "$.sub-filter-policy-rule-no-list.Error.Message",  # message contains java trace in AWS, assert instead
         ]
     )
+    @skip_if_sns_v2
     def test_sub_filter_policy_nested_property_constraints(
         self, sqs_create_queue, sns_create_topic, sns_create_sqs_subscription, snapshot, aws_client
     ):
@@ -210,6 +214,7 @@ def test_sub_filter_policy_nested_property_constraints(
 
 class TestSNSFilterPolicyAttributes:
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_filter_policy(
         self, sqs_create_queue, sns_create_topic, sns_create_sqs_subscription, snapshot, aws_client
     ):
@@ -335,6 +340,7 @@ def check_no_filter_policy():
         snapshot.match("messages-4", response_4)
 
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_exists_filter_policy(
         self, sqs_create_queue, sns_create_topic, sns_create_sqs_subscription, snapshot, aws_client
     ):
@@ -452,6 +458,7 @@ def get_filter_policy():
         assert num_msgs_4 == num_msgs_3
 
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_exists_filter_policy_attributes_array(
         self,
         sqs_create_queue,
@@ -554,6 +561,7 @@ def get_messages(aws_client, _queue_url: str, _msg_list: list, expected: int):
 
     @markers.aws.validated
     @pytest.mark.parametrize("raw_message_delivery", [True, False])
+    @skip_if_sns_v2
     def test_filter_policy_on_message_body(
         self,
         sqs_create_queue,
@@ -660,6 +668,7 @@ def test_filter_policy_on_message_body(
         assert "Messages" not in response or response["Messages"] == []
 
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_filter_policy_for_batch(
         self, sqs_create_queue, sns_create_topic, sns_create_sqs_subscription, snapshot, aws_client
     ):
@@ -763,6 +772,7 @@ def test_filter_policy_for_batch(
         snapshot.match("messages-with-filter-after-publish-filtered", response_after_publish_filter)
 
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_filter_policy_on_message_body_dot_attribute(
         self,
         sqs_create_queue,
@@ -888,6 +898,7 @@ def _verify_and_snapshot_sqs_messages(msg_to_send: list[dict], snapshot_prefix:
         assert "Messages" not in response or response["Messages"] == []
 
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_filter_policy_on_message_body_array_attributes(
         self,
         sqs_create_queue,
@@ -947,6 +958,7 @@ def test_filter_policy_on_message_body_array_attributes(
             snapshot.match(f"messages-queue-{i}", {"Messages": recv_messages})
 
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_filter_policy_on_message_body_array_of_object_attributes(
         self,
         sqs_create_queue,
@@ -1062,6 +1074,7 @@ def test_filter_policy_on_message_body_array_of_object_attributes(
         snapshot.match("messages", {"Messages": received_messages})
 
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_filter_policy_on_message_body_or_attribute(
         self,
         sqs_create_queue,
@@ -1159,6 +1172,7 @@ def test_filter_policy_on_message_body_or_attribute(
         snapshot.match("messages-queue", {"Messages": recv_messages})
 
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_filter_policy_empty_array_payload(
         self,
         sqs_create_queue,
@@ -1212,6 +1226,7 @@ def test_filter_policy_empty_array_payload(
         snapshot.match("messages-queue", {"Messages": recv_messages})
 
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_filter_policy_large_complex_payload(
         self,
         sqs_create_queue,
@@ -1250,6 +1265,7 @@ def test_filter_policy_large_complex_payload(
         assert len(recv_messages) == 1
 
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_filter_policy_ip_address_condition(
         self,
         sqs_create_queue,
@@ -1343,6 +1359,7 @@ def _add_normalized_field_to_snapshot(error_dict):
         # AWS adds JSON position error: `\n at [Source: (String)"{"key":[["value"]]}"; line: 1, column: 10]`
         paths=["$..Error.Message"]
     )
+    @skip_if_sns_v2
     def test_validate_policy(
         self,
         sns_create_topic,
@@ -1381,6 +1398,7 @@ def _subscribe(policy: dict):
 
     @markers.aws.validated
     @markers.snapshot.skip_snapshot_verify(paths=["$..Error.Message"])
+    @skip_if_sns_v2
     def test_validate_policy_string_operators(
         self,
         sns_create_topic,
@@ -1485,6 +1503,7 @@ def _subscribe(policy: dict):
 
     @markers.aws.validated
     @markers.snapshot.skip_snapshot_verify(paths=["$..Error.Message"])
+    @skip_if_sns_v2
     def test_validate_policy_numeric_operator(
         self,
         sns_create_topic,
@@ -1590,6 +1609,7 @@ def _subscribe(policy: dict):
 
     @markers.aws.validated
     @markers.snapshot.skip_snapshot_verify(paths=["$..Error.Message"])
+    @skip_if_sns_v2
     def test_validate_policy_exists_operator(
         self,
         sns_create_topic,
@@ -1622,6 +1642,7 @@ def _subscribe(policy: dict):
 
     @markers.aws.validated
     @markers.snapshot.skip_snapshot_verify(paths=["$..Error.Message"])
+    @skip_if_sns_v2
     def test_validate_policy_nested_anything_but_operator(
         self,
         sns_create_topic,
@@ -1687,6 +1708,7 @@ def _subscribe(policy: dict):
         assert response["ResponseMetadata"]["HTTPStatusCode"] == 200
 
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_policy_complexity(
         self,
         sns_create_topic,
@@ -1731,6 +1753,7 @@ def _subscribe(policy: dict):
         snapshot.match("error-complexity-too-many-fields", e.value.response)
 
     @markers.aws.validated
+    @skip_if_sns_v2
     def test_policy_complexity_with_or(
         self,
         sns_create_topic,

From 3a06ba7bd71bc1b7530c93f541655479e60a2943 Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Thu, 4 Sep 2025 11:57:25 +0200
Subject: [PATCH 172/697] S3: fix PutBucketTagging and PutObjectTagging when
 `TagSet` is `None` (#13092)

---
 .../localstack/services/s3/provider.py        | 10 ++--
 tests/aws/services/s3/test_s3_api.py          | 39 +++++++++++++++
 .../aws/services/s3/test_s3_api.snapshot.json | 48 ++++++++++++++++++-
 .../services/s3/test_s3_api.validation.json   | 26 +++++++++-
 4 files changed, 117 insertions(+), 6 deletions(-)

diff --git a/localstack-core/localstack/services/s3/provider.py b/localstack-core/localstack/services/s3/provider.py
index b9bb2a0b55709..f8530d9d4ccfe 100644
--- a/localstack-core/localstack/services/s3/provider.py
+++ b/localstack-core/localstack/services/s3/provider.py
@@ -3166,11 +3166,12 @@ def put_bucket_tagging(
         if "TagSet" not in tagging:
             raise MalformedXML()
 
-        validate_tag_set(tagging["TagSet"], type_set="bucket")
+        tag_set = tagging["TagSet"] or []
+        validate_tag_set(tag_set, type_set="bucket")
 
         # remove the previous tags before setting the new ones, it overwrites the whole TagSet
         store.TAGS.tags.pop(s3_bucket.bucket_arn, None)
-        store.TAGS.tag_resource(s3_bucket.bucket_arn, tags=tagging["TagSet"])
+        store.TAGS.tag_resource(s3_bucket.bucket_arn, tags=tag_set)
 
     def get_bucket_tagging(
         self,
@@ -3220,12 +3221,13 @@ def put_object_tagging(
         if "TagSet" not in tagging:
             raise MalformedXML()
 
-        validate_tag_set(tagging["TagSet"], type_set="object")
+        tag_set = tagging["TagSet"] or []
+        validate_tag_set(tag_set, type_set="object")
 
         key_id = get_unique_key_id(bucket, key, s3_object.version_id)
         # remove the previous tags before setting the new ones, it overwrites the whole TagSet
         store.TAGS.tags.pop(key_id, None)
-        store.TAGS.tag_resource(key_id, tags=tagging["TagSet"])
+        store.TAGS.tag_resource(key_id, tags=tag_set)
         response = PutObjectTaggingOutput()
         if s3_object.version_id:
             response["VersionId"] = s3_object.version_id
diff --git a/tests/aws/services/s3/test_s3_api.py b/tests/aws/services/s3/test_s3_api.py
index c7d39a672c077..1c2da7a21ffef 100644
--- a/tests/aws/services/s3/test_s3_api.py
+++ b/tests/aws/services/s3/test_s3_api.py
@@ -5,6 +5,7 @@
 from urllib.parse import urlencode
 
 import pytest
+from botocore.config import Config
 from botocore.exceptions import ClientError
 from localstack_snapshot.snapshots.transformer import SortingTransformer
 
@@ -960,6 +961,26 @@ def test_bucket_tagging_exc(self, s3_bucket, aws_client, snapshot):
             aws_client.s3.put_bucket_tagging(Bucket=fake_bucket, Tagging={"TagSet": []})
         snapshot.match("put-no-bucket-tags", e.value.response)
 
+    @markers.aws.validated
+    def test_put_bucket_tagging_none_value(
+        self, s3_bucket, aws_client_factory, snapshot, region_name
+    ):
+        snapshot.add_transformer(snapshot.transform.key_value("BucketName"))
+        s3_client = aws_client_factory(
+            region_name=region_name, config=Config(parameter_validation=False)
+        ).s3
+        tag_set_origin = {"TagSet": [{"Key": "tag3", "Value": "tag3"}]}
+
+        put_bucket_tags = s3_client.put_bucket_tagging(Bucket=s3_bucket, Tagging=tag_set_origin)
+        snapshot.match("put-bucket-tags-origin", put_bucket_tags)
+
+        put_obj_tagging = s3_client.put_bucket_tagging(Bucket=s3_bucket, Tagging={"TagSet": None})
+        snapshot.match("put-none-tag-set", put_obj_tagging)
+
+        with pytest.raises(ClientError) as e:
+            s3_client.get_bucket_tagging(Bucket=s3_bucket)
+        snapshot.match("no-such-tag-set", e.value.response)
+
     @markers.aws.validated
     def test_object_tagging_crud(self, s3_bucket, aws_client, snapshot):
         object_key = "test-object-tagging"
@@ -1043,6 +1064,24 @@ def test_object_tagging_exc(self, s3_bucket, aws_client, snapshot):
             aws_client.s3.put_object(Bucket=s3_bucket, Key=fake_key, Body="", Tagging=tagging)
         snapshot.match("put-obj-wrong-format", e.value.response)
 
+    @markers.aws.validated
+    def test_put_object_tagging_none_value(
+        self, s3_bucket, aws_client_factory, snapshot, region_name
+    ):
+        s3_client = aws_client_factory(
+            region_name=region_name, config=Config(parameter_validation=False)
+        ).s3
+        object_key = "test-empty-tag-set"
+        s3_client.put_object(Bucket=s3_bucket, Key=object_key, Body="test-tagging")
+
+        put_obj_tagging = s3_client.put_object_tagging(
+            Bucket=s3_bucket, Key=object_key, Tagging={"TagSet": None}
+        )
+        snapshot.match("put-none-tag-set", put_obj_tagging)
+
+        get_object_tags = s3_client.get_object_tagging(Bucket=s3_bucket, Key=object_key)
+        snapshot.match("get-object-tags-none", get_object_tags)
+
     @markers.aws.validated
     def test_object_tagging_versioned(self, s3_bucket, aws_client, snapshot):
         snapshot.add_transformer(snapshot.transform.key_value("VersionId"))
diff --git a/tests/aws/services/s3/test_s3_api.snapshot.json b/tests/aws/services/s3/test_s3_api.snapshot.json
index 34d66622f8dae..c91da2a0709b5 100644
--- a/tests/aws/services/s3/test_s3_api.snapshot.json
+++ b/tests/aws/services/s3/test_s3_api.snapshot.json
@@ -2167,7 +2167,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketObjectTagging::test_object_tagging_exc": {
-    "recorded-date": "21-01-2025, 18:11:13",
+    "recorded-date": "02-09-2025, 22:43:24",
     "recorded-content": {
       "get-no-bucket-tags": {
         "Error": {
@@ -4690,5 +4690,51 @@
         }
       }
     }
+  },
+  "tests/aws/services/s3/test_s3_api.py::TestS3BucketObjectTagging::test_put_object_tagging_none_value": {
+    "recorded-date": "02-09-2025, 22:43:06",
+    "recorded-content": {
+      "put-none-tag-set": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "get-object-tags-none": {
+        "TagSet": [],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/s3/test_s3_api.py::TestS3BucketObjectTagging::test_put_bucket_tagging_none_value": {
+    "recorded-date": "02-09-2025, 22:48:59",
+    "recorded-content": {
+      "put-bucket-tags-origin": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 204
+        }
+      },
+      "put-none-tag-set": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 204
+        }
+      },
+      "no-such-tag-set": {
+        "Error": {
+          "BucketName": "<bucket-name:1>",
+          "Code": "NoSuchTagSet",
+          "Message": "The TagSet does not exist"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 404
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/s3/test_s3_api.validation.json b/tests/aws/services/s3/test_s3_api.validation.json
index afbcc78afc0df..5beccde886f6e 100644
--- a/tests/aws/services/s3/test_s3_api.validation.json
+++ b/tests/aws/services/s3/test_s3_api.validation.json
@@ -36,7 +36,13 @@
     "last_validated_date": "2025-01-21T18:11:10+00:00"
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketObjectTagging::test_object_tagging_exc": {
-    "last_validated_date": "2025-01-21T18:11:13+00:00"
+    "last_validated_date": "2025-09-02T22:43:25+00:00",
+    "durations_in_seconds": {
+      "setup": 1.07,
+      "call": 1.36,
+      "teardown": 0.87,
+      "total": 3.3
+    }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketObjectTagging::test_object_tagging_versioned": {
     "last_validated_date": "2025-01-21T18:11:16+00:00"
@@ -44,6 +50,24 @@
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketObjectTagging::test_object_tags_delete_or_overwrite_object": {
     "last_validated_date": "2025-01-21T18:11:22+00:00"
   },
+  "tests/aws/services/s3/test_s3_api.py::TestS3BucketObjectTagging::test_put_bucket_tagging_none_value": {
+    "last_validated_date": "2025-09-02T22:49:00+00:00",
+    "durations_in_seconds": {
+      "setup": 1.12,
+      "call": 0.8,
+      "teardown": 0.64,
+      "total": 2.56
+    }
+  },
+  "tests/aws/services/s3/test_s3_api.py::TestS3BucketObjectTagging::test_put_object_tagging_none_value": {
+    "last_validated_date": "2025-09-02T22:43:07+00:00",
+    "durations_in_seconds": {
+      "setup": 1.05,
+      "call": 0.68,
+      "teardown": 0.96,
+      "total": 2.69
+    }
+  },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketObjectTagging::test_put_object_with_tags": {
     "last_validated_date": "2025-01-21T18:11:19+00:00"
   },

From 445c32fe8f0235335f0e0be390790db27f8cc933 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Cristopher=20Pinz=C3=B3n?=
 <18080804+pinzon@users.noreply.github.com>
Date: Thu, 4 Sep 2025 05:03:56 -0500
Subject: [PATCH 173/697] add fixes to CFnV2 for pro pipeline (#13045)

Co-authored-by: Simon Walker <simon.walker@localstack.cloud>
---
 .../engine/v2/change_set_model.py             |  4 +
 .../engine/v2/change_set_model_describer.py   | 17 +++-
 .../engine/v2/change_set_model_executor.py    | 90 +++++--------------
 .../engine/v2/change_set_model_preproc.py     | 81 ++++++++++++-----
 .../engine/v2/change_set_model_transform.py   | 16 +++-
 .../engine/v2/change_set_model_validator.py   | 16 ++++
 .../cloudformation/engine/v2/resolving.py     |  2 +-
 .../cloudformation/resource_provider.py       |  2 +
 .../services/cloudformation/v2/provider.py    | 13 +--
 .../services/cloudformation/v2/utils.py       |  5 +-
 10 files changed, 140 insertions(+), 106 deletions(-)

diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py
index e14005f922b84..5e7bfbb7e538b 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py
@@ -785,6 +785,9 @@ def _resolve_intrinsic_function_ref(self, arguments: ChangeSetEntity) -> ChangeT
 
         logical_id = arguments.value
 
+        if isinstance(logical_id, str) and logical_id.startswith("AWS::"):
+            return arguments.change_type
+
         node_condition = self._retrieve_condition_if_exists(condition_name=logical_id)
         if isinstance(node_condition, NodeCondition):
             return node_condition.change_type
@@ -863,6 +866,7 @@ def _resolve_requires_replacement(
     ) -> bool:
         # a bit hacky but we have to load the resource provider executor _and_ resource provider to get the schema
         # Note: we don't log the attempt to load the resource provider, we need to make sure this is only done once and we already do this in the executor
+
         resource_provider = ResourceProviderExecutor.try_load_resource_provider(resource_type.value)
         if not resource_provider:
             # if we don't support a resource, assume an in-place update for simplicity
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_describer.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_describer.py
index 92a9503d1b192..a689225d172a0 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_describer.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_describer.py
@@ -99,8 +99,11 @@ def _resolve_attribute(self, arguments: str | list[str], select_before: bool) ->
     def visit_node_intrinsic_function_fn_join(
         self, node_intrinsic_function: NodeIntrinsicFunction
     ) -> PreprocEntityDelta:
-        # TODO: investigate the behaviour and impact of this logic with the user defining
-        #       {{changeSet:KNOWN_AFTER_APPLY}} string literals as delimiters or arguments.
+        delta_args = super().visit(node_intrinsic_function.arguments)
+        if isinstance(delta_args.after, list) and CHANGESET_KNOWN_AFTER_APPLY in delta_args.after:
+            delta_args.after = CHANGESET_KNOWN_AFTER_APPLY
+            return delta_args
+
         delta = super().visit_node_intrinsic_function_fn_join(
             node_intrinsic_function=node_intrinsic_function
         )
@@ -264,6 +267,14 @@ def visit_node_intrinsic_function_fn_import_value(
             export_name = node_intrinsic_function.arguments.value
 
             self._change_set.status_reason = f"[WARN] --include-property-values option can return incomplete ChangeSet data because: ChangeSet creation failed for resource [{resource_name}] because: No export named {export_name}"
-            delta.after = "{{changeSet:KNOWN_AFTER_APPLY}}"
+            delta.after = CHANGESET_KNOWN_AFTER_APPLY
+
+        return delta
 
+    def visit_node_intrinsic_function_fn_split(
+        self, node_intrinsic_function: NodeIntrinsicFunction
+    ) -> PreprocEntityDelta:
+        delta = super().visit_node_intrinsic_function_fn_split(node_intrinsic_function)
+        if isinstance(delta.after, list) and ":".join(delta.after) == CHANGESET_KNOWN_AFTER_APPLY:
+            delta.after = [CHANGESET_KNOWN_AFTER_APPLY]
         return delta
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py
index ac485a3b60cff..146422623d58a 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py
@@ -1,9 +1,11 @@
 import copy
 import logging
+import re
 import uuid
+from collections.abc import Callable
 from dataclasses import dataclass
 from datetime import UTC, datetime
-from typing import Final, Protocol
+from typing import Final, Protocol, TypeVar
 
 from localstack import config
 from localstack.aws.api.cloudformation import (
@@ -15,18 +17,14 @@
 from localstack.constants import INTERNAL_AWS_SECRET_ACCESS_KEY
 from localstack.services.cloudformation.analytics import track_resource_operation
 from localstack.services.cloudformation.deployment_utils import log_not_available_message
-from localstack.services.cloudformation.engine.template_deployer import REGEX_OUTPUT_APIGATEWAY
 from localstack.services.cloudformation.engine.v2.change_set_model import (
     NodeDependsOn,
-    NodeIntrinsicFunction,
     NodeOutput,
     NodeResource,
-    TerminalValueCreated,
-    TerminalValueModified,
-    TerminalValueUnchanged,
     is_nothing,
 )
 from localstack.services.cloudformation.engine.v2.change_set_model_preproc import (
+    _AWS_URL_SUFFIX,
     MOCKED_REFERENCE,
     ChangeSetModelPreproc,
     PreprocEntityDelta,
@@ -42,12 +40,17 @@
     ResourceProviderPayload,
 )
 from localstack.services.cloudformation.v2.entities import ChangeSet, ResolvedResource
-from localstack.utils.urls import localstack_host
 
 LOG = logging.getLogger(__name__)
 
 EventOperationFromAction = {"Add": "CREATE", "Modify": "UPDATE", "Remove": "DELETE"}
 
+REGEX_OUTPUT_APIGATEWAY = re.compile(
+    rf"^(https?://.+\.execute-api\.)(?:[^-]+-){{2,3}}\d\.(amazonaws\.com|{_AWS_URL_SUFFIX})/?(.*)$"
+)
+
+_T = TypeVar("_T")
+
 
 @dataclass
 class ChangeSetModelExecutorResult:
@@ -220,6 +223,12 @@ def visit_node_resource(
         try:
             delta = super().visit_node_resource(node_resource=node_resource)
         except Exception as e:
+            LOG.debug(
+                "preprocessing resource '%s' failed: %s",
+                node_resource.name,
+                e,
+                exc_info=LOG.isEnabledFor(logging.DEBUG) and config.CFN_VERBOSE_ERRORS,
+            )
             self._process_event(
                 action=node_resource.change_type.to_change_action(),
                 logical_resource_id=node_resource.name,
@@ -507,7 +516,8 @@ def _execute_resource_action(
                 f'No resource provider found for "{resource_type}"',
             )
             LOG.warning(
-                "Deployment of resource type %s successful due to config CFN_IGNORE_UNSUPPORTED_RESOURCE_TYPES"
+                "Deployment of resource type %s successful due to config CFN_IGNORE_UNSUPPORTED_RESOURCE_TYPES",
+                resource_type,
             )
             LOG.warning(
                 "Deployment of resource type %s will fail in upcoming LocalStack releases unless CFN_IGNORE_UNSUPPORTED_RESOURCE_TYPES is explicitly enabled.",
@@ -638,66 +648,10 @@ def create_resource_provider_payload(
         }
         return resource_provider_payload
 
-    @staticmethod
-    def _replace_url_outputs_if_required(value: str) -> str:
-        api_match = REGEX_OUTPUT_APIGATEWAY.match(value)
-        if api_match and value not in config.CFN_STRING_REPLACEMENT_DENY_LIST:
-            prefix = api_match[1]
-            host = api_match[2]
-            path = api_match[3]
-            port = localstack_host().port
-            value = f"{prefix}{host}:{port}/{path}"
-            return value
-
-        return value
-
-    def _replace_url_outputs_in_delta_if_required(
-        self, delta: PreprocEntityDelta
+    def _maybe_perform_on_delta(
+        self, delta: PreprocEntityDelta, f: Callable[[_T], _T]
     ) -> PreprocEntityDelta:
-        if isinstance(delta.before, str):
-            delta.before = self._replace_url_outputs_if_required(delta.before)
+        # we only care about the after state
         if isinstance(delta.after, str):
-            delta.after = self._replace_url_outputs_if_required(delta.after)
+            delta.after = f(delta.after)
         return delta
-
-    def visit_terminal_value_created(
-        self, value: TerminalValueCreated
-    ) -> PreprocEntityDelta[str, str]:
-        if isinstance(value.value, str):
-            after = self._replace_url_outputs_if_required(value.value)
-        else:
-            after = value.value
-        return PreprocEntityDelta(after=after)
-
-    def visit_terminal_value_modified(
-        self, value: TerminalValueModified
-    ) -> PreprocEntityDelta[str, str]:
-        # we only need to transform the after
-        if isinstance(value.modified_value, str):
-            after = self._replace_url_outputs_if_required(value.modified_value)
-        else:
-            after = value.modified_value
-        return PreprocEntityDelta(before=value.value, after=after)
-
-    def visit_terminal_value_unchanged(
-        self, terminal_value_unchanged: TerminalValueUnchanged
-    ) -> PreprocEntityDelta:
-        if isinstance(terminal_value_unchanged.value, str):
-            value = self._replace_url_outputs_if_required(terminal_value_unchanged.value)
-        else:
-            value = terminal_value_unchanged.value
-        return PreprocEntityDelta(before=value, after=value)
-
-    def visit_node_intrinsic_function_fn_join(
-        self, node_intrinsic_function: NodeIntrinsicFunction
-    ) -> PreprocEntityDelta:
-        delta = super().visit_node_intrinsic_function_fn_join(node_intrinsic_function)
-        return self._replace_url_outputs_in_delta_if_required(delta)
-
-    def visit_node_intrinsic_function_fn_sub(
-        self, node_intrinsic_function: NodeIntrinsicFunction
-    ) -> PreprocEntityDelta:
-        delta = super().visit_node_intrinsic_function_fn_sub(node_intrinsic_function)
-        return self._replace_url_outputs_in_delta_if_required(delta)
-
-    # TODO: other intrinsic functions
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
index a0013ac22d5ff..342b7691b0388 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
@@ -60,7 +60,7 @@
 from localstack.utils.strings import to_bytes
 from localstack.utils.urls import localstack_host
 
-_AWS_URL_SUFFIX = localstack_host().host  # The value in AWS is "amazonaws.com"
+_AWS_URL_SUFFIX = localstack_host().host_and_port()  # The value in AWS is "amazonaws.com"
 
 _PSEUDO_PARAMETERS: Final[set[str]] = {
     "AWS::Partition",
@@ -75,7 +75,11 @@
 
 TBefore = TypeVar("TBefore")
 TAfter = TypeVar("TAfter")
+_T = TypeVar("_T")
 
+REGEX_OUTPUT_APIGATEWAY = re.compile(
+    rf"^(https?://.+\.execute-api\.)(?:[^-]+-){{2,3}}\d\.(amazonaws\.com|{_AWS_URL_SUFFIX})/?(.*)$"
+)
 MOCKED_REFERENCE = "unknown"
 
 VALID_LOGICAL_RESOURCE_ID_RE = re.compile(r"^[A-Za-z0-9]+$")
@@ -265,16 +269,16 @@ def _deployed_property_value_of(
                 f"No deployed instances of resource '{resource_logical_id}' were found"
             )
         properties = resolved_resource.get("Properties", {})
-        # support structured properties, e.g. NestedStack.Outputs.OutputName
+        # TODO support structured properties, e.g. NestedStack.Outputs.OutputName
         property_value: Any | None = get_value_from_path(properties, property_name)
 
         if property_value:
-            if not isinstance(property_value, str):
+            if not isinstance(property_value, (str, list)):
                 # TODO: is this correct? If there is a bug in the logic here, it's probably
                 #  better to know about it with a clear error message than to receive some form
                 #  of message about trying to use a dictionary in place of a string
                 raise RuntimeError(
-                    f"Accessing property '{property_name}' from '{resource_logical_id}' resulted in a non-string value"
+                    f"Accessing property '{property_name}' from '{resource_logical_id}' resulted in a non-string value nor list"
                 )
             return property_value
         elif config.CFN_IGNORE_UNSUPPORTED_RESOURCE_TYPES:
@@ -400,10 +404,57 @@ def visit(self, change_set_entity: ChangeSetEntity) -> PreprocEntityDelta:
             return PreprocEntityDelta(before=before, after=after)
         delta = super().visit(change_set_entity=change_set_entity)
         if isinstance(delta, PreprocEntityDelta):
+            delta = self._maybe_perform_replacements(delta)
             self._before_cache[entity_scope] = delta.before
             self._after_cache[entity_scope] = delta.after
         return delta
 
+    def _maybe_perform_replacements(self, delta: PreprocEntityDelta) -> PreprocEntityDelta:
+        delta = self._maybe_perform_static_replacements(delta)
+        delta = self._maybe_perform_dynamic_replacements(delta)
+        return delta
+
+    def _maybe_perform_static_replacements(self, delta: PreprocEntityDelta) -> PreprocEntityDelta:
+        return self._maybe_perform_on_delta(delta, self._perform_static_replacements)
+
+    def _maybe_perform_dynamic_replacements(self, delta: PreprocEntityDelta) -> PreprocEntityDelta:
+        return self._maybe_perform_on_delta(delta, self._perform_dynamic_replacements)
+
+    def _maybe_perform_on_delta(
+        self, delta: PreprocEntityDelta | None, f: Callable[[_T], _T]
+    ) -> PreprocEntityDelta | None:
+        if isinstance(delta.before, str):
+            delta.before = f(delta.before)
+        if isinstance(delta.after, str):
+            delta.after = f(delta.after)
+        return delta
+
+    def _perform_dynamic_replacements(self, value: _T) -> _T:
+        if not isinstance(value, str):
+            return value
+        if dynamic_ref := extract_dynamic_reference(value):
+            new_value = perform_dynamic_reference_lookup(
+                reference=dynamic_ref,
+                account_id=self._change_set.account_id,
+                region_name=self._change_set.region_name,
+            )
+            if new_value:
+                return new_value
+
+        return value
+
+    @staticmethod
+    def _perform_static_replacements(value: str) -> str:
+        api_match = REGEX_OUTPUT_APIGATEWAY.match(value)
+        if api_match and value not in config.CFN_STRING_REPLACEMENT_DENY_LIST:
+            prefix = api_match[1]
+            host = api_match[2]
+            path = api_match[3]
+            value = f"{prefix}{host}/{path}"
+            return value
+
+        return value
+
     def _cached_apply(
         self, scope: Scope, arguments_delta: PreprocEntityDelta, resolver: Callable[[Any], Any]
     ) -> PreprocEntityDelta:
@@ -452,6 +503,9 @@ def _cached_apply(
 
         return PreprocEntityDelta(before=before, after=after)
 
+    def visit_node_property(self, node_property: NodeProperty) -> PreprocEntityDelta:
+        return self.visit(node_property.value)
+
     def visit_terminal_value_modified(
         self, terminal_value_modified: TerminalValueModified
     ) -> PreprocEntityDelta:
@@ -1031,25 +1085,6 @@ def visit_node_array(self, node_array: NodeArray) -> PreprocEntityDelta:
                 after.append(delta_after)
         return PreprocEntityDelta(before=before, after=after)
 
-    def visit_node_property(self, node_property: NodeProperty) -> PreprocEntityDelta:
-        # TODO: what about other positions?
-        value = self.visit(node_property.value)
-        if not is_nothing(value.before):
-            if dynamic_ref := extract_dynamic_reference(value.before):
-                value.before = perform_dynamic_reference_lookup(
-                    reference=dynamic_ref,
-                    account_id=self._change_set.account_id,
-                    region_name=self._change_set.region_name,
-                )
-        if not is_nothing(value.after):
-            if dynamic_ref := extract_dynamic_reference(value.after):
-                value.after = perform_dynamic_reference_lookup(
-                    reference=dynamic_ref,
-                    account_id=self._change_set.account_id,
-                    region_name=self._change_set.region_name,
-                )
-        return value
-
     def visit_node_properties(
         self, node_properties: NodeProperties
     ) -> PreprocEntityDelta[PreprocProperties, PreprocProperties]:
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_transform.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_transform.py
index 400d9bd2beafd..f031a58725fa1 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_transform.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_transform.py
@@ -7,7 +7,7 @@
 
 import boto3
 import jsonpath_ng
-from botocore.exceptions import ClientError
+from botocore.exceptions import ClientError, ParamValidationError
 from samtranslator.translator.transform import transform as transform_sam
 
 from localstack.aws.connect import connect_to
@@ -28,6 +28,7 @@
     NodeIntrinsicFunction,
     NodeIntrinsicFunctionFnTransform,
     NodeProperties,
+    NodeProperty,
     NodeResource,
     NodeResources,
     NodeTransform,
@@ -528,3 +529,16 @@ def visit_node_intrinsic_function_fn_select(
             return super().visit_node_intrinsic_function_fn_select(node_intrinsic_function)
         except RuntimeError:
             return self.visit(node_intrinsic_function.arguments)
+
+    def visit_node_property(self, node_property: NodeProperty) -> PreprocEntityDelta:
+        try:
+            return super().visit_node_property(node_property)
+        except ParamValidationError:
+            return self.visit(node_property.value)
+
+    # ignore errors from dynamic replacements
+    def _maybe_perform_dynamic_replacements(self, delta: PreprocEntityDelta) -> PreprocEntityDelta:
+        try:
+            return super()._maybe_perform_dynamic_replacements(delta)
+        except Exception:
+            return delta
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_validator.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_validator.py
index 5eb0a23308a85..14efb5f4762c6 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_validator.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_validator.py
@@ -1,9 +1,12 @@
 import re
 from typing import Any
 
+from botocore.exceptions import ParamValidationError
+
 from localstack.services.cloudformation.engine.v2.change_set_model import (
     Maybe,
     NodeIntrinsicFunction,
+    NodeProperty,
     NodeResource,
     NodeTemplate,
     Nothing,
@@ -174,3 +177,16 @@ def visit_node_resource(self, node_resource: NodeResource) -> PreprocEntityDelta
             return super().visit_node_properties(node_resource.properties)
         except RuntimeError:
             return super().visit_node_properties(node_resource.properties)
+
+    def visit_node_property(self, node_property: NodeProperty) -> PreprocEntityDelta:
+        try:
+            return super().visit_node_property(node_property)
+        except ParamValidationError:
+            return self.visit(node_property.value)
+
+    # ignore errors from dynamic replacements
+    def _maybe_perform_dynamic_replacements(self, delta: PreprocEntityDelta) -> PreprocEntityDelta:
+        try:
+            return super()._maybe_perform_dynamic_replacements(delta)
+        except Exception:
+            return delta
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/resolving.py b/localstack-core/localstack/services/cloudformation/engine/v2/resolving.py
index c8f95b72455de..b99630c54a7a7 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/resolving.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/resolving.py
@@ -1,3 +1,4 @@
+import json
 import logging
 import re
 from dataclasses import dataclass
@@ -6,7 +7,6 @@
 from botocore.exceptions import ClientError
 
 from localstack.aws.connect import connect_to
-from localstack.utils import json
 
 LOG = logging.getLogger(__name__)
 
diff --git a/localstack-core/localstack/services/cloudformation/resource_provider.py b/localstack-core/localstack/services/cloudformation/resource_provider.py
index 169b7c33a30da..898958c2bccd3 100644
--- a/localstack-core/localstack/services/cloudformation/resource_provider.py
+++ b/localstack-core/localstack/services/cloudformation/resource_provider.py
@@ -563,6 +563,8 @@ def execute_action(
     @staticmethod
     def try_load_resource_provider(resource_type: str) -> ResourceProvider | None:
         # TODO: unify namespace of plugins
+        if resource_type.startswith("Custom"):
+            resource_type = "AWS::CloudFormation::CustomResource"
 
         # 1. try to load pro resource provider
         # prioritise pro resource providers
diff --git a/localstack-core/localstack/services/cloudformation/v2/provider.py b/localstack-core/localstack/services/cloudformation/v2/provider.py
index 0dd6aa6a84645..f7d0914b9e85a 100644
--- a/localstack-core/localstack/services/cloudformation/v2/provider.py
+++ b/localstack-core/localstack/services/cloudformation/v2/provider.py
@@ -286,7 +286,7 @@ def _setup_change_set_model(
         after_template: dict | None,
         before_parameters: dict | None,
         after_parameters: dict | None,
-        previous_update_model: UpdateModel | None,
+        previous_update_model: UpdateModel | None = None,
     ):
         resolved_parameters = None
         if after_parameters is not None:
@@ -400,7 +400,7 @@ def create_change_set(
         template_body = api_utils.extract_template_body(request)
         structured_template = template_preparer.parse_template(template_body)
 
-        if len(template_body) > 51200:
+        if len(template_body) > 51200 and not template_url:
             raise ValidationError(
                 f"1 validation error detected: Value '{template_body}' at 'templateBody' "
                 "failed to satisfy constraint: Member must have length less than or equal to 51200"
@@ -734,7 +734,7 @@ def create_stack(self, context: RequestContext, request: CreateStackInput) -> Cr
         template_body = api_utils.extract_template_body(request)
         structured_template = template_preparer.parse_template(template_body)
 
-        if len(template_body) > 51200:
+        if len(template_body) > 51200 and not template_url:
             raise ValidationError(
                 f"1 validation error detected: Value '{template_body}' at 'templateBody' "
                 "failed to satisfy constraint: Member must have length less than or equal to 51200"
@@ -978,6 +978,7 @@ def describe_stack_resource(
             ResourceType=resource["Type"],
             LastUpdatedTimestamp=resource["LastUpdatedTimestamp"],
             ResourceStatus=resource["ResourceStatus"],
+            DriftInformation={"StackResourceDriftStatus": "NOT_CHECKED"},
         )
         return DescribeStackResourceOutput(StackResourceDetail=resource_detail)
 
@@ -1495,11 +1496,6 @@ def delete_stack(
 
         stack.set_stack_status(StackStatus.DELETE_IN_PROGRESS)
 
-        previous_update_model = None
-        if stack.change_set_id:
-            if previous_change_set := find_change_set_v2(state, stack.change_set_id):
-                previous_update_model = previous_change_set.update_model
-
         # create a dummy change set
         change_set = ChangeSet(
             stack, {"ChangeSetName": f"delete-stack_{stack.stack_name}"}, template_body=""
@@ -1510,7 +1506,6 @@ def delete_stack(
             after_template=None,
             before_parameters=stack.resolved_parameters,
             after_parameters=None,
-            previous_update_model=previous_update_model,
         )
 
         change_set_executor = ChangeSetModelExecutor(change_set)
diff --git a/localstack-core/localstack/services/cloudformation/v2/utils.py b/localstack-core/localstack/services/cloudformation/v2/utils.py
index 02a6cbb971a99..ba2af4fd97eea 100644
--- a/localstack-core/localstack/services/cloudformation/v2/utils.py
+++ b/localstack-core/localstack/services/cloudformation/v2/utils.py
@@ -2,4 +2,7 @@
 
 
 def is_v2_engine() -> bool:
-    return config.SERVICE_PROVIDER_CONFIG.get_provider("cloudformation") == "engine-v2"
+    return config.SERVICE_PROVIDER_CONFIG.get_provider("cloudformation") in {
+        "engine-v2",
+        "engine-v2_pro",
+    }

From 86a535f5905145afc6f31d14e7482453280ff34a Mon Sep 17 00:00:00 2001
From: Giovanni Grano <me@giograno.com>
Date: Thu, 4 Sep 2025 14:56:30 +0200
Subject: [PATCH 174/697] Fix misnamed service_name attribute in stores
 (#13094)

Co-authored-by: Viren Nadkarni <viren.nadkarni@gmail.com>
---
 localstack-core/localstack/services/stores.py | 2 +-
 tests/unit/test_stores.py                     | 2 ++
 2 files changed, 3 insertions(+), 1 deletion(-)

diff --git a/localstack-core/localstack/services/stores.py b/localstack-core/localstack/services/stores.py
index 2f42e8606dab4..8558746eec0c6 100644
--- a/localstack-core/localstack/services/stores.py
+++ b/localstack-core/localstack/services/stores.py
@@ -238,7 +238,7 @@ def __getitem__(self, region_name) -> BaseStoreType:
 
                 store_obj._global = self._global
                 store_obj._universal = self._universal
-                store_obj.service_name = self.service_name
+                store_obj._service_name = self.service_name
                 store_obj._account_id = self.account_id
                 store_obj._region_name = region_name
 
diff --git a/tests/unit/test_stores.py b/tests/unit/test_stores.py
index 307c4f3b70f52..b94b13439cc89 100644
--- a/tests/unit/test_stores.py
+++ b/tests/unit/test_stores.py
@@ -86,10 +86,12 @@ def test_store_namespacing(self, sample_stores):
         backend1_eu = sample_stores[account1][eu_region]
         assert backend1_eu._account_id == account1
         assert backend1_eu._region_name == eu_region
+        assert backend1_eu._service_name == "zzz"
 
         backend1_ap = sample_stores[account1][ap_region]
         assert backend1_ap._account_id == account1
         assert backend1_ap._region_name == ap_region
+        assert backend1_ap._service_name == "zzz"
 
         # Ensure region-specific data isolation
         backend1_eu.region_specific_attr.extend([1, 2, 3])

From c426dbb24fc229ba9cedcb99d9902ed30ee34834 Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Thu, 4 Sep 2025 14:18:25 +0100
Subject: [PATCH 175/697] CFNV2: Add startup log message (#13075)

---
 .../services/cloudformation/v2/provider.py    | 25 ++++++++++++++++++-
 1 file changed, 24 insertions(+), 1 deletion(-)

diff --git a/localstack-core/localstack/services/cloudformation/v2/provider.py b/localstack-core/localstack/services/cloudformation/v2/provider.py
index f7d0914b9e85a..e0bf92eb0cdf1 100644
--- a/localstack-core/localstack/services/cloudformation/v2/provider.py
+++ b/localstack-core/localstack/services/cloudformation/v2/provider.py
@@ -4,6 +4,7 @@
 import re
 from collections import defaultdict
 from datetime import UTC, datetime
+from urllib.parse import urlencode
 
 from localstack import config
 from localstack.aws.api import RequestContext, handler
@@ -118,6 +119,7 @@
     StackSet,
 )
 from localstack.services.cloudformation.v2.types import EngineParameter
+from localstack.services.plugins import ServiceLifecycleHook
 from localstack.utils.collections import select_attributes
 from localstack.utils.strings import short_uid
 from localstack.utils.threads import start_worker_thread
@@ -215,7 +217,28 @@ def find_stack_instance(stack_set: StackSet, account: str, region: str) -> Stack
     return None
 
 
-class CloudformationProviderV2(CloudformationProvider):
+class CloudformationProviderV2(CloudformationProvider, ServiceLifecycleHook):
+    def on_before_start(self):
+        base = "https://github.com/localstack/localstack/issues/new"
+        query_args = {
+            "template": "bug-report.yml",
+            "labels": ",".join(
+                [
+                    "aws:cloudformation:v2",
+                    "status: triage needed",
+                    "type: bug",
+                ]
+            ),
+            "title": "CFNV2: ",
+        }
+        issue_url = "?".join([base, urlencode(query_args)])
+        LOG.info(
+            "You have opted in to the new CloudFormation deployment engine. "
+            "You can opt in to using the old engine by setting PROVIDER_OVERRIDE_CLOUDFORMATION=legacy. "
+            "If you experience issues, please submit a bug report at this URL: %s",
+            issue_url,
+        )
+
     @staticmethod
     def _resolve_parameters(
         template: dict | None, parameters: dict | None, account_id: str, region_name: str

From 746b6afa80ee15822712cfc71e322687414dbd49 Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Thu, 4 Sep 2025 15:29:44 +0200
Subject: [PATCH 176/697] S3: fix validation parity of
 `PutBucketNotificationConfiguration` (#13091)

---
 .../localstack/services/s3/notifications.py   | 67 ++++++++--------
 .../localstack/services/s3/presigned_url.py   | 23 +++---
 .../localstack/services/s3/utils.py           | 11 ---
 .../localstack/services/s3/validation.py      | 78 +++++++++++--------
 tests/aws/services/s3/test_s3_api.py          | 76 ++++++++++++++++++
 .../aws/services/s3/test_s3_api.snapshot.json | 52 +++++++++++++
 .../services/s3/test_s3_api.validation.json   | 18 +++++
 .../services/s3/test_s3_notifications_sqs.py  | 40 ++++++----
 .../test_s3_notifications_sqs.snapshot.json   | 47 +++++++----
 .../test_s3_notifications_sqs.validation.json | 12 ++-
 10 files changed, 300 insertions(+), 124 deletions(-)

diff --git a/localstack-core/localstack/services/s3/notifications.py b/localstack-core/localstack/services/s3/notifications.py
index 99f317bc7ed73..6b708426d6ef3 100644
--- a/localstack-core/localstack/services/s3/notifications.py
+++ b/localstack-core/localstack/services/s3/notifications.py
@@ -21,6 +21,7 @@
     Event,
     EventBridgeConfiguration,
     EventList,
+    InvalidArgument,
     LambdaFunctionArn,
     LambdaFunctionConfiguration,
     NotificationConfiguration,
@@ -34,8 +35,8 @@
     TopicConfiguration,
 )
 from localstack.aws.connect import connect_to
+from localstack.services.s3.exceptions import MalformedXML
 from localstack.services.s3.models import S3Bucket, S3DeleteMarker, S3Object
-from localstack.services.s3.utils import _create_invalid_argument_exc
 from localstack.utils.aws import arns
 from localstack.utils.aws.arns import ARN_PARTITION_REGEX, get_partition, parse_arn, s3_bucket_arn
 from localstack.utils.aws.client_types import ServicePrincipal
@@ -272,26 +273,29 @@ def _validate_notification(self, verification_ctx: BucketVerificationContext):
         arn, argument_name = self._get_arn_value_and_name(configuration)
 
         if not re.match(f"{ARN_PARTITION_REGEX}:{self.service_name}:", arn):
-            raise _create_invalid_argument_exc(
-                "The ARN could not be parsed", name=argument_name, value=arn
+            raise InvalidArgument(
+                "The ARN could not be parsed",
+                ArgumentName=argument_name,
+                ArgumentValue=arn,
             )
+
         if not verification_ctx.skip_destination_validation:
             self._verify_target(arn, verification_ctx)
 
         if filter_rules := configuration.get("Filter", {}).get("Key", {}).get("FilterRules"):
             for rule in filter_rules:
-                rule["Name"] = rule["Name"].capitalize()
-                if rule["Name"] not in ["Suffix", "Prefix"]:
-                    raise _create_invalid_argument_exc(
+                if "Name" not in rule or "Value" not in rule:
+                    raise MalformedXML()
+
+                if rule["Name"].lower() not in ["suffix", "prefix"]:
+                    raise InvalidArgument(
                         "filter rule name must be either prefix or suffix",
-                        rule["Name"],
-                        rule["Value"],
-                    )
-                if not rule["Value"]:
-                    raise _create_invalid_argument_exc(
-                        "filter value cannot be empty", rule["Name"], rule["Value"]
+                        ArgumentName="FilterRule.Name",
+                        ArgumentValue=rule["Name"],
                     )
 
+                rule["Name"] = rule["Name"].capitalize()
+
     @staticmethod
     def _get_test_payload(verification_ctx: BucketVerificationContext):
         return {
@@ -382,7 +386,7 @@ class SqsNotifier(BaseNotifier):
 
     @staticmethod
     def _get_arn_value_and_name(queue_configuration: QueueConfiguration) -> tuple[QueueArn, str]:
-        return queue_configuration.get("QueueArn", ""), "QueueArn"
+        return queue_configuration.get("QueueArn", ""), "Queue"
 
     def _verify_target(self, target_arn: str, verification_ctx: BucketVerificationContext) -> None:
         if not is_api_enabled("sqs"):
@@ -410,11 +414,12 @@ def _verify_target(self, target_arn: str, verification_ctx: BucketVerificationCo
                 code,
                 exc_info=LOG.isEnabledFor(logging.DEBUG),
             )
-            raise _create_invalid_argument_exc(
+            raise InvalidArgument(
                 "Unable to validate the following destination configurations",
-                name=target_arn,
-                value="The destination queue does not exist",
+                ArgumentName=target_arn,
+                ArgumentValue="The destination queue does not exist",
             )
+
         # send test event with the request metadata for permissions
         # https://docs.aws.amazon.com/AmazonS3/latest/userguide/notification-how-to-event-types-and-destinations.html#supported-notification-event-types
         sqs_client = connect_to(region_name=arn_data["region"]).sqs.request_metadata(
@@ -430,10 +435,10 @@ def _verify_target(self, target_arn: str, verification_ctx: BucketVerificationCo
                 verification_ctx.bucket_name,
                 target_arn,
             )
-            raise _create_invalid_argument_exc(
+            raise InvalidArgument(
                 "Unable to validate the following destination configurations",
-                name=target_arn,
-                value="Permissions on the destination queue do not allow S3 to publish notifications from this bucket",
+                ArgumentName=target_arn,
+                ArgumentValue="Permissions on the destination queue do not allow S3 to publish notifications from this bucket",
             ) from e
 
     def notify(self, ctx: S3EventNotificationContext, config: QueueConfiguration):
@@ -490,10 +495,10 @@ def _verify_target(self, target_arn: str, verification_ctx: BucketVerificationCo
         try:
             sns_client.get_topic_attributes(TopicArn=target_arn)
         except ClientError:
-            raise _create_invalid_argument_exc(
+            raise InvalidArgument(
                 "Unable to validate the following destination configurations",
-                name=target_arn,
-                value="The destination topic does not exist",
+                ArgumentName=target_arn,
+                ArgumentValue="The destination topic does not exist",
             )
 
         sns_client = connect_to(region_name=arn_data["region"]).sns.request_metadata(
@@ -513,10 +518,10 @@ def _verify_target(self, target_arn: str, verification_ctx: BucketVerificationCo
                 verification_ctx.bucket_name,
                 target_arn,
             )
-            raise _create_invalid_argument_exc(
+            raise InvalidArgument(
                 "Unable to validate the following destination configurations",
-                name=target_arn,
-                value="Permissions on the destination topic do not allow S3 to publish notifications from this bucket",
+                ArgumentName=target_arn,
+                ArgumentValue="Permissions on the destination topic do not allow S3 to publish notifications from this bucket",
             ) from e
 
     def notify(self, ctx: S3EventNotificationContext, config: TopicConfiguration):
@@ -575,10 +580,10 @@ def _verify_target(self, target_arn: str, verification_ctx: BucketVerificationCo
         try:
             lambda_client.get_function(FunctionName=target_arn)
         except ClientError:
-            raise _create_invalid_argument_exc(
+            raise InvalidArgument(
                 "Unable to validate the following destination configurations",
-                name=target_arn,
-                value="The destination Lambda does not exist",
+                ArgumentName=target_arn,
+                ArgumentValue="The destination Lambda does not exist",
             )
         lambda_client = connect_to(region_name=arn_data["region"]).lambda_.request_metadata(
             source_arn=s3_bucket_arn(verification_ctx.bucket_name, region=verification_ctx.region),
@@ -587,10 +592,10 @@ def _verify_target(self, target_arn: str, verification_ctx: BucketVerificationCo
         try:
             lambda_client.invoke(FunctionName=target_arn, InvocationType=InvocationType.DryRun)
         except ClientError as e:
-            raise _create_invalid_argument_exc(
+            raise InvalidArgument(
                 "Unable to validate the following destination configurations",
-                name=f"{target_arn}, null",
-                value=f"Not authorized to invoke function [{target_arn}]",
+                ArgumentName=f"{target_arn}, null",
+                ArgumentValue=f"Not authorized to invoke function [{target_arn}]",
             ) from e
 
     def notify(self, ctx: S3EventNotificationContext, config: LambdaFunctionConfiguration):
diff --git a/localstack-core/localstack/services/s3/presigned_url.py b/localstack-core/localstack/services/s3/presigned_url.py
index 734798ef83fc2..3cb675d492a44 100644
--- a/localstack-core/localstack/services/s3/presigned_url.py
+++ b/localstack-core/localstack/services/s3/presigned_url.py
@@ -45,7 +45,6 @@
 )
 from localstack.services.s3.utils import (
     S3_VIRTUAL_HOST_FORWARDED_HEADER,
-    _create_invalid_argument_exc,
     capitalize_header_name_from_snake_case,
     extract_bucket_name_and_key_from_headers_and_path,
     forwarded_from_virtual_host_addressed_request,
@@ -772,13 +771,12 @@ def validate_post_policy(
     :return: None
     """
     if not request_form.get("key"):
-        ex: InvalidArgument = _create_invalid_argument_exc(
-            message="Bucket POST must contain a field named 'key'.  If it is specified, please check the order of the fields.",
-            name="key",
-            value="",
-            host_id=FAKE_HOST_ID,
+        raise InvalidArgument(
+            "Bucket POST must contain a field named 'key'.  If it is specified, please check the order of the fields.",
+            ArgumentName="key",
+            ArgumentValue="",
+            HostId=FAKE_HOST_ID,
         )
-        raise ex
 
     form_dict = {k.lower(): v for k, v in request_form.items()}
 
@@ -932,13 +930,12 @@ def _is_match_with_signature_fields(
                 if argument_name == "Awsaccesskeyid":
                     argument_name = "AWSAccessKeyId"
 
-                ex: InvalidArgument = _create_invalid_argument_exc(
-                    message=f"Bucket POST must contain a field named '{argument_name}'.  If it is specified, please check the order of the fields.",
-                    name=argument_name,
-                    value="",
-                    host_id=FAKE_HOST_ID,
+                raise InvalidArgument(
+                    f"Bucket POST must contain a field named '{argument_name}'.  If it is specified, please check the order of the fields.",
+                    ArgumentName=argument_name,
+                    ArgumentValue="",
+                    HostId=FAKE_HOST_ID,
                 )
-                raise ex
 
         return True
     return False
diff --git a/localstack-core/localstack/services/s3/utils.py b/localstack-core/localstack/services/s3/utils.py
index 96375294d4b6b..5f6bceafa660f 100644
--- a/localstack-core/localstack/services/s3/utils.py
+++ b/localstack-core/localstack/services/s3/utils.py
@@ -574,17 +574,6 @@ def get_bucket_and_key_from_presign_url(presign_url: str) -> tuple[str, str]:
     return bucket, key
 
 
-def _create_invalid_argument_exc(
-    message: str | None, name: str, value: str, host_id: str = None
-) -> InvalidArgument:
-    ex = InvalidArgument(message)
-    ex.ArgumentName = name
-    ex.ArgumentValue = value
-    if host_id:
-        ex.HostId = host_id
-    return ex
-
-
 def capitalize_header_name_from_snake_case(header_name: str) -> str:
     return "-".join([part.capitalize() for part in header_name.split("-")])
 
diff --git a/localstack-core/localstack/services/s3/validation.py b/localstack-core/localstack/services/s3/validation.py
index 70bc8af38bbfa..509300fc447a5 100644
--- a/localstack-core/localstack/services/s3/validation.py
+++ b/localstack-core/localstack/services/s3/validation.py
@@ -38,7 +38,6 @@
 from localstack.services.s3 import constants as s3_constants
 from localstack.services.s3.exceptions import InvalidRequest, MalformedACLError, MalformedXML
 from localstack.services.s3.utils import (
-    _create_invalid_argument_exc,
     get_class_attrs_from_spec_class,
     get_permission_header_name,
     is_bucket_name_valid,
@@ -87,8 +86,11 @@ def validate_canned_acl(canned_acl: str) -> None:
     Validate the canned ACL value, or raise an Exception
     """
     if canned_acl and canned_acl not in VALID_CANNED_ACLS:
-        ex = _create_invalid_argument_exc(None, "x-amz-acl", canned_acl)
-        raise ex
+        raise InvalidArgument(
+            None,
+            ArgumentName="x-amz-acl",
+            ArgumentValue=canned_acl,
+        )
 
 
 def parse_grants_in_headers(permission: Permission, grantees: str) -> Grants:
@@ -98,16 +100,18 @@ def parse_grants_in_headers(permission: Permission, grantees: str) -> Grants:
         grantee_type, grantee_id = seralized_grantee.split("=")
         grantee_id = grantee_id.strip('"')
         if grantee_type not in ("uri", "id", "emailAddress"):
-            ex = _create_invalid_argument_exc(
+            raise InvalidArgument(
                 "Argument format not recognized",
-                get_permission_header_name(permission),
-                seralized_grantee,
+                ArgumentName=get_permission_header_name(permission),
+                ArgumentValue=seralized_grantee,
             )
-            raise ex
         elif grantee_type == "uri":
             if grantee_id not in s3_constants.VALID_ACL_PREDEFINED_GROUPS:
-                ex = _create_invalid_argument_exc("Invalid group uri", "uri", grantee_id)
-                raise ex
+                raise InvalidArgument(
+                    "Invalid group uri",
+                    ArgumentName="uri",
+                    ArgumentValue=grantee_id,
+                )
             grantee = Grantee(
                 Type=GranteeType.Group,
                 URI=grantee_id,
@@ -115,8 +119,11 @@ def parse_grants_in_headers(permission: Permission, grantees: str) -> Grants:
 
         elif grantee_type == "id":
             if not is_valid_canonical_id(grantee_id):
-                ex = _create_invalid_argument_exc("Invalid id", "id", grantee_id)
-                raise ex
+                raise InvalidArgument(
+                    "Invalid id",
+                    ArgumentName="id",
+                    ArgumentValue=grantee_id,
+                )
             grantee = Grantee(
                 Type=GranteeType.CanonicalUser,
                 ID=grantee_id,
@@ -141,8 +148,11 @@ def validate_acl_acp(acp: AccessControlPolicy) -> None:
         )
 
     if not is_valid_canonical_id(owner_id := acp["Owner"].get("ID", "")):
-        ex = _create_invalid_argument_exc("Invalid id", "CanonicalUser/ID", owner_id)
-        raise ex
+        raise InvalidArgument(
+            "Invalid id",
+            ArgumentName="CanonicalUser/ID",
+            ArgumentValue=owner_id,
+        )
 
     for grant in acp["Grants"]:
         if grant.get("Permission") not in s3_constants.VALID_GRANTEE_PERMISSIONS:
@@ -165,8 +175,11 @@ def validate_acl_acp(acp: AccessControlPolicy) -> None:
             and (grant_uri := grantee.get("URI", ""))
             not in s3_constants.VALID_ACL_PREDEFINED_GROUPS
         ):
-            ex = _create_invalid_argument_exc("Invalid group uri", "Group/URI", grant_uri)
-            raise ex
+            raise InvalidArgument(
+                "Invalid group uri",
+                ArgumentName="Group/URI",
+                ArgumentValue=grant_uri,
+            )
 
         elif grant_type == GranteeType.AmazonCustomerByEmail:
             # TODO: add validation here
@@ -175,8 +188,11 @@ def validate_acl_acp(acp: AccessControlPolicy) -> None:
         elif grant_type == GranteeType.CanonicalUser and not is_valid_canonical_id(
             grantee_id := grantee.get("ID", "")
         ):
-            ex = _create_invalid_argument_exc("Invalid id", "CanonicalUser/ID", grantee_id)
-            raise ex
+            raise InvalidArgument(
+                "Invalid id",
+                ArgumentName="CanonicalUser/ID",
+                ArgumentValue=grantee_id,
+            )
 
 
 def validate_lifecycle_configuration(lifecycle_conf: BucketLifecycleConfiguration) -> None:
@@ -242,12 +258,12 @@ def validate_website_configuration(website_config: WebsiteConfiguration) -> None
     """
     if redirect_all_req := website_config.get("RedirectAllRequestsTo", {}):
         if len(website_config) > 1:
-            ex = _create_invalid_argument_exc(
-                message="RedirectAllRequestsTo cannot be provided in conjunction with other Routing Rules.",
-                name="RedirectAllRequestsTo",
-                value="not null",
+            raise InvalidArgument(
+                "RedirectAllRequestsTo cannot be provided in conjunction with other Routing Rules.",
+                ArgumentName="RedirectAllRequestsTo",
+                ArgumentValue="not null",
             )
-            raise ex
+
         if "HostName" not in redirect_all_req:
             raise MalformedXML()
 
@@ -261,20 +277,18 @@ def validate_website_configuration(website_config: WebsiteConfiguration) -> None
     # required
     # https://docs.aws.amazon.com/AmazonS3/latest/API/API_IndexDocument.html
     if not (index_configuration := website_config.get("IndexDocument")):
-        ex = _create_invalid_argument_exc(
-            message="A value for IndexDocument Suffix must be provided if RedirectAllRequestsTo is empty",
-            name="IndexDocument",
-            value="null",
+        raise InvalidArgument(
+            "A value for IndexDocument Suffix must be provided if RedirectAllRequestsTo is empty",
+            ArgumentName="IndexDocument",
+            ArgumentValue="null",
         )
-        raise ex
 
     if not (index_suffix := index_configuration.get("Suffix")) or "/" in index_suffix:
-        ex = _create_invalid_argument_exc(
-            message="The IndexDocument Suffix is not well formed",
-            name="IndexDocument",
-            value=index_suffix or None,
+        raise InvalidArgument(
+            "The IndexDocument Suffix is not well formed",
+            ArgumentName="IndexDocument",
+            ArgumentValue=index_suffix or None,
         )
-        raise ex
 
     if "ErrorDocument" in website_config and not website_config.get("ErrorDocument", {}).get("Key"):
         raise MalformedXML()
diff --git a/tests/aws/services/s3/test_s3_api.py b/tests/aws/services/s3/test_s3_api.py
index 1c2da7a21ffef..f4db7a43db31f 100644
--- a/tests/aws/services/s3/test_s3_api.py
+++ b/tests/aws/services/s3/test_s3_api.py
@@ -2448,3 +2448,79 @@ def test_delete_object_if_match_all_non_express(self, s3_bucket, aws_client, sna
                 IfMatchLastModifiedTime=earlier,
             )
         snapshot.match("delete-obj-if-match-all", e.value.response)
+
+
+@pytest.mark.skipif(condition=TEST_S3_IMAGE, reason="SQS not enabled in S3 image")
+class TestS3BucketNotificationConfiguration:
+    @markers.aws.validated
+    def test_bucket_notification_with_missing_values_in_rule(
+        self,
+        s3_bucket,
+        sqs_create_queue,
+        snapshot,
+        aws_client,
+        aws_client_factory,
+        region_name,
+    ):
+        s3_client = aws_client_factory(
+            region_name=region_name, config=Config(parameter_validation=False)
+        ).s3
+        queue_url = sqs_create_queue()
+        queue_attributes = aws_client.sqs.get_queue_attributes(
+            QueueUrl=queue_url, AttributeNames=["QueueArn"]
+        )
+        filter_rule = {}
+        cfg = {
+            "QueueConfigurations": [
+                {
+                    "QueueArn": queue_attributes["Attributes"]["QueueArn"],
+                    "Events": ["s3:ObjectCreated:*"],
+                    "Filter": {"Key": {"FilterRules": [filter_rule]}},
+                }
+            ]
+        }
+        with pytest.raises(ClientError) as e:
+            s3_client.put_bucket_notification_configuration(
+                Bucket=s3_bucket, NotificationConfiguration=cfg
+            )
+        snapshot.match("invalid-rule-no-values", e.value.response)
+
+        filter_rule["Name"] = "prefix"
+        with pytest.raises(ClientError) as e:
+            s3_client.put_bucket_notification_configuration(
+                Bucket=s3_bucket, NotificationConfiguration=cfg
+            )
+        snapshot.match("invalid-rule-no-value", e.value.response)
+
+        filter_rule["Value"] = "test"
+        del filter_rule["Name"]
+        with pytest.raises(ClientError) as e:
+            s3_client.put_bucket_notification_configuration(
+                Bucket=s3_bucket, NotificationConfiguration=cfg
+            )
+        snapshot.match("invalid-rule-no-name", e.value.response)
+
+    @markers.aws.validated
+    def test_bucket_notification_with_invalid_filter_rules(
+        self, s3_bucket, sqs_create_queue, snapshot, aws_client
+    ):
+        queue_url = sqs_create_queue()
+        queue_attributes = aws_client.sqs.get_queue_attributes(
+            QueueUrl=queue_url, AttributeNames=["QueueArn"]
+        )
+        cfg = {
+            "QueueConfigurations": [
+                {
+                    "QueueArn": queue_attributes["Attributes"]["QueueArn"],
+                    "Events": ["s3:ObjectCreated:*"],
+                    "Filter": {
+                        "Key": {"FilterRules": [{"Name": "INVALID", "Value": "does not matter"}]}
+                    },
+                }
+            ]
+        }
+        with pytest.raises(ClientError) as e:
+            aws_client.s3.put_bucket_notification_configuration(
+                Bucket=s3_bucket, NotificationConfiguration=cfg
+            )
+        snapshot.match("invalid_filter_name", e.value.response)
diff --git a/tests/aws/services/s3/test_s3_api.snapshot.json b/tests/aws/services/s3/test_s3_api.snapshot.json
index c91da2a0709b5..459c91ebcaa36 100644
--- a/tests/aws/services/s3/test_s3_api.snapshot.json
+++ b/tests/aws/services/s3/test_s3_api.snapshot.json
@@ -4691,6 +4691,58 @@
       }
     }
   },
+  "tests/aws/services/s3/test_s3_api.py::TestS3BucketNotificationConfiguration::test_bucket_notification_with_missing_values_in_rule": {
+    "recorded-date": "02-09-2025, 21:38:48",
+    "recorded-content": {
+      "invalid-rule-no-values": {
+        "Error": {
+          "Code": "MalformedXML",
+          "Message": "The XML you provided was not well-formed or did not validate against our published schema"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "invalid-rule-no-value": {
+        "Error": {
+          "Code": "MalformedXML",
+          "Message": "The XML you provided was not well-formed or did not validate against our published schema"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "invalid-rule-no-name": {
+        "Error": {
+          "Code": "MalformedXML",
+          "Message": "The XML you provided was not well-formed or did not validate against our published schema"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/s3/test_s3_api.py::TestS3BucketNotificationConfiguration::test_bucket_notification_with_invalid_filter_rules": {
+    "recorded-date": "02-09-2025, 21:37:07",
+    "recorded-content": {
+      "invalid_filter_name": {
+        "Error": {
+          "ArgumentName": "FilterRule.Name",
+          "ArgumentValue": "INVALID",
+          "Code": "InvalidArgument",
+          "Message": "filter rule name must be either prefix or suffix"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketObjectTagging::test_put_object_tagging_none_value": {
     "recorded-date": "02-09-2025, 22:43:06",
     "recorded-content": {
diff --git a/tests/aws/services/s3/test_s3_api.validation.json b/tests/aws/services/s3/test_s3_api.validation.json
index 5beccde886f6e..9512c6f7ff4cb 100644
--- a/tests/aws/services/s3/test_s3_api.validation.json
+++ b/tests/aws/services/s3/test_s3_api.validation.json
@@ -26,6 +26,24 @@
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketEncryption::test_s3_default_bucket_encryption_exc": {
     "last_validated_date": "2025-01-21T18:10:47+00:00"
   },
+  "tests/aws/services/s3/test_s3_api.py::TestS3BucketNotificationConfiguration::test_bucket_notification_with_invalid_filter_rules": {
+    "last_validated_date": "2025-09-02T21:37:08+00:00",
+    "durations_in_seconds": {
+      "setup": 1.07,
+      "call": 0.74,
+      "teardown": 1.04,
+      "total": 2.85
+    }
+  },
+  "tests/aws/services/s3/test_s3_api.py::TestS3BucketNotificationConfiguration::test_bucket_notification_with_missing_values_in_rule": {
+    "last_validated_date": "2025-09-02T21:38:48+00:00",
+    "durations_in_seconds": {
+      "setup": 1.04,
+      "call": 1.57,
+      "teardown": 0.81,
+      "total": 3.42
+    }
+  },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketObjectTagging::test_bucket_tagging_crud": {
     "last_validated_date": "2025-01-21T18:11:06+00:00"
   },
diff --git a/tests/aws/services/s3/test_s3_notifications_sqs.py b/tests/aws/services/s3/test_s3_notifications_sqs.py
index a506580a1a6a7..a2b7e251a5a2e 100644
--- a/tests/aws/services/s3/test_s3_notifications_sqs.py
+++ b/tests/aws/services/s3/test_s3_notifications_sqs.py
@@ -786,33 +786,39 @@ def test_filter_rules_case_insensitive(self, s3_bucket, sqs_create_queue, snapsh
         assert rules[1]["Name"] in valid
         snapshot.match("bucket_notification_configuration", response)
 
-    @markers.snapshot.skip_snapshot_verify(
-        paths=["$..Error.ArgumentName", "$..Error.ArgumentValue"],
-    )  # TODO: add to exception for ASF
     @markers.aws.validated
-    def test_bucket_notification_with_invalid_filter_rules(
-        self, s3_bucket, sqs_create_queue, snapshot, aws_client
-    ):
-        queue_url = sqs_create_queue()
+    def test_filter_rules_empty_value(self, s3_bucket, sqs_create_queue, snapshot, aws_client):
+        id = short_uid()
+        queue_url = sqs_create_queue(QueueName=f"my-queue-{id}")
         queue_attributes = aws_client.sqs.get_queue_attributes(
             QueueUrl=queue_url, AttributeNames=["QueueArn"]
         )
+        snapshot.add_transformer(snapshot.transform.key_value("Id", "id"))
+        snapshot.add_transformer(snapshot.transform.regex(id, "<queue_id>"))
         cfg = {
             "QueueConfigurations": [
                 {
                     "QueueArn": queue_attributes["Attributes"]["QueueArn"],
                     "Events": ["s3:ObjectCreated:*"],
                     "Filter": {
-                        "Key": {"FilterRules": [{"Name": "INVALID", "Value": "does not matter"}]}
+                        "Key": {
+                            "FilterRules": [
+                                {
+                                    "Name": "suffix",
+                                    "Value": "",
+                                },
+                            ]
+                        }
                     },
                 }
             ]
         }
-        with pytest.raises(ClientError) as e:
-            aws_client.s3.put_bucket_notification_configuration(
-                Bucket=s3_bucket, NotificationConfiguration=cfg
-            )
-        snapshot.match("invalid_filter_name", e.value.response)
+
+        aws_client.s3.put_bucket_notification_configuration(
+            Bucket=s3_bucket, NotificationConfiguration=cfg, SkipDestinationValidation=True
+        )
+        response = aws_client.s3.get_bucket_notification_configuration(Bucket=s3_bucket)
+        snapshot.match("bucket_notification_configuration", response)
 
     @markers.aws.validated
     # AWS seems to return "ArgumentName" (without the number) if the request fails a basic verification
@@ -821,10 +827,10 @@ def test_bucket_notification_with_invalid_filter_rules(
     # e.g. queues not existing, no permissions etc.
     @markers.snapshot.skip_snapshot_verify(
         paths=[
-            "$..Error.ArgumentName1",
-            "$..Error.ArgumentValue1",
-            "$..Error.ArgumentName",
-            "$..Error.ArgumentValue",
+            "$.queue-does-not-exist.Error.ArgumentName1",
+            "$.queue-does-not-exist.Error.ArgumentValue1",
+            "$.queue-does-not-exist.Error.ArgumentName",
+            "$.queue-does-not-exist.Error.ArgumentValue",
         ],
     )
     def test_invalid_sqs_arn(self, s3_bucket, account_id, snapshot, aws_client, region_name):
diff --git a/tests/aws/services/s3/test_s3_notifications_sqs.snapshot.json b/tests/aws/services/s3/test_s3_notifications_sqs.snapshot.json
index d7416b0ff3a5e..5ef42a47bd750 100644
--- a/tests/aws/services/s3/test_s3_notifications_sqs.snapshot.json
+++ b/tests/aws/services/s3/test_s3_notifications_sqs.snapshot.json
@@ -702,23 +702,6 @@
       }
     }
   },
-  "tests/aws/services/s3/test_s3_notifications_sqs.py::TestS3NotificationsToSQS::test_bucket_notification_with_invalid_filter_rules": {
-    "recorded-date": "21-01-2025, 23:22:02",
-    "recorded-content": {
-      "invalid_filter_name": {
-        "Error": {
-          "ArgumentName": "FilterRule.Name",
-          "ArgumentValue": "INVALID",
-          "Code": "InvalidArgument",
-          "Message": "filter rule name must be either prefix or suffix"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 400
-        }
-      }
-    }
-  },
   "tests/aws/services/s3/test_s3_notifications_sqs.py::TestS3NotificationsToSQS::test_invalid_sqs_arn": {
     "recorded-date": "21-01-2025, 23:22:05",
     "recorded-content": {
@@ -1378,5 +1361,35 @@
         }
       ]
     }
+  },
+  "tests/aws/services/s3/test_s3_notifications_sqs.py::TestS3NotificationsToSQS::test_filter_rules_empty_value": {
+    "recorded-date": "02-09-2025, 21:50:09",
+    "recorded-content": {
+      "bucket_notification_configuration": {
+        "QueueConfigurations": [
+          {
+            "Events": [
+              "s3:ObjectCreated:*"
+            ],
+            "Filter": {
+              "Key": {
+                "FilterRules": [
+                  {
+                    "Name": "Suffix",
+                    "Value": ""
+                  }
+                ]
+              }
+            },
+            "Id": "<id:1>",
+            "QueueArn": "arn:<partition>:sqs:<region>:111111111111:my-queue-<queue_id>"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/s3/test_s3_notifications_sqs.validation.json b/tests/aws/services/s3/test_s3_notifications_sqs.validation.json
index a7eca3f14f917..f07b66bbb2cd0 100644
--- a/tests/aws/services/s3/test_s3_notifications_sqs.validation.json
+++ b/tests/aws/services/s3/test_s3_notifications_sqs.validation.json
@@ -1,13 +1,19 @@
 {
-  "tests/aws/services/s3/test_s3_notifications_sqs.py::TestS3NotificationsToSQS::test_bucket_notification_with_invalid_filter_rules": {
-    "last_validated_date": "2025-01-21T23:22:02+00:00"
-  },
   "tests/aws/services/s3/test_s3_notifications_sqs.py::TestS3NotificationsToSQS::test_delete_objects": {
     "last_validated_date": "2025-01-21T23:21:22+00:00"
   },
   "tests/aws/services/s3/test_s3_notifications_sqs.py::TestS3NotificationsToSQS::test_filter_rules_case_insensitive": {
     "last_validated_date": "2025-01-21T23:22:01+00:00"
   },
+  "tests/aws/services/s3/test_s3_notifications_sqs.py::TestS3NotificationsToSQS::test_filter_rules_empty_value": {
+    "last_validated_date": "2025-09-02T21:50:10+00:00",
+    "durations_in_seconds": {
+      "setup": 0.98,
+      "call": 1.0,
+      "teardown": 0.81,
+      "total": 2.79
+    }
+  },
   "tests/aws/services/s3/test_s3_notifications_sqs.py::TestS3NotificationsToSQS::test_invalid_sqs_arn": {
     "last_validated_date": "2025-01-21T23:22:05+00:00"
   },

From 5ffe691e6a2c00db4203c4bee38689d6cec8f3d1 Mon Sep 17 00:00:00 2001
From: Silvio Vasiljevic <silvio.vasiljevic@gmail.com>
Date: Thu, 4 Sep 2025 17:13:24 +0200
Subject: [PATCH 177/697] Update banner image (#13096)

---
 README.md                         |    2 +-
 docs/localstack-readme-banner.svg | 1575 ++++-------------------------
 2 files changed, 188 insertions(+), 1389 deletions(-)

diff --git a/README.md b/README.md
index 63571b598fdf1..709164e59d057 100644
--- a/README.md
+++ b/README.md
@@ -3,7 +3,7 @@
 </p>
 
 <p align="center">
-  <img src="https://raw.githubusercontent.com/localstack/localstack/main/docs/localstack-readme-banner.svg" alt="LocalStack - A fully functional local cloud stack">
+  <img src="docs/localstack-readme-banner.svg" alt="LocalStack - The Leading Platform for Local Cloud Development">
 </p>
 
 <p align="center">
diff --git a/docs/localstack-readme-banner.svg b/docs/localstack-readme-banner.svg
index 1645ad03cf8ce..5ab747a53d05e 100644
--- a/docs/localstack-readme-banner.svg
+++ b/docs/localstack-readme-banner.svg
@@ -1,1389 +1,188 @@
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-
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-   xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#"
-   xmlns:svg="http://www.w3.org/2000/svg"
-   xmlns="http://www.w3.org/2000/svg"
-   xmlns:xlink="http://www.w3.org/1999/xlink"
-   xmlns:sodipodi="http://sodipodi.sourceforge.net/DTD/sodipodi-0.dtd"
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-   sodipodi:docname="localstack-readme-banner-paths.svg"
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-   version="1.1"
-   viewBox="0 0 206.42434 77.680802"
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-   width="206.42435mm">
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"/>
+</defs>
 </svg>

From 904381360bfe20affa2445c16b6c8d123385f9a0 Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Thu, 4 Sep 2025 21:05:01 +0100
Subject: [PATCH 178/697] CFNV2: fix community issues after attempted pro fixes
 (#13101)

---
 .github/workflows/aws-tests.yml                              | 1 +
 .../cloudformation/engine/v2/change_set_model_preproc.py     | 5 +++--
 .../localstack/services/cloudformation/resource_provider.py  | 2 +-
 3 files changed, 5 insertions(+), 3 deletions(-)

diff --git a/.github/workflows/aws-tests.yml b/.github/workflows/aws-tests.yml
index cd4ec7c2d71e4..3dfa1572a378b 100644
--- a/.github/workflows/aws-tests.yml
+++ b/.github/workflows/aws-tests.yml
@@ -273,6 +273,7 @@ jobs:
             events-v1:
                - 'tests/aws/services/events/**'
             cloudformation-v2:
+               - 'localstack-core/localstack/services/cloudformation/**'
                - 'tests/aws/services/cloudformation/**'
             sns-v2:
                - 'tests/aws/services/sns/**' # todo: potentially add more locations (lambda/sqs tests?)
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
index 342b7691b0388..02e0616c789c2 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
@@ -60,7 +60,7 @@
 from localstack.utils.strings import to_bytes
 from localstack.utils.urls import localstack_host
 
-_AWS_URL_SUFFIX = localstack_host().host_and_port()  # The value in AWS is "amazonaws.com"
+_AWS_URL_SUFFIX = localstack_host().host  # The value in AWS is "amazonaws.com"
 
 _PSEUDO_PARAMETERS: Final[set[str]] = {
     "AWS::Partition",
@@ -450,7 +450,8 @@ def _perform_static_replacements(value: str) -> str:
             prefix = api_match[1]
             host = api_match[2]
             path = api_match[3]
-            value = f"{prefix}{host}/{path}"
+            port = localstack_host().port
+            value = f"{prefix}{host}:{port}/{path}"
             return value
 
         return value
diff --git a/localstack-core/localstack/services/cloudformation/resource_provider.py b/localstack-core/localstack/services/cloudformation/resource_provider.py
index 898958c2bccd3..d1e6dfe13a244 100644
--- a/localstack-core/localstack/services/cloudformation/resource_provider.py
+++ b/localstack-core/localstack/services/cloudformation/resource_provider.py
@@ -563,7 +563,7 @@ def execute_action(
     @staticmethod
     def try_load_resource_provider(resource_type: str) -> ResourceProvider | None:
         # TODO: unify namespace of plugins
-        if resource_type.startswith("Custom"):
+        if resource_type and resource_type.startswith("Custom"):
             resource_type = "AWS::CloudFormation::CustomResource"
 
         # 1. try to load pro resource provider

From 9a01aca38fc5d07140d1cf46f76204b4df81d386 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 5 Sep 2025 09:30:52 +0200
Subject: [PATCH 179/697] Bump deepdiff from 8.6.0 to 8.6.1 (#13100)

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 requirements-dev.txt      | 2 +-
 requirements-test.txt     | 2 +-
 requirements-typehint.txt | 2 +-
 3 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/requirements-dev.txt b/requirements-dev.txt
index 90499606ac614..9160a8f1b7c09 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -113,7 +113,7 @@ cython==3.1.3
     # via localstack-core (pyproject.toml)
 decorator==5.2.1
     # via jsonpath-rw
-deepdiff==8.6.0
+deepdiff==8.6.1
     # via
     #   localstack-core
     #   localstack-snapshot
diff --git a/requirements-test.txt b/requirements-test.txt
index e496e0ee961f6..7950ac5458591 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -105,7 +105,7 @@ cryptography==45.0.7
     #   pyopenssl
 decorator==5.2.1
     # via jsonpath-rw
-deepdiff==8.6.0
+deepdiff==8.6.1
     # via
     #   localstack-core (pyproject.toml)
     #   localstack-snapshot
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index 9b9aae0205353..9fe5075c1e2d5 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -117,7 +117,7 @@ cython==3.1.3
     # via localstack-core
 decorator==5.2.1
     # via jsonpath-rw
-deepdiff==8.6.0
+deepdiff==8.6.1
     # via
     #   localstack-core
     #   localstack-snapshot

From 0a562cecbba29efb0cea32918f78a367372c8b78 Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Fri, 5 Sep 2025 10:24:35 +0200
Subject: [PATCH 180/697] [Testing] Update test durations (#13104)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
---
 .test_durations | 9947 ++++++++++++++++++++++++-----------------------
 1 file changed, 4984 insertions(+), 4963 deletions(-)

diff --git a/.test_durations b/.test_durations
index 69dd0cfa29982..e4797f3b37307 100644
--- a/.test_durations
+++ b/.test_durations
@@ -1,4965 +1,4986 @@
 {
-  "tests/aws/scenario/bookstore/test_bookstore.py::TestBookstoreApplication::test_lambda_dynamodb": 2.0239177449999772,
-  "tests/aws/scenario/bookstore/test_bookstore.py::TestBookstoreApplication::test_opensearch_crud": 3.659198425999989,
-  "tests/aws/scenario/bookstore/test_bookstore.py::TestBookstoreApplication::test_search_books": 60.94692829600001,
-  "tests/aws/scenario/bookstore/test_bookstore.py::TestBookstoreApplication::test_setup": 91.653420761,
-  "tests/aws/scenario/kinesis_firehose/test_kinesis_firehose.py::TestKinesisFirehoseScenario::test_kinesis_firehose_s3": 0.0031159590000129356,
-  "tests/aws/scenario/lambda_destination/test_lambda_destination_scenario.py::TestLambdaDestinationScenario::test_destination_sns": 5.602488187000006,
-  "tests/aws/scenario/lambda_destination/test_lambda_destination_scenario.py::TestLambdaDestinationScenario::test_infra": 13.294798114999992,
-  "tests/aws/scenario/loan_broker/test_loan_broker.py::TestLoanBrokerScenario::test_prefill_dynamodb_table": 30.240690047999976,
-  "tests/aws/scenario/loan_broker/test_loan_broker.py::TestLoanBrokerScenario::test_stepfunctions_input_recipient_list[step_function_input0-SUCCEEDED]": 4.215477817999954,
-  "tests/aws/scenario/loan_broker/test_loan_broker.py::TestLoanBrokerScenario::test_stepfunctions_input_recipient_list[step_function_input1-SUCCEEDED]": 3.064112327000032,
-  "tests/aws/scenario/loan_broker/test_loan_broker.py::TestLoanBrokerScenario::test_stepfunctions_input_recipient_list[step_function_input2-FAILED]": 0.9345309349999411,
-  "tests/aws/scenario/loan_broker/test_loan_broker.py::TestLoanBrokerScenario::test_stepfunctions_input_recipient_list[step_function_input3-FAILED]": 0.7278733189999684,
-  "tests/aws/scenario/loan_broker/test_loan_broker.py::TestLoanBrokerScenario::test_stepfunctions_input_recipient_list[step_function_input4-FAILED]": 0.59553332400003,
-  "tests/aws/scenario/mythical_mysfits/test_mythical_misfits.py::TestMythicalMisfitsScenario::test_deployed_infra_state": 0.003005426000015632,
-  "tests/aws/scenario/mythical_mysfits/test_mythical_misfits.py::TestMythicalMisfitsScenario::test_populate_data": 0.0016783320000399726,
-  "tests/aws/scenario/mythical_mysfits/test_mythical_misfits.py::TestMythicalMisfitsScenario::test_user_clicks_are_stored": 0.0016931079999835674,
-  "tests/aws/scenario/note_taking/test_note_taking.py::TestNoteTakingScenario::test_notes_rest_api": 4.7910218819999955,
-  "tests/aws/scenario/note_taking/test_note_taking.py::TestNoteTakingScenario::test_validate_infra_setup": 34.292497083,
-  "tests/aws/services/acm/test_acm.py::TestACM::test_boto_wait_for_certificate_validation": 1.1839842520000161,
-  "tests/aws/services/acm/test_acm.py::TestACM::test_certificate_for_subdomain_wildcard": 2.308348961999968,
-  "tests/aws/services/acm/test_acm.py::TestACM::test_create_certificate_for_multiple_alternative_domains": 11.20160342500003,
-  "tests/aws/services/acm/test_acm.py::TestACM::test_domain_validation": 0.2962064089999785,
-  "tests/aws/services/acm/test_acm.py::TestACM::test_import_certificate": 0.9706319819999862,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiAuthorizer::test_authorizer_crud_no_api": 0.0372771250000028,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiDocumentationPart::test_doc_parts_crud_no_api": 0.03756528899998557,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiDocumentationPart::test_documentation_part_lifecycle": 0.07965295000008155,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiDocumentationPart::test_import_documentation_parts": 0.13242669499999238,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiDocumentationPart::test_invalid_create_documentation_part_operations": 0.044561836999946536,
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+  "tests/integration/docker_utils/test_docker.py::TestDockerClient::test_start_non_existing_container[CmdDockerClient]": 0.0018251829997097957,
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+  "tests/integration/docker_utils/test_docker.py::TestDockerClient::test_stop_non_existing_container[CmdDockerClient]": 0.0019321439999657741,
+  "tests/integration/docker_utils/test_docker.py::TestDockerClient::test_stop_non_existing_container[SdkDockerClient]": 0.006305047000296327,
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+  "tests/integration/docker_utils/test_docker.py::TestDockerLogging::test_docker_logging_fluentbit[CmdDockerClient]": 0.0019358229997124,
+  "tests/integration/docker_utils/test_docker.py::TestDockerLogging::test_docker_logging_fluentbit[SdkDockerClient]": 3.6858822449999025,
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+  "tests/integration/docker_utils/test_docker.py::TestDockerNetworking::test_connect_container_to_network[SdkDockerClient]": 0.40952345800042167,
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+  "tests/integration/docker_utils/test_docker.py::TestDockerNetworking::test_connect_container_to_nonexistent_network[CmdDockerClient]": 0.0021626419998028723,
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+  "tests/integration/docker_utils/test_docker.py::TestDockerNetworking::test_disconnect_container_from_nonexistent_network[CmdDockerClient]": 0.0018404550000923336,
+  "tests/integration/docker_utils/test_docker.py::TestDockerNetworking::test_disconnect_container_from_nonexistent_network[SdkDockerClient]": 0.1817452089994731,
+  "tests/integration/docker_utils/test_docker.py::TestDockerNetworking::test_disconnect_nonexistent_container_from_network[CmdDockerClient]": 0.004560656000194285,
+  "tests/integration/docker_utils/test_docker.py::TestDockerNetworking::test_disconnect_nonexistent_container_from_network[SdkDockerClient]": 0.17011205600010726,
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+  "tests/integration/docker_utils/test_docker.py::TestDockerNetworking::test_docker_sdk_retries_after_init": 1.1239115560001665,
+  "tests/integration/docker_utils/test_docker.py::TestDockerNetworking::test_docker_sdk_retries_on_init": 1.0416192700004103,
+  "tests/integration/docker_utils/test_docker.py::TestDockerNetworking::test_docker_sdk_timeout_seconds": 0.01916970999991463,
+  "tests/integration/docker_utils/test_docker.py::TestDockerNetworking::test_get_container_ip_with_network[CmdDockerClient]": 0.0019204550003451004,
+  "tests/integration/docker_utils/test_docker.py::TestDockerNetworking::test_get_container_ip_with_network[SdkDockerClient]": 0.33816589299931366,
+  "tests/integration/docker_utils/test_docker.py::TestDockerNetworking::test_network_lifecycle[CmdDockerClient]": 0.00320677700028682,
+  "tests/integration/docker_utils/test_docker.py::TestDockerNetworking::test_network_lifecycle[SdkDockerClient]": 0.16566963499963094,
+  "tests/integration/docker_utils/test_docker.py::TestDockerNetworking::test_set_container_workdir[CmdDockerClient]": 0.0018556639997768798,
+  "tests/integration/docker_utils/test_docker.py::TestDockerNetworking::test_set_container_workdir[SdkDockerClient]": 0.20524270300029457,
+  "tests/integration/docker_utils/test_docker.py::TestDockerPermissions::test_container_with_cap_add[CmdDockerClient]": 0.003435243999774684,
+  "tests/integration/docker_utils/test_docker.py::TestDockerPermissions::test_container_with_cap_add[SdkDockerClient]": 0.40678809099927093,
+  "tests/integration/docker_utils/test_docker.py::TestDockerPermissions::test_container_with_cap_drop[CmdDockerClient]": 0.0018439599998600897,
+  "tests/integration/docker_utils/test_docker.py::TestDockerPermissions::test_container_with_cap_drop[SdkDockerClient]": 0.3580145249998168,
+  "tests/integration/docker_utils/test_docker.py::TestDockerPermissions::test_container_with_sec_opt[CmdDockerClient]": 0.00187799500008623,
+  "tests/integration/docker_utils/test_docker.py::TestDockerPermissions::test_container_with_sec_opt[SdkDockerClient]": 0.0298093880005581,
+  "tests/integration/docker_utils/test_docker.py::TestDockerPorts::test_container_port_can_be_bound[CmdDockerClient-None]": 0.0018619249999574095,
+  "tests/integration/docker_utils/test_docker.py::TestDockerPorts::test_container_port_can_be_bound[CmdDockerClient-tcp]": 0.002041702000042278,
+  "tests/integration/docker_utils/test_docker.py::TestDockerPorts::test_container_port_can_be_bound[CmdDockerClient-udp]": 0.004201195999939955,
+  "tests/integration/docker_utils/test_docker.py::TestDockerPorts::test_container_port_can_be_bound[SdkDockerClient-None]": 1.4504015960001198,
+  "tests/integration/docker_utils/test_docker.py::TestDockerPorts::test_container_port_can_be_bound[SdkDockerClient-tcp]": 1.4648564710000755,
+  "tests/integration/docker_utils/test_docker.py::TestDockerPorts::test_container_port_can_be_bound[SdkDockerClient-udp]": 1.4744425889998638,
+  "tests/integration/docker_utils/test_docker.py::TestDockerPorts::test_reserve_container_port[CmdDockerClient-None]": 0.0032527309999750287,
+  "tests/integration/docker_utils/test_docker.py::TestDockerPorts::test_reserve_container_port[CmdDockerClient-tcp]": 0.0018175089994656446,
+  "tests/integration/docker_utils/test_docker.py::TestDockerPorts::test_reserve_container_port[CmdDockerClient-udp]": 0.0019571439997889684,
+  "tests/integration/docker_utils/test_docker.py::TestDockerPorts::test_reserve_container_port[SdkDockerClient-None]": 2.5949652300000707,
+  "tests/integration/docker_utils/test_docker.py::TestDockerPorts::test_reserve_container_port[SdkDockerClient-tcp]": 2.5344584220001707,
+  "tests/integration/docker_utils/test_docker.py::TestDockerPorts::test_reserve_container_port[SdkDockerClient-udp]": 2.8175860130004367,
+  "tests/integration/docker_utils/test_docker.py::TestRunWithAdditionalArgs::test_run_with_additional_arguments[CmdDockerClient]": 0.0035283399997751985,
+  "tests/integration/docker_utils/test_docker.py::TestRunWithAdditionalArgs::test_run_with_additional_arguments[SdkDockerClient]": 0.37075025200010714,
+  "tests/integration/docker_utils/test_docker.py::TestRunWithAdditionalArgs::test_run_with_additional_arguments_add_dns[CmdDockerClient-False]": 0.0018449530002726533,
+  "tests/integration/docker_utils/test_docker.py::TestRunWithAdditionalArgs::test_run_with_additional_arguments_add_dns[CmdDockerClient-True]": 0.001859068000158004,
+  "tests/integration/docker_utils/test_docker.py::TestRunWithAdditionalArgs::test_run_with_additional_arguments_add_dns[SdkDockerClient-False]": 0.12216389299965158,
+  "tests/integration/docker_utils/test_docker.py::TestRunWithAdditionalArgs::test_run_with_additional_arguments_add_dns[SdkDockerClient-True]": 0.12426050799967925,
+  "tests/integration/docker_utils/test_docker.py::TestRunWithAdditionalArgs::test_run_with_additional_arguments_add_host[CmdDockerClient]": 0.0019610300000749703,
+  "tests/integration/docker_utils/test_docker.py::TestRunWithAdditionalArgs::test_run_with_additional_arguments_add_host[SdkDockerClient]": 0.1804531620000489,
+  "tests/integration/docker_utils/test_docker.py::TestRunWithAdditionalArgs::test_run_with_additional_arguments_env_files[CmdDockerClient]": 0.001879858000393142,
+  "tests/integration/docker_utils/test_docker.py::TestRunWithAdditionalArgs::test_run_with_additional_arguments_env_files[SdkDockerClient]": 0.6799926750004488,
+  "tests/integration/docker_utils/test_docker.py::TestRunWithAdditionalArgs::test_run_with_additional_arguments_random_port[CmdDockerClient]": 0.0018823929999598477,
+  "tests/integration/docker_utils/test_docker.py::TestRunWithAdditionalArgs::test_run_with_additional_arguments_random_port[SdkDockerClient]": 0.4030868269992425,
+  "tests/integration/docker_utils/test_docker.py::TestRunWithAdditionalArgs::test_run_with_ulimit[CmdDockerClient]": 0.006580743000085931,
+  "tests/integration/docker_utils/test_docker.py::TestRunWithAdditionalArgs::test_run_with_ulimit[SdkDockerClient]": 0.1785221269997237,
+  "tests/integration/services/test_internal.py::TestHealthResource::test_get": 0.01665641499994308,
+  "tests/integration/services/test_internal.py::TestHealthResource::test_head": 0.013989630999276415,
+  "tests/integration/services/test_internal.py::TestInfoEndpoint::test_get": 0.043870152000181406,
+  "tests/integration/services/test_internal.py::TestInitScriptsResource::test_query_individual_stage_completed[boot-True]": 0.025979217999974935,
+  "tests/integration/services/test_internal.py::TestInitScriptsResource::test_query_individual_stage_completed[ready-True]": 0.017750073000115663,
+  "tests/integration/services/test_internal.py::TestInitScriptsResource::test_query_individual_stage_completed[shutdown-False]": 0.0175051130004249,
+  "tests/integration/services/test_internal.py::TestInitScriptsResource::test_query_individual_stage_completed[start-True]": 0.01792768600034833,
+  "tests/integration/services/test_internal.py::TestInitScriptsResource::test_query_nonexisting_stage": 0.02098415800037401,
+  "tests/integration/services/test_internal.py::TestInitScriptsResource::test_stages_have_completed": 1.5136780140001065,
+  "tests/integration/test_config_endpoint.py::test_config_endpoint": 0.04038789700007328,
+  "tests/integration/test_config_service.py::TestConfigService::test_put_configuration_recorder": 0.1978645350000079,
+  "tests/integration/test_config_service.py::TestConfigService::test_put_delivery_channel": 0.1579211039997972,
+  "tests/integration/test_forwarder.py::test_forwarding_fallback_dispatcher": 0.00662201399973128,
+  "tests/integration/test_forwarder.py::test_forwarding_fallback_dispatcher_avoid_fallback": 0.004390065999359649,
+  "tests/integration/test_security.py::TestCSRF::test_CSRF": 0.09075563700025668,
+  "tests/integration/test_security.py::TestCSRF::test_additional_allowed_origins": 0.01682337100010045,
+  "tests/integration/test_security.py::TestCSRF::test_cors_apigw_not_applied": 0.04655876300057571,
+  "tests/integration/test_security.py::TestCSRF::test_cors_s3_override": 0.08051944799990451,
+  "tests/integration/test_security.py::TestCSRF::test_default_cors_headers": 0.012934133999806363,
+  "tests/integration/test_security.py::TestCSRF::test_disable_cors_checks": 0.01686208399996758,
+  "tests/integration/test_security.py::TestCSRF::test_disable_cors_headers": 0.01989701000002242,
+  "tests/integration/test_security.py::TestCSRF::test_internal_route_cors_headers[/_localstack/health]": 0.010912391000147181,
+  "tests/integration/test_security.py::TestCSRF::test_no_cors_without_origin_header": 0.014040980000117997,
+  "tests/integration/test_stores.py::test_nonstandard_regions": 0.13407453099989652,
+  "tests/integration/utils/test_diagnose.py::test_diagnose_resource": 0.27933176700025797
 }

From 01313d44fa2b50d8e454951055c8c4fe146d0620 Mon Sep 17 00:00:00 2001
From: Alex Rashed <2796604+alexrashed@users.noreply.github.com>
Date: Fri, 5 Sep 2025 16:17:12 +0200
Subject: [PATCH 181/697] fix start error code if container exists but is not
 running (#13097)

---
 localstack-core/localstack/utils/bootstrap.py | 14 ++++++--
 tests/cli/test_cli.py                         | 34 +++++++++++++++++++
 2 files changed, 45 insertions(+), 3 deletions(-)

diff --git a/localstack-core/localstack/utils/bootstrap.py b/localstack-core/localstack/utils/bootstrap.py
index f1929d9091f4c..8e8280069f0f4 100644
--- a/localstack-core/localstack/utils/bootstrap.py
+++ b/localstack-core/localstack/utils/bootstrap.py
@@ -1114,7 +1114,7 @@ def start(self) -> bool:
 
     def do_run(self):
         if self.is_container_running():
-            raise ContainerExists(
+            raise ContainerRunning(
                 f'LocalStack container named "{self.container.name}" is already running'
             )
 
@@ -1151,12 +1151,19 @@ class ContainerExists(Exception):
     pass
 
 
+class ContainerRunning(Exception):
+    pass
+
+
 def prepare_docker_start():
     # prepare environment for docker start
     container_name = config.MAIN_CONTAINER_NAME
 
     if DOCKER_CLIENT.is_container_running(container_name):
-        raise ContainerExists(f'LocalStack container named "{container_name}" is already running')
+        raise ContainerRunning(f'LocalStack container named "{container_name}" is already running')
+
+    if container_name in DOCKER_CLIENT.get_all_container_names():
+        raise ContainerExists(f'LocalStack container named "{container_name}" already exists')
 
     config.dirs.mkdirs()
 
@@ -1308,7 +1315,8 @@ def start_infra_in_docker_detached(console, cli_params: dict[str, Any] = None):
     console.log("preparing environment")
     try:
         prepare_docker_start()
-    except ContainerExists as e:
+    except ContainerRunning as e:
+        # starting in detached mode is idempotent, return if container is already running
         console.print(str(e))
         return
 
diff --git a/tests/cli/test_cli.py b/tests/cli/test_cli.py
index 0da28a9adbdd7..6177d381ec7ba 100644
--- a/tests/cli/test_cli.py
+++ b/tests/cli/test_cli.py
@@ -71,6 +71,14 @@ def backup_and_remove_image(monkeypatch, container_client: ContainerClient):
     container_client.tag_image(tagged_image_name, source_image_name)
 
 
+@pytest.fixture
+def create_container(container_client: ContainerClient):
+    """Creates (but does not start) a docker container with the name 'localstack-main'"""
+    container_client.create_container(image_name="localstack/localstack", name="localstack-main")
+    yield
+    container_client.remove_container("localstack-main", force=True)
+
+
 @pytest.mark.skipif(condition=in_docker(), reason="cannot run CLI tests in docker")
 class TestCliContainerLifecycle:
     def test_start_wait_stop(self, runner, container_client):
@@ -112,15 +120,41 @@ def test_pulling_image_message(self, runner, container_client: ContainerClient):
         # presence of another message which is present when pulling the image.
         assert "download complete" in result.output
 
+    def test_start_already_existing(self, runner, container_client, create_container):
+        # normal start
+        result = runner.invoke(cli, ["start"])
+        assert container_exists(container_client, config.MAIN_CONTAINER_NAME)
+        assert result.exit_code == 1
+        assert "Error" in result.output
+        assert "already exists" in result.output
+
+        # detached start
+        result = runner.invoke(cli, ["start", "-d"])
+        assert container_exists(container_client, config.MAIN_CONTAINER_NAME)
+        assert result.exit_code == 1
+        assert "Error" in result.output
+        assert "already exists" in result.output
+
     def test_start_already_running(self, runner, container_client):
         runner.invoke(cli, ["start", "-d"])
         runner.invoke(cli, ["wait", "-t", "180"])
+
+        # normal start
+        # - non-idempotent: non-zero exit code + error log if the container is already running
         result = runner.invoke(cli, ["start"])
         assert container_exists(container_client, config.MAIN_CONTAINER_NAME)
         assert result.exit_code == 1
         assert "Error" in result.output
         assert "is already running" in result.output
 
+        # detached start
+        # - idempotent - zero exit code + no error log if the container is already running
+        result = runner.invoke(cli, ["start", "-d"])
+        assert container_exists(container_client, config.MAIN_CONTAINER_NAME)
+        assert result.exit_code == 0
+        assert "Error" not in result.output
+        assert "is already running" in result.output
+
     def test_wait_timeout_raises_exception(self, runner, container_client):
         # assume a wait without start fails
         result = runner.invoke(cli, ["wait", "-t", "0.5"])

From e5b245ee210f8ff417347c83e3b03fcaaf778c4f Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Mon, 8 Sep 2025 09:26:41 +0200
Subject: [PATCH 182/697] Update ASF APIs (#13110)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
---
 .../aws/api/cloudformation/__init__.py        | 21 ++++--
 .../localstack/aws/api/ec2/__init__.py        | 65 +++++++++++++++++++
 .../localstack/aws/api/route53/__init__.py    |  3 +
 pyproject.toml                                |  6 +-
 requirements-base-runtime.txt                 |  4 +-
 requirements-dev.txt                          |  6 +-
 requirements-runtime.txt                      |  6 +-
 requirements-test.txt                         |  6 +-
 requirements-typehint.txt                     |  6 +-
 9 files changed, 102 insertions(+), 21 deletions(-)

diff --git a/localstack-core/localstack/aws/api/cloudformation/__init__.py b/localstack-core/localstack/aws/api/cloudformation/__init__.py
index 7306ed543e1c0..07defdde7f710 100644
--- a/localstack-core/localstack/aws/api/cloudformation/__init__.py
+++ b/localstack-core/localstack/aws/api/cloudformation/__init__.py
@@ -47,10 +47,12 @@
 GeneratedTemplateId = str
 GeneratedTemplateName = str
 HookInvocationCount = int
+HookInvocationId = str
 HookResultId = str
 HookStatusReason = str
 HookTargetTypeName = str
 HookType = str
+HookTypeArn = str
 HookTypeConfigurationVersionId = str
 HookTypeName = str
 HookTypeVersionId = str
@@ -1603,6 +1605,7 @@ class StackEvent(TypedDict, total=False):
     HookStatus: Optional[HookStatus]
     HookStatusReason: Optional[HookStatusReason]
     HookInvocationPoint: Optional[HookInvocationPoint]
+    HookInvocationId: Optional[HookInvocationId]
     HookFailureMode: Optional[HookFailureMode]
     DetailedStatus: Optional[DetailedStatus]
 
@@ -2118,6 +2121,7 @@ class GetTemplateSummaryOutput(TypedDict, total=False):
 
 
 class HookResultSummary(TypedDict, total=False):
+    HookResultId: Optional[HookInvocationId]
     InvocationPoint: Optional[HookInvocationPoint]
     FailureMode: Optional[HookFailureMode]
     TypeName: Optional[HookTypeName]
@@ -2125,6 +2129,11 @@ class HookResultSummary(TypedDict, total=False):
     TypeConfigurationVersionId: Optional[HookTypeConfigurationVersionId]
     Status: Optional[HookStatus]
     HookStatusReason: Optional[HookStatusReason]
+    InvokedAt: Optional[Timestamp]
+    TargetType: Optional[ListHookResultsTargetType]
+    TargetId: Optional[HookResultId]
+    TypeArn: Optional[HookTypeArn]
+    HookExecutionTarget: Optional[HookResultId]
 
 
 HookResultSummaries = List[HookResultSummary]
@@ -2195,8 +2204,10 @@ class ListGeneratedTemplatesOutput(TypedDict, total=False):
 
 
 class ListHookResultsInput(ServiceRequest):
-    TargetType: ListHookResultsTargetType
-    TargetId: HookResultId
+    TargetType: Optional[ListHookResultsTargetType]
+    TargetId: Optional[HookResultId]
+    TypeArn: Optional[HookTypeArn]
+    Status: Optional[HookStatus]
     NextToken: Optional[NextToken]
 
 
@@ -3456,8 +3467,10 @@ def list_generated_templates(
     def list_hook_results(
         self,
         context: RequestContext,
-        target_type: ListHookResultsTargetType,
-        target_id: HookResultId,
+        target_type: ListHookResultsTargetType | None = None,
+        target_id: HookResultId | None = None,
+        type_arn: HookTypeArn | None = None,
+        status: HookStatus | None = None,
         next_token: NextToken | None = None,
         **kwargs,
     ) -> ListHookResultsOutput:
diff --git a/localstack-core/localstack/aws/api/ec2/__init__.py b/localstack-core/localstack/aws/api/ec2/__init__.py
index 4f23e18fdde8f..6476f278b3cbf 100644
--- a/localstack-core/localstack/aws/api/ec2/__init__.py
+++ b/localstack-core/localstack/aws/api/ec2/__init__.py
@@ -243,6 +243,7 @@
 MaxResults = int
 MaxResultsParam = int
 MaximumBandwidthInMbps = int
+MaximumEbsAttachments = int
 MaximumEfaInterfaces = int
 MaximumEnaQueueCount = int
 MaximumEnaQueueCountPerInterface = int
@@ -552,6 +553,11 @@ class AssociationStatusCode(StrEnum):
     disassociated = "disassociated"
 
 
+class AttachmentLimitType(StrEnum):
+    shared = "shared"
+    dedicated = "dedicated"
+
+
 class AttachmentStatus(StrEnum):
     attaching = "attaching"
     attached = "attached"
@@ -2376,6 +2382,63 @@ class InstanceType(StrEnum):
     c8gn_metal_48xl = "c8gn.metal-48xl"
     f2_6xlarge = "f2.6xlarge"
     p6e_gb200_36xlarge = "p6e-gb200.36xlarge"
+    g6f_large = "g6f.large"
+    g6f_xlarge = "g6f.xlarge"
+    g6f_2xlarge = "g6f.2xlarge"
+    g6f_4xlarge = "g6f.4xlarge"
+    gr6f_4xlarge = "gr6f.4xlarge"
+    p5_4xlarge = "p5.4xlarge"
+    r8i_large = "r8i.large"
+    r8i_xlarge = "r8i.xlarge"
+    r8i_2xlarge = "r8i.2xlarge"
+    r8i_4xlarge = "r8i.4xlarge"
+    r8i_8xlarge = "r8i.8xlarge"
+    r8i_12xlarge = "r8i.12xlarge"
+    r8i_16xlarge = "r8i.16xlarge"
+    r8i_24xlarge = "r8i.24xlarge"
+    r8i_32xlarge = "r8i.32xlarge"
+    r8i_48xlarge = "r8i.48xlarge"
+    r8i_96xlarge = "r8i.96xlarge"
+    r8i_metal_48xl = "r8i.metal-48xl"
+    r8i_metal_96xl = "r8i.metal-96xl"
+    r8i_flex_large = "r8i-flex.large"
+    r8i_flex_xlarge = "r8i-flex.xlarge"
+    r8i_flex_2xlarge = "r8i-flex.2xlarge"
+    r8i_flex_4xlarge = "r8i-flex.4xlarge"
+    r8i_flex_8xlarge = "r8i-flex.8xlarge"
+    r8i_flex_12xlarge = "r8i-flex.12xlarge"
+    r8i_flex_16xlarge = "r8i-flex.16xlarge"
+    m8i_large = "m8i.large"
+    m8i_xlarge = "m8i.xlarge"
+    m8i_2xlarge = "m8i.2xlarge"
+    m8i_4xlarge = "m8i.4xlarge"
+    m8i_8xlarge = "m8i.8xlarge"
+    m8i_12xlarge = "m8i.12xlarge"
+    m8i_16xlarge = "m8i.16xlarge"
+    m8i_24xlarge = "m8i.24xlarge"
+    m8i_32xlarge = "m8i.32xlarge"
+    m8i_48xlarge = "m8i.48xlarge"
+    m8i_96xlarge = "m8i.96xlarge"
+    m8i_metal_48xl = "m8i.metal-48xl"
+    m8i_metal_96xl = "m8i.metal-96xl"
+    m8i_flex_large = "m8i-flex.large"
+    m8i_flex_xlarge = "m8i-flex.xlarge"
+    m8i_flex_2xlarge = "m8i-flex.2xlarge"
+    m8i_flex_4xlarge = "m8i-flex.4xlarge"
+    m8i_flex_8xlarge = "m8i-flex.8xlarge"
+    m8i_flex_12xlarge = "m8i-flex.12xlarge"
+    m8i_flex_16xlarge = "m8i-flex.16xlarge"
+    i8ge_large = "i8ge.large"
+    i8ge_xlarge = "i8ge.xlarge"
+    i8ge_2xlarge = "i8ge.2xlarge"
+    i8ge_3xlarge = "i8ge.3xlarge"
+    i8ge_6xlarge = "i8ge.6xlarge"
+    i8ge_12xlarge = "i8ge.12xlarge"
+    i8ge_18xlarge = "i8ge.18xlarge"
+    i8ge_24xlarge = "i8ge.24xlarge"
+    i8ge_48xlarge = "i8ge.48xlarge"
+    i8ge_metal_24xl = "i8ge.metal-24xl"
+    i8ge_metal_48xl = "i8ge.metal-48xl"
 
 
 class InstanceTypeHypervisor(StrEnum):
@@ -13354,6 +13417,8 @@ class EbsInfo(TypedDict, total=False):
     EncryptionSupport: Optional[EbsEncryptionSupport]
     EbsOptimizedInfo: Optional[EbsOptimizedInfo]
     NvmeSupport: Optional[EbsNvmeSupport]
+    MaximumEbsAttachments: Optional[MaximumEbsAttachments]
+    AttachmentLimitType: Optional[AttachmentLimitType]
 
 
 DiskSize = int
diff --git a/localstack-core/localstack/aws/api/route53/__init__.py b/localstack-core/localstack/aws/api/route53/__init__.py
index cc139c41afd03..2c1f6ee9d5ad5 100644
--- a/localstack-core/localstack/aws/api/route53/__init__.py
+++ b/localstack-core/localstack/aws/api/route53/__init__.py
@@ -166,6 +166,7 @@ class CloudWatchRegion(StrEnum):
     ap_southeast_7 = "ap-southeast-7"
     ap_east_2 = "ap-east-2"
     eu_isoe_west_1 = "eu-isoe-west-1"
+    ap_southeast_6 = "ap-southeast-6"
 
 
 class ComparisonOperator(StrEnum):
@@ -282,6 +283,7 @@ class ResourceRecordSetRegion(StrEnum):
     us_gov_east_1 = "us-gov-east-1"
     us_gov_west_1 = "us-gov-west-1"
     ap_east_2 = "ap-east-2"
+    ap_southeast_6 = "ap-southeast-6"
 
 
 class ReusableDelegationSetLimitType(StrEnum):
@@ -345,6 +347,7 @@ class VPCRegion(StrEnum):
     ap_southeast_7 = "ap-southeast-7"
     ap_east_2 = "ap-east-2"
     eu_isoe_west_1 = "eu-isoe-west-1"
+    ap_southeast_6 = "ap-southeast-6"
 
 
 class CidrBlockInUseException(ServiceException):
diff --git a/pyproject.toml b/pyproject.toml
index 6d86c8e6f47a1..0dcee7cbd2b52 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -53,9 +53,9 @@ Issues = "https://github.com/localstack/localstack/issues"
 # minimal required to actually run localstack on the host for services natively implemented in python
 base-runtime = [
     # pinned / updated by ASF update action
-    "boto3==1.40.21",
+    "boto3==1.40.25",
     # pinned / updated by ASF update action
-    "botocore==1.40.21",
+    "botocore==1.40.25",
     "awscrt>=0.13.14,!=0.27.1",
     "cbor2>=5.5.0",
     "dnspython>=1.16.0",
@@ -78,7 +78,7 @@ base-runtime = [
 runtime = [
     "localstack-core[base-runtime]",
     # pinned / updated by ASF update action
-    "awscli==1.42.21",
+    "awscli==1.42.25",
     "airspeed-ext>=0.6.3",
     # version that has a built wheel
     "kclpy-ext>=3.0.0",
diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index e831e2358c9d3..30b4817a902f5 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -11,9 +11,9 @@ attrs==25.3.0
     #   referencing
 awscrt==0.27.6
     # via localstack-core (pyproject.toml)
-boto3==1.40.21
+boto3==1.40.25
     # via localstack-core (pyproject.toml)
-botocore==1.40.21
+botocore==1.40.25
     # via
     #   boto3
     #   localstack-core (pyproject.toml)
diff --git a/requirements-dev.txt b/requirements-dev.txt
index 9160a8f1b7c09..d07bcf9700164 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -39,17 +39,17 @@ aws-sam-translator==1.100.0
     #   localstack-core
 aws-xray-sdk==2.14.0
     # via moto-ext
-awscli==1.42.21
+awscli==1.42.25
     # via localstack-core
 awscrt==0.27.6
     # via localstack-core
-boto3==1.40.21
+boto3==1.40.25
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.40.21
+botocore==1.40.25
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index c16ad8da8c832..36121811c0325 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -27,17 +27,17 @@ aws-sam-translator==1.100.0
     #   localstack-core (pyproject.toml)
 aws-xray-sdk==2.14.0
     # via moto-ext
-awscli==1.42.21
+awscli==1.42.25
     # via localstack-core (pyproject.toml)
 awscrt==0.27.6
     # via localstack-core
-boto3==1.40.21
+boto3==1.40.25
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.40.21
+botocore==1.40.25
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-test.txt b/requirements-test.txt
index 7950ac5458591..785933d2f0669 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -39,17 +39,17 @@ aws-sam-translator==1.100.0
     #   localstack-core
 aws-xray-sdk==2.14.0
     # via moto-ext
-awscli==1.42.21
+awscli==1.42.25
     # via localstack-core
 awscrt==0.27.6
     # via localstack-core
-boto3==1.40.21
+boto3==1.40.25
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.40.21
+botocore==1.40.25
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index 9fe5075c1e2d5..a246da328fafd 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -39,11 +39,11 @@ aws-sam-translator==1.100.0
     #   localstack-core
 aws-xray-sdk==2.14.0
     # via moto-ext
-awscli==1.42.21
+awscli==1.42.25
     # via localstack-core
 awscrt==0.27.6
     # via localstack-core
-boto3==1.40.21
+boto3==1.40.25
     # via
     #   aws-sam-translator
     #   kclpy-ext
@@ -51,7 +51,7 @@ boto3==1.40.21
     #   moto-ext
 boto3-stubs==1.40.21
     # via localstack-core (pyproject.toml)
-botocore==1.40.21
+botocore==1.40.25
     # via
     #   aws-xray-sdk
     #   awscli

From 059e0ddaac2f1bd910d172dee2ef082b8ede6655 Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Mon, 8 Sep 2025 10:29:59 +0200
Subject: [PATCH 183/697] fix CI step for publishing alternative providers
 results (#13082)

---
 .github/workflows/aws-tests.yml | 22 ++++++++++++++++++++--
 1 file changed, 20 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/aws-tests.yml b/.github/workflows/aws-tests.yml
index 3dfa1572a378b..badcb8ec6c17b 100644
--- a/.github/workflows/aws-tests.yml
+++ b/.github/workflows/aws-tests.yml
@@ -267,10 +267,12 @@ jobs:
                - 'localstack-core/localstack/services/cloudwatch/**'
                - 'tests/aws/services/cloudwatch/**'
             dynamodb-v2:
+               - 'localstack-core/localstack/services/dynamodb/**'
                - 'tests/aws/services/dynamodb/**'
                - 'tests/aws/services/dynamodbstreams/**'
                - 'tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_dynamodbstreams.py'
             events-v1:
+               - 'localstack-core/localstack/services/events/**'
                - 'tests/aws/services/events/**'
             cloudformation-v2:
                - 'localstack-core/localstack/services/cloudformation/**'
@@ -666,6 +668,9 @@ jobs:
       # Set job-specific environment variables for pytest-tinybird
       CI_JOB_NAME: ${{ github.job }}
       CI_JOB_ID: ${{ github.job }}
+    outputs:
+      # we need this output to conditionally execute the Publishing step
+      job_status: "executed"
     steps:
       - name: Checkout
         uses: actions/checkout@v5
@@ -716,6 +721,9 @@ jobs:
       # Set job-specific environment variables for pytest-tinybird
       CI_JOB_NAME: ${{ github.job }}
       CI_JOB_ID: ${{ github.job }}
+    outputs:
+      # we need this output to conditionally execute the Publishing step
+      job_status: "executed"
     steps:
       - name: Checkout
         uses: actions/checkout@v5
@@ -765,6 +773,9 @@ jobs:
       # Set job-specific environment variables for pytest-tinybird
       CI_JOB_NAME: ${{ github.job }}
       CI_JOB_ID: ${{ github.job }}
+    outputs:
+      # we need this output to conditionally execute the Publishing step
+      job_status: "executed"
     steps:
       - name: Checkout
         uses: actions/checkout@v5
@@ -816,6 +827,9 @@ jobs:
       # Set job-specific environment variables for pytest-tinybird
       CI_JOB_NAME: ${{ github.job }}
       CI_JOB_ID: ${{ github.job }}
+    outputs:
+      # we need this output to conditionally execute the Publishing step
+      job_status: "executed"
     steps:
       - name: Checkout
         uses: actions/checkout@v5
@@ -850,6 +864,7 @@ jobs:
             ${{ env.COVERAGE_FILE }}
             ${{ env.JUNIT_REPORTS_FILE }}
           retention-days: 30
+
   test-sns-v2:
     name: Test SNS V2
     if: ${{ !inputs.onlyAcceptanceTests && (github.ref == 'refs/heads/main' || startsWith(github.ref, 'refs/tags/v') || needs.test-preflight.outputs.sns-v2 == 'true') }}
@@ -862,6 +877,9 @@ jobs:
       # Set job-specific environment variables for pytest-tinybird
       CI_JOB_NAME: ${{ github.job }}
       CI_JOB_ID: ${{ github.job }}
+    outputs:
+      # we need this output to conditionally execute the Publishing step
+      job_status: "executed"
     steps:
       - name: Checkout
         uses: actions/checkout@v5
@@ -902,6 +920,8 @@ jobs:
 
   publish-alternative-provider-test-results:
     name: Publish Alternative Provider Test Results
+    # execute on success or failure, but not if the workflow is cancelled or all of the dependencies has been skipped
+    if: ${{ !cancelled() && (contains(needs.*.outputs.job_status, 'executed')) }}
     needs:
       - test-cfn-v2-engine
       - test-events-v1
@@ -914,8 +934,6 @@ jobs:
       pull-requests: write
       contents: read
       issues: read
-    # execute on success or failure, but not if the workflow is cancelled or any of the dependencies has been skipped
-    if: always() && !cancelled() && !contains(needs.*.result, 'skipped')
     steps:
       - name: Download Cloudformation v2 Artifacts
         uses: actions/download-artifact@v5

From f31c0108d71c81fe9b8ef9e20c2621447ab02639 Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Mon, 8 Sep 2025 19:26:57 +0100
Subject: [PATCH 184/697] CFNV2: Switch provider defaults to new engine
 (#13098)

---
 .github/workflows/aws-tests.yml               | 28 +++++++++----------
 .../services/cloudformation/v2/utils.py       |  6 ++--
 .../localstack/services/providers.py          |  4 +--
 tests/aws/services/cloudformation/conftest.py | 25 -----------------
 4 files changed, 19 insertions(+), 44 deletions(-)

diff --git a/.github/workflows/aws-tests.yml b/.github/workflows/aws-tests.yml
index badcb8ec6c17b..e94323b79fd95 100644
--- a/.github/workflows/aws-tests.yml
+++ b/.github/workflows/aws-tests.yml
@@ -210,7 +210,7 @@ jobs:
       cloudwatch-v1: ${{ steps.changes.outputs.cloudwatch-v1 }}
       dynamodb-v2: ${{ steps.changes.outputs.dynamodb-v2 }}
       events-v1: ${{ steps.changes.outputs.events-v1 }}
-      cloudformation-v2: ${{ steps.changes.outputs.cloudformation-v2 }}
+      cloudformation-legacy: ${{ steps.changes.outputs.cloudformation-legacy }}
       sns-v2: ${{ steps.changes.outputs.sns-v2 }}
     steps:
       - name: Checkout
@@ -274,7 +274,7 @@ jobs:
             events-v1:
                - 'localstack-core/localstack/services/events/**'
                - 'tests/aws/services/events/**'
-            cloudformation-v2:
+            cloudformation-legacy:
                - 'localstack-core/localstack/services/cloudformation/**'
                - 'tests/aws/services/cloudformation/**'
             sns-v2:
@@ -813,17 +813,17 @@ jobs:
             .coverage.events_v1
           retention-days: 30
 
-  test-cfn-v2-engine:
-    name: Test CloudFormation Engine v2
-    if: ${{ !inputs.onlyAcceptanceTests && ( github.ref == 'refs/heads/main' || startsWith(github.ref, 'refs/tags/v') || inputs.disableTestSelection || needs.test-preflight.outputs.cloudformation-v2 == 'true' )}}
+  test-cfn-legacy-engine:
+    name: Test CloudFormation Engine legacy
+    if: ${{ !inputs.onlyAcceptanceTests && ( github.ref == 'refs/heads/main' || startsWith(github.ref, 'refs/tags/v') || inputs.disableTestSelection || needs.test-preflight.outputs.cloudformation-legacy == 'true' )}}
     runs-on: ubuntu-latest
     needs:
       - test-preflight
       - build
     timeout-minutes: 60
     env:
-      COVERAGE_FILE: ".coverage.cloudformation_v2"
-      JUNIT_REPORTS_FILE: "pytest-junit-cloudformation-v2.xml"
+      COVERAGE_FILE: ".coverage.cloudformation_legacy"
+      JUNIT_REPORTS_FILE: "pytest-junit-cloudformation-legacy.xml"
       # Set job-specific environment variables for pytest-tinybird
       CI_JOB_NAME: ${{ github.job }}
       CI_JOB_ID: ${{ github.job }}
@@ -844,21 +844,21 @@ jobs:
           name: test-selection
           path: dist/testselection/
 
-      - name: Run CloudFormation Engine v2 Tests
+      - name: Run CloudFormation Engine legacy Tests
         timeout-minutes: 60
         env:
           # add the GitHub API token to avoid rate limit issues
           GITHUB_API_TOKEN: ${{ secrets.GITHUB_TOKEN }}
           TEST_PATH: "tests/aws/services/cloudformation"
-          PYTEST_ARGS: "${{ env.TINYBIRD_PYTEST_ARGS }}${{ env.TESTSELECTION_PYTEST_ARGS }} --reruns 3 -o junit_suite_name='cloudformation_v2'"
-          PROVIDER_OVERRIDE_CLOUDFORMATION: "engine-v2"
+          PYTEST_ARGS: "${{ env.TINYBIRD_PYTEST_ARGS }}${{ env.TESTSELECTION_PYTEST_ARGS }} --reruns 3 -o junit_suite_name='cloudformation_legacy'"
+          PROVIDER_OVERRIDE_CLOUDFORMATION: "engine-legacy"
         run: make test-coverage
 
       - name: Archive Test Results
         uses: actions/upload-artifact@v4
         if: success() || failure()
         with:
-          name: test-results-cloudformation-v2
+          name: test-results-cloudformation-legacy
           include-hidden-files: true
           path: |
             ${{ env.COVERAGE_FILE }}
@@ -923,7 +923,7 @@ jobs:
     # execute on success or failure, but not if the workflow is cancelled or all of the dependencies has been skipped
     if: ${{ !cancelled() && (contains(needs.*.outputs.job_status, 'executed')) }}
     needs:
-      - test-cfn-v2-engine
+      - test-cfn-legacy-engine
       - test-events-v1
       - test-ddb-v2
       - test-cloudwatch-v1
@@ -935,10 +935,10 @@ jobs:
       contents: read
       issues: read
     steps:
-      - name: Download Cloudformation v2 Artifacts
+      - name: Download Cloudformation legacy Artifacts
         uses: actions/download-artifact@v5
         with:
-          pattern: test-results-cloudformation-v2
+          pattern: test-results-cloudformation-legacy
 
       - name: Download EventBridge v1 Artifacts
         uses: actions/download-artifact@v5
diff --git a/localstack-core/localstack/services/cloudformation/v2/utils.py b/localstack-core/localstack/services/cloudformation/v2/utils.py
index ba2af4fd97eea..c062ada712bbc 100644
--- a/localstack-core/localstack/services/cloudformation/v2/utils.py
+++ b/localstack-core/localstack/services/cloudformation/v2/utils.py
@@ -2,7 +2,7 @@
 
 
 def is_v2_engine() -> bool:
-    return config.SERVICE_PROVIDER_CONFIG.get_provider("cloudformation") in {
-        "engine-v2",
-        "engine-v2_pro",
+    return config.SERVICE_PROVIDER_CONFIG.get_provider("cloudformation") not in {
+        "engine-legacy",
+        "engine-legacy_pro",
     }
diff --git a/localstack-core/localstack/services/providers.py b/localstack-core/localstack/services/providers.py
index e4c57f8606e66..0e18b8ddbb281 100644
--- a/localstack-core/localstack/services/providers.py
+++ b/localstack-core/localstack/services/providers.py
@@ -41,7 +41,7 @@ def apigateway_legacy():
     return Service.for_provider(provider, dispatch_table_factory=MotoFallbackDispatcher)
 
 
-@aws_provider()
+@aws_provider(api="cloudformation", name="engine-legacy")
 def cloudformation():
     from localstack.services.cloudformation.provider import CloudformationProvider
 
@@ -49,7 +49,7 @@ def cloudformation():
     return Service.for_provider(provider)
 
 
-@aws_provider(api="cloudformation", name="engine-v2")
+@aws_provider(api="cloudformation")
 def cloudformation_v2():
     from localstack.services.cloudformation.v2.provider import CloudformationProviderV2
 
diff --git a/tests/aws/services/cloudformation/conftest.py b/tests/aws/services/cloudformation/conftest.py
index c37394861224a..60d2613fe570a 100644
--- a/tests/aws/services/cloudformation/conftest.py
+++ b/tests/aws/services/cloudformation/conftest.py
@@ -1,5 +1,4 @@
 import re
-from collections import Counter
 from collections.abc import Iterable
 from typing import TypeVar
 
@@ -23,27 +22,3 @@ def skip_if_v1_provider(reason: str):
 
 def skipped_v2_items(*items: Iterable[_T]) -> list[_T]:
     return optional_list(is_v2_engine(), items)
-
-
-def pytest_report_collectionfinish(config, start_path, startdir, items):
-    if not is_v2_engine():
-        return
-
-    v1_items, v2_skip_types = [], []
-    for item in items:
-        if skip := item.get_closest_marker("skipif"):
-            if reason := skip.kwargs.get("reason"):
-                if "CFNV2" in reason:
-                    if match := SKIP_TYPE_RE.match(reason):
-                        v2_skip_types.append(match.group("reason"))
-                    else:
-                        v2_skip_types.append("Other")
-                elif "CFNV1" in reason:
-                    v1_items.append(item.nodeid)
-    header = f"CFNV2: skipped {len(v1_items)} v1 skips and {len(v2_skip_types)} v2 skips"
-    types_count_parts = []
-    for skip_type, count in sorted(
-        Counter(v2_skip_types).items(), key=lambda e: e[1], reverse=True
-    ):
-        types_count_parts.append("- " + ": ".join([f"CFNV2({skip_type})", str(count)]))
-    return [header] + types_count_parts

From 1e8048f30f031b41e80df7c6f4a59ecdeacc0dd7 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 9 Sep 2025 08:12:35 +0200
Subject: [PATCH 185/697] Bump the github-actions group with 4 updates (#13114)

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 .github/workflows/asf-updates.yml                        | 2 +-
 .github/workflows/aws-main.yml                           | 4 ++--
 .github/workflows/aws-tests-s3-image.yml                 | 4 ++--
 .github/workflows/marker-report.yml                      | 2 +-
 .github/workflows/pr-welcome-first-time-contributors.yml | 2 +-
 .github/workflows/rebase-release-prs.yml                 | 2 +-
 .github/workflows/rebase-release-targeting-prs.yml       | 2 +-
 .github/workflows/tests-bin.yml                          | 2 +-
 .github/workflows/tests-cli.yml                          | 2 +-
 .github/workflows/tests-podman.yml                       | 2 +-
 .github/workflows/tests-pro-integration.yml              | 6 +++---
 11 files changed, 15 insertions(+), 15 deletions(-)

diff --git a/.github/workflows/asf-updates.yml b/.github/workflows/asf-updates.yml
index 4478be37ece41..2e69486228ddb 100644
--- a/.github/workflows/asf-updates.yml
+++ b/.github/workflows/asf-updates.yml
@@ -21,7 +21,7 @@ jobs:
 
       - name: Set up Python 3.11
         id: setup-python
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
           python-version: '3.11'
 
diff --git a/.github/workflows/aws-main.yml b/.github/workflows/aws-main.yml
index 606179ab58b48..38fa32bf8c0e1 100644
--- a/.github/workflows/aws-main.yml
+++ b/.github/workflows/aws-main.yml
@@ -103,7 +103,7 @@ jobs:
           uses: actions/checkout@v5
 
         - name: Set up Python
-          uses: actions/setup-python@v5
+          uses: actions/setup-python@v6
           with:
             python-version-file: '.python-version'
             cache: 'pip'
@@ -210,7 +210,7 @@ jobs:
           platform: ${{ env.PLATFORM_NAME_AMD64 }}
 
       - name: Configure AWS credentials
-        uses: aws-actions/configure-aws-credentials@v4
+        uses: aws-actions/configure-aws-credentials@v5
         with:
           aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }}
           aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
diff --git a/.github/workflows/aws-tests-s3-image.yml b/.github/workflows/aws-tests-s3-image.yml
index 0e597250f4fd9..4831c2828b809 100644
--- a/.github/workflows/aws-tests-s3-image.yml
+++ b/.github/workflows/aws-tests-s3-image.yml
@@ -114,7 +114,7 @@ jobs:
           password: ${{ secrets.DOCKERHUB_PASSWORD }}
 
       - name: Set up Python
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
           python-version: '3.11'
 
@@ -209,7 +209,7 @@ jobs:
         uses: actions/checkout@v5
 
       - name: Set up Python
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
           python-version: '3.11'
 
diff --git a/.github/workflows/marker-report.yml b/.github/workflows/marker-report.yml
index a22df3d64b6be..3b5bc73173cd1 100644
--- a/.github/workflows/marker-report.yml
+++ b/.github/workflows/marker-report.yml
@@ -44,7 +44,7 @@ jobs:
 
       - name: Set up Python
         id: setup-python
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
           python-version: "3.11"
 
diff --git a/.github/workflows/pr-welcome-first-time-contributors.yml b/.github/workflows/pr-welcome-first-time-contributors.yml
index 4a611c236a198..ea606a412bcef 100644
--- a/.github/workflows/pr-welcome-first-time-contributors.yml
+++ b/.github/workflows/pr-welcome-first-time-contributors.yml
@@ -12,7 +12,7 @@ jobs:
   welcome:
     runs-on: ubuntu-latest
     steps:
-    - uses: actions/github-script@v7
+    - uses: actions/github-script@v8
       with:
         github-token: ${{ secrets.PRO_ACCESS_TOKEN }}
         script: |
diff --git a/.github/workflows/rebase-release-prs.yml b/.github/workflows/rebase-release-prs.yml
index 11f3b656c224c..1675a68567833 100644
--- a/.github/workflows/rebase-release-prs.yml
+++ b/.github/workflows/rebase-release-prs.yml
@@ -10,7 +10,7 @@ jobs:
     steps:
     - name: find release branches
       id: find-release-branches
-      uses: actions/github-script@v7
+      uses: actions/github-script@v8
       with:
         script: |
           // find all refs in the repo starting with "release/"
diff --git a/.github/workflows/rebase-release-targeting-prs.yml b/.github/workflows/rebase-release-targeting-prs.yml
index d92480c9a5ef6..b52262837293f 100644
--- a/.github/workflows/rebase-release-targeting-prs.yml
+++ b/.github/workflows/rebase-release-targeting-prs.yml
@@ -9,7 +9,7 @@ jobs:
     steps:
       - name: Determine base ref
         id: determine-base-ref
-        uses: actions/github-script@v7
+        uses: actions/github-script@v8
         with:
           result-encoding: string
           script: |
diff --git a/.github/workflows/tests-bin.yml b/.github/workflows/tests-bin.yml
index 4faa21eb9dc05..863e15989f24d 100644
--- a/.github/workflows/tests-bin.yml
+++ b/.github/workflows/tests-bin.yml
@@ -29,7 +29,7 @@ jobs:
           sudo ./install.sh /usr/local
 
       - name: Set up Python
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
           python-version: '3.11'
 
diff --git a/.github/workflows/tests-cli.yml b/.github/workflows/tests-cli.yml
index 81a14a0f18cab..e072500284d94 100644
--- a/.github/workflows/tests-cli.yml
+++ b/.github/workflows/tests-cli.yml
@@ -87,7 +87,7 @@ jobs:
         uses: actions/checkout@v5
       - name: Set up Python
         id: setup-python
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
           python-version: ${{ matrix.python-version }}
       - name: Install CLI test dependencies
diff --git a/.github/workflows/tests-podman.yml b/.github/workflows/tests-podman.yml
index fc9da7d48dd72..f16529a79a780 100644
--- a/.github/workflows/tests-podman.yml
+++ b/.github/workflows/tests-podman.yml
@@ -40,7 +40,7 @@ jobs:
         uses: actions/checkout@v5
 
       - name: Set up Python
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
           python-version: "3.11"
 
diff --git a/.github/workflows/tests-pro-integration.yml b/.github/workflows/tests-pro-integration.yml
index e89b7db141368..af1758a652b24 100644
--- a/.github/workflows/tests-pro-integration.yml
+++ b/.github/workflows/tests-pro-integration.yml
@@ -142,7 +142,7 @@ jobs:
 
       - name: "Determine Companion Ref"
         id: determine-companion-ref
-        uses: actions/github-script@v7
+        uses: actions/github-script@v8
         with:
           github-token: ${{ secrets.PRO_ACCESS_TOKEN }}
           result-encoding: string
@@ -207,12 +207,12 @@ jobs:
 
       - name: Set up Python 3.11
         id: setup-python
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
           python-version: '3.11'
 
       - name: Set up Node 22.x
-        uses: actions/setup-node@v4
+        uses: actions/setup-node@v5
         with:
           node-version: 22.x
 

From 3c23c990f255e076fee9678a2a3a1d509521a428 Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Tue, 9 Sep 2025 08:43:21 +0200
Subject: [PATCH 186/697] Upgrade pinned Python dependencies (#13115)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
---
 .pre-commit-config.yaml       |  2 +-
 requirements-base-runtime.txt | 10 +++----
 requirements-basic.txt        |  4 +--
 requirements-dev.txt          | 30 +++++++++----------
 requirements-runtime.txt      | 14 ++++-----
 requirements-test.txt         | 26 ++++++++--------
 requirements-typehint.txt     | 56 +++++++++++++++++------------------
 7 files changed, 71 insertions(+), 71 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 1a773502075ea..ff7d8e5d7ddac 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -3,7 +3,7 @@
 repos:
   - repo: https://github.com/astral-sh/ruff-pre-commit
     # Ruff version.
-    rev: v0.12.11
+    rev: v0.12.12
     hooks:
       - id: ruff
         args: [--fix, --exit-non-zero-on-fix]
diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index 30b4817a902f5..900fb78096d97 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -26,7 +26,7 @@ cbor2==5.7.0
     # via localstack-core (pyproject.toml)
 certifi==2025.8.3
     # via requests
-cffi==1.17.1
+cffi==2.0.0
     # via cryptography
 charset-normalizer==3.4.3
     # via requests
@@ -42,7 +42,7 @@ dill==0.3.6
     # via localstack-core (pyproject.toml)
 dnslib==0.9.26
     # via localstack-core (pyproject.toml)
-dnspython==2.7.0
+dnspython==2.8.0
     # via localstack-core (pyproject.toml)
 docker==7.1.0
     # via localstack-core (pyproject.toml)
@@ -88,7 +88,7 @@ jsonschema-path==0.3.4
     # via
     #   openapi-core
     #   openapi-spec-validator
-jsonschema-specifications==2025.4.1
+jsonschema-specifications==2025.9.1
     # via
     #   jsonschema
     #   openapi-schema-validator
@@ -102,7 +102,7 @@ markupsafe==3.0.2
     # via werkzeug
 mdurl==0.1.2
     # via markdown-it-py
-more-itertools==10.7.0
+more-itertools==10.8.0
     # via openapi-core
 openapi-core==0.19.4
     # via localstack-core (pyproject.toml)
@@ -199,7 +199,7 @@ werkzeug==3.1.3
     #   rolo
 wsproto==1.2.0
     # via hypercorn
-xmltodict==0.14.2
+xmltodict==0.15.1
     # via localstack-core (pyproject.toml)
 zope-interface==7.2
     # via localstack-twisted
diff --git a/requirements-basic.txt b/requirements-basic.txt
index 7f46c814f34b3..77ab190addc41 100644
--- a/requirements-basic.txt
+++ b/requirements-basic.txt
@@ -10,7 +10,7 @@ cachetools==6.2.0
     # via localstack-core (pyproject.toml)
 certifi==2025.8.3
     # via requests
-cffi==1.17.1
+cffi==2.0.0
     # via cryptography
 charset-normalizer==3.4.3
     # via requests
@@ -22,7 +22,7 @@ dill==0.3.6
     # via localstack-core (pyproject.toml)
 dnslib==0.9.26
     # via localstack-core (pyproject.toml)
-dnspython==2.7.0
+dnspython==2.8.0
     # via localstack-core (pyproject.toml)
 idna==3.10
     # via requests
diff --git a/requirements-dev.txt b/requirements-dev.txt
index d07bcf9700164..18fd29bea51db 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -14,7 +14,7 @@ antlr4-python3-runtime==4.13.2
     #   moto-ext
 anyio==4.10.0
     # via httpx
-apispec==6.8.2
+apispec==6.8.3
     # via localstack-core
 argparse==1.4.0
     # via kclpy-ext
@@ -29,9 +29,9 @@ aws-cdk-asset-awscli-v1==2.2.242
     # via aws-cdk-lib
 aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
-aws-cdk-cloud-assembly-schema==48.6.0
+aws-cdk-cloud-assembly-schema==48.8.0
     # via aws-cdk-lib
-aws-cdk-lib==2.213.0
+aws-cdk-lib==2.214.0
     # via localstack-core
 aws-sam-translator==1.100.0
     # via
@@ -66,7 +66,7 @@ cachetools==6.2.0
     #   airspeed-ext
     #   localstack-core
     #   localstack-core (pyproject.toml)
-cattrs==25.1.1
+cattrs==25.2.0
     # via jsii
 cbor2==5.7.0
     # via localstack-core
@@ -76,7 +76,7 @@ certifi==2025.8.3
     #   httpx
     #   opensearch-py
     #   requests
-cffi==1.17.1
+cffi==2.0.0
     # via cryptography
 cfgv==3.4.0
     # via pre-commit
@@ -127,7 +127,7 @@ dnslib==0.9.26
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
-dnspython==2.7.0
+dnspython==2.8.0
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
@@ -168,7 +168,7 @@ hyperframe==6.1.0
     # via h2
 hyperlink==21.0.0
     # via localstack-twisted
-identify==2.6.13
+identify==2.6.14
     # via pre-commit
 idna==3.10
     # via
@@ -191,11 +191,11 @@ jmespath==1.0.1
     # via
     #   boto3
     #   botocore
-joserfc==1.3.1
+joserfc==1.3.2
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core
-jsii==1.113.0
+jsii==1.114.1
     # via
     #   aws-cdk-asset-awscli-v1
     #   aws-cdk-asset-node-proxy-agent-v6
@@ -228,7 +228,7 @@ jsonschema-path==0.3.4
     # via
     #   openapi-core
     #   openapi-spec-validator
-jsonschema-specifications==2025.4.1
+jsonschema-specifications==2025.9.1
     # via
     #   jsonschema
     #   openapi-schema-validator
@@ -248,7 +248,7 @@ markupsafe==3.0.2
     #   werkzeug
 mdurl==0.1.2
     # via markdown-it-py
-more-itertools==10.7.0
+more-itertools==10.8.0
     # via openapi-core
 moto-ext==5.1.11.post1
     # via localstack-core
@@ -357,7 +357,7 @@ pyparsing==3.2.3
     # via moto-ext
 pyproject-hooks==1.2.0
     # via build
-pytest==8.4.1
+pytest==8.4.2
     # via
     #   localstack-core
     #   pytest-rerunfailures
@@ -365,7 +365,7 @@ pytest==8.4.1
     #   pytest-tinybird
 pytest-httpserver==1.1.3
     # via localstack-core
-pytest-rerunfailures==16.0
+pytest-rerunfailures==16.0.1
     # via localstack-core
 pytest-split==0.10.0
     # via localstack-core
@@ -433,7 +433,7 @@ rsa==4.7.2
     # via awscli
 rstr==3.2.2
     # via localstack-core (pyproject.toml)
-ruff==0.12.11
+ruff==0.12.12
     # via localstack-core (pyproject.toml)
 s3transfer==0.13.1
     # via
@@ -505,7 +505,7 @@ wrapt==1.17.3
     # via aws-xray-sdk
 wsproto==1.2.0
     # via hypercorn
-xmltodict==0.14.2
+xmltodict==0.15.1
     # via
     #   localstack-core
     #   moto-ext
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index 36121811c0325..97b7c3dd378bb 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -12,7 +12,7 @@ antlr4-python3-runtime==4.13.2
     # via
     #   localstack-core (pyproject.toml)
     #   moto-ext
-apispec==6.8.2
+apispec==6.8.3
     # via localstack-core (pyproject.toml)
 argparse==1.4.0
     # via kclpy-ext
@@ -60,7 +60,7 @@ certifi==2025.8.3
     # via
     #   opensearch-py
     #   requests
-cffi==1.17.1
+cffi==2.0.0
     # via cryptography
 cfn-lint==1.39.1
     # via moto-ext
@@ -93,7 +93,7 @@ dnslib==0.9.26
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
-dnspython==2.7.0
+dnspython==2.8.0
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
@@ -139,7 +139,7 @@ jmespath==1.0.1
     # via
     #   boto3
     #   botocore
-joserfc==1.3.1
+joserfc==1.3.2
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core (pyproject.toml)
@@ -168,7 +168,7 @@ jsonschema-path==0.3.4
     # via
     #   openapi-core
     #   openapi-spec-validator
-jsonschema-specifications==2025.4.1
+jsonschema-specifications==2025.9.1
     # via
     #   jsonschema
     #   openapi-schema-validator
@@ -186,7 +186,7 @@ markupsafe==3.0.2
     #   werkzeug
 mdurl==0.1.2
     # via markdown-it-py
-more-itertools==10.7.0
+more-itertools==10.8.0
     # via openapi-core
 moto-ext==5.1.11.post1
     # via localstack-core (pyproject.toml)
@@ -363,7 +363,7 @@ wrapt==1.17.3
     # via aws-xray-sdk
 wsproto==1.2.0
     # via hypercorn
-xmltodict==0.14.2
+xmltodict==0.15.1
     # via
     #   localstack-core
     #   moto-ext
diff --git a/requirements-test.txt b/requirements-test.txt
index 785933d2f0669..91e4dcc880212 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -14,7 +14,7 @@ antlr4-python3-runtime==4.13.2
     #   moto-ext
 anyio==4.10.0
     # via httpx
-apispec==6.8.2
+apispec==6.8.3
     # via localstack-core
 argparse==1.4.0
     # via kclpy-ext
@@ -29,9 +29,9 @@ aws-cdk-asset-awscli-v1==2.2.242
     # via aws-cdk-lib
 aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
-aws-cdk-cloud-assembly-schema==48.6.0
+aws-cdk-cloud-assembly-schema==48.8.0
     # via aws-cdk-lib
-aws-cdk-lib==2.213.0
+aws-cdk-lib==2.214.0
     # via localstack-core (pyproject.toml)
 aws-sam-translator==1.100.0
     # via
@@ -66,7 +66,7 @@ cachetools==6.2.0
     #   airspeed-ext
     #   localstack-core
     #   localstack-core (pyproject.toml)
-cattrs==25.1.1
+cattrs==25.2.0
     # via jsii
 cbor2==5.7.0
     # via localstack-core
@@ -76,7 +76,7 @@ certifi==2025.8.3
     #   httpx
     #   opensearch-py
     #   requests
-cffi==1.17.1
+cffi==2.0.0
     # via cryptography
 cfn-lint==1.39.1
     # via moto-ext
@@ -117,7 +117,7 @@ dnslib==0.9.26
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
-dnspython==2.7.0
+dnspython==2.8.0
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
@@ -175,11 +175,11 @@ jmespath==1.0.1
     # via
     #   boto3
     #   botocore
-joserfc==1.3.1
+joserfc==1.3.2
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core
-jsii==1.113.0
+jsii==1.114.1
     # via
     #   aws-cdk-asset-awscli-v1
     #   aws-cdk-asset-node-proxy-agent-v6
@@ -212,7 +212,7 @@ jsonschema-path==0.3.4
     # via
     #   openapi-core
     #   openapi-spec-validator
-jsonschema-specifications==2025.4.1
+jsonschema-specifications==2025.9.1
     # via
     #   jsonschema
     #   openapi-schema-validator
@@ -232,7 +232,7 @@ markupsafe==3.0.2
     #   werkzeug
 mdurl==0.1.2
     # via markdown-it-py
-more-itertools==10.7.0
+more-itertools==10.8.0
     # via openapi-core
 moto-ext==5.1.11.post1
     # via localstack-core
@@ -319,7 +319,7 @@ pyparsing==3.2.3
     # via moto-ext
 pyproject-hooks==1.2.0
     # via build
-pytest==8.4.1
+pytest==8.4.2
     # via
     #   localstack-core (pyproject.toml)
     #   pytest-rerunfailures
@@ -327,7 +327,7 @@ pytest==8.4.1
     #   pytest-tinybird
 pytest-httpserver==1.1.3
     # via localstack-core (pyproject.toml)
-pytest-rerunfailures==16.0
+pytest-rerunfailures==16.0.1
     # via localstack-core (pyproject.toml)
 pytest-split==0.10.0
     # via localstack-core (pyproject.toml)
@@ -458,7 +458,7 @@ wrapt==1.17.3
     # via aws-xray-sdk
 wsproto==1.2.0
     # via hypercorn
-xmltodict==0.14.2
+xmltodict==0.15.1
     # via
     #   localstack-core
     #   moto-ext
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index a246da328fafd..57d10d8382a31 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -14,7 +14,7 @@ antlr4-python3-runtime==4.13.2
     #   moto-ext
 anyio==4.10.0
     # via httpx
-apispec==6.8.2
+apispec==6.8.3
     # via localstack-core
 argparse==1.4.0
     # via kclpy-ext
@@ -29,9 +29,9 @@ aws-cdk-asset-awscli-v1==2.2.242
     # via aws-cdk-lib
 aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
-aws-cdk-cloud-assembly-schema==48.6.0
+aws-cdk-cloud-assembly-schema==48.8.0
     # via aws-cdk-lib
-aws-cdk-lib==2.213.0
+aws-cdk-lib==2.214.0
     # via localstack-core
 aws-sam-translator==1.100.0
     # via
@@ -49,7 +49,7 @@ boto3==1.40.25
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-boto3-stubs==1.40.21
+boto3-stubs==1.40.26
     # via localstack-core (pyproject.toml)
 botocore==1.40.25
     # via
@@ -59,7 +59,7 @@ botocore==1.40.25
     #   localstack-core
     #   moto-ext
     #   s3transfer
-botocore-stubs==1.40.21
+botocore-stubs==1.40.26
     # via boto3-stubs
 build==1.3.0
     # via
@@ -70,7 +70,7 @@ cachetools==6.2.0
     #   airspeed-ext
     #   localstack-core
     #   localstack-core (pyproject.toml)
-cattrs==25.1.1
+cattrs==25.2.0
     # via jsii
 cbor2==5.7.0
     # via localstack-core
@@ -80,7 +80,7 @@ certifi==2025.8.3
     #   httpx
     #   opensearch-py
     #   requests
-cffi==1.17.1
+cffi==2.0.0
     # via cryptography
 cfgv==3.4.0
     # via pre-commit
@@ -131,7 +131,7 @@ dnslib==0.9.26
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
-dnspython==2.7.0
+dnspython==2.8.0
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
@@ -172,7 +172,7 @@ hyperframe==6.1.0
     # via h2
 hyperlink==21.0.0
     # via localstack-twisted
-identify==2.6.13
+identify==2.6.14
     # via pre-commit
 idna==3.10
     # via
@@ -195,11 +195,11 @@ jmespath==1.0.1
     # via
     #   boto3
     #   botocore
-joserfc==1.3.1
+joserfc==1.3.2
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core
-jsii==1.113.0
+jsii==1.114.1
     # via
     #   aws-cdk-asset-awscli-v1
     #   aws-cdk-asset-node-proxy-agent-v6
@@ -232,7 +232,7 @@ jsonschema-path==0.3.4
     # via
     #   openapi-core
     #   openapi-spec-validator
-jsonschema-specifications==2025.4.1
+jsonschema-specifications==2025.9.1
     # via
     #   jsonschema
     #   openapi-schema-validator
@@ -252,7 +252,7 @@ markupsafe==3.0.2
     #   werkzeug
 mdurl==0.1.2
     # via markdown-it-py
-more-itertools==10.7.0
+more-itertools==10.8.0
     # via openapi-core
 moto-ext==5.1.11.post1
     # via localstack-core
@@ -292,9 +292,9 @@ mypy-boto3-ce==1.40.0
     # via boto3-stubs
 mypy-boto3-cloudcontrol==1.40.0
     # via boto3-stubs
-mypy-boto3-cloudformation==1.40.0
+mypy-boto3-cloudformation==1.40.24
     # via boto3-stubs
-mypy-boto3-cloudfront==1.40.5
+mypy-boto3-cloudfront==1.40.23
     # via boto3-stubs
 mypy-boto3-cloudtrail==1.40.0
     # via boto3-stubs
@@ -324,11 +324,11 @@ mypy-boto3-dynamodb==1.40.20
     # via boto3-stubs
 mypy-boto3-dynamodbstreams==1.40.0
     # via boto3-stubs
-mypy-boto3-ec2==1.40.21
+mypy-boto3-ec2==1.40.24
     # via boto3-stubs
 mypy-boto3-ecr==1.40.0
     # via boto3-stubs
-mypy-boto3-ecs==1.40.15
+mypy-boto3-ecs==1.40.25
     # via boto3-stubs
 mypy-boto3-efs==1.40.0
     # via boto3-stubs
@@ -390,11 +390,11 @@ mypy-boto3-mediaconvert==1.40.17
     # via boto3-stubs
 mypy-boto3-mediastore==1.40.17
     # via boto3-stubs
-mypy-boto3-mq==1.40.18
+mypy-boto3-mq==1.40.23
     # via boto3-stubs
 mypy-boto3-mwaa==1.40.0
     # via boto3-stubs
-mypy-boto3-neptune==1.40.0
+mypy-boto3-neptune==1.40.22
     # via boto3-stubs
 mypy-boto3-opensearch==1.40.0
     # via boto3-stubs
@@ -410,7 +410,7 @@ mypy-boto3-qldb==1.40.16
     # via boto3-stubs
 mypy-boto3-qldb-session==1.40.19
     # via boto3-stubs
-mypy-boto3-rds==1.40.20
+mypy-boto3-rds==1.40.24
     # via boto3-stubs
 mypy-boto3-rds-data==1.40.0
     # via boto3-stubs
@@ -422,15 +422,15 @@ mypy-boto3-resource-groups==1.40.15
     # via boto3-stubs
 mypy-boto3-resourcegroupstaggingapi==1.40.17
     # via boto3-stubs
-mypy-boto3-route53==1.40.0
+mypy-boto3-route53==1.40.23
     # via boto3-stubs
 mypy-boto3-route53resolver==1.40.0
     # via boto3-stubs
-mypy-boto3-s3==1.40.0
+mypy-boto3-s3==1.40.26
     # via boto3-stubs
 mypy-boto3-s3control==1.40.12
     # via boto3-stubs
-mypy-boto3-sagemaker==1.40.19
+mypy-boto3-sagemaker==1.40.25
     # via boto3-stubs
 mypy-boto3-sagemaker-runtime==1.40.17
     # via boto3-stubs
@@ -462,7 +462,7 @@ mypy-boto3-timestream-write==1.40.19
     # via boto3-stubs
 mypy-boto3-transcribe==1.40.8
     # via boto3-stubs
-mypy-boto3-verifiedpermissions==1.40.0
+mypy-boto3-verifiedpermissions==1.40.24
     # via boto3-stubs
 mypy-boto3-wafv2==1.40.16
     # via boto3-stubs
@@ -567,7 +567,7 @@ pyparsing==3.2.3
     # via moto-ext
 pyproject-hooks==1.2.0
     # via build
-pytest==8.4.1
+pytest==8.4.2
     # via
     #   localstack-core
     #   pytest-rerunfailures
@@ -575,7 +575,7 @@ pytest==8.4.1
     #   pytest-tinybird
 pytest-httpserver==1.1.3
     # via localstack-core
-pytest-rerunfailures==16.0
+pytest-rerunfailures==16.0.1
     # via localstack-core
 pytest-split==0.10.0
     # via localstack-core
@@ -643,7 +643,7 @@ rsa==4.7.2
     # via awscli
 rstr==3.2.2
     # via localstack-core
-ruff==0.12.11
+ruff==0.12.12
     # via localstack-core
 s3transfer==0.13.1
     # via
@@ -823,7 +823,7 @@ wrapt==1.17.3
     # via aws-xray-sdk
 wsproto==1.2.0
     # via hypercorn
-xmltodict==0.14.2
+xmltodict==0.15.1
     # via
     #   localstack-core
     #   moto-ext

From 1ba3fa64d47be9aa5110febaebd86d7b2303c53a Mon Sep 17 00:00:00 2001
From: Nigel Rook <nigelrook@gmail.com>
Date: Tue, 9 Sep 2025 08:40:59 +0100
Subject: [PATCH 187/697] Fix ContinuationSequenceNumber in SubscribeToShard
 (#12981)

---
 .../localstack/services/kinesis/provider.py   | 10 ++-
 .../testing/snapshots/transformer_utility.py  |  2 +-
 tests/aws/services/kinesis/test_kinesis.py    | 33 ++++++---
 .../kinesis/test_kinesis.snapshot.json        | 68 ++++++++++---------
 .../kinesis/test_kinesis.validation.json      |  8 ++-
 5 files changed, 76 insertions(+), 45 deletions(-)

diff --git a/localstack-core/localstack/services/kinesis/provider.py b/localstack-core/localstack/services/kinesis/provider.py
index 34574acc142de..216ff316ec397 100644
--- a/localstack-core/localstack/services/kinesis/provider.py
+++ b/localstack-core/localstack/services/kinesis/provider.py
@@ -125,7 +125,13 @@ def event_generator():
                     raise
                 shard_iterator = result.get("NextShardIterator")
                 records = result.get("Records", [])
-                if not records:
+                if records:
+                    # Update the last sequence number to the last record's sequence number
+                    # TODO: This will suffice for now but does not properly capture checkpointing when
+                    # no data is written to a shard. See AWS docs:
+                    # https://docs.aws.amazon.com/kinesis/latest/APIReference/API_SubscribeToShardEvent.html#API_SubscribeToShardEvent_Contents
+                    last_sequence_number = records[-1].get("SequenceNumber", last_sequence_number)
+                else:
                     # On AWS there is *at least* 1 event every 5 seconds
                     # but this is not possible in this structure.
                     # In order to avoid a 5-second blocking call, we make the compromise of 3 seconds.
@@ -136,7 +142,7 @@ def event_generator():
                         Records=records,
                         ContinuationSequenceNumber=str(last_sequence_number),
                         MillisBehindLatest=0,
-                        ChildShards=[],
+                        ChildShards=None,  # TODO: Include shard children info
                     )
                 )
 
diff --git a/localstack-core/localstack/testing/snapshots/transformer_utility.py b/localstack-core/localstack/testing/snapshots/transformer_utility.py
index 6f1750bcb8753..b609f18a56a71 100644
--- a/localstack-core/localstack/testing/snapshots/transformer_utility.py
+++ b/localstack-core/localstack/testing/snapshots/transformer_utility.py
@@ -500,7 +500,7 @@ def kinesis_api():
                 replacement="<stream-name>",
             ),
             TransformerUtility.key_value(
-                "ContinuationSequenceNumber", "<continuation_sequence_number>"
+                "ContinuationSequenceNumber", "continuation_sequence_number"
             ),
         ]
 
diff --git a/tests/aws/services/kinesis/test_kinesis.py b/tests/aws/services/kinesis/test_kinesis.py
index 36ff14146a253..8d618074c4717 100644
--- a/tests/aws/services/kinesis/test_kinesis.py
+++ b/tests/aws/services/kinesis/test_kinesis.py
@@ -175,7 +175,15 @@ def test_stream_consumers(
         snapshot.match("One_consumer_by_describe_stream", consumer_description_by_arn)
 
     @markers.aws.validated
-    @markers.snapshot.skip_snapshot_verify(paths=["$..Records..EncryptionType"])
+    @markers.snapshot.skip_snapshot_verify(
+        paths=[
+            "$..Events..EncryptionType",
+            # TODO: We set this to the final sequence_number of returned records which is technically not correct,
+            # but will suffice as a checkpoint for now. See AWS docs:
+            # https://docs.aws.amazon.com/kinesis/latest/APIReference/API_SubscribeToShardEvent.html#API_SubscribeToShardEvent_Contents
+            "$..Events..ContinuationSequenceNumber",
+        ]
+    )
     def test_subscribe_to_shard(
         self,
         kinesis_create_stream,
@@ -210,21 +218,26 @@ def test_subscribe_to_shard(
         # put records
         num_records = 5
         msg = "Hello world"
-        for i in range(num_records):
-            aws_client.kinesis.put_records(
-                StreamName=stream_name, Records=[{"Data": f"{msg}_{i}", "PartitionKey": "1"}]
-            )
+        aws_client.kinesis.put_records(
+            StreamName=stream_name,
+            Records=[{"Data": f"{msg}_{i}", "PartitionKey": "1"} for i in range(num_records)],
+        )
 
         # read out results
         results = []
         for entry in stream:
-            records = entry["SubscribeToShardEvent"]["Records"]
-            results.extend(records)
-            if len(results) >= num_records:
+            event = entry["SubscribeToShardEvent"]
+            records = event.get("Records", [])
+
+            if not records:
+                continue
+
+            results.append(event)
+            num_records -= len(records)
+            if num_records <= 0:
                 break
 
-        results.sort(key=lambda k: k.get("Data"))
-        snapshot.match("Records", results)
+        snapshot.match("Events", results)
 
     @markers.aws.validated
     @markers.snapshot.skip_snapshot_verify(paths=["$..Records..EncryptionType"])
diff --git a/tests/aws/services/kinesis/test_kinesis.snapshot.json b/tests/aws/services/kinesis/test_kinesis.snapshot.json
index e71ca426b61e6..66198f47cdf2d 100644
--- a/tests/aws/services/kinesis/test_kinesis.snapshot.json
+++ b/tests/aws/services/kinesis/test_kinesis.snapshot.json
@@ -144,38 +144,44 @@
     }
   },
   "tests/aws/services/kinesis/test_kinesis.py::TestKinesis::test_subscribe_to_shard": {
-    "recorded-date": "26-08-2022, 09:33:29",
+    "recorded-date": "19-08-2025, 13:10:10",
     "recorded-content": {
-      "Records": [
-        {
-          "SequenceNumber": "<sequence_number:1>",
-          "ApproximateArrivalTimestamp": "timestamp",
-          "Data": "b'Hello world_0'",
-          "PartitionKey": "1"
-        },
-        {
-          "SequenceNumber": "<sequence_number:2>",
-          "ApproximateArrivalTimestamp": "timestamp",
-          "Data": "b'Hello world_1'",
-          "PartitionKey": "1"
-        },
-        {
-          "SequenceNumber": "<sequence_number:3>",
-          "ApproximateArrivalTimestamp": "timestamp",
-          "Data": "b'Hello world_2'",
-          "PartitionKey": "1"
-        },
-        {
-          "SequenceNumber": "<sequence_number:4>",
-          "ApproximateArrivalTimestamp": "timestamp",
-          "Data": "b'Hello world_3'",
-          "PartitionKey": "1"
-        },
-        {
-          "SequenceNumber": "<sequence_number:5>",
-          "ApproximateArrivalTimestamp": "timestamp",
-          "Data": "b'Hello world_4'",
-          "PartitionKey": "1"
+      "Events": [
+        {
+          "Records": [
+            {
+              "SequenceNumber": "<sequence_number:1>",
+              "ApproximateArrivalTimestamp": "timestamp",
+              "Data": "b'Hello world_0'",
+              "PartitionKey": "1"
+            },
+            {
+              "SequenceNumber": "<sequence_number:2>",
+              "ApproximateArrivalTimestamp": "timestamp",
+              "Data": "b'Hello world_1'",
+              "PartitionKey": "1"
+            },
+            {
+              "SequenceNumber": "<sequence_number:3>",
+              "ApproximateArrivalTimestamp": "timestamp",
+              "Data": "b'Hello world_2'",
+              "PartitionKey": "1"
+            },
+            {
+              "SequenceNumber": "<sequence_number:4>",
+              "ApproximateArrivalTimestamp": "timestamp",
+              "Data": "b'Hello world_3'",
+              "PartitionKey": "1"
+            },
+            {
+              "SequenceNumber": "<sequence_number:5>",
+              "ApproximateArrivalTimestamp": "timestamp",
+              "Data": "b'Hello world_4'",
+              "PartitionKey": "1"
+            }
+          ],
+          "ContinuationSequenceNumber": "<continuation_sequence_number:1>",
+          "MillisBehindLatest": 0
         }
       ]
     }
diff --git a/tests/aws/services/kinesis/test_kinesis.validation.json b/tests/aws/services/kinesis/test_kinesis.validation.json
index 93c7322a4e4cf..414678e5add66 100644
--- a/tests/aws/services/kinesis/test_kinesis.validation.json
+++ b/tests/aws/services/kinesis/test_kinesis.validation.json
@@ -24,7 +24,13 @@
     "last_validated_date": "2022-08-26T08:23:46+00:00"
   },
   "tests/aws/services/kinesis/test_kinesis.py::TestKinesis::test_subscribe_to_shard": {
-    "last_validated_date": "2022-08-26T07:33:29+00:00"
+    "last_validated_date": "2025-08-19T13:10:10+00:00",
+    "durations_in_seconds": {
+      "setup": 0.73,
+      "call": 10.61,
+      "teardown": 0.43,
+      "total": 11.77
+    }
   },
   "tests/aws/services/kinesis/test_kinesis.py::TestKinesis::test_subscribe_to_shard_with_at_timestamp": {
     "last_validated_date": "2024-06-21T15:20:46+00:00"

From 17ea66b0a4248b789953061cf4f488c3fec0bd7f Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Tue, 9 Sep 2025 10:28:55 +0200
Subject: [PATCH 188/697] Events: harden dict view iterations (#13088)

---
 .../localstack/services/events/provider.py    | 31 ++++++++++---------
 1 file changed, 17 insertions(+), 14 deletions(-)

diff --git a/localstack-core/localstack/services/events/provider.py b/localstack-core/localstack/services/events/provider.py
index 8931c325ab96a..2226a6ef41b44 100644
--- a/localstack-core/localstack/services/events/provider.py
+++ b/localstack-core/localstack/services/events/provider.py
@@ -193,7 +193,7 @@ def encode_next_token(token: int) -> NextToken:
 
 def get_filtered_dict(name_prefix: str, input_dict: dict) -> dict:
     """Filter dictionary by prefix."""
-    return {name: value for name, value in input_dict.items() if name.startswith(name_prefix)}
+    return {name: value for name, value in dict(input_dict).items() if name.startswith(name_prefix)}
 
 
 def validate_event(event: PutEventsRequestEntry) -> None | PutEventsResultEntry:
@@ -768,8 +768,8 @@ def list_rule_names_by_target(
 
         # Find all rules that have a target with the specified ARN
         matching_rule_names = []
-        for rule_name, rule in event_bus.rules.items():
-            for target_id, target in rule.targets.items():
+        for rule_name, rule in dict(event_bus.rules).items():
+            for target_id, target in dict(rule.targets).items():
                 if target["Arn"] == target_arn:
                     matching_rule_names.append(rule_name)
                     break  # Found a match in this rule, no need to check other targets
@@ -1028,7 +1028,7 @@ def list_archives(
             self._check_event_bus_exists(event_source_arn, store)
             archives = {
                 key: archive
-                for key, archive in store.archives.items()
+                for key, archive in dict(store.archives).items()
                 if archive.event_source_arn == event_source_arn
             }
         elif name_prefix:
@@ -1161,7 +1161,7 @@ def list_replays(
         if event_source_arn:
             replays = {
                 key: replay
-                for key, replay in store.replays.items()
+                for key, replay in dict(store.replays).items()
                 if replay.event_source_arn == event_source_arn
             }
         elif name_prefix:
@@ -1508,7 +1508,7 @@ def _delete_rule_services(self, rules: RuleDict | Rule) -> None:
         """
         if isinstance(rules, Rule):
             rules = {rules.name: rules}
-        for rule in rules.values():
+        for rule in list(rules.values()):
             del self._rule_services_store[rule.arn]
 
     def _delete_target_sender(self, ids: TargetIdList, rule) -> None:
@@ -1571,7 +1571,7 @@ def _check_resource_exists(
     def _get_scheduled_rule_job_function(self, account_id, region, rule: Rule) -> Callable:
         def func(*args, **kwargs):
             """Create custom scheduled event and send it to all targets specified by associated rule using respective TargetSender"""
-            for target in rule.targets.values():
+            for target in list(rule.targets.values()):
                 if custom_input := target.get("Input"):
                     event = json.loads(custom_input)
                 else:
@@ -1636,7 +1636,8 @@ def _event_bust_dict_to_event_bus_response_list(
     ) -> EventBusList:
         """Return a converted dict of EventBus model objects as a list of event buses in API type EventBus format."""
         event_bus_list = [
-            self._event_bus_to_api_type_event_bus(event_bus) for event_bus in event_buses.values()
+            self._event_bus_to_api_type_event_bus(event_bus)
+            for event_bus in list(event_buses.values())
         ]
         return event_bus_list
 
@@ -1680,7 +1681,7 @@ def _event_to_error_type_event(self, entry: PutEventsRequestEntry) -> str:
 
     def _rule_dict_to_rule_response_list(self, rules: RuleDict) -> RuleResponseList:
         """Return a converted dict of Rule model objects as a list of rules in API type Rule format."""
-        rule_list = [self._rule_to_api_type_rule(rule) for rule in rules.values()]
+        rule_list = [self._rule_to_api_type_rule(rule) for rule in list(rules.values())]
         return rule_list
 
     def _rule_to_api_type_rule(self, rule: Rule) -> ApiTypeRule:
@@ -1700,7 +1701,9 @@ def _rule_to_api_type_rule(self, rule: Rule) -> ApiTypeRule:
 
     def _archive_dict_to_archive_response_list(self, archives: ArchiveDict) -> ArchiveResponseList:
         """Return a converted dict of Archive model objects as a list of archives in API type Archive format."""
-        archive_list = [self._archive_to_api_type_archive(archive) for archive in archives.values()]
+        archive_list = [
+            self._archive_to_api_type_archive(archive) for archive in list(archives.values())
+        ]
         return archive_list
 
     def _archive_to_api_type_archive(self, archive: Archive) -> ApiTypeArchive:
@@ -1734,7 +1737,7 @@ def _archive_to_describe_archive_response(self, archive: Archive) -> DescribeArc
 
     def _replay_dict_to_replay_response_list(self, replays: ReplayDict) -> ReplayList:
         """Return a converted dict of Replay model objects as a list of replays in API type Replay format."""
-        replay_list = [self._replay_to_api_type_replay(replay) for replay in replays.values()]
+        replay_list = [self._replay_to_api_type_replay(replay) for replay in list(replays.values())]
         return replay_list
 
     def _replay_to_api_type_replay(self, replay: Replay) -> ApiTypeReplay:
@@ -1789,7 +1792,7 @@ def _connection_dict_to_connection_response_list(
         """Return a converted dict of Connection model objects as a list of connections in API type Connection format."""
         connection_list = [
             self._connection_to_api_type_connection(connection)
-            for connection in connections.values()
+            for connection in list(connections.values())
         ]
         return connection_list
 
@@ -1816,7 +1819,7 @@ def _api_destination_dict_to_api_destination_response_list(
         """Return a converted dict of ApiDestination model objects as a list of connections in API type ApiDestination format."""
         api_destination_list = [
             self._api_destination_to_api_type_api_destination(api_destination)
-            for api_destination in api_destinations.values()
+            for api_destination in list(api_destinations.values())
         ]
         return api_destination_list
 
@@ -1942,7 +1945,7 @@ def _process_rules(
                 )
                 return
 
-            for target in rule.targets.values():
+            for target in list(rule.targets.values()):
                 target_id = target["Id"]
                 if is_archive_arn(target["Arn"]):
                     self._put_to_archive(

From f71778f312ff22bd316da9436da72beac408a907 Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Tue, 9 Sep 2025 14:08:31 +0100
Subject: [PATCH 189/697] CFn: propagate tags to stack/change-set (#13117)

Co-authored-by: Dominik Schubert <dominik.schubert91@gmail.com>
---
 .../services/cloudformation/v2/entities.py    |  6 ++
 .../services/cloudformation/v2/provider.py    | 17 +++-
 .../cloudformation/api/test_stacks.py         | 26 ++++--
 .../api/test_stacks.snapshot.json             | 81 ++++++++++++++++++-
 .../api/test_stacks.validation.json           | 21 +++--
 5 files changed, 132 insertions(+), 19 deletions(-)

diff --git a/localstack-core/localstack/services/cloudformation/v2/entities.py b/localstack-core/localstack/services/cloudformation/v2/entities.py
index 68d855cbb1622..4582396acea05 100644
--- a/localstack-core/localstack/services/cloudformation/v2/entities.py
+++ b/localstack-core/localstack/services/cloudformation/v2/entities.py
@@ -19,6 +19,7 @@
     StackSetOperation,
     StackStatus,
     StackStatusReason,
+    Tag,
 )
 from localstack.aws.api.cloudformation import (
     Parameter as ApiParameter,
@@ -50,6 +51,7 @@ class Stack:
     enable_termination_protection: bool
     processed_template: dict | None
     template_body: str | None
+    tags: list[Tag]
 
     # state after deploy
     resolved_parameters: dict[str, EngineParameter]
@@ -64,6 +66,7 @@ def __init__(
         region_name: str,
         request_payload: CreateChangeSetInput | CreateStackInput,
         initial_status: StackStatus = StackStatus.CREATE_IN_PROGRESS,
+        tags: list[Tag] | None = None,
     ):
         self.account_id = account_id
         self.region_name = region_name
@@ -76,6 +79,7 @@ def __init__(
         self.enable_termination_protection = False
         self.processed_template = None
         self.template_body = None
+        self.tags = tags or []
 
         self.stack_name = request_payload["StackName"]
         self.parameters = request_payload.get("Parameters", [])
@@ -195,6 +199,7 @@ class ChangeSet:
     processed_template: dict | None
     resolved_parameters: dict[str, EngineParameter]
     description: str | None
+    tags: list[Tag]
 
     def __init__(
         self,
@@ -212,6 +217,7 @@ def __init__(
         self.update_model = None
         self.creation_time = datetime.now(tz=UTC)
         self.resolved_parameters = {}
+        self.tags = request_payload.get("Tags") or []
 
         self.change_set_name = request_payload["ChangeSetName"]
         self.change_set_type = request_payload.get("ChangeSetType", ChangeSetType.UPDATE)
diff --git a/localstack-core/localstack/services/cloudformation/v2/provider.py b/localstack-core/localstack/services/cloudformation/v2/provider.py
index e0bf92eb0cdf1..94591077a18db 100644
--- a/localstack-core/localstack/services/cloudformation/v2/provider.py
+++ b/localstack-core/localstack/services/cloudformation/v2/provider.py
@@ -511,7 +511,12 @@ def create_change_set(
             pass
 
         # create change set for the stack and apply changes
-        change_set = ChangeSet(stack, request, template=after_template, template_body=template_body)
+        change_set = ChangeSet(
+            stack,
+            request,
+            template=after_template,
+            template_body=template_body,
+        )
         self._setup_change_set_model(
             change_set=change_set,
             before_template=before_template,
@@ -528,7 +533,7 @@ def create_change_set(
             change_set.status_reason = "The submitted information didn't contain changes. Submit different information to create a change set."
         else:
             if stack.status not in [StackStatus.CREATE_COMPLETE, StackStatus.UPDATE_COMPLETE]:
-                stack.set_stack_status(StackStatus.REVIEW_IN_PROGRESS)
+                stack.set_stack_status(StackStatus.REVIEW_IN_PROGRESS, "User Initiated")
 
             change_set.set_change_set_status(ChangeSetStatus.CREATE_COMPLETE)
 
@@ -569,6 +574,8 @@ def execute_change_set(
             raise RuntimeError("Programming error: no update graph found for change set")
 
         change_set.set_execution_status(ExecutionStatus.EXECUTE_IN_PROGRESS)
+        # propagate the tags as this is done during execution
+        change_set.stack.tags = change_set.tags
         change_set.stack.set_stack_status(
             StackStatus.UPDATE_IN_PROGRESS
             if change_set.change_set_type == ChangeSetType.UPDATE
@@ -580,6 +587,8 @@ def execute_change_set(
         )
 
         def _run(*args):
+            # TODO: should this be cleared before or after execution?
+            change_set.stack.status_reason = None
             result = change_set_executor.execute()
             change_set.stack.resolved_parameters = change_set.resolved_parameters
             change_set.stack.resolved_resources = result.resources
@@ -686,6 +695,7 @@ def describe_change_set(
             # TODO: static information
             IncludeNestedStacks=False,
             NotificationARNs=[],
+            Tags=change_set.tags or None,
         )
         if change_set.resolved_parameters:
             result["Parameters"] = self._render_resolved_parameters(change_set.resolved_parameters)
@@ -774,6 +784,7 @@ def create_stack(self, context: RequestContext, request: CreateStackInput) -> Cr
             account_id=context.account_id,
             region_name=context.region,
             request_payload=request,
+            tags=request.get("Tags"),
         )
         # TODO: what is the correct initial status?
         state.stacks_v2[stack.stack_id] = stack
@@ -892,7 +903,7 @@ def _describe_stack(self, stack: Stack) -> ApiStack:
             DriftInformation=StackDriftInformation(StackDriftStatus=StackDriftStatus.NOT_CHECKED),
             EnableTerminationProtection=stack.enable_termination_protection,
             RollbackConfiguration=RollbackConfiguration(),
-            Tags=[],
+            Tags=stack.tags,
             NotificationARNs=[],
         )
         if stack.status != StackStatus.REVIEW_IN_PROGRESS:
diff --git a/tests/aws/services/cloudformation/api/test_stacks.py b/tests/aws/services/cloudformation/api/test_stacks.py
index 0b9383edf81a0..d1664fb201618 100644
--- a/tests/aws/services/cloudformation/api/test_stacks.py
+++ b/tests/aws/services/cloudformation/api/test_stacks.py
@@ -106,9 +106,14 @@ def test_stack_description_special_chars(self, deploy_cfn_template, snapshot, aw
             "$..StackStatusReason",
         ]
     )
-    def test_stack_description_lifecycle(self, snapshot, aws_client, cleanups):
+    @pytest.mark.parametrize(
+        "tags", [None, [{"Key": "foo", "Value": "bar"}]], ids=["no-tags", "with-tags"]
+    )
+    def test_stack_description_lifecycle(self, snapshot, aws_client, cleanups, tags):
         """
-        Test when and how the description gets set
+        Test when and how the stack metadata gets set:
+        * tags
+        * description
         """
         snapshot.add_transformer(snapshot.transform.cloudformation_api())
         template = {
@@ -126,12 +131,17 @@ def test_stack_description_lifecycle(self, snapshot, aws_client, cleanups):
         }
         stack_name = f"stack-{short_uid()}"
         change_set_name = f"cs-{short_uid()}"
-        change_set = aws_client.cloudformation.create_change_set(
-            StackName=stack_name,
-            ChangeSetName=change_set_name,
-            ChangeSetType="CREATE",
-            TemplateBody=json.dumps(template),
-        )
+
+        kwargs = {
+            "StackName": stack_name,
+            "ChangeSetName": change_set_name,
+            "ChangeSetType": "CREATE",
+            "TemplateBody": json.dumps(template),
+        }
+        if tags is not None:
+            kwargs["Tags"] = tags
+
+        change_set = aws_client.cloudformation.create_change_set(**kwargs)
         change_set_id = change_set["Id"]
         stack_id = change_set["StackId"]
 
diff --git a/tests/aws/services/cloudformation/api/test_stacks.snapshot.json b/tests/aws/services/cloudformation/api/test_stacks.snapshot.json
index e2fc9fcc6d750..fde3beada5d45 100644
--- a/tests/aws/services/cloudformation/api/test_stacks.snapshot.json
+++ b/tests/aws/services/cloudformation/api/test_stacks.snapshot.json
@@ -4205,8 +4205,8 @@
       ]
     }
   },
-  "tests/aws/services/cloudformation/api/test_stacks.py::TestStacksApi::test_stack_description_lifecycle": {
-    "recorded-date": "08-08-2025, 15:30:34",
+  "tests/aws/services/cloudformation/api/test_stacks.py::TestStacksApi::test_stack_description_lifecycle[no-tags]": {
+    "recorded-date": "09-09-2025, 09:37:20",
     "recorded-content": {
       "change-set-pre-execute": {
         "Capabilities": [],
@@ -4270,5 +4270,82 @@
         "Tags": []
       }
     }
+  },
+  "tests/aws/services/cloudformation/api/test_stacks.py::TestStacksApi::test_stack_description_lifecycle[with-tags]": {
+    "recorded-date": "09-09-2025, 09:37:28",
+    "recorded-content": {
+      "change-set-pre-execute": {
+        "Capabilities": [],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "ChangeSetName": "<change-set-name:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "Details": [],
+              "LogicalResourceId": "TestResource",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "Tags": [
+          {
+            "Key": "foo",
+            "Value": "bar"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "stack-pre-execute": {
+        "CreationTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "EnableTerminationProtection": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "REVIEW_IN_PROGRESS",
+        "StackStatusReason": "User Initiated",
+        "Tags": []
+      },
+      "stack-post-execute": {
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "CreationTime": "datetime",
+        "Description": "test <env>.test.net",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "EnableTerminationProtection": false,
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "CREATE_COMPLETE",
+        "Tags": [
+          {
+            "Key": "foo",
+            "Value": "bar"
+          }
+        ]
+      }
+    }
   }
 }
diff --git a/tests/aws/services/cloudformation/api/test_stacks.validation.json b/tests/aws/services/cloudformation/api/test_stacks.validation.json
index c8326c843155a..46e4e2a63df39 100644
--- a/tests/aws/services/cloudformation/api/test_stacks.validation.json
+++ b/tests/aws/services/cloudformation/api/test_stacks.validation.json
@@ -26,13 +26,22 @@
   "tests/aws/services/cloudformation/api/test_stacks.py::TestStacksApi::test_list_events_after_deployment": {
     "last_validated_date": "2022-10-05T11:33:55+00:00"
   },
-  "tests/aws/services/cloudformation/api/test_stacks.py::TestStacksApi::test_stack_description_lifecycle": {
-    "last_validated_date": "2025-08-08T15:30:34+00:00",
+  "tests/aws/services/cloudformation/api/test_stacks.py::TestStacksApi::test_stack_description_lifecycle[no-tags]": {
+    "last_validated_date": "2025-09-09T09:37:20+00:00",
     "durations_in_seconds": {
-      "setup": 1.09,
-      "call": 8.6,
-      "teardown": 0.2,
-      "total": 9.89
+      "setup": 0.84,
+      "call": 9.6,
+      "teardown": 0.19,
+      "total": 10.63
+    }
+  },
+  "tests/aws/services/cloudformation/api/test_stacks.py::TestStacksApi::test_stack_description_lifecycle[with-tags]": {
+    "last_validated_date": "2025-09-09T09:37:28+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 8.26,
+      "teardown": 0.18,
+      "total": 8.44
     }
   },
   "tests/aws/services/cloudformation/api/test_stacks.py::TestStacksApi::test_stack_description_special_chars": {

From 06e4847bddc96e621bd8683ce80fe7bbe0dd2f6f Mon Sep 17 00:00:00 2001
From: Daniel Fangl <daniel.fangl@localstack.cloud>
Date: Tue, 9 Sep 2025 19:01:49 +0200
Subject: [PATCH 190/697] Lambda: S3 presigned url should respect
 LOCALSTACK_HOST (#13119)

---
 .../localstack/services/lambda_/api_utils.py  |  5 ++-
 .../lambda_/invocation/lambda_models.py       | 15 ++++----
 .../localstack/services/lambda_/provider.py   |  3 +-
 tests/aws/services/lambda_/test_lambda_api.py | 34 +++++++++++++++++++
 4 files changed, 49 insertions(+), 8 deletions(-)

diff --git a/localstack-core/localstack/services/lambda_/api_utils.py b/localstack-core/localstack/services/lambda_/api_utils.py
index d8f988b04352a..5fcb0e881f0d4 100644
--- a/localstack-core/localstack/services/lambda_/api_utils.py
+++ b/localstack-core/localstack/services/lambda_/api_utils.py
@@ -8,6 +8,7 @@
 import string
 from typing import TYPE_CHECKING, Any
 
+from localstack import config
 from localstack.aws.api import CommonServiceException, RequestContext
 from localstack.aws.api import lambda_ as api_spec
 from localstack.aws.api.lambda_ import (
@@ -665,7 +666,9 @@ def validate_and_set_batch_size(service: str, batch_size: int | None = None) ->
 def map_layer_out(layer_version: "LayerVersion") -> PublishLayerVersionResponse:
     return PublishLayerVersionResponse(
         Content=LayerVersionContentOutput(
-            Location=layer_version.code.generate_presigned_url(),
+            Location=layer_version.code.generate_presigned_url(
+                endpoint_url=config.external_service_url()
+            ),
             CodeSha256=layer_version.code.code_sha256,
             CodeSize=layer_version.code.code_size,
             # SigningProfileVersionArn="", # same as in function configuration
diff --git a/localstack-core/localstack/services/lambda_/invocation/lambda_models.py b/localstack-core/localstack/services/lambda_/invocation/lambda_models.py
index 812c65f1a3429..c0e2f9057f18f 100644
--- a/localstack-core/localstack/services/lambda_/invocation/lambda_models.py
+++ b/localstack-core/localstack/services/lambda_/invocation/lambda_models.py
@@ -14,6 +14,7 @@
 from pathlib import Path
 from typing import IO, Literal, TypedDict
 
+import boto3
 from botocore.exceptions import ClientError
 
 from localstack import config
@@ -40,7 +41,7 @@
     TracingMode,
 )
 from localstack.aws.connect import connect_to
-from localstack.constants import AWS_REGION_US_EAST_1
+from localstack.constants import AWS_REGION_US_EAST_1, INTERNAL_AWS_SECRET_ACCESS_KEY
 from localstack.services.lambda_.api_utils import qualified_lambda_arn, unqualified_lambda_arn
 from localstack.utils.archives import unzip
 from localstack.utils.strings import long_uid, short_uid
@@ -74,7 +75,7 @@ class Invocation:
 
 class ArchiveCode(metaclass=ABCMeta):
     @abstractmethod
-    def generate_presigned_url(self, endpoint_url: str | None = None):
+    def generate_presigned_url(self, endpoint_url: str):
         """
         Generates a presigned url pointing to the code archive
         """
@@ -168,15 +169,17 @@ def _download_archive_to_file(self, target_file: IO) -> None:
         )
         target_file.flush()
 
-    def generate_presigned_url(self, endpoint_url: str | None = None) -> str:
+    def generate_presigned_url(self, endpoint_url: str) -> str:
         """
         Generates a presigned url pointing to the code archive
         """
-        s3_client = connect_to(
+        s3_client = boto3.client(
+            "s3",
             region_name=AWS_REGION_US_EAST_1,
             aws_access_key_id=config.INTERNAL_RESOURCE_ACCOUNT,
+            aws_secret_access_key=INTERNAL_AWS_SECRET_ACCESS_KEY,
             endpoint_url=endpoint_url,
-        ).s3
+        )
         params = {"Bucket": self.s3_bucket, "Key": self.s3_key}
         if self.s3_object_version:
             params["VersionId"] = self.s3_object_version
@@ -257,7 +260,7 @@ class HotReloadingCode(ArchiveCode):
     code_sha256: str = "hot-reloading-hash-not-available"
     code_size: int = 0
 
-    def generate_presigned_url(self, endpoint_url: str | None = None) -> str:
+    def generate_presigned_url(self, endpoint_url: str) -> str:
         return f"file://{self.host_path}"
 
     def get_unzipped_code_location(self) -> Path:
diff --git a/localstack-core/localstack/services/lambda_/provider.py b/localstack-core/localstack/services/lambda_/provider.py
index f4ce3cdc344de..ff86ec7e9faac 100644
--- a/localstack-core/localstack/services/lambda_/provider.py
+++ b/localstack-core/localstack/services/lambda_/provider.py
@@ -1512,7 +1512,8 @@ def get_function(
         code_location = None
         if code := version.config.code:
             code_location = FunctionCodeLocation(
-                Location=code.generate_presigned_url(), RepositoryType="S3"
+                Location=code.generate_presigned_url(endpoint_url=config.external_service_url()),
+                RepositoryType="S3",
             )
         elif image := version.config.image:
             code_location = FunctionCodeLocation(
diff --git a/tests/aws/services/lambda_/test_lambda_api.py b/tests/aws/services/lambda_/test_lambda_api.py
index aad882e522962..9b1ce6970f5ed 100644
--- a/tests/aws/services/lambda_/test_lambda_api.py
+++ b/tests/aws/services/lambda_/test_lambda_api.py
@@ -32,6 +32,7 @@
     LogFormat,
     Runtime,
 )
+from localstack.config import HostAndPort
 from localstack.services.lambda_.api_utils import ARCHITECTURES
 from localstack.services.lambda_.provider import TAG_KEY_CUSTOM_URL
 from localstack.services.lambda_.provider_utils import LambdaLayerVersionIdentifier
@@ -6954,3 +6955,36 @@ def test_snapstart_exceptions(self, lambda_su_role, snapshot, aws_client):
                 SnapStart={"ApplyOn": "invalidOption"},
             )
         snapshot.match("create_function_invalid_snapstart_apply", e.value.response)
+
+
+class TestLambdaEndpoints:
+    @markers.aws.only_localstack
+    @markers.requires_in_process
+    @pytest.mark.parametrize(
+        "localstack_host",
+        [
+            HostAndPort("localhost.localstack.cloud", 4566),
+            HostAndPort("127.0.0.1", 4566),
+            HostAndPort("localhost", 4566),
+        ],
+    )
+    def test_s3_code_url(
+        self, aws_client, create_lambda_function_aws, lambda_su_role, monkeypatch, localstack_host
+    ):
+        monkeypatch.setattr(config, "LOCALSTACK_HOST", localstack_host)
+        function_name = f"function-{short_uid()}"
+        zip_file_bytes = create_lambda_archive(load_file(TEST_LAMBDA_PYTHON_ECHO), get_content=True)
+        create_lambda_function_aws(
+            FunctionName=function_name,
+            Handler="index.handler",
+            Code={"ZipFile": zip_file_bytes},
+            PackageType="Zip",
+            Role=lambda_su_role,
+            Runtime=Runtime.python3_12,
+        )
+        get_function_response = aws_client.lambda_.get_function(FunctionName=function_name)
+        s3_code_url = get_function_response["Code"]["Location"]
+        assert s3_code_url.startswith(f"http://{localstack_host}/")
+
+        content = requests.get(s3_code_url).content
+        assert content == zip_file_bytes

From de06226dcc02a5342c3d104108aeb12bc63bf37f Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Cristopher=20Pinz=C3=B3n?=
 <18080804+pinzon@users.noreply.github.com>
Date: Tue, 9 Sep 2025 17:18:11 -0500
Subject: [PATCH 191/697] CFN: fix stack update with transformation included
 (#13122)

---
 .../engine/v2/change_set_model.py             |  2 +-
 .../localstack/testing/pytest/fixtures.py     | 13 +++-
 .../cloudformation/api/test_transformers.py   | 73 +++++++++++++------
 .../api/test_transformers.snapshot.json       | 29 ++++++++
 .../api/test_transformers.validation.json     |  9 +++
 .../templates/cfn_apigw_with_include_fn.yml   | 18 +++++
 6 files changed, 117 insertions(+), 27 deletions(-)
 create mode 100644 tests/aws/templates/cfn_apigw_with_include_fn.yml

diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py
index 5e7bfbb7e538b..74d4fd81438b0 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py
@@ -704,7 +704,7 @@ def _visit_intrinsic_function(
                     "Invalid: Fn::Transforms cannot be nested inside another Fn::Transform"
                 )
 
-            path = "$" + ".".join(scope.split("/")[:-1])
+            path = scope.parent.jsonpath
             before_siblings = extract_jsonpath(self._before_template, path)
             after_siblings = extract_jsonpath(self._after_template, path)
 
diff --git a/localstack-core/localstack/testing/pytest/fixtures.py b/localstack-core/localstack/testing/pytest/fixtures.py
index b2aa60d40d730..0c54995ea3223 100644
--- a/localstack-core/localstack/testing/pytest/fixtures.py
+++ b/localstack-core/localstack/testing/pytest/fixtures.py
@@ -1137,9 +1137,16 @@ def _deploy(
         change_set_id = response["Id"]
         stack_id = response["StackId"]
 
-        cfn_aws_client.cloudformation.get_waiter(WAITER_CHANGE_SET_CREATE_COMPLETE).wait(
-            ChangeSetName=change_set_id
-        )
+        try:
+            cfn_aws_client.cloudformation.get_waiter(WAITER_CHANGE_SET_CREATE_COMPLETE).wait(
+                ChangeSetName=change_set_id
+            )
+        except botocore.exceptions.WaiterError as e:
+            change_set = cfn_aws_client.cloudformation.describe_change_set(
+                ChangeSetName=change_set_id
+            )
+            raise Exception(f"{change_set['Status']}: {change_set.get('StatusReason')}") from e
+
         cfn_aws_client.cloudformation.execute_change_set(ChangeSetName=change_set_id)
         stack_waiter = cfn_aws_client.cloudformation.get_waiter(
             WAITER_STACK_UPDATE_COMPLETE if is_update else WAITER_STACK_CREATE_COMPLETE
diff --git a/tests/aws/services/cloudformation/api/test_transformers.py b/tests/aws/services/cloudformation/api/test_transformers.py
index d39047d5b3276..4e7595d52ebba 100644
--- a/tests/aws/services/cloudformation/api/test_transformers.py
+++ b/tests/aws/services/cloudformation/api/test_transformers.py
@@ -6,7 +6,7 @@
 import pytest
 from botocore.exceptions import WaiterError
 from localstack_snapshot.snapshots.transformer import SortingTransformer
-from tests.aws.services.cloudformation.conftest import skipped_v2_items
+from tests.aws.services.cloudformation.conftest import skip_if_v1_provider, skipped_v2_items
 
 from localstack.aws.connect import ServiceLevelClientFactory
 from localstack.testing.pytest import markers
@@ -36,30 +36,12 @@ def test_duplicate_resources(deploy_cfn_template, s3_bucket, snapshot, aws_clien
     aws_client.s3.put_object(Bucket=s3_bucket, Key="api.yaml", Body=to_bytes(api_spec))
 
     # deploy template
-    template = """
-    Parameters:
-      ApiName:
-        Type: String
-      BucketName:
-        Type: String
-    Resources:
-      RestApi:
-        Type: AWS::ApiGateway::RestApi
-        Properties:
-          Name: !Ref ApiName
-          Body:
-            'Fn::Transform':
-              Name: 'AWS::Include'
-              Parameters:
-                Location: !Sub "s3://${BucketName}/api.yaml"
-    Outputs:
-      RestApiId:
-        Value: !Ref RestApi
-    """
-
     api_name = f"api-{short_uid()}"
     result = deploy_cfn_template(
-        template=template, parameters={"ApiName": api_name, "BucketName": s3_bucket}
+        parameters={"ApiName": api_name, "BucketName": s3_bucket},
+        template_path=os.path.join(
+            os.path.dirname(__file__), "../../../templates/cfn_apigw_with_include_fn.yml"
+        ),
     )
 
     # assert REST API is created properly
@@ -72,6 +54,51 @@ def test_duplicate_resources(deploy_cfn_template, s3_bucket, snapshot, aws_clien
     snapshot.match("api-resources", resources)
 
 
+@skip_if_v1_provider(reason="update not supported in v1")
+@markers.aws.validated
+def test_redeployment_with_fn_include(deploy_cfn_template, s3_bucket, snapshot, aws_client):
+    snapshot.add_transformers_list(
+        [
+            *snapshot.transform.apigateway_api(),
+            snapshot.transform.key_value("aws:cloudformation:stack-id"),
+            snapshot.transform.key_value("aws:cloudformation:stack-name"),
+        ]
+    )
+
+    # put API spec to S3
+    api_spec = """
+    swagger: 2.0
+    info:
+      version: "1.2.3"
+      title: "Test API"
+    basePath: /base
+    """
+    aws_client.s3.put_object(Bucket=s3_bucket, Key="api.yaml", Body=to_bytes(api_spec))
+
+    # deploy template
+    api_name = f"api-{short_uid()}"
+    result = deploy_cfn_template(
+        parameters={"ApiName": api_name, "BucketName": s3_bucket},
+        template_path=os.path.join(
+            os.path.dirname(__file__), "../../../templates/cfn_apigw_with_include_fn.yml"
+        ),
+    )
+
+    api_name = f"api-{short_uid()}"
+    updated_result = deploy_cfn_template(
+        stack_name=result.stack_name,
+        is_update=True,
+        parameters={"ApiName": api_name, "BucketName": s3_bucket},
+        template_path=os.path.join(
+            os.path.dirname(__file__), "../../../templates/cfn_apigw_with_include_fn.yml"
+        ),
+    )
+
+    api_id = updated_result.outputs.get("RestApiId")
+    api = aws_client.apigateway.get_rest_api(restApiId=api_id)
+    snapshot.match("api-details", api)
+
+
 @markers.aws.validated
 def test_transformer_property_level(deploy_cfn_template, s3_bucket, aws_client, snapshot):
     api_spec = textwrap.dedent("""
diff --git a/tests/aws/services/cloudformation/api/test_transformers.snapshot.json b/tests/aws/services/cloudformation/api/test_transformers.snapshot.json
index 05c710c033043..2532e696f64e0 100644
--- a/tests/aws/services/cloudformation/api/test_transformers.snapshot.json
+++ b/tests/aws/services/cloudformation/api/test_transformers.snapshot.json
@@ -725,5 +725,34 @@
       },
       "array-value": "[\"a\",\"b\",\"c\"]"
     }
+  },
+  "tests/aws/services/cloudformation/api/test_transformers.py::test_redeployment_with_fn_include": {
+    "recorded-date": "09-09-2025, 16:00:50",
+    "recorded-content": {
+      "api-details": {
+        "apiKeySource": "HEADER",
+        "createdDate": "datetime",
+        "disableExecuteApiEndpoint": false,
+        "endpointConfiguration": {
+          "ipAddressType": "ipv4",
+          "types": [
+            "EDGE"
+          ]
+        },
+        "id": "<id:1>",
+        "name": "<name:1>",
+        "rootResourceId": "<root-resource-id:1>",
+        "tags": {
+          "aws:cloudformation:logical-id": "RestApi",
+          "aws:cloudformation:stack-id": "<aws:cloudformation:stack-id:1>",
+          "aws:cloudformation:stack-name": "<aws:cloudformation:stack-name:1>"
+        },
+        "version": "1.2.3",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/cloudformation/api/test_transformers.validation.json b/tests/aws/services/cloudformation/api/test_transformers.validation.json
index 3c2aa5bed07df..10c4d5cbaa696 100644
--- a/tests/aws/services/cloudformation/api/test_transformers.validation.json
+++ b/tests/aws/services/cloudformation/api/test_transformers.validation.json
@@ -62,6 +62,15 @@
       "total": 24.63
     }
   },
+  "tests/aws/services/cloudformation/api/test_transformers.py::test_redeployment_with_fn_include": {
+    "last_validated_date": "2025-09-09T16:00:55+00:00",
+    "durations_in_seconds": {
+      "setup": 0.7,
+      "call": 27.5,
+      "teardown": 5.29,
+      "total": 33.49
+    }
+  },
   "tests/aws/services/cloudformation/api/test_transformers.py::test_transformer_individual_resource_level": {
     "last_validated_date": "2024-06-13T06:43:21+00:00"
   },
diff --git a/tests/aws/templates/cfn_apigw_with_include_fn.yml b/tests/aws/templates/cfn_apigw_with_include_fn.yml
new file mode 100644
index 0000000000000..eccd1ec40219f
--- /dev/null
+++ b/tests/aws/templates/cfn_apigw_with_include_fn.yml
@@ -0,0 +1,18 @@
+  Parameters:
+    ApiName:
+      Type: String
+    BucketName:
+      Type: String
+  Resources:
+    RestApi:
+      Type: AWS::ApiGateway::RestApi
+      Properties:
+        Name: !Ref ApiName
+        Body:
+          'Fn::Transform':
+            Name: 'AWS::Include'
+            Parameters:
+              Location: !Sub "s3://${BucketName}/api.yaml"
+  Outputs:
+    RestApiId:
+      Value: !Ref RestApi

From fd33aafb96a2c4a5cdbb5af12ff33dc65545c3fe Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Wed, 10 Sep 2025 01:27:09 +0100
Subject: [PATCH 192/697] CFn: improve parity of describing failed change sets
 (#13123)

---
 .../services/cloudformation/v2/provider.py    | 42 ++++++++++++++----
 .../cloudformation/api/test_changesets.py     | 42 ++++++++++++++++++
 .../api/test_changesets.snapshot.json         | 24 +++++++++++
 .../api/test_changesets.validation.json       |  9 ++++
 .../cloudformation/test_change_sets.py        | 43 +++++++++++++++++++
 .../test_change_sets.snapshot.json            | 24 +++++++++++
 .../test_change_sets.validation.json          |  9 ++++
 7 files changed, 184 insertions(+), 9 deletions(-)

diff --git a/localstack-core/localstack/services/cloudformation/v2/provider.py b/localstack-core/localstack/services/cloudformation/v2/provider.py
index 94591077a18db..07368ab170b32 100644
--- a/localstack-core/localstack/services/cloudformation/v2/provider.py
+++ b/localstack-core/localstack/services/cloudformation/v2/provider.py
@@ -435,6 +435,7 @@ def create_change_set(
             stack = state.stacks_v2.get(stack_name)
             if not stack:
                 raise ValidationError(f"Stack '{stack_name}' does not exist.")
+            stack.capabilities = request.get("Capabilities") or []
         else:
             # stack name specified, so fetch the stack by name
             stack_candidates: list[Stack] = [
@@ -455,6 +456,8 @@ def create_change_set(
                 if not active_stack_candidates:
                     raise ValidationError(f"Stack '{stack_name}' does not exist.")
                 stack = active_stack_candidates[0]
+                # propagate capabilities from create change set request
+                stack.capabilities = request.get("Capabilities") or []
 
         # TODO: test if rollback status is allowed as well
         if (
@@ -525,21 +528,21 @@ def create_change_set(
             after_parameters=after_parameters,
             previous_update_model=previous_update_model,
         )
-
-        # TODO: handle the empty change set case
-        if not change_set.has_changes():
-            change_set.set_change_set_status(ChangeSetStatus.FAILED)
+        if change_set.status == ChangeSetStatus.FAILED:
             change_set.set_execution_status(ExecutionStatus.UNAVAILABLE)
-            change_set.status_reason = "The submitted information didn't contain changes. Submit different information to create a change set."
         else:
-            if stack.status not in [StackStatus.CREATE_COMPLETE, StackStatus.UPDATE_COMPLETE]:
-                stack.set_stack_status(StackStatus.REVIEW_IN_PROGRESS, "User Initiated")
+            if not change_set.has_changes():
+                change_set.set_change_set_status(ChangeSetStatus.FAILED)
+                change_set.set_execution_status(ExecutionStatus.UNAVAILABLE)
+                change_set.status_reason = "The submitted information didn't contain changes. Submit different information to create a change set."
+            else:
+                if stack.status not in [StackStatus.CREATE_COMPLETE, StackStatus.UPDATE_COMPLETE]:
+                    stack.set_stack_status(StackStatus.REVIEW_IN_PROGRESS, "User Initiated")
 
-            change_set.set_change_set_status(ChangeSetStatus.CREATE_COMPLETE)
+                change_set.set_change_set_status(ChangeSetStatus.CREATE_COMPLETE)
 
         stack.change_set_ids.append(change_set.change_set_id)
         state.change_sets[change_set.change_set_id] = change_set
-
         return CreateChangeSetOutput(StackId=stack.stack_id, Id=change_set.change_set_id)
 
     @handler("ExecuteChangeSet")
@@ -667,6 +670,27 @@ def describe_change_set(
         if not change_set:
             raise ChangeSetNotFoundException(f"ChangeSet [{change_set_name}] does not exist")
 
+        # if the change set failed to create, then we can return a blank response
+        if change_set.status == ChangeSetStatus.FAILED:
+            return DescribeChangeSetOutput(
+                Status=change_set.status,
+                ChangeSetId=change_set.change_set_id,
+                ChangeSetName=change_set.change_set_name,
+                ExecutionStatus=change_set.execution_status,
+                RollbackConfiguration=RollbackConfiguration(),
+                StackId=change_set.stack.stack_id,
+                StackName=change_set.stack.stack_name,
+                CreationTime=change_set.creation_time,
+                Changes=[],
+                Capabilities=change_set.stack.capabilities,
+                StatusReason=change_set.status_reason,
+                Description=change_set.description,
+                # TODO: static information
+                IncludeNestedStacks=False,
+                NotificationARNs=[],
+                Tags=change_set.tags or None,
+            )
+
         # TODO: The ChangeSetModelDescriber currently matches AWS behavior by listing
         #       resource changes in the order they appear in the template. However, when
         #       a resource change is triggered indirectly (e.g., via Ref or GetAtt), the
diff --git a/tests/aws/services/cloudformation/api/test_changesets.py b/tests/aws/services/cloudformation/api/test_changesets.py
index a0d2cb1b01399..bdad487035b8b 100644
--- a/tests/aws/services/cloudformation/api/test_changesets.py
+++ b/tests/aws/services/cloudformation/api/test_changesets.py
@@ -1,6 +1,7 @@
 import copy
 import json
 import os.path
+from collections.abc import Callable
 
 import pytest
 from botocore.config import Config
@@ -21,6 +22,7 @@
 )
 from localstack.testing.aws.util import is_aws_cloud
 from localstack.testing.pytest import markers
+from localstack.testing.pytest.fixtures import DeployResult
 from localstack.utils.strings import short_uid
 from localstack.utils.sync import ShortCircuitWaitException, poll_condition, wait_until
 
@@ -482,6 +484,46 @@ def test_describe_change_set_nonexisting(snapshot, aws_client):
     snapshot.match("exception", ex.value)
 
 
+@skip_if_v1_provider("Not supported in V1 engine")
+@markers.aws.validated
+def test_create_change_set_no_changes(
+    snapshot,
+    aws_client: ServiceLevelClientFactory,
+    deploy_cfn_template: Callable[..., DeployResult],
+):
+    snapshot.add_transformer(snapshot.transform.cloudformation_api())
+
+    template_path = os.path.join(
+        os.path.dirname(__file__), "../../../templates/simple_no_change.yaml"
+    )
+    with open(template_path) as infile:
+        template_body = infile.read()
+
+    stack = deploy_cfn_template(
+        template_path=template_path,
+    )
+
+    change_set_name = f"cs-{short_uid()}"
+    change_set_result = aws_client.cloudformation.create_change_set(
+        ChangeSetName=change_set_name,
+        StackName=stack.stack_id,
+        ChangeSetType="UPDATE",
+        TemplateBody=template_body,
+    )
+    change_set_id = change_set_result["Id"]
+    with pytest.raises(WaiterError):
+        aws_client.cloudformation.get_waiter("change_set_create_complete").wait(
+            ChangeSetName=change_set_id,
+        )
+
+    snapshot.match(
+        "change-set-description",
+        aws_client.cloudformation.describe_change_set(
+            ChangeSetName=change_set_id,
+        ),
+    )
+
+
 @pytest.mark.skipif(
     condition=not is_aws_cloud(),
     reason="fails because of the properties mutation in the result_handler",
diff --git a/tests/aws/services/cloudformation/api/test_changesets.snapshot.json b/tests/aws/services/cloudformation/api/test_changesets.snapshot.json
index 1511d6c331540..17ffbfc3dc17b 100644
--- a/tests/aws/services/cloudformation/api/test_changesets.snapshot.json
+++ b/tests/aws/services/cloudformation/api/test_changesets.snapshot.json
@@ -519,5 +519,29 @@
     "recorded-content": {
       "waiter-error": "Waiter ChangeSetCreateComplete failed: Waiter encountered a terminal failure state: For expression \"Status\" we matched expected path: \"FAILED\""
     }
+  },
+  "tests/aws/services/cloudformation/api/test_changesets.py::test_create_change_set_no_changes": {
+    "recorded-date": "09-09-2025, 22:08:24",
+    "recorded-content": {
+      "change-set-description": {
+        "Capabilities": [],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "ChangeSetName": "<change-set-name:1>",
+        "Changes": [],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "UNAVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "FAILED",
+        "StatusReason": "The submitted information didn't contain changes. Submit different information to create a change set.",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/cloudformation/api/test_changesets.validation.json b/tests/aws/services/cloudformation/api/test_changesets.validation.json
index e85acdbc71fe8..87b28a3446632 100644
--- a/tests/aws/services/cloudformation/api/test_changesets.validation.json
+++ b/tests/aws/services/cloudformation/api/test_changesets.validation.json
@@ -65,6 +65,15 @@
       "total": 1.11
     }
   },
+  "tests/aws/services/cloudformation/api/test_changesets.py::test_create_change_set_no_changes": {
+    "last_validated_date": "2025-09-09T22:08:24+00:00",
+    "durations_in_seconds": {
+      "setup": 0.96,
+      "call": 8.73,
+      "teardown": 49.98,
+      "total": 59.67
+    }
+  },
   "tests/aws/services/cloudformation/api/test_changesets.py::test_create_change_set_update_without_parameters": {
     "last_validated_date": "2022-05-31T07:32:02+00:00"
   },
diff --git a/tests/aws/services/cloudformation/test_change_sets.py b/tests/aws/services/cloudformation/test_change_sets.py
index a98d8d8e26ec3..067d582c50d37 100644
--- a/tests/aws/services/cloudformation/test_change_sets.py
+++ b/tests/aws/services/cloudformation/test_change_sets.py
@@ -2,6 +2,7 @@
 import json
 
 import pytest
+from botocore.exceptions import WaiterError
 from localstack_snapshot.snapshots.transformer import RegexTransformer
 from tests.aws.services.cloudformation.conftest import skip_if_v1_provider
 
@@ -936,3 +937,45 @@ def test_dynamic_ssm_parameter_lookup_no_change(
         p1={"InputValue": parameter_name},
         p2={"InputValue": parameter_name},
     )
+
+
+@skip_if_v1_provider("Requires the V2 engine")
+@markers.aws.validated
+@markers.snapshot.skip_snapshot_verify(paths=["$..StatusReason"])
+def test_describe_failed_change_set(aws_client: ServiceLevelClientFactory, snapshot, cleanups):
+    snapshot.add_transformer(snapshot.transform.cloudformation_api())
+
+    template = {
+        "Resources": {
+            "MyFoo": {
+                "Type": "AWS::SSM::Parameter",
+                "Properties": {
+                    "Fn::Transform": {
+                        "Name": "AWS::Include",
+                        "Parameters": {
+                            "Location": "s3://doesnotexist/key.yml",
+                        },
+                    },
+                },
+            },
+        },
+    }
+
+    stack_name = f"cs-{short_uid()}"
+    change_set_name = f"cs-{short_uid()}"
+    res = aws_client.cloudformation.create_change_set(
+        StackName=stack_name,
+        ChangeSetName=change_set_name,
+        ChangeSetType="CREATE",
+        TemplateBody=json.dumps(template),
+    )
+
+    cleanups.append(lambda: aws_client.cloudformation.delete_stack(StackName=res["StackId"]))
+
+    with pytest.raises(WaiterError):
+        aws_client.cloudformation.get_waiter("change_set_create_complete").wait(
+            ChangeSetName=res["Id"]
+        )
+
+    describe = aws_client.cloudformation.describe_change_set(ChangeSetName=res["Id"])
+    snapshot.match("describe", describe)
diff --git a/tests/aws/services/cloudformation/test_change_sets.snapshot.json b/tests/aws/services/cloudformation/test_change_sets.snapshot.json
index 67fbde5624d6f..4b687d6aa2473 100644
--- a/tests/aws/services/cloudformation/test_change_sets.snapshot.json
+++ b/tests/aws/services/cloudformation/test_change_sets.snapshot.json
@@ -5903,5 +5903,29 @@
         ]
       }
     }
+  },
+  "tests/aws/services/cloudformation/test_change_sets.py::test_describe_failed_change_set": {
+    "recorded-date": "09-09-2025, 16:22:00",
+    "recorded-content": {
+      "describe": {
+        "Capabilities": [],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "ChangeSetName": "<change-set-name:1>",
+        "Changes": [],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "UNAVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "FAILED",
+        "StatusReason": "Transform AWS::Include failed with: S3 bucket [doesnotexist] does not exist.",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/cloudformation/test_change_sets.validation.json b/tests/aws/services/cloudformation/test_change_sets.validation.json
index 13291a052f5fb..eee32ce776852 100644
--- a/tests/aws/services/cloudformation/test_change_sets.validation.json
+++ b/tests/aws/services/cloudformation/test_change_sets.validation.json
@@ -98,6 +98,15 @@
       "total": 16.86
     }
   },
+  "tests/aws/services/cloudformation/test_change_sets.py::test_describe_failed_change_set": {
+    "last_validated_date": "2025-09-09T16:22:00+00:00",
+    "durations_in_seconds": {
+      "setup": 0.89,
+      "call": 4.84,
+      "teardown": 0.15,
+      "total": 5.88
+    }
+  },
   "tests/aws/services/cloudformation/test_change_sets.py::test_dynamic_ssm_parameter_lookup": {
     "last_validated_date": "2025-08-05T22:24:46+00:00",
     "durations_in_seconds": {

From cadffb61ed872f18eae49f40e3d5fc20c4fe307f Mon Sep 17 00:00:00 2001
From: Sannya Singal <32308435+sannya-singal@users.noreply.github.com>
Date: Wed, 10 Sep 2025 14:07:17 +0530
Subject: [PATCH 193/697] Remove dependency of static error message in
 implementation coverage script (#13116)

---
 scripts/capture_notimplemented_responses.py | 12 +-----------
 1 file changed, 1 insertion(+), 11 deletions(-)

diff --git a/scripts/capture_notimplemented_responses.py b/scripts/capture_notimplemented_responses.py
index d983638207c84..9f38a64cc2df8 100644
--- a/scripts/capture_notimplemented_responses.py
+++ b/scripts/capture_notimplemented_responses.py
@@ -190,7 +190,7 @@ def map_to_notimplemented(row: RowEntry) -> bool:
     Some simple heuristics to check the API responses and classify them into implemented/notimplemented
 
     Ideally they all should behave the same way when receiving requests for not yet implemented endpoints
-    (501 with a "not yet implemented" message)
+    (501 error code and avoids relying on static "not yet implemented" error message strings)
 
     :param row: the RowEntry
     :return: True if we assume it is not implemented, False otherwise
@@ -233,16 +233,6 @@ def map_to_notimplemented(row: RowEntry) -> bool:
         and "The requested URL was not found on the server" in row.get("error_message")
     ):
         return True
-    if (
-        row["status_code"] == 501
-        and row.get("error_message") is not None
-        and "not yet implemented" in row.get("error_message", "")
-    ):
-        return True
-    if row.get("error_message") is not None and "not yet implemented" in row.get(
-        "error_message", ""
-    ):
-        return True
     if row["status_code"] == 501:
         return True
     if (

From 9395686de5f9bbc8f0379daad46e7cce2f2936aa Mon Sep 17 00:00:00 2001
From: Aiden Huynh <115724666+aidehn@users.noreply.github.com>
Date: Wed, 10 Sep 2025 12:57:25 +0100
Subject: [PATCH 194/697] S3: Support Preconditions Parameters for
 UploadPartCopy (#13105)

---
 .../localstack/services/s3/provider.py        |  13 +-
 .../localstack/services/s3/utils.py           |  40 ++
 tests/aws/services/s3/test_s3_api.py          | 505 ++++++++++++++++++
 .../aws/services/s3/test_s3_api.snapshot.json | 352 +++++++++++-
 .../services/s3/test_s3_api.validation.json   | 109 +++-
 5 files changed, 1009 insertions(+), 10 deletions(-)

diff --git a/localstack-core/localstack/services/s3/provider.py b/localstack-core/localstack/services/s3/provider.py
index f8530d9d4ccfe..b1d9a125c1f72 100644
--- a/localstack-core/localstack/services/s3/provider.py
+++ b/localstack-core/localstack/services/s3/provider.py
@@ -277,6 +277,7 @@
     get_canned_acl,
     get_class_attrs_from_spec_class,
     get_failed_precondition_copy_source,
+    get_failed_upload_part_copy_source_preconditions,
     get_full_default_bucket_location,
     get_kms_key_arn,
     get_lifecycle_rule_from_object,
@@ -2483,10 +2484,6 @@ def upload_part_copy(
         request: UploadPartCopyRequest,
     ) -> UploadPartCopyOutput:
         # TODO: handle following parameters:
-        #  CopySourceIfMatch: Optional[CopySourceIfMatch]
-        #  CopySourceIfModifiedSince: Optional[CopySourceIfModifiedSince]
-        #  CopySourceIfNoneMatch: Optional[CopySourceIfNoneMatch]
-        #  CopySourceIfUnmodifiedSince: Optional[CopySourceIfUnmodifiedSince]
         #  SSECustomerAlgorithm: Optional[SSECustomerAlgorithm]
         #  SSECustomerKey: Optional[SSECustomerKey]
         #  SSECustomerKeyMD5: Optional[SSECustomerKeyMD5]
@@ -2549,6 +2546,14 @@ def upload_part_copy(
         if source_range:
             range_data = parse_copy_source_range_header(source_range, src_s3_object.size)
 
+        if precondition := get_failed_upload_part_copy_source_preconditions(
+            request, src_s3_object.last_modified, src_s3_object.etag
+        ):
+            raise PreconditionFailed(
+                "At least one of the pre-conditions you specified did not hold",
+                Condition=precondition,
+            )
+
         s3_part = S3Part(part_number=part_number)
         if s3_multipart.checksum_algorithm:
             s3_part.checksum_algorithm = s3_multipart.checksum_algorithm
diff --git a/localstack-core/localstack/services/s3/utils.py b/localstack-core/localstack/services/s3/utils.py
index 5f6bceafa660f..54da792a0a753 100644
--- a/localstack-core/localstack/services/s3/utils.py
+++ b/localstack-core/localstack/services/s3/utils.py
@@ -50,6 +50,7 @@
     SSEKMSKeyId,
     TaggingHeader,
     TagSet,
+    UploadPartCopyRequest,
     UploadPartRequest,
 )
 from localstack.aws.api.s3 import Type as GranteeType
@@ -403,6 +404,45 @@ def parse_copy_source_range_header(copy_source_range: str, object_size: int) ->
     )
 
 
+def get_failed_upload_part_copy_source_preconditions(
+    request: UploadPartCopyRequest, last_modified: datetime.datetime, etag: ETag
+) -> str | None:
+    """
+    Utility which parses the conditions from a S3 UploadPartCopy request.
+    Note: The order in which these conditions are checked if used in conjunction matters
+
+    :param UploadPartCopyRequest request: The S3 UploadPartCopy request.
+    :param datetime last_modified: The time the source object was last modified.
+    :param ETag etag: The ETag of the source object.
+
+    :returns: The name of the failed precondition.
+    """
+    if_match = request.get("CopySourceIfMatch")
+    if_none_match = request.get("CopySourceIfNoneMatch")
+    if_unmodified_since = request.get("CopySourceIfUnmodifiedSince")
+    if_modified_since = request.get("CopySourceIfModifiedSince")
+
+    if if_match:
+        if if_match.strip('"') != etag.strip('"'):
+            return "x-amz-copy-source-If-Match"
+        if if_modified_since and if_modified_since > last_modified:
+            return "x-amz-copy-source-If-Modified-Since"
+        # CopySourceIfMatch is unaffected by CopySourceIfUnmodifiedSince so return early
+        if if_unmodified_since:
+            return None
+
+    if if_unmodified_since and if_unmodified_since < last_modified:
+        return "x-amz-copy-source-If-Unmodified-Since"
+
+    if if_none_match and if_none_match.strip('"') == etag.strip('"'):
+        return "x-amz-copy-source-If-None-Match"
+
+    if if_modified_since and last_modified < if_modified_since < datetime.datetime.now(
+        tz=_gmt_zone_info
+    ):
+        return "x-amz-copy-source-If-Modified-Since"
+
+
 def get_full_default_bucket_location(bucket_name: BucketName) -> str:
     host_definition = localstack_host()
     if host_definition.host != constants.LOCALHOST_HOSTNAME:
diff --git a/tests/aws/services/s3/test_s3_api.py b/tests/aws/services/s3/test_s3_api.py
index f4db7a43db31f..0d8eb5d0429e1 100644
--- a/tests/aws/services/s3/test_s3_api.py
+++ b/tests/aws/services/s3/test_s3_api.py
@@ -2,6 +2,7 @@
 import json
 import string
 from operator import itemgetter
+from time import sleep
 from urllib.parse import urlencode
 
 import pytest
@@ -613,6 +614,510 @@ def test_upload_part_copy_no_copy_source_range(self, aws_client, s3_bucket, snap
         list_parts = aws_client.s3.list_parts(Bucket=s3_bucket, Key=key, UploadId=upload_id)
         snapshot.match("list-parts", list_parts)
 
+    @markers.aws.validated
+    @markers.snapshot.skip_snapshot_verify(
+        paths=["$..Owner.DisplayName"],
+    )
+    def test_upload_part_copy_with_copy_source_if_match_success(
+        self, aws_client, s3_bucket, snapshot
+    ):
+        snapshot.add_transformer(
+            [
+                snapshot.transform.key_value("Bucket", reference_replacement=False),
+                snapshot.transform.key_value("Location"),
+                snapshot.transform.key_value("UploadId"),
+                snapshot.transform.key_value("DisplayName", reference_replacement=False),
+                snapshot.transform.key_value("ID", reference_replacement=False),
+                snapshot.transform.key_value("ETag"),
+            ]
+        )
+
+        # Set up the source object.
+        source_key = "source_file.txt"
+        content = "0123456789"
+        put_source_object = aws_client.s3.put_object(Bucket=s3_bucket, Key=source_key, Body=content)
+
+        # Set up the multi-part upload.
+        multi_part_upload_key = "destination_file.txt"
+        create_multipart_upload = aws_client.s3.create_multipart_upload(
+            Bucket=s3_bucket, Key=multi_part_upload_key
+        )
+        upload_id = create_multipart_upload["UploadId"]
+
+        # Uploading shouldn't raise an exception
+        upload_part_copy = aws_client.s3.upload_part_copy(
+            Bucket=s3_bucket,
+            UploadId=upload_id,
+            Key=multi_part_upload_key,
+            PartNumber=1,
+            CopySource=f"{s3_bucket}/{source_key}",
+            CopySourceIfMatch=put_source_object["ETag"],
+        )
+        snapshot.match("upload-part-copy-if-match", upload_part_copy)
+
+        # Check parts were uploaded successfully
+        list_parts = aws_client.s3.list_parts(
+            Bucket=s3_bucket, Key=multi_part_upload_key, UploadId=upload_id
+        )
+        snapshot.match("list-parts", list_parts)
+
+    @markers.aws.validated
+    @markers.snapshot.skip_snapshot_verify(
+        paths=["$..Owner.DisplayName"],
+    )
+    def test_upload_part_copy_with_copy_source_if_match_none_success(
+        self, aws_client, s3_bucket, snapshot
+    ):
+        snapshot.add_transformer(
+            [
+                snapshot.transform.key_value("Bucket", reference_replacement=False),
+                snapshot.transform.key_value("Location"),
+                snapshot.transform.key_value("UploadId"),
+                snapshot.transform.key_value("DisplayName", reference_replacement=False),
+                snapshot.transform.key_value("ID", reference_replacement=False),
+                snapshot.transform.key_value("ETag"),
+            ]
+        )
+
+        # Set up the source object.
+        source_key = "source_file.txt"
+        content = "0123456789"
+        aws_client.s3.put_object(Bucket=s3_bucket, Key=source_key, Body=content)
+
+        # Set up the multi-part upload.
+        multi_part_upload_key = "destination_file.txt"
+        create_multipart_upload = aws_client.s3.create_multipart_upload(
+            Bucket=s3_bucket, Key=multi_part_upload_key
+        )
+        upload_id = create_multipart_upload["UploadId"]
+
+        # Uploading shouldn't raise an exception
+        upload_part_copy = aws_client.s3.upload_part_copy(
+            Bucket=s3_bucket,
+            UploadId=upload_id,
+            Key=multi_part_upload_key,
+            PartNumber=1,
+            CopySource=f"{s3_bucket}/{source_key}",
+            CopySourceIfNoneMatch="none-match",
+        )
+        snapshot.match("upload-part-copy-if-none-match", upload_part_copy)
+
+        # Check parts were uploaded successfully
+        list_parts = aws_client.s3.list_parts(
+            Bucket=s3_bucket, Key=multi_part_upload_key, UploadId=upload_id
+        )
+        snapshot.match("list-parts", list_parts)
+
+    @markers.aws.validated
+    @markers.snapshot.skip_snapshot_verify(
+        paths=["$..Owner.DisplayName"],
+    )
+    def test_upload_part_copy_with_copy_source_if_unmodified_since_success(
+        self, aws_client, s3_bucket, snapshot
+    ):
+        snapshot.add_transformer(
+            [
+                snapshot.transform.key_value("Bucket", reference_replacement=False),
+                snapshot.transform.key_value("Location"),
+                snapshot.transform.key_value("UploadId"),
+                snapshot.transform.key_value("DisplayName", reference_replacement=False),
+                snapshot.transform.key_value("ID", reference_replacement=False),
+                snapshot.transform.key_value("ETag"),
+            ]
+        )
+
+        # Set up the source object.
+        source_key = "source_file.txt"
+        content = "0123456789"
+        aws_client.s3.put_object(Bucket=s3_bucket, Key=source_key, Body=content)
+
+        # Set up the multi-part upload.
+        multi_part_upload_key = "destination_file.txt"
+        create_multipart_upload = aws_client.s3.create_multipart_upload(
+            Bucket=s3_bucket, Key=multi_part_upload_key
+        )
+        upload_id = create_multipart_upload["UploadId"]
+
+        # Uploading shouldn't raise an exception
+        later_datetime = datetime.datetime.now(tz=datetime.UTC) + datetime.timedelta(days=1)
+        upload_part_copy = aws_client.s3.upload_part_copy(
+            Bucket=s3_bucket,
+            UploadId=upload_id,
+            Key=multi_part_upload_key,
+            PartNumber=1,
+            CopySource=f"{s3_bucket}/{source_key}",
+            CopySourceIfUnmodifiedSince=later_datetime,
+        )
+        snapshot.match("upload-part-copy-if-unmodified-since", upload_part_copy)
+
+        # Check parts were uploaded successfully
+        list_parts = aws_client.s3.list_parts(
+            Bucket=s3_bucket, Key=multi_part_upload_key, UploadId=upload_id
+        )
+        snapshot.match("list-parts", list_parts)
+
+    @markers.aws.validated
+    @markers.snapshot.skip_snapshot_verify(
+        paths=["$..Owner.DisplayName"],
+    )
+    def test_upload_part_copy_with_copy_source_if_modified_since_success(
+        self, aws_client, s3_bucket, snapshot
+    ):
+        snapshot.add_transformer(
+            [
+                snapshot.transform.key_value("Bucket", reference_replacement=False),
+                snapshot.transform.key_value("Location"),
+                snapshot.transform.key_value("UploadId"),
+                snapshot.transform.key_value("DisplayName", reference_replacement=False),
+                snapshot.transform.key_value("ID", reference_replacement=False),
+                snapshot.transform.key_value("ETag"),
+            ]
+        )
+
+        # Set up the source object.
+        source_key = "source_file.txt"
+        content = "0123456789"
+        aws_client.s3.put_object(Bucket=s3_bucket, Key=source_key, Body=content)
+
+        # Set up the multi-part upload.
+        multi_part_upload_key = "destination_file.txt"
+        create_multipart_upload = aws_client.s3.create_multipart_upload(
+            Bucket=s3_bucket, Key=multi_part_upload_key
+        )
+        upload_id = create_multipart_upload["UploadId"]
+
+        # Uploading shouldn't raise an exception
+        earlier_datetime = datetime.datetime.now(tz=datetime.UTC) - datetime.timedelta(days=1)
+        upload_part_copy = aws_client.s3.upload_part_copy(
+            Bucket=s3_bucket,
+            UploadId=upload_id,
+            Key=multi_part_upload_key,
+            PartNumber=1,
+            CopySource=f"{s3_bucket}/{source_key}",
+            CopySourceIfModifiedSince=earlier_datetime,
+        )
+        snapshot.match("upload-part-copy-if-modified-since", upload_part_copy)
+
+        # Check parts were uploaded successfully
+        list_parts = aws_client.s3.list_parts(
+            Bucket=s3_bucket, Key=multi_part_upload_key, UploadId=upload_id
+        )
+        snapshot.match("list-parts", list_parts)
+
+    @markers.aws.validated
+    @markers.snapshot.skip_snapshot_verify(
+        paths=["$..Owner.DisplayName"],
+    )
+    def test_upload_part_copy_with_copy_source_if_modified_since_in_future_success(
+        self, aws_client, s3_bucket, snapshot
+    ):
+        """
+        Providing CopyIfModifiedSince with a datetime which is in the future will always pass (even though it evaluates to false). This is AWS defined behaviour.
+        """
+        snapshot.add_transformer(
+            [
+                snapshot.transform.key_value("Bucket", reference_replacement=False),
+                snapshot.transform.key_value("Location"),
+                snapshot.transform.key_value("UploadId"),
+                snapshot.transform.key_value("DisplayName", reference_replacement=False),
+                snapshot.transform.key_value("ID", reference_replacement=False),
+                snapshot.transform.key_value("ETag"),
+            ]
+        )
+
+        # Set up the source object.
+        source_key = "source_file.txt"
+        content = "0123456789"
+        aws_client.s3.put_object(Bucket=s3_bucket, Key=source_key, Body=content)
+
+        # Set up the multi-part upload.
+        multi_part_upload_key = "destination_file.txt"
+        create_multipart_upload = aws_client.s3.create_multipart_upload(
+            Bucket=s3_bucket, Key=multi_part_upload_key
+        )
+        upload_id = create_multipart_upload["UploadId"]
+
+        # Uploading shouldn't raise an exception
+        later_datetime = datetime.datetime.now(tz=datetime.UTC) + datetime.timedelta(days=1)
+        upload_part_copy = aws_client.s3.upload_part_copy(
+            Bucket=s3_bucket,
+            UploadId=upload_id,
+            Key=multi_part_upload_key,
+            PartNumber=1,
+            CopySource=f"{s3_bucket}/{source_key}",
+            CopySourceIfModifiedSince=later_datetime,
+        )
+        snapshot.match("upload-part-copy-if-modified-since-in-future", upload_part_copy)
+
+        # Check parts were uploaded successfully
+        list_parts = aws_client.s3.list_parts(
+            Bucket=s3_bucket, Key=multi_part_upload_key, UploadId=upload_id
+        )
+        snapshot.match("list-parts", list_parts)
+
+    @markers.aws.validated
+    def test_upload_part_copy_with_copy_source_if_match_failed(
+        self, aws_client, s3_bucket, snapshot
+    ):
+        """
+        Providing CopySourceIfMatch with an ETag which doesn't match with the specified source key ETag should fail.
+        """
+        snapshot.add_transformer(
+            [
+                snapshot.transform.key_value("Bucket", reference_replacement=False),
+                snapshot.transform.key_value("Location"),
+                snapshot.transform.key_value("UploadId"),
+                snapshot.transform.key_value("DisplayName", reference_replacement=False),
+                snapshot.transform.key_value("ID", reference_replacement=False),
+                snapshot.transform.key_value("ETag"),
+            ]
+        )
+
+        # Set up the source object.
+        source_key = "source_file.txt"
+        content = "0123456789"
+        aws_client.s3.put_object(Bucket=s3_bucket, Key=source_key, Body=content)
+
+        # Set up the multi-part upload.
+        multi_part_upload_key = "destination_file.txt"
+        create_multipart_upload = aws_client.s3.create_multipart_upload(
+            Bucket=s3_bucket, Key=multi_part_upload_key
+        )
+        upload_id = create_multipart_upload["UploadId"]
+
+        with pytest.raises(ClientError) as error:
+            aws_client.s3.upload_part_copy(
+                Bucket=s3_bucket,
+                UploadId=upload_id,
+                Key=multi_part_upload_key,
+                PartNumber=1,
+                CopySource=f"{s3_bucket}/{source_key}",
+                CopySourceIfMatch="not-matching",
+            )
+        snapshot.match("upload-part-copy-source-if-match", error.value.response)
+
+    @markers.aws.validated
+    def test_upload_part_copy_with_copy_source_if_none_match_failed(
+        self, aws_client, s3_bucket, snapshot
+    ):
+        """
+        Providing CopySourceIfNoneMatch with an ETag which does match with the specified source key ETag should fail.
+        """
+        snapshot.add_transformer(
+            [
+                snapshot.transform.key_value("Bucket", reference_replacement=False),
+                snapshot.transform.key_value("Location"),
+                snapshot.transform.key_value("UploadId"),
+                snapshot.transform.key_value("DisplayName", reference_replacement=False),
+                snapshot.transform.key_value("ID", reference_replacement=False),
+                snapshot.transform.key_value("ETag"),
+            ]
+        )
+
+        # Set up the source object.
+        source_key = "source_file.txt"
+        content = "0123456789"
+        put_source_object = aws_client.s3.put_object(Bucket=s3_bucket, Key=source_key, Body=content)
+
+        # Set up the multi-part upload.
+        multi_part_upload_key = "destination_file.txt"
+        create_multipart_upload = aws_client.s3.create_multipart_upload(
+            Bucket=s3_bucket, Key=multi_part_upload_key
+        )
+        upload_id = create_multipart_upload["UploadId"]
+
+        with pytest.raises(ClientError) as error:
+            # Provide the correct ETag to cause a failure
+            aws_client.s3.upload_part_copy(
+                Bucket=s3_bucket,
+                UploadId=upload_id,
+                Key=multi_part_upload_key,
+                PartNumber=1,
+                CopySource=f"{s3_bucket}/{source_key}",
+                CopySourceIfNoneMatch=put_source_object["ETag"],
+            )
+        snapshot.match("upload-part-copy-source-if-none-match", error.value.response)
+
+    @markers.aws.validated
+    def test_upload_part_copy_with_copy_source_if_unmodified_since_match_failed(
+        self, aws_client, s3_bucket, snapshot
+    ):
+        """
+        Providing CopySourceIfUnmodifiedSince with a datetime where the object has been modified since this datetime should fail.
+        """
+        snapshot.add_transformer(
+            [
+                snapshot.transform.key_value("Bucket", reference_replacement=False),
+                snapshot.transform.key_value("Location"),
+                snapshot.transform.key_value("UploadId"),
+                snapshot.transform.key_value("DisplayName", reference_replacement=False),
+                snapshot.transform.key_value("ID", reference_replacement=False),
+                snapshot.transform.key_value("ETag"),
+            ]
+        )
+
+        # Set up the source object.
+        source_key = "source_file.txt"
+        content = "0123456789"
+        aws_client.s3.put_object(Bucket=s3_bucket, Key=source_key, Body=content)
+
+        # Set up the multi-part upload.
+        multi_part_upload_key = "destination_file.txt"
+        create_multipart_upload = aws_client.s3.create_multipart_upload(
+            Bucket=s3_bucket, Key=multi_part_upload_key
+        )
+        upload_id = create_multipart_upload["UploadId"]
+
+        earlier_datetime = datetime.datetime.now(tz=datetime.UTC) - datetime.timedelta(days=1)
+        with pytest.raises(ClientError) as error:
+            # Provide a time earler than it's last modified time which should fail.
+            aws_client.s3.upload_part_copy(
+                Bucket=s3_bucket,
+                UploadId=upload_id,
+                Key=multi_part_upload_key,
+                PartNumber=1,
+                CopySource=f"{s3_bucket}/{source_key}",
+                CopySourceIfUnmodifiedSince=earlier_datetime,
+            )
+        snapshot.match("upload-part-copy-source-unmodified-since-match", error.value.response)
+
+    @markers.aws.validated
+    @markers.snapshot.skip_snapshot_verify(
+        paths=["$..Owner.DisplayName"],
+    )
+    def test_upload_part_copy_with_copy_source_if_match_and_if_unmodified_since_match(
+        self, aws_client, s3_bucket, snapshot
+    ):
+        """
+        If CopySourceIfMatch is provided with CopySourceIfUnmodifiedSince it should proceed even if the latter evaluates to false.
+        See documentation: https://docs.aws.amazon.com/AmazonS3/latest/API/API_UploadPartCopy.html
+        """
+        snapshot.add_transformer(
+            [
+                snapshot.transform.key_value("Bucket", reference_replacement=False),
+                snapshot.transform.key_value("Location"),
+                snapshot.transform.key_value("UploadId"),
+                snapshot.transform.key_value("DisplayName", reference_replacement=False),
+                snapshot.transform.key_value("ID", reference_replacement=False),
+                snapshot.transform.key_value("ETag"),
+            ]
+        )
+
+        # Set up the source object.
+        source_key = "source_file.txt"
+        content = "0123456789"
+        put_source_object = aws_client.s3.put_object(Bucket=s3_bucket, Key=source_key, Body=content)
+
+        # Set up the multi-part upload.
+        multi_part_upload_key = "destination_file.txt"
+        create_multipart_upload = aws_client.s3.create_multipart_upload(
+            Bucket=s3_bucket, Key=multi_part_upload_key
+        )
+        upload_id = create_multipart_upload["UploadId"]
+
+        # Uploading shouldn't raise an exception
+        earlier_datetime = datetime.datetime.now(tz=datetime.UTC) - datetime.timedelta(days=1)
+        upload_part_copy = aws_client.s3.upload_part_copy(
+            Bucket=s3_bucket,
+            UploadId=upload_id,
+            Key=multi_part_upload_key,
+            PartNumber=1,
+            CopySource=f"{s3_bucket}/{source_key}",
+            CopySourceIfMatch=put_source_object["ETag"],
+            CopySourceIfUnmodifiedSince=earlier_datetime,
+        )
+        snapshot.match("upload-part-copy", upload_part_copy)
+
+        # Check parts were uploaded successfully
+        list_parts = aws_client.s3.list_parts(
+            Bucket=s3_bucket, Key=multi_part_upload_key, UploadId=upload_id
+        )
+        snapshot.match("list-parts", list_parts)
+
+    @markers.aws.validated
+    def test_upload_part_copy_with_copy_source_if_none_match_and_if_unmodified_since_match_failed(
+        self, aws_client, s3_bucket, snapshot
+    ):
+        """
+        If CopySourceIfNoneMatch evaluates to true, we should fail if CopySourceIfUnmodifiedSince evaluates to false.
+        """
+        snapshot.add_transformer(
+            [
+                snapshot.transform.key_value("Bucket", reference_replacement=False),
+                snapshot.transform.key_value("Location"),
+                snapshot.transform.key_value("UploadId"),
+                snapshot.transform.key_value("DisplayName", reference_replacement=False),
+                snapshot.transform.key_value("ID", reference_replacement=False),
+                snapshot.transform.key_value("ETag"),
+            ]
+        )
+
+        # Set up the source object.
+        source_key = "source_file.txt"
+        content = "0123456789"
+        aws_client.s3.put_object(Bucket=s3_bucket, Key=source_key, Body=content)
+
+        # Set up the multi-part upload.
+        multi_part_upload_key = "destination_file.txt"
+        create_multipart_upload = aws_client.s3.create_multipart_upload(
+            Bucket=s3_bucket, Key=multi_part_upload_key
+        )
+        upload_id = create_multipart_upload["UploadId"]
+
+        earlier_datetime = datetime.datetime.now(tz=datetime.UTC) - datetime.timedelta(days=1)
+        with pytest.raises(ClientError) as error:
+            aws_client.s3.upload_part_copy(
+                Bucket=s3_bucket,
+                UploadId=upload_id,
+                Key=multi_part_upload_key,
+                PartNumber=1,
+                CopySource=f"{s3_bucket}/{source_key}",
+                CopySourceIfNoneMatch="not-matching",
+                CopySourceIfUnmodifiedSince=earlier_datetime,
+            )
+        snapshot.match(
+            "upload-part-copy-source-unmodified-since-and-if-none-match", error.value.response
+        )
+
+    @markers.aws.validated
+    def test_upload_part_copy_with_if_modified_since_failed(self, aws_client, s3_bucket, snapshot):
+        snapshot.add_transformer(
+            [
+                snapshot.transform.key_value("Bucket", reference_replacement=False),
+                snapshot.transform.key_value("Location"),
+                snapshot.transform.key_value("UploadId"),
+                snapshot.transform.key_value("DisplayName", reference_replacement=False),
+                snapshot.transform.key_value("ID", reference_replacement=False),
+                snapshot.transform.key_value("ETag"),
+            ]
+        )
+
+        # Set up the source object.
+        source_key = "source_file.txt"
+        content = "0123456789"
+        aws_client.s3.put_object(Bucket=s3_bucket, Key=source_key, Body=content)
+
+        # Set up the multi-part upload.
+        multi_part_upload_key = "destination_file.txt"
+        create_multipart_upload = aws_client.s3.create_multipart_upload(
+            Bucket=s3_bucket, Key=multi_part_upload_key
+        )
+        upload_id = create_multipart_upload["UploadId"]
+
+        # Don't do this, but required for behaviour with CopySourceIfModifiedSince which will pass if a future time is provided.
+        sleep(1)
+
+        with pytest.raises(ClientError) as error:
+            aws_client.s3.upload_part_copy(
+                Bucket=s3_bucket,
+                UploadId=upload_id,
+                Key=multi_part_upload_key,
+                PartNumber=1,
+                CopySource=f"{s3_bucket}/{source_key}",
+                CopySourceIfModifiedSince=datetime.datetime.now(tz=datetime.UTC),
+            )
+        snapshot.match("upload-part-copy-source-modified-since-match", error.value.response)
+
 
 class TestS3BucketVersioning:
     @markers.aws.validated
diff --git a/tests/aws/services/s3/test_s3_api.snapshot.json b/tests/aws/services/s3/test_s3_api.snapshot.json
index 459c91ebcaa36..a2402512fb476 100644
--- a/tests/aws/services/s3/test_s3_api.snapshot.json
+++ b/tests/aws/services/s3/test_s3_api.snapshot.json
@@ -4762,7 +4762,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketObjectTagging::test_put_bucket_tagging_none_value": {
-    "recorded-date": "02-09-2025, 22:48:59",
+    "recorded-date": "05-09-2025, 11:35:52",
     "recorded-content": {
       "put-bucket-tags-origin": {
         "ResponseMetadata": {
@@ -4788,5 +4788,355 @@
         }
       }
     }
+  },
+  "tests/aws/services/s3/test_s3_api.py::TestS3Multipart::test_upload_part_copy_with_copy_source_if_match_and_if_unmodified_since_match": {
+    "recorded-date": "06-09-2025, 09:23:25",
+    "recorded-content": {
+      "upload-part-copy": {
+        "CopyPartResult": {
+          "ETag": "<e-tag:1>",
+          "LastModified": "datetime"
+        },
+        "ServerSideEncryption": "AES256",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "list-parts": {
+        "Bucket": "bucket",
+        "Initiator": {
+          "DisplayName": "display-name",
+          "ID": "i-d"
+        },
+        "IsTruncated": false,
+        "Key": "destination_file.txt",
+        "MaxParts": 1000,
+        "NextPartNumberMarker": 1,
+        "Owner": {
+          "ID": "i-d"
+        },
+        "PartNumberMarker": 0,
+        "Parts": [
+          {
+            "ETag": "<e-tag:1>",
+            "LastModified": "datetime",
+            "PartNumber": 1,
+            "Size": 10
+          }
+        ],
+        "StorageClass": "STANDARD",
+        "UploadId": "<upload-id:1>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/s3/test_s3_api.py::TestS3Multipart::test_upload_part_copy_with_copy_source_if_none_match_and_if_unmodified_since_match_failed": {
+    "recorded-date": "06-09-2025, 09:24:36",
+    "recorded-content": {
+      "upload-part-copy-source-unmodified-since-and-if-none-match": {
+        "Error": {
+          "Code": "PreconditionFailed",
+          "Condition": "x-amz-copy-source-If-Unmodified-Since",
+          "Message": "At least one of the pre-conditions you specified did not hold"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 412
+        }
+      }
+    }
+  },
+  "tests/aws/services/s3/test_s3_api.py::TestS3Multipart::test_upload_part_copy_with_if_modified_since_failed": {
+    "recorded-date": "06-09-2025, 09:24:51",
+    "recorded-content": {
+      "upload-part-copy-source-modified-since-match": {
+        "Error": {
+          "Code": "PreconditionFailed",
+          "Condition": "x-amz-copy-source-If-Modified-Since",
+          "Message": "At least one of the pre-conditions you specified did not hold"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 412
+        }
+      }
+    }
+  },
+  "tests/aws/services/s3/test_s3_api.py::TestS3Multipart::test_upload_part_copy_with_copy_source_if_match_failed": {
+    "recorded-date": "06-09-2025, 09:22:26",
+    "recorded-content": {
+      "upload-part-copy-source-if-match": {
+        "Error": {
+          "Code": "PreconditionFailed",
+          "Condition": "x-amz-copy-source-If-Match",
+          "Message": "At least one of the pre-conditions you specified did not hold"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 412
+        }
+      }
+    }
+  },
+  "tests/aws/services/s3/test_s3_api.py::TestS3Multipart::test_upload_part_copy_with_copy_source_if_none_match_failed": {
+    "recorded-date": "06-09-2025, 09:22:50",
+    "recorded-content": {
+      "upload-part-copy-source-if-none-match": {
+        "Error": {
+          "Code": "PreconditionFailed",
+          "Condition": "x-amz-copy-source-If-None-Match",
+          "Message": "At least one of the pre-conditions you specified did not hold"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 412
+        }
+      }
+    }
+  },
+  "tests/aws/services/s3/test_s3_api.py::TestS3Multipart::test_upload_part_copy_with_copy_source_if_unmodified_since_match_failed": {
+    "recorded-date": "06-09-2025, 09:23:12",
+    "recorded-content": {
+      "upload-part-copy-source-unmodified-since-match": {
+        "Error": {
+          "Code": "PreconditionFailed",
+          "Condition": "x-amz-copy-source-If-Unmodified-Since",
+          "Message": "At least one of the pre-conditions you specified did not hold"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 412
+        }
+      }
+    }
+  },
+  "tests/aws/services/s3/test_s3_api.py::TestS3Multipart::test_upload_part_copy_with_copy_source_if_match_success": {
+    "recorded-date": "06-09-2025, 09:36:51",
+    "recorded-content": {
+      "upload-part-copy-if-match": {
+        "CopyPartResult": {
+          "ETag": "<e-tag:1>",
+          "LastModified": "datetime"
+        },
+        "ServerSideEncryption": "AES256",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "list-parts": {
+        "Bucket": "bucket",
+        "Initiator": {
+          "DisplayName": "display-name",
+          "ID": "i-d"
+        },
+        "IsTruncated": false,
+        "Key": "destination_file.txt",
+        "MaxParts": 1000,
+        "NextPartNumberMarker": 1,
+        "Owner": {
+          "ID": "i-d"
+        },
+        "PartNumberMarker": 0,
+        "Parts": [
+          {
+            "ETag": "<e-tag:1>",
+            "LastModified": "datetime",
+            "PartNumber": 1,
+            "Size": 10
+          }
+        ],
+        "StorageClass": "STANDARD",
+        "UploadId": "<upload-id:1>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/s3/test_s3_api.py::TestS3Multipart::test_upload_part_copy_with_copy_source_if_match_none_success": {
+    "recorded-date": "06-09-2025, 09:39:55",
+    "recorded-content": {
+      "upload-part-copy-if-none-match": {
+        "CopyPartResult": {
+          "ETag": "<e-tag:1>",
+          "LastModified": "datetime"
+        },
+        "ServerSideEncryption": "AES256",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "list-parts": {
+        "Bucket": "bucket",
+        "Initiator": {
+          "DisplayName": "display-name",
+          "ID": "i-d"
+        },
+        "IsTruncated": false,
+        "Key": "destination_file.txt",
+        "MaxParts": 1000,
+        "NextPartNumberMarker": 1,
+        "Owner": {
+          "ID": "i-d"
+        },
+        "PartNumberMarker": 0,
+        "Parts": [
+          {
+            "ETag": "<e-tag:1>",
+            "LastModified": "datetime",
+            "PartNumber": 1,
+            "Size": 10
+          }
+        ],
+        "StorageClass": "STANDARD",
+        "UploadId": "<upload-id:1>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/s3/test_s3_api.py::TestS3Multipart::test_upload_part_copy_with_copy_source_if_unmodified_since_success": {
+    "recorded-date": "06-09-2025, 09:47:30",
+    "recorded-content": {
+      "upload-part-copy-if-unmodified-since": {
+        "CopyPartResult": {
+          "ETag": "<e-tag:1>",
+          "LastModified": "datetime"
+        },
+        "ServerSideEncryption": "AES256",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "list-parts": {
+        "Bucket": "bucket",
+        "Initiator": {
+          "DisplayName": "display-name",
+          "ID": "i-d"
+        },
+        "IsTruncated": false,
+        "Key": "destination_file.txt",
+        "MaxParts": 1000,
+        "NextPartNumberMarker": 1,
+        "Owner": {
+          "ID": "i-d"
+        },
+        "PartNumberMarker": 0,
+        "Parts": [
+          {
+            "ETag": "<e-tag:1>",
+            "LastModified": "datetime",
+            "PartNumber": 1,
+            "Size": 10
+          }
+        ],
+        "StorageClass": "STANDARD",
+        "UploadId": "<upload-id:1>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/s3/test_s3_api.py::TestS3Multipart::test_upload_part_copy_with_copy_source_if_modified_since_success": {
+    "recorded-date": "06-09-2025, 10:07:29",
+    "recorded-content": {
+      "upload-part-copy-if-modified-since": {
+        "CopyPartResult": {
+          "ETag": "<e-tag:1>",
+          "LastModified": "datetime"
+        },
+        "ServerSideEncryption": "AES256",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "list-parts": {
+        "Bucket": "bucket",
+        "Initiator": {
+          "DisplayName": "display-name",
+          "ID": "i-d"
+        },
+        "IsTruncated": false,
+        "Key": "destination_file.txt",
+        "MaxParts": 1000,
+        "NextPartNumberMarker": 1,
+        "Owner": {
+          "ID": "i-d"
+        },
+        "PartNumberMarker": 0,
+        "Parts": [
+          {
+            "ETag": "<e-tag:1>",
+            "LastModified": "datetime",
+            "PartNumber": 1,
+            "Size": 10
+          }
+        ],
+        "StorageClass": "STANDARD",
+        "UploadId": "<upload-id:1>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/s3/test_s3_api.py::TestS3Multipart::test_upload_part_copy_with_copy_source_if_modified_since_in_future_success": {
+    "recorded-date": "06-09-2025, 10:20:23",
+    "recorded-content": {
+      "upload-part-copy-if-modified-since-in-future": {
+        "CopyPartResult": {
+          "ETag": "<e-tag:1>",
+          "LastModified": "datetime"
+        },
+        "ServerSideEncryption": "AES256",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "list-parts": {
+        "Bucket": "bucket",
+        "Initiator": {
+          "DisplayName": "display-name",
+          "ID": "i-d"
+        },
+        "IsTruncated": false,
+        "Key": "destination_file.txt",
+        "MaxParts": 1000,
+        "NextPartNumberMarker": 1,
+        "Owner": {
+          "ID": "i-d"
+        },
+        "PartNumberMarker": 0,
+        "Parts": [
+          {
+            "ETag": "<e-tag:1>",
+            "LastModified": "datetime",
+            "PartNumber": 1,
+            "Size": 10
+          }
+        ],
+        "StorageClass": "STANDARD",
+        "UploadId": "<upload-id:1>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/s3/test_s3_api.validation.json b/tests/aws/services/s3/test_s3_api.validation.json
index 9512c6f7ff4cb..0b7c42d54b1b8 100644
--- a/tests/aws/services/s3/test_s3_api.validation.json
+++ b/tests/aws/services/s3/test_s3_api.validation.json
@@ -69,12 +69,12 @@
     "last_validated_date": "2025-01-21T18:11:22+00:00"
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketObjectTagging::test_put_bucket_tagging_none_value": {
-    "last_validated_date": "2025-09-02T22:49:00+00:00",
+    "last_validated_date": "2025-09-05T11:35:52+00:00",
     "durations_in_seconds": {
-      "setup": 1.12,
-      "call": 0.8,
-      "teardown": 0.64,
-      "total": 2.56
+      "setup": 0.96,
+      "call": 0.77,
+      "teardown": 0.56,
+      "total": 2.29
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketObjectTagging::test_put_object_tagging_none_value": {
@@ -188,6 +188,105 @@
       "total": 7.84
     }
   },
+  "tests/aws/services/s3/test_s3_api.py::TestS3Multipart::test_upload_part_copy_with_copy_source_if_match_and_if_unmodified_since_match": {
+    "last_validated_date": "2025-09-06T09:23:26+00:00",
+    "durations_in_seconds": {
+      "setup": 0.88,
+      "call": 0.21,
+      "teardown": 0.66,
+      "total": 1.75
+    }
+  },
+  "tests/aws/services/s3/test_s3_api.py::TestS3Multipart::test_upload_part_copy_with_copy_source_if_match_failed": {
+    "last_validated_date": "2025-09-06T09:22:26+00:00",
+    "durations_in_seconds": {
+      "setup": 1.06,
+      "call": 0.16,
+      "teardown": 0.54,
+      "total": 1.76
+    }
+  },
+  "tests/aws/services/s3/test_s3_api.py::TestS3Multipart::test_upload_part_copy_with_copy_source_if_match_none_success": {
+    "last_validated_date": "2025-09-06T09:39:55+00:00",
+    "durations_in_seconds": {
+      "setup": 0.95,
+      "call": 0.2,
+      "teardown": 0.62,
+      "total": 1.77
+    }
+  },
+  "tests/aws/services/s3/test_s3_api.py::TestS3Multipart::test_upload_part_copy_with_copy_source_if_match_success": {
+    "last_validated_date": "2025-09-06T09:36:51+00:00",
+    "durations_in_seconds": {
+      "setup": 0.96,
+      "call": 0.21,
+      "teardown": 0.68,
+      "total": 1.85
+    }
+  },
+  "tests/aws/services/s3/test_s3_api.py::TestS3Multipart::test_upload_part_copy_with_copy_source_if_modified_since_in_future_success": {
+    "last_validated_date": "2025-09-06T10:20:24+00:00",
+    "durations_in_seconds": {
+      "setup": 0.97,
+      "call": 0.27,
+      "teardown": 0.74,
+      "total": 1.98
+    }
+  },
+  "tests/aws/services/s3/test_s3_api.py::TestS3Multipart::test_upload_part_copy_with_copy_source_if_modified_since_success": {
+    "last_validated_date": "2025-09-06T10:07:29+00:00",
+    "durations_in_seconds": {
+      "setup": 0.92,
+      "call": 0.29,
+      "teardown": 0.72,
+      "total": 1.93
+    }
+  },
+  "tests/aws/services/s3/test_s3_api.py::TestS3Multipart::test_upload_part_copy_with_copy_source_if_none_match_and_if_unmodified_since_match_failed": {
+    "last_validated_date": "2025-09-06T09:24:37+00:00",
+    "durations_in_seconds": {
+      "setup": 0.95,
+      "call": 0.15,
+      "teardown": 0.56,
+      "total": 1.66
+    }
+  },
+  "tests/aws/services/s3/test_s3_api.py::TestS3Multipart::test_upload_part_copy_with_copy_source_if_none_match_failed": {
+    "last_validated_date": "2025-09-06T09:22:51+00:00",
+    "durations_in_seconds": {
+      "setup": 0.87,
+      "call": 0.14,
+      "teardown": 0.51,
+      "total": 1.52
+    }
+  },
+  "tests/aws/services/s3/test_s3_api.py::TestS3Multipart::test_upload_part_copy_with_copy_source_if_unmodified_since_match_failed": {
+    "last_validated_date": "2025-09-06T09:23:12+00:00",
+    "durations_in_seconds": {
+      "setup": 1.0,
+      "call": 0.15,
+      "teardown": 0.57,
+      "total": 1.72
+    }
+  },
+  "tests/aws/services/s3/test_s3_api.py::TestS3Multipart::test_upload_part_copy_with_copy_source_if_unmodified_since_success": {
+    "last_validated_date": "2025-09-06T09:47:31+00:00",
+    "durations_in_seconds": {
+      "setup": 1.09,
+      "call": 0.2,
+      "teardown": 0.61,
+      "total": 1.9
+    }
+  },
+  "tests/aws/services/s3/test_s3_api.py::TestS3Multipart::test_upload_part_copy_with_if_modified_since_failed": {
+    "last_validated_date": "2025-09-06T09:24:52+00:00",
+    "durations_in_seconds": {
+      "setup": 0.96,
+      "call": 1.16,
+      "teardown": 0.68,
+      "total": 2.8
+    }
+  },
   "tests/aws/services/s3/test_s3_api.py::TestS3ObjectCRUD::test_delete_object": {
     "last_validated_date": "2025-01-21T18:09:31+00:00"
   },

From 443b2893a90c38cec3f79f34f986c4e1e1c648f1 Mon Sep 17 00:00:00 2001
From: Anastasia Dusak <61540676+k-a-il@users.noreply.github.com>
Date: Wed, 10 Sep 2025 14:55:43 +0200
Subject: [PATCH 195/697] IaC: log warning about change of
 CFN_IGNORE_UNSUPPORTED_RESOURCE_TYPES only if variable is not explicitly set
 (#13118)

---
 .../engine/v2/change_set_model_executor.py         | 14 ++++++--------
 1 file changed, 6 insertions(+), 8 deletions(-)

diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py
index 146422623d58a..dcc8be4508716 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py
@@ -1,5 +1,6 @@
 import copy
 import logging
+import os
 import re
 import uuid
 from collections.abc import Callable
@@ -515,14 +516,11 @@ def _execute_resource_action(
                 resource_type,
                 f'No resource provider found for "{resource_type}"',
             )
-            LOG.warning(
-                "Deployment of resource type %s successful due to config CFN_IGNORE_UNSUPPORTED_RESOURCE_TYPES",
-                resource_type,
-            )
-            LOG.warning(
-                "Deployment of resource type %s will fail in upcoming LocalStack releases unless CFN_IGNORE_UNSUPPORTED_RESOURCE_TYPES is explicitly enabled.",
-                resource_type,
-            )
+            if "CFN_IGNORE_UNSUPPORTED_RESOURCE_TYPES" not in os.environ:
+                LOG.warning(
+                    "Deployment of resource type %s succeeded, but will fail in upcoming LocalStack releases unless CFN_IGNORE_UNSUPPORTED_RESOURCE_TYPES is explicitly enabled.",
+                    resource_type,
+                )
             event = ProgressEvent(
                 OperationStatus.SUCCESS,
                 resource_model={},

From e3b4f46351067d31adf46642287491e7e805fd4f Mon Sep 17 00:00:00 2001
From: Mateusz Kiersnowski <82416937+Ganji00@users.noreply.github.com>
Date: Wed, 10 Sep 2025 15:58:00 +0200
Subject: [PATCH 196/697] KMS: AWS-compliant validation for multi-region key
 replication (#13102)

---
 .../localstack/services/kms/provider.py       | 19 ++++++++---
 .../testing/snapshots/transformer_utility.py  |  5 +++
 tests/aws/services/kms/test_kms.py            | 32 +++++++++++++++++++
 tests/aws/services/kms/test_kms.snapshot.json | 22 +++++++++++--
 .../aws/services/kms/test_kms.validation.json | 17 +++++++++-
 5 files changed, 86 insertions(+), 9 deletions(-)

diff --git a/localstack-core/localstack/services/kms/provider.py b/localstack-core/localstack/services/kms/provider.py
index 9f9c8f6d32236..be5abc2728832 100644
--- a/localstack-core/localstack/services/kms/provider.py
+++ b/localstack-core/localstack/services/kms/provider.py
@@ -85,6 +85,7 @@
     MacAlgorithmSpec,
     MarkerType,
     MultiRegionKey,
+    MultiRegionKeyType,
     NotFoundException,
     NullableBooleanType,
     OriginType,
@@ -490,24 +491,32 @@ def replicate_key(
         self, context: RequestContext, request: ReplicateKeyRequest
     ) -> ReplicateKeyResponse:
         account_id = context.account_id
-        key = self._get_kms_key(account_id, context.region, request.get("KeyId"))
-        key_id = key.metadata.get("KeyId")
-        if not key.metadata.get("MultiRegion"):
+        primary_key = self._get_kms_key(account_id, context.region, request.get("KeyId"))
+        key_id = primary_key.metadata.get("KeyId")
+        key_arn = primary_key.metadata.get("Arn")
+        if not primary_key.metadata.get("MultiRegion"):
             raise UnsupportedOperationException(
                 f"Unable to replicate a non-MultiRegion key {key_id}"
             )
         replica_region = request.get("ReplicaRegion")
         replicate_to_store = kms_stores[account_id][replica_region]
+
+        if (
+            primary_key.metadata.get("MultiRegionConfiguration", {}).get("MultiRegionKeyType")
+            != MultiRegionKeyType.PRIMARY
+        ):
+            raise UnsupportedOperationException(f"{key_arn} is not a multi-region primary key.")
+
         if key_id in replicate_to_store.keys:
             raise AlreadyExistsException(
                 f"Unable to replicate key {key_id} to region {replica_region}, as the key "
                 f"already exist there"
             )
-        replica_key = copy.deepcopy(key)
+        replica_key = copy.deepcopy(primary_key)
         replica_key.replicate_metadata(request, account_id, replica_region)
         replicate_to_store.keys[key_id] = replica_key
 
-        self.update_primary_key_with_replica_keys(key, replica_key, replica_region)
+        self.update_primary_key_with_replica_keys(primary_key, replica_key, replica_region)
 
         return ReplicateKeyResponse(ReplicaKeyMetadata=replica_key.metadata)
 
diff --git a/localstack-core/localstack/testing/snapshots/transformer_utility.py b/localstack-core/localstack/testing/snapshots/transformer_utility.py
index b609f18a56a71..d79cddd4ce5a5 100644
--- a/localstack-core/localstack/testing/snapshots/transformer_utility.py
+++ b/localstack-core/localstack/testing/snapshots/transformer_utility.py
@@ -45,6 +45,10 @@
     r"arn:(aws[a-zA-Z-]*)?:([a-zA-Z0-9-_.]+)?:([^:]+)?:(\d{12})?:key/[a-fA-F0-9]{8}-[a-fA-F0-9]{4}-[a-fA-F0-9]{4}-[a-fA-F0-9]{4}-[a-fA-F0-9]{12}"
 )
 
+PATTERN_MRK_KEY_ARN = re.compile(
+    r"arn:(aws[a-zA-Z-]*)?:([a-zA-Z0-9-_.]+)?:([^:]+)?:(\d{12})?:key/mrk-[a-fA-F0-9]{32}"
+)
+
 
 # TODO: split into generic/aws and put into lib
 class TransformerUtility:
@@ -573,6 +577,7 @@ def kms_api():
             TransformerUtility.key_value("CiphertextBlob", reference_replacement=False),
             TransformerUtility.key_value("Plaintext", reference_replacement=False),
             RegexTransformer(PATTERN_KEY_ARN, replacement="<key-arn>"),
+            RegexTransformer(PATTERN_MRK_KEY_ARN, replacement="<mrk-key-arn>"),
         ]
 
     @staticmethod
diff --git a/tests/aws/services/kms/test_kms.py b/tests/aws/services/kms/test_kms.py
index 8203abc9d71ee..5609a6dd1509c 100644
--- a/tests/aws/services/kms/test_kms.py
+++ b/tests/aws/services/kms/test_kms.py
@@ -2211,6 +2211,38 @@ def test_describe_with_alias_arn(self, kms_create_key, aws_client, snapshot):
         describe_response = aws_client.kms.describe_key(KeyId=alias_arn)
         snapshot.match("describe-key", describe_response)
 
+    @markers.aws.validated
+    def test_replicate_replica_key_should_fail(
+        self,
+        kms_client_for_region,
+        kms_create_key,
+        kms_replicate_key,
+        region_name,
+        secondary_region_name,
+        snapshot,
+    ):
+        """Tes that attempting to replicate a replica key should raise ValidationException"""
+        primary_key_id = kms_create_key(
+            region_name=region_name, MultiRegion=True, Description="test primary key"
+        )["KeyId"]
+
+        replica_response = kms_replicate_key(
+            region_from=region_name, KeyId=primary_key_id, ReplicaRegion=secondary_region_name
+        )
+        replica_key_id = replica_response["ReplicaKeyMetadata"]["KeyId"]
+
+        # attempt to replicate the replica key from the secondary region
+        # This should fail because we're trying to replicate a replica
+        secondary_client = kms_client_for_region(secondary_region_name)
+
+        with pytest.raises(ClientError) as exc_info:
+            secondary_client.replicate_key(
+                KeyId=replica_key_id, ReplicaRegion=secondary_region_name
+            )
+
+        error = exc_info.value.response
+        snapshot.match("fail-replicate-non-primary-key", error)
+
 
 class TestKMSMultiAccounts:
     @markers.aws.needs_fixing
diff --git a/tests/aws/services/kms/test_kms.snapshot.json b/tests/aws/services/kms/test_kms.snapshot.json
index 93c67bca92401..c69fa48ebdf89 100644
--- a/tests/aws/services/kms/test_kms.snapshot.json
+++ b/tests/aws/services/kms/test_kms.snapshot.json
@@ -263,7 +263,7 @@
     }
   },
   "tests/aws/services/kms/test_kms.py::TestKMS::test_get_key_does_not_exist": {
-    "recorded-date": "13-04-2023, 11:29:34",
+    "recorded-date": "08-09-2025, 19:02:52",
     "recorded-content": {
       "describe-nonexistent-key-with-id": {
         "Error": {
@@ -290,9 +290,9 @@
       "describe-key-with-valid-id-mrk": {
         "Error": {
           "Code": "NotFoundException",
-          "Message": "Key 'arn:<partition>:kms:<region>:111111111111:key/mrk-d3b95762d3b95762d3b95762d3b95762' does not exist"
+          "Message": "Key '<mrk-key-arn>' does not exist"
         },
-        "message": "Key 'arn:<partition>:kms:<region>:111111111111:key/mrk-d3b95762d3b95762d3b95762d3b95762' does not exist",
+        "message": "Key '<mrk-key-arn>' does not exist",
         "ResponseMetadata": {
           "HTTPHeaders": {},
           "HTTPStatusCode": 400
@@ -3195,5 +3195,21 @@
         }
       }
     }
+  },
+  "tests/aws/services/kms/test_kms.py::TestKMS::test_replicate_replica_key_should_fail": {
+    "recorded-date": "08-09-2025, 16:34:57",
+    "recorded-content": {
+      "fail-replicate-non-primary-key": {
+        "Error": {
+          "Code": "UnsupportedOperationException",
+          "Message": "<mrk-key-arn> is not a multi-region primary key."
+        },
+        "message": "<mrk-key-arn> is not a multi-region primary key.",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/kms/test_kms.validation.json b/tests/aws/services/kms/test_kms.validation.json
index 7d53da7de6f49..139126d1707d8 100644
--- a/tests/aws/services/kms/test_kms.validation.json
+++ b/tests/aws/services/kms/test_kms.validation.json
@@ -135,7 +135,13 @@
     "last_validated_date": "2024-04-11T15:52:50+00:00"
   },
   "tests/aws/services/kms/test_kms.py::TestKMS::test_get_key_does_not_exist": {
-    "last_validated_date": "2024-04-11T15:52:32+00:00"
+    "last_validated_date": "2025-09-08T19:02:52+00:00",
+    "durations_in_seconds": {
+      "setup": 0.83,
+      "call": 1.5,
+      "teardown": 0.22,
+      "total": 2.55
+    }
   },
   "tests/aws/services/kms/test_kms.py::TestKMS::test_get_key_in_different_region": {
     "last_validated_date": "2024-06-14T13:35:20+00:00"
@@ -308,6 +314,15 @@
   "tests/aws/services/kms/test_kms.py::TestKMS::test_replicate_key": {
     "last_validated_date": "2024-04-11T15:53:44+00:00"
   },
+  "tests/aws/services/kms/test_kms.py::TestKMS::test_replicate_replica_key_should_fail": {
+    "last_validated_date": "2025-09-08T16:34:57+00:00",
+    "durations_in_seconds": {
+      "setup": 0.85,
+      "call": 2.29,
+      "teardown": 0.34,
+      "total": 3.48
+    }
+  },
   "tests/aws/services/kms/test_kms.py::TestKMS::test_retire_grant_with_grant_token": {
     "last_validated_date": "2024-04-11T15:52:46+00:00"
   },

From aa8c1baade1d37a3573121fdad433ecd70e3ed5b Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Wed, 10 Sep 2025 15:07:22 +0100
Subject: [PATCH 197/697] CFn: add more clarity on logging for unimplemented
 update methods (#13109)

---
 .../localstack/services/cloudformation/resource_provider.py | 6 +++++-
 1 file changed, 5 insertions(+), 1 deletion(-)

diff --git a/localstack-core/localstack/services/cloudformation/resource_provider.py b/localstack-core/localstack/services/cloudformation/resource_provider.py
index d1e6dfe13a244..f38bbd88623d7 100644
--- a/localstack-core/localstack/services/cloudformation/resource_provider.py
+++ b/localstack-core/localstack/services/cloudformation/resource_provider.py
@@ -518,10 +518,14 @@ def execute_action(
                 try:
                     return resource_provider.update(request)
                 except NotImplementedError:
+                    feature_request_url = "https://github.com/localstack/localstack/issues/new?template=feature-request.yml"
                     LOG.warning(
-                        'Unable to update resource type "%s", id "%s"',
+                        'Unable to update resource type "%s", id "%s", '
+                        "the update operation is not implemented for this resource. "
+                        "Please consider submitting a feature request at this URL: %s",
                         request.resource_type,
                         request.logical_resource_id,
+                        feature_request_url,
                     )
                     if request.previous_state is None:
                         # this is an issue with our update detection. We should never be in this state.

From 668c3f7df8733089274738f24cc8348fd811d532 Mon Sep 17 00:00:00 2001
From: "localstack[bot]" <localstack-bot@users.noreply.github.com>
Date: Thu, 11 Sep 2025 07:04:41 +0000
Subject: [PATCH 198/697] release version 4.8.0


From 92a23548447f9ff2b054adaa93b881f9e2417ebb Mon Sep 17 00:00:00 2001
From: "localstack[bot]" <localstack-bot@users.noreply.github.com>
Date: Thu, 11 Sep 2025 07:06:16 +0000
Subject: [PATCH 199/697] prepare next development iteration


From a2411d3c4ed78d1ba33c99e7b79b8c6c16607631 Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Thu, 11 Sep 2025 16:55:11 +0100
Subject: [PATCH 200/697] CFn: Improve parameter value validation (#13124)

---
 .../services/cloudformation/v2/types.py       | 12 ++++---
 .../cloudformation/api/test_stacks.py         | 33 +++++++++++++++++++
 .../api/test_stacks.validation.json           |  9 +++++
 3 files changed, 50 insertions(+), 4 deletions(-)

diff --git a/localstack-core/localstack/services/cloudformation/v2/types.py b/localstack-core/localstack/services/cloudformation/v2/types.py
index b075fa1616169..4e5b404dfbc96 100644
--- a/localstack-core/localstack/services/cloudformation/v2/types.py
+++ b/localstack-core/localstack/services/cloudformation/v2/types.py
@@ -17,11 +17,15 @@ class EngineParameter(TypedDict):
 
 
 def engine_parameter_value(parameter: EngineParameter) -> str:
-    value = parameter.get("given_value") or parameter.get("default_value")
-    if value is None:
-        raise RuntimeError("Parameter value is None")
+    given_value = parameter.get("given_value")
+    if given_value is not None:
+        return given_value
 
-    return value
+    default_value = parameter.get("default_value")
+    if default_value is not None:
+        return default_value
+
+    raise RuntimeError("Parameter value is None")
 
 
 class ResolvedResource(TypedDict):
diff --git a/tests/aws/services/cloudformation/api/test_stacks.py b/tests/aws/services/cloudformation/api/test_stacks.py
index d1664fb201618..b629c8e2263b0 100644
--- a/tests/aws/services/cloudformation/api/test_stacks.py
+++ b/tests/aws/services/cloudformation/api/test_stacks.py
@@ -15,6 +15,7 @@
 )
 
 from localstack.aws.api.cloudformation import Capability
+from localstack.aws.connect import ServiceLevelClientFactory
 from localstack.services.cloudformation.engine.entities import StackIdentifier
 from localstack.services.cloudformation.engine.yaml_parser import parse_yaml
 from localstack.testing.aws.util import is_aws_cloud
@@ -1234,3 +1235,35 @@ def test_no_parameters_given(aws_client, deploy_cfn_template, snapshot):
     with pytest.raises(ClientError) as exc_info:
         deploy_cfn_template(template_path=template_path)
     snapshot.match("deploy-error", exc_info.value)
+
+
+@markers.aws.validated
+def test_blank_parameter_value(aws_client: ServiceLevelClientFactory, cleanups):
+    """
+    While testing the new engine, I found that we don't handle the parameter value being blank well
+    """
+    template = {
+        "Parameters": {
+            "MyFoo": {
+                "Type": "String",
+            },
+        },
+        "Resources": {
+            "MyTopic": {
+                "Type": "AWS::SNS::Topic",
+                "Properties": {
+                    "DisplayName": {"Ref": "MyFoo"},
+                },
+            },
+        },
+    }
+
+    res = aws_client.cloudformation.create_stack(
+        TemplateBody=json.dumps(template),
+        StackName=f"stack-{short_uid()}",
+        Parameters=[{"ParameterKey": "MyFoo", "ParameterValue": ""}],
+    )
+    stack_id = res["StackId"]
+    cleanups.append(lambda: aws_client.cloudformation.delete_stack(StackName=stack_id))
+
+    aws_client.cloudformation.get_waiter("stack_create_complete").wait(StackName=stack_id)
diff --git a/tests/aws/services/cloudformation/api/test_stacks.validation.json b/tests/aws/services/cloudformation/api/test_stacks.validation.json
index 46e4e2a63df39..9dd42d7bd0ce4 100644
--- a/tests/aws/services/cloudformation/api/test_stacks.validation.json
+++ b/tests/aws/services/cloudformation/api/test_stacks.validation.json
@@ -68,6 +68,15 @@
   "tests/aws/services/cloudformation/api/test_stacks.py::TestStacksApi::test_update_stack_with_same_template_withoutchange_transformation": {
     "last_validated_date": "2024-05-07T09:26:39+00:00"
   },
+  "tests/aws/services/cloudformation/api/test_stacks.py::test_blank_parameter_value": {
+    "last_validated_date": "2025-09-10T21:37:22+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 6.32,
+      "teardown": 0.16,
+      "total": 6.48
+    }
+  },
   "tests/aws/services/cloudformation/api/test_stacks.py::test_blocked_stack_deletion": {
     "last_validated_date": "2023-09-06T09:01:18+00:00"
   },

From 8b4e782959ae69cfe597a7be2757fb4d88efe3e6 Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Thu, 11 Sep 2025 16:56:04 +0100
Subject: [PATCH 201/697] CFn: Protect against in review stacks for
 GetTemplateSummary (#13126)

---
 .../services/cloudformation/v2/entities.py    |  2 +
 .../services/cloudformation/v2/provider.py    |  6 +++
 .../cloudformation/api/test_templates.py      | 37 +++++++++++++++++++
 .../api/test_templates.snapshot.json          | 16 ++++++++
 .../api/test_templates.validation.json        |  9 +++++
 5 files changed, 70 insertions(+)

diff --git a/localstack-core/localstack/services/cloudformation/v2/entities.py b/localstack-core/localstack/services/cloudformation/v2/entities.py
index 4582396acea05..c47989decb2df 100644
--- a/localstack-core/localstack/services/cloudformation/v2/entities.py
+++ b/localstack-core/localstack/services/cloudformation/v2/entities.py
@@ -49,6 +49,7 @@ class Stack:
     events: list[StackEvent]
     capabilities: list[Capability]
     enable_termination_protection: bool
+    template: dict | None
     processed_template: dict | None
     template_body: str | None
     tags: list[Tag]
@@ -77,6 +78,7 @@ def __init__(
         self.deletion_time = None
         self.change_set_id = None
         self.enable_termination_protection = False
+        self.template = None
         self.processed_template = None
         self.template_body = None
         self.tags = tags or []
diff --git a/localstack-core/localstack/services/cloudformation/v2/provider.py b/localstack-core/localstack/services/cloudformation/v2/provider.py
index 07368ab170b32..93a29e638086c 100644
--- a/localstack-core/localstack/services/cloudformation/v2/provider.py
+++ b/localstack-core/localstack/services/cloudformation/v2/provider.py
@@ -1312,6 +1312,12 @@ def get_template_summary(
             stack = find_stack_v2(state, stack_name)
             if not stack:
                 raise StackNotFoundError(stack_name)
+
+            if stack.status == StackStatus.REVIEW_IN_PROGRESS:
+                raise ValidationError(
+                    "GetTemplateSummary cannot be called on REVIEW_IN_PROGRESS stacks."
+                )
+
             template = stack.template
         else:
             template_body = request.get("TemplateBody")
diff --git a/tests/aws/services/cloudformation/api/test_templates.py b/tests/aws/services/cloudformation/api/test_templates.py
index 07cd69d03276a..46ed0c824d855 100644
--- a/tests/aws/services/cloudformation/api/test_templates.py
+++ b/tests/aws/services/cloudformation/api/test_templates.py
@@ -1,9 +1,11 @@
 import contextlib
+import json
 import os
 import textwrap
 
 import pytest
 from botocore.exceptions import ClientError
+from tests.aws.services.cloudformation.conftest import skip_if_v1_provider
 
 from localstack.testing.pytest import markers
 from localstack.utils.common import load_file
@@ -31,6 +33,41 @@ def test_get_template_summary(deploy_cfn_template, snapshot, aws_client):
     snapshot.match("template-summary", res)
 
 
+@markers.aws.validated
+@skip_if_v1_provider("Not supported in legacy engine")
+def test_get_template_summary_non_executed_change_set(aws_client, snapshot, cleanups):
+    snapshot.add_transformer(snapshot.transform.cloudformation_api())
+
+    template_body = {
+        "Resources": {
+            "MyParameter": {
+                "Type": "AWS::SSM::Parameter",
+                "Properties": {
+                    "Type": "String",
+                    "Value": short_uid(),
+                },
+            },
+        },
+    }
+    stack_name = f"stack-{short_uid()}"
+    change_set_name = f"change-set-{short_uid()}"
+    response = aws_client.cloudformation.create_change_set(
+        StackName=stack_name,
+        ChangeSetName=change_set_name,
+        TemplateBody=json.dumps(template_body),
+        ChangeSetType="CREATE",
+    )
+    aws_client.cloudformation.get_waiter("change_set_create_complete").wait(
+        ChangeSetName=response["Id"]
+    )
+    cleanups.append(lambda: aws_client.cloudformation.delete_stack(StackName=response["StackId"]))
+
+    with pytest.raises(ClientError) as exc_info:
+        aws_client.cloudformation.get_template_summary(StackName=stack_name)
+
+    snapshot.match("error", exc_info.value.response)
+
+
 @markers.aws.validated
 @pytest.mark.parametrize("url_style", ["s3_url", "http_path", "http_host", "http_invalid"])
 def test_create_stack_from_s3_template_url(
diff --git a/tests/aws/services/cloudformation/api/test_templates.snapshot.json b/tests/aws/services/cloudformation/api/test_templates.snapshot.json
index be4f7159eae50..fa46cacd36a79 100644
--- a/tests/aws/services/cloudformation/api/test_templates.snapshot.json
+++ b/tests/aws/services/cloudformation/api/test_templates.snapshot.json
@@ -109,5 +109,21 @@
         }
       }
     }
+  },
+  "tests/aws/services/cloudformation/api/test_templates.py::test_get_template_summary_non_executed_change_set": {
+    "recorded-date": "10-09-2025, 23:25:47",
+    "recorded-content": {
+      "error": {
+        "Error": {
+          "Code": "ValidationError",
+          "Message": "GetTemplateSummary cannot be called on REVIEW_IN_PROGRESS stacks.",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/cloudformation/api/test_templates.validation.json b/tests/aws/services/cloudformation/api/test_templates.validation.json
index 68f2a82074387..1ad3ebaf0f146 100644
--- a/tests/aws/services/cloudformation/api/test_templates.validation.json
+++ b/tests/aws/services/cloudformation/api/test_templates.validation.json
@@ -14,6 +14,15 @@
   "tests/aws/services/cloudformation/api/test_templates.py::test_get_template_summary": {
     "last_validated_date": "2023-05-24T13:05:00+00:00"
   },
+  "tests/aws/services/cloudformation/api/test_templates.py::test_get_template_summary_non_executed_change_set": {
+    "last_validated_date": "2025-09-10T23:25:47+00:00",
+    "durations_in_seconds": {
+      "setup": 0.92,
+      "call": 3.77,
+      "teardown": 0.13,
+      "total": 4.82
+    }
+  },
   "tests/aws/services/cloudformation/api/test_templates.py::test_validate_invalid_json_template_should_fail": {
     "last_validated_date": "2024-06-18T17:25:49+00:00"
   },

From 54de5230baf9b7df1721ddb1484a833ccebc235f Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Fri, 12 Sep 2025 08:32:34 +0100
Subject: [PATCH 202/697] CFn: correct disassociation of change sets from
 stacks (#13128)

---
 .../services/cloudformation/v2/entities.py    |  3 +-
 .../services/cloudformation/v2/provider.py    | 21 ++++-
 .../cloudformation/api/test_changesets.py     | 75 ++++++++++++++++++
 .../api/test_changesets.snapshot.json         | 76 +++++++++++++++++++
 .../api/test_changesets.validation.json       |  9 +++
 5 files changed, 179 insertions(+), 5 deletions(-)

diff --git a/localstack-core/localstack/services/cloudformation/v2/entities.py b/localstack-core/localstack/services/cloudformation/v2/entities.py
index c47989decb2df..111f35ae9312f 100644
--- a/localstack-core/localstack/services/cloudformation/v2/entities.py
+++ b/localstack-core/localstack/services/cloudformation/v2/entities.py
@@ -41,6 +41,7 @@ class Stack:
     description: str | None
     parameters: list[ApiParameter]
     change_set_id: str | None
+    change_set_ids: set[str]
     status: StackStatus
     status_reason: StackStatusReason | None
     stack_id: str
@@ -73,7 +74,7 @@ def __init__(
         self.region_name = region_name
         self.status = initial_status
         self.status_reason = None
-        self.change_set_ids = []
+        self.change_set_ids = set()
         self.creation_time = datetime.now(tz=UTC)
         self.deletion_time = None
         self.change_set_id = None
diff --git a/localstack-core/localstack/services/cloudformation/v2/provider.py b/localstack-core/localstack/services/cloudformation/v2/provider.py
index 93a29e638086c..fbfa8757f463c 100644
--- a/localstack-core/localstack/services/cloudformation/v2/provider.py
+++ b/localstack-core/localstack/services/cloudformation/v2/provider.py
@@ -541,7 +541,7 @@ def create_change_set(
 
                 change_set.set_change_set_status(ChangeSetStatus.CREATE_COMPLETE)
 
-        stack.change_set_ids.append(change_set.change_set_id)
+        stack.change_set_ids.add(change_set.change_set_id)
         state.change_sets[change_set.change_set_id] = change_set
         return CreateChangeSetOutput(StackId=stack.stack_id, Id=change_set.change_set_id)
 
@@ -609,7 +609,6 @@ def _run(*args):
                         change_set.stack.resolved_exports[export_name] = output["OutputValue"]
 
                 change_set.stack.change_set_id = change_set.change_set_id
-                change_set.stack.change_set_ids.append(change_set.change_set_id)
 
                 # if the deployment succeeded, update the stack's template representation to that
                 # which was just deployed
@@ -738,8 +737,22 @@ def delete_change_set(
         if not change_set:
             return DeleteChangeSetOutput()
 
-        change_set.stack.change_set_ids.remove(change_set.change_set_id)
-        state.change_sets.pop(change_set.change_set_id)
+        try:
+            change_set.stack.change_set_ids.remove(change_set.change_set_id)
+        except KeyError:
+            LOG.warning(
+                "Could not disassociatei change set '%s' from stack '%s', it does not seem to be associated",
+                change_set.change_set_id,
+                change_set.stack.stack_id,
+            )
+        try:
+            state.change_sets.pop(change_set.change_set_id)
+        except KeyError:
+            # This _should_ never fail since if we cannot find the change set in the store (using
+            # `find_change_set_v2`) then we early return from this function
+            LOG.warning(
+                "Could not delete change set '%s', it does not exist", change_set.change_set_id
+            )
 
         return DeleteChangeSetOutput()
 
diff --git a/tests/aws/services/cloudformation/api/test_changesets.py b/tests/aws/services/cloudformation/api/test_changesets.py
index bdad487035b8b..a603090a27107 100644
--- a/tests/aws/services/cloudformation/api/test_changesets.py
+++ b/tests/aws/services/cloudformation/api/test_changesets.py
@@ -1244,3 +1244,78 @@ def test_describe_change_set_with_similarly_named_stacks(deploy_cfn_template, aw
         )["ChangeSetId"]
         == response["Id"]
     )
+
+
+@markers.aws.validated
+@markers.snapshot.skip_snapshot_verify(
+    paths=[
+        "$..Changes..ResourceChange.Details",
+        "$..Changes..ResourceChange.PolicyAction",
+        "$..Changes..ResourceChange.Scope",
+    ]
+)
+@skip_if_v1_provider("Not supported in v1")
+def test_describe_changeset_after_delete(aws_client, cleanups, snapshot):
+    """
+    Test the behaviour of deleting a change set after it has been executed
+    """
+    stack_name = f"stack-{short_uid()}"
+    cs_name_1 = f"cs-{short_uid()}"
+    cs_name_2 = f"cs-{short_uid()}"
+    topic_name_1 = f"topic-{short_uid()}"
+    topic_name_2 = f"topic-{short_uid()}"
+
+    snapshot.add_transformer(snapshot.transform.cloudformation_api())
+    snapshot.add_transformers_list(
+        [
+            snapshot.transform.regex(cs_name_1, "<cs-1-name>"),
+            snapshot.transform.regex(cs_name_2, "<cs-2-name>"),
+            snapshot.transform.regex(topic_name_1, "<topic-1-name>"),
+            snapshot.transform.regex(topic_name_2, "<topic-2-name>"),
+        ]
+    )
+
+    cleanups.append(lambda: aws_client.cloudformation.delete_stack(StackName=stack_name))
+
+    template_path = os.path.join(
+        os.path.dirname(__file__), "../../../templates/sns_topic_simple.yaml"
+    )
+    with open(template_path) as infile:
+        template_body = infile.read()
+
+    aws_client.cloudformation.create_change_set(
+        StackName=stack_name,
+        TemplateBody=template_body,
+        ChangeSetName=cs_name_1,
+        ChangeSetType="CREATE",
+        Parameters=[{"ParameterKey": "TopicName", "ParameterValue": topic_name_1}],
+    )
+    aws_client.cloudformation.get_waiter("change_set_create_complete").wait(
+        StackName=stack_name, ChangeSetName=cs_name_1
+    )
+
+    aws_client.cloudformation.execute_change_set(StackName=stack_name, ChangeSetName=cs_name_1)
+    aws_client.cloudformation.get_waiter("stack_create_complete").wait(StackName=stack_name)
+
+    aws_client.cloudformation.delete_change_set(StackName=stack_name, ChangeSetName=cs_name_1)
+    with pytest.raises(ClientError) as exc_info:
+        aws_client.cloudformation.describe_change_set(StackName=stack_name, ChangeSetName=cs_name_1)
+
+    snapshot.match("describe-deleted-cs", exc_info.value.response)
+
+    aws_client.cloudformation.create_change_set(
+        StackName=stack_name,
+        TemplateBody=template_body,
+        ChangeSetName=cs_name_2,
+        ChangeSetType="UPDATE",
+        Parameters=[{"ParameterKey": "TopicName", "ParameterValue": topic_name_2}],
+    )
+    aws_client.cloudformation.get_waiter("change_set_create_complete").wait(
+        StackName=stack_name, ChangeSetName=cs_name_2
+    )
+
+    describe_res = aws_client.cloudformation.describe_change_set(
+        StackName=stack_name, ChangeSetName=cs_name_2
+    )
+
+    snapshot.match("describe-2", describe_res)
diff --git a/tests/aws/services/cloudformation/api/test_changesets.snapshot.json b/tests/aws/services/cloudformation/api/test_changesets.snapshot.json
index 17ffbfc3dc17b..fecf259a00156 100644
--- a/tests/aws/services/cloudformation/api/test_changesets.snapshot.json
+++ b/tests/aws/services/cloudformation/api/test_changesets.snapshot.json
@@ -543,5 +543,81 @@
         }
       }
     }
+  },
+  "tests/aws/services/cloudformation/api/test_changesets.py::test_describe_changeset_after_delete": {
+    "recorded-date": "11-09-2025, 11:30:50",
+    "recorded-content": {
+      "describe-deleted-cs": {
+        "Error": {
+          "Code": "ChangeSetNotFound",
+          "Message": "ChangeSet [<cs-1-name>] does not exist",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 404
+        }
+      },
+      "describe-2": {
+        "Capabilities": [],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "ChangeSetName": "<change-set-name:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Modify",
+              "Details": [
+                {
+                  "CausingEntity": "TopicName",
+                  "ChangeSource": "ParameterReference",
+                  "Evaluation": "Static",
+                  "Target": {
+                    "Attribute": "Properties",
+                    "Name": "TopicName",
+                    "RequiresRecreation": "Always"
+                  }
+                },
+                {
+                  "ChangeSource": "DirectModification",
+                  "Evaluation": "Dynamic",
+                  "Target": {
+                    "Attribute": "Properties",
+                    "Name": "TopicName",
+                    "RequiresRecreation": "Always"
+                  }
+                }
+              ],
+              "LogicalResourceId": "topic123",
+              "PhysicalResourceId": "arn:<partition>:sns:<region>:111111111111:<resource:2>",
+              "PolicyAction": "ReplaceAndDelete",
+              "Replacement": "True",
+              "ResourceType": "AWS::SNS::Topic",
+              "Scope": [
+                "Properties"
+              ]
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "TopicName",
+            "ParameterValue": "<topic-2-name>"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:3>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/cloudformation/api/test_changesets.validation.json b/tests/aws/services/cloudformation/api/test_changesets.validation.json
index 87b28a3446632..d52b78c835405 100644
--- a/tests/aws/services/cloudformation/api/test_changesets.validation.json
+++ b/tests/aws/services/cloudformation/api/test_changesets.validation.json
@@ -104,6 +104,15 @@
   "tests/aws/services/cloudformation/api/test_changesets.py::test_describe_change_set_with_similarly_named_stacks": {
     "last_validated_date": "2024-03-06T13:56:47+00:00"
   },
+  "tests/aws/services/cloudformation/api/test_changesets.py::test_describe_changeset_after_delete": {
+    "last_validated_date": "2025-09-11T11:30:50+00:00",
+    "durations_in_seconds": {
+      "setup": 0.91,
+      "call": 12.09,
+      "teardown": 0.17,
+      "total": 13.17
+    }
+  },
   "tests/aws/services/cloudformation/api/test_changesets.py::test_empty_changeset": {
     "last_validated_date": "2022-08-10T08:52:55+00:00"
   },

From 515c19b30f751d057f0cb350fef0ad7be6576035 Mon Sep 17 00:00:00 2001
From: Viren Nadkarni <viren.nadkarni@localstack.cloud>
Date: Fri, 12 Sep 2025 14:24:04 +0530
Subject: [PATCH 203/697] Add context manager for translating Moto exceptions
 (#13129)

---
 localstack-core/localstack/services/moto.py   | 40 ++++++++++++++++++-
 .../localstack/services/ses/provider.py       |  5 ++-
 tests/aws/services/ses/test_ses.py            | 10 +++++
 .../aws/services/ses/test_ses.validation.json |  9 +++++
 tests/unit/test_moto.py                       | 23 ++++++++++-
 5 files changed, 82 insertions(+), 5 deletions(-)

diff --git a/localstack-core/localstack/services/moto.py b/localstack-core/localstack/services/moto.py
index f14fe915d4ceb..130c3e7857459 100644
--- a/localstack-core/localstack/services/moto.py
+++ b/localstack-core/localstack/services/moto.py
@@ -1,15 +1,16 @@
 """
-This module provides tools to call moto using moto and botocore internals without going through the moto HTTP server.
+This module provides tools to call Moto service implementations.
 """
 
 import copy
 import sys
 from collections.abc import Callable
+from contextlib import AbstractContextManager
 from functools import lru_cache
 
 import moto.backends as moto_backends
 from moto.core.base_backend import BackendDict
-from moto.core.exceptions import RESTError
+from moto.core.exceptions import RESTError, ServiceException
 from rolo.router import RegexConverter
 from werkzeug.exceptions import NotFound
 from werkzeug.routing import Map, Rule
@@ -209,3 +210,38 @@ class _PartIsolatingRegexConverter(RegexConverter):
 
     def __init__(self, *args, **kwargs) -> None:
         super().__init__(*args, **kwargs)
+
+
+class ServiceExceptionTranslator(AbstractContextManager):
+    """
+    This reentrant context manager translates Moto exceptions into ASF service exceptions. This allows ASF to properly
+    serialise and generate the correct error response.
+
+    This is useful when invoking Moto operations directly by importing the backend. For example:
+
+        from moto.ses import ses_backends
+
+        backend = ses_backend['000000000000']['us-east-1']
+
+        with ServiceExceptionTranslator():
+            message = backend.send_raw_email(...)
+
+    If `send_raw_email(...)` raises any `moto.core.exceptions.ServiceException`, this context manager will transparently
+    generate and raise a `localstack.aws.api.core.CommonServiceException`, maintaining the error code and message.
+
+    This only works for Moto services that are integrated with its new core AWS response serialiser.
+    """
+
+    def __enter__(self):
+        pass
+
+    def __exit__(self, exc_type, exc_val, exc_tb):
+        if exc_type is not None and issubclass(exc_type, ServiceException):
+            raise CommonServiceException(
+                code=exc_val.code,
+                message=exc_val.message,
+            )
+        return False
+
+
+translate_service_exception = ServiceExceptionTranslator()
diff --git a/localstack-core/localstack/services/ses/provider.py b/localstack-core/localstack/services/ses/provider.py
index b616d66da3222..85445c23e4fb6 100644
--- a/localstack-core/localstack/services/ses/provider.py
+++ b/localstack-core/localstack/services/ses/provider.py
@@ -60,7 +60,7 @@
 from localstack.aws.connect import connect_to
 from localstack.constants import INTERNAL_AWS_SECRET_ACCESS_KEY
 from localstack.http import Resource, Response
-from localstack.services.moto import call_moto
+from localstack.services.moto import call_moto, translate_service_exception
 from localstack.services.plugins import ServiceLifecycleHook
 from localstack.services.ses.models import EmailType, SentEmail, SentEmailBody
 from localstack.utils.aws import arns
@@ -478,7 +478,8 @@ def send_raw_email(
         destinations = destinations or []
 
         backend = get_ses_backend(context)
-        message = backend.send_raw_email(source, destinations, raw_data)
+        with translate_service_exception:
+            message = backend.send_raw_email(source, destinations, raw_data)
 
         if event_destinations := backend.config_set_event_destination.get(configuration_set_name):
             payload = EventDestinationPayload(
diff --git a/tests/aws/services/ses/test_ses.py b/tests/aws/services/ses/test_ses.py
index 6220480f77715..3073f4a922a2b 100644
--- a/tests/aws/services/ses/test_ses.py
+++ b/tests/aws/services/ses/test_ses.py
@@ -1122,3 +1122,13 @@ def test_send_templated_email_can_retrospect(self, create_template, aws_client):
 
         assert requests.delete("http://localhost:4566/_aws/ses").status_code == 204
         assert requests.get("http://localhost:4566/_aws/ses").json() == {"messages": []}
+
+    @markers.aws.validated
+    def test_send_email_raises_message_rejected(self, aws_client):
+        raw_message_data = "From: origin@example.com\nTo: destination@example.com\nSubject: test\n\nThis is the message body.\n\n"
+
+        with pytest.raises(ClientError) as exc:
+            aws_client.ses.send_raw_email(
+                Destinations=["invalid@example.com"], RawMessage={"Data": raw_message_data}
+            )
+        assert exc.value.response["Error"]["Code"] == "MessageRejected"
diff --git a/tests/aws/services/ses/test_ses.validation.json b/tests/aws/services/ses/test_ses.validation.json
index 2a9af7ef3a441..99979dd63f872 100644
--- a/tests/aws/services/ses/test_ses.validation.json
+++ b/tests/aws/services/ses/test_ses.validation.json
@@ -70,5 +70,14 @@
   },
   "tests/aws/services/ses/test_ses.py::TestSES::test_trying_to_delete_event_destination_from_non_existent_configuration_set": {
     "last_validated_date": "2023-08-25T22:05:02+00:00"
+  },
+  "tests/aws/services/ses/test_ses.py::TestSESRetrospection::test_send_email_raises_message_rejected": {
+    "last_validated_date": "2025-09-11T11:03:52+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 1.62,
+      "teardown": 0.0,
+      "total": 1.62
+    }
   }
 }
diff --git a/tests/unit/test_moto.py b/tests/unit/test_moto.py
index 10ab416d54ead..af650cdcffcb9 100644
--- a/tests/unit/test_moto.py
+++ b/tests/unit/test_moto.py
@@ -1,6 +1,8 @@
 import pytest
+from moto.core.exceptions import ServiceException
 
-from localstack.services.moto import get_dispatcher
+from localstack.aws.api import CommonServiceException
+from localstack.services.moto import ServiceExceptionTranslator, get_dispatcher
 
 
 def test_get_dispatcher_for_path_with_optional_slashes():
@@ -11,3 +13,22 @@ def test_get_dispatcher_for_path_with_optional_slashes():
 def test_get_dispatcher_for_non_existing_path_raises_not_implemented():
     with pytest.raises(NotImplementedError):
         get_dispatcher("route53", "/non-existing")
+
+
+def test_service_exception_translator_context_manager():
+    class WeirdException(ServiceException):
+        code = "WeirdErrorCode"
+
+    # Ensure Moto ServiceExceptions are translated to ASF CommonServiceException
+    with pytest.raises(CommonServiceException) as exc:
+        with ServiceExceptionTranslator():
+            raise WeirdException()
+    assert exc.value.code == "WeirdErrorCode"
+
+    # Ensure other exceptions are not affected
+    with pytest.raises(RuntimeError):
+        raise RuntimeError()
+
+    with pytest.raises(RuntimeError):
+        with ServiceExceptionTranslator():
+            raise RuntimeError()

From d5c781e498e1cf7f8b3e6eecca2c80e6112f8009 Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Mon, 15 Sep 2025 09:06:03 +0200
Subject: [PATCH 204/697] Update ASF APIs, update cloudwatch signature (#13143)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
Co-authored-by: Alexander Rashed <alexander.rashed@localstack.cloud>
---
 .../localstack/aws/api/cloudwatch/__init__.py | 40 +++++++++++++++++++
 .../services/cloudwatch/provider_v2.py        | 18 +++++----
 pyproject.toml                                |  6 +--
 requirements-base-runtime.txt                 |  6 +--
 requirements-dev.txt                          |  8 ++--
 requirements-runtime.txt                      |  8 ++--
 requirements-test.txt                         |  8 ++--
 requirements-typehint.txt                     |  8 ++--
 8 files changed, 72 insertions(+), 30 deletions(-)

diff --git a/localstack-core/localstack/aws/api/cloudwatch/__init__.py b/localstack-core/localstack/aws/api/cloudwatch/__init__.py
index e05e85a069dee..f038e8af7ede0 100644
--- a/localstack-core/localstack/aws/api/cloudwatch/__init__.py
+++ b/localstack-core/localstack/aws/api/cloudwatch/__init__.py
@@ -16,7 +16,10 @@
 AmazonResourceName = str
 AnomalyDetectorMetricStat = str
 AnomalyDetectorMetricTimezone = str
+AttributeName = str
+AttributeValue = str
 AwsQueryErrorMessage = str
+ContributorId = str
 DashboardArn = str
 DashboardBody = str
 DashboardErrorMessage = str
@@ -136,6 +139,8 @@ class HistoryItemType(StrEnum):
     ConfigurationUpdate = "ConfigurationUpdate"
     StateUpdate = "StateUpdate"
     Action = "Action"
+    AlarmContributorStateUpdate = "AlarmContributorStateUpdate"
+    AlarmContributorAction = "AlarmContributorAction"
 
 
 class MetricStreamOutputFormat(StrEnum):
@@ -300,15 +305,28 @@ class ResourceNotFoundException(ServiceException):
 
 
 Timestamp = datetime
+ContributorAttributes = Dict[AttributeName, AttributeValue]
+
+
+class AlarmContributor(TypedDict, total=False):
+    ContributorId: ContributorId
+    ContributorAttributes: ContributorAttributes
+    StateReason: StateReason
+    StateTransitionedTimestamp: Optional[Timestamp]
+
+
+AlarmContributors = List[AlarmContributor]
 
 
 class AlarmHistoryItem(TypedDict, total=False):
     AlarmName: Optional[AlarmName]
+    AlarmContributorId: Optional[ContributorId]
     AlarmType: Optional[AlarmType]
     Timestamp: Optional[Timestamp]
     HistoryItemType: Optional[HistoryItemType]
     HistorySummary: Optional[HistorySummary]
     HistoryData: Optional[HistoryData]
+    AlarmContributorAttributes: Optional[ContributorAttributes]
 
 
 AlarmHistoryItems = List[AlarmHistoryItem]
@@ -505,8 +523,19 @@ class DeleteMetricStreamOutput(TypedDict, total=False):
     pass
 
 
+class DescribeAlarmContributorsInput(ServiceRequest):
+    AlarmName: AlarmName
+    NextToken: Optional[NextToken]
+
+
+class DescribeAlarmContributorsOutput(TypedDict, total=False):
+    AlarmContributors: AlarmContributors
+    NextToken: Optional[NextToken]
+
+
 class DescribeAlarmHistoryInput(ServiceRequest):
     AlarmName: Optional[AlarmName]
+    AlarmContributorId: Optional[ContributorId]
     AlarmTypes: Optional[AlarmTypes]
     HistoryItemType: Optional[HistoryItemType]
     StartDate: Optional[Timestamp]
@@ -1179,11 +1208,22 @@ def delete_metric_stream(
     ) -> DeleteMetricStreamOutput:
         raise NotImplementedError
 
+    @handler("DescribeAlarmContributors")
+    def describe_alarm_contributors(
+        self,
+        context: RequestContext,
+        alarm_name: AlarmName,
+        next_token: NextToken | None = None,
+        **kwargs,
+    ) -> DescribeAlarmContributorsOutput:
+        raise NotImplementedError
+
     @handler("DescribeAlarmHistory")
     def describe_alarm_history(
         self,
         context: RequestContext,
         alarm_name: AlarmName | None = None,
+        alarm_contributor_id: ContributorId | None = None,
         alarm_types: AlarmTypes | None = None,
         history_item_type: HistoryItemType | None = None,
         start_date: Timestamp | None = None,
diff --git a/localstack-core/localstack/services/cloudwatch/provider_v2.py b/localstack-core/localstack/services/cloudwatch/provider_v2.py
index 32fcde651a8fa..b571f950786bc 100644
--- a/localstack-core/localstack/services/cloudwatch/provider_v2.py
+++ b/localstack-core/localstack/services/cloudwatch/provider_v2.py
@@ -15,6 +15,7 @@
     AlarmTypes,
     AmazonResourceName,
     CloudwatchApi,
+    ContributorId,
     DashboardBody,
     DashboardName,
     DashboardNamePrefix,
@@ -822,14 +823,15 @@ def _set_alarm_actions(self, context, alarm_names, enabled):
     def describe_alarm_history(
         self,
         context: RequestContext,
-        alarm_name: AlarmName = None,
-        alarm_types: AlarmTypes = None,
-        history_item_type: HistoryItemType = None,
-        start_date: Timestamp = None,
-        end_date: Timestamp = None,
-        max_records: MaxRecords = None,
-        next_token: NextToken = None,
-        scan_by: ScanBy = None,
+        alarm_name: AlarmName | None = None,
+        alarm_contributor_id: ContributorId | None = None,
+        alarm_types: AlarmTypes | None = None,
+        history_item_type: HistoryItemType | None = None,
+        start_date: Timestamp | None = None,
+        end_date: Timestamp | None = None,
+        max_records: MaxRecords | None = None,
+        next_token: NextToken | None = None,
+        scan_by: ScanBy | None = None,
         **kwargs,
     ) -> DescribeAlarmHistoryOutput:
         store = self.get_store(context.account_id, context.region)
diff --git a/pyproject.toml b/pyproject.toml
index 0dcee7cbd2b52..ca2bea6c389a0 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -53,9 +53,9 @@ Issues = "https://github.com/localstack/localstack/issues"
 # minimal required to actually run localstack on the host for services natively implemented in python
 base-runtime = [
     # pinned / updated by ASF update action
-    "boto3==1.40.25",
+    "boto3==1.40.30",
     # pinned / updated by ASF update action
-    "botocore==1.40.25",
+    "botocore==1.40.30",
     "awscrt>=0.13.14,!=0.27.1",
     "cbor2>=5.5.0",
     "dnspython>=1.16.0",
@@ -78,7 +78,7 @@ base-runtime = [
 runtime = [
     "localstack-core[base-runtime]",
     # pinned / updated by ASF update action
-    "awscli==1.42.25",
+    "awscli==1.42.30",
     "airspeed-ext>=0.6.3",
     # version that has a built wheel
     "kclpy-ext>=3.0.0",
diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index 900fb78096d97..8161f59a2e2e8 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -11,9 +11,9 @@ attrs==25.3.0
     #   referencing
 awscrt==0.27.6
     # via localstack-core (pyproject.toml)
-boto3==1.40.25
+boto3==1.40.30
     # via localstack-core (pyproject.toml)
-botocore==1.40.25
+botocore==1.40.30
     # via
     #   boto3
     #   localstack-core (pyproject.toml)
@@ -170,7 +170,7 @@ rpds-py==0.27.1
     # via
     #   jsonschema
     #   referencing
-s3transfer==0.13.1
+s3transfer==0.14.0
     # via boto3
 semver==3.0.4
     # via localstack-core (pyproject.toml)
diff --git a/requirements-dev.txt b/requirements-dev.txt
index 18fd29bea51db..1e90b64642ec5 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -39,17 +39,17 @@ aws-sam-translator==1.100.0
     #   localstack-core
 aws-xray-sdk==2.14.0
     # via moto-ext
-awscli==1.42.25
+awscli==1.42.30
     # via localstack-core
 awscrt==0.27.6
     # via localstack-core
-boto3==1.40.25
+boto3==1.40.30
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.40.25
+botocore==1.40.30
     # via
     #   aws-xray-sdk
     #   awscli
@@ -435,7 +435,7 @@ rstr==3.2.2
     # via localstack-core (pyproject.toml)
 ruff==0.12.12
     # via localstack-core (pyproject.toml)
-s3transfer==0.13.1
+s3transfer==0.14.0
     # via
     #   awscli
     #   boto3
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index 97b7c3dd378bb..f0def378d38c6 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -27,17 +27,17 @@ aws-sam-translator==1.100.0
     #   localstack-core (pyproject.toml)
 aws-xray-sdk==2.14.0
     # via moto-ext
-awscli==1.42.25
+awscli==1.42.30
     # via localstack-core (pyproject.toml)
 awscrt==0.27.6
     # via localstack-core
-boto3==1.40.25
+boto3==1.40.30
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.40.25
+botocore==1.40.30
     # via
     #   aws-xray-sdk
     #   awscli
@@ -312,7 +312,7 @@ rpds-py==0.27.1
     #   referencing
 rsa==4.7.2
     # via awscli
-s3transfer==0.13.1
+s3transfer==0.14.0
     # via
     #   awscli
     #   boto3
diff --git a/requirements-test.txt b/requirements-test.txt
index 91e4dcc880212..cb0caf98fcdfe 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -39,17 +39,17 @@ aws-sam-translator==1.100.0
     #   localstack-core
 aws-xray-sdk==2.14.0
     # via moto-ext
-awscli==1.42.25
+awscli==1.42.30
     # via localstack-core
 awscrt==0.27.6
     # via localstack-core
-boto3==1.40.25
+boto3==1.40.30
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.40.25
+botocore==1.40.30
     # via
     #   aws-xray-sdk
     #   awscli
@@ -391,7 +391,7 @@ rpds-py==0.27.1
     #   referencing
 rsa==4.7.2
     # via awscli
-s3transfer==0.13.1
+s3transfer==0.14.0
     # via
     #   awscli
     #   boto3
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index 57d10d8382a31..bd3b6aa2459c1 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -39,11 +39,11 @@ aws-sam-translator==1.100.0
     #   localstack-core
 aws-xray-sdk==2.14.0
     # via moto-ext
-awscli==1.42.25
+awscli==1.42.30
     # via localstack-core
 awscrt==0.27.6
     # via localstack-core
-boto3==1.40.25
+boto3==1.40.30
     # via
     #   aws-sam-translator
     #   kclpy-ext
@@ -51,7 +51,7 @@ boto3==1.40.25
     #   moto-ext
 boto3-stubs==1.40.26
     # via localstack-core (pyproject.toml)
-botocore==1.40.25
+botocore==1.40.30
     # via
     #   aws-xray-sdk
     #   awscli
@@ -645,7 +645,7 @@ rstr==3.2.2
     # via localstack-core
 ruff==0.12.12
     # via localstack-core
-s3transfer==0.13.1
+s3transfer==0.14.0
     # via
     #   awscli
     #   boto3

From e59b56c14b6be3b97ec3337eac061d930620ae60 Mon Sep 17 00:00:00 2001
From: Alex Rashed <2796604+alexrashed@users.noreply.github.com>
Date: Mon, 15 Sep 2025 09:43:43 +0200
Subject: [PATCH 205/697] Update version in README (#13135)

---
 README.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/README.md b/README.md
index 709164e59d057..50b28d01b25c5 100644
--- a/README.md
+++ b/README.md
@@ -1,5 +1,5 @@
 <p align="center">
-:zap: We are thrilled to announce the release of <a href="https://blog.localstack.cloud/localstack-for-aws-release-v-4-7-0/">LocalStack 4.7</a> :zap:
+:zap: We are thrilled to announce the release of <a href="https://blog.localstack.cloud/localstack-for-aws-release-v-4-8-0/">LocalStack 4.8</a> :zap:
 </p>
 
 <p align="center">
@@ -93,7 +93,7 @@ Start LocalStack inside a Docker container by running:
   / /___/ /_/ / /__/ /_/ / /___/ / /_/ /_/ / /__/ ,<
  /_____/\____/\___/\__,_/_//____/\__/\__,_/\___/_/|_|
 
-- LocalStack CLI: 4.7.0
+- LocalStack CLI: 4.8.0
 - Profile: default
 - App: https://app.localstack.cloud
 

From 3139f35cfc368d925bf84af186fd1fdd318b4b7b Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Mon, 15 Sep 2025 23:16:55 +0100
Subject: [PATCH 206/697] CFn: fix modelling issue with AWS::NoValue (#13132)

---
 .../engine/v2/change_set_model.py             |   3 -
 .../engine/v2/change_set_model_preproc.py     |   4 +
 .../engine/v2/change_set_model_validator.py   |   1 +
 .../cloudformation/api/test_changesets.py     | 168 ++++++++++++++++++
 .../api/test_changesets.snapshot.json         |  36 ++++
 .../api/test_changesets.validation.json       |  36 ++++
 6 files changed, 245 insertions(+), 3 deletions(-)

diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py
index 74d4fd81438b0..35467cc9ed5b5 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py
@@ -681,9 +681,6 @@ def _visit_intrinsic_function(
             scope=arguments_scope, before_value=before_arguments, after_value=after_arguments
         )
 
-        if intrinsic_function == "Ref" and arguments.value == "AWS::NoValue":
-            arguments.value = Nothing
-
         if is_created(before=before_arguments, after=after_arguments):
             change_type = ChangeType.CREATED
         elif is_removed(before=before_arguments, after=after_arguments):
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
index 02e0616c789c2..623b1b93be8b7 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
@@ -975,6 +975,10 @@ def visit_node_parameters(
         return PreprocEntityDelta(before=before_parameters, after=after_parameters)
 
     def visit_node_parameter(self, node_parameter: NodeParameter) -> PreprocEntityDelta:
+        if not VALID_LOGICAL_RESOURCE_ID_RE.match(node_parameter.name):
+            raise ValidationError(
+                f"Template format error: Parameter name {node_parameter.name} is non alphanumeric."
+            )
         dynamic_value = node_parameter.dynamic_value
         dynamic_delta = self.visit(dynamic_value)
 
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_validator.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_validator.py
index 14efb5f4762c6..c6eeba13f8b1c 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_validator.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_validator.py
@@ -27,6 +27,7 @@ def validate(self):
     def visit_node_template(self, node_template: NodeTemplate):
         self.visit(node_template.mappings)
         self.visit(node_template.resources)
+        self.visit(node_template.parameters)
 
     def visit_node_intrinsic_function_fn_get_att(
         self, node_intrinsic_function: NodeIntrinsicFunction
diff --git a/tests/aws/services/cloudformation/api/test_changesets.py b/tests/aws/services/cloudformation/api/test_changesets.py
index a603090a27107..e47ed5a94e707 100644
--- a/tests/aws/services/cloudformation/api/test_changesets.py
+++ b/tests/aws/services/cloudformation/api/test_changesets.py
@@ -2,6 +2,8 @@
 import json
 import os.path
 from collections.abc import Callable
+from dataclasses import dataclass
+from typing import Any
 
 import pytest
 from botocore.config import Config
@@ -1246,6 +1248,126 @@ def test_describe_change_set_with_similarly_named_stacks(deploy_cfn_template, aw
     )
 
 
+@dataclass
+class NoValueScenario:
+    name: str
+    template: dict[str, Any]
+    should_fail: bool
+
+
+cases = [
+    NoValueScenario(
+        name="parameter",
+        template={
+            "Parameters": {
+                "AWS::NoValue": {
+                    "Type": "String",
+                    "Default": "foo",
+                },
+            },
+            "Resources": {
+                "MyParameter": {
+                    "Type": "AWS::SSM::Parameter",
+                    "Properties": {
+                        "Type": "String",
+                        "Value": {
+                            "Ref": "AWS::NoValue",
+                        },
+                    },
+                },
+            },
+        },
+        should_fail=True,
+    ),
+    NoValueScenario(
+        name="resource",
+        template={
+            "Resources": {
+                "AWS::NoValue": {
+                    "Type": "AWS::SSM::Parameter",
+                    "Properties": {
+                        "Type": "String",
+                        "Value": short_uid(),
+                    },
+                },
+            },
+        },
+        should_fail=True,
+    ),
+    NoValueScenario(
+        name="condition",
+        template={
+            "Conditions": {
+                "AWS::NoValue": {
+                    "Fn::Equals": [
+                        "a",
+                        "a",
+                    ],
+                },
+            },
+            "Resources": {
+                "MyParameter": {
+                    "Type": "AWS::SSM::Parameter",
+                    "Condition": "AWS::NoValue",
+                    "Properties": {
+                        "Type": "String",
+                        "Value": short_uid(),
+                    },
+                },
+            },
+        },
+        should_fail=False,
+    ),
+]
+
+
+@skip_if_v1_provider("Unsupported in V1 engine")
+@markers.aws.validated
+@pytest.mark.parametrize(
+    "case",
+    cases,
+    ids=[case.name for case in cases],
+)
+def test_using_pseudoparameters_in_places(aws_client, snapshot, cleanups, case):
+    """
+    Test that AWS pseudoparameters (particularly AWS::NoValue) can
+    only be used in value positions of the template
+    """
+
+    stack_name = f"stack-{short_uid()}"
+    change_set_name = f"change-set-{short_uid()}"
+
+    cleanups.append(
+        lambda: aws_client.cloudformation.delete_change_set(
+            ChangeSetName=change_set_name,
+            StackName=stack_name,
+        )
+    )
+
+    if case.should_fail:
+        with pytest.raises(ClientError) as exc_info:
+            aws_client.cloudformation.create_change_set(
+                ChangeSetName=change_set_name,
+                StackName=stack_name,
+                TemplateBody=json.dumps(case.template),
+                ChangeSetType="CREATE",
+            )
+
+        snapshot.match("error", exc_info.value.response)
+
+    else:
+        aws_client.cloudformation.create_change_set(
+            ChangeSetName=change_set_name,
+            StackName=stack_name,
+            TemplateBody=json.dumps(case.template),
+            ChangeSetType="CREATE",
+        )
+        aws_client.cloudformation.get_waiter("change_set_create_complete").wait(
+            ChangeSetName=change_set_name,
+            StackName=stack_name,
+        )
+
+
 @markers.aws.validated
 @markers.snapshot.skip_snapshot_verify(
     paths=[
@@ -1319,3 +1441,49 @@ def test_describe_changeset_after_delete(aws_client, cleanups, snapshot):
     )
 
     snapshot.match("describe-2", describe_res)
+
+
+@markers.aws.validated
+@skip_if_v1_provider("Unsupported in V1 engine")
+def test_update_change_set_with_aws_novalue_repro(aws_client, cleanups):
+    """
+    Fix a bug with trying to access falsy conditions when updating
+    """
+    stack_name = f"stack-{short_uid()}"
+    create_cs_name = f"cs-create-{short_uid()}"
+    update_cs_name = f"cs-update-{short_uid()}"
+    template_path = os.path.join(os.path.dirname(__file__), "../../../templates/aws_novalue.yml")
+    template_body = load_template_raw(template_path)
+    fallback_bucket = f"my-bucket-{short_uid()}"
+
+    create_resp = aws_client.cloudformation.create_change_set(
+        StackName=stack_name,
+        ChangeSetName=create_cs_name,
+        TemplateBody=template_body,
+        ChangeSetType="CREATE",
+        Parameters=[
+            {"ParameterKey": "SetBucketName", "ParameterValue": "no"},
+            {"ParameterKey": "FallbackBucketName", "ParameterValue": fallback_bucket},
+        ],
+    )
+    create_cs_id = create_resp["Id"]
+    stack_id = create_resp["StackId"]
+
+    cleanups.append(lambda: aws_client.cloudformation.delete_stack(StackName=stack_id))
+
+    aws_client.cloudformation.get_waiter("change_set_create_complete").wait(
+        ChangeSetName=create_cs_id
+    )
+    aws_client.cloudformation.execute_change_set(ChangeSetName=create_cs_id)
+    aws_client.cloudformation.get_waiter("stack_create_complete").wait(StackName=stack_id)
+
+    aws_client.cloudformation.create_change_set(
+        StackName=stack_name,
+        ChangeSetName=update_cs_name,
+        TemplateBody=template_body,
+        ChangeSetType="UPDATE",
+        Parameters=[
+            {"ParameterKey": "SetBucketName", "ParameterValue": "no"},
+            {"ParameterKey": "FallbackBucketName", "ParameterValue": fallback_bucket},
+        ],
+    )
diff --git a/tests/aws/services/cloudformation/api/test_changesets.snapshot.json b/tests/aws/services/cloudformation/api/test_changesets.snapshot.json
index fecf259a00156..29bcbbac23a46 100644
--- a/tests/aws/services/cloudformation/api/test_changesets.snapshot.json
+++ b/tests/aws/services/cloudformation/api/test_changesets.snapshot.json
@@ -619,5 +619,41 @@
         }
       }
     }
+  },
+  "tests/aws/services/cloudformation/api/test_changesets.py::test_using_pseudoparameters_in_places[resource]": {
+    "recorded-date": "11-09-2025, 22:15:52",
+    "recorded-content": {
+      "error": {
+        "Error": {
+          "Code": "ValidationError",
+          "Message": "Template format error: Resource name AWS::NoValue is non alphanumeric.",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/cloudformation/api/test_changesets.py::test_using_pseudoparameters_in_places[condition]": {
+    "recorded-date": "11-09-2025, 22:15:55",
+    "recorded-content": {}
+  },
+  "tests/aws/services/cloudformation/api/test_changesets.py::test_using_pseudoparameters_in_places[parameter]": {
+    "recorded-date": "11-09-2025, 22:15:51",
+    "recorded-content": {
+      "error": {
+        "Error": {
+          "Code": "ValidationError",
+          "Message": "Template format error: Parameter name AWS::NoValue is non alphanumeric.",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/cloudformation/api/test_changesets.validation.json b/tests/aws/services/cloudformation/api/test_changesets.validation.json
index d52b78c835405..d6e9bd354872b 100644
--- a/tests/aws/services/cloudformation/api/test_changesets.validation.json
+++ b/tests/aws/services/cloudformation/api/test_changesets.validation.json
@@ -121,5 +121,41 @@
   },
   "tests/aws/services/cloudformation/api/test_changesets.py::test_name_conflicts": {
     "last_validated_date": "2023-11-22T09:58:04+00:00"
+  },
+  "tests/aws/services/cloudformation/api/test_changesets.py::test_update_change_set_with_aws_novalue_repro": {
+    "last_validated_date": "2025-09-11T15:25:28+00:00",
+    "durations_in_seconds": {
+      "setup": 0.98,
+      "call": 21.48,
+      "teardown": 0.19,
+      "total": 22.65
+    }
+  },
+  "tests/aws/services/cloudformation/api/test_changesets.py::test_using_pseudoparameters_in_places[condition]": {
+    "last_validated_date": "2025-09-11T22:15:55+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 3.64,
+      "teardown": 0.09,
+      "total": 3.73
+    }
+  },
+  "tests/aws/services/cloudformation/api/test_changesets.py::test_using_pseudoparameters_in_places[parameter]": {
+    "last_validated_date": "2025-09-11T22:15:51+00:00",
+    "durations_in_seconds": {
+      "setup": 1.03,
+      "call": 0.32,
+      "teardown": 0.13,
+      "total": 1.48
+    }
+  },
+  "tests/aws/services/cloudformation/api/test_changesets.py::test_using_pseudoparameters_in_places[resource]": {
+    "last_validated_date": "2025-09-11T22:15:52+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.16,
+      "teardown": 0.07,
+      "total": 0.23
+    }
   }
 }

From 3fdbb294509dfe3bd9660de3b461ccbeb9d8e5fd Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Mon, 15 Sep 2025 23:56:29 +0100
Subject: [PATCH 207/697] CFn: better validation of select construct (#13136)

---
 .../engine/v2/change_set_model_preproc.py     | 25 ++++++++--
 .../test_change_set_fn_select.py              | 42 +++++++++++++++-
 .../test_change_set_fn_select.snapshot.json   | 48 +++++++++++++++++++
 .../test_change_set_fn_select.validation.json | 27 +++++++++++
 4 files changed, 136 insertions(+), 6 deletions(-)

diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
index 623b1b93be8b7..a3f2d341f4a8b 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
@@ -843,13 +843,28 @@ def visit_node_intrinsic_function_fn_select(
     ):
         # TODO: add further support for schema validation
         def _compute_fn_select(args: list[Any]) -> Any:
-            values: list[Any] = args[1]
+            values = args[1]
             if not isinstance(values, list) or not values:
-                raise RuntimeError(f"Invalid arguments list value for Fn::Select: '{values}'")
+                raise ValidationError(
+                    "Template error: Fn::Select requires a list argument with two elements: an integer index and a list"
+                )
             values_len = len(values)
-            index: int = int(args[0])
-            if not isinstance(index, int) or index < 0 or index > values_len:
-                raise RuntimeError(f"Invalid or out of range index value for Fn::Select: '{index}'")
+            try:
+                index: int = int(args[0])
+            except ValueError as e:
+                raise ValidationError(
+                    "Template error: Fn::Select requires a list argument with two elements: an integer index and a list"
+                ) from e
+
+            # defer evaluation if the selection list contains unresolved elements (e.g., unresolved intrinsics)
+            if any(v is None for v in values):
+                raise RuntimeError("Fn::Select list contains unresolved elements")
+
+            values_len = len(values)
+            if index < 0 or index >= values_len:
+                raise ValidationError(
+                    "Template error: Fn::Select requires a list argument with two elements: an integer index and a list"
+                )
             selection = values[index]
             return selection
 
diff --git a/tests/aws/services/cloudformation/test_change_set_fn_select.py b/tests/aws/services/cloudformation/test_change_set_fn_select.py
index c2597ba35eb1b..68d5398959037 100644
--- a/tests/aws/services/cloudformation/test_change_set_fn_select.py
+++ b/tests/aws/services/cloudformation/test_change_set_fn_select.py
@@ -1,8 +1,12 @@
+import json
+
+import pytest
+from botocore.exceptions import ClientError
 from localstack_snapshot.snapshots.transformer import RegexTransformer
 from tests.aws.services.cloudformation.conftest import skip_if_v1_provider
 
 from localstack.testing.pytest import markers
-from localstack.utils.strings import long_uid
+from localstack.utils.strings import long_uid, short_uid
 
 
 @skip_if_v1_provider("Requires the V2 engine")
@@ -196,3 +200,39 @@ def test_fn_select_change_get_att_reference(
             }
         }
         capture_update_process(snapshot, template_1, template_2)
+
+    @markers.aws.validated
+    @pytest.mark.parametrize(
+        "select_construct",
+        [
+            {"Fn::Select": ["bad", ["test"]]},
+            {"Fn::Select": [0, 2]},
+            {"Fn::Select": [100, ["test"]]},
+        ],
+        ids=["non-integer-index", "non-list-list", "index-out-of-range"],
+    )
+    def test_invalid_select_index_type(self, snapshot, aws_client, cleanups, select_construct):
+        template = {
+            "Resources": {
+                "MyParameter": {
+                    "Type": "AWS::SSM::Parameter",
+                    "Properties": {
+                        "Type": "String",
+                        "Value": select_construct,
+                    },
+                },
+            },
+        }
+
+        stack_name = f"stack-{short_uid()}"
+        change_set_name = f"stack-{short_uid()}"
+
+        with pytest.raises(ClientError) as exc_info:
+            aws_client.cloudformation.create_change_set(
+                ChangeSetName=change_set_name,
+                StackName=stack_name,
+                ChangeSetType="CREATE",
+                TemplateBody=json.dumps(template),
+            )
+
+        snapshot.match("error", exc_info.value.response)
diff --git a/tests/aws/services/cloudformation/test_change_set_fn_select.snapshot.json b/tests/aws/services/cloudformation/test_change_set_fn_select.snapshot.json
index 3973e17b16508..2c46767591027 100644
--- a/tests/aws/services/cloudformation/test_change_set_fn_select.snapshot.json
+++ b/tests/aws/services/cloudformation/test_change_set_fn_select.snapshot.json
@@ -2388,5 +2388,53 @@
         "Tags": []
       }
     }
+  },
+  "tests/aws/services/cloudformation/test_change_set_fn_select.py::TestChangeSetFnSelect::test_invalid_select_index_type[non-integer-index]": {
+    "recorded-date": "12-09-2025, 11:09:16",
+    "recorded-content": {
+      "error": {
+        "Error": {
+          "Code": "ValidationError",
+          "Message": "Template error: Fn::Select requires a list argument with two elements: an integer index and a list",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/cloudformation/test_change_set_fn_select.py::TestChangeSetFnSelect::test_invalid_select_index_type[non-list-list]": {
+    "recorded-date": "12-09-2025, 11:09:16",
+    "recorded-content": {
+      "error": {
+        "Error": {
+          "Code": "ValidationError",
+          "Message": "Template error: Fn::Select requires a list argument with two elements: an integer index and a list",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/cloudformation/test_change_set_fn_select.py::TestChangeSetFnSelect::test_invalid_select_index_type[index-out-of-range]": {
+    "recorded-date": "12-09-2025, 11:09:16",
+    "recorded-content": {
+      "error": {
+        "Error": {
+          "Code": "ValidationError",
+          "Message": "Template error: Fn::Select requires a list argument with two elements: an integer index and a list",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/cloudformation/test_change_set_fn_select.validation.json b/tests/aws/services/cloudformation/test_change_set_fn_select.validation.json
index b57493ef0f50d..51be31d800883 100644
--- a/tests/aws/services/cloudformation/test_change_set_fn_select.validation.json
+++ b/tests/aws/services/cloudformation/test_change_set_fn_select.validation.json
@@ -16,5 +16,32 @@
   },
   "tests/aws/services/cloudformation/test_change_set_fn_select.py::TestChangeSetFnSelect::test_fn_select_remove_from_static_property": {
     "last_validated_date": "2025-05-28T13:17:47+00:00"
+  },
+  "tests/aws/services/cloudformation/test_change_set_fn_select.py::TestChangeSetFnSelect::test_invalid_select_index_type[index-out-of-range]": {
+    "last_validated_date": "2025-09-12T11:09:16+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.13,
+      "teardown": 0.0,
+      "total": 0.13
+    }
+  },
+  "tests/aws/services/cloudformation/test_change_set_fn_select.py::TestChangeSetFnSelect::test_invalid_select_index_type[non-integer-index]": {
+    "last_validated_date": "2025-09-12T11:09:16+00:00",
+    "durations_in_seconds": {
+      "setup": 0.76,
+      "call": 0.3,
+      "teardown": 0.0,
+      "total": 1.06
+    }
+  },
+  "tests/aws/services/cloudformation/test_change_set_fn_select.py::TestChangeSetFnSelect::test_invalid_select_index_type[non-list-list]": {
+    "last_validated_date": "2025-09-12T11:09:16+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.14,
+      "teardown": 0.0,
+      "total": 0.14
+    }
   }
 }

From d5914bfae9cddfbb4c4ded73ddd130ea1801d4ab Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Mon, 15 Sep 2025 23:56:39 +0100
Subject: [PATCH 208/697] CFn: validate during get template (#13139)

---
 .../services/cloudformation/v2/provider.py    |  9 +++
 .../cloudformation/api/test_templates.py      | 27 +++++++
 .../api/test_templates.snapshot.json          | 75 +++++++++++++++++++
 .../api/test_templates.validation.json        | 36 +++++++++
 4 files changed, 147 insertions(+)

diff --git a/localstack-core/localstack/services/cloudformation/v2/provider.py b/localstack-core/localstack/services/cloudformation/v2/provider.py
index fbfa8757f463c..0fbc519628367 100644
--- a/localstack-core/localstack/services/cloudformation/v2/provider.py
+++ b/localstack-core/localstack/services/cloudformation/v2/provider.py
@@ -1295,10 +1295,19 @@ def get_template(
     ) -> GetTemplateOutput:
         state = get_cloudformation_store(context.account_id, context.region)
         if change_set_name:
+            if not is_changeset_arn(change_set_name) and not stack_name:
+                raise ValidationError("StackName is a required parameter.")
+
             change_set = find_change_set_v2(state, change_set_name, stack_name=stack_name)
+            if not change_set:
+                raise ChangeSetNotFoundException(f"ChangeSet [{change_set_name}] does not exist")
             stack = change_set.stack
         elif stack_name:
             stack = find_stack_v2(state, stack_name)
+            if not stack:
+                raise StackNotFoundError(
+                    stack_name, message_override=f"Stack with id {stack_name} does not exist"
+                )
         else:
             raise StackNotFoundError(stack_name)
 
diff --git a/tests/aws/services/cloudformation/api/test_templates.py b/tests/aws/services/cloudformation/api/test_templates.py
index 46ed0c824d855..ac875f5ab48d0 100644
--- a/tests/aws/services/cloudformation/api/test_templates.py
+++ b/tests/aws/services/cloudformation/api/test_templates.py
@@ -152,3 +152,30 @@ def test_validate_invalid_json_template_should_fail(aws_client, snapshot):
         aws_client.cloudformation.validate_template(TemplateBody=invalid_json)
 
     snapshot.match("validate-invalid-json", ctx.value.response)
+
+
+@markers.aws.validated
+def test_get_template_missing_resources_stack(aws_client, snapshot):
+    with pytest.raises(ClientError) as exc_info:
+        aws_client.cloudformation.get_template(StackName="does-not-exist")
+    snapshot.match("stack-error", exc_info.value.response)
+
+
+@skip_if_v1_provider("Not supported in legacy engine")
+@markers.aws.validated
+def test_get_template_missing_resources_change_set(aws_client, snapshot):
+    with pytest.raises(ClientError) as exc_info:
+        aws_client.cloudformation.get_template(ChangeSetName="does-not-exist")
+    snapshot.match("change-set-error", exc_info.value.response)
+
+
+@skip_if_v1_provider("Not supported in legacy engine")
+@markers.aws.validated
+def test_get_template_missing_resources_change_set_id(aws_client, snapshot):
+    change_set_id = (
+        "arn:aws:cloudformation:us-east-1:000000000000:changeSet/change-set-926829fe/d065e78c"
+    )
+    snapshot.add_transformer(snapshot.transform.regex(change_set_id, "<change-set-id>"))
+    with pytest.raises(ClientError) as exc_info:
+        aws_client.cloudformation.get_template(ChangeSetName=change_set_id)
+    snapshot.match("change-set-error", exc_info.value.response)
diff --git a/tests/aws/services/cloudformation/api/test_templates.snapshot.json b/tests/aws/services/cloudformation/api/test_templates.snapshot.json
index fa46cacd36a79..307f2faf91ee4 100644
--- a/tests/aws/services/cloudformation/api/test_templates.snapshot.json
+++ b/tests/aws/services/cloudformation/api/test_templates.snapshot.json
@@ -125,5 +125,80 @@
         }
       }
     }
+  },
+  "tests/aws/services/cloudformation/api/test_templates.py::test_get_template_missing_resources": {
+    "recorded-date": "12-09-2025, 16:08:17",
+    "recorded-content": {
+      "stack-error": {
+        "Error": {
+          "Code": "ValidationError",
+          "Message": "Stack with id does-not-exist does not exist",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "change-set-error": {
+        "Error": {
+          "Code": "ValidationError",
+          "Message": "StackName is a required parameter.",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/cloudformation/api/test_templates.py::test_get_template_missing_resources_stack": {
+    "recorded-date": "12-09-2025, 16:08:42",
+    "recorded-content": {
+      "stack-error": {
+        "Error": {
+          "Code": "ValidationError",
+          "Message": "Stack with id does-not-exist does not exist",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/cloudformation/api/test_templates.py::test_get_template_missing_resources_change_set": {
+    "recorded-date": "12-09-2025, 16:08:55",
+    "recorded-content": {
+      "change-set-error": {
+        "Error": {
+          "Code": "ValidationError",
+          "Message": "StackName is a required parameter.",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/cloudformation/api/test_templates.py::test_get_template_missing_resources_change_set_id": {
+    "recorded-date": "12-09-2025, 17:32:31",
+    "recorded-content": {
+      "change-set-error": {
+        "Error": {
+          "Code": "ChangeSetNotFound",
+          "Message": "ChangeSet [<change-set-id>] does not exist",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 404
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/cloudformation/api/test_templates.validation.json b/tests/aws/services/cloudformation/api/test_templates.validation.json
index 1ad3ebaf0f146..af86ad38d2f4b 100644
--- a/tests/aws/services/cloudformation/api/test_templates.validation.json
+++ b/tests/aws/services/cloudformation/api/test_templates.validation.json
@@ -11,6 +11,42 @@
   "tests/aws/services/cloudformation/api/test_templates.py::test_create_stack_from_s3_template_url[s3_url]": {
     "last_validated_date": "2023-10-10T22:03:44+00:00"
   },
+  "tests/aws/services/cloudformation/api/test_templates.py::test_get_template_missing_resources": {
+    "last_validated_date": "2025-09-12T16:08:17+00:00",
+    "durations_in_seconds": {
+      "setup": 0.81,
+      "call": 0.23,
+      "teardown": 0.0,
+      "total": 1.04
+    }
+  },
+  "tests/aws/services/cloudformation/api/test_templates.py::test_get_template_missing_resources_change_set": {
+    "last_validated_date": "2025-09-12T16:08:55+00:00",
+    "durations_in_seconds": {
+      "setup": 0.73,
+      "call": 0.18,
+      "teardown": 0.0,
+      "total": 0.91
+    }
+  },
+  "tests/aws/services/cloudformation/api/test_templates.py::test_get_template_missing_resources_change_set_id": {
+    "last_validated_date": "2025-09-12T17:32:31+00:00",
+    "durations_in_seconds": {
+      "setup": 0.94,
+      "call": 0.22,
+      "teardown": 0.0,
+      "total": 1.16
+    }
+  },
+  "tests/aws/services/cloudformation/api/test_templates.py::test_get_template_missing_resources_stack": {
+    "last_validated_date": "2025-09-12T16:08:42+00:00",
+    "durations_in_seconds": {
+      "setup": 0.99,
+      "call": 0.2,
+      "teardown": 0.0,
+      "total": 1.19
+    }
+  },
   "tests/aws/services/cloudformation/api/test_templates.py::test_get_template_summary": {
     "last_validated_date": "2023-05-24T13:05:00+00:00"
   },

From 5919fb96d76b7ca351785f023f5fa6e7682506f1 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 16 Sep 2025 07:16:30 +0200
Subject: [PATCH 209/697] Bump python from `838ff46` to `873f915` in the
 docker-base-images group (#13144)

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 Dockerfile    | 2 +-
 Dockerfile.s3 | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/Dockerfile b/Dockerfile
index 38992658229e5..953f5bb77e4b0 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,7 +1,7 @@
 #
 # base: Stage which installs necessary runtime dependencies (OS packages, etc.)
 #
-FROM python:3.11.13-slim-bookworm@sha256:838ff46ae6c481e85e369706fa3dea5166953824124735639f3c9f52af85f319 AS base
+FROM python:3.11.13-slim-bookworm@sha256:873f91540d53b36327ed4fb018c9669107a4e2a676719720edb4209c4b15d029 AS base
 ARG TARGETARCH
 
 # Install runtime OS package dependencies
diff --git a/Dockerfile.s3 b/Dockerfile.s3
index afbeeece2470f..ba236ebd88837 100644
--- a/Dockerfile.s3
+++ b/Dockerfile.s3
@@ -1,5 +1,5 @@
 # base: Stage which installs necessary runtime dependencies (OS packages, filesystem...)
-FROM python:3.11.13-slim-bookworm@sha256:838ff46ae6c481e85e369706fa3dea5166953824124735639f3c9f52af85f319 AS base
+FROM python:3.11.13-slim-bookworm@sha256:873f91540d53b36327ed4fb018c9669107a4e2a676719720edb4209c4b15d029 AS base
 ARG TARGETARCH
 
 # set workdir

From 81352c95eee7a522055cb2d72f149f6ae925213f Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Tue, 16 Sep 2025 07:05:12 +0100
Subject: [PATCH 210/697] CFn: tidy up legacy skip decorator (#13130)

---
 .../services/cloudformation/api/test_changesets.py   | 12 ++++++------
 .../services/cloudformation/api/test_resources.py    |  6 +++---
 tests/aws/services/cloudformation/api/test_stacks.py |  8 ++++----
 .../services/cloudformation/api/test_templates.py    |  8 ++++----
 .../services/cloudformation/api/test_transformers.py |  4 ++--
 tests/aws/services/cloudformation/conftest.py        |  5 +++--
 .../services/cloudformation/engine/test_mappings.py  |  6 +++---
 .../services/cloudformation/resources/test_cdk.py    |  4 ++--
 .../services/cloudformation/resources/test_sns.py    |  4 ++--
 .../cloudformation/resources/test_stack_sets.py      |  6 +++---
 .../cloudformation/test_change_set_conditions.py     |  4 ++--
 .../cloudformation/test_change_set_depends_on.py     |  4 ++--
 .../test_change_set_exports_imports.py               |  4 ++--
 .../cloudformation/test_change_set_fn_base64.py      |  4 ++--
 .../cloudformation/test_change_set_fn_get_attr.py    |  4 ++--
 .../cloudformation/test_change_set_fn_join.py        |  4 ++--
 .../cloudformation/test_change_set_fn_select.py      |  4 ++--
 .../cloudformation/test_change_set_fn_split.py       |  4 ++--
 .../cloudformation/test_change_set_fn_sub.py         |  4 ++--
 .../cloudformation/test_change_set_fn_transform.py   |  4 ++--
 .../cloudformation/test_change_set_global_macros.py  |  4 ++--
 .../cloudformation/test_change_set_mappings.py       |  4 ++--
 .../cloudformation/test_change_set_parameters.py     |  4 ++--
 .../services/cloudformation/test_change_set_ref.py   |  4 ++--
 .../cloudformation/test_change_set_values.py         |  4 ++--
 .../aws/services/cloudformation/test_change_sets.py  | 10 +++++-----
 .../aws/services/cloudformation/test_list_stacks.py  |  4 ++--
 .../services/cloudformation/test_template_engine.py  |  6 +++---
 .../cloudformation/v2/test_dynamic_resolving.py      |  4 ++--
 29 files changed, 74 insertions(+), 73 deletions(-)

diff --git a/tests/aws/services/cloudformation/api/test_changesets.py b/tests/aws/services/cloudformation/api/test_changesets.py
index e47ed5a94e707..1888fbd7b8eff 100644
--- a/tests/aws/services/cloudformation/api/test_changesets.py
+++ b/tests/aws/services/cloudformation/api/test_changesets.py
@@ -12,7 +12,7 @@
     MINIMAL_TEMPLATE,
 )
 from tests.aws.services.cloudformation.conftest import (
-    skip_if_v1_provider,
+    skip_if_legacy_engine,
     skipped_v2_items,
 )
 
@@ -486,7 +486,7 @@ def test_describe_change_set_nonexisting(snapshot, aws_client):
     snapshot.match("exception", ex.value)
 
 
-@skip_if_v1_provider("Not supported in V1 engine")
+@skip_if_legacy_engine()
 @markers.aws.validated
 def test_create_change_set_no_changes(
     snapshot,
@@ -681,7 +681,7 @@ def test_create_and_then_remove_non_supported_resource_change_set(deploy_cfn_tem
     )
 
 
-@skip_if_v1_provider("Unsupported in v1 engine")
+@skip_if_legacy_engine()
 @markers.aws.validated
 def test_create_and_then_update_refreshes_template_metadata(
     aws_client,
@@ -1321,7 +1321,7 @@ class NoValueScenario:
 ]
 
 
-@skip_if_v1_provider("Unsupported in V1 engine")
+@skip_if_legacy_engine()
 @markers.aws.validated
 @pytest.mark.parametrize(
     "case",
@@ -1376,7 +1376,7 @@ def test_using_pseudoparameters_in_places(aws_client, snapshot, cleanups, case):
         "$..Changes..ResourceChange.Scope",
     ]
 )
-@skip_if_v1_provider("Not supported in v1")
+@skip_if_legacy_engine()
 def test_describe_changeset_after_delete(aws_client, cleanups, snapshot):
     """
     Test the behaviour of deleting a change set after it has been executed
@@ -1444,7 +1444,7 @@ def test_describe_changeset_after_delete(aws_client, cleanups, snapshot):
 
 
 @markers.aws.validated
-@skip_if_v1_provider("Unsupported in V1 engine")
+@skip_if_legacy_engine()
 def test_update_change_set_with_aws_novalue_repro(aws_client, cleanups):
     """
     Fix a bug with trying to access falsy conditions when updating
diff --git a/tests/aws/services/cloudformation/api/test_resources.py b/tests/aws/services/cloudformation/api/test_resources.py
index da125ffa7c8c3..49f858ad5cc85 100644
--- a/tests/aws/services/cloudformation/api/test_resources.py
+++ b/tests/aws/services/cloudformation/api/test_resources.py
@@ -3,12 +3,12 @@
 
 import pytest
 from botocore.exceptions import ClientError
-from tests.aws.services.cloudformation.conftest import skip_if_v1_provider
+from tests.aws.services.cloudformation.conftest import skip_if_legacy_engine
 
 from localstack.testing.pytest import markers
 
 
-@skip_if_v1_provider("Not implemented for v1")
+@skip_if_legacy_engine()
 @markers.aws.validated
 def test_describe_non_existent_stack(aws_client, deploy_cfn_template, snapshot):
     with pytest.raises(ClientError) as err:
@@ -35,7 +35,7 @@ def test_describe_non_existent_resource(aws_client, deploy_cfn_template, snapsho
     snapshot.match("error", err.value)
 
 
-@skip_if_v1_provider("Not implemented for v1")
+@skip_if_legacy_engine()
 @markers.aws.validated
 def test_invalid_logical_resource_id(deploy_cfn_template, snapshot):
     template = {
diff --git a/tests/aws/services/cloudformation/api/test_stacks.py b/tests/aws/services/cloudformation/api/test_stacks.py
index b629c8e2263b0..dc70b77aafca9 100644
--- a/tests/aws/services/cloudformation/api/test_stacks.py
+++ b/tests/aws/services/cloudformation/api/test_stacks.py
@@ -10,7 +10,7 @@
 from botocore.exceptions import ClientError, WaiterError
 from localstack_snapshot.snapshots.transformer import SortingTransformer
 from tests.aws.services.cloudformation.conftest import (
-    skip_if_v1_provider,
+    skip_if_legacy_engine,
     skipped_v2_items,
 )
 
@@ -98,7 +98,7 @@ def test_stack_description_special_chars(self, deploy_cfn_template, snapshot, aw
         ]
         snapshot.match("describe_stack", response)
 
-    @skip_if_v1_provider(reason="Lots of fields not in parity")
+    @skip_if_legacy_engine()
     @markers.aws.validated
     @markers.snapshot.skip_snapshot_verify(
         paths=[
@@ -960,7 +960,7 @@ def test_stack_deploy_order(deploy_cfn_template, aws_client, snapshot, deploy_or
     snapshot.match("events", filtered_events)
 
 
-@skip_if_v1_provider("Not supported with v1 provider")
+@skip_if_legacy_engine()
 @markers.aws.validated
 @pytest.mark.parametrize(
     "deletions",
@@ -1226,7 +1226,7 @@ def test_non_existing_stack_message(aws_client, snapshot):
     snapshot.match("Error", ex.value.response)
 
 
-@skip_if_v1_provider("Not implemented for V1 provider")
+@skip_if_legacy_engine()
 @markers.aws.validated
 def test_no_parameters_given(aws_client, deploy_cfn_template, snapshot):
     template_path = os.path.join(
diff --git a/tests/aws/services/cloudformation/api/test_templates.py b/tests/aws/services/cloudformation/api/test_templates.py
index ac875f5ab48d0..e478ef54a3c4c 100644
--- a/tests/aws/services/cloudformation/api/test_templates.py
+++ b/tests/aws/services/cloudformation/api/test_templates.py
@@ -5,7 +5,7 @@
 
 import pytest
 from botocore.exceptions import ClientError
-from tests.aws.services.cloudformation.conftest import skip_if_v1_provider
+from tests.aws.services.cloudformation.conftest import skip_if_legacy_engine
 
 from localstack.testing.pytest import markers
 from localstack.utils.common import load_file
@@ -34,7 +34,7 @@ def test_get_template_summary(deploy_cfn_template, snapshot, aws_client):
 
 
 @markers.aws.validated
-@skip_if_v1_provider("Not supported in legacy engine")
+@skip_if_legacy_engine()
 def test_get_template_summary_non_executed_change_set(aws_client, snapshot, cleanups):
     snapshot.add_transformer(snapshot.transform.cloudformation_api())
 
@@ -161,7 +161,7 @@ def test_get_template_missing_resources_stack(aws_client, snapshot):
     snapshot.match("stack-error", exc_info.value.response)
 
 
-@skip_if_v1_provider("Not supported in legacy engine")
+@skip_if_legacy_engine()
 @markers.aws.validated
 def test_get_template_missing_resources_change_set(aws_client, snapshot):
     with pytest.raises(ClientError) as exc_info:
@@ -169,7 +169,7 @@ def test_get_template_missing_resources_change_set(aws_client, snapshot):
     snapshot.match("change-set-error", exc_info.value.response)
 
 
-@skip_if_v1_provider("Not supported in legacy engine")
+@skip_if_legacy_engine()
 @markers.aws.validated
 def test_get_template_missing_resources_change_set_id(aws_client, snapshot):
     change_set_id = (
diff --git a/tests/aws/services/cloudformation/api/test_transformers.py b/tests/aws/services/cloudformation/api/test_transformers.py
index 4e7595d52ebba..ece2b55856013 100644
--- a/tests/aws/services/cloudformation/api/test_transformers.py
+++ b/tests/aws/services/cloudformation/api/test_transformers.py
@@ -6,7 +6,7 @@
 import pytest
 from botocore.exceptions import WaiterError
 from localstack_snapshot.snapshots.transformer import SortingTransformer
-from tests.aws.services.cloudformation.conftest import skip_if_v1_provider, skipped_v2_items
+from tests.aws.services.cloudformation.conftest import skip_if_legacy_engine, skipped_v2_items
 
 from localstack.aws.connect import ServiceLevelClientFactory
 from localstack.testing.pytest import markers
@@ -54,7 +54,7 @@ def test_duplicate_resources(deploy_cfn_template, s3_bucket, snapshot, aws_clien
     snapshot.match("api-resources", resources)
 
 
-@skip_if_v1_provider(reason="update not supported in v1")
+@skip_if_legacy_engine()
 @markers.aws.validated
 def test_redeployment_with_fn_include(deploy_cfn_template, s3_bucket, snapshot, aws_client):
     snapshot.add_transformers_list(
diff --git a/tests/aws/services/cloudformation/conftest.py b/tests/aws/services/cloudformation/conftest.py
index 60d2613fe570a..2f467d089504d 100644
--- a/tests/aws/services/cloudformation/conftest.py
+++ b/tests/aws/services/cloudformation/conftest.py
@@ -11,9 +11,10 @@
 SKIP_TYPE_RE = re.compile(r"^CFNV2\((?P<reason>[^\)]+)\)")
 
 
-def skip_if_v1_provider(reason: str):
+def skip_if_legacy_engine(reason: str | None = None):
     return pytest.mark.skipif(
-        condition=not is_v2_engine() and not is_aws_cloud(), reason=f"CFNV1: {reason}"
+        condition=not is_v2_engine() and not is_aws_cloud(),
+        reason=reason or "Not implemented in legacy engine",
     )
 
 
diff --git a/tests/aws/services/cloudformation/engine/test_mappings.py b/tests/aws/services/cloudformation/engine/test_mappings.py
index e50e0f5db328f..26052e60e3f0a 100644
--- a/tests/aws/services/cloudformation/engine/test_mappings.py
+++ b/tests/aws/services/cloudformation/engine/test_mappings.py
@@ -2,7 +2,7 @@
 
 import pytest
 from botocore.exceptions import ClientError
-from tests.aws.services.cloudformation.conftest import skip_if_v1_provider
+from tests.aws.services.cloudformation.conftest import skip_if_legacy_engine
 
 from localstack.testing.pytest import markers
 from localstack.utils.files import load_file
@@ -70,7 +70,7 @@ def test_mapping_with_nonexisting_key(self, aws_client, cleanups, snapshot):
         snapshot.match("mapping_nonexisting_key_exc", e.value.response)
 
     @markers.aws.validated
-    @skip_if_v1_provider("V1 provider is not in parity with AWS")
+    @skip_if_legacy_engine()
     def test_async_mapping_error_first_level_v2(self, aws_client, snapshot):
         snapshot.add_transformer(snapshot.transform.cloudformation_api())
         topic_name = f"test-topic-{short_uid()}"
@@ -97,7 +97,7 @@ def test_async_mapping_error_first_level_v2(self, aws_client, snapshot):
         snapshot.match("error", exc_info.value)
 
     @markers.aws.validated
-    @skip_if_v1_provider("V1 provider is not in parity with AWS")
+    @skip_if_legacy_engine()
     def test_async_mapping_error_second_level_v2(self, aws_client, snapshot):
         """
         Similar to the `test_async_mapping_error_first_level` test above, but
diff --git a/tests/aws/services/cloudformation/resources/test_cdk.py b/tests/aws/services/cloudformation/resources/test_cdk.py
index 7f339d8bab19f..f79a77d8cb70b 100644
--- a/tests/aws/services/cloudformation/resources/test_cdk.py
+++ b/tests/aws/services/cloudformation/resources/test_cdk.py
@@ -3,7 +3,7 @@
 
 import pytest
 from localstack_snapshot.snapshots.transformer import SortingTransformer
-from tests.aws.services.cloudformation.conftest import skip_if_v1_provider
+from tests.aws.services.cloudformation.conftest import skip_if_legacy_engine
 
 from localstack.aws.api.cloudformation import Parameter
 from localstack.testing.pytest import markers
@@ -118,7 +118,7 @@ def test_cdk_bootstrap(self, deploy_cfn_template, aws_client, bootstrap_version,
             "$..Outputs..Description",
         ]
     )
-    @skip_if_v1_provider("Changes array not in parity")
+    @skip_if_legacy_engine()
     def test_cdk_bootstrap_redeploy(
         self,
         aws_client,
diff --git a/tests/aws/services/cloudformation/resources/test_sns.py b/tests/aws/services/cloudformation/resources/test_sns.py
index 897236dd21de8..e5ed86f852506 100644
--- a/tests/aws/services/cloudformation/resources/test_sns.py
+++ b/tests/aws/services/cloudformation/resources/test_sns.py
@@ -1,7 +1,7 @@
 import os.path
 
 import aws_cdk as cdk
-from tests.aws.services.cloudformation.conftest import skip_if_v1_provider
+from tests.aws.services.cloudformation.conftest import skip_if_legacy_engine
 
 from localstack.aws.api.cloudformation import Stack
 from localstack.testing.aws.util import is_aws_cloud
@@ -42,7 +42,7 @@ def test_sns_topic_fifo_with_deduplication(deploy_cfn_template, aws_client, snap
 
 
 @markers.aws.validated
-@skip_if_v1_provider("Not supported with v1 provider")
+@skip_if_legacy_engine()
 def test_sns_topic_fifo_without_suffix_fails(cleanups, aws_client, snapshot):
     stack_name = f"stack-{short_uid()}"
     change_set_name = f"cs-{short_uid()}"
diff --git a/tests/aws/services/cloudformation/resources/test_stack_sets.py b/tests/aws/services/cloudformation/resources/test_stack_sets.py
index 21f5339923e27..505562739cf3e 100644
--- a/tests/aws/services/cloudformation/resources/test_stack_sets.py
+++ b/tests/aws/services/cloudformation/resources/test_stack_sets.py
@@ -2,7 +2,7 @@
 
 import pytest
 from botocore.exceptions import ClientError
-from tests.aws.services.cloudformation.conftest import skip_if_v1_provider
+from tests.aws.services.cloudformation.conftest import skip_if_legacy_engine
 
 from localstack.testing.config import SECONDARY_TEST_AWS_ACCOUNT_ID, SECONDARY_TEST_AWS_REGION_NAME
 from localstack.testing.pytest import markers
@@ -83,7 +83,7 @@ def test_create_stack_set_with_stack_instances(
     aws_client.cloudformation.delete_stack_set(StackSetName=stack_set_name)
 
 
-@skip_if_v1_provider("Not implemented in V1 provider")
+@skip_if_legacy_engine()
 @markers.aws.validated
 def test_delete_nonexistent_stack_set(aws_client, snapshot):
     # idempotent
@@ -99,7 +99,7 @@ def test_delete_nonexistent_stack_set(aws_client, snapshot):
     )
 
 
-@skip_if_v1_provider("Not implemented in V1 provider")
+@skip_if_legacy_engine()
 @markers.aws.validated
 def test_fetch_non_existent_stack_set_instances(aws_client, snapshot):
     with pytest.raises(ClientError) as e:
diff --git a/tests/aws/services/cloudformation/test_change_set_conditions.py b/tests/aws/services/cloudformation/test_change_set_conditions.py
index a567b99cd4ccd..d99a8025912c5 100644
--- a/tests/aws/services/cloudformation/test_change_set_conditions.py
+++ b/tests/aws/services/cloudformation/test_change_set_conditions.py
@@ -1,11 +1,11 @@
 from localstack_snapshot.snapshots.transformer import RegexTransformer
-from tests.aws.services.cloudformation.conftest import skip_if_v1_provider
+from tests.aws.services.cloudformation.conftest import skip_if_legacy_engine
 
 from localstack.testing.pytest import markers
 from localstack.utils.strings import long_uid
 
 
-@skip_if_v1_provider("Requires the V2 engine")
+@skip_if_legacy_engine()
 @markers.snapshot.skip_snapshot_verify(
     paths=[
         "per-resource-events..*",
diff --git a/tests/aws/services/cloudformation/test_change_set_depends_on.py b/tests/aws/services/cloudformation/test_change_set_depends_on.py
index bba7112fb25aa..465ceea8c6362 100644
--- a/tests/aws/services/cloudformation/test_change_set_depends_on.py
+++ b/tests/aws/services/cloudformation/test_change_set_depends_on.py
@@ -1,11 +1,11 @@
 from localstack_snapshot.snapshots.transformer import RegexTransformer
-from tests.aws.services.cloudformation.conftest import skip_if_v1_provider
+from tests.aws.services.cloudformation.conftest import skip_if_legacy_engine
 
 from localstack.testing.pytest import markers
 from localstack.utils.strings import long_uid
 
 
-@skip_if_v1_provider("Requires the V2 engine")
+@skip_if_legacy_engine()
 @markers.snapshot.skip_snapshot_verify(
     paths=[
         "per-resource-events..*",
diff --git a/tests/aws/services/cloudformation/test_change_set_exports_imports.py b/tests/aws/services/cloudformation/test_change_set_exports_imports.py
index e91f1bf441db3..78cae07924d2a 100644
--- a/tests/aws/services/cloudformation/test_change_set_exports_imports.py
+++ b/tests/aws/services/cloudformation/test_change_set_exports_imports.py
@@ -3,7 +3,7 @@
 
 import pytest
 from botocore.exceptions import WaiterError
-from tests.aws.services.cloudformation.conftest import skip_if_v1_provider
+from tests.aws.services.cloudformation.conftest import skip_if_legacy_engine
 
 from localstack.aws.api.cloudformation import ChangeSetType
 from localstack.testing.pytest import markers
@@ -28,7 +28,7 @@ def inner(change_set_name: str, stack_name: str | None = None):
     return inner
 
 
-@skip_if_v1_provider("Not supported on V1")
+@skip_if_legacy_engine()
 @markers.snapshot.skip_snapshot_verify(
     paths=[
         "$..Changes..ResourceChange.Details",
diff --git a/tests/aws/services/cloudformation/test_change_set_fn_base64.py b/tests/aws/services/cloudformation/test_change_set_fn_base64.py
index 44e99a379fbf8..6b7a1c09ebbde 100644
--- a/tests/aws/services/cloudformation/test_change_set_fn_base64.py
+++ b/tests/aws/services/cloudformation/test_change_set_fn_base64.py
@@ -1,11 +1,11 @@
 from localstack_snapshot.snapshots.transformer import RegexTransformer
-from tests.aws.services.cloudformation.conftest import skip_if_v1_provider
+from tests.aws.services.cloudformation.conftest import skip_if_legacy_engine
 
 from localstack.testing.pytest import markers
 from localstack.utils.strings import long_uid
 
 
-@skip_if_v1_provider("Requires the V2 engine")
+@skip_if_legacy_engine()
 @markers.snapshot.skip_snapshot_verify(
     paths=[
         "per-resource-events..*",
diff --git a/tests/aws/services/cloudformation/test_change_set_fn_get_attr.py b/tests/aws/services/cloudformation/test_change_set_fn_get_attr.py
index ec11138588659..24f9725a5be77 100644
--- a/tests/aws/services/cloudformation/test_change_set_fn_get_attr.py
+++ b/tests/aws/services/cloudformation/test_change_set_fn_get_attr.py
@@ -1,12 +1,12 @@
 import pytest
 from localstack_snapshot.snapshots.transformer import RegexTransformer
-from tests.aws.services.cloudformation.conftest import skip_if_v1_provider
+from tests.aws.services.cloudformation.conftest import skip_if_legacy_engine
 
 from localstack.testing.pytest import markers
 from localstack.utils.strings import long_uid
 
 
-@skip_if_v1_provider("Requires the V2 engine")
+@skip_if_legacy_engine()
 @markers.snapshot.skip_snapshot_verify(
     paths=[
         "per-resource-events..*",
diff --git a/tests/aws/services/cloudformation/test_change_set_fn_join.py b/tests/aws/services/cloudformation/test_change_set_fn_join.py
index 90d784c9940e6..e6f50c457bb6f 100644
--- a/tests/aws/services/cloudformation/test_change_set_fn_join.py
+++ b/tests/aws/services/cloudformation/test_change_set_fn_join.py
@@ -1,11 +1,11 @@
 from localstack_snapshot.snapshots.transformer import RegexTransformer
-from tests.aws.services.cloudformation.conftest import skip_if_v1_provider
+from tests.aws.services.cloudformation.conftest import skip_if_legacy_engine
 
 from localstack.testing.pytest import markers
 from localstack.utils.strings import long_uid
 
 
-@skip_if_v1_provider("Requires the V2 engine")
+@skip_if_legacy_engine()
 @markers.snapshot.skip_snapshot_verify(
     paths=[
         "per-resource-events..*",
diff --git a/tests/aws/services/cloudformation/test_change_set_fn_select.py b/tests/aws/services/cloudformation/test_change_set_fn_select.py
index 68d5398959037..a45548c807bc4 100644
--- a/tests/aws/services/cloudformation/test_change_set_fn_select.py
+++ b/tests/aws/services/cloudformation/test_change_set_fn_select.py
@@ -3,13 +3,13 @@
 import pytest
 from botocore.exceptions import ClientError
 from localstack_snapshot.snapshots.transformer import RegexTransformer
-from tests.aws.services.cloudformation.conftest import skip_if_v1_provider
+from tests.aws.services.cloudformation.conftest import skip_if_legacy_engine
 
 from localstack.testing.pytest import markers
 from localstack.utils.strings import long_uid, short_uid
 
 
-@skip_if_v1_provider("Requires the V2 engine")
+@skip_if_legacy_engine()
 @markers.snapshot.skip_snapshot_verify(
     paths=[
         "per-resource-events..*",
diff --git a/tests/aws/services/cloudformation/test_change_set_fn_split.py b/tests/aws/services/cloudformation/test_change_set_fn_split.py
index 1743c4cc9da00..01b2869a38001 100644
--- a/tests/aws/services/cloudformation/test_change_set_fn_split.py
+++ b/tests/aws/services/cloudformation/test_change_set_fn_split.py
@@ -1,11 +1,11 @@
 from localstack_snapshot.snapshots.transformer import RegexTransformer
-from tests.aws.services.cloudformation.conftest import skip_if_v1_provider
+from tests.aws.services.cloudformation.conftest import skip_if_legacy_engine
 
 from localstack.testing.pytest import markers
 from localstack.utils.strings import long_uid
 
 
-@skip_if_v1_provider("Requires the V2 engine")
+@skip_if_legacy_engine()
 @markers.snapshot.skip_snapshot_verify(
     paths=[
         "per-resource-events..*",
diff --git a/tests/aws/services/cloudformation/test_change_set_fn_sub.py b/tests/aws/services/cloudformation/test_change_set_fn_sub.py
index 6646589f1f7e2..a42e353f86f40 100644
--- a/tests/aws/services/cloudformation/test_change_set_fn_sub.py
+++ b/tests/aws/services/cloudformation/test_change_set_fn_sub.py
@@ -1,11 +1,11 @@
 from localstack_snapshot.snapshots.transformer import RegexTransformer
-from tests.aws.services.cloudformation.conftest import skip_if_v1_provider
+from tests.aws.services.cloudformation.conftest import skip_if_legacy_engine
 
 from localstack.testing.pytest import markers
 from localstack.utils.strings import long_uid
 
 
-@skip_if_v1_provider("Requires the V2 engine")
+@skip_if_legacy_engine()
 @markers.snapshot.skip_snapshot_verify(
     paths=[
         "per-resource-events..*",
diff --git a/tests/aws/services/cloudformation/test_change_set_fn_transform.py b/tests/aws/services/cloudformation/test_change_set_fn_transform.py
index e3328b407dacb..8c3b4efff8a2b 100644
--- a/tests/aws/services/cloudformation/test_change_set_fn_transform.py
+++ b/tests/aws/services/cloudformation/test_change_set_fn_transform.py
@@ -2,14 +2,14 @@
 
 import pytest
 from localstack_snapshot.snapshots.transformer import RegexTransformer
-from tests.aws.services.cloudformation.conftest import skip_if_v1_provider
+from tests.aws.services.cloudformation.conftest import skip_if_legacy_engine
 
 from localstack.aws.api.lambda_ import Runtime
 from localstack.testing.pytest import markers
 from localstack.utils.strings import short_uid
 
 
-@skip_if_v1_provider("change sets")
+@skip_if_legacy_engine()
 @markers.snapshot.skip_snapshot_verify(
     paths=[
         "per-resource-events..*",
diff --git a/tests/aws/services/cloudformation/test_change_set_global_macros.py b/tests/aws/services/cloudformation/test_change_set_global_macros.py
index 2339881dad53c..85e2eeecee9bb 100644
--- a/tests/aws/services/cloudformation/test_change_set_global_macros.py
+++ b/tests/aws/services/cloudformation/test_change_set_global_macros.py
@@ -2,7 +2,7 @@
 import os
 
 from localstack_snapshot.snapshots.transformer import JsonpathTransformer, RegexTransformer
-from tests.aws.services.cloudformation.conftest import skip_if_v1_provider
+from tests.aws.services.cloudformation.conftest import skip_if_legacy_engine
 
 from localstack.aws.api.lambda_ import Runtime
 from localstack.testing.pytest import markers
@@ -11,7 +11,7 @@
 from localstack.utils.strings import short_uid
 
 
-@skip_if_v1_provider("Requires the V2 engine")
+@skip_if_legacy_engine()
 @markers.snapshot.skip_snapshot_verify(
     paths=[
         "per-resource-events..*",
diff --git a/tests/aws/services/cloudformation/test_change_set_mappings.py b/tests/aws/services/cloudformation/test_change_set_mappings.py
index 266246a3f9e28..c48430ab96c13 100644
--- a/tests/aws/services/cloudformation/test_change_set_mappings.py
+++ b/tests/aws/services/cloudformation/test_change_set_mappings.py
@@ -1,11 +1,11 @@
 from localstack_snapshot.snapshots.transformer import RegexTransformer
-from tests.aws.services.cloudformation.conftest import skip_if_v1_provider
+from tests.aws.services.cloudformation.conftest import skip_if_legacy_engine
 
 from localstack.testing.pytest import markers
 from localstack.utils.strings import long_uid
 
 
-@skip_if_v1_provider("Requires the V2 engine")
+@skip_if_legacy_engine()
 @markers.snapshot.skip_snapshot_verify(
     paths=[
         "per-resource-events..*",
diff --git a/tests/aws/services/cloudformation/test_change_set_parameters.py b/tests/aws/services/cloudformation/test_change_set_parameters.py
index 0189be856cf92..ac73648b20e16 100644
--- a/tests/aws/services/cloudformation/test_change_set_parameters.py
+++ b/tests/aws/services/cloudformation/test_change_set_parameters.py
@@ -1,11 +1,11 @@
 from localstack_snapshot.snapshots.transformer import RegexTransformer
-from tests.aws.services.cloudformation.conftest import skip_if_v1_provider
+from tests.aws.services.cloudformation.conftest import skip_if_legacy_engine
 
 from localstack.testing.pytest import markers
 from localstack.utils.strings import long_uid
 
 
-@skip_if_v1_provider("Requires the V2 engine")
+@skip_if_legacy_engine()
 @markers.snapshot.skip_snapshot_verify(
     paths=[
         "per-resource-events..*",
diff --git a/tests/aws/services/cloudformation/test_change_set_ref.py b/tests/aws/services/cloudformation/test_change_set_ref.py
index b3543d82763a2..1afbcdd9a7918 100644
--- a/tests/aws/services/cloudformation/test_change_set_ref.py
+++ b/tests/aws/services/cloudformation/test_change_set_ref.py
@@ -1,11 +1,11 @@
 from localstack_snapshot.snapshots.transformer import RegexTransformer
-from tests.aws.services.cloudformation.conftest import skip_if_v1_provider
+from tests.aws.services.cloudformation.conftest import skip_if_legacy_engine
 
 from localstack.testing.pytest import markers
 from localstack.utils.strings import long_uid
 
 
-@skip_if_v1_provider("Requires the V2 engine")
+@skip_if_legacy_engine()
 @markers.snapshot.skip_snapshot_verify(
     paths=[
         "per-resource-events..*",
diff --git a/tests/aws/services/cloudformation/test_change_set_values.py b/tests/aws/services/cloudformation/test_change_set_values.py
index 7bae300a71cd2..6aae716cf1672 100644
--- a/tests/aws/services/cloudformation/test_change_set_values.py
+++ b/tests/aws/services/cloudformation/test_change_set_values.py
@@ -1,11 +1,11 @@
 from localstack_snapshot.snapshots.transformer import RegexTransformer
-from tests.aws.services.cloudformation.conftest import skip_if_v1_provider
+from tests.aws.services.cloudformation.conftest import skip_if_legacy_engine
 
 from localstack.testing.pytest import markers
 from localstack.utils.strings import long_uid
 
 
-@skip_if_v1_provider("Requires the V2 engine")
+@skip_if_legacy_engine()
 @markers.snapshot.skip_snapshot_verify(
     paths=[
         "per-resource-events..*",
diff --git a/tests/aws/services/cloudformation/test_change_sets.py b/tests/aws/services/cloudformation/test_change_sets.py
index 067d582c50d37..4d00fab89249b 100644
--- a/tests/aws/services/cloudformation/test_change_sets.py
+++ b/tests/aws/services/cloudformation/test_change_sets.py
@@ -4,14 +4,14 @@
 import pytest
 from botocore.exceptions import WaiterError
 from localstack_snapshot.snapshots.transformer import RegexTransformer
-from tests.aws.services.cloudformation.conftest import skip_if_v1_provider
+from tests.aws.services.cloudformation.conftest import skip_if_legacy_engine
 
 from localstack.aws.connect import ServiceLevelClientFactory
 from localstack.testing.pytest import markers
 from localstack.utils.strings import short_uid
 
 
-@skip_if_v1_provider("Requires the V2 engine")
+@skip_if_legacy_engine()
 @markers.snapshot.skip_snapshot_verify(
     paths=[
         "delete-describe..*",
@@ -781,7 +781,7 @@ def test_single_resource_static_update(
         snapshot.match("parameter-2", parameter)
 
 
-@skip_if_v1_provider("Not supported with v1 engine")
+@skip_if_legacy_engine()
 @markers.aws.validated
 @markers.snapshot.skip_snapshot_verify(
     paths=[
@@ -859,7 +859,7 @@ def update_parameter_value():
     )
 
 
-@skip_if_v1_provider("Not supported with v1 engine")
+@skip_if_legacy_engine()
 @markers.aws.validated
 @markers.snapshot.skip_snapshot_verify(
     paths=[
@@ -939,7 +939,7 @@ def test_dynamic_ssm_parameter_lookup_no_change(
     )
 
 
-@skip_if_v1_provider("Requires the V2 engine")
+@skip_if_legacy_engine()
 @markers.aws.validated
 @markers.snapshot.skip_snapshot_verify(paths=["$..StatusReason"])
 def test_describe_failed_change_set(aws_client: ServiceLevelClientFactory, snapshot, cleanups):
diff --git a/tests/aws/services/cloudformation/test_list_stacks.py b/tests/aws/services/cloudformation/test_list_stacks.py
index 5c9ec827a10c3..19c4414633e05 100644
--- a/tests/aws/services/cloudformation/test_list_stacks.py
+++ b/tests/aws/services/cloudformation/test_list_stacks.py
@@ -1,11 +1,11 @@
 import json
 
-from tests.aws.services.cloudformation.conftest import skip_if_v1_provider
+from tests.aws.services.cloudformation.conftest import skip_if_legacy_engine
 
 from localstack.testing.pytest import markers
 from localstack.utils.strings import short_uid
 
-pytestmark = skip_if_v1_provider(reason="Requires the V2 engine")
+pytestmark = skip_if_legacy_engine(reason="Requires the V2 engine")
 
 
 @markers.aws.validated
diff --git a/tests/aws/services/cloudformation/test_template_engine.py b/tests/aws/services/cloudformation/test_template_engine.py
index d687c1d1c9be3..cb2fe8413c9c1 100644
--- a/tests/aws/services/cloudformation/test_template_engine.py
+++ b/tests/aws/services/cloudformation/test_template_engine.py
@@ -8,7 +8,7 @@
 import pytest
 import yaml
 from botocore.exceptions import ClientError
-from tests.aws.services.cloudformation.conftest import skip_if_v1_provider
+from tests.aws.services.cloudformation.conftest import skip_if_legacy_engine
 
 from localstack.aws.api.lambda_ import Runtime
 from localstack.services.cloudformation.engine.yaml_parser import parse_yaml
@@ -407,7 +407,7 @@ def test_resolve_ssm_secure(self, create_parameter, deploy_cfn_template):
         topic_name = result.outputs["TopicName"]
         assert topic_name == parameter_value
 
-    @skip_if_v1_provider("Not supported in the v1 provider")
+    @skip_if_legacy_engine()
     @markers.aws.validated
     def test_resolve_ssm_missing_parameter(self, snapshot, deploy_cfn_template):
         template = {
@@ -820,7 +820,7 @@ def test_attribute_uses_macro(self, deploy_cfn_template, create_lambda_function,
         assert "test-" in resulting_value
 
     @markers.aws.validated
-    @skip_if_v1_provider("V1 is unable to resolve fn::transform with lists")
+    @skip_if_legacy_engine()
     def test_scope_order_and_parameters(
         self, deploy_cfn_template, create_lambda_function, snapshot, aws_client
     ):
diff --git a/tests/aws/services/cloudformation/v2/test_dynamic_resolving.py b/tests/aws/services/cloudformation/v2/test_dynamic_resolving.py
index 923e1e829957b..57a3c4daa13bf 100644
--- a/tests/aws/services/cloudformation/v2/test_dynamic_resolving.py
+++ b/tests/aws/services/cloudformation/v2/test_dynamic_resolving.py
@@ -1,9 +1,9 @@
-from tests.aws.services.cloudformation.conftest import skip_if_v1_provider
+from tests.aws.services.cloudformation.conftest import skip_if_legacy_engine
 
 from localstack.testing.pytest import markers
 from localstack.utils.strings import short_uid
 
-pytestmark = skip_if_v1_provider(reason="Only valid for the V2 provider")
+pytestmark = skip_if_legacy_engine(reason="Only valid for the V2 provider")
 
 
 @markers.snapshot.skip_snapshot_verify(

From f8e915ebb764d3dce65c1164b945104fff307888 Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Tue, 16 Sep 2025 10:07:52 +0200
Subject: [PATCH 211/697] Upgrade dependencies, update ruff config (#13145)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
Co-authored-by: Alexander Rashed <alexander.rashed@localstack.cloud>
---
 .pre-commit-config.yaml       |  4 ++--
 pyproject.toml                |  1 -
 requirements-base-runtime.txt |  8 +++----
 requirements-basic.txt        |  2 +-
 requirements-dev.txt          | 24 +++++++++----------
 requirements-runtime.txt      | 16 ++++++-------
 requirements-test.txt         | 20 ++++++++--------
 requirements-typehint.txt     | 44 +++++++++++++++++------------------
 8 files changed, 59 insertions(+), 60 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index ff7d8e5d7ddac..04450ca5e96e1 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -3,7 +3,7 @@
 repos:
   - repo: https://github.com/astral-sh/ruff-pre-commit
     # Ruff version.
-    rev: v0.12.12
+    rev: v0.13.0
     hooks:
       - id: ruff
         args: [--fix, --exit-non-zero-on-fix]
@@ -11,7 +11,7 @@ repos:
       - id: ruff-format
 
   - repo: https://github.com/pre-commit/mirrors-mypy
-    rev: v1.17.1
+    rev: v1.18.1
     hooks:
       - id: mypy
         entry: bash -c 'cd localstack-core && mypy --install-types --non-interactive'
diff --git a/pyproject.toml b/pyproject.toml
index ca2bea6c389a0..b69f7e59efe05 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -216,7 +216,6 @@ ignore = [
     "E501", # E501 Line too long - handled by black, see https://docs.astral.sh/ruff/faq/#is-ruff-compatible-with-black
     "T201", # TODO `print` found
     "T203", # TODO `pprint` found
-    "UP038",# TODO Use `X | Y` in `isinstance` call instead of `(X, Y)`
 ]
 select = ["B", "C", "E", "F", "I", "W", "T", "B9", "G", "UP"]
 extend-safe-fixes = [
diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index 8161f59a2e2e8..8dde73a917631 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -126,11 +126,11 @@ priority==1.3.0
     #   localstack-twisted
 psutil==7.0.0
     # via localstack-core (pyproject.toml)
-pycparser==2.22
+pycparser==2.23
     # via cffi
 pygments==2.19.2
     # via rich
-pyopenssl==25.1.0
+pyopenssl==25.2.0
     # via
     #   localstack-core (pyproject.toml)
     #   localstack-twisted
@@ -199,9 +199,9 @@ werkzeug==3.1.3
     #   rolo
 wsproto==1.2.0
     # via hypercorn
-xmltodict==0.15.1
+xmltodict==1.0.0
     # via localstack-core (pyproject.toml)
-zope-interface==7.2
+zope-interface==8.0
     # via localstack-twisted
 
 # The following packages are considered to be unsafe in a requirements file:
diff --git a/requirements-basic.txt b/requirements-basic.txt
index 77ab190addc41..31b092b618469 100644
--- a/requirements-basic.txt
+++ b/requirements-basic.txt
@@ -36,7 +36,7 @@ plux==1.13.0
     # via localstack-core (pyproject.toml)
 psutil==7.0.0
     # via localstack-core (pyproject.toml)
-pycparser==2.22
+pycparser==2.23
     # via cffi
 pygments==2.19.2
     # via rich
diff --git a/requirements-dev.txt b/requirements-dev.txt
index 1e90b64642ec5..bc929a132c03c 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -29,9 +29,9 @@ aws-cdk-asset-awscli-v1==2.2.242
     # via aws-cdk-lib
 aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
-aws-cdk-cloud-assembly-schema==48.8.0
+aws-cdk-cloud-assembly-schema==48.9.0
     # via aws-cdk-lib
-aws-cdk-lib==2.214.0
+aws-cdk-lib==2.215.0
     # via localstack-core
 aws-sam-translator==1.100.0
     # via
@@ -191,7 +191,7 @@ jmespath==1.0.1
     # via
     #   boto3
     #   botocore
-joserfc==1.3.2
+joserfc==1.3.3
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core
@@ -256,7 +256,7 @@ mpmath==1.3.0
     # via sympy
 multipart==1.3.0
     # via moto-ext
-mypy==1.17.1
+mypy==1.18.1
     # via localstack-core (pyproject.toml)
 mypy-extensions==1.1.0
     # via mypy
@@ -335,9 +335,9 @@ py-partiql-parser==0.6.1
     # via moto-ext
 pyasn1==0.6.1
     # via rsa
-pycparser==2.22
+pycparser==2.23
     # via cffi
-pydantic==2.11.7
+pydantic==2.11.9
     # via aws-sam-translator
 pydantic-core==2.33.2
     # via pydantic
@@ -345,15 +345,15 @@ pygments==2.19.2
     # via
     #   pytest
     #   rich
-pymongo==4.14.1
+pymongo==4.15.0
     # via localstack-core
-pyopenssl==25.1.0
+pyopenssl==25.2.0
     # via
     #   localstack-core
     #   localstack-twisted
 pypandoc==1.15
     # via localstack-core (pyproject.toml)
-pyparsing==3.2.3
+pyparsing==3.2.4
     # via moto-ext
 pyproject-hooks==1.2.0
     # via build
@@ -433,7 +433,7 @@ rsa==4.7.2
     # via awscli
 rstr==3.2.2
     # via localstack-core (pyproject.toml)
-ruff==0.12.12
+ruff==0.13.0
     # via localstack-core (pyproject.toml)
 s3transfer==0.14.0
     # via
@@ -505,11 +505,11 @@ wrapt==1.17.3
     # via aws-xray-sdk
 wsproto==1.2.0
     # via hypercorn
-xmltodict==0.15.1
+xmltodict==1.0.0
     # via
     #   localstack-core
     #   moto-ext
-zope-interface==7.2
+zope-interface==8.0
     # via localstack-twisted
 
 # The following packages are considered to be unsafe in a requirements file:
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index f0def378d38c6..c2effb7bc86c0 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -139,7 +139,7 @@ jmespath==1.0.1
     # via
     #   boto3
     #   botocore
-joserfc==1.3.2
+joserfc==1.3.3
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core (pyproject.toml)
@@ -237,22 +237,22 @@ py-partiql-parser==0.6.1
     # via moto-ext
 pyasn1==0.6.1
     # via rsa
-pycparser==2.22
+pycparser==2.23
     # via cffi
-pydantic==2.11.7
+pydantic==2.11.9
     # via aws-sam-translator
 pydantic-core==2.33.2
     # via pydantic
 pygments==2.19.2
     # via rich
-pymongo==4.14.1
+pymongo==4.15.0
     # via localstack-core (pyproject.toml)
-pyopenssl==25.1.0
+pyopenssl==25.2.0
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
     #   localstack-twisted
-pyparsing==3.2.3
+pyparsing==3.2.4
     # via moto-ext
 pyproject-hooks==1.2.0
     # via build
@@ -363,11 +363,11 @@ wrapt==1.17.3
     # via aws-xray-sdk
 wsproto==1.2.0
     # via hypercorn
-xmltodict==0.15.1
+xmltodict==1.0.0
     # via
     #   localstack-core
     #   moto-ext
-zope-interface==7.2
+zope-interface==8.0
     # via localstack-twisted
 
 # The following packages are considered to be unsafe in a requirements file:
diff --git a/requirements-test.txt b/requirements-test.txt
index cb0caf98fcdfe..d559277b08506 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -29,9 +29,9 @@ aws-cdk-asset-awscli-v1==2.2.242
     # via aws-cdk-lib
 aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
-aws-cdk-cloud-assembly-schema==48.8.0
+aws-cdk-cloud-assembly-schema==48.9.0
     # via aws-cdk-lib
-aws-cdk-lib==2.214.0
+aws-cdk-lib==2.215.0
     # via localstack-core (pyproject.toml)
 aws-sam-translator==1.100.0
     # via
@@ -175,7 +175,7 @@ jmespath==1.0.1
     # via
     #   boto3
     #   botocore
-joserfc==1.3.2
+joserfc==1.3.3
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core
@@ -299,9 +299,9 @@ py-partiql-parser==0.6.1
     # via moto-ext
 pyasn1==0.6.1
     # via rsa
-pycparser==2.22
+pycparser==2.23
     # via cffi
-pydantic==2.11.7
+pydantic==2.11.9
     # via aws-sam-translator
 pydantic-core==2.33.2
     # via pydantic
@@ -309,13 +309,13 @@ pygments==2.19.2
     # via
     #   pytest
     #   rich
-pymongo==4.14.1
+pymongo==4.15.0
     # via localstack-core
-pyopenssl==25.1.0
+pyopenssl==25.2.0
     # via
     #   localstack-core
     #   localstack-twisted
-pyparsing==3.2.3
+pyparsing==3.2.4
     # via moto-ext
 pyproject-hooks==1.2.0
     # via build
@@ -458,11 +458,11 @@ wrapt==1.17.3
     # via aws-xray-sdk
 wsproto==1.2.0
     # via hypercorn
-xmltodict==0.15.1
+xmltodict==1.0.0
     # via
     #   localstack-core
     #   moto-ext
-zope-interface==7.2
+zope-interface==8.0
     # via localstack-twisted
 
 # The following packages are considered to be unsafe in a requirements file:
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index bd3b6aa2459c1..301cc05305a58 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -29,9 +29,9 @@ aws-cdk-asset-awscli-v1==2.2.242
     # via aws-cdk-lib
 aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
-aws-cdk-cloud-assembly-schema==48.8.0
+aws-cdk-cloud-assembly-schema==48.9.0
     # via aws-cdk-lib
-aws-cdk-lib==2.214.0
+aws-cdk-lib==2.215.0
     # via localstack-core
 aws-sam-translator==1.100.0
     # via
@@ -49,7 +49,7 @@ boto3==1.40.30
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-boto3-stubs==1.40.26
+boto3-stubs==1.40.31
     # via localstack-core (pyproject.toml)
 botocore==1.40.30
     # via
@@ -59,7 +59,7 @@ botocore==1.40.30
     #   localstack-core
     #   moto-ext
     #   s3transfer
-botocore-stubs==1.40.26
+botocore-stubs==1.40.31
     # via boto3-stubs
 build==1.3.0
     # via
@@ -195,7 +195,7 @@ jmespath==1.0.1
     # via
     #   boto3
     #   botocore
-joserfc==1.3.2
+joserfc==1.3.3
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core
@@ -260,7 +260,7 @@ mpmath==1.3.0
     # via sympy
 multipart==1.3.0
     # via moto-ext
-mypy==1.17.1
+mypy==1.18.1
     # via localstack-core
 mypy-boto3-acm==1.40.0
     # via boto3-stubs
@@ -282,13 +282,13 @@ mypy-boto3-appsync==1.40.0
     # via boto3-stubs
 mypy-boto3-athena==1.40.0
     # via boto3-stubs
-mypy-boto3-autoscaling==1.40.0
+mypy-boto3-autoscaling==1.40.27
     # via boto3-stubs
 mypy-boto3-backup==1.40.0
     # via boto3-stubs
 mypy-boto3-batch==1.40.19
     # via boto3-stubs
-mypy-boto3-ce==1.40.0
+mypy-boto3-ce==1.40.31
     # via boto3-stubs
 mypy-boto3-cloudcontrol==1.40.0
     # via boto3-stubs
@@ -298,7 +298,7 @@ mypy-boto3-cloudfront==1.40.23
     # via boto3-stubs
 mypy-boto3-cloudtrail==1.40.0
     # via boto3-stubs
-mypy-boto3-cloudwatch==1.40.0
+mypy-boto3-cloudwatch==1.40.27
     # via boto3-stubs
 mypy-boto3-codebuild==1.40.8
     # via boto3-stubs
@@ -328,7 +328,7 @@ mypy-boto3-ec2==1.40.24
     # via boto3-stubs
 mypy-boto3-ecr==1.40.0
     # via boto3-stubs
-mypy-boto3-ecs==1.40.25
+mypy-boto3-ecs==1.40.29
     # via boto3-stubs
 mypy-boto3-efs==1.40.0
     # via boto3-stubs
@@ -398,7 +398,7 @@ mypy-boto3-neptune==1.40.22
     # via boto3-stubs
 mypy-boto3-opensearch==1.40.0
     # via boto3-stubs
-mypy-boto3-organizations==1.40.8
+mypy-boto3-organizations==1.40.27
     # via boto3-stubs
 mypy-boto3-pi==1.40.19
     # via boto3-stubs
@@ -410,7 +410,7 @@ mypy-boto3-qldb==1.40.16
     # via boto3-stubs
 mypy-boto3-qldb-session==1.40.19
     # via boto3-stubs
-mypy-boto3-rds==1.40.24
+mypy-boto3-rds==1.40.29
     # via boto3-stubs
 mypy-boto3-rds-data==1.40.0
     # via boto3-stubs
@@ -428,9 +428,9 @@ mypy-boto3-route53resolver==1.40.0
     # via boto3-stubs
 mypy-boto3-s3==1.40.26
     # via boto3-stubs
-mypy-boto3-s3control==1.40.12
+mypy-boto3-s3control==1.40.31
     # via boto3-stubs
-mypy-boto3-sagemaker==1.40.25
+mypy-boto3-sagemaker==1.40.27
     # via boto3-stubs
 mypy-boto3-sagemaker-runtime==1.40.17
     # via boto3-stubs
@@ -545,9 +545,9 @@ py-partiql-parser==0.6.1
     # via moto-ext
 pyasn1==0.6.1
     # via rsa
-pycparser==2.22
+pycparser==2.23
     # via cffi
-pydantic==2.11.7
+pydantic==2.11.9
     # via aws-sam-translator
 pydantic-core==2.33.2
     # via pydantic
@@ -555,15 +555,15 @@ pygments==2.19.2
     # via
     #   pytest
     #   rich
-pymongo==4.14.1
+pymongo==4.15.0
     # via localstack-core
-pyopenssl==25.1.0
+pyopenssl==25.2.0
     # via
     #   localstack-core
     #   localstack-twisted
 pypandoc==1.15
     # via localstack-core
-pyparsing==3.2.3
+pyparsing==3.2.4
     # via moto-ext
 pyproject-hooks==1.2.0
     # via build
@@ -643,7 +643,7 @@ rsa==4.7.2
     # via awscli
 rstr==3.2.2
     # via localstack-core
-ruff==0.12.12
+ruff==0.13.0
     # via localstack-core
 s3transfer==0.14.0
     # via
@@ -823,11 +823,11 @@ wrapt==1.17.3
     # via aws-xray-sdk
 wsproto==1.2.0
     # via hypercorn
-xmltodict==0.15.1
+xmltodict==1.0.0
     # via
     #   localstack-core
     #   moto-ext
-zope-interface==7.2
+zope-interface==8.0
     # via localstack-twisted
 
 # The following packages are considered to be unsafe in a requirements file:

From 7a1d43064e413548c377f15d91450a1abd3fb2f5 Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Tue, 16 Sep 2025 14:52:13 +0100
Subject: [PATCH 212/697] CFn: fix invalid behaviour for nested intrinsic calls
 (#13146)

---
 .../engine/v2/change_set_model_preproc.py     |  9 ++-
 .../engine/v2/change_set_model_transform.py   |  5 +-
 .../engine/v2/change_set_model_validator.py   | 18 ++---
 .../resource_providers/aws_ecr_repository.py  |  4 ++
 .../test_change_set_fn_select.py              | 70 +++++++++++++++++++
 .../test_change_set_fn_select.snapshot.json   |  9 +++
 .../test_change_set_fn_select.validation.json |  9 +++
 7 files changed, 104 insertions(+), 20 deletions(-)

diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
index a3f2d341f4a8b..b0abaf91d9a02 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
@@ -844,11 +844,14 @@ def visit_node_intrinsic_function_fn_select(
         # TODO: add further support for schema validation
         def _compute_fn_select(args: list[Any]) -> Any:
             values = args[1]
+            # defer evaluation if the selection list contains unresolved elements (e.g., unresolved intrinsics)
+            if isinstance(values, list) and not all(isinstance(value, str) for value in values):
+                raise RuntimeError("Fn::Select list contains unresolved elements")
+
             if not isinstance(values, list) or not values:
                 raise ValidationError(
                     "Template error: Fn::Select requires a list argument with two elements: an integer index and a list"
                 )
-            values_len = len(values)
             try:
                 index: int = int(args[0])
             except ValueError as e:
@@ -856,10 +859,6 @@ def _compute_fn_select(args: list[Any]) -> Any:
                     "Template error: Fn::Select requires a list argument with two elements: an integer index and a list"
                 ) from e
 
-            # defer evaluation if the selection list contains unresolved elements (e.g., unresolved intrinsics)
-            if any(v is None for v in values):
-                raise RuntimeError("Fn::Select list contains unresolved elements")
-
             values_len = len(values)
             if index < 0 or index >= values_len:
                 raise ValidationError(
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_transform.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_transform.py
index f031a58725fa1..4aaae2d129ebd 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_transform.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_transform.py
@@ -501,7 +501,10 @@ def _invoke_macro(self, name: str, parameters: dict, fragment: dict, allow_strin
     def visit_node_intrinsic_function_fn_get_att(
         self, node_intrinsic_function: NodeIntrinsicFunction
     ) -> PreprocEntityDelta:
-        return self.visit(node_intrinsic_function.arguments)
+        try:
+            return super().visit_node_intrinsic_function_fn_get_att(node_intrinsic_function)
+        except RuntimeError:
+            return self.visit(node_intrinsic_function.arguments)
 
     def visit_node_intrinsic_function_fn_sub(
         self, node_intrinsic_function: NodeIntrinsicFunction
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_validator.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_validator.py
index c6eeba13f8b1c..dfc386f00a330 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_validator.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_validator.py
@@ -4,7 +4,6 @@
 from botocore.exceptions import ParamValidationError
 
 from localstack.services.cloudformation.engine.v2.change_set_model import (
-    Maybe,
     NodeIntrinsicFunction,
     NodeProperty,
     NodeResource,
@@ -32,19 +31,10 @@ def visit_node_template(self, node_template: NodeTemplate):
     def visit_node_intrinsic_function_fn_get_att(
         self, node_intrinsic_function: NodeIntrinsicFunction
     ) -> PreprocEntityDelta:
-        arguments_delta = self.visit(node_intrinsic_function.arguments)
-        before_arguments: Maybe[str | list[str]] = arguments_delta.before
-        after_arguments: Maybe[str | list[str]] = arguments_delta.after
-
-        before = self._before_cache.get(node_intrinsic_function.scope, Nothing)
-        if is_nothing(before) and not is_nothing(before_arguments):
-            before = ".".join(before_arguments)
-
-        after = self._after_cache.get(node_intrinsic_function.scope, Nothing)
-        if is_nothing(after) and not is_nothing(after_arguments):
-            after = ".".join(after_arguments)
-
-        return PreprocEntityDelta(before=before, after=after)
+        try:
+            return super().visit_node_intrinsic_function_fn_get_att(node_intrinsic_function)
+        except RuntimeError:
+            return self.visit(node_intrinsic_function.arguments)
 
     def visit_node_intrinsic_function_fn_sub(
         self, node_intrinsic_function: NodeIntrinsicFunction
diff --git a/localstack-core/localstack/services/ecr/resource_providers/aws_ecr_repository.py b/localstack-core/localstack/services/ecr/resource_providers/aws_ecr_repository.py
index d0e5aefb2e1ba..a5475880ada6a 100644
--- a/localstack-core/localstack/services/ecr/resource_providers/aws_ecr_repository.py
+++ b/localstack-core/localstack/services/ecr/resource_providers/aws_ecr_repository.py
@@ -90,6 +90,10 @@ def create(
 
         """
         model = request.desired_state
+        model["RepositoryName"] = (
+            model.get("RepositoryName")
+            or util.generate_default_name(request.stack_name, request.logical_resource_id).lower()
+        )
 
         default_repos_per_stack[request.stack_name] = model["RepositoryName"]
         LOG.warning(
diff --git a/tests/aws/services/cloudformation/test_change_set_fn_select.py b/tests/aws/services/cloudformation/test_change_set_fn_select.py
index a45548c807bc4..8bb812cbe97d3 100644
--- a/tests/aws/services/cloudformation/test_change_set_fn_select.py
+++ b/tests/aws/services/cloudformation/test_change_set_fn_select.py
@@ -236,3 +236,73 @@ def test_invalid_select_index_type(self, snapshot, aws_client, cleanups, select_
             )
 
         snapshot.match("error", exc_info.value.response)
+
+    @markers.aws.validated
+    def test_nested_select_within_other_intrinsics(self, snapshot, deploy_cfn_template):
+        template = json.dumps(
+            {
+                "Resources": {
+                    "Repo": {
+                        "Type": "AWS::ECR::Repository",
+                    },
+                    "Parameter": {
+                        "Type": "AWS::SSM::Parameter",
+                        "Properties": {
+                            "Type": "String",
+                            "Value": {
+                                "Fn::Join": [
+                                    "",
+                                    [
+                                        {
+                                            "Fn::Select": [
+                                                4,
+                                                {
+                                                    "Fn::Split": [
+                                                        ":",
+                                                        {"Fn::GetAtt": ["Repo", "Arn"]},
+                                                    ]
+                                                },
+                                            ]
+                                        },
+                                        ".dkr.ecr.",
+                                        {
+                                            "Fn::Select": [
+                                                3,
+                                                {
+                                                    "Fn::Split": [
+                                                        ":",
+                                                        {"Fn::GetAtt": ["Repo", "Arn"]},
+                                                    ]
+                                                },
+                                            ]
+                                        },
+                                        ".",
+                                        {"Ref": "AWS::URLSuffix"},
+                                        "/",
+                                        {"Ref": "Repo"},
+                                    ],
+                                ]
+                            },
+                        },
+                    },
+                },
+                "Outputs": {
+                    "RepoName": {"Value": {"Ref": "Repo"}},
+                    "ParameterValue": {
+                        "Value": {
+                            "Fn::GetAtt": ["Parameter", "Value"],
+                        },
+                    },
+                },
+            }
+        )
+        stack = deploy_cfn_template(template=template)
+        snapshot.add_transformer(snapshot.transform.regex(stack.outputs["RepoName"], "<repo-name>"))
+        # the domain name is different between AWS and LocalStack so transform this value out
+        snapshot.add_transformer(
+            snapshot.transform.regex(
+                r"(localhost\.localstack\.cloud(:\d+)?|amazonaws\.com)", "<domain>"
+            )
+        )
+
+        snapshot.match("parameter-value", stack.outputs)
diff --git a/tests/aws/services/cloudformation/test_change_set_fn_select.snapshot.json b/tests/aws/services/cloudformation/test_change_set_fn_select.snapshot.json
index 2c46767591027..976defe99169b 100644
--- a/tests/aws/services/cloudformation/test_change_set_fn_select.snapshot.json
+++ b/tests/aws/services/cloudformation/test_change_set_fn_select.snapshot.json
@@ -2436,5 +2436,14 @@
         }
       }
     }
+  },
+  "tests/aws/services/cloudformation/test_change_set_fn_select.py::TestChangeSetFnSelect::test_nested_select_within_other_intrinsics": {
+    "recorded-date": "16-09-2025, 10:30:37",
+    "recorded-content": {
+      "parameter-value": {
+        "ParameterValue": "111111111111.dkr.ecr.<region>.<domain>/<repo-name>",
+        "RepoName": "<repo-name>"
+      }
+    }
   }
 }
diff --git a/tests/aws/services/cloudformation/test_change_set_fn_select.validation.json b/tests/aws/services/cloudformation/test_change_set_fn_select.validation.json
index 51be31d800883..d642aa33a59c3 100644
--- a/tests/aws/services/cloudformation/test_change_set_fn_select.validation.json
+++ b/tests/aws/services/cloudformation/test_change_set_fn_select.validation.json
@@ -43,5 +43,14 @@
       "teardown": 0.0,
       "total": 0.14
     }
+  },
+  "tests/aws/services/cloudformation/test_change_set_fn_select.py::TestChangeSetFnSelect::test_nested_select_within_other_intrinsics": {
+    "last_validated_date": "2025-09-16T10:30:37+00:00",
+    "durations_in_seconds": {
+      "setup": 0.95,
+      "call": 12.37,
+      "teardown": 6.51,
+      "total": 19.83
+    }
   }
 }

From 1501439440de5cf961168313b0f91de33a0bdc39 Mon Sep 17 00:00:00 2001
From: "localstack[bot]" <localstack-bot@users.noreply.github.com>
Date: Tue, 16 Sep 2025 15:10:00 +0000
Subject: [PATCH 213/697] release version 4.8.1


From ad5b3695a12c54b1c9ea59c173eabfb8b8d679a5 Mon Sep 17 00:00:00 2001
From: "localstack[bot]" <localstack-bot@users.noreply.github.com>
Date: Tue, 16 Sep 2025 15:11:48 +0000
Subject: [PATCH 214/697] prepare next development iteration


From f04ea143154b6efef272be5e3a30478fcdb993e4 Mon Sep 17 00:00:00 2001
From: Alex Rashed <2796604+alexrashed@users.noreply.github.com>
Date: Wed, 17 Sep 2025 12:04:55 +0200
Subject: [PATCH 215/697] opensearch: add new versions (#13134)

---
 localstack-core/localstack/constants.py       |  29 -----
 .../localstack/services/es/provider.py        |   4 +-
 .../localstack/services/opensearch/cluster.py |  22 ++--
 .../services/opensearch/packages.py           |  33 ++++--
 .../services/opensearch/provider.py           |   7 +-
 .../services/opensearch/versions.py           |  61 +++++++++--
 .../Bookstore/BookstoreStack.json             |   2 +-
 .../aws/scenario/bookstore/test_bookstore.py  |   4 +
 .../bookstore/test_bookstore.snapshot.json    |  56 ++++++++--
 .../bookstore/test_bookstore.validation.json  |   8 +-
 tests/aws/services/es/test_es.py              |   8 +-
 .../services/opensearch/test_opensearch.py    |  13 ++-
 .../opensearch/test_opensearch.snapshot.json  | 100 +++++++++++++++---
 .../test_opensearch.validation.json           |  34 ++++--
 14 files changed, 288 insertions(+), 93 deletions(-)

diff --git a/localstack-core/localstack/constants.py b/localstack-core/localstack/constants.py
index c8833e557fced..27e3ace83c083 100644
--- a/localstack-core/localstack/constants.py
+++ b/localstack-core/localstack/constants.py
@@ -102,32 +102,6 @@
 # strings with valid log levels for LS_LOG
 LOG_LEVELS = ("trace-internal", "trace", "debug", "info", "warn", "error", "warning")
 
-# the version of elasticsearch that is pre-seeded into the base image (sync with Dockerfile.base)
-ELASTICSEARCH_DEFAULT_VERSION = "Elasticsearch_7.10"
-# See https://docs.aws.amazon.com/ja_jp/elasticsearch-service/latest/developerguide/aes-supported-plugins.html
-ELASTICSEARCH_PLUGIN_LIST = [
-    "analysis-icu",
-    "ingest-attachment",
-    "analysis-kuromoji",
-    "mapper-murmur3",
-    "mapper-size",
-    "analysis-phonetic",
-    "analysis-smartcn",
-    "analysis-stempel",
-    "analysis-ukrainian",
-]
-# Default ES modules to exclude (save apprx 66MB in the final image)
-ELASTICSEARCH_DELETE_MODULES = ["ingest-geoip"]
-
-# the version of opensearch which is used by default
-OPENSEARCH_DEFAULT_VERSION = "OpenSearch_2.11"
-
-# See https://docs.aws.amazon.com/opensearch-service/latest/developerguide/supported-plugins.html
-OPENSEARCH_PLUGIN_LIST = [
-    "ingest-attachment",
-    "analysis-kuromoji",
-]
-
 # API endpoint for analytics events
 API_ENDPOINT = os.environ.get("API_ENDPOINT") or "https://api.localstack.cloud/v1"
 # new analytics API endpoint
@@ -171,9 +145,6 @@
 DEFAULT_BUCKET_MARKER_LOCAL = "hot-reload"
 LEGACY_DEFAULT_BUCKET_MARKER_LOCAL = "__local__"
 
-# user that starts the opensearch process if the current user is root
-OS_USER_OPENSEARCH = "localstack"
-
 # output string that indicates that the stack is ready
 READY_MARKER_OUTPUT = "Ready."
 
diff --git a/localstack-core/localstack/services/es/provider.py b/localstack-core/localstack/services/es/provider.py
index 0188b19ca8ba3..0551b956d8621 100644
--- a/localstack-core/localstack/services/es/provider.py
+++ b/localstack-core/localstack/services/es/provider.py
@@ -3,7 +3,6 @@
 
 from botocore.exceptions import ClientError
 
-from localstack import constants
 from localstack.aws.api import RequestContext, handler
 from localstack.aws.api.es import (
     ARN,
@@ -68,6 +67,7 @@
     VersionString,
 )
 from localstack.aws.connect import connect_to
+from localstack.services.opensearch.packages import ELASTICSEARCH_DEFAULT_VERSION
 
 
 def _version_to_opensearch(
@@ -236,7 +236,7 @@ def create_elasticsearch_domain(
         engine_version = (
             _version_to_opensearch(elasticsearch_version)
             if elasticsearch_version
-            else constants.ELASTICSEARCH_DEFAULT_VERSION
+            else ELASTICSEARCH_DEFAULT_VERSION
         )
         kwargs = {
             "DomainName": domain_name,
diff --git a/localstack-core/localstack/services/opensearch/cluster.py b/localstack-core/localstack/services/opensearch/cluster.py
index f8f4c54d8cd76..e19c92bccb086 100644
--- a/localstack-core/localstack/services/opensearch/cluster.py
+++ b/localstack-core/localstack/services/opensearch/cluster.py
@@ -18,7 +18,12 @@
 from localstack.http.proxy import ProxyHandler
 from localstack.services.edge import ROUTER
 from localstack.services.opensearch import versions
-from localstack.services.opensearch.packages import elasticsearch_package, opensearch_package
+from localstack.services.opensearch.packages import (
+    ELASTICSEARCH_DEFAULT_VERSION,
+    OPENSEARCH_DEFAULT_VERSION,
+    elasticsearch_package,
+    opensearch_package,
+)
 from localstack.utils.aws.arns import parse_arn
 from localstack.utils.common import (
     ShellCommandThread,
@@ -37,6 +42,9 @@
 INTERNAL_USER_AUTH = ("localstack-internal", "localstack-internal")
 DEFAULT_BACKEND_HOST = "127.0.0.1"
 
+# user that starts the opensearch process if the current user is root
+OS_USER_OPENSEARCH = "localstack"
+
 CommandSettings = dict[str, str]
 
 
@@ -314,7 +322,7 @@ def __init__(
 
     @property
     def default_version(self) -> str:
-        return constants.OPENSEARCH_DEFAULT_VERSION
+        return OPENSEARCH_DEFAULT_VERSION
 
     @property
     def version(self) -> str:
@@ -336,7 +344,7 @@ def bin_name(self) -> str:
 
     @property
     def os_user(self):
-        return constants.OS_USER_OPENSEARCH
+        return OS_USER_OPENSEARCH
 
     def health(self) -> str | None:
         return get_cluster_health_status(self.url, auth=self.auth)
@@ -580,7 +588,7 @@ def version(self):
 
     @property
     def default_version(self):
-        return constants.OPENSEARCH_DEFAULT_VERSION
+        return OPENSEARCH_DEFAULT_VERSION
 
     @property
     def url(self) -> str:
@@ -658,7 +666,7 @@ def __init__(
 
     @property
     def default_version(self) -> str:
-        return constants.ELASTICSEARCH_DEFAULT_VERSION
+        return ELASTICSEARCH_DEFAULT_VERSION
 
     @property
     def bin_name(self) -> str:
@@ -666,7 +674,7 @@ def bin_name(self) -> str:
 
     @property
     def os_user(self):
-        return constants.OS_USER_OPENSEARCH
+        return OS_USER_OPENSEARCH
 
     def _ensure_installed(self):
         elasticsearch_package.install(self.version)
@@ -710,7 +718,7 @@ def _create_env_vars(self, directories: Directories) -> dict:
 class EdgeProxiedElasticsearchCluster(EdgeProxiedOpensearchCluster):
     @property
     def default_version(self):
-        return constants.ELASTICSEARCH_DEFAULT_VERSION
+        return ELASTICSEARCH_DEFAULT_VERSION
 
     def _backend_cluster(self) -> OpensearchCluster:
         return ElasticsearchCluster(
diff --git a/localstack-core/localstack/services/opensearch/packages.py b/localstack-core/localstack/services/opensearch/packages.py
index 8b0e91368b256..b5c266512ba43 100644
--- a/localstack-core/localstack/services/opensearch/packages.py
+++ b/localstack-core/localstack/services/opensearch/packages.py
@@ -9,13 +9,6 @@
 import semver
 
 from localstack import config
-from localstack.constants import (
-    ELASTICSEARCH_DEFAULT_VERSION,
-    ELASTICSEARCH_DELETE_MODULES,
-    ELASTICSEARCH_PLUGIN_LIST,
-    OPENSEARCH_DEFAULT_VERSION,
-    OPENSEARCH_PLUGIN_LIST,
-)
 from localstack.packages import InstallTarget, Package, PackageInstaller
 from localstack.packages.java import java_package
 from localstack.services.opensearch import versions
@@ -32,6 +25,32 @@
 
 LOG = logging.getLogger(__name__)
 
+# the version of opensearch which is used by default
+OPENSEARCH_DEFAULT_VERSION = "OpenSearch_3.1"
+
+# See https://docs.aws.amazon.com/opensearch-service/latest/developerguide/supported-plugins.html
+OPENSEARCH_PLUGIN_LIST = [
+    "ingest-attachment",
+    "analysis-kuromoji",
+]
+
+# the version of elasticsearch that is pre-seeded into the base image (sync with Dockerfile.base)
+ELASTICSEARCH_DEFAULT_VERSION = "Elasticsearch_7.10"
+
+# See https://docs.aws.amazon.com/ja_jp/elasticsearch-service/latest/developerguide/aes-supported-plugins.html
+ELASTICSEARCH_PLUGIN_LIST = [
+    "analysis-icu",
+    "ingest-attachment",
+    "analysis-kuromoji",
+    "mapper-murmur3",
+    "mapper-size",
+    "analysis-phonetic",
+    "analysis-smartcn",
+    "analysis-stempel",
+    "analysis-ukrainian",
+]
+# Default ES modules to exclude (save apprx 66MB in the final image)
+ELASTICSEARCH_DELETE_MODULES = ["ingest-geoip"]
 
 _OPENSEARCH_INSTALL_LOCKS = SynchronizedDefaultDict(threading.RLock)
 
diff --git a/localstack-core/localstack/services/opensearch/provider.py b/localstack-core/localstack/services/opensearch/provider.py
index c3ac8e4331a35..0818e1700c20f 100644
--- a/localstack-core/localstack/services/opensearch/provider.py
+++ b/localstack-core/localstack/services/opensearch/provider.py
@@ -26,6 +26,7 @@
     CognitoOptions,
     CognitoOptionsStatus,
     ColdStorageOptions,
+    CompatibleVersionsMap,
     CreateDomainRequest,
     CreateDomainResponse,
     DeleteDomainResponse,
@@ -75,7 +76,6 @@
     VolumeType,
     VPCDerivedInfoStatus,
 )
-from localstack.constants import OPENSEARCH_DEFAULT_VERSION
 from localstack.services.opensearch import versions
 from localstack.services.opensearch.cluster import SecurityOptions
 from localstack.services.opensearch.cluster_manager import (
@@ -84,6 +84,7 @@
     create_cluster_manager,
 )
 from localstack.services.opensearch.models import OpenSearchStore, opensearch_stores
+from localstack.services.opensearch.packages import OPENSEARCH_DEFAULT_VERSION
 from localstack.services.plugins import ServiceLifecycleHook
 from localstack.state import AssetDirectory, StateVisitor
 from localstack.utils.aws.arns import parse_arn
@@ -650,6 +651,10 @@ def get_compatible_versions(
                 for comp in versions.compatible_versions
                 if comp["SourceVersion"] == version_filter
             ]
+            if not compatible_versions:
+                compatible_versions = [
+                    CompatibleVersionsMap(SourceVersion=version_filter, TargetVersions=[])
+                ]
         return GetCompatibleVersionsResponse(CompatibleVersions=compatible_versions)
 
     def describe_domain_config(
diff --git a/localstack-core/localstack/services/opensearch/versions.py b/localstack-core/localstack/services/opensearch/versions.py
index a5f8a3d5a7179..17a67a184b4c3 100644
--- a/localstack-core/localstack/services/opensearch/versions.py
+++ b/localstack-core/localstack/services/opensearch/versions.py
@@ -13,13 +13,17 @@
 
 # Internal representation of the OpenSearch versions (without the "OpenSearch_" prefix)
 _opensearch_install_versions = {
+    "3.1": "3.1.0",
+    "2.19": "2.19.3",
+    "2.17": "2.17.1",
+    "2.15": "2.15.0",
     "2.13": "2.13.0",
     "2.11": "2.11.1",
     "2.9": "2.9.0",
     "2.7": "2.7.0",
     "2.5": "2.5.0",
     "2.3": "2.3.0",
-    "1.3": "1.3.12",
+    "1.3": "1.3.20",
     "1.2": "1.2.4",
     "1.1": "1.1.0",
     "1.0": "1.0.0",
@@ -221,6 +225,9 @@
             "OpenSearch_2.9",
             "OpenSearch_2.11",
             "OpenSearch_2.13",
+            "OpenSearch_2.15",
+            "OpenSearch_2.17",
+            "OpenSearch_2.19",
         ],
     ),
     CompatibleVersionsMap(
@@ -231,28 +238,68 @@
             "OpenSearch_2.9",
             "OpenSearch_2.11",
             "OpenSearch_2.13",
+            "OpenSearch_2.15",
+            "OpenSearch_2.17",
+            "OpenSearch_2.19",
         ],
     ),
     CompatibleVersionsMap(
         SourceVersion="OpenSearch_2.5",
-        TargetVersions=["OpenSearch_2.7", "OpenSearch_2.9", "OpenSearch_2.11", "OpenSearch_2.13"],
+        TargetVersions=[
+            "OpenSearch_2.7",
+            "OpenSearch_2.9",
+            "OpenSearch_2.11",
+            "OpenSearch_2.13",
+            "OpenSearch_2.15",
+            "OpenSearch_2.17",
+            "OpenSearch_2.19",
+        ],
     ),
     CompatibleVersionsMap(
         SourceVersion="OpenSearch_2.7",
-        TargetVersions=["OpenSearch_2.9", "OpenSearch_2.11", "OpenSearch_2.13"],
+        TargetVersions=[
+            "OpenSearch_2.9",
+            "OpenSearch_2.11",
+            "OpenSearch_2.13",
+            "OpenSearch_2.15",
+            "OpenSearch_2.17",
+            "OpenSearch_2.19",
+        ],
     ),
     CompatibleVersionsMap(
         SourceVersion="OpenSearch_2.9",
-        TargetVersions=["OpenSearch_2.11", "OpenSearch_2.13"],
+        TargetVersions=[
+            "OpenSearch_2.11",
+            "OpenSearch_2.13",
+            "OpenSearch_2.15",
+            "OpenSearch_2.17",
+            "OpenSearch_2.19",
+        ],
     ),
     CompatibleVersionsMap(
         SourceVersion="OpenSearch_2.11",
-        TargetVersions=["OpenSearch_2.13"],
+        TargetVersions=["OpenSearch_2.13", "OpenSearch_2.15", "OpenSearch_2.17", "OpenSearch_2.19"],
+    ),
+    CompatibleVersionsMap(
+        SourceVersion="OpenSearch_2.13",
+        TargetVersions=["OpenSearch_2.15", "OpenSearch_2.17", "OpenSearch_2.19"],
+    ),
+    CompatibleVersionsMap(
+        SourceVersion="OpenSearch_2.15",
+        TargetVersions=["OpenSearch_2.17", "OpenSearch_2.19"],
+    ),
+    CompatibleVersionsMap(
+        SourceVersion="OpenSearch_2.17",
+        TargetVersions=["OpenSearch_2.19"],
+    ),
+    CompatibleVersionsMap(
+        SourceVersion="OpenSearch_2.19",
+        TargetVersions=["OpenSearch_3.1"],
     ),
 ]
 
 
-def get_install_type_and_version(version: str) -> (EngineType, str):
+def get_install_type_and_version(version: str) -> tuple[EngineType, str]:
     engine_type = EngineType(version.split("_")[0])
 
     if version not in install_versions:
@@ -297,6 +344,8 @@ def get_download_url(install_version: str, engine_type: EngineType) -> str:
         return _opensearch_url(install_version)
     elif engine_type == EngineType.Elasticsearch:
         return _es_url(install_version)
+    else:
+        raise ValueError(f"Unknown OpenSearch engine type: {engine_type}")
 
 
 def fetch_latest_versions() -> dict[str, str]:  # pragma: no cover
diff --git a/tests/aws/cdk_templates/Bookstore/BookstoreStack.json b/tests/aws/cdk_templates/Bookstore/BookstoreStack.json
index e1486e5fcd76c..058c14eba1271 100644
--- a/tests/aws/cdk_templates/Bookstore/BookstoreStack.json
+++ b/tests/aws/cdk_templates/Bookstore/BookstoreStack.json
@@ -202,7 +202,7 @@
         "EncryptionAtRestOptions": {
           "Enabled": false
         },
-        "EngineVersion": "OpenSearch_2.11",
+        "EngineVersion": "OpenSearch_3.1",
         "LogPublishingOptions": {},
         "NodeToNodeEncryptionOptions": {
           "Enabled": false
diff --git a/tests/aws/scenario/bookstore/test_bookstore.py b/tests/aws/scenario/bookstore/test_bookstore.py
index 149a7872a1fee..e707c91f509fa 100644
--- a/tests/aws/scenario/bookstore/test_bookstore.py
+++ b/tests/aws/scenario/bookstore/test_bookstore.py
@@ -287,7 +287,9 @@ def _verify_search(category: str, expected_amount: int):
             "$..ClusterConfig.DedicatedMasterType",  # added in LS
             "$..ClusterConfig.Options.DedicatedMasterCount",  # added in LS
             "$..ClusterConfig.Options.DedicatedMasterType",  # added in LS
+            "$..DomainStatusList..AIMLOptions",  # missing
             "$..DomainStatusList..EBSOptions.Iops",  # added in LS
+            "$..DomainStatusList..IdentityCenterOptions",  # missing
             "$..DomainStatusList..IPAddressType",  # missing
             "$..DomainStatusList..DomainProcessingStatus",  # missing
             "$..DomainStatusList..ModifyingProperties",  # missing
@@ -299,7 +301,9 @@ def _verify_search(category: str, expected_amount: int):
             "$..ClusterConfig.MultiAZWithStandbyEnabled",  # missing
             "$..AdvancedSecurityOptions.AnonymousAuthEnabled",  # missing
             "$..AdvancedSecurityOptions.Options.AnonymousAuthEnabled",  # missing
+            "$..DomainConfig.AIMLOptions",  # missing
             "$..DomainConfig.ClusterConfig.Options.WarmEnabled",  # missing
+            "$..DomainConfig.IdentityCenterOptions",  # missing
             "$..DomainConfig.IPAddressType",  # missing
             "$..DomainConfig.ModifyingProperties",  # missing
             "$..ClusterConfig.Options.ColdStorageOptions",  # missing
diff --git a/tests/aws/scenario/bookstore/test_bookstore.snapshot.json b/tests/aws/scenario/bookstore/test_bookstore.snapshot.json
index 4fdc081fcaf06..e042de8f6645c 100644
--- a/tests/aws/scenario/bookstore/test_bookstore.snapshot.json
+++ b/tests/aws/scenario/bookstore/test_bookstore.snapshot.json
@@ -549,11 +549,20 @@
     }
   },
   "tests/aws/scenario/bookstore/test_bookstore.py::TestBookstoreApplication::test_opensearch_crud": {
-    "recorded-date": "15-07-2024, 12:55:29",
+    "recorded-date": "12-09-2025, 09:51:48",
     "recorded-content": {
       "describe_domains": {
         "DomainStatusList": [
           {
+            "AIMLOptions": {
+              "NaturalLanguageQueryGenerationOptions": {
+                "CurrentState": "NOT_ENABLED",
+                "DesiredState": "DISABLED"
+              },
+              "S3VectorsEngine": {
+                "Enabled": false
+              }
+            },
             "ARN": "arn:<partition>:es:<region>:111111111111:domain/<domain-name:1>",
             "AccessPolicies": "",
             "AdvancedOptions": {
@@ -609,8 +618,9 @@
               "Enabled": false
             },
             "Endpoint": "<endpoint:1>",
-            "EngineVersion": "OpenSearch_2.11",
+            "EngineVersion": "OpenSearch_3.1",
             "IPAddressType": "ipv4",
+            "IdentityCenterOptions": {},
             "ModifyingProperties": [],
             "NodeToNodeEncryptionOptions": {
               "Enabled": false
@@ -628,7 +638,7 @@
             "ServiceSoftwareOptions": {
               "AutomatedUpdateDate": "datetime",
               "Cancellable": false,
-              "CurrentVersion": "OpenSearch_2_11_R20240502-P2",
+              "CurrentVersion": "OpenSearch_3_1_R20250904-P1",
               "Description": "There is no software update available for this domain.",
               "NewVersion": "",
               "OptionalDeployment": true,
@@ -663,6 +673,24 @@
       },
       "describe_domain_config": {
         "DomainConfig": {
+          "AIMLOptions": {
+            "Options": {
+              "NaturalLanguageQueryGenerationOptions": {
+                "CurrentState": "NOT_ENABLED",
+                "DesiredState": "DISABLED"
+              },
+              "S3VectorsEngine": {
+                "Enabled": false
+              }
+            },
+            "Status": {
+              "CreationDate": "datetime",
+              "PendingDeletion": false,
+              "State": "Active",
+              "UpdateDate": "datetime",
+              "UpdateVersion": "update-version"
+            }
+          },
           "AccessPolicies": {
             "Options": "",
             "Status": {
@@ -795,7 +823,7 @@
             }
           },
           "EngineVersion": {
-            "Options": "OpenSearch_2.11",
+            "Options": "OpenSearch_3.1",
             "Status": {
               "CreationDate": "datetime",
               "PendingDeletion": false,
@@ -814,6 +842,16 @@
               "UpdateVersion": "update-version"
             }
           },
+          "IdentityCenterOptions": {
+            "Options": {},
+            "Status": {
+              "CreationDate": "datetime",
+              "PendingDeletion": false,
+              "State": "Active",
+              "UpdateDate": "datetime",
+              "UpdateVersion": "update-version"
+            }
+          },
           "LogPublishingOptions": {
             "Options": {},
             "Status": {
@@ -926,10 +964,8 @@
       "get_compatible_versions": {
         "CompatibleVersions": [
           {
-            "SourceVersion": "OpenSearch_2.11",
-            "TargetVersions": [
-              "OpenSearch_2.13"
-            ]
+            "SourceVersion": "OpenSearch_3.1",
+            "TargetVersions": []
           }
         ],
         "ResponseMetadata": {
@@ -939,6 +975,10 @@
       },
       "list_versions": {
         "Versions": [
+          "OpenSearch_3.1",
+          "OpenSearch_2.19",
+          "OpenSearch_2.17",
+          "OpenSearch_2.15",
           "OpenSearch_2.13",
           "OpenSearch_2.11",
           "OpenSearch_2.9",
diff --git a/tests/aws/scenario/bookstore/test_bookstore.validation.json b/tests/aws/scenario/bookstore/test_bookstore.validation.json
index 3b64f0fc25b2f..ddcc18749085b 100644
--- a/tests/aws/scenario/bookstore/test_bookstore.validation.json
+++ b/tests/aws/scenario/bookstore/test_bookstore.validation.json
@@ -3,7 +3,13 @@
     "last_validated_date": "2024-07-15T12:54:17+00:00"
   },
   "tests/aws/scenario/bookstore/test_bookstore.py::TestBookstoreApplication::test_opensearch_crud": {
-    "last_validated_date": "2024-07-15T12:55:29+00:00"
+    "last_validated_date": "2025-09-12T10:07:07+00:00",
+    "durations_in_seconds": {
+      "setup": 1157.65,
+      "call": 3.36,
+      "teardown": 919.26,
+      "total": 2080.27
+    }
   },
   "tests/aws/scenario/bookstore/test_bookstore.py::TestBookstoreApplication::test_search_books": {
     "last_validated_date": "2024-07-15T12:55:25+00:00"
diff --git a/tests/aws/services/es/test_es.py b/tests/aws/services/es/test_es.py
index a736aed91cc06..c8f1118edbbb5 100644
--- a/tests/aws/services/es/test_es.py
+++ b/tests/aws/services/es/test_es.py
@@ -5,8 +5,12 @@
 import pytest
 
 from localstack import config
-from localstack.constants import ELASTICSEARCH_DEFAULT_VERSION, OPENSEARCH_DEFAULT_VERSION
-from localstack.services.opensearch.packages import elasticsearch_package, opensearch_package
+from localstack.services.opensearch.packages import (
+    ELASTICSEARCH_DEFAULT_VERSION,
+    OPENSEARCH_DEFAULT_VERSION,
+    elasticsearch_package,
+    opensearch_package,
+)
 from localstack.testing.pytest import markers
 from localstack.utils.common import safe_requests as requests
 from localstack.utils.common import short_uid, start_worker_thread
diff --git a/tests/aws/services/opensearch/test_opensearch.py b/tests/aws/services/opensearch/test_opensearch.py
index b62dfce58f93b..ebebb8f35a13b 100644
--- a/tests/aws/services/opensearch/test_opensearch.py
+++ b/tests/aws/services/opensearch/test_opensearch.py
@@ -24,11 +24,6 @@
     OpenSearchPartitionInstanceType,
     VolumeType,
 )
-from localstack.constants import (
-    ELASTICSEARCH_DEFAULT_VERSION,
-    OPENSEARCH_DEFAULT_VERSION,
-    OPENSEARCH_PLUGIN_LIST,
-)
 from localstack.services.opensearch import provider
 from localstack.services.opensearch.cluster import CustomEndpoint, EdgeProxiedOpensearchCluster
 from localstack.services.opensearch.cluster_manager import (
@@ -39,7 +34,12 @@
     SingletonClusterManager,
     create_cluster_manager,
 )
-from localstack.services.opensearch.packages import opensearch_package
+from localstack.services.opensearch.packages import (
+    ELASTICSEARCH_DEFAULT_VERSION,
+    OPENSEARCH_DEFAULT_VERSION,
+    OPENSEARCH_PLUGIN_LIST,
+    opensearch_package,
+)
 from localstack.testing.aws.util import is_aws_cloud
 from localstack.testing.pytest import markers
 from localstack.utils.common import call_safe, poll_condition, retry, short_uid, start_worker_thread
@@ -697,7 +697,6 @@ def test_route_through_edge(self):
 
             response = requests.get(cluster_url)
             assert response.ok, f"cluster endpoint returned an error: {response.text}"
-            assert response.json()["version"]["number"] == "2.11.1"
 
             response = requests.get(f"{cluster_url}/_cluster/health")
             assert response.ok, f"cluster health endpoint returned an error: {response.text}"
diff --git a/tests/aws/services/opensearch/test_opensearch.snapshot.json b/tests/aws/services/opensearch/test_opensearch.snapshot.json
index 61a80b9be103f..a3445c9f91e4b 100644
--- a/tests/aws/services/opensearch/test_opensearch.snapshot.json
+++ b/tests/aws/services/opensearch/test_opensearch.snapshot.json
@@ -1,6 +1,6 @@
 {
   "tests/aws/services/opensearch/test_opensearch.py::TestOpensearchProvider::test_get_compatible_versions": {
-    "recorded-date": "16-07-2024, 13:05:15",
+    "recorded-date": "12-09-2025, 10:51:06",
     "recorded-content": {
       "source_versions": [
         "Elasticsearch_5.1",
@@ -25,6 +25,10 @@
         "OpenSearch_1.2",
         "OpenSearch_1.3",
         "OpenSearch_2.11",
+        "OpenSearch_2.13",
+        "OpenSearch_2.15",
+        "OpenSearch_2.17",
+        "OpenSearch_2.19",
         "OpenSearch_2.3",
         "OpenSearch_2.5",
         "OpenSearch_2.7",
@@ -159,37 +163,70 @@
         "OpenSearch_2.7",
         "OpenSearch_2.9",
         "OpenSearch_2.11",
-        "OpenSearch_2.13"
+        "OpenSearch_2.13",
+        "OpenSearch_2.15",
+        "OpenSearch_2.17",
+        "OpenSearch_2.19"
       ],
       "source_opensearch_2.11": [
-        "OpenSearch_2.13"
+        "OpenSearch_2.13",
+        "OpenSearch_2.15",
+        "OpenSearch_2.17",
+        "OpenSearch_2.19"
+      ],
+      "source_opensearch_2.13": [
+        "OpenSearch_2.15",
+        "OpenSearch_2.17",
+        "OpenSearch_2.19"
+      ],
+      "source_opensearch_2.15": [
+        "OpenSearch_2.17",
+        "OpenSearch_2.19"
+      ],
+      "source_opensearch_2.17": [
+        "OpenSearch_2.19"
+      ],
+      "source_opensearch_2.19": [
+        "OpenSearch_3.1"
       ],
       "source_opensearch_2.3": [
         "OpenSearch_2.5",
         "OpenSearch_2.7",
         "OpenSearch_2.9",
         "OpenSearch_2.11",
-        "OpenSearch_2.13"
+        "OpenSearch_2.13",
+        "OpenSearch_2.15",
+        "OpenSearch_2.17",
+        "OpenSearch_2.19"
       ],
       "source_opensearch_2.5": [
         "OpenSearch_2.7",
         "OpenSearch_2.9",
         "OpenSearch_2.11",
-        "OpenSearch_2.13"
+        "OpenSearch_2.13",
+        "OpenSearch_2.15",
+        "OpenSearch_2.17",
+        "OpenSearch_2.19"
       ],
       "source_opensearch_2.7": [
         "OpenSearch_2.9",
         "OpenSearch_2.11",
-        "OpenSearch_2.13"
+        "OpenSearch_2.13",
+        "OpenSearch_2.15",
+        "OpenSearch_2.17",
+        "OpenSearch_2.19"
       ],
       "source_opensearch_2.9": [
         "OpenSearch_2.11",
-        "OpenSearch_2.13"
+        "OpenSearch_2.13",
+        "OpenSearch_2.15",
+        "OpenSearch_2.17",
+        "OpenSearch_2.19"
       ]
     }
   },
   "tests/aws/services/opensearch/test_opensearch.py::TestOpensearchProvider::test_list_versions": {
-    "recorded-date": "16-07-2024, 13:18:18",
+    "recorded-date": "12-09-2025, 07:47:04",
     "recorded-content": {
       "versions": [
         "Elasticsearch_5.1",
@@ -215,23 +252,29 @@
         "OpenSearch_1.3",
         "OpenSearch_2.11",
         "OpenSearch_2.13",
+        "OpenSearch_2.15",
+        "OpenSearch_2.17",
+        "OpenSearch_2.19",
         "OpenSearch_2.3",
         "OpenSearch_2.5",
         "OpenSearch_2.7",
-        "OpenSearch_2.9"
+        "OpenSearch_2.9",
+        "OpenSearch_3.1"
       ]
     }
   },
   "tests/aws/services/opensearch/test_opensearch.py::TestOpensearchProvider::test_sql_plugin": {
-    "recorded-date": "03-12-2024, 21:07:16",
+    "recorded-date": "12-09-2025, 07:44:41",
     "recorded-content": {
-      "sql_plugin_installed": true,
       "sql_query_response": {
         "datarows": [
           [
             "I'm just a simple man, trying to make my way in the universe.",
             "Fett",
-            "mandalorian armor",
+            [
+              "mandalorian armor",
+              "tusken culture"
+            ],
             "Boba",
             41
           ]
@@ -265,7 +308,7 @@
     }
   },
   "tests/aws/services/opensearch/test_opensearch.py::TestOpensearchProvider::test_domain_lifecycle": {
-    "recorded-date": "07-07-2025, 23:26:58",
+    "recorded-date": "12-09-2025, 08:04:43",
     "recorded-content": {
       "account-arn": "<account-arn:1>",
       "create-response": {
@@ -273,6 +316,9 @@
           "NaturalLanguageQueryGenerationOptions": {
             "CurrentState": "NOT_ENABLED",
             "DesiredState": "DISABLED"
+          },
+          "S3VectorsEngine": {
+            "Enabled": false
           }
         },
         "ARN": "arn:<partition>:es:<region>:111111111111:domain/<domain-name:1>",
@@ -342,6 +388,14 @@
             },
             "ValueType": "STRINGIFIED_JSON"
           },
+          {
+            "ActiveValue": "",
+            "Name": "AIMLOptions.S3VectorsEngine",
+            "PendingValue": {
+              "Enabled": false
+            },
+            "ValueType": "STRINGIFIED_JSON"
+          },
           {
             "ActiveValue": "",
             "Name": "AdvancedOptions",
@@ -363,6 +417,12 @@
             "PendingValue": "false",
             "ValueType": "PLAIN_TEXT"
           },
+          {
+            "ActiveValue": "",
+            "Name": "AdvancedSecurityOptions.IAMFederationOptions",
+            "PendingValue": "false",
+            "ValueType": "PLAIN_TEXT"
+          },
           {
             "ActiveValue": "",
             "Name": "AdvancedSecurityOptions.InternalUserDatabaseEnabled",
@@ -582,6 +642,9 @@
           "NaturalLanguageQueryGenerationOptions": {
             "CurrentState": "NOT_ENABLED",
             "DesiredState": "DISABLED"
+          },
+          "S3VectorsEngine": {
+            "Enabled": false
           }
         },
         "ARN": "arn:<partition>:es:<region>:111111111111:domain/<domain-name:1>",
@@ -680,6 +743,9 @@
             "NaturalLanguageQueryGenerationOptions": {
               "CurrentState": "NOT_ENABLED",
               "DesiredState": "DISABLED"
+            },
+            "S3VectorsEngine": {
+              "Enabled": false
             }
           },
           "Status": {
@@ -883,7 +949,7 @@
                 {
                   "Effect": "Allow",
                   "Principal": {
-                    "AWS": "111111111111"
+                    "AWS": "AIDAWJDXAOVI2A5WATHZF"
                   },
                   "Action": "es:*",
                   "Resource": "arn:<partition>:es:<region>:111111111111:domain/<domain-name:1>/*"
@@ -963,6 +1029,9 @@
           "NaturalLanguageQueryGenerationOptions": {
             "CurrentState": "NOT_ENABLED",
             "DesiredState": "DISABLED"
+          },
+          "S3VectorsEngine": {
+            "Enabled": false
           }
         },
         "ARN": "arn:<partition>:es:<region>:111111111111:domain/<domain-name:1>",
@@ -1072,6 +1141,9 @@
           "NaturalLanguageQueryGenerationOptions": {
             "CurrentState": "NOT_ENABLED",
             "DesiredState": "DISABLED"
+          },
+          "S3VectorsEngine": {
+            "Enabled": false
           }
         },
         "ARN": "arn:<partition>:es:<region>:111111111111:domain/<domain-name:1>",
diff --git a/tests/aws/services/opensearch/test_opensearch.validation.json b/tests/aws/services/opensearch/test_opensearch.validation.json
index e7cbb17ad097b..d9d82f0c8c1ae 100644
--- a/tests/aws/services/opensearch/test_opensearch.validation.json
+++ b/tests/aws/services/opensearch/test_opensearch.validation.json
@@ -1,20 +1,38 @@
 {
   "tests/aws/services/opensearch/test_opensearch.py::TestOpensearchProvider::test_domain_lifecycle": {
-    "last_validated_date": "2025-07-07T23:26:58+00:00",
+    "last_validated_date": "2025-09-12T08:04:43+00:00",
     "durations_in_seconds": {
-      "setup": 0.53,
-      "call": 839.91,
-      "teardown": 0.25,
-      "total": 840.69
+      "setup": 0.74,
+      "call": 839.36,
+      "teardown": 0.22,
+      "total": 840.32
     }
   },
   "tests/aws/services/opensearch/test_opensearch.py::TestOpensearchProvider::test_get_compatible_versions": {
-    "last_validated_date": "2024-07-16T13:05:15+00:00"
+    "last_validated_date": "2025-09-12T10:51:06+00:00",
+    "durations_in_seconds": {
+      "setup": 0.8,
+      "call": 0.82,
+      "teardown": 0.01,
+      "total": 1.63
+    }
   },
   "tests/aws/services/opensearch/test_opensearch.py::TestOpensearchProvider::test_list_versions": {
-    "last_validated_date": "2024-07-16T13:18:18+00:00"
+    "last_validated_date": "2025-09-12T07:47:04+00:00",
+    "durations_in_seconds": {
+      "setup": 0.84,
+      "call": 0.92,
+      "teardown": 0.01,
+      "total": 1.77
+    }
   },
   "tests/aws/services/opensearch/test_opensearch.py::TestOpensearchProvider::test_sql_plugin": {
-    "last_validated_date": "2024-12-03T21:07:16+00:00"
+    "last_validated_date": "2025-09-12T07:44:42+00:00",
+    "durations_in_seconds": {
+      "setup": 0.94,
+      "call": 1317.86,
+      "teardown": 0.96,
+      "total": 1319.76
+    }
   }
 }

From 396f80e6928fffddeaf8c47934a6e8298af20607 Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Wed, 17 Sep 2025 12:11:35 +0200
Subject: [PATCH 216/697] ASF: implement CBOR parser and serializer (#13103)

---
 .../localstack/aws/protocol/parser.py         | 305 +++++++++++++-
 .../localstack/aws/protocol/serializer.py     | 371 +++++++++++++++++-
 tests/aws/services/kinesis/test_kinesis.py    |  31 ++
 .../kinesis/test_kinesis.snapshot.json        |   9 +
 .../kinesis/test_kinesis.validation.json      |   9 +
 tests/unit/aws/protocol/test_parser.py        |  16 +-
 .../aws/protocol/test_parser.snapshot.json    |  17 +-
 .../aws/protocol/test_parser.validation.json  |  18 +
 tests/unit/aws/protocol/test_serializer.py    |  11 +-
 9 files changed, 743 insertions(+), 44 deletions(-)

diff --git a/localstack-core/localstack/aws/protocol/parser.py b/localstack-core/localstack/aws/protocol/parser.py
index 3259f30784094..0fce30775b82e 100644
--- a/localstack-core/localstack/aws/protocol/parser.py
+++ b/localstack-core/localstack/aws/protocol/parser.py
@@ -19,22 +19,24 @@
                           │RequestParser│
                           └─────────────┘
                              ▲   ▲   ▲
-           ┌─────────────────┘   │   └────────────────────┐
-  ┌────────┴─────────┐ ┌─────────┴───────────┐ ┌──────────┴──────────┐
-  │QueryRequestParser│ │BaseRestRequestParser│ │BaseJSONRequestParser│
-  └──────────────────┘ └─────────────────────┘ └─────────────────────┘
-          ▲                    ▲            ▲   ▲           ▲
-  ┌───────┴────────┐ ┌─────────┴──────────┐ │   │           │
-  │EC2RequestParser│ │RestXMLRequestParser│ │   │           │
-  └────────────────┘ └────────────────────┘ │   │           │
-                           ┌────────────────┴───┴┐ ┌────────┴────────┐
-                           │RestJSONRequestParser│ │JSONRequestParser│
-                           └─────────────────────┘ └─────────────────┘
+           ┌─────────────────┘   │   └────────────────────┬───────────────────────┐
+  ┌────────┴─────────┐ ┌─────────┴───────────┐ ┌──────────┴──────────┐ ┌──────────┴──────────┐
+  │QueryRequestParser│ │BaseRestRequestParser│ │BaseJSONRequestParser│ │BaseCBORRequestParser│
+  └──────────────────┘ └─────────────────────┘ └─────────────────────┘ └─────────────────────┘
+          ▲                    ▲            ▲   ▲           ▲             ▲
+  ┌───────┴────────┐ ┌─────────┴──────────┐ │   │  ┌────────┴────────┐    │
+  │EC2RequestParser│ │RestXMLRequestParser│ │   │  │JSONRequestParser│    │
+  └────────────────┘ └────────────────────┘ │   │  └─────────────────┘    │
+                           ┌────────────────┴───┴┐                 ▲      │
+                           │RestJSONRequestParser│             ┌───┴──────┴──────┐
+                           └─────────────────────┘             │CBORRequestParser│
+                                                               └─────────────────┘
+
 ::
 
 The ``RequestParser`` contains the logic that is used among all the
 different protocols (``query``, ``json``, ``rest-json``, ``rest-xml``,
-and ``ec2``).
+``cbor`` and ``ec2``).
 The relation between the different protocols is described in the
 ``serializer``.
 
@@ -46,11 +48,16 @@
   protocol specifics (i.e. specific HTTP metadata parsing).
 * The ``BaseJSONRequestParser`` contains the logic for the JSON body
   parsing.
+* The ``BaseCBORRequestParser`` contains the logic for the CBOR body
+  parsing.
 * The ``RestJSONRequestParser`` inherits the ReST specific logic from
   the ``BaseRestRequestParser`` and the JSON body parsing from the
   ``BaseJSONRequestParser``.
-* The ``QueryRequestParser``, ``RestXMLRequestParser``, and the
-  ``JSONRequestParser`` have a conventional inheritance structure.
+* The ``CBORRequestParser`` inherits the ``json``-protocol specific
+  logic from the ``JSONRequestParser`` and the CBOR body parsing
+  from the ``BaseCBORRequestParser``.
+* The ``QueryRequestParser``, ``RestXMLRequestParser`` and
+``JSONRequestParser`` have a conventional inheritance structure.
 
 The services and their protocols are defined by using AWS's Smithy
 (a language to define services in a - somewhat - protocol-agnostic
@@ -66,7 +73,10 @@
 import base64
 import datetime
 import functools
+import io
+import os
 import re
+import struct
 from abc import ABC
 from collections.abc import Mapping
 from email.utils import parsedate_to_datetime
@@ -332,7 +342,7 @@ def _noop_parser(self, _, __, node: Any, ___):
     _parse_double = _parse_float
     _parse_long = _parse_integer
 
-    def _convert_str_to_timestamp(self, value: str, timestamp_format=None):
+    def _convert_str_to_timestamp(self, value: str, timestamp_format=None) -> datetime.datetime:
         if timestamp_format is None:
             timestamp_format = self.TIMESTAMP_FORMAT
         timestamp_format = timestamp_format.lower()
@@ -346,11 +356,13 @@ def _timestamp_iso8601(date_string: str) -> datetime.datetime:
 
     @staticmethod
     def _timestamp_unixtimestamp(timestamp_string: str) -> datetime.datetime:
-        return datetime.datetime.utcfromtimestamp(int(timestamp_string))
+        dt = datetime.datetime.fromtimestamp(int(timestamp_string), tz=datetime.UTC)
+        return dt.replace(tzinfo=None)
 
     @staticmethod
     def _timestamp_unixtimestampmillis(timestamp_string: str) -> datetime.datetime:
-        return datetime.datetime.utcfromtimestamp(float(timestamp_string) / 1000)
+        dt = datetime.datetime.fromtimestamp(float(timestamp_string) / 1000, tz=datetime.UTC)
+        return dt.replace(tzinfo=None)
 
     @staticmethod
     def _timestamp_rfc822(datetime_string: str) -> datetime.datetime:
@@ -976,6 +988,262 @@ def _create_event_stream(self, request: Request, shape: Shape) -> Any:
         raise NotImplementedError
 
 
+class BaseCBORRequestParser(RequestParser, ABC):
+    """
+    The ``BaseCBORRequestParser`` is the base class for all CBOR-based AWS service protocols.
+    This base-class handles parsing the payload / body as CBOR.
+    """
+
+    INDEFINITE_ITEM_ADDITIONAL_INFO = 31
+    BREAK_CODE = 0xFF
+    # timestamp format for requests with CBOR content type
+    TIMESTAMP_FORMAT = "unixtimestamp"
+
+    @functools.cached_property
+    def major_type_to_parsing_method_map(self):
+        return {
+            0: self._parse_type_unsigned_integer,
+            1: self._parse_type_negative_integer,
+            2: self._parse_type_byte_string,
+            3: self._parse_type_text_string,
+            4: self._parse_type_array,
+            5: self._parse_type_map,
+            6: self._parse_type_tag,
+            7: self._parse_type_simple_and_float,
+        }
+
+    @staticmethod
+    def get_peekable_stream_from_bytes(_bytes: bytes) -> io.BufferedReader:
+        return io.BufferedReader(io.BytesIO(_bytes))
+
+    def parse_data_item(self, stream: io.BufferedReader) -> Any:
+        # CBOR data is divided into "data items", and each data item starts
+        # with an initial byte that describes how the following bytes should be parsed
+        initial_byte = self._read_bytes_as_int(stream, 1)
+        # The highest order three bits of the initial byte describe the CBOR major type
+        major_type = initial_byte >> 5
+        # The lowest order 5 bits of the initial byte tells us more information about
+        # how the bytes should be parsed that will be used
+        additional_info: int = initial_byte & 0b00011111
+
+        if major_type in self.major_type_to_parsing_method_map:
+            method = self.major_type_to_parsing_method_map[major_type]
+            return method(stream, additional_info)
+        else:
+            raise ProtocolParserError(
+                f"Unsupported inital byte found for data item- "
+                f"Major type:{major_type}, Additional info: "
+                f"{additional_info}"
+            )
+
+    # Major type 0 - unsigned integers
+    def _parse_type_unsigned_integer(self, stream: io.BufferedReader, additional_info: int) -> int:
+        additional_info_to_num_bytes = {
+            24: 1,
+            25: 2,
+            26: 4,
+            27: 8,
+        }
+        # Values under 24 don't need a full byte to be stored; their values are
+        # instead stored as the "additional info" in the initial byte
+        if additional_info < 24:
+            return additional_info
+        elif additional_info in additional_info_to_num_bytes:
+            num_bytes = additional_info_to_num_bytes[additional_info]
+            return self._read_bytes_as_int(stream, num_bytes)
+        else:
+            raise ProtocolParserError(
+                "Invalid CBOR integer returned from the service; unparsable "
+                f"additional info found for major type 0 or 1: {additional_info}"
+            )
+
+    # Major type 1 - negative integers
+    def _parse_type_negative_integer(self, stream: io.BufferedReader, additional_info: int) -> int:
+        return -1 - self._parse_type_unsigned_integer(stream, additional_info)
+
+    # Major type 2 - byte string
+    def _parse_type_byte_string(self, stream: io.BufferedReader, additional_info: int) -> bytes:
+        if additional_info != self.INDEFINITE_ITEM_ADDITIONAL_INFO:
+            length = self._parse_type_unsigned_integer(stream, additional_info)
+            return self._read_from_stream(stream, length)
+        else:
+            chunks = []
+            while True:
+                if self._handle_break_code(stream):
+                    break
+                initial_byte = self._read_bytes_as_int(stream, 1)
+                additional_info = initial_byte & 0b00011111
+                length = self._parse_type_unsigned_integer(stream, additional_info)
+                chunks.append(self._read_from_stream(stream, length))
+            return b"".join(chunks)
+
+    # Major type 3 - text string
+    def _parse_type_text_string(self, stream: io.BufferedReader, additional_info: int) -> str:
+        return self._parse_type_byte_string(stream, additional_info).decode("utf-8")
+
+    # Major type 4 - lists
+    def _parse_type_array(self, stream: io.BufferedReader, additional_info: int) -> list:
+        if additional_info != self.INDEFINITE_ITEM_ADDITIONAL_INFO:
+            length = self._parse_type_unsigned_integer(stream, additional_info)
+            return [self.parse_data_item(stream) for _ in range(length)]
+        else:
+            items = []
+            while not self._handle_break_code(stream):
+                items.append(self.parse_data_item(stream))
+            return items
+
+    # Major type 5 - maps
+    def _parse_type_map(self, stream: io.BufferedReader, additional_info: int) -> dict:
+        items = {}
+        if additional_info != self.INDEFINITE_ITEM_ADDITIONAL_INFO:
+            length = self._parse_type_unsigned_integer(stream, additional_info)
+            for _ in range(length):
+                self._parse_type_key_value_pair(stream, items)
+            return items
+
+        else:
+            while not self._handle_break_code(stream):
+                self._parse_type_key_value_pair(stream, items)
+            return items
+
+    def _parse_type_key_value_pair(self, stream: io.BufferedReader, items: dict) -> None:
+        key = self.parse_data_item(stream)
+        value = self.parse_data_item(stream)
+        if value is not None:
+            items[key] = value
+
+    # Major type 6 is tags.  The only tag we currently support is tag 1 for unix
+    # timestamps
+    def _parse_type_tag(self, stream: io.BufferedReader, additional_info: int):
+        tag = self._parse_type_unsigned_integer(stream, additional_info)
+        value = self.parse_data_item(stream)
+        if tag == 1:  # Epoch-based date/time in milliseconds
+            return self._parse_type_datetime(value)
+        else:
+            raise ProtocolParserError(f"Found CBOR tag not supported by botocore: {tag}")
+
+    def _parse_type_datetime(self, value: int | float) -> datetime.datetime:
+        if isinstance(value, (int, float)):
+            return self._convert_str_to_timestamp(str(value))
+        else:
+            raise ProtocolParserError(f"Unable to parse datetime value: {value}")
+
+    # Major type 7 includes floats and "simple" types.  Supported simple types are
+    # currently boolean values, CBOR's null, and CBOR's undefined type.  All other
+    # values are either floats or invalid.
+    def _parse_type_simple_and_float(
+        self, stream: io.BufferedReader, additional_info: int
+    ) -> bool | float | None:
+        # For major type 7, values 20-23 correspond to CBOR "simple" values
+        additional_info_simple_values = {
+            20: False,  # CBOR false
+            21: True,  # CBOR true
+            22: None,  # CBOR null
+            23: None,  # CBOR undefined
+        }
+        # First we check if the additional info corresponds to a supported simple value
+        if additional_info in additional_info_simple_values:
+            return additional_info_simple_values[additional_info]
+
+        # If it's not a simple value, we need to parse it into the correct format and
+        # number fo bytes
+        float_formats = {
+            25: (">e", 2),
+            26: (">f", 4),
+            27: (">d", 8),
+        }
+
+        if additional_info in float_formats:
+            float_format, num_bytes = float_formats[additional_info]
+            return struct.unpack(float_format, self._read_from_stream(stream, num_bytes))[0]
+        raise ProtocolParserError(
+            f"Invalid additional info found for major type 7: {additional_info}.  "
+            f"This indicates an unsupported simple type or an indefinite float value"
+        )
+
+    @_text_content
+    def _parse_blob(self, _, __, node: bytes, ___) -> bytes:
+        return node
+
+    # This helper method is intended for use when parsing indefinite length items.
+    # It does nothing if the next byte is not the break code.  If the next byte is
+    # the break code, it advances past that byte and returns True so the calling
+    # method knows to stop parsing that data item.
+    def _handle_break_code(self, stream: io.BufferedReader) -> bool | None:
+        if int.from_bytes(stream.peek(1)[:1], "big") == self.BREAK_CODE:
+            stream.seek(1, os.SEEK_CUR)
+            return True
+
+    def _read_bytes_as_int(self, stream: IO[bytes], num_bytes: int) -> int:
+        byte = self._read_from_stream(stream, num_bytes)
+        return int.from_bytes(byte, "big")
+
+    @staticmethod
+    def _read_from_stream(stream: IO[bytes], num_bytes: int) -> bytes:
+        value = stream.read(num_bytes)
+        if len(value) != num_bytes:
+            raise ProtocolParserError(
+                "End of stream reached; this indicates a "
+                "malformed CBOR response from the server or an "
+                "issue in botocore"
+            )
+        return value
+
+
+class CBORRequestParser(BaseCBORRequestParser, JSONRequestParser):
+    """
+    The ``CBORRequestParser`` is responsible for parsing incoming requests for services which use the ``cbor``
+    protocol.
+    The requests for these services encode the majority of their parameters as CBOR in the request body.
+    The operation is defined in an HTTP header field.
+    This protocol is not properly defined in the specs, but it is derived from the ``json`` protocol. Only Kinesis uses
+    it for now.
+    """
+
+    # timestamp format is different from traditional CBOR
+    TIMESTAMP_FORMAT = "unixtimestampmillis"
+
+    def _do_parse(
+        self, request: Request, shape: Shape, uri_params: Mapping[str, Any] = None
+    ) -> dict:
+        parsed = {}
+        if shape is not None:
+            event_name = shape.event_stream_name
+            if event_name:
+                parsed = self._handle_event_stream(request, shape, event_name)
+            else:
+                self._parse_payload(request, shape, parsed, uri_params)
+        return parsed
+
+    def _handle_event_stream(self, request: Request, shape: Shape, event_name: str):
+        # TODO handle event streams
+        raise NotImplementedError
+
+    def _parse_payload(
+        self,
+        request: Request,
+        shape: Shape,
+        final_parsed: dict,
+        uri_params: Mapping[str, Any] = None,
+    ) -> None:
+        original_parsed = self._initial_body_parse(request)
+        body_parsed = self._parse_shape(request, shape, original_parsed, uri_params)
+        final_parsed.update(body_parsed)
+
+    def _initial_body_parse(self, request: Request) -> Any:
+        body_contents = request.data
+        if body_contents == b"":
+            return body_contents
+        body_contents_stream = self.get_peekable_stream_from_bytes(body_contents)
+        return self.parse_data_item(body_contents_stream)
+
+    def _parse_timestamp(
+        self, request: Request, shape: Shape, node: str, uri_params: Mapping[str, Any] = None
+    ) -> datetime.datetime:
+        # TODO: remove once CBOR support has been removed from `JSONRequestParser`
+        return super()._parse_timestamp(request, shape, node, uri_params)
+
+
 class EC2RequestParser(QueryRequestParser):
     """
     The ``EC2RequestParser`` is responsible for parsing incoming requests for services which use the ``ec2``
@@ -1176,6 +1444,9 @@ def create_parser(service: ServiceModel) -> RequestParser:
         "rest-json": RestJSONRequestParser,
         "rest-xml": RestXMLRequestParser,
         "ec2": EC2RequestParser,
+        # TODO: implement multi-protocol support for Kinesis, so that it can uses the `cbor` protocol and remove
+        #  CBOR handling from JSONRequestParser
+        # this is not an "official" protocol defined from the spec, but is derived from ``json``
     }
 
     # Try to select a service- and protocol-specific parser implementation
diff --git a/localstack-core/localstack/aws/protocol/serializer.py b/localstack-core/localstack/aws/protocol/serializer.py
index 871481cc4bb1f..6cc2bf79490a2 100644
--- a/localstack-core/localstack/aws/protocol/serializer.py
+++ b/localstack-core/localstack/aws/protocol/serializer.py
@@ -14,18 +14,19 @@
 designed such that the serializers share as much logic as possible.
 The class hierarchy looks as follows:
 ::
-                                      ┌───────────────────┐
-                                      │ResponseSerializer │
-                                      └───────────────────┘
-                                          ▲    ▲      ▲
-                   ┌──────────────────────┘    │      └──────────────────┐
-      ┌────────────┴────────────┐ ┌────────────┴─────────────┐ ┌─────────┴────────────┐
-      │BaseXMLResponseSerializer│ │BaseRestResponseSerializer│ │JSONResponseSerializer│
-      └─────────────────────────┘ └──────────────────────────┘ └──────────────────────┘
-                         ▲    ▲             ▲             ▲              ▲
-  ┌──────────────────────┴─┐ ┌┴─────────────┴──────────┐ ┌┴──────────────┴──────────┐
-  │QueryResponseSerializer │ │RestXMLResponseSerializer│ │RestJSONResponseSerializer│
-  └────────────────────────┘ └─────────────────────────┘ └──────────────────────────┘
+                                    ┌────────────────────┐
+                                    │ ResponseSerializer │
+                                    └────────────────────┘
+                                         ▲   ▲   ▲   ▲
+                                         │   │   │   └─────────────────────────────────────────────┐
+                 ┌───────────────────────┘   │   └─────────────────────┐                           │
+    ┌────────────┴────────────┐ ┌────────────┴─────────────┐ ┌─────────┴────────────┐ ┌────────────┴─────────────┐
+    │BaseXMLResponseSerializer│ │BaseRestResponseSerializer│ │JSONResponseSerializer│ │BaseCBORResponseSerializer│
+    └─────────────────────────┘ └──────────────────────────┘ └──────────────────────┘ └──────────────────────────┘
+                        ▲    ▲             ▲             ▲              ▲                          ▲
+ ┌──────────────────────┴─┐ ┌┴─────────────┴──────────┐ ┌┴──────────────┴──────────┐   ┌───────────┴────────────┐
+ │QueryResponseSerializer │ │RestXMLResponseSerializer│ │RestJSONResponseSerializer│   │ CBORResponseSerializer │
+ └────────────────────────┘ └─────────────────────────┘ └──────────────────────────┘   └────────────────────────┘
               ▲
    ┌──────────┴──────────┐
    │EC2ResponseSerializer│
@@ -33,8 +34,8 @@
 ::
 
 The ``ResponseSerializer`` contains the logic that is used among all the
-different protocols (``query``, ``json``, ``rest-json``, ``rest-xml``, and
-``ec2``).
+different protocols (``query``, ``json``, ``rest-json``, ``rest-xml``, ``cbor``
+and ``ec2``).
 The protocols relate to each other in the following ways:
 
 * The ``query`` and the ``rest-xml`` protocols both have XML bodies in their
@@ -42,8 +43,10 @@
   type).
 * The ``json`` and the ``rest-json`` protocols both have JSON bodies in their
   responses which are serialized the same way.
+* The ``cbor`` protocol is not properly defined in the spec, but mirrors the
+  ``json`` protocol.
 * The ``rest-json`` and ``rest-xml`` protocols serialize some metadata in
-  the HTTP response's header fields
+  the HTTP response's header fields.
 * The ``ec2`` protocol is basically similar to the ``query`` protocol with a
   specific error response formatting.
 
@@ -54,13 +57,17 @@
 
 * The ``ResponseSerializer`` contains all the basic logic for the
   serialization which is shared among all different protocols.
-* The ``BaseXMLResponseSerializer`` and the ``JSONResponseSerializer``
-  contain the logic for the XML and the JSON serialization respectively.
+* The ``BaseXMLResponseSerializer``, ``JSONResponseSerializer`` and
+  ``BaseCBORResponseSerializer`` contain the logic for the XML, JSON
+  and the CBOR serialization respectively.
 * The ``BaseRestResponseSerializer`` contains the logic for the REST
   protocol specifics (i.e. specific HTTP header serializations).
 * The ``RestXMLResponseSerializer`` and the ``RestJSONResponseSerializer``
   inherit the ReST specific logic from the ``BaseRestResponseSerializer``
   and the XML / JSON body serialization from their second super class.
+* The ``CBORResponseSerializer`` contains the logic specific to the
+  non-official ``cbor`` protocol, mirroring the ``json`` protocol but
+  with CBOR encoded body
 
 The services and their protocols are defined by using AWS's Smithy
 (a language to define services in a - somewhat - protocol-agnostic
@@ -73,21 +80,32 @@
 
 import abc
 import base64
+import copy
 import functools
 import json
 import logging
+import math
 import string
+import struct
 from abc import ABC
 from binascii import crc32
 from collections.abc import Iterable, Iterator
 from datetime import datetime
 from email.utils import formatdate
 from struct import pack
-from typing import Any
+from typing import IO, Any
 from xml.etree import ElementTree as ETree
 
 import xmltodict
-from botocore.model import ListShape, MapShape, OperationModel, ServiceModel, Shape, StructureShape
+from botocore.model import (
+    ListShape,
+    MapShape,
+    OperationModel,
+    ServiceModel,
+    Shape,
+    StringShape,
+    StructureShape,
+)
 from botocore.serialize import ISO8601, ISO8601_MICRO
 from botocore.utils import calculate_md5, is_json_value_header, parse_to_aware_datetime
 
@@ -1407,6 +1425,318 @@ def _serialize_content_type(
             serialized.headers["Content-Type"] = mime_type
 
 
+class BaseCBORResponseSerializer(ResponseSerializer):
+    UNSIGNED_INT_MAJOR_TYPE = 0
+    NEGATIVE_INT_MAJOR_TYPE = 1
+    BLOB_MAJOR_TYPE = 2
+    STRING_MAJOR_TYPE = 3
+    LIST_MAJOR_TYPE = 4
+    MAP_MAJOR_TYPE = 5
+    TAG_MAJOR_TYPE = 6
+    FLOAT_AND_SIMPLE_MAJOR_TYPE = 7
+
+    def _serialize_data_item(
+        self, serialized: bytearray, value: Any, shape: Shape | None, name: str | None = None
+    ) -> None:
+        method = getattr(self, f"_serialize_type_{shape.type_name}")
+        if method is None:
+            raise ValueError(
+                f"Unrecognized C2J type: {shape.type_name}, unable to serialize request"
+            )
+        method(serialized, value, shape, name)
+
+    def _serialize_type_integer(
+        self, serialized: bytearray, value: int, shape: Shape | None, name: str | None = None
+    ) -> None:
+        if value >= 0:
+            major_type = self.UNSIGNED_INT_MAJOR_TYPE
+        else:
+            major_type = self.NEGATIVE_INT_MAJOR_TYPE
+            # The only differences in serializing negative and positive integers is
+            # that for negative, we set the major type to 1 and set the value to -1
+            # minus the value
+            value = -1 - value
+        additional_info, num_bytes = self._get_additional_info_and_num_bytes(value)
+        initial_byte = self._get_initial_byte(major_type, additional_info)
+        if num_bytes == 0:
+            serialized.extend(initial_byte)
+        else:
+            serialized.extend(initial_byte + value.to_bytes(num_bytes, "big"))
+
+    def _serialize_type_long(
+        self, serialized: bytearray, value: int, shape: Shape, name: str | None = None
+    ) -> None:
+        self._serialize_type_integer(serialized, value, shape, name)
+
+    def _serialize_type_blob(
+        self,
+        serialized: bytearray,
+        value: str | bytes | IO[bytes],
+        shape: Shape | None,
+        name: str | None = None,
+    ) -> None:
+        if isinstance(value, str):
+            value = value.encode("utf-8")
+        elif not isinstance(value, (bytes, bytearray)):
+            # We support file-like objects for blobs; these already have been
+            # validated to ensure they have a read method
+            value = value.read()
+        length = len(value)
+        additional_info, num_bytes = self._get_additional_info_and_num_bytes(length)
+        initial_byte = self._get_initial_byte(self.BLOB_MAJOR_TYPE, additional_info)
+        if num_bytes == 0:
+            serialized.extend(initial_byte)
+        else:
+            serialized.extend(initial_byte + length.to_bytes(num_bytes, "big"))
+        serialized.extend(value)
+
+    def _serialize_type_string(
+        self, serialized: bytearray, value: str, shape: Shape | None, name: str | None = None
+    ) -> None:
+        encoded = value.encode("utf-8")
+        length = len(encoded)
+        additional_info, num_bytes = self._get_additional_info_and_num_bytes(length)
+        initial_byte = self._get_initial_byte(self.STRING_MAJOR_TYPE, additional_info)
+        if num_bytes == 0:
+            serialized.extend(initial_byte + encoded)
+        else:
+            serialized.extend(initial_byte + length.to_bytes(num_bytes, "big") + encoded)
+
+    def _serialize_type_list(
+        self, serialized: bytearray, value: str, shape: Shape | None, name: str | None = None
+    ) -> None:
+        length = len(value)
+        additional_info, num_bytes = self._get_additional_info_and_num_bytes(length)
+        initial_byte = self._get_initial_byte(self.LIST_MAJOR_TYPE, additional_info)
+        if num_bytes == 0:
+            serialized.extend(initial_byte)
+        else:
+            serialized.extend(initial_byte + length.to_bytes(num_bytes, "big"))
+        for item in value:
+            self._serialize_data_item(serialized, item, shape.member)
+
+    def _serialize_type_map(
+        self, serialized: bytearray, value: dict, shape: Shape | None, name: str | None = None
+    ) -> None:
+        length = len(value)
+        additional_info, num_bytes = self._get_additional_info_and_num_bytes(length)
+        initial_byte = self._get_initial_byte(self.MAP_MAJOR_TYPE, additional_info)
+        if num_bytes == 0:
+            serialized.extend(initial_byte)
+        else:
+            serialized.extend(initial_byte + length.to_bytes(num_bytes, "big"))
+        for key_item, item in value.items():
+            self._serialize_data_item(serialized, key_item, shape.key)
+            self._serialize_data_item(serialized, item, shape.value)
+
+    def _serialize_type_structure(
+        self, serialized: bytearray, value: dict, shape: Shape | None, name: str | None = None
+    ) -> None:
+        if name is not None:
+            # For nested structures, we need to serialize the key first
+            self._serialize_data_item(serialized, name, shape.key_shape)
+
+        # Remove `None` values from the dictionary
+        value = {k: v for k, v in value.items() if v is not None}
+
+        map_length = len(value)
+        additional_info, num_bytes = self._get_additional_info_and_num_bytes(map_length)
+        initial_byte = self._get_initial_byte(self.MAP_MAJOR_TYPE, additional_info)
+        if num_bytes == 0:
+            serialized.extend(initial_byte)
+        else:
+            serialized.extend(initial_byte + map_length.to_bytes(num_bytes, "big"))
+
+        members = shape.members
+        for member_key, member_value in value.items():
+            member_shape = members[member_key]
+            if "name" in member_shape.serialization:
+                member_key = member_shape.serialization["name"]
+            if member_value is not None:
+                self._serialize_type_string(serialized, member_key, None, None)
+                self._serialize_data_item(serialized, member_value, member_shape)
+
+    def _serialize_type_timestamp(
+        self,
+        serialized: bytearray,
+        value: int | str | datetime,
+        shape: Shape | None,
+        name: str | None = None,
+    ) -> None:
+        timestamp = int(self._convert_timestamp_to_str(value))
+        tag = 1  # Use tag 1 for unix timestamp
+        initial_byte = self._get_initial_byte(self.TAG_MAJOR_TYPE, tag)
+        serialized.extend(initial_byte)  # Tagging the timestamp
+        additional_info, num_bytes = self._get_additional_info_and_num_bytes(timestamp)
+
+        if num_bytes == 0:
+            initial_byte = self._get_initial_byte(self.UNSIGNED_INT_MAJOR_TYPE, timestamp)
+            serialized.extend(initial_byte)
+        else:
+            initial_byte = self._get_initial_byte(self.UNSIGNED_INT_MAJOR_TYPE, additional_info)
+            serialized.extend(initial_byte + timestamp.to_bytes(num_bytes, "big"))
+
+    def _serialize_type_float(
+        self, serialized: bytearray, value: float, shape: Shape | None, name: str | None = None
+    ) -> None:
+        if self._is_special_number(value):
+            serialized.extend(
+                self._get_bytes_for_special_numbers(value)
+            )  # Handle special values like NaN or Infinity
+        else:
+            initial_byte = self._get_initial_byte(self.FLOAT_AND_SIMPLE_MAJOR_TYPE, 26)
+            serialized.extend(initial_byte + struct.pack(">f", value))
+
+    def _serialize_type_double(
+        self, serialized: bytearray, value: float, shape: Shape | None, name: str | None = None
+    ) -> None:
+        if self._is_special_number(value):
+            serialized.extend(
+                self._get_bytes_for_special_numbers(value)
+            )  # Handle special values like NaN or Infinity
+        else:
+            initial_byte = self._get_initial_byte(self.FLOAT_AND_SIMPLE_MAJOR_TYPE, 27)
+            serialized.extend(initial_byte + struct.pack(">d", value))
+
+    def _serialize_type_boolean(
+        self, serialized: bytearray, value: bool, shape: Shape | None, name: str | None = None
+    ) -> None:
+        additional_info = 21 if value else 20
+        serialized.extend(self._get_initial_byte(self.FLOAT_AND_SIMPLE_MAJOR_TYPE, additional_info))
+
+    @staticmethod
+    def _get_additional_info_and_num_bytes(value: int) -> tuple[int, int]:
+        # Values under 24 can be stored in the initial byte and don't need further
+        # encoding
+        if value < 24:
+            return value, 0
+        # Values between 24 and 255 (inclusive) can be stored in 1 byte and
+        # correspond to additional info 24
+        elif value < 256:
+            return 24, 1
+        # Values up to 65535 can be stored in two bytes and correspond to additional
+        # info 25
+        elif value < 65536:
+            return 25, 2
+        # Values up to 4294967296 can be stored in four bytes and correspond to
+        # additional info 26
+        elif value < 4294967296:
+            return 26, 4
+        # The maximum number of bytes in a definite length data items is 8 which
+        # to additional info 27
+        else:
+            return 27, 8
+
+    def _get_initial_byte(self, major_type: int, additional_info: int) -> bytes:
+        # The highest order three bits are the major type, so we need to bitshift the
+        # major type by 5
+        major_type_bytes = major_type << 5
+        return (major_type_bytes | additional_info).to_bytes(1, "big")
+
+    @staticmethod
+    def _is_special_number(value: int | float) -> bool:
+        return any(
+            [
+                value == float("inf"),
+                value == float("-inf"),
+                math.isnan(value),
+            ]
+        )
+
+    def _get_bytes_for_special_numbers(self, value: int | float) -> bytes:
+        additional_info = 25
+        initial_byte = self._get_initial_byte(self.FLOAT_AND_SIMPLE_MAJOR_TYPE, additional_info)
+        if value == float("inf"):
+            return initial_byte + struct.pack(">H", 0x7C00)
+        elif value == float("-inf"):
+            return initial_byte + struct.pack(">H", 0xFC00)
+        elif math.isnan(value):
+            return initial_byte + struct.pack(">H", 0x7E00)
+
+
+class CBORResponseSerializer(BaseCBORResponseSerializer):
+    """
+    The ``CBORResponseSerializer`` is responsible for the serialization of responses from services with the ``cbor``
+    protocol. It implements the CBOR response body serialization, which is only currently used by Kinesis and is derived
+    conceptually from the ``JSONResponseSerializer``
+    """
+
+    SUPPORTED_MIME_TYPES = [APPLICATION_CBOR, APPLICATION_AMZ_CBOR_1_1]
+
+    TIMESTAMP_FORMAT = "unixtimestamp"
+
+    def _serialize_error(
+        self,
+        error: ServiceException,
+        response: Response,
+        shape: StructureShape,
+        operation_model: OperationModel,
+        mime_type: str,
+        request_id: str,
+    ) -> None:
+        body = bytearray()
+        response.content_type = mime_type
+        response.headers["X-Amzn-Errortype"] = error.code
+
+        if shape:
+            # FIXME: we need to manually add the `__type` field to the shape as it is not part of the specs
+            #  think about a better way, this is very hacky
+            shape_copy = copy.deepcopy(shape)
+            shape_copy.members["__type"] = StringShape(
+                shape_name="__type", shape_model={"type": "string"}
+            )
+            remaining_params = {"__type": error.code}
+
+            for member_name in shape_copy.members:
+                if hasattr(error, member_name):
+                    remaining_params[member_name] = getattr(error, member_name)
+                # Default error message fields can sometimes have different casing in the specs
+                elif member_name.lower() in ["code", "message"] and hasattr(
+                    error, member_name.lower()
+                ):
+                    remaining_params[member_name] = getattr(error, member_name.lower())
+
+            self._serialize_data_item(body, remaining_params, shape_copy, None)
+
+        response.set_response(bytes(body))
+
+    def _serialize_response(
+        self,
+        parameters: dict,
+        response: Response,
+        shape: Shape | None,
+        shape_members: dict,
+        operation_model: OperationModel,
+        mime_type: str,
+        request_id: str,
+    ) -> None:
+        response.content_type = mime_type
+        response.set_response(
+            self._serialize_body_params(parameters, shape, operation_model, mime_type, request_id)
+        )
+
+    def _serialize_body_params(
+        self,
+        params: dict,
+        shape: Shape,
+        operation_model: OperationModel,
+        mime_type: str,
+        request_id: str,
+    ) -> bytes | None:
+        body = bytearray()
+        self._serialize_data_item(body, params, shape)
+        return bytes(body)
+
+    def _prepare_additional_traits_in_response(
+        self, response: Response, operation_model: OperationModel, request_id: str
+    ) -> Response:
+        response.headers["x-amzn-requestid"] = request_id
+        response = super()._prepare_additional_traits_in_response(
+            response, operation_model, request_id
+        )
+        return response
+
+
 class S3ResponseSerializer(RestXMLResponseSerializer):
     """
     The ``S3ResponseSerializer`` adds some minor logic to handle S3 specific peculiarities with the error response
@@ -1768,6 +2098,9 @@ def create_serializer(service: ServiceModel) -> ResponseSerializer:
         "rest-json": RestJSONResponseSerializer,
         "rest-xml": RestXMLResponseSerializer,
         "ec2": EC2ResponseSerializer,
+        # TODO: implement multi-protocol support for Kinesis, so that it can uses the `cbor` protocol and remove
+        #  CBOR handling from JSONResponseParser
+        # this is not an "official" protocol defined from the spec, but is derived from ``json``
     }
 
     # Try to select a service- and protocol-specific serializer implementation
diff --git a/tests/aws/services/kinesis/test_kinesis.py b/tests/aws/services/kinesis/test_kinesis.py
index 8d618074c4717..5d16751c0ecba 100644
--- a/tests/aws/services/kinesis/test_kinesis.py
+++ b/tests/aws/services/kinesis/test_kinesis.py
@@ -24,6 +24,7 @@
 from localstack.testing.aws.util import is_aws_cloud
 from localstack.testing.pytest import markers
 from localstack.utils.aws import resources
+from localstack.utils.aws.arns import kinesis_stream_arn
 from localstack.utils.common import retry, select_attributes, short_uid
 from localstack.utils.files import load_file
 from localstack.utils.kinesis import kinesis_connector
@@ -723,6 +724,36 @@ def _get_record():
         record = retry(_get_record, sleep=1, retries=5)
         assert record["Data"].decode("utf-8") == test_data
 
+    @markers.aws.validated
+    @markers.snapshot.skip_snapshot_verify(
+        # error message is wrong in Kinesis (returns the full ARN)
+        paths=["$..message"],
+    )
+    def test_cbor_exceptions(
+        self,
+        kinesis_create_stream,
+        wait_for_stream_ready,
+        aws_client,
+        kinesis_http_client,
+        region_name,
+        account_id,
+        snapshot,
+    ):
+        fake_name = "wrong-stream-name"
+        fake_stream_arn = kinesis_stream_arn(
+            account_id=account_id, region_name=region_name, stream_name=fake_name
+        )
+        describe_response_raw = kinesis_http_client.post_raw(
+            operation="DescribeStream",
+            payload={"StreamARN": fake_stream_arn},
+        )
+        assert describe_response_raw.status_code == 400
+        cbor_content = describe_response_raw.content
+        describe_response_data = cbor2_loads(cbor_content)
+        snapshot.match("cbor-error", describe_response_data)
+        assert describe_response_data["__type"] == "ResourceNotFoundException"
+        # TODO: add manual assertion on CBOR body?
+
 
 class TestKinesisJavaSDK:
     # the lambda function is stored in the lambda common functions folder to re-use existing caching in CI
diff --git a/tests/aws/services/kinesis/test_kinesis.snapshot.json b/tests/aws/services/kinesis/test_kinesis.snapshot.json
index 66198f47cdf2d..95e569dc82480 100644
--- a/tests/aws/services/kinesis/test_kinesis.snapshot.json
+++ b/tests/aws/services/kinesis/test_kinesis.snapshot.json
@@ -226,5 +226,14 @@
         }
       ]
     }
+  },
+  "tests/aws/services/kinesis/test_kinesis.py::TestKinesis::test_cbor_exceptions": {
+    "recorded-date": "04-09-2025, 16:59:26",
+    "recorded-content": {
+      "cbor-error": {
+        "__type": "ResourceNotFoundException",
+        "message": "Stream wrong-stream-name under account 111111111111 not found."
+      }
+    }
   }
 }
diff --git a/tests/aws/services/kinesis/test_kinesis.validation.json b/tests/aws/services/kinesis/test_kinesis.validation.json
index 414678e5add66..1bfb9b12777bd 100644
--- a/tests/aws/services/kinesis/test_kinesis.validation.json
+++ b/tests/aws/services/kinesis/test_kinesis.validation.json
@@ -5,6 +5,15 @@
   "tests/aws/services/kinesis/test_kinesis.py::TestKinesis::test_cbor_blob_handling": {
     "last_validated_date": "2024-07-31T11:17:28+00:00"
   },
+  "tests/aws/services/kinesis/test_kinesis.py::TestKinesis::test_cbor_exceptions": {
+    "last_validated_date": "2025-09-04T16:59:26+00:00",
+    "durations_in_seconds": {
+      "setup": 0.5,
+      "call": 0.47,
+      "teardown": 0.0,
+      "total": 0.97
+    }
+  },
   "tests/aws/services/kinesis/test_kinesis.py::TestKinesis::test_create_stream_without_shard_count": {
     "last_validated_date": "2022-08-26T07:30:59+00:00"
   },
diff --git a/tests/unit/aws/protocol/test_parser.py b/tests/unit/aws/protocol/test_parser.py
index 332d80b0116f0..47195778dcb7d 100644
--- a/tests/unit/aws/protocol/test_parser.py
+++ b/tests/unit/aws/protocol/test_parser.py
@@ -7,6 +7,7 @@
 from botocore.serialize import create_serializer
 
 from localstack.aws.protocol.parser import (
+    CBORRequestParser,
     OperationNotFoundParserError,
     ProtocolParserError,
     QueryRequestParser,
@@ -626,7 +627,10 @@ def test_json_parser_cognito_with_botocore():
     )
 
 
-def test_json_cbor_blob_parsing():
+# TODO: once Kinesis supports multi protocols (json/cbor), update this test to select the protocol instead when
+#  creating the parser
+@pytest.mark.parametrize("parser_factory", [CBORRequestParser, create_parser])
+def test_json_cbor_blob_parsing(parser_factory):
     serialized_request = {
         "url_path": "/",
         "query_string": "",
@@ -655,7 +659,7 @@ def test_json_cbor_blob_parsing():
     # Load the appropriate service
     service = load_service("kinesis")
     operation_model = service.operation_model("PutRecord")
-    parser = create_parser(service)
+    parser = parser_factory(service)
     parsed_operation_model, parsed_request = parser.parse(
         HttpRequest(
             method=serialized_request.get("method") or "GET",
@@ -678,7 +682,10 @@ def test_json_cbor_blob_parsing():
     assert parsed_request["PartitionKey"] == "partitionkey"
 
 
-def test_json_cbor_blob_parsing_w_timestamp(snapshot):
+# TODO: once Kinesis supports multi protocols (json/cbor), update this test to select the protocol instead when
+#  creating the parser
+@pytest.mark.parametrize("parser_factory", [CBORRequestParser, create_parser])
+def test_json_cbor_blob_parsing_w_timestamp(snapshot, parser_factory):
     serialized_request = {
         "url_path": "/",
         "query_string": "",
@@ -707,7 +714,7 @@ def test_json_cbor_blob_parsing_w_timestamp(snapshot):
     # Load the appropriate service
     service = load_service("kinesis")
     operation_model = service.operation_model("SubscribeToShard")
-    parser = create_parser(service)
+    parser = parser_factory(service)
     parsed_operation_model, parsed_request = parser.parse(
         HttpRequest(
             method=serialized_request.get("method"),
@@ -721,6 +728,7 @@ def test_json_cbor_blob_parsing_w_timestamp(snapshot):
 
     # Check if the determined operation_model is correct
     assert parsed_operation_model == operation_model
+    assert isinstance(parsed_request["StartingPosition"]["Timestamp"], datetime)
     snapshot.match("parsed_request", parsed_request)
 
 
diff --git a/tests/unit/aws/protocol/test_parser.snapshot.json b/tests/unit/aws/protocol/test_parser.snapshot.json
index bf3fab6bc744b..e3768631ca319 100644
--- a/tests/unit/aws/protocol/test_parser.snapshot.json
+++ b/tests/unit/aws/protocol/test_parser.snapshot.json
@@ -1,6 +1,19 @@
 {
-  "tests/unit/aws/protocol/test_parser.py::test_json_cbor_blob_parsing_w_timestamp": {
-    "recorded-date": "21-06-2024, 13:58:29",
+  "tests/unit/aws/protocol/test_parser.py::test_json_cbor_blob_parsing_w_timestamp[CBORRequestParser]": {
+    "recorded-date": "04-09-2025, 18:32:21",
+    "recorded-content": {
+      "parsed_request": {
+        "ConsumerARN": "<test-consumer-arn>",
+        "ShardId": "<test-shard-id>",
+        "StartingPosition": {
+          "Timestamp": "2024-06-21 08:54:08.123000",
+          "Type": "AT_TIMESTAMP"
+        }
+      }
+    }
+  },
+  "tests/unit/aws/protocol/test_parser.py::test_json_cbor_blob_parsing_w_timestamp[create_parser]": {
+    "recorded-date": "04-09-2025, 18:32:21",
     "recorded-content": {
       "parsed_request": {
         "ConsumerARN": "<test-consumer-arn>",
diff --git a/tests/unit/aws/protocol/test_parser.validation.json b/tests/unit/aws/protocol/test_parser.validation.json
index d667ef29c28c0..4576c75ef232e 100644
--- a/tests/unit/aws/protocol/test_parser.validation.json
+++ b/tests/unit/aws/protocol/test_parser.validation.json
@@ -1,5 +1,23 @@
 {
   "tests/unit/aws/protocol/test_parser.py::test_json_cbor_blob_parsing_w_timestamp": {
     "last_validated_date": "2024-06-21T13:58:29+00:00"
+  },
+  "tests/unit/aws/protocol/test_parser.py::test_json_cbor_blob_parsing_w_timestamp[CBORRequestParser]": {
+    "last_validated_date": "2025-09-04T18:32:21+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.01,
+      "teardown": 0.0,
+      "total": 0.01
+    }
+  },
+  "tests/unit/aws/protocol/test_parser.py::test_json_cbor_blob_parsing_w_timestamp[create_parser]": {
+    "last_validated_date": "2025-09-04T18:32:21+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.0,
+      "teardown": 0.0,
+      "total": 0.0
+    }
   }
 }
diff --git a/tests/unit/aws/protocol/test_serializer.py b/tests/unit/aws/protocol/test_serializer.py
index 79a47f43c2ad1..c86e427379d8f 100644
--- a/tests/unit/aws/protocol/test_serializer.py
+++ b/tests/unit/aws/protocol/test_serializer.py
@@ -38,6 +38,7 @@
 )
 from localstack.aws.api.sts import Credentials, GetSessionTokenResponse
 from localstack.aws.protocol.serializer import (
+    CBORResponseSerializer,
     ProtocolSerializerError,
     QueryResponseSerializer,
     UnknownSerializerError,
@@ -248,6 +249,10 @@ def _botocore_event_streaming_test(
     assert actual_events == expected_events
 
 
+def _cbor_serializer_factory(service):
+    return CBORResponseSerializer()
+
+
 def test_rest_xml_serializer_cloudfront_with_botocore():
     parameters = {
         "TestResult": {
@@ -1844,9 +1849,11 @@ def test_query_protocol_json_serialization(headers_dict):
     "headers_dict",
     [{"Content-Type": "application/cbor"}, {"Accept": "application/cbor"}],
 )
-def test_json_protocol_cbor_serialization(headers_dict):
+@pytest.mark.parametrize("serializer_factory", [create_serializer, _cbor_serializer_factory])
+def test_json_protocol_cbor_serialization(headers_dict, serializer_factory):
+    # TODO: test datetime serialization format for Kinesis manually
     service = load_service("kinesis")
-    response_serializer = create_serializer(service)
+    response_serializer = serializer_factory(service)
     headers = Headers(headers_dict)
     response_data = GetRecordsOutput(
         Records=[

From c8f43c91517947019e2dae2800321f83c2004a4d Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Wed, 17 Sep 2025 13:52:13 +0200
Subject: [PATCH 217/697] ASF: implement RPC V2 CBOR parser and serializer
 (#13125)

---
 .../localstack/aws/protocol/parser.py         | 167 ++++++++-
 .../localstack/aws/protocol/serializer.py     | 283 +++++++++++---
 localstack-core/localstack/aws/spec.py        |   2 +-
 .../kinesis/test_kinesis.validation.json      |   8 +-
 tests/unit/aws/protocol/test_parser.py        | 123 ++++++-
 tests/unit/aws/protocol/test_serializer.py    | 347 ++++++++++++++----
 6 files changed, 777 insertions(+), 153 deletions(-)

diff --git a/localstack-core/localstack/aws/protocol/parser.py b/localstack-core/localstack/aws/protocol/parser.py
index 0fce30775b82e..e268837d710ac 100644
--- a/localstack-core/localstack/aws/protocol/parser.py
+++ b/localstack-core/localstack/aws/protocol/parser.py
@@ -19,19 +19,18 @@
                           │RequestParser│
                           └─────────────┘
                              ▲   ▲   ▲
-           ┌─────────────────┘   │   └────────────────────┬───────────────────────┐
-  ┌────────┴─────────┐ ┌─────────┴───────────┐ ┌──────────┴──────────┐ ┌──────────┴──────────┐
-  │QueryRequestParser│ │BaseRestRequestParser│ │BaseJSONRequestParser│ │BaseCBORRequestParser│
-  └──────────────────┘ └─────────────────────┘ └─────────────────────┘ └─────────────────────┘
-          ▲                    ▲            ▲   ▲           ▲             ▲
-  ┌───────┴────────┐ ┌─────────┴──────────┐ │   │  ┌────────┴────────┐    │
-  │EC2RequestParser│ │RestXMLRequestParser│ │   │  │JSONRequestParser│    │
-  └────────────────┘ └────────────────────┘ │   │  └─────────────────┘    │
+           ┌─────────────────┘   │   └────────────────────┬───────────────────────┬───────────────────────┐
+  ┌────────┴─────────┐ ┌─────────┴───────────┐ ┌──────────┴──────────┐ ┌──────────┴──────────┐ ┌──────────┴───────────┐
+  │QueryRequestParser│ │BaseRestRequestParser│ │BaseJSONRequestParser│ │BaseCBORRequestParser│ │BaseRpcV2RequestParser│
+  └──────────────────┘ └─────────────────────┘ └─────────────────────┘ └─────────────────────┘ └──────────────────────┘
+          ▲                    ▲            ▲   ▲           ▲             ▲             ▲             ▲
+  ┌───────┴────────┐ ┌─────────┴──────────┐ │   │  ┌────────┴────────┐    │         ┌───┴─────────────┴────┐
+  │EC2RequestParser│ │RestXMLRequestParser│ │   │  │JSONRequestParser│    │         │RpcV2CBORRequestParser│
+  └────────────────┘ └────────────────────┘ │   │  └─────────────────┘    │         └──────────────────────┘
                            ┌────────────────┴───┴┐                 ▲      │
                            │RestJSONRequestParser│             ┌───┴──────┴──────┐
                            └─────────────────────┘             │CBORRequestParser│
                                                                └─────────────────┘
-
 ::
 
 The ``RequestParser`` contains the logic that is used among all the
@@ -46,6 +45,8 @@
   which is shared among all different protocols.
 * The ``BaseRestRequestParser`` contains the logic for the REST
   protocol specifics (i.e. specific HTTP metadata parsing).
+* The ``BaseRpcV2RequestParser`` contains the logic for the RPC v2
+  protocol specifics (special path routing, no logic about body decoding)
 * The ``BaseJSONRequestParser`` contains the logic for the JSON body
   parsing.
 * The ``BaseCBORRequestParser`` contains the logic for the CBOR body
@@ -56,8 +57,9 @@
 * The ``CBORRequestParser`` inherits the ``json``-protocol specific
   logic from the ``JSONRequestParser`` and the CBOR body parsing
   from the ``BaseCBORRequestParser``.
-* The ``QueryRequestParser``, ``RestXMLRequestParser`` and
-``JSONRequestParser`` have a conventional inheritance structure.
+* The ``QueryRequestParser``, ``RestXMLRequestParser``,
+  ``RpcV2CBORRequestParser`` and ``JSONRequestParser`` have a
+  conventional inheritance structure.
 
 The services and their protocols are defined by using AWS's Smithy
 (a language to define services in a - somewhat - protocol-agnostic
@@ -99,6 +101,7 @@
 from werkzeug.exceptions import BadRequest, NotFound
 
 from localstack.aws.protocol.op_router import RestServiceOperationRouter
+from localstack.aws.spec import ProtocolName
 from localstack.http import Request
 
 
@@ -1200,7 +1203,7 @@ class CBORRequestParser(BaseCBORRequestParser, JSONRequestParser):
     it for now.
     """
 
-    # timestamp format is different from traditional CBOR
+    # timestamp format is different from traditional CBOR, and is encoded as a milliseconds integer
     TIMESTAMP_FORMAT = "unixtimestampmillis"
 
     def _do_parse(
@@ -1244,6 +1247,132 @@ def _parse_timestamp(
         return super()._parse_timestamp(request, shape, node, uri_params)
 
 
+class BaseRpcV2RequestParser(RequestParser):
+    """
+    The ``BaseRpcV2RequestParser`` is the base class for all RPC V2-based AWS service protocols.
+    This base class handles the routing of the request, which is specific based on the path.
+    The body decoding is done in the respective subclasses.
+    """
+
+    @_handle_exceptions
+    def parse(self, request: Request) -> tuple[OperationModel, Any]:
+        # see https://smithy.io/2.0/additional-specs/protocols/smithy-rpc-v2.html
+        if request.method != "POST":
+            raise ProtocolParserError("RPC v2 only accepts POST requests.")
+
+        headers = request.headers
+        if "X-Amz-Target" in headers or "X-Amzn-Target" in headers:
+            raise ProtocolParserError(
+                "RPC v2 does not accept 'X-Amz-Target' or 'X-Amzn-Target'. "
+                "Such requests are rejected for security reasons."
+            )
+        # TODO: add this special path handling to the ServiceNameParser to allow RPC v2 service to be properly extracted
+        #  path = '/service/{service_name}/operation/{operation_name}'
+        # The Smithy RPCv2 CBOR protocol will only use the last four segments of the URL when routing requests.
+        rpc_v2_params = request.path.lstrip("/").split("/")
+        if len(rpc_v2_params) < 4 or not (
+            operation := self.service.operation_model(rpc_v2_params[-1])
+        ):
+            raise OperationNotFoundParserError(
+                f"Unable to find operation for request to service "
+                f"{self.service.service_name}: {request.method} {request.path}"
+            )
+
+        # there are no URI params in RPC v2
+        uri_params = {}
+        shape: StructureShape = operation.input_shape
+        final_parsed = self._do_parse(request, shape, uri_params)
+        return operation, final_parsed
+
+    @_handle_exceptions
+    def _do_parse(
+        self, request: Request, shape: Shape, uri_params: Mapping[str, Any] = None
+    ) -> dict[str, Any]:
+        parsed = {}
+        if shape is not None:
+            event_stream_name = shape.event_stream_name
+            if event_stream_name:
+                parsed = self._handle_event_stream(request, shape, event_stream_name)
+            else:
+                parsed = {}
+                self._parse_payload(request, shape, parsed, uri_params)
+
+        return parsed
+
+    def _handle_event_stream(self, request: Request, shape: Shape, event_name: str):
+        # TODO handle event streams
+        raise NotImplementedError
+
+    def _parse_structure(
+        self,
+        request: Request,
+        shape: StructureShape,
+        node: dict | None,
+        uri_params: Mapping[str, Any] = None,
+    ):
+        if shape.is_document_type:
+            final_parsed = node
+        else:
+            if node is None:
+                # If the comes across the wire as "null" (None in python),
+                # we should be returning this unchanged, instead of as an
+                # empty dict.
+                return None
+            final_parsed = {}
+            members = shape.members
+            if shape.is_tagged_union:
+                cleaned_value = node.copy()
+                cleaned_value.pop("__type", None)
+                cleaned_value = {k: v for k, v in cleaned_value.items() if v is not None}
+                if len(cleaned_value) != 1:
+                    raise ProtocolParserError(
+                        f"Invalid service response: {shape.name} must have one and only one member set."
+                    )
+
+            for member_name, member_shape in members.items():
+                member_value = node.get(member_name)
+                if member_value is not None:
+                    final_parsed[member_name] = self._parse_shape(
+                        request, member_shape, member_value, uri_params
+                    )
+
+        return final_parsed
+
+    def _parse_payload(
+        self,
+        request: Request,
+        shape: Shape,
+        final_parsed: dict,
+        uri_params: Mapping[str, Any] = None,
+    ) -> None:
+        original_parsed = self._initial_body_parse(request)
+        body_parsed = self._parse_shape(request, shape, original_parsed, uri_params)
+        final_parsed.update(body_parsed)
+
+    def _initial_body_parse(self, request: Request):
+        # This method should do the initial parsing of the
+        # body.  We still need to walk the parsed body in order
+        # to convert types, but this method will do the first round
+        # of parsing.
+        raise NotImplementedError("_initial_body_parse")
+
+
+class RpcV2CBORRequestParser(BaseRpcV2RequestParser, BaseCBORRequestParser):
+    """
+    The ``RpcV2CBORRequestParser`` is responsible for parsing incoming requests for services which use the
+    ``rpc-v2-cbor`` protocol. The requests for these services encode all of their parameters as CBOR in the
+    request body.
+    """
+
+    # TODO: investigate datetime format for RpcV2CBOR protocol, which might be different than Kinesis CBOR
+    def _initial_body_parse(self, request: Request):
+        body_contents = request.data
+        if body_contents == b"":
+            return body_contents
+        body_contents_stream = self.get_peekable_stream_from_bytes(body_contents)
+        return self.parse_data_item(body_contents_stream)
+
+
 class EC2RequestParser(QueryRequestParser):
     """
     The ``EC2RequestParser`` is responsible for parsing incoming requests for services which use the ``ec2``
@@ -1422,11 +1551,12 @@ def _get_serialized_name(self, shape: Shape, default_name: str, node: dict) -> s
 
 
 @functools.cache
-def create_parser(service: ServiceModel) -> RequestParser:
+def create_parser(service: ServiceModel, protocol: ProtocolName | None = None) -> RequestParser:
     """
     Creates the right parser for the given service model.
 
     :param service: to create the parser for
+    :param protocol: the protocol for the parser. If not provided, fallback to the service's default protocol
     :return: RequestParser which can handle the protocol of the service
     """
     # Unfortunately, some services show subtle differences in their parsing or operation detection behavior, even though
@@ -1444,17 +1574,22 @@ def create_parser(service: ServiceModel) -> RequestParser:
         "rest-json": RestJSONRequestParser,
         "rest-xml": RestXMLRequestParser,
         "ec2": EC2RequestParser,
+        "smithy-rpc-v2-cbor": RpcV2CBORRequestParser,
         # TODO: implement multi-protocol support for Kinesis, so that it can uses the `cbor` protocol and remove
         #  CBOR handling from JSONRequestParser
         # this is not an "official" protocol defined from the spec, but is derived from ``json``
     }
 
+    # TODO: do we want to add a check if the user-defined protocol is part of the available ones in the ServiceModel?
+    #  or should it be checked once
+    service_protocol = protocol or service.protocol
+
     # Try to select a service- and protocol-specific parser implementation
     if (
         service.service_name in service_specific_parsers
-        and service.protocol in service_specific_parsers[service.service_name]
+        and service_protocol in service_specific_parsers[service.service_name]
     ):
-        return service_specific_parsers[service.service_name][service.protocol](service)
+        return service_specific_parsers[service.service_name][service_protocol](service)
     else:
         # Otherwise, pick the protocol-specific parser for the protocol of the service
-        return protocol_specific_parsers[service.protocol](service)
+        return protocol_specific_parsers[service_protocol](service)
diff --git a/localstack-core/localstack/aws/protocol/serializer.py b/localstack-core/localstack/aws/protocol/serializer.py
index 6cc2bf79490a2..6f6c08de210ff 100644
--- a/localstack-core/localstack/aws/protocol/serializer.py
+++ b/localstack-core/localstack/aws/protocol/serializer.py
@@ -14,21 +14,27 @@
 designed such that the serializers share as much logic as possible.
 The class hierarchy looks as follows:
 ::
-                                    ┌────────────────────┐
-                                    │ ResponseSerializer │
-                                    └────────────────────┘
-                                         ▲   ▲   ▲   ▲
-                                         │   │   │   └─────────────────────────────────────────────┐
-                 ┌───────────────────────┘   │   └─────────────────────┐                           │
-    ┌────────────┴────────────┐ ┌────────────┴─────────────┐ ┌─────────┴────────────┐ ┌────────────┴─────────────┐
-    │BaseXMLResponseSerializer│ │BaseRestResponseSerializer│ │JSONResponseSerializer│ │BaseCBORResponseSerializer│
-    └─────────────────────────┘ └──────────────────────────┘ └──────────────────────┘ └──────────────────────────┘
-                        ▲    ▲             ▲             ▲              ▲                          ▲
- ┌──────────────────────┴─┐ ┌┴─────────────┴──────────┐ ┌┴──────────────┴──────────┐   ┌───────────┴────────────┐
- │QueryResponseSerializer │ │RestXMLResponseSerializer│ │RestJSONResponseSerializer│   │ CBORResponseSerializer │
- └────────────────────────┘ └─────────────────────────┘ └──────────────────────────┘   └────────────────────────┘
-              ▲
-   ┌──────────┴──────────┐
+                                     ┌────────────────────┐
+                                     │ ResponseSerializer │
+                                     └────────────────────┘
+                                           ▲    ▲    ▲
+                 ┌─────────────────┬───────┘    │    └──────────────┬──────────────────────┐
+    ┌────────────┴────────────┐    │    ┌───────┴──────────────┐    │         ┌────────────┴─────────────┐
+    │BaseXMLResponseSerializer│    │    │JSONResponseSerializer│    │         │BaseCBORResponseSerializer│
+    └─────────────────────────┘    │    └──────────────────────┘    │         └──────────────────────────┘
+       ▲    ▲        ┌─────────────┴────────────┐     ▲       ┌─────┴─────────────────────┐  ▲         ▲
+       │    │        │BaseRestResponseSerializer│     │       │BaseRpcV2ResponseSerializer│  │         │
+       │    │        └──────────────────────────┘     │       └───────────────────────────┘  │         │
+       │    │              ▲              ▲           │                          ▲           │         │
+       │    │              │              │           │                          │           │         │
+       │  ┌─┴──────────────┴────────┐  ┌──┴───────────┴───────────┐   ┌──────────┴───────────┴────┐    │
+       │  │RestXMLResponseSerializer│  │RestJSONResponseSerializer│   │RpcV2CBORResponseSerializer│    │
+       │  └─────────────────────────┘  └──────────────────────────┘   └───────────────────────────┘    │
+ ┌─────┴──────────────────┐                                                                 ┌──────────┴─────────────┐
+ │QueryResponseSerializer │                                                                 │ CBORResponseSerializer │
+ └────────────────────────┘                                                                 └────────────────────────┘
+             ▲
+   ┌─────────┴───────────┐
    │EC2ResponseSerializer│
    └─────────────────────┘
 ::
@@ -49,6 +55,8 @@
   the HTTP response's header fields.
 * The ``ec2`` protocol is basically similar to the ``query`` protocol with a
   specific error response formatting.
+* The ``smithy-rpc-v2-cbor`` protocol defines a specific way to route request
+  to services via the RPC v2 trait, and encodes its body with the CBOR format.
 
 The serializer classes in this module correspond directly to the different
 protocols. ``#create_serializer`` shows the explicit mapping between the
@@ -62,9 +70,15 @@
   and the CBOR serialization respectively.
 * The ``BaseRestResponseSerializer`` contains the logic for the REST
   protocol specifics (i.e. specific HTTP header serializations).
+* The ``BaseRpcV2ResponseSerializer`` contains the logic for the RPC v2
+  protocol specifics (i.e. pretty bare, does not has any specific
+  about body serialization).
 * The ``RestXMLResponseSerializer`` and the ``RestJSONResponseSerializer``
   inherit the ReST specific logic from the ``BaseRestResponseSerializer``
   and the XML / JSON body serialization from their second super class.
+* The ``RpcV2CBORResponseSerializer`` inherits the RPC v2 specific logic
+  from the ``BaseRpcV2ResponseSerializer`` and the CBOR body serialization
+  from its second super class.
 * The ``CBORResponseSerializer`` contains the logic specific to the
   non-official ``cbor`` protocol, mirroring the ``json`` protocol but
   with CBOR encoded body
@@ -81,6 +95,7 @@
 import abc
 import base64
 import copy
+import datetime
 import functools
 import json
 import logging
@@ -90,7 +105,6 @@
 from abc import ABC
 from binascii import crc32
 from collections.abc import Iterable, Iterator
-from datetime import datetime
 from email.utils import formatdate
 from struct import pack
 from typing import IO, Any
@@ -524,7 +538,7 @@ def _get_mime_type(self, headers: dict | Headers | None) -> str:
     # Some extra utility methods subclasses can use.
 
     @staticmethod
-    def _timestamp_iso8601(value: datetime) -> str:
+    def _timestamp_iso8601(value: datetime.datetime) -> str:
         if value.microsecond > 0:
             timestamp_format = ISO8601_MICRO
         else:
@@ -532,15 +546,17 @@ def _timestamp_iso8601(value: datetime) -> str:
         return value.strftime(timestamp_format)
 
     @staticmethod
-    def _timestamp_unixtimestamp(value: datetime) -> float:
+    def _timestamp_unixtimestamp(value: datetime.datetime) -> float:
         return value.timestamp()
 
-    def _timestamp_rfc822(self, value: datetime) -> str:
-        if isinstance(value, datetime):
+    def _timestamp_rfc822(self, value: datetime.datetime) -> str:
+        if isinstance(value, datetime.datetime):
             value = self._timestamp_unixtimestamp(value)
         return formatdate(value, usegmt=True)
 
-    def _convert_timestamp_to_str(self, value: int | str | datetime, timestamp_format=None) -> str:
+    def _convert_timestamp_to_str(
+        self, value: int | str | datetime.datetime, timestamp_format=None
+    ) -> str:
         if timestamp_format is None:
             timestamp_format = self.TIMESTAMP_FORMAT
         timestamp_format = timestamp_format.lower()
@@ -1426,6 +1442,20 @@ def _serialize_content_type(
 
 
 class BaseCBORResponseSerializer(ResponseSerializer):
+    """
+    The ``BaseCBORResponseSerializer`` performs the basic logic for the CBOR response serialization.
+
+    There are two types of map/list in CBOR, indefinite length types and "defined" ones:
+    You can use the `\xbf` byte marker to indicate a map with indefinite length, then `\xff` to indicate the end
+     of the map.
+    You can also use, for example, `\xa4` to indicate a map with exactly 4 things in it, so `\xff` is not
+    required at the end.
+    AWS, for both Kinesis and `smithy-rpc-v2-cbor` services, is using indefinite data structures when returning
+    responses.
+    """
+
+    SUPPORTED_MIME_TYPES = [APPLICATION_CBOR, APPLICATION_AMZ_CBOR_1_1]
+
     UNSIGNED_INT_MAJOR_TYPE = 0
     NEGATIVE_INT_MAJOR_TYPE = 1
     BLOB_MAJOR_TYPE = 2
@@ -1435,6 +1465,10 @@ class BaseCBORResponseSerializer(ResponseSerializer):
     TAG_MAJOR_TYPE = 6
     FLOAT_AND_SIMPLE_MAJOR_TYPE = 7
 
+    INDEFINITE_ITEM_ADDITIONAL_INFO = 31
+    BREAK_CODE = b"\xff"
+    USE_INDEFINITE_DATA_STRUCTURE = True
+
     def _serialize_data_item(
         self, serialized: bytearray, value: Any, shape: Shape | None, name: str | None = None
     ) -> None:
@@ -1503,32 +1537,34 @@ def _serialize_type_string(
             serialized.extend(initial_byte + length.to_bytes(num_bytes, "big") + encoded)
 
     def _serialize_type_list(
-        self, serialized: bytearray, value: str, shape: Shape | None, name: str | None = None
+        self, serialized: bytearray, value: list, shape: Shape | None, name: str | None = None
     ) -> None:
-        length = len(value)
-        additional_info, num_bytes = self._get_additional_info_and_num_bytes(length)
-        initial_byte = self._get_initial_byte(self.LIST_MAJOR_TYPE, additional_info)
-        if num_bytes == 0:
-            serialized.extend(initial_byte)
-        else:
-            serialized.extend(initial_byte + length.to_bytes(num_bytes, "big"))
+        initial_bytes, closing_bytes = self._get_bytes_for_data_structure(
+            value, self.LIST_MAJOR_TYPE
+        )
+        serialized.extend(initial_bytes)
+
         for item in value:
             self._serialize_data_item(serialized, item, shape.member)
 
+        if closing_bytes is not None:
+            serialized.extend(closing_bytes)
+
     def _serialize_type_map(
         self, serialized: bytearray, value: dict, shape: Shape | None, name: str | None = None
     ) -> None:
-        length = len(value)
-        additional_info, num_bytes = self._get_additional_info_and_num_bytes(length)
-        initial_byte = self._get_initial_byte(self.MAP_MAJOR_TYPE, additional_info)
-        if num_bytes == 0:
-            serialized.extend(initial_byte)
-        else:
-            serialized.extend(initial_byte + length.to_bytes(num_bytes, "big"))
+        initial_bytes, closing_bytes = self._get_bytes_for_data_structure(
+            value, self.MAP_MAJOR_TYPE
+        )
+        serialized.extend(initial_bytes)
+
         for key_item, item in value.items():
             self._serialize_data_item(serialized, key_item, shape.key)
             self._serialize_data_item(serialized, item, shape.value)
 
+        if closing_bytes is not None:
+            serialized.extend(closing_bytes)
+
     def _serialize_type_structure(
         self, serialized: bytearray, value: dict, shape: Shape | None, name: str | None = None
     ) -> None:
@@ -1539,13 +1575,10 @@ def _serialize_type_structure(
         # Remove `None` values from the dictionary
         value = {k: v for k, v in value.items() if v is not None}
 
-        map_length = len(value)
-        additional_info, num_bytes = self._get_additional_info_and_num_bytes(map_length)
-        initial_byte = self._get_initial_byte(self.MAP_MAJOR_TYPE, additional_info)
-        if num_bytes == 0:
-            serialized.extend(initial_byte)
-        else:
-            serialized.extend(initial_byte + map_length.to_bytes(num_bytes, "big"))
+        initial_bytes, closing_bytes = self._get_bytes_for_data_structure(
+            value, self.MAP_MAJOR_TYPE
+        )
+        serialized.extend(initial_bytes)
 
         members = shape.members
         for member_key, member_value in value.items():
@@ -1556,25 +1589,29 @@ def _serialize_type_structure(
                 self._serialize_type_string(serialized, member_key, None, None)
                 self._serialize_data_item(serialized, member_value, member_shape)
 
+        if closing_bytes is not None:
+            serialized.extend(closing_bytes)
+
     def _serialize_type_timestamp(
         self,
         serialized: bytearray,
-        value: int | str | datetime,
+        value: int | str | datetime.datetime,
         shape: Shape | None,
         name: str | None = None,
     ) -> None:
-        timestamp = int(self._convert_timestamp_to_str(value))
+        # https://smithy.io/2.0/additional-specs/protocols/smithy-rpc-v2.html#timestamp-type-serialization
         tag = 1  # Use tag 1 for unix timestamp
         initial_byte = self._get_initial_byte(self.TAG_MAJOR_TYPE, tag)
         serialized.extend(initial_byte)  # Tagging the timestamp
-        additional_info, num_bytes = self._get_additional_info_and_num_bytes(timestamp)
 
-        if num_bytes == 0:
-            initial_byte = self._get_initial_byte(self.UNSIGNED_INT_MAJOR_TYPE, timestamp)
-            serialized.extend(initial_byte)
-        else:
-            initial_byte = self._get_initial_byte(self.UNSIGNED_INT_MAJOR_TYPE, additional_info)
-            serialized.extend(initial_byte + timestamp.to_bytes(num_bytes, "big"))
+        # we encode the timestamp as a double, like the Go SDK
+        # https://github.com/aws/aws-sdk-go-v2/blob/5d7c17325a2581afae4455c150549174ebfd9428/internal/protocoltest/smithyrpcv2cbor/serializers.go#L664-L669
+        # Currently, the Botocore serializer using unsigned integers, but it does not conform to the Smithy specs:
+        # > This protocol uses epoch-seconds, also known as Unix timestamps, with millisecond
+        # > (1/1000th of a second) resolution.
+        timestamp = float(self._convert_timestamp_to_str(value))
+        initial_byte = self._get_initial_byte(self.FLOAT_AND_SIMPLE_MAJOR_TYPE, 27)
+        serialized.extend(initial_byte + struct.pack(">d", timestamp))
 
     def _serialize_type_float(
         self, serialized: bytearray, value: float, shape: Shape | None, name: str | None = None
@@ -1653,6 +1690,21 @@ def _get_bytes_for_special_numbers(self, value: int | float) -> bytes:
         elif math.isnan(value):
             return initial_byte + struct.pack(">H", 0x7E00)
 
+    def _get_bytes_for_data_structure(
+        self, value: list | dict, major_type: int
+    ) -> tuple[bytes, bytes | None]:
+        if self.USE_INDEFINITE_DATA_STRUCTURE:
+            additional_info = self.INDEFINITE_ITEM_ADDITIONAL_INFO
+            return self._get_initial_byte(major_type, additional_info), self.BREAK_CODE
+        else:
+            length = len(value)
+            additional_info, num_bytes = self._get_additional_info_and_num_bytes(length)
+            initial_byte = self._get_initial_byte(major_type, additional_info)
+            if num_bytes != 0:
+                initial_byte = initial_byte + length.to_bytes(num_bytes, "big")
+
+            return initial_byte, None
+
 
 class CBORResponseSerializer(BaseCBORResponseSerializer):
     """
@@ -1661,8 +1713,6 @@ class CBORResponseSerializer(BaseCBORResponseSerializer):
     conceptually from the ``JSONResponseSerializer``
     """
 
-    SUPPORTED_MIME_TYPES = [APPLICATION_CBOR, APPLICATION_AMZ_CBOR_1_1]
-
     TIMESTAMP_FORMAT = "unixtimestamp"
 
     def _serialize_error(
@@ -1737,6 +1787,113 @@ def _prepare_additional_traits_in_response(
         return response
 
 
+class BaseRpcV2ResponseSerializer(ResponseSerializer):
+    """
+    The BaseRpcV2ResponseSerializer performs the basic logic for the RPC V2 response serialization.
+    The only variance between the various RPCv2 protocols is the way the body is serialized for regular responses,
+    and the way they will encode exceptions.
+    """
+
+    def _serialize_response(
+        self,
+        parameters: dict,
+        response: Response,
+        shape: Shape | None,
+        shape_members: dict,
+        operation_model: OperationModel,
+        mime_type: str,
+        request_id: str,
+    ) -> None:
+        response.content_type = mime_type
+        response.set_response(
+            self._serialize_body_params(parameters, shape, operation_model, mime_type, request_id)
+        )
+
+    def _serialize_body_params(
+        self,
+        params: dict,
+        shape: Shape,
+        operation_model: OperationModel,
+        mime_type: str,
+        request_id: str,
+    ) -> bytes | None:
+        raise NotImplementedError
+
+
+class RpcV2CBORResponseSerializer(BaseRpcV2ResponseSerializer, BaseCBORResponseSerializer):
+    """
+    The RpcV2CBORResponseSerializer implements the CBOR body serialization part for the RPC v2 protocol, and implements the
+    specific exception serialization.
+    https://smithy.io/2.0/additional-specs/protocols/smithy-rpc-v2.html
+    """
+
+    # the Smithy spec defines that only `application/cbor` is supported for RPC v2 CBOR
+    SUPPORTED_MIME_TYPES = [APPLICATION_CBOR]
+    TIMESTAMP_FORMAT = "unixtimestamp"
+
+    def _serialize_body_params(
+        self,
+        params: dict,
+        shape: Shape,
+        operation_model: OperationModel,
+        mime_type: str,
+        request_id: str,
+    ) -> bytes | None:
+        body = bytearray()
+        self._serialize_data_item(body, params, shape)
+        return bytes(body)
+
+    def _serialize_error(
+        self,
+        error: ServiceException,
+        response: Response,
+        shape: StructureShape,
+        operation_model: OperationModel,
+        mime_type: str,
+        request_id: str,
+    ) -> None:
+        body = bytearray()
+        response.content_type = mime_type  # can only be 'application/cbor'
+        # TODO: the Botocore parser is able to look at the `x-amzn-query-error` header for the RpcV2 CBOR protocol
+        #  we'll need to investigate which services need it
+        # Responses for the rpcv2Cbor protocol SHOULD NOT contain the X-Amzn-ErrorType header.
+        # Type information is always serialized in the payload. This is different than `json` protocol
+
+        if shape:
+            # FIXME: we need to manually add the `__type` field to the shape as it is not part of the specs
+            #  think about a better way, this is very hacky
+            # Error responses in the rpcv2Cbor protocol MUST be serialized identically to standard responses with one
+            # additional component to distinguish which error is contained: a body field named __type.
+            shape_copy = copy.deepcopy(shape)
+            shape_copy.members["__type"] = StringShape(
+                shape_name="__type", shape_model={"type": "string"}
+            )
+            remaining_params = {"__type": error.code}
+
+            for member_name in shape_copy.members:
+                if hasattr(error, member_name):
+                    remaining_params[member_name] = getattr(error, member_name)
+                # Default error message fields can sometimes have different casing in the specs
+                elif member_name.lower() in ["code", "message"] and hasattr(
+                    error, member_name.lower()
+                ):
+                    remaining_params[member_name] = getattr(error, member_name.lower())
+
+            self._serialize_data_item(body, remaining_params, shape_copy, None)
+
+        response.set_response(bytes(body))
+
+    def _prepare_additional_traits_in_response(
+        self, response: Response, operation_model: OperationModel, request_id: str
+    ):
+        response.headers["x-amzn-requestid"] = request_id
+        response.headers["Smithy-Protocol"] = "rpc-v2-cbor"
+        response = super()._prepare_additional_traits_in_response(
+            response, operation_model, request_id
+        )
+        return response
+
+
 class S3ResponseSerializer(RestXMLResponseSerializer):
     """
     The ``S3ResponseSerializer`` adds some minor logic to handle S3 specific peculiarities with the error response
@@ -1903,7 +2060,7 @@ def _prepare_additional_traits_in_xml(self, root: ETree.Element | None, request_
         root.attrib["xmlns"] = self.XML_NAMESPACE
 
     @staticmethod
-    def _timestamp_iso8601(value: datetime) -> str:
+    def _timestamp_iso8601(value: datetime.datetime) -> str:
         """
         This is very specific to S3, S3 returns an ISO8601 timestamp but with milliseconds always set to 000
         Some SDKs are very picky about the length
@@ -2074,11 +2231,14 @@ def gen_amzn_requestid():
 
 
 @functools.cache
-def create_serializer(service: ServiceModel) -> ResponseSerializer:
+def create_serializer(
+    service: ServiceModel, protocol: ProtocolName | None = None
+) -> ResponseSerializer:
     """
     Creates the right serializer for the given service model.
 
     :param service: to create the serializer for
+    :param protocol: the protocol for the serializer. If not provided, fallback to the service's default protocol
     :return: ResponseSerializer which can handle the protocol of the service
     """
 
@@ -2098,20 +2258,25 @@ def create_serializer(service: ServiceModel) -> ResponseSerializer:
         "rest-json": RestJSONResponseSerializer,
         "rest-xml": RestXMLResponseSerializer,
         "ec2": EC2ResponseSerializer,
+        "smithy-rpc-v2-cbor": RpcV2CBORResponseSerializer,
         # TODO: implement multi-protocol support for Kinesis, so that it can uses the `cbor` protocol and remove
         #  CBOR handling from JSONResponseParser
         # this is not an "official" protocol defined from the spec, but is derived from ``json``
     }
+    # TODO: even though our Service Name Parser will only use a protocol that is available for the service, we might
+    #  want to verify if the given protocol here is available for that service, in case we are manually calling
+    #  this factory. Revisit once we implement multi-protocol support
+    service_protocol = protocol or service.protocol
 
     # Try to select a service- and protocol-specific serializer implementation
     if (
         service.service_name in service_specific_serializers
-        and service.protocol in service_specific_serializers[service.service_name]
+        and service_protocol in service_specific_serializers[service.service_name]
     ):
-        return service_specific_serializers[service.service_name][service.protocol]()
+        return service_specific_serializers[service.service_name][service_protocol]()
     else:
         # Otherwise, pick the protocol-specific serializer for the protocol of the service
-        return protocol_specific_serializers[service.protocol]()
+        return protocol_specific_serializers[service_protocol]()
 
 
 def aws_response_serializer(
diff --git a/localstack-core/localstack/aws/spec.py b/localstack-core/localstack/aws/spec.py
index 3de44f66d1a23..f36587240fee0 100644
--- a/localstack-core/localstack/aws/spec.py
+++ b/localstack-core/localstack/aws/spec.py
@@ -21,7 +21,7 @@
 LOG = logging.getLogger(__name__)
 
 ServiceName = str
-ProtocolName = Literal["query", "json", "rest-json", "rest-xml", "ec2"]
+ProtocolName = Literal["query", "json", "rest-json", "rest-xml", "ec2", "smithy-rpc-v2-cbor"]
 
 
 class ServiceModelIdentifier(NamedTuple):
diff --git a/tests/aws/services/kinesis/test_kinesis.validation.json b/tests/aws/services/kinesis/test_kinesis.validation.json
index 1bfb9b12777bd..7a8f4bd469ca1 100644
--- a/tests/aws/services/kinesis/test_kinesis.validation.json
+++ b/tests/aws/services/kinesis/test_kinesis.validation.json
@@ -6,12 +6,12 @@
     "last_validated_date": "2024-07-31T11:17:28+00:00"
   },
   "tests/aws/services/kinesis/test_kinesis.py::TestKinesis::test_cbor_exceptions": {
-    "last_validated_date": "2025-09-04T16:59:26+00:00",
+    "last_validated_date": "2025-09-16T15:31:43+00:00",
     "durations_in_seconds": {
-      "setup": 0.5,
-      "call": 0.47,
+      "setup": 0.57,
+      "call": 0.48,
       "teardown": 0.0,
-      "total": 0.97
+      "total": 1.05
     }
   },
   "tests/aws/services/kinesis/test_kinesis.py::TestKinesis::test_create_stream_without_shard_count": {
diff --git a/tests/unit/aws/protocol/test_parser.py b/tests/unit/aws/protocol/test_parser.py
index 47195778dcb7d..2b3d8251a63f5 100644
--- a/tests/unit/aws/protocol/test_parser.py
+++ b/tests/unit/aws/protocol/test_parser.py
@@ -340,12 +340,19 @@ def test_query_parser_pass_str_as_int_raises_error():
 
 
 def _botocore_parser_integration_test(
-    service: str, action: str, headers: dict = None, expected: dict = None, **kwargs
+    *,
+    service: str,
+    action: str,
+    protocol: str = None,
+    headers: dict = None,
+    expected: dict = None,
+    **kwargs,
 ):
     # Load the appropriate service
     service = load_service(service)
+    service_protocol = protocol or service.protocol
     # Use the serializer from botocore to serialize the request params
-    serializer = create_serializer(service.protocol)
+    serializer = create_serializer(service_protocol)
 
     operation_model = service.operation_model(action)
     serialized_request = serializer.serialize_to_request(kwargs, operation_model)
@@ -366,12 +373,12 @@ def _botocore_parser_integration_test(
     # use custom headers (if provided), or headers from serialized request as default
     headers = serialized_request.get("headers") if headers is None else headers
 
-    if service.protocol in ["query", "ec2"]:
+    if service_protocol in ["query", "ec2"]:
         # Serialize the body as query parameter
         body = urlencode(serialized_request["body"])
 
     # Use our parser to parse the serialized body
-    parser = create_parser(service)
+    parser = create_parser(service, service_protocol)
     parsed_operation_model, parsed_request = parser.parse(
         HttpRequest(
             method=serialized_request.get("method") or "GET",
@@ -1440,3 +1447,111 @@ def test_restxml_ignores_get_body():
     assert "Bucket" in parsed_request
     assert parsed_request["Bucket"] == "test-bucket"
     assert parsed_request["Key"] == "foo"
+
+
+def test_smithy_rpc_v2_cbor():
+    # we are using a service that LocalStack does not implement yet because it implements `smithy-rpc-v2-cbor`
+    # we can replace this service by CloudWatch once it has support in Botocore
+    # TODO: test timestamp parsing
+    # example taken from:
+    # https://boto3.amazonaws.com/v1/documentation/api/latest/reference/services/arc-region-switch/client/create_plan.html
+
+    _botocore_parser_integration_test(
+        service="arc-region-switch",
+        protocol="smithy-rpc-v2-cbor",
+        action="CreatePlan",
+        description="string",
+        workflows=[
+            {
+                "steps": [
+                    {
+                        "name": "string",
+                        "description": "string",
+                        "executionBlockConfiguration": {
+                            "customActionLambdaConfig": {
+                                "timeoutMinutes": 123,
+                                "lambdas": [
+                                    {
+                                        "crossAccountRole": "string",
+                                        "externalId": "string",
+                                        "arn": "string",
+                                    },
+                                ],
+                                "retryIntervalMinutes": 10.0,
+                                "regionToRun": "activatingRegion",
+                                "ungraceful": {"behavior": "skip"},
+                            },
+                        },
+                        "executionBlockType": "CustomActionLambda",
+                    },
+                ],
+                "workflowTargetAction": "activate",
+                "workflowTargetRegion": "string",
+                "workflowDescription": "string",
+            },
+        ],
+        executionRole="string",
+        recoveryTimeObjectiveMinutes=123,
+        associatedAlarms={
+            "string": {
+                "crossAccountRole": "string",
+                "externalId": "string",
+                "resourceIdentifier": "string",
+                "alarmType": "applicationHealth",
+            }
+        },
+        triggers=[
+            {
+                "description": "string",
+                "targetRegion": "string",
+                "action": "activate",
+                "conditions": [
+                    {
+                        "associatedAlarmName": "string",
+                        "condition": "red",
+                    },
+                ],
+                "minDelayMinutesBetweenExecutions": 123,
+            },
+        ],
+        name="string",
+        regions=[
+            "region1",
+            "region2",
+        ],
+        recoveryApproach="activeActive",
+        primaryRegion="string",
+        tags={"string": "string"},
+    )
+
+
+@pytest.mark.parametrize("protocol", ("json", "smithy-rpc-v2-cbor"))
+def test_protocol_selection(protocol):
+    # we are using a service that LocalStack does not implement yet because it implements `smithy-rpc-v2-cbor`
+    # we can replace this service by CloudWatch once it has support in Botocore
+
+    _botocore_parser_integration_test(
+        service="arc-region-switch",
+        protocol=protocol,
+        action="TagResource",
+        arn="string",
+        tags={"string": "string"},
+    )
+
+
+def test_rpcv2_operation_detection_with_prefix():
+    """
+    Every request for the rpcv2Cbor protocol MUST be sent to a URL with the following form:
+    {prefix?}/service/{serviceName}/operation/{operationName}
+    The Smithy RPCv2 CBOR protocol will only use the last four segments of the URL when routing requests.
+    For example, a service could use a v1 prefix in the URL path, which would not affect the operation a request
+    is routed to: `v1/service/FooService/operation/BarOperation`
+    """
+    request = HttpRequest(
+        method="POST",
+        path="/v1/service/ArcRegionSwitch/operation/TagResource",
+        body=b"\xa2carnfstringdtags\xa1fstringfstring",
+    )
+    parser = create_parser(load_service("arc-region-switch"))
+    parsed_operation_model, parsed_request = parser.parse(request)
+    assert parsed_operation_model.name == "TagResource"
diff --git a/tests/unit/aws/protocol/test_serializer.py b/tests/unit/aws/protocol/test_serializer.py
index c86e427379d8f..6a81c7bb39313 100644
--- a/tests/unit/aws/protocol/test_serializer.py
+++ b/tests/unit/aws/protocol/test_serializer.py
@@ -46,7 +46,7 @@
     create_serializer,
 )
 from localstack.aws.spec import load_service
-from localstack.constants import APPLICATION_AMZ_CBOR_1_1
+from localstack.constants import APPLICATION_AMZ_CBOR_1_1, APPLICATION_CBOR
 from localstack.http import Request, Response
 from localstack.utils.common import to_str
 from localstack.utils.strings import long_uid
@@ -55,17 +55,19 @@
 
 
 def _botocore_serializer_integration_test(
+    *,
     service: str,
     action: str,
     response: dict,
-    status_code=200,
-    expected_response_content: dict = None,
+    status_code: int = 200,
+    expected_response_content: dict | None = None,
+    protocol: str | None = None,
 ) -> dict:
     """
     Performs an integration test for the serializer using botocore as parser.
     It executes the following steps:
     - Load the given service (f.e. "sqs")
-    - Serialize the response with the appropriate serializer from the AWS Serivce Framework
+    - Serialize the response with the appropriate serializer from the AWS Service Framework
     - Parse the serialized response using the botocore parser
     - Checks if the metadata is correct (status code, requestID,...)
     - Checks if the parsed response content is equal to the input to the serializer
@@ -76,14 +78,17 @@ def _botocore_serializer_integration_test(
     :param status_code: Optional - expected status code of the response - defaults to 200
     :param expected_response_content: Optional - if the input data ("response") differs from the actually expected data
                                       (because f.e. it contains None values)
+    :param: protocol: Optional: to specify which protocol to use for the service. If not provided,
+                    fallback to the service's default protocol
     :return: boto-parsed serialized response
     """
 
     # Load the appropriate service
     service = load_service(service)
+    service_protocol = protocol or service.protocol
 
     # Use our serializer to serialize the response
-    response_serializer = create_serializer(service)
+    response_serializer = create_serializer(service, protocol=service_protocol)
     # The serializer changes the incoming dict, therefore copy it before passing it to the serializer
     response_to_parse = copy.deepcopy(response)
     serialized_response = response_serializer.serialize_to_response(
@@ -91,7 +96,7 @@ def _botocore_serializer_integration_test(
     )
 
     # Use the parser from botocore to parse the serialized response
-    response_parser = create_parser(service.protocol)
+    response_parser = create_parser(service_protocol)
     parsed_response = response_parser.parse(
         serialized_response.to_readonly_response_dict(),
         service.operation_model(action).output_shape,
@@ -123,7 +128,7 @@ def _botocore_error_serializer_integration_test(
     status_code: int,
     message: str | None,
     is_sender_fault: bool = False,
-    **additional_error_fields: dict[str, Any],
+    **additional_error_fields: Any,
 ) -> dict:
     """
     Performs an integration test for the error serialization using botocore as parser.
@@ -277,7 +282,9 @@ def test_rest_xml_serializer_cloudfront_with_botocore():
             "FunctionOutput": "string",
         }
     }
-    _botocore_serializer_integration_test("cloudfront", "TestFunction", parameters)
+    _botocore_serializer_integration_test(
+        service="cloudfront", action="TestFunction", response=parameters
+    )
 
 
 def test_rest_xml_serializer_route53_with_botocore():
@@ -290,7 +297,9 @@ def test_rest_xml_serializer_route53_with_botocore():
         },
         "DelegationSet": {"NameServers": ["dns.localhost.localstack.cloud"]},
     }
-    _botocore_serializer_integration_test("route53", "CreateHostedZone", parameters, 201)
+    _botocore_serializer_integration_test(
+        service="route53", action="CreateHostedZone", response=parameters, status_code=201
+    )
 
 
 def test_rest_xml_serializer_s3_with_botocore():
@@ -322,7 +331,9 @@ def test_rest_xml_serializer_s3_with_botocore():
             },
         }
     }
-    _botocore_serializer_integration_test("s3", "GetBucketAnalyticsConfiguration", parameters)
+    _botocore_serializer_integration_test(
+        service="s3", action="GetBucketAnalyticsConfiguration", response=parameters
+    )
 
 
 def test_rest_xml_serializer_s3_2_with_botocore():
@@ -362,7 +373,7 @@ def test_rest_xml_serializer_s3_2_with_botocore():
         "ObjectLockLegalHoldStatus": "ON",
         "StatusCode": 200,
     }
-    _botocore_serializer_integration_test("s3", "GetObject", parameters)
+    _botocore_serializer_integration_test(service="s3", action="GetObject", response=parameters)
 
 
 def test_query_serializer_cloudformation_with_botocore():
@@ -392,7 +403,9 @@ def test_query_serializer_cloudformation_with_botocore():
             "Timestamp": datetime(2015, 1, 1, 23, 59, 59, 6000, tzinfo=tzutc()),
         }
     }
-    _botocore_serializer_integration_test("cloudformation", "DetectStackResourceDrift", parameters)
+    _botocore_serializer_integration_test(
+        service="cloudformation", action="DetectStackResourceDrift", response=parameters
+    )
 
 
 def test_query_serializer_redshift_with_botocore():
@@ -417,11 +430,13 @@ def test_query_serializer_redshift_with_botocore():
             },
         ],
     }
-    _botocore_serializer_integration_test("redshift", "DescribeClusterDbRevisions", parameters)
+    _botocore_serializer_integration_test(
+        service="redshift", action="DescribeClusterDbRevisions", response=parameters
+    )
 
 
 def test_query_serializer_sqs_empty_return_shape_with_botocore():
-    _botocore_serializer_integration_test("sqs", "SetQueueAttributes", {})
+    _botocore_serializer_integration_test(service="sqs", action="SetQueueAttributes", response={})
 
 
 def test_query_serializer_sqs_flattened_list_with_botocore():
@@ -431,7 +446,7 @@ def test_query_serializer_sqs_flattened_list_with_botocore():
             "http://localhost:4566/000000000000/myqueue2",
         ]
     }
-    _botocore_serializer_integration_test("sqs", "ListQueues", response)
+    _botocore_serializer_integration_test(service="sqs", action="ListQueues", response=response)
 
 
 def test_query_serializer_sqs_flattened_map_with_botocore():
@@ -441,7 +456,9 @@ def test_query_serializer_sqs_flattened_map_with_botocore():
             "DelaySeconds": "0",
         }
     }
-    _botocore_serializer_integration_test("sqs", "GetQueueAttributes", response)
+    _botocore_serializer_integration_test(
+        service="sqs", action="GetQueueAttributes", response=response
+    )
 
 
 def test_query_serializer_sqs_flattened_list_map_with_botocore():
@@ -461,7 +478,7 @@ def test_query_serializer_sqs_flattened_list_map_with_botocore():
             }
         ]
     }
-    _botocore_serializer_integration_test("sqs", "ReceiveMessage", response)
+    _botocore_serializer_integration_test(service="sqs", action="ReceiveMessage", response=response)
 
 
 def test_query_serializer_sqs_none_value_in_map():
@@ -478,7 +495,13 @@ def test_query_serializer_sqs_none_value_in_map():
     }
     expected_response = copy.deepcopy(response)
     del expected_response["Messages"][0]["Attributes"]
-    _botocore_serializer_integration_test("sqs", "ReceiveMessage", response, 200, expected_response)
+    _botocore_serializer_integration_test(
+        service="sqs",
+        action="ReceiveMessage",
+        response=response,
+        status_code=200,
+        expected_response_content=expected_response,
+    )
 
 
 def test_query_protocol_error_serialization():
@@ -848,6 +871,43 @@ class InvalidObjectState(ServiceException):
     )
 
 
+def test_rpc_v2_cbor_protocol_error_serialization():
+    class _ResourceNotFoundException(ServiceException):
+        code: str = "ResourceNotFoundException"
+        sender_fault: bool = True
+        status_code: int = 404
+
+    exception = _ResourceNotFoundException("Not Found!")
+
+    _botocore_error_serializer_integration_test(
+        "arc-region-switch",
+        "ListPlans",
+        exception,
+        "ResourceNotFoundException",
+        404,
+        "Not Found!",
+    )
+
+
+def test_rpc_v2_cbor_protocol_error_serialization_default_headers():
+    class _ResourceNotFoundException(ServiceException):
+        code: str = "ResourceNotFoundException"
+        sender_fault: bool = True
+        status_code: int = 404
+
+    exception = _ResourceNotFoundException("Not Found!")
+    service = load_service("arc-region-switch")
+    response_serializer = create_serializer(service)
+    serialized_response = response_serializer.serialize_error_to_response(
+        exception,
+        service.operation_model("ListPlans"),
+        {},
+        long_uid(),
+    )
+    assert serialized_response.headers["Content-Type"] == APPLICATION_CBOR
+    assert serialized_response.headers["Smithy-Protocol"] == "rpc-v2-cbor"
+
+
 def test_json_protocol_content_type_1_0():
     """AppRunner defines the jsonVersion 1.0, therefore the Content-Type needs to be application/x-amz-json-1.0."""
     service = load_service("apprunner")
@@ -975,7 +1035,9 @@ def test_json_serializer_cognito_with_botocore():
             },
         }
     }
-    _botocore_serializer_integration_test("cognito-idp", "DescribeUserPool", parameters)
+    _botocore_serializer_integration_test(
+        service="cognito-idp", action="DescribeUserPool", response=parameters
+    )
 
 
 def test_json_serializer_date_serialization_with_botocore():
@@ -984,7 +1046,9 @@ def test_json_serializer_date_serialization_with_botocore():
             "LastModifiedDate": datetime(2022, 2, 8, 9, 17, 40, 122939, tzinfo=tzlocal()),
         }
     }
-    _botocore_serializer_integration_test("cognito-idp", "DescribeUserPool", parameters)
+    _botocore_serializer_integration_test(
+        service="cognito-idp", action="DescribeUserPool", response=parameters
+    )
 
 
 def test_restjson_protocol_error_serialization():
@@ -1057,7 +1121,9 @@ def test_restjson_serializer_xray_with_botocore():
         }
     }
 
-    _botocore_serializer_integration_test("xray", "UpdateSamplingRule", parameters)
+    _botocore_serializer_integration_test(
+        service="xray", action="UpdateSamplingRule", response=parameters
+    )
 
 
 def test_restjson_header_target_serialization():
@@ -1093,9 +1159,9 @@ def test_restjson_header_target_serialization():
     }
 
     result = _botocore_serializer_integration_test(
-        "glacier",
-        "InitiateJob",
-        response,
+        service="glacier",
+        action="InitiateJob",
+        response=response,
         status_code=202,
     )
 
@@ -1124,7 +1190,10 @@ def test_restjson_headers_target_serialization():
     # skipping assert here, because the response will contain all HTTP headers (given the nature of "ResponseHeaders"
     # attribute).
     result = _botocore_serializer_integration_test(
-        "dataexchange", "SendApiAsset", response, expected_response_content=_skip_assert
+        service="dataexchange",
+        action="SendApiAsset",
+        response=response,
+        expected_response_content=_skip_assert,
     )
 
     assert result["Body"] == "hello"
@@ -1140,9 +1209,9 @@ def test_restjson_headers_target_serialization():
 
 def test_restjson_statuscode_target_serialization():
     _botocore_serializer_integration_test(
-        "lambda",
-        "Invoke",
-        {
+        service="lambda",
+        action="Invoke",
+        response={
             "StatusCode": 203,
             "LogResult": "Log Message!",
             "ExecutedVersion": "Latest",
@@ -1184,9 +1253,9 @@ def test_restjson_payload_serialization():
     }
 
     result = _botocore_serializer_integration_test(
-        "appconfig",
-        "GetConfiguration",
-        response,
+        service="appconfig",
+        action="GetConfiguration",
+        response=response,
         status_code=200,
     )
     headers = result["ResponseMetadata"]["HTTPHeaders"]
@@ -1208,7 +1277,11 @@ def test_restjson_none_serialization():
         "DeadLetterConfig": {},
     }
     _botocore_serializer_integration_test(
-        "lambda", "CreateFunction", parameters, status_code=201, expected_response_content=expected
+        service="lambda",
+        action="CreateFunction",
+        response=parameters,
+        status_code=201,
+        expected_response_content=expected,
     )
     exception = CommonServiceException("CodeVerificationFailedException", None)
     _botocore_error_serializer_integration_test(
@@ -1224,18 +1297,27 @@ def test_restjson_none_serialization():
 def test_restxml_none_serialization():
     # Structure = None
     _botocore_serializer_integration_test(
-        "route53", "ListHostedZonesByName", {}, expected_response_content={}
+        service="route53",
+        action="ListHostedZonesByName",
+        response={},
+        expected_response_content={},
     )
     # Structure Value = None
     parameters = {"HostedZones": None}
     _botocore_serializer_integration_test(
-        "route53", "ListHostedZonesByName", parameters, expected_response_content={}
+        service="route53",
+        action="ListHostedZonesByName",
+        response=parameters,
+        expected_response_content={},
     )
     # List Value = None
     parameters = {"HostedZones": [None]}
     expected = {"HostedZones": []}
     _botocore_serializer_integration_test(
-        "route53", "ListHostedZonesByName", parameters, expected_response_content=expected
+        service="route53",
+        action="ListHostedZonesByName",
+        response=parameters,
+        expected_response_content=expected,
     )
     # Exception without a message
     exception = CommonServiceException("NoSuchKeySigningKey", None)
@@ -1256,7 +1338,9 @@ def test_restjson_int_header_serialization():
         "NextPollConfigurationToken": "abcdefg",
         "NextPollIntervalInSeconds": 42,
     }
-    _botocore_serializer_integration_test("appconfigdata", "GetLatestConfiguration", response)
+    _botocore_serializer_integration_test(
+        service="appconfigdata", action="GetLatestConfiguration", response=response
+    )
 
 
 def test_ec2_serializer_ec2_with_botocore():
@@ -1291,11 +1375,13 @@ def test_ec2_serializer_ec2_with_botocore():
         }
     }
 
-    _botocore_serializer_integration_test("ec2", "CreateInstanceEventWindow", parameters)
+    _botocore_serializer_integration_test(
+        service="ec2", action="CreateInstanceEventWindow", response=parameters
+    )
 
 
 def test_ec2_serializer_ec2_with_empty_response():
-    _botocore_serializer_integration_test("ec2", "CreateTags", {})
+    _botocore_serializer_integration_test(service="ec2", action="CreateTags", response={})
 
 
 def test_ec2_protocol_custom_error_serialization():
@@ -1344,15 +1430,17 @@ def test_restxml_s3_errors_have_error_root_element():
 
 
 def test_restxml_without_output_shape():
-    _botocore_serializer_integration_test("cloudfront", "DeleteDistribution", {}, status_code=204)
+    _botocore_serializer_integration_test(
+        service="cloudfront", action="DeleteDistribution", response={}, status_code=204
+    )
 
 
 def test_restxml_header_location():
     """Tests fields with the location trait "header" for rest-xml."""
     _botocore_serializer_integration_test(
-        "cloudfront",
-        "CreateCloudFrontOriginAccessIdentity",
-        {
+        service="cloudfront",
+        action="CreateCloudFrontOriginAccessIdentity",
+        response={
             "Location": "location-header-field",
             "ETag": "location-etag-field",
             "CloudFrontOriginAccessIdentity": {},
@@ -1368,15 +1456,15 @@ def test_restxml_header_location():
         "Metadata": {"string": "string"},
         "StatusCode": 200,
     }
-    _botocore_serializer_integration_test("s3", "GetObject", parameters)
+    _botocore_serializer_integration_test(service="s3", action="GetObject", response=parameters)
 
 
 def test_restxml_headers_location():
     """Tests fields with the location trait "headers" for rest-xml."""
     _botocore_serializer_integration_test(
-        "s3",
-        "HeadObject",
-        {
+        service="s3",
+        action="HeadObject",
+        response={
             "DeleteMarker": False,
             "Metadata": {"headers_key1": "headers_value1", "headers_key2": "headers_value2"},
             "ContentType": "application/octet-stream",
@@ -1390,16 +1478,18 @@ def test_restxml_headers_location():
 def test_restjson_header_location():
     """Tests fields with the location trait "header" for rest-xml."""
     _botocore_serializer_integration_test(
-        "ebs", "GetSnapshotBlock", {"BlockData": "binary-data", "DataLength": 15}
+        service="ebs",
+        action="GetSnapshotBlock",
+        response={"BlockData": "binary-data", "DataLength": 15},
     )
 
 
 def test_restjson_headers_location():
     """Tests fields with the location trait "headers" for rest-json."""
     response = _botocore_serializer_integration_test(
-        "dataexchange",
-        "SendApiAsset",
-        {
+        service="dataexchange",
+        action="SendApiAsset",
+        response={
             "ResponseHeaders": {"headers_key1": "headers_value1", "headers_key2": "headers_value2"},
         },
         expected_response_content=_skip_assert,
@@ -1414,6 +1504,125 @@ def test_restjson_headers_location():
     assert "headers_value2" == response["ResponseHeaders"]["headers_key2"]
 
 
+def test_rpc_v2_cbor_serializer_arc_region_switch_with_botocore():
+    # we are using a service that LocalStack does not implement yet because it implements `smithy-rpc-v2-cbor`
+    # we can replace this service by CloudWatch once it has support in Botocore
+    # example taken from:
+    # https://boto3.amazonaws.com/v1/documentation/api/latest/reference/services/arc-region-switch/client/list_plans.html
+    parameters = {
+        "plans": [
+            {
+                "arn": "string",
+                "owner": "string",
+                "name": "string",
+                "regions": [
+                    "string",
+                ],
+                "recoveryApproach": "activeActive",
+                "primaryRegion": "string",
+                "version": "string",
+                # validated with AWS, it returns millisecond precision
+                "updatedAt": datetime(2015, 1, 1, 23, 59, 59, microsecond=262000, tzinfo=tzlocal()),
+                "description": "string",
+                "executionRole": "string",
+                "activePlanExecution": "string",
+                "recoveryTimeObjectiveMinutes": 123,
+            },
+        ],
+        "nextToken": "string",
+    }
+
+    _botocore_serializer_integration_test(
+        service="arc-region-switch",
+        action="ListPlans",
+        response=parameters,
+        protocol="smithy-rpc-v2-cbor",
+    )
+
+
+def test_rpc_v2_undefined_map_and_list_serialization():
+    # they are two types of map/list in CBOR, indefinite length types and "defined" ones:
+    # You'd use \xbf to indicate a map with indefinite length, then \xff to indicate the end of the map.
+    # You can also use \xa4 to indicate a map with exactly 4 things in it, so \xff is not required at the end.
+    # The Smithy specs are asking to follow the CBOR specs and use defined length structures, but AWS is returning
+    # undefined one with `\xbf` and `\xff`
+    service = load_service("arc-region-switch")
+    response_serializer = create_serializer(service, protocol="smithy-rpc-v2-cbor")
+    response_data = {
+        "plans": [
+            {
+                "arn": "arn:aws:arc-region-switch::671107678412:plan/TestPlan:a1b61f",
+                "owner": "671107678412",
+                "name": "TestPlan",
+                "regions": ["us-east-1", "us-east-2"],
+                "recoveryApproach": "activePassive",
+                "primaryRegion": "us-east-1",
+                "version": "1",
+                "executionRole": "arn:aws:iam::671107678412:role/testswitch",
+            }
+        ]
+    }
+
+    result: Response = response_serializer.serialize_to_response(
+        response_data, service.operation_model("ListPlans"), {}, long_uid()
+    )
+    assert result is not None
+    assert result.content_type == "application/cbor"
+    raw_response_body = result.data
+    # this has been validated with AWS, AWS uses undefined length CBOR map and list
+    assert raw_response_body[:10] == b"\xbfeplans\x9f\xbfc"
+    assert raw_response_body[-3:] == b"\xff\xff\xff"
+
+
+def test_rpc_v2_timestamp_serialization():
+    service = load_service("arc-region-switch")
+    response_serializer = create_serializer(service, protocol="smithy-rpc-v2-cbor")
+    response_data = {
+        "plans": [
+            {
+                "arn": "arn:aws:arc-region-switch::671107678412:plan/TestPlan:a1b61f",
+                "owner": "671107678412",
+                "name": "TestPlan",
+                "regions": ["us-east-1", "us-east-2"],
+                "recoveryApproach": "activePassive",
+                "primaryRegion": "us-east-1",
+                "version": "1",
+                "updatedAt": datetime(2025, 9, 16, 14, 54, 5, 262000, tzinfo=tzutc()),
+                "executionRole": "arn:aws:iam::671107678412:role/testswitch",
+            }
+        ]
+    }
+
+    result: Response = response_serializer.serialize_to_response(
+        response_data, service.operation_model("ListPlans"), {}, long_uid()
+    )
+    raw_response_body = result.data
+    # we also validate its timestamp serialization (with double)
+    timestamp_key_index = raw_response_body.find(b"updatedAt")
+    timestamp_value_index = timestamp_key_index + len(b"updatedAt")
+    # this has been validated with AWS as well, it encodes the timestamp as a double of length 8
+    assert (
+        raw_response_body[timestamp_value_index : timestamp_value_index + 8]
+        == b"\xc1\xfbA\xda2^\x83P"
+    )
+
+
+@pytest.mark.parametrize("protocol", ("json", "smithy-rpc-v2-cbor"))
+def test_protocol_selection(protocol):
+    # we are using a service that LocalStack does not implement yet because it implements `smithy-rpc-v2-cbor`
+    # we can replace this service by CloudWatch once it has support in Botocore
+    parameters = {
+        "resourceTags": {"string": "string"},
+    }
+
+    _botocore_serializer_integration_test(
+        service="arc-region-switch",
+        protocol=protocol,
+        action="ListTagsForResource",
+        response=parameters,
+    )
+
+
 def _iterable_to_stream(iterable, buffer_size=io.DEFAULT_BUFFER_SIZE):
     """
     Concerts a given iterable (generator) to a stream for testing purposes.
@@ -1507,9 +1716,9 @@ def test_all_non_existing_key():
     """Tests the different protocols to allow non-existing keys in structures / dicts."""
     # query
     _botocore_serializer_integration_test(
-        "cloudformation",
-        "DetectStackResourceDrift",
-        {
+        service="cloudformation",
+        action="DetectStackResourceDrift",
+        response={
             "StackResourceDrift": {
                 "StackId": "arn:aws:cloudformation:us-west-2:123456789012:stack/MyStack/d0a825a0-e4cd-xmpl-b9fb-061c69e99204",
                 "unknown": {"foo": "bar"},
@@ -1523,9 +1732,9 @@ def test_all_non_existing_key():
     )
     # ec2
     _botocore_serializer_integration_test(
-        "ec2",
-        "CreateInstanceEventWindow",
-        {
+        service="ec2",
+        action="CreateInstanceEventWindow",
+        response={
             "InstanceEventWindow": {
                 "InstanceEventWindowId": "string",
                 "unknown": {"foo": "bar"},
@@ -1540,9 +1749,9 @@ def test_all_non_existing_key():
     )
     # json
     _botocore_serializer_integration_test(
-        "cognito-idp",
-        "DescribeUserPool",
-        {
+        service="cognito-idp",
+        action="DescribeUserPool",
+        response={
             "UserPool": {
                 "Id": "string",
                 "Unknown": "Ignored",
@@ -1556,9 +1765,9 @@ def test_all_non_existing_key():
     )
     # rest-json
     _botocore_serializer_integration_test(
-        "xray",
-        "UpdateSamplingRule",
-        {
+        service="xray",
+        action="UpdateSamplingRule",
+        response={
             "SamplingRuleRecord": {
                 "SamplingRule": {
                     "ResourceARN": "123456789001234567890",
@@ -1576,9 +1785,9 @@ def test_all_non_existing_key():
     )
     # rest-xml
     _botocore_serializer_integration_test(
-        "cloudfront",
-        "TestFunction",
-        {
+        service="cloudfront",
+        action="TestFunction",
+        response={
             "TestResult": {
                 "FunctionErrorMessage": "string",
             },
@@ -1726,7 +1935,7 @@ def test_restxml_streaming_payload(payload):
         "Metadata": {},
         "StatusCode": 200,
     }
-    _botocore_serializer_integration_test("s3", "GetObject", parameters)
+    _botocore_serializer_integration_test(service="s3", action="GetObject", response=parameters)
 
 
 @pytest.mark.parametrize(
@@ -1742,9 +1951,9 @@ def test_restxml_streaming_payload(payload):
 def test_restjson_streaming_payload(payload):
     """See docs for ``test_restxml_streaming_payload``."""
     _botocore_serializer_integration_test(
-        "lambda",
-        "Invoke",
-        {
+        service="lambda",
+        action="Invoke",
+        response={
             "StatusCode": 200,
             "Payload": payload,
         },

From c33a935f793ad7f9be399a4078bccb2558deacc2 Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Wed, 17 Sep 2025 14:25:51 +0100
Subject: [PATCH 218/697] CFn: ecr repo uses request account and region
 (#13156)

---
 .../services/ecr/resource_providers/aws_ecr_repository.py      | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/localstack-core/localstack/services/ecr/resource_providers/aws_ecr_repository.py b/localstack-core/localstack/services/ecr/resource_providers/aws_ecr_repository.py
index a5475880ada6a..a94f089335e50 100644
--- a/localstack-core/localstack/services/ecr/resource_providers/aws_ecr_repository.py
+++ b/localstack-core/localstack/services/ecr/resource_providers/aws_ecr_repository.py
@@ -6,7 +6,6 @@
 from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
-from localstack.constants import AWS_REGION_US_EAST_1, DEFAULT_AWS_ACCOUNT_ID
 from localstack.services.cloudformation.resource_provider import (
     OperationStatus,
     ProgressEvent,
@@ -102,7 +101,7 @@ def create(
         model.update(
             {
                 "Arn": arns.ecr_repository_arn(
-                    model["RepositoryName"], DEFAULT_AWS_ACCOUNT_ID, AWS_REGION_US_EAST_1
+                    model["RepositoryName"], request.account_id, request.region_name
                 ),
                 "RepositoryUri": "http://localhost:4566",
                 "ImageTagMutability": "MUTABLE",

From 58400c16eff552613c8f310682ed1d070276a225 Mon Sep 17 00:00:00 2001
From: Anastasia Dusak <61540676+k-a-il@users.noreply.github.com>
Date: Wed, 17 Sep 2025 17:45:42 +0200
Subject: [PATCH 219/697] IaC: Add AWS operations and CFN resources catalog
 (#13027)

---
 .../localstack/aws/handlers/service.py        |   4 +-
 .../localstack/utils/catalog/catalog.py       | 135 ++++++++++++++++++
 .../utils/catalog/catalog_loader.py           |  11 ++
 .../localstack/utils/catalog/common.py        |  57 ++++++++
 .../localstack/utils/catalog/plugins.py       |  28 ++++
 tests/unit/utils/test_catalog.py              | 131 +++++++++++++++++
 6 files changed, 364 insertions(+), 2 deletions(-)
 create mode 100644 localstack-core/localstack/utils/catalog/catalog.py
 create mode 100644 localstack-core/localstack/utils/catalog/catalog_loader.py
 create mode 100644 localstack-core/localstack/utils/catalog/common.py
 create mode 100644 localstack-core/localstack/utils/catalog/plugins.py
 create mode 100644 tests/unit/utils/test_catalog.py

diff --git a/localstack-core/localstack/aws/handlers/service.py b/localstack-core/localstack/aws/handlers/service.py
index 40919c9d45a8e..4f4f77da59264 100644
--- a/localstack-core/localstack/aws/handlers/service.py
+++ b/localstack-core/localstack/aws/handlers/service.py
@@ -9,8 +9,8 @@
 
 from localstack import config
 from localstack.http import Response
-from localstack.utils.coverage_docs import get_coverage_link_for_service
 
+from ...utils.coverage_docs import get_coverage_link_for_service
 from ..api import CommonServiceException, RequestContext, ServiceException
 from ..api.core import ServiceOperation
 from ..chain import CompositeResponseHandler, ExceptionHandler, Handler, HandlerChain
@@ -176,8 +176,8 @@ def create_exception_response(self, exception: Exception, context: RequestContex
             action_name = operation.name
             exception_message: str | None = exception.args[0] if exception.args else None
             message = exception_message or get_coverage_link_for_service(service_name, action_name)
-            LOG.info(message)
             error = CommonServiceException("InternalFailure", message, status_code=501)
+            LOG.info(message)
             context.service_exception = error
 
         elif not isinstance(exception, ServiceException):
diff --git a/localstack-core/localstack/utils/catalog/catalog.py b/localstack-core/localstack/utils/catalog/catalog.py
new file mode 100644
index 0000000000000..ca5e7e8bcbf1e
--- /dev/null
+++ b/localstack-core/localstack/utils/catalog/catalog.py
@@ -0,0 +1,135 @@
+import logging
+from abc import abstractmethod
+
+from plux import Plugin
+
+from localstack.services.cloudformation.resource_provider import (
+    plugin_manager as cfn_plugin_manager,
+)
+from localstack.utils.catalog.catalog_loader import RemoteCatalogLoader
+from localstack.utils.catalog.common import (
+    AwsServiceOperationsSupportInLatest,
+    AwsServicesSupportInLatest,
+    AwsServiceSupportAtRuntime,
+    CloudFormationResourcesSupportAtRuntime,
+    CloudFormationResourcesSupportInLatest,
+    LocalstackEmulatorType,
+)
+
+ServiceName = str
+ServiceOperations = set[str]
+ProviderName = str
+CfnResourceName = str
+CfnResourceMethodName = str
+AwsServicesSupportStatus = (
+    AwsServiceSupportAtRuntime | AwsServicesSupportInLatest | AwsServiceOperationsSupportInLatest
+)
+CfnResourceSupportStatus = (
+    CloudFormationResourcesSupportInLatest | CloudFormationResourcesSupportAtRuntime
+)
+
+LOG = logging.getLogger(__name__)
+
+
+class CatalogPlugin(Plugin):
+    namespace = "localstack.utils.catalog"
+
+    @staticmethod
+    def get_cfn_resources_catalog(cloudformation_resources: dict):
+        cfn_resources_catalog = {}
+        for emulator_type, resources in cloudformation_resources.items():
+            for resource_name, resource in resources.items():
+                cfn_resources_catalog[emulator_type] = {resource_name: set(resource.methods)}
+        return cfn_resources_catalog
+
+    @staticmethod
+    def get_aws_services_at_runtime():
+        from localstack.services.plugins import SERVICE_PLUGINS
+
+        return SERVICE_PLUGINS.list_available()
+
+    @abstractmethod
+    def get_aws_service_status(
+        self, service_name: str, operation_name: str | None = None
+    ) -> AwsServicesSupportStatus | None:
+        pass
+
+    @abstractmethod
+    def get_cloudformation_resource_status(
+        self, resource_name: str, service_name: str
+    ) -> CfnResourceSupportStatus | AwsServicesSupportInLatest | None:
+        pass
+
+
+class AwsCatalogRuntimePlugin(CatalogPlugin):
+    name = "aws-catalog-runtime-only"
+
+    def get_aws_service_status(
+        self, service_name: str, operation_name: str | None = None
+    ) -> AwsServicesSupportStatus | None:
+        return None
+
+    def get_cloudformation_resource_status(
+        self, resource_name: str, service_name: str
+    ) -> CfnResourceSupportStatus | AwsServicesSupportInLatest | None:
+        return None
+
+
+class AwsCatalogRemoteStatePlugin(CatalogPlugin):
+    name = "aws-catalog-remote-state"
+    current_emulator_type: LocalstackEmulatorType = LocalstackEmulatorType.COMMUNITY
+    services_in_latest: dict[ServiceName, dict[LocalstackEmulatorType, ServiceOperations]] = {}
+    services_at_runtime: set[ServiceName] = set()
+    cfn_resources_in_latest: dict[
+        LocalstackEmulatorType, dict[CfnResourceName, set[CfnResourceMethodName]]
+    ] = {}
+    cfn_resources_at_runtime: set[CfnResourceName] = set()
+
+    def __init__(self, remote_catalog_loader: RemoteCatalogLoader | None = None) -> None:
+        catalog_loader = remote_catalog_loader or RemoteCatalogLoader()
+        remote_catalog = catalog_loader.get_remote_catalog()
+        for service_name, emulators in remote_catalog.services.items():
+            for emulator_type, service_provider in emulators.items():
+                self.services_in_latest.setdefault(service_name, {})[emulator_type] = set(
+                    service_provider.operations
+                )
+
+        self.cfn_resources_in_latest = self.get_cfn_resources_catalog(
+            remote_catalog.cloudformation_resources
+        )
+        self.cfn_resources_at_runtime = set(cfn_plugin_manager.list_names())
+        self.services_at_runtime = self.get_aws_services_at_runtime()
+
+    def get_aws_service_status(
+        self, service_name: str, operation_name: str | None = None
+    ) -> AwsServicesSupportStatus | None:
+        if not self.services_in_latest:
+            return None
+        if service_name not in self.services_in_latest:
+            return AwsServicesSupportInLatest.NOT_SUPPORTED
+        if self.current_emulator_type not in self.services_in_latest[service_name]:
+            return AwsServicesSupportInLatest.SUPPORTED_WITH_LICENSE_UPGRADE
+        if not operation_name:
+            return AwsServicesSupportInLatest.SUPPORTED
+        if operation_name in self.services_in_latest[service_name][self.current_emulator_type]:
+            return AwsServiceOperationsSupportInLatest.SUPPORTED
+        for emulator_type in self.services_in_latest[service_name]:
+            if emulator_type is self.current_emulator_type:
+                continue
+            if operation_name in self.services_in_latest[service_name][emulator_type]:
+                return AwsServiceOperationsSupportInLatest.SUPPORTED_WITH_LICENSE_UPGRADE
+        return AwsServiceOperationsSupportInLatest.NOT_SUPPORTED
+
+    def get_cloudformation_resource_status(
+        self, resource_name: str, service_name: str
+    ) -> CfnResourceSupportStatus | AwsServicesSupportInLatest | None:
+        if resource_name in self.cfn_resources_at_runtime:
+            return CloudFormationResourcesSupportAtRuntime.AVAILABLE
+        if service_name in self.services_at_runtime:
+            if resource_name in self.cfn_resources_in_latest[self.current_emulator_type]:
+                return CloudFormationResourcesSupportInLatest.SUPPORTED
+            else:
+                return CloudFormationResourcesSupportInLatest.NOT_SUPPORTED
+        if service_name in self.services_in_latest:
+            return self.get_aws_service_status(service_name, operation_name=None)
+        return AwsServicesSupportInLatest.NOT_SUPPORTED
diff --git a/localstack-core/localstack/utils/catalog/catalog_loader.py b/localstack-core/localstack/utils/catalog/catalog_loader.py
new file mode 100644
index 0000000000000..885e2d9978a79
--- /dev/null
+++ b/localstack-core/localstack/utils/catalog/catalog_loader.py
@@ -0,0 +1,11 @@
+import json
+
+from localstack.utils.catalog.common import AwsRemoteCatalog
+
+LICENSE_CATALOG_PATH = ""
+
+
+class RemoteCatalogLoader:
+    def get_remote_catalog(self) -> AwsRemoteCatalog:
+        with open(LICENSE_CATALOG_PATH) as f:
+            return AwsRemoteCatalog(**json.load(f))
diff --git a/localstack-core/localstack/utils/catalog/common.py b/localstack-core/localstack/utils/catalog/common.py
new file mode 100644
index 0000000000000..df4d129b37d77
--- /dev/null
+++ b/localstack-core/localstack/utils/catalog/common.py
@@ -0,0 +1,57 @@
+from enum import StrEnum
+
+from pydantic import BaseModel
+
+
+class CloudFormationResource(BaseModel):
+    methods: list[str]
+
+
+class AwsServiceCatalog(BaseModel):
+    provider: str
+    operations: list[str]
+    plans: list[str]
+
+
+class LocalStackMetadata(BaseModel):
+    version: str
+
+
+class AwsRemoteCatalog(BaseModel):
+    schema_version: str
+    localstack: LocalStackMetadata
+    services: dict[str, dict[str, AwsServiceCatalog]]
+    cloudformation_resources: dict[str, dict[str, CloudFormationResource]]
+
+
+class LocalstackEmulatorType(StrEnum):
+    COMMUNITY = "community"
+    PRO = "pro"
+
+
+class AwsServiceSupportAtRuntime(StrEnum):
+    AVAILABLE = "AVAILABLE"
+    AVAILABLE_WITH_LICENSE_UPGRADE = "AVAILABLE_WITH_LICENSE_UPGRADE"
+    NOT_IMPLEMENTED = "NOT_IMPLEMENTED"
+
+
+class AwsServicesSupportInLatest(StrEnum):
+    SUPPORTED = "SUPPORTED"
+    SUPPORTED_WITH_LICENSE_UPGRADE = "SUPPORTED_WITH_LICENSE_UPGRADE"
+    NOT_SUPPORTED = "NOT_SUPPORTED"
+    NON_DEFAULT_PROVIDER = "NON_DEFAULT_PROVIDER"
+
+
+class AwsServiceOperationsSupportInLatest(StrEnum):
+    SUPPORTED = "SUPPORTED"
+    SUPPORTED_WITH_LICENSE_UPGRADE = "SUPPORTED_WITH_LICENSE_UPGRADE"
+    NOT_SUPPORTED = "NOT_SUPPORTED"
+
+
+class CloudFormationResourcesSupportInLatest(StrEnum):
+    SUPPORTED = "SUPPORTED"
+    NOT_SUPPORTED = "NOT_SUPPORTED"
+
+
+class CloudFormationResourcesSupportAtRuntime(StrEnum):
+    AVAILABLE = "AVAILABLE"
diff --git a/localstack-core/localstack/utils/catalog/plugins.py b/localstack-core/localstack/utils/catalog/plugins.py
new file mode 100644
index 0000000000000..8324268ba5340
--- /dev/null
+++ b/localstack-core/localstack/utils/catalog/plugins.py
@@ -0,0 +1,28 @@
+import logging
+
+from plux import PluginManager
+
+from localstack.utils.catalog.catalog import CatalogPlugin
+from localstack.utils.objects import singleton_factory
+
+LOG = logging.getLogger(__name__)
+
+
+@singleton_factory
+def get_aws_catalog() -> CatalogPlugin:
+    plugin_manager = PluginManager(CatalogPlugin.namespace)
+    try:
+        plugin_name = "aws-catalog-remote-state-with-license"
+        if not plugin_manager.exists(plugin_name):
+            plugin_name = "aws-catalog-remote-state"
+        return plugin_manager.load(plugin_name)
+    except Exception as e:
+        LOG.debug(
+            "Failed to load catalog plugin with the latest LocalStack services support data, falling back to catalog without remote state: %s",
+            e,
+        )
+        # Try to load runtime catalog from pro version first
+        fallback_plugin_name = "aws-catalog-runtime-only-with-license"
+        if not plugin_manager.exists(fallback_plugin_name):
+            fallback_plugin_name = "aws-catalog-runtime-only"
+        return plugin_manager.load(fallback_plugin_name)
diff --git a/tests/unit/utils/test_catalog.py b/tests/unit/utils/test_catalog.py
new file mode 100644
index 0000000000000..974cd01920820
--- /dev/null
+++ b/tests/unit/utils/test_catalog.py
@@ -0,0 +1,131 @@
+import pytest
+
+from localstack.utils.catalog.catalog import AwsCatalogRemoteStatePlugin
+from localstack.utils.catalog.catalog_loader import RemoteCatalogLoader
+from localstack.utils.catalog.common import (
+    AwsRemoteCatalog,
+    AwsServiceOperationsSupportInLatest,
+    AwsServicesSupportInLatest,
+    CloudFormationResourcesSupportAtRuntime,
+    CloudFormationResourcesSupportInLatest,
+    LocalStackMetadata,
+)
+
+
+class FakeCatalogLoader(RemoteCatalogLoader):
+    def __init__(self, catalog: AwsRemoteCatalog):
+        self.catalog = catalog
+
+    def get_remote_catalog(self) -> AwsRemoteCatalog:
+        return self.catalog
+
+
+CATALOG = AwsRemoteCatalog(
+    schema_version="1.0",
+    localstack=LocalStackMetadata(version="4.7"),
+    services={
+        "athena": {
+            "pro": {
+                "provider": "athena:pro",
+                "operations": ["StartQueryExecution", "GetQueryExecution"],
+                "plans": ["ultimate", "enterprise"],
+            }
+        },
+        "s3": {
+            "community": {
+                "provider": "s3:default",
+                "operations": ["CreateBucket"],
+                "plans": ["free", "base", "ultimate", "enterprise"],
+            },
+            "pro": {
+                "provider": "s3:pro",
+                "operations": ["SelectObjectContent"],
+                "plans": ["base", "ultimate", "enterprise"],
+            },
+        },
+        "kms": {
+            "community": {
+                "provider": "kms:default",
+                "operations": ["ListKeys"],
+                "plans": ["free", "base", "ultimate", "enterprise"],
+            }
+        },
+    },
+    cloudformation_resources={
+        "community": {"AWS::S3::Bucket": {"methods": ["Create", "Delete"]}},
+        "pro": {"AWS::Athena::CapacitiesReservation": {"methods": ["Create", "Update", "Delete"]}},
+    },
+)
+
+
+@pytest.fixture(scope="class", autouse=True)
+def aws_catalog():
+    return AwsCatalogRemoteStatePlugin(FakeCatalogLoader(CATALOG))
+
+
+class TestAwsCatalog:
+    @pytest.mark.parametrize(
+        "service_name,expected_status",
+        [
+            ("s3", AwsServicesSupportInLatest.SUPPORTED),
+            ("athena", AwsServicesSupportInLatest.SUPPORTED_WITH_LICENSE_UPGRADE),
+            ("nonexistent", AwsServicesSupportInLatest.NOT_SUPPORTED),
+        ],
+    )
+    def test_get_service_status(self, aws_catalog, service_name, expected_status):
+        result = aws_catalog.get_aws_service_status(service_name)
+        assert result == expected_status
+
+    @pytest.mark.parametrize(
+        "service_name,operation_name,expected_status",
+        [
+            ("kms", "ListKeys", AwsServiceOperationsSupportInLatest.SUPPORTED),
+            (
+                "s3",
+                "SelectObjectContent",
+                AwsServiceOperationsSupportInLatest.SUPPORTED_WITH_LICENSE_UPGRADE,
+            ),
+            ("s3", "UnsupportedOp", AwsServiceOperationsSupportInLatest.NOT_SUPPORTED),
+        ],
+    )
+    def test_get_service_status_with_operation(
+        self, aws_catalog, service_name, operation_name, expected_status
+    ):
+        result = aws_catalog.get_aws_service_status(service_name, operation_name)
+        assert result == expected_status
+
+    def test_get_service_status_with_only_one_emulator_type(self, aws_catalog):
+        result = aws_catalog.get_aws_service_status("athena")
+        assert result == AwsServicesSupportInLatest.SUPPORTED_WITH_LICENSE_UPGRADE
+
+    def test_get_service_status_with_empty_operation(self, aws_catalog):
+        assert (
+            aws_catalog.get_aws_service_status("s3", None) == AwsServicesSupportInLatest.SUPPORTED
+        )
+        assert (
+            aws_catalog.get_aws_service_status("s3", "")
+            == AwsServiceOperationsSupportInLatest.SUPPORTED
+        )
+
+    @pytest.mark.parametrize(
+        "resource_name,service_name,expected_status",
+        [
+            ("AWS::S3::Bucket", "s3", CloudFormationResourcesSupportAtRuntime.AVAILABLE),
+            ("AWS::S3::NonExistent", "s3", CloudFormationResourcesSupportInLatest.NOT_SUPPORTED),
+            (
+                "AWS::Athena::CapacitiesReservation",
+                "athena",
+                AwsServicesSupportInLatest.SUPPORTED_WITH_LICENSE_UPGRADE,
+            ),
+            (
+                "AWS::NonExistentService::NonExistent",
+                "nonexistentservice",
+                AwsServicesSupportInLatest.NOT_SUPPORTED,
+            ),
+        ],
+    )
+    def test_get_cfn_resource_status(
+        self, aws_catalog, resource_name, service_name, expected_status
+    ):
+        result = aws_catalog.get_cloudformation_resource_status(resource_name, service_name)
+        assert result == expected_status

From bb839647ab785cba808d70b485509993e9a043be Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Wed, 17 Sep 2025 20:48:33 +0100
Subject: [PATCH 220/697] CFn: implement list change sets for new provider
 (#13149)

---
 .../services/cloudformation/v2/provider.py    | 40 +++++++++++++
 .../cloudformation/test_change_sets.py        | 56 +++++++++++++++++++
 .../test_change_sets.snapshot.json            | 23 ++++++++
 .../test_change_sets.validation.json          |  9 +++
 4 files changed, 128 insertions(+)

diff --git a/localstack-core/localstack/services/cloudformation/v2/provider.py b/localstack-core/localstack/services/cloudformation/v2/provider.py
index 0fbc519628367..cf16d50c5229a 100644
--- a/localstack-core/localstack/services/cloudformation/v2/provider.py
+++ b/localstack-core/localstack/services/cloudformation/v2/provider.py
@@ -15,6 +15,7 @@
     ChangeSetNameOrId,
     ChangeSetNotFoundException,
     ChangeSetStatus,
+    ChangeSetSummary,
     ChangeSetType,
     ClientRequestToken,
     CreateChangeSetInput,
@@ -46,6 +47,7 @@
     IncludePropertyValues,
     InsufficientCapabilitiesException,
     InvalidChangeSetStatusException,
+    ListChangeSetsOutput,
     ListExportsOutput,
     ListStackResourcesOutput,
     ListStacksOutput,
@@ -724,6 +726,44 @@ def describe_change_set(
             result["Parameters"] = self._render_resolved_parameters(change_set.resolved_parameters)
         return result
 
+    @handler("ListChangeSets")
+    def list_change_sets(
+        self,
+        context: RequestContext,
+        stack_name: StackNameOrId,
+        next_token: NextToken = None,
+        **kwargs,
+    ) -> ListChangeSetsOutput:
+        store = get_cloudformation_store(account_id=context.account_id, region_name=context.region)
+        stack = find_stack_v2(store, stack_name)
+        if not stack:
+            raise StackNotFoundError(stack_name)
+        summaries = []
+        for change_set_id in stack.change_set_ids:
+            change_set = store.change_sets[change_set_id]
+            if (
+                change_set.status != ChangeSetStatus.CREATE_COMPLETE
+                or change_set.execution_status != ExecutionStatus.AVAILABLE
+            ):
+                continue
+
+            summaries.append(
+                ChangeSetSummary(
+                    StackId=change_set.stack.stack_id,
+                    StackName=change_set.stack.stack_name,
+                    ChangeSetId=change_set_id,
+                    ChangeSetName=change_set.change_set_name,
+                    ExecutionStatus=change_set.execution_status,
+                    Status=change_set.status,
+                    StatusReason=change_set.status_reason,
+                    CreationTime=change_set.creation_time,
+                    # mocked information
+                    IncludeNestedStacks=False,
+                )
+            )
+
+        return ListChangeSetsOutput(Summaries=summaries)
+
     @handler("DeleteChangeSet")
     def delete_change_set(
         self,
diff --git a/tests/aws/services/cloudformation/test_change_sets.py b/tests/aws/services/cloudformation/test_change_sets.py
index 4d00fab89249b..81df75f995049 100644
--- a/tests/aws/services/cloudformation/test_change_sets.py
+++ b/tests/aws/services/cloudformation/test_change_sets.py
@@ -979,3 +979,59 @@ def test_describe_failed_change_set(aws_client: ServiceLevelClientFactory, snaps
 
     describe = aws_client.cloudformation.describe_change_set(ChangeSetName=res["Id"])
     snapshot.match("describe", describe)
+
+
+@skip_if_legacy_engine()
+@markers.aws.validated
+def test_list_change_sets(deploy_cfn_template, aws_client, snapshot):
+    snapshot.add_transformer(snapshot.transform.cloudformation_api())
+    template = {
+        "Resources": {
+            "MyParameter": {
+                "Type": "AWS::SSM::Parameter",
+                "Properties": {
+                    "Type": "String",
+                    "Value": short_uid(),
+                },
+            },
+        },
+    }
+
+    # first create an executed change set
+    stack = deploy_cfn_template(template=json.dumps(template))
+    stack_id = stack.stack_id
+
+    # now create a non-executed change set
+    template2 = copy.deepcopy(template)
+    template2["Resources"]["MyParameter"]["Properties"]["Value"] = short_uid()
+
+    non_executed_change_set_name = f"cs-{short_uid()}"
+    non_executed_change_set_id = aws_client.cloudformation.create_change_set(
+        ChangeSetName=non_executed_change_set_name,
+        StackName=stack.stack_id,
+        ChangeSetType="UPDATE",
+        TemplateBody=json.dumps(template2),
+    )["Id"]
+    aws_client.cloudformation.get_waiter("change_set_create_complete").wait(
+        ChangeSetName=non_executed_change_set_id
+    )
+
+    # now create and delete a change set
+    template3 = copy.deepcopy(template)
+    template3["Resources"]["MyParameter"]["Properties"]["Value"] = short_uid()
+
+    deleted_change_set_name = f"cs-{short_uid()}"
+    deleted_change_set_id = aws_client.cloudformation.create_change_set(
+        ChangeSetName=deleted_change_set_name,
+        StackName=stack.stack_id,
+        ChangeSetType="UPDATE",
+        TemplateBody=json.dumps(template3),
+    )["Id"]
+    aws_client.cloudformation.get_waiter("change_set_create_complete").wait(
+        ChangeSetName=deleted_change_set_id
+    )
+
+    aws_client.cloudformation.delete_change_set(ChangeSetName=deleted_change_set_id)
+
+    change_sets = aws_client.cloudformation.list_change_sets(StackName=stack_id)
+    snapshot.match("change-sets", change_sets)
diff --git a/tests/aws/services/cloudformation/test_change_sets.snapshot.json b/tests/aws/services/cloudformation/test_change_sets.snapshot.json
index 4b687d6aa2473..308f620d46395 100644
--- a/tests/aws/services/cloudformation/test_change_sets.snapshot.json
+++ b/tests/aws/services/cloudformation/test_change_sets.snapshot.json
@@ -5927,5 +5927,28 @@
         }
       }
     }
+  },
+  "tests/aws/services/cloudformation/test_change_sets.py::test_list_change_sets": {
+    "recorded-date": "16-09-2025, 14:49:32",
+    "recorded-content": {
+      "change-sets": {
+        "Summaries": [
+          {
+            "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+            "ChangeSetName": "<change-set-name:1>",
+            "CreationTime": "datetime",
+            "ExecutionStatus": "AVAILABLE",
+            "IncludeNestedStacks": false,
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Status": "CREATE_COMPLETE"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/cloudformation/test_change_sets.validation.json b/tests/aws/services/cloudformation/test_change_sets.validation.json
index eee32ce776852..5f4ecab525235 100644
--- a/tests/aws/services/cloudformation/test_change_sets.validation.json
+++ b/tests/aws/services/cloudformation/test_change_sets.validation.json
@@ -125,6 +125,15 @@
       "total": 23.45
     }
   },
+  "tests/aws/services/cloudformation/test_change_sets.py::test_list_change_sets": {
+    "last_validated_date": "2025-09-16T14:49:36+00:00",
+    "durations_in_seconds": {
+      "setup": 0.95,
+      "call": 15.36,
+      "teardown": 4.4,
+      "total": 20.71
+    }
+  },
   "tests/aws/services/cloudformation/test_change_sets.py::test_single_resource_static_update": {
     "last_validated_date": "2025-03-18T16:52:35+00:00"
   },

From 329a337d432e5907fd4af1634c5b818438e15d40 Mon Sep 17 00:00:00 2001
From: Alex Rashed <2796604+alexrashed@users.noreply.github.com>
Date: Thu, 18 Sep 2025 08:57:20 +0200
Subject: [PATCH 221/697] unpin moto-ext, upgrade to 5.1.12.post22 (#13147)

Co-authored-by: Viren Nadkarni <viren.nadkarni@gmail.com>
---
 localstack-core/localstack/services/ses/provider.py | 12 +++++++++++-
 pyproject.toml                                      |  2 +-
 requirements-dev.txt                                |  2 +-
 requirements-runtime.txt                            |  2 +-
 requirements-test.txt                               |  2 +-
 requirements-typehint.txt                           |  2 +-
 tests/aws/services/ses/test_ses.snapshot.json       |  2 +-
 tests/aws/services/ses/test_ses.validation.json     |  8 +++++++-
 8 files changed, 24 insertions(+), 8 deletions(-)

diff --git a/localstack-core/localstack/services/ses/provider.py b/localstack-core/localstack/services/ses/provider.py
index 85445c23e4fb6..daa133ddec32a 100644
--- a/localstack-core/localstack/services/ses/provider.py
+++ b/localstack-core/localstack/services/ses/provider.py
@@ -183,6 +183,8 @@ class SesProvider(SesApi, ServiceLifecycleHook):
     #
 
     def on_after_init(self):
+        self._apply_patches()
+
         # Allow sent emails to be retrieved from the SES emails endpoint
         register_ses_api_resource()
 
@@ -198,6 +200,12 @@ def get_source_from_raw(self, raw_data: str) -> str | None:
                 return entity.replace("From:", "").strip()
         return None
 
+    def _apply_patches(self) -> None:
+        # Suppress Moto's validation of receipt rule actions. These validations use Moto's implementation of S3, Lambda
+        # and SQS, which fail because these services have been internalised in LocalStack.
+        # Besides, AWS does not run the same validations as evidenced by our AWS-validated tests.
+        SESBackend._validate_receipt_rule_actions = lambda *_: None
+
     #
     # Implementations for SES operations
     #
@@ -519,8 +527,10 @@ def clone_receipt_rule_set(
         backend.create_receipt_rule_set(rule_set_name)
         original_rule_set = backend.describe_receipt_rule_set(original_rule_set_name)
 
+        after = None
         for rule in original_rule_set.rules:
-            backend.create_receipt_rule(rule_set_name, rule)
+            backend.create_receipt_rule(rule_set_name, rule, after)
+            after = rule["Name"]
 
         return CloneReceiptRuleSetResponse()
 
diff --git a/pyproject.toml b/pyproject.toml
index b69f7e59efe05..968cb03838f74 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -93,7 +93,7 @@ runtime = [
     "json5>=0.9.11",
     "jsonpath-ng>=1.6.1",
     "jsonpath-rw>=1.4.0",
-    "moto-ext[all]==5.1.11.post1",
+    "moto-ext[all]>=5.1.12.post22",
     "opensearch-py>=2.4.1",
     "pymongo>=4.2.0",
     "pyopenssl>=23.0.0",
diff --git a/requirements-dev.txt b/requirements-dev.txt
index bc929a132c03c..d9c3e9ec360a3 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -250,7 +250,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.11.post1
+moto-ext==5.1.12.post22
     # via localstack-core
 mpmath==1.3.0
     # via sympy
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index c2effb7bc86c0..525faac53a7df 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -188,7 +188,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.11.post1
+moto-ext==5.1.12.post22
     # via localstack-core (pyproject.toml)
 mpmath==1.3.0
     # via sympy
diff --git a/requirements-test.txt b/requirements-test.txt
index d559277b08506..6eff81661a1e2 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -234,7 +234,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.11.post1
+moto-ext==5.1.12.post22
     # via localstack-core
 mpmath==1.3.0
     # via sympy
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index 301cc05305a58..12e7f2d0cd16f 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -254,7 +254,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.11.post1
+moto-ext==5.1.12.post22
     # via localstack-core
 mpmath==1.3.0
     # via sympy
diff --git a/tests/aws/services/ses/test_ses.snapshot.json b/tests/aws/services/ses/test_ses.snapshot.json
index 83af3b68b959e..e5c2ba3c77332 100644
--- a/tests/aws/services/ses/test_ses.snapshot.json
+++ b/tests/aws/services/ses/test_ses.snapshot.json
@@ -806,7 +806,7 @@
     }
   },
   "tests/aws/services/ses/test_ses.py::TestSES::test_clone_receipt_rule_set": {
-    "recorded-date": "25-08-2023, 23:05:14",
+    "recorded-date": "17-09-2025, 11:56:18",
     "recorded-content": {
       "create-receipt-rule-set": {
         "ResponseMetadata": {
diff --git a/tests/aws/services/ses/test_ses.validation.json b/tests/aws/services/ses/test_ses.validation.json
index 99979dd63f872..96e8ce9933169 100644
--- a/tests/aws/services/ses/test_ses.validation.json
+++ b/tests/aws/services/ses/test_ses.validation.json
@@ -3,7 +3,13 @@
     "last_validated_date": "2023-08-25T22:04:12+00:00"
   },
   "tests/aws/services/ses/test_ses.py::TestSES::test_clone_receipt_rule_set": {
-    "last_validated_date": "2023-08-25T21:05:14+00:00"
+    "last_validated_date": "2025-09-17T11:56:18+00:00",
+    "durations_in_seconds": {
+      "setup": 1.83,
+      "call": 2.56,
+      "teardown": 2.05,
+      "total": 6.44
+    }
   },
   "tests/aws/services/ses/test_ses.py::TestSES::test_creating_event_destination_without_configuration_set": {
     "last_validated_date": "2023-08-25T22:04:35+00:00"

From 524c3ae94237e0914a6f66302de01f399834a12a Mon Sep 17 00:00:00 2001
From: Daniel Fangl <daniel.fangl@localstack.cloud>
Date: Thu, 18 Sep 2025 12:53:55 +0200
Subject: [PATCH 222/697] upgrade to Python 3.13 and Debian Trixie (#13037)

Co-authored-by: Alexander Rashed <alexander.rashed@localstack.cloud>
---
 .github/workflows/asf-updates.yml             |   4 +-
 .github/workflows/aws-main.yml                |   1 -
 .github/workflows/aws-tests-s3-image.yml      |   2 -
 .github/workflows/aws-tests.yml               |   2 +-
 .github/workflows/marker-report.yml           |   2 -
 .github/workflows/tests-bin.yml               |   2 -
 .github/workflows/tests-podman.yml            |   2 -
 .github/workflows/tests-pro-integration.yml   |   6 +-
 .python-version                               |   2 +-
 Dockerfile                                    |   6 +-
 Dockerfile.s3                                 |   8 +-
 localstack-core/localstack/runtime/init.py    |   2 +-
 .../localstack/services/s3/provider.py        |   4 +-
 pyproject.toml                                |   2 +-
 requirements-base-runtime.txt                 |   4 +-
 requirements-basic.txt                        |   2 +-
 requirements-dev.txt                          |  11 +-
 requirements-runtime.txt                      |   4 +-
 requirements-test.txt                         |   5 +-
 requirements-typehint.txt                     | 115 +-----------------
 20 files changed, 30 insertions(+), 156 deletions(-)

diff --git a/.github/workflows/asf-updates.yml b/.github/workflows/asf-updates.yml
index 2e69486228ddb..4abc3f0696c26 100644
--- a/.github/workflows/asf-updates.yml
+++ b/.github/workflows/asf-updates.yml
@@ -19,11 +19,9 @@ jobs:
           sudo apt-get update
           sudo apt-get install jq
 
-      - name: Set up Python 3.11
+      - name: Set up Python
         id: setup-python
         uses: actions/setup-python@v6
-        with:
-          python-version: '3.11'
 
       - name: Install release helper dependencies
         run: pip install --upgrade setuptools setuptools_scm uv
diff --git a/.github/workflows/aws-main.yml b/.github/workflows/aws-main.yml
index 38fa32bf8c0e1..f948790bdb46b 100644
--- a/.github/workflows/aws-main.yml
+++ b/.github/workflows/aws-main.yml
@@ -105,7 +105,6 @@ jobs:
         - name: Set up Python
           uses: actions/setup-python@v6
           with:
-            python-version-file: '.python-version'
             cache: 'pip'
             cache-dependency-path: 'requirements-dev.txt'
 
diff --git a/.github/workflows/aws-tests-s3-image.yml b/.github/workflows/aws-tests-s3-image.yml
index 4831c2828b809..1adc43f049685 100644
--- a/.github/workflows/aws-tests-s3-image.yml
+++ b/.github/workflows/aws-tests-s3-image.yml
@@ -115,8 +115,6 @@ jobs:
 
       - name: Set up Python
         uses: actions/setup-python@v6
-        with:
-          python-version: '3.11'
 
       - name: Install docker build dependencies
         run: pip install --upgrade setuptools setuptools_scm
diff --git a/.github/workflows/aws-tests.yml b/.github/workflows/aws-tests.yml
index e94323b79fd95..98cf8fc61c84f 100644
--- a/.github/workflows/aws-tests.yml
+++ b/.github/workflows/aws-tests.yml
@@ -281,7 +281,7 @@ jobs:
                - 'tests/aws/services/sns/**' # todo: potentially add more locations (lambda/sqs tests?)
 
       - name: Run Unit Tests
-        timeout-minutes: 8
+        timeout-minutes: 20
         env:
           # add the GitHub API token to avoid rate limit issues
           GITHUB_API_TOKEN: ${{ secrets.GITHUB_TOKEN }}
diff --git a/.github/workflows/marker-report.yml b/.github/workflows/marker-report.yml
index 3b5bc73173cd1..d978bb31f966d 100644
--- a/.github/workflows/marker-report.yml
+++ b/.github/workflows/marker-report.yml
@@ -45,8 +45,6 @@ jobs:
       - name: Set up Python
         id: setup-python
         uses: actions/setup-python@v6
-        with:
-          python-version: "3.11"
 
       - name: Cache LocalStack community dependencies (venv)
         uses: actions/cache@v4
diff --git a/.github/workflows/tests-bin.yml b/.github/workflows/tests-bin.yml
index 863e15989f24d..1e207b372dca6 100644
--- a/.github/workflows/tests-bin.yml
+++ b/.github/workflows/tests-bin.yml
@@ -30,8 +30,6 @@ jobs:
 
       - name: Set up Python
         uses: actions/setup-python@v6
-        with:
-          python-version: '3.11'
 
       - name: Install helper script dependencies
         run: pip install --upgrade setuptools setuptools_scm
diff --git a/.github/workflows/tests-podman.yml b/.github/workflows/tests-podman.yml
index f16529a79a780..a12f6f11493e1 100644
--- a/.github/workflows/tests-podman.yml
+++ b/.github/workflows/tests-podman.yml
@@ -41,8 +41,6 @@ jobs:
 
       - name: Set up Python
         uses: actions/setup-python@v6
-        with:
-          python-version: "3.11"
 
       - name: Install podman and test dependencies
         run: |
diff --git a/.github/workflows/tests-pro-integration.yml b/.github/workflows/tests-pro-integration.yml
index af1758a652b24..9b7738504bb62 100644
--- a/.github/workflows/tests-pro-integration.yml
+++ b/.github/workflows/tests-pro-integration.yml
@@ -209,17 +209,17 @@ jobs:
         id: setup-python
         uses: actions/setup-python@v6
         with:
-          python-version: '3.11'
+          python-version-file: 'localstack/.python-version'
 
       - name: Set up Node 22.x
         uses: actions/setup-node@v5
         with:
           node-version: 22.x
 
-      - name: Set up JDK 11
+      - name: Set up JDK 21
         uses: actions/setup-java@v5
         with:
-          java-version: '11'
+          java-version: '21'
           distribution: 'temurin'
 
       - name: Set up Terraform
diff --git a/.python-version b/.python-version
index 2c0733315e415..24ee5b1be9961 100644
--- a/.python-version
+++ b/.python-version
@@ -1 +1 @@
-3.11
+3.13
diff --git a/Dockerfile b/Dockerfile
index 953f5bb77e4b0..58520b4fd97ca 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,7 +1,7 @@
 #
 # base: Stage which installs necessary runtime dependencies (OS packages, etc.)
 #
-FROM python:3.11.13-slim-bookworm@sha256:873f91540d53b36327ed4fb018c9669107a4e2a676719720edb4209c4b15d029 AS base
+FROM python:3.13.7-slim-trixie@sha256:58c30f5bfaa718b5803a53393190b9c68bd517c44c6c94c1b6c8c172bcfad040 AS base
 ARG TARGETARCH
 
 # Install runtime OS package dependencies
@@ -161,9 +161,9 @@ RUN --mount=type=cache,target=/root/.cache \
     chmod -R 777 /usr/lib/localstack
 
 # link the python package installer virtual environments into the localstack venv
-RUN echo /var/lib/localstack/lib/python-packages/lib/python3.11/site-packages > localstack-var-python-packages-venv.pth && \
+RUN echo /var/lib/localstack/lib/python-packages/lib/python3.13/site-packages > localstack-var-python-packages-venv.pth && \
     mv localstack-var-python-packages-venv.pth .venv/lib/python*/site-packages/
-RUN echo /usr/lib/localstack/python-packages/lib/python3.11/site-packages > localstack-static-python-packages-venv.pth && \
+RUN echo /usr/lib/localstack/python-packages/lib/python3.13/site-packages > localstack-static-python-packages-venv.pth && \
     mv localstack-static-python-packages-venv.pth .venv/lib/python*/site-packages/
 
 # expose edge service, external service ports, and debugpy
diff --git a/Dockerfile.s3 b/Dockerfile.s3
index ba236ebd88837..7292f13942686 100644
--- a/Dockerfile.s3
+++ b/Dockerfile.s3
@@ -1,5 +1,5 @@
 # base: Stage which installs necessary runtime dependencies (OS packages, filesystem...)
-FROM python:3.11.13-slim-bookworm@sha256:873f91540d53b36327ed4fb018c9669107a4e2a676719720edb4209c4b15d029 AS base
+FROM python:3.13.7-slim-trixie@sha256:58c30f5bfaa718b5803a53393190b9c68bd517c44c6c94c1b6c8c172bcfad040 AS base
 ARG TARGETARCH
 
 # set workdir
@@ -66,7 +66,7 @@ RUN --mount=type=cache,target=/root/.cache \
 
 # delete the botocore specs for other services (>80mb)
 # TODO: well now it's compressed and it's much lighter: 20mb maybe not worth it
-RUN find .venv/lib/python3.11/site-packages/botocore/data/ -mindepth 1 -maxdepth 1 -type d -not -name s3 -exec rm -rf '{}' \;
+RUN find .venv/lib/python3.13/site-packages/botocore/data/ -mindepth 1 -maxdepth 1 -type d -not -name s3 -exec rm -rf '{}' \;
 
 
 # final stage: Builds upon base stage and copies resources from builder stages
@@ -97,9 +97,9 @@ RUN SETUPTOOLS_SCM_PRETEND_VERSION_FOR_LOCALSTACK_CORE=${LOCALSTACK_BUILD_VERSIO
 RUN . .venv/bin/activate && python3 -m localstack.aws.spec
 
 # link the python package installer virtual environments into the localstack venv
-RUN echo /var/lib/localstack/lib/python-packages/lib/python3.11/site-packages > localstack-var-python-packages-venv.pth && \
+RUN echo /var/lib/localstack/lib/python-packages/lib/python3.13/site-packages > localstack-var-python-packages-venv.pth && \
     mv localstack-var-python-packages-venv.pth .venv/lib/python*/site-packages/
-RUN echo /usr/lib/localstack/python-packages/lib/python3.11/site-packages > localstack-static-python-packages-venv.pth && \
+RUN echo /usr/lib/localstack/python-packages/lib/python3.13/site-packages > localstack-static-python-packages-venv.pth && \
     mv localstack-static-python-packages-venv.pth .venv/lib/python*/site-packages/
 
 # expose edge service and debugpy
diff --git a/localstack-core/localstack/runtime/init.py b/localstack-core/localstack/runtime/init.py
index 92a3f49840feb..52682bc5b87f9 100644
--- a/localstack-core/localstack/runtime/init.py
+++ b/localstack-core/localstack/runtime/init.py
@@ -89,7 +89,7 @@ class ShellScriptRunner(ScriptRunner):
     suffixes = [".sh"]
 
     def run(self, path: str) -> None:
-        exit_code = subprocess.call(args=[], executable=path)
+        exit_code = subprocess.call(args=[path])
         if exit_code != 0:
             raise OSError(f"Script {path} returned a non-zero exit code {exit_code}")
 
diff --git a/localstack-core/localstack/services/s3/provider.py b/localstack-core/localstack/services/s3/provider.py
index b1d9a125c1f72..03c4f8acfcac8 100644
--- a/localstack-core/localstack/services/s3/provider.py
+++ b/localstack-core/localstack/services/s3/provider.py
@@ -3859,7 +3859,9 @@ def put_object_retention(
         if retention and retention["RetainUntilDate"] < datetime.datetime.now(datetime.UTC):
             # weirdly, this date is format as following: Tue Dec 31 16:00:00 PST 2019
             # it contains the timezone as PST, even if you target a bucket in Europe or Asia
-            pst_datetime = retention["RetainUntilDate"].astimezone(tz=ZoneInfo("US/Pacific"))
+            pst_datetime = retention["RetainUntilDate"].astimezone(
+                tz=ZoneInfo("America/Los_Angeles")
+            )
             raise InvalidArgument(
                 "The retain until date must be in the future!",
                 ArgumentName="RetainUntilDate",
diff --git a/pyproject.toml b/pyproject.toml
index 968cb03838f74..9f67e7d229041 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -31,7 +31,7 @@ dependencies = [
 dynamic = ["version"]
 classifiers = [
     "Programming Language :: Python :: 3",
-    "Programming Language :: Python :: 3.11",
+    "Programming Language :: Python :: 3.13",
     "Topic :: Internet",
     "Topic :: Software Development :: Testing",
     "Topic :: System :: Emulators",
diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index 8dde73a917631..7876efa271967 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -1,5 +1,5 @@
 #
-# This file is autogenerated by pip-compile with Python 3.11
+# This file is autogenerated by pip-compile with Python 3.13
 # by the following command:
 #
 #    pip-compile --extra=base-runtime --output-file=requirements-base-runtime.txt --strip-extras --unsafe-package=distribute --unsafe-package=localstack-core --unsafe-package=pip --unsafe-package=setuptools pyproject.toml
@@ -183,9 +183,7 @@ tailer==0.4.1
 typing-extensions==4.15.0
     # via
     #   localstack-twisted
-    #   pyopenssl
     #   readerwriterlock
-    #   referencing
 urllib3==2.5.0
     # via
     #   botocore
diff --git a/requirements-basic.txt b/requirements-basic.txt
index 31b092b618469..9141da7e7b123 100644
--- a/requirements-basic.txt
+++ b/requirements-basic.txt
@@ -1,5 +1,5 @@
 #
-# This file is autogenerated by pip-compile with Python 3.11
+# This file is autogenerated by pip-compile with Python 3.13
 # by the following command:
 #
 #    pip-compile --output-file=requirements-basic.txt --strip-extras --unsafe-package=distribute --unsafe-package=localstack-core --unsafe-package=pip --unsafe-package=setuptools pyproject.toml
diff --git a/requirements-dev.txt b/requirements-dev.txt
index d9c3e9ec360a3..c57170e06d350 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -1,5 +1,5 @@
 #
-# This file is autogenerated by pip-compile with Python 3.11
+# This file is autogenerated by pip-compile with Python 3.13
 # by the following command:
 #
 #    pip-compile --extra=dev --output-file=requirements-dev.txt --strip-extras --unsafe-package=distribute --unsafe-package=localstack-core --unsafe-package=pip --unsafe-package=setuptools pyproject.toml
@@ -94,11 +94,11 @@ constantly==23.10.4
     # via localstack-twisted
 constructs==10.4.2
     # via aws-cdk-lib
-coverage==7.10.6
+coverage==6.5.0
     # via
     #   coveralls
     #   localstack-core
-coveralls==4.0.1
+coveralls==3.3.1
     # via localstack-core (pyproject.toml)
 crontab==1.0.5
     # via localstack-core
@@ -109,7 +109,7 @@ cryptography==45.0.7
     #   localstack-core (pyproject.toml)
     #   moto-ext
     #   pyopenssl
-cython==3.1.3
+cython==3.1.4
     # via localstack-core (pyproject.toml)
 decorator==5.2.1
     # via jsonpath-rw
@@ -467,7 +467,6 @@ typeguard==2.13.3
     #   jsii
 typing-extensions==4.15.0
     # via
-    #   anyio
     #   aws-sam-translator
     #   cattrs
     #   cfn-lint
@@ -476,9 +475,7 @@ typing-extensions==4.15.0
     #   mypy
     #   pydantic
     #   pydantic-core
-    #   pyopenssl
     #   readerwriterlock
-    #   referencing
     #   typing-inspection
 typing-inspection==0.4.1
     # via pydantic
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index 525faac53a7df..efe607c476945 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -1,5 +1,5 @@
 #
-# This file is autogenerated by pip-compile with Python 3.11
+# This file is autogenerated by pip-compile with Python 3.13
 # by the following command:
 #
 #    pip-compile --extra=runtime --output-file=requirements-runtime.txt --strip-extras --unsafe-package=distribute --unsafe-package=localstack-core --unsafe-package=pip --unsafe-package=setuptools pyproject.toml
@@ -339,9 +339,7 @@ typing-extensions==4.15.0
     #   localstack-twisted
     #   pydantic
     #   pydantic-core
-    #   pyopenssl
     #   readerwriterlock
-    #   referencing
     #   typing-inspection
 typing-inspection==0.4.1
     # via pydantic
diff --git a/requirements-test.txt b/requirements-test.txt
index 6eff81661a1e2..c9d591fef0c23 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -1,5 +1,5 @@
 #
-# This file is autogenerated by pip-compile with Python 3.11
+# This file is autogenerated by pip-compile with Python 3.13
 # by the following command:
 #
 #    pip-compile --extra=test --output-file=requirements-test.txt --strip-extras --unsafe-package=distribute --unsafe-package=localstack-core --unsafe-package=pip --unsafe-package=setuptools pyproject.toml
@@ -423,7 +423,6 @@ typeguard==2.13.3
     #   jsii
 typing-extensions==4.15.0
     # via
-    #   anyio
     #   aws-sam-translator
     #   cattrs
     #   cfn-lint
@@ -431,9 +430,7 @@ typing-extensions==4.15.0
     #   localstack-twisted
     #   pydantic
     #   pydantic-core
-    #   pyopenssl
     #   readerwriterlock
-    #   referencing
     #   typing-inspection
 typing-inspection==0.4.1
     # via pydantic
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index 12e7f2d0cd16f..f39f1ab1b83a6 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -1,5 +1,5 @@
 #
-# This file is autogenerated by pip-compile with Python 3.11
+# This file is autogenerated by pip-compile with Python 3.13
 # by the following command:
 #
 #    pip-compile --extra=typehint --output-file=requirements-typehint.txt --strip-extras --unsafe-package=distribute --unsafe-package=localstack-core --unsafe-package=pip --unsafe-package=setuptools pyproject.toml
@@ -98,11 +98,11 @@ constantly==23.10.4
     # via localstack-twisted
 constructs==10.4.2
     # via aws-cdk-lib
-coverage==7.10.6
+coverage==6.5.0
     # via
     #   coveralls
     #   localstack-core
-coveralls==4.0.1
+coveralls==3.3.1
     # via localstack-core
 crontab==1.0.5
     # via localstack-core
@@ -113,7 +113,7 @@ cryptography==45.0.7
     #   localstack-core (pyproject.toml)
     #   moto-ext
     #   pyopenssl
-cython==3.1.3
+cython==3.1.4
     # via localstack-core
 decorator==5.2.1
     # via jsonpath-rw
@@ -681,122 +681,15 @@ types-s3transfer==0.13.1
     # via boto3-stubs
 typing-extensions==4.15.0
     # via
-    #   anyio
     #   aws-sam-translator
-    #   boto3-stubs
     #   cattrs
     #   cfn-lint
     #   jsii
     #   localstack-twisted
     #   mypy
-    #   mypy-boto3-acm
-    #   mypy-boto3-acm-pca
-    #   mypy-boto3-amplify
-    #   mypy-boto3-apigateway
-    #   mypy-boto3-apigatewayv2
-    #   mypy-boto3-appconfig
-    #   mypy-boto3-appconfigdata
-    #   mypy-boto3-application-autoscaling
-    #   mypy-boto3-appsync
-    #   mypy-boto3-athena
-    #   mypy-boto3-autoscaling
-    #   mypy-boto3-backup
-    #   mypy-boto3-batch
-    #   mypy-boto3-ce
-    #   mypy-boto3-cloudcontrol
-    #   mypy-boto3-cloudformation
-    #   mypy-boto3-cloudfront
-    #   mypy-boto3-cloudtrail
-    #   mypy-boto3-cloudwatch
-    #   mypy-boto3-codebuild
-    #   mypy-boto3-codecommit
-    #   mypy-boto3-codeconnections
-    #   mypy-boto3-codedeploy
-    #   mypy-boto3-codepipeline
-    #   mypy-boto3-codestar-connections
-    #   mypy-boto3-cognito-identity
-    #   mypy-boto3-cognito-idp
-    #   mypy-boto3-dms
-    #   mypy-boto3-docdb
-    #   mypy-boto3-dynamodb
-    #   mypy-boto3-dynamodbstreams
-    #   mypy-boto3-ec2
-    #   mypy-boto3-ecr
-    #   mypy-boto3-ecs
-    #   mypy-boto3-efs
-    #   mypy-boto3-eks
-    #   mypy-boto3-elasticache
-    #   mypy-boto3-elasticbeanstalk
-    #   mypy-boto3-elbv2
-    #   mypy-boto3-emr
-    #   mypy-boto3-emr-serverless
-    #   mypy-boto3-es
-    #   mypy-boto3-events
-    #   mypy-boto3-firehose
-    #   mypy-boto3-fis
-    #   mypy-boto3-glacier
-    #   mypy-boto3-glue
-    #   mypy-boto3-iam
-    #   mypy-boto3-identitystore
-    #   mypy-boto3-iot
-    #   mypy-boto3-iot-data
-    #   mypy-boto3-iotanalytics
-    #   mypy-boto3-iotwireless
-    #   mypy-boto3-kafka
-    #   mypy-boto3-kinesis
-    #   mypy-boto3-kinesisanalytics
-    #   mypy-boto3-kinesisanalyticsv2
-    #   mypy-boto3-kms
-    #   mypy-boto3-lakeformation
-    #   mypy-boto3-lambda
-    #   mypy-boto3-logs
-    #   mypy-boto3-managedblockchain
-    #   mypy-boto3-mediaconvert
-    #   mypy-boto3-mediastore
-    #   mypy-boto3-mq
-    #   mypy-boto3-mwaa
-    #   mypy-boto3-neptune
-    #   mypy-boto3-opensearch
-    #   mypy-boto3-organizations
-    #   mypy-boto3-pi
-    #   mypy-boto3-pinpoint
-    #   mypy-boto3-pipes
-    #   mypy-boto3-qldb
-    #   mypy-boto3-qldb-session
-    #   mypy-boto3-rds
-    #   mypy-boto3-rds-data
-    #   mypy-boto3-redshift
-    #   mypy-boto3-redshift-data
-    #   mypy-boto3-resource-groups
-    #   mypy-boto3-resourcegroupstaggingapi
-    #   mypy-boto3-route53
-    #   mypy-boto3-route53resolver
-    #   mypy-boto3-s3
-    #   mypy-boto3-s3control
-    #   mypy-boto3-sagemaker
-    #   mypy-boto3-sagemaker-runtime
-    #   mypy-boto3-secretsmanager
-    #   mypy-boto3-serverlessrepo
-    #   mypy-boto3-servicediscovery
-    #   mypy-boto3-ses
-    #   mypy-boto3-sesv2
-    #   mypy-boto3-sns
-    #   mypy-boto3-sqs
-    #   mypy-boto3-ssm
-    #   mypy-boto3-sso-admin
-    #   mypy-boto3-stepfunctions
-    #   mypy-boto3-sts
-    #   mypy-boto3-timestream-query
-    #   mypy-boto3-timestream-write
-    #   mypy-boto3-transcribe
-    #   mypy-boto3-verifiedpermissions
-    #   mypy-boto3-wafv2
-    #   mypy-boto3-xray
     #   pydantic
     #   pydantic-core
-    #   pyopenssl
     #   readerwriterlock
-    #   referencing
     #   typing-inspection
 typing-inspection==0.4.1
     # via pydantic

From 4012f01a518b7aceb250d6794565794137a1a7e4 Mon Sep 17 00:00:00 2001
From: Alex Rashed <2796604+alexrashed@users.noreply.github.com>
Date: Thu, 18 Sep 2025 12:56:30 +0200
Subject: [PATCH 223/697] remove terraform tests and package (#13154)

---
 .github/workflows/tests-pro-integration.yml   |   5 -
 .../localstack/packages/plugins.py            |   8 -
 .../localstack/packages/terraform.py          |  46 ----
 tests/aws/conftest.py                         |   8 -
 tests/aws/test_terraform.py                   | 246 ------------------
 5 files changed, 313 deletions(-)
 delete mode 100644 localstack-core/localstack/packages/terraform.py
 delete mode 100644 tests/aws/test_terraform.py

diff --git a/.github/workflows/tests-pro-integration.yml b/.github/workflows/tests-pro-integration.yml
index 9b7738504bb62..a428f76cd8ad2 100644
--- a/.github/workflows/tests-pro-integration.yml
+++ b/.github/workflows/tests-pro-integration.yml
@@ -222,11 +222,6 @@ jobs:
           java-version: '21'
           distribution: 'temurin'
 
-      - name: Set up Terraform
-        uses: hashicorp/setup-terraform@v3
-        with:
-          terraform_version: 0.13.7
-
       - name: Install OS packages
         run: |
           sudo apt-get update
diff --git a/localstack-core/localstack/packages/plugins.py b/localstack-core/localstack/packages/plugins.py
index fdeba86a04204..94d0cc62f09ee 100644
--- a/localstack-core/localstack/packages/plugins.py
+++ b/localstack-core/localstack/packages/plugins.py
@@ -5,14 +5,6 @@
 if TYPE_CHECKING:
     from localstack.packages.ffmpeg import FfmpegPackageInstaller
     from localstack.packages.java import JavaPackageInstaller
-    from localstack.packages.terraform import TerraformPackageInstaller
-
-
-@package(name="terraform")
-def terraform_package() -> Package["TerraformPackageInstaller"]:
-    from .terraform import terraform_package
-
-    return terraform_package
 
 
 @package(name="ffmpeg")
diff --git a/localstack-core/localstack/packages/terraform.py b/localstack-core/localstack/packages/terraform.py
deleted file mode 100644
index 5d5ad321e0a61..0000000000000
--- a/localstack-core/localstack/packages/terraform.py
+++ /dev/null
@@ -1,46 +0,0 @@
-import os
-import platform
-
-from localstack.packages import InstallTarget, Package
-from localstack.packages.core import ArchiveDownloadAndExtractInstaller
-from localstack.utils.files import chmod_r
-from localstack.utils.platform import get_arch
-
-TERRAFORM_VERSION = os.getenv("TERRAFORM_VERSION", "1.5.7")
-TERRAFORM_URL_TEMPLATE = (
-    "https://releases.hashicorp.com/terraform/{version}/terraform_{version}_{os}_{arch}.zip"
-)
-TERRAFORM_CHECKSUM_URL_TEMPLATE = (
-    "https://releases.hashicorp.com/terraform/{version}/terraform_{version}_SHA256SUMS"
-)
-
-
-class TerraformPackage(Package["TerraformPackageInstaller"]):
-    def __init__(self) -> None:
-        super().__init__("Terraform", TERRAFORM_VERSION)
-
-    def get_versions(self) -> list[str]:
-        return [TERRAFORM_VERSION]
-
-    def _get_installer(self, version: str) -> "TerraformPackageInstaller":
-        return TerraformPackageInstaller("terraform", version)
-
-
-class TerraformPackageInstaller(ArchiveDownloadAndExtractInstaller):
-    def _get_install_marker_path(self, install_dir: str) -> str:
-        return os.path.join(install_dir, "terraform")
-
-    def _get_download_url(self) -> str:
-        system = platform.system().lower()
-        arch = get_arch()
-        return TERRAFORM_URL_TEMPLATE.format(version=TERRAFORM_VERSION, os=system, arch=arch)
-
-    def _install(self, target: InstallTarget) -> None:
-        super()._install(target)
-        chmod_r(self.get_executable_path(), 0o777)  # type: ignore[arg-type]
-
-    def _get_checksum_url(self) -> str | None:
-        return TERRAFORM_CHECKSUM_URL_TEMPLATE.format(version=TERRAFORM_VERSION)
-
-
-terraform_package = TerraformPackage()
diff --git a/tests/aws/conftest.py b/tests/aws/conftest.py
index 0f762b6155042..94a19b8a2dd65 100644
--- a/tests/aws/conftest.py
+++ b/tests/aws/conftest.py
@@ -13,7 +13,6 @@
     TransformerUtility,
 )
 from localstack.utils.aws.arns import get_partition
-from tests.aws.test_terraform import TestTerraform
 
 
 def pytest_configure(config: Config):
@@ -57,13 +56,6 @@ def pytest_runtestloop(session):
 
             test_init_functions.add(transcribe_install_async)
 
-    # add init functions for certain tests that download/install things
-    for test_class in test_classes:
-        # set flag that terraform will be used
-        if TestTerraform is test_class:
-            test_init_functions.add(TestTerraform.init_async)
-            continue
-
     if not session.items:
         return
 
diff --git a/tests/aws/test_terraform.py b/tests/aws/test_terraform.py
deleted file mode 100644
index 53a4931e2626e..0000000000000
--- a/tests/aws/test_terraform.py
+++ /dev/null
@@ -1,246 +0,0 @@
-import os
-import re
-import threading
-
-import pytest
-
-from localstack.packages.terraform import terraform_package
-from localstack.testing.config import (
-    TEST_AWS_ACCESS_KEY_ID,
-    TEST_AWS_REGION_NAME,
-    TEST_AWS_SECRET_ACCESS_KEY,
-)
-from localstack.testing.pytest import markers
-from localstack.utils.common import is_command_available, rm_rf, run, start_worker_thread
-
-#  TODO: remove all of these
-
-BUCKET_NAME = "tf-bucket"
-QUEUE_NAME = "tf-queue"
-QUEUE_ARN = "arn:aws:sqs:us-east-1:{account_id}:tf-queue"
-
-# lambda Testing Variables
-LAMBDA_NAME = "tf-lambda"
-LAMBDA_ARN = "arn:aws:lambda:us-east-1:{account_id}:function:{lambda_name}"
-LAMBDA_HANDLER = "index.handler"
-LAMBDA_RUNTIME = "python3.8"
-LAMBDA_ROLE = "arn:aws:iam::{account_id}:role/iam_for_lambda"
-
-INIT_LOCK = threading.RLock()
-
-# set after calling install()
-TERRAFORM_BIN = None
-
-
-def check_terraform_version():
-    if not is_command_available(TERRAFORM_BIN):
-        return False, None
-
-    ver_string = run([TERRAFORM_BIN, "-version"])
-    ver_string = re.search(r"v(\d+\.\d+\.\d+)", ver_string).group(1)
-    if ver_string is None:
-        return False, None
-    return True, ver_string
-
-
-@pytest.fixture(scope="module", autouse=True)
-def setup_test(account_id, region_name):
-    with INIT_LOCK:
-        available, version = check_terraform_version()
-
-        if not available:
-            msg = "could not find a compatible version of terraform"
-            if version:
-                msg += f" (version = {version})"
-            else:
-                msg += " (command not found)"
-
-            return pytest.skip(msg)
-
-        env_vars = {
-            "AWS_ACCESS_KEY_ID": account_id,
-            "AWS_SECRET_ACCESS_KEY": account_id,
-            "AWS_REGION": region_name,
-        }
-
-        run(
-            f"cd {get_base_dir()}; {TERRAFORM_BIN} apply -input=false tfplan",
-            env_vars=env_vars,
-        )
-
-    yield
-
-    # clean up
-    run(f"cd {get_base_dir()}; {TERRAFORM_BIN} destroy -auto-approve", env_vars=env_vars)
-
-
-def get_base_dir():
-    return os.path.join(os.path.dirname(__file__), "terraform")
-
-
-# TODO: replace "clouddrove/api-gateway/aws" with normal apigateway module and update terraform
-# TODO: rework this setup for multiple (potentially parallel) terraform tests by providing variables (see .auto.tfvars)
-# TODO: fetch generated ARNs from terraform instead of static/building ARNs
-@pytest.mark.skip(reason="disabled until further notice due to flakiness and lacking quality")
-class TestTerraform:
-    @classmethod
-    def init_async(cls):
-        def _run(*args):
-            with INIT_LOCK:
-                terraform_package.install()
-                global TERRAFORM_BIN
-                TERRAFORM_BIN = terraform_package.get_installer().get_executable_path()
-                base_dir = get_base_dir()
-                env_vars = {
-                    "AWS_ACCESS_KEY_ID": TEST_AWS_ACCESS_KEY_ID,
-                    "AWS_SECRET_ACCESS_KEY": TEST_AWS_SECRET_ACCESS_KEY,
-                    "AWS_REGION": TEST_AWS_REGION_NAME,
-                }
-                if not os.path.exists(os.path.join(base_dir, ".terraform", "plugins")):
-                    run(f"cd {base_dir}; {TERRAFORM_BIN} init -input=false", env_vars=env_vars)
-                # remove any cache files from previous runs
-                for tf_file in [
-                    "tfplan",
-                    "terraform.tfstate",
-                    "terraform.tfstate.backup",
-                ]:
-                    rm_rf(os.path.join(base_dir, tf_file))
-                # create TF plan
-                run(
-                    f"cd {base_dir}; {TERRAFORM_BIN} plan -out=tfplan -input=false",
-                    env_vars=env_vars,
-                )
-
-        start_worker_thread(_run)
-
-    @markers.skip_offline
-    @markers.aws.needs_fixing
-    def test_bucket_exists(self, aws_client):
-        response = aws_client.s3.head_bucket(Bucket=BUCKET_NAME)
-        assert response["ResponseMetadata"]["HTTPStatusCode"] == 200
-
-        cors = {
-            "AllowedHeaders": ["*"],
-            "AllowedMethods": ["GET", "PUT", "POST"],
-            "AllowedOrigins": ["*"],
-            "ExposeHeaders": ["ETag", "x-amz-version-id"],
-            "MaxAgeSeconds": 3000,
-        }
-
-        response = aws_client.s3.get_bucket_cors(Bucket=BUCKET_NAME)
-        assert response["CORSRules"][0] == cors
-
-        response = aws_client.s3.get_bucket_versioning(Bucket=BUCKET_NAME)
-        assert response["Status"] == "Enabled"
-
-    @markers.skip_offline
-    @markers.aws.needs_fixing
-    def test_sqs(self, aws_client):
-        queue_url = aws_client.sqs.get_queue_url(QueueName=QUEUE_NAME)["QueueUrl"]
-        response = aws_client.sqs.get_queue_attributes(QueueUrl=queue_url, AttributeNames=["All"])
-
-        assert response["Attributes"]["DelaySeconds"] == "90"
-        assert response["Attributes"]["MaximumMessageSize"] == "2048"
-        assert response["Attributes"]["MessageRetentionPeriod"] == "86400"
-        assert response["Attributes"]["ReceiveMessageWaitTimeSeconds"] == "10"
-
-    @markers.skip_offline
-    @markers.aws.needs_fixing
-    def test_lambda(self, aws_client, account_id):
-        response = aws_client.lambda_.get_function(FunctionName=LAMBDA_NAME)
-        assert response["Configuration"]["FunctionName"] == LAMBDA_NAME
-        assert response["Configuration"]["Handler"] == LAMBDA_HANDLER
-        assert response["Configuration"]["Runtime"] == LAMBDA_RUNTIME
-        assert response["Configuration"]["Role"] == LAMBDA_ROLE.format(account_id=account_id)
-
-    @markers.skip_offline
-    @markers.aws.needs_fixing
-    def test_event_source_mapping(self, aws_client, account_id):
-        queue_arn = QUEUE_ARN.format(account_id=account_id)
-        lambda_arn = LAMBDA_ARN.format(account_id=account_id, lambda_name=LAMBDA_NAME)
-        all_mappings = aws_client.lambda_.list_event_source_mappings(
-            EventSourceArn=queue_arn, FunctionName=LAMBDA_NAME
-        )
-        function_mapping = all_mappings.get("EventSourceMappings")[0]
-        assert function_mapping["FunctionArn"] == lambda_arn
-        assert function_mapping["EventSourceArn"] == queue_arn
-
-    @markers.skip_offline
-    @pytest.mark.skip(reason="flaky")
-    @markers.aws.needs_fixing
-    def test_apigateway(self, aws_client):
-        rest_apis = aws_client.apigateway.get_rest_apis()
-
-        rest_id = None
-        for rest_api in rest_apis["items"]:
-            if rest_api["name"] == "test-tf-apigateway":
-                rest_id = rest_api["id"]
-                break
-
-        assert rest_id
-        resources = aws_client.apigateway.get_resources(restApiId=rest_id)["items"]
-
-        # We always have 1 default root resource (with path "/")
-        assert len(resources) == 3
-
-        res1 = [r for r in resources if r.get("pathPart") == "mytestresource"]
-        assert res1
-        assert res1[0]["path"] == "/mytestresource"
-        assert len(res1[0]["resourceMethods"]) == 2
-        assert res1[0]["resourceMethods"]["GET"]["methodIntegration"]["type"] == "MOCK"
-
-        res2 = [r for r in resources if r.get("pathPart") == "mytestresource1"]
-        assert res2
-        assert res2[0]["path"] == "/mytestresource1"
-        assert len(res2[0]["resourceMethods"]) == 2
-        assert res2[0]["resourceMethods"]["GET"]["methodIntegration"]["type"] == "AWS_PROXY"
-        assert res2[0]["resourceMethods"]["GET"]["methodIntegration"]["uri"]
-
-    @markers.skip_offline
-    @markers.aws.needs_fixing
-    def test_route53(self, aws_client):
-        response = aws_client.route53.create_hosted_zone(Name="zone123", CallerReference="ref123")
-        assert response["ResponseMetadata"]["HTTPStatusCode"] == 201
-        change_id = response.get("ChangeInfo", {}).get("Id", "change123")
-
-        response = aws_client.route53.get_change(Id=change_id)
-        assert response["ResponseMetadata"]["HTTPStatusCode"] == 200
-
-    @markers.skip_offline
-    @markers.aws.needs_fixing
-    def test_acm(self, aws_client):
-        certs = aws_client.acm.list_certificates()["CertificateSummaryList"]
-        certs = [c for c in certs if c.get("DomainName") == "example.com"]
-        assert len(certs) == 1
-
-    @markers.skip_offline
-    @pytest.mark.skip(reason="flaky")
-    @markers.aws.needs_fixing
-    def test_apigateway_escaped_policy(self, aws_client):
-        rest_apis = aws_client.apigateway.get_rest_apis()
-
-        service_apis = []
-
-        for rest_api in rest_apis["items"]:
-            if rest_api["name"] == "service_api":
-                service_apis.append(rest_api)
-
-        assert len(service_apis) == 1
-
-    @markers.skip_offline
-    @markers.aws.needs_fixing
-    def test_dynamodb(self, aws_client):
-        def _table_exists(tablename, dynamotables):
-            return any(name for name in dynamotables["TableNames"] if name == tablename)
-
-        tables = aws_client.dynamodb.list_tables()
-        assert _table_exists("tf_dynamotable1", tables)
-        assert _table_exists("tf_dynamotable2", tables)
-        assert _table_exists("tf_dynamotable3", tables)
-
-    @markers.skip_offline
-    @markers.aws.needs_fixing
-    def test_security_groups(self, aws_client):
-        rules = aws_client.ec2.describe_security_groups(MaxResults=100)["SecurityGroups"]
-        matching = [r for r in rules if r["Description"] == "TF SG with ingress / egress rules"]
-        assert matching

From 74a088fc7936628ad4e957e0ce15724853e7b3de Mon Sep 17 00:00:00 2001
From: Alex Rashed <2796604+alexrashed@users.noreply.github.com>
Date: Thu, 18 Sep 2025 16:49:20 +0200
Subject: [PATCH 224/697] update old references to venv paths (#13163)

---
 localstack-core/localstack/dev/kubernetes/__main__.py | 2 +-
 localstack-core/localstack/dev/run/paths.py           | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/localstack-core/localstack/dev/kubernetes/__main__.py b/localstack-core/localstack/dev/kubernetes/__main__.py
index 28f9048388b3d..d8ecdcdda4bc3 100644
--- a/localstack-core/localstack/dev/kubernetes/__main__.py
+++ b/localstack-core/localstack/dev/kubernetes/__main__.py
@@ -32,7 +32,7 @@ def generate_mount_points(
 
     # container paths
     target_path = "/opt/code/localstack/"
-    venv_path = os.path.join(target_path, ".venv", "lib", "python3.11", "site-packages")
+    venv_path = os.path.join(target_path, ".venv", "lib", "python3.13", "site-packages")
 
     # Community code
     if pro:
diff --git a/localstack-core/localstack/dev/run/paths.py b/localstack-core/localstack/dev/run/paths.py
index 00c7c647fc424..1f7ec8b63ee0f 100644
--- a/localstack-core/localstack/dev/run/paths.py
+++ b/localstack-core/localstack/dev/run/paths.py
@@ -68,7 +68,7 @@ class ContainerPaths:
     """Important paths in the container"""
 
     project_dir: str = "/opt/code/localstack"
-    site_packages_target_dir: str = "/opt/code/localstack/.venv/lib/python3.11/site-packages"
+    site_packages_target_dir: str = "/opt/code/localstack/.venv/lib/python3.13/site-packages"
     docker_entrypoint: str = "/usr/local/bin/docker-entrypoint.sh"
     localstack_supervisor: str = "/usr/local/bin/localstack-supervisor"
     localstack_source_dir: str

From f188c62eccac27312e3596a8168ea14aed6a0a39 Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Fri, 19 Sep 2025 11:34:41 +0200
Subject: [PATCH 225/697] ASF: implement multi-protocol support (#13151)

---
 localstack-core/localstack/aws/api/core.py    |   4 +
 .../localstack/aws/handlers/service.py        |  11 +-
 .../localstack/aws/protocol/parser.py         |   4 -
 .../localstack/aws/protocol/serializer.py     |   5 +-
 .../localstack/aws/protocol/service_router.py | 140 +++++++--
 localstack-core/localstack/aws/skeleton.py    |   6 +-
 localstack-core/localstack/aws/spec.py        |  44 ++-
 .../next_gen/execute_api/integrations/aws.py  |   3 +
 .../localstack/services/sqs/query_api.py      |   2 +-
 tests/unit/aws/test_service_router.py         | 295 ++++++++++++------
 10 files changed, 371 insertions(+), 143 deletions(-)

diff --git a/localstack-core/localstack/aws/api/core.py b/localstack-core/localstack/aws/api/core.py
index 0498ebaf7473f..d05ef5125b586 100644
--- a/localstack-core/localstack/aws/api/core.py
+++ b/localstack-core/localstack/aws/api/core.py
@@ -13,6 +13,7 @@
 from rolo.gateway import RequestContext as RoloRequestContext
 
 from localstack.aws.connect import InternalRequestParameters
+from localstack.aws.spec import ProtocolName
 from localstack.http import Request, Response
 from localstack.utils.strings import long_uid
 
@@ -88,6 +89,8 @@ class RequestContext(RoloRequestContext):
     """The underlying incoming HTTP request."""
     service: ServiceModel | None
     """The botocore ServiceModel of the service the request is made to."""
+    protocol: ProtocolName | None
+    """The botocore Protocol for the service the request is made to."""
     operation: OperationModel | None
     """The botocore OperationModel of the AWS operation being invoked."""
     region: str
@@ -112,6 +115,7 @@ class RequestContext(RoloRequestContext):
     def __init__(self, request: Request):
         super().__init__(request)
         self.service = None
+        self.protocol = None
         self.operation = None
         self.region = None  # type: ignore[assignment]  # type=str, because we know it will always be set downstream
         self.partition = "aws"  # Sensible default - will be overwritten by region-handler
diff --git a/localstack-core/localstack/aws/handlers/service.py b/localstack-core/localstack/aws/handlers/service.py
index 4f4f77da59264..40dbbb70e080c 100644
--- a/localstack-core/localstack/aws/handlers/service.py
+++ b/localstack-core/localstack/aws/handlers/service.py
@@ -17,7 +17,7 @@
 from ..client import parse_response, parse_service_exception
 from ..protocol.parser import RequestParser, create_parser
 from ..protocol.serializer import create_serializer
-from ..protocol.service_router import determine_aws_service_model
+from ..protocol.service_router import determine_aws_protocol, determine_aws_service_model
 from ..skeleton import Skeleton, create_skeleton
 
 LOG = logging.getLogger(__name__)
@@ -33,6 +33,8 @@ def __call__(self, chain: HandlerChain, context: RequestContext, response: Respo
         # example). If it is already set, we can skip the parsing of the request. It is very important for S3, because
         # parsing the request will consume the data stream and prevent streaming.
         if context.service:
+            if not context.protocol:
+                context.protocol = determine_aws_protocol(context.request, context.service)
             return
 
         service_model = determine_aws_service_model(context.request)
@@ -41,6 +43,7 @@ def __call__(self, chain: HandlerChain, context: RequestContext, response: Respo
             return
 
         context.service = service_model
+        context.protocol = determine_aws_protocol(context.request, service_model)
 
 
 class ServiceRequestParser(Handler):
@@ -63,7 +66,7 @@ def __call__(self, chain: HandlerChain, context: RequestContext, response: Respo
         return self.parse_and_enrich(context)
 
     def parse_and_enrich(self, context: RequestContext):
-        parser = create_parser(context.service)
+        parser = create_parser(context.service, context.protocol)
         operation, instance = parser.parse(context.request)
 
         # enrich context
@@ -137,7 +140,7 @@ def create_not_implemented_response(self, context):
         operation_name = operation.name
         message = f"no handler for operation '{operation_name}' on service '{service_name}'"
         error = CommonServiceException("InternalFailure", message, status_code=501)
-        serializer = create_serializer(context.service)
+        serializer = create_serializer(context.service, context.protocol)
         return serializer.serialize_error_to_response(
             error, operation, context.request.headers, context.request_id
         )
@@ -209,7 +212,7 @@ def create_exception_response(self, exception: Exception, context: RequestContex
             ).with_traceback(exception.__traceback__)
             context.service_exception = error
 
-        serializer = create_serializer(context.service)  # TODO: serializer cache
+        serializer = create_serializer(context.service, context.protocol)
         return serializer.serialize_error_to_response(
             error, operation, context.request.headers, context.request_id
         )
diff --git a/localstack-core/localstack/aws/protocol/parser.py b/localstack-core/localstack/aws/protocol/parser.py
index e268837d710ac..6a9de886c1334 100644
--- a/localstack-core/localstack/aws/protocol/parser.py
+++ b/localstack-core/localstack/aws/protocol/parser.py
@@ -1266,8 +1266,6 @@ def parse(self, request: Request) -> tuple[OperationModel, Any]:
                 "RPC v2 does not accept 'X-Amz-Target' or 'X-Amzn-Target'. "
                 "Such requests are rejected for security reasons."
             )
-        # TODO: add this special path handling to the ServiceNameParser to allow RPC v2 service to be properly extracted
-        #  path = '/service/{service_name}/operation/{operation_name}'
         # The Smithy RPCv2 CBOR protocol will only use the last four segments of the URL when routing requests.
         rpc_v2_params = request.path.lstrip("/").split("/")
         if len(rpc_v2_params) < 4 or not (
@@ -1580,8 +1578,6 @@ def create_parser(service: ServiceModel, protocol: ProtocolName | None = None) -
         # this is not an "official" protocol defined from the spec, but is derived from ``json``
     }
 
-    # TODO: do we want to add a check if the user-defined protocol is part of the available ones in the ServiceModel?
-    #  or should it be checked once
     service_protocol = protocol or service.protocol
 
     # Try to select a service- and protocol-specific parser implementation
diff --git a/localstack-core/localstack/aws/protocol/serializer.py b/localstack-core/localstack/aws/protocol/serializer.py
index 6f6c08de210ff..ed8b47f6d5544 100644
--- a/localstack-core/localstack/aws/protocol/serializer.py
+++ b/localstack-core/localstack/aws/protocol/serializer.py
@@ -2263,9 +2263,6 @@ def create_serializer(
         #  CBOR handling from JSONResponseParser
         # this is not an "official" protocol defined from the spec, but is derived from ``json``
     }
-    # TODO: even though our Service Name Parser will only use a protocol that is available for the service, we might
-    #  want to verify if the given protocol here is available for that service, in case we are manually calling
-    #  this factory. Revisit once we implement multi-protocol support
     service_protocol = protocol or service.protocol
 
     # Try to select a service- and protocol-specific serializer implementation
@@ -2307,7 +2304,7 @@ def my_route(request: Request):
     def _decorate(fn):
         service_model = load_service(service_name, protocol=protocol)
         operation_model = service_model.operation_model(operation)
-        serializer = create_serializer(service_model)
+        serializer = create_serializer(service_model, protocol=protocol)
 
         def _proxy(*args, **kwargs) -> WerkzeugResponse:
             # extract request from function invocation (decorator can be used for methods as well as for functions).
diff --git a/localstack-core/localstack/aws/protocol/service_router.py b/localstack-core/localstack/aws/protocol/service_router.py
index 5b3768fa882d6..dae3d3101e62c 100644
--- a/localstack-core/localstack/aws/protocol/service_router.py
+++ b/localstack-core/localstack/aws/protocol/service_router.py
@@ -6,9 +6,11 @@
 from werkzeug.http import parse_dict_header
 
 from localstack.aws.spec import (
+    ProtocolName,
     ServiceCatalog,
     ServiceModelIdentifier,
     get_service_catalog,
+    is_protocol_in_service_model_identifier,
 )
 from localstack.http import Request
 from localstack.services.s3.utils import uses_host_addressing
@@ -17,6 +19,23 @@
 
 LOG = logging.getLogger(__name__)
 
+_PROTOCOL_DETECTION_PRIORITY: list[ProtocolName] = [
+    "smithy-rpc-v2-cbor",
+    "json",
+    "query",
+    "ec2",
+    "rest-json",
+    "rest-xml",
+]
+
+
+class ProtocolError(Exception):
+    """
+    Error which is thrown if we cannot detect the protocol for the request.
+    """
+
+    pass
+
 
 class _ServiceIndicators(NamedTuple):
     """
@@ -43,6 +62,7 @@ def _extract_service_indicators(request: Request) -> _ServiceIndicators:
     """Extracts all different fields that might indicate which service a request is targeting."""
     x_amz_target = request.headers.get("x-amz-target")
     authorization = request.headers.get("authorization")
+    is_rpc_v2 = "rpc-v2-cbor" in request.headers.get("Smithy-Protocol", "")
 
     signing_name = None
     if authorization:
@@ -55,7 +75,15 @@ def _extract_service_indicators(request: Request) -> _ServiceIndicators:
         except (ValueError, KeyError):
             LOG.debug("auth header could not be parsed for service routing: %s", authorization)
             pass
-    if x_amz_target:
+    if is_rpc_v2:
+        # https://smithy.io/2.0/additional-specs/protocols/smithy-rpc-v2.html#requests
+        rpc_v2_params = request.path.lstrip("/").split("/")
+        if len(rpc_v2_params) >= 4:
+            *_, service_shape_name, __, operation = rpc_v2_params
+            target_prefix = service_shape_name.split("#")[-1]
+        else:
+            target_prefix, operation = None, None
+    elif x_amz_target:
         if "." in x_amz_target:
             target_prefix, operation = x_amz_target.split(".", 1)
         else:
@@ -67,6 +95,48 @@ def _extract_service_indicators(request: Request) -> _ServiceIndicators:
     return _ServiceIndicators(signing_name, target_prefix, operation, request.host, request.path)
 
 
+def _matches_protocol(request: Request, protocol: ProtocolName) -> bool:
+    headers = request.headers
+    mimetype = request.mimetype.lower()
+    match protocol:
+        case "smithy-rpc-v2-cbor":
+            # Every request for the rpcv2Cbor protocol MUST contain a `Smithy-Protocol` header with the value
+            # of `rpc-v2-cbor`.
+            # https://smithy.io/2.0/additional-specs/protocols/smithy-rpc-v2.html
+            return headers.get("Smithy-Protocol", "") == "rpc-v2-cbor"
+        case "json":
+            return mimetype.startswith("application/x-amz-json")
+        case "query" | "ec2":
+            # https://smithy.io/2.0/aws/protocols/aws-query-protocol.html#request-serialization
+            return (
+                mimetype.startswith("application/x-www-form-urlencoded") or "Action" in request.args
+            )
+        case "rest-xml" | "rest-json":
+            # `rest-json` and `rest-xml` can accept any kind of Content-Type, and it can be configured on the operation
+            # level.
+            # https://smithy.io/2.0/aws/protocols/aws-restjson1-protocol.html
+            return True
+        case _:
+            return False
+
+
+def match_available_protocols(
+    request: Request, available_protocols: list[ProtocolName]
+) -> ProtocolName | None:
+    """
+    Tries to match the current request and determine the protocol used amongst the available protocols given.
+    We use a priority order to try to determine the protocol, as some protocols are more permissive that others.
+    :param request: the incoming request
+    :param available_protocols: the available protocols of the Service the request is directed to
+    :return: the protocol matched, if any
+    """
+    for protocol in _PROTOCOL_DETECTION_PRIORITY:
+        if protocol in available_protocols and _matches_protocol(request, protocol):
+            return protocol
+
+    return None
+
+
 signing_name_path_prefix_rules = {
     # custom rules based on URI path prefixes that are not easily generalizable
     "apigateway": {
@@ -248,10 +318,10 @@ def resolve_conflicts(
         # The `application/x-amz-json-1.0` header is mandatory for requests targeting SQS with the `json` protocol. We
         # can safely route them to the `sqs` JSON parser/serializer. If not present, route the request to the
         # sqs-query protocol.
-        content_type = request.headers.get("Content-Type")
+        protocol = match_available_protocols(request, available_protocols=["json", "query"])
         return (
             ServiceModelIdentifier("sqs")
-            if content_type == "application/x-amz-json-1.0"
+            if protocol == "json"
             else ServiceModelIdentifier("sqs", "query")
         )
 
@@ -266,7 +336,25 @@ def determine_aws_service_model_for_data_plane(
     custom_host_match = custom_host_addressing_rules(request.host)
     if custom_host_match:
         services = services or get_service_catalog()
-        return services.get(*custom_host_match)
+        return services.get(custom_host_match.name, custom_host_match.protocol)
+
+
+def determine_aws_protocol(request: Request, service_model: ServiceModel) -> ProtocolName:
+    if not (protocols := service_model.metadata.get("protocols")):
+        # if the service does not define multiple protocols, return the `protocol` defined for the service
+        return service_model.protocol
+
+    if len(protocols) == 1:
+        return protocols[0]
+
+    if protocol := match_available_protocols(request, available_protocols=protocols):
+        return protocol
+
+    raise ProtocolError(
+        f"Could not determine the protocol for the request: "
+        f"{request.method} {request.path} for the service '{service_model.service_name}' "
+        f"(available protocols: {protocols})"
+    )
 
 
 def determine_aws_service_model(
@@ -287,12 +375,13 @@ def determine_aws_service_model(
         signing_name_candidates = services.by_signing_name(signing_name)
         if len(signing_name_candidates) == 1:
             # a unique signing-name -> service name mapping is the case for ~75% of service operations
-            return services.get(*signing_name_candidates[0])
+            candidate = signing_name_candidates[0]
+            return services.get(candidate.name, candidate.protocol)
 
         # try to find a match with the custom signing name rules
         custom_match = custom_signing_name_rules(signing_name, path)
         if custom_match:
-            return services.get(*custom_match)
+            return services.get(custom_match.name, custom_match.protocol)
 
         # still ambiguous - add the services to the list of candidates
         candidates.update(signing_name_candidates)
@@ -302,33 +391,34 @@ def determine_aws_service_model(
         target_candidates = services.by_target_prefix(target_prefix)
         if len(target_candidates) == 1:
             # a unique target prefix
-            return services.get(*target_candidates[0])
+            candidate = target_candidates[0]
+            return services.get(candidate.name, candidate.protocol)
 
         # still ambiguous - add the services to the list of candidates
         candidates.update(target_candidates)
 
         # exclude services where the operation is not contained in the service spec
         for service_identifier in list(candidates):
-            service = services.get(*service_identifier)
+            service = services.get(service_identifier.name, service_identifier.protocol)
             if operation not in service.operation_names:
                 candidates.remove(service_identifier)
     else:
         # exclude services which have a target prefix (the current request does not have one)
         for service_identifier in list(candidates):
-            service = services.get(*service_identifier)
+            service = services.get(service_identifier.name, service_identifier.protocol)
             if service.metadata.get("targetPrefix") is not None:
                 candidates.remove(service_identifier)
 
     if len(candidates) == 1:
         service_identifier = candidates.pop()
-        return services.get(*service_identifier)
+        return services.get(service_identifier.name, service_identifier.protocol)
 
     # 3. check the path if it is set and not a trivial root path
     if path and path != "/":
         # try to find a match with the custom path rules
         custom_path_match = custom_path_addressing_rules(path)
         if custom_path_match:
-            return services.get(*custom_path_match)
+            return services.get(custom_path_match.name, custom_path_match.protocol)
 
     # 4. check the host (custom host addressing rules)
     if host:
@@ -337,12 +427,14 @@ def determine_aws_service_model(
             # this prevents a virtual host addressed bucket to be wrongly recognized
             if host.startswith(f"{prefix}.") and ".s3." not in host:
                 if len(services_per_prefix) == 1:
-                    return services.get(*services_per_prefix[0])
+                    candidate = services_per_prefix[0]
+                    return services.get(candidate.name, candidate.protocol)
                 candidates.update(services_per_prefix)
 
         custom_host_match = custom_host_addressing_rules(host)
         if custom_host_match:
-            return services.get(*custom_host_match)
+            candidate = custom_host_match[0]
+            return services.get(candidate.name, candidate.protocol)
 
     if request.shallow:
         # from here on we would need access to the request body, which doesn't exist for shallow requests like
@@ -357,21 +449,28 @@ def determine_aws_service_model(
             query_candidates = [
                 service
                 for service in services.by_operation(values["Action"])
-                if service.protocol in ("ec2", "query")
+                if any(
+                    is_protocol_in_service_model_identifier(protocol, service)
+                    for protocol in ("ec2", "query")
+                )
             ]
 
             if len(query_candidates) == 1:
-                return services.get(*query_candidates[0])
+                candidate = query_candidates[0]
+                return services.get(candidate.name, candidate.protocol)
 
             if "Version" in values:
                 for service_identifier in list(query_candidates):
-                    service_model = services.get(*service_identifier)
+                    service_model = services.get(
+                        service_identifier.name, service_identifier.protocol
+                    )
                     if values["Version"] != service_model.api_version:
                         # the combination of Version and Action is not unique, add matches to the candidates
                         query_candidates.remove(service_identifier)
 
             if len(query_candidates) == 1:
-                return services.get(*query_candidates[0])
+                candidate = query_candidates[0]
+                return services.get(candidate.name, candidate.protocol)
 
             candidates.update(query_candidates)
 
@@ -387,15 +486,16 @@ def determine_aws_service_model(
     # 6. resolve service spec conflicts
     resolved_conflict = resolve_conflicts(candidates, request)
     if resolved_conflict:
-        return services.get(*resolved_conflict)
+        return services.get(resolved_conflict.name, resolved_conflict.protocol)
 
     # 7. check the legacy S3 rules in the end
     legacy_match = legacy_s3_rules(request)
     if legacy_match:
-        return services.get(*legacy_match)
+        return services.get(legacy_match.name, legacy_match.protocol)
 
     if signing_name:
         return services.get(name=signing_name)
     if candidates:
-        return services.get(*candidates.pop())
+        candidate = candidates.pop()
+        return services.get(candidate.name, candidate.protocol)
     return None
diff --git a/localstack-core/localstack/aws/skeleton.py b/localstack-core/localstack/aws/skeleton.py
index e72c87cea77e8..2e15595787cb7 100644
--- a/localstack-core/localstack/aws/skeleton.py
+++ b/localstack-core/localstack/aws/skeleton.py
@@ -130,14 +130,16 @@ def __init__(self, service: ServiceModel, implementation: Any | DispatchTable):
             self.dispatch_table = create_dispatch_table(implementation)
 
     def invoke(self, context: RequestContext) -> Response:
-        serializer = create_serializer(context.service)
+        serializer = create_serializer(context.service, context.protocol)
 
         if context.operation and context.service_request:
             # if the parsed request is already set in the context, re-use them
             operation, instance = context.operation, context.service_request
         else:
             # otherwise, parse the incoming HTTPRequest
-            operation, instance = create_parser(context.service).parse(context.request)
+            operation, instance = create_parser(context.service, context.protocol).parse(
+                context.request
+            )
             context.operation = operation
 
         try:
diff --git a/localstack-core/localstack/aws/spec.py b/localstack-core/localstack/aws/spec.py
index f36587240fee0..f6d60dbe5de42 100644
--- a/localstack-core/localstack/aws/spec.py
+++ b/localstack-core/localstack/aws/spec.py
@@ -33,6 +33,7 @@ class ServiceModelIdentifier(NamedTuple):
 
     name: ServiceName
     protocol: ProtocolName | None = None
+    protocols: tuple[ProtocolName] | None = None
 
 
 spec_patches_json = os.path.join(os.path.dirname(__file__), "spec-patches.json")
@@ -114,9 +115,13 @@ def load_service(
     :raises: UnknownServiceProtocolError if the specific protocol of the service cannot be found
     """
     service_description = loader.load_service_model(service, "service-2", version)
+    service_metadata = service_description.get("metadata", {})
+    service_protocols = {service_metadata.get("protocol")}
+    if protocols := service_metadata.get("protocols"):
+        service_protocols.update(protocols)
 
     # check if the protocol is defined, and if so, if the loaded service defines this protocol
-    if protocol is not None and protocol != service_description.get("metadata", {}).get("protocol"):
+    if protocol is not None and protocol not in service_protocols:
         # if the protocol is defined, but not the one of the currently loaded service,
         # check if we already loaded the custom spec based on the naming convention (<service>-<protocol>),
         # f.e. "sqs-query"
@@ -132,7 +137,7 @@ def load_service(
 
     # remove potential protocol names from the service name
     # FIXME add more protocols here if we have to internalize more than just sqs-query
-    # TODO this should not contain specific internalized serivce names
+    # TODO this should not contain specific internalized service names
     service = {"sqs-query": "sqs"}.get(service, service)
     return ServiceModel(service_description, service)
 
@@ -149,6 +154,27 @@ def iterate_service_operations() -> Generator[tuple[ServiceModel, OperationModel
             yield service, service.operation_model(op_name)
 
 
+def is_protocol_in_service_model_identifier(
+    protocol: ProtocolName, service_model_identifier: ServiceModelIdentifier
+) -> bool:
+    """
+    :param protocol: the protocol name to check
+    :param service_model_identifier:
+    :return: boolean to indicate if the protocol is available for that service
+    """
+    protocols = service_model_identifier.protocols or []
+    return protocol in protocols or protocol == service_model_identifier.protocol
+
+
+def get_service_model_identifier(service_model: ServiceModel) -> ServiceModelIdentifier:
+    protocols = service_model.metadata.get("protocols")
+    return ServiceModelIdentifier(
+        name=service_model.service_name,
+        protocol=service_model.protocol,
+        protocols=tuple(protocols) if protocols else None,
+    )
+
+
 @dataclasses.dataclass
 class ServiceCatalogIndex:
     """
@@ -178,9 +204,7 @@ def target_prefix_index(self) -> dict[str, list[ServiceModelIdentifier]]:
             for service_model in service_models:
                 target_prefix = service_model.metadata.get("targetPrefix")
                 if target_prefix:
-                    result[target_prefix].append(
-                        ServiceModelIdentifier(service_model.service_name, service_model.protocol)
-                    )
+                    result[target_prefix].append(get_service_model_identifier(service_model))
         return dict(result)
 
     @cached_property
@@ -189,7 +213,7 @@ def signing_name_index(self) -> dict[str, list[ServiceModelIdentifier]]:
         for service_models in self._services.values():
             for service_model in service_models:
                 result[service_model.signing_name].append(
-                    ServiceModelIdentifier(service_model.service_name, service_model.protocol)
+                    get_service_model_identifier(service_model)
                 )
         return dict(result)
 
@@ -201,11 +225,7 @@ def operations_index(self) -> dict[str, list[ServiceModelIdentifier]]:
                 operations = service_model.operation_names
                 if operations:
                     for operation in operations:
-                        result[operation].append(
-                            ServiceModelIdentifier(
-                                service_model.service_name, service_model.protocol
-                            )
-                        )
+                        result[operation].append(get_service_model_identifier(service_model))
         return dict(result)
 
     @cached_property
@@ -214,7 +234,7 @@ def endpoint_prefix_index(self) -> dict[str, list[ServiceModelIdentifier]]:
         for service_models in self._services.values():
             for service_model in service_models:
                 result[service_model.endpoint_prefix].append(
-                    ServiceModelIdentifier(service_model.service_name, service_model.protocol)
+                    get_service_model_identifier(service_model)
                 )
         return dict(result)
 
diff --git a/localstack-core/localstack/services/apigateway/next_gen/execute_api/integrations/aws.py b/localstack-core/localstack/services/apigateway/next_gen/execute_api/integrations/aws.py
index 6ad97a1a067bf..16a79b7e077af 100644
--- a/localstack-core/localstack/services/apigateway/next_gen/execute_api/integrations/aws.py
+++ b/localstack-core/localstack/services/apigateway/next_gen/execute_api/integrations/aws.py
@@ -211,6 +211,9 @@ def invoke(self, context: RestApiInvocationContext) -> EndpointResponse:
             action = parsed_uri["path"]
 
             if target := self.get_action_service_target(service_name, action):
+                # TODO: properly implement the auto-`Content-Type` headers depending on the service protocol
+                #  e.g. `x-amz-json-1.0` for DynamoDB
+                #  this is needed to properly support multi-protocol
                 headers["X-Amz-Target"] = target
 
             query_params["Action"] = action
diff --git a/localstack-core/localstack/services/sqs/query_api.py b/localstack-core/localstack/services/sqs/query_api.py
index 0b76176c1294b..83bd0532ab547 100644
--- a/localstack-core/localstack/services/sqs/query_api.py
+++ b/localstack-core/localstack/services/sqs/query_api.py
@@ -35,7 +35,7 @@
 
 service = load_service("sqs-query")
 parser = create_parser(service)
-serializer = create_serializer(service)
+serializer = create_serializer(service, "query")
 
 
 @route(
diff --git a/tests/unit/aws/test_service_router.py b/tests/unit/aws/test_service_router.py
index 8a7c6f8722892..2b82a579b18bf 100644
--- a/tests/unit/aws/test_service_router.py
+++ b/tests/unit/aws/test_service_router.py
@@ -6,13 +6,40 @@
 from botocore.awsrequest import AWSRequest, create_request_object
 from botocore.config import Config
 from botocore.model import OperationModel, ServiceModel, Shape, StructureShape
+from botocore.serialize import create_serializer
 
-from localstack.aws.protocol.service_router import determine_aws_service_model
+from localstack.aws.protocol.service_router import (
+    ProtocolError,
+    determine_aws_protocol,
+    determine_aws_service_model,
+    match_available_protocols,
+)
 from localstack.aws.spec import get_service_catalog
 from localstack.http import Request
 from localstack.utils.run import to_str
 
 
+@pytest.fixture
+def get_aws_client_for_protocol(aws_client_factory, monkeypatch):
+    def _create_client(service_name: str, protocol: str):
+        client = aws_client_factory.get_client(
+            service_name,
+            config=Config(
+                connect_timeout=1_000,
+                read_timeout=1_000,
+                retries={"total_max_attempts": 1},
+                parameter_validation=False,
+                user_agent="aws-cli/1.33.7",
+            ),
+        )
+        # TODO: we should come up with a better way to create a protocol-aware client
+        protocol_serializer = create_serializer(protocol_name=protocol, include_validation=False)
+        monkeypatch.setattr(client, "_serializer", protocol_serializer)
+        return client
+
+    yield _create_client
+
+
 def _collect_operations() -> tuple[ServiceModel, OperationModel]:
     """
     Collects all service<>operation combinations to test.
@@ -20,88 +47,93 @@ def _collect_operations() -> tuple[ServiceModel, OperationModel]:
     service_catalog = get_service_catalog()
     for service_name in service_catalog.service_names:
         service = service_catalog.get(service_name)
-        for operation_name in service.operation_names:
-            # FIXME try to support more and more services, get these exclusions down!
-            # Exclude all operations for the following, currently _not_ supported services
-            if service.service_name in [
-                "bedrock-agent",
-                "bedrock-agentcore",
-                "bedrock-agentcore-control",
-                "bedrock-agent-runtime",
-                "bedrock-data-automation",
-                "bedrock-data-automation-runtime",
-                "chime",
-                "chime-sdk-identity",
-                "chime-sdk-media-pipelines",
-                "chime-sdk-meetings",
-                "chime-sdk-messaging",
-                "chime-sdk-voice",
-                "codecatalyst",
-                "connect",
-                "connect-contact-lens",
-                "connectcampaigns",
-                "connectcampaignsv2",
-                "greengrassv2",
-                "iot1click",
-                "iot1click-devices",
-                "iot1click-projects",
-                "ivs",
-                "ivs-realtime",
-                "kinesis-video-archived",
-                "kinesis-video-archived-media",
-                "kinesis-video-media",
-                "kinesis-video-signaling",
-                "kinesis-video-webrtc-storage",
-                "kinesisvideo",
-                "lex-models",
-                "lex-runtime",
-                "lexv2-models",
-                "lexv2-runtime",
-                "mailmanager",
-                "marketplace-catalog",
-                "marketplace-deployment",
-                "marketplace-reporting",
-                "personalize",
-                "personalize-events",
-                "personalize-runtime",
-                "pinpoint-sms-voice",
-                "qconnect",
-                "sagemaker-edge",
-                "sagemaker-featurestore-runtime",
-                "sagemaker-metrics",
-                "sms-voice",
-                "sso",
-                "sso-oidc",
-                "wisdom",
-                "workdocs",
-            ]:
-                yield pytest.param(
-                    service,
-                    service.protocol,
-                    service.operation_model(operation_name),
-                    marks=pytest.mark.skip(
-                        reason=f"{service.service_name} is currently not supported by the service router"
-                    ),
-                )
-            # Exclude services / operations which have ambiguities and where the service routing needs to resolve those
-            elif (
-                service.service_name in ["docdb", "neptune"]  # maps to rds
-                or service.service_name in "timestream-write"  # maps to timestream-query
-                or (
-                    service.service_name == "sesv2"
-                    and operation_name == "PutEmailIdentityDkimSigningAttributes"
-                )
-            ):
-                yield pytest.param(
-                    service,
-                    service.protocol,
-                    service.operation_model(operation_name),
-                    marks=pytest.mark.skip(
-                        reason=f"{service.service_name} may differ due to ambiguities in the service specs"
-                    ),
-                )
-            else:
-                yield service, service.protocol, service.operation_model(operation_name)
+        service_protocols = {service.protocol}
+        if protocols := service.metadata.get("protocols"):
+            service_protocols.update(protocols)
+
+        for service_protocol in sorted(service_protocols):
+            for operation_name in service.operation_names:
+                # FIXME try to support more and more services, get these exclusions down!
+                # Exclude all operations for the following, currently _not_ supported services
+                if service.service_name in [
+                    "bedrock-agent",
+                    "bedrock-agentcore",
+                    "bedrock-agentcore-control",
+                    "bedrock-agent-runtime",
+                    "bedrock-data-automation",
+                    "bedrock-data-automation-runtime",
+                    "chime",
+                    "chime-sdk-identity",
+                    "chime-sdk-media-pipelines",
+                    "chime-sdk-meetings",
+                    "chime-sdk-messaging",
+                    "chime-sdk-voice",
+                    "codecatalyst",
+                    "connect",
+                    "connect-contact-lens",
+                    "connectcampaigns",
+                    "connectcampaignsv2",
+                    "greengrassv2",
+                    "iot1click",
+                    "iot1click-devices",
+                    "iot1click-projects",
+                    "ivs",
+                    "ivs-realtime",
+                    "kinesis-video-archived",
+                    "kinesis-video-archived-media",
+                    "kinesis-video-media",
+                    "kinesis-video-signaling",
+                    "kinesis-video-webrtc-storage",
+                    "kinesisvideo",
+                    "lex-models",
+                    "lex-runtime",
+                    "lexv2-models",
+                    "lexv2-runtime",
+                    "mailmanager",
+                    "marketplace-catalog",
+                    "marketplace-deployment",
+                    "marketplace-reporting",
+                    "personalize",
+                    "personalize-events",
+                    "personalize-runtime",
+                    "pinpoint-sms-voice",
+                    "qconnect",
+                    "sagemaker-edge",
+                    "sagemaker-featurestore-runtime",
+                    "sagemaker-metrics",
+                    "sms-voice",
+                    "sso",
+                    "sso-oidc",
+                    "wisdom",
+                    "workdocs",
+                ]:
+                    yield pytest.param(
+                        service,
+                        service_protocol,
+                        service.operation_model(operation_name),
+                        marks=pytest.mark.skip(
+                            reason=f"{service.service_name} is currently not supported by the service router"
+                        ),
+                    )
+                # Exclude services / operations which have ambiguities and where the service routing needs to resolve those
+                elif (
+                    service.service_name in ["docdb", "neptune"]  # maps to rds
+                    or service.service_name in "timestream-write"  # maps to timestream-query
+                    or (
+                        service.service_name == "sesv2"
+                        and operation_name == "PutEmailIdentityDkimSigningAttributes"
+                    )
+                ):
+                    yield pytest.param(
+                        service,
+                        service_protocol,
+                        service.operation_model(operation_name),
+                        marks=pytest.mark.skip(
+                            reason=f"{service.service_name} may differ due to ambiguities in the service specs"
+                        ),
+                    )
+                else:
+                    yield service, service_protocol, service.operation_model(operation_name)
 
 
 def _botocore_request_to_localstack_request(request_object: AWSRequest) -> Request:
@@ -161,7 +193,11 @@ def _generate_test_name(param: Any):
     ids=_generate_test_name,
 )
 def test_service_router_works_for_every_service(
-    service: ServiceModel, protocol: str, operation: OperationModel, caplog, aws_client_factory
+    service: ServiceModel,
+    protocol: str,
+    operation: OperationModel,
+    caplog,
+    get_aws_client_for_protocol,
 ):
     caplog.set_level("CRITICAL", "botocore")
 
@@ -174,16 +210,7 @@ def test_service_router_works_for_every_service(
     )
 
     # Create a dummy request for the service router
-    client = aws_client_factory.get_client(
-        service_name,
-        config=Config(
-            connect_timeout=1_000,
-            read_timeout=1_000,
-            retries={"total_max_attempts": 1},
-            parameter_validation=False,
-            user_agent="aws-cli/1.33.7",
-        ),
-    )
+    client = get_aws_client_for_protocol(service_name, protocol)
 
     request_context = {
         "client_region": client.meta.region_name,
@@ -205,10 +232,11 @@ def test_service_router_works_for_every_service(
 
     # Execute the service router
     detected_service_model = determine_aws_service_model(request)
+    detected_service_protocol = determine_aws_protocol(request, detected_service_model)
 
-    # Make sure the detected service is the same as the one we generated the request for
+    # Make sure the detected service and protocol are the same as the one we generated the request for
     assert detected_service_model.service_name == service.service_name
-    assert detected_service_model.protocol == service.protocol
+    assert detected_service_protocol == protocol
 
 
 def test_endpoint_prefix_based_routing():
@@ -265,3 +293,78 @@ def test_endpoint_prefix_based_routing_for_sqs():
     )
     assert detected_service_model.service_name == "sqs"
     assert detected_service_model.protocol == "json"
+
+
+def test_multi_protocols_detection():
+    rpc_v2_request = Request(
+        method="POST",
+        path="/service/ArcRegionSwitch/operation/ListPlans",
+        headers={
+            "Host": "localhost.localstack.cloud",
+            "Smithy-Protocol": "rpc-v2-cbor",
+            "Content-Type": "application/cbor",
+        },
+    )
+
+    detected_service_model = determine_aws_service_model(rpc_v2_request)
+    assert detected_service_model.service_name == "arc-region-switch"
+    assert detected_service_model.protocol == "smithy-rpc-v2-cbor"
+
+    detected_protocol = determine_aws_protocol(rpc_v2_request, detected_service_model)
+    assert detected_protocol == "smithy-rpc-v2-cbor"
+
+    # test explicitly with JSON
+    json_request = Request(
+        method="POST",
+        path="/",
+        headers={
+            "Host": "localhost.localstack.cloud",
+            "X-Amz-Target": "ArcRegionSwitch.ListPlans",
+            "Content-Type": "application/x-amz-json-1.0",
+        },
+    )
+
+    detected_service_model = determine_aws_service_model(json_request)
+    assert detected_service_model.service_name == "arc-region-switch"
+    # the default service model protocol is still RPC v2 CBOR
+    assert detected_service_model.protocol == "smithy-rpc-v2-cbor"
+
+    detected_protocol = determine_aws_protocol(json_request, detected_service_model)
+    assert detected_protocol == "json"
+
+
+def test_multi_protocols_detection_error():
+    bad_request = Request(
+        method="POST",
+        path="/",
+        headers={
+            "Host": "localhost.localstack.cloud",
+            "X-Amz-Target": "ArcRegionSwitch.ListPlans",
+        },
+    )
+
+    detected_service_model = determine_aws_service_model(bad_request)
+    assert detected_service_model.service_name == "arc-region-switch"
+    # the default service model protocol is still RPC v2 CBOR
+    assert detected_service_model.protocol == "smithy-rpc-v2-cbor"
+
+    with pytest.raises(ProtocolError):
+        determine_aws_protocol(bad_request, detected_service_model)
+
+
+def test_query_protocol_detection_with_empty_body():
+    sns_request = Request(
+        method="POST",
+        path="/",
+        headers={
+            "Host": "localhost.localstack.cloud",
+        },
+        query_string="Action=ConfirmSubscription&TopicArn=bad_arn&Token=token",
+    )
+
+    detected_service_model = determine_aws_service_model(sns_request)
+    assert detected_service_model.service_name == "sns"
+    assert detected_service_model.protocol == "query"
+
+    # we set wrong protocol here just to verify we can match `query` even if we don't have the Content-Type
+    assert match_available_protocols(sns_request, ["query", "json"])

From 08090636f9125044d5a2dd8e62feb690078a1d7d Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Fri, 19 Sep 2025 14:17:20 +0200
Subject: [PATCH 226/697] ASF/CloudWatch: add support for multi-protocols
 (#13161)

---
 .../localstack/aws/api/cloudwatch/__init__.py |   2 +-
 localstack-core/localstack/aws/client.py      |   9 +-
 localstack-core/localstack/aws/forwarder.py   |  57 +++++-
 .../localstack/aws/handlers/analytics.py      |   2 +-
 .../localstack/aws/handlers/service.py        |   4 +-
 .../localstack/aws/protocol/parser.py         |  14 +-
 .../localstack/aws/protocol/serializer.py     |   4 +
 .../localstack/aws/spec-patches.json          |  38 ++++
 .../services/apigateway/legacy/provider.py    |   1 +
 .../services/cloudwatch/provider_v2.py        |   2 +-
 localstack-core/localstack/services/moto.py   |   1 +
 localstack-core/localstack/utils/time.py      |  11 +-
 .../services/cloudwatch/test_cloudwatch.py    | 113 ++++++++++++
 .../cloudwatch/test_cloudwatch.snapshot.json  | 111 +++++++++++
 .../test_cloudwatch.validation.json           |  27 +++
 tests/aws/services/cloudwatch/utils.py        | 174 ++++++++++++++++++
 tests/aws/test_moto.py                        |  66 ++++---
 tests/unit/aws/handlers/test_analytics.py     |  18 +-
 .../aws/handlers/test_response_enrichment.py  |   4 +-
 tests/unit/aws/handlers/test_service.py       |  27 ++-
 tests/unit/aws/protocol/test_parser.py        |   4 +-
 .../aws/protocol/test_parser.snapshot.json    |   8 +-
 .../aws/protocol/test_parser.validation.json  |  23 ---
 tests/unit/aws/test_mocking.py                |   2 +-
 tests/unit/test_common.py                     |  19 +-
 25 files changed, 653 insertions(+), 88 deletions(-)
 create mode 100644 tests/aws/services/cloudwatch/utils.py
 delete mode 100644 tests/unit/aws/protocol/test_parser.validation.json

diff --git a/localstack-core/localstack/aws/api/cloudwatch/__init__.py b/localstack-core/localstack/aws/api/cloudwatch/__init__.py
index f038e8af7ede0..5739823f29805 100644
--- a/localstack-core/localstack/aws/api/cloudwatch/__init__.py
+++ b/localstack-core/localstack/aws/api/cloudwatch/__init__.py
@@ -218,7 +218,7 @@ class ConcurrentModificationException(ServiceException):
 class ConflictException(ServiceException):
     code: str = "ConflictException"
     sender_fault: bool = False
-    status_code: int = 400
+    status_code: int = 409
 
 
 class DashboardValidationMessage(TypedDict, total=False):
diff --git a/localstack-core/localstack/aws/client.py b/localstack-core/localstack/aws/client.py
index b372d8c2f5914..3077592ef11cb 100644
--- a/localstack-core/localstack/aws/client.py
+++ b/localstack-core/localstack/aws/client.py
@@ -21,6 +21,7 @@
 from .api import CommonServiceException, RequestContext, ServiceException, ServiceResponse
 from .connect import get_service_endpoint
 from .gateway import Gateway
+from .spec import ProtocolName
 
 LOG = logging.getLogger(__name__)
 
@@ -284,13 +285,17 @@ def _patch_botocore_endpoint_in_memory():
 
 
 def parse_response(
-    operation: OperationModel, response: Response, include_response_metadata: bool = True
+    operation: OperationModel,
+    protocol: ProtocolName,
+    response: Response,
+    include_response_metadata: bool = True,
 ) -> ServiceResponse:
     """
     Parses an HTTP Response object into an AWS response object using botocore. It does this by adapting the
     procedure of ``botocore.endpoint.convert_to_response_dict`` to work with Werkzeug's server-side response object.
 
     :param operation: the operation of the original request
+    :param protocol: the protocol of the original request
     :param response: the HTTP response object containing the response of the operation
     :param include_response_metadata: True if the ResponseMetadata (typical for boto response dicts) should be included
     :return: a parsed dictionary as it is returned by botocore
@@ -322,7 +327,7 @@ def parse_response(
             timestamp_parser=_cbor_timestamp_parser, blob_parser=_cbor_blob_parser
         )
 
-    parser = factory.create_parser(operation.service_model.protocol)
+    parser = factory.create_parser(protocol)
     parsed_response = parser.parse(response_dict, operation.output_shape)
 
     if response.status_code >= 301:
diff --git a/localstack-core/localstack/aws/forwarder.py b/localstack-core/localstack/aws/forwarder.py
index f368f3f1ebce9..b0f64817587da 100644
--- a/localstack-core/localstack/aws/forwarder.py
+++ b/localstack-core/localstack/aws/forwarder.py
@@ -8,6 +8,8 @@
 
 from botocore.awsrequest import AWSPreparedRequest, prepare_request_dict
 from botocore.config import Config as BotoConfig
+from botocore.model import OperationModel
+from botocore.serialize import create_serializer
 from werkzeug.datastructures import Headers
 
 from localstack.aws.api.core import (
@@ -19,7 +21,7 @@
 from localstack.aws.client import create_http_request, parse_response, raise_service_exception
 from localstack.aws.connect import connect_to
 from localstack.aws.skeleton import DispatchTable, create_dispatch_table
-from localstack.aws.spec import load_service
+from localstack.aws.spec import ProtocolName, load_service
 from localstack.constants import AWS_REGION_US_EAST_1
 from localstack.http import Response
 from localstack.http.proxy import Proxy
@@ -79,7 +81,7 @@ def forward(
         if not self.parse_response:
             return http_response
         parsed_response = parse_response(
-            context.operation, http_response, self.include_response_metadata
+            context.operation, context.protocol, http_response, self.include_response_metadata
         )
         raise_service_exception(http_response, parsed_response)
         return parsed_response
@@ -90,6 +92,7 @@ def new_request_context(self, original: RequestContext, service_request: Service
             action=original.operation.name,
             parameters=service_request,
             region=original.region,
+            protocol=original.protocol,
         )
         # update the newly created context with non-payload specific request headers (the payload can differ from
         # the original request, f.e. it could be JSON encoded now while the initial request was CBOR encoded)
@@ -184,7 +187,9 @@ def dispatch_to_backend(
     :raises ServiceException: if the dispatcher returned an error response
     """
     http_response = http_request_dispatcher(context)
-    parsed_response = parse_response(context.operation, http_response, include_response_metadata)
+    parsed_response = parse_response(
+        context.operation, context.protocol, http_response, include_response_metadata
+    )
     raise_service_exception(http_response, parsed_response)
     return parsed_response
 
@@ -196,6 +201,7 @@ def dispatch_to_backend(
 def create_aws_request_context(
     service_name: str,
     action: str,
+    protocol: ProtocolName = None,
     parameters: Mapping[str, Any] = None,
     region: str = None,
     endpoint_url: str | None = None,
@@ -210,6 +216,7 @@ def create_aws_request_context(
 
     :param service_name: the AWS service
     :param action: the action to invoke
+    :param protocol: the protocol to use
     :param parameters: the invocation parameters
     :param region: the region name (default is us-east-1)
     :param endpoint_url: the endpoint to call (defaults to localstack)
@@ -222,6 +229,8 @@ def create_aws_request_context(
 
     service = load_service(service_name)
     operation = service.operation_model(action)
+    # TODO: remove this once every usage upstream has been removed
+    protocol = protocol or service.resolved_protocol
 
     # we re-use botocore internals here to serialize the HTTP request,
     # but deactivate validation (validation errors should be handled by the backend)
@@ -243,8 +252,14 @@ def create_aws_request_context(
         endpoint_url = "http://localhost.localstack.cloud"
     # pre-process the request args (some params are modified using botocore event handlers)
     parameters = client._emit_api_params(parameters, operation, request_context)
-    request_dict = client._convert_to_request_dict(
-        parameters, operation, endpoint_url, context=request_context
+
+    request_dict = _convert_to_request_dict_with_protocol(
+        client=client,
+        protocol=protocol,
+        api_params=parameters,
+        operation_model=operation,
+        endpoint_url=endpoint_url,
+        context=request_context,
     )
 
     if auth_path := request_dict.get("auth_path"):
@@ -266,7 +281,39 @@ def create_aws_request_context(
     context = RequestContext(request=create_http_request(aws_request))
     context.service = service
     context.operation = operation
+    context.protocol = protocol
     context.region = region
     context.service_request = parameters
 
     return context
+
+
+def _convert_to_request_dict_with_protocol(
+    client,
+    protocol: ProtocolName,
+    api_params: dict,
+    operation_model: OperationModel,
+    endpoint_url: str,
+    context: dict,
+    set_user_agent_header: bool = True,
+) -> dict:
+    """
+    This function is taken from botocore Client._convert_to_request_dict, but we are overriding the serializer
+    Botocore does not expose a way to create a client with a specific protocol, but we need this functionality
+    to support multi-protocols.
+    """
+    serializer = create_serializer(protocol, include_validation=False)
+    request_dict = serializer.serialize_to_request(api_params, operation_model)
+    if not client._client_config.inject_host_prefix:
+        request_dict.pop("host_prefix", None)
+    if set_user_agent_header:
+        user_agent = client._user_agent_creator.to_string()
+    else:
+        user_agent = None
+    prepare_request_dict(
+        request_dict,
+        endpoint_url=endpoint_url,
+        user_agent=user_agent,
+        context=context,
+    )
+    return request_dict
diff --git a/localstack-core/localstack/aws/handlers/analytics.py b/localstack-core/localstack/aws/handlers/analytics.py
index b0cbada8b1e17..a824b4a9b24d2 100644
--- a/localstack-core/localstack/aws/handlers/analytics.py
+++ b/localstack-core/localstack/aws/handlers/analytics.py
@@ -60,7 +60,7 @@ def _get_err_type(self, context: RequestContext, response: Response) -> str | No
             if context.service_exception:
                 return context.service_exception.code
 
-            response = parse_response(context.operation, response)
+            response = parse_response(context.operation, context.protocol, response)
             return response["Error"]["Code"]
         except Exception:
             if config.DEBUG_ANALYTICS:
diff --git a/localstack-core/localstack/aws/handlers/service.py b/localstack-core/localstack/aws/handlers/service.py
index 40dbbb70e080c..4009f720386c7 100644
--- a/localstack-core/localstack/aws/handlers/service.py
+++ b/localstack-core/localstack/aws/handlers/service.py
@@ -255,7 +255,9 @@ def __call__(self, chain: HandlerChain, context: RequestContext, response: Respo
             return
 
         # in this case we need to parse the raw response
-        parsed = parse_response(context.operation, response, include_response_metadata=False)
+        parsed = parse_response(
+            context.operation, context.protocol, response, include_response_metadata=False
+        )
         if service_exception := parse_service_exception(response, parsed):
             context.service_exception = service_exception
         else:
diff --git a/localstack-core/localstack/aws/protocol/parser.py b/localstack-core/localstack/aws/protocol/parser.py
index 6a9de886c1334..2d0c000193db1 100644
--- a/localstack-core/localstack/aws/protocol/parser.py
+++ b/localstack-core/localstack/aws/protocol/parser.py
@@ -359,13 +359,11 @@ def _timestamp_iso8601(date_string: str) -> datetime.datetime:
 
     @staticmethod
     def _timestamp_unixtimestamp(timestamp_string: str) -> datetime.datetime:
-        dt = datetime.datetime.fromtimestamp(int(timestamp_string), tz=datetime.UTC)
-        return dt.replace(tzinfo=None)
+        return datetime.datetime.fromtimestamp(int(timestamp_string), tz=datetime.UTC)
 
     @staticmethod
     def _timestamp_unixtimestampmillis(timestamp_string: str) -> datetime.datetime:
-        dt = datetime.datetime.fromtimestamp(float(timestamp_string) / 1000, tz=datetime.UTC)
-        return dt.replace(tzinfo=None)
+        return datetime.datetime.fromtimestamp(float(timestamp_string) / 1000, tz=datetime.UTC)
 
     @staticmethod
     def _timestamp_rfc822(datetime_string: str) -> datetime.datetime:
@@ -1168,6 +1166,14 @@ def _parse_type_simple_and_float(
     def _parse_blob(self, _, __, node: bytes, ___) -> bytes:
         return node
 
+    @_text_content
+    def _parse_timestamp(
+        self, _, shape: Shape, node: datetime.datetime | str, ___
+    ) -> datetime.datetime:
+        if isinstance(node, datetime.datetime):
+            return node
+        return super()._parse_timestamp(_, shape, node, ___)
+
     # This helper method is intended for use when parsing indefinite length items.
     # It does nothing if the next byte is not the break code.  If the next byte is
     # the break code, it advances past that byte and returns True so the calling
diff --git a/localstack-core/localstack/aws/protocol/serializer.py b/localstack-core/localstack/aws/protocol/serializer.py
index ed8b47f6d5544..9be90635d77a8 100644
--- a/localstack-core/localstack/aws/protocol/serializer.py
+++ b/localstack-core/localstack/aws/protocol/serializer.py
@@ -1773,6 +1773,8 @@ def _serialize_body_params(
         mime_type: str,
         request_id: str,
     ) -> bytes | None:
+        if shape is None:
+            return b""
         body = bytearray()
         self._serialize_data_item(body, params, shape)
         return bytes(body)
@@ -1839,6 +1841,8 @@ def _serialize_body_params(
         mime_type: str,
         request_id: str,
     ) -> bytes | None:
+        if shape is None:
+            return b""
         body = bytearray()
         self._serialize_data_item(body, params, shape)
         return bytes(body)
diff --git a/localstack-core/localstack/aws/spec-patches.json b/localstack-core/localstack/aws/spec-patches.json
index 37cc8a5c27001..c1ebb922cfb38 100644
--- a/localstack-core/localstack/aws/spec-patches.json
+++ b/localstack-core/localstack/aws/spec-patches.json
@@ -1352,5 +1352,43 @@
       "path": "/operations/CreateApiMapping/http/responseCode",
       "value": 200
     }
+  ],
+  "cloudwatch/2010-08-01/service-2": [
+    {
+      "op": "add",
+      "path": "/metadata/awsQueryCompatible",
+      "value": {}
+    },
+    {
+      "op": "add",
+      "path": "/metadata/jsonVersion",
+      "value": "1.0"
+    },
+    {
+      "op": "add",
+      "path": "/metadata/targetPrefix",
+      "value": "GraniteServiceVersion20100801"
+    },
+    {
+      "op": "replace",
+      "path": "/metadata/protocol",
+      "value": "smithy-rpc-v2-cbor"
+    },
+    {
+      "op": "replace",
+      "path": "/metadata/protocols",
+      "value": [
+        "smithy-rpc-v2-cbor",
+        "json",
+        "query"
+      ]
+    },
+    {
+      "op": "add",
+      "path": "/shapes/ConflictException/error",
+      "value": {
+        "httpStatusCode": 409
+      }
+    }
   ]
 }
diff --git a/localstack-core/localstack/services/apigateway/legacy/provider.py b/localstack-core/localstack/services/apigateway/legacy/provider.py
index da5a2dd29623d..31b42e6e171fe 100644
--- a/localstack-core/localstack/services/apigateway/legacy/provider.py
+++ b/localstack-core/localstack/services/apigateway/legacy/provider.py
@@ -2977,6 +2977,7 @@ def create_custom_context(
     ctx = create_aws_request_context(
         service_name=context.service.service_name,
         action=action,
+        protocol=context.service.protocol,
         parameters=parameters,
         region=context.region,
     )
diff --git a/localstack-core/localstack/services/cloudwatch/provider_v2.py b/localstack-core/localstack/services/cloudwatch/provider_v2.py
index b571f950786bc..730600c2db255 100644
--- a/localstack-core/localstack/services/cloudwatch/provider_v2.py
+++ b/localstack-core/localstack/services/cloudwatch/provider_v2.py
@@ -280,7 +280,7 @@ def get_metric_data(
             timestamp_value_dicts = [
                 {
                     "Timestamp": timestamp,
-                    "Value": value,
+                    "Value": float(value),
                 }
                 for timestamp, value in zip(timestamps, values, strict=False)
             ]
diff --git a/localstack-core/localstack/services/moto.py b/localstack-core/localstack/services/moto.py
index 130c3e7857459..ebc21b7684459 100644
--- a/localstack-core/localstack/services/moto.py
+++ b/localstack-core/localstack/services/moto.py
@@ -66,6 +66,7 @@ def call_moto_with_request(
         action=context.operation.name,
         parameters=service_request,
         region=context.region,
+        protocol=context.protocol,
     )
     # we keep the headers from the original request, but override them with the ones created from the `service_request`
     headers = copy.deepcopy(context.request.headers)
diff --git a/localstack-core/localstack/utils/time.py b/localstack-core/localstack/utils/time.py
index 3ab8804febd90..ce0d7f402770d 100644
--- a/localstack-core/localstack/utils/time.py
+++ b/localstack-core/localstack/utils/time.py
@@ -1,6 +1,7 @@
 import time
 from datetime import date, datetime, timezone, tzinfo
 from typing import Optional
+from zoneinfo import ZoneInfo
 
 TIMESTAMP_FORMAT = "%Y-%m-%dT%H:%M:%S"
 TIMESTAMP_FORMAT_TZ = "%Y-%m-%dT%H:%M:%SZ"
@@ -42,6 +43,11 @@ def epoch_timestamp() -> float:
 
 
 def parse_timestamp(ts_str: str) -> datetime:
+    """
+    Parse the incoming date string into a timezone aware datetime object
+    :param ts_str:
+    :return:
+    """
     for ts_format in [
         TIMESTAMP_FORMAT,
         TIMESTAMP_FORMAT_TZ,
@@ -49,7 +55,10 @@ def parse_timestamp(ts_str: str) -> datetime:
         TIMESTAMP_READABLE_FORMAT,
     ]:
         try:
-            return datetime.strptime(ts_str, ts_format)
+            value = datetime.strptime(ts_str, ts_format)
+            if value.tzinfo is None:
+                value = value.replace(tzinfo=ZoneInfo("UTC"))
+            return value
         except ValueError:
             pass
     raise Exception(f"Unable to parse timestamp string with any known formats: {ts_str}")
diff --git a/tests/aws/services/cloudwatch/test_cloudwatch.py b/tests/aws/services/cloudwatch/test_cloudwatch.py
index 5bb37ac24e57c..3d17fde60f70a 100644
--- a/tests/aws/services/cloudwatch/test_cloudwatch.py
+++ b/tests/aws/services/cloudwatch/test_cloudwatch.py
@@ -24,6 +24,8 @@
 from localstack.utils.common import retry, short_uid, to_str
 from localstack.utils.sync import poll_condition, wait_until
 
+from .utils import get_cloudwatch_client
+
 if TYPE_CHECKING:
     from mypy_boto3_logs import CloudWatchLogsClient
 PUBLICATION_RETRIES = 5
@@ -2934,6 +2936,117 @@ def test_invalid_amount_of_datapoints(self, aws_client, snapshot):
         snapshot.match("get-metric-statitics", response)
 
 
+class TestCloudWatchMultiProtocol:
+    # TODO: run the whole test suite with all available protocols
+
+    @pytest.fixture
+    def cloudwatch_http_client(self, region_name, aws_http_client_factory):
+        def _create_client(protocol: str):
+            return get_cloudwatch_client(
+                client_factory=aws_http_client_factory, region=region_name, protocol=protocol
+            )
+
+        return _create_client
+
+    @markers.aws.validated
+    @pytest.mark.parametrize("protocol", ["json", "smithy-rpc-v2-cbor", "query"])
+    @markers.snapshot.skip_snapshot_verify(
+        paths=[
+            # LogAlarms is not defined in the Boto specs anywhere, but is returned in raw responses (deprecated?)
+            "$.describe-alarms..LogAlarms",
+        ]
+    )
+    def test_basic_operations_multiple_protocols(
+        self, cloudwatch_http_client, aws_client, snapshot, protocol
+    ):
+        if is_old_provider() and protocol != "query":
+            pytest.skip(
+                "Skipping as Moto does not support any other protocol than `query` for CloudWatch for now"
+            )
+        snapshot.add_transformer(snapshot.transform.key_value("Label"))
+        http_client = cloudwatch_http_client(protocol)
+        response = http_client.post(
+            "DescribeAlarms",
+            payload={},
+        )
+        snapshot.match("describe-alarms", response)
+
+        namespace1 = f"test/{short_uid()}"
+        namespace2 = f"test/{short_uid()}"
+        now = datetime.now(tz=UTC).replace(microsecond=0)
+        start_time = now - timedelta(minutes=1)
+        end_time = now + timedelta(minutes=5)
+
+        parameters = [
+            {
+                "Namespace": namespace1,
+                "MetricData": [{"MetricName": "someMetric", "Value": 23}],
+            },
+            {
+                "Namespace": namespace1,
+                "MetricData": [{"MetricName": "someMetric", "Value": 18}],
+            },
+            {
+                "Namespace": namespace2,
+                "MetricData": [{"MetricName": "ug", "Value": 23, "Timestamp": now}],
+            },
+        ]
+        for index, input_values in enumerate(parameters):
+            response = http_client.post_raw(
+                operation="PutMetricData",
+                payload=input_values,
+            )
+            assert response.status_code == 200
+
+        get_metric_input = {
+            "MetricDataQueries": [
+                {
+                    "Id": "some",
+                    "MetricStat": {
+                        "Metric": {
+                            "Namespace": namespace1,
+                            "MetricName": "someMetric",
+                        },
+                        "Period": 60,
+                        "Stat": "Sum",
+                    },
+                },
+                {
+                    "Id": "part",
+                    "MetricStat": {
+                        "Metric": {"Namespace": namespace2, "MetricName": "ug"},
+                        "Period": 60,
+                        "Stat": "Sum",
+                    },
+                },
+            ],
+            "StartTime": start_time,
+            "EndTime": end_time,
+        }
+
+        def _get_metric_data_sum():
+            # we can use the default AWS Client here, it is for the retries
+            _response = aws_client.cloudwatch.get_metric_data(**get_metric_input)
+            assert len(_response["MetricDataResults"]) == 2
+
+            for _data_metric in _response["MetricDataResults"]:
+                # TODO: there's an issue in the implementation of the service here.
+                #  The returned timestamps should have the seconds set to 0
+                if _data_metric["Id"] == "some":
+                    assert sum(_data_metric["Values"]) == 41.0
+                if _data_metric["Id"] == "part":
+                    assert 23.0 == sum(_data_metric["Values"]) == 23.0
+
+        # need to retry because the might most likely not be ingested immediately (it's fairly quick though)
+        retry(_get_metric_data_sum, retries=10, sleep_before=2)
+
+        response = http_client.post(
+            operation="GetMetricData",
+            payload=get_metric_input,
+        )
+        snapshot.match("get-metric-data", response)
+
+
 def _get_lambda_logs(logs_client: "CloudWatchLogsClient", fn_name: str):
     log_events = logs_client.filter_log_events(logGroupName=f"/aws/lambda/{fn_name}")["events"]
     filtered_logs = [event for event in log_events if event["message"].startswith("{")]
diff --git a/tests/aws/services/cloudwatch/test_cloudwatch.snapshot.json b/tests/aws/services/cloudwatch/test_cloudwatch.snapshot.json
index 87abfc826b4a8..72901e6ae417e 100644
--- a/tests/aws/services/cloudwatch/test_cloudwatch.snapshot.json
+++ b/tests/aws/services/cloudwatch/test_cloudwatch.snapshot.json
@@ -2264,5 +2264,116 @@
         "StateValue": "ALARM"
       }
     }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudWatchMultiProtocol::test_basic_operations_multiple_protocols[json]": {
+    "recorded-date": "18-09-2025, 13:56:03",
+    "recorded-content": {
+      "describe-alarms": {
+        "CompositeAlarms": [],
+        "LogAlarms": [],
+        "MetricAlarms": []
+      },
+      "get-metric-data": {
+        "Messages": [],
+        "MetricDataResults": [
+          {
+            "Id": "some",
+            "Label": "<label:1>",
+            "StatusCode": "Complete",
+            "Timestamps": "timestamp",
+            "Values": [
+              41.0
+            ]
+          },
+          {
+            "Id": "part",
+            "Label": "<label:2>",
+            "StatusCode": "Complete",
+            "Timestamps": "timestamp",
+            "Values": [
+              23.0
+            ]
+          }
+        ]
+      }
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudWatchMultiProtocol::test_basic_operations_multiple_protocols[smithy-rpc-v2-cbor]": {
+    "recorded-date": "18-09-2025, 13:56:06",
+    "recorded-content": {
+      "describe-alarms": {
+        "CompositeAlarms": [],
+        "LogAlarms": [],
+        "MetricAlarms": []
+      },
+      "get-metric-data": {
+        "Messages": [],
+        "MetricDataResults": [
+          {
+            "Id": "some",
+            "Label": "<label:1>",
+            "StatusCode": "Complete",
+            "Timestamps": "timestamp",
+            "Values": [
+              41.0
+            ]
+          },
+          {
+            "Id": "part",
+            "Label": "<label:2>",
+            "StatusCode": "Complete",
+            "Timestamps": "timestamp",
+            "Values": [
+              23.0
+            ]
+          }
+        ]
+      }
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudWatchMultiProtocol::test_basic_operations_multiple_protocols[query]": {
+    "recorded-date": "18-09-2025, 13:56:09",
+    "recorded-content": {
+      "describe-alarms": {
+        "DescribeAlarmsResponse": {
+          "@xmlns": "http://monitoring.amazonaws.com/doc/2010-08-01/",
+          "DescribeAlarmsResult": {
+            "CompositeAlarms": null,
+            "LogAlarms": null,
+            "MetricAlarms": null
+          }
+        }
+      },
+      "get-metric-data": {
+        "GetMetricDataResponse": {
+          "@xmlns": "http://monitoring.amazonaws.com/doc/2010-08-01/",
+          "GetMetricDataResult": {
+            "Messages": null,
+            "MetricDataResults": {
+              "member": [
+                {
+                  "Id": "some",
+                  "Label": "<label:1>",
+                  "StatusCode": "Complete",
+                  "Timestamps": "timestamp",
+                  "Values": {
+                    "member": "41.0"
+                  }
+                },
+                {
+                  "Id": "part",
+                  "Label": "<label:2>",
+                  "StatusCode": "Complete",
+                  "Timestamps": "timestamp",
+                  "Values": {
+                    "member": "23.0"
+                  }
+                }
+              ]
+            }
+          }
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/cloudwatch/test_cloudwatch.validation.json b/tests/aws/services/cloudwatch/test_cloudwatch.validation.json
index 428f5d6c84b8f..7a758915d5f15 100644
--- a/tests/aws/services/cloudwatch/test_cloudwatch.validation.json
+++ b/tests/aws/services/cloudwatch/test_cloudwatch.validation.json
@@ -1,4 +1,31 @@
 {
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudWatchMultiProtocol::test_basic_operations_multiple_protocols[json]": {
+    "last_validated_date": "2025-09-18T13:56:03+00:00",
+    "durations_in_seconds": {
+      "setup": 0.48,
+      "call": 3.45,
+      "teardown": 0.0,
+      "total": 3.93
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudWatchMultiProtocol::test_basic_operations_multiple_protocols[query]": {
+    "last_validated_date": "2025-09-18T13:56:09+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 3.05,
+      "teardown": 0.0,
+      "total": 3.05
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudWatchMultiProtocol::test_basic_operations_multiple_protocols[smithy-rpc-v2-cbor]": {
+    "last_validated_date": "2025-09-18T13:56:06+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 3.05,
+      "teardown": 0.0,
+      "total": 3.05
+    }
+  },
   "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_alarm_lambda_target": {
     "last_validated_date": "2024-01-03T17:30:00+00:00"
   },
diff --git a/tests/aws/services/cloudwatch/utils.py b/tests/aws/services/cloudwatch/utils.py
new file mode 100644
index 0000000000000..2fd3c19e4da38
--- /dev/null
+++ b/tests/aws/services/cloudwatch/utils.py
@@ -0,0 +1,174 @@
+import abc
+import json
+from typing import Any
+
+import xmltodict
+from botocore.auth import SigV4Auth
+from botocore.serialize import create_serializer
+from cbor2._decoder import loads as cbor2_loads
+from requests import Response
+
+from localstack import constants
+from localstack.aws.spec import get_service_catalog
+from localstack.config import LOCALSTACK_HOST
+from localstack.testing.aws.util import is_aws_cloud
+
+
+class BaseCloudWatchHttpClient(abc.ABC):
+    """
+    Simple HTTP client for making CloudWatch requests manually using different protocols.
+
+    This serialization type is not yet available via boto3 client, and we have more control over raw responses.
+    """
+
+    protocol: str = ""
+
+    def __init__(
+        self,
+        region_name: str,
+        client_factory,
+    ):
+        self.region_name = region_name
+        # CloudWatch uses the signing name `monitoring`
+        self._client = client_factory(
+            "monitoring", region=self.region_name, signer_factory=SigV4Auth
+        )
+        self.service_model = get_service_catalog().get("cloudwatch")
+        self.target_prefix = self.service_model.metadata.get("targetPrefix") or ""
+
+    @abc.abstractmethod
+    def _deserialize_response(self, response: Response) -> Any: ...
+
+    @abc.abstractmethod
+    def _build_headers(self, operation: str) -> dict: ...
+
+    def _serialize_body(self, body: dict, operation: str) -> str | bytes:
+        # here we use the Botocore serializer directly, since it has some complex behavior,
+        # and we know CloudWatch supports it by default
+        query_serializer = create_serializer(self.protocol)
+        operation_model = self.service_model.operation_model(operation)
+        request = query_serializer.serialize_to_request(body, operation_model)
+        return request["body"]
+
+    @property
+    def host(self) -> str:
+        return (
+            f"monitoring.{self.region_name}.amazonaws.com"
+            if is_aws_cloud()
+            else LOCALSTACK_HOST.host_and_port()
+        )
+
+    def _build_endpoint(self, operation: str) -> str:
+        return f"https://{self.host}"
+
+    def post_raw(self, operation: str, payload: dict, **kwargs) -> Response:
+        """
+        Perform a kinesis operation, encoding the request payload with CBOR and returning the raw
+        response without any processing or checks.
+        """
+        response = self._client.post(
+            self._build_endpoint(operation),
+            data=self._serialize_body(payload, operation),
+            headers=self._build_headers(operation),
+            **kwargs,
+        )
+        return response
+
+    def post(self, operation: str, payload: dict) -> Any:
+        """
+        Perform a kinesis operation, encoding the request payload with CBOR, checking the response status code
+         and decoding the response with CBOR.
+        """
+        response = self.post_raw(operation, payload)
+        response_body = self._deserialize_response(response)
+        if response.status_code != 200:
+            raise ValueError(f"Bad status: {response.status_code}, response body: {response_body}")
+        return response_body
+
+
+class CloudWatchCBORHTTPClient(BaseCloudWatchHttpClient):
+    protocol = "smithy-rpc-v2-cbor"
+
+    def _deserialize_response(self, response: Response) -> Any:
+        if response.content:
+            return cbor2_loads(response.content)
+        return {}
+
+    def _build_headers(self, operation: str) -> dict:
+        return {
+            "content-type": constants.APPLICATION_CBOR,
+            "accept": constants.APPLICATION_CBOR,
+            "host": self.host,
+            "Smithy-Protocol": "rpc-v2-cbor",
+        }
+
+    def _build_endpoint(self, operation: str) -> str:
+        return f"https://{self.host}/service/{self.target_prefix}/operation/{operation}"
+
+
+class CloudWatchJSONHTTPClient(BaseCloudWatchHttpClient):
+    protocol = "json"
+
+    def _deserialize_response(self, response: Response) -> Any:
+        if response.content:
+            return json.loads(response.content)
+        return {}
+
+    def _build_headers(self, operation: str) -> dict:
+        return {
+            "Content-Type": constants.APPLICATION_AMZ_JSON_1_0,
+            "X-Amz-Target": f"{self.target_prefix}.{operation}",
+            "Host": self.host,
+            "x-amzn-query-mode": "true",
+        }
+
+
+class CloudWatchQueryHTTPClient(BaseCloudWatchHttpClient):
+    protocol = "query"
+
+    def _deserialize_response(self, response: Response) -> Any:
+        if not response.content:
+            return {}
+        content_type = response.headers.get("Content-Type", "")
+        if content_type.startswith(constants.APPLICATION_XML) or content_type.startswith(
+            constants.TEXT_XML
+        ):
+            # FIXME: the snapshot library doesn't deal well with ResponseMetadata in raw responses, will be fixed when
+            #  we release a new version
+            #  https://github.com/localstack/localstack-snapshot/pull/13
+            response = xmltodict.parse(response.content)
+            container = response[next(iter(response.keys()))]
+            if isinstance(container, dict):
+                container.pop("ResponseMetadata", None)
+            return response
+        elif content_type.startswith(constants.APPLICATION_JSON):
+            return json.loads(response.content)
+        else:
+            return response.content
+
+    def _build_headers(self, operation: str) -> dict:
+        return {
+            "content-type": constants.APPLICATION_X_WWW_FORM_URLENCODED,
+            "host": self.host,
+        }
+
+
+def get_cloudwatch_client(client_factory, region: str, protocol: str) -> BaseCloudWatchHttpClient:
+    match protocol:
+        case "smithy-rpc-v2-cbor":
+            return CloudWatchCBORHTTPClient(
+                region_name=region,
+                client_factory=client_factory,
+            )
+        case "json":
+            return CloudWatchJSONHTTPClient(
+                region_name=region,
+                client_factory=client_factory,
+            )
+        case "query":
+            return CloudWatchQueryHTTPClient(
+                region_name=region,
+                client_factory=client_factory,
+            )
+        case _:
+            raise ValueError("protocol must be in ['smithy-rpc-v2-cbor', 'json', 'query']")
diff --git a/tests/aws/test_moto.py b/tests/aws/test_moto.py
index d5f4aa48af582..c1de30c2aba97 100644
--- a/tests/aws/test_moto.py
+++ b/tests/aws/test_moto.py
@@ -20,7 +20,7 @@ def test_call_with_sqs_creates_state_correctly():
     qname = f"queue-{short_uid()}"
 
     response = moto.call_moto(
-        moto.create_aws_request_context("sqs", "CreateQueue", {"QueueName": qname}),
+        moto.create_aws_request_context("sqs", "CreateQueue", "json", {"QueueName": qname}),
         include_response_metadata=True,
     )
     url = response["QueueUrl"]
@@ -29,12 +29,14 @@ def test_call_with_sqs_creates_state_correctly():
         assert response["ResponseMetadata"]["HTTPStatusCode"] == 200
         assert response["QueueUrl"].endswith(f"/{qname}")
 
-        response = moto.call_moto(moto.create_aws_request_context("sqs", "ListQueues"))
+        response = moto.call_moto(moto.create_aws_request_context("sqs", "ListQueues", "json"))
         assert url in response["QueueUrls"]
     finally:
-        moto.call_moto(moto.create_aws_request_context("sqs", "DeleteQueue", {"QueueUrl": url}))
+        moto.call_moto(
+            moto.create_aws_request_context("sqs", "DeleteQueue", "json", {"QueueUrl": url})
+        )
 
-    response = moto.call_moto(moto.create_aws_request_context("sqs", "ListQueues"))
+    response = moto.call_moto(moto.create_aws_request_context("sqs", "ListQueues", "json"))
     assert url not in response.get("QueueUrls", [])
 
 
@@ -45,6 +47,7 @@ def test_call_sqs_invalid_call_raises_http_exception():
             moto.create_aws_request_context(
                 "sqs",
                 "DeleteQueue",
+                "json",
                 {
                     "QueueUrl": "http://0.0.0.0/nonexistingqueue",
                 },
@@ -58,7 +61,7 @@ def test_call_non_implemented_operation():
     with pytest.raises(NotImplementedError):
         # we'll need to keep finding methods that moto doesn't implement ;-)
         moto.call_moto(
-            moto.create_aws_request_context("athena", "DeleteDataCatalog", {"Name": "foo"})
+            moto.create_aws_request_context("athena", "DeleteDataCatalog", "json", {"Name": "foo"})
         )
 
 
@@ -70,11 +73,11 @@ def test_call_with_sqs_modifies_state_in_moto_backend():
     qname = f"queue-{short_uid()}"
 
     response = moto.call_moto(
-        moto.create_aws_request_context("sqs", "CreateQueue", {"QueueName": qname})
+        moto.create_aws_request_context("sqs", "CreateQueue", "json", {"QueueName": qname})
     )
     url = response["QueueUrl"]
     assert qname in sqs_backends[DEFAULT_MOTO_ACCOUNT_ID][AWS_REGION_US_EAST_1].queues
-    moto.call_moto(moto.create_aws_request_context("sqs", "DeleteQueue", {"QueueUrl": url}))
+    moto.call_moto(moto.create_aws_request_context("sqs", "DeleteQueue", "json", {"QueueUrl": url}))
     assert qname not in sqs_backends[DEFAULT_MOTO_ACCOUNT_ID][AWS_REGION_US_EAST_1].queues
 
 
@@ -93,17 +96,21 @@ def test_call_s3_with_streaming_trait(payload, monkeypatch):
     key_name = f"key-{short_uid()}"
 
     # create the bucket
-    moto.call_moto(moto.create_aws_request_context("s3", "CreateBucket", {"Bucket": bucket_name}))
+    moto.call_moto(
+        moto.create_aws_request_context("s3", "CreateBucket", "rest-xml", {"Bucket": bucket_name})
+    )
 
     moto.call_moto(
         moto.create_aws_request_context(
-            "s3", "PutObject", {"Bucket": bucket_name, "Key": key_name, "Body": payload}
+            "s3", "PutObject", "rest-xml", {"Bucket": bucket_name, "Key": key_name, "Body": payload}
         )
     )
 
     # check whether it was created/received correctly
     response = moto.call_moto(
-        moto.create_aws_request_context("s3", "GetObject", {"Bucket": bucket_name, "Key": key_name})
+        moto.create_aws_request_context(
+            "s3", "GetObject", "rest-xml", {"Bucket": bucket_name, "Key": key_name}
+        )
     )
     assert hasattr(response["Body"], "read"), (
         f"expected Body to be readable, was {type(response['Body'])}"
@@ -113,15 +120,17 @@ def test_call_s3_with_streaming_trait(payload, monkeypatch):
     # cleanup
     moto.call_moto(
         moto.create_aws_request_context(
-            "s3", "DeleteObject", {"Bucket": bucket_name, "Key": key_name}
+            "s3", "DeleteObject", "rest-xml", {"Bucket": bucket_name, "Key": key_name}
         )
     )
-    moto.call_moto(moto.create_aws_request_context("s3", "DeleteBucket", {"Bucket": bucket_name}))
+    moto.call_moto(
+        moto.create_aws_request_context("s3", "DeleteBucket", "rest-xml", {"Bucket": bucket_name})
+    )
 
 
 @markers.aws.only_localstack
 def test_call_include_response_metadata():
-    ctx = moto.create_aws_request_context("sqs", "ListQueues")
+    ctx = moto.create_aws_request_context("sqs", "ListQueues", "json")
 
     response = moto.call_moto(ctx)
     assert "ResponseMetadata" not in response
@@ -137,14 +146,14 @@ def test_call_with_modified_request():
     qname1 = f"queue-{short_uid()}"
     qname2 = f"queue-{short_uid()}"
 
-    context = moto.create_aws_request_context("sqs", "CreateQueue", {"QueueName": qname1})
+    context = moto.create_aws_request_context("sqs", "CreateQueue", "json", {"QueueName": qname1})
     response = moto.call_moto_with_request(context, {"QueueName": qname2})  # overwrite old request
 
     url = response["QueueUrl"]
     assert qname2 in sqs_backends[DEFAULT_MOTO_ACCOUNT_ID][AWS_REGION_US_EAST_1].queues
     assert qname1 not in sqs_backends[DEFAULT_MOTO_ACCOUNT_ID][AWS_REGION_US_EAST_1].queues
 
-    moto.call_moto(moto.create_aws_request_context("sqs", "DeleteQueue", {"QueueUrl": url}))
+    moto.call_moto(moto.create_aws_request_context("sqs", "DeleteQueue", "json", {"QueueUrl": url}))
 
 
 @markers.aws.only_localstack
@@ -154,6 +163,7 @@ def test_call_with_es_creates_state_correctly():
         moto.create_aws_request_context(
             "es",
             "CreateElasticsearchDomain",
+            "rest-json",
             {
                 "DomainName": domain_name,
                 "ElasticsearchVersion": "7.10",
@@ -169,7 +179,7 @@ def test_call_with_es_creates_state_correctly():
     finally:
         response = moto.call_moto(
             moto.create_aws_request_context(
-                "es", "DeleteElasticsearchDomain", {"DomainName": domain_name}
+                "es", "DeleteElasticsearchDomain", "rest-json", {"DomainName": domain_name}
             ),
             include_response_metadata=True,
         )
@@ -185,12 +195,12 @@ def test_call_multi_region_backends():
 
     moto.call_moto(
         moto.create_aws_request_context(
-            "sqs", "CreateQueue", {"QueueName": qname_us}, region="us-east-1"
+            "sqs", "CreateQueue", "json", {"QueueName": qname_us}, region="us-east-1"
         )
     )
     moto.call_moto(
         moto.create_aws_request_context(
-            "sqs", "CreateQueue", {"QueueName": qname_eu}, region="eu-central-1"
+            "sqs", "CreateQueue", "json", {"QueueName": qname_eu}, region="eu-central-1"
         )
     )
 
@@ -211,6 +221,7 @@ def test_call_with_sqs_invalid_call_raises_exception():
             moto.create_aws_request_context(
                 "sqs",
                 "DeleteQueue",
+                "json",
                 {
                     "QueueUrl": "http://0.0.0.0/nonexistingqueue",
                 },
@@ -223,7 +234,7 @@ def test_call_with_sqs_returns_service_response():
     qname = f"queue-{short_uid()}"
 
     create_queue_response = moto.call_moto(
-        moto.create_aws_request_context("sqs", "CreateQueue", {"QueueName": qname})
+        moto.create_aws_request_context("sqs", "CreateQueue", "json", {"QueueName": qname})
     )
 
     assert "QueueUrl" in create_queue_response
@@ -247,6 +258,7 @@ def test_call_with_sns_with_full_uri():
     sns_service = load_service("sns")
     context = RequestContext(sns_request)
     context.account = "test"
+    context.protocol = "query"
     context.region = "us-west-1"
     context.service = sns_service
     context.operation = sns_service.operation_model("CreateTopic")
@@ -286,7 +298,7 @@ def test_moto_fallback_dispatcher():
     assert "CreateQueue" in dispatcher
 
     def _dispatch(action, params):
-        context = moto.create_aws_request_context("sqs", action, params)
+        context = moto.create_aws_request_context("sqs", action, "json", params)
         return dispatcher[action](context, params)
 
     qname = f"queue-{short_uid()}"
@@ -346,7 +358,7 @@ def test_moto_fallback_dispatcher_error_handling(monkeypatch):
     dispatcher = MotoFallbackDispatcher(provider)
 
     def _dispatch(action, params):
-        context = moto.create_aws_request_context("s3", action, params)
+        context = moto.create_aws_request_context("s3", action, "rest-xml", params)
         return dispatcher[action](context, params)
 
     bucket_name = f"bucket-{short_uid()}"
@@ -375,7 +387,7 @@ def test_request_with_response_header_location_fields():
     # CreateHostedZoneResponse has a member "Location" that's located in the headers
     zone_name = f"zone-{short_uid()}.com"
     request = moto.create_aws_request_context(
-        "route53", "CreateHostedZone", {"Name": zone_name, "CallerReference": "test"}
+        "route53", "CreateHostedZone", "rest-xml", {"Name": zone_name, "CallerReference": "test"}
     )
     response = moto.call_moto(request, include_response_metadata=True)
     # assert response["Location"]  # FIXME: this is required according to the spec, but not returned by moto
@@ -384,6 +396,14 @@ def test_request_with_response_header_location_fields():
     # clean up
     moto.call_moto(
         moto.create_aws_request_context(
-            "route53", "DeleteHostedZone", {"Id": response["HostedZone"]["Id"]}
+            "route53", "DeleteHostedZone", "rest-xml", {"Id": response["HostedZone"]["Id"]}
         )
     )
+
+
+@markers.aws.only_localstack
+@pytest.mark.skip(reason="json protocol for CloudWatch is not yet supported by Moto")
+def test_request_with_multi_protocol_non_default_protocol():
+    request = moto.create_aws_request_context("cloudwatch", "DescribeAlarms", "json")
+    response = moto.call_moto(request)
+    assert "CompositeAlarms" in response
diff --git a/tests/unit/aws/handlers/test_analytics.py b/tests/unit/aws/handlers/test_analytics.py
index 26e52c02a26dc..aefa0691e319a 100644
--- a/tests/unit/aws/handlers/test_analytics.py
+++ b/tests/unit/aws/handlers/test_analytics.py
@@ -23,13 +23,13 @@ def test_starts_aggregator_after_first_call(self):
         counter = ServiceRequestCounter(service_request_aggregator=aggregator)
         aggregator.start.assert_not_called()
 
-        context = create_aws_request_context("s3", "ListBuckets")
+        context = create_aws_request_context("s3", "ListBuckets", "rest-xml")
         chain = HandlerChain([counter])
         chain.handle(context, Response())
 
         aggregator.start.assert_called_once()
 
-        context = create_aws_request_context("s3", "ListBuckets")
+        context = create_aws_request_context("s3", "ListBuckets", "rest-xml")
         chain = HandlerChain([counter])
         chain.handle(context, Response())
 
@@ -53,7 +53,7 @@ def test_ignores_requests_when_analytics_is_disabled(self, monkeypatch):
 
         chain = HandlerChain([counter])
         chain.handle(
-            create_aws_request_context("s3", "ListBuckets"),
+            create_aws_request_context("s3", "ListBuckets", "rest-xml"),
             Response(),
         )
 
@@ -66,12 +66,12 @@ def test_calls_aggregator(self):
 
         chain = HandlerChain([counter])
         chain.handle(
-            create_aws_request_context("s3", "ListBuckets"),
+            create_aws_request_context("s3", "ListBuckets", "rest-xml"),
             Response(),
         )
         counter(
             chain,
-            create_aws_request_context("s3", "HeadBucket", {"Bucket": "foobar"}),
+            create_aws_request_context("s3", "HeadBucket", "rest-xml", {"Bucket": "foobar"}),
             Response(),
         )
 
@@ -88,7 +88,9 @@ def test_parses_error_correctly(self):
 
         chain = HandlerChain([counter])
         chain.handle(
-            create_aws_request_context("opensearch", "DescribeDomain", {"DomainName": "foobar"}),
+            create_aws_request_context(
+                "opensearch", "DescribeDomain", "rest-json", {"DomainName": "foobar"}
+            ),
             Response(
                 b'{"__type": "ResourceNotFoundException", "message": "Domain not found: foobar"}',
                 404,
@@ -111,7 +113,9 @@ def test_invalid_error_behaves_like_botocore(self):
 
         chain = HandlerChain([counter])
         chain.handle(
-            create_aws_request_context("opensearch", "DescribeDomain", {"DomainName": "foobar"}),
+            create_aws_request_context(
+                "opensearch", "DescribeDomain", "rest-json", {"DomainName": "foobar"}
+            ),
             Response(b'{"__type": "ResourceN}', 404),
         )
 
diff --git a/tests/unit/aws/handlers/test_response_enrichment.py b/tests/unit/aws/handlers/test_response_enrichment.py
index 4f5f3d7e8ab6d..f130d4d3b18bb 100644
--- a/tests/unit/aws/handlers/test_response_enrichment.py
+++ b/tests/unit/aws/handlers/test_response_enrichment.py
@@ -14,7 +14,7 @@ def response_handler_chain() -> HandlerChain:
 
 class TestResponseMetadataEnricher:
     def test_adds_header_to_successful_response(self, response_handler_chain):
-        context = create_aws_request_context("s3", "ListBuckets")
+        context = create_aws_request_context("s3", "ListBuckets", "rest-xml")
         response = Response("success", 200)
 
         response_handler_chain.handle(context, response)
@@ -23,7 +23,7 @@ def test_adds_header_to_successful_response(self, response_handler_chain):
 
     def test_adds_header_to_error_response(self, response_handler_chain):
         context = create_aws_request_context(
-            "opensearch", "DescribeDomain", {"DomainName": "foobar"}
+            "opensearch", "DescribeDomain", "rest-json", {"DomainName": "foobar"}
         )
         response = Response(b'{"__type": "ResourceNotFoundException"}', 409)
 
diff --git a/tests/unit/aws/handlers/test_service.py b/tests/unit/aws/handlers/test_service.py
index 28ef66e4730b6..ee8c9c3127b37 100644
--- a/tests/unit/aws/handlers/test_service.py
+++ b/tests/unit/aws/handlers/test_service.py
@@ -16,14 +16,16 @@ def service_response_handler_chain() -> HandlerChain:
 
 class TestServiceResponseHandler:
     def test_use_set_response(self, service_response_handler_chain):
-        context = create_aws_request_context("opensearch", "CreateDomain", {"DomainName": "foobar"})
+        context = create_aws_request_context(
+            "opensearch", "CreateDomain", "rest-json", {"DomainName": "foobar"}
+        )
         context.service_response = {"sure": "why not"}
 
         service_response_handler_chain.handle(context, Response(status=200))
         assert context.service_response == {"sure": "why not"}
 
     def test_parse_response(self, service_response_handler_chain):
-        context = create_aws_request_context("sqs", "CreateQueue", {"QueueName": "foobar"})
+        context = create_aws_request_context("sqs", "CreateQueue", "json", {"QueueName": "foobar"})
         backend_response = {"QueueUrl": "http://localhost:4566/000000000000/foobar"}
         http_response = create_serializer(context.service).serialize_to_response(
             backend_response, context.operation, context.request.headers, context.request_id
@@ -33,7 +35,9 @@ def test_parse_response(self, service_response_handler_chain):
         assert context.service_response == backend_response
 
     def test_parse_response_with_streaming_response(self, service_response_handler_chain):
-        context = create_aws_request_context("s3", "GetObject", {"Bucket": "foo", "Key": "bar.bin"})
+        context = create_aws_request_context(
+            "s3", "GetObject", "rest-xml", {"Bucket": "foo", "Key": "bar.bin"}
+        )
         backend_response = {"Body": b"\x00\x01foo", "ContentType": "application/octet-stream"}
         http_response = create_serializer(context.service).serialize_to_response(
             backend_response, context.operation, context.request.headers, context.request_id
@@ -45,7 +49,9 @@ def test_parse_response_with_streaming_response(self, service_response_handler_c
         assert context.service_response["Body"].read() == b"\x00\x01foo"
 
     def test_common_service_exception(self, service_response_handler_chain):
-        context = create_aws_request_context("opensearch", "CreateDomain", {"DomainName": "foobar"})
+        context = create_aws_request_context(
+            "opensearch", "CreateDomain", "rest-json", {"DomainName": "foobar"}
+        )
         context.service_exception = CommonServiceException(
             "MyCommonException", "oh noes", status_code=409, sender_fault=True
         )
@@ -59,7 +65,9 @@ def test_common_service_exception(self, service_response_handler_chain):
     def test_service_exception(self, service_response_handler_chain):
         from localstack.aws.api.opensearch import ResourceAlreadyExistsException
 
-        context = create_aws_request_context("opensearch", "CreateDomain", {"DomainName": "foobar"})
+        context = create_aws_request_context(
+            "opensearch", "CreateDomain", "rest-json", {"DomainName": "foobar"}
+        )
         context.service_exception = ResourceAlreadyExistsException("oh noes")
 
         response = create_serializer(context.service).serialize_error_to_response(
@@ -81,6 +89,7 @@ def test_service_exception_with_code_from_spec(self, service_response_handler_ch
         context = create_aws_request_context(
             "sqs",
             "SendMessage",
+            "json",
             {"QueueUrl": "http://localhost:4566/000000000000/foobared", "MessageBody": "foo"},
         )
         context.service_exception = QueueDoesNotExist()
@@ -101,7 +110,7 @@ def test_service_exception_with_code_from_spec(self, service_response_handler_ch
 
     def test_sets_exception_from_error_response(self, service_response_handler_chain):
         context = create_aws_request_context(
-            "opensearch", "DescribeDomain", {"DomainName": "foobar"}
+            "opensearch", "DescribeDomain", "rest-json", {"DomainName": "foobar"}
         )
         response = Response(
             b'{"__type": "ResourceNotFoundException", "message": "Domain not found: foobar"}',
@@ -126,7 +135,7 @@ def test_nothing_set_does_nothing(self, service_response_handler_chain):
 
     def test_invalid_exception_does_nothing(self, service_response_handler_chain):
         context = create_aws_request_context(
-            "opensearch", "DescribeDomain", {"DomainName": "foobar"}
+            "opensearch", "DescribeDomain", "rest-json", {"DomainName": "foobar"}
         )
         context.service_exception = ValueError()
         service_response_handler_chain.handle(context, Response(status=500))
@@ -145,7 +154,7 @@ class TestServiceExceptionSerializer:
     )
     def test_not_implemented_error(self, message, output):
         context = create_aws_request_context(
-            "opensearch", "DescribeDomain", {"DomainName": "foobar"}
+            "opensearch", "DescribeDomain", "rest-json", {"DomainName": "foobar"}
         )
         not_implemented_exception = NotImplementedError(message)
 
@@ -181,7 +190,7 @@ def capture_original_exception_handler(
         )
 
         err_context = create_aws_request_context(
-            "opensearch", "DescribeDomain", {"DomainName": "foobar"}
+            "opensearch", "DescribeDomain", "rest-json", {"DomainName": "foobar"}
         )
         err_chain.handle(err_context, Response())
 
diff --git a/tests/unit/aws/protocol/test_parser.py b/tests/unit/aws/protocol/test_parser.py
index 2b3d8251a63f5..78a5297a3bbb4 100644
--- a/tests/unit/aws/protocol/test_parser.py
+++ b/tests/unit/aws/protocol/test_parser.py
@@ -745,7 +745,7 @@ def test_restjson_parser_xray_with_botocore():
         action="PutTelemetryRecords",
         TelemetryRecords=[
             {
-                "Timestamp": datetime(2015, 1, 1),
+                "Timestamp": datetime(2015, 1, 1, tzinfo=UTC),
                 "SegmentsReceivedCount": 123,
                 "SegmentsSentCount": 123,
                 "SegmentsSpilloverCount": 123,
@@ -853,7 +853,7 @@ def test_restjson_opensearch_with_botocore():
             "RollbackOnDisable": "DEFAULT_ROLLBACK",
             "MaintenanceSchedules": [
                 {
-                    "StartAt": datetime(2015, 1, 1),
+                    "StartAt": datetime(2015, 1, 1, tzinfo=UTC),
                     "Duration": {"Value": 123, "Unit": "HOURS"},
                     "CronExpressionForRecurrence": "string",
                 },
diff --git a/tests/unit/aws/protocol/test_parser.snapshot.json b/tests/unit/aws/protocol/test_parser.snapshot.json
index e3768631ca319..404ffca79e03f 100644
--- a/tests/unit/aws/protocol/test_parser.snapshot.json
+++ b/tests/unit/aws/protocol/test_parser.snapshot.json
@@ -1,25 +1,25 @@
 {
   "tests/unit/aws/protocol/test_parser.py::test_json_cbor_blob_parsing_w_timestamp[CBORRequestParser]": {
-    "recorded-date": "04-09-2025, 18:32:21",
+    "recorded-date": "17-09-2025, 21:46:34",
     "recorded-content": {
       "parsed_request": {
         "ConsumerARN": "<test-consumer-arn>",
         "ShardId": "<test-shard-id>",
         "StartingPosition": {
-          "Timestamp": "2024-06-21 08:54:08.123000",
+          "Timestamp": "2024-06-21 08:54:08.123000+00:00",
           "Type": "AT_TIMESTAMP"
         }
       }
     }
   },
   "tests/unit/aws/protocol/test_parser.py::test_json_cbor_blob_parsing_w_timestamp[create_parser]": {
-    "recorded-date": "04-09-2025, 18:32:21",
+    "recorded-date": "17-09-2025, 21:46:34",
     "recorded-content": {
       "parsed_request": {
         "ConsumerARN": "<test-consumer-arn>",
         "ShardId": "<test-shard-id>",
         "StartingPosition": {
-          "Timestamp": "2024-06-21 08:54:08.123000",
+          "Timestamp": "2024-06-21 08:54:08.123000+00:00",
           "Type": "AT_TIMESTAMP"
         }
       }
diff --git a/tests/unit/aws/protocol/test_parser.validation.json b/tests/unit/aws/protocol/test_parser.validation.json
deleted file mode 100644
index 4576c75ef232e..0000000000000
--- a/tests/unit/aws/protocol/test_parser.validation.json
+++ /dev/null
@@ -1,23 +0,0 @@
-{
-  "tests/unit/aws/protocol/test_parser.py::test_json_cbor_blob_parsing_w_timestamp": {
-    "last_validated_date": "2024-06-21T13:58:29+00:00"
-  },
-  "tests/unit/aws/protocol/test_parser.py::test_json_cbor_blob_parsing_w_timestamp[CBORRequestParser]": {
-    "last_validated_date": "2025-09-04T18:32:21+00:00",
-    "durations_in_seconds": {
-      "setup": 0.0,
-      "call": 0.01,
-      "teardown": 0.0,
-      "total": 0.01
-    }
-  },
-  "tests/unit/aws/protocol/test_parser.py::test_json_cbor_blob_parsing_w_timestamp[create_parser]": {
-    "last_validated_date": "2025-09-04T18:32:21+00:00",
-    "durations_in_seconds": {
-      "setup": 0.0,
-      "call": 0.0,
-      "teardown": 0.0,
-      "total": 0.0
-    }
-  }
-}
diff --git a/tests/unit/aws/test_mocking.py b/tests/unit/aws/test_mocking.py
index 87db62b2967c6..4fa97cbdc717c 100644
--- a/tests/unit/aws/test_mocking.py
+++ b/tests/unit/aws/test_mocking.py
@@ -55,7 +55,7 @@ def test_get_mocking_skeleton():
     skeleton = get_mocking_skeleton("sqs")
 
     request = {"QueueName": "my-queue-name"}
-    context = create_aws_request_context("sqs", "CreateQueue", request)
+    context = create_aws_request_context("sqs", "CreateQueue", "json", request)
     response = skeleton.invoke(context)
     # just a smoke test
     assert b"QueueUrl" in response.data
diff --git a/tests/unit/test_common.py b/tests/unit/test_common.py
index 2084531db690b..e0e93b4be7669 100644
--- a/tests/unit/test_common.py
+++ b/tests/unit/test_common.py
@@ -5,7 +5,7 @@
 import threading
 import time
 import zipfile
-from datetime import UTC, date, datetime
+from datetime import UTC, date, datetime, timedelta
 from zoneinfo import ZoneInfo
 
 import pytest
@@ -46,6 +46,23 @@ def test_isoformat_milliseconds(self):
         env = common.isoformat_milliseconds(datetime(2010, 3, 20, 7, 24, 00, 0))
         assert env == "2010-03-20T07:24:00.000"
 
+    @pytest.mark.parametrize(
+        "str_format",
+        [
+            "2025-09-18T14:07:30",
+            "2025-09-18T14:07:30Z",
+            "2025-09-18T14:07:30.70300Z",
+            "18/Sep/2025:14:07:30 +0000",
+        ],
+    )
+    def test_parse_timestamp_timezone_aware(self, str_format):
+        datetime_obj = common.parse_timestamp(str_format)
+        # we cannot assert that tzinfo is `datetime.UTC` because it is only supported starting Python 3.11
+        # so we assert manually that the returned `tzinfo` is UTC
+        # we are using ZoneInfo("UTC")  in the `parse_timestamp` utility as it is in the import path of the CLI
+        assert datetime_obj.tzinfo is not None
+        assert datetime_obj.utcoffset() == timedelta(0)
+
     def test_base64_to_hex(self):
         env = common.base64_to_hex("Zm9vIGJhcg ==")
         assert env == b"666f6f20626172"

From 63ddb6dcc13e5a4120d2815bb0c7623fa026901b Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Mon, 22 Sep 2025 09:54:56 +0200
Subject: [PATCH 227/697] Update ASF APIs (#13177)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
---
 .../localstack/aws/api/config/__init__.py     |  4 +++
 .../localstack/aws/api/ec2/__init__.py        | 36 +++++++++++++++++++
 .../localstack/aws/api/logs/__init__.py       | 15 ++++++++
 .../localstack/aws/api/s3control/__init__.py  | 32 +++++++++++++++++
 pyproject.toml                                |  6 ++--
 requirements-base-runtime.txt                 |  4 +--
 requirements-dev.txt                          |  6 ++--
 requirements-runtime.txt                      |  6 ++--
 requirements-test.txt                         |  6 ++--
 requirements-typehint.txt                     |  6 ++--
 10 files changed, 104 insertions(+), 17 deletions(-)

diff --git a/localstack-core/localstack/aws/api/config/__init__.py b/localstack-core/localstack/aws/api/config/__init__.py
index 13e5026cd3aba..c4befd59cdab4 100644
--- a/localstack-core/localstack/aws/api/config/__init__.py
+++ b/localstack-core/localstack/aws/api/config/__init__.py
@@ -291,12 +291,16 @@ class RemediationExecutionState(StrEnum):
     IN_PROGRESS = "IN_PROGRESS"
     SUCCEEDED = "SUCCEEDED"
     FAILED = "FAILED"
+    UNKNOWN = "UNKNOWN"
 
 
 class RemediationExecutionStepState(StrEnum):
     SUCCEEDED = "SUCCEEDED"
     PENDING = "PENDING"
     FAILED = "FAILED"
+    IN_PROGRESS = "IN_PROGRESS"
+    EXITED = "EXITED"
+    UNKNOWN = "UNKNOWN"
 
 
 class RemediationTargetType(StrEnum):
diff --git a/localstack-core/localstack/aws/api/ec2/__init__.py b/localstack-core/localstack/aws/api/ec2/__init__.py
index 6476f278b3cbf..38875db4729cb 100644
--- a/localstack-core/localstack/aws/api/ec2/__init__.py
+++ b/localstack-core/localstack/aws/api/ec2/__init__.py
@@ -171,6 +171,8 @@
 Hour = int
 IamInstanceProfileAssociationId = str
 ImageId = str
+ImageName = str
+ImageNameRequest = str
 ImageProvider = str
 ImageProviderRequest = str
 ImageUsageReportId = str
@@ -237,12 +239,16 @@
 LocalGatewayVirtualInterfaceId = str
 Location = str
 MacModificationTaskId = str
+MarketplaceProductCode = str
+MarketplaceProductCodeRequest = str
 MaxIpv4AddrPerInterface = int
 MaxIpv6AddrPerInterface = int
 MaxNetworkInterfaces = int
 MaxResults = int
 MaxResultsParam = int
 MaximumBandwidthInMbps = int
+MaximumDaysSinceCreatedValue = int
+MaximumDaysSinceDeprecatedValue = int
 MaximumEbsAttachments = int
 MaximumEfaInterfaces = int
 MaximumEnaQueueCount = int
@@ -2439,6 +2445,8 @@ class InstanceType(StrEnum):
     i8ge_48xlarge = "i8ge.48xlarge"
     i8ge_metal_24xl = "i8ge.metal-24xl"
     i8ge_metal_48xl = "i8ge.metal-48xl"
+    mac_m4_metal = "mac-m4.metal"
+    mac_m4pro_metal = "mac-m4pro.metal"
 
 
 class InstanceTypeHypervisor(StrEnum):
@@ -10692,6 +10700,14 @@ class CreateVpnGatewayResult(TypedDict, total=False):
     VpnGateway: Optional[VpnGateway]
 
 
+class CreationDateCondition(TypedDict, total=False):
+    MaximumDaysSinceCreated: Optional[MaximumDaysSinceCreatedValue]
+
+
+class CreationDateConditionRequest(TypedDict, total=False):
+    MaximumDaysSinceCreated: Optional[MaximumDaysSinceCreatedValue]
+
+
 CustomerGatewayIdStringList = List[CustomerGatewayId]
 CustomerGatewayList = List[CustomerGateway]
 
@@ -11545,6 +11561,14 @@ class DeleteVpnGatewayRequest(ServiceRequest):
     DryRun: Optional[Boolean]
 
 
+class DeprecationTimeCondition(TypedDict, total=False):
+    MaximumDaysSinceDeprecated: Optional[MaximumDaysSinceDeprecatedValue]
+
+
+class DeprecationTimeConditionRequest(TypedDict, total=False):
+    MaximumDaysSinceDeprecated: Optional[MaximumDaysSinceDeprecatedValue]
+
+
 class DeprovisionByoipCidrRequest(ServiceRequest):
     Cidr: String
     DryRun: Optional[Boolean]
@@ -17391,11 +17415,17 @@ class GetAllowedImagesSettingsRequest(ServiceRequest):
     DryRun: Optional[Boolean]
 
 
+ImageNameList = List[ImageName]
+MarketplaceProductCodeList = List[MarketplaceProductCode]
 ImageProviderList = List[ImageProvider]
 
 
 class ImageCriterion(TypedDict, total=False):
     ImageProviders: Optional[ImageProviderList]
+    MarketplaceProductCodes: Optional[MarketplaceProductCodeList]
+    ImageNames: Optional[ImageNameList]
+    DeprecationTimeCondition: Optional[DeprecationTimeCondition]
+    CreationDateCondition: Optional[CreationDateCondition]
 
 
 ImageCriterionList = List[ImageCriterion]
@@ -18495,11 +18525,17 @@ class ImageAttribute(TypedDict, total=False):
     BlockDeviceMappings: Optional[BlockDeviceMappingList]
 
 
+ImageNameRequestList = List[ImageNameRequest]
+MarketplaceProductCodeRequestList = List[MarketplaceProductCodeRequest]
 ImageProviderRequestList = List[ImageProviderRequest]
 
 
 class ImageCriterionRequest(TypedDict, total=False):
     ImageProviders: Optional[ImageProviderRequestList]
+    MarketplaceProductCodes: Optional[MarketplaceProductCodeRequestList]
+    ImageNames: Optional[ImageNameRequestList]
+    DeprecationTimeCondition: Optional[DeprecationTimeConditionRequest]
+    CreationDateCondition: Optional[CreationDateConditionRequest]
 
 
 ImageCriterionRequestList = List[ImageCriterionRequest]
diff --git a/localstack-core/localstack/aws/api/logs/__init__.py b/localstack-core/localstack/aws/api/logs/__init__.py
index a47bc36320bfd..bbc3a8d608d6d 100644
--- a/localstack-core/localstack/aws/api/logs/__init__.py
+++ b/localstack-core/localstack/aws/api/logs/__init__.py
@@ -57,6 +57,7 @@
 FieldDelimiter = str
 FieldHeader = str
 FieldIndexName = str
+FieldSelectionCriteria = str
 FilterCount = int
 FilterName = str
 FilterPattern = str
@@ -137,6 +138,7 @@
 StartFromHead = bool
 StatsValue = float
 Success = bool
+SystemField = str
 TagKey = str
 TagValue = str
 Target = str
@@ -1139,6 +1141,7 @@ class DescribeMetricFiltersRequest(ServiceRequest):
     metricNamespace: Optional[MetricNamespace]
 
 
+EmitSystemFields = List[SystemField]
 Dimensions = Dict[DimensionsKey, DimensionsValue]
 
 
@@ -1161,6 +1164,8 @@ class MetricFilter(TypedDict, total=False):
     creationTime: Optional[Timestamp]
     logGroupName: Optional[LogGroupName]
     applyOnTransformedLogs: Optional[ApplyOnTransformedLogs]
+    fieldSelectionCriteria: Optional[FieldSelectionCriteria]
+    emitSystemFieldDimensions: Optional[EmitSystemFields]
 
 
 MetricFilters = List[MetricFilter]
@@ -1263,6 +1268,8 @@ class SubscriptionFilter(TypedDict, total=False):
     distribution: Optional[Distribution]
     applyOnTransformedLogs: Optional[ApplyOnTransformedLogs]
     creationTime: Optional[Timestamp]
+    fieldSelectionCriteria: Optional[FieldSelectionCriteria]
+    emitSystemFields: Optional[EmitSystemFields]
 
 
 SubscriptionFilters = List[SubscriptionFilter]
@@ -2032,6 +2039,8 @@ class PutMetricFilterRequest(ServiceRequest):
     filterPattern: FilterPattern
     metricTransformations: MetricTransformations
     applyOnTransformedLogs: Optional[ApplyOnTransformedLogs]
+    fieldSelectionCriteria: Optional[FieldSelectionCriteria]
+    emitSystemFieldDimensions: Optional[EmitSystemFields]
 
 
 class PutQueryDefinitionRequest(ServiceRequest):
@@ -2072,6 +2081,8 @@ class PutSubscriptionFilterRequest(ServiceRequest):
     roleArn: Optional[RoleArn]
     distribution: Optional[Distribution]
     applyOnTransformedLogs: Optional[ApplyOnTransformedLogs]
+    fieldSelectionCriteria: Optional[FieldSelectionCriteria]
+    emitSystemFields: Optional[EmitSystemFields]
 
 
 class PutTransformerRequest(ServiceRequest):
@@ -2929,6 +2940,8 @@ def put_metric_filter(
         filter_pattern: FilterPattern,
         metric_transformations: MetricTransformations,
         apply_on_transformed_logs: ApplyOnTransformedLogs | None = None,
+        field_selection_criteria: FieldSelectionCriteria | None = None,
+        emit_system_field_dimensions: EmitSystemFields | None = None,
         **kwargs,
     ) -> None:
         raise NotImplementedError
@@ -2980,6 +2993,8 @@ def put_subscription_filter(
         role_arn: RoleArn | None = None,
         distribution: Distribution | None = None,
         apply_on_transformed_logs: ApplyOnTransformedLogs | None = None,
+        field_selection_criteria: FieldSelectionCriteria | None = None,
+        emit_system_fields: EmitSystemFields | None = None,
         **kwargs,
     ) -> None:
         raise NotImplementedError
diff --git a/localstack-core/localstack/aws/api/s3control/__init__.py b/localstack-core/localstack/aws/api/s3control/__init__.py
index c6142822bef7b..84490dc574503 100644
--- a/localstack-core/localstack/aws/api/s3control/__init__.py
+++ b/localstack-core/localstack/aws/api/s3control/__init__.py
@@ -65,6 +65,7 @@
 MultiRegionAccessPointId = str
 MultiRegionAccessPointName = str
 NoSuchPublicAccessBlockConfigurationMessage = str
+NonEmptyKmsKeyArnString = str
 NonEmptyMaxLength1024String = str
 NonEmptyMaxLength2048String = str
 NonEmptyMaxLength256String = str
@@ -902,6 +903,36 @@ class CreateBucketResult(TypedDict, total=False):
     BucketArn: Optional[S3RegionalBucketArn]
 
 
+class NotSSEFilter(TypedDict, total=False):
+    pass
+
+
+class SSECFilter(TypedDict, total=False):
+    pass
+
+
+class DSSEKMSFilter(TypedDict, total=False):
+    KmsKeyArn: Optional[NonEmptyKmsKeyArnString]
+
+
+class SSEKMSFilter(TypedDict, total=False):
+    KmsKeyArn: Optional[NonEmptyKmsKeyArnString]
+    BucketKeyEnabled: Optional[Boolean]
+
+
+class SSES3Filter(TypedDict, total=False):
+    pass
+
+
+class ObjectEncryptionFilter(TypedDict, total=False):
+    SSES3: Optional[SSES3Filter]
+    SSEKMS: Optional[SSEKMSFilter]
+    DSSEKMS: Optional[DSSEKMSFilter]
+    SSEC: Optional[SSECFilter]
+    NOTSSE: Optional[NotSSEFilter]
+
+
+ObjectEncryptionFilterList = List[ObjectEncryptionFilter]
 StorageClassList = List[S3StorageClass]
 ObjectSizeLessThanBytes = int
 ObjectSizeGreaterThanBytes = int
@@ -927,6 +958,7 @@ class JobManifestGeneratorFilter(TypedDict, total=False):
     ObjectSizeGreaterThanBytes: Optional[ObjectSizeGreaterThanBytes]
     ObjectSizeLessThanBytes: Optional[ObjectSizeLessThanBytes]
     MatchAnyStorageClass: Optional[StorageClassList]
+    MatchAnyObjectEncryption: Optional[ObjectEncryptionFilterList]
 
 
 class SSEKMSEncryption(TypedDict, total=False):
diff --git a/pyproject.toml b/pyproject.toml
index 9f67e7d229041..ccabcbcf8307c 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -53,9 +53,9 @@ Issues = "https://github.com/localstack/localstack/issues"
 # minimal required to actually run localstack on the host for services natively implemented in python
 base-runtime = [
     # pinned / updated by ASF update action
-    "boto3==1.40.30",
+    "boto3==1.40.35",
     # pinned / updated by ASF update action
-    "botocore==1.40.30",
+    "botocore==1.40.35",
     "awscrt>=0.13.14,!=0.27.1",
     "cbor2>=5.5.0",
     "dnspython>=1.16.0",
@@ -78,7 +78,7 @@ base-runtime = [
 runtime = [
     "localstack-core[base-runtime]",
     # pinned / updated by ASF update action
-    "awscli==1.42.30",
+    "awscli==1.42.35",
     "airspeed-ext>=0.6.3",
     # version that has a built wheel
     "kclpy-ext>=3.0.0",
diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index 7876efa271967..dc4e216bd931a 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -11,9 +11,9 @@ attrs==25.3.0
     #   referencing
 awscrt==0.27.6
     # via localstack-core (pyproject.toml)
-boto3==1.40.30
+boto3==1.40.35
     # via localstack-core (pyproject.toml)
-botocore==1.40.30
+botocore==1.40.35
     # via
     #   boto3
     #   localstack-core (pyproject.toml)
diff --git a/requirements-dev.txt b/requirements-dev.txt
index c57170e06d350..0b8c1d783686a 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -39,17 +39,17 @@ aws-sam-translator==1.100.0
     #   localstack-core
 aws-xray-sdk==2.14.0
     # via moto-ext
-awscli==1.42.30
+awscli==1.42.35
     # via localstack-core
 awscrt==0.27.6
     # via localstack-core
-boto3==1.40.30
+boto3==1.40.35
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.40.30
+botocore==1.40.35
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index efe607c476945..d33f15085afe1 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -27,17 +27,17 @@ aws-sam-translator==1.100.0
     #   localstack-core (pyproject.toml)
 aws-xray-sdk==2.14.0
     # via moto-ext
-awscli==1.42.30
+awscli==1.42.35
     # via localstack-core (pyproject.toml)
 awscrt==0.27.6
     # via localstack-core
-boto3==1.40.30
+boto3==1.40.35
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.40.30
+botocore==1.40.35
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-test.txt b/requirements-test.txt
index c9d591fef0c23..19a88789af7f5 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -39,17 +39,17 @@ aws-sam-translator==1.100.0
     #   localstack-core
 aws-xray-sdk==2.14.0
     # via moto-ext
-awscli==1.42.30
+awscli==1.42.35
     # via localstack-core
 awscrt==0.27.6
     # via localstack-core
-boto3==1.40.30
+boto3==1.40.35
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.40.30
+botocore==1.40.35
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index f39f1ab1b83a6..aac5c3cfc3399 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -39,11 +39,11 @@ aws-sam-translator==1.100.0
     #   localstack-core
 aws-xray-sdk==2.14.0
     # via moto-ext
-awscli==1.42.30
+awscli==1.42.35
     # via localstack-core
 awscrt==0.27.6
     # via localstack-core
-boto3==1.40.30
+boto3==1.40.35
     # via
     #   aws-sam-translator
     #   kclpy-ext
@@ -51,7 +51,7 @@ boto3==1.40.30
     #   moto-ext
 boto3-stubs==1.40.31
     # via localstack-core (pyproject.toml)
-botocore==1.40.30
+botocore==1.40.35
     # via
     #   aws-xray-sdk
     #   awscli

From 32eab7e7e7828f582fd46ddef0e2c112626c620b Mon Sep 17 00:00:00 2001
From: segogoreng <39238574+segogoreng@users.noreply.github.com>
Date: Mon, 22 Sep 2025 15:07:30 +0700
Subject: [PATCH 228/697] CLA: Fix typo (#13176)

---
 .github/CLA.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/CLA.md b/.github/CLA.md
index fb829b3434191..840ddc9fdb05c 100644
--- a/.github/CLA.md
+++ b/.github/CLA.md
@@ -2,7 +2,7 @@
 
 This license is for your protection as a Contributor as well as the protection of the maintainers of the LocalStack software; it does not change your rights to use your own Contributions for any other purpose. In the following, the maintainers of LocalStack are referred to as "LocalStack".
 
-You accept and agree to the following terms and conditions for Your present and future Contributions submitted to "LocalStack". Except for the license granted herein to LocalSack and recipients of software distributed by "LocalStack", You reserve all right, title, and interest in and to Your Contributions.
+You accept and agree to the following terms and conditions for Your present and future Contributions submitted to "LocalStack". Except for the license granted herein to LocalStack and recipients of software distributed by "LocalStack", You reserve all right, title, and interest in and to Your Contributions.
 
 1. Definitions.
 

From 26647b8e83e24c2d4ac0b8fb7caa0b722c0f8475 Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Mon, 22 Sep 2025 14:09:51 +0200
Subject: [PATCH 229/697] Update CODEOWNERS (#13178)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
---
 CODEOWNERS | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/CODEOWNERS b/CODEOWNERS
index 47d263c3a2bd9..d82443a8c02f6 100644
--- a/CODEOWNERS
+++ b/CODEOWNERS
@@ -235,9 +235,9 @@
 /tests/unit/services/sqs/ @thrau @baermat @gregfurman
 
 # ssm
-/localstack-core/localstack/aws/api/ssm/ @dominikschubert
-/localstack-core/localstack/services/ssm/ @dominikschubert
-/tests/aws/services/ssm/ @dominikschubert
+/localstack-core/localstack/aws/api/ssm/ @viren-nadkarni @dominikschubert
+/localstack-core/localstack/services/ssm/ @viren-nadkarni @dominikschubert
+/tests/aws/services/ssm/ @viren-nadkarni @dominikschubert
 
 # stepfunctions
 /localstack-core/localstack/aws/api/stepfunctions/ @dominikschubert @joe4dev @gregfurman

From 4be950cdb5fa5568a661d2f716e87c021a03f9cb Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Mon, 22 Sep 2025 15:27:31 +0200
Subject: [PATCH 230/697] ASF: handle error serialization for Query-compatible
 services (#13172)

---
 .../localstack/aws/protocol/serializer.py     |  73 +++---
 .../services/cloudwatch/provider_v2.py        |   2 +-
 tests/aws/services/cloudwatch/conftest.py     |  52 +++++
 .../services/cloudwatch/test_cloudwatch.py    |  78 ++++---
 .../cloudwatch/test_cloudwatch.snapshot.json  | 210 ++++++++++++++++--
 .../test_cloudwatch.validation.json           |  81 +++++++
 tests/aws/services/sqs/test_sqs.snapshot.json |   4 +-
 .../aws/services/sqs/test_sqs.validation.json |  16 +-
 8 files changed, 424 insertions(+), 92 deletions(-)
 create mode 100644 tests/aws/services/cloudwatch/conftest.py

diff --git a/localstack-core/localstack/aws/protocol/serializer.py b/localstack-core/localstack/aws/protocol/serializer.py
index 9be90635d77a8..4de2fc34d53df 100644
--- a/localstack-core/localstack/aws/protocol/serializer.py
+++ b/localstack-core/localstack/aws/protocol/serializer.py
@@ -614,6 +614,15 @@ def _add_md5_header(self, response: Response):
     def _get_error_message(self, error: Exception) -> str | None:
         return str(error) if error is not None and str(error) != "None" else None
 
+    def _add_query_compatible_error_header(self, response: Response, error: ServiceException):
+        """
+        Add an `x-amzn-query-error` header for client to  translate errors codes from former `query` services
+        into other protocols.
+        """
+
+        sender_fault = "Sender" if error.sender_fault else "Receiver"
+        response.headers["x-amzn-query-error"] = f"{error.code};{sender_fault}"
+
 
 class BaseXMLResponseSerializer(ResponseSerializer):
     """
@@ -1254,8 +1263,20 @@ def _serialize_error(
         # TODO implement different service-specific serializer configurations
         #   - currently we set both, the `__type` member as well as the `X-Amzn-Errortype` header
         #   - the specification defines that it's either the __type field OR the header
-        response.headers["X-Amzn-Errortype"] = error.code
-        body["__type"] = error.code
+        # this depends on the JSON protocol version as well. If json-1.0 the Error should be the full shape ID, like
+        # com.amazon.coral.service#ExceptionName
+        # if json-1.1, it should only be the name
+
+        # if the operation is query compatible, we need to add to use shape name
+        # when we create `CommonServiceException` and they don't exist in the spec, we give already give the error name
+        # as the exception code.
+        if shape and operation_model.service_model.is_query_compatible:
+            code = shape.name
+        else:
+            code = error.code
+
+        response.headers["X-Amzn-Errortype"] = code
+        body["__type"] = code
 
         if shape:
             remaining_params = {}
@@ -1280,6 +1301,9 @@ def _serialize_error(
         else:
             response.set_json(body)
 
+        if operation_model.service_model.is_query_compatible:
+            self._add_query_compatible_error_header(response, error)
+
     def _serialize_response(
         self,
         parameters: dict,
@@ -1858,10 +1882,17 @@ def _serialize_error(
     ) -> None:
         body = bytearray()
         response.content_type = mime_type  # can only be 'application/cbor'
-        # TODO: the Botocore parser is able to look at the `x-amzn-query-error` header for the RpcV2 CBOR protocol
-        #  we'll need to investigate which services need it
+
         # Responses for the rpcv2Cbor protocol SHOULD NOT contain the X-Amzn-ErrorType header.
-        # Type information is always serialized in the payload. This is different than `json` protocol
+        # Type information is always serialized in the payload. This is different from the `json` protocol
+
+        # if the operation is query compatible, we need to add to use shape name
+        # when we create `CommonServiceException` and they don't exist in the spec, we give already give the error name
+        # as the exception code.
+        if shape and operation_model.service_model.is_query_compatible:
+            code = shape.name
+        else:
+            code = error.code
 
         if shape:
             # FIXME: we need to manually add the `__type` field to the shape as it is not part of the specs
@@ -1872,7 +1903,7 @@ def _serialize_error(
             shape_copy.members["__type"] = StringShape(
                 shape_name="__type", shape_model={"type": "string"}
             )
-            remaining_params = {"__type": error.code}
+            remaining_params = {"__type": code}
 
             for member_name in shape_copy.members:
                 if hasattr(error, member_name):
@@ -1887,6 +1918,9 @@ def _serialize_error(
 
         response.set_response(bytes(body))
 
+        if operation_model.service_model.is_query_compatible:
+            self._add_query_compatible_error_header(response, error)
+
     def _prepare_additional_traits_in_response(
         self, response: Response, operation_model: OperationModel, request_id: str
     ):
@@ -2191,26 +2225,12 @@ class SqsJsonResponseSerializer(JSONResponseSerializer):
         "QueueNameExists": "QueueAlreadyExists",
     }
 
-    def _serialize_error(
-        self,
-        error: ServiceException,
-        response: Response,
-        shape: StructureShape,
-        operation_model: OperationModel,
-        mime_type: str,
-        request_id: str,
-    ) -> None:
-        """
-        Overrides _serialize_error as SQS has a special header for query API legacy reason: 'x-amzn-query-error',
-        which contained the exception code as well as a Sender field.
-        Ex: 'x-amzn-query-error': 'InvalidParameterValue;Sender'
-        """
-        # TODO: for body["__type"] = error.code, it seems AWS differs from what we send for SQS
-        # AWS: "com.amazon.coral.service#InvalidParameterValueException"
-        # or AWS: "com.amazonaws.sqs#BatchRequestTooLong"
-        # LocalStack: "InvalidParameterValue"
-        super()._serialize_error(error, response, shape, operation_model, mime_type, request_id)
-        # We need to add a prefix to certain errors, as they have been deleted in the specs. These will not change
+    # TODO: on body error serialization (body["__type"]),it seems AWS differs from what we send for SQS
+    #  AWS: "com.amazon.coral.service#InvalidParameterValueException"
+    #  or AWS: "com.amazonaws.sqs#BatchRequestTooLong"
+    #  LocalStack: "InvalidParameterValue"
+
+    def _add_query_compatible_error_header(self, response: Response, error: ServiceException):
         if error.code in self.JSON_TO_QUERY_ERROR_CODES:
             code = self.JSON_TO_QUERY_ERROR_CODES[error.code]
         elif error.code in self.QUERY_PREFIXED_ERRORS:
@@ -2218,6 +2238,7 @@ def _serialize_error(
         else:
             code = error.code
 
+        # SQS exceptions all have sender fault set to False, so we hardcode it to `Sender`
         response.headers["x-amzn-query-error"] = f"{code};Sender"
 
 
diff --git a/localstack-core/localstack/services/cloudwatch/provider_v2.py b/localstack-core/localstack/services/cloudwatch/provider_v2.py
index 730600c2db255..e70a4d31d8bf8 100644
--- a/localstack-core/localstack/services/cloudwatch/provider_v2.py
+++ b/localstack-core/localstack/services/cloudwatch/provider_v2.py
@@ -738,7 +738,7 @@ def get_metric_statistics(
                 for i, timestamp in enumerate(timestamps):
                     stat_datapoints.setdefault(selected_unit, {})
                     stat_datapoints[selected_unit].setdefault(timestamp, {})
-                    stat_datapoints[selected_unit][timestamp][stat] = values[i]
+                    stat_datapoints[selected_unit][timestamp][stat] = float(values[i])
                     stat_datapoints[selected_unit][timestamp]["Unit"] = selected_unit
 
         datapoints: list[Datapoint] = []
diff --git a/tests/aws/services/cloudwatch/conftest.py b/tests/aws/services/cloudwatch/conftest.py
new file mode 100644
index 0000000000000..e685952dd22df
--- /dev/null
+++ b/tests/aws/services/cloudwatch/conftest.py
@@ -0,0 +1,52 @@
+import os
+from typing import TYPE_CHECKING
+
+import pytest
+from botocore.parsers import create_parser
+from botocore.serialize import create_serializer
+
+from localstack.aws.spec import load_service
+from localstack.testing.aws.util import is_aws_cloud
+
+if TYPE_CHECKING:
+    from mypy_boto3_cloudwatch import CloudWatchClient
+
+
+def is_old_provider():
+    return os.environ.get("PROVIDER_OVERRIDE_CLOUDWATCH") == "v1" and not is_aws_cloud()
+
+
+@pytest.fixture(params=["query", "json", "smithy-rpc-v2-cbor"])
+def aws_cloudwatch_client(aws_client, monkeypatch, request) -> "CloudWatchClient":
+    protocol = request.param
+    if is_old_provider() and protocol in ("json", "smithy-rpc-v2-cbor"):
+        pytest.skip(f"Protocol '{protocol}' not supported in Moto")
+    """
+    Currently, there are no way to select which protocol to use when creating a Boto3 client for a service that supports
+    multiple protocols, like CloudWatch.
+    To avoid mutating clients by patching the client initialization logic, we can hardcode the parser and serializer
+    used by the client instead.
+    """
+    # TODO: remove once Botocore countains the new CloudWatch spec
+    #  for now, we need to also patch the botocore client to be sure it contains the updated service model via the
+    #  json patch
+    service_model = load_service("cloudwatch")
+
+    # instantiate a client via our ExternalAwsClientFactory exposed via `aws_client` fixture
+    cloudwatch_client_wrapper = aws_client.cloudwatch
+    # this instance above is the `MetadataRequestInjector`, which wraps the actual client
+    cloudwatch_client = cloudwatch_client_wrapper._client
+
+    # the default client behavior is to include validation
+    protocol_serializer = create_serializer(protocol)
+    protocol_parser = create_parser(protocol)
+
+    monkeypatch.setattr(cloudwatch_client.meta, "_service_model", service_model)
+    monkeypatch.setattr(cloudwatch_client, "_serializer", protocol_serializer)
+    monkeypatch.setattr(cloudwatch_client, "_response_parser", protocol_parser)
+    monkeypatch.setattr(cloudwatch_client.meta.service_model, "resolved_protocol", protocol)
+
+    # this is useful to know from the test itself which protocol is currently used
+    monkeypatch.setattr(cloudwatch_client, "test_client_protocol", protocol, raising=False)
+
+    yield cloudwatch_client
diff --git a/tests/aws/services/cloudwatch/test_cloudwatch.py b/tests/aws/services/cloudwatch/test_cloudwatch.py
index 3d17fde60f70a..55cb0dd54086c 100644
--- a/tests/aws/services/cloudwatch/test_cloudwatch.py
+++ b/tests/aws/services/cloudwatch/test_cloudwatch.py
@@ -2,7 +2,6 @@
 import gzip
 import json
 import logging
-import os
 import threading
 import time
 from datetime import UTC, datetime, timedelta, timezone
@@ -24,30 +23,28 @@
 from localstack.utils.common import retry, short_uid, to_str
 from localstack.utils.sync import poll_condition, wait_until
 
+from .conftest import is_old_provider
 from .utils import get_cloudwatch_client
 
 if TYPE_CHECKING:
     from mypy_boto3_logs import CloudWatchLogsClient
+
 PUBLICATION_RETRIES = 5
 
 LOG = logging.getLogger(__name__)
 
 
-def is_old_provider():
-    return os.environ.get("PROVIDER_OVERRIDE_CLOUDWATCH") == "v1" and not is_aws_cloud()
-
-
 class TestCloudwatch:
     @markers.aws.validated
-    def test_put_metric_data_values_list(self, snapshot, aws_client):
+    def test_put_metric_data_values_list(self, snapshot, aws_cloudwatch_client):
         metric_name = "test-metric"
         namespace = f"ns-{short_uid()}"
-        utc_now = datetime.utcnow().replace(tzinfo=UTC)
+        utc_now = datetime.now(tz=UTC)
         snapshot.add_transformer(
             snapshot.transform.key_value("Timestamp", reference_replacement=False)
         )
 
-        aws_client.cloudwatch.put_metric_data(
+        aws_cloudwatch_client.put_metric_data(
             Namespace=namespace,
             MetricData=[
                 {
@@ -60,9 +57,11 @@ def test_put_metric_data_values_list(self, snapshot, aws_client):
             ],
         )
 
+        stats = {}
+
         def get_stats() -> int:
-            global stats
-            stats = aws_client.cloudwatch.get_metric_statistics(
+            nonlocal stats
+            stats = aws_cloudwatch_client.get_metric_statistics(
                 Namespace=namespace,
                 MetricName=metric_name,
                 StartTime=utc_now - timedelta(seconds=60),
@@ -77,7 +76,7 @@ def get_stats() -> int:
         snapshot.match("get_metric_statistics", stats)
 
     @markers.aws.only_localstack
-    def test_put_metric_data_gzip(self, aws_client, region_name):
+    def test_put_metric_data_gzip_with_query_protocol(self, aws_client, region_name):
         metric_name = "test-metric"
         namespace = "namespace"
         data = (
@@ -117,13 +116,13 @@ def test_put_metric_data_gzip(self, aws_client, region_name):
 
     @markers.aws.validated
     @pytest.mark.skipif(is_old_provider(), reason="not supported by the old provider")
-    def test_put_metric_data_validation(self, aws_client):
+    def test_put_metric_data_validation(self, aws_cloudwatch_client, snapshot):
         namespace = f"ns-{short_uid()}"
-        utc_now = datetime.utcnow().replace(tzinfo=UTC)
+        utc_now = datetime.now(tz=UTC)
 
         # test invalid due to having both Values and Value
-        with pytest.raises(Exception) as ex:
-            aws_client.cloudwatch.put_metric_data(
+        with pytest.raises(ClientError) as ex:
+            aws_cloudwatch_client.put_metric_data(
                 Namespace=namespace,
                 MetricData=[
                     {
@@ -135,16 +134,11 @@ def test_put_metric_data_validation(self, aws_client):
                     }
                 ],
             )
-        err = ex.value.response["Error"]
-        assert err["Code"] == "InvalidParameterCombination"
-        assert (
-            err["Message"]
-            == "The parameters MetricData.member.1.Value and MetricData.member.1.Values are mutually exclusive and you have specified both."
-        )
+        snapshot.match("invalid-param-combination", ex.value.response)
 
         # test invalid due to data can not have and values mismatched_counts
-        with pytest.raises(Exception) as ex:
-            aws_client.cloudwatch.put_metric_data(
+        with pytest.raises(ClientError) as ex:
+            aws_cloudwatch_client.put_metric_data(
                 Namespace=namespace,
                 MetricData=[
                     {
@@ -156,16 +150,11 @@ def test_put_metric_data_validation(self, aws_client):
                     }
                 ],
             )
-        err = ex.value.response["Error"]
-        assert err["Code"] == "InvalidParameterValue"
-        assert (
-            err["Message"]
-            == "The parameters MetricData.member.1.Values and MetricData.member.1.Counts must be of the same size."
-        )
+        snapshot.match("invalid-param-value", ex.value.response)
 
         # test invalid due to inserting both value and statistic values
-        with pytest.raises(Exception) as ex:
-            aws_client.cloudwatch.put_metric_data(
+        with pytest.raises(ClientError) as ex:
+            aws_cloudwatch_client.put_metric_data(
                 Namespace=namespace,
                 MetricData=[
                     {
@@ -182,15 +171,10 @@ def test_put_metric_data_validation(self, aws_client):
                     }
                 ],
             )
-        err = ex.value.response["Error"]
-        assert err["Code"] == "InvalidParameterCombination"
-        assert (
-            err["Message"]
-            == "The parameters MetricData.member.1.Value and MetricData.member.1.StatisticValues are mutually exclusive and you have specified both."
-        )
+        snapshot.match("invalid-param-combination-2", ex.value.response)
 
         # For some strange reason the AWS implementation allows this
-        aws_client.cloudwatch.put_metric_data(
+        aws_cloudwatch_client.put_metric_data(
             Namespace=namespace,
             MetricData=[
                 {
@@ -2937,8 +2921,6 @@ def test_invalid_amount_of_datapoints(self, aws_client, snapshot):
 
 
 class TestCloudWatchMultiProtocol:
-    # TODO: run the whole test suite with all available protocols
-
     @pytest.fixture
     def cloudwatch_http_client(self, region_name, aws_http_client_factory):
         def _create_client(protocol: str):
@@ -2948,6 +2930,22 @@ def _create_client(protocol: str):
 
         return _create_client
 
+    @markers.aws.validated
+    def test_multi_protocol_client_fixture(self, aws_cloudwatch_client):
+        """
+        Smoke test to validate that the client is indeed using the right protocol
+        """
+        response = aws_cloudwatch_client.describe_alarms()
+        response_headers = response["ResponseMetadata"]["HTTPHeaders"]
+        content_type = response_headers["content-type"]
+        if aws_cloudwatch_client.test_client_protocol == "query":
+            assert content_type in ("text/xml", "application/xml")
+        elif aws_cloudwatch_client.test_client_protocol == "json":
+            assert content_type == "application/x-amz-json-1.0"
+        elif aws_cloudwatch_client.test_client_protocol == "smithy-rpc-v2-cbor":
+            assert content_type == "application/cbor"
+            assert response_headers["smithy-protocol"] == "rpc-v2-cbor"
+
     @markers.aws.validated
     @pytest.mark.parametrize("protocol", ["json", "smithy-rpc-v2-cbor", "query"])
     @markers.snapshot.skip_snapshot_verify(
diff --git a/tests/aws/services/cloudwatch/test_cloudwatch.snapshot.json b/tests/aws/services/cloudwatch/test_cloudwatch.snapshot.json
index 72901e6ae417e..05c57777a680f 100644
--- a/tests/aws/services/cloudwatch/test_cloudwatch.snapshot.json
+++ b/tests/aws/services/cloudwatch/test_cloudwatch.snapshot.json
@@ -626,27 +626,6 @@
       }
     }
   },
-  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_put_metric_data_values_list": {
-    "recorded-date": "25-09-2023, 10:26:17",
-    "recorded-content": {
-      "get_metric_statistics": {
-        "Datapoints": [
-          {
-            "Maximum": 10.0,
-            "SampleCount": 6.0,
-            "Sum": 42.0,
-            "Timestamp": "timestamp",
-            "Unit": "Count"
-          }
-        ],
-        "Label": "test-metric",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
   "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_store_tags": {
     "recorded-date": "02-09-2024, 14:03:31",
     "recorded-content": {
@@ -2375,5 +2354,194 @@
         }
       }
     }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_put_metric_data_values_list[query]": {
+    "recorded-date": "19-09-2025, 17:40:30",
+    "recorded-content": {
+      "get_metric_statistics": {
+        "Datapoints": [
+          {
+            "Maximum": 10.0,
+            "SampleCount": 6.0,
+            "Sum": 42.0,
+            "Timestamp": "timestamp",
+            "Unit": "Count"
+          }
+        ],
+        "Label": "test-metric",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_put_metric_data_values_list[json]": {
+    "recorded-date": "19-09-2025, 17:40:31",
+    "recorded-content": {
+      "get_metric_statistics": {
+        "Datapoints": [
+          {
+            "Maximum": 10.0,
+            "SampleCount": 6.0,
+            "Sum": 42.0,
+            "Timestamp": "timestamp",
+            "Unit": "Count"
+          }
+        ],
+        "Label": "test-metric",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_put_metric_data_values_list[smithy-rpc-v2-cbor]": {
+    "recorded-date": "19-09-2025, 17:40:32",
+    "recorded-content": {
+      "get_metric_statistics": {
+        "Datapoints": [
+          {
+            "Maximum": 10.0,
+            "SampleCount": 6.0,
+            "Sum": 42.0,
+            "Timestamp": "timestamp",
+            "Unit": "Count"
+          }
+        ],
+        "Label": "test-metric",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_put_metric_data_validation[query]": {
+    "recorded-date": "19-09-2025, 18:08:03",
+    "recorded-content": {
+      "invalid-param-combination": {
+        "Error": {
+          "Code": "InvalidParameterCombination",
+          "Message": "The parameters MetricData.member.1.Value and MetricData.member.1.Values are mutually exclusive and you have specified both.",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "invalid-param-value": {
+        "Error": {
+          "Code": "InvalidParameterValue",
+          "Message": "The parameters MetricData.member.1.Values and MetricData.member.1.Counts must be of the same size.",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "invalid-param-combination-2": {
+        "Error": {
+          "Code": "InvalidParameterCombination",
+          "Message": "The parameters MetricData.member.1.Value and MetricData.member.1.StatisticValues are mutually exclusive and you have specified both.",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_put_metric_data_validation[json]": {
+    "recorded-date": "19-09-2025, 18:08:04",
+    "recorded-content": {
+      "invalid-param-combination": {
+        "Error": {
+          "Code": "InvalidParameterCombination",
+          "Message": "The parameters MetricData.member.1.Value and MetricData.member.1.Values are mutually exclusive and you have specified both.",
+          "QueryErrorCode": "InvalidParameterCombinationException",
+          "Type": "Sender"
+        },
+        "message": "The parameters MetricData.member.1.Value and MetricData.member.1.Values are mutually exclusive and you have specified both.",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "invalid-param-value": {
+        "Error": {
+          "Code": "InvalidParameterValue",
+          "Message": "The parameters MetricData.member.1.Values and MetricData.member.1.Counts must be of the same size.",
+          "QueryErrorCode": "InvalidParameterValueException",
+          "Type": "Sender"
+        },
+        "message": "The parameters MetricData.member.1.Values and MetricData.member.1.Counts must be of the same size.",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "invalid-param-combination-2": {
+        "Error": {
+          "Code": "InvalidParameterCombination",
+          "Message": "The parameters MetricData.member.1.Value and MetricData.member.1.StatisticValues are mutually exclusive and you have specified both.",
+          "QueryErrorCode": "InvalidParameterCombinationException",
+          "Type": "Sender"
+        },
+        "message": "The parameters MetricData.member.1.Value and MetricData.member.1.StatisticValues are mutually exclusive and you have specified both.",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_put_metric_data_validation[smithy-rpc-v2-cbor]": {
+    "recorded-date": "19-09-2025, 18:08:05",
+    "recorded-content": {
+      "invalid-param-combination": {
+        "Error": {
+          "Code": "InvalidParameterCombination",
+          "Message": "The parameters MetricData.member.1.Value and MetricData.member.1.Values are mutually exclusive and you have specified both.",
+          "QueryErrorCode": "InvalidParameterCombinationException",
+          "Type": "Sender"
+        },
+        "message": "The parameters MetricData.member.1.Value and MetricData.member.1.Values are mutually exclusive and you have specified both.",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "invalid-param-value": {
+        "Error": {
+          "Code": "InvalidParameterValue",
+          "Message": "The parameters MetricData.member.1.Values and MetricData.member.1.Counts must be of the same size.",
+          "QueryErrorCode": "InvalidParameterValueException",
+          "Type": "Sender"
+        },
+        "message": "The parameters MetricData.member.1.Values and MetricData.member.1.Counts must be of the same size.",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "invalid-param-combination-2": {
+        "Error": {
+          "Code": "InvalidParameterCombination",
+          "Message": "The parameters MetricData.member.1.Value and MetricData.member.1.StatisticValues are mutually exclusive and you have specified both.",
+          "QueryErrorCode": "InvalidParameterCombinationException",
+          "Type": "Sender"
+        },
+        "message": "The parameters MetricData.member.1.Value and MetricData.member.1.StatisticValues are mutually exclusive and you have specified both.",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/cloudwatch/test_cloudwatch.validation.json b/tests/aws/services/cloudwatch/test_cloudwatch.validation.json
index 7a758915d5f15..a98a64dd22330 100644
--- a/tests/aws/services/cloudwatch/test_cloudwatch.validation.json
+++ b/tests/aws/services/cloudwatch/test_cloudwatch.validation.json
@@ -26,6 +26,33 @@
       "total": 3.05
     }
   },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudWatchMultiProtocol::test_multi_protocol_client_fixture[json]": {
+    "last_validated_date": "2025-09-19T17:26:49+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.13,
+      "teardown": 0.0,
+      "total": 0.13
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudWatchMultiProtocol::test_multi_protocol_client_fixture[query]": {
+    "last_validated_date": "2025-09-19T17:26:49+00:00",
+    "durations_in_seconds": {
+      "setup": 0.05,
+      "call": 0.59,
+      "teardown": 0.0,
+      "total": 0.64
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudWatchMultiProtocol::test_multi_protocol_client_fixture[smithy-rpc-v2-cbor]": {
+    "last_validated_date": "2025-09-19T17:26:49+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.14,
+      "teardown": 0.0,
+      "total": 0.14
+    }
+  },
   "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_alarm_lambda_target": {
     "last_validated_date": "2024-01-03T17:30:00+00:00"
   },
@@ -86,9 +113,63 @@
   "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_put_metric_alarm": {
     "last_validated_date": "2025-05-12T16:20:56+00:00"
   },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_put_metric_data_validation[json]": {
+    "last_validated_date": "2025-09-19T18:08:04+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 1.34,
+      "teardown": 0.0,
+      "total": 1.34
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_put_metric_data_validation[query]": {
+    "last_validated_date": "2025-09-19T18:08:03+00:00",
+    "durations_in_seconds": {
+      "setup": 0.5,
+      "call": 1.67,
+      "teardown": 0.0,
+      "total": 2.17
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_put_metric_data_validation[smithy-rpc-v2-cbor]": {
+    "last_validated_date": "2025-09-19T18:08:05+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 1.36,
+      "teardown": 0.0,
+      "total": 1.36
+    }
+  },
   "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_put_metric_data_values_list": {
     "last_validated_date": "2023-09-25T08:26:17+00:00"
   },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_put_metric_data_values_list[json]": {
+    "last_validated_date": "2025-09-19T17:40:31+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.83,
+      "teardown": 0.0,
+      "total": 0.83
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_put_metric_data_values_list[query]": {
+    "last_validated_date": "2025-09-19T17:40:30+00:00",
+    "durations_in_seconds": {
+      "setup": 0.51,
+      "call": 1.14,
+      "teardown": 0.0,
+      "total": 1.65
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_put_metric_data_values_list[smithy-rpc-v2-cbor]": {
+    "last_validated_date": "2025-09-19T17:40:32+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 1.43,
+      "teardown": 0.0,
+      "total": 1.43
+    }
+  },
   "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_set_alarm": {
     "last_validated_date": "2024-01-19T15:30:05+00:00"
   },
diff --git a/tests/aws/services/sqs/test_sqs.snapshot.json b/tests/aws/services/sqs/test_sqs.snapshot.json
index 413816363848d..c296c9727bea2 100644
--- a/tests/aws/services/sqs/test_sqs.snapshot.json
+++ b/tests/aws/services/sqs/test_sqs.snapshot.json
@@ -3757,7 +3757,7 @@
     }
   },
   "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_send_empty_message[sqs]": {
-    "recorded-date": "05-03-2025, 19:25:09",
+    "recorded-date": "19-09-2025, 18:26:04",
     "recorded-content": {
       "send_empty_message": {
         "Error": {
@@ -3774,7 +3774,7 @@
     }
   },
   "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_send_empty_message[sqs_query]": {
-    "recorded-date": "05-03-2025, 19:25:09",
+    "recorded-date": "19-09-2025, 18:26:05",
     "recorded-content": {
       "send_empty_message": {
         "Error": {
diff --git a/tests/aws/services/sqs/test_sqs.validation.json b/tests/aws/services/sqs/test_sqs.validation.json
index 356fb16117169..6781c0213ab47 100644
--- a/tests/aws/services/sqs/test_sqs.validation.json
+++ b/tests/aws/services/sqs/test_sqs.validation.json
@@ -405,10 +405,22 @@
     "last_validated_date": "2024-04-30T13:40:12+00:00"
   },
   "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_send_empty_message[sqs]": {
-    "last_validated_date": "2025-03-05T19:25:09+00:00"
+    "last_validated_date": "2025-09-19T18:26:04+00:00",
+    "durations_in_seconds": {
+      "setup": 0.96,
+      "call": 0.12,
+      "teardown": 0.16,
+      "total": 1.24
+    }
   },
   "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_send_empty_message[sqs_query]": {
-    "last_validated_date": "2025-03-05T19:25:09+00:00"
+    "last_validated_date": "2025-09-19T18:26:05+00:00",
+    "durations_in_seconds": {
+      "setup": 0.14,
+      "call": 0.42,
+      "teardown": 0.2,
+      "total": 0.76
+    }
   },
   "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_send_message_batch[sqs]": {
     "last_validated_date": "2024-04-30T13:40:08+00:00"

From e4ea97ed3c5023ebd75d01b4a170e849fb74fb26 Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Tue, 23 Sep 2025 11:19:32 +0200
Subject: [PATCH 231/697] Upgrade pinned Python dependencies (#13182)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
---
 .pre-commit-config.yaml       |  4 +--
 requirements-base-runtime.txt | 14 +++++-----
 requirements-basic.txt        |  8 +++---
 requirements-dev.txt          | 34 ++++++++++++-------------
 requirements-runtime.txt      | 26 +++++++++----------
 requirements-test.txt         | 32 +++++++++++------------
 requirements-typehint.txt     | 48 +++++++++++++++++------------------
 7 files changed, 83 insertions(+), 83 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 04450ca5e96e1..cb0662cc05963 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -3,7 +3,7 @@
 repos:
   - repo: https://github.com/astral-sh/ruff-pre-commit
     # Ruff version.
-    rev: v0.13.0
+    rev: v0.13.1
     hooks:
       - id: ruff
         args: [--fix, --exit-non-zero-on-fix]
@@ -11,7 +11,7 @@ repos:
       - id: ruff-format
 
   - repo: https://github.com/pre-commit/mirrors-mypy
-    rev: v1.18.1
+    rev: v1.18.2
     hooks:
       - id: mypy
         entry: bash -c 'cd localstack-core && mypy --install-types --non-interactive'
diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index dc4e216bd931a..09b352a5c0053 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -2,14 +2,14 @@
 # This file is autogenerated by pip-compile with Python 3.13
 # by the following command:
 #
-#    pip-compile --extra=base-runtime --output-file=requirements-base-runtime.txt --strip-extras --unsafe-package=distribute --unsafe-package=localstack-core --unsafe-package=pip --unsafe-package=setuptools pyproject.toml
+#    pip-compile --cert=None --client-cert=None --extra=base-runtime --index-url=None --output-file=requirements-base-runtime.txt --pip-args=None --strip-extras --unsafe-package=distribute --unsafe-package=localstack-core --unsafe-package=pip --unsafe-package=setuptools pyproject.toml
 #
 attrs==25.3.0
     # via
     #   jsonschema
     #   localstack-twisted
     #   referencing
-awscrt==0.27.6
+awscrt==0.28.1
     # via localstack-core (pyproject.toml)
 boto3==1.40.35
     # via localstack-core (pyproject.toml)
@@ -30,11 +30,11 @@ cffi==2.0.0
     # via cryptography
 charset-normalizer==3.4.3
     # via requests
-click==8.2.1
+click==8.3.0
     # via localstack-core (pyproject.toml)
 constantly==23.10.4
     # via localstack-twisted
-cryptography==45.0.7
+cryptography==46.0.1
     # via
     #   localstack-core (pyproject.toml)
     #   pyopenssl
@@ -124,13 +124,13 @@ priority==1.3.0
     # via
     #   hypercorn
     #   localstack-twisted
-psutil==7.0.0
+psutil==7.1.0
     # via localstack-core (pyproject.toml)
 pycparser==2.23
     # via cffi
 pygments==2.19.2
     # via rich
-pyopenssl==25.2.0
+pyopenssl==25.3.0
     # via
     #   localstack-core (pyproject.toml)
     #   localstack-twisted
@@ -197,7 +197,7 @@ werkzeug==3.1.3
     #   rolo
 wsproto==1.2.0
     # via hypercorn
-xmltodict==1.0.0
+xmltodict==1.0.2
     # via localstack-core (pyproject.toml)
 zope-interface==8.0
     # via localstack-twisted
diff --git a/requirements-basic.txt b/requirements-basic.txt
index 9141da7e7b123..804c52fd665f3 100644
--- a/requirements-basic.txt
+++ b/requirements-basic.txt
@@ -2,7 +2,7 @@
 # This file is autogenerated by pip-compile with Python 3.13
 # by the following command:
 #
-#    pip-compile --output-file=requirements-basic.txt --strip-extras --unsafe-package=distribute --unsafe-package=localstack-core --unsafe-package=pip --unsafe-package=setuptools pyproject.toml
+#    pip-compile --cert=None --client-cert=None --index-url=None --output-file=requirements-basic.txt --pip-args=None --strip-extras --unsafe-package=distribute --unsafe-package=localstack-core --unsafe-package=pip --unsafe-package=setuptools pyproject.toml
 #
 build==1.3.0
     # via localstack-core (pyproject.toml)
@@ -14,9 +14,9 @@ cffi==2.0.0
     # via cryptography
 charset-normalizer==3.4.3
     # via requests
-click==8.2.1
+click==8.3.0
     # via localstack-core (pyproject.toml)
-cryptography==45.0.7
+cryptography==46.0.1
     # via localstack-core (pyproject.toml)
 dill==0.3.6
     # via localstack-core (pyproject.toml)
@@ -34,7 +34,7 @@ packaging==25.0
     # via build
 plux==1.13.0
     # via localstack-core (pyproject.toml)
-psutil==7.0.0
+psutil==7.1.0
     # via localstack-core (pyproject.toml)
 pycparser==2.23
     # via cffi
diff --git a/requirements-dev.txt b/requirements-dev.txt
index 0b8c1d783686a..2ca0ec61adf2b 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -2,7 +2,7 @@
 # This file is autogenerated by pip-compile with Python 3.13
 # by the following command:
 #
-#    pip-compile --extra=dev --output-file=requirements-dev.txt --strip-extras --unsafe-package=distribute --unsafe-package=localstack-core --unsafe-package=pip --unsafe-package=setuptools pyproject.toml
+#    pip-compile --cert=None --client-cert=None --extra=dev --index-url=None --output-file=requirements-dev.txt --pip-args=None --strip-extras --unsafe-package=distribute --unsafe-package=localstack-core --unsafe-package=pip --unsafe-package=setuptools pyproject.toml
 #
 airspeed-ext==0.6.9
     # via localstack-core
@@ -14,7 +14,7 @@ antlr4-python3-runtime==4.13.2
     #   moto-ext
 anyio==4.10.0
     # via httpx
-apispec==6.8.3
+apispec==6.8.4
     # via localstack-core
 argparse==1.4.0
     # via kclpy-ext
@@ -29,9 +29,9 @@ aws-cdk-asset-awscli-v1==2.2.242
     # via aws-cdk-lib
 aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
-aws-cdk-cloud-assembly-schema==48.9.0
+aws-cdk-cloud-assembly-schema==48.10.0
     # via aws-cdk-lib
-aws-cdk-lib==2.215.0
+aws-cdk-lib==2.216.0
     # via localstack-core
 aws-sam-translator==1.100.0
     # via
@@ -41,7 +41,7 @@ aws-xray-sdk==2.14.0
     # via moto-ext
 awscli==1.42.35
     # via localstack-core
-awscrt==0.27.6
+awscrt==0.28.1
     # via localstack-core
 boto3==1.40.35
     # via
@@ -84,7 +84,7 @@ cfn-lint==1.39.1
     # via moto-ext
 charset-normalizer==3.4.3
     # via requests
-click==8.2.1
+click==8.3.0
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
@@ -102,7 +102,7 @@ coveralls==3.3.1
     # via localstack-core (pyproject.toml)
 crontab==1.0.5
     # via localstack-core
-cryptography==45.0.7
+cryptography==46.0.1
     # via
     #   joserfc
     #   localstack-core
@@ -191,7 +191,7 @@ jmespath==1.0.1
     # via
     #   boto3
     #   botocore
-joserfc==1.3.3
+joserfc==1.3.4
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core
@@ -250,13 +250,13 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.12.post22
+moto-ext==5.1.13.post7
     # via localstack-core
 mpmath==1.3.0
     # via sympy
 multipart==1.3.0
     # via moto-ext
-mypy==1.18.1
+mypy==1.18.2
     # via localstack-core (pyproject.toml)
 mypy-extensions==1.1.0
     # via mypy
@@ -319,7 +319,7 @@ priority==1.3.0
     # via
     #   hypercorn
     #   localstack-twisted
-psutil==7.0.0
+psutil==7.1.0
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
@@ -345,15 +345,15 @@ pygments==2.19.2
     # via
     #   pytest
     #   rich
-pymongo==4.15.0
+pymongo==4.15.1
     # via localstack-core
-pyopenssl==25.2.0
+pyopenssl==25.3.0
     # via
     #   localstack-core
     #   localstack-twisted
 pypandoc==1.15
     # via localstack-core (pyproject.toml)
-pyparsing==3.2.4
+pyparsing==3.2.5
     # via moto-ext
 pyproject-hooks==1.2.0
     # via build
@@ -398,7 +398,7 @@ referencing==0.36.2
     #   jsonschema
     #   jsonschema-path
     #   jsonschema-specifications
-regex==2025.9.1
+regex==2025.9.18
     # via cfn-lint
 requests==2.32.5
     # via
@@ -433,7 +433,7 @@ rsa==4.7.2
     # via awscli
 rstr==3.2.2
     # via localstack-core (pyproject.toml)
-ruff==0.13.0
+ruff==0.13.1
     # via localstack-core (pyproject.toml)
 s3transfer==0.14.0
     # via
@@ -502,7 +502,7 @@ wrapt==1.17.3
     # via aws-xray-sdk
 wsproto==1.2.0
     # via hypercorn
-xmltodict==1.0.0
+xmltodict==1.0.2
     # via
     #   localstack-core
     #   moto-ext
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index d33f15085afe1..8093f04489d58 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -2,7 +2,7 @@
 # This file is autogenerated by pip-compile with Python 3.13
 # by the following command:
 #
-#    pip-compile --extra=runtime --output-file=requirements-runtime.txt --strip-extras --unsafe-package=distribute --unsafe-package=localstack-core --unsafe-package=pip --unsafe-package=setuptools pyproject.toml
+#    pip-compile --cert=None --client-cert=None --extra=runtime --index-url=None --output-file=requirements-runtime.txt --pip-args=None --strip-extras --unsafe-package=distribute --unsafe-package=localstack-core --unsafe-package=pip --unsafe-package=setuptools pyproject.toml
 #
 airspeed-ext==0.6.9
     # via localstack-core (pyproject.toml)
@@ -12,7 +12,7 @@ antlr4-python3-runtime==4.13.2
     # via
     #   localstack-core (pyproject.toml)
     #   moto-ext
-apispec==6.8.3
+apispec==6.8.4
     # via localstack-core (pyproject.toml)
 argparse==1.4.0
     # via kclpy-ext
@@ -29,7 +29,7 @@ aws-xray-sdk==2.14.0
     # via moto-ext
 awscli==1.42.35
     # via localstack-core (pyproject.toml)
-awscrt==0.27.6
+awscrt==0.28.1
     # via localstack-core
 boto3==1.40.35
     # via
@@ -66,7 +66,7 @@ cfn-lint==1.39.1
     # via moto-ext
 charset-normalizer==3.4.3
     # via requests
-click==8.2.1
+click==8.3.0
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
@@ -76,7 +76,7 @@ constantly==23.10.4
     # via localstack-twisted
 crontab==1.0.5
     # via localstack-core (pyproject.toml)
-cryptography==45.0.7
+cryptography==46.0.1
     # via
     #   joserfc
     #   localstack-core
@@ -139,7 +139,7 @@ jmespath==1.0.1
     # via
     #   boto3
     #   botocore
-joserfc==1.3.3
+joserfc==1.3.4
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core (pyproject.toml)
@@ -188,7 +188,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.12.post22
+moto-ext==5.1.13.post7
     # via localstack-core (pyproject.toml)
 mpmath==1.3.0
     # via sympy
@@ -229,7 +229,7 @@ priority==1.3.0
     # via
     #   hypercorn
     #   localstack-twisted
-psutil==7.0.0
+psutil==7.1.0
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
@@ -245,14 +245,14 @@ pydantic-core==2.33.2
     # via pydantic
 pygments==2.19.2
     # via rich
-pymongo==4.15.0
+pymongo==4.15.1
     # via localstack-core (pyproject.toml)
-pyopenssl==25.2.0
+pyopenssl==25.3.0
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
     #   localstack-twisted
-pyparsing==3.2.4
+pyparsing==3.2.5
     # via moto-ext
 pyproject-hooks==1.2.0
     # via build
@@ -281,7 +281,7 @@ referencing==0.36.2
     #   jsonschema
     #   jsonschema-path
     #   jsonschema-specifications
-regex==2025.9.1
+regex==2025.9.18
     # via cfn-lint
 requests==2.32.5
     # via
@@ -361,7 +361,7 @@ wrapt==1.17.3
     # via aws-xray-sdk
 wsproto==1.2.0
     # via hypercorn
-xmltodict==1.0.0
+xmltodict==1.0.2
     # via
     #   localstack-core
     #   moto-ext
diff --git a/requirements-test.txt b/requirements-test.txt
index 19a88789af7f5..187907eda5c6a 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -2,7 +2,7 @@
 # This file is autogenerated by pip-compile with Python 3.13
 # by the following command:
 #
-#    pip-compile --extra=test --output-file=requirements-test.txt --strip-extras --unsafe-package=distribute --unsafe-package=localstack-core --unsafe-package=pip --unsafe-package=setuptools pyproject.toml
+#    pip-compile --cert=None --client-cert=None --extra=test --index-url=None --output-file=requirements-test.txt --pip-args=None --strip-extras --unsafe-package=distribute --unsafe-package=localstack-core --unsafe-package=pip --unsafe-package=setuptools pyproject.toml
 #
 airspeed-ext==0.6.9
     # via localstack-core
@@ -14,7 +14,7 @@ antlr4-python3-runtime==4.13.2
     #   moto-ext
 anyio==4.10.0
     # via httpx
-apispec==6.8.3
+apispec==6.8.4
     # via localstack-core
 argparse==1.4.0
     # via kclpy-ext
@@ -29,9 +29,9 @@ aws-cdk-asset-awscli-v1==2.2.242
     # via aws-cdk-lib
 aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
-aws-cdk-cloud-assembly-schema==48.9.0
+aws-cdk-cloud-assembly-schema==48.10.0
     # via aws-cdk-lib
-aws-cdk-lib==2.215.0
+aws-cdk-lib==2.216.0
     # via localstack-core (pyproject.toml)
 aws-sam-translator==1.100.0
     # via
@@ -41,7 +41,7 @@ aws-xray-sdk==2.14.0
     # via moto-ext
 awscli==1.42.35
     # via localstack-core
-awscrt==0.27.6
+awscrt==0.28.1
     # via localstack-core
 boto3==1.40.35
     # via
@@ -82,7 +82,7 @@ cfn-lint==1.39.1
     # via moto-ext
 charset-normalizer==3.4.3
     # via requests
-click==8.2.1
+click==8.3.0
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
@@ -92,11 +92,11 @@ constantly==23.10.4
     # via localstack-twisted
 constructs==10.4.2
     # via aws-cdk-lib
-coverage==7.10.6
+coverage==7.10.7
     # via localstack-core (pyproject.toml)
 crontab==1.0.5
     # via localstack-core
-cryptography==45.0.7
+cryptography==46.0.1
     # via
     #   joserfc
     #   localstack-core
@@ -175,7 +175,7 @@ jmespath==1.0.1
     # via
     #   boto3
     #   botocore
-joserfc==1.3.3
+joserfc==1.3.4
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core
@@ -234,7 +234,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.12.post22
+moto-ext==5.1.13.post7
     # via localstack-core
 mpmath==1.3.0
     # via sympy
@@ -283,7 +283,7 @@ priority==1.3.0
     # via
     #   hypercorn
     #   localstack-twisted
-psutil==7.0.0
+psutil==7.1.0
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
@@ -309,13 +309,13 @@ pygments==2.19.2
     # via
     #   pytest
     #   rich
-pymongo==4.15.0
+pymongo==4.15.1
     # via localstack-core
-pyopenssl==25.2.0
+pyopenssl==25.3.0
     # via
     #   localstack-core
     #   localstack-twisted
-pyparsing==3.2.4
+pyparsing==3.2.5
     # via moto-ext
 pyproject-hooks==1.2.0
     # via build
@@ -359,7 +359,7 @@ referencing==0.36.2
     #   jsonschema
     #   jsonschema-path
     #   jsonschema-specifications
-regex==2025.9.1
+regex==2025.9.18
     # via cfn-lint
 requests==2.32.5
     # via
@@ -455,7 +455,7 @@ wrapt==1.17.3
     # via aws-xray-sdk
 wsproto==1.2.0
     # via hypercorn
-xmltodict==1.0.0
+xmltodict==1.0.2
     # via
     #   localstack-core
     #   moto-ext
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index aac5c3cfc3399..bbae9cbe573e6 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -2,7 +2,7 @@
 # This file is autogenerated by pip-compile with Python 3.13
 # by the following command:
 #
-#    pip-compile --extra=typehint --output-file=requirements-typehint.txt --strip-extras --unsafe-package=distribute --unsafe-package=localstack-core --unsafe-package=pip --unsafe-package=setuptools pyproject.toml
+#    pip-compile --cert=None --client-cert=None --extra=typehint --index-url=None --output-file=requirements-typehint.txt --pip-args=None --strip-extras --unsafe-package=distribute --unsafe-package=localstack-core --unsafe-package=pip --unsafe-package=setuptools pyproject.toml
 #
 airspeed-ext==0.6.9
     # via localstack-core
@@ -14,7 +14,7 @@ antlr4-python3-runtime==4.13.2
     #   moto-ext
 anyio==4.10.0
     # via httpx
-apispec==6.8.3
+apispec==6.8.4
     # via localstack-core
 argparse==1.4.0
     # via kclpy-ext
@@ -29,9 +29,9 @@ aws-cdk-asset-awscli-v1==2.2.242
     # via aws-cdk-lib
 aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
-aws-cdk-cloud-assembly-schema==48.9.0
+aws-cdk-cloud-assembly-schema==48.10.0
     # via aws-cdk-lib
-aws-cdk-lib==2.215.0
+aws-cdk-lib==2.216.0
     # via localstack-core
 aws-sam-translator==1.100.0
     # via
@@ -41,7 +41,7 @@ aws-xray-sdk==2.14.0
     # via moto-ext
 awscli==1.42.35
     # via localstack-core
-awscrt==0.27.6
+awscrt==0.28.1
     # via localstack-core
 boto3==1.40.35
     # via
@@ -49,7 +49,7 @@ boto3==1.40.35
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-boto3-stubs==1.40.31
+boto3-stubs==1.40.36
     # via localstack-core (pyproject.toml)
 botocore==1.40.35
     # via
@@ -59,7 +59,7 @@ botocore==1.40.35
     #   localstack-core
     #   moto-ext
     #   s3transfer
-botocore-stubs==1.40.31
+botocore-stubs==1.40.33
     # via boto3-stubs
 build==1.3.0
     # via
@@ -88,7 +88,7 @@ cfn-lint==1.39.1
     # via moto-ext
 charset-normalizer==3.4.3
     # via requests
-click==8.2.1
+click==8.3.0
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
@@ -106,7 +106,7 @@ coveralls==3.3.1
     # via localstack-core
 crontab==1.0.5
     # via localstack-core
-cryptography==45.0.7
+cryptography==46.0.1
     # via
     #   joserfc
     #   localstack-core
@@ -195,7 +195,7 @@ jmespath==1.0.1
     # via
     #   boto3
     #   botocore
-joserfc==1.3.3
+joserfc==1.3.4
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core
@@ -254,13 +254,13 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.12.post22
+moto-ext==5.1.13.post7
     # via localstack-core
 mpmath==1.3.0
     # via sympy
 multipart==1.3.0
     # via moto-ext
-mypy==1.18.1
+mypy==1.18.2
     # via localstack-core
 mypy-boto3-acm==1.40.0
     # via boto3-stubs
@@ -286,7 +286,7 @@ mypy-boto3-autoscaling==1.40.27
     # via boto3-stubs
 mypy-boto3-backup==1.40.0
     # via boto3-stubs
-mypy-boto3-batch==1.40.19
+mypy-boto3-batch==1.40.36
     # via boto3-stubs
 mypy-boto3-ce==1.40.31
     # via boto3-stubs
@@ -324,7 +324,7 @@ mypy-boto3-dynamodb==1.40.20
     # via boto3-stubs
 mypy-boto3-dynamodbstreams==1.40.0
     # via boto3-stubs
-mypy-boto3-ec2==1.40.24
+mypy-boto3-ec2==1.40.34
     # via boto3-stubs
 mypy-boto3-ecr==1.40.0
     # via boto3-stubs
@@ -332,7 +332,7 @@ mypy-boto3-ecs==1.40.29
     # via boto3-stubs
 mypy-boto3-efs==1.40.0
     # via boto3-stubs
-mypy-boto3-eks==1.40.19
+mypy-boto3-eks==1.40.36
     # via boto3-stubs
 mypy-boto3-elasticache==1.40.19
     # via boto3-stubs
@@ -382,7 +382,7 @@ mypy-boto3-lakeformation==1.40.19
     # via boto3-stubs
 mypy-boto3-lambda==1.40.7
     # via boto3-stubs
-mypy-boto3-logs==1.40.0
+mypy-boto3-logs==1.40.32
     # via boto3-stubs
 mypy-boto3-managedblockchain==1.40.15
     # via boto3-stubs
@@ -446,7 +446,7 @@ mypy-boto3-sesv2==1.40.0
     # via boto3-stubs
 mypy-boto3-sns==1.40.1
     # via boto3-stubs
-mypy-boto3-sqs==1.40.17
+mypy-boto3-sqs==1.40.35
     # via boto3-stubs
 mypy-boto3-ssm==1.40.0
     # via boto3-stubs
@@ -529,7 +529,7 @@ priority==1.3.0
     # via
     #   hypercorn
     #   localstack-twisted
-psutil==7.0.0
+psutil==7.1.0
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
@@ -555,15 +555,15 @@ pygments==2.19.2
     # via
     #   pytest
     #   rich
-pymongo==4.15.0
+pymongo==4.15.1
     # via localstack-core
-pyopenssl==25.2.0
+pyopenssl==25.3.0
     # via
     #   localstack-core
     #   localstack-twisted
 pypandoc==1.15
     # via localstack-core
-pyparsing==3.2.4
+pyparsing==3.2.5
     # via moto-ext
 pyproject-hooks==1.2.0
     # via build
@@ -608,7 +608,7 @@ referencing==0.36.2
     #   jsonschema
     #   jsonschema-path
     #   jsonschema-specifications
-regex==2025.9.1
+regex==2025.9.18
     # via cfn-lint
 requests==2.32.5
     # via
@@ -643,7 +643,7 @@ rsa==4.7.2
     # via awscli
 rstr==3.2.2
     # via localstack-core
-ruff==0.13.0
+ruff==0.13.1
     # via localstack-core
 s3transfer==0.14.0
     # via
@@ -716,7 +716,7 @@ wrapt==1.17.3
     # via aws-xray-sdk
 wsproto==1.2.0
     # via hypercorn
-xmltodict==1.0.0
+xmltodict==1.0.2
     # via
     #   localstack-core
     #   moto-ext

From 4d7c543045661e4130f2453c2bcb9a9b03346ea8 Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Tue, 23 Sep 2025 13:41:50 +0200
Subject: [PATCH 232/697] ASF: fix exception serialization for
 `smithy-rpc-v2-cbor` and `json` protocol (#13180)

---
 .../localstack/aws/protocol/parser.py         |  11 +
 .../localstack/aws/protocol/serializer.py     | 219 ++++---
 .../services/cloudwatch/provider_v2.py        |  20 +-
 .../localstack/services/events/models.py      |   9 +-
 .../services/cloudwatch/test_cloudwatch.py    | 139 +++--
 .../cloudwatch/test_cloudwatch.snapshot.json  | 532 ++++++++++++++----
 .../test_cloudwatch.validation.json           |  82 ++-
 tests/aws/services/cloudwatch/utils.py        |  43 +-
 tests/aws/services/kms/test_kms.py            |  20 +-
 tests/aws/services/kms/test_kms.snapshot.json |   4 +-
 .../aws/services/kms/test_kms.validation.json |  10 +-
 tests/aws/services/sqs/test_sqs.snapshot.json |   4 +-
 .../aws/services/sqs/test_sqs.validation.json |  20 +-
 tests/unit/aws/protocol/test_serializer.py    |  27 +-
 14 files changed, 825 insertions(+), 315 deletions(-)

diff --git a/localstack-core/localstack/aws/protocol/parser.py b/localstack-core/localstack/aws/protocol/parser.py
index 2d0c000193db1..a2c7482898a88 100644
--- a/localstack-core/localstack/aws/protocol/parser.py
+++ b/localstack-core/localstack/aws/protocol/parser.py
@@ -1174,6 +1174,17 @@ def _parse_timestamp(
             return node
         return super()._parse_timestamp(_, shape, node, ___)
 
+    @_text_content
+    def _parse_boolean(self, _, __, node: str | bool, ___) -> bool:
+        if isinstance(node, str):
+            value = node.lower()
+            if value == "true":
+                return True
+            if value == "false":
+                return False
+            raise ValueError(f"cannot parse boolean value {node}")
+        return node
+
     # This helper method is intended for use when parsing indefinite length items.
     # It does nothing if the next byte is not the break code.  If the next byte is
     # the break code, it advances past that byte and returns True so the calling
diff --git a/localstack-core/localstack/aws/protocol/serializer.py b/localstack-core/localstack/aws/protocol/serializer.py
index 4de2fc34d53df..abf60c0426aa4 100644
--- a/localstack-core/localstack/aws/protocol/serializer.py
+++ b/localstack-core/localstack/aws/protocol/serializer.py
@@ -94,7 +94,6 @@
 
 import abc
 import base64
-import copy
 import datetime
 import functools
 import json
@@ -117,6 +116,7 @@
     OperationModel,
     ServiceModel,
     Shape,
+    ShapeResolver,
     StringShape,
     StructureShape,
 )
@@ -293,7 +293,11 @@ def serialize_error_to_response(
                 f"Error to serialize ({error.__class__.__name__ if error else None}) is not a ServiceException."
             )
         shape = operation_model.service_model.shape_for_error_code(error.code)
-        serialized_response.status_code = error.status_code
+        serialized_response.status_code = self._get_error_status_code(
+            error=error,
+            headers=headers,
+            service_model=operation_model.service_model,
+        )
 
         self._serialize_error(
             error, serialized_response, shape, operation_model, mime_type, request_id
@@ -614,6 +618,34 @@ def _add_md5_header(self, response: Response):
     def _get_error_message(self, error: Exception) -> str | None:
         return str(error) if error is not None and str(error) != "None" else None
 
+    def _get_error_status_code(
+        self, error: ServiceException, headers: Headers, service_model: ServiceModel
+    ) -> int:
+        return error.status_code
+
+
+class QueryCompatibleProtocolMixin:
+    def _get_error_status_code(
+        self, error: ServiceException, headers: dict | Headers | None, service_model: ServiceModel
+    ) -> int:
+        # by default, some protocols (namely `json` and `smithy-rpc-v2-cbor`) might not define exception status code in
+        # their specs, so they are not defined in the `ServiceException` object and will use the default value of `400`
+        # But Query compatible service always do define them, so we get the wrong code for service that are
+        # multi-protocols like CloudWatch
+        # we need to verify if the service is compatible, and if the client has requested the query compatible error
+        # code to return the right value
+        if not service_model.is_query_compatible:
+            return error.status_code
+
+        if headers and headers.get("x-amzn-query-mode") == "true":
+            return error.status_code
+
+        # we only want to override status code 4XX
+        if 400 < error.status_code <= 499:
+            return 400
+
+        return error.status_code
+
     def _add_query_compatible_error_header(self, response: Response, error: ServiceException):
         """
         Add an `x-amzn-query-error` header for client to  translate errors codes from former `query` services
@@ -623,6 +655,23 @@ def _add_query_compatible_error_header(self, response: Response, error: ServiceE
         sender_fault = "Sender" if error.sender_fault else "Receiver"
         response.headers["x-amzn-query-error"] = f"{error.code};{sender_fault}"
 
+    def _get_error_code(
+        self, is_query_compatible: bool, error: ServiceException, shape: Shape | None = None
+    ):
+        # if the operation is query compatible, we need to add to use shape name
+        if is_query_compatible:
+            if shape:
+                code = shape.name
+            else:
+                # if the shape is not defined, we are using the Exception named to derive the `Code`, like you would
+                # from the shape. This allows us to have Exception that are valid in multi-protocols by defining its
+                # code and its name to be different
+                code = error.__class__.__name__
+        else:
+            code = error.code
+
+        return code
+
 
 class BaseXMLResponseSerializer(ResponseSerializer):
     """
@@ -1236,7 +1285,7 @@ def _prepare_additional_traits_in_xml(self, root: ETree.Element | None, request_
         request_id_element.text = request_id
 
 
-class JSONResponseSerializer(ResponseSerializer):
+class JSONResponseSerializer(QueryCompatibleProtocolMixin, ResponseSerializer):
     """
     The ``JSONResponseSerializer`` is responsible for the serialization of responses from services with the ``json``
     protocol. It implements the JSON response body serialization, which is also used by the
@@ -1267,15 +1316,12 @@ def _serialize_error(
         # com.amazon.coral.service#ExceptionName
         # if json-1.1, it should only be the name
 
-        # if the operation is query compatible, we need to add to use shape name
-        # when we create `CommonServiceException` and they don't exist in the spec, we give already give the error name
-        # as the exception code.
-        if shape and operation_model.service_model.is_query_compatible:
-            code = shape.name
-        else:
-            code = error.code
+        is_query_compatible = operation_model.service_model.is_query_compatible
+        code = self._get_error_code(is_query_compatible, error, shape)
 
         response.headers["X-Amzn-Errortype"] = code
+
+        # the `__type` field is not defined in default botocore error shapes
         body["__type"] = code
 
         if shape:
@@ -1283,17 +1329,25 @@ def _serialize_error(
             # TODO add a possibility to serialize simple non-modelled errors (like S3 NoSuchBucket#BucketName)
             for member in shape.members:
                 if hasattr(error, member):
-                    remaining_params[member] = getattr(error, member)
+                    value = getattr(error, member)
+
                 # Default error message fields can sometimes have different casing in the specs
                 elif member.lower() in ["code", "message"] and hasattr(error, member.lower()):
-                    remaining_params[member] = getattr(error, member.lower())
+                    value = getattr(error, member.lower())
+
+                else:
+                    continue
+
+                if value:
+                    remaining_params[member] = value
+
             self._serialize(body, remaining_params, shape, None, mime_type)
 
-        # Only set the message if it has not been set with the shape members
+        # this is a workaround, some Error Shape do not define a `Message` field, but it is always returned
+        # this could be solved at the same time as the `__type` field
         if "message" not in body and "Message" not in body:
-            message = self._get_error_message(error)
-            if message is not None:
-                body["message"] = message
+            if error_message := self._get_error_message(error):
+                body["message"] = error_message
 
         if mime_type in self.CBOR_TYPES:
             response.set_response(cbor2_dumps(body, datetime_as_timestamp=True))
@@ -1301,7 +1355,7 @@ def _serialize_error(
         else:
             response.set_json(body)
 
-        if operation_model.service_model.is_query_compatible:
+        if is_query_compatible:
             self._add_query_compatible_error_header(response, error)
 
     def _serialize_response(
@@ -1476,6 +1530,11 @@ class BaseCBORResponseSerializer(ResponseSerializer):
     required at the end.
     AWS, for both Kinesis and `smithy-rpc-v2-cbor` services, is using indefinite data structures when returning
     responses.
+
+    The CBOR serializer cannot serialize an exception if it is not defined in our specs.
+    LocalStack defines a way to have user-defined exception by subclassing `CommonServiceException`, so it needs to be
+     able to encode those, as well as InternalError
+    We are creating a default botocore structure shape (`_DEFAULT_ERROR_STRUCTURE_SHAPE`) to be used in such cases.
     """
 
     SUPPORTED_MIME_TYPES = [APPLICATION_CBOR, APPLICATION_AMZ_CBOR_1_1]
@@ -1493,6 +1552,27 @@ class BaseCBORResponseSerializer(ResponseSerializer):
     BREAK_CODE = b"\xff"
     USE_INDEFINITE_DATA_STRUCTURE = True
 
+    _ERROR_TYPE_SHAPE = StringShape(shape_name="__type", shape_model={"type": "string"})
+
+    _DEFAULT_ERROR_STRUCTURE_SHAPE = StructureShape(
+        shape_name="DefaultErrorStructure",
+        shape_model={
+            "type": "structure",
+            "members": {
+                "message": {"shape": "ErrorMessage"},
+                "__type": {"shape": "ErrorType"},
+            },
+            "error": {"code": "DefaultErrorStructure", "httpStatusCode": 400, "senderFault": True},
+            "exception": True,
+        },
+        shape_resolver=ShapeResolver(
+            shape_map={
+                "ErrorMessage": {"type": "string"},
+                "ErrorType": {"type": "string"},
+            },
+        ),
+    )
+
     def _serialize_data_item(
         self, serialized: bytearray, value: Any, shape: Shape | None, name: str | None = None
     ) -> None:
@@ -1590,8 +1670,18 @@ def _serialize_type_map(
             serialized.extend(closing_bytes)
 
     def _serialize_type_structure(
-        self, serialized: bytearray, value: dict, shape: Shape | None, name: str | None = None
+        self,
+        serialized: bytearray,
+        value: dict,
+        shape: Shape | None,
+        name: str | None = None,
+        shape_members: dict[str, Shape] | None = None,
     ) -> None:
+        # `_serialize_type_structure` has a different signature other `_serialize_type_*` methods as it accepts
+        # `shape_members`. This is because sometimes, the `StructureShape` does not have some members defined in the
+        # specs, and we want to be able to pass arbitrary members to serialize undocumented members.
+        # see `_serialize_error_structure` for its specific usage
+
         if name is not None:
             # For nested structures, we need to serialize the key first
             self._serialize_data_item(serialized, name, shape.key_shape)
@@ -1603,8 +1693,7 @@ def _serialize_type_structure(
             value, self.MAP_MAJOR_TYPE
         )
         serialized.extend(initial_bytes)
-
-        members = shape.members
+        members = shape_members or shape.members
         for member_key, member_value in value.items():
             member_shape = members[member_key]
             if "name" in member_shape.serialization:
@@ -1729,6 +1818,38 @@ def _get_bytes_for_data_structure(
 
             return initial_byte, None
 
+    def _serialize_error_structure(
+        self, body: bytearray, shape: Shape | None, error: ServiceException, code: str
+    ):
+        if not shape:
+            shape = self._DEFAULT_ERROR_STRUCTURE_SHAPE
+            shape_members = shape.members
+        else:
+            # we need to manually add the `__type` field to the shape members as it is not part of the specs
+            # we do a shallow copy of the shape members
+            shape_members = shape.members.copy()
+            shape_members["__type"] = self._ERROR_TYPE_SHAPE
+
+        # Error responses in the rpcv2Cbor protocol MUST be serialized identically to standard responses with one
+        # additional component to distinguish which error is contained: a body field named __type.
+        params = {"__type": code}
+
+        for member in shape_members:
+            if hasattr(error, member):
+                value = getattr(error, member)
+
+            # Default error message fields can sometimes have different casing in the specs
+            elif member.lower() in ["code", "message"] and hasattr(error, member.lower()):
+                value = getattr(error, member.lower())
+
+            else:
+                continue
+
+            if value:
+                params[member] = value
+
+        self._serialize_type_structure(body, params, shape, None, shape_members=shape_members)
+
 
 class CBORResponseSerializer(BaseCBORResponseSerializer):
     """
@@ -1752,25 +1873,7 @@ def _serialize_error(
         response.content_type = mime_type
         response.headers["X-Amzn-Errortype"] = error.code
 
-        if shape:
-            # FIXME: we need to manually add the `__type` field to the shape as it is not part of the specs
-            #  think about a better way, this is very hacky
-            shape_copy = copy.deepcopy(shape)
-            shape_copy.members["__type"] = StringShape(
-                shape_name="__type", shape_model={"type": "string"}
-            )
-            remaining_params = {"__type": error.code}
-
-            for member_name in shape_copy.members:
-                if hasattr(error, member_name):
-                    remaining_params[member_name] = getattr(error, member_name)
-                # Default error message fields can sometimes have different casing in the specs
-                elif member_name.lower() in ["code", "message"] and hasattr(
-                    error, member_name.lower()
-                ):
-                    remaining_params[member_name] = getattr(error, member_name.lower())
-
-            self._serialize_data_item(body, remaining_params, shape_copy, None)
+        self._serialize_error_structure(body, shape, error, code=error.code)
 
         response.set_response(bytes(body))
 
@@ -1846,7 +1949,9 @@ def _serialize_body_params(
         raise NotImplementedError
 
 
-class RpcV2CBORResponseSerializer(BaseRpcV2ResponseSerializer, BaseCBORResponseSerializer):
+class RpcV2CBORResponseSerializer(
+    QueryCompatibleProtocolMixin, BaseRpcV2ResponseSerializer, BaseCBORResponseSerializer
+):
     """
     The RpcV2CBORResponseSerializer implements the CBOR body serialization part for the RPC v2 protocol, and implements the
     specific exception serialization.
@@ -1885,40 +1990,14 @@ def _serialize_error(
 
         # Responses for the rpcv2Cbor protocol SHOULD NOT contain the X-Amzn-ErrorType header.
         # Type information is always serialized in the payload. This is different from the `json` protocol
+        is_query_compatible = operation_model.service_model.is_query_compatible
+        code = self._get_error_code(is_query_compatible, error, shape)
 
-        # if the operation is query compatible, we need to add to use shape name
-        # when we create `CommonServiceException` and they don't exist in the spec, we give already give the error name
-        # as the exception code.
-        if shape and operation_model.service_model.is_query_compatible:
-            code = shape.name
-        else:
-            code = error.code
-
-        if shape:
-            # FIXME: we need to manually add the `__type` field to the shape as it is not part of the specs
-            #  think about a better way, this is very hacky
-            # Error responses in the rpcv2Cbor protocol MUST be serialized identically to standard responses with one
-            # additional component to distinguish which error is contained: a body field named __type.
-            shape_copy = copy.deepcopy(shape)
-            shape_copy.members["__type"] = StringShape(
-                shape_name="__type", shape_model={"type": "string"}
-            )
-            remaining_params = {"__type": code}
-
-            for member_name in shape_copy.members:
-                if hasattr(error, member_name):
-                    remaining_params[member_name] = getattr(error, member_name)
-                # Default error message fields can sometimes have different casing in the specs
-                elif member_name.lower() in ["code", "message"] and hasattr(
-                    error, member_name.lower()
-                ):
-                    remaining_params[member_name] = getattr(error, member_name.lower())
-
-            self._serialize_data_item(body, remaining_params, shape_copy, None)
+        self._serialize_error_structure(body, shape, error, code=code)
 
         response.set_response(bytes(body))
 
-        if operation_model.service_model.is_query_compatible:
+        if is_query_compatible:
             self._add_query_compatible_error_header(response, error)
 
     def _prepare_additional_traits_in_response(
diff --git a/localstack-core/localstack/services/cloudwatch/provider_v2.py b/localstack-core/localstack/services/cloudwatch/provider_v2.py
index e70a4d31d8bf8..4b85e71b667c5 100644
--- a/localstack-core/localstack/services/cloudwatch/provider_v2.py
+++ b/localstack-core/localstack/services/cloudwatch/provider_v2.py
@@ -108,8 +108,7 @@
 AWS_MAX_DATAPOINTS_ACCEPTED: int = 1440
 
 
-class ValidationError(CommonServiceException):
-    # TODO: check this error against AWS (doesn't exist in the API)
+class ValidationException(CommonServiceException):
     def __init__(self, message: str):
         super().__init__("ValidationError", message, 400, True)
 
@@ -315,6 +314,11 @@ def set_alarm_state(
         state_reason_data: StateReasonData = None,
         **kwargs,
     ) -> None:
+        if state_value not in ("OK", "ALARM", "INSUFFICIENT_DATA"):
+            raise ValidationException(
+                f"1 validation error detected: Value '{state_value}' at 'stateValue' failed to satisfy constraint: Member must satisfy enum value set: [INSUFFICIENT_DATA, ALARM, OK]"
+            )
+
         try:
             if state_reason_data:
                 state_reason_data = json.loads(state_reason_data)
@@ -333,10 +337,6 @@ def set_alarm_state(
                 raise ResourceNotFound()
 
             old_state = alarm.alarm["StateValue"]
-            if state_value not in ("OK", "ALARM", "INSUFFICIENT_DATA"):
-                raise ValidationError(
-                    f"1 validation error detected: Value '{state_value}' at 'stateValue' failed to satisfy constraint: Member must satisfy enum value set: [INSUFFICIENT_DATA, ALARM, OK]"
-                )
 
             old_state_reason = alarm.alarm["StateReason"]
             old_state_update_timestamp = alarm.alarm["StateUpdatedTimestamp"]
@@ -416,7 +416,7 @@ def put_metric_alarm(self, context: RequestContext, request: PutMetricAlarmInput
             "ignore",
             "missing",
         ]:
-            raise ValidationError(
+            raise ValidationException(
                 f"The value {request['TreatMissingData']} is not supported for TreatMissingData parameter. Supported values are [breaching, notBreaching, ignore, missing]."
             )
             # do some sanity checks:
@@ -425,7 +425,7 @@ def put_metric_alarm(self, context: RequestContext, request: PutMetricAlarmInput
             value = request.get("Period")
             if value not in (10, 30):
                 if value % 60 != 0:
-                    raise ValidationError("Period must be 10, 30 or a multiple of 60")
+                    raise ValidationException("Period must be 10, 30 or a multiple of 60")
         if request.get("Statistic"):
             if request.get("Statistic") not in [
                 "SampleCount",
@@ -434,7 +434,7 @@ def put_metric_alarm(self, context: RequestContext, request: PutMetricAlarmInput
                 "Minimum",
                 "Maximum",
             ]:
-                raise ValidationError(
+                raise ValidationException(
                     f"Value '{request.get('Statistic')}' at 'statistic' failed to satisfy constraint: Member must satisfy enum value set: [Maximum, SampleCount, Sum, Minimum, Average]"
                 )
 
@@ -448,7 +448,7 @@ def put_metric_alarm(self, context: RequestContext, request: PutMetricAlarmInput
             "evaluate",
             "ignore",
         ):
-            raise ValidationError(
+            raise ValidationException(
                 f"Option {evaluate_low_sample_count_percentile} is not supported. "
                 "Supported options for parameter EvaluateLowSampleCountPercentile are evaluate and ignore."
             )
diff --git a/localstack-core/localstack/services/events/models.py b/localstack-core/localstack/services/events/models.py
index 4b1198b9673e5..6d62e5f05045a 100644
--- a/localstack-core/localstack/services/events/models.py
+++ b/localstack-core/localstack/services/events/models.py
@@ -4,7 +4,7 @@
 from enum import Enum
 from typing import Literal, TypeAlias, TypedDict
 
-from localstack.aws.api.core import ServiceException
+from localstack.aws.api import CommonServiceException
 from localstack.aws.api.events import (
     ApiDestinationDescription,
     ApiDestinationHttpMethod,
@@ -66,10 +66,9 @@
 TargetDict = dict[TargetId, Target]
 
 
-class ValidationException(ServiceException):
-    code: str = "ValidationException"
-    sender_fault: bool = True
-    status_code: int = 400
+class ValidationException(CommonServiceException):
+    def __init__(self, message: str):
+        super().__init__("ValidationException", message, 400, True)
 
 
 class InvalidEventPatternException(Exception):
diff --git a/tests/aws/services/cloudwatch/test_cloudwatch.py b/tests/aws/services/cloudwatch/test_cloudwatch.py
index 55cb0dd54086c..a0a4727aaf398 100644
--- a/tests/aws/services/cloudwatch/test_cloudwatch.py
+++ b/tests/aws/services/cloudwatch/test_cloudwatch.py
@@ -844,7 +844,16 @@ def test_put_metric_alarm_escape_character(self, cleanups, aws_client):
     @markers.snapshot.skip_snapshot_verify(
         condition=is_old_provider, paths=["$..MetricAlarms..StateTransitionedTimestamp"]
     )
-    def test_set_alarm(self, sns_create_topic, sqs_create_queue, aws_client, cleanups, snapshot):
+    def test_set_alarm(
+        self,
+        sns_create_topic,
+        sqs_create_queue,
+        aws_client,
+        aws_cloudwatch_client,
+        cleanups,
+        snapshot,
+        sns_create_sqs_subscription,
+    ):
         snapshot.add_transformer(snapshot.transform.cloudwatch_api())
         # create topics for state 'ALARM' and 'OK'
         topic_name_alarm = f"topic-{short_uid()}"
@@ -862,20 +871,6 @@ def test_set_alarm(self, sns_create_topic, sqs_create_queue, aws_client, cleanup
         queue_url_alarm = sqs_create_queue(QueueName=f"AlarmQueue-{uid}")
         queue_url_ok = sqs_create_queue(QueueName=f"OKQueue-{uid}")
 
-        arn_queue_alarm = aws_client.sqs.get_queue_attributes(
-            QueueUrl=queue_url_alarm, AttributeNames=["QueueArn"]
-        )["Attributes"]["QueueArn"]
-        arn_queue_ok = aws_client.sqs.get_queue_attributes(
-            QueueUrl=queue_url_ok, AttributeNames=["QueueArn"]
-        )["Attributes"]["QueueArn"]
-        aws_client.sqs.set_queue_attributes(
-            QueueUrl=queue_url_alarm,
-            Attributes={"Policy": get_sqs_policy(arn_queue_alarm, topic_arn_alarm)},
-        )
-        aws_client.sqs.set_queue_attributes(
-            QueueUrl=queue_url_ok, Attributes={"Policy": get_sqs_policy(arn_queue_ok, topic_arn_ok)}
-        )
-
         alarm_name = "test-alarm"
         alarm_description = "Test Alarm when CPU exceeds 50 percent"
 
@@ -894,23 +889,17 @@ def test_set_alarm(self, sns_create_topic, sqs_create_queue, aws_client, cleanup
             "Statistic": "AVERAGE",
         }
         # subscribe to SQS
-        subscription_alarm = aws_client.sns.subscribe(
-            TopicArn=topic_arn_alarm, Protocol="sqs", Endpoint=arn_queue_alarm
-        )
-        cleanups.append(
-            lambda: aws_client.sns.unsubscribe(
-                SubscriptionArn=subscription_alarm["SubscriptionArn"]
-            )
-        )
-        subscription_ok = aws_client.sns.subscribe(
-            TopicArn=topic_arn_ok, Protocol="sqs", Endpoint=arn_queue_ok
+        sns_create_sqs_subscription(
+            topic_arn=topic_arn_alarm,
+            queue_url=queue_url_alarm,
         )
-        cleanups.append(
-            lambda: aws_client.sns.unsubscribe(SubscriptionArn=subscription_ok["SubscriptionArn"])
+        sns_create_sqs_subscription(
+            topic_arn=topic_arn_ok,
+            queue_url=queue_url_ok,
         )
 
         # create alarm with actions for "OK" and "ALARM"
-        aws_client.cloudwatch.put_metric_alarm(
+        aws_cloudwatch_client.put_metric_alarm(
             AlarmName=alarm_name,
             AlarmDescription=alarm_description,
             MetricName=expected_trigger["MetricName"],
@@ -920,20 +909,19 @@ def test_set_alarm(self, sns_create_topic, sqs_create_queue, aws_client, cleanup
             Threshold=expected_trigger["Threshold"],
             Dimensions=[{"Name": "InstanceId", "Value": "i-0317828c84edbe100"}],
             Unit=expected_trigger["Unit"],
-            Statistic=expected_trigger["Statistic"].capitalize(),
+            Statistic="Average",
             OKActions=[topic_arn_ok],
             AlarmActions=[topic_arn_alarm],
             EvaluationPeriods=expected_trigger["EvaluationPeriods"],
             ComparisonOperator=expected_trigger["ComparisonOperator"],
             TreatMissingData=expected_trigger["TreatMissingData"],
         )
-        cleanups.append(lambda: aws_client.cloudwatch.delete_alarms(AlarmNames=[alarm_name]))
+        cleanups.append(lambda: aws_cloudwatch_client.delete_alarms(AlarmNames=[alarm_name]))
 
         # trigger alarm
-        state_value = "ALARM"
         state_reason = "testing alarm"
-        aws_client.cloudwatch.set_alarm_state(
-            AlarmName=alarm_name, StateReason=state_reason, StateValue=state_value
+        aws_cloudwatch_client.set_alarm_state(
+            AlarmName=alarm_name, StateReason=state_reason, StateValue="ALARM"
         )
 
         retry(
@@ -943,19 +931,18 @@ def test_set_alarm(self, sns_create_topic, sqs_create_queue, aws_client, cleanup
             sqs_client=aws_client.sqs,
             expected_queue_url=queue_url_alarm,
             expected_topic_arn=topic_arn_alarm,
-            expected_new=state_value,
+            expected_new="ALARM",
             expected_reason=state_reason,
             alarm_name=alarm_name,
             alarm_description=alarm_description,
             expected_trigger=expected_trigger,
         )
-        describe_alarm = aws_client.cloudwatch.describe_alarms(AlarmNames=[alarm_name])
+        describe_alarm = aws_cloudwatch_client.describe_alarms(AlarmNames=[alarm_name])
         snapshot.match("triggered-alarm", describe_alarm)
         # trigger OK
-        state_value = "OK"
         state_reason = "resetting alarm"
-        aws_client.cloudwatch.set_alarm_state(
-            AlarmName=alarm_name, StateReason=state_reason, StateValue=state_value
+        aws_cloudwatch_client.set_alarm_state(
+            AlarmName=alarm_name, StateReason=state_reason, StateValue="OK"
         )
 
         retry(
@@ -965,13 +952,13 @@ def test_set_alarm(self, sns_create_topic, sqs_create_queue, aws_client, cleanup
             sqs_client=aws_client.sqs,
             expected_queue_url=queue_url_ok,
             expected_topic_arn=topic_arn_ok,
-            expected_new=state_value,
+            expected_new="OK",
             expected_reason=state_reason,
             alarm_name=alarm_name,
             alarm_description=alarm_description,
             expected_trigger=expected_trigger,
         )
-        describe_alarm = aws_client.cloudwatch.describe_alarms(AlarmNames=[alarm_name])
+        describe_alarm = aws_cloudwatch_client.describe_alarms(AlarmNames=[alarm_name])
         snapshot.match("reset-alarm", describe_alarm)
 
     @markers.aws.validated
@@ -1957,33 +1944,21 @@ def test_describe_minimal_metric_alarm(self, snapshot, aws_client, cleanups):
 
     @markers.aws.validated
     @pytest.mark.skipif(is_old_provider(), reason="New test for v2 provider")
-    def test_set_alarm_invalid_input(self, aws_client, snapshot, cleanups):
+    def test_set_alarm_invalid_input(self, aws_cloudwatch_client, snapshot):
         snapshot.add_transformer(snapshot.transform.cloudwatch_api())
         alarm_name = f"a-{short_uid()}"
-        metric_name = f"m-{short_uid()}"
-        name_space = f"n-sp-{short_uid()}"
 
         snapshot.add_transformer(TransformerUtility.key_value("MetricName"))
-        aws_client.cloudwatch.put_metric_alarm(
-            AlarmName=alarm_name,
-            MetricName=metric_name,
-            Namespace=name_space,
-            EvaluationPeriods=1,
-            Period=10,
-            Statistic="Sum",
-            ComparisonOperator="GreaterThanThreshold",
-            Threshold=30,
-        )
-        cleanups.append(lambda: aws_client.cloudwatch.delete_alarms(AlarmNames=[alarm_name]))
-        with pytest.raises(Exception) as ex:
-            aws_client.cloudwatch.set_alarm_state(
+
+        with pytest.raises(ClientError) as ex:
+            aws_cloudwatch_client.set_alarm_state(
                 AlarmName=alarm_name, StateValue="INVALID", StateReason="test"
             )
 
         snapshot.match("error-invalid-state", ex.value.response)
 
-        with pytest.raises(Exception) as ex:
-            aws_client.cloudwatch.set_alarm_state(
+        with pytest.raises(ClientError) as ex:
+            aws_cloudwatch_client.set_alarm_state(
                 AlarmName=f"{alarm_name}-nonexistent", StateValue="OK", StateReason="test"
             )
 
@@ -3044,6 +3019,54 @@ def _get_metric_data_sum():
         )
         snapshot.match("get-metric-data", response)
 
+    @markers.aws.validated
+    @pytest.mark.skipif(is_old_provider(), reason="Wrong behavior in v1 in SetAlarmState")
+    @pytest.mark.parametrize("protocol", ["json", "smithy-rpc-v2-cbor", "query"])
+    def test_exception_serializing_with_no_shape_in_spec(
+        self, cloudwatch_http_client, snapshot, protocol
+    ):
+        alarm_name = f"a-{short_uid()}"
+        http_client = cloudwatch_http_client(protocol)
+
+        # ValidationError is not defined in Botocore specs
+        invalid_value_response = http_client.post(
+            "SetAlarmState",
+            payload={
+                "AlarmName": alarm_name,
+                "StateValue": "INVALID",
+                "StateReason": "test",
+            },
+            status_code=400,
+        )
+        snapshot.match("invalid-value-response", invalid_value_response)
+
+        # RPC v2, by default, should always return 400. It only returns a different status code if Query Mode is enabled
+        status_code = 404 if protocol == "query" else 400
+
+        not_found_response = http_client.post(
+            "SetAlarmState",
+            payload={
+                "AlarmName": alarm_name,
+                "StateValue": "OK",
+                "StateReason": "test",
+            },
+            status_code=status_code,
+        )
+        snapshot.match("not-found-response", not_found_response)
+
+        # if the client sends `x-amzn-query-mode: true`, AWS responds with a different status code for RPC v2
+        not_found_query_mode = http_client.post(
+            "SetAlarmState",
+            payload={
+                "AlarmName": alarm_name,
+                "StateValue": "OK",
+                "StateReason": "test",
+            },
+            status_code=404,
+            query_mode=True,
+        )
+        snapshot.match("not-found-response-query-mode-true", not_found_query_mode)
+
 
 def _get_lambda_logs(logs_client: "CloudWatchLogsClient", fn_name: str):
     log_events = logs_client.filter_log_events(logGroupName=f"/aws/lambda/{fn_name}")["events"]
diff --git a/tests/aws/services/cloudwatch/test_cloudwatch.snapshot.json b/tests/aws/services/cloudwatch/test_cloudwatch.snapshot.json
index 05c57777a680f..e384ec3860fdb 100644
--- a/tests/aws/services/cloudwatch/test_cloudwatch.snapshot.json
+++ b/tests/aws/services/cloudwatch/test_cloudwatch.snapshot.json
@@ -1158,32 +1158,6 @@
       }
     }
   },
-  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_set_alarm_invalid_input": {
-    "recorded-date": "24-11-2023, 12:23:16",
-    "recorded-content": {
-      "error-invalid-state": {
-        "Error": {
-          "Code": "ValidationError",
-          "Message": "1 validation error detected: Value 'INVALID' at 'stateValue' failed to satisfy constraint: Member must satisfy enum value set: [INSUFFICIENT_DATA, ALARM, OK]",
-          "Type": "Sender"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 400
-        }
-      },
-      "error-resource-not-found": {
-        "Error": {
-          "Code": "ResourceNotFound",
-          "Type": "Sender"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 404
-        }
-      }
-    }
-  },
   "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_get_metric_data_for_multiple_metrics": {
     "recorded-date": "23-11-2023, 14:39:07",
     "recorded-content": {
@@ -1833,95 +1807,6 @@
       }
     }
   },
-  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_set_alarm": {
-    "recorded-date": "19-01-2024, 15:29:42",
-    "recorded-content": {
-      "triggered-alarm": {
-        "CompositeAlarms": [],
-        "MetricAlarms": [
-          {
-            "ActionsEnabled": true,
-            "AlarmActions": [
-              "arn:<partition>:sns:<region>:111111111111:<topic_alarm>"
-            ],
-            "AlarmArn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<alarm-name:1>",
-            "AlarmConfigurationUpdatedTimestamp": "timestamp",
-            "AlarmDescription": "Test Alarm when CPU exceeds 50 percent",
-            "AlarmName": "<alarm-name:1>",
-            "ComparisonOperator": "GreaterThanThreshold",
-            "Dimensions": [
-              {
-                "Name": "InstanceId",
-                "Value": "i-0317828c84edbe100"
-              }
-            ],
-            "EvaluationPeriods": 2,
-            "InsufficientDataActions": [],
-            "MetricName": "CPUUtilization-3",
-            "Namespace": "<namespace:1>",
-            "OKActions": [
-              "<topic_ok>"
-            ],
-            "Period": 300,
-            "StateReason": "testing alarm",
-            "StateTransitionedTimestamp": "timestamp",
-            "StateUpdatedTimestamp": "timestamp",
-            "StateValue": "ALARM",
-            "Statistic": "Average",
-            "Threshold": 50.0,
-            "TreatMissingData": "ignore",
-            "Unit": "Percent"
-          }
-        ],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "reset-alarm": {
-        "CompositeAlarms": [],
-        "MetricAlarms": [
-          {
-            "ActionsEnabled": true,
-            "AlarmActions": [
-              "arn:<partition>:sns:<region>:111111111111:<topic_alarm>"
-            ],
-            "AlarmArn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<alarm-name:1>",
-            "AlarmConfigurationUpdatedTimestamp": "timestamp",
-            "AlarmDescription": "Test Alarm when CPU exceeds 50 percent",
-            "AlarmName": "<alarm-name:1>",
-            "ComparisonOperator": "GreaterThanThreshold",
-            "Dimensions": [
-              {
-                "Name": "InstanceId",
-                "Value": "i-0317828c84edbe100"
-              }
-            ],
-            "EvaluationPeriods": 2,
-            "InsufficientDataActions": [],
-            "MetricName": "CPUUtilization-3",
-            "Namespace": "<namespace:1>",
-            "OKActions": [
-              "<topic_ok>"
-            ],
-            "Period": 300,
-            "StateReason": "resetting alarm",
-            "StateTransitionedTimestamp": "timestamp",
-            "StateUpdatedTimestamp": "timestamp",
-            "StateValue": "OK",
-            "Statistic": "Average",
-            "Threshold": 50.0,
-            "TreatMissingData": "ignore",
-            "Unit": "Percent"
-          }
-        ],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
   "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_delete_alarm": {
     "recorded-date": "12-01-2024, 14:06:14",
     "recorded-content": {
@@ -2543,5 +2428,422 @@
         }
       }
     }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_set_alarm[query]": {
+    "recorded-date": "22-09-2025, 19:14:19",
+    "recorded-content": {
+      "triggered-alarm": {
+        "CompositeAlarms": [],
+        "MetricAlarms": [
+          {
+            "ActionsEnabled": true,
+            "AlarmActions": [
+              "arn:<partition>:sns:<region>:111111111111:<topic_alarm>"
+            ],
+            "AlarmArn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<alarm-name:1>",
+            "AlarmConfigurationUpdatedTimestamp": "timestamp",
+            "AlarmDescription": "Test Alarm when CPU exceeds 50 percent",
+            "AlarmName": "<alarm-name:1>",
+            "ComparisonOperator": "GreaterThanThreshold",
+            "Dimensions": [
+              {
+                "Name": "InstanceId",
+                "Value": "i-0317828c84edbe100"
+              }
+            ],
+            "EvaluationPeriods": 2,
+            "InsufficientDataActions": [],
+            "MetricName": "CPUUtilization-3",
+            "Namespace": "<namespace:1>",
+            "OKActions": [
+              "<topic_ok>"
+            ],
+            "Period": 300,
+            "StateReason": "testing alarm",
+            "StateTransitionedTimestamp": "timestamp",
+            "StateUpdatedTimestamp": "timestamp",
+            "StateValue": "ALARM",
+            "Statistic": "Average",
+            "Threshold": 50.0,
+            "TreatMissingData": "ignore",
+            "Unit": "Percent"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "reset-alarm": {
+        "CompositeAlarms": [],
+        "MetricAlarms": [
+          {
+            "ActionsEnabled": true,
+            "AlarmActions": [
+              "arn:<partition>:sns:<region>:111111111111:<topic_alarm>"
+            ],
+            "AlarmArn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<alarm-name:1>",
+            "AlarmConfigurationUpdatedTimestamp": "timestamp",
+            "AlarmDescription": "Test Alarm when CPU exceeds 50 percent",
+            "AlarmName": "<alarm-name:1>",
+            "ComparisonOperator": "GreaterThanThreshold",
+            "Dimensions": [
+              {
+                "Name": "InstanceId",
+                "Value": "i-0317828c84edbe100"
+              }
+            ],
+            "EvaluationPeriods": 2,
+            "InsufficientDataActions": [],
+            "MetricName": "CPUUtilization-3",
+            "Namespace": "<namespace:1>",
+            "OKActions": [
+              "<topic_ok>"
+            ],
+            "Period": 300,
+            "StateReason": "resetting alarm",
+            "StateTransitionedTimestamp": "timestamp",
+            "StateUpdatedTimestamp": "timestamp",
+            "StateValue": "OK",
+            "Statistic": "Average",
+            "Threshold": 50.0,
+            "TreatMissingData": "ignore",
+            "Unit": "Percent"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_set_alarm[json]": {
+    "recorded-date": "22-09-2025, 19:14:26",
+    "recorded-content": {
+      "triggered-alarm": {
+        "CompositeAlarms": [],
+        "MetricAlarms": [
+          {
+            "ActionsEnabled": true,
+            "AlarmActions": [
+              "arn:<partition>:sns:<region>:111111111111:<topic_alarm>"
+            ],
+            "AlarmArn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<alarm-name:1>",
+            "AlarmConfigurationUpdatedTimestamp": "timestamp",
+            "AlarmDescription": "Test Alarm when CPU exceeds 50 percent",
+            "AlarmName": "<alarm-name:1>",
+            "ComparisonOperator": "GreaterThanThreshold",
+            "Dimensions": [
+              {
+                "Name": "InstanceId",
+                "Value": "i-0317828c84edbe100"
+              }
+            ],
+            "EvaluationPeriods": 2,
+            "InsufficientDataActions": [],
+            "MetricName": "CPUUtilization-3",
+            "Namespace": "<namespace:1>",
+            "OKActions": [
+              "<topic_ok>"
+            ],
+            "Period": 300,
+            "StateReason": "testing alarm",
+            "StateTransitionedTimestamp": "timestamp",
+            "StateUpdatedTimestamp": "timestamp",
+            "StateValue": "ALARM",
+            "Statistic": "Average",
+            "Threshold": 50.0,
+            "TreatMissingData": "ignore",
+            "Unit": "Percent"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "reset-alarm": {
+        "CompositeAlarms": [],
+        "MetricAlarms": [
+          {
+            "ActionsEnabled": true,
+            "AlarmActions": [
+              "arn:<partition>:sns:<region>:111111111111:<topic_alarm>"
+            ],
+            "AlarmArn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<alarm-name:1>",
+            "AlarmConfigurationUpdatedTimestamp": "timestamp",
+            "AlarmDescription": "Test Alarm when CPU exceeds 50 percent",
+            "AlarmName": "<alarm-name:1>",
+            "ComparisonOperator": "GreaterThanThreshold",
+            "Dimensions": [
+              {
+                "Name": "InstanceId",
+                "Value": "i-0317828c84edbe100"
+              }
+            ],
+            "EvaluationPeriods": 2,
+            "InsufficientDataActions": [],
+            "MetricName": "CPUUtilization-3",
+            "Namespace": "<namespace:1>",
+            "OKActions": [
+              "<topic_ok>"
+            ],
+            "Period": 300,
+            "StateReason": "resetting alarm",
+            "StateTransitionedTimestamp": "timestamp",
+            "StateUpdatedTimestamp": "timestamp",
+            "StateValue": "OK",
+            "Statistic": "Average",
+            "Threshold": 50.0,
+            "TreatMissingData": "ignore",
+            "Unit": "Percent"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_set_alarm[smithy-rpc-v2-cbor]": {
+    "recorded-date": "22-09-2025, 19:14:33",
+    "recorded-content": {
+      "triggered-alarm": {
+        "CompositeAlarms": [],
+        "MetricAlarms": [
+          {
+            "ActionsEnabled": true,
+            "AlarmActions": [
+              "arn:<partition>:sns:<region>:111111111111:<topic_alarm>"
+            ],
+            "AlarmArn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<alarm-name:1>",
+            "AlarmConfigurationUpdatedTimestamp": "timestamp",
+            "AlarmDescription": "Test Alarm when CPU exceeds 50 percent",
+            "AlarmName": "<alarm-name:1>",
+            "ComparisonOperator": "GreaterThanThreshold",
+            "Dimensions": [
+              {
+                "Name": "InstanceId",
+                "Value": "i-0317828c84edbe100"
+              }
+            ],
+            "EvaluationPeriods": 2,
+            "InsufficientDataActions": [],
+            "MetricName": "CPUUtilization-3",
+            "Namespace": "<namespace:1>",
+            "OKActions": [
+              "<topic_ok>"
+            ],
+            "Period": 300,
+            "StateReason": "testing alarm",
+            "StateTransitionedTimestamp": "timestamp",
+            "StateUpdatedTimestamp": "timestamp",
+            "StateValue": "ALARM",
+            "Statistic": "Average",
+            "Threshold": 50.0,
+            "TreatMissingData": "ignore",
+            "Unit": "Percent"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "reset-alarm": {
+        "CompositeAlarms": [],
+        "MetricAlarms": [
+          {
+            "ActionsEnabled": true,
+            "AlarmActions": [
+              "arn:<partition>:sns:<region>:111111111111:<topic_alarm>"
+            ],
+            "AlarmArn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<alarm-name:1>",
+            "AlarmConfigurationUpdatedTimestamp": "timestamp",
+            "AlarmDescription": "Test Alarm when CPU exceeds 50 percent",
+            "AlarmName": "<alarm-name:1>",
+            "ComparisonOperator": "GreaterThanThreshold",
+            "Dimensions": [
+              {
+                "Name": "InstanceId",
+                "Value": "i-0317828c84edbe100"
+              }
+            ],
+            "EvaluationPeriods": 2,
+            "InsufficientDataActions": [],
+            "MetricName": "CPUUtilization-3",
+            "Namespace": "<namespace:1>",
+            "OKActions": [
+              "<topic_ok>"
+            ],
+            "Period": 300,
+            "StateReason": "resetting alarm",
+            "StateTransitionedTimestamp": "timestamp",
+            "StateUpdatedTimestamp": "timestamp",
+            "StateValue": "OK",
+            "Statistic": "Average",
+            "Threshold": 50.0,
+            "TreatMissingData": "ignore",
+            "Unit": "Percent"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_set_alarm_invalid_input[query]": {
+    "recorded-date": "22-09-2025, 19:16:47",
+    "recorded-content": {
+      "error-invalid-state": {
+        "Error": {
+          "Code": "ValidationError",
+          "Message": "1 validation error detected: Value 'INVALID' at 'stateValue' failed to satisfy constraint: Member must satisfy enum value set: [INSUFFICIENT_DATA, ALARM, OK]",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "error-resource-not-found": {
+        "Error": {
+          "Code": "ResourceNotFound",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 404
+        }
+      }
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_set_alarm_invalid_input[json]": {
+    "recorded-date": "22-09-2025, 19:16:48",
+    "recorded-content": {
+      "error-invalid-state": {
+        "Error": {
+          "Code": "ValidationError",
+          "Message": "1 validation error detected: Value 'INVALID' at 'stateValue' failed to satisfy constraint: Member must satisfy enum value set: [INSUFFICIENT_DATA, ALARM, OK]",
+          "QueryErrorCode": "ValidationException",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "error-resource-not-found": {
+        "Error": {
+          "Code": "ResourceNotFound",
+          "Message": "",
+          "QueryErrorCode": "ResourceNotFound",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 404
+        }
+      }
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_set_alarm_invalid_input[smithy-rpc-v2-cbor]": {
+    "recorded-date": "22-09-2025, 19:16:48",
+    "recorded-content": {
+      "error-invalid-state": {
+        "Error": {
+          "Code": "ValidationError",
+          "Message": "1 validation error detected: Value 'INVALID' at 'stateValue' failed to satisfy constraint: Member must satisfy enum value set: [INSUFFICIENT_DATA, ALARM, OK]",
+          "QueryErrorCode": "ValidationException",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "error-resource-not-found": {
+        "Error": {
+          "Code": "ResourceNotFound",
+          "Message": "",
+          "QueryErrorCode": "ResourceNotFound",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 404
+        }
+      }
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudWatchMultiProtocol::test_exception_serializing_with_no_shape_in_spec[json]": {
+    "recorded-date": "22-09-2025, 19:17:52",
+    "recorded-content": {
+      "invalid-value-response": {
+        "__type": "com.amazon.coral.validate#ValidationException",
+        "message": "1 validation error detected: Value 'INVALID' at 'stateValue' failed to satisfy constraint: Member must satisfy enum value set: [INSUFFICIENT_DATA, ALARM, OK]"
+      },
+      "not-found-response": {
+        "__type": "com.amazonaws.cloudwatch.v2010_08_01#ResourceNotFound"
+      },
+      "not-found-response-query-mode-true": {
+        "__type": "com.amazonaws.cloudwatch.v2010_08_01#ResourceNotFound"
+      }
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudWatchMultiProtocol::test_exception_serializing_with_no_shape_in_spec[smithy-rpc-v2-cbor]": {
+    "recorded-date": "22-09-2025, 19:17:53",
+    "recorded-content": {
+      "invalid-value-response": {
+        "__type": "com.amazon.coral.validate#ValidationException",
+        "message": "1 validation error detected: Value 'INVALID' at 'stateValue' failed to satisfy constraint: Member must satisfy enum value set: [INSUFFICIENT_DATA, ALARM, OK]"
+      },
+      "not-found-response": {
+        "__type": "com.amazonaws.cloudwatch.v2010_08_01#ResourceNotFound"
+      },
+      "not-found-response-query-mode-true": {
+        "__type": "com.amazonaws.cloudwatch.v2010_08_01#ResourceNotFound"
+      }
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudWatchMultiProtocol::test_exception_serializing_with_no_shape_in_spec[query]": {
+    "recorded-date": "22-09-2025, 19:17:54",
+    "recorded-content": {
+      "invalid-value-response": {
+        "ErrorResponse": {
+          "@xmlns": "http://monitoring.amazonaws.com/doc/2010-08-01/",
+          "Error": {
+            "Code": "ValidationError",
+            "Message": "1 validation error detected: Value 'INVALID' at 'stateValue' failed to satisfy constraint: Member must satisfy enum value set: [INSUFFICIENT_DATA, ALARM, OK]",
+            "Type": "Sender"
+          },
+          "RequestId": "<uuid:1>"
+        }
+      },
+      "not-found-response": {
+        "ErrorResponse": {
+          "@xmlns": "http://monitoring.amazonaws.com/doc/2010-08-01/",
+          "Error": {
+            "Code": "ResourceNotFound",
+            "Type": "Sender"
+          },
+          "RequestId": "<uuid:2>"
+        }
+      },
+      "not-found-response-query-mode-true": {
+        "ErrorResponse": {
+          "@xmlns": "http://monitoring.amazonaws.com/doc/2010-08-01/",
+          "Error": {
+            "Code": "ResourceNotFound",
+            "Type": "Sender"
+          },
+          "RequestId": "<uuid:3>"
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/cloudwatch/test_cloudwatch.validation.json b/tests/aws/services/cloudwatch/test_cloudwatch.validation.json
index a98a64dd22330..4d0c048e51cdf 100644
--- a/tests/aws/services/cloudwatch/test_cloudwatch.validation.json
+++ b/tests/aws/services/cloudwatch/test_cloudwatch.validation.json
@@ -26,6 +26,33 @@
       "total": 3.05
     }
   },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudWatchMultiProtocol::test_exception_serializing_with_no_shape_in_spec[json]": {
+    "last_validated_date": "2025-09-22T19:17:52+00:00",
+    "durations_in_seconds": {
+      "setup": 0.43,
+      "call": 2.35,
+      "teardown": 0.01,
+      "total": 2.79
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudWatchMultiProtocol::test_exception_serializing_with_no_shape_in_spec[query]": {
+    "last_validated_date": "2025-09-22T19:17:54+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 1.02,
+      "teardown": 0.0,
+      "total": 1.02
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudWatchMultiProtocol::test_exception_serializing_with_no_shape_in_spec[smithy-rpc-v2-cbor]": {
+    "last_validated_date": "2025-09-22T19:17:53+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 1.32,
+      "teardown": 0.0,
+      "total": 1.32
+    }
+  },
   "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudWatchMultiProtocol::test_multi_protocol_client_fixture[json]": {
     "last_validated_date": "2025-09-19T17:26:49+00:00",
     "durations_in_seconds": {
@@ -170,8 +197,59 @@
       "total": 1.43
     }
   },
-  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_set_alarm": {
-    "last_validated_date": "2024-01-19T15:30:05+00:00"
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_set_alarm[json]": {
+    "last_validated_date": "2025-09-22T19:14:27+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 5.77,
+      "teardown": 1.3,
+      "total": 7.07
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_set_alarm[query]": {
+    "last_validated_date": "2025-09-22T19:14:20+00:00",
+    "durations_in_seconds": {
+      "setup": 0.51,
+      "call": 6.43,
+      "teardown": 1.33,
+      "total": 8.27
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_set_alarm[smithy-rpc-v2-cbor]": {
+    "last_validated_date": "2025-09-22T19:14:34+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 5.45,
+      "teardown": 1.29,
+      "total": 6.74
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_set_alarm_invalid_input[json]": {
+    "last_validated_date": "2025-09-22T19:16:48+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.55,
+      "teardown": 0.0,
+      "total": 0.55
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_set_alarm_invalid_input[query]": {
+    "last_validated_date": "2025-09-22T19:16:47+00:00",
+    "durations_in_seconds": {
+      "setup": 0.47,
+      "call": 0.87,
+      "teardown": 0.0,
+      "total": 1.34
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_set_alarm_invalid_input[smithy-rpc-v2-cbor]": {
+    "last_validated_date": "2025-09-22T19:16:48+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.57,
+      "teardown": 0.0,
+      "total": 0.57
+    }
   },
   "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_store_tags": {
     "last_validated_date": "2024-09-02T14:03:31+00:00"
diff --git a/tests/aws/services/cloudwatch/utils.py b/tests/aws/services/cloudwatch/utils.py
index 2fd3c19e4da38..f735a33c151f4 100644
--- a/tests/aws/services/cloudwatch/utils.py
+++ b/tests/aws/services/cloudwatch/utils.py
@@ -40,7 +40,7 @@ def __init__(
     def _deserialize_response(self, response: Response) -> Any: ...
 
     @abc.abstractmethod
-    def _build_headers(self, operation: str) -> dict: ...
+    def _build_headers(self, operation: str, query_mode: bool = False) -> dict: ...
 
     def _serialize_body(self, body: dict, operation: str) -> str | bytes:
         # here we use the Botocore serializer directly, since it has some complex behavior,
@@ -61,27 +61,30 @@ def host(self) -> str:
     def _build_endpoint(self, operation: str) -> str:
         return f"https://{self.host}"
 
-    def post_raw(self, operation: str, payload: dict, **kwargs) -> Response:
+    def post_raw(
+        self, operation: str, payload: dict, query_mode: bool = False, **kwargs
+    ) -> Response:
         """
-        Perform a kinesis operation, encoding the request payload with CBOR and returning the raw
-        response without any processing or checks.
+        Perform a CloudWatch operation, encoding the request payload based on the `_serialize_body` and returning
+        the raw response without any processing or checks.
         """
         response = self._client.post(
             self._build_endpoint(operation),
             data=self._serialize_body(payload, operation),
-            headers=self._build_headers(operation),
+            headers=self._build_headers(operation, query_mode),
             **kwargs,
         )
         return response
 
-    def post(self, operation: str, payload: dict) -> Any:
+    def post(
+        self, operation: str, payload: dict, status_code: int = 200, query_mode: bool = False
+    ) -> Any:
         """
-        Perform a kinesis operation, encoding the request payload with CBOR, checking the response status code
-         and decoding the response with CBOR.
+        Perform a CloudWatch operation and decode it based on the `_deserialize_response` implementation
         """
-        response = self.post_raw(operation, payload)
+        response = self.post_raw(operation, payload, query_mode=query_mode)
         response_body = self._deserialize_response(response)
-        if response.status_code != 200:
+        if response.status_code != status_code:
             raise ValueError(f"Bad status: {response.status_code}, response body: {response_body}")
         return response_body
 
@@ -94,13 +97,17 @@ def _deserialize_response(self, response: Response) -> Any:
             return cbor2_loads(response.content)
         return {}
 
-    def _build_headers(self, operation: str) -> dict:
-        return {
+    def _build_headers(self, operation: str, query_mode: bool = False) -> dict:
+        headers = {
             "content-type": constants.APPLICATION_CBOR,
             "accept": constants.APPLICATION_CBOR,
             "host": self.host,
             "Smithy-Protocol": "rpc-v2-cbor",
         }
+        if query_mode:
+            headers["x-amzn-query-mode"] = "true"
+
+        return headers
 
     def _build_endpoint(self, operation: str) -> str:
         return f"https://{self.host}/service/{self.target_prefix}/operation/{operation}"
@@ -114,13 +121,17 @@ def _deserialize_response(self, response: Response) -> Any:
             return json.loads(response.content)
         return {}
 
-    def _build_headers(self, operation: str) -> dict:
-        return {
+    def _build_headers(self, operation: str, query_mode: bool = False) -> dict:
+        headers = {
             "Content-Type": constants.APPLICATION_AMZ_JSON_1_0,
             "X-Amz-Target": f"{self.target_prefix}.{operation}",
             "Host": self.host,
-            "x-amzn-query-mode": "true",
+            "x-amzn-query-mode": "true" if query_mode else "false",
         }
+        if query_mode:
+            headers["x-amzn-query-mode"] = "true"
+
+        return headers
 
 
 class CloudWatchQueryHTTPClient(BaseCloudWatchHttpClient):
@@ -146,7 +157,7 @@ def _deserialize_response(self, response: Response) -> Any:
         else:
             return response.content
 
-    def _build_headers(self, operation: str) -> dict:
+    def _build_headers(self, operation: str, query_mode: bool = False) -> dict:
         return {
             "content-type": constants.APPLICATION_X_WWW_FORM_URLENCODED,
             "host": self.host,
diff --git a/tests/aws/services/kms/test_kms.py b/tests/aws/services/kms/test_kms.py
index 5609a6dd1509c..ed8ec0ed43bbb 100644
--- a/tests/aws/services/kms/test_kms.py
+++ b/tests/aws/services/kms/test_kms.py
@@ -735,12 +735,7 @@ def test_generate_random_invalid_number_of_bytes(
         snapshot.match("generate-random-exc", e.value.response)
 
     @markers.aws.validated
-    @markers.snapshot.skip_snapshot_verify(
-        paths=[
-            "$..Error.Message",
-            "$..message",
-        ]
-    )
+    @markers.snapshot.skip_snapshot_verify(paths=["$..Error.Message"])
     @pytest.mark.parametrize(
         "key_spec,sign_algo",
         [
@@ -1459,11 +1454,6 @@ def test_rotate_key_on_demand_raises_error_given_key_that_does_not_exist(
         snapshot.match("error-response", e.value.response)
 
     @markers.aws.validated
-    @markers.snapshot.skip_snapshot_verify(
-        paths=[
-            "$..message",
-        ],
-    )
     def test_rotate_key_on_demand_raises_error_given_non_symmetric_key(
         self, kms_create_key, aws_client, snapshot
     ):
@@ -1968,7 +1958,6 @@ def test_invalid_generate_mac(self, kms_create_key, key_spec, mac_algo, snapshot
         snapshot.match("generate-mac", e.value.response)
 
     @markers.aws.validated
-    @markers.snapshot.skip_snapshot_verify(paths=["$..message"])
     @pytest.mark.parametrize(
         "key_spec,mac_algo,verify_msg",
         [
@@ -2065,8 +2054,9 @@ def test_plaintext_size_for_encrypt(self, kms_create_key, snapshot, aws_client):
         snapshot.match("invalid-plaintext-size-encrypt", e.value.response)
 
     @markers.aws.validated
-    @markers.snapshot.skip_snapshot_verify(paths=["$..message", "$..KeyMaterialId"])
+    @markers.snapshot.skip_snapshot_verify(paths=["$..KeyMaterialId"])
     def test_encrypt_decrypt_encryption_context(self, kms_create_key, snapshot, aws_client):
+        snapshot.add_transformer(snapshot.transform.key_value("KeyMaterialId"))
         key_id = kms_create_key()["KeyId"]
         message = b"test message 123 !%$@ 1234567890"
         encryption_context = {"context-key": "context-value"}
@@ -2417,7 +2407,6 @@ def test_generate_data_key_without_plaintext(self, kms_key, aws_client, snapshot
         snapshot.match("generate-data-key-without-plaintext", result)
 
     @markers.aws.validated
-    @markers.snapshot.skip_snapshot_verify(paths=["$..Error.Message", "$..message"])
     def test_encryption_context_generate_data_key(self, kms_key, aws_client, snapshot):
         encryption_context = {"context-key": "context-value"}
         key_id = kms_key["KeyId"]
@@ -2430,7 +2419,6 @@ def test_encryption_context_generate_data_key(self, kms_key, aws_client, snapsho
         snapshot.match("decrypt-without-encryption-context", e.value.response)
 
     @markers.aws.validated
-    @markers.snapshot.skip_snapshot_verify(paths=["$..Error.Message", "$..message"])
     def test_encryption_context_generate_data_key_without_plaintext(
         self, kms_key, aws_client, snapshot
     ):
@@ -2445,7 +2433,6 @@ def test_encryption_context_generate_data_key_without_plaintext(
         snapshot.match("decrypt-without-encryption-context", e.value.response)
 
     @markers.aws.validated
-    @markers.snapshot.skip_snapshot_verify(paths=["$..message"])
     def test_encryption_context_generate_data_key_pair(self, kms_key, aws_client, snapshot):
         encryption_context = {"context-key": "context-value"}
         key_id = kms_key["KeyId"]
@@ -2458,7 +2445,6 @@ def test_encryption_context_generate_data_key_pair(self, kms_key, aws_client, sn
         snapshot.match("decrypt-without-encryption-context", e.value.response)
 
     @markers.aws.validated
-    @markers.snapshot.skip_snapshot_verify(paths=["$..message"])
     def test_encryption_context_generate_data_key_pair_without_plaintext(
         self, kms_key, aws_client, snapshot
     ):
diff --git a/tests/aws/services/kms/test_kms.snapshot.json b/tests/aws/services/kms/test_kms.snapshot.json
index c69fa48ebdf89..2a3cfaae82d17 100644
--- a/tests/aws/services/kms/test_kms.snapshot.json
+++ b/tests/aws/services/kms/test_kms.snapshot.json
@@ -1565,7 +1565,7 @@
     }
   },
   "tests/aws/services/kms/test_kms.py::TestKMS::test_encrypt_decrypt_encryption_context": {
-    "recorded-date": "08-07-2025, 05:53:27",
+    "recorded-date": "22-09-2025, 21:45:01",
     "recorded-content": {
       "encrypt_response": {
         "CiphertextBlob": "ciphertext-blob",
@@ -1579,7 +1579,7 @@
       "decrypt_response_with_encryption_context": {
         "EncryptionAlgorithm": "SYMMETRIC_DEFAULT",
         "KeyId": "<key-id:1>",
-        "KeyMaterialId": "e2333676b9bf055cb0caa2bec3957d7f3e60b7545a3706314e397746cd26122e",
+        "KeyMaterialId": "<key-material-id:1>",
         "Plaintext": "plaintext",
         "ResponseMetadata": {
           "HTTPHeaders": {},
diff --git a/tests/aws/services/kms/test_kms.validation.json b/tests/aws/services/kms/test_kms.validation.json
index 139126d1707d8..aa83a4a410612 100644
--- a/tests/aws/services/kms/test_kms.validation.json
+++ b/tests/aws/services/kms/test_kms.validation.json
@@ -69,12 +69,12 @@
     "last_validated_date": "2024-04-11T15:53:18+00:00"
   },
   "tests/aws/services/kms/test_kms.py::TestKMS::test_encrypt_decrypt_encryption_context": {
-    "last_validated_date": "2025-07-08T05:53:27+00:00",
+    "last_validated_date": "2025-09-22T21:45:01+00:00",
     "durations_in_seconds": {
-      "setup": 0.74,
-      "call": 1.08,
-      "teardown": 0.15,
-      "total": 1.97
+      "setup": 0.45,
+      "call": 0.99,
+      "teardown": 0.12,
+      "total": 1.56
     }
   },
   "tests/aws/services/kms/test_kms.py::TestKMS::test_encrypt_validate_plaintext_size_per_key_type[RSA_2048-RSAES_OAEP_SHA_1]": {
diff --git a/tests/aws/services/sqs/test_sqs.snapshot.json b/tests/aws/services/sqs/test_sqs.snapshot.json
index c296c9727bea2..ef12d37f6f1f0 100644
--- a/tests/aws/services/sqs/test_sqs.snapshot.json
+++ b/tests/aws/services/sqs/test_sqs.snapshot.json
@@ -3757,7 +3757,7 @@
     }
   },
   "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_send_empty_message[sqs]": {
-    "recorded-date": "19-09-2025, 18:26:04",
+    "recorded-date": "22-09-2025, 16:21:08",
     "recorded-content": {
       "send_empty_message": {
         "Error": {
@@ -3774,7 +3774,7 @@
     }
   },
   "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_send_empty_message[sqs_query]": {
-    "recorded-date": "19-09-2025, 18:26:05",
+    "recorded-date": "22-09-2025, 16:21:09",
     "recorded-content": {
       "send_empty_message": {
         "Error": {
diff --git a/tests/aws/services/sqs/test_sqs.validation.json b/tests/aws/services/sqs/test_sqs.validation.json
index 6781c0213ab47..7d166f13b916c 100644
--- a/tests/aws/services/sqs/test_sqs.validation.json
+++ b/tests/aws/services/sqs/test_sqs.validation.json
@@ -405,21 +405,21 @@
     "last_validated_date": "2024-04-30T13:40:12+00:00"
   },
   "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_send_empty_message[sqs]": {
-    "last_validated_date": "2025-09-19T18:26:04+00:00",
+    "last_validated_date": "2025-09-22T16:21:08+00:00",
     "durations_in_seconds": {
-      "setup": 0.96,
-      "call": 0.12,
-      "teardown": 0.16,
-      "total": 1.24
+      "setup": 1.03,
+      "call": 0.11,
+      "teardown": 0.17,
+      "total": 1.31
     }
   },
   "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_send_empty_message[sqs_query]": {
-    "last_validated_date": "2025-09-19T18:26:05+00:00",
+    "last_validated_date": "2025-09-22T16:21:09+00:00",
     "durations_in_seconds": {
-      "setup": 0.14,
-      "call": 0.42,
-      "teardown": 0.2,
-      "total": 0.76
+      "setup": 0.15,
+      "call": 0.43,
+      "teardown": 0.15,
+      "total": 0.73
     }
   },
   "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_send_message_batch[sqs]": {
diff --git a/tests/unit/aws/protocol/test_serializer.py b/tests/unit/aws/protocol/test_serializer.py
index 6a81c7bb39313..8b91afec7f751 100644
--- a/tests/unit/aws/protocol/test_serializer.py
+++ b/tests/unit/aws/protocol/test_serializer.py
@@ -128,6 +128,7 @@ def _botocore_error_serializer_integration_test(
     status_code: int,
     message: str | None,
     is_sender_fault: bool = False,
+    protocol: str | None = None,
     **additional_error_fields: Any,
 ) -> dict:
     """
@@ -153,11 +154,12 @@ def _botocore_error_serializer_integration_test(
 
     # Load the appropriate service
     service = load_service(service_model_name)
+    service_protocol = protocol or service.protocol
 
     # Use our serializer to serialize the response
-    response_serializer = create_serializer(service)
+    response_serializer = create_serializer(service, service_protocol)
     serialized_response = response_serializer.serialize_error_to_response(
-        exception, service.operation_model(action), None, long_uid()
+        exception, service.operation_model(action), {}, long_uid()
     )
 
     # Use the parser from botocore to parse the serialized response
@@ -167,7 +169,7 @@ def _botocore_error_serializer_integration_test(
     # f.e. needed for x-amzn-errortype
     response_dict["headers"] = HeadersDict(response_dict["headers"])
 
-    response_parser: ResponseParser = create_parser(service.protocol)
+    response_parser: ResponseParser = create_parser(service_protocol)
     parsed_response = response_parser.parse(
         response_dict,
         service.operation_model(action).output_shape,
@@ -192,6 +194,8 @@ def _botocore_error_serializer_integration_test(
     type = parsed_response["Error"].get("Type")
     if is_sender_fault:
         assert type == "Sender"
+    elif service_protocol == "smithy-rpc-v2-cbor" and service.is_query_compatible:
+        assert type == "Receiver"
     else:
         assert type is None
     if additional_error_fields:
@@ -889,6 +893,23 @@ class _ResourceNotFoundException(ServiceException):
     )
 
 
+def test_rpc_v2_cbor_protocol_custom_error_serialization():
+    # CBOR needs a shape for the error, and we have to implement a custom way to serialize user defined exception
+    exception = CommonServiceException(
+        "UserDefinedException", "Parameter x was invalid!", sender_fault=True
+    )
+    _botocore_error_serializer_integration_test(
+        "cloudwatch",
+        "SetAlarmState",
+        exception,
+        "UserDefinedException",
+        400,
+        "Parameter x was invalid!",
+        protocol="smithy-rpc-v2-cbor",
+        is_sender_fault=True,
+    )
+
+
 def test_rpc_v2_cbor_protocol_error_serialization_default_headers():
     class _ResourceNotFoundException(ServiceException):
         code: str = "ResourceNotFoundException"

From abb44e3f83907382cc4c4b3b64994a6b68f850ba Mon Sep 17 00:00:00 2001
From: Joel Scheuner <joel.scheuner.dev@gmail.com>
Date: Tue, 23 Sep 2025 14:20:46 +0200
Subject: [PATCH 233/697] Add hot reload regression test cases for implicit
 behavior (#13183)

---
 .../services/lambda_/test_lambda_developer_tools.py   | 11 ++++++++++-
 1 file changed, 10 insertions(+), 1 deletion(-)

diff --git a/tests/aws/services/lambda_/test_lambda_developer_tools.py b/tests/aws/services/lambda_/test_lambda_developer_tools.py
index 91caff74c3397..97e2025fd8d08 100644
--- a/tests/aws/services/lambda_/test_lambda_developer_tools.py
+++ b/tests/aws/services/lambda_/test_lambda_developer_tools.py
@@ -1,6 +1,7 @@
 import json
 import os
 import time
+from pathlib import Path
 
 import pytest
 from botocore.exceptions import ClientError
@@ -60,13 +61,21 @@ def test_hot_reloading(
             f.write(function_content)
 
         mount_path = get_host_path_for_path_in_docker(hot_reloading_dir_path)
-        create_lambda_function_aws(
+        create_function_response = create_lambda_function_aws(
             FunctionName=function_name,
             Handler="handler.handler",
             Code={"S3Bucket": hot_reloading_bucket, "S3Key": mount_path},
             Role=lambda_su_role,
             Runtime=runtime,
         )
+        # The AWS Toolkit for VS Code depends on this naming convention:
+        # https://github.com/aws/aws-toolkit-vscode/blob/1f6250148ba4f2c22e89613b8e7801bd8c4be062/packages/core/src/lambda/utils.ts#L212
+        assert create_function_response["CodeSha256"].startswith("hot-reloading")
+
+        get_function_response = aws_client.lambda_.get_function(FunctionName=function_name)
+        code_location_path = Path.from_uri(get_function_response["Code"]["Location"])
+        assert str(code_location_path) == mount_path
+
         response = aws_client.lambda_.invoke(FunctionName=function_name, Payload=b"{}")
         response_dict = json.load(response["Payload"])
         assert response_dict["counter"] == 1

From de505e81af1e40bb3e43857f57bbf795ff67afb9 Mon Sep 17 00:00:00 2001
From: Silvio Vasiljevic <silvio.vasiljevic@gmail.com>
Date: Tue, 23 Sep 2025 17:12:11 +0200
Subject: [PATCH 234/697] Generate a dictionary of all publicly available AWS
 owned Cfn resources (#13150)

---
 .github/workflows/update-cfn-resources.yml    |    60 +
 .../services/cloudformation/resources.py      | 24149 ++++++++++++++++
 scripts/update_cfn_resources.py               |   194 +
 3 files changed, 24403 insertions(+)
 create mode 100644 .github/workflows/update-cfn-resources.yml
 create mode 100644 localstack-core/localstack/services/cloudformation/resources.py
 create mode 100644 scripts/update_cfn_resources.py

diff --git a/.github/workflows/update-cfn-resources.yml b/.github/workflows/update-cfn-resources.yml
new file mode 100644
index 0000000000000..1c96386ce72a8
--- /dev/null
+++ b/.github/workflows/update-cfn-resources.yml
@@ -0,0 +1,60 @@
+name: Update CloudFormation Resources
+
+on:
+  schedule:
+    - cron: '0 6 * * TUE'
+  workflow_dispatch:
+
+jobs:
+  update-cfn-resources:
+    name: Update CloudFormation resources metadata
+    runs-on: ubuntu-latest
+    permissions:
+      contents: write
+      pull-requests: write
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v5
+        with:
+          fetch-depth: 0
+
+      - name: Set up Python
+        uses: actions/setup-python@v6
+        with:
+          python-version-file: '.python-version'
+
+      - name: Install uv
+        uses: astral-sh/setup-uv@v6
+
+      - name: Determine boto dependency pins
+        id: boto_versions
+        run: |
+          BOTO3_VERSION=$(grep '^boto3==' requirements-base-runtime.txt | head -n1 | sed 's/^boto3==//')
+          BOTOCORE_VERSION=$(grep '^botocore==' requirements-base-runtime.txt | head -n1 | sed 's/^botocore==//')
+          echo "boto3_version=$BOTO3_VERSION" >> "$GITHUB_OUTPUT"
+          echo "botocore_version=$BOTOCORE_VERSION" >> "$GITHUB_OUTPUT"
+
+      - name: Run CloudFormation resource updater
+        id: run-script
+        env:
+          AWS_ACCESS_KEY_ID: ${{ secrets.AWS_ACCESS_KEY_ID }}
+          AWS_SECRET_ACCESS_KEY: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
+          AWS_DEFAULT_REGION: us-east-1
+        run: |
+          uv run --no-project --no-config \
+            --with boto3==${{ steps.boto_versions.outputs.boto3_version }} \
+            --with botocore==${{ steps.boto_versions.outputs.botocore_version }} \
+            python scripts/update_cfn_resources.py --resource-file localstack-core/localstack/services/cloudformation/resources.py
+
+      - name: Create Pull Request
+        uses: peter-evans/create-pull-request@v7
+        with:
+          title: "Update CloudFormation resource availability"
+          body: "Automated update of CloudFormation resource metadata."
+          branch: "bot/update-cfn-resources"
+          commit-message: "chore: update CloudFormation resource metadata"
+          author: "LocalStack Bot <localstack-bot@users.noreply.github.com>"
+          committer: "LocalStack Bot <localstack-bot@users.noreply.github.com>"
+          labels: "area: cloudformation, semver: patch, skip-docs"
+          token: ${{ secrets.PRO_ACCESS_TOKEN }}
+          signoff: true
diff --git a/localstack-core/localstack/services/cloudformation/resources.py b/localstack-core/localstack/services/cloudformation/resources.py
new file mode 100644
index 0000000000000..5c338d20bb0ff
--- /dev/null
+++ b/localstack-core/localstack/services/cloudformation/resources.py
@@ -0,0 +1,24149 @@
+"""Generated by scripts/update_cfn_resources.py – do not edit manually."""
+
+AWS_AVAILABLE_CFN_RESOURCES = {
+    "AMZN::SDC::Deployment": [
+        "ap-northeast-2",
+    ],
+    "AWS::ACMPCA::Certificate": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ACMPCA::CertificateAuthority": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ACMPCA::CertificateAuthorityActivation": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ACMPCA::Permission": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::AIOps::InvestigationGroup": [
+        "ap-northeast-1",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::APS::ResourcePolicy": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::APS::RuleGroupsNamespace": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::APS::Scraper": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::APS::Workspace": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ARCRegionSwitch::Plan": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ARCZonalShift::AutoshiftObserverNotificationStatus": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ARCZonalShift::ZonalAutoshiftConfiguration": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::AccessAnalyzer::Analyzer": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::AmazonMQ::Broker": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::AmazonMQ::Configuration": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::AmazonMQ::ConfigurationAssociation": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Amplify::App": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Amplify::Branch": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Amplify::Domain": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::AmplifyUIBuilder::Component": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::AmplifyUIBuilder::Form": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::AmplifyUIBuilder::Theme": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ApiGateway::Account": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ApiGateway::ApiKey": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ApiGateway::Authorizer": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ApiGateway::BasePathMapping": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ApiGateway::BasePathMappingV2": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ApiGateway::ClientCertificate": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ApiGateway::Deployment": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ApiGateway::DocumentationPart": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ApiGateway::DocumentationVersion": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ApiGateway::DomainName": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ApiGateway::DomainNameAccessAssociation": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ApiGateway::DomainNameV2": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ApiGateway::GatewayResponse": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ApiGateway::Method": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ApiGateway::Model": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ApiGateway::RequestValidator": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ApiGateway::Resource": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ApiGateway::RestApi": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ApiGateway::Stage": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ApiGateway::UsagePlan": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ApiGateway::UsagePlanKey": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ApiGateway::VpcLink": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ApiGatewayV2::Api": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ApiGatewayV2::ApiGatewayManagedOverrides": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ApiGatewayV2::ApiMapping": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ApiGatewayV2::Authorizer": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ApiGatewayV2::Deployment": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ApiGatewayV2::DomainName": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ApiGatewayV2::Integration": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ApiGatewayV2::IntegrationResponse": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ApiGatewayV2::Model": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ApiGatewayV2::Route": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ApiGatewayV2::RouteResponse": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ApiGatewayV2::RoutingRule": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ApiGatewayV2::Stage": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ApiGatewayV2::VpcLink": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::AppConfig::Application": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::AppConfig::ConfigurationProfile": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::AppConfig::Deployment": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::AppConfig::DeploymentStrategy": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::AppConfig::Environment": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::AppConfig::Extension": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::AppConfig::ExtensionAssociation": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::AppConfig::HostedConfigurationVersion": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::AppFlow::Connector": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::AppFlow::ConnectorProfile": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::AppFlow::Flow": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::AppIntegrations::Application": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::AppIntegrations::DataIntegration": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::AppIntegrations::EventIntegration": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::AppMesh::GatewayRoute": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::AppMesh::Mesh": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::AppMesh::Route": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::AppMesh::VirtualGateway": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::AppMesh::VirtualNode": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::AppMesh::VirtualRouter": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::AppMesh::VirtualService": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::AppRunner::AutoScalingConfiguration": [
+        "ap-northeast-1",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::AppRunner::ObservabilityConfiguration": [
+        "ap-northeast-1",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::AppRunner::Service": [
+        "ap-northeast-1",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::AppRunner::VpcConnector": [
+        "ap-northeast-1",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::AppRunner::VpcIngressConnection": [
+        "ap-northeast-1",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::AppStream::AppBlock": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::AppStream::AppBlockBuilder": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::AppStream::Application": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::AppStream::ApplicationEntitlementAssociation": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::AppStream::ApplicationFleetAssociation": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::AppStream::DirectoryConfig": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::AppStream::Entitlement": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::AppStream::Fleet": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::AppStream::ImageBuilder": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::AppStream::Stack": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::AppStream::StackFleetAssociation": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::AppStream::StackUserAssociation": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::AppStream::User": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::AppSync::Api": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::AppSync::ApiCache": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::AppSync::ApiKey": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::AppSync::ChannelNamespace": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::AppSync::DataSource": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::AppSync::DomainName": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::AppSync::DomainNameApiAssociation": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::AppSync::FunctionConfiguration": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::AppSync::GraphQLApi": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::AppSync::GraphQLSchema": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::AppSync::Resolver": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::AppSync::SourceApiAssociation": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::AppTest::TestCase": [
+        "ap-southeast-2",
+        "eu-central-1",
+        "sa-east-1",
+        "us-east-1",
+    ],
+    "AWS::ApplicationAutoScaling::ScalableTarget": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ApplicationAutoScaling::ScalingPolicy": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ApplicationInsights::Application": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ApplicationSignals::Discovery": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ApplicationSignals::ServiceLevelObjective": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Athena::CapacityReservation": [
+        "ap-northeast-1",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-north-1",
+        "eu-west-1",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Athena::DataCatalog": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Athena::NamedQuery": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Athena::PreparedStatement": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Athena::WorkGroup": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::AuditManager::Assessment": [
+        "ap-northeast-1",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::AutoScaling::AutoScalingGroup": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::AutoScaling::LaunchConfiguration": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::AutoScaling::LifecycleHook": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::AutoScaling::ScalingPolicy": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::AutoScaling::ScheduledAction": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::AutoScaling::WarmPool": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::AutoScalingPlans::ScalingPlan": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::B2BI::Capability": [
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::B2BI::Partnership": [
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::B2BI::Profile": [
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::B2BI::Transformer": [
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::BCMDataExports::Export": [
+        "eu-west-2",
+        "us-east-1",
+    ],
+    "AWS::Backup::BackupPlan": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Backup::BackupSelection": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Backup::BackupVault": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Backup::Framework": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Backup::LogicallyAirGappedBackupVault": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Backup::ReportPlan": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Backup::RestoreTestingPlan": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Backup::RestoreTestingSelection": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::BackupGateway::Hypervisor": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Batch::ComputeEnvironment": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Batch::ConsumableResource": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Batch::JobDefinition": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Batch::JobQueue": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Batch::SchedulingPolicy": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Batch::ServiceEnvironment": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Bedrock::Agent": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Bedrock::AgentAlias": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Bedrock::ApplicationInferenceProfile": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Bedrock::AutomatedReasoningPolicy": [
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-3",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Bedrock::AutomatedReasoningPolicyVersion": [
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-3",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Bedrock::Blueprint": [
+        "ap-south-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Bedrock::DataAutomationProject": [
+        "ap-south-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Bedrock::DataSource": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Bedrock::Flow": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Bedrock::FlowAlias": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Bedrock::FlowVersion": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Bedrock::Guardrail": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Bedrock::GuardrailVersion": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Bedrock::IntelligentPromptRouter": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-3",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Bedrock::KnowledgeBase": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Bedrock::Prompt": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Bedrock::PromptVersion": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Billing::BillingView": [
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::BillingConductor::BillingGroup": [
+        "us-east-1",
+    ],
+    "AWS::BillingConductor::CustomLineItem": [
+        "us-east-1",
+    ],
+    "AWS::BillingConductor::PricingPlan": [
+        "us-east-1",
+    ],
+    "AWS::BillingConductor::PricingRule": [
+        "us-east-1",
+    ],
+    "AWS::Budgets::Budget": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Budgets::BudgetsAction": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::CE::AnomalyMonitor": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::CE::AnomalySubscription": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::CE::CostCategory": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::CUR::ReportDefinition": [
+        "us-east-1",
+    ],
+    "AWS::Cassandra::Keyspace": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Cassandra::Table": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Cassandra::Type": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::CertificateManager::Account": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::CertificateManager::Certificate": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Chatbot::CustomAction": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Chatbot::MicrosoftTeamsChannelConfiguration": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Chatbot::SlackChannelConfiguration": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::CleanRooms::AnalysisTemplate": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::CleanRooms::Collaboration": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::CleanRooms::ConfiguredTable": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::CleanRooms::ConfiguredTableAssociation": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::CleanRooms::IdMappingTable": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::CleanRooms::IdNamespaceAssociation": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::CleanRooms::Membership": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::CleanRooms::PrivacyBudgetTemplate": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::CleanRoomsML::TrainingDataset": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Cloud9::EnvironmentEC2": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::CloudFormation::CustomResource": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::CloudFormation::GuardHook": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::CloudFormation::HookDefaultVersion": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::CloudFormation::HookTypeConfig": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::CloudFormation::HookVersion": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::CloudFormation::LambdaHook": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::CloudFormation::Macro": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::CloudFormation::ModuleDefaultVersion": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::CloudFormation::ModuleVersion": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::CloudFormation::PublicTypeVersion": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::CloudFormation::Publisher": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::CloudFormation::ResourceDefaultVersion": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::CloudFormation::ResourceVersion": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::CloudFormation::Stack": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::CloudFormation::StackSet": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::CloudFormation::TypeActivation": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::CloudFormation::WaitCondition": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::CloudFormation::WaitConditionHandle": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::CloudFront::AnycastIpList": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::CloudFront::CachePolicy": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::CloudFront::CloudFrontOriginAccessIdentity": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::CloudFront::ConnectionGroup": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::CloudFront::ContinuousDeploymentPolicy": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::CloudFront::Distribution": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::CloudFront::DistributionTenant": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::CloudFront::Function": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::CloudFront::KeyGroup": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::CloudFront::KeyValueStore": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::CloudFront::MonitoringSubscription": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::CloudFront::OriginAccessControl": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::CloudFront::OriginRequestPolicy": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::CloudFront::PublicKey": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::CloudFront::RealtimeLogConfig": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::CloudFront::ResponseHeadersPolicy": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::CloudFront::StreamingDistribution": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::CloudFront::VpcOrigin": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::CloudTrail::Channel": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::CloudTrail::Dashboard": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::CloudTrail::EventDataStore": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::CloudTrail::ResourcePolicy": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::CloudTrail::Trail": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::CloudWatch::Alarm": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::CloudWatch::AnomalyDetector": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::CloudWatch::CompositeAlarm": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::CloudWatch::Dashboard": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::CloudWatch::InsightRule": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::CloudWatch::MetricStream": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::CodeArtifact::Domain": [
+        "ap-northeast-1",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::CodeArtifact::PackageGroup": [
+        "ap-northeast-1",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::CodeArtifact::Repository": [
+        "ap-northeast-1",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::CodeBuild::Fleet": [
+        "ap-northeast-1",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::CodeBuild::Project": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::CodeBuild::ReportGroup": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::CodeBuild::SourceCredential": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::CodeCommit::Repository": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::CodeConnections::Connection": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::CodeDeploy::Application": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
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+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
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+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
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+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
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+        "ap-northeast-2",
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+        "ap-southeast-1",
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+        "ca-central-1",
+        "eu-central-1",
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+        "eu-west-1",
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+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
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+        "ap-northeast-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
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+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
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+        "ap-northeast-2",
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+        "ap-south-1",
+        "ap-southeast-1",
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+        "ca-central-1",
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+        "eu-west-1",
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+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
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+        "ap-northeast-2",
+        "ap-northeast-3",
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+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
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+        "us-west-1",
+        "us-west-2",
+    ],
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+        "ap-northeast-2",
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+        "ap-southeast-2",
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+        "eu-west-1",
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+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
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+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
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+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
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+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
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+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
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+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
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+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
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+        "ap-northeast-2",
+        "ap-south-1",
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+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
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+        "ap-northeast-2",
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+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
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+        "ap-northeast-2",
+        "ap-northeast-3",
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+        "ap-southeast-1",
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+        "eu-central-1",
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+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
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+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
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+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
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+        "us-west-2",
+    ],
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+        "ap-northeast-2",
+        "ap-northeast-3",
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+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
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+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
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+        "eu-west-1",
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+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Cognito::ManagedLoginBranding": [
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+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
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+        "eu-central-1",
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+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
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+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
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+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
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+        "ca-central-1",
+        "eu-central-1",
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+        "eu-west-1",
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+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
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+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
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+        "ca-central-1",
+        "eu-central-1",
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+        "eu-west-1",
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+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
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+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
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+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
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+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
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+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
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+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
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+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
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+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Cognito::UserPoolUICustomizationAttachment": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
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+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Cognito::UserPoolUserToGroupAttachment": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Comprehend::DocumentClassifier": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Comprehend::Flywheel": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Config::AggregationAuthorization": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Config::ConfigRule": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Config::ConfigurationAggregator": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Config::ConfigurationRecorder": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Config::ConformancePack": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Config::DeliveryChannel": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Config::OrganizationConfigRule": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Config::OrganizationConformancePack": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Config::RemediationConfiguration": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Config::StoredQuery": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Connect::AgentStatus": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Connect::ApprovedOrigin": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Connect::ContactFlow": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Connect::ContactFlowModule": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Connect::ContactFlowVersion": [
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Connect::EmailAddress": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Connect::EvaluationForm": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Connect::HoursOfOperation": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Connect::Instance": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Connect::InstanceStorageConfig": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Connect::IntegrationAssociation": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Connect::PhoneNumber": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Connect::PredefinedAttribute": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Connect::Prompt": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Connect::Queue": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Connect::QuickConnect": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Connect::RoutingProfile": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Connect::Rule": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Connect::SecurityKey": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Connect::SecurityProfile": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Connect::TaskTemplate": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Connect::TrafficDistributionGroup": [
+        "ap-northeast-1",
+        "ap-northeast-3",
+        "eu-central-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Connect::User": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Connect::UserHierarchyGroup": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Connect::UserHierarchyStructure": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Connect::View": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Connect::ViewVersion": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::ConnectCampaigns::Campaign": [
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::ConnectCampaignsV2::Campaign": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::ControlTower::EnabledBaseline": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ControlTower::EnabledControl": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ControlTower::LandingZone": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::CustomerProfiles::CalculatedAttributeDefinition": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::CustomerProfiles::Domain": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::CustomerProfiles::EventStream": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::CustomerProfiles::EventTrigger": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::CustomerProfiles::Integration": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::CustomerProfiles::ObjectType": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::CustomerProfiles::SegmentDefinition": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::DAX::Cluster": [
+        "ap-northeast-1",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::DAX::ParameterGroup": [
+        "ap-northeast-1",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::DAX::SubnetGroup": [
+        "ap-northeast-1",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::DLM::LifecyclePolicy": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::DMS::Certificate": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::DMS::DataMigration": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::DMS::DataProvider": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::DMS::Endpoint": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::DMS::EventSubscription": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::DMS::InstanceProfile": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::DMS::MigrationProject": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::DMS::ReplicationConfig": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::DMS::ReplicationInstance": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::DMS::ReplicationSubnetGroup": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::DMS::ReplicationTask": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::DSQL::Cluster": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::DataBrew::Dataset": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::DataBrew::Job": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::DataBrew::Project": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::DataBrew::Recipe": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::DataBrew::Ruleset": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::DataBrew::Schedule": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::DataPipeline::Pipeline": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::DataSync::Agent": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::DataSync::LocationAzureBlob": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::DataSync::LocationEFS": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::DataSync::LocationFSxLustre": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::DataSync::LocationFSxONTAP": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::DataSync::LocationFSxOpenZFS": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::DataSync::LocationFSxWindows": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::DataSync::LocationHDFS": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::DataSync::LocationNFS": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::DataSync::LocationObjectStorage": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::DataSync::LocationS3": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::DataSync::LocationSMB": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::DataSync::Task": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::DataZone::Connection": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::DataZone::DataSource": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::DataZone::Domain": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::DataZone::DomainUnit": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::DataZone::Environment": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::DataZone::EnvironmentActions": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::DataZone::EnvironmentBlueprintConfiguration": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::DataZone::EnvironmentProfile": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::DataZone::GroupProfile": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::DataZone::Owner": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::DataZone::PolicyGrant": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::DataZone::Project": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::DataZone::ProjectMembership": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::DataZone::ProjectProfile": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::DataZone::SubscriptionTarget": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::DataZone::UserProfile": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Deadline::Farm": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Deadline::Fleet": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Deadline::LicenseEndpoint": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Deadline::Limit": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Deadline::MeteredProduct": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Deadline::Monitor": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Deadline::Queue": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Deadline::QueueEnvironment": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Deadline::QueueFleetAssociation": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Deadline::QueueLimitAssociation": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Deadline::StorageProfile": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Detective::Graph": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Detective::MemberInvitation": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Detective::OrganizationAdmin": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::DevOpsGuru::LogAnomalyDetectionIntegration": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::DevOpsGuru::NotificationChannel": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::DevOpsGuru::ResourceCollection": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::DeviceFarm::DevicePool": [
+        "us-west-2",
+    ],
+    "AWS::DeviceFarm::InstanceProfile": [
+        "us-west-2",
+    ],
+    "AWS::DeviceFarm::NetworkProfile": [
+        "us-west-2",
+    ],
+    "AWS::DeviceFarm::Project": [
+        "us-west-2",
+    ],
+    "AWS::DeviceFarm::TestGridProject": [
+        "us-west-2",
+    ],
+    "AWS::DeviceFarm::VPCEConfiguration": [
+        "us-west-2",
+    ],
+    "AWS::DirectoryService::MicrosoftAD": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::DirectoryService::SimpleAD": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::DocDB::DBCluster": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::DocDB::DBClusterParameterGroup": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::DocDB::DBInstance": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::DocDB::DBSubnetGroup": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::DocDB::EventSubscription": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::DocDBElastic::Cluster": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::DynamoDB::GlobalTable": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::DynamoDB::Table": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::CapacityReservation": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::CapacityReservationFleet": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::CarrierGateway": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::EC2::ClientVpnAuthorizationRule": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::ClientVpnEndpoint": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::ClientVpnRoute": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::ClientVpnTargetNetworkAssociation": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::CustomerGateway": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::DHCPOptions": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::EC2Fleet": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::EIP": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::EIPAssociation": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::EgressOnlyInternetGateway": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::EnclaveCertificateIamRoleAssociation": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::FlowLog": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::GatewayRouteTableAssociation": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::Host": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::IPAM": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::IPAMAllocation": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::IPAMPool": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::IPAMPoolCidr": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::IPAMResourceDiscovery": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::IPAMResourceDiscoveryAssociation": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::IPAMScope": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::Instance": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::InstanceConnectEndpoint": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::InternetGateway": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::IpPoolRouteTableAssociation": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::KeyPair": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::LaunchTemplate": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::LocalGatewayRoute": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::LocalGatewayRouteTable": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::LocalGatewayRouteTableVPCAssociation": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::LocalGatewayRouteTableVirtualInterfaceGroupAssociation": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::NatGateway": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::NetworkAcl": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::NetworkAclEntry": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::NetworkInsightsAccessScope": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::NetworkInsightsAccessScopeAnalysis": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::NetworkInsightsAnalysis": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::NetworkInsightsPath": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::NetworkInterface": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::NetworkInterfaceAttachment": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::NetworkInterfacePermission": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::NetworkPerformanceMetricSubscription": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::PlacementGroup": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::PrefixList": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::Route": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::RouteServer": [
+        "ap-northeast-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::RouteServerAssociation": [
+        "ap-northeast-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::RouteServerEndpoint": [
+        "ap-northeast-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::RouteServerPeer": [
+        "ap-northeast-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::RouteServerPropagation": [
+        "ap-northeast-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::RouteTable": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::SecurityGroup": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::SecurityGroupEgress": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::SecurityGroupIngress": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::SecurityGroupVpcAssociation": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::SnapshotBlockPublicAccess": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::SpotFleet": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::Subnet": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::SubnetCidrBlock": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::SubnetNetworkAclAssociation": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::SubnetRouteTableAssociation": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::TrafficMirrorFilter": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::TrafficMirrorFilterRule": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::TrafficMirrorSession": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::TrafficMirrorTarget": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::TransitGateway": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::TransitGatewayAttachment": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::TransitGatewayConnect": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::TransitGatewayConnectPeer": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::TransitGatewayMulticastDomain": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::TransitGatewayMulticastDomainAssociation": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::TransitGatewayMulticastGroupMember": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::TransitGatewayMulticastGroupSource": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::TransitGatewayPeeringAttachment": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::TransitGatewayRoute": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::TransitGatewayRouteTable": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::TransitGatewayRouteTableAssociation": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::TransitGatewayRouteTablePropagation": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::TransitGatewayVpcAttachment": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::VPC": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::VPCBlockPublicAccessExclusion": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::VPCBlockPublicAccessOptions": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::VPCCidrBlock": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::VPCDHCPOptionsAssociation": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::VPCEndpoint": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::VPCEndpointConnectionNotification": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::VPCEndpointService": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::VPCEndpointServicePermissions": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::VPCGatewayAttachment": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::VPCPeeringConnection": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::VPNConnection": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::VPNConnectionRoute": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::VPNGateway": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::VPNGatewayRoutePropagation": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::VerifiedAccessEndpoint": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::VerifiedAccessGroup": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::VerifiedAccessInstance": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::VerifiedAccessTrustProvider": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::Volume": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::VolumeAttachment": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ECR::PublicRepository": [
+        "us-east-1",
+    ],
+    "AWS::ECR::PullThroughCacheRule": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ECR::RegistryPolicy": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ECR::RegistryScanningConfiguration": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ECR::ReplicationConfiguration": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ECR::Repository": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ECR::RepositoryCreationTemplate": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ECS::CapacityProvider": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ECS::Cluster": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ECS::ClusterCapacityProviderAssociations": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ECS::PrimaryTaskSet": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ECS::Service": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ECS::TaskDefinition": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ECS::TaskSet": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EFS::AccessPoint": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EFS::FileSystem": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EFS::MountTarget": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EKS::AccessEntry": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EKS::Addon": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EKS::Cluster": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EKS::FargateProfile": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EKS::IdentityProviderConfig": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EKS::Nodegroup": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EKS::PodIdentityAssociation": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EMR::Cluster": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EMR::InstanceFleetConfig": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EMR::InstanceGroupConfig": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EMR::SecurityConfiguration": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EMR::Step": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EMR::Studio": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EMR::StudioSessionMapping": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EMR::WALWorkspace": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::EMRContainers::VirtualCluster": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EMRServerless::Application": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EVS::Environment": [
+        "ap-northeast-1",
+        "eu-central-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::ElastiCache::CacheCluster": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ElastiCache::GlobalReplicationGroup": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ElastiCache::ParameterGroup": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ElastiCache::ReplicationGroup": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ElastiCache::SecurityGroup": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ElastiCache::SecurityGroupIngress": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ElastiCache::ServerlessCache": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ElastiCache::SubnetGroup": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ElastiCache::User": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ElastiCache::UserGroup": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ElasticBeanstalk::Application": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ElasticBeanstalk::ApplicationVersion": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ElasticBeanstalk::ConfigurationTemplate": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ElasticBeanstalk::Environment": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ElasticLoadBalancing::LoadBalancer": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ElasticLoadBalancingV2::Listener": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ElasticLoadBalancingV2::ListenerCertificate": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ElasticLoadBalancingV2::ListenerRule": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ElasticLoadBalancingV2::LoadBalancer": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ElasticLoadBalancingV2::TargetGroup": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ElasticLoadBalancingV2::TrustStore": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ElasticLoadBalancingV2::TrustStoreRevocation": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Elasticsearch::Domain": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EntityResolution::IdMappingWorkflow": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::EntityResolution::IdNamespace": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::EntityResolution::MatchingWorkflow": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::EntityResolution::PolicyStatement": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::EntityResolution::SchemaMapping": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::EventSchemas::Discoverer": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EventSchemas::Registry": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EventSchemas::RegistryPolicy": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EventSchemas::Schema": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Events::ApiDestination": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Events::Archive": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Events::Connection": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Events::Endpoint": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Events::EventBus": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Events::EventBusPolicy": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Events::Rule": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Evidently::Experiment": [
+        "ap-northeast-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Evidently::Feature": [
+        "ap-northeast-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Evidently::Launch": [
+        "ap-northeast-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Evidently::Project": [
+        "ap-northeast-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Evidently::Segment": [
+        "ap-northeast-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::FIS::ExperimentTemplate": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::FIS::TargetAccountConfiguration": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::FMS::NotificationChannel": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::FMS::Policy": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::FMS::ResourceSet": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::FSx::DataRepositoryAssociation": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::FSx::FileSystem": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::FSx::S3AccessPointAttachment": [
+        "ap-northeast-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::FSx::Snapshot": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::FSx::StorageVirtualMachine": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::FSx::Volume": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::FinSpace::Environment": [
+        "ca-central-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Forecast::Dataset": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Forecast::DatasetGroup": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::FraudDetector::Detector": [
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-west-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::FraudDetector::EntityType": [
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-west-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::FraudDetector::EventType": [
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-west-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::FraudDetector::Label": [
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-west-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::FraudDetector::List": [
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-west-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::FraudDetector::Outcome": [
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-west-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::FraudDetector::Variable": [
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-west-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::GameLift::Alias": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::GameLift::Build": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::GameLift::ContainerFleet": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::GameLift::ContainerGroupDefinition": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::GameLift::Fleet": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::GameLift::GameServerGroup": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::GameLift::GameSessionQueue": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::GameLift::Location": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::GameLift::MatchmakingConfiguration": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::GameLift::MatchmakingRuleSet": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::GameLift::Script": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::GameLiftStreams::Application": [
+        "ap-northeast-1",
+        "eu-central-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::GameLiftStreams::StreamGroup": [
+        "ap-northeast-1",
+        "eu-central-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::GammaDilithium::JobDefinition": [
+        "ap-southeast-1",
+        "us-west-1",
+    ],
+    "AWS::GlobalAccelerator::Accelerator": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::GlobalAccelerator::CrossAccountAttachment": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::GlobalAccelerator::EndpointGroup": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::GlobalAccelerator::Listener": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Glue::Classifier": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Glue::Connection": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Glue::Crawler": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Glue::CustomEntityType": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Glue::DataCatalogEncryptionSettings": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Glue::DataQualityRuleset": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Glue::Database": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Glue::DevEndpoint": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Glue::Job": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Glue::MLTransform": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Glue::Partition": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Glue::Registry": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Glue::Schema": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Glue::SchemaVersion": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Glue::SchemaVersionMetadata": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Glue::SecurityConfiguration": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Glue::Table": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Glue::TableOptimizer": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Glue::Trigger": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Glue::UsageProfile": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Glue::Workflow": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Grafana::Workspace": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Greengrass::ConnectorDefinition": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Greengrass::ConnectorDefinitionVersion": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Greengrass::CoreDefinition": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Greengrass::CoreDefinitionVersion": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Greengrass::DeviceDefinition": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Greengrass::DeviceDefinitionVersion": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Greengrass::FunctionDefinition": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Greengrass::FunctionDefinitionVersion": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Greengrass::Group": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Greengrass::GroupVersion": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Greengrass::LoggerDefinition": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Greengrass::LoggerDefinitionVersion": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Greengrass::ResourceDefinition": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Greengrass::ResourceDefinitionVersion": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Greengrass::SubscriptionDefinition": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Greengrass::SubscriptionDefinitionVersion": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::GreengrassV2::ComponentVersion": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::GreengrassV2::Deployment": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::GroundStation::Config": [
+        "ap-northeast-2",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::GroundStation::DataflowEndpointGroup": [
+        "ap-northeast-2",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::GroundStation::MissionProfile": [
+        "ap-northeast-2",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::GuardDuty::Detector": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::GuardDuty::Filter": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::GuardDuty::IPSet": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::GuardDuty::MalwareProtectionPlan": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::GuardDuty::Master": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::GuardDuty::Member": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::GuardDuty::PublishingDestination": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::GuardDuty::ThreatEntitySet": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::GuardDuty::ThreatIntelSet": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::GuardDuty::TrustedEntitySet": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::HealthImaging::Datastore": [
+        "ap-southeast-2",
+        "eu-west-1",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::HealthLake::FHIRDatastore": [
+        "ap-south-1",
+        "ap-southeast-2",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::IAM::AccessKey": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::IAM::Group": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::IAM::GroupPolicy": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::IAM::InstanceProfile": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::IAM::ManagedPolicy": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::IAM::OIDCProvider": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::IAM::Policy": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::IAM::Role": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::IAM::RolePolicy": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::IAM::SAMLProvider": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::IAM::ServerCertificate": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::IAM::ServiceLinkedRole": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::IAM::User": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::IAM::UserPolicy": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::IAM::UserToGroupAddition": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::IAM::VirtualMFADevice": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::IVS::Channel": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "eu-central-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::IVS::EncoderConfiguration": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "eu-central-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::IVS::IngestConfiguration": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "eu-central-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::IVS::PlaybackKeyPair": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "eu-central-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::IVS::PlaybackRestrictionPolicy": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "eu-central-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::IVS::PublicKey": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "eu-central-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::IVS::RecordingConfiguration": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "eu-central-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::IVS::Stage": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "eu-central-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::IVS::StorageConfiguration": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "eu-central-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::IVS::StreamKey": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "eu-central-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::IVSChat::LoggingConfiguration": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "eu-central-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::IVSChat::Room": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "eu-central-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::IdentityStore::Group": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::IdentityStore::GroupMembership": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ImageBuilder::Component": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ImageBuilder::ContainerRecipe": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ImageBuilder::DistributionConfiguration": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ImageBuilder::Image": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ImageBuilder::ImagePipeline": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ImageBuilder::ImageRecipe": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ImageBuilder::InfrastructureConfiguration": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ImageBuilder::LifecyclePolicy": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ImageBuilder::Workflow": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Inspector::AssessmentTarget": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Inspector::AssessmentTemplate": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Inspector::ResourceGroup": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::InspectorV2::CisScanConfiguration": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::InspectorV2::CodeSecurityIntegration": [
+        "ap-northeast-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::InspectorV2::CodeSecurityScanConfiguration": [
+        "ap-northeast-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::InspectorV2::Filter": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::InternetMonitor::Monitor": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Invoicing::InvoiceUnit": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::IoT::AccountAuditConfiguration": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::IoT::Authorizer": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::IoT::BillingGroup": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::IoT::CACertificate": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::IoT::Certificate": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::IoT::CertificateProvider": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::IoT::Command": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::IoT::CustomMetric": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::IoT::Dimension": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::IoT::DomainConfiguration": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::IoT::EncryptionConfiguration": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::IoT::FleetMetric": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::IoT::JobTemplate": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::IoT::Logging": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::IoT::MitigationAction": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::IoT::Policy": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::IoT::PolicyPrincipalAttachment": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::IoT::ProvisioningTemplate": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::IoT::ResourceSpecificLogging": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::IoT::RoleAlias": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::IoT::ScheduledAudit": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::IoT::SecurityProfile": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::IoT::SoftwarePackage": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::IoT::SoftwarePackageVersion": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::IoT::Thing": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::IoT::ThingGroup": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::IoT::ThingPrincipalAttachment": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::IoT::ThingType": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::IoT::TopicRule": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::IoT::TopicRuleDestination": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::IoTAnalytics::Channel": [
+        "ap-northeast-1",
+        "ap-south-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::IoTAnalytics::Dataset": [
+        "ap-northeast-1",
+        "ap-south-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::IoTAnalytics::Datastore": [
+        "ap-northeast-1",
+        "ap-south-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::IoTAnalytics::Pipeline": [
+        "ap-northeast-1",
+        "ap-south-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::IoTCoreDeviceAdvisor::SuiteDefinition": [
+        "ap-northeast-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::IoTEvents::AlarmModel": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::IoTEvents::DetectorModel": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::IoTEvents::Input": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::IoTFleetHub::Application": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::IoTFleetWise::Campaign": [
+        "ap-south-1",
+        "eu-central-1",
+        "us-east-1",
+    ],
+    "AWS::IoTFleetWise::DecoderManifest": [
+        "ap-south-1",
+        "eu-central-1",
+        "us-east-1",
+    ],
+    "AWS::IoTFleetWise::Fleet": [
+        "ap-south-1",
+        "eu-central-1",
+        "us-east-1",
+    ],
+    "AWS::IoTFleetWise::ModelManifest": [
+        "ap-south-1",
+        "eu-central-1",
+        "us-east-1",
+    ],
+    "AWS::IoTFleetWise::SignalCatalog": [
+        "ap-south-1",
+        "eu-central-1",
+        "us-east-1",
+    ],
+    "AWS::IoTFleetWise::StateTemplate": [
+        "ap-south-1",
+        "eu-central-1",
+        "us-east-1",
+    ],
+    "AWS::IoTFleetWise::Vehicle": [
+        "ap-south-1",
+        "eu-central-1",
+        "us-east-1",
+    ],
+    "AWS::IoTManagedIntegrations::CredentialLocker": [
+        "ca-central-1",
+        "eu-west-1",
+    ],
+    "AWS::IoTManagedIntegrations::ManagedThing": [
+        "ca-central-1",
+        "eu-west-1",
+    ],
+    "AWS::IoTManagedIntegrations::ProvisioningProfile": [
+        "ca-central-1",
+        "eu-west-1",
+    ],
+    "AWS::IoTSiteWise::AccessPolicy": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::IoTSiteWise::Asset": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::IoTSiteWise::AssetModel": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::IoTSiteWise::ComputationModel": [
+        "ap-southeast-2",
+        "eu-west-1",
+        "us-east-1",
+    ],
+    "AWS::IoTSiteWise::Dashboard": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::IoTSiteWise::Dataset": [
+        "ap-southeast-2",
+        "eu-west-1",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::IoTSiteWise::Gateway": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::IoTSiteWise::Portal": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::IoTSiteWise::Project": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::IoTThingsGraph::FlowTemplate": [
+        "ap-northeast-1",
+        "ap-southeast-2",
+        "eu-west-1",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::IoTTwinMaker::ComponentType": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::IoTTwinMaker::Entity": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::IoTTwinMaker::Scene": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::IoTTwinMaker::SyncJob": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::IoTTwinMaker::Workspace": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::IoTWireless::Destination": [
+        "ap-northeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "sa-east-1",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::IoTWireless::DeviceProfile": [
+        "ap-northeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "sa-east-1",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::IoTWireless::FuotaTask": [
+        "ap-northeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "sa-east-1",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::IoTWireless::MulticastGroup": [
+        "ap-northeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "sa-east-1",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::IoTWireless::NetworkAnalyzerConfiguration": [
+        "ap-northeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "sa-east-1",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::IoTWireless::PartnerAccount": [
+        "us-east-1",
+    ],
+    "AWS::IoTWireless::ServiceProfile": [
+        "ap-northeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "sa-east-1",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::IoTWireless::TaskDefinition": [
+        "ap-northeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "sa-east-1",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::IoTWireless::WirelessDevice": [
+        "ap-northeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "sa-east-1",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::IoTWireless::WirelessDeviceImportTask": [
+        "us-east-1",
+    ],
+    "AWS::IoTWireless::WirelessGateway": [
+        "ap-northeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "sa-east-1",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::KMS::Alias": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::KMS::Key": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::KMS::ReplicaKey": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::KafkaConnect::Connector": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::KafkaConnect::CustomPlugin": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::KafkaConnect::WorkerConfiguration": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Kendra::DataSource": [
+        "ap-northeast-1",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Kendra::Faq": [
+        "ap-northeast-1",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Kendra::Index": [
+        "ap-northeast-1",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::KendraRanking::ExecutionPlan": [
+        "ap-northeast-1",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Kinesis::ResourcePolicy": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Kinesis::Stream": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Kinesis::StreamConsumer": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::KinesisAnalytics::Application": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::KinesisAnalytics::ApplicationOutput": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::KinesisAnalytics::ApplicationReferenceDataSource": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::KinesisAnalyticsV2::Application": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::KinesisAnalyticsV2::ApplicationCloudWatchLoggingOption": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::KinesisAnalyticsV2::ApplicationOutput": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::KinesisAnalyticsV2::ApplicationReferenceDataSource": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::KinesisFirehose::DeliveryStream": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::KinesisVideo::SignalingChannel": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::KinesisVideo::Stream": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::LakeFormation::DataCellsFilter": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::LakeFormation::DataLakeSettings": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::LakeFormation::Permissions": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::LakeFormation::PrincipalPermissions": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::LakeFormation::Resource": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::LakeFormation::Tag": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::LakeFormation::TagAssociation": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Lambda::Alias": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Lambda::CodeSigningConfig": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Lambda::EventInvokeConfig": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Lambda::EventSourceMapping": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Lambda::Function": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Lambda::LayerVersion": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Lambda::LayerVersionPermission": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Lambda::Permission": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Lambda::ResourcePolicy": [
+        "eu-west-1",
+    ],
+    "AWS::Lambda::Url": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Lambda::Version": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::LaunchWizard::Deployment": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Lex::Bot": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Lex::BotAlias": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Lex::BotVersion": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Lex::ResourcePolicy": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::LicenseManager::Grant": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::LicenseManager::License": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Lightsail::Alarm": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Lightsail::Bucket": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Lightsail::Certificate": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Lightsail::Container": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Lightsail::Database": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Lightsail::Disk": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Lightsail::Distribution": [
+        "us-east-1",
+    ],
+    "AWS::Lightsail::Domain": [
+        "us-east-1",
+    ],
+    "AWS::Lightsail::Instance": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Lightsail::InstanceSnapshot": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Lightsail::LoadBalancer": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Lightsail::LoadBalancerTlsCertificate": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Lightsail::StaticIp": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Location::APIKey": [
+        "ap-northeast-1",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Location::GeofenceCollection": [
+        "ap-northeast-1",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Location::Map": [
+        "ap-northeast-1",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Location::PlaceIndex": [
+        "ap-northeast-1",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Location::RouteCalculator": [
+        "ap-northeast-1",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Location::Tracker": [
+        "ap-northeast-1",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Location::TrackerConsumer": [
+        "ap-northeast-1",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Logs::AccountPolicy": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Logs::Delivery": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Logs::DeliveryDestination": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Logs::DeliverySource": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Logs::Destination": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Logs::Integration": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Logs::LogAnomalyDetector": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Logs::LogGroup": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Logs::LogStream": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Logs::MetricFilter": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Logs::QueryDefinition": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Logs::ResourcePolicy": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Logs::SubscriptionFilter": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Logs::Transformer": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::LookoutEquipment::InferenceScheduler": [
+        "ap-northeast-2",
+        "eu-west-1",
+        "us-east-1",
+    ],
+    "AWS::LookoutMetrics::Alert": [
+        "ap-northeast-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::LookoutMetrics::AnomalyDetector": [
+        "ap-northeast-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::LookoutVision::Project": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::M2::Application": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::M2::Deployment": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::M2::Environment": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::MPA::ApprovalTeam": [
+        "us-east-1",
+    ],
+    "AWS::MPA::IdentitySource": [
+        "us-east-1",
+    ],
+    "AWS::MSK::BatchScramSecret": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::MSK::Cluster": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::MSK::ClusterPolicy": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::MSK::Configuration": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::MSK::Replicator": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::MSK::ServerlessCluster": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::MSK::VpcConnection": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::MWAA::Environment": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Macie::AllowList": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Macie::CustomDataIdentifier": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Macie::FindingsFilter": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Macie::Session": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ManagedBlockchain::Accessor": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-southeast-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+    ],
+    "AWS::ManagedBlockchain::Member": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-southeast-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::ManagedBlockchain::Node": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-southeast-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+    ],
+    "AWS::MediaConnect::Bridge": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::MediaConnect::BridgeOutput": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::MediaConnect::BridgeSource": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::MediaConnect::Flow": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::MediaConnect::FlowEntitlement": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::MediaConnect::FlowOutput": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::MediaConnect::FlowSource": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::MediaConnect::FlowVpcInterface": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::MediaConnect::Gateway": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::MediaConvert::JobTemplate": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::MediaConvert::Preset": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::MediaConvert::Queue": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::MediaLive::Channel": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::MediaLive::ChannelPlacementGroup": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::MediaLive::CloudWatchAlarmTemplate": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::MediaLive::CloudWatchAlarmTemplateGroup": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::MediaLive::Cluster": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::MediaLive::EventBridgeRuleTemplate": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::MediaLive::EventBridgeRuleTemplateGroup": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::MediaLive::Input": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "sa-east-1",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::MediaLive::InputSecurityGroup": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::MediaLive::Multiplex": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::MediaLive::Multiplexprogram": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::MediaLive::Network": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::MediaLive::SdiSource": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::MediaLive::SignalMap": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::MediaPackage::Asset": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::MediaPackage::Channel": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::MediaPackage::OriginEndpoint": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::MediaPackage::PackagingConfiguration": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::MediaPackage::PackagingGroup": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::MediaPackageV2::Channel": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::MediaPackageV2::ChannelGroup": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::MediaPackageV2::ChannelPolicy": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::MediaPackageV2::OriginEndpoint": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::MediaPackageV2::OriginEndpointPolicy": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::MediaStore::Container": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "sa-east-1",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::MediaTailor::Channel": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::MediaTailor::ChannelPolicy": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::MediaTailor::LiveSource": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::MediaTailor::PlaybackConfiguration": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::MediaTailor::SourceLocation": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::MediaTailor::VodSource": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::MemoryDB::ACL": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::MemoryDB::Cluster": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::MemoryDB::MultiRegionCluster": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::MemoryDB::ParameterGroup": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::MemoryDB::SubnetGroup": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::MemoryDB::User": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Neptune::DBCluster": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Neptune::DBClusterParameterGroup": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Neptune::DBInstance": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Neptune::DBParameterGroup": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Neptune::DBSubnetGroup": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Neptune::EventSubscription": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::NeptuneGraph::Graph": [
+        "ap-northeast-1",
+        "ap-south-1",
+        "ap-southeast-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::NeptuneGraph::PrivateGraphEndpoint": [
+        "ap-northeast-1",
+        "ap-south-1",
+        "ap-southeast-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::NetworkFirewall::Firewall": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::NetworkFirewall::FirewallPolicy": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::NetworkFirewall::LoggingConfiguration": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::NetworkFirewall::RuleGroup": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::NetworkFirewall::TLSInspectionConfiguration": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::NetworkFirewall::VpcEndpointAssociation": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::NetworkManager::ConnectAttachment": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::NetworkManager::ConnectPeer": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::NetworkManager::CoreNetwork": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::NetworkManager::CustomerGatewayAssociation": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::NetworkManager::Device": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::NetworkManager::DirectConnectGatewayAttachment": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::NetworkManager::GlobalNetwork": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::NetworkManager::Link": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::NetworkManager::LinkAssociation": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::NetworkManager::Site": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::NetworkManager::SiteToSiteVpnAttachment": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::NetworkManager::TransitGatewayPeering": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::NetworkManager::TransitGatewayRegistration": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::NetworkManager::TransitGatewayRouteTableAttachment": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::NetworkManager::VpcAttachment": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::NimbleStudio::Studio": [
+        "ap-southeast-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "us-east-2",
+    ],
+    "AWS::Notifications::ChannelAssociation": [
+        "us-east-1",
+    ],
+    "AWS::Notifications::EventRule": [
+        "us-east-1",
+    ],
+    "AWS::Notifications::ManagedNotificationAccountContactAssociation": [
+        "us-east-1",
+    ],
+    "AWS::Notifications::ManagedNotificationAdditionalChannelAssociation": [
+        "us-east-1",
+    ],
+    "AWS::Notifications::NotificationConfiguration": [
+        "us-east-1",
+    ],
+    "AWS::Notifications::NotificationHub": [
+        "us-east-1",
+    ],
+    "AWS::Notifications::OrganizationalUnitAssociation": [
+        "us-east-1",
+    ],
+    "AWS::NotificationsContacts::EmailContact": [
+        "us-east-1",
+    ],
+    "AWS::ODB::CloudAutonomousVmCluster": [
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::ODB::CloudExadataInfrastructure": [
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::ODB::CloudVmCluster": [
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::ODB::OdbNetwork": [
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::ODB::OdbPeeringConnection": [
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::OSIS::Pipeline": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Oam::Link": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Oam::Sink": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ObservabilityAdmin::OrganizationTelemetryRule": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ObservabilityAdmin::TelemetryRule": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Omics::AnnotationStore": [
+        "ap-southeast-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Omics::ReferenceStore": [
+        "ap-southeast-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Omics::RunGroup": [
+        "ap-northeast-2",
+        "ap-southeast-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Omics::SequenceStore": [
+        "ap-southeast-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Omics::VariantStore": [
+        "ap-southeast-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Omics::Workflow": [
+        "ap-northeast-2",
+        "ap-southeast-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Omics::WorkflowVersion": [
+        "ap-northeast-2",
+        "ap-southeast-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::OpenSearchServerless::AccessPolicy": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::OpenSearchServerless::Collection": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::OpenSearchServerless::Index": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::OpenSearchServerless::LifecyclePolicy": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::OpenSearchServerless::SecurityConfig": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::OpenSearchServerless::SecurityPolicy": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::OpenSearchServerless::VpcEndpoint": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::OpenSearchService::Application": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::OpenSearchService::Domain": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::OpsWorks::App": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::OpsWorks::ElasticLoadBalancerAttachment": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::OpsWorks::Instance": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::OpsWorks::Layer": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::OpsWorks::Stack": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::OpsWorks::UserProfile": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::OpsWorks::Volume": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::OpsWorksCM::Server": [
+        "ap-northeast-1",
+    ],
+    "AWS::Organizations::Account": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Organizations::Organization": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Organizations::OrganizationalUnit": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Organizations::Policy": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Organizations::ResourcePolicy": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::PCAConnectorAD::Connector": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::PCAConnectorAD::DirectoryRegistration": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::PCAConnectorAD::ServicePrincipalName": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::PCAConnectorAD::Template": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::PCAConnectorAD::TemplateGroupAccessControlEntry": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::PCAConnectorSCEP::Challenge": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::PCAConnectorSCEP::Connector": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::PCS::Cluster": [
+        "ap-northeast-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::PCS::ComputeNodeGroup": [
+        "ap-northeast-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::PCS::Queue": [
+        "ap-northeast-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Panorama::ApplicationInstance": [
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Panorama::Package": [
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Panorama::PackageVersion": [
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::PaymentCryptography::Alias": [
+        "ap-northeast-1",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "eu-central-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::PaymentCryptography::Key": [
+        "ap-northeast-1",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "eu-central-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Personalize::Dataset": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Personalize::DatasetGroup": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Personalize::Schema": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Personalize::Solution": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Pinpoint::ADMChannel": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Pinpoint::APNSChannel": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Pinpoint::APNSSandboxChannel": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Pinpoint::APNSVoipChannel": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Pinpoint::APNSVoipSandboxChannel": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Pinpoint::App": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Pinpoint::ApplicationSettings": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Pinpoint::BaiduChannel": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Pinpoint::Campaign": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Pinpoint::EmailChannel": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Pinpoint::EmailTemplate": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Pinpoint::EventStream": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Pinpoint::GCMChannel": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Pinpoint::InAppTemplate": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Pinpoint::PushTemplate": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Pinpoint::SMSChannel": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Pinpoint::Segment": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Pinpoint::SmsTemplate": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Pinpoint::VoiceChannel": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::PinpointEmail::ConfigurationSet": [
+        "ap-south-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::PinpointEmail::ConfigurationSetEventDestination": [
+        "ap-south-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::PinpointEmail::DedicatedIpPool": [
+        "ap-south-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::PinpointEmail::Identity": [
+        "ap-south-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Pipes::Pipe": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Proton::EnvironmentAccountConnection": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Proton::EnvironmentTemplate": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Proton::ServiceTemplate": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::QBusiness::Application": [
+        "ap-southeast-2",
+        "eu-west-1",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::QBusiness::DataAccessor": [
+        "ap-southeast-2",
+        "eu-west-1",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::QBusiness::DataSource": [
+        "ap-southeast-2",
+        "eu-west-1",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::QBusiness::Index": [
+        "ap-southeast-2",
+        "eu-west-1",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::QBusiness::Permission": [
+        "ap-southeast-2",
+        "eu-west-1",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::QBusiness::Plugin": [
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::QBusiness::Retriever": [
+        "ap-southeast-2",
+        "eu-west-1",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::QBusiness::WebExperience": [
+        "ap-southeast-2",
+        "eu-west-1",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::QLDB::Ledger": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::QLDB::Stream": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::QuickSight::Analysis": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::QuickSight::CustomPermissions": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::QuickSight::Dashboard": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::QuickSight::DataSet": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::QuickSight::DataSource": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::QuickSight::Folder": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::QuickSight::RefreshSchedule": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::QuickSight::Template": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::QuickSight::Theme": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::QuickSight::Topic": [
+        "ap-northeast-1",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::QuickSight::VPCConnection": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::RAM::Permission": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::RAM::ResourceShare": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::RDS::CustomDBEngineVersion": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::RDS::DBCluster": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::RDS::DBClusterParameterGroup": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::RDS::DBInstance": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::RDS::DBParameterGroup": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::RDS::DBProxy": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::RDS::DBProxyEndpoint": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::RDS::DBProxyTargetGroup": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::RDS::DBSecurityGroup": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::RDS::DBSecurityGroupIngress": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::RDS::DBShardGroup": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::RDS::DBSubnetGroup": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::RDS::EventSubscription": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::RDS::GlobalCluster": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::RDS::Integration": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::RDS::OptionGroup": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::RUM::AppMonitor": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Rbin::Rule": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Redshift::Cluster": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Redshift::ClusterParameterGroup": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Redshift::ClusterSecurityGroup": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Redshift::ClusterSecurityGroupIngress": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Redshift::ClusterSubnetGroup": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Redshift::EndpointAccess": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Redshift::EndpointAuthorization": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Redshift::EventSubscription": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Redshift::Integration": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Redshift::ScheduledAction": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::RedshiftServerless::Namespace": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::RedshiftServerless::Snapshot": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::RedshiftServerless::Workgroup": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::RefactorSpaces::Application": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::RefactorSpaces::Environment": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::RefactorSpaces::Route": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::RefactorSpaces::Service": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Rekognition::Collection": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Rekognition::Project": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Rekognition::StreamProcessor": [
+        "ap-northeast-1",
+        "ap-south-1",
+        "eu-central-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::ResilienceHub::App": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ResilienceHub::ResiliencyPolicy": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ResourceExplorer2::DefaultViewAssociation": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ResourceExplorer2::Index": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ResourceExplorer2::View": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ResourceGroups::Group": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ResourceGroups::TagSyncTask": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::RoboMaker::Fleet": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::RoboMaker::Robot": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::RoboMaker::RobotApplication": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::RoboMaker::RobotApplicationVersion": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::RoboMaker::SimulationApplication": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::RoboMaker::SimulationApplicationVersion": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::RolesAnywhere::CRL": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::RolesAnywhere::Profile": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::RolesAnywhere::TrustAnchor": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Route53::CidrCollection": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Route53::DNSSEC": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Route53::HealthCheck": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Route53::HostedZone": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Route53::KeySigningKey": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Route53::RecordSet": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Route53::RecordSetGroup": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Route53Profiles::Profile": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Route53Profiles::ProfileAssociation": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Route53Profiles::ProfileResourceAssociation": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Route53RecoveryControl::Cluster": [
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Route53RecoveryControl::ControlPanel": [
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Route53RecoveryControl::RoutingControl": [
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Route53RecoveryControl::SafetyRule": [
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Route53RecoveryReadiness::Cell": [
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Route53RecoveryReadiness::ReadinessCheck": [
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Route53RecoveryReadiness::RecoveryGroup": [
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Route53RecoveryReadiness::ResourceSet": [
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Route53Resolver::FirewallDomainList": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Route53Resolver::FirewallRuleGroup": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Route53Resolver::FirewallRuleGroupAssociation": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Route53Resolver::OutpostResolver": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Route53Resolver::ResolverConfig": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Route53Resolver::ResolverDNSSECConfig": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Route53Resolver::ResolverEndpoint": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Route53Resolver::ResolverQueryLoggingConfig": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Route53Resolver::ResolverQueryLoggingConfigAssociation": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Route53Resolver::ResolverRule": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Route53Resolver::ResolverRuleAssociation": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::S3::AccessGrant": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::S3::AccessGrantsInstance": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::S3::AccessGrantsLocation": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::S3::AccessPoint": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::S3::Bucket": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::S3::BucketPolicy": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::S3::MultiRegionAccessPoint": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::S3::MultiRegionAccessPointPolicy": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::S3::StorageLens": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::S3::StorageLensGroup": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::S3Express::AccessPoint": [
+        "ap-northeast-1",
+        "ap-south-1",
+        "ap-southeast-1",
+        "eu-north-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::S3Express::BucketPolicy": [
+        "ap-northeast-1",
+        "ap-south-1",
+        "ap-southeast-1",
+        "eu-north-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::S3Express::DirectoryBucket": [
+        "ap-northeast-1",
+        "ap-south-1",
+        "ap-southeast-1",
+        "eu-north-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::S3ObjectLambda::AccessPoint": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::S3ObjectLambda::AccessPointPolicy": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::S3Outposts::AccessPoint": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::S3Outposts::Bucket": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::S3Outposts::BucketPolicy": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::S3Outposts::Endpoint": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::S3Tables::Namespace": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::S3Tables::Table": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::S3Tables::TableBucket": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::S3Tables::TableBucketPolicy": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::S3Tables::TablePolicy": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SDB::Domain": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SES::ConfigurationSet": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SES::ConfigurationSetEventDestination": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SES::ContactList": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SES::DedicatedIpPool": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SES::EmailIdentity": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SES::MailManagerAddonInstance": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SES::MailManagerAddonSubscription": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SES::MailManagerAddressList": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SES::MailManagerArchive": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SES::MailManagerIngressPoint": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SES::MailManagerRelay": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SES::MailManagerRuleSet": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SES::MailManagerTrafficPolicy": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SES::ReceiptFilter": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SES::ReceiptRule": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SES::ReceiptRuleSet": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SES::Template": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SES::VdmAttributes": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SMSVOICE::ConfigurationSet": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SMSVOICE::OptOutList": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SMSVOICE::PhoneNumber": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SMSVOICE::Pool": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SMSVOICE::ProtectConfiguration": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SMSVOICE::ResourcePolicy": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SMSVOICE::SenderId": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SNS::Subscription": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SNS::Topic": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SNS::TopicInlinePolicy": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SNS::TopicPolicy": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SQS::Queue": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SQS::QueueInlinePolicy": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SQS::QueuePolicy": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SSM::Association": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SSM::Document": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SSM::MaintenanceWindow": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SSM::MaintenanceWindowTarget": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SSM::MaintenanceWindowTask": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SSM::Parameter": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SSM::PatchBaseline": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SSM::ResourceDataSync": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SSM::ResourcePolicy": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SSMContacts::Contact": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SSMContacts::ContactChannel": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SSMContacts::Plan": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SSMContacts::Rotation": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SSMGuiConnect::Preferences": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SSMIncidents::ReplicationSet": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SSMIncidents::ResponsePlan": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SSMQuickSetup::ConfigurationManager": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SSO::Application": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SSO::ApplicationAssignment": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SSO::Assignment": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SSO::Instance": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SSO::InstanceAccessControlAttributeConfiguration": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SSO::PermissionSet": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
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+        "us-east-1",
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+    ],
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+        "ap-northeast-2",
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+        "us-west-2",
+    ],
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+        "ap-northeast-2",
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+        "sa-east-1",
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+        "us-west-2",
+    ],
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+        "sa-east-1",
+        "us-east-1",
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+    ],
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+        "ap-northeast-2",
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+        "ap-southeast-1",
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+        "us-east-1",
+        "us-east-2",
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+        "us-west-2",
+    ],
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+        "ca-central-1",
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+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
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+        "eu-central-1",
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+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
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+        "us-east-2",
+        "us-west-2",
+    ],
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+        "ap-northeast-2",
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+        "ap-southeast-1",
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+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
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+        "ap-northeast-2",
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+        "ap-south-1",
+        "ap-southeast-1",
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+        "eu-central-1",
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+        "eu-west-1",
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+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
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+        "ap-northeast-2",
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+        "ap-southeast-1",
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+        "eu-central-1",
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+        "eu-west-1",
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+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
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+        "ap-northeast-2",
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+        "ap-southeast-1",
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+        "ca-central-1",
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+        "eu-west-1",
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+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
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+        "us-west-2",
+    ],
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+        "ap-northeast-2",
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+        "ap-southeast-1",
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+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
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+        "ap-northeast-2",
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+        "ap-southeast-1",
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+        "eu-west-2",
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+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
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+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
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+        "ap-northeast-2",
+        "ap-northeast-3",
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+        "ap-southeast-1",
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+        "eu-west-1",
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+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
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+        "ap-northeast-2",
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+        "ap-south-1",
+        "ap-southeast-1",
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+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
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+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
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+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
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+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
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+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
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+        "eu-north-1",
+        "eu-west-1",
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+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
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+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
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+        "ap-northeast-2",
+        "ap-northeast-3",
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+        "ap-southeast-1",
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+        "ca-central-1",
+        "eu-central-1",
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+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
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+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
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+        "ca-central-1",
+        "eu-central-1",
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+        "eu-west-1",
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+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
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+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
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+        "eu-west-1",
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+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
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+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
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+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
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+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
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+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
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+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SageMaker::PartnerApp": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
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+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SageMaker::ProcessingJob": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SageMaker::Project": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SageMaker::Space": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SageMaker::StudioLifecycleConfig": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SageMaker::UserProfile": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SageMaker::Workteam": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Scheduler::Schedule": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Scheduler::ScheduleGroup": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SecretsManager::ResourcePolicy": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SecretsManager::RotationSchedule": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SecretsManager::Secret": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SecretsManager::SecretTargetAttachment": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SecurityHub::AggregatorV2": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SecurityHub::AutomationRule": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SecurityHub::AutomationRuleV2": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SecurityHub::ConfigurationPolicy": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SecurityHub::DelegatedAdmin": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SecurityHub::FindingAggregator": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SecurityHub::Hub": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SecurityHub::HubV2": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SecurityHub::Insight": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SecurityHub::OrganizationConfiguration": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SecurityHub::PolicyAssociation": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SecurityHub::ProductSubscription": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SecurityHub::SecurityControl": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SecurityHub::Standard": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SecurityLake::AwsLogSource": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SecurityLake::DataLake": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SecurityLake::Subscriber": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SecurityLake::SubscriberNotification": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ServiceCatalog::AcceptedPortfolioShare": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ServiceCatalog::CloudFormationProduct": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ServiceCatalog::CloudFormationProvisionedProduct": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ServiceCatalog::LaunchNotificationConstraint": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ServiceCatalog::LaunchRoleConstraint": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ServiceCatalog::LaunchTemplateConstraint": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ServiceCatalog::Portfolio": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ServiceCatalog::PortfolioPrincipalAssociation": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ServiceCatalog::PortfolioProductAssociation": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ServiceCatalog::PortfolioShare": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ServiceCatalog::ResourceUpdateConstraint": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ServiceCatalog::ServiceAction": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ServiceCatalog::ServiceActionAssociation": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ServiceCatalog::StackSetConstraint": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ServiceCatalog::TagOption": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ServiceCatalog::TagOptionAssociation": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ServiceCatalogAppRegistry::Application": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ServiceCatalogAppRegistry::AttributeGroup": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ServiceCatalogAppRegistry::AttributeGroupAssociation": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ServiceCatalogAppRegistry::ResourceAssociation": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ServiceDiscovery::HttpNamespace": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ServiceDiscovery::Instance": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ServiceDiscovery::PrivateDnsNamespace": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ServiceDiscovery::PublicDnsNamespace": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::ServiceDiscovery::Service": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Shield::DRTAccess": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Shield::ProactiveEngagement": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Shield::Protection": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Shield::ProtectionGroup": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Signer::ProfilePermission": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Signer::SigningProfile": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SimSpaceWeaver::Simulation": [
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::StepFunctions::Activity": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::StepFunctions::StateMachine": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::StepFunctions::StateMachineAlias": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::StepFunctions::StateMachineVersion": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SupportApp::AccountAlias": [
+        "ap-northeast-1",
+        "ap-southeast-1",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::SupportApp::SlackChannelConfiguration": [
+        "ap-northeast-1",
+        "ap-southeast-1",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::SupportApp::SlackWorkspaceConfiguration": [
+        "ap-northeast-1",
+        "ap-southeast-1",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Synthetics::Canary": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Synthetics::Group": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::SystemsManagerSAP::Application": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Timestream::Database": [
+        "ap-northeast-1",
+        "ap-south-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Timestream::InfluxDBInstance": [
+        "ap-northeast-1",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Timestream::ScheduledQuery": [
+        "ap-northeast-1",
+        "ap-south-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Timestream::Table": [
+        "ap-northeast-1",
+        "ap-south-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Transfer::Agreement": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Transfer::Certificate": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Transfer::Connector": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Transfer::Profile": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Transfer::Server": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Transfer::User": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Transfer::WebApp": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Transfer::Workflow": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::VerifiedPermissions::IdentitySource": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::VerifiedPermissions::Policy": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::VerifiedPermissions::PolicyStore": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::VerifiedPermissions::PolicyTemplate": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::VoiceID::Domain": [
+        "ap-northeast-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::VpcLattice::AccessLogSubscription": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::VpcLattice::AuthPolicy": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::VpcLattice::Listener": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::VpcLattice::ResourceConfiguration": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::VpcLattice::ResourceGateway": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::VpcLattice::ResourcePolicy": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::VpcLattice::Rule": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::VpcLattice::Service": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::VpcLattice::ServiceNetwork": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::VpcLattice::ServiceNetworkResourceAssociation": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::VpcLattice::ServiceNetworkServiceAssociation": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::VpcLattice::ServiceNetworkVpcAssociation": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::VpcLattice::TargetGroup": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::WAF::ByteMatchSet": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::WAF::IPSet": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::WAF::Rule": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::WAF::SizeConstraintSet": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::WAF::SqlInjectionMatchSet": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::WAF::WebACL": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::WAF::XssMatchSet": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::WAFRegional::ByteMatchSet": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::WAFRegional::GeoMatchSet": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::WAFRegional::IPSet": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::WAFRegional::RateBasedRule": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::WAFRegional::RegexPatternSet": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::WAFRegional::Rule": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::WAFRegional::SizeConstraintSet": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::WAFRegional::SqlInjectionMatchSet": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::WAFRegional::WebACL": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::WAFRegional::WebACLAssociation": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::WAFRegional::XssMatchSet": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::WAFv2::IPSet": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::WAFv2::LoggingConfiguration": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::WAFv2::RegexPatternSet": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::WAFv2::RuleGroup": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::WAFv2::WebACL": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::WAFv2::WebACLAssociation": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Wisdom::AIAgent": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Wisdom::AIAgentVersion": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Wisdom::AIGuardrail": [
+        "ap-northeast-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Wisdom::AIGuardrailVersion": [
+        "ap-northeast-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Wisdom::AIPrompt": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Wisdom::AIPromptVersion": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Wisdom::Assistant": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Wisdom::AssistantAssociation": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Wisdom::KnowledgeBase": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Wisdom::MessageTemplate": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Wisdom::MessageTemplateVersion": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Wisdom::QuickResponse": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::WorkSpaces::ConnectionAlias": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "sa-east-1",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::WorkSpaces::Workspace": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::WorkSpaces::WorkspacesPool": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "sa-east-1",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::WorkSpacesThinClient::Environment": [
+        "ap-south-1",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::WorkSpacesWeb::BrowserSettings": [
+        "ap-northeast-1",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::WorkSpacesWeb::DataProtectionSettings": [
+        "ap-northeast-1",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::WorkSpacesWeb::IdentityProvider": [
+        "ap-northeast-1",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::WorkSpacesWeb::IpAccessSettings": [
+        "ap-northeast-1",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::WorkSpacesWeb::NetworkSettings": [
+        "ap-northeast-1",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::WorkSpacesWeb::Portal": [
+        "ap-northeast-1",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::WorkSpacesWeb::SessionLogger": [
+        "ap-northeast-1",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::WorkSpacesWeb::TrustStore": [
+        "ap-northeast-1",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::WorkSpacesWeb::UserAccessLoggingSettings": [
+        "ap-northeast-1",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::WorkSpacesWeb::UserSettings": [
+        "ap-northeast-1",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::WorkspacesInstances::Volume": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::WorkspacesInstances::VolumeAssociation": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::WorkspacesInstances::WorkspaceInstance": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::XRay::Group": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::XRay::ResourcePolicy": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::XRay::SamplingRule": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::XRay::TransactionSearchConfig": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "Alexa::ASK::Skill": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+}
+
+AWS_CFN_REGIONS_SCANNED = {
+    "ap-northeast-1",
+    "ap-northeast-2",
+    "ap-northeast-3",
+    "ap-south-1",
+    "ap-southeast-1",
+    "ap-southeast-2",
+    "ca-central-1",
+    "eu-central-1",
+    "eu-north-1",
+    "eu-west-1",
+    "eu-west-2",
+    "eu-west-3",
+    "sa-east-1",
+    "us-east-1",
+    "us-east-2",
+    "us-west-1",
+    "us-west-2",
+}
diff --git a/scripts/update_cfn_resources.py b/scripts/update_cfn_resources.py
new file mode 100644
index 0000000000000..ff318384fd682
--- /dev/null
+++ b/scripts/update_cfn_resources.py
@@ -0,0 +1,194 @@
+#!/usr/bin/env python
+"""
+Script to gather all CloudFormation resource types available across AWS regions.
+
+The collected data is written to `localstack/services/cloudformation/resources.py` as
+
+* `AWS_AVAILABLE_CFN_RESOURCES`: a dict, mapping resource names to the regions they are available in.
+* `AWS_CFN_REGIONS_SCANNED`: a set of regions for which listing CloudFormation types succeeded.
+
+The script expects valid AWS credentials either via the environment or configured profiles (for local execution).
+
+Note:
+We evaluated scraping the public documentation/zip schema endpoints, but they do not have resources like
+``AWS::OpsWorksCM::Server`` that are still returned by the CloudFormation API.
+To make sure we cover all resources, we rely on the list of available types from the API.
+"""
+
+import argparse
+import logging
+import sys
+from collections.abc import Iterable
+from pathlib import Path
+
+import boto3
+from botocore.exceptions import ClientError
+
+LOG = logging.getLogger(__name__)
+
+REPO_ROOT = Path(__file__).resolve().parents[1]
+DEFAULT_RESOURCE_FILE = (
+    REPO_ROOT / "localstack-core" / "localstack" / "services" / "cloudformation" / "resources.py"
+)
+
+
+def get_regions(
+    session: boto3.session.Session, explicit_regions: Iterable[str] | None = None
+) -> list[str]:
+    if explicit_regions:
+        return sorted(set(explicit_regions))
+
+    return sorted(session.get_available_regions("cloudformation"))
+
+
+def collect_region_resource_types(
+    session: boto3.session.Session, region: str
+) -> tuple[set[str], bool]:
+    client = session.client("cloudformation", region_name=region)
+    resources: set[str] = set()
+    token: str | None = None
+    succeeded = True
+
+    while True:
+        try:
+            params = {
+                "Visibility": "PUBLIC",
+                "Type": "RESOURCE",
+                "Filters": {"Category": "AWS_TYPES"},
+            }
+            if token:
+                params["NextToken"] = token
+            response = client.list_types(**params)
+        except ClientError as exc:
+            LOG.warning("Skipping region %s due to error while listing types: %s", region, exc)
+            succeeded = False
+            break
+
+        for summary in response.get("TypeSummaries", []):
+            type_name = summary.get("TypeName")
+            if type_name:
+                resources.add(type_name)
+
+        token = response.get("NextToken")
+        if not token:
+            break
+
+    return resources, succeeded
+
+
+def collect_all_resource_types(
+    session: boto3.session.Session, regions: Iterable[str]
+) -> tuple[dict[str, set[str]], set[str]]:
+    aggregated: dict[str, set[str]] = {}
+    successful_regions: set[str] = set()
+    for region in regions:
+        print(f"Collecting CloudFormation resource types in region {region}")
+        region_resources, succeeded = collect_region_resource_types(session, region)
+        if not succeeded:
+            continue
+
+        successful_regions.add(region)
+        for resource in region_resources:
+            aggregated.setdefault(resource, set()).add(region)
+    return aggregated, successful_regions
+
+
+def render_resource_file(resources: dict[str, set[str]], successful_regions: set[str]) -> str:
+    lines: list[str] = [
+        '"""Generated by scripts/update_cfn_resources.py – do not edit manually."""',
+        "",
+    ]
+
+    if resources:
+        lines.append("AWS_AVAILABLE_CFN_RESOURCES = {")
+        for resource in sorted(resources):
+            regions = sorted(resources[resource])
+            if regions:
+                lines.append(f'    "{resource}": [')
+                for region_name in regions:
+                    lines.append(f'        "{region_name}",')
+                lines.append("    ],")
+            else:
+                lines.append(f'    "{resource}": [],')
+        lines.append("}")
+    else:
+        lines.append("AWS_AVAILABLE_CFN_RESOURCES = {}")
+
+    lines.append("")
+
+    if successful_regions:
+        lines.append("AWS_CFN_REGIONS_SCANNED = {")
+        for region in sorted(successful_regions):
+            lines.append(f'    "{region}",')
+        lines.append("}")
+    else:
+        lines.append("AWS_CFN_REGIONS_SCANNED = set()")
+
+    lines.append("")
+
+    return "\n".join(lines)
+
+
+def write_resource_file(path: Path, content: str) -> None:
+    path.write_text(content, encoding="utf-8")
+
+
+def parse_args() -> argparse.Namespace:
+    parser = argparse.ArgumentParser(description="Update the AWS_AVAILABLE_CFN_RESOURCES constant.")
+    parser.add_argument("--profile", help="AWS profile name to use")
+    parser.add_argument(
+        "--regions",
+        nargs="*",
+        help="Optional list of AWS regions to scan. Defaults to all regions supporting CloudFormation.",
+    )
+    parser.add_argument(
+        "--resource-file",
+        default=str(DEFAULT_RESOURCE_FILE),
+        help="Path to the resources.py file that should be updated.",
+    )
+    parser.add_argument(
+        "--dry-run", action="store_true", help="Do not write the file, only print the resources."
+    )
+    return parser.parse_args()
+
+
+def main() -> int:
+    args = parse_args()
+
+    session_kwargs = {}
+    if args.profile:
+        session_kwargs["profile_name"] = args.profile
+
+    try:
+        session = boto3.session.Session(**session_kwargs)
+    except Exception as exc:
+        LOG.error("Failed to create boto3 session: %s", exc)
+        return 1
+
+    regions = get_regions(session, args.regions)
+    if not regions:
+        LOG.error("Could not determine any regions to scan.")
+        return 1
+
+    resources, successful_regions = collect_all_resource_types(session, regions)
+    if not resources:
+        LOG.error("No CloudFormation resources were discovered.")
+        return 1
+
+    content = render_resource_file(resources, successful_regions)
+
+    if args.dry_run:
+        sys.stdout.write(content)
+        return 0
+
+    resource_file = Path(args.resource_file)
+    write_resource_file(resource_file, content)
+    print(
+        f"Updated {resource_file} with {len(resources)} CloudFormation resource types "
+        f"across {len(successful_regions)} regions."
+    )
+    return 0
+
+
+if __name__ == "__main__":
+    sys.exit(main())

From 500619f23a686e59132089ae59703eea3039f0db Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Tue, 23 Sep 2025 20:28:08 +0200
Subject: [PATCH 235/697] ASF: validate full CloudWatch suite with
 multi-protocol (#13173)

---
 .../services/cloudwatch/provider_v2.py        |   11 +-
 .../services/cloudwatch/test_cloudwatch.py    |  689 +-
 .../cloudwatch/test_cloudwatch.snapshot.json  | 7333 +++++++++++++----
 .../test_cloudwatch.validation.json           | 1426 +++-
 4 files changed, 7459 insertions(+), 2000 deletions(-)

diff --git a/localstack-core/localstack/services/cloudwatch/provider_v2.py b/localstack-core/localstack/services/cloudwatch/provider_v2.py
index 4b85e71b667c5..2a41252cefb37 100644
--- a/localstack-core/localstack/services/cloudwatch/provider_v2.py
+++ b/localstack-core/localstack/services/cloudwatch/provider_v2.py
@@ -113,11 +113,6 @@ def __init__(self, message: str):
         super().__init__("ValidationError", message, 400, True)
 
 
-class InvalidParameterCombination(CommonServiceException):
-    def __init__(self, message: str):
-        super().__init__("InvalidParameterCombination", message, 400, True)
-
-
 def _validate_parameters_for_put_metric_data(metric_data: MetricData) -> None:
     for index, metric_item in enumerate(metric_data):
         indexplusone = index + 1
@@ -245,7 +240,7 @@ def get_metric_data(
         results: list[MetricDataResult] = []
         limit = max_datapoints or 100_800
         messages: MetricDataResultMessages = []
-        nxt = None
+        nxt: str | None = None
         label_additions = []
 
         for diff in LABEL_DIFFERENTIATORS:
@@ -286,7 +281,7 @@ def get_metric_data(
 
             pagination = PaginatedList(timestamp_value_dicts)
             timestamp_page, nxt = pagination.get_page(
-                lambda item: item.get("Timestamp"),
+                lambda item: str(item.get("Timestamp")),
                 next_token=next_token,
                 page_size=limit,
             )
@@ -691,7 +686,7 @@ def get_metric_statistics(
         expected_datapoints = (end_time_unix - start_time_unix) / period
 
         if expected_datapoints > AWS_MAX_DATAPOINTS_ACCEPTED:
-            raise InvalidParameterCombination(
+            raise InvalidParameterCombinationException(
                 f"You have requested up to {int(expected_datapoints)} datapoints, which exceeds the limit of {AWS_MAX_DATAPOINTS_ACCEPTED}. "
                 f"You may reduce the datapoints requested by increasing Period, or decreasing the time range."
             )
diff --git a/tests/aws/services/cloudwatch/test_cloudwatch.py b/tests/aws/services/cloudwatch/test_cloudwatch.py
index a0a4727aaf398..3f814f9106b72 100644
--- a/tests/aws/services/cloudwatch/test_cloudwatch.py
+++ b/tests/aws/services/cloudwatch/test_cloudwatch.py
@@ -1,4 +1,3 @@
-import copy
 import gzip
 import json
 import logging
@@ -193,27 +192,27 @@ def test_put_metric_data_validation(self, aws_cloudwatch_client, snapshot):
         )
 
     @markers.aws.validated
-    def test_get_metric_data(self, aws_client):
+    def test_get_metric_data(self, aws_cloudwatch_client):
         namespace1 = f"test/{short_uid()}"
         namespace2 = f"test/{short_uid()}"
 
-        aws_client.cloudwatch.put_metric_data(
+        aws_cloudwatch_client.put_metric_data(
             Namespace=namespace1, MetricData=[{"MetricName": "someMetric", "Value": 23}]
         )
-        aws_client.cloudwatch.put_metric_data(
+        aws_cloudwatch_client.put_metric_data(
             Namespace=namespace1, MetricData=[{"MetricName": "someMetric", "Value": 18}]
         )
-        aws_client.cloudwatch.put_metric_data(
+        aws_cloudwatch_client.put_metric_data(
             Namespace=namespace2, MetricData=[{"MetricName": "ug", "Value": 23}]
         )
 
-        now = datetime.utcnow().replace(microsecond=0)
+        now = datetime.now(tz=UTC).replace(microsecond=0)
         start_time = now - timedelta(minutes=10)
         end_time = now + timedelta(minutes=5)
 
         def _get_metric_data_sum():
             # filtering metric data with current time interval
-            response = aws_client.cloudwatch.get_metric_data(
+            response = aws_cloudwatch_client.get_metric_data(
                 MetricDataQueries=[
                     {
                         "Id": "some",
@@ -240,21 +239,21 @@ def _get_metric_data_sum():
             )
             assert 2 == len(response["MetricDataResults"])
 
-            for data_metric in response["MetricDataResults"]:
+            for _data_metric in response["MetricDataResults"]:
                 # TODO: there's an issue in the implementation of the service here.
                 #  The returned timestamps should have the seconds set to 0
-                if data_metric["Id"] == "some":
+                if _data_metric["Id"] == "some":
                     assert 41.0 == sum(
-                        data_metric["Values"]
+                        _data_metric["Values"]
                     )  # might fall under different 60s "buckets"
-                if data_metric["Id"] == "part":
-                    assert 23.0 == sum(data_metric["Values"])
+                if _data_metric["Id"] == "part":
+                    assert 23.0 == sum(_data_metric["Values"])
 
         # need to retry because the might most likely not be ingested immediately (it's fairly quick though)
         retry(_get_metric_data_sum, retries=10, sleep_before=2)
 
         # filtering metric data with current time interval
-        response = aws_client.cloudwatch.get_metric_data(
+        get_metric_data = aws_cloudwatch_client.get_metric_data(
             MetricDataQueries=[
                 {
                     "Id": "some",
@@ -276,23 +275,23 @@ def _get_metric_data_sum():
                     },
                 },
             ],
-            StartTime=datetime.utcnow() + timedelta(hours=1),
-            EndTime=datetime.utcnow() + timedelta(hours=2),
+            StartTime=datetime.now(tz=UTC) + timedelta(hours=1),
+            EndTime=datetime.now(tz=UTC) + timedelta(hours=2),
         )
 
-        for data_metric in response["MetricDataResults"]:
+        for data_metric in get_metric_data["MetricDataResults"]:
             if data_metric["Id"] == "some":
                 assert len(data_metric["Values"]) == 0
             if data_metric["Id"] == "part":
                 assert len(data_metric["Values"]) == 0
 
     @markers.aws.validated
-    def test_get_metric_data_for_multiple_metrics(self, aws_client, snapshot):
+    def test_get_metric_data_for_multiple_metrics(self, aws_cloudwatch_client, snapshot):
         snapshot.add_transformer(snapshot.transform.cloudwatch_api())
         utc_now = datetime.now(tz=UTC)
         namespace = f"test/{short_uid()}"
 
-        aws_client.cloudwatch.put_metric_data(
+        aws_cloudwatch_client.put_metric_data(
             Namespace=namespace,
             MetricData=[
                 {
@@ -303,7 +302,7 @@ def test_get_metric_data_for_multiple_metrics(self, aws_client, snapshot):
                 }
             ],
         )
-        aws_client.cloudwatch.put_metric_data(
+        aws_cloudwatch_client.put_metric_data(
             Namespace=namespace,
             MetricData=[
                 {
@@ -315,7 +314,7 @@ def test_get_metric_data_for_multiple_metrics(self, aws_client, snapshot):
             ],
         )
 
-        aws_client.cloudwatch.put_metric_data(
+        aws_cloudwatch_client.put_metric_data(
             Namespace=namespace,
             MetricData=[
                 {
@@ -333,7 +332,7 @@ def test_get_metric_data_for_multiple_metrics(self, aws_client, snapshot):
         )
 
         def assert_results():
-            response = aws_client.cloudwatch.get_metric_data(
+            response = aws_cloudwatch_client.get_metric_data(
                 MetricDataQueries=[
                     {
                         "Id": "result1",
@@ -364,7 +363,7 @@ def assert_results():
                 EndTime=utc_now + timedelta(seconds=60),
             )
 
-            assert len(response["MetricDataResults"][0]["Values"]) > 0
+            assert len(response["MetricDataResults"][2]["Values"]) > 0
             snapshot.match("get_metric_data", response)
 
         retry(assert_results, retries=10, sleep_before=1)
@@ -374,11 +373,11 @@ def assert_results():
         "stat",
         ["Sum", "SampleCount", "Minimum", "Maximum", "Average"],
     )
-    def test_get_metric_data_stats(self, aws_client, snapshot, stat):
+    def test_get_metric_data_stats(self, aws_cloudwatch_client, snapshot, stat):
         utc_now = datetime.now(tz=UTC)
         namespace = f"test/{short_uid()}"
 
-        aws_client.cloudwatch.put_metric_data(
+        aws_cloudwatch_client.put_metric_data(
             Namespace=namespace,
             MetricData=[
                 {
@@ -390,7 +389,7 @@ def test_get_metric_data_stats(self, aws_client, snapshot, stat):
             ],
         )
 
-        aws_client.cloudwatch.put_metric_data(
+        aws_cloudwatch_client.put_metric_data(
             Namespace=namespace,
             MetricData=[
                 {
@@ -408,7 +407,7 @@ def test_get_metric_data_stats(self, aws_client, snapshot, stat):
         )
 
         def assert_results():
-            response = aws_client.cloudwatch.get_metric_data(
+            response = aws_cloudwatch_client.get_metric_data(
                 MetricDataQueries=[
                     {
                         "Id": "result1",
@@ -430,11 +429,11 @@ def assert_results():
         retry(assert_results, retries=10, sleep_before=sleep_before)
 
     @markers.aws.validated
-    def test_get_metric_data_with_dimensions(self, aws_client, snapshot):
+    def test_get_metric_data_with_dimensions(self, aws_cloudwatch_client, snapshot):
         utc_now = datetime.now(tz=UTC)
         namespace = f"test/{short_uid()}"
 
-        aws_client.cloudwatch.put_metric_data(
+        aws_cloudwatch_client.put_metric_data(
             Namespace=namespace,
             MetricData=[
                 {
@@ -447,7 +446,7 @@ def test_get_metric_data_with_dimensions(self, aws_client, snapshot):
             ],
         )
 
-        aws_client.cloudwatch.put_metric_data(
+        aws_cloudwatch_client.put_metric_data(
             Namespace=namespace,
             MetricData=[
                 {
@@ -460,7 +459,7 @@ def test_get_metric_data_with_dimensions(self, aws_client, snapshot):
             ],
         )
 
-        aws_client.cloudwatch.put_metric_data(
+        aws_cloudwatch_client.put_metric_data(
             Namespace=namespace,
             MetricData=[
                 {
@@ -478,7 +477,7 @@ def test_get_metric_data_with_dimensions(self, aws_client, snapshot):
         )
 
         def assert_results():
-            response = aws_client.cloudwatch.get_metric_data(
+            response = aws_cloudwatch_client.get_metric_data(
                 MetricDataQueries=[
                     {
                         "Id": "result1",
@@ -508,7 +507,7 @@ def assert_results():
 
     @markers.aws.only_localstack
     # this feature was a customer request and added with https://github.com/localstack/localstack/pull/3535
-    def test_raw_metric_data(self, aws_client, region_name):
+    def test_raw_metric_data_internal_endpoint(self, aws_client, region_name):
         """
         tests internal endpoint at "/_aws/cloudwatch/metrics/raw"
         """
@@ -529,7 +528,7 @@ def test_raw_metric_data(self, aws_client, region_name):
         assert len(metrics_with_ns) == 1
 
     @markers.aws.validated
-    def test_multiple_dimensions(self, aws_client):
+    def test_multiple_dimensions(self, aws_cloudwatch_client):
         namespaces = [
             f"ns1-{short_uid()}",
             f"ns2-{short_uid()}",
@@ -538,7 +537,7 @@ def test_multiple_dimensions(self, aws_client):
         num_dimensions = 2
         for ns in namespaces:
             for i in range(3):
-                rs = aws_client.cloudwatch.put_metric_data(
+                put_metric_data = aws_cloudwatch_client.put_metric_data(
                     Namespace=ns,
                     MetricData=[
                         {
@@ -553,10 +552,10 @@ def test_multiple_dimensions(self, aws_client):
                         }
                     ],
                 )
-                assert 200 == rs["ResponseMetadata"]["HTTPStatusCode"]
+                assert put_metric_data["ResponseMetadata"]["HTTPStatusCode"] == 200
 
         def _check_metrics():
-            rs = aws_client.cloudwatch.get_paginator("list_metrics").paginate().build_full_result()
+            rs = aws_cloudwatch_client.get_paginator("list_metrics").paginate().build_full_result()
             metrics = [m for m in rs["Metrics"] if m.get("Namespace") in namespaces]
             assert metrics
             assert len(metrics) == len(namespaces) * num_dimensions
@@ -564,11 +563,23 @@ def _check_metrics():
         retry(_check_metrics, sleep=2, retries=10, sleep_before=2)
 
     @markers.aws.validated
-    def test_describe_alarms_converts_date_format_correctly(self, aws_client, cleanups):
+    @markers.snapshot.skip_snapshot_verify(
+        condition=is_old_provider, paths=["$..MetricAlarms..StateTransitionedTimestamp"]
+    )
+    def test_describe_alarms_converts_date_format_correctly(
+        self, aws_cloudwatch_client, cleanups, snapshot
+    ):
+        snapshot.add_transformers_list(
+            [
+                snapshot.transform.key_value("AlarmName"),
+                snapshot.transform.key_value("MetricName"),
+                snapshot.transform.key_value("Namespace"),
+            ]
+        )
         alarm_name = f"a-{short_uid()}:test"
         metric_name = f"test-metric-{short_uid()}"
         namespace = f"test-ns-{short_uid()}"
-        aws_client.cloudwatch.put_metric_alarm(
+        aws_cloudwatch_client.put_metric_alarm(
             AlarmName=alarm_name,
             Namespace=namespace,
             MetricName=metric_name,
@@ -578,20 +589,21 @@ def test_describe_alarms_converts_date_format_correctly(self, aws_client, cleanu
             Statistic="Sum",
             Threshold=30,
         )
-        cleanups.append(lambda: aws_client.cloudwatch.delete_alarms(AlarmNames=[alarm_name]))
-        result = aws_client.cloudwatch.describe_alarms(AlarmNames=[alarm_name])
+        cleanups.append(lambda: aws_cloudwatch_client.delete_alarms(AlarmNames=[alarm_name]))
+        result = aws_cloudwatch_client.describe_alarms(AlarmNames=[alarm_name])
         alarm = result["MetricAlarms"][0]
         assert isinstance(alarm["AlarmConfigurationUpdatedTimestamp"], datetime)
         assert isinstance(alarm["StateUpdatedTimestamp"], datetime)
+        snapshot.match("describe-alarms", result)
 
     @markers.aws.validated
-    def test_put_composite_alarm_describe_alarms(self, aws_client, cleanups):
+    def test_put_composite_alarm_describe_alarms(self, aws_cloudwatch_client, cleanups):
         composite_alarm_name = f"composite-a-{short_uid()}"
         alarm_name = f"a-{short_uid()}"
         metric_name = "something"
         namespace = f"test-ns-{short_uid()}"
         alarm_rule = f'ALARM("{alarm_name}")'
-        aws_client.cloudwatch.put_metric_alarm(
+        aws_cloudwatch_client.put_metric_alarm(
             AlarmName=alarm_name,
             Namespace=namespace,
             MetricName=metric_name,
@@ -601,15 +613,15 @@ def test_put_composite_alarm_describe_alarms(self, aws_client, cleanups):
             Statistic="Sum",
             Threshold=30,
         )
-        cleanups.append(lambda: aws_client.cloudwatch.delete_alarms(AlarmNames=[alarm_name]))
-        aws_client.cloudwatch.put_composite_alarm(
+        cleanups.append(lambda: aws_cloudwatch_client.delete_alarms(AlarmNames=[alarm_name]))
+        aws_cloudwatch_client.put_composite_alarm(
             AlarmName=composite_alarm_name,
             AlarmRule=alarm_rule,
         )
         cleanups.append(
-            lambda: aws_client.cloudwatch.delete_alarms(AlarmNames=[composite_alarm_name])
+            lambda: aws_cloudwatch_client.delete_alarms(AlarmNames=[composite_alarm_name])
         )
-        result = aws_client.cloudwatch.describe_alarms(
+        result = aws_cloudwatch_client.describe_alarms(
             AlarmNames=[composite_alarm_name], AlarmTypes=["CompositeAlarm"]
         )
         alarm = result["CompositeAlarms"][0]
@@ -621,12 +633,12 @@ def test_put_composite_alarm_describe_alarms(self, aws_client, cleanups):
         condition=is_old_provider,
         paths=["$..MetricAlarms..AlarmDescription", "$..MetricAlarms..StateTransitionedTimestamp"],
     )
-    def test_store_tags(self, aws_client, cleanups, snapshot):
+    def test_store_tags(self, aws_cloudwatch_client, cleanups, snapshot):
         alarm_name = f"a-{short_uid()}"
         metric_name = "store_tags"
         namespace = f"test-ns-{short_uid()}"
         snapshot.add_transformer(snapshot.transform.cloudwatch_api())
-        put_metric_alarm = aws_client.cloudwatch.put_metric_alarm(
+        put_metric_alarm = aws_cloudwatch_client.put_metric_alarm(
             AlarmName=alarm_name,
             Namespace=namespace,
             MetricName=metric_name,
@@ -636,31 +648,31 @@ def test_store_tags(self, aws_client, cleanups, snapshot):
             Statistic="Sum",
             Threshold=30,
         )
-        cleanups.append(lambda: aws_client.cloudwatch.delete_alarms(AlarmNames=[alarm_name]))
+        cleanups.append(lambda: aws_cloudwatch_client.delete_alarms(AlarmNames=[alarm_name]))
         snapshot.match("put_metric_alarm", put_metric_alarm)
 
-        describe_alarms = aws_client.cloudwatch.describe_alarms(AlarmNames=[alarm_name])
+        describe_alarms = aws_cloudwatch_client.describe_alarms(AlarmNames=[alarm_name])
         snapshot.match("describe_alarms", describe_alarms)
         alarm = describe_alarms["MetricAlarms"][0]
         alarm_arn = alarm["AlarmArn"]
-        list_tags_for_resource = aws_client.cloudwatch.list_tags_for_resource(ResourceARN=alarm_arn)
+        list_tags_for_resource = aws_cloudwatch_client.list_tags_for_resource(ResourceARN=alarm_arn)
         snapshot.match("list_tags_for_resource_empty ", list_tags_for_resource)
 
         # add tags
         tags = [{"Key": "tag1", "Value": "foo"}, {"Key": "tag2", "Value": "bar"}]
-        response = aws_client.cloudwatch.tag_resource(ResourceARN=alarm_arn, Tags=tags)
-        assert 200 == response["ResponseMetadata"]["HTTPStatusCode"]
-        list_tags_for_resource = aws_client.cloudwatch.list_tags_for_resource(ResourceARN=alarm_arn)
+        response = aws_cloudwatch_client.tag_resource(ResourceARN=alarm_arn, Tags=tags)
+        assert response["ResponseMetadata"]["HTTPStatusCode"] == 200
+        list_tags_for_resource = aws_cloudwatch_client.list_tags_for_resource(ResourceARN=alarm_arn)
         snapshot.match("list_tags_for_resource", list_tags_for_resource)
-        response = aws_client.cloudwatch.untag_resource(ResourceARN=alarm_arn, TagKeys=["tag1"])
-        assert 200 == response["ResponseMetadata"]["HTTPStatusCode"]
-        list_tags_for_resource_post_untag = aws_client.cloudwatch.list_tags_for_resource(
+        response = aws_cloudwatch_client.untag_resource(ResourceARN=alarm_arn, TagKeys=["tag1"])
+        assert response["ResponseMetadata"]["HTTPStatusCode"] == 200
+        list_tags_for_resource_post_untag = aws_cloudwatch_client.list_tags_for_resource(
             ResourceARN=alarm_arn
         )
         snapshot.match("list_tags_for_resource_post_untag", list_tags_for_resource_post_untag)
 
     @markers.aws.validated
-    def test_list_metrics_uniqueness(self, aws_client):
+    def test_list_metrics_uniqueness(self, aws_cloudwatch_client):
         """
         This can take quite a while on AWS unfortunately
         From the AWS docs:
@@ -671,7 +683,7 @@ def test_list_metrics_uniqueness(self, aws_client):
         namespace = f"test/{short_uid()}"
         sleep_seconds = 10 if is_aws_cloud() else 1
         retries = 100 if is_aws_cloud() else 10
-        aws_client.cloudwatch.put_metric_data(
+        aws_cloudwatch_client.put_metric_data(
             Namespace=namespace,
             MetricData=[
                 {
@@ -681,7 +693,7 @@ def test_list_metrics_uniqueness(self, aws_client):
                 }
             ],
         )
-        aws_client.cloudwatch.put_metric_data(
+        aws_cloudwatch_client.put_metric_data(
             Namespace=namespace,
             MetricData=[
                 {
@@ -693,7 +705,7 @@ def test_list_metrics_uniqueness(self, aws_client):
         )
 
         # duplicating existing metric
-        aws_client.cloudwatch.put_metric_data(
+        aws_cloudwatch_client.put_metric_data(
             Namespace=namespace,
             MetricData=[
                 {
@@ -705,13 +717,13 @@ def test_list_metrics_uniqueness(self, aws_client):
         )
 
         def _count_single_metrics():
-            results = aws_client.cloudwatch.list_metrics(Namespace=namespace)["Metrics"]
+            results = aws_cloudwatch_client.list_metrics(Namespace=namespace)["Metrics"]
             assert len(results) == 2
 
         # asserting only unique values are returned
         retry(_count_single_metrics, retries=retries, sleep_before=sleep_seconds)
 
-        aws_client.cloudwatch.put_metric_data(
+        aws_cloudwatch_client.put_metric_data(
             Namespace=namespace,
             MetricData=[
                 {
@@ -728,17 +740,17 @@ def _count_single_metrics():
         )
 
         def _count_aggregated_metrics():
-            results = aws_client.cloudwatch.list_metrics(Namespace=namespace)["Metrics"]
+            results = aws_cloudwatch_client.list_metrics(Namespace=namespace)["Metrics"]
             assert len(results) == 3
 
         retry(_count_aggregated_metrics, retries=retries, sleep_before=sleep_seconds)
 
     @markers.aws.validated
-    def test_list_metrics_with_filters(self, aws_client):
+    def test_list_metrics_with_filters(self, aws_cloudwatch_client):
         namespace = f"test/{short_uid()}"
         sleep_seconds = 10 if is_aws_cloud() else 1
         retries = 100 if is_aws_cloud() else 10
-        aws_client.cloudwatch.put_metric_data(
+        aws_cloudwatch_client.put_metric_data(
             Namespace=namespace,
             MetricData=[
                 {
@@ -747,7 +759,7 @@ def test_list_metrics_with_filters(self, aws_client):
                 }
             ],
         )
-        aws_client.cloudwatch.put_metric_data(
+        aws_cloudwatch_client.put_metric_data(
             Namespace=namespace,
             MetricData=[
                 {
@@ -758,7 +770,7 @@ def test_list_metrics_with_filters(self, aws_client):
             ],
         )
 
-        aws_client.cloudwatch.put_metric_data(
+        aws_cloudwatch_client.put_metric_data(
             Namespace=namespace,
             MetricData=[
                 {
@@ -769,7 +781,7 @@ def test_list_metrics_with_filters(self, aws_client):
             ],
         )
 
-        aws_client.cloudwatch.put_metric_data(
+        aws_cloudwatch_client.put_metric_data(
             Namespace=namespace,
             MetricData=[
                 {
@@ -786,13 +798,13 @@ def test_list_metrics_with_filters(self, aws_client):
         )
 
         def _count_all_metrics_in_namespace():
-            results = aws_client.cloudwatch.list_metrics(Namespace=namespace)["Metrics"]
+            results = aws_cloudwatch_client.list_metrics(Namespace=namespace)["Metrics"]
             assert len(results) == 4
 
         retry(_count_all_metrics_in_namespace, retries=retries, sleep_before=sleep_seconds)
 
         def _count_specific_metric_in_namespace():
-            results = aws_client.cloudwatch.list_metrics(
+            results = aws_cloudwatch_client.list_metrics(
                 Namespace=namespace, MetricName="CPUUtilization"
             )["Metrics"]
             assert len(results) == 1
@@ -800,7 +812,7 @@ def _count_specific_metric_in_namespace():
         retry(_count_specific_metric_in_namespace, retries=retries, sleep_before=sleep_seconds)
 
         def _count_metrics_in_namespace_with_dimension():
-            results = aws_client.cloudwatch.list_metrics(
+            results = aws_cloudwatch_client.list_metrics(
                 Namespace=namespace, Dimensions=[{"Name": "InstanceId"}]
             )["Metrics"]
             assert len(results) == 3
@@ -810,7 +822,7 @@ def _count_metrics_in_namespace_with_dimension():
         )
 
         def _count_metrics_in_namespace_with_dimension_value():
-            results = aws_client.cloudwatch.list_metrics(
+            results = aws_cloudwatch_client.list_metrics(
                 Namespace=namespace, Dimensions=[{"Name": "InstanceId", "Value": "two"}]
             )["Metrics"]
             assert len(results) == 2
@@ -822,8 +834,19 @@ def _count_metrics_in_namespace_with_dimension_value():
         )
 
     @markers.aws.validated
-    def test_put_metric_alarm_escape_character(self, cleanups, aws_client):
-        aws_client.cloudwatch.put_metric_alarm(
+    @markers.snapshot.skip_snapshot_verify(
+        condition=is_old_provider, paths=["$..MetricAlarms..StateTransitionedTimestamp"]
+    )
+    def test_put_metric_alarm_escape_character(self, cleanups, aws_cloudwatch_client, snapshot):
+        snapshot.add_transformers_list(
+            [
+                snapshot.transform.key_value("AlarmName"),
+                snapshot.transform.key_value("MetricName"),
+                snapshot.transform.key_value("Namespace"),
+            ]
+        )
+
+        aws_cloudwatch_client.put_metric_alarm(
             AlarmName="cpu-mon",
             AlarmDescription="<",
             MetricName="CPUUtilization-2",
@@ -835,10 +858,11 @@ def test_put_metric_alarm_escape_character(self, cleanups, aws_client):
             EvaluationPeriods=1,
             AlarmActions=["arn:aws:sns:us-east-1:111122223333:MyTopic"],
         )
-        cleanups.append(lambda: aws_client.cloudwatch.delete_alarms(AlarmNames=["cpu-mon"]))
+        cleanups.append(lambda: aws_cloudwatch_client.delete_alarms(AlarmNames=["cpu-mon"]))
 
-        result = aws_client.cloudwatch.describe_alarms(AlarmNames=["cpu-mon"])
+        result = aws_cloudwatch_client.describe_alarms(AlarmNames=["cpu-mon"])
         assert result.get("MetricAlarms")[0]["AlarmDescription"] == "<"
+        snapshot.match("describe-alarms-escaped-character", result)
 
     @markers.aws.validated
     @markers.snapshot.skip_snapshot_verify(
@@ -964,7 +988,14 @@ def test_set_alarm(
     @markers.aws.validated
     @pytest.mark.skipif(is_old_provider(), reason="New test for v2 provider")
     def test_trigger_composite_alarm(
-        self, sns_create_topic, sqs_create_queue, aws_client, cleanups, snapshot
+        self,
+        sns_create_topic,
+        sqs_create_queue,
+        aws_client,
+        cleanups,
+        snapshot,
+        sns_create_sqs_subscription,
+        aws_cloudwatch_client,
     ):
         # create topics for state 'ALARM' and 'OK' of the composite alarm
         topic_name_alarm = f"topic-alarm-{short_uid()}"
@@ -975,45 +1006,23 @@ def test_trigger_composite_alarm(
         sns_topic_ok = sns_create_topic(Name=topic_name_ok)
         topic_arn_ok = sns_topic_ok["TopicArn"]
 
-        # TODO extract SNS-to-SQS into a fixture
         # create queues for 'ALARM' and 'OK' of the composite alarm (will receive sns messages)
         queue_url_alarm = sqs_create_queue(QueueName=f"AlarmQueue-{short_uid()}")
         queue_url_ok = sqs_create_queue(QueueName=f"OKQueue-{short_uid()}")
 
-        arn_queue_alarm = aws_client.sqs.get_queue_attributes(
-            QueueUrl=queue_url_alarm, AttributeNames=["QueueArn"]
-        )["Attributes"]["QueueArn"]
-        arn_queue_ok = aws_client.sqs.get_queue_attributes(
-            QueueUrl=queue_url_ok, AttributeNames=["QueueArn"]
-        )["Attributes"]["QueueArn"]
-        aws_client.sqs.set_queue_attributes(
-            QueueUrl=queue_url_alarm,
-            Attributes={"Policy": get_sqs_policy(arn_queue_alarm, topic_arn_alarm)},
-        )
-        aws_client.sqs.set_queue_attributes(
-            QueueUrl=queue_url_ok, Attributes={"Policy": get_sqs_policy(arn_queue_ok, topic_arn_ok)}
-        )
-
-        # subscribe to SQS
-        subscription_alarm = aws_client.sns.subscribe(
-            TopicArn=topic_arn_alarm, Protocol="sqs", Endpoint=arn_queue_alarm
-        )
-        cleanups.append(
-            lambda: aws_client.sns.unsubscribe(
-                SubscriptionArn=subscription_alarm["SubscriptionArn"]
-            )
-        )
-        subscription_ok = aws_client.sns.subscribe(
-            TopicArn=topic_arn_ok, Protocol="sqs", Endpoint=arn_queue_ok
+        sns_create_sqs_subscription(
+            topic_arn=topic_arn_alarm,
+            queue_url=queue_url_alarm,
         )
-        cleanups.append(
-            lambda: aws_client.sns.unsubscribe(SubscriptionArn=subscription_ok["SubscriptionArn"])
+        sns_create_sqs_subscription(
+            topic_arn=topic_arn_ok,
+            queue_url=queue_url_ok,
         )
 
         # put metric alarms that would be parts of a composite one
         # TODO extract put metric alarm and associated cleanups into a fixture
         def _put_metric_alarm(alarm_name: str):
-            aws_client.cloudwatch.put_metric_alarm(
+            aws_cloudwatch_client.put_metric_alarm(
                 AlarmName=alarm_name,
                 MetricName="CPUUtilization",
                 Namespace="AWS/EC2",
@@ -1023,7 +1032,7 @@ def _put_metric_alarm(alarm_name: str):
                 ComparisonOperator="GreaterThanThreshold",
                 Threshold=30,
             )
-            cleanups.append(lambda: aws_client.cloudwatch.delete_alarms(AlarmNames=[alarm_name]))
+            cleanups.append(lambda: aws_cloudwatch_client.delete_alarms(AlarmNames=[alarm_name]))
 
         alarm_1_name = f"simple-alarm-1-{short_uid()}"
         alarm_2_name = f"simple-alarm-2-{short_uid()}"
@@ -1031,10 +1040,10 @@ def _put_metric_alarm(alarm_name: str):
         _put_metric_alarm(alarm_1_name)
         _put_metric_alarm(alarm_2_name)
 
-        alarm_1_arn = aws_client.cloudwatch.describe_alarms(AlarmNames=[alarm_1_name])[
+        alarm_1_arn = aws_cloudwatch_client.describe_alarms(AlarmNames=[alarm_1_name])[
             "MetricAlarms"
         ][0]["AlarmArn"]
-        alarm_2_arn = aws_client.cloudwatch.describe_alarms(AlarmNames=[alarm_2_name])[
+        alarm_2_arn = aws_cloudwatch_client.describe_alarms(AlarmNames=[alarm_2_name])[
             "MetricAlarms"
         ][0]["AlarmArn"]
 
@@ -1044,7 +1053,7 @@ def _put_metric_alarm(alarm_name: str):
 
         composite_alarm_rule = f'ALARM("{alarm_1_arn}") OR ALARM("{alarm_2_arn}")'
 
-        put_composite_alarm_response = aws_client.cloudwatch.put_composite_alarm(
+        put_composite_alarm_response = aws_cloudwatch_client.put_composite_alarm(
             AlarmName=composite_alarm_name,
             AlarmDescription=composite_alarm_description,
             AlarmRule=composite_alarm_rule,
@@ -1052,11 +1061,11 @@ def _put_metric_alarm(alarm_name: str):
             AlarmActions=[topic_arn_alarm],
         )
         cleanups.append(
-            lambda: aws_client.cloudwatch.delete_alarms(AlarmNames=[composite_alarm_name])
+            lambda: aws_cloudwatch_client.delete_alarms(AlarmNames=[composite_alarm_name])
         )
         snapshot.match("put-composite-alarm", put_composite_alarm_response)
 
-        composite_alarms_list = aws_client.cloudwatch.describe_alarms(
+        composite_alarms_list = aws_cloudwatch_client.describe_alarms(
             AlarmNames=[composite_alarm_name], AlarmTypes=["CompositeAlarm"]
         )
         composite_alarm = composite_alarms_list["CompositeAlarms"][0]
@@ -1121,7 +1130,7 @@ def _check_composite_alarm_ok_message(
             )
 
         # trigger alarm 1 - composite one should also go into ALARM state
-        aws_client.cloudwatch.set_alarm_state(
+        aws_cloudwatch_client.set_alarm_state(
             AlarmName=alarm_1_name, StateValue="ALARM", StateReason="trigger alarm 1"
         )
 
@@ -1130,7 +1139,7 @@ def _check_composite_alarm_ok_message(
             expected_triggering_child_state="ALARM",
         )
 
-        composite_alarms_list = aws_client.cloudwatch.describe_alarms(
+        composite_alarms_list = aws_cloudwatch_client.describe_alarms(
             AlarmNames=[composite_alarm_name], AlarmTypes=["CompositeAlarm"]
         )
         composite_alarm_in_alarm_when_alarm_1_in_alarm = composite_alarms_list["CompositeAlarms"][0]
@@ -1140,7 +1149,7 @@ def _check_composite_alarm_ok_message(
         )
 
         # trigger OK for alarm 1 - composite one should also go back to OK
-        aws_client.cloudwatch.set_alarm_state(
+        aws_cloudwatch_client.set_alarm_state(
             AlarmName=alarm_1_name, StateValue="OK", StateReason="resetting alarm 1"
         )
 
@@ -1149,7 +1158,7 @@ def _check_composite_alarm_ok_message(
             expected_triggering_child_state="OK",
         )
 
-        composite_alarms_list = aws_client.cloudwatch.describe_alarms(
+        composite_alarms_list = aws_cloudwatch_client.describe_alarms(
             AlarmNames=[composite_alarm_name], AlarmTypes=["CompositeAlarm"]
         )
         composite_alarm_in_ok_when_alarm_1_back_to_ok = composite_alarms_list["CompositeAlarms"][0]
@@ -1159,7 +1168,7 @@ def _check_composite_alarm_ok_message(
         )
 
         # trigger alarm 2 - composite one should go again into ALARM state
-        aws_client.cloudwatch.set_alarm_state(
+        aws_cloudwatch_client.set_alarm_state(
             AlarmName=alarm_2_name, StateValue="ALARM", StateReason="trigger alarm 2"
         )
 
@@ -1168,7 +1177,7 @@ def _check_composite_alarm_ok_message(
             expected_triggering_child_state="ALARM",
         )
 
-        composite_alarms_list = aws_client.cloudwatch.describe_alarms(
+        composite_alarms_list = aws_cloudwatch_client.describe_alarms(
             AlarmNames=[composite_alarm_name], AlarmTypes=["CompositeAlarm"]
         )
         composite_alarm_in_alarm_when_alarm_2_in_alarm = composite_alarms_list["CompositeAlarms"][0]
@@ -1178,7 +1187,7 @@ def _check_composite_alarm_ok_message(
         )
 
         # trigger OK for alarm 2 - composite one should also go back to OK
-        aws_client.cloudwatch.set_alarm_state(
+        aws_cloudwatch_client.set_alarm_state(
             AlarmName=alarm_2_name, StateValue="OK", StateReason="resetting alarm 2"
         )
 
@@ -1187,7 +1196,7 @@ def _check_composite_alarm_ok_message(
             expected_triggering_child_state="OK",
         )
 
-        composite_alarms_list = aws_client.cloudwatch.describe_alarms(
+        composite_alarms_list = aws_cloudwatch_client.describe_alarms(
             AlarmNames=[composite_alarm_name], AlarmTypes=["CompositeAlarm"]
         )
         composite_alarm_in_ok_when_alarm_2_back_to_ok = composite_alarms_list["CompositeAlarms"][0]
@@ -1197,14 +1206,14 @@ def _check_composite_alarm_ok_message(
         )
 
         # trigger alarm 2 while alarm 1 is triggered - composite one shouldn't change
-        aws_client.cloudwatch.set_alarm_state(
+        aws_cloudwatch_client.set_alarm_state(
             AlarmName=alarm_1_name, StateValue="ALARM", StateReason="trigger alarm 1"
         )
-        aws_client.cloudwatch.set_alarm_state(
+        aws_cloudwatch_client.set_alarm_state(
             AlarmName=alarm_2_name, StateValue="ALARM", StateReason="trigger alarm 2"
         )
 
-        composite_alarms_list = aws_client.cloudwatch.describe_alarms(
+        composite_alarms_list = aws_cloudwatch_client.describe_alarms(
             AlarmNames=[composite_alarm_name], AlarmTypes=["CompositeAlarm"]
         )
         composite_alarm_is_triggered_by_alarm_1_and_then_not_changed_by_alarm_2 = (
@@ -1229,10 +1238,16 @@ def _check_composite_alarm_ok_message(
         condition=is_old_provider(), reason="DescribeAlarmHistory is not implemented"
     )
     def test_put_metric_alarm(
-        self, sns_create_topic, sqs_create_queue, snapshot, aws_client, cleanups
+        self,
+        sns_create_topic,
+        sqs_queue,
+        snapshot,
+        aws_client,
+        cleanups,
+        sns_create_sqs_subscription,
+        aws_cloudwatch_client,
     ):
-        sns_topic_alarm = sns_create_topic()
-        topic_arn_alarm = sns_topic_alarm["TopicArn"]
+        topic_arn_alarm = sns_create_topic()["TopicArn"]
 
         snapshot.add_transformer(snapshot.transform.cloudwatch_api())
         snapshot.add_transformer(
@@ -1248,44 +1263,34 @@ def test_put_metric_alarm(
         namespace = f"test-nsp-{short_uid()}"
         snapshot.add_transformer(snapshot.transform.regex(namespace, "<metric-namespace>"))
 
-        sqs_queue = sqs_create_queue()
-        arn_queue = aws_client.sqs.get_queue_attributes(
-            QueueUrl=sqs_queue, AttributeNames=["QueueArn"]
-        )["Attributes"]["QueueArn"]
-        # required for AWS:
-        aws_client.sqs.set_queue_attributes(
-            QueueUrl=sqs_queue,
-            Attributes={"Policy": get_sqs_policy(arn_queue, topic_arn_alarm)},
-        )
         metric_name = "my-metric1"
         dimension = [{"Name": "InstanceId", "Value": "abc"}]
         alarm_name = f"test-alarm-{short_uid()}"
 
-        subscription = aws_client.sns.subscribe(
-            TopicArn=topic_arn_alarm, Protocol="sqs", Endpoint=arn_queue
-        )
-        cleanups.append(
-            lambda: aws_client.sns.unsubscribe(SubscriptionArn=subscription["SubscriptionArn"])
+        sns_create_sqs_subscription(
+            topic_arn=topic_arn_alarm,
+            queue_url=sqs_queue,
         )
+
         data = [
             {
                 "MetricName": metric_name,
                 "Dimensions": dimension,
                 "Value": 21,
-                "Timestamp": datetime.utcnow().replace(tzinfo=UTC),
+                "Timestamp": datetime.now(tz=UTC),
                 "Unit": "Seconds",
             },
             {
                 "MetricName": metric_name,
                 "Dimensions": dimension,
                 "Value": 22,
-                "Timestamp": datetime.utcnow().replace(tzinfo=UTC),
+                "Timestamp": datetime.now(tz=UTC),
                 "Unit": "Seconds",
             },
         ]
 
         # create alarm with action for "ALARM"
-        aws_client.cloudwatch.put_metric_alarm(
+        aws_cloudwatch_client.put_metric_alarm(
             AlarmName=alarm_name,
             AlarmDescription="testing cloudwatch alarms",
             MetricName=metric_name,
@@ -1303,11 +1308,11 @@ def test_put_metric_alarm(
             TreatMissingData="ignore",
             # notBreaching had some downsides, as depending on the alarm evaluation interval it would first go into OK
         )
-        cleanups.append(lambda: aws_client.cloudwatch.delete_alarms(AlarmNames=[alarm_name]))
-        response = aws_client.cloudwatch.describe_alarms(AlarmNames=[alarm_name])
+        cleanups.append(lambda: aws_cloudwatch_client.delete_alarms(AlarmNames=[alarm_name]))
+        response = aws_cloudwatch_client.describe_alarms(AlarmNames=[alarm_name])
         snapshot.match("describe-alarm", response)
 
-        aws_client.cloudwatch.put_metric_data(Namespace=namespace, MetricData=data)
+        aws_cloudwatch_client.put_metric_data(Namespace=namespace, MetricData=data)
         retry(
             _sqs_messages_snapshot,
             retries=60,
@@ -1321,13 +1326,13 @@ def test_put_metric_alarm(
         )
 
         # describe alarm history
-        history = aws_client.cloudwatch.describe_alarm_history(
+        history = aws_cloudwatch_client.describe_alarm_history(
             AlarmName=alarm_name, HistoryItemType="StateUpdate"
         )
         snapshot.match("describe-alarm-history", history)
 
         # describe alarms for metric
-        alarms = aws_client.cloudwatch.describe_alarms_for_metric(
+        alarms = aws_cloudwatch_client.describe_alarms_for_metric(
             MetricName=metric_name,
             Namespace=namespace,
             Dimensions=dimension,
@@ -1349,38 +1354,32 @@ def test_put_metric_alarm(
         ]
     )
     def test_breaching_alarm_actions(
-        self, sns_create_topic, sqs_create_queue, snapshot, aws_client, cleanups
+        self,
+        sns_create_topic,
+        sqs_queue,
+        snapshot,
+        aws_client,
+        cleanups,
+        sns_create_sqs_subscription,
+        aws_cloudwatch_client,
     ):
-        sns_topic_alarm = sns_create_topic()
-        topic_arn_alarm = sns_topic_alarm["TopicArn"]
+        topic_arn_alarm = sns_create_topic()["TopicArn"]
         snapshot.add_transformer(snapshot.transform.cloudwatch_api())
         snapshot.add_transformer(
             snapshot.transform.regex(topic_arn_alarm.split(":")[-1], "<topic_arn>"), priority=2
         )
 
-        sqs_queue = sqs_create_queue()
-        arn_queue = aws_client.sqs.get_queue_attributes(
-            QueueUrl=sqs_queue, AttributeNames=["QueueArn"]
-        )["Attributes"]["QueueArn"]
-        # required for AWS:
-        aws_client.sqs.set_queue_attributes(
-            QueueUrl=sqs_queue,
-            Attributes={"Policy": get_sqs_policy(arn_queue, topic_arn_alarm)},
-        )
         metric_name = "my-metric101"
         dimension = [{"Name": "InstanceId", "Value": "abc"}]
         namespace = "test/breaching-alarm"
         alarm_name = f"test-alarm-{short_uid()}"
 
-        subscription = aws_client.sns.subscribe(
-            TopicArn=topic_arn_alarm, Protocol="sqs", Endpoint=arn_queue
-        )
-        cleanups.append(
-            lambda: aws_client.sns.unsubscribe(SubscriptionArn=subscription["SubscriptionArn"])
+        sns_create_sqs_subscription(
+            topic_arn=topic_arn_alarm,
+            queue_url=sqs_queue,
         )
 
-        snapshot.match("cloudwatch_sns_subscription", subscription)
-        aws_client.cloudwatch.put_metric_alarm(
+        aws_cloudwatch_client.put_metric_alarm(
             AlarmName=alarm_name,
             AlarmDescription="testing cloudwatch alarms",
             MetricName=metric_name,
@@ -1396,22 +1395,22 @@ def test_breaching_alarm_actions(
             ComparisonOperator="GreaterThanThreshold",
             TreatMissingData="breaching",
         )
-        cleanups.append(lambda: aws_client.cloudwatch.delete_alarms(AlarmNames=[alarm_name]))
-        response = aws_client.cloudwatch.describe_alarms(AlarmNames=[alarm_name])
+        cleanups.append(lambda: aws_cloudwatch_client.delete_alarms(AlarmNames=[alarm_name]))
+        response = aws_cloudwatch_client.describe_alarms(AlarmNames=[alarm_name])
         assert response["MetricAlarms"][0]["ActionsEnabled"]
 
         retry(
             _sqs_messages_snapshot,
             retries=80,
             sleep=3.0,
-            sleep_before=5,
+            sleep_before=5 if is_aws_cloud() else 0.5,
             expected_state="ALARM",
             sqs_client=aws_client.sqs,
             sqs_queue=sqs_queue,
             snapshot=snapshot,
             identifier="alarm-1",
         )
-        response = aws_client.cloudwatch.describe_alarms(AlarmNames=[alarm_name])
+        response = aws_cloudwatch_client.describe_alarms(AlarmNames=[alarm_name])
         snapshot.match("alarm-1-describe", response)
 
     @markers.aws.validated
@@ -1419,7 +1418,14 @@ def test_breaching_alarm_actions(
         condition=is_old_provider, paths=["$..MetricAlarms..StateTransitionedTimestamp"]
     )
     def test_enable_disable_alarm_actions(
-        self, sns_create_topic, sqs_create_queue, snapshot, aws_client, cleanups
+        self,
+        sns_create_topic,
+        sqs_create_queue,
+        snapshot,
+        aws_client,
+        cleanups,
+        sns_create_sqs_subscription,
+        aws_cloudwatch_client,
     ):
         sns_topic_alarm = sns_create_topic()
         topic_arn_alarm = sns_topic_alarm["TopicArn"]
@@ -1428,28 +1434,18 @@ def test_enable_disable_alarm_actions(
             snapshot.transform.regex(topic_arn_alarm.split(":")[-1], "<topic_arn>"), priority=2
         )
 
-        sqs_queue = sqs_create_queue()
-        arn_queue = aws_client.sqs.get_queue_attributes(
-            QueueUrl=sqs_queue, AttributeNames=["QueueArn"]
-        )["Attributes"]["QueueArn"]
-        # required for AWS:
-        aws_client.sqs.set_queue_attributes(
-            QueueUrl=sqs_queue,
-            Attributes={"Policy": get_sqs_policy(arn_queue, topic_arn_alarm)},
-        )
+        queue_url = sqs_create_queue()
         metric_name = "my-metric101"
         dimension = [{"Name": "InstanceId", "Value": "abc"}]
         namespace = f"test/enable-{short_uid()}"
         alarm_name = f"test-alarm-{short_uid()}"
 
-        subscription = aws_client.sns.subscribe(
-            TopicArn=topic_arn_alarm, Protocol="sqs", Endpoint=arn_queue
-        )
-        cleanups.append(
-            lambda: aws_client.sns.unsubscribe(SubscriptionArn=subscription["SubscriptionArn"])
+        sns_create_sqs_subscription(
+            topic_arn=topic_arn_alarm,
+            queue_url=queue_url,
         )
-        snapshot.match("cloudwatch_sns_subscription", subscription)
-        aws_client.cloudwatch.put_metric_alarm(
+
+        aws_cloudwatch_client.put_metric_alarm(
             AlarmName=alarm_name,
             AlarmDescription="testing cloudwatch alarms",
             MetricName=metric_name,
@@ -1465,35 +1461,36 @@ def test_enable_disable_alarm_actions(
             ComparisonOperator="GreaterThanThreshold",
             TreatMissingData="ignore",
         )
-        cleanups.append(lambda: aws_client.cloudwatch.delete_alarms(AlarmNames=[alarm_name]))
-        response = aws_client.cloudwatch.describe_alarms(AlarmNames=[alarm_name])
+        cleanups.append(lambda: aws_cloudwatch_client.delete_alarms(AlarmNames=[alarm_name]))
+        response = aws_cloudwatch_client.describe_alarms(AlarmNames=[alarm_name])
         assert response["MetricAlarms"][0]["ActionsEnabled"]
         snapshot.match("describe_alarm", response)
 
-        aws_client.cloudwatch.set_alarm_state(
+        aws_cloudwatch_client.set_alarm_state(
             AlarmName=alarm_name, StateValue="ALARM", StateReason="testing alarm"
         )
+        sleep_before = 5 if is_aws_cloud() else 0.5
         retry(
             _sqs_messages_snapshot,
             retries=80,
             sleep=3.0,
-            sleep_before=5,
+            sleep_before=sleep_before,
             expected_state="ALARM",
             sqs_client=aws_client.sqs,
-            sqs_queue=sqs_queue,
+            sqs_queue=queue_url,
             snapshot=snapshot,
             identifier="alarm-state",
         )
-        describe_alarm = aws_client.cloudwatch.describe_alarms(AlarmNames=[alarm_name])
+        describe_alarm = aws_cloudwatch_client.describe_alarms(AlarmNames=[alarm_name])
         snapshot.match("alarm-state-describe", describe_alarm)
 
         # disable alarm action
-        aws_client.cloudwatch.disable_alarm_actions(AlarmNames=[alarm_name])
-        aws_client.cloudwatch.set_alarm_state(
+        aws_cloudwatch_client.disable_alarm_actions(AlarmNames=[alarm_name])
+        aws_cloudwatch_client.set_alarm_state(
             AlarmName=alarm_name, StateValue="OK", StateReason="testing OK state"
         )
 
-        response = aws_client.cloudwatch.describe_alarms(AlarmNames=[alarm_name])
+        response = aws_cloudwatch_client.describe_alarms(AlarmNames=[alarm_name])
         snapshot.match("describe_alarm_disabled", response)
         assert response["MetricAlarms"][0]["StateValue"] == "OK"
         assert not response["MetricAlarms"][0]["ActionsEnabled"]
@@ -1501,22 +1498,24 @@ def test_enable_disable_alarm_actions(
             _check_alarm_triggered,
             retries=80,
             sleep=3.0,
-            sleep_before=5,
+            sleep_before=sleep_before,
             expected_state="OK",
             alarm_name=alarm_name,
-            cloudwatch_client=aws_client.cloudwatch,
+            cloudwatch_client=aws_cloudwatch_client,
             snapshot=snapshot,
             identifier="ok-state-action-disabled",
         )
 
         # enable alarm action
-        aws_client.cloudwatch.enable_alarm_actions(AlarmNames=[alarm_name])
-        response = aws_client.cloudwatch.describe_alarms(AlarmNames=[alarm_name])
+        aws_cloudwatch_client.enable_alarm_actions(AlarmNames=[alarm_name])
+        response = aws_cloudwatch_client.describe_alarms(AlarmNames=[alarm_name])
         snapshot.match("describe_alarm_enabled", response)
         assert response["MetricAlarms"][0]["ActionsEnabled"]
 
     @markers.aws.validated
-    def test_aws_sqs_metrics_created(self, sqs_create_queue, snapshot, aws_client):
+    def test_aws_sqs_metrics_created(
+        self, sqs_create_queue, snapshot, aws_client, aws_cloudwatch_client
+    ):
         snapshot.add_transformer(snapshot.transform.cloudwatch_api())
         sqs_url = sqs_create_queue()
         sqs_arn = aws_client.sqs.get_queue_attributes(
@@ -1529,39 +1528,39 @@ def test_aws_sqs_metrics_created(self, sqs_create_queue, snapshot, aws_client):
         aws_client.sqs.send_message(QueueUrl=sqs_url, MessageBody="Hello")
         dimensions = [{"Name": "QueueName", "Value": queue_name}]
 
-        metric_default = {
-            "MetricStat": {
-                "Metric": {
-                    "Namespace": "AWS/SQS",
-                    "Dimensions": dimensions,
+        def _create_metric(metric_id: str) -> dict:
+            return {
+                "Id": metric_id,
+                "MetricStat": {
+                    "Metric": {
+                        "Namespace": "AWS/SQS",
+                        "Dimensions": dimensions,
+                    },
+                    "Period": 60,
+                    "Stat": "Sum",
                 },
-                "Period": 60,
-                "Stat": "Sum",
-            },
-        }
-        sent = {"Id": "sent"}
-        sent.update(copy.deepcopy(metric_default))
+            }
+
+        sent = _create_metric("sent")
         sent["MetricStat"]["Metric"]["MetricName"] = "NumberOfMessagesSent"
 
-        sent_size = {"Id": "sent_size"}
-        sent_size.update(copy.deepcopy(metric_default))
+        sent_size = _create_metric("sent_size")
         sent_size["MetricStat"]["Metric"]["MetricName"] = "SentMessageSize"
 
-        empty = {"Id": "empty_receives"}
-        empty.update(copy.deepcopy(metric_default))
+        empty = _create_metric("empty_receives")
         empty["MetricStat"]["Metric"]["MetricName"] = "NumberOfEmptyReceives"
 
         def contains_sent_messages_metrics() -> int:
-            res = aws_client.cloudwatch.list_metrics(Dimensions=dimensions)
+            res = aws_cloudwatch_client.list_metrics(Dimensions=dimensions)
             metrics = [metric["MetricName"] for metric in res["Metrics"]]
             if all(
                 m in metrics
                 for m in ["NumberOfMessagesSent", "SentMessageSize", "NumberOfEmptyReceives"]
             ):
-                res = aws_client.cloudwatch.get_metric_data(
+                res = aws_cloudwatch_client.get_metric_data(
                     MetricDataQueries=[sent, sent_size, empty],
-                    StartTime=datetime.utcnow() - timedelta(hours=1),
-                    EndTime=datetime.utcnow(),
+                    StartTime=datetime.now(tz=UTC) - timedelta(hours=1),
+                    EndTime=datetime.now(tz=UTC),
                 )
                 # add check for values, because AWS is sometimes a bit slower to fill those values up...
                 if (
@@ -1574,10 +1573,10 @@ def contains_sent_messages_metrics() -> int:
 
         assert poll_condition(lambda: contains_sent_messages_metrics(), interval=1, timeout=120)
 
-        response = aws_client.cloudwatch.get_metric_data(
+        response = aws_cloudwatch_client.get_metric_data(
             MetricDataQueries=[sent, sent_size, empty],
-            StartTime=datetime.utcnow() - timedelta(hours=1),
-            EndTime=datetime.utcnow(),
+            StartTime=datetime.now(tz=UTC) - timedelta(hours=1),
+            EndTime=datetime.now(tz=UTC),
         )
 
         snapshot.match("get_metric_data", response)
@@ -1588,22 +1587,20 @@ def contains_sent_messages_metrics() -> int:
         receipt_handle = sqs_messages[0]["ReceiptHandle"]
         aws_client.sqs.delete_message(QueueUrl=sqs_url, ReceiptHandle=receipt_handle)
 
-        msg_received = {"Id": "num_msg_received"}
-        msg_received.update(copy.deepcopy(metric_default))
+        msg_received = _create_metric("num_msg_received")
         msg_received["MetricStat"]["Metric"]["MetricName"] = "NumberOfMessagesReceived"
 
-        msg_deleted = {"Id": "num_msg_deleted"}
-        msg_deleted.update(copy.deepcopy(metric_default))
+        msg_deleted = _create_metric("num_msg_deleted")
         msg_deleted["MetricStat"]["Metric"]["MetricName"] = "NumberOfMessagesDeleted"
 
         def contains_receive_delete_metrics() -> int:
-            res = aws_client.cloudwatch.list_metrics(Dimensions=dimensions)
+            res = aws_cloudwatch_client.list_metrics(Dimensions=dimensions)
             metrics = [metric["MetricName"] for metric in res["Metrics"]]
             if all(m in metrics for m in ["NumberOfMessagesReceived", "NumberOfMessagesDeleted"]):
-                res = aws_client.cloudwatch.get_metric_data(
+                res = aws_cloudwatch_client.get_metric_data(
                     MetricDataQueries=[msg_received, msg_deleted],
-                    StartTime=datetime.utcnow() - timedelta(hours=1),
-                    EndTime=datetime.utcnow(),
+                    StartTime=datetime.now(tz=UTC) - timedelta(hours=1),
+                    EndTime=datetime.now(tz=UTC),
                 )
                 # add check for values, because AWS is sometimes a bit slower to fill those values up...
                 if res["MetricDataResults"][0]["Values"] and res["MetricDataResults"][1]["Values"]:
@@ -1612,17 +1609,17 @@ def contains_receive_delete_metrics() -> int:
 
         assert poll_condition(lambda: contains_receive_delete_metrics(), interval=1, timeout=120)
 
-        response = aws_client.cloudwatch.get_metric_data(
+        response = aws_cloudwatch_client.get_metric_data(
             MetricDataQueries=[msg_received, msg_deleted],
-            StartTime=datetime.utcnow() - timedelta(hours=1),
-            EndTime=datetime.utcnow(),
+            StartTime=datetime.now(tz=UTC) - timedelta(hours=1),
+            EndTime=datetime.now(tz=UTC),
         )
 
         snapshot.match("get_metric_data_2", response)
 
     @markers.aws.validated
     @pytest.mark.skipif(condition=is_old_provider(), reason="Old provider is not raising exception")
-    def test_invalid_dashboard_name(self, aws_client, region_name, snapshot):
+    def test_invalid_dashboard_name(self, aws_cloudwatch_client, region_name, snapshot):
         dashboard_name = f"test-{short_uid()}:invalid"
         dashboard_body = {
             "widgets": [
@@ -1642,8 +1639,8 @@ def test_invalid_dashboard_name(self, aws_client, region_name, snapshot):
             ]
         }
 
-        with pytest.raises(Exception) as ex:
-            aws_client.cloudwatch.put_dashboard(
+        with pytest.raises(ClientError) as ex:
+            aws_cloudwatch_client.put_dashboard(
                 DashboardName=dashboard_name, DashboardBody=json.dumps(dashboard_body)
             )
 
@@ -1661,7 +1658,7 @@ def test_invalid_dashboard_name(self, aws_client, region_name, snapshot):
             "$..DashboardEntries..Size",  # need to be skipped because size changes if the region name length is longer
         ]
     )
-    def test_dashboard_lifecycle(self, aws_client, region_name, snapshot):
+    def test_dashboard_lifecycle(self, aws_cloudwatch_client, region_name, snapshot):
         dashboard_name = f"test-{short_uid()}"
         dashboard_body = {
             "widgets": [
@@ -1680,31 +1677,31 @@ def test_dashboard_lifecycle(self, aws_client, region_name, snapshot):
                 }
             ]
         }
-        aws_client.cloudwatch.put_dashboard(
+        aws_cloudwatch_client.put_dashboard(
             DashboardName=dashboard_name, DashboardBody=json.dumps(dashboard_body)
         )
-        response = aws_client.cloudwatch.get_dashboard(DashboardName=dashboard_name)
+        response = aws_cloudwatch_client.get_dashboard(DashboardName=dashboard_name)
         snapshot.add_transformer(snapshot.transform.key_value("DashboardName"))
         snapshot.match("get_dashboard", response)
 
-        dashboards_list = aws_client.cloudwatch.list_dashboards()
+        dashboards_list = aws_cloudwatch_client.list_dashboards()
         snapshot.match("list_dashboards", dashboards_list)
 
         # assert prefix filtering working
-        dashboards_list = aws_client.cloudwatch.list_dashboards(DashboardNamePrefix="no-valid")
+        dashboards_list = aws_cloudwatch_client.list_dashboards(DashboardNamePrefix="no-valid")
         snapshot.match("list_dashboards_prefix_empty", dashboards_list)
-        dashboards_list = aws_client.cloudwatch.list_dashboards(DashboardNamePrefix="test")
+        dashboards_list = aws_cloudwatch_client.list_dashboards(DashboardNamePrefix="test")
         snapshot.match("list_dashboards_prefix", dashboards_list)
 
-        aws_client.cloudwatch.delete_dashboards(DashboardNames=[dashboard_name])
-        dashboards_list = aws_client.cloudwatch.list_dashboards()
+        aws_cloudwatch_client.delete_dashboards(DashboardNames=[dashboard_name])
+        dashboards_list = aws_cloudwatch_client.list_dashboards()
         snapshot.match("list_dashboards_empty", dashboards_list)
 
     @markers.aws.validated
     @pytest.mark.skipif(condition=not is_aws_cloud(), reason="Operations not supported")
     def test_create_metric_stream(
         self,
-        aws_client,
+        aws_cloudwatch_client,
         firehose_create_delivery_stream,
         s3_create_bucket,
         create_role_with_policy,
@@ -1763,7 +1760,7 @@ def test_create_metric_stream(
             time.sleep(15)
 
         metric_stream_name = f"MyMetricStream-{short_uid()}"
-        response_create = aws_client.cloudwatch.put_metric_stream(
+        response_create = aws_cloudwatch_client.put_metric_stream(
             Name=metric_stream_name,
             FirehoseArn=stream_arn,
             RoleArn=role_arn,
@@ -1775,32 +1772,32 @@ def test_create_metric_stream(
 
         snapshot.match("create_metric_stream", response_create)
 
-        get_response = aws_client.cloudwatch.get_metric_stream(Name=metric_stream_name)
+        get_response = aws_cloudwatch_client.get_metric_stream(Name=metric_stream_name)
         snapshot.match("get_metric_stream", get_response)
 
-        response_list = aws_client.cloudwatch.list_metric_streams()
+        response_list = aws_cloudwatch_client.list_metric_streams()
         metric_streams = response_list.get("Entries", [])
         metric_streams_names = [metric_stream["Name"] for metric_stream in metric_streams]
         assert metric_stream_name in metric_streams_names
 
-        start_response = aws_client.cloudwatch.start_metric_streams(Names=[metric_stream_name])
+        start_response = aws_cloudwatch_client.start_metric_streams(Names=[metric_stream_name])
         snapshot.match("start_metric_stream", start_response)
 
-        stop_response = aws_client.cloudwatch.stop_metric_streams(Names=[metric_stream_name])
+        stop_response = aws_cloudwatch_client.stop_metric_streams(Names=[metric_stream_name])
         snapshot.match("stop_metric_stream", stop_response)
 
-        response_delete = aws_client.cloudwatch.delete_metric_stream(Name=metric_stream_name)
+        response_delete = aws_cloudwatch_client.delete_metric_stream(Name=metric_stream_name)
         snapshot.match("delete_metric_stream", response_delete)
-        response_list = aws_client.cloudwatch.list_metric_streams()
+        response_list = aws_cloudwatch_client.list_metric_streams()
         metric_streams = response_list.get("Entries", [])
         metric_streams_names = [metric_stream["Name"] for metric_stream in metric_streams]
         assert metric_stream_name not in metric_streams_names
 
     @markers.aws.validated
     @pytest.mark.skipif(condition=not is_aws_cloud(), reason="Operations not supported")
-    def test_insight_rule(self, aws_client, snapshot):
+    def test_insight_rule(self, aws_cloudwatch_client, snapshot):
         insight_rule_name = f"MyInsightRule-{short_uid()}"
-        response_create = aws_client.cloudwatch.put_insight_rule(
+        response_create = aws_cloudwatch_client.put_insight_rule(
             RuleName=insight_rule_name,
             RuleState="ENABLED",
             RuleDefinition=json.dumps(
@@ -1820,43 +1817,43 @@ def test_insight_rule(self, aws_client, snapshot):
         snapshot.add_transformer(snapshot.transform.key_value("Name"))
         snapshot.match("create_insight_rule", response_create)
 
-        response_describe = aws_client.cloudwatch.describe_insight_rules()
+        response_describe = aws_cloudwatch_client.describe_insight_rules()
         snapshot.match("describe_insight_rule", response_describe)
 
-        response_disable = aws_client.cloudwatch.disable_insight_rules(
+        response_disable = aws_cloudwatch_client.disable_insight_rules(
             RuleNames=[insight_rule_name]
         )
         snapshot.match("disable_insight_rule", response_disable)
 
-        response_enable = aws_client.cloudwatch.enable_insight_rules(RuleNames=[insight_rule_name])
+        response_enable = aws_cloudwatch_client.enable_insight_rules(RuleNames=[insight_rule_name])
         snapshot.match("enable_insight_rule", response_enable)
 
-        insight_rule_report = aws_client.cloudwatch.get_insight_rule_report(
+        insight_rule_report = aws_cloudwatch_client.get_insight_rule_report(
             RuleName=insight_rule_name,
-            StartTime=datetime.utcnow() - timedelta(hours=1),
-            EndTime=datetime.utcnow(),
+            StartTime=datetime.now(tz=UTC) - timedelta(hours=1),
+            EndTime=datetime.now(tz=UTC),
             Period=300,
             MaxContributorCount=10,
             Metrics=["UniqueContributors"],
         )
         snapshot.match("get_insight_rule_report", insight_rule_report)
 
-        response_list = aws_client.cloudwatch.describe_insight_rules()
+        response_list = aws_cloudwatch_client.describe_insight_rules()
         insight_rules_names = [
             insight_rule["Name"] for insight_rule in response_list["InsightRules"]
         ]
         assert insight_rule_name in insight_rules_names
 
-        response_delete = aws_client.cloudwatch.delete_insight_rules(RuleNames=[insight_rule_name])
+        response_delete = aws_cloudwatch_client.delete_insight_rules(RuleNames=[insight_rule_name])
         snapshot.match("delete_insight_rule", response_delete)
 
     @markers.aws.validated
     @pytest.mark.skipif(condition=not is_aws_cloud(), reason="Operations not supported")
-    def test_anomaly_detector_lifecycle(self, aws_client, snapshot):
+    def test_anomaly_detector_lifecycle(self, aws_cloudwatch_client, snapshot):
         namespace = "MyNamespace"
         metric_name = "MyMetric"
 
-        response_create = aws_client.cloudwatch.put_anomaly_detector(
+        response_create = aws_cloudwatch_client.put_anomaly_detector(
             MetricName=metric_name,
             Namespace=namespace,
             Stat="Sum",
@@ -1865,10 +1862,10 @@ def test_anomaly_detector_lifecycle(self, aws_client, snapshot):
         )
         snapshot.match("create_anomaly_detector", response_create)
 
-        response_list = aws_client.cloudwatch.describe_anomaly_detectors()
+        response_list = aws_cloudwatch_client.describe_anomaly_detectors()
         snapshot.match("describe_anomaly_detector", response_list)
 
-        response_delete = aws_client.cloudwatch.delete_anomaly_detector(
+        response_delete = aws_cloudwatch_client.delete_anomaly_detector(
             MetricName=metric_name,
             Namespace=namespace,
             Stat="Sum",
@@ -1878,16 +1875,16 @@ def test_anomaly_detector_lifecycle(self, aws_client, snapshot):
 
     @markers.aws.validated
     @pytest.mark.skipif(condition=not is_aws_cloud(), reason="Operations not supported")
-    def test_metric_widget(self, aws_client):
+    def test_metric_widget(self, aws_cloudwatch_client):
         metric_name = f"test-metric-{short_uid()}"
         namespace = f"ns-{short_uid()}"
 
-        aws_client.cloudwatch.put_metric_data(
+        aws_cloudwatch_client.put_metric_data(
             Namespace=namespace,
             MetricData=[
                 {
                     "MetricName": metric_name,
-                    "Timestamp": datetime.utcnow().replace(tzinfo=UTC),
+                    "Timestamp": datetime.now(tz=UTC),
                     "Values": [1.0, 10.0],
                     "Counts": [2, 4],
                     "Unit": "Count",
@@ -1895,7 +1892,7 @@ def test_metric_widget(self, aws_client):
             ],
         )
 
-        response = aws_client.cloudwatch.get_metric_widget_image(
+        response = aws_cloudwatch_client.get_metric_widget_image(
             MetricWidget=json.dumps(
                 {
                     "metrics": [
@@ -1921,14 +1918,14 @@ def test_metric_widget(self, aws_client):
 
     @markers.aws.validated
     @pytest.mark.skipif(is_old_provider(), reason="New test for v2 provider")
-    def test_describe_minimal_metric_alarm(self, snapshot, aws_client, cleanups):
+    def test_describe_minimal_metric_alarm(self, snapshot, aws_cloudwatch_client, cleanups):
         snapshot.add_transformer(snapshot.transform.cloudwatch_api())
         alarm_name = f"a-{short_uid()}"
         metric_name = f"m-{short_uid()}"
         name_space = f"n-sp-{short_uid()}"
 
         snapshot.add_transformer(TransformerUtility.key_value("MetricName"))
-        aws_client.cloudwatch.put_metric_alarm(
+        aws_cloudwatch_client.put_metric_alarm(
             AlarmName=alarm_name,
             MetricName=metric_name,
             Namespace=name_space,
@@ -1938,8 +1935,8 @@ def test_describe_minimal_metric_alarm(self, snapshot, aws_client, cleanups):
             ComparisonOperator="GreaterThanThreshold",
             Threshold=30,
         )
-        cleanups.append(lambda: aws_client.cloudwatch.delete_alarms(AlarmNames=[alarm_name]))
-        response = aws_client.cloudwatch.describe_alarms(AlarmNames=[alarm_name])
+        cleanups.append(lambda: aws_cloudwatch_client.delete_alarms(AlarmNames=[alarm_name]))
+        response = aws_cloudwatch_client.describe_alarms(AlarmNames=[alarm_name])
         snapshot.match("describe_minimal_metric_alarm", response)
 
     @markers.aws.validated
@@ -1966,13 +1963,13 @@ def test_set_alarm_invalid_input(self, aws_cloudwatch_client, snapshot):
 
     @markers.aws.validated
     @pytest.mark.skipif(is_old_provider(), reason="not supported by the old provider")
-    def test_get_metric_data_with_zero_and_labels(self, aws_client, snapshot):
+    def test_get_metric_data_with_zero_and_labels(self, aws_cloudwatch_client, snapshot):
         utc_now = datetime.now(tz=UTC)
 
         namespace1 = f"test/{short_uid()}"
         # put metric data
         values = [0, 2, 4, 3.5, 7, 100]
-        aws_client.cloudwatch.put_metric_data(
+        aws_cloudwatch_client.put_metric_data(
             Namespace=namespace1,
             MetricData=[
                 {"MetricName": "metric1", "Value": val, "Unit": "Seconds"} for val in values
@@ -1982,7 +1979,7 @@ def test_get_metric_data_with_zero_and_labels(self, aws_client, snapshot):
         stats = ["Average", "Sum", "Minimum", "Maximum"]
 
         def _get_metric_data():
-            return aws_client.cloudwatch.get_metric_data(
+            return aws_cloudwatch_client.get_metric_data(
                 MetricDataQueries=[
                     {
                         "Id": "result_" + stat,
@@ -2009,13 +2006,13 @@ def _match_results():
 
     @markers.aws.validated
     @markers.snapshot.skip_snapshot_verify(paths=["$..Datapoints..Unit"])
-    def test_get_metric_statistics(self, aws_client, snapshot):
+    def test_get_metric_statistics(self, aws_cloudwatch_client, snapshot):
         snapshot.add_transformer(snapshot.transform.cloudwatch_api())
         utc_now = datetime.now(tz=UTC)
         namespace = f"test/{short_uid()}"
 
         for i in range(10):
-            aws_client.cloudwatch.put_metric_data(
+            aws_cloudwatch_client.put_metric_data(
                 Namespace=namespace,
                 MetricData=[
                     {
@@ -2027,7 +2024,7 @@ def test_get_metric_statistics(self, aws_client, snapshot):
             )
 
         def assert_results():
-            stats_responce = aws_client.cloudwatch.get_metric_statistics(
+            stats_responce = aws_cloudwatch_client.get_metric_statistics(
                 Namespace=namespace,
                 MetricName="metric",
                 StartTime=utc_now - timedelta(seconds=60),
@@ -2043,12 +2040,12 @@ def assert_results():
         retry(assert_results, retries=10, sleep=1.0, sleep_before=sleep_before)
 
     @markers.aws.validated
-    def test_list_metrics_pagination(self, aws_client):
+    def test_list_metrics_pagination(self, aws_cloudwatch_client):
         namespace = f"n-sp-{short_uid()}"
         metric_name = f"m-{short_uid()}"
         max_metrics = 500  # max metrics per page according to AWS docs
         for i in range(0, max_metrics + 1):
-            aws_client.cloudwatch.put_metric_data(
+            aws_cloudwatch_client.put_metric_data(
                 Namespace=namespace,
                 MetricData=[
                     {
@@ -2060,20 +2057,20 @@ def test_list_metrics_pagination(self, aws_client):
             )
 
         def assert_metrics_count():
-            response = aws_client.cloudwatch.list_metrics(Namespace=namespace)
+            response = aws_cloudwatch_client.list_metrics(Namespace=namespace)
             assert len(response["Metrics"]) == max_metrics and response.get("NextToken") is not None
 
         retry(assert_metrics_count, retries=10, sleep=1.0, sleep_before=1.0)
 
     @markers.aws.validated
     @pytest.mark.skipif(condition=is_old_provider(), reason="not supported by the old provider")
-    def test_get_metric_data_pagination(self, aws_client):
+    def test_get_metric_data_pagination(self, aws_cloudwatch_client):
         namespace = f"n-sp-{short_uid()}"
         metric_name = f"m-{short_uid()}"
         max_data_points = 10  # default is 100,800 according to AWS docs
-        now = datetime.utcnow().replace(tzinfo=UTC)
+        now = datetime.now(tz=UTC)
         for i in range(0, max_data_points * 2):
-            aws_client.cloudwatch.put_metric_data(
+            aws_cloudwatch_client.put_metric_data(
                 Namespace=namespace,
                 MetricData=[
                     {
@@ -2086,7 +2083,7 @@ def test_get_metric_data_pagination(self, aws_client):
             )
 
         def assert_data_points_count():
-            response = aws_client.cloudwatch.get_metric_data(
+            response = aws_cloudwatch_client.get_metric_data(
                 MetricDataQueries=[
                     {
                         "Id": "m1",
@@ -2111,14 +2108,14 @@ def assert_data_points_count():
         retry(assert_data_points_count, retries=10, sleep=1.0, sleep_before=2.0)
 
     @markers.aws.validated
-    def test_put_metric_uses_utc(self, aws_client):
+    def test_put_metric_uses_utc(self, aws_cloudwatch_client):
         namespace = f"n-sp-{short_uid()}"
         metric_name = f"m-{short_uid()}"
         now_local = datetime.now(timezone(timedelta(hours=-5), "America/Cancun")).replace(
             tzinfo=None
         )  # Remove the tz info to avoid boto converting it to UTC
-        now_utc = datetime.utcnow()
-        aws_client.cloudwatch.put_metric_data(
+        now_utc = datetime.now(tz=UTC)
+        aws_cloudwatch_client.put_metric_data(
             Namespace=namespace,
             MetricData=[
                 {
@@ -2130,7 +2127,7 @@ def test_put_metric_uses_utc(self, aws_client):
         )
 
         def assert_found_in_utc():
-            response = aws_client.cloudwatch.get_metric_statistics(
+            response = aws_cloudwatch_client.get_metric_statistics(
                 Namespace=namespace,
                 MetricName=metric_name,
                 StartTime=now_local - timedelta(seconds=60),
@@ -2140,7 +2137,7 @@ def assert_found_in_utc():
             )
             assert len(response["Datapoints"]) == 0
 
-            response = aws_client.cloudwatch.get_metric_statistics(
+            response = aws_cloudwatch_client.get_metric_statistics(
                 Namespace=namespace,
                 MetricName=metric_name,
                 StartTime=now_utc - timedelta(seconds=60),
@@ -2153,12 +2150,12 @@ def assert_found_in_utc():
         retry(assert_found_in_utc, retries=10, sleep=1.0)
 
     @markers.aws.validated
-    def test_default_ordering(self, aws_client):
+    def test_default_ordering(self, aws_cloudwatch_client):
         namespace = f"n-sp-{short_uid()}"
         metric_name = f"m-{short_uid()}"
-        now = datetime.utcnow().replace(tzinfo=UTC)
+        now = datetime.now(tz=UTC)
         for i in range(0, 10):
-            aws_client.cloudwatch.put_metric_data(
+            aws_cloudwatch_client.put_metric_data(
                 Namespace=namespace,
                 MetricData=[
                     {
@@ -2171,7 +2168,7 @@ def test_default_ordering(self, aws_client):
             )
 
         def assert_ordering():
-            default_ordering = aws_client.cloudwatch.get_metric_data(
+            default_ordering = aws_cloudwatch_client.get_metric_data(
                 MetricDataQueries=[
                     {
                         "Id": "m1",
@@ -2190,7 +2187,7 @@ def assert_ordering():
                 MaxDatapoints=10,
             )
 
-            ascending_ordering = aws_client.cloudwatch.get_metric_data(
+            ascending_ordering = aws_cloudwatch_client.get_metric_data(
                 MetricDataQueries=[
                     {
                         "Id": "m1",
@@ -2210,7 +2207,7 @@ def assert_ordering():
                 ScanBy="TimestampAscending",
             )
 
-            descening_ordering = aws_client.cloudwatch.get_metric_data(
+            descening_ordering = aws_cloudwatch_client.get_metric_data(
                 MetricDataQueries=[
                     {
                         "Id": "m1",
@@ -2242,11 +2239,11 @@ def assert_ordering():
 
     @markers.aws.validated
     @pytest.mark.skipif(is_old_provider(), reason="not supported by the old provider")
-    def test_handle_different_units(self, aws_client, snapshot):
+    def test_handle_different_units(self, aws_cloudwatch_client, snapshot):
         namespace = f"n-sp-{short_uid()}"
         metric_name = "m-test"
-        now = datetime.utcnow().replace(tzinfo=UTC)
-        aws_client.cloudwatch.put_metric_data(
+        now = datetime.now(tz=UTC)
+        aws_cloudwatch_client.put_metric_data(
             Namespace=namespace,
             MetricData=[
                 {
@@ -2270,7 +2267,7 @@ def test_handle_different_units(self, aws_client, snapshot):
         )
 
         def assert_results():
-            response = aws_client.cloudwatch.get_metric_statistics(
+            response = aws_cloudwatch_client.get_metric_statistics(
                 Namespace=namespace,
                 MetricName=metric_name,
                 StartTime=now - timedelta(seconds=60),
@@ -2287,11 +2284,11 @@ def assert_results():
         retry(assert_results, retries=retries, sleep=1.0, sleep_before=sleep_before)
 
     @markers.aws.validated
-    def test_get_metric_data_with_different_units(self, aws_client, snapshot):
+    def test_get_metric_data_with_different_units(self, aws_cloudwatch_client, snapshot):
         namespace = f"n-sp-{short_uid()}"
         metric_name = "m-test"
-        now = datetime.utcnow().replace(tzinfo=UTC)
-        aws_client.cloudwatch.put_metric_data(
+        now = datetime.now(tz=UTC)
+        aws_cloudwatch_client.put_metric_data(
             Namespace=namespace,
             MetricData=[
                 {
@@ -2310,7 +2307,7 @@ def test_get_metric_data_with_different_units(self, aws_client, snapshot):
         )
 
         def assert_results():
-            response = aws_client.cloudwatch.get_metric_data(
+            response = aws_cloudwatch_client.get_metric_data(
                 MetricDataQueries=[
                     {
                         "Id": "m1",
@@ -2365,9 +2362,12 @@ def assert_results():
         ],
     )
     @markers.aws.needs_fixing
-    @pytest.mark.skip(reason="Not supported in either provider, needs to be fixed in new one")
+    @pytest.mark.skipif(
+        condition=not is_aws_cloud(),
+        reason="Not supported in either provider, needs to be fixed in new one",
+    )
     def test_get_metric_data_different_units_no_unit_in_query(
-        self, aws_client, snapshot, metric_data
+        self, aws_cloudwatch_client, snapshot, metric_data
     ):
         # From the docs:
         """
@@ -2388,15 +2388,15 @@ def test_get_metric_data_different_units_no_unit_in_query(
 
         namespace = f"n-sp-{short_uid()}"
         metric_name = "m-test"
-        now = datetime.utcnow().replace(tzinfo=UTC)
+        now = datetime.now(tz=UTC)
 
         for m in metric_data:
             m["MetricName"] = metric_name
             m["Timestamp"] = now
-        aws_client.cloudwatch.put_metric_data(Namespace=namespace, MetricData=metric_data)
+        aws_cloudwatch_client.put_metric_data(Namespace=namespace, MetricData=metric_data)
 
         def assert_results():
-            response = aws_client.cloudwatch.get_metric_data(
+            response = aws_cloudwatch_client.get_metric_data(
                 MetricDataQueries=[
                     {
                         "Id": "m1",
@@ -2434,14 +2434,14 @@ def assert_results():
     )
     @markers.aws.validated
     @pytest.mark.skipif(is_old_provider(), reason="not supported by the old provider")
-    def test_label_generation(self, aws_client, snapshot, input_pairs):
+    def test_label_generation(self, aws_cloudwatch_client, snapshot, input_pairs):
         # Whenever values differ for a statistic type or period, that value is added to the label
         utc_now = datetime.now(tz=UTC)
 
         namespace1 = f"test/{short_uid()}"
         # put metric data
         values = [0, 2, 7, 100]
-        aws_client.cloudwatch.put_metric_data(
+        aws_cloudwatch_client.put_metric_data(
             Namespace=namespace1,
             MetricData=[
                 {"MetricName": "metric1", "Value": val, "Unit": "Seconds"} for val in values
@@ -2451,7 +2451,7 @@ def test_label_generation(self, aws_client, snapshot, input_pairs):
         # get_metric_data
 
         def _get_metric_data():
-            return aws_client.cloudwatch.get_metric_data(
+            return aws_cloudwatch_client.get_metric_data(
                 MetricDataQueries=[
                     {
                         "Id": f"result_{stat}_{str(period)}_{unit}",
@@ -2471,16 +2471,16 @@ def _get_metric_data():
         def _match_results():
             response = _get_metric_data()
             # keep one assert to avoid storing incorrect values
-            sum = [
+            _sum = [
                 res for res in response["MetricDataResults"] if res["Id"].startswith("result_Sum")
             ][0]
-            assert [int(val) for val in sum["Values"]] == [109]
+            assert [int(val) for val in _sum["Values"]] == [109]
             snapshot.match("label_generation", response)
 
         retry(_match_results, retries=10, sleep=1.0)
 
     @markers.aws.validated
-    def test_get_metric_with_null_dimensions(self, aws_client, snapshot):
+    def test_get_metric_with_null_dimensions(self, aws_cloudwatch_client, snapshot):
         """
         This test validates the behaviour when there is metric data with dimensions and the get_metric_data call
         has no dimensions specified. The expected behaviour is that the call should return the metric data with
@@ -2491,7 +2491,7 @@ def test_get_metric_with_null_dimensions(self, aws_client, snapshot):
         snapshot.add_transformer(snapshot.transform.key_value("Label"))
         namespace = f"n-{short_uid()}"
         metric_name = "m-test"
-        aws_client.cloudwatch.put_metric_data(
+        aws_cloudwatch_client.put_metric_data(
             Namespace=namespace,
             MetricData=[
                 {
@@ -2509,7 +2509,7 @@ def test_get_metric_with_null_dimensions(self, aws_client, snapshot):
         )
 
         def assert_results():
-            response = aws_client.cloudwatch.get_metric_data(
+            response = aws_cloudwatch_client.get_metric_data(
                 MetricDataQueries=[
                     {
                         "Id": "m1",
@@ -2524,8 +2524,8 @@ def assert_results():
                         },
                     }
                 ],
-                StartTime=datetime.utcnow() - timedelta(hours=1),
-                EndTime=datetime.utcnow(),
+                StartTime=datetime.now(tz=UTC) - timedelta(hours=1),
+                EndTime=datetime.now(tz=UTC),
             )
             assert len(response["MetricDataResults"][0]["Values"]) == 0
             snapshot.match("get_metric_with_null_dimensions", response)
@@ -2533,6 +2533,8 @@ def assert_results():
         retry(assert_results, retries=10, sleep=1.0, sleep_before=2 if is_aws_cloud() else 0.0)
 
     @markers.aws.validated
+    # we're not testing multi protocols for this test because we're not snapshotting any CloudWatch response
+    # and are only testing Lambda logic
     def test_alarm_lambda_target(
         self, aws_client, create_lambda_function, cleanups, account_id, snapshot
     ):
@@ -2600,12 +2602,12 @@ def log_group_exists():
         snapshot.match("lambda-alarm-invocations", invocation_res)
 
     @markers.aws.validated
-    def test_get_metric_with_no_results(self, snapshot, aws_client):
+    def test_get_metric_with_no_results(self, snapshot, aws_cloudwatch_client):
         utc_now = datetime.now(tz=UTC)
         namespace = f"n-{short_uid()}"
         metric = f"m-{short_uid()}"
 
-        aws_client.cloudwatch.put_metric_data(
+        aws_cloudwatch_client.put_metric_data(
             Namespace=namespace,
             MetricData=[
                 {
@@ -2616,14 +2618,14 @@ def test_get_metric_with_no_results(self, snapshot, aws_client):
         )
 
         def assert_metric_ready():
-            list_of_metrics = aws_client.cloudwatch.list_metrics(
+            list_of_metrics = aws_cloudwatch_client.list_metrics(
                 Namespace=namespace, MetricName=metric
             )
             assert len(list_of_metrics["Metrics"]) == 1
 
         retry(assert_metric_ready, sleep=1, retries=10)
 
-        data = aws_client.cloudwatch.get_metric_data(
+        data = aws_cloudwatch_client.get_metric_data(
             MetricDataQueries=[
                 {
                     "Id": "result",
@@ -2652,6 +2654,7 @@ def assert_metric_ready():
     @markers.aws.only_localstack
     @pytest.mark.skipif(is_old_provider(), reason="old provider has known concurrency issues")
     # test some basic concurrency tasks
+    # this test is not enabled for multi-protocols as there is nothing to gain from it
     def test_parallel_put_metric_data_list_metrics(self, aws_client):
         num_threads = 20
         create_barrier = threading.Barrier(num_threads)
@@ -2681,7 +2684,7 @@ def _put_metric_get_metric_data(runner: int):
                         ],
                     )
                 else:
-                    now = datetime.utcnow().replace(microsecond=0)
+                    now = datetime.now(tz=UTC).replace(microsecond=0)
                     start_time = now - timedelta(minutes=10)
                     end_time = now + timedelta(minutes=5)
                     aws_client.cloudwatch.get_metric_data(
@@ -2737,11 +2740,11 @@ def _put_metric_get_metric_data(runner: int):
             "$..describe-alarm.MetricAlarms..StateTransitionedTimestamp",
         ],
     )
-    def test_delete_alarm(self, aws_client, snapshot):
+    def test_delete_alarm(self, aws_cloudwatch_client, snapshot):
         snapshot.add_transformer(snapshot.transform.cloudwatch_api())
 
         alarm_name = "test-alarm"
-        aws_client.cloudwatch.put_metric_alarm(
+        aws_cloudwatch_client.put_metric_alarm(
             AlarmName="test-alarm",
             Namespace=f"my-namespace-{short_uid()}",
             MetricName="metric1",
@@ -2751,13 +2754,13 @@ def test_delete_alarm(self, aws_client, snapshot):
             Statistic="Sum",
             Threshold=30,
         )
-        result = aws_client.cloudwatch.describe_alarms(AlarmNames=[alarm_name])
+        result = aws_cloudwatch_client.describe_alarms(AlarmNames=[alarm_name])
         snapshot.match("describe-alarm", result)
 
-        delete_result = aws_client.cloudwatch.delete_alarms(AlarmNames=[alarm_name])
+        delete_result = aws_cloudwatch_client.delete_alarms(AlarmNames=[alarm_name])
         snapshot.match("delete-alarm", delete_result)
 
-        describe_alarm = aws_client.cloudwatch.describe_alarms(AlarmNames=[alarm_name])
+        describe_alarm = aws_cloudwatch_client.describe_alarms(AlarmNames=[alarm_name])
         snapshot.match("describe-after-delete", describe_alarm)
 
     @markers.aws.validated
@@ -2767,7 +2770,7 @@ def test_delete_alarm(self, aws_client, snapshot):
             "$..list-metrics..Metrics",
         ],
     )
-    def test_multiple_dimensions_statistics(self, aws_client, snapshot):
+    def test_multiple_dimensions_statistics(self, aws_cloudwatch_client, snapshot):
         snapshot.add_transformer(snapshot.transform.cloudwatch_api())
 
         utc_now = datetime.now(tz=UTC)
@@ -2781,7 +2784,7 @@ def test_multiple_dimensions_statistics(self, aws_client, snapshot):
             {"Name": "uri", "Value": "/greetings"},
             {"Name": "status", "Value": "200"},
         ]
-        aws_client.cloudwatch.put_metric_data(
+        aws_cloudwatch_client.put_metric_data(
             Namespace=namespace,
             MetricData=[
                 {
@@ -2794,7 +2797,7 @@ def test_multiple_dimensions_statistics(self, aws_client, snapshot):
                 }
             ],
         )
-        aws_client.cloudwatch.put_metric_data(
+        aws_cloudwatch_client.put_metric_data(
             Namespace=namespace,
             MetricData=[
                 {
@@ -2809,7 +2812,7 @@ def test_multiple_dimensions_statistics(self, aws_client, snapshot):
         )
 
         def assert_results():
-            response = aws_client.cloudwatch.get_metric_data(
+            response = aws_cloudwatch_client.get_metric_data(
                 MetricDataQueries=[
                     {
                         "Id": "result1",
@@ -2837,7 +2840,7 @@ def assert_results():
         retry(assert_results, retries=retries, sleep_before=sleep_before)
 
         def list_metrics():
-            res = aws_client.cloudwatch.list_metrics(
+            res = aws_cloudwatch_client.list_metrics(
                 Namespace=namespace, MetricName=metric_name, Dimensions=dimensions
             )
             assert len(res["Metrics"]) > 0
@@ -2857,11 +2860,11 @@ def sort_dimensions(data: dict):
 
     @markers.aws.validated
     @pytest.mark.skipif(is_old_provider(), reason="New test for v2 provider")
-    def test_invalid_amount_of_datapoints(self, aws_client, snapshot):
+    def test_invalid_amount_of_datapoints(self, aws_cloudwatch_client, snapshot):
         snapshot.add_transformer(snapshot.transform.cloudwatch_api())
         utc_now = datetime.now(tz=UTC)
         with pytest.raises(ClientError) as ex:
-            aws_client.cloudwatch.get_metric_statistics(
+            aws_cloudwatch_client.get_metric_statistics(
                 Namespace="namespace",
                 MetricName="metric_name",
                 StartTime=utc_now,
@@ -2872,7 +2875,7 @@ def test_invalid_amount_of_datapoints(self, aws_client, snapshot):
 
         snapshot.match("error-invalid-amount-datapoints", ex.value.response)
         with pytest.raises(ClientError) as ex:
-            aws_client.cloudwatch.get_metric_statistics(
+            aws_cloudwatch_client.get_metric_statistics(
                 Namespace="namespace",
                 MetricName="metric_name",
                 StartTime=utc_now,
@@ -2883,7 +2886,7 @@ def test_invalid_amount_of_datapoints(self, aws_client, snapshot):
 
         snapshot.match("error-invalid-time-frame", ex.value.response)
 
-        response = aws_client.cloudwatch.get_metric_statistics(
+        response = aws_cloudwatch_client.get_metric_statistics(
             Namespace=f"namespace_{short_uid()}",
             MetricName="metric_name",
             StartTime=utc_now,
diff --git a/tests/aws/services/cloudwatch/test_cloudwatch.snapshot.json b/tests/aws/services/cloudwatch/test_cloudwatch.snapshot.json
index e384ec3860fdb..8a43d28dd8eac 100644
--- a/tests/aws/services/cloudwatch/test_cloudwatch.snapshot.json
+++ b/tests/aws/services/cloudwatch/test_cloudwatch.snapshot.json
@@ -1,49 +1,4267 @@
 {
-  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_enable_disable_alarm_actions": {
-    "recorded-date": "12-09-2023, 12:00:45",
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_alarm_lambda_target": {
+    "recorded-date": "03-01-2024, 17:30:00",
+    "recorded-content": {
+      "lambda-alarm-invocations": {
+        "source": "aws.cloudwatch",
+        "alarmArn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<alarm-name:1>",
+        "accountId": "111111111111",
+        "time": "date",
+        "region": "<region>",
+        "alarmData": {
+          "alarmName": "<alarm-name:1>",
+          "state": {
+            "value": "ALARM",
+            "reason": "testing alarm",
+            "timestamp": "date"
+          },
+          "previousState": {
+            "value": "INSUFFICIENT_DATA",
+            "reason": "Unchecked: Initial alarm creation",
+            "timestamp": "date"
+          },
+          "configuration": {
+            "description": "testing lambda alarm action",
+            "metrics": [
+              {
+                "id": "<uuid:1>",
+                "metricStat": {
+                  "metric": {
+                    "namespace": "namespace",
+                    "name": "metric1",
+                    "dimensions": {}
+                  },
+                  "period": 10,
+                  "stat": "Average"
+                },
+                "returnData": true
+              }
+            ]
+          }
+        }
+      }
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudWatchMultiProtocol::test_basic_operations_multiple_protocols[json]": {
+    "recorded-date": "18-09-2025, 13:56:03",
+    "recorded-content": {
+      "describe-alarms": {
+        "CompositeAlarms": [],
+        "LogAlarms": [],
+        "MetricAlarms": []
+      },
+      "get-metric-data": {
+        "Messages": [],
+        "MetricDataResults": [
+          {
+            "Id": "some",
+            "Label": "<label:1>",
+            "StatusCode": "Complete",
+            "Timestamps": "timestamp",
+            "Values": [
+              41.0
+            ]
+          },
+          {
+            "Id": "part",
+            "Label": "<label:2>",
+            "StatusCode": "Complete",
+            "Timestamps": "timestamp",
+            "Values": [
+              23.0
+            ]
+          }
+        ]
+      }
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudWatchMultiProtocol::test_basic_operations_multiple_protocols[smithy-rpc-v2-cbor]": {
+    "recorded-date": "18-09-2025, 13:56:06",
+    "recorded-content": {
+      "describe-alarms": {
+        "CompositeAlarms": [],
+        "LogAlarms": [],
+        "MetricAlarms": []
+      },
+      "get-metric-data": {
+        "Messages": [],
+        "MetricDataResults": [
+          {
+            "Id": "some",
+            "Label": "<label:1>",
+            "StatusCode": "Complete",
+            "Timestamps": "timestamp",
+            "Values": [
+              41.0
+            ]
+          },
+          {
+            "Id": "part",
+            "Label": "<label:2>",
+            "StatusCode": "Complete",
+            "Timestamps": "timestamp",
+            "Values": [
+              23.0
+            ]
+          }
+        ]
+      }
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudWatchMultiProtocol::test_basic_operations_multiple_protocols[query]": {
+    "recorded-date": "18-09-2025, 13:56:09",
+    "recorded-content": {
+      "describe-alarms": {
+        "DescribeAlarmsResponse": {
+          "@xmlns": "http://monitoring.amazonaws.com/doc/2010-08-01/",
+          "DescribeAlarmsResult": {
+            "CompositeAlarms": null,
+            "LogAlarms": null,
+            "MetricAlarms": null
+          }
+        }
+      },
+      "get-metric-data": {
+        "GetMetricDataResponse": {
+          "@xmlns": "http://monitoring.amazonaws.com/doc/2010-08-01/",
+          "GetMetricDataResult": {
+            "Messages": null,
+            "MetricDataResults": {
+              "member": [
+                {
+                  "Id": "some",
+                  "Label": "<label:1>",
+                  "StatusCode": "Complete",
+                  "Timestamps": "timestamp",
+                  "Values": {
+                    "member": "41.0"
+                  }
+                },
+                {
+                  "Id": "part",
+                  "Label": "<label:2>",
+                  "StatusCode": "Complete",
+                  "Timestamps": "timestamp",
+                  "Values": {
+                    "member": "23.0"
+                  }
+                }
+              ]
+            }
+          }
+        }
+      }
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudWatchMultiProtocol::test_exception_serializing_with_no_shape_in_spec[json]": {
+    "recorded-date": "22-09-2025, 19:17:52",
+    "recorded-content": {
+      "invalid-value-response": {
+        "__type": "com.amazon.coral.validate#ValidationException",
+        "message": "1 validation error detected: Value 'INVALID' at 'stateValue' failed to satisfy constraint: Member must satisfy enum value set: [INSUFFICIENT_DATA, ALARM, OK]"
+      },
+      "not-found-response": {
+        "__type": "com.amazonaws.cloudwatch.v2010_08_01#ResourceNotFound"
+      },
+      "not-found-response-query-mode-true": {
+        "__type": "com.amazonaws.cloudwatch.v2010_08_01#ResourceNotFound"
+      }
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudWatchMultiProtocol::test_exception_serializing_with_no_shape_in_spec[smithy-rpc-v2-cbor]": {
+    "recorded-date": "22-09-2025, 19:17:53",
+    "recorded-content": {
+      "invalid-value-response": {
+        "__type": "com.amazon.coral.validate#ValidationException",
+        "message": "1 validation error detected: Value 'INVALID' at 'stateValue' failed to satisfy constraint: Member must satisfy enum value set: [INSUFFICIENT_DATA, ALARM, OK]"
+      },
+      "not-found-response": {
+        "__type": "com.amazonaws.cloudwatch.v2010_08_01#ResourceNotFound"
+      },
+      "not-found-response-query-mode-true": {
+        "__type": "com.amazonaws.cloudwatch.v2010_08_01#ResourceNotFound"
+      }
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudWatchMultiProtocol::test_exception_serializing_with_no_shape_in_spec[query]": {
+    "recorded-date": "22-09-2025, 19:17:54",
+    "recorded-content": {
+      "invalid-value-response": {
+        "ErrorResponse": {
+          "@xmlns": "http://monitoring.amazonaws.com/doc/2010-08-01/",
+          "Error": {
+            "Code": "ValidationError",
+            "Message": "1 validation error detected: Value 'INVALID' at 'stateValue' failed to satisfy constraint: Member must satisfy enum value set: [INSUFFICIENT_DATA, ALARM, OK]",
+            "Type": "Sender"
+          },
+          "RequestId": "<uuid:1>"
+        }
+      },
+      "not-found-response": {
+        "ErrorResponse": {
+          "@xmlns": "http://monitoring.amazonaws.com/doc/2010-08-01/",
+          "Error": {
+            "Code": "ResourceNotFound",
+            "Type": "Sender"
+          },
+          "RequestId": "<uuid:2>"
+        }
+      },
+      "not-found-response-query-mode-true": {
+        "ErrorResponse": {
+          "@xmlns": "http://monitoring.amazonaws.com/doc/2010-08-01/",
+          "Error": {
+            "Code": "ResourceNotFound",
+            "Type": "Sender"
+          },
+          "RequestId": "<uuid:3>"
+        }
+      }
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_put_metric_data_values_list[query]": {
+    "recorded-date": "19-09-2025, 17:40:30",
+    "recorded-content": {
+      "get_metric_statistics": {
+        "Datapoints": [
+          {
+            "Maximum": 10.0,
+            "SampleCount": 6.0,
+            "Sum": 42.0,
+            "Timestamp": "timestamp",
+            "Unit": "Count"
+          }
+        ],
+        "Label": "test-metric",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_put_metric_data_values_list[json]": {
+    "recorded-date": "19-09-2025, 17:40:31",
+    "recorded-content": {
+      "get_metric_statistics": {
+        "Datapoints": [
+          {
+            "Maximum": 10.0,
+            "SampleCount": 6.0,
+            "Sum": 42.0,
+            "Timestamp": "timestamp",
+            "Unit": "Count"
+          }
+        ],
+        "Label": "test-metric",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_put_metric_data_values_list[smithy-rpc-v2-cbor]": {
+    "recorded-date": "19-09-2025, 17:40:32",
+    "recorded-content": {
+      "get_metric_statistics": {
+        "Datapoints": [
+          {
+            "Maximum": 10.0,
+            "SampleCount": 6.0,
+            "Sum": 42.0,
+            "Timestamp": "timestamp",
+            "Unit": "Count"
+          }
+        ],
+        "Label": "test-metric",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_put_metric_data_validation[query]": {
+    "recorded-date": "19-09-2025, 18:08:03",
+    "recorded-content": {
+      "invalid-param-combination": {
+        "Error": {
+          "Code": "InvalidParameterCombination",
+          "Message": "The parameters MetricData.member.1.Value and MetricData.member.1.Values are mutually exclusive and you have specified both.",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "invalid-param-value": {
+        "Error": {
+          "Code": "InvalidParameterValue",
+          "Message": "The parameters MetricData.member.1.Values and MetricData.member.1.Counts must be of the same size.",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "invalid-param-combination-2": {
+        "Error": {
+          "Code": "InvalidParameterCombination",
+          "Message": "The parameters MetricData.member.1.Value and MetricData.member.1.StatisticValues are mutually exclusive and you have specified both.",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_put_metric_data_validation[json]": {
+    "recorded-date": "19-09-2025, 18:08:04",
+    "recorded-content": {
+      "invalid-param-combination": {
+        "Error": {
+          "Code": "InvalidParameterCombination",
+          "Message": "The parameters MetricData.member.1.Value and MetricData.member.1.Values are mutually exclusive and you have specified both.",
+          "QueryErrorCode": "InvalidParameterCombinationException",
+          "Type": "Sender"
+        },
+        "message": "The parameters MetricData.member.1.Value and MetricData.member.1.Values are mutually exclusive and you have specified both.",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "invalid-param-value": {
+        "Error": {
+          "Code": "InvalidParameterValue",
+          "Message": "The parameters MetricData.member.1.Values and MetricData.member.1.Counts must be of the same size.",
+          "QueryErrorCode": "InvalidParameterValueException",
+          "Type": "Sender"
+        },
+        "message": "The parameters MetricData.member.1.Values and MetricData.member.1.Counts must be of the same size.",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "invalid-param-combination-2": {
+        "Error": {
+          "Code": "InvalidParameterCombination",
+          "Message": "The parameters MetricData.member.1.Value and MetricData.member.1.StatisticValues are mutually exclusive and you have specified both.",
+          "QueryErrorCode": "InvalidParameterCombinationException",
+          "Type": "Sender"
+        },
+        "message": "The parameters MetricData.member.1.Value and MetricData.member.1.StatisticValues are mutually exclusive and you have specified both.",
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+      }
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+          }
+        ],
+        "ResponseMetadata": {
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+            "Value": "bar"
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+          }
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+        }
+      }
+    }
+  },
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+            "Threshold": 1.0
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+        ],
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+          "HTTPStatusCode": 200
+        }
+      }
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+            "Statistic": "Sum",
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+        }
+      }
+    }
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+            "AlarmDescription": "<",
+            "AlarmName": "<alarm-name:1>",
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+            "EvaluationPeriods": 1,
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+      }
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+    "recorded-date": "19-09-2025, 21:03:22",
+    "recorded-content": {
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+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
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+        "AlarmActions": [
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+        ],
+        "AlarmArn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<composite-alarm-name>",
+        "AlarmConfigurationUpdatedTimestamp": "timestamp",
+        "AlarmDescription": "composite alarm description",
+        "AlarmName": "<composite-alarm-name>",
+        "AlarmRule": "ALARM(\"arn:<partition>:cloudwatch:<region>:111111111111:alarm:<simple-alarm-1-name>\") OR ALARM(\"arn:<partition>:cloudwatch:<region>:111111111111:alarm:<simple-alarm-2-name>\")",
+        "InsufficientDataActions": [],
+        "OKActions": [
+          "arn:<partition>:sns:<region>:111111111111:<ok-topic-name>"
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+        "StateReason": "<state-reason:1>",
+        "StateReasonData": {
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+              "arn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<simple-alarm-1-name>",
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+                "timestamp": "date"
+              }
+            }
+          ]
+        },
+        "StateTransitionedTimestamp": "timestamp",
+        "StateUpdatedTimestamp": "timestamp",
+        "StateValue": "ALARM"
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+        "AlarmActions": [
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+        "AlarmArn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<composite-alarm-name>",
+        "AlarmConfigurationUpdatedTimestamp": "timestamp",
+        "AlarmDescription": "composite alarm description",
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+        "AlarmRule": "ALARM(\"arn:<partition>:cloudwatch:<region>:111111111111:alarm:<simple-alarm-1-name>\") OR ALARM(\"arn:<partition>:cloudwatch:<region>:111111111111:alarm:<simple-alarm-2-name>\")",
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+        "OKActions": [
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+        "StateReason": "<state-reason:2>",
+        "StateReasonData": {
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+              "arn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<simple-alarm-1-name>",
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+                "value": "OK",
+                "timestamp": "date"
+              }
+            }
+          ]
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+        "StateUpdatedTimestamp": "timestamp",
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+        ],
+        "AlarmArn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<composite-alarm-name>",
+        "AlarmConfigurationUpdatedTimestamp": "timestamp",
+        "AlarmDescription": "composite alarm description",
+        "AlarmName": "<composite-alarm-name>",
+        "AlarmRule": "ALARM(\"arn:<partition>:cloudwatch:<region>:111111111111:alarm:<simple-alarm-1-name>\") OR ALARM(\"arn:<partition>:cloudwatch:<region>:111111111111:alarm:<simple-alarm-2-name>\")",
+        "InsufficientDataActions": [],
+        "OKActions": [
+          "arn:<partition>:sns:<region>:111111111111:<ok-topic-name>"
+        ],
+        "StateReason": "<state-reason:3>",
+        "StateReasonData": {
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+              "arn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<simple-alarm-2-name>",
+              "state": {
+                "value": "ALARM",
+                "timestamp": "date"
+              }
+            }
+          ]
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+        "StateUpdatedTimestamp": "timestamp",
+        "StateValue": "ALARM"
+      },
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+        "AlarmActions": [
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+        ],
+        "AlarmArn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<composite-alarm-name>",
+        "AlarmConfigurationUpdatedTimestamp": "timestamp",
+        "AlarmDescription": "composite alarm description",
+        "AlarmName": "<composite-alarm-name>",
+        "AlarmRule": "ALARM(\"arn:<partition>:cloudwatch:<region>:111111111111:alarm:<simple-alarm-1-name>\") OR ALARM(\"arn:<partition>:cloudwatch:<region>:111111111111:alarm:<simple-alarm-2-name>\")",
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+        "OKActions": [
+          "arn:<partition>:sns:<region>:111111111111:<ok-topic-name>"
+        ],
+        "StateReason": "<state-reason:4>",
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+              "arn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<simple-alarm-2-name>",
+              "state": {
+                "value": "OK",
+                "timestamp": "date"
+              }
+            }
+          ]
+        },
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+        "StateUpdatedTimestamp": "timestamp",
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+        ],
+        "AlarmArn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<composite-alarm-name>",
+        "AlarmConfigurationUpdatedTimestamp": "timestamp",
+        "AlarmDescription": "composite alarm description",
+        "AlarmName": "<composite-alarm-name>",
+        "AlarmRule": "ALARM(\"arn:<partition>:cloudwatch:<region>:111111111111:alarm:<simple-alarm-1-name>\") OR ALARM(\"arn:<partition>:cloudwatch:<region>:111111111111:alarm:<simple-alarm-2-name>\")",
+        "InsufficientDataActions": [],
+        "OKActions": [
+          "arn:<partition>:sns:<region>:111111111111:<ok-topic-name>"
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+        "StateReason": "<state-reason:5>",
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+              "arn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<simple-alarm-1-name>",
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+                "timestamp": "date"
+              }
+            }
+          ]
+        },
+        "StateTransitionedTimestamp": "timestamp",
+        "StateUpdatedTimestamp": "timestamp",
+        "StateValue": "ALARM"
+      }
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_trigger_composite_alarm[json]": {
+    "recorded-date": "19-09-2025, 21:03:34",
+    "recorded-content": {
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+          "HTTPStatusCode": 200
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+        ],
+        "AlarmArn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<composite-alarm-name>",
+        "AlarmConfigurationUpdatedTimestamp": "timestamp",
+        "AlarmDescription": "composite alarm description",
+        "AlarmName": "<composite-alarm-name>",
+        "AlarmRule": "ALARM(\"arn:<partition>:cloudwatch:<region>:111111111111:alarm:<simple-alarm-1-name>\") OR ALARM(\"arn:<partition>:cloudwatch:<region>:111111111111:alarm:<simple-alarm-2-name>\")",
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+        "OKActions": [
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+              "arn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<simple-alarm-1-name>",
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+                "timestamp": "date"
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+            }
+          ]
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+        "AlarmConfigurationUpdatedTimestamp": "timestamp",
+        "AlarmDescription": "composite alarm description",
+        "AlarmName": "<composite-alarm-name>",
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+        "InsufficientDataActions": [],
+        "OKActions": [
+          "arn:<partition>:sns:<region>:111111111111:<ok-topic-name>"
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+                "timestamp": "date"
+              }
+            }
+          ]
+        },
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+        "StateUpdatedTimestamp": "timestamp",
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+      },
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+        "AlarmActions": [
+          "arn:<partition>:sns:<region>:111111111111:<alarm-topic-name>"
+        ],
+        "AlarmArn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<composite-alarm-name>",
+        "AlarmConfigurationUpdatedTimestamp": "timestamp",
+        "AlarmDescription": "composite alarm description",
+        "AlarmName": "<composite-alarm-name>",
+        "AlarmRule": "ALARM(\"arn:<partition>:cloudwatch:<region>:111111111111:alarm:<simple-alarm-1-name>\") OR ALARM(\"arn:<partition>:cloudwatch:<region>:111111111111:alarm:<simple-alarm-2-name>\")",
+        "InsufficientDataActions": [],
+        "OKActions": [
+          "arn:<partition>:sns:<region>:111111111111:<ok-topic-name>"
+        ],
+        "StateReason": "<state-reason:3>",
+        "StateReasonData": {
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+              "arn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<simple-alarm-2-name>",
+              "state": {
+                "value": "ALARM",
+                "timestamp": "date"
+              }
+            }
+          ]
+        },
+        "StateTransitionedTimestamp": "timestamp",
+        "StateUpdatedTimestamp": "timestamp",
+        "StateValue": "ALARM"
+      },
+      "composite-alarm-in-ok-when-alarm-2-is-back-to-ok": {
+        "ActionsEnabled": true,
+        "AlarmActions": [
+          "arn:<partition>:sns:<region>:111111111111:<alarm-topic-name>"
+        ],
+        "AlarmArn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<composite-alarm-name>",
+        "AlarmConfigurationUpdatedTimestamp": "timestamp",
+        "AlarmDescription": "composite alarm description",
+        "AlarmName": "<composite-alarm-name>",
+        "AlarmRule": "ALARM(\"arn:<partition>:cloudwatch:<region>:111111111111:alarm:<simple-alarm-1-name>\") OR ALARM(\"arn:<partition>:cloudwatch:<region>:111111111111:alarm:<simple-alarm-2-name>\")",
+        "InsufficientDataActions": [],
+        "OKActions": [
+          "arn:<partition>:sns:<region>:111111111111:<ok-topic-name>"
+        ],
+        "StateReason": "<state-reason:4>",
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+              "arn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<simple-alarm-2-name>",
+              "state": {
+                "value": "OK",
+                "timestamp": "date"
+              }
+            }
+          ]
+        },
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+        "StateUpdatedTimestamp": "timestamp",
+        "StateValue": "OK"
+      },
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+        "AlarmActions": [
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+        ],
+        "AlarmArn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<composite-alarm-name>",
+        "AlarmConfigurationUpdatedTimestamp": "timestamp",
+        "AlarmDescription": "composite alarm description",
+        "AlarmName": "<composite-alarm-name>",
+        "AlarmRule": "ALARM(\"arn:<partition>:cloudwatch:<region>:111111111111:alarm:<simple-alarm-1-name>\") OR ALARM(\"arn:<partition>:cloudwatch:<region>:111111111111:alarm:<simple-alarm-2-name>\")",
+        "InsufficientDataActions": [],
+        "OKActions": [
+          "arn:<partition>:sns:<region>:111111111111:<ok-topic-name>"
+        ],
+        "StateReason": "<state-reason:5>",
+        "StateReasonData": {
+          "triggeringAlarms": [
+            {
+              "arn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<simple-alarm-1-name>",
+              "state": {
+                "value": "ALARM",
+                "timestamp": "date"
+              }
+            }
+          ]
+        },
+        "StateTransitionedTimestamp": "timestamp",
+        "StateUpdatedTimestamp": "timestamp",
+        "StateValue": "ALARM"
+      }
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_trigger_composite_alarm[smithy-rpc-v2-cbor]": {
+    "recorded-date": "19-09-2025, 21:03:49",
+    "recorded-content": {
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+        "AlarmActions": [
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+        "AlarmConfigurationUpdatedTimestamp": "timestamp",
+        "AlarmDescription": "composite alarm description",
+        "AlarmName": "<composite-alarm-name>",
+        "AlarmRule": "ALARM(\"arn:<partition>:cloudwatch:<region>:111111111111:alarm:<simple-alarm-1-name>\") OR ALARM(\"arn:<partition>:cloudwatch:<region>:111111111111:alarm:<simple-alarm-2-name>\")",
+        "InsufficientDataActions": [],
+        "OKActions": [
+          "arn:<partition>:sns:<region>:111111111111:<ok-topic-name>"
+        ],
+        "StateReason": "<state-reason:1>",
+        "StateReasonData": {
+          "triggeringAlarms": [
+            {
+              "arn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<simple-alarm-1-name>",
+              "state": {
+                "value": "ALARM",
+                "timestamp": "date"
+              }
+            }
+          ]
+        },
+        "StateTransitionedTimestamp": "timestamp",
+        "StateUpdatedTimestamp": "timestamp",
+        "StateValue": "ALARM"
+      },
+      "composite-alarm-in-ok-when-alarm-1-is-back-to-ok": {
+        "ActionsEnabled": true,
+        "AlarmActions": [
+          "arn:<partition>:sns:<region>:111111111111:<alarm-topic-name>"
+        ],
+        "AlarmArn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<composite-alarm-name>",
+        "AlarmConfigurationUpdatedTimestamp": "timestamp",
+        "AlarmDescription": "composite alarm description",
+        "AlarmName": "<composite-alarm-name>",
+        "AlarmRule": "ALARM(\"arn:<partition>:cloudwatch:<region>:111111111111:alarm:<simple-alarm-1-name>\") OR ALARM(\"arn:<partition>:cloudwatch:<region>:111111111111:alarm:<simple-alarm-2-name>\")",
+        "InsufficientDataActions": [],
+        "OKActions": [
+          "arn:<partition>:sns:<region>:111111111111:<ok-topic-name>"
+        ],
+        "StateReason": "<state-reason:2>",
+        "StateReasonData": {
+          "triggeringAlarms": [
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+              "arn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<simple-alarm-1-name>",
+              "state": {
+                "value": "OK",
+                "timestamp": "date"
+              }
+            }
+          ]
+        },
+        "StateTransitionedTimestamp": "timestamp",
+        "StateUpdatedTimestamp": "timestamp",
+        "StateValue": "OK"
+      },
+      "composite-alarm-in-alarm-when-alarm-2-is-in-alarm": {
+        "ActionsEnabled": true,
+        "AlarmActions": [
+          "arn:<partition>:sns:<region>:111111111111:<alarm-topic-name>"
+        ],
+        "AlarmArn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<composite-alarm-name>",
+        "AlarmConfigurationUpdatedTimestamp": "timestamp",
+        "AlarmDescription": "composite alarm description",
+        "AlarmName": "<composite-alarm-name>",
+        "AlarmRule": "ALARM(\"arn:<partition>:cloudwatch:<region>:111111111111:alarm:<simple-alarm-1-name>\") OR ALARM(\"arn:<partition>:cloudwatch:<region>:111111111111:alarm:<simple-alarm-2-name>\")",
+        "InsufficientDataActions": [],
+        "OKActions": [
+          "arn:<partition>:sns:<region>:111111111111:<ok-topic-name>"
+        ],
+        "StateReason": "<state-reason:3>",
+        "StateReasonData": {
+          "triggeringAlarms": [
+            {
+              "arn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<simple-alarm-2-name>",
+              "state": {
+                "value": "ALARM",
+                "timestamp": "date"
+              }
+            }
+          ]
+        },
+        "StateTransitionedTimestamp": "timestamp",
+        "StateUpdatedTimestamp": "timestamp",
+        "StateValue": "ALARM"
+      },
+      "composite-alarm-in-ok-when-alarm-2-is-back-to-ok": {
+        "ActionsEnabled": true,
+        "AlarmActions": [
+          "arn:<partition>:sns:<region>:111111111111:<alarm-topic-name>"
+        ],
+        "AlarmArn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<composite-alarm-name>",
+        "AlarmConfigurationUpdatedTimestamp": "timestamp",
+        "AlarmDescription": "composite alarm description",
+        "AlarmName": "<composite-alarm-name>",
+        "AlarmRule": "ALARM(\"arn:<partition>:cloudwatch:<region>:111111111111:alarm:<simple-alarm-1-name>\") OR ALARM(\"arn:<partition>:cloudwatch:<region>:111111111111:alarm:<simple-alarm-2-name>\")",
+        "InsufficientDataActions": [],
+        "OKActions": [
+          "arn:<partition>:sns:<region>:111111111111:<ok-topic-name>"
+        ],
+        "StateReason": "<state-reason:4>",
+        "StateReasonData": {
+          "triggeringAlarms": [
+            {
+              "arn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<simple-alarm-2-name>",
+              "state": {
+                "value": "OK",
+                "timestamp": "date"
+              }
+            }
+          ]
+        },
+        "StateTransitionedTimestamp": "timestamp",
+        "StateUpdatedTimestamp": "timestamp",
+        "StateValue": "OK"
+      },
+      "composite-alarm-is-triggered-by-alarm-1-and-then-unchanged-by-alarm-2": {
+        "ActionsEnabled": true,
+        "AlarmActions": [
+          "arn:<partition>:sns:<region>:111111111111:<alarm-topic-name>"
+        ],
+        "AlarmArn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<composite-alarm-name>",
+        "AlarmConfigurationUpdatedTimestamp": "timestamp",
+        "AlarmDescription": "composite alarm description",
+        "AlarmName": "<composite-alarm-name>",
+        "AlarmRule": "ALARM(\"arn:<partition>:cloudwatch:<region>:111111111111:alarm:<simple-alarm-1-name>\") OR ALARM(\"arn:<partition>:cloudwatch:<region>:111111111111:alarm:<simple-alarm-2-name>\")",
+        "InsufficientDataActions": [],
+        "OKActions": [
+          "arn:<partition>:sns:<region>:111111111111:<ok-topic-name>"
+        ],
+        "StateReason": "<state-reason:5>",
+        "StateReasonData": {
+          "triggeringAlarms": [
+            {
+              "arn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<simple-alarm-1-name>",
+              "state": {
+                "value": "ALARM",
+                "timestamp": "date"
+              }
+            }
+          ]
+        },
+        "StateTransitionedTimestamp": "timestamp",
+        "StateUpdatedTimestamp": "timestamp",
+        "StateValue": "ALARM"
+      }
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_put_metric_alarm[query]": {
+    "recorded-date": "19-09-2025, 21:08:24",
+    "recorded-content": {
+      "describe-alarm": {
+        "CompositeAlarms": [],
+        "MetricAlarms": [
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+            "ActionsEnabled": true,
+            "AlarmActions": [
+              "arn:<partition>:sns:<region>:111111111111:<topic_arn>"
+            ],
+            "AlarmArn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<alarm-name:1>",
+            "AlarmConfigurationUpdatedTimestamp": "timestamp",
+            "AlarmDescription": "testing cloudwatch alarms",
+            "AlarmName": "<alarm-name:1>",
+            "ComparisonOperator": "GreaterThanThreshold",
+            "Dimensions": [
+              {
+                "Name": "InstanceId",
+                "Value": "abc"
+              }
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+            "Namespace": "<namespace:1>",
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+            "Period": 10,
+            "StateReason": "Unchecked: Initial alarm creation",
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+            "StateUpdatedTimestamp": "timestamp",
+            "StateValue": "INSUFFICIENT_DATA",
+            "Statistic": "Average",
+            "Threshold": 21.0,
+            "TreatMissingData": "ignore",
+            "Unit": "Seconds"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
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+        "AWSAccountId": "111111111111",
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+          "arn:<partition>:sns:<region>:111111111111:<topic_arn>"
+        ],
+        "AlarmArn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<alarm-name:1>",
+        "AlarmConfigurationUpdatedTimestamp": "date",
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+        "AlarmName": "<alarm-name:1>",
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+        "NewStateReason": "Threshold Crossed: 1 datapoint [21.5 (MM/DD/YY HH:MM:SS)] was greater than the threshold (21.0).",
+        "NewStateValue": "ALARM",
+        "OKActions": [
+          "arn:<partition>:sns:<region>:111111111111:<topic_arn>"
+        ],
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+        "Region": "<region-name-full:1>",
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+          "EvaluationPeriods": 1,
+          "MetricName": "my-metric1",
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+          "StatisticType": "Statistic",
+          "Threshold": 21.0,
+          "TreatMissingData": "ignore",
+          "Unit": "Seconds"
+        }
+      },
+      "describe-alarm-history": {
+        "AlarmHistoryItems": [
+          {
+            "AlarmName": "<alarm-name:1>",
+            "AlarmType": "MetricAlarm",
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+              "version": "1.0",
+              "oldState": {
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+                "stateReason": "Unchecked: Initial alarm creation"
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+                      "value": 21.5
+                    }
+                  ]
+                }
+              }
+            },
+            "HistoryItemType": "StateUpdate",
+            "HistorySummary": "Alarm updated from INSUFFICIENT_DATA to ALARM",
+            "Timestamp": "timestamp"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-alarms-for-metric": {
+        "MetricAlarms": [
+          {
+            "ActionsEnabled": true,
+            "AlarmActions": [
+              "arn:<partition>:sns:<region>:111111111111:<topic_arn>"
+            ],
+            "AlarmArn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<alarm-name:1>",
+            "AlarmConfigurationUpdatedTimestamp": "timestamp",
+            "AlarmDescription": "testing cloudwatch alarms",
+            "AlarmName": "<alarm-name:1>",
+            "ComparisonOperator": "GreaterThanThreshold",
+            "Dimensions": [
+              {
+                "Name": "InstanceId",
+                "Value": "abc"
+              }
+            ],
+            "EvaluationPeriods": 1,
+            "InsufficientDataActions": [],
+            "MetricName": "my-metric1",
+            "Namespace": "<namespace:1>",
+            "OKActions": [
+              "arn:<partition>:sns:<region>:111111111111:<topic_arn>"
+            ],
+            "Period": 10,
+            "StateReason": "Threshold Crossed: 1 datapoint [21.5 (MM/DD/YY HH:MM:SS)] was greater than the threshold (21.0).",
+            "StateReasonData": {
+              "version": "1.0",
+              "queryDate": "date",
+              "startDate": "date",
+              "unit": "Seconds",
+              "statistic": "Average",
+              "period": 10,
+              "recentDatapoints": [
+                21.5
+              ],
+              "threshold": 21.0,
+              "evaluatedDatapoints": [
+                {
+                  "timestamp": "date",
+                  "sampleCount": 2.0,
+                  "value": 21.5
+                }
+              ]
+            },
+            "StateTransitionedTimestamp": "timestamp",
+            "StateUpdatedTimestamp": "timestamp",
+            "StateValue": "ALARM",
+            "Statistic": "Average",
+            "Threshold": 21.0,
+            "TreatMissingData": "ignore",
+            "Unit": "Seconds"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_put_metric_alarm[json]": {
+    "recorded-date": "19-09-2025, 21:08:43",
+    "recorded-content": {
+      "describe-alarm": {
+        "CompositeAlarms": [],
+        "MetricAlarms": [
+          {
+            "ActionsEnabled": true,
+            "AlarmActions": [
+              "arn:<partition>:sns:<region>:111111111111:<topic_arn>"
+            ],
+            "AlarmArn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<alarm-name:1>",
+            "AlarmConfigurationUpdatedTimestamp": "timestamp",
+            "AlarmDescription": "testing cloudwatch alarms",
+            "AlarmName": "<alarm-name:1>",
+            "ComparisonOperator": "GreaterThanThreshold",
+            "Dimensions": [
+              {
+                "Name": "InstanceId",
+                "Value": "abc"
+              }
+            ],
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+            "InsufficientDataActions": [],
+            "MetricName": "my-metric1",
+            "Namespace": "<namespace:1>",
+            "OKActions": [
+              "arn:<partition>:sns:<region>:111111111111:<topic_arn>"
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+            "Period": 10,
+            "StateReason": "Unchecked: Initial alarm creation",
+            "StateTransitionedTimestamp": "timestamp",
+            "StateUpdatedTimestamp": "timestamp",
+            "StateValue": "INSUFFICIENT_DATA",
+            "Statistic": "Average",
+            "Threshold": 21.0,
+            "TreatMissingData": "ignore",
+            "Unit": "Seconds"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "alarm-triggered-sqs-msg": {
+        "AWSAccountId": "111111111111",
+        "AlarmActions": [
+          "arn:<partition>:sns:<region>:111111111111:<topic_arn>"
+        ],
+        "AlarmArn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<alarm-name:1>",
+        "AlarmConfigurationUpdatedTimestamp": "date",
+        "AlarmDescription": "testing cloudwatch alarms",
+        "AlarmName": "<alarm-name:1>",
+        "InsufficientDataActions": [],
+        "NewStateReason": "Threshold Crossed: 1 datapoint [21.5 (MM/DD/YY HH:MM:SS)] was greater than the threshold (21.0).",
+        "NewStateValue": "ALARM",
+        "OKActions": [
+          "arn:<partition>:sns:<region>:111111111111:<topic_arn>"
+        ],
+        "OldStateValue": "INSUFFICIENT_DATA",
+        "Region": "<region-name-full:1>",
+        "StateChangeTime": "date",
+        "Trigger": {
+          "ComparisonOperator": "GreaterThanThreshold",
+          "Dimensions": [
+            {
+              "name": "InstanceId",
+              "value": "abc"
+            }
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+          "EvaluationPeriods": 1,
+          "MetricName": "my-metric1",
+          "Namespace": "<namespace:1>",
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+          "Statistic": "AVERAGE",
+          "StatisticType": "Statistic",
+          "Threshold": 21.0,
+          "TreatMissingData": "ignore",
+          "Unit": "Seconds"
+        }
+      },
+      "describe-alarm-history": {
+        "AlarmHistoryItems": [
+          {
+            "AlarmName": "<alarm-name:1>",
+            "AlarmType": "MetricAlarm",
+            "HistoryData": {
+              "version": "1.0",
+              "oldState": {
+                "stateValue": "INSUFFICIENT_DATA",
+                "stateReason": "Unchecked: Initial alarm creation"
+              },
+              "newState": {
+                "stateValue": "ALARM",
+                "stateReason": "Threshold Crossed: 1 datapoint [21.5 (MM/DD/YY HH:MM:SS)] was greater than the threshold (21.0).",
+                "stateReasonData": {
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+                  "queryDate": "date",
+                  "startDate": "date",
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+                      "value": 21.5
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+                }
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+            },
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+            "HistorySummary": "Alarm updated from INSUFFICIENT_DATA to ALARM",
+            "Timestamp": "timestamp"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-alarms-for-metric": {
+        "MetricAlarms": [
+          {
+            "ActionsEnabled": true,
+            "AlarmActions": [
+              "arn:<partition>:sns:<region>:111111111111:<topic_arn>"
+            ],
+            "AlarmArn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<alarm-name:1>",
+            "AlarmConfigurationUpdatedTimestamp": "timestamp",
+            "AlarmDescription": "testing cloudwatch alarms",
+            "AlarmName": "<alarm-name:1>",
+            "ComparisonOperator": "GreaterThanThreshold",
+            "Dimensions": [
+              {
+                "Name": "InstanceId",
+                "Value": "abc"
+              }
+            ],
+            "EvaluationPeriods": 1,
+            "InsufficientDataActions": [],
+            "MetricName": "my-metric1",
+            "Namespace": "<namespace:1>",
+            "OKActions": [
+              "arn:<partition>:sns:<region>:111111111111:<topic_arn>"
+            ],
+            "Period": 10,
+            "StateReason": "Threshold Crossed: 1 datapoint [21.5 (MM/DD/YY HH:MM:SS)] was greater than the threshold (21.0).",
+            "StateReasonData": {
+              "version": "1.0",
+              "queryDate": "date",
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+              "unit": "Seconds",
+              "statistic": "Average",
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+                  "sampleCount": 2.0,
+                  "value": 21.5
+                }
+              ]
+            },
+            "StateTransitionedTimestamp": "timestamp",
+            "StateUpdatedTimestamp": "timestamp",
+            "StateValue": "ALARM",
+            "Statistic": "Average",
+            "Threshold": 21.0,
+            "TreatMissingData": "ignore",
+            "Unit": "Seconds"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_put_metric_alarm[smithy-rpc-v2-cbor]": {
+    "recorded-date": "19-09-2025, 21:09:02",
+    "recorded-content": {
+      "describe-alarm": {
+        "CompositeAlarms": [],
+        "MetricAlarms": [
+          {
+            "ActionsEnabled": true,
+            "AlarmActions": [
+              "arn:<partition>:sns:<region>:111111111111:<topic_arn>"
+            ],
+            "AlarmArn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<alarm-name:1>",
+            "AlarmConfigurationUpdatedTimestamp": "timestamp",
+            "AlarmDescription": "testing cloudwatch alarms",
+            "AlarmName": "<alarm-name:1>",
+            "ComparisonOperator": "GreaterThanThreshold",
+            "Dimensions": [
+              {
+                "Name": "InstanceId",
+                "Value": "abc"
+              }
+            ],
+            "EvaluationPeriods": 1,
+            "InsufficientDataActions": [],
+            "MetricName": "my-metric1",
+            "Namespace": "<namespace:1>",
+            "OKActions": [
+              "arn:<partition>:sns:<region>:111111111111:<topic_arn>"
+            ],
+            "Period": 10,
+            "StateReason": "Unchecked: Initial alarm creation",
+            "StateTransitionedTimestamp": "timestamp",
+            "StateUpdatedTimestamp": "timestamp",
+            "StateValue": "INSUFFICIENT_DATA",
+            "Statistic": "Average",
+            "Threshold": 21.0,
+            "TreatMissingData": "ignore",
+            "Unit": "Seconds"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "alarm-triggered-sqs-msg": {
+        "AWSAccountId": "111111111111",
+        "AlarmActions": [
+          "arn:<partition>:sns:<region>:111111111111:<topic_arn>"
+        ],
+        "AlarmArn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<alarm-name:1>",
+        "AlarmConfigurationUpdatedTimestamp": "date",
+        "AlarmDescription": "testing cloudwatch alarms",
+        "AlarmName": "<alarm-name:1>",
+        "InsufficientDataActions": [],
+        "NewStateReason": "Threshold Crossed: 1 datapoint [21.5 (MM/DD/YY HH:MM:SS)] was greater than the threshold (21.0).",
+        "NewStateValue": "ALARM",
+        "OKActions": [
+          "arn:<partition>:sns:<region>:111111111111:<topic_arn>"
+        ],
+        "OldStateValue": "INSUFFICIENT_DATA",
+        "Region": "<region-name-full:1>",
+        "StateChangeTime": "date",
+        "Trigger": {
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+          "Dimensions": [
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+              "name": "InstanceId",
+              "value": "abc"
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+          "EvaluationPeriods": 1,
+          "MetricName": "my-metric1",
+          "Namespace": "<namespace:1>",
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+          "Statistic": "AVERAGE",
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+          "Threshold": 21.0,
+          "TreatMissingData": "ignore",
+          "Unit": "Seconds"
+        }
+      },
+      "describe-alarm-history": {
+        "AlarmHistoryItems": [
+          {
+            "AlarmName": "<alarm-name:1>",
+            "AlarmType": "MetricAlarm",
+            "HistoryData": {
+              "version": "1.0",
+              "oldState": {
+                "stateValue": "INSUFFICIENT_DATA",
+                "stateReason": "Unchecked: Initial alarm creation"
+              },
+              "newState": {
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+                "stateReason": "Threshold Crossed: 1 datapoint [21.5 (MM/DD/YY HH:MM:SS)] was greater than the threshold (21.0).",
+                "stateReasonData": {
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+            "Timestamp": "timestamp"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-alarms-for-metric": {
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+              "arn:<partition>:sns:<region>:111111111111:<topic_arn>"
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+          "HTTPStatusCode": 200
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+            "Unit": "Seconds"
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+          "HTTPStatusCode": 200
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+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_aws_sqs_metrics_created[query]": {
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+    "recorded-content": {
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+        "MetricDataResults": [
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+            ]
+          },
+          {
+            "Id": "sent_size",
+            "Label": "SentMessageSize",
+            "StatusCode": "Complete",
+            "Timestamps": "timestamp",
+            "Values": [
+              5.0
+            ]
+          },
+          {
+            "Id": "empty_receives",
+            "Label": "NumberOfEmptyReceives",
+            "StatusCode": "Complete",
+            "Timestamps": "timestamp",
+            "Values": [
+              1.0
+            ]
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "get_metric_data_2": {
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+        "MetricDataResults": [
+          {
+            "Id": "num_msg_received",
+            "Label": "NumberOfMessagesReceived",
+            "StatusCode": "Complete",
+            "Timestamps": "timestamp",
+            "Values": [
+              1.0
+            ]
+          },
+          {
+            "Id": "num_msg_deleted",
+            "Label": "NumberOfMessagesDeleted",
+            "StatusCode": "Complete",
+            "Timestamps": "timestamp",
+            "Values": [
+              1.0
+            ]
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_aws_sqs_metrics_created[json]": {
+    "recorded-date": "19-09-2025, 21:29:00",
+    "recorded-content": {
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+            ]
+          },
+          {
+            "Id": "sent_size",
+            "Label": "SentMessageSize",
+            "StatusCode": "Complete",
+            "Timestamps": "timestamp",
+            "Values": [
+              5.0
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+          },
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+            "Label": "NumberOfEmptyReceives",
+            "StatusCode": "Complete",
+            "Timestamps": "timestamp",
+            "Values": [
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+            ]
+          }
+        ],
+        "ResponseMetadata": {
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+          "HTTPStatusCode": 200
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+      },
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+            "Label": "NumberOfMessagesReceived",
+            "StatusCode": "Complete",
+            "Timestamps": "timestamp",
+            "Values": [
+              1.0
+            ]
+          },
+          {
+            "Id": "num_msg_deleted",
+            "Label": "NumberOfMessagesDeleted",
+            "StatusCode": "Complete",
+            "Timestamps": "timestamp",
+            "Values": [
+              1.0
+            ]
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_aws_sqs_metrics_created[smithy-rpc-v2-cbor]": {
+    "recorded-date": "19-09-2025, 21:31:00",
+    "recorded-content": {
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+            "Timestamps": "timestamp",
+            "Values": [
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+            ]
+          },
+          {
+            "Id": "sent_size",
+            "Label": "SentMessageSize",
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+            "Timestamps": "timestamp",
+            "Values": [
+              5.0
+            ]
+          },
+          {
+            "Id": "empty_receives",
+            "Label": "NumberOfEmptyReceives",
+            "StatusCode": "Complete",
+            "Timestamps": "timestamp",
+            "Values": [
+              1.0
+            ]
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
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+            "Id": "num_msg_received",
+            "Label": "NumberOfMessagesReceived",
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+            "Timestamps": "timestamp",
+            "Values": [
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+            ]
+          },
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+            "Label": "NumberOfMessagesDeleted",
+            "StatusCode": "Complete",
+            "Timestamps": "timestamp",
+            "Values": [
+              1.0
+            ]
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_invalid_dashboard_name[query]": {
+    "recorded-date": "19-09-2025, 21:32:13",
+    "recorded-content": {
+      "error-invalid-dashboardname": {
+        "Error": {
+          "Code": "InvalidParameterValue",
+          "Message": "The value for field DashboardName contains invalid characters. It can only contain alphanumerics, dash (-) and underscore (_).\n",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_invalid_dashboard_name[json]": {
+    "recorded-date": "19-09-2025, 21:32:13",
+    "recorded-content": {
+      "error-invalid-dashboardname": {
+        "Error": {
+          "Code": "InvalidParameterValue",
+          "Message": "The value for field DashboardName contains invalid characters. It can only contain alphanumerics, dash (-) and underscore (_).\n",
+          "QueryErrorCode": "InvalidParameterValueException",
+          "Type": "Sender"
+        },
+        "message": "The value for field DashboardName contains invalid characters. It can only contain alphanumerics, dash (-) and underscore (_).\n",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_invalid_dashboard_name[smithy-rpc-v2-cbor]": {
+    "recorded-date": "19-09-2025, 21:32:13",
+    "recorded-content": {
+      "error-invalid-dashboardname": {
+        "Error": {
+          "Code": "InvalidParameterValue",
+          "Message": "The value for field DashboardName contains invalid characters. It can only contain alphanumerics, dash (-) and underscore (_).\n",
+          "QueryErrorCode": "InvalidParameterValueException",
+          "Type": "Sender"
+        },
+        "message": "The value for field DashboardName contains invalid characters. It can only contain alphanumerics, dash (-) and underscore (_).\n",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_dashboard_lifecycle[query]": {
+    "recorded-date": "19-09-2025, 21:32:55",
+    "recorded-content": {
+      "get_dashboard": {
+        "DashboardArn": "arn:<partition>:cloudwatch::111111111111:dashboard/<dashboard-name:1>",
+        "DashboardBody": {
+          "widgets": [
+            {
+              "type": "metric",
+              "x": 0,
+              "y": 0,
+              "width": 6,
+              "height": 6,
+              "properties": {
+                "metrics": [
+                  [
+                    "AWS/EC2",
+                    "CPUUtilization",
+                    "InstanceId",
+                    "i-12345678"
+                  ]
+                ],
+                "region": "<region>",
+                "view": "timeSeries",
+                "stacked": false
+              }
+            }
+          ]
+        },
+        "DashboardName": "<dashboard-name:1>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "list_dashboards": {
+        "DashboardEntries": [
+          {
+            "DashboardArn": "arn:<partition>:cloudwatch::111111111111:dashboard/<dashboard-name:1>",
+            "DashboardName": "<dashboard-name:1>",
+            "LastModified": "datetime",
+            "Size": 240
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "list_dashboards_prefix_empty": {
+        "DashboardEntries": [],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "list_dashboards_prefix": {
+        "DashboardEntries": [
+          {
+            "DashboardArn": "arn:<partition>:cloudwatch::111111111111:dashboard/<dashboard-name:1>",
+            "DashboardName": "<dashboard-name:1>",
+            "LastModified": "datetime",
+            "Size": 240
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "list_dashboards_empty": {
+        "DashboardEntries": [],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_dashboard_lifecycle[json]": {
+    "recorded-date": "19-09-2025, 21:32:56",
+    "recorded-content": {
+      "get_dashboard": {
+        "DashboardArn": "arn:<partition>:cloudwatch::111111111111:dashboard/<dashboard-name:1>",
+        "DashboardBody": {
+          "widgets": [
+            {
+              "type": "metric",
+              "x": 0,
+              "y": 0,
+              "width": 6,
+              "height": 6,
+              "properties": {
+                "metrics": [
+                  [
+                    "AWS/EC2",
+                    "CPUUtilization",
+                    "InstanceId",
+                    "i-12345678"
+                  ]
+                ],
+                "region": "<region>",
+                "view": "timeSeries",
+                "stacked": false
+              }
+            }
+          ]
+        },
+        "DashboardName": "<dashboard-name:1>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "list_dashboards": {
+        "DashboardEntries": [
+          {
+            "DashboardArn": "arn:<partition>:cloudwatch::111111111111:dashboard/<dashboard-name:1>",
+            "DashboardName": "<dashboard-name:1>",
+            "LastModified": "datetime",
+            "Size": 240
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "list_dashboards_prefix_empty": {
+        "DashboardEntries": [],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "list_dashboards_prefix": {
+        "DashboardEntries": [
+          {
+            "DashboardArn": "arn:<partition>:cloudwatch::111111111111:dashboard/<dashboard-name:1>",
+            "DashboardName": "<dashboard-name:1>",
+            "LastModified": "datetime",
+            "Size": 240
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "list_dashboards_empty": {
+        "DashboardEntries": [],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_dashboard_lifecycle[smithy-rpc-v2-cbor]": {
+    "recorded-date": "19-09-2025, 21:32:58",
+    "recorded-content": {
+      "get_dashboard": {
+        "DashboardArn": "arn:<partition>:cloudwatch::111111111111:dashboard/<dashboard-name:1>",
+        "DashboardBody": {
+          "widgets": [
+            {
+              "type": "metric",
+              "x": 0,
+              "y": 0,
+              "width": 6,
+              "height": 6,
+              "properties": {
+                "metrics": [
+                  [
+                    "AWS/EC2",
+                    "CPUUtilization",
+                    "InstanceId",
+                    "i-12345678"
+                  ]
+                ],
+                "region": "<region>",
+                "view": "timeSeries",
+                "stacked": false
+              }
+            }
+          ]
+        },
+        "DashboardName": "<dashboard-name:1>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "list_dashboards": {
+        "DashboardEntries": [
+          {
+            "DashboardArn": "arn:<partition>:cloudwatch::111111111111:dashboard/<dashboard-name:1>",
+            "DashboardName": "<dashboard-name:1>",
+            "LastModified": "datetime",
+            "Size": 240
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "list_dashboards_prefix_empty": {
+        "DashboardEntries": [],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "list_dashboards_prefix": {
+        "DashboardEntries": [
+          {
+            "DashboardArn": "arn:<partition>:cloudwatch::111111111111:dashboard/<dashboard-name:1>",
+            "DashboardName": "<dashboard-name:1>",
+            "LastModified": "datetime",
+            "Size": 240
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "list_dashboards_empty": {
+        "DashboardEntries": [],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_create_metric_stream[query]": {
+    "recorded-date": "19-09-2025, 21:35:54",
+    "recorded-content": {
+      "create_metric_stream": {
+        "Arn": "arn:<partition>:cloudwatch:<region>:111111111111:metric-stream/<name:1>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "get_metric_stream": {
+        "Arn": "arn:<partition>:cloudwatch:<region>:111111111111:metric-stream/<name:1>",
+        "CreationDate": "datetime",
+        "FirehoseArn": "<firehose-arn:1>",
+        "IncludeLinkedAccountsMetrics": false,
+        "LastUpdateDate": "datetime",
+        "Name": "<name:1>",
+        "OutputFormat": "json",
+        "RoleArn": "<role-arn:1>",
+        "State": "running",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "start_metric_stream": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "stop_metric_stream": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "delete_metric_stream": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_create_metric_stream[json]": {
+    "recorded-date": "19-09-2025, 21:39:06",
     "recorded-content": {
-      "cloudwatch_sns_subscription": {
-        "SubscriptionArn": "arn:<partition>:sns:<region>:111111111111:<topic_arn>:<SubscriptionArn:1>",
+      "create_metric_stream": {
+        "Arn": "arn:<partition>:cloudwatch:<region>:111111111111:metric-stream/<name:1>",
         "ResponseMetadata": {
           "HTTPHeaders": {},
           "HTTPStatusCode": 200
         }
       },
-      "describe_alarm": {
-        "CompositeAlarms": [],
-        "MetricAlarms": [
+      "get_metric_stream": {
+        "Arn": "arn:<partition>:cloudwatch:<region>:111111111111:metric-stream/<name:1>",
+        "CreationDate": "datetime",
+        "FirehoseArn": "<firehose-arn:1>",
+        "IncludeLinkedAccountsMetrics": false,
+        "LastUpdateDate": "datetime",
+        "Name": "<name:1>",
+        "OutputFormat": "json",
+        "RoleArn": "<role-arn:1>",
+        "State": "running",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "start_metric_stream": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "stop_metric_stream": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "delete_metric_stream": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_create_metric_stream[smithy-rpc-v2-cbor]": {
+    "recorded-date": "19-09-2025, 21:41:37",
+    "recorded-content": {
+      "create_metric_stream": {
+        "Arn": "arn:<partition>:cloudwatch:<region>:111111111111:metric-stream/<name:1>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "get_metric_stream": {
+        "Arn": "arn:<partition>:cloudwatch:<region>:111111111111:metric-stream/<name:1>",
+        "CreationDate": "datetime",
+        "FirehoseArn": "<firehose-arn:1>",
+        "IncludeLinkedAccountsMetrics": false,
+        "LastUpdateDate": "datetime",
+        "Name": "<name:1>",
+        "OutputFormat": "json",
+        "RoleArn": "<role-arn:1>",
+        "State": "running",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "start_metric_stream": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "stop_metric_stream": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "delete_metric_stream": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_insight_rule[query]": {
+    "recorded-date": "19-09-2025, 21:45:12",
+    "recorded-content": {
+      "create_insight_rule": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe_insight_rule": {
+        "InsightRules": [
           {
-            "ActionsEnabled": true,
-            "AlarmActions": [
-              "arn:<partition>:sns:<region>:111111111111:<topic_arn>"
-            ],
-            "AlarmArn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<alarm-name:1>",
-            "AlarmConfigurationUpdatedTimestamp": "timestamp",
-            "AlarmDescription": "testing cloudwatch alarms",
-            "AlarmName": "<alarm-name:1>",
-            "ComparisonOperator": "GreaterThanThreshold",
-            "Dimensions": [
-              {
-                "Name": "InstanceId",
-                "Value": "abc"
-              }
-            ],
-            "EvaluationPeriods": 2,
-            "InsufficientDataActions": [],
-            "MetricName": "my-metric101",
-            "Namespace": "<namespace:1>",
-            "OKActions": [
-              "arn:<partition>:sns:<region>:111111111111:<topic_arn>"
-            ],
-            "Period": 10,
-            "StateReason": "Unchecked: Initial alarm creation",
-            "StateTransitionedTimestamp": "timestamp",
-            "StateUpdatedTimestamp": "timestamp",
-            "StateValue": "INSUFFICIENT_DATA",
-            "Statistic": "Average",
-            "Threshold": 2.0,
-            "TreatMissingData": "ignore",
-            "Unit": "Seconds"
+            "ApplyOnTransformedLogs": false,
+            "Definition": {
+              "Schema": {
+                "Name": "<name:1>",
+                "Version": 1
+              },
+              "LogGroupNames": [
+                "API-Gateway-Access-Logs*"
+              ],
+              "LogFormat": "CLF",
+              "Fields": {
+                "4": "IpAddress",
+                "7": "StatusCode"
+              },
+              "Contribution": {
+                "Keys": [
+                  "IpAddress"
+                ],
+                "Filters": [
+                  {
+                    "Match": "StatusCode",
+                    "EqualTo": 200
+                  }
+                ]
+              },
+              "AggregateOn": "Count"
+            },
+            "ManagedRule": false,
+            "Name": "<name:2>",
+            "Schema": "<name:1>/1",
+            "State": "ENABLED"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "disable_insight_rule": {
+        "Failures": [],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "enable_insight_rule": {
+        "Failures": [],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "get_insight_rule_report": {
+        "AggregateValue": 0.0,
+        "AggregationStatistic": "SampleCount",
+        "ApproximateUniqueCount": 0,
+        "Contributors": [],
+        "KeyLabels": [
+          "IpAddress"
+        ],
+        "MetricDatapoints": [
+          {
+            "Timestamp": "timestamp",
+            "UniqueContributors": 0.0
+          },
+          {
+            "Timestamp": "timestamp",
+            "UniqueContributors": 0.0
+          },
+          {
+            "Timestamp": "timestamp",
+            "UniqueContributors": 0.0
+          },
+          {
+            "Timestamp": "timestamp",
+            "UniqueContributors": 0.0
+          },
+          {
+            "Timestamp": "timestamp",
+            "UniqueContributors": 0.0
+          },
+          {
+            "Timestamp": "timestamp",
+            "UniqueContributors": 0.0
+          },
+          {
+            "Timestamp": "timestamp",
+            "UniqueContributors": 0.0
+          },
+          {
+            "Timestamp": "timestamp",
+            "UniqueContributors": 0.0
+          },
+          {
+            "Timestamp": "timestamp",
+            "UniqueContributors": 0.0
+          },
+          {
+            "Timestamp": "timestamp",
+            "UniqueContributors": 0.0
+          },
+          {
+            "Timestamp": "timestamp",
+            "UniqueContributors": 0.0
+          },
+          {
+            "Timestamp": "timestamp",
+            "UniqueContributors": 0.0
+          },
+          {
+            "Timestamp": "timestamp",
+            "UniqueContributors": 0.0
           }
         ],
         "ResponseMetadata": {
@@ -51,41 +4269,58 @@
           "HTTPStatusCode": 200
         }
       },
-      "alarm-state-describe": {
-        "CompositeAlarms": [],
-        "MetricAlarms": [
+      "delete_insight_rule": {
+        "Failures": [],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_insight_rule[json]": {
+    "recorded-date": "19-09-2025, 21:45:14",
+    "recorded-content": {
+      "create_insight_rule": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe_insight_rule": {
+        "InsightRules": [
           {
-            "ActionsEnabled": true,
-            "AlarmActions": [
-              "arn:<partition>:sns:<region>:111111111111:<topic_arn>"
-            ],
-            "AlarmArn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<alarm-name:1>",
-            "AlarmConfigurationUpdatedTimestamp": "timestamp",
-            "AlarmDescription": "testing cloudwatch alarms",
-            "AlarmName": "<alarm-name:1>",
-            "ComparisonOperator": "GreaterThanThreshold",
-            "Dimensions": [
-              {
-                "Name": "InstanceId",
-                "Value": "abc"
-              }
-            ],
-            "EvaluationPeriods": 2,
-            "InsufficientDataActions": [],
-            "MetricName": "my-metric101",
-            "Namespace": "<namespace:1>",
-            "OKActions": [
-              "arn:<partition>:sns:<region>:111111111111:<topic_arn>"
-            ],
-            "Period": 10,
-            "StateReason": "testing alarm",
-            "StateTransitionedTimestamp": "timestamp",
-            "StateUpdatedTimestamp": "timestamp",
-            "StateValue": "ALARM",
-            "Statistic": "Average",
-            "Threshold": 2.0,
-            "TreatMissingData": "ignore",
-            "Unit": "Seconds"
+            "ApplyOnTransformedLogs": false,
+            "Definition": {
+              "Schema": {
+                "Name": "<name:1>",
+                "Version": 1
+              },
+              "LogGroupNames": [
+                "API-Gateway-Access-Logs*"
+              ],
+              "LogFormat": "CLF",
+              "Fields": {
+                "4": "IpAddress",
+                "7": "StatusCode"
+              },
+              "Contribution": {
+                "Keys": [
+                  "IpAddress"
+                ],
+                "Filters": [
+                  {
+                    "Match": "StatusCode",
+                    "EqualTo": 200
+                  }
+                ]
+              },
+              "AggregateOn": "Count"
+            },
+            "ManagedRule": false,
+            "Name": "<name:2>",
+            "Schema": "<name:1>/1",
+            "State": "ENABLED"
           }
         ],
         "ResponseMetadata": {
@@ -93,234 +4328,139 @@
           "HTTPStatusCode": 200
         }
       },
-      "alarm-state-sqs-msg": {
-        "AWSAccountId": "111111111111",
-        "AlarmActions": [
-          "arn:<partition>:sns:<region>:111111111111:<topic_arn>"
-        ],
-        "AlarmArn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<alarm-name:1>",
-        "AlarmConfigurationUpdatedTimestamp": "date",
-        "AlarmDescription": "testing cloudwatch alarms",
-        "AlarmName": "<alarm-name:1>",
-        "InsufficientDataActions": [],
-        "NewStateReason": "testing alarm",
-        "NewStateValue": "ALARM",
-        "OKActions": [
-          "arn:<partition>:sns:<region>:111111111111:<topic_arn>"
-        ],
-        "OldStateValue": "INSUFFICIENT_DATA",
-        "Region": "<region-name-full:1>",
-        "StateChangeTime": "date",
-        "Trigger": {
-          "ComparisonOperator": "GreaterThanThreshold",
-          "Dimensions": [
-            {
-              "name": "InstanceId",
-              "value": "abc"
-            }
-          ],
-          "EvaluateLowSampleCountPercentile": "",
-          "EvaluationPeriods": 2,
-          "MetricName": "my-metric101",
-          "Namespace": "<namespace:1>",
-          "Period": 10,
-          "Statistic": "AVERAGE",
-          "StatisticType": "Statistic",
-          "Threshold": 2.0,
-          "TreatMissingData": "ignore",
-          "Unit": "Seconds"
-        }
-      },
-      "describe_alarm_disabled": {
-        "CompositeAlarms": [],
-        "MetricAlarms": [
-          {
-            "ActionsEnabled": false,
-            "AlarmActions": [
-              "arn:<partition>:sns:<region>:111111111111:<topic_arn>"
-            ],
-            "AlarmArn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<alarm-name:1>",
-            "AlarmConfigurationUpdatedTimestamp": "timestamp",
-            "AlarmDescription": "testing cloudwatch alarms",
-            "AlarmName": "<alarm-name:1>",
-            "ComparisonOperator": "GreaterThanThreshold",
-            "Dimensions": [
-              {
-                "Name": "InstanceId",
-                "Value": "abc"
-              }
-            ],
-            "EvaluationPeriods": 2,
-            "InsufficientDataActions": [],
-            "MetricName": "my-metric101",
-            "Namespace": "<namespace:1>",
-            "OKActions": [
-              "arn:<partition>:sns:<region>:111111111111:<topic_arn>"
-            ],
-            "Period": 10,
-            "StateReason": "testing OK state",
-            "StateTransitionedTimestamp": "timestamp",
-            "StateUpdatedTimestamp": "timestamp",
-            "StateValue": "OK",
-            "Statistic": "Average",
-            "Threshold": 2.0,
-            "TreatMissingData": "ignore",
-            "Unit": "Seconds"
-          }
-        ],
+      "disable_insight_rule": {
+        "Failures": [],
         "ResponseMetadata": {
           "HTTPHeaders": {},
           "HTTPStatusCode": 200
         }
       },
-      "ok-state-action-disabled-describe": {
-        "CompositeAlarms": [],
-        "MetricAlarms": [
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-            "ActionsEnabled": false,
-            "AlarmActions": [
-              "arn:<partition>:sns:<region>:111111111111:<topic_arn>"
-            ],
-            "AlarmArn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<alarm-name:1>",
-            "AlarmConfigurationUpdatedTimestamp": "timestamp",
-            "AlarmDescription": "testing cloudwatch alarms",
-            "AlarmName": "<alarm-name:1>",
-            "ComparisonOperator": "GreaterThanThreshold",
-            "Dimensions": [
-              {
-                "Name": "InstanceId",
-                "Value": "abc"
-              }
-            ],
-            "EvaluationPeriods": 2,
-            "InsufficientDataActions": [],
-            "MetricName": "my-metric101",
-            "Namespace": "<namespace:1>",
-            "OKActions": [
-              "arn:<partition>:sns:<region>:111111111111:<topic_arn>"
-            ],
-            "Period": 10,
-            "StateReason": "testing OK state",
-            "StateTransitionedTimestamp": "timestamp",
-            "StateUpdatedTimestamp": "timestamp",
-            "StateValue": "OK",
-            "Statistic": "Average",
-            "Threshold": 2.0,
-            "TreatMissingData": "ignore",
-            "Unit": "Seconds"
-          }
-        ],
+      "enable_insight_rule": {
+        "Failures": [],
         "ResponseMetadata": {
           "HTTPHeaders": {},
           "HTTPStatusCode": 200
         }
       },
-      "describe_alarm_enabled": {
-        "CompositeAlarms": [],
-        "MetricAlarms": [
+      "get_insight_rule_report": {
+        "AggregateValue": 0.0,
+        "AggregationStatistic": "SampleCount",
+        "ApproximateUniqueCount": 0,
+        "Contributors": [],
+        "KeyLabels": [
+          "IpAddress"
+        ],
+        "MetricDatapoints": [
           {
-            "ActionsEnabled": true,
-            "AlarmActions": [
-              "arn:<partition>:sns:<region>:111111111111:<topic_arn>"
-            ],
-            "AlarmArn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<alarm-name:1>",
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-            "StateValue": "OK",
-            "Statistic": "Average",
-            "Threshold": 2.0,
-            "TreatMissingData": "ignore",
-            "Unit": "Seconds"
+            "Timestamp": "timestamp",
+            "UniqueContributors": 0.0
+          },
+          {
+            "Timestamp": "timestamp",
+            "UniqueContributors": 0.0
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+          {
+            "Timestamp": "timestamp",
+            "UniqueContributors": 0.0
+          },
+          {
+            "Timestamp": "timestamp",
+            "UniqueContributors": 0.0
+          },
+          {
+            "Timestamp": "timestamp",
+            "UniqueContributors": 0.0
+          },
+          {
+            "Timestamp": "timestamp",
+            "UniqueContributors": 0.0
+          },
+          {
+            "Timestamp": "timestamp",
+            "UniqueContributors": 0.0
+          },
+          {
+            "Timestamp": "timestamp",
+            "UniqueContributors": 0.0
+          },
+          {
+            "Timestamp": "timestamp",
+            "UniqueContributors": 0.0
+          },
+          {
+            "Timestamp": "timestamp",
+            "UniqueContributors": 0.0
+          },
+          {
+            "Timestamp": "timestamp",
+            "UniqueContributors": 0.0
+          },
+          {
+            "Timestamp": "timestamp",
+            "UniqueContributors": 0.0
+          },
+          {
+            "Timestamp": "timestamp",
+            "UniqueContributors": 0.0
           }
         ],
         "ResponseMetadata": {
           "HTTPHeaders": {},
           "HTTPStatusCode": 200
         }
+      },
+      "delete_insight_rule": {
+        "Failures": [],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
       }
     }
   },
-  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_breaching_alarm_actions": {
-    "recorded-date": "12-09-2023, 11:56:52",
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_insight_rule[smithy-rpc-v2-cbor]": {
+    "recorded-date": "19-09-2025, 21:45:15",
     "recorded-content": {
-      "cloudwatch_sns_subscription": {
-        "SubscriptionArn": "arn:<partition>:sns:<region>:111111111111:<topic_arn>:<SubscriptionArn:1>",
+      "create_insight_rule": {
         "ResponseMetadata": {
           "HTTPHeaders": {},
           "HTTPStatusCode": 200
         }
       },
-      "alarm-1-describe": {
-        "CompositeAlarms": [],
-        "MetricAlarms": [
+      "describe_insight_rule": {
+        "InsightRules": [
           {
-            "ActionsEnabled": true,
-            "AlarmActions": [
-              "arn:<partition>:sns:<region>:111111111111:<topic_arn>"
-            ],
-            "AlarmArn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<alarm-name:1>",
-            "AlarmConfigurationUpdatedTimestamp": "timestamp",
-            "AlarmDescription": "testing cloudwatch alarms",
-            "AlarmName": "<alarm-name:1>",
-            "ComparisonOperator": "GreaterThanThreshold",
-            "Dimensions": [
-              {
-                "Name": "InstanceId",
-                "Value": "abc"
-              }
-            ],
-            "EvaluationPeriods": 2,
-            "InsufficientDataActions": [],
-            "MetricName": "my-metric101",
-            "Namespace": "<namespace:1>",
-            "OKActions": [
-              "arn:<partition>:sns:<region>:111111111111:<topic_arn>"
-            ],
-            "Period": 10,
-            "StateReason": "Threshold Crossed: no datapoints were received for 2 periods and 2 missing datapoints were treated as [Breaching].",
-            "StateReasonData": {
-              "version": "1.0",
-              "queryDate": "date",
-              "unit": "Seconds",
-              "statistic": "Average",
-              "period": 10,
-              "recentDatapoints": [],
-              "threshold": 2.0,
-              "evaluatedDatapoints": [
-                {
-                  "timestamp": "date"
-                },
-                {
-                  "timestamp": "date"
-                }
-              ]
+            "ApplyOnTransformedLogs": false,
+            "Definition": {
+              "Schema": {
+                "Name": "<name:1>",
+                "Version": 1
+              },
+              "LogGroupNames": [
+                "API-Gateway-Access-Logs*"
+              ],
+              "LogFormat": "CLF",
+              "Fields": {
+                "4": "IpAddress",
+                "7": "StatusCode"
+              },
+              "Contribution": {
+                "Keys": [
+                  "IpAddress"
+                ],
+                "Filters": [
+                  {
+                    "Match": "StatusCode",
+                    "EqualTo": 200
+                  }
+                ]
+              },
+              "AggregateOn": "Count"
             },
-            "StateTransitionedTimestamp": "timestamp",
-            "StateUpdatedTimestamp": "timestamp",
-            "StateValue": "ALARM",
-            "Statistic": "Average",
-            "Threshold": 2.0,
-            "TreatMissingData": "breaching",
-            "Unit": "Seconds"
+            "ManagedRule": false,
+            "Name": "<name:2>",
+            "Schema": "<name:1>/1",
+            "State": "ENABLED"
           }
         ],
         "ResponseMetadata": {
@@ -328,84 +4468,80 @@
           "HTTPStatusCode": 200
         }
       },
-      "alarm-1-sqs-msg": {
-        "AWSAccountId": "111111111111",
-        "AlarmActions": [
-          "arn:<partition>:sns:<region>:111111111111:<topic_arn>"
-        ],
-        "AlarmArn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<alarm-name:1>",
-        "AlarmConfigurationUpdatedTimestamp": "date",
-        "AlarmDescription": "testing cloudwatch alarms",
-        "AlarmName": "<alarm-name:1>",
-        "InsufficientDataActions": [],
-        "NewStateReason": "Threshold Crossed: no datapoints were received for 2 periods and 2 missing datapoints were treated as [Breaching].",
-        "NewStateValue": "ALARM",
-        "OKActions": [
-          "arn:<partition>:sns:<region>:111111111111:<topic_arn>"
-        ],
-        "OldStateValue": "INSUFFICIENT_DATA",
-        "Region": "<region-name-full:1>",
-        "StateChangeTime": "date",
-        "Trigger": {
-          "ComparisonOperator": "GreaterThanThreshold",
-          "Dimensions": [
-            {
-              "name": "InstanceId",
-              "value": "abc"
-            }
-          ],
-          "EvaluateLowSampleCountPercentile": "",
-          "EvaluationPeriods": 2,
-          "MetricName": "my-metric101",
-          "Namespace": "<namespace:1>",
-          "Period": 10,
-          "Statistic": "AVERAGE",
-          "StatisticType": "Statistic",
-          "Threshold": 2.0,
-          "TreatMissingData": "breaching",
-          "Unit": "Seconds"
+      "disable_insight_rule": {
+        "Failures": [],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
         }
-      }
-    }
-  },
-  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_put_metric_alarm": {
-    "recorded-date": "12-05-2025, 16:20:57",
-    "recorded-content": {
-      "describe-alarm": {
-        "CompositeAlarms": [],
-        "MetricAlarms": [
+      },
+      "enable_insight_rule": {
+        "Failures": [],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "get_insight_rule_report": {
+        "AggregateValue": 0.0,
+        "AggregationStatistic": "SampleCount",
+        "ApproximateUniqueCount": 0,
+        "Contributors": [],
+        "KeyLabels": [
+          "IpAddress"
+        ],
+        "MetricDatapoints": [
           {
-            "ActionsEnabled": true,
-            "AlarmActions": [
-              "arn:<partition>:sns:<region>:111111111111:<topic_arn>"
-            ],
-            "AlarmArn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<alarm-name:1>",
-            "AlarmConfigurationUpdatedTimestamp": "timestamp",
-            "AlarmDescription": "testing cloudwatch alarms",
-            "AlarmName": "<alarm-name:1>",
-            "ComparisonOperator": "GreaterThanThreshold",
-            "Dimensions": [
-              {
-                "Name": "InstanceId",
-                "Value": "abc"
-              }
-            ],
-            "EvaluationPeriods": 1,
-            "InsufficientDataActions": [],
-            "MetricName": "my-metric1",
-            "Namespace": "<namespace:1>",
-            "OKActions": [
-              "arn:<partition>:sns:<region>:111111111111:<topic_arn>"
-            ],
-            "Period": 10,
-            "StateReason": "Unchecked: Initial alarm creation",
-            "StateTransitionedTimestamp": "timestamp",
-            "StateUpdatedTimestamp": "timestamp",
-            "StateValue": "INSUFFICIENT_DATA",
-            "Statistic": "Average",
-            "Threshold": 21.0,
-            "TreatMissingData": "ignore",
-            "Unit": "Seconds"
+            "Timestamp": "timestamp",
+            "UniqueContributors": 0.0
+          },
+          {
+            "Timestamp": "timestamp",
+            "UniqueContributors": 0.0
+          },
+          {
+            "Timestamp": "timestamp",
+            "UniqueContributors": 0.0
+          },
+          {
+            "Timestamp": "timestamp",
+            "UniqueContributors": 0.0
+          },
+          {
+            "Timestamp": "timestamp",
+            "UniqueContributors": 0.0
+          },
+          {
+            "Timestamp": "timestamp",
+            "UniqueContributors": 0.0
+          },
+          {
+            "Timestamp": "timestamp",
+            "UniqueContributors": 0.0
+          },
+          {
+            "Timestamp": "timestamp",
+            "UniqueContributors": 0.0
+          },
+          {
+            "Timestamp": "timestamp",
+            "UniqueContributors": 0.0
+          },
+          {
+            "Timestamp": "timestamp",
+            "UniqueContributors": 0.0
+          },
+          {
+            "Timestamp": "timestamp",
+            "UniqueContributors": 0.0
+          },
+          {
+            "Timestamp": "timestamp",
+            "UniqueContributors": 0.0
+          },
+          {
+            "Timestamp": "timestamp",
+            "UniqueContributors": 0.0
           }
         ],
         "ResponseMetadata": {
@@ -413,82 +4549,52 @@
           "HTTPStatusCode": 200
         }
       },
-      "alarm-triggered-sqs-msg": {
-        "AWSAccountId": "111111111111",
-        "AlarmActions": [
-          "arn:<partition>:sns:<region>:111111111111:<topic_arn>"
-        ],
-        "AlarmArn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<alarm-name:1>",
-        "AlarmConfigurationUpdatedTimestamp": "date",
-        "AlarmDescription": "testing cloudwatch alarms",
-        "AlarmName": "<alarm-name:1>",
-        "InsufficientDataActions": [],
-        "NewStateReason": "Threshold Crossed: 1 datapoint [21.5 (MM/DD/YY HH:MM:SS)] was greater than the threshold (21.0).",
-        "NewStateValue": "ALARM",
-        "OKActions": [
-          "arn:<partition>:sns:<region>:111111111111:<topic_arn>"
-        ],
-        "OldStateValue": "INSUFFICIENT_DATA",
-        "Region": "<region-name-full:1>",
-        "StateChangeTime": "date",
-        "Trigger": {
-          "ComparisonOperator": "GreaterThanThreshold",
-          "Dimensions": [
-            {
-              "name": "InstanceId",
-              "value": "abc"
-            }
-          ],
-          "EvaluateLowSampleCountPercentile": "",
-          "EvaluationPeriods": 1,
-          "MetricName": "my-metric1",
-          "Namespace": "<namespace:1>",
-          "Period": 10,
-          "Statistic": "AVERAGE",
-          "StatisticType": "Statistic",
-          "Threshold": 21.0,
-          "TreatMissingData": "ignore",
-          "Unit": "Seconds"
+      "delete_insight_rule": {
+        "Failures": [],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_anomaly_detector_lifecycle[query]": {
+    "recorded-date": "19-09-2025, 21:45:48",
+    "recorded-content": {
+      "create_anomaly_detector": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
         }
       },
-      "describe-alarm-history": {
-        "AlarmHistoryItems": [
+      "describe_anomaly_detector": {
+        "AnomalyDetectors": [
           {
-            "AlarmName": "<alarm-name:1>",
-            "AlarmType": "MetricAlarm",
-            "HistoryData": {
-              "version": "1.0",
-              "oldState": {
-                "stateValue": "INSUFFICIENT_DATA",
-                "stateReason": "Unchecked: Initial alarm creation"
-              },
-              "newState": {
-                "stateValue": "ALARM",
-                "stateReason": "Threshold Crossed: 1 datapoint [21.5 (MM/DD/YY HH:MM:SS)] was greater than the threshold (21.0).",
-                "stateReasonData": {
-                  "version": "1.0",
-                  "queryDate": "date",
-                  "startDate": "date",
-                  "unit": "Seconds",
-                  "statistic": "Average",
-                  "period": 10,
-                  "recentDatapoints": [
-                    21.5
-                  ],
-                  "threshold": 21.0,
-                  "evaluatedDatapoints": [
-                    {
-                      "timestamp": "date",
-                      "sampleCount": 2.0,
-                      "value": 21.5
-                    }
-                  ]
-                }
+            "Configuration": {
+              "ExcludedTimeRanges": []
+            },
+            "Dimensions": [
+              {
+                "Name": "DimensionName",
+                "Value": "DimensionValue"
               }
+            ],
+            "MetricName": "MyMetric",
+            "Namespace": "MyNamespace",
+            "SingleMetricAnomalyDetector": {
+              "AccountId": "111111111111",
+              "Dimensions": [
+                {
+                  "Name": "DimensionName",
+                  "Value": "DimensionValue"
+                }
+              ],
+              "MetricName": "MyMetric",
+              "Namespace": "MyNamespace",
+              "Stat": "Sum"
             },
-            "HistoryItemType": "StateUpdate",
-            "HistorySummary": "Alarm updated from INSUFFICIENT_DATA to ALARM",
-            "Timestamp": "timestamp"
+            "Stat": "Sum",
+            "StateValue": "PENDING_TRAINING"
           }
         ],
         "ResponseMetadata": {
@@ -496,100 +4602,103 @@
           "HTTPStatusCode": 200
         }
       },
-      "describe-alarms-for-metric": {
-        "MetricAlarms": [
+      "delete_anomaly_detector": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_anomaly_detector_lifecycle[json]": {
+    "recorded-date": "19-09-2025, 21:45:48",
+    "recorded-content": {
+      "create_anomaly_detector": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe_anomaly_detector": {
+        "AnomalyDetectors": [
           {
-            "ActionsEnabled": true,
-            "AlarmActions": [
-              "arn:<partition>:sns:<region>:111111111111:<topic_arn>"
-            ],
-            "AlarmArn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<alarm-name:1>",
-            "AlarmConfigurationUpdatedTimestamp": "timestamp",
-            "AlarmDescription": "testing cloudwatch alarms",
-            "AlarmName": "<alarm-name:1>",
-            "ComparisonOperator": "GreaterThanThreshold",
+            "Configuration": {
+              "ExcludedTimeRanges": []
+            },
             "Dimensions": [
               {
-                "Name": "InstanceId",
-                "Value": "abc"
+                "Name": "DimensionName",
+                "Value": "DimensionValue"
               }
             ],
-            "EvaluationPeriods": 1,
-            "InsufficientDataActions": [],
-            "MetricName": "my-metric1",
-            "Namespace": "<namespace:1>",
-            "OKActions": [
-              "arn:<partition>:sns:<region>:111111111111:<topic_arn>"
-            ],
-            "Period": 10,
-            "StateReason": "Threshold Crossed: 1 datapoint [21.5 (MM/DD/YY HH:MM:SS)] was greater than the threshold (21.0).",
-            "StateReasonData": {
-              "version": "1.0",
-              "queryDate": "date",
-              "startDate": "date",
-              "unit": "Seconds",
-              "statistic": "Average",
-              "period": 10,
-              "recentDatapoints": [
-                21.5
-              ],
-              "threshold": 21.0,
-              "evaluatedDatapoints": [
+            "MetricName": "MyMetric",
+            "Namespace": "MyNamespace",
+            "SingleMetricAnomalyDetector": {
+              "AccountId": "111111111111",
+              "Dimensions": [
                 {
-                  "timestamp": "date",
-                  "sampleCount": 2.0,
-                  "value": 21.5
+                  "Name": "DimensionName",
+                  "Value": "DimensionValue"
                 }
-              ]
+              ],
+              "MetricName": "MyMetric",
+              "Namespace": "MyNamespace",
+              "Stat": "Sum"
             },
-            "StateTransitionedTimestamp": "timestamp",
-            "StateUpdatedTimestamp": "timestamp",
-            "StateValue": "ALARM",
-            "Statistic": "Average",
-            "Threshold": 21.0,
-            "TreatMissingData": "ignore",
-            "Unit": "Seconds"
+            "Stat": "Sum",
+            "StateValue": "PENDING_TRAINING"
           }
         ],
         "ResponseMetadata": {
           "HTTPHeaders": {},
           "HTTPStatusCode": 200
         }
+      },
+      "delete_anomaly_detector": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
       }
     }
   },
-  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_aws_sqs_metrics_created": {
-    "recorded-date": "25-09-2023, 10:25:29",
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_anomaly_detector_lifecycle[smithy-rpc-v2-cbor]": {
+    "recorded-date": "19-09-2025, 21:45:48",
     "recorded-content": {
-      "get_metric_data": {
-        "Messages": [],
-        "MetricDataResults": [
-          {
-            "Id": "sent",
-            "Label": "NumberOfMessagesSent",
-            "StatusCode": "Complete",
-            "Timestamps": "timestamp",
-            "Values": [
-              1.0
-            ]
-          },
-          {
-            "Id": "sent_size",
-            "Label": "SentMessageSize",
-            "StatusCode": "Complete",
-            "Timestamps": "timestamp",
-            "Values": [
-              5.0
-            ]
-          },
+      "create_anomaly_detector": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe_anomaly_detector": {
+        "AnomalyDetectors": [
           {
-            "Id": "empty_receives",
-            "Label": "NumberOfEmptyReceives",
-            "StatusCode": "Complete",
-            "Timestamps": "timestamp",
-            "Values": [
-              1.0
-            ]
+            "Configuration": {
+              "ExcludedTimeRanges": []
+            },
+            "Dimensions": [
+              {
+                "Name": "DimensionName",
+                "Value": "DimensionValue"
+              }
+            ],
+            "MetricName": "MyMetric",
+            "Namespace": "MyNamespace",
+            "SingleMetricAnomalyDetector": {
+              "AccountId": "111111111111",
+              "Dimensions": [
+                {
+                  "Name": "DimensionName",
+                  "Value": "DimensionValue"
+                }
+              ],
+              "MetricName": "MyMetric",
+              "Namespace": "MyNamespace",
+              "Stat": "Sum"
+            },
+            "Stat": "Sum",
+            "StateValue": "PENDING_TRAINING"
           }
         ],
         "ResponseMetadata": {
@@ -597,28 +4706,7 @@
           "HTTPStatusCode": 200
         }
       },
-      "get_metric_data_2": {
-        "Messages": [],
-        "MetricDataResults": [
-          {
-            "Id": "num_msg_received",
-            "Label": "NumberOfMessagesReceived",
-            "StatusCode": "Complete",
-            "Timestamps": "timestamp",
-            "Values": [
-              1.0
-            ]
-          },
-          {
-            "Id": "num_msg_deleted",
-            "Label": "NumberOfMessagesDeleted",
-            "StatusCode": "Complete",
-            "Timestamps": "timestamp",
-            "Values": [
-              1.0
-            ]
-          }
-        ],
+      "delete_anomaly_detector": {
         "ResponseMetadata": {
           "HTTPHeaders": {},
           "HTTPStatusCode": 200
@@ -626,16 +4714,10 @@
       }
     }
   },
-  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_store_tags": {
-    "recorded-date": "02-09-2024, 14:03:31",
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_describe_minimal_metric_alarm[query]": {
+    "recorded-date": "19-09-2025, 21:47:20",
     "recorded-content": {
-      "put_metric_alarm": {
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "describe_alarms": {
+      "describe_minimal_metric_alarm": {
         "CompositeAlarms": [],
         "MetricAlarms": [
           {
@@ -648,10 +4730,10 @@
             "Dimensions": [],
             "EvaluationPeriods": 1,
             "InsufficientDataActions": [],
-            "MetricName": "store_tags",
+            "MetricName": "<metric-name:1>",
             "Namespace": "<namespace:1>",
             "OKActions": [],
-            "Period": 60,
+            "Period": 10,
             "StateReason": "Unchecked: Initial alarm creation",
             "StateTransitionedTimestamp": "timestamp",
             "StateUpdatedTimestamp": "timestamp",
@@ -664,161 +4746,122 @@
           "HTTPHeaders": {},
           "HTTPStatusCode": 200
         }
-      },
-      "list_tags_for_resource_empty ": {
-        "Tags": [],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "list_tags_for_resource": {
-        "Tags": [
-          {
-            "Key": "tag1",
-            "Value": "foo"
-          },
-          {
-            "Key": "tag2",
-            "Value": "bar"
-          }
-        ],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "list_tags_for_resource_post_untag": {
-        "Tags": [
-          {
-            "Key": "tag2",
-            "Value": "bar"
-          }
-        ],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
       }
     }
   },
-  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_dashboard_lifecycle": {
-    "recorded-date": "21-11-2023, 13:38:11",
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_describe_minimal_metric_alarm[json]": {
+    "recorded-date": "19-09-2025, 21:47:20",
     "recorded-content": {
-      "get_dashboard": {
-        "DashboardArn": "arn:<partition>:cloudwatch::111111111111:dashboard/<dashboard-name:1>",
-        "DashboardBody": {
-          "widgets": [
-            {
-              "type": "metric",
-              "x": 0,
-              "y": 0,
-              "width": 6,
-              "height": 6,
-              "properties": {
-                "metrics": [
-                  [
-                    "AWS/EC2",
-                    "CPUUtilization",
-                    "InstanceId",
-                    "i-12345678"
-                  ]
-                ],
-                "region": "<region>",
-                "view": "timeSeries",
-                "stacked": false
-              }
-            }
-          ]
-        },
-        "DashboardName": "<dashboard-name:1>",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "list_dashboards": {
-        "DashboardEntries": [
+      "describe_minimal_metric_alarm": {
+        "CompositeAlarms": [],
+        "MetricAlarms": [
           {
-            "DashboardArn": "arn:<partition>:cloudwatch::111111111111:dashboard/<dashboard-name:1>",
-            "DashboardName": "<dashboard-name:1>",
-            "LastModified": "datetime",
-            "Size": 225
+            "ActionsEnabled": true,
+            "AlarmActions": [],
+            "AlarmArn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<alarm-name:1>",
+            "AlarmConfigurationUpdatedTimestamp": "timestamp",
+            "AlarmName": "<alarm-name:1>",
+            "ComparisonOperator": "GreaterThanThreshold",
+            "Dimensions": [],
+            "EvaluationPeriods": 1,
+            "InsufficientDataActions": [],
+            "MetricName": "<metric-name:1>",
+            "Namespace": "<namespace:1>",
+            "OKActions": [],
+            "Period": 10,
+            "StateReason": "Unchecked: Initial alarm creation",
+            "StateTransitionedTimestamp": "timestamp",
+            "StateUpdatedTimestamp": "timestamp",
+            "StateValue": "INSUFFICIENT_DATA",
+            "Statistic": "Sum",
+            "Threshold": 30.0
           }
         ],
         "ResponseMetadata": {
           "HTTPHeaders": {},
           "HTTPStatusCode": 200
         }
-      },
-      "list_dashboards_prefix_empty": {
-        "DashboardEntries": [],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "list_dashboards_prefix": {
-        "DashboardEntries": [
+      }
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_describe_minimal_metric_alarm[smithy-rpc-v2-cbor]": {
+    "recorded-date": "19-09-2025, 21:47:21",
+    "recorded-content": {
+      "describe_minimal_metric_alarm": {
+        "CompositeAlarms": [],
+        "MetricAlarms": [
           {
-            "DashboardArn": "arn:<partition>:cloudwatch::111111111111:dashboard/<dashboard-name:1>",
-            "DashboardName": "<dashboard-name:1>",
-            "LastModified": "datetime",
-            "Size": 225
+            "ActionsEnabled": true,
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+            "AlarmArn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<alarm-name:1>",
+            "AlarmConfigurationUpdatedTimestamp": "timestamp",
+            "AlarmName": "<alarm-name:1>",
+            "ComparisonOperator": "GreaterThanThreshold",
+            "Dimensions": [],
+            "EvaluationPeriods": 1,
+            "InsufficientDataActions": [],
+            "MetricName": "<metric-name:1>",
+            "Namespace": "<namespace:1>",
+            "OKActions": [],
+            "Period": 10,
+            "StateReason": "Unchecked: Initial alarm creation",
+            "StateTransitionedTimestamp": "timestamp",
+            "StateUpdatedTimestamp": "timestamp",
+            "StateValue": "INSUFFICIENT_DATA",
+            "Statistic": "Sum",
+            "Threshold": 30.0
           }
         ],
         "ResponseMetadata": {
           "HTTPHeaders": {},
           "HTTPStatusCode": 200
         }
-      },
-      "list_dashboards_empty": {
-        "DashboardEntries": [],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
       }
     }
   },
-  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_create_metric_stream": {
-    "recorded-date": "26-10-2023, 09:12:10",
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_get_metric_data_with_zero_and_labels[query]": {
+    "recorded-date": "19-09-2025, 22:46:59",
     "recorded-content": {
-      "create_metric_stream": {
-        "Arn": "arn:<partition>:cloudwatch:<region>:111111111111:metric-stream/<name:1>",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
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-        "CreationDate": "datetime",
-        "FirehoseArn": "<firehose-arn:1>",
-        "IncludeLinkedAccountsMetrics": false,
-        "LastUpdateDate": "datetime",
-        "Name": "<name:1>",
-        "OutputFormat": "json",
-        "RoleArn": "<role-arn:1>",
-        "State": "running",
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-          "HTTPStatusCode": 200
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-      "start_metric_stream": {
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-          "HTTPStatusCode": 200
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-      "stop_metric_stream": {
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "delete_metric_stream": {
+      "get_metric_data_with_zero_and_labels": {
+        "Messages": [],
+        "MetricDataResults": [
+          {
+            "Id": "result_Average",
+            "Label": "metric1 Average",
+            "StatusCode": "Complete",
+            "Timestamps": "timestamp",
+            "Values": [
+              19.416666666666668
+            ]
+          },
+          {
+            "Id": "result_Sum",
+            "Label": "metric1 Sum",
+            "StatusCode": "Complete",
+            "Timestamps": "timestamp",
+            "Values": [
+              116.5
+            ]
+          },
+          {
+            "Id": "result_Minimum",
+            "Label": "metric1 Minimum",
+            "StatusCode": "Complete",
+            "Timestamps": "timestamp",
+            "Values": [
+              0.0
+            ]
+          },
+          {
+            "Id": "result_Maximum",
+            "Label": "metric1 Maximum",
+            "StatusCode": "Complete",
+            "Timestamps": "timestamp",
+            "Values": [
+              100.0
+            ]
+          }
+        ],
         "ResponseMetadata": {
           "HTTPHeaders": {},
           "HTTPStatusCode": 200
@@ -826,202 +4869,301 @@
       }
     }
   },
-  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_insight_rule": {
-    "recorded-date": "26-10-2023, 10:07:59",
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_get_metric_data_with_zero_and_labels[json]": {
+    "recorded-date": "19-09-2025, 22:47:00",
     "recorded-content": {
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+      "get_metric_data_with_zero_and_labels": {
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+        "MetricDataResults": [
+          {
+            "Id": "result_Average",
+            "Label": "metric1 Average",
+            "StatusCode": "Complete",
+            "Timestamps": "timestamp",
+            "Values": [
+              19.416666666666668
+            ]
+          },
+          {
+            "Id": "result_Sum",
+            "Label": "metric1 Sum",
+            "StatusCode": "Complete",
+            "Timestamps": "timestamp",
+            "Values": [
+              116.5
+            ]
+          },
+          {
+            "Id": "result_Minimum",
+            "Label": "metric1 Minimum",
+            "StatusCode": "Complete",
+            "Timestamps": "timestamp",
+            "Values": [
+              0.0
+            ]
+          },
+          {
+            "Id": "result_Maximum",
+            "Label": "metric1 Maximum",
+            "StatusCode": "Complete",
+            "Timestamps": "timestamp",
+            "Values": [
+              100.0
+            ]
+          }
+        ],
         "ResponseMetadata": {
           "HTTPHeaders": {},
           "HTTPStatusCode": 200
         }
-      },
-      "describe_insight_rule": {
-        "InsightRules": [
+      }
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_get_metric_data_with_zero_and_labels[smithy-rpc-v2-cbor]": {
+    "recorded-date": "19-09-2025, 22:47:02",
+    "recorded-content": {
+      "get_metric_data_with_zero_and_labels": {
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+        "MetricDataResults": [
           {
-            "Definition": {
-              "Schema": {
-                "Name": "<name:1>",
-                "Version": 1
-              },
-              "LogGroupNames": [
-                "API-Gateway-Access-Logs*"
-              ],
-              "LogFormat": "CLF",
-              "Fields": {
-                "4": "IpAddress",
-                "7": "StatusCode"
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-              "Contribution": {
-                "Keys": [
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-              "AggregateOn": "Count"
-            },
-            "ManagedRule": false,
-            "Name": "<name:2>",
-            "Schema": "<name:1>/1",
-            "State": "ENABLED"
+            "Id": "result_Average",
+            "Label": "metric1 Average",
+            "StatusCode": "Complete",
+            "Timestamps": "timestamp",
+            "Values": [
+              19.416666666666668
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           {
-            "Definition": {
-              "Schema": {
-                "Name": "<name:1>",
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-            },
-            "ManagedRule": false,
-            "Name": "<name:3>",
-            "Schema": "<name:1>/1",
-            "State": "ENABLED"
+            "Id": "result_Sum",
+            "Label": "metric1 Sum",
+            "StatusCode": "Complete",
+            "Timestamps": "timestamp",
+            "Values": [
+              116.5
+            ]
           },
           {
-            "Definition": {
-              "Schema": {
-                "Name": "<name:1>",
-                "Version": 1
-              },
-              "LogGroupNames": [
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-            },
-            "ManagedRule": false,
-            "Name": "<name:4>",
-            "Schema": "<name:1>/1",
-            "State": "ENABLED"
+            "Id": "result_Minimum",
+            "Label": "metric1 Minimum",
+            "StatusCode": "Complete",
+            "Timestamps": "timestamp",
+            "Values": [
+              0.0
+            ]
+          },
+          {
+            "Id": "result_Maximum",
+            "Label": "metric1 Maximum",
+            "StatusCode": "Complete",
+            "Timestamps": "timestamp",
+            "Values": [
+              100.0
+            ]
           }
         ],
         "ResponseMetadata": {
           "HTTPHeaders": {},
           "HTTPStatusCode": 200
         }
-      },
-      "disable_insight_rule": {
-        "Failures": [],
+      }
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_get_metric_statistics[query]": {
+    "recorded-date": "19-09-2025, 22:47:57",
+    "recorded-content": {
+      "get_metric_statistics": {
+        "Datapoints": [
+          {
+            "Average": 4.5,
+            "Maximum": 9.0,
+            "Minimum": 0.0,
+            "SampleCount": 10.0,
+            "Sum": 45.0,
+            "Timestamp": "timestamp",
+            "Unit": "None"
+          }
+        ],
+        "Label": "metric",
         "ResponseMetadata": {
           "HTTPHeaders": {},
           "HTTPStatusCode": 200
         }
-      },
-      "enable_insight_rule": {
-        "Failures": [],
+      }
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_get_metric_statistics[json]": {
+    "recorded-date": "19-09-2025, 22:48:01",
+    "recorded-content": {
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+            "Average": 4.5,
+            "Maximum": 9.0,
+            "Minimum": 0.0,
+            "SampleCount": 10.0,
+            "Sum": 45.0,
+            "Timestamp": "timestamp",
+            "Unit": "None"
+          }
+        ],
+        "Label": "metric",
         "ResponseMetadata": {
           "HTTPHeaders": {},
           "HTTPStatusCode": 200
         }
-      },
-      "get_insight_rule_report": {
-        "AggregateValue": 0.0,
-        "AggregationStatistic": "SampleCount",
-        "ApproximateUniqueCount": 0,
-        "Contributors": [],
-        "KeyLabels": [
-          "IpAddress"
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-        "MetricDatapoints": [
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-            "Timestamp": "timestamp",
-            "UniqueContributors": 0.0
-          },
-          {
-            "Timestamp": "timestamp",
-            "UniqueContributors": 0.0
-          },
+      }
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_get_metric_statistics[smithy-rpc-v2-cbor]": {
+    "recorded-date": "19-09-2025, 22:48:04",
+    "recorded-content": {
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           {
+            "Average": 4.5,
+            "Maximum": 9.0,
+            "Minimum": 0.0,
+            "SampleCount": 10.0,
+            "Sum": 45.0,
             "Timestamp": "timestamp",
-            "UniqueContributors": 0.0
-          },
+            "Unit": "None"
+          }
+        ],
+        "Label": "metric",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_handle_different_units[query]": {
+    "recorded-date": "19-09-2025, 22:56:18",
+    "recorded-content": {
+      "get_metric_statistics_with_different_units": {
+        "Datapoints": [
           {
+            "Average": 10.0,
             "Timestamp": "timestamp",
-            "UniqueContributors": 0.0
+            "Unit": "None"
           },
           {
+            "Average": 5.0,
             "Timestamp": "timestamp",
-            "UniqueContributors": 0.0
+            "Unit": "Count"
           },
           {
+            "Average": 1.0,
             "Timestamp": "timestamp",
-            "UniqueContributors": 0.0
-          },
+            "Unit": "Seconds"
+          }
+        ],
+        "Label": "m-test",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_handle_different_units[json]": {
+    "recorded-date": "19-09-2025, 22:56:20",
+    "recorded-content": {
+      "get_metric_statistics_with_different_units": {
+        "Datapoints": [
           {
+            "Average": 10.0,
             "Timestamp": "timestamp",
-            "UniqueContributors": 0.0
+            "Unit": "None"
           },
           {
+            "Average": 5.0,
             "Timestamp": "timestamp",
-            "UniqueContributors": 0.0
+            "Unit": "Count"
           },
           {
+            "Average": 1.0,
             "Timestamp": "timestamp",
-            "UniqueContributors": 0.0
-          },
+            "Unit": "Seconds"
+          }
+        ],
+        "Label": "m-test",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_handle_different_units[smithy-rpc-v2-cbor]": {
+    "recorded-date": "19-09-2025, 22:56:22",
+    "recorded-content": {
+      "get_metric_statistics_with_different_units": {
+        "Datapoints": [
           {
+            "Average": 10.0,
             "Timestamp": "timestamp",
-            "UniqueContributors": 0.0
+            "Unit": "None"
           },
           {
+            "Average": 5.0,
             "Timestamp": "timestamp",
-            "UniqueContributors": 0.0
+            "Unit": "Count"
           },
           {
+            "Average": 1.0,
             "Timestamp": "timestamp",
-            "UniqueContributors": 0.0
-          },
+            "Unit": "Seconds"
+          }
+        ],
+        "Label": "m-test",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_get_metric_data_with_different_units[query]": {
+    "recorded-date": "19-09-2025, 22:57:24",
+    "recorded-content": {
+      "get_metric_data_with_different_units": {
+        "Messages": [],
+        "MetricDataResults": [
           {
-            "Timestamp": "timestamp",
-            "UniqueContributors": 0.0
+            "Id": "m1",
+            "Label": "m-test",
+            "StatusCode": "Complete",
+            "Timestamps": "timestamp",
+            "Values": [
+              1.0
+            ]
           }
         ],
         "ResponseMetadata": {
           "HTTPHeaders": {},
           "HTTPStatusCode": 200
         }
-      },
-      "delete_insight_rule": {
-        "Failures": [],
+      }
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_get_metric_data_with_different_units[json]": {
+    "recorded-date": "19-09-2025, 22:57:26",
+    "recorded-content": {
+      "get_metric_data_with_different_units": {
+        "Messages": [],
+        "MetricDataResults": [
+          {
+            "Id": "m1",
+            "Label": "m-test",
+            "StatusCode": "Complete",
+            "Timestamps": "timestamp",
+            "Values": [
+              1.0
+            ]
+          }
+        ],
         "ResponseMetadata": {
           "HTTPHeaders": {},
           "HTTPStatusCode": 200
@@ -1029,50 +5171,80 @@
       }
     }
   },
-  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_anomaly_detector_lifecycle": {
-    "recorded-date": "26-10-2023, 10:42:43",
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_get_metric_data_with_different_units[smithy-rpc-v2-cbor]": {
+    "recorded-date": "19-09-2025, 22:57:28",
     "recorded-content": {
-      "create_anomaly_detector": {
+      "get_metric_data_with_different_units": {
+        "Messages": [],
+        "MetricDataResults": [
+          {
+            "Id": "m1",
+            "Label": "m-test",
+            "StatusCode": "Complete",
+            "Timestamps": "timestamp",
+            "Values": [
+              1.0
+            ]
+          }
+        ],
         "ResponseMetadata": {
           "HTTPHeaders": {},
           "HTTPStatusCode": 200
         }
-      },
-      "describe_anomaly_detector": {
-        "AnomalyDetectors": [
+      }
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_get_metric_data_different_units_no_unit_in_query[query-metric_data0]": {
+    "recorded-date": "19-09-2025, 22:59:13",
+    "recorded-content": {
+      "get_metric_data_with_no_unit_specified": {
+        "Messages": [],
+        "MetricDataResults": [
           {
-            "Configuration": {
-              "ExcludedTimeRanges": []
-            },
-            "Dimensions": [
+            "Id": "m1",
+            "Label": "m-test",
+            "Messages": [
               {
-                "Name": "DimensionName",
-                "Value": "DimensionValue"
+                "Code": "MultipleUnits",
+                "Value": "Multiple units returned: '[Milliseconds, Seconds]'"
               }
             ],
-            "MetricName": "MyMetric",
-            "Namespace": "MyNamespace",
-            "SingleMetricAnomalyDetector": {
-              "Dimensions": [
-                {
-                  "Name": "DimensionName",
-                  "Value": "DimensionValue"
-                }
-              ],
-              "MetricName": "MyMetric",
-              "Namespace": "MyNamespace",
-              "Stat": "Sum"
-            },
-            "Stat": "Sum",
-            "StateValue": "PENDING_TRAINING"
+            "StatusCode": "Complete",
+            "Timestamps": "timestamp",
+            "Values": [
+              60000.0
+            ]
           }
         ],
         "ResponseMetadata": {
           "HTTPHeaders": {},
           "HTTPStatusCode": 200
         }
-      },
-      "delete_anomaly_detector": {
+      }
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_get_metric_data_different_units_no_unit_in_query[query-metric_data1]": {
+    "recorded-date": "19-09-2025, 22:59:15",
+    "recorded-content": {
+      "get_metric_data_with_no_unit_specified": {
+        "Messages": [],
+        "MetricDataResults": [
+          {
+            "Id": "m1",
+            "Label": "m-test",
+            "Messages": [
+              {
+                "Code": "MultipleUnits",
+                "Value": "Multiple units returned: '[Milliseconds, Seconds]'"
+              }
+            ],
+            "StatusCode": "Complete",
+            "Timestamps": "timestamp",
+            "Values": [
+              120000.0
+            ]
+          }
+        ],
         "ResponseMetadata": {
           "HTTPHeaders": {},
           "HTTPStatusCode": 200
@@ -1080,75 +5252,55 @@
       }
     }
   },
-  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_alarm_lambda_target": {
-    "recorded-date": "03-01-2024, 17:30:00",
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_get_metric_data_different_units_no_unit_in_query[query-metric_data2]": {
+    "recorded-date": "19-09-2025, 22:59:17",
     "recorded-content": {
-      "lambda-alarm-invocations": {
-        "source": "aws.cloudwatch",
-        "alarmArn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<alarm-name:1>",
-        "accountId": "111111111111",
-        "time": "date",
-        "region": "<region>",
-        "alarmData": {
-          "alarmName": "<alarm-name:1>",
-          "state": {
-            "value": "ALARM",
-            "reason": "testing alarm",
-            "timestamp": "date"
-          },
-          "previousState": {
-            "value": "INSUFFICIENT_DATA",
-            "reason": "Unchecked: Initial alarm creation",
-            "timestamp": "date"
-          },
-          "configuration": {
-            "description": "testing lambda alarm action",
-            "metrics": [
+      "get_metric_data_with_no_unit_specified": {
+        "Messages": [],
+        "MetricDataResults": [
+          {
+            "Id": "m1",
+            "Label": "m-test",
+            "Messages": [
               {
-                "id": "<uuid:1>",
-                "metricStat": {
-                  "metric": {
-                    "namespace": "namespace",
-                    "name": "metric1",
-                    "dimensions": {}
-                  },
-                  "period": 10,
-                  "stat": "Average"
-                },
-                "returnData": true
+                "Code": "MultipleUnits",
+                "Value": "Multiple units returned: '[Count, Milliseconds, Seconds]'"
               }
+            ],
+            "StatusCode": "Complete",
+            "Timestamps": "timestamp",
+            "Values": [
+              5.0
             ]
           }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
         }
       }
     }
   },
-  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_describe_minimal_metric_alarm": {
-    "recorded-date": "25-10-2023, 17:17:06",
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_get_metric_data_different_units_no_unit_in_query[json-metric_data0]": {
+    "recorded-date": "19-09-2025, 22:59:20",
     "recorded-content": {
-      "describe_minimal_metric_alarm": {
-        "CompositeAlarms": [],
-        "MetricAlarms": [
+      "get_metric_data_with_no_unit_specified": {
+        "Messages": [],
+        "MetricDataResults": [
           {
-            "ActionsEnabled": true,
-            "AlarmActions": [],
-            "AlarmArn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<alarm-name:1>",
-            "AlarmConfigurationUpdatedTimestamp": "timestamp",
-            "AlarmName": "<alarm-name:1>",
-            "ComparisonOperator": "GreaterThanThreshold",
-            "Dimensions": [],
-            "EvaluationPeriods": 1,
-            "InsufficientDataActions": [],
-            "MetricName": "<metric-name:1>",
-            "Namespace": "<namespace:1>",
-            "OKActions": [],
-            "Period": 10,
-            "StateReason": "Unchecked: Initial alarm creation",
-            "StateTransitionedTimestamp": "timestamp",
-            "StateUpdatedTimestamp": "timestamp",
-            "StateValue": "INSUFFICIENT_DATA",
-            "Statistic": "Sum",
-            "Threshold": 30.0
+            "Id": "m1",
+            "Label": "m-test",
+            "Messages": [
+              {
+                "Code": "MultipleUnits",
+                "Value": "Multiple units returned: '[Milliseconds, Seconds]'"
+              }
+            ],
+            "StatusCode": "Complete",
+            "Timestamps": "timestamp",
+            "Values": [
+              60000.0
+            ]
           }
         ],
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@@ -1158,37 +5310,25 @@
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@@ -1199,19 +5339,25 @@
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@@ -1222,19 +5368,25 @@
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-            "Label": "metric1",
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@@ -1245,19 +5397,25 @@
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+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_get_metric_data_different_units_no_unit_in_query[smithy-rpc-v2-cbor-metric_data1]": {
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@@ -1268,19 +5426,25 @@
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+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_get_metric_data_different_units_no_unit_in_query[smithy-rpc-v2-cbor-metric_data2]": {
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-            "Label": "metric1",
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@@ -1291,19 +5455,28 @@
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-            "Label": "metric1",
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             "Timestamps": "timestamp",
             "Values": [
-              6.0
+              109.0
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+            "Label": "metric1 Minimum 30",
+            "StatusCode": "Complete",
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@@ -1314,19 +5487,28 @@
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-    "recorded-date": "23-11-2023, 15:10:11",
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_label_generation[query-input_pairs1]": {
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+              109.0
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+            "Label": "metric1 Minimum",
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@@ -1337,22 +5519,31 @@
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@@ -1360,47 +5551,87 @@
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+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_label_generation[query-input_pairs3]": {
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-            "Label": "metric1 Average",
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             "StatusCode": "Complete",
             "Timestamps": "timestamp",
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@@ -1410,28 +5641,29 @@
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@@ -1439,19 +5671,28 @@
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-            "Label": "m-test",
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+              109.0
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+            "Label": "metric1 Minimum 30",
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@@ -1462,25 +5703,28 @@
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-            ],
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             "StatusCode": "Complete",
             "Timestamps": "timestamp",
             "Values": [
-              60000.0
+              109.0
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@@ -1491,15 +5735,15 @@
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@@ -1507,12 +5751,12 @@
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@@ -1523,15 +5767,15 @@
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-            "Label": "metric1 Sum",
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@@ -1539,13 +5783,11 @@
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-            "Label": "metric1 Minimum",
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@@ -1555,26 +5797,27 @@
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-                "Value": "Multiple units returned: '[Milliseconds, Seconds]'"
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             "Values": [
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+              109.0
             ]
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@@ -1584,8 +5827,8 @@
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@@ -1600,13 +5843,11 @@
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             "Label": "metric1 30",
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@@ -1616,26 +5857,27 @@
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@@ -1645,8 +5887,8 @@
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+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_label_generation[smithy-rpc-v2-cbor-input_pairs0]": {
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@@ -1661,11 +5903,13 @@
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             "StatusCode": "Complete",
             "Timestamps": "timestamp",
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@@ -1675,8 +5919,8 @@
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     }
   },
-  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_label_generation[input_pairs4]": {
-    "recorded-date": "15-12-2023, 11:27:31",
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_label_generation[smithy-rpc-v2-cbor-input_pairs1]": {
+    "recorded-date": "19-09-2025, 23:00:58",
     "recorded-content": {
       "label_generation": {
         "Messages": [],
@@ -1691,11 +5935,13 @@
             ]
           },
           {
-            "Id": "result_Minimum_60_Milliseconds",
+            "Id": "result_Minimum_60_Seconds",
             "Label": "metric1 Minimum",
             "StatusCode": "Complete",
             "Timestamps": "timestamp",
-            "Values": []
+            "Values": [
+              0.0
+            ]
           }
         ],
         "ResponseMetadata": {
@@ -1705,8 +5951,8 @@
       }
     }
   },
-  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_label_generation[input_pairs5]": {
-    "recorded-date": "15-12-2023, 11:27:33",
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_label_generation[smithy-rpc-v2-cbor-input_pairs2]": {
+    "recorded-date": "19-09-2025, 23:00:59",
     "recorded-content": {
       "label_generation": {
         "Messages": [],
@@ -1721,11 +5967,13 @@
             ]
           },
           {
-            "Id": "result_Sum_30_Milliseconds",
+            "Id": "result_Sum_30_Seconds",
             "Label": "metric1 30",
             "StatusCode": "Complete",
             "Timestamps": "timestamp",
-            "Values": []
+            "Values": [
+              109.0
+            ]
           }
         ],
         "ResponseMetadata": {
@@ -1735,15 +5983,15 @@
       }
     }
   },
-  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_label_generation[input_pairs6]": {
-    "recorded-date": "15-12-2023, 11:27:35",
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_label_generation[smithy-rpc-v2-cbor-input_pairs3]": {
+    "recorded-date": "19-09-2025, 23:01:01",
     "recorded-content": {
       "label_generation": {
         "Messages": [],
         "MetricDataResults": [
           {
             "Id": "result_Sum_60_Seconds",
-            "Label": "metric1",
+            "Label": "metric1 Sum 60",
             "StatusCode": "Complete",
             "Timestamps": "timestamp",
             "Values": [
@@ -1751,8 +5999,8 @@
             ]
           },
           {
-            "Id": "result_Sum_60_Milliseconds",
-            "Label": "metric1",
+            "Id": "result_Minimum_30_Milliseconds",
+            "Label": "metric1 Minimum 30",
             "StatusCode": "Complete",
             "Timestamps": "timestamp",
             "Values": []
@@ -1765,15 +6013,24 @@
       }
     }
   },
-  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_get_metric_with_no_results": {
-    "recorded-date": "10-01-2024, 15:29:50",
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_label_generation[smithy-rpc-v2-cbor-input_pairs4]": {
+    "recorded-date": "19-09-2025, 23:01:02",
     "recorded-content": {
-      "result": {
+      "label_generation": {
         "Messages": [],
         "MetricDataResults": [
           {
-            "Id": "result",
-            "Label": "<label:1>",
+            "Id": "result_Sum_60_Seconds",
+            "Label": "metric1 Sum",
+            "StatusCode": "Complete",
+            "Timestamps": "timestamp",
+            "Values": [
+              109.0
+            ]
+          },
+          {
+            "Id": "result_Minimum_60_Milliseconds",
+            "Label": "metric1 Minimum",
             "StatusCode": "Complete",
             "Timestamps": "timestamp",
             "Values": []
@@ -1786,128 +6043,57 @@
       }
     }
   },
-  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_get_metric_with_null_dimensions": {
-    "recorded-date": "09-01-2024, 20:13:11",
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_label_generation[smithy-rpc-v2-cbor-input_pairs5]": {
+    "recorded-date": "19-09-2025, 23:01:03",
     "recorded-content": {
-      "get_metric_with_null_dimensions": {
+      "label_generation": {
         "Messages": [],
         "MetricDataResults": [
           {
-            "Id": "<id:1>",
-            "Label": "<label:1>",
+            "Id": "result_Sum_60_Seconds",
+            "Label": "metric1 60",
             "StatusCode": "Complete",
             "Timestamps": "timestamp",
-            "Values": []
-          }
-        ],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_delete_alarm": {
-    "recorded-date": "12-01-2024, 14:06:14",
-    "recorded-content": {
-      "describe-alarm": {
-        "CompositeAlarms": [],
-        "MetricAlarms": [
+            "Values": [
+              109.0
+            ]
+          },
           {
-            "ActionsEnabled": true,
-            "AlarmActions": [],
-            "AlarmArn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<alarm-name:1>",
-            "AlarmConfigurationUpdatedTimestamp": "timestamp",
-            "AlarmName": "<alarm-name:1>",
-            "ComparisonOperator": "GreaterThanThreshold",
-            "Dimensions": [],
-            "EvaluationPeriods": 1,
-            "InsufficientDataActions": [],
-            "MetricName": "metric1",
-            "Namespace": "<namespace:1>",
-            "OKActions": [],
-            "Period": 60,
-            "StateReason": "Unchecked: Initial alarm creation",
-            "StateTransitionedTimestamp": "timestamp",
-            "StateUpdatedTimestamp": "timestamp",
-            "StateValue": "INSUFFICIENT_DATA",
-            "Statistic": "Sum",
-            "Threshold": 30.0
+            "Id": "result_Sum_30_Milliseconds",
+            "Label": "metric1 30",
+            "StatusCode": "Complete",
+            "Timestamps": "timestamp",
+            "Values": []
           }
         ],
         "ResponseMetadata": {
           "HTTPHeaders": {},
           "HTTPStatusCode": 200
         }
-      },
-      "delete-alarm": {
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "describe-after-delete": {
-        "CompositeAlarms": [],
-        "MetricAlarms": [],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
       }
     }
   },
-  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_multiple_dimensions_statistics": {
-    "recorded-date": "26-07-2024, 15:38:56",
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_label_generation[smithy-rpc-v2-cbor-input_pairs6]": {
+    "recorded-date": "19-09-2025, 23:01:05",
     "recorded-content": {
-      "get-metric-stats-max": {
+      "label_generation": {
         "Messages": [],
         "MetricDataResults": [
           {
-            "Id": "result1",
-            "Label": "http.server.requests.count",
+            "Id": "result_Sum_60_Seconds",
+            "Label": "metric1",
             "StatusCode": "Complete",
             "Timestamps": "timestamp",
             "Values": [
-              5.0
+              109.0
             ]
-          }
-        ],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "list-metrics": {
-        "Metrics": [
+          },
           {
-            "Dimensions": [
-              {
-                "Name": "error",
-                "Value": "none"
-              },
-              {
-                "Name": "exception",
-                "Value": "none"
-              },
-              {
-                "Name": "method",
-                "Value": "GET"
-              },
-              {
-                "Name": "outcome",
-                "Value": "SUCCESS"
-              },
-              {
-                "Name": "status",
-                "Value": "200"
-              },
-              {
-                "Name": "uri",
-                "Value": "/greetings"
-              }
-            ],
-            "MetricName": "http.server.requests.count",
-            "Namespace": "<namespace:1>"
+            "Id": "result_Sum_60_Milliseconds",
+            "Label": "metric1",
+            "StatusCode": "Complete",
+            "Timestamps": "timestamp",
+            "Values": []
           }
         ],
         "ResponseMetadata": {
@@ -1917,34 +6103,20 @@
       }
     }
   },
-  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_invalid_amount_of_datapoints": {
-    "recorded-date": "23-08-2024, 14:14:54",
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_get_metric_with_null_dimensions[query]": {
+    "recorded-date": "19-09-2025, 23:02:11",
     "recorded-content": {
-      "error-invalid-amount-datapoints": {
-        "Error": {
-          "Code": "InvalidParameterCombination",
-          "Message": "You have requested up to 86400 datapoints, which exceeds the limit of 1440. You may reduce the datapoints requested by increasing Period, or decreasing the time range.",
-          "Type": "Sender"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 400
-        }
-      },
-      "error-invalid-time-frame": {
-        "Error": {
-          "Code": "InvalidParameterValue",
-          "Message": "The parameter StartTime must be less than the parameter EndTime.",
-          "Type": "Sender"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 400
-        }
-      },
-      "get-metric-statitics": {
-        "Datapoints": [],
-        "Label": "metric_name",
+      "get_metric_with_null_dimensions": {
+        "Messages": [],
+        "MetricDataResults": [
+          {
+            "Id": "<id:1>",
+            "Label": "<label:1>",
+            "StatusCode": "Complete",
+            "Timestamps": "timestamp",
+            "Values": []
+          }
+        ],
         "ResponseMetadata": {
           "HTTPHeaders": {},
           "HTTPStatusCode": 200
@@ -1952,308 +6124,312 @@
       }
     }
   },
-  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_invalid_dashboard_name": {
-    "recorded-date": "04-09-2024, 16:28:05",
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_get_metric_with_null_dimensions[json]": {
+    "recorded-date": "19-09-2025, 23:02:13",
     "recorded-content": {
-      "error-invalid-dashboardname": {
-        "Error": {
-          "Code": "InvalidParameterValue",
-          "Message": "The value for field DashboardName contains invalid characters. It can only contain alphanumerics, dash (-) and underscore (_).\n",
-          "Type": "Sender"
-        },
+      "get_metric_with_null_dimensions": {
+        "Messages": [],
+        "MetricDataResults": [
+          {
+            "Id": "<id:1>",
+            "Label": "<label:1>",
+            "StatusCode": "Complete",
+            "Timestamps": "timestamp",
+            "Values": []
+          }
+        ],
         "ResponseMetadata": {
           "HTTPHeaders": {},
-          "HTTPStatusCode": 400
+          "HTTPStatusCode": 200
         }
       }
     }
   },
-  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_trigger_composite_alarm": {
-    "recorded-date": "14-11-2024, 14:25:30",
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_get_metric_with_null_dimensions[smithy-rpc-v2-cbor]": {
+    "recorded-date": "19-09-2025, 23:02:15",
     "recorded-content": {
-      "put-composite-alarm": {
+      "get_metric_with_null_dimensions": {
+        "Messages": [],
+        "MetricDataResults": [
+          {
+            "Id": "<id:1>",
+            "Label": "<label:1>",
+            "StatusCode": "Complete",
+            "Timestamps": "timestamp",
+            "Values": []
+          }
+        ],
         "ResponseMetadata": {
           "HTTPHeaders": {},
           "HTTPStatusCode": 200
         }
-      },
-      "composite-alarm-in-alarm-when-alarm-1-is-in-alarm": {
-        "ActionsEnabled": true,
-        "AlarmActions": [
-          "arn:<partition>:sns:<region>:111111111111:<alarm-topic-name>"
-        ],
-        "AlarmArn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<composite-alarm-name>",
-        "AlarmConfigurationUpdatedTimestamp": "timestamp",
-        "AlarmDescription": "composite alarm description",
-        "AlarmName": "<composite-alarm-name>",
-        "AlarmRule": "ALARM(\"arn:<partition>:cloudwatch:<region>:111111111111:alarm:<simple-alarm-1-name>\") OR ALARM(\"arn:<partition>:cloudwatch:<region>:111111111111:alarm:<simple-alarm-2-name>\")",
-        "InsufficientDataActions": [],
-        "OKActions": [
-          "arn:<partition>:sns:<region>:111111111111:<ok-topic-name>"
-        ],
-        "StateReason": "<state-reason:1>",
-        "StateReasonData": {
-          "triggeringAlarms": [
-            {
-              "arn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<simple-alarm-1-name>",
-              "state": {
-                "value": "ALARM",
-                "timestamp": "date"
-              }
-            }
-          ]
-        },
-        "StateTransitionedTimestamp": "timestamp",
-        "StateUpdatedTimestamp": "timestamp",
-        "StateValue": "ALARM"
-      },
-      "composite-alarm-in-ok-when-alarm-1-is-back-to-ok": {
-        "ActionsEnabled": true,
-        "AlarmActions": [
-          "arn:<partition>:sns:<region>:111111111111:<alarm-topic-name>"
-        ],
-        "AlarmArn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<composite-alarm-name>",
-        "AlarmConfigurationUpdatedTimestamp": "timestamp",
-        "AlarmDescription": "composite alarm description",
-        "AlarmName": "<composite-alarm-name>",
-        "AlarmRule": "ALARM(\"arn:<partition>:cloudwatch:<region>:111111111111:alarm:<simple-alarm-1-name>\") OR ALARM(\"arn:<partition>:cloudwatch:<region>:111111111111:alarm:<simple-alarm-2-name>\")",
-        "InsufficientDataActions": [],
-        "OKActions": [
-          "arn:<partition>:sns:<region>:111111111111:<ok-topic-name>"
-        ],
-        "StateReason": "<state-reason:2>",
-        "StateReasonData": {
-          "triggeringAlarms": [
-            {
-              "arn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<simple-alarm-1-name>",
-              "state": {
-                "value": "OK",
-                "timestamp": "date"
-              }
-            }
-          ]
-        },
-        "StateTransitionedTimestamp": "timestamp",
-        "StateUpdatedTimestamp": "timestamp",
-        "StateValue": "OK"
-      },
-      "composite-alarm-in-alarm-when-alarm-2-is-in-alarm": {
-        "ActionsEnabled": true,
-        "AlarmActions": [
-          "arn:<partition>:sns:<region>:111111111111:<alarm-topic-name>"
-        ],
-        "AlarmArn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<composite-alarm-name>",
-        "AlarmConfigurationUpdatedTimestamp": "timestamp",
-        "AlarmDescription": "composite alarm description",
-        "AlarmName": "<composite-alarm-name>",
-        "AlarmRule": "ALARM(\"arn:<partition>:cloudwatch:<region>:111111111111:alarm:<simple-alarm-1-name>\") OR ALARM(\"arn:<partition>:cloudwatch:<region>:111111111111:alarm:<simple-alarm-2-name>\")",
-        "InsufficientDataActions": [],
-        "OKActions": [
-          "arn:<partition>:sns:<region>:111111111111:<ok-topic-name>"
-        ],
-        "StateReason": "<state-reason:3>",
-        "StateReasonData": {
-          "triggeringAlarms": [
-            {
-              "arn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<simple-alarm-2-name>",
-              "state": {
-                "value": "ALARM",
-                "timestamp": "date"
-              }
-            }
-          ]
-        },
-        "StateTransitionedTimestamp": "timestamp",
-        "StateUpdatedTimestamp": "timestamp",
-        "StateValue": "ALARM"
-      },
-      "composite-alarm-in-ok-when-alarm-2-is-back-to-ok": {
-        "ActionsEnabled": true,
-        "AlarmActions": [
-          "arn:<partition>:sns:<region>:111111111111:<alarm-topic-name>"
-        ],
-        "AlarmArn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<composite-alarm-name>",
-        "AlarmConfigurationUpdatedTimestamp": "timestamp",
-        "AlarmDescription": "composite alarm description",
-        "AlarmName": "<composite-alarm-name>",
-        "AlarmRule": "ALARM(\"arn:<partition>:cloudwatch:<region>:111111111111:alarm:<simple-alarm-1-name>\") OR ALARM(\"arn:<partition>:cloudwatch:<region>:111111111111:alarm:<simple-alarm-2-name>\")",
-        "InsufficientDataActions": [],
-        "OKActions": [
-          "arn:<partition>:sns:<region>:111111111111:<ok-topic-name>"
-        ],
-        "StateReason": "<state-reason:4>",
-        "StateReasonData": {
-          "triggeringAlarms": [
-            {
-              "arn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<simple-alarm-2-name>",
-              "state": {
-                "value": "OK",
-                "timestamp": "date"
-              }
-            }
-          ]
-        },
-        "StateTransitionedTimestamp": "timestamp",
-        "StateUpdatedTimestamp": "timestamp",
-        "StateValue": "OK"
-      },
-      "composite-alarm-is-triggered-by-alarm-1-and-then-unchanged-by-alarm-2": {
-        "ActionsEnabled": true,
-        "AlarmActions": [
-          "arn:<partition>:sns:<region>:111111111111:<alarm-topic-name>"
-        ],
-        "AlarmArn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<composite-alarm-name>",
-        "AlarmConfigurationUpdatedTimestamp": "timestamp",
-        "AlarmDescription": "composite alarm description",
-        "AlarmName": "<composite-alarm-name>",
-        "AlarmRule": "ALARM(\"arn:<partition>:cloudwatch:<region>:111111111111:alarm:<simple-alarm-1-name>\") OR ALARM(\"arn:<partition>:cloudwatch:<region>:111111111111:alarm:<simple-alarm-2-name>\")",
-        "InsufficientDataActions": [],
-        "OKActions": [
-          "arn:<partition>:sns:<region>:111111111111:<ok-topic-name>"
-        ],
-        "StateReason": "<state-reason:5>",
-        "StateReasonData": {
-          "triggeringAlarms": [
-            {
-              "arn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<simple-alarm-1-name>",
-              "state": {
-                "value": "ALARM",
-                "timestamp": "date"
-              }
-            }
-          ]
-        },
-        "StateTransitionedTimestamp": "timestamp",
-        "StateUpdatedTimestamp": "timestamp",
-        "StateValue": "ALARM"
       }
     }
   },
-  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudWatchMultiProtocol::test_basic_operations_multiple_protocols[json]": {
-    "recorded-date": "18-09-2025, 13:56:03",
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_get_metric_with_no_results[query]": {
+    "recorded-date": "19-09-2025, 23:04:56",
     "recorded-content": {
-      "describe-alarms": {
-        "CompositeAlarms": [],
-        "LogAlarms": [],
-        "MetricAlarms": []
-      },
-      "get-metric-data": {
+      "result": {
         "Messages": [],
         "MetricDataResults": [
           {
-            "Id": "some",
+            "Id": "result",
             "Label": "<label:1>",
             "StatusCode": "Complete",
             "Timestamps": "timestamp",
-            "Values": [
-              41.0
-            ]
-          },
+            "Values": []
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_get_metric_with_no_results[json]": {
+    "recorded-date": "19-09-2025, 23:05:05",
+    "recorded-content": {
+      "result": {
+        "Messages": [],
+        "MetricDataResults": [
           {
-            "Id": "part",
-            "Label": "<label:2>",
+            "Id": "result",
+            "Label": "<label:1>",
             "StatusCode": "Complete",
             "Timestamps": "timestamp",
-            "Values": [
-              23.0
-            ]
+            "Values": []
           }
-        ]
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
       }
     }
   },
-  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudWatchMultiProtocol::test_basic_operations_multiple_protocols[smithy-rpc-v2-cbor]": {
-    "recorded-date": "18-09-2025, 13:56:06",
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_get_metric_with_no_results[smithy-rpc-v2-cbor]": {
+    "recorded-date": "19-09-2025, 23:05:13",
     "recorded-content": {
-      "describe-alarms": {
-        "CompositeAlarms": [],
-        "LogAlarms": [],
-        "MetricAlarms": []
-      },
-      "get-metric-data": {
+      "result": {
         "Messages": [],
         "MetricDataResults": [
           {
-            "Id": "some",
+            "Id": "result",
             "Label": "<label:1>",
             "StatusCode": "Complete",
             "Timestamps": "timestamp",
-            "Values": [
-              41.0
-            ]
-          },
+            "Values": []
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_delete_alarm[query]": {
+    "recorded-date": "19-09-2025, 23:06:53",
+    "recorded-content": {
+      "describe-alarm": {
+        "CompositeAlarms": [],
+        "MetricAlarms": [
           {
-            "Id": "part",
-            "Label": "<label:2>",
-            "StatusCode": "Complete",
-            "Timestamps": "timestamp",
-            "Values": [
-              23.0
-            ]
+            "ActionsEnabled": true,
+            "AlarmActions": [],
+            "AlarmArn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<alarm-name:1>",
+            "AlarmConfigurationUpdatedTimestamp": "timestamp",
+            "AlarmName": "<alarm-name:1>",
+            "ComparisonOperator": "GreaterThanThreshold",
+            "Dimensions": [],
+            "EvaluationPeriods": 1,
+            "InsufficientDataActions": [],
+            "MetricName": "metric1",
+            "Namespace": "<namespace:1>",
+            "OKActions": [],
+            "Period": 60,
+            "StateReason": "Unchecked: Initial alarm creation",
+            "StateTransitionedTimestamp": "timestamp",
+            "StateUpdatedTimestamp": "timestamp",
+            "StateValue": "INSUFFICIENT_DATA",
+            "Statistic": "Sum",
+            "Threshold": 30.0
           }
-        ]
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "delete-alarm": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-after-delete": {
+        "CompositeAlarms": [],
+        "MetricAlarms": [],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
       }
     }
   },
-  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudWatchMultiProtocol::test_basic_operations_multiple_protocols[query]": {
-    "recorded-date": "18-09-2025, 13:56:09",
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_delete_alarm[json]": {
+    "recorded-date": "19-09-2025, 23:06:54",
     "recorded-content": {
-      "describe-alarms": {
-        "DescribeAlarmsResponse": {
-          "@xmlns": "http://monitoring.amazonaws.com/doc/2010-08-01/",
-          "DescribeAlarmsResult": {
-            "CompositeAlarms": null,
-            "LogAlarms": null,
-            "MetricAlarms": null
+      "describe-alarm": {
+        "CompositeAlarms": [],
+        "MetricAlarms": [
+          {
+            "ActionsEnabled": true,
+            "AlarmActions": [],
+            "AlarmArn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<alarm-name:1>",
+            "AlarmConfigurationUpdatedTimestamp": "timestamp",
+            "AlarmName": "<alarm-name:1>",
+            "ComparisonOperator": "GreaterThanThreshold",
+            "Dimensions": [],
+            "EvaluationPeriods": 1,
+            "InsufficientDataActions": [],
+            "MetricName": "metric1",
+            "Namespace": "<namespace:1>",
+            "OKActions": [],
+            "Period": 60,
+            "StateReason": "Unchecked: Initial alarm creation",
+            "StateTransitionedTimestamp": "timestamp",
+            "StateUpdatedTimestamp": "timestamp",
+            "StateValue": "INSUFFICIENT_DATA",
+            "Statistic": "Sum",
+            "Threshold": 30.0
           }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
         }
       },
-      "get-metric-data": {
-        "GetMetricDataResponse": {
-          "@xmlns": "http://monitoring.amazonaws.com/doc/2010-08-01/",
-          "GetMetricDataResult": {
-            "Messages": null,
-            "MetricDataResults": {
-              "member": [
-                {
-                  "Id": "some",
-                  "Label": "<label:1>",
-                  "StatusCode": "Complete",
-                  "Timestamps": "timestamp",
-                  "Values": {
-                    "member": "41.0"
-                  }
-                },
-                {
-                  "Id": "part",
-                  "Label": "<label:2>",
-                  "StatusCode": "Complete",
-                  "Timestamps": "timestamp",
-                  "Values": {
-                    "member": "23.0"
-                  }
-                }
-              ]
-            }
+      "delete-alarm": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-after-delete": {
+        "CompositeAlarms": [],
+        "MetricAlarms": [],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_delete_alarm[smithy-rpc-v2-cbor]": {
+    "recorded-date": "19-09-2025, 23:06:55",
+    "recorded-content": {
+      "describe-alarm": {
+        "CompositeAlarms": [],
+        "MetricAlarms": [
+          {
+            "ActionsEnabled": true,
+            "AlarmActions": [],
+            "AlarmArn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<alarm-name:1>",
+            "AlarmConfigurationUpdatedTimestamp": "timestamp",
+            "AlarmName": "<alarm-name:1>",
+            "ComparisonOperator": "GreaterThanThreshold",
+            "Dimensions": [],
+            "EvaluationPeriods": 1,
+            "InsufficientDataActions": [],
+            "MetricName": "metric1",
+            "Namespace": "<namespace:1>",
+            "OKActions": [],
+            "Period": 60,
+            "StateReason": "Unchecked: Initial alarm creation",
+            "StateTransitionedTimestamp": "timestamp",
+            "StateUpdatedTimestamp": "timestamp",
+            "StateValue": "INSUFFICIENT_DATA",
+            "Statistic": "Sum",
+            "Threshold": 30.0
           }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "delete-alarm": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-after-delete": {
+        "CompositeAlarms": [],
+        "MetricAlarms": [],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
         }
       }
     }
   },
-  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_put_metric_data_values_list[query]": {
-    "recorded-date": "19-09-2025, 17:40:30",
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_multiple_dimensions_statistics[query]": {
+    "recorded-date": "19-09-2025, 23:07:39",
     "recorded-content": {
-      "get_metric_statistics": {
-        "Datapoints": [
+      "get-metric-stats-max": {
+        "Messages": [],
+        "MetricDataResults": [
           {
-            "Maximum": 10.0,
-            "SampleCount": 6.0,
-            "Sum": 42.0,
-            "Timestamp": "timestamp",
-            "Unit": "Count"
+            "Id": "result1",
+            "Label": "http.server.requests.count",
+            "StatusCode": "Complete",
+            "Timestamps": "timestamp",
+            "Values": [
+              5.0
+            ]
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "list-metrics": {
+        "Metrics": [
+          {
+            "Dimensions": [
+              {
+                "Name": "error",
+                "Value": "none"
+              },
+              {
+                "Name": "exception",
+                "Value": "none"
+              },
+              {
+                "Name": "method",
+                "Value": "GET"
+              },
+              {
+                "Name": "outcome",
+                "Value": "SUCCESS"
+              },
+              {
+                "Name": "status",
+                "Value": "200"
+              },
+              {
+                "Name": "uri",
+                "Value": "/greetings"
+              }
+            ],
+            "MetricName": "http.server.requests.count",
+            "Namespace": "<namespace:1>"
           }
         ],
-        "Label": "test-metric",
         "ResponseMetadata": {
           "HTTPHeaders": {},
           "HTTPStatusCode": 200
@@ -2261,20 +6437,60 @@
       }
     }
   },
-  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_put_metric_data_values_list[json]": {
-    "recorded-date": "19-09-2025, 17:40:31",
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_multiple_dimensions_statistics[json]": {
+    "recorded-date": "19-09-2025, 23:07:47",
     "recorded-content": {
-      "get_metric_statistics": {
-        "Datapoints": [
+      "get-metric-stats-max": {
+        "Messages": [],
+        "MetricDataResults": [
           {
-            "Maximum": 10.0,
-            "SampleCount": 6.0,
-            "Sum": 42.0,
-            "Timestamp": "timestamp",
-            "Unit": "Count"
+            "Id": "result1",
+            "Label": "http.server.requests.count",
+            "StatusCode": "Complete",
+            "Timestamps": "timestamp",
+            "Values": [
+              5.0
+            ]
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "list-metrics": {
+        "Metrics": [
+          {
+            "Dimensions": [
+              {
+                "Name": "error",
+                "Value": "none"
+              },
+              {
+                "Name": "exception",
+                "Value": "none"
+              },
+              {
+                "Name": "method",
+                "Value": "GET"
+              },
+              {
+                "Name": "outcome",
+                "Value": "SUCCESS"
+              },
+              {
+                "Name": "status",
+                "Value": "200"
+              },
+              {
+                "Name": "uri",
+                "Value": "/greetings"
+              }
+            ],
+            "MetricName": "http.server.requests.count",
+            "Namespace": "<namespace:1>"
           }
         ],
-        "Label": "test-metric",
         "ResponseMetadata": {
           "HTTPHeaders": {},
           "HTTPStatusCode": 200
@@ -2282,20 +6498,60 @@
       }
     }
   },
-  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_put_metric_data_values_list[smithy-rpc-v2-cbor]": {
-    "recorded-date": "19-09-2025, 17:40:32",
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_multiple_dimensions_statistics[smithy-rpc-v2-cbor]": {
+    "recorded-date": "19-09-2025, 23:07:59",
     "recorded-content": {
-      "get_metric_statistics": {
-        "Datapoints": [
+      "get-metric-stats-max": {
+        "Messages": [],
+        "MetricDataResults": [
           {
-            "Maximum": 10.0,
-            "SampleCount": 6.0,
-            "Sum": 42.0,
-            "Timestamp": "timestamp",
-            "Unit": "Count"
+            "Id": "result1",
+            "Label": "http.server.requests.count",
+            "StatusCode": "Complete",
+            "Timestamps": "timestamp",
+            "Values": [
+              5.0
+            ]
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "list-metrics": {
+        "Metrics": [
+          {
+            "Dimensions": [
+              {
+                "Name": "error",
+                "Value": "none"
+              },
+              {
+                "Name": "exception",
+                "Value": "none"
+              },
+              {
+                "Name": "method",
+                "Value": "GET"
+              },
+              {
+                "Name": "outcome",
+                "Value": "SUCCESS"
+              },
+              {
+                "Name": "status",
+                "Value": "200"
+              },
+              {
+                "Name": "uri",
+                "Value": "/greetings"
+              }
+            ],
+            "MetricName": "http.server.requests.count",
+            "Namespace": "<namespace:1>"
           }
         ],
-        "Label": "test-metric",
         "ResponseMetadata": {
           "HTTPHeaders": {},
           "HTTPStatusCode": 200
@@ -2303,13 +6559,13 @@
       }
     }
   },
-  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_put_metric_data_validation[query]": {
-    "recorded-date": "19-09-2025, 18:08:03",
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_invalid_amount_of_datapoints[query]": {
+    "recorded-date": "19-09-2025, 23:08:52",
     "recorded-content": {
-      "invalid-param-combination": {
+      "error-invalid-amount-datapoints": {
         "Error": {
           "Code": "InvalidParameterCombination",
-          "Message": "The parameters MetricData.member.1.Value and MetricData.member.1.Values are mutually exclusive and you have specified both.",
+          "Message": "You have requested up to 86400 datapoints, which exceeds the limit of 1440. You may reduce the datapoints requested by increasing Period, or decreasing the time range.",
           "Type": "Sender"
         },
         "ResponseMetadata": {
@@ -2317,10 +6573,10 @@
           "HTTPStatusCode": 400
         }
       },
-      "invalid-param-value": {
+      "error-invalid-time-frame": {
         "Error": {
           "Code": "InvalidParameterValue",
-          "Message": "The parameters MetricData.member.1.Values and MetricData.member.1.Counts must be of the same size.",
+          "Message": "The parameter StartTime must be less than the parameter EndTime.",
           "Type": "Sender"
         },
         "ResponseMetadata": {
@@ -2328,103 +6584,90 @@
           "HTTPStatusCode": 400
         }
       },
-      "invalid-param-combination-2": {
-        "Error": {
-          "Code": "InvalidParameterCombination",
-          "Message": "The parameters MetricData.member.1.Value and MetricData.member.1.StatisticValues are mutually exclusive and you have specified both.",
-          "Type": "Sender"
-        },
+      "get-metric-statitics": {
+        "Datapoints": [],
+        "Label": "metric_name",
         "ResponseMetadata": {
           "HTTPHeaders": {},
-          "HTTPStatusCode": 400
+          "HTTPStatusCode": 200
         }
       }
     }
   },
-  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_put_metric_data_validation[json]": {
-    "recorded-date": "19-09-2025, 18:08:04",
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_invalid_amount_of_datapoints[json]": {
+    "recorded-date": "19-09-2025, 23:08:53",
     "recorded-content": {
-      "invalid-param-combination": {
+      "error-invalid-amount-datapoints": {
         "Error": {
           "Code": "InvalidParameterCombination",
-          "Message": "The parameters MetricData.member.1.Value and MetricData.member.1.Values are mutually exclusive and you have specified both.",
+          "Message": "You have requested up to 86400 datapoints, which exceeds the limit of 1440. You may reduce the datapoints requested by increasing Period, or decreasing the time range.",
           "QueryErrorCode": "InvalidParameterCombinationException",
           "Type": "Sender"
         },
-        "message": "The parameters MetricData.member.1.Value and MetricData.member.1.Values are mutually exclusive and you have specified both.",
+        "message": "You have requested up to 86400 datapoints, which exceeds the limit of 1440. You may reduce the datapoints requested by increasing Period, or decreasing the time range.",
         "ResponseMetadata": {
           "HTTPHeaders": {},
           "HTTPStatusCode": 400
         }
       },
-      "invalid-param-value": {
+      "error-invalid-time-frame": {
         "Error": {
           "Code": "InvalidParameterValue",
-          "Message": "The parameters MetricData.member.1.Values and MetricData.member.1.Counts must be of the same size.",
+          "Message": "The parameter StartTime must be less than the parameter EndTime.",
           "QueryErrorCode": "InvalidParameterValueException",
           "Type": "Sender"
         },
-        "message": "The parameters MetricData.member.1.Values and MetricData.member.1.Counts must be of the same size.",
+        "message": "The parameter StartTime must be less than the parameter EndTime.",
         "ResponseMetadata": {
           "HTTPHeaders": {},
           "HTTPStatusCode": 400
         }
       },
-      "invalid-param-combination-2": {
-        "Error": {
-          "Code": "InvalidParameterCombination",
-          "Message": "The parameters MetricData.member.1.Value and MetricData.member.1.StatisticValues are mutually exclusive and you have specified both.",
-          "QueryErrorCode": "InvalidParameterCombinationException",
-          "Type": "Sender"
-        },
-        "message": "The parameters MetricData.member.1.Value and MetricData.member.1.StatisticValues are mutually exclusive and you have specified both.",
+      "get-metric-statitics": {
+        "Datapoints": [],
+        "Label": "metric_name",
         "ResponseMetadata": {
           "HTTPHeaders": {},
-          "HTTPStatusCode": 400
+          "HTTPStatusCode": 200
         }
       }
     }
   },
-  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_put_metric_data_validation[smithy-rpc-v2-cbor]": {
-    "recorded-date": "19-09-2025, 18:08:05",
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_invalid_amount_of_datapoints[smithy-rpc-v2-cbor]": {
+    "recorded-date": "19-09-2025, 23:08:54",
     "recorded-content": {
-      "invalid-param-combination": {
+      "error-invalid-amount-datapoints": {
         "Error": {
           "Code": "InvalidParameterCombination",
-          "Message": "The parameters MetricData.member.1.Value and MetricData.member.1.Values are mutually exclusive and you have specified both.",
+          "Message": "You have requested up to 86400 datapoints, which exceeds the limit of 1440. You may reduce the datapoints requested by increasing Period, or decreasing the time range.",
           "QueryErrorCode": "InvalidParameterCombinationException",
           "Type": "Sender"
         },
-        "message": "The parameters MetricData.member.1.Value and MetricData.member.1.Values are mutually exclusive and you have specified both.",
+        "message": "You have requested up to 86400 datapoints, which exceeds the limit of 1440. You may reduce the datapoints requested by increasing Period, or decreasing the time range.",
         "ResponseMetadata": {
           "HTTPHeaders": {},
           "HTTPStatusCode": 400
         }
       },
-      "invalid-param-value": {
+      "error-invalid-time-frame": {
         "Error": {
           "Code": "InvalidParameterValue",
-          "Message": "The parameters MetricData.member.1.Values and MetricData.member.1.Counts must be of the same size.",
+          "Message": "The parameter StartTime must be less than the parameter EndTime.",
           "QueryErrorCode": "InvalidParameterValueException",
           "Type": "Sender"
         },
-        "message": "The parameters MetricData.member.1.Values and MetricData.member.1.Counts must be of the same size.",
+        "message": "The parameter StartTime must be less than the parameter EndTime.",
         "ResponseMetadata": {
           "HTTPHeaders": {},
           "HTTPStatusCode": 400
         }
       },
-      "invalid-param-combination-2": {
-        "Error": {
-          "Code": "InvalidParameterCombination",
-          "Message": "The parameters MetricData.member.1.Value and MetricData.member.1.StatisticValues are mutually exclusive and you have specified both.",
-          "QueryErrorCode": "InvalidParameterCombinationException",
-          "Type": "Sender"
-        },
-        "message": "The parameters MetricData.member.1.Value and MetricData.member.1.StatisticValues are mutually exclusive and you have specified both.",
+      "get-metric-statitics": {
+        "Datapoints": [],
+        "Label": "metric_name",
         "ResponseMetadata": {
           "HTTPHeaders": {},
-          "HTTPStatusCode": 400
+          "HTTPStatusCode": 200
         }
       }
     }
@@ -2779,71 +7022,5 @@
         }
       }
     }
-  },
-  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudWatchMultiProtocol::test_exception_serializing_with_no_shape_in_spec[json]": {
-    "recorded-date": "22-09-2025, 19:17:52",
-    "recorded-content": {
-      "invalid-value-response": {
-        "__type": "com.amazon.coral.validate#ValidationException",
-        "message": "1 validation error detected: Value 'INVALID' at 'stateValue' failed to satisfy constraint: Member must satisfy enum value set: [INSUFFICIENT_DATA, ALARM, OK]"
-      },
-      "not-found-response": {
-        "__type": "com.amazonaws.cloudwatch.v2010_08_01#ResourceNotFound"
-      },
-      "not-found-response-query-mode-true": {
-        "__type": "com.amazonaws.cloudwatch.v2010_08_01#ResourceNotFound"
-      }
-    }
-  },
-  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudWatchMultiProtocol::test_exception_serializing_with_no_shape_in_spec[smithy-rpc-v2-cbor]": {
-    "recorded-date": "22-09-2025, 19:17:53",
-    "recorded-content": {
-      "invalid-value-response": {
-        "__type": "com.amazon.coral.validate#ValidationException",
-        "message": "1 validation error detected: Value 'INVALID' at 'stateValue' failed to satisfy constraint: Member must satisfy enum value set: [INSUFFICIENT_DATA, ALARM, OK]"
-      },
-      "not-found-response": {
-        "__type": "com.amazonaws.cloudwatch.v2010_08_01#ResourceNotFound"
-      },
-      "not-found-response-query-mode-true": {
-        "__type": "com.amazonaws.cloudwatch.v2010_08_01#ResourceNotFound"
-      }
-    }
-  },
-  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudWatchMultiProtocol::test_exception_serializing_with_no_shape_in_spec[query]": {
-    "recorded-date": "22-09-2025, 19:17:54",
-    "recorded-content": {
-      "invalid-value-response": {
-        "ErrorResponse": {
-          "@xmlns": "http://monitoring.amazonaws.com/doc/2010-08-01/",
-          "Error": {
-            "Code": "ValidationError",
-            "Message": "1 validation error detected: Value 'INVALID' at 'stateValue' failed to satisfy constraint: Member must satisfy enum value set: [INSUFFICIENT_DATA, ALARM, OK]",
-            "Type": "Sender"
-          },
-          "RequestId": "<uuid:1>"
-        }
-      },
-      "not-found-response": {
-        "ErrorResponse": {
-          "@xmlns": "http://monitoring.amazonaws.com/doc/2010-08-01/",
-          "Error": {
-            "Code": "ResourceNotFound",
-            "Type": "Sender"
-          },
-          "RequestId": "<uuid:2>"
-        }
-      },
-      "not-found-response-query-mode-true": {
-        "ErrorResponse": {
-          "@xmlns": "http://monitoring.amazonaws.com/doc/2010-08-01/",
-          "Error": {
-            "Code": "ResourceNotFound",
-            "Type": "Sender"
-          },
-          "RequestId": "<uuid:3>"
-        }
-      }
-    }
   }
 }
diff --git a/tests/aws/services/cloudwatch/test_cloudwatch.validation.json b/tests/aws/services/cloudwatch/test_cloudwatch.validation.json
index 4d0c048e51cdf..bec1eee4b6e52 100644
--- a/tests/aws/services/cloudwatch/test_cloudwatch.validation.json
+++ b/tests/aws/services/cloudwatch/test_cloudwatch.validation.json
@@ -83,62 +83,1274 @@
   "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_alarm_lambda_target": {
     "last_validated_date": "2024-01-03T17:30:00+00:00"
   },
-  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_anomaly_detector_lifecycle": {
-    "last_validated_date": "2023-10-26T08:42:43+00:00"
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_anomaly_detector_lifecycle[json]": {
+    "last_validated_date": "2025-09-19T21:45:48+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.33,
+      "teardown": 0.0,
+      "total": 0.33
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_anomaly_detector_lifecycle[query]": {
+    "last_validated_date": "2025-09-19T21:45:48+00:00",
+    "durations_in_seconds": {
+      "setup": 0.49,
+      "call": 0.67,
+      "teardown": 0.0,
+      "total": 1.16
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_anomaly_detector_lifecycle[smithy-rpc-v2-cbor]": {
+    "last_validated_date": "2025-09-19T21:45:48+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.35,
+      "teardown": 0.0,
+      "total": 0.35
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_aws_sqs_metrics_created[json]": {
+    "last_validated_date": "2025-09-19T21:29:01+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 119.29,
+      "teardown": 0.17,
+      "total": 119.46
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_aws_sqs_metrics_created[query]": {
+    "last_validated_date": "2025-09-19T21:27:01+00:00",
+    "durations_in_seconds": {
+      "setup": 0.53,
+      "call": 100.09,
+      "teardown": 0.19,
+      "total": 100.81
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_aws_sqs_metrics_created[smithy-rpc-v2-cbor]": {
+    "last_validated_date": "2025-09-19T21:31:00+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 119.3,
+      "teardown": 0.22,
+      "total": 119.52
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+      "total": 42.35
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_list_metrics_with_filters[query]": {
+    "last_validated_date": "2025-09-19T20:47:28+00:00",
+    "durations_in_seconds": {
+      "setup": 0.05,
+      "call": 42.68,
+      "teardown": 0.0,
+      "total": 42.73
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_list_metrics_with_filters[smithy-rpc-v2-cbor]": {
+    "last_validated_date": "2025-09-19T20:48:52+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 42.3,
+      "teardown": 0.0,
+      "total": 42.3
+    }
   },
-  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_aws_sqs_metrics_created": {
-    "last_validated_date": "2023-09-25T08:25:29+00:00"
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_metric_widget[json]": {
+    "last_validated_date": "2025-09-19T21:46:33+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.64,
+      "teardown": 0.0,
+      "total": 0.64
+    }
   },
-  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_breaching_alarm_actions": {
-    "last_validated_date": "2024-01-19T15:05:50+00:00"
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_metric_widget[query]": {
+    "last_validated_date": "2025-09-19T21:46:32+00:00",
+    "durations_in_seconds": {
+      "setup": 0.05,
+      "call": 0.86,
+      "teardown": 0.0,
+      "total": 0.91
+    }
   },
-  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_create_metric_stream": {
-    "last_validated_date": "2023-10-26T07:12:10+00:00"
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_metric_widget[smithy-rpc-v2-cbor]": {
+    "last_validated_date": "2025-09-19T21:46:34+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.65,
+      "teardown": 0.0,
+      "total": 0.65
+    }
   },
-  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_dashboard_lifecycle": {
-    "last_validated_date": "2023-10-25T11:16:20+00:00"
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_multiple_dimensions[json]": {
+    "last_validated_date": "2025-09-19T20:36:02+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 8.96,
+      "teardown": 0.0,
+      "total": 8.96
+    }
   },
-  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_delete_alarm": {
-    "last_validated_date": "2024-01-12T14:06:42+00:00"
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_multiple_dimensions[query]": {
+    "last_validated_date": "2025-09-19T20:35:53+00:00",
+    "durations_in_seconds": {
+      "setup": 0.05,
+      "call": 7.56,
+      "teardown": 0.0,
+      "total": 7.61
+    }
   },
-  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_describe_alarms_converts_date_format_correctly": {
-    "last_validated_date": "2024-09-04T15:59:17+00:00"
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_multiple_dimensions[smithy-rpc-v2-cbor]": {
+    "last_validated_date": "2025-09-19T20:36:11+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 9.21,
+      "teardown": 0.0,
+      "total": 9.21
+    }
   },
-  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_enable_disable_alarm_actions": {
-    "last_validated_date": "2023-09-12T10:00:45+00:00"
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_multiple_dimensions_statistics[json]": {
+    "last_validated_date": "2025-09-19T23:07:47+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 8.12,
+      "teardown": 0.01,
+      "total": 8.13
+    }
   },
-  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_get_metric_data_different_units_no_unit_in_query[metric_data0]": {
-    "last_validated_date": "2024-01-11T11:07:38+00:00"
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_multiple_dimensions_statistics[query]": {
+    "last_validated_date": "2025-09-19T23:07:39+00:00",
+    "durations_in_seconds": {
+      "setup": 0.51,
+      "call": 4.83,
+      "teardown": 0.01,
+      "total": 5.35
+    }
   },
-  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_get_metric_data_different_units_no_unit_in_query[metric_data1]": {
-    "last_validated_date": "2024-01-11T11:07:41+00:00"
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_multiple_dimensions_statistics[smithy-rpc-v2-cbor]": {
+    "last_validated_date": "2025-09-19T23:07:59+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 11.47,
+      "teardown": 0.01,
+      "total": 11.48
+    }
   },
-  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_get_metric_data_different_units_no_unit_in_query[metric_data2]": {
-    "last_validated_date": "2024-01-11T11:07:43+00:00"
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_put_composite_alarm_describe_alarms[json]": {
+    "last_validated_date": "2025-09-19T20:41:15+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.65,
+      "teardown": 0.47,
+      "total": 1.12
+    }
   },
-  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_get_metric_with_no_results": {
-    "last_validated_date": "2024-01-10T15:29:50+00:00"
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_put_composite_alarm_describe_alarms[query]": {
+    "last_validated_date": "2025-09-19T20:41:14+00:00",
+    "durations_in_seconds": {
+      "setup": 0.05,
+      "call": 0.95,
+      "teardown": 0.47,
+      "total": 1.47
+    }
   },
-  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_get_metric_with_null_dimensions": {
-    "last_validated_date": "2024-03-05T14:34:47+00:00"
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_put_composite_alarm_describe_alarms[smithy-rpc-v2-cbor]": {
+    "last_validated_date": "2025-09-19T20:41:17+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.97,
+      "teardown": 0.4,
+      "total": 1.37
+    }
   },
-  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_handle_different_units": {
-    "last_validated_date": "2024-01-05T16:15:39+00:00"
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_put_metric_alarm[json]": {
+    "last_validated_date": "2025-09-19T21:08:43+00:00",
+    "durations_in_seconds": {
+      "setup": 0.14,
+      "call": 17.57,
+      "teardown": 1.17,
+      "total": 18.88
+    }
   },
-  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_insight_rule": {
-    "last_validated_date": "2023-10-26T08:07:59+00:00"
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_put_metric_alarm[query]": {
+    "last_validated_date": "2025-09-19T21:08:24+00:00",
+    "durations_in_seconds": {
+      "setup": 0.96,
+      "call": 18.11,
+      "teardown": 1.08,
+      "total": 20.15
+    }
   },
-  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_invalid_amount_of_datapoints": {
-    "last_validated_date": "2024-08-23T14:16:44+00:00"
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_put_metric_alarm[smithy-rpc-v2-cbor]": {
+    "last_validated_date": "2025-09-19T21:09:02+00:00",
+    "durations_in_seconds": {
+      "setup": 0.16,
+      "call": 17.47,
+      "teardown": 1.2,
+      "total": 18.83
+    }
   },
-  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_invalid_dashboard_name": {
-    "last_validated_date": "2024-09-04T16:28:05+00:00"
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_put_metric_alarm_escape_character[json]": {
+    "last_validated_date": "2025-09-19T20:51:20+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.32,
+      "teardown": 0.26,
+      "total": 0.58
+    }
   },
-  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_multiple_dimensions_statistics": {
-    "last_validated_date": "2024-07-29T07:56:05+00:00"
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_put_metric_alarm_escape_character[query]": {
+    "last_validated_date": "2025-09-19T20:51:19+00:00",
+    "durations_in_seconds": {
+      "setup": 0.49,
+      "call": 0.68,
+      "teardown": 0.22,
+      "total": 1.39
+    }
   },
-  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_put_metric_alarm": {
-    "last_validated_date": "2025-05-12T16:20:56+00:00"
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_put_metric_alarm_escape_character[smithy-rpc-v2-cbor]": {
+    "last_validated_date": "2025-09-19T20:51:20+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.34,
+      "teardown": 0.21,
+      "total": 0.55
+    }
   },
   "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_put_metric_data_validation[json]": {
     "last_validated_date": "2025-09-19T18:08:04+00:00",
@@ -167,9 +1379,6 @@
       "total": 1.36
     }
   },
-  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_put_metric_data_values_list": {
-    "last_validated_date": "2023-09-25T08:26:17+00:00"
-  },
   "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_put_metric_data_values_list[json]": {
     "last_validated_date": "2025-09-19T17:40:31+00:00",
     "durations_in_seconds": {
@@ -197,64 +1406,139 @@
       "total": 1.43
     }
   },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_put_metric_uses_utc[json]": {
+    "last_validated_date": "2025-09-19T22:54:30+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 1.67,
+      "teardown": 0.0,
+      "total": 1.67
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_put_metric_uses_utc[query]": {
+    "last_validated_date": "2025-09-19T22:54:28+00:00",
+    "durations_in_seconds": {
+      "setup": 0.05,
+      "call": 2.02,
+      "teardown": 0.0,
+      "total": 2.07
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_put_metric_uses_utc[smithy-rpc-v2-cbor]": {
+    "last_validated_date": "2025-09-19T22:54:32+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 2.03,
+      "teardown": 0.0,
+      "total": 2.03
+    }
+  },
   "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_set_alarm[json]": {
-    "last_validated_date": "2025-09-22T19:14:27+00:00",
+    "last_validated_date": "2025-09-19T20:56:55+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 5.77,
-      "teardown": 1.3,
-      "total": 7.07
+      "call": 5.58,
+      "teardown": 1.29,
+      "total": 6.87
     }
   },
   "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_set_alarm[query]": {
-    "last_validated_date": "2025-09-22T19:14:20+00:00",
+    "last_validated_date": "2025-09-19T20:56:48+00:00",
     "durations_in_seconds": {
-      "setup": 0.51,
-      "call": 6.43,
-      "teardown": 1.33,
-      "total": 8.27
+      "setup": 0.5,
+      "call": 6.51,
+      "teardown": 1.36,
+      "total": 8.37
     }
   },
   "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_set_alarm[smithy-rpc-v2-cbor]": {
-    "last_validated_date": "2025-09-22T19:14:34+00:00",
+    "last_validated_date": "2025-09-19T20:57:02+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 5.45,
-      "teardown": 1.29,
-      "total": 6.74
+      "call": 5.37,
+      "teardown": 1.35,
+      "total": 6.72
     }
   },
   "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_set_alarm_invalid_input[json]": {
-    "last_validated_date": "2025-09-22T19:16:48+00:00",
+    "last_validated_date": "2025-09-19T22:29:27+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 0.55,
-      "teardown": 0.0,
-      "total": 0.55
+      "call": 0.77,
+      "teardown": 0.28,
+      "total": 1.05
     }
   },
   "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_set_alarm_invalid_input[query]": {
-    "last_validated_date": "2025-09-22T19:16:47+00:00",
+    "last_validated_date": "2025-09-19T22:29:26+00:00",
     "durations_in_seconds": {
-      "setup": 0.47,
-      "call": 0.87,
-      "teardown": 0.0,
-      "total": 1.34
+      "setup": 0.49,
+      "call": 1.1,
+      "teardown": 0.24,
+      "total": 1.83
     }
   },
   "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_set_alarm_invalid_input[smithy-rpc-v2-cbor]": {
-    "last_validated_date": "2025-09-22T19:16:48+00:00",
+    "last_validated_date": "2025-09-19T22:29:28+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 0.57,
-      "teardown": 0.0,
-      "total": 0.57
+      "call": 0.74,
+      "teardown": 0.21,
+      "total": 0.95
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_store_tags[json]": {
+    "last_validated_date": "2025-09-19T20:42:26+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 1.31,
+      "teardown": 0.23,
+      "total": 1.54
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_store_tags[query]": {
+    "last_validated_date": "2025-09-19T20:42:24+00:00",
+    "durations_in_seconds": {
+      "setup": 0.48,
+      "call": 1.39,
+      "teardown": 0.22,
+      "total": 2.09
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_store_tags[smithy-rpc-v2-cbor]": {
+    "last_validated_date": "2025-09-19T20:42:28+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 1.41,
+      "teardown": 0.22,
+      "total": 1.63
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_trigger_composite_alarm[json]": {
+    "last_validated_date": "2025-09-19T21:03:36+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 10.2,
+      "teardown": 2.24,
+      "total": 12.44
     }
   },
-  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_store_tags": {
-    "last_validated_date": "2024-09-02T14:03:31+00:00"
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_trigger_composite_alarm[query]": {
+    "last_validated_date": "2025-09-19T21:03:23+00:00",
+    "durations_in_seconds": {
+      "setup": 0.5,
+      "call": 12.35,
+      "teardown": 2.05,
+      "total": 14.9
+    }
   },
-  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_trigger_composite_alarm": {
-    "last_validated_date": "2024-11-14T14:25:30+00:00"
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_trigger_composite_alarm[smithy-rpc-v2-cbor]": {
+    "last_validated_date": "2025-09-19T21:03:50+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 11.87,
+      "teardown": 2.21,
+      "total": 14.08
+    }
   }
 }

From 692af0318972bf439e33ec8f070738cc9892c664 Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Tue, 23 Sep 2025 21:08:18 +0200
Subject: [PATCH 236/697] S3: fix DeleteObjectTagging on current object
 (#13174)

---
 .../localstack/services/s3/provider.py        |  2 +-
 tests/aws/services/s3/test_s3_api.py          | 36 ++++++++++++-------
 .../aws/services/s3/test_s3_api.snapshot.json | 18 +++++++++-
 .../services/s3/test_s3_api.validation.json   |  8 ++++-
 4 files changed, 49 insertions(+), 15 deletions(-)

diff --git a/localstack-core/localstack/services/s3/provider.py b/localstack-core/localstack/services/s3/provider.py
index 03c4f8acfcac8..78dcd3b02a2c3 100644
--- a/localstack-core/localstack/services/s3/provider.py
+++ b/localstack-core/localstack/services/s3/provider.py
@@ -3298,7 +3298,7 @@ def delete_object_tagging(
 
         s3_object = s3_bucket.get_object(key=key, version_id=version_id, http_method="DELETE")
 
-        store.TAGS.tags.pop(get_unique_key_id(bucket, key, version_id), None)
+        store.TAGS.tags.pop(get_unique_key_id(bucket, key, s3_object.version_id), None)
         response = DeleteObjectTaggingOutput()
         if s3_object.version_id:
             response["VersionId"] = s3_object.version_id
diff --git a/tests/aws/services/s3/test_s3_api.py b/tests/aws/services/s3/test_s3_api.py
index 0d8eb5d0429e1..cfab12711471b 100644
--- a/tests/aws/services/s3/test_s3_api.py
+++ b/tests/aws/services/s3/test_s3_api.py
@@ -1613,32 +1613,44 @@ def test_object_tagging_versioned(self, s3_bucket, aws_client, snapshot):
         tag_set_2 = {"TagSet": [{"Key": "tag3", "Value": "tag3"}]}
 
         # test without specifying a VersionId
-        put_bucket_tags = aws_client.s3.put_object_tagging(
+        put_object_tags = aws_client.s3.put_object_tagging(
             Bucket=s3_bucket, Key=object_key, Tagging=tag_set_2
         )
-        snapshot.match("put-object-tags-current-version", put_bucket_tags)
-        assert put_bucket_tags["VersionId"] == version_id_2
+        snapshot.match("put-object-tags-current-version", put_object_tags)
+        assert put_object_tags["VersionId"] == version_id_2
 
-        get_bucket_tags = aws_client.s3.get_object_tagging(Bucket=s3_bucket, Key=object_key)
-        snapshot.match("get-object-tags-current-version", get_bucket_tags)
+        put_object_tags = aws_client.s3.get_object_tagging(Bucket=s3_bucket, Key=object_key)
+        snapshot.match("get-object-tags-current-version", put_object_tags)
 
-        get_bucket_tags = aws_client.s3.get_object_tagging(
+        put_object_tags = aws_client.s3.get_object_tagging(
             Bucket=s3_bucket, Key=object_key, VersionId=version_id_1
         )
-        snapshot.match("get-object-tags-previous-version", get_bucket_tags)
+        snapshot.match("get-object-tags-previous-version", put_object_tags)
 
         tag_set_2 = {"TagSet": [{"Key": "tag1", "Value": "tag1"}]}
         # test by specifying a VersionId to Version1
-        put_bucket_tags = aws_client.s3.put_object_tagging(
+        put_object_tags = aws_client.s3.put_object_tagging(
             Bucket=s3_bucket, Key=object_key, VersionId=version_id_1, Tagging=tag_set_2
         )
-        snapshot.match("put-object-tags-previous-version", put_bucket_tags)
-        assert put_bucket_tags["VersionId"] == version_id_1
+        snapshot.match("put-object-tags-previous-version", put_object_tags)
+        assert put_object_tags["VersionId"] == version_id_1
 
-        get_bucket_tags = aws_client.s3.get_object_tagging(
+        get_object_tags = aws_client.s3.get_object_tagging(
             Bucket=s3_bucket, Key=object_key, VersionId=version_id_1
         )
-        snapshot.match("get-object-tags-previous-version-again", get_bucket_tags)
+        snapshot.match("get-object-tags-previous-version-again", get_object_tags)
+
+        # delete tagging on current object
+        aws_client.s3.delete_object_tagging(Bucket=s3_bucket, Key=object_key)
+        get_object_tags = aws_client.s3.get_object_tagging(Bucket=s3_bucket, Key=object_key)
+        snapshot.match("get-object-tags-deleted-current", get_object_tags)
+
+        # delete object tagging on previous version too
+        aws_client.s3.delete_object_tagging(
+            Bucket=s3_bucket, Key=object_key, VersionId=version_id_1
+        )
+        get_object_tags = aws_client.s3.get_object_tagging(Bucket=s3_bucket, Key=object_key)
+        snapshot.match("get-object-tags-previous-version-deleted", get_object_tags)
 
         # Put a DeleteMarker on top of the stack
         delete_current = aws_client.s3.delete_object(Bucket=s3_bucket, Key=object_key)
diff --git a/tests/aws/services/s3/test_s3_api.snapshot.json b/tests/aws/services/s3/test_s3_api.snapshot.json
index a2402512fb476..710c164da10ad 100644
--- a/tests/aws/services/s3/test_s3_api.snapshot.json
+++ b/tests/aws/services/s3/test_s3_api.snapshot.json
@@ -2007,7 +2007,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketObjectTagging::test_object_tagging_versioned": {
-    "recorded-date": "21-01-2025, 18:11:16",
+    "recorded-date": "19-09-2025, 23:28:45",
     "recorded-content": {
       "put-obj-0": {
         "ChecksumCRC32": "XCKz9A==",
@@ -2084,6 +2084,22 @@
           "HTTPStatusCode": 200
         }
       },
+      "get-object-tags-deleted-current": {
+        "TagSet": [],
+        "VersionId": "<version-id:2>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "get-object-tags-previous-version-deleted": {
+        "TagSet": [],
+        "VersionId": "<version-id:2>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
       "put-delete-marker": {
         "DeleteMarker": true,
         "VersionId": "<version-id:3>",
diff --git a/tests/aws/services/s3/test_s3_api.validation.json b/tests/aws/services/s3/test_s3_api.validation.json
index 0b7c42d54b1b8..2dbd3e8427102 100644
--- a/tests/aws/services/s3/test_s3_api.validation.json
+++ b/tests/aws/services/s3/test_s3_api.validation.json
@@ -63,7 +63,13 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketObjectTagging::test_object_tagging_versioned": {
-    "last_validated_date": "2025-01-21T18:11:16+00:00"
+    "last_validated_date": "2025-09-19T23:28:46+00:00",
+    "durations_in_seconds": {
+      "setup": 1.08,
+      "call": 2.55,
+      "teardown": 1.07,
+      "total": 4.7
+    }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketObjectTagging::test_object_tags_delete_or_overwrite_object": {
     "last_validated_date": "2025-01-21T18:11:22+00:00"

From f7ffe66ecc6cd31867c12229a40068b79d07db28 Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Wed, 24 Sep 2025 12:37:51 +0200
Subject: [PATCH 237/697] ASF: fix empty exception member serialization when
 required (#13186)

---
 .../localstack/aws/protocol/serializer.py     |  16 ++-
 tests/unit/aws/protocol/test_serializer.py    | 132 ++++++++++++++++++
 2 files changed, 146 insertions(+), 2 deletions(-)

diff --git a/localstack-core/localstack/aws/protocol/serializer.py b/localstack-core/localstack/aws/protocol/serializer.py
index abf60c0426aa4..5816f0395522d 100644
--- a/localstack-core/localstack/aws/protocol/serializer.py
+++ b/localstack-core/localstack/aws/protocol/serializer.py
@@ -1338,7 +1338,13 @@ def _serialize_error(
                 else:
                     continue
 
-                if value:
+                if value is None:
+                    # do not serialize a value that is set to `None`
+                    continue
+
+                # if the value is falsy (empty string, empty list) and not in the Shape required members, AWS will
+                # not serialize it, and it will not be part of the response body.
+                if value or member in shape.required_members:
                     remaining_params[member] = value
 
             self._serialize(body, remaining_params, shape, None, mime_type)
@@ -1845,7 +1851,13 @@ def _serialize_error_structure(
             else:
                 continue
 
-            if value:
+            if value is None:
+                # do not serialize a value that is set to `None`
+                continue
+
+            # if the value is falsy (empty string, empty list) and not in the Shape required members, AWS will
+            # not serialize it, and it will not be part of the response body.
+            if value or member in shape.required_members:
                 params[member] = value
 
         self._serialize_type_structure(body, params, shape, None, shape_members=shape_members)
diff --git a/tests/unit/aws/protocol/test_serializer.py b/tests/unit/aws/protocol/test_serializer.py
index 8b91afec7f751..5deb13d118c3b 100644
--- a/tests/unit/aws/protocol/test_serializer.py
+++ b/tests/unit/aws/protocol/test_serializer.py
@@ -764,6 +764,96 @@ def test_json_protocol_error_serialization_with_shaped_default_members_on_root()
     assert "message" not in parsed_body
 
 
+def test_json_protocol_error_serialization_empty_message():
+    # if the exception message is not passed when instantiating the exception, the message attribute will be set to
+    # an empty string "". This is not serialized if the message field is not a required member
+    exception = TransactionCanceledException()
+
+    response = _botocore_error_serializer_integration_test(
+        "dynamodb",
+        "ExecuteTransaction",
+        exception,
+        "TransactionCanceledException",
+        400,
+        "",
+    )
+    assert "message" not in response
+
+
+@pytest.mark.parametrize("empty_value", ("", None))
+def test_json_protocol_error_serialization_with_empty_non_required_members(empty_value):
+    class _ResourceNotFoundException(ServiceException):
+        code: str = "ResourceNotFoundException"
+        sender_fault: bool = True
+        status_code: int = 404
+        ResourceType: str | None
+        ResourceId: str | None
+
+    exception = _ResourceNotFoundException("Not Found", ResourceType="")
+
+    response = _botocore_error_serializer_integration_test(
+        "arc-region-switch",
+        "ApprovePlanExecutionStep",
+        exception,
+        "ResourceNotFoundException",
+        404,
+        "Not Found",
+        protocol="json",
+    )
+    assert "ResourceType" not in response
+
+
+def test_json_protocol_error_serialization_falsy_non_required_members():
+    # if the exception message is not passed, an empty message will be passed as an empty string `""`
+    exception = TransactionCanceledException("Exception message!", CancellationReasons=[])
+
+    response = _botocore_error_serializer_integration_test(
+        "dynamodb",
+        "ExecuteTransaction",
+        exception,
+        "TransactionCanceledException",
+        400,
+        "Exception message!",
+        Message="Exception message!",
+    )
+    assert "CancellationReasons" not in response
+
+
+@pytest.mark.parametrize("empty_value", ("", None))
+def test_json_protocol_error_serialization_with_empty_required_members(empty_value):
+    class _ResourceNotFoundException(ServiceException):
+        code: str = "ResourceNotFoundException"
+        sender_fault: bool = False
+        status_code: int = 404
+        resourceId: str
+        resourceType: str
+
+    resource_type = "test"
+    exception = _ResourceNotFoundException(
+        "Exception message!",
+        resourceType=resource_type,
+        resourceId=empty_value,
+    )
+    expected_exception_values = {
+        "resourceType": resource_type,
+    }
+    # if the value is None, it is not serialized, even if required
+    # but if it is an empty string, it will be
+    if empty_value is not None:
+        expected_exception_values["resourceId"] = ""
+
+    response = _botocore_error_serializer_integration_test(
+        "verifiedpermissions",
+        "IsAuthorizedWithToken",
+        exception,
+        "ResourceNotFoundException",
+        404,
+        "Exception message!",
+        **expected_exception_values,
+    )
+    assert "" not in response
+
+
 def test_rest_json_protocol_error_serialization_with_additional_members():
     class NotFoundException(ServiceException):
         code: str = "NotFoundException"
@@ -929,6 +1019,48 @@ class _ResourceNotFoundException(ServiceException):
     assert serialized_response.headers["Smithy-Protocol"] == "rpc-v2-cbor"
 
 
+@pytest.mark.parametrize("empty_value", ("", None))
+def test_rpc_v2_cbor_protocol_error_serialization_with_empty_required_members(empty_value):
+    class AccessDeniedException(ServiceException):
+        code: str = "AccessDeniedException"
+        sender_fault: bool = True
+        status_code: int = 403
+
+    exception = AccessDeniedException("")
+
+    _botocore_error_serializer_integration_test(
+        "arc-region-switch",
+        "ApprovePlanExecutionStep",
+        exception,
+        "AccessDeniedException",
+        403,
+        "",
+    )
+
+
+@pytest.mark.parametrize("empty_value", ("", None))
+def test_rpc_v2_cbor_protocol_error_serialization_with_empty_non_required_members(empty_value):
+    class _ResourceNotFoundException(ServiceException):
+        code: str = "ResourceNotFoundException"
+        sender_fault: bool = True
+        status_code: int = 404
+        ResourceType: str | None
+        ResourceId: str | None
+
+    exception = _ResourceNotFoundException("Not Found", ResourceType="")
+
+    response = _botocore_error_serializer_integration_test(
+        "arc-region-switch",
+        "ApprovePlanExecutionStep",
+        exception,
+        "ResourceNotFoundException",
+        404,
+        "Not Found",
+        protocol="smithy-rpc-v2-cbor",
+    )
+    assert "ResourceType" not in response
+
+
 def test_json_protocol_content_type_1_0():
     """AppRunner defines the jsonVersion 1.0, therefore the Content-Type needs to be application/x-amz-json-1.0."""
     service = load_service("apprunner")

From 6563601fb05e573e1dffde52985568f3cc0c696c Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Cristian=20Pallar=C3=A9s?= <cristian@pallares.pro>
Date: Wed, 24 Sep 2025 17:30:35 +0200
Subject: [PATCH 238/697] Fix DNS not supporting wildcard matching (#13158)

---
 localstack-core/localstack/dns/server.py | 15 ++++++++++++---
 tests/unit/test_dns_server.py            | 18 ++++++++++++++++++
 2 files changed, 30 insertions(+), 3 deletions(-)

diff --git a/localstack-core/localstack/dns/server.py b/localstack-core/localstack/dns/server.py
index 847f0233853ce..78e43b2bfc7ef 100644
--- a/localstack-core/localstack/dns/server.py
+++ b/localstack-core/localstack/dns/server.py
@@ -445,13 +445,22 @@ def _skip_local_resolution(self, request) -> bool:
                 return True
         return False
 
+    def _find_matching_aliases(self, question: DNSQuestion) -> list[AliasTarget] | None:
+        """
+        Find aliases matching the question, supporting wildcards.
+        """
+        qlabel = DNSLabel(to_bytes(question.qname))
+        qtype = RecordType[QTYPE[question.qtype]]
+        for (label, rtype), targets in self.aliases.items():
+            if rtype == qtype and qlabel.matchWildcard(label):
+                return targets
+        return None
+
     def _resolve_alias(
         self, request: DNSRecord, reply: DNSRecord, client_address: ClientAddress
     ) -> bool:
         if request.q.qtype in (QTYPE.A, QTYPE.AAAA, QTYPE.CNAME):
-            key = (DNSLabel(to_bytes(request.q.qname)), RecordType[QTYPE[request.q.qtype]])
-            # check if we have aliases defined for our given qname/qtype pair
-            if aliases := self.aliases.get(key):
+            if aliases := self._find_matching_aliases(request.q):
                 for alias in aliases:
                     # if there is no health check, or the healthcheck is successful, we will consider this alias
                     # take the first alias passing this check
diff --git a/tests/unit/test_dns_server.py b/tests/unit/test_dns_server.py
index 96ffd172b1f7a..c64f9ff5538be 100644
--- a/tests/unit/test_dns_server.py
+++ b/tests/unit/test_dns_server.py
@@ -137,6 +137,24 @@ def test_dns_server_add_multiple_hosts(self, dns_server, query_dns):
         assert answer.answer
         assert "123.123.123.123" in answer.to_text()
 
+    def test_dns_server_resolves_alias_wildcards(self, dns_server, query_dns):
+        """Check if server resolves aliases with wildcards"""
+        dns_server.add_host("example.org", TargetRecord("1.1.1.1", RecordType.A))
+        answer = query_dns("subdomain1.example.org", "A")
+        assert len(answer.answer) == 0
+
+        dns_server.add_alias(
+            source_name="*.example.org",
+            record_type=RecordType.A,
+            target=AliasTarget(target="example.org"),
+        )
+        answer = query_dns("subdomain1.example.org", "A")
+        assert answer.answer
+        assert "1.1.1.1" in answer.to_text()
+        answer = query_dns("subdomain2.example.org", "A")
+        assert answer.answer
+        assert "1.1.1.1" in answer.to_text()
+
     def test_overriding_with_dns_resolve_ip(self, dns_server, query_dns, monkeypatch):
         monkeypatch.setattr(config, "DNS_RESOLVE_IP", "2.2.2.2")
 

From a52ac386426c7c19569900e282bafe5317975558 Mon Sep 17 00:00:00 2001
From: Alex Rashed <2796604+alexrashed@users.noreply.github.com>
Date: Wed, 24 Sep 2025 17:41:49 +0200
Subject: [PATCH 239/697] switch to new labels workflow, add notes labels sync
 (#13189)

---
 .github/workflows/asf-updates.yml                 |  2 +-
 .github/workflows/pr-enforce-docs-labels.yml      | 11 -----------
 .github/workflows/pr-enforce-pr-labels.yml        |  9 ++++-----
 .github/workflows/sync-labels.yml                 |  2 +-
 .github/workflows/update-cfn-resources.yml        |  2 +-
 .github/workflows/update-test-durations.yml       |  2 +-
 .github/workflows/upgrade-python-dependencies.yml |  2 +-
 7 files changed, 9 insertions(+), 21 deletions(-)
 delete mode 100644 .github/workflows/pr-enforce-docs-labels.yml

diff --git a/.github/workflows/asf-updates.yml b/.github/workflows/asf-updates.yml
index 4abc3f0696c26..45d20e220dab0 100644
--- a/.github/workflows/asf-updates.yml
+++ b/.github/workflows/asf-updates.yml
@@ -125,6 +125,6 @@ jobs:
           author: "LocalStack Bot <localstack-bot@users.noreply.github.com>"
           committer: "LocalStack Bot <localstack-bot@users.noreply.github.com>"
           commit-message: "update generated ASF APIs to latest version"
-          labels: "area: asf, area: dependencies, semver: patch, skip-docs"
+          labels: "area: asf, area: dependencies, semver: patch, docs: skip, notes: skip"
           token: ${{ secrets.PRO_ACCESS_TOKEN }}
           reviewers: silv-io,alexrashed
diff --git a/.github/workflows/pr-enforce-docs-labels.yml b/.github/workflows/pr-enforce-docs-labels.yml
deleted file mode 100644
index 5a8de216c6255..0000000000000
--- a/.github/workflows/pr-enforce-docs-labels.yml
+++ /dev/null
@@ -1,11 +0,0 @@
-name: Enforce Docs Labels
-
-on:
-  pull_request_target:
-    types: [labeled, unlabeled, opened, edited, synchronize]
-
-jobs:
-  enforce-docs-labels:
-    uses: localstack/meta/.github/workflows/pr-enforce-docs-labels.yml@main
-    secrets:
-      github-token: ${{ secrets.PRO_ACCESS_TOKEN }}
diff --git a/.github/workflows/pr-enforce-pr-labels.yml b/.github/workflows/pr-enforce-pr-labels.yml
index b316c45845360..8cdace1cc28fb 100644
--- a/.github/workflows/pr-enforce-pr-labels.yml
+++ b/.github/workflows/pr-enforce-pr-labels.yml
@@ -1,11 +1,10 @@
-name: Enforce PR Labels
-
+name: Enforce Labels
 on:
   pull_request_target:
-    types: [labeled, unlabeled, opened, edited, synchronize]
+    types: [labeled, unlabeled, opened]
 
 jobs:
-  enforce-semver-labels:
-    uses: localstack/meta/.github/workflows/pr-enforce-semver-labels.yml@main
+  labels:
+    uses: localstack/meta/.github/workflows/pr-enforce-labels.yml@notes-labels
     secrets:
       github-token: ${{ secrets.PRO_ACCESS_TOKEN }}
diff --git a/.github/workflows/sync-labels.yml b/.github/workflows/sync-labels.yml
index cbfa316871909..ab2562ad0adbd 100644
--- a/.github/workflows/sync-labels.yml
+++ b/.github/workflows/sync-labels.yml
@@ -10,6 +10,6 @@ jobs:
   sync-labels:
     uses: localstack/meta/.github/workflows/sync-labels.yml@main
     with:
-        categories: status,aws,semver,docs
+        categories: status,aws,semver,docs,notes
     secrets:
       github-token: ${{ secrets.PRO_ACCESS_TOKEN }}
diff --git a/.github/workflows/update-cfn-resources.yml b/.github/workflows/update-cfn-resources.yml
index 1c96386ce72a8..91957da968339 100644
--- a/.github/workflows/update-cfn-resources.yml
+++ b/.github/workflows/update-cfn-resources.yml
@@ -55,6 +55,6 @@ jobs:
           commit-message: "chore: update CloudFormation resource metadata"
           author: "LocalStack Bot <localstack-bot@users.noreply.github.com>"
           committer: "LocalStack Bot <localstack-bot@users.noreply.github.com>"
-          labels: "area: cloudformation, semver: patch, skip-docs"
+          labels: "area: cloudformation, semver: patch, docs: skip, notes: skip"
           token: ${{ secrets.PRO_ACCESS_TOKEN }}
           signoff: true
diff --git a/.github/workflows/update-test-durations.yml b/.github/workflows/update-test-durations.yml
index 93e6d1d64c372..e8a4a52b06508 100644
--- a/.github/workflows/update-test-durations.yml
+++ b/.github/workflows/update-test-durations.yml
@@ -72,5 +72,5 @@ jobs:
             commit-message: "CI: update .test_durations to latest version"
             path: localstack
             add-paths: .test_durations
-            labels: "semver: patch, area: testing, area: ci, skip-docs"
+            labels: "semver: patch, area: testing, area: ci, docs: skip, notes: skip"
             token: ${{ secrets.PRO_ACCESS_TOKEN }}
diff --git a/.github/workflows/upgrade-python-dependencies.yml b/.github/workflows/upgrade-python-dependencies.yml
index d4407d5513cf5..7d2a1ba8b5c87 100644
--- a/.github/workflows/upgrade-python-dependencies.yml
+++ b/.github/workflows/upgrade-python-dependencies.yml
@@ -12,4 +12,4 @@ jobs:
     secrets:
       github-token: ${{ secrets.PRO_ACCESS_TOKEN }}
     with:
-      labels: "area: dependencies, semver: patch, skip-docs"
+      labels: "area: dependencies, semver: patch, docs: skip, notes: skip"

From 15fc4279383cc80f98e81251acbc665b3253a9ee Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Wed, 24 Sep 2025 20:34:58 +0200
Subject: [PATCH 240/697] CloudWatch: fix MA/MR for new snapshot test
 `test_put_metric_alarm_escape_character` (#13190)

---
 .../services/cloudwatch/test_cloudwatch.py    |  6 +++--
 .../cloudwatch/test_cloudwatch.snapshot.json  |  6 ++---
 .../test_cloudwatch.validation.json           | 24 +++++++++----------
 3 files changed, 19 insertions(+), 17 deletions(-)

diff --git a/tests/aws/services/cloudwatch/test_cloudwatch.py b/tests/aws/services/cloudwatch/test_cloudwatch.py
index 3f814f9106b72..b95c6b6742baa 100644
--- a/tests/aws/services/cloudwatch/test_cloudwatch.py
+++ b/tests/aws/services/cloudwatch/test_cloudwatch.py
@@ -837,7 +837,9 @@ def _count_metrics_in_namespace_with_dimension_value():
     @markers.snapshot.skip_snapshot_verify(
         condition=is_old_provider, paths=["$..MetricAlarms..StateTransitionedTimestamp"]
     )
-    def test_put_metric_alarm_escape_character(self, cleanups, aws_cloudwatch_client, snapshot):
+    def test_put_metric_alarm_escape_character(
+        self, cleanups, aws_cloudwatch_client, snapshot, region_name
+    ):
         snapshot.add_transformers_list(
             [
                 snapshot.transform.key_value("AlarmName"),
@@ -856,7 +858,7 @@ def test_put_metric_alarm_escape_character(self, cleanups, aws_cloudwatch_client
             Threshold=1,
             ComparisonOperator="GreaterThanThreshold",
             EvaluationPeriods=1,
-            AlarmActions=["arn:aws:sns:us-east-1:111122223333:MyTopic"],
+            AlarmActions=[f"arn:aws:sns:{region_name}:111122223333:MyTopic"],
         )
         cleanups.append(lambda: aws_cloudwatch_client.delete_alarms(AlarmNames=["cpu-mon"]))
 
diff --git a/tests/aws/services/cloudwatch/test_cloudwatch.snapshot.json b/tests/aws/services/cloudwatch/test_cloudwatch.snapshot.json
index 8a43d28dd8eac..93b4c21669080 100644
--- a/tests/aws/services/cloudwatch/test_cloudwatch.snapshot.json
+++ b/tests/aws/services/cloudwatch/test_cloudwatch.snapshot.json
@@ -1279,7 +1279,7 @@
     }
   },
   "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_put_metric_alarm_escape_character[query]": {
-    "recorded-date": "19-09-2025, 20:51:19",
+    "recorded-date": "24-09-2025, 15:16:44",
     "recorded-content": {
       "describe-alarms-escaped-character": {
         "CompositeAlarms": [],
@@ -1317,7 +1317,7 @@
     }
   },
   "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_put_metric_alarm_escape_character[json]": {
-    "recorded-date": "19-09-2025, 20:51:19",
+    "recorded-date": "24-09-2025, 15:16:45",
     "recorded-content": {
       "describe-alarms-escaped-character": {
         "CompositeAlarms": [],
@@ -1355,7 +1355,7 @@
     }
   },
   "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_put_metric_alarm_escape_character[smithy-rpc-v2-cbor]": {
-    "recorded-date": "19-09-2025, 20:51:20",
+    "recorded-date": "24-09-2025, 15:16:46",
     "recorded-content": {
       "describe-alarms-escaped-character": {
         "CompositeAlarms": [],
diff --git a/tests/aws/services/cloudwatch/test_cloudwatch.validation.json b/tests/aws/services/cloudwatch/test_cloudwatch.validation.json
index bec1eee4b6e52..c80899f39e84a 100644
--- a/tests/aws/services/cloudwatch/test_cloudwatch.validation.json
+++ b/tests/aws/services/cloudwatch/test_cloudwatch.validation.json
@@ -1326,30 +1326,30 @@
     }
   },
   "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_put_metric_alarm_escape_character[json]": {
-    "last_validated_date": "2025-09-19T20:51:20+00:00",
+    "last_validated_date": "2025-09-24T15:16:45+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 0.32,
-      "teardown": 0.26,
-      "total": 0.58
+      "call": 0.4,
+      "teardown": 0.34,
+      "total": 0.74
     }
   },
   "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_put_metric_alarm_escape_character[query]": {
-    "last_validated_date": "2025-09-19T20:51:19+00:00",
+    "last_validated_date": "2025-09-24T15:16:45+00:00",
     "durations_in_seconds": {
       "setup": 0.49,
-      "call": 0.68,
-      "teardown": 0.22,
-      "total": 1.39
+      "call": 0.71,
+      "teardown": 0.23,
+      "total": 1.43
     }
   },
   "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_put_metric_alarm_escape_character[smithy-rpc-v2-cbor]": {
-    "last_validated_date": "2025-09-19T20:51:20+00:00",
+    "last_validated_date": "2025-09-24T15:16:46+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 0.34,
-      "teardown": 0.21,
-      "total": 0.55
+      "call": 0.31,
+      "teardown": 0.23,
+      "total": 0.54
     }
   },
   "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_put_metric_data_validation[json]": {

From 339ad5c63ebb11433c6a3037b47cd26a1bc0868f Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Thu, 25 Sep 2025 18:15:39 +0100
Subject: [PATCH 241/697] CFn: handle resolving parameter names constructed in
 intrinsics (#13192)

---
 .../engine/v2/change_set_model_preproc.py     |  4 ++-
 .../cloudformation/engine/v2/resolving.py     |  6 ++--
 .../cloudformation/test_template_engine.py    | 17 +++++++----
 .../test_template_engine.snapshot.json        |  9 ++++++
 .../test_template_engine.validation.json      |  9 ++++++
 tests/aws/templates/resolve_ssm.yaml          | 13 ++++++++-
 .../cloudformation/test_cloudformation.py     | 28 +++++++++++++++++++
 7 files changed, 76 insertions(+), 10 deletions(-)

diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
index b0abaf91d9a02..78a7c0e131549 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
@@ -45,6 +45,7 @@
     ChangeSetModelVisitor,
 )
 from localstack.services.cloudformation.engine.v2.resolving import (
+    REGEX_DYNAMIC_REF,
     extract_dynamic_reference,
     perform_dynamic_reference_lookup,
 )
@@ -432,6 +433,7 @@ def _maybe_perform_on_delta(
     def _perform_dynamic_replacements(self, value: _T) -> _T:
         if not isinstance(value, str):
             return value
+
         if dynamic_ref := extract_dynamic_reference(value):
             new_value = perform_dynamic_reference_lookup(
                 reference=dynamic_ref,
@@ -439,7 +441,7 @@ def _perform_dynamic_replacements(self, value: _T) -> _T:
                 region_name=self._change_set.region_name,
             )
             if new_value:
-                return new_value
+                return REGEX_DYNAMIC_REF.sub(new_value, value)
 
         return value
 
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/resolving.py b/localstack-core/localstack/services/cloudformation/engine/v2/resolving.py
index b99630c54a7a7..ac026faf71b7d 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/resolving.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/resolving.py
@@ -10,7 +10,9 @@
 
 LOG = logging.getLogger(__name__)
 
-REGEX_DYNAMIC_REF = re.compile(r"{{resolve:([^:]+):(.+)}}")
+# CloudFormation allows using dynamic references in `Fn::Sub` expressions, so we must make sure
+# we don't capture the parameter usage by excluding ${} characters
+REGEX_DYNAMIC_REF = re.compile(r"{{resolve:([^:]+):([^${}]+)}}")
 
 
 @dataclass
@@ -21,7 +23,7 @@ class DynamicReference:
 
 def extract_dynamic_reference(value: Any) -> DynamicReference | None:
     if isinstance(value, str):
-        if dynamic_ref_match := REGEX_DYNAMIC_REF.match(value):
+        if dynamic_ref_match := REGEX_DYNAMIC_REF.search(value):
             return DynamicReference(dynamic_ref_match[1], dynamic_ref_match[2])
     return None
 
diff --git a/tests/aws/services/cloudformation/test_template_engine.py b/tests/aws/services/cloudformation/test_template_engine.py
index cb2fe8413c9c1..c8d124d8fedc6 100644
--- a/tests/aws/services/cloudformation/test_template_engine.py
+++ b/tests/aws/services/cloudformation/test_template_engine.py
@@ -349,20 +349,21 @@ def test_create_stack_with_ssm_parameters(
         )
 
     @markers.aws.validated
-    def test_resolve_ssm(self, create_parameter, deploy_cfn_template):
+    @skip_if_legacy_engine()
+    def test_resolve_ssm(self, create_parameter, deploy_cfn_template, snapshot):
         parameter_key = f"param-key-{short_uid()}"
         parameter_value = f"param-value-{short_uid()}"
+        snapshot.add_transformer(snapshot.transform.regex(parameter_value, "<parameter-value>"))
         create_parameter(Name=parameter_key, Value=parameter_value, Type="String")
 
         result = deploy_cfn_template(
-            parameters={"DynamicParameter": parameter_key},
+            parameters={"DynamicParameter": parameter_key, "ParameterName": parameter_key},
             template_path=os.path.join(
                 os.path.dirname(__file__), "../../templates/resolve_ssm.yaml"
             ),
         )
 
-        topic_name = result.outputs["TopicName"]
-        assert topic_name == parameter_value
+        snapshot.match("results", result.outputs)
 
     @markers.aws.validated
     def test_resolve_ssm_with_version(self, create_parameter, deploy_cfn_template, aws_client):
@@ -380,8 +381,12 @@ def test_resolve_ssm_with_version(self, create_parameter, deploy_cfn_template, a
             Name=parameter_key, Overwrite=True, Type="String", Value=parameter_value_v2
         )
 
+        versioned_parameter_reference = f"{parameter_key}:{v1['Version']}"
         result = deploy_cfn_template(
-            parameters={"DynamicParameter": f"{parameter_key}:{v1['Version']}"},
+            parameters={
+                "DynamicParameter": versioned_parameter_reference,
+                "ParameterName": versioned_parameter_reference,
+            },
             template_path=os.path.join(
                 os.path.dirname(__file__), "../../templates/resolve_ssm.yaml"
             ),
@@ -515,7 +520,7 @@ def test_resolve_secretsmanager(self, create_secret, deploy_cfn_template, templa
         create_secret(Name=parameter_key, SecretString=parameter_value)
 
         result = deploy_cfn_template(
-            parameters={"DynamicParameter": f"{parameter_key}"},
+            parameters={"DynamicParameter": parameter_key},
             template_path=os.path.join(
                 os.path.dirname(__file__),
                 "../../templates",
diff --git a/tests/aws/services/cloudformation/test_template_engine.snapshot.json b/tests/aws/services/cloudformation/test_template_engine.snapshot.json
index 9113f0143cfc8..bc433c691614c 100644
--- a/tests/aws/services/cloudformation/test_template_engine.snapshot.json
+++ b/tests/aws/services/cloudformation/test_template_engine.snapshot.json
@@ -691,5 +691,14 @@
     "recorded-content": {
       "error-response": "An error occurred (ValidationError) when calling the CreateChangeSet operation: Parameter InputValue should either have input value or default value"
     }
+  },
+  "tests/aws/services/cloudformation/test_template_engine.py::TestSsmParameters::test_resolve_ssm": {
+    "recorded-date": "24-09-2025, 22:06:32",
+    "recorded-content": {
+      "results": {
+        "ParameterValue": "abc:<parameter-value>",
+        "TopicName": "<parameter-value>"
+      }
+    }
   }
 }
diff --git a/tests/aws/services/cloudformation/test_template_engine.validation.json b/tests/aws/services/cloudformation/test_template_engine.validation.json
index dac358fb03f57..76ab369e315b2 100644
--- a/tests/aws/services/cloudformation/test_template_engine.validation.json
+++ b/tests/aws/services/cloudformation/test_template_engine.validation.json
@@ -110,6 +110,15 @@
       "total": 61.74
     }
   },
+  "tests/aws/services/cloudformation/test_template_engine.py::TestSsmParameters::test_resolve_ssm": {
+    "last_validated_date": "2025-09-24T22:07:22+00:00",
+    "durations_in_seconds": {
+      "setup": 0.95,
+      "call": 10.67,
+      "teardown": 50.0,
+      "total": 61.62
+    }
+  },
   "tests/aws/services/cloudformation/test_template_engine.py::TestSsmParameters::test_resolve_ssm_missing_parameter": {
     "last_validated_date": "2025-08-06T09:34:07+00:00",
     "durations_in_seconds": {
diff --git a/tests/aws/templates/resolve_ssm.yaml b/tests/aws/templates/resolve_ssm.yaml
index d67220bb00a3d..692d2c881688e 100644
--- a/tests/aws/templates/resolve_ssm.yaml
+++ b/tests/aws/templates/resolve_ssm.yaml
@@ -2,14 +2,25 @@ Parameters:
   DynamicParameter:
     Type: String
 
+  ParameterName:
+    Type: String
+
 Resources:
   topic69831491:
     Type: AWS::SNS::Topic
     Properties:
-      TopicName: !Join [ "", [ "{{resolve:ssm:", !Ref DynamicParameter, "}}"  ] ]
+      TopicName: !Join [ "", [ "{{resolve:ssm:", !Ref DynamicParameter, "}}" ] ]
+  MyParameter:
+    Type: AWS::SSM::Parameter
+    Properties:
+      Type: String
+      Value: !Sub "abc:{{resolve:ssm:${ParameterName}}}"
 Outputs:
   TopicName:
     Value:
       Fn::GetAtt:
         - topic69831491
         - TopicName
+
+  ParameterValue:
+    Value: !GetAtt MyParameter.Value
diff --git a/tests/unit/services/cloudformation/test_cloudformation.py b/tests/unit/services/cloudformation/test_cloudformation.py
index 98644ff410e6c..62caa4d958983 100644
--- a/tests/unit/services/cloudformation/test_cloudformation.py
+++ b/tests/unit/services/cloudformation/test_cloudformation.py
@@ -1,9 +1,12 @@
+import pytest
+
 from localstack.services.cloudformation.api_utils import is_local_service_url
 from localstack.services.cloudformation.deployment_utils import (
     PLACEHOLDER_AWS_NO_VALUE,
     remove_none_values,
 )
 from localstack.services.cloudformation.engine.template_deployer import order_resources
+from localstack.services.cloudformation.engine.v2.resolving import REGEX_DYNAMIC_REF
 
 
 def test_is_local_service_url():
@@ -60,3 +63,28 @@ def test_order_resources():
     )
 
     assert list(sorted_resources.keys()) == ["A", "B"]
+
+
+class TestDynamicResolving:
+    @pytest.mark.parametrize(
+        "value,matches",
+        [
+            pytest.param("{{resolve:ssm:abc123}}", True, id="ssm-basic"),
+            pytest.param("abc:{{resolve:ssm:abc123}}:foo", True, id="ssm-with-surrounding"),
+            pytest.param("{{resolve:ssm:${ParameterName}}}", False, id="ssm-in-sub"),
+            pytest.param("{{resolve:secretsmanager:foo}}", True, id="secrets-basic"),
+            pytest.param(
+                "{{resolve:secretsmanager:arn:aws:secretsmanager:us-east-1:000000000000:secret:foo:SecretString:}}",
+                True,
+                id="secrets-partial",
+            ),
+            pytest.param(
+                "{{resolve:secretsmanager:arn:aws:secretsmanager:us-east-1:000000000000:secret:foo:SecretString:::}}",
+                True,
+                id="secrets-full",
+            ),
+            pytest.param("{{resolve:secretsmanager:${SecretName}}}", False, id="secrets-in-sub"),
+        ],
+    )
+    def test_dynamic_ref_regex_matches(self, value, matches):
+        assert bool(REGEX_DYNAMIC_REF.search(value)) == matches

From ac927a8be064cd409aac6689e2adca9ab647b9b5 Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Thu, 25 Sep 2025 19:51:46 +0100
Subject: [PATCH 242/697] CFn: correct stack ids (#13187)

---
 .../cloudformation/engine/entities.py         | 13 ++++++++++-
 .../services/cloudformation/v2/entities.py    |  4 ++--
 .../cloudformation/engine/test_references.py  | 18 +++++++++++++++
 .../engine/test_references.snapshot.json      |  7 ++++++
 .../engine/test_references.validation.json    |  9 ++++++++
 tests/aws/templates/stack-id-validation.yaml  | 22 +++++++++++++++++++
 6 files changed, 70 insertions(+), 3 deletions(-)
 create mode 100644 tests/aws/templates/stack-id-validation.yaml

diff --git a/localstack-core/localstack/services/cloudformation/engine/entities.py b/localstack-core/localstack/services/cloudformation/engine/entities.py
index 0e56e940f5cd1..633bf3be9b86d 100644
--- a/localstack-core/localstack/services/cloudformation/engine/entities.py
+++ b/localstack-core/localstack/services/cloudformation/engine/entities.py
@@ -14,7 +14,13 @@
 )
 from localstack.utils.aws import arns
 from localstack.utils.collections import select_attributes
-from localstack.utils.id_generator import ExistingIds, ResourceIdentifier, Tags, generate_short_uid
+from localstack.utils.id_generator import (
+    ExistingIds,
+    ResourceIdentifier,
+    Tags,
+    generate_short_uid,
+    generate_uid,
+)
 from localstack.utils.json import clone_safe
 from localstack.utils.objects import recurse_object
 from localstack.utils.strings import long_uid, short_uid
@@ -75,6 +81,11 @@ def generate(self, existing_ids: ExistingIds = None, tags: Tags = None) -> str:
         return generate_short_uid(resource_identifier=self, existing_ids=existing_ids, tags=tags)
 
 
+class StackIdentifierV2(StackIdentifier):
+    def generate(self, existing_ids: ExistingIds = None, tags: Tags = None) -> str:
+        return generate_uid(resource_identifier=self, existing_ids=existing_ids, tags=tags)
+
+
 # TODO: remove metadata (flatten into individual fields)
 class Stack:
     change_sets: list["StackChangeSet"]
diff --git a/localstack-core/localstack/services/cloudformation/v2/entities.py b/localstack-core/localstack/services/cloudformation/v2/entities.py
index 111f35ae9312f..bb6101a426c8f 100644
--- a/localstack-core/localstack/services/cloudformation/v2/entities.py
+++ b/localstack-core/localstack/services/cloudformation/v2/entities.py
@@ -25,7 +25,7 @@
     Parameter as ApiParameter,
 )
 from localstack.services.cloudformation.engine.entities import (
-    StackIdentifier,
+    StackIdentifierV2,
 )
 from localstack.services.cloudformation.engine.v2.change_set_model import (
     ChangeType,
@@ -88,7 +88,7 @@ def __init__(
         self.parameters = request_payload.get("Parameters", [])
         self.stack_id = arns.cloudformation_stack_arn(
             self.stack_name,
-            stack_id=StackIdentifier(
+            stack_id=StackIdentifierV2(
                 account_id=self.account_id, region=self.region_name, stack_name=self.stack_name
             ).generate(tags=request_payload.get("Tags")),
             account_id=self.account_id,
diff --git a/tests/aws/services/cloudformation/engine/test_references.py b/tests/aws/services/cloudformation/engine/test_references.py
index 7eaf0db5254f4..05643055fdddb 100644
--- a/tests/aws/services/cloudformation/engine/test_references.py
+++ b/tests/aws/services/cloudformation/engine/test_references.py
@@ -3,6 +3,7 @@
 
 import pytest
 from botocore.exceptions import ClientError
+from tests.aws.services.cloudformation.conftest import skip_if_legacy_engine
 
 from localstack.testing.aws.util import is_aws_cloud
 from localstack.testing.pytest import markers
@@ -147,3 +148,20 @@ def test_aws_novalue(deploy_cfn_template, parameter_value):
             assert outputs["BucketName"] != fallback_bucket_name
         case other:
             pytest.fail(f"Test setup error, unexpected parameter value: {other}")
+
+
+@markers.aws.validated
+@skip_if_legacy_engine()
+class TestPseudoParameters:
+    def test_stack_id(self, deploy_cfn_template, snapshot):
+        template_path = os.path.join(
+            os.path.dirname(__file__),
+            "../../../templates/stack-id-validation.yaml",
+        )
+        stack = deploy_cfn_template(template_path=template_path)
+
+        random_component = stack.stack_id.split("-")[-1]
+        snapshot.add_transformer(snapshot.transform.regex(random_component, "<random>"))
+        snapshot.add_transformer(snapshot.transform.regex(stack.stack_name, "<stack-name>"))
+
+        snapshot.match("parameter-value", stack.outputs["ParameterValue"])
diff --git a/tests/aws/services/cloudformation/engine/test_references.snapshot.json b/tests/aws/services/cloudformation/engine/test_references.snapshot.json
index 9e6600aaaa00f..d92850a19536d 100644
--- a/tests/aws/services/cloudformation/engine/test_references.snapshot.json
+++ b/tests/aws/services/cloudformation/engine/test_references.snapshot.json
@@ -80,5 +80,12 @@
         "Version": 1
       }
     }
+  },
+  "tests/aws/services/cloudformation/engine/test_references.py::TestPseudoParameters::test_stack_id": {
+    "recorded-date": "24-09-2025, 09:53:55",
+    "recorded-content": {
+      "parameter-value": "<stack-name>-s3logs-<random>",
+      "stack-id": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name>/5dd694c0-992c-11f0-9d8f-<random>"
+    }
   }
 }
diff --git a/tests/aws/services/cloudformation/engine/test_references.validation.json b/tests/aws/services/cloudformation/engine/test_references.validation.json
index a244e45674c07..460521c7a4ed6 100644
--- a/tests/aws/services/cloudformation/engine/test_references.validation.json
+++ b/tests/aws/services/cloudformation/engine/test_references.validation.json
@@ -8,6 +8,15 @@
   "tests/aws/services/cloudformation/engine/test_references.py::TestFnSub::test_non_string_parameter_in_sub": {
     "last_validated_date": "2024-10-17T22:49:56+00:00"
   },
+  "tests/aws/services/cloudformation/engine/test_references.py::TestPseudoParameters::test_stack_id": {
+    "last_validated_date": "2025-09-24T09:54:00+00:00",
+    "durations_in_seconds": {
+      "setup": 1.3,
+      "call": 8.18,
+      "teardown": 4.36,
+      "total": 13.84
+    }
+  },
   "tests/aws/services/cloudformation/engine/test_references.py::test_aws_novalue[no]": {
     "last_validated_date": "2025-08-12T21:47:08+00:00",
     "durations_in_seconds": {
diff --git a/tests/aws/templates/stack-id-validation.yaml b/tests/aws/templates/stack-id-validation.yaml
new file mode 100644
index 0000000000000..b504527d00be5
--- /dev/null
+++ b/tests/aws/templates/stack-id-validation.yaml
@@ -0,0 +1,22 @@
+Resources:
+  MyParameter:
+    Type: AWS::SSM::Parameter
+    Properties:
+      Type: String
+      Value: !Join
+        - "-"
+        - - !Ref AWS::StackName
+          - "s3logs"
+          - Fn::Select:
+              - 4
+              - Fn::Split:
+                  - '-'
+                  - Fn::Select:
+                      - 2
+                      - Fn::Split:
+                          - /
+                          - Ref: AWS::StackId
+
+Outputs:
+  ParameterValue:
+    Value: !GetAtt MyParameter.Value

From f93ee9531e4074d0988238ca9e2a6ea78aae9c68 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Cristopher=20Pinz=C3=B3n?=
 <18080804+pinzon@users.noreply.github.com>
Date: Thu, 25 Sep 2025 14:14:10 -0500
Subject: [PATCH 243/697] CFN: fix for dynamic ref when value is a number
 (#13194)

---
 .../localstack/services/cloudformation/engine/v2/resolving.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/resolving.py b/localstack-core/localstack/services/cloudformation/engine/v2/resolving.py
index ac026faf71b7d..0be0bffd8a8de 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/resolving.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/resolving.py
@@ -92,9 +92,9 @@ def perform_dynamic_reference_lookup(
                 raise RuntimeError(
                     f"JSON value for {reference.service_name}.{reference.reference_key} not present"
                 )
-            return json_secret[json_key]
+            return str(json_secret[json_key])
         else:
-            return secret_value
+            return str(secret_value)
 
     LOG.warning(
         "Unsupported service for dynamic parameter: service_name=%s", reference.service_name

From c6edf331f775c282243deb0622ddef04053caf40 Mon Sep 17 00:00:00 2001
From: "Duncan Mac-Vicar P." <duncan.mac-vicar@localstack.cloud>
Date: Sun, 29 Jun 2025 11:17:21 +0200
Subject: [PATCH 244/697] SES: add snapshot test for describe_configuration_set
 with SNS destinations

Related to issue #12722
Requires https://github.com/getmoto/moto/pull/9023
---
 tests/aws/services/ses/test_ses.py            | 34 +++++++++++++++++++
 tests/aws/services/ses/test_ses.snapshot.json | 30 ++++++++++++++++
 .../aws/services/ses/test_ses.validation.json |  9 +++++
 3 files changed, 73 insertions(+)

diff --git a/tests/aws/services/ses/test_ses.py b/tests/aws/services/ses/test_ses.py
index 3073f4a922a2b..c6fd53dd13df4 100644
--- a/tests/aws/services/ses/test_ses.py
+++ b/tests/aws/services/ses/test_ses.py
@@ -6,6 +6,7 @@
 import pytest
 import requests
 from botocore.exceptions import ClientError
+from localstack_snapshot.snapshots.transformer import SortingTransformer
 
 import localstack.config as config
 from localstack.services.ses.provider import EMAILS, EMAILS_ENDPOINT
@@ -287,6 +288,39 @@ def _assert_sent_quota(expected_counter: int) -> dict:
         _ = retry(_assert_sent_quota, expected_counter=counter + 1, retries=retries, sleep=1)
         # snapshot.match('get-quota-3', _)
 
+    @markers.aws.validated
+    def test_describe_config_set_event_destinations(
+        self,
+        aws_client,
+        sns_topic,
+        ses_configuration_set,
+        ses_configuration_set_sns_event_destination,
+        snapshot,
+    ):
+        config_set_name = f"config-set-{short_uid()}"
+        snapshot.add_transformer(snapshot.transform.regex(config_set_name, "<config-set-name>"))
+
+        topic_arn = sns_topic["Attributes"]["TopicArn"]
+        snapshot.add_transformer(snapshot.transform.regex(topic_arn, "<arn>"))
+
+        ses_configuration_set(config_set_name)
+        event_destination_name = f"config-set-event-destination-{short_uid()}"
+        snapshot.add_transformer(
+            snapshot.transform.regex(event_destination_name, "<event-destination-name>")
+        )
+
+        snapshot.add_transformer(SortingTransformer("MatchingEventTypes"))
+
+        ses_configuration_set_sns_event_destination(
+            config_set_name, event_destination_name, topic_arn
+        )
+
+        response = aws_client.ses.describe_configuration_set(
+            ConfigurationSetName=config_set_name,
+            ConfigurationSetAttributeNames=["eventDestinations"],
+        )
+        snapshot.match("event_destinations", response)
+
     @markers.aws.validated
     @markers.snapshot.skip_snapshot_verify(
         paths=[
diff --git a/tests/aws/services/ses/test_ses.snapshot.json b/tests/aws/services/ses/test_ses.snapshot.json
index e5c2ba3c77332..a0f8bbfb6c02d 100644
--- a/tests/aws/services/ses/test_ses.snapshot.json
+++ b/tests/aws/services/ses/test_ses.snapshot.json
@@ -1081,5 +1081,35 @@
         }
       }
     }
+  },
+  "tests/aws/services/ses/test_ses.py::TestSES::test_describe_config_set_event_destinations": {
+    "recorded-date": "20-08-2025, 12:00:48",
+    "recorded-content": {
+      "event_destinations": {
+        "ConfigurationSet": {
+          "Name": "<config-set-name>"
+        },
+        "EventDestinations": [
+          {
+            "Enabled": true,
+            "MatchingEventTypes": [
+              "bounce",
+              "click",
+              "delivery",
+              "open",
+              "send"
+            ],
+            "Name": "<event-destination-name>",
+            "SNSDestination": {
+              "TopicARN": "<arn>"
+            }
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/ses/test_ses.validation.json b/tests/aws/services/ses/test_ses.validation.json
index 96e8ce9933169..b344177c9dd2f 100644
--- a/tests/aws/services/ses/test_ses.validation.json
+++ b/tests/aws/services/ses/test_ses.validation.json
@@ -23,6 +23,15 @@
   "tests/aws/services/ses/test_ses.py::TestSES::test_deleting_non_existent_configuration_set_event_destination": {
     "last_validated_date": "2023-08-25T22:04:53+00:00"
   },
+  "tests/aws/services/ses/test_ses.py::TestSES::test_describe_config_set_event_destinations": {
+    "last_validated_date": "2025-08-20T12:00:48+00:00",
+    "durations_in_seconds": {
+      "setup": 2.09,
+      "call": 1.15,
+      "teardown": 0.58,
+      "total": 3.82
+    }
+  },
   "tests/aws/services/ses/test_ses.py::TestSES::test_invalid_tags_send_email[-]": {
     "last_validated_date": "2024-07-30T10:18:09+00:00"
   },

From ec023ceb8313e73a7459f391c206324bf9083fe9 Mon Sep 17 00:00:00 2001
From: Thomas Rausch <thomas@thrau.at>
Date: Fri, 26 Sep 2025 21:53:54 +0200
Subject: [PATCH 245/697] add sqs tests for
 ApproximateNumberOfMessagesNotVisible queue attribute (#13197)

---
 .../localstack/services/sqs/models.py         |   2 +-
 tests/aws/services/sqs/test_sqs.py            | 126 ++++++++++++++++++
 tests/aws/services/sqs/test_sqs.snapshot.json |  16 +++
 .../aws/services/sqs/test_sqs.validation.json |  36 +++++
 4 files changed, 179 insertions(+), 1 deletion(-)

diff --git a/localstack-core/localstack/services/sqs/models.py b/localstack-core/localstack/services/sqs/models.py
index a9357b75d1249..702091290964e 100644
--- a/localstack-core/localstack/services/sqs/models.py
+++ b/localstack-core/localstack/services/sqs/models.py
@@ -153,7 +153,7 @@ def is_visible(self) -> bool:
         """
         Returns false if the message has a visibility deadline that is in the future.
 
-        :return: whether the message is visibile or not.
+        :return: whether the message is visible or not.
         """
         if self.visibility_deadline is None:
             return True
diff --git a/tests/aws/services/sqs/test_sqs.py b/tests/aws/services/sqs/test_sqs.py
index bd8645111c43c..3550246595946 100644
--- a/tests/aws/services/sqs/test_sqs.py
+++ b/tests/aws/services/sqs/test_sqs.py
@@ -1079,6 +1079,132 @@ def _assert():
 
         retry(_assert)
 
+    @markers.aws.validated
+    def test_approximate_number_of_messages_not_visible(self, sqs_create_queue, aws_sqs_client):
+        # note that this test takes a bit longer when running on AWS, because we need to wait for propagation of
+        # queue attributes
+        queue_url = sqs_create_queue(
+            Attributes={
+                "VisibilityTimeout": "60" if is_aws_cloud() else "5",
+            },
+        )
+
+        aws_sqs_client.send_message(QueueUrl=queue_url, MessageBody="message-1")
+        aws_sqs_client.send_message(QueueUrl=queue_url, MessageBody="message-2")
+        aws_sqs_client.send_message(QueueUrl=queue_url, MessageBody="message-3")
+        aws_sqs_client.send_message(QueueUrl=queue_url, MessageBody="message-4")
+        aws_sqs_client.send_message(QueueUrl=queue_url, MessageBody="message-5")
+        aws_sqs_client.send_message(QueueUrl=queue_url, MessageBody="message-6")
+
+        # receive 1 message (from message group 1), now 5 messages should be visible
+        aws_sqs_client.receive_message(QueueUrl=queue_url, MaxNumberOfMessages=1)
+
+        def _assert_attributes_before_visibility_timeout():
+            _result = aws_sqs_client.get_queue_attributes(
+                QueueUrl=queue_url,
+                AttributeNames=[
+                    "ApproximateNumberOfMessages",
+                    "ApproximateNumberOfMessagesNotVisible",
+                    "ApproximateNumberOfMessagesDelayed",
+                ],
+            )
+            assert _result["Attributes"] == {
+                "ApproximateNumberOfMessages": "5",
+                "ApproximateNumberOfMessagesNotVisible": "1",
+                "ApproximateNumberOfMessagesDelayed": "0",
+            }
+
+        retry(_assert_attributes_before_visibility_timeout, retries=60, sleep=1)
+
+        def _assert_after_visibility_timeout():
+            _result = aws_sqs_client.get_queue_attributes(
+                QueueUrl=queue_url,
+                AttributeNames=[
+                    "ApproximateNumberOfMessages",
+                    "ApproximateNumberOfMessagesNotVisible",
+                    "ApproximateNumberOfMessagesDelayed",
+                ],
+            )
+            assert _result["Attributes"] == {
+                "ApproximateNumberOfMessages": "6",
+                "ApproximateNumberOfMessagesNotVisible": "0",
+                "ApproximateNumberOfMessagesDelayed": "0",
+            }
+
+        retry(_assert_after_visibility_timeout, retries=60, sleep=1)
+
+    @markers.aws.validated
+    def test_fifo_approximate_number_of_messages_not_visible(
+        self, sqs_create_queue, aws_sqs_client
+    ):
+        # note that this test takes a bit longer when running on AWS, because we need to wait for propagation of
+        # queue attributes
+        queue_url = sqs_create_queue(
+            QueueName=f"queue-{short_uid()}.fifo",
+            Attributes={
+                "FifoQueue": "True",
+                "ContentBasedDeduplication": "True",
+                "VisibilityTimeout": "60" if is_aws_cloud() else "5",
+            },
+        )
+
+        aws_sqs_client.send_message(QueueUrl=queue_url, MessageBody="message-1", MessageGroupId="1")
+        aws_sqs_client.send_message(QueueUrl=queue_url, MessageBody="message-2", MessageGroupId="1")
+        aws_sqs_client.send_message(QueueUrl=queue_url, MessageBody="message-3", MessageGroupId="2")
+        aws_sqs_client.send_message(QueueUrl=queue_url, MessageBody="message-4", MessageGroupId="2")
+        aws_sqs_client.send_message(QueueUrl=queue_url, MessageBody="message-5", MessageGroupId="3")
+        aws_sqs_client.send_message(QueueUrl=queue_url, MessageBody="message-6", MessageGroupId="3")
+
+        # receive 2 messages (from message group 1 and group 2), now two groups are invisible (4 messages), but only 2
+        # messages should be marked as truly invisible (the ones received)
+        message_1 = aws_sqs_client.receive_message(
+            QueueUrl=queue_url,
+            MaxNumberOfMessages=1,
+            MessageSystemAttributeNames=["MessageGroupId"],
+        )
+        message_2 = aws_sqs_client.receive_message(
+            QueueUrl=queue_url,
+            MaxNumberOfMessages=1,
+            MessageSystemAttributeNames=["MessageGroupId"],
+        )
+
+        assert message_1["Messages"][0]["Attributes"]["MessageGroupId"] == "1"
+        assert message_2["Messages"][0]["Attributes"]["MessageGroupId"] == "2"
+
+        def _assert_attributes_before_visibility_timeout():
+            _result = aws_sqs_client.get_queue_attributes(
+                QueueUrl=queue_url,
+                AttributeNames=[
+                    "ApproximateNumberOfMessages",
+                    "ApproximateNumberOfMessagesNotVisible",
+                    "ApproximateNumberOfMessagesDelayed",
+                ],
+            )
+            assert _result["Attributes"] == {
+                "ApproximateNumberOfMessages": "4",
+                "ApproximateNumberOfMessagesNotVisible": "2",
+                "ApproximateNumberOfMessagesDelayed": "0",
+            }
+
+        retry(_assert_attributes_before_visibility_timeout, retries=60, sleep=1)
+
+        def _assert_after_visibility_timeout():
+            _result = aws_sqs_client.get_queue_attributes(
+                QueueUrl=queue_url,
+                AttributeNames=[
+                    "ApproximateNumberOfMessages",
+                    "ApproximateNumberOfMessagesNotVisible",
+                    "ApproximateNumberOfMessagesDelayed",
+                ],
+            )
+            assert _result["Attributes"] == {
+                "ApproximateNumberOfMessages": "6",
+                "ApproximateNumberOfMessagesNotVisible": "0",
+                "ApproximateNumberOfMessagesDelayed": "0",
+            }
+
+        retry(_assert_after_visibility_timeout, retries=60, sleep=1)
+
     @markers.aws.validated
     def test_receive_after_visibility_timeout(self, sqs_create_queue, aws_sqs_client):
         queue_url = sqs_create_queue(Attributes={"VisibilityTimeout": "1"})
diff --git a/tests/aws/services/sqs/test_sqs.snapshot.json b/tests/aws/services/sqs/test_sqs.snapshot.json
index ef12d37f6f1f0..59b4b256f7276 100644
--- a/tests/aws/services/sqs/test_sqs.snapshot.json
+++ b/tests/aws/services/sqs/test_sqs.snapshot.json
@@ -4203,5 +4203,21 @@
         }
       }
     }
+  },
+  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_approximate_number_of_messages_not_visible[sqs]": {
+    "recorded-date": "25-09-2025, 21:46:19",
+    "recorded-content": {}
+  },
+  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_approximate_number_of_messages_not_visible[sqs_query]": {
+    "recorded-date": "25-09-2025, 21:47:19",
+    "recorded-content": {}
+  },
+  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fifo_approximate_number_of_messages_not_visible[sqs]": {
+    "recorded-date": "25-09-2025, 21:53:42",
+    "recorded-content": {}
+  },
+  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fifo_approximate_number_of_messages_not_visible[sqs_query]": {
+    "recorded-date": "25-09-2025, 21:54:43",
+    "recorded-content": {}
   }
 }
diff --git a/tests/aws/services/sqs/test_sqs.validation.json b/tests/aws/services/sqs/test_sqs.validation.json
index 7d166f13b916c..3b62f59b54ae3 100644
--- a/tests/aws/services/sqs/test_sqs.validation.json
+++ b/tests/aws/services/sqs/test_sqs.validation.json
@@ -1,4 +1,22 @@
 {
+  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_approximate_number_of_messages_not_visible[sqs]": {
+    "last_validated_date": "2025-09-26T16:41:28+00:00",
+    "durations_in_seconds": {
+      "setup": 0.19,
+      "call": 61.13,
+      "teardown": 0.07,
+      "total": 61.39
+    }
+  },
+  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_approximate_number_of_messages_not_visible[sqs_query]": {
+    "last_validated_date": "2025-09-26T16:42:30+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 61.63,
+      "teardown": 0.09,
+      "total": 61.72
+    }
+  },
   "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_aws_trace_header_propagation[sqs]": {
     "last_validated_date": "2025-06-27T10:55:55+00:00",
     "durations_in_seconds": {
@@ -146,6 +164,24 @@
       "total": 0.86
     }
   },
+  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fifo_approximate_number_of_messages_not_visible[sqs]": {
+    "last_validated_date": "2025-09-26T16:46:35+00:00",
+    "durations_in_seconds": {
+      "setup": 5.18,
+      "call": 62.17,
+      "teardown": 0.08,
+      "total": 67.43
+    }
+  },
+  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fifo_approximate_number_of_messages_not_visible[sqs_query]": {
+    "last_validated_date": "2025-09-26T16:47:37+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 62.34,
+      "teardown": 0.07,
+      "total": 62.41
+    }
+  },
   "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fifo_change_to_high_throughput_after_creation[sqs]": {
     "last_validated_date": "2025-08-19T13:29:53+00:00",
     "durations_in_seconds": {

From 1d26fe7f88289ffb88d6fd04a5d4f01e39f42fc9 Mon Sep 17 00:00:00 2001
From: Thomas Rausch <thomas@thrau.at>
Date: Fri, 26 Sep 2025 21:54:02 +0200
Subject: [PATCH 246/697] fix sqs dev endpoint to show invisible fifo messages
 correctly (#13196)

---
 .../localstack/services/sqs/provider.py       | 11 +++-
 tests/aws/services/sqs/test_sqs_backdoor.py   | 61 +++++++++++++++++++
 2 files changed, 71 insertions(+), 1 deletion(-)

diff --git a/localstack-core/localstack/services/sqs/provider.py b/localstack-core/localstack/services/sqs/provider.py
index 6049e336b8bb0..2ffa9ffecd0c7 100644
--- a/localstack-core/localstack/services/sqs/provider.py
+++ b/localstack-core/localstack/services/sqs/provider.py
@@ -775,7 +775,16 @@ def _collect_messages(
         if isinstance(queue, StandardQueue):
             sqs_messages.extend(queue.visible.queue)
         elif isinstance(queue, FifoQueue):
-            for message_group in queue.message_groups.values():
+            if show_invisible:
+                for inflight_group in queue.inflight_groups:
+                    # messages that have been received are held in ``queue.inflight``, even for FIFO queues. however,
+                    # for fifo queues, messages that are in the same message group as messages that have been
+                    # received, are also considered invisible, and are held here in ``inflight_group.messages``.
+                    for sqs_message in inflight_group.messages:
+                        sqs_messages.append(sqs_message)
+
+            for message_group in queue.message_group_queue.queue:
+                # these are all messages of message groups that are visible
                 for sqs_message in message_group.messages:
                     sqs_messages.append(sqs_message)
         else:
diff --git a/tests/aws/services/sqs/test_sqs_backdoor.py b/tests/aws/services/sqs/test_sqs_backdoor.py
index 39669a61f51fd..8c75506173edd 100644
--- a/tests/aws/services/sqs/test_sqs_backdoor.py
+++ b/tests/aws/services/sqs/test_sqs_backdoor.py
@@ -235,6 +235,67 @@ def test_list_messages_with_invisible_messages(
         assert _parse_attribute_map(messages[1])["IsVisible"] == "true"
         assert _parse_attribute_map(messages[2])["IsVisible"] == "true"
 
+    @markers.aws.only_localstack
+    @pytest.mark.parametrize("strategy", ["standard", "domain", "path"])
+    def test_fifo_list_messages_with_invisible_messages(
+        self,
+        sqs_create_queue,
+        aws_client,
+        monkeypatch,
+        strategy,
+    ):
+        monkeypatch.setattr(config, "SQS_ENDPOINT_STRATEGY", strategy)
+
+        queue_url = sqs_create_queue(
+            QueueName=f"queue-{short_uid()}.fifo",
+            Attributes={
+                "FifoQueue": "true",
+                "ContentBasedDeduplication": "true",
+                "VisibilityTimeout": "120",
+            },
+        )
+        aws_client.sqs.send_message(QueueUrl=queue_url, MessageBody="message-1", MessageGroupId="1")
+        aws_client.sqs.send_message(QueueUrl=queue_url, MessageBody="message-2", MessageGroupId="1")
+        aws_client.sqs.send_message(QueueUrl=queue_url, MessageBody="message-3", MessageGroupId="2")
+        aws_client.sqs.send_message(QueueUrl=queue_url, MessageBody="message-4", MessageGroupId="2")
+
+        # check out a messages
+        aws_client.sqs.receive_message(QueueUrl=queue_url, MaxNumberOfMessages=1)
+
+        response = requests.get(
+            "http://localhost:4566/_aws/sqs/messages",
+            params={"QueueUrl": queue_url, "ShowInvisible": False},
+            headers={"Accept": "application/json"},
+        )
+        doc = response.json()
+        messages = doc["ReceiveMessageResponse"]["ReceiveMessageResult"]["Message"]
+        assert len(messages) == 2
+        assert messages[0]["Body"] == "message-3"
+        assert messages[1]["Body"] == "message-4"
+
+        response = requests.get(
+            "http://localhost:4566/_aws/sqs/messages",
+            params={"QueueUrl": queue_url, "ShowInvisible": True},
+            headers={"Accept": "application/json"},
+        )
+        doc = response.json()
+        messages: list[dict] = doc["ReceiveMessageResponse"]["ReceiveMessageResult"]["Message"]
+        assert len(messages) == 4
+        # there are no clear sorting rules in this scenario (fifo queues, invisible, + the way messages are collected)
+        messages.sort(key=lambda k: k["Body"])
+        assert messages[0]["Body"] == "message-1"
+        assert messages[1]["Body"] == "message-2"
+        assert messages[2]["Body"] == "message-3"
+        assert messages[3]["Body"] == "message-4"
+
+        assert _parse_attribute_map(messages[0])["IsVisible"] == "false"
+        # so technically the message itself IS visible, but the message *group* is invisible. implementing that this
+        # shows "false" for message-2 requires a bit of rework in our current implementation, so i would consider this a
+        # fair limitation for now, given its subject to interpretation anyway.
+        assert _parse_attribute_map(messages[1])["IsVisible"] == "true"
+        assert _parse_attribute_map(messages[2])["IsVisible"] == "true"
+        assert _parse_attribute_map(messages[3])["IsVisible"] == "true"
+
     @markers.aws.only_localstack
     @pytest.mark.parametrize("strategy", ["standard", "domain", "path"])
     def test_list_messages_with_delayed_messages(

From 77a5785a1e8e8d419eb48f5ab8151d51dbf30520 Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Mon, 29 Sep 2025 09:12:07 +0200
Subject: [PATCH 247/697] Update ASF APIs (#13204)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
---
 localstack-core/localstack/aws/api/ec2/__init__.py   | 12 ++++++++++++
 .../localstack/aws/api/redshift/__init__.py          | 12 +++++++++---
 localstack-core/localstack/aws/api/ssm/__init__.py   |  2 ++
 pyproject.toml                                       |  6 +++---
 requirements-base-runtime.txt                        |  4 ++--
 requirements-dev.txt                                 |  6 +++---
 requirements-runtime.txt                             |  6 +++---
 requirements-test.txt                                |  6 +++---
 requirements-typehint.txt                            |  6 +++---
 9 files changed, 40 insertions(+), 20 deletions(-)

diff --git a/localstack-core/localstack/aws/api/ec2/__init__.py b/localstack-core/localstack/aws/api/ec2/__init__.py
index 38875db4729cb..6d4e1980f8ddb 100644
--- a/localstack-core/localstack/aws/api/ec2/__init__.py
+++ b/localstack-core/localstack/aws/api/ec2/__init__.py
@@ -2447,6 +2447,18 @@ class InstanceType(StrEnum):
     i8ge_metal_48xl = "i8ge.metal-48xl"
     mac_m4_metal = "mac-m4.metal"
     mac_m4pro_metal = "mac-m4pro.metal"
+    r8gn_medium = "r8gn.medium"
+    r8gn_large = "r8gn.large"
+    r8gn_xlarge = "r8gn.xlarge"
+    r8gn_2xlarge = "r8gn.2xlarge"
+    r8gn_4xlarge = "r8gn.4xlarge"
+    r8gn_8xlarge = "r8gn.8xlarge"
+    r8gn_12xlarge = "r8gn.12xlarge"
+    r8gn_16xlarge = "r8gn.16xlarge"
+    r8gn_24xlarge = "r8gn.24xlarge"
+    r8gn_48xlarge = "r8gn.48xlarge"
+    r8gn_metal_24xl = "r8gn.metal-24xl"
+    r8gn_metal_48xl = "r8gn.metal-48xl"
 
 
 class InstanceTypeHypervisor(StrEnum):
diff --git a/localstack-core/localstack/aws/api/redshift/__init__.py b/localstack-core/localstack/aws/api/redshift/__init__.py
index 1bcc3ad7816ad..a2d440b99b8e9 100644
--- a/localstack-core/localstack/aws/api/redshift/__init__.py
+++ b/localstack-core/localstack/aws/api/redshift/__init__.py
@@ -1985,6 +1985,9 @@ class CreateIntegrationMessage(ServiceRequest):
     Description: Optional[IntegrationDescription]
 
 
+TagKeyList = List[String]
+
+
 class ReadWriteAccess(TypedDict, total=False):
     Authorization: ServiceAuthorization
 
@@ -2023,6 +2026,8 @@ class CreateRedshiftIdcApplicationMessage(ServiceRequest):
     IamRoleArn: String
     AuthorizedTokenIssuerList: Optional[AuthorizedTokenIssuerList]
     ServiceIntegrations: Optional[ServiceIntegrationList]
+    Tags: Optional[TagList]
+    SsoTagKeys: Optional[TagKeyList]
 
 
 class RedshiftIdcApplication(TypedDict, total=False):
@@ -2036,6 +2041,8 @@ class RedshiftIdcApplication(TypedDict, total=False):
     IdcOnboardStatus: Optional[String]
     AuthorizedTokenIssuerList: Optional[AuthorizedTokenIssuerList]
     ServiceIntegrations: Optional[ServiceIntegrationList]
+    Tags: Optional[TagList]
+    SsoTagKeys: Optional[TagKeyList]
 
 
 class CreateRedshiftIdcApplicationResult(TypedDict, total=False):
@@ -2247,9 +2254,6 @@ class DeleteSnapshotScheduleMessage(ServiceRequest):
     ScheduleIdentifier: String
 
 
-TagKeyList = List[String]
-
-
 class DeleteTagsMessage(ServiceRequest):
     ResourceName: String
     TagKeys: TagKeyList
@@ -3914,6 +3918,8 @@ def create_redshift_idc_application(
         identity_namespace: IdentityNamespaceString | None = None,
         authorized_token_issuer_list: AuthorizedTokenIssuerList | None = None,
         service_integrations: ServiceIntegrationList | None = None,
+        tags: TagList | None = None,
+        sso_tag_keys: TagKeyList | None = None,
         **kwargs,
     ) -> CreateRedshiftIdcApplicationResult:
         raise NotImplementedError
diff --git a/localstack-core/localstack/aws/api/ssm/__init__.py b/localstack-core/localstack/aws/api/ssm/__init__.py
index bf32cd2834bc2..5955484431472 100644
--- a/localstack-core/localstack/aws/api/ssm/__init__.py
+++ b/localstack-core/localstack/aws/api/ssm/__init__.py
@@ -4426,6 +4426,7 @@ class GetDeployablePatchSnapshotForInstanceRequest(ServiceRequest):
     InstanceId: InstanceId
     SnapshotId: SnapshotId
     BaselineOverride: Optional[BaselineOverride]
+    UseS3DualStackEndpoint: Optional[Boolean]
 
 
 class GetDeployablePatchSnapshotForInstanceResult(TypedDict, total=False):
@@ -6749,6 +6750,7 @@ def get_deployable_patch_snapshot_for_instance(
         instance_id: InstanceId,
         snapshot_id: SnapshotId,
         baseline_override: BaselineOverride | None = None,
+        use_s3_dual_stack_endpoint: Boolean | None = None,
         **kwargs,
     ) -> GetDeployablePatchSnapshotForInstanceResult:
         raise NotImplementedError
diff --git a/pyproject.toml b/pyproject.toml
index ccabcbcf8307c..400e439bde8df 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -53,9 +53,9 @@ Issues = "https://github.com/localstack/localstack/issues"
 # minimal required to actually run localstack on the host for services natively implemented in python
 base-runtime = [
     # pinned / updated by ASF update action
-    "boto3==1.40.35",
+    "boto3==1.40.40",
     # pinned / updated by ASF update action
-    "botocore==1.40.35",
+    "botocore==1.40.40",
     "awscrt>=0.13.14,!=0.27.1",
     "cbor2>=5.5.0",
     "dnspython>=1.16.0",
@@ -78,7 +78,7 @@ base-runtime = [
 runtime = [
     "localstack-core[base-runtime]",
     # pinned / updated by ASF update action
-    "awscli==1.42.35",
+    "awscli==1.42.40",
     "airspeed-ext>=0.6.3",
     # version that has a built wheel
     "kclpy-ext>=3.0.0",
diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index 09b352a5c0053..41af6ea42f4d3 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -11,9 +11,9 @@ attrs==25.3.0
     #   referencing
 awscrt==0.28.1
     # via localstack-core (pyproject.toml)
-boto3==1.40.35
+boto3==1.40.40
     # via localstack-core (pyproject.toml)
-botocore==1.40.35
+botocore==1.40.40
     # via
     #   boto3
     #   localstack-core (pyproject.toml)
diff --git a/requirements-dev.txt b/requirements-dev.txt
index 2ca0ec61adf2b..62b902601602f 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -39,17 +39,17 @@ aws-sam-translator==1.100.0
     #   localstack-core
 aws-xray-sdk==2.14.0
     # via moto-ext
-awscli==1.42.35
+awscli==1.42.40
     # via localstack-core
 awscrt==0.28.1
     # via localstack-core
-boto3==1.40.35
+boto3==1.40.40
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.40.35
+botocore==1.40.40
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index 8093f04489d58..c54084b96d9e2 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -27,17 +27,17 @@ aws-sam-translator==1.100.0
     #   localstack-core (pyproject.toml)
 aws-xray-sdk==2.14.0
     # via moto-ext
-awscli==1.42.35
+awscli==1.42.40
     # via localstack-core (pyproject.toml)
 awscrt==0.28.1
     # via localstack-core
-boto3==1.40.35
+boto3==1.40.40
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.40.35
+botocore==1.40.40
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-test.txt b/requirements-test.txt
index 187907eda5c6a..24265092df1ed 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -39,17 +39,17 @@ aws-sam-translator==1.100.0
     #   localstack-core
 aws-xray-sdk==2.14.0
     # via moto-ext
-awscli==1.42.35
+awscli==1.42.40
     # via localstack-core
 awscrt==0.28.1
     # via localstack-core
-boto3==1.40.35
+boto3==1.40.40
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.40.35
+botocore==1.40.40
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index bbae9cbe573e6..f501c18789ec1 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -39,11 +39,11 @@ aws-sam-translator==1.100.0
     #   localstack-core
 aws-xray-sdk==2.14.0
     # via moto-ext
-awscli==1.42.35
+awscli==1.42.40
     # via localstack-core
 awscrt==0.28.1
     # via localstack-core
-boto3==1.40.35
+boto3==1.40.40
     # via
     #   aws-sam-translator
     #   kclpy-ext
@@ -51,7 +51,7 @@ boto3==1.40.35
     #   moto-ext
 boto3-stubs==1.40.36
     # via localstack-core (pyproject.toml)
-botocore==1.40.35
+botocore==1.40.40
     # via
     #   aws-xray-sdk
     #   awscli

From e60ff8ee87758b9f8f8db04d400ce6a5ea704a82 Mon Sep 17 00:00:00 2001
From: "Duncan Mac-Vicar P." <duncan.mac-vicar@localstack.cloud>
Date: Mon, 29 Sep 2025 10:48:54 +0200
Subject: [PATCH 248/697] feat(kinesis): implement resource policies CRUD
 operations (#12488) (#12961)

---
 .../localstack/services/kinesis/models.py     | 17 +++-
 .../localstack/services/kinesis/provider.py   | 73 +++++++++++++++
 tests/aws/services/kinesis/test_kinesis.py    | 89 +++++++++++++++++++
 .../kinesis/test_kinesis.snapshot.json        | 80 +++++++++++++++++
 .../kinesis/test_kinesis.validation.json      |  9 ++
 5 files changed, 266 insertions(+), 2 deletions(-)

diff --git a/localstack-core/localstack/services/kinesis/models.py b/localstack-core/localstack/services/kinesis/models.py
index 20207a702844a..f601fda0ab1ca 100644
--- a/localstack-core/localstack/services/kinesis/models.py
+++ b/localstack-core/localstack/services/kinesis/models.py
@@ -1,7 +1,18 @@
 from collections import defaultdict
 
-from localstack.aws.api.kinesis import ConsumerDescription, MetricsName, StreamName
-from localstack.services.stores import AccountRegionBundle, BaseStore, LocalAttribute
+from localstack.aws.api.kinesis import (
+    ConsumerDescription,
+    MetricsName,
+    Policy,
+    ResourceARN,
+    StreamName,
+)
+from localstack.services.stores import (
+    AccountRegionBundle,
+    BaseStore,
+    CrossAccountAttribute,
+    LocalAttribute,
+)
 
 
 class KinesisStore(BaseStore):
@@ -13,5 +24,7 @@ class KinesisStore(BaseStore):
         default=lambda: defaultdict(set)
     )
 
+    resource_policies: dict[ResourceARN, Policy] = CrossAccountAttribute(default=dict)
+
 
 kinesis_stores = AccountRegionBundle("kinesis", KinesisStore)
diff --git a/localstack-core/localstack/services/kinesis/provider.py b/localstack-core/localstack/services/kinesis/provider.py
index 216ff316ec397..a858defb8cc47 100644
--- a/localstack-core/localstack/services/kinesis/provider.py
+++ b/localstack-core/localstack/services/kinesis/provider.py
@@ -1,5 +1,7 @@
+import json
 import logging
 import os
+import re
 import time
 from random import random
 
@@ -8,14 +10,18 @@
 from localstack.aws.api.kinesis import (
     ConsumerARN,
     Data,
+    GetResourcePolicyOutput,
     HashKey,
     KinesisApi,
     PartitionKey,
+    Policy,
     ProvisionedThroughputExceededException,
     PutRecordOutput,
     PutRecordsOutput,
     PutRecordsRequestEntryList,
     PutRecordsResultEntry,
+    ResourceARN,
+    ResourceNotFoundException,
     SequenceNumber,
     ShardId,
     StartingPosition,
@@ -24,6 +30,7 @@
     SubscribeToShardEvent,
     SubscribeToShardEventStream,
     SubscribeToShardOutput,
+    ValidationException,
 )
 from localstack.aws.connect import connect_to
 from localstack.constants import LOCALHOST
@@ -39,6 +46,13 @@
 MAX_SUBSCRIPTION_SECONDS = 300
 SERVER_STARTUP_TIMEOUT = 120
 
+DATA_STREAM_ARN_REGEX = re.compile(
+    r"^arn:aws(?:-[a-z]+)*:kinesis:[a-z0-9-]+:\d{12}:stream\/[a-zA-Z0-9_.\-]+$"
+)
+CONSUMER_ARN_REGEX = re.compile(
+    r"^arn:aws(?:-[a-z]+)*:kinesis:[a-z0-9-]+:\d{12}:stream\/[a-zA-Z0-9_.\-]+\/consumer\/[a-zA-Z0-9_.\-]+:\d+$"
+)
+
 
 def find_stream_for_consumer(consumer_arn):
     account_id = extract_account_id_from_arn(consumer_arn)
@@ -52,6 +66,11 @@ def find_stream_for_consumer(consumer_arn):
     raise Exception(f"Unable to find stream for stream consumer {consumer_arn}")
 
 
+def is_valid_kinesis_arn(resource_arn: ResourceARN) -> bool:
+    """Check if the provided ARN is a valid Kinesis ARN."""
+    return bool(CONSUMER_ARN_REGEX.match(resource_arn) or DATA_STREAM_ARN_REGEX.match(resource_arn))
+
+
 class KinesisProvider(KinesisApi, ServiceLifecycleHook):
     server_manager: KinesisServerManager
 
@@ -81,6 +100,60 @@ def get_forward_url(self, account_id: str, region_name: str) -> str:
     def get_store(account_id: str, region_name: str) -> KinesisStore:
         return kinesis_stores[account_id][region_name]
 
+    def put_resource_policy(
+        self,
+        context: RequestContext,
+        resource_arn: ResourceARN,
+        policy: Policy,
+        **kwargs,
+    ) -> None:
+        if not is_valid_kinesis_arn(resource_arn):
+            raise ValidationException(f"invalid kinesis arn {resource_arn}")
+
+        kinesis = connect_to().kinesis
+        try:
+            kinesis.describe_stream_summary(StreamARN=resource_arn)
+        except kinesis.exceptions.ResourceNotFoundException:
+            raise ResourceNotFoundException(f"Stream with ARN {resource_arn} not found")
+
+        store = self.get_store(context.account_id, context.region)
+        store.resource_policies[resource_arn] = policy
+
+    def get_resource_policy(
+        self,
+        context: RequestContext,
+        resource_arn: ResourceARN,
+        **kwargs,
+    ) -> GetResourcePolicyOutput:
+        if not is_valid_kinesis_arn(resource_arn):
+            raise ValidationException(f"invalid kinesis arn {resource_arn}")
+
+        kinesis = connect_to().kinesis
+        try:
+            kinesis.describe_stream_summary(StreamARN=resource_arn)
+        except kinesis.exceptions.ResourceNotFoundException:
+            raise ResourceNotFoundException(f"Stream with ARN {resource_arn} not found")
+
+        store = self.get_store(context.account_id, context.region)
+        policy = store.resource_policies.get(resource_arn, json.dumps({}))
+        return GetResourcePolicyOutput(Policy=policy)
+
+    def delete_resource_policy(
+        self,
+        context: RequestContext,
+        resource_arn: ResourceARN,
+        **kwargs,
+    ) -> None:
+        if not is_valid_kinesis_arn(resource_arn):
+            raise ValidationException(f"invalid kinesis arn {resource_arn}")
+
+        store = self.get_store(context.account_id, context.region)
+        if resource_arn not in store.resource_policies:
+            raise ResourceNotFoundException(
+                f"No resource policy found for resource ARN {resource_arn}"
+            )
+        del store.resource_policies[resource_arn]
+
     def subscribe_to_shard(
         self,
         context: RequestContext,
diff --git a/tests/aws/services/kinesis/test_kinesis.py b/tests/aws/services/kinesis/test_kinesis.py
index 5d16751c0ecba..d226df5523543 100644
--- a/tests/aws/services/kinesis/test_kinesis.py
+++ b/tests/aws/services/kinesis/test_kinesis.py
@@ -134,6 +134,95 @@ def test_create_stream_without_shard_count(
 
         snapshot.match("Shards", shards)
 
+    @markers.aws.validated
+    def test_resource_policy_crud(
+        self,
+        account_id,
+        kinesis_create_stream,
+        wait_for_stream_ready,
+        aws_client,
+        snapshot,
+    ):
+        """Test complete CRUD cycle for Kinesis resource policies"""
+
+        stream_name = kinesis_create_stream()
+        wait_for_stream_ready(stream_name)
+        describe_stream = aws_client.kinesis.describe_stream(StreamName=stream_name)
+        resource_arn = describe_stream["StreamDescription"]["StreamARN"]
+        principal_arn = f"arn:aws:iam::{account_id}:root"
+
+        # retrieve, no policy yet
+        resp = aws_client.kinesis.get_resource_policy(ResourceARN=resource_arn)
+        snapshot.match("default_policy_if_not_set", resp)
+
+        # put
+        policy = {
+            "Version": "2012-10-17",
+            "Statement": [
+                {
+                    "Sid": "AllowCrossAccountWrite",
+                    "Effect": "Allow",
+                    "Principal": {"AWS": principal_arn},
+                    "Action": "kinesis:PutRecord",
+                    "Resource": resource_arn,
+                }
+            ],
+        }
+        resp = aws_client.kinesis.put_resource_policy(
+            ResourceARN=resource_arn, Policy=json.dumps(policy)
+        )
+        snapshot.match("put_resource_policy_if_not_set", resp)
+
+        # retrieve
+        resp = aws_client.kinesis.get_resource_policy(ResourceARN=resource_arn)
+        snapshot.match("get_resource_policy_after_set", resp)
+
+        # update
+        updated_policy = {
+            "Version": "2012-10-17",
+            "Statement": [
+                {
+                    "Sid": "AllowCrossAccountReadWrite",
+                    "Effect": "Allow",
+                    "Principal": {"AWS": principal_arn},
+                    "Action": ["kinesis:PutRecord", "kinesis:GetRecords"],
+                    "Resource": resource_arn,
+                }
+            ],
+        }
+        resp = aws_client.kinesis.put_resource_policy(
+            ResourceARN=resource_arn, Policy=json.dumps(updated_policy)
+        )
+        snapshot.match("update_resource_policy", resp)
+
+        # get the right policy after updating
+        resp = aws_client.kinesis.get_resource_policy(ResourceARN=resource_arn)
+        snapshot.match("get_resource_policy_after_update", resp)
+
+        # delete it
+        resp = aws_client.kinesis.delete_resource_policy(ResourceARN=resource_arn)
+        snapshot.match("delete_resource_policy", resp)
+
+        # get, policy should no longer exist
+        resp = aws_client.kinesis.get_resource_policy(ResourceARN=resource_arn)
+        snapshot.match("get_resource_policy_after_delete", resp)
+
+        # deleting non existent policy for a valid arn
+        with pytest.raises(ClientError):
+            aws_client.kinesis.delete_resource_policy(ResourceARN=resource_arn)
+
+        # put a policy for a non-existent stream
+        not_existent_arn = "arn:aws:kinesis:us-east-1:000000000000:stream/non-existent-xxxxxx"
+        policy["Statement"][0]["Resource"] = not_existent_arn
+        with pytest.raises(ClientError):
+            aws_client.kinesis.put_resource_policy(
+                ResourceARN=not_existent_arn, Policy=json.dumps(policy)
+            )
+
+        # TODO put a policy for an invalid stream arn, but it behaves differently
+        # on localstack and AWS, as the later triggers end-point-resolution in botocore
+        # and fails client side
+
     @markers.aws.validated
     def test_stream_consumers(
         self,
diff --git a/tests/aws/services/kinesis/test_kinesis.snapshot.json b/tests/aws/services/kinesis/test_kinesis.snapshot.json
index 95e569dc82480..73f6d14d62b50 100644
--- a/tests/aws/services/kinesis/test_kinesis.snapshot.json
+++ b/tests/aws/services/kinesis/test_kinesis.snapshot.json
@@ -235,5 +235,85 @@
         "message": "Stream wrong-stream-name under account 111111111111 not found."
       }
     }
+  },
+  "tests/aws/services/kinesis/test_kinesis.py::TestKinesis::test_resource_policy_crud": {
+    "recorded-date": "01-08-2025, 13:00:05",
+    "recorded-content": {
+      "default_policy_if_not_set": {
+        "Policy": {},
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "put_resource_policy_if_not_set": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "get_resource_policy_after_set": {
+        "Policy": {
+          "Version": "2012-10-17",
+          "Statement": [
+            {
+              "Sid": "AllowCrossAccountWrite",
+              "Effect": "Allow",
+              "Principal": {
+                "AWS": "arn:<partition>:iam::111111111111:root"
+              },
+              "Action": "kinesis:PutRecord",
+              "Resource": "arn:<partition>:kinesis:<region>:111111111111:<stream-name>"
+            }
+          ]
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "update_resource_policy": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "get_resource_policy_after_update": {
+        "Policy": {
+          "Version": "2012-10-17",
+          "Statement": [
+            {
+              "Sid": "AllowCrossAccountReadWrite",
+              "Effect": "Allow",
+              "Principal": {
+                "AWS": "arn:<partition>:iam::111111111111:root"
+              },
+              "Action": [
+                "kinesis:PutRecord",
+                "kinesis:GetRecords"
+              ],
+              "Resource": "arn:<partition>:kinesis:<region>:111111111111:<stream-name>"
+            }
+          ]
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "delete_resource_policy": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "get_resource_policy_after_delete": {
+        "Policy": {},
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/kinesis/test_kinesis.validation.json b/tests/aws/services/kinesis/test_kinesis.validation.json
index 7a8f4bd469ca1..bf6e1dd09245c 100644
--- a/tests/aws/services/kinesis/test_kinesis.validation.json
+++ b/tests/aws/services/kinesis/test_kinesis.validation.json
@@ -29,6 +29,15 @@
   "tests/aws/services/kinesis/test_kinesis.py::TestKinesis::test_record_lifecycle_data_integrity": {
     "last_validated_date": "2022-08-25T10:39:44+00:00"
   },
+  "tests/aws/services/kinesis/test_kinesis.py::TestKinesis::test_resource_policy_crud": {
+    "last_validated_date": "2025-08-05T15:23:27+00:00",
+    "durations_in_seconds": {
+      "setup": 0.63,
+      "call": 6.43,
+      "teardown": 0.08,
+      "total": 7.14
+    }
+  },
   "tests/aws/services/kinesis/test_kinesis.py::TestKinesis::test_stream_consumers": {
     "last_validated_date": "2022-08-26T08:23:46+00:00"
   },

From 81a7d77f0dbedcb614d69e48a0ab34ad9691b703 Mon Sep 17 00:00:00 2001
From: Alex Rashed <2796604+alexrashed@users.noreply.github.com>
Date: Mon, 29 Sep 2025 16:33:40 +0200
Subject: [PATCH 249/697] update elasticsearch default version to 7.10.2
 (#13199)

---
 localstack-core/localstack/services/opensearch/versions.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/localstack-core/localstack/services/opensearch/versions.py b/localstack-core/localstack/services/opensearch/versions.py
index 17a67a184b4c3..44332006510bd 100644
--- a/localstack-core/localstack/services/opensearch/versions.py
+++ b/localstack-core/localstack/services/opensearch/versions.py
@@ -30,7 +30,7 @@
 }
 # Internal representation of the Elasticsearch versions (without the "Elasticsearch_" prefix)
 _elasticsearch_install_versions = {
-    "7.10": "7.10.0",
+    "7.10": "7.10.2",
     "7.9": "7.9.3",
     "7.8": "7.8.1",
     "7.7": "7.7.1",

From 58dcd87a6cc59449f688973128eb0139e76c54ee Mon Sep 17 00:00:00 2001
From: Alex Rashed <2796604+alexrashed@users.noreply.github.com>
Date: Mon, 29 Sep 2025 16:34:12 +0200
Subject: [PATCH 250/697] fix pr-enforce-pr-labels workflow reference (#13200)

---
 .github/workflows/pr-enforce-pr-labels.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/pr-enforce-pr-labels.yml b/.github/workflows/pr-enforce-pr-labels.yml
index 8cdace1cc28fb..8ccbf1e8321ab 100644
--- a/.github/workflows/pr-enforce-pr-labels.yml
+++ b/.github/workflows/pr-enforce-pr-labels.yml
@@ -5,6 +5,6 @@ on:
 
 jobs:
   labels:
-    uses: localstack/meta/.github/workflows/pr-enforce-labels.yml@notes-labels
+    uses: localstack/meta/.github/workflows/pr-enforce-labels.yml@main
     secrets:
       github-token: ${{ secrets.PRO_ACCESS_TOKEN }}

From 76c3b50b1c8f56d531d7b4c0dc3af579df8bdea0 Mon Sep 17 00:00:00 2001
From: Mathieu Cloutier <79954947+cloutierMat@users.noreply.github.com>
Date: Mon, 29 Sep 2025 13:14:54 -0600
Subject: [PATCH 251/697] add label to enforce running k8s test (#13168)

---
 localstack-core/localstack/testing/pytest/marking.py | 6 ++++++
 1 file changed, 6 insertions(+)

diff --git a/localstack-core/localstack/testing/pytest/marking.py b/localstack-core/localstack/testing/pytest/marking.py
index 76c0f170c05bf..f677d64e0f249 100644
--- a/localstack-core/localstack/testing/pytest/marking.py
+++ b/localstack-core/localstack/testing/pytest/marking.py
@@ -75,6 +75,8 @@ class Markers:
     """The test requires docker or a compatible container engine - will not work on kubernetes"""
     lambda_runtime_update = pytest.mark.lambda_runtime_update
     """Tests to execute when updating snapshots for a new Lambda runtime"""
+    k8s_always_run = pytest.mark.k8s_always_run
+    """This tests will always run against k8s environment"""
 
 
 # pytest plugin
@@ -226,3 +228,7 @@ def pytest_configure(config):
         "markers",
         "requires_in_process: mark the test as requiring the test to run inside the same process as LocalStack - will not work if tests are run against a running LS container.",
     )
+    config.addinivalue_line(
+        "markers",
+        "k8s_always_run: mark the test to always run in k8s environment. This allows us to run tests that would otherwise be skipped, such as localstack_only tests.",
+    )

From fc11ccb46af4140b8b0f1a130a03ec0619a6dbec Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Tue, 30 Sep 2025 09:09:19 +0200
Subject: [PATCH 252/697] Upgrade pinned Python dependencies (#13209)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
---
 .pre-commit-config.yaml       |  2 +-
 requirements-base-runtime.txt |  6 ++---
 requirements-basic.txt        |  2 +-
 requirements-dev.txt          | 20 ++++++++---------
 requirements-runtime.txt      | 10 ++++-----
 requirements-test.txt         | 18 +++++++--------
 requirements-typehint.txt     | 42 +++++++++++++++++------------------
 7 files changed, 50 insertions(+), 50 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index cb0662cc05963..b2c5d9d556d3c 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -3,7 +3,7 @@
 repos:
   - repo: https://github.com/astral-sh/ruff-pre-commit
     # Ruff version.
-    rev: v0.13.1
+    rev: v0.13.2
     hooks:
       - id: ruff
         args: [--fix, --exit-non-zero-on-fix]
diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index 41af6ea42f4d3..a38115222821d 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -98,7 +98,7 @@ localstack-twisted==24.3.0
     # via localstack-core (pyproject.toml)
 markdown-it-py==4.0.0
     # via rich
-markupsafe==3.0.2
+markupsafe==3.0.3
     # via werkzeug
 mdurl==0.1.2
     # via markdown-it-py
@@ -140,7 +140,7 @@ python-dateutil==2.9.0.post0
     # via botocore
 python-dotenv==1.1.1
     # via localstack-core (pyproject.toml)
-pyyaml==6.0.2
+pyyaml==6.0.3
     # via
     #   jsonschema-path
     #   localstack-core (pyproject.toml)
@@ -199,7 +199,7 @@ wsproto==1.2.0
     # via hypercorn
 xmltodict==1.0.2
     # via localstack-core (pyproject.toml)
-zope-interface==8.0
+zope-interface==8.0.1
     # via localstack-twisted
 
 # The following packages are considered to be unsafe in a requirements file:
diff --git a/requirements-basic.txt b/requirements-basic.txt
index 804c52fd665f3..bb3f799d08277 100644
--- a/requirements-basic.txt
+++ b/requirements-basic.txt
@@ -44,7 +44,7 @@ pyproject-hooks==1.2.0
     # via build
 python-dotenv==1.1.1
     # via localstack-core (pyproject.toml)
-pyyaml==6.0.2
+pyyaml==6.0.3
     # via localstack-core (pyproject.toml)
 requests==2.32.5
     # via localstack-core (pyproject.toml)
diff --git a/requirements-dev.txt b/requirements-dev.txt
index 62b902601602f..51847db0fbec4 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -12,7 +12,7 @@ antlr4-python3-runtime==4.13.2
     # via
     #   localstack-core
     #   moto-ext
-anyio==4.10.0
+anyio==4.11.0
     # via httpx
 apispec==6.8.4
     # via localstack-core
@@ -29,9 +29,9 @@ aws-cdk-asset-awscli-v1==2.2.242
     # via aws-cdk-lib
 aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
-aws-cdk-cloud-assembly-schema==48.10.0
+aws-cdk-cloud-assembly-schema==48.11.0
     # via aws-cdk-lib
-aws-cdk-lib==2.216.0
+aws-cdk-lib==2.218.0
     # via localstack-core
 aws-sam-translator==1.100.0
     # via
@@ -80,7 +80,7 @@ cffi==2.0.0
     # via cryptography
 cfgv==3.4.0
     # via pre-commit
-cfn-lint==1.39.1
+cfn-lint==1.40.0
     # via moto-ext
 charset-normalizer==3.4.3
     # via requests
@@ -195,7 +195,7 @@ joserfc==1.3.4
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core
-jsii==1.114.1
+jsii==1.115.0
     # via
     #   aws-cdk-asset-awscli-v1
     #   aws-cdk-asset-node-proxy-agent-v6
@@ -242,7 +242,7 @@ localstack-twisted==24.3.0
     # via localstack-core
 markdown-it-py==4.0.0
     # via rich
-markupsafe==3.0.2
+markupsafe==3.0.3
     # via
     #   jinja2
     #   werkzeug
@@ -250,7 +250,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.13.post7
+moto-ext==5.1.13.post18
     # via localstack-core
 mpmath==1.3.0
     # via sympy
@@ -381,7 +381,7 @@ python-dotenv==1.1.1
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
-pyyaml==6.0.2
+pyyaml==6.0.3
     # via
     #   awscli
     #   cfn-lint
@@ -433,7 +433,7 @@ rsa==4.7.2
     # via awscli
 rstr==3.2.2
     # via localstack-core (pyproject.toml)
-ruff==0.13.1
+ruff==0.13.2
     # via localstack-core (pyproject.toml)
 s3transfer==0.14.0
     # via
@@ -506,7 +506,7 @@ xmltodict==1.0.2
     # via
     #   localstack-core
     #   moto-ext
-zope-interface==8.0
+zope-interface==8.0.1
     # via localstack-twisted
 
 # The following packages are considered to be unsafe in a requirements file:
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index c54084b96d9e2..af8460d90a512 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -62,7 +62,7 @@ certifi==2025.8.3
     #   requests
 cffi==2.0.0
     # via cryptography
-cfn-lint==1.39.1
+cfn-lint==1.40.0
     # via moto-ext
 charset-normalizer==3.4.3
     # via requests
@@ -180,7 +180,7 @@ localstack-twisted==24.3.0
     # via localstack-core
 markdown-it-py==4.0.0
     # via rich
-markupsafe==3.0.2
+markupsafe==3.0.3
     # via
     #   jinja2
     #   werkzeug
@@ -188,7 +188,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.13.post7
+moto-ext==5.1.13.post18
     # via localstack-core (pyproject.toml)
 mpmath==1.3.0
     # via sympy
@@ -265,7 +265,7 @@ python-dotenv==1.1.1
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
-pyyaml==6.0.2
+pyyaml==6.0.3
     # via
     #   awscli
     #   cfn-lint
@@ -365,7 +365,7 @@ xmltodict==1.0.2
     # via
     #   localstack-core
     #   moto-ext
-zope-interface==8.0
+zope-interface==8.0.1
     # via localstack-twisted
 
 # The following packages are considered to be unsafe in a requirements file:
diff --git a/requirements-test.txt b/requirements-test.txt
index 24265092df1ed..0cb48f0be4181 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -12,7 +12,7 @@ antlr4-python3-runtime==4.13.2
     # via
     #   localstack-core
     #   moto-ext
-anyio==4.10.0
+anyio==4.11.0
     # via httpx
 apispec==6.8.4
     # via localstack-core
@@ -29,9 +29,9 @@ aws-cdk-asset-awscli-v1==2.2.242
     # via aws-cdk-lib
 aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
-aws-cdk-cloud-assembly-schema==48.10.0
+aws-cdk-cloud-assembly-schema==48.11.0
     # via aws-cdk-lib
-aws-cdk-lib==2.216.0
+aws-cdk-lib==2.218.0
     # via localstack-core (pyproject.toml)
 aws-sam-translator==1.100.0
     # via
@@ -78,7 +78,7 @@ certifi==2025.8.3
     #   requests
 cffi==2.0.0
     # via cryptography
-cfn-lint==1.39.1
+cfn-lint==1.40.0
     # via moto-ext
 charset-normalizer==3.4.3
     # via requests
@@ -179,7 +179,7 @@ joserfc==1.3.4
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core
-jsii==1.114.1
+jsii==1.115.0
     # via
     #   aws-cdk-asset-awscli-v1
     #   aws-cdk-asset-node-proxy-agent-v6
@@ -226,7 +226,7 @@ localstack-twisted==24.3.0
     # via localstack-core
 markdown-it-py==4.0.0
     # via rich
-markupsafe==3.0.2
+markupsafe==3.0.3
     # via
     #   jinja2
     #   werkzeug
@@ -234,7 +234,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.13.post7
+moto-ext==5.1.13.post18
     # via localstack-core
 mpmath==1.3.0
     # via sympy
@@ -343,7 +343,7 @@ python-dotenv==1.1.1
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
-pyyaml==6.0.2
+pyyaml==6.0.3
     # via
     #   awscli
     #   cfn-lint
@@ -459,7 +459,7 @@ xmltodict==1.0.2
     # via
     #   localstack-core
     #   moto-ext
-zope-interface==8.0
+zope-interface==8.0.1
     # via localstack-twisted
 
 # The following packages are considered to be unsafe in a requirements file:
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index f501c18789ec1..8e525795fbc39 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -12,7 +12,7 @@ antlr4-python3-runtime==4.13.2
     # via
     #   localstack-core
     #   moto-ext
-anyio==4.10.0
+anyio==4.11.0
     # via httpx
 apispec==6.8.4
     # via localstack-core
@@ -29,9 +29,9 @@ aws-cdk-asset-awscli-v1==2.2.242
     # via aws-cdk-lib
 aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
-aws-cdk-cloud-assembly-schema==48.10.0
+aws-cdk-cloud-assembly-schema==48.11.0
     # via aws-cdk-lib
-aws-cdk-lib==2.216.0
+aws-cdk-lib==2.218.0
     # via localstack-core
 aws-sam-translator==1.100.0
     # via
@@ -49,7 +49,7 @@ boto3==1.40.40
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-boto3-stubs==1.40.36
+boto3-stubs==1.40.41
     # via localstack-core (pyproject.toml)
 botocore==1.40.40
     # via
@@ -84,7 +84,7 @@ cffi==2.0.0
     # via cryptography
 cfgv==3.4.0
     # via pre-commit
-cfn-lint==1.39.1
+cfn-lint==1.40.0
     # via moto-ext
 charset-normalizer==3.4.3
     # via requests
@@ -199,7 +199,7 @@ joserfc==1.3.4
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core
-jsii==1.114.1
+jsii==1.115.0
     # via
     #   aws-cdk-asset-awscli-v1
     #   aws-cdk-asset-node-proxy-agent-v6
@@ -246,7 +246,7 @@ localstack-twisted==24.3.0
     # via localstack-core
 markdown-it-py==4.0.0
     # via rich
-markupsafe==3.0.2
+markupsafe==3.0.3
     # via
     #   jinja2
     #   werkzeug
@@ -254,7 +254,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.13.post7
+moto-ext==5.1.13.post18
     # via localstack-core
 mpmath==1.3.0
     # via sympy
@@ -288,7 +288,7 @@ mypy-boto3-backup==1.40.0
     # via boto3-stubs
 mypy-boto3-batch==1.40.36
     # via boto3-stubs
-mypy-boto3-ce==1.40.31
+mypy-boto3-ce==1.40.40
     # via boto3-stubs
 mypy-boto3-cloudcontrol==1.40.0
     # via boto3-stubs
@@ -298,7 +298,7 @@ mypy-boto3-cloudfront==1.40.23
     # via boto3-stubs
 mypy-boto3-cloudtrail==1.40.0
     # via boto3-stubs
-mypy-boto3-cloudwatch==1.40.27
+mypy-boto3-cloudwatch==1.40.38
     # via boto3-stubs
 mypy-boto3-codebuild==1.40.8
     # via boto3-stubs
@@ -322,9 +322,9 @@ mypy-boto3-docdb==1.40.16
     # via boto3-stubs
 mypy-boto3-dynamodb==1.40.20
     # via boto3-stubs
-mypy-boto3-dynamodbstreams==1.40.0
+mypy-boto3-dynamodbstreams==1.40.40
     # via boto3-stubs
-mypy-boto3-ec2==1.40.34
+mypy-boto3-ec2==1.40.40
     # via boto3-stubs
 mypy-boto3-ecr==1.40.0
     # via boto3-stubs
@@ -354,7 +354,7 @@ mypy-boto3-fis==1.40.20
     # via boto3-stubs
 mypy-boto3-glacier==1.40.18
     # via boto3-stubs
-mypy-boto3-glue==1.40.20
+mypy-boto3-glue==1.40.39
     # via boto3-stubs
 mypy-boto3-iam==1.40.0
     # via boto3-stubs
@@ -376,7 +376,7 @@ mypy-boto3-kinesisanalytics==1.40.17
     # via boto3-stubs
 mypy-boto3-kinesisanalyticsv2==1.40.14
     # via boto3-stubs
-mypy-boto3-kms==1.40.0
+mypy-boto3-kms==1.40.38
     # via boto3-stubs
 mypy-boto3-lakeformation==1.40.19
     # via boto3-stubs
@@ -394,7 +394,7 @@ mypy-boto3-mq==1.40.23
     # via boto3-stubs
 mypy-boto3-mwaa==1.40.0
     # via boto3-stubs
-mypy-boto3-neptune==1.40.22
+mypy-boto3-neptune==1.40.38
     # via boto3-stubs
 mypy-boto3-opensearch==1.40.0
     # via boto3-stubs
@@ -414,7 +414,7 @@ mypy-boto3-rds==1.40.29
     # via boto3-stubs
 mypy-boto3-rds-data==1.40.0
     # via boto3-stubs
-mypy-boto3-redshift==1.40.19
+mypy-boto3-redshift==1.40.40
     # via boto3-stubs
 mypy-boto3-redshift-data==1.40.0
     # via boto3-stubs
@@ -448,9 +448,9 @@ mypy-boto3-sns==1.40.1
     # via boto3-stubs
 mypy-boto3-sqs==1.40.35
     # via boto3-stubs
-mypy-boto3-ssm==1.40.0
+mypy-boto3-ssm==1.40.37
     # via boto3-stubs
-mypy-boto3-sso-admin==1.40.7
+mypy-boto3-sso-admin==1.40.37
     # via boto3-stubs
 mypy-boto3-stepfunctions==1.40.0
     # via boto3-stubs
@@ -591,7 +591,7 @@ python-dotenv==1.1.1
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
-pyyaml==6.0.2
+pyyaml==6.0.3
     # via
     #   awscli
     #   cfn-lint
@@ -643,7 +643,7 @@ rsa==4.7.2
     # via awscli
 rstr==3.2.2
     # via localstack-core
-ruff==0.13.1
+ruff==0.13.2
     # via localstack-core
 s3transfer==0.14.0
     # via
@@ -720,7 +720,7 @@ xmltodict==1.0.2
     # via
     #   localstack-core
     #   moto-ext
-zope-interface==8.0
+zope-interface==8.0.1
     # via localstack-twisted
 
 # The following packages are considered to be unsafe in a requirements file:

From 13a2c87b08585251c05b07a01d41cfff326e6faf Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Tue, 30 Sep 2025 10:52:37 +0200
Subject: [PATCH 253/697] APIGW: fix TestInvokeMethod 500 failures (#13207)

---
 .../next_gen/execute_api/integrations/http.py |  6 +-
 .../next_gen/execute_api/test_invoke.py       | 56 ++++++++++++--
 .../services/apigateway/next_gen/provider.py  |  5 ++
 .../apigateway/test_apigateway_api.py         | 77 ++++++++++++++++++-
 .../test_apigateway_api.snapshot.json         | 49 +++++++++++-
 .../test_apigateway_api.validation.json       | 17 +++-
 .../apigateway/test_apigateway_import.py      |  9 +--
 .../test_apigateway_import.snapshot.json      |  7 +-
 .../test_apigateway_import.validation.json    | 10 +--
 9 files changed, 209 insertions(+), 27 deletions(-)

diff --git a/localstack-core/localstack/services/apigateway/next_gen/execute_api/integrations/http.py b/localstack-core/localstack/services/apigateway/next_gen/execute_api/integrations/http.py
index da60b9d1fa33a..6bc9d0f0fb163 100644
--- a/localstack-core/localstack/services/apigateway/next_gen/execute_api/integrations/http.py
+++ b/localstack-core/localstack/services/apigateway/next_gen/execute_api/integrations/http.py
@@ -8,7 +8,7 @@
 from localstack.aws.api.apigateway import Integration
 
 from ..context import EndpointResponse, IntegrationRequest, RestApiInvocationContext
-from ..gateway_response import ApiConfigurationError, IntegrationFailureError
+from ..gateway_response import ApiConfigurationError, IntegrationFailureError, InternalServerError
 from ..header_utils import build_multi_value_headers
 from .core import RestApiIntegration
 
@@ -72,7 +72,7 @@ def invoke(self, context: RestApiInvocationContext) -> EndpointResponse:
         except (requests.exceptions.InvalidURL, requests.exceptions.InvalidSchema) as e:
             LOG.warning("Execution failed due to configuration error: Invalid endpoint address")
             LOG.debug("The URI specified for the HTTP/HTTP_PROXY integration is invalid: %s", uri)
-            raise ApiConfigurationError("Internal server error") from e
+            raise InternalServerError("Internal server error") from e
 
         except (requests.exceptions.Timeout, requests.exceptions.SSLError) as e:
             # TODO make the exception catching more fine grained
@@ -127,7 +127,7 @@ def invoke(self, context: RestApiInvocationContext) -> EndpointResponse:
         except (requests.exceptions.InvalidURL, requests.exceptions.InvalidSchema) as e:
             LOG.warning("Execution failed due to configuration error: Invalid endpoint address")
             LOG.debug("The URI specified for the HTTP/HTTP_PROXY integration is invalid: %s", uri)
-            raise ApiConfigurationError("Internal server error") from e
+            raise InternalServerError("Internal server error") from e
 
         except (requests.exceptions.Timeout, requests.exceptions.SSLError):
             # TODO make the exception catching more fine grained
diff --git a/localstack-core/localstack/services/apigateway/next_gen/execute_api/test_invoke.py b/localstack-core/localstack/services/apigateway/next_gen/execute_api/test_invoke.py
index 979779fe52f4c..b2a6f86ea892d 100644
--- a/localstack-core/localstack/services/apigateway/next_gen/execute_api/test_invoke.py
+++ b/localstack-core/localstack/services/apigateway/next_gen/execute_api/test_invoke.py
@@ -62,6 +62,17 @@
 {formatted_date} : Method completed with status: {method_response_status}
 """
 
+TEST_INVOKE_TEMPLATE_FAILED = """Execution log for request {request_id}
+{formatted_date} : Starting execution for request: {request_id}
+{formatted_date} : HTTP Method: {request_method}, Resource Path: {resource_path}
+{formatted_date} : Method request path: {method_request_path_parameters}
+{formatted_date} : Method request query string: {method_request_query_string}
+{formatted_date} : Method request headers: {method_request_headers}
+{formatted_date} : Method request body before transformations: {method_request_body}
+{formatted_date} : Execution failed due to {error_type}: {error_message}
+{formatted_date} : Method completed with status: {method_response_status}
+"""
+
 
 def _dump_headers(headers: Headers) -> str:
     if not headers:
@@ -80,9 +91,9 @@ def log_template(invocation_context: RestApiInvocationContext, response_headers:
     formatted_date = datetime.datetime.now(tz=datetime.UTC).strftime("%a %b %d %H:%M:%S %Z %Y")
     request = invocation_context.invocation_request
     context_var = invocation_context.context_variables
-    integration_req = invocation_context.integration_request
-    endpoint_resp = invocation_context.endpoint_response
-    method_resp = invocation_context.invocation_response
+    integration_req = invocation_context.integration_request or {}
+    endpoint_resp = invocation_context.endpoint_response or {}
+    method_resp = invocation_context.invocation_response or {}
     # TODO: if endpoint_uri is an ARN, it means it's an AWS_PROXY integration
     #  this should be transformed to the true URL of a lambda invoke call
     endpoint_uri = integration_req.get("uri", "")
@@ -116,7 +127,7 @@ def log_mock_template(
     formatted_date = datetime.datetime.now(tz=datetime.UTC).strftime("%a %b %d %H:%M:%S %Z %Y")
     request = invocation_context.invocation_request
     context_var = invocation_context.context_variables
-    method_resp = invocation_context.invocation_response
+    method_resp = invocation_context.invocation_response or {}
 
     return TEST_INVOKE_TEMPLATE_MOCK.format(
         formatted_date=formatted_date,
@@ -133,6 +144,29 @@ def log_mock_template(
     )
 
 
+def log_failed_template(
+    invocation_context: RestApiInvocationContext, response_status_code: int
+) -> str:
+    formatted_date = datetime.datetime.now(tz=datetime.UTC).strftime("%a %b %d %H:%M:%S %Z %Y")
+    request = invocation_context.invocation_request
+    context_var = invocation_context.context_variables
+
+    return TEST_INVOKE_TEMPLATE_FAILED.format(
+        formatted_date=formatted_date,
+        request_id=context_var["requestId"],
+        resource_path=request["path"],
+        request_method=request["http_method"],
+        method_request_path_parameters=dict_to_string(request["path_parameters"]),
+        method_request_query_string=dict_to_string(request["query_string_parameters"]),
+        method_request_headers=_dump_headers(request.get("headers")),
+        method_request_body=to_str(request.get("body", "")),
+        method_response_status=response_status_code,
+        # TODO: fix the error message
+        error_type="",
+        error_message="",
+    )
+
+
 def create_test_chain() -> HandlerChain[RestApiInvocationContext]:
     return HandlerChain(
         request_handlers=[
@@ -216,7 +250,9 @@ def create_test_invocation_context(
         responseOverride=ContextVarsResponseOverride(header={}, status=0),
     )
     invocation_context.trace_id = parse_handler.populate_trace_id({})
-    resource_method = resource["resourceMethods"][http_method]
+    resource_method = (
+        resource["resourceMethods"].get(http_method) or resource["resourceMethods"]["ANY"]
+    )
     invocation_context.resource = resource
     invocation_context.resource_method = resource_method
     invocation_context.integration = resource_method["methodIntegration"]
@@ -256,7 +292,15 @@ def run_test_invocation(
     # AWS does not return the Content-Length for TestInvokeMethod
     response_headers.remove("Content-Length")
 
-    if is_mock_integration:
+    if not invocation_context.invocation_response:
+        # TODO: this is an heuristic to guess if we encounter an exception in the call
+        #  in the future, we should attach the exception to the context so we could act on it and properly
+        #  log as we go through the invocation, so that if we have an error we stop logging at the right moment
+        for header in ("Content-Type", "X-Amzn-Trace-Id"):
+            response_headers.remove(header)
+        log = log_failed_template(invocation_context, test_response.status_code)
+
+    elif is_mock_integration:
         # TODO: revisit how we're building the logs
         log = log_mock_template(invocation_context, response_headers)
     else:
diff --git a/localstack-core/localstack/services/apigateway/next_gen/provider.py b/localstack-core/localstack/services/apigateway/next_gen/provider.py
index 5153463c60a4c..ac1c0029fee67 100644
--- a/localstack-core/localstack/services/apigateway/next_gen/provider.py
+++ b/localstack-core/localstack/services/apigateway/next_gen/provider.py
@@ -429,6 +429,11 @@ def test_invoke_method(
         if not resource:
             raise NotFoundException("Invalid Resource identifier specified")
 
+        resource_methods = resource.resource_methods
+
+        if request["httpMethod"] not in resource_methods and "ANY" not in resource_methods:
+            raise NotFoundException("Invalid Method identifier specified")
+
         # test httpMethod
 
         rest_api_container = get_rest_api_container(context, rest_api_id=rest_api_id)
diff --git a/tests/aws/services/apigateway/test_apigateway_api.py b/tests/aws/services/apigateway/test_apigateway_api.py
index c33614b2cb89c..3a7887df4080e 100644
--- a/tests/aws/services/apigateway/test_apigateway_api.py
+++ b/tests/aws/services/apigateway/test_apigateway_api.py
@@ -2884,7 +2884,18 @@ def invoke_method(
             apigw_test_invoke_response_formatter(response),
         )
 
-        # assert resource and rest api doesn't exist
+        # assert method doesn't exist
+        with pytest.raises(ClientError) as ex:
+            aws_client.apigateway.test_invoke_method(
+                restApiId=rest_api_id,
+                resourceId=resource_id,
+                httpMethod="HEAD",
+                pathWithQueryString="/pets/123",
+                body=json.dumps({"foo": "bar"}),
+            )
+        snapshot.match("resource-method-not-found", ex.value.response)
+
+        # assert resource doesn't exist
         with pytest.raises(ClientError) as ex:
             aws_client.apigateway.test_invoke_method(
                 restApiId=rest_api_id,
@@ -2895,6 +2906,7 @@ def invoke_method(
             )
         snapshot.match("resource-id-not-found", ex.value.response)
 
+        # assert API doesn't exist
         with pytest.raises(ClientError) as ex:
             aws_client.apigateway.test_invoke_method(
                 restApiId=rest_api_id,
@@ -2905,6 +2917,69 @@ def invoke_method(
             )
         snapshot.match("rest-api-not-found", ex.value.response)
 
+    @markers.aws.validated
+    @markers.snapshot.skip_snapshot_verify(
+        # TODO: our way of handling logs for TestInvokeMethod is too naive to properly handle all
+        #  type of exceptions (we'll need to build logs as we progress through the invocation)
+        paths=[
+            "$..log.line07",
+        ]
+    )
+    def test_failed_invoke_test_method(
+        self, create_rest_apigw, snapshot, aws_client, apigw_test_invoke_response_formatter
+    ):
+        rest_api_id, _, root_resource_id = create_rest_apigw(name="test failed invoke")
+
+        aws_client.apigateway.put_method(
+            restApiId=rest_api_id,
+            resourceId=root_resource_id,
+            httpMethod="ANY",
+            authorizationType="NONE",
+        )
+
+        aws_client.apigateway.put_integration(
+            restApiId=rest_api_id,
+            resourceId=root_resource_id,
+            httpMethod="ANY",
+            type="HTTP_PROXY",
+            uri="https://${stageVariables.testHost}",
+            integrationHttpMethod="ANY",
+        )
+        # we are going to not declare this stage variable on purpose to make the call fail
+
+        def invoke_method(
+            api_id: str,
+            target_resource_id: str,
+            method: str,
+            path_with_query_string: str | None = None,
+            body: str = "",
+        ):
+            kwargs = {}
+            if path_with_query_string is not None:
+                kwargs["pathWithQueryString"] = path_with_query_string
+            res = aws_client.apigateway.test_invoke_method(
+                restApiId=api_id,
+                resourceId=target_resource_id,
+                httpMethod=method,
+                body=body,
+                **kwargs,
+            )
+            assert res.get("status") == 500
+            return res
+
+        response = retry(
+            invoke_method,
+            retries=10,
+            sleep=5,
+            api_id=rest_api_id,
+            target_resource_id=root_resource_id,
+            method="GET",
+        )
+        snapshot.match(
+            "test-invoke-failure",
+            apigw_test_invoke_response_formatter(response),
+        )
+
 
 class TestApigatewayIntegration:
     @markers.aws.validated
diff --git a/tests/aws/services/apigateway/test_apigateway_api.snapshot.json b/tests/aws/services/apigateway/test_apigateway_api.snapshot.json
index fab0502213d49..84b358853287f 100644
--- a/tests/aws/services/apigateway/test_apigateway_api.snapshot.json
+++ b/tests/aws/services/apigateway/test_apigateway_api.snapshot.json
@@ -2813,7 +2813,7 @@
     }
   },
   "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayTestInvoke::test_invoke_test_method": {
-    "recorded-date": "19-08-2025, 17:20:41",
+    "recorded-date": "29-09-2025, 19:28:50",
     "recorded-content": {
       "test-invoke-method-get-pets": {
         "body": {
@@ -3046,6 +3046,17 @@
           "HTTPStatusCode": 200
         }
       },
+      "resource-method-not-found": {
+        "Error": {
+          "Code": "NotFoundException",
+          "Message": "Invalid Method identifier specified"
+        },
+        "message": "Invalid Method identifier specified",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 404
+        }
+      },
       "resource-id-not-found": {
         "Error": {
           "Code": "NotFoundException",
@@ -4861,5 +4872,41 @@
         }
       }
     }
+  },
+  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayTestInvoke::test_failed_invoke_test_method": {
+    "recorded-date": "29-09-2025, 19:44:14",
+    "recorded-content": {
+      "test-invoke-failure": {
+        "body": {
+          "message": "Internal server error"
+        },
+        "headers": {
+          "x-amzn-ErrorType": "InternalServerErrorException"
+        },
+        "latency": "<latency>",
+        "log": {
+          "line00": "Execution log for request <request-id-1>",
+          "line01": "DDD MMM dd hh:mm:ss UTC yyyy : Starting execution for request: <request-id-1>",
+          "line02": "DDD MMM dd hh:mm:ss UTC yyyy : HTTP Method: GET, Resource Path: /",
+          "line03": "DDD MMM dd hh:mm:ss UTC yyyy : Method request path: {}",
+          "line04": "DDD MMM dd hh:mm:ss UTC yyyy : Method request query string: {}",
+          "line05": "DDD MMM dd hh:mm:ss UTC yyyy : Method request headers: {}",
+          "line06": "DDD MMM dd hh:mm:ss UTC yyyy : Method request body before transformations: ",
+          "line07": "DDD MMM dd hh:mm:ss UTC yyyy : Execution failed due to configuration error: Invalid endpoint address",
+          "line08": "DDD MMM dd hh:mm:ss UTC yyyy : Method completed with status: 500",
+          "line09": ""
+        },
+        "multiValueHeaders": {
+          "x-amzn-ErrorType": [
+            "InternalServerErrorException"
+          ]
+        },
+        "status": 500,
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/apigateway/test_apigateway_api.validation.json b/tests/aws/services/apigateway/test_apigateway_api.validation.json
index 05f58ffb55c21..a21557799c53f 100644
--- a/tests/aws/services/apigateway/test_apigateway_api.validation.json
+++ b/tests/aws/services/apigateway/test_apigateway_api.validation.json
@@ -389,13 +389,22 @@
       "total": 3.98
     }
   },
+  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayTestInvoke::test_failed_invoke_test_method": {
+    "last_validated_date": "2025-09-29T19:44:14+00:00",
+    "durations_in_seconds": {
+      "setup": 0.81,
+      "call": 1.14,
+      "teardown": 0.67,
+      "total": 2.62
+    }
+  },
   "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayTestInvoke::test_invoke_test_method": {
-    "last_validated_date": "2025-08-19T17:20:41+00:00",
+    "last_validated_date": "2025-09-29T19:28:50+00:00",
     "durations_in_seconds": {
-      "setup": 0.83,
-      "call": 4.12,
+      "setup": 0.86,
+      "call": 4.31,
       "teardown": 0.67,
-      "total": 5.62
+      "total": 5.84
     }
   }
 }
diff --git a/tests/aws/services/apigateway/test_apigateway_import.py b/tests/aws/services/apigateway/test_apigateway_import.py
index 6ed23dcc3c1ba..3b3a9f83d6c12 100644
--- a/tests/aws/services/apigateway/test_apigateway_import.py
+++ b/tests/aws/services/apigateway/test_apigateway_import.py
@@ -802,15 +802,14 @@ def call_api():
 
             url_error = api_invoke_url(api_id=rest_api_id, stage="v2", path="/path1")
 
-            def call_api_error():
+            def call_api_error() -> requests.Response:
                 res = requests.get(url_error)
                 assert res.status_code == 500
-                return res.json()
+                return res
 
             resp = retry(call_api_error, retries=5, sleep=2)
-            # we remove the headers from the response, not really needed for this test
-            resp.pop("headers", None)
-            snapshot.match("get-error-resp-from-http", resp)
+            error = {"body": resp.json(), "errorType": resp.headers.get("x-amzn-ErrorType")}
+            snapshot.match("get-error-resp-from-http", error)
 
     @markers.aws.validated
     @markers.snapshot.skip_snapshot_verify(
diff --git a/tests/aws/services/apigateway/test_apigateway_import.snapshot.json b/tests/aws/services/apigateway/test_apigateway_import.snapshot.json
index b1b91697846da..4fe5b2643b022 100644
--- a/tests/aws/services/apigateway/test_apigateway_import.snapshot.json
+++ b/tests/aws/services/apigateway/test_apigateway_import.snapshot.json
@@ -4823,7 +4823,7 @@
     }
   },
   "tests/aws/services/apigateway/test_apigateway_import.py::TestApiGatewayImportRestApi::test_import_with_stage_variables": {
-    "recorded-date": "02-07-2025, 16:31:50",
+    "recorded-date": "29-09-2025, 20:07:21",
     "recorded-content": {
       "get-resp-from-http": {
         "args": {
@@ -4836,7 +4836,10 @@
         "path": "/test-path"
       },
       "get-error-resp-from-http": {
-        "message": "Internal server error"
+        "body": {
+          "message": "Internal server error"
+        },
+        "errorType": "InternalServerErrorException"
       }
     }
   },
diff --git a/tests/aws/services/apigateway/test_apigateway_import.validation.json b/tests/aws/services/apigateway/test_apigateway_import.validation.json
index 5f21b963b11b7..15d0d347311eb 100644
--- a/tests/aws/services/apigateway/test_apigateway_import.validation.json
+++ b/tests/aws/services/apigateway/test_apigateway_import.validation.json
@@ -144,12 +144,12 @@
     }
   },
   "tests/aws/services/apigateway/test_apigateway_import.py::TestApiGatewayImportRestApi::test_import_with_stage_variables": {
-    "last_validated_date": "2025-07-02T16:31:50+00:00",
+    "last_validated_date": "2025-09-29T20:07:21+00:00",
     "durations_in_seconds": {
-      "setup": 0.11,
-      "call": 5.83,
-      "teardown": 69.73,
-      "total": 75.67
+      "setup": 11.64,
+      "call": 11.14,
+      "teardown": 2.26,
+      "total": 25.04
     }
   },
   "tests/aws/services/apigateway/test_apigateway_import.py::TestApiGatewayImportRestApi::test_put_rest_api_mode_binary_media_types[merge]": {

From 8a4c5b70ee1ca139a619ac5989fee9a4dce6e279 Mon Sep 17 00:00:00 2001
From: Thomas Rausch <thomas@thrau.at>
Date: Tue, 30 Sep 2025 11:01:40 +0200
Subject: [PATCH 254/697] refactor sqs deveoper api into its own module
 (#13202)

---
 .../lambda_/invocation/internal_sqs_queue.py  |  14 +-
 .../localstack/services/sqs/developer_api.py  | 205 +++++++++++
 .../localstack/services/sqs/models.py         |  40 +++
 .../localstack/services/sqs/provider.py       | 326 +-----------------
 .../localstack/services/sqs/utils.py          | 123 ++++++-
 ..._backdoor.py => test_sqs_developer_api.py} |   2 +-
 tests/unit/services/sqs/test_sqs.py           |   4 +-
 7 files changed, 382 insertions(+), 332 deletions(-)
 create mode 100644 localstack-core/localstack/services/sqs/developer_api.py
 rename tests/aws/services/sqs/{test_sqs_backdoor.py => test_sqs_developer_api.py} (99%)

diff --git a/localstack-core/localstack/services/lambda_/invocation/internal_sqs_queue.py b/localstack-core/localstack/services/lambda_/invocation/internal_sqs_queue.py
index 45fddadf3155d..742a1f3c83089 100644
--- a/localstack-core/localstack/services/lambda_/invocation/internal_sqs_queue.py
+++ b/localstack-core/localstack/services/lambda_/invocation/internal_sqs_queue.py
@@ -19,13 +19,9 @@
     String,
     TagMap,
 )
-from localstack.services.sqs.models import SqsQueue, StandardQueue
-from localstack.services.sqs.provider import (
-    QueueUpdateWorker,
-    _create_message_attribute_hash,
-    to_sqs_api_message,
-)
-from localstack.services.sqs.utils import generate_message_id
+from localstack.services.sqs.models import SqsQueue, StandardQueue, to_sqs_api_message
+from localstack.services.sqs.provider import QueueUpdateWorker
+from localstack.services.sqs.utils import create_message_attribute_hash, generate_message_id
 from localstack.utils.objects import singleton_factory
 from localstack.utils.strings import md5
 from localstack.utils.time import now
@@ -189,7 +185,7 @@ def send_message(
             MD5OfBody=md5(MessageBody),
             Body=MessageBody,
             Attributes=self._create_message_attributes(MessageSystemAttributes),
-            MD5OfMessageAttributes=_create_message_attribute_hash(MessageAttributes),
+            MD5OfMessageAttributes=create_message_attribute_hash(MessageAttributes),
             MessageAttributes=MessageAttributes,
         )
         queue_item = queue.put(
@@ -204,7 +200,7 @@ def send_message(
             "MD5OfMessageBody": message["MD5OfBody"],
             "MD5OfMessageAttributes": message.get("MD5OfMessageAttributes"),
             "SequenceNumber": queue_item.sequence_number,
-            "MD5OfMessageSystemAttributes": _create_message_attribute_hash(MessageSystemAttributes),
+            "MD5OfMessageSystemAttributes": create_message_attribute_hash(MessageSystemAttributes),
         }
 
 
diff --git a/localstack-core/localstack/services/sqs/developer_api.py b/localstack-core/localstack/services/sqs/developer_api.py
new file mode 100644
index 0000000000000..d9571192b8d5c
--- /dev/null
+++ b/localstack-core/localstack/services/sqs/developer_api.py
@@ -0,0 +1,205 @@
+import logging
+from typing import Literal
+
+from werkzeug import Request as WerkzeugRequest
+
+from localstack.aws.api import CommonServiceException, ServiceException
+from localstack.aws.api.sqs import (
+    Message,
+    QueueAttributeName,
+    QueueDoesNotExist,
+    ReceiveMessageResult,
+)
+from localstack.aws.protocol.parser import create_parser
+from localstack.aws.protocol.serializer import aws_response_serializer
+from localstack.aws.spec import load_service
+from localstack.http import Request, route
+from localstack.services.sqs.models import (
+    FifoQueue,
+    SqsMessage,
+    SqsQueue,
+    StandardQueue,
+    sqs_stores,
+    to_sqs_api_message,
+)
+from localstack.services.sqs.utils import (
+    parse_queue_url,
+)
+from localstack.utils.aws.request_context import extract_region_from_headers
+
+LOG = logging.getLogger(__name__)
+
+
+class InvalidAddress(ServiceException):
+    code = "InvalidAddress"
+    message = "The address https://queue.amazonaws.com/ is not valid for this endpoint."
+    sender_fault = True
+    status_code = 404
+
+
+def get_sqs_protocol(request: Request) -> Literal["query", "json"]:
+    content_type = request.headers.get("Content-Type")
+    return "json" if content_type == "application/x-amz-json-1.0" else "query"
+
+
+def sqs_auto_protocol_aws_response_serializer(service_name: str, operation: str):
+    def _decorate(fn):
+        def _proxy(*args, **kwargs):
+            # extract request from function invocation (decorator can be used for methods as well as for functions).
+            if len(args) > 0 and isinstance(args[0], WerkzeugRequest):
+                # function
+                request = args[0]
+            elif len(args) > 1 and isinstance(args[1], WerkzeugRequest):
+                # method (arg[0] == self)
+                request = args[1]
+            elif "request" in kwargs:
+                request = kwargs["request"]
+            else:
+                raise ValueError(f"could not find Request in signature of function {fn}")
+
+            protocol = get_sqs_protocol(request)
+            return aws_response_serializer(service_name, operation, protocol)(fn)(*args, **kwargs)
+
+        return _proxy
+
+    return _decorate
+
+
+class SqsDeveloperApi:
+    """
+    A set of SQS developer tool endpoints:
+
+    - ``/_aws/sqs/messages``: list SQS messages without side effects, compatible with ``ReceiveMessage``.
+    """
+
+    def __init__(self, stores=None):
+        self.stores = stores or sqs_stores
+
+    @route("/_aws/sqs/messages", methods=["GET", "POST"])
+    @sqs_auto_protocol_aws_response_serializer("sqs", "ReceiveMessage")
+    def list_messages(self, request: Request) -> ReceiveMessageResult:
+        """
+        This endpoint expects a ``QueueUrl`` request parameter (either as query arg or form parameter), similar to
+        the ``ReceiveMessage`` operation. It will parse the Queue URL generated by one of the SQS endpoint strategies.
+        """
+
+        if "x-amz-" in request.mimetype or "x-www-form-urlencoded" in request.mimetype:
+            # only parse the request using a parser if it comes from an AWS client
+            protocol = get_sqs_protocol(request)
+            operation, service_request = create_parser(
+                load_service("sqs", protocol=protocol)
+            ).parse(request)
+            if operation.name != "ReceiveMessage":
+                raise CommonServiceException(
+                    "InvalidRequest", "This endpoint only accepts ReceiveMessage calls"
+                )
+        else:
+            service_request = dict(request.values)
+
+        if not service_request.get("QueueUrl"):
+            raise QueueDoesNotExist()
+
+        try:
+            account_id, region, queue_name = parse_queue_url(service_request.get("QueueUrl"))
+        except ValueError:
+            LOG.error(
+                "Error while parsing Queue URL from request values: %s",
+                service_request.get,
+                exc_info=LOG.isEnabledFor(logging.DEBUG),
+            )
+            raise InvalidAddress()
+
+        if not region:
+            region = extract_region_from_headers(request.headers)
+
+        return self._get_and_serialize_messages(request, region, account_id, queue_name)
+
+    @route("/_aws/sqs/messages/<region>/<account_id>/<queue_name>")
+    @sqs_auto_protocol_aws_response_serializer("sqs", "ReceiveMessage")
+    def list_messages_for_queue_url(
+        self, request: Request, region: str, account_id: str, queue_name: str
+    ) -> ReceiveMessageResult:
+        """
+        This endpoint extracts the region, account_id, and queue_name directly from the URL rather than requiring the
+        QueueUrl as parameter.
+        """
+        return self._get_and_serialize_messages(request, region, account_id, queue_name)
+
+    def _get_and_serialize_messages(
+        self,
+        request: Request,
+        region: str,
+        account_id: str,
+        queue_name: str,
+    ) -> ReceiveMessageResult:
+        show_invisible = request.values.get("ShowInvisible", "").lower() in ["true", "1"]
+        show_delayed = request.values.get("ShowDelayed", "").lower() in ["true", "1"]
+
+        try:
+            store = self.stores[account_id][region]
+            queue = store.queues[queue_name]
+        except KeyError:
+            LOG.info(
+                "no queue named %s in region %s and account %s", queue_name, region, account_id
+            )
+            raise QueueDoesNotExist()
+
+        messages = self._collect_messages(
+            queue, show_invisible=show_invisible, show_delayed=show_delayed
+        )
+
+        return ReceiveMessageResult(Messages=messages)
+
+    def _collect_messages(
+        self, queue: SqsQueue, show_invisible: bool = False, show_delayed: bool = False
+    ) -> list[Message]:
+        """
+        Retrieves from a given SqsQueue all visible messages without causing any side effects (not setting any
+        receive timestamps, receive counts, or visibility state).
+
+        :param queue: the queue
+        :param show_invisible: show invisible messages as well
+        :param show_delayed: show delayed messages as well
+        :return: a list of messages
+        """
+        receipt_handle = "SQS/BACKDOOR/ACCESS"  # dummy receipt handle
+
+        sqs_messages: list[SqsMessage] = []
+
+        if show_invisible:
+            sqs_messages.extend(queue.inflight)
+
+        if isinstance(queue, StandardQueue):
+            sqs_messages.extend(queue.visible.queue)
+        elif isinstance(queue, FifoQueue):
+            if show_invisible:
+                for inflight_group in queue.inflight_groups:
+                    # messages that have been received are held in ``queue.inflight``, even for FIFO queues. however,
+                    # for fifo queues, messages that are in the same message group as messages that have been
+                    # received, are also considered invisible, and are held here in ``inflight_group.messages``.
+                    for sqs_message in inflight_group.messages:
+                        sqs_messages.append(sqs_message)
+
+            for message_group in queue.message_group_queue.queue:
+                # these are all messages of message groups that are visible
+                for sqs_message in message_group.messages:
+                    sqs_messages.append(sqs_message)
+        else:
+            raise ValueError(f"unknown queue type {type(queue)}")
+
+        if show_delayed:
+            sqs_messages.extend(queue.delayed)
+
+        messages = []
+
+        for sqs_message in sqs_messages:
+            message: Message = to_sqs_api_message(sqs_message, [QueueAttributeName.All], ["All"])
+            # these are all non-standard fields so we squelch the linter
+            if show_invisible:
+                message["Attributes"]["IsVisible"] = str(sqs_message.is_visible).lower()  # noqa
+            if show_delayed:
+                message["Attributes"]["IsDelayed"] = str(sqs_message.is_delayed).lower()  # noqa
+            messages.append(message)
+            message["ReceiptHandle"] = receipt_handle
+
+        return messages
diff --git a/localstack-core/localstack/services/sqs/models.py b/localstack-core/localstack/services/sqs/models.py
index 702091290964e..15c2bafb1e2b8 100644
--- a/localstack-core/localstack/services/sqs/models.py
+++ b/localstack-core/localstack/services/sqs/models.py
@@ -1,3 +1,4 @@
+import copy
 import hashlib
 import heapq
 import inspect
@@ -15,6 +16,7 @@
     AttributeNameList,
     InvalidAttributeName,
     Message,
+    MessageAttributeNameList,
     MessageSystemAttributeName,
     QueueAttributeMap,
     QueueAttributeName,
@@ -29,12 +31,15 @@
 )
 from localstack.services.sqs.queue import InterruptiblePriorityQueue, InterruptibleQueue
 from localstack.services.sqs.utils import (
+    create_message_attribute_hash,
     encode_move_task_handle,
     encode_receipt_handle,
     extract_receipt_handle_info,
     global_message_sequence,
     guess_endpoint_strategy_and_host,
     is_message_deduplication_id_required,
+    message_filter_attributes,
+    message_filter_message_attributes,
 )
 from localstack.services.stores import AccountRegionBundle, BaseStore, LocalAttribute
 from localstack.utils.aws.arns import get_partition
@@ -190,6 +195,41 @@ def __repr__(self):
         return f"SqsMessage(id={self.message_id},group={self.message_group_id})"
 
 
+def to_sqs_api_message(
+    standard_message: SqsMessage,
+    attribute_names: AttributeNameList = None,
+    message_attribute_names: MessageAttributeNameList = None,
+) -> Message:
+    """
+    Utility function to convert an SQS message from LocalStack's internal representation to the AWS API
+    concept 'Message', which is the format returned by the ``ReceiveMessage`` operation.
+
+    :param standard_message: A LocalStack SQS message
+    :param attribute_names: the attribute name list to filter
+    :param message_attribute_names: the message attribute names to filter
+    :return: a copy of the original Message with updated message attributes and MD5 attribute hash sums
+    """
+    # prepare message for receiver
+    message = copy.deepcopy(standard_message.message)
+
+    # update system attributes of the message copy
+    message["Attributes"][MessageSystemAttributeName.ApproximateFirstReceiveTimestamp] = str(
+        int((standard_message.first_received or 0) * 1000)
+    )
+
+    # filter attributes for receiver
+    message_filter_attributes(message, attribute_names)
+    message_filter_message_attributes(message, message_attribute_names)
+    if message.get("MessageAttributes"):
+        message["MD5OfMessageAttributes"] = create_message_attribute_hash(
+            message["MessageAttributes"]
+        )
+    else:
+        # delete the value that was computed when creating the message
+        message.pop("MD5OfMessageAttributes", None)
+    return message
+
+
 class ReceiveMessageResult:
     """
     Object to communicate the result of a "receive messages" operation between the SqsProvider and
diff --git a/localstack-core/localstack/services/sqs/provider.py b/localstack-core/localstack/services/sqs/provider.py
index 2ffa9ffecd0c7..49e177682a75a 100644
--- a/localstack-core/localstack/services/sqs/provider.py
+++ b/localstack-core/localstack/services/sqs/provider.py
@@ -1,5 +1,3 @@
-import copy
-import hashlib
 import json
 import logging
 import re
@@ -8,15 +6,12 @@
 from collections.abc import Iterable
 from concurrent.futures.thread import ThreadPoolExecutor
 from itertools import islice
-from typing import Literal
 
 from botocore.utils import InvalidArnException
-from moto.sqs.models import BINARY_TYPE_FIELD_INDEX, STRING_TYPE_FIELD_INDEX
-from moto.sqs.models import Message as MotoMessage
 from werkzeug import Request as WerkzeugRequest
 
 from localstack import config
-from localstack.aws.api import CommonServiceException, RequestContext, ServiceException
+from localstack.aws.api import RequestContext, ServiceException
 from localstack.aws.api.sqs import (
     ActionNameList,
     AttributeNameList,
@@ -70,11 +65,8 @@
     Token,
     TooManyEntriesInBatchRequest,
 )
-from localstack.aws.protocol.parser import create_parser
-from localstack.aws.protocol.serializer import aws_response_serializer
 from localstack.aws.spec import load_service
 from localstack.config import SQS_DISABLE_MAX_NUMBER_OF_MESSAGE_LIMIT
-from localstack.http import Request, route
 from localstack.services.edge import ROUTER
 from localstack.services.plugins import ServiceLifecycleHook
 from localstack.services.sqs import constants as sqs_constants
@@ -84,6 +76,7 @@
     HEADER_LOCALSTACK_SQS_OVERRIDE_WAIT_TIME_SECONDS,
     MAX_RESULT_LIMIT,
 )
+from localstack.services.sqs.developer_api import SqsDeveloperApi
 from localstack.services.sqs.exceptions import (
     InvalidParameterValueException,
     MissingRequiredParameterException,
@@ -97,8 +90,10 @@
     SqsStore,
     StandardQueue,
     sqs_stores,
+    to_sqs_api_message,
 )
 from localstack.services.sqs.utils import (
+    create_message_attribute_hash,
     decode_move_task_handle,
     generate_message_id,
     is_fifo_queue,
@@ -107,7 +102,6 @@
 )
 from localstack.services.stores import AccountRegionBundle
 from localstack.utils.aws.arns import parse_arn
-from localstack.utils.aws.request_context import extract_region_from_headers
 from localstack.utils.bootstrap import is_api_enabled
 from localstack.utils.cloudwatch.cloudwatch_util import (
     SqsMetricBatchData,
@@ -127,13 +121,6 @@
 _STORE_LOCK = threading.RLock()
 
 
-class InvalidAddress(ServiceException):
-    code = "InvalidAddress"
-    message = "The address https://queue.amazonaws.com/ is not valid for this endpoint."
-    sender_fault = True
-    status_code = 404
-
-
 def assert_queue_name(queue_name: str, fifo: bool = False):
     if queue_name.endswith(".fifo"):
         if not fifo:
@@ -640,174 +627,6 @@ def check_fifo_id(fifo_id: str | None, parameter: str):
         )
 
 
-def get_sqs_protocol(request: Request) -> Literal["query", "json"]:
-    content_type = request.headers.get("Content-Type")
-    return "json" if content_type == "application/x-amz-json-1.0" else "query"
-
-
-def sqs_auto_protocol_aws_response_serializer(service_name: str, operation: str):
-    def _decorate(fn):
-        def _proxy(*args, **kwargs):
-            # extract request from function invocation (decorator can be used for methods as well as for functions).
-            if len(args) > 0 and isinstance(args[0], WerkzeugRequest):
-                # function
-                request = args[0]
-            elif len(args) > 1 and isinstance(args[1], WerkzeugRequest):
-                # method (arg[0] == self)
-                request = args[1]
-            elif "request" in kwargs:
-                request = kwargs["request"]
-            else:
-                raise ValueError(f"could not find Request in signature of function {fn}")
-
-            protocol = get_sqs_protocol(request)
-            return aws_response_serializer(service_name, operation, protocol)(fn)(*args, **kwargs)
-
-        return _proxy
-
-    return _decorate
-
-
-class SqsDeveloperEndpoints:
-    """
-    A set of SQS developer tool endpoints:
-
-    - ``/_aws/sqs/messages``: list SQS messages without side effects, compatible with ``ReceiveMessage``.
-    """
-
-    def __init__(self, stores=None):
-        self.stores = stores or sqs_stores
-
-    @route("/_aws/sqs/messages", methods=["GET", "POST"])
-    @sqs_auto_protocol_aws_response_serializer("sqs", "ReceiveMessage")
-    def list_messages(self, request: Request) -> ReceiveMessageResult:
-        """
-        This endpoint expects a ``QueueUrl`` request parameter (either as query arg or form parameter), similar to
-        the ``ReceiveMessage`` operation. It will parse the Queue URL generated by one of the SQS endpoint strategies.
-        """
-
-        if "x-amz-" in request.mimetype or "x-www-form-urlencoded" in request.mimetype:
-            # only parse the request using a parser if it comes from an AWS client
-            protocol = get_sqs_protocol(request)
-            operation, service_request = create_parser(
-                load_service("sqs", protocol=protocol)
-            ).parse(request)
-            if operation.name != "ReceiveMessage":
-                raise CommonServiceException(
-                    "InvalidRequest", "This endpoint only accepts ReceiveMessage calls"
-                )
-        else:
-            service_request = dict(request.values)
-
-        if not service_request.get("QueueUrl"):
-            raise QueueDoesNotExist()
-
-        try:
-            account_id, region, queue_name = parse_queue_url(service_request.get("QueueUrl"))
-        except ValueError:
-            LOG.error(
-                "Error while parsing Queue URL from request values: %s",
-                service_request.get,
-                exc_info=LOG.isEnabledFor(logging.DEBUG),
-            )
-            raise InvalidAddress()
-
-        if not region:
-            region = extract_region_from_headers(request.headers)
-
-        return self._get_and_serialize_messages(request, region, account_id, queue_name)
-
-    @route("/_aws/sqs/messages/<region>/<account_id>/<queue_name>")
-    @sqs_auto_protocol_aws_response_serializer("sqs", "ReceiveMessage")
-    def list_messages_for_queue_url(
-        self, request: Request, region: str, account_id: str, queue_name: str
-    ) -> ReceiveMessageResult:
-        """
-        This endpoint extracts the region, account_id, and queue_name directly from the URL rather than requiring the
-        QueueUrl as parameter.
-        """
-        return self._get_and_serialize_messages(request, region, account_id, queue_name)
-
-    def _get_and_serialize_messages(
-        self,
-        request: Request,
-        region: str,
-        account_id: str,
-        queue_name: str,
-    ) -> ReceiveMessageResult:
-        show_invisible = request.values.get("ShowInvisible", "").lower() in ["true", "1"]
-        show_delayed = request.values.get("ShowDelayed", "").lower() in ["true", "1"]
-
-        try:
-            store = SqsProvider.get_store(account_id, region)
-            queue = store.queues[queue_name]
-        except KeyError:
-            LOG.info(
-                "no queue named %s in region %s and account %s", queue_name, region, account_id
-            )
-            raise QueueDoesNotExist()
-
-        messages = self._collect_messages(
-            queue, show_invisible=show_invisible, show_delayed=show_delayed
-        )
-
-        return ReceiveMessageResult(Messages=messages)
-
-    def _collect_messages(
-        self, queue: SqsQueue, show_invisible: bool = False, show_delayed: bool = False
-    ) -> list[Message]:
-        """
-        Retrieves from a given SqsQueue all visible messages without causing any side effects (not setting any
-        receive timestamps, receive counts, or visibility state).
-
-        :param queue: the queue
-        :param show_invisible: show invisible messages as well
-        :param show_delayed: show delayed messages as well
-        :return: a list of messages
-        """
-        receipt_handle = "SQS/BACKDOOR/ACCESS"  # dummy receipt handle
-
-        sqs_messages: list[SqsMessage] = []
-
-        if show_invisible:
-            sqs_messages.extend(queue.inflight)
-
-        if isinstance(queue, StandardQueue):
-            sqs_messages.extend(queue.visible.queue)
-        elif isinstance(queue, FifoQueue):
-            if show_invisible:
-                for inflight_group in queue.inflight_groups:
-                    # messages that have been received are held in ``queue.inflight``, even for FIFO queues. however,
-                    # for fifo queues, messages that are in the same message group as messages that have been
-                    # received, are also considered invisible, and are held here in ``inflight_group.messages``.
-                    for sqs_message in inflight_group.messages:
-                        sqs_messages.append(sqs_message)
-
-            for message_group in queue.message_group_queue.queue:
-                # these are all messages of message groups that are visible
-                for sqs_message in message_group.messages:
-                    sqs_messages.append(sqs_message)
-        else:
-            raise ValueError(f"unknown queue type {type(queue)}")
-
-        if show_delayed:
-            sqs_messages.extend(queue.delayed)
-
-        messages = []
-
-        for sqs_message in sqs_messages:
-            message: Message = to_sqs_api_message(sqs_message, [QueueAttributeName.All], ["All"])
-            # these are all non-standard fields so we squelch the linter
-            if show_invisible:
-                message["Attributes"]["IsVisible"] = str(sqs_message.is_visible).lower()  # noqa
-            if show_delayed:
-                message["Attributes"]["IsDelayed"] = str(sqs_message.is_delayed).lower()  # noqa
-            messages.append(message)
-            message["ReceiptHandle"] = receipt_handle
-
-        return messages
-
-
 class SqsProvider(SqsApi, ServiceLifecycleHook):
     """
     LocalStack SQS Provider.
@@ -849,7 +668,6 @@ def on_after_init(self):
         # default are limited to 500kb payload size by Werkzeug. we make sure we only *increase* the limit if it's
         # already set, and if it's already set to unlimited we leave it.
         from rolo import Request as RoloRequest
-        from werkzeug import Request as WerkzeugRequest
 
         # needed for the webserver integration (webservers create Werkzeug request objects)
         if WerkzeugRequest.max_form_memory_size is not None:
@@ -864,7 +682,7 @@ def on_after_init(self):
 
     def on_before_start(self):
         query_api.register(ROUTER)
-        self._router_rules = ROUTER.add(SqsDeveloperEndpoints())
+        self._router_rules = ROUTER.add(SqsDeveloperApi())
         self._queue_update_worker.start()
         self._start_cloudwatch_metrics_reporting()
 
@@ -1159,7 +977,7 @@ def send_message(
             MD5OfMessageBody=message["MD5OfBody"],
             MD5OfMessageAttributes=message.get("MD5OfMessageAttributes"),
             SequenceNumber=queue_item.sequence_number,
-            MD5OfMessageSystemAttributes=_create_message_attribute_hash(message_system_attributes),
+            MD5OfMessageSystemAttributes=create_message_attribute_hash(message_system_attributes),
         )
 
     def send_message_batch(
@@ -1205,7 +1023,7 @@ def send_message_batch(
                             MessageId=message.get("MessageId"),
                             MD5OfMessageBody=message.get("MD5OfBody"),
                             MD5OfMessageAttributes=message.get("MD5OfMessageAttributes"),
-                            MD5OfMessageSystemAttributes=_create_message_attribute_hash(
+                            MD5OfMessageSystemAttributes=create_message_attribute_hash(
                                 message.get("message_system_attributes")
                             ),
                             SequenceNumber=queue_item.sequence_number,
@@ -1259,7 +1077,7 @@ def _put_message(
             MD5OfBody=md5(message_body),
             Body=message_body,
             Attributes=self._create_message_attributes(context, message_system_attributes),
-            MD5OfMessageAttributes=_create_message_attribute_hash(message_attributes),
+            MD5OfMessageAttributes=create_message_attribute_hash(message_attributes),
             MessageAttributes=message_attributes,
         )
         if self._cloudwatch_dispatcher:
@@ -1819,34 +1637,6 @@ def _stop_cloudwatch_metrics_reporting(self):
             self._cloudwatch_dispatcher.shutdown()
 
 
-# Method from moto's attribute_md5 of moto/sqs/models.py, separated from the Message Object
-def _create_message_attribute_hash(message_attributes) -> str | None:
-    # To avoid the need to check for dict conformity everytime we invoke this function
-    if not isinstance(message_attributes, dict):
-        return
-    hash = hashlib.md5()
-
-    for attrName in sorted(message_attributes.keys()):
-        attr_value = message_attributes[attrName]
-        # Encode name
-        MotoMessage.update_binary_length_and_value(hash, MotoMessage.utf8(attrName))
-        # Encode data type
-        MotoMessage.update_binary_length_and_value(hash, MotoMessage.utf8(attr_value["DataType"]))
-        # Encode transport type and value
-        if attr_value.get("StringValue"):
-            hash.update(bytearray([STRING_TYPE_FIELD_INDEX]))
-            MotoMessage.update_binary_length_and_value(
-                hash, MotoMessage.utf8(attr_value.get("StringValue"))
-            )
-        elif attr_value.get("BinaryValue"):
-            hash.update(bytearray([BINARY_TYPE_FIELD_INDEX]))
-            decoded_binary_value = attr_value.get("BinaryValue")
-            MotoMessage.update_binary_length_and_value(hash, decoded_binary_value)
-        # string_list_value, binary_list_value type is not implemented, reserved for the future use.
-        # See https://docs.aws.amazon.com/AWSSimpleQueueService/latest/APIReference/API_MessageAttributeValue.html
-    return hash.hexdigest()
-
-
 def resolve_queue_location(
     context: RequestContext, queue_name: str | None = None, queue_url: str | None = None
 ) -> tuple[str, str | None, str]:
@@ -1871,106 +1661,6 @@ def resolve_queue_location(
     return context.account_id, context.region, queue_name
 
 
-def to_sqs_api_message(
-    standard_message: SqsMessage,
-    attribute_names: AttributeNameList = None,
-    message_attribute_names: MessageAttributeNameList = None,
-) -> Message:
-    """
-    Utility function to convert an SQS message from LocalStack's internal representation to the AWS API
-    concept 'Message', which is the format returned by the ``ReceiveMessage`` operation.
-
-    :param standard_message: A LocalStack SQS message
-    :param attribute_names: the attribute name list to filter
-    :param message_attribute_names: the message attribute names to filter
-    :return: a copy of the original Message with updated message attributes and MD5 attribute hash sums
-    """
-    # prepare message for receiver
-    message = copy.deepcopy(standard_message.message)
-
-    # update system attributes of the message copy
-    message["Attributes"][MessageSystemAttributeName.ApproximateFirstReceiveTimestamp] = str(
-        int((standard_message.first_received or 0) * 1000)
-    )
-
-    # filter attributes for receiver
-    message_filter_attributes(message, attribute_names)
-    message_filter_message_attributes(message, message_attribute_names)
-    if message.get("MessageAttributes"):
-        message["MD5OfMessageAttributes"] = _create_message_attribute_hash(
-            message["MessageAttributes"]
-        )
-    else:
-        # delete the value that was computed when creating the message
-        message.pop("MD5OfMessageAttributes", None)
-    return message
-
-
-def message_filter_attributes(message: Message, names: AttributeNameList | None):
-    """
-    Utility function filter from the given message (in-place) the system attributes from the given list. It will
-    apply all rules according to:
-    https://boto3.amazonaws.com/v1/documentation/api/latest/reference/services/sqs.html#SQS.Client.receive_message.
-
-    :param message: The message to filter (it will be modified)
-    :param names: the attributes names/filters
-    """
-    if "Attributes" not in message:
-        return
-
-    if not names:
-        del message["Attributes"]
-        return
-
-    if QueueAttributeName.All in names:
-        return
-
-    for k in list(message["Attributes"].keys()):
-        if k not in names:
-            del message["Attributes"][k]
-
-
-def message_filter_message_attributes(message: Message, names: MessageAttributeNameList | None):
-    """
-    Utility function filter from the given message (in-place) the message attributes from the given list. It will
-    apply all rules according to:
-    https://boto3.amazonaws.com/v1/documentation/api/latest/reference/services/sqs.html#SQS.Client.receive_message.
-
-    :param message: The message to filter (it will be modified)
-    :param names: the attributes names/filters (can be 'All', '.*', '*' or prefix filters like 'Foo.*')
-    """
-    if not message.get("MessageAttributes"):
-        return
-
-    if not names:
-        del message["MessageAttributes"]
-        return
-
-    if "All" in names or ".*" in names or "*" in names:
-        return
-
-    attributes = message["MessageAttributes"]
-    matched = []
-
-    keys = [name for name in names if ".*" not in name]
-    prefixes = [name.split(".*")[0] for name in names if ".*" in name]
-
-    # match prefix filters
-    for k in attributes:
-        if k in keys:
-            matched.append(k)
-            continue
-
-        for prefix in prefixes:
-            if k.startswith(prefix):
-                matched.append(k)
-            break
-    if matched:
-        message["MessageAttributes"] = {k: attributes[k] for k in matched}
-    else:
-        message.pop("MessageAttributes")
-
-
 def extract_message_count_from_headers(context: RequestContext) -> int | None:
     if override := context.request.headers.get(
         HEADER_LOCALSTACK_SQS_OVERRIDE_MESSAGE_COUNT, default=None, type=int
diff --git a/localstack-core/localstack/services/sqs/utils.py b/localstack-core/localstack/services/sqs/utils.py
index a67fd4c65c472..ff78955f0ce46 100644
--- a/localstack-core/localstack/services/sqs/utils.py
+++ b/localstack-core/localstack/services/sqs/utils.py
@@ -1,12 +1,20 @@
 import base64
+import hashlib
 import itertools
 import json
 import re
+import struct
 import time
-from typing import Literal, NamedTuple
+from typing import Any, Literal, NamedTuple
 from urllib.parse import urlparse
 
-from localstack.aws.api.sqs import QueueAttributeName, ReceiptHandleIsInvalid
+from localstack.aws.api.sqs import (
+    AttributeNameList,
+    Message,
+    MessageAttributeNameList,
+    QueueAttributeName,
+    ReceiptHandleIsInvalid,
+)
 from localstack.services.sqs.constants import (
     DOMAIN_STRATEGY_URL_REGEX,
     LEGACY_STRATEGY_URL_REGEX,
@@ -22,6 +30,11 @@
 PATH_ENDPOINT = re.compile(PATH_STRATEGY_URL_REGEX)
 LEGACY_ENDPOINT = re.compile(LEGACY_STRATEGY_URL_REGEX)
 
+STRING_TYPE_FIELD_INDEX = 1
+BINARY_TYPE_FIELD_INDEX = 2
+STRING_LIST_TYPE_FIELD_INDEX = 3
+BINARY_LIST_TYPE_FIELD_INDEX = 4
+
 
 def is_sqs_queue_url(url: str) -> bool:
     return any(
@@ -184,3 +197,109 @@ def global_message_sequence():
 
 def generate_message_id():
     return long_uid()
+
+
+def message_filter_attributes(message: Message, names: AttributeNameList | None):
+    """
+    Utility function filter from the given message (in-place) the system attributes from the given list. It will
+    apply all rules according to:
+    https://boto3.amazonaws.com/v1/documentation/api/latest/reference/services/sqs.html#SQS.Client.receive_message.
+
+    :param message: The message to filter (it will be modified)
+    :param names: the attributes names/filters
+    """
+    if "Attributes" not in message:
+        return
+
+    if not names:
+        del message["Attributes"]
+        return
+
+    if QueueAttributeName.All in names:
+        return
+
+    for k in list(message["Attributes"].keys()):
+        if k not in names:
+            del message["Attributes"][k]
+
+
+def message_filter_message_attributes(message: Message, names: MessageAttributeNameList | None):
+    """
+    Utility function filter from the given message (in-place) the message attributes from the given list. It will
+    apply all rules according to:
+    https://boto3.amazonaws.com/v1/documentation/api/latest/reference/services/sqs.html#SQS.Client.receive_message.
+
+    :param message: The message to filter (it will be modified)
+    :param names: the attributes names/filters (can be 'All', '.*', '*' or prefix filters like 'Foo.*')
+    """
+    if not message.get("MessageAttributes"):
+        return
+
+    if not names:
+        del message["MessageAttributes"]
+        return
+
+    if "All" in names or ".*" in names or "*" in names:
+        return
+
+    attributes = message["MessageAttributes"]
+    matched = []
+
+    keys = [name for name in names if ".*" not in name]
+    prefixes = [name.split(".*")[0] for name in names if ".*" in name]
+
+    # match prefix filters
+    for k in attributes:
+        if k in keys:
+            matched.append(k)
+            continue
+
+        for prefix in prefixes:
+            if k.startswith(prefix):
+                matched.append(k)
+            break
+    if matched:
+        message["MessageAttributes"] = {k: attributes[k] for k in matched}
+    else:
+        message.pop("MessageAttributes")
+
+
+def _utf8(value: Any) -> bytes:  # type: ignore[misc]
+    if isinstance(value, str):
+        return value.encode("utf-8")
+    return value
+
+
+def _update_binary_length_and_value(md5: Any, value: bytes) -> None:  # type: ignore[misc]
+    length_bytes = struct.pack("!I".encode("ascii"), len(value))
+    md5.update(length_bytes)
+    md5.update(value)
+
+
+def create_message_attribute_hash(message_attributes) -> str | None:
+    """
+    Method from moto's attribute_md5 of moto/sqs/models.py, separated from the Message Object.
+    """
+    # To avoid the need to check for dict conformity everytime we invoke this function
+    if not isinstance(message_attributes, dict):
+        return
+
+    hash = hashlib.md5()
+
+    for attrName in sorted(message_attributes.keys()):
+        attr_value = message_attributes[attrName]
+        # Encode name
+        _update_binary_length_and_value(hash, _utf8(attrName))
+        # Encode data type
+        _update_binary_length_and_value(hash, _utf8(attr_value["DataType"]))
+        # Encode transport type and value
+        if attr_value.get("StringValue"):
+            hash.update(bytearray([STRING_TYPE_FIELD_INDEX]))
+            _update_binary_length_and_value(hash, _utf8(attr_value.get("StringValue")))
+        elif attr_value.get("BinaryValue"):
+            hash.update(bytearray([BINARY_TYPE_FIELD_INDEX]))
+            decoded_binary_value = attr_value.get("BinaryValue")
+            _update_binary_length_and_value(hash, decoded_binary_value)
+        # string_list_value, binary_list_value type is not implemented, reserved for the future use.
+        # See https://docs.aws.amazon.com/AWSSimpleQueueService/latest/APIReference/API_MessageAttributeValue.html
+    return hash.hexdigest()
diff --git a/tests/aws/services/sqs/test_sqs_backdoor.py b/tests/aws/services/sqs/test_sqs_developer_api.py
similarity index 99%
rename from tests/aws/services/sqs/test_sqs_backdoor.py
rename to tests/aws/services/sqs/test_sqs_developer_api.py
index 8c75506173edd..582ddfe8e2a75 100644
--- a/tests/aws/services/sqs/test_sqs_backdoor.py
+++ b/tests/aws/services/sqs/test_sqs_developer_api.py
@@ -35,7 +35,7 @@ def _parse_attribute_map(json_message: dict) -> dict[str, str]:
 
 
 # @pytest.mark.usefixtures("openapi_validate")
-class TestSqsDeveloperEndpoints:
+class TestSqsDeveloperApi:
     @markers.aws.only_localstack
     @pytest.mark.parametrize("strategy", ["standard", "domain", "path"])
     def test_list_messages_has_no_side_effects(
diff --git a/tests/unit/services/sqs/test_sqs.py b/tests/unit/services/sqs/test_sqs.py
index b8e9cddefaaf7..1515d6d8507df 100644
--- a/tests/unit/services/sqs/test_sqs.py
+++ b/tests/unit/services/sqs/test_sqs.py
@@ -4,8 +4,8 @@
 import localstack.services.sqs.models
 from localstack.services.sqs import provider
 from localstack.services.sqs.constants import DEFAULT_MAXIMUM_MESSAGE_SIZE
-from localstack.services.sqs.provider import _create_message_attribute_hash
 from localstack.services.sqs.utils import (
+    create_message_attribute_hash,
     guess_endpoint_strategy_and_host,
     is_sqs_queue_url,
     parse_queue_url,
@@ -20,7 +20,7 @@ def test_sqs_message_attrs_md5():
             "DataType": "Number",
         }
     }
-    md5 = _create_message_attribute_hash(msg_attrs)
+    md5 = create_message_attribute_hash(msg_attrs)
     assert md5 == "235c5c510d26fb653d073faed50ae77c"
 
 

From 2853df58bfaf17b24014a2293d59d607c4d8560c Mon Sep 17 00:00:00 2001
From: Daniel Fangl <daniel.fangl@localstack.cloud>
Date: Tue, 30 Sep 2025 15:00:40 +0200
Subject: [PATCH 255/697] Upgrade dynamodb local to version 3.1 (#13210)

---
 localstack-core/localstack/services/dynamodb/packages.py | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/localstack-core/localstack/services/dynamodb/packages.py b/localstack-core/localstack/services/dynamodb/packages.py
index f80175b5df183..47d52471262a6 100644
--- a/localstack-core/localstack/services/dynamodb/packages.py
+++ b/localstack-core/localstack/services/dynamodb/packages.py
@@ -17,7 +17,8 @@
 DDB_AGENT_JAR_URL = f"{ARTIFACTS_REPO}/raw/e4e8c8e294b1fcda90c678ff6af5d5ebe1f091eb/dynamodb-local-patch/target/ddb-local-loader-0.2.jar"
 JAVASSIST_JAR_URL = f"{MAVEN_REPO_URL}/org/javassist/javassist/3.30.2-GA/javassist-3.30.2-GA.jar"
 
-DDBLOCAL_URL = "https://d1ni2b6xgvw0s0.cloudfront.net/v3.x/dynamodb_local_latest.zip"
+# URL points to 2.x here - however the latest 3.x builds are available under this URL
+DDBLOCAL_URL = "https://d1ni2b6xgvw0s0.cloudfront.net/v2.x/dynamodb_local_latest.zip"
 
 
 class DynamoDBLocalPackage(Package):

From 11b7585fbd309c32ce65f247816c888b8780dbdd Mon Sep 17 00:00:00 2001
From: Greg Furman <31275503+gregfurman@users.noreply.github.com>
Date: Tue, 30 Sep 2025 15:02:21 +0200
Subject: [PATCH 256/697] fix(kinesis): Add account and region context when
 using connect_to (#13211)

---
 localstack-core/localstack/services/kinesis/provider.py | 8 ++++++--
 1 file changed, 6 insertions(+), 2 deletions(-)

diff --git a/localstack-core/localstack/services/kinesis/provider.py b/localstack-core/localstack/services/kinesis/provider.py
index a858defb8cc47..6c4f19f2f09da 100644
--- a/localstack-core/localstack/services/kinesis/provider.py
+++ b/localstack-core/localstack/services/kinesis/provider.py
@@ -110,7 +110,9 @@ def put_resource_policy(
         if not is_valid_kinesis_arn(resource_arn):
             raise ValidationException(f"invalid kinesis arn {resource_arn}")
 
-        kinesis = connect_to().kinesis
+        kinesis = connect_to(
+            aws_access_key_id=context.account_id, region_name=context.region
+        ).kinesis
         try:
             kinesis.describe_stream_summary(StreamARN=resource_arn)
         except kinesis.exceptions.ResourceNotFoundException:
@@ -128,7 +130,9 @@ def get_resource_policy(
         if not is_valid_kinesis_arn(resource_arn):
             raise ValidationException(f"invalid kinesis arn {resource_arn}")
 
-        kinesis = connect_to().kinesis
+        kinesis = connect_to(
+            aws_access_key_id=context.account_id, region_name=context.region
+        ).kinesis
         try:
             kinesis.describe_stream_summary(StreamARN=resource_arn)
         except kinesis.exceptions.ResourceNotFoundException:

From c835d592f5e7c3564f0b848329cc83e49d47a7b4 Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Tue, 30 Sep 2025 15:13:39 +0100
Subject: [PATCH 257/697] CFn: fix CDK redeploy (#13191)

---
 .../services/cloudformation/v2/provider.py    |  30 ++++-
 .../api/test_reference_resolving.py           | 109 +++++++++++++++
 .../test_reference_resolving.snapshot.json    |   4 +
 .../test_reference_resolving.validation.json  |   9 ++
 tests/aws/templates/cdk-lambda-redeploy.json  | 124 ++++++++++++++++++
 5 files changed, 271 insertions(+), 5 deletions(-)
 create mode 100644 tests/aws/templates/cdk-lambda-redeploy.json

diff --git a/localstack-core/localstack/services/cloudformation/v2/provider.py b/localstack-core/localstack/services/cloudformation/v2/provider.py
index cf16d50c5229a..dabc042a23165 100644
--- a/localstack-core/localstack/services/cloudformation/v2/provider.py
+++ b/localstack-core/localstack/services/cloudformation/v2/provider.py
@@ -243,7 +243,11 @@ def on_before_start(self):
 
     @staticmethod
     def _resolve_parameters(
-        template: dict | None, parameters: dict | None, account_id: str, region_name: str
+        template: dict | None,
+        parameters: dict | None,
+        account_id: str,
+        region_name: str,
+        before_parameters: dict | None,
     ) -> dict[str, EngineParameter]:
         template_parameters = template.get("Parameters", {})
         resolved_parameters = {}
@@ -278,10 +282,25 @@ def _resolve_parameters(
                         resolved_parameter["resolved_value"] = resolve_ssm_parameter(
                             account_id, region_name, given_value or default_value
                         )
-                    except Exception:
-                        raise ValidationError(
-                            f"Parameter {name} should either have input value or default value"
-                        )
+                    except Exception as e:
+                        # we could not find the parameter however CDK provides the resolved value rather than the
+                        # parameter name again so try to look up the value in the previous parameters
+                        if (
+                            before_parameters
+                            and (before_param := before_parameters.get(name))
+                            and isinstance(before_param, dict)
+                            and (resolved_value := before_param.get("resolved_value"))
+                        ):
+                            LOG.debug(
+                                "Parameter %s could not be resolved, using previous value of %s",
+                                name,
+                                resolved_value,
+                            )
+                            resolved_parameter["resolved_value"] = resolved_value
+                        else:
+                            raise ValidationError(
+                                f"Parameter {name} should either have input value or default value"
+                            ) from e
             elif given_value is None and default_value is None:
                 invalid_parameters.append(name)
                 continue
@@ -320,6 +339,7 @@ def _setup_change_set_model(
                 after_parameters,
                 change_set.stack.account_id,
                 change_set.stack.region_name,
+                before_parameters,
             )
 
         change_set.resolved_parameters = resolved_parameters
diff --git a/tests/aws/services/cloudformation/api/test_reference_resolving.py b/tests/aws/services/cloudformation/api/test_reference_resolving.py
index a5a8fbf10b129..efcb8deb8f375 100644
--- a/tests/aws/services/cloudformation/api/test_reference_resolving.py
+++ b/tests/aws/services/cloudformation/api/test_reference_resolving.py
@@ -1,9 +1,11 @@
 import os
 
 import pytest
+from tests.aws.services.cloudformation.conftest import skip_if_legacy_engine
 
 from localstack.services.cloudformation.engine.template_deployer import MOCK_REFERENCE
 from localstack.testing.pytest import markers
+from localstack.utils import testutil
 from localstack.utils.strings import short_uid
 
 
@@ -103,3 +105,110 @@ def test_reference_unsupported_resource(deploy_cfn_template, aws_client):
     value_of_unsupported = deployment.outputs["parameter"]
     assert ref_of_unsupported == MOCK_REFERENCE
     assert value_of_unsupported == f"The value of the attribute is: {MOCK_REFERENCE}"
+
+
+@markers.aws.validated
+@skip_if_legacy_engine()
+def test_redeploy_cdk_with_reference(
+    aws_client, account_id, create_lambda_function, deploy_cfn_template, snapshot, cleanups
+):
+    """
+    Test a user scenario with a lambda function that fails to redeploy
+
+    """
+    # perform cdk bootstrap
+    template_file = os.path.join(
+        os.path.dirname(__file__), "../../../templates/cdk_bootstrap_v28.yaml"
+    )
+    qualifier = short_uid()
+    bootstrap_stack = deploy_cfn_template(
+        template_path=template_file,
+        parameters={
+            "CloudFormationExecutionPolicies": "",
+            "FileAssetsBucketKmsKeyId": "AWS_MANAGED_KEY",
+            "PublicAccessBlockConfiguration": "true",
+            "TrustedAccounts": "",
+            "TrustedAccountsForLookup": "",
+            "Qualifier": qualifier,
+        },
+    )
+
+    lambda_bucket = bootstrap_stack.outputs["BucketName"]
+
+    # upload the lambda function
+    lambda_src_1 = """
+    def handler(event, context):
+        return {"status": "ok"}
+    """
+    lambda_src_2 = """
+    def handler(event, context):
+        return {"status": "foo"}
+    """
+
+    function_name = f"function-{short_uid()}"
+    cleanups.append(lambda: aws_client.lambda_.delete_function(FunctionName=function_name))
+
+    def deploy_or_update_lambda(content: str, lambda_key: str):
+        archive = testutil.create_lambda_archive(content)
+        with open(archive, "rb") as infile:
+            aws_client.s3.put_object(Bucket=lambda_bucket, Key=lambda_key, Body=infile)
+
+        lambda_exists = False
+        try:
+            aws_client.lambda_.get_function(FunctionName=function_name)
+            lambda_exists = True
+        except Exception:
+            # TODO: work out the proper exception
+            pass
+
+        if lambda_exists:
+            aws_client.lambda_.update_function_code(
+                FunctionName=function_name,
+                S3Bucket=lambda_bucket,
+                S3Key=lambda_key,
+            )
+        else:
+            aws_client.lambda_.create_function(
+                FunctionName=function_name,
+                Runtime="python3.12",
+                Handler="handler",
+                Code={
+                    "S3Bucket": lambda_bucket,
+                    "S3Key": lambda_key,
+                },
+                # The role does not matter
+                Role=f"arn:aws:iam::{account_id}:role/LambdaExecutionRole",
+            )
+        aws_client.lambda_.get_waiter("function_active_v2").wait(FunctionName=function_name)
+
+    lambda_key_1 = f"{short_uid()}.zip"
+    deploy_or_update_lambda(lambda_src_1, lambda_key_1)
+
+    # deploy the template the first time
+    stack = deploy_cfn_template(
+        template_path=os.path.join(
+            os.path.dirname(__file__), "../../../templates/cdk-lambda-redeploy.json"
+        ),
+        parameters={
+            "DeployBucket": lambda_bucket,
+            "DeployKey": lambda_key_1,
+            "BootstrapVersion": f"/cdk-bootstrap/{qualifier}/version",
+        },
+    )
+
+    lambda_key_2 = f"{short_uid()}.zip"
+    deploy_or_update_lambda(lambda_src_2, lambda_key_2)
+
+    # deploy the template the second time
+    deploy_cfn_template(
+        stack_name=stack.stack_id,
+        template_path=os.path.join(
+            os.path.dirname(__file__), "../../../templates/cdk-lambda-redeploy.json"
+        ),
+        is_update=True,
+        parameters={
+            "DeployBucket": lambda_bucket,
+            "DeployKey": lambda_key_2,
+            "BootstrapVersion": "28",
+        },
+    )
diff --git a/tests/aws/services/cloudformation/api/test_reference_resolving.snapshot.json b/tests/aws/services/cloudformation/api/test_reference_resolving.snapshot.json
index 2aebe631514be..488fba1a50d6c 100644
--- a/tests/aws/services/cloudformation/api/test_reference_resolving.snapshot.json
+++ b/tests/aws/services/cloudformation/api/test_reference_resolving.snapshot.json
@@ -32,5 +32,9 @@
         "MyTopicSubWithMap": "<topic-name>|arn:<partition>:sns:<region>:111111111111:<topic-name>|something"
       }
     }
+  },
+  "tests/aws/services/cloudformation/api/test_reference_resolving.py::test_redeploy_cdk_with_reference": {
+    "recorded-date": "24-09-2025, 19:40:59",
+    "recorded-content": {}
   }
 }
diff --git a/tests/aws/services/cloudformation/api/test_reference_resolving.validation.json b/tests/aws/services/cloudformation/api/test_reference_resolving.validation.json
index 5422a01c739f0..ec17cf50bd2bd 100644
--- a/tests/aws/services/cloudformation/api/test_reference_resolving.validation.json
+++ b/tests/aws/services/cloudformation/api/test_reference_resolving.validation.json
@@ -5,6 +5,15 @@
   "tests/aws/services/cloudformation/api/test_reference_resolving.py::test_nested_getatt_ref[TopicName]": {
     "last_validated_date": "2023-05-11T11:43:51+00:00"
   },
+  "tests/aws/services/cloudformation/api/test_reference_resolving.py::test_redeploy_cdk_with_reference": {
+    "last_validated_date": "2025-09-24T19:41:46+00:00",
+    "durations_in_seconds": {
+      "setup": 12.48,
+      "call": 102.32,
+      "teardown": 47.28,
+      "total": 162.08
+    }
+  },
   "tests/aws/services/cloudformation/api/test_reference_resolving.py::test_sub_resolving": {
     "last_validated_date": "2023-05-12T05:51:06+00:00"
   }
diff --git a/tests/aws/templates/cdk-lambda-redeploy.json b/tests/aws/templates/cdk-lambda-redeploy.json
new file mode 100644
index 0000000000000..dc013eedf6d26
--- /dev/null
+++ b/tests/aws/templates/cdk-lambda-redeploy.json
@@ -0,0 +1,124 @@
+{
+  "Resources": {
+    "ReproPaymentsHandlerServiceRole7453EE1B": {
+      "Type": "AWS::IAM::Role",
+      "Properties": {
+        "AssumeRolePolicyDocument": {
+          "Statement": [
+            {
+              "Action": "sts:AssumeRole",
+              "Effect": "Allow",
+              "Principal": {
+                "Service": "lambda.amazonaws.com"
+              }
+            }
+          ],
+          "Version": "2012-10-17"
+        },
+        "ManagedPolicyArns": [
+          {
+            "Fn::Join": [
+              "",
+              [
+                "arn:",
+                {
+                  "Ref": "AWS::Partition"
+                },
+                ":iam::aws:policy/service-role/AWSLambdaBasicExecutionRole"
+              ]
+            ]
+          }
+        ]
+      },
+      "Metadata": {
+        "aws:cdk:path": "CdkStack/Repro/PaymentsHandler/ServiceRole/Resource"
+      }
+    },
+    "ReproPaymentsHandlerFA388BE4": {
+      "Type": "AWS::Lambda::Function",
+      "Properties": {
+        "Code": {
+          "S3Bucket": {
+            "Ref": "DeployBucket"
+          },
+          "S3Key": {
+            "Ref": "DeployKey"
+          }
+        },
+        "Handler": "index.handler",
+        "Role": {
+          "Fn::GetAtt": [
+            "ReproPaymentsHandlerServiceRole7453EE1B",
+            "Arn"
+          ]
+        },
+        "Runtime": "nodejs22.x"
+      },
+      "DependsOn": [
+        "ReproPaymentsHandlerServiceRole7453EE1B"
+      ],
+      "Metadata": {
+        "aws:cdk:path": "CdkStack/Repro/PaymentsHandler/Resource",
+        "aws:asset:path": "asset.83bd6ee15f56848d793729be08e79f53eed8a43e4d0857f3ad9a83280cb4784b",
+        "aws:asset:is-bundled": true,
+        "aws:asset:property": "Code"
+      }
+    },
+    "CDKMetadata": {
+      "Type": "AWS::CDK::Metadata",
+      "Properties": {
+        "Analytics": "v2:deflate64:H4sIAAAAAAAA/zXNywqDMBCF4WdxP05thEKXVeiyBX0AGeMo8RKLk9SF+O4lSlff6vxHoUrueI1olVg3QzyaGrfSkR6AVqm2kaa6ocrODfeCr4Ont9qZ2YKhCbdiHhny1gZ3kLQiEXaCjwBIipnXA7uMhOGsYd7af2OHgmX2i2Y4BqWjztguBN/efbzbIXxjL5evUni9YRL1Yky8eOvMxFic/gBWkHMZyAAAAA=="
+      },
+      "Metadata": {
+        "aws:cdk:path": "CdkStack/CDKMetadata/Default"
+      }
+    }
+  },
+  "Outputs": {
+    "ReproLambdaName070199FC": {
+      "Value": {
+        "Ref": "ReproPaymentsHandlerFA388BE4"
+      }
+    }
+  },
+  "Parameters": {
+    "DeployBucket": {
+      "Type": "String"
+    },
+    "DeployKey": {
+      "Type": "String"
+    },
+    "BootstrapVersion": {
+      "Type": "AWS::SSM::Parameter::Value<String>",
+      "Default": "/cdk-bootstrap/hnb659fds/version",
+      "Description": "Version of the CDK Bootstrap resources in this environment, automatically retrieved from SSM Parameter Store. [cdk:skip]"
+    }
+  },
+  "Rules": {
+    "CheckBootstrapVersion": {
+      "Assertions": [
+        {
+          "Assert": {
+            "Fn::Not": [
+              {
+                "Fn::Contains": [
+                  [
+                    "1",
+                    "2",
+                    "3",
+                    "4",
+                    "5"
+                  ],
+                  {
+                    "Ref": "BootstrapVersion"
+                  }
+                ]
+              }
+            ]
+          },
+          "AssertDescription": "CDK bootstrap stack version 6 required. Please run 'cdk bootstrap' with a recent version of the CDK CLI."
+        }
+      ]
+    }
+  }
+}

From 77b0748803d52927149ab884204229ed54c56d35 Mon Sep 17 00:00:00 2001
From: Daniel Fangl <daniel.fangl@localstack.cloud>
Date: Tue, 30 Sep 2025 20:41:57 +0200
Subject: [PATCH 258/697] Cfn: Fix backslash processing for dynamic replacement
 values (#13212)

---
 .../engine/v2/change_set_model_preproc.py     |  6 ++++-
 .../services/cloudformation/v2/provider.py    |  2 +-
 .../cloudformation/test_template_engine.py    | 17 +++++++++++++
 .../test_template_engine.validation.json      |  9 +++++++
 ...solve_secretsmanager_with_backslashes.yaml | 24 +++++++++++++++++++
 5 files changed, 56 insertions(+), 2 deletions(-)
 create mode 100644 tests/aws/templates/resolve_secretsmanager_with_backslashes.yaml

diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
index 78a7c0e131549..8cfc0993485f4 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
@@ -441,7 +441,11 @@ def _perform_dynamic_replacements(self, value: _T) -> _T:
                 region_name=self._change_set.region_name,
             )
             if new_value:
-                return REGEX_DYNAMIC_REF.sub(new_value, value)
+                # We need to use a function here, to avoid backslash processing by regex.
+                # From the regex sub documentation:
+                # repl can be a string or a function; if it is a string, any backslash escapes in it are processed.
+                # Using a function, we can avoid this processing.
+                return REGEX_DYNAMIC_REF.sub(lambda _: new_value, value)
 
         return value
 
diff --git a/localstack-core/localstack/services/cloudformation/v2/provider.py b/localstack-core/localstack/services/cloudformation/v2/provider.py
index dabc042a23165..d5e437b5d13ad 100644
--- a/localstack-core/localstack/services/cloudformation/v2/provider.py
+++ b/localstack-core/localstack/services/cloudformation/v2/provider.py
@@ -236,7 +236,7 @@ def on_before_start(self):
         issue_url = "?".join([base, urlencode(query_args)])
         LOG.info(
             "You have opted in to the new CloudFormation deployment engine. "
-            "You can opt in to using the old engine by setting PROVIDER_OVERRIDE_CLOUDFORMATION=legacy. "
+            "You can opt in to using the old engine by setting PROVIDER_OVERRIDE_CLOUDFORMATION=engine-legacy. "
             "If you experience issues, please submit a bug report at this URL: %s",
             issue_url,
         )
diff --git a/tests/aws/services/cloudformation/test_template_engine.py b/tests/aws/services/cloudformation/test_template_engine.py
index c8d124d8fedc6..52e4876cea994 100644
--- a/tests/aws/services/cloudformation/test_template_engine.py
+++ b/tests/aws/services/cloudformation/test_template_engine.py
@@ -531,6 +531,23 @@ def test_resolve_secretsmanager(self, create_secret, deploy_cfn_template, templa
         topic_name = result.outputs["TopicName"]
         assert topic_name == parameter_value
 
+    @markers.aws.validated
+    def test_resolve_secretsmanager_with_backslashes(self, create_secret, deploy_cfn_template):
+        parameter_key = f"param-key-{short_uid()}"
+        secret_value = json.dumps({"password": r"p\\30\asw\\\ord"})
+
+        create_secret(Name=parameter_key, SecretString=secret_value)
+
+        result = deploy_cfn_template(
+            parameters={"DynamicParameter": parameter_key},
+            template_path=os.path.join(
+                os.path.dirname(__file__),
+                "../../templates/resolve_secretsmanager_with_backslashes.yaml",
+            ),
+        )
+
+        assert secret_value == result.outputs["ParameterValue"]
+
 
 class TestPreviousValues:
     @pytest.mark.skip(reason="outputs don't behave well in combination with conditions")
diff --git a/tests/aws/services/cloudformation/test_template_engine.validation.json b/tests/aws/services/cloudformation/test_template_engine.validation.json
index 76ab369e315b2..79bece0983398 100644
--- a/tests/aws/services/cloudformation/test_template_engine.validation.json
+++ b/tests/aws/services/cloudformation/test_template_engine.validation.json
@@ -98,6 +98,15 @@
   "tests/aws/services/cloudformation/test_template_engine.py::TestPseudoParameters::test_stack_id": {
     "last_validated_date": "2024-07-18T08:56:47+00:00"
   },
+  "tests/aws/services/cloudformation/test_template_engine.py::TestSecretsManagerParameters::test_resolve_secretsmanager_with_backslashes": {
+    "last_validated_date": "2025-09-30T15:36:21+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 11.22,
+      "teardown": 4.49,
+      "total": 15.72
+    }
+  },
   "tests/aws/services/cloudformation/test_template_engine.py::TestSsmParameters::test_create_change_set_with_ssm_parameter_list": {
     "last_validated_date": "2024-08-08T21:21:23+00:00"
   },
diff --git a/tests/aws/templates/resolve_secretsmanager_with_backslashes.yaml b/tests/aws/templates/resolve_secretsmanager_with_backslashes.yaml
new file mode 100644
index 0000000000000..78ceb01dcc29e
--- /dev/null
+++ b/tests/aws/templates/resolve_secretsmanager_with_backslashes.yaml
@@ -0,0 +1,24 @@
+Parameters:
+  DynamicParameter:
+    Type: String
+
+Resources:
+  MyParameter:
+    Type: AWS::SSM::Parameter
+    Properties:
+      Type: String
+      Value:
+        Fn::Join:
+          - ""
+          - - "{{resolve:secretsmanager:arn:"
+            - Ref: AWS::Partition
+            - ":secretsmanager:"
+            - Ref: AWS::Region
+            - ":"
+            - Ref: AWS::AccountId
+            - ":secret:"
+            - Ref: DynamicParameter
+            -  ":SecretString:::}}"
+Outputs:
+  ParameterValue:
+    Value: !GetAtt MyParameter.Value

From 961277c84e8aaf1872e5f7a213c0e303e8a99832 Mon Sep 17 00:00:00 2001
From: "localstack[bot]" <localstack-bot@users.noreply.github.com>
Date: Thu, 2 Oct 2025 07:31:01 +0000
Subject: [PATCH 259/697] release version 4.9.0


From 362849ce3bbcdb2085c8dd37130098d93a175620 Mon Sep 17 00:00:00 2001
From: "localstack[bot]" <localstack-bot@users.noreply.github.com>
Date: Thu, 2 Oct 2025 07:32:45 +0000
Subject: [PATCH 260/697] prepare next development iteration


From ae41d258c27911075642d64dc5bc361f64d1cc48 Mon Sep 17 00:00:00 2001
From: Brian Rinaldi <brian.rinaldi@gmail.com>
Date: Thu, 2 Oct 2025 10:25:30 -0400
Subject: [PATCH 261/697] Update README for 4.9 (#13216)

---
 README.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/README.md b/README.md
index 50b28d01b25c5..2d3c9533e78f6 100644
--- a/README.md
+++ b/README.md
@@ -1,5 +1,5 @@
 <p align="center">
-:zap: We are thrilled to announce the release of <a href="https://blog.localstack.cloud/localstack-for-aws-release-v-4-8-0/">LocalStack 4.8</a> :zap:
+:zap: We are thrilled to announce the release of <a href="https://blog.localstack.cloud/localstack-for-aws-release-v-4-9-0/">LocalStack 4.9</a> :zap:
 </p>
 
 <p align="center">
@@ -93,7 +93,7 @@ Start LocalStack inside a Docker container by running:
   / /___/ /_/ / /__/ /_/ / /___/ / /_/ /_/ / /__/ ,<
  /_____/\____/\___/\__,_/_//____/\__/\__,_/\___/_/|_|
 
-- LocalStack CLI: 4.8.0
+- LocalStack CLI: 4.9.0
 - Profile: default
 - App: https://app.localstack.cloud
 

From 478dbcf1598fff6b41a3b8483bf1a720a2222ed0 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Cristopher=20Pinz=C3=B3n?=
 <18080804+pinzon@users.noreply.github.com>
Date: Thu, 2 Oct 2025 11:55:02 -0500
Subject: [PATCH 262/697] CFN: add validation in GetAtt for conditionally
 canceled resources (#13213)

---
 .../engine/v2/change_set_model_preproc.py     | 15 +++++++++++
 .../cloudformation/engine/test_conditions.py  | 27 +++++++++++++++++++
 .../engine/test_conditions.snapshot.json      | 16 +++++++++++
 .../engine/test_conditions.validation.json    | 17 +++++++++++-
 .../conditions/get-att-condition.yml          | 21 +++++++++++++++
 5 files changed, 95 insertions(+), 1 deletion(-)
 create mode 100644 tests/aws/templates/conditions/get-att-condition.yml

diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
index 8cfc0993485f4..8533c98394559 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
@@ -572,6 +572,21 @@ def _resolve_attribute(self, arguments: str | list[str], select_before: bool) ->
             resource_name=logical_name_of_resource,
             node_template=self._change_set.update_model.node_template,
         )
+
+        if not is_nothing(node_resource.condition_reference):
+            condition = self._get_node_condition_if_exists(node_resource.condition_reference.value)
+            evaluation_result = self._resolve_condition(condition.name)
+
+            if select_before and not evaluation_result.before:
+                raise ValidationError(
+                    f"Template format error: Unresolved resource dependencies [{logical_name_of_resource}] in the Resources block of the template"
+                )
+
+            if not select_before and not evaluation_result.after:
+                raise ValidationError(
+                    f"Template format error: Unresolved resource dependencies [{logical_name_of_resource}] in the Resources block of the template"
+                )
+
         node_property: NodeProperty | None = self._get_node_property_for(
             property_name=attribute_name, node_resource=node_resource
         )
diff --git a/tests/aws/services/cloudformation/engine/test_conditions.py b/tests/aws/services/cloudformation/engine/test_conditions.py
index ed2a4a4579556..229f5ca86d776 100644
--- a/tests/aws/services/cloudformation/engine/test_conditions.py
+++ b/tests/aws/services/cloudformation/engine/test_conditions.py
@@ -1,6 +1,7 @@
 import os.path
 
 import pytest
+from tests.aws.services.cloudformation.conftest import skip_if_legacy_engine
 
 from localstack.services.cloudformation.v2.utils import is_v2_engine
 from localstack.testing.aws.util import is_aws_cloud
@@ -125,6 +126,32 @@ def test_dependent_ref(self, aws_client, snapshot):
             )
         snapshot.match("dependent_ref_exc", e.value.response)
 
+    @markers.aws.validated
+    @skip_if_legacy_engine
+    def test_dependent_get_att(self, aws_client, snapshot):
+        """
+        Tests behavior of a stack with 2 resources where one depends on the other.
+        The referenced resource won't be deployed due to its condition evaluating to false, so the GetAtt can't be resolved.
+
+        This immediately leads to an error.
+        """
+
+        stack_name = f"test-condition-ref-stack-{short_uid()}"
+        changeset_name = "initial"
+        with pytest.raises(aws_client.cloudformation.exceptions.ClientError) as e:
+            aws_client.cloudformation.create_change_set(
+                StackName=stack_name,
+                ChangeSetName=changeset_name,
+                ChangeSetType="CREATE",
+                TemplateBody=load_file(
+                    os.path.join(THIS_DIR, "../../../templates/conditions/get-att-condition.yml")
+                ),
+                Parameters=[
+                    {"ParameterKey": "OptionParameter", "ParameterValue": "option-b"},
+                ],
+            )
+        snapshot.match("dependent_ref_exc", e.value.response)
+
     @markers.aws.validated
     @pytest.mark.skipif(condition=not is_aws_cloud(), reason="not supported yet")
     def test_dependent_ref_intrinsic_fn_condition(self, aws_client, deploy_cfn_template):
diff --git a/tests/aws/services/cloudformation/engine/test_conditions.snapshot.json b/tests/aws/services/cloudformation/engine/test_conditions.snapshot.json
index 4d8bc281ae75c..3ae8686edd44d 100644
--- a/tests/aws/services/cloudformation/engine/test_conditions.snapshot.json
+++ b/tests/aws/services/cloudformation/engine/test_conditions.snapshot.json
@@ -759,5 +759,21 @@
         }
       }
     }
+  },
+  "tests/aws/services/cloudformation/engine/test_conditions.py::TestCloudFormationConditions::test_dependent_get_att": {
+    "recorded-date": "30-09-2025, 19:25:10",
+    "recorded-content": {
+      "dependent_ref_exc": {
+        "Error": {
+          "Code": "ValidationError",
+          "Message": "Template format error: Unresolved resource dependencies [MyTopic] in the Resources block of the template",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/cloudformation/engine/test_conditions.validation.json b/tests/aws/services/cloudformation/engine/test_conditions.validation.json
index a2579fb8517c8..33145a6055c7e 100644
--- a/tests/aws/services/cloudformation/engine/test_conditions.validation.json
+++ b/tests/aws/services/cloudformation/engine/test_conditions.validation.json
@@ -1,6 +1,21 @@
 {
+  "tests/aws/services/cloudformation/engine/test_conditions.py::TestCloudFormationConditions::test_dependent_get_att": {
+    "last_validated_date": "2025-09-30T19:25:10+00:00",
+    "durations_in_seconds": {
+      "setup": 0.23,
+      "call": 0.36,
+      "teardown": 0.0,
+      "total": 0.59
+    }
+  },
   "tests/aws/services/cloudformation/engine/test_conditions.py::TestCloudFormationConditions::test_dependent_ref": {
-    "last_validated_date": "2023-06-26T12:18:26+00:00"
+    "last_validated_date": "2025-09-30T19:03:49+00:00",
+    "durations_in_seconds": {
+      "setup": 0.27,
+      "call": 0.34,
+      "teardown": 0.0,
+      "total": 0.61
+    }
   },
   "tests/aws/services/cloudformation/engine/test_conditions.py::TestCloudFormationConditions::test_nested_conditions[prod-bucket-policy]": {
     "last_validated_date": "2023-06-26T12:24:03+00:00"
diff --git a/tests/aws/templates/conditions/get-att-condition.yml b/tests/aws/templates/conditions/get-att-condition.yml
new file mode 100644
index 0000000000000..cd17bb4fb6bef
--- /dev/null
+++ b/tests/aws/templates/conditions/get-att-condition.yml
@@ -0,0 +1,21 @@
+Parameters:
+  OptionParameter:
+    Type: String
+    AllowedValues:
+      - option-a
+      - option-b
+Resources:
+  MyTopic:
+    Type: AWS::SNS::Topic
+    Condition: ShouldCreateTopic
+
+  MySsmParam:
+    Type: AWS::SSM::Parameter
+    Properties:
+      Type: String
+      Value: !GetAtt MyTopic.TopicName
+
+Conditions:
+  ShouldCreateTopic: !Equals
+    - !Ref OptionParameter
+    - option-a
\ No newline at end of file

From 30111e0c98775044c465227aab476b9e4d403a45 Mon Sep 17 00:00:00 2001
From: "localstack[bot]" <localstack-bot@users.noreply.github.com>
Date: Fri, 3 Oct 2025 11:11:26 +0000
Subject: [PATCH 263/697] release version 4.9.1


From c88e0396e67e3e508b40b96857140f04be8e3030 Mon Sep 17 00:00:00 2001
From: "localstack[bot]" <localstack-bot@users.noreply.github.com>
Date: Fri, 3 Oct 2025 11:13:20 +0000
Subject: [PATCH 264/697] prepare next development iteration


From b3feaf83b1500f17b3ba1ee48f99dbfdfdca35aa Mon Sep 17 00:00:00 2001
From: "localstack[bot]" <localstack-bot@users.noreply.github.com>
Date: Mon, 6 Oct 2025 08:22:33 +0000
Subject: [PATCH 265/697] release version 4.9.2


From f9af7716d6e872f53e75b09e9cb2374395c56518 Mon Sep 17 00:00:00 2001
From: "localstack[bot]" <localstack-bot@users.noreply.github.com>
Date: Mon, 6 Oct 2025 08:24:08 +0000
Subject: [PATCH 266/697] prepare next development iteration


From a4e351d0e4e086e77323db213995fbe9feef17ba Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Mon, 6 Oct 2025 10:41:41 +0200
Subject: [PATCH 267/697] Update ASF APIs (#13224)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
---
 .../localstack/aws/api/cloudformation/__init__.py           | 1 +
 pyproject.toml                                              | 6 +++---
 requirements-base-runtime.txt                               | 4 ++--
 requirements-dev.txt                                        | 6 +++---
 requirements-runtime.txt                                    | 6 +++---
 requirements-test.txt                                       | 6 +++---
 requirements-typehint.txt                                   | 6 +++---
 7 files changed, 18 insertions(+), 17 deletions(-)

diff --git a/localstack-core/localstack/aws/api/cloudformation/__init__.py b/localstack-core/localstack/aws/api/cloudformation/__init__.py
index 07defdde7f710..8ae0eda2d9828 100644
--- a/localstack-core/localstack/aws/api/cloudformation/__init__.py
+++ b/localstack-core/localstack/aws/api/cloudformation/__init__.py
@@ -722,6 +722,7 @@ class WarningType(StrEnum):
     UNSUPPORTED_PROPERTIES = "UNSUPPORTED_PROPERTIES"
     MUTUALLY_EXCLUSIVE_TYPES = "MUTUALLY_EXCLUSIVE_TYPES"
     EXCLUDED_PROPERTIES = "EXCLUDED_PROPERTIES"
+    EXCLUDED_RESOURCES = "EXCLUDED_RESOURCES"
 
 
 class AlreadyExistsException(ServiceException):
diff --git a/pyproject.toml b/pyproject.toml
index 400e439bde8df..a2545d67f8374 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -53,9 +53,9 @@ Issues = "https://github.com/localstack/localstack/issues"
 # minimal required to actually run localstack on the host for services natively implemented in python
 base-runtime = [
     # pinned / updated by ASF update action
-    "boto3==1.40.40",
+    "boto3==1.40.45",
     # pinned / updated by ASF update action
-    "botocore==1.40.40",
+    "botocore==1.40.45",
     "awscrt>=0.13.14,!=0.27.1",
     "cbor2>=5.5.0",
     "dnspython>=1.16.0",
@@ -78,7 +78,7 @@ base-runtime = [
 runtime = [
     "localstack-core[base-runtime]",
     # pinned / updated by ASF update action
-    "awscli==1.42.40",
+    "awscli==1.42.45",
     "airspeed-ext>=0.6.3",
     # version that has a built wheel
     "kclpy-ext>=3.0.0",
diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index a38115222821d..8180fed0e6c83 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -11,9 +11,9 @@ attrs==25.3.0
     #   referencing
 awscrt==0.28.1
     # via localstack-core (pyproject.toml)
-boto3==1.40.40
+boto3==1.40.45
     # via localstack-core (pyproject.toml)
-botocore==1.40.40
+botocore==1.40.45
     # via
     #   boto3
     #   localstack-core (pyproject.toml)
diff --git a/requirements-dev.txt b/requirements-dev.txt
index 51847db0fbec4..b21581aadaabc 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -39,17 +39,17 @@ aws-sam-translator==1.100.0
     #   localstack-core
 aws-xray-sdk==2.14.0
     # via moto-ext
-awscli==1.42.40
+awscli==1.42.45
     # via localstack-core
 awscrt==0.28.1
     # via localstack-core
-boto3==1.40.40
+boto3==1.40.45
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.40.40
+botocore==1.40.45
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index af8460d90a512..b40a2bb8c5c3c 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -27,17 +27,17 @@ aws-sam-translator==1.100.0
     #   localstack-core (pyproject.toml)
 aws-xray-sdk==2.14.0
     # via moto-ext
-awscli==1.42.40
+awscli==1.42.45
     # via localstack-core (pyproject.toml)
 awscrt==0.28.1
     # via localstack-core
-boto3==1.40.40
+boto3==1.40.45
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.40.40
+botocore==1.40.45
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-test.txt b/requirements-test.txt
index 0cb48f0be4181..e89a68204a54b 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -39,17 +39,17 @@ aws-sam-translator==1.100.0
     #   localstack-core
 aws-xray-sdk==2.14.0
     # via moto-ext
-awscli==1.42.40
+awscli==1.42.45
     # via localstack-core
 awscrt==0.28.1
     # via localstack-core
-boto3==1.40.40
+boto3==1.40.45
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.40.40
+botocore==1.40.45
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index 8e525795fbc39..409f6b3f364e0 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -39,11 +39,11 @@ aws-sam-translator==1.100.0
     #   localstack-core
 aws-xray-sdk==2.14.0
     # via moto-ext
-awscli==1.42.40
+awscli==1.42.45
     # via localstack-core
 awscrt==0.28.1
     # via localstack-core
-boto3==1.40.40
+boto3==1.40.45
     # via
     #   aws-sam-translator
     #   kclpy-ext
@@ -51,7 +51,7 @@ boto3==1.40.40
     #   moto-ext
 boto3-stubs==1.40.41
     # via localstack-core (pyproject.toml)
-botocore==1.40.40
+botocore==1.40.45
     # via
     #   aws-xray-sdk
     #   awscli

From f3be7ada6d70e62b6f9faef0fd56c15f53008eef Mon Sep 17 00:00:00 2001
From: Alex Rashed <2796604+alexrashed@users.noreply.github.com>
Date: Mon, 6 Oct 2025 12:39:00 +0200
Subject: [PATCH 268/697] dependabot: update labels and cleanup config (#13225)

---
 .github/dependabot.yml | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/.github/dependabot.yml b/.github/dependabot.yml
index c585cd1f754bc..21c4e338fd3ce 100644
--- a/.github/dependabot.yml
+++ b/.github/dependabot.yml
@@ -7,12 +7,11 @@ updates:
     ignore:
       - dependency-name: "python"
         update-types: ["version-update:semver-major", "version-update:semver-minor"]
-      - dependency-name: "eclipse-temurin"
-        update-types: ["version-update:semver-major"]
     labels:
       - "area: dependencies"
       - "semver: patch"
-      - "skip-docs"
+      - "docs: skip"
+      - "notes: skip"
     groups:
       docker-base-images:
         patterns:
@@ -24,7 +23,8 @@ updates:
     labels:
       - "area: dependencies"
       - "semver: patch"
-      - "skip-docs"
+      - "docs: skip"
+      - "notes: skip"
     groups:
       github-actions:
         patterns:

From dabd566a5c422a9385b3fbaa32719ff320f110d5 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 6 Oct 2025 13:50:57 +0200
Subject: [PATCH 269/697] Bump the github-actions group with 2 updates (#13228)

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 .github/workflows/dockerhub-description.yml | 2 +-
 .github/workflows/update-openapi-spec.yml   | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/dockerhub-description.yml b/.github/workflows/dockerhub-description.yml
index 2ffcb0cbfa4c7..65523bb90941b 100644
--- a/.github/workflows/dockerhub-description.yml
+++ b/.github/workflows/dockerhub-description.yml
@@ -16,7 +16,7 @@ jobs:
     - uses: actions/checkout@v5
 
     - name: Docker Hub Description
-      uses: peter-evans/dockerhub-description@v4
+      uses: peter-evans/dockerhub-description@v5
       with:
         username: ${{ secrets.DOCKERHUB_USERNAME }}
         password: ${{ secrets.DOCKERHUB_PASSWORD }}
diff --git a/.github/workflows/update-openapi-spec.yml b/.github/workflows/update-openapi-spec.yml
index 8c8f2cc1dbb17..781fd02cace2d 100644
--- a/.github/workflows/update-openapi-spec.yml
+++ b/.github/workflows/update-openapi-spec.yml
@@ -16,7 +16,7 @@ jobs:
     steps:
       # This step dispatches a workflow in the OpenAPI repo, updating the spec and opening a PR.
       - name: Dispatch update spec workflow
-        uses: peter-evans/repository-dispatch@v3
+        uses: peter-evans/repository-dispatch@v4
         with:
           token: ${{ secrets.PRO_ACCESS_TOKEN }}
           repository: localstack/openapi

From bf4ac0a7d0778f5e65f56e39f5d399c188855081 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 6 Oct 2025 14:39:24 +0200
Subject: [PATCH 270/697] Bump python from `58c30f5` to `5f55cdf` in the
 docker-base-images group (#13227)

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 Dockerfile    | 2 +-
 Dockerfile.s3 | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/Dockerfile b/Dockerfile
index 58520b4fd97ca..3ba816c4133c8 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,7 +1,7 @@
 #
 # base: Stage which installs necessary runtime dependencies (OS packages, etc.)
 #
-FROM python:3.13.7-slim-trixie@sha256:58c30f5bfaa718b5803a53393190b9c68bd517c44c6c94c1b6c8c172bcfad040 AS base
+FROM python:3.13.7-slim-trixie@sha256:5f55cdf0c5d9dc1a415637a5ccc4a9e18663ad203673173b8cda8f8dcacef689 AS base
 ARG TARGETARCH
 
 # Install runtime OS package dependencies
diff --git a/Dockerfile.s3 b/Dockerfile.s3
index 7292f13942686..a13ee97f00459 100644
--- a/Dockerfile.s3
+++ b/Dockerfile.s3
@@ -1,5 +1,5 @@
 # base: Stage which installs necessary runtime dependencies (OS packages, filesystem...)
-FROM python:3.13.7-slim-trixie@sha256:58c30f5bfaa718b5803a53393190b9c68bd517c44c6c94c1b6c8c172bcfad040 AS base
+FROM python:3.13.7-slim-trixie@sha256:5f55cdf0c5d9dc1a415637a5ccc4a9e18663ad203673173b8cda8f8dcacef689 AS base
 ARG TARGETARCH
 
 # set workdir

From 928f4703e56ce148b051b887659ea22c2ff9c826 Mon Sep 17 00:00:00 2001
From: Anastasia Dusak <61540676+k-a-il@users.noreply.github.com>
Date: Mon, 6 Oct 2025 18:03:39 +0200
Subject: [PATCH 271/697] IaC: Update CatalogPlugin class and common catalog
 plugins logic (#13184)

Co-authored-by: Benjamin Simon <benjh.simon@gmail.com>
---
 .../localstack/utils/catalog/catalog.py       | 30 +++++----
 .../localstack/utils/catalog/common.py        |  1 +
 tests/unit/utils/test_catalog.py              | 61 ++++++++++++-------
 3 files changed, 57 insertions(+), 35 deletions(-)

diff --git a/localstack-core/localstack/utils/catalog/catalog.py b/localstack-core/localstack/utils/catalog/catalog.py
index ca5e7e8bcbf1e..a90fa7fabe0a8 100644
--- a/localstack-core/localstack/utils/catalog/catalog.py
+++ b/localstack-core/localstack/utils/catalog/catalog.py
@@ -27,6 +27,7 @@
 CfnResourceSupportStatus = (
     CloudFormationResourcesSupportInLatest | CloudFormationResourcesSupportAtRuntime
 )
+CfnResourceCatalog = dict[LocalstackEmulatorType, dict[CfnResourceName, set[CfnResourceMethodName]]]
 
 LOG = logging.getLogger(__name__)
 
@@ -35,18 +36,23 @@ class CatalogPlugin(Plugin):
     namespace = "localstack.utils.catalog"
 
     @staticmethod
-    def get_cfn_resources_catalog(cloudformation_resources: dict):
+    def _get_cfn_resources_catalog(cloudformation_resources: dict) -> CfnResourceCatalog:
         cfn_resources_catalog = {}
         for emulator_type, resources in cloudformation_resources.items():
+            cfn_resources_catalog[emulator_type] = {}
             for resource_name, resource in resources.items():
-                cfn_resources_catalog[emulator_type] = {resource_name: set(resource.methods)}
+                cfn_resources_catalog[emulator_type][resource_name] = set(resource.methods)
         return cfn_resources_catalog
 
     @staticmethod
-    def get_aws_services_at_runtime():
+    def _get_services_at_runtime() -> set[ServiceName]:
         from localstack.services.plugins import SERVICE_PLUGINS
 
-        return SERVICE_PLUGINS.list_available()
+        return set(SERVICE_PLUGINS.list_available())
+
+    @staticmethod
+    def _get_cfn_resources_available_at_runtime() -> set[CfnResourceName]:
+        return set(cfn_plugin_manager.list_names())
 
     @abstractmethod
     def get_aws_service_status(
@@ -56,7 +62,7 @@ def get_aws_service_status(
 
     @abstractmethod
     def get_cloudformation_resource_status(
-        self, resource_name: str, service_name: str
+        self, resource_name: str, service_name: str, is_pro_resource: bool = False
     ) -> CfnResourceSupportStatus | AwsServicesSupportInLatest | None:
         pass
 
@@ -70,7 +76,7 @@ def get_aws_service_status(
         return None
 
     def get_cloudformation_resource_status(
-        self, resource_name: str, service_name: str
+        self, resource_name: str, service_name: str, is_pro_resource: bool = False
     ) -> CfnResourceSupportStatus | AwsServicesSupportInLatest | None:
         return None
 
@@ -80,9 +86,7 @@ class AwsCatalogRemoteStatePlugin(CatalogPlugin):
     current_emulator_type: LocalstackEmulatorType = LocalstackEmulatorType.COMMUNITY
     services_in_latest: dict[ServiceName, dict[LocalstackEmulatorType, ServiceOperations]] = {}
     services_at_runtime: set[ServiceName] = set()
-    cfn_resources_in_latest: dict[
-        LocalstackEmulatorType, dict[CfnResourceName, set[CfnResourceMethodName]]
-    ] = {}
+    cfn_resources_in_latest: CfnResourceCatalog = {}
     cfn_resources_at_runtime: set[CfnResourceName] = set()
 
     def __init__(self, remote_catalog_loader: RemoteCatalogLoader | None = None) -> None:
@@ -94,11 +98,11 @@ def __init__(self, remote_catalog_loader: RemoteCatalogLoader | None = None) ->
                     service_provider.operations
                 )
 
-        self.cfn_resources_in_latest = self.get_cfn_resources_catalog(
+        self.cfn_resources_in_latest = self._get_cfn_resources_catalog(
             remote_catalog.cloudformation_resources
         )
-        self.cfn_resources_at_runtime = set(cfn_plugin_manager.list_names())
-        self.services_at_runtime = self.get_aws_services_at_runtime()
+        self.cfn_resources_at_runtime = self._get_cfn_resources_available_at_runtime()
+        self.services_at_runtime = self._get_services_at_runtime()
 
     def get_aws_service_status(
         self, service_name: str, operation_name: str | None = None
@@ -121,7 +125,7 @@ def get_aws_service_status(
         return AwsServiceOperationsSupportInLatest.NOT_SUPPORTED
 
     def get_cloudformation_resource_status(
-        self, resource_name: str, service_name: str
+        self, resource_name: str, service_name: str, is_pro_resource: bool = False
     ) -> CfnResourceSupportStatus | AwsServicesSupportInLatest | None:
         if resource_name in self.cfn_resources_at_runtime:
             return CloudFormationResourcesSupportAtRuntime.AVAILABLE
diff --git a/localstack-core/localstack/utils/catalog/common.py b/localstack-core/localstack/utils/catalog/common.py
index df4d129b37d77..809310cb0b8ca 100644
--- a/localstack-core/localstack/utils/catalog/common.py
+++ b/localstack-core/localstack/utils/catalog/common.py
@@ -55,3 +55,4 @@ class CloudFormationResourcesSupportInLatest(StrEnum):
 
 class CloudFormationResourcesSupportAtRuntime(StrEnum):
     AVAILABLE = "AVAILABLE"
+    NOT_IMPLEMENTED = "NOT_IMPLEMENTED"
diff --git a/tests/unit/utils/test_catalog.py b/tests/unit/utils/test_catalog.py
index 974cd01920820..6cf6211f93fef 100644
--- a/tests/unit/utils/test_catalog.py
+++ b/tests/unit/utils/test_catalog.py
@@ -4,10 +4,13 @@
 from localstack.utils.catalog.catalog_loader import RemoteCatalogLoader
 from localstack.utils.catalog.common import (
     AwsRemoteCatalog,
+    AwsServiceCatalog,
     AwsServiceOperationsSupportInLatest,
     AwsServicesSupportInLatest,
+    CloudFormationResource,
     CloudFormationResourcesSupportAtRuntime,
     CloudFormationResourcesSupportInLatest,
+    LocalstackEmulatorType,
     LocalStackMetadata,
 )
 
@@ -25,35 +28,42 @@ def get_remote_catalog(self) -> AwsRemoteCatalog:
     localstack=LocalStackMetadata(version="4.7"),
     services={
         "athena": {
-            "pro": {
-                "provider": "athena:pro",
-                "operations": ["StartQueryExecution", "GetQueryExecution"],
-                "plans": ["ultimate", "enterprise"],
-            }
+            "pro": AwsServiceCatalog(
+                provider="athena:pro",
+                operations=["StartQueryExecution", "GetQueryExecution"],
+                plans=["ultimate", "enterprise"],
+            )
         },
         "s3": {
-            "community": {
-                "provider": "s3:default",
-                "operations": ["CreateBucket"],
-                "plans": ["free", "base", "ultimate", "enterprise"],
-            },
-            "pro": {
-                "provider": "s3:pro",
-                "operations": ["SelectObjectContent"],
-                "plans": ["base", "ultimate", "enterprise"],
-            },
+            "community": AwsServiceCatalog(
+                provider="s3:default",
+                operations=["CreateBucket"],
+                plans=["free", "base", "ultimate", "enterprise"],
+            ),
+            "pro": AwsServiceCatalog(
+                provider="s3:pro",
+                operations=["SelectObjectContent"],
+                plans=["base", "ultimate", "enterprise"],
+            ),
         },
         "kms": {
-            "community": {
-                "provider": "kms:default",
-                "operations": ["ListKeys"],
-                "plans": ["free", "base", "ultimate", "enterprise"],
-            }
+            "community": AwsServiceCatalog(
+                provider="kms:default",
+                operations=["ListKeys"],
+                plans=["free", "base", "ultimate", "enterprise"],
+            )
         },
     },
     cloudformation_resources={
-        "community": {"AWS::S3::Bucket": {"methods": ["Create", "Delete"]}},
-        "pro": {"AWS::Athena::CapacitiesReservation": {"methods": ["Create", "Update", "Delete"]}},
+        "community": {
+            "AWS::S3::Bucket": CloudFormationResource(methods=["Create", "Delete"]),
+            "AWS::KMS::Key": CloudFormationResource(methods=["Create", "Delete"]),
+        },
+        "pro": {
+            "AWS::Athena::CapacitiesReservation": CloudFormationResource(
+                methods=["Create", "Update", "Delete"]
+            ),
+        },
     },
 )
 
@@ -129,3 +139,10 @@ def test_get_cfn_resource_status(
     ):
         result = aws_catalog.get_cloudformation_resource_status(resource_name, service_name)
         assert result == expected_status
+
+    def test_build_cfn_catalog_resources(self, aws_catalog):
+        community_resources = aws_catalog.cfn_resources_in_latest[LocalstackEmulatorType.COMMUNITY]
+        assert set(community_resources) == {"AWS::S3::Bucket", "AWS::KMS::Key"}
+
+        pro_resources = aws_catalog.cfn_resources_in_latest[LocalstackEmulatorType.PRO]
+        assert set(pro_resources) == {"AWS::Athena::CapacitiesReservation"}

From f6aa9a1d141cc9607c20d1011eb96f7901edc5b4 Mon Sep 17 00:00:00 2001
From: Nikos <nikos.michas@localstack.cloud>
Date: Tue, 7 Oct 2025 14:17:09 +0300
Subject: [PATCH 272/697] Skip test test_cfn_apigateway_swagger_import when
 running in K8s (#13229)

---
 tests/aws/services/cloudformation/resources/test_apigateway.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/tests/aws/services/cloudformation/resources/test_apigateway.py b/tests/aws/services/cloudformation/resources/test_apigateway.py
index a79fe5a524851..6d971b74248b4 100644
--- a/tests/aws/services/cloudformation/resources/test_apigateway.py
+++ b/tests/aws/services/cloudformation/resources/test_apigateway.py
@@ -111,6 +111,7 @@ def test_cfn_apigateway_aws_integration(deploy_cfn_template, aws_client):
     assert mappings[0] == "(none)"
 
 
+@markers.requires_in_process  # uses pytest httpserver
 @markers.aws.validated
 @markers.snapshot.skip_snapshot_verify(
     paths=[

From e0ec7f624375d10ad53fd0e86f3308fa26e42120 Mon Sep 17 00:00:00 2001
From: Alexandre Astolpho Thomaz <aleslash@gmail.com>
Date: Tue, 7 Oct 2025 09:21:31 -0300
Subject: [PATCH 273/697] DynamoDB: Implement DescribeContributorInsights
 (#13220)

---
 .../localstack/services/dynamodb/provider.py  | 18 ++++++++++++++++++
 .../services/dynamodb/v2/provider.py          | 18 ++++++++++++++++++
 tests/aws/services/dynamodb/test_dynamodb.py  | 19 +++++++++++++++++++
 .../dynamodb/test_dynamodb.snapshot.json      | 13 +++++++++++++
 .../dynamodb/test_dynamodb.validation.json    |  9 +++++++++
 5 files changed, 77 insertions(+)

diff --git a/localstack-core/localstack/services/dynamodb/provider.py b/localstack-core/localstack/services/dynamodb/provider.py
index a1492fc2b41d8..9dc0d2230dfeb 100644
--- a/localstack-core/localstack/services/dynamodb/provider.py
+++ b/localstack-core/localstack/services/dynamodb/provider.py
@@ -47,6 +47,8 @@
     DeleteRequest,
     DeleteTableOutput,
     DescribeContinuousBackupsOutput,
+    DescribeContributorInsightsInput,
+    DescribeContributorInsightsOutput,
     DescribeGlobalTableOutput,
     DescribeKinesisStreamingDestinationOutput,
     DescribeTableOutput,
@@ -955,6 +957,22 @@ def list_tables(
 
         return response
 
+    #
+    # Contributor Insights
+    #
+
+    @handler("DescribeContributorInsights", expand=False)
+    def describe_contributor_insights(
+        self,
+        context: RequestContext,
+        describe_contributor_insights_input: DescribeContributorInsightsInput,
+    ) -> DescribeContributorInsightsOutput:
+        return DescribeContributorInsightsOutput(
+            TableName=describe_contributor_insights_input["TableName"],
+            IndexName=describe_contributor_insights_input.get("IndexName"),
+            ContributorInsightsStatus="DISABLED",
+        )
+
     #
     # Item ops
     #
diff --git a/localstack-core/localstack/services/dynamodb/v2/provider.py b/localstack-core/localstack/services/dynamodb/v2/provider.py
index b7f22b83b8a59..ee3aa8547d4af 100644
--- a/localstack-core/localstack/services/dynamodb/v2/provider.py
+++ b/localstack-core/localstack/services/dynamodb/v2/provider.py
@@ -40,6 +40,8 @@
     DeleteRequest,
     DeleteTableOutput,
     DescribeContinuousBackupsOutput,
+    DescribeContributorInsightsInput,
+    DescribeContributorInsightsOutput,
     DescribeGlobalTableOutput,
     DescribeKinesisStreamingDestinationOutput,
     DescribeTableOutput,
@@ -757,6 +759,22 @@ def list_tables(
 
         return response
 
+    #
+    # Contributor Insights
+    #
+
+    @handler("DescribeContributorInsights", expand=False)
+    def describe_contributor_insights(
+        self,
+        context: RequestContext,
+        describe_contributor_insights_input: DescribeContributorInsightsInput,
+    ) -> DescribeContributorInsightsOutput:
+        return DescribeContributorInsightsOutput(
+            TableName=describe_contributor_insights_input["TableName"],
+            IndexName=describe_contributor_insights_input.get("IndexName"),
+            ContributorInsightsStatus="DISABLED",
+        )
+
     #
     # Item ops
     #
diff --git a/tests/aws/services/dynamodb/test_dynamodb.py b/tests/aws/services/dynamodb/test_dynamodb.py
index 9da8ff06096c4..5bc2a65c9c183 100644
--- a/tests/aws/services/dynamodb/test_dynamodb.py
+++ b/tests/aws/services/dynamodb/test_dynamodb.py
@@ -2696,3 +2696,22 @@ def test_gsi_with_billing_mode(
 
         describe_table = aws_client.dynamodb.describe_table(TableName=table_name)
         snapshot.match("describe-table", describe_table)
+
+    @markers.aws.validated
+    def test_dynamodb_describe_contributor_insights(
+        self, dynamodb_create_table, snapshot, aws_client
+    ):
+        table_name = f"test-ddb-table-{short_uid()}"
+
+        snapshot.add_transformers_list(
+            [
+                snapshot.transform.key_value("TableName"),
+            ]
+        )
+
+        dynamodb_create_table(
+            table_name=table_name,
+            partition_key=PARTITION_KEY,
+        )
+        result = aws_client.dynamodb.describe_contributor_insights(TableName=table_name)
+        snapshot.match("describe-contributor-insights-disabled", result)
diff --git a/tests/aws/services/dynamodb/test_dynamodb.snapshot.json b/tests/aws/services/dynamodb/test_dynamodb.snapshot.json
index 0906a5c394a25..c2d5625865739 100644
--- a/tests/aws/services/dynamodb/test_dynamodb.snapshot.json
+++ b/tests/aws/services/dynamodb/test_dynamodb.snapshot.json
@@ -1870,5 +1870,18 @@
         }
       }
     }
+  },
+  "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_dynamodb_describe_contributor_insights": {
+    "recorded-date": "30-09-2025, 20:00:00",
+    "recorded-content": {
+      "describe-contributor-insights-disabled": {
+        "ContributorInsightsStatus": "DISABLED",
+        "TableName": "<table-name:1>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/dynamodb/test_dynamodb.validation.json b/tests/aws/services/dynamodb/test_dynamodb.validation.json
index d06d442ccea4f..c11177621ab62 100644
--- a/tests/aws/services/dynamodb/test_dynamodb.validation.json
+++ b/tests/aws/services/dynamodb/test_dynamodb.validation.json
@@ -29,6 +29,15 @@
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_dynamodb_create_table_with_partial_sse_specification": {
     "last_validated_date": "2024-01-10T12:59:50+00:00"
   },
+  "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_dynamodb_describe_contributor_insights": {
+    "last_validated_date": "2025-09-30T20:00:00+00:00",
+    "durations_in_seconds": {
+      "setup": 0.9,
+      "call": 6.59,
+      "teardown": 0.42,
+      "total": 7.91
+    }
+  },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_dynamodb_execute_statement_empy_parameter": {
     "last_validated_date": "2025-01-03T09:24:27+00:00"
   },

From f239baf4e78adba598b298407fc1079f7f2be8e3 Mon Sep 17 00:00:00 2001
From: Bernhard Matyas <90144234+baermat@users.noreply.github.com>
Date: Tue, 7 Oct 2025 16:01:30 +0200
Subject: [PATCH 274/697] Sns: v2 topic migration (#13205)

---
 .../localstack/services/sns/v2/models.py      |  25 +
 .../localstack/services/sns/v2/provider.py    | 209 +++++++-
 tests/aws/services/sns/conftest.py            |   4 +
 tests/aws/services/sns/test_sns.py            | 150 +++++-
 tests/aws/services/sns/test_sns.snapshot.json | 485 +++++++++++++++++-
 .../aws/services/sns/test_sns.validation.json |  78 ++-
 6 files changed, 935 insertions(+), 16 deletions(-)

diff --git a/localstack-core/localstack/services/sns/v2/models.py b/localstack-core/localstack/services/sns/v2/models.py
index e69de29bb2d1d..d0c263612d4d1 100644
--- a/localstack-core/localstack/services/sns/v2/models.py
+++ b/localstack-core/localstack/services/sns/v2/models.py
@@ -0,0 +1,25 @@
+from typing import TypedDict
+
+from localstack.aws.api.sns import TopicAttributesMap
+from localstack.services.stores import (
+    AccountRegionBundle,
+    BaseStore,
+    CrossRegionAttribute,
+    LocalAttribute,
+)
+from localstack.utils.tagging import TaggingService
+
+
+class Topic(TypedDict, total=True):
+    arn: str
+    name: str
+    attributes: TopicAttributesMap
+
+
+class SnsStore(BaseStore):
+    topics: dict[str, Topic] = LocalAttribute(default=dict)
+
+    TAGS: TaggingService = CrossRegionAttribute(default=TaggingService)
+
+
+sns_stores = AccountRegionBundle("sns", SnsStore)
diff --git a/localstack-core/localstack/services/sns/v2/provider.py b/localstack-core/localstack/services/sns/v2/provider.py
index 1278c0ecf1be5..1a06393cb4a83 100644
--- a/localstack-core/localstack/services/sns/v2/provider.py
+++ b/localstack-core/localstack/services/sns/v2/provider.py
@@ -1,9 +1,214 @@
+import json
 import logging
+import re
 
-from localstack.aws.api.sns import SnsApi
+from botocore.utils import InvalidArnException
+
+from localstack.aws.api import RequestContext
+from localstack.aws.api.sns import (
+    CreateTopicResponse,
+    GetTopicAttributesResponse,
+    InvalidParameterException,
+    ListTopicsResponse,
+    NotFoundException,
+    SnsApi,
+    TagList,
+    TopicAttributesMap,
+    attributeName,
+    attributeValue,
+    nextToken,
+    topicARN,
+    topicName,
+)
+from localstack.services.sns.v2.models import SnsStore, Topic, sns_stores
+from localstack.utils.aws.arns import ArnData, parse_arn, sns_topic_arn
+from localstack.utils.collections import PaginatedList
 
 # set up logger
 LOG = logging.getLogger(__name__)
 
+SNS_TOPIC_NAME_PATTERN_FIFO = r"^[a-zA-Z0-9_-]{1,256}\.fifo$"
+SNS_TOPIC_NAME_PATTERN = r"^[a-zA-Z0-9_-]{1,256}$"
+
+
+class SnsProvider(SnsApi):
+    def create_topic(
+        self,
+        context: RequestContext,
+        name: topicName,
+        attributes: TopicAttributesMap | None = None,
+        tags: TagList | None = None,
+        data_protection_policy: attributeValue | None = None,
+        **kwargs,
+    ) -> CreateTopicResponse:
+        store = self.get_store(context.account_id, context.region)
+        topic_arn = sns_topic_arn(
+            topic_name=name, region_name=context.region, account_id=context.account_id
+        )
+        topic: Topic = store.topics.get(topic_arn)
+        attributes = attributes or {}
+        if topic:
+            attrs = topic["attributes"]
+            for k, v in attributes.values():
+                if not attrs.get(k) or not attrs.get(k) == v:
+                    # TODO:
+                    raise InvalidParameterException("Fix this Exception message and type")
+            return CreateTopicResponse(TopicArn=topic_arn)
+
+        attributes = attributes or {}
+        if attributes.get("FifoTopic") and attributes["FifoTopic"].lower() == "true":
+            fifo_match = re.match(SNS_TOPIC_NAME_PATTERN_FIFO, name)
+            if not fifo_match:
+                # TODO: check this with a separate test
+                raise InvalidParameterException(
+                    "Fifo Topic names must end with .fifo and must be made up of only uppercase and lowercase ASCII letters, numbers, underscores, and hyphens, and must be between 1 and 256 characters long."
+                )
+        else:
+            # AWS does not seem to save explicit settings of fifo = false
+            attributes.pop("FifoTopic", None)
+            name_match = re.match(SNS_TOPIC_NAME_PATTERN, name)
+            if not name_match:
+                raise InvalidParameterException("Invalid parameter: Topic Name")
+
+        topic = _create_topic(name=name, attributes=attributes, context=context)
+        store.topics[topic_arn] = topic
+        # todo: tags
+
+        return CreateTopicResponse(TopicArn=topic_arn)
+
+    def get_topic_attributes(
+        self, context: RequestContext, topic_arn: topicARN, **kwargs
+    ) -> GetTopicAttributesResponse:
+        topic: Topic = self._get_topic(arn=topic_arn, context=context)
+        if topic:
+            attributes = topic["attributes"]
+            return GetTopicAttributesResponse(Attributes=attributes)
+        else:
+            raise NotFoundException("Topic does not exist")
+
+    def delete_topic(self, context: RequestContext, topic_arn: topicARN, **kwargs) -> None:
+        store = self.get_store(context.account_id, context.region)
+
+        store.topics.pop(topic_arn, None)
+
+    def list_topics(
+        self, context: RequestContext, next_token: nextToken | None = None, **kwargs
+    ) -> ListTopicsResponse:
+        store = self.get_store(context.account_id, context.region)
+        topics = [{"TopicArn": t["arn"]} for t in list(store.topics.values())]
+        topics = PaginatedList(topics)
+        page, nxt = topics.get_page(
+            lambda topic: topic["TopicArn"], next_token=next_token, page_size=100
+        )
+        topics = {"Topics": page, "NextToken": nxt}
+        return ListTopicsResponse(**topics)
+
+    def set_topic_attributes(
+        self,
+        context: RequestContext,
+        topic_arn: topicARN,
+        attribute_name: attributeName,
+        attribute_value: attributeValue | None = None,
+        **kwargs,
+    ) -> None:
+        topic: Topic = self._get_topic(arn=topic_arn, context=context)
+        if attribute_name == "FifoTopic":
+            raise InvalidParameterException("Invalid parameter: AttributeName")
+        topic["attributes"][attribute_name] = attribute_value
+
+    @staticmethod
+    def get_store(account_id: str, region: str) -> SnsStore:
+        return sns_stores[account_id][region]
+
+    # TODO: reintroduce multi-region parameter (latest before final migration from v1)
+    @staticmethod
+    def _get_topic(arn: str, context: RequestContext) -> Topic:
+        """
+        :param arn: the Topic ARN
+        :param context: the RequestContext of the request
+        :return: the model Topic
+        """
+        arn_data = parse_and_validate_topic_arn(arn)
+        if context.region != arn_data["region"]:
+            raise InvalidParameterException("Invalid parameter: TopicArn")
+        try:
+            store = SnsProvider.get_store(context.account_id, context.region)
+            return store.topics[arn]
+        except KeyError:
+            raise NotFoundException("Topic does not exist")
+
+
+def parse_and_validate_topic_arn(topic_arn: str | None) -> ArnData:
+    topic_arn = topic_arn or ""
+    try:
+        return parse_arn(topic_arn)
+    except InvalidArnException:
+        count = len(topic_arn.split(":"))
+        raise InvalidParameterException(
+            f"Invalid parameter: TopicArn Reason: An ARN must have at least 6 elements, not {count}"
+        )
+
+
+def _create_topic(name: str, attributes: dict, context: RequestContext) -> Topic:
+    topic_arn = sns_topic_arn(
+        topic_name=name, region_name=context.region, account_id=context.account_id
+    )
+    topic: Topic = {
+        "name": name,
+        "arn": topic_arn,
+        "attributes": {},
+    }
+    attrs = _default_attributes(topic, context)
+    attrs.update(attributes or {})
+    topic["attributes"] = attrs
+
+    return topic
+
+
+def _default_attributes(topic: Topic, context: RequestContext) -> TopicAttributesMap:
+    default_attributes = {
+        "DisplayName": "",
+        "Owner": context.account_id,
+        "Policy": _create_default_topic_policy(topic, context),
+        "SubscriptionsConfirmed": "0",
+        "SubscriptionsDeleted": "0",
+        "SubscriptionsPending": "0",
+        "TopicArn": topic["arn"],
+    }
+    if topic["name"].endswith(".fifo"):
+        default_attributes.update(
+            {
+                "ContentBasedDeduplication": "false",
+                "FifoTopic": "false",
+                "SignatureVersion": "2",
+            }
+        )
+    return default_attributes
+
 
-class SnsProvider(SnsApi): ...
+def _create_default_topic_policy(topic: Topic, context: RequestContext) -> str:
+    return json.dumps(
+        {
+            "Version": "2008-10-17",
+            "Id": "__default_policy_ID",
+            "Statement": [
+                {
+                    "Effect": "Allow",
+                    "Sid": "__default_statement_ID",
+                    "Principal": {"AWS": "*"},
+                    "Action": [
+                        "SNS:GetTopicAttributes",
+                        "SNS:SetTopicAttributes",
+                        "SNS:AddPermission",
+                        "SNS:RemovePermission",
+                        "SNS:DeleteTopic",
+                        "SNS:Subscribe",
+                        "SNS:ListSubscriptionsByTopic",
+                        "SNS:Publish",
+                    ],
+                    "Resource": topic["arn"],
+                    "Condition": {"StringEquals": {"AWS:SourceOwner": context.account_id}},
+                }
+            ],
+        }
+    )
diff --git a/tests/aws/services/sns/conftest.py b/tests/aws/services/sns/conftest.py
index fa653ff8e75d7..c396ec5cdd67f 100644
--- a/tests/aws/services/sns/conftest.py
+++ b/tests/aws/services/sns/conftest.py
@@ -24,6 +24,10 @@ def is_sns_v2_provider():
     return os.environ.get("PROVIDER_OVERRIDE_SNS") == "v2" and not is_aws_cloud()
 
 
+def is_sns_v1_provider() -> bool:
+    return not os.environ.get("PROVIDER_OVERRIDE_SNS") == "v2" and not is_aws_cloud()
+
+
 skip_if_sns_v2 = pytest.mark.skipif(
     is_sns_v2_provider(),
     reason="Skipping test for v2 provider as it contains operations not yet supported",
diff --git a/tests/aws/services/sns/test_sns.py b/tests/aws/services/sns/test_sns.py
index c67f2af681f30..5548a34c0e03e 100644
--- a/tests/aws/services/sns/test_sns.py
+++ b/tests/aws/services/sns/test_sns.py
@@ -43,7 +43,7 @@
 from localstack.utils.testutil import check_expected_lambda_log_events_length
 from tests.aws.services.lambda_.functions import lambda_integration
 from tests.aws.services.lambda_.test_lambda import TEST_LAMBDA_PYTHON, TEST_LAMBDA_PYTHON_ECHO
-from tests.aws.services.sns.conftest import skip_if_sns_v2
+from tests.aws.services.sns.conftest import is_sns_v1_provider, skip_if_sns_v2
 
 LOG = logging.getLogger(__name__)
 
@@ -93,12 +93,10 @@ class TestSNSTopicCrud:
     @markers.aws.validated
     @markers.snapshot.skip_snapshot_verify(
         paths=[
-            "$.get-topic-attrs.Attributes.DeliveryPolicy",
+            "$.get-topic-attrs.Attributes.DeliveryPolicy",  # TODO: remove this with the v2 provider switch
             "$.get-topic-attrs.Attributes.EffectiveDeliveryPolicy",
-            "$.get-topic-attrs.Attributes.Policy.Statement..Action",  # SNS:Receive is added by moto but not returned in AWS
         ]
     )
-    @skip_if_sns_v2
     def test_create_topic_with_attributes(self, sns_create_topic, snapshot, aws_client):
         create_topic = sns_create_topic(
             Name="topictest.fifo",
@@ -166,13 +164,10 @@ def test_tags(self, sns_create_topic, snapshot, aws_client):
     @markers.aws.validated
     @markers.snapshot.skip_snapshot_verify(
         paths=[
-            "$.get-topic-attrs.Attributes.DeliveryPolicy",
+            "$.get-topic-attrs.Attributes.DeliveryPolicy",  # TODO: remove this with the v2 provider switch
             "$.get-topic-attrs.Attributes.EffectiveDeliveryPolicy",
-            "$.get-topic-attrs.Attributes.Policy.Statement..Action",
-            # SNS:Receive is added by moto but not returned in AWS
         ]
     )
-    @skip_if_sns_v2
     def test_create_topic_test_arn(self, sns_create_topic, snapshot, aws_client, account_id):
         topic_name = "topic-test-create"
         response = sns_create_topic(Name=topic_name)
@@ -197,7 +192,6 @@ def test_create_topic_test_arn(self, sns_create_topic, snapshot, aws_client, acc
         snapshot.match("topic-not-exists", e.value.response)
 
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_delete_topic_idempotency(self, sns_create_topic, aws_client, snapshot):
         topic_arn = sns_create_topic()["TopicArn"]
 
@@ -330,6 +324,144 @@ def test_topic_delivery_policy_crud(self, sns_create_topic, snapshot, aws_client
         snapshot.match("get-topic-attrs-after-delete", get_attrs_updated)
 
 
+class TestSNSTopicCrudV2:
+    @markers.aws.validated
+    def test_delete_non_existent_topic(self, snapshot, aws_client, account_id, region_name):
+        response = aws_client.sns.delete_topic(
+            TopicArn=f"arn:aws:sns:{region_name}:{account_id}:non-existent-{short_uid()}"
+        )
+
+        snapshot.match("delete-non-existent-topic", response)
+
+    @markers.aws.validated
+    @markers.snapshot.skip_snapshot_verify(
+        paths=[
+            "$..Attributes.EffectiveDeliveryPolicy",
+        ]
+    )
+    @markers.snapshot.skip_snapshot_verify(
+        # skipped only for v1
+        condition=is_sns_v1_provider,
+        paths=[
+            "$..Attributes.DeliveryPolicy",
+        ],
+    )
+    def test_create_topic_should_be_idempotent(self, snapshot, sns_create_topic, aws_client):
+        topic_name = f"test-idempotent-{short_uid()}"
+
+        resp1 = sns_create_topic(Name=topic_name)
+        aws_client.sns.set_topic_attributes(
+            TopicArn=resp1["TopicArn"], AttributeName="DisplayName", AttributeValue="AlreadySet"
+        )
+        attrs = aws_client.sns.get_topic_attributes(TopicArn=resp1["TopicArn"])
+        snapshot.match("topic-attrs-idempotent-1", attrs)
+
+        resp2 = sns_create_topic(Name=topic_name)
+        attrs = aws_client.sns.get_topic_attributes(TopicArn=resp2["TopicArn"])
+        snapshot.match("topic-attrs-idempotent-2", attrs)
+
+    @pytest.mark.skipif(
+        is_sns_v1_provider(), reason="covered in moto, but with slight parity errors"
+    )
+    @markers.aws.validated
+    def test_create_topic_name_constraints(self, snapshot, sns_create_topic):
+        # Valid names within length constraints
+        valid_name = "a" * 256
+        resp = sns_create_topic(Name=valid_name)
+        snapshot.match("valid-name-max-length", resp)
+
+        # Invalid names: too short / too long
+        with pytest.raises(ClientError) as e:
+            sns_create_topic(Name="")
+        snapshot.match("name-too-short", e.value.response)
+
+        with pytest.raises(ClientError) as e:
+            sns_create_topic(Name="a" * 257)
+        snapshot.match("name-too-long", e.value.response)
+
+        # Invalid chars
+        for c in [":", ";", "!", "@", "|", "^", "%", " "]:
+            with pytest.raises(ClientError) as e:
+                sns_create_topic(Name=f"bad{c}name")
+            snapshot.match(f"name-invalid-char-{c}", e.value.response)
+
+    @markers.aws.validated
+    @markers.snapshot.skip_snapshot_verify(
+        paths=[
+            "$..Attributes.EffectiveDeliveryPolicy",
+        ]
+    )
+    @markers.snapshot.skip_snapshot_verify(
+        # skipped only for v1
+        condition=is_sns_v1_provider,
+        paths=[
+            "$..Attributes.DeliveryPolicy",
+        ],
+    )
+    def test_create_topic_in_multiple_regions(self, aws_client, aws_client_factory, snapshot):
+        topic_name = f"multiregion-{short_uid()}"
+
+        # us-east-1
+        sns_east = aws_client_factory(region_name="us-east-1").sns
+        arn_east = sns_east.create_topic(Name=topic_name)["TopicArn"]
+
+        # us-west-2
+        sns_west = aws_client_factory(region_name="us-west-1").sns
+        arn_west = sns_west.create_topic(Name=topic_name)["TopicArn"]
+
+        list_east_response = sns_east.list_topics()
+        snapshot.match("list-east", list_east_response)
+        list_west_response = sns_west.list_topics()
+        snapshot.match("list-west", list_west_response)
+
+        snapshot.match("topic-east", sns_east.get_topic_attributes(TopicArn=arn_east))
+        snapshot.match("topic-west", sns_west.get_topic_attributes(TopicArn=arn_west))
+
+    @markers.aws.validated
+    def test_list_topic_paging(self, aws_client, sns_create_topic):
+        topic_arns = []
+        page_size = 100
+        for i in range(page_size + 20):  # > default page size
+            resp = sns_create_topic(Name=f"paging-{i}-{short_uid()}")
+            topic_arns.append(resp["TopicArn"])
+
+        resp = aws_client.sns.list_topics()
+        assert len(resp["Topics"]) == page_size
+
+        assert "NextToken" in resp
+        token = resp["NextToken"]
+
+        resp2 = aws_client.sns.list_topics(NextToken=token)
+
+        # Collect all returned ARNs to ensure no duplicates / missing
+        all_returned_arns = [t["TopicArn"] for t in resp["Topics"]] + [
+            t["TopicArn"] for t in resp2["Topics"]
+        ]
+        assert set(topic_arns).issubset(set(all_returned_arns))
+
+    @pytest.mark.skipif(is_sns_v1_provider(), reason="not covered in v1")
+    @markers.aws.validated
+    @markers.snapshot.skip_snapshot_verify(
+        paths=[
+            "$..Attributes.EffectiveDeliveryPolicy",
+        ]
+    )
+    def test_topic_get_attributes_with_fifo_false(self, sns_create_topic, aws_client, snapshot):
+        resp = sns_create_topic(
+            Name=f"standard-topic-{short_uid()}", Attributes={"FifoTopic": "false"}
+        )
+        topic_arn = resp["TopicArn"]
+
+        attrs = aws_client.sns.get_topic_attributes(TopicArn=topic_arn)
+        snapshot.match("get-attrs-standard-topic", attrs)
+
+        with pytest.raises(ClientError) as e:
+            aws_client.sns.set_topic_attributes(
+                TopicArn=topic_arn, AttributeName="FifoTopic", AttributeValue="false"
+            )
+        snapshot.match("set-fifo-false-after-creation", e.value.response)
+
+
 class TestSNSPublishCrud:
     """
     This class contains tests related to the global `Publish` validation, not tied to a particular kind of subscription
diff --git a/tests/aws/services/sns/test_sns.snapshot.json b/tests/aws/services/sns/test_sns.snapshot.json
index 33687119db961..9c8bb7e63ea4d 100644
--- a/tests/aws/services/sns/test_sns.snapshot.json
+++ b/tests/aws/services/sns/test_sns.snapshot.json
@@ -146,7 +146,7 @@
     }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSTopicCrud::test_create_topic_test_arn": {
-    "recorded-date": "24-08-2023, 22:30:45",
+    "recorded-date": "29-09-2025, 09:32:56",
     "recorded-content": {
       "create-topic": {
         "TopicArn": "arn:<partition>:sns:<region>:111111111111:<resource:1>",
@@ -5208,7 +5208,7 @@
     }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSTopicCrud::test_delete_topic_idempotency": {
-    "recorded-date": "28-05-2025, 10:08:38",
+    "recorded-date": "29-09-2025, 09:46:20",
     "recorded-content": {
       "delete-topic": {
         "ResponseMetadata": {
@@ -5265,5 +5265,486 @@
         }
       }
     }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSTopicCrudV2::test_delete_non_existent_topic": {
+    "recorded-date": "29-09-2025, 10:10:56",
+    "recorded-content": {
+      "delete-non-existent-topic": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSTopicCrudV2::test_create_topic_should_be_idempotent": {
+    "recorded-date": "29-09-2025, 10:23:24",
+    "recorded-content": {
+      "topic-attrs-idempotent-1": {
+        "Attributes": {
+          "DisplayName": "AlreadySet",
+          "EffectiveDeliveryPolicy": {
+            "http": {
+              "defaultHealthyRetryPolicy": {
+                "minDelayTarget": 20,
+                "maxDelayTarget": 20,
+                "numRetries": 3,
+                "numMaxDelayRetries": 0,
+                "numNoDelayRetries": 0,
+                "numMinDelayRetries": 0,
+                "backoffFunction": "linear"
+              },
+              "disableSubscriptionOverrides": false,
+              "defaultRequestPolicy": {
+                "headerContentType": "text/plain; charset=UTF-8"
+              }
+            }
+          },
+          "Owner": "111111111111",
+          "Policy": {
+            "Version": "2008-10-17",
+            "Id": "__default_policy_ID",
+            "Statement": [
+              {
+                "Sid": "__default_statement_ID",
+                "Effect": "Allow",
+                "Principal": {
+                  "AWS": "*"
+                },
+                "Action": [
+                  "SNS:GetTopicAttributes",
+                  "SNS:SetTopicAttributes",
+                  "SNS:AddPermission",
+                  "SNS:RemovePermission",
+                  "SNS:DeleteTopic",
+                  "SNS:Subscribe",
+                  "SNS:ListSubscriptionsByTopic",
+                  "SNS:Publish"
+                ],
+                "Resource": "arn:<partition>:sns:<region>:111111111111:<resource:1>",
+                "Condition": {
+                  "StringEquals": {
+                    "AWS:SourceOwner": "111111111111"
+                  }
+                }
+              }
+            ]
+          },
+          "SubscriptionsConfirmed": "0",
+          "SubscriptionsDeleted": "0",
+          "SubscriptionsPending": "0",
+          "TopicArn": "arn:<partition>:sns:<region>:111111111111:<resource:1>"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "topic-attrs-idempotent-2": {
+        "Attributes": {
+          "DisplayName": "AlreadySet",
+          "EffectiveDeliveryPolicy": {
+            "http": {
+              "defaultHealthyRetryPolicy": {
+                "minDelayTarget": 20,
+                "maxDelayTarget": 20,
+                "numRetries": 3,
+                "numMaxDelayRetries": 0,
+                "numNoDelayRetries": 0,
+                "numMinDelayRetries": 0,
+                "backoffFunction": "linear"
+              },
+              "disableSubscriptionOverrides": false,
+              "defaultRequestPolicy": {
+                "headerContentType": "text/plain; charset=UTF-8"
+              }
+            }
+          },
+          "Owner": "111111111111",
+          "Policy": {
+            "Version": "2008-10-17",
+            "Id": "__default_policy_ID",
+            "Statement": [
+              {
+                "Sid": "__default_statement_ID",
+                "Effect": "Allow",
+                "Principal": {
+                  "AWS": "*"
+                },
+                "Action": [
+                  "SNS:GetTopicAttributes",
+                  "SNS:SetTopicAttributes",
+                  "SNS:AddPermission",
+                  "SNS:RemovePermission",
+                  "SNS:DeleteTopic",
+                  "SNS:Subscribe",
+                  "SNS:ListSubscriptionsByTopic",
+                  "SNS:Publish"
+                ],
+                "Resource": "arn:<partition>:sns:<region>:111111111111:<resource:1>",
+                "Condition": {
+                  "StringEquals": {
+                    "AWS:SourceOwner": "111111111111"
+                  }
+                }
+              }
+            ]
+          },
+          "SubscriptionsConfirmed": "0",
+          "SubscriptionsDeleted": "0",
+          "SubscriptionsPending": "0",
+          "TopicArn": "arn:<partition>:sns:<region>:111111111111:<resource:1>"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSTopicCrudV2::test_create_topic_name_constraints": {
+    "recorded-date": "29-09-2025, 10:46:44",
+    "recorded-content": {
+      "valid-name-max-length": {
+        "TopicArn": "arn:<partition>:sns:<region>:111111111111:<resource:1>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "name-too-short": {
+        "Error": {
+          "Code": "InvalidParameter",
+          "Message": "Invalid parameter: Topic Name",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "name-too-long": {
+        "Error": {
+          "Code": "InvalidParameter",
+          "Message": "Invalid parameter: Topic Name",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "name-invalid-char-:": {
+        "Error": {
+          "Code": "InvalidParameter",
+          "Message": "Invalid parameter: Topic Name",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "name-invalid-char-;": {
+        "Error": {
+          "Code": "InvalidParameter",
+          "Message": "Invalid parameter: Topic Name",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "name-invalid-char-!": {
+        "Error": {
+          "Code": "InvalidParameter",
+          "Message": "Invalid parameter: Topic Name",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "name-invalid-char-@": {
+        "Error": {
+          "Code": "InvalidParameter",
+          "Message": "Invalid parameter: Topic Name",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "name-invalid-char-|": {
+        "Error": {
+          "Code": "InvalidParameter",
+          "Message": "Invalid parameter: Topic Name",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "name-invalid-char-^": {
+        "Error": {
+          "Code": "InvalidParameter",
+          "Message": "Invalid parameter: Topic Name",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "name-invalid-char-%": {
+        "Error": {
+          "Code": "InvalidParameter",
+          "Message": "Invalid parameter: Topic Name",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "name-invalid-char- ": {
+        "Error": {
+          "Code": "InvalidParameter",
+          "Message": "Invalid parameter: Topic Name",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSTopicCrudV2::test_topic_get_attributes_with_fifo_false": {
+    "recorded-date": "29-09-2025, 11:10:41",
+    "recorded-content": {
+      "get-attrs-standard-topic": {
+        "Attributes": {
+          "DisplayName": "",
+          "EffectiveDeliveryPolicy": {
+            "http": {
+              "defaultHealthyRetryPolicy": {
+                "minDelayTarget": 20,
+                "maxDelayTarget": 20,
+                "numRetries": 3,
+                "numMaxDelayRetries": 0,
+                "numNoDelayRetries": 0,
+                "numMinDelayRetries": 0,
+                "backoffFunction": "linear"
+              },
+              "disableSubscriptionOverrides": false,
+              "defaultRequestPolicy": {
+                "headerContentType": "text/plain; charset=UTF-8"
+              }
+            }
+          },
+          "Owner": "111111111111",
+          "Policy": {
+            "Version": "2008-10-17",
+            "Id": "__default_policy_ID",
+            "Statement": [
+              {
+                "Sid": "__default_statement_ID",
+                "Effect": "Allow",
+                "Principal": {
+                  "AWS": "*"
+                },
+                "Action": [
+                  "SNS:GetTopicAttributes",
+                  "SNS:SetTopicAttributes",
+                  "SNS:AddPermission",
+                  "SNS:RemovePermission",
+                  "SNS:DeleteTopic",
+                  "SNS:Subscribe",
+                  "SNS:ListSubscriptionsByTopic",
+                  "SNS:Publish"
+                ],
+                "Resource": "arn:<partition>:sns:<region>:111111111111:<resource:1>",
+                "Condition": {
+                  "StringEquals": {
+                    "AWS:SourceOwner": "111111111111"
+                  }
+                }
+              }
+            ]
+          },
+          "SubscriptionsConfirmed": "0",
+          "SubscriptionsDeleted": "0",
+          "SubscriptionsPending": "0",
+          "TopicArn": "arn:<partition>:sns:<region>:111111111111:<resource:1>"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "set-fifo-false-after-creation": {
+        "Error": {
+          "Code": "InvalidParameter",
+          "Message": "Invalid parameter: AttributeName",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSTopicCrudV2::test_create_topic_in_multiple_regions": {
+    "recorded-date": "29-09-2025, 11:34:38",
+    "recorded-content": {
+      "list-east": {
+        "Topics": [
+          {
+            "TopicArn": "arn:<partition>:sns:<region>:111111111111:<resource:1>"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "list-west": {
+        "Topics": [
+          {
+            "TopicArn": "arn:<partition>:sns:us-west-1:111111111111:<resource:1>"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "topic-east": {
+        "Attributes": {
+          "DisplayName": "",
+          "EffectiveDeliveryPolicy": {
+            "http": {
+              "defaultHealthyRetryPolicy": {
+                "minDelayTarget": 20,
+                "maxDelayTarget": 20,
+                "numRetries": 3,
+                "numMaxDelayRetries": 0,
+                "numNoDelayRetries": 0,
+                "numMinDelayRetries": 0,
+                "backoffFunction": "linear"
+              },
+              "disableSubscriptionOverrides": false,
+              "defaultRequestPolicy": {
+                "headerContentType": "text/plain; charset=UTF-8"
+              }
+            }
+          },
+          "Owner": "111111111111",
+          "Policy": {
+            "Version": "2008-10-17",
+            "Id": "__default_policy_ID",
+            "Statement": [
+              {
+                "Sid": "__default_statement_ID",
+                "Effect": "Allow",
+                "Principal": {
+                  "AWS": "*"
+                },
+                "Action": [
+                  "SNS:GetTopicAttributes",
+                  "SNS:SetTopicAttributes",
+                  "SNS:AddPermission",
+                  "SNS:RemovePermission",
+                  "SNS:DeleteTopic",
+                  "SNS:Subscribe",
+                  "SNS:ListSubscriptionsByTopic",
+                  "SNS:Publish"
+                ],
+                "Resource": "arn:<partition>:sns:<region>:111111111111:<resource:1>",
+                "Condition": {
+                  "StringEquals": {
+                    "AWS:SourceOwner": "111111111111"
+                  }
+                }
+              }
+            ]
+          },
+          "SubscriptionsConfirmed": "0",
+          "SubscriptionsDeleted": "0",
+          "SubscriptionsPending": "0",
+          "TopicArn": "arn:<partition>:sns:<region>:111111111111:<resource:1>"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "topic-west": {
+        "Attributes": {
+          "DisplayName": "",
+          "EffectiveDeliveryPolicy": {
+            "http": {
+              "defaultHealthyRetryPolicy": {
+                "minDelayTarget": 20,
+                "maxDelayTarget": 20,
+                "numRetries": 3,
+                "numMaxDelayRetries": 0,
+                "numNoDelayRetries": 0,
+                "numMinDelayRetries": 0,
+                "backoffFunction": "linear"
+              },
+              "disableSubscriptionOverrides": false,
+              "defaultRequestPolicy": {
+                "headerContentType": "text/plain; charset=UTF-8"
+              }
+            }
+          },
+          "Owner": "111111111111",
+          "Policy": {
+            "Version": "2008-10-17",
+            "Id": "__default_policy_ID",
+            "Statement": [
+              {
+                "Sid": "__default_statement_ID",
+                "Effect": "Allow",
+                "Principal": {
+                  "AWS": "*"
+                },
+                "Action": [
+                  "SNS:GetTopicAttributes",
+                  "SNS:SetTopicAttributes",
+                  "SNS:AddPermission",
+                  "SNS:RemovePermission",
+                  "SNS:DeleteTopic",
+                  "SNS:Subscribe",
+                  "SNS:ListSubscriptionsByTopic",
+                  "SNS:Publish"
+                ],
+                "Resource": "arn:<partition>:sns:us-west-1:111111111111:<resource:1>",
+                "Condition": {
+                  "StringEquals": {
+                    "AWS:SourceOwner": "111111111111"
+                  }
+                }
+              }
+            ]
+          },
+          "SubscriptionsConfirmed": "0",
+          "SubscriptionsDeleted": "0",
+          "SubscriptionsPending": "0",
+          "TopicArn": "arn:<partition>:sns:us-west-1:111111111111:<resource:1>"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/sns/test_sns.validation.json b/tests/aws/services/sns/test_sns.validation.json
index 757998bdd060f..2a0072664a300 100644
--- a/tests/aws/services/sns/test_sns.validation.json
+++ b/tests/aws/services/sns/test_sns.validation.json
@@ -273,18 +273,90 @@
     "last_validated_date": "2023-08-24T20:30:48+00:00"
   },
   "tests/aws/services/sns/test_sns.py::TestSNSTopicCrud::test_create_topic_test_arn": {
-    "last_validated_date": "2023-08-24T20:30:45+00:00"
+    "last_validated_date": "2025-09-29T09:32:56+00:00",
+    "durations_in_seconds": {
+      "setup": 1.07,
+      "call": 2.33,
+      "teardown": 0.2,
+      "total": 3.6
+    }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSTopicCrud::test_create_topic_with_attributes": {
-    "last_validated_date": "2023-10-06T18:11:02+00:00"
+    "last_validated_date": "2025-09-25T07:41:34+00:00",
+    "durations_in_seconds": {
+      "setup": 0.87,
+      "call": 2.31,
+      "teardown": 0.3,
+      "total": 3.48
+    }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSTopicCrud::test_delete_topic_idempotency": {
-    "last_validated_date": "2025-05-28T10:08:38+00:00"
+    "last_validated_date": "2025-09-29T09:46:20+00:00",
+    "durations_in_seconds": {
+      "setup": 0.95,
+      "call": 1.72,
+      "teardown": 0.15,
+      "total": 2.82
+    }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSTopicCrud::test_tags": {
     "last_validated_date": "2023-08-24T20:30:44+00:00"
   },
   "tests/aws/services/sns/test_sns.py::TestSNSTopicCrud::test_topic_delivery_policy_crud": {
     "last_validated_date": "2024-10-03T21:46:17+00:00"
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSTopicCrudV2::test_create_topic_in_multiple_regions": {
+    "last_validated_date": "2025-09-29T11:34:38+00:00",
+    "durations_in_seconds": {
+      "setup": 1.06,
+      "call": 3.66,
+      "teardown": 0.01,
+      "total": 4.73
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSTopicCrudV2::test_create_topic_name_constraints": {
+    "last_validated_date": "2025-09-29T10:46:44+00:00",
+    "durations_in_seconds": {
+      "setup": 1.38,
+      "call": 4.19,
+      "teardown": 0.31,
+      "total": 5.88
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSTopicCrudV2::test_create_topic_should_be_idempotent": {
+    "last_validated_date": "2025-09-29T10:40:50+00:00",
+    "durations_in_seconds": {
+      "setup": 1.14,
+      "call": 1.89,
+      "teardown": 0.47,
+      "total": 3.5
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSTopicCrudV2::test_delete_non_existent_topic": {
+    "last_validated_date": "2025-09-29T10:10:56+00:00",
+    "durations_in_seconds": {
+      "setup": 1.16,
+      "call": 1.4,
+      "teardown": 0.02,
+      "total": 2.58
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSTopicCrudV2::test_list_topic_paging": {
+    "last_validated_date": "2025-09-29T11:39:42+00:00",
+    "durations_in_seconds": {
+      "setup": 1.14,
+      "call": 38.91,
+      "teardown": 37.48,
+      "total": 77.53
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSTopicCrudV2::test_topic_get_attributes_with_fifo_false": {
+    "last_validated_date": "2025-09-29T11:10:41+00:00",
+    "durations_in_seconds": {
+      "setup": 0.94,
+      "call": 1.77,
+      "teardown": 0.31,
+      "total": 3.02
+    }
   }
 }

From 19c5bf012992faeddfacc33bf2b1017f2916d975 Mon Sep 17 00:00:00 2001
From: Nikos <nikos.michas@localstack.cloud>
Date: Tue, 7 Oct 2025 17:12:52 +0300
Subject: [PATCH 275/697] Opensearch: Ignore SSL validation for ES plugin test
 (#13234)

---
 tests/aws/services/opensearch/test_opensearch.py | 6 +++++-
 1 file changed, 5 insertions(+), 1 deletion(-)

diff --git a/tests/aws/services/opensearch/test_opensearch.py b/tests/aws/services/opensearch/test_opensearch.py
index ebebb8f35a13b..0d829ac697795 100644
--- a/tests/aws/services/opensearch/test_opensearch.py
+++ b/tests/aws/services/opensearch/test_opensearch.py
@@ -259,7 +259,11 @@ def test_domain_lifecycle(
             plugins_response = http_client.get(plugins_url, headers={"Accept": "application/json"})
         else:
             # TODO fix ssl validation error when using the signed request for the elastic search domain
-            plugins_response = requests.get(plugins_url, headers={"Accept": "application/json"})
+            plugins_response = requests.get(
+                plugins_url,
+                headers={"Accept": "application/json"},
+                verify=False,
+            )
 
         installed_plugins = {plugin["component"] for plugin in plugins_response.json()}
         requested_plugins = set(OPENSEARCH_PLUGIN_LIST)

From b54e78ebc1f0d1bb055aedd00de77c501b66b905 Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Tue, 7 Oct 2025 17:40:15 +0200
Subject: [PATCH 276/697] Upgrade pinned Python dependencies (#13232)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
---
 .pre-commit-config.yaml       |  2 +-
 requirements-base-runtime.txt |  6 +++---
 requirements-basic.txt        |  4 ++--
 requirements-dev.txt          | 22 ++++++++++----------
 requirements-runtime.txt      | 14 ++++++-------
 requirements-test.txt         | 18 ++++++++---------
 requirements-typehint.txt     | 38 +++++++++++++++++------------------
 7 files changed, 52 insertions(+), 52 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index b2c5d9d556d3c..f7742d55444cd 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -3,7 +3,7 @@
 repos:
   - repo: https://github.com/astral-sh/ruff-pre-commit
     # Ruff version.
-    rev: v0.13.2
+    rev: v0.13.3
     hooks:
       - id: ruff
         args: [--fix, --exit-non-zero-on-fix]
diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index 8180fed0e6c83..931a6a657dd5e 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -4,7 +4,7 @@
 #
 #    pip-compile --cert=None --client-cert=None --extra=base-runtime --index-url=None --output-file=requirements-base-runtime.txt --pip-args=None --strip-extras --unsafe-package=distribute --unsafe-package=localstack-core --unsafe-package=pip --unsafe-package=setuptools pyproject.toml
 #
-attrs==25.3.0
+attrs==25.4.0
     # via
     #   jsonschema
     #   localstack-twisted
@@ -24,7 +24,7 @@ cachetools==6.2.0
     # via localstack-core (pyproject.toml)
 cbor2==5.7.0
     # via localstack-core (pyproject.toml)
-certifi==2025.8.3
+certifi==2025.10.5
     # via requests
 cffi==2.0.0
     # via cryptography
@@ -34,7 +34,7 @@ click==8.3.0
     # via localstack-core (pyproject.toml)
 constantly==23.10.4
     # via localstack-twisted
-cryptography==46.0.1
+cryptography==46.0.2
     # via
     #   localstack-core (pyproject.toml)
     #   pyopenssl
diff --git a/requirements-basic.txt b/requirements-basic.txt
index bb3f799d08277..87b297315ab05 100644
--- a/requirements-basic.txt
+++ b/requirements-basic.txt
@@ -8,7 +8,7 @@ build==1.3.0
     # via localstack-core (pyproject.toml)
 cachetools==6.2.0
     # via localstack-core (pyproject.toml)
-certifi==2025.8.3
+certifi==2025.10.5
     # via requests
 cffi==2.0.0
     # via cryptography
@@ -16,7 +16,7 @@ charset-normalizer==3.4.3
     # via requests
 click==8.3.0
     # via localstack-core (pyproject.toml)
-cryptography==46.0.1
+cryptography==46.0.2
     # via localstack-core (pyproject.toml)
 dill==0.3.6
     # via localstack-core (pyproject.toml)
diff --git a/requirements-dev.txt b/requirements-dev.txt
index b21581aadaabc..056a968b92117 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -18,7 +18,7 @@ apispec==6.8.4
     # via localstack-core
 argparse==1.4.0
     # via kclpy-ext
-attrs==25.3.0
+attrs==25.4.0
     # via
     #   cattrs
     #   jsii
@@ -29,9 +29,9 @@ aws-cdk-asset-awscli-v1==2.2.242
     # via aws-cdk-lib
 aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
-aws-cdk-cloud-assembly-schema==48.11.0
+aws-cdk-cloud-assembly-schema==48.12.0
     # via aws-cdk-lib
-aws-cdk-lib==2.218.0
+aws-cdk-lib==2.219.0
     # via localstack-core
 aws-sam-translator==1.100.0
     # via
@@ -70,7 +70,7 @@ cattrs==25.2.0
     # via jsii
 cbor2==5.7.0
     # via localstack-core
-certifi==2025.8.3
+certifi==2025.10.5
     # via
     #   httpcore
     #   httpx
@@ -102,7 +102,7 @@ coveralls==3.3.1
     # via localstack-core (pyproject.toml)
 crontab==1.0.5
     # via localstack-core
-cryptography==46.0.1
+cryptography==46.0.2
     # via
     #   joserfc
     #   localstack-core
@@ -168,7 +168,7 @@ hyperframe==6.1.0
     # via h2
 hyperlink==21.0.0
     # via localstack-twisted
-identify==2.6.14
+identify==2.6.15
     # via pre-commit
 idna==3.10
     # via
@@ -250,7 +250,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.13.post18
+moto-ext==5.1.14.post7
     # via localstack-core
 mpmath==1.3.0
     # via sympy
@@ -337,7 +337,7 @@ pyasn1==0.6.1
     # via rsa
 pycparser==2.23
     # via cffi
-pydantic==2.11.9
+pydantic==2.11.10
     # via aws-sam-translator
 pydantic-core==2.33.2
     # via pydantic
@@ -345,7 +345,7 @@ pygments==2.19.2
     # via
     #   pytest
     #   rich
-pymongo==4.15.1
+pymongo==4.15.2
     # via localstack-core
 pyopenssl==25.3.0
     # via
@@ -433,7 +433,7 @@ rsa==4.7.2
     # via awscli
 rstr==3.2.2
     # via localstack-core (pyproject.toml)
-ruff==0.13.2
+ruff==0.13.3
     # via localstack-core (pyproject.toml)
 s3transfer==0.14.0
     # via
@@ -477,7 +477,7 @@ typing-extensions==4.15.0
     #   pydantic-core
     #   readerwriterlock
     #   typing-inspection
-typing-inspection==0.4.1
+typing-inspection==0.4.2
     # via pydantic
 urllib3==2.5.0
     # via
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index b40a2bb8c5c3c..d4e399755a22b 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -16,7 +16,7 @@ apispec==6.8.4
     # via localstack-core (pyproject.toml)
 argparse==1.4.0
     # via kclpy-ext
-attrs==25.3.0
+attrs==25.4.0
     # via
     #   jsonschema
     #   localstack-twisted
@@ -56,7 +56,7 @@ cachetools==6.2.0
     #   localstack-core (pyproject.toml)
 cbor2==5.7.0
     # via localstack-core
-certifi==2025.8.3
+certifi==2025.10.5
     # via
     #   opensearch-py
     #   requests
@@ -76,7 +76,7 @@ constantly==23.10.4
     # via localstack-twisted
 crontab==1.0.5
     # via localstack-core (pyproject.toml)
-cryptography==46.0.1
+cryptography==46.0.2
     # via
     #   joserfc
     #   localstack-core
@@ -188,7 +188,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.13.post18
+moto-ext==5.1.14.post7
     # via localstack-core (pyproject.toml)
 mpmath==1.3.0
     # via sympy
@@ -239,13 +239,13 @@ pyasn1==0.6.1
     # via rsa
 pycparser==2.23
     # via cffi
-pydantic==2.11.9
+pydantic==2.11.10
     # via aws-sam-translator
 pydantic-core==2.33.2
     # via pydantic
 pygments==2.19.2
     # via rich
-pymongo==4.15.1
+pymongo==4.15.2
     # via localstack-core (pyproject.toml)
 pyopenssl==25.3.0
     # via
@@ -341,7 +341,7 @@ typing-extensions==4.15.0
     #   pydantic-core
     #   readerwriterlock
     #   typing-inspection
-typing-inspection==0.4.1
+typing-inspection==0.4.2
     # via pydantic
 urllib3==2.5.0
     # via
diff --git a/requirements-test.txt b/requirements-test.txt
index e89a68204a54b..f563c332e7a9d 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -18,7 +18,7 @@ apispec==6.8.4
     # via localstack-core
 argparse==1.4.0
     # via kclpy-ext
-attrs==25.3.0
+attrs==25.4.0
     # via
     #   cattrs
     #   jsii
@@ -29,9 +29,9 @@ aws-cdk-asset-awscli-v1==2.2.242
     # via aws-cdk-lib
 aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
-aws-cdk-cloud-assembly-schema==48.11.0
+aws-cdk-cloud-assembly-schema==48.12.0
     # via aws-cdk-lib
-aws-cdk-lib==2.218.0
+aws-cdk-lib==2.219.0
     # via localstack-core (pyproject.toml)
 aws-sam-translator==1.100.0
     # via
@@ -70,7 +70,7 @@ cattrs==25.2.0
     # via jsii
 cbor2==5.7.0
     # via localstack-core
-certifi==2025.8.3
+certifi==2025.10.5
     # via
     #   httpcore
     #   httpx
@@ -96,7 +96,7 @@ coverage==7.10.7
     # via localstack-core (pyproject.toml)
 crontab==1.0.5
     # via localstack-core
-cryptography==46.0.1
+cryptography==46.0.2
     # via
     #   joserfc
     #   localstack-core
@@ -234,7 +234,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.13.post18
+moto-ext==5.1.14.post7
     # via localstack-core
 mpmath==1.3.0
     # via sympy
@@ -301,7 +301,7 @@ pyasn1==0.6.1
     # via rsa
 pycparser==2.23
     # via cffi
-pydantic==2.11.9
+pydantic==2.11.10
     # via aws-sam-translator
 pydantic-core==2.33.2
     # via pydantic
@@ -309,7 +309,7 @@ pygments==2.19.2
     # via
     #   pytest
     #   rich
-pymongo==4.15.1
+pymongo==4.15.2
     # via localstack-core
 pyopenssl==25.3.0
     # via
@@ -432,7 +432,7 @@ typing-extensions==4.15.0
     #   pydantic-core
     #   readerwriterlock
     #   typing-inspection
-typing-inspection==0.4.1
+typing-inspection==0.4.2
     # via pydantic
 urllib3==2.5.0
     # via
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index 409f6b3f364e0..748f32d12a2d2 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -18,7 +18,7 @@ apispec==6.8.4
     # via localstack-core
 argparse==1.4.0
     # via kclpy-ext
-attrs==25.3.0
+attrs==25.4.0
     # via
     #   cattrs
     #   jsii
@@ -29,9 +29,9 @@ aws-cdk-asset-awscli-v1==2.2.242
     # via aws-cdk-lib
 aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
-aws-cdk-cloud-assembly-schema==48.11.0
+aws-cdk-cloud-assembly-schema==48.12.0
     # via aws-cdk-lib
-aws-cdk-lib==2.218.0
+aws-cdk-lib==2.219.0
     # via localstack-core
 aws-sam-translator==1.100.0
     # via
@@ -49,7 +49,7 @@ boto3==1.40.45
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-boto3-stubs==1.40.41
+boto3-stubs==1.40.46
     # via localstack-core (pyproject.toml)
 botocore==1.40.45
     # via
@@ -74,7 +74,7 @@ cattrs==25.2.0
     # via jsii
 cbor2==5.7.0
     # via localstack-core
-certifi==2025.8.3
+certifi==2025.10.5
     # via
     #   httpcore
     #   httpx
@@ -106,7 +106,7 @@ coveralls==3.3.1
     # via localstack-core
 crontab==1.0.5
     # via localstack-core
-cryptography==46.0.1
+cryptography==46.0.2
     # via
     #   joserfc
     #   localstack-core
@@ -172,7 +172,7 @@ hyperframe==6.1.0
     # via h2
 hyperlink==21.0.0
     # via localstack-twisted
-identify==2.6.14
+identify==2.6.15
     # via pre-commit
 idna==3.10
     # via
@@ -254,7 +254,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.13.post18
+moto-ext==5.1.14.post7
     # via localstack-core
 mpmath==1.3.0
     # via sympy
@@ -284,7 +284,7 @@ mypy-boto3-athena==1.40.0
     # via boto3-stubs
 mypy-boto3-autoscaling==1.40.27
     # via boto3-stubs
-mypy-boto3-backup==1.40.0
+mypy-boto3-backup==1.40.46
     # via boto3-stubs
 mypy-boto3-batch==1.40.36
     # via boto3-stubs
@@ -292,7 +292,7 @@ mypy-boto3-ce==1.40.40
     # via boto3-stubs
 mypy-boto3-cloudcontrol==1.40.0
     # via boto3-stubs
-mypy-boto3-cloudformation==1.40.24
+mypy-boto3-cloudformation==1.40.44
     # via boto3-stubs
 mypy-boto3-cloudfront==1.40.23
     # via boto3-stubs
@@ -316,11 +316,11 @@ mypy-boto3-cognito-identity==1.40.15
     # via boto3-stubs
 mypy-boto3-cognito-idp==1.40.14
     # via boto3-stubs
-mypy-boto3-dms==1.40.0
+mypy-boto3-dms==1.40.43
     # via boto3-stubs
 mypy-boto3-docdb==1.40.16
     # via boto3-stubs
-mypy-boto3-dynamodb==1.40.20
+mypy-boto3-dynamodb==1.40.44
     # via boto3-stubs
 mypy-boto3-dynamodbstreams==1.40.40
     # via boto3-stubs
@@ -328,7 +328,7 @@ mypy-boto3-ec2==1.40.40
     # via boto3-stubs
 mypy-boto3-ecr==1.40.0
     # via boto3-stubs
-mypy-boto3-ecs==1.40.29
+mypy-boto3-ecs==1.40.43
     # via boto3-stubs
 mypy-boto3-efs==1.40.0
     # via boto3-stubs
@@ -354,7 +354,7 @@ mypy-boto3-fis==1.40.20
     # via boto3-stubs
 mypy-boto3-glacier==1.40.18
     # via boto3-stubs
-mypy-boto3-glue==1.40.39
+mypy-boto3-glue==1.40.46
     # via boto3-stubs
 mypy-boto3-iam==1.40.0
     # via boto3-stubs
@@ -410,7 +410,7 @@ mypy-boto3-qldb==1.40.16
     # via boto3-stubs
 mypy-boto3-qldb-session==1.40.19
     # via boto3-stubs
-mypy-boto3-rds==1.40.29
+mypy-boto3-rds==1.40.46
     # via boto3-stubs
 mypy-boto3-rds-data==1.40.0
     # via boto3-stubs
@@ -547,7 +547,7 @@ pyasn1==0.6.1
     # via rsa
 pycparser==2.23
     # via cffi
-pydantic==2.11.9
+pydantic==2.11.10
     # via aws-sam-translator
 pydantic-core==2.33.2
     # via pydantic
@@ -555,7 +555,7 @@ pygments==2.19.2
     # via
     #   pytest
     #   rich
-pymongo==4.15.1
+pymongo==4.15.2
     # via localstack-core
 pyopenssl==25.3.0
     # via
@@ -643,7 +643,7 @@ rsa==4.7.2
     # via awscli
 rstr==3.2.2
     # via localstack-core
-ruff==0.13.2
+ruff==0.13.3
     # via localstack-core
 s3transfer==0.14.0
     # via
@@ -691,7 +691,7 @@ typing-extensions==4.15.0
     #   pydantic-core
     #   readerwriterlock
     #   typing-inspection
-typing-inspection==0.4.1
+typing-inspection==0.4.2
     # via pydantic
 urllib3==2.5.0
     # via

From b592fbd62c0d8fe7ee47359d2b5ae3ad672ec82a Mon Sep 17 00:00:00 2001
From: Daniel Fangl <daniel.fangl@localstack.cloud>
Date: Tue, 7 Oct 2025 18:51:45 +0200
Subject: [PATCH 277/697] Correct casing for x-amzn-RequestId header (#13230)

---
 .../localstack/aws/protocol/serializer.py     | 15 ++++++++--
 .../services/cloudwatch/test_cloudwatch.py    |  2 ++
 .../cloudwatch/test_cloudwatch.snapshot.json  |  6 ++--
 .../test_cloudwatch.validation.json           | 28 +++++++++----------
 tests/unit/aws/protocol/test_serializer.py    |  5 +++-
 5 files changed, 35 insertions(+), 21 deletions(-)

diff --git a/localstack-core/localstack/aws/protocol/serializer.py b/localstack-core/localstack/aws/protocol/serializer.py
index 5816f0395522d..57fe7e3b82508 100644
--- a/localstack-core/localstack/aws/protocol/serializer.py
+++ b/localstack-core/localstack/aws/protocol/serializer.py
@@ -1228,6 +1228,15 @@ def _prepare_additional_traits_in_xml(self, root: ETree.Element | None, request_
         request_id_element = ETree.SubElement(response_metadata, "RequestId")
         request_id_element.text = request_id
 
+    def _prepare_additional_traits_in_response(
+        self, response: Response, operation_model: OperationModel, request_id: str
+    ):
+        response.headers["x-amzn-RequestId"] = request_id
+        response = super()._prepare_additional_traits_in_response(
+            response, operation_model, request_id
+        )
+        return response
+
 
 class EC2ResponseSerializer(QueryResponseSerializer):
     """
@@ -1495,7 +1504,7 @@ def _serialize_type_blob(self, body: dict, value: str | bytes, _, key: str, mime
     def _prepare_additional_traits_in_response(
         self, response: Response, operation_model: OperationModel, request_id: str
     ):
-        response.headers["x-amzn-requestid"] = request_id
+        response.headers.setdefault("x-amzn-RequestId", request_id)
         response = super()._prepare_additional_traits_in_response(
             response, operation_model, request_id
         )
@@ -1921,7 +1930,7 @@ def _serialize_body_params(
     def _prepare_additional_traits_in_response(
         self, response: Response, operation_model: OperationModel, request_id: str
     ) -> Response:
-        response.headers["x-amzn-requestid"] = request_id
+        response.headers["x-amzn-RequestId"] = request_id
         response = super()._prepare_additional_traits_in_response(
             response, operation_model, request_id
         )
@@ -2015,7 +2024,7 @@ def _serialize_error(
     def _prepare_additional_traits_in_response(
         self, response: Response, operation_model: OperationModel, request_id: str
     ):
-        response.headers["x-amzn-requestid"] = request_id
+        response.headers["x-amzn-RequestId"] = request_id
         response.headers["Smithy-Protocol"] = "rpc-v2-cbor"
         response = super()._prepare_additional_traits_in_response(
             response, operation_model, request_id
diff --git a/tests/aws/services/cloudwatch/test_cloudwatch.py b/tests/aws/services/cloudwatch/test_cloudwatch.py
index b95c6b6742baa..f15dc5ff31b1d 100644
--- a/tests/aws/services/cloudwatch/test_cloudwatch.py
+++ b/tests/aws/services/cloudwatch/test_cloudwatch.py
@@ -2975,6 +2975,8 @@ def test_basic_operations_multiple_protocols(
                 payload=input_values,
             )
             assert response.status_code == 200
+            # Check if x-amzn-RequestId is in the response headers - case-sensitive check
+            assert "x-amzn-RequestId" in dict(response.headers)
 
         get_metric_input = {
             "MetricDataQueries": [
diff --git a/tests/aws/services/cloudwatch/test_cloudwatch.snapshot.json b/tests/aws/services/cloudwatch/test_cloudwatch.snapshot.json
index 93b4c21669080..a55521f82b4a4 100644
--- a/tests/aws/services/cloudwatch/test_cloudwatch.snapshot.json
+++ b/tests/aws/services/cloudwatch/test_cloudwatch.snapshot.json
@@ -43,7 +43,7 @@
     }
   },
   "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudWatchMultiProtocol::test_basic_operations_multiple_protocols[json]": {
-    "recorded-date": "18-09-2025, 13:56:03",
+    "recorded-date": "06-10-2025, 14:45:54",
     "recorded-content": {
       "describe-alarms": {
         "CompositeAlarms": [],
@@ -76,7 +76,7 @@
     }
   },
   "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudWatchMultiProtocol::test_basic_operations_multiple_protocols[smithy-rpc-v2-cbor]": {
-    "recorded-date": "18-09-2025, 13:56:06",
+    "recorded-date": "06-10-2025, 14:45:56",
     "recorded-content": {
       "describe-alarms": {
         "CompositeAlarms": [],
@@ -109,7 +109,7 @@
     }
   },
   "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudWatchMultiProtocol::test_basic_operations_multiple_protocols[query]": {
-    "recorded-date": "18-09-2025, 13:56:09",
+    "recorded-date": "06-10-2025, 14:45:59",
     "recorded-content": {
       "describe-alarms": {
         "DescribeAlarmsResponse": {
diff --git a/tests/aws/services/cloudwatch/test_cloudwatch.validation.json b/tests/aws/services/cloudwatch/test_cloudwatch.validation.json
index c80899f39e84a..c4c4a484ed761 100644
--- a/tests/aws/services/cloudwatch/test_cloudwatch.validation.json
+++ b/tests/aws/services/cloudwatch/test_cloudwatch.validation.json
@@ -1,29 +1,29 @@
 {
   "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudWatchMultiProtocol::test_basic_operations_multiple_protocols[json]": {
-    "last_validated_date": "2025-09-18T13:56:03+00:00",
+    "last_validated_date": "2025-10-06T14:45:54+00:00",
     "durations_in_seconds": {
-      "setup": 0.48,
-      "call": 3.45,
-      "teardown": 0.0,
-      "total": 3.93
+      "setup": 0.82,
+      "call": 2.64,
+      "teardown": 0.01,
+      "total": 3.47
     }
   },
   "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudWatchMultiProtocol::test_basic_operations_multiple_protocols[query]": {
-    "last_validated_date": "2025-09-18T13:56:09+00:00",
+    "last_validated_date": "2025-10-06T14:45:59+00:00",
     "durations_in_seconds": {
-      "setup": 0.0,
-      "call": 3.05,
-      "teardown": 0.0,
-      "total": 3.05
+      "setup": 0.01,
+      "call": 2.39,
+      "teardown": 0.02,
+      "total": 2.42
     }
   },
   "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudWatchMultiProtocol::test_basic_operations_multiple_protocols[smithy-rpc-v2-cbor]": {
-    "last_validated_date": "2025-09-18T13:56:06+00:00",
+    "last_validated_date": "2025-10-06T14:45:56+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 3.05,
-      "teardown": 0.0,
-      "total": 3.05
+      "call": 2.4,
+      "teardown": 0.02,
+      "total": 2.42
     }
   },
   "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudWatchMultiProtocol::test_exception_serializing_with_no_shape_in_spec[json]": {
diff --git a/tests/unit/aws/protocol/test_serializer.py b/tests/unit/aws/protocol/test_serializer.py
index 5deb13d118c3b..6821796927b25 100644
--- a/tests/unit/aws/protocol/test_serializer.py
+++ b/tests/unit/aws/protocol/test_serializer.py
@@ -97,8 +97,11 @@ def _botocore_serializer_integration_test(
 
     # Use the parser from botocore to parse the serialized response
     response_parser = create_parser(service_protocol)
+    # Properly use HeadersDict from botocore to properly parse headers
+    response_dict = serialized_response.to_readonly_response_dict()
+    response_dict["headers"] = HeadersDict(response_dict.get("headers", {}))
     parsed_response = response_parser.parse(
-        serialized_response.to_readonly_response_dict(),
+        response_dict,
         service.operation_model(action).output_shape,
     )
 

From ccbd18a6ae9eb7931fc69e645aac17b11502a07d Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Wed, 8 Oct 2025 06:52:48 +0100
Subject: [PATCH 278/697] CFn: fix number parameter types (#13231)

---
 .../engine/v2/change_set_model_describer.py   |  14 +
 .../engine/v2/change_set_model_preproc.py     |   4 +
 .../services/cloudformation/v2/provider.py    |   9 +-
 localstack-core/localstack/utils/numbers.py   |   7 +
 .../cloudformation/resources/test_logs.py     |  28 ++
 .../resources/test_logs.snapshot.json         |  32 ++
 .../resources/test_logs.validation.json       |   9 +
 .../test_change_set_parameters.py             |  68 ++-
 .../test_change_set_parameters.snapshot.json  | 456 ++++++++++++++++++
 ...test_change_set_parameters.validation.json |  18 +
 tests/aws/templates/logs_group.yml            |   7 +-
 tests/unit/test_common.py                     |  16 +-
 12 files changed, 663 insertions(+), 5 deletions(-)

diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_describer.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_describer.py
index a689225d172a0..672cd619d395f 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_describer.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_describer.py
@@ -20,6 +20,7 @@
     PreprocResource,
 )
 from localstack.services.cloudformation.v2.entities import ChangeSet
+from localstack.utils.numbers import is_number
 
 CHANGESET_KNOWN_AFTER_APPLY: Final[str] = "{{changeSet:KNOWN_AFTER_APPLY}}"
 
@@ -96,6 +97,19 @@ def _resolve_attribute(self, arguments: str | list[str], select_before: bool) ->
 
         return value
 
+    def visit_node_intrinsic_function(self, node_intrinsic_function: NodeIntrinsicFunction):
+        """
+        Intrinsic function results are always strings when referring to the describe output
+        """
+        # TODO: what about other places?
+        # TODO: should this be put in the preproc?
+        delta = super().visit_node_intrinsic_function(node_intrinsic_function)
+        if is_number(delta.before):
+            delta.before = str(delta.before)
+        if is_number(delta.after):
+            delta.after = str(delta.after)
+        return delta
+
     def visit_node_intrinsic_function_fn_join(
         self, node_intrinsic_function: NodeIntrinsicFunction
     ) -> PreprocEntityDelta:
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
index 8533c98394559..b72ae8715aaa1 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
@@ -56,6 +56,7 @@
 from localstack.services.cloudformation.v2.entities import ChangeSet
 from localstack.services.cloudformation.v2.types import ResolvedResource
 from localstack.utils.aws.arns import get_partition
+from localstack.utils.numbers import to_number
 from localstack.utils.objects import get_value_from_path
 from localstack.utils.run import to_str
 from localstack.utils.strings import to_bytes
@@ -1029,6 +1030,9 @@ def _resolve_parameter_type(value: str, type_: str) -> Any:
             match type_:
                 case "List<String>" | "CommaDelimitedList":
                     return [item.strip() for item in value.split(",")]
+                case "Number":
+                    # TODO: validate the parameter type at template parse time (or whatever is in parity with AWS) so we know this cannot fail
+                    return to_number(value)
             return value
 
         if not is_nothing(after):
diff --git a/localstack-core/localstack/services/cloudformation/v2/provider.py b/localstack-core/localstack/services/cloudformation/v2/provider.py
index d5e437b5d13ad..85bcb3d84d191 100644
--- a/localstack-core/localstack/services/cloudformation/v2/provider.py
+++ b/localstack-core/localstack/services/cloudformation/v2/provider.py
@@ -120,9 +120,10 @@
     StackInstance,
     StackSet,
 )
-from localstack.services.cloudformation.v2.types import EngineParameter
+from localstack.services.cloudformation.v2.types import EngineParameter, engine_parameter_value
 from localstack.services.plugins import ServiceLifecycleHook
 from localstack.utils.collections import select_attributes
+from localstack.utils.numbers import is_number
 from localstack.utils.strings import short_uid
 from localstack.utils.threads import start_worker_thread
 
@@ -262,6 +263,12 @@ def _resolve_parameters(
                 no_echo=parameter.get("NoEcho"),
             )
 
+            # validate the type
+            if parameter["Type"] == "Number" and not is_number(
+                engine_parameter_value(resolved_parameter)
+            ):
+                raise ValidationError(f"Parameter '{name}' must be a number.")
+
             # TODO: support other parameter types
             if match := SSM_PARAMETER_TYPE_RE.match(parameter["Type"]):
                 inner_type = match.group("innertype")
diff --git a/localstack-core/localstack/utils/numbers.py b/localstack-core/localstack/utils/numbers.py
index 19f5dbab42014..d46e7ce5e3d37 100644
--- a/localstack-core/localstack/utils/numbers.py
+++ b/localstack-core/localstack/utils/numbers.py
@@ -11,6 +11,13 @@ def format_number(number: float, decimals: int = 2):
 
 
 def is_number(s: Any) -> bool:
+    # booleans inherit from int
+    #
+    # >>> a.__class__.__mro__
+    # (<class 'bool'>, <class 'int'>, <class 'object'>)
+    if s is False or s is True:
+        return False
+
     try:
         float(s)  # for int, long and float
         return True
diff --git a/tests/aws/services/cloudformation/resources/test_logs.py b/tests/aws/services/cloudformation/resources/test_logs.py
index 6813283c5b505..69a0298b7b92c 100644
--- a/tests/aws/services/cloudformation/resources/test_logs.py
+++ b/tests/aws/services/cloudformation/resources/test_logs.py
@@ -1,6 +1,11 @@
 import os.path
 
+import pytest
+from tests.aws.services.cloudformation.conftest import skip_if_legacy_engine
+
 from localstack.testing.pytest import markers
+from localstack.testing.pytest.fixtures import StackDeployError
+from localstack.utils.strings import short_uid
 
 
 @markers.aws.validated
@@ -47,3 +52,26 @@ def test_cfn_handle_log_group_resource(deploy_cfn_template, aws_client, snapshot
     stack.destroy()
     response = aws_client.logs.describe_log_groups(logGroupNamePrefix=log_group_prefix)
     assert len(response["logGroups"]) == 0
+
+
+@markers.aws.validated
+@skip_if_legacy_engine()
+def test_handle_existing_log_group(deploy_cfn_template, aws_client, snapshot, cleanups):
+    snapshot.add_transformer(snapshot.transform.cloudformation_api())
+    snapshot.add_transformer(snapshot.transform.key_value("ParameterValue"))
+
+    log_group_name = f"logs-{short_uid()}"
+
+    # create the log group
+    aws_client.logs.create_log_group(logGroupName=log_group_name)
+    cleanups.append(lambda: aws_client.logs.delete_log_group(logGroupName=log_group_name))
+
+    with pytest.raises(StackDeployError) as exc_info:
+        deploy_cfn_template(
+            template_path=os.path.join(
+                os.path.dirname(__file__), "../../../templates/logs_group.yml"
+            ),
+            parameters={"LogGroupName": log_group_name},
+        )
+
+    snapshot.match("failed-stack-describe", exc_info.value.describe_result)
diff --git a/tests/aws/services/cloudformation/resources/test_logs.snapshot.json b/tests/aws/services/cloudformation/resources/test_logs.snapshot.json
index 8ad8af97a9ca5..eb3c9d98ae554 100644
--- a/tests/aws/services/cloudformation/resources/test_logs.snapshot.json
+++ b/tests/aws/services/cloudformation/resources/test_logs.snapshot.json
@@ -38,5 +38,37 @@
         }
       }
     }
+  },
+  "tests/aws/services/cloudformation/resources/test_logs.py::test_handle_existing_log_group": {
+    "recorded-date": "06-10-2025, 16:24:57",
+    "recorded-content": {
+      "failed-stack-describe": {
+        "Capabilities": [
+          "CAPABILITY_AUTO_EXPAND",
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM"
+        ],
+        "CreationTime": "datetime",
+        "DeletionTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "EnableTerminationProtection": false,
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "LogGroupName",
+            "ParameterValue": "<parameter-value:1>"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "ROLLBACK_COMPLETE",
+        "Tags": []
+      }
+    }
   }
 }
diff --git a/tests/aws/services/cloudformation/resources/test_logs.validation.json b/tests/aws/services/cloudformation/resources/test_logs.validation.json
index fce835093de2a..a4ffe25914229 100644
--- a/tests/aws/services/cloudformation/resources/test_logs.validation.json
+++ b/tests/aws/services/cloudformation/resources/test_logs.validation.json
@@ -2,6 +2,15 @@
   "tests/aws/services/cloudformation/resources/test_logs.py::test_cfn_handle_log_group_resource": {
     "last_validated_date": "2024-06-20T16:15:47+00:00"
   },
+  "tests/aws/services/cloudformation/resources/test_logs.py::test_handle_existing_log_group": {
+    "last_validated_date": "2025-10-06T16:24:57+00:00",
+    "durations_in_seconds": {
+      "setup": 0.81,
+      "call": 10.58,
+      "teardown": 0.22,
+      "total": 11.61
+    }
+  },
   "tests/aws/services/cloudformation/resources/test_logs.py::test_logstream": {
     "last_validated_date": "2022-07-29T11:22:53+00:00"
   }
diff --git a/tests/aws/services/cloudformation/test_change_set_parameters.py b/tests/aws/services/cloudformation/test_change_set_parameters.py
index ac73648b20e16..e2c0c43fe14f3 100644
--- a/tests/aws/services/cloudformation/test_change_set_parameters.py
+++ b/tests/aws/services/cloudformation/test_change_set_parameters.py
@@ -1,8 +1,13 @@
+import copy
+import json
+
+import pytest
+from botocore.exceptions import ClientError
 from localstack_snapshot.snapshots.transformer import RegexTransformer
 from tests.aws.services.cloudformation.conftest import skip_if_legacy_engine
 
 from localstack.testing.pytest import markers
-from localstack.utils.strings import long_uid
+from localstack.utils.strings import long_uid, short_uid
 
 
 @skip_if_legacy_engine()
@@ -123,3 +128,64 @@ def test_update_parameter_default_value_with_dynamic_overrides(
         capture_update_process(
             snapshot, template_1, template_2, p1={"TopicName": name1}, p2={"TopicName": name2}
         )
+
+    @markers.aws.validated
+    def test_parameter_type_change(self, snapshot, capture_update_process):
+        snapshot.add_transformer(snapshot.transform.key_value("PhysicalResourceId"))
+
+        template1 = {
+            "Parameters": {
+                "Value": {
+                    "Type": "Number",
+                },
+            },
+            "Resources": {
+                "MyParameter": {
+                    "Type": "AWS::SSM::Parameter",
+                    "Properties": {
+                        "Type": "String",
+                        "Value": {"Ref": "Value"},
+                    },
+                },
+            },
+        }
+        template2 = copy.deepcopy(template1)
+        template2["Parameters"]["Value"]["Type"] = "String"
+
+        capture_update_process(
+            snapshot, template1, template2, p1={"Value": "123"}, p2={"Value": "456"}
+        )
+
+    @markers.aws.validated
+    def test_invalid_parameter_type(self, snapshot, aws_client):
+        template = {
+            "Parameters": {
+                "Value": {
+                    "Type": "Number",
+                },
+            },
+            "Resources": {
+                "MyParameter": {
+                    "Type": "AWS::SSM::Parameter",
+                    "Properties": {
+                        "Type": "String",
+                        "Value": short_uid(),
+                    },
+                },
+            },
+        }
+
+        stack_name = f"stack-{short_uid()}"
+        cs_name = f"cs-{short_uid()}"
+        with pytest.raises(ClientError) as exc_info:
+            aws_client.cloudformation.create_change_set(
+                ChangeSetName=cs_name,
+                StackName=stack_name,
+                ChangeSetType="CREATE",
+                TemplateBody=json.dumps(template),
+                Parameters=[
+                    {"ParameterKey": "Value", "ParameterValue": "not-a-number"},
+                ],
+            )
+
+        snapshot.match("error", exc_info.value.response)
diff --git a/tests/aws/services/cloudformation/test_change_set_parameters.snapshot.json b/tests/aws/services/cloudformation/test_change_set_parameters.snapshot.json
index cdb8fb837e17a..55b2d7e63ffde 100644
--- a/tests/aws/services/cloudformation/test_change_set_parameters.snapshot.json
+++ b/tests/aws/services/cloudformation/test_change_set_parameters.snapshot.json
@@ -1926,5 +1926,461 @@
         "Tags": []
       }
     }
+  },
+  "tests/aws/services/cloudformation/test_change_set_parameters.py::TestChangeSetParameters::test_invalid_parameter_type": {
+    "recorded-date": "06-10-2025, 20:45:59",
+    "recorded-content": {
+      "error": {
+        "Error": {
+          "Code": "ValidationError",
+          "Message": "Parameter 'Value' must be a number.",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/cloudformation/test_change_set_parameters.py::TestChangeSetParameters::test_parameter_type_change": {
+    "recorded-date": "06-10-2025, 20:55:52",
+    "recorded-content": {
+      "create-change-set-1": {
+        "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "StackId": "<physical-resource-id:2>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-1-prop-values": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "AfterContext": {
+                "Properties": {
+                  "Value": "123",
+                  "Type": "String"
+                }
+              },
+              "Details": [],
+              "LogicalResourceId": "MyParameter",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "Value",
+            "ParameterValue": "123"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "<physical-resource-id:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-1": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "Details": [],
+              "LogicalResourceId": "MyParameter",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "Value",
+            "ParameterValue": "123"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "<physical-resource-id:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "execute-change-set-1": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "post-create-1-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "CreationTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "EnableTerminationProtection": false,
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "Value",
+            "ParameterValue": "123"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "<physical-resource-id:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "CREATE_COMPLETE",
+        "Tags": []
+      },
+      "create-change-set-2": {
+        "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "StackId": "<physical-resource-id:2>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-2-prop-values": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Modify",
+              "AfterContext": {
+                "Properties": {
+                  "Value": "456",
+                  "Type": "String"
+                }
+              },
+              "BeforeContext": {
+                "Properties": {
+                  "Value": "123",
+                  "Type": "String"
+                }
+              },
+              "Details": [
+                {
+                  "CausingEntity": "Value",
+                  "ChangeSource": "ParameterReference",
+                  "Evaluation": "Static",
+                  "Target": {
+                    "AfterValue": "456",
+                    "Attribute": "Properties",
+                    "AttributeChangeType": "Modify",
+                    "BeforeValue": "123",
+                    "Name": "Value",
+                    "Path": "/Properties/Value",
+                    "RequiresRecreation": "Never"
+                  }
+                },
+                {
+                  "ChangeSource": "DirectModification",
+                  "Evaluation": "Dynamic",
+                  "Target": {
+                    "AfterValue": "456",
+                    "Attribute": "Properties",
+                    "AttributeChangeType": "Modify",
+                    "BeforeValue": "123",
+                    "Name": "Value",
+                    "Path": "/Properties/Value",
+                    "RequiresRecreation": "Never"
+                  }
+                }
+              ],
+              "LogicalResourceId": "MyParameter",
+              "PhysicalResourceId": "<physical-resource-id:1>",
+              "Replacement": "False",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": [
+                "Properties"
+              ]
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "Value",
+            "ParameterValue": "456"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "<physical-resource-id:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-2": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Modify",
+              "Details": [
+                {
+                  "CausingEntity": "Value",
+                  "ChangeSource": "ParameterReference",
+                  "Evaluation": "Static",
+                  "Target": {
+                    "Attribute": "Properties",
+                    "Name": "Value",
+                    "RequiresRecreation": "Never"
+                  }
+                },
+                {
+                  "ChangeSource": "DirectModification",
+                  "Evaluation": "Dynamic",
+                  "Target": {
+                    "Attribute": "Properties",
+                    "Name": "Value",
+                    "RequiresRecreation": "Never"
+                  }
+                }
+              ],
+              "LogicalResourceId": "MyParameter",
+              "PhysicalResourceId": "<physical-resource-id:1>",
+              "Replacement": "False",
+              "ResourceType": "AWS::SSM::Parameter",
+              "Scope": [
+                "Properties"
+              ]
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "Value",
+            "ParameterValue": "456"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "<physical-resource-id:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "execute-change-set-2": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "post-create-2-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "CreationTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "EnableTerminationProtection": false,
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "Value",
+            "ParameterValue": "456"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "<physical-resource-id:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "UPDATE_COMPLETE",
+        "Tags": []
+      },
+      "delete-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "CreationTime": "datetime",
+        "DeletionTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "Value",
+            "ParameterValue": "456"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "<physical-resource-id:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "DELETE_COMPLETE",
+        "Tags": []
+      },
+      "per-resource-events": {
+        "MyParameter": [
+          {
+            "LogicalResourceId": "MyParameter",
+            "PhysicalResourceId": "<physical-resource-id:1>",
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "MyParameter",
+            "PhysicalResourceId": "<physical-resource-id:1>",
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "MyParameter",
+            "PhysicalResourceId": "<physical-resource-id:1>",
+            "ResourceStatus": "UPDATE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "MyParameter",
+            "PhysicalResourceId": "<physical-resource-id:1>",
+            "ResourceStatus": "UPDATE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "MyParameter",
+            "PhysicalResourceId": "<physical-resource-id:1>",
+            "ResourceStatus": "DELETE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "MyParameter",
+            "PhysicalResourceId": "<physical-resource-id:1>",
+            "ResourceStatus": "DELETE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          }
+        ],
+        "Stack": [
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "<physical-resource-id:2>",
+            "ResourceStatus": "REVIEW_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "<physical-resource-id:2>",
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "<physical-resource-id:2>",
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "<physical-resource-id:2>",
+            "ResourceStatus": "UPDATE_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "<physical-resource-id:2>",
+            "ResourceStatus": "UPDATE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "<physical-resource-id:2>",
+            "ResourceStatus": "DELETE_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "<physical-resource-id:2>",
+            "ResourceStatus": "DELETE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          }
+        ]
+      }
+    }
   }
 }
diff --git a/tests/aws/services/cloudformation/test_change_set_parameters.validation.json b/tests/aws/services/cloudformation/test_change_set_parameters.validation.json
index 36c85e0e750ce..dc624db1e38cd 100644
--- a/tests/aws/services/cloudformation/test_change_set_parameters.validation.json
+++ b/tests/aws/services/cloudformation/test_change_set_parameters.validation.json
@@ -1,4 +1,22 @@
 {
+  "tests/aws/services/cloudformation/test_change_set_parameters.py::TestChangeSetParameters::test_invalid_parameter_type": {
+    "last_validated_date": "2025-10-06T20:45:59+00:00",
+    "durations_in_seconds": {
+      "setup": 0.92,
+      "call": 0.33,
+      "teardown": 0.01,
+      "total": 1.26
+    }
+  },
+  "tests/aws/services/cloudformation/test_change_set_parameters.py::TestChangeSetParameters::test_parameter_type_change": {
+    "last_validated_date": "2025-10-06T20:55:52+00:00",
+    "durations_in_seconds": {
+      "setup": 0.99,
+      "call": 27.31,
+      "teardown": 0.17,
+      "total": 28.47
+    }
+  },
   "tests/aws/services/cloudformation/test_change_set_parameters.py::TestChangeSetParameters::test_update_parameter_default_value": {
     "last_validated_date": "2025-04-17T15:35:43+00:00"
   },
diff --git a/tests/aws/templates/logs_group.yml b/tests/aws/templates/logs_group.yml
index b0aaa510dcfae..0a0f5c1f5ac07 100644
--- a/tests/aws/templates/logs_group.yml
+++ b/tests/aws/templates/logs_group.yml
@@ -1,11 +1,16 @@
+Parameters:
+  LogGroupName:
+    Type: String
+    Default: AWS::NoValue
+
 Resources:
   logGroup68A52FBE:
     Type: AWS::Logs::LogGroup
     Properties:
+      LogGroupName: !Ref LogGroupName
       RetentionInDays: 731
 
 Outputs:
   LogGroupNameOutput:
     Value:
       Ref: logGroup68A52FBE
-
diff --git a/tests/unit/test_common.py b/tests/unit/test_common.py
index e0e93b4be7669..a4b543e7eee21 100644
--- a/tests/unit/test_common.py
+++ b/tests/unit/test_common.py
@@ -95,8 +95,20 @@ def test_now_utc(self):
         test = datetime.now(UTC).timestamp()
         assert test == pytest.approx(env, 1)
 
-    def test_is_number(self):
-        assert common.is_number(5)
+    @pytest.mark.parametrize(
+        "value,is_number",
+        [
+            (5, True),
+            (-12.1, True),
+            (2e15, True),
+            ("test", False),
+            (False, False),
+            (True, False),
+            (None, False),
+        ],
+    )
+    def test_is_number(self, value, is_number):
+        assert common.is_number(value) == is_number
 
     def test_is_ip_address(self):
         assert common.is_ip_address("10.0.0.1")

From 8096cdf1eb4c06ef2cf5bff03e48a1af5d824ecc Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Wed, 8 Oct 2025 06:53:01 +0100
Subject: [PATCH 279/697] CFn: correctly skip conditionally disabled resources
 (#13238)

---
 .../engine/v2/change_set_model_preproc.py     |  23 +++
 .../cloudformation/engine/test_conditions.py  |  37 +++-
 .../engine/test_conditions.snapshot.json      | 158 ++++++++++++++++++
 .../engine/test_conditions.validation.json    |  18 ++
 .../templates/references_to_conditions.yml    |  39 +++++
 5 files changed, 274 insertions(+), 1 deletion(-)
 create mode 100644 tests/aws/templates/references_to_conditions.yml

diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
index b72ae8715aaa1..e90b1ef8c85a7 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
@@ -30,6 +30,7 @@
     NodeProperties,
     NodeProperty,
     NodeResource,
+    NodeResources,
     NodeTemplate,
     Nothing,
     NothingType,
@@ -1174,6 +1175,20 @@ def _resolve_resource_condition_reference(self, reference: TerminalValue) -> Pre
             after = after_delta.after
         return PreprocEntityDelta(before=before, after=after)
 
+    def visit_node_resources(self, node_resources: NodeResources):
+        """
+        Skip resources where they conditionally evaluate to False
+        """
+        for node_resource in node_resources.resources:
+            if not is_nothing(node_resource.condition_reference):
+                condition_delta = self._resolve_resource_condition_reference(
+                    node_resource.condition_reference
+                )
+                condition_after = condition_delta.after
+                if condition_after is False:
+                    continue
+            self.visit(node_resource)
+
     def visit_node_resource(
         self, node_resource: NodeResource
     ) -> PreprocEntityDelta[PreprocResource, PreprocResource]:
@@ -1284,6 +1299,14 @@ def visit_node_outputs(
         before: list[PreprocOutput] = []
         after: list[PreprocOutput] = []
         for node_output in node_outputs.outputs:
+            if not is_nothing(node_output.condition_reference):
+                condition_delta = self._resolve_resource_condition_reference(
+                    node_output.condition_reference
+                )
+                condition_after = condition_delta.after
+                if condition_after is False:
+                    continue
+
             output_delta: PreprocEntityDelta[PreprocOutput, PreprocOutput] = self.visit(node_output)
             output_before = output_delta.before
             output_after = output_delta.after
diff --git a/tests/aws/services/cloudformation/engine/test_conditions.py b/tests/aws/services/cloudformation/engine/test_conditions.py
index 229f5ca86d776..8ad979ddf8265 100644
--- a/tests/aws/services/cloudformation/engine/test_conditions.py
+++ b/tests/aws/services/cloudformation/engine/test_conditions.py
@@ -1,6 +1,7 @@
 import os.path
 
 import pytest
+from localstack_snapshot.snapshots.transformer import SortingTransformer
 from tests.aws.services.cloudformation.conftest import skip_if_legacy_engine
 
 from localstack.services.cloudformation.v2.utils import is_v2_engine
@@ -153,7 +154,7 @@ def test_dependent_get_att(self, aws_client, snapshot):
         snapshot.match("dependent_ref_exc", e.value.response)
 
     @markers.aws.validated
-    @pytest.mark.skipif(condition=not is_aws_cloud(), reason="not supported yet")
+    @skip_if_legacy_engine()
     def test_dependent_ref_intrinsic_fn_condition(self, aws_client, deploy_cfn_template):
         """
         Checks behavior of un-refable resources
@@ -515,3 +516,37 @@ def test_update_conditions(self, deploy_cfn_template, aws_client):
         assert aws_client.s3.head_bucket(Bucket=bucket_1)
         with pytest.raises(aws_client.s3.exceptions.ClientError):
             aws_client.s3.head_bucket(Bucket=bucket_2)
+
+    @markers.aws.validated
+    @pytest.mark.parametrize("should_deploy", ["yes", "no"])
+    @skip_if_legacy_engine()
+    def test_references_to_disabled_resources(
+        self, deploy_cfn_template, aws_client, should_deploy, snapshot
+    ):
+        snapshot.add_transformer(
+            SortingTransformer("StackResources", lambda e: e["LogicalResourceId"])
+        )
+        snapshot.add_transformer(SortingTransformer("Parameters", lambda e: e["ParameterKey"]))
+        snapshot.add_transformer(snapshot.transform.key_value("PhysicalResourceId"))
+        snapshot.add_transformer(snapshot.transform.cloudformation_api())
+
+        parameter_value = short_uid()
+        snapshot.add_transformer(snapshot.transform.regex(parameter_value, "<parameter-value>"))
+
+        stack = deploy_cfn_template(
+            template_path=os.path.join(
+                os.path.dirname(__file__), "../../../templates/references_to_conditions.yml"
+            ),
+            parameters={
+                "Toggle": should_deploy,
+                "ParameterValue": parameter_value,
+            },
+        )
+
+        describe_stack_res = aws_client.cloudformation.describe_stacks(StackName=stack.stack_id)
+        snapshot.match("stack-description", describe_stack_res)
+
+        describe_resources = aws_client.cloudformation.describe_stack_resources(
+            StackName=stack.stack_id
+        )
+        snapshot.match("resources-description", describe_resources)
diff --git a/tests/aws/services/cloudformation/engine/test_conditions.snapshot.json b/tests/aws/services/cloudformation/engine/test_conditions.snapshot.json
index 3ae8686edd44d..cd41c9cc1c822 100644
--- a/tests/aws/services/cloudformation/engine/test_conditions.snapshot.json
+++ b/tests/aws/services/cloudformation/engine/test_conditions.snapshot.json
@@ -775,5 +775,163 @@
         }
       }
     }
+  },
+  "tests/aws/services/cloudformation/engine/test_conditions.py::TestCloudFormationConditions::test_references_to_disabled_resources[yes]": {
+    "recorded-date": "07-10-2025, 21:21:23",
+    "recorded-content": {
+      "stack-description": {
+        "Stacks": [
+          {
+            "Capabilities": [
+              "CAPABILITY_AUTO_EXPAND",
+              "CAPABILITY_IAM",
+              "CAPABILITY_NAMED_IAM"
+            ],
+            "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+            "CreationTime": "datetime",
+            "DisableRollback": false,
+            "DriftInformation": {
+              "StackDriftStatus": "NOT_CHECKED"
+            },
+            "EnableTerminationProtection": false,
+            "LastUpdatedTime": "datetime",
+            "NotificationARNs": [],
+            "Outputs": [
+              {
+                "OutputKey": "ConditionalParameterValue",
+                "OutputValue": "<parameter-value>"
+              }
+            ],
+            "Parameters": [
+              {
+                "ParameterKey": "ParameterValue",
+                "ParameterValue": "<parameter-value>"
+              },
+              {
+                "ParameterKey": "Toggle",
+                "ParameterValue": "yes"
+              }
+            ],
+            "RollbackConfiguration": {},
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "StackStatus": "CREATE_COMPLETE",
+            "Tags": []
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "resources-description": {
+        "StackResources": [
+          {
+            "DriftInformation": {
+              "StackResourceDriftStatus": "NOT_CHECKED"
+            },
+            "LogicalResourceId": "AnotherResource",
+            "PhysicalResourceId": "<physical-resource-id:1>",
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "DriftInformation": {
+              "StackResourceDriftStatus": "NOT_CHECKED"
+            },
+            "LogicalResourceId": "BaseParameter",
+            "PhysicalResourceId": "<physical-resource-id:2>",
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          },
+          {
+            "DriftInformation": {
+              "StackResourceDriftStatus": "NOT_CHECKED"
+            },
+            "LogicalResourceId": "ConditionalParameter",
+            "PhysicalResourceId": "<physical-resource-id:3>",
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/cloudformation/engine/test_conditions.py::TestCloudFormationConditions::test_references_to_disabled_resources[no]": {
+    "recorded-date": "07-10-2025, 21:21:37",
+    "recorded-content": {
+      "stack-description": {
+        "Stacks": [
+          {
+            "Capabilities": [
+              "CAPABILITY_AUTO_EXPAND",
+              "CAPABILITY_IAM",
+              "CAPABILITY_NAMED_IAM"
+            ],
+            "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+            "CreationTime": "datetime",
+            "DisableRollback": false,
+            "DriftInformation": {
+              "StackDriftStatus": "NOT_CHECKED"
+            },
+            "EnableTerminationProtection": false,
+            "LastUpdatedTime": "datetime",
+            "NotificationARNs": [],
+            "Parameters": [
+              {
+                "ParameterKey": "ParameterValue",
+                "ParameterValue": "<parameter-value>"
+              },
+              {
+                "ParameterKey": "Toggle",
+                "ParameterValue": "no"
+              }
+            ],
+            "RollbackConfiguration": {},
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "StackStatus": "CREATE_COMPLETE",
+            "Tags": []
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "resources-description": {
+        "StackResources": [
+          {
+            "DriftInformation": {
+              "StackResourceDriftStatus": "NOT_CHECKED"
+            },
+            "LogicalResourceId": "BaseParameter",
+            "PhysicalResourceId": "<physical-resource-id:1>",
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/cloudformation/engine/test_conditions.validation.json b/tests/aws/services/cloudformation/engine/test_conditions.validation.json
index 33145a6055c7e..21bab40f96dfc 100644
--- a/tests/aws/services/cloudformation/engine/test_conditions.validation.json
+++ b/tests/aws/services/cloudformation/engine/test_conditions.validation.json
@@ -32,6 +32,24 @@
   "tests/aws/services/cloudformation/engine/test_conditions.py::TestCloudFormationConditions::test_output_reference_to_skipped_resource": {
     "last_validated_date": "2023-06-26T22:43:18+00:00"
   },
+  "tests/aws/services/cloudformation/engine/test_conditions.py::TestCloudFormationConditions::test_references_to_disabled_resources[no]": {
+    "last_validated_date": "2025-10-07T21:21:41+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 7.01,
+      "teardown": 4.39,
+      "total": 11.4
+    }
+  },
+  "tests/aws/services/cloudformation/engine/test_conditions.py::TestCloudFormationConditions::test_references_to_disabled_resources[yes]": {
+    "last_validated_date": "2025-10-07T21:21:30+00:00",
+    "durations_in_seconds": {
+      "setup": 0.89,
+      "call": 10.41,
+      "teardown": 6.43,
+      "total": 17.73
+    }
+  },
   "tests/aws/services/cloudformation/engine/test_conditions.py::TestCloudFormationConditions::test_update_conditions": {
     "last_validated_date": "2024-06-18T19:43:43+00:00"
   }
diff --git a/tests/aws/templates/references_to_conditions.yml b/tests/aws/templates/references_to_conditions.yml
new file mode 100644
index 0000000000000..01bed33232515
--- /dev/null
+++ b/tests/aws/templates/references_to_conditions.yml
@@ -0,0 +1,39 @@
+Parameters:
+  Toggle:
+    Type: String
+
+  ParameterValue:
+    Type: String
+
+Conditions:
+  ShouldDeploy:
+    Fn::Equals:
+      - !Ref Toggle
+      - "yes"
+
+Resources:
+  BaseParameter:
+    # We need a single resource to deploy
+    Type: AWS::SSM::Parameter
+    Properties:
+      Type: String
+      Value: !Ref ParameterValue
+
+  ConditionalParameter:
+    Type: AWS::SSM::Parameter
+    Condition: ShouldDeploy
+    Properties:
+      Type: String
+      Value: !Ref ParameterValue
+
+  AnotherResource:
+    Type: AWS::SSM::Parameter
+    Condition: ShouldDeploy
+    Properties:
+      Type: String
+      Value: !GetAtt ConditionalParameter.Value
+
+Outputs:
+  ConditionalParameterValue:
+    Condition: ShouldDeploy
+    Value: !GetAtt ConditionalParameter.Value

From 495604d5372ecb451fe4e915dad044b9baa0f923 Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Wed, 8 Oct 2025 11:38:54 +0200
Subject: [PATCH 280/697] CI: Update test durations (#13221)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
---
 .test_durations | 10127 +++++++++++++++++++++++-----------------------
 1 file changed, 5143 insertions(+), 4984 deletions(-)

diff --git a/.test_durations b/.test_durations
index e4797f3b37307..084ea1f360468 100644
--- a/.test_durations
+++ b/.test_durations
@@ -1,4986 +1,5145 @@
 {
-  "tests/aws/scenario/bookstore/test_bookstore.py::TestBookstoreApplication::test_lambda_dynamodb": 1.8670082820000005,
-  "tests/aws/scenario/bookstore/test_bookstore.py::TestBookstoreApplication::test_opensearch_crud": 3.362478288000034,
-  "tests/aws/scenario/bookstore/test_bookstore.py::TestBookstoreApplication::test_search_books": 60.64676492600006,
-  "tests/aws/scenario/bookstore/test_bookstore.py::TestBookstoreApplication::test_setup": 90.49064857799996,
-  "tests/aws/scenario/kinesis_firehose/test_kinesis_firehose.py::TestKinesisFirehoseScenario::test_kinesis_firehose_s3": 0.0026975989999868943,
-  "tests/aws/scenario/lambda_destination/test_lambda_destination_scenario.py::TestLambdaDestinationScenario::test_destination_sns": 5.617425776000005,
-  "tests/aws/scenario/lambda_destination/test_lambda_destination_scenario.py::TestLambdaDestinationScenario::test_infra": 12.838282334000041,
-  "tests/aws/scenario/loan_broker/test_loan_broker.py::TestLoanBrokerScenario::test_prefill_dynamodb_table": 30.082416248000015,
-  "tests/aws/scenario/loan_broker/test_loan_broker.py::TestLoanBrokerScenario::test_stepfunctions_input_recipient_list[step_function_input0-SUCCEEDED]": 3.849898365999991,
-  "tests/aws/scenario/loan_broker/test_loan_broker.py::TestLoanBrokerScenario::test_stepfunctions_input_recipient_list[step_function_input1-SUCCEEDED]": 2.880593910000016,
-  "tests/aws/scenario/loan_broker/test_loan_broker.py::TestLoanBrokerScenario::test_stepfunctions_input_recipient_list[step_function_input2-FAILED]": 0.9082103150000194,
-  "tests/aws/scenario/loan_broker/test_loan_broker.py::TestLoanBrokerScenario::test_stepfunctions_input_recipient_list[step_function_input3-FAILED]": 0.6722328980000043,
-  "tests/aws/scenario/loan_broker/test_loan_broker.py::TestLoanBrokerScenario::test_stepfunctions_input_recipient_list[step_function_input4-FAILED]": 1.169786477999935,
-  "tests/aws/scenario/mythical_mysfits/test_mythical_misfits.py::TestMythicalMisfitsScenario::test_deployed_infra_state": 0.0020200559999921097,
-  "tests/aws/scenario/mythical_mysfits/test_mythical_misfits.py::TestMythicalMisfitsScenario::test_populate_data": 0.0017880340000147044,
-  "tests/aws/scenario/mythical_mysfits/test_mythical_misfits.py::TestMythicalMisfitsScenario::test_user_clicks_are_stored": 0.0016162950000193632,
-  "tests/aws/scenario/note_taking/test_note_taking.py::TestNoteTakingScenario::test_notes_rest_api": 4.706982269999969,
-  "tests/aws/scenario/note_taking/test_note_taking.py::TestNoteTakingScenario::test_validate_infra_setup": 32.70136145800001,
-  "tests/aws/services/acm/test_acm.py::TestACM::test_boto_wait_for_certificate_validation": 1.138923955999985,
-  "tests/aws/services/acm/test_acm.py::TestACM::test_certificate_for_subdomain_wildcard": 2.2516514609999945,
-  "tests/aws/services/acm/test_acm.py::TestACM::test_create_certificate_for_multiple_alternative_domains": 11.139171326000053,
-  "tests/aws/services/acm/test_acm.py::TestACM::test_domain_validation": 0.26356249899993145,
-  "tests/aws/services/acm/test_acm.py::TestACM::test_import_certificate": 0.9437043010000252,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiAuthorizer::test_authorizer_crud_no_api": 0.03202481599998919,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiDocumentationPart::test_doc_parts_crud_no_api": 0.03290076100006445,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiDocumentationPart::test_documentation_part_lifecycle": 0.06852134299998625,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiDocumentationPart::test_import_documentation_parts": 0.1231469930000344,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiDocumentationPart::test_invalid_create_documentation_part_operations": 0.03844012099995098,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiDocumentationPart::test_invalid_delete_documentation_part": 0.050741658999982064,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiDocumentationPart::test_invalid_get_documentation_part": 0.04354593499999737,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiDocumentationPart::test_invalid_get_documentation_parts": 0.01455840899990335,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiDocumentationPart::test_invalid_update_documentation_part": 0.05275836799995659,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiMethod::test_method_lifecycle": 0.0721238390000849,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiMethod::test_method_request_parameters": 0.04763634000005368,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiMethod::test_put_method_model": 0.26902770600003123,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiMethod::test_put_method_validation": 0.06719570299998168,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiMethod::test_update_method": 0.06831357900000512,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiMethod::test_update_method_validation": 0.12667047800005093,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiModels::test_model_lifecycle": 0.07122208300006605,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiModels::test_model_validation": 0.09952942699999312,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiModels::test_update_model": 0.07243091800000911,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiRequestValidator::test_create_request_validator_invalid_api_id": 0.015537496000035844,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiRequestValidator::test_invalid_delete_request_validator": 0.04428208799993172,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiRequestValidator::test_invalid_get_request_validator": 0.04397758600003954,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiRequestValidator::test_invalid_get_request_validators": 0.015106426999977884,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiRequestValidator::test_invalid_update_request_validator_operations": 0.06196059400002696,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiRequestValidator::test_request_validator_lifecycle": 0.09111270500000046,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiRequestValidator::test_validators_crud_no_api": 0.03295066999999108,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiResource::test_create_proxy_resource": 0.1184646170000292,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiResource::test_create_proxy_resource_validation": 0.07660090600001013,
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-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiResource::test_update_resource_behaviour": 0.14418074999997543,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiResource::test_update_resource_on_root": 0.03804404999999633,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiRestApi::test_create_rest_api_private_type": 0.029450368000027538,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiRestApi::test_create_rest_api_verify_defaults": 0.08110502099998484,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiRestApi::test_create_rest_api_with_binary_media_types": 0.02529124199998023,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiRestApi::test_create_rest_api_with_endpoint_configuration": 0.09951339100007317,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiRestApi::test_create_rest_api_with_optional_params": 0.0728459620000308,
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-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiRestApi::test_list_and_delete_apis": 0.0858430159999557,
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-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_integration_response_invalid_responsetemplates": 0.0019366310000350495,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_integration_response_invalid_statuscode": 0.03999469699999736,
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-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_integration_response_wrong_method": 0.03831690599997728,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_integration_response_wrong_resource": 0.038120466000066244,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_integration_response_wrong_status_code": 0.04890177100003257,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_lifecycle_integration_response": 0.09245742600000995,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_lifecycle_method_response": 0.09105790899997146,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_put_integration_request_parameter_bool_type": 0.001794055000004846,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_put_integration_response_validation": 0.07534427300004154,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_put_integration_wrong_type": 0.04192926700005728,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_update_method_lack_response_parameters_and_models": 0.07127148000000716,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_update_method_response": 0.06291254900003196,
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_update_method_response_negative_tests": 0.0867831209999963,
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+  "tests/integration/docker_utils/test_docker.py::TestDockerImages::test_commit_image_raises_for_nonexistent_container[CmdDockerClient]": 0.0014590129999305645,
+  "tests/integration/docker_utils/test_docker.py::TestDockerImages::test_commit_image_raises_for_nonexistent_container[SdkDockerClient]": 0.006213016999936372,
+  "tests/integration/docker_utils/test_docker.py::TestDockerImages::test_remove_image_raises_for_nonexistent_image[CmdDockerClient]": 0.0015389430000141147,
+  "tests/integration/docker_utils/test_docker.py::TestDockerImages::test_remove_image_raises_for_nonexistent_image[SdkDockerClient]": 0.005961730000763055,
+  "tests/integration/docker_utils/test_docker.py::TestDockerLabels::test_create_container_with_labels[CmdDockerClient]": 0.0034539109997240303,
+  "tests/integration/docker_utils/test_docker.py::TestDockerLabels::test_create_container_with_labels[SdkDockerClient]": 0.040319997000551666,
+  "tests/integration/docker_utils/test_docker.py::TestDockerLabels::test_get_container_stats[CmdDockerClient]": 0.0014096620002419513,
+  "tests/integration/docker_utils/test_docker.py::TestDockerLabels::test_get_container_stats[SdkDockerClient]": 1.2273794510001608,
+  "tests/integration/docker_utils/test_docker.py::TestDockerLabels::test_list_containers_with_labels[CmdDockerClient]": 0.0014256220001698239,
+  "tests/integration/docker_utils/test_docker.py::TestDockerLabels::test_list_containers_with_labels[SdkDockerClient]": 0.20573961799937024,
+  "tests/integration/docker_utils/test_docker.py::TestDockerLabels::test_run_container_with_labels[CmdDockerClient]": 0.0015288820000023406,
+  "tests/integration/docker_utils/test_docker.py::TestDockerLabels::test_run_container_with_labels[SdkDockerClient]": 0.20969910099938716,
+  "tests/integration/docker_utils/test_docker.py::TestDockerLogging::test_docker_logging_fluentbit[CmdDockerClient]": 0.0014608890000999963,
+  "tests/integration/docker_utils/test_docker.py::TestDockerLogging::test_docker_logging_fluentbit[SdkDockerClient]": 5.811885718999747,
+  "tests/integration/docker_utils/test_docker.py::TestDockerLogging::test_docker_logging_none_disables_logs[CmdDockerClient]": 0.0033854499997687526,
+  "tests/integration/docker_utils/test_docker.py::TestDockerLogging::test_docker_logging_none_disables_logs[SdkDockerClient]": 0.2022555979997378,
+  "tests/integration/docker_utils/test_docker.py::TestDockerNetworking::test_connect_container_to_network[CmdDockerClient]": 0.001530227000330342,
+  "tests/integration/docker_utils/test_docker.py::TestDockerNetworking::test_connect_container_to_network[SdkDockerClient]": 0.5343384399998286,
+  "tests/integration/docker_utils/test_docker.py::TestDockerNetworking::test_connect_container_to_network_with_alias_and_disconnect[CmdDockerClient]": 0.0071732639999027015,
+  "tests/integration/docker_utils/test_docker.py::TestDockerNetworking::test_connect_container_to_network_with_alias_and_disconnect[SdkDockerClient]": 0.814026749000277,
+  "tests/integration/docker_utils/test_docker.py::TestDockerNetworking::test_connect_container_to_network_with_link_local_address[CmdDockerClient]": 0.0014604560001316713,
+  "tests/integration/docker_utils/test_docker.py::TestDockerNetworking::test_connect_container_to_network_with_link_local_address[SdkDockerClient]": 0.17843500500021037,
+  "tests/integration/docker_utils/test_docker.py::TestDockerNetworking::test_connect_container_to_nonexistent_network[CmdDockerClient]": 0.0015080250004757545,
+  "tests/integration/docker_utils/test_docker.py::TestDockerNetworking::test_connect_container_to_nonexistent_network[SdkDockerClient]": 0.20054101499999888,
+  "tests/integration/docker_utils/test_docker.py::TestDockerNetworking::test_connect_nonexistent_container_to_network[CmdDockerClient]": 0.014571857000191812,
+  "tests/integration/docker_utils/test_docker.py::TestDockerNetworking::test_connect_nonexistent_container_to_network[SdkDockerClient]": 0.16719234900028823,
+  "tests/integration/docker_utils/test_docker.py::TestDockerNetworking::test_disconnect_container_from_nonexistent_network[CmdDockerClient]": 0.0015210900000965921,
+  "tests/integration/docker_utils/test_docker.py::TestDockerNetworking::test_disconnect_container_from_nonexistent_network[SdkDockerClient]": 0.23906621800051653,
+  "tests/integration/docker_utils/test_docker.py::TestDockerNetworking::test_disconnect_nonexistent_container_from_network[CmdDockerClient]": 0.002241689000129554,
+  "tests/integration/docker_utils/test_docker.py::TestDockerNetworking::test_disconnect_nonexistent_container_from_network[SdkDockerClient]": 0.1576368050000383,
+  "tests/integration/docker_utils/test_docker.py::TestDockerNetworking::test_docker_sdk_no_retries": 0.13170184200043877,
+  "tests/integration/docker_utils/test_docker.py::TestDockerNetworking::test_docker_sdk_retries_after_init": 1.2779327209996154,
+  "tests/integration/docker_utils/test_docker.py::TestDockerNetworking::test_docker_sdk_retries_on_init": 1.1406676540000262,
+  "tests/integration/docker_utils/test_docker.py::TestDockerNetworking::test_docker_sdk_timeout_seconds": 0.021520688999771664,
+  "tests/integration/docker_utils/test_docker.py::TestDockerNetworking::test_get_container_ip_with_network[CmdDockerClient]": 0.0015078350002113439,
+  "tests/integration/docker_utils/test_docker.py::TestDockerNetworking::test_get_container_ip_with_network[SdkDockerClient]": 0.37259845500057054,
+  "tests/integration/docker_utils/test_docker.py::TestDockerNetworking::test_network_lifecycle[CmdDockerClient]": 0.0033505329997751687,
+  "tests/integration/docker_utils/test_docker.py::TestDockerNetworking::test_network_lifecycle[SdkDockerClient]": 0.1867143410004246,
+  "tests/integration/docker_utils/test_docker.py::TestDockerNetworking::test_set_container_workdir[CmdDockerClient]": 0.0014463099996646633,
+  "tests/integration/docker_utils/test_docker.py::TestDockerNetworking::test_set_container_workdir[SdkDockerClient]": 0.23435144599989144,
+  "tests/integration/docker_utils/test_docker.py::TestDockerPermissions::test_container_with_cap_add[CmdDockerClient]": 0.004714934999810794,
+  "tests/integration/docker_utils/test_docker.py::TestDockerPermissions::test_container_with_cap_add[SdkDockerClient]": 0.41643684400014536,
+  "tests/integration/docker_utils/test_docker.py::TestDockerPermissions::test_container_with_cap_drop[CmdDockerClient]": 0.0019246319998273975,
+  "tests/integration/docker_utils/test_docker.py::TestDockerPermissions::test_container_with_cap_drop[SdkDockerClient]": 0.391863383999862,
+  "tests/integration/docker_utils/test_docker.py::TestDockerPermissions::test_container_with_sec_opt[CmdDockerClient]": 0.001962873000138643,
+  "tests/integration/docker_utils/test_docker.py::TestDockerPermissions::test_container_with_sec_opt[SdkDockerClient]": 0.032850023999799305,
+  "tests/integration/docker_utils/test_docker.py::TestDockerPorts::test_container_port_can_be_bound[CmdDockerClient-None]": 0.001393712999743002,
+  "tests/integration/docker_utils/test_docker.py::TestDockerPorts::test_container_port_can_be_bound[CmdDockerClient-tcp]": 0.0015041299998301838,
+  "tests/integration/docker_utils/test_docker.py::TestDockerPorts::test_container_port_can_be_bound[CmdDockerClient-udp]": 0.0014287780004451633,
+  "tests/integration/docker_utils/test_docker.py::TestDockerPorts::test_container_port_can_be_bound[SdkDockerClient-None]": 1.4859149109997816,
+  "tests/integration/docker_utils/test_docker.py::TestDockerPorts::test_container_port_can_be_bound[SdkDockerClient-tcp]": 1.498148060999938,
+  "tests/integration/docker_utils/test_docker.py::TestDockerPorts::test_container_port_can_be_bound[SdkDockerClient-udp]": 1.501350339000055,
+  "tests/integration/docker_utils/test_docker.py::TestDockerPorts::test_reserve_container_port[CmdDockerClient-None]": 0.0034080430004905793,
+  "tests/integration/docker_utils/test_docker.py::TestDockerPorts::test_reserve_container_port[CmdDockerClient-tcp]": 0.0014754959997844708,
+  "tests/integration/docker_utils/test_docker.py::TestDockerPorts::test_reserve_container_port[CmdDockerClient-udp]": 0.0014989800001785625,
+  "tests/integration/docker_utils/test_docker.py::TestDockerPorts::test_reserve_container_port[SdkDockerClient-None]": 2.7217243439999947,
+  "tests/integration/docker_utils/test_docker.py::TestDockerPorts::test_reserve_container_port[SdkDockerClient-tcp]": 2.6387296500001867,
+  "tests/integration/docker_utils/test_docker.py::TestDockerPorts::test_reserve_container_port[SdkDockerClient-udp]": 2.901062312999784,
+  "tests/integration/docker_utils/test_docker.py::TestRunWithAdditionalArgs::test_run_with_additional_arguments[CmdDockerClient]": 0.0033752079998521367,
+  "tests/integration/docker_utils/test_docker.py::TestRunWithAdditionalArgs::test_run_with_additional_arguments[SdkDockerClient]": 0.3787502280001718,
+  "tests/integration/docker_utils/test_docker.py::TestRunWithAdditionalArgs::test_run_with_additional_arguments_add_dns[CmdDockerClient-False]": 0.0015056309998726647,
+  "tests/integration/docker_utils/test_docker.py::TestRunWithAdditionalArgs::test_run_with_additional_arguments_add_dns[CmdDockerClient-True]": 0.0015315490004468302,
+  "tests/integration/docker_utils/test_docker.py::TestRunWithAdditionalArgs::test_run_with_additional_arguments_add_dns[SdkDockerClient-False]": 0.13489488100003655,
+  "tests/integration/docker_utils/test_docker.py::TestRunWithAdditionalArgs::test_run_with_additional_arguments_add_dns[SdkDockerClient-True]": 0.12092069500022262,
+  "tests/integration/docker_utils/test_docker.py::TestRunWithAdditionalArgs::test_run_with_additional_arguments_add_host[CmdDockerClient]": 0.0014564589996552968,
+  "tests/integration/docker_utils/test_docker.py::TestRunWithAdditionalArgs::test_run_with_additional_arguments_add_host[SdkDockerClient]": 0.20942816699971445,
+  "tests/integration/docker_utils/test_docker.py::TestRunWithAdditionalArgs::test_run_with_additional_arguments_env_files[CmdDockerClient]": 0.0014950600002521242,
+  "tests/integration/docker_utils/test_docker.py::TestRunWithAdditionalArgs::test_run_with_additional_arguments_env_files[SdkDockerClient]": 0.7517742690001796,
+  "tests/integration/docker_utils/test_docker.py::TestRunWithAdditionalArgs::test_run_with_additional_arguments_random_port[CmdDockerClient]": 0.0014962740001465136,
+  "tests/integration/docker_utils/test_docker.py::TestRunWithAdditionalArgs::test_run_with_additional_arguments_random_port[SdkDockerClient]": 0.42006964999973206,
+  "tests/integration/docker_utils/test_docker.py::TestRunWithAdditionalArgs::test_run_with_ulimit[CmdDockerClient]": 0.0015056209995236713,
+  "tests/integration/docker_utils/test_docker.py::TestRunWithAdditionalArgs::test_run_with_ulimit[SdkDockerClient]": 0.17939532899981714,
+  "tests/integration/services/test_internal.py::TestHealthResource::test_get": 0.019109316000140097,
+  "tests/integration/services/test_internal.py::TestHealthResource::test_head": 0.015374293999229849,
+  "tests/integration/services/test_internal.py::TestInfoEndpoint::test_get": 0.040711614999963786,
+  "tests/integration/services/test_internal.py::TestInitScriptsResource::test_query_individual_stage_completed[boot-True]": 0.023648329000025115,
+  "tests/integration/services/test_internal.py::TestInitScriptsResource::test_query_individual_stage_completed[ready-True]": 0.020980114999929356,
+  "tests/integration/services/test_internal.py::TestInitScriptsResource::test_query_individual_stage_completed[shutdown-False]": 0.020283478000237665,
+  "tests/integration/services/test_internal.py::TestInitScriptsResource::test_query_individual_stage_completed[start-True]": 0.020978761999685958,
+  "tests/integration/services/test_internal.py::TestInitScriptsResource::test_query_nonexisting_stage": 0.021183413000017026,
+  "tests/integration/services/test_internal.py::TestInitScriptsResource::test_stages_have_completed": 2.782768469000075,
+  "tests/integration/test_config_endpoint.py::test_config_endpoint": 0.039892633000363276,
+  "tests/integration/test_config_service.py::TestConfigService::test_put_configuration_recorder": 0.18140216099982354,
+  "tests/integration/test_config_service.py::TestConfigService::test_put_delivery_channel": 0.1813844190000964,
+  "tests/integration/test_forwarder.py::test_forwarding_fallback_dispatcher": 0.007053050999729749,
+  "tests/integration/test_forwarder.py::test_forwarding_fallback_dispatcher_avoid_fallback": 0.004772130000219477,
+  "tests/integration/test_security.py::TestCSRF::test_CSRF": 0.11712493000004542,
+  "tests/integration/test_security.py::TestCSRF::test_additional_allowed_origins": 0.020309886999712035,
+  "tests/integration/test_security.py::TestCSRF::test_cors_apigw_not_applied": 0.09949914299977536,
+  "tests/integration/test_security.py::TestCSRF::test_cors_s3_override": 0.13386974199966062,
+  "tests/integration/test_security.py::TestCSRF::test_default_cors_headers": 0.013950815000043804,
+  "tests/integration/test_security.py::TestCSRF::test_disable_cors_checks": 0.021486006999566598,
+  "tests/integration/test_security.py::TestCSRF::test_disable_cors_headers": 0.02481705400032297,
+  "tests/integration/test_security.py::TestCSRF::test_internal_route_cors_headers[/_localstack/health]": 0.012596867999945971,
+  "tests/integration/test_security.py::TestCSRF::test_no_cors_without_origin_header": 0.01330875300027401,
+  "tests/integration/test_stores.py::test_nonstandard_regions": 0.13026484700048968,
+  "tests/integration/utils/test_diagnose.py::test_diagnose_resource": 0.25306075800017425
 }

From 9af24646ff9b72c3f8a2f2f4fd426d1e14a54b14 Mon Sep 17 00:00:00 2001
From: Bernhard Matyas <90144234+baermat@users.noreply.github.com>
Date: Wed, 8 Oct 2025 12:30:45 +0200
Subject: [PATCH 281/697] SNS: Fix multi-region test (#13240)

---
 tests/aws/services/sns/test_sns.py            | 34 ++++++++++++-------
 tests/aws/services/sns/test_sns.snapshot.json | 18 +++++-----
 .../aws/services/sns/test_sns.validation.json |  8 ++---
 3 files changed, 34 insertions(+), 26 deletions(-)

diff --git a/tests/aws/services/sns/test_sns.py b/tests/aws/services/sns/test_sns.py
index 5548a34c0e03e..d362dbb7956e4 100644
--- a/tests/aws/services/sns/test_sns.py
+++ b/tests/aws/services/sns/test_sns.py
@@ -17,6 +17,7 @@
 from cryptography import x509
 from cryptography.hazmat.primitives import hashes
 from cryptography.hazmat.primitives.asymmetric import padding
+from localstack_snapshot.snapshots.transformer import RegexTransformer
 from pytest_httpserver import HTTPServer
 from werkzeug import Response
 
@@ -398,24 +399,31 @@ def test_create_topic_name_constraints(self, snapshot, sns_create_topic):
             "$..Attributes.DeliveryPolicy",
         ],
     )
-    def test_create_topic_in_multiple_regions(self, aws_client, aws_client_factory, snapshot):
+    def test_create_topic_in_multiple_regions(
+        self, aws_client, aws_client_factory, snapshot, region_name, secondary_region_name
+    ):
         topic_name = f"multiregion-{short_uid()}"
+        snapshot.add_transformer(RegexTransformer(region_name, "<region-primary>"))
+        snapshot.add_transformer(RegexTransformer(secondary_region_name, "<region-secondary>"))
 
-        # us-east-1
-        sns_east = aws_client_factory(region_name="us-east-1").sns
-        arn_east = sns_east.create_topic(Name=topic_name)["TopicArn"]
+        sns_primary_region = aws_client_factory(region_name=region_name).sns
+        topic_arn_primary_region = sns_primary_region.create_topic(Name=topic_name)["TopicArn"]
 
-        # us-west-2
-        sns_west = aws_client_factory(region_name="us-west-1").sns
-        arn_west = sns_west.create_topic(Name=topic_name)["TopicArn"]
+        sns_secondary_region = aws_client_factory(region_name=secondary_region_name).sns
+        topic_arn_secondary_region = sns_secondary_region.create_topic(Name=topic_name)["TopicArn"]
 
-        list_east_response = sns_east.list_topics()
-        snapshot.match("list-east", list_east_response)
-        list_west_response = sns_west.list_topics()
-        snapshot.match("list-west", list_west_response)
+        list_topics_primary = sns_primary_region.list_topics()
+        snapshot.match("list-primary", list_topics_primary)
+        list_topics_secondary = sns_secondary_region.list_topics()
+        snapshot.match("list-secondary", list_topics_secondary)
 
-        snapshot.match("topic-east", sns_east.get_topic_attributes(TopicArn=arn_east))
-        snapshot.match("topic-west", sns_west.get_topic_attributes(TopicArn=arn_west))
+        snapshot.match(
+            "topic-east", sns_primary_region.get_topic_attributes(TopicArn=topic_arn_primary_region)
+        )
+        snapshot.match(
+            "topic-west",
+            sns_secondary_region.get_topic_attributes(TopicArn=topic_arn_secondary_region),
+        )
 
     @markers.aws.validated
     def test_list_topic_paging(self, aws_client, sns_create_topic):
diff --git a/tests/aws/services/sns/test_sns.snapshot.json b/tests/aws/services/sns/test_sns.snapshot.json
index 9c8bb7e63ea4d..b6e1abd9e3f68 100644
--- a/tests/aws/services/sns/test_sns.snapshot.json
+++ b/tests/aws/services/sns/test_sns.snapshot.json
@@ -5601,12 +5601,12 @@
     }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSTopicCrudV2::test_create_topic_in_multiple_regions": {
-    "recorded-date": "29-09-2025, 11:34:38",
+    "recorded-date": "08-10-2025, 08:54:10",
     "recorded-content": {
-      "list-east": {
+      "list-primary": {
         "Topics": [
           {
-            "TopicArn": "arn:<partition>:sns:<region>:111111111111:<resource:1>"
+            "TopicArn": "arn:<partition>:sns:<region-primary>:111111111111:<resource:1>"
           }
         ],
         "ResponseMetadata": {
@@ -5614,10 +5614,10 @@
           "HTTPStatusCode": 200
         }
       },
-      "list-west": {
+      "list-secondary": {
         "Topics": [
           {
-            "TopicArn": "arn:<partition>:sns:us-west-1:111111111111:<resource:1>"
+            "TopicArn": "arn:<partition>:sns:<region-secondary>:111111111111:<resource:1>"
           }
         ],
         "ResponseMetadata": {
@@ -5666,7 +5666,7 @@
                   "SNS:ListSubscriptionsByTopic",
                   "SNS:Publish"
                 ],
-                "Resource": "arn:<partition>:sns:<region>:111111111111:<resource:1>",
+                "Resource": "arn:<partition>:sns:<region-primary>:111111111111:<resource:1>",
                 "Condition": {
                   "StringEquals": {
                     "AWS:SourceOwner": "111111111111"
@@ -5678,7 +5678,7 @@
           "SubscriptionsConfirmed": "0",
           "SubscriptionsDeleted": "0",
           "SubscriptionsPending": "0",
-          "TopicArn": "arn:<partition>:sns:<region>:111111111111:<resource:1>"
+          "TopicArn": "arn:<partition>:sns:<region-primary>:111111111111:<resource:1>"
         },
         "ResponseMetadata": {
           "HTTPHeaders": {},
@@ -5726,7 +5726,7 @@
                   "SNS:ListSubscriptionsByTopic",
                   "SNS:Publish"
                 ],
-                "Resource": "arn:<partition>:sns:us-west-1:111111111111:<resource:1>",
+                "Resource": "arn:<partition>:sns:<region-secondary>:111111111111:<resource:1>",
                 "Condition": {
                   "StringEquals": {
                     "AWS:SourceOwner": "111111111111"
@@ -5738,7 +5738,7 @@
           "SubscriptionsConfirmed": "0",
           "SubscriptionsDeleted": "0",
           "SubscriptionsPending": "0",
-          "TopicArn": "arn:<partition>:sns:us-west-1:111111111111:<resource:1>"
+          "TopicArn": "arn:<partition>:sns:<region-secondary>:111111111111:<resource:1>"
         },
         "ResponseMetadata": {
           "HTTPHeaders": {},
diff --git a/tests/aws/services/sns/test_sns.validation.json b/tests/aws/services/sns/test_sns.validation.json
index 2a0072664a300..86c5f816e717e 100644
--- a/tests/aws/services/sns/test_sns.validation.json
+++ b/tests/aws/services/sns/test_sns.validation.json
@@ -306,12 +306,12 @@
     "last_validated_date": "2024-10-03T21:46:17+00:00"
   },
   "tests/aws/services/sns/test_sns.py::TestSNSTopicCrudV2::test_create_topic_in_multiple_regions": {
-    "last_validated_date": "2025-09-29T11:34:38+00:00",
+    "last_validated_date": "2025-10-08T08:54:10+00:00",
     "durations_in_seconds": {
-      "setup": 1.06,
-      "call": 3.66,
+      "setup": 1.29,
+      "call": 5.7,
       "teardown": 0.01,
-      "total": 4.73
+      "total": 7.0
     }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSTopicCrudV2::test_create_topic_name_constraints": {

From b2694a83f8860572cb4cb87e041bd6d14b4ad957 Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Wed, 8 Oct 2025 14:15:29 +0200
Subject: [PATCH 282/697] APIGW: fix Integration connectionId not being
 returned (#13233)

---
 .../services/apigateway/legacy/provider.py    | 31 ++++++++-
 .../apigateway/test_apigateway_api.py         | 60 +++++++++++++++++
 .../test_apigateway_api.snapshot.json         | 65 +++++++++++++++++++
 .../test_apigateway_api.validation.json       |  9 +++
 4 files changed, 163 insertions(+), 2 deletions(-)

diff --git a/localstack-core/localstack/services/apigateway/legacy/provider.py b/localstack-core/localstack/services/apigateway/legacy/provider.py
index 31b42e6e171fe..4a0d1ff792fc8 100644
--- a/localstack-core/localstack/services/apigateway/legacy/provider.py
+++ b/localstack-core/localstack/services/apigateway/legacy/provider.py
@@ -2054,6 +2054,20 @@ def get_integration(
             for integration_response in integration_responses.values():
                 remove_empty_attributes_from_integration_response(integration_response)
 
+        if response.get("connectionType") == "VPC_LINK":
+            # FIXME: this is hacky to workaround moto not saving the VPC Link `connectionId`
+            # only do this internal check of Moto if the integration is of VPC_LINK type
+            moto_rest_api = get_moto_rest_api(context=context, rest_api_id=rest_api_id)
+            try:
+                method = moto_rest_api.resources[resource_id].resource_methods[http_method]
+                integration = method.method_integration
+                if connection_id := getattr(integration, "connection_id", None):
+                    response["connectionId"] = connection_id
+
+            except (AttributeError, KeyError):
+                # this error should have been caught by `call_moto`
+                pass
+
         return response
 
     def put_integration(
@@ -2108,6 +2122,7 @@ def put_integration(
         moto_request.setdefault("timeoutInMillis", 29000)
         if integration_type in (IntegrationType.HTTP, IntegrationType.HTTP_PROXY):
             moto_request.setdefault("connectionType", ConnectionType.INTERNET)
+
         response = call_moto_with_request(context, moto_request)
         remove_empty_attributes_from_integration(integration=response)
 
@@ -2115,6 +2130,13 @@ def put_integration(
         if integration_type == "MOCK":
             response.pop("uri", None)
 
+        # TODO: moto does not save the connection_id
+        elif moto_request.get("connectionType") == "VPC_LINK":
+            connection_id = moto_request.get("connectionId", "")
+            # attach the connection id to the moto object
+            method.method_integration.connection_id = connection_id
+            response["connectionId"] = connection_id
+
         return response
 
     def update_integration(
@@ -2136,6 +2158,7 @@ def update_integration(
             raise NotFoundException("Invalid Integration identifier specified")
 
         integration = method.method_integration
+        # TODO: validate the patch operations
         patch_api_gateway_entity(integration, patch_operations)
 
         # fix data types
@@ -2144,8 +2167,12 @@ def update_integration(
         if skip_verification := (integration.tls_config or {}).get("insecureSkipVerification"):
             integration.tls_config["insecureSkipVerification"] = str_to_bool(skip_verification)
 
-        integration_dict: Integration = integration.to_json()
-        return integration_dict
+        response: Integration = integration.to_json()
+
+        if connection_id := getattr(integration, "connection_id", None):
+            response["connectionId"] = connection_id
+
+        return response
 
     def delete_integration(
         self,
diff --git a/tests/aws/services/apigateway/test_apigateway_api.py b/tests/aws/services/apigateway/test_apigateway_api.py
index 3a7887df4080e..5b28841385788 100644
--- a/tests/aws/services/apigateway/test_apigateway_api.py
+++ b/tests/aws/services/apigateway/test_apigateway_api.py
@@ -4098,3 +4098,63 @@ def test_lifecycle_method_response(self, aws_client, apigw_create_rest_api, snap
             statusCode="200",
         )
         snapshot.match("delete-method-response", delete_response)
+
+    @markers.aws.validated
+    def test_create_integration_with_vpc_link(
+        self, create_rest_apigw, aws_client, snapshot, region_name
+    ):
+        """
+        We cannot properly validate the CRUD logic of creating VPC Link, as they require an ELB Network Load Balancer
+        which are not implemented yet. But we can use stage variables to delay the evaluation of the real connection id
+        """
+        snapshot.add_transformer(snapshot.transform.key_value("cacheNamespace"))
+        rest_api_id, _, root_resource_id = create_rest_apigw(name="test vpc link")
+
+        aws_client.apigateway.put_method(
+            restApiId=rest_api_id,
+            resourceId=root_resource_id,
+            httpMethod="GET",
+            authorizationType="NONE",
+        )
+
+        # see example here:
+        # https://docs.aws.amazon.com/apigateway/latest/developerguide/set-up-api-with-vpclink-cli.html
+        put_integration = aws_client.apigateway.put_integration(
+            restApiId=rest_api_id,
+            resourceId=root_resource_id,
+            httpMethod="GET",
+            type="HTTP_PROXY",
+            uri=f"http://my-vpclink-test-nlb-1234567890abcdef.{region_name}.amazonaws.com",
+            integrationHttpMethod="GET",
+            connectionType="VPC_LINK",
+            connectionId="${stageVariables.vpcLinkId}",
+        )
+        snapshot.match("put-integration-vpc-link", put_integration)
+
+        get_integration = aws_client.apigateway.get_integration(
+            restApiId=rest_api_id,
+            resourceId=root_resource_id,
+            httpMethod="GET",
+        )
+        snapshot.match("get-integration-vpc-link", get_integration)
+
+        update_integration = aws_client.apigateway.update_integration(
+            restApiId=rest_api_id,
+            resourceId=root_resource_id,
+            httpMethod="GET",
+            patchOperations=[
+                {
+                    "op": "replace",
+                    "path": "/connectionId",
+                    "value": "${stageVariables.vpcLinkIdBeta}",
+                }
+            ],
+        )
+        snapshot.match("update-integration-vpc-link", update_integration)
+
+        get_integration_update = aws_client.apigateway.get_integration(
+            restApiId=rest_api_id,
+            resourceId=root_resource_id,
+            httpMethod="GET",
+        )
+        snapshot.match("get-integration-update-vpc-link", get_integration_update)
diff --git a/tests/aws/services/apigateway/test_apigateway_api.snapshot.json b/tests/aws/services/apigateway/test_apigateway_api.snapshot.json
index 84b358853287f..38e29d6ab8750 100644
--- a/tests/aws/services/apigateway/test_apigateway_api.snapshot.json
+++ b/tests/aws/services/apigateway/test_apigateway_api.snapshot.json
@@ -4908,5 +4908,70 @@
         }
       }
     }
+  },
+  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_create_integration_with_vpc_link": {
+    "recorded-date": "08-10-2025, 09:05:56",
+    "recorded-content": {
+      "put-integration-vpc-link": {
+        "cacheKeyParameters": [],
+        "cacheNamespace": "<cache-namespace:1>",
+        "connectionId": "${stageVariables.vpcLinkId}",
+        "connectionType": "VPC_LINK",
+        "httpMethod": "GET",
+        "passthroughBehavior": "WHEN_NO_MATCH",
+        "timeoutInMillis": 29000,
+        "type": "HTTP_PROXY",
+        "uri": "http://my-vpclink-test-nlb-1234567890abcdef.<region>.amazonaws.com",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 201
+        }
+      },
+      "get-integration-vpc-link": {
+        "cacheKeyParameters": [],
+        "cacheNamespace": "<cache-namespace:1>",
+        "connectionId": "${stageVariables.vpcLinkId}",
+        "connectionType": "VPC_LINK",
+        "httpMethod": "GET",
+        "passthroughBehavior": "WHEN_NO_MATCH",
+        "timeoutInMillis": 29000,
+        "type": "HTTP_PROXY",
+        "uri": "http://my-vpclink-test-nlb-1234567890abcdef.<region>.amazonaws.com",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "update-integration-vpc-link": {
+        "cacheKeyParameters": [],
+        "cacheNamespace": "<cache-namespace:1>",
+        "connectionId": "${stageVariables.vpcLinkIdBeta}",
+        "connectionType": "VPC_LINK",
+        "httpMethod": "GET",
+        "passthroughBehavior": "WHEN_NO_MATCH",
+        "timeoutInMillis": 29000,
+        "type": "HTTP_PROXY",
+        "uri": "http://my-vpclink-test-nlb-1234567890abcdef.<region>.amazonaws.com",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "get-integration-update-vpc-link": {
+        "cacheKeyParameters": [],
+        "cacheNamespace": "<cache-namespace:1>",
+        "connectionId": "${stageVariables.vpcLinkIdBeta}",
+        "connectionType": "VPC_LINK",
+        "httpMethod": "GET",
+        "passthroughBehavior": "WHEN_NO_MATCH",
+        "timeoutInMillis": 29000,
+        "type": "HTTP_PROXY",
+        "uri": "http://my-vpclink-test-nlb-1234567890abcdef.<region>.amazonaws.com",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/apigateway/test_apigateway_api.validation.json b/tests/aws/services/apigateway/test_apigateway_api.validation.json
index a21557799c53f..74e2afd067d5b 100644
--- a/tests/aws/services/apigateway/test_apigateway_api.validation.json
+++ b/tests/aws/services/apigateway/test_apigateway_api.validation.json
@@ -245,6 +245,15 @@
   "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayGatewayResponse::test_update_gateway_response": {
     "last_validated_date": "2024-04-15T20:47:11+00:00"
   },
+  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_create_integration_with_vpc_link": {
+    "last_validated_date": "2025-10-08T09:05:56+00:00",
+    "durations_in_seconds": {
+      "setup": 0.84,
+      "call": 1.59,
+      "teardown": 0.63,
+      "total": 3.06
+    }
+  },
   "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_delete_integration_response_errors": {
     "last_validated_date": "2025-08-21T17:53:19+00:00",
     "durations_in_seconds": {

From 0943c36c8da192917c395692af1a6fe216654dd0 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Cristopher=20Pinz=C3=B3n?=
 <18080804+pinzon@users.noreply.github.com>
Date: Wed, 8 Oct 2025 12:44:18 -0500
Subject: [PATCH 283/697] CFN: add support for passing objects in GetAtt
 (#13206)

---
 .../cloudformation/engine/v2/change_set_model_preproc.py  | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
index e90b1ef8c85a7..d396237c8b4d6 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
@@ -276,10 +276,10 @@ def _deployed_property_value_of(
         property_value: Any | None = get_value_from_path(properties, property_name)
 
         if property_value:
-            if not isinstance(property_value, (str, list)):
-                # TODO: is this correct? If there is a bug in the logic here, it's probably
-                #  better to know about it with a clear error message than to receive some form
-                #  of message about trying to use a dictionary in place of a string
+            if not isinstance(property_value, (str, list, dict)):
+                # Str: Standard expected type. TODO validate bools and numbers
+                # List: Multiple resource types can return a list of values e.g. AWS::EC2::VPC.
+                # Dict: Custom resources in CloudFormation can return arbitrary data structures.
                 raise RuntimeError(
                     f"Accessing property '{property_name}' from '{resource_logical_id}' resulted in a non-string value nor list"
                 )

From c2e408c2bddf880933696efbcedf24bf5bdb1105 Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Wed, 8 Oct 2025 18:48:11 +0100
Subject: [PATCH 284/697] CFn: handle get_template_summary of failed stack
 deploy (#13239)

---
 .../services/cloudformation/v2/provider.py    | 17 +++++---
 .../cloudformation/api/test_templates.py      | 37 ++++++++++++++++
 .../api/test_templates.snapshot.json          | 43 +++++++++++++++++++
 .../api/test_templates.validation.json        | 18 ++++++++
 4 files changed, 108 insertions(+), 7 deletions(-)

diff --git a/localstack-core/localstack/services/cloudformation/v2/provider.py b/localstack-core/localstack/services/cloudformation/v2/provider.py
index 85bcb3d84d191..d135fb60cd9e6 100644
--- a/localstack-core/localstack/services/cloudformation/v2/provider.py
+++ b/localstack-core/localstack/services/cloudformation/v2/provider.py
@@ -624,6 +624,11 @@ def _run(*args):
             result = change_set_executor.execute()
             change_set.stack.resolved_parameters = change_set.resolved_parameters
             change_set.stack.resolved_resources = result.resources
+            change_set.stack.template = change_set.template
+            change_set.stack.processed_template = change_set.processed_template
+            change_set.stack.template_body = change_set.template_body
+            change_set.stack.description = change_set.template.get("Description")
+
             if not result.failure_message:
                 new_stack_status = StackStatus.UPDATE_COMPLETE
                 if change_set.change_set_type == ChangeSetType.CREATE:
@@ -638,13 +643,6 @@ def _run(*args):
                         change_set.stack.resolved_exports[export_name] = output["OutputValue"]
 
                 change_set.stack.change_set_id = change_set.change_set_id
-
-                # if the deployment succeeded, update the stack's template representation to that
-                # which was just deployed
-                change_set.stack.template = change_set.template
-                change_set.stack.description = change_set.template.get("Description")
-                change_set.stack.processed_template = change_set.processed_template
-                change_set.stack.template_body = change_set.template_body
             else:
                 LOG.error(
                     "Execute change set failed: %s",
@@ -1428,6 +1426,11 @@ def get_template_summary(
             template = template_preparer.parse_template(template_body)
 
         id_summaries = defaultdict(list)
+        if "Resources" not in template:
+            raise ValidationError(
+                "Template format error: At least one Resources member must be defined."
+            )
+
         for resource_id, resource in template["Resources"].items():
             res_type = resource["Type"]
             id_summaries[res_type].append(resource_id)
diff --git a/tests/aws/services/cloudformation/api/test_templates.py b/tests/aws/services/cloudformation/api/test_templates.py
index e478ef54a3c4c..cf15c61588810 100644
--- a/tests/aws/services/cloudformation/api/test_templates.py
+++ b/tests/aws/services/cloudformation/api/test_templates.py
@@ -8,6 +8,7 @@
 from tests.aws.services.cloudformation.conftest import skip_if_legacy_engine
 
 from localstack.testing.pytest import markers
+from localstack.testing.pytest.fixtures import StackDeployError
 from localstack.utils.common import load_file
 from localstack.utils.strings import short_uid, to_bytes
 
@@ -68,6 +69,42 @@ def test_get_template_summary_non_executed_change_set(aws_client, snapshot, clea
     snapshot.match("error", exc_info.value.response)
 
 
+@markers.aws.validated
+@skip_if_legacy_engine()
+def test_get_template_summary_no_resources(aws_client, snapshot):
+    with pytest.raises(ClientError) as exc_info:
+        aws_client.cloudformation.get_template_summary(TemplateBody="{}")
+    snapshot.match("error", exc_info.value.response)
+
+
+@markers.aws.validated
+@markers.snapshot.skip_snapshot_verify(
+    paths=["$..ResourceIdentifierSummaries..ResourceIdentifiers"]
+)
+@skip_if_legacy_engine()
+def test_get_template_summary_failed_stack(deploy_cfn_template, aws_client, snapshot):
+    snapshot.add_transformer(snapshot.transform.cloudformation_api())
+
+    template = {
+        "Resources": {
+            "MyParameter": {
+                "Type": "AWS::SSM::Parameter",
+                "Properties": {
+                    "Type": "String",
+                    # Note: missing Value parameter so the resource provider should fail
+                },
+            },
+        },
+    }
+
+    stack_name = f"stack-{short_uid()}"
+    with pytest.raises(StackDeployError):
+        deploy_cfn_template(template=json.dumps(template), stack_name=stack_name)
+
+    summary = aws_client.cloudformation.get_template_summary(StackName=stack_name)
+    snapshot.match("template-summary", summary)
+
+
 @markers.aws.validated
 @pytest.mark.parametrize("url_style", ["s3_url", "http_path", "http_host", "http_invalid"])
 def test_create_stack_from_s3_template_url(
diff --git a/tests/aws/services/cloudformation/api/test_templates.snapshot.json b/tests/aws/services/cloudformation/api/test_templates.snapshot.json
index 307f2faf91ee4..1b494587a1bd0 100644
--- a/tests/aws/services/cloudformation/api/test_templates.snapshot.json
+++ b/tests/aws/services/cloudformation/api/test_templates.snapshot.json
@@ -200,5 +200,48 @@
         }
       }
     }
+  },
+  "tests/aws/services/cloudformation/api/test_templates.py::test_get_template_summary_no_resources": {
+    "recorded-date": "07-10-2025, 22:28:52",
+    "recorded-content": {
+      "error": {
+        "Error": {
+          "Code": "ValidationError",
+          "Message": "Template format error: At least one Resources member must be defined.",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/cloudformation/api/test_templates.py::test_get_template_summary_failed_stack": {
+    "recorded-date": "07-10-2025, 22:44:53",
+    "recorded-content": {
+      "template-summary": {
+        "Parameters": [],
+        "ResourceIdentifierSummaries": [
+          {
+            "LogicalResourceIds": [
+              "MyParameter"
+            ],
+            "ResourceIdentifiers": [
+              "Name"
+            ],
+            "ResourceType": "AWS::SSM::Parameter"
+          }
+        ],
+        "ResourceTypes": [
+          "AWS::SSM::Parameter"
+        ],
+        "Version": "2010-09-09",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/cloudformation/api/test_templates.validation.json b/tests/aws/services/cloudformation/api/test_templates.validation.json
index af86ad38d2f4b..005512b992a0b 100644
--- a/tests/aws/services/cloudformation/api/test_templates.validation.json
+++ b/tests/aws/services/cloudformation/api/test_templates.validation.json
@@ -50,6 +50,24 @@
   "tests/aws/services/cloudformation/api/test_templates.py::test_get_template_summary": {
     "last_validated_date": "2023-05-24T13:05:00+00:00"
   },
+  "tests/aws/services/cloudformation/api/test_templates.py::test_get_template_summary_failed_stack": {
+    "last_validated_date": "2025-10-07T22:44:53+00:00",
+    "durations_in_seconds": {
+      "setup": 1.0,
+      "call": 134.39,
+      "teardown": 0.0,
+      "total": 135.39
+    }
+  },
+  "tests/aws/services/cloudformation/api/test_templates.py::test_get_template_summary_no_resources": {
+    "last_validated_date": "2025-10-07T22:28:52+00:00",
+    "durations_in_seconds": {
+      "setup": 1.58,
+      "call": 0.22,
+      "teardown": 0.0,
+      "total": 1.8
+    }
+  },
   "tests/aws/services/cloudformation/api/test_templates.py::test_get_template_summary_non_executed_change_set": {
     "last_validated_date": "2025-09-10T23:25:47+00:00",
     "durations_in_seconds": {

From c9f96022dee678a67441173211742c2d67420f38 Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Wed, 8 Oct 2025 18:48:42 +0100
Subject: [PATCH 285/697] CFn: handle invalid GetAtt validation (#13241)

---
 .../engine/v2/change_set_model_preproc.py     |  6 ++++
 .../test_change_set_fn_get_attr.py            | 32 ++++++++++++++++++-
 .../test_change_set_fn_get_attr.snapshot.json | 32 +++++++++++++++++++
 ...est_change_set_fn_get_attr.validation.json | 18 +++++++++++
 tests/aws/templates/getatt_validation.yml     | 10 ++++++
 tests/aws/templates/getatt_validation2.yml    | 18 +++++++++++
 6 files changed, 115 insertions(+), 1 deletion(-)
 create mode 100644 tests/aws/templates/getatt_validation.yml
 create mode 100644 tests/aws/templates/getatt_validation2.yml

diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
index d396237c8b4d6..43fe0de29c23b 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
@@ -567,6 +567,12 @@ def _resolve_attribute(self, arguments: str | list[str], select_before: bool) ->
             arguments_list = arguments.split(".")
         else:
             arguments_list = arguments
+
+        if len(arguments_list) != 2:
+            raise ValidationError(
+                "Template error: every Fn::GetAtt object requires two non-empty parameters, the resource name and the resource attribute"
+            )
+
         logical_name_of_resource = arguments_list[0]
         attribute_name = arguments_list[1]
 
diff --git a/tests/aws/services/cloudformation/test_change_set_fn_get_attr.py b/tests/aws/services/cloudformation/test_change_set_fn_get_attr.py
index 24f9725a5be77..381c26031011c 100644
--- a/tests/aws/services/cloudformation/test_change_set_fn_get_attr.py
+++ b/tests/aws/services/cloudformation/test_change_set_fn_get_attr.py
@@ -1,9 +1,12 @@
+import os
+
 import pytest
+from botocore.exceptions import ClientError
 from localstack_snapshot.snapshots.transformer import RegexTransformer
 from tests.aws.services.cloudformation.conftest import skip_if_legacy_engine
 
 from localstack.testing.pytest import markers
-from localstack.utils.strings import long_uid
+from localstack.utils.strings import long_uid, short_uid
 
 
 @skip_if_legacy_engine()
@@ -308,3 +311,30 @@ def test_immutable_property_update_causes_resource_replacement(
             }
         }
         capture_update_process(snapshot, template_1, template_2)
+
+    @markers.aws.validated
+    @pytest.mark.parametrize("template_name", ["getatt_validation.yml", "getatt_validation2.yml"])
+    def test_invalid_structure(self, snapshot, deploy_cfn_template, aws_client, template_name):
+        cs_name = f"cs-{short_uid()}"
+        stack_name = f"stack-{short_uid()}"
+
+        with open(
+            os.path.join(os.path.dirname(__file__), f"../../templates/{template_name}")
+        ) as infile:
+            template_body = infile.read()
+
+        with pytest.raises(ClientError) as exc_info:
+            aws_client.cloudformation.create_change_set(
+                StackName=stack_name,
+                ChangeSetName=cs_name,
+                ChangeSetType="CREATE",
+                TemplateBody=template_body,
+                Parameters=[
+                    {
+                        "ParameterKey": "MyParameterValue",
+                        "ParameterValue": "BadResourceName",
+                    },
+                ],
+            )
+
+        snapshot.match("error", exc_info.value.response)
diff --git a/tests/aws/services/cloudformation/test_change_set_fn_get_attr.snapshot.json b/tests/aws/services/cloudformation/test_change_set_fn_get_attr.snapshot.json
index 8cdfbcbee1fe8..628748f38c8b6 100644
--- a/tests/aws/services/cloudformation/test_change_set_fn_get_attr.snapshot.json
+++ b/tests/aws/services/cloudformation/test_change_set_fn_get_attr.snapshot.json
@@ -3016,5 +3016,37 @@
         "Tags": []
       }
     }
+  },
+  "tests/aws/services/cloudformation/test_change_set_fn_get_attr.py::TestChangeSetFnGetAttr::test_invalid_structure[getatt_validation.yml]": {
+    "recorded-date": "08-10-2025, 12:13:08",
+    "recorded-content": {
+      "error": {
+        "Error": {
+          "Code": "ValidationError",
+          "Message": "Template error: every Fn::GetAtt object requires two non-empty parameters, the resource name and the resource attribute",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/cloudformation/test_change_set_fn_get_attr.py::TestChangeSetFnGetAttr::test_invalid_structure[getatt_validation2.yml]": {
+    "recorded-date": "08-10-2025, 12:13:08",
+    "recorded-content": {
+      "error": {
+        "Error": {
+          "Code": "ValidationError",
+          "Message": "Template error: every Fn::GetAtt object requires two non-empty parameters, the resource name and the resource attribute",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/cloudformation/test_change_set_fn_get_attr.validation.json b/tests/aws/services/cloudformation/test_change_set_fn_get_attr.validation.json
index 2bd651509bd74..03b7ac8e94f84 100644
--- a/tests/aws/services/cloudformation/test_change_set_fn_get_attr.validation.json
+++ b/tests/aws/services/cloudformation/test_change_set_fn_get_attr.validation.json
@@ -11,6 +11,24 @@
   "tests/aws/services/cloudformation/test_change_set_fn_get_attr.py::TestChangeSetFnGetAttr::test_immutable_property_update_causes_resource_replacement": {
     "last_validated_date": "2025-04-08T12:17:00+00:00"
   },
+  "tests/aws/services/cloudformation/test_change_set_fn_get_attr.py::TestChangeSetFnGetAttr::test_invalid_structure[getatt_validation.yml]": {
+    "last_validated_date": "2025-10-08T12:13:08+00:00",
+    "durations_in_seconds": {
+      "setup": 0.96,
+      "call": 0.31,
+      "teardown": 0.0,
+      "total": 1.27
+    }
+  },
+  "tests/aws/services/cloudformation/test_change_set_fn_get_attr.py::TestChangeSetFnGetAttr::test_invalid_structure[getatt_validation2.yml]": {
+    "last_validated_date": "2025-10-08T12:13:08+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.15,
+      "teardown": 0.0,
+      "total": 0.15
+    }
+  },
   "tests/aws/services/cloudformation/test_change_set_fn_get_attr.py::TestChangeSetFnGetAttr::test_resource_addition": {
     "last_validated_date": "2025-04-08T12:33:53+00:00"
   },
diff --git a/tests/aws/templates/getatt_validation.yml b/tests/aws/templates/getatt_validation.yml
new file mode 100644
index 0000000000000..fb82b2ad47b7e
--- /dev/null
+++ b/tests/aws/templates/getatt_validation.yml
@@ -0,0 +1,10 @@
+Parameters:
+  MyParameterValue:
+    Type: String
+
+Resources:
+  MyParameter:
+    Type: AWS::SSM::Parameter
+    Properties:
+      Type: String
+      Value: !Select [ 0, !Split [ "-", !GetAtt [ !Ref MyParameterValue ] ] ]
diff --git a/tests/aws/templates/getatt_validation2.yml b/tests/aws/templates/getatt_validation2.yml
new file mode 100644
index 0000000000000..e1a8b61a22d07
--- /dev/null
+++ b/tests/aws/templates/getatt_validation2.yml
@@ -0,0 +1,18 @@
+Parameters:
+  MyParameterValue:
+    Type: String
+
+Resources:
+  MyParameter1:
+    Type: AWS::SSM::Parameter
+    Properties:
+      Type: String
+      Value: foo
+
+  MyParameter2:
+    Type: AWS::SSM::Parameter
+    Properties:
+      Type: String
+      Value:
+        Fn::GetAtt:
+          - MyParameter1

From 658d6fb5933a4514756c630fccf0091c7c9fb549 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Carole=20Lavillonni=C3=A8re?=
 <carole-lavillonniere@users.noreply.github.com>
Date: Wed, 8 Oct 2025 21:39:33 +0200
Subject: [PATCH 286/697] Fix Event Bridge input transformation of booleans
 (#13236)

---
 .../localstack/services/events/target.py      |  26 +-
 tests/aws/services/events/test_events.py      |   1 +
 .../aws/services/events/test_events_inputs.py |   2 +
 .../events/test_events_inputs.snapshot.json   |  13 +
 .../events/test_events_inputs.validation.json | 225 +++++++++++++++---
 5 files changed, 231 insertions(+), 36 deletions(-)

diff --git a/localstack-core/localstack/services/events/target.py b/localstack-core/localstack/services/events/target.py
index 6ab0c6a7a2aaf..70b2ad7d3428a 100644
--- a/localstack-core/localstack/services/events/target.py
+++ b/localstack-core/localstack/services/events/target.py
@@ -90,11 +90,20 @@ def get_template_replacements(
     return template_replacements
 
 
-def replace_template_placeholders(
-    template: str, replacements: dict[str, Any], is_json_template: bool
-) -> TransformedEvent:
-    """Replace placeholders defined by <key> in the template with the values from the replacements dict.
-    Can handle single template string or template dict."""
+def replace_template_placeholders(template: str, replacements: dict[str, Any]) -> TransformedEvent:
+    """
+    Replaces placeholders in an EventBridge-style InputTemplate string.
+
+    :param template: The template string containing placeholders like ``<$.foo.bar>``.
+    :type template: str
+    :param replacements: A dictionary providing values to fill in.
+    :type replacements: dict
+    :returns: The transformed string with placeholders replaced by values from ``replacements``.
+    :rtype: str
+    """
+
+    ...
+    is_json_template = template.strip().startswith("{")
 
     def replace_placeholder(match):
         key = match.group(1)
@@ -110,6 +119,8 @@ def replace_placeholder(match):
             if is_json_template:
                 return json.dumps(value)
             return f"[{','.join(value)}]"
+        if isinstance(value, bool):
+            return json.dumps(value)
         if is_nested_in_string(template, match):
             return value
         if is_json_template:
@@ -222,10 +233,7 @@ def transform_event_with_target_input_transformer(
         predefined_template_replacements = self._get_predefined_template_replacements(event)
         template_replacements.update(predefined_template_replacements)
 
-        is_json_template = input_template.strip().startswith("{")
-        populated_template = replace_template_placeholders(
-            input_template, template_replacements, is_json_template
-        )
+        populated_template = replace_template_placeholders(input_template, template_replacements)
 
         return populated_template
 
diff --git a/tests/aws/services/events/test_events.py b/tests/aws/services/events/test_events.py
index 67cfbd6d426fa..26e920f870132 100644
--- a/tests/aws/services/events/test_events.py
+++ b/tests/aws/services/events/test_events.py
@@ -40,6 +40,7 @@
     "payload": {"acc_id": "0a787ecb-4015", "sf_id": "baz"},
     "listsingle": ["HIGH"],
     "listmulti": ["ACTIVE", "INACTIVE"],
+    "valid": True,
 }
 
 TEST_EVENT_DETAIL = {
diff --git a/tests/aws/services/events/test_events_inputs.py b/tests/aws/services/events/test_events_inputs.py
index 68c9925d16985..4f1ef2ffc9cc7 100644
--- a/tests/aws/services/events/test_events_inputs.py
+++ b/tests/aws/services/events/test_events_inputs.py
@@ -500,6 +500,7 @@ def test_input_transformer_predefined_variables(
             '{"multi_replacement": "users/<userId>/second/<userId>"}',
             # TODO known limitation due to sqs message handling sting with new line
             # '"<listsingle> single list item\n<listmulti> multiple list items"',
+            '"Command is <valid>!"',
         ],
     )
     def test_input_transformer_nested_keys_replacement(
@@ -529,6 +530,7 @@ def test_input_transformer_nested_keys_replacement(
             "systemstring": "$.detail.awsAccountId",  # with resolve to empty value
             "listsingle": "$.detail.listsingle",
             "listmulti": "$.detail.listmulti",
+            "valid": "$.detail.valid",
         }
         input_transformer = {
             "InputPathsMap": input_path_map,
diff --git a/tests/aws/services/events/test_events_inputs.snapshot.json b/tests/aws/services/events/test_events_inputs.snapshot.json
index cf6ee9653ff58..5f401e3d1fcfe 100644
--- a/tests/aws/services/events/test_events_inputs.snapshot.json
+++ b/tests/aws/services/events/test_events_inputs.snapshot.json
@@ -511,5 +511,18 @@
         }
       ]
     }
+  },
+  "tests/aws/services/events/test_events_inputs.py::TestInputTransformer::test_input_transformer_nested_keys_replacement[\"Command is <valid>!\"]": {
+    "recorded-date": "08-10-2025, 09:20:09",
+    "recorded-content": {
+      "input-transformed-messages": [
+        {
+          "MessageId": "<uuid:1>",
+          "ReceiptHandle": "<receipt-handle:1>",
+          "MD5OfBody": "<m-d5-of-body:1>",
+          "Body": "\"Command is true!\""
+        }
+      ]
+    }
   }
 }
diff --git a/tests/aws/services/events/test_events_inputs.validation.json b/tests/aws/services/events/test_events_inputs.validation.json
index 7a2e137c1e527..67442bda914da 100644
--- a/tests/aws/services/events/test_events_inputs.validation.json
+++ b/tests/aws/services/events/test_events_inputs.validation.json
@@ -1,104 +1,275 @@
 {
   "tests/aws/services/events/test_events_inputs.py::TestInputPath::test_put_events_with_input_path": {
-    "last_validated_date": "2024-05-13T12:27:07+00:00"
+    "last_validated_date": "2025-10-08T11:09:55+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 1.27,
+      "teardown": 1.23,
+      "total": 2.5
+    }
   },
   "tests/aws/services/events/test_events_inputs.py::TestInputPath::test_put_events_with_input_path_max_level_depth": {
-    "last_validated_date": "2024-05-13T12:27:13+00:00"
+    "last_validated_date": "2025-10-08T11:10:02+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 1.25,
+      "teardown": 1.03,
+      "total": 2.28
+    }
   },
   "tests/aws/services/events/test_events_inputs.py::TestInputPath::test_put_events_with_input_path_multiple_targets": {
-    "last_validated_date": "2024-05-13T12:27:16+00:00"
+    "last_validated_date": "2025-10-08T11:10:05+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 1.95,
+      "teardown": 1.43,
+      "total": 3.38
+    }
   },
   "tests/aws/services/events/test_events_inputs.py::TestInputPath::test_put_events_with_input_path_nested[event_detail0]": {
-    "last_validated_date": "2024-05-13T12:27:09+00:00"
+    "last_validated_date": "2025-10-08T11:09:57+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 1.27,
+      "teardown": 1.01,
+      "total": 2.28
+    }
   },
   "tests/aws/services/events/test_events_inputs.py::TestInputPath::test_put_events_with_input_path_nested[event_detail1]": {
-    "last_validated_date": "2024-05-13T12:27:11+00:00"
+    "last_validated_date": "2025-10-08T11:09:59+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 1.24,
+      "teardown": 1.01,
+      "total": 2.25
+    }
   },
   "tests/aws/services/events/test_events_inputs.py::TestInputTransformer::test_input_transformer_nested_keys_replacement": {
     "last_validated_date": "2024-12-06T11:07:17+00:00"
   },
   "tests/aws/services/events/test_events_inputs.py::TestInputTransformer::test_input_transformer_nested_keys_replacement[\"<listmulti> multiple list items\"]": {
-    "last_validated_date": "2024-12-13T18:03:28+00:00"
+    "last_validated_date": "2025-10-08T11:10:49+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 1.3,
+      "teardown": 1.06,
+      "total": 2.36
+    }
   },
   "tests/aws/services/events/test_events_inputs.py::TestInputTransformer::test_input_transformer_nested_keys_replacement[\"<listsingle> single list item <listmulti> multiple list items <systemstring> system account id <payload> payload <userId> user id\"]": {
-    "last_validated_date": "2024-12-13T18:03:32+00:00"
+    "last_validated_date": "2025-10-08T11:10:54+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 1.28,
+      "teardown": 1.05,
+      "total": 2.33
+    }
   },
   "tests/aws/services/events/test_events_inputs.py::TestInputTransformer::test_input_transformer_nested_keys_replacement[\"<listsingle> single list item\"\\n\"<listmulti> multiple list items\"\\n\"<systemstring> system account id\"\\n\"<payload> payload\"\\n\"<userId> user id\"]": {
     "last_validated_date": "2024-12-13T17:27:50+00:00"
   },
   "tests/aws/services/events/test_events_inputs.py::TestInputTransformer::test_input_transformer_nested_keys_replacement[\"<listsingle> single list item\"]": {
-    "last_validated_date": "2024-12-13T18:03:25+00:00"
+    "last_validated_date": "2025-10-08T11:10:47+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 1.29,
+      "teardown": 1.05,
+      "total": 2.34
+    }
+  },
+  "tests/aws/services/events/test_events_inputs.py::TestInputTransformer::test_input_transformer_nested_keys_replacement[\"Command is <valid>!\"]": {
+    "last_validated_date": "2025-10-08T11:11:00+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 1.28,
+      "teardown": 1.14,
+      "total": 2.42
+    }
   },
   "tests/aws/services/events/test_events_inputs.py::TestInputTransformer::test_input_transformer_nested_keys_replacement[\"Payload of <payload> with path users-service/users/<userId> and <userId>\"]": {
-    "last_validated_date": "2024-12-13T18:03:14+00:00"
+    "last_validated_date": "2025-10-08T11:10:32+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 1.26,
+      "teardown": 1.16,
+      "total": 2.42
+    }
   },
   "tests/aws/services/events/test_events_inputs.py::TestInputTransformer::test_input_transformer_nested_keys_replacement[\"Payload of <payload> with path users-service/users/<userId>\"]": {
     "last_validated_date": "2024-12-13T13:20:30+00:00"
   },
   "tests/aws/services/events/test_events_inputs.py::TestInputTransformer::test_input_transformer_nested_keys_replacement[{\"id\" : \"<userId>\"}]": {
-    "last_validated_date": "2024-12-16T12:26:02+00:00"
+    "last_validated_date": "2025-10-08T11:10:37+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 1.24,
+      "teardown": 1.08,
+      "total": 2.32
+    }
   },
   "tests/aws/services/events/test_events_inputs.py::TestInputTransformer::test_input_transformer_nested_keys_replacement[{\"id\" : <userId>}]": {
-    "last_validated_date": "2024-12-13T18:03:16+00:00"
+    "last_validated_date": "2025-10-08T11:10:35+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 1.28,
+      "teardown": 1.03,
+      "total": 2.31
+    }
   },
   "tests/aws/services/events/test_events_inputs.py::TestInputTransformer::test_input_transformer_nested_keys_replacement[{\"id\": <userId>}]": {
     "last_validated_date": "2024-12-13T14:56:24+00:00"
   },
   "tests/aws/services/events/test_events_inputs.py::TestInputTransformer::test_input_transformer_nested_keys_replacement[{\"method\": \"PUT\", \"nested\": {\"level1\": {\"level2\": {\"level3\": \"users-service/users/<userId>\"} } }, \"bod\": \"<userId>\"}]": {
-    "last_validated_date": "2024-12-13T18:03:23+00:00"
+    "last_validated_date": "2025-10-08T11:10:45+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 1.38,
+      "teardown": 1.04,
+      "total": 2.42
+    }
   },
   "tests/aws/services/events/test_events_inputs.py::TestInputTransformer::test_input_transformer_nested_keys_replacement[{\"method\": \"PUT\", \"path\": \"users-service/users/<userId>\", \"bod\": \"<userId>\"}]": {
     "last_validated_date": "2024-12-13T13:20:32+00:00"
   },
   "tests/aws/services/events/test_events_inputs.py::TestInputTransformer::test_input_transformer_nested_keys_replacement[{\"method\": \"PUT\", \"path\": \"users-service/users/<userId>\", \"bod\": <payload>}]": {
-    "last_validated_date": "2024-12-13T18:03:12+00:00"
+    "last_validated_date": "2025-10-08T11:10:30+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 1.46,
+      "teardown": 1.06,
+      "total": 2.52
+    }
   },
   "tests/aws/services/events/test_events_inputs.py::TestInputTransformer::test_input_transformer_nested_keys_replacement[{\"method\": \"PUT\", \"path\": \"users-service/users/<userId>\", \"bod\": [<userId>, \"hardcoded\"]}]": {
-    "last_validated_date": "2024-12-13T18:03:21+00:00"
+    "last_validated_date": "2025-10-08T11:10:42+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 1.47,
+      "teardown": 1.53,
+      "total": 3.0
+    }
   },
   "tests/aws/services/events/test_events_inputs.py::TestInputTransformer::test_input_transformer_nested_keys_replacement[{\"method\": \"PUT\", \"path\": \"users-service/users/<userId>\", \"id\": \"<userId>\", \"body\": <payload>}]": {
     "last_validated_date": "2024-12-13T14:54:39+00:00"
   },
   "tests/aws/services/events/test_events_inputs.py::TestInputTransformer::test_input_transformer_nested_keys_replacement[{\"method\": \"PUT\", \"path\": \"users-service/users/<userId>\", \"id\": <userId>, \"body\": <payload>}]": {
-    "last_validated_date": "2024-12-13T18:03:18+00:00"
+    "last_validated_date": "2025-10-08T11:10:39+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 1.28,
+      "teardown": 1.02,
+      "total": 2.3
+    }
   },
   "tests/aws/services/events/test_events_inputs.py::TestInputTransformer::test_input_transformer_nested_keys_replacement[{\"multi_replacement\": \"users/<userId>/second/<userId>\"}]": {
-    "last_validated_date": "2024-12-13T18:03:35+00:00"
+    "last_validated_date": "2025-10-08T11:10:57+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 1.92,
+      "teardown": 1.05,
+      "total": 2.97
+    }
   },
   "tests/aws/services/events/test_events_inputs.py::TestInputTransformer::test_input_transformer_nested_keys_replacement[{\"singlelistitem\": <listsingle>}]": {
-    "last_validated_date": "2024-12-13T18:03:30+00:00"
+    "last_validated_date": "2025-10-08T11:10:52+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 1.28,
+      "teardown": 1.17,
+      "total": 2.45
+    }
   },
   "tests/aws/services/events/test_events_inputs.py::TestInputTransformer::test_input_transformer_nested_keys_replacement_not_valid[{\"not_valid\": \"users-service/users/<payload>\", \"bod\": <payload>}]": {
-    "last_validated_date": "2024-12-13T14:55:05+00:00"
+    "last_validated_date": "2025-10-08T11:11:07+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 6.22,
+      "teardown": 1.08,
+      "total": 7.3
+    }
   },
   "tests/aws/services/events/test_events_inputs.py::TestInputTransformer::test_input_transformer_nested_keys_replacement_not_valid[{\"payload\": \"<payload>\"}]": {
-    "last_validated_date": "2024-12-13T14:55:13+00:00"
+    "last_validated_date": "2025-10-08T11:11:14+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 6.17,
+      "teardown": 1.06,
+      "total": 7.23
+    }
   },
   "tests/aws/services/events/test_events_inputs.py::TestInputTransformer::test_input_transformer_nested_keys_replacement_not_valid[{\"singlelistitem\": \"<listsingle>\"}]": {
-    "last_validated_date": "2024-12-13T17:19:20+00:00"
+    "last_validated_date": "2025-10-08T11:11:22+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 6.17,
+      "teardown": 1.52,
+      "total": 7.69
+    }
   },
   "tests/aws/services/events/test_events_inputs.py::TestInputTransformer::test_input_transformer_predefined_variables[\"Message containing all pre defined variables <aws.events.rule-arn> <aws.events.rule-name> <aws.events.event.ingestion-time>\"]": {
-    "last_validated_date": "2024-06-11T08:33:10+00:00"
+    "last_validated_date": "2025-10-08T11:10:25+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 1.71,
+      "teardown": 1.15,
+      "total": 2.86
+    }
   },
   "tests/aws/services/events/test_events_inputs.py::TestInputTransformer::test_input_transformer_predefined_variables[{\"originalEvent\": <aws.events.event>, \"originalEventJson\": <aws.events.event.json>}]": {
-    "last_validated_date": "2024-06-11T08:33:13+00:00"
+    "last_validated_date": "2025-10-08T11:10:27+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 1.34,
+      "teardown": 1.02,
+      "total": 2.36
+    }
   },
   "tests/aws/services/events/test_events_inputs.py::TestInputTransformer::test_put_events_with_input_transformer_input_template_json": {
-    "last_validated_date": "2024-06-11T08:33:04+00:00"
+    "last_validated_date": "2025-10-08T11:10:20+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 3.1,
+      "teardown": 2.07,
+      "total": 5.17
+    }
   },
   "tests/aws/services/events/test_events_inputs.py::TestInputTransformer::test_put_events_with_input_transformer_input_template_string": {
     "last_validated_date": "2024-05-13T12:27:20+00:00"
   },
   "tests/aws/services/events/test_events_inputs.py::TestInputTransformer::test_put_events_with_input_transformer_input_template_string[\"Event of <detail-type> type, at time <timestamp>, info extracted from detail <command>\"]": {
-    "last_validated_date": "2024-06-11T08:32:56+00:00"
+    "last_validated_date": "2025-10-08T11:10:10+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 2.6,
+      "teardown": 2.31,
+      "total": 4.91
+    }
   },
   "tests/aws/services/events/test_events_inputs.py::TestInputTransformer::test_put_events_with_input_transformer_input_template_string[\"{[/Check with special starting characters for event of <detail-type> type\"]": {
-    "last_validated_date": "2024-06-11T08:33:00+00:00"
+    "last_validated_date": "2025-10-08T11:10:15+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 2.76,
+      "teardown": 2.05,
+      "total": 4.81
+    }
   },
   "tests/aws/services/events/test_events_inputs.py::TestInputTransformer::test_put_events_with_input_transformer_missing_keys": {
-    "last_validated_date": "2025-03-12T10:19:13+00:00"
+    "last_validated_date": "2025-10-08T11:10:22+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 1.3,
+      "teardown": 0.91,
+      "total": 2.21
+    }
   },
   "tests/aws/services/events/test_events_inputs.py::test_put_event_input_path_and_input_transformer": {
-    "last_validated_date": "2025-03-12T10:19:01+00:00"
+    "last_validated_date": "2025-10-08T11:09:52+00:00",
+    "durations_in_seconds": {
+      "setup": 0.58,
+      "call": 1.76,
+      "teardown": 1.39,
+      "total": 3.73
+    }
   }
 }

From 9a98fd264ddf93f6f61e5b214b6e213f72e650d6 Mon Sep 17 00:00:00 2001
From: Hoan Tran <76760622+xhoantran@users.noreply.github.com>
Date: Thu, 9 Oct 2025 06:13:35 -0400
Subject: [PATCH 287/697] Fix visibility check in _pre_delete_checks to use
 is_visible attribute (#13223)

---
 .../localstack/services/sqs/models.py         |  3 +-
 tests/aws/services/sqs/test_sqs.py            | 34 +++++++++++++
 tests/aws/services/sqs/test_sqs.snapshot.json | 50 +++++++++++++++++++
 .../aws/services/sqs/test_sqs.validation.json | 18 +++++++
 4 files changed, 103 insertions(+), 2 deletions(-)

diff --git a/localstack-core/localstack/services/sqs/models.py b/localstack-core/localstack/services/sqs/models.py
index 15c2bafb1e2b8..64bfd7aa40b76 100644
--- a/localstack-core/localstack/services/sqs/models.py
+++ b/localstack-core/localstack/services/sqs/models.py
@@ -1053,8 +1053,7 @@ def update_delay_seconds(self, value: int):
             message.delay_seconds = value
 
     def _pre_delete_checks(self, message: SqsMessage, receipt_handle: str) -> None:
-        _, _, _, last_received = extract_receipt_handle_info(receipt_handle)
-        if time.time() - float(last_received) > message.visibility_timeout:
+        if message.is_visible:
             raise InvalidParameterValueException(
                 f"Value {receipt_handle} for parameter ReceiptHandle is invalid. Reason: The receipt handle has expired."
             )
diff --git a/tests/aws/services/sqs/test_sqs.py b/tests/aws/services/sqs/test_sqs.py
index 3550246595946..6582aa1571906 100644
--- a/tests/aws/services/sqs/test_sqs.py
+++ b/tests/aws/services/sqs/test_sqs.py
@@ -1276,6 +1276,40 @@ def test_fifo_delete_after_visibility_timeout(self, sqs_create_queue, aws_sqs_cl
             aws_sqs_client.delete_message(QueueUrl=queue_url, ReceiptHandle=receipt_handle)
         snapshot.match("delete_after_timeout_fifo", e.value.response)
 
+    @markers.aws.validated
+    def test_fifo_delete_after_visibility_timeout_extended(
+        self, sqs_create_queue, aws_sqs_client, snapshot
+    ):
+        timeout = 1
+        queue_url = sqs_create_queue(
+            QueueName=f"test-{short_uid()}.fifo",
+            Attributes={
+                "VisibilityTimeout": f"{timeout}",
+                "FifoQueue": "True",
+                "ContentBasedDeduplication": "True",
+            },
+        )
+
+        aws_sqs_client.send_message(QueueUrl=queue_url, MessageBody="foobar", MessageGroupId="1")
+        # receive the message
+        initial_receive = aws_sqs_client.receive_message(QueueUrl=queue_url, WaitTimeSeconds=5)
+        snapshot.match("received_sqs_message", initial_receive)
+        receipt_handle = initial_receive["Messages"][0]["ReceiptHandle"]
+
+        # extend the visibility timeout window
+        aws_sqs_client.change_message_visibility(
+            QueueUrl=queue_url, ReceiptHandle=receipt_handle, VisibilityTimeout=5
+        )
+
+        # exceed the original visibility timeout window but not the extended one
+        time.sleep(timeout + 0.5)
+        aws_sqs_client.delete_message(QueueUrl=queue_url, ReceiptHandle=receipt_handle)
+
+        snapshot.match(
+            "delete_after_timeout_fifo_extended",
+            aws_sqs_client.receive_message(QueueUrl=queue_url),
+        )
+
     @markers.aws.validated
     def test_receive_terminate_visibility_timeout(self, sqs_queue, aws_sqs_client):
         queue_url = sqs_queue
diff --git a/tests/aws/services/sqs/test_sqs.snapshot.json b/tests/aws/services/sqs/test_sqs.snapshot.json
index 59b4b256f7276..a22e08c3e78f7 100644
--- a/tests/aws/services/sqs/test_sqs.snapshot.json
+++ b/tests/aws/services/sqs/test_sqs.snapshot.json
@@ -4219,5 +4219,55 @@
   "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fifo_approximate_number_of_messages_not_visible[sqs_query]": {
     "recorded-date": "25-09-2025, 21:54:43",
     "recorded-content": {}
+  },
+  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fifo_delete_after_visibility_timeout_extended[sqs]": {
+    "recorded-date": "05-10-2025, 14:42:35",
+    "recorded-content": {
+      "received_sqs_message": {
+        "Messages": [
+          {
+            "Body": "foobar",
+            "MD5OfBody": "3858f62230ac3c915f300c664312c63f",
+            "MessageId": "<uuid:1>",
+            "ReceiptHandle": "<receipt-handle:1>"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "delete_after_timeout_fifo_extended": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fifo_delete_after_visibility_timeout_extended[sqs_query]": {
+    "recorded-date": "05-10-2025, 14:42:37",
+    "recorded-content": {
+      "received_sqs_message": {
+        "Messages": [
+          {
+            "Body": "foobar",
+            "MD5OfBody": "3858f62230ac3c915f300c664312c63f",
+            "MessageId": "<uuid:1>",
+            "ReceiptHandle": "<receipt-handle:1>"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "delete_after_timeout_fifo_extended": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/sqs/test_sqs.validation.json b/tests/aws/services/sqs/test_sqs.validation.json
index 3b62f59b54ae3..93e3bfb5079f9 100644
--- a/tests/aws/services/sqs/test_sqs.validation.json
+++ b/tests/aws/services/sqs/test_sqs.validation.json
@@ -248,6 +248,24 @@
   "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fifo_delete_after_visibility_timeout[sqs_query]": {
     "last_validated_date": "2025-03-28T13:37:13+00:00"
   },
+  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fifo_delete_after_visibility_timeout_extended[sqs]": {
+    "last_validated_date": "2025-10-05T14:42:35+00:00",
+    "durations_in_seconds": {
+      "setup": 0.23,
+      "call": 2.01,
+      "teardown": 0.09,
+      "total": 2.33
+    }
+  },
+  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fifo_delete_after_visibility_timeout_extended[sqs_query]": {
+    "last_validated_date": "2025-10-05T14:42:37+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 2.0,
+      "teardown": 0.1,
+      "total": 2.1
+    }
+  },
   "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fifo_empty_message_groups_added_back_to_queue[sqs]": {
     "last_validated_date": "2024-04-30T13:46:32+00:00"
   },

From 7641d357fbfaf422f1b7cb3b31a42741e0943a7f Mon Sep 17 00:00:00 2001
From: Arthur Akhadov <48313237+ArthurAkh@users.noreply.github.com>
Date: Thu, 9 Oct 2025 12:56:33 +0200
Subject: [PATCH 288/697] Updating the test duration workflow (#13170)

Co-authored-by: Anastasia Dusak <61540676+k-a-il@users.noreply.github.com>
---
 .github/workflows/update-test-durations.yml | 72 ++++-----------------
 1 file changed, 11 insertions(+), 61 deletions(-)

diff --git a/.github/workflows/update-test-durations.yml b/.github/workflows/update-test-durations.yml
index e8a4a52b06508..8f349dd64e3d6 100644
--- a/.github/workflows/update-test-durations.yml
+++ b/.github/workflows/update-test-durations.yml
@@ -6,71 +6,21 @@ on:
     - cron: 0 4 5 * *
   workflow_dispatch:
     inputs:
-      publishMethod:
-        description: 'Select how to publish the workflow result'
+      publish-method:
+        description: "Method to publish the test duration update results"
         type: choice
         options:
           - UPLOAD_ARTIFACT
           - CREATE_PR
         default: UPLOAD_ARTIFACT
 
-env:
-  # Take test durations only for this platform
-  PLATFORM: "amd64"
-
 jobs:
-  report:
-    name: "Download, merge and create PR with test durations"
-    runs-on: ubuntu-latest
-    steps:
-        - uses: actions/checkout@v5
-          with:
-            path: localstack
-
-        - name: Latest run-id from community repository
-          run: |
-            latest_workflow_id=$(curl -s https://api.github.com/repos/localstack/localstack/actions/workflows \
-              | jq '.workflows[] | select(.path==".github/workflows/aws-main.yml").id')
-            latest_run_id=$(curl -s \
-              "https://api.github.com/repos/localstack/localstack/actions/workflows/${latest_workflow_id}/runs?branch=main&status=success&per_page=30" \
-                | jq '[.workflow_runs[] | select(.event == "schedule")][0].id')
-            echo "Latest run: https://github.com/localstack/localstack/actions/runs/${latest_run_id}"
-            echo "AWS_MAIN_LATEST_SCHEDULED_RUN_ID=${latest_run_id}" >> $GITHUB_ENV
-
-        - name: Load test durations
-          uses: actions/download-artifact@v5
-          with:
-            pattern: pytest-split-durations-${{ env.PLATFORM }}-*
-            path: artifacts-test-durations
-            merge-multiple: true
-            run-id: ${{ env.AWS_MAIN_LATEST_SCHEDULED_RUN_ID }}
-            github-token: ${{ secrets.GITHUB_TOKEN }}  # PAT with access to artifacts from GH Actions
-
-        - name: Merge test durations files
-          shell: bash
-          run: |
-            jq -s 'add | to_entries | sort_by(.key) | from_entries' artifacts-test-durations/.test_durations-${{ env.PLATFORM }}*  > localstack/.test_durations || echo "::warning::Test durations were not merged"
-
-        - name: Upload artifact with merged test durations
-          uses: actions/upload-artifact@v4
-          if: ${{ success() && inputs.publishMethod == 'UPLOAD_ARTIFACT' }}
-          with:
-            name: merged-test-durations
-            path: localstack/.test_durations
-            include-hidden-files: true
-            if-no-files-found: error
-
-        - name: Create PR
-          uses: peter-evans/create-pull-request@v7
-          if: ${{ success() && inputs.publishMethod != 'UPLOAD_ARTIFACT' }}
-          with:
-            title: "[Testing] Update test durations"
-            body: "This PR includes an updated `.test_durations` file, generated based on latest test durations from main"
-            branch: "test-durations-auto-updates"
-            author: "LocalStack Bot <localstack-bot@users.noreply.github.com>"
-            committer: "LocalStack Bot <localstack-bot@users.noreply.github.com>"
-            commit-message: "CI: update .test_durations to latest version"
-            path: localstack
-            add-paths: .test_durations
-            labels: "semver: patch, area: testing, area: ci, docs: skip, notes: skip"
-            token: ${{ secrets.PRO_ACCESS_TOKEN }}
+  update-test-durations:
+    uses: localstack/meta/.github/workflows/update-test-durations.yml@main
+    with:
+      repository-name: localstack
+      test-durations-file-path: .test_durations
+      publish-method: ${{ inputs.publish-method || 'CREATE_PR' }}
+    secrets:
+      gh-token: ${{ secrets.GITHUB_TOKEN }}
+      pr-token: ${{ secrets.PRO_ACCESS_TOKEN }}

From e0a4a18e28f047a682c7326d91ad8273cefdf060 Mon Sep 17 00:00:00 2001
From: Viren Nadkarni <viren.nadkarni@localstack.cloud>
Date: Thu, 9 Oct 2025 18:47:11 +0530
Subject: [PATCH 289/697] Integrate Moto exception translation into handler
 chain (#13153)

---
 .../localstack/aws/handlers/logging.py        | 14 ++++++-
 .../localstack/aws/handlers/service.py        | 22 ++++++++++-
 localstack-core/localstack/services/moto.py   | 38 +------------------
 .../localstack/services/ses/provider.py       |  5 +--
 tests/unit/aws/handlers/test_service.py       | 23 +++++++++++
 tests/unit/test_moto.py                       | 23 +----------
 6 files changed, 59 insertions(+), 66 deletions(-)

diff --git a/localstack-core/localstack/aws/handlers/logging.py b/localstack-core/localstack/aws/handlers/logging.py
index 4904603325f19..90de23c41e505 100644
--- a/localstack-core/localstack/aws/handlers/logging.py
+++ b/localstack-core/localstack/aws/handlers/logging.py
@@ -1,6 +1,7 @@
 """Handlers for logging."""
 
 import logging
+import types
 from functools import cached_property
 
 from localstack.aws.api import RequestContext, ServiceException
@@ -21,6 +22,14 @@ class ExceptionLogger(ExceptionHandler):
     def __init__(self, logger=None):
         self.logger = logger or LOG
 
+        try:
+            import moto.core.exceptions
+
+            self._moto_service_exception = moto.core.exceptions.ServiceException
+        except (ModuleNotFoundError, AttributeError):
+            # Moto may not be available in stripped-down versions of LocalStack, like LocalStack S3 image.
+            self._moto_service_exception = types.EllipsisType
+
     def __call__(
         self,
         chain: HandlerChain,
@@ -28,9 +37,10 @@ def __call__(
         context: RequestContext,
         response: Response,
     ):
-        if isinstance(exception, ServiceException):
+        if isinstance(exception, (ServiceException, self._moto_service_exception)):
             # We do not want to log an error/stacktrace if the handler is working as expected, but chooses to throw
-            # a service exception
+            # a service exception. It may also throw a Moto ServiceException, which should not be logged either
+            # because ServiceExceptionHandler understands it.
             return
         if self.logger.isEnabledFor(level=logging.DEBUG):
             self.logger.exception("exception during call chain", exc_info=exception)
diff --git a/localstack-core/localstack/aws/handlers/service.py b/localstack-core/localstack/aws/handlers/service.py
index 4009f720386c7..5d0c71b313a00 100644
--- a/localstack-core/localstack/aws/handlers/service.py
+++ b/localstack-core/localstack/aws/handlers/service.py
@@ -2,6 +2,7 @@
 
 import logging
 import traceback
+import types
 from collections import defaultdict
 from typing import Any
 
@@ -156,6 +157,15 @@ class ServiceExceptionSerializer(ExceptionHandler):
     def __init__(self):
         self.handle_internal_failures = True
 
+        try:
+            import moto.core.exceptions
+
+            self._moto_service_exception = moto.core.exceptions.ServiceException
+        except (ModuleNotFoundError, AttributeError) as exc:
+            # Moto may not be available in stripped-down versions of LocalStack, like LocalStack S3 image.
+            LOG.debug("Unable to set up Moto ServiceException translation: %s", exc)
+            self._moto_service_exception = types.EllipsisType
+
     def __call__(
         self,
         chain: HandlerChain,
@@ -181,7 +191,14 @@ def create_exception_response(self, exception: Exception, context: RequestContex
             message = exception_message or get_coverage_link_for_service(service_name, action_name)
             error = CommonServiceException("InternalFailure", message, status_code=501)
             LOG.info(message)
-            context.service_exception = error
+
+        elif isinstance(exception, self._moto_service_exception):
+            # Translate Moto ServiceException to native ServiceException if Moto is available.
+            # This allows handler chain to gracefully handles Moto errors when provider handlers invoke Moto methods directly.
+            error = CommonServiceException(
+                code=exception.code,
+                message=exception.message,
+            )
 
         elif not isinstance(exception, ServiceException):
             if not self.handle_internal_failures:
@@ -210,7 +227,8 @@ def create_exception_response(self, exception: Exception, context: RequestContex
             error = CommonServiceException(
                 "InternalError", msg, status_code=status_code
             ).with_traceback(exception.__traceback__)
-            context.service_exception = error
+
+        context.service_exception = error
 
         serializer = create_serializer(context.service, context.protocol)
         return serializer.serialize_error_to_response(
diff --git a/localstack-core/localstack/services/moto.py b/localstack-core/localstack/services/moto.py
index ebc21b7684459..c2180066b06b6 100644
--- a/localstack-core/localstack/services/moto.py
+++ b/localstack-core/localstack/services/moto.py
@@ -5,12 +5,11 @@
 import copy
 import sys
 from collections.abc import Callable
-from contextlib import AbstractContextManager
 from functools import lru_cache
 
 import moto.backends as moto_backends
 from moto.core.base_backend import BackendDict
-from moto.core.exceptions import RESTError, ServiceException
+from moto.core.exceptions import RESTError
 from rolo.router import RegexConverter
 from werkzeug.exceptions import NotFound
 from werkzeug.routing import Map, Rule
@@ -211,38 +210,3 @@ class _PartIsolatingRegexConverter(RegexConverter):
 
     def __init__(self, *args, **kwargs) -> None:
         super().__init__(*args, **kwargs)
-
-
-class ServiceExceptionTranslator(AbstractContextManager):
-    """
-    This reentrant context manager translates Moto exceptions into ASF service exceptions. This allows ASF to properly
-    serialise and generate the correct error response.
-
-    This is useful when invoking Moto operations directly by importing the backend. For example:
-
-        from moto.ses import ses_backends
-
-        backend = ses_backend['000000000000']['us-east-1']
-
-        with ServiceExceptionTranslator():
-            message = backend.send_raw_email(...)
-
-    If `send_raw_email(...)` raises any `moto.core.exceptions.ServiceException`, this context manager will transparently
-    generate and raise a `localstack.aws.api.core.CommonServiceException`, maintaining the error code and message.
-
-    This only works for Moto services that are integrated with its new core AWS response serialiser.
-    """
-
-    def __enter__(self):
-        pass
-
-    def __exit__(self, exc_type, exc_val, exc_tb):
-        if exc_type is not None and issubclass(exc_type, ServiceException):
-            raise CommonServiceException(
-                code=exc_val.code,
-                message=exc_val.message,
-            )
-        return False
-
-
-translate_service_exception = ServiceExceptionTranslator()
diff --git a/localstack-core/localstack/services/ses/provider.py b/localstack-core/localstack/services/ses/provider.py
index daa133ddec32a..96498248430a8 100644
--- a/localstack-core/localstack/services/ses/provider.py
+++ b/localstack-core/localstack/services/ses/provider.py
@@ -60,7 +60,7 @@
 from localstack.aws.connect import connect_to
 from localstack.constants import INTERNAL_AWS_SECRET_ACCESS_KEY
 from localstack.http import Resource, Response
-from localstack.services.moto import call_moto, translate_service_exception
+from localstack.services.moto import call_moto
 from localstack.services.plugins import ServiceLifecycleHook
 from localstack.services.ses.models import EmailType, SentEmail, SentEmailBody
 from localstack.utils.aws import arns
@@ -486,8 +486,7 @@ def send_raw_email(
         destinations = destinations or []
 
         backend = get_ses_backend(context)
-        with translate_service_exception:
-            message = backend.send_raw_email(source, destinations, raw_data)
+        message = backend.send_raw_email(source, destinations, raw_data)
 
         if event_destinations := backend.config_set_event_destination.get(configuration_set_name):
             payload = EventDestinationPayload(
diff --git a/tests/unit/aws/handlers/test_service.py b/tests/unit/aws/handlers/test_service.py
index ee8c9c3127b37..67f1247a5e6f5 100644
--- a/tests/unit/aws/handlers/test_service.py
+++ b/tests/unit/aws/handlers/test_service.py
@@ -1,4 +1,5 @@
 import pytest
+from moto.ses.exceptions import MessageRejectedError
 
 from localstack.aws.api import CommonServiceException, RequestContext
 from localstack.aws.chain import HandlerChain
@@ -198,3 +199,25 @@ def capture_original_exception_handler(
         assert err_context.service_exception.__traceback__
         assert err_context.service_exception.__traceback__ == raised_exception.__traceback__
         assert err_context.service_exception.status_code == 500
+
+    def test_moto_exception_is_parsed(self, service_response_handler_chain):
+        context = create_aws_request_context(
+            "ses",
+            "SendRawEmail",
+            "query",
+            {
+                "Destinations": ["invalid@example.com"],
+                "RawMessage": {
+                    "Data": b"From: origin@example.com\nTo: destination@example.com\nSubject: sub\n\nbody\n\n"
+                },
+            },
+        )
+        msg = "Did not have authority to send email"
+        moto_exception = MessageRejectedError(msg)
+
+        ServiceExceptionSerializer().create_exception_response(moto_exception, context)
+
+        assert msg in context.service_exception.message
+        assert context.service_exception.code == "MessageRejected"
+        assert not context.service_exception.sender_fault
+        assert context.service_exception.status_code == 400
diff --git a/tests/unit/test_moto.py b/tests/unit/test_moto.py
index af650cdcffcb9..10ab416d54ead 100644
--- a/tests/unit/test_moto.py
+++ b/tests/unit/test_moto.py
@@ -1,8 +1,6 @@
 import pytest
-from moto.core.exceptions import ServiceException
 
-from localstack.aws.api import CommonServiceException
-from localstack.services.moto import ServiceExceptionTranslator, get_dispatcher
+from localstack.services.moto import get_dispatcher
 
 
 def test_get_dispatcher_for_path_with_optional_slashes():
@@ -13,22 +11,3 @@ def test_get_dispatcher_for_path_with_optional_slashes():
 def test_get_dispatcher_for_non_existing_path_raises_not_implemented():
     with pytest.raises(NotImplementedError):
         get_dispatcher("route53", "/non-existing")
-
-
-def test_service_exception_translator_context_manager():
-    class WeirdException(ServiceException):
-        code = "WeirdErrorCode"
-
-    # Ensure Moto ServiceExceptions are translated to ASF CommonServiceException
-    with pytest.raises(CommonServiceException) as exc:
-        with ServiceExceptionTranslator():
-            raise WeirdException()
-    assert exc.value.code == "WeirdErrorCode"
-
-    # Ensure other exceptions are not affected
-    with pytest.raises(RuntimeError):
-        raise RuntimeError()
-
-    with pytest.raises(RuntimeError):
-        with ServiceExceptionTranslator():
-            raise RuntimeError()

From 69ed78486d08920e9b8dc54bd57fcc4329ad5d1e Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Cristopher=20Pinz=C3=B3n?=
 <18080804+pinzon@users.noreply.github.com>
Date: Fri, 10 Oct 2025 12:18:12 -0500
Subject: [PATCH 290/697] CFN: add more validations to intrinsic FnEquals
 (#13217)

---
 .../engine/v2/change_set_model_preproc.py     |  9 ++++++
 .../engine/v2/change_set_model_visitor.py     |  1 +
 .../cloudformation/engine/test_conditions.py  | 28 +++++++++++++++++++
 .../engine/test_conditions.snapshot.json      | 16 +++++++++++
 .../engine/test_conditions.validation.json    |  9 ++++++
 5 files changed, 63 insertions(+)

diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
index 43fe0de29c23b..682eb9e23646c 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
@@ -227,6 +227,8 @@ def _save_runtime_cache(self) -> None:
     def process(self) -> None:
         self._setup_runtime_cache()
         node_template = self._change_set.update_model.node_template
+        node_conditions = self._change_set.update_model.node_template.conditions
+        self.visit(node_conditions)
         self.visit(node_template)
         self._save_runtime_cache()
 
@@ -643,6 +645,12 @@ def _compute_fn_equals(args: list[Any]) -> bool:
             return args[0] == args[1]
 
         arguments_delta = self.visit(node_intrinsic_function.arguments)
+
+        if isinstance(arguments_delta.after, list) and len(arguments_delta.after) != 2:
+            raise ValidationError(
+                "Template error: every Fn::Equals object requires a list of 2 string parameters."
+            )
+
         delta = self._cached_apply(
             scope=node_intrinsic_function.scope,
             arguments_delta=arguments_delta,
@@ -919,6 +927,7 @@ def _compute_fn_split(args: list[Any]) -> Any:
             return split_string
 
         arguments_delta = self.visit(node_intrinsic_function.arguments)
+
         delta = self._cached_apply(
             scope=node_intrinsic_function.scope,
             arguments_delta=arguments_delta,
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_visitor.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_visitor.py
index 882e8a8d58bc7..ace45f5001184 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_visitor.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_visitor.py
@@ -54,6 +54,7 @@ def visit_node_template(self, node_template: NodeTemplate):
         # entities (parameters, mappings, conditions, etc.). Then compute the output fields; computing
         # only the output fields would only result in the deployment logic of the referenced outputs
         # being evaluated, hence enforce the visiting of all the resources first.
+        self.visit(node_template.conditions)
         self.visit(node_template.resources)
         self.visit(node_template.outputs)
 
diff --git a/tests/aws/services/cloudformation/engine/test_conditions.py b/tests/aws/services/cloudformation/engine/test_conditions.py
index 8ad979ddf8265..678d660584baf 100644
--- a/tests/aws/services/cloudformation/engine/test_conditions.py
+++ b/tests/aws/services/cloudformation/engine/test_conditions.py
@@ -1,6 +1,8 @@
+import json
 import os.path
 
 import pytest
+from botocore.exceptions import ClientError
 from localstack_snapshot.snapshots.transformer import SortingTransformer
 from tests.aws.services.cloudformation.conftest import skip_if_legacy_engine
 
@@ -550,3 +552,29 @@ def test_references_to_disabled_resources(
             StackName=stack.stack_id
         )
         snapshot.match("resources-description", describe_resources)
+
+
+class TestValidateConditions:
+    @markers.aws.validated
+    @skip_if_legacy_engine
+    def test_validate_equals_args_len(self, aws_client, snapshot):
+        template = {
+            "Conditions": {"ShouldDeploy": {"Fn::Equals": ["a"]}},
+            "Resources": {
+                "Topic1": {
+                    "Type": "AWS::SNS::Topic",
+                },
+            },
+        }
+
+        stack_name = f"stack-{short_uid()}"
+        change_set_name = f"ch-{short_uid()}"
+        with pytest.raises(ClientError) as ex:
+            aws_client.cloudformation.create_change_set(
+                StackName=stack_name,
+                ChangeSetName=change_set_name,
+                ChangeSetType="CREATE",
+                TemplateBody=json.dumps(template),
+            )
+
+        snapshot.match("error", ex.value.response)
diff --git a/tests/aws/services/cloudformation/engine/test_conditions.snapshot.json b/tests/aws/services/cloudformation/engine/test_conditions.snapshot.json
index cd41c9cc1c822..7f4e6c1e477c1 100644
--- a/tests/aws/services/cloudformation/engine/test_conditions.snapshot.json
+++ b/tests/aws/services/cloudformation/engine/test_conditions.snapshot.json
@@ -933,5 +933,21 @@
         }
       }
     }
+  },
+  "tests/aws/services/cloudformation/engine/test_conditions.py::TestValidateConditions::test_validate_equals_args_len": {
+    "recorded-date": "08-10-2025, 18:18:14",
+    "recorded-content": {
+      "error": {
+        "Error": {
+          "Code": "ValidationError",
+          "Message": "Template error: every Fn::Equals object requires a list of 2 string parameters.",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/cloudformation/engine/test_conditions.validation.json b/tests/aws/services/cloudformation/engine/test_conditions.validation.json
index 21bab40f96dfc..2d2b1d20f9044 100644
--- a/tests/aws/services/cloudformation/engine/test_conditions.validation.json
+++ b/tests/aws/services/cloudformation/engine/test_conditions.validation.json
@@ -52,5 +52,14 @@
   },
   "tests/aws/services/cloudformation/engine/test_conditions.py::TestCloudFormationConditions::test_update_conditions": {
     "last_validated_date": "2024-06-18T19:43:43+00:00"
+  },
+  "tests/aws/services/cloudformation/engine/test_conditions.py::TestValidateConditions::test_validate_equals_args_len": {
+    "last_validated_date": "2025-10-08T18:18:14+00:00",
+    "durations_in_seconds": {
+      "setup": 0.25,
+      "call": 0.36,
+      "teardown": 0.0,
+      "total": 0.61
+    }
   }
 }

From 343d43640fd59321e4d5c81c29ab974d13f5459d Mon Sep 17 00:00:00 2001
From: Nikos <nikos.michas@localstack.cloud>
Date: Mon, 13 Oct 2025 09:20:14 +0300
Subject: [PATCH 291/697] Allow storing test metrics in local filesystem of
 LocalStack container (#13188)

---
 .../localstack/aws/handlers/metric_handler.py | 42 ++++++++++++++++++-
 localstack-core/localstack/config.py          |  6 +++
 localstack-core/localstack/constants.py       |  4 ++
 3 files changed, 51 insertions(+), 1 deletion(-)

diff --git a/localstack-core/localstack/aws/handlers/metric_handler.py b/localstack-core/localstack/aws/handlers/metric_handler.py
index 6bd16b2f43016..0dd921a2d0a7c 100644
--- a/localstack-core/localstack/aws/handlers/metric_handler.py
+++ b/localstack-core/localstack/aws/handlers/metric_handler.py
@@ -1,9 +1,15 @@
+import csv
 import logging
+import os
+from datetime import datetime
+from pathlib import Path
 
 from localstack import config
 from localstack.aws.api import RequestContext
 from localstack.aws.chain import HandlerChain
+from localstack.constants import ENV_INTERNAL_TEST_STORE_METRICS_PATH
 from localstack.http import Response
+from localstack.utils.strings import short_uid
 
 LOG = logging.getLogger(__name__)
 
@@ -137,6 +143,32 @@ class MetricHandler:
 
     def __init__(self) -> None:
         self.metrics_handler_items = {}
+        self.local_filename = None
+
+        if self.should_store_metric_locally():
+            self.local_filename = self.create_local_file()
+
+    @staticmethod
+    def should_store_metric_locally() -> bool:
+        return config.is_collect_metrics_mode() and config.store_test_metrics_in_local_filesystem()
+
+    @staticmethod
+    def create_local_file():
+        folder = Path(
+            os.environ.get(ENV_INTERNAL_TEST_STORE_METRICS_PATH, "/tmp/localstack-metrics")
+        )
+        if not folder.exists():
+            folder.mkdir(parents=True, exist_ok=True)
+        LOG.debug("Metric reports will be stored in %s", folder)
+        filename = (
+            folder
+            / f"metric-report-raw-data-{datetime.utcnow().strftime('%Y-%m-%d__%H_%M_%S')}-{short_uid()}.csv"
+        )
+        with open(filename, "w") as fd:
+            LOG.debug("Creating new metric data file %s", filename)
+            writer = csv.writer(fd)
+            writer.writerow(Metric.RAW_DATA_HEADER)
+        return filename
 
     def create_metric_handler_item(
         self, chain: HandlerChain, context: RequestContext, response: Response
@@ -194,7 +226,15 @@ def update_metric_collection(
         )
         # refrain from adding duplicates
         if metric not in MetricHandler.metric_data:
-            MetricHandler.metric_data.append(metric)
+            self.append_metric(metric)
 
         # cleanup
         del self.metrics_handler_items[context]
+
+    def append_metric(self, metric: Metric):
+        if self.should_store_metric_locally():
+            with open(self.local_filename, "a") as fd:
+                writer = csv.writer(fd)
+                writer.writerow(metric)
+        else:
+            MetricHandler.metric_data.append(metric)
diff --git a/localstack-core/localstack/config.py b/localstack-core/localstack/config.py
index ddfca40f220f8..bccaddbf86257 100644
--- a/localstack-core/localstack/config.py
+++ b/localstack-core/localstack/config.py
@@ -19,6 +19,7 @@
     DEFAULT_VOLUME_DIR,
     ENV_INTERNAL_TEST_COLLECT_METRIC,
     ENV_INTERNAL_TEST_RUN,
+    ENV_INTERNAL_TEST_STORE_METRICS_IN_LOCALSTACK,
     FALSE_STRINGS,
     LOCALHOST,
     LOCALHOST_IP,
@@ -1451,6 +1452,11 @@ def is_collect_metrics_mode() -> bool:
     return is_env_true(ENV_INTERNAL_TEST_COLLECT_METRIC)
 
 
+def store_test_metrics_in_local_filesystem() -> bool:
+    """Returns True if test metrics should be stored in the local filesystem (instead of the system that runs pytest)."""
+    return is_env_true(ENV_INTERNAL_TEST_STORE_METRICS_IN_LOCALSTACK)
+
+
 def collect_config_items() -> list[tuple[str, Any]]:
     """Returns a list of key-value tuples of LocalStack configuration values."""
     none = object()  # sentinel object
diff --git a/localstack-core/localstack/constants.py b/localstack-core/localstack/constants.py
index 27e3ace83c083..874aec679c24b 100644
--- a/localstack-core/localstack/constants.py
+++ b/localstack-core/localstack/constants.py
@@ -80,6 +80,10 @@
 # environment variable name to tag collect metrics during a test run
 ENV_INTERNAL_TEST_COLLECT_METRIC = "LOCALSTACK_INTERNAL_TEST_COLLECT_METRIC"
 
+# environment variable name to indicate that metrics should be stored within the container
+ENV_INTERNAL_TEST_STORE_METRICS_IN_LOCALSTACK = "LOCALSTACK_INTERNAL_TEST_METRICS_IN_LOCALSTACK"
+ENV_INTERNAL_TEST_STORE_METRICS_PATH = "LOCALSTACK_INTERNAL_TEST_STORE_METRICS_PATH"
+
 # environment variable that flags whether pro was activated. do not use it for security purposes!
 ENV_PRO_ACTIVATED = "PRO_ACTIVATED"
 

From ed5c787bc3ef58308dae17e2f6e39d1e94c6b112 Mon Sep 17 00:00:00 2001
From: Alex Rashed <2796604+alexrashed@users.noreply.github.com>
Date: Mon, 13 Oct 2025 10:12:13 +0200
Subject: [PATCH 292/697] drop python 3.9 and add tests for 3.14 in the cli
 (#13247)

---
 .github/actions/build-image/action.yml        |   2 +-
 .../action.yml                                |   4 +-
 .github/actions/setup-tests-env/action.yml    |   2 +-
 .github/workflows/asf-updates.yml             |   2 +
 .github/workflows/aws-main.yml                |   1 +
 .github/workflows/aws-tests-s3-image.yml      |   4 +-
 .github/workflows/marker-report.yml           |   2 +
 .github/workflows/tests-bin.yml               |   3 +
 .github/workflows/tests-cli.yml               |   5 +-
 .github/workflows/tests-podman.yml            |   2 +
 .github/workflows/tests-pro-integration.yml   |   2 +-
 localstack-core/localstack/cli/exceptions.py  |   2 +-
 localstack-core/localstack/cli/localstack.py  |   8 +-
 localstack-core/localstack/cli/lpm.py         |   7 +-
 localstack-core/localstack/cli/profiles.py    |   3 +-
 localstack-core/localstack/config.py          |  24 +-
 localstack-core/localstack/packages/api.py    |  17 +-
 localstack-core/localstack/packages/core.py   |   4 +-
 .../testing/pytest/cloudformation/fixtures.py |   6 +-
 .../localstack/testing/pytest/container.py    |   9 +-
 .../localstack/testing/pytest/fixtures.py     |  39 +--
 .../localstack/testing/pytest/marking.py      |   9 +-
 .../testing/pytest/stepfunctions/utils.py     |   7 +-
 .../localstack/testing/pytest/util.py         |   2 +-
 .../testing/pytest/validation_tracking.py     |   3 +-
 .../localstack/utils/analytics/events.py      |   4 +-
 .../localstack/utils/analytics/metadata.py    |   3 +-
 .../utils/analytics/metrics/counter.py        |  14 +-
 .../localstack/utils/analytics/publisher.py   |   3 +-
 .../analytics/service_request_aggregator.py   |   4 +-
 localstack-core/localstack/utils/archives.py  |  22 +-
 localstack-core/localstack/utils/aws/arns.py  |  14 +-
 .../localstack/utils/aws/aws_responses.py     |  14 +-
 .../localstack/utils/aws/aws_stack.py         |   5 +-
 .../utils/aws/message_forwarding.py           |   3 +-
 .../localstack/utils/aws/request_context.py   |   9 +-
 .../localstack/utils/batch_policy.py          |   6 +-
 localstack-core/localstack/utils/bootstrap.py |  14 +-
 .../utils/cloudwatch/cloudwatch_util.py       |  10 +-
 .../localstack/utils/collections.py           |  15 +-
 .../localstack/utils/config_listener.py       |   2 +-
 .../localstack/utils/container_networking.py  |   5 +-
 .../utils/container_utils/container_client.py | 246 ++++++++----------
 .../container_utils/docker_cmd_client.py      |  84 +++---
 .../container_utils/docker_sdk_client.py      | 125 ++++-----
 localstack-core/localstack/utils/diagnose.py  |   5 +-
 .../localstack/utils/docker_utils.py          |   7 +-
 localstack-core/localstack/utils/functions.py |   5 +-
 localstack-core/localstack/utils/http.py      |   9 +-
 localstack-core/localstack/utils/json.py      |   6 +-
 .../utils/kinesis/kinesis_connector.py        |   3 +-
 localstack-core/localstack/utils/net.py       |  12 +-
 .../utils/no_exit_argument_parser.py          |   4 +-
 localstack-core/localstack/utils/numbers.py   |   4 +-
 localstack-core/localstack/utils/objects.py   |  11 +-
 localstack-core/localstack/utils/patch.py     |   3 +-
 localstack-core/localstack/utils/run.py       |  19 +-
 localstack-core/localstack/utils/scheduler.py |  22 +-
 .../localstack/utils/server/tcp_proxy.py      |   4 +-
 localstack-core/localstack/utils/serving.py   |   5 +-
 localstack-core/localstack/utils/strings.py   |  21 +-
 localstack-core/localstack/utils/sync.py      |   3 +-
 localstack-core/localstack/utils/tagging.py   |   5 +-
 localstack-core/localstack/utils/testutil.py  |   9 +-
 localstack-core/localstack/utils/threads.py   |   4 +-
 localstack-core/localstack/utils/time.py      |   3 +-
 localstack-core/localstack/utils/urls.py      |   4 +-
 pyproject.toml                                |  14 +-
 68 files changed, 470 insertions(+), 483 deletions(-)

diff --git a/.github/actions/build-image/action.yml b/.github/actions/build-image/action.yml
index eeb8832cb4494..ec17d18e80a25 100644
--- a/.github/actions/build-image/action.yml
+++ b/.github/actions/build-image/action.yml
@@ -19,7 +19,7 @@ runs:
   # This GH Action requires localstack repo in 'localstack' dir + full git history (fetch-depth: 0)
   steps:
     - name: Set up Python
-      uses: actions/setup-python@v5
+      uses: actions/setup-python@v6
       with:
         python-version-file: 'localstack/.python-version'
 
diff --git a/.github/actions/load-localstack-docker-from-artifacts/action.yml b/.github/actions/load-localstack-docker-from-artifacts/action.yml
index cb22c52682734..a86352b786a43 100644
--- a/.github/actions/load-localstack-docker-from-artifacts/action.yml
+++ b/.github/actions/load-localstack-docker-from-artifacts/action.yml
@@ -9,12 +9,12 @@ runs:
   using: "composite"
   steps:
     - name: Download Docker Image
-      uses: actions/download-artifact@v4
+      uses: actions/download-artifact@v5
       with:
         name: localstack-docker-image-${{ inputs.platform }}
 
     - name: Set up Python
-      uses: actions/setup-python@v5
+      uses: actions/setup-python@v6
       with:
         python-version-file: '.python-version'
         cache: 'pip'
diff --git a/.github/actions/setup-tests-env/action.yml b/.github/actions/setup-tests-env/action.yml
index 95cd7fe359787..f33279972c9f2 100644
--- a/.github/actions/setup-tests-env/action.yml
+++ b/.github/actions/setup-tests-env/action.yml
@@ -4,7 +4,7 @@ runs:
   using: "composite"
   steps:
     - name: Set up Python
-      uses: actions/setup-python@v5
+      uses: actions/setup-python@v6
       with:
         python-version-file: '.python-version'
         cache: 'pip'
diff --git a/.github/workflows/asf-updates.yml b/.github/workflows/asf-updates.yml
index 45d20e220dab0..161b83d8ed413 100644
--- a/.github/workflows/asf-updates.yml
+++ b/.github/workflows/asf-updates.yml
@@ -22,6 +22,8 @@ jobs:
       - name: Set up Python
         id: setup-python
         uses: actions/setup-python@v6
+        with:
+          python-version-file: '.python-version'
 
       - name: Install release helper dependencies
         run: pip install --upgrade setuptools setuptools_scm uv
diff --git a/.github/workflows/aws-main.yml b/.github/workflows/aws-main.yml
index f948790bdb46b..38fa32bf8c0e1 100644
--- a/.github/workflows/aws-main.yml
+++ b/.github/workflows/aws-main.yml
@@ -105,6 +105,7 @@ jobs:
         - name: Set up Python
           uses: actions/setup-python@v6
           with:
+            python-version-file: '.python-version'
             cache: 'pip'
             cache-dependency-path: 'requirements-dev.txt'
 
diff --git a/.github/workflows/aws-tests-s3-image.yml b/.github/workflows/aws-tests-s3-image.yml
index 1adc43f049685..9b39cc7e6b8bc 100644
--- a/.github/workflows/aws-tests-s3-image.yml
+++ b/.github/workflows/aws-tests-s3-image.yml
@@ -115,6 +115,8 @@ jobs:
 
       - name: Set up Python
         uses: actions/setup-python@v6
+        with:
+          python-version-file: '.python-version'
 
       - name: Install docker build dependencies
         run: pip install --upgrade setuptools setuptools_scm
@@ -209,7 +211,7 @@ jobs:
       - name: Set up Python
         uses: actions/setup-python@v6
         with:
-          python-version: '3.11'
+          python-version-file: '.python-version'
 
       - name: Install docker build dependencies
         run: pip install --upgrade setuptools setuptools_scm
diff --git a/.github/workflows/marker-report.yml b/.github/workflows/marker-report.yml
index d978bb31f966d..5ed734efe6948 100644
--- a/.github/workflows/marker-report.yml
+++ b/.github/workflows/marker-report.yml
@@ -45,6 +45,8 @@ jobs:
       - name: Set up Python
         id: setup-python
         uses: actions/setup-python@v6
+        with:
+          python-version-file: '.python-version'
 
       - name: Cache LocalStack community dependencies (venv)
         uses: actions/cache@v4
diff --git a/.github/workflows/tests-bin.yml b/.github/workflows/tests-bin.yml
index 1e207b372dca6..33b7a0340208d 100644
--- a/.github/workflows/tests-bin.yml
+++ b/.github/workflows/tests-bin.yml
@@ -30,6 +30,9 @@ jobs:
 
       - name: Set up Python
         uses: actions/setup-python@v6
+        with:
+          python-version-file: '.python-version'
+
 
       - name: Install helper script dependencies
         run: pip install --upgrade setuptools setuptools_scm
diff --git a/.github/workflows/tests-cli.yml b/.github/workflows/tests-cli.yml
index e072500284d94..44be55aabc054 100644
--- a/.github/workflows/tests-cli.yml
+++ b/.github/workflows/tests-cli.yml
@@ -76,7 +76,7 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        python-version: [ "3.9", "3.10", "3.11", "3.12", "3.13" ]
+        python-version: [ "3.10", "3.11", "3.12", "3.13", "3.14" ]
     timeout-minutes: 10
     env:
       # Set job-specific environment variables for pytest-tinybird
@@ -85,17 +85,20 @@ jobs:
     steps:
       - name: Checkout
         uses: actions/checkout@v5
+
       - name: Set up Python
         id: setup-python
         uses: actions/setup-python@v6
         with:
           python-version: ${{ matrix.python-version }}
+
       - name: Install CLI test dependencies
         run: |
           make venv
           source .venv/bin/activate
           pip install -e .
           pip install pytest pytest-tinybird
+
       - name: Run CLI tests
         env:
           PYTEST_ADDOPTS: "${{ env.TINYBIRD_PYTEST_ARGS }}-p no:localstack.testing.pytest.fixtures -p no:localstack_snapshot.pytest.snapshot -p no:localstack.testing.pytest.filters -p no:localstack.testing.pytest.fixture_conflicts -p no:localstack.testing.pytest.validation_tracking -p no:localstack.testing.pytest.path_filter -p no:tests.fixtures -p no:localstack.testing.pytest.stepfunctions.fixtures -p no:localstack.testing.pytest.cloudformation.fixtures -s"
diff --git a/.github/workflows/tests-podman.yml b/.github/workflows/tests-podman.yml
index a12f6f11493e1..5d7b4c4dd11fb 100644
--- a/.github/workflows/tests-podman.yml
+++ b/.github/workflows/tests-podman.yml
@@ -41,6 +41,8 @@ jobs:
 
       - name: Set up Python
         uses: actions/setup-python@v6
+        with:
+          python-version-file: '.python-version'
 
       - name: Install podman and test dependencies
         run: |
diff --git a/.github/workflows/tests-pro-integration.yml b/.github/workflows/tests-pro-integration.yml
index a428f76cd8ad2..3067d88a8c908 100644
--- a/.github/workflows/tests-pro-integration.yml
+++ b/.github/workflows/tests-pro-integration.yml
@@ -205,7 +205,7 @@ jobs:
           token: ${{ secrets.PRO_ACCESS_TOKEN }}
           path: localstack-pro
 
-      - name: Set up Python 3.11
+      - name: Set up Python
         id: setup-python
         uses: actions/setup-python@v6
         with:
diff --git a/localstack-core/localstack/cli/exceptions.py b/localstack-core/localstack/cli/exceptions.py
index cd65d2ee13d26..eb077c97c0ef7 100644
--- a/localstack-core/localstack/cli/exceptions.py
+++ b/localstack-core/localstack/cli/exceptions.py
@@ -12,7 +12,7 @@ class CLIError(ClickException):
     def format_message(self) -> str:
         return click.style(f"❌ Error: {self.message}", fg="red")
 
-    def show(self, file: t.Optional[t.IO[t.Any]] = None) -> None:
+    def show(self, file: t.IO[t.Any] | None = None) -> None:
         if file is None:
             file = get_text_stderr()
 
diff --git a/localstack-core/localstack/cli/localstack.py b/localstack-core/localstack/cli/localstack.py
index 103bd642d81ef..8eb5589fb5176 100644
--- a/localstack-core/localstack/cli/localstack.py
+++ b/localstack-core/localstack/cli/localstack.py
@@ -3,7 +3,7 @@
 import os
 import sys
 import traceback
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 import click
 import requests
@@ -320,8 +320,8 @@ class DockerStatus(TypedDict, total=False):
     image_tag: str
     image_id: str
     image_created: str
-    container_name: Optional[str]
-    container_ip: Optional[str]
+    container_name: str | None
+    container_ip: str | None
 
 
 def _print_docker_status(format_: str) -> None:
@@ -699,7 +699,7 @@ def cmd_logs(follow: bool, tail: int) -> None:
     metavar="N",
 )
 @publish_invocation
-def cmd_wait(timeout: Optional[float] = None) -> None:
+def cmd_wait(timeout: float | None = None) -> None:
     """
     Wait for the LocalStack runtime to be up and running.
 
diff --git a/localstack-core/localstack/cli/lpm.py b/localstack-core/localstack/cli/lpm.py
index 719051b8fe38e..5d90dbf7b0732 100644
--- a/localstack-core/localstack/cli/lpm.py
+++ b/localstack-core/localstack/cli/lpm.py
@@ -1,7 +1,6 @@
 import itertools
 import logging
 from multiprocessing.pool import ThreadPool
-from typing import Optional
 
 import click
 from rich.console import Console
@@ -75,9 +74,9 @@ def _do_install_package(package: Package, version: str = None, target: InstallTa
 )
 def install(
     package: list[str],
-    parallel: Optional[int] = 1,
-    version: Optional[str] = None,
-    target: Optional[str] = None,
+    parallel: int | None = 1,
+    version: str | None = None,
+    target: str | None = None,
 ):
     """Install one or more packages."""
     try:
diff --git a/localstack-core/localstack/cli/profiles.py b/localstack-core/localstack/cli/profiles.py
index 5af5e089658a4..4058d82f2b1b3 100644
--- a/localstack-core/localstack/cli/profiles.py
+++ b/localstack-core/localstack/cli/profiles.py
@@ -1,7 +1,6 @@
 import argparse
 import os
 import sys
-from typing import Optional
 
 # important: this needs to be free of localstack imports
 
@@ -44,7 +43,7 @@ def set_and_remove_profile_from_sys_argv():
         os.environ["CONFIG_PROFILE"] = profile.strip()
 
 
-def parse_p_argument(args) -> Optional[str]:
+def parse_p_argument(args) -> str | None:
     """
     Lightweight arg parsing to find the first occurrence of ``-p <config>``, or ``-p=<config>`` and return the value of
     ``<config>`` from the given arguments.
diff --git a/localstack-core/localstack/config.py b/localstack-core/localstack/config.py
index bccaddbf86257..13fbc8a81b825 100644
--- a/localstack-core/localstack/config.py
+++ b/localstack-core/localstack/config.py
@@ -10,7 +10,7 @@
 import warnings
 from collections import defaultdict
 from collections.abc import Mapping
-from typing import Any, Optional, TypeVar, Union
+from typing import Any, TypeVar
 
 from localstack import constants
 from localstack.constants import (
@@ -209,13 +209,13 @@ def __str__(self):
         return str(self.__dict__)
 
 
-def eval_log_type(env_var_name: str) -> Union[str, bool]:
+def eval_log_type(env_var_name: str) -> str | bool:
     """Get the log type from environment variable"""
     ls_log = os.environ.get(env_var_name, "").lower().strip()
     return ls_log if ls_log in LOG_LEVELS else False
 
 
-def parse_boolean_env(env_var_name: str) -> Optional[bool]:
+def parse_boolean_env(env_var_name: str) -> bool | None:
     """Parse the value of the given env variable and return True/False, or None if it is not a boolean value."""
     value = os.environ.get(env_var_name, "").lower().strip()
     if value in TRUE_STRINGS:
@@ -650,7 +650,7 @@ class UniqueHostAndPortList(list[HostAndPort]):
         - Identical identical hosts and ports are de-duped
     """
 
-    def __init__(self, iterable: Union[list[HostAndPort], None] = None):
+    def __init__(self, iterable: list[HostAndPort] | None = None):
         super().__init__(iterable or [])
         self._ensure_unique()
 
@@ -1509,10 +1509,10 @@ def get_protocol() -> str:
 
 
 def external_service_url(
-    host: Optional[str] = None,
-    port: Optional[int] = None,
-    protocol: Optional[str] = None,
-    subdomains: Optional[str] = None,
+    host: str | None = None,
+    port: int | None = None,
+    protocol: str | None = None,
+    subdomains: str | None = None,
 ) -> str:
     """Returns a service URL (e.g., SQS queue URL) to an external client (e.g., boto3) potentially running on another
     machine than LocalStack. The configurations LOCALSTACK_HOST and USE_SSL can customize these returned URLs.
@@ -1529,10 +1529,10 @@ def external_service_url(
 
 
 def internal_service_url(
-    host: Optional[str] = None,
-    port: Optional[int] = None,
-    protocol: Optional[str] = None,
-    subdomains: Optional[str] = None,
+    host: str | None = None,
+    port: int | None = None,
+    protocol: str | None = None,
+    subdomains: str | None = None,
 ) -> str:
     """Returns a service URL for internal use within LocalStack (i.e., same host).
     The configuration USE_SSL can customize these returned URLs but LOCALSTACK_HOST has no effect.
diff --git a/localstack-core/localstack/packages/api.py b/localstack-core/localstack/packages/api.py
index 04d50b0012f87..88a9e4a54b63b 100644
--- a/localstack-core/localstack/packages/api.py
+++ b/localstack-core/localstack/packages/api.py
@@ -3,10 +3,11 @@
 import logging
 import os
 from collections import defaultdict
+from collections.abc import Callable
 from enum import Enum
 from inspect import getmodule
-from threading import RLock
-from typing import Any, Callable, Generic, Optional, ParamSpec, TypeVar
+from threading import Lock, RLock
+from typing import Any, Generic, ParamSpec, TypeVar
 
 from plux import Plugin, PluginManager, PluginSpec  # type: ignore
 
@@ -56,7 +57,7 @@ class PackageInstaller(abc.ABC):
     multiple versions).
     """
 
-    def __init__(self, name: str, version: str, install_lock: Optional[RLock] = None):
+    def __init__(self, name: str, version: str, install_lock: Lock | None = None):
         """
         :param name: technical package name, f.e. "opensearch"
         :param version: version of the package to install
@@ -70,7 +71,7 @@ def __init__(self, name: str, version: str, install_lock: Optional[RLock] = None
         self.install_lock = install_lock or RLock()
         self._setup_for_target: dict[InstallTarget, bool] = defaultdict(lambda: False)
 
-    def install(self, target: Optional[InstallTarget] = None) -> None:
+    def install(self, target: InstallTarget | None = None) -> None:
         """
         Performs the package installation.
 
@@ -210,7 +211,7 @@ def get_installed_dir(self, version: str | None = None) -> str | None:
         """
         return self.get_installer(version).get_installed_dir()
 
-    def install(self, version: str | None = None, target: Optional[InstallTarget] = None) -> None:
+    def install(self, version: str | None = None, target: InstallTarget | None = None) -> None:
         """
         Installs the package in the given version in the preferred target location.
         :param version: version of the package to install. If None, the default version of the package will be used.
@@ -274,7 +275,7 @@ def __init__(self, name: str, version: str, package_installer: list[PackageInsta
         assert len(package_installer) > 0
         self.package_installer = package_installer
 
-    def install(self, target: Optional[InstallTarget] = None) -> None:
+    def install(self, target: InstallTarget | None = None) -> None:
         """
         Installs the different packages this installer is composed of.
 
@@ -356,7 +357,7 @@ def get_all_packages(self) -> list[tuple[str, str, Package[PackageInstaller]]]:
         )
 
     def get_packages(
-        self, package_names: list[str], version: Optional[str] = None
+        self, package_names: list[str], version: str | None = None
     ) -> list[Package[PackageInstaller]]:
         # Plugin names are unique, but there could be multiple packages with the same name in different scopes
         plugin_specs_per_name = defaultdict(list)
@@ -390,7 +391,7 @@ def get_packages(
 def package(
     name: str | None = None,
     scope: str = "community",
-    should_load: Optional[Callable[[], bool]] = None,
+    should_load: Callable[[], bool] | None = None,
 ) -> Callable[[Callable[[], Package[Any] | list[Package[Any]]]], PluginSpec]:
     """
     Decorator for marking methods that create Package instances as a PackagePlugin.
diff --git a/localstack-core/localstack/packages/core.py b/localstack-core/localstack/packages/core.py
index fcc9ed180e19b..c969521f9872e 100644
--- a/localstack-core/localstack/packages/core.py
+++ b/localstack-core/localstack/packages/core.py
@@ -4,7 +4,7 @@
 from abc import ABC
 from functools import lru_cache
 from sys import version_info
-from typing import Any, Optional
+from typing import Any
 
 import requests
 
@@ -238,7 +238,7 @@ def __init__(
         self,
         package_name: str,
         version: str,
-        package_spec: Optional[str] = None,
+        package_spec: str | None = None,
         main_module: str = "main.js",
     ):
         """
diff --git a/localstack-core/localstack/testing/pytest/cloudformation/fixtures.py b/localstack-core/localstack/testing/pytest/cloudformation/fixtures.py
index 137766d430f5b..7ed590e23f42b 100644
--- a/localstack-core/localstack/testing/pytest/cloudformation/fixtures.py
+++ b/localstack-core/localstack/testing/pytest/cloudformation/fixtures.py
@@ -1,7 +1,7 @@
 import json
 from collections import defaultdict
-from collections.abc import Generator
-from typing import Callable, Optional, TypedDict
+from collections.abc import Callable, Generator
+from typing import TypedDict
 
 import pytest
 from botocore.exceptions import WaiterError
@@ -13,7 +13,7 @@
 
 
 class NormalizedEvent(TypedDict):
-    PhysicalResourceId: Optional[str]
+    PhysicalResourceId: str | None
     LogicalResourceId: str
     ResourceType: str
     ResourceStatus: str
diff --git a/localstack-core/localstack/testing/pytest/container.py b/localstack-core/localstack/testing/pytest/container.py
index aebb452c5d3d1..354454019b0db 100644
--- a/localstack-core/localstack/testing/pytest/container.py
+++ b/localstack-core/localstack/testing/pytest/container.py
@@ -2,8 +2,7 @@
 import os
 import shlex
 import threading
-from collections.abc import Generator
-from typing import Callable, Optional
+from collections.abc import Callable, Generator
 
 import pytest
 
@@ -38,8 +37,8 @@ def __call__(
         self,
         # convenience properties
         pro: bool = False,
-        publish: Optional[list[int]] = None,
-        configurators: Optional[list[ContainerConfigurator]] = None,
+        publish: list[int] | None = None,
+        configurators: list[ContainerConfigurator] | None = None,
         # ContainerConfig properties
         **kwargs,
     ) -> Container:
@@ -172,7 +171,7 @@ def container_factory() -> Generator[ContainerFactory, None, None]:
 
 @pytest.fixture(scope="session")
 def wait_for_localstack_ready():
-    def _wait_for(container: RunningContainer, timeout: Optional[float] = None):
+    def _wait_for(container: RunningContainer, timeout: float | None = None):
         container.wait_until_ready(timeout)
 
         poll_condition(
diff --git a/localstack-core/localstack/testing/pytest/fixtures.py b/localstack-core/localstack/testing/pytest/fixtures.py
index 0c54995ea3223..3cc647abe9854 100644
--- a/localstack-core/localstack/testing/pytest/fixtures.py
+++ b/localstack-core/localstack/testing/pytest/fixtures.py
@@ -6,7 +6,8 @@
 import re
 import textwrap
 import time
-from typing import TYPE_CHECKING, Any, Callable, Optional, Unpack
+from collections.abc import Callable
+from typing import TYPE_CHECKING, Any, Unpack
 
 import botocore.auth
 import botocore.config
@@ -357,8 +358,8 @@ def factory(**kwargs):
 def sqs_receive_messages_delete(aws_client):
     def factory(
         queue_url: str,
-        expected_messages: Optional[int] = None,
-        wait_time: Optional[int] = 5,
+        expected_messages: int | None = None,
+        wait_time: int | None = 5,
     ):
         response = aws_client.sqs.receive_message(
             QueueUrl=queue_url,
@@ -706,7 +707,7 @@ def factory(**kwargs):
 def transcribe_create_job(s3_bucket, aws_client):
     job_names = []
 
-    def _create_job(audio_file: str, params: Optional[dict[str, Any]] = None) -> str:
+    def _create_job(audio_file: str, params: dict[str, Any] | None = None) -> str:
         s3_key = "test-clip.wav"
 
         if not params:
@@ -1085,18 +1086,18 @@ def deploy_cfn_template(
 
     def _deploy(
         *,
-        is_update: Optional[bool] = False,
-        stack_name: Optional[str] = None,
-        change_set_name: Optional[str] = None,
-        template: Optional[str] = None,
-        template_path: Optional[str | os.PathLike] = None,
-        template_mapping: Optional[dict[str, Any]] = None,
-        parameters: Optional[dict[str, str]] = None,
-        role_arn: Optional[str] = None,
-        max_wait: Optional[int] = None,
-        delay_between_polls: Optional[int] = 2,
-        custom_aws_client: Optional[ServiceLevelClientFactory] = None,
-        raw_parameters: Optional[list[Parameter]] = None,
+        is_update: bool | None = False,
+        stack_name: str | None = None,
+        change_set_name: str | None = None,
+        template: str | None = None,
+        template_path: str | os.PathLike | None = None,
+        template_mapping: dict[str, Any] | None = None,
+        parameters: dict[str, str] | None = None,
+        role_arn: str | None = None,
+        max_wait: int | None = None,
+        delay_between_polls: int | None = 2,
+        custom_aws_client: ServiceLevelClientFactory | None = None,
+        raw_parameters: list[Parameter] | None = None,
     ) -> DeployResult:
         if is_update:
             assert stack_name
@@ -1262,7 +1263,7 @@ def _inner():
 
 @pytest.fixture
 def is_change_set_finished(aws_client):
-    def _is_change_set_finished(change_set_id: str, stack_name: Optional[str] = None):
+    def _is_change_set_finished(change_set_id: str, stack_name: str | None = None):
         def _inner():
             kwargs = {"ChangeSetName": change_set_id}
             if stack_name:
@@ -1993,7 +1994,7 @@ def setup_sender_email_address(ses_verify_identity):
     email address and verify them.
     """
 
-    def inner(sender_email_address: Optional[str] = None) -> str:
+    def inner(sender_email_address: str | None = None) -> str:
         if is_aws_cloud():
             if sender_email_address is None:
                 raise ValueError(
@@ -2252,7 +2253,7 @@ def assert_host_customisation(monkeypatch):
     def asserter(
         url: str,
         *,
-        custom_host: Optional[str] = None,
+        custom_host: str | None = None,
     ):
         if custom_host is not None:
             assert custom_host in url, f"Could not find `{custom_host}` in `{url}`"
diff --git a/localstack-core/localstack/testing/pytest/marking.py b/localstack-core/localstack/testing/pytest/marking.py
index f677d64e0f249..40e07016db1b2 100644
--- a/localstack-core/localstack/testing/pytest/marking.py
+++ b/localstack-core/localstack/testing/pytest/marking.py
@@ -3,7 +3,8 @@
 """
 
 import os
-from typing import TYPE_CHECKING, Callable, Optional
+from collections.abc import Callable
+from typing import TYPE_CHECKING
 
 import pytest
 from _pytest.config import PytestPluginManager
@@ -36,13 +37,13 @@ class SkipSnapshotVerifyMarker:
     def __call__(
         self,
         *,
-        paths: "Optional[list[str]]" = None,
-        condition: "Optional[Callable[[...], bool]]" = None,
+        paths: "list[str] | None" = None,
+        condition: "Callable[[...], bool] | None" = None,
     ): ...
 
 
 class MultiRuntimeMarker:
-    def __call__(self, *, scenario: str, runtimes: Optional[list[str]] = None): ...
+    def __call__(self, *, scenario: str, runtimes: list[str] | None = None): ...
 
 
 class SnapshotMarkers:
diff --git a/localstack-core/localstack/testing/pytest/stepfunctions/utils.py b/localstack-core/localstack/testing/pytest/stepfunctions/utils.py
index 19f954e51fb54..3c0feda0a7f90 100644
--- a/localstack-core/localstack/testing/pytest/stepfunctions/utils.py
+++ b/localstack-core/localstack/testing/pytest/stepfunctions/utils.py
@@ -1,6 +1,7 @@
 import json
 import logging
-from typing import Callable, Final, Optional
+from collections.abc import Callable
+from typing import Final
 
 from botocore.exceptions import ClientError
 from jsonpath_ng.ext import parse
@@ -402,8 +403,8 @@ def create_state_machine_with_iam_role(
     create_state_machine,
     snapshot,
     definition: Definition,
-    logging_configuration: Optional[LoggingConfiguration] = None,
-    state_machine_name: Optional[str] = None,
+    logging_configuration: LoggingConfiguration | None = None,
+    state_machine_name: str | None = None,
     state_machine_type: StateMachineType = StateMachineType.STANDARD,
 ):
     snf_role_arn = create_state_machine_iam_role(target_aws_client=target_aws_client)
diff --git a/localstack-core/localstack/testing/pytest/util.py b/localstack-core/localstack/testing/pytest/util.py
index 28e88a8dbef24..9785e5e2b13f3 100644
--- a/localstack-core/localstack/testing/pytest/util.py
+++ b/localstack-core/localstack/testing/pytest/util.py
@@ -1,7 +1,7 @@
 import os
 import pwd
+from collections.abc import Callable
 from multiprocessing import Process, ProcessError
-from typing import Callable
 
 
 def run_as_os_user(target: Callable, uid: str | int, gid: str | int = None):
diff --git a/localstack-core/localstack/testing/pytest/validation_tracking.py b/localstack-core/localstack/testing/pytest/validation_tracking.py
index 9c3531a31781a..8cb3b75ba0314 100644
--- a/localstack-core/localstack/testing/pytest/validation_tracking.py
+++ b/localstack-core/localstack/testing/pytest/validation_tracking.py
@@ -9,7 +9,6 @@
 import json
 import os
 from pathlib import Path
-from typing import Optional
 
 import pytest
 from pluggy import Result
@@ -28,7 +27,7 @@
 """
 
 
-def find_validation_data_for_item(item: pytest.Item) -> Optional[dict]:
+def find_validation_data_for_item(item: pytest.Item) -> dict | None:
     base_path = os.path.join(item.fspath.dirname, item.fspath.purebasename)
     snapshot_path = f"{base_path}.validation.json"
 
diff --git a/localstack-core/localstack/utils/analytics/events.py b/localstack-core/localstack/utils/analytics/events.py
index 5c81385b81865..ada536431f35a 100644
--- a/localstack-core/localstack/utils/analytics/events.py
+++ b/localstack-core/localstack/utils/analytics/events.py
@@ -1,8 +1,8 @@
 import abc
 import dataclasses
-from typing import Any, Union
+from typing import Any
 
-EventPayload = Union[dict[str, Any], Any]  # FIXME: better typing
+EventPayload = dict[str, Any] | Any  # FIXME: better typing
 
 
 @dataclasses.dataclass
diff --git a/localstack-core/localstack/utils/analytics/metadata.py b/localstack-core/localstack/utils/analytics/metadata.py
index e5ddec72c73cd..2b1d16dcd2348 100644
--- a/localstack-core/localstack/utils/analytics/metadata.py
+++ b/localstack-core/localstack/utils/analytics/metadata.py
@@ -2,7 +2,6 @@
 import logging
 import os
 import platform
-from typing import Optional
 
 from localstack import config
 from localstack.constants import VERSION
@@ -201,7 +200,7 @@ def _generate_machine_id() -> str:
     return f"gen_{long_uid()[:12]}"
 
 
-def get_api_key_or_auth_token() -> Optional[str]:
+def get_api_key_or_auth_token() -> str | None:
     # TODO: this is duplicated code from ext, but should probably migrate that to localstack
     auth_token = os.environ.get("LOCALSTACK_AUTH_TOKEN", "").strip("'\" ")
     if auth_token:
diff --git a/localstack-core/localstack/utils/analytics/metrics/counter.py b/localstack-core/localstack/utils/analytics/metrics/counter.py
index 04f4d87acd482..acf25db4d2615 100644
--- a/localstack-core/localstack/utils/analytics/metrics/counter.py
+++ b/localstack-core/localstack/utils/analytics/metrics/counter.py
@@ -1,7 +1,7 @@
 import threading
 from collections import defaultdict
 from dataclasses import dataclass
-from typing import Any, Optional, Union
+from typing import Any
 
 from localstack import config
 
@@ -38,7 +38,7 @@ class LabeledCounterPayload:
     value: int
     type: str
     schema_version: int
-    labels: dict[str, Union[str, float]]
+    labels: dict[str, str | float]
 
     def as_dict(self) -> dict[str, Any]:
         payload_dict = {
@@ -140,10 +140,8 @@ class LabeledCounter(Metric):
 
     _type: str
     _labels: list[str]
-    _label_values: tuple[Optional[Union[str, float]], ...]
-    _counters_by_label_values: defaultdict[
-        tuple[Optional[Union[str, float]], ...], ThreadSafeCounter
-    ]
+    _label_values: tuple[str | float | None, ...]
+    _counters_by_label_values: defaultdict[tuple[str | float | None, ...], ThreadSafeCounter]
 
     def __init__(self, namespace: str, name: str, labels: list[str], schema_version: int = 1):
         super().__init__(namespace=namespace, name=name, schema_version=schema_version)
@@ -162,7 +160,7 @@ def __init__(self, namespace: str, name: str, labels: list[str], schema_version:
         self._counters_by_label_values = defaultdict(ThreadSafeCounter)
         MetricRegistry().register(self)
 
-    def labels(self, **kwargs: Union[str, float, None]) -> ThreadSafeCounter:
+    def labels(self, **kwargs: str | float | None) -> ThreadSafeCounter:
         """
         Create a scoped counter instance with specific label values.
 
@@ -198,7 +196,7 @@ def collect(self) -> list[LabeledCounterPayload]:
                 )
 
             # Create labels dictionary
-            labels_dict = dict(zip(self._labels, label_values))
+            labels_dict = dict(zip(self._labels, label_values, strict=False))
 
             payload.append(
                 LabeledCounterPayload(
diff --git a/localstack-core/localstack/utils/analytics/publisher.py b/localstack-core/localstack/utils/analytics/publisher.py
index 083e53d77ad98..383b618280f34 100644
--- a/localstack-core/localstack/utils/analytics/publisher.py
+++ b/localstack-core/localstack/utils/analytics/publisher.py
@@ -4,7 +4,6 @@
 import threading
 import time
 from queue import Full, Queue
-from typing import Optional
 
 from localstack import config
 from localstack.utils.threads import start_thread, start_worker_thread
@@ -93,7 +92,7 @@ def close(self):
         self._stopping.set()
         self._command_queue.put(self._cmd_stop)
 
-    def close_sync(self, timeout: Optional[float] = None):
+    def close_sync(self, timeout: float | None = None):
         self.close()
         return self._stopped.wait(timeout)
 
diff --git a/localstack-core/localstack/utils/analytics/service_request_aggregator.py b/localstack-core/localstack/utils/analytics/service_request_aggregator.py
index 2b0bdd590db2f..661fe2f305329 100644
--- a/localstack-core/localstack/utils/analytics/service_request_aggregator.py
+++ b/localstack-core/localstack/utils/analytics/service_request_aggregator.py
@@ -2,7 +2,7 @@
 import logging
 import threading
 from collections import Counter
-from typing import NamedTuple, Optional
+from typing import NamedTuple
 
 from localstack import config
 from localstack.runtime.shutdown import SHUTDOWN_HANDLERS
@@ -20,7 +20,7 @@ class ServiceRequestInfo(NamedTuple):
     service: str
     operation: str
     status_code: int
-    err_type: Optional[str] = None
+    err_type: str | None = None
 
 
 class ServiceRequestAggregator:
diff --git a/localstack-core/localstack/utils/archives.py b/localstack-core/localstack/utils/archives.py
index 7503bbe8a8667..08328938e776a 100644
--- a/localstack-core/localstack/utils/archives.py
+++ b/localstack-core/localstack/utils/archives.py
@@ -8,7 +8,7 @@
 import time
 import zipfile
 from subprocess import Popen
-from typing import IO, Literal, Optional, Union
+from typing import IO, Literal
 
 from localstack.constants import MAVEN_REPO_URL
 from localstack.utils.files import load_file, mkdir, new_tmp_file, rm_rf, save_file
@@ -22,7 +22,7 @@
 LOG = logging.getLogger(__name__)
 
 
-StrPath = Union[str, os.PathLike]
+StrPath = str | os.PathLike
 
 
 def is_zip_file(content):
@@ -30,13 +30,13 @@ def is_zip_file(content):
     return zipfile.is_zipfile(stream)
 
 
-def get_unzipped_size(zip_file: Union[str, IO[bytes]]):
+def get_unzipped_size(zip_file: str | IO[bytes]):
     """Returns the size of the unzipped file."""
     with zipfile.ZipFile(zip_file, "r") as zip_ref:
         return sum(f.file_size for f in zip_ref.infolist())
 
 
-def unzip(path: str, target_dir: str, overwrite: bool = True) -> Optional[Union[str, Popen]]:
+def unzip(path: str, target_dir: str, overwrite: bool = True) -> str | Popen | None:
     from localstack.utils.platform import is_debian
 
     use_native_cmd = is_debian() or is_command_available("unzip")
@@ -99,7 +99,7 @@ def create_zip_file_python(
     base_dir: StrPath,
     zip_file: StrPath,
     mode: Literal["r", "w", "x", "a"] = "w",
-    content_root: Optional[str] = None,
+    content_root: str | None = None,
 ):
     with zipfile.ZipFile(zip_file, mode) as zip_file:
         for root, dirs, files in os.walk(base_dir):
@@ -122,7 +122,7 @@ def add_file_to_jar(class_file, class_url, target_jar, base_dir=None):
 
 
 def update_jar_manifest(
-    jar_file_name: str, parent_dir: str, search: Union[str, re.Pattern], replace: str
+    jar_file_name: str, parent_dir: str, search: str | re.Pattern, replace: str
 ):
     manifest_file_path = "META-INF/MANIFEST.MF"
     jar_path = os.path.join(parent_dir, jar_file_name)
@@ -174,10 +174,10 @@ def upgrade_jar_file(base_dir: str, file_glob: str, maven_asset: str):
 def download_and_extract(
     archive_url: str,
     target_dir: str,
-    retries: Optional[int] = 0,
-    sleep: Optional[int] = 3,
-    tmp_archive: Optional[str] = None,
-    checksum_url: Optional[str] = None,
+    retries: int | None = 0,
+    sleep: int | None = 3,
+    tmp_archive: str | None = None,
+    checksum_url: str | None = None,
 ) -> None:
     """
     Download and extract an archive to a target directory with optional checksum verification.
@@ -250,7 +250,7 @@ def download_and_extract_with_retry(
     archive_url,
     tmp_archive,
     target_dir,
-    checksum_url: Optional[str] = None,
+    checksum_url: str | None = None,
 ):
     try:
         download_and_extract(
diff --git a/localstack-core/localstack/utils/aws/arns.py b/localstack-core/localstack/utils/aws/arns.py
index ababbd4834b32..5ff1f94c15d37 100644
--- a/localstack-core/localstack/utils/aws/arns.py
+++ b/localstack-core/localstack/utils/aws/arns.py
@@ -1,7 +1,7 @@
 import logging
 import re
 from functools import cache
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 from botocore.utils import ArnParser, InvalidArnException
 
@@ -27,7 +27,7 @@
 ARN_PARTITION_REGEX = r"^arn:(" + "|".join(sorted(PARTITION_NAMES)) + ")"
 
 
-def get_partition(region: Optional[str]) -> str:
+def get_partition(region: str | None) -> str:
     if not region:
         return DEFAULT_PARTITION
     if region in PARTITION_NAMES:
@@ -65,28 +65,28 @@ def parse_arn(arn: str) -> ArnData:
     return _arn_parser.parse_arn(arn)
 
 
-def extract_account_id_from_arn(arn: str) -> Optional[str]:
+def extract_account_id_from_arn(arn: str) -> str | None:
     try:
         return parse_arn(arn).get("account")
     except InvalidArnException:
         return None
 
 
-def extract_region_from_arn(arn: str) -> Optional[str]:
+def extract_region_from_arn(arn: str) -> str | None:
     try:
         return parse_arn(arn).get("region")
     except InvalidArnException:
         return None
 
 
-def extract_service_from_arn(arn: str) -> Optional[str]:
+def extract_service_from_arn(arn: str) -> str | None:
     try:
         return parse_arn(arn).get("service")
     except InvalidArnException:
         return None
 
 
-def extract_resource_from_arn(arn: str) -> Optional[str]:
+def extract_resource_from_arn(arn: str) -> str | None:
     try:
         return parse_arn(arn).get("resource")
     except InvalidArnException:
@@ -285,7 +285,7 @@ def lambda_event_source_mapping_arn(uuid: str, account_id: str, region_name: str
 def lambda_function_or_layer_arn(
     type: str,
     entity_name: str,
-    version: Optional[str],
+    version: str | None,
     account_id: str,
     region_name: str,
 ) -> str:
diff --git a/localstack-core/localstack/utils/aws/aws_responses.py b/localstack-core/localstack/utils/aws/aws_responses.py
index d7bd236019b38..1c1de72e686a2 100644
--- a/localstack-core/localstack/utils/aws/aws_responses.py
+++ b/localstack-core/localstack/utils/aws/aws_responses.py
@@ -3,7 +3,7 @@
 import json
 import re
 from binascii import crc32
-from typing import Any, Optional, Union
+from typing import Any
 from urllib.parse import parse_qs
 
 import xmltodict
@@ -36,10 +36,10 @@ def requests_error_response_json(message, code=500, error_type="InternalFailure"
 
 def requests_error_response_xml(
     message: str,
-    code: Optional[int] = 400,
-    code_string: Optional[str] = "InvalidParameter",
-    service: Optional[str] = None,
-    xmlns: Optional[str] = None,
+    code: int | None = 400,
+    code_string: str | None = "InvalidParameter",
+    service: str | None = None,
+    xmlns: str | None = None,
 ):
     response = RequestsResponse()
     xmlns = xmlns or f"http://{service}.amazonaws.com/doc/2010-03-31/"
@@ -100,7 +100,7 @@ def requests_error_response_xml_signature_calculation(
 
 def requests_error_response(
     req_headers: dict,
-    message: Union[str, bytes],
+    message: str | bytes,
     code: int = 500,
     error_type: str = "InternalFailure",
     service: str = None,
@@ -201,7 +201,7 @@ def parse_query_string(url_or_qs: str, multi_values=False) -> dict[str, str]:
     return result
 
 
-def calculate_crc32(content: Union[str, bytes]) -> int:
+def calculate_crc32(content: str | bytes) -> int:
     return crc32(to_bytes(content)) & 0xFFFFFFFF
 
 
diff --git a/localstack-core/localstack/utils/aws/aws_stack.py b/localstack-core/localstack/utils/aws/aws_stack.py
index 2d105f11269b3..454ee89561b68 100644
--- a/localstack-core/localstack/utils/aws/aws_stack.py
+++ b/localstack-core/localstack/utils/aws/aws_stack.py
@@ -2,7 +2,6 @@
 import re
 import socket
 from functools import lru_cache
-from typing import Union
 
 import boto3
 
@@ -46,7 +45,7 @@ def get_boto3_region() -> str:
     return boto3.session.Session().region_name
 
 
-def get_local_service_url(service_name_or_port: Union[str, int]) -> str:
+def get_local_service_url(service_name_or_port: str | int) -> str:
     """Return the local service URL for the given service name or port."""
     # TODO(srw): we don't need to differentiate on service name any more, so remove the argument
     if isinstance(service_name_or_port, int):
@@ -68,7 +67,7 @@ def get_s3_hostname():
 
 
 def fix_account_id_in_arns(
-    response, replacement: str, colon_delimiter: str = ":", existing: Union[str, list[str]] = None
+    response, replacement: str, colon_delimiter: str = ":", existing: str | list[str] = None
 ):
     """Fix the account ID in the ARNs returned in the given Flask response or string"""
     from moto.core import DEFAULT_ACCOUNT_ID
diff --git a/localstack-core/localstack/utils/aws/message_forwarding.py b/localstack-core/localstack/utils/aws/message_forwarding.py
index d4ca0d0df445c..32ca4e4eefc17 100644
--- a/localstack-core/localstack/utils/aws/message_forwarding.py
+++ b/localstack-core/localstack/utils/aws/message_forwarding.py
@@ -3,7 +3,6 @@
 import logging
 import re
 import uuid
-from typing import Optional
 
 from moto.events.models import events_backends
 
@@ -214,7 +213,7 @@ def list_of_parameters_to_object(items):
     return {item.get("Key"): item.get("Value") for item in items}
 
 
-def send_event_to_api_destination(target_arn, event, http_parameters: Optional[dict] = None):
+def send_event_to_api_destination(target_arn, event, http_parameters: dict | None = None):
     """Send an event to an EventBridge API destination
     See https://docs.aws.amazon.com/eventbridge/latest/userguide/eb-api-destinations.html"""
 
diff --git a/localstack-core/localstack/utils/aws/request_context.py b/localstack-core/localstack/utils/aws/request_context.py
index 10a4c38b337d6..23a56c9bb76ab 100644
--- a/localstack-core/localstack/utils/aws/request_context.py
+++ b/localstack-core/localstack/utils/aws/request_context.py
@@ -4,7 +4,6 @@
 
 import logging
 import re
-from typing import Optional
 
 from rolo import Request as RoloRequest
 
@@ -30,7 +29,7 @@ def get_account_id_from_request(request: RoloRequest) -> str:
     return get_account_id_from_access_key_id(access_key_id)
 
 
-def extract_region_from_auth_header(headers) -> Optional[str]:
+def extract_region_from_auth_header(headers) -> str | None:
     auth = headers.get("Authorization") or ""
     region = re.sub(r".*Credential=[^/]+/[^/]+/([^/]+)/.*", r"\1", auth)
     if region == auth:
@@ -38,12 +37,12 @@ def extract_region_from_auth_header(headers) -> Optional[str]:
     return region
 
 
-def extract_account_id_from_auth_header(headers) -> Optional[str]:
+def extract_account_id_from_auth_header(headers) -> str | None:
     if access_key_id := extract_access_key_id_from_auth_header(headers):
         return get_account_id_from_access_key_id(access_key_id)
 
 
-def extract_access_key_id_from_auth_header(headers: dict[str, str]) -> Optional[str]:
+def extract_access_key_id_from_auth_header(headers: dict[str, str]) -> str | None:
     auth = headers.get("Authorization") or ""
 
     if auth.startswith("AWS4-"):
@@ -67,7 +66,7 @@ def extract_region_from_headers(headers) -> str:
     return extract_region_from_auth_header(headers) or AWS_REGION_US_EAST_1
 
 
-def extract_service_name_from_auth_header(headers: dict) -> Optional[str]:
+def extract_service_name_from_auth_header(headers: dict) -> str | None:
     try:
         auth_header = headers.get("authorization", "")
         credential_scope = auth_header.split(",")[0].split()[1]
diff --git a/localstack-core/localstack/utils/batch_policy.py b/localstack-core/localstack/utils/batch_policy.py
index 1c7f4fa18dfde..cfb5b8b200a2e 100644
--- a/localstack-core/localstack/utils/batch_policy.py
+++ b/localstack-core/localstack/utils/batch_policy.py
@@ -1,6 +1,6 @@
 import copy
 import time
-from typing import Generic, Optional, TypeVar, overload
+from typing import Generic, TypeVar, overload
 
 from pydantic import Field
 from pydantic.dataclasses import dataclass
@@ -47,8 +47,8 @@ class Batcher(Generic[T]):
         assert batcher.flush() == ["item1", "item2", "item3", "item4"]
     """
 
-    max_count: Optional[int] = Field(default=None, description="Maximum number of items", ge=0)
-    max_window: Optional[float] = Field(
+    max_count: int | None = Field(default=None, description="Maximum number of items", ge=0)
+    max_window: float | None = Field(
         default=None, description="Maximum time window in seconds", ge=0
     )
 
diff --git a/localstack-core/localstack/utils/bootstrap.py b/localstack-core/localstack/utils/bootstrap.py
index 8e8280069f0f4..cf47cdcbb7f06 100644
--- a/localstack-core/localstack/utils/bootstrap.py
+++ b/localstack-core/localstack/utils/bootstrap.py
@@ -9,9 +9,9 @@
 import signal
 import threading
 import time
-from collections.abc import Iterable
+from collections.abc import Callable, Iterable
 from functools import wraps
-from typing import Any, Callable, Optional, Union
+from typing import Any
 
 from localstack import config, constants
 from localstack.config import (
@@ -175,7 +175,7 @@ def get_docker_image_details(image_name: str = None) -> dict[str, str]:
     return result
 
 
-def get_image_environment_variable(env_name: str) -> Optional[str]:
+def get_image_environment_variable(env_name: str) -> str | None:
     image_name = get_docker_image_to_start()
     image_info = DOCKER_CLIENT.inspect_image(image_name)
     image_envs = image_info["Config"]["Env"]
@@ -544,7 +544,7 @@ def default_gateway_port(cfg: ContainerConfiguration):
 
     @staticmethod
     def gateway_listen(
-        port: Union[int, Iterable[int], HostAndPort, Iterable[HostAndPort]],
+        port: int | Iterable[int] | HostAndPort | Iterable[HostAndPort],
     ):
         """
         Uses the given ports to configure GATEWAY_LISTEN. For instance, ``gateway_listen([4566, 443])`` would
@@ -1000,7 +1000,7 @@ def shutdown(self, timeout: int = 10, remove: bool = True):
                     return
                 raise
 
-    def inspect(self) -> dict[str, Union[dict, str]]:
+    def inspect(self) -> dict[str, dict | str]:
         return self.container_client.inspect_container(container_name_or_id=self.id)
 
     def attach(self):
@@ -1028,7 +1028,7 @@ def __init__(self, container: Container, callback: Callable[[str], None] = print
         self.callback = callback
 
         self._closed = threading.Event()
-        self._stream: Optional[CancellableStream] = None
+        self._stream: CancellableStream | None = None
 
     def _can_start_streaming(self):
         if self._closed.is_set():
@@ -1338,7 +1338,7 @@ def start_infra_in_docker_detached(console, cli_params: dict[str, Any] = None):
     console.log("detaching")
 
 
-def wait_container_is_ready(timeout: Optional[float] = None):
+def wait_container_is_ready(timeout: float | None = None):
     """Blocks until the localstack main container is running and the ready marker has been printed."""
     container_name = config.MAIN_CONTAINER_NAME
     started = time.time()
diff --git a/localstack-core/localstack/utils/cloudwatch/cloudwatch_util.py b/localstack-core/localstack/utils/cloudwatch/cloudwatch_util.py
index 4df924d441ba6..58adfe8a9bf1e 100644
--- a/localstack-core/localstack/utils/cloudwatch/cloudwatch_util.py
+++ b/localstack-core/localstack/utils/cloudwatch/cloudwatch_util.py
@@ -2,7 +2,7 @@
 import time
 from datetime import datetime, timezone
 from itertools import islice
-from typing import Optional, TypedDict
+from typing import TypedDict
 
 from werkzeug import Response as WerkzeugResponse
 
@@ -20,8 +20,8 @@
 class SqsMetricBatchData(TypedDict, total=False):
     MetricName: str
     QueueName: str
-    Value: Optional[int]
-    Unit: Optional[str]
+    Value: int | None
+    Unit: str | None
 
 
 def dimension_lambda(kwargs):
@@ -30,7 +30,7 @@ def dimension_lambda(kwargs):
 
 
 def publish_lambda_metric(
-    metric, value, kwargs, account_id: Optional[str] = None, region_name: Optional[str] = None
+    metric, value, kwargs, account_id: str | None = None, region_name: str | None = None
 ):
     # publish metric only if CloudWatch service is available
     if not is_api_enabled("cloudwatch"):
@@ -155,7 +155,7 @@ def store_cloudwatch_logs(
     log_stream_name,
     log_output,
     start_time=None,
-    auto_create_group: Optional[bool] = True,
+    auto_create_group: bool | None = True,
 ):
     if not is_api_enabled("logs"):
         return
diff --git a/localstack-core/localstack/utils/collections.py b/localstack-core/localstack/utils/collections.py
index e129be52727ef..9ca442a8ce484 100644
--- a/localstack-core/localstack/utils/collections.py
+++ b/localstack-core/localstack/utils/collections.py
@@ -5,10 +5,9 @@
 
 import logging
 import re
-from collections.abc import Iterable, Iterator, Mapping, Sized
+from collections.abc import Callable, Iterable, Iterator, Mapping, Sized
 from typing import (
     Any,
-    Callable,
     Optional,
     TypedDict,
     TypeVar,
@@ -116,7 +115,7 @@ def get_page(
         next_token: str = None,
         page_size: int = None,
         filter_function: Callable[[_ListType], bool] = None,
-    ) -> tuple[list[_ListType], Optional[str]]:
+    ) -> tuple[list[_ListType], str | None]:
         if filter_function is not None:
             result_list = list(filter(filter_function, self))
         else:
@@ -148,7 +147,7 @@ def get_page(
 class CustomExpiryTTLCache(cachetools.TTLCache):
     """TTLCache that allows to set custom expiry times for individual keys."""
 
-    def set_expiry(self, key: Any, ttl: Union[float, int]) -> float:
+    def set_expiry(self, key: Any, ttl: float | int) -> float:
         """Set the expiry of the given key in a TTLCache to (<current_time> + <ttl>)"""
         with self.timer as time:
             # note: need to access the internal dunder API here
@@ -315,7 +314,7 @@ def is_list_or_tuple(obj) -> bool:
     return isinstance(obj, (list, tuple))
 
 
-def ensure_list(obj: Any, wrap_none=False) -> Optional[list]:
+def ensure_list(obj: Any, wrap_none=False) -> list | None:
     """Wrap the given object in a list, or return the object itself if it already is a list."""
     if obj is None and not wrap_none:
         return obj
@@ -414,7 +413,7 @@ def contained(item):
     return True
 
 
-def is_none_or_empty(obj: Union[Optional[str], Optional[list]]) -> bool:
+def is_none_or_empty(obj: str | None | list | None) -> bool:
     return (
         obj is None
         or (isinstance(obj, str) and obj.strip() == "")
@@ -475,7 +474,7 @@ def convert_to_typed_dict(typed_dict: type[T], obj: dict, strict: bool = False)
     return result
 
 
-def dict_multi_values(elements: Union[list, dict]) -> dict[str, list[Any]]:
+def dict_multi_values(elements: list | dict) -> dict[str, list[Any]]:
     """
     Return a dictionary with the original keys from the list of dictionary and the
     values are the list of values of the original dictionary.
@@ -516,7 +515,7 @@ def split_list_by(
     return truthy, falsy
 
 
-def is_comma_delimited_list(string: str, item_regex: Optional[str] = None) -> bool:
+def is_comma_delimited_list(string: str, item_regex: str | None = None) -> bool:
     """
     Checks if the given string is a comma-delimited list of items.
     The optional `item_regex` parameter specifies the regex pattern for each item in the list.
diff --git a/localstack-core/localstack/utils/config_listener.py b/localstack-core/localstack/utils/config_listener.py
index c410c2e667240..f6b1f15cc047f 100644
--- a/localstack-core/localstack/utils/config_listener.py
+++ b/localstack-core/localstack/utils/config_listener.py
@@ -1,7 +1,7 @@
 import json
 import logging
 import re
-from typing import Callable
+from collections.abc import Callable
 
 from requests.models import Response
 
diff --git a/localstack-core/localstack/utils/container_networking.py b/localstack-core/localstack/utils/container_networking.py
index 1a734576fa035..aaf8ba5286a71 100644
--- a/localstack-core/localstack/utils/container_networking.py
+++ b/localstack-core/localstack/utils/container_networking.py
@@ -2,7 +2,6 @@
 import os
 import re
 from functools import lru_cache
-from typing import Optional
 
 from localstack import config, constants
 from localstack.utils.container_utils.container_client import ContainerException
@@ -13,7 +12,7 @@
 
 
 @lru_cache
-def get_main_container_network() -> Optional[str]:
+def get_main_container_network() -> str | None:
     """
     Gets the main network of the LocalStack container (if we run in one, bridge otherwise)
     If there are multiple networks connected to the LocalStack container, we choose the first as "main" network
@@ -50,7 +49,7 @@ def get_main_container_network() -> Optional[str]:
 
 
 @lru_cache
-def get_endpoint_for_network(network: Optional[str] = None) -> str:
+def get_endpoint_for_network(network: str | None = None) -> str:
     """
     Get the LocalStack endpoint (= IP address) on the given network.
     If a network is given, it will return the IP address/hostname of LocalStack on that network
diff --git a/localstack-core/localstack/utils/container_utils/container_client.py b/localstack-core/localstack/utils/container_utils/container_client.py
index 0551d78af5431..3afd52782c09d 100644
--- a/localstack-core/localstack/utils/container_utils/container_client.py
+++ b/localstack-core/localstack/utils/container_utils/container_client.py
@@ -5,21 +5,17 @@
 import os
 import re
 import shlex
-import sys
 import tarfile
 import tempfile
 from abc import ABCMeta, abstractmethod
+from collections.abc import Callable
 from enum import Enum, unique
 from pathlib import Path
 from typing import (
-    Callable,
     Literal,
     NamedTuple,
-    Optional,
     Protocol,
     TypedDict,
-    Union,
-    get_args,
 )
 
 import dotenv
@@ -57,7 +53,7 @@ class DockerContainerStats(TypedDict):
     MemUsage: tuple[int, int]
     NetIO: tuple[int, int]
     PIDs: int
-    SDKStats: Optional[dict]
+    SDKStats: dict | None
 
 
 class ContainerException(Exception):
@@ -143,7 +139,7 @@ class Ulimit:
 
     name: str
     soft_limit: int
-    hard_limit: Optional[int] = None
+    hard_limit: int | None = None
 
     def __repr__(self):
         """Format: <type>=<soft limit>[:<hard limit>]"""
@@ -154,19 +150,11 @@ def __repr__(self):
 
 
 # defines the type for port mappings (source->target port range)
-PortRange = Union[list, HashableList]
+PortRange = list | HashableList
 # defines the protocol for a port range ("tcp" or "udp")
 PortProtocol = str
 
 
-def isinstance_union(obj, class_or_tuple):
-    # that's some dirty hack
-    if sys.version_info < (3, 10):
-        return isinstance(obj, get_args(PortRange))
-    else:
-        return isinstance(obj, class_or_tuple)
-
-
 class PortMappings:
     """Maps source to target port ranges for Docker port mappings."""
 
@@ -181,14 +169,14 @@ def __init__(self, bind_host: str = None):
 
     def add(
         self,
-        port: Union[int, PortRange],
-        mapped: Union[int, PortRange] = None,
+        port: int | PortRange,
+        mapped: int | PortRange = None,
         protocol: PortProtocol = "tcp",
     ):
         mapped = mapped or port
-        if isinstance_union(port, PortRange):
+        if isinstance(port, PortRange):
             for i in range(port[1] - port[0] + 1):
-                if isinstance_union(mapped, PortRange):
+                if isinstance(mapped, PortRange):
                     self.add(port[0] + i, mapped[0] + i, protocol)
                 else:
                     self.add(port[0] + i, mapped, protocol)
@@ -266,7 +254,7 @@ def entry(k, v):
 
         return [item for k, v in self.mappings.items() for item in entry(k, v)]
 
-    def to_dict(self) -> dict[str, Union[tuple[str, Union[int, list[int]]], int]]:
+    def to_dict(self) -> dict[str, tuple[str, int | list[int]] | int]:
         bind_address = self.bind_host or ""
 
         def bind_port(bind_address, host_port):
@@ -452,27 +440,23 @@ def to_docker_sdk_parameters(self) -> tuple[str, dict[str, str]]:
 
 
 class VolumeMappings:
-    mappings: list[Union[SimpleVolumeBind, BindMount]]
+    mappings: list[SimpleVolumeBind | BindMount]
 
-    def __init__(self, mappings: list[Union[SimpleVolumeBind, BindMount, VolumeDirMount]] = None):
+    def __init__(self, mappings: list[SimpleVolumeBind | BindMount | VolumeDirMount] = None):
         self.mappings = mappings if mappings is not None else []
 
-    def add(self, mapping: Union[SimpleVolumeBind, BindMount, VolumeDirMount]):
+    def add(self, mapping: SimpleVolumeBind | BindMount | VolumeDirMount):
         self.append(mapping)
 
     def append(
         self,
-        mapping: Union[
-            SimpleVolumeBind,
-            BindMount,
-            VolumeDirMount,
-        ],
+        mapping: SimpleVolumeBind | BindMount | VolumeDirMount,
     ):
         self.mappings.append(mapping)
 
     def find_target_mapping(
         self, container_dir: str
-    ) -> Optional[Union[SimpleVolumeBind, BindMount, VolumeDirMount]]:
+    ) -> SimpleVolumeBind | BindMount | VolumeDirMount | None:
         """
         Looks through the volumes and returns the one where the container dir matches ``container_dir``.
         Returns None if there is no volume mapping to the given container directory.
@@ -511,8 +495,8 @@ class VolumeInfo(NamedTuple):
     mode: str
     rw: bool
     propagation: str
-    name: Optional[str] = None
-    driver: Optional[str] = None
+    name: str | None = None
+    driver: str | None = None
 
 
 @dataclasses.dataclass
@@ -524,13 +508,13 @@ class LogConfig:
 @dataclasses.dataclass
 class ContainerConfiguration:
     image_name: str
-    name: Optional[str] = None
+    name: str | None = None
     volumes: VolumeMappings = dataclasses.field(default_factory=VolumeMappings)
     ports: PortMappings = dataclasses.field(default_factory=PortMappings)
     exposed_ports: list[str] = dataclasses.field(default_factory=list)
-    entrypoint: Optional[Union[list[str], str]] = None
-    additional_flags: Optional[str] = None
-    command: Optional[list[str]] = None
+    entrypoint: list[str] | str | None = None
+    additional_flags: str | None = None
+    command: list[str] | None = None
     env_vars: dict[str, str] = dataclasses.field(default_factory=dict)
 
     privileged: bool = False
@@ -539,19 +523,19 @@ class ContainerConfiguration:
     tty: bool = False
     detach: bool = False
 
-    stdin: Optional[str] = None
-    user: Optional[str] = None
-    cap_add: Optional[list[str]] = None
-    cap_drop: Optional[list[str]] = None
-    security_opt: Optional[list[str]] = None
-    network: Optional[str] = None
-    dns: Optional[str] = None
-    workdir: Optional[str] = None
-    platform: Optional[str] = None
-    ulimits: Optional[list[Ulimit]] = None
-    labels: Optional[dict[str, str]] = None
-    init: Optional[bool] = None
-    log_config: Optional[LogConfig] = None
+    stdin: str | None = None
+    user: str | None = None
+    cap_add: list[str] | None = None
+    cap_drop: list[str] | None = None
+    security_opt: list[str] | None = None
+    network: str | None = None
+    dns: str | None = None
+    workdir: str | None = None
+    platform: str | None = None
+    ulimits: list[Ulimit] | None = None
+    labels: dict[str, str] | None = None
+    init: bool | None = None
+    log_config: LogConfig | None = None
 
 
 class ContainerConfigurator(Protocol):
@@ -574,17 +558,17 @@ class DockerRunFlags:
     create: https://docs.docker.com/engine/reference/commandline/create/
     """
 
-    env_vars: Optional[dict[str, str]]
-    extra_hosts: Optional[dict[str, str]]
-    labels: Optional[dict[str, str]]
-    volumes: Optional[list[SimpleVolumeBind]]
-    network: Optional[str]
-    platform: Optional[DockerPlatform]
-    privileged: Optional[bool]
-    ports: Optional[PortMappings]
-    ulimits: Optional[list[Ulimit]]
-    user: Optional[str]
-    dns: Optional[list[str]]
+    env_vars: dict[str, str] | None
+    extra_hosts: dict[str, str] | None
+    labels: dict[str, str] | None
+    volumes: list[SimpleVolumeBind] | None
+    network: str | None
+    platform: DockerPlatform | None
+    privileged: bool | None
+    ports: PortMappings | None
+    ulimits: list[Ulimit] | None
+    user: str | None
+    dns: list[str] | None
 
 
 class RegistryResolverStrategy(Protocol):
@@ -706,7 +690,7 @@ def remove_image(self, image: str, force: bool = True) -> None:
         """
 
     @abstractmethod
-    def list_containers(self, filter: Union[list[str], str, None] = None, all=True) -> list[dict]:
+    def list_containers(self, filter: list[str] | str | None = None, all=True) -> list[dict]:
         """List all containers matching the given filters
 
         :return: A list of dicts with keys id, image, name, labels, status
@@ -729,7 +713,7 @@ def create_file_in_container(
         container_name,
         file_contents: bytes,
         container_path: str,
-        chmod_mode: Optional[int] = None,
+        chmod_mode: int | None = None,
     ) -> None:
         """
         Create a file in container with the provided content. Provide the 'chmod_mode' argument if you want the file to have specific permissions.
@@ -761,8 +745,8 @@ def copy_from_container(
     def pull_image(
         self,
         docker_image: str,
-        platform: Optional[DockerPlatform] = None,
-        log_handler: Optional[Callable[[str], None]] = None,
+        platform: DockerPlatform | None = None,
+        log_handler: Callable[[str], None] | None = None,
     ) -> None:
         """
         Pulls an image with a given name from a Docker registry
@@ -780,7 +764,7 @@ def build_image(
         dockerfile_path: str,
         image_name: str,
         context_path: str = None,
-        platform: Optional[DockerPlatform] = None,
+        platform: DockerPlatform | None = None,
     ) -> str:
         """Builds an image from the given Dockerfile
 
@@ -824,7 +808,7 @@ def stream_container_logs(self, container_name_or_id: str) -> CancellableStream:
         """Returns a blocking generator you can iterate over to retrieve log output as it happens."""
 
     @abstractmethod
-    def inspect_container(self, container_name_or_id: str) -> dict[str, Union[dict, str]]:
+    def inspect_container(self, container_name_or_id: str) -> dict[str, dict | str]:
         """Get detailed attributes of a container.
 
         :return: Dict containing docker attributes as returned by the daemon
@@ -845,7 +829,7 @@ def inspect_container_volumes(self, container_name_or_id) -> list[VolumeInfo]:
     @abstractmethod
     def inspect_image(
         self, image_name: str, pull: bool = True, strip_wellknown_repo_prefixes: bool = True
-    ) -> dict[str, Union[dict, list, str]]:
+    ) -> dict[str, dict | list | str]:
         """Get detailed attributes of an image.
 
         :param image_name: Image name to inspect
@@ -871,7 +855,7 @@ def delete_network(self, network_name: str) -> None:
         """
 
     @abstractmethod
-    def inspect_network(self, network_name: str) -> dict[str, Union[dict, str]]:
+    def inspect_network(self, network_name: str) -> dict[str, dict | str]:
         """Get detailed attributes of an network.
 
         :return: Dict containing docker attributes as returned by the daemon
@@ -882,7 +866,7 @@ def connect_container_to_network(
         self,
         network_name: str,
         container_name_or_id: str,
-        aliases: Optional[list] = None,
+        aliases: list | None = None,
         link_local_ips: list[str] = None,
     ) -> None:
         """
@@ -994,31 +978,31 @@ def create_container(
         self,
         image_name: str,
         *,
-        name: Optional[str] = None,
-        entrypoint: Optional[Union[list[str], str]] = None,
+        name: str | None = None,
+        entrypoint: list[str] | str | None = None,
         remove: bool = False,
         interactive: bool = False,
         tty: bool = False,
         detach: bool = False,
-        command: Optional[Union[list[str], str]] = None,
-        volumes: Optional[Union[VolumeMappings, list[SimpleVolumeBind]]] = None,
-        ports: Optional[PortMappings] = None,
-        exposed_ports: Optional[list[str]] = None,
-        env_vars: Optional[dict[str, str]] = None,
-        user: Optional[str] = None,
-        cap_add: Optional[list[str]] = None,
-        cap_drop: Optional[list[str]] = None,
-        security_opt: Optional[list[str]] = None,
-        network: Optional[str] = None,
-        dns: Optional[Union[str, list[str]]] = None,
-        additional_flags: Optional[str] = None,
-        workdir: Optional[str] = None,
-        privileged: Optional[bool] = None,
-        labels: Optional[dict[str, str]] = None,
-        platform: Optional[DockerPlatform] = None,
-        ulimits: Optional[list[Ulimit]] = None,
-        init: Optional[bool] = None,
-        log_config: Optional[LogConfig] = None,
+        command: list[str] | str | None = None,
+        volumes: VolumeMappings | list[SimpleVolumeBind] | None = None,
+        ports: PortMappings | None = None,
+        exposed_ports: list[str] | None = None,
+        env_vars: dict[str, str] | None = None,
+        user: str | None = None,
+        cap_add: list[str] | None = None,
+        cap_drop: list[str] | None = None,
+        security_opt: list[str] | None = None,
+        network: str | None = None,
+        dns: str | list[str] | None = None,
+        additional_flags: str | None = None,
+        workdir: str | None = None,
+        privileged: bool | None = None,
+        labels: dict[str, str] | None = None,
+        platform: DockerPlatform | None = None,
+        ulimits: list[Ulimit] | None = None,
+        init: bool | None = None,
+        log_config: LogConfig | None = None,
     ) -> str:
         """Creates a container with the given image
 
@@ -1031,31 +1015,31 @@ def run_container(
         image_name: str,
         stdin: bytes = None,
         *,
-        name: Optional[str] = None,
-        entrypoint: Optional[str] = None,
+        name: str | None = None,
+        entrypoint: str | None = None,
         remove: bool = False,
         interactive: bool = False,
         tty: bool = False,
         detach: bool = False,
-        command: Optional[Union[list[str], str]] = None,
-        volumes: Optional[Union[VolumeMappings, list[SimpleVolumeBind]]] = None,
-        ports: Optional[PortMappings] = None,
-        exposed_ports: Optional[list[str]] = None,
-        env_vars: Optional[dict[str, str]] = None,
-        user: Optional[str] = None,
-        cap_add: Optional[list[str]] = None,
-        cap_drop: Optional[list[str]] = None,
-        security_opt: Optional[list[str]] = None,
-        network: Optional[str] = None,
-        dns: Optional[str] = None,
-        additional_flags: Optional[str] = None,
-        workdir: Optional[str] = None,
-        labels: Optional[dict[str, str]] = None,
-        platform: Optional[DockerPlatform] = None,
-        privileged: Optional[bool] = None,
-        ulimits: Optional[list[Ulimit]] = None,
-        init: Optional[bool] = None,
-        log_config: Optional[LogConfig] = None,
+        command: list[str] | str | None = None,
+        volumes: VolumeMappings | list[SimpleVolumeBind] | None = None,
+        ports: PortMappings | None = None,
+        exposed_ports: list[str] | None = None,
+        env_vars: dict[str, str] | None = None,
+        user: str | None = None,
+        cap_add: list[str] | None = None,
+        cap_drop: list[str] | None = None,
+        security_opt: list[str] | None = None,
+        network: str | None = None,
+        dns: str | None = None,
+        additional_flags: str | None = None,
+        workdir: str | None = None,
+        labels: dict[str, str] | None = None,
+        platform: DockerPlatform | None = None,
+        privileged: bool | None = None,
+        ulimits: list[Ulimit] | None = None,
+        init: bool | None = None,
+        log_config: LogConfig | None = None,
     ) -> tuple[bytes, bytes]:
         """Creates and runs a given docker container
 
@@ -1100,13 +1084,13 @@ def run_container_from_config(
     def exec_in_container(
         self,
         container_name_or_id: str,
-        command: Union[list[str], str],
+        command: list[str] | str,
         interactive: bool = False,
         detach: bool = False,
-        env_vars: Optional[dict[str, Optional[str]]] = None,
-        stdin: Optional[bytes] = None,
-        user: Optional[str] = None,
-        workdir: Optional[str] = None,
+        env_vars: dict[str, str | None] | None = None,
+        stdin: bytes | None = None,
+        user: str | None = None,
+        workdir: str | None = None,
     ) -> tuple[bytes, bytes]:
         """Execute a given command in a container
 
@@ -1120,7 +1104,7 @@ def start_container(
         stdin: bytes = None,
         interactive: bool = False,
         attach: bool = False,
-        flags: Optional[str] = None,
+        flags: str | None = None,
     ) -> tuple[bytes, bytes]:
         """Start a given, already created container
 
@@ -1134,7 +1118,7 @@ def attach_to_container(self, container_name_or_id: str):
         """
 
     @abstractmethod
-    def login(self, username: str, password: str, registry: Optional[str] = None) -> None:
+    def login(self, username: str, password: str, registry: str | None = None) -> None:
         """
         Login into an OCI registry
 
@@ -1153,13 +1137,13 @@ class Util:
     MAX_ENV_ARGS_LENGTH = 20000
 
     @staticmethod
-    def format_env_vars(key: str, value: Optional[str]):
+    def format_env_vars(key: str, value: str | None):
         if value is None:
             return key
         return f"{key}={value}"
 
     @classmethod
-    def create_env_vars_file_flag(cls, env_vars: dict) -> tuple[list[str], Optional[str]]:
+    def create_env_vars_file_flag(cls, env_vars: dict) -> tuple[list[str], str | None]:
         if not env_vars:
             return [], None
         result = []
@@ -1292,16 +1276,16 @@ def _read_docker_cli_env_file(env_file: str) -> dict[str, str]:
     @staticmethod
     def parse_additional_flags(
         additional_flags: str,
-        env_vars: Optional[dict[str, str]] = None,
-        labels: Optional[dict[str, str]] = None,
-        volumes: Optional[list[SimpleVolumeBind]] = None,
-        network: Optional[str] = None,
-        platform: Optional[DockerPlatform] = None,
-        ports: Optional[PortMappings] = None,
-        privileged: Optional[bool] = None,
-        user: Optional[str] = None,
-        ulimits: Optional[list[Ulimit]] = None,
-        dns: Optional[Union[str, list[str]]] = None,
+        env_vars: dict[str, str] | None = None,
+        labels: dict[str, str] | None = None,
+        volumes: list[SimpleVolumeBind] | None = None,
+        network: str | None = None,
+        platform: DockerPlatform | None = None,
+        ports: PortMappings | None = None,
+        privileged: bool | None = None,
+        user: str | None = None,
+        ulimits: list[Ulimit] | None = None,
+        dns: str | list[str] | None = None,
     ) -> DockerRunFlags:
         """Parses additional CLI-formatted Docker flags, which could overwrite provided defaults.
         :param additional_flags: String which contains the flag definitions inspired by the Docker CLI reference:
@@ -1522,7 +1506,7 @@ def parse_additional_flags(
 
     @staticmethod
     def convert_mount_list_to_dict(
-        volumes: Union[list[SimpleVolumeBind], VolumeMappings],
+        volumes: list[SimpleVolumeBind] | VolumeMappings,
     ) -> dict[str, dict[str, str]]:
         """Converts a List of (host_path, container_path) tuples to a Dict suitable as volume argument for docker sdk"""
 
diff --git a/localstack-core/localstack/utils/container_utils/docker_cmd_client.py b/localstack-core/localstack/utils/container_utils/docker_cmd_client.py
index 90f53e97a97e2..bb0a4a1962514 100644
--- a/localstack-core/localstack/utils/container_utils/docker_cmd_client.py
+++ b/localstack-core/localstack/utils/container_utils/docker_cmd_client.py
@@ -6,7 +6,7 @@
 import re
 import shlex
 import subprocess
-from typing import Callable, Optional, Union
+from collections.abc import Callable
 
 from localstack import config
 from localstack.utils.collections import ensure_list
@@ -96,7 +96,7 @@ class CmdDockerClient(ContainerClient):
     different response payloads or error messages returned by the `docker` vs `podman` commands.
     """
 
-    default_run_outfile: Optional[str] = None
+    default_run_outfile: str | None = None
 
     def _docker_cmd(self) -> list[str]:
         """
@@ -289,7 +289,7 @@ def remove_container(
                 f"Docker process returned with errorcode {e.returncode}", e.stdout, e.stderr
             ) from e
 
-    def list_containers(self, filter: Union[list[str], str, None] = None, all=True) -> list[dict]:
+    def list_containers(self, filter: list[str] | str | None = None, all=True) -> list[dict]:
         filter = [filter] if isinstance(filter, str) else filter
         cmd = self._docker_cmd()
         cmd.append("ps")
@@ -365,8 +365,8 @@ def copy_from_container(
     def pull_image(
         self,
         docker_image: str,
-        platform: Optional[DockerPlatform] = None,
-        log_handler: Optional[Callable[[str], None]] = None,
+        platform: DockerPlatform | None = None,
+        log_handler: Callable[[str], None] | None = None,
     ) -> None:
         cmd = self._docker_cmd()
         docker_image = self.registry_resolver_strategy.resolve(docker_image)
@@ -420,7 +420,7 @@ def build_image(
         dockerfile_path: str,
         image_name: str,
         context_path: str = None,
-        platform: Optional[DockerPlatform] = None,
+        platform: DockerPlatform | None = None,
     ):
         cmd = self._docker_cmd()
         dockerfile_path = Util.resolve_dockerfile_path(dockerfile_path)
@@ -497,7 +497,7 @@ def stream_container_logs(self, container_name_or_id: str) -> CancellableStream:
 
         return CancellableProcessStream(process)
 
-    def _inspect_object(self, object_name_or_id: str) -> dict[str, Union[dict, list, str]]:
+    def _inspect_object(self, object_name_or_id: str) -> dict[str, dict | list | str]:
         cmd = self._docker_cmd()
         cmd += ["inspect", "--format", "{{json .}}", object_name_or_id]
         try:
@@ -524,7 +524,7 @@ def _inspect_object(self, object_name_or_id: str) -> dict[str, Union[dict, list,
             )
         return object_data
 
-    def inspect_container(self, container_name_or_id: str) -> dict[str, Union[dict, str]]:
+    def inspect_container(self, container_name_or_id: str) -> dict[str, dict | str]:
         try:
             return self._inspect_object(container_name_or_id)
         except NoSuchObject as e:
@@ -535,7 +535,7 @@ def inspect_image(
         image_name: str,
         pull: bool = True,
         strip_wellknown_repo_prefixes: bool = True,
-    ) -> dict[str, Union[dict, list, str]]:
+    ) -> dict[str, dict | list | str]:
         image_name = self.registry_resolver_strategy.resolve(image_name)
         try:
             result = self._inspect_object(image_name)
@@ -577,7 +577,7 @@ def delete_network(self, network_name: str) -> None:
                     f"Docker process returned with errorcode {e.returncode}", e.stdout, e.stderr
                 ) from e
 
-    def inspect_network(self, network_name: str) -> dict[str, Union[dict, str]]:
+    def inspect_network(self, network_name: str) -> dict[str, dict | str]:
         try:
             return self._inspect_object(network_name)
         except NoSuchObject as e:
@@ -587,7 +587,7 @@ def connect_container_to_network(
         self,
         network_name: str,
         container_name_or_id: str,
-        aliases: Optional[list] = None,
+        aliases: list | None = None,
         link_local_ips: list[str] = None,
     ) -> None:
         LOG.debug(
@@ -652,7 +652,7 @@ def get_container_ip(self, container_name_or_id: str) -> str:
                 f"Docker process returned with errorcode {e.returncode}", e.stdout, e.stderr
             ) from e
 
-    def login(self, username: str, password: str, registry: Optional[str] = None) -> None:
+    def login(self, username: str, password: str, registry: str | None = None) -> None:
         cmd = self._docker_cmd()
         # TODO specify password via stdin
         cmd += ["login", "-u", username, "-p", password]
@@ -709,13 +709,13 @@ def run_container(self, image_name: str, stdin=None, **kwargs) -> tuple[bytes, b
     def exec_in_container(
         self,
         container_name_or_id: str,
-        command: Union[list[str], str],
+        command: list[str] | str,
         interactive=False,
         detach=False,
-        env_vars: Optional[dict[str, Optional[str]]] = None,
-        stdin: Optional[bytes] = None,
-        user: Optional[str] = None,
-        workdir: Optional[str] = None,
+        env_vars: dict[str, str | None] | None = None,
+        stdin: bytes | None = None,
+        user: str | None = None,
+        workdir: str | None = None,
     ) -> tuple[bytes, bytes]:
         env_file = None
         cmd = self._docker_cmd()
@@ -745,7 +745,7 @@ def start_container(
         stdin=None,
         interactive: bool = False,
         attach: bool = False,
-        flags: Optional[str] = None,
+        flags: str | None = None,
     ) -> tuple[bytes, bytes]:
         cmd = self._docker_cmd() + ["start"]
         if flags:
@@ -803,31 +803,31 @@ def _build_run_create_cmd(
         action: str,
         image_name: str,
         *,
-        name: Optional[str] = None,
-        entrypoint: Optional[Union[list[str], str]] = None,
+        name: str | None = None,
+        entrypoint: list[str] | str | None = None,
         remove: bool = False,
         interactive: bool = False,
         tty: bool = False,
         detach: bool = False,
-        command: Optional[Union[list[str], str]] = None,
-        volumes: Optional[list[SimpleVolumeBind]] = None,
-        ports: Optional[PortMappings] = None,
-        exposed_ports: Optional[list[str]] = None,
-        env_vars: Optional[dict[str, str]] = None,
-        user: Optional[str] = None,
-        cap_add: Optional[list[str]] = None,
-        cap_drop: Optional[list[str]] = None,
-        security_opt: Optional[list[str]] = None,
-        network: Optional[str] = None,
-        dns: Optional[Union[str, list[str]]] = None,
-        additional_flags: Optional[str] = None,
-        workdir: Optional[str] = None,
-        privileged: Optional[bool] = None,
-        labels: Optional[dict[str, str]] = None,
-        platform: Optional[DockerPlatform] = None,
-        ulimits: Optional[list[Ulimit]] = None,
-        init: Optional[bool] = None,
-        log_config: Optional[LogConfig] = None,
+        command: list[str] | str | None = None,
+        volumes: list[SimpleVolumeBind] | None = None,
+        ports: PortMappings | None = None,
+        exposed_ports: list[str] | None = None,
+        env_vars: dict[str, str] | None = None,
+        user: str | None = None,
+        cap_add: list[str] | None = None,
+        cap_drop: list[str] | None = None,
+        security_opt: list[str] | None = None,
+        network: str | None = None,
+        dns: str | list[str] | None = None,
+        additional_flags: str | None = None,
+        workdir: str | None = None,
+        privileged: bool | None = None,
+        labels: dict[str, str] | None = None,
+        platform: DockerPlatform | None = None,
+        ulimits: list[Ulimit] | None = None,
+        init: bool | None = None,
+        log_config: LogConfig | None = None,
     ) -> tuple[list[str], str]:
         env_file = None
         cmd = self._docker_cmd() + [action]
@@ -900,7 +900,7 @@ def _build_run_create_cmd(
         return cmd, env_file
 
     @staticmethod
-    def _map_to_volume_param(volume: Union[SimpleVolumeBind, BindMount, VolumeDirMount]) -> str:
+    def _map_to_volume_param(volume: SimpleVolumeBind | BindMount | VolumeDirMount) -> str:
         """
         Maps the mount volume, to a parameter for the -v docker cli argument.
 
@@ -928,7 +928,7 @@ def _check_and_raise_no_such_container_error(
         )
 
     def _check_output_and_raise_no_such_container_error(
-        self, container_name_or_id: str, output: str, error: Optional[str] = None
+        self, container_name_or_id: str, output: str, error: str | None = None
     ):
         """
         Check the given client invocation output and raise a `NoSuchContainer` exception if it
@@ -938,7 +938,7 @@ def _check_output_and_raise_no_such_container_error(
         if any(msg.lower() in output.lower() for msg in possible_not_found_messages):
             raise NoSuchContainer(container_name_or_id, stdout=output, stderr=error)
 
-    def _transform_container_labels(self, labels: Union[str, dict[str, str]]) -> dict[str, str]:
+    def _transform_container_labels(self, labels: str | dict[str, str]) -> dict[str, str]:
         """
         Transforms the container labels returned by the docker command from the key-value pair format to a dict
         :param labels: Input string, comma separated key value pairs. Example: key1=value1,key2=value2
diff --git a/localstack-core/localstack/utils/container_utils/docker_sdk_client.py b/localstack-core/localstack/utils/container_utils/docker_sdk_client.py
index 45098e185f6bd..7bec5f2ce39db 100644
--- a/localstack-core/localstack/utils/container_utils/docker_sdk_client.py
+++ b/localstack-core/localstack/utils/container_utils/docker_sdk_client.py
@@ -6,9 +6,10 @@
 import re
 import socket
 import threading
+from collections.abc import Callable
 from functools import cache
 from time import sleep
-from typing import Callable, Optional, Union, cast
+from typing import cast
 from urllib.parse import quote
 
 import docker
@@ -56,7 +57,7 @@ class SdkDockerClient(ContainerClient):
     is doing some of the heavy lifting for us to support both target platforms.
     """
 
-    docker_client: Optional[DockerClient]
+    docker_client: DockerClient | None
 
     def __init__(self):
         try:
@@ -280,7 +281,7 @@ def remove_container(
         except APIError as e:
             raise ContainerException() from e
 
-    def list_containers(self, filter: Union[list[str], str, None] = None, all=True) -> list[dict]:
+    def list_containers(self, filter: list[str] | str | None = None, all=True) -> list[dict]:
         if filter:
             filter = [filter] if isinstance(filter, str) else filter
             filter = dict([f.split("=", 1) for f in filter])
@@ -339,14 +340,14 @@ def copy_from_container(
     def pull_image(
         self,
         docker_image: str,
-        platform: Optional[DockerPlatform] = None,
-        log_handler: Optional[Callable[[str], None]] = None,
+        platform: DockerPlatform | None = None,
+        log_handler: Callable[[str], None] | None = None,
     ) -> None:
         LOG.debug("Pulling Docker image: %s", docker_image)
         # some path in the docker image string indicates a custom repository
 
         docker_image = self.registry_resolver_strategy.resolve(docker_image)
-        kwargs: dict[str, Union[str, bool]] = {"platform": platform}
+        kwargs: dict[str, str | bool] = {"platform": platform}
         try:
             if log_handler:
                 # Use a lower-level API, as the 'stream' argument is not available in the higher-level `pull`-API
@@ -391,7 +392,7 @@ def build_image(
         dockerfile_path: str,
         image_name: str,
         context_path: str = None,
-        platform: Optional[DockerPlatform] = None,
+        platform: DockerPlatform | None = None,
     ):
         try:
             dockerfile_path = Util.resolve_dockerfile_path(dockerfile_path)
@@ -468,7 +469,7 @@ def stream_container_logs(self, container_name_or_id: str) -> CancellableStream:
         except APIError as e:
             raise ContainerException() from e
 
-    def inspect_container(self, container_name_or_id: str) -> dict[str, Union[dict, str]]:
+    def inspect_container(self, container_name_or_id: str) -> dict[str, dict | str]:
         try:
             return self.client().containers.get(container_name_or_id).attrs
         except NotFound:
@@ -481,7 +482,7 @@ def inspect_image(
         image_name: str,
         pull: bool = True,
         strip_wellknown_repo_prefixes: bool = True,
-    ) -> dict[str, Union[dict, list, str]]:
+    ) -> dict[str, dict | list | str]:
         image_name = self.registry_resolver_strategy.resolve(image_name)
         try:
             result = self.client().images.get(image_name).attrs
@@ -515,7 +516,7 @@ def delete_network(self, network_name: str) -> None:
         except APIError as e:
             raise ContainerException() from e
 
-    def inspect_network(self, network_name: str) -> dict[str, Union[dict, str]]:
+    def inspect_network(self, network_name: str) -> dict[str, dict | str]:
         try:
             return self.client().networks.get(network_name).attrs
         except NotFound:
@@ -527,7 +528,7 @@ def connect_container_to_network(
         self,
         network_name: str,
         container_name_or_id: str,
-        aliases: Optional[list] = None,
+        aliases: list | None = None,
         link_local_ips: list[str] = None,
     ) -> None:
         LOG.debug(
@@ -621,7 +622,7 @@ def start_container(
         stdin=None,
         interactive: bool = False,
         attach: bool = False,
-        flags: Optional[str] = None,
+        flags: str | None = None,
     ) -> tuple[bytes, bytes]:
         LOG.debug("Starting container %s", container_name_or_id)
         try:
@@ -670,7 +671,7 @@ def wait_for_result(*_):
                         sock.sendall(to_bytes(stdin))
                         sock.shutdown(socket.SHUT_WR)
                     stdout, stderr = self._read_from_sock(sock, False)
-                except socket.timeout:
+                except TimeoutError:
                     LOG.debug(
                         "Socket timeout when talking to the I/O streams of Docker container '%s'",
                         container_name_or_id,
@@ -703,31 +704,31 @@ def create_container(
         self,
         image_name: str,
         *,
-        name: Optional[str] = None,
-        entrypoint: Optional[Union[list[str], str]] = None,
+        name: str | None = None,
+        entrypoint: list[str] | str | None = None,
         remove: bool = False,
         interactive: bool = False,
         tty: bool = False,
         detach: bool = False,
-        command: Optional[Union[list[str], str]] = None,
-        volumes: Optional[list[SimpleVolumeBind]] = None,
-        ports: Optional[PortMappings] = None,
-        exposed_ports: Optional[list[str]] = None,
-        env_vars: Optional[dict[str, str]] = None,
-        user: Optional[str] = None,
-        cap_add: Optional[list[str]] = None,
-        cap_drop: Optional[list[str]] = None,
-        security_opt: Optional[list[str]] = None,
-        network: Optional[str] = None,
-        dns: Optional[Union[str, list[str]]] = None,
-        additional_flags: Optional[str] = None,
-        workdir: Optional[str] = None,
-        privileged: Optional[bool] = None,
-        labels: Optional[dict[str, str]] = None,
-        platform: Optional[DockerPlatform] = None,
-        ulimits: Optional[list[Ulimit]] = None,
-        init: Optional[bool] = None,
-        log_config: Optional[LogConfig] = None,
+        command: list[str] | str | None = None,
+        volumes: list[SimpleVolumeBind] | None = None,
+        ports: PortMappings | None = None,
+        exposed_ports: list[str] | None = None,
+        env_vars: dict[str, str] | None = None,
+        user: str | None = None,
+        cap_add: list[str] | None = None,
+        cap_drop: list[str] | None = None,
+        security_opt: list[str] | None = None,
+        network: str | None = None,
+        dns: str | list[str] | None = None,
+        additional_flags: str | None = None,
+        workdir: str | None = None,
+        privileged: bool | None = None,
+        labels: dict[str, str] | None = None,
+        platform: DockerPlatform | None = None,
+        ulimits: list[Ulimit] | None = None,
+        init: bool | None = None,
+        log_config: LogConfig | None = None,
     ) -> str:
         LOG.debug("Creating container with attributes: %s", locals())
         extra_hosts = None
@@ -834,31 +835,31 @@ def run_container(
         image_name: str,
         stdin=None,
         *,
-        name: Optional[str] = None,
-        entrypoint: Optional[str] = None,
+        name: str | None = None,
+        entrypoint: str | None = None,
         remove: bool = False,
         interactive: bool = False,
         tty: bool = False,
         detach: bool = False,
-        command: Optional[Union[list[str], str]] = None,
-        volumes: Optional[list[SimpleVolumeBind]] = None,
-        ports: Optional[PortMappings] = None,
-        exposed_ports: Optional[list[str]] = None,
-        env_vars: Optional[dict[str, str]] = None,
-        user: Optional[str] = None,
-        cap_add: Optional[list[str]] = None,
-        cap_drop: Optional[list[str]] = None,
-        security_opt: Optional[list[str]] = None,
-        network: Optional[str] = None,
-        dns: Optional[str] = None,
-        additional_flags: Optional[str] = None,
-        workdir: Optional[str] = None,
-        labels: Optional[dict[str, str]] = None,
-        platform: Optional[DockerPlatform] = None,
-        privileged: Optional[bool] = None,
-        ulimits: Optional[list[Ulimit]] = None,
-        init: Optional[bool] = None,
-        log_config: Optional[LogConfig] = None,
+        command: list[str] | str | None = None,
+        volumes: list[SimpleVolumeBind] | None = None,
+        ports: PortMappings | None = None,
+        exposed_ports: list[str] | None = None,
+        env_vars: dict[str, str] | None = None,
+        user: str | None = None,
+        cap_add: list[str] | None = None,
+        cap_drop: list[str] | None = None,
+        security_opt: list[str] | None = None,
+        network: str | None = None,
+        dns: str | None = None,
+        additional_flags: str | None = None,
+        workdir: str | None = None,
+        labels: dict[str, str] | None = None,
+        platform: DockerPlatform | None = None,
+        privileged: bool | None = None,
+        ulimits: list[Ulimit] | None = None,
+        init: bool | None = None,
+        log_config: LogConfig | None = None,
     ) -> tuple[bytes, bytes]:
         LOG.debug("Running container with image: %s", image_name)
         container = None
@@ -905,13 +906,13 @@ def run_container(
     def exec_in_container(
         self,
         container_name_or_id: str,
-        command: Union[list[str], str],
+        command: list[str] | str,
         interactive=False,
         detach=False,
-        env_vars: Optional[dict[str, Optional[str]]] = None,
-        stdin: Optional[bytes] = None,
-        user: Optional[str] = None,
-        workdir: Optional[str] = None,
+        env_vars: dict[str, str | None] | None = None,
+        stdin: bytes | None = None,
+        user: str | None = None,
+        workdir: str | None = None,
     ) -> tuple[bytes, bytes]:
         LOG.debug("Executing command in container %s: %s", container_name_or_id, command)
         try:
@@ -938,7 +939,7 @@ def exec_in_container(
                         sock.shutdown(socket.SHUT_WR)
                         stdout, stderr = self._read_from_sock(sock, tty)
                         return stdout, stderr
-                    except socket.timeout:
+                    except TimeoutError:
                         pass
             else:
                 if detach:
@@ -959,7 +960,7 @@ def exec_in_container(
         except APIError as e:
             raise ContainerException() from e
 
-    def login(self, username: str, password: str, registry: Optional[str] = None) -> None:
+    def login(self, username: str, password: str, registry: str | None = None) -> None:
         LOG.debug("Docker login for %s", username)
         try:
             self.client().login(username, password=password, registry=registry, reauth=True)
diff --git a/localstack-core/localstack/utils/diagnose.py b/localstack-core/localstack/utils/diagnose.py
index de4aa912d7916..c3c1bfc837ff4 100644
--- a/localstack-core/localstack/utils/diagnose.py
+++ b/localstack-core/localstack/utils/diagnose.py
@@ -3,7 +3,6 @@
 import inspect
 import os
 import socket
-from typing import Optional, Union
 
 from localstack import config
 from localstack.constants import DEFAULT_VOLUME_DIR
@@ -77,14 +76,14 @@ def get_localstack_config() -> dict:
     return result
 
 
-def inspect_main_container() -> Union[str, dict]:
+def inspect_main_container() -> str | dict:
     try:
         return DOCKER_CLIENT.inspect_container(get_main_container_name())
     except Exception as e:
         return f"inspect failed: {e}"
 
 
-def get_localstack_version() -> dict[str, Optional[str]]:
+def get_localstack_version() -> dict[str, str | None]:
     return {
         "build-date": os.environ.get("LOCALSTACK_BUILD_DATE"),
         "build-git-hash": os.environ.get("LOCALSTACK_BUILD_GIT_HASH"),
diff --git a/localstack-core/localstack/utils/docker_utils.py b/localstack-core/localstack/utils/docker_utils.py
index a6c8beb3e6772..6b01d1ee0de23 100644
--- a/localstack-core/localstack/utils/docker_utils.py
+++ b/localstack-core/localstack/utils/docker_utils.py
@@ -2,7 +2,6 @@
 import logging
 import platform
 import random
-from typing import Optional, Union
 
 from localstack import config
 from localstack.constants import DEFAULT_VOLUME_DIR, DOCKER_IMAGE_NAME
@@ -80,7 +79,7 @@ def inspect_current_container_mounts() -> list[VolumeInfo]:
 
 
 @functools.lru_cache
-def get_default_volume_dir_mount() -> Optional[VolumeInfo]:
+def get_default_volume_dir_mount() -> VolumeInfo | None:
     """
     Returns the volume information of LocalStack's DEFAULT_VOLUME_DIR (/var/lib/localstack), if mounted,
     else it returns None. If we're not currently in docker a VauleError is raised. in a container, a ValueError is
@@ -133,8 +132,8 @@ def get_host_path_for_path_in_docker(path):
 
 
 def container_ports_can_be_bound(
-    ports: Union[IntOrPort, list[IntOrPort]],
-    address: Optional[str] = None,
+    ports: IntOrPort | list[IntOrPort],
+    address: str | None = None,
 ) -> bool:
     """Determine whether a given list of ports can be bound by Docker containers
 
diff --git a/localstack-core/localstack/utils/functions.py b/localstack-core/localstack/utils/functions.py
index ffdc1aec99d40..b3829306c1521 100644
--- a/localstack-core/localstack/utils/functions.py
+++ b/localstack-core/localstack/utils/functions.py
@@ -3,7 +3,8 @@
 import functools
 import inspect
 import logging
-from typing import Any, Callable, Optional
+from collections.abc import Callable
+from typing import Any
 
 LOG = logging.getLogger(__name__)
 
@@ -20,7 +21,7 @@ def run_safe(_python_lambda, *args, _default=None, **kwargs):
 
 def call_safe(
     func: Callable, args: tuple = None, kwargs: dict = None, exception_message: str = None
-) -> Optional[Any]:
+) -> Any | None:
     """
     Call the given function with the given arguments, and if it fails, log the given exception_message.
     If logging.DEBUG is set for the logger, then we also log the traceback.
diff --git a/localstack-core/localstack/utils/http.py b/localstack-core/localstack/utils/http.py
index 330a559194d47..d52d2b53e2762 100644
--- a/localstack-core/localstack/utils/http.py
+++ b/localstack-core/localstack/utils/http.py
@@ -2,7 +2,6 @@
 import math
 import os
 import re
-from typing import Optional, Union
 from urllib.parse import parse_qs, parse_qsl, urlencode, urlparse, urlunparse
 
 import requests
@@ -54,7 +53,7 @@ def create_chunked_data(data, chunk_size: int = 80):
     return ret
 
 
-def canonicalize_headers(headers: Union[dict, CaseInsensitiveDict]) -> dict:
+def canonicalize_headers(headers: dict | CaseInsensitiveDict) -> dict:
     if not headers:
         return headers
 
@@ -103,7 +102,7 @@ def add_query_params_to_url(uri: str, query_params: dict) -> str:
 
 
 def make_http_request(
-    url: str, data: Union[bytes, str] = None, headers: dict[str, str] = None, method: str = "GET"
+    url: str, data: bytes | str = None, headers: dict[str, str] = None, method: str = "GET"
 ) -> Response:
     return requests.request(
         url=url, method=method, headers=headers, data=data, auth=NetrcBypassAuth(), verify=False
@@ -179,7 +178,7 @@ def download(
     path: str,
     verify_ssl: bool = True,
     timeout: float = None,
-    request_headers: Optional[dict] = None,
+    request_headers: dict | None = None,
     quiet: bool = False,
 ) -> None:
     """Downloads file at url to the given path. Raises TimeoutError if the optional timeout (in secs) is reached.
@@ -291,7 +290,7 @@ def download_github_artifact(url: str, target_file: str, timeout: int = None):
     Optionally allows to define a timeout in seconds."""
 
     def do_download(
-        download_url: str, request_headers: Optional[dict] = None, print_error: bool = False
+        download_url: str, request_headers: dict | None = None, print_error: bool = False
     ):
         try:
             download(download_url, target_file, timeout=timeout, request_headers=request_headers)
diff --git a/localstack-core/localstack/utils/json.py b/localstack-core/localstack/utils/json.py
index ab0bcab6364d9..bb9c4da49e185 100644
--- a/localstack-core/localstack/utils/json.py
+++ b/localstack-core/localstack/utils/json.py
@@ -5,7 +5,7 @@
 import os
 from datetime import date, datetime
 from json import JSONDecodeError
-from typing import Any, Union
+from typing import Any
 
 from localstack.config import HostAndPort
 
@@ -63,9 +63,9 @@ class FileMappedDocument(dict):
     concurrent writes, run load(). To save and overwrite the current document on disk, run save().
     """
 
-    path: Union[str, os.PathLike]
+    path: str | os.PathLike
 
-    def __init__(self, path: Union[str, os.PathLike], mode=0o664):
+    def __init__(self, path: str | os.PathLike, mode=0o664):
         super().__init__()
         self.path = path
         self.mode = mode
diff --git a/localstack-core/localstack/utils/kinesis/kinesis_connector.py b/localstack-core/localstack/utils/kinesis/kinesis_connector.py
index f68e79a379638..cc12bf75e1716 100644
--- a/localstack-core/localstack/utils/kinesis/kinesis_connector.py
+++ b/localstack-core/localstack/utils/kinesis/kinesis_connector.py
@@ -6,7 +6,8 @@
 import socket
 import tempfile
 import threading
-from typing import Any, Callable
+from collections.abc import Callable
+from typing import Any
 
 from amazon_kclpy import kcl
 from amazon_kclpy.v2 import processor
diff --git a/localstack-core/localstack/utils/net.py b/localstack-core/localstack/utils/net.py
index fd55d9d5ec9c0..255b01c8b22bf 100644
--- a/localstack-core/localstack/utils/net.py
+++ b/localstack-core/localstack/utils/net.py
@@ -5,7 +5,7 @@
 import threading
 from collections.abc import MutableMapping
 from contextlib import closing
-from typing import Any, NamedTuple, Optional, Union
+from typing import Any, NamedTuple
 from urllib.parse import urlparse
 
 import dns.resolver
@@ -50,14 +50,14 @@ def wrap(cls, port: "IntOrPort") -> "Port":
 
 
 # simple helper type to encapsulate int/Port argument types
-IntOrPort = Union[int, Port]
+IntOrPort = int | Port
 
 
 def is_port_open(
-    port_or_url: Union[int, str],
+    port_or_url: int | str,
     http_path: str = None,
     expect_success: bool = True,
-    protocols: Optional[Union[str, list[str]]] = None,
+    protocols: str | list[str] | None = None,
     quiet: bool = True,
 ):
     from localstack.utils.http import safe_requests
@@ -275,7 +275,7 @@ def _is_port_range_free(_range: PortRange):
     raise PortNotAvailableException("reached max_attempts when trying to find port range")
 
 
-def resolve_hostname(hostname: str) -> Optional[str]:
+def resolve_hostname(hostname: str) -> str | None:
     """Resolve the given hostname and return its IP address, or None if it cannot be resolved."""
     try:
         return socket.gethostbyname(hostname)
@@ -362,7 +362,7 @@ def as_range(self) -> range:
         """
         return range(self.start, self.end + 1)
 
-    def reserve_port(self, port: Optional[IntOrPort] = None, duration: Optional[int] = None) -> int:
+    def reserve_port(self, port: IntOrPort | None = None, duration: int | None = None) -> int:
         """
         Reserves the given port (if it is still free). If the given port is None, it reserves a free port from the
         configured port range for external services. If a port is given, it has to be within the configured
diff --git a/localstack-core/localstack/utils/no_exit_argument_parser.py b/localstack-core/localstack/utils/no_exit_argument_parser.py
index 6455a59b12800..0b71c1185e037 100644
--- a/localstack-core/localstack/utils/no_exit_argument_parser.py
+++ b/localstack-core/localstack/utils/no_exit_argument_parser.py
@@ -1,6 +1,6 @@
 import argparse
 import logging
-from typing import NoReturn, Optional
+from typing import NoReturn
 
 LOG = logging.getLogger(__name__)
 
@@ -12,7 +12,7 @@ class NoExitArgumentParser(argparse.ArgumentParser):
     * ArgumentParser subclassing example: https://stackoverflow.com/a/59072378/6875981
     """
 
-    def exit(self, status: int = ..., message: Optional[str] = ...) -> NoReturn:
+    def exit(self, status: int = ..., message: str | None = ...) -> NoReturn:
         LOG.warning("Error in argument parser but preventing exit: %s", message)
 
     def error(self, message: str) -> NoReturn:
diff --git a/localstack-core/localstack/utils/numbers.py b/localstack-core/localstack/utils/numbers.py
index d46e7ce5e3d37..d5a9f0f6fe5d7 100644
--- a/localstack-core/localstack/utils/numbers.py
+++ b/localstack-core/localstack/utils/numbers.py
@@ -1,4 +1,4 @@
-from typing import Any, Union
+from typing import Any
 
 
 def format_number(number: float, decimals: int = 2):
@@ -25,7 +25,7 @@ def is_number(s: Any) -> bool:
         return False
 
 
-def to_number(s: Any) -> Union[int, float]:
+def to_number(s: Any) -> int | float:
     """Cast the string representation of the given object to a number (int or float), or raise ValueError."""
     try:
         return int(str(s))
diff --git a/localstack-core/localstack/utils/objects.py b/localstack-core/localstack/utils/objects.py
index 14e747fee72e0..98d307139c082 100644
--- a/localstack-core/localstack/utils/objects.py
+++ b/localstack-core/localstack/utils/objects.py
@@ -1,12 +1,13 @@
 import functools
 import re
 import threading
-from typing import Any, Callable, Generic, Optional, TypeVar, Union
+from collections.abc import Callable
+from typing import Any, Generic, TypeVar
 
 from .collections import ensure_list
 from .strings import first_char_to_lower, first_char_to_upper
 
-ComplexType = Union[list, dict, object]
+ComplexType = list | dict | object
 
 _T = TypeVar("_T")
 
@@ -16,7 +17,7 @@ class Value(Generic[_T]):
     Simple value container.
     """
 
-    value: Optional[_T]
+    value: _T | None
 
     def __init__(self, value: _T = None) -> None:
         self.value = value
@@ -30,7 +31,7 @@ def set(self, value: _T):
     def is_set(self) -> bool:
         return self.value is not None
 
-    def get(self) -> Optional[_T]:
+    def get(self) -> _T | None:
         return self.value
 
     def __bool__(self):
@@ -136,7 +137,7 @@ def fully_qualified_class_name(klass: type) -> str:
     return f"{klass.__module__}.{klass.__name__}"
 
 
-def not_none_or(value: Optional[Any], alternative: Any) -> Any:
+def not_none_or(value: Any | None, alternative: Any) -> Any:
     """Return 'value' if it is not None, or 'alternative' otherwise."""
     return value if value is not None else alternative
 
diff --git a/localstack-core/localstack/utils/patch.py b/localstack-core/localstack/utils/patch.py
index d137b4ac81e2b..c250860cfef9e 100644
--- a/localstack-core/localstack/utils/patch.py
+++ b/localstack-core/localstack/utils/patch.py
@@ -1,7 +1,8 @@
 import functools
 import inspect
 import types
-from typing import Any, Callable
+from collections.abc import Callable
+from typing import Any
 
 
 def get_defining_object(method):
diff --git a/localstack-core/localstack/utils/run.py b/localstack-core/localstack/utils/run.py
index 1d220696020f4..58f859a59fce1 100644
--- a/localstack-core/localstack/utils/run.py
+++ b/localstack-core/localstack/utils/run.py
@@ -7,9 +7,10 @@
 import sys
 import threading
 import time
+from collections.abc import Callable
 from functools import lru_cache
 from queue import Queue
-from typing import Any, AnyStr, Callable, Optional, Union
+from typing import Any, AnyStr
 
 from localstack import config
 
@@ -23,19 +24,19 @@
 
 
 def run(
-    cmd: Union[str, list[str]],
+    cmd: str | list[str],
     print_error=True,
     asynchronous=False,
     stdin=False,
     stderr=subprocess.STDOUT,
     outfile=None,
-    env_vars: Optional[dict[AnyStr, AnyStr]] = None,
+    env_vars: dict[AnyStr, AnyStr] | None = None,
     inherit_cwd=False,
     inherit_env=True,
     tty=False,
     shell=True,
     cwd: str = None,
-) -> Union[str, subprocess.Popen]:
+) -> str | subprocess.Popen:
     LOG.debug("Executing command: %s", cmd)
     env_dict = os.environ.copy() if inherit_env else {}
     if env_vars:
@@ -202,7 +203,7 @@ def get_os_user() -> str:
     return run("whoami").strip()
 
 
-def to_str(obj: Union[str, bytes], errors="strict"):
+def to_str(obj: str | bytes, errors="strict"):
     return obj.decode(config.DEFAULT_ENCODING, errors) if isinstance(obj, bytes) else obj
 
 
@@ -211,9 +212,9 @@ class ShellCommandThread(FuncThread):
 
     def __init__(
         self,
-        cmd: Union[str, list[str]],
+        cmd: str | list[str],
         params: Any = None,
-        outfile: Union[str, int] = None,
+        outfile: str | int = None,
         env_vars: dict[str, str] = None,
         stdin: bool = False,
         auto_restart: bool = False,
@@ -223,8 +224,8 @@ def __init__(
         log_listener: Callable = None,
         stop_listener: Callable = None,
         strip_color: bool = False,
-        name: Optional[str] = None,
-        cwd: Optional[str] = None,
+        name: str | None = None,
+        cwd: str | None = None,
     ):
         params = params if params is not None else {}
         env_vars = env_vars if env_vars is not None else {}
diff --git a/localstack-core/localstack/utils/scheduler.py b/localstack-core/localstack/utils/scheduler.py
index b23f42d8f93c6..640a834a332fa 100644
--- a/localstack-core/localstack/utils/scheduler.py
+++ b/localstack-core/localstack/utils/scheduler.py
@@ -1,9 +1,9 @@
 import queue
 import threading
 import time
-from collections.abc import Mapping
+from collections.abc import Callable, Mapping
 from concurrent.futures import Executor
-from typing import Any, Callable, Optional, Union
+from typing import Any
 
 
 class ScheduledTask:
@@ -14,12 +14,12 @@ class ScheduledTask:
     def __init__(
         self,
         task: Callable,
-        period: Optional[float] = None,
+        period: float | None = None,
         fixed_rate: bool = True,
-        start: Optional[float] = None,
+        start: float | None = None,
         on_error: Callable[[Exception], None] = None,
-        args: Optional[Union[tuple, list]] = None,
-        kwargs: Optional[Mapping[str, Any]] = None,
+        args: tuple | list | None = None,
+        kwargs: Mapping[str, Any] | None = None,
     ) -> None:
         super().__init__()
         self.task = task
@@ -76,7 +76,7 @@ class Scheduler:
 
     POISON = (-1, "__POISON__")
 
-    def __init__(self, executor: Optional[Executor] = None) -> None:
+    def __init__(self, executor: Executor | None = None) -> None:
         """
         Creates a new Scheduler. If an executor is passed, then that executor will be used to run the scheduled tasks
         asynchronously, otherwise they will be executed synchronously inside the event loop. Running tasks
@@ -94,12 +94,12 @@ def __init__(self, executor: Optional[Executor] = None) -> None:
     def schedule(
         self,
         func: Callable,
-        period: Optional[float] = None,
+        period: float | None = None,
         fixed_rate: bool = True,
-        start: Optional[float] = None,
+        start: float | None = None,
         on_error: Callable[[Exception], None] = None,
-        args: Optional[Union[tuple, list[Any]]] = None,
-        kwargs: Optional[Mapping[str, Any]] = None,
+        args: tuple | list[Any] | None = None,
+        kwargs: Mapping[str, Any] | None = None,
     ) -> ScheduledTask:
         """
         Schedules a given task (function call).
diff --git a/localstack-core/localstack/utils/server/tcp_proxy.py b/localstack-core/localstack/utils/server/tcp_proxy.py
index 943120307a056..0327db2856d6e 100644
--- a/localstack-core/localstack/utils/server/tcp_proxy.py
+++ b/localstack-core/localstack/utils/server/tcp_proxy.py
@@ -1,8 +1,8 @@
 import logging
 import select
 import socket
+from collections.abc import Callable
 from concurrent.futures import ThreadPoolExecutor
-from typing import Callable
 
 from localstack.utils.serving import Server
 
@@ -93,7 +93,7 @@ def do_run(self):
                 try:
                     src_socket, _ = self._server_socket.accept()
                     self._thread_pool.submit(self._handle_request, src_socket)
-                except socket.timeout:
+                except TimeoutError:
                     pass
                 except OSError as e:
                     # avoid creating an error message if OSError is thrown due to socket closing
diff --git a/localstack-core/localstack/utils/serving.py b/localstack-core/localstack/utils/serving.py
index e85498cc12021..81848ab2512a2 100644
--- a/localstack-core/localstack/utils/serving.py
+++ b/localstack-core/localstack/utils/serving.py
@@ -1,7 +1,6 @@
 import abc
 import logging
 import threading
-from typing import Optional
 
 from localstack.utils.net import is_port_open
 from localstack.utils.sync import poll_condition
@@ -21,7 +20,7 @@ class Server(abc.ABC):
 
     def __init__(self, port: int, host: str = "localhost") -> None:
         super().__init__()
-        self._thread: Optional[FuncThread] = None
+        self._thread: FuncThread | None = None
 
         self._lifecycle_lock = threading.RLock()
         self._stopped = threading.Event()
@@ -46,7 +45,7 @@ def protocol(self):
     def url(self):
         return f"{self.protocol}://{self.host}:{self.port}"
 
-    def get_error(self) -> Optional[Exception]:
+    def get_error(self) -> Exception | None:
         """
         If the thread running the server returned with an Exception, then this function will return that exception.
         """
diff --git a/localstack-core/localstack/utils/strings.py b/localstack-core/localstack/utils/strings.py
index bd63f593fc43a..fb722278e84f8 100644
--- a/localstack-core/localstack/utils/strings.py
+++ b/localstack-core/localstack/utils/strings.py
@@ -7,7 +7,6 @@
 import string
 import uuid
 import zlib
-from typing import Union
 
 from localstack.config import DEFAULT_ENCODING
 
@@ -28,13 +27,13 @@
 )
 
 
-def to_str(obj: Union[str, bytes], encoding: str = DEFAULT_ENCODING, errors="strict") -> str:
+def to_str(obj: str | bytes, encoding: str = DEFAULT_ENCODING, errors="strict") -> str:
     """If ``obj`` is an instance of ``binary_type``, return
     ``obj.decode(encoding, errors)``, otherwise return ``obj``"""
     return obj.decode(encoding, errors) if isinstance(obj, bytes) else obj
 
 
-def to_bytes(obj: Union[str, bytes], encoding: str = DEFAULT_ENCODING, errors="strict") -> bytes:
+def to_bytes(obj: str | bytes, encoding: str = DEFAULT_ENCODING, errors="strict") -> bytes:
     """If ``obj`` is an instance of ``text_type``, return
     ``obj.encode(encoding, errors)``, otherwise return ``obj``"""
     return obj.encode(encoding, errors) if isinstance(obj, str) else obj
@@ -86,7 +85,7 @@ def canonicalize_bool_to_str(val: bool) -> str:
     return "true" if str(val).lower() == "true" else "false"
 
 
-def convert_to_printable_chars(value: Union[list, dict, str]) -> str:
+def convert_to_printable_chars(value: list | dict | str) -> str:
     """Removes all unprintable characters from the given string."""
     from localstack.utils.objects import recurse_object
 
@@ -148,19 +147,19 @@ def long_uid() -> str:
     return str(uuid.uuid4())
 
 
-def md5(string: Union[str, bytes]) -> str:
+def md5(string: str | bytes) -> str:
     m = hashlib.md5()
     m.update(to_bytes(string))
     return m.hexdigest()
 
 
-def checksum_crc32(string: Union[str, bytes]) -> str:
+def checksum_crc32(string: str | bytes) -> str:
     bytes = to_bytes(string)
     checksum = zlib.crc32(bytes)
     return base64.b64encode(checksum.to_bytes(4, "big")).decode()
 
 
-def checksum_crc32c(string: Union[str, bytes]):
+def checksum_crc32c(string: str | bytes):
     # import botocore locally here to avoid a dependency of the CLI to botocore
     from botocore.httpchecksum import CrtCrc32cChecksum
 
@@ -169,7 +168,7 @@ def checksum_crc32c(string: Union[str, bytes]):
     return base64.b64encode(checksum.digest()).decode()
 
 
-def checksum_crc64nvme(string: Union[str, bytes]):
+def checksum_crc64nvme(string: str | bytes):
     # import botocore locally here to avoid a dependency of the CLI to botocore
     from botocore.httpchecksum import CrtCrc64NvmeChecksum
 
@@ -178,12 +177,12 @@ def checksum_crc64nvme(string: Union[str, bytes]):
     return base64.b64encode(checksum.digest()).decode()
 
 
-def hash_sha1(string: Union[str, bytes]) -> str:
+def hash_sha1(string: str | bytes) -> str:
     digest = hashlib.sha1(to_bytes(string)).digest()
     return base64.b64encode(digest).decode()
 
 
-def hash_sha256(string: Union[str, bytes]) -> str:
+def hash_sha256(string: str | bytes) -> str:
     digest = hashlib.sha256(to_bytes(string)).digest()
     return base64.b64encode(digest).decode()
 
@@ -192,7 +191,7 @@ def base64_to_hex(b64_string: str) -> bytes:
     return binascii.hexlify(base64.b64decode(b64_string))
 
 
-def base64_decode(data: Union[str, bytes]) -> bytes:
+def base64_decode(data: str | bytes) -> bytes:
     """Decode base64 data - with optional padding, and able to handle urlsafe encoding (containing -/_)."""
     data = to_str(data)
     missing_padding = len(data) % 4
diff --git a/localstack-core/localstack/utils/sync.py b/localstack-core/localstack/utils/sync.py
index e5beea032d150..4b087bf2635c6 100644
--- a/localstack-core/localstack/utils/sync.py
+++ b/localstack-core/localstack/utils/sync.py
@@ -4,7 +4,8 @@
 import threading
 import time
 from collections import defaultdict
-from typing import Callable, Literal, TypeVar
+from collections.abc import Callable
+from typing import Literal, TypeVar
 
 
 class ShortCircuitWaitException(Exception):
diff --git a/localstack-core/localstack/utils/tagging.py b/localstack-core/localstack/utils/tagging.py
index 6e42c96346c47..0d212484179d0 100644
--- a/localstack-core/localstack/utils/tagging.py
+++ b/localstack-core/localstack/utils/tagging.py
@@ -1,6 +1,3 @@
-from typing import Optional
-
-
 class TaggingService:
     key_field: str
     value_field: str
@@ -17,7 +14,7 @@ def __init__(self, key_field: str = "Key", value_field: str = "Value"):
 
         self.tags = {}
 
-    def list_tags_for_resource(self, arn: str, root_name: Optional[str] = None):
+    def list_tags_for_resource(self, arn: str, root_name: str | None = None):
         root_name = root_name or "Tags"
 
         result = []
diff --git a/localstack-core/localstack/utils/testutil.py b/localstack-core/localstack/utils/testutil.py
index db8ca34c1c292..cc5f62c17eee0 100644
--- a/localstack-core/localstack/utils/testutil.py
+++ b/localstack-core/localstack/utils/testutil.py
@@ -7,7 +7,8 @@
 import shutil
 import tempfile
 import time
-from typing import Any, Callable, Optional
+from collections.abc import Callable
+from typing import Any
 
 from localstack.aws.api.lambda_ import Runtime
 from localstack.aws.connect import connect_externally_to, connect_to
@@ -20,7 +21,7 @@
 try:
     from typing import Literal
 except ImportError:
-    from typing_extensions import Literal
+    from typing import Literal
 
 import boto3
 import requests
@@ -548,7 +549,7 @@ def list_all_log_events(log_group_name: str, logs_client=None) -> list[dict]:
 def get_lambda_log_events(
     function_name,
     delay_time=DEFAULT_GET_LOG_EVENTS_DELAY,
-    regex_filter: Optional[str] = None,
+    regex_filter: str | None = None,
     log_group=None,
     logs_client=None,
 ):
@@ -596,7 +597,7 @@ def list_all_resources(
     page_function: Callable[[dict], Any],
     last_token_attr_name: str,
     list_attr_name: str,
-    next_token_attr_name: Optional[str] = None,
+    next_token_attr_name: str | None = None,
 ) -> list:
     """
     List all available resources by loading all available pages using `page_function`.
diff --git a/localstack-core/localstack/utils/threads.py b/localstack-core/localstack/utils/threads.py
index 403a872546a03..9f8880dba2426 100644
--- a/localstack-core/localstack/utils/threads.py
+++ b/localstack-core/localstack/utils/threads.py
@@ -3,9 +3,9 @@
 import logging
 import threading
 import traceback
+from collections.abc import Callable
 from concurrent.futures import Future
 from multiprocessing.dummy import Pool
-from typing import Callable, Optional
 
 LOG = logging.getLogger(__name__)
 
@@ -26,7 +26,7 @@ def __init__(
         params=None,
         quiet=False,
         on_stop: Callable[["FuncThread"], None] = None,
-        name: Optional[str] = None,
+        name: str | None = None,
         daemon=True,
     ):
         global counter
diff --git a/localstack-core/localstack/utils/time.py b/localstack-core/localstack/utils/time.py
index ce0d7f402770d..66c93dc8e4b1d 100644
--- a/localstack-core/localstack/utils/time.py
+++ b/localstack-core/localstack/utils/time.py
@@ -1,6 +1,5 @@
 import time
 from datetime import date, datetime, timezone, tzinfo
-from typing import Optional
 from zoneinfo import ZoneInfo
 
 TIMESTAMP_FORMAT = "%Y-%m-%dT%H:%M:%S"
@@ -64,7 +63,7 @@ def parse_timestamp(ts_str: str) -> datetime:
     raise Exception(f"Unable to parse timestamp string with any known formats: {ts_str}")
 
 
-def now(millis: bool = False, tz: Optional[tzinfo] = None) -> int:
+def now(millis: bool = False, tz: tzinfo | None = None) -> int:
     return mktime(datetime.now(tz=tz), millis=millis)
 
 
diff --git a/localstack-core/localstack/utils/urls.py b/localstack-core/localstack/utils/urls.py
index 97b92af754996..a6f4dd6e9f76a 100644
--- a/localstack-core/localstack/utils/urls.py
+++ b/localstack-core/localstack/utils/urls.py
@@ -1,5 +1,3 @@
-from typing import Optional
-
 from localstack import config
 from localstack.config import HostAndPort
 
@@ -12,7 +10,7 @@ def hostname_from_url(url: str) -> str:
     return url.split("://")[-1].split("/")[0].split(":")[0]
 
 
-def localstack_host(custom_port: Optional[int] = None) -> HostAndPort:
+def localstack_host(custom_port: int | None = None) -> HostAndPort:
     """
     Determine the host and port to return to the user based on:
     - the user's configuration (e.g environment variable overrides)
diff --git a/pyproject.toml b/pyproject.toml
index a2545d67f8374..ec549e28ce292 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -10,7 +10,7 @@ authors = [
 ]
 description = "The core library and runtime of LocalStack"
 license = "Apache-2.0"
-requires-python = ">=3.9"
+requires-python = ">=3.10"
 dependencies = [
     "build",
     "click>=7.1",
@@ -195,12 +195,12 @@ exclude = [
 
 [tool.ruff.per-file-target-version]
 # Only allow minimum version for code used in the CLI
-"localstack-core/localstack/cli/**" = "py39"
-"localstack-core/localstack/packages/**" = "py39"
-"localstack-core/localstack/config.py" = "py39"
-"localstack-core/localstack/constants.py" = "py39"
-"localstack-core/localstack/utils/**" = "py39"  # imported by CLI tests
-"localstack-core/localstack/testing/pytest/**" = "py39" # imported by CLI tests
+"localstack-core/localstack/cli/**" = "py310"
+"localstack-core/localstack/packages/**" = "py310"
+"localstack-core/localstack/config.py" = "py310"
+"localstack-core/localstack/constants.py" = "py310"
+"localstack-core/localstack/utils/**" = "py310"  # imported by CLI tests
+"localstack-core/localstack/testing/pytest/**" = "py310" # imported by CLI tests
 
 [tool.ruff.lint]
 ignore = [

From 098d7a1a915b02bbab9922e5e0a2999f26808228 Mon Sep 17 00:00:00 2001
From: Viren Nadkarni <viren.nadkarni@localstack.cloud>
Date: Mon, 13 Oct 2025 15:17:27 +0530
Subject: [PATCH 293/697] DynamoDB: Add support for WarmThroughput parameters
 (#13235)

---
 .../localstack/services/dynamodb/provider.py  |  24 ++
 .../services/dynamodb/v2/provider.py          |  24 ++
 tests/aws/services/dynamodb/test_dynamodb.py  | 117 ++++++-
 .../dynamodb/test_dynamodb.snapshot.json      | 290 ++++++++++++++---
 .../dynamodb/test_dynamodb.validation.json    | 293 +++++++++++++++---
 5 files changed, 657 insertions(+), 91 deletions(-)

diff --git a/localstack-core/localstack/services/dynamodb/provider.py b/localstack-core/localstack/services/dynamodb/provider.py
index 9dc0d2230dfeb..a4b780f17dd2d 100644
--- a/localstack-core/localstack/services/dynamodb/provider.py
+++ b/localstack-core/localstack/services/dynamodb/provider.py
@@ -748,6 +748,9 @@ def create_table(
             if "NumberOfDecreasesToday" not in table_description["ProvisionedThroughput"]:
                 table_description["ProvisionedThroughput"]["NumberOfDecreasesToday"] = 0
 
+        if "WarmThroughput" in table_description:
+            table_description["WarmThroughput"]["Status"] = "UPDATING"
+
         tags = table_definitions.pop("Tags", [])
         if tags:
             get_store(context.account_id, context.region).TABLE_TAGS[table_arn] = {
@@ -765,6 +768,13 @@ def delete_table(
     ) -> DeleteTableOutput:
         global_table_region = self.get_global_table_region(context, table_name)
 
+        self.ensure_table_exists(
+            context.account_id,
+            global_table_region,
+            table_name,
+            error_message=f"Requested resource not found: Table: {table_name} not found",
+        )
+
         # Limitation note: On AWS, for a replicated table, if the source table is deleted, the replicated tables continue to exist.
         # This is not the case for LocalStack, where all replicated tables will also be removed if source is deleted.
 
@@ -825,6 +835,9 @@ def describe_table(
                 table_description["TableClassSummary"] = {
                     "TableClass": table_definitions["TableClass"]
                 }
+            if warm_throughput := table_definitions.get("WarmThroughput"):
+                table_description["WarmThroughput"] = warm_throughput.copy()
+                table_description["WarmThroughput"].setdefault("Status", "ACTIVE")
 
         if "GlobalSecondaryIndexes" in table_description:
             for gsi in table_description["GlobalSecondaryIndexes"]:
@@ -837,6 +850,17 @@ def describe_table(
                 # Terraform depends on this parity for update operations
                 gsi["ProvisionedThroughput"] = default_values | gsi.get("ProvisionedThroughput", {})
 
+        # Set defaults for warm throughput
+        if "WarmThroughput" not in table_description:
+            billing_mode = table_definitions.get("BillingMode") if table_definitions else None
+            table_description["WarmThroughput"] = {
+                "ReadUnitsPerSecond": 12000 if billing_mode == "PAY_PER_REQUEST" else 5,
+                "WriteUnitsPerSecond": 4000 if billing_mode == "PAY_PER_REQUEST" else 5,
+            }
+        table_description["WarmThroughput"]["Status"] = (
+            table_description.get("TableStatus") or "ACTIVE"
+        )
+
         return DescribeTableOutput(
             Table=select_from_typed_dict(TableDescription, table_description)
         )
diff --git a/localstack-core/localstack/services/dynamodb/v2/provider.py b/localstack-core/localstack/services/dynamodb/v2/provider.py
index ee3aa8547d4af..2068f182746a6 100644
--- a/localstack-core/localstack/services/dynamodb/v2/provider.py
+++ b/localstack-core/localstack/services/dynamodb/v2/provider.py
@@ -560,6 +560,9 @@ def create_table(
             if "NumberOfDecreasesToday" not in table_description["ProvisionedThroughput"]:
                 table_description["ProvisionedThroughput"]["NumberOfDecreasesToday"] = 0
 
+        if "WarmThroughput" in table_description:
+            table_description["WarmThroughput"]["Status"] = "UPDATING"
+
         tags = table_definitions.pop("Tags", [])
         if tags:
             get_store(context.account_id, context.region).TABLE_TAGS[table_arn] = {
@@ -577,6 +580,13 @@ def delete_table(
     ) -> DeleteTableOutput:
         global_table_region = self.get_global_table_region(context, table_name)
 
+        self.ensure_table_exists(
+            context.account_id,
+            global_table_region,
+            table_name,
+            error_message=f"Requested resource not found: Table: {table_name} not found",
+        )
+
         # Limitation note: On AWS, for a replicated table, if the source table is deleted, the replicated tables continue to exist.
         # This is not the case for LocalStack, where all replicated tables will also be removed if source is deleted.
 
@@ -636,6 +646,9 @@ def describe_table(
                 table_description["TableClassSummary"] = {
                     "TableClass": table_definitions["TableClass"]
                 }
+            if warm_throughput := table_definitions.get("WarmThroughput"):
+                table_description["WarmThroughput"] = warm_throughput.copy()
+                table_description["WarmThroughput"].setdefault("Status", "ACTIVE")
 
         if "GlobalSecondaryIndexes" in table_description:
             for gsi in table_description["GlobalSecondaryIndexes"]:
@@ -648,6 +661,17 @@ def describe_table(
                 # Terraform depends on this parity for update operations
                 gsi["ProvisionedThroughput"] = default_values | gsi.get("ProvisionedThroughput", {})
 
+        # Set defaults for warm throughput
+        if "WarmThroughput" not in table_description:
+            billing_mode = table_definitions.get("BillingMode") if table_definitions else None
+            table_description["WarmThroughput"] = {
+                "ReadUnitsPerSecond": 12000 if billing_mode == "PAY_PER_REQUEST" else 5,
+                "WriteUnitsPerSecond": 4000 if billing_mode == "PAY_PER_REQUEST" else 5,
+            }
+        table_description["WarmThroughput"]["Status"] = (
+            table_description.get("TableStatus") or "ACTIVE"
+        )
+
         return DescribeTableOutput(
             Table=select_from_typed_dict(TableDescription, table_description)
         )
diff --git a/tests/aws/services/dynamodb/test_dynamodb.py b/tests/aws/services/dynamodb/test_dynamodb.py
index 5bc2a65c9c183..e6d2175b06550 100644
--- a/tests/aws/services/dynamodb/test_dynamodb.py
+++ b/tests/aws/services/dynamodb/test_dynamodb.py
@@ -11,6 +11,7 @@
 from botocore.config import Config
 from botocore.exceptions import ClientError
 from localstack_snapshot.snapshots.transformer import SortingTransformer
+from localstack_snapshot.snapshots.transformer_utility import TransformerUtility
 
 from localstack import config
 from localstack.aws.api.dynamodb import (
@@ -1490,32 +1491,101 @@ def test_create_duplicate_table(self, dynamodb_create_table_with_parameters, sna
             )
         snapshot.match("Error", ctx.value)
 
-    @markers.aws.only_localstack(
-        reason="timing issues - needs a check to see if table is successfully deleted"
+    @markers.aws.validated
+    @markers.snapshot.skip_snapshot_verify(
+        paths=[
+            "$..TableDescription.TableStatus",  # DDBLocal directly goes to ACTIVE status
+            "$..Table.ProvisionedThroughput.LastDecreaseDateTime",  # Not returned by DDBLocal
+            "$..Table.ProvisionedThroughput.LastIncreaseDateTime",  # Not returned by DDBLocal
+            # The following attributes (prefixed TableDescription) are returned by DDBLocal DeleteTable but not in parity with AWS
+            "$..TableDescription.AttributeDefinitions",
+            "$..TableDescription.CreationDateTime",
+            "$..TableDescription.KeySchema",
+            "$..TableDescription.ProvisionedThroughput.LastDecreaseDateTime",
+            "$..TableDescription.ProvisionedThroughput.LastIncreaseDateTime",
+            "$..TableDescription.TableId",
+        ]
     )
-    def test_delete_table(self, dynamodb_create_table, aws_client):
+    def test_table_crud(self, aws_client, cleanups, snapshot, dynamodb_wait_for_table_active):
+        snapshot.add_transformer(
+            [
+                TransformerUtility.key_value("TableName"),
+                TransformerUtility.key_value("TableArn"),
+            ]
+        )
+
         table_name = f"test-ddb-table-{short_uid()}"
 
-        tables_before = len(aws_client.dynamodb.list_tables()["TableNames"])
+        # CreateTable
+        response = aws_client.dynamodb.create_table(
+            TableName=table_name,
+            KeySchema=[{"AttributeName": "id", "KeyType": "HASH"}],
+            AttributeDefinitions=[{"AttributeName": "id", "AttributeType": "S"}],
+            ProvisionedThroughput={"ReadCapacityUnits": 5, "WriteCapacityUnits": 5},
+        )
+        cleanups.append(lambda: aws_client.dynamodb.delete_table(TableName=table_name))
+        snapshot.match("create-table", response)
+
+        dynamodb_wait_for_table_active(table_name=table_name)
 
-        dynamodb_create_table(
-            table_name=table_name,
-            partition_key=PARTITION_KEY,
+        # ListTables
+        assert table_name in aws_client.dynamodb.list_tables()["TableNames"]
+
+        # DescribeTable
+        response = aws_client.dynamodb.describe_table(TableName=table_name)
+        snapshot.match("describe-table", response)
+
+        # DeleteTable
+        response = aws_client.dynamodb.delete_table(TableName=table_name)
+        snapshot.match("delete-table", response)
+
+        # ListTable: after DeleteTable
+        retry(
+            lambda: table_name not in aws_client.dynamodb.list_tables()["TableNames"],
+            sleep=1,
+            retries=30,
         )
 
-        table_list = aws_client.dynamodb.list_tables()
-        # TODO: fix assertion, to enable parallel test execution!
-        assert tables_before + 1 == len(table_list["TableNames"])
-        assert table_name in table_list["TableNames"]
+        # DeleteTable: delete non-existent table
+        with pytest.raises(ClientError) as exc:
+            aws_client.dynamodb.delete_table(TableName="non-existent")
+        snapshot.match("delete-non-existent-table", exc.value.response)
 
-        aws_client.dynamodb.delete_table(TableName=table_name)
+    @markers.aws.validated
+    @markers.snapshot.skip_snapshot_verify(
+        paths=[
+            "$..TableDescription.TableStatus",  # DDBLocal directly goes to ACTIVE status
+            "$..Table.ProvisionedThroughput.LastDecreaseDateTime",  # Not returned by DDBLocal
+            "$..Table.ProvisionedThroughput.LastIncreaseDateTime",  # Not returned by DDBLocal
+        ]
+    )
+    def test_table_warm_throughput(
+        self, dynamodb_create_table_with_parameters, snapshot, aws_client
+    ):
+        """
+        This test ensures that WarmThroughput params provided to CreateTable are reflected in DescribeTable
+        """
 
-        table_list = aws_client.dynamodb.list_tables()
-        assert tables_before == len(table_list["TableNames"])
+        snapshot.add_transformer(
+            [
+                TransformerUtility.key_value("TableName"),
+                TransformerUtility.key_value("TableArn"),
+            ]
+        )
 
-        with pytest.raises(Exception) as ctx:
-            aws_client.dynamodb.delete_table(TableName=table_name)
-        assert ctx.match("ResourceNotFoundException")
+        table_name = f"test-ddb-table-{short_uid()}"
+
+        response = dynamodb_create_table_with_parameters(
+            TableName=table_name,
+            KeySchema=[{"AttributeName": "id", "KeyType": "HASH"}],
+            AttributeDefinitions=[{"AttributeName": "id", "AttributeType": "S"}],
+            ProvisionedThroughput={"ReadCapacityUnits": 5, "WriteCapacityUnits": 5},
+            WarmThroughput={"ReadUnitsPerSecond": 1000, "WriteUnitsPerSecond": 1200},
+        )
+        snapshot.match("create-table", response)
+
+        response = aws_client.dynamodb.describe_table(TableName=table_name)
+        snapshot.match("describe-table", response)
 
     @markers.aws.validated
     def test_transaction_write_items(
@@ -1947,9 +2017,14 @@ def test_dynamodb_create_table_with_sse_specification(
         assert result["TableDescription"]["SSEDescription"]["KMSMasterKeyArn"] == kms_master_key_arn
 
     @markers.aws.validated
+    @markers.snapshot.skip_snapshot_verify(
+        paths=["$..KeyMetadata.CurrentKeyMaterialId"]  # Not supported by LS
+    )
     def test_dynamodb_create_table_with_partial_sse_specification(
         self, dynamodb_create_table_with_parameters, snapshot, aws_client
     ):
+        snapshot.add_transformer(TransformerUtility.key_value("CurrentKeyMaterialId"))
+
         table_name = f"test_table_{short_uid()}"
         sse_specification = {"Enabled": True}
 
@@ -1979,9 +2054,14 @@ def test_dynamodb_create_table_with_partial_sse_specification(
         assert "SSESpecification" not in result["Table"]
 
     @markers.aws.validated
+    @markers.snapshot.skip_snapshot_verify(
+        paths=["$..KeyMetadata.CurrentKeyMaterialId"]  # Not supported by LS
+    )
     def test_dynamodb_update_table_without_sse_specification_change(
         self, dynamodb_create_table_with_parameters, snapshot, aws_client
     ):
+        snapshot.add_transformer(TransformerUtility.key_value("CurrentKeyMaterialId"))
+
         table_name = f"test_table_{short_uid()}"
 
         sse_specification = {"Enabled": True}
@@ -2284,6 +2364,7 @@ def test_data_encoding_consistency(
         paths=[
             "$..PointInTimeRecoveryDescription..EarliestRestorableDateTime",
             "$..PointInTimeRecoveryDescription..LatestRestorableDateTime",
+            "$..ContinuousBackupsDescription.PointInTimeRecoveryDescription.RecoveryPeriodInDays",
         ]
     )
     @markers.aws.validated
@@ -2638,6 +2719,8 @@ def _get_records_amount(record_amount: int):
     @pytest.mark.parametrize("billing_mode", ["PAY_PER_REQUEST", "PROVISIONED"])
     @markers.snapshot.skip_snapshot_verify(
         paths=[
+            # Warm throughput for GSI is not implemented in LS. DDB Local doesn't support it either.
+            "$..Table.GlobalSecondaryIndexes..WarmThroughput",
             # LS returns those and not AWS, probably because no changes happened there yet
             "$..ProvisionedThroughput.LastDecreaseDateTime",
             "$..ProvisionedThroughput.LastIncreaseDateTime",
diff --git a/tests/aws/services/dynamodb/test_dynamodb.snapshot.json b/tests/aws/services/dynamodb/test_dynamodb.snapshot.json
index c2d5625865739..2f5f756691b02 100644
--- a/tests/aws/services/dynamodb/test_dynamodb.snapshot.json
+++ b/tests/aws/services/dynamodb/test_dynamodb.snapshot.json
@@ -1,6 +1,6 @@
 {
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_valid_local_secondary_index": {
-    "recorded-date": "23-08-2023, 16:32:11",
+    "recorded-date": "08-10-2025, 12:33:08",
     "recorded-content": {
       "Items": {
         "Count": 1,
@@ -26,7 +26,7 @@
     }
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_return_values_in_put_item": {
-    "recorded-date": "23-08-2023, 16:32:21",
+    "recorded-date": "08-10-2025, 12:33:15",
     "recorded-content": {
       "PutFirstItem": {
         "ResponseMetadata": {
@@ -77,7 +77,7 @@
     }
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_empty_and_binary_values": {
-    "recorded-date": "23-08-2023, 16:32:29",
+    "recorded-date": "08-10-2025, 12:33:22",
     "recorded-content": {
       "PutFirstItem": {
         "ResponseMetadata": {
@@ -94,7 +94,7 @@
     }
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_batch_write_binary": {
-    "recorded-date": "23-08-2023, 16:32:35",
+    "recorded-date": "08-10-2025, 12:33:28",
     "recorded-content": {
       "Response": {
         "UnprocessedItems": {},
@@ -106,7 +106,7 @@
     }
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_dynamodb_execute_transaction": {
-    "recorded-date": "23-08-2023, 16:32:44",
+    "recorded-date": "08-10-2025, 12:33:37",
     "recorded-content": {
       "ExecutedTransaction": {
         "Responses": [],
@@ -138,7 +138,7 @@
     }
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_dynamodb_batch_execute_statement": {
-    "recorded-date": "23-08-2023, 16:32:51",
+    "recorded-date": "08-10-2025, 12:33:43",
     "recorded-content": {
       "ExecutedStatement": {
         "Responses": [
@@ -170,7 +170,7 @@
     }
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_dynamodb_partiql_missing": {
-    "recorded-date": "23-08-2023, 16:33:00",
+    "recorded-date": "08-10-2025, 12:33:58",
     "recorded-content": {
       "FirstNameNotMissing": [
         {
@@ -185,13 +185,13 @@
     }
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_create_duplicate_table": {
-    "recorded-date": "23-08-2023, 16:33:08",
+    "recorded-date": "08-10-2025, 12:35:25",
     "recorded-content": {
       "Error": "An error occurred (ResourceInUseException) when calling the CreateTable operation: Table already exists: <test-table>"
     }
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_transaction_write_items": {
-    "recorded-date": "23-08-2023, 16:33:16",
+    "recorded-date": "08-10-2025, 12:35:45",
     "recorded-content": {
       "Response": {
         "ResponseMetadata": {
@@ -202,13 +202,13 @@
     }
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_transaction_write_canceled": {
-    "recorded-date": "23-08-2023, 16:33:24",
+    "recorded-date": "08-10-2025, 12:35:51",
     "recorded-content": {
       "Error": "An error occurred (TransactionCanceledException) when calling the TransactWriteItems operation: Transaction cancelled, please refer cancellation reasons for specific reasons [ConditionalCheckFailed, None]"
     }
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_transaction_write_binary_data": {
-    "recorded-date": "23-08-2023, 16:33:31",
+    "recorded-date": "08-10-2025, 12:35:59",
     "recorded-content": {
       "WriteResponse": {
         "ResponseMetadata": {
@@ -227,7 +227,7 @@
     }
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_transact_get_items": {
-    "recorded-date": "23-08-2023, 16:33:37",
+    "recorded-date": "08-10-2025, 12:36:06",
     "recorded-content": {
       "TransactGetItems": {
         "Responses": [
@@ -247,7 +247,7 @@
     }
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_batch_write_items": {
-    "recorded-date": "23-08-2023, 16:33:43",
+    "recorded-date": "08-10-2025, 12:36:12",
     "recorded-content": {
       "BatchWriteResponse": {
         "UnprocessedItems": {},
@@ -259,13 +259,13 @@
     }
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_dynamodb_pay_per_request": {
-    "recorded-date": "23-08-2023, 16:33:43",
+    "recorded-date": "08-10-2025, 12:36:20",
     "recorded-content": {
       "Error": "An error occurred (ValidationException) when calling the CreateTable operation: One or more parameter values were invalid: Neither ReadCapacityUnits nor WriteCapacityUnits can be specified when BillingMode is PAY_PER_REQUEST"
     }
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_dynamodb_create_table_with_partial_sse_specification": {
-    "recorded-date": "10-01-2024, 12:59:51",
+    "recorded-date": "08-10-2025, 14:03:41",
     "recorded-content": {
       "SSEDescription": {
         "KMSMasterKeyArn": "arn:<partition>:kms:<region>:111111111111:key/<uuid:1>",
@@ -277,6 +277,7 @@
           "AWSAccountId": "111111111111",
           "Arn": "arn:<partition>:kms:<region>:111111111111:key/<uuid:1>",
           "CreationDate": "datetime",
+          "CurrentKeyMaterialId": "<current-key-material-id:1>",
           "CustomerMasterKeySpec": "SYMMETRIC_DEFAULT",
           "Description": "Default key that protects my DynamoDB data when no other key is defined",
           "Enabled": true,
@@ -304,7 +305,7 @@
     }
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_dynamodb_get_batch_items": {
-    "recorded-date": "23-08-2023, 16:33:58",
+    "recorded-date": "08-10-2025, 12:37:20",
     "recorded-content": {
       "Response": {
         "Responses": {
@@ -319,7 +320,7 @@
     }
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_dynamodb_idempotent_writing": {
-    "recorded-date": "23-08-2023, 16:39:54",
+    "recorded-date": "08-10-2025, 12:37:34",
     "recorded-content": {
       "Response1": {
         "ResponseMetadata": {
@@ -336,13 +337,13 @@
     }
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_batch_write_not_matching_schema": {
-    "recorded-date": "23-08-2023, 16:34:26",
+    "recorded-date": "08-10-2025, 12:37:41",
     "recorded-content": {
       "ValidationException": "An error occurred (ValidationException) when calling the BatchWriteItem operation: The provided key element does not match the schema"
     }
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_data_encoding_consistency": {
-    "recorded-date": "24-08-2023, 10:56:37",
+    "recorded-date": "08-10-2025, 12:37:49",
     "recorded-content": {
       "GetItem": {
         "data": {
@@ -391,7 +392,7 @@
     }
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_continuous_backup_update": {
-    "recorded-date": "23-08-2023, 16:34:39",
+    "recorded-date": "08-10-2025, 12:38:00",
     "recorded-content": {
       "update-continuous-backup": {
         "ContinuousBackupsDescription": {
@@ -399,7 +400,8 @@
           "PointInTimeRecoveryDescription": {
             "EarliestRestorableDateTime": "datetime",
             "LatestRestorableDateTime": "datetime",
-            "PointInTimeRecoveryStatus": "ENABLED"
+            "PointInTimeRecoveryStatus": "ENABLED",
+            "RecoveryPeriodInDays": 35
           }
         },
         "ResponseMetadata": {
@@ -413,7 +415,8 @@
           "PointInTimeRecoveryDescription": {
             "EarliestRestorableDateTime": "datetime",
             "LatestRestorableDateTime": "datetime",
-            "PointInTimeRecoveryStatus": "ENABLED"
+            "PointInTimeRecoveryStatus": "ENABLED",
+            "RecoveryPeriodInDays": 35
           }
         },
         "ResponseMetadata": {
@@ -424,7 +427,7 @@
     }
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_batch_write_not_existing_table": {
-    "recorded-date": "22-10-2023, 20:45:30",
+    "recorded-date": "08-10-2025, 12:37:41",
     "recorded-content": {
       "exc-not-found-transact-write-items": {
         "Error": {
@@ -440,7 +443,7 @@
     }
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_batch_write_items_streaming": {
-    "recorded-date": "22-10-2023, 23:23:09",
+    "recorded-date": "08-10-2025, 12:36:19",
     "recorded-content": {
       "create-table": {
         "TableDescription": {
@@ -636,11 +639,11 @@
     }
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_dynamodb_streams_describe_with_exclusive_start_shard_id": {
-    "recorded-date": "22-10-2023, 22:27:28",
+    "recorded-date": "08-10-2025, 12:37:28",
     "recorded-content": {}
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_dynamodb_stream_stream_view_type": {
-    "recorded-date": "31-05-2024, 14:49:57",
+    "recorded-date": "08-10-2025, 12:34:09",
     "recorded-content": {
       "create-table": {
         "TableDescription": {
@@ -831,7 +834,7 @@
     }
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_return_values_on_conditions_check_failure": {
-    "recorded-date": "03-01-2024, 17:52:20",
+    "recorded-date": "08-10-2025, 12:45:55",
     "recorded-content": {
       "items": {
         "Error": {
@@ -857,7 +860,7 @@
     }
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_transact_write_items_streaming": {
-    "recorded-date": "31-05-2024, 14:47:04",
+    "recorded-date": "08-10-2025, 12:46:04",
     "recorded-content": {
       "create-table": {
         "TableDescription": {
@@ -1129,7 +1132,7 @@
     }
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_transact_write_items_streaming_for_different_tables": {
-    "recorded-date": "02-04-2024, 21:45:36",
+    "recorded-date": "08-10-2025, 12:46:18",
     "recorded-content": {
       "create-table-stream": {
         "TableDescription": {
@@ -1419,7 +1422,7 @@
     }
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_dynamodb_update_table_without_sse_specification_change": {
-    "recorded-date": "17-12-2024, 10:40:03",
+    "recorded-date": "08-10-2025, 14:06:57",
     "recorded-content": {
       "create_table_sse_description": {
         "KMSMasterKeyArn": "arn:<partition>:kms:<region>:111111111111:key/<uuid:1>",
@@ -1431,6 +1434,7 @@
           "AWSAccountId": "111111111111",
           "Arn": "arn:<partition>:kms:<region>:111111111111:key/<uuid:1>",
           "CreationDate": "datetime",
+          "CurrentKeyMaterialId": "<current-key-material-id:1>",
           "CustomerMasterKeySpec": "SYMMETRIC_DEFAULT",
           "Description": "Default key that protects my DynamoDB data when no other key is defined",
           "Enabled": true,
@@ -1458,7 +1462,7 @@
     }
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_dynamodb_execute_statement_empy_parameter": {
-    "recorded-date": "03-01-2025, 09:24:27",
+    "recorded-date": "08-10-2025, 12:33:51",
     "recorded-content": {
       "invalid-param-error": {
         "Error": {
@@ -1473,7 +1477,7 @@
     }
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_gsi_with_billing_mode[PAY_PER_REQUEST]": {
-    "recorded-date": "08-01-2025, 18:17:06",
+    "recorded-date": "08-10-2025, 12:46:32",
     "recorded-content": {
       "create-table-with-gsi": {
         "TableDescription": {
@@ -1576,6 +1580,11 @@
                 "NumberOfDecreasesToday": 0,
                 "ReadCapacityUnits": 0,
                 "WriteCapacityUnits": 0
+              },
+              "WarmThroughput": {
+                "ReadUnitsPerSecond": 12000,
+                "Status": "ACTIVE",
+                "WriteUnitsPerSecond": 4000
               }
             }
           ],
@@ -1595,7 +1604,12 @@
           "TableId": "<uuid:1>",
           "TableName": "<table-name:1>",
           "TableSizeBytes": 0,
-          "TableStatus": "<table-status>"
+          "TableStatus": "<table-status>",
+          "WarmThroughput": {
+            "ReadUnitsPerSecond": 12000,
+            "Status": "ACTIVE",
+            "WriteUnitsPerSecond": 4000
+          }
         },
         "ResponseMetadata": {
           "HTTPHeaders": {},
@@ -1605,7 +1619,7 @@
     }
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_gsi_with_billing_mode[PROVISIONED]": {
-    "recorded-date": "08-01-2025, 18:17:21",
+    "recorded-date": "08-10-2025, 12:46:48",
     "recorded-content": {
       "create-table-with-gsi": {
         "TableDescription": {
@@ -1701,6 +1715,11 @@
                 "NumberOfDecreasesToday": 0,
                 "ReadCapacityUnits": 1,
                 "WriteCapacityUnits": 1
+              },
+              "WarmThroughput": {
+                "ReadUnitsPerSecond": 1,
+                "Status": "ACTIVE",
+                "WriteUnitsPerSecond": 1
               }
             }
           ],
@@ -1720,7 +1739,12 @@
           "TableId": "<uuid:1>",
           "TableName": "<table-name:1>",
           "TableSizeBytes": 0,
-          "TableStatus": "<table-status>"
+          "TableStatus": "<table-status>",
+          "WarmThroughput": {
+            "ReadUnitsPerSecond": 5,
+            "Status": "ACTIVE",
+            "WriteUnitsPerSecond": 5
+          }
         },
         "ResponseMetadata": {
           "HTTPHeaders": {},
@@ -1730,7 +1754,7 @@
     }
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_streams_on_global_tables": {
-    "recorded-date": "22-05-2025, 12:44:58",
+    "recorded-date": "08-10-2025, 12:35:17",
     "recorded-content": {
       "region-streams": {
         "Streams": [
@@ -1872,7 +1896,7 @@
     }
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_dynamodb_describe_contributor_insights": {
-    "recorded-date": "30-09-2025, 20:00:00",
+    "recorded-date": "08-10-2025, 12:46:55",
     "recorded-content": {
       "describe-contributor-insights-disabled": {
         "ContributorInsightsStatus": "DISABLED",
@@ -1883,5 +1907,197 @@
         }
       }
     }
+  },
+  "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_table_crud": {
+    "recorded-date": "08-10-2025, 12:35:32",
+    "recorded-content": {
+      "create-table": {
+        "TableDescription": {
+          "AttributeDefinitions": [
+            {
+              "AttributeName": "id",
+              "AttributeType": "S"
+            }
+          ],
+          "CreationDateTime": "datetime",
+          "DeletionProtectionEnabled": false,
+          "ItemCount": 0,
+          "KeySchema": [
+            {
+              "AttributeName": "id",
+              "KeyType": "HASH"
+            }
+          ],
+          "ProvisionedThroughput": {
+            "NumberOfDecreasesToday": 0,
+            "ReadCapacityUnits": 5,
+            "WriteCapacityUnits": 5
+          },
+          "TableArn": "arn:<partition>:dynamodb:<region>:111111111111:table/<table-name:1>",
+          "TableId": "<uuid:1>",
+          "TableName": "<table-name:1>",
+          "TableSizeBytes": 0,
+          "TableStatus": "CREATING"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-table": {
+        "Table": {
+          "AttributeDefinitions": [
+            {
+              "AttributeName": "id",
+              "AttributeType": "S"
+            }
+          ],
+          "CreationDateTime": "datetime",
+          "DeletionProtectionEnabled": false,
+          "ItemCount": 0,
+          "KeySchema": [
+            {
+              "AttributeName": "id",
+              "KeyType": "HASH"
+            }
+          ],
+          "ProvisionedThroughput": {
+            "NumberOfDecreasesToday": 0,
+            "ReadCapacityUnits": 5,
+            "WriteCapacityUnits": 5
+          },
+          "TableArn": "arn:<partition>:dynamodb:<region>:111111111111:table/<table-name:1>",
+          "TableId": "<uuid:1>",
+          "TableName": "<table-name:1>",
+          "TableSizeBytes": 0,
+          "TableStatus": "ACTIVE",
+          "WarmThroughput": {
+            "ReadUnitsPerSecond": 5,
+            "Status": "ACTIVE",
+            "WriteUnitsPerSecond": 5
+          }
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "delete-table": {
+        "TableDescription": {
+          "DeletionProtectionEnabled": false,
+          "ItemCount": 0,
+          "ProvisionedThroughput": {
+            "NumberOfDecreasesToday": 0,
+            "ReadCapacityUnits": 5,
+            "WriteCapacityUnits": 5
+          },
+          "TableArn": "arn:<partition>:dynamodb:<region>:111111111111:table/<table-name:1>",
+          "TableId": "<uuid:1>",
+          "TableName": "<table-name:1>",
+          "TableSizeBytes": 0,
+          "TableStatus": "DELETING"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "delete-non-existent-table": {
+        "Error": {
+          "Code": "ResourceNotFoundException",
+          "Message": "Requested resource not found: Table: non-existent not found"
+        },
+        "message": "Requested resource not found: Table: non-existent not found",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_table_warm_throughput": {
+    "recorded-date": "08-10-2025, 12:35:39",
+    "recorded-content": {
+      "create-table": {
+        "TableDescription": {
+          "AttributeDefinitions": [
+            {
+              "AttributeName": "id",
+              "AttributeType": "S"
+            }
+          ],
+          "CreationDateTime": "datetime",
+          "DeletionProtectionEnabled": false,
+          "ItemCount": 0,
+          "KeySchema": [
+            {
+              "AttributeName": "id",
+              "KeyType": "HASH"
+            }
+          ],
+          "ProvisionedThroughput": {
+            "NumberOfDecreasesToday": 0,
+            "ReadCapacityUnits": 5,
+            "WriteCapacityUnits": 5
+          },
+          "TableArn": "arn:<partition>:dynamodb:<region>:111111111111:table/<table-name:1>",
+          "TableId": "<uuid:1>",
+          "TableName": "<table-name:1>",
+          "TableSizeBytes": 0,
+          "TableStatus": "CREATING",
+          "WarmThroughput": {
+            "ReadUnitsPerSecond": 1000,
+            "Status": "UPDATING",
+            "WriteUnitsPerSecond": 1200
+          }
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-table": {
+        "Table": {
+          "AttributeDefinitions": [
+            {
+              "AttributeName": "id",
+              "AttributeType": "S"
+            }
+          ],
+          "CreationDateTime": "datetime",
+          "DeletionProtectionEnabled": false,
+          "ItemCount": 0,
+          "KeySchema": [
+            {
+              "AttributeName": "id",
+              "KeyType": "HASH"
+            }
+          ],
+          "ProvisionedThroughput": {
+            "NumberOfDecreasesToday": 0,
+            "ReadCapacityUnits": 5,
+            "WriteCapacityUnits": 5
+          },
+          "TableArn": "arn:<partition>:dynamodb:<region>:111111111111:table/<table-name:1>",
+          "TableId": "<uuid:1>",
+          "TableName": "<table-name:1>",
+          "TableSizeBytes": 0,
+          "TableStatus": "ACTIVE",
+          "WarmThroughput": {
+            "ReadUnitsPerSecond": 1000,
+            "Status": "ACTIVE",
+            "WriteUnitsPerSecond": 1200
+          }
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_stream_destination_records": {
+    "recorded-date": "08-10-2025, 12:45:48",
+    "recorded-content": {}
   }
 }
diff --git a/tests/aws/services/dynamodb/test_dynamodb.validation.json b/tests/aws/services/dynamodb/test_dynamodb.validation.json
index c11177621ab62..379446948cfa9 100644
--- a/tests/aws/services/dynamodb/test_dynamodb.validation.json
+++ b/tests/aws/services/dynamodb/test_dynamodb.validation.json
@@ -1,81 +1,213 @@
 {
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_batch_write_binary": {
-    "last_validated_date": "2023-08-23T14:32:35+00:00"
+    "last_validated_date": "2025-10-08T12:33:28+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 6.15,
+      "teardown": 0.41,
+      "total": 6.56
+    }
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_batch_write_items": {
-    "last_validated_date": "2023-08-23T14:33:43+00:00"
+    "last_validated_date": "2025-10-08T12:36:12+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 5.2,
+      "teardown": 0.34,
+      "total": 5.54
+    }
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_batch_write_items_streaming": {
-    "last_validated_date": "2023-10-22T21:23:09+00:00"
+    "last_validated_date": "2025-10-08T12:36:19+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 7.08,
+      "teardown": 0.41,
+      "total": 7.49
+    }
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_batch_write_not_existing_table": {
-    "last_validated_date": "2023-10-22T18:45:30+00:00"
+    "last_validated_date": "2025-10-08T12:37:41+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.21,
+      "teardown": 0.0,
+      "total": 0.21
+    }
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_batch_write_not_matching_schema": {
-    "last_validated_date": "2023-08-23T14:34:26+00:00"
+    "last_validated_date": "2025-10-08T12:37:41+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 6.37,
+      "teardown": 0.5,
+      "total": 6.87
+    }
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_continuous_backup_update": {
-    "last_validated_date": "2023-08-23T14:34:39+00:00"
+    "last_validated_date": "2025-10-08T12:38:00+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 10.06,
+      "teardown": 0.41,
+      "total": 10.47
+    }
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_create_duplicate_table": {
-    "last_validated_date": "2023-08-23T14:33:08+00:00"
+    "last_validated_date": "2025-10-08T12:35:25+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 5.98,
+      "teardown": 2.68,
+      "total": 8.66
+    }
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_data_encoding_consistency": {
-    "last_validated_date": "2023-08-24T08:56:37+00:00"
+    "last_validated_date": "2025-10-08T12:37:49+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 7.8,
+      "teardown": 0.34,
+      "total": 8.14
+    }
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_dynamodb_batch_execute_statement": {
-    "last_validated_date": "2023-08-23T14:32:51+00:00"
+    "last_validated_date": "2025-10-08T12:33:43+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 4.75,
+      "teardown": 2.14,
+      "total": 6.89
+    }
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_dynamodb_create_table_with_partial_sse_specification": {
-    "last_validated_date": "2024-01-10T12:59:50+00:00"
+    "last_validated_date": "2025-10-08T14:03:41+00:00",
+    "durations_in_seconds": {
+      "setup": 0.67,
+      "call": 7.68,
+      "teardown": 0.3,
+      "total": 8.65
+    }
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_dynamodb_describe_contributor_insights": {
-    "last_validated_date": "2025-09-30T20:00:00+00:00",
+    "last_validated_date": "2025-10-08T12:46:55+00:00",
     "durations_in_seconds": {
-      "setup": 0.9,
-      "call": 6.59,
-      "teardown": 0.42,
-      "total": 7.91
+      "setup": 0.0,
+      "call": 6.54,
+      "teardown": 0.49,
+      "total": 7.03
     }
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_dynamodb_execute_statement_empy_parameter": {
-    "last_validated_date": "2025-01-03T09:24:27+00:00"
+    "last_validated_date": "2025-10-08T12:33:51+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 6.77,
+      "teardown": 0.35,
+      "total": 7.12
+    }
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_dynamodb_execute_transaction": {
-    "last_validated_date": "2023-08-23T14:32:44+00:00"
+    "last_validated_date": "2025-10-08T12:33:37+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 7.99,
+      "teardown": 0.41,
+      "total": 8.4
+    }
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_dynamodb_get_batch_items": {
-    "last_validated_date": "2023-08-23T14:33:58+00:00"
+    "last_validated_date": "2025-10-08T12:37:20+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 4.7,
+      "teardown": 0.4,
+      "total": 5.1
+    }
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_dynamodb_idempotent_writing": {
-    "last_validated_date": "2023-08-23T14:39:54+00:00"
+    "last_validated_date": "2025-10-08T12:37:34+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 5.81,
+      "teardown": 0.42,
+      "total": 6.23
+    }
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_dynamodb_partiql_missing": {
-    "last_validated_date": "2023-08-23T14:33:00+00:00"
+    "last_validated_date": "2025-10-08T12:33:58+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 6.34,
+      "teardown": 1.54,
+      "total": 7.88
+    }
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_dynamodb_pay_per_request": {
-    "last_validated_date": "2023-08-23T14:33:43+00:00"
+    "last_validated_date": "2025-10-08T12:36:20+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.18,
+      "teardown": 0.17,
+      "total": 0.35
+    }
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_dynamodb_stream_records_with_update_item": {
     "last_validated_date": "2024-06-26T14:28:26+00:00"
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_dynamodb_stream_stream_view_type": {
-    "last_validated_date": "2024-05-31T14:49:56+00:00"
+    "last_validated_date": "2025-10-08T12:34:09+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 10.26,
+      "teardown": 0.38,
+      "total": 10.64
+    }
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_dynamodb_streams_describe_with_exclusive_start_shard_id": {
-    "last_validated_date": "2023-10-22T20:27:28+00:00"
+    "last_validated_date": "2025-10-08T12:37:28+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 6.84,
+      "teardown": 0.46,
+      "total": 7.3
+    }
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_dynamodb_update_table_without_sse_specification_change": {
-    "last_validated_date": "2024-12-17T10:39:19+00:00"
+    "last_validated_date": "2025-10-08T14:06:57+00:00",
+    "durations_in_seconds": {
+      "setup": 0.77,
+      "call": 7.22,
+      "teardown": 39.29,
+      "total": 47.28
+    }
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_empty_and_binary_values": {
-    "last_validated_date": "2023-08-23T14:32:29+00:00"
+    "last_validated_date": "2025-10-08T12:33:22+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 6.36,
+      "teardown": 0.0,
+      "total": 6.36
+    }
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_gsi_with_billing_mode[PAY_PER_REQUEST]": {
-    "last_validated_date": "2025-01-08T18:17:06+00:00"
+    "last_validated_date": "2025-10-08T12:46:32+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 14.17,
+      "teardown": 0.51,
+      "total": 14.68
+    }
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_gsi_with_billing_mode[PROVISIONED]": {
-    "last_validated_date": "2025-01-08T18:17:21+00:00"
+    "last_validated_date": "2025-10-08T12:46:48+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 15.33,
+      "teardown": 0.33,
+      "total": 15.66
+    }
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_kinesis_streaming_destination_crud": {
     "last_validated_date": "2025-07-23T13:31:04+00:00",
@@ -87,33 +219,120 @@
     }
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_return_values_in_put_item": {
-    "last_validated_date": "2023-08-23T14:32:21+00:00"
+    "last_validated_date": "2025-10-08T12:33:15+00:00",
+    "durations_in_seconds": {
+      "setup": 6.35,
+      "call": 0.92,
+      "teardown": 0.19,
+      "total": 7.46
+    }
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_return_values_on_conditions_check_failure": {
-    "last_validated_date": "2024-01-03T17:52:19+00:00"
+    "last_validated_date": "2025-10-08T12:45:55+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 6.6,
+      "teardown": 0.34,
+      "total": 6.94
+    }
+  },
+  "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_stream_destination_records": {
+    "last_validated_date": "2025-10-08T12:45:49+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 468.26,
+      "teardown": 0.62,
+      "total": 468.88
+    }
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_streams_on_global_tables": {
-    "last_validated_date": "2025-05-22T12:44:55+00:00"
+    "last_validated_date": "2025-10-08T12:35:17+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 64.24,
+      "teardown": 3.24,
+      "total": 67.48
+    }
+  },
+  "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_table_crud": {
+    "last_validated_date": "2025-10-08T12:35:32+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 6.7,
+      "teardown": 0.21,
+      "total": 6.91
+    }
+  },
+  "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_table_warm_throughput": {
+    "last_validated_date": "2025-10-08T12:35:39+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 6.84,
+      "teardown": 0.33,
+      "total": 7.17
+    }
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_transact_get_items": {
-    "last_validated_date": "2023-08-23T14:33:37+00:00"
+    "last_validated_date": "2025-10-08T12:36:06+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 6.7,
+      "teardown": 0.41,
+      "total": 7.11
+    }
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_transact_write_items_streaming": {
-    "last_validated_date": "2024-05-31T14:47:04+00:00"
+    "last_validated_date": "2025-10-08T12:46:04+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 8.54,
+      "teardown": 0.32,
+      "total": 8.86
+    }
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_transact_write_items_streaming_for_different_tables": {
-    "last_validated_date": "2024-04-02T21:45:36+00:00"
+    "last_validated_date": "2025-10-08T12:46:18+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.7,
+      "teardown": 0.77,
+      "total": 13.47
+    }
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_transaction_write_binary_data": {
-    "last_validated_date": "2023-08-23T14:33:31+00:00"
+    "last_validated_date": "2025-10-08T12:35:59+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 7.62,
+      "teardown": 0.33,
+      "total": 7.95
+    }
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_transaction_write_canceled": {
-    "last_validated_date": "2023-08-23T14:33:24+00:00"
+    "last_validated_date": "2025-10-08T12:35:51+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 5.79,
+      "teardown": 0.4,
+      "total": 6.19
+    }
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_transaction_write_items": {
-    "last_validated_date": "2023-08-23T14:33:16+00:00"
+    "last_validated_date": "2025-10-08T12:35:45+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 5.32,
+      "teardown": 0.37,
+      "total": 5.69
+    }
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_valid_local_secondary_index": {
-    "last_validated_date": "2023-08-23T14:32:11+00:00"
+    "last_validated_date": "2025-10-08T12:33:08+00:00",
+    "durations_in_seconds": {
+      "setup": 0.89,
+      "call": 8.17,
+      "teardown": 0.49,
+      "total": 9.55
+    }
   }
 }

From ab567e517aa2ad3374dd2a63a9d19055b0fd4655 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Cristopher=20Pinz=C3=B3n?=
 <18080804+pinzon@users.noreply.github.com>
Date: Mon, 13 Oct 2025 14:56:06 -0500
Subject: [PATCH 294/697] CFN: add validation to FnSplit (#13244)

---
 .../engine/v2/change_set_model_preproc.py     | 10 ++++++
 .../test_change_set_fn_split.py               | 33 ++++++++++++++++++-
 .../test_change_set_fn_split.snapshot.json    | 16 +++++++++
 .../test_change_set_fn_split.validation.json  |  9 +++++
 4 files changed, 67 insertions(+), 1 deletion(-)

diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
index 682eb9e23646c..a856ae3b985d6 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
@@ -928,6 +928,16 @@ def _compute_fn_split(args: list[Any]) -> Any:
 
         arguments_delta = self.visit(node_intrinsic_function.arguments)
 
+        if not (
+            is_nothing(arguments_delta.after)
+            or isinstance(arguments_delta.after, list)
+            and len(arguments_delta.after) == 2
+        ):
+            raise ValidationError(
+                "Template error: every Fn::Split object requires two parameters, "
+                "(1) a string delimiter and (2) a string to be split or a function that returns a string to be split."
+            )
+
         delta = self._cached_apply(
             scope=node_intrinsic_function.scope,
             arguments_delta=arguments_delta,
diff --git a/tests/aws/services/cloudformation/test_change_set_fn_split.py b/tests/aws/services/cloudformation/test_change_set_fn_split.py
index 01b2869a38001..33f25c4ecfcff 100644
--- a/tests/aws/services/cloudformation/test_change_set_fn_split.py
+++ b/tests/aws/services/cloudformation/test_change_set_fn_split.py
@@ -1,8 +1,12 @@
+import json
+
+import pytest
+from botocore.exceptions import ClientError
 from localstack_snapshot.snapshots.transformer import RegexTransformer
 from tests.aws.services.cloudformation.conftest import skip_if_legacy_engine
 
 from localstack.testing.pytest import markers
-from localstack.utils.strings import long_uid
+from localstack.utils.strings import long_uid, short_uid
 
 
 @skip_if_legacy_engine()
@@ -236,3 +240,30 @@ def test_fn_split_with_get_att(
         }
 
         capture_update_process(snapshot, template_1, template_2)
+
+
+class TestSplitValidations:
+    @markers.aws.validated
+    @skip_if_legacy_engine
+    def test_validate_split_arguments_len(self, aws_client, snapshot):
+        template = {
+            "Resources": {
+                "Parameter": {
+                    "Type": "AWS::SSM::Parameter",
+                    "Properties": {
+                        "Type": "String",
+                        "Value": {"Fn::Split": {"Ref": "AWS::Region"}},
+                    },
+                }
+            }
+        }
+
+        with pytest.raises(ClientError) as ex:
+            aws_client.cloudformation.create_change_set(
+                StackName=f"st-{short_uid()}",
+                ChangeSetName=f"ch-{short_uid()}",
+                ChangeSetType="CREATE",
+                TemplateBody=json.dumps(template),
+            )
+
+        snapshot.match("validation", ex.value.response)
diff --git a/tests/aws/services/cloudformation/test_change_set_fn_split.snapshot.json b/tests/aws/services/cloudformation/test_change_set_fn_split.snapshot.json
index fa687acb00f0c..555cb616241c7 100644
--- a/tests/aws/services/cloudformation/test_change_set_fn_split.snapshot.json
+++ b/tests/aws/services/cloudformation/test_change_set_fn_split.snapshot.json
@@ -2451,5 +2451,21 @@
         "Tags": []
       }
     }
+  },
+  "tests/aws/services/cloudformation/test_change_set_fn_split.py::TestSplitValidations::test_validate_split_arguments_len": {
+    "recorded-date": "08-10-2025, 20:08:15",
+    "recorded-content": {
+      "validation": {
+        "Error": {
+          "Code": "ValidationError",
+          "Message": "Template error: every Fn::Split object requires two parameters, (1) a string delimiter and (2) a string to be split or a function that returns a string to be split.",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/cloudformation/test_change_set_fn_split.validation.json b/tests/aws/services/cloudformation/test_change_set_fn_split.validation.json
index 3ecf3eeb393eb..a3e830ca7477b 100644
--- a/tests/aws/services/cloudformation/test_change_set_fn_split.validation.json
+++ b/tests/aws/services/cloudformation/test_change_set_fn_split.validation.json
@@ -16,5 +16,14 @@
   },
   "tests/aws/services/cloudformation/test_change_set_fn_split.py::TestChangeSetFnSplit::test_fn_split_with_ref_as_string_source": {
     "last_validated_date": "2025-06-02T11:23:28+00:00"
+  },
+  "tests/aws/services/cloudformation/test_change_set_fn_split.py::TestSplitValidations::test_validate_split_arguments_len": {
+    "last_validated_date": "2025-10-08T20:08:15+00:00",
+    "durations_in_seconds": {
+      "setup": 0.23,
+      "call": 0.38,
+      "teardown": 0.0,
+      "total": 0.61
+    }
   }
 }

From 1324ae257b5d5c65c96fcdea98984fe683c29015 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Cristopher=20Pinz=C3=B3n?=
 <18080804+pinzon@users.noreply.github.com>
Date: Mon, 13 Oct 2025 14:56:55 -0500
Subject: [PATCH 295/697] CFN: Fix duplicated stack issue (#13249)

---
 .../engine/v2/change_set_model_executor.py    | 13 ++---
 .../services/cloudformation/v2/provider.py    | 17 ++++++
 .../cloudformation/api/test_changesets.py     | 37 +++++++++++++
 .../api/test_changesets.snapshot.json         | 54 +++++++++++++++++++
 .../api/test_changesets.validation.json       | 18 +++++++
 .../cloudformation/api/test_update_stack.py   | 30 +++++++++++
 .../api/test_update_stack.snapshot.json       | 16 ++++++
 .../api/test_update_stack.validation.json     |  9 ++++
 8 files changed, 188 insertions(+), 6 deletions(-)

diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py
index dcc8be4508716..63a7e612b4667 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py
@@ -106,14 +106,15 @@ def execute(self) -> ChangeSetModelExecutorResult:
         except Exception as e:
             failure_message = str(e)
 
+        is_deletion = self._change_set.stack.status == StackStatus.DELETE_IN_PROGRESS
         if self._deferred_actions:
-            if failure_message:
-                # TODO: differentiate between update and create
-                self._change_set.stack.set_stack_status(StackStatus.ROLLBACK_IN_PROGRESS)
-            else:
+            if not is_deletion:
                 # TODO: correct status
+                # TODO: differentiate between update and create
                 self._change_set.stack.set_stack_status(
-                    StackStatus.UPDATE_COMPLETE_CLEANUP_IN_PROGRESS
+                    StackStatus.ROLLBACK_IN_PROGRESS
+                    if failure_message
+                    else StackStatus.UPDATE_COMPLETE_CLEANUP_IN_PROGRESS
                 )
 
             # perform all deferred actions such as deletions. These must happen in reverse from their
@@ -123,7 +124,7 @@ def execute(self) -> ChangeSetModelExecutorResult:
                 LOG.debug("executing deferred action: '%s'", deferred.name)
                 deferred.action()
 
-        if failure_message:
+        if failure_message and not is_deletion:
             # TODO: differentiate between update and create
             self._change_set.stack.set_stack_status(StackStatus.ROLLBACK_COMPLETE)
 
diff --git a/localstack-core/localstack/services/cloudformation/v2/provider.py b/localstack-core/localstack/services/cloudformation/v2/provider.py
index d135fb60cd9e6..01392cbe33477 100644
--- a/localstack-core/localstack/services/cloudformation/v2/provider.py
+++ b/localstack-core/localstack/services/cloudformation/v2/provider.py
@@ -497,6 +497,14 @@ def create_change_set(
                 f"Stack [{stack_name}] already exists and cannot be created again with the changeSet [{change_set_name}]."
             )
 
+        if change_set_type == ChangeSetType.UPDATE and (
+            stack.status == StackStatus.DELETE_COMPLETE
+            or stack.status == StackStatus.DELETE_IN_PROGRESS
+        ):
+            raise ValidationError(
+                f"Stack:{stack.stack_id} is in {stack.status} state and can not be updated."
+            )
+
         before_parameters: dict[str, Parameter] | None = None
         match change_set_type:
             case ChangeSetType.UPDATE:
@@ -1534,6 +1542,14 @@ def update_stack(
                 raise RuntimeError("Multiple stacks matched, update matching logic")
             stack = active_stack_candidates[0]
 
+        if (
+            stack.status == StackStatus.DELETE_COMPLETE
+            or stack.status == StackStatus.DELETE_IN_PROGRESS
+        ):
+            raise ValidationError(
+                f"Stack:{stack.stack_id} is in {stack.status} state and can not be updated."
+            )
+
         # TODO: proper status modeling
         before_parameters = stack.resolved_parameters
         # TODO: reconsider the way parameters are modelled in the update graph process.
@@ -1681,6 +1697,7 @@ def _run(*args):
                 stack.set_stack_status(StackStatus.DELETE_FAILED)
 
         start_worker_thread(_run)
+        return ExecuteChangeSetOutput()
 
     @handler("ListExports")
     def list_exports(
diff --git a/tests/aws/services/cloudformation/api/test_changesets.py b/tests/aws/services/cloudformation/api/test_changesets.py
index 1888fbd7b8eff..086efdfbf8bff 100644
--- a/tests/aws/services/cloudformation/api/test_changesets.py
+++ b/tests/aws/services/cloudformation/api/test_changesets.py
@@ -1487,3 +1487,40 @@ def test_update_change_set_with_aws_novalue_repro(aws_client, cleanups):
             {"ParameterKey": "FallbackBucketName", "ParameterValue": fallback_bucket},
         ],
     )
+
+
+@markers.aws.validated
+@skip_if_legacy_engine
+def test_changeset_for_deleted_stack(aws_client, deploy_cfn_template, snapshot):
+    parameter_resource_body = {
+        "Type": "AWS::SSM::Parameter",
+        "Properties": {"Type": "String", "Value": "Test"},
+    }
+    template = json.dumps(
+        {"Resources": {f"Parameter{i}": parameter_resource_body for i in range(5)}}
+    )
+
+    stack = deploy_cfn_template(template=template)
+    aws_client.cloudformation.delete_stack(StackName=stack.stack_id)
+
+    with pytest.raises(ClientError) as in_progress_ex:
+        aws_client.cloudformation.create_change_set(
+            StackName=stack.stack_id,
+            ChangeSetName="test",
+            TemplateBody=template,
+            ChangeSetType="UPDATE",
+        )
+
+    aws_client.cloudformation.get_waiter("stack_delete_complete").wait(StackName=stack.stack_id)
+
+    with pytest.raises(ClientError) as complete_ex:
+        aws_client.cloudformation.create_change_set(
+            StackName=stack.stack_id,
+            ChangeSetName="test",
+            TemplateBody=template,
+            ChangeSetType="UPDATE",
+        )
+
+    snapshot.add_transformer(snapshot.transform.regex(stack.stack_id, "<stack-id>"))
+    snapshot.match("ErrorForInProgress", in_progress_ex.value.response)
+    snapshot.match("ErrorForComplete", complete_ex.value.response)
diff --git a/tests/aws/services/cloudformation/api/test_changesets.snapshot.json b/tests/aws/services/cloudformation/api/test_changesets.snapshot.json
index 29bcbbac23a46..4affa37115e01 100644
--- a/tests/aws/services/cloudformation/api/test_changesets.snapshot.json
+++ b/tests/aws/services/cloudformation/api/test_changesets.snapshot.json
@@ -655,5 +655,59 @@
         }
       }
     }
+  },
+  "tests/aws/services/cloudformation/api/test_changesets.py::test_create_changeset_for_deleted_stack": {
+    "recorded-date": "10-10-2025, 18:02:05",
+    "recorded-content": {
+      "ErrorForCreate": {
+        "Error": {
+          "Code": "ValidationError",
+          "Message": "Stack [<stack-id>] already exists and cannot be created again with the changeSet [test].",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "ErrorForUpdate": {
+        "Error": {
+          "Code": "ValidationError",
+          "Message": "Stack:<stack-id> is in DELETE_COMPLETE state and can not be updated.",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/cloudformation/api/test_changesets.py::test_changeset_for_deleted_stack": {
+    "recorded-date": "10-10-2025, 18:49:37",
+    "recorded-content": {
+      "ErrorForInProgress": {
+        "Error": {
+          "Code": "ValidationError",
+          "Message": "Stack:<stack-id> is in DELETE_IN_PROGRESS state and can not be updated.",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "ErrorForComplete": {
+        "Error": {
+          "Code": "ValidationError",
+          "Message": "Stack:<stack-id> is in DELETE_COMPLETE state and can not be updated.",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/cloudformation/api/test_changesets.validation.json b/tests/aws/services/cloudformation/api/test_changesets.validation.json
index d6e9bd354872b..a20a8cb87d8d9 100644
--- a/tests/aws/services/cloudformation/api/test_changesets.validation.json
+++ b/tests/aws/services/cloudformation/api/test_changesets.validation.json
@@ -47,6 +47,15 @@
   "tests/aws/services/cloudformation/api/test_changesets.py::TestUpdates::test_simple_update_two_resources": {
     "last_validated_date": "2025-04-02T10:05:26+00:00"
   },
+  "tests/aws/services/cloudformation/api/test_changesets.py::test_changeset_for_deleted_stack": {
+    "last_validated_date": "2025-10-10T19:59:52+00:00",
+    "durations_in_seconds": {
+      "setup": 0.25,
+      "call": 15.15,
+      "teardown": 0.12,
+      "total": 15.52
+    }
+  },
   "tests/aws/services/cloudformation/api/test_changesets.py::test_create_and_then_update_refreshes_template_metadata": {
     "last_validated_date": "2025-08-20T22:17:01+00:00",
     "durations_in_seconds": {
@@ -77,6 +86,15 @@
   "tests/aws/services/cloudformation/api/test_changesets.py::test_create_change_set_update_without_parameters": {
     "last_validated_date": "2022-05-31T07:32:02+00:00"
   },
+  "tests/aws/services/cloudformation/api/test_changesets.py::test_create_changeset_for_deleted_stack": {
+    "last_validated_date": "2025-10-10T18:02:05+00:00",
+    "durations_in_seconds": {
+      "setup": 0.27,
+      "call": 16.63,
+      "teardown": 0.13,
+      "total": 17.03
+    }
+  },
   "tests/aws/services/cloudformation/api/test_changesets.py::test_create_changeset_with_stack_id": {
     "last_validated_date": "2023-11-28T06:48:23+00:00"
   },
diff --git a/tests/aws/services/cloudformation/api/test_update_stack.py b/tests/aws/services/cloudformation/api/test_update_stack.py
index 286e8dbff2586..a1b9a918cf427 100644
--- a/tests/aws/services/cloudformation/api/test_update_stack.py
+++ b/tests/aws/services/cloudformation/api/test_update_stack.py
@@ -5,6 +5,7 @@
 import botocore.errorfactory
 import botocore.exceptions
 import pytest
+from tests.aws.services.cloudformation.conftest import skip_if_legacy_engine
 
 from localstack.testing.pytest import markers
 from localstack.utils.files import load_file
@@ -459,3 +460,32 @@ def test_diff_after_update(deploy_cfn_template, aws_client, snapshot):
 
     describe_stack_response = aws_client.cloudformation.describe_stacks(StackName=stack.stack_name)
     assert describe_stack_response["Stacks"][0]["StackStatus"] == "UPDATE_COMPLETE"
+
+
+@markers.aws.validated
+@skip_if_legacy_engine
+def test_update_deleted_stack(aws_client, deploy_cfn_template, snapshot):
+    template = json.dumps(
+        {
+            "Resources": {
+                "Parameter": {
+                    "Type": "AWS::SSM::Parameter",
+                    "Properties": {"Type": "String", "Value": "Test"},
+                }
+            }
+        }
+    )
+
+    stack = deploy_cfn_template(template=template)
+    stack.destroy()
+
+    with pytest.raises(botocore.exceptions.ClientError) as ex:
+        aws_client.cloudformation.create_change_set(
+            StackName=stack.stack_id,
+            ChangeSetName="test",
+            TemplateBody=template,
+            ChangeSetType="UPDATE",
+        )
+
+    snapshot.add_transformer(snapshot.transform.regex(stack.stack_id, "<stack-id>"))
+    snapshot.match("Error", ex.value.response)
diff --git a/tests/aws/services/cloudformation/api/test_update_stack.snapshot.json b/tests/aws/services/cloudformation/api/test_update_stack.snapshot.json
index d8c3556c151d9..9462ff023e36f 100644
--- a/tests/aws/services/cloudformation/api/test_update_stack.snapshot.json
+++ b/tests/aws/services/cloudformation/api/test_update_stack.snapshot.json
@@ -186,5 +186,21 @@
         }
       }
     }
+  },
+  "tests/aws/services/cloudformation/api/test_update_stack.py::test_update_deleted_stack": {
+    "recorded-date": "10-10-2025, 21:42:05",
+    "recorded-content": {
+      "Error": {
+        "Error": {
+          "Code": "ValidationError",
+          "Message": "Stack:<stack-id> is in DELETE_COMPLETE state and can not be updated.",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/cloudformation/api/test_update_stack.validation.json b/tests/aws/services/cloudformation/api/test_update_stack.validation.json
index c52a3e2f276c0..831f96299a8d6 100644
--- a/tests/aws/services/cloudformation/api/test_update_stack.validation.json
+++ b/tests/aws/services/cloudformation/api/test_update_stack.validation.json
@@ -8,6 +8,15 @@
   "tests/aws/services/cloudformation/api/test_update_stack.py::test_no_template_error": {
     "last_validated_date": "2022-11-21T07:57:45+00:00"
   },
+  "tests/aws/services/cloudformation/api/test_update_stack.py::test_update_deleted_stack": {
+    "last_validated_date": "2025-10-10T21:42:05+00:00",
+    "durations_in_seconds": {
+      "setup": 0.25,
+      "call": 18.99,
+      "teardown": 0.12,
+      "total": 19.36
+    }
+  },
   "tests/aws/services/cloudformation/api/test_update_stack.py::test_update_with_invalid_rollback_configuration_errors": {
     "last_validated_date": "2022-11-21T14:36:32+00:00"
   },

From 2ca209f238c1ff0aa20d744e0ffeb1475931f8e2 Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Tue, 14 Oct 2025 09:38:26 +0200
Subject: [PATCH 296/697] DDB: regenerate snapshots for WarmThroughput (#13257)

---
 .../scenario/loan_broker/test_loan_broker.py  | 10 ++-
 .../test_loan_broker.snapshot.json            | 31 ++++++--
 .../test_loan_broker.validation.json          | 48 ++++++++++--
 .../scenario/note_taking/test_note_taking.py  |  3 -
 .../cloudformation/resources/test_dynamodb.py |  9 +--
 .../resources/test_dynamodb.snapshot.json     | 36 +++++++--
 .../resources/test_dynamodb.validation.json   | 32 +++++++-
 .../cloudformation/resources/test_lambda.py   |  1 -
 .../resources/test_lambda.snapshot.json       |  9 ++-
 .../resources/test_lambda.validation.json     |  8 +-
 .../dynamodbstreams/test_dynamodb_streams.py  |  1 -
 .../test_dynamodb_streams.snapshot.json       |  9 ++-
 .../test_dynamodb_streams.validation.json     |  8 +-
 ...test_lambda_integration_dynamodbstreams.py | 15 ----
 ..._integration_dynamodbstreams.snapshot.json | 27 +++++--
 ...ntegration_dynamodbstreams.validation.json | 24 +++++-
 tests/aws/services/lambda_/test_lambda_api.py | 74 +++++++++----------
 .../lambda_/test_lambda_api.snapshot.json     | 18 ++++-
 .../lambda_/test_lambda_api.validation.json   | 16 +++-
 19 files changed, 263 insertions(+), 116 deletions(-)

diff --git a/tests/aws/scenario/loan_broker/test_loan_broker.py b/tests/aws/scenario/loan_broker/test_loan_broker.py
index 4eb105c440398..f356437d06e8a 100644
--- a/tests/aws/scenario/loan_broker/test_loan_broker.py
+++ b/tests/aws/scenario/loan_broker/test_loan_broker.py
@@ -82,10 +82,8 @@ def infrastructure(self, aws_client, infrastructure_setup):
     @markers.aws.validated
     @markers.snapshot.skip_snapshot_verify(
         paths=[
-            "$..Table.DeletionProtectionEnabled",
             "$..Table.ProvisionedThroughput.LastDecreaseDateTime",
             "$..Table.ProvisionedThroughput.LastIncreaseDateTime",
-            "$..Table.Replicas",
         ]
     )
     def test_prefill_dynamodb_table(self, aws_client, infrastructure, snapshot):
@@ -166,7 +164,13 @@ def test_prefill_dynamodb_table(self, aws_client, infrastructure, snapshot):
     )
     @markers.aws.validated
     @markers.snapshot.skip_snapshot_verify(
-        paths=["$..traceHeader", "$..cause"]
+        paths=[
+            "$..traceHeader",
+            "$..cause",
+            "$..redriveCount",
+            "$..redriveStatus",
+            "$..redriveStatusReason",
+        ]
     )  # TODO add missing properties
     def test_stepfunctions_input_recipient_list(
         self, aws_client, infrastructure, step_function_input, expected_result, snapshot
diff --git a/tests/aws/scenario/loan_broker/test_loan_broker.snapshot.json b/tests/aws/scenario/loan_broker/test_loan_broker.snapshot.json
index ad5837f072b94..9f244762e2228 100644
--- a/tests/aws/scenario/loan_broker/test_loan_broker.snapshot.json
+++ b/tests/aws/scenario/loan_broker/test_loan_broker.snapshot.json
@@ -1,6 +1,6 @@
 {
   "tests/aws/scenario/loan_broker/test_loan_broker.py::TestLoanBrokerScenario::test_stepfunctions_input_recipient_list[step_function_input0-SUCCEEDED]": {
-    "recorded-date": "02-08-2023, 11:58:05",
+    "recorded-date": "13-10-2025, 18:55:01",
     "recorded-content": {
       "describe-execution-finished": {
         "executionArn": "<execution-arn:1>",
@@ -52,6 +52,9 @@
         "outputDetails": {
           "included": true
         },
+        "redriveCount": 0,
+        "redriveStatus": "NOT_REDRIVABLE",
+        "redriveStatusReason": "Execution is SUCCEEDED and cannot be redriven",
         "startDate": "datetime",
         "stateMachineArn": "<state-machine-arn:1>",
         "status": "SUCCEEDED",
@@ -65,7 +68,7 @@
     }
   },
   "tests/aws/scenario/loan_broker/test_loan_broker.py::TestLoanBrokerScenario::test_stepfunctions_input_recipient_list[step_function_input1-SUCCEEDED]": {
-    "recorded-date": "02-08-2023, 11:58:07",
+    "recorded-date": "13-10-2025, 18:55:03",
     "recorded-content": {
       "describe-execution-finished": {
         "executionArn": "<execution-arn:1>",
@@ -108,6 +111,9 @@
         "outputDetails": {
           "included": true
         },
+        "redriveCount": 0,
+        "redriveStatus": "NOT_REDRIVABLE",
+        "redriveStatusReason": "Execution is SUCCEEDED and cannot be redriven",
         "startDate": "datetime",
         "stateMachineArn": "<state-machine-arn:1>",
         "status": "SUCCEEDED",
@@ -121,7 +127,7 @@
     }
   },
   "tests/aws/scenario/loan_broker/test_loan_broker.py::TestLoanBrokerScenario::test_stepfunctions_input_recipient_list[step_function_input2-FAILED]": {
-    "recorded-date": "02-08-2023, 11:58:10",
+    "recorded-date": "13-10-2025, 18:55:04",
     "recorded-content": {
       "describe-execution-finished": {
         "cause": "An error occurred while executing the state 'Get Credit Score from credit bureau' (entered at the event id #2). The JSONPath '$.Payload.body.score' specified for the field 'Score.$' could not be found in the input '<json-input:1>'",
@@ -136,6 +142,8 @@
           "included": true
         },
         "name": "<name:1>",
+        "redriveCount": 0,
+        "redriveStatus": "REDRIVABLE",
         "startDate": "datetime",
         "stateMachineArn": "<state-machine-arn:1>",
         "status": "FAILED",
@@ -149,7 +157,7 @@
     }
   },
   "tests/aws/scenario/loan_broker/test_loan_broker.py::TestLoanBrokerScenario::test_stepfunctions_input_recipient_list[step_function_input3-FAILED]": {
-    "recorded-date": "02-08-2023, 11:58:10",
+    "recorded-date": "13-10-2025, 18:55:05",
     "recorded-content": {
       "describe-execution-finished": {
         "cause": "An error occurred while executing the state 'Get Credit Score from credit bureau' (entered at the event id #2). The JSONPath '$.SSN' specified for the field 'SSN.$' could not be found in the input '<json-input:1>'",
@@ -162,6 +170,8 @@
           "included": true
         },
         "name": "<name:1>",
+        "redriveCount": 0,
+        "redriveStatus": "REDRIVABLE",
         "startDate": "datetime",
         "stateMachineArn": "<state-machine-arn:1>",
         "status": "FAILED",
@@ -175,7 +185,7 @@
     }
   },
   "tests/aws/scenario/loan_broker/test_loan_broker.py::TestLoanBrokerScenario::test_stepfunctions_input_recipient_list[step_function_input4-FAILED]": {
-    "recorded-date": "02-08-2023, 11:58:13",
+    "recorded-date": "13-10-2025, 18:55:07",
     "recorded-content": {
       "describe-execution-finished": {
         "cause": "An error occurred while executing the state 'Get all bank quotes' (entered at the event id #12). The JSONPath '$.Amount' specified for the field 'Amount.$' could not be found in the input '<json-input:1>'",
@@ -188,6 +198,8 @@
           "included": true
         },
         "name": "<name:1>",
+        "redriveCount": 0,
+        "redriveStatus": "REDRIVABLE",
         "startDate": "datetime",
         "stateMachineArn": "<state-machine-arn:1>",
         "status": "FAILED",
@@ -201,7 +213,7 @@
     }
   },
   "tests/aws/scenario/loan_broker/test_loan_broker.py::TestLoanBrokerScenario::test_prefill_dynamodb_table": {
-    "recorded-date": "24-08-2023, 16:33:21",
+    "recorded-date": "13-10-2025, 18:54:57",
     "recorded-content": {
       "describe_table": {
         "Table": {
@@ -233,7 +245,12 @@
           "TableId": "<uuid:1>",
           "TableName": "LoanBrokerBanksTable",
           "TableSizeBytes": 0,
-          "TableStatus": "ACTIVE"
+          "TableStatus": "ACTIVE",
+          "WarmThroughput": {
+            "ReadUnitsPerSecond": 12000,
+            "Status": "ACTIVE",
+            "WriteUnitsPerSecond": 4000
+          }
         },
         "ResponseMetadata": {
           "HTTPHeaders": {},
diff --git a/tests/aws/scenario/loan_broker/test_loan_broker.validation.json b/tests/aws/scenario/loan_broker/test_loan_broker.validation.json
index 21a07e5f891df..3b0ba70982865 100644
--- a/tests/aws/scenario/loan_broker/test_loan_broker.validation.json
+++ b/tests/aws/scenario/loan_broker/test_loan_broker.validation.json
@@ -1,20 +1,56 @@
 {
   "tests/aws/scenario/loan_broker/test_loan_broker.py::TestLoanBrokerScenario::test_prefill_dynamodb_table": {
-    "last_validated_date": "2023-08-24T14:33:21+00:00"
+    "last_validated_date": "2025-10-13T18:54:57+00:00",
+    "durations_in_seconds": {
+      "setup": 64.27,
+      "call": 1.44,
+      "teardown": 0.0,
+      "total": 65.71
+    }
   },
   "tests/aws/scenario/loan_broker/test_loan_broker.py::TestLoanBrokerScenario::test_stepfunctions_input_recipient_list[step_function_input0-SUCCEEDED]": {
-    "last_validated_date": "2023-08-02T09:58:05+00:00"
+    "last_validated_date": "2025-10-13T18:55:01+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 3.37,
+      "teardown": 0.0,
+      "total": 3.37
+    }
   },
   "tests/aws/scenario/loan_broker/test_loan_broker.py::TestLoanBrokerScenario::test_stepfunctions_input_recipient_list[step_function_input1-SUCCEEDED]": {
-    "last_validated_date": "2023-08-02T09:58:07+00:00"
+    "last_validated_date": "2025-10-13T18:55:03+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 1.85,
+      "teardown": 0.0,
+      "total": 1.85
+    }
   },
   "tests/aws/scenario/loan_broker/test_loan_broker.py::TestLoanBrokerScenario::test_stepfunctions_input_recipient_list[step_function_input2-FAILED]": {
-    "last_validated_date": "2023-08-02T09:58:10+00:00"
+    "last_validated_date": "2025-10-13T18:55:04+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 1.74,
+      "teardown": 0.0,
+      "total": 1.74
+    }
   },
   "tests/aws/scenario/loan_broker/test_loan_broker.py::TestLoanBrokerScenario::test_stepfunctions_input_recipient_list[step_function_input3-FAILED]": {
-    "last_validated_date": "2023-08-02T09:58:10+00:00"
+    "last_validated_date": "2025-10-13T18:55:05+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.61,
+      "teardown": 0.0,
+      "total": 0.61
+    }
   },
   "tests/aws/scenario/loan_broker/test_loan_broker.py::TestLoanBrokerScenario::test_stepfunctions_input_recipient_list[step_function_input4-FAILED]": {
-    "last_validated_date": "2023-08-02T09:58:13+00:00"
+    "last_validated_date": "2025-10-13T18:56:43+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 1.85,
+      "teardown": 96.39,
+      "total": 98.24
+    }
   }
 }
diff --git a/tests/aws/scenario/note_taking/test_note_taking.py b/tests/aws/scenario/note_taking/test_note_taking.py
index 492e3c1aa0946..96a2778a619bc 100644
--- a/tests/aws/scenario/note_taking/test_note_taking.py
+++ b/tests/aws/scenario/note_taking/test_note_taking.py
@@ -162,11 +162,8 @@ def _create_lambdas():
         paths=[
             "$..Tags",
             "$..get_resources.items",  # TODO apigateway.get-resources
-            "$..Table.DeletionProtectionEnabled",
             "$..Table.ProvisionedThroughput.LastDecreaseDateTime",
             "$..Table.ProvisionedThroughput.LastIncreaseDateTime",
-            "$..Table.Replicas",
-            "$..Table.WarmThroughput",
         ]
     )
     def test_validate_infra_setup(self, aws_client, infrastructure, snapshot):
diff --git a/tests/aws/services/cloudformation/resources/test_dynamodb.py b/tests/aws/services/cloudformation/resources/test_dynamodb.py
index ffa1302bc14ca..3b82b836bfb69 100644
--- a/tests/aws/services/cloudformation/resources/test_dynamodb.py
+++ b/tests/aws/services/cloudformation/resources/test_dynamodb.py
@@ -4,6 +4,7 @@
 import pytest
 from aws_cdk import aws_dynamodb as dynamodb
 from aws_cdk.aws_dynamodb import BillingMode
+from botocore.exceptions import ClientError
 
 from localstack.testing.pytest import markers
 from localstack.utils.aws.arns import get_partition
@@ -67,8 +68,6 @@ def test_globalindex_read_write_provisioned_throughput_dynamodb_table(
     paths=[
         "$..Table.ProvisionedThroughput.LastDecreaseDateTime",
         "$..Table.ProvisionedThroughput.LastIncreaseDateTime",
-        "$..Table.Replicas",
-        "$..Table.DeletionProtectionEnabled",
     ]
 )
 def test_default_name_for_table(deploy_cfn_template, snapshot, aws_client):
@@ -92,8 +91,6 @@ def test_default_name_for_table(deploy_cfn_template, snapshot, aws_client):
     paths=[
         "$..Table.ProvisionedThroughput.LastDecreaseDateTime",
         "$..Table.ProvisionedThroughput.LastIncreaseDateTime",
-        "$..Table.Replicas",
-        "$..Table.DeletionProtectionEnabled",
     ]
 )
 @pytest.mark.parametrize("billing_mode", ["PROVISIONED", "PAY_PER_REQUEST"])
@@ -117,10 +114,8 @@ def test_billing_mode_as_conditional(deploy_cfn_template, snapshot, aws_client,
 @markers.aws.validated
 @markers.snapshot.skip_snapshot_verify(
     paths=[
-        "$..Table.DeletionProtectionEnabled",
         "$..Table.ProvisionedThroughput.LastDecreaseDateTime",
         "$..Table.ProvisionedThroughput.LastIncreaseDateTime",
-        "$..Table.Replicas",
     ]
 )
 def test_global_table(deploy_cfn_template, snapshot, aws_client):
@@ -136,7 +131,7 @@ def test_global_table(deploy_cfn_template, snapshot, aws_client):
 
     stack.destroy()
 
-    with pytest.raises(Exception) as ex:
+    with pytest.raises(ClientError) as ex:
         aws_client.dynamodb.describe_table(TableName=stack.outputs["TableName"])
 
     error_code = ex.value.response["Error"]["Code"]
diff --git a/tests/aws/services/cloudformation/resources/test_dynamodb.snapshot.json b/tests/aws/services/cloudformation/resources/test_dynamodb.snapshot.json
index 3f6efc6628fb0..bff7a5948b1b5 100644
--- a/tests/aws/services/cloudformation/resources/test_dynamodb.snapshot.json
+++ b/tests/aws/services/cloudformation/resources/test_dynamodb.snapshot.json
@@ -1,6 +1,6 @@
 {
   "tests/aws/services/cloudformation/resources/test_dynamodb.py::test_default_name_for_table": {
-    "recorded-date": "28-08-2023, 12:34:19",
+    "recorded-date": "13-10-2025, 18:57:55",
     "recorded-content": {
       "table_description": {
         "Table": {
@@ -28,7 +28,12 @@
           "TableId": "<uuid:1>",
           "TableName": "<table-name:1>",
           "TableSizeBytes": 0,
-          "TableStatus": "ACTIVE"
+          "TableStatus": "ACTIVE",
+          "WarmThroughput": {
+            "ReadUnitsPerSecond": 5,
+            "Status": "ACTIVE",
+            "WriteUnitsPerSecond": 5
+          }
         },
         "ResponseMetadata": {
           "HTTPHeaders": {},
@@ -54,7 +59,7 @@
     }
   },
   "tests/aws/services/cloudformation/resources/test_dynamodb.py::test_billing_mode_as_conditional[PROVISIONED]": {
-    "recorded-date": "28-08-2023, 12:34:41",
+    "recorded-date": "13-10-2025, 18:59:26",
     "recorded-content": {
       "table_description": {
         "Table": {
@@ -88,7 +93,12 @@
           "TableId": "<uuid:1>",
           "TableName": "<table-name:1>",
           "TableSizeBytes": 0,
-          "TableStatus": "ACTIVE"
+          "TableStatus": "ACTIVE",
+          "WarmThroughput": {
+            "ReadUnitsPerSecond": 5,
+            "Status": "ACTIVE",
+            "WriteUnitsPerSecond": 5
+          }
         },
         "ResponseMetadata": {
           "HTTPHeaders": {},
@@ -98,7 +108,7 @@
     }
   },
   "tests/aws/services/cloudformation/resources/test_dynamodb.py::test_billing_mode_as_conditional[PAY_PER_REQUEST]": {
-    "recorded-date": "28-08-2023, 12:35:02",
+    "recorded-date": "13-10-2025, 19:00:03",
     "recorded-content": {
       "table_description": {
         "Table": {
@@ -136,7 +146,12 @@
           "TableId": "<uuid:1>",
           "TableName": "<table-name:1>",
           "TableSizeBytes": 0,
-          "TableStatus": "ACTIVE"
+          "TableStatus": "ACTIVE",
+          "WarmThroughput": {
+            "ReadUnitsPerSecond": 12000,
+            "Status": "ACTIVE",
+            "WriteUnitsPerSecond": 4000
+          }
         },
         "ResponseMetadata": {
           "HTTPHeaders": {},
@@ -146,7 +161,7 @@
     }
   },
   "tests/aws/services/cloudformation/resources/test_dynamodb.py::test_global_table": {
-    "recorded-date": "01-12-2023, 12:54:13",
+    "recorded-date": "13-10-2025, 19:01:29",
     "recorded-content": {
       "table_description": {
         "Table": {
@@ -178,7 +193,12 @@
           "TableId": "<uuid:1>",
           "TableName": "<table-name:1>",
           "TableSizeBytes": 0,
-          "TableStatus": "ACTIVE"
+          "TableStatus": "ACTIVE",
+          "WarmThroughput": {
+            "ReadUnitsPerSecond": 12000,
+            "Status": "ACTIVE",
+            "WriteUnitsPerSecond": 4000
+          }
         },
         "ResponseMetadata": {
           "HTTPHeaders": {},
diff --git a/tests/aws/services/cloudformation/resources/test_dynamodb.validation.json b/tests/aws/services/cloudformation/resources/test_dynamodb.validation.json
index fc40777d4d842..c2e3b5520fc7c 100644
--- a/tests/aws/services/cloudformation/resources/test_dynamodb.validation.json
+++ b/tests/aws/services/cloudformation/resources/test_dynamodb.validation.json
@@ -1,15 +1,39 @@
 {
   "tests/aws/services/cloudformation/resources/test_dynamodb.py::test_billing_mode_as_conditional[PAY_PER_REQUEST]": {
-    "last_validated_date": "2023-08-28T10:35:02+00:00"
+    "last_validated_date": "2025-10-13T19:00:19+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 21.82,
+      "teardown": 15.38,
+      "total": 37.2
+    }
   },
   "tests/aws/services/cloudformation/resources/test_dynamodb.py::test_billing_mode_as_conditional[PROVISIONED]": {
-    "last_validated_date": "2023-08-28T10:34:41+00:00"
+    "last_validated_date": "2025-10-13T18:59:41+00:00",
+    "durations_in_seconds": {
+      "setup": 0.47,
+      "call": 22.58,
+      "teardown": 15.38,
+      "total": 38.43
+    }
   },
   "tests/aws/services/cloudformation/resources/test_dynamodb.py::test_default_name_for_table": {
-    "last_validated_date": "2023-08-28T10:34:19+00:00"
+    "last_validated_date": "2025-10-13T18:58:11+00:00",
+    "durations_in_seconds": {
+      "setup": 0.48,
+      "call": 22.98,
+      "teardown": 15.44,
+      "total": 38.9
+    }
   },
   "tests/aws/services/cloudformation/resources/test_dynamodb.py::test_global_table": {
-    "last_validated_date": "2023-12-01T11:54:13+00:00"
+    "last_validated_date": "2025-10-13T19:01:29+00:00",
+    "durations_in_seconds": {
+      "setup": 0.47,
+      "call": 38.13,
+      "teardown": 0.24,
+      "total": 38.84
+    }
   },
   "tests/aws/services/cloudformation/resources/test_dynamodb.py::test_global_table_with_ttl_and_sse": {
     "last_validated_date": "2024-03-12T15:44:36+00:00"
diff --git a/tests/aws/services/cloudformation/resources/test_lambda.py b/tests/aws/services/cloudformation/resources/test_lambda.py
index 3367ad065f467..ed2be291550ca 100644
--- a/tests/aws/services/cloudformation/resources/test_lambda.py
+++ b/tests/aws/services/cloudformation/resources/test_lambda.py
@@ -981,7 +981,6 @@ def _send_events():
             # dynamodb describe_table
             "$..Table.ProvisionedThroughput.LastDecreaseDateTime",
             "$..Table.ProvisionedThroughput.LastIncreaseDateTime",
-            "$..Table.Replicas",
             # stream result
             "$..StreamDescription.CreationRequestDateTime",
         ]
diff --git a/tests/aws/services/cloudformation/resources/test_lambda.snapshot.json b/tests/aws/services/cloudformation/resources/test_lambda.snapshot.json
index c997af736bf37..b104b74f4924d 100644
--- a/tests/aws/services/cloudformation/resources/test_lambda.snapshot.json
+++ b/tests/aws/services/cloudformation/resources/test_lambda.snapshot.json
@@ -860,7 +860,7 @@
     }
   },
   "tests/aws/services/cloudformation/resources/test_lambda.py::TestCfnLambdaIntegrations::test_cfn_lambda_dynamodb_source": {
-    "recorded-date": "12-10-2024, 10:46:17",
+    "recorded-date": "13-10-2025, 21:45:29",
     "recorded-content": {
       "stack_resources": {
         "StackResources": [
@@ -1069,7 +1069,12 @@
           "TableId": "<uuid:2>",
           "TableName": "<resource:7>",
           "TableSizeBytes": 0,
-          "TableStatus": "ACTIVE"
+          "TableStatus": "ACTIVE",
+          "WarmThroughput": {
+            "ReadUnitsPerSecond": 5,
+            "Status": "ACTIVE",
+            "WriteUnitsPerSecond": 5
+          }
         },
         "ResponseMetadata": {
           "HTTPHeaders": {},
diff --git a/tests/aws/services/cloudformation/resources/test_lambda.validation.json b/tests/aws/services/cloudformation/resources/test_lambda.validation.json
index c38f2474516d6..2bab5abcf3c0e 100644
--- a/tests/aws/services/cloudformation/resources/test_lambda.validation.json
+++ b/tests/aws/services/cloudformation/resources/test_lambda.validation.json
@@ -3,7 +3,13 @@
     "last_validated_date": "2024-12-10T16:48:04+00:00"
   },
   "tests/aws/services/cloudformation/resources/test_lambda.py::TestCfnLambdaIntegrations::test_cfn_lambda_dynamodb_source": {
-    "last_validated_date": "2024-10-12T10:46:17+00:00"
+    "last_validated_date": "2025-10-13T21:45:29+00:00",
+    "durations_in_seconds": {
+      "setup": 0.5,
+      "call": 142.89,
+      "teardown": 0.24,
+      "total": 143.63
+    }
   },
   "tests/aws/services/cloudformation/resources/test_lambda.py::TestCfnLambdaIntegrations::test_cfn_lambda_kinesis_source": {
     "last_validated_date": "2024-10-12T10:52:28+00:00"
diff --git a/tests/aws/services/dynamodbstreams/test_dynamodb_streams.py b/tests/aws/services/dynamodbstreams/test_dynamodb_streams.py
index cb1eb03fe0154..65d132c406d6c 100644
--- a/tests/aws/services/dynamodbstreams/test_dynamodb_streams.py
+++ b/tests/aws/services/dynamodbstreams/test_dynamodb_streams.py
@@ -24,7 +24,6 @@ class TestDynamoDBStreams:
         paths=[
             "$..Table.ProvisionedThroughput.LastDecreaseDateTime",
             "$..Table.ProvisionedThroughput.LastIncreaseDateTime",
-            "$..Table.Replicas",
         ]
     )
     def test_table_v2_stream(self, aws_client, infrastructure_setup, snapshot):
diff --git a/tests/aws/services/dynamodbstreams/test_dynamodb_streams.snapshot.json b/tests/aws/services/dynamodbstreams/test_dynamodb_streams.snapshot.json
index 129c09529015e..3d1602474b5d0 100644
--- a/tests/aws/services/dynamodbstreams/test_dynamodb_streams.snapshot.json
+++ b/tests/aws/services/dynamodbstreams/test_dynamodb_streams.snapshot.json
@@ -35,7 +35,7 @@
     }
   },
   "tests/aws/services/dynamodbstreams/test_dynamodb_streams.py::TestDynamoDBStreams::test_table_v2_stream": {
-    "recorded-date": "12-06-2024, 21:57:48",
+    "recorded-date": "13-10-2025, 19:03:15",
     "recorded-content": {
       "global-table-v2": {
         "Table": {
@@ -73,7 +73,12 @@
           "TableId": "<uuid:1>",
           "TableName": "<table-name:1>",
           "TableSizeBytes": 0,
-          "TableStatus": "<table-status:1>"
+          "TableStatus": "<table-status:1>",
+          "WarmThroughput": {
+            "ReadUnitsPerSecond": 12000,
+            "Status": "<table-status:1>",
+            "WriteUnitsPerSecond": 4000
+          }
         },
         "ResponseMetadata": {
           "HTTPHeaders": {},
diff --git a/tests/aws/services/dynamodbstreams/test_dynamodb_streams.validation.json b/tests/aws/services/dynamodbstreams/test_dynamodb_streams.validation.json
index da11f399f14e0..22c9c9d7fa3c0 100644
--- a/tests/aws/services/dynamodbstreams/test_dynamodb_streams.validation.json
+++ b/tests/aws/services/dynamodbstreams/test_dynamodb_streams.validation.json
@@ -6,6 +6,12 @@
     "last_validated_date": "2024-11-20T11:02:24+00:00"
   },
   "tests/aws/services/dynamodbstreams/test_dynamodb_streams.py::TestDynamoDBStreams::test_table_v2_stream": {
-    "last_validated_date": "2024-06-12T21:57:48+00:00"
+    "last_validated_date": "2025-10-13T19:03:15+00:00",
+    "durations_in_seconds": {
+      "setup": 0.47,
+      "call": 52.37,
+      "teardown": 0.01,
+      "total": 52.85
+    }
   }
 }
diff --git a/tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_dynamodbstreams.py b/tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_dynamodbstreams.py
index e09b430e37002..06bf661b40962 100644
--- a/tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_dynamodbstreams.py
+++ b/tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_dynamodbstreams.py
@@ -371,12 +371,6 @@ def test_deletion_event_source_mapping_with_dynamodb(
         list_esm = aws_client.lambda_.list_event_source_mappings(EventSourceArn=latest_stream_arn)
         snapshot.match("list_event_source_mapping_result", list_esm)
 
-    # TODO re-record snapshot, now TableId is returned but new WarmThroughput property is not
-    @markers.snapshot.skip_snapshot_verify(
-        paths=[
-            "$..TableDescription.TableId",
-        ],
-    )
     @markers.aws.validated
     def test_dynamodb_event_source_mapping_with_sns_on_failure_destination_config(
         self,
@@ -486,12 +480,6 @@ def verify_failure_received():
 
         snapshot.match("failure_sns_message", failure_sns_message)
 
-    # TODO re-record snapshot, now TableId is returned but new WarmThroughput property is not
-    @markers.snapshot.skip_snapshot_verify(
-        paths=[
-            "$..TableDescription.TableId",
-        ],
-    )
     @markers.aws.validated
     def test_dynamodb_event_source_mapping_with_on_failure_destination_config(
         self,
@@ -572,10 +560,8 @@ def verify_failure_received():
         messages = retry(verify_failure_received, retries=15, sleep=sleep, sleep_before=5)
         snapshot.match("destination_queue_messages", messages)
 
-    # FIXME UpdateTable is not returning a WarmThroughput property
     @markers.snapshot.skip_snapshot_verify(
         paths=[
-            "$..TableDescription.WarmThroughput",
             "$..requestContext.requestId",  # TODO there is an extra uuid in the snapshot when run in CI on itest-ddb-v2-provider step, need to look why
         ],
     )
@@ -948,7 +934,6 @@ def test_dynamodb_invalid_event_filter(
 
     @markers.snapshot.skip_snapshot_verify(
         paths=[
-            "$..TableDescription.TableId",
             "$..Records",  # TODO Figure out why there is an extra log record
         ],
     )
diff --git a/tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_dynamodbstreams.snapshot.json b/tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_dynamodbstreams.snapshot.json
index 709bfc346d2f0..c4a562d0f235d 100644
--- a/tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_dynamodbstreams.snapshot.json
+++ b/tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_dynamodbstreams.snapshot.json
@@ -302,7 +302,7 @@
     }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_dynamodbstreams.py::TestDynamoDBEventSourceMapping::test_dynamodb_event_source_mapping_with_on_failure_destination_config": {
-    "recorded-date": "12-10-2024, 11:01:18",
+    "recorded-date": "13-10-2025, 19:19:23",
     "recorded-content": {
       "create_table_response": {
         "TableDescription": {
@@ -376,7 +376,12 @@
           "TableId": "<uuid:1>",
           "TableName": "<resource:1>",
           "TableSizeBytes": 0,
-          "TableStatus": "UPDATING"
+          "TableStatus": "UPDATING",
+          "WarmThroughput": {
+            "ReadUnitsPerSecond": 12000,
+            "Status": "ACTIVE",
+            "WriteUnitsPerSecond": 4000
+          }
         },
         "ResponseMetadata": {
           "HTTPHeaders": {},
@@ -1977,7 +1982,7 @@
     }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_dynamodbstreams.py::TestDynamoDBEventSourceMapping::test_dynamodb_event_source_mapping_with_sns_on_failure_destination_config": {
-    "recorded-date": "12-10-2024, 10:59:12",
+    "recorded-date": "13-10-2025, 19:15:20",
     "recorded-content": {
       "create_table_response": {
         "TableDescription": {
@@ -2051,7 +2056,12 @@
           "TableId": "<uuid:1>",
           "TableName": "<resource:1>",
           "TableSizeBytes": 0,
-          "TableStatus": "UPDATING"
+          "TableStatus": "UPDATING",
+          "WarmThroughput": {
+            "ReadUnitsPerSecond": 12000,
+            "Status": "ACTIVE",
+            "WriteUnitsPerSecond": 4000
+          }
         },
         "ResponseMetadata": {
           "HTTPHeaders": {},
@@ -2123,7 +2133,7 @@
     }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_dynamodbstreams.py::TestDynamoDBEventSourceMapping::test_dynamodb_report_batch_item_failures": {
-    "recorded-date": "12-10-2024, 11:25:25",
+    "recorded-date": "13-10-2025, 19:22:57",
     "recorded-content": {
       "create_table_response": {
         "TableDescription": {
@@ -2197,7 +2207,12 @@
           "TableId": "<uuid:1>",
           "TableName": "<resource:1>",
           "TableSizeBytes": 0,
-          "TableStatus": "UPDATING"
+          "TableStatus": "UPDATING",
+          "WarmThroughput": {
+            "ReadUnitsPerSecond": 12000,
+            "Status": "ACTIVE",
+            "WriteUnitsPerSecond": 4000
+          }
         },
         "ResponseMetadata": {
           "HTTPHeaders": {},
diff --git a/tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_dynamodbstreams.validation.json b/tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_dynamodbstreams.validation.json
index 0bfbdbc8c52c6..15f342471e86e 100644
--- a/tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_dynamodbstreams.validation.json
+++ b/tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_dynamodbstreams.validation.json
@@ -39,13 +39,25 @@
     "last_validated_date": "2025-02-22T03:03:01+00:00"
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_dynamodbstreams.py::TestDynamoDBEventSourceMapping::test_dynamodb_event_source_mapping_with_on_failure_destination_config": {
-    "last_validated_date": "2024-10-12T11:01:14+00:00"
+    "last_validated_date": "2025-10-13T19:19:23+00:00",
+    "durations_in_seconds": {
+      "setup": 11.61,
+      "call": 169.22,
+      "teardown": 3.13,
+      "total": 183.96
+    }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_dynamodbstreams.py::TestDynamoDBEventSourceMapping::test_dynamodb_event_source_mapping_with_s3_on_failure_destination": {
     "last_validated_date": "2025-01-03T16:42:22+00:00"
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_dynamodbstreams.py::TestDynamoDBEventSourceMapping::test_dynamodb_event_source_mapping_with_sns_on_failure_destination_config": {
-    "last_validated_date": "2024-10-12T10:59:07+00:00"
+    "last_validated_date": "2025-10-13T19:15:21+00:00",
+    "durations_in_seconds": {
+      "setup": 11.5,
+      "call": 154.95,
+      "teardown": 3.93,
+      "total": 170.38
+    }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_dynamodbstreams.py::TestDynamoDBEventSourceMapping::test_dynamodb_invalid_event_filter[[{\"eventName\": [\"INSERT\"=123}]]": {
     "last_validated_date": "2024-10-12T11:21:39+00:00"
@@ -72,7 +84,13 @@
     "last_validated_date": "2024-10-12T11:39:10+00:00"
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_dynamodbstreams.py::TestDynamoDBEventSourceMapping::test_dynamodb_report_batch_item_failures": {
-    "last_validated_date": "2024-10-12T11:25:21+00:00"
+    "last_validated_date": "2025-10-13T19:22:57+00:00",
+    "durations_in_seconds": {
+      "setup": 11.44,
+      "call": 193.1,
+      "teardown": 2.62,
+      "total": 207.16
+    }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_dynamodbstreams.py::TestDynamoDBEventSourceMapping::test_dynamodb_report_batch_item_success_scenarios[empty_batch_item_failure_success]": {
     "last_validated_date": "2024-10-12T11:44:04+00:00"
diff --git a/tests/aws/services/lambda_/test_lambda_api.py b/tests/aws/services/lambda_/test_lambda_api.py
index 9b1ce6970f5ed..048df6a2d0db8 100644
--- a/tests/aws/services/lambda_/test_lambda_api.py
+++ b/tests/aws/services/lambda_/test_lambda_api.py
@@ -5532,16 +5532,13 @@ def test_event_source_mapping_exceptions(self, snapshot, aws_client):
     @markers.snapshot.skip_snapshot_verify(
         paths=[
             # all dynamodb service issues not related to lambda
-            "$..TableDescription.DeletionProtectionEnabled",
             "$..TableDescription.ProvisionedThroughput.LastDecreaseDateTime",
             "$..TableDescription.ProvisionedThroughput.LastIncreaseDateTime",
             "$..TableDescription.TableStatus",
-            "$..TableDescription.TableId",
-            "$..UUID",
         ]
     )
     @markers.aws.validated
-    def test_event_source_mapping_lifecycle(
+    def test_event_source_mapping_lifecycle_delete_function(
         self,
         create_lambda_function,
         snapshot,
@@ -5584,48 +5581,43 @@ def test_event_source_mapping_lifecycle(
             MaximumBatchingWindowInSeconds=1,
             MaximumRetryAttempts=1,
         )
+
         uuid = create_response["UUID"]
         cleanups.append(lambda: aws_client.lambda_.delete_event_source_mapping(UUID=uuid))
         snapshot.match("create_response", create_response)
 
         # the stream might not be active immediately(!)
-        def check_esm_active():
-            return aws_client.lambda_.get_event_source_mapping(UUID=uuid)["State"] != "Creating"
-
-        assert wait_until(check_esm_active)
+        _await_event_source_mapping_enabled(aws_client.lambda_, uuid)
 
         get_response = aws_client.lambda_.get_event_source_mapping(UUID=uuid)
         snapshot.match("get_response", get_response)
+
+        delete_function_response = aws_client.lambda_.delete_function(FunctionName=function_name)
+        snapshot.match("delete_function_response", delete_function_response)
+
+        def _assert_function_deleted():
+            with pytest.raises(aws_client.lambda_.exceptions.ResourceNotFoundException):
+                aws_client.lambda_.get_function(FunctionName=function_name)
+            return True
+
+        wait_until(_assert_function_deleted)
+
+        get_response_post_delete = aws_client.lambda_.get_event_source_mapping(UUID=uuid)
+        snapshot.match("get_response_post_delete", get_response_post_delete)
         #
         delete_response = aws_client.lambda_.delete_event_source_mapping(UUID=uuid)
         snapshot.match("delete_response", delete_response)
 
-        # TODO: continue here after initial CRUD PR
-        # check what happens when we delete the function
-        # check behavior in relation to version/alias
-        # wait until the stream is actually active
-        #
-        # lambda_client.update_event_source_mapping()
-        #
-        # lambda_client.list_event_source_mappings(FunctionName=function_name)
-        # lambda_client.list_event_source_mappings(FunctionName=function_name, EventSourceArn=queue_arn)
-        # lambda_client.list_event_source_mappings(EventSourceArn=queue_arn)
-        #
-        # lambda_client.delete_event_source_mapping(UUID=uuid)
-
     @markers.snapshot.skip_snapshot_verify(
         paths=[
             # all dynamodb service issues not related to lambda
-            "$..TableDescription.DeletionProtectionEnabled",
             "$..TableDescription.ProvisionedThroughput.LastDecreaseDateTime",
             "$..TableDescription.ProvisionedThroughput.LastIncreaseDateTime",
             "$..TableDescription.TableStatus",
-            "$..TableDescription.TableId",
-            "$..UUID",
         ]
     )
     @markers.aws.validated
-    def test_event_source_mapping_lifecycle_delete_function(
+    def test_event_source_mapping_lifecycle(
         self,
         create_lambda_function,
         snapshot,
@@ -5668,33 +5660,35 @@ def test_event_source_mapping_lifecycle_delete_function(
             MaximumBatchingWindowInSeconds=1,
             MaximumRetryAttempts=1,
         )
-
         uuid = create_response["UUID"]
         cleanups.append(lambda: aws_client.lambda_.delete_event_source_mapping(UUID=uuid))
         snapshot.match("create_response", create_response)
 
         # the stream might not be active immediately(!)
-        _await_event_source_mapping_enabled(aws_client.lambda_, uuid)
+        def check_esm_active():
+            return aws_client.lambda_.get_event_source_mapping(UUID=uuid)["State"] != "Creating"
+
+        assert wait_until(check_esm_active)
 
         get_response = aws_client.lambda_.get_event_source_mapping(UUID=uuid)
         snapshot.match("get_response", get_response)
-
-        delete_function_response = aws_client.lambda_.delete_function(FunctionName=function_name)
-        snapshot.match("delete_function_response", delete_function_response)
-
-        def _assert_function_deleted():
-            with pytest.raises(aws_client.lambda_.exceptions.ResourceNotFoundException):
-                aws_client.lambda_.get_function(FunctionName=function_name)
-            return True
-
-        wait_until(_assert_function_deleted)
-
-        get_response_post_delete = aws_client.lambda_.get_event_source_mapping(UUID=uuid)
-        snapshot.match("get_response_post_delete", get_response_post_delete)
         #
         delete_response = aws_client.lambda_.delete_event_source_mapping(UUID=uuid)
         snapshot.match("delete_response", delete_response)
 
+        # TODO: continue here after initial CRUD PR
+        # check what happens when we delete the function
+        # check behavior in relation to version/alias
+        # wait until the stream is actually active
+        #
+        # lambda_client.update_event_source_mapping()
+        #
+        # lambda_client.list_event_source_mappings(FunctionName=function_name)
+        # lambda_client.list_event_source_mappings(FunctionName=function_name, EventSourceArn=queue_arn)
+        # lambda_client.list_event_source_mappings(EventSourceArn=queue_arn)
+        #
+        # lambda_client.delete_event_source_mapping(UUID=uuid)
+
     @markers.aws.validated
     def test_function_name_variations(
         self,
diff --git a/tests/aws/services/lambda_/test_lambda_api.snapshot.json b/tests/aws/services/lambda_/test_lambda_api.snapshot.json
index 38f613018c362..65377c4594f76 100644
--- a/tests/aws/services/lambda_/test_lambda_api.snapshot.json
+++ b/tests/aws/services/lambda_/test_lambda_api.snapshot.json
@@ -5868,7 +5868,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaEventSourceMappings::test_event_source_mapping_lifecycle": {
-    "recorded-date": "14-10-2024, 12:36:57",
+    "recorded-date": "13-10-2025, 19:06:25",
     "recorded-content": {
       "update_table_response": {
         "TableDescription": {
@@ -5906,7 +5906,12 @@
           "TableId": "<uuid:1>",
           "TableName": "<resource:2>",
           "TableSizeBytes": 0,
-          "TableStatus": "UPDATING"
+          "TableStatus": "UPDATING",
+          "WarmThroughput": {
+            "ReadUnitsPerSecond": 12000,
+            "Status": "ACTIVE",
+            "WriteUnitsPerSecond": 4000
+          }
         },
         "ResponseMetadata": {
           "HTTPHeaders": {},
@@ -17537,7 +17542,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaEventSourceMappings::test_event_source_mapping_lifecycle_delete_function": {
-    "recorded-date": "12-10-2024, 10:00:01",
+    "recorded-date": "13-10-2025, 19:09:29",
     "recorded-content": {
       "update_table_response": {
         "TableDescription": {
@@ -17575,7 +17580,12 @@
           "TableId": "<uuid:1>",
           "TableName": "<resource:2>",
           "TableSizeBytes": 0,
-          "TableStatus": "UPDATING"
+          "TableStatus": "UPDATING",
+          "WarmThroughput": {
+            "ReadUnitsPerSecond": 12000,
+            "Status": "ACTIVE",
+            "WriteUnitsPerSecond": 4000
+          }
         },
         "ResponseMetadata": {
           "HTTPHeaders": {},
diff --git a/tests/aws/services/lambda_/test_lambda_api.validation.json b/tests/aws/services/lambda_/test_lambda_api.validation.json
index 3613c25e301fe..c65dba44516f7 100644
--- a/tests/aws/services/lambda_/test_lambda_api.validation.json
+++ b/tests/aws/services/lambda_/test_lambda_api.validation.json
@@ -51,10 +51,22 @@
     "last_validated_date": "2024-12-05T10:52:30+00:00"
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaEventSourceMappings::test_event_source_mapping_lifecycle": {
-    "last_validated_date": "2024-10-14T12:36:54+00:00"
+    "last_validated_date": "2025-10-13T19:06:25+00:00",
+    "durations_in_seconds": {
+      "setup": 11.48,
+      "call": 18.08,
+      "teardown": 2.09,
+      "total": 31.65
+    }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaEventSourceMappings::test_event_source_mapping_lifecycle_delete_function": {
-    "last_validated_date": "2024-10-12T09:59:58+00:00"
+    "last_validated_date": "2025-10-13T19:09:30+00:00",
+    "durations_in_seconds": {
+      "setup": 11.41,
+      "call": 19.44,
+      "teardown": 1.92,
+      "total": 32.77
+    }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaEventSourceMappings::test_function_name_variations": {
     "last_validated_date": "2024-10-14T12:46:32+00:00"

From 6eef171e9d234b882b85daabedfb930a82e0057a Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Tue, 14 Oct 2025 12:23:42 +0200
Subject: [PATCH 297/697] fix ASF update linting removing unused import across
 the codebase (#13263)

---
 .github/workflows/asf-updates.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/asf-updates.yml b/.github/workflows/asf-updates.yml
index 161b83d8ed413..9d8a853b76938 100644
--- a/.github/workflows/asf-updates.yml
+++ b/.github/workflows/asf-updates.yml
@@ -51,7 +51,7 @@ jobs:
         run: |
           source .venv/bin/activate
           # explicitly perform an unsafe fix to remove unused imports in the generated ASF APIs
-          ruff check --select F401 --unsafe-fixes --fix . --config "lint.preview = true"
+          ruff check --select F401 --unsafe-fixes --fix localstack-core/localstack/aws/api/ --config "lint.preview = true"
           make format-modified
 
       - name: Check for changes

From d1129bba65126543cbd4d031390ba42e949777a8 Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Tue, 14 Oct 2025 12:56:06 +0200
Subject: [PATCH 298/697] Upgrade pinned Python dependencies (#13261)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
Co-authored-by: Daniel Fangl <daniel.fangl@localstack.cloud>
Co-authored-by: Benjamin Simon <benjh.simon@gmail.com>
---
 .pre-commit-config.yaml       |  2 +-
 pyproject.toml                |  4 ++-
 requirements-base-runtime.txt |  8 +++---
 requirements-basic.txt        |  8 +++---
 requirements-dev.txt          | 34 +++++++++++-----------
 requirements-runtime.txt      | 20 ++++++-------
 requirements-test.txt         | 26 ++++++++---------
 requirements-typehint.txt     | 54 +++++++++++++++++------------------
 8 files changed, 79 insertions(+), 77 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index f7742d55444cd..3c4504dcdce85 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -3,7 +3,7 @@
 repos:
   - repo: https://github.com/astral-sh/ruff-pre-commit
     # Ruff version.
-    rev: v0.13.3
+    rev: v0.14.0
     hooks:
       - id: ruff
         args: [--fix, --exit-non-zero-on-fix]
diff --git a/pyproject.toml b/pyproject.toml
index ec549e28ce292..9f18076e9b2c7 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -93,7 +93,9 @@ runtime = [
     "json5>=0.9.11",
     "jsonpath-ng>=1.6.1",
     "jsonpath-rw>=1.4.0",
-    "moto-ext[all]>=5.1.12.post22",
+    # TODO revert pin once moto upgrade is completed
+    # "moto-ext[all]>=5.1.12.post22",
+    "moto-ext[all]==5.1.14.post7",
     "opensearch-py>=2.4.1",
     "pymongo>=4.2.0",
     "pyopenssl>=23.0.0",
diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index 931a6a657dd5e..624116f38d5dc 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -20,7 +20,7 @@ botocore==1.40.45
     #   s3transfer
 build==1.3.0
     # via localstack-core (pyproject.toml)
-cachetools==6.2.0
+cachetools==6.2.1
     # via localstack-core (pyproject.toml)
 cbor2==5.7.0
     # via localstack-core (pyproject.toml)
@@ -28,7 +28,7 @@ certifi==2025.10.5
     # via requests
 cffi==2.0.0
     # via cryptography
-charset-normalizer==3.4.3
+charset-normalizer==3.4.4
     # via requests
 click==8.3.0
     # via localstack-core (pyproject.toml)
@@ -62,7 +62,7 @@ hyperframe==6.1.0
     # via h2
 hyperlink==21.0.0
     # via localstack-twisted
-idna==3.10
+idna==3.11
     # via
     #   hyperlink
     #   localstack-twisted
@@ -162,7 +162,7 @@ requests-aws4auth==1.3.1
     # via localstack-core (pyproject.toml)
 rfc3339-validator==0.1.4
     # via openapi-schema-validator
-rich==14.1.0
+rich==14.2.0
     # via localstack-core (pyproject.toml)
 rolo==0.7.6
     # via localstack-core (pyproject.toml)
diff --git a/requirements-basic.txt b/requirements-basic.txt
index 87b297315ab05..c95358f011166 100644
--- a/requirements-basic.txt
+++ b/requirements-basic.txt
@@ -6,13 +6,13 @@
 #
 build==1.3.0
     # via localstack-core (pyproject.toml)
-cachetools==6.2.0
+cachetools==6.2.1
     # via localstack-core (pyproject.toml)
 certifi==2025.10.5
     # via requests
 cffi==2.0.0
     # via cryptography
-charset-normalizer==3.4.3
+charset-normalizer==3.4.4
     # via requests
 click==8.3.0
     # via localstack-core (pyproject.toml)
@@ -24,7 +24,7 @@ dnslib==0.9.26
     # via localstack-core (pyproject.toml)
 dnspython==2.8.0
     # via localstack-core (pyproject.toml)
-idna==3.10
+idna==3.11
     # via requests
 markdown-it-py==4.0.0
     # via rich
@@ -48,7 +48,7 @@ pyyaml==6.0.3
     # via localstack-core (pyproject.toml)
 requests==2.32.5
     # via localstack-core (pyproject.toml)
-rich==14.1.0
+rich==14.2.0
     # via localstack-core (pyproject.toml)
 semver==3.0.4
     # via localstack-core (pyproject.toml)
diff --git a/requirements-dev.txt b/requirements-dev.txt
index 056a968b92117..3d2bd8ee0267a 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -29,11 +29,11 @@ aws-cdk-asset-awscli-v1==2.2.242
     # via aws-cdk-lib
 aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
-aws-cdk-cloud-assembly-schema==48.12.0
+aws-cdk-cloud-assembly-schema==48.14.0
     # via aws-cdk-lib
 aws-cdk-lib==2.219.0
     # via localstack-core
-aws-sam-translator==1.100.0
+aws-sam-translator==1.101.0
     # via
     #   cfn-lint
     #   localstack-core
@@ -61,7 +61,7 @@ build==1.3.0
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
-cachetools==6.2.0
+cachetools==6.2.1
     # via
     #   airspeed-ext
     #   localstack-core
@@ -80,9 +80,9 @@ cffi==2.0.0
     # via cryptography
 cfgv==3.4.0
     # via pre-commit
-cfn-lint==1.40.0
+cfn-lint==1.40.1
     # via moto-ext
-charset-normalizer==3.4.3
+charset-normalizer==3.4.4
     # via requests
 click==8.3.0
     # via
@@ -142,7 +142,7 @@ docutils==0.19
     # via awscli
 events==0.5
     # via opensearch-py
-filelock==3.19.1
+filelock==3.20.0
     # via virtualenv
 graphql-core==3.2.6
     # via moto-ext
@@ -170,7 +170,7 @@ hyperlink==21.0.0
     # via localstack-twisted
 identify==2.6.15
     # via pre-commit
-idna==3.10
+idna==3.11
     # via
     #   anyio
     #   httpx
@@ -191,7 +191,7 @@ jmespath==1.0.1
     # via
     #   boto3
     #   botocore
-joserfc==1.3.4
+joserfc==1.4.0
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core
@@ -296,7 +296,7 @@ pathable==0.4.4
     # via jsonschema-path
 pathspec==0.12.1
     # via mypy
-platformdirs==4.4.0
+platformdirs==4.5.0
     # via virtualenv
 pluggy==1.6.0
     # via
@@ -337,15 +337,15 @@ pyasn1==0.6.1
     # via rsa
 pycparser==2.23
     # via cffi
-pydantic==2.11.10
+pydantic==2.12.1
     # via aws-sam-translator
-pydantic-core==2.33.2
+pydantic-core==2.41.3
     # via pydantic
 pygments==2.19.2
     # via
     #   pytest
     #   rich
-pymongo==4.15.2
+pymongo==4.15.3
     # via localstack-core
 pyopenssl==25.3.0
     # via
@@ -365,7 +365,7 @@ pytest==8.4.2
     #   pytest-tinybird
 pytest-httpserver==1.1.3
     # via localstack-core
-pytest-rerunfailures==16.0.1
+pytest-rerunfailures==16.1
     # via localstack-core
 pytest-split==0.10.0
     # via localstack-core
@@ -419,7 +419,7 @@ responses==0.25.8
     # via moto-ext
 rfc3339-validator==0.1.4
     # via openapi-schema-validator
-rich==14.1.0
+rich==14.2.0
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
@@ -433,7 +433,7 @@ rsa==4.7.2
     # via awscli
 rstr==3.2.2
     # via localstack-core (pyproject.toml)
-ruff==0.13.3
+ruff==0.14.0
     # via localstack-core (pyproject.toml)
 s3transfer==0.14.0
     # via
@@ -487,9 +487,9 @@ urllib3==2.5.0
     #   opensearch-py
     #   requests
     #   responses
-virtualenv==20.34.0
+virtualenv==20.35.3
     # via pre-commit
-websocket-client==1.8.0
+websocket-client==1.9.0
     # via localstack-core
 werkzeug==3.1.3
     # via
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index d4e399755a22b..6920aefaba64d 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -21,7 +21,7 @@ attrs==25.4.0
     #   jsonschema
     #   localstack-twisted
     #   referencing
-aws-sam-translator==1.100.0
+aws-sam-translator==1.101.0
     # via
     #   cfn-lint
     #   localstack-core (pyproject.toml)
@@ -49,7 +49,7 @@ build==1.3.0
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
-cachetools==6.2.0
+cachetools==6.2.1
     # via
     #   airspeed-ext
     #   localstack-core
@@ -62,9 +62,9 @@ certifi==2025.10.5
     #   requests
 cffi==2.0.0
     # via cryptography
-cfn-lint==1.40.0
+cfn-lint==1.40.1
     # via moto-ext
-charset-normalizer==3.4.3
+charset-normalizer==3.4.4
     # via requests
 click==8.3.0
     # via
@@ -124,7 +124,7 @@ hyperframe==6.1.0
     # via h2
 hyperlink==21.0.0
     # via localstack-twisted
-idna==3.10
+idna==3.11
     # via
     #   hyperlink
     #   localstack-twisted
@@ -139,7 +139,7 @@ jmespath==1.0.1
     # via
     #   boto3
     #   botocore
-joserfc==1.3.4
+joserfc==1.4.0
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core (pyproject.toml)
@@ -239,13 +239,13 @@ pyasn1==0.6.1
     # via rsa
 pycparser==2.23
     # via cffi
-pydantic==2.11.10
+pydantic==2.12.1
     # via aws-sam-translator
-pydantic-core==2.33.2
+pydantic-core==2.41.3
     # via pydantic
 pygments==2.19.2
     # via rich
-pymongo==4.15.2
+pymongo==4.15.3
     # via localstack-core (pyproject.toml)
 pyopenssl==25.3.0
     # via
@@ -300,7 +300,7 @@ responses==0.25.8
     # via moto-ext
 rfc3339-validator==0.1.4
     # via openapi-schema-validator
-rich==14.1.0
+rich==14.2.0
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
diff --git a/requirements-test.txt b/requirements-test.txt
index f563c332e7a9d..3c088061306bd 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -29,11 +29,11 @@ aws-cdk-asset-awscli-v1==2.2.242
     # via aws-cdk-lib
 aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
-aws-cdk-cloud-assembly-schema==48.12.0
+aws-cdk-cloud-assembly-schema==48.14.0
     # via aws-cdk-lib
 aws-cdk-lib==2.219.0
     # via localstack-core (pyproject.toml)
-aws-sam-translator==1.100.0
+aws-sam-translator==1.101.0
     # via
     #   cfn-lint
     #   localstack-core
@@ -61,7 +61,7 @@ build==1.3.0
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
-cachetools==6.2.0
+cachetools==6.2.1
     # via
     #   airspeed-ext
     #   localstack-core
@@ -78,9 +78,9 @@ certifi==2025.10.5
     #   requests
 cffi==2.0.0
     # via cryptography
-cfn-lint==1.40.0
+cfn-lint==1.40.1
     # via moto-ext
-charset-normalizer==3.4.3
+charset-normalizer==3.4.4
     # via requests
 click==8.3.0
     # via
@@ -154,7 +154,7 @@ hyperframe==6.1.0
     # via h2
 hyperlink==21.0.0
     # via localstack-twisted
-idna==3.10
+idna==3.11
     # via
     #   anyio
     #   httpx
@@ -175,7 +175,7 @@ jmespath==1.0.1
     # via
     #   boto3
     #   botocore
-joserfc==1.3.4
+joserfc==1.4.0
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core
@@ -301,15 +301,15 @@ pyasn1==0.6.1
     # via rsa
 pycparser==2.23
     # via cffi
-pydantic==2.11.10
+pydantic==2.12.1
     # via aws-sam-translator
-pydantic-core==2.33.2
+pydantic-core==2.41.3
     # via pydantic
 pygments==2.19.2
     # via
     #   pytest
     #   rich
-pymongo==4.15.2
+pymongo==4.15.3
     # via localstack-core
 pyopenssl==25.3.0
     # via
@@ -327,7 +327,7 @@ pytest==8.4.2
     #   pytest-tinybird
 pytest-httpserver==1.1.3
     # via localstack-core (pyproject.toml)
-pytest-rerunfailures==16.0.1
+pytest-rerunfailures==16.1
     # via localstack-core (pyproject.toml)
 pytest-split==0.10.0
     # via localstack-core (pyproject.toml)
@@ -379,7 +379,7 @@ responses==0.25.8
     # via moto-ext
 rfc3339-validator==0.1.4
     # via openapi-schema-validator
-rich==14.1.0
+rich==14.2.0
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
@@ -442,7 +442,7 @@ urllib3==2.5.0
     #   opensearch-py
     #   requests
     #   responses
-websocket-client==1.8.0
+websocket-client==1.9.0
     # via localstack-core (pyproject.toml)
 werkzeug==3.1.3
     # via
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index 748f32d12a2d2..75abf07799660 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -29,11 +29,11 @@ aws-cdk-asset-awscli-v1==2.2.242
     # via aws-cdk-lib
 aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
-aws-cdk-cloud-assembly-schema==48.12.0
+aws-cdk-cloud-assembly-schema==48.14.0
     # via aws-cdk-lib
 aws-cdk-lib==2.219.0
     # via localstack-core
-aws-sam-translator==1.100.0
+aws-sam-translator==1.101.0
     # via
     #   cfn-lint
     #   localstack-core
@@ -49,7 +49,7 @@ boto3==1.40.45
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-boto3-stubs==1.40.46
+boto3-stubs==1.40.51
     # via localstack-core (pyproject.toml)
 botocore==1.40.45
     # via
@@ -59,13 +59,13 @@ botocore==1.40.45
     #   localstack-core
     #   moto-ext
     #   s3transfer
-botocore-stubs==1.40.33
+botocore-stubs==1.40.51
     # via boto3-stubs
 build==1.3.0
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
-cachetools==6.2.0
+cachetools==6.2.1
     # via
     #   airspeed-ext
     #   localstack-core
@@ -84,9 +84,9 @@ cffi==2.0.0
     # via cryptography
 cfgv==3.4.0
     # via pre-commit
-cfn-lint==1.40.0
+cfn-lint==1.40.1
     # via moto-ext
-charset-normalizer==3.4.3
+charset-normalizer==3.4.4
     # via requests
 click==8.3.0
     # via
@@ -146,7 +146,7 @@ docutils==0.19
     # via awscli
 events==0.5
     # via opensearch-py
-filelock==3.19.1
+filelock==3.20.0
     # via virtualenv
 graphql-core==3.2.6
     # via moto-ext
@@ -174,7 +174,7 @@ hyperlink==21.0.0
     # via localstack-twisted
 identify==2.6.15
     # via pre-commit
-idna==3.10
+idna==3.11
     # via
     #   anyio
     #   httpx
@@ -195,7 +195,7 @@ jmespath==1.0.1
     # via
     #   boto3
     #   botocore
-joserfc==1.3.4
+joserfc==1.4.0
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core
@@ -294,7 +294,7 @@ mypy-boto3-cloudcontrol==1.40.0
     # via boto3-stubs
 mypy-boto3-cloudformation==1.40.44
     # via boto3-stubs
-mypy-boto3-cloudfront==1.40.23
+mypy-boto3-cloudfront==1.40.50
     # via boto3-stubs
 mypy-boto3-cloudtrail==1.40.0
     # via boto3-stubs
@@ -324,7 +324,7 @@ mypy-boto3-dynamodb==1.40.44
     # via boto3-stubs
 mypy-boto3-dynamodbstreams==1.40.40
     # via boto3-stubs
-mypy-boto3-ec2==1.40.40
+mypy-boto3-ec2==1.40.51
     # via boto3-stubs
 mypy-boto3-ecr==1.40.0
     # via boto3-stubs
@@ -354,7 +354,7 @@ mypy-boto3-fis==1.40.20
     # via boto3-stubs
 mypy-boto3-glacier==1.40.18
     # via boto3-stubs
-mypy-boto3-glue==1.40.46
+mypy-boto3-glue==1.40.50
     # via boto3-stubs
 mypy-boto3-iam==1.40.0
     # via boto3-stubs
@@ -380,7 +380,7 @@ mypy-boto3-kms==1.40.38
     # via boto3-stubs
 mypy-boto3-lakeformation==1.40.19
     # via boto3-stubs
-mypy-boto3-lambda==1.40.7
+mypy-boto3-lambda==1.40.50
     # via boto3-stubs
 mypy-boto3-logs==1.40.32
     # via boto3-stubs
@@ -410,7 +410,7 @@ mypy-boto3-qldb==1.40.16
     # via boto3-stubs
 mypy-boto3-qldb-session==1.40.19
     # via boto3-stubs
-mypy-boto3-rds==1.40.46
+mypy-boto3-rds==1.40.50
     # via boto3-stubs
 mypy-boto3-rds-data==1.40.0
     # via boto3-stubs
@@ -464,7 +464,7 @@ mypy-boto3-transcribe==1.40.8
     # via boto3-stubs
 mypy-boto3-verifiedpermissions==1.40.24
     # via boto3-stubs
-mypy-boto3-wafv2==1.40.16
+mypy-boto3-wafv2==1.40.49
     # via boto3-stubs
 mypy-boto3-xray==1.40.21
     # via boto3-stubs
@@ -506,7 +506,7 @@ pathable==0.4.4
     # via jsonschema-path
 pathspec==0.12.1
     # via mypy
-platformdirs==4.4.0
+platformdirs==4.5.0
     # via virtualenv
 pluggy==1.6.0
     # via
@@ -547,15 +547,15 @@ pyasn1==0.6.1
     # via rsa
 pycparser==2.23
     # via cffi
-pydantic==2.11.10
+pydantic==2.12.1
     # via aws-sam-translator
-pydantic-core==2.33.2
+pydantic-core==2.41.3
     # via pydantic
 pygments==2.19.2
     # via
     #   pytest
     #   rich
-pymongo==4.15.2
+pymongo==4.15.3
     # via localstack-core
 pyopenssl==25.3.0
     # via
@@ -575,7 +575,7 @@ pytest==8.4.2
     #   pytest-tinybird
 pytest-httpserver==1.1.3
     # via localstack-core
-pytest-rerunfailures==16.0.1
+pytest-rerunfailures==16.1
     # via localstack-core
 pytest-split==0.10.0
     # via localstack-core
@@ -629,7 +629,7 @@ responses==0.25.8
     # via moto-ext
 rfc3339-validator==0.1.4
     # via openapi-schema-validator
-rich==14.1.0
+rich==14.2.0
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
@@ -643,7 +643,7 @@ rsa==4.7.2
     # via awscli
 rstr==3.2.2
     # via localstack-core
-ruff==0.13.3
+ruff==0.14.0
     # via localstack-core
 s3transfer==0.14.0
     # via
@@ -675,9 +675,9 @@ typeguard==2.13.3
     #   aws-cdk-lib
     #   constructs
     #   jsii
-types-awscrt==0.27.6
+types-awscrt==0.28.1
     # via botocore-stubs
-types-s3transfer==0.13.1
+types-s3transfer==0.14.0
     # via boto3-stubs
 typing-extensions==4.15.0
     # via
@@ -701,9 +701,9 @@ urllib3==2.5.0
     #   opensearch-py
     #   requests
     #   responses
-virtualenv==20.34.0
+virtualenv==20.35.3
     # via pre-commit
-websocket-client==1.8.0
+websocket-client==1.9.0
     # via localstack-core
 werkzeug==3.1.3
     # via

From 10b36116ed1dabd3d3c76f567e0ab396307970d8 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 14 Oct 2025 13:16:29 +0200
Subject: [PATCH 299/697] Bump astral-sh/setup-uv from 6 to 7 in the
 github-actions group (#13259)

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 .github/workflows/update-cfn-resources.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/update-cfn-resources.yml b/.github/workflows/update-cfn-resources.yml
index 91957da968339..9273a51cccf91 100644
--- a/.github/workflows/update-cfn-resources.yml
+++ b/.github/workflows/update-cfn-resources.yml
@@ -24,7 +24,7 @@ jobs:
           python-version-file: '.python-version'
 
       - name: Install uv
-        uses: astral-sh/setup-uv@v6
+        uses: astral-sh/setup-uv@v7
 
       - name: Determine boto dependency pins
         id: boto_versions

From 8f5b4050d55f51f5dd040396e1c7deb190364a96 Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Tue, 14 Oct 2025 14:19:55 +0200
Subject: [PATCH 300/697] Update ASF APIs (#13252)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
Co-authored-by: Greg Furman <gregfurman99@gmail.com>
---
 .../localstack/aws/api/ec2/__init__.py        | 42 +++++++++++++++++++
 .../localstack/aws/api/lambda_/__init__.py    |  3 ++
 .../stepfunctions/asl/jsonata/jsonata.py      |  2 +-
 pyproject.toml                                |  6 +--
 requirements-base-runtime.txt                 |  4 +-
 requirements-dev.txt                          |  6 +--
 requirements-runtime.txt                      |  6 +--
 requirements-test.txt                         |  6 +--
 requirements-typehint.txt                     |  6 +--
 9 files changed, 63 insertions(+), 18 deletions(-)

diff --git a/localstack-core/localstack/aws/api/ec2/__init__.py b/localstack-core/localstack/aws/api/ec2/__init__.py
index 6d4e1980f8ddb..dbc3ea9373e17 100644
--- a/localstack-core/localstack/aws/api/ec2/__init__.py
+++ b/localstack-core/localstack/aws/api/ec2/__init__.py
@@ -2459,6 +2459,48 @@ class InstanceType(StrEnum):
     r8gn_48xlarge = "r8gn.48xlarge"
     r8gn_metal_24xl = "r8gn.metal-24xl"
     r8gn_metal_48xl = "r8gn.metal-48xl"
+    c8i_large = "c8i.large"
+    c8i_xlarge = "c8i.xlarge"
+    c8i_2xlarge = "c8i.2xlarge"
+    c8i_4xlarge = "c8i.4xlarge"
+    c8i_8xlarge = "c8i.8xlarge"
+    c8i_12xlarge = "c8i.12xlarge"
+    c8i_16xlarge = "c8i.16xlarge"
+    c8i_24xlarge = "c8i.24xlarge"
+    c8i_32xlarge = "c8i.32xlarge"
+    c8i_48xlarge = "c8i.48xlarge"
+    c8i_96xlarge = "c8i.96xlarge"
+    c8i_metal_48xl = "c8i.metal-48xl"
+    c8i_metal_96xl = "c8i.metal-96xl"
+    c8i_flex_large = "c8i-flex.large"
+    c8i_flex_xlarge = "c8i-flex.xlarge"
+    c8i_flex_2xlarge = "c8i-flex.2xlarge"
+    c8i_flex_4xlarge = "c8i-flex.4xlarge"
+    c8i_flex_8xlarge = "c8i-flex.8xlarge"
+    c8i_flex_12xlarge = "c8i-flex.12xlarge"
+    c8i_flex_16xlarge = "c8i-flex.16xlarge"
+    r8gb_medium = "r8gb.medium"
+    r8gb_large = "r8gb.large"
+    r8gb_xlarge = "r8gb.xlarge"
+    r8gb_2xlarge = "r8gb.2xlarge"
+    r8gb_4xlarge = "r8gb.4xlarge"
+    r8gb_8xlarge = "r8gb.8xlarge"
+    r8gb_12xlarge = "r8gb.12xlarge"
+    r8gb_16xlarge = "r8gb.16xlarge"
+    r8gb_24xlarge = "r8gb.24xlarge"
+    r8gb_metal_24xl = "r8gb.metal-24xl"
+    m8a_medium = "m8a.medium"
+    m8a_large = "m8a.large"
+    m8a_xlarge = "m8a.xlarge"
+    m8a_2xlarge = "m8a.2xlarge"
+    m8a_4xlarge = "m8a.4xlarge"
+    m8a_8xlarge = "m8a.8xlarge"
+    m8a_12xlarge = "m8a.12xlarge"
+    m8a_16xlarge = "m8a.16xlarge"
+    m8a_24xlarge = "m8a.24xlarge"
+    m8a_48xlarge = "m8a.48xlarge"
+    m8a_metal_24xl = "m8a.metal-24xl"
+    m8a_metal_48xl = "m8a.metal-48xl"
 
 
 class InstanceTypeHypervisor(StrEnum):
diff --git a/localstack-core/localstack/aws/api/lambda_/__init__.py b/localstack-core/localstack/aws/api/lambda_/__init__.py
index eda8ffb23ae23..aa109d16f7695 100644
--- a/localstack-core/localstack/aws/api/lambda_/__init__.py
+++ b/localstack-core/localstack/aws/api/lambda_/__init__.py
@@ -36,6 +36,7 @@
 Header = str
 HttpStatus = int
 Integer = int
+InvokedViaFunctionUrl = bool
 KMSKeyArn = str
 LastUpdateStatusReason = str
 LayerArn = str
@@ -691,6 +692,7 @@ class AddPermissionRequest(ServiceRequest):
     RevisionId: Optional[String]
     PrincipalOrgID: Optional[PrincipalOrgID]
     FunctionUrlAuthType: Optional[FunctionUrlAuthType]
+    InvokedViaFunctionUrl: Optional[InvokedViaFunctionUrl]
 
 
 class AddPermissionResponse(TypedDict, total=False):
@@ -1903,6 +1905,7 @@ def add_permission(
         revision_id: String | None = None,
         principal_org_id: PrincipalOrgID | None = None,
         function_url_auth_type: FunctionUrlAuthType | None = None,
+        invoked_via_function_url: InvokedViaFunctionUrl | None = None,
         **kwargs,
     ) -> AddPermissionResponse:
         raise NotImplementedError
diff --git a/localstack-core/localstack/services/stepfunctions/asl/jsonata/jsonata.py b/localstack-core/localstack/services/stepfunctions/asl/jsonata/jsonata.py
index 9fa3b91c8c9ab..9d18ba33e2cd5 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/jsonata/jsonata.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/jsonata/jsonata.py
@@ -7,7 +7,7 @@
 from typing import Any, Final
 
 import jpype
-import jpype.imports
+import jpype.imports  # noqa # Required for JVM Java class imports
 
 from localstack.services.stepfunctions.asl.utils.encoding import to_json_str
 from localstack.services.stepfunctions.packages import jpype_jsonata_package
diff --git a/pyproject.toml b/pyproject.toml
index 9f18076e9b2c7..7c3364135314d 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -53,9 +53,9 @@ Issues = "https://github.com/localstack/localstack/issues"
 # minimal required to actually run localstack on the host for services natively implemented in python
 base-runtime = [
     # pinned / updated by ASF update action
-    "boto3==1.40.45",
+    "boto3==1.40.51",
     # pinned / updated by ASF update action
-    "botocore==1.40.45",
+    "botocore==1.40.51",
     "awscrt>=0.13.14,!=0.27.1",
     "cbor2>=5.5.0",
     "dnspython>=1.16.0",
@@ -78,7 +78,7 @@ base-runtime = [
 runtime = [
     "localstack-core[base-runtime]",
     # pinned / updated by ASF update action
-    "awscli==1.42.45",
+    "awscli==1.42.51",
     "airspeed-ext>=0.6.3",
     # version that has a built wheel
     "kclpy-ext>=3.0.0",
diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index 624116f38d5dc..41b9d05d8c7d7 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -11,9 +11,9 @@ attrs==25.4.0
     #   referencing
 awscrt==0.28.1
     # via localstack-core (pyproject.toml)
-boto3==1.40.45
+boto3==1.40.51
     # via localstack-core (pyproject.toml)
-botocore==1.40.45
+botocore==1.40.51
     # via
     #   boto3
     #   localstack-core (pyproject.toml)
diff --git a/requirements-dev.txt b/requirements-dev.txt
index 3d2bd8ee0267a..771432c11e543 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -39,17 +39,17 @@ aws-sam-translator==1.101.0
     #   localstack-core
 aws-xray-sdk==2.14.0
     # via moto-ext
-awscli==1.42.45
+awscli==1.42.51
     # via localstack-core
 awscrt==0.28.1
     # via localstack-core
-boto3==1.40.45
+boto3==1.40.51
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.40.45
+botocore==1.40.51
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index 6920aefaba64d..8f89d0634da0f 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -27,17 +27,17 @@ aws-sam-translator==1.101.0
     #   localstack-core (pyproject.toml)
 aws-xray-sdk==2.14.0
     # via moto-ext
-awscli==1.42.45
+awscli==1.42.51
     # via localstack-core (pyproject.toml)
 awscrt==0.28.1
     # via localstack-core
-boto3==1.40.45
+boto3==1.40.51
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.40.45
+botocore==1.40.51
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-test.txt b/requirements-test.txt
index 3c088061306bd..fda306921d8b8 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -39,17 +39,17 @@ aws-sam-translator==1.101.0
     #   localstack-core
 aws-xray-sdk==2.14.0
     # via moto-ext
-awscli==1.42.45
+awscli==1.42.51
     # via localstack-core
 awscrt==0.28.1
     # via localstack-core
-boto3==1.40.45
+boto3==1.40.51
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.40.45
+botocore==1.40.51
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index 75abf07799660..59df06741864f 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -39,11 +39,11 @@ aws-sam-translator==1.101.0
     #   localstack-core
 aws-xray-sdk==2.14.0
     # via moto-ext
-awscli==1.42.45
+awscli==1.42.51
     # via localstack-core
 awscrt==0.28.1
     # via localstack-core
-boto3==1.40.45
+boto3==1.40.51
     # via
     #   aws-sam-translator
     #   kclpy-ext
@@ -51,7 +51,7 @@ boto3==1.40.45
     #   moto-ext
 boto3-stubs==1.40.51
     # via localstack-core (pyproject.toml)
-botocore==1.40.45
+botocore==1.40.51
     # via
     #   aws-xray-sdk
     #   awscli

From 73e4f6c7fb6eee87bfad84ac17739843ea4bcccb Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Tue, 14 Oct 2025 15:51:49 +0200
Subject: [PATCH 301/697] Upgrade moto (#13262)

---
 .../localstack/services/ses/provider.py       |  2 +-
 pyproject.toml                                |  4 +--
 requirements-dev.txt                          |  2 +-
 requirements-runtime.txt                      |  2 +-
 requirements-test.txt                         |  2 +-
 requirements-typehint.txt                     |  2 +-
 tests/aws/services/acm/test_acm.py            | 30 +++++++++++++++----
 tests/aws/services/acm/test_acm.snapshot.json | 19 +++++++-----
 .../aws/services/acm/test_acm.validation.json | 24 +++++++++++++--
 9 files changed, 64 insertions(+), 23 deletions(-)

diff --git a/localstack-core/localstack/services/ses/provider.py b/localstack-core/localstack/services/ses/provider.py
index 96498248430a8..14b94fbc1bada 100644
--- a/localstack-core/localstack/services/ses/provider.py
+++ b/localstack-core/localstack/services/ses/provider.py
@@ -558,7 +558,7 @@ def set_identity_headers_in_notifications_enabled(
             )
 
         backend = get_ses_backend(context)
-        if identity not in backend.addresses:
+        if identity not in backend.email_identities:
             raise MessageRejected(f"Identity {identity} is not verified or does not exist.")
 
         # Store the setting in the backend
diff --git a/pyproject.toml b/pyproject.toml
index 7c3364135314d..557bcef6243c5 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -93,9 +93,7 @@ runtime = [
     "json5>=0.9.11",
     "jsonpath-ng>=1.6.1",
     "jsonpath-rw>=1.4.0",
-    # TODO revert pin once moto upgrade is completed
-    # "moto-ext[all]>=5.1.12.post22",
-    "moto-ext[all]==5.1.14.post7",
+    "moto-ext[all]>=5.1.12.post22",
     "opensearch-py>=2.4.1",
     "pymongo>=4.2.0",
     "pyopenssl>=23.0.0",
diff --git a/requirements-dev.txt b/requirements-dev.txt
index 771432c11e543..7e5403f971aab 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -250,7 +250,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.14.post7
+moto-ext==5.1.14.post34
     # via localstack-core
 mpmath==1.3.0
     # via sympy
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index 8f89d0634da0f..804545cf72cc7 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -188,7 +188,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.14.post7
+moto-ext==5.1.14.post34
     # via localstack-core (pyproject.toml)
 mpmath==1.3.0
     # via sympy
diff --git a/requirements-test.txt b/requirements-test.txt
index fda306921d8b8..880b07ae5e82a 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -234,7 +234,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.14.post7
+moto-ext==5.1.14.post34
     # via localstack-core
 mpmath==1.3.0
     # via sympy
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index 59df06741864f..9729a8b346fe9 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -254,7 +254,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.14.post7
+moto-ext==5.1.14.post34
     # via localstack-core
 mpmath==1.3.0
     # via sympy
diff --git a/tests/aws/services/acm/test_acm.py b/tests/aws/services/acm/test_acm.py
index 616d6c46108ee..8c72ab48b8b0e 100644
--- a/tests/aws/services/acm/test_acm.py
+++ b/tests/aws/services/acm/test_acm.py
@@ -1,4 +1,5 @@
 import pytest
+from botocore.exceptions import ClientError
 from localstack_snapshot.snapshots.transformer import SortingTransformer
 from moto import settings as moto_settings
 
@@ -6,7 +7,7 @@
 from localstack.testing.pytest import markers
 from localstack.utils.crypto import generate_ssl_cert
 from localstack.utils.strings import short_uid
-from localstack.utils.sync import retry
+from localstack.utils.sync import retry, wait_until
 
 
 class TestACM:
@@ -27,7 +28,7 @@ class TestACM:
         ]
     )
     def test_import_certificate(self, tmp_path, aws_client, cleanups, snapshot):
-        with pytest.raises(Exception) as exc_info:
+        with pytest.raises(ClientError) as exc_info:
             aws_client.acm.import_certificate(Certificate=b"CERT123", PrivateKey=b"KEY123")
         assert exc_info.value.response["Error"]["Code"] == "ValidationException"
 
@@ -72,6 +73,15 @@ def test_domain_validation(self, acm_request_certificate, aws_client, snapshot):
         snapshot.add_transformer(snapshot.transform.key_value("SignatureAlgorithm"))
 
         certificate_arn = acm_request_certificate()["CertificateArn"]
+
+        # we are manually waiting for some fields to be returned, as they are missing soon after creating the cert
+        def _cert_has_required_fields() -> bool:
+            _resp = aws_client.acm.describe_certificate(CertificateArn=certificate_arn)
+            return "DomainName" in _resp["Certificate"]
+
+        if is_aws_cloud():
+            wait_until(_cert_has_required_fields, wait=2, max_retries=20)
+
         result = aws_client.acm.describe_certificate(CertificateArn=certificate_arn)
         snapshot.match("describe-certificate", result)
 
@@ -84,8 +94,17 @@ def test_boto_wait_for_certificate_validation(
         waiter = aws_client.acm.get_waiter("certificate_validated")
         waiter.wait(CertificateArn=certificate_arn, WaiterConfig={"Delay": 0.5, "MaxAttempts": 3})
 
-    @markers.aws.validated
-    @markers.snapshot.skip_snapshot_verify(paths=["$..Certificate.SignatureAlgorithm"])
+    @markers.aws.manual_setup_required
+    # this test requires manual input to our DNS provider
+    @markers.snapshot.skip_snapshot_verify(
+        paths=[
+            "$..Certificate.SignatureAlgorithm",
+            # those should also be returned by AWS, but regenerating the snapshots needs manual input
+            # skipped for now, validated by other tests
+            "$..Certificate.Options.Export",
+            "$..Exported",
+        ]
+    )
     def test_certificate_for_subdomain_wildcard(
         self, acm_request_certificate, aws_client, snapshot, monkeypatch
     ):
@@ -123,7 +142,7 @@ def _get_cert_with_records():
         if is_aws_cloud():
             # Wait until DNS entry has been added (needs to be done manually!)
             # Note: When running parity tests against AWS, we need to add the CNAME record to our DNS
-            #  server (currently with gandi.net), to enable validation of the certificate.
+            #  server (currently with Route53), to enable validation of the certificate.
             prompt = (
                 f"Please add the following CNAME entry to the LocalStack DNS server, then hit [ENTER] once "
                 f"the certificate has been validated in AWS: {dns_options['Name']} = {dns_options['Value']}"
@@ -161,6 +180,7 @@ def _get_cert_issued():
             "$..ResourceRecord",
             "$..SignatureAlgorithm",
             "$..Serial",
+            "$..ExportOption",
         ]
     )
     def test_create_certificate_for_multiple_alternative_domains(
diff --git a/tests/aws/services/acm/test_acm.snapshot.json b/tests/aws/services/acm/test_acm.snapshot.json
index 7b68ad84f0ef6..fc4477ae27222 100644
--- a/tests/aws/services/acm/test_acm.snapshot.json
+++ b/tests/aws/services/acm/test_acm.snapshot.json
@@ -139,19 +139,21 @@
     }
   },
   "tests/aws/services/acm/test_acm.py::TestACM::test_create_certificate_for_multiple_alternative_domains": {
-    "recorded-date": "09-01-2024, 14:58:14",
+    "recorded-date": "14-10-2025, 09:18:38",
     "recorded-content": {
       "list-cert-summary-list": {
         "CertificateArn": "arn:<partition>:acm:<region>:111111111111:certificate/<cert-id>",
         "CreatedAt": "datetime",
         "DomainName": "test.example.com",
+        "ExportOption": "DISABLED",
+        "Exported": false,
         "ExtendedKeyUsages": [],
         "HasAdditionalSubjectAlternativeNames": false,
         "InUse": false,
         "KeyAlgorithm": "RSA-2048",
         "KeyUsages": [],
         "RenewalEligibility": "INELIGIBLE",
-        "Status": "FAILED",
+        "Status": "PENDING_VALIDATION",
         "SubjectAlternativeNameSummaries": [
           "*.test.example.com",
           "another.domain.com",
@@ -201,7 +203,8 @@
         "KeyAlgorithm": "RSA-2048",
         "KeyUsages": [],
         "Options": {
-          "CertificateTransparencyLoggingPreference": "ENABLED"
+          "CertificateTransparencyLoggingPreference": "ENABLED",
+          "Export": "DISABLED"
         },
         "RenewalEligibility": "INELIGIBLE",
         "SignatureAlgorithm": "SHA256WITHRSA",
@@ -218,7 +221,7 @@
     }
   },
   "tests/aws/services/acm/test_acm.py::TestACM::test_import_certificate": {
-    "recorded-date": "22-02-2024, 17:41:15",
+    "recorded-date": "14-10-2025, 09:17:56",
     "recorded-content": {
       "import-certificate-response": {
         "CertificateArn": "arn:<partition>:acm:<region>:111111111111:certificate/<cert-id>",
@@ -270,7 +273,8 @@
           "NotAfter": "datetime",
           "NotBefore": "datetime",
           "Options": {
-            "CertificateTransparencyLoggingPreference": "DISABLED"
+            "CertificateTransparencyLoggingPreference": "DISABLED",
+            "Export": "DISABLED"
           },
           "RenewalEligibility": "INELIGIBLE",
           "Serial": "03:e9",
@@ -293,7 +297,7 @@
     }
   },
   "tests/aws/services/acm/test_acm.py::TestACM::test_domain_validation": {
-    "recorded-date": "12-04-2024, 15:36:37",
+    "recorded-date": "14-10-2025, 09:31:48",
     "recorded-content": {
       "describe-certificate": {
         "Certificate": {
@@ -315,7 +319,8 @@
           "KeyAlgorithm": "RSA-2048",
           "KeyUsages": [],
           "Options": {
-            "CertificateTransparencyLoggingPreference": "ENABLED"
+            "CertificateTransparencyLoggingPreference": "ENABLED",
+            "Export": "DISABLED"
           },
           "RenewalEligibility": "INELIGIBLE",
           "SignatureAlgorithm": "<signature-algorithm:1>",
diff --git a/tests/aws/services/acm/test_acm.validation.json b/tests/aws/services/acm/test_acm.validation.json
index 8201f405c3e71..f9a6d1a3ec84d 100644
--- a/tests/aws/services/acm/test_acm.validation.json
+++ b/tests/aws/services/acm/test_acm.validation.json
@@ -3,12 +3,30 @@
     "last_validated_date": "2023-04-18T17:01:27+00:00"
   },
   "tests/aws/services/acm/test_acm.py::TestACM::test_create_certificate_for_multiple_alternative_domains": {
-    "last_validated_date": "2024-01-09T14:58:14+00:00"
+    "last_validated_date": "2025-10-14T09:18:39+00:00",
+    "durations_in_seconds": {
+      "setup": 0.45,
+      "call": 5.97,
+      "teardown": 0.19,
+      "total": 6.61
+    }
   },
   "tests/aws/services/acm/test_acm.py::TestACM::test_domain_validation": {
-    "last_validated_date": "2024-04-12T15:36:37+00:00"
+    "last_validated_date": "2025-10-14T09:31:48+00:00",
+    "durations_in_seconds": {
+      "setup": 0.46,
+      "call": 2.94,
+      "teardown": 0.21,
+      "total": 3.61
+    }
   },
   "tests/aws/services/acm/test_acm.py::TestACM::test_import_certificate": {
-    "last_validated_date": "2024-02-22T17:41:15+00:00"
+    "last_validated_date": "2025-10-14T09:17:56+00:00",
+    "durations_in_seconds": {
+      "setup": 0.48,
+      "call": 1.25,
+      "teardown": 0.25,
+      "total": 1.98
+    }
   }
 }

From 48d30e0743d7570b39b7a7ede2689a311ef306be Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Tue, 14 Oct 2025 19:30:13 +0200
Subject: [PATCH 302/697] S3: fix `aws-global` validation in CreateBucket
 (#13250)

---
 .../localstack/aws/api/s3/__init__.py         |  8 ++
 .../localstack/aws/spec-patches.json          | 20 +++++
 .../localstack/services/s3/constants.py       |  5 ++
 .../localstack/services/s3/cors.py            |  8 +-
 .../localstack/services/s3/presigned_url.py   | 29 ++++---
 .../localstack/services/s3/provider.py        | 22 +++++
 tests/aws/services/s3/test_s3.py              | 84 +++++++++++++++++++
 tests/aws/services/s3/test_s3.snapshot.json   | 54 ++++++++++++
 tests/aws/services/s3/test_s3.validation.json |  9 ++
 9 files changed, 220 insertions(+), 19 deletions(-)

diff --git a/localstack-core/localstack/aws/api/s3/__init__.py b/localstack-core/localstack/aws/api/s3/__init__.py
index c6691aa8feb80..bb6dec51dcc19 100644
--- a/localstack-core/localstack/aws/api/s3/__init__.py
+++ b/localstack-core/localstack/aws/api/s3/__init__.py
@@ -1061,6 +1061,14 @@ class BadDigest(ServiceException):
     CalculatedDigest: Optional[ContentMD5]
 
 
+class AuthorizationHeaderMalformed(ServiceException):
+    code: str = "AuthorizationHeaderMalformed"
+    sender_fault: bool = False
+    status_code: int = 400
+    Region: Optional[BucketRegion]
+    HostId: Optional[HostId]
+
+
 AbortDate = datetime
 
 
diff --git a/localstack-core/localstack/aws/spec-patches.json b/localstack-core/localstack/aws/spec-patches.json
index c1ebb922cfb38..7f46a4b7e7b15 100644
--- a/localstack-core/localstack/aws/spec-patches.json
+++ b/localstack-core/localstack/aws/spec-patches.json
@@ -1329,6 +1329,26 @@
         "documentation": "<p>The Content-MD5 you specified did not match what we received.</p>",
         "exception": true
       }
+    },
+    {
+      "op": "add",
+      "path": "/shapes/AuthorizationHeaderMalformed",
+      "value": {
+        "type": "structure",
+        "members": {
+          "Region": {
+            "shape": "BucketRegion"
+          },
+          "HostId": {
+            "shape": "HostId"
+          }
+        },
+        "error": {
+          "httpStatusCode": 400
+        },
+        "documentation": "<p>The authorization header is malformed.</p>",
+        "exception": true
+      }
     }
   ],
   "apigatewayv2/2018-11-29/service-2": [
diff --git a/localstack-core/localstack/services/s3/constants.py b/localstack-core/localstack/services/s3/constants.py
index 510494d048d47..9f6b18e9242e4 100644
--- a/localstack-core/localstack/services/s3/constants.py
+++ b/localstack-core/localstack/services/s3/constants.py
@@ -21,6 +21,11 @@
 DEFAULT_PRE_SIGNED_ACCESS_KEY_ID = "test"
 DEFAULT_PRE_SIGNED_SECRET_ACCESS_KEY = "test"
 
+S3_HOST_ID = "9Gjjt1m+cjU4OPvX9O9/8RuvnG41MRb/18Oux2o5H5MY7ISNTlXN+Dz9IG62/ILVxhAGI0qyPfg="
+"""
+S3 is returning a Host Id as part of its exceptions
+"""
+
 AUTHENTICATED_USERS_ACL_GROUP = "http://acs.amazonaws.com/groups/global/AuthenticatedUsers"
 ALL_USERS_ACL_GROUP = "http://acs.amazonaws.com/groups/global/AllUsers"
 LOG_DELIVERY_ACL_GROUP = "http://acs.amazonaws.com/groups/s3/LogDelivery"
diff --git a/localstack-core/localstack/services/s3/cors.py b/localstack-core/localstack/services/s3/cors.py
index 13fb4a55ac662..3d7a11f348a9b 100644
--- a/localstack-core/localstack/services/s3/cors.py
+++ b/localstack-core/localstack/services/s3/cors.py
@@ -21,13 +21,13 @@
 from localstack.aws.spec import get_service_catalog
 from localstack.config import S3_VIRTUAL_HOSTNAME
 from localstack.http import Request, Response
+from localstack.services.s3.constants import S3_HOST_ID
 from localstack.services.s3.utils import S3_VIRTUAL_HOSTNAME_REGEX
 
 # TODO: add more logging statements
 LOG = logging.getLogger(__name__)
 
 _s3_virtual_host_regex = re.compile(S3_VIRTUAL_HOSTNAME_REGEX)
-FAKE_HOST_ID = "9Gjjt1m+cjU4OPvX9O9/8RuvnG41MRb/18Oux2o5H5MY7ISNTlXN+Dz9IG62/ILVxhAGI0qyPfg="
 
 # TODO: refactor those to expose the needed methods maybe in another way that both can import
 add_default_headers = CorsResponseEnricher.add_cors_headers
@@ -135,7 +135,7 @@ def stop_options_chain():
             if is_options_request:
                 context.operation = self._get_op_from_request(request)
                 raise BadRequest(
-                    "Insufficient information. Origin request header needed.", HostId=FAKE_HOST_ID
+                    "Insufficient information. Origin request header needed.", HostId=S3_HOST_ID
                 )
             else:
                 # If the header is missing, Amazon S3 doesn't treat the request as a cross-origin request,
@@ -167,7 +167,7 @@ def stop_options_chain():
                     context.operation = self._get_op_from_request(request)
                     raise AccessForbidden(
                         message,
-                        HostId=FAKE_HOST_ID,
+                        HostId=S3_HOST_ID,
                         Method=request.headers.get("Access-Control-Request-Method", "OPTIONS"),
                         ResourceType="BUCKET",
                     )
@@ -182,7 +182,7 @@ def stop_options_chain():
                 context.operation = self._get_op_from_request(request)
                 raise AccessForbidden(
                     "CORSResponse: This CORS request is not allowed. This is usually because the evalution of Origin, request method / Access-Control-Request-Method or Access-Control-Request-Headers are not whitelisted by the resource's CORS spec.",
-                    HostId=FAKE_HOST_ID,
+                    HostId=S3_HOST_ID,
                     Method=request.headers.get("Access-Control-Request-Method"),
                     ResourceType="OBJECT",
                 )
diff --git a/localstack-core/localstack/services/s3/presigned_url.py b/localstack-core/localstack/services/s3/presigned_url.py
index 3cb675d492a44..d8fc26252713f 100644
--- a/localstack-core/localstack/services/s3/presigned_url.py
+++ b/localstack-core/localstack/services/s3/presigned_url.py
@@ -40,6 +40,7 @@
 from localstack.services.s3.constants import (
     DEFAULT_PRE_SIGNED_ACCESS_KEY_ID,
     DEFAULT_PRE_SIGNED_SECRET_ACCESS_KEY,
+    S3_HOST_ID,
     SIGNATURE_V2_PARAMS,
     SIGNATURE_V4_PARAMS,
 )
@@ -85,8 +86,6 @@
     "x-amz-content-sha256",
 ]
 
-FAKE_HOST_ID = "9Gjjt1m+cjU4OPvX9O9/8RuvnG41MRb/18Oux2o5H5MY7ISNTlXN+Dz9IG62/ILVxhAGI0qyPfg="
-
 HOST_COMBINATION_REGEX = r"^(.*)(:[\d]{0,6})"
 PORT_REPLACEMENT = [":80", ":443", f":{config.GATEWAY_LISTEN[0].port}", ""]
 
@@ -156,7 +155,7 @@ def create_signature_does_not_match_sig_v2(
         "The request signature we calculated does not match the signature you provided. Check your key and signing method."
     )
     ex.AWSAccessKeyId = access_key_id
-    ex.HostId = FAKE_HOST_ID
+    ex.HostId = S3_HOST_ID
     ex.SignatureProvided = request_signature
     ex.StringToSign = string_to_sign
     ex.StringToSignBytes = to_bytes(string_to_sign).hex(sep=" ", bytes_per_sep=2).upper()
@@ -299,7 +298,7 @@ def is_valid_sig_v2(query_args: set) -> bool:
             LOG.info("Presign signature calculation failed")
             raise AccessDenied(
                 "Query-string authentication requires the Signature, Expires and AWSAccessKeyId parameters",
-                HostId=FAKE_HOST_ID,
+                HostId=S3_HOST_ID,
             )
 
         return True
@@ -317,7 +316,7 @@ def is_valid_sig_v4(query_args: set) -> bool:
             LOG.info("Presign signature calculation failed")
             raise AuthorizationQueryParametersError(
                 "Query-string authentication version 4 requires the X-Amz-Algorithm, X-Amz-Credential, X-Amz-Signature, X-Amz-Date, X-Amz-SignedHeaders, and X-Amz-Expires parameters.",
-                HostId=FAKE_HOST_ID,
+                HostId=S3_HOST_ID,
             )
 
         return True
@@ -351,7 +350,7 @@ def validate_presigned_url_s3(context: RequestContext) -> None:
             )
         else:
             raise AccessDenied(
-                "Request has expired", HostId=FAKE_HOST_ID, Expires=expires, ServerTime=time.time()
+                "Request has expired", HostId=S3_HOST_ID, Expires=expires, ServerTime=time.time()
             )
 
     auth_signer = HmacV1QueryAuthValidation(credentials=signing_credentials, expires=expires)
@@ -450,7 +449,7 @@ def validate_presigned_url_s3v4(context: RequestContext) -> None:
         else:
             raise AccessDenied(
                 "There were headers present in the request which were not signed",
-                HostId=FAKE_HOST_ID,
+                HostId=S3_HOST_ID,
                 HeadersNotSigned=", ".join(sigv4_context.missing_signed_headers),
             )
 
@@ -482,7 +481,7 @@ def validate_presigned_url_s3v4(context: RequestContext) -> None:
         else:
             raise AccessDenied(
                 "Request has expired",
-                HostId=FAKE_HOST_ID,
+                HostId=S3_HOST_ID,
                 Expires=expiration_time.timestamp(),
                 ServerTime=time.time(),
                 X_Amz_Expires=x_amz_expires,
@@ -714,7 +713,7 @@ def _get_region_from_x_amz_credential(credential: str) -> str:
         if not (split_creds := credential.split("/")) or len(split_creds) != 5:
             raise AuthorizationQueryParametersError(
                 'Error parsing the X-Amz-Credential parameter; the Credential is mal-formed; expecting "<YOUR-AKID>/YYYYMMDD/REGION/SERVICE/aws4_request".',
-                HostId=FAKE_HOST_ID,
+                HostId=S3_HOST_ID,
             )
 
         return split_creds[2]
@@ -775,7 +774,7 @@ def validate_post_policy(
             "Bucket POST must contain a field named 'key'.  If it is specified, please check the order of the fields.",
             ArgumentName="key",
             ArgumentValue="",
-            HostId=FAKE_HOST_ID,
+            HostId=S3_HOST_ID,
         )
 
     form_dict = {k.lower(): v for k, v in request_form.items()}
@@ -791,7 +790,7 @@ def validate_post_policy(
 
     if not is_v2 and not is_v4:
         ex: AccessDenied = AccessDenied("Access Denied")
-        ex.HostId = FAKE_HOST_ID
+        ex.HostId = S3_HOST_ID
         raise ex
 
     try:
@@ -810,7 +809,7 @@ def validate_post_policy(
     if expiration := policy_decoded.get("expiration"):
         if is_expired(_parse_policy_expiration_date(expiration)):
             ex: AccessDenied = AccessDenied("Invalid according to Policy: Policy expired.")
-            ex.HostId = FAKE_HOST_ID
+            ex.HostId = S3_HOST_ID
             raise ex
 
     # TODO: validate the signature
@@ -832,7 +831,7 @@ def validate_post_policy(
             str_condition = str(condition).replace("'", '"')
             raise AccessDenied(
                 f"Invalid according to Policy: Policy Condition failed: {str_condition}",
-                HostId=FAKE_HOST_ID,
+                HostId=S3_HOST_ID,
             )
 
 
@@ -885,7 +884,7 @@ def _verify_condition(condition: list | dict, form: dict, additional_policy_meta
                     "Your proposed upload exceeds the maximum allowed size",
                     ProposedSize=size,
                     MaxSizeAllowed=end,
-                    HostId=FAKE_HOST_ID,
+                    HostId=S3_HOST_ID,
                 )
             else:
                 return True
@@ -934,7 +933,7 @@ def _is_match_with_signature_fields(
                     f"Bucket POST must contain a field named '{argument_name}'.  If it is specified, please check the order of the fields.",
                     ArgumentName=argument_name,
                     ArgumentValue="",
-                    HostId=FAKE_HOST_ID,
+                    HostId=S3_HOST_ID,
                 )
 
         return True
diff --git a/localstack-core/localstack/services/s3/provider.py b/localstack-core/localstack/services/s3/provider.py
index 78dcd3b02a2c3..426a1b0edb3ba 100644
--- a/localstack-core/localstack/services/s3/provider.py
+++ b/localstack-core/localstack/services/s3/provider.py
@@ -23,6 +23,7 @@
     AccountId,
     AnalyticsConfiguration,
     AnalyticsId,
+    AuthorizationHeaderMalformed,
     BadDigest,
     Body,
     Bucket,
@@ -235,6 +236,7 @@
     ARCHIVES_STORAGE_CLASSES,
     CHECKSUM_ALGORITHMS,
     DEFAULT_BUCKET_ENCRYPTION,
+    S3_HOST_ID,
 )
 from localstack.services.s3.cors import S3CorsHandler, s3_cors_request_handler
 from localstack.services.s3.exceptions import (
@@ -470,6 +472,16 @@ def create_bucket(
         context: RequestContext,
         request: CreateBucketRequest,
     ) -> CreateBucketOutput:
+        if context.region == "aws-global":
+            # TODO: extend this logic to probably all the provider, and maybe all services. S3 is the most impacted
+            #  right now so this will help users to properly set a region in their config
+            # See the `TestS3.test_create_bucket_aws_global` test
+            raise AuthorizationHeaderMalformed(
+                f"The authorization header is malformed; the region 'aws-global' is wrong; expecting '{AWS_REGION_US_EAST_1}'",
+                HostId=S3_HOST_ID,
+                Region=AWS_REGION_US_EAST_1,
+            )
+
         bucket_name = request["Bucket"]
 
         if not is_bucket_name_valid(bucket_name):
@@ -637,6 +649,16 @@ def head_bucket(
         expected_bucket_owner: AccountId = None,
         **kwargs,
     ) -> HeadBucketOutput:
+        if context.region == "aws-global":
+            # TODO: extend this logic to probably all the provider, and maybe all services. S3 is the most impacted
+            #  right now so this will help users to properly set a region in their config
+            # See the `TestS3.test_create_bucket_aws_global` test
+            raise AuthorizationHeaderMalformed(
+                f"The authorization header is malformed; the region 'aws-global' is wrong; expecting '{AWS_REGION_US_EAST_1}'",
+                HostId=S3_HOST_ID,
+                Region=AWS_REGION_US_EAST_1,
+            )
+
         store = self.get_store(context.account_id, context.region)
         if not (s3_bucket := store.buckets.get(bucket)):
             if not (account_id := store.global_bucket_map.get(bucket)):
diff --git a/tests/aws/services/s3/test_s3.py b/tests/aws/services/s3/test_s3.py
index e9346ebb1ce5d..273144476aa44 100644
--- a/tests/aws/services/s3/test_s3.py
+++ b/tests/aws/services/s3/test_s3.py
@@ -4150,6 +4150,90 @@ def test_access_bucket_different_region(self, s3_create_bucket, s3_vhost_client,
         assert response.status_code == 200
         assert response.history[0].status_code == 307
 
+    @markers.aws.validated
+    @markers.requires_in_process  # we're monkeypatching the handler chain
+    @markers.snapshot.skip_snapshot_verify(
+        # missing from `HeadBucket` call
+        paths=["$..AccessPointAlias"],
+    )
+    def test_create_bucket_aws_global(
+        self,
+        aws_client_factory,
+        cleanups,
+        aws_client,
+        snapshot,
+        aws_http_client_factory,
+        monkeypatch,
+    ):
+        """
+        Some tools use the `aws-global` region instead of `us-east-1` when no region are defined. It is considered
+        a valid region by Botocore too when creating the client, as it is a pseudo-region used for endpoint resolving.
+        The client is however supposed to then use `us-east-1` to sign the request, not `aws-global`.
+        Using `aws-global` to sign the request results in an error in AWS.
+        It seems some tools like the Go SDK used by Terraform might have the wrong logic, and skip the part where
+        they are supposed to sign with `us-east-1` if you override the endpoint url and skip the endpoint
+        resolving part, which is how we end up with those kind of requests.
+        """
+        # we need to patch the `DefaultRegionRewriterStrategy` as it wil replace `aws-global` by `us-east-1`, which
+        # is its default region
+        from localstack.aws.handlers.region import DefaultRegionRewriterStrategy
+
+        monkeypatch.setattr(DefaultRegionRewriterStrategy, "apply", lambda *_, **__: None)
+
+        global_region = "aws-global"
+        bucket_prefix = f"global-bucket-{short_uid()}"
+        bucket_name_1 = f"{bucket_prefix}-{short_uid()}"
+        headers = {"x-amz-content-sha256": "UNSIGNED-PAYLOAD"}
+
+        snapshot.add_transformers_list(
+            [
+                snapshot.transform.regex(bucket_name_1, "<bucket-name-1>"),
+                snapshot.transform.regex(bucket_prefix, "<bucket-prefix>"),
+                snapshot.transform.regex(AWS_REGION_US_EAST_1, "<us_east_1_region>"),
+                snapshot.transform.key_value("DisplayName"),
+                snapshot.transform.key_value("ID"),
+                snapshot.transform.key_value("HostId"),
+                snapshot.transform.key_value("RequestId"),
+            ]
+        )
+        http_client = aws_http_client_factory(
+            service="s3", signer_factory=SigV4Auth, region=global_region
+        )
+        # use the global endpoint with no region
+        base_endpoint = _endpoint_url(region=AWS_REGION_US_EAST_1)
+        response = http_client.put(f"{base_endpoint}/{bucket_name_1}", headers=headers)
+        if response.ok:
+            # we still clean up even if we expect it to fail, just in case it doesn't fail in AWS
+            cleanups.append(lambda: aws_client.s3.delete_bucket(Bucket=bucket_name_1))
+
+        assert response.status_code == 400
+        xml_error = xmltodict.parse(response.content)
+        snapshot.match("xml-error-create-bucket", xml_error)
+
+        # botocore is automatically signing the request with `us-east-1`, so we don't have issues
+        s3_client = aws_client_factory(region_name=global_region).s3
+        create_bucket = s3_client.create_bucket(Bucket=bucket_name_1)
+        cleanups.append(lambda: aws_client.s3.delete_bucket(Bucket=bucket_name_1))
+        snapshot.match("create-bucket-global", create_bucket)
+
+        head_bucket = s3_client.head_bucket(Bucket=bucket_name_1)
+        snapshot.match("head-bucket-global", head_bucket)
+
+        get_location_1 = aws_client.s3.get_bucket_location(Bucket=bucket_name_1)
+        # verify that the bucket 1 is created in `us-east-1`
+        snapshot.match("get-location-1", get_location_1)
+
+        list_buckets_per_region = aws_client.s3.list_buckets(
+            BucketRegion=AWS_REGION_US_EAST_1, Prefix=bucket_prefix
+        )
+        snapshot.match("list-buckets", list_buckets_per_region)
+
+        # test that HeadBucket also raises an exception
+        head_response = http_client.head(f"{base_endpoint}/{bucket_name_1}", headers=headers)
+
+        assert head_response.status_code == 400
+        assert not head_response.content
+
     @markers.aws.validated
     def test_bucket_does_not_exist(self, s3_vhost_client, snapshot, aws_client):
         snapshot.add_transformer(snapshot.transform.s3_api())
diff --git a/tests/aws/services/s3/test_s3.snapshot.json b/tests/aws/services/s3/test_s3.snapshot.json
index 6738070d038df..6ee1e63e01c05 100644
--- a/tests/aws/services/s3/test_s3.snapshot.json
+++ b/tests/aws/services/s3/test_s3.snapshot.json
@@ -18281,5 +18281,59 @@
         }
       }
     }
+  },
+  "tests/aws/services/s3/test_s3.py::TestS3::test_create_bucket_aws_global": {
+    "recorded-date": "13-10-2025, 14:05:41",
+    "recorded-content": {
+      "xml-error-create-bucket": {
+        "Error": {
+          "Code": "AuthorizationHeaderMalformed",
+          "HostId": "<host-id:1>",
+          "Message": "The authorization header is malformed; the region 'aws-global' is wrong; expecting '<us_east_1_region>'",
+          "Region": "<us_east_1_region>",
+          "RequestId": "<request-id:1>"
+        }
+      },
+      "create-bucket-global": {
+        "Location": "/<bucket-name-1>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "head-bucket-global": {
+        "AccessPointAlias": false,
+        "BucketRegion": "<us_east_1_region>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "get-location-1": {
+        "LocationConstraint": null,
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "list-buckets": {
+        "Buckets": [
+          {
+            "BucketRegion": "<us_east_1_region>",
+            "CreationDate": "datetime",
+            "Name": "<bucket-name-1>"
+          }
+        ],
+        "Owner": {
+          "DisplayName": "<display-name:1>",
+          "ID": "<i-d:1>"
+        },
+        "Prefix": "<bucket-prefix>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/s3/test_s3.validation.json b/tests/aws/services/s3/test_s3.validation.json
index 2515de0643734..1b11336d85254 100644
--- a/tests/aws/services/s3/test_s3.validation.json
+++ b/tests/aws/services/s3/test_s3.validation.json
@@ -29,6 +29,15 @@
   "tests/aws/services/s3/test_s3.py::TestS3::test_copy_object_special_character_plus_for_space": {
     "last_validated_date": "2025-01-21T18:27:03+00:00"
   },
+  "tests/aws/services/s3/test_s3.py::TestS3::test_create_bucket_aws_global": {
+    "last_validated_date": "2025-10-13T14:05:41+00:00",
+    "durations_in_seconds": {
+      "setup": 0.46,
+      "call": 1.74,
+      "teardown": 0.51,
+      "total": 2.71
+    }
+  },
   "tests/aws/services/s3/test_s3.py::TestS3::test_create_bucket_head_bucket": {
     "last_validated_date": "2025-01-21T18:34:17+00:00"
   },

From 395f3632a150deb6a26dd5988c9a466ddedbbe75 Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Wed, 15 Oct 2025 00:19:47 +0200
Subject: [PATCH 303/697] DynamoDB: fix snapshot skip for MA/MR global table
 (#13270)

---
 tests/aws/services/cloudformation/resources/test_dynamodb.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/tests/aws/services/cloudformation/resources/test_dynamodb.py b/tests/aws/services/cloudformation/resources/test_dynamodb.py
index 3b82b836bfb69..62d35f8212f99 100644
--- a/tests/aws/services/cloudformation/resources/test_dynamodb.py
+++ b/tests/aws/services/cloudformation/resources/test_dynamodb.py
@@ -116,6 +116,7 @@ def test_billing_mode_as_conditional(deploy_cfn_template, snapshot, aws_client,
     paths=[
         "$..Table.ProvisionedThroughput.LastDecreaseDateTime",
         "$..Table.ProvisionedThroughput.LastIncreaseDateTime",
+        "$..Table.Replicas",
     ]
 )
 def test_global_table(deploy_cfn_template, snapshot, aws_client):

From 814a5970a9379eb3c82d9ee2bfdaf8f83badcdf9 Mon Sep 17 00:00:00 2001
From: Nikos <nikos.michas@localstack.cloud>
Date: Wed, 15 Oct 2025 16:50:15 +0300
Subject: [PATCH 304/697] Logs: harden dict view iterations (#13272)

---
 localstack-core/localstack/services/logs/provider.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/localstack-core/localstack/services/logs/provider.py b/localstack-core/localstack/services/logs/provider.py
index b77bc646a3dfd..94d2cca1791aa 100644
--- a/localstack-core/localstack/services/logs/provider.py
+++ b/localstack-core/localstack/services/logs/provider.py
@@ -105,7 +105,7 @@ def describe_log_groups(
                 "LogGroup name prefix and LogGroup name pattern are mutually exclusive parameters."
             )
 
-        copy_groups = copy.deepcopy(region_backend.groups)
+        copy_groups = copy.deepcopy(dict(region_backend.groups))
 
         groups = [
             group.to_describe_dict()

From 76c6c861cfd08179d478b147dd4f70a8df57729d Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Wed, 15 Oct 2025 16:08:20 +0200
Subject: [PATCH 305/697] Events: fix anything-but with null values (#13268)

---
 .../services/events/event_rule_engine.py      |   44 +-
 ...hing_but_ignorecase_list_missing_NEG.json5 |   17 +
 ...nt_anything_but_ignorecase_list_null.json5 |   19 +
 ..._anything_but_ignorecase_missing_NEG.json5 |   17 +
 ...content_anything_but_ignorecase_null.json5 |   19 +
 ...anything_but_string_list_missing_NEG.json5 |   17 +
 ...ontent_anything_but_string_list_null.json5 |   19 +
 ...ything_but_string_list_null_type_EXC.json5 |   19 +
 ...tent_anything_but_string_missing_NEG.json5 |   17 +
 ...nt_anything_but_string_null_type_EXC.json5 |   19 +
 .../content_anything_prefix_int_value.json5   |   19 +
 .../content_anything_prefix_list_int.json5    |   19 +
 ...ent_anything_prefix_list_missing_NEG.json5 |   17 +
 .../content_anything_prefix_list_null.json5   |   19 +
 .../content_anything_prefix_missing_NEG.json5 |   17 +
 .../content_anything_prefix_null.json5        |   19 +
 ...ent_anything_suffix_list_missing_NEG.json5 |   17 +
 .../content_anything_suffix_list_null.json5   |   19 +
 ...t_anything_suffix_list_null_type_EXC.json5 |   19 +
 .../content_anything_suffix_missing_NEG.json5 |   17 +
 .../content_anything_suffix_null.json5        |   19 +
 .../content_anything_wildcard_int.json5       |   19 +
 ...t_anything_wildcard_list_missing_NEG.json5 |   17 +
 .../content_anything_wildcard_list_null.json5 |   19 +
 ...ontent_anything_wildcard_missing_NEG.json5 |   17 +
 .../content_anything_wildcard_null.json5      |   19 +
 .../content_ip_address_bad_type_NEG.json5     |   19 +
 .../events/test_events_patterns.snapshot.json |  407 ++++--
 .../test_events_patterns.validation.json      | 1266 +++++++++++++++--
 29 files changed, 1920 insertions(+), 271 deletions(-)
 create mode 100644 tests/aws/services/events/event_pattern_templates/content_anything_but_ignorecase_list_missing_NEG.json5
 create mode 100644 tests/aws/services/events/event_pattern_templates/content_anything_but_ignorecase_list_null.json5
 create mode 100644 tests/aws/services/events/event_pattern_templates/content_anything_but_ignorecase_missing_NEG.json5
 create mode 100644 tests/aws/services/events/event_pattern_templates/content_anything_but_ignorecase_null.json5
 create mode 100644 tests/aws/services/events/event_pattern_templates/content_anything_but_string_list_missing_NEG.json5
 create mode 100644 tests/aws/services/events/event_pattern_templates/content_anything_but_string_list_null.json5
 create mode 100644 tests/aws/services/events/event_pattern_templates/content_anything_but_string_list_null_type_EXC.json5
 create mode 100644 tests/aws/services/events/event_pattern_templates/content_anything_but_string_missing_NEG.json5
 create mode 100644 tests/aws/services/events/event_pattern_templates/content_anything_but_string_null_type_EXC.json5
 create mode 100644 tests/aws/services/events/event_pattern_templates/content_anything_prefix_int_value.json5
 create mode 100644 tests/aws/services/events/event_pattern_templates/content_anything_prefix_list_int.json5
 create mode 100644 tests/aws/services/events/event_pattern_templates/content_anything_prefix_list_missing_NEG.json5
 create mode 100644 tests/aws/services/events/event_pattern_templates/content_anything_prefix_list_null.json5
 create mode 100644 tests/aws/services/events/event_pattern_templates/content_anything_prefix_missing_NEG.json5
 create mode 100644 tests/aws/services/events/event_pattern_templates/content_anything_prefix_null.json5
 create mode 100644 tests/aws/services/events/event_pattern_templates/content_anything_suffix_list_missing_NEG.json5
 create mode 100644 tests/aws/services/events/event_pattern_templates/content_anything_suffix_list_null.json5
 create mode 100644 tests/aws/services/events/event_pattern_templates/content_anything_suffix_list_null_type_EXC.json5
 create mode 100644 tests/aws/services/events/event_pattern_templates/content_anything_suffix_missing_NEG.json5
 create mode 100644 tests/aws/services/events/event_pattern_templates/content_anything_suffix_null.json5
 create mode 100644 tests/aws/services/events/event_pattern_templates/content_anything_wildcard_int.json5
 create mode 100644 tests/aws/services/events/event_pattern_templates/content_anything_wildcard_list_missing_NEG.json5
 create mode 100644 tests/aws/services/events/event_pattern_templates/content_anything_wildcard_list_null.json5
 create mode 100644 tests/aws/services/events/event_pattern_templates/content_anything_wildcard_missing_NEG.json5
 create mode 100644 tests/aws/services/events/event_pattern_templates/content_anything_wildcard_null.json5
 create mode 100644 tests/aws/services/events/event_pattern_templates/content_ip_address_bad_type_NEG.json5

diff --git a/localstack-core/localstack/services/events/event_rule_engine.py b/localstack-core/localstack/services/events/event_rule_engine.py
index a1af9a9cdb339..0014e933d76f6 100644
--- a/localstack-core/localstack/services/events/event_rule_engine.py
+++ b/localstack-core/localstack/services/events/event_rule_engine.py
@@ -59,14 +59,21 @@ def _evaluate_nested_event_pattern_on_dict(self, event_pattern, payload: dict) -
             for flat_pattern in flat_pattern_conditions
         )
 
-    def _evaluate_condition(self, value, condition, field_exists: bool):
+    def _evaluate_condition(self, value: t.Any, condition: t.Any, field_exists: bool) -> bool:
         if not isinstance(condition, dict):
             return field_exists and value == condition
+
         elif (must_exist := condition.get("exists")) is not None:
             # if must_exists is True then field_exists must be True
             # if must_exists is False then fields_exists must be False
             return must_exist == field_exists
+
         elif (anything_but := condition.get("anything-but")) is not None:
+            if not field_exists:
+                # anything-but can handle None `value`, but it needs to differentiate between user-set `null` and
+                # missing value
+                return False
+
             if isinstance(anything_but, dict):
                 if (not_condition := anything_but.get("prefix")) is not None:
                     predicate = self._evaluate_prefix
@@ -95,6 +102,7 @@ def _evaluate_condition(self, value, condition, field_exists: bool):
         elif value is None:
             # the remaining conditions require the value to not be None
             return False
+
         elif (prefix := condition.get("prefix")) is not None:
             if isinstance(prefix, dict):
                 if (prefix_equal_ignore_case := prefix.get("equals-ignore-case")) is not None:
@@ -104,7 +112,7 @@ def _evaluate_condition(self, value, condition, field_exists: bool):
 
         elif (suffix := condition.get("suffix")) is not None:
             if isinstance(suffix, dict):
-                if suffix_equal_ignore_case := suffix.get("equals-ignore-case"):
+                if (suffix_equal_ignore_case := suffix.get("equals-ignore-case")) is not None:
                     return self._evaluate_suffix(suffix_equal_ignore_case.lower(), value.lower())
             else:
                 return self._evaluate_suffix(suffix, value)
@@ -126,19 +134,19 @@ def _evaluate_condition(self, value, condition, field_exists: bool):
         return False
 
     @staticmethod
-    def _evaluate_prefix(condition: str | list, value: str) -> bool:
-        return value.startswith(condition)
+    def _evaluate_prefix(condition: str | list, value: t.Any) -> bool:
+        return isinstance(value, str) and value.startswith(condition)
 
     @staticmethod
-    def _evaluate_suffix(condition: str | list, value: str) -> bool:
-        return value.endswith(condition)
+    def _evaluate_suffix(condition: str | list, value: t.Any) -> bool:
+        return isinstance(value, str) and value.endswith(condition)
 
     @staticmethod
-    def _evaluate_equal_ignore_case(condition: str, value: str) -> bool:
-        return condition.lower() == value.lower()
+    def _evaluate_equal_ignore_case(condition: str, value: t.Any) -> bool:
+        return isinstance(value, str) and condition.lower() == value.lower()
 
     @staticmethod
-    def _evaluate_cidr(condition: str, value: str) -> bool:
+    def _evaluate_cidr(condition: str, value: t.Any) -> bool:
         try:
             ip = ipaddress.ip_address(value)
             return ip in ipaddress.ip_network(condition)
@@ -146,8 +154,10 @@ def _evaluate_cidr(condition: str, value: str) -> bool:
             return False
 
     @staticmethod
-    def _evaluate_wildcard(condition: str, value: str) -> bool:
-        return bool(re.match(re.escape(condition).replace("\\*", ".+") + "$", value))
+    def _evaluate_wildcard(condition: str, value: t.Any) -> bool:
+        return isinstance(value, str) and bool(
+            re.match(re.escape(condition).replace("\\*", ".+") + "$", value)
+        )
 
     @staticmethod
     def _evaluate_numeric_condition(conditions: list, value: t.Any) -> bool:
@@ -457,10 +467,18 @@ def _validate_rule(self, rule: t.Any, from_: str | None = None) -> None:
                     return
 
                 elif operator == "anything-but":
-                    # anything-but can actually contain any kind of simple rule (str, number, and list)
+                    # anything-but can actually contain any kind of simple rule (str, number, and list) except Null
+                    if value is None:
+                        raise InvalidEventPatternException(
+                            f"{self.error_prefix}Value of anything-but must be an array or single string/number value."
+                        )
                     if isinstance(value, list):
                         for v in value:
-                            self._validate_rule(v)
+                            if v is None:
+                                raise InvalidEventPatternException(
+                                    f"{self.error_prefix}Inside anything but list, start|null|boolean is not supported."
+                                )
+                            self._validate_rule(v, from_="anything-but")
 
                         return
 
diff --git a/tests/aws/services/events/event_pattern_templates/content_anything_but_ignorecase_list_missing_NEG.json5 b/tests/aws/services/events/event_pattern_templates/content_anything_but_ignorecase_list_missing_NEG.json5
new file mode 100644
index 0000000000000..bfcefe970b6e8
--- /dev/null
+++ b/tests/aws/services/events/event_pattern_templates/content_anything_but_ignorecase_list_missing_NEG.json5
@@ -0,0 +1,17 @@
+// Based on https://docs.aws.amazon.com/eventbridge/latest/userguide/eb-event-patterns-content-based-filtering.html#eb-filtering-anything-but
+{
+  "Event": {
+    "id": "1",
+    "source": "test-source",
+    "detail-type": "test-detail-type",
+    "account": "123456789012",
+    "region": "us-east-2",
+    "time": "2022-07-13T13:48:01Z",
+    "detail": {}
+  },
+  "EventPattern": {
+    "detail": {
+      "state" : [{ "anything-but": { "equals-ignore-case": ["initializing", "stopped"] }}]
+    }
+  }
+}
diff --git a/tests/aws/services/events/event_pattern_templates/content_anything_but_ignorecase_list_null.json5 b/tests/aws/services/events/event_pattern_templates/content_anything_but_ignorecase_list_null.json5
new file mode 100644
index 0000000000000..1ad070e089648
--- /dev/null
+++ b/tests/aws/services/events/event_pattern_templates/content_anything_but_ignorecase_list_null.json5
@@ -0,0 +1,19 @@
+// Based on https://docs.aws.amazon.com/eventbridge/latest/userguide/eb-event-patterns-content-based-filtering.html#eb-filtering-anything-but
+{
+  "Event": {
+    "id": "1",
+    "source": "test-source",
+    "detail-type": "test-detail-type",
+    "account": "123456789012",
+    "region": "us-east-2",
+    "time": "2022-07-13T13:48:01Z",
+    "detail": {
+      "state": null
+    }
+  },
+  "EventPattern": {
+    "detail": {
+      "state" : [{ "anything-but": { "equals-ignore-case": ["initializing", "stopped"] }}]
+    }
+  }
+}
diff --git a/tests/aws/services/events/event_pattern_templates/content_anything_but_ignorecase_missing_NEG.json5 b/tests/aws/services/events/event_pattern_templates/content_anything_but_ignorecase_missing_NEG.json5
new file mode 100644
index 0000000000000..de4dd8683bbb4
--- /dev/null
+++ b/tests/aws/services/events/event_pattern_templates/content_anything_but_ignorecase_missing_NEG.json5
@@ -0,0 +1,17 @@
+// Based on https://docs.aws.amazon.com/eventbridge/latest/userguide/eb-event-patterns-content-based-filtering.html#eb-filtering-anything-but
+{
+  "Event": {
+    "id": "1",
+    "source": "test-source",
+    "detail-type": "test-detail-type",
+    "account": "123456789012",
+    "region": "us-east-2",
+    "time": "2022-07-13T13:48:01Z",
+    "detail": {}
+  },
+  "EventPattern": {
+    "detail": {
+      "state" : [{ "anything-but": { "equals-ignore-case": "initializing" }}]
+    }
+  }
+}
diff --git a/tests/aws/services/events/event_pattern_templates/content_anything_but_ignorecase_null.json5 b/tests/aws/services/events/event_pattern_templates/content_anything_but_ignorecase_null.json5
new file mode 100644
index 0000000000000..1767b0a6fff44
--- /dev/null
+++ b/tests/aws/services/events/event_pattern_templates/content_anything_but_ignorecase_null.json5
@@ -0,0 +1,19 @@
+// Based on https://docs.aws.amazon.com/eventbridge/latest/userguide/eb-event-patterns-content-based-filtering.html#eb-filtering-anything-but
+{
+  "Event": {
+    "id": "1",
+    "source": "test-source",
+    "detail-type": "test-detail-type",
+    "account": "123456789012",
+    "region": "us-east-2",
+    "time": "2022-07-13T13:48:01Z",
+    "detail": {
+      "state": null
+    }
+  },
+  "EventPattern": {
+    "detail": {
+      "state" : [{ "anything-but": { "equals-ignore-case": "initializing" }}]
+    }
+  }
+}
diff --git a/tests/aws/services/events/event_pattern_templates/content_anything_but_string_list_missing_NEG.json5 b/tests/aws/services/events/event_pattern_templates/content_anything_but_string_list_missing_NEG.json5
new file mode 100644
index 0000000000000..f0801cb59d4ab
--- /dev/null
+++ b/tests/aws/services/events/event_pattern_templates/content_anything_but_string_list_missing_NEG.json5
@@ -0,0 +1,17 @@
+// Based on https://docs.aws.amazon.com/eventbridge/latest/userguide/eb-event-patterns-content-based-filtering.html#eb-filtering-anything-but
+{
+  "Event": {
+    "id": "1",
+    "source": "test-source",
+    "detail-type": "test-detail-type",
+    "account": "123456789012",
+    "region": "us-east-2",
+    "time": "2022-07-13T13:48:01Z",
+    "detail": {}
+  },
+  "EventPattern": {
+    "detail": {
+      "state": [ { "anything-but": [ "stopped", "overloaded" ] } ]
+    }
+  }
+}
diff --git a/tests/aws/services/events/event_pattern_templates/content_anything_but_string_list_null.json5 b/tests/aws/services/events/event_pattern_templates/content_anything_but_string_list_null.json5
new file mode 100644
index 0000000000000..a0267aa546757
--- /dev/null
+++ b/tests/aws/services/events/event_pattern_templates/content_anything_but_string_list_null.json5
@@ -0,0 +1,19 @@
+// Based on https://docs.aws.amazon.com/eventbridge/latest/userguide/eb-event-patterns-content-based-filtering.html#eb-filtering-anything-but
+{
+  "Event": {
+    "id": "1",
+    "source": "test-source",
+    "detail-type": "test-detail-type",
+    "account": "123456789012",
+    "region": "us-east-2",
+    "time": "2022-07-13T13:48:01Z",
+    "detail": {
+      "state": null
+    }
+  },
+  "EventPattern": {
+    "detail": {
+      "state": [ { "anything-but": [ "stopped", "running" ] } ]
+    }
+  }
+}
diff --git a/tests/aws/services/events/event_pattern_templates/content_anything_but_string_list_null_type_EXC.json5 b/tests/aws/services/events/event_pattern_templates/content_anything_but_string_list_null_type_EXC.json5
new file mode 100644
index 0000000000000..3bbef69085000
--- /dev/null
+++ b/tests/aws/services/events/event_pattern_templates/content_anything_but_string_list_null_type_EXC.json5
@@ -0,0 +1,19 @@
+// Based on https://docs.aws.amazon.com/eventbridge/latest/userguide/eb-event-patterns-content-based-filtering.html#eb-filtering-anything-but
+{
+  "Event": {
+    "id": "1",
+    "source": "test-source",
+    "detail-type": "test-detail-type",
+    "account": "123456789012",
+    "region": "us-east-2",
+    "time": "2022-07-13T13:48:01Z",
+    "detail": {
+      "state": "pending"
+    }
+  },
+  "EventPattern": {
+    "detail": {
+      "state": [ { "anything-but": [ "stopped", null ] } ]
+    }
+  }
+}
diff --git a/tests/aws/services/events/event_pattern_templates/content_anything_but_string_missing_NEG.json5 b/tests/aws/services/events/event_pattern_templates/content_anything_but_string_missing_NEG.json5
new file mode 100644
index 0000000000000..f9c051678cfe0
--- /dev/null
+++ b/tests/aws/services/events/event_pattern_templates/content_anything_but_string_missing_NEG.json5
@@ -0,0 +1,17 @@
+// Based on https://docs.aws.amazon.com/eventbridge/latest/userguide/eb-event-patterns-content-based-filtering.html#eb-filtering-anything-but
+{
+  "Event": {
+    "id": "1",
+    "source": "test-source",
+    "detail-type": "test-detail-type",
+    "account": "123456789012",
+    "region": "us-east-2",
+    "time": "2022-07-13T13:48:01Z",
+    "detail": {}
+  },
+  "EventPattern": {
+    "detail": {
+      "state": [ { "anything-but": "initializing" } ]
+    }
+  }
+}
diff --git a/tests/aws/services/events/event_pattern_templates/content_anything_but_string_null_type_EXC.json5 b/tests/aws/services/events/event_pattern_templates/content_anything_but_string_null_type_EXC.json5
new file mode 100644
index 0000000000000..5445373362fae
--- /dev/null
+++ b/tests/aws/services/events/event_pattern_templates/content_anything_but_string_null_type_EXC.json5
@@ -0,0 +1,19 @@
+// Based on https://docs.aws.amazon.com/eventbridge/latest/userguide/eb-event-patterns-content-based-filtering.html#eb-filtering-anything-but
+{
+  "Event": {
+    "id": "1",
+    "source": "test-source",
+    "detail-type": "test-detail-type",
+    "account": "123456789012",
+    "region": "us-east-2",
+    "time": "2022-07-13T13:48:01Z",
+    "detail": {
+      "state": null
+    }
+  },
+  "EventPattern": {
+    "detail": {
+      "state": [ { "anything-but": null } ]
+    }
+  }
+}
diff --git a/tests/aws/services/events/event_pattern_templates/content_anything_prefix_int_value.json5 b/tests/aws/services/events/event_pattern_templates/content_anything_prefix_int_value.json5
new file mode 100644
index 0000000000000..98c949e5d6efb
--- /dev/null
+++ b/tests/aws/services/events/event_pattern_templates/content_anything_prefix_int_value.json5
@@ -0,0 +1,19 @@
+// Based on https://docs.aws.amazon.com/eventbridge/latest/userguide/eb-event-patterns-content-based-filtering.html#eb-filtering-anything-but
+{
+  "Event": {
+    "id": "1",
+    "source": "test-source",
+    "detail-type": "test-detail-type",
+    "account": "123456789012",
+    "region": "us-east-2",
+    "time": "2022-07-13T13:48:01Z",
+    "detail": {
+      "state": 12
+    }
+  },
+  "EventPattern": {
+    "detail": {
+      "state": [ { "anything-but": { "prefix": "init" } } ]
+    }
+  }
+}
diff --git a/tests/aws/services/events/event_pattern_templates/content_anything_prefix_list_int.json5 b/tests/aws/services/events/event_pattern_templates/content_anything_prefix_list_int.json5
new file mode 100644
index 0000000000000..dfc91d45784d0
--- /dev/null
+++ b/tests/aws/services/events/event_pattern_templates/content_anything_prefix_list_int.json5
@@ -0,0 +1,19 @@
+// Based on https://docs.aws.amazon.com/eventbridge/latest/userguide/eb-event-patterns-content-based-filtering.html#eb-filtering-anything-but
+{
+  "Event": {
+    "id": "1",
+    "source": "test-source",
+    "detail-type": "test-detail-type",
+    "account": "123456789012",
+    "region": "us-east-2",
+    "time": "2022-07-13T13:48:01Z",
+    "detail": {
+      "state": 12
+    }
+  },
+  "EventPattern": {
+    "detail": {
+      "state": [ { "anything-but": { "prefix": ["init", "test"] } } ]
+    }
+  }
+}
diff --git a/tests/aws/services/events/event_pattern_templates/content_anything_prefix_list_missing_NEG.json5 b/tests/aws/services/events/event_pattern_templates/content_anything_prefix_list_missing_NEG.json5
new file mode 100644
index 0000000000000..89d953c3cf0d1
--- /dev/null
+++ b/tests/aws/services/events/event_pattern_templates/content_anything_prefix_list_missing_NEG.json5
@@ -0,0 +1,17 @@
+// Based on https://docs.aws.amazon.com/eventbridge/latest/userguide/eb-event-patterns-content-based-filtering.html#eb-filtering-anything-but
+{
+  "Event": {
+    "id": "1",
+    "source": "test-source",
+    "detail-type": "test-detail-type",
+    "account": "123456789012",
+    "region": "us-east-2",
+    "time": "2022-07-13T13:48:01Z",
+    "detail": {}
+  },
+  "EventPattern": {
+    "detail": {
+      "state": [ { "anything-but": { "prefix": ["init", "post"] } } ]
+    }
+  }
+}
diff --git a/tests/aws/services/events/event_pattern_templates/content_anything_prefix_list_null.json5 b/tests/aws/services/events/event_pattern_templates/content_anything_prefix_list_null.json5
new file mode 100644
index 0000000000000..38269ae490e32
--- /dev/null
+++ b/tests/aws/services/events/event_pattern_templates/content_anything_prefix_list_null.json5
@@ -0,0 +1,19 @@
+// Based on https://docs.aws.amazon.com/eventbridge/latest/userguide/eb-event-patterns-content-based-filtering.html#eb-filtering-anything-but
+{
+  "Event": {
+    "id": "1",
+    "source": "test-source",
+    "detail-type": "test-detail-type",
+    "account": "123456789012",
+    "region": "us-east-2",
+    "time": "2022-07-13T13:48:01Z",
+    "detail": {
+      "state": null
+    }
+  },
+  "EventPattern": {
+    "detail": {
+      "state": [ { "anything-but": { "prefix": ["init", "test"] } } ]
+    }
+  }
+}
diff --git a/tests/aws/services/events/event_pattern_templates/content_anything_prefix_missing_NEG.json5 b/tests/aws/services/events/event_pattern_templates/content_anything_prefix_missing_NEG.json5
new file mode 100644
index 0000000000000..5495b5b2d9642
--- /dev/null
+++ b/tests/aws/services/events/event_pattern_templates/content_anything_prefix_missing_NEG.json5
@@ -0,0 +1,17 @@
+// Based on https://docs.aws.amazon.com/eventbridge/latest/userguide/eb-event-patterns-content-based-filtering.html#eb-filtering-anything-but
+{
+  "Event": {
+    "id": "1",
+    "source": "test-source",
+    "detail-type": "test-detail-type",
+    "account": "123456789012",
+    "region": "us-east-2",
+    "time": "2022-07-13T13:48:01Z",
+    "detail": {}
+  },
+  "EventPattern": {
+    "detail": {
+      "state": [ { "anything-but": { "prefix": "init" } } ]
+    }
+  }
+}
diff --git a/tests/aws/services/events/event_pattern_templates/content_anything_prefix_null.json5 b/tests/aws/services/events/event_pattern_templates/content_anything_prefix_null.json5
new file mode 100644
index 0000000000000..5e6eac0e8522c
--- /dev/null
+++ b/tests/aws/services/events/event_pattern_templates/content_anything_prefix_null.json5
@@ -0,0 +1,19 @@
+// Based on https://docs.aws.amazon.com/eventbridge/latest/userguide/eb-event-patterns-content-based-filtering.html#eb-filtering-anything-but
+{
+  "Event": {
+    "id": "1",
+    "source": "test-source",
+    "detail-type": "test-detail-type",
+    "account": "123456789012",
+    "region": "us-east-2",
+    "time": "2022-07-13T13:48:01Z",
+    "detail": {
+      "state": null
+    }
+  },
+  "EventPattern": {
+    "detail": {
+      "state": [ { "anything-but": { "prefix": "init" } } ]
+    }
+  }
+}
diff --git a/tests/aws/services/events/event_pattern_templates/content_anything_suffix_list_missing_NEG.json5 b/tests/aws/services/events/event_pattern_templates/content_anything_suffix_list_missing_NEG.json5
new file mode 100644
index 0000000000000..a1d44c76c52cd
--- /dev/null
+++ b/tests/aws/services/events/event_pattern_templates/content_anything_suffix_list_missing_NEG.json5
@@ -0,0 +1,17 @@
+// Based on https://docs.aws.amazon.com/eventbridge/latest/userguide/eb-event-patterns-content-based-filtering.html#eb-filtering-anything-but
+{
+  "Event": {
+    "id": "1",
+    "source": "test-source",
+    "detail-type": "test-detail-type",
+    "account": "123456789012",
+    "region": "us-east-2",
+    "time": "2022-07-13T13:48:01Z",
+    "detail": {}
+  },
+  "EventPattern": {
+    "detail": {
+      "FileName": [ { "anything-but": { "suffix": [".txt", ".jpg"] } } ]
+    }
+  }
+}
diff --git a/tests/aws/services/events/event_pattern_templates/content_anything_suffix_list_null.json5 b/tests/aws/services/events/event_pattern_templates/content_anything_suffix_list_null.json5
new file mode 100644
index 0000000000000..ebd6b6c1f16f3
--- /dev/null
+++ b/tests/aws/services/events/event_pattern_templates/content_anything_suffix_list_null.json5
@@ -0,0 +1,19 @@
+// Based on https://docs.aws.amazon.com/eventbridge/latest/userguide/eb-event-patterns-content-based-filtering.html#eb-filtering-anything-but
+{
+  "Event": {
+    "id": "1",
+    "source": "test-source",
+    "detail-type": "test-detail-type",
+    "account": "123456789012",
+    "region": "us-east-2",
+    "time": "2022-07-13T13:48:01Z",
+    "detail": {
+      "FileName": null
+    }
+  },
+  "EventPattern": {
+    "detail": {
+      "FileName": [ { "anything-but": { "suffix": [".txt", ".jpg"] } } ]
+    }
+  }
+}
diff --git a/tests/aws/services/events/event_pattern_templates/content_anything_suffix_list_null_type_EXC.json5 b/tests/aws/services/events/event_pattern_templates/content_anything_suffix_list_null_type_EXC.json5
new file mode 100644
index 0000000000000..70c01f5e1c6ae
--- /dev/null
+++ b/tests/aws/services/events/event_pattern_templates/content_anything_suffix_list_null_type_EXC.json5
@@ -0,0 +1,19 @@
+// Based on https://docs.aws.amazon.com/eventbridge/latest/userguide/eb-event-patterns-content-based-filtering.html#eb-filtering-anything-but
+{
+  "Event": {
+    "id": "1",
+    "source": "test-source",
+    "detail-type": "test-detail-type",
+    "account": "123456789012",
+    "region": "us-east-2",
+    "time": "2022-07-13T13:48:01Z",
+    "detail": {
+      "FileName": "file.txt.bak"
+    }
+  },
+  "EventPattern": {
+    "detail": {
+      "FileName": [ { "anything-but": { "suffix": [null, ".txt"] } } ]
+    }
+  }
+}
diff --git a/tests/aws/services/events/event_pattern_templates/content_anything_suffix_missing_NEG.json5 b/tests/aws/services/events/event_pattern_templates/content_anything_suffix_missing_NEG.json5
new file mode 100644
index 0000000000000..0b250afca0b84
--- /dev/null
+++ b/tests/aws/services/events/event_pattern_templates/content_anything_suffix_missing_NEG.json5
@@ -0,0 +1,17 @@
+// Based on https://docs.aws.amazon.com/eventbridge/latest/userguide/eb-event-patterns-content-based-filtering.html#eb-filtering-anything-but
+{
+  "Event": {
+    "id": "1",
+    "source": "test-source",
+    "detail-type": "test-detail-type",
+    "account": "123456789012",
+    "region": "us-east-2",
+    "time": "2022-07-13T13:48:01Z",
+    "detail": {}
+  },
+  "EventPattern": {
+    "detail": {
+      "FileName": [ { "anything-but": { "suffix": ".txt" } } ]
+    }
+  }
+}
diff --git a/tests/aws/services/events/event_pattern_templates/content_anything_suffix_null.json5 b/tests/aws/services/events/event_pattern_templates/content_anything_suffix_null.json5
new file mode 100644
index 0000000000000..69cf795fbed84
--- /dev/null
+++ b/tests/aws/services/events/event_pattern_templates/content_anything_suffix_null.json5
@@ -0,0 +1,19 @@
+// Based on https://docs.aws.amazon.com/eventbridge/latest/userguide/eb-event-patterns-content-based-filtering.html#eb-filtering-anything-but
+{
+  "Event": {
+    "id": "1",
+    "source": "test-source",
+    "detail-type": "test-detail-type",
+    "account": "123456789012",
+    "region": "us-east-2",
+    "time": "2022-07-13T13:48:01Z",
+    "detail": {
+      "FileName": null
+    }
+  },
+  "EventPattern": {
+    "detail": {
+      "FileName": [ { "anything-but": { "suffix": ".txt" } } ]
+    }
+  }
+}
diff --git a/tests/aws/services/events/event_pattern_templates/content_anything_wildcard_int.json5 b/tests/aws/services/events/event_pattern_templates/content_anything_wildcard_int.json5
new file mode 100644
index 0000000000000..efc2c6bf92bd8
--- /dev/null
+++ b/tests/aws/services/events/event_pattern_templates/content_anything_wildcard_int.json5
@@ -0,0 +1,19 @@
+// Based on https://docs.aws.amazon.com/eventbridge/latest/userguide/eb-event-patterns-content-based-filtering.html#eb-filtering-anything-but
+{
+  "Event": {
+    "id": "1",
+    "source": "test-source",
+    "detail-type": "test-detail-type",
+    "account": "123456789012",
+    "region": "us-east-2",
+    "time": "2022-07-13T13:48:01Z",
+    "detail": {
+      "FilePath": 123
+    }
+  },
+  "EventPattern": {
+    "detail": {
+      "FilePath": [ { "anything-but": { "wildcard": "*/dir/*" } } ]
+    }
+  }
+}
diff --git a/tests/aws/services/events/event_pattern_templates/content_anything_wildcard_list_missing_NEG.json5 b/tests/aws/services/events/event_pattern_templates/content_anything_wildcard_list_missing_NEG.json5
new file mode 100644
index 0000000000000..4455f194e5e15
--- /dev/null
+++ b/tests/aws/services/events/event_pattern_templates/content_anything_wildcard_list_missing_NEG.json5
@@ -0,0 +1,17 @@
+// Based on https://docs.aws.amazon.com/eventbridge/latest/userguide/eb-event-patterns-content-based-filtering.html#eb-filtering-anything-but
+{
+  "Event": {
+    "id": "1",
+    "source": "test-source",
+    "detail-type": "test-detail-type",
+    "account": "123456789012",
+    "region": "us-east-2",
+    "time": "2022-07-13T13:48:01Z",
+    "detail": {}
+  },
+  "EventPattern": {
+    "detail": {
+      "state": [ { "anything-but": { "wildcard": ["*/init/*", "*/dir/*"] } } ]
+    }
+  }
+}
diff --git a/tests/aws/services/events/event_pattern_templates/content_anything_wildcard_list_null.json5 b/tests/aws/services/events/event_pattern_templates/content_anything_wildcard_list_null.json5
new file mode 100644
index 0000000000000..7c9e91cd5096b
--- /dev/null
+++ b/tests/aws/services/events/event_pattern_templates/content_anything_wildcard_list_null.json5
@@ -0,0 +1,19 @@
+// Based on https://docs.aws.amazon.com/eventbridge/latest/userguide/eb-event-patterns-content-based-filtering.html#eb-filtering-anything-but
+{
+  "Event": {
+    "id": "1",
+    "source": "test-source",
+    "detail-type": "test-detail-type",
+    "account": "123456789012",
+    "region": "us-east-2",
+    "time": "2022-07-13T13:48:01Z",
+    "detail": {
+      "state": null
+    }
+  },
+  "EventPattern": {
+    "detail": {
+      "state": [ { "anything-but": { "wildcard": ["*/init/*", "*/dir/*"] } } ]
+    }
+  }
+}
diff --git a/tests/aws/services/events/event_pattern_templates/content_anything_wildcard_missing_NEG.json5 b/tests/aws/services/events/event_pattern_templates/content_anything_wildcard_missing_NEG.json5
new file mode 100644
index 0000000000000..b03e6dbbb15bd
--- /dev/null
+++ b/tests/aws/services/events/event_pattern_templates/content_anything_wildcard_missing_NEG.json5
@@ -0,0 +1,17 @@
+// Based on https://docs.aws.amazon.com/eventbridge/latest/userguide/eb-event-patterns-content-based-filtering.html#eb-filtering-anything-but
+{
+  "Event": {
+    "id": "1",
+    "source": "test-source",
+    "detail-type": "test-detail-type",
+    "account": "123456789012",
+    "region": "us-east-2",
+    "time": "2022-07-13T13:48:01Z",
+    "detail": {}
+  },
+  "EventPattern": {
+    "detail": {
+      "FilePath": [ { "anything-but": { "wildcard": "*/init/*" } } ]
+    }
+  }
+}
diff --git a/tests/aws/services/events/event_pattern_templates/content_anything_wildcard_null.json5 b/tests/aws/services/events/event_pattern_templates/content_anything_wildcard_null.json5
new file mode 100644
index 0000000000000..606da0a9675b2
--- /dev/null
+++ b/tests/aws/services/events/event_pattern_templates/content_anything_wildcard_null.json5
@@ -0,0 +1,19 @@
+// Based on https://docs.aws.amazon.com/eventbridge/latest/userguide/eb-event-patterns-content-based-filtering.html#eb-filtering-anything-but
+{
+  "Event": {
+    "id": "1",
+    "source": "test-source",
+    "detail-type": "test-detail-type",
+    "account": "123456789012",
+    "region": "us-east-2",
+    "time": "2022-07-13T13:48:01Z",
+    "detail": {
+      "FilePath": null
+    }
+  },
+  "EventPattern": {
+    "detail": {
+      "FilePath": [ { "anything-but": { "wildcard": "*/dir/*" } } ]
+    }
+  }
+}
diff --git a/tests/aws/services/events/event_pattern_templates/content_ip_address_bad_type_NEG.json5 b/tests/aws/services/events/event_pattern_templates/content_ip_address_bad_type_NEG.json5
new file mode 100644
index 0000000000000..0f1dbb8e7fb96
--- /dev/null
+++ b/tests/aws/services/events/event_pattern_templates/content_ip_address_bad_type_NEG.json5
@@ -0,0 +1,19 @@
+// Based on https://docs.aws.amazon.com/eventbridge/latest/userguide/eb-event-patterns-content-based-filtering.html#eb-filtering-ip-matching
+{
+  "Event": {
+    "id": "1",
+    "source": "test-source",
+    "detail-type": "test-detail-type",
+    "account": "123456789012",
+    "region": "us-east-2",
+    "time": "2022-07-13T13:48:01Z",
+    "detail": {
+      "sourceIPAddress": 123
+    }
+  },
+  "EventPattern": {
+    "detail": {
+      "sourceIPAddress": [ { "cidr": "10.0.0.0/24" } ]
+    }
+  }
+}
diff --git a/tests/aws/services/events/test_events_patterns.snapshot.json b/tests/aws/services/events/test_events_patterns.snapshot.json
index 3dbc5cd4f1301..dd25607688d8e 100644
--- a/tests/aws/services/events/test_events_patterns.snapshot.json
+++ b/tests/aws/services/events/test_events_patterns.snapshot.json
@@ -1,22 +1,22 @@
 {
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[content_wildcard_repeating]": {
-    "recorded-date": "22-01-2025, 10:56:14",
+    "recorded-date": "15-10-2025, 13:11:55",
     "recorded-content": {}
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[list_within_dict]": {
-    "recorded-date": "22-01-2025, 10:56:14",
+    "recorded-date": "15-10-2025, 13:11:56",
     "recorded-content": {}
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[content_suffix_NEG]": {
-    "recorded-date": "22-01-2025, 10:56:14",
+    "recorded-date": "15-10-2025, 13:11:56",
     "recorded-content": {}
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[complex_multi_match]": {
-    "recorded-date": "22-01-2025, 10:56:15",
+    "recorded-date": "15-10-2025, 13:11:56",
     "recorded-content": {}
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[int_nolist_EXC]": {
-    "recorded-date": "22-01-2025, 10:56:15",
+    "recorded-date": "15-10-2025, 13:11:56",
     "recorded-content": {
       "int_nolist_EXC": {
         "exception_message": {
@@ -35,39 +35,39 @@
     }
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[arrays]": {
-    "recorded-date": "22-01-2025, 10:56:17",
+    "recorded-date": "15-10-2025, 13:11:58",
     "recorded-content": {}
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[content_wildcard_repeating_NEG]": {
-    "recorded-date": "22-01-2025, 10:56:17",
+    "recorded-date": "15-10-2025, 13:11:59",
     "recorded-content": {}
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[content_anything_but_ignorecase_list_NEG]": {
-    "recorded-date": "22-01-2025, 10:56:17",
+    "recorded-date": "15-10-2025, 13:11:59",
     "recorded-content": {}
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[content_wildcard_simplified]": {
-    "recorded-date": "22-01-2025, 10:56:17",
+    "recorded-date": "15-10-2025, 13:11:59",
     "recorded-content": {}
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[or-exists]": {
-    "recorded-date": "22-01-2025, 10:56:17",
+    "recorded-date": "15-10-2025, 13:11:59",
     "recorded-content": {}
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[content_wildcard_nonrepeating]": {
-    "recorded-date": "22-01-2025, 10:56:17",
+    "recorded-date": "15-10-2025, 13:11:59",
     "recorded-content": {}
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[complex_multi_match_NEG]": {
-    "recorded-date": "22-01-2025, 10:56:18",
+    "recorded-date": "15-10-2025, 13:12:00",
     "recorded-content": {}
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[content_anything_but_string]": {
-    "recorded-date": "22-01-2025, 10:56:18",
+    "recorded-date": "15-10-2025, 13:12:00",
     "recorded-content": {}
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[content_numeric_operatorcasing_EXC]": {
-    "recorded-date": "22-01-2025, 10:56:18",
+    "recorded-date": "15-10-2025, 13:12:01",
     "recorded-content": {
       "content_numeric_operatorcasing_EXC": {
         "exception_message": {
@@ -86,19 +86,19 @@
     }
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[content_anything_but_number_list_NEG]": {
-    "recorded-date": "22-01-2025, 10:56:19",
+    "recorded-date": "15-10-2025, 13:12:01",
     "recorded-content": {}
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[content_ip_address]": {
-    "recorded-date": "22-01-2025, 10:56:19",
+    "recorded-date": "15-10-2025, 13:12:02",
     "recorded-content": {}
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[content_anything_prefix_NEG]": {
-    "recorded-date": "22-01-2025, 10:56:19",
+    "recorded-date": "15-10-2025, 13:12:02",
     "recorded-content": {}
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[string_nolist_EXC]": {
-    "recorded-date": "22-01-2025, 10:56:20",
+    "recorded-date": "15-10-2025, 13:12:02",
     "recorded-content": {
       "string_nolist_EXC": {
         "exception_message": {
@@ -117,27 +117,27 @@
     }
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[exists_dynamodb_NEG]": {
-    "recorded-date": "22-01-2025, 10:56:20",
+    "recorded-date": "15-10-2025, 13:12:03",
     "recorded-content": {}
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[content_anything_but_string_NEG]": {
-    "recorded-date": "22-01-2025, 10:56:20",
+    "recorded-date": "15-10-2025, 13:12:03",
     "recorded-content": {}
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[boolean_NEG]": {
-    "recorded-date": "22-01-2025, 10:56:20",
+    "recorded-date": "15-10-2025, 13:12:03",
     "recorded-content": {}
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[exists_dynamodb]": {
-    "recorded-date": "22-01-2025, 10:56:20",
+    "recorded-date": "15-10-2025, 13:12:03",
     "recorded-content": {}
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[or-exists-parent]": {
-    "recorded-date": "22-01-2025, 10:56:21",
+    "recorded-date": "15-10-2025, 13:12:03",
     "recorded-content": {}
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[arrays_empty_EXC]": {
-    "recorded-date": "22-01-2025, 10:56:21",
+    "recorded-date": "15-10-2025, 13:12:03",
     "recorded-content": {
       "arrays_empty_EXC": {
         "exception_message": {
@@ -156,55 +156,55 @@
     }
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[nested_json_NEG]": {
-    "recorded-date": "22-01-2025, 10:56:21",
+    "recorded-date": "15-10-2025, 13:12:04",
     "recorded-content": {}
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[dot_joining_pattern]": {
-    "recorded-date": "22-01-2025, 10:56:21",
+    "recorded-date": "15-10-2025, 13:12:04",
     "recorded-content": {}
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[operator_multiple_list]": {
-    "recorded-date": "22-01-2025, 10:56:21",
+    "recorded-date": "15-10-2025, 13:12:04",
     "recorded-content": {}
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[content_anything_but_string_list]": {
-    "recorded-date": "22-01-2025, 10:56:21",
+    "recorded-date": "15-10-2025, 13:12:04",
     "recorded-content": {}
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[dynamodb]": {
-    "recorded-date": "22-01-2025, 10:56:22",
+    "recorded-date": "15-10-2025, 13:12:05",
     "recorded-content": {}
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[content_anything_but_ignorecase]": {
-    "recorded-date": "22-01-2025, 10:56:22",
+    "recorded-date": "15-10-2025, 13:12:05",
     "recorded-content": {}
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[string_empty]": {
-    "recorded-date": "22-01-2025, 10:56:22",
+    "recorded-date": "15-10-2025, 13:12:05",
     "recorded-content": {}
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[complex_many_rules]": {
-    "recorded-date": "22-01-2025, 10:56:22",
+    "recorded-date": "15-10-2025, 13:12:05",
     "recorded-content": {}
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[null_value]": {
-    "recorded-date": "22-01-2025, 10:56:23",
+    "recorded-date": "15-10-2025, 13:12:06",
     "recorded-content": {}
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[content_anything_but_number_list]": {
-    "recorded-date": "22-01-2025, 10:56:23",
+    "recorded-date": "15-10-2025, 13:12:06",
     "recorded-content": {}
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[content_wildcard_nonrepeating_NEG]": {
-    "recorded-date": "22-01-2025, 10:56:23",
+    "recorded-date": "15-10-2025, 13:12:07",
     "recorded-content": {}
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[content_anything_but_number_NEG]": {
-    "recorded-date": "22-01-2025, 10:56:23",
+    "recorded-date": "15-10-2025, 13:12:07",
     "recorded-content": {}
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[operator_case_sensitive_EXC]": {
-    "recorded-date": "22-01-2025, 10:56:24",
+    "recorded-date": "15-10-2025, 13:12:07",
     "recorded-content": {
       "operator_case_sensitive_EXC": {
         "exception_message": {
@@ -223,15 +223,15 @@
     }
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[content_exists]": {
-    "recorded-date": "22-01-2025, 10:56:24",
+    "recorded-date": "15-10-2025, 13:12:07",
     "recorded-content": {}
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[content_ip_address_NEG]": {
-    "recorded-date": "22-01-2025, 10:56:24",
+    "recorded-date": "15-10-2025, 13:12:07",
     "recorded-content": {}
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[content_numeric_EXC]": {
-    "recorded-date": "22-01-2025, 10:56:25",
+    "recorded-date": "15-10-2025, 13:12:09",
     "recorded-content": {
       "content_numeric_EXC": {
         "exception_message": {
@@ -250,87 +250,87 @@
     }
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[complex_or_NEG]": {
-    "recorded-date": "22-01-2025, 10:56:25",
+    "recorded-date": "15-10-2025, 13:12:09",
     "recorded-content": {}
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[complex_or]": {
-    "recorded-date": "22-01-2025, 10:56:25",
+    "recorded-date": "15-10-2025, 13:12:09",
     "recorded-content": {}
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[content_numeric_and_NEG]": {
-    "recorded-date": "22-01-2025, 10:56:26",
+    "recorded-date": "15-10-2025, 13:12:10",
     "recorded-content": {}
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[dot_joining_event]": {
-    "recorded-date": "22-01-2025, 10:56:26",
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@@ -349,55 +349,55 @@
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@@ -416,19 +416,19 @@
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@@ -580,7 +580,7 @@
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@@ -599,7 +599,7 @@
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@@ -618,7 +618,7 @@
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@@ -637,7 +637,7 @@
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@@ -656,7 +656,7 @@
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@@ -675,7 +675,7 @@
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@@ -754,27 +754,27 @@
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@@ -793,7 +793,7 @@
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@@ -812,7 +812,7 @@
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@@ -831,7 +831,7 @@
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@@ -850,7 +850,7 @@
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@@ -869,15 +869,15 @@
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@@ -896,15 +896,15 @@
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@@ -923,7 +923,7 @@
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@@ -942,7 +942,7 @@
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@@ -961,7 +961,7 @@
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@@ -980,7 +980,7 @@
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@@ -999,7 +999,7 @@
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@@ -1018,7 +1018,7 @@
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@@ -1037,7 +1037,7 @@
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@@ -1056,7 +1056,7 @@
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+    "recorded-date": "15-10-2025, 13:11:57",
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@@ -1075,15 +1075,15 @@
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+    "recorded-date": "15-10-2025, 13:12:12",
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@@ -1102,7 +1102,7 @@
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+    "recorded-date": "15-10-2025, 13:12:22",
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@@ -1121,7 +1121,7 @@
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       "content_ip_address_v6_bad_ip_EXC": {
         "exception_message": {
@@ -1144,7 +1144,7 @@
     "recorded-content": {}
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[exists_list_empty_NEG]": {
-    "recorded-date": "22-01-2025, 10:56:16",
+    "recorded-date": "15-10-2025, 13:11:58",
     "recorded-content": {}
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_plain_string_payload": {
@@ -1163,15 +1163,15 @@
     }
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[or-numeric-anything-but_NEG]": {
-    "recorded-date": "22-01-2025, 10:56:19",
+    "recorded-date": "15-10-2025, 13:12:02",
     "recorded-content": {}
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[or-numeric-anything-but]": {
-    "recorded-date": "22-01-2025, 10:56:33",
+    "recorded-date": "15-10-2025, 13:12:19",
     "recorded-content": {}
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[numeric-string_NEG]": {
-    "recorded-date": "22-01-2025, 10:56:25",
+    "recorded-date": "15-10-2025, 13:12:08",
     "recorded-content": {}
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_invalid_event_payload": {
@@ -1190,11 +1190,11 @@
     }
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[numeric-null_NEG]": {
-    "recorded-date": "22-01-2025, 10:56:32",
+    "recorded-date": "15-10-2025, 13:12:18",
     "recorded-content": {}
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[numeric-int-float]": {
-    "recorded-date": "22-01-2025, 10:56:25",
+    "recorded-date": "15-10-2025, 13:12:09",
     "recorded-content": {}
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_array_event_payload": {
@@ -1213,7 +1213,7 @@
     }
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[content_anything_prefix_empty_EXC]": {
-    "recorded-date": "22-01-2025, 10:56:14",
+    "recorded-date": "15-10-2025, 13:11:55",
     "recorded-content": {
       "content_anything_prefix_empty_EXC": {
         "exception_message": {
@@ -1232,35 +1232,35 @@
     }
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[content_ignorecase_empty_NEG]": {
-    "recorded-date": "22-01-2025, 10:56:14",
+    "recorded-date": "15-10-2025, 13:11:55",
     "recorded-content": {}
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[content_prefix_empty]": {
-    "recorded-date": "22-01-2025, 10:56:15",
+    "recorded-date": "15-10-2025, 13:11:56",
     "recorded-content": {}
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[content_wildcard_empty_NEG]": {
-    "recorded-date": "22-01-2025, 10:56:16",
+    "recorded-date": "15-10-2025, 13:11:58",
     "recorded-content": {}
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[content_anything_wildcard_empty]": {
-    "recorded-date": "22-01-2025, 10:56:22",
+    "recorded-date": "15-10-2025, 13:12:05",
     "recorded-content": {}
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[content_ignorecase_empty]": {
-    "recorded-date": "22-01-2025, 10:56:22",
+    "recorded-date": "15-10-2025, 13:12:05",
     "recorded-content": {}
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[content_anything_but_number_zero]": {
-    "recorded-date": "22-01-2025, 10:56:27",
+    "recorded-date": "15-10-2025, 13:12:11",
     "recorded-content": {}
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[content_suffix_empty]": {
-    "recorded-date": "22-01-2025, 10:56:29",
+    "recorded-date": "15-10-2025, 13:12:14",
     "recorded-content": {}
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[content_anything_suffix_empty_EXC]": {
-    "recorded-date": "22-01-2025, 10:56:37",
+    "recorded-date": "15-10-2025, 13:12:24",
     "recorded-content": {
       "content_anything_suffix_empty_EXC": {
         "exception_message": {
@@ -1279,7 +1279,7 @@
     }
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[content_numeric_number_EXC]": {
-    "recorded-date": "22-01-2025, 10:56:28",
+    "recorded-date": "15-10-2025, 13:12:13",
     "recorded-content": {
       "content_numeric_number_EXC": {
         "exception_message": {
@@ -1315,5 +1315,154 @@
         }
       }
     }
+  },
+  "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[content_anything_suffix_list_null]": {
+    "recorded-date": "15-10-2025, 13:11:57",
+    "recorded-content": {}
+  },
+  "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[content_anything_wildcard_null]": {
+    "recorded-date": "15-10-2025, 13:11:58",
+    "recorded-content": {}
+  },
+  "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[content_anything_but_ignorecase_list_missing_NEG]": {
+    "recorded-date": "15-10-2025, 13:11:58",
+    "recorded-content": {}
+  },
+  "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[content_anything_but_string_list_null]": {
+    "recorded-date": "15-10-2025, 13:11:59",
+    "recorded-content": {}
+  },
+  "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[content_anything_prefix_null]": {
+    "recorded-date": "15-10-2025, 13:12:01",
+    "recorded-content": {}
+  },
+  "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[content_anything_but_string_missing_NEG]": {
+    "recorded-date": "15-10-2025, 13:12:06",
+    "recorded-content": {}
+  },
+  "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[content_anything_but_string_null_type_EXC]": {
+    "recorded-date": "15-10-2025, 13:12:08",
+    "recorded-content": {
+      "content_anything_but_string_null_type_EXC": {
+        "exception_message": {
+          "Error": {
+            "Code": "InvalidEventPatternException",
+            "Message": "Event pattern is not valid. Reason: Value of anything-but must be an array or single string/number value.",
+            "MessageRaw": "Event pattern is not valid. Reason: Value of anything-but must be an array or single string/number value.\n at [Source: (String)\"{\"detail\": {\"state\": [{\"anything-but\": null}]}}\"; line: 1, column: 44]"
+          },
+          "ResponseMetadata": {
+            "HTTPHeaders": {},
+            "HTTPStatusCode": 400
+          }
+        },
+        "exception_type": "<class 'botocore.errorfactory.InvalidEventPatternException'>"
+      }
+    }
+  },
+  "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[content_anything_but_ignorecase_missing_NEG]": {
+    "recorded-date": "15-10-2025, 13:12:10",
+    "recorded-content": {}
+  },
+  "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[content_anything_suffix_list_missing_NEG]": {
+    "recorded-date": "15-10-2025, 13:12:11",
+    "recorded-content": {}
+  },
+  "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[content_anything_but_ignorecase_null]": {
+    "recorded-date": "15-10-2025, 13:12:11",
+    "recorded-content": {}
+  },
+  "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[content_anything_wildcard_list_missing_NEG]": {
+    "recorded-date": "15-10-2025, 13:12:13",
+    "recorded-content": {}
+  },
+  "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[content_anything_but_string_list_null_type_EXC]": {
+    "recorded-date": "15-10-2025, 13:12:14",
+    "recorded-content": {
+      "content_anything_but_string_list_null_type_EXC": {
+        "exception_message": {
+          "Error": {
+            "Code": "InvalidEventPatternException",
+            "Message": "Event pattern is not valid. Reason: Inside anything but list, start|null|boolean is not supported.",
+            "MessageRaw": "Event pattern is not valid. Reason: Inside anything but list, start|null|boolean is not supported.\n at [Source: (String)\"{\"detail\": {\"state\": [{\"anything-but\": [\"stopped\", null]}]}}\"; line: 1, column: 56]\n at [Source: (String)\"{\"detail\": {\"state\": [{\"anything-but\": [\"stopped\", null]}]}}\"; line: 1, column: 56]"
+          },
+          "ResponseMetadata": {
+            "HTTPHeaders": {},
+            "HTTPStatusCode": 400
+          }
+        },
+        "exception_type": "<class 'botocore.errorfactory.InvalidEventPatternException'>"
+      }
+    }
+  },
+  "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[content_anything_wildcard_list_null]": {
+    "recorded-date": "15-10-2025, 13:12:14",
+    "recorded-content": {}
+  },
+  "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[content_anything_suffix_null]": {
+    "recorded-date": "15-10-2025, 13:12:15",
+    "recorded-content": {}
+  },
+  "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[content_anything_suffix_list_null_type_EXC]": {
+    "recorded-date": "15-10-2025, 13:12:17",
+    "recorded-content": {
+      "content_anything_suffix_list_null_type_EXC": {
+        "exception_message": {
+          "Error": {
+            "Code": "InvalidEventPatternException",
+            "Message": "Event pattern is not valid. Reason: prefix/suffix match pattern must be a string",
+            "MessageRaw": "Event pattern is not valid. Reason: prefix/suffix match pattern must be a string\n at [Source: (String)\"{\"detail\": {\"FileName\": [{\"anything-but\": {\"suffix\": [null, \".txt\"]}}]}}\"; line: 1, column: 59]\n at [Source: (String)\"{\"detail\": {\"FileName\": [{\"anything-but\": {\"suffix\": [null, \".txt\"]}}]}}\"; line: 1, column: 59]"
+          },
+          "ResponseMetadata": {
+            "HTTPHeaders": {},
+            "HTTPStatusCode": 400
+          }
+        },
+        "exception_type": "<class 'botocore.errorfactory.InvalidEventPatternException'>"
+      }
+    }
+  },
+  "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[content_anything_wildcard_missing_NEG]": {
+    "recorded-date": "15-10-2025, 13:12:18",
+    "recorded-content": {}
+  },
+  "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[content_anything_suffix_missing_NEG]": {
+    "recorded-date": "15-10-2025, 13:12:21",
+    "recorded-content": {}
+  },
+  "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[content_anything_but_ignorecase_list_null]": {
+    "recorded-date": "15-10-2025, 13:12:22",
+    "recorded-content": {}
+  },
+  "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[content_anything_prefix_list_missing_NEG]": {
+    "recorded-date": "15-10-2025, 13:12:25",
+    "recorded-content": {}
+  },
+  "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[content_anything_prefix_missing_NEG]": {
+    "recorded-date": "15-10-2025, 13:12:25",
+    "recorded-content": {}
+  },
+  "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[content_anything_but_string_list_missing_NEG]": {
+    "recorded-date": "15-10-2025, 13:12:26",
+    "recorded-content": {}
+  },
+  "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[content_anything_prefix_list_null]": {
+    "recorded-date": "15-10-2025, 13:12:26",
+    "recorded-content": {}
+  },
+  "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[content_anything_prefix_int_value]": {
+    "recorded-date": "15-10-2025, 13:12:01",
+    "recorded-content": {}
+  },
+  "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[content_anything_prefix_list_int]": {
+    "recorded-date": "15-10-2025, 13:12:15",
+    "recorded-content": {}
+  },
+  "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[content_ip_address_bad_type_NEG]": {
+    "recorded-date": "15-10-2025, 13:12:04",
+    "recorded-content": {}
+  },
+  "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[content_anything_wildcard_int]": {
+    "recorded-date": "15-10-2025, 13:12:10",
+    "recorded-content": {}
   }
 }
diff --git a/tests/aws/services/events/test_events_patterns.validation.json b/tests/aws/services/events/test_events_patterns.validation.json
index e4d69240f1b7a..93c607ce4bfd3 100644
--- a/tests/aws/services/events/test_events_patterns.validation.json
+++ b/tests/aws/services/events/test_events_patterns.validation.json
@@ -3,394 +3,1402 @@
     "last_validated_date": "2024-12-06T09:49:56+00:00"
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[arrays]": {
-    "last_validated_date": "2025-01-22T10:56:17+00:00"
+    "last_validated_date": "2025-10-15T13:11:58+00:00",
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   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[arrays_NEG]": {
-    "last_validated_date": "2025-01-22T10:56:36+00:00"
+    "last_validated_date": "2025-10-15T13:12:23+00:00",
+    "durations_in_seconds": {
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   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[arrays_empty_EXC]": {
-    "last_validated_date": "2025-01-22T10:56:21+00:00"
+    "last_validated_date": "2025-10-15T13:12:03+00:00",
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-    "last_validated_date": "2025-01-22T10:56:30+00:00"
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-    "last_validated_date": "2025-01-22T10:56:38+00:00"
+    "last_validated_date": "2025-10-15T13:12:25+00:00",
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+    "last_validated_date": "2025-10-15T13:12:03+00:00",
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+    "last_validated_date": "2025-10-15T13:12:05+00:00",
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-    "last_validated_date": "2025-01-22T10:56:15+00:00"
+    "last_validated_date": "2025-10-15T13:11:56+00:00",
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-    "last_validated_date": "2025-01-22T10:56:18+00:00"
+    "last_validated_date": "2025-10-15T13:12:00+00:00",
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   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[content_wildcard_nonrepeating]": {
-    "last_validated_date": "2025-01-22T10:56:17+00:00"
+    "last_validated_date": "2025-10-15T13:11:59+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.11,
+      "teardown": 0.0,
+      "total": 0.11
+    }
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[content_wildcard_nonrepeating_NEG]": {
-    "last_validated_date": "2025-01-22T10:56:23+00:00"
+    "last_validated_date": "2025-10-15T13:12:07+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.44,
+      "teardown": 0.0,
+      "total": 0.44
+    }
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[content_wildcard_repeating]": {
-    "last_validated_date": "2025-01-22T10:56:14+00:00"
+    "last_validated_date": "2025-10-15T13:11:55+00:00",
+    "durations_in_seconds": {
+      "setup": 0.48,
+      "call": 0.46,
+      "teardown": 0.0,
+      "total": 0.94
+    }
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[content_wildcard_repeating_NEG]": {
-    "last_validated_date": "2025-01-22T10:56:17+00:00"
+    "last_validated_date": "2025-10-15T13:11:59+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.1,
+      "teardown": 0.0,
+      "total": 0.1
+    }
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[content_wildcard_repeating_star_EXC]": {
-    "last_validated_date": "2025-01-22T10:56:17+00:00"
+    "last_validated_date": "2025-10-15T13:12:00+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.41,
+      "teardown": 0.0,
+      "total": 0.41
+    }
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[content_wildcard_simplified]": {
-    "last_validated_date": "2025-01-22T10:56:17+00:00"
+    "last_validated_date": "2025-10-15T13:11:59+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.11,
+      "teardown": 0.0,
+      "total": 0.11
+    }
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[dot_joining_event]": {
-    "last_validated_date": "2025-01-22T10:56:26+00:00"
+    "last_validated_date": "2025-10-15T13:12:10+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.1,
+      "teardown": 0.0,
+      "total": 0.1
+    }
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[dot_joining_event_NEG]": {
-    "last_validated_date": "2025-01-22T10:56:27+00:00"
+    "last_validated_date": "2025-10-15T13:12:12+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.1,
+      "teardown": 0.0,
+      "total": 0.1
+    }
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[dot_joining_pattern]": {
-    "last_validated_date": "2025-01-22T10:56:21+00:00"
+    "last_validated_date": "2025-10-15T13:12:04+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.1,
+      "teardown": 0.0,
+      "total": 0.1
+    }
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[dot_joining_pattern_NEG]": {
-    "last_validated_date": "2025-01-22T10:56:27+00:00"
+    "last_validated_date": "2025-10-15T13:12:11+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.1,
+      "teardown": 0.0,
+      "total": 0.1
+    }
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[dynamodb]": {
-    "last_validated_date": "2025-01-22T10:56:22+00:00"
+    "last_validated_date": "2025-10-15T13:12:05+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.1,
+      "teardown": 0.0,
+      "total": 0.1
+    }
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[empty_prefix]": {
     "last_validated_date": "2025-01-21T13:16:50+00:00"
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[exists_dynamodb]": {
-    "last_validated_date": "2025-01-22T10:56:20+00:00"
+    "last_validated_date": "2025-10-15T13:12:03+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.1,
+      "teardown": 0.0,
+      "total": 0.1
+    }
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[exists_dynamodb_NEG]": {
-    "last_validated_date": "2025-01-22T10:56:20+00:00"
+    "last_validated_date": "2025-10-15T13:12:03+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.11,
+      "teardown": 0.0,
+      "total": 0.11
+    }
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[exists_list_empty_NEG]": {
-    "last_validated_date": "2025-01-22T10:56:16+00:00"
+    "last_validated_date": "2025-10-15T13:11:58+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.43,
+      "teardown": 0.0,
+      "total": 0.43
+    }
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[int_nolist_EXC]": {
-    "last_validated_date": "2025-01-22T10:56:15+00:00"
+    "last_validated_date": "2025-10-15T13:11:56+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.1,
+      "teardown": 0.0,
+      "total": 0.1
+    }
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[key_case_sensitive_NEG]": {
-    "last_validated_date": "2025-01-22T10:56:27+00:00"
+    "last_validated_date": "2025-10-15T13:12:12+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.1,
+      "teardown": 0.0,
+      "total": 0.1
+    }
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[list_within_dict]": {
-    "last_validated_date": "2025-01-22T10:56:14+00:00"
+    "last_validated_date": "2025-10-15T13:11:56+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.1,
+      "teardown": 0.0,
+      "total": 0.1
+    }
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[minimal]": {
-    "last_validated_date": "2025-01-22T10:56:33+00:00"
+    "last_validated_date": "2025-10-15T13:12:19+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.1,
+      "teardown": 0.0,
+      "total": 0.1
+    }
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[nested_json_NEG]": {
-    "last_validated_date": "2025-01-22T10:56:21+00:00"
+    "last_validated_date": "2025-10-15T13:12:04+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.1,
+      "teardown": 0.0,
+      "total": 0.1
+    }
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[null_value]": {
-    "last_validated_date": "2025-01-22T10:56:23+00:00"
+    "last_validated_date": "2025-10-15T13:12:06+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.43,
+      "teardown": 0.0,
+      "total": 0.43
+    }
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[null_value_NEG]": {
-    "last_validated_date": "2025-01-22T10:56:27+00:00"
+    "last_validated_date": "2025-10-15T13:12:11+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.1,
+      "teardown": 0.0,
+      "total": 0.1
+    }
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[number_comparison_float]": {
-    "last_validated_date": "2025-01-22T10:56:35+00:00"
+    "last_validated_date": "2025-10-15T13:12:21+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.44,
+      "teardown": 0.0,
+      "total": 0.44
+    }
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[numeric-int-float]": {
-    "last_validated_date": "2025-01-22T10:56:25+00:00"
+    "last_validated_date": "2025-10-15T13:12:09+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.1,
+      "teardown": 0.0,
+      "total": 0.1
+    }
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[numeric-null_NEG]": {
-    "last_validated_date": "2025-01-22T10:56:32+00:00"
+    "last_validated_date": "2025-10-15T13:12:18+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.1,
+      "teardown": 0.0,
+      "total": 0.1
+    }
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[numeric-string_NEG]": {
-    "last_validated_date": "2025-01-22T10:56:25+00:00"
+    "last_validated_date": "2025-10-15T13:12:08+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.54,
+      "teardown": 0.0,
+      "total": 0.54
+    }
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[operator_case_sensitive_EXC]": {
-    "last_validated_date": "2025-01-22T10:56:24+00:00"
+    "last_validated_date": "2025-10-15T13:12:07+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.1,
+      "teardown": 0.0,
+      "total": 0.1
+    }
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[operator_multiple_list]": {
-    "last_validated_date": "2025-01-22T10:56:21+00:00"
+    "last_validated_date": "2025-10-15T13:12:04+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.1,
+      "teardown": 0.0,
+      "total": 0.1
+    }
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[or-anything-but]": {
-    "last_validated_date": "2025-01-22T10:56:38+00:00"
+    "last_validated_date": "2025-10-15T13:12:26+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.1,
+      "teardown": 0.01,
+      "total": 0.11
+    }
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[or-exists-parent]": {
-    "last_validated_date": "2025-01-22T10:56:21+00:00"
+    "last_validated_date": "2025-10-15T13:12:03+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.1,
+      "teardown": 0.0,
+      "total": 0.1
+    }
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[or-exists]": {
-    "last_validated_date": "2025-01-22T10:56:17+00:00"
+    "last_validated_date": "2025-10-15T13:11:59+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.1,
+      "teardown": 0.0,
+      "total": 0.1
+    }
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[or-numeric-anything-but]": {
-    "last_validated_date": "2025-01-22T10:56:33+00:00"
+    "last_validated_date": "2025-10-15T13:12:19+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.11,
+      "teardown": 0.0,
+      "total": 0.11
+    }
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[or-numeric-anything-but_NEG]": {
-    "last_validated_date": "2025-01-22T10:56:19+00:00"
+    "last_validated_date": "2025-10-15T13:12:02+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.1,
+      "teardown": 0.0,
+      "total": 0.1
+    }
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[prefix]": {
-    "last_validated_date": "2025-01-22T10:56:28+00:00"
+    "last_validated_date": "2025-10-15T13:12:12+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.44,
+      "teardown": 0.0,
+      "total": 0.44
+    }
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[sample1]": {
-    "last_validated_date": "2025-01-22T10:56:27+00:00"
+    "last_validated_date": "2025-10-15T13:12:12+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.24,
+      "teardown": 0.0,
+      "total": 0.24
+    }
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[string]": {
-    "last_validated_date": "2025-01-22T10:56:29+00:00"
+    "last_validated_date": "2025-10-15T13:12:15+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.1,
+      "teardown": 0.01,
+      "total": 0.11
+    }
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[string_empty]": {
-    "last_validated_date": "2025-01-22T10:56:22+00:00"
+    "last_validated_date": "2025-10-15T13:12:05+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.1,
+      "teardown": 0.0,
+      "total": 0.1
+    }
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern[string_nolist_EXC]": {
-    "last_validated_date": "2025-01-22T10:56:20+00:00"
+    "last_validated_date": "2025-10-15T13:12:02+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.1,
+      "teardown": 0.0,
+      "total": 0.1
+    }
   },
   "tests/aws/services/events/test_events_patterns.py::TestEventPattern::test_event_pattern_source": {
     "last_validated_date": "2024-07-11T13:55:39+00:00"

From 0279b164422836642127b61eb2abf4e9e1261ba3 Mon Sep 17 00:00:00 2001
From: Bernhard Matyas <90144234+baermat@users.noreply.github.com>
Date: Wed, 15 Oct 2025 18:17:01 +0200
Subject: [PATCH 306/697] Sns: v2 subscribe (#13226)

---
 .../localstack/services/sns/constants.py      |   3 +-
 .../localstack/services/sns/v2/models.py      | 128 ++++-
 .../localstack/services/sns/v2/provider.py    | 423 +++++++++++++++-
 .../localstack/services/sns/v2/utils.py       | 122 +++++
 tests/aws/services/sns/test_sns.py            | 350 +++++++++++--
 tests/aws/services/sns/test_sns.snapshot.json | 460 +++++++++++++-----
 .../aws/services/sns/test_sns.validation.json | 252 +++++++++-
 7 files changed, 1528 insertions(+), 210 deletions(-)
 create mode 100644 localstack-core/localstack/services/sns/v2/utils.py

diff --git a/localstack-core/localstack/services/sns/constants.py b/localstack-core/localstack/services/sns/constants.py
index 04b5f05293818..f05e43c2d6d1e 100644
--- a/localstack-core/localstack/services/sns/constants.py
+++ b/localstack-core/localstack/services/sns/constants.py
@@ -13,7 +13,7 @@
     "firehose",
 ]
 
-VALID_SUBSCRIPTION_ATTR_NAME = [
+VALID_SUBSCRIPTION_ATTR_NAME: list[str] = [
     "DeliveryPolicy",
     "FilterPolicy",
     "FilterPolicyScope",
@@ -39,3 +39,4 @@
 SNS_CERT_ENDPOINT = "/_aws/sns/SimpleNotificationService-6c6f63616c737461636b69736e696365.pem"
 
 DUMMY_SUBSCRIPTION_PRINCIPAL = "arn:{partition}:iam::{account_id}:user/DummySNSPrincipal"
+E164_REGEX = re.compile(r"^\+?[1-9]\d{1,14}$")
diff --git a/localstack-core/localstack/services/sns/v2/models.py b/localstack-core/localstack/services/sns/v2/models.py
index d0c263612d4d1..614a9cb492a46 100644
--- a/localstack-core/localstack/services/sns/v2/models.py
+++ b/localstack-core/localstack/services/sns/v2/models.py
@@ -1,12 +1,24 @@
-from typing import TypedDict
+import itertools
+import time
+from dataclasses import dataclass, field
+from enum import StrEnum
+from typing import Literal, TypedDict
 
-from localstack.aws.api.sns import TopicAttributesMap
+from localstack.aws.api.sns import (
+    MessageAttributeMap,
+    PublishBatchRequestEntry,
+    TopicAttributesMap,
+    subscriptionARN,
+    topicARN,
+)
 from localstack.services.stores import (
     AccountRegionBundle,
     BaseStore,
     CrossRegionAttribute,
     LocalAttribute,
 )
+from localstack.utils.objects import singleton_factory
+from localstack.utils.strings import long_uid
 from localstack.utils.tagging import TaggingService
 
 
@@ -14,11 +26,123 @@ class Topic(TypedDict, total=True):
     arn: str
     name: str
     attributes: TopicAttributesMap
+    subscriptions: list[str]
+
+
+SnsProtocols = Literal[
+    "http", "https", "email", "email-json", "sms", "sqs", "application", "lambda", "firehose"
+]
+
+SnsApplicationPlatforms = Literal[
+    "APNS", "APNS_SANDBOX", "ADM", "FCM", "Baidu", "GCM", "MPNS", "WNS"
+]
+SnsMessageProtocols = Literal[SnsProtocols, SnsApplicationPlatforms]
+
+
+class SnsSubscription(TypedDict, total=False):
+    """
+    In SNS, Subscription can be represented with only TopicArn, Endpoint, Protocol, SubscriptionArn and Owner, for
+    example in ListSubscriptions. However, when getting a subscription with GetSubscriptionAttributes, it will return
+    the Subscription object merged with its own attributes.
+    This represents this merged object, for internal use and in GetSubscriptionAttributes
+    https://docs.aws.amazon.com/cli/latest/reference/sns/get-subscription-attributes.html
+    """
+
+    TopicArn: topicARN
+    Endpoint: str
+    Protocol: SnsProtocols
+    SubscriptionArn: subscriptionARN
+    PendingConfirmation: Literal["true", "false"]
+    Owner: str | None
+    SubscriptionPrincipal: str | None
+    FilterPolicy: str | None
+    FilterPolicyScope: Literal["MessageAttributes", "MessageBody"]
+    RawMessageDelivery: Literal["true", "false"]
+    ConfirmationWasAuthenticated: Literal["true", "false"]
+    SubscriptionRoleArn: str | None
+    DeliveryPolicy: str | None
+
+
+@singleton_factory
+def global_sns_message_sequence():
+    # creates a 20-digit number used as the start for the global sequence, adds 100 for it to be different from SQS's
+    # mostly for testing purpose, both global sequence would be initialized at the same and be identical
+    start = int(time.time() + 100) << 33
+    # itertools.count is thread safe over the GIL since its getAndIncrement operation is a single python bytecode op
+    return itertools.count(start)
+
+
+def get_next_sequence_number():
+    return next(global_sns_message_sequence())
+
+
+class SnsMessageType(StrEnum):
+    Notification = "Notification"
+    SubscriptionConfirmation = "SubscriptionConfirmation"
+    UnsubscribeConfirmation = "UnsubscribeConfirmation"
+
+
+@dataclass
+class SnsMessage:
+    type: SnsMessageType
+    message: (
+        str | dict
+    )  # can be Dict if after being JSON decoded for validation if structure is `json`
+    message_attributes: MessageAttributeMap | None = None
+    message_structure: str | None = None
+    subject: str | None = None
+    message_deduplication_id: str | None = None
+    message_group_id: str | None = None
+    token: str | None = None
+    message_id: str = field(default_factory=long_uid)
+    is_fifo: bool | None = False
+    sequencer_number: str | None = None
+
+    def __post_init__(self):
+        if self.message_attributes is None:
+            self.message_attributes = {}
+        if self.is_fifo:
+            self.sequencer_number = str(get_next_sequence_number())
+
+    def message_content(self, protocol: SnsMessageProtocols) -> str:
+        """
+        Helper function to retrieve the message content for the right protocol if the StructureMessage is `json`
+        See https://docs.aws.amazon.com/sns/latest/dg/sns-send-custom-platform-specific-payloads-mobile-devices.html
+        https://docs.aws.amazon.com/sns/latest/dg/example_sns_Publish_section.html
+        :param protocol:
+        :return: message content as string
+        """
+        if self.message_structure == "json":
+            return self.message.get(protocol, self.message.get("default"))
+
+        return self.message
+
+    @classmethod
+    def from_batch_entry(cls, entry: PublishBatchRequestEntry, is_fifo=False) -> "SnsMessage":
+        return cls(
+            type=SnsMessageType.Notification,
+            message=entry["Message"],
+            subject=entry.get("Subject"),
+            message_structure=entry.get("MessageStructure"),
+            message_attributes=entry.get("MessageAttributes"),
+            message_deduplication_id=entry.get("MessageDeduplicationId"),
+            message_group_id=entry.get("MessageGroupId"),
+            is_fifo=is_fifo,
+        )
 
 
 class SnsStore(BaseStore):
     topics: dict[str, Topic] = LocalAttribute(default=dict)
 
+    # maps subscription ARN to SnsSubscription
+    subscriptions: dict[str, SnsSubscription] = LocalAttribute(default=dict)
+
+    # filter policy are stored as JSON string in subscriptions, store the decoded result Dict
+    subscription_filter_policy: dict[subscriptionARN, dict] = LocalAttribute(default=dict)
+
+    # maps confirmation token to subscription ARN
+    subscription_tokens: dict[str, str] = LocalAttribute(default=dict)
+
     TAGS: TaggingService = CrossRegionAttribute(default=TaggingService)
 
 
diff --git a/localstack-core/localstack/services/sns/v2/provider.py b/localstack-core/localstack/services/sns/v2/provider.py
index 1a06393cb4a83..db466210fed41 100644
--- a/localstack-core/localstack/services/sns/v2/provider.py
+++ b/localstack-core/localstack/services/sns/v2/provider.py
@@ -1,3 +1,5 @@
+import contextlib
+import copy
 import json
 import logging
 import re
@@ -6,23 +8,56 @@
 
 from localstack.aws.api import RequestContext
 from localstack.aws.api.sns import (
+    ConfirmSubscriptionResponse,
     CreateTopicResponse,
+    GetSubscriptionAttributesResponse,
     GetTopicAttributesResponse,
     InvalidParameterException,
+    ListSubscriptionsByTopicResponse,
+    ListSubscriptionsResponse,
     ListTopicsResponse,
     NotFoundException,
     SnsApi,
+    String,
+    SubscribeResponse,
+    Subscription,
+    SubscriptionAttributesMap,
     TagList,
     TopicAttributesMap,
     attributeName,
     attributeValue,
+    authenticateOnUnsubscribe,
+    endpoint,
     nextToken,
+    protocol,
+    subscriptionARN,
     topicARN,
     topicName,
 )
-from localstack.services.sns.v2.models import SnsStore, Topic, sns_stores
-from localstack.utils.aws.arns import ArnData, parse_arn, sns_topic_arn
-from localstack.utils.collections import PaginatedList
+from localstack.services.sns import constants as sns_constants
+from localstack.services.sns.certificate import SNS_SERVER_CERT
+from localstack.services.sns.constants import DUMMY_SUBSCRIPTION_PRINCIPAL
+from localstack.services.sns.filter import FilterPolicyValidator
+from localstack.services.sns.publisher import PublishDispatcher, SnsPublishContext
+from localstack.services.sns.v2.models import (
+    SnsMessage,
+    SnsMessageType,
+    SnsStore,
+    SnsSubscription,
+    Topic,
+    sns_stores,
+)
+from localstack.services.sns.v2.utils import (
+    create_subscription_arn,
+    encode_subscription_token_with_region,
+    get_next_page_token_from_arn,
+    get_region_from_subscription_token,
+    is_valid_e164_number,
+    parse_and_validate_topic_arn,
+    validate_subscription_attribute,
+)
+from localstack.utils.aws.arns import get_partition, parse_arn, sns_topic_arn
+from localstack.utils.collections import PaginatedList, select_from_typed_dict
 
 # set up logger
 LOG = logging.getLogger(__name__)
@@ -32,6 +67,13 @@
 
 
 class SnsProvider(SnsApi):
+    def __init__(self) -> None:
+        super().__init__()
+        self._publisher = PublishDispatcher()
+        self._signature_cert_pem: str = SNS_SERVER_CERT
+
+    ## Topic Operations
+
     def create_topic(
         self,
         context: RequestContext,
@@ -65,15 +107,17 @@ def create_topic(
                 )
         else:
             # AWS does not seem to save explicit settings of fifo = false
+
             attributes.pop("FifoTopic", None)
             name_match = re.match(SNS_TOPIC_NAME_PATTERN, name)
             if not name_match:
                 raise InvalidParameterException("Invalid parameter: Topic Name")
 
         topic = _create_topic(name=name, attributes=attributes, context=context)
-        store.topics[topic_arn] = topic
         # todo: tags
 
+        store.topics[topic_arn] = topic
+
         return CreateTopicResponse(TopicArn=topic_arn)
 
     def get_topic_attributes(
@@ -98,7 +142,9 @@ def list_topics(
         topics = [{"TopicArn": t["arn"]} for t in list(store.topics.values())]
         topics = PaginatedList(topics)
         page, nxt = topics.get_page(
-            lambda topic: topic["TopicArn"], next_token=next_token, page_size=100
+            token_generator=lambda x: get_next_page_token_from_arn(x["TopicArn"]),
+            next_token=next_token,
+            page_size=100,
         )
         topics = {"Topics": page, "NextToken": nxt}
         return ListTopicsResponse(**topics)
@@ -116,6 +162,361 @@ def set_topic_attributes(
             raise InvalidParameterException("Invalid parameter: AttributeName")
         topic["attributes"][attribute_name] = attribute_value
 
+    ## Subscribe operations
+
+    def subscribe(
+        self,
+        context: RequestContext,
+        topic_arn: topicARN,
+        protocol: protocol,
+        endpoint: endpoint | None = None,
+        attributes: SubscriptionAttributesMap | None = None,
+        return_subscription_arn: bool | None = None,
+        **kwargs,
+    ) -> SubscribeResponse:
+        parsed_topic_arn = parse_and_validate_topic_arn(topic_arn)
+        if context.region != parsed_topic_arn["region"]:
+            raise InvalidParameterException("Invalid parameter: TopicArn")
+
+        store = self.get_store(account_id=parsed_topic_arn["account"], region=context.region)
+
+        if topic_arn not in store.topics:
+            raise NotFoundException("Topic does not exist")
+
+        topic_subscriptions = store.topics[topic_arn]["subscriptions"]
+        if not endpoint:
+            # TODO: check AWS behaviour (because endpoint is optional)
+            raise NotFoundException("Endpoint not specified in subscription")
+        if protocol not in sns_constants.SNS_PROTOCOLS:
+            raise InvalidParameterException(
+                f"Invalid parameter: Amazon SNS does not support this protocol string: {protocol}"
+            )
+        elif protocol in ["http", "https"] and not endpoint.startswith(f"{protocol}://"):
+            raise InvalidParameterException(
+                "Invalid parameter: Endpoint must match the specified protocol"
+            )
+        elif protocol == "sms" and not is_valid_e164_number(endpoint):
+            raise InvalidParameterException(f"Invalid SMS endpoint: {endpoint}")
+
+        elif protocol == "sqs":
+            try:
+                parse_arn(endpoint)
+            except InvalidArnException:
+                raise InvalidParameterException("Invalid parameter: SQS endpoint ARN")
+
+        elif protocol == "application":
+            # TODO: This needs to be implemented once applications are ported from moto to the new provider
+            raise NotImplementedError(
+                "This functionality needs yet to be ported to the new SNS provider"
+            )
+
+        if ".fifo" in endpoint and ".fifo" not in topic_arn:
+            # TODO: move to sqs protocol block if possible
+            raise InvalidParameterException(
+                "Invalid parameter: Invalid parameter: Endpoint Reason: FIFO SQS Queues can not be subscribed to standard SNS topics"
+            )
+
+        sub_attributes = copy.deepcopy(attributes) if attributes else None
+        if sub_attributes:
+            for attr_name, attr_value in sub_attributes.items():
+                validate_subscription_attribute(
+                    attribute_name=attr_name,
+                    attribute_value=attr_value,
+                    topic_arn=topic_arn,
+                    endpoint=endpoint,
+                    is_subscribe_call=True,
+                )
+                if raw_msg_delivery := sub_attributes.get("RawMessageDelivery"):
+                    sub_attributes["RawMessageDelivery"] = raw_msg_delivery.lower()
+
+        # An endpoint may only be subscribed to a topic once. Subsequent
+        # subscribe calls do nothing (subscribe is idempotent), except if its attributes are different.
+        for existing_topic_subscription in topic_subscriptions:
+            sub = store.subscriptions.get(existing_topic_subscription, {})
+            if sub.get("Endpoint") == endpoint:
+                if sub_attributes:
+                    # validate the subscription attributes aren't different
+                    for attr in sns_constants.VALID_SUBSCRIPTION_ATTR_NAME:
+                        # if a new attribute is present and different from an existent one, raise
+                        if (new_attr := sub_attributes.get(attr)) and sub.get(attr) != new_attr:
+                            raise InvalidParameterException(
+                                "Invalid parameter: Attributes Reason: Subscription already exists with different attributes"
+                            )
+
+                return SubscribeResponse(SubscriptionArn=sub["SubscriptionArn"])
+        principal = DUMMY_SUBSCRIPTION_PRINCIPAL.format(
+            partition=get_partition(context.region), account_id=context.account_id
+        )
+        subscription_arn = create_subscription_arn(topic_arn)
+        subscription = SnsSubscription(
+            # http://docs.aws.amazon.com/cli/latest/reference/sns/get-subscription-attributes.html
+            TopicArn=topic_arn,
+            Endpoint=endpoint,
+            Protocol=protocol,
+            SubscriptionArn=subscription_arn,
+            PendingConfirmation="true",
+            Owner=context.account_id,
+            RawMessageDelivery="false",  # default value, will be overridden if set
+            FilterPolicyScope="MessageAttributes",  # default value, will be overridden if set
+            SubscriptionPrincipal=principal,  # dummy value, could be fetched with a call to STS?
+        )
+        if sub_attributes:
+            subscription.update(sub_attributes)
+            if "FilterPolicy" in sub_attributes:
+                filter_policy = (
+                    json.loads(sub_attributes["FilterPolicy"])
+                    if sub_attributes["FilterPolicy"]
+                    else None
+                )
+                if filter_policy:
+                    validator = FilterPolicyValidator(
+                        scope=subscription.get("FilterPolicyScope", "MessageAttributes"),
+                        is_subscribe_call=True,
+                    )
+                    validator.validate_filter_policy(filter_policy)
+
+                store.subscription_filter_policy[subscription_arn] = filter_policy
+
+        store.subscriptions[subscription_arn] = subscription
+
+        topic_subscriptions.append(subscription_arn)
+
+        # store the token and subscription arn
+        # TODO: the token is a 288 hex char string
+        subscription_token = encode_subscription_token_with_region(region=context.region)
+        store.subscription_tokens[subscription_token] = subscription_arn
+
+        response_subscription_arn = subscription_arn
+        # Send out confirmation message for HTTP(S), fix for https://github.com/localstack/localstack/issues/881
+        if protocol in ["http", "https"]:
+            message_ctx = SnsMessage(
+                type=SnsMessageType.SubscriptionConfirmation,
+                token=subscription_token,
+                message=f"You have chosen to subscribe to the topic {topic_arn}.\nTo confirm the subscription, visit the SubscribeURL included in this message.",
+            )
+            publish_ctx = SnsPublishContext(
+                message=message_ctx,
+                store=store,
+                request_headers=context.request.headers,
+                # TODO: add topic attributes once they are ported from moto to LocalStack
+                # topic_attributes=vars(self._get_topic(topic_arn, context)),
+            )
+            self._publisher.publish_to_topic_subscriber(
+                ctx=publish_ctx,
+                topic_arn=topic_arn,
+                subscription_arn=subscription_arn,
+            )
+            if not return_subscription_arn:
+                response_subscription_arn = "pending confirmation"
+
+        elif protocol not in ["email", "email-json"]:
+            # Only HTTP(S) and email subscriptions are not auto validated
+            # Except if the endpoint and the topic are not in the same AWS account, then you'd need to manually confirm
+            # the subscription with the token
+            # TODO: revisit for multi-account
+            # TODO: test with AWS for email & email-json confirmation message
+            # we need to add the following check:
+            # if parsed_topic_arn["account"] == endpoint account (depending on the type, SQS, lambda, parse the arn)
+            subscription["PendingConfirmation"] = "false"
+            subscription["ConfirmationWasAuthenticated"] = "true"
+
+        return SubscribeResponse(SubscriptionArn=response_subscription_arn)
+
+    def unsubscribe(
+        self, context: RequestContext, subscription_arn: subscriptionARN, **kwargs
+    ) -> None:
+        if subscription_arn is None:
+            raise InvalidParameterException(
+                "Invalid parameter: SubscriptionArn Reason: no value for required parameter",
+            )
+        count = len(subscription_arn.split(":"))
+        try:
+            parsed_arn = parse_arn(subscription_arn)
+        except InvalidArnException:
+            # TODO: check for invalid SubscriptionGUID
+            raise InvalidParameterException(
+                f"Invalid parameter: SubscriptionArn Reason: An ARN must have at least 6 elements, not {count}"
+            )
+
+        account_id = parsed_arn["account"]
+        region_name = parsed_arn["region"]
+
+        store = self.get_store(account_id=account_id, region=region_name)
+        if count == 6 and subscription_arn not in store.subscriptions:
+            raise InvalidParameterException("Invalid parameter: SubscriptionId")
+
+        # TODO: here was a moto_backend.unsubscribe call, check correct functionality and remove this comment
+        #  before switching to v2 for production
+
+        # pop the subscription at the end, to avoid race condition by iterating over the topic subscriptions
+        subscription = store.subscriptions.get(subscription_arn)
+
+        if not subscription:
+            # unsubscribe is idempotent, so unsubscribing from a non-existing topic does nothing
+            return
+
+        if subscription["Protocol"] in ["http", "https"]:
+            # TODO: actually validate this (re)subscribe behaviour somehow (localhost.run?)
+            #  we might need to save the sub token in the store
+            # TODO: AWS only sends the UnsubscribeConfirmation if the call is unauthenticated or the requester is not
+            #  the owner
+            subscription_token = encode_subscription_token_with_region(region=context.region)
+            message_ctx = SnsMessage(
+                type=SnsMessageType.UnsubscribeConfirmation,
+                token=subscription_token,
+                message=f"You have chosen to deactivate subscription {subscription_arn}.\nTo cancel this operation and restore the subscription, visit the SubscribeURL included in this message.",
+            )
+            publish_ctx = SnsPublishContext(
+                message=message_ctx,
+                store=store,
+                request_headers=context.request.headers,
+                # TODO: add the topic attributes once we ported them from moto to LocalStack
+                # topic_attributes=vars(moto_topic),
+            )
+            self._publisher.publish_to_topic_subscriber(
+                publish_ctx,
+                topic_arn=subscription["TopicArn"],
+                subscription_arn=subscription_arn,
+            )
+
+        with contextlib.suppress(KeyError):
+            store.topics[subscription["TopicArn"]]["subscriptions"].remove(subscription_arn)
+        store.subscription_filter_policy.pop(subscription_arn, None)
+        store.subscriptions.pop(subscription_arn, None)
+
+    def get_subscription_attributes(
+        self, context: RequestContext, subscription_arn: subscriptionARN, **kwargs
+    ) -> GetSubscriptionAttributesResponse:
+        store = self.get_store(account_id=context.account_id, region=context.region)
+        sub = store.subscriptions.get(subscription_arn)
+        if not sub:
+            raise NotFoundException("Subscription does not exist")
+        removed_attrs = ["sqs_queue_url"]
+        if "FilterPolicyScope" in sub and not sub.get("FilterPolicy"):
+            removed_attrs.append("FilterPolicyScope")
+            removed_attrs.append("FilterPolicy")
+        elif "FilterPolicy" in sub and "FilterPolicyScope" not in sub:
+            sub["FilterPolicyScope"] = "MessageAttributes"
+
+        attributes = {k: v for k, v in sub.items() if k not in removed_attrs}
+        return GetSubscriptionAttributesResponse(Attributes=attributes)
+
+    def set_subscription_attributes(
+        self,
+        context: RequestContext,
+        subscription_arn: subscriptionARN,
+        attribute_name: attributeName,
+        attribute_value: attributeValue = None,
+        **kwargs,
+    ) -> None:
+        store = self.get_store(account_id=context.account_id, region=context.region)
+        sub = store.subscriptions.get(subscription_arn)
+        if not sub:
+            raise NotFoundException("Subscription does not exist")
+
+        validate_subscription_attribute(
+            attribute_name=attribute_name,
+            attribute_value=attribute_value,
+            topic_arn=sub["TopicArn"],
+            endpoint=sub["Endpoint"],
+        )
+        if attribute_name == "RawMessageDelivery":
+            attribute_value = attribute_value.lower()
+
+        elif attribute_name == "FilterPolicy":
+            filter_policy = json.loads(attribute_value) if attribute_value else None
+            if filter_policy:
+                validator = FilterPolicyValidator(
+                    scope=sub.get("FilterPolicyScope", "MessageAttributes"),
+                    is_subscribe_call=False,
+                )
+                validator.validate_filter_policy(filter_policy)
+
+            store.subscription_filter_policy[subscription_arn] = filter_policy
+
+        sub[attribute_name] = attribute_value
+
+    def confirm_subscription(
+        self,
+        context: RequestContext,
+        topic_arn: topicARN,
+        token: String,
+        authenticate_on_unsubscribe: authenticateOnUnsubscribe = None,
+        **kwargs,
+    ) -> ConfirmSubscriptionResponse:
+        # TODO: validate format on the token (seems to be 288 hex chars)
+        # this request can come from any http client, it might not be signed (we would need to implement
+        # `authenticate_on_unsubscribe` to force a signing client to do this request.
+        # so, the region and account_id might not be in the request. Use the ones from the topic_arn
+        try:
+            parsed_arn = parse_arn(topic_arn)
+        except InvalidArnException:
+            raise InvalidParameterException("Invalid parameter: Topic")
+
+        store = self.get_store(account_id=parsed_arn["account"], region=parsed_arn["region"])
+
+        # it seems SNS is able to know what the region of the topic should be, even though a wrong topic is accepted
+        if parsed_arn["region"] != get_region_from_subscription_token(token):
+            raise InvalidParameterException("Invalid parameter: Topic")
+
+        subscription_arn = store.subscription_tokens.get(token)
+        if not subscription_arn:
+            raise InvalidParameterException("Invalid parameter: Token")
+
+        subscription = store.subscriptions.get(subscription_arn)
+        if not subscription:
+            # subscription could have been deleted in the meantime
+            raise InvalidParameterException("Invalid parameter: Token")
+
+        # ConfirmSubscription is idempotent
+        if subscription.get("PendingConfirmation") == "false":
+            return ConfirmSubscriptionResponse(SubscriptionArn=subscription_arn)
+
+        subscription["PendingConfirmation"] = "false"
+        subscription["ConfirmationWasAuthenticated"] = "true"
+
+        return ConfirmSubscriptionResponse(SubscriptionArn=subscription_arn)
+
+    def list_subscriptions(
+        self, context: RequestContext, next_token: nextToken = None, **kwargs
+    ) -> ListSubscriptionsResponse:
+        store = self.get_store(context.account_id, context.region)
+        subscriptions = [
+            select_from_typed_dict(Subscription, sub) for sub in list(store.subscriptions.values())
+        ]
+        paginated_subscriptions = PaginatedList(subscriptions)
+        page, next_token = paginated_subscriptions.get_page(
+            token_generator=lambda x: get_next_page_token_from_arn(x["SubscriptionArn"]),
+            page_size=100,
+            next_token=next_token,
+        )
+
+        response = ListSubscriptionsResponse(Subscriptions=page)
+        if next_token:
+            response["NextToken"] = next_token
+        return response
+
+    def list_subscriptions_by_topic(
+        self, context: RequestContext, topic_arn: topicARN, next_token: nextToken = None, **kwargs
+    ) -> ListSubscriptionsByTopicResponse:
+        topic: Topic = self._get_topic(topic_arn, context)
+        parsed_topic_arn = parse_and_validate_topic_arn(topic_arn)
+        store = self.get_store(parsed_topic_arn["account"], parsed_topic_arn["region"])
+        sub_arns: list[str] = topic.get("subscriptions", [])
+        subscriptions = [store.subscriptions[k] for k in sub_arns if k in store.subscriptions]
+
+        paginated_subscriptions = PaginatedList(subscriptions)
+        page, next_token = paginated_subscriptions.get_page(
+            token_generator=lambda x: get_next_page_token_from_arn(x["SubscriptionArn"]),
+            page_size=100,
+            next_token=next_token,
+        )
+
+        response = ListSubscriptionsResponse(Subscriptions=page)
+        if next_token:
+            response["NextToken"] = next_token
+        return response
+
     @staticmethod
     def get_store(account_id: str, region: str) -> SnsStore:
         return sns_stores[account_id][region]
@@ -138,17 +539,6 @@ def _get_topic(arn: str, context: RequestContext) -> Topic:
             raise NotFoundException("Topic does not exist")
 
 
-def parse_and_validate_topic_arn(topic_arn: str | None) -> ArnData:
-    topic_arn = topic_arn or ""
-    try:
-        return parse_arn(topic_arn)
-    except InvalidArnException:
-        count = len(topic_arn.split(":"))
-        raise InvalidParameterException(
-            f"Invalid parameter: TopicArn Reason: An ARN must have at least 6 elements, not {count}"
-        )
-
-
 def _create_topic(name: str, attributes: dict, context: RequestContext) -> Topic:
     topic_arn = sns_topic_arn(
         topic_name=name, region_name=context.region, account_id=context.account_id
@@ -157,6 +547,7 @@ def _create_topic(name: str, attributes: dict, context: RequestContext) -> Topic
         "name": name,
         "arn": topic_arn,
         "attributes": {},
+        "subscriptions": [],
     }
     attrs = _default_attributes(topic, context)
     attrs.update(attributes or {})
diff --git a/localstack-core/localstack/services/sns/v2/utils.py b/localstack-core/localstack/services/sns/v2/utils.py
new file mode 100644
index 0000000000000..394f0637d1932
--- /dev/null
+++ b/localstack-core/localstack/services/sns/v2/utils.py
@@ -0,0 +1,122 @@
+import base64
+import json
+from uuid import uuid4
+
+from botocore.utils import InvalidArnException
+
+from localstack.aws.api.sns import InvalidParameterException
+from localstack.services.sns.constants import E164_REGEX, VALID_SUBSCRIPTION_ATTR_NAME
+from localstack.utils.aws.arns import ArnData, parse_arn
+from localstack.utils.strings import short_uid, to_bytes, to_str
+
+
+def parse_and_validate_topic_arn(topic_arn: str | None) -> ArnData:
+    topic_arn = topic_arn or ""
+    try:
+        return parse_arn(topic_arn)
+    except InvalidArnException:
+        count = len(topic_arn.split(":"))
+        raise InvalidParameterException(
+            f"Invalid parameter: TopicArn Reason: An ARN must have at least 6 elements, not {count}"
+        )
+
+
+def is_valid_e164_number(number: str) -> bool:
+    return E164_REGEX.match(number) is not None
+
+
+def validate_subscription_attribute(
+    attribute_name: str,
+    attribute_value: str,
+    topic_arn: str,
+    endpoint: str,
+    is_subscribe_call: bool = False,
+) -> None:
+    """
+    Validate the subscription attribute to be set. See:
+    https://docs.aws.amazon.com/sns/latest/api/API_SetSubscriptionAttributes.html
+    :param attribute_name: the subscription attribute name, must be in VALID_SUBSCRIPTION_ATTR_NAME
+    :param attribute_value: the subscription attribute value
+    :param topic_arn: the topic_arn of the subscription, needed to know if it is FIFO
+    :param endpoint: the subscription endpoint (like an SQS queue ARN)
+    :param is_subscribe_call: the error message is different if called from Subscribe or SetSubscriptionAttributes
+    :raises InvalidParameterException
+    :return:
+    """
+    error_prefix = (
+        "Invalid parameter: Attributes Reason: " if is_subscribe_call else "Invalid parameter: "
+    )
+    if attribute_name not in VALID_SUBSCRIPTION_ATTR_NAME:
+        raise InvalidParameterException(f"{error_prefix}AttributeName")
+
+    if attribute_name == "FilterPolicy":
+        try:
+            json.loads(attribute_value or "{}")
+        except json.JSONDecodeError:
+            raise InvalidParameterException(f"{error_prefix}FilterPolicy: failed to parse JSON.")
+    elif attribute_name == "FilterPolicyScope":
+        if attribute_value not in ("MessageAttributes", "MessageBody"):
+            raise InvalidParameterException(
+                f"{error_prefix}FilterPolicyScope: Invalid value [{attribute_value}]. "
+                f"Please use either MessageBody or MessageAttributes"
+            )
+    elif attribute_name == "RawMessageDelivery":
+        # TODO: only for SQS and https(s) subs, + firehose
+        if attribute_value.lower() not in ("true", "false"):
+            raise InvalidParameterException(
+                f"{error_prefix}RawMessageDelivery: Invalid value [{attribute_value}]. "
+                f"Must be true or false."
+            )
+
+    elif attribute_name == "RedrivePolicy":
+        try:
+            dlq_target_arn = json.loads(attribute_value).get("deadLetterTargetArn", "")
+        except json.JSONDecodeError:
+            raise InvalidParameterException(f"{error_prefix}RedrivePolicy: failed to parse JSON.")
+        try:
+            parsed_arn = parse_arn(dlq_target_arn)
+        except InvalidArnException:
+            raise InvalidParameterException(
+                f"{error_prefix}RedrivePolicy: deadLetterTargetArn is an invalid arn"
+            )
+
+        if topic_arn.endswith(".fifo"):
+            if endpoint.endswith(".fifo") and (
+                not parsed_arn["resource"].endswith(".fifo") or "sqs" not in parsed_arn["service"]
+            ):
+                raise InvalidParameterException(
+                    f"{error_prefix}RedrivePolicy: must use a FIFO queue as DLQ for a FIFO Subscription to a FIFO Topic."
+                )
+
+
+def create_subscription_arn(topic_arn: str) -> str:
+    # This is the format of a Subscription ARN
+    # arn:aws:sns:us-west-2:123456789012:my-topic:8a21d249-4329-4871-acc6-7be709c6ea7f
+    return f"{topic_arn}:{uuid4()}"
+
+
+def encode_subscription_token_with_region(region: str) -> str:
+    """
+    Create a 64 characters Subscription Token with the region encoded
+    :param region:
+    :return: a subscription token with the region encoded
+    """
+    return ((region.encode() + b"/").hex() + short_uid() * 8)[:64]
+
+
+def get_next_page_token_from_arn(resource_arn: str) -> str:
+    return to_str(base64.b64encode(to_bytes(resource_arn)))
+
+
+def get_region_from_subscription_token(token: str) -> str:
+    """
+    Try to decode and return the region from a subscription token
+    :param token:
+    :return: the region if able to decode it
+    :raises: InvalidParameterException if the token is invalid
+    """
+    try:
+        region = token.split("2f", maxsplit=1)[0]
+        return bytes.fromhex(region).decode("utf-8")
+    except (IndexError, ValueError, TypeError, UnicodeDecodeError):
+        raise InvalidParameterException("Invalid parameter: Token")
diff --git a/tests/aws/services/sns/test_sns.py b/tests/aws/services/sns/test_sns.py
index d362dbb7956e4..2eb321d59906f 100644
--- a/tests/aws/services/sns/test_sns.py
+++ b/tests/aws/services/sns/test_sns.py
@@ -361,8 +361,10 @@ def test_create_topic_should_be_idempotent(self, snapshot, sns_create_topic, aws
         attrs = aws_client.sns.get_topic_attributes(TopicArn=resp2["TopicArn"])
         snapshot.match("topic-attrs-idempotent-2", attrs)
 
-    @pytest.mark.skipif(
-        is_sns_v1_provider(), reason="covered in moto, but with slight parity errors"
+    @markers.snapshot.skip_snapshot_verify(
+        # skipped only for v1
+        condition=is_sns_v1_provider,
+        paths=["$..Error.Message"],
     )
     @markers.aws.validated
     def test_create_topic_name_constraints(self, snapshot, sns_create_topic):
@@ -381,10 +383,12 @@ def test_create_topic_name_constraints(self, snapshot, sns_create_topic):
         snapshot.match("name-too-long", e.value.response)
 
         # Invalid chars
-        for c in [":", ";", "!", "@", "|", "^", "%", " "]:
+        # TODO: the index is used because using special characters in the matched name doesn't work for all chars
+        #  -> we should write a snapshot test to investigate further
+        for index, c in enumerate([":", ";", "!", "@", "|", "^", "%", " "]):
             with pytest.raises(ClientError) as e:
                 sns_create_topic(Name=f"bad{c}name")
-            snapshot.match(f"name-invalid-char-{c}", e.value.response)
+            snapshot.match(f"name-invalid-char-{index}", e.value.response)
 
     @markers.aws.validated
     @markers.snapshot.skip_snapshot_verify(
@@ -875,7 +879,6 @@ def test_message_structure_json_exc(self, sns_create_topic, snapshot, aws_client
 
 class TestSNSSubscriptionCrud:
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_subscribe_with_invalid_protocol(self, sns_create_topic, sns_subscription, snapshot):
         topic_arn = sns_create_topic()["TopicArn"]
 
@@ -887,7 +890,6 @@ def test_subscribe_with_invalid_protocol(self, sns_create_topic, sns_subscriptio
         snapshot.match("exception", e.value.response)
 
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_unsubscribe_from_non_existing_subscription(
         self, sns_create_topic, sqs_create_queue, sns_create_sqs_subscription, snapshot, aws_client
     ):
@@ -900,7 +902,6 @@ def test_unsubscribe_from_non_existing_subscription(
         snapshot.match("empty-unsubscribe", response)
 
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_create_subscriptions_with_attributes(
         self,
         sns_create_topic,
@@ -953,7 +954,6 @@ def test_create_subscriptions_with_attributes(
         snapshot.match("get-attrs-nonexistent-sub", e.value.response)
 
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_not_found_error_on_set_subscription_attributes(
         self,
         sns_create_topic,
@@ -1008,7 +1008,6 @@ def check_subscription_deleted():
             "$.invalid-json-filter-policy.Error.Message",  # message contains java trace in AWS, assert instead
         ]
     )
-    @skip_if_sns_v2
     def test_validate_set_sub_attributes(
         self,
         sns_create_topic,
@@ -1082,7 +1081,6 @@ def test_validate_set_sub_attributes(
     @markers.snapshot.skip_snapshot_verify(
         paths=["$.invalid-token.Error.Message"]  # validate the token shape
     )
-    @skip_if_sns_v2
     def test_sns_confirm_subscription_wrong_token(self, sns_create_topic, snapshot, aws_client):
         topic_arn = sns_create_topic()["TopicArn"]
 
@@ -1109,42 +1107,29 @@ def test_sns_confirm_subscription_wrong_token(self, sns_create_topic, snapshot,
         snapshot.match("token-not-exists", e.value.response)
 
     @markers.aws.validated
-    @markers.snapshot.skip_snapshot_verify(
-        paths=["$.list-subscriptions.Subscriptions"],
-        # there could be cleanup issues and don't want to flake, manually assert
-    )
-    @skip_if_sns_v2
     def test_list_subscriptions(
         self,
         sns_create_topic,
         sqs_create_queue,
         sqs_get_queue_arn,
         sns_subscription,
-        snapshot,
         aws_client,
     ):
-        snapshot.add_transformer(snapshot.transform.key_value("NextToken"))
         topic = sns_create_topic()
         topic_arn = topic["TopicArn"]
-        snapshot.match("create-topic-1", topic)
         topic_2 = sns_create_topic()
         topic_arn_2 = topic_2["TopicArn"]
-        snapshot.match("create-topic-2", topic_2)
-        sorting_list = []
+        created_subscriptions = []
         for i in range(3):
             queue_url = sqs_create_queue()
             queue_arn = sqs_get_queue_arn(queue_url)
-            subscription = sns_subscription(TopicArn=topic_arn, Protocol="sqs", Endpoint=queue_arn)
-            snapshot.match(f"sub-topic-1-{i}", subscription)
-            sorting_list.append((topic_arn, queue_arn))
+            sns_subscription(TopicArn=topic_arn, Protocol="sqs", Endpoint=queue_arn)
+            created_subscriptions.append((topic_arn, queue_arn))
         for i in range(3):
             queue_url = sqs_create_queue()
             queue_arn = sqs_get_queue_arn(queue_url)
-            subscription = sns_subscription(
-                TopicArn=topic_arn_2, Protocol="sqs", Endpoint=queue_arn
-            )
-            snapshot.match(f"sub-topic-2-{i}", subscription)
-            sorting_list.append((topic_arn_2, queue_arn))
+            sns_subscription(TopicArn=topic_arn_2, Protocol="sqs", Endpoint=queue_arn)
+            created_subscriptions.append((topic_arn_2, queue_arn))
 
         list_subs = aws_client.sns.list_subscriptions()
         all_subs = list_subs["Subscriptions"]
@@ -1153,14 +1138,10 @@ def test_list_subscriptions(
                 list_subs = aws_client.sns.list_subscriptions(NextToken=next_token)
                 all_subs.extend(list_subs["Subscriptions"])
 
-        all_subs.sort(key=lambda x: sorting_list.index((x["TopicArn"], x["Endpoint"])))
-        list_subs["Subscriptions"] = all_subs
-        snapshot.match("list-subscriptions-aggregated", list_subs)
-
-        assert all((sub["TopicArn"], sub["Endpoint"]) in sorting_list for sub in all_subs)
+        all_sub_tuples = [(sub["TopicArn"], sub["Endpoint"]) for sub in all_subs]
+        assert all(sub in all_sub_tuples for sub in created_subscriptions)
 
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_list_subscriptions_by_topic_pagination(
         self, sns_create_topic, sns_subscription, snapshot, aws_client
     ):
@@ -1202,7 +1183,6 @@ def test_list_subscriptions_by_topic_pagination(
         assert len(response["Subscriptions"]) <= 100
 
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_subscribe_idempotency(
         self, aws_client, sns_create_topic, sqs_create_queue, sqs_get_queue_arn, snapshot
     ):
@@ -1274,7 +1254,6 @@ def subscribe_queue_to_topic(attributes: dict = None) -> dict:
         snapshot.match("subscribe-diff-attributes", e.value.response)
 
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_unsubscribe_idempotency(
         self, sns_create_topic, sqs_create_queue, sns_create_sqs_subscription, snapshot, aws_client
     ):
@@ -1291,7 +1270,6 @@ def test_unsubscribe_idempotency(
         snapshot.match("unsubscribe-2", unsubscribe_2)
 
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_unsubscribe_wrong_arn_format(self, snapshot, aws_client_factory, region_name):
         sns_client = aws_client_factory(
             region_name=region_name, config=Config(parameter_validation=False)
@@ -1318,7 +1296,6 @@ def test_unsubscribe_wrong_arn_format(self, snapshot, aws_client_factory, region
         snapshot.match("invalid-unsubscribe-arn-4", e.value.response)
 
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_subscribe_with_invalid_topic(self, sns_create_topic, sns_subscription, snapshot):
         with pytest.raises(ClientError) as e:
             sns_subscription(
@@ -1346,6 +1323,303 @@ def test_subscribe_with_invalid_topic(self, sns_create_topic, sns_subscription,
         snapshot.match("non-existent-topic", e.value.response)
 
 
+class TestSNSSubscriptionCrudV2:
+    @markers.aws.validated
+    def test_subscribe_sms(self, sns_create_topic, aws_client, snapshot):
+        topic_name = f"test-topic-{short_uid()}"
+        snapshot.add_transformer(snapshot.transform.regex(topic_name, "<topic>"))
+        topic_arn = sns_create_topic(Name=topic_name)["TopicArn"]
+
+        resp = aws_client.sns.subscribe(
+            TopicArn=topic_arn,
+            Protocol="sms",
+            Endpoint="+1234567890",
+        )
+        snapshot.match("subscribe-sms-1", resp)
+
+    # FIXME
+    @pytest.mark.skipif(not is_aws_cloud(), reason="not accepting valid sms endpoint")
+    @markers.aws.validated
+    def test_subscribe_sms_obscure_phone_number(self, sns_create_topic, aws_client, snapshot):
+        topic_name = f"test-topic-{short_uid()}"
+        snapshot.add_transformer(snapshot.transform.regex(topic_name, "<topic>"))
+        topic_arn = sns_create_topic(Name=topic_name)["TopicArn"]
+        resp = aws_client.sns.subscribe(
+            TopicArn=topic_arn,
+            Protocol="sms",
+            Endpoint="+12/34-567.890",
+        )
+        snapshot.match("subscribe-sms-2", resp)
+
+    @markers.aws.validated
+    def test_subscribe_unknown_topic(self, aws_client, snapshot, account_id, region_name):
+        with pytest.raises(ClientError) as e:
+            aws_client.sns.subscribe(
+                TopicArn=f"arn:aws:sns:{region_name}:{account_id}:unknown-{short_uid()}",
+                Protocol="sms",
+                Endpoint="+1234567890",
+            )
+        snapshot.match("subscribe-unknown-topic", e.value.response)
+
+    @markers.aws.validated
+    def test_subscribe_unknown_sqs_queue(
+        self, sns_create_topic, aws_client, snapshot, account_id, region_name
+    ):
+        topic_name = f"test-topic-{short_uid()}"
+        snapshot.add_transformer(snapshot.transform.regex(topic_name, "<topic>"))
+        topic_arn = sns_create_topic(Name=topic_name)["TopicArn"]
+        resp = aws_client.sns.subscribe(
+            TopicArn=topic_arn,
+            Protocol="sqs",
+            Endpoint=f"arn:aws:sqs:{region_name}:{account_id}:unknown-{short_uid()}",
+        )
+        snapshot.match("subscribe-unknown-sqs", resp)
+
+        with pytest.raises(ClientError) as e:
+            aws_client.sns.subscribe(
+                TopicArn=topic_arn,
+                Protocol="sqs",
+                Endpoint="unknown",
+            )
+        snapshot.match("subscribe-unknown-sqs-invalid_arn", e.value.response)
+
+    @markers.aws.validated
+    def test_subscribe_sqs_queue_url(
+        self, sns_create_topic, sqs_create_queue, aws_client, snapshot
+    ):
+        topic_arn = sns_create_topic(Name=f"sqs-topic-{short_uid()}")["TopicArn"]
+        queue_url = sqs_create_queue(QueueName=f"queue-{short_uid()}")
+
+        with pytest.raises(ClientError) as e:
+            aws_client.sns.subscribe(
+                TopicArn=topic_arn,
+                Protocol="sqs",
+                Endpoint=queue_url,
+            )
+
+        snapshot.match("subscribe-sqs-via-url-error", e.value.response)
+
+    @markers.aws.validated
+    def test_subscribe_invalid_sms(self, sns_create_topic, aws_client, snapshot):
+        topic_arn = sns_create_topic(Name=f"bad-sms-{short_uid()}")["TopicArn"]
+
+        invalid_numbers = ["+15--551234567", "NAA+15551234567", "+15551234567.", "/+15551234567"]
+
+        for number in invalid_numbers:
+            with pytest.raises(ClientError) as e:
+                aws_client.sns.subscribe(
+                    TopicArn=topic_arn,
+                    Protocol="sms",
+                    Endpoint=number,
+                )
+            snapshot.match(f"subscribe-bad-sms-{number}", e.value.response)
+
+    # TODO: Parametrize for email protocol as well
+    @markers.aws.validated
+    def test_creating_subscription(self, sns_create_topic, aws_client, snapshot):
+        topic_arn = sns_create_topic(Name=f"create-sub-{short_uid()}")["TopicArn"]
+
+        resp = aws_client.sns.subscribe(
+            TopicArn=topic_arn, Protocol="http", Endpoint="http://example.com/"
+        )
+        snapshot.match("create-subscription", resp)
+
+    # TODO: parametrize for email protocol
+    @markers.aws.validated
+    def test_unsubscribe_from_deleted_topic(self, sns_create_topic, aws_client, snapshot):
+        topic_arn = sns_create_topic(Name=f"del-topic-sub-{short_uid()}")["TopicArn"]
+
+        sub_arn = aws_client.sns.subscribe(
+            TopicArn=topic_arn,
+            Protocol="http",
+            Endpoint="http://example.com/",
+        )["SubscriptionArn"]
+
+        aws_client.sns.delete_topic(TopicArn=topic_arn)
+
+        with pytest.raises(ClientError) as e:
+            aws_client.sns.unsubscribe(SubscriptionArn=sub_arn)
+        snapshot.match("unsubscribe-deleted-topic", e.value.response)
+
+    # TODO: parametrize for http and email protocol
+    @markers.aws.validated
+    def test_getting_subscriptions_by_topic(
+        self, sns_create_topic, sqs_create_queue, sqs_get_queue_arn, aws_client, snapshot
+    ):
+        topic_arn = sns_create_topic(Name=f"get-subs-{short_uid()}")["TopicArn"]
+        queue_url = sqs_create_queue(QueueName=f"queue-{short_uid()}")
+
+        aws_client.sns.subscribe(
+            TopicArn=topic_arn,
+            Protocol="sqs",
+            Endpoint=sqs_get_queue_arn(queue_url),
+        )
+
+        resp = aws_client.sns.list_subscriptions_by_topic(TopicArn=topic_arn)
+        snapshot.match("list-subscriptions-by-topic", resp)
+
+    @markers.aws.validated
+    def test_subscription_paging(self, sns_create_topic, aws_client, snapshot):
+        topic_arn = sns_create_topic(Name=f"paging-sub-{short_uid()}")["TopicArn"]
+
+        sub_arns = []
+        for i in range(120):
+            sub_arns.append(
+                aws_client.sns.subscribe(
+                    TopicArn=topic_arn,
+                    Protocol="email",
+                    Endpoint=f"user{i}@example.com",
+                )["SubscriptionArn"]
+            )
+
+        resp = aws_client.sns.list_subscriptions_by_topic(TopicArn=topic_arn)
+        assert "NextToken" in resp
+
+    @pytest.mark.skip(reason="TODO")
+    @markers.aws.validated
+    def test_subscribe_attributes(self, sns_create_topic, aws_client, snapshot):
+        topic_arn = sns_create_topic(Name=f"sub-attrs-{short_uid()}")["TopicArn"]
+
+        sub_arn = aws_client.sns.subscribe(
+            TopicArn=topic_arn,
+            Protocol="email",
+            Endpoint="test@example.com",
+        )["SubscriptionArn"]
+
+        resp = aws_client.sns.get_subscription_attributes(SubscriptionArn=sub_arn)
+        snapshot.match("get-subscription-attributes", resp)
+
+    @pytest.mark.skip(reason="TODO")
+    @markers.aws.needs_fixing
+    def test_creating_subscription_with_attributes(self, sns_create_topic, aws_client, snapshot):
+        topic_arn = sns_create_topic(Name=f"sub-with-attrs-{short_uid()}")["TopicArn"]
+
+        sub_arn = aws_client.sns.subscribe(
+            TopicArn=topic_arn,
+            Protocol="email",
+            Endpoint="test@example.com",
+            Attributes={"RawMessageDelivery": "true"},
+        )["SubscriptionArn"]
+
+        attrs = aws_client.sns.get_subscription_attributes(SubscriptionArn=sub_arn)
+        snapshot.match("subscription-with-attributes", attrs)
+
+    @pytest.mark.skip(reason="TODO")
+    @markers.aws.needs_fixing
+    def test_delete_subscriptions_on_delete_topic(self, sns_create_topic, aws_client, snapshot):
+        topic_arn = sns_create_topic(Name=f"del-subs-topic-{short_uid()}")["TopicArn"]
+
+        sub_arn = aws_client.sns.subscribe(
+            TopicArn=topic_arn,
+            Protocol="email",
+            Endpoint="test@example.com",
+        )["SubscriptionArn"]
+
+        aws_client.sns.delete_topic(TopicArn=topic_arn)
+
+        with pytest.raises(ClientError) as e:
+            aws_client.sns.get_subscription_attributes(SubscriptionArn=sub_arn)
+        snapshot.match("get-sub-after-topic-delete", e.value.response)
+
+    @pytest.mark.skip(reason="TODO")
+    @markers.aws.needs_fixing
+    def test_set_subscription_attributes(self, sns_create_topic, aws_client, snapshot):
+        topic_arn = sns_create_topic(Name=f"set-attr-sub-{short_uid()}")["TopicArn"]
+
+        sub_arn = aws_client.sns.subscribe(
+            TopicArn=topic_arn,
+            Protocol="email",
+            Endpoint="test@example.com",
+        )["SubscriptionArn"]
+
+        aws_client.sns.set_subscription_attributes(
+            SubscriptionArn=sub_arn,
+            AttributeName="RawMessageDelivery",
+            AttributeValue="true",
+        )
+
+        attrs = aws_client.sns.get_subscription_attributes(SubscriptionArn=sub_arn)
+        assert attrs["Attributes"]["RawMessageDelivery"] == "true"
+        snapshot.match("set-subscription-attributes", attrs)
+
+    @pytest.mark.skip(reason="TODO")
+    @markers.aws.needs_fixing
+    def test_subscribe_invalid_filter_policy(self, sns_create_topic, aws_client, snapshot):
+        topic_arn = sns_create_topic(Name=f"filter-policy-{short_uid()}")["TopicArn"]
+
+        with pytest.raises(ClientError) as e:
+            aws_client.sns.subscribe(
+                TopicArn=topic_arn,
+                Protocol="email",
+                Endpoint="test@example.com",
+                Attributes={"FilterPolicy": "invalid-json"},
+            )
+        snapshot.match("subscribe-invalid-filter-policy", e.value.response)
+
+    @pytest.mark.skip(reason="TODO")
+    @markers.aws.needs_fixing
+    def test_check_not_opted_out(self, sns_create_topic, aws_client, snapshot):
+        sns_create_topic(Name=f"optout-{short_uid()}")["TopicArn"]
+
+        resp = aws_client.sns.check_if_phone_number_is_opted_out(PhoneNumber="+1234567890")
+        snapshot.match("check-not-opted-out", resp)
+
+    @pytest.mark.skip(reason="TODO")
+    @markers.aws.needs_fixing
+    def test_check_opted_out(self, sns_create_topic, aws_client, snapshot):
+        sns_create_topic(Name=f"opted-{short_uid()}")["TopicArn"]
+
+        # Simulate opt-out
+        aws_client.sns.opt_in_phone_number(PhoneNumber="+1234567890")
+        resp = aws_client.sns.check_if_phone_number_is_opted_out(PhoneNumber="+1234567890")
+        snapshot.match("check-opted-out", resp)
+
+    @pytest.mark.skip(reason="TODO")
+    @markers.aws.needs_fixing
+    def test_check_opted_out_invalid(self, sns_create_topic, aws_client, snapshot):
+        with pytest.raises(ClientError) as e:
+            aws_client.sns.check_if_phone_number_is_opted_out(PhoneNumber="invalid-number")
+        snapshot.match("check-opted-out-invalid", e.value.response)
+
+    @pytest.mark.skip(reason="TODO")
+    @markers.aws.needs_fixing
+    def test_list_opted_out(self, sns_create_topic, aws_client, snapshot):
+        resp = aws_client.sns.list_phone_numbers_opted_out()
+        snapshot.match("list-opted-out", resp)
+
+    @pytest.mark.skip(reason="TODO")
+    @markers.aws.needs_fixing
+    def test_opt_in(self, sns_create_topic, aws_client, snapshot):
+        aws_client.sns.opt_in_phone_number(PhoneNumber="+1234567890")
+        resp = aws_client.sns.check_if_phone_number_is_opted_out(PhoneNumber="+1234567890")
+        snapshot.match("opt-in", resp)
+
+    @pytest.mark.skip(reason="TODO")
+    @markers.aws.needs_fixing
+    def test_confirm_subscription(self, sns_create_topic, aws_client, snapshot):
+        topic_arn = sns_create_topic(Name=f"confirm-sub-{short_uid()}")["TopicArn"]
+
+        aws_client.sns.subscribe(
+            TopicArn=topic_arn,
+            Protocol="email",
+            Endpoint="test@example.com",
+        )
+
+        resp = aws_client.sns.confirm_subscription(
+            TopicArn=topic_arn, Token="fake-token", AuthenticateOnUnsubscribe="true"
+        )
+        snapshot.match("confirm-subscription", resp)
+
+    @pytest.mark.skip(reason="TODO")
+    @markers.aws.needs_fixing
+    def test_get_subscription_attributes_error_not_exists(self, aws_client, snapshot):
+        with pytest.raises(ClientError) as e:
+            aws_client.sns.get_subscription_attributes(
+                SubscriptionArn=f"arn:aws:sns:us-east-1:000000000000:nonexistent-{short_uid()}"
+            )
+        snapshot.match("get-sub-attrs-nonexistent", e.value.response)
+
+
 class TestSNSSubscriptionLambda:
     @markers.aws.validated
     @skip_if_sns_v2
diff --git a/tests/aws/services/sns/test_sns.snapshot.json b/tests/aws/services/sns/test_sns.snapshot.json
index b6e1abd9e3f68..2eb2ca7617f1d 100644
--- a/tests/aws/services/sns/test_sns.snapshot.json
+++ b/tests/aws/services/sns/test_sns.snapshot.json
@@ -637,7 +637,7 @@
     }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrud::test_subscribe_with_invalid_protocol": {
-    "recorded-date": "24-08-2023, 23:27:50",
+    "recorded-date": "06-10-2025, 10:25:11",
     "recorded-content": {
       "exception": {
         "Error": {
@@ -653,7 +653,7 @@
     }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrud::test_unsubscribe_from_non_existing_subscription": {
-    "recorded-date": "24-08-2023, 23:27:52",
+    "recorded-date": "06-10-2025, 10:25:16",
     "recorded-content": {
       "empty-unsubscribe": {
         "ResponseMetadata": {
@@ -664,7 +664,7 @@
     }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrud::test_create_subscriptions_with_attributes": {
-    "recorded-date": "29-03-2024, 19:44:43",
+    "recorded-date": "06-10-2025, 10:25:19",
     "recorded-content": {
       "subscribe-wrong-attr": {
         "Error": {
@@ -715,7 +715,7 @@
     }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrud::test_not_found_error_on_set_subscription_attributes": {
-    "recorded-date": "24-08-2023, 23:27:55",
+    "recorded-date": "06-10-2025, 10:25:23",
     "recorded-content": {
       "sub": {
         "SubscriptionArn": "arn:<partition>:sns:<region>:111111111111:<resource:4>:<resource:1>",
@@ -777,7 +777,7 @@
     }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrud::test_validate_set_sub_attributes": {
-    "recorded-date": "29-03-2024, 19:30:24",
+    "recorded-date": "06-10-2025, 10:25:27",
     "recorded-content": {
       "fake-attribute": {
         "Error": {
@@ -826,7 +826,7 @@
       "invalid-json-redrive-policy": {
         "Error": {
           "Code": "InvalidParameter",
-          "Message": "Invalid parameter: RedrivePolicy: failed to parse JSON. Unexpected character ('i' (code 105)): was expecting double-quote to start field name\n at [Source: java.io.StringReader@469cc9aa; line: 1, column: 3]",
+          "Message": "Invalid parameter: RedrivePolicy: failed to parse JSON. Unexpected character ('i' (code 105)): was expecting double-quote to start field name\n at [Source: REDACTED (`StreamReadFeature.INCLUDE_SOURCE_IN_LOCATION` disabled); line: 1, column: 2]",
           "Type": "Sender"
         },
         "ResponseMetadata": {
@@ -837,7 +837,7 @@
       "invalid-json-filter-policy": {
         "Error": {
           "Code": "InvalidParameter",
-          "Message": "Invalid parameter: FilterPolicy: failed to parse JSON. Unexpected character ('i' (code 105)): was expecting double-quote to start field name\n at [Source: (String)\"{invalidjson}\"; line: 1, column: 3]",
+          "Message": "Invalid parameter: FilterPolicy: failed to parse JSON. Unexpected character ('i' (code 105)): was expecting double-quote to start field name\n at [Source: REDACTED (`StreamReadFeature.INCLUDE_SOURCE_IN_LOCATION` disabled); line: 1, column: 2]",
           "Type": "Sender"
         },
         "ResponseMetadata": {
@@ -848,7 +848,7 @@
     }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrud::test_sns_confirm_subscription_wrong_token": {
-    "recorded-date": "24-08-2023, 23:27:58",
+    "recorded-date": "06-10-2025, 10:25:28",
     "recorded-content": {
       "topic-not-exists": {
         "Error": {
@@ -886,7 +886,7 @@
     }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionLambda::test_python_lambda_subscribe_sns_topic": {
-    "recorded-date": "24-08-2023, 23:28:59",
+    "recorded-date": "06-10-2025, 11:08:48",
     "recorded-content": {
       "notification": {
         "Message": "Hello world.",
@@ -3599,118 +3599,11 @@
     }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrud::test_list_subscriptions": {
-    "recorded-date": "25-08-2023, 16:23:53",
-    "recorded-content": {
-      "create-topic-1": {
-        "TopicArn": "arn:<partition>:sns:<region>:111111111111:<resource:1>",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "create-topic-2": {
-        "TopicArn": "arn:<partition>:sns:<region>:111111111111:<resource:2>",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "sub-topic-1-0": {
-        "SubscriptionArn": "arn:<partition>:sns:<region>:111111111111:<resource:1>:<resource:3>",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "sub-topic-1-1": {
-        "SubscriptionArn": "arn:<partition>:sns:<region>:111111111111:<resource:1>:<resource:4>",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "sub-topic-1-2": {
-        "SubscriptionArn": "arn:<partition>:sns:<region>:111111111111:<resource:1>:<resource:5>",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "sub-topic-2-0": {
-        "SubscriptionArn": "arn:<partition>:sns:<region>:111111111111:<resource:2>:<resource:6>",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "sub-topic-2-1": {
-        "SubscriptionArn": "arn:<partition>:sns:<region>:111111111111:<resource:2>:<resource:7>",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "sub-topic-2-2": {
-        "SubscriptionArn": "arn:<partition>:sns:<region>:111111111111:<resource:2>:<resource:8>",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "list-subscriptions-aggregated": {
-        "Subscriptions": [
-          {
-            "Endpoint": "arn:<partition>:sqs:<region>:111111111111:<resource:9>",
-            "Owner": "111111111111",
-            "Protocol": "sqs",
-            "SubscriptionArn": "arn:<partition>:sns:<region>:111111111111:<resource:1>:<resource:3>",
-            "TopicArn": "arn:<partition>:sns:<region>:111111111111:<resource:1>"
-          },
-          {
-            "Endpoint": "arn:<partition>:sqs:<region>:111111111111:<resource:10>",
-            "Owner": "111111111111",
-            "Protocol": "sqs",
-            "SubscriptionArn": "arn:<partition>:sns:<region>:111111111111:<resource:1>:<resource:4>",
-            "TopicArn": "arn:<partition>:sns:<region>:111111111111:<resource:1>"
-          },
-          {
-            "Endpoint": "arn:<partition>:sqs:<region>:111111111111:<resource:11>",
-            "Owner": "111111111111",
-            "Protocol": "sqs",
-            "SubscriptionArn": "arn:<partition>:sns:<region>:111111111111:<resource:1>:<resource:5>",
-            "TopicArn": "arn:<partition>:sns:<region>:111111111111:<resource:1>"
-          },
-          {
-            "Endpoint": "arn:<partition>:sqs:<region>:111111111111:<resource:12>",
-            "Owner": "111111111111",
-            "Protocol": "sqs",
-            "SubscriptionArn": "arn:<partition>:sns:<region>:111111111111:<resource:2>:<resource:6>",
-            "TopicArn": "arn:<partition>:sns:<region>:111111111111:<resource:2>"
-          },
-          {
-            "Endpoint": "arn:<partition>:sqs:<region>:111111111111:<resource:13>",
-            "Owner": "111111111111",
-            "Protocol": "sqs",
-            "SubscriptionArn": "arn:<partition>:sns:<region>:111111111111:<resource:2>:<resource:7>",
-            "TopicArn": "arn:<partition>:sns:<region>:111111111111:<resource:2>"
-          },
-          {
-            "Endpoint": "arn:<partition>:sqs:<region>:111111111111:<resource:14>",
-            "Owner": "111111111111",
-            "Protocol": "sqs",
-            "SubscriptionArn": "arn:<partition>:sns:<region>:111111111111:<resource:2>:<resource:8>",
-            "TopicArn": "arn:<partition>:sns:<region>:111111111111:<resource:2>"
-          }
-        ],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
+    "recorded-date": "07-10-2025, 10:07:36",
+    "recorded-content": {}
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrud::test_subscribe_idempotency": {
-    "recorded-date": "20-03-2025, 17:16:39",
+    "recorded-date": "06-10-2025, 10:26:46",
     "recorded-content": {
       "subscribe": {
         "SubscriptionArn": "arn:<partition>:sns:<region>:111111111111:<resource:4>:<resource:1>",
@@ -4021,7 +3914,7 @@
     }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrud::test_unsubscribe_wrong_arn_format": {
-    "recorded-date": "02-09-2025, 20:17:36",
+    "recorded-date": "06-10-2025, 10:26:51",
     "recorded-content": {
       "invalid-unsubscribe-arn-1": {
         "Error": {
@@ -4070,7 +3963,7 @@
     }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrud::test_unsubscribe_idempotency": {
-    "recorded-date": "07-11-2023, 00:36:06",
+    "recorded-date": "06-10-2025, 10:26:49",
     "recorded-content": {
       "unsubscribe-1": {
         "ResponseMetadata": {
@@ -4239,7 +4132,7 @@
     }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrud::test_list_subscriptions_by_topic_pagination": {
-    "recorded-date": "16-05-2024, 10:32:16",
+    "recorded-date": "06-10-2025, 10:26:42",
     "recorded-content": {
       "list-sub-per-topic-page-2": {
         "Subscriptions": [
@@ -4951,7 +4844,7 @@
     }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrud::test_subscribe_with_invalid_topic": {
-    "recorded-date": "23-01-2025, 22:38:17",
+    "recorded-date": "06-10-2025, 10:26:53",
     "recorded-content": {
       "invalid-subscribe-arn-1": {
         "Error": {
@@ -5403,7 +5296,7 @@
     }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSTopicCrudV2::test_create_topic_name_constraints": {
-    "recorded-date": "29-09-2025, 10:46:44",
+    "recorded-date": "07-10-2025, 09:49:48",
     "recorded-content": {
       "valid-name-max-length": {
         "TopicArn": "arn:<partition>:sns:<region>:111111111111:<resource:1>",
@@ -5434,7 +5327,7 @@
           "HTTPStatusCode": 400
         }
       },
-      "name-invalid-char-:": {
+      "name-invalid-char-0": {
         "Error": {
           "Code": "InvalidParameter",
           "Message": "Invalid parameter: Topic Name",
@@ -5445,7 +5338,7 @@
           "HTTPStatusCode": 400
         }
       },
-      "name-invalid-char-;": {
+      "name-invalid-char-1": {
         "Error": {
           "Code": "InvalidParameter",
           "Message": "Invalid parameter: Topic Name",
@@ -5456,7 +5349,7 @@
           "HTTPStatusCode": 400
         }
       },
-      "name-invalid-char-!": {
+      "name-invalid-char-2": {
         "Error": {
           "Code": "InvalidParameter",
           "Message": "Invalid parameter: Topic Name",
@@ -5467,7 +5360,7 @@
           "HTTPStatusCode": 400
         }
       },
-      "name-invalid-char-@": {
+      "name-invalid-char-3": {
         "Error": {
           "Code": "InvalidParameter",
           "Message": "Invalid parameter: Topic Name",
@@ -5478,7 +5371,7 @@
           "HTTPStatusCode": 400
         }
       },
-      "name-invalid-char-|": {
+      "name-invalid-char-4": {
         "Error": {
           "Code": "InvalidParameter",
           "Message": "Invalid parameter: Topic Name",
@@ -5489,7 +5382,7 @@
           "HTTPStatusCode": 400
         }
       },
-      "name-invalid-char-^": {
+      "name-invalid-char-5": {
         "Error": {
           "Code": "InvalidParameter",
           "Message": "Invalid parameter: Topic Name",
@@ -5500,7 +5393,7 @@
           "HTTPStatusCode": 400
         }
       },
-      "name-invalid-char-%": {
+      "name-invalid-char-6": {
         "Error": {
           "Code": "InvalidParameter",
           "Message": "Invalid parameter: Topic Name",
@@ -5511,7 +5404,7 @@
           "HTTPStatusCode": 400
         }
       },
-      "name-invalid-char- ": {
+      "name-invalid-char-7": {
         "Error": {
           "Code": "InvalidParameter",
           "Message": "Invalid parameter: Topic Name",
@@ -5746,5 +5639,308 @@
         }
       }
     }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrudV2::test_subscribe_sms": {
+    "recorded-date": "06-10-2025, 11:39:50",
+    "recorded-content": {
+      "subscribe-sms-1": {
+        "SubscriptionArn": "arn:<partition>:sns:<region>:111111111111:<topic>:<resource:1>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrudV2::test_subscribe_unknown_topic": {
+    "recorded-date": "06-10-2025, 11:43:45",
+    "recorded-content": {
+      "subscribe-unknown-topic": {
+        "Error": {
+          "Code": "NotFound",
+          "Message": "Topic does not exist",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 404
+        }
+      }
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrudV2::test_subscribe_unknown_sqs_queue": {
+    "recorded-date": "06-10-2025, 12:03:29",
+    "recorded-content": {
+      "subscribe-unknown-sqs": {
+        "SubscriptionArn": "arn:<partition>:sns:<region>:111111111111:<topic>:<resource:1>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "subscribe-unknown-sqs-invalid_arn": {
+        "Error": {
+          "Code": "InvalidParameter",
+          "Message": "Invalid parameter: SQS endpoint ARN",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrudV2::test_subscribe_sqs_queue_url": {
+    "recorded-date": "06-10-2025, 11:56:36",
+    "recorded-content": {
+      "subscribe-sqs-via-url-error": {
+        "Error": {
+          "Code": "InvalidParameter",
+          "Message": "Invalid parameter: SQS endpoint ARN",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrudV2::test_double_subscription": {
+    "recorded-date": "06-10-2025, 11:39:56",
+    "recorded-content": {
+      "double-subscription-first": {
+        "SubscriptionArn": "arn:<partition>:sns:<region>:111111111111:double-sub-befdfdff:<resource:1>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "double-subscription-second": {
+        "SubscriptionArn": "arn:<partition>:sns:<region>:111111111111:double-sub-befdfdff:<resource:1>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrudV2::test_subscribe_bad_sms": {
+    "recorded-date": "06-10-2025, 11:39:57",
+    "recorded-content": {
+      "subscribe-bad-sms": {
+        "Error": {
+          "Code": "InvalidParameter",
+          "Message": "Invalid SMS endpoint: invalid-number",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrudV2::test_creating_subscription": {
+    "recorded-date": "07-10-2025, 07:40:45",
+    "recorded-content": {
+      "create-subscription": {
+        "SubscriptionArn": "pending confirmation",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrudV2::test_unsubscribe_from_deleted_topic": {
+    "recorded-date": "07-10-2025, 07:46:56",
+    "recorded-content": {
+      "unsubscribe-deleted-topic": {
+        "Error": {
+          "Code": "InvalidParameter",
+          "Message": "Invalid parameter: SubscriptionArn Reason: An ARN must have at least 6 elements, not 1",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrudV2::test_getting_subscriptions_by_topic": {
+    "recorded-date": "07-10-2025, 08:29:43",
+    "recorded-content": {
+      "list-subscriptions-by-topic": {
+        "Subscriptions": [
+          {
+            "Endpoint": "arn:<partition>:sqs:<region>:111111111111:<resource:1>",
+            "Owner": "111111111111",
+            "Protocol": "sqs",
+            "SubscriptionArn": "arn:<partition>:sns:<region>:111111111111:<resource:3>:<resource:2>",
+            "TopicArn": "arn:<partition>:sns:<region>:111111111111:<resource:3>"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrudV2::test_subscribe_sms_obscure_phone_number": {
+    "recorded-date": "06-10-2025, 11:39:51",
+    "recorded-content": {
+      "subscribe-sms-2": {
+        "SubscriptionArn": "arn:<partition>:sns:<region>:111111111111:<topic>:<resource:1>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrudV2::test_subscribe_attributes": {
+    "recorded-date": "06-10-2025, 11:40:42",
+    "recorded-content": {}
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrudV2::test_creating_subscription_with_attributes": {
+    "recorded-date": "06-10-2025, 11:40:44",
+    "recorded-content": {}
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrudV2::test_delete_subscriptions_on_delete_topic": {
+    "recorded-date": "06-10-2025, 11:40:45",
+    "recorded-content": {
+      "get-sub-after-topic-delete": {
+        "Error": {
+          "Code": "InvalidParameter",
+          "Message": "Invalid parameter: SubscriptionArn Reason: An ARN must have at least 6 elements, not 1",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrudV2::test_set_subscription_attributes": {
+    "recorded-date": "06-10-2025, 11:40:47",
+    "recorded-content": {}
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrudV2::test_subscribe_invalid_filter_policy": {
+    "recorded-date": "06-10-2025, 11:40:48",
+    "recorded-content": {
+      "subscribe-invalid-filter-policy": {
+        "Error": {
+          "Code": "InvalidParameter",
+          "Message": "Invalid parameter: Attributes Reason: FilterPolicy: failed to parse JSON. Unrecognized token 'invalid': was expecting (JSON String, Number, Array, Object or token 'null', 'true' or 'false')\n at [Source: REDACTED (`StreamReadFeature.INCLUDE_SOURCE_IN_LOCATION` disabled); line: 1, column: 8]",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrudV2::test_check_not_opted_out": {
+    "recorded-date": "06-10-2025, 11:40:48",
+    "recorded-content": {}
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrudV2::test_check_opted_out": {
+    "recorded-date": "06-10-2025, 11:40:49",
+    "recorded-content": {}
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrudV2::test_check_opted_out_invalid": {
+    "recorded-date": "06-10-2025, 11:40:49",
+    "recorded-content": {}
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrudV2::test_list_opted_out": {
+    "recorded-date": "06-10-2025, 11:40:50",
+    "recorded-content": {
+      "list-opted-out": {
+        "phoneNumbers": [],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrudV2::test_opt_in": {
+    "recorded-date": "06-10-2025, 11:40:50",
+    "recorded-content": {}
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrudV2::test_confirm_subscription": {
+    "recorded-date": "06-10-2025, 11:40:51",
+    "recorded-content": {}
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrudV2::test_get_subscription_attributes_error_not_exists": {
+    "recorded-date": "06-10-2025, 11:40:51",
+    "recorded-content": {
+      "get-sub-attrs-nonexistent": {
+        "Error": {
+          "Code": "InvalidParameter",
+          "Message": "Invalid parameter: SubscriptionId",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrudV2::test_subscribe_invalid_sms": {
+    "recorded-date": "06-10-2025, 12:09:25",
+    "recorded-content": {
+      "subscribe-bad-sms-+15--551234567": {
+        "Error": {
+          "Code": "InvalidParameter",
+          "Message": "Invalid SMS endpoint: +15--551234567",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "subscribe-bad-sms-NAA+15551234567": {
+        "Error": {
+          "Code": "InvalidParameter",
+          "Message": "Invalid SMS endpoint: NAA+15551234567",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "subscribe-bad-sms-+15551234567.": {
+        "Error": {
+          "Code": "InvalidParameter",
+          "Message": "Invalid SMS endpoint: +15551234567.",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "subscribe-bad-sms-/+15551234567": {
+        "Error": {
+          "Code": "InvalidParameter",
+          "Message": "Invalid SMS endpoint: /+15551234567",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/sns/test_sns.validation.json b/tests/aws/services/sns/test_sns.validation.json
index 86c5f816e717e..0cf8a242f68f8 100644
--- a/tests/aws/services/sns/test_sns.validation.json
+++ b/tests/aws/services/sns/test_sns.validation.json
@@ -60,46 +60,250 @@
     "last_validated_date": "2024-05-14T19:34:11+00:00"
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrud::test_create_subscriptions_with_attributes": {
-    "last_validated_date": "2024-03-29T19:44:42+00:00"
+    "last_validated_date": "2025-10-06T10:25:19+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 2.64,
+      "teardown": 0.82,
+      "total": 3.47
+    }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrud::test_list_subscriptions": {
     "last_validated_date": "2023-08-25T14:23:53+00:00"
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrud::test_list_subscriptions_by_topic_pagination": {
-    "last_validated_date": "2024-05-16T10:31:56+00:00"
+    "last_validated_date": "2025-10-06T10:26:42+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 33.24,
+      "teardown": 31.21,
+      "total": 64.45
+    }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrud::test_not_found_error_on_set_subscription_attributes": {
-    "last_validated_date": "2023-08-24T21:27:55+00:00"
+    "last_validated_date": "2025-10-06T10:25:23+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 2.99,
+      "teardown": 0.8,
+      "total": 3.79
+    }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrud::test_sns_confirm_subscription_wrong_token": {
-    "last_validated_date": "2023-08-24T21:27:58+00:00"
+    "last_validated_date": "2025-10-06T10:25:28+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 1.19,
+      "teardown": 0.32,
+      "total": 1.51
+    }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrud::test_subscribe_idempotency": {
-    "last_validated_date": "2025-03-20T17:16:39+00:00"
+    "last_validated_date": "2025-10-06T10:26:46+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 3.54,
+      "teardown": 0.41,
+      "total": 3.96
+    }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrud::test_subscribe_with_invalid_protocol": {
-    "last_validated_date": "2023-08-24T21:27:50+00:00"
+    "last_validated_date": "2025-10-06T10:25:11+00:00",
+    "durations_in_seconds": {
+      "setup": 1.15,
+      "call": 1.16,
+      "teardown": 0.38,
+      "total": 2.69
+    }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrud::test_subscribe_with_invalid_topic": {
-    "last_validated_date": "2025-01-23T22:38:16+00:00"
+    "last_validated_date": "2025-10-06T10:26:53+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 1.06,
+      "teardown": 0.32,
+      "total": 1.38
+    }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrud::test_unsubscribe_from_non_existing_subscription": {
-    "last_validated_date": "2023-08-24T21:27:52+00:00"
+    "last_validated_date": "2025-10-06T10:25:16+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 3.15,
+      "teardown": 0.94,
+      "total": 4.09
+    }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrud::test_unsubscribe_idempotency": {
-    "last_validated_date": "2023-11-06T23:36:06+00:00"
+    "last_validated_date": "2025-10-06T10:26:49+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 2.03,
+      "teardown": 0.93,
+      "total": 2.96
+    }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrud::test_unsubscribe_wrong_arn_format": {
-    "last_validated_date": "2025-09-02T20:17:36+00:00",
+    "last_validated_date": "2025-10-06T10:26:51+00:00",
     "durations_in_seconds": {
-      "setup": 0.45,
-      "call": 0.73,
-      "teardown": 0.0,
-      "total": 1.18
+      "setup": 0.0,
+      "call": 1.77,
+      "teardown": 0.02,
+      "total": 1.79
     }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrud::test_validate_set_sub_attributes": {
-    "last_validated_date": "2024-03-29T19:30:23+00:00"
+    "last_validated_date": "2025-10-06T10:25:27+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 2.92,
+      "teardown": 0.88,
+      "total": 3.8
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrudV2::test_creating_subscription": {
+    "last_validated_date": "2025-10-07T07:40:45+00:00",
+    "durations_in_seconds": {
+      "setup": 1.23,
+      "call": 1.41,
+      "teardown": 0.23,
+      "total": 2.87
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrudV2::test_delete_subscriptions_on_delete_topic": {
+    "last_validated_date": "2025-10-06T11:40:45+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 1.21,
+      "teardown": 0.31,
+      "total": 1.53
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrudV2::test_double_subscription": {
+    "last_validated_date": "2025-10-06T11:39:56+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 1.1,
+      "teardown": 0.4,
+      "total": 1.5
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrudV2::test_get_subscription_attributes_error_not_exists": {
+    "last_validated_date": "2025-10-06T11:40:51+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 0.14,
+      "teardown": 0.03,
+      "total": 0.18
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrudV2::test_getting_subscriptions_by_topic": {
+    "last_validated_date": "2025-10-07T08:29:43+00:00",
+    "durations_in_seconds": {
+      "setup": 1.07,
+      "call": 3.6,
+      "teardown": 0.53,
+      "total": 5.2
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrudV2::test_list_opted_out": {
+    "last_validated_date": "2025-10-06T11:40:50+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.27,
+      "teardown": 0.02,
+      "total": 0.29
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrudV2::test_subscribe_bad_sms": {
+    "last_validated_date": "2025-10-06T11:39:57+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.61,
+      "teardown": 0.32,
+      "total": 0.93
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrudV2::test_subscribe_invalid_filter_policy": {
+    "last_validated_date": "2025-10-06T11:40:48+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.61,
+      "teardown": 0.3,
+      "total": 0.91
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrudV2::test_subscribe_invalid_sms": {
+    "last_validated_date": "2025-10-06T12:09:25+00:00",
+    "durations_in_seconds": {
+      "setup": 1.35,
+      "call": 2.17,
+      "teardown": 0.39,
+      "total": 3.91
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrudV2::test_subscribe_sms": {
+    "last_validated_date": "2025-10-06T11:39:50+00:00",
+    "durations_in_seconds": {
+      "setup": 1.17,
+      "call": 1.41,
+      "teardown": 0.3,
+      "total": 2.88
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrudV2::test_subscribe_sms_obscure_phone_number": {
+    "last_validated_date": "2025-10-06T11:39:51+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.6,
+      "teardown": 0.22,
+      "total": 0.82
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrudV2::test_subscribe_sqs_queue_url": {
+    "last_validated_date": "2025-10-06T11:56:36+00:00",
+    "durations_in_seconds": {
+      "setup": 0.99,
+      "call": 2.53,
+      "teardown": 0.44,
+      "total": 3.96
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrudV2::test_subscribe_unknown_sqs_queue": {
+    "last_validated_date": "2025-10-06T12:03:29+00:00",
+    "durations_in_seconds": {
+      "setup": 1.09,
+      "call": 1.85,
+      "teardown": 0.45,
+      "total": 3.39
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrudV2::test_subscribe_unknown_topic": {
+    "last_validated_date": "2025-10-06T11:43:45+00:00",
+    "durations_in_seconds": {
+      "setup": 0.97,
+      "call": 1.32,
+      "teardown": 0.04,
+      "total": 2.33
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrudV2::test_subscription_paging": {
+    "last_validated_date": "2025-10-07T14:33:46+00:00",
+    "durations_in_seconds": {
+      "setup": 0.78,
+      "call": 39.01,
+      "teardown": 0.2,
+      "total": 39.99
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrudV2::test_unsubscribe_from_deleted_topic": {
+    "last_validated_date": "2025-10-07T07:46:56+00:00",
+    "durations_in_seconds": {
+      "setup": 0.96,
+      "call": 2.59,
+      "teardown": 0.23,
+      "total": 3.78
+    }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionHttp::test_http_subscription_response": {
     "last_validated_date": "2024-05-13T21:28:15+00:00"
@@ -126,7 +330,13 @@
     "last_validated_date": "2024-01-04T18:33:46+00:00"
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionLambda::test_python_lambda_subscribe_sns_topic": {
-    "last_validated_date": "2023-08-24T21:28:59+00:00"
+    "last_validated_date": "2025-10-06T11:08:49+00:00",
+    "durations_in_seconds": {
+      "setup": 13.12,
+      "call": 15.88,
+      "teardown": 3.04,
+      "total": 32.04
+    }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionLambda::test_redrive_policy_lambda_subscription": {
     "last_validated_date": "2023-08-24T21:33:01+00:00"
@@ -315,12 +525,12 @@
     }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSTopicCrudV2::test_create_topic_name_constraints": {
-    "last_validated_date": "2025-09-29T10:46:44+00:00",
+    "last_validated_date": "2025-10-07T09:49:48+00:00",
     "durations_in_seconds": {
-      "setup": 1.38,
-      "call": 4.19,
-      "teardown": 0.31,
-      "total": 5.88
+      "setup": 1.02,
+      "call": 2.27,
+      "teardown": 0.26,
+      "total": 3.55
     }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSTopicCrudV2::test_create_topic_should_be_idempotent": {

From 34a61193619393cd7b14f8efe49ee2b98c684140 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 15 Oct 2025 18:21:56 +0200
Subject: [PATCH 307/697] Bump python from 3.13.7-slim-trixie to
 3.13.8-slim-trixie in the docker-base-images group (#13258)

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 Dockerfile    | 2 +-
 Dockerfile.s3 | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/Dockerfile b/Dockerfile
index 3ba816c4133c8..626bec8f68e57 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,7 +1,7 @@
 #
 # base: Stage which installs necessary runtime dependencies (OS packages, etc.)
 #
-FROM python:3.13.7-slim-trixie@sha256:5f55cdf0c5d9dc1a415637a5ccc4a9e18663ad203673173b8cda8f8dcacef689 AS base
+FROM python:3.13.8-slim-trixie@sha256:087a9f3b880e8b2c7688debb9df2a5106e060225ebd18c264d5f1d7a73399db0 AS base
 ARG TARGETARCH
 
 # Install runtime OS package dependencies
diff --git a/Dockerfile.s3 b/Dockerfile.s3
index a13ee97f00459..58ef7ed87c63c 100644
--- a/Dockerfile.s3
+++ b/Dockerfile.s3
@@ -1,5 +1,5 @@
 # base: Stage which installs necessary runtime dependencies (OS packages, filesystem...)
-FROM python:3.13.7-slim-trixie@sha256:5f55cdf0c5d9dc1a415637a5ccc4a9e18663ad203673173b8cda8f8dcacef689 AS base
+FROM python:3.13.8-slim-trixie@sha256:087a9f3b880e8b2c7688debb9df2a5106e060225ebd18c264d5f1d7a73399db0 AS base
 ARG TARGETARCH
 
 # set workdir

From 2a0bcdbfd04650458d559c21a67b08b840d5aa09 Mon Sep 17 00:00:00 2001
From: Bernhard Matyas <90144234+baermat@users.noreply.github.com>
Date: Wed, 15 Oct 2025 19:21:58 +0200
Subject: [PATCH 308/697] Sns: v2 sms attribute operations (#13255)

---
 .../localstack/services/sns/v2/models.py      |  12 ++
 .../localstack/services/sns/v2/provider.py    |  46 ++++++++
 tests/aws/services/sns/test_sns.py            |  61 ++++++++++
 tests/aws/services/sns/test_sns.snapshot.json | 105 ++++++++++++++++++
 .../aws/services/sns/test_sns.validation.json |  90 +++++++++++++++
 5 files changed, 314 insertions(+)

diff --git a/localstack-core/localstack/services/sns/v2/models.py b/localstack-core/localstack/services/sns/v2/models.py
index 614a9cb492a46..16fc6c6589010 100644
--- a/localstack-core/localstack/services/sns/v2/models.py
+++ b/localstack-core/localstack/services/sns/v2/models.py
@@ -36,6 +36,15 @@ class Topic(TypedDict, total=True):
 SnsApplicationPlatforms = Literal[
     "APNS", "APNS_SANDBOX", "ADM", "FCM", "Baidu", "GCM", "MPNS", "WNS"
 ]
+SMS_ATTRIBUTE_NAMES = [
+    "DeliveryStatusIAMRole",
+    "DeliveryStatusSuccessSamplingRate",
+    "DefaultSenderID",
+    "DefaultSMSType",
+    "UsageReportS3Bucket",
+]
+SMS_TYPES = ["Promotional", "Transactional"]
+SMS_DEFAULT_SENDER_REGEX = r"^(?=[A-Za-z0-9]{1,11}$)(?=.*[A-Za-z])[A-Za-z0-9]+$"
 SnsMessageProtocols = Literal[SnsProtocols, SnsApplicationPlatforms]
 
 
@@ -143,6 +152,9 @@ class SnsStore(BaseStore):
     # maps confirmation token to subscription ARN
     subscription_tokens: dict[str, str] = LocalAttribute(default=dict)
 
+    # topic/subscription independent default values for sending sms messages
+    sms_attributes: dict[str, str] = LocalAttribute(default=dict)
+
     TAGS: TaggingService = CrossRegionAttribute(default=TaggingService)
 
 
diff --git a/localstack-core/localstack/services/sns/v2/provider.py b/localstack-core/localstack/services/sns/v2/provider.py
index db466210fed41..12c739353c1d6 100644
--- a/localstack-core/localstack/services/sns/v2/provider.py
+++ b/localstack-core/localstack/services/sns/v2/provider.py
@@ -10,13 +10,17 @@
 from localstack.aws.api.sns import (
     ConfirmSubscriptionResponse,
     CreateTopicResponse,
+    GetSMSAttributesResponse,
     GetSubscriptionAttributesResponse,
     GetTopicAttributesResponse,
     InvalidParameterException,
+    ListString,
     ListSubscriptionsByTopicResponse,
     ListSubscriptionsResponse,
     ListTopicsResponse,
+    MapStringToString,
     NotFoundException,
+    SetSMSAttributesResponse,
     SnsApi,
     String,
     SubscribeResponse,
@@ -40,6 +44,9 @@
 from localstack.services.sns.filter import FilterPolicyValidator
 from localstack.services.sns.publisher import PublishDispatcher, SnsPublishContext
 from localstack.services.sns.v2.models import (
+    SMS_ATTRIBUTE_NAMES,
+    SMS_DEFAULT_SENDER_REGEX,
+    SMS_TYPES,
     SnsMessage,
     SnsMessageType,
     SnsStore,
@@ -517,6 +524,28 @@ def list_subscriptions_by_topic(
             response["NextToken"] = next_token
         return response
 
+    def set_sms_attributes(
+        self, context: RequestContext, attributes: MapStringToString, **kwargs
+    ) -> SetSMSAttributesResponse:
+        store = self.get_store(context.account_id, context.region)
+        _validate_sms_attributes(attributes)
+        _set_sms_attribute_default(store)
+        store.sms_attributes.update(attributes or {})
+        return SetSMSAttributesResponse()
+
+    def get_sms_attributes(
+        self, context: RequestContext, attributes: ListString | None = None, **kwargs
+    ) -> GetSMSAttributesResponse:
+        store = self.get_store(context.account_id, context.region)
+        _set_sms_attribute_default(store)
+        store_attributes = store.sms_attributes
+        return_attributes = {}
+        for k, v in store_attributes.items():
+            if not attributes or k in attributes:
+                return_attributes[k] = store_attributes[k]
+
+        return GetSMSAttributesResponse(attributes=return_attributes)
+
     @staticmethod
     def get_store(account_id: str, region: str) -> SnsStore:
         return sns_stores[account_id][region]
@@ -603,3 +632,20 @@ def _create_default_topic_policy(topic: Topic, context: RequestContext) -> str:
             ],
         }
     )
+
+
+def _validate_sms_attributes(attributes: dict) -> None:
+    for k, v in attributes.items():
+        if k not in SMS_ATTRIBUTE_NAMES:
+            raise InvalidParameterException(f"{k} is not a valid attribute")
+    default_send_id = attributes.get("DefaultSendID")
+    if default_send_id and not re.match(SMS_DEFAULT_SENDER_REGEX, default_send_id):
+        raise InvalidParameterException("DefaultSendID is not a valid attribute")
+    sms_type = attributes.get("DefaultSMSType")
+    if sms_type and sms_type not in SMS_TYPES:
+        raise InvalidParameterException("DefaultSMSType is invalid")
+
+
+def _set_sms_attribute_default(store: SnsStore) -> None:
+    # TODO: don't call this on every sms attribute crud api call
+    store.sms_attributes.setdefault("MonthlySpendLimit", "1")
diff --git a/tests/aws/services/sns/test_sns.py b/tests/aws/services/sns/test_sns.py
index 2eb321d59906f..65cc9f4297433 100644
--- a/tests/aws/services/sns/test_sns.py
+++ b/tests/aws/services/sns/test_sns.py
@@ -3966,6 +3966,67 @@ def test_publish_wrong_phone_format(
             sns_subscription(TopicArn=topic_arn, Protocol="sms", Endpoint="NAA+15551234567")
         snapshot.match("wrong-endpoint", e.value.response)
 
+    @markers.aws.manual_setup_required
+    @pytest.mark.skipif(condition=is_sns_v1_provider(), reason="Not implemented in v1")
+    def test_set_get_sms_attributes(self, aws_client, account_id, snapshot):
+        if is_aws_cloud():
+            LOG.warning(
+                "Warning: this test will permanently set values for sms attributes in this region. \n Removing is not possible, only overwriting.\n Remove the exception if you wish to proceed"
+            )
+            raise Exception("Check logs to enable this test against AWS")
+
+        aws_client.sns.set_sms_attributes(
+            attributes={
+                "DeliveryStatusSuccessSamplingRate": "100",
+                "DefaultSenderID": "LSTest",
+                "DefaultSMSType": "Promotional",
+            }
+        )
+
+        response = aws_client.sns.get_sms_attributes()
+        snapshot.match("get-sms-all-attributes", response)
+
+        response = aws_client.sns.get_sms_attributes(
+            attributes=["DefaultSenderID", "DefaultSMSType"]
+        )
+        snapshot.match("get-sms-some-attributes", response)
+
+    @markers.aws.manual_setup_required
+    @pytest.mark.skipif(condition=is_sns_v1_provider(), reason="Not implemented in v1")
+    def test_get_sms_attributes_from_unmodified_region(
+        self, aws_client_factory, secondary_region_name, snapshot
+    ):
+        # if the secondary region is already modified, you can use SECONDARY_TEST_AWS_PROFILE and similar
+        # variables to change it
+
+        default_spend_limit = "1"
+
+        sns_unmodified_region = aws_client_factory(region_name=secondary_region_name).sns
+        response = sns_unmodified_region.get_sms_attributes()
+        assert response["attributes"]["MonthlySpendLimit"] == default_spend_limit
+        snapshot.match("get-sms-attributes_unmodified_region", response)
+
+    @pytest.mark.parametrize(
+        "attribute_key_value",
+        [
+            ("InvalidAttribute", "invalid"),
+            ("DefaultSendID", "a" * 12),
+            ("DefaultSendID", "123456789"),
+            ("DefaultSMSType", "invalid"),
+        ],
+        ids=["InvalidAttributeName", "TooLongID", "NoLetterID", "InvalidSMSType"],
+    )
+    @markers.aws.validated
+    @pytest.mark.skipif(condition=is_sns_v1_provider(), reason="Not implemented in v1")
+    def test_set_invalid_sms_attributes(self, aws_client, snapshot, attribute_key_value):
+        with pytest.raises(ClientError) as e:
+            aws_client.sns.set_sms_attributes(
+                attributes={
+                    attribute_key_value[0]: attribute_key_value[1],
+                }
+            )
+        snapshot.match("invalid-attribute", e.value.response)
+
 
 class TestSNSSubscriptionHttp:
     @markers.aws.validated
diff --git a/tests/aws/services/sns/test_sns.snapshot.json b/tests/aws/services/sns/test_sns.snapshot.json
index 2eb2ca7617f1d..99f4ad41d1578 100644
--- a/tests/aws/services/sns/test_sns.snapshot.json
+++ b/tests/aws/services/sns/test_sns.snapshot.json
@@ -5942,5 +5942,110 @@
         }
       }
     }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSSMS::test_set_get_sms_attributes": {
+    "recorded-date": "13-10-2025, 10:30:42",
+    "recorded-content": {
+      "get-sms-all-attributes": {
+        "attributes": {
+          "DefaultSMSType": "Promotional",
+          "DefaultSenderID": "LSTest",
+          "DeliveryStatusSuccessSamplingRate": "100",
+          "MonthlySpendLimit": "1"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "get-sms-some-attributes": {
+        "attributes": {
+          "DefaultSMSType": "Promotional",
+          "DefaultSenderID": "LSTest"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSSMS::test_set_invalid_sms_attributes[InvalidAttributeName]": {
+    "recorded-date": "13-10-2025, 10:43:41",
+    "recorded-content": {
+      "invalid-attribute": {
+        "Error": {
+          "Code": "InvalidParameter",
+          "Message": "InvalidAttribute is not a valid attribute",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSSMS::test_set_invalid_sms_attributes[TooLongID]": {
+    "recorded-date": "13-10-2025, 10:43:45",
+    "recorded-content": {
+      "invalid-attribute": {
+        "Error": {
+          "Code": "InvalidParameter",
+          "Message": "DefaultSendID is not a valid attribute",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSSMS::test_set_invalid_sms_attributes[NoLetterID]": {
+    "recorded-date": "13-10-2025, 10:43:52",
+    "recorded-content": {
+      "invalid-attribute": {
+        "Error": {
+          "Code": "InvalidParameter",
+          "Message": "DefaultSendID is not a valid attribute",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSSMS::test_set_invalid_sms_attributes[InvalidSMSType]": {
+    "recorded-date": "13-10-2025, 10:43:57",
+    "recorded-content": {
+      "invalid-attribute": {
+        "Error": {
+          "Code": "InvalidParameter",
+          "Message": "DefaultSMSType is invalid",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSSMS::test_get_sms_attributes_from_unmodified_region": {
+    "recorded-date": "13-10-2025, 11:12:33",
+    "recorded-content": {
+      "get-sms-attributes_unmodified_region": {
+        "attributes": {
+          "MonthlySpendLimit": "1"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/sns/test_sns.validation.json b/tests/aws/services/sns/test_sns.validation.json
index 0cf8a242f68f8..a729236f2b92b 100644
--- a/tests/aws/services/sns/test_sns.validation.json
+++ b/tests/aws/services/sns/test_sns.validation.json
@@ -53,9 +53,99 @@
   "tests/aws/services/sns/test_sns.py::TestSNSPublishDelivery::test_delivery_lambda": {
     "last_validated_date": "2023-11-07T10:11:37+00:00"
   },
+  "tests/aws/services/sns/test_sns.py::TestSNSSMS::test_get_sms_attributes_from_unmodified_region": {
+    "last_validated_date": "2025-10-15T12:02:37+00:00",
+    "durations_in_seconds": {
+      "setup": 0.67,
+      "call": 2.07,
+      "teardown": 0.0,
+      "total": 2.74
+    }
+  },
   "tests/aws/services/sns/test_sns.py::TestSNSSMS::test_publish_wrong_phone_format": {
     "last_validated_date": "2023-08-24T22:20:12+00:00"
   },
+  "tests/aws/services/sns/test_sns.py::TestSNSSMS::test_set_get_sms_attributes": {
+    "last_validated_date": "2025-10-13T10:30:42+00:00",
+    "durations_in_seconds": {
+      "setup": 0.69,
+      "call": 1.27,
+      "teardown": 0.01,
+      "total": 1.97
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSSMS::test_set_invalid_sms_attributes[InvalidAttributeName]": {
+    "last_validated_date": "2025-10-15T12:14:04+00:00",
+    "durations_in_seconds": {
+      "setup": 1.45,
+      "call": 1.32,
+      "teardown": 0.0,
+      "total": 2.77
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSSMS::test_set_invalid_sms_attributes[InvalidSMSType]": {
+    "last_validated_date": "2025-10-15T12:14:12+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 2.24,
+      "teardown": 0.0,
+      "total": 2.24
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSSMS::test_set_invalid_sms_attributes[NoLetterID]": {
+    "last_validated_date": "2025-10-15T12:14:09+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 3.39,
+      "teardown": 0.0,
+      "total": 3.4
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSSMS::test_set_invalid_sms_attributes[TooLongID]": {
+    "last_validated_date": "2025-10-15T12:14:06+00:00",
+    "durations_in_seconds": {
+      "setup": 0.1,
+      "call": 1.78,
+      "teardown": 0.0,
+      "total": 1.88
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSSMS::test_set_invalid_sms_attributes[attribute_key_value0]": {
+    "last_validated_date": "2025-10-13T10:41:10+00:00",
+    "durations_in_seconds": {
+      "setup": 0.84,
+      "call": 1.05,
+      "teardown": 0.06,
+      "total": 1.95
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSSMS::test_set_invalid_sms_attributes[attribute_key_value1]": {
+    "last_validated_date": "2025-10-13T10:41:12+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 2.69,
+      "teardown": 0.01,
+      "total": 2.7
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSSMS::test_set_invalid_sms_attributes[attribute_key_value2]": {
+    "last_validated_date": "2025-10-13T10:41:15+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 2.86,
+      "teardown": 0.01,
+      "total": 2.87
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSSMS::test_set_invalid_sms_attributes[attribute_key_value3]": {
+    "last_validated_date": "2025-10-13T10:41:18+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 2.55,
+      "teardown": 0.01,
+      "total": 2.56
+    }
+  },
   "tests/aws/services/sns/test_sns.py::TestSNSSMS::test_subscribe_sms_endpoint": {
     "last_validated_date": "2024-05-14T19:34:11+00:00"
   },

From 752826738bda73e91dc0f25ed6ae139b3ca502f4 Mon Sep 17 00:00:00 2001
From: Bernhard Matyas <90144234+baermat@users.noreply.github.com>
Date: Wed, 15 Oct 2025 19:37:51 +0200
Subject: [PATCH 309/697] SNS: v2 tagging (#13254)

---
 .../localstack/services/sns/v2/provider.py    | 62 ++++++++++++++++++-
 tests/aws/services/sns/test_sns.py            |  4 --
 tests/aws/services/sns/test_sns.snapshot.json |  8 +--
 .../aws/services/sns/test_sns.validation.json | 32 ++++++++--
 4 files changed, 93 insertions(+), 13 deletions(-)

diff --git a/localstack-core/localstack/services/sns/v2/provider.py b/localstack-core/localstack/services/sns/v2/provider.py
index 12c739353c1d6..32e7e46327ecc 100644
--- a/localstack-core/localstack/services/sns/v2/provider.py
+++ b/localstack-core/localstack/services/sns/v2/provider.py
@@ -9,6 +9,7 @@
 from localstack.aws.api import RequestContext
 from localstack.aws.api.sns import (
     ConfirmSubscriptionResponse,
+    AmazonResourceName,
     CreateTopicResponse,
     GetSMSAttributesResponse,
     GetSubscriptionAttributesResponse,
@@ -17,6 +18,7 @@
     ListString,
     ListSubscriptionsByTopicResponse,
     ListSubscriptionsResponse,
+    ListTagsForResourceResponse,
     ListTopicsResponse,
     MapStringToString,
     NotFoundException,
@@ -26,8 +28,11 @@
     SubscribeResponse,
     Subscription,
     SubscriptionAttributesMap,
+    TagKeyList,
     TagList,
+    TagResourceResponse,
     TopicAttributesMap,
+    UntagResourceResponse,
     attributeName,
     attributeValue,
     authenticateOnUnsubscribe,
@@ -102,6 +107,11 @@ def create_topic(
                 if not attrs.get(k) or not attrs.get(k) == v:
                     # TODO:
                     raise InvalidParameterException("Fix this Exception message and type")
+            tag_resource_success = _check_matching_tags(topic_arn, tags, store)
+            if not tag_resource_success:
+                raise InvalidParameterException(
+                    "Invalid parameter: Tags Reason: Topic already exists with different tags"
+                )
             return CreateTopicResponse(TopicArn=topic_arn)
 
         attributes = attributes or {}
@@ -121,7 +131,8 @@ def create_topic(
                 raise InvalidParameterException("Invalid parameter: Topic Name")
 
         topic = _create_topic(name=name, attributes=attributes, context=context)
-        # todo: tags
+        if tags:
+            self.tag_resource(context=context, resource_arn=topic_arn, tags=tags)
 
         store.topics[topic_arn] = topic
 
@@ -546,6 +557,34 @@ def get_sms_attributes(
 
         return GetSMSAttributesResponse(attributes=return_attributes)
 
+    def list_tags_for_resource(
+        self, context: RequestContext, resource_arn: AmazonResourceName, **kwargs
+    ) -> ListTagsForResourceResponse:
+        store = sns_stores[context.account_id][context.region]
+        tags = store.TAGS.list_tags_for_resource(resource_arn)
+        return ListTagsForResourceResponse(Tags=tags.get("Tags"))
+
+    def tag_resource(
+        self, context: RequestContext, resource_arn: AmazonResourceName, tags: TagList, **kwargs
+    ) -> TagResourceResponse:
+        unique_tag_keys = {tag["Key"] for tag in tags}
+        if len(unique_tag_keys) < len(tags):
+            raise InvalidParameterException("Invalid parameter: Duplicated keys are not allowed.")
+        store = sns_stores[context.account_id][context.region]
+        store.TAGS.tag_resource(resource_arn, tags)
+        return TagResourceResponse()
+
+    def untag_resource(
+        self,
+        context: RequestContext,
+        resource_arn: AmazonResourceName,
+        tag_keys: TagKeyList,
+        **kwargs,
+    ) -> UntagResourceResponse:
+        store = sns_stores[context.account_id][context.region]
+        store.TAGS.untag_resource(resource_arn, tag_keys)
+        return UntagResourceResponse()
+
     @staticmethod
     def get_store(account_id: str, region: str) -> SnsStore:
         return sns_stores[account_id][region]
@@ -649,3 +688,24 @@ def _validate_sms_attributes(attributes: dict) -> None:
 def _set_sms_attribute_default(store: SnsStore) -> None:
     # TODO: don't call this on every sms attribute crud api call
     store.sms_attributes.setdefault("MonthlySpendLimit", "1")
+
+
+def _check_matching_tags(topic_arn: str, tags: TagList | None, store: SnsStore) -> bool:
+    """
+    Checks if a topic to be created doesn't already exist with different tags
+    :param topic_arn: Arn of the topic
+    :param tags: Tags to be checked
+    :param store: Store object that holds the topics and tags
+    :return: False if there is a mismatch in tags, True otherwise
+    """
+    existing_tags = store.TAGS.list_tags_for_resource(topic_arn)["Tags"]
+    # if this is none there is nothing to check
+    if topic_arn in store.topics:
+        if tags is None:
+            tags = []
+        for tag in tags:
+            # this means topic already created with empty tags and when we try to create it
+            # again with other tag value then it should fail according to aws documentation.
+            if existing_tags is not None and tag not in existing_tags:
+                return False
+    return True
diff --git a/tests/aws/services/sns/test_sns.py b/tests/aws/services/sns/test_sns.py
index 65cc9f4297433..2edf8e047c79d 100644
--- a/tests/aws/services/sns/test_sns.py
+++ b/tests/aws/services/sns/test_sns.py
@@ -126,7 +126,6 @@ def test_create_topic_with_attributes(self, sns_create_topic, snapshot, aws_clie
         snapshot.match("get-attrs-malformed-topic", e.value.response)
 
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_tags(self, sns_create_topic, snapshot, aws_client):
         topic_arn = sns_create_topic()["TopicArn"]
         with pytest.raises(ClientError) as exc:
@@ -206,7 +205,6 @@ def test_delete_topic_idempotency(self, sns_create_topic, aws_client, snapshot):
         snapshot.match("delete-topic-again", delete_topic)
 
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_create_duplicate_topic_with_more_tags(self, sns_create_topic, snapshot, aws_client):
         topic_name = "test-duplicated-topic-more-tags"
         sns_create_topic(Name=topic_name)
@@ -217,7 +215,6 @@ def test_create_duplicate_topic_with_more_tags(self, sns_create_topic, snapshot,
         snapshot.match("exception-duplicate", e.value.response)
 
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_create_duplicate_topic_check_idempotency(self, sns_create_topic, snapshot):
         topic_name = f"test-{short_uid()}"
         tags = [{"Key": "a", "Value": "1"}, {"Key": "b", "Value": "2"}]
@@ -237,7 +234,6 @@ def test_create_duplicate_topic_check_idempotency(self, sns_create_topic, snapsh
             snapshot.match(f"response-same-arn-{index}", response)
 
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_create_topic_after_delete_with_new_tags(self, sns_create_topic, snapshot, aws_client):
         topic_name = f"test-{short_uid()}"
         topic = sns_create_topic(Name=topic_name, Tags=[{"Key": "Name", "Value": "pqr"}])
diff --git a/tests/aws/services/sns/test_sns.snapshot.json b/tests/aws/services/sns/test_sns.snapshot.json
index 99f4ad41d1578..018e3cb265644 100644
--- a/tests/aws/services/sns/test_sns.snapshot.json
+++ b/tests/aws/services/sns/test_sns.snapshot.json
@@ -90,7 +90,7 @@
     }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSTopicCrud::test_tags": {
-    "recorded-date": "24-08-2023, 22:30:44",
+    "recorded-date": "13-10-2025, 06:50:09",
     "recorded-content": {
       "duplicate-key-error": {
         "Error": {
@@ -235,7 +235,7 @@
     }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSTopicCrud::test_create_duplicate_topic_with_more_tags": {
-    "recorded-date": "24-08-2023, 22:30:46",
+    "recorded-date": "13-10-2025, 06:53:55",
     "recorded-content": {
       "exception-duplicate": {
         "Error": {
@@ -251,7 +251,7 @@
     }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSTopicCrud::test_create_duplicate_topic_check_idempotency": {
-    "recorded-date": "24-08-2023, 22:30:47",
+    "recorded-date": "13-10-2025, 07:07:09",
     "recorded-content": {
       "response-created": {
         "TopicArn": "arn:<partition>:sns:<region>:111111111111:<resource:1>",
@@ -284,7 +284,7 @@
     }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSTopicCrud::test_create_topic_after_delete_with_new_tags": {
-    "recorded-date": "24-08-2023, 22:30:48",
+    "recorded-date": "13-10-2025, 07:59:08",
     "recorded-content": {
       "topic-0": {
         "TopicArn": "arn:<partition>:sns:<region>:111111111111:<resource:1>",
diff --git a/tests/aws/services/sns/test_sns.validation.json b/tests/aws/services/sns/test_sns.validation.json
index a729236f2b92b..0d70c4084c244 100644
--- a/tests/aws/services/sns/test_sns.validation.json
+++ b/tests/aws/services/sns/test_sns.validation.json
@@ -564,13 +564,31 @@
     }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSTopicCrud::test_create_duplicate_topic_check_idempotency": {
-    "last_validated_date": "2023-08-24T20:30:47+00:00"
+    "last_validated_date": "2025-10-13T07:07:09+00:00",
+    "durations_in_seconds": {
+      "setup": 1.26,
+      "call": 2.02,
+      "teardown": 1.08,
+      "total": 4.36
+    }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSTopicCrud::test_create_duplicate_topic_with_more_tags": {
-    "last_validated_date": "2023-08-24T20:30:46+00:00"
+    "last_validated_date": "2025-10-13T06:53:55+00:00",
+    "durations_in_seconds": {
+      "setup": 1.09,
+      "call": 1.57,
+      "teardown": 0.31,
+      "total": 2.97
+    }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSTopicCrud::test_create_topic_after_delete_with_new_tags": {
-    "last_validated_date": "2023-08-24T20:30:48+00:00"
+    "last_validated_date": "2025-10-13T07:59:08+00:00",
+    "durations_in_seconds": {
+      "setup": 0.88,
+      "call": 1.32,
+      "teardown": 0.58,
+      "total": 2.78
+    }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSTopicCrud::test_create_topic_test_arn": {
     "last_validated_date": "2025-09-29T09:32:56+00:00",
@@ -600,7 +618,13 @@
     }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSTopicCrud::test_tags": {
-    "last_validated_date": "2023-08-24T20:30:44+00:00"
+    "last_validated_date": "2025-10-13T06:50:09+00:00",
+    "durations_in_seconds": {
+      "setup": 0.86,
+      "call": 2.28,
+      "teardown": 0.34,
+      "total": 3.48
+    }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSTopicCrud::test_topic_delivery_policy_crud": {
     "last_validated_date": "2024-10-03T21:46:17+00:00"

From c92558b6f7193d9aa5ab34ff815049c15d09ed51 Mon Sep 17 00:00:00 2001
From: Bernhard Matyas <90144234+baermat@users.noreply.github.com>
Date: Wed, 15 Oct 2025 21:28:54 +0200
Subject: [PATCH 310/697] fix linting (#13274)

---
 localstack-core/localstack/services/sns/v2/provider.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/localstack-core/localstack/services/sns/v2/provider.py b/localstack-core/localstack/services/sns/v2/provider.py
index 32e7e46327ecc..f83052476a061 100644
--- a/localstack-core/localstack/services/sns/v2/provider.py
+++ b/localstack-core/localstack/services/sns/v2/provider.py
@@ -8,8 +8,8 @@
 
 from localstack.aws.api import RequestContext
 from localstack.aws.api.sns import (
-    ConfirmSubscriptionResponse,
     AmazonResourceName,
+    ConfirmSubscriptionResponse,
     CreateTopicResponse,
     GetSMSAttributesResponse,
     GetSubscriptionAttributesResponse,

From 5c97be4c9d0a3dc9cd50b0eddf48fd4c52d5d7a6 Mon Sep 17 00:00:00 2001
From: Silvio Vasiljevic <silvio.vasiljevic@gmail.com>
Date: Wed, 15 Oct 2025 22:01:46 +0200
Subject: [PATCH 311/697] Add dependency linting and clean up (#13193)

---
 Makefile                      |  1 +
 pyproject.toml                | 50 ++++++++++++++++++++++-----
 requirements-base-runtime.txt | 20 +++++------
 requirements-basic.txt        |  8 -----
 requirements-dev.txt          | 55 +++++++++++++++--------------
 requirements-runtime.txt      | 40 ++++++++++-----------
 requirements-test.txt         | 50 +++++++++++++--------------
 requirements-typehint.txt     | 65 +++++++++++++++++++----------------
 8 files changed, 160 insertions(+), 129 deletions(-)

diff --git a/Makefile b/Makefile
index 58bbab9c7dda8..4f8dbecf5756c 100644
--- a/Makefile
+++ b/Makefile
@@ -123,6 +123,7 @@ lint:              		  ## Run code linter to check code style, check if formatte
 	$(VENV_RUN); pre-commit run check-pinned-deps-for-needed-upgrade --files pyproject.toml # run pre-commit hook manually here to ensure that this check runs in CI as well
 	$(VENV_RUN); openapi-spec-validator localstack-core/localstack/openapi.yaml
 	$(VENV_RUN); cd localstack-core && mypy --install-types --non-interactive
+	$(VENV_RUN); deptry .
 
 lint-modified:     		  ## Run code linter to check code style, check if formatter would make changes on modified files, and check if dependency pins need to be updated because of modified files
 	($(VENV_RUN); python -m ruff check --output-format=full `git diff --diff-filter=d --name-only HEAD | grep '\.py$$' | xargs` && python -m ruff format --check `git diff --diff-filter=d --name-only HEAD | grep '\.py$$' | xargs`)
diff --git a/pyproject.toml b/pyproject.toml
index 557bcef6243c5..6a7293880d2f7 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -12,7 +12,6 @@ description = "The core library and runtime of LocalStack"
 license = "Apache-2.0"
 requires-python = ">=3.10"
 dependencies = [
-    "build",
     "click>=7.1",
     "cachetools>=5.0",
     "cryptography",
@@ -26,7 +25,6 @@ dependencies = [
     "rich>=12.3.0",
     "requests>=2.20.0",
     "semver>=2.10",
-    "tailer>=0.4.1",
 ]
 dynamic = ["version"]
 classifiers = [
@@ -56,17 +54,22 @@ base-runtime = [
     "boto3==1.40.51",
     # pinned / updated by ASF update action
     "botocore==1.40.51",
+    # transitive dependency of botocore, added to avoid specific version
     "awscrt>=0.13.14,!=0.27.1",
     "cbor2>=5.5.0",
     "dnspython>=1.16.0",
     "docker>=6.1.1",
     "jsonpatch>=1.24",
+    "jsonpointer>=3.0.0",
+    "jsonschema>=4.25.1",
     "hypercorn>=0.14.4",
     "localstack-twisted>=23.0",
     "openapi-core>=0.19.2",
     "pyopenssl>=23.0.0",
+    "python-dateutil>=2.9.0",
     "readerwriterlock>=1.0.7",
     "requests-aws4auth>=1.0",
+    "typing-extensions>=4.15.0",
     # explicitly set urllib3 to force its usage / ensure compatibility
     "urllib3>=2.0.7",
     "Werkzeug>=3.1.3",
@@ -80,23 +83,25 @@ runtime = [
     # pinned / updated by ASF update action
     "awscli==1.42.51",
     "airspeed-ext>=0.6.3",
-    # version that has a built wheel
-    "kclpy-ext>=3.0.0",
     # antlr4-python3-runtime: exact pin because antlr4 runtime is tightly coupled to the generated parser code
     "antlr4-python3-runtime==4.13.2",
     "apispec>=5.1.1",
     "aws-sam-translator>=1.15.1",
     "crontab>=0.22.6",
     "cryptography>=41.0.5",
+    "jinja2>=3.1.6",
     # allow Python programs full access to Java class libraries. Used for stepfunctions jsonata support
     "jpype1>=1.6.0",
-    "json5>=0.9.11",
     "jsonpath-ng>=1.6.1",
     "jsonpath-rw>=1.4.0",
+    # version that has a built wheel
+    "kclpy-ext>=3.0.0",
     "moto-ext[all]>=5.1.12.post22",
     "opensearch-py>=2.4.1",
+    "pydantic>=2.11.9",
     "pymongo>=4.2.0",
     "pyopenssl>=23.0.0",
+    "responses>=0.25.8",
 ]
 
 # for running tests and coverage analysis
@@ -104,8 +109,8 @@ test = [
     # runtime dependencies are required for running the tests
     "localstack-core[runtime]",
     "coverage[toml]>=5.5",
-    "deepdiff>=6.4.1",
     "httpx[http2]>=0.25",
+    "json5>=0.12.1",
     "pluggy>=1.3.0",
     "pytest>=7.4.2",
     "pytest-split>=0.8.0",
@@ -122,6 +127,7 @@ dev = [
     # test dependencies are required for developing localstack
     "localstack-core[test]",
     "coveralls>=3.3.1",
+    "deptry>=0.13.0",
     "Cython",
     "networkx>=2.8.4",
     "openapi-spec-validator>=0.7.1",
@@ -202,6 +208,34 @@ exclude = [
 "localstack-core/localstack/utils/**" = "py310"  # imported by CLI tests
 "localstack-core/localstack/testing/pytest/**" = "py310" # imported by CLI tests
 
+[tool.deptry]
+known_first_party = [
+    "vosk", # managed by localstack package manager
+    "debugpy", # managed by localstack package manager
+]
+extend_exclude = [
+    "scripts/**", # dependencies not handled by pyproject.toml
+    "localstack-core/localstack/testing/**", # utilities for testing
+    "localstack-core/localstack/aws/mocking.py", # not used at runtime
+    "localstack-core/localstack/aws/scaffold.py", # not used at runtime
+    "localstack-core/localstack/dev/**", # internal dev tooling
+    "localstack-core/localstack/services/stepfunctions/asl/antlr/runtime/**" # generated code
+]
+pep621_dev_dependency_groups = ["dev", "typehint", "test"]
+
+[tool.deptry.package_module_name_map]
+"localstack-core" = ["localstack"]
+
+[tool.deptry.per_rule_ignores]
+DEP001 = [
+    "com", # This appears in jpype code and imports actual java packages like com.fasterxml.jackson.databind
+    "stevedore", # used for CLI plugin debugging - TODO move this debugging CLI into plux
+]
+DEP002 = [
+    "awscli", # necessary for python init scripts - TODO deprecate python init scripts and remove this
+    "awscrt", # defined to ignore a specific version - TODO evaluate and clean up
+]
+
 [tool.ruff.lint]
 ignore = [
     "B007", # TODO Loop control variable x not used within loop body
@@ -219,8 +253,8 @@ ignore = [
 ]
 select = ["B", "C", "E", "F", "I", "W", "T", "B9", "G", "UP"]
 extend-safe-fixes = [
-    "UP006",    # unsafe-fix for py39
-    "UP035",    # unsafe-fix for py39
+    "UP006", # unsafe-fix for py39
+    "UP035", # unsafe-fix for py39
 ]
 
 # The rules below fill fix the code in a way that leaves multiple unused imports.
diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index 41b9d05d8c7d7..e620f2939b548 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -9,7 +9,7 @@ attrs==25.4.0
     #   jsonschema
     #   localstack-twisted
     #   referencing
-awscrt==0.28.1
+awscrt==0.28.2
     # via localstack-core (pyproject.toml)
 boto3==1.40.51
     # via localstack-core (pyproject.toml)
@@ -18,8 +18,6 @@ botocore==1.40.51
     #   boto3
     #   localstack-core (pyproject.toml)
     #   s3transfer
-build==1.3.0
-    # via localstack-core (pyproject.toml)
 cachetools==6.2.1
     # via localstack-core (pyproject.toml)
 cbor2==5.7.0
@@ -78,9 +76,12 @@ jmespath==1.0.1
 jsonpatch==1.33
     # via localstack-core (pyproject.toml)
 jsonpointer==3.0.0
-    # via jsonpatch
+    # via
+    #   jsonpatch
+    #   localstack-core (pyproject.toml)
 jsonschema==4.25.1
     # via
+    #   localstack-core (pyproject.toml)
     #   openapi-core
     #   openapi-schema-validator
     #   openapi-spec-validator
@@ -112,8 +113,6 @@ openapi-schema-validator==0.6.3
     #   openapi-spec-validator
 openapi-spec-validator==0.7.2
     # via openapi-core
-packaging==25.0
-    # via build
 parse==1.20.2
     # via openapi-core
 pathable==0.4.4
@@ -134,10 +133,10 @@ pyopenssl==25.3.0
     # via
     #   localstack-core (pyproject.toml)
     #   localstack-twisted
-pyproject-hooks==1.2.0
-    # via build
 python-dateutil==2.9.0.post0
-    # via botocore
+    # via
+    #   botocore
+    #   localstack-core (pyproject.toml)
 python-dotenv==1.1.1
     # via localstack-core (pyproject.toml)
 pyyaml==6.0.3
@@ -178,10 +177,9 @@ six==1.17.0
     # via
     #   python-dateutil
     #   rfc3339-validator
-tailer==0.4.1
-    # via localstack-core (pyproject.toml)
 typing-extensions==4.15.0
     # via
+    #   localstack-core (pyproject.toml)
     #   localstack-twisted
     #   readerwriterlock
 urllib3==2.5.0
diff --git a/requirements-basic.txt b/requirements-basic.txt
index c95358f011166..d1dabc7e184be 100644
--- a/requirements-basic.txt
+++ b/requirements-basic.txt
@@ -4,8 +4,6 @@
 #
 #    pip-compile --cert=None --client-cert=None --index-url=None --output-file=requirements-basic.txt --pip-args=None --strip-extras --unsafe-package=distribute --unsafe-package=localstack-core --unsafe-package=pip --unsafe-package=setuptools pyproject.toml
 #
-build==1.3.0
-    # via localstack-core (pyproject.toml)
 cachetools==6.2.1
     # via localstack-core (pyproject.toml)
 certifi==2025.10.5
@@ -30,8 +28,6 @@ markdown-it-py==4.0.0
     # via rich
 mdurl==0.1.2
     # via markdown-it-py
-packaging==25.0
-    # via build
 plux==1.13.0
     # via localstack-core (pyproject.toml)
 psutil==7.1.0
@@ -40,8 +36,6 @@ pycparser==2.23
     # via cffi
 pygments==2.19.2
     # via rich
-pyproject-hooks==1.2.0
-    # via build
 python-dotenv==1.1.1
     # via localstack-core (pyproject.toml)
 pyyaml==6.0.3
@@ -52,7 +46,5 @@ rich==14.2.0
     # via localstack-core (pyproject.toml)
 semver==3.0.4
     # via localstack-core (pyproject.toml)
-tailer==0.4.1
-    # via localstack-core (pyproject.toml)
 urllib3==2.5.0
     # via requests
diff --git a/requirements-dev.txt b/requirements-dev.txt
index 7e5403f971aab..cd3d3e02666ef 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -29,9 +29,9 @@ aws-cdk-asset-awscli-v1==2.2.242
     # via aws-cdk-lib
 aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
-aws-cdk-cloud-assembly-schema==48.14.0
+aws-cdk-cloud-assembly-schema==48.15.0
     # via aws-cdk-lib
-aws-cdk-lib==2.219.0
+aws-cdk-lib==2.220.0
     # via localstack-core
 aws-sam-translator==1.101.0
     # via
@@ -41,7 +41,7 @@ aws-xray-sdk==2.14.0
     # via moto-ext
 awscli==1.42.51
     # via localstack-core
-awscrt==0.28.1
+awscrt==0.28.2
     # via localstack-core
 boto3==1.40.51
     # via
@@ -57,10 +57,6 @@ botocore==1.40.51
     #   localstack-core
     #   moto-ext
     #   s3transfer
-build==1.3.0
-    # via
-    #   localstack-core
-    #   localstack-core (pyproject.toml)
 cachetools==6.2.1
     # via
     #   airspeed-ext
@@ -80,12 +76,13 @@ cffi==2.0.0
     # via cryptography
 cfgv==3.4.0
     # via pre-commit
-cfn-lint==1.40.1
+cfn-lint==1.40.2
     # via moto-ext
 charset-normalizer==3.4.4
     # via requests
 click==8.3.0
     # via
+    #   deptry
     #   localstack-core
     #   localstack-core (pyproject.toml)
 colorama==0.4.6
@@ -114,9 +111,9 @@ cython==3.1.4
 decorator==5.2.1
     # via jsonpath-rw
 deepdiff==8.6.1
-    # via
-    #   localstack-core
-    #   localstack-snapshot
+    # via localstack-snapshot
+deptry==0.23.1
+    # via localstack-core (pyproject.toml)
 dill==0.3.6
     # via
     #   localstack-core
@@ -186,7 +183,9 @@ iniconfig==2.1.0
 isodate==0.7.2
     # via openapi-core
 jinja2==3.1.6
-    # via moto-ext
+    # via
+    #   localstack-core
+    #   moto-ext
 jmespath==1.0.1
     # via
     #   boto3
@@ -195,7 +194,7 @@ joserfc==1.4.0
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core
-jsii==1.115.0
+jsii==1.116.0
     # via
     #   aws-cdk-asset-awscli-v1
     #   aws-cdk-asset-node-proxy-agent-v6
@@ -216,10 +215,13 @@ jsonpath-ng==1.7.0
 jsonpath-rw==1.4.0
     # via localstack-core
 jsonpointer==3.0.0
-    # via jsonpatch
+    # via
+    #   jsonpatch
+    #   localstack-core
 jsonschema==4.25.1
     # via
     #   aws-sam-translator
+    #   localstack-core
     #   moto-ext
     #   openapi-core
     #   openapi-schema-validator
@@ -284,10 +286,11 @@ orderly-set==5.5.0
 packaging==25.0
     # via
     #   apispec
-    #   build
+    #   deptry
     #   jpype1
     #   pytest
     #   pytest-rerunfailures
+    #   requirements-parser
 pandoc==2.4
     # via localstack-core (pyproject.toml)
 parse==1.20.2
@@ -337,9 +340,11 @@ pyasn1==0.6.1
     # via rsa
 pycparser==2.23
     # via cffi
-pydantic==2.12.1
-    # via aws-sam-translator
-pydantic-core==2.41.3
+pydantic==2.12.2
+    # via
+    #   aws-sam-translator
+    #   localstack-core
+pydantic-core==2.41.4
     # via pydantic
 pygments==2.19.2
     # via
@@ -355,8 +360,6 @@ pypandoc==1.15
     # via localstack-core (pyproject.toml)
 pyparsing==3.2.5
     # via moto-ext
-pyproject-hooks==1.2.0
-    # via build
 pytest==8.4.2
     # via
     #   localstack-core
@@ -375,6 +378,7 @@ python-dateutil==2.9.0.post0
     # via
     #   botocore
     #   jsii
+    #   localstack-core
     #   moto-ext
     #   opensearch-py
 python-dotenv==1.1.1
@@ -415,8 +419,12 @@ requests==2.32.5
     #   rolo
 requests-aws4auth==1.3.1
     # via localstack-core
+requirements-parser==0.13.0
+    # via deptry
 responses==0.25.8
-    # via moto-ext
+    # via
+    #   localstack-core
+    #   moto-ext
 rfc3339-validator==0.1.4
     # via openapi-schema-validator
 rich==14.2.0
@@ -453,10 +461,6 @@ sniffio==1.3.1
     # via anyio
 sympy==1.14.0
     # via cfn-lint
-tailer==0.4.1
-    # via
-    #   localstack-core
-    #   localstack-core (pyproject.toml)
 typeguard==2.13.3
     # via
     #   aws-cdk-asset-awscli-v1
@@ -471,6 +475,7 @@ typing-extensions==4.15.0
     #   cattrs
     #   cfn-lint
     #   jsii
+    #   localstack-core
     #   localstack-twisted
     #   mypy
     #   pydantic
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index 804545cf72cc7..499974238ebcf 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -29,7 +29,7 @@ aws-xray-sdk==2.14.0
     # via moto-ext
 awscli==1.42.51
     # via localstack-core (pyproject.toml)
-awscrt==0.28.1
+awscrt==0.28.2
     # via localstack-core
 boto3==1.40.51
     # via
@@ -45,10 +45,6 @@ botocore==1.40.51
     #   localstack-core
     #   moto-ext
     #   s3transfer
-build==1.3.0
-    # via
-    #   localstack-core
-    #   localstack-core (pyproject.toml)
 cachetools==6.2.1
     # via
     #   airspeed-ext
@@ -62,7 +58,7 @@ certifi==2025.10.5
     #   requests
 cffi==2.0.0
     # via cryptography
-cfn-lint==1.40.1
+cfn-lint==1.40.2
     # via moto-ext
 charset-normalizer==3.4.4
     # via requests
@@ -134,7 +130,9 @@ incremental==24.7.2
 isodate==0.7.2
     # via openapi-core
 jinja2==3.1.6
-    # via moto-ext
+    # via
+    #   localstack-core (pyproject.toml)
+    #   moto-ext
 jmespath==1.0.1
     # via
     #   boto3
@@ -143,8 +141,6 @@ joserfc==1.4.0
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core (pyproject.toml)
-json5==0.12.1
-    # via localstack-core (pyproject.toml)
 jsonpatch==1.33
     # via
     #   cfn-lint
@@ -156,10 +152,13 @@ jsonpath-ng==1.7.0
 jsonpath-rw==1.4.0
     # via localstack-core (pyproject.toml)
 jsonpointer==3.0.0
-    # via jsonpatch
+    # via
+    #   jsonpatch
+    #   localstack-core
 jsonschema==4.25.1
     # via
     #   aws-sam-translator
+    #   localstack-core
     #   moto-ext
     #   openapi-core
     #   openapi-schema-validator
@@ -211,7 +210,6 @@ opensearch-py==3.0.0
 packaging==25.0
     # via
     #   apispec
-    #   build
     #   jpype1
 parse==1.20.2
     # via openapi-core
@@ -239,9 +237,11 @@ pyasn1==0.6.1
     # via rsa
 pycparser==2.23
     # via cffi
-pydantic==2.12.1
-    # via aws-sam-translator
-pydantic-core==2.41.3
+pydantic==2.12.2
+    # via
+    #   aws-sam-translator
+    #   localstack-core (pyproject.toml)
+pydantic-core==2.41.4
     # via pydantic
 pygments==2.19.2
     # via rich
@@ -254,11 +254,10 @@ pyopenssl==25.3.0
     #   localstack-twisted
 pyparsing==3.2.5
     # via moto-ext
-pyproject-hooks==1.2.0
-    # via build
 python-dateutil==2.9.0.post0
     # via
     #   botocore
+    #   localstack-core
     #   moto-ext
     #   opensearch-py
 python-dotenv==1.1.1
@@ -297,7 +296,9 @@ requests==2.32.5
 requests-aws4auth==1.3.1
     # via localstack-core
 responses==0.25.8
-    # via moto-ext
+    # via
+    #   localstack-core (pyproject.toml)
+    #   moto-ext
 rfc3339-validator==0.1.4
     # via openapi-schema-validator
 rich==14.2.0
@@ -328,14 +329,11 @@ six==1.17.0
     #   rfc3339-validator
 sympy==1.14.0
     # via cfn-lint
-tailer==0.4.1
-    # via
-    #   localstack-core
-    #   localstack-core (pyproject.toml)
 typing-extensions==4.15.0
     # via
     #   aws-sam-translator
     #   cfn-lint
+    #   localstack-core
     #   localstack-twisted
     #   pydantic
     #   pydantic-core
diff --git a/requirements-test.txt b/requirements-test.txt
index 880b07ae5e82a..f92544a44b823 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -29,9 +29,9 @@ aws-cdk-asset-awscli-v1==2.2.242
     # via aws-cdk-lib
 aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
-aws-cdk-cloud-assembly-schema==48.14.0
+aws-cdk-cloud-assembly-schema==48.15.0
     # via aws-cdk-lib
-aws-cdk-lib==2.219.0
+aws-cdk-lib==2.220.0
     # via localstack-core (pyproject.toml)
 aws-sam-translator==1.101.0
     # via
@@ -41,7 +41,7 @@ aws-xray-sdk==2.14.0
     # via moto-ext
 awscli==1.42.51
     # via localstack-core
-awscrt==0.28.1
+awscrt==0.28.2
     # via localstack-core
 boto3==1.40.51
     # via
@@ -57,10 +57,6 @@ botocore==1.40.51
     #   localstack-core
     #   moto-ext
     #   s3transfer
-build==1.3.0
-    # via
-    #   localstack-core
-    #   localstack-core (pyproject.toml)
 cachetools==6.2.1
     # via
     #   airspeed-ext
@@ -78,7 +74,7 @@ certifi==2025.10.5
     #   requests
 cffi==2.0.0
     # via cryptography
-cfn-lint==1.40.1
+cfn-lint==1.40.2
     # via moto-ext
 charset-normalizer==3.4.4
     # via requests
@@ -106,9 +102,7 @@ cryptography==46.0.2
 decorator==5.2.1
     # via jsonpath-rw
 deepdiff==8.6.1
-    # via
-    #   localstack-core (pyproject.toml)
-    #   localstack-snapshot
+    # via localstack-snapshot
 dill==0.3.6
     # via
     #   localstack-core
@@ -170,7 +164,9 @@ iniconfig==2.1.0
 isodate==0.7.2
     # via openapi-core
 jinja2==3.1.6
-    # via moto-ext
+    # via
+    #   localstack-core
+    #   moto-ext
 jmespath==1.0.1
     # via
     #   boto3
@@ -179,7 +175,7 @@ joserfc==1.4.0
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core
-jsii==1.115.0
+jsii==1.116.0
     # via
     #   aws-cdk-asset-awscli-v1
     #   aws-cdk-asset-node-proxy-agent-v6
@@ -187,7 +183,7 @@ jsii==1.115.0
     #   aws-cdk-lib
     #   constructs
 json5==0.12.1
-    # via localstack-core
+    # via localstack-core (pyproject.toml)
 jsonpatch==1.33
     # via
     #   cfn-lint
@@ -200,10 +196,13 @@ jsonpath-ng==1.7.0
 jsonpath-rw==1.4.0
     # via localstack-core
 jsonpointer==3.0.0
-    # via jsonpatch
+    # via
+    #   jsonpatch
+    #   localstack-core
 jsonschema==4.25.1
     # via
     #   aws-sam-translator
+    #   localstack-core
     #   moto-ext
     #   openapi-core
     #   openapi-schema-validator
@@ -259,7 +258,6 @@ orderly-set==5.5.0
 packaging==25.0
     # via
     #   apispec
-    #   build
     #   jpype1
     #   pytest
     #   pytest-rerunfailures
@@ -301,9 +299,11 @@ pyasn1==0.6.1
     # via rsa
 pycparser==2.23
     # via cffi
-pydantic==2.12.1
-    # via aws-sam-translator
-pydantic-core==2.41.3
+pydantic==2.12.2
+    # via
+    #   aws-sam-translator
+    #   localstack-core
+pydantic-core==2.41.4
     # via pydantic
 pygments==2.19.2
     # via
@@ -317,8 +317,6 @@ pyopenssl==25.3.0
     #   localstack-twisted
 pyparsing==3.2.5
     # via moto-ext
-pyproject-hooks==1.2.0
-    # via build
 pytest==8.4.2
     # via
     #   localstack-core (pyproject.toml)
@@ -337,6 +335,7 @@ python-dateutil==2.9.0.post0
     # via
     #   botocore
     #   jsii
+    #   localstack-core
     #   moto-ext
     #   opensearch-py
 python-dotenv==1.1.1
@@ -376,7 +375,9 @@ requests==2.32.5
 requests-aws4auth==1.3.1
     # via localstack-core
 responses==0.25.8
-    # via moto-ext
+    # via
+    #   localstack-core
+    #   moto-ext
 rfc3339-validator==0.1.4
     # via openapi-schema-validator
 rich==14.2.0
@@ -409,10 +410,6 @@ sniffio==1.3.1
     # via anyio
 sympy==1.14.0
     # via cfn-lint
-tailer==0.4.1
-    # via
-    #   localstack-core
-    #   localstack-core (pyproject.toml)
 typeguard==2.13.3
     # via
     #   aws-cdk-asset-awscli-v1
@@ -427,6 +424,7 @@ typing-extensions==4.15.0
     #   cattrs
     #   cfn-lint
     #   jsii
+    #   localstack-core
     #   localstack-twisted
     #   pydantic
     #   pydantic-core
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index 9729a8b346fe9..1e1def1e510e7 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -29,9 +29,9 @@ aws-cdk-asset-awscli-v1==2.2.242
     # via aws-cdk-lib
 aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
-aws-cdk-cloud-assembly-schema==48.14.0
+aws-cdk-cloud-assembly-schema==48.15.0
     # via aws-cdk-lib
-aws-cdk-lib==2.219.0
+aws-cdk-lib==2.220.0
     # via localstack-core
 aws-sam-translator==1.101.0
     # via
@@ -41,7 +41,7 @@ aws-xray-sdk==2.14.0
     # via moto-ext
 awscli==1.42.51
     # via localstack-core
-awscrt==0.28.1
+awscrt==0.28.2
     # via localstack-core
 boto3==1.40.51
     # via
@@ -49,7 +49,7 @@ boto3==1.40.51
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-boto3-stubs==1.40.51
+boto3-stubs==1.40.52
     # via localstack-core (pyproject.toml)
 botocore==1.40.51
     # via
@@ -59,12 +59,8 @@ botocore==1.40.51
     #   localstack-core
     #   moto-ext
     #   s3transfer
-botocore-stubs==1.40.51
+botocore-stubs==1.40.52
     # via boto3-stubs
-build==1.3.0
-    # via
-    #   localstack-core
-    #   localstack-core (pyproject.toml)
 cachetools==6.2.1
     # via
     #   airspeed-ext
@@ -84,12 +80,13 @@ cffi==2.0.0
     # via cryptography
 cfgv==3.4.0
     # via pre-commit
-cfn-lint==1.40.1
+cfn-lint==1.40.2
     # via moto-ext
 charset-normalizer==3.4.4
     # via requests
 click==8.3.0
     # via
+    #   deptry
     #   localstack-core
     #   localstack-core (pyproject.toml)
 colorama==0.4.6
@@ -118,9 +115,9 @@ cython==3.1.4
 decorator==5.2.1
     # via jsonpath-rw
 deepdiff==8.6.1
-    # via
-    #   localstack-core
-    #   localstack-snapshot
+    # via localstack-snapshot
+deptry==0.23.1
+    # via localstack-core
 dill==0.3.6
     # via
     #   localstack-core
@@ -190,7 +187,9 @@ iniconfig==2.1.0
 isodate==0.7.2
     # via openapi-core
 jinja2==3.1.6
-    # via moto-ext
+    # via
+    #   localstack-core
+    #   moto-ext
 jmespath==1.0.1
     # via
     #   boto3
@@ -199,7 +198,7 @@ joserfc==1.4.0
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core
-jsii==1.115.0
+jsii==1.116.0
     # via
     #   aws-cdk-asset-awscli-v1
     #   aws-cdk-asset-node-proxy-agent-v6
@@ -220,10 +219,13 @@ jsonpath-ng==1.7.0
 jsonpath-rw==1.4.0
     # via localstack-core
 jsonpointer==3.0.0
-    # via jsonpatch
+    # via
+    #   jsonpatch
+    #   localstack-core
 jsonschema==4.25.1
     # via
     #   aws-sam-translator
+    #   localstack-core
     #   moto-ext
     #   openapi-core
     #   openapi-schema-validator
@@ -284,7 +286,7 @@ mypy-boto3-athena==1.40.0
     # via boto3-stubs
 mypy-boto3-autoscaling==1.40.27
     # via boto3-stubs
-mypy-boto3-backup==1.40.46
+mypy-boto3-backup==1.40.52
     # via boto3-stubs
 mypy-boto3-batch==1.40.36
     # via boto3-stubs
@@ -324,7 +326,7 @@ mypy-boto3-dynamodb==1.40.44
     # via boto3-stubs
 mypy-boto3-dynamodbstreams==1.40.40
     # via boto3-stubs
-mypy-boto3-ec2==1.40.51
+mypy-boto3-ec2==1.40.52
     # via boto3-stubs
 mypy-boto3-ecr==1.40.0
     # via boto3-stubs
@@ -460,7 +462,7 @@ mypy-boto3-timestream-query==1.40.20
     # via boto3-stubs
 mypy-boto3-timestream-write==1.40.19
     # via boto3-stubs
-mypy-boto3-transcribe==1.40.8
+mypy-boto3-transcribe==1.40.52
     # via boto3-stubs
 mypy-boto3-verifiedpermissions==1.40.24
     # via boto3-stubs
@@ -494,10 +496,11 @@ orderly-set==5.5.0
 packaging==25.0
     # via
     #   apispec
-    #   build
+    #   deptry
     #   jpype1
     #   pytest
     #   pytest-rerunfailures
+    #   requirements-parser
 pandoc==2.4
     # via localstack-core
 parse==1.20.2
@@ -547,9 +550,11 @@ pyasn1==0.6.1
     # via rsa
 pycparser==2.23
     # via cffi
-pydantic==2.12.1
-    # via aws-sam-translator
-pydantic-core==2.41.3
+pydantic==2.12.2
+    # via
+    #   aws-sam-translator
+    #   localstack-core
+pydantic-core==2.41.4
     # via pydantic
 pygments==2.19.2
     # via
@@ -565,8 +570,6 @@ pypandoc==1.15
     # via localstack-core
 pyparsing==3.2.5
     # via moto-ext
-pyproject-hooks==1.2.0
-    # via build
 pytest==8.4.2
     # via
     #   localstack-core
@@ -585,6 +588,7 @@ python-dateutil==2.9.0.post0
     # via
     #   botocore
     #   jsii
+    #   localstack-core
     #   moto-ext
     #   opensearch-py
 python-dotenv==1.1.1
@@ -625,8 +629,12 @@ requests==2.32.5
     #   rolo
 requests-aws4auth==1.3.1
     # via localstack-core
+requirements-parser==0.13.0
+    # via deptry
 responses==0.25.8
-    # via moto-ext
+    # via
+    #   localstack-core
+    #   moto-ext
 rfc3339-validator==0.1.4
     # via openapi-schema-validator
 rich==14.2.0
@@ -663,10 +671,6 @@ sniffio==1.3.1
     # via anyio
 sympy==1.14.0
     # via cfn-lint
-tailer==0.4.1
-    # via
-    #   localstack-core
-    #   localstack-core (pyproject.toml)
 typeguard==2.13.3
     # via
     #   aws-cdk-asset-awscli-v1
@@ -685,6 +689,7 @@ typing-extensions==4.15.0
     #   cattrs
     #   cfn-lint
     #   jsii
+    #   localstack-core
     #   localstack-twisted
     #   mypy
     #   pydantic

From 19136371924bdba1decbefc8bacd9ac8555a45cb Mon Sep 17 00:00:00 2001
From: Giovanni Grano <me@giograno.com>
Date: Thu, 16 Oct 2025 12:02:15 +0200
Subject: [PATCH 312/697] Simplify new_tmp_dir (#13273)

---
 localstack-core/localstack/utils/files.py | 17 ++++++++++++-----
 1 file changed, 12 insertions(+), 5 deletions(-)

diff --git a/localstack-core/localstack/utils/files.py b/localstack-core/localstack/utils/files.py
index 1a75583c46f1c..d0931d2038fe2 100644
--- a/localstack-core/localstack/utils/files.py
+++ b/localstack-core/localstack/utils/files.py
@@ -288,7 +288,7 @@ def cleanup_tmp_files():
     del TMP_FILES[:]
 
 
-def new_tmp_file(suffix: str = None, dir: str = None) -> str:
+def new_tmp_file(suffix: str | None = None, dir: str | None = None) -> str:
     """Return a path to a new temporary file."""
     tmp_file, tmp_path = tempfile.mkstemp(suffix=suffix, dir=dir)
     os.close(tmp_file)
@@ -296,8 +296,15 @@ def new_tmp_file(suffix: str = None, dir: str = None) -> str:
     return tmp_path
 
 
-def new_tmp_dir(dir: str = None):
-    folder = new_tmp_file(dir=dir)
-    rm_rf(folder)
-    mkdir(folder)
+def new_tmp_dir(dir: str | None = None, mode: int = 0o777) -> str:
+    """
+    Create a new temporary directory with the specified permissions. The directory is added to the tracked temporary
+    files.
+    :param dir: parent directory for the temporary directory to be created. Systems's default otherwise.
+    :param mode: file permission for the directory (default: 0o777)
+    :return: the absolute path of the created directory
+    """
+    folder = tempfile.mkdtemp(dir=dir)
+    TMP_FILES.append(folder)
+    idempotent_chmod(folder, mode=mode)
     return folder

From cc8cc23bd0c9ecf44b79e1dc026b1c56d3db2cc0 Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Thu, 16 Oct 2025 18:14:34 +0200
Subject: [PATCH 313/697] S3: clean up leftover legacy code (#13271)

---
 .../localstack/services/s3/constants.py       |  2 -
 .../localstack/services/s3/notifications.py   |  2 +-
 .../localstack/services/s3/presigned_url.py   | 41 ++++++-------------
 .../localstack/services/s3/provider.py        |  8 ++--
 .../localstack/services/s3/utils.py           | 13 +-----
 5 files changed, 20 insertions(+), 46 deletions(-)

diff --git a/localstack-core/localstack/services/s3/constants.py b/localstack-core/localstack/services/s3/constants.py
index 9f6b18e9242e4..5dd34ebc81e1a 100644
--- a/localstack-core/localstack/services/s3/constants.py
+++ b/localstack-core/localstack/services/s3/constants.py
@@ -10,8 +10,6 @@
 )
 from localstack.aws.api.s3 import Type as GranteeType
 
-S3_VIRTUAL_HOST_FORWARDED_HEADER = "x-s3-vhost-forwarded-for"
-
 S3_UPLOAD_PART_MIN_SIZE = 5242880
 """
 This is minimum size allowed by S3 when uploading more than one part for a Multipart Upload, except for the last part
diff --git a/localstack-core/localstack/services/s3/notifications.py b/localstack-core/localstack/services/s3/notifications.py
index 6b708426d6ef3..a0035398fc35c 100644
--- a/localstack-core/localstack/services/s3/notifications.py
+++ b/localstack-core/localstack/services/s3/notifications.py
@@ -105,7 +105,7 @@ class S3EventNotificationContext:
     key_storage_class: StorageClass | None
 
     @classmethod
-    def from_request_context_native(
+    def from_request_context(
         cls,
         request_context: RequestContext,
         s3_bucket: S3Bucket,
diff --git a/localstack-core/localstack/services/s3/presigned_url.py b/localstack-core/localstack/services/s3/presigned_url.py
index d8fc26252713f..a012299214678 100644
--- a/localstack-core/localstack/services/s3/presigned_url.py
+++ b/localstack-core/localstack/services/s3/presigned_url.py
@@ -45,10 +45,8 @@
     SIGNATURE_V4_PARAMS,
 )
 from localstack.services.s3.utils import (
-    S3_VIRTUAL_HOST_FORWARDED_HEADER,
     capitalize_header_name_from_snake_case,
     extract_bucket_name_and_key_from_headers_and_path,
-    forwarded_from_virtual_host_addressed_request,
     is_bucket_name_valid,
     is_presigned_url_request,
     uses_host_addressing,
@@ -567,34 +565,21 @@ def __init__(self, context: RequestContext):
             self._query_parameters
         )
 
-        if forwarded_from_virtual_host_addressed_request(self._headers):
-            # FIXME: maybe move this so it happens earlier in the chain when using virtual host?
-            if not is_bucket_name_valid(self._bucket):
-                raise InvalidBucketName(BucketName=self._bucket)
-            netloc = self._headers.get(S3_VIRTUAL_HOST_FORWARDED_HEADER)
-            self.host = netloc
-            self._original_host = netloc
-            self.signed_headers["host"] = netloc
-            # the request comes from the Virtual Host router, we need to remove the bucket from the path
+        netloc = urlparse.urlparse(self.request.url).netloc
+        self.host = netloc
+        self._original_host = netloc
+        if (host_addressed := uses_host_addressing(self._headers)) and not is_bucket_name_valid(
+            self._bucket
+        ):
+            raise InvalidBucketName(BucketName=self._bucket)
+
+        if not host_addressed and not self.request.path.startswith(f"/{self._bucket}"):
+            # if in path style, check that the path starts with the bucket
+            # our path has been sanitized, we should use the un-sanitized one
             splitted_path = self.request.path.split("/", maxsplit=2)
-            self.path = f"/{splitted_path[-1]}"
-
+            self.path = f"/{self._bucket}/{splitted_path[-1]}"
         else:
-            netloc = urlparse.urlparse(self.request.url).netloc
-            self.host = netloc
-            self._original_host = netloc
-            if (host_addressed := uses_host_addressing(self._headers)) and not is_bucket_name_valid(
-                self._bucket
-            ):
-                raise InvalidBucketName(BucketName=self._bucket)
-
-            if not host_addressed and not self.request.path.startswith(f"/{self._bucket}"):
-                # if in path style, check that the path starts with the bucket
-                # our path has been sanitized, we should use the un-sanitized one
-                splitted_path = self.request.path.split("/", maxsplit=2)
-                self.path = f"/{self._bucket}/{splitted_path[-1]}"
-            else:
-                self.path = self.request.path
+            self.path = self.request.path
 
         # we need to URL encode the path, as the key needs to be urlencoded for the signature to match
         self.path = urlparse.quote(self.path)
diff --git a/localstack-core/localstack/services/s3/provider.py b/localstack-core/localstack/services/s3/provider.py
index 426a1b0edb3ba..668c35dd16196 100644
--- a/localstack-core/localstack/services/s3/provider.py
+++ b/localstack-core/localstack/services/s3/provider.py
@@ -384,7 +384,7 @@ def _notify(
         """
         if s3_bucket.notification_configuration:
             if not s3_notif_ctx:
-                s3_notif_ctx = S3EventNotificationContext.from_request_context_native(
+                s3_notif_ctx = S3EventNotificationContext.from_request_context(
                     context,
                     s3_bucket=s3_bucket,
                     s3_object=s3_object,
@@ -1271,7 +1271,7 @@ def delete_object(
             delete_marker_id = generate_version_id(s3_bucket.versioning_status)
             delete_marker = S3DeleteMarker(key=key, version_id=delete_marker_id)
             s3_bucket.objects.set(key, delete_marker)
-            s3_notif_ctx = S3EventNotificationContext.from_request_context_native(
+            s3_notif_ctx = S3EventNotificationContext.from_request_context(
                 context,
                 s3_bucket=s3_bucket,
                 s3_object=delete_marker,
@@ -1374,7 +1374,7 @@ def delete_objects(
                 delete_marker_id = generate_version_id(s3_bucket.versioning_status)
                 delete_marker = S3DeleteMarker(key=object_key, version_id=delete_marker_id)
                 s3_bucket.objects.set(object_key, delete_marker)
-                s3_notif_ctx = S3EventNotificationContext.from_request_context_native(
+                s3_notif_ctx = S3EventNotificationContext.from_request_context(
                     context,
                     s3_bucket=s3_bucket,
                     s3_object=delete_marker,
@@ -2202,7 +2202,7 @@ def restore_object(
         # TODO: add a way to transition from ongoing-request=true to false? for now it is instant
         s3_object.restore = f'ongoing-request="false", expiry-date="{restore_expiration_date}"'
 
-        s3_notif_ctx_initiated = S3EventNotificationContext.from_request_context_native(
+        s3_notif_ctx_initiated = S3EventNotificationContext.from_request_context(
             context,
             s3_bucket=s3_bucket,
             s3_object=s3_object,
diff --git a/localstack-core/localstack/services/s3/utils.py b/localstack-core/localstack/services/s3/utils.py
index 54da792a0a753..063dc53056c9a 100644
--- a/localstack-core/localstack/services/s3/utils.py
+++ b/localstack-core/localstack/services/s3/utils.py
@@ -7,6 +7,7 @@
 import re
 import time
 import zlib
+from collections.abc import Mapping
 from enum import StrEnum
 from secrets import token_bytes
 from typing import Any, Literal, NamedTuple, Protocol
@@ -63,7 +64,6 @@
     AUTHENTICATED_USERS_ACL_GRANTEE,
     CHECKSUM_ALGORITHMS,
     LOG_DELIVERY_ACL_GRANTEE,
-    S3_VIRTUAL_HOST_FORWARDED_HEADER,
     SIGNATURE_V2_PARAMS,
     SIGNATURE_V4_PARAMS,
     SYSTEM_METADATA_SETTABLE_HEADERS,
@@ -522,7 +522,7 @@ def is_valid_canonical_id(canonical_id: str) -> bool:
         return False
 
 
-def uses_host_addressing(headers: dict[str, str]) -> str | None:
+def uses_host_addressing(headers: Mapping[str, str]) -> str | None:
     """
     Determines if the request is targeting S3 with virtual host addressing
     :param headers: the request headers
@@ -551,15 +551,6 @@ def get_system_metadata_from_request(request: dict) -> Metadata:
     return metadata
 
 
-def forwarded_from_virtual_host_addressed_request(headers: dict[str, str]) -> bool:
-    """
-    Determines if the request was forwarded from a v-host addressing style into a path one
-    """
-    # we can assume that the host header we are receiving here is actually the header we originally received
-    # from the client (because the edge service is forwarding the request in memory)
-    return S3_VIRTUAL_HOST_FORWARDED_HEADER in headers
-
-
 def extract_bucket_name_and_key_from_headers_and_path(
     headers: dict[str, str], path: str
 ) -> tuple[str | None, str | None]:

From aa231e5622d17925cf8c6276237af1ca777c3d11 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Cristopher=20Pinz=C3=B3n?=
 <18080804+pinzon@users.noreply.github.com>
Date: Thu, 16 Oct 2025 14:06:43 -0500
Subject: [PATCH 314/697] CFN: Validate resource last status in
 describe_stack_resource (#13269)

---
 .../engine/v2/change_set_model_executor.py    |  1 -
 .../services/cloudformation/v2/provider.py    |  6 ++
 .../cloudformation/api/test_resources.py      | 63 +++++++++++++++++++
 .../api/test_resources.snapshot.json          | 51 +++++++++++++++
 .../api/test_resources.validation.json        | 18 ++++++
 5 files changed, 138 insertions(+), 1 deletion(-)

diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py
index 63a7e612b4667..5222559b9e242 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py
@@ -576,7 +576,6 @@ def _execute_resource_action(
                     )
                     # TODO: do we actually need this line?
                     resolved_resource.update(extra_resource_properties)
-
             case OperationStatus.FAILED:
                 reason = event.message
                 LOG.warning(
diff --git a/localstack-core/localstack/services/cloudformation/v2/provider.py b/localstack-core/localstack/services/cloudformation/v2/provider.py
index 01392cbe33477..06ad696ddec14 100644
--- a/localstack-core/localstack/services/cloudformation/v2/provider.py
+++ b/localstack-core/localstack/services/cloudformation/v2/provider.py
@@ -1109,6 +1109,12 @@ def describe_stack_resource(
 
         try:
             resource = stack.resolved_resources[logical_resource_id]
+            if resource.get("ResourceStatus") not in [
+                StackStatus.CREATE_COMPLETE,
+                StackStatus.UPDATE_COMPLETE,
+                StackStatus.ROLLBACK_COMPLETE,
+            ]:
+                raise KeyError
         except KeyError:
             raise ValidationError(
                 f"Resource {logical_resource_id} does not exist for stack {stack_name}"
diff --git a/tests/aws/services/cloudformation/api/test_resources.py b/tests/aws/services/cloudformation/api/test_resources.py
index 49f858ad5cc85..2d26ae9aa42e0 100644
--- a/tests/aws/services/cloudformation/api/test_resources.py
+++ b/tests/aws/services/cloudformation/api/test_resources.py
@@ -6,6 +6,8 @@
 from tests.aws.services.cloudformation.conftest import skip_if_legacy_engine
 
 from localstack.testing.pytest import markers
+from localstack.testing.pytest.fixtures import StackDeployError
+from localstack.utils.strings import short_uid
 
 
 @skip_if_legacy_engine()
@@ -53,3 +55,64 @@ def test_invalid_logical_resource_id(deploy_cfn_template, snapshot):
         deploy_cfn_template(template=json.dumps(template))
 
     snapshot.match("error", err.value)
+
+
+@markers.aws.validated
+@markers.snapshot.skip_snapshot_verify(paths=["$..StackResourceDetail.Metadata"])
+@skip_if_legacy_engine
+def test_describe_deleted_resource_on_update(aws_client, snapshot, deploy_cfn_template):
+    template = {
+        "Resources": {
+            "Parameter": {
+                "Type": "AWS::SSM::Parameter",
+                "Properties": {"Type": "String", "Value": "Test"},
+            }
+        }
+    }
+
+    stack = deploy_cfn_template(template=json.dumps(template))
+
+    # Update the template to remove the previous resource and create a new one
+    template["Resources"]["Parameter2"] = template["Resources"].pop("Parameter")
+    deploy_cfn_template(template=json.dumps(template), is_update=True, stack_name=stack.stack_name)
+
+    with pytest.raises(ClientError) as err:
+        aws_client.cloudformation.describe_stack_resource(
+            StackName=stack.stack_name, LogicalResourceId="Parameter"
+        )
+
+    parameter2 = aws_client.cloudformation.describe_stack_resource(
+        StackName=stack.stack_name, LogicalResourceId="Parameter2"
+    )
+
+    snapshot.add_transformer(snapshot.transform.key_value("PhysicalResourceId"))
+    snapshot.add_transformer(snapshot.transform.key_value("StackId"))
+    snapshot.add_transformer(snapshot.transform.key_value("StackName"))
+
+    snapshot.match("error", err.value.response)
+    snapshot.match("parameter", parameter2)
+
+
+@markers.aws.validated
+@skip_if_legacy_engine
+def test_describe_failed_resource(aws_client, snapshot, deploy_cfn_template):
+    template = {
+        "Resources": {
+            "Parameter": {
+                "Type": "AWS::SSM::Parameter",
+                "Properties": {"Type": "Invalid", "Value": "Test"},
+            }
+        }
+    }
+
+    stack_name = f"test-stack-{short_uid()}"
+    with pytest.raises(StackDeployError):
+        deploy_cfn_template(template=json.dumps(template), stack_name=stack_name)
+
+    with pytest.raises(ClientError) as err:
+        aws_client.cloudformation.describe_stack_resource(
+            StackName=stack_name, LogicalResourceId="Parameter"
+        )
+
+    snapshot.add_transformer(snapshot.transform.regex(stack_name, "<stack-name>"))
+    snapshot.match("error", err.value.response)
diff --git a/tests/aws/services/cloudformation/api/test_resources.snapshot.json b/tests/aws/services/cloudformation/api/test_resources.snapshot.json
index 7bf7bc35886b5..353882f467bb9 100644
--- a/tests/aws/services/cloudformation/api/test_resources.snapshot.json
+++ b/tests/aws/services/cloudformation/api/test_resources.snapshot.json
@@ -16,5 +16,56 @@
     "recorded-content": {
       "error": "An error occurred (ValidationError) when calling the CreateChangeSet operation: Template format error: Resource name my-bad-resource-id is non alphanumeric."
     }
+  },
+  "tests/aws/services/cloudformation/api/test_resources.py::test_describe_deleted_resource_on_update": {
+    "recorded-date": "16-10-2025, 15:06:04",
+    "recorded-content": {
+      "error": {
+        "Error": {
+          "Code": "ValidationError",
+          "Message": "Resource Parameter does not exist for stack <stack-name:1>",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "parameter": {
+        "StackResourceDetail": {
+          "DriftInformation": {
+            "StackResourceDriftStatus": "NOT_CHECKED"
+          },
+          "LastUpdatedTimestamp": "timestamp",
+          "LogicalResourceId": "Parameter2",
+          "Metadata": {},
+          "PhysicalResourceId": "<physical-resource-id:1>",
+          "ResourceStatus": "CREATE_COMPLETE",
+          "ResourceType": "AWS::SSM::Parameter",
+          "StackId": "<stack-id:1>",
+          "StackName": "<stack-name:1>"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/cloudformation/api/test_resources.py::test_describe_failed_resource": {
+    "recorded-date": "16-10-2025, 15:02:53",
+    "recorded-content": {
+      "error": {
+        "Error": {
+          "Code": "ValidationError",
+          "Message": "Resource Parameter does not exist for stack <stack-name>",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/cloudformation/api/test_resources.validation.json b/tests/aws/services/cloudformation/api/test_resources.validation.json
index 4bd2c1ca3dd99..2f011bfb176ef 100644
--- a/tests/aws/services/cloudformation/api/test_resources.validation.json
+++ b/tests/aws/services/cloudformation/api/test_resources.validation.json
@@ -1,4 +1,22 @@
 {
+  "tests/aws/services/cloudformation/api/test_resources.py::test_describe_deleted_resource_on_update": {
+    "last_validated_date": "2025-10-16T15:08:41+00:00",
+    "durations_in_seconds": {
+      "setup": 0.28,
+      "call": 22.95,
+      "teardown": 4.6,
+      "total": 27.83
+    }
+  },
+  "tests/aws/services/cloudformation/api/test_resources.py::test_describe_failed_resource": {
+    "last_validated_date": "2025-10-16T15:02:53+00:00",
+    "durations_in_seconds": {
+      "setup": 0.29,
+      "call": 8.61,
+      "teardown": 0.0,
+      "total": 8.9
+    }
+  },
   "tests/aws/services/cloudformation/v2/ported_from_v1/api/test_resources.py::test_describe_non_existent_resource": {
     "last_validated_date": "2025-07-25T22:01:40+00:00",
     "durations_in_seconds": {

From 1603c6894f1e06f17888630d55fa3d99956f95a0 Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Thu, 16 Oct 2025 22:18:48 +0100
Subject: [PATCH 315/697] Utils: add strict mode to load_file (#13265)

---
 .../testing/aws/cloudformation_utils.py       |  2 +-
 localstack-core/localstack/utils/files.py     | 21 +++++++++++++++++--
 tests/unit/test_common.py                     |  9 ++++++++
 3 files changed, 29 insertions(+), 3 deletions(-)

diff --git a/localstack-core/localstack/testing/aws/cloudformation_utils.py b/localstack-core/localstack/testing/aws/cloudformation_utils.py
index 0ef513dec8456..33dd9634b78d2 100644
--- a/localstack-core/localstack/testing/aws/cloudformation_utils.py
+++ b/localstack-core/localstack/testing/aws/cloudformation_utils.py
@@ -29,7 +29,7 @@ def load_template_file(file_path: str | os.PathLike, *, path_ctx: str | os.PathL
     elif not file_path_obj.is_absolute():
         raise ValueError("Provided path must be absolute if no path_ctx is provided")
 
-    return load_file(file_path_obj.absolute())
+    return load_file(file_path_obj.absolute(), strict=True)
 
 
 # TODO: TBH this utility really doesn't add anything, probably better to just remove it
diff --git a/localstack-core/localstack/utils/files.py b/localstack-core/localstack/utils/files.py
index d0931d2038fe2..6aa57ef788bed 100644
--- a/localstack-core/localstack/utils/files.py
+++ b/localstack-core/localstack/utils/files.py
@@ -80,9 +80,26 @@ def _opener(path, flags):
         f.flush()
 
 
-def load_file(file_path: str, default=None, mode=None):
+def load_file(
+    file_path: str | os.PathLike,
+    default: str | bytes | None = None,
+    mode: str | None = None,
+    strict: bool = False,
+) -> str | bytes | None:
+    """
+    Return file contents
+
+    :param file_path: path of the file
+    :param default: if strict=False then return this value if the file does not exist
+    :param mode: mode to open the file with (e.g. `r`, `rw`)
+    :param strict: raise an error if the file path is not a file
+    :return: the file contents
+    """
     if not os.path.isfile(file_path):
-        return default
+        if strict:
+            raise FileNotFoundError(file_path)
+        else:
+            return default
     if not mode:
         mode = "r"
     with open(file_path, mode) as f:
diff --git a/tests/unit/test_common.py b/tests/unit/test_common.py
index a4b543e7eee21..7dfbb402afa1a 100644
--- a/tests/unit/test_common.py
+++ b/tests/unit/test_common.py
@@ -546,6 +546,15 @@ def test_save_load_file(tmp_path):
     assert content + more_content == load_file(file_name)
 
 
+def test_load_file_strict(tmp_path):
+    file_name = tmp_path / short_uid()
+    assert not os.path.isfile(file_name)
+
+    assert load_file(file_name) is None
+    with pytest.raises(FileNotFoundError):
+        load_file(file_name, strict=True)
+
+
 def test_save_load_file_with_permissions(tmp_path):
     file_name = tmp_path / (f"special_permissions_{short_uid()}")
     content = f"some_content_{short_uid()}"

From aa2a278aac4f153e79f9af8f07d5a3c7e99dbea6 Mon Sep 17 00:00:00 2001
From: Arthur Akhadov <48313237+ArthurAkh@users.noreply.github.com>
Date: Fri, 17 Oct 2025 02:09:47 +0200
Subject: [PATCH 316/697] APIGW: expand coverage for API Keys and Usage Plans
 (#13201)

Co-authored-by: Benjamin Simon <benjh.simon@gmail.com>
---
 .../services/apigateway/legacy/provider.py    |  24 ++-
 .../apigateway/test_apigateway_extended.py    | 144 ++++++++++++-
 .../test_apigateway_extended.snapshot.json    | 203 +++++++++++++++++-
 .../test_apigateway_extended.validation.json  |  71 +++++-
 4 files changed, 431 insertions(+), 11 deletions(-)

diff --git a/localstack-core/localstack/services/apigateway/legacy/provider.py b/localstack-core/localstack/services/apigateway/legacy/provider.py
index 4a0d1ff792fc8..368c7c83b0f96 100644
--- a/localstack-core/localstack/services/apigateway/legacy/provider.py
+++ b/localstack-core/localstack/services/apigateway/legacy/provider.py
@@ -323,8 +323,18 @@ def create_api_key(
         tags: MapOfStringToString = None,
         **kwargs,
     ) -> ApiKey:
+        if name and len(name) > 1024:
+            raise BadRequestException("Invalid API Key name, can be at most 1024 characters.")
+        if value:
+            if len(value) > 128:
+                raise BadRequestException("API Key value exceeds maximum size of 128 characters")
+            elif len(value) < 20:
+                raise BadRequestException("API Key value should be at least 20 characters")
+        if description and len(description) > 125000:
+            raise BadRequestException("Invalid API Key description specified.")
         api_key = call_moto(context)
-
+        if name == "":
+            api_key.pop("name", None)
         #  transform array of stage keys [{'restApiId': '0iscapk09u', 'stageName': 'dev'}] into
         #  array of strings ['0iscapk09u/dev']
         stage_keys = api_key.get("stageKeys", [])
@@ -2420,6 +2430,10 @@ def get_api_keys(
             for api_key in api_keys:
                 api_key.pop("value")
 
+        if limit is not None:
+            if limit < 1 or limit > 500:
+                limit = None
+
         item_list = PaginatedList(api_keys)
 
         def token_generator(item):
@@ -2444,6 +2458,14 @@ def update_api_key(
         patch_operations: ListOfPatchOperation = None,
         **kwargs,
     ) -> ApiKey:
+        for patch_op in patch_operations:
+            if patch_op["path"] not in ("/description", "/enabled", "/name", "/customerId"):
+                raise BadRequestException(
+                    f"Invalid patch path  '{patch_op['path']}' specified for op '{patch_op['op']}'. Must be one of: [/description, /enabled, /name, /customerId]"
+                )
+
+            if patch_op["path"] == "/description" and len(patch_op["value"]) > 125000:
+                raise BadRequestException("Invalid API Key description specified.")
         response: ApiKey = call_moto(context)
         if "value" in response:
             response.pop("value", None)
diff --git a/tests/aws/services/apigateway/test_apigateway_extended.py b/tests/aws/services/apigateway/test_apigateway_extended.py
index c95965db241c1..555bcb882f2da 100644
--- a/tests/aws/services/apigateway/test_apigateway_extended.py
+++ b/tests/aws/services/apigateway/test_apigateway_extended.py
@@ -46,8 +46,6 @@ def _create(**kwargs):
 @markers.snapshot.skip_snapshot_verify(
     paths=[
         "$..body.host",
-        # TODO: not returned by LS
-        "$..endpointConfiguration.ipAddressType",
     ]
 )
 def test_export_swagger_openapi(aws_client, snapshot, import_apigw, import_file, region_name):
@@ -91,8 +89,6 @@ def test_export_swagger_openapi(aws_client, snapshot, import_apigw, import_file,
 @markers.snapshot.skip_snapshot_verify(
     paths=[
         "$..body.servers..url",
-        # TODO: not returned by LS
-        "$..endpointConfiguration.ipAddressType",
     ]
 )
 def test_export_oas30_openapi(aws_client, snapshot, import_apigw, region_name, import_file):
@@ -272,7 +268,7 @@ def test_get_usage_plan_api_keys(self, aws_client, apigw_create_api_key, snapsho
         snapshot.match("create-api-key", create_api_key)
 
         create_api_key_2 = apigw_create_api_key(name=api_key_name_2)
-        snapshot.match("create-api-key-2", create_api_key)
+        snapshot.match("create-api-key-2", create_api_key_2)
 
         get_api_keys_after_create = aws_client.apigateway.get_api_keys()
         snapshot.match("get-api-keys-after-create-1", get_api_keys_after_create)
@@ -332,3 +328,141 @@ def test_get_usage_plan_api_keys(self, aws_client, apigw_create_api_key, snapsho
 
         get_up_keys_bad_d = aws_client.apigateway.get_usage_plan_keys(usagePlanId="bad-id")
         snapshot.match("get-up-keys-bad-usage-plan", get_up_keys_bad_d)
+
+    @markers.aws.validated
+    def test_negative_get_usage_plan_api_keys(
+        self, aws_client, apigw_create_api_key, snapshot, cleanup_api_keys, cleanups
+    ):
+        snapshot.add_transformers_list(
+            [
+                snapshot.transform.key_value("id"),
+                snapshot.transform.key_value("value"),
+                snapshot.transform.key_value("name"),
+            ]
+        )
+
+        get_keys = aws_client.apigateway.get_api_keys(limit=-1)
+        snapshot.match("get-api-keys-invalid-limit", get_keys)
+
+        create_api_key = apigw_create_api_key(name="key-enabled-false", enabled=False)
+        assert not create_api_key["enabled"]
+        snapshot.match("create-api-key", create_api_key)
+
+        update_resp = aws_client.apigateway.update_api_key(
+            apiKey=create_api_key["id"],
+            patchOperations=[{"op": "replace", "path": "/name", "value": "new-name"}],
+        )
+        snapshot.match("update-api-key-name", update_resp)
+
+    @markers.aws.validated
+    def test_create_api_key_with_invalid_name(
+        self, aws_client, snapshot, cleanup_api_keys, cleanups
+    ):
+        snapshot.add_transformers_list(
+            [
+                snapshot.transform.key_value("id"),
+                snapshot.transform.key_value("value"),
+            ]
+        )
+        long_name = "a" * 1025
+        with pytest.raises(ClientError) as e:
+            aws_client.apigateway.create_api_key(name=long_name)
+        snapshot.match("create-api-key-name-too-long", e.value.response)
+
+        create_empty_name = aws_client.apigateway.create_api_key(name="")
+        snapshot.match("create-api-key-empty-name", create_empty_name)
+
+        create_no_name = aws_client.apigateway.create_api_key()
+        snapshot.match("create-api-key-no-name", create_no_name)
+
+    @markers.aws.validated
+    def test_create_api_key_with_invalid_value(
+        self, aws_client, snapshot, cleanup_api_keys, cleanups
+    ):
+        snapshot.add_transformers_list([snapshot.transform.key_value("id")])
+        shot_value = "short"
+        with pytest.raises(ClientError) as e:
+            aws_client.apigateway.create_api_key(value=shot_value)
+        snapshot.match("create-api-key-short-value", e.value.response)
+
+        long_value = "a" * 129
+        with pytest.raises(ClientError) as e:
+            aws_client.apigateway.create_api_key(value=long_value)
+        snapshot.match("create-api-key-invalid-value-too-long", e.value.response)
+
+        snapshot.add_transformers_list(
+            [
+                snapshot.transform.key_value("id"),
+                snapshot.transform.key_value("value"),
+            ]
+        )
+        empty_value = aws_client.apigateway.create_api_key(value="")
+        snapshot.add_transformers_list([snapshot.transform.key_value("id")])
+        snapshot.match("create-api-key-empty-value", empty_value)
+
+    @markers.aws.validated
+    def test_update_api_key_invalid_description_length(
+        self, aws_client, snapshot, apigw_create_api_key, cleanup_api_keys, cleanups
+    ):
+        long_description = "a" * 125001
+        with pytest.raises(ClientError) as e:
+            apigw_create_api_key(description=long_description)
+        snapshot.match("create-api-key-description-too-long", e.value.response)
+
+        api_key = apigw_create_api_key()
+        api_key_id = api_key["id"]
+
+        long_description = "a" * 125001
+        with pytest.raises(ClientError) as e:
+            aws_client.apigateway.update_api_key(
+                apiKey=api_key_id,
+                patchOperations=[
+                    {"op": "replace", "path": "/description", "value": long_description}
+                ],
+            )
+        snapshot.match("update-api-key-description-too-long", e.value.response)
+
+    @markers.aws.validated
+    def test_update_api_key_invalid_enabled_type(
+        self, aws_client, snapshot, apigw_create_api_key, cleanup_api_keys, cleanups
+    ):
+        snapshot.add_transformers_list([snapshot.transform.key_value("id")])
+        api_key = apigw_create_api_key()
+        api_key_id = api_key["id"]
+
+        invalid_enabled_type = aws_client.apigateway.update_api_key(
+            apiKey=api_key_id,
+            patchOperations=[{"op": "replace", "path": "/enabled", "value": "not-a-boolean"}],
+        )
+        snapshot.match("update-api-key-invalid-enabled-type", invalid_enabled_type)
+
+    @markers.aws.validated
+    def test_update_api_key_immutable_field(
+        self, aws_client, snapshot, apigw_create_api_key, cleanup_api_keys, cleanups
+    ):
+        api_key = apigw_create_api_key()
+        api_key_id = api_key["id"]
+
+        with pytest.raises(ClientError) as e:
+            aws_client.apigateway.update_api_key(
+                apiKey=api_key_id,
+                patchOperations=[{"op": "replace", "path": "/id", "value": "new-id"}],
+            )
+        snapshot.match("update-api-key-immutable-field", e.value.response)
+
+    @markers.aws.validated
+    def test_create_usage_plan_with_throttle(
+        self, aws_client, snapshot, cleanup_api_keys, cleanups
+    ):
+        snapshot.add_transformer(
+            [
+                snapshot.transform.key_value("id"),
+                snapshot.transform.key_value("name"),
+            ]
+        )
+
+        invalid_burst_limit = aws_client.apigateway.create_usage_plan(
+            name=f"invalid-throttle-burst-gt-rate-{short_uid()}",
+            throttle={"rateLimit": 10, "burstLimit": 20},
+        )
+        snapshot.match("create-usage-plan-burst-gt-rate", invalid_burst_limit)
diff --git a/tests/aws/services/apigateway/test_apigateway_extended.snapshot.json b/tests/aws/services/apigateway/test_apigateway_extended.snapshot.json
index 76db5eff4a01b..f22d6adb87600 100644
--- a/tests/aws/services/apigateway/test_apigateway_extended.snapshot.json
+++ b/tests/aws/services/apigateway/test_apigateway_extended.snapshot.json
@@ -1847,7 +1847,7 @@
     }
   },
   "tests/aws/services/apigateway/test_apigateway_extended.py::TestApigatewayApiKeysCrud::test_get_usage_plan_api_keys": {
-    "recorded-date": "10-10-2024, 18:54:42",
+    "recorded-date": "26-09-2025, 16:23:51",
     "recorded-content": {
       "get-api-keys": {
         "items": [],
@@ -1872,11 +1872,11 @@
       "create-api-key-2": {
         "createdDate": "datetime",
         "enabled": false,
-        "id": "<id:1>",
+        "id": "<id:2>",
         "lastUpdatedDate": "datetime",
-        "name": "<name:1>",
+        "name": "<name:2>",
         "stageKeys": [],
-        "value": "<value:1>",
+        "value": "<value:2>",
         "ResponseMetadata": {
           "HTTPHeaders": {},
           "HTTPStatusCode": 201
@@ -2025,5 +2025,200 @@
         }
       }
     }
+  },
+  "tests/aws/services/apigateway/test_apigateway_extended.py::TestApigatewayApiKeysCrud::test_negative_get_usage_plan_api_keys": {
+    "recorded-date": "16-07-2025, 15:26:48",
+    "recorded-content": {
+      "get-api-keys-invalid-limit": {
+        "items": [],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "create-api-key": {
+        "createdDate": "datetime",
+        "enabled": false,
+        "id": "<id:1>",
+        "lastUpdatedDate": "datetime",
+        "name": "<name:1>",
+        "stageKeys": [],
+        "value": "<value:1>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 201
+        }
+      },
+      "update-api-key-name": {
+        "createdDate": "datetime",
+        "enabled": false,
+        "id": "<id:1>",
+        "lastUpdatedDate": "datetime",
+        "name": "<name:2>",
+        "stageKeys": [],
+        "tags": {},
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/apigateway/test_apigateway_extended.py::TestApigatewayApiKeysCrud::test_create_api_key_with_invalid_name": {
+    "recorded-date": "17-07-2025, 13:16:59",
+    "recorded-content": {
+      "create-api-key-name-too-long": {
+        "Error": {
+          "Code": "BadRequestException",
+          "Message": "Invalid API Key name, can be at most 1024 characters."
+        },
+        "message": "Invalid API Key name, can be at most 1024 characters.",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "create-api-key-empty-name": {
+        "createdDate": "datetime",
+        "enabled": false,
+        "id": "<id:1>",
+        "lastUpdatedDate": "datetime",
+        "stageKeys": [],
+        "value": "<value:1>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 201
+        }
+      },
+      "create-api-key-no-name": {
+        "createdDate": "datetime",
+        "enabled": false,
+        "id": "<id:2>",
+        "lastUpdatedDate": "datetime",
+        "stageKeys": [],
+        "value": "<value:2>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 201
+        }
+      }
+    }
+  },
+  "tests/aws/services/apigateway/test_apigateway_extended.py::TestApigatewayApiKeysCrud::test_create_api_key_with_invalid_value": {
+    "recorded-date": "17-07-2025, 13:59:45",
+    "recorded-content": {
+      "create-api-key-short-value": {
+        "Error": {
+          "Code": "BadRequestException",
+          "Message": "API Key value should be at least 20 characters"
+        },
+        "message": "API Key value should be at least 20 characters",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "create-api-key-invalid-value-too-long": {
+        "Error": {
+          "Code": "BadRequestException",
+          "Message": "API Key value exceeds maximum size of 128 characters"
+        },
+        "message": "API Key value exceeds maximum size of 128 characters",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "create-api-key-empty-value": {
+        "createdDate": "datetime",
+        "enabled": false,
+        "id": "<id:1>",
+        "lastUpdatedDate": "datetime",
+        "stageKeys": [],
+        "value": "<value:1>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 201
+        }
+      }
+    }
+  },
+  "tests/aws/services/apigateway/test_apigateway_extended.py::TestApigatewayApiKeysCrud::test_update_api_key_invalid_description_length": {
+    "recorded-date": "17-07-2025, 15:02:27",
+    "recorded-content": {
+      "create-api-key-description-too-long": {
+        "Error": {
+          "Code": "BadRequestException",
+          "Message": "Invalid API Key description specified."
+        },
+        "message": "Invalid API Key description specified.",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "update-api-key-description-too-long": {
+        "Error": {
+          "Code": "BadRequestException",
+          "Message": "Invalid API Key description specified."
+        },
+        "message": "Invalid API Key description specified.",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/apigateway/test_apigateway_extended.py::TestApigatewayApiKeysCrud::test_update_api_key_invalid_enabled_type": {
+    "recorded-date": "17-07-2025, 15:33:05",
+    "recorded-content": {
+      "update-api-key-invalid-enabled-type": {
+        "createdDate": "datetime",
+        "enabled": false,
+        "id": "<id:1>",
+        "lastUpdatedDate": "datetime",
+        "stageKeys": [],
+        "tags": {},
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/apigateway/test_apigateway_extended.py::TestApigatewayApiKeysCrud::test_update_api_key_immutable_field": {
+    "recorded-date": "18-07-2025, 14:31:57",
+    "recorded-content": {
+      "update-api-key-immutable-field": {
+        "Error": {
+          "Code": "BadRequestException",
+          "Message": "Invalid patch path  '/id' specified for op 'replace'. Must be one of: [/description, /enabled, /name, /customerId]"
+        },
+        "message": "Invalid patch path  '/id' specified for op 'replace'. Must be one of: [/description, /enabled, /name, /customerId]",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/apigateway/test_apigateway_extended.py::TestApigatewayApiKeysCrud::test_create_usage_plan_with_throttle": {
+    "recorded-date": "26-09-2025, 15:15:33",
+    "recorded-content": {
+      "create-usage-plan-burst-gt-rate": {
+        "apiStages": [],
+        "id": "<id:1>",
+        "name": "<name:1>",
+        "throttle": {
+          "burstLimit": 20,
+          "rateLimit": 10.0
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 201
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/apigateway/test_apigateway_extended.validation.json b/tests/aws/services/apigateway/test_apigateway_extended.validation.json
index 1486731f72d07..8c1979af0efb9 100644
--- a/tests/aws/services/apigateway/test_apigateway_extended.validation.json
+++ b/tests/aws/services/apigateway/test_apigateway_extended.validation.json
@@ -1,9 +1,78 @@
 {
+  "tests/aws/services/apigateway/test_apigateway_extended.py::TestApigatewayApiKeysCrud::test_create_api_key_with_invalid_name": {
+    "last_validated_date": "2025-09-26T15:36:15+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.43,
+      "teardown": 0.0,
+      "total": 0.43
+    }
+  },
+  "tests/aws/services/apigateway/test_apigateway_extended.py::TestApigatewayApiKeysCrud::test_create_api_key_with_invalid_value": {
+    "last_validated_date": "2025-09-26T15:36:16+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.39,
+      "teardown": 0.0,
+      "total": 0.39
+    }
+  },
+  "tests/aws/services/apigateway/test_apigateway_extended.py::TestApigatewayApiKeysCrud::test_create_usage_plan_with_throttle": {
+    "last_validated_date": "2025-09-26T15:36:19+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.41,
+      "teardown": 0.0,
+      "total": 0.41
+    }
+  },
   "tests/aws/services/apigateway/test_apigateway_extended.py::TestApigatewayApiKeysCrud::test_get_api_keys": {
     "last_validated_date": "2024-10-10T18:53:36+00:00"
   },
   "tests/aws/services/apigateway/test_apigateway_extended.py::TestApigatewayApiKeysCrud::test_get_usage_plan_api_keys": {
-    "last_validated_date": "2024-10-10T18:54:41+00:00"
+    "last_validated_date": "2025-09-26T16:25:01+00:00",
+    "durations_in_seconds": {
+      "setup": 0.88,
+      "call": 4.05,
+      "teardown": 0.59,
+      "total": 5.52
+    }
+  },
+  "tests/aws/services/apigateway/test_apigateway_extended.py::TestApigatewayApiKeysCrud::test_negative_get_usage_plan_api_keys": {
+    "last_validated_date": "2025-09-26T15:36:15+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.51,
+      "teardown": 0.24,
+      "total": 0.75
+    }
+  },
+  "tests/aws/services/apigateway/test_apigateway_extended.py::TestApigatewayApiKeysCrud::test_update_api_key_immutable_field": {
+    "last_validated_date": "2025-09-26T15:36:18+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.29,
+      "teardown": 0.32,
+      "total": 0.61
+    }
+  },
+  "tests/aws/services/apigateway/test_apigateway_extended.py::TestApigatewayApiKeysCrud::test_update_api_key_invalid_description_length": {
+    "last_validated_date": "2025-09-26T15:36:17+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.66,
+      "teardown": 0.29,
+      "total": 0.95
+    }
+  },
+  "tests/aws/services/apigateway/test_apigateway_extended.py::TestApigatewayApiKeysCrud::test_update_api_key_invalid_enabled_type": {
+    "last_validated_date": "2025-09-26T15:36:18+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.55,
+      "teardown": 0.31,
+      "total": 0.86
+    }
   },
   "tests/aws/services/apigateway/test_apigateway_extended.py::test_export_oas30_openapi[TEST_IMPORT_PETSTORE_SWAGGER]": {
     "last_validated_date": "2025-05-06T18:34:11+00:00"

From c01006d0cc34ef51cef7bf6bb7bf5d5b7abac818 Mon Sep 17 00:00:00 2001
From: Anastasia Dusak <61540676+k-a-il@users.noreply.github.com>
Date: Fri, 17 Oct 2025 11:18:37 +0200
Subject: [PATCH 317/697] CI:Fix enforce labels workflow (#13277)

---
 .github/workflows/pr-enforce-pr-labels.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/pr-enforce-pr-labels.yml b/.github/workflows/pr-enforce-pr-labels.yml
index 8ccbf1e8321ab..81f3eb8a73359 100644
--- a/.github/workflows/pr-enforce-pr-labels.yml
+++ b/.github/workflows/pr-enforce-pr-labels.yml
@@ -1,7 +1,7 @@
 name: Enforce Labels
 on:
   pull_request_target:
-    types: [labeled, unlabeled, opened]
+    types: [labeled, unlabeled, opened, synchronize]
 
 jobs:
   labels:

From e2279198a32c160c0387501149e677de61823fa9 Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Mon, 20 Oct 2025 09:18:00 +0200
Subject: [PATCH 318/697] Update ASF APIs (#13283)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
---
 .../localstack/aws/api/ec2/__init__.py        | 572 ++++++++++++++++--
 pyproject.toml                                |   6 +-
 requirements-base-runtime.txt                 |   4 +-
 requirements-dev.txt                          |   6 +-
 requirements-runtime.txt                      |   6 +-
 requirements-test.txt                         |   6 +-
 requirements-typehint.txt                     |   6 +-
 7 files changed, 543 insertions(+), 63 deletions(-)

diff --git a/localstack-core/localstack/aws/api/ec2/__init__.py b/localstack-core/localstack/aws/api/ec2/__init__.py
index dbc3ea9373e17..cc8e890a7a63b 100644
--- a/localstack-core/localstack/aws/api/ec2/__init__.py
+++ b/localstack-core/localstack/aws/api/ec2/__init__.py
@@ -19,6 +19,7 @@
 BaselineIops = int
 BaselineThroughputInMBps = float
 Boolean = bool
+BoxedBoolean = bool
 BoxedDouble = float
 BoxedInteger = int
 BundleId = str
@@ -26,6 +27,7 @@
 CancelCapacityReservationFleetErrorCode = str
 CancelCapacityReservationFleetErrorMessage = str
 CapacityBlockId = str
+CapacityManagerDataExportId = str
 CapacityReservationFleetId = str
 CapacityReservationId = str
 CarrierGatewayId = str
@@ -64,6 +66,7 @@
 DescribeCapacityBlockOfferingsMaxResults = int
 DescribeCapacityBlockStatusMaxResults = int
 DescribeCapacityBlocksMaxResults = int
+DescribeCapacityManagerDataExportsRequestMaxResults = int
 DescribeCapacityReservationBillingRequestsRequestMaxResults = int
 DescribeCapacityReservationFleetsMaxResults = int
 DescribeCapacityReservationsMaxResults = int
@@ -289,6 +292,7 @@
 OutpostLagMaxResults = int
 PasswordData = str
 PeakBandwidthInGbps = float
+Period = int
 PlacementGroupArn = str
 PlacementGroupId = str
 PlacementGroupName = str
@@ -714,6 +718,18 @@ class CapacityBlockResourceState(StrEnum):
     payment_failed = "payment-failed"
 
 
+class CapacityManagerDataExportStatus(StrEnum):
+    pending = "pending"
+    in_progress = "in-progress"
+    delivered = "delivered"
+    failed = "failed"
+
+
+class CapacityManagerStatus(StrEnum):
+    enabled = "enabled"
+    disabled = "disabled"
+
+
 class CapacityReservationBillingRequestStatus(StrEnum):
     pending = "pending"
     accepted = "accepted"
@@ -792,6 +808,11 @@ class CapacityReservationType(StrEnum):
     capacity_block = "capacity-block"
 
 
+class CapacityTenancy(StrEnum):
+    default = "default"
+    dedicated = "dedicated"
+
+
 class CarrierGatewayState(StrEnum):
     pending = "pending"
     available = "available"
@@ -843,6 +864,11 @@ class ClientVpnRouteStatusCode(StrEnum):
     deleting = "deleting"
 
 
+class Comparison(StrEnum):
+    equals = "equals"
+    in_ = "in"
+
+
 class ConnectionNotificationState(StrEnum):
     Enabled = "Enabled"
     Disabled = "Disabled"
@@ -1109,6 +1135,26 @@ class FastSnapshotRestoreStateCode(StrEnum):
     disabled = "disabled"
 
 
+class FilterByDimension(StrEnum):
+    resource_region = "resource-region"
+    availability_zone_id = "availability-zone-id"
+    account_id = "account-id"
+    instance_family = "instance-family"
+    instance_type = "instance-type"
+    instance_platform = "instance-platform"
+    reservation_arn = "reservation-arn"
+    reservation_id = "reservation-id"
+    reservation_type = "reservation-type"
+    reservation_create_timestamp = "reservation-create-timestamp"
+    reservation_start_timestamp = "reservation-start-timestamp"
+    reservation_end_timestamp = "reservation-end-timestamp"
+    reservation_end_date_type = "reservation-end-date-type"
+    tenancy = "tenancy"
+    reservation_state = "reservation-state"
+    reservation_instance_match_criteria = "reservation-instance-match-criteria"
+    reservation_unused_financial_owner = "reservation-unused-financial-owner"
+
+
 class FindingsFound(StrEnum):
     true = "true"
     false = "false"
@@ -1209,6 +1255,26 @@ class GatewayType(StrEnum):
     ipsec_1 = "ipsec.1"
 
 
+class GroupBy(StrEnum):
+    resource_region = "resource-region"
+    availability_zone_id = "availability-zone-id"
+    account_id = "account-id"
+    instance_family = "instance-family"
+    instance_type = "instance-type"
+    instance_platform = "instance-platform"
+    reservation_arn = "reservation-arn"
+    reservation_id = "reservation-id"
+    reservation_type = "reservation-type"
+    reservation_create_timestamp = "reservation-create-timestamp"
+    reservation_start_timestamp = "reservation-start-timestamp"
+    reservation_end_timestamp = "reservation-end-timestamp"
+    reservation_end_date_type = "reservation-end-date-type"
+    tenancy = "tenancy"
+    reservation_state = "reservation-state"
+    reservation_instance_match_criteria = "reservation-instance-match-criteria"
+    reservation_unused_financial_owner = "reservation-unused-financial-owner"
+
+
 class HostMaintenance(StrEnum):
     on = "on"
     off = "off"
@@ -1310,9 +1376,16 @@ class ImdsSupportValues(StrEnum):
     v2_0 = "v2.0"
 
 
+class IngestionStatus(StrEnum):
+    initial_ingestion_in_progress = "initial-ingestion-in-progress"
+    ingestion_complete = "ingestion-complete"
+    ingestion_failed = "ingestion-failed"
+
+
 class InitializationType(StrEnum):
     default = "default"
     provisioned_rate = "provisioned-rate"
+    volume_copy = "volume-copy"
 
 
 class InstanceAttributeName(StrEnum):
@@ -2939,6 +3012,52 @@ class MetadataDefaultHttpTokensState(StrEnum):
     no_preference = "no-preference"
 
 
+class Metric(StrEnum):
+    reservation_total_capacity_hrs_vcpu = "reservation-total-capacity-hrs-vcpu"
+    reservation_total_capacity_hrs_inst = "reservation-total-capacity-hrs-inst"
+    reservation_max_size_vcpu = "reservation-max-size-vcpu"
+    reservation_max_size_inst = "reservation-max-size-inst"
+    reservation_min_size_vcpu = "reservation-min-size-vcpu"
+    reservation_min_size_inst = "reservation-min-size-inst"
+    reservation_unused_total_capacity_hrs_vcpu = "reservation-unused-total-capacity-hrs-vcpu"
+    reservation_unused_total_capacity_hrs_inst = "reservation-unused-total-capacity-hrs-inst"
+    reservation_unused_total_estimated_cost = "reservation-unused-total-estimated-cost"
+    reservation_max_unused_size_vcpu = "reservation-max-unused-size-vcpu"
+    reservation_max_unused_size_inst = "reservation-max-unused-size-inst"
+    reservation_min_unused_size_vcpu = "reservation-min-unused-size-vcpu"
+    reservation_min_unused_size_inst = "reservation-min-unused-size-inst"
+    reservation_max_utilization = "reservation-max-utilization"
+    reservation_min_utilization = "reservation-min-utilization"
+    reservation_avg_utilization_vcpu = "reservation-avg-utilization-vcpu"
+    reservation_avg_utilization_inst = "reservation-avg-utilization-inst"
+    reservation_total_count = "reservation-total-count"
+    reservation_total_estimated_cost = "reservation-total-estimated-cost"
+    reservation_avg_future_size_vcpu = "reservation-avg-future-size-vcpu"
+    reservation_avg_future_size_inst = "reservation-avg-future-size-inst"
+    reservation_min_future_size_vcpu = "reservation-min-future-size-vcpu"
+    reservation_min_future_size_inst = "reservation-min-future-size-inst"
+    reservation_max_future_size_vcpu = "reservation-max-future-size-vcpu"
+    reservation_max_future_size_inst = "reservation-max-future-size-inst"
+    reservation_avg_committed_size_vcpu = "reservation-avg-committed-size-vcpu"
+    reservation_avg_committed_size_inst = "reservation-avg-committed-size-inst"
+    reservation_max_committed_size_vcpu = "reservation-max-committed-size-vcpu"
+    reservation_max_committed_size_inst = "reservation-max-committed-size-inst"
+    reservation_min_committed_size_vcpu = "reservation-min-committed-size-vcpu"
+    reservation_min_committed_size_inst = "reservation-min-committed-size-inst"
+    reserved_total_usage_hrs_vcpu = "reserved-total-usage-hrs-vcpu"
+    reserved_total_usage_hrs_inst = "reserved-total-usage-hrs-inst"
+    reserved_total_estimated_cost = "reserved-total-estimated-cost"
+    unreserved_total_usage_hrs_vcpu = "unreserved-total-usage-hrs-vcpu"
+    unreserved_total_usage_hrs_inst = "unreserved-total-usage-hrs-inst"
+    unreserved_total_estimated_cost = "unreserved-total-estimated-cost"
+    spot_total_usage_hrs_vcpu = "spot-total-usage-hrs-vcpu"
+    spot_total_usage_hrs_inst = "spot-total-usage-hrs-inst"
+    spot_total_estimated_cost = "spot-total-estimated-cost"
+    spot_avg_run_time_before_interruption_inst = "spot-avg-run-time-before-interruption-inst"
+    spot_max_run_time_before_interruption_inst = "spot-max-run-time-before-interruption-inst"
+    spot_min_run_time_before_interruption_inst = "spot-min-run-time-before-interruption-inst"
+
+
 class MetricType(StrEnum):
     aggregate_latency = "aggregate-latency"
 
@@ -3067,6 +3186,11 @@ class OperationType(StrEnum):
     remove = "remove"
 
 
+class OutputFormat(StrEnum):
+    csv = "csv"
+    parquet = "parquet"
+
+
 class PartitionLoadFrequency(StrEnum):
     none = "none"
     daily = "daily"
@@ -3223,13 +3347,30 @@ class ReportStatusType(StrEnum):
     impaired = "impaired"
 
 
+class ReservationEndDateType(StrEnum):
+    limited = "limited"
+    unlimited = "unlimited"
+
+
 class ReservationState(StrEnum):
+    active = "active"
+    expired = "expired"
+    cancelled = "cancelled"
+    scheduled = "scheduled"
+    pending = "pending"
+    failed = "failed"
+    delayed = "delayed"
+    unsupported = "unsupported"
     payment_pending = "payment-pending"
     payment_failed = "payment-failed"
-    active = "active"
     retired = "retired"
 
 
+class ReservationType(StrEnum):
+    capacity_block = "capacity-block"
+    odcr = "odcr"
+
+
 class ReservedInstanceState(StrEnum):
     payment_pending = "payment-pending"
     active = "active"
@@ -3347,6 +3488,7 @@ class ResourceType(StrEnum):
     ipam_external_resource_verification_token = "ipam-external-resource-verification-token"
     capacity_block = "capacity-block"
     mac_modification_task = "mac-modification-task"
+    capacity_manager_data_export = "capacity-manager-data-export"
 
 
 class RootDeviceType(StrEnum):
@@ -3465,6 +3607,10 @@ class SSEType(StrEnum):
     none = "none"
 
 
+class Schedule(StrEnum):
+    hourly = "hourly"
+
+
 class SecurityGroupReferencingSupportValue(StrEnum):
     enable = "enable"
     disable = "disable"
@@ -6288,6 +6434,58 @@ class CapacityBlockStatus(TypedDict, total=False):
 
 
 CapacityBlockStatusSet = List[CapacityBlockStatus]
+ConditionValueList = List[String]
+
+
+class DimensionCondition(TypedDict, total=False):
+    Dimension: Optional[FilterByDimension]
+    Comparison: Optional[Comparison]
+    Values: Optional[ConditionValueList]
+
+
+class CapacityManagerCondition(TypedDict, total=False):
+    DimensionCondition: Optional[DimensionCondition]
+
+
+CapacityManagerConditionSet = List[CapacityManagerCondition]
+CapacityManagerDataExportIdSet = List[CapacityManagerDataExportId]
+
+
+class CapacityManagerDataExportResponse(TypedDict, total=False):
+    CapacityManagerDataExportId: Optional[CapacityManagerDataExportId]
+    S3BucketName: Optional[String]
+    S3BucketPrefix: Optional[String]
+    Schedule: Optional[Schedule]
+    OutputFormat: Optional[OutputFormat]
+    CreateTime: Optional[MillisecondDateTime]
+    LatestDeliveryStatus: Optional[CapacityManagerDataExportStatus]
+    LatestDeliveryStatusMessage: Optional[String]
+    LatestDeliveryS3LocationUri: Optional[String]
+    LatestDeliveryTime: Optional[MillisecondDateTime]
+    Tags: Optional[TagList]
+
+
+CapacityManagerDataExportResponseSet = List[CapacityManagerDataExportResponse]
+
+
+class CapacityManagerDimension(TypedDict, total=False):
+    ResourceRegion: Optional[String]
+    AvailabilityZoneId: Optional[String]
+    AccountId: Optional[String]
+    InstanceFamily: Optional[String]
+    InstanceType: Optional[String]
+    InstancePlatform: Optional[String]
+    ReservationArn: Optional[String]
+    ReservationId: Optional[String]
+    ReservationType: Optional[ReservationType]
+    ReservationCreateTimestamp: Optional[MillisecondDateTime]
+    ReservationStartTimestamp: Optional[MillisecondDateTime]
+    ReservationEndTimestamp: Optional[MillisecondDateTime]
+    ReservationEndDateType: Optional[ReservationEndDateType]
+    Tenancy: Optional[CapacityTenancy]
+    ReservationState: Optional[ReservationState]
+    ReservationInstanceMatchCriteria: Optional[String]
+    ReservationUnusedFinancialOwner: Optional[String]
 
 
 class CapacityReservationCommitmentInfo(TypedDict, total=False):
@@ -6860,6 +7058,68 @@ class CopySnapshotResult(TypedDict, total=False):
     SnapshotId: Optional[String]
 
 
+class CopyVolumesRequest(ServiceRequest):
+    SourceVolumeId: VolumeId
+    Iops: Optional[Integer]
+    Size: Optional[Integer]
+    VolumeType: Optional[VolumeType]
+    DryRun: Optional[Boolean]
+    TagSpecifications: Optional[TagSpecificationList]
+    MultiAttachEnabled: Optional[Boolean]
+    Throughput: Optional[Integer]
+    ClientToken: Optional[String]
+
+
+class VolumeAttachment(TypedDict, total=False):
+    DeleteOnTermination: Optional[Boolean]
+    AssociatedResource: Optional[String]
+    InstanceOwningService: Optional[String]
+    VolumeId: Optional[String]
+    InstanceId: Optional[String]
+    Device: Optional[String]
+    State: Optional[VolumeAttachmentState]
+    AttachTime: Optional[DateTime]
+
+
+VolumeAttachmentList = List[VolumeAttachment]
+
+
+class OperatorResponse(TypedDict, total=False):
+    Managed: Optional[Boolean]
+    Principal: Optional[String]
+
+
+class Volume(TypedDict, total=False):
+    AvailabilityZoneId: Optional[String]
+    OutpostArn: Optional[String]
+    SourceVolumeId: Optional[String]
+    Iops: Optional[Integer]
+    Tags: Optional[TagList]
+    VolumeType: Optional[VolumeType]
+    FastRestored: Optional[Boolean]
+    MultiAttachEnabled: Optional[Boolean]
+    Throughput: Optional[Integer]
+    SseType: Optional[SSEType]
+    Operator: Optional[OperatorResponse]
+    VolumeInitializationRate: Optional[Integer]
+    VolumeId: Optional[String]
+    Size: Optional[Integer]
+    SnapshotId: Optional[String]
+    AvailabilityZone: Optional[String]
+    State: Optional[VolumeState]
+    CreateTime: Optional[DateTime]
+    Attachments: Optional[VolumeAttachmentList]
+    Encrypted: Optional[Boolean]
+    KmsKeyId: Optional[String]
+
+
+VolumeList = List[Volume]
+
+
+class CopyVolumesResult(TypedDict, total=False):
+    Volumes: Optional[VolumeList]
+
+
 CoreCountList = List[CoreCount]
 CpuManufacturerSet = List[CpuManufacturer]
 
@@ -6876,6 +7136,20 @@ class CpuOptionsRequest(TypedDict, total=False):
     AmdSevSnp: Optional[AmdSevSnpSpecification]
 
 
+class CreateCapacityManagerDataExportRequest(ServiceRequest):
+    S3BucketName: String
+    S3BucketPrefix: Optional[String]
+    Schedule: Schedule
+    OutputFormat: OutputFormat
+    ClientToken: Optional[String]
+    DryRun: Optional[Boolean]
+    TagSpecifications: Optional[TagSpecificationList]
+
+
+class CreateCapacityManagerDataExportResult(TypedDict, total=False):
+    CapacityManagerDataExportId: Optional[CapacityManagerDataExportId]
+
+
 class CreateCapacityReservationBySplittingRequest(ServiceRequest):
     DryRun: Optional[Boolean]
     ClientToken: Optional[String]
@@ -8261,11 +8535,6 @@ class ValidationWarning(TypedDict, total=False):
     Errors: Optional[ErrorSet]
 
 
-class OperatorResponse(TypedDict, total=False):
-    Managed: Optional[Boolean]
-    Principal: Optional[String]
-
-
 class LaunchTemplate(TypedDict, total=False):
     LaunchTemplateId: Optional[String]
     LaunchTemplateName: Optional[LaunchTemplateName]
@@ -10815,6 +11084,15 @@ class DeclarativePoliciesReport(TypedDict, total=False):
 DeclarativePoliciesReportList = List[DeclarativePoliciesReport]
 
 
+class DeleteCapacityManagerDataExportRequest(ServiceRequest):
+    CapacityManagerDataExportId: CapacityManagerDataExportId
+    DryRun: Optional[Boolean]
+
+
+class DeleteCapacityManagerDataExportResult(TypedDict, total=False):
+    CapacityManagerDataExportId: Optional[CapacityManagerDataExportId]
+
+
 class DeleteCarrierGatewayRequest(ServiceRequest):
     CarrierGatewayId: CarrierGatewayId
     DryRun: Optional[Boolean]
@@ -11951,6 +12229,19 @@ class DescribeCapacityBlocksResult(TypedDict, total=False):
     NextToken: Optional[String]
 
 
+class DescribeCapacityManagerDataExportsRequest(ServiceRequest):
+    CapacityManagerDataExportIds: Optional[CapacityManagerDataExportIdSet]
+    MaxResults: Optional[DescribeCapacityManagerDataExportsRequestMaxResults]
+    NextToken: Optional[String]
+    DryRun: Optional[Boolean]
+    Filters: Optional[FilterList]
+
+
+class DescribeCapacityManagerDataExportsResult(TypedDict, total=False):
+    CapacityManagerDataExports: Optional[CapacityManagerDataExportResponseSet]
+    NextToken: Optional[String]
+
+
 class DescribeCapacityReservationBillingRequestsRequest(ServiceRequest):
     CapacityReservationIds: Optional[CapacityReservationIdSet]
     Role: CallerRole
@@ -16248,46 +16539,6 @@ class DescribeVolumesRequest(ServiceRequest):
     MaxResults: Optional[Integer]
 
 
-class VolumeAttachment(TypedDict, total=False):
-    DeleteOnTermination: Optional[Boolean]
-    AssociatedResource: Optional[String]
-    InstanceOwningService: Optional[String]
-    VolumeId: Optional[String]
-    InstanceId: Optional[String]
-    Device: Optional[String]
-    State: Optional[VolumeAttachmentState]
-    AttachTime: Optional[DateTime]
-
-
-VolumeAttachmentList = List[VolumeAttachment]
-
-
-class Volume(TypedDict, total=False):
-    AvailabilityZoneId: Optional[String]
-    OutpostArn: Optional[String]
-    Iops: Optional[Integer]
-    Tags: Optional[TagList]
-    VolumeType: Optional[VolumeType]
-    FastRestored: Optional[Boolean]
-    MultiAttachEnabled: Optional[Boolean]
-    Throughput: Optional[Integer]
-    SseType: Optional[SSEType]
-    Operator: Optional[OperatorResponse]
-    VolumeInitializationRate: Optional[Integer]
-    VolumeId: Optional[String]
-    Size: Optional[Integer]
-    SnapshotId: Optional[String]
-    AvailabilityZone: Optional[String]
-    State: Optional[VolumeState]
-    CreateTime: Optional[DateTime]
-    Attachments: Optional[VolumeAttachmentList]
-    Encrypted: Optional[Boolean]
-    KmsKeyId: Optional[String]
-
-
-VolumeList = List[Volume]
-
-
 class DescribeVolumesResult(TypedDict, total=False):
     NextToken: Optional[String]
     Volumes: Optional[VolumeList]
@@ -16691,6 +16942,16 @@ class DisableAwsNetworkPerformanceMetricSubscriptionResult(TypedDict, total=Fals
     Output: Optional[Boolean]
 
 
+class DisableCapacityManagerRequest(ServiceRequest):
+    DryRun: Optional[Boolean]
+    ClientToken: Optional[String]
+
+
+class DisableCapacityManagerResult(TypedDict, total=False):
+    CapacityManagerStatus: Optional[CapacityManagerStatus]
+    OrganizationsAccess: Optional[Boolean]
+
+
 class DisableEbsEncryptionByDefaultRequest(ServiceRequest):
     DryRun: Optional[Boolean]
 
@@ -17137,6 +17398,17 @@ class EnableAwsNetworkPerformanceMetricSubscriptionResult(TypedDict, total=False
     Output: Optional[Boolean]
 
 
+class EnableCapacityManagerRequest(ServiceRequest):
+    OrganizationsAccess: Optional[Boolean]
+    DryRun: Optional[Boolean]
+    ClientToken: Optional[String]
+
+
+class EnableCapacityManagerResult(TypedDict, total=False):
+    CapacityManagerStatus: Optional[CapacityManagerStatus]
+    OrganizationsAccess: Optional[Boolean]
+
+
 class EnableEbsEncryptionByDefaultRequest(ServiceRequest):
     DryRun: Optional[Boolean]
 
@@ -17534,6 +17806,77 @@ class GetAwsNetworkPerformanceDataResult(TypedDict, total=False):
     NextToken: Optional[String]
 
 
+class GetCapacityManagerAttributesRequest(ServiceRequest):
+    DryRun: Optional[Boolean]
+
+
+class GetCapacityManagerAttributesResult(TypedDict, total=False):
+    CapacityManagerStatus: Optional[CapacityManagerStatus]
+    OrganizationsAccess: Optional[Boolean]
+    DataExportCount: Optional[Integer]
+    IngestionStatus: Optional[IngestionStatus]
+    IngestionStatusMessage: Optional[String]
+    EarliestDatapointTimestamp: Optional[MillisecondDateTime]
+    LatestDatapointTimestamp: Optional[MillisecondDateTime]
+
+
+GroupBySet = List[GroupBy]
+MetricSet = List[Metric]
+
+
+class GetCapacityManagerMetricDataRequest(ServiceRequest):
+    MetricNames: MetricSet
+    StartTime: MillisecondDateTime
+    EndTime: MillisecondDateTime
+    Period: Period
+    GroupBy: Optional[GroupBySet]
+    FilterBy: Optional[CapacityManagerConditionSet]
+    MaxResults: Optional[MaxResults]
+    NextToken: Optional[NextToken]
+    DryRun: Optional[Boolean]
+
+
+class MetricValue(TypedDict, total=False):
+    Metric: Optional[Metric]
+    Value: Optional[Double]
+
+
+MetricValueSet = List[MetricValue]
+
+
+class MetricDataResult(TypedDict, total=False):
+    Dimension: Optional[CapacityManagerDimension]
+    Timestamp: Optional[MillisecondDateTime]
+    MetricValues: Optional[MetricValueSet]
+
+
+MetricDataResultSet = List[MetricDataResult]
+
+
+class GetCapacityManagerMetricDataResult(TypedDict, total=False):
+    MetricDataResults: Optional[MetricDataResultSet]
+    NextToken: Optional[NextToken]
+
+
+class GetCapacityManagerMetricDimensionsRequest(ServiceRequest):
+    GroupBy: GroupBySet
+    FilterBy: Optional[CapacityManagerConditionSet]
+    StartTime: MillisecondDateTime
+    EndTime: MillisecondDateTime
+    MetricNames: MetricSet
+    MaxResults: Optional[MaxResults]
+    NextToken: Optional[NextToken]
+    DryRun: Optional[Boolean]
+
+
+MetricDimensionResultSet = List[CapacityManagerDimension]
+
+
+class GetCapacityManagerMetricDimensionsResult(TypedDict, total=False):
+    MetricDimensionResults: Optional[MetricDimensionResultSet]
+    NextToken: Optional[NextToken]
+
+
 class GetCapacityReservationUsageRequest(ServiceRequest):
     CapacityReservationId: CapacityReservationId
     NextToken: Optional[String]
@@ -21137,6 +21480,17 @@ class UnmonitorInstancesResult(TypedDict, total=False):
     InstanceMonitorings: Optional[InstanceMonitoringList]
 
 
+class UpdateCapacityManagerOrganizationsAccessRequest(ServiceRequest):
+    OrganizationsAccess: BoxedBoolean
+    DryRun: Optional[Boolean]
+    ClientToken: Optional[String]
+
+
+class UpdateCapacityManagerOrganizationsAccessResult(TypedDict, total=False):
+    CapacityManagerStatus: Optional[CapacityManagerStatus]
+    OrganizationsAccess: Optional[Boolean]
+
+
 class UpdateSecurityGroupRuleDescriptionsEgressRequest(ServiceRequest):
     DryRun: Optional[Boolean]
     GroupId: Optional[SecurityGroupId]
@@ -21908,6 +22262,38 @@ def copy_snapshot(
     ) -> CopySnapshotResult:
         raise NotImplementedError
 
+    @handler("CopyVolumes")
+    def copy_volumes(
+        self,
+        context: RequestContext,
+        source_volume_id: VolumeId,
+        iops: Integer | None = None,
+        size: Integer | None = None,
+        volume_type: VolumeType | None = None,
+        dry_run: Boolean | None = None,
+        tag_specifications: TagSpecificationList | None = None,
+        multi_attach_enabled: Boolean | None = None,
+        throughput: Integer | None = None,
+        client_token: String | None = None,
+        **kwargs,
+    ) -> CopyVolumesResult:
+        raise NotImplementedError
+
+    @handler("CreateCapacityManagerDataExport")
+    def create_capacity_manager_data_export(
+        self,
+        context: RequestContext,
+        s3_bucket_name: String,
+        schedule: Schedule,
+        output_format: OutputFormat,
+        s3_bucket_prefix: String | None = None,
+        client_token: String | None = None,
+        dry_run: Boolean | None = None,
+        tag_specifications: TagSpecificationList | None = None,
+        **kwargs,
+    ) -> CreateCapacityManagerDataExportResult:
+        raise NotImplementedError
+
     @handler("CreateCapacityReservation")
     def create_capacity_reservation(
         self,
@@ -23266,6 +23652,16 @@ def create_vpn_gateway(
     ) -> CreateVpnGatewayResult:
         raise NotImplementedError
 
+    @handler("DeleteCapacityManagerDataExport")
+    def delete_capacity_manager_data_export(
+        self,
+        context: RequestContext,
+        capacity_manager_data_export_id: CapacityManagerDataExportId,
+        dry_run: Boolean | None = None,
+        **kwargs,
+    ) -> DeleteCapacityManagerDataExportResult:
+        raise NotImplementedError
+
     @handler("DeleteCarrierGateway")
     def delete_carrier_gateway(
         self,
@@ -24352,6 +24748,19 @@ def describe_capacity_blocks(
     ) -> DescribeCapacityBlocksResult:
         raise NotImplementedError
 
+    @handler("DescribeCapacityManagerDataExports")
+    def describe_capacity_manager_data_exports(
+        self,
+        context: RequestContext,
+        capacity_manager_data_export_ids: CapacityManagerDataExportIdSet | None = None,
+        max_results: DescribeCapacityManagerDataExportsRequestMaxResults | None = None,
+        next_token: String | None = None,
+        dry_run: Boolean | None = None,
+        filters: FilterList | None = None,
+        **kwargs,
+    ) -> DescribeCapacityManagerDataExportsResult:
+        raise NotImplementedError
+
     @handler("DescribeCapacityReservationBillingRequests")
     def describe_capacity_reservation_billing_requests(
         self,
@@ -26474,6 +26883,16 @@ def disable_aws_network_performance_metric_subscription(
     ) -> DisableAwsNetworkPerformanceMetricSubscriptionResult:
         raise NotImplementedError
 
+    @handler("DisableCapacityManager")
+    def disable_capacity_manager(
+        self,
+        context: RequestContext,
+        dry_run: Boolean | None = None,
+        client_token: String | None = None,
+        **kwargs,
+    ) -> DisableCapacityManagerResult:
+        raise NotImplementedError
+
     @handler("DisableEbsEncryptionByDefault")
     def disable_ebs_encryption_by_default(
         self, context: RequestContext, dry_run: Boolean | None = None, **kwargs
@@ -26812,6 +27231,17 @@ def enable_aws_network_performance_metric_subscription(
     ) -> EnableAwsNetworkPerformanceMetricSubscriptionResult:
         raise NotImplementedError
 
+    @handler("EnableCapacityManager")
+    def enable_capacity_manager(
+        self,
+        context: RequestContext,
+        organizations_access: Boolean | None = None,
+        dry_run: Boolean | None = None,
+        client_token: String | None = None,
+        **kwargs,
+    ) -> EnableCapacityManagerResult:
+        raise NotImplementedError
+
     @handler("EnableEbsEncryptionByDefault")
     def enable_ebs_encryption_by_default(
         self, context: RequestContext, dry_run: Boolean | None = None, **kwargs
@@ -27077,6 +27507,45 @@ def get_aws_network_performance_data(
     ) -> GetAwsNetworkPerformanceDataResult:
         raise NotImplementedError
 
+    @handler("GetCapacityManagerAttributes")
+    def get_capacity_manager_attributes(
+        self, context: RequestContext, dry_run: Boolean | None = None, **kwargs
+    ) -> GetCapacityManagerAttributesResult:
+        raise NotImplementedError
+
+    @handler("GetCapacityManagerMetricData")
+    def get_capacity_manager_metric_data(
+        self,
+        context: RequestContext,
+        metric_names: MetricSet,
+        start_time: MillisecondDateTime,
+        end_time: MillisecondDateTime,
+        period: Period,
+        group_by: GroupBySet | None = None,
+        filter_by: CapacityManagerConditionSet | None = None,
+        max_results: MaxResults | None = None,
+        next_token: NextToken | None = None,
+        dry_run: Boolean | None = None,
+        **kwargs,
+    ) -> GetCapacityManagerMetricDataResult:
+        raise NotImplementedError
+
+    @handler("GetCapacityManagerMetricDimensions")
+    def get_capacity_manager_metric_dimensions(
+        self,
+        context: RequestContext,
+        group_by: GroupBySet,
+        start_time: MillisecondDateTime,
+        end_time: MillisecondDateTime,
+        metric_names: MetricSet,
+        filter_by: CapacityManagerConditionSet | None = None,
+        max_results: MaxResults | None = None,
+        next_token: NextToken | None = None,
+        dry_run: Boolean | None = None,
+        **kwargs,
+    ) -> GetCapacityManagerMetricDimensionsResult:
+        raise NotImplementedError
+
     @handler("GetCapacityReservationUsage")
     def get_capacity_reservation_usage(
         self,
@@ -29669,6 +30138,17 @@ def unmonitor_instances(
     ) -> UnmonitorInstancesResult:
         raise NotImplementedError
 
+    @handler("UpdateCapacityManagerOrganizationsAccess")
+    def update_capacity_manager_organizations_access(
+        self,
+        context: RequestContext,
+        organizations_access: BoxedBoolean,
+        dry_run: Boolean | None = None,
+        client_token: String | None = None,
+        **kwargs,
+    ) -> UpdateCapacityManagerOrganizationsAccessResult:
+        raise NotImplementedError
+
     @handler("UpdateSecurityGroupRuleDescriptionsEgress")
     def update_security_group_rule_descriptions_egress(
         self,
diff --git a/pyproject.toml b/pyproject.toml
index 6a7293880d2f7..c086e2285b2d5 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -51,9 +51,9 @@ Issues = "https://github.com/localstack/localstack/issues"
 # minimal required to actually run localstack on the host for services natively implemented in python
 base-runtime = [
     # pinned / updated by ASF update action
-    "boto3==1.40.51",
+    "boto3==1.40.55",
     # pinned / updated by ASF update action
-    "botocore==1.40.51",
+    "botocore==1.40.55",
     # transitive dependency of botocore, added to avoid specific version
     "awscrt>=0.13.14,!=0.27.1",
     "cbor2>=5.5.0",
@@ -81,7 +81,7 @@ base-runtime = [
 runtime = [
     "localstack-core[base-runtime]",
     # pinned / updated by ASF update action
-    "awscli==1.42.51",
+    "awscli==1.42.55",
     "airspeed-ext>=0.6.3",
     # antlr4-python3-runtime: exact pin because antlr4 runtime is tightly coupled to the generated parser code
     "antlr4-python3-runtime==4.13.2",
diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index e620f2939b548..1be5467cf93e3 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -11,9 +11,9 @@ attrs==25.4.0
     #   referencing
 awscrt==0.28.2
     # via localstack-core (pyproject.toml)
-boto3==1.40.51
+boto3==1.40.55
     # via localstack-core (pyproject.toml)
-botocore==1.40.51
+botocore==1.40.55
     # via
     #   boto3
     #   localstack-core (pyproject.toml)
diff --git a/requirements-dev.txt b/requirements-dev.txt
index cd3d3e02666ef..4425c84340bd5 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -39,17 +39,17 @@ aws-sam-translator==1.101.0
     #   localstack-core
 aws-xray-sdk==2.14.0
     # via moto-ext
-awscli==1.42.51
+awscli==1.42.55
     # via localstack-core
 awscrt==0.28.2
     # via localstack-core
-boto3==1.40.51
+boto3==1.40.55
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.40.51
+botocore==1.40.55
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index 499974238ebcf..0c48e1f84b707 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -27,17 +27,17 @@ aws-sam-translator==1.101.0
     #   localstack-core (pyproject.toml)
 aws-xray-sdk==2.14.0
     # via moto-ext
-awscli==1.42.51
+awscli==1.42.55
     # via localstack-core (pyproject.toml)
 awscrt==0.28.2
     # via localstack-core
-boto3==1.40.51
+boto3==1.40.55
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.40.51
+botocore==1.40.55
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-test.txt b/requirements-test.txt
index f92544a44b823..a9e64a1079248 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -39,17 +39,17 @@ aws-sam-translator==1.101.0
     #   localstack-core
 aws-xray-sdk==2.14.0
     # via moto-ext
-awscli==1.42.51
+awscli==1.42.55
     # via localstack-core
 awscrt==0.28.2
     # via localstack-core
-boto3==1.40.51
+boto3==1.40.55
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.40.51
+botocore==1.40.55
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index 1e1def1e510e7..a78efedb1d9ca 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -39,11 +39,11 @@ aws-sam-translator==1.101.0
     #   localstack-core
 aws-xray-sdk==2.14.0
     # via moto-ext
-awscli==1.42.51
+awscli==1.42.55
     # via localstack-core
 awscrt==0.28.2
     # via localstack-core
-boto3==1.40.51
+boto3==1.40.55
     # via
     #   aws-sam-translator
     #   kclpy-ext
@@ -51,7 +51,7 @@ boto3==1.40.51
     #   moto-ext
 boto3-stubs==1.40.52
     # via localstack-core (pyproject.toml)
-botocore==1.40.51
+botocore==1.40.55
     # via
     #   aws-xray-sdk
     #   awscli

From dd779a0e443f4ac2756ee3a21256055d1d98395e Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Mon, 20 Oct 2025 09:23:52 +0200
Subject: [PATCH 319/697] Update CODEOWNERS (#13253)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
---
 CODEOWNERS | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/CODEOWNERS b/CODEOWNERS
index d82443a8c02f6..12ced5e508367 100644
--- a/CODEOWNERS
+++ b/CODEOWNERS
@@ -213,9 +213,9 @@
 /tests/aws/services/s3control/ @bentsku
 
 # secretsmanager
-/localstack-core/localstack/aws/api/secretsmanager/ @dominikschubert @macnev2013
-/localstack-core/localstack/services/secretsmanager/ @dominikschubert @macnev2013
-/tests/aws/services/secretsmanager/ @dominikschubert @macnev2013
+/localstack-core/localstack/aws/api/secretsmanager/ @macnev2013
+/localstack-core/localstack/services/secretsmanager/ @macnev2013
+/tests/aws/services/secretsmanager/ @macnev2013
 
 # ses
 /localstack-core/localstack/aws/api/ses/ @viren-nadkarni

From b4c510aaef24b3a231c11028ddea2163a34eb18e Mon Sep 17 00:00:00 2001
From: Nikos <nikos.michas@localstack.cloud>
Date: Mon, 20 Oct 2025 10:44:02 +0300
Subject: [PATCH 320/697] Remove verify_ssl = False from in memory localstack
 test configuration (#13275)

---
 .../localstack/testing/pytest/in_memory_localstack.py         | 4 ----
 1 file changed, 4 deletions(-)

diff --git a/localstack-core/localstack/testing/pytest/in_memory_localstack.py b/localstack-core/localstack/testing/pytest/in_memory_localstack.py
index f9ad069bbc901..0fcfe7df0fe4f 100644
--- a/localstack-core/localstack/testing/pytest/in_memory_localstack.py
+++ b/localstack-core/localstack/testing/pytest/in_memory_localstack.py
@@ -63,8 +63,6 @@ def pytest_runtestloop(session: Session):
             return
         LOG.info("TEST_FORCE_LOCALSTACK_START is set, a Localstack instance will be created.")
 
-    from localstack.utils.common import safe_requests
-
     if is_aws_cloud():
         localstack_config.DEFAULT_DELAY = 5
         localstack_config.DEFAULT_MAX_ATTEMPTS = 60
@@ -73,8 +71,6 @@ def pytest_runtestloop(session: Session):
     os.environ[ENV_INTERNAL_TEST_RUN] = "1"
     localstack_config.INCLUDE_STACK_TRACES_IN_HTTP_RESPONSE = True
 
-    safe_requests.verify_ssl = False
-
     from localstack.runtime import current
 
     _started.set()

From 1a48eb6577d8c6fe156272294803aafd1bc57cab Mon Sep 17 00:00:00 2001
From: Mathieu Cloutier <79954947+cloutierMat@users.noreply.github.com>
Date: Mon, 20 Oct 2025 10:39:21 -0600
Subject: [PATCH 321/697] fix json.assign_to_path with non nested path (#13245)

---
 localstack-core/localstack/utils/json.py | 18 ++++++++++++++++--
 tests/unit/utils/test_json.py            | 20 +++++++++++++++++++-
 2 files changed, 35 insertions(+), 3 deletions(-)

diff --git a/localstack-core/localstack/utils/json.py b/localstack-core/localstack/utils/json.py
index bb9c4da49e185..53db4577d2519 100644
--- a/localstack-core/localstack/utils/json.py
+++ b/localstack-core/localstack/utils/json.py
@@ -169,10 +169,24 @@ def extract_jsonpath(value, path):
     return result
 
 
-def assign_to_path(target, path: str, value, delimiter: str = "."):
+def assign_to_path(target: dict, path: str, value: any, delimiter: str = ".") -> dict:
+    """Assign the given value to a dict. If the path doesn't exist in the target dict, it will be created.
+    The delimiter can be used to provide a path with a different delimiter.
+
+    Examples:
+     - assign_to_path({}, "a", "b") => {"a": "b"}
+     - assign_to_path({}, "a.b.c", "d") => {"a": {"b": {"c": "d"}}}
+     - assign_to_path({}, "a.b/c", "d", delimiter="/") => {"a.b": {"c": "d"}}
+
+    """
     parts = path.strip(delimiter).split(delimiter)
+
+    if len(parts) == 1:
+        target[parts[0]] = value
+        return target
+
     path_to_parent = delimiter.join(parts[:-1])
-    parent = extract_from_jsonpointer_path(target, path_to_parent, auto_create=True)
+    parent = extract_from_jsonpointer_path(target, path_to_parent, delimiter, auto_create=True)
     if not isinstance(parent, dict):
         LOG.debug(
             'Unable to find parent (type %s) for path "%s" in object: %s',
diff --git a/tests/unit/utils/test_json.py b/tests/unit/utils/test_json.py
index 7680ab7793b61..4e2ed844e086c 100644
--- a/tests/unit/utils/test_json.py
+++ b/tests/unit/utils/test_json.py
@@ -1,9 +1,27 @@
 import json
 
-from localstack.utils.json import BytesEncoder
+from localstack.utils.json import BytesEncoder, assign_to_path
 
 
 def test_json_encoder():
     payload = {"foo": b"foobar"}
     result = json.dumps(payload, cls=BytesEncoder)
     assert result == '{"foo": "Zm9vYmFy"}'
+
+
+def test_assign_to_path_single_path():
+    target = {}
+    assign_to_path(target, "a", "bar")
+    assert target == {"a": "bar"}
+
+
+def test_assign_multi_nested_path():
+    target = {}
+    assign_to_path(target, "a.b.foo", "bar")
+    assert target == {"a": {"b": {"foo": "bar"}}}
+
+
+def test_assign_to_path_mixed_delimiters():
+    target = {}
+    assign_to_path(target, "a.b/c", "d", delimiter="/")
+    assert target == {"a.b": {"c": "d"}}

From dcf52d8e614e440c8bd8ab387b1dd68fcdf4d4a3 Mon Sep 17 00:00:00 2001
From: Nikos <nikos.michas@localstack.cloud>
Date: Tue, 21 Oct 2025 09:22:10 +0300
Subject: [PATCH 322/697] Install build package when running make build
 (#13285)

---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 4f8dbecf5756c..eebea1d08cd5f 100644
--- a/Makefile
+++ b/Makefile
@@ -78,7 +78,7 @@ entrypoints:              ## Run plux to build entry points
 	@test -s localstack-core/localstack_core.egg-info/entry_points.txt || (echo "Entrypoints were not correctly created! Aborting!" && exit 1)
 
 dist: entrypoints        ## Build source and built (wheel) distributions of the current version
-	$(VENV_RUN); pip install --upgrade twine; python -m build
+	$(VENV_RUN); pip install --upgrade build twine; python -m build
 
 publish: clean-dist dist  ## Publish the library to the central PyPi repository
 	# make sure the dist archive contains a non-empty entry_points.txt file before uploading

From 65a75cce4e8181ff26995942bfad28aa92b5169e Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 21 Oct 2025 11:13:50 +0200
Subject: [PATCH 323/697] Bump python from 3.13.8-slim-trixie to
 3.13.9-slim-trixie in the docker-base-images group (#13288)

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 Dockerfile    | 2 +-
 Dockerfile.s3 | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/Dockerfile b/Dockerfile
index 626bec8f68e57..fd4e9cee03ce5 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,7 +1,7 @@
 #
 # base: Stage which installs necessary runtime dependencies (OS packages, etc.)
 #
-FROM python:3.13.8-slim-trixie@sha256:087a9f3b880e8b2c7688debb9df2a5106e060225ebd18c264d5f1d7a73399db0 AS base
+FROM python:3.13.9-slim-trixie@sha256:079601253d5d25ae095110937ea8cfd7403917b53b077870bccd8b026dc7c42f AS base
 ARG TARGETARCH
 
 # Install runtime OS package dependencies
diff --git a/Dockerfile.s3 b/Dockerfile.s3
index 58ef7ed87c63c..d12f3cf43306b 100644
--- a/Dockerfile.s3
+++ b/Dockerfile.s3
@@ -1,5 +1,5 @@
 # base: Stage which installs necessary runtime dependencies (OS packages, filesystem...)
-FROM python:3.13.8-slim-trixie@sha256:087a9f3b880e8b2c7688debb9df2a5106e060225ebd18c264d5f1d7a73399db0 AS base
+FROM python:3.13.9-slim-trixie@sha256:079601253d5d25ae095110937ea8cfd7403917b53b077870bccd8b026dc7c42f AS base
 ARG TARGETARCH
 
 # set workdir

From ee16f3cdb6ac4aff59bb90f6d0891ec085da780c Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 21 Oct 2025 11:27:54 +0200
Subject: [PATCH 324/697] Bump actions/setup-node from 5 to 6 in the
 github-actions group (#13289)

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 .github/workflows/tests-pro-integration.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/tests-pro-integration.yml b/.github/workflows/tests-pro-integration.yml
index 3067d88a8c908..d57a9a6249854 100644
--- a/.github/workflows/tests-pro-integration.yml
+++ b/.github/workflows/tests-pro-integration.yml
@@ -212,7 +212,7 @@ jobs:
           python-version-file: 'localstack/.python-version'
 
       - name: Set up Node 22.x
-        uses: actions/setup-node@v5
+        uses: actions/setup-node@v6
         with:
           node-version: 22.x
 

From aba1ee84592d76f0a88dd286fcd83b65080e31ac Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Cristopher=20Pinz=C3=B3n?=
 <18080804+pinzon@users.noreply.github.com>
Date: Tue, 21 Oct 2025 08:27:02 -0500
Subject: [PATCH 325/697] CIFix: Update Opensearch version for bootstrap test
 (#13286)

---
 .../cdk_templates/LocalStackHostBootstrap/ClusterStack.json     | 2 +-
 tests/bootstrap/test_cosmetic_configuration.py                  | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/tests/bootstrap/cdk_templates/LocalStackHostBootstrap/ClusterStack.json b/tests/bootstrap/cdk_templates/LocalStackHostBootstrap/ClusterStack.json
index b3d13d04488aa..34917a1af679b 100644
--- a/tests/bootstrap/cdk_templates/LocalStackHostBootstrap/ClusterStack.json
+++ b/tests/bootstrap/cdk_templates/LocalStackHostBootstrap/ClusterStack.json
@@ -27,7 +27,7 @@
         "EncryptionAtRestOptions": {
           "Enabled": false
         },
-        "EngineVersion": "OpenSearch_2.3",
+        "EngineVersion": "OpenSearch_2.19",
         "LogPublishingOptions": {},
         "NodeToNodeEncryptionOptions": {
           "Enabled": false
diff --git a/tests/bootstrap/test_cosmetic_configuration.py b/tests/bootstrap/test_cosmetic_configuration.py
index ebdc7aee17337..0addadff8bc5c 100644
--- a/tests/bootstrap/test_cosmetic_configuration.py
+++ b/tests/bootstrap/test_cosmetic_configuration.py
@@ -155,7 +155,7 @@ def infrastructure(
             stack,
             "Domain",
             domain_name=domain_name,
-            version=cdk.aws_opensearchservice.EngineVersion.OPENSEARCH_2_3,
+            version=cdk.aws_opensearchservice.EngineVersion.OPENSEARCH_2_19,
         )
         cdk.CfnOutput(stack, "DomainEndpoint", value=domain.domain_endpoint)
 

From 06df84d9d6cdb680d5acadcf8382279280d493ae Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Tue, 21 Oct 2025 16:14:46 +0200
Subject: [PATCH 326/697] Upgrade pinned Python dependencies (#13290)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
Co-authored-by: Benjamin Simon <benjh.simon@gmail.com>
---
 .pre-commit-config.yaml                       |  2 +-
 .../localstack/services/ses/provider.py       |  9 ++-
 requirements-base-runtime.txt                 |  4 +-
 requirements-basic.txt                        |  4 +-
 requirements-dev.txt                          | 20 +++---
 requirements-runtime.txt                      | 14 ++--
 requirements-test.txt                         | 18 ++---
 requirements-typehint.txt                     | 70 +++++++++----------
 8 files changed, 70 insertions(+), 71 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 3c4504dcdce85..8da471f84f250 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -3,7 +3,7 @@
 repos:
   - repo: https://github.com/astral-sh/ruff-pre-commit
     # Ruff version.
-    rev: v0.14.0
+    rev: v0.14.1
     hooks:
       - id: ruff
         args: [--fix, --exit-non-zero-on-fix]
diff --git a/localstack-core/localstack/services/ses/provider.py b/localstack-core/localstack/services/ses/provider.py
index 14b94fbc1bada..c196a6eb745be 100644
--- a/localstack-core/localstack/services/ses/provider.py
+++ b/localstack-core/localstack/services/ses/provider.py
@@ -8,7 +8,6 @@
 from typing import TYPE_CHECKING, Any
 
 from botocore.exceptions import ClientError
-from moto.core.parsers import XFormedDict
 from moto.ses import ses_backends
 from moto.ses.models import SESBackend
 
@@ -688,7 +687,7 @@ def _client_for_topic(topic_arn: str) -> "SNSClient":
 def notify_event_destinations(
     context: RequestContext,
     # FIXME: Moto stores the Event Destinations as a single value when it should be a list
-    event_destinations: XFormedDict,
+    event_destinations: EventDestination | list[EventDestination],
     payload: EventDestinationPayload,
     email_type: EmailType,
 ):
@@ -698,14 +697,14 @@ def notify_event_destinations(
         event_destinations = [event_destinations]
 
     for event_destination in event_destinations:
-        if not event_destination["enabled"]:
+        if not event_destination["Enabled"]:
             continue
 
-        sns_destination_arn = event_destination.get("sns_destination", {}).get("topic_arn")
+        sns_destination_arn = event_destination.get("SNSDestination", {}).get("TopicARN")
         if not sns_destination_arn:
             continue
 
-        matching_event_types = event_destination.get("matching_event_types") or []
+        matching_event_types = event_destination.get("MatchingEventTypes") or []
         if EventType.send in matching_event_types:
             emitter.emit_send_event(
                 payload, sns_destination_arn, emit_source_arn=email_type != EmailType.TEMPLATED
diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index 1be5467cf93e3..5297a0ae11f2a 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -32,7 +32,7 @@ click==8.3.0
     # via localstack-core (pyproject.toml)
 constantly==23.10.4
     # via localstack-twisted
-cryptography==46.0.2
+cryptography==46.0.3
     # via
     #   localstack-core (pyproject.toml)
     #   pyopenssl
@@ -123,7 +123,7 @@ priority==1.3.0
     # via
     #   hypercorn
     #   localstack-twisted
-psutil==7.1.0
+psutil==7.1.1
     # via localstack-core (pyproject.toml)
 pycparser==2.23
     # via cffi
diff --git a/requirements-basic.txt b/requirements-basic.txt
index d1dabc7e184be..0931e933c5ebb 100644
--- a/requirements-basic.txt
+++ b/requirements-basic.txt
@@ -14,7 +14,7 @@ charset-normalizer==3.4.4
     # via requests
 click==8.3.0
     # via localstack-core (pyproject.toml)
-cryptography==46.0.2
+cryptography==46.0.3
     # via localstack-core (pyproject.toml)
 dill==0.3.6
     # via localstack-core (pyproject.toml)
@@ -30,7 +30,7 @@ mdurl==0.1.2
     # via markdown-it-py
 plux==1.13.0
     # via localstack-core (pyproject.toml)
-psutil==7.1.0
+psutil==7.1.1
     # via localstack-core (pyproject.toml)
 pycparser==2.23
     # via cffi
diff --git a/requirements-dev.txt b/requirements-dev.txt
index 4425c84340bd5..9718ab12dbf28 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -99,14 +99,14 @@ coveralls==3.3.1
     # via localstack-core (pyproject.toml)
 crontab==1.0.5
     # via localstack-core
-cryptography==46.0.2
+cryptography==46.0.3
     # via
     #   joserfc
     #   localstack-core
     #   localstack-core (pyproject.toml)
     #   moto-ext
     #   pyopenssl
-cython==3.1.4
+cython==3.1.5
     # via localstack-core (pyproject.toml)
 decorator==5.2.1
     # via jsonpath-rw
@@ -178,7 +178,7 @@ importlib-resources==6.5.2
     # via jsii
 incremental==24.7.2
     # via localstack-twisted
-iniconfig==2.1.0
+iniconfig==2.3.0
     # via pytest
 isodate==0.7.2
     # via openapi-core
@@ -252,7 +252,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.14.post34
+moto-ext==5.1.15.post10
     # via localstack-core
 mpmath==1.3.0
     # via sympy
@@ -322,7 +322,7 @@ priority==1.3.0
     # via
     #   hypercorn
     #   localstack-twisted
-psutil==7.1.0
+psutil==7.1.1
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
@@ -334,13 +334,13 @@ publication==0.0.3
     #   aws-cdk-lib
     #   constructs
     #   jsii
-py-partiql-parser==0.6.1
+py-partiql-parser==0.6.3
     # via moto-ext
 pyasn1==0.6.1
     # via rsa
 pycparser==2.23
     # via cffi
-pydantic==2.12.2
+pydantic==2.12.3
     # via
     #   aws-sam-translator
     #   localstack-core
@@ -402,7 +402,7 @@ referencing==0.36.2
     #   jsonschema
     #   jsonschema-path
     #   jsonschema-specifications
-regex==2025.9.18
+regex==2025.10.22
     # via cfn-lint
 requests==2.32.5
     # via
@@ -441,7 +441,7 @@ rsa==4.7.2
     # via awscli
 rstr==3.2.2
     # via localstack-core (pyproject.toml)
-ruff==0.14.0
+ruff==0.14.1
     # via localstack-core (pyproject.toml)
 s3transfer==0.14.0
     # via
@@ -503,7 +503,7 @@ werkzeug==3.1.3
     #   openapi-core
     #   pytest-httpserver
     #   rolo
-wrapt==1.17.3
+wrapt==2.0.0
     # via aws-xray-sdk
 wsproto==1.2.0
     # via hypercorn
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index 0c48e1f84b707..b323058d25f00 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -72,7 +72,7 @@ constantly==23.10.4
     # via localstack-twisted
 crontab==1.0.5
     # via localstack-core (pyproject.toml)
-cryptography==46.0.2
+cryptography==46.0.3
     # via
     #   joserfc
     #   localstack-core
@@ -187,7 +187,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.14.post34
+moto-ext==5.1.15.post10
     # via localstack-core (pyproject.toml)
 mpmath==1.3.0
     # via sympy
@@ -227,17 +227,17 @@ priority==1.3.0
     # via
     #   hypercorn
     #   localstack-twisted
-psutil==7.1.0
+psutil==7.1.1
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
-py-partiql-parser==0.6.1
+py-partiql-parser==0.6.3
     # via moto-ext
 pyasn1==0.6.1
     # via rsa
 pycparser==2.23
     # via cffi
-pydantic==2.12.2
+pydantic==2.12.3
     # via
     #   aws-sam-translator
     #   localstack-core (pyproject.toml)
@@ -280,7 +280,7 @@ referencing==0.36.2
     #   jsonschema
     #   jsonschema-path
     #   jsonschema-specifications
-regex==2025.9.18
+regex==2025.10.22
     # via cfn-lint
 requests==2.32.5
     # via
@@ -355,7 +355,7 @@ werkzeug==3.1.3
     #   moto-ext
     #   openapi-core
     #   rolo
-wrapt==1.17.3
+wrapt==2.0.0
     # via aws-xray-sdk
 wsproto==1.2.0
     # via hypercorn
diff --git a/requirements-test.txt b/requirements-test.txt
index a9e64a1079248..2339d451d3e76 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -88,11 +88,11 @@ constantly==23.10.4
     # via localstack-twisted
 constructs==10.4.2
     # via aws-cdk-lib
-coverage==7.10.7
+coverage==7.11.0
     # via localstack-core (pyproject.toml)
 crontab==1.0.5
     # via localstack-core
-cryptography==46.0.2
+cryptography==46.0.3
     # via
     #   joserfc
     #   localstack-core
@@ -159,7 +159,7 @@ importlib-resources==6.5.2
     # via jsii
 incremental==24.7.2
     # via localstack-twisted
-iniconfig==2.1.0
+iniconfig==2.3.0
     # via pytest
 isodate==0.7.2
     # via openapi-core
@@ -233,7 +233,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.14.post34
+moto-ext==5.1.15.post10
     # via localstack-core
 mpmath==1.3.0
     # via sympy
@@ -281,7 +281,7 @@ priority==1.3.0
     # via
     #   hypercorn
     #   localstack-twisted
-psutil==7.1.0
+psutil==7.1.1
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
@@ -293,13 +293,13 @@ publication==0.0.3
     #   aws-cdk-lib
     #   constructs
     #   jsii
-py-partiql-parser==0.6.1
+py-partiql-parser==0.6.3
     # via moto-ext
 pyasn1==0.6.1
     # via rsa
 pycparser==2.23
     # via cffi
-pydantic==2.12.2
+pydantic==2.12.3
     # via
     #   aws-sam-translator
     #   localstack-core
@@ -358,7 +358,7 @@ referencing==0.36.2
     #   jsonschema
     #   jsonschema-path
     #   jsonschema-specifications
-regex==2025.9.18
+regex==2025.10.22
     # via cfn-lint
 requests==2.32.5
     # via
@@ -449,7 +449,7 @@ werkzeug==3.1.3
     #   openapi-core
     #   pytest-httpserver
     #   rolo
-wrapt==1.17.3
+wrapt==2.0.0
     # via aws-xray-sdk
 wsproto==1.2.0
     # via hypercorn
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index a78efedb1d9ca..2fcb87e6f0047 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -49,7 +49,7 @@ boto3==1.40.55
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-boto3-stubs==1.40.52
+boto3-stubs==1.40.55
     # via localstack-core (pyproject.toml)
 botocore==1.40.55
     # via
@@ -59,7 +59,7 @@ botocore==1.40.55
     #   localstack-core
     #   moto-ext
     #   s3transfer
-botocore-stubs==1.40.52
+botocore-stubs==1.40.55
     # via boto3-stubs
 cachetools==6.2.1
     # via
@@ -103,14 +103,14 @@ coveralls==3.3.1
     # via localstack-core
 crontab==1.0.5
     # via localstack-core
-cryptography==46.0.2
+cryptography==46.0.3
     # via
     #   joserfc
     #   localstack-core
     #   localstack-core (pyproject.toml)
     #   moto-ext
     #   pyopenssl
-cython==3.1.4
+cython==3.1.5
     # via localstack-core
 decorator==5.2.1
     # via jsonpath-rw
@@ -182,7 +182,7 @@ importlib-resources==6.5.2
     # via jsii
 incremental==24.7.2
     # via localstack-twisted
-iniconfig==2.1.0
+iniconfig==2.3.0
     # via pytest
 isodate==0.7.2
     # via openapi-core
@@ -256,7 +256,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.14.post34
+moto-ext==5.1.15.post10
     # via localstack-core
 mpmath==1.3.0
     # via sympy
@@ -266,9 +266,9 @@ mypy==1.18.2
     # via localstack-core
 mypy-boto3-acm==1.40.0
     # via boto3-stubs
-mypy-boto3-acm-pca==1.40.1
+mypy-boto3-acm-pca==1.40.54
     # via boto3-stubs
-mypy-boto3-amplify==1.40.0
+mypy-boto3-amplify==1.40.54
     # via boto3-stubs
 mypy-boto3-apigateway==1.40.0
     # via boto3-stubs
@@ -276,7 +276,7 @@ mypy-boto3-apigatewayv2==1.40.0
     # via boto3-stubs
 mypy-boto3-appconfig==1.40.0
     # via boto3-stubs
-mypy-boto3-appconfigdata==1.40.0
+mypy-boto3-appconfigdata==1.40.55
     # via boto3-stubs
 mypy-boto3-application-autoscaling==1.40.0
     # via boto3-stubs
@@ -288,7 +288,7 @@ mypy-boto3-autoscaling==1.40.27
     # via boto3-stubs
 mypy-boto3-backup==1.40.52
     # via boto3-stubs
-mypy-boto3-batch==1.40.36
+mypy-boto3-batch==1.40.54
     # via boto3-stubs
 mypy-boto3-ce==1.40.40
     # via boto3-stubs
@@ -296,7 +296,7 @@ mypy-boto3-cloudcontrol==1.40.0
     # via boto3-stubs
 mypy-boto3-cloudformation==1.40.44
     # via boto3-stubs
-mypy-boto3-cloudfront==1.40.50
+mypy-boto3-cloudfront==1.40.55
     # via boto3-stubs
 mypy-boto3-cloudtrail==1.40.0
     # via boto3-stubs
@@ -320,13 +320,13 @@ mypy-boto3-cognito-idp==1.40.14
     # via boto3-stubs
 mypy-boto3-dms==1.40.43
     # via boto3-stubs
-mypy-boto3-docdb==1.40.16
+mypy-boto3-docdb==1.40.53
     # via boto3-stubs
 mypy-boto3-dynamodb==1.40.44
     # via boto3-stubs
 mypy-boto3-dynamodbstreams==1.40.40
     # via boto3-stubs
-mypy-boto3-ec2==1.40.52
+mypy-boto3-ec2==1.40.55
     # via boto3-stubs
 mypy-boto3-ecr==1.40.0
     # via boto3-stubs
@@ -340,15 +340,15 @@ mypy-boto3-elasticache==1.40.19
     # via boto3-stubs
 mypy-boto3-elasticbeanstalk==1.40.15
     # via boto3-stubs
-mypy-boto3-elbv2==1.40.0
+mypy-boto3-elbv2==1.40.53
     # via boto3-stubs
 mypy-boto3-emr==1.40.0
     # via boto3-stubs
 mypy-boto3-emr-serverless==1.40.0
     # via boto3-stubs
-mypy-boto3-es==1.40.15
+mypy-boto3-es==1.40.55
     # via boto3-stubs
-mypy-boto3-events==1.40.0
+mypy-boto3-events==1.40.55
     # via boto3-stubs
 mypy-boto3-firehose==1.40.0
     # via boto3-stubs
@@ -360,17 +360,17 @@ mypy-boto3-glue==1.40.50
     # via boto3-stubs
 mypy-boto3-iam==1.40.0
     # via boto3-stubs
-mypy-boto3-identitystore==1.40.18
+mypy-boto3-identitystore==1.40.54
     # via boto3-stubs
 mypy-boto3-iot==1.40.0
     # via boto3-stubs
-mypy-boto3-iot-data==1.40.6
+mypy-boto3-iot-data==1.40.55
     # via boto3-stubs
 mypy-boto3-iotanalytics==1.40.16
     # via boto3-stubs
 mypy-boto3-iotwireless==1.40.0
     # via boto3-stubs
-mypy-boto3-kafka==1.40.18
+mypy-boto3-kafka==1.40.54
     # via boto3-stubs
 mypy-boto3-kinesis==1.40.0
     # via boto3-stubs
@@ -378,9 +378,9 @@ mypy-boto3-kinesisanalytics==1.40.17
     # via boto3-stubs
 mypy-boto3-kinesisanalyticsv2==1.40.14
     # via boto3-stubs
-mypy-boto3-kms==1.40.38
+mypy-boto3-kms==1.40.54
     # via boto3-stubs
-mypy-boto3-lakeformation==1.40.19
+mypy-boto3-lakeformation==1.40.55
     # via boto3-stubs
 mypy-boto3-lambda==1.40.50
     # via boto3-stubs
@@ -400,17 +400,17 @@ mypy-boto3-neptune==1.40.38
     # via boto3-stubs
 mypy-boto3-opensearch==1.40.0
     # via boto3-stubs
-mypy-boto3-organizations==1.40.27
+mypy-boto3-organizations==1.40.55
     # via boto3-stubs
-mypy-boto3-pi==1.40.19
+mypy-boto3-pi==1.40.55
     # via boto3-stubs
 mypy-boto3-pinpoint==1.40.18
     # via boto3-stubs
 mypy-boto3-pipes==1.40.0
     # via boto3-stubs
-mypy-boto3-qldb==1.40.16
+mypy-boto3-qldb==1.40.54
     # via boto3-stubs
-mypy-boto3-qldb-session==1.40.19
+mypy-boto3-qldb-session==1.40.54
     # via boto3-stubs
 mypy-boto3-rds==1.40.50
     # via boto3-stubs
@@ -450,7 +450,7 @@ mypy-boto3-sns==1.40.1
     # via boto3-stubs
 mypy-boto3-sqs==1.40.35
     # via boto3-stubs
-mypy-boto3-ssm==1.40.37
+mypy-boto3-ssm==1.40.54
     # via boto3-stubs
 mypy-boto3-sso-admin==1.40.37
     # via boto3-stubs
@@ -458,9 +458,9 @@ mypy-boto3-stepfunctions==1.40.0
     # via boto3-stubs
 mypy-boto3-sts==1.40.0
     # via boto3-stubs
-mypy-boto3-timestream-query==1.40.20
+mypy-boto3-timestream-query==1.40.54
     # via boto3-stubs
-mypy-boto3-timestream-write==1.40.19
+mypy-boto3-timestream-write==1.40.55
     # via boto3-stubs
 mypy-boto3-transcribe==1.40.52
     # via boto3-stubs
@@ -532,7 +532,7 @@ priority==1.3.0
     # via
     #   hypercorn
     #   localstack-twisted
-psutil==7.1.0
+psutil==7.1.1
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
@@ -544,13 +544,13 @@ publication==0.0.3
     #   aws-cdk-lib
     #   constructs
     #   jsii
-py-partiql-parser==0.6.1
+py-partiql-parser==0.6.3
     # via moto-ext
 pyasn1==0.6.1
     # via rsa
 pycparser==2.23
     # via cffi
-pydantic==2.12.2
+pydantic==2.12.3
     # via
     #   aws-sam-translator
     #   localstack-core
@@ -612,7 +612,7 @@ referencing==0.36.2
     #   jsonschema
     #   jsonschema-path
     #   jsonschema-specifications
-regex==2025.9.18
+regex==2025.10.22
     # via cfn-lint
 requests==2.32.5
     # via
@@ -651,7 +651,7 @@ rsa==4.7.2
     # via awscli
 rstr==3.2.2
     # via localstack-core
-ruff==0.14.0
+ruff==0.14.1
     # via localstack-core
 s3transfer==0.14.0
     # via
@@ -679,7 +679,7 @@ typeguard==2.13.3
     #   aws-cdk-lib
     #   constructs
     #   jsii
-types-awscrt==0.28.1
+types-awscrt==0.28.2
     # via botocore-stubs
 types-s3transfer==0.14.0
     # via boto3-stubs
@@ -717,7 +717,7 @@ werkzeug==3.1.3
     #   openapi-core
     #   pytest-httpserver
     #   rolo
-wrapt==1.17.3
+wrapt==2.0.0
     # via aws-xray-sdk
 wsproto==1.2.0
     # via hypercorn

From a208ecaa67c7be974f655f2400a7fdd6936a5b4b Mon Sep 17 00:00:00 2001
From: Greg Furman <31275503+gregfurman@users.noreply.github.com>
Date: Wed, 22 Oct 2025 21:24:28 +0200
Subject: [PATCH 327/697] chore(lambda/rie): Update RIE to v1.36.0-pre (#13298)

---
 localstack-core/localstack/services/lambda_/packages.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/localstack-core/localstack/services/lambda_/packages.py b/localstack-core/localstack/services/lambda_/packages.py
index d580ace02153f..76bbad36eff05 100644
--- a/localstack-core/localstack/services/lambda_/packages.py
+++ b/localstack-core/localstack/services/lambda_/packages.py
@@ -12,7 +12,7 @@
 """Customized LocalStack version of the AWS Lambda Runtime Interface Emulator (RIE).
 https://github.com/localstack/lambda-runtime-init/blob/localstack/README-LOCALSTACK.md
 """
-LAMBDA_RUNTIME_DEFAULT_VERSION = "v0.1.35-pre"
+LAMBDA_RUNTIME_DEFAULT_VERSION = "v0.1.36-pre"
 LAMBDA_RUNTIME_VERSION = config.LAMBDA_INIT_RELEASE_VERSION or LAMBDA_RUNTIME_DEFAULT_VERSION
 LAMBDA_RUNTIME_INIT_URL = "https://github.com/localstack/lambda-runtime-init/releases/download/{version}/aws-lambda-rie-{arch}"
 

From 2467f0dc9909301e974fa7dd5f1f009867bdca34 Mon Sep 17 00:00:00 2001
From: Bernhard Matyas <90144234+baermat@users.noreply.github.com>
Date: Thu, 23 Oct 2025 09:40:46 +0200
Subject: [PATCH 328/697] Generic: Add option to allow ':' in ARNs (#13296)

---
 localstack-core/localstack/utils/aws/arns.py |  6 ++++--
 tests/unit/utils/aws/test_arns.py            | 19 +++++++++++++++++++
 2 files changed, 23 insertions(+), 2 deletions(-)
 create mode 100644 tests/unit/utils/aws/test_arns.py

diff --git a/localstack-core/localstack/utils/aws/arns.py b/localstack-core/localstack/utils/aws/arns.py
index 5ff1f94c15d37..ef020c695577b 100644
--- a/localstack-core/localstack/utils/aws/arns.py
+++ b/localstack-core/localstack/utils/aws/arns.py
@@ -98,8 +98,10 @@ def extract_resource_from_arn(arn: str) -> str | None:
 #
 
 
-def _resource_arn(name: str, pattern: str, account_id: str, region_name: str) -> str:
-    if ":" in name:
+def _resource_arn(
+    name: str, pattern: str, account_id: str, region_name: str, allow_colons=False
+) -> str:
+    if ":" in name and not allow_colons:
         return name
     if len(pattern.split("%s")) == 4:
         return pattern % (get_partition(region_name), account_id, name)
diff --git a/tests/unit/utils/aws/test_arns.py b/tests/unit/utils/aws/test_arns.py
new file mode 100644
index 0000000000000..17c0c4409e718
--- /dev/null
+++ b/tests/unit/utils/aws/test_arns.py
@@ -0,0 +1,19 @@
+from localstack.utils.aws import arns
+
+
+def test_arn_creation_with_colon_names():
+    region_name = "us-east-1"
+    account_id = "123456789012"
+    name = "noColons"
+    name_colon = "col:on"
+    pattern = "arn:%s:<service>:%s:%s:thing/%s"
+
+    assert (
+        arns._resource_arn(name, pattern, account_id, region_name)
+        == f"arn:aws:<service>:{region_name}:{account_id}:thing/{name}"
+    )
+    assert arns._resource_arn(name_colon, pattern, account_id, region_name) == name_colon
+    assert (
+        arns._resource_arn(name_colon, pattern, account_id, region_name, True)
+        == f"arn:aws:<service>:{region_name:}:{account_id}:thing/{name_colon}"
+    )

From afbdfeb0303ed085b9ab0566dfc0bad3fc9bd050 Mon Sep 17 00:00:00 2001
From: Greg Furman <31275503+gregfurman@users.noreply.github.com>
Date: Thu, 23 Oct 2025 12:04:30 +0200
Subject: [PATCH 329/697] feat(utils/sync): Add sync.Once utility functions
 (#13284)

---
 localstack-core/localstack/utils/sync.py | 124 +++++++++++++++++
 tests/unit/utils/test_sync.py            | 167 ++++++++++++++++++++++-
 2 files changed, 290 insertions(+), 1 deletion(-)

diff --git a/localstack-core/localstack/utils/sync.py b/localstack-core/localstack/utils/sync.py
index 4b087bf2635c6..de025f7a07aaf 100644
--- a/localstack-core/localstack/utils/sync.py
+++ b/localstack-core/localstack/utils/sync.py
@@ -141,3 +141,127 @@ def __len__(self):
     def __str__(self):
         with self._lock:
             return super().__str__()
+
+
+class Once:
+    """
+    An object that will perform an action exactly once.
+    Inspired by Golang's [sync.Once](https://pkg.go.dev/sync#Once) operation.
+
+
+    ### Example 1
+
+    Multiple threads using `Once::do` to ensure only 1 line is printed.
+
+    ```python
+    import threading
+    import time
+    import random
+
+    greet_once = Once()
+    def greet():
+        print("This should happen only once.")
+
+    greet_threads = []
+    for _ in range(10):
+        t = threading.Thread(target=lambda: greet_once.do(greet))
+        greet_threads.append(t)
+        t.start()
+
+    for t in greet_threads:
+        t.join()
+    ```
+
+
+    ### Example 2
+
+    Ensuring idemponent calling to prevent exceptions on multiple calls.
+
+    ```python
+    import os
+
+    class Service:
+        close_once: sync.Once
+
+    def start(self):
+        with open("my-service.txt) as f:
+            myfile.write("Started service")
+
+    def close(self):
+        # Ensure we only ever delete the file once on close
+        self.close_once.do(lambda: os.remove("my-service.txt"))
+
+    ```
+
+
+    """
+
+    _is_done: bool = False
+    _mu: threading.Lock = threading.Lock()
+
+    def do(self, fn: Callable[[], None]):
+        """
+        `do` calls the function `fn()` if-and-only-if `do` has never been called before.
+
+        This ensures idempotent and thread-safe execution.
+
+        If the function raises an exception, `do` considers `fn` as done, where subsequent calls are still no-ops.
+        """
+        if self._is_done:
+            return
+
+        with self._mu:
+            if not self._is_done:
+                try:
+                    fn()
+                finally:
+                    self._is_done = True
+
+
+def once_func(fn: Callable[..., T]) -> Callable[..., T | None]:
+    """
+    Wraps and returns a function that can only ever execute once.
+
+    The first call to the returned function will permanently set the result.
+    If the wrapped function raises an exception, this will be re-raised on each subsequent call.
+
+    This function can be used either as a decorator or called directly.
+
+    Direct usage:
+    ```python
+    delete_file = once_func(os.remove)
+
+    delete_file("myfile.txt")  # deletes the file
+    delete_file("myfile.txt")  # does nothing
+    ```
+
+    As a decorator:
+    ```python
+    @once_func
+    def delete_file():
+        os.remove("myfile.txt")
+
+    delete_file()  # deletes the file
+    delete_file()  # does nothing
+    ```
+    """
+    once = Once()
+
+    result, exception = None, None
+
+    def _do(*args, **kwargs):
+        nonlocal result, exception
+        try:
+            result = fn(*args, **kwargs)
+        except Exception as e:
+            exception = e
+            raise
+
+    @functools.wraps(fn)
+    def wrapper(*args, **kwargs):
+        once.do(lambda: _do(*args, **kwargs))
+        if exception is not None:
+            raise exception
+        return result
+
+    return wrapper
diff --git a/tests/unit/utils/test_sync.py b/tests/unit/utils/test_sync.py
index a1cda2ed38d1d..0eda2486f7784 100644
--- a/tests/unit/utils/test_sync.py
+++ b/tests/unit/utils/test_sync.py
@@ -1,6 +1,8 @@
 import threading
 
-from localstack.utils.sync import SynchronizedDefaultDict
+import pytest
+
+from localstack.utils.sync import Once, SynchronizedDefaultDict, once_func
 
 
 def test_synchronized_defaultdict():
@@ -17,3 +19,166 @@ def test_synchronized_defaultdict():
 
     with d["a"]:
         assert isinstance(d["a"], type(threading.RLock()))
+
+
+class TestOnce:
+    def test_executes_only_once(self):
+        once = Once()
+
+        res = []
+
+        def fn():
+            res.append(1)
+
+        assert once.do(fn) is None
+        assert once.do(fn) is None
+        assert len(res) == 1
+
+    def test_exception_propagates(self):
+        once = Once()
+
+        res = []
+
+        def error_fn():
+            res.append(1)
+            raise ValueError("oops")
+
+        # Only the first call raises an exception
+        with pytest.raises(ValueError, match="oops"):
+            once.do(error_fn)
+
+        once.do(error_fn)  # No exception raised
+
+        assert len(res) == 1
+
+    def test_different_functions(self):
+        once = Once()
+
+        res = []
+        fn_1 = lambda: res.append(1)  # noqa
+        fn_2 = lambda: res.append(2)  # noqa
+
+        # Only the first call to Once is run
+        once.do(fn_1)
+        once.do(fn_2)
+
+        assert len(res) == 1
+        assert res[0] == 1
+
+
+class TestOnceDecorator:
+    def test_executes_only_once(self):
+        counter = []
+
+        @once_func
+        def increment():
+            counter.append(1)
+            return sum(counter)
+
+        result1 = increment()
+        result2 = increment()
+        result3 = increment()
+
+        assert len(counter) == 1
+        assert result1 == 1
+        assert result2 == 1
+        assert result3 == 1
+
+    def test_with_arguments(self):
+        calls = []
+
+        @once_func
+        def add(a, b):
+            calls.append((a, b))
+            return a + b
+
+        result1 = add(2, 3)
+        result2 = add(5, 7)
+        result3 = add(1, 1)
+
+        assert len(calls) == 1
+        assert calls[0] == (2, 3)
+        assert result1 == 5
+        assert result2 == 5
+        assert result3 == 5
+
+    def test_exception_reraises(self):
+        call_count = []
+
+        @once_func
+        def failing_function():
+            call_count.append(1)
+            raise ValueError("Something went wrong")
+
+        with pytest.raises(ValueError, match="Something went wrong"):
+            failing_function()
+
+        with pytest.raises(ValueError, match="Something went wrong"):
+            failing_function()
+
+        with pytest.raises(ValueError, match="Something went wrong"):
+            failing_function()
+
+        assert len(call_count) == 1
+
+    def test_none_return_value(self):
+        calls = []
+
+        @once_func
+        def returns_none():
+            calls.append(1)
+            return None
+
+        result1 = returns_none()
+        result2 = returns_none()
+
+        assert len(calls) == 1
+        assert result1 is None
+        assert result2 is None
+
+    def test_preserves_function_metadata(self):
+        @once_func
+        def documented_function():
+            """This is a docstring."""
+            return 42
+
+        assert documented_function.__name__ == "documented_function"
+        assert documented_function.__doc__ == "This is a docstring."
+
+    def test_multiple_decorated_functions(self):
+        counter1 = []
+        counter2 = []
+
+        @once_func
+        def function1():
+            counter1.append(1)
+            return "func1"
+
+        @once_func
+        def function2():
+            counter2.append(1)
+            return "func2"
+
+        assert function1() == "func1"
+        assert function1() == "func1"
+        assert function2() == "func2"
+        assert function2() == "func2"
+
+        assert len(counter1) == 1
+        assert len(counter2) == 1
+
+    def test_with_kwargs(self):
+        calls = []
+
+        @once_func
+        def with_kwargs(a, b=10, **kwargs):
+            calls.append((a, b, kwargs))
+            return "result"
+
+        result1 = with_kwargs(1, b=20, extra="data")
+        result2 = with_kwargs(5)
+
+        assert len(calls) == 1
+        assert calls[0] == (1, 20, {"extra": "data"})
+        assert result1 == "result"
+        assert result2 == "result"

From c72f230d37feba2ee356dab427e2f235724ba9d7 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Cristopher=20Pinz=C3=B3n?=
 <18080804+pinzon@users.noreply.github.com>
Date: Thu, 23 Oct 2025 09:10:59 -0500
Subject: [PATCH 330/697] CFnV2: GetAtt function searches first into resource
 results (#13280)

---
 .../engine/v2/change_set_model_preproc.py     | 29 ++++++++++---------
 1 file changed, 16 insertions(+), 13 deletions(-)

diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
index a856ae3b985d6..36f36c71f5362 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
@@ -597,6 +597,21 @@ def _resolve_attribute(self, arguments: str | list[str], select_before: bool) ->
                     f"Template format error: Unresolved resource dependencies [{logical_name_of_resource}] in the Resources block of the template"
                 )
 
+        # Custom Resources can mutate their definition
+        # So the preproc should search first in the resource values and then check the template
+        if select_before:
+            value = self._before_deployed_property_value_of(
+                resource_logical_id=logical_name_of_resource,
+                property_name=attribute_name,
+            )
+        else:
+            value = self._after_deployed_property_value_of(
+                resource_logical_id=logical_name_of_resource,
+                property_name=attribute_name,
+            )
+        if value is not None:
+            return value
+
         node_property: NodeProperty | None = self._get_node_property_for(
             property_name=attribute_name, node_resource=node_resource
         )
@@ -604,19 +619,7 @@ def _resolve_attribute(self, arguments: str | list[str], select_before: bool) ->
             # The property is statically defined in the template and its value can be computed.
             property_delta = self.visit(node_property)
             value = property_delta.before if select_before else property_delta.after
-        else:
-            # The property is not statically defined and must therefore be available in
-            # the properties deployed set.
-            if select_before:
-                value = self._before_deployed_property_value_of(
-                    resource_logical_id=logical_name_of_resource,
-                    property_name=attribute_name,
-                )
-            else:
-                value = self._after_deployed_property_value_of(
-                    resource_logical_id=logical_name_of_resource,
-                    property_name=attribute_name,
-                )
+
         return value
 
     def visit_node_intrinsic_function_fn_get_att(

From a01a9334565943a671040b1320f0ac25e5e4db1c Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Cristopher=20Pinz=C3=B3n?=
 <18080804+pinzon@users.noreply.github.com>
Date: Thu, 23 Oct 2025 09:23:49 -0500
Subject: [PATCH 331/697] CFn: Remove deprecated and non-functional deploy GUI
 tool (#13293)

---
 .../services/cloudformation/deploy.html       | 144 ------------------
 .../services/cloudformation/deploy_ui.py      |  47 ------
 .../services/cloudformation/plugins.py        |  12 --
 .../cloudformation/test_cloudformation_ui.py  |  22 ---
 .../services/cloudformation/test_deploy_ui.py |  12 --
 5 files changed, 237 deletions(-)
 delete mode 100644 localstack-core/localstack/services/cloudformation/deploy.html
 delete mode 100644 localstack-core/localstack/services/cloudformation/deploy_ui.py
 delete mode 100644 localstack-core/localstack/services/cloudformation/plugins.py
 delete mode 100644 tests/aws/services/cloudformation/test_cloudformation_ui.py
 delete mode 100644 tests/unit/services/cloudformation/test_deploy_ui.py

diff --git a/localstack-core/localstack/services/cloudformation/deploy.html b/localstack-core/localstack/services/cloudformation/deploy.html
deleted file mode 100644
index 47af619288057..0000000000000
--- a/localstack-core/localstack/services/cloudformation/deploy.html
+++ /dev/null
@@ -1,144 +0,0 @@
-<!DOCTYPE html>
-<html lang="en">
-  <head>
-    <meta charset="utf-8">
-    <title>LocalStack - CloudFormation Deployment</title>
-    <script src="https://unpkg.com/react/umd/react.development.js"></script>
-    <script src="https://unpkg.com/react-dom/umd/react-dom.development.js"></script>
-    <script src="https://unpkg.com/@babel/standalone/babel.min.js"></script>
-    <script src="https://cdnjs.cloudflare.com/ajax/libs/aws-sdk/2.1015.0/aws-sdk.js"></script>
-    <link rel="stylesheet" href="https://unpkg.com/purecss@1.0.0/build/pure-min.css"></link>
-    <style type="text/css">
-      div { padding: 8px; }
-      .wrapper { width: 80%; margin-left: 10%; }
-    </style>
-  </head>
-  <body>
-    <div id="root"></div>
-    <script type="text/babel">
-      const REGIONS = <regions>;
-      const DEFAULT_REGION = "us-east-1";
-      const LOCALSTACK_ENDPOINT = `${window.location.protocol}//${window.location.host}`;
-      AWS.config.update({endpoint: LOCALSTACK_ENDPOINT, accessKeyId: "test", secretAccessKey: "test"});
-
-      // parameter placeholders - filled in by the server when final HTML page gets rendered
-      const templateBody = <templateBody>;
-      const defaultStackName = "<stackName>";
-      const initErrorMessage = <errorMessage>;
-
-      const queryParams = new URLSearchParams(window.location.search);
-      const passedRegion = queryParams.get("region") || DEFAULT_REGION;
-      const templateURL = queryParams.get("templateURL");
-      // TODO: allow passing stack parameter values via queryParams as well!
-
-      function StackDetails (props) {
-        const templateBodyStr = JSON.stringify(templateBody, undefined, 2);
-        const params = templateBody.Parameters || {};
-        const paramsMapped = Object.keys(params).map(p => ({ParameterKey: p, ParameterValue: params[p].Default || "", ... params[p]}));
-
-        const [region, setRegion] = React.useState(passedRegion);
-        const [stackName, setStackName] = React.useState(defaultStackName);
-        const [parameters, setParameters] = React.useState(paramsMapped);
-        const [errorMessage, setErrorMessage] = React.useState();
-
-        const handle = (handler) => (event) => handler(event.target.value);
-        const handleParam = (paramKey) => (event) => {
-          parameters.filter(p => p.ParameterKey === paramKey)[0].ParameterValue = event.target.value; setParameters([...parameters])
-        };
-        const deployStack = async () => {
-          setErrorMessage("");
-          AWS.config.update({region});
-          const client = new AWS.CloudFormation();
-          const stackParameters = [];
-          const params = {StackName: stackName, TemplateBody: templateBodyStr, Parameters: stackParameters};
-          try {
-            const result = await client.createStack(params).promise();
-            props.setResult(result);
-          } catch (e) {
-            setErrorMessage(`Error deploying CloudFormation stack: ${e}`);
-          }
-        };
-
-        return (
-          <table className="pure-table">
-            <tbody>
-              <tr>
-                <td>Template URL</td><td>{templateURL}</td>
-              </tr><tr>
-                <td>Template Body</td><td>
-                  <textarea rows="10" style={{width: "100%"}} disabled={true} defaultValue={templateBodyStr}></textarea>
-                </td>
-              </tr><tr>
-                <td>Stack Name</td><td><input name="stackName" value={stackName} onChange={handle(setStackName)}/></td>
-              </tr><tr>
-                <td>Stack Parameters</td><td>
-                  <table><tbody>
-                  {
-                    parameters.map(p => <tr key={p.ParameterKey}>
-                      <td>{p.ParameterKey} =</td><td><input type="text" value={p.ParameterValue} onChange={handleParam(p.ParameterKey)}/></td>
-                    </tr>)
-                  }
-                  </tbody></table>
-                </td>
-              </tr><tr>
-                <td>Target Region</td><td>
-                  <select name="region" value={region} onChange={handle(setRegion)}>
-                    {REGIONS.map(r => <option value={r} key={r}>{r}</option>)}
-                  </select>
-                </td>
-              </tr><tr>
-                <td></td><td><button onClick={deployStack}>Deploy Stack Locally</button><p>{errorMessage}</p></td>
-              </tr>
-            </tbody>
-          </table>
-        );
-      }
-
-      function RequestHandler (props) {
-        if (initErrorMessage) {
-          return <div>Error: {initErrorMessage}</div>
-        }
-        if (!templateURL) {
-          return (
-            <form method="GET">
-              <p>
-              Please specify stack template URL as <code>templateURL</code> query parameter, or in the field below:
-              </p>
-              <input type="text" name="templateURL" style={{width: "500px"}} />
-              <button type="submit">Continue</button>
-            </form>
-          );
-        }
-        const [deployResult, setDeployResult] = React.useState();
-        if (deployResult) {
-          return <>
-            <p>
-            Stack deployment successfully started - please check the logs in your LocalStack instance. Deployment response:
-            </p>
-            <pre style={{padding: "5px", border: "1px solid #000"}}>{JSON.stringify(deployResult, null, 4)}</pre>
-            <p>
-            <b>Note:</b> To interactively browse the state of the locally deployed resources, you may want to check out our Web UI at { }
-            <a href="https://app.localstack.cloud">https://app.localstack.cloud</a> !
-            </p>
-          </>
-        }
-        return <StackDetails setResult={setDeployResult} />;
-      }
-
-      function App (props) {
-        return (
-          <div className="wrapper">
-            <div>
-              <img style={{float: "left", width: "60px", margin: "12px"}} src="https://app.localstack.cloud/images/logos/localstack.png" />
-              <h2 style={{float: "left"}}>LocalStack</h2>
-            </div>
-            <h3 style={{clear: "both"}}>Deploy CloudFormation Stack</h3>
-            <RequestHandler />
-          </div>
-        );
-      }
-
-      ReactDOM.render(React.createElement(App), document.getElementById('root'));
-    </script>
-  </body>
-</html>
diff --git a/localstack-core/localstack/services/cloudformation/deploy_ui.py b/localstack-core/localstack/services/cloudformation/deploy_ui.py
deleted file mode 100644
index deac95b408b1f..0000000000000
--- a/localstack-core/localstack/services/cloudformation/deploy_ui.py
+++ /dev/null
@@ -1,47 +0,0 @@
-import json
-import logging
-import os
-
-import requests
-from rolo import Response
-
-from localstack import constants
-from localstack.utils.files import load_file
-from localstack.utils.json import parse_json_or_yaml
-
-LOG = logging.getLogger(__name__)
-
-
-class CloudFormationUi:
-    def on_get(self, request):
-        from localstack.utils.aws.aws_stack import get_valid_regions
-
-        deploy_html_file = os.path.join(
-            constants.MODULE_MAIN_PATH, "services", "cloudformation", "deploy.html"
-        )
-        deploy_html = load_file(deploy_html_file)
-        req_params = request.values
-        params = {
-            "stackName": "stack1",
-            "templateBody": "{}",
-            "errorMessage": "''",
-            "regions": json.dumps(sorted(get_valid_regions())),
-        }
-
-        download_url = req_params.get("templateURL")
-        if download_url:
-            try:
-                LOG.debug("Attempting to download CloudFormation template URL: %s", download_url)
-                template_body = requests.get(download_url).text
-                template_body = parse_json_or_yaml(template_body)
-                params["templateBody"] = json.dumps(template_body)
-            except Exception as e:
-                msg = f"Unable to download CloudFormation template URL: {e}"
-                LOG.info(msg)
-                params["errorMessage"] = json.dumps(msg.replace("\n", " - "))
-
-        # using simple string replacement here, for simplicity (could be replaced with, e.g., jinja)
-        for key, value in params.items():
-            deploy_html = deploy_html.replace(f"<{key}>", value)
-
-        return Response(deploy_html, mimetype="text/html")
diff --git a/localstack-core/localstack/services/cloudformation/plugins.py b/localstack-core/localstack/services/cloudformation/plugins.py
deleted file mode 100644
index 72ef0104aaeb2..0000000000000
--- a/localstack-core/localstack/services/cloudformation/plugins.py
+++ /dev/null
@@ -1,12 +0,0 @@
-from rolo import Resource
-
-from localstack.runtime import hooks
-
-
-@hooks.on_infra_start()
-def register_cloudformation_deploy_ui():
-    from localstack.services.internal import get_internal_apis
-
-    from .deploy_ui import CloudFormationUi
-
-    get_internal_apis().add(Resource("/_localstack/cloudformation/deploy", CloudFormationUi()))
diff --git a/tests/aws/services/cloudformation/test_cloudformation_ui.py b/tests/aws/services/cloudformation/test_cloudformation_ui.py
deleted file mode 100644
index 9974d55dbf9ab..0000000000000
--- a/tests/aws/services/cloudformation/test_cloudformation_ui.py
+++ /dev/null
@@ -1,22 +0,0 @@
-import requests
-
-from localstack import config
-from localstack.testing.pytest import markers
-
-CLOUDFORMATION_UI_PATH = "/_localstack/cloudformation/deploy"
-
-
-class TestCloudFormationUi:
-    @markers.aws.only_localstack
-    def test_get_cloudformation_ui(self):
-        # note: we get the external service url here because the UI is hosted on the external
-        # URL, however if `LOCALSTACK_HOST` is set to a hostname that does not resolve to
-        # `127.0.0.1` this test will fail.
-        cfn_ui_url = config.external_service_url() + CLOUDFORMATION_UI_PATH
-        response = requests.get(cfn_ui_url)
-
-        # we simply test that the UI is available at the right path and that it returns HTML.
-        assert response.ok
-        assert "content-type" in response.headers
-        # this is a bit fragile but assert that the file returned contains at least something related to the UI
-        assert b"LocalStack" in response.content
diff --git a/tests/unit/services/cloudformation/test_deploy_ui.py b/tests/unit/services/cloudformation/test_deploy_ui.py
deleted file mode 100644
index d5db5387bc579..0000000000000
--- a/tests/unit/services/cloudformation/test_deploy_ui.py
+++ /dev/null
@@ -1,12 +0,0 @@
-from rolo import Request
-
-from localstack.services.cloudformation.deploy_ui import CloudFormationUi
-
-
-class TestCloudFormationUiResource:
-    def test_get(self):
-        resource = CloudFormationUi()
-        response = resource.on_get(Request("GET", "/", body=b"None"))
-        assert response.status == "200 OK"
-        assert "</html>" in response.get_data(as_text=True), "deploy UI did not render HTML"
-        assert "text/html" in response.headers.get("content-type", "")

From 612f68a37697466c9c14ffebb5c3b475e6f80884 Mon Sep 17 00:00:00 2001
From: Viren Nadkarni <viren.nadkarni@localstack.cloud>
Date: Mon, 27 Oct 2025 10:29:49 +0530
Subject: [PATCH 332/697] Update PR template (#13302)

Co-authored-by: Silvio Vasiljevic <silvio.vasiljevic@gmail.com>
---
 .github/PULL_REQUEST_TEMPLATE.md | 26 +++++++++++++++-----------
 1 file changed, 15 insertions(+), 11 deletions(-)

diff --git a/.github/PULL_REQUEST_TEMPLATE.md b/.github/PULL_REQUEST_TEMPLATE.md
index 0f20abd2f6d90..f7f407252989f 100644
--- a/.github/PULL_REQUEST_TEMPLATE.md
+++ b/.github/PULL_REQUEST_TEMPLATE.md
@@ -1,24 +1,28 @@
-<!-- Please refer to the contribution guidelines before raising a PR: https://github.com/localstack/localstack/blob/main/docs/CONTRIBUTING.md -->
+<!--
+Please refer to the contribution guidelines before raising a PR.
+https://github.com/localstack/localstack/blob/main/docs/CONTRIBUTING.md
+-->
 
-<!-- Why am I raising this PR? Add context such as related issues, PRs, or documentation. -->
 ## Motivation
 
+<!--
+Elaborate the background and intent for raising this PR.
+-->
 
-<!-- What changes does this PR make? How does LocalStack behave differently now? -->
 ## Changes
 
-<!-- Optional section: How to test these changes? -->
 <!--
-## Testing
-
+Summarise the changes proposed in the PR.
 -->
 
-<!-- Optional section: What's left to do before it can be merged? -->
+## Tests
+
 <!--
-## TODO
+Optional: How are the proposed changes tested?
+-->
 
-What's left to do:
+## Related
 
-- [ ] ...
-- [ ] ...
+<!--
+Optional: Links to related issues and references (e.g., Linear IDs).
 -->

From 9f5f51880572724b2b0f13106be6d25841671f54 Mon Sep 17 00:00:00 2001
From: Alex Rashed <2796604+alexrashed@users.noreply.github.com>
Date: Mon, 27 Oct 2025 11:36:59 +0100
Subject: [PATCH 333/697] fix asf updates by avoiding pip 25.3 (#13305)

---
 .github/workflows/asf-updates.yml | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/.github/workflows/asf-updates.yml b/.github/workflows/asf-updates.yml
index 9d8a853b76938..1b233f6bacf13 100644
--- a/.github/workflows/asf-updates.yml
+++ b/.github/workflows/asf-updates.yml
@@ -26,7 +26,7 @@ jobs:
           python-version-file: '.python-version'
 
       - name: Install release helper dependencies
-        run: pip install --upgrade setuptools setuptools_scm uv
+        run: python3 -m pip install --upgrade setuptools setuptools_scm uv
 
       - name: Cache LocalStack community dependencies (venv)
         uses: actions/cache@v4
@@ -93,8 +93,8 @@ jobs:
           bin/release-helper.sh set-dep-ver awscli "==$AWSCLI_VERSION"
 
           # upgrade the requirements files only for the botocore package
-          # FIXME remove pin on pip-tools when https://github.com/jazzband/pip-tools/issues/2215 us resolved
-          pip install "pip-tools<7.5.0"
+          # TODO: Avoid pip 25.3 for now due to https://github.com/jazzband/pip-tools/issues/2252
+          python3 -m pip install --upgrade "pip!=25.3" pip-tools
           pip-compile --strip-extras --upgrade-package "botocore==$BOTOCORE_VERSION" --upgrade-package "boto3==$BOTOCORE_VERSION" --extra base-runtime -o requirements-base-runtime.txt pyproject.toml
           pip-compile --strip-extras --upgrade-package "botocore==$BOTOCORE_VERSION" --upgrade-package "boto3==$BOTOCORE_VERSION" --upgrade-package "awscli==$AWSCLI_VERSION" --extra runtime -o requirements-runtime.txt pyproject.toml
           pip-compile --strip-extras --upgrade-package "botocore==$BOTOCORE_VERSION" --upgrade-package "boto3==$BOTOCORE_VERSION" --upgrade-package "awscli==$AWSCLI_VERSION" --extra test -o requirements-test.txt pyproject.toml

From 720fa9f4f7b80a5e37f82dfdab9166d26f78cd3c Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Mon, 27 Oct 2025 20:34:47 +0000
Subject: [PATCH 334/697] CFn: support nested properties in attribute lookup
 (#13304)

---
 .../cloudformation/engine/v2/change_set_model_preproc.py      | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
index 36f36c71f5362..a7efa7ee09d63 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
@@ -570,13 +570,13 @@ def _resolve_attribute(self, arguments: str | list[str], select_before: bool) ->
         else:
             arguments_list = arguments
 
-        if len(arguments_list) != 2:
+        if len(arguments_list) < 2:
             raise ValidationError(
                 "Template error: every Fn::GetAtt object requires two non-empty parameters, the resource name and the resource attribute"
             )
 
         logical_name_of_resource = arguments_list[0]
-        attribute_name = arguments_list[1]
+        attribute_name = ".".join(arguments_list[1:])
 
         node_resource = self._get_node_resource_for(
             resource_name=logical_name_of_resource,

From 99973f7d9ef9e3703c99d1fdf4eda45fd16af975 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 28 Oct 2025 09:55:17 +0100
Subject: [PATCH 335/697] Bump python from `0796012` to `0222b79` in the
 docker-base-images group (#13309)

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 Dockerfile    | 2 +-
 Dockerfile.s3 | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/Dockerfile b/Dockerfile
index fd4e9cee03ce5..8dc7276e4f058 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,7 +1,7 @@
 #
 # base: Stage which installs necessary runtime dependencies (OS packages, etc.)
 #
-FROM python:3.13.9-slim-trixie@sha256:079601253d5d25ae095110937ea8cfd7403917b53b077870bccd8b026dc7c42f AS base
+FROM python:3.13.9-slim-trixie@sha256:0222b795db95bf7412cede36ab46a266cfb31f632e64051aac9806dabf840a61 AS base
 ARG TARGETARCH
 
 # Install runtime OS package dependencies
diff --git a/Dockerfile.s3 b/Dockerfile.s3
index d12f3cf43306b..7952716f51a9d 100644
--- a/Dockerfile.s3
+++ b/Dockerfile.s3
@@ -1,5 +1,5 @@
 # base: Stage which installs necessary runtime dependencies (OS packages, filesystem...)
-FROM python:3.13.9-slim-trixie@sha256:079601253d5d25ae095110937ea8cfd7403917b53b077870bccd8b026dc7c42f AS base
+FROM python:3.13.9-slim-trixie@sha256:0222b795db95bf7412cede36ab46a266cfb31f632e64051aac9806dabf840a61 AS base
 ARG TARGETARCH
 
 # set workdir

From f1588ee115174c6d69b632fae1a350eba480443f Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 28 Oct 2025 11:26:26 +0100
Subject: [PATCH 336/697] Bump the github-actions group with 2 updates (#13310)

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 .github/workflows/aws-main.yml              |  4 +-
 .github/workflows/aws-tests-s3-image.yml    | 12 ++---
 .github/workflows/aws-tests.yml             | 60 ++++++++++-----------
 .github/workflows/marker-report.yml         |  2 +-
 .github/workflows/tests-bin.yml             |  2 +-
 .github/workflows/tests-pro-integration.yml |  8 +--
 6 files changed, 44 insertions(+), 44 deletions(-)

diff --git a/.github/workflows/aws-main.yml b/.github/workflows/aws-main.yml
index 38fa32bf8c0e1..37efa93fa0121 100644
--- a/.github/workflows/aws-main.yml
+++ b/.github/workflows/aws-main.yml
@@ -114,7 +114,7 @@ jobs:
           run: make install-dev
 
         - name: Load all test results
-          uses: actions/download-artifact@v5
+          uses: actions/download-artifact@v6
           with:
             pattern: test-results-*
             path: target/coverage/
@@ -175,7 +175,7 @@ jobs:
             python -m scripts.metrics_coverage.diff_metrics_coverage
 
         - name: Archive coverage and parity metrics
-          uses: actions/upload-artifact@v4
+          uses: actions/upload-artifact@v5
           with:
             name: coverage-and-parity-metrics
             path: |
diff --git a/.github/workflows/aws-tests-s3-image.yml b/.github/workflows/aws-tests-s3-image.yml
index 9b39cc7e6b8bc..39ec5261f50b0 100644
--- a/.github/workflows/aws-tests-s3-image.yml
+++ b/.github/workflows/aws-tests-s3-image.yml
@@ -137,7 +137,7 @@ jobs:
           make docker-run-tests-s3-only
 
       - name: Archive Test Results
-        uses: actions/upload-artifact@v4
+        uses: actions/upload-artifact@v5
         if: success() || failure()
         with:
           name: test-results-s3-image-${{ matrix.arch }}
@@ -149,7 +149,7 @@ jobs:
         run: ./bin/docker-helper.sh save
 
       - name: Store Docker image as artifact
-        uses: actions/upload-artifact@v4
+        uses: actions/upload-artifact@v5
         with:
           name: localstack-s3-image-${{ matrix.arch }}
           path: ${{ steps.save-image.outputs.IMAGE_FILENAME }}
@@ -173,12 +173,12 @@ jobs:
       )
     steps:
       - name: Download AMD64 Results
-        uses: actions/download-artifact@v5
+        uses: actions/download-artifact@v6
         with:
           name: test-results-s3-image-amd64
 
       - name: Download ARM64 Results
-        uses: actions/download-artifact@v5
+        uses: actions/download-artifact@v6
         with:
           name: test-results-s3-image-arm64
 
@@ -217,12 +217,12 @@ jobs:
         run: pip install --upgrade setuptools setuptools_scm
 
       - name: Download AMD64 image
-        uses: actions/download-artifact@v5
+        uses: actions/download-artifact@v6
         with:
           name: localstack-s3-image-amd64
 
       - name: Download ARM64 image
-        uses: actions/download-artifact@v5
+        uses: actions/download-artifact@v6
         with:
           name: localstack-s3-image-arm64
 
diff --git a/.github/workflows/aws-tests.yml b/.github/workflows/aws-tests.yml
index 98cf8fc61c84f..db334954e831d 100644
--- a/.github/workflows/aws-tests.yml
+++ b/.github/workflows/aws-tests.yml
@@ -195,7 +195,7 @@ jobs:
           key: ${{ steps.cached-lambda-common-restore.outputs.cache-primary-key }}
 
       - name: Archive Lambda common packages
-        uses: actions/upload-artifact@v4
+        uses: actions/upload-artifact@v5
         with:
           name: lambda-common-${{ env.PLATFORM }}
           path: |
@@ -245,7 +245,7 @@ jobs:
 
       - name: Archive Test Selection
         if: ${{ env.TESTSELECTION_PYTEST_ARGS }}
-        uses: actions/upload-artifact@v4
+        uses: actions/upload-artifact@v5
         with:
           name: test-selection
           path: |
@@ -296,7 +296,7 @@ jobs:
         run: make test-coverage
 
       - name: Archive Test Results
-        uses: actions/upload-artifact@v4
+        uses: actions/upload-artifact@v5
         if: success() || failure()
         with:
           name: test-results-preflight
@@ -319,7 +319,7 @@ jobs:
     if: always() && !cancelled() && !contains(needs.*.result, 'skipped')
     steps:
       - name: Download Artifacts
-        uses: actions/download-artifact@v5
+        uses: actions/download-artifact@v6
         with:
           pattern: test-results-preflight
 
@@ -382,7 +382,7 @@ jobs:
           fetch-depth: 0
 
       - name: Download Lambda Common packages
-        uses: actions/download-artifact@v5
+        uses: actions/download-artifact@v6
         with:
           name: lambda-common-${{ env.PLATFORM }}
           path: |
@@ -395,7 +395,7 @@ jobs:
 
       - name: Download Test Selection
         if: ${{ env.TESTSELECTION_PYTEST_ARGS }}
-        uses: actions/download-artifact@v5
+        uses: actions/download-artifact@v6
         with:
           name: test-selection
           path: dist/testselection/
@@ -421,7 +421,7 @@ jobs:
           mv .test_durations .test_durations-${{ env.PLATFORM }}-${{ matrix.group }}
 
       - name: Archive Test Durations
-        uses: actions/upload-artifact@v4
+        uses: actions/upload-artifact@v5
         if: success() || failure()
         with:
           name: pytest-split-durations-${{ env.PLATFORM }}-${{ matrix.group }}
@@ -430,7 +430,7 @@ jobs:
           retention-days: 5
 
       - name: Archive Test Results
-        uses: actions/upload-artifact@v4
+        uses: actions/upload-artifact@v5
         if: success() || failure()
         with:
           name: test-results-integration-${{ env.PLATFORM }}-${{ matrix.group }}
@@ -442,7 +442,7 @@ jobs:
 
       - name: Archive Parity Metric Results
         if: success()
-        uses: actions/upload-artifact@v4
+        uses: actions/upload-artifact@v5
         with:
           name: parity-metric-raw-${{ env.PLATFORM }}-${{ matrix.group }}
           path: target/metric_reports
@@ -488,7 +488,7 @@ jobs:
         run: make test-coverage
 
       - name: Archive Test Results
-        uses: actions/upload-artifact@v4
+        uses: actions/upload-artifact@v5
         if: success() || failure()
         with:
           name: test-results-bootstrap
@@ -522,13 +522,13 @@ jobs:
     if: always() && !cancelled() && !contains(needs.*.result, 'skipped')
     steps:
       - name: Download Bootstrap Artifacts
-        uses: actions/download-artifact@v5
+        uses: actions/download-artifact@v6
         if: ${{ matrix.arch == 'amd64' }}
         with:
           pattern: test-results-bootstrap
 
       - name: Download Integration Artifacts
-        uses: actions/download-artifact@v5
+        uses: actions/download-artifact@v6
         with:
           pattern: test-results-integration-${{ matrix.arch }}-*
 
@@ -609,7 +609,7 @@ jobs:
         run: make docker-run-tests
 
       - name: Archive Test Results
-        uses: actions/upload-artifact@v4
+        uses: actions/upload-artifact@v5
         if: success() || failure()
         with:
           name: test-results-acceptance-${{ env.PLATFORM }}
@@ -642,7 +642,7 @@ jobs:
     if: always() && !cancelled() && !contains(needs.*.result, 'skipped')
     steps:
       - name: Download Acceptance Artifacts
-        uses: actions/download-artifact@v5
+        uses: actions/download-artifact@v6
         with:
           pattern: test-results-acceptance-${{ matrix.arch }}
 
@@ -680,7 +680,7 @@ jobs:
 
       - name: Download Test Selection
         if: ${{ env.TESTSELECTION_PYTEST_ARGS }}
-        uses: actions/download-artifact@v5
+        uses: actions/download-artifact@v6
         with:
           name: test-selection
           path: dist/testselection/
@@ -699,7 +699,7 @@ jobs:
         run: make test-coverage
 
       - name: Archive Test Results
-        uses: actions/upload-artifact@v4
+        uses: actions/upload-artifact@v5
         if: success() || failure()
         with:
           name: test-results-cloudwatch-v1
@@ -733,7 +733,7 @@ jobs:
 
       - name: Download Test Selection
         if: ${{ env.TESTSELECTION_PYTEST_ARGS }}
-        uses: actions/download-artifact@v5
+        uses: actions/download-artifact@v6
         with:
           name: test-selection
           path: dist/testselection/
@@ -751,7 +751,7 @@ jobs:
         run: make test-coverage
 
       - name: Archive Test Results
-        uses: actions/upload-artifact@v4
+        uses: actions/upload-artifact@v5
         if: success() || failure()
         with:
           name: test-results-dynamodb-v2
@@ -785,7 +785,7 @@ jobs:
 
       - name: Download Test Selection
         if: ${{ env.TESTSELECTION_PYTEST_ARGS }}
-        uses: actions/download-artifact@v5
+        uses: actions/download-artifact@v6
         with:
           name: test-selection
           path: dist/testselection/
@@ -804,7 +804,7 @@ jobs:
         run: make test-coverage
 
       - name: Archive Test Results
-        uses: actions/upload-artifact@v4
+        uses: actions/upload-artifact@v5
         if: success() || failure()
         with:
           name: test-results-events-v1
@@ -839,7 +839,7 @@ jobs:
 
       - name: Download Test Selection
         if: ${{ env.TESTSELECTION_PYTEST_ARGS }}
-        uses: actions/download-artifact@v5
+        uses: actions/download-artifact@v6
         with:
           name: test-selection
           path: dist/testselection/
@@ -855,7 +855,7 @@ jobs:
         run: make test-coverage
 
       - name: Archive Test Results
-        uses: actions/upload-artifact@v4
+        uses: actions/upload-artifact@v5
         if: success() || failure()
         with:
           name: test-results-cloudformation-legacy
@@ -889,7 +889,7 @@ jobs:
 
       - name: Download Test Selection
         if: ${{ env.TESTSELECTION_PYTEST_ARGS }}
-        uses: actions/download-artifact@v5
+        uses: actions/download-artifact@v6
         with:
           name: test-selection
           path: dist/testselection/
@@ -908,7 +908,7 @@ jobs:
         run: make test-coverage
 
       - name: Archive Test Results
-        uses: actions/upload-artifact@v4
+        uses: actions/upload-artifact@v5
         if: success() || failure()
         with:
           name: test-results-sns-v2
@@ -936,27 +936,27 @@ jobs:
       issues: read
     steps:
       - name: Download Cloudformation legacy Artifacts
-        uses: actions/download-artifact@v5
+        uses: actions/download-artifact@v6
         with:
           pattern: test-results-cloudformation-legacy
 
       - name: Download EventBridge v1 Artifacts
-        uses: actions/download-artifact@v5
+        uses: actions/download-artifact@v6
         with:
           pattern: test-results-events-v1
 
       - name: Download DynamoDB v2 Artifacts
-        uses: actions/download-artifact@v5
+        uses: actions/download-artifact@v6
         with:
           pattern: test-results-dynamodb-v2
 
       - name: Download CloudWatch v1 Artifacts
-        uses: actions/download-artifact@v5
+        uses: actions/download-artifact@v6
         with:
           pattern: test-results-cloudwatch-v1
 
       - name: Download SNS v2 Artifacts
-        uses: actions/download-artifact@v5
+        uses: actions/download-artifact@v6
         with:
           pattern: test-results-sns-v2
 
@@ -1030,7 +1030,7 @@ jobs:
           localstack stop
 
       - name: Archive Capture-Not-Implemented Results
-        uses: actions/upload-artifact@v4
+        uses: actions/upload-artifact@v5
         with:
           name: capture-notimplemented
           path: results/
diff --git a/.github/workflows/marker-report.yml b/.github/workflows/marker-report.yml
index 5ed734efe6948..4a6bae11bfaa9 100644
--- a/.github/workflows/marker-report.yml
+++ b/.github/workflows/marker-report.yml
@@ -101,7 +101,7 @@ jobs:
 
       - name: Upload generated markdown
         if: ${{ inputs.createIssue }}
-        uses: actions/upload-artifact@v4
+        uses: actions/upload-artifact@v5
         with:
           path: ./target/MARKER_REPORT_ISSUE.md
 
diff --git a/.github/workflows/tests-bin.yml b/.github/workflows/tests-bin.yml
index 33b7a0340208d..e42a71ed94cc4 100644
--- a/.github/workflows/tests-bin.yml
+++ b/.github/workflows/tests-bin.yml
@@ -43,7 +43,7 @@ jobs:
           mv report.xml tests-junit-base.xml
 
       - name: Archive Test Results
-        uses: actions/upload-artifact@v4
+        uses: actions/upload-artifact@v5
         if: success() || failure()
         with:
           name: test-results-tests-bin
diff --git a/.github/workflows/tests-pro-integration.yml b/.github/workflows/tests-pro-integration.yml
index d57a9a6249854..3b8a2d7569402 100644
--- a/.github/workflows/tests-pro-integration.yml
+++ b/.github/workflows/tests-pro-integration.yml
@@ -342,7 +342,7 @@ jobs:
           make test
 
       - name: Archive Test Durations
-        uses: actions/upload-artifact@v4
+        uses: actions/upload-artifact@v5
         if: success() || failure()
         with:
           name: pytest-split-durations-community-${{ matrix.group }}
@@ -351,7 +351,7 @@ jobs:
           retention-days: 5
 
       - name: Archive Test Results
-        uses: actions/upload-artifact@v4
+        uses: actions/upload-artifact@v5
         if: success() || failure()
         with:
           name: test-results-community-${{ matrix.group }}
@@ -377,12 +377,12 @@ jobs:
       )
     steps:
       - name: Download Artifacts 1
-        uses: actions/download-artifact@v5
+        uses: actions/download-artifact@v6
         with:
           name: test-results-community-1
 
       - name: Download Artifacts 2
-        uses: actions/download-artifact@v5
+        uses: actions/download-artifact@v6
         with:
           name: test-results-community-2
 

From d75b4f456118a97ac1f5e8e60fcec073bc7ec506 Mon Sep 17 00:00:00 2001
From: Alex Rashed <2796604+alexrashed@users.noreply.github.com>
Date: Tue, 28 Oct 2025 11:31:52 +0100
Subject: [PATCH 337/697] avoid pip 25.3 to fix dependency updates (#13311)

---
 Makefile | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/Makefile b/Makefile
index eebea1d08cd5f..081ce7164f8d5 100644
--- a/Makefile
+++ b/Makefile
@@ -36,8 +36,8 @@ freeze:                   ## Run pip freeze -l in the virtual environment
 	@$(VENV_RUN); pip freeze -l
 
 upgrade-pinned-dependencies: venv
-	# FIXME remove pin on pip-tools when https://github.com/jazzband/pip-tools/issues/2215 us resolved
-	$(VENV_RUN); $(PIP_CMD) install --upgrade "pip-tools<7.5.0" pre-commit
+	# TODO: Avoid pip 25.3 for now due to https://github.com/jazzband/pip-tools/issues/2252
+	$(VENV_RUN); $(PIP_CMD) install --upgrade "pip!=25.3" pip-tools pre-commit
 	$(VENV_RUN); pip-compile --strip-extras --upgrade -o requirements-basic.txt pyproject.toml
 	$(VENV_RUN); pip-compile --strip-extras --upgrade --extra runtime -o requirements-runtime.txt pyproject.toml
 	$(VENV_RUN); pip-compile --strip-extras --upgrade --extra test -o requirements-test.txt pyproject.toml

From 5583b798c7a0f0c9f8a49d98bc1b922036fdc9ca Mon Sep 17 00:00:00 2001
From: Mateusz Kiersnowski <82416937+Ganji00@users.noreply.github.com>
Date: Tue, 28 Oct 2025 13:22:27 +0100
Subject: [PATCH 338/697] Fix: Return proper client error for invalid YAML
 template structure (#13300)

---
 .../services/cloudformation/engine/yaml_parser.py    | 11 +++++++++--
 tests/aws/services/cloudformation/api/test_stacks.py | 12 ++++++++++++
 .../cloudformation/api/test_stacks.snapshot.json     |  6 ++++++
 .../cloudformation/api/test_stacks.validation.json   |  9 +++++++++
 4 files changed, 36 insertions(+), 2 deletions(-)

diff --git a/localstack-core/localstack/services/cloudformation/engine/yaml_parser.py b/localstack-core/localstack/services/cloudformation/engine/yaml_parser.py
index c0b72ead58f8f..3d12004f42423 100644
--- a/localstack-core/localstack/services/cloudformation/engine/yaml_parser.py
+++ b/localstack-core/localstack/services/cloudformation/engine/yaml_parser.py
@@ -1,5 +1,7 @@
 import yaml
 
+from localstack.services.cloudformation.engine.validations import ValidationError
+
 
 def construct_raw(_, node):
     return node.value
@@ -60,5 +62,10 @@ def shorthand_constructor(loader: yaml.Loader, tag_suffix: str, node: yaml.Node)
 yaml.add_multi_constructor("!", shorthand_constructor, customloader)
 
 
-def parse_yaml(input_data: str):
-    return yaml.load(input_data, customloader)
+def parse_yaml(input_data: str) -> dict:
+    parsed = yaml.load(input_data, Loader=customloader)
+
+    if not isinstance(parsed, dict):
+        raise ValidationError("Template format error: unsupported structure.")
+
+    return parsed
diff --git a/tests/aws/services/cloudformation/api/test_stacks.py b/tests/aws/services/cloudformation/api/test_stacks.py
index dc70b77aafca9..8939ecb816fb2 100644
--- a/tests/aws/services/cloudformation/api/test_stacks.py
+++ b/tests/aws/services/cloudformation/api/test_stacks.py
@@ -183,6 +183,18 @@ def test_stack_name_creation(self, deploy_cfn_template, snapshot, aws_client):
 
             snapshot.match("stack_response", e.value.response)
 
+    @markers.aws.validated
+    def test_create_stack_url_as_template(self, snapshot, aws_client):
+        snapshot.add_transformer(snapshot.transform.cloudformation_api())
+
+        stack_name = f"stack-{short_uid()}"
+
+        template_url = "https://raw.githubusercontent.com/aws-cloudformation/aws-cloudformation-templates/refs/heads/main/EC2/InstanceWithCfnInit.yaml"
+
+        with pytest.raises(ClientError) as e:
+            aws_client.cloudformation.create_stack(StackName=stack_name, TemplateBody=template_url)
+        snapshot.match("stack_create_ec2", e.value)
+
     @markers.aws.validated
     @pytest.mark.parametrize("fileformat", ["yaml", "json"])
     def test_get_template_using_create_stack(self, snapshot, fileformat, aws_client):
diff --git a/tests/aws/services/cloudformation/api/test_stacks.snapshot.json b/tests/aws/services/cloudformation/api/test_stacks.snapshot.json
index fde3beada5d45..0a6415fd994ee 100644
--- a/tests/aws/services/cloudformation/api/test_stacks.snapshot.json
+++ b/tests/aws/services/cloudformation/api/test_stacks.snapshot.json
@@ -4347,5 +4347,11 @@
         ]
       }
     }
+  },
+  "tests/aws/services/cloudformation/api/test_stacks.py::TestStacksApi::test_create_stack_url_as_template": {
+    "recorded-date": "23-10-2025, 19:25:10",
+    "recorded-content": {
+      "stack_create_ec2": "An error occurred (ValidationError) when calling the CreateStack operation: Template format error: unsupported structure."
+    }
   }
 }
diff --git a/tests/aws/services/cloudformation/api/test_stacks.validation.json b/tests/aws/services/cloudformation/api/test_stacks.validation.json
index 9dd42d7bd0ce4..adab0cbddb4a3 100644
--- a/tests/aws/services/cloudformation/api/test_stacks.validation.json
+++ b/tests/aws/services/cloudformation/api/test_stacks.validation.json
@@ -1,4 +1,13 @@
 {
+  "tests/aws/services/cloudformation/api/test_stacks.py::TestStacksApi::test_create_stack_url_as_template": {
+    "last_validated_date": "2025-10-23T19:25:10+00:00",
+    "durations_in_seconds": {
+      "setup": 0.82,
+      "call": 0.82,
+      "teardown": 0.02,
+      "total": 1.66
+    }
+  },
   "tests/aws/services/cloudformation/api/test_stacks.py::TestStacksApi::test_failure_options_for_stack_update[False-2]": {
     "last_validated_date": "2024-06-25T17:21:51+00:00"
   },

From 740cca84f7c7cedd7f310dae026cf49ffc009e81 Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Tue, 28 Oct 2025 13:31:26 +0100
Subject: [PATCH 339/697] Upgrade pinned Python dependencies (#13313)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
---
 .pre-commit-config.yaml       |   2 +-
 requirements-base-runtime.txt |  10 +--
 requirements-basic.txt        |   6 +-
 requirements-dev.txt          |  26 +++----
 requirements-runtime.txt      |  14 ++--
 requirements-test.txt         |  22 +++---
 requirements-typehint.txt     | 128 +++++++++++++++++-----------------
 7 files changed, 104 insertions(+), 104 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 8da471f84f250..402397c5c94aa 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -3,7 +3,7 @@
 repos:
   - repo: https://github.com/astral-sh/ruff-pre-commit
     # Ruff version.
-    rev: v0.14.1
+    rev: v0.14.2
     hooks:
       - id: ruff
         args: [--fix, --exit-non-zero-on-fix]
diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index 5297a0ae11f2a..5a5132f43025a 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -2,7 +2,7 @@
 # This file is autogenerated by pip-compile with Python 3.13
 # by the following command:
 #
-#    pip-compile --cert=None --client-cert=None --extra=base-runtime --index-url=None --output-file=requirements-base-runtime.txt --pip-args=None --strip-extras --unsafe-package=distribute --unsafe-package=localstack-core --unsafe-package=pip --unsafe-package=setuptools pyproject.toml
+#    pip-compile --extra=base-runtime --output-file=requirements-base-runtime.txt --strip-extras --unsafe-package=distribute --unsafe-package=localstack-core --unsafe-package=pip --unsafe-package=setuptools pyproject.toml
 #
 attrs==25.4.0
     # via
@@ -20,7 +20,7 @@ botocore==1.40.55
     #   s3transfer
 cachetools==6.2.1
     # via localstack-core (pyproject.toml)
-cbor2==5.7.0
+cbor2==5.7.1
     # via localstack-core (pyproject.toml)
 certifi==2025.10.5
     # via requests
@@ -123,7 +123,7 @@ priority==1.3.0
     # via
     #   hypercorn
     #   localstack-twisted
-psutil==7.1.1
+psutil==7.1.2
     # via localstack-core (pyproject.toml)
 pycparser==2.23
     # via cffi
@@ -137,7 +137,7 @@ python-dateutil==2.9.0.post0
     # via
     #   botocore
     #   localstack-core (pyproject.toml)
-python-dotenv==1.1.1
+python-dotenv==1.2.1
     # via localstack-core (pyproject.toml)
 pyyaml==6.0.3
     # via
@@ -165,7 +165,7 @@ rich==14.2.0
     # via localstack-core (pyproject.toml)
 rolo==0.7.6
     # via localstack-core (pyproject.toml)
-rpds-py==0.27.1
+rpds-py==0.28.0
     # via
     #   jsonschema
     #   referencing
diff --git a/requirements-basic.txt b/requirements-basic.txt
index 0931e933c5ebb..39ca1266b01ca 100644
--- a/requirements-basic.txt
+++ b/requirements-basic.txt
@@ -2,7 +2,7 @@
 # This file is autogenerated by pip-compile with Python 3.13
 # by the following command:
 #
-#    pip-compile --cert=None --client-cert=None --index-url=None --output-file=requirements-basic.txt --pip-args=None --strip-extras --unsafe-package=distribute --unsafe-package=localstack-core --unsafe-package=pip --unsafe-package=setuptools pyproject.toml
+#    pip-compile --output-file=requirements-basic.txt --strip-extras --unsafe-package=distribute --unsafe-package=localstack-core --unsafe-package=pip --unsafe-package=setuptools pyproject.toml
 #
 cachetools==6.2.1
     # via localstack-core (pyproject.toml)
@@ -30,13 +30,13 @@ mdurl==0.1.2
     # via markdown-it-py
 plux==1.13.0
     # via localstack-core (pyproject.toml)
-psutil==7.1.1
+psutil==7.1.2
     # via localstack-core (pyproject.toml)
 pycparser==2.23
     # via cffi
 pygments==2.19.2
     # via rich
-python-dotenv==1.1.1
+python-dotenv==1.2.1
     # via localstack-core (pyproject.toml)
 pyyaml==6.0.3
     # via localstack-core (pyproject.toml)
diff --git a/requirements-dev.txt b/requirements-dev.txt
index 9718ab12dbf28..f217958079cc2 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -2,7 +2,7 @@
 # This file is autogenerated by pip-compile with Python 3.13
 # by the following command:
 #
-#    pip-compile --cert=None --client-cert=None --extra=dev --index-url=None --output-file=requirements-dev.txt --pip-args=None --strip-extras --unsafe-package=distribute --unsafe-package=localstack-core --unsafe-package=pip --unsafe-package=setuptools pyproject.toml
+#    pip-compile --extra=dev --output-file=requirements-dev.txt --strip-extras --unsafe-package=distribute --unsafe-package=localstack-core --unsafe-package=pip --unsafe-package=setuptools pyproject.toml
 #
 airspeed-ext==0.6.9
     # via localstack-core
@@ -29,9 +29,9 @@ aws-cdk-asset-awscli-v1==2.2.242
     # via aws-cdk-lib
 aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
-aws-cdk-cloud-assembly-schema==48.15.0
+aws-cdk-cloud-assembly-schema==48.16.0
     # via aws-cdk-lib
-aws-cdk-lib==2.220.0
+aws-cdk-lib==2.221.0
     # via localstack-core
 aws-sam-translator==1.101.0
     # via
@@ -62,9 +62,9 @@ cachetools==6.2.1
     #   airspeed-ext
     #   localstack-core
     #   localstack-core (pyproject.toml)
-cattrs==25.2.0
+cattrs==25.3.0
     # via jsii
-cbor2==5.7.0
+cbor2==5.7.1
     # via localstack-core
 certifi==2025.10.5
     # via
@@ -76,7 +76,7 @@ cffi==2.0.0
     # via cryptography
 cfgv==3.4.0
     # via pre-commit
-cfn-lint==1.40.2
+cfn-lint==1.40.3
     # via moto-ext
 charset-normalizer==3.4.4
     # via requests
@@ -106,7 +106,7 @@ cryptography==46.0.3
     #   localstack-core (pyproject.toml)
     #   moto-ext
     #   pyopenssl
-cython==3.1.5
+cython==3.1.6
     # via localstack-core (pyproject.toml)
 decorator==5.2.1
     # via jsonpath-rw
@@ -194,7 +194,7 @@ joserfc==1.4.0
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core
-jsii==1.116.0
+jsii==1.117.0
     # via
     #   aws-cdk-asset-awscli-v1
     #   aws-cdk-asset-node-proxy-agent-v6
@@ -322,7 +322,7 @@ priority==1.3.0
     # via
     #   hypercorn
     #   localstack-twisted
-psutil==7.1.1
+psutil==7.1.2
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
@@ -381,7 +381,7 @@ python-dateutil==2.9.0.post0
     #   localstack-core
     #   moto-ext
     #   opensearch-py
-python-dotenv==1.1.1
+python-dotenv==1.2.1
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
@@ -402,7 +402,7 @@ referencing==0.36.2
     #   jsonschema
     #   jsonschema-path
     #   jsonschema-specifications
-regex==2025.10.22
+regex==2025.10.23
     # via cfn-lint
 requests==2.32.5
     # via
@@ -433,7 +433,7 @@ rich==14.2.0
     #   localstack-core (pyproject.toml)
 rolo==0.7.6
     # via localstack-core
-rpds-py==0.27.1
+rpds-py==0.28.0
     # via
     #   jsonschema
     #   referencing
@@ -441,7 +441,7 @@ rsa==4.7.2
     # via awscli
 rstr==3.2.2
     # via localstack-core (pyproject.toml)
-ruff==0.14.1
+ruff==0.14.2
     # via localstack-core (pyproject.toml)
 s3transfer==0.14.0
     # via
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index b323058d25f00..d10a1a9812e74 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -2,7 +2,7 @@
 # This file is autogenerated by pip-compile with Python 3.13
 # by the following command:
 #
-#    pip-compile --cert=None --client-cert=None --extra=runtime --index-url=None --output-file=requirements-runtime.txt --pip-args=None --strip-extras --unsafe-package=distribute --unsafe-package=localstack-core --unsafe-package=pip --unsafe-package=setuptools pyproject.toml
+#    pip-compile --extra=runtime --output-file=requirements-runtime.txt --strip-extras --unsafe-package=distribute --unsafe-package=localstack-core --unsafe-package=pip --unsafe-package=setuptools pyproject.toml
 #
 airspeed-ext==0.6.9
     # via localstack-core (pyproject.toml)
@@ -50,7 +50,7 @@ cachetools==6.2.1
     #   airspeed-ext
     #   localstack-core
     #   localstack-core (pyproject.toml)
-cbor2==5.7.0
+cbor2==5.7.1
     # via localstack-core
 certifi==2025.10.5
     # via
@@ -58,7 +58,7 @@ certifi==2025.10.5
     #   requests
 cffi==2.0.0
     # via cryptography
-cfn-lint==1.40.2
+cfn-lint==1.40.3
     # via moto-ext
 charset-normalizer==3.4.4
     # via requests
@@ -227,7 +227,7 @@ priority==1.3.0
     # via
     #   hypercorn
     #   localstack-twisted
-psutil==7.1.1
+psutil==7.1.2
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
@@ -260,7 +260,7 @@ python-dateutil==2.9.0.post0
     #   localstack-core
     #   moto-ext
     #   opensearch-py
-python-dotenv==1.1.1
+python-dotenv==1.2.1
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
@@ -280,7 +280,7 @@ referencing==0.36.2
     #   jsonschema
     #   jsonschema-path
     #   jsonschema-specifications
-regex==2025.10.22
+regex==2025.10.23
     # via cfn-lint
 requests==2.32.5
     # via
@@ -307,7 +307,7 @@ rich==14.2.0
     #   localstack-core (pyproject.toml)
 rolo==0.7.6
     # via localstack-core
-rpds-py==0.27.1
+rpds-py==0.28.0
     # via
     #   jsonschema
     #   referencing
diff --git a/requirements-test.txt b/requirements-test.txt
index 2339d451d3e76..311dd982a505f 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -2,7 +2,7 @@
 # This file is autogenerated by pip-compile with Python 3.13
 # by the following command:
 #
-#    pip-compile --cert=None --client-cert=None --extra=test --index-url=None --output-file=requirements-test.txt --pip-args=None --strip-extras --unsafe-package=distribute --unsafe-package=localstack-core --unsafe-package=pip --unsafe-package=setuptools pyproject.toml
+#    pip-compile --extra=test --output-file=requirements-test.txt --strip-extras --unsafe-package=distribute --unsafe-package=localstack-core --unsafe-package=pip --unsafe-package=setuptools pyproject.toml
 #
 airspeed-ext==0.6.9
     # via localstack-core
@@ -29,9 +29,9 @@ aws-cdk-asset-awscli-v1==2.2.242
     # via aws-cdk-lib
 aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
-aws-cdk-cloud-assembly-schema==48.15.0
+aws-cdk-cloud-assembly-schema==48.16.0
     # via aws-cdk-lib
-aws-cdk-lib==2.220.0
+aws-cdk-lib==2.221.0
     # via localstack-core (pyproject.toml)
 aws-sam-translator==1.101.0
     # via
@@ -62,9 +62,9 @@ cachetools==6.2.1
     #   airspeed-ext
     #   localstack-core
     #   localstack-core (pyproject.toml)
-cattrs==25.2.0
+cattrs==25.3.0
     # via jsii
-cbor2==5.7.0
+cbor2==5.7.1
     # via localstack-core
 certifi==2025.10.5
     # via
@@ -74,7 +74,7 @@ certifi==2025.10.5
     #   requests
 cffi==2.0.0
     # via cryptography
-cfn-lint==1.40.2
+cfn-lint==1.40.3
     # via moto-ext
 charset-normalizer==3.4.4
     # via requests
@@ -175,7 +175,7 @@ joserfc==1.4.0
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core
-jsii==1.116.0
+jsii==1.117.0
     # via
     #   aws-cdk-asset-awscli-v1
     #   aws-cdk-asset-node-proxy-agent-v6
@@ -281,7 +281,7 @@ priority==1.3.0
     # via
     #   hypercorn
     #   localstack-twisted
-psutil==7.1.1
+psutil==7.1.2
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
@@ -338,7 +338,7 @@ python-dateutil==2.9.0.post0
     #   localstack-core
     #   moto-ext
     #   opensearch-py
-python-dotenv==1.1.1
+python-dotenv==1.2.1
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
@@ -358,7 +358,7 @@ referencing==0.36.2
     #   jsonschema
     #   jsonschema-path
     #   jsonschema-specifications
-regex==2025.10.22
+regex==2025.10.23
     # via cfn-lint
 requests==2.32.5
     # via
@@ -386,7 +386,7 @@ rich==14.2.0
     #   localstack-core (pyproject.toml)
 rolo==0.7.6
     # via localstack-core
-rpds-py==0.27.1
+rpds-py==0.28.0
     # via
     #   jsonschema
     #   referencing
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index 2fcb87e6f0047..1eda9f4139f47 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -2,7 +2,7 @@
 # This file is autogenerated by pip-compile with Python 3.13
 # by the following command:
 #
-#    pip-compile --cert=None --client-cert=None --extra=typehint --index-url=None --output-file=requirements-typehint.txt --pip-args=None --strip-extras --unsafe-package=distribute --unsafe-package=localstack-core --unsafe-package=pip --unsafe-package=setuptools pyproject.toml
+#    pip-compile --extra=typehint --output-file=requirements-typehint.txt --strip-extras --unsafe-package=distribute --unsafe-package=localstack-core --unsafe-package=pip --unsafe-package=setuptools pyproject.toml
 #
 airspeed-ext==0.6.9
     # via localstack-core
@@ -29,9 +29,9 @@ aws-cdk-asset-awscli-v1==2.2.242
     # via aws-cdk-lib
 aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
-aws-cdk-cloud-assembly-schema==48.15.0
+aws-cdk-cloud-assembly-schema==48.16.0
     # via aws-cdk-lib
-aws-cdk-lib==2.220.0
+aws-cdk-lib==2.221.0
     # via localstack-core
 aws-sam-translator==1.101.0
     # via
@@ -49,7 +49,7 @@ boto3==1.40.55
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-boto3-stubs==1.40.55
+boto3-stubs==1.40.60
     # via localstack-core (pyproject.toml)
 botocore==1.40.55
     # via
@@ -59,16 +59,16 @@ botocore==1.40.55
     #   localstack-core
     #   moto-ext
     #   s3transfer
-botocore-stubs==1.40.55
+botocore-stubs==1.40.60
     # via boto3-stubs
 cachetools==6.2.1
     # via
     #   airspeed-ext
     #   localstack-core
     #   localstack-core (pyproject.toml)
-cattrs==25.2.0
+cattrs==25.3.0
     # via jsii
-cbor2==5.7.0
+cbor2==5.7.1
     # via localstack-core
 certifi==2025.10.5
     # via
@@ -80,7 +80,7 @@ cffi==2.0.0
     # via cryptography
 cfgv==3.4.0
     # via pre-commit
-cfn-lint==1.40.2
+cfn-lint==1.40.3
     # via moto-ext
 charset-normalizer==3.4.4
     # via requests
@@ -110,7 +110,7 @@ cryptography==46.0.3
     #   localstack-core (pyproject.toml)
     #   moto-ext
     #   pyopenssl
-cython==3.1.5
+cython==3.1.6
     # via localstack-core
 decorator==5.2.1
     # via jsonpath-rw
@@ -198,7 +198,7 @@ joserfc==1.4.0
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core
-jsii==1.116.0
+jsii==1.117.0
     # via
     #   aws-cdk-asset-awscli-v1
     #   aws-cdk-asset-node-proxy-agent-v6
@@ -264,7 +264,7 @@ multipart==1.3.0
     # via moto-ext
 mypy==1.18.2
     # via localstack-core
-mypy-boto3-acm==1.40.0
+mypy-boto3-acm==1.40.59
     # via boto3-stubs
 mypy-boto3-acm-pca==1.40.54
     # via boto3-stubs
@@ -278,31 +278,31 @@ mypy-boto3-appconfig==1.40.0
     # via boto3-stubs
 mypy-boto3-appconfigdata==1.40.55
     # via boto3-stubs
-mypy-boto3-application-autoscaling==1.40.0
+mypy-boto3-application-autoscaling==1.40.58
     # via boto3-stubs
 mypy-boto3-appsync==1.40.0
     # via boto3-stubs
-mypy-boto3-athena==1.40.0
+mypy-boto3-athena==1.40.60
     # via boto3-stubs
-mypy-boto3-autoscaling==1.40.27
+mypy-boto3-autoscaling==1.40.57
     # via boto3-stubs
 mypy-boto3-backup==1.40.52
     # via boto3-stubs
 mypy-boto3-batch==1.40.54
     # via boto3-stubs
-mypy-boto3-ce==1.40.40
+mypy-boto3-ce==1.40.60
     # via boto3-stubs
 mypy-boto3-cloudcontrol==1.40.0
     # via boto3-stubs
-mypy-boto3-cloudformation==1.40.44
+mypy-boto3-cloudformation==1.40.57
     # via boto3-stubs
 mypy-boto3-cloudfront==1.40.55
     # via boto3-stubs
-mypy-boto3-cloudtrail==1.40.0
+mypy-boto3-cloudtrail==1.40.59
     # via boto3-stubs
 mypy-boto3-cloudwatch==1.40.38
     # via boto3-stubs
-mypy-boto3-codebuild==1.40.8
+mypy-boto3-codebuild==1.40.58
     # via boto3-stubs
 mypy-boto3-codecommit==1.40.18
     # via boto3-stubs
@@ -310,39 +310,39 @@ mypy-boto3-codeconnections==1.40.2
     # via boto3-stubs
 mypy-boto3-codedeploy==1.40.20
     # via boto3-stubs
-mypy-boto3-codepipeline==1.40.0
+mypy-boto3-codepipeline==1.40.59
     # via boto3-stubs
-mypy-boto3-codestar-connections==1.40.18
+mypy-boto3-codestar-connections==1.40.58
     # via boto3-stubs
-mypy-boto3-cognito-identity==1.40.15
+mypy-boto3-cognito-identity==1.40.57
     # via boto3-stubs
-mypy-boto3-cognito-idp==1.40.14
+mypy-boto3-cognito-idp==1.40.60
     # via boto3-stubs
-mypy-boto3-dms==1.40.43
+mypy-boto3-dms==1.40.58
     # via boto3-stubs
-mypy-boto3-docdb==1.40.53
+mypy-boto3-docdb==1.40.59
     # via boto3-stubs
-mypy-boto3-dynamodb==1.40.44
+mypy-boto3-dynamodb==1.40.56
     # via boto3-stubs
-mypy-boto3-dynamodbstreams==1.40.40
+mypy-boto3-dynamodbstreams==1.40.59
     # via boto3-stubs
-mypy-boto3-ec2==1.40.55
+mypy-boto3-ec2==1.40.57
     # via boto3-stubs
-mypy-boto3-ecr==1.40.0
+mypy-boto3-ecr==1.40.58
     # via boto3-stubs
 mypy-boto3-ecs==1.40.43
     # via boto3-stubs
 mypy-boto3-efs==1.40.0
     # via boto3-stubs
-mypy-boto3-eks==1.40.36
+mypy-boto3-eks==1.40.59
     # via boto3-stubs
 mypy-boto3-elasticache==1.40.19
     # via boto3-stubs
-mypy-boto3-elasticbeanstalk==1.40.15
+mypy-boto3-elasticbeanstalk==1.40.60
     # via boto3-stubs
 mypy-boto3-elbv2==1.40.53
     # via boto3-stubs
-mypy-boto3-emr==1.40.0
+mypy-boto3-emr==1.40.56
     # via boto3-stubs
 mypy-boto3-emr-serverless==1.40.0
     # via boto3-stubs
@@ -352,49 +352,49 @@ mypy-boto3-events==1.40.55
     # via boto3-stubs
 mypy-boto3-firehose==1.40.0
     # via boto3-stubs
-mypy-boto3-fis==1.40.20
+mypy-boto3-fis==1.40.59
     # via boto3-stubs
 mypy-boto3-glacier==1.40.18
     # via boto3-stubs
 mypy-boto3-glue==1.40.50
     # via boto3-stubs
-mypy-boto3-iam==1.40.0
+mypy-boto3-iam==1.40.60
     # via boto3-stubs
 mypy-boto3-identitystore==1.40.54
     # via boto3-stubs
-mypy-boto3-iot==1.40.0
+mypy-boto3-iot==1.40.57
     # via boto3-stubs
 mypy-boto3-iot-data==1.40.55
     # via boto3-stubs
-mypy-boto3-iotanalytics==1.40.16
+mypy-boto3-iotanalytics==1.40.57
     # via boto3-stubs
-mypy-boto3-iotwireless==1.40.0
+mypy-boto3-iotwireless==1.40.59
     # via boto3-stubs
 mypy-boto3-kafka==1.40.54
     # via boto3-stubs
-mypy-boto3-kinesis==1.40.0
+mypy-boto3-kinesis==1.40.60
     # via boto3-stubs
-mypy-boto3-kinesisanalytics==1.40.17
+mypy-boto3-kinesisanalytics==1.40.59
     # via boto3-stubs
-mypy-boto3-kinesisanalyticsv2==1.40.14
+mypy-boto3-kinesisanalyticsv2==1.40.57
     # via boto3-stubs
 mypy-boto3-kms==1.40.54
     # via boto3-stubs
 mypy-boto3-lakeformation==1.40.55
     # via boto3-stubs
-mypy-boto3-lambda==1.40.50
+mypy-boto3-lambda==1.40.58
     # via boto3-stubs
 mypy-boto3-logs==1.40.32
     # via boto3-stubs
-mypy-boto3-managedblockchain==1.40.15
+mypy-boto3-managedblockchain==1.40.60
     # via boto3-stubs
-mypy-boto3-mediaconvert==1.40.17
+mypy-boto3-mediaconvert==1.40.56
     # via boto3-stubs
-mypy-boto3-mediastore==1.40.17
+mypy-boto3-mediastore==1.40.59
     # via boto3-stubs
-mypy-boto3-mq==1.40.23
+mypy-boto3-mq==1.40.59
     # via boto3-stubs
-mypy-boto3-mwaa==1.40.0
+mypy-boto3-mwaa==1.40.57
     # via boto3-stubs
 mypy-boto3-neptune==1.40.38
     # via boto3-stubs
@@ -404,7 +404,7 @@ mypy-boto3-organizations==1.40.55
     # via boto3-stubs
 mypy-boto3-pi==1.40.55
     # via boto3-stubs
-mypy-boto3-pinpoint==1.40.18
+mypy-boto3-pinpoint==1.40.60
     # via boto3-stubs
 mypy-boto3-pipes==1.40.0
     # via boto3-stubs
@@ -414,47 +414,47 @@ mypy-boto3-qldb-session==1.40.54
     # via boto3-stubs
 mypy-boto3-rds==1.40.50
     # via boto3-stubs
-mypy-boto3-rds-data==1.40.0
+mypy-boto3-rds-data==1.40.60
     # via boto3-stubs
 mypy-boto3-redshift==1.40.40
     # via boto3-stubs
-mypy-boto3-redshift-data==1.40.0
+mypy-boto3-redshift-data==1.40.57
     # via boto3-stubs
 mypy-boto3-resource-groups==1.40.15
     # via boto3-stubs
 mypy-boto3-resourcegroupstaggingapi==1.40.17
     # via boto3-stubs
-mypy-boto3-route53==1.40.23
+mypy-boto3-route53==1.40.57
     # via boto3-stubs
-mypy-boto3-route53resolver==1.40.0
+mypy-boto3-route53resolver==1.40.60
     # via boto3-stubs
 mypy-boto3-s3==1.40.26
     # via boto3-stubs
 mypy-boto3-s3control==1.40.31
     # via boto3-stubs
-mypy-boto3-sagemaker==1.40.27
+mypy-boto3-sagemaker==1.40.59
     # via boto3-stubs
 mypy-boto3-sagemaker-runtime==1.40.17
     # via boto3-stubs
-mypy-boto3-secretsmanager==1.40.0
+mypy-boto3-secretsmanager==1.40.60
     # via boto3-stubs
 mypy-boto3-serverlessrepo==1.40.17
     # via boto3-stubs
-mypy-boto3-servicediscovery==1.40.10
+mypy-boto3-servicediscovery==1.40.59
     # via boto3-stubs
-mypy-boto3-ses==1.40.20
+mypy-boto3-ses==1.40.60
     # via boto3-stubs
-mypy-boto3-sesv2==1.40.0
+mypy-boto3-sesv2==1.40.58
     # via boto3-stubs
-mypy-boto3-sns==1.40.1
+mypy-boto3-sns==1.40.57
     # via boto3-stubs
 mypy-boto3-sqs==1.40.35
     # via boto3-stubs
 mypy-boto3-ssm==1.40.54
     # via boto3-stubs
-mypy-boto3-sso-admin==1.40.37
+mypy-boto3-sso-admin==1.40.60
     # via boto3-stubs
-mypy-boto3-stepfunctions==1.40.0
+mypy-boto3-stepfunctions==1.40.60
     # via boto3-stubs
 mypy-boto3-sts==1.40.0
     # via boto3-stubs
@@ -464,7 +464,7 @@ mypy-boto3-timestream-write==1.40.55
     # via boto3-stubs
 mypy-boto3-transcribe==1.40.52
     # via boto3-stubs
-mypy-boto3-verifiedpermissions==1.40.24
+mypy-boto3-verifiedpermissions==1.40.59
     # via boto3-stubs
 mypy-boto3-wafv2==1.40.49
     # via boto3-stubs
@@ -532,7 +532,7 @@ priority==1.3.0
     # via
     #   hypercorn
     #   localstack-twisted
-psutil==7.1.1
+psutil==7.1.2
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
@@ -591,7 +591,7 @@ python-dateutil==2.9.0.post0
     #   localstack-core
     #   moto-ext
     #   opensearch-py
-python-dotenv==1.1.1
+python-dotenv==1.2.1
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
@@ -612,7 +612,7 @@ referencing==0.36.2
     #   jsonschema
     #   jsonschema-path
     #   jsonschema-specifications
-regex==2025.10.22
+regex==2025.10.23
     # via cfn-lint
 requests==2.32.5
     # via
@@ -643,7 +643,7 @@ rich==14.2.0
     #   localstack-core (pyproject.toml)
 rolo==0.7.6
     # via localstack-core
-rpds-py==0.27.1
+rpds-py==0.28.0
     # via
     #   jsonschema
     #   referencing
@@ -651,7 +651,7 @@ rsa==4.7.2
     # via awscli
 rstr==3.2.2
     # via localstack-core
-ruff==0.14.1
+ruff==0.14.2
     # via localstack-core
 s3transfer==0.14.0
     # via

From 1efc7e82826d0a68bbeb3d558d6a41f1249f0e97 Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Tue, 28 Oct 2025 15:56:51 +0100
Subject: [PATCH 340/697] S3: fix concurrency issue with versioned bucket and
 precondition (#13299)

---
 .../localstack/services/s3/provider.py        | 29 ++++++++++++++++++-
 1 file changed, 28 insertions(+), 1 deletion(-)

diff --git a/localstack-core/localstack/services/s3/provider.py b/localstack-core/localstack/services/s3/provider.py
index 668c35dd16196..9f65e9816a8de 100644
--- a/localstack-core/localstack/services/s3/provider.py
+++ b/localstack-core/localstack/services/s3/provider.py
@@ -1,4 +1,5 @@
 import base64
+import contextlib
 import copy
 import datetime
 import json
@@ -8,6 +9,7 @@
 from inspect import signature
 from io import BytesIO
 from operator import itemgetter
+from threading import RLock
 from typing import IO
 from urllib import parse as urlparse
 from zoneinfo import ZoneInfo
@@ -340,6 +342,8 @@ def __init__(self, storage_backend: S3ObjectStore = None) -> None:
         self._storage_backend = storage_backend or EphemeralS3ObjectStore(DEFAULT_S3_TMP_DIR)
         self._notification_dispatcher = NotificationDispatcher()
         self._cors_handler = S3CorsHandler(BucketCorsIndex())
+        # TODO: add lock for keys for PutObject, only way to support precondition writes for versioned buckets
+        self._preconditions_locks = defaultdict(lambda: defaultdict(RLock))
 
         # runtime cache of Lifecycle Expiration headers, as they need to be calculated everytime we fetch an object
         # in case the rules have changed
@@ -590,6 +594,7 @@ def delete_bucket(
         store.global_bucket_map.pop(bucket)
         self._cors_handler.invalidate_cache()
         self._expiration_cache.pop(bucket, None)
+        self._preconditions_locks.pop(bucket, None)
         # clean up the storage backend
         self._storage_backend.delete_bucket(bucket)
 
@@ -750,6 +755,12 @@ def put_object(
             system_metadata["ContentType"] = "binary/octet-stream"
 
         version_id = generate_version_id(s3_bucket.versioning_status)
+        if version_id != "null":
+            # if we are in a versioned bucket, we need to lock around the full key (all the versions)
+            # because object versions have locks per version
+            precondition_lock = self._preconditions_locks[bucket_name][key]
+        else:
+            precondition_lock = contextlib.nullcontext()
 
         etag_content_md5 = ""
         if content_md5 := request.get("ContentMD5"):
@@ -832,7 +843,10 @@ def put_object(
                 if encodings:
                     s3_object.system_metadata["ContentEncoding"] = ",".join(encodings)
 
-        with self._storage_backend.open(bucket_name, s3_object, mode="w") as s3_stored_object:
+        with (
+            precondition_lock,
+            self._storage_backend.open(bucket_name, s3_object, mode="w") as s3_stored_object,
+        ):
             # as we are inside the lock here, if multiple concurrent requests happen for the same object, it's the first
             # one to finish to succeed, and subsequent will raise exceptions. Once the first write finishes, we're
             # opening the lock and other requests can check this condition
@@ -1304,6 +1318,10 @@ def delete_object(
             store.TAGS.tags.pop(get_unique_key_id(bucket, key, version_id), None)
         self._notify(context, s3_bucket=s3_bucket, s3_object=s3_object)
 
+        if key not in s3_bucket.objects:
+            # we clean up keys that do not have any object versions in them anymore
+            self._preconditions_locks[bucket].pop(key, None)
+
         return response
 
     def delete_objects(
@@ -1337,6 +1355,7 @@ def delete_objects(
         errors = []
 
         to_remove = []
+        versioned_keys = set()
         for to_delete_object in objects:
             object_key = to_delete_object.get("Key")
             version_id = to_delete_object.get("VersionId")
@@ -1417,6 +1436,8 @@ def delete_objects(
                 continue
 
             s3_bucket.objects.pop(object_key=object_key, version_id=version_id)
+            versioned_keys.add(object_key)
+
             if not quiet:
                 deleted_object = DeletedObject(
                     Key=object_key,
@@ -1434,6 +1455,11 @@ def delete_objects(
             self._notify(context, s3_bucket=s3_bucket, s3_object=found_object)
             store.TAGS.tags.pop(get_unique_key_id(bucket, object_key, version_id), None)
 
+        for versioned_key in versioned_keys:
+            # we clean up keys that do not have any object versions in them anymore
+            if versioned_key not in s3_bucket.objects:
+                self._preconditions_locks[bucket].pop(versioned_key, None)
+
         # TODO: request charged
         self._storage_backend.remove(bucket, to_remove)
         response: DeleteObjectsOutput = {}
@@ -2649,6 +2675,7 @@ def complete_multipart_upload(
             )
 
         elif if_none_match:
+            # TODO: improve concurrency mechanism for `if_none_match` and `if_match`
             if if_none_match != "*":
                 raise NotImplementedException(
                     "A header you provided implies functionality that is not implemented",

From 23de0f8070f022273f87b168ff6bd10c14773d0a Mon Sep 17 00:00:00 2001
From: Daniel Fangl <daniel.fangl@localstack.cloud>
Date: Tue, 28 Oct 2025 18:02:44 +0100
Subject: [PATCH 341/697] Increase DNS server startup priority (#13314)

---
 localstack-core/localstack/dns/plugins.py | 6 +++++-
 1 file changed, 5 insertions(+), 1 deletion(-)

diff --git a/localstack-core/localstack/dns/plugins.py b/localstack-core/localstack/dns/plugins.py
index 05566573cfec8..7353c0ecf3594 100644
--- a/localstack-core/localstack/dns/plugins.py
+++ b/localstack-core/localstack/dns/plugins.py
@@ -11,8 +11,12 @@
 """Make sure the DNS server is shut down after the ON_AFTER_SERVICE_SHUTDOWN_HANDLERS, which in turn is after
 SERVICE_SHUTDOWN_PRIORITY. Currently this value needs to be less than -20"""
 
+DNS_START_PRIORITY = 20
+"""Make sure the DNS server is started before the pro activation, to ensure proper DNS resolution for the activate call,
+if the resolv.conf is set to localhost from outside the container"""
 
-@hooks.on_infra_start(priority=10)
+
+@hooks.on_infra_start(priority=DNS_START_PRIORITY)
 def start_dns_server():
     try:
         from localstack.dns import server

From d87d07516ff9afd4352b5229a15d32c1f8fccc38 Mon Sep 17 00:00:00 2001
From: Bernhard Matyas <90144234+baermat@users.noreply.github.com>
Date: Wed, 29 Oct 2025 13:05:57 +0100
Subject: [PATCH 342/697] Sns:v2 platform application crud (#13312)

---
 .../localstack/services/sns/constants.py      |   5 +
 .../localstack/services/sns/v2/models.py      |   6 +
 .../localstack/services/sns/v2/provider.py    | 162 +++++++++-
 .../localstack/services/sns/v2/utils.py       |  16 +-
 localstack-core/localstack/utils/aws/arns.py  |   6 +
 tests/aws/services/sns/test_sns.py            | 174 ++++++++++
 tests/aws/services/sns/test_sns.snapshot.json | 300 ++++++++++++++++++
 .../aws/services/sns/test_sns.validation.json | 207 ++++++++++++
 8 files changed, 869 insertions(+), 7 deletions(-)

diff --git a/localstack-core/localstack/services/sns/constants.py b/localstack-core/localstack/services/sns/constants.py
index f05e43c2d6d1e..4fdab84c8c93e 100644
--- a/localstack-core/localstack/services/sns/constants.py
+++ b/localstack-core/localstack/services/sns/constants.py
@@ -1,5 +1,8 @@
 import re
 from string import ascii_letters, digits
+from typing import get_args
+
+from localstack.services.sns.v2.models import SnsApplicationPlatforms
 
 SNS_PROTOCOLS = [
     "http",
@@ -40,3 +43,5 @@
 
 DUMMY_SUBSCRIPTION_PRINCIPAL = "arn:{partition}:iam::{account_id}:user/DummySNSPrincipal"
 E164_REGEX = re.compile(r"^\+?[1-9]\d{1,14}$")
+
+VALID_APPLICATION_PLATFORMS = list(get_args(SnsApplicationPlatforms))
diff --git a/localstack-core/localstack/services/sns/v2/models.py b/localstack-core/localstack/services/sns/v2/models.py
index 16fc6c6589010..18773459742fe 100644
--- a/localstack-core/localstack/services/sns/v2/models.py
+++ b/localstack-core/localstack/services/sns/v2/models.py
@@ -6,6 +6,7 @@
 
 from localstack.aws.api.sns import (
     MessageAttributeMap,
+    PlatformApplication,
     PublishBatchRequestEntry,
     TopicAttributesMap,
     subscriptionARN,
@@ -36,6 +37,8 @@ class Topic(TypedDict, total=True):
 SnsApplicationPlatforms = Literal[
     "APNS", "APNS_SANDBOX", "ADM", "FCM", "Baidu", "GCM", "MPNS", "WNS"
 ]
+
+
 SMS_ATTRIBUTE_NAMES = [
     "DeliveryStatusIAMRole",
     "DeliveryStatusSuccessSamplingRate",
@@ -152,6 +155,9 @@ class SnsStore(BaseStore):
     # maps confirmation token to subscription ARN
     subscription_tokens: dict[str, str] = LocalAttribute(default=dict)
 
+    # maps platform application arns to platform applications
+    platform_applications: dict[str, PlatformApplication] = LocalAttribute(default=dict)
+
     # topic/subscription independent default values for sending sms messages
     sms_attributes: dict[str, str] = LocalAttribute(default=dict)
 
diff --git a/localstack-core/localstack/services/sns/v2/provider.py b/localstack-core/localstack/services/sns/v2/provider.py
index f83052476a061..515f7a44d6922 100644
--- a/localstack-core/localstack/services/sns/v2/provider.py
+++ b/localstack-core/localstack/services/sns/v2/provider.py
@@ -6,15 +6,19 @@
 
 from botocore.utils import InvalidArnException
 
-from localstack.aws.api import RequestContext
+from localstack.aws.api import CommonServiceException, RequestContext
 from localstack.aws.api.sns import (
     AmazonResourceName,
     ConfirmSubscriptionResponse,
+    CreatePlatformApplicationResponse,
     CreateTopicResponse,
+    GetPlatformApplicationAttributesResponse,
     GetSMSAttributesResponse,
     GetSubscriptionAttributesResponse,
     GetTopicAttributesResponse,
     InvalidParameterException,
+    ListEndpointsByPlatformApplicationResponse,
+    ListPlatformApplicationsResponse,
     ListString,
     ListSubscriptionsByTopicResponse,
     ListSubscriptionsResponse,
@@ -22,6 +26,7 @@
     ListTopicsResponse,
     MapStringToString,
     NotFoundException,
+    PlatformApplication,
     SetSMSAttributesResponse,
     SnsApi,
     String,
@@ -45,7 +50,10 @@
 )
 from localstack.services.sns import constants as sns_constants
 from localstack.services.sns.certificate import SNS_SERVER_CERT
-from localstack.services.sns.constants import DUMMY_SUBSCRIPTION_PRINCIPAL
+from localstack.services.sns.constants import (
+    DUMMY_SUBSCRIPTION_PRINCIPAL,
+    VALID_APPLICATION_PLATFORMS,
+)
 from localstack.services.sns.filter import FilterPolicyValidator
 from localstack.services.sns.publisher import PublishDispatcher, SnsPublishContext
 from localstack.services.sns.v2.models import (
@@ -65,10 +73,16 @@
     get_next_page_token_from_arn,
     get_region_from_subscription_token,
     is_valid_e164_number,
+    parse_and_validate_platform_application_arn,
     parse_and_validate_topic_arn,
     validate_subscription_attribute,
 )
-from localstack.utils.aws.arns import get_partition, parse_arn, sns_topic_arn
+from localstack.utils.aws.arns import (
+    get_partition,
+    parse_arn,
+    sns_platform_application_arn,
+    sns_topic_arn,
+)
 from localstack.utils.collections import PaginatedList, select_from_typed_dict
 
 # set up logger
@@ -535,6 +549,115 @@ def list_subscriptions_by_topic(
             response["NextToken"] = next_token
         return response
 
+    #
+    # PlatformApplications
+    #
+    def create_platform_application(
+        self,
+        context: RequestContext,
+        name: String,
+        platform: String,
+        attributes: MapStringToString,
+        **kwargs,
+    ) -> CreatePlatformApplicationResponse:
+        _validate_platform_application_name(name)
+        if platform not in VALID_APPLICATION_PLATFORMS:
+            raise InvalidParameterException(
+                f"Invalid parameter: Platform Reason: {platform} is not supported"
+            )
+
+        _validate_platform_application_attributes(attributes)
+
+        # attribute validation specific to create_platform_application
+        if "PlatformCredential" in attributes and "PlatformPrincipal" not in attributes:
+            raise InvalidParameterException(
+                "Invalid parameter: Attributes Reason: PlatformCredential attribute provided without PlatformPrincipal"
+            )
+
+        elif "PlatformPrincipal" in attributes and "PlatformCredential" not in attributes:
+            raise InvalidParameterException(
+                "Invalid parameter: Attributes Reason: PlatformPrincipal attribute provided without PlatformCredential"
+            )
+
+        store = self.get_store(context.account_id, context.region)
+        # We are not validating the access data here like AWS does (against ADM and the like)
+        attributes.pop("PlatformPrincipal")
+        attributes.pop("PlatformCredential")
+        _attributes = {"Enabled": "true"}
+        _attributes.update(attributes)
+        application_arn = sns_platform_application_arn(
+            platform_application_name=name,
+            platform=platform,
+            account_id=context.account_id,
+            region_name=context.region,
+        )
+        platform_application = PlatformApplication(
+            PlatformApplicationArn=application_arn, Attributes=_attributes
+        )
+        store.platform_applications[application_arn] = platform_application
+        return CreatePlatformApplicationResponse(**platform_application)
+
+    def delete_platform_application(
+        self, context: RequestContext, platform_application_arn: String, **kwargs
+    ) -> None:
+        store = self.get_store(context.account_id, context.region)
+        store.platform_applications.pop(platform_application_arn, None)
+
+    def list_platform_applications(
+        self, context: RequestContext, next_token: String | None = None, **kwargs
+    ) -> ListPlatformApplicationsResponse:
+        store = self.get_store(context.account_id, context.region)
+        platform_applications = store.platform_applications.values()
+        paginated_applications = PaginatedList(platform_applications)
+        page, token = paginated_applications.get_page(
+            token_generator=lambda x: get_next_page_token_from_arn(x["PlatformApplicationArn"]),
+            page_size=100,
+            next_token=next_token,
+        )
+
+        response = ListPlatformApplicationsResponse(PlatformApplications=page)
+        if token:
+            response["NextToken"] = token
+        return response
+
+    def get_platform_application_attributes(
+        self, context: RequestContext, platform_application_arn: String, **kwargs
+    ) -> GetPlatformApplicationAttributesResponse:
+        platform_application = self._get_platform_application(platform_application_arn, context)
+        attributes = platform_application["Attributes"]
+        return GetPlatformApplicationAttributesResponse(Attributes=attributes)
+
+    def set_platform_application_attributes(
+        self,
+        context: RequestContext,
+        platform_application_arn: String,
+        attributes: MapStringToString,
+        **kwargs,
+    ) -> None:
+        parse_and_validate_platform_application_arn(platform_application_arn)
+        _validate_platform_application_attributes(attributes)
+
+        platform_application = self._get_platform_application(platform_application_arn, context)
+        platform_application["Attributes"].update(attributes)
+
+    #
+    # Platform Endpoints
+    #
+
+    def list_endpoints_by_platform_application(
+        self,
+        context: RequestContext,
+        platform_application_arn: String,
+        next_token: String | None = None,
+        **kwargs,
+    ) -> ListEndpointsByPlatformApplicationResponse:
+        # TODO: stub so cleanup fixture won't fail
+        return ListEndpointsByPlatformApplicationResponse(Endpoints=[])
+
+    #
+    # Sms operations
+    #
+
     def set_sms_attributes(
         self, context: RequestContext, attributes: MapStringToString, **kwargs
     ) -> SetSMSAttributesResponse:
@@ -606,6 +729,17 @@ def _get_topic(arn: str, context: RequestContext) -> Topic:
         except KeyError:
             raise NotFoundException("Topic does not exist")
 
+    @staticmethod
+    def _get_platform_application(
+        platform_application_arn: str, context: RequestContext
+    ) -> PlatformApplication:
+        parse_and_validate_platform_application_arn(platform_application_arn)
+        try:
+            store = SnsProvider.get_store(context.account_id, context.region)
+            return store.platform_applications[platform_application_arn]
+        except KeyError:
+            raise NotFoundException("PlatformApplication does not exist")
+
 
 def _create_topic(name: str, attributes: dict, context: RequestContext) -> Topic:
     topic_arn = sns_topic_arn(
@@ -673,6 +807,28 @@ def _create_default_topic_policy(topic: Topic, context: RequestContext) -> str:
     )
 
 
+def _validate_platform_application_name(name: str) -> None:
+    reason = ""
+    if not name:
+        reason = "cannot be empty"
+    elif not re.match(r"^.{0,256}$", name):
+        reason = "must be at most 256 characters long"
+    elif not re.match(r"^[A-Za-z0-9._-]+$", name):
+        reason = "must contain only characters 'a'-'z', 'A'-'Z', '0'-'9', '_', '-', and '.'"
+
+    if reason:
+        raise InvalidParameterException(f"Invalid parameter: {name} Reason: {reason}")
+
+
+def _validate_platform_application_attributes(attributes: dict) -> None:
+    if not attributes:
+        raise CommonServiceException(
+            code="ValidationError",
+            message="1 validation error detected: Value null at 'attributes' failed to satisfy constraint: Member must not be null",
+            sender_fault=True,
+        )
+
+
 def _validate_sms_attributes(attributes: dict) -> None:
     for k, v in attributes.items():
         if k not in SMS_ATTRIBUTE_NAMES:
diff --git a/localstack-core/localstack/services/sns/v2/utils.py b/localstack-core/localstack/services/sns/v2/utils.py
index 394f0637d1932..6668a9724452b 100644
--- a/localstack-core/localstack/services/sns/v2/utils.py
+++ b/localstack-core/localstack/services/sns/v2/utils.py
@@ -11,13 +11,21 @@
 
 
 def parse_and_validate_topic_arn(topic_arn: str | None) -> ArnData:
-    topic_arn = topic_arn or ""
+    return _parse_and_validate_arn(topic_arn, "Topic")
+
+
+def parse_and_validate_platform_application_arn(platform_application_arn: str | None) -> ArnData:
+    return _parse_and_validate_arn(platform_application_arn, "PlatformApplication")
+
+
+def _parse_and_validate_arn(arn: str | None, resource_type: str) -> ArnData:
+    arn = arn or ""
     try:
-        return parse_arn(topic_arn)
+        return parse_arn(arn)
     except InvalidArnException:
-        count = len(topic_arn.split(":"))
+        count = len(arn.split(":"))
         raise InvalidParameterException(
-            f"Invalid parameter: TopicArn Reason: An ARN must have at least 6 elements, not {count}"
+            f"Invalid parameter: {resource_type}Arn Reason: An ARN must have at least 6 elements, not {count}"
         )
 
 
diff --git a/localstack-core/localstack/utils/aws/arns.py b/localstack-core/localstack/utils/aws/arns.py
index ef020c695577b..4b07d82e69611 100644
--- a/localstack-core/localstack/utils/aws/arns.py
+++ b/localstack-core/localstack/utils/aws/arns.py
@@ -476,6 +476,12 @@ def sns_topic_arn(topic_name: str, account_id: str, region_name: str) -> str:
     return f"arn:{get_partition(region_name)}:sns:{region_name}:{account_id}:{topic_name}"
 
 
+def sns_platform_application_arn(
+    platform_application_name: str, platform: str, account_id: str, region_name: str
+) -> str:
+    return f"arn:{get_partition(region_name)}:sns:{region_name}:{account_id}:app/{platform}/{platform_application_name}"
+
+
 #
 # ECR
 #
diff --git a/tests/aws/services/sns/test_sns.py b/tests/aws/services/sns/test_sns.py
index 2edf8e047c79d..1bd819a08c75d 100644
--- a/tests/aws/services/sns/test_sns.py
+++ b/tests/aws/services/sns/test_sns.py
@@ -3649,6 +3649,180 @@ def _get_messages(amount: int) -> list[dict]:
         assert messages[0]["Source"] == sender_address
 
 
+class TestSNSPlatformApplicationCrud:
+    @pytest.fixture(scope="class")
+    def platform_credentials(self) -> tuple[str, str]:
+        # these values need to be extracted from a real amazon developer account if tested against AWS
+        # https://developer.amazon.com/settings/console/securityprofile/overview.html
+        client_id = "dummy"
+        client_secret = "dummy"
+        return client_id, client_secret
+
+    @markers.aws.manual_setup_required
+    def test_create_platform_application(
+        self, aws_client, snapshot, sns_create_platform_application, platform_credentials
+    ):
+        platform = "ADM"
+        # if tested against AWS, the fixture needs to contain real credentials
+        client_id, client_secret = platform_credentials
+        attributes = {"PlatformPrincipal": client_id, "PlatformCredential": client_secret}
+        response = sns_create_platform_application(Platform=platform, Attributes=attributes)
+        snapshot.match("create-platform-application", response)
+
+    @pytest.mark.skipif(condition=is_sns_v1_provider(), reason="Parity gap with old provider")
+    @markers.aws.manual_setup_required
+    def test_list_platform_applications(
+        self, aws_client, snapshot, sns_create_platform_application, platform_credentials
+    ):
+        name = f"platform-application-{short_uid()}"
+        platform = "ADM"
+        # if tested against AWS, the fixture needs to contain real credentials
+        client_id, client_secret = platform_credentials
+        attributes = {"PlatformPrincipal": client_id, "PlatformCredential": client_secret}
+        sns_create_platform_application(Name=name, Platform=platform, Attributes=attributes)
+
+        response = aws_client.sns.list_platform_applications()
+        snapshot.match("list-platform-applications", response)
+
+    @pytest.mark.parametrize(
+        "attributes",
+        [
+            {},
+            {"PlatformPrincipal": "dummy"},
+            {"PlatformCredential": "dummy"},
+        ],
+        ids=["no-args", "missing-credential", "missing-principal"],
+    )
+    @pytest.mark.skipif(condition=is_sns_v1_provider(), reason="Parity gap with old provider")
+    @markers.aws.validated
+    def test_create_platform_application_invalid_attributes(self, aws_client, snapshot, attributes):
+        # We cannot actually verify the validity of the passed credentials, which is why it is not part of this test
+        name = f"platform-application-{short_uid()}"
+        platform = "ADM"
+        with pytest.raises(ClientError) as e:
+            aws_client.sns.create_platform_application(
+                Name=name, Platform=platform, Attributes=attributes
+            )
+        snapshot.match("platform-application-no-attributes", e.value.response)
+
+    @pytest.mark.skipif(condition=is_sns_v1_provider(), reason="Parity gap with old provider")
+    @pytest.mark.parametrize(
+        "name", [f"{'a' * 257}", "", "@name"], ids=["too-long", "empty", "invalid-char"]
+    )
+    @markers.aws.validated
+    def test_create_platform_application_invalid_name(self, aws_client, snapshot, name):
+        attributes = {"PlatformPrincipal": "dummy", "PlatformCredential": "dummy"}
+        platform = "ADM"
+        with pytest.raises(ClientError) as e:
+            aws_client.sns.create_platform_application(
+                Name=name, Platform=platform, Attributes=attributes
+            )
+        snapshot.match("invalid-application-name", e.value.response)
+
+    @pytest.mark.skipif(condition=is_sns_v1_provider(), reason="Parity gap with old provider")
+    @markers.aws.validated
+    def test_create_platform_application_invalid_platform(self, aws_client, snapshot):
+        attributes = {"PlatformPrincipal": "dummy", "PlatformCredential": "dummy"}
+
+        name = f"platform-application-{short_uid()}"
+        invalid_platform = "AAA"
+        with pytest.raises(ClientError) as e:
+            aws_client.sns.create_platform_application(
+                Name=name, Platform=invalid_platform, Attributes=attributes
+            )
+        snapshot.match("invalid-platform", e.value.response)
+
+    @pytest.mark.skipif(condition=is_sns_v1_provider(), reason="Parity gap with old provider")
+    @markers.aws.manual_setup_required
+    def test_get_platform_application_attributes(
+        self, aws_client, snapshot, sns_create_platform_application, platform_credentials
+    ):
+        name = f"platform-application-{short_uid()}"
+        platform = "ADM"
+        # if tested against AWS, the fixture needs to contain real credentials
+        client_id, client_secret = platform_credentials
+        attributes = {"PlatformPrincipal": client_id, "PlatformCredential": client_secret}
+        platform_application_arn = sns_create_platform_application(
+            Name=name, Platform=platform, Attributes=attributes
+        )["PlatformApplicationArn"]
+        response = aws_client.sns.get_platform_application_attributes(
+            PlatformApplicationArn=platform_application_arn
+        )
+        snapshot.match("get-application-attributes", response)
+
+    @pytest.mark.skipif(condition=is_sns_v1_provider(), reason="Parity gap with old provider")
+    @markers.aws.validated
+    def test_get_platform_application_attributes_invalid_arn(self, aws_client, snapshot):
+        with pytest.raises(ClientError) as e:
+            aws_client.sns.get_platform_application_attributes(PlatformApplicationArn="invalid-arn")
+        snapshot.match("invalid-application-arn", e.value.response)
+
+    @markers.aws.validated
+    def test_get_platform_application_attributes_non_existing_app(
+        self, aws_client, snapshot, account_id, region_name
+    ):
+        with pytest.raises(ClientError) as e:
+            aws_client.sns.get_platform_application_attributes(
+                PlatformApplicationArn=f"arn:aws:sns:{region_name}:{account_id}:app/ADM/NonExistingApp"
+            )
+        snapshot.match("non_existing-application-arn", e.value.response)
+
+    @pytest.mark.skipif(condition=is_sns_v1_provider(), reason="Parity gap with old provider")
+    @markers.aws.manual_setup_required
+    def test_set_platform_application_attributes(
+        self, aws_client, snapshot, sns_create_platform_application, platform_credentials
+    ):
+        name = f"platform-application-{short_uid()}"
+        platform = "ADM"
+        # if tested against AWS, the fixture needs to contain real credentials
+        client_id, client_secret = platform_credentials
+        attributes = {"PlatformPrincipal": client_id, "PlatformCredential": client_secret}
+        platform_application_arn = sns_create_platform_application(
+            Name=name, Platform=platform, Attributes=attributes
+        )["PlatformApplicationArn"]
+
+        attributes = {"SuccessFeedbackSampleRate": "50"}
+        aws_client.sns.set_platform_application_attributes(
+            Attributes=attributes, PlatformApplicationArn=platform_application_arn
+        )
+        # give the attributes time to propagate
+        if is_aws_cloud():
+            time.sleep(30)
+        response = aws_client.sns.get_platform_application_attributes(
+            PlatformApplicationArn=platform_application_arn
+        )
+        snapshot.match("set-get-application-attributes", response)
+
+    @pytest.mark.skipif(condition=is_sns_v1_provider(), reason="Parity gap with old provider")
+    @markers.aws.validated
+    def test_set_platform_application_attributes_invalid_arn(self, aws_client, snapshot):
+        with pytest.raises(ClientError) as e:
+            aws_client.sns.set_platform_application_attributes(
+                PlatformApplicationArn="invalid-arn", Attributes={}
+            )
+        snapshot.match("invalid-application-arn", e.value.response)
+
+    @pytest.mark.skipif(condition=is_sns_v1_provider(), reason="Parity gap with old provider")
+    @pytest.mark.parametrize(
+        "attributes",
+        [
+            {},
+            {"PlatformPrincipal": "dummy"},
+        ],
+        ids=["no-args", "dummy-args"],
+    )
+    @markers.aws.validated
+    def test_set_platform_application_attributes_non_existing_app(
+        self, aws_client, snapshot, account_id, region_name, attributes
+    ):
+        with pytest.raises(ClientError) as e:
+            aws_client.sns.set_platform_application_attributes(
+                PlatformApplicationArn=f"arn:aws:sns:{region_name}:{account_id}:app/ADM/NonExistingApp",
+                Attributes=attributes,
+            )
+        snapshot.match("non_existing-application-arn", e.value.response)
+
+
 class TestSNSPlatformEndpoint:
     @markers.aws.only_localstack
     @skip_if_sns_v2
diff --git a/tests/aws/services/sns/test_sns.snapshot.json b/tests/aws/services/sns/test_sns.snapshot.json
index 018e3cb265644..8e20dae06ba71 100644
--- a/tests/aws/services/sns/test_sns.snapshot.json
+++ b/tests/aws/services/sns/test_sns.snapshot.json
@@ -6047,5 +6047,305 @@
         }
       }
     }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformApplicationCrud::test_create_platform_application": {
+    "recorded-date": "29-10-2025, 09:14:55",
+    "recorded-content": {
+      "create-platform-application": {
+        "PlatformApplicationArn": "arn:<partition>:sns:<region>:111111111111:app/ADM/<resource:1>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformApplicationCrud::test_list_platform_applications": {
+    "recorded-date": "29-10-2025, 09:20:15",
+    "recorded-content": {
+      "list-platform-applications": {
+        "PlatformApplications": [
+          {
+            "Attributes": {
+              "Enabled": "true"
+            },
+            "PlatformApplicationArn": "arn:<partition>:sns:<region>:111111111111:app/ADM/<resource:1>"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformApplicationCrud::test_create_platform_application_invalid_attributes[no-args]": {
+    "recorded-date": "28-10-2025, 09:29:33",
+    "recorded-content": {
+      "platform-application-no-attributes": {
+        "Error": {
+          "Code": "ValidationError",
+          "Message": "1 validation error detected: Value null at 'attributes' failed to satisfy constraint: Member must not be null",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformApplicationCrud::test_create_platform_application_invalid_attributes[missing-credential]": {
+    "recorded-date": "28-10-2025, 09:29:33",
+    "recorded-content": {
+      "platform-application-no-attributes": {
+        "Error": {
+          "Code": "InvalidParameter",
+          "Message": "Invalid parameter: Attributes Reason: PlatformPrincipal attribute provided without PlatformCredential",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformApplicationCrud::test_create_platform_application_invalid_attributes[missing-principal]": {
+    "recorded-date": "28-10-2025, 09:29:34",
+    "recorded-content": {
+      "platform-application-no-attributes": {
+        "Error": {
+          "Code": "InvalidParameter",
+          "Message": "Invalid parameter: Attributes Reason: PlatformCredential attribute provided without PlatformPrincipal",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformApplicationCrud::test_create_platform_application_invalid_name[too-long]": {
+    "recorded-date": "28-10-2025, 09:29:34",
+    "recorded-content": {
+      "invalid-application-name": {
+        "Error": {
+          "Code": "InvalidParameter",
+          "Message": "Invalid parameter: aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa Reason: must be at most 256 characters long",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformApplicationCrud::test_create_platform_application_invalid_name[empty]": {
+    "recorded-date": "28-10-2025, 09:29:34",
+    "recorded-content": {
+      "invalid-application-name": {
+        "Error": {
+          "Code": "InvalidParameter",
+          "Message": "Invalid parameter:  Reason: cannot be empty",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformApplicationCrud::test_create_platform_application_invalid_name[invalid-char]": {
+    "recorded-date": "28-10-2025, 09:29:35",
+    "recorded-content": {
+      "invalid-application-name": {
+        "Error": {
+          "Code": "InvalidParameter",
+          "Message": "Invalid parameter: @name Reason: must contain only characters 'a'-'z', 'A'-'Z', '0'-'9', '_', '-', and '.'",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformApplicationCrud::test_create_platform_application_invalid_platform": {
+    "recorded-date": "28-10-2025, 09:29:35",
+    "recorded-content": {
+      "invalid-platform": {
+        "Error": {
+          "Code": "InvalidParameter",
+          "Message": "Invalid parameter: Platform Reason: AAA is not supported",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformApplicationCrud::test_get_platform_application_attributes_invalid_arn": {
+    "recorded-date": "28-10-2025, 09:29:37",
+    "recorded-content": {
+      "invalid-application-arn": {
+        "Error": {
+          "Code": "InvalidParameter",
+          "Message": "Invalid parameter: PlatformApplicationArn Reason: An ARN must have at least 6 elements, not 1",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformApplicationCrud::test_get_platform_application_attributes": {
+    "recorded-date": "28-10-2025, 09:29:36",
+    "recorded-content": {
+      "get-application-attributes": {
+        "Attributes": {
+          "Enabled": "true"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformApplicationCrud::test_set_platform_application_attributes": {
+    "recorded-date": "28-10-2025, 09:30:09",
+    "recorded-content": {
+      "set-get-application-attributes": {
+        "Attributes": {
+          "Enabled": "true",
+          "SuccessFeedbackSampleRate": "50"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformApplicationCrud::test_get_platform_application_attributes_non_existing_app": {
+    "recorded-date": "28-10-2025, 09:29:37",
+    "recorded-content": {
+      "non_existing-application-arn": {
+        "Error": {
+          "Code": "NotFound",
+          "Message": "PlatformApplication does not exist",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 404
+        }
+      }
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformApplicationCrud::test_set_platform_application_attributes_invalid_arn": {
+    "recorded-date": "28-10-2025, 09:30:09",
+    "recorded-content": {
+      "invalid-application-arn": {
+        "Error": {
+          "Code": "InvalidParameter",
+          "Message": "Invalid parameter: PlatformApplicationArn Reason: An ARN must have at least 6 elements, not 1",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformApplicationCrud::test_set_platform_application_attributes_non_existing_app": {
+    "recorded-date": "28-10-2025, 09:17:14",
+    "recorded-content": {
+      "non_existing-application-arn": {
+        "Error": {
+          "Code": "ValidationError",
+          "Message": "1 validation error detected: Value null at 'attributes' failed to satisfy constraint: Member must not be null",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformApplicationCrud::test_set_platform_application_attributes_non_existing_app[no-args]": {
+    "recorded-date": "28-10-2025, 09:30:09",
+    "recorded-content": {
+      "non_existing-application-arn": {
+        "Error": {
+          "Code": "ValidationError",
+          "Message": "1 validation error detected: Value null at 'attributes' failed to satisfy constraint: Member must not be null",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformApplicationCrud::test_set_platform_application_attributes_non_existing_app[missing-credential]": {
+    "recorded-date": "28-10-2025, 09:23:04",
+    "recorded-content": {
+      "non_existing-application-arn": {
+        "Error": {
+          "Code": "NotFound",
+          "Message": "PlatformApplication does not exist",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 404
+        }
+      }
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformApplicationCrud::test_set_platform_application_attributes_non_existing_app[missing-principal]": {
+    "recorded-date": "28-10-2025, 09:23:04",
+    "recorded-content": {
+      "non_existing-application-arn": {
+        "Error": {
+          "Code": "NotFound",
+          "Message": "PlatformApplication does not exist",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 404
+        }
+      }
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformApplicationCrud::test_set_platform_application_attributes_non_existing_app[dummy-args]": {
+    "recorded-date": "28-10-2025, 09:30:09",
+    "recorded-content": {
+      "non_existing-application-arn": {
+        "Error": {
+          "Code": "NotFound",
+          "Message": "PlatformApplication does not exist",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 404
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/sns/test_sns.validation.json b/tests/aws/services/sns/test_sns.validation.json
index 0d70c4084c244..1e3fe084bc6e3 100644
--- a/tests/aws/services/sns/test_sns.validation.json
+++ b/tests/aws/services/sns/test_sns.validation.json
@@ -5,6 +5,213 @@
   "tests/aws/services/sns/test_sns.py::TestSNSMultiRegions::test_cross_region_delivery_sqs": {
     "last_validated_date": "2025-05-28T09:55:16+00:00"
   },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformApplicationCrud::test_create_platform_application": {
+    "last_validated_date": "2025-10-29T09:20:54+00:00",
+    "durations_in_seconds": {
+      "setup": 0.93,
+      "call": 1.05,
+      "teardown": 0.46,
+      "total": 2.44
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformApplicationCrud::test_create_platform_application_invalid_attributes[invalid-cred-first0]": {
+    "last_validated_date": "2025-10-27T11:10:12+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.18,
+      "teardown": 0.01,
+      "total": 0.19
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformApplicationCrud::test_create_platform_application_invalid_attributes[invalid-cred-first1]": {
+    "last_validated_date": "2025-10-27T11:10:12+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.17,
+      "teardown": 0.0,
+      "total": 0.17
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformApplicationCrud::test_create_platform_application_invalid_attributes[missing-credential]": {
+    "last_validated_date": "2025-10-29T09:20:56+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.3,
+      "teardown": 0.0,
+      "total": 0.3
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformApplicationCrud::test_create_platform_application_invalid_attributes[missing-principal]": {
+    "last_validated_date": "2025-10-29T09:20:56+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.14,
+      "teardown": 0.0,
+      "total": 0.14
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformApplicationCrud::test_create_platform_application_invalid_attributes[no-args]": {
+    "last_validated_date": "2025-10-29T09:20:55+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.34,
+      "teardown": 0.0,
+      "total": 0.34
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformApplicationCrud::test_create_platform_application_invalid_name[empty]": {
+    "last_validated_date": "2025-10-29T09:20:56+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.13,
+      "teardown": 0.0,
+      "total": 0.13
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformApplicationCrud::test_create_platform_application_invalid_name[invalid-char]": {
+    "last_validated_date": "2025-10-29T09:20:56+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.21,
+      "teardown": 0.0,
+      "total": 0.21
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformApplicationCrud::test_create_platform_application_invalid_name[too-long]": {
+    "last_validated_date": "2025-10-29T09:20:56+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 0.25,
+      "teardown": 0.0,
+      "total": 0.26
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformApplicationCrud::test_create_platform_application_invalid_platform": {
+    "last_validated_date": "2025-10-29T09:20:57+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.25,
+      "teardown": 0.0,
+      "total": 0.25
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformApplicationCrud::test_create_platform_invalid_values": {
+    "last_validated_date": "2025-10-27T11:36:17+00:00",
+    "durations_in_seconds": {
+      "setup": 1.03,
+      "call": 1.57,
+      "teardown": 0.01,
+      "total": 2.61
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformApplicationCrud::test_get_missing_platform_application_attributes": {
+    "last_validated_date": "2025-10-27T12:48:51+00:00",
+    "durations_in_seconds": {
+      "setup": 1.05,
+      "call": 0.91,
+      "teardown": 0.0,
+      "total": 1.96
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformApplicationCrud::test_get_platform_application_attributes": {
+    "last_validated_date": "2025-10-29T09:20:58+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.62,
+      "teardown": 0.62,
+      "total": 1.24
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformApplicationCrud::test_get_platform_application_attributes_invalid_arn": {
+    "last_validated_date": "2025-10-29T09:20:58+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.31,
+      "teardown": 0.0,
+      "total": 0.31
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformApplicationCrud::test_get_platform_application_attributes_non_existing_app": {
+    "last_validated_date": "2025-10-29T09:20:58+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.3,
+      "teardown": 0.0,
+      "total": 0.3
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformApplicationCrud::test_list_platform_applications": {
+    "last_validated_date": "2025-10-29T09:20:55+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.46,
+      "teardown": 0.44,
+      "total": 0.9
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformApplicationCrud::test_set_platform_application_attributes": {
+    "last_validated_date": "2025-10-29T09:21:31+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 31.68,
+      "teardown": 0.37,
+      "total": 32.05
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformApplicationCrud::test_set_platform_application_attributes_invalid_arn": {
+    "last_validated_date": "2025-10-29T09:21:31+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.3,
+      "teardown": 0.0,
+      "total": 0.3
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformApplicationCrud::test_set_platform_application_attributes_non_existing_app": {
+    "last_validated_date": "2025-10-28T09:17:14+00:00",
+    "durations_in_seconds": {
+      "setup": 0.98,
+      "call": 1.27,
+      "teardown": 0.0,
+      "total": 2.25
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformApplicationCrud::test_set_platform_application_attributes_non_existing_app[dummy-args]": {
+    "last_validated_date": "2025-10-29T09:21:31+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.3,
+      "teardown": 0.0,
+      "total": 0.3
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformApplicationCrud::test_set_platform_application_attributes_non_existing_app[missing-credential]": {
+    "last_validated_date": "2025-10-28T09:23:04+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.3,
+      "teardown": 0.0,
+      "total": 0.3
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformApplicationCrud::test_set_platform_application_attributes_non_existing_app[missing-principal]": {
+    "last_validated_date": "2025-10-28T09:23:04+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.3,
+      "teardown": 0.0,
+      "total": 0.3
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformApplicationCrud::test_set_platform_application_attributes_non_existing_app[no-args]": {
+    "last_validated_date": "2025-10-29T09:21:31+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.3,
+      "teardown": 0.0,
+      "total": 0.3
+    }
+  },
   "tests/aws/services/sns/test_sns.py::TestSNSPublishCrud::test_empty_sns_message": {
     "last_validated_date": "2023-08-24T20:31:48+00:00"
   },

From 5464ae3d8bda3979e5b33be894aaca72a1c8c56a Mon Sep 17 00:00:00 2001
From: "localstack[bot]" <localstack-bot@users.noreply.github.com>
Date: Thu, 30 Oct 2025 11:22:17 +0000
Subject: [PATCH 343/697] release version 4.10.0


From 6f9927619c6cdf52e2d93ab26b830a3c58873e45 Mon Sep 17 00:00:00 2001
From: "localstack[bot]" <localstack-bot@users.noreply.github.com>
Date: Thu, 30 Oct 2025 11:24:03 +0000
Subject: [PATCH 344/697] prepare next development iteration


From f829e69dcc60707434ea6c27e8cea3c1a0c10dea Mon Sep 17 00:00:00 2001
From: Nikos <nikos.michas@localstack.cloud>
Date: Fri, 31 Oct 2025 13:03:02 +0200
Subject: [PATCH 345/697] K8s tests: Add requires_in_process marker in
 only_localstack tests where needed (#13303)

---
 tests/aws/services/acm/test_acm.py                |  1 +
 .../services/apigateway/test_apigateway_basic.py  |  1 +
 .../apigateway/test_apigateway_custom_ids.py      |  1 +
 .../services/cloudformation/api/test_stacks.py    |  1 +
 .../cloudformation/resources/test_lambda.py       |  1 +
 tests/aws/services/ec2/test_ec2.py                |  2 ++
 tests/aws/services/events/test_events_targets.py  |  1 +
 tests/aws/services/firehose/test_firehose.py      |  1 +
 tests/aws/services/lambda_/test_lambda.py         |  3 +++
 tests/aws/services/lambda_/test_lambda_api.py     |  2 ++
 .../lambda_/test_lambda_developer_tools.py        |  4 ++++
 tests/aws/services/opensearch/test_opensearch.py  |  8 ++++++++
 tests/aws/services/s3/test_s3.py                  | 11 +++++++++++
 .../secretsmanager/test_secretsmanager.py         |  1 +
 tests/aws/services/ses/test_ses.py                |  2 ++
 tests/aws/services/sns/test_sns.py                | 15 +++++++++++++++
 tests/aws/services/sqs/test_sqs.py                |  6 ++++++
 .../v2/mocking/test_aws_scenarios.py              |  3 +++
 tests/aws/test_error_injection.py                 |  4 ++++
 tests/aws/test_network_configuration.py           | 11 +++++++++++
 20 files changed, 79 insertions(+)

diff --git a/tests/aws/services/acm/test_acm.py b/tests/aws/services/acm/test_acm.py
index 8c72ab48b8b0e..f83912a799474 100644
--- a/tests/aws/services/acm/test_acm.py
+++ b/tests/aws/services/acm/test_acm.py
@@ -85,6 +85,7 @@ def _cert_has_required_fields() -> bool:
         result = aws_client.acm.describe_certificate(CertificateArn=certificate_arn)
         snapshot.match("describe-certificate", result)
 
+    @markers.requires_in_process
     @markers.aws.needs_fixing
     def test_boto_wait_for_certificate_validation(
         self, acm_request_certificate, aws_client, monkeypatch
diff --git a/tests/aws/services/apigateway/test_apigateway_basic.py b/tests/aws/services/apigateway/test_apigateway_basic.py
index 5fc8bc1de3173..3f3abb0123d72 100644
--- a/tests/aws/services/apigateway/test_apigateway_basic.py
+++ b/tests/aws/services/apigateway/test_apigateway_basic.py
@@ -301,6 +301,7 @@ def test_api_gateway_lambda_integration_aws_type(
     @pytest.mark.parametrize("disable_custom_cors", [True, False])
     @pytest.mark.parametrize("origin", ["http://allowed", "http://denied"])
     @markers.aws.only_localstack
+    @markers.requires_in_process
     def test_invoke_endpoint_cors_headers(
         self, url_type, disable_custom_cors, origin, monkeypatch, aws_client
     ):
diff --git a/tests/aws/services/apigateway/test_apigateway_custom_ids.py b/tests/aws/services/apigateway/test_apigateway_custom_ids.py
index 0accdcfdfd103..68174f3dc00cb 100644
--- a/tests/aws/services/apigateway/test_apigateway_custom_ids.py
+++ b/tests/aws/services/apigateway/test_apigateway_custom_ids.py
@@ -16,6 +16,7 @@
 
 # Custom ids can't be set on aws.
 @markers.aws.only_localstack
+@markers.requires_in_process
 def test_apigateway_custom_ids(
     aws_client, set_resource_custom_id, create_rest_apigw, account_id, region_name, cleanups
 ):
diff --git a/tests/aws/services/cloudformation/api/test_stacks.py b/tests/aws/services/cloudformation/api/test_stacks.py
index 8939ecb816fb2..a38ecacfde208 100644
--- a/tests/aws/services/cloudformation/api/test_stacks.py
+++ b/tests/aws/services/cloudformation/api/test_stacks.py
@@ -474,6 +474,7 @@ def _assert_stack_process_finished():
         ]
         assert len(updated_resources) == length_expected
 
+    @markers.requires_in_process
     @markers.aws.only_localstack
     def test_create_stack_with_custom_id(
         self, aws_client, cleanups, account_id, region_name, set_resource_custom_id
diff --git a/tests/aws/services/cloudformation/resources/test_lambda.py b/tests/aws/services/cloudformation/resources/test_lambda.py
index ed2be291550ca..02dd57e8fb371 100644
--- a/tests/aws/services/cloudformation/resources/test_lambda.py
+++ b/tests/aws/services/cloudformation/resources/test_lambda.py
@@ -549,6 +549,7 @@ def test_lambda_cfn_run_with_empty_string_replacement_deny_list(
     )
 
 
+@markers.requires_in_process
 @markers.aws.only_localstack(reason="This is functionality specific to Localstack")
 def test_lambda_cfn_run_with_non_empty_string_replacement_deny_list(
     deploy_cfn_template, aws_client, get_function_envars, monkeypatch
diff --git a/tests/aws/services/ec2/test_ec2.py b/tests/aws/services/ec2/test_ec2.py
index a9e0ae8e70ec9..0389cef93526d 100644
--- a/tests/aws/services/ec2/test_ec2.py
+++ b/tests/aws/services/ec2/test_ec2.py
@@ -668,6 +668,7 @@ def test_create_subnet_with_custom_id_and_vpc_id(self, cleanups, aws_client, cre
         assert subnet["Tags"][0]["Key"] == TAG_KEY_CUSTOM_ID
         assert subnet["Tags"][0]["Value"] == custom_subnet_id
 
+    @markers.requires_in_process
     @markers.aws.only_localstack
     @pytest.mark.parametrize("strategy", ["tag", "id_manager"])
     @pytest.mark.parametrize("default_vpc", [True, False])
@@ -1006,6 +1007,7 @@ def test_pickle_ec2_backend(pickle_backends, aws_client):
     assert pickle_backends(ec2_backends)
 
 
+@markers.requires_in_process
 @markers.aws.only_localstack
 def test_create_specific_vpc_id(account_id, region_name, create_vpc, set_resource_custom_id):
     cidr_block = "10.0.0.0/16"
diff --git a/tests/aws/services/events/test_events_targets.py b/tests/aws/services/events/test_events_targets.py
index bddbb5612d835..610bc2ebd9f5b 100644
--- a/tests/aws/services/events/test_events_targets.py
+++ b/tests/aws/services/events/test_events_targets.py
@@ -41,6 +41,7 @@
 
 class TestEventsTargetApiDestination:
     # TODO validate against AWS & use common fixtures
+    @markers.requires_in_process  # uses pytest httpserver
     @markers.aws.only_localstack
     @pytest.mark.skipif(is_old_provider(), reason="not supported by the old provider")
     @pytest.mark.parametrize("auth", API_DESTINATION_AUTHS)
diff --git a/tests/aws/services/firehose/test_firehose.py b/tests/aws/services/firehose/test_firehose.py
index c830d5770ba12..31b2a35eb77e0 100644
--- a/tests/aws/services/firehose/test_firehose.py
+++ b/tests/aws/services/firehose/test_firehose.py
@@ -38,6 +38,7 @@ def handler(event, context):
 
 @pytest.mark.parametrize("lambda_processor_enabled", [True, False])
 @markers.aws.unknown
+@markers.requires_in_process  # uses pytest httpserver
 def test_kinesis_firehose_http(
     aws_client,
     lambda_processor_enabled: bool,
diff --git a/tests/aws/services/lambda_/test_lambda.py b/tests/aws/services/lambda_/test_lambda.py
index b4f4fa90c4f55..6f32c70c1d360 100644
--- a/tests/aws/services/lambda_/test_lambda.py
+++ b/tests/aws/services/lambda_/test_lambda.py
@@ -264,6 +264,7 @@ def _check_print_in_logs():
 
         retry(_check_print_in_logs, retries=10)
 
+    @markers.requires_in_process
     @markers.aws.only_localstack
     def test_lambda_too_large_response_but_with_custom_limit(
         self, caplog, create_lambda_function, aws_client, monkeypatch
@@ -1970,6 +1971,7 @@ def test_lambda_runtime_wrapper_not_found(self, aws_client, create_lambda_functi
         )
         snapshot.match("invocation_error", result)
 
+    @markers.requires_in_process
     @markers.aws.only_localstack(
         reason="Can only induce Lambda-internal Docker error in LocalStack"
     )
@@ -1999,6 +2001,7 @@ def test_lambda_runtime_startup_timeout(
             r"retries: \d\): \[[^]]*\] Timeout while starting up lambda environment .*"
         )
 
+    @markers.requires_in_process
     @markers.aws.only_localstack(
         reason="Can only induce Lambda-internal Docker error in LocalStack"
     )
diff --git a/tests/aws/services/lambda_/test_lambda_api.py b/tests/aws/services/lambda_/test_lambda_api.py
index 048df6a2d0db8..0b6892439c033 100644
--- a/tests/aws/services/lambda_/test_lambda_api.py
+++ b/tests/aws/services/lambda_/test_lambda_api.py
@@ -4799,6 +4799,7 @@ def test_create_url_config_custom_id_tag(self, create_lambda_function, aws_clien
         # region changes, https vs http, etc
         assert f"://{custom_id_value}.lambda-url." in url_config_created["FunctionUrl"]
 
+    @markers.requires_in_process
     @markers.aws.only_localstack
     def test_create_url_config_custom_id_tag_invalid_id(
         self, create_lambda_function, aws_client, caplog
@@ -6855,6 +6856,7 @@ def test_layer_policy_lifecycle(
             "get_layer_version_policy_postdeletes2", get_layer_version_policy_postdeletes2
         )
 
+    @markers.requires_in_process
     @markers.aws.only_localstack(reason="Deterministic id generation is LS only")
     def test_layer_deterministic_version(
         self, dummylayer, cleanups, aws_client, account_id, region_name, set_resource_custom_id
diff --git a/tests/aws/services/lambda_/test_lambda_developer_tools.py b/tests/aws/services/lambda_/test_lambda_developer_tools.py
index 97e2025fd8d08..102daf9d23a2e 100644
--- a/tests/aws/services/lambda_/test_lambda_developer_tools.py
+++ b/tests/aws/services/lambda_/test_lambda_developer_tools.py
@@ -36,6 +36,7 @@ class TestHotReloading:
         ids=["nodejs20.x", "python3.12"],
     )
     @markers.aws.only_localstack
+    @markers.requires_in_process
     def test_hot_reloading(
         self,
         create_lambda_function_aws,
@@ -165,6 +166,7 @@ def test_hot_reloading_error_path_not_absolute(
                 Runtime=Runtime.python3_12,
             )
 
+    @markers.requires_in_process
     @markers.aws.only_localstack
     def test_hot_reloading_environment_placeholder(
         self, create_lambda_function_aws, lambda_su_role, cleanups, aws_client, monkeypatch
@@ -198,6 +200,7 @@ def test_hot_reloading_environment_placeholder(
 
 
 class TestDockerFlags:
+    @markers.requires_in_process
     @markers.aws.only_localstack
     def test_additional_docker_flags(self, create_lambda_function, monkeypatch, aws_client):
         env_value = short_uid()
@@ -214,6 +217,7 @@ def test_additional_docker_flags(self, create_lambda_function, monkeypatch, aws_
         result_data = json.load(result["Payload"])
         assert {"Hello": env_value} == result_data
 
+    @markers.requires_in_process
     @markers.aws.only_localstack
     def test_lambda_docker_networks(self, lambda_su_role, monkeypatch, aws_client, cleanups):
         function_name = f"test-network-{short_uid()}"
diff --git a/tests/aws/services/opensearch/test_opensearch.py b/tests/aws/services/opensearch/test_opensearch.py
index 0d829ac697795..82e4d6dc49809 100644
--- a/tests/aws/services/opensearch/test_opensearch.py
+++ b/tests/aws/services/opensearch/test_opensearch.py
@@ -640,6 +640,7 @@ def test_search(self, opensearch_endpoint, opensearch_document_path):
             f"search unsuccessful({response.status_code}): {response.text}"
         )
 
+    @markers.requires_in_process
     @markers.aws.only_localstack
     def test_endpoint_strategy_path(self, monkeypatch, opensearch_create_domain, aws_client):
         monkeypatch.setattr(config, "OPENSEARCH_ENDPOINT_STRATEGY", "path")
@@ -653,6 +654,7 @@ def test_endpoint_strategy_path(self, monkeypatch, opensearch_create_domain, aws
         endpoint = status["Endpoint"]
         assert endpoint.endswith(f"/{domain_name}")
 
+    @markers.requires_in_process
     @markers.aws.only_localstack
     def test_endpoint_strategy_port(self, monkeypatch, opensearch_create_domain, aws_client):
         monkeypatch.setattr(config, "OPENSEARCH_ENDPOINT_STRATEGY", "port")
@@ -688,6 +690,7 @@ def test_cloudformation_deployment(self, deploy_cfn_template, aws_client):
 
 @markers.skip_offline
 class TestEdgeProxiedOpensearchCluster:
+    @markers.requires_in_process
     @markers.aws.only_localstack
     def test_route_through_edge(self):
         cluster_id = f"domain-{short_uid()}"
@@ -784,6 +787,7 @@ def test_custom_endpoint_disabled(
 
 @markers.skip_offline
 class TestMultiClusterManager:
+    @markers.requires_in_process
     @markers.aws.only_localstack
     def test_multi_cluster(self, account_id, monkeypatch):
         monkeypatch.setattr(config, "OPENSEARCH_ENDPOINT_STRATEGY", "domain")
@@ -832,6 +836,7 @@ def test_multi_cluster(self, account_id, monkeypatch):
 
 @markers.skip_offline
 class TestMultiplexingClusterManager:
+    @markers.requires_in_process
     @markers.aws.only_localstack
     def test_multiplexing_cluster(self, account_id, monkeypatch):
         monkeypatch.setattr(config, "OPENSEARCH_ENDPOINT_STRATEGY", "domain")
@@ -880,6 +885,7 @@ def test_multiplexing_cluster(self, account_id, monkeypatch):
 
 @markers.skip_offline
 class TestSingletonClusterManager:
+    @markers.requires_in_process
     @markers.aws.only_localstack
     def test_endpoint_strategy_port_singleton_cluster(self, account_id, monkeypatch):
         monkeypatch.setattr(config, "OPENSEARCH_ENDPOINT_STRATEGY", "port")
@@ -926,6 +932,7 @@ def test_endpoint_strategy_port_singleton_cluster(self, account_id, monkeypatch)
 
 @markers.skip_offline
 class TestCustomBackendManager:
+    @markers.requires_in_process
     @markers.aws.only_localstack
     def test_custom_backend(self, account_id, httpserver, monkeypatch):
         monkeypatch.setattr(config, "OPENSEARCH_ENDPOINT_STRATEGY", "domain")
@@ -992,6 +999,7 @@ def test_custom_backend(self, account_id, httpserver, monkeypatch):
 
         httpserver.check()
 
+    @markers.requires_in_process
     @markers.aws.only_localstack
     def test_custom_backend_with_custom_endpoint(
         self,
diff --git a/tests/aws/services/s3/test_s3.py b/tests/aws/services/s3/test_s3.py
index 273144476aa44..f6d391a676690 100644
--- a/tests/aws/services/s3/test_s3.py
+++ b/tests/aws/services/s3/test_s3.py
@@ -6312,6 +6312,7 @@ def add_query_param(request, **kwargs):
         finally:
             s3_presigned_client.meta.events.unregister("before-sign.s3.GetObject", add_query_param)
 
+    @markers.requires_in_process  # Patches skip signature validation
     @markers.aws.only_localstack
     def test_presign_check_signature_validation_for_port_permutation(
         self, s3_bucket, patch_s3_skip_signature_validation_false, aws_client
@@ -6354,6 +6355,7 @@ def test_put_object(self, s3_bucket, snapshot, aws_client):
         assert response["Body"].read() == b"something"
         snapshot.match("get_object", response)
 
+    @markers.requires_in_process  # Patches skip signature validation
     @markers.aws.only_localstack
     def test_get_request_expires_ignored_if_validation_disabled(
         self, s3_bucket, monkeypatch, patch_s3_skip_signature_validation_false, aws_client
@@ -6917,6 +6919,7 @@ def test_s3_put_presigned_url_same_header_and_qs_parameter(
         exception["StatusCode"] = response.status_code
         snapshot.match("override-signed-qs", exception)
 
+    @markers.requires_in_process  # Patches skip signature validation
     @markers.aws.validated
     @pytest.mark.parametrize("signature_version", ["s3", "s3v4"])
     def test_s3_put_presigned_url_missing_sig_param(
@@ -6992,6 +6995,7 @@ def test_s3_get_response_content_type_same_as_upload_and_range(self, s3_bucket,
 
     @pytest.mark.skipif(condition=TEST_S3_IMAGE, reason="STS not enabled in S3 image")
     @markers.aws.validated
+    @markers.requires_in_process  # Patches skip signature validation
     def test_presigned_url_with_session_token(
         self,
         s3_create_bucket_with_client,
@@ -7031,6 +7035,7 @@ def test_presigned_url_with_session_token(
 
     @pytest.mark.skipif(condition=TEST_S3_IMAGE, reason="STS not enabled in S3 image")
     @markers.aws.validated
+    @markers.requires_in_process  # Patches skip signature validation
     def test_presigned_url_with_different_user_credentials(
         self,
         aws_client,
@@ -7102,6 +7107,7 @@ def test_presigned_url_with_different_user_credentials(
         assert response._content == b"test-value"
 
     @markers.aws.validated
+    @markers.requires_in_process  # Patches skip signature validation
     @pytest.mark.parametrize("signature_version", ["s3", "s3v4"])
     def test_s3_get_response_header_overrides(
         self, s3_bucket, signature_version, patch_s3_skip_signature_validation_false, aws_client
@@ -7358,6 +7364,7 @@ def test_presigned_url_signature_authentication(
         ],
     )
     @markers.aws.validated
+    @markers.requires_in_process  # Patches skip signature validation
     def test_presigned_url_signature_authentication_multi_part(
         self,
         s3_create_bucket,
@@ -7622,6 +7629,7 @@ def test_pre_signed_url_forward_slash_bucket(
         ["s3", "s3v4"],
     )
     @markers.aws.validated
+    @markers.requires_in_process  # Patches skip signature validation
     def test_s3_presign_url_encoding(
         self, aws_client, s3_bucket, signature_version, patch_s3_skip_signature_validation_false
     ):
@@ -10651,6 +10659,7 @@ def test_post_request_expires(
         "signature_version",
         ["s3", "s3v4"],
     )
+    @markers.requires_in_process  # Patches skip signature validation
     def test_post_request_malformed_policy(
         self,
         s3_bucket,
@@ -10693,6 +10702,7 @@ def test_post_request_malformed_policy(
         assert exception["Error"]["StringToSign"] == presigned_request["fields"]["policy"]
 
     @markers.aws.validated
+    @markers.requires_in_process  # Patches skip signature validation
     @pytest.mark.parametrize(
         "signature_version",
         ["s3", "s3v4"],
@@ -10734,6 +10744,7 @@ def test_post_request_missing_signature(
         snapshot.match("exception-missing-signature", exception)
 
     @markers.aws.validated
+    @markers.requires_in_process  # Patches skip signature validation
     @pytest.mark.parametrize(
         "signature_version",
         ["s3", "s3v4"],
diff --git a/tests/aws/services/secretsmanager/test_secretsmanager.py b/tests/aws/services/secretsmanager/test_secretsmanager.py
index 1c83093002c2d..ef1003a039aae 100644
--- a/tests/aws/services/secretsmanager/test_secretsmanager.py
+++ b/tests/aws/services/secretsmanager/test_secretsmanager.py
@@ -2535,6 +2535,7 @@ def test_get_secret_value(
         )
         sm_snapshot.match("secret_value_http_response", json_response)
 
+    @markers.requires_in_process
     @markers.aws.only_localstack
     def test_create_secret_with_custom_id(
         self, account_id, region_name, create_secret, set_resource_custom_id
diff --git a/tests/aws/services/ses/test_ses.py b/tests/aws/services/ses/test_ses.py
index c6fd53dd13df4..32abe2630b1af 100644
--- a/tests/aws/services/ses/test_ses.py
+++ b/tests/aws/services/ses/test_ses.py
@@ -1036,6 +1036,7 @@ def _get_emails():
 
 @pytest.mark.usefixtures("openapi_validate")
 class TestSESRetrospection:
+    @markers.requires_in_process
     @markers.aws.only_localstack
     def test_send_email_can_retrospect(self, aws_client):
         # Test that sent emails can be retrospected through saved file and API access
@@ -1116,6 +1117,7 @@ def _read_message_from_filesystem(message_id: str) -> dict:
         assert requests.delete(emails_url + f"?id={message2_id}").status_code == 204
         assert requests.get(emails_url).json() == {"messages": []}
 
+    @markers.requires_in_process
     @markers.aws.only_localstack
     def test_send_templated_email_can_retrospect(self, create_template, aws_client):
         # Test that sent emails can be retrospected through saved file and API access
diff --git a/tests/aws/services/sns/test_sns.py b/tests/aws/services/sns/test_sns.py
index 1bd819a08c75d..5e72baef48e96 100644
--- a/tests/aws/services/sns/test_sns.py
+++ b/tests/aws/services/sns/test_sns.py
@@ -3571,6 +3571,7 @@ def test_message_to_fifo_sqs_ordering(
 
 
 class TestSNSSubscriptionSES:
+    @markers.requires_in_process
     @markers.aws.only_localstack
     @skip_if_sns_v2
     def test_topic_email_subscription_confirmation(
@@ -3604,6 +3605,7 @@ def check_subscription():
 
         retry(check_subscription, retries=PUBLICATION_RETRIES, sleep=PUBLICATION_TIMEOUT)
 
+    @markers.requires_in_process
     @markers.aws.only_localstack
     @skip_if_sns_v2
     def test_email_sender(
@@ -3824,6 +3826,7 @@ def test_set_platform_application_attributes_non_existing_app(
 
 
 class TestSNSPlatformEndpoint:
+    @markers.requires_in_process
     @markers.aws.only_localstack
     @skip_if_sns_v2
     def test_subscribe_platform_endpoint(
@@ -3982,6 +3985,7 @@ def test_publish_to_gcm(self, sns_create_platform_application, aws_client):
             )
         assert ex.value.response["Error"]["Code"] == "InvalidParameter"
 
+    @markers.requires_in_process
     @markers.aws.only_localstack
     @skip_if_sns_v2
     def test_publish_to_platform_endpoint_is_dispatched(
@@ -4046,6 +4050,7 @@ def check_message():
 
 
 class TestSNSSMS:
+    @markers.requires_in_process
     @markers.aws.only_localstack
     @skip_if_sns_v2
     def test_publish_sms(self, aws_client, account_id, region_name):
@@ -4083,6 +4088,7 @@ def test_subscribe_sms_endpoint(self, sns_create_topic, sns_subscription, snapsh
         )
         snapshot.match("subscribe-sms-attrs", sub_attrs)
 
+    @markers.requires_in_process
     @markers.aws.only_localstack
     @skip_if_sns_v2
     def test_publish_sms_endpoint(
@@ -4229,6 +4235,7 @@ def test_http_subscription_response(
         )
         snapshot.match("subscription-with-arn", subscription_with_arn)
 
+    @markers.requires_in_process  # uses pytest httpserver
     @markers.aws.manual_setup_required
     @skip_if_sns_v2
     def test_redrive_policy_http_subscription(
@@ -4278,6 +4285,7 @@ def test_redrive_policy_http_subscription(
         assert message["Type"] == "Notification"
         assert json.loads(message["Message"])["message"] == "test_redrive_policy"
 
+    @markers.requires_in_process  # uses pytest httpserver
     @markers.aws.manual_setup_required
     @skip_if_sns_v2
     def test_multiple_subscriptions_http_endpoint(
@@ -4364,6 +4372,7 @@ def handler(_request):
             for server in servers:
                 server.stop()
 
+    @markers.requires_in_process  # uses pytest httpserver
     @markers.aws.manual_setup_required
     @pytest.mark.parametrize("raw_message_delivery", [True, False])
     @markers.snapshot.skip_snapshot_verify(
@@ -4547,6 +4556,7 @@ def _clean_headers(response_headers: dict):
         )
         snapshot.match("unsubscribe-request", payload)
 
+    @markers.requires_in_process  # uses pytest httpserver
     @markers.aws.manual_setup_required
     @pytest.mark.parametrize("raw_message_delivery", [True, False])
     @skip_if_sns_v2
@@ -4634,6 +4644,7 @@ def test_dlq_external_http_endpoint(
         # AWS doesn't send to the DLQ if the UnsubscribeConfirmation fails to be delivered
         assert "Messages" not in response or response["Messages"] == []
 
+    @markers.requires_in_process  # uses pytest httpserver
     @markers.aws.manual_setup_required
     @pytest.mark.parametrize("raw_message_delivery", [True, False])
     @markers.snapshot.skip_snapshot_verify(
@@ -5506,6 +5517,7 @@ def get_log_events():
 
 
 class TestSNSCertEndpoint:
+    @markers.requires_in_process
     @markers.aws.only_localstack
     @pytest.mark.parametrize("cert_host", ["", "sns.us-east-1.amazonaws.com"])
     @skip_if_sns_v2
@@ -5553,6 +5565,7 @@ def test_cert_endpoint_host(
 
 @pytest.mark.usefixtures("openapi_validate")
 class TestSNSRetrospectionEndpoints:
+    @markers.requires_in_process
     @markers.aws.only_localstack
     @skip_if_sns_v2
     def test_publish_to_platform_endpoint_can_retrospect(
@@ -5710,6 +5723,7 @@ def check_message():
         ).json()
         assert not msg_with_region["platform_endpoint_messages"]
 
+    @markers.requires_in_process
     @markers.aws.only_localstack
     @skip_if_sns_v2
     def test_publish_sms_can_retrospect(
@@ -5814,6 +5828,7 @@ def check_message():
         msg_with_region = requests.get(msgs_url, params={"region": region_name}).json()
         assert not msg_with_region["sms_messages"]
 
+    @markers.requires_in_process
     @markers.aws.only_localstack
     @skip_if_sns_v2
     def test_subscription_tokens_can_retrospect(
diff --git a/tests/aws/services/sqs/test_sqs.py b/tests/aws/services/sqs/test_sqs.py
index 6582aa1571906..d4ca993d9af12 100644
--- a/tests/aws/services/sqs/test_sqs.py
+++ b/tests/aws/services/sqs/test_sqs.py
@@ -82,6 +82,7 @@ def aws_sqs_client(aws_client, request: str) -> "SQSClient":
 
 
 class TestSqsProvider:
+    @markers.requires_in_process
     @markers.aws.only_localstack
     def test_get_queue_url_contains_localstack_host(
         self,
@@ -228,6 +229,7 @@ def test_create_queue_recently_deleted(self, sqs_create_queue, monkeypatch, aws_
             "You must wait 60 seconds after deleting a queue before you can create another with the same name."
         )
 
+    @markers.requires_in_process
     @markers.aws.only_localstack
     def test_create_queue_recently_deleted_cache(
         self,
@@ -1642,6 +1644,7 @@ def collect_messages():
         bodies = {message["Body"] for message in messages}
         assert bodies == {"0", "1", "2", "3", "4", "5", "6", "7", "8"}
 
+    @markers.requires_in_process
     @markers.aws.only_localstack
     def test_external_endpoint(self, monkeypatch, sqs_create_queue, aws_sqs_client):
         external_host = "external-host"
@@ -1662,6 +1665,7 @@ def test_external_endpoint(self, monkeypatch, sqs_create_queue, aws_sqs_client):
         receive_result = aws_sqs_client.receive_message(QueueUrl=queue_url)
         assert receive_result["Messages"][0]["Body"] == message_body
 
+    @markers.requires_in_process
     @markers.aws.only_localstack
     def test_external_hostname_via_host_header(self, monkeypatch, sqs_create_queue, region_name):
         """test making a request with a different external hostname/port being returned"""
@@ -4122,6 +4126,7 @@ def test_remove_message_with_old_receipt_handle(self, sqs_create_queue, aws_sqs_
         )
         assert int(approx_nr_of_messages["Attributes"]["ApproximateNumberOfMessages"]) == 0
 
+    @markers.requires_in_process
     @markers.aws.only_localstack
     def test_list_queues_multi_region_without_endpoint_strategy(
         self, aws_client_factory, cleanups, monkeypatch
@@ -5325,6 +5330,7 @@ def test_endpoint_strategy_with_multi_region(
         assert response.ok
         assert "foobar" in response.text
 
+    @markers.requires_in_process
     @markers.aws.only_localstack
     def test_queue_url_format_path_strategy(
         self, sqs_create_queue, account_id, region_name, monkeypatch
diff --git a/tests/aws/services/stepfunctions/v2/mocking/test_aws_scenarios.py b/tests/aws/services/stepfunctions/v2/mocking/test_aws_scenarios.py
index 0ced66200e798..eccd6b426548d 100644
--- a/tests/aws/services/stepfunctions/v2/mocking/test_aws_scenarios.py
+++ b/tests/aws/services/stepfunctions/v2/mocking/test_aws_scenarios.py
@@ -10,6 +10,7 @@
 
 
 class TestBaseScenarios:
+    @markers.requires_in_process
     @markers.aws.only_localstack
     def test_lambda_sqs_integration_happy_path(
         self,
@@ -46,6 +47,7 @@ def test_lambda_sqs_integration_happy_path(
         event_last = events[-1]
         assert event_last["type"] == "ExecutionSucceeded"
 
+    @markers.requires_in_process
     @markers.aws.only_localstack
     def test_lambda_sqs_integration_retry_path(
         self,
@@ -103,6 +105,7 @@ def test_lambda_sqs_integration_retry_path(
         event_last = events[-1]
         assert event_last["type"] == "ExecutionSucceeded"
 
+    @markers.requires_in_process
     @markers.aws.only_localstack
     def test_lambda_sqs_integration_hybrid_path(
         self,
diff --git a/tests/aws/test_error_injection.py b/tests/aws/test_error_injection.py
index c01fde6f76187..9edd72cd1449f 100644
--- a/tests/aws/test_error_injection.py
+++ b/tests/aws/test_error_injection.py
@@ -11,6 +11,7 @@
 
 
 class TestErrorInjection:
+    @markers.requires_in_process
     @markers.aws.only_localstack
     def test_kinesis_error_injection(
         self, monkeypatch, wait_for_stream_ready, aws_client, aws_client_factory
@@ -34,6 +35,7 @@ def test_kinesis_error_injection(
         finally:
             aws_client.kinesis.delete_stream(StreamName=stream_name)
 
+    @markers.requires_in_process
     @markers.aws.only_localstack
     def test_dynamodb_error_injection(self, monkeypatch, aws_client, dynamodb_create_table):
         table_name = dynamodb_create_table()["TableDescription"]["TableName"]
@@ -51,6 +53,7 @@ def test_dynamodb_error_injection(self, monkeypatch, aws_client, dynamodb_create
             )
         exc.match("ProvisionedThroughputExceededException")
 
+    @markers.requires_in_process
     @markers.aws.only_localstack
     def test_dynamodb_read_error_injection(self, monkeypatch, aws_client, dynamodb_create_table):
         table_name = dynamodb_create_table()["TableDescription"]["TableName"]
@@ -68,6 +71,7 @@ def test_dynamodb_read_error_injection(self, monkeypatch, aws_client, dynamodb_c
             )
         exc.match("ProvisionedThroughputExceededException")
 
+    @markers.requires_in_process
     @markers.aws.only_localstack
     def test_dynamodb_write_error_injection(self, monkeypatch, aws_client, dynamodb_create_table):
         table_name = dynamodb_create_table()["TableDescription"]["TableName"]
diff --git a/tests/aws/test_network_configuration.py b/tests/aws/test_network_configuration.py
index de6a7dcdbdd3b..71d4bf2706915 100644
--- a/tests/aws/test_network_configuration.py
+++ b/tests/aws/test_network_configuration.py
@@ -27,6 +27,7 @@ class TestOpenSearch:
     OpenSearch does not respect any customisations and just returns a domain with localhost.localstack.cloud in.
     """
 
+    @markers.requires_in_process
     @markers.aws.only_localstack
     def test_default_strategy(
         self, opensearch_create_domain, assert_host_customisation, aws_client
@@ -60,6 +61,7 @@ def test_port_strategy(
 
         assert_host_customisation(endpoint)
 
+    @markers.requires_in_process
     @markers.aws.only_localstack
     def test_path_strategy(
         self,
@@ -81,6 +83,7 @@ def test_path_strategy(
 
 class TestS3:
     @markers.aws.only_localstack
+    @markers.requires_in_process
     def test_non_us_east_1_location(
         self, s3_empty_bucket, cleanups, assert_host_customisation, aws_client_factory
     ):
@@ -101,6 +104,7 @@ def cleanup():
 
         assert_host_customisation(res["Location"])
 
+    @markers.requires_in_process
     @markers.aws.only_localstack
     def test_multipart_upload(self, s3_bucket, assert_host_customisation, aws_client):
         key_name = f"key-{short_uid()}"
@@ -119,6 +123,7 @@ def test_multipart_upload(self, s3_bucket, assert_host_customisation, aws_client
 
         assert_host_customisation(res["Location"])
 
+    @markers.requires_in_process
     @markers.aws.only_localstack
     def test_201_response(self, s3_bucket, assert_host_customisation, aws_client):
         key_name = f"key-{short_uid()}"
@@ -150,6 +155,7 @@ class TestSQS:
     * LOCALSTACK_HOST
     """
 
+    @markers.requires_in_process
     @markers.aws.only_localstack
     def test_off_strategy_without_external_port(
         self, monkeypatch, sqs_create_queue, assert_host_customisation
@@ -162,6 +168,7 @@ def test_off_strategy_without_external_port(
         assert_host_customisation(queue_url)
         assert queue_name in queue_url
 
+    @markers.requires_in_process
     @markers.aws.only_localstack
     def test_off_strategy_with_external_port(
         self, monkeypatch, sqs_create_queue, assert_host_customisation
@@ -181,6 +188,7 @@ def test_off_strategy_with_external_port(
         assert queue_name in queue_url
         assert f":{external_port}" in queue_url
 
+    @markers.requires_in_process
     @markers.aws.only_localstack
     @pytest.mark.parametrize("strategy", ["standard", "domain"])
     def test_domain_based_strategies(
@@ -194,6 +202,7 @@ def test_domain_based_strategies(
         assert_host_customisation(queue_url)
         assert queue_name in queue_url
 
+    @markers.requires_in_process
     @markers.aws.only_localstack
     def test_path_strategy(self, monkeypatch, sqs_create_queue, assert_host_customisation):
         monkeypatch.setattr(config, "SQS_ENDPOINT_STRATEGY", "path")
@@ -206,6 +215,7 @@ def test_path_strategy(self, monkeypatch, sqs_create_queue, assert_host_customis
 
 
 class TestLambda:
+    @markers.requires_in_process
     @markers.aws.only_localstack
     def test_function_url(self, assert_host_customisation, create_lambda_function, aws_client):
         function_name = f"function-{short_uid()}"
@@ -226,6 +236,7 @@ def test_function_url(self, assert_host_customisation, create_lambda_function, a
 
         assert_host_customisation(function_url)
 
+    @markers.requires_in_process
     @pytest.mark.skip(reason="Not implemented for new provider (was tested for old provider)")
     @markers.aws.only_localstack
     def test_http_api_for_function_url(

From 27bdc98579a8c3ac229ba1de6897f1dfa28463c5 Mon Sep 17 00:00:00 2001
From: Nikos <nikos.michas@localstack.cloud>
Date: Mon, 3 Nov 2025 16:21:11 +0200
Subject: [PATCH 346/697] Add marker for skipping k8s tests (#13324)

---
 localstack-core/localstack/testing/pytest/marking.py | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/localstack-core/localstack/testing/pytest/marking.py b/localstack-core/localstack/testing/pytest/marking.py
index 40e07016db1b2..7ce9d33660df8 100644
--- a/localstack-core/localstack/testing/pytest/marking.py
+++ b/localstack-core/localstack/testing/pytest/marking.py
@@ -78,6 +78,8 @@ class Markers:
     """Tests to execute when updating snapshots for a new Lambda runtime"""
     k8s_always_run = pytest.mark.k8s_always_run
     """This tests will always run against k8s environment"""
+    skip_k8s = pytest.mark.skip_k8s
+    """This test will be skipped in k8s environment"""
 
 
 # pytest plugin

From 27697a5e448daaab89dd6fc0d9b246b2a94f3b3f Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Cristopher=20Pinz=C3=B3n?=
 <18080804+pinzon@users.noreply.github.com>
Date: Mon, 3 Nov 2025 12:10:15 -0500
Subject: [PATCH 347/697] IAM: refactor simulation into simulator class
 (#13326)

---
 .../localstack/services/iam/provider.py       | 127 ++---------------
 .../iam/resources/policy_simulator.py         | 133 ++++++++++++++++++
 2 files changed, 144 insertions(+), 116 deletions(-)
 create mode 100644 localstack-core/localstack/services/iam/resources/policy_simulator.py

diff --git a/localstack-core/localstack/services/iam/provider.py b/localstack-core/localstack/services/iam/provider.py
index 9f90f37d3d7b7..b03bc2423885f 100644
--- a/localstack-core/localstack/services/iam/provider.py
+++ b/localstack-core/localstack/services/iam/provider.py
@@ -20,10 +20,7 @@
 
 from localstack.aws.api import CommonServiceException, RequestContext, handler
 from localstack.aws.api.iam import (
-    ActionNameListType,
-    ActionNameType,
     AttachedPermissionsBoundary,
-    ContextEntryListType,
     CreateRoleRequest,
     CreateRoleResponse,
     CreateServiceLinkedRoleResponse,
@@ -33,7 +30,6 @@
     DeleteServiceLinkedRoleResponse,
     DeletionTaskIdType,
     DeletionTaskStatusType,
-    EvaluationResult,
     GetServiceLinkedRoleDeletionStatusResponse,
     GetUserResponse,
     IamApi,
@@ -43,16 +39,12 @@
     ListServiceSpecificCredentialsResponse,
     MalformedPolicyDocumentException,
     NoSuchEntityException,
-    PolicyEvaluationDecisionType,
     ResetServiceSpecificCredentialResponse,
-    ResourceHandlingOptionType,
-    ResourceNameListType,
-    ResourceNameType,
     Role,
     ServiceSpecificCredential,
     ServiceSpecificCredentialMetadata,
     SimulatePolicyResponse,
-    SimulationPolicyListType,
+    SimulatePrincipalPolicyRequest,
     User,
     allUsers,
     arnType,
@@ -65,7 +57,6 @@
     maxItemsType,
     pathPrefixType,
     pathType,
-    policyDocumentType,
     roleDescriptionType,
     roleNameType,
     serviceName,
@@ -78,6 +69,10 @@
 from localstack.aws.connect import connect_to
 from localstack.constants import INTERNAL_AWS_SECRET_ACCESS_KEY
 from localstack.services.iam.iam_patches import apply_iam_patches
+from localstack.services.iam.resources.policy_simulator import (
+    BasicIAMPolicySimulator,
+    IAMPolicySimulator,
+)
 from localstack.services.iam.resources.service_linked_roles import SERVICE_LINKED_ROLES
 from localstack.services.moto import call_moto
 from localstack.utils.aws.request_context import extract_access_key_id_from_auth_header
@@ -108,58 +103,12 @@ def get_iam_backend(context: RequestContext) -> IAMBackend:
     return iam_backends[context.account_id][context.partition]
 
 
-def get_policies_from_principal(backend: IAMBackend, principal_arn: str) -> list[dict]:
-    policies = []
-    if ":role" in principal_arn:
-        role_name = principal_arn.split("/")[-1]
-
-        policies.append(backend.get_role(role_name=role_name).assume_role_policy_document)
-
-        policy_names = backend.list_role_policies(role_name=role_name)
-        policies.extend(
-            [
-                backend.get_role_policy(role_name=role_name, policy_name=policy_name)[1]
-                for policy_name in policy_names
-            ]
-        )
-
-        attached_policies, _ = backend.list_attached_role_policies(role_name=role_name)
-        policies.extend([policy.document for policy in attached_policies])
-
-    if ":group" in principal_arn:
-        print(principal_arn)
-        group_name = principal_arn.split("/")[-1]
-        policy_names = backend.list_group_policies(group_name=group_name)
-        policies.extend(
-            [
-                backend.get_group_policy(group_name=group_name, policy_name=policy_name)[1]
-                for policy_name in policy_names
-            ]
-        )
-
-        attached_policies, _ = backend.list_attached_group_policies(group_name=group_name)
-        policies.extend([policy.document for policy in attached_policies])
-
-    if ":user" in principal_arn:
-        print(principal_arn)
-        user_name = principal_arn.split("/")[-1]
-        policy_names = backend.list_user_policies(user_name=user_name)
-        policies.extend(
-            [
-                backend.get_user_policy(user_name=user_name, policy_name=policy_name)[1]
-                for policy_name in policy_names
-            ]
-        )
-
-        attached_policies, _ = backend.list_attached_user_policies(user_name=user_name)
-        policies.extend([policy.document for policy in attached_policies])
-
-    return policies
-
-
 class IamProvider(IamApi):
+    policy_simulator: IAMPolicySimulator
+
     def __init__(self):
         apply_iam_patches()
+        self.policy_simulator = BasicIAMPolicySimulator()
 
     @handler("CreateRole", expand=False)
     def create_role(
@@ -181,68 +130,14 @@ def create_role(
 
         return result
 
-    @staticmethod
-    def build_evaluation_result(
-        action_name: ActionNameType, resource_name: ResourceNameType, policy_statements: list[dict]
-    ) -> EvaluationResult:
-        eval_res = EvaluationResult()
-        eval_res["EvalActionName"] = action_name
-        eval_res["EvalResourceName"] = resource_name
-        eval_res["EvalDecision"] = PolicyEvaluationDecisionType.explicitDeny
-        for statement in policy_statements:
-            # TODO Implement evaluation logic here
-            if (
-                action_name in statement["Action"]
-                and resource_name in statement["Resource"]
-                and statement["Effect"] == "Allow"
-            ):
-                eval_res["EvalDecision"] = PolicyEvaluationDecisionType.allowed
-                eval_res["MatchedStatements"] = []  # TODO: add support for statement compilation.
-        return eval_res
-
+    @handler("SimulatePrincipalPolicy", expand=False)
     def simulate_principal_policy(
         self,
         context: RequestContext,
-        policy_source_arn: arnType,
-        action_names: ActionNameListType,
-        policy_input_list: SimulationPolicyListType = None,
-        permissions_boundary_policy_input_list: SimulationPolicyListType = None,
-        resource_arns: ResourceNameListType = None,
-        resource_policy: policyDocumentType = None,
-        resource_owner: ResourceNameType = None,
-        caller_arn: ResourceNameType = None,
-        context_entries: ContextEntryListType = None,
-        resource_handling_option: ResourceHandlingOptionType = None,
-        max_items: maxItemsType = None,
-        marker: markerType = None,
+        request: SimulatePrincipalPolicyRequest,
         **kwargs,
     ) -> SimulatePolicyResponse:
-        backend = get_iam_backend(context)
-
-        policies = get_policies_from_principal(backend, policy_source_arn)
-
-        def _get_statements_from_policy_list(policies: list[str]):
-            statements = []
-            for policy_str in policies:
-                policy_dict = json.loads(policy_str)
-                if isinstance(policy_dict["Statement"], list):
-                    statements.extend(policy_dict["Statement"])
-                else:
-                    statements.append(policy_dict["Statement"])
-            return statements
-
-        policy_statements = _get_statements_from_policy_list(policies)
-
-        evaluations = [
-            self.build_evaluation_result(action_name, resource_arn, policy_statements)
-            for action_name in action_names
-            for resource_arn in resource_arns
-        ]
-
-        response = SimulatePolicyResponse()
-        response["IsTruncated"] = False
-        response["EvaluationResults"] = evaluations
-        return response
+        return self.policy_simulator.simulate_principal_policy(context, request)
 
     def delete_policy(self, context: RequestContext, policy_arn: arnType, **kwargs) -> None:
         backend = get_iam_backend(context)
diff --git a/localstack-core/localstack/services/iam/resources/policy_simulator.py b/localstack-core/localstack/services/iam/resources/policy_simulator.py
new file mode 100644
index 0000000000000..341ace67bc482
--- /dev/null
+++ b/localstack-core/localstack/services/iam/resources/policy_simulator.py
@@ -0,0 +1,133 @@
+import abc
+import json
+
+from moto.iam import iam_backends
+from moto.iam.models import IAMBackend
+
+from localstack.aws.api import RequestContext
+from localstack.aws.api.iam import (
+    ActionNameType,
+    EvaluationResult,
+    PolicyEvaluationDecisionType,
+    ResourceNameType,
+    SimulatePolicyResponse,
+    SimulatePrincipalPolicyRequest,
+)
+
+
+class IAMPolicySimulator(abc.ABC):
+    @abc.abstractmethod
+    def simulate_principal_policy(
+        self, context: RequestContext, request: SimulatePrincipalPolicyRequest
+    ) -> SimulatePolicyResponse:
+        """
+        Simulate principal policy
+        :param request: SimulatePrincipalPolicyRequest
+        :param context: RequestContext
+        :return: SimulatePrincipalResponse
+        """
+        pass
+
+
+class BasicIAMPolicySimulator(IAMPolicySimulator):
+    def simulate_principal_policy(
+        self,
+        context: RequestContext,
+        request: SimulatePrincipalPolicyRequest,
+    ) -> SimulatePolicyResponse:
+        backend = self.get_iam_backend(context)
+        policies = self.get_policies_from_principal(backend, request.get("PolicySourceArn"))
+
+        def _get_statements_from_policy_list(_policies: list[str]):
+            statements = []
+            for policy_str in _policies:
+                policy_dict = json.loads(policy_str)
+                if isinstance(policy_dict["Statement"], list):
+                    statements.extend(policy_dict["Statement"])
+                else:
+                    statements.append(policy_dict["Statement"])
+            return statements
+
+        policy_statements = _get_statements_from_policy_list(policies)
+
+        evaluations = [
+            self.build_evaluation_result(action_name, resource_arn, policy_statements)
+            for action_name in request.get("ActionNames")
+            for resource_arn in request.get("ResourceArns")
+        ]
+
+        response = SimulatePolicyResponse()
+        response["IsTruncated"] = False
+        response["EvaluationResults"] = evaluations
+
+        return response
+
+    @staticmethod
+    def build_evaluation_result(
+        action_name: ActionNameType, resource_name: ResourceNameType, policy_statements: list[dict]
+    ) -> EvaluationResult:
+        eval_res = EvaluationResult()
+        eval_res["EvalActionName"] = action_name
+        eval_res["EvalResourceName"] = resource_name
+        eval_res["EvalDecision"] = PolicyEvaluationDecisionType.explicitDeny
+        for statement in policy_statements:
+            # TODO Implement evaluation logic here
+            if (
+                action_name in statement["Action"]
+                and resource_name in statement["Resource"]
+                and statement["Effect"] == "Allow"
+            ):
+                eval_res["EvalDecision"] = PolicyEvaluationDecisionType.allowed
+                eval_res["MatchedStatements"] = []  # TODO: add support for statement compilation.
+        return eval_res
+
+    @staticmethod
+    def get_iam_backend(context: RequestContext) -> IAMBackend:
+        return iam_backends[context.account_id][context.partition]
+
+    @staticmethod
+    def get_policies_from_principal(backend: IAMBackend, principal_arn: str) -> list[dict]:
+        policies = []
+        if ":role" in principal_arn:
+            role_name = principal_arn.split("/")[-1]
+
+            policies.append(backend.get_role(role_name=role_name).assume_role_policy_document)
+
+            policy_names = backend.list_role_policies(role_name=role_name)
+            policies.extend(
+                [
+                    backend.get_role_policy(role_name=role_name, policy_name=policy_name)[1]
+                    for policy_name in policy_names
+                ]
+            )
+
+            attached_policies, _ = backend.list_attached_role_policies(role_name=role_name)
+            policies.extend([policy.document for policy in attached_policies])
+
+        if ":group" in principal_arn:
+            group_name = principal_arn.split("/")[-1]
+            policy_names = backend.list_group_policies(group_name=group_name)
+            policies.extend(
+                [
+                    backend.get_group_policy(group_name=group_name, policy_name=policy_name)[1]
+                    for policy_name in policy_names
+                ]
+            )
+
+            attached_policies, _ = backend.list_attached_group_policies(group_name=group_name)
+            policies.extend([policy.document for policy in attached_policies])
+
+        if ":user" in principal_arn:
+            user_name = principal_arn.split("/")[-1]
+            policy_names = backend.list_user_policies(user_name=user_name)
+            policies.extend(
+                [
+                    backend.get_user_policy(user_name=user_name, policy_name=policy_name)[1]
+                    for policy_name in policy_names
+                ]
+            )
+
+            attached_policies, _ = backend.list_attached_user_policies(user_name=user_name)
+            policies.extend([policy.document for policy in attached_policies])
+
+        return policies

From 4952b82bf6ef70ae159c9fb128b5c6b12e127cfa Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Mon, 3 Nov 2025 21:38:06 +0100
Subject: [PATCH 348/697] Update ASF APIs (#13329)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
Co-authored-by: Silvio Vasiljevic <silvio.vasiljevic@gmail.com>
---
 .../localstack/aws/api/ec2/__init__.py        | 487 ++++++++++++++++++
 .../localstack/aws/api/iam/__init__.py        |   7 +
 .../localstack/aws/api/kinesis/__init__.py    |  19 +
 .../localstack/aws/api/kms/__init__.py        |   6 +
 .../localstack/aws/api/lambda_/__init__.py    |  10 +
 .../localstack/aws/api/route53/__init__.py    |   2 +
 .../localstack/aws/api/s3/__init__.py         |   4 +
 pyproject.toml                                |   6 +-
 requirements-base-runtime.txt                 |   4 +-
 requirements-dev.txt                          |   6 +-
 requirements-runtime.txt                      |   6 +-
 requirements-test.txt                         |   6 +-
 requirements-typehint.txt                     |   6 +-
 tests/unit/aws/protocol/test_parser.py        |   4 +-
 tests/unit/aws/test_connect.py                |   2 -
 15 files changed, 554 insertions(+), 21 deletions(-)

diff --git a/localstack-core/localstack/aws/api/ec2/__init__.py b/localstack-core/localstack/aws/api/ec2/__init__.py
index cc8e890a7a63b..8b598c987a82e 100644
--- a/localstack-core/localstack/aws/api/ec2/__init__.py
+++ b/localstack-core/localstack/aws/api/ec2/__init__.py
@@ -69,6 +69,7 @@
 DescribeCapacityManagerDataExportsRequestMaxResults = int
 DescribeCapacityReservationBillingRequestsRequestMaxResults = int
 DescribeCapacityReservationFleetsMaxResults = int
+DescribeCapacityReservationTopologyMaxResults = int
 DescribeCapacityReservationsMaxResults = int
 DescribeClassicLinkInstancesMaxResults = int
 DescribeClientVpnAuthorizationRulesMaxResults = int
@@ -212,6 +213,8 @@
 IpamPoolAllocationId = str
 IpamPoolCidrId = str
 IpamPoolId = str
+IpamPrefixListResolverId = str
+IpamPrefixListResolverTargetId = str
 IpamResourceDiscoveryAssociationId = str
 IpamResourceDiscoveryId = str
 IpamScopeId = str
@@ -2724,6 +2727,57 @@ class IpamPoolState(StrEnum):
     restore_in_progress = "restore-in-progress"
 
 
+class IpamPrefixListResolverRuleConditionOperation(StrEnum):
+    equals = "equals"
+    not_equals = "not-equals"
+    subnet_of = "subnet-of"
+
+
+class IpamPrefixListResolverRuleType(StrEnum):
+    static_cidr = "static-cidr"
+    ipam_resource_cidr = "ipam-resource-cidr"
+    ipam_pool_cidr = "ipam-pool-cidr"
+
+
+class IpamPrefixListResolverState(StrEnum):
+    create_in_progress = "create-in-progress"
+    create_complete = "create-complete"
+    create_failed = "create-failed"
+    modify_in_progress = "modify-in-progress"
+    modify_complete = "modify-complete"
+    modify_failed = "modify-failed"
+    delete_in_progress = "delete-in-progress"
+    delete_complete = "delete-complete"
+    delete_failed = "delete-failed"
+    isolate_in_progress = "isolate-in-progress"
+    isolate_complete = "isolate-complete"
+    restore_in_progress = "restore-in-progress"
+
+
+class IpamPrefixListResolverTargetState(StrEnum):
+    create_in_progress = "create-in-progress"
+    create_complete = "create-complete"
+    create_failed = "create-failed"
+    modify_in_progress = "modify-in-progress"
+    modify_complete = "modify-complete"
+    modify_failed = "modify-failed"
+    sync_in_progress = "sync-in-progress"
+    sync_complete = "sync-complete"
+    sync_failed = "sync-failed"
+    delete_in_progress = "delete-in-progress"
+    delete_complete = "delete-complete"
+    delete_failed = "delete-failed"
+    isolate_in_progress = "isolate-in-progress"
+    isolate_complete = "isolate-complete"
+    restore_in_progress = "restore-in-progress"
+
+
+class IpamPrefixListResolverVersionCreationStatus(StrEnum):
+    pending = "pending"
+    success = "success"
+    failure = "failure"
+
+
 class IpamPublicAddressAssociationStatus(StrEnum):
     associated = "associated"
     disassociated = "disassociated"
@@ -3488,6 +3542,8 @@ class ResourceType(StrEnum):
     ipam_external_resource_verification_token = "ipam-external-resource-verification-token"
     capacity_block = "capacity-block"
     mac_modification_task = "mac-modification-task"
+    ipam_prefix_list_resolver = "ipam-prefix-list-resolver"
+    ipam_prefix_list_resolver_target = "ipam-prefix-list-resolver-target"
     capacity_manager_data_export = "capacity-manager-data-export"
 
 
@@ -6619,6 +6675,23 @@ class CapacityReservationSpecificationResponse(TypedDict, total=False):
     CapacityReservationTarget: Optional[CapacityReservationTargetResponse]
 
 
+NetworkNodeSet = List[String]
+
+
+class CapacityReservationTopology(TypedDict, total=False):
+    CapacityReservationId: Optional[String]
+    CapacityBlockId: Optional[String]
+    State: Optional[String]
+    InstanceType: Optional[String]
+    GroupName: Optional[String]
+    NetworkNodes: Optional[NetworkNodeSet]
+    AvailabilityZoneId: Optional[String]
+    AvailabilityZone: Optional[String]
+
+
+CapacityReservationTopologySet = List[CapacityReservationTopology]
+
+
 class CarrierGateway(TypedDict, total=False):
     CarrierGatewayId: Optional[CarrierGatewayId]
     VpcId: Optional[VpcId]
@@ -7393,6 +7466,9 @@ class VpcEncryptionControlExclusions(TypedDict, total=False):
     NatGateway: Optional[VpcEncryptionControlExclusion]
     VirtualPrivateGateway: Optional[VpcEncryptionControlExclusion]
     VpcPeering: Optional[VpcEncryptionControlExclusion]
+    Lambda: Optional[VpcEncryptionControlExclusion]
+    VpcLattice: Optional[VpcEncryptionControlExclusion]
+    ElasticFileSystem: Optional[VpcEncryptionControlExclusion]
 
 
 class VpcEncryptionControl(TypedDict, total=False):
@@ -8157,6 +8233,88 @@ class CreateIpamPoolResult(TypedDict, total=False):
     IpamPool: Optional[IpamPool]
 
 
+class IpamPrefixListResolverRuleConditionRequest(TypedDict, total=False):
+    Operation: IpamPrefixListResolverRuleConditionOperation
+    IpamPoolId: Optional[String]
+    ResourceId: Optional[String]
+    ResourceOwner: Optional[String]
+    ResourceRegion: Optional[String]
+    ResourceTag: Optional[RequestIpamResourceTag]
+    Cidr: Optional[String]
+
+
+IpamPrefixListResolverRuleConditionRequestSet = List[IpamPrefixListResolverRuleConditionRequest]
+
+
+class IpamPrefixListResolverRuleRequest(TypedDict, total=False):
+    RuleType: IpamPrefixListResolverRuleType
+    StaticCidr: Optional[String]
+    IpamScopeId: Optional[IpamScopeId]
+    ResourceType: Optional[IpamResourceType]
+    Conditions: Optional[IpamPrefixListResolverRuleConditionRequestSet]
+
+
+IpamPrefixListResolverRuleRequestSet = List[IpamPrefixListResolverRuleRequest]
+
+
+class CreateIpamPrefixListResolverRequest(ServiceRequest):
+    DryRun: Optional[Boolean]
+    IpamId: IpamId
+    Description: Optional[String]
+    AddressFamily: AddressFamily
+    Rules: Optional[IpamPrefixListResolverRuleRequestSet]
+    TagSpecifications: Optional[TagSpecificationList]
+    ClientToken: Optional[String]
+
+
+class IpamPrefixListResolver(TypedDict, total=False):
+    OwnerId: Optional[String]
+    IpamPrefixListResolverId: Optional[IpamPrefixListResolverId]
+    IpamPrefixListResolverArn: Optional[ResourceArn]
+    IpamArn: Optional[ResourceArn]
+    IpamRegion: Optional[String]
+    Description: Optional[String]
+    AddressFamily: Optional[AddressFamily]
+    State: Optional[IpamPrefixListResolverState]
+    Tags: Optional[TagList]
+    LastVersionCreationStatus: Optional[IpamPrefixListResolverVersionCreationStatus]
+    LastVersionCreationStatusMessage: Optional[String]
+
+
+class CreateIpamPrefixListResolverResult(TypedDict, total=False):
+    IpamPrefixListResolver: Optional[IpamPrefixListResolver]
+
+
+class CreateIpamPrefixListResolverTargetRequest(ServiceRequest):
+    DryRun: Optional[Boolean]
+    IpamPrefixListResolverId: IpamPrefixListResolverId
+    PrefixListId: String
+    PrefixListRegion: String
+    DesiredVersion: Optional[BoxedLong]
+    TrackLatestVersion: Boolean
+    TagSpecifications: Optional[TagSpecificationList]
+    ClientToken: Optional[String]
+
+
+class IpamPrefixListResolverTarget(TypedDict, total=False):
+    IpamPrefixListResolverTargetId: Optional[IpamPrefixListResolverTargetId]
+    IpamPrefixListResolverTargetArn: Optional[ResourceArn]
+    IpamPrefixListResolverId: Optional[IpamPrefixListResolverId]
+    OwnerId: Optional[String]
+    PrefixListId: Optional[PrefixListResourceId]
+    PrefixListRegion: Optional[String]
+    DesiredVersion: Optional[BoxedLong]
+    LastSyncedVersion: Optional[BoxedLong]
+    TrackLatestVersion: Optional[Boolean]
+    StateMessage: Optional[String]
+    State: Optional[IpamPrefixListResolverTargetState]
+    Tags: Optional[TagList]
+
+
+class CreateIpamPrefixListResolverTargetResult(TypedDict, total=False):
+    IpamPrefixListResolverTarget: Optional[IpamPrefixListResolverTarget]
+
+
 class CreateIpamRequest(ServiceRequest):
     DryRun: Optional[Boolean]
     Description: Optional[String]
@@ -9024,6 +9182,8 @@ class ManagedPrefixList(TypedDict, total=False):
     Version: Optional[Long]
     Tags: Optional[TagList]
     OwnerId: Optional[String]
+    IpamPrefixListResolverTargetId: Optional[String]
+    IpamPrefixListResolverSyncEnabled: Optional[Boolean]
 
 
 class CreateManagedPrefixListResult(TypedDict, total=False):
@@ -9356,6 +9516,7 @@ class NetworkInterface(TypedDict, total=False):
     Ipv6Address: Optional[String]
     Operator: Optional[OperatorResponse]
     AssociatedSubnets: Optional[AssociatedSubnetList]
+    AvailabilityZoneId: Optional[String]
 
 
 class CreateNetworkInterfaceResult(TypedDict, total=False):
@@ -11272,6 +11433,24 @@ class DeleteIpamPoolResult(TypedDict, total=False):
     IpamPool: Optional[IpamPool]
 
 
+class DeleteIpamPrefixListResolverRequest(ServiceRequest):
+    DryRun: Optional[Boolean]
+    IpamPrefixListResolverId: IpamPrefixListResolverId
+
+
+class DeleteIpamPrefixListResolverResult(TypedDict, total=False):
+    IpamPrefixListResolver: Optional[IpamPrefixListResolver]
+
+
+class DeleteIpamPrefixListResolverTargetRequest(ServiceRequest):
+    DryRun: Optional[Boolean]
+    IpamPrefixListResolverTargetId: IpamPrefixListResolverTargetId
+
+
+class DeleteIpamPrefixListResolverTargetResult(TypedDict, total=False):
+    IpamPrefixListResolverTarget: Optional[IpamPrefixListResolverTarget]
+
+
 class DeleteIpamRequest(ServiceRequest):
     DryRun: Optional[Boolean]
     IpamId: IpamId
@@ -12269,6 +12448,19 @@ class DescribeCapacityReservationFleetsResult(TypedDict, total=False):
     NextToken: Optional[String]
 
 
+class DescribeCapacityReservationTopologyRequest(ServiceRequest):
+    DryRun: Optional[Boolean]
+    NextToken: Optional[String]
+    MaxResults: Optional[DescribeCapacityReservationTopologyMaxResults]
+    CapacityReservationIds: Optional[CapacityReservationIdSet]
+    Filters: Optional[FilterList]
+
+
+class DescribeCapacityReservationTopologyResult(TypedDict, total=False):
+    NextToken: Optional[String]
+    CapacityReservations: Optional[CapacityReservationTopologySet]
+
+
 class DescribeCapacityReservationsRequest(ServiceRequest):
     CapacityReservationIds: Optional[CapacityReservationIdSet]
     NextToken: Optional[String]
@@ -14195,6 +14387,39 @@ class DescribeIpamPoolsResult(TypedDict, total=False):
     IpamPools: Optional[IpamPoolSet]
 
 
+class DescribeIpamPrefixListResolverTargetsRequest(ServiceRequest):
+    DryRun: Optional[Boolean]
+    Filters: Optional[FilterList]
+    MaxResults: Optional[IpamMaxResults]
+    NextToken: Optional[NextToken]
+    IpamPrefixListResolverTargetIds: Optional[ValueStringList]
+    IpamPrefixListResolverId: Optional[IpamPrefixListResolverId]
+
+
+IpamPrefixListResolverTargetSet = List[IpamPrefixListResolverTarget]
+
+
+class DescribeIpamPrefixListResolverTargetsResult(TypedDict, total=False):
+    NextToken: Optional[NextToken]
+    IpamPrefixListResolverTargets: Optional[IpamPrefixListResolverTargetSet]
+
+
+class DescribeIpamPrefixListResolversRequest(ServiceRequest):
+    DryRun: Optional[Boolean]
+    Filters: Optional[FilterList]
+    MaxResults: Optional[IpamMaxResults]
+    NextToken: Optional[NextToken]
+    IpamPrefixListResolverIds: Optional[ValueStringList]
+
+
+IpamPrefixListResolverSet = List[IpamPrefixListResolver]
+
+
+class DescribeIpamPrefixListResolversResult(TypedDict, total=False):
+    NextToken: Optional[NextToken]
+    IpamPrefixListResolvers: Optional[IpamPrefixListResolverSet]
+
+
 class DescribeIpamResourceDiscoveriesRequest(ServiceRequest):
     DryRun: Optional[Boolean]
     IpamResourceDiscoveryIds: Optional[ValueStringList]
@@ -18310,6 +18535,87 @@ class GetIpamPoolCidrsResult(TypedDict, total=False):
     NextToken: Optional[NextToken]
 
 
+class GetIpamPrefixListResolverRulesRequest(ServiceRequest):
+    DryRun: Optional[Boolean]
+    IpamPrefixListResolverId: IpamPrefixListResolverId
+    Filters: Optional[FilterList]
+    MaxResults: Optional[IpamMaxResults]
+    NextToken: Optional[NextToken]
+
+
+class IpamPrefixListResolverRuleCondition(TypedDict, total=False):
+    Operation: Optional[IpamPrefixListResolverRuleConditionOperation]
+    IpamPoolId: Optional[String]
+    ResourceId: Optional[String]
+    ResourceOwner: Optional[String]
+    ResourceRegion: Optional[String]
+    ResourceTag: Optional[IpamResourceTag]
+    Cidr: Optional[String]
+
+
+IpamPrefixListResolverRuleConditionSet = List[IpamPrefixListResolverRuleCondition]
+
+
+class IpamPrefixListResolverRule(TypedDict, total=False):
+    RuleType: Optional[IpamPrefixListResolverRuleType]
+    StaticCidr: Optional[String]
+    IpamScopeId: Optional[IpamScopeId]
+    ResourceType: Optional[IpamResourceType]
+    Conditions: Optional[IpamPrefixListResolverRuleConditionSet]
+
+
+IpamPrefixListResolverRuleSet = List[IpamPrefixListResolverRule]
+
+
+class GetIpamPrefixListResolverRulesResult(TypedDict, total=False):
+    Rules: Optional[IpamPrefixListResolverRuleSet]
+    NextToken: Optional[NextToken]
+
+
+class GetIpamPrefixListResolverVersionEntriesRequest(ServiceRequest):
+    DryRun: Optional[Boolean]
+    IpamPrefixListResolverId: IpamPrefixListResolverId
+    IpamPrefixListResolverVersion: Long
+    MaxResults: Optional[IpamMaxResults]
+    NextToken: Optional[NextToken]
+
+
+class IpamPrefixListResolverVersionEntry(TypedDict, total=False):
+    Cidr: Optional[String]
+
+
+IpamPrefixListResolverVersionEntrySet = List[IpamPrefixListResolverVersionEntry]
+
+
+class GetIpamPrefixListResolverVersionEntriesResult(TypedDict, total=False):
+    Entries: Optional[IpamPrefixListResolverVersionEntrySet]
+    NextToken: Optional[NextToken]
+
+
+IpamPrefixListResolverVersionNumberSet = List[Long]
+
+
+class GetIpamPrefixListResolverVersionsRequest(ServiceRequest):
+    DryRun: Optional[Boolean]
+    IpamPrefixListResolverId: IpamPrefixListResolverId
+    IpamPrefixListResolverVersions: Optional[IpamPrefixListResolverVersionNumberSet]
+    MaxResults: Optional[IpamMaxResults]
+    Filters: Optional[FilterList]
+    NextToken: Optional[NextToken]
+
+
+class IpamPrefixListResolverVersion(TypedDict, total=False):
+    Version: Optional[Long]
+
+
+IpamPrefixListResolverVersionSet = List[IpamPrefixListResolverVersion]
+
+
+class GetIpamPrefixListResolverVersionsResult(TypedDict, total=False):
+    IpamPrefixListResolverVersions: Optional[IpamPrefixListResolverVersionSet]
+    NextToken: Optional[NextToken]
+
+
 class GetIpamResourceCidrsRequest(ServiceRequest):
     DryRun: Optional[Boolean]
     Filters: Optional[FilterList]
@@ -19655,6 +19961,29 @@ class ModifyIpamPoolResult(TypedDict, total=False):
     IpamPool: Optional[IpamPool]
 
 
+class ModifyIpamPrefixListResolverRequest(ServiceRequest):
+    DryRun: Optional[Boolean]
+    IpamPrefixListResolverId: IpamPrefixListResolverId
+    Description: Optional[String]
+    Rules: Optional[IpamPrefixListResolverRuleRequestSet]
+
+
+class ModifyIpamPrefixListResolverResult(TypedDict, total=False):
+    IpamPrefixListResolver: Optional[IpamPrefixListResolver]
+
+
+class ModifyIpamPrefixListResolverTargetRequest(ServiceRequest):
+    DryRun: Optional[Boolean]
+    IpamPrefixListResolverTargetId: IpamPrefixListResolverTargetId
+    DesiredVersion: Optional[BoxedLong]
+    TrackLatestVersion: Optional[BoxedBoolean]
+    ClientToken: Optional[String]
+
+
+class ModifyIpamPrefixListResolverTargetResult(TypedDict, total=False):
+    IpamPrefixListResolverTarget: Optional[IpamPrefixListResolverTarget]
+
+
 class RemoveIpamOperatingRegion(TypedDict, total=False):
     RegionName: Optional[String]
 
@@ -19762,6 +20091,7 @@ class ModifyManagedPrefixListRequest(ServiceRequest):
     AddEntries: Optional[AddPrefixListEntries]
     RemoveEntries: Optional[RemovePrefixListEntries]
     MaxEntries: Optional[Integer]
+    IpamPrefixListResolverSyncEnabled: Optional[BoxedBoolean]
 
 
 class ModifyManagedPrefixListResult(TypedDict, total=False):
@@ -22666,6 +22996,37 @@ def create_ipam_pool(
     ) -> CreateIpamPoolResult:
         raise NotImplementedError
 
+    @handler("CreateIpamPrefixListResolver")
+    def create_ipam_prefix_list_resolver(
+        self,
+        context: RequestContext,
+        ipam_id: IpamId,
+        address_family: AddressFamily,
+        dry_run: Boolean | None = None,
+        description: String | None = None,
+        rules: IpamPrefixListResolverRuleRequestSet | None = None,
+        tag_specifications: TagSpecificationList | None = None,
+        client_token: String | None = None,
+        **kwargs,
+    ) -> CreateIpamPrefixListResolverResult:
+        raise NotImplementedError
+
+    @handler("CreateIpamPrefixListResolverTarget")
+    def create_ipam_prefix_list_resolver_target(
+        self,
+        context: RequestContext,
+        ipam_prefix_list_resolver_id: IpamPrefixListResolverId,
+        prefix_list_id: String,
+        prefix_list_region: String,
+        track_latest_version: Boolean,
+        dry_run: Boolean | None = None,
+        desired_version: BoxedLong | None = None,
+        tag_specifications: TagSpecificationList | None = None,
+        client_token: String | None = None,
+        **kwargs,
+    ) -> CreateIpamPrefixListResolverTargetResult:
+        raise NotImplementedError
+
     @handler("CreateIpamResourceDiscovery")
     def create_ipam_resource_discovery(
         self,
@@ -23849,6 +24210,26 @@ def delete_ipam_pool(
     ) -> DeleteIpamPoolResult:
         raise NotImplementedError
 
+    @handler("DeleteIpamPrefixListResolver")
+    def delete_ipam_prefix_list_resolver(
+        self,
+        context: RequestContext,
+        ipam_prefix_list_resolver_id: IpamPrefixListResolverId,
+        dry_run: Boolean | None = None,
+        **kwargs,
+    ) -> DeleteIpamPrefixListResolverResult:
+        raise NotImplementedError
+
+    @handler("DeleteIpamPrefixListResolverTarget")
+    def delete_ipam_prefix_list_resolver_target(
+        self,
+        context: RequestContext,
+        ipam_prefix_list_resolver_target_id: IpamPrefixListResolverTargetId,
+        dry_run: Boolean | None = None,
+        **kwargs,
+    ) -> DeleteIpamPrefixListResolverTargetResult:
+        raise NotImplementedError
+
     @handler("DeleteIpamResourceDiscovery")
     def delete_ipam_resource_discovery(
         self,
@@ -24788,6 +25169,19 @@ def describe_capacity_reservation_fleets(
     ) -> DescribeCapacityReservationFleetsResult:
         raise NotImplementedError
 
+    @handler("DescribeCapacityReservationTopology")
+    def describe_capacity_reservation_topology(
+        self,
+        context: RequestContext,
+        dry_run: Boolean | None = None,
+        next_token: String | None = None,
+        max_results: DescribeCapacityReservationTopologyMaxResults | None = None,
+        capacity_reservation_ids: CapacityReservationIdSet | None = None,
+        filters: FilterList | None = None,
+        **kwargs,
+    ) -> DescribeCapacityReservationTopologyResult:
+        raise NotImplementedError
+
     @handler("DescribeCapacityReservations")
     def describe_capacity_reservations(
         self,
@@ -25452,6 +25846,33 @@ def describe_ipam_pools(
     ) -> DescribeIpamPoolsResult:
         raise NotImplementedError
 
+    @handler("DescribeIpamPrefixListResolverTargets")
+    def describe_ipam_prefix_list_resolver_targets(
+        self,
+        context: RequestContext,
+        dry_run: Boolean | None = None,
+        filters: FilterList | None = None,
+        max_results: IpamMaxResults | None = None,
+        next_token: NextToken | None = None,
+        ipam_prefix_list_resolver_target_ids: ValueStringList | None = None,
+        ipam_prefix_list_resolver_id: IpamPrefixListResolverId | None = None,
+        **kwargs,
+    ) -> DescribeIpamPrefixListResolverTargetsResult:
+        raise NotImplementedError
+
+    @handler("DescribeIpamPrefixListResolvers")
+    def describe_ipam_prefix_list_resolvers(
+        self,
+        context: RequestContext,
+        dry_run: Boolean | None = None,
+        filters: FilterList | None = None,
+        max_results: IpamMaxResults | None = None,
+        next_token: NextToken | None = None,
+        ipam_prefix_list_resolver_ids: ValueStringList | None = None,
+        **kwargs,
+    ) -> DescribeIpamPrefixListResolversResult:
+        raise NotImplementedError
+
     @handler("DescribeIpamResourceDiscoveries")
     def describe_ipam_resource_discoveries(
         self,
@@ -27787,6 +28208,46 @@ def get_ipam_pool_cidrs(
     ) -> GetIpamPoolCidrsResult:
         raise NotImplementedError
 
+    @handler("GetIpamPrefixListResolverRules")
+    def get_ipam_prefix_list_resolver_rules(
+        self,
+        context: RequestContext,
+        ipam_prefix_list_resolver_id: IpamPrefixListResolverId,
+        dry_run: Boolean | None = None,
+        filters: FilterList | None = None,
+        max_results: IpamMaxResults | None = None,
+        next_token: NextToken | None = None,
+        **kwargs,
+    ) -> GetIpamPrefixListResolverRulesResult:
+        raise NotImplementedError
+
+    @handler("GetIpamPrefixListResolverVersionEntries")
+    def get_ipam_prefix_list_resolver_version_entries(
+        self,
+        context: RequestContext,
+        ipam_prefix_list_resolver_id: IpamPrefixListResolverId,
+        ipam_prefix_list_resolver_version: Long,
+        dry_run: Boolean | None = None,
+        max_results: IpamMaxResults | None = None,
+        next_token: NextToken | None = None,
+        **kwargs,
+    ) -> GetIpamPrefixListResolverVersionEntriesResult:
+        raise NotImplementedError
+
+    @handler("GetIpamPrefixListResolverVersions")
+    def get_ipam_prefix_list_resolver_versions(
+        self,
+        context: RequestContext,
+        ipam_prefix_list_resolver_id: IpamPrefixListResolverId,
+        dry_run: Boolean | None = None,
+        ipam_prefix_list_resolver_versions: IpamPrefixListResolverVersionNumberSet | None = None,
+        max_results: IpamMaxResults | None = None,
+        filters: FilterList | None = None,
+        next_token: NextToken | None = None,
+        **kwargs,
+    ) -> GetIpamPrefixListResolverVersionsResult:
+        raise NotImplementedError
+
     @handler("GetIpamResourceCidrs")
     def get_ipam_resource_cidrs(
         self,
@@ -28629,6 +29090,31 @@ def modify_ipam_pool(
     ) -> ModifyIpamPoolResult:
         raise NotImplementedError
 
+    @handler("ModifyIpamPrefixListResolver")
+    def modify_ipam_prefix_list_resolver(
+        self,
+        context: RequestContext,
+        ipam_prefix_list_resolver_id: IpamPrefixListResolverId,
+        dry_run: Boolean | None = None,
+        description: String | None = None,
+        rules: IpamPrefixListResolverRuleRequestSet | None = None,
+        **kwargs,
+    ) -> ModifyIpamPrefixListResolverResult:
+        raise NotImplementedError
+
+    @handler("ModifyIpamPrefixListResolverTarget")
+    def modify_ipam_prefix_list_resolver_target(
+        self,
+        context: RequestContext,
+        ipam_prefix_list_resolver_target_id: IpamPrefixListResolverTargetId,
+        dry_run: Boolean | None = None,
+        desired_version: BoxedLong | None = None,
+        track_latest_version: BoxedBoolean | None = None,
+        client_token: String | None = None,
+        **kwargs,
+    ) -> ModifyIpamPrefixListResolverTargetResult:
+        raise NotImplementedError
+
     @handler("ModifyIpamResourceCidr")
     def modify_ipam_resource_cidr(
         self,
@@ -28709,6 +29195,7 @@ def modify_managed_prefix_list(
         add_entries: AddPrefixListEntries | None = None,
         remove_entries: RemovePrefixListEntries | None = None,
         max_entries: Integer | None = None,
+        ipam_prefix_list_resolver_sync_enabled: BoxedBoolean | None = None,
         **kwargs,
     ) -> ModifyManagedPrefixListResult:
         raise NotImplementedError
diff --git a/localstack-core/localstack/aws/api/iam/__init__.py b/localstack-core/localstack/aws/api/iam/__init__.py
index 6967249f66bf8..a2204b6c4a496 100644
--- a/localstack-core/localstack/aws/api/iam/__init__.py
+++ b/localstack-core/localstack/aws/api/iam/__init__.py
@@ -276,6 +276,13 @@ class summaryKeyType(StrEnum):
     PolicyVersionsInUseQuota = "PolicyVersionsInUseQuota"
     VersionsPerPolicyQuota = "VersionsPerPolicyQuota"
     GlobalEndpointTokenVersion = "GlobalEndpointTokenVersion"
+    AssumeRolePolicySizeQuota = "AssumeRolePolicySizeQuota"
+    InstanceProfiles = "InstanceProfiles"
+    InstanceProfilesQuota = "InstanceProfilesQuota"
+    Providers = "Providers"
+    RolePolicySizeQuota = "RolePolicySizeQuota"
+    Roles = "Roles"
+    RolesQuota = "RolesQuota"
 
 
 class AccountNotManagementOrDelegatedAdministratorException(ServiceException):
diff --git a/localstack-core/localstack/aws/api/kinesis/__init__.py b/localstack-core/localstack/aws/api/kinesis/__init__.py
index 61f6f105fac9c..8ee087fe0b6c8 100644
--- a/localstack-core/localstack/aws/api/kinesis/__init__.py
+++ b/localstack-core/localstack/aws/api/kinesis/__init__.py
@@ -18,6 +18,7 @@
 ListStreamConsumersInputLimit = int
 ListStreamsInputLimit = int
 ListTagsForStreamInputLimit = int
+MaxRecordSizeInKiB = int
 NextToken = str
 OnDemandStreamCountLimitObject = int
 OnDemandStreamCountObject = int
@@ -241,6 +242,7 @@ class CreateStreamInput(ServiceRequest):
     ShardCount: Optional[PositiveIntegerObject]
     StreamModeDetails: Optional[StreamModeDetails]
     Tags: Optional[TagMap]
+    MaxRecordSizeInKiB: Optional[MaxRecordSizeInKiB]
 
 
 Data = bytes
@@ -357,6 +359,7 @@ class StreamDescriptionSummary(TypedDict, total=False):
     KeyId: Optional[KeyId]
     OpenShardCount: ShardCountObject
     ConsumerCount: Optional[ConsumerCountObject]
+    MaxRecordSizeInKiB: Optional[MaxRecordSizeInKiB]
 
 
 class DescribeStreamSummaryOutput(TypedDict, total=False):
@@ -666,6 +669,11 @@ class UntagResourceInput(ServiceRequest):
     ResourceARN: ResourceARN
 
 
+class UpdateMaxRecordSizeInput(ServiceRequest):
+    StreamARN: Optional[StreamARN]
+    MaxRecordSizeInKiB: MaxRecordSizeInKiB
+
+
 class UpdateShardCountInput(ServiceRequest):
     StreamName: Optional[StreamName]
     TargetShardCount: PositiveIntegerObject
@@ -708,6 +716,7 @@ def create_stream(
         shard_count: PositiveIntegerObject | None = None,
         stream_mode_details: StreamModeDetails | None = None,
         tags: TagMap | None = None,
+        max_record_size_in_ki_b: MaxRecordSizeInKiB | None = None,
         **kwargs,
     ) -> None:
         raise NotImplementedError
@@ -1032,6 +1041,16 @@ def untag_resource(
     ) -> None:
         raise NotImplementedError
 
+    @handler("UpdateMaxRecordSize")
+    def update_max_record_size(
+        self,
+        context: RequestContext,
+        max_record_size_in_ki_b: MaxRecordSizeInKiB,
+        stream_arn: StreamARN | None = None,
+        **kwargs,
+    ) -> None:
+        raise NotImplementedError
+
     @handler("UpdateShardCount")
     def update_shard_count(
         self,
diff --git a/localstack-core/localstack/aws/api/kms/__init__.py b/localstack-core/localstack/aws/api/kms/__init__.py
index b5e0fec886732..9fe22853e82d7 100644
--- a/localstack-core/localstack/aws/api/kms/__init__.py
+++ b/localstack-core/localstack/aws/api/kms/__init__.py
@@ -5,6 +5,7 @@
 from localstack.aws.api import RequestContext, ServiceException, ServiceRequest, handler
 
 AWSAccountIdType = str
+AccountIdType = str
 AliasNameType = str
 ArnType = str
 BackingKeyIdResponseType = str
@@ -621,6 +622,7 @@ class CreateCustomKeyStoreRequest(ServiceRequest):
     XksProxyUriEndpoint: Optional[XksProxyUriEndpointType]
     XksProxyUriPath: Optional[XksProxyUriPathType]
     XksProxyVpcEndpointServiceName: Optional[XksProxyVpcEndpointServiceNameType]
+    XksProxyVpcEndpointServiceOwner: Optional[AccountIdType]
     XksProxyAuthenticationCredential: Optional[XksProxyAuthenticationCredentialType]
     XksProxyConnectivity: Optional[XksProxyConnectivityType]
 
@@ -744,6 +746,7 @@ class XksProxyConfigurationType(TypedDict, total=False):
     UriEndpoint: Optional[XksProxyUriEndpointType]
     UriPath: Optional[XksProxyUriPathType]
     VpcEndpointServiceName: Optional[XksProxyVpcEndpointServiceNameType]
+    VpcEndpointServiceOwner: Optional[AccountIdType]
 
 
 class CustomKeyStoresListEntry(TypedDict, total=False):
@@ -1290,6 +1293,7 @@ class UpdateCustomKeyStoreRequest(ServiceRequest):
     XksProxyUriEndpoint: Optional[XksProxyUriEndpointType]
     XksProxyUriPath: Optional[XksProxyUriPathType]
     XksProxyVpcEndpointServiceName: Optional[XksProxyVpcEndpointServiceNameType]
+    XksProxyVpcEndpointServiceOwner: Optional[AccountIdType]
     XksProxyAuthenticationCredential: Optional[XksProxyAuthenticationCredentialType]
     XksProxyConnectivity: Optional[XksProxyConnectivityType]
 
@@ -1373,6 +1377,7 @@ def create_custom_key_store(
         xks_proxy_uri_endpoint: XksProxyUriEndpointType | None = None,
         xks_proxy_uri_path: XksProxyUriPathType | None = None,
         xks_proxy_vpc_endpoint_service_name: XksProxyVpcEndpointServiceNameType | None = None,
+        xks_proxy_vpc_endpoint_service_owner: AccountIdType | None = None,
         xks_proxy_authentication_credential: XksProxyAuthenticationCredentialType | None = None,
         xks_proxy_connectivity: XksProxyConnectivityType | None = None,
         **kwargs,
@@ -1864,6 +1869,7 @@ def update_custom_key_store(
         xks_proxy_uri_endpoint: XksProxyUriEndpointType | None = None,
         xks_proxy_uri_path: XksProxyUriPathType | None = None,
         xks_proxy_vpc_endpoint_service_name: XksProxyVpcEndpointServiceNameType | None = None,
+        xks_proxy_vpc_endpoint_service_owner: AccountIdType | None = None,
         xks_proxy_authentication_credential: XksProxyAuthenticationCredentialType | None = None,
         xks_proxy_connectivity: XksProxyConnectivityType | None = None,
         **kwargs,
diff --git a/localstack-core/localstack/aws/api/lambda_/__init__.py b/localstack-core/localstack/aws/api/lambda_/__init__.py
index aa109d16f7695..7bb897c696b4b 100644
--- a/localstack-core/localstack/aws/api/lambda_/__init__.py
+++ b/localstack-core/localstack/aws/api/lambda_/__init__.py
@@ -287,6 +287,9 @@ class Runtime(StrEnum):
     java21 = "java21"
     python3_13 = "python3.13"
     nodejs22_x = "nodejs22.x"
+    java25 = "java25"
+    nodejs24_x = "nodejs24.x"
+    python3_14 = "python3.14"
 
 
 class SchemaRegistryEventRecordFormat(StrEnum):
@@ -595,6 +598,13 @@ class ResourceNotReadyException(ServiceException):
     Type: Optional[String]
 
 
+class SerializedRequestEntityTooLargeException(ServiceException):
+    code: str = "SerializedRequestEntityTooLargeException"
+    sender_fault: bool = True
+    status_code: int = 413
+    Type: Optional[String]
+
+
 class ServiceException(ServiceException):
     code: str = "ServiceException"
     sender_fault: bool = False
diff --git a/localstack-core/localstack/aws/api/route53/__init__.py b/localstack-core/localstack/aws/api/route53/__init__.py
index 2c1f6ee9d5ad5..6ac6204c35a4e 100644
--- a/localstack-core/localstack/aws/api/route53/__init__.py
+++ b/localstack-core/localstack/aws/api/route53/__init__.py
@@ -167,6 +167,7 @@ class CloudWatchRegion(StrEnum):
     ap_east_2 = "ap-east-2"
     eu_isoe_west_1 = "eu-isoe-west-1"
     ap_southeast_6 = "ap-southeast-6"
+    us_isob_west_1 = "us-isob-west-1"
 
 
 class ComparisonOperator(StrEnum):
@@ -348,6 +349,7 @@ class VPCRegion(StrEnum):
     ap_east_2 = "ap-east-2"
     eu_isoe_west_1 = "eu-isoe-west-1"
     ap_southeast_6 = "ap-southeast-6"
+    us_isob_west_1 = "us-isob-west-1"
 
 
 class CidrBlockInUseException(ServiceException):
diff --git a/localstack-core/localstack/aws/api/s3/__init__.py b/localstack-core/localstack/aws/api/s3/__init__.py
index bb6dec51dcc19..15b5da4e9e0f6 100644
--- a/localstack-core/localstack/aws/api/s3/__init__.py
+++ b/localstack-core/localstack/aws/api/s3/__init__.py
@@ -1485,6 +1485,8 @@ class CopyObjectRequest(ServiceRequest):
     GrantRead: Optional[GrantRead]
     GrantReadACP: Optional[GrantReadACP]
     GrantWriteACP: Optional[GrantWriteACP]
+    IfMatch: Optional[IfMatch]
+    IfNoneMatch: Optional[IfNoneMatch]
     Key: ObjectKey
     Metadata: Optional[Metadata]
     MetadataDirective: Optional[MetadataDirective]
@@ -3840,6 +3842,8 @@ def copy_object(
         grant_read: GrantRead | None = None,
         grant_read_acp: GrantReadACP | None = None,
         grant_write_acp: GrantWriteACP | None = None,
+        if_match: IfMatch | None = None,
+        if_none_match: IfNoneMatch | None = None,
         metadata: Metadata | None = None,
         metadata_directive: MetadataDirective | None = None,
         tagging_directive: TaggingDirective | None = None,
diff --git a/pyproject.toml b/pyproject.toml
index c086e2285b2d5..9558af558020b 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -51,9 +51,9 @@ Issues = "https://github.com/localstack/localstack/issues"
 # minimal required to actually run localstack on the host for services natively implemented in python
 base-runtime = [
     # pinned / updated by ASF update action
-    "boto3==1.40.55",
+    "boto3==1.40.64",
     # pinned / updated by ASF update action
-    "botocore==1.40.55",
+    "botocore==1.40.64",
     # transitive dependency of botocore, added to avoid specific version
     "awscrt>=0.13.14,!=0.27.1",
     "cbor2>=5.5.0",
@@ -81,7 +81,7 @@ base-runtime = [
 runtime = [
     "localstack-core[base-runtime]",
     # pinned / updated by ASF update action
-    "awscli==1.42.55",
+    "awscli==1.42.64",
     "airspeed-ext>=0.6.3",
     # antlr4-python3-runtime: exact pin because antlr4 runtime is tightly coupled to the generated parser code
     "antlr4-python3-runtime==4.13.2",
diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index 5a5132f43025a..d0deaabf9ffc1 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -11,9 +11,9 @@ attrs==25.4.0
     #   referencing
 awscrt==0.28.2
     # via localstack-core (pyproject.toml)
-boto3==1.40.55
+boto3==1.40.64
     # via localstack-core (pyproject.toml)
-botocore==1.40.55
+botocore==1.40.64
     # via
     #   boto3
     #   localstack-core (pyproject.toml)
diff --git a/requirements-dev.txt b/requirements-dev.txt
index f217958079cc2..7a69afd81b8b6 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -39,17 +39,17 @@ aws-sam-translator==1.101.0
     #   localstack-core
 aws-xray-sdk==2.14.0
     # via moto-ext
-awscli==1.42.55
+awscli==1.42.64
     # via localstack-core
 awscrt==0.28.2
     # via localstack-core
-boto3==1.40.55
+boto3==1.40.64
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.40.55
+botocore==1.40.64
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index d10a1a9812e74..361610fb8f02b 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -27,17 +27,17 @@ aws-sam-translator==1.101.0
     #   localstack-core (pyproject.toml)
 aws-xray-sdk==2.14.0
     # via moto-ext
-awscli==1.42.55
+awscli==1.42.64
     # via localstack-core (pyproject.toml)
 awscrt==0.28.2
     # via localstack-core
-boto3==1.40.55
+boto3==1.40.64
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.40.55
+botocore==1.40.64
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-test.txt b/requirements-test.txt
index 311dd982a505f..b34b16daa9ce4 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -39,17 +39,17 @@ aws-sam-translator==1.101.0
     #   localstack-core
 aws-xray-sdk==2.14.0
     # via moto-ext
-awscli==1.42.55
+awscli==1.42.64
     # via localstack-core
 awscrt==0.28.2
     # via localstack-core
-boto3==1.40.55
+boto3==1.40.64
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.40.55
+botocore==1.40.64
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index 1eda9f4139f47..1678e15dc6c00 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -39,11 +39,11 @@ aws-sam-translator==1.101.0
     #   localstack-core
 aws-xray-sdk==2.14.0
     # via moto-ext
-awscli==1.42.55
+awscli==1.42.64
     # via localstack-core
 awscrt==0.28.2
     # via localstack-core
-boto3==1.40.55
+boto3==1.40.64
     # via
     #   aws-sam-translator
     #   kclpy-ext
@@ -51,7 +51,7 @@ boto3==1.40.55
     #   moto-ext
 boto3-stubs==1.40.60
     # via localstack-core (pyproject.toml)
-botocore==1.40.55
+botocore==1.40.64
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/tests/unit/aws/protocol/test_parser.py b/tests/unit/aws/protocol/test_parser.py
index 78a5297a3bbb4..6564e844baaf8 100644
--- a/tests/unit/aws/protocol/test_parser.py
+++ b/tests/unit/aws/protocol/test_parser.py
@@ -910,9 +910,9 @@ def test_ec2_parser_ec2_with_botocore():
 
 def test_restjson_parser_path_params_with_slashes():
     _botocore_parser_integration_test(
-        service="qldb",
+        service="appconfig",
         action="ListTagsForResource",
-        ResourceArn="arn:aws:qldb:eu-central-1:000000000000:ledger/c-c67c827a",
+        ResourceArn="arn:aws:appconfig:us-east-1:000000000000:application/application-1/environment/env-1",
     )
 
 
diff --git a/tests/unit/aws/test_connect.py b/tests/unit/aws/test_connect.py
index 85962c4b41964..bf22f0d13b832 100644
--- a/tests/unit/aws/test_connect.py
+++ b/tests/unit/aws/test_connect.py
@@ -212,8 +212,6 @@ def test_external_aws_client_credentials_loaded_from_env_if_set_to_none(
             "opensearch",
             "organizations",
             "pi",
-            "qldb",
-            "qldb_session",
             "rds",
             "rds_data",
             "redshift",

From d34e9780f983e5f6af4497336c23531df09e09a0 Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Tue, 4 Nov 2025 11:45:09 +0100
Subject: [PATCH 349/697] Upgrade pinned Python dependencies (#13332)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
---
 .pre-commit-config.yaml       |   2 +-
 requirements-base-runtime.txt |   4 +-
 requirements-basic.txt        |   2 +-
 requirements-dev.txt          |  26 ++++----
 requirements-runtime.txt      |  14 ++---
 requirements-test.txt         |  20 +++---
 requirements-typehint.txt     | 112 ++++++++++++++++------------------
 7 files changed, 88 insertions(+), 92 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 402397c5c94aa..462f5f14cf621 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -3,7 +3,7 @@
 repos:
   - repo: https://github.com/astral-sh/ruff-pre-commit
     # Ruff version.
-    rev: v0.14.2
+    rev: v0.14.3
     hooks:
       - id: ruff
         args: [--fix, --exit-non-zero-on-fix]
diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index d0deaabf9ffc1..aa1a997651008 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -9,7 +9,7 @@ attrs==25.4.0
     #   jsonschema
     #   localstack-twisted
     #   referencing
-awscrt==0.28.2
+awscrt==0.28.3
     # via localstack-core (pyproject.toml)
 boto3==1.40.64
     # via localstack-core (pyproject.toml)
@@ -123,7 +123,7 @@ priority==1.3.0
     # via
     #   hypercorn
     #   localstack-twisted
-psutil==7.1.2
+psutil==7.1.3
     # via localstack-core (pyproject.toml)
 pycparser==2.23
     # via cffi
diff --git a/requirements-basic.txt b/requirements-basic.txt
index 39ca1266b01ca..36fd8e89157cc 100644
--- a/requirements-basic.txt
+++ b/requirements-basic.txt
@@ -30,7 +30,7 @@ mdurl==0.1.2
     # via markdown-it-py
 plux==1.13.0
     # via localstack-core (pyproject.toml)
-psutil==7.1.2
+psutil==7.1.3
     # via localstack-core (pyproject.toml)
 pycparser==2.23
     # via cffi
diff --git a/requirements-dev.txt b/requirements-dev.txt
index 7a69afd81b8b6..7194b5266ffd6 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -29,19 +29,19 @@ aws-cdk-asset-awscli-v1==2.2.242
     # via aws-cdk-lib
 aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
-aws-cdk-cloud-assembly-schema==48.16.0
+aws-cdk-cloud-assembly-schema==48.17.0
     # via aws-cdk-lib
-aws-cdk-lib==2.221.0
+aws-cdk-lib==2.221.1
     # via localstack-core
 aws-sam-translator==1.101.0
     # via
     #   cfn-lint
     #   localstack-core
-aws-xray-sdk==2.14.0
+aws-xray-sdk==2.15.0
     # via moto-ext
 awscli==1.42.64
     # via localstack-core
-awscrt==0.28.2
+awscrt==0.28.3
     # via localstack-core
 boto3==1.40.64
     # via
@@ -76,7 +76,7 @@ cffi==2.0.0
     # via cryptography
 cfgv==3.4.0
     # via pre-commit
-cfn-lint==1.40.3
+cfn-lint==1.40.4
     # via moto-ext
 charset-normalizer==3.4.4
     # via requests
@@ -141,7 +141,7 @@ events==0.5
     # via opensearch-py
 filelock==3.20.0
     # via virtualenv
-graphql-core==3.2.6
+graphql-core==3.2.7
     # via moto-ext
 h11==0.16.0
     # via
@@ -194,7 +194,7 @@ joserfc==1.4.0
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core
-jsii==1.117.0
+jsii==1.118.0
     # via
     #   aws-cdk-asset-awscli-v1
     #   aws-cdk-asset-node-proxy-agent-v6
@@ -252,7 +252,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.15.post10
+moto-ext==5.1.15.post30
     # via localstack-core
 mpmath==1.3.0
     # via sympy
@@ -305,7 +305,7 @@ pluggy==1.6.0
     # via
     #   localstack-core
     #   pytest
-plumbum==1.9.0
+plumbum==1.10.0
     # via pandoc
 plux==1.13.0
     # via
@@ -322,7 +322,7 @@ priority==1.3.0
     # via
     #   hypercorn
     #   localstack-twisted
-psutil==7.1.2
+psutil==7.1.3
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
@@ -402,7 +402,7 @@ referencing==0.36.2
     #   jsonschema
     #   jsonschema-path
     #   jsonschema-specifications
-regex==2025.10.23
+regex==2025.11.3
     # via cfn-lint
 requests==2.32.5
     # via
@@ -441,7 +441,7 @@ rsa==4.7.2
     # via awscli
 rstr==3.2.2
     # via localstack-core (pyproject.toml)
-ruff==0.14.2
+ruff==0.14.3
     # via localstack-core (pyproject.toml)
 s3transfer==0.14.0
     # via
@@ -492,7 +492,7 @@ urllib3==2.5.0
     #   opensearch-py
     #   requests
     #   responses
-virtualenv==20.35.3
+virtualenv==20.35.4
     # via pre-commit
 websocket-client==1.9.0
     # via localstack-core
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index 361610fb8f02b..4525484a90eef 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -25,11 +25,11 @@ aws-sam-translator==1.101.0
     # via
     #   cfn-lint
     #   localstack-core (pyproject.toml)
-aws-xray-sdk==2.14.0
+aws-xray-sdk==2.15.0
     # via moto-ext
 awscli==1.42.64
     # via localstack-core (pyproject.toml)
-awscrt==0.28.2
+awscrt==0.28.3
     # via localstack-core
 boto3==1.40.64
     # via
@@ -58,7 +58,7 @@ certifi==2025.10.5
     #   requests
 cffi==2.0.0
     # via cryptography
-cfn-lint==1.40.3
+cfn-lint==1.40.4
     # via moto-ext
 charset-normalizer==3.4.4
     # via requests
@@ -102,7 +102,7 @@ docutils==0.19
     # via awscli
 events==0.5
     # via opensearch-py
-graphql-core==3.2.6
+graphql-core==3.2.7
     # via moto-ext
 h11==0.16.0
     # via
@@ -187,7 +187,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.15.post10
+moto-ext==5.1.15.post30
     # via localstack-core (pyproject.toml)
 mpmath==1.3.0
     # via sympy
@@ -227,7 +227,7 @@ priority==1.3.0
     # via
     #   hypercorn
     #   localstack-twisted
-psutil==7.1.2
+psutil==7.1.3
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
@@ -280,7 +280,7 @@ referencing==0.36.2
     #   jsonschema
     #   jsonschema-path
     #   jsonschema-specifications
-regex==2025.10.23
+regex==2025.11.3
     # via cfn-lint
 requests==2.32.5
     # via
diff --git a/requirements-test.txt b/requirements-test.txt
index b34b16daa9ce4..6448aa82ca0e5 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -29,19 +29,19 @@ aws-cdk-asset-awscli-v1==2.2.242
     # via aws-cdk-lib
 aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
-aws-cdk-cloud-assembly-schema==48.16.0
+aws-cdk-cloud-assembly-schema==48.17.0
     # via aws-cdk-lib
-aws-cdk-lib==2.221.0
+aws-cdk-lib==2.221.1
     # via localstack-core (pyproject.toml)
 aws-sam-translator==1.101.0
     # via
     #   cfn-lint
     #   localstack-core
-aws-xray-sdk==2.14.0
+aws-xray-sdk==2.15.0
     # via moto-ext
 awscli==1.42.64
     # via localstack-core
-awscrt==0.28.2
+awscrt==0.28.3
     # via localstack-core
 boto3==1.40.64
     # via
@@ -74,7 +74,7 @@ certifi==2025.10.5
     #   requests
 cffi==2.0.0
     # via cryptography
-cfn-lint==1.40.3
+cfn-lint==1.40.4
     # via moto-ext
 charset-normalizer==3.4.4
     # via requests
@@ -124,7 +124,7 @@ docutils==0.19
     # via awscli
 events==0.5
     # via opensearch-py
-graphql-core==3.2.6
+graphql-core==3.2.7
     # via moto-ext
 h11==0.16.0
     # via
@@ -175,7 +175,7 @@ joserfc==1.4.0
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core
-jsii==1.117.0
+jsii==1.118.0
     # via
     #   aws-cdk-asset-awscli-v1
     #   aws-cdk-asset-node-proxy-agent-v6
@@ -233,7 +233,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.15.post10
+moto-ext==5.1.15.post30
     # via localstack-core
 mpmath==1.3.0
     # via sympy
@@ -281,7 +281,7 @@ priority==1.3.0
     # via
     #   hypercorn
     #   localstack-twisted
-psutil==7.1.2
+psutil==7.1.3
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
@@ -358,7 +358,7 @@ referencing==0.36.2
     #   jsonschema
     #   jsonschema-path
     #   jsonschema-specifications
-regex==2025.10.23
+regex==2025.11.3
     # via cfn-lint
 requests==2.32.5
     # via
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index 1678e15dc6c00..746359d087ddc 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -29,19 +29,19 @@ aws-cdk-asset-awscli-v1==2.2.242
     # via aws-cdk-lib
 aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
-aws-cdk-cloud-assembly-schema==48.16.0
+aws-cdk-cloud-assembly-schema==48.17.0
     # via aws-cdk-lib
-aws-cdk-lib==2.221.0
+aws-cdk-lib==2.221.1
     # via localstack-core
 aws-sam-translator==1.101.0
     # via
     #   cfn-lint
     #   localstack-core
-aws-xray-sdk==2.14.0
+aws-xray-sdk==2.15.0
     # via moto-ext
 awscli==1.42.64
     # via localstack-core
-awscrt==0.28.2
+awscrt==0.28.3
     # via localstack-core
 boto3==1.40.64
     # via
@@ -49,7 +49,7 @@ boto3==1.40.64
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-boto3-stubs==1.40.60
+boto3-stubs==1.40.64
     # via localstack-core (pyproject.toml)
 botocore==1.40.64
     # via
@@ -59,7 +59,7 @@ botocore==1.40.64
     #   localstack-core
     #   moto-ext
     #   s3transfer
-botocore-stubs==1.40.60
+botocore-stubs==1.40.65
     # via boto3-stubs
 cachetools==6.2.1
     # via
@@ -80,7 +80,7 @@ cffi==2.0.0
     # via cryptography
 cfgv==3.4.0
     # via pre-commit
-cfn-lint==1.40.3
+cfn-lint==1.40.4
     # via moto-ext
 charset-normalizer==3.4.4
     # via requests
@@ -145,7 +145,7 @@ events==0.5
     # via opensearch-py
 filelock==3.20.0
     # via virtualenv
-graphql-core==3.2.6
+graphql-core==3.2.7
     # via moto-ext
 h11==0.16.0
     # via
@@ -198,7 +198,7 @@ joserfc==1.4.0
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core
-jsii==1.117.0
+jsii==1.118.0
     # via
     #   aws-cdk-asset-awscli-v1
     #   aws-cdk-asset-node-proxy-agent-v6
@@ -256,7 +256,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.15.post10
+moto-ext==5.1.15.post30
     # via localstack-core
 mpmath==1.3.0
     # via sympy
@@ -270,17 +270,17 @@ mypy-boto3-acm-pca==1.40.54
     # via boto3-stubs
 mypy-boto3-amplify==1.40.54
     # via boto3-stubs
-mypy-boto3-apigateway==1.40.0
+mypy-boto3-apigateway==1.40.63
     # via boto3-stubs
-mypy-boto3-apigatewayv2==1.40.0
+mypy-boto3-apigatewayv2==1.40.61
     # via boto3-stubs
-mypy-boto3-appconfig==1.40.0
+mypy-boto3-appconfig==1.40.63
     # via boto3-stubs
 mypy-boto3-appconfigdata==1.40.55
     # via boto3-stubs
 mypy-boto3-application-autoscaling==1.40.58
     # via boto3-stubs
-mypy-boto3-appsync==1.40.0
+mypy-boto3-appsync==1.40.63
     # via boto3-stubs
 mypy-boto3-athena==1.40.60
     # via boto3-stubs
@@ -292,7 +292,7 @@ mypy-boto3-batch==1.40.54
     # via boto3-stubs
 mypy-boto3-ce==1.40.60
     # via boto3-stubs
-mypy-boto3-cloudcontrol==1.40.0
+mypy-boto3-cloudcontrol==1.40.63
     # via boto3-stubs
 mypy-boto3-cloudformation==1.40.57
     # via boto3-stubs
@@ -300,15 +300,15 @@ mypy-boto3-cloudfront==1.40.55
     # via boto3-stubs
 mypy-boto3-cloudtrail==1.40.59
     # via boto3-stubs
-mypy-boto3-cloudwatch==1.40.38
+mypy-boto3-cloudwatch==1.40.63
     # via boto3-stubs
 mypy-boto3-codebuild==1.40.58
     # via boto3-stubs
-mypy-boto3-codecommit==1.40.18
+mypy-boto3-codecommit==1.40.63
     # via boto3-stubs
-mypy-boto3-codeconnections==1.40.2
+mypy-boto3-codeconnections==1.40.61
     # via boto3-stubs
-mypy-boto3-codedeploy==1.40.20
+mypy-boto3-codedeploy==1.40.63
     # via boto3-stubs
 mypy-boto3-codepipeline==1.40.59
     # via boto3-stubs
@@ -320,43 +320,43 @@ mypy-boto3-cognito-idp==1.40.60
     # via boto3-stubs
 mypy-boto3-dms==1.40.58
     # via boto3-stubs
-mypy-boto3-docdb==1.40.59
+mypy-boto3-docdb==1.40.63
     # via boto3-stubs
 mypy-boto3-dynamodb==1.40.56
     # via boto3-stubs
 mypy-boto3-dynamodbstreams==1.40.59
     # via boto3-stubs
-mypy-boto3-ec2==1.40.57
+mypy-boto3-ec2==1.40.64
     # via boto3-stubs
 mypy-boto3-ecr==1.40.58
     # via boto3-stubs
-mypy-boto3-ecs==1.40.43
+mypy-boto3-ecs==1.40.63
     # via boto3-stubs
-mypy-boto3-efs==1.40.0
+mypy-boto3-efs==1.40.61
     # via boto3-stubs
 mypy-boto3-eks==1.40.59
     # via boto3-stubs
-mypy-boto3-elasticache==1.40.19
+mypy-boto3-elasticache==1.40.63
     # via boto3-stubs
 mypy-boto3-elasticbeanstalk==1.40.60
     # via boto3-stubs
 mypy-boto3-elbv2==1.40.53
     # via boto3-stubs
-mypy-boto3-emr==1.40.56
+mypy-boto3-emr==1.40.64
     # via boto3-stubs
-mypy-boto3-emr-serverless==1.40.0
+mypy-boto3-emr-serverless==1.40.63
     # via boto3-stubs
 mypy-boto3-es==1.40.55
     # via boto3-stubs
 mypy-boto3-events==1.40.55
     # via boto3-stubs
-mypy-boto3-firehose==1.40.0
+mypy-boto3-firehose==1.40.63
     # via boto3-stubs
 mypy-boto3-fis==1.40.59
     # via boto3-stubs
-mypy-boto3-glacier==1.40.18
+mypy-boto3-glacier==1.40.61
     # via boto3-stubs
-mypy-boto3-glue==1.40.50
+mypy-boto3-glue==1.40.63
     # via boto3-stubs
 mypy-boto3-iam==1.40.60
     # via boto3-stubs
@@ -372,23 +372,23 @@ mypy-boto3-iotwireless==1.40.59
     # via boto3-stubs
 mypy-boto3-kafka==1.40.54
     # via boto3-stubs
-mypy-boto3-kinesis==1.40.60
+mypy-boto3-kinesis==1.40.64
     # via boto3-stubs
 mypy-boto3-kinesisanalytics==1.40.59
     # via boto3-stubs
 mypy-boto3-kinesisanalyticsv2==1.40.57
     # via boto3-stubs
-mypy-boto3-kms==1.40.54
+mypy-boto3-kms==1.40.63
     # via boto3-stubs
 mypy-boto3-lakeformation==1.40.55
     # via boto3-stubs
-mypy-boto3-lambda==1.40.58
+mypy-boto3-lambda==1.40.64
     # via boto3-stubs
-mypy-boto3-logs==1.40.32
+mypy-boto3-logs==1.40.64
     # via boto3-stubs
 mypy-boto3-managedblockchain==1.40.60
     # via boto3-stubs
-mypy-boto3-mediaconvert==1.40.56
+mypy-boto3-mediaconvert==1.40.64
     # via boto3-stubs
 mypy-boto3-mediastore==1.40.59
     # via boto3-stubs
@@ -396,49 +396,45 @@ mypy-boto3-mq==1.40.59
     # via boto3-stubs
 mypy-boto3-mwaa==1.40.57
     # via boto3-stubs
-mypy-boto3-neptune==1.40.38
+mypy-boto3-neptune==1.40.63
     # via boto3-stubs
-mypy-boto3-opensearch==1.40.0
+mypy-boto3-opensearch==1.40.61
     # via boto3-stubs
-mypy-boto3-organizations==1.40.55
+mypy-boto3-organizations==1.40.61
     # via boto3-stubs
 mypy-boto3-pi==1.40.55
     # via boto3-stubs
 mypy-boto3-pinpoint==1.40.60
     # via boto3-stubs
-mypy-boto3-pipes==1.40.0
-    # via boto3-stubs
-mypy-boto3-qldb==1.40.54
-    # via boto3-stubs
-mypy-boto3-qldb-session==1.40.54
+mypy-boto3-pipes==1.40.61
     # via boto3-stubs
 mypy-boto3-rds==1.40.50
     # via boto3-stubs
 mypy-boto3-rds-data==1.40.60
     # via boto3-stubs
-mypy-boto3-redshift==1.40.40
+mypy-boto3-redshift==1.40.64
     # via boto3-stubs
 mypy-boto3-redshift-data==1.40.57
     # via boto3-stubs
-mypy-boto3-resource-groups==1.40.15
+mypy-boto3-resource-groups==1.40.61
     # via boto3-stubs
-mypy-boto3-resourcegroupstaggingapi==1.40.17
+mypy-boto3-resourcegroupstaggingapi==1.40.64
     # via boto3-stubs
 mypy-boto3-route53==1.40.57
     # via boto3-stubs
 mypy-boto3-route53resolver==1.40.60
     # via boto3-stubs
-mypy-boto3-s3==1.40.26
+mypy-boto3-s3==1.40.61
     # via boto3-stubs
-mypy-boto3-s3control==1.40.31
+mypy-boto3-s3control==1.40.61
     # via boto3-stubs
-mypy-boto3-sagemaker==1.40.59
+mypy-boto3-sagemaker==1.40.64
     # via boto3-stubs
-mypy-boto3-sagemaker-runtime==1.40.17
+mypy-boto3-sagemaker-runtime==1.40.63
     # via boto3-stubs
 mypy-boto3-secretsmanager==1.40.60
     # via boto3-stubs
-mypy-boto3-serverlessrepo==1.40.17
+mypy-boto3-serverlessrepo==1.40.63
     # via boto3-stubs
 mypy-boto3-servicediscovery==1.40.59
     # via boto3-stubs
@@ -448,7 +444,7 @@ mypy-boto3-sesv2==1.40.58
     # via boto3-stubs
 mypy-boto3-sns==1.40.57
     # via boto3-stubs
-mypy-boto3-sqs==1.40.35
+mypy-boto3-sqs==1.40.61
     # via boto3-stubs
 mypy-boto3-ssm==1.40.54
     # via boto3-stubs
@@ -456,7 +452,7 @@ mypy-boto3-sso-admin==1.40.60
     # via boto3-stubs
 mypy-boto3-stepfunctions==1.40.60
     # via boto3-stubs
-mypy-boto3-sts==1.40.0
+mypy-boto3-sts==1.40.63
     # via boto3-stubs
 mypy-boto3-timestream-query==1.40.54
     # via boto3-stubs
@@ -468,7 +464,7 @@ mypy-boto3-verifiedpermissions==1.40.59
     # via boto3-stubs
 mypy-boto3-wafv2==1.40.49
     # via boto3-stubs
-mypy-boto3-xray==1.40.21
+mypy-boto3-xray==1.40.61
     # via boto3-stubs
 mypy-extensions==1.1.0
     # via mypy
@@ -515,7 +511,7 @@ pluggy==1.6.0
     # via
     #   localstack-core
     #   pytest
-plumbum==1.9.0
+plumbum==1.10.0
     # via pandoc
 plux==1.13.0
     # via
@@ -532,7 +528,7 @@ priority==1.3.0
     # via
     #   hypercorn
     #   localstack-twisted
-psutil==7.1.2
+psutil==7.1.3
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
@@ -612,7 +608,7 @@ referencing==0.36.2
     #   jsonschema
     #   jsonschema-path
     #   jsonschema-specifications
-regex==2025.10.23
+regex==2025.11.3
     # via cfn-lint
 requests==2.32.5
     # via
@@ -651,7 +647,7 @@ rsa==4.7.2
     # via awscli
 rstr==3.2.2
     # via localstack-core
-ruff==0.14.2
+ruff==0.14.3
     # via localstack-core
 s3transfer==0.14.0
     # via
@@ -706,7 +702,7 @@ urllib3==2.5.0
     #   opensearch-py
     #   requests
     #   responses
-virtualenv==20.35.3
+virtualenv==20.35.4
     # via pre-commit
 websocket-client==1.9.0
     # via localstack-core

From 3262ccd0cb8db4fe619f07a9ab20c65edbca8719 Mon Sep 17 00:00:00 2001
From: Daniel Fangl <daniel.fangl@localstack.cloud>
Date: Tue, 4 Nov 2025 11:49:55 +0100
Subject: [PATCH 350/697] Change one of the test domains for the DNS tests
 (#13333)

---
 tests/unit/test_dns_server.py | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/tests/unit/test_dns_server.py b/tests/unit/test_dns_server.py
index c64f9ff5538be..66366f7b03dc3 100644
--- a/tests/unit/test_dns_server.py
+++ b/tests/unit/test_dns_server.py
@@ -301,19 +301,19 @@ def test_dns_server_alias_lifecycle(self, dns_server, query_dns):
         """Test adding and deleting aliases"""
         dns_server.add_host("example.org", TargetRecord("122.122.122.122", RecordType.A))
         dns_server.add_alias(
-            source_name="foo.something.org",
+            source_name="foo.example.org",
             record_type=RecordType.A,
             target=AliasTarget(target="example.org"),
         )
-        answer = query_dns("foo.something.org", "A")
+        answer = query_dns("foo.example.org", "A")
         assert answer.answer
         assert "122.122.122.122" in answer.to_text()
 
         # delete alias and try again
         dns_server.delete_alias(
-            source_name="foo.something.org", record_type=RecordType.A, target=AliasTarget(target="")
+            source_name="foo.example.org", record_type=RecordType.A, target=AliasTarget(target="")
         )
-        answer = query_dns("foo.something.org", "A")
+        answer = query_dns("foo.example.org", "A")
         assert not answer.answer
 
         # check if add_host is still available
@@ -420,7 +420,7 @@ def test_delete_operations_of_nonexistent_entries(self, dns_server):
 
         with pytest.raises(ValueError):
             dns_server.delete_alias(
-                source_name="foo.something.org",
+                source_name="foo.example.org",
                 record_type=RecordType.A,
                 target=AliasTarget(target=""),
             )

From a6bd4352dc85e53e8fdd54328a20e15d2d55807b Mon Sep 17 00:00:00 2001
From: Nikos <nikos.michas@localstack.cloud>
Date: Thu, 6 Nov 2025 10:05:46 +0200
Subject: [PATCH 351/697] Update localstack.dev.kubernetes script to expose DNS
 port (#13320)

---
 .../localstack/dev/kubernetes/__main__.py     | 49 +++++++++++++++++--
 1 file changed, 46 insertions(+), 3 deletions(-)

diff --git a/localstack-core/localstack/dev/kubernetes/__main__.py b/localstack-core/localstack/dev/kubernetes/__main__.py
index d8ecdcdda4bc3..255bd51cfce91 100644
--- a/localstack-core/localstack/dev/kubernetes/__main__.py
+++ b/localstack-core/localstack/dev/kubernetes/__main__.py
@@ -9,6 +9,7 @@
 NODE_PORT_START = 30010
 SERVICE_PORT_START = 4510
 NUMBER_OF_SERVICE_PORTS = 50
+EDGE_SERVICE_DNS_PORT = 31053
 
 
 @dataclasses.dataclass
@@ -144,7 +145,12 @@ def generate_mount_points(
     return mount_points
 
 
-def generate_k8s_cluster_config(mount_points: list[MountPoint], port: int = 4566):
+def generate_k8s_cluster_config(
+    mount_points: list[MountPoint],
+    port: int = 4566,
+    expose_dns: bool = False,
+    dns_port: int = 53,
+):
     volumes = [
         {
             "volume": f"{mount_point.host_path}:{mount_point.node_path}",
@@ -177,6 +183,24 @@ def generate_k8s_cluster_config(mount_points: list[MountPoint], port: int = 4566
         },
     ]
 
+    if expose_dns:
+        ports.append(
+            {
+                "nodeFilters": [
+                    "server:0",
+                ],
+                "port": f"{dns_port}:{EDGE_SERVICE_DNS_PORT}/udp",
+            }
+        )
+        ports.append(
+            {
+                "nodeFilters": [
+                    "server:0",
+                ],
+                "port": f"{dns_port}:{EDGE_SERVICE_DNS_PORT}/tcp",
+            }
+        )
+
     config = {
         "apiVersion": "k3d.io/v1alpha5",
         "kind": "Simple",
@@ -279,7 +303,10 @@ def generate_k8s_helm_overrides(
             "end": SERVICE_PORT_START + NUMBER_OF_SERVICE_PORTS,
             "nodePortStart": NODE_PORT_START,
         },
-        "dnsService": True,
+        "dnsService": {
+            "enabled": True,
+            "nodePort": EDGE_SERVICE_DNS_PORT,
+        },
     }
     overrides = {
         "debug": True,
@@ -355,6 +382,18 @@ def print_file(content: dict, file_name: str):
     help="Port to expose from the kubernetes node",
     type=click.IntRange(0, 65535),
 )
+@click.option(
+    "--expose-dns",
+    is_flag=True,
+    default=False,
+    help="Expose DNS port from the kubernetes node.",
+)
+@click.option(
+    "--dns-port",
+    default=53,
+    help="DNS port to expose from the kubernetes node. It is applied only if --expose-dns is set.",
+    type=click.IntRange(0, 65535),
+)
 @click.argument("command", nargs=-1, required=False)
 def run(
     pro: bool = None,
@@ -367,13 +406,17 @@ def run(
     command: str = None,
     env: list[str] = None,
     port: int = None,
+    expose_dns: bool = False,
+    dns_port: int = 53,
 ):
     """
     A tool for localstack developers to generate the kubernetes cluster configuration file and the overrides to mount the localstack code into the cluster.
     """
     mount_points = generate_mount_points(pro, mount_moto, mount_entrypoints)
 
-    config = generate_k8s_cluster_config(mount_points, port=port)
+    config = generate_k8s_cluster_config(
+        mount_points, port=port, expose_dns=expose_dns, dns_port=dns_port
+    )
 
     overrides = generate_k8s_helm_overrides(mount_points, pro=pro, env=env)
 

From 5f5a8fb7480dec9dde6fe8640d5d9fecad98f72a Mon Sep 17 00:00:00 2001
From: John Eismeier <42679190+jeis4wpi@users.noreply.github.com>
Date: Thu, 6 Nov 2025 04:43:18 -0500
Subject: [PATCH 352/697] Propose fix two typos (#13341)

Signed-off-by: John E <jeis4wpi@outlook.com>
---
 localstack-core/localstack/aws/protocol/parser.py | 2 +-
 scripts/metrics_coverage/diff_metrics_coverage.py | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/localstack-core/localstack/aws/protocol/parser.py b/localstack-core/localstack/aws/protocol/parser.py
index a2c7482898a88..636bc15d7a531 100644
--- a/localstack-core/localstack/aws/protocol/parser.py
+++ b/localstack-core/localstack/aws/protocol/parser.py
@@ -1032,7 +1032,7 @@ def parse_data_item(self, stream: io.BufferedReader) -> Any:
             return method(stream, additional_info)
         else:
             raise ProtocolParserError(
-                f"Unsupported inital byte found for data item- "
+                f"Unsupported initial byte found for data item- "
                 f"Major type:{major_type}, Additional info: "
                 f"{additional_info}"
             )
diff --git a/scripts/metrics_coverage/diff_metrics_coverage.py b/scripts/metrics_coverage/diff_metrics_coverage.py
index 1036dfa5283b6..0ab708b298958 100644
--- a/scripts/metrics_coverage/diff_metrics_coverage.py
+++ b/scripts/metrics_coverage/diff_metrics_coverage.py
@@ -213,7 +213,7 @@ def create_readable_report(
         if additional_test_details:
             fd.write("    <h2>Additional Test Coverage</h2>\n")
             fd.write(
-                "<div>     Note: this is probalby wrong usage of the script. It includes operations that have been covered with the acceptance tests only"
+                "<div>     Note: this is probably wrong usage of the script. It includes operations that have been covered with the acceptance tests only"
             )
             fd.write(f"<p>{additional_test_details}</p></div>\n")
         fd.write("</body></html>")

From a2d83bfbd8d37ceb6bce1b66a27841ebb3cabac6 Mon Sep 17 00:00:00 2001
From: Daniel Fangl <daniel.fangl@localstack.cloud>
Date: Thu, 6 Nov 2025 13:30:51 +0100
Subject: [PATCH 353/697] OpenSearch: Disable SSL validation for unsupported
 regions (#13346)

---
 tests/aws/services/opensearch/test_opensearch.py | 15 +++++++++++++++
 1 file changed, 15 insertions(+)

diff --git a/tests/aws/services/opensearch/test_opensearch.py b/tests/aws/services/opensearch/test_opensearch.py
index 82e4d6dc49809..30917034c3e75 100644
--- a/tests/aws/services/opensearch/test_opensearch.py
+++ b/tests/aws/services/opensearch/test_opensearch.py
@@ -99,6 +99,21 @@ def try_cluster_health(cluster_url: str):
     ], "expected cluster state to be in a valid state"
 
 
+@pytest.fixture(autouse=True)
+def disable_ssl_validation_for_unsupported_regions(region_name, monkeypatch):
+    # list of regions supported in our certificate
+    # prevents SSL verification for regional hostnames not present in the SAN list of the certificate
+    if region_name not in {
+        "eu-central-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    }:
+        monkeypatch.setattr(requests, "verify_ssl", False)
+
+
 @markers.skip_offline
 class TestOpensearchProvider:
     """

From 4484dd1518abf82d8fe6937011a52273f35cc01f Mon Sep 17 00:00:00 2001
From: Steve Purcell <steve@sanityinc.com>
Date: Fri, 7 Nov 2025 06:08:04 +1300
Subject: [PATCH 354/697] services/logs: Add ListLogGroups operation (#13337)

---
 .../localstack/services/logs/provider.py      | 55 ++++++++++++-------
 tests/aws/services/logs/test_logs.py          |  9 ++-
 .../aws/services/logs/test_logs.snapshot.json | 30 +++++++++-
 .../services/logs/test_logs.validation.json   |  8 ++-
 4 files changed, 79 insertions(+), 23 deletions(-)

diff --git a/localstack-core/localstack/services/logs/provider.py b/localstack-core/localstack/services/logs/provider.py
index 94d2cca1791aa..c18df99a9bdef 100644
--- a/localstack-core/localstack/services/logs/provider.py
+++ b/localstack-core/localstack/services/logs/provider.py
@@ -22,10 +22,13 @@
     InputLogEvents,
     InvalidParameterException,
     KmsKeyId,
+    ListLogGroupsRequest,
+    ListLogGroupsResponse,
     ListTagsForResourceResponse,
     ListTagsLogGroupResponse,
     LogGroupClass,
     LogGroupName,
+    LogGroupSummary,
     LogsApi,
     LogStreamName,
     PutLogEventsResponse,
@@ -43,7 +46,7 @@
 from localstack.utils.aws import arns
 from localstack.utils.aws.client_types import ServicePrincipal
 from localstack.utils.bootstrap import is_api_enabled
-from localstack.utils.common import is_number
+from localstack.utils.numbers import is_number
 from localstack.utils.patch import patch
 
 LOG = logging.getLogger(__name__)
@@ -60,8 +63,8 @@ def put_log_events(
         log_group_name: LogGroupName,
         log_stream_name: LogStreamName,
         log_events: InputLogEvents,
-        sequence_token: SequenceToken = None,
-        entity: Entity = None,
+        sequence_token: SequenceToken | None = None,
+        entity: Entity | None = None,
         **kwargs,
     ) -> PutLogEventsResponse:
         logs_backend = get_moto_logs_backend(context.account_id, context.region)
@@ -97,33 +100,32 @@ def describe_log_groups(
     ) -> DescribeLogGroupsResponse:
         region_backend = get_moto_logs_backend(context.account_id, context.region)
 
-        prefix: str = request.get("logGroupNamePrefix", "")
-        pattern: str = request.get("logGroupNamePattern", "")
+        prefix: str | None = request.get("logGroupNamePrefix", "")
+        pattern: str | None = request.get("logGroupNamePattern", "")
 
         if pattern and prefix:
             raise InvalidParameterException(
                 "LogGroup name prefix and LogGroup name pattern are mutually exclusive parameters."
             )
 
-        copy_groups = copy.deepcopy(dict(region_backend.groups))
+        moto_groups = copy.deepcopy(dict(region_backend.groups)).values()
 
         groups = [
-            group.to_describe_dict()
-            for name, group in copy_groups.items()
+            {"logGroupClass": LogGroupClass.STANDARD} | group.to_describe_dict()
+            for group in sorted(moto_groups, key=lambda g: g.name)
             if not (prefix or pattern)
-            or (prefix and name.startswith(prefix))
-            or (pattern and pattern in name)
+            or (prefix and group.name.startswith(prefix))
+            or (pattern and pattern in group.name)
         ]
 
-        groups = sorted(groups, key=lambda x: x["logGroupName"])
         return DescribeLogGroupsResponse(logGroups=groups)
 
     @handler("DescribeLogStreams", expand=False)
     def describe_log_streams(
         self, context: RequestContext, request: DescribeLogStreamsRequest
     ) -> DescribeLogStreamsResponse:
-        log_group_name: str = request.get("logGroupName")
-        log_group_identifier: str = request.get("logGroupIdentifier")
+        log_group_name: str | None = request.get("logGroupName")
+        log_group_identifier: str | None = request.get("logGroupIdentifier")
 
         if log_group_identifier and log_group_name:
             raise CommonServiceException(
@@ -138,13 +140,29 @@ def describe_log_streams(
 
         return moto.call_moto_with_request(context, request_copy)
 
+    @handler("ListLogGroups", expand=False)
+    def list_log_groups(
+        self, context: RequestContext, request: ListLogGroupsRequest
+    ) -> ListLogGroupsResponse:
+        pattern: str | None = request.get("logGroupNamePattern")
+        region_backend: LogsBackend = get_moto_logs_backend(context.account_id, context.region)
+        moto_groups = copy.deepcopy(region_backend.groups).values()
+        groups = [
+            LogGroupSummary(
+                logGroupName=group.name, logGroupArn=group.arn, logGroupClass=LogGroupClass.STANDARD
+            )
+            for group in sorted(moto_groups, key=lambda g: g.name)
+            if not pattern or pattern in group.name
+        ]
+        return ListLogGroupsResponse(logGroups=groups)
+
     def create_log_group(
         self,
         context: RequestContext,
         log_group_name: LogGroupName,
-        kms_key_id: KmsKeyId = None,
-        tags: Tags = None,
-        log_group_class: LogGroupClass = None,
+        kms_key_id: KmsKeyId | None = None,
+        tags: Tags | None = None,
+        log_group_class: LogGroupClass | None = None,
         **kwargs,
     ) -> None:
         call_moto(context)
@@ -442,10 +460,9 @@ def moto_to_describe_dict(target, self):
     # reported race condition in https://github.com/localstack/localstack/issues/8011
     # making copy of "streams" dict here to avoid issues while summing up storedBytes
     copy_streams = copy.deepcopy(self.streams)
-    # parity tests shows that the arn ends with ":*"
-    arn = self.arn if self.arn.endswith(":*") else f"{self.arn}:*"
     log_group = {
-        "arn": arn,
+        "arn": f"{self.arn}:*",
+        "logGroupArn": self.arn,
         "creationTime": self.creation_time,
         "logGroupName": self.name,
         "metricFilterCount": 0,
diff --git a/tests/aws/services/logs/test_logs.py b/tests/aws/services/logs/test_logs.py
index bf3abb3a5294f..078df8bff5923 100644
--- a/tests/aws/services/logs/test_logs.py
+++ b/tests/aws/services/logs/test_logs.py
@@ -166,9 +166,9 @@ def test_list_tags_log_group(self, snapshot, aws_client):
             # TODO 'describe-log-groups' returns different attributes on AWS when using
             #   'logGroupNamePattern' compared to 'logGroupNamePrefix' (for the same log group)
             #    seems like a weird issue on AWS side, we just exclude the paths here for this particular call
-            "$..describe-log-groups-pattern.logGroups..metricFilterCount",
             "$..describe-log-groups-pattern.logGroups..storedBytes",
             "$..describe-log-groups-pattern.nextToken",
+            "$..list-log-groups-pattern-match.nextToken",
         ]
     )
     @markers.aws.validated
@@ -204,6 +204,13 @@ def test_create_and_delete_log_stream(self, logs_log_group, aws_client, region_n
             )
         snapshot.match("error-describe-logs-group", ctx.value.response)
 
+        response = aws_client.logs.list_log_groups(logGroupNamePattern="no-such-group")
+        snapshot.match("list-log-groups-pattern-no-match", response)
+        response = aws_client.logs.list_log_groups(
+            logGroupNamePattern=logs_log_group.split("-")[-1]
+        )
+        snapshot.match("list-log-groups-pattern-match", response)
+
         aws_client.logs.create_log_stream(logGroupName=logs_log_group, logStreamName=test_name)
         log_streams_between = aws_client.logs.describe_log_streams(logGroupName=logs_log_group).get(
             "logStreams", []
diff --git a/tests/aws/services/logs/test_logs.snapshot.json b/tests/aws/services/logs/test_logs.snapshot.json
index 9f6e7b429a931..4af79c2d4e286 100644
--- a/tests/aws/services/logs/test_logs.snapshot.json
+++ b/tests/aws/services/logs/test_logs.snapshot.json
@@ -140,13 +140,15 @@
     }
   },
   "tests/aws/services/logs/test_logs.py::TestCloudWatchLogs::test_create_and_delete_log_stream": {
-    "recorded-date": "06-04-2023, 11:42:42",
+    "recorded-date": "05-11-2025, 17:25:32",
     "recorded-content": {
       "describe-log-groups-prefix": {
         "logGroups": [
           {
             "arn": "arn:<partition>:logs:<region>:111111111111:log-group:<log-group-name:1>:*",
             "creationTime": "timestamp",
+            "logGroupArn": "arn:<partition>:logs:<region>:111111111111:log-group:<log-group-name:1>",
+            "logGroupClass": "STANDARD",
             "logGroupName": "<log-group-name:1>",
             "metricFilterCount": 0,
             "storedBytes": 0
@@ -162,7 +164,10 @@
           {
             "arn": "arn:<partition>:logs:<region>:111111111111:log-group:<log-group-name:1>:*",
             "creationTime": "timestamp",
-            "logGroupName": "<log-group-name:1>"
+            "logGroupArn": "arn:<partition>:logs:<region>:111111111111:log-group:<log-group-name:1>",
+            "logGroupClass": "STANDARD",
+            "logGroupName": "<log-group-name:1>",
+            "metricFilterCount": 0
           }
         ],
         "nextToken": "<next_token>",
@@ -181,6 +186,27 @@
           "HTTPStatusCode": 400
         }
       },
+      "list-log-groups-pattern-no-match": {
+        "logGroups": [],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "list-log-groups-pattern-match": {
+        "logGroups": [
+          {
+            "logGroupArn": "arn:<partition>:logs:<region>:111111111111:log-group:<log-group-name:1>",
+            "logGroupClass": "STANDARD",
+            "logGroupName": "<log-group-name:1>"
+          }
+        ],
+        "nextToken": "<next_token>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
       "logs_log_group": [
         {
           "logStreamName": "<log-stream-name:1>",
diff --git a/tests/aws/services/logs/test_logs.validation.json b/tests/aws/services/logs/test_logs.validation.json
index 4be0d1979501c..1298ee398c28b 100644
--- a/tests/aws/services/logs/test_logs.validation.json
+++ b/tests/aws/services/logs/test_logs.validation.json
@@ -3,7 +3,13 @@
     "last_validated_date": "2024-05-24T13:57:11+00:00"
   },
   "tests/aws/services/logs/test_logs.py::TestCloudWatchLogs::test_create_and_delete_log_stream": {
-    "last_validated_date": "2023-04-06T09:42:42+00:00"
+    "last_validated_date": "2025-11-05T17:25:41+00:00",
+    "durations_in_seconds": {
+      "setup": 1.91,
+      "call": 3.46,
+      "teardown": 0.16,
+      "total": 5.53
+    }
   },
   "tests/aws/services/logs/test_logs.py::TestCloudWatchLogs::test_filter_log_events_response_header": {
     "last_validated_date": "2024-05-24T13:58:30+00:00"

From bfcc67129c1957661a33a74832e8d310dbf18f7c Mon Sep 17 00:00:00 2001
From: Anastasia Dusak <61540676+k-a-il@users.noreply.github.com>
Date: Thu, 6 Nov 2025 18:35:12 +0100
Subject: [PATCH 355/697] IaC: Load the AWS catalog from the platform or cached
 file (#13179)

---
 .../utils/catalog/catalog_loader.py           | 114 +++++++++++++++++-
 tests/unit/utils/catalog/__init__.py          |   0
 tests/unit/utils/catalog/conftest.py          |  38 ++++++
 .../unit/utils/{ => catalog}/test_catalog.py  |   0
 .../unit/utils/catalog/test_catalog_loader.py |  42 +++++++
 5 files changed, 191 insertions(+), 3 deletions(-)
 create mode 100644 tests/unit/utils/catalog/__init__.py
 create mode 100644 tests/unit/utils/catalog/conftest.py
 rename tests/unit/utils/{ => catalog}/test_catalog.py (100%)
 create mode 100644 tests/unit/utils/catalog/test_catalog_loader.py

diff --git a/localstack-core/localstack/utils/catalog/catalog_loader.py b/localstack-core/localstack/utils/catalog/catalog_loader.py
index 885e2d9978a79..2c2e84628abca 100644
--- a/localstack-core/localstack/utils/catalog/catalog_loader.py
+++ b/localstack-core/localstack/utils/catalog/catalog_loader.py
@@ -1,11 +1,119 @@
 import json
+import logging
+from json import JSONDecodeError
+from pathlib import Path
 
+import requests
+from pydantic import BaseModel
+
+from localstack import config, constants
 from localstack.utils.catalog.common import AwsRemoteCatalog
+from localstack.utils.http import get_proxies
+from localstack.utils.json import FileMappedDocument
+
+LOG = logging.getLogger(__name__)
+
+AWS_CATALOG_FILE_NAME = "aws_catalog.json"
+
 
-LICENSE_CATALOG_PATH = ""
+class RemoteCatalogVersionResponse(BaseModel):
+    emulator_type: str
+    version: str
+
+
+class AwsCatalogLoaderException(Exception):
+    def __init__(self, msg: str, *args):
+        super().__init__(msg, *args)
 
 
 class RemoteCatalogLoader:
+    supported_schema_version = "v1"
+    api_endpoint_catalog = f"{constants.API_ENDPOINT}/license/catalog"
+    catalog_file_path = Path(config.dirs.cache) / AWS_CATALOG_FILE_NAME
+
     def get_remote_catalog(self) -> AwsRemoteCatalog:
-        with open(LICENSE_CATALOG_PATH) as f:
-            return AwsRemoteCatalog(**json.load(f))
+        catalog_doc = FileMappedDocument(self.catalog_file_path)
+        cached_catalog = AwsRemoteCatalog(**catalog_doc) if catalog_doc else None
+        if cached_catalog:
+            cached_catalog_version = cached_catalog.localstack.version
+            if not self._should_update_cached_catalog(cached_catalog_version):
+                return cached_catalog
+        catalog = self._get_catalog_from_platform()
+        self._save_catalog_to_cache(catalog_doc, catalog)
+        return catalog
+
+    def _get_latest_localstack_version(self) -> str:
+        try:
+            proxies = get_proxies()
+            response = requests.get(
+                f"{self.api_endpoint_catalog}/aws/version",
+                verify=not config.is_env_true("SSL_NO_VERIFY"),
+                proxies=proxies,
+            )
+            if response.ok:
+                return RemoteCatalogVersionResponse.model_validate(response.content).version
+            self._raise_server_error(response)
+        except requests.exceptions.RequestException as e:
+            raise AwsCatalogLoaderException(
+                f"An unexpected network error occurred when trying to fetch latest localstack version: {e}"
+            ) from e
+
+    def _should_update_cached_catalog(self, current_catalog_version: str) -> bool:
+        try:
+            latest_version = self._get_latest_localstack_version()
+            return latest_version != current_catalog_version
+        except Exception as e:
+            LOG.warning(
+                "Failed to retrieve the latest catalog version, cached catalog update skipped: %s",
+                e,
+            )
+            return False
+
+    def _save_catalog_to_cache(self, catalog_doc: FileMappedDocument, catalog: AwsRemoteCatalog):
+        catalog_doc.clear()
+        catalog_doc.update(catalog.model_dump())
+        catalog_doc.save()
+
+    def _get_catalog_from_platform(self) -> AwsRemoteCatalog:
+        try:
+            proxies = get_proxies()
+            response = requests.post(
+                self.api_endpoint_catalog,
+                verify=not config.is_env_true("SSL_NO_VERIFY"),
+                proxies=proxies,
+            )
+
+            if response.ok:
+                return self._parse_catalog(response.content)
+            self._raise_server_error(response)
+        except requests.exceptions.RequestException as e:
+            raise AwsCatalogLoaderException(
+                f"An unexpected network error occurred when trying to fetch remote catalog: {e}"
+            ) from e
+
+    def _parse_catalog(self, document: bytes) -> AwsRemoteCatalog | None:
+        try:
+            catalog_json = json.loads(document)
+        except JSONDecodeError as e:
+            raise AwsCatalogLoaderException(f"Could not de-serialize json catalog: {e}") from e
+        remote_catalog = AwsRemoteCatalog.model_validate(catalog_json)
+        if remote_catalog.schema_version != self.supported_schema_version:
+            raise AwsCatalogLoaderException(
+                f"Unsupported schema version: '{remote_catalog.schema_version}'. Only '{self.supported_schema_version}' is supported"
+            )
+        return remote_catalog
+
+    def _raise_server_error(self, response: requests.Response):
+        try:
+            server_error = response.json()
+            if error_message := server_error.get("message"):
+                raise AwsCatalogLoaderException(
+                    f"Unexpected AWS catalog server error: {response.text}"
+                )
+            raise AwsCatalogLoaderException(
+                f"A server error occurred while calling remote catalog API (HTTP {response.status_code}): {error_message}"
+            )
+        except Exception:
+            raise AwsCatalogLoaderException(
+                f"An unexpected server error occurred while calling remote catalog API (HTTP {response.status_code}): {response.text}"
+            )
diff --git a/tests/unit/utils/catalog/__init__.py b/tests/unit/utils/catalog/__init__.py
new file mode 100644
index 0000000000000..e69de29bb2d1d
diff --git a/tests/unit/utils/catalog/conftest.py b/tests/unit/utils/catalog/conftest.py
new file mode 100644
index 0000000000000..738e9b1214211
--- /dev/null
+++ b/tests/unit/utils/catalog/conftest.py
@@ -0,0 +1,38 @@
+from localstack.utils.catalog.common import AwsRemoteCatalog, LocalStackMetadata
+
+CATALOG = AwsRemoteCatalog(
+    schema_version="v1",
+    localstack=LocalStackMetadata(version="4.7"),
+    services={
+        "athena": {
+            "pro": {
+                "provider": "athena:pro",
+                "operations": ["StartQueryExecution", "GetQueryExecution"],
+                "plans": ["ultimate", "enterprise"],
+            }
+        },
+        "s3": {
+            "community": {
+                "provider": "s3:default",
+                "operations": ["CreateBucket"],
+                "plans": ["free", "base", "ultimate", "enterprise"],
+            },
+            "pro": {
+                "provider": "s3:pro",
+                "operations": ["SelectObjectContent"],
+                "plans": ["base", "ultimate", "enterprise"],
+            },
+        },
+        "kms": {
+            "community": {
+                "provider": "kms:default",
+                "operations": ["ListKeys"],
+                "plans": ["free", "base", "ultimate", "enterprise"],
+            }
+        },
+    },
+    cloudformation_resources={
+        "community": {"AWS::S3::Bucket": {"methods": ["Create", "Delete"]}},
+        "pro": {"AWS::Athena::CapacitiesReservation": {"methods": ["Create", "Update", "Delete"]}},
+    },
+)
diff --git a/tests/unit/utils/test_catalog.py b/tests/unit/utils/catalog/test_catalog.py
similarity index 100%
rename from tests/unit/utils/test_catalog.py
rename to tests/unit/utils/catalog/test_catalog.py
diff --git a/tests/unit/utils/catalog/test_catalog_loader.py b/tests/unit/utils/catalog/test_catalog_loader.py
new file mode 100644
index 0000000000000..4648a5e7b0df3
--- /dev/null
+++ b/tests/unit/utils/catalog/test_catalog_loader.py
@@ -0,0 +1,42 @@
+import json
+
+import pydantic
+import pytest
+
+from localstack.utils.catalog.catalog_loader import AwsCatalogLoaderException, RemoteCatalogLoader
+from localstack.utils.catalog.common import AwsRemoteCatalog
+from localstack.utils.json import FileMappedDocument
+from tests.unit.utils.catalog.conftest import CATALOG
+
+
+class TestCatalogLoader:
+    def test_parse_valid_catalog(self):
+        catalog_loader = RemoteCatalogLoader()
+        assert catalog_loader._parse_catalog(CATALOG.json().encode()) == CATALOG
+
+    def test_parse_catalog_with_missing_key(self):
+        catalog_loader = RemoteCatalogLoader()
+        catalog = CATALOG.dict()
+        catalog.pop("localstack")
+        with pytest.raises(pydantic.ValidationError):
+            catalog_loader._parse_catalog(json.dumps(catalog).encode())
+
+    def test_parse_catalog_with_invalid_json(self):
+        with pytest.raises(AwsCatalogLoaderException, match="Could not de-serialize json catalog"):
+            RemoteCatalogLoader()._parse_catalog(b'{"invalid": json content')
+
+    def test_save_catalog_to_cache(self, tmp_path):
+        path = tmp_path / "test_catalog.json"
+        catalog_doc = FileMappedDocument(path)
+        catalog_loader = RemoteCatalogLoader()
+        catalog_doc.update(
+            CATALOG.model_dump() | {"localstack": {"version": "v1.1"}, "key1": "value1"}
+        )
+
+        assert "key1" in catalog_doc
+        assert catalog_doc["localstack"]["version"] == "v1.1"
+
+        catalog_loader._save_catalog_to_cache(catalog_doc, CATALOG)
+
+        catalog_doc.load()
+        assert AwsRemoteCatalog(**catalog_doc) == CATALOG

From 447dd8e06346c82da563fe77ec794835c71b5b8b Mon Sep 17 00:00:00 2001
From: Mathieu Cloutier <79954947+cloutierMat@users.noreply.github.com>
Date: Thu, 6 Nov 2025 14:29:55 -0700
Subject: [PATCH 356/697] UNC-99 apigateway accept-encoding header wrong
 (#13350)

---
 .../apigateway/test_apigateway_http.py         |  2 ++
 .../apigateway/test_apigateway_lambda.py       | 18 ++++++++++++++++--
 tests/aws/services/lambda_/test_lambda.py      |  6 ++++++
 3 files changed, 24 insertions(+), 2 deletions(-)

diff --git a/tests/aws/services/apigateway/test_apigateway_http.py b/tests/aws/services/apigateway/test_apigateway_http.py
index 5d81a181e82bd..6d946469db042 100644
--- a/tests/aws/services/apigateway/test_apigateway_http.py
+++ b/tests/aws/services/apigateway/test_apigateway_http.py
@@ -245,6 +245,8 @@ def invoke_api(url: str, method: str) -> dict:
         "$..headers.x-amzn-remapped-x-amzn-requestid",
         #  TODO AWS doesn't seems to add Server to lambda invocation for lambda url
         "$..headers.x-amzn-remapped-server",
+        # The value of Accept-Encoding can change when the zstandard package is present
+        "$..content.headers.accept-encoding",
     ]
 )
 @pytest.mark.skipif(
diff --git a/tests/aws/services/apigateway/test_apigateway_lambda.py b/tests/aws/services/apigateway/test_apigateway_lambda.py
index 8aa53aaca9890..0cdd0defe1c6b 100644
--- a/tests/aws/services/apigateway/test_apigateway_lambda.py
+++ b/tests/aws/services/apigateway/test_apigateway_lambda.py
@@ -59,7 +59,14 @@ def handler(event, context, *args):
 
 
 @markers.aws.validated
-@markers.snapshot.skip_snapshot_verify(paths=CLOUDFRONT_SKIP_HEADERS)
+@markers.snapshot.skip_snapshot_verify(
+    paths=CLOUDFRONT_SKIP_HEADERS
+    + [
+        # The value of Accept-Encoding can change when the zstandard package is present
+        "$..headers.Accept-Encoding",
+        "$..multiValueHeaders.Accept-Encoding",
+    ]
+)
 @markers.snapshot.skip_snapshot_verify(
     condition=lambda: not is_next_gen_api(),
     paths=[
@@ -1244,7 +1251,14 @@ def _invoke_url(url):
 
 
 @markers.aws.validated
-@markers.snapshot.skip_snapshot_verify(paths=CLOUDFRONT_SKIP_HEADERS)
+@markers.snapshot.skip_snapshot_verify(
+    paths=CLOUDFRONT_SKIP_HEADERS
+    + [
+        # The value of Accept-Encoding can change when the zstandard package is present
+        "$..content.headers.Accept-Encoding",
+        "$..content.multiValueHeaders.Accept-Encoding",
+    ]
+)
 @markers.snapshot.skip_snapshot_verify(
     condition=lambda: not is_next_gen_api(),
     paths=[
diff --git a/tests/aws/services/lambda_/test_lambda.py b/tests/aws/services/lambda_/test_lambda.py
index 6f32c70c1d360..dfce86a824820 100644
--- a/tests/aws/services/lambda_/test_lambda.py
+++ b/tests/aws/services/lambda_/test_lambda.py
@@ -1407,6 +1407,8 @@ def test_lambda_url_non_existing_url(self):
             "$..headers.x-forwarded-for",
             "$..headers.x-amzn-trace-id",
             "$..origin",  # TODO: LS Lambda should populate this value for AWS parity
+            # The value of Accept-Encoding can change when the zstandard package is present
+            "$..headers.accept-encoding",
         ]
     )
     @markers.aws.validated
@@ -1440,6 +1442,8 @@ def test_lambda_url_echo_http_fixture_default(
     @markers.snapshot.skip_snapshot_verify(
         paths=[
             "$..content.headers.domain",  # TODO: LS Lambda should populate this value for AWS parity
+            # The value of Accept-Encoding can change when the zstandard package is present
+            "$..headers.accept-encoding",
             "$..origin",  # TODO: LS Lambda should populate this value for AWS parity
         ]
     )
@@ -1465,6 +1469,8 @@ def test_lambda_url_echo_http_fixture_trim_x_headers(
     @markers.snapshot.skip_snapshot_verify(
         paths=[
             "$..origin",  # FIXME: LS does not populate the value
+            # The value of Accept-Encoding can change when the zstandard package is present
+            "$..headers.accept-encoding",
         ]
     )
     def test_lambda_url_form_payload(self, create_echo_http_server, snapshot, aws_client):

From ac0e0d57b590226def1cd881230180c436aefdb9 Mon Sep 17 00:00:00 2001
From: Daniel Fangl <daniel.fangl@localstack.cloud>
Date: Fri, 7 Nov 2025 11:17:39 +0100
Subject: [PATCH 357/697] Lambda: Support python3.14 and java25 runtimes
 (#13348)

---
 .../localstack/services/lambda_/api_utils.py  |   4 +-
 .../localstack/services/lambda_/provider.py   |   2 +-
 .../localstack/services/lambda_/runtimes.py   |  11 +-
 tests/aws/services/lambda_/test_lambda_api.py |   3 +-
 .../lambda_/test_lambda_api.snapshot.json     | 345 ++++++-
 .../lambda_/test_lambda_api.validation.json   | 227 ++++-
 .../lambda_/test_lambda_common.snapshot.json  | 783 ++++++++++++---
 .../test_lambda_common.validation.json        | 932 ++++++++++++++----
 .../test_lambda_runtimes.snapshot.json        | 129 ++-
 .../test_lambda_runtimes.validation.json      | 196 +++-
 10 files changed, 2213 insertions(+), 419 deletions(-)

diff --git a/localstack-core/localstack/services/lambda_/api_utils.py b/localstack-core/localstack/services/lambda_/api_utils.py
index 5fcb0e881f0d4..48cb174804518 100644
--- a/localstack-core/localstack/services/lambda_/api_utils.py
+++ b/localstack-core/localstack/services/lambda_/api_utils.py
@@ -722,7 +722,9 @@ def validate_layer_runtimes_and_architectures(
         validations.append(validation_msg)
 
     if compatible_architectures and set(compatible_architectures).difference(ARCHITECTURES):
-        constraint = "[Member must satisfy enum value set: [x86_64, arm64]]"
+        constraint = (
+            "[Member must satisfy enum value set: [x86_64, arm64], Member must not be null]"
+        )
         validation_msg = f"Value '[{', '.join(list(compatible_architectures))}]' at 'compatibleArchitectures' failed to satisfy constraint: Member must satisfy constraint: {constraint}"
         validations.append(validation_msg)
 
diff --git a/localstack-core/localstack/services/lambda_/provider.py b/localstack-core/localstack/services/lambda_/provider.py
index ff86ec7e9faac..82d618e92e270 100644
--- a/localstack-core/localstack/services/lambda_/provider.py
+++ b/localstack-core/localstack/services/lambda_/provider.py
@@ -3728,7 +3728,7 @@ def get_layer_version_by_arn(
         if not layer_version:
             raise ValidationException(
                 f"1 validation error detected: Value '{arn}' at 'arn' failed to satisfy constraint: Member must satisfy regular expression pattern: "
-                + "(arn:(aws[a-zA-Z-]*)?:lambda:[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:\\d{12}:layer:[a-zA-Z0-9-_]+:[0-9]+)|(arn:[a-zA-Z0-9-]+:lambda:::awslayer:[a-zA-Z0-9-_]+)"
+                + "(arn:(aws[a-zA-Z-]*)?:lambda:(eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:\\d{12}:layer:[a-zA-Z0-9-_]+:[0-9]+)|(arn:[a-zA-Z0-9-]+:lambda:::awslayer:[a-zA-Z0-9-_]+)"
             )
 
         store = lambda_stores[account_id][region_name]
diff --git a/localstack-core/localstack/services/lambda_/runtimes.py b/localstack-core/localstack/services/lambda_/runtimes.py
index 3e666949dd008..805477e0c7175 100644
--- a/localstack-core/localstack/services/lambda_/runtimes.py
+++ b/localstack-core/localstack/services/lambda_/runtimes.py
@@ -23,7 +23,7 @@
 # 5. Run the unit test to check the runtime setup:
 # tests.unit.services.lambda_.test_api_utils.TestApiUtils.test_check_runtime
 # 6. Review special tests including:
-# a) [ext] tests.aws.services.lambda_.test_lambda_endpoint_injection
+# a) [pro] tests.aws.services.lambda_.test_lambda_endpoint_injection
 # 7. Before merging, run the ext integration tests to cover transparent endpoint injection testing.
 # 8. Add the new runtime to the K8 image build: https://github.com/localstack/lambda-images
 # 9. Inform the web team to update the resource browser (consider offering an endpoint in the future)
@@ -40,6 +40,7 @@
     Runtime.nodejs16_x: "nodejs:16",
     Runtime.nodejs14_x: "nodejs:14",  # deprecated Dec 4, 2023  => Jan 9, 2024  => Feb 8, 2024
     Runtime.nodejs12_x: "nodejs:12",  # deprecated Mar 31, 2023 => Mar 31, 2023 => Apr 30, 2023
+    Runtime.python3_14: "python:3.14",
     Runtime.python3_13: "python:3.13",
     Runtime.python3_12: "python:3.12",
     Runtime.python3_11: "python:3.11",
@@ -47,6 +48,7 @@
     Runtime.python3_9: "python:3.9",
     Runtime.python3_8: "python:3.8",
     Runtime.python3_7: "python:3.7",  # deprecated Dec 4, 2023 => Jan 9, 2024 => Feb 8, 2024
+    Runtime.java25: "java:25",
     Runtime.java21: "java:21",
     Runtime.java17: "java:17",
     Runtime.java11: "java:11",
@@ -116,6 +118,7 @@
         Runtime.nodejs16_x,
     ],
     "python": [
+        Runtime.python3_14,
         Runtime.python3_13,
         Runtime.python3_12,
         Runtime.python3_11,
@@ -124,6 +127,7 @@
         Runtime.python3_8,
     ],
     "java": [
+        Runtime.java25,
         Runtime.java21,
         Runtime.java17,
         Runtime.java11,
@@ -155,12 +159,13 @@
     Runtime.java11,
     Runtime.java17,
     Runtime.java21,
+    Runtime.java25,
     Runtime.python3_12,
     Runtime.python3_13,
     Runtime.dotnet8,
 ]
 
 # An ordered list of all Lambda runtimes considered valid by AWS. Matching snapshots in test_create_lambda_exceptions
-VALID_RUNTIMES: str = "[nodejs20.x, provided.al2023, python3.12, python3.13, nodejs22.x, java17, nodejs16.x, dotnet8, python3.10, java11, python3.11, dotnet6, java21, nodejs18.x, provided.al2, ruby3.3, ruby3.4, java8.al2, ruby3.2, python3.8, python3.9]"
+VALID_RUNTIMES: str = "[nodejs20.x, python3.14, provided.al2023, python3.12, python3.13, nodejs22.x, java17, nodejs16.x, java25, dotnet8, python3.10, java11, python3.11, dotnet6, java21, nodejs18.x, provided.al2, ruby3.3, ruby3.4, java8.al2, ruby3.2, python3.8, python3.9]"
 # An ordered list of all Lambda runtimes for layers considered valid by AWS. Matching snapshots in test_layer_exceptions
-VALID_LAYER_RUNTIMES: str = "[ruby2.6, dotnetcore1.0, python3.7, nodejs8.10, nasa, ruby2.7, python2.7-greengrass, dotnetcore2.0, python3.8, java21, dotnet6, dotnetcore2.1, python3.9, java11, nodejs6.10, provided, dotnetcore3.1, dotnet8, java25, java17, nodejs, nodejs4.3, java8.al2, go1.x, dotnet10, nodejs20.x, go1.9, byol, nodejs10.x, provided.al2023, nodejs22.x, python3.10, java8, nodejs12.x, python3.11, nodejs24.x, nodejs8.x, python3.12, nodejs14.x, nodejs8.9, python3.13, python3.14, nodejs16.x, provided.al2, nodejs4.3-edge, nodejs18.x, ruby3.2, python3.4, ruby3.3, ruby3.4, ruby2.5, python3.6, python2.7]"
+VALID_LAYER_RUNTIMES: str = "[ruby3.5, ruby2.6, dotnetcore1.0, python3.7, nodejs8.10, nasa, ruby2.7, python2.7-greengrass, dotnetcore2.0, python3.8, java21, dotnet6, dotnetcore2.1, python3.9, java11, nodejs6.10, provided, dotnetcore3.1, dotnet8, java25, java17, nodejs, nodejs4.3, java8.al2, go1.x, dotnet10, nodejs20.x, go1.9, byol, nodejs10.x, provided.al2023, nodejs22.x, python3.10, java8, nodejs12.x, python3.11, nodejs24.x, nodejs8.x, python3.12, nodejs14.x, nodejs8.9, nodejs26.x, python3.13, python3.14, nodejs16.x, python3.15, provided.al2, nodejs4.3-edge, nodejs18.x, ruby3.2, python3.4, ruby3.3, ruby3.4, ruby2.5, python3.6, python2.7]"
diff --git a/tests/aws/services/lambda_/test_lambda_api.py b/tests/aws/services/lambda_/test_lambda_api.py
index 0b6892439c033..a2659594bfdc6 100644
--- a/tests/aws/services/lambda_/test_lambda_api.py
+++ b/tests/aws/services/lambda_/test_lambda_api.py
@@ -11,6 +11,7 @@
 
 import base64
 import io
+import itertools
 import json
 import logging
 import re
@@ -6198,7 +6199,7 @@ class TestLambdaLayer:
     @markers.lambda_runtime_update
     @markers.aws.validated
     # AWS only allows a max of 15 compatible runtimes, split runtimes and run two tests
-    @pytest.mark.parametrize("runtimes", [ALL_RUNTIMES[:14], ALL_RUNTIMES[14:]])
+    @pytest.mark.parametrize("runtimes", list(itertools.batched(ALL_RUNTIMES, 15)))
     def test_layer_compatibilities(self, snapshot, dummylayer, cleanups, aws_client, runtimes):
         """Creates a single layer which is compatible with all"""
         layer_name = f"testlayer-{short_uid()}"
diff --git a/tests/aws/services/lambda_/test_lambda_api.snapshot.json b/tests/aws/services/lambda_/test_lambda_api.snapshot.json
index 65377c4594f76..46bca08f4b782 100644
--- a/tests/aws/services/lambda_/test_lambda_api.snapshot.json
+++ b/tests/aws/services/lambda_/test_lambda_api.snapshot.json
@@ -7853,7 +7853,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_create_lambda_exceptions": {
-    "recorded-date": "01-04-2025, 13:08:21",
+    "recorded-date": "06-11-2025, 11:54:01",
     "recorded-content": {
       "invalid_role_arn_exc": {
         "Error": {
@@ -7868,10 +7868,10 @@
       "invalid_runtime_exc": {
         "Error": {
           "Code": "InvalidParameterValueException",
-          "Message": "Value non-existent-runtime at 'runtime' failed to satisfy constraint: Member must satisfy enum value set: [nodejs20.x, provided.al2023, python3.12, python3.13, nodejs22.x, java17, nodejs16.x, dotnet8, python3.10, java11, python3.11, dotnet6, java21, nodejs18.x, provided.al2, ruby3.3, ruby3.4, java8.al2, ruby3.2, python3.8, python3.9] or be a valid ARN"
+          "Message": "Value non-existent-runtime at 'runtime' failed to satisfy constraint: Member must satisfy enum value set: [nodejs20.x, python3.14, provided.al2023, python3.12, python3.13, nodejs22.x, java17, nodejs16.x, java25, dotnet8, python3.10, java11, python3.11, dotnet6, java21, nodejs18.x, provided.al2, ruby3.3, ruby3.4, java8.al2, ruby3.2, python3.8, python3.9] or be a valid ARN"
         },
         "Type": "User",
-        "message": "Value non-existent-runtime at 'runtime' failed to satisfy constraint: Member must satisfy enum value set: [nodejs20.x, provided.al2023, python3.12, python3.13, nodejs22.x, java17, nodejs16.x, dotnet8, python3.10, java11, python3.11, dotnet6, java21, nodejs18.x, provided.al2, ruby3.3, ruby3.4, java8.al2, ruby3.2, python3.8, python3.9] or be a valid ARN",
+        "message": "Value non-existent-runtime at 'runtime' failed to satisfy constraint: Member must satisfy enum value set: [nodejs20.x, python3.14, provided.al2023, python3.12, python3.13, nodejs22.x, java17, nodejs16.x, java25, dotnet8, python3.10, java11, python3.11, dotnet6, java21, nodejs18.x, provided.al2, ruby3.3, ruby3.4, java8.al2, ruby3.2, python3.8, python3.9] or be a valid ARN",
         "ResponseMetadata": {
           "HTTPHeaders": {},
           "HTTPStatusCode": 400
@@ -7880,10 +7880,10 @@
       "uppercase_runtime_exc": {
         "Error": {
           "Code": "InvalidParameterValueException",
-          "Message": "Value PYTHON3.9 at 'runtime' failed to satisfy constraint: Member must satisfy enum value set: [nodejs20.x, provided.al2023, python3.12, python3.13, nodejs22.x, java17, nodejs16.x, dotnet8, python3.10, java11, python3.11, dotnet6, java21, nodejs18.x, provided.al2, ruby3.3, ruby3.4, java8.al2, ruby3.2, python3.8, python3.9] or be a valid ARN"
+          "Message": "Value PYTHON3.9 at 'runtime' failed to satisfy constraint: Member must satisfy enum value set: [nodejs20.x, python3.14, provided.al2023, python3.12, python3.13, nodejs22.x, java17, nodejs16.x, java25, dotnet8, python3.10, java11, python3.11, dotnet6, java21, nodejs18.x, provided.al2, ruby3.3, ruby3.4, java8.al2, ruby3.2, python3.8, python3.9] or be a valid ARN"
         },
         "Type": "User",
-        "message": "Value PYTHON3.9 at 'runtime' failed to satisfy constraint: Member must satisfy enum value set: [nodejs20.x, provided.al2023, python3.12, python3.13, nodejs22.x, java17, nodejs16.x, dotnet8, python3.10, java11, python3.11, dotnet6, java21, nodejs18.x, provided.al2, ruby3.3, ruby3.4, java8.al2, ruby3.2, python3.8, python3.9] or be a valid ARN",
+        "message": "Value PYTHON3.9 at 'runtime' failed to satisfy constraint: Member must satisfy enum value set: [nodejs20.x, python3.14, provided.al2023, python3.12, python3.13, nodejs22.x, java17, nodejs16.x, java25, dotnet8, python3.10, java11, python3.11, dotnet6, java21, nodejs18.x, provided.al2, ruby3.3, ruby3.4, java8.al2, ruby3.2, python3.8, python3.9] or be a valid ARN",
         "ResponseMetadata": {
           "HTTPHeaders": {},
           "HTTPStatusCode": 400
@@ -7925,7 +7925,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_update_lambda_exceptions": {
-    "recorded-date": "01-04-2025, 13:09:51",
+    "recorded-date": "06-11-2025, 11:54:03",
     "recorded-content": {
       "invalid_role_arn_exc": {
         "Error": {
@@ -7940,10 +7940,10 @@
       "invalid_runtime_exc": {
         "Error": {
           "Code": "InvalidParameterValueException",
-          "Message": "Value non-existent-runtime at 'runtime' failed to satisfy constraint: Member must satisfy enum value set: [nodejs20.x, provided.al2023, python3.12, python3.13, nodejs22.x, java17, nodejs16.x, dotnet8, python3.10, java11, python3.11, dotnet6, java21, nodejs18.x, provided.al2, ruby3.3, ruby3.4, java8.al2, ruby3.2, python3.8, python3.9] or be a valid ARN"
+          "Message": "Value non-existent-runtime at 'runtime' failed to satisfy constraint: Member must satisfy enum value set: [nodejs20.x, python3.14, provided.al2023, python3.12, python3.13, nodejs22.x, java17, nodejs16.x, java25, dotnet8, python3.10, java11, python3.11, dotnet6, java21, nodejs18.x, provided.al2, ruby3.3, ruby3.4, java8.al2, ruby3.2, python3.8, python3.9] or be a valid ARN"
         },
         "Type": "User",
-        "message": "Value non-existent-runtime at 'runtime' failed to satisfy constraint: Member must satisfy enum value set: [nodejs20.x, provided.al2023, python3.12, python3.13, nodejs22.x, java17, nodejs16.x, dotnet8, python3.10, java11, python3.11, dotnet6, java21, nodejs18.x, provided.al2, ruby3.3, ruby3.4, java8.al2, ruby3.2, python3.8, python3.9] or be a valid ARN",
+        "message": "Value non-existent-runtime at 'runtime' failed to satisfy constraint: Member must satisfy enum value set: [nodejs20.x, python3.14, provided.al2023, python3.12, python3.13, nodejs22.x, java17, nodejs16.x, java25, dotnet8, python3.10, java11, python3.11, dotnet6, java21, nodejs18.x, provided.al2, ruby3.3, ruby3.4, java8.al2, ruby3.2, python3.8, python3.9] or be a valid ARN",
         "ResponseMetadata": {
           "HTTPHeaders": {},
           "HTTPStatusCode": 400
@@ -7952,10 +7952,10 @@
       "uppercase_runtime_exc": {
         "Error": {
           "Code": "InvalidParameterValueException",
-          "Message": "Value PYTHON3.9 at 'runtime' failed to satisfy constraint: Member must satisfy enum value set: [nodejs20.x, provided.al2023, python3.12, python3.13, nodejs22.x, java17, nodejs16.x, dotnet8, python3.10, java11, python3.11, dotnet6, java21, nodejs18.x, provided.al2, ruby3.3, ruby3.4, java8.al2, ruby3.2, python3.8, python3.9] or be a valid ARN"
+          "Message": "Value PYTHON3.9 at 'runtime' failed to satisfy constraint: Member must satisfy enum value set: [nodejs20.x, python3.14, provided.al2023, python3.12, python3.13, nodejs22.x, java17, nodejs16.x, java25, dotnet8, python3.10, java11, python3.11, dotnet6, java21, nodejs18.x, provided.al2, ruby3.3, ruby3.4, java8.al2, ruby3.2, python3.8, python3.9] or be a valid ARN"
         },
         "Type": "User",
-        "message": "Value PYTHON3.9 at 'runtime' failed to satisfy constraint: Member must satisfy enum value set: [nodejs20.x, provided.al2023, python3.12, python3.13, nodejs22.x, java17, nodejs16.x, dotnet8, python3.10, java11, python3.11, dotnet6, java21, nodejs18.x, provided.al2, ruby3.3, ruby3.4, java8.al2, ruby3.2, python3.8, python3.9] or be a valid ARN",
+        "message": "Value PYTHON3.9 at 'runtime' failed to satisfy constraint: Member must satisfy enum value set: [nodejs20.x, python3.14, provided.al2023, python3.12, python3.13, nodejs22.x, java17, nodejs16.x, java25, dotnet8, python3.10, java11, python3.11, dotnet6, java21, nodejs18.x, provided.al2, ruby3.3, ruby3.4, java8.al2, ruby3.2, python3.8, python3.9] or be a valid ARN",
         "ResponseMetadata": {
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           "HTTPStatusCode": 400
@@ -8265,7 +8265,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaLayer::test_layer_exceptions": {
-    "recorded-date": "01-04-2025, 13:19:20",
+    "recorded-date": "06-11-2025, 11:54:14",
     "recorded-content": {
       "publish_result": {
         "CompatibleArchitectures": [
@@ -8292,7 +8292,7 @@
       "list_layers_exc_compatibleruntime_invalid": {
         "Error": {
           "Code": "ValidationException",
-          "Message": "1 validation error detected: Value 'runtimedoesnotexist' at 'compatibleRuntime' failed to satisfy constraint: Member must satisfy enum value set: [ruby2.6, dotnetcore1.0, python3.7, nodejs8.10, nasa, ruby2.7, python2.7-greengrass, dotnetcore2.0, python3.8, java21, dotnet6, dotnetcore2.1, python3.9, java11, nodejs6.10, provided, dotnetcore3.1, dotnet8, java25, java17, nodejs, nodejs4.3, java8.al2, go1.x, dotnet10, nodejs20.x, go1.9, byol, nodejs10.x, provided.al2023, nodejs22.x, python3.10, java8, nodejs12.x, python3.11, nodejs24.x, nodejs8.x, python3.12, nodejs14.x, nodejs8.9, python3.13, python3.14, nodejs16.x, provided.al2, nodejs4.3-edge, nodejs18.x, ruby3.2, python3.4, ruby3.3, ruby3.4, ruby2.5, python3.6, python2.7]"
+          "Message": "1 validation error detected: Value 'runtimedoesnotexist' at 'compatibleRuntime' failed to satisfy constraint: Member must satisfy enum value set: [ruby3.5, ruby2.6, dotnetcore1.0, python3.7, nodejs8.10, nasa, ruby2.7, python2.7-greengrass, dotnetcore2.0, python3.8, java21, dotnet6, dotnetcore2.1, python3.9, java11, nodejs6.10, provided, dotnetcore3.1, dotnet8, java25, java17, nodejs, nodejs4.3, java8.al2, go1.x, dotnet10, nodejs20.x, go1.9, byol, nodejs10.x, provided.al2023, nodejs22.x, python3.10, java8, nodejs12.x, python3.11, nodejs24.x, nodejs8.x, python3.12, nodejs14.x, nodejs8.9, nodejs26.x, python3.13, python3.14, nodejs16.x, python3.15, provided.al2, nodejs4.3-edge, nodejs18.x, ruby3.2, python3.4, ruby3.3, ruby3.4, ruby2.5, python3.6, python2.7]"
         },
         "ResponseMetadata": {
           "HTTPHeaders": {},
@@ -8367,7 +8367,7 @@
       "get_layer_version_by_arn_exc_invalidarn": {
         "Error": {
           "Code": "ValidationException",
-          "Message": "1 validation error detected: Value 'arn:<partition>:lambda:<region>:111111111111:layer:<resource:1>' at 'arn' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:\\d{12}:layer:[a-zA-Z0-9-_]+:[0-9]+)|(arn:[a-zA-Z0-9-]+:lambda:::awslayer:[a-zA-Z0-9-_]+)"
+          "Message": "1 validation error detected: Value 'arn:<partition>:lambda:<region>:111111111111:layer:<resource:1>' at 'arn' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:(eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:\\d{12}:layer:[a-zA-Z0-9-_]+:[0-9]+)|(arn:[a-zA-Z0-9-]+:lambda:::awslayer:[a-zA-Z0-9-_]+)"
         },
         "ResponseMetadata": {
           "HTTPHeaders": {},
@@ -8443,7 +8443,7 @@
       "publish_layer_version_exc_invalid_runtime_arch": {
         "Error": {
           "Code": "ValidationException",
-          "Message": "2 validation errors detected: Value '[invalidruntime]' at 'compatibleRuntimes' failed to satisfy constraint: Member must satisfy enum value set: [nodejs20.x, provided.al2023, python3.12, python3.13, nodejs22.x, java17, nodejs16.x, dotnet8, python3.10, java11, python3.11, dotnet6, java21, nodejs18.x, provided.al2, ruby3.3, ruby3.4, java8.al2, ruby3.2, python3.8, python3.9]; Value '[invalidarch]' at 'compatibleArchitectures' failed to satisfy constraint: Member must satisfy constraint: [Member must satisfy enum value set: [x86_64, arm64]]"
+          "Message": "2 validation errors detected: Value '[invalidruntime]' at 'compatibleRuntimes' failed to satisfy constraint: Member must satisfy enum value set: [nodejs20.x, python3.14, provided.al2023, python3.12, python3.13, nodejs22.x, java17, nodejs16.x, java25, dotnet8, python3.10, java11, python3.11, dotnet6, java21, nodejs18.x, provided.al2, ruby3.3, ruby3.4, java8.al2, ruby3.2, python3.8, python3.9]; Value '[invalidarch]' at 'compatibleArchitectures' failed to satisfy constraint: Member must satisfy constraint: [Member must satisfy enum value set: [x86_64, arm64], Member must not be null]"
         },
         "ResponseMetadata": {
           "HTTPHeaders": {},
@@ -8453,7 +8453,7 @@
       "publish_layer_version_exc_partially_invalid_values": {
         "Error": {
           "Code": "ValidationException",
-          "Message": "2 validation errors detected: Value '[invalidruntime, invalidruntime2, nodejs20.x]' at 'compatibleRuntimes' failed to satisfy constraint: Member must satisfy enum value set: [nodejs20.x, provided.al2023, python3.12, python3.13, nodejs22.x, java17, nodejs16.x, dotnet8, python3.10, java11, python3.11, dotnet6, java21, nodejs18.x, provided.al2, ruby3.3, ruby3.4, java8.al2, ruby3.2, python3.8, python3.9]; Value '[invalidarch, x86_64]' at 'compatibleArchitectures' failed to satisfy constraint: Member must satisfy constraint: [Member must satisfy enum value set: [x86_64, arm64]]"
+          "Message": "2 validation errors detected: Value '[invalidruntime, invalidruntime2, nodejs20.x]' at 'compatibleRuntimes' failed to satisfy constraint: Member must satisfy enum value set: [nodejs20.x, python3.14, provided.al2023, python3.12, python3.13, nodejs22.x, java17, nodejs16.x, java25, dotnet8, python3.10, java11, python3.11, dotnet6, java21, nodejs18.x, provided.al2, ruby3.3, ruby3.4, java8.al2, ruby3.2, python3.8, python3.9]; Value '[invalidarch, x86_64]' at 'compatibleArchitectures' failed to satisfy constraint: Member must satisfy constraint: [Member must satisfy enum value set: [x86_64, arm64], Member must not be null]"
         },
         "ResponseMetadata": {
           "HTTPHeaders": {},
@@ -12886,7 +12886,7 @@
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   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_lifecycle[java11]": {
-    "recorded-date": "01-04-2025, 13:30:54",
+    "recorded-date": "06-11-2025, 11:54:16",
     "recorded-content": {
       "create_function_response": {
         "Architectures": [
@@ -13030,7 +13030,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_lifecycle[java17]": {
-    "recorded-date": "01-04-2025, 13:30:58",
+    "recorded-date": "06-11-2025, 11:54:19",
     "recorded-content": {
       "create_function_response": {
         "Architectures": [
@@ -13527,7 +13527,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaLayer::test_layer_compatibilities[runtimes0]": {
-    "recorded-date": "01-04-2025, 13:12:59",
+    "recorded-date": "06-11-2025, 12:04:49",
     "recorded-content": {
       "publish_result": {
         "CompatibleArchitectures": [
@@ -13541,6 +13541,7 @@
           "nodejs16.x",
           "nodejs14.x",
           "nodejs12.x",
+          "python3.14",
           "python3.13",
           "python3.12",
           "python3.11",
@@ -13548,7 +13549,7 @@
           "python3.9",
           "python3.8",
           "python3.7",
-          "java21"
+          "java25"
         ],
         "Content": {
           "CodeSha256": "<code-sha256:1>",
@@ -13568,7 +13569,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaLayer::test_layer_compatibilities[runtimes1]": {
-    "recorded-date": "01-04-2025, 13:13:03",
+    "recorded-date": "06-11-2025, 12:04:52",
     "recorded-content": {
       "publish_result": {
         "CompatibleArchitectures": [
@@ -13576,6 +13577,7 @@
           "x86_64"
         ],
         "CompatibleRuntimes": [
+          "java21",
           "java17",
           "java11",
           "java8.al2",
@@ -13589,8 +13591,7 @@
           "ruby3.2",
           "ruby2.7",
           "provided.al2023",
-          "provided.al2",
-          "provided"
+          "provided.al2"
         ],
         "Content": {
           "CodeSha256": "<code-sha256:1>",
@@ -13664,7 +13665,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_lifecycle[java21]": {
-    "recorded-date": "01-04-2025, 13:31:02",
+    "recorded-date": "06-11-2025, 11:54:21",
     "recorded-content": {
       "create_function_response": {
         "Architectures": [
@@ -15944,7 +15945,7 @@
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestRuntimeValidation::test_create_deprecated_function_runtime_with_validation_enabled[java8]": {
-    "recorded-date": "01-04-2025, 13:02:29",
+    "recorded-date": "06-11-2025, 11:53:59",
     "recorded-content": {
       "deprecation_error": {
         "Error": {
@@ -15961,7 +15962,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestRuntimeValidation::test_create_deprecated_function_runtime_with_validation_enabled[go1.x]": {
-    "recorded-date": "01-04-2025, 13:02:29",
+    "recorded-date": "06-11-2025, 11:53:59",
     "recorded-content": {
       "deprecation_error": {
         "Error": {
@@ -15978,7 +15979,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestRuntimeValidation::test_create_deprecated_function_runtime_with_validation_enabled[provided]": {
-    "recorded-date": "01-04-2025, 13:02:30",
+    "recorded-date": "06-11-2025, 11:53:59",
     "recorded-content": {
       "deprecation_error": {
         "Error": {
@@ -15995,7 +15996,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestRuntimeValidation::test_create_deprecated_function_runtime_with_validation_enabled[ruby2.7]": {
-    "recorded-date": "01-04-2025, 13:02:30",
+    "recorded-date": "06-11-2025, 11:54:00",
     "recorded-content": {
       "deprecation_error": {
         "Error": {
@@ -16012,7 +16013,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestRuntimeValidation::test_create_deprecated_function_runtime_with_validation_enabled[nodejs14.x]": {
-    "recorded-date": "01-04-2025, 13:02:30",
+    "recorded-date": "06-11-2025, 11:54:00",
     "recorded-content": {
       "deprecation_error": {
         "Error": {
@@ -16029,7 +16030,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestRuntimeValidation::test_create_deprecated_function_runtime_with_validation_enabled[python3.7]": {
-    "recorded-date": "01-04-2025, 13:02:30",
+    "recorded-date": "06-11-2025, 11:54:00",
     "recorded-content": {
       "deprecation_error": {
         "Error": {
@@ -16046,7 +16047,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestRuntimeValidation::test_create_deprecated_function_runtime_with_validation_enabled[dotnetcore3.1]": {
-    "recorded-date": "01-04-2025, 13:02:31",
+    "recorded-date": "06-11-2025, 11:54:00",
     "recorded-content": {
       "deprecation_error": {
         "Error": {
@@ -16063,7 +16064,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestRuntimeValidation::test_create_deprecated_function_runtime_with_validation_enabled[nodejs12.x]": {
-    "recorded-date": "01-04-2025, 13:02:31",
+    "recorded-date": "06-11-2025, 11:54:00",
     "recorded-content": {
       "deprecation_error": {
         "Error": {
@@ -17947,7 +17948,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_lifecycle[python3.13]": {
-    "recorded-date": "01-04-2025, 13:31:11",
+    "recorded-date": "06-11-2025, 11:54:28",
     "recorded-content": {
       "create_function_response": {
         "Architectures": [
@@ -18091,7 +18092,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_lifecycle[python3.12]": {
-    "recorded-date": "01-04-2025, 13:31:07",
+    "recorded-date": "06-11-2025, 11:54:26",
     "recorded-content": {
       "create_function_response": {
         "Architectures": [
@@ -18316,7 +18317,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_lifecycle[dotnet8]": {
-    "recorded-date": "01-04-2025, 13:31:15",
+    "recorded-date": "06-11-2025, 11:54:31",
     "recorded-content": {
       "create_function_response": {
         "Architectures": [
@@ -18460,7 +18461,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_update_function_configuration[java11]": {
-    "recorded-date": "01-04-2025, 13:40:26",
+    "recorded-date": "06-11-2025, 11:54:33",
     "recorded-content": {
       "create_function_response": {
         "Architectures": [
@@ -18552,7 +18553,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_update_function_configuration[java17]": {
-    "recorded-date": "01-04-2025, 13:40:32",
+    "recorded-date": "06-11-2025, 11:54:35",
     "recorded-content": {
       "create_function_response": {
         "Architectures": [
@@ -18644,7 +18645,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_update_function_configuration[java21]": {
-    "recorded-date": "01-04-2025, 13:40:35",
+    "recorded-date": "06-11-2025, 11:54:38",
     "recorded-content": {
       "create_function_response": {
         "Architectures": [
@@ -18736,7 +18737,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_update_function_configuration[python3.12]": {
-    "recorded-date": "01-04-2025, 13:40:40",
+    "recorded-date": "06-11-2025, 11:54:42",
     "recorded-content": {
       "create_function_response": {
         "Architectures": [
@@ -18828,7 +18829,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_update_function_configuration[python3.13]": {
-    "recorded-date": "01-04-2025, 13:40:44",
+    "recorded-date": "06-11-2025, 11:54:44",
     "recorded-content": {
       "create_function_response": {
         "Architectures": [
@@ -18920,7 +18921,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_update_function_configuration[dotnet8]": {
-    "recorded-date": "01-04-2025, 13:40:47",
+    "recorded-date": "06-11-2025, 11:54:47",
     "recorded-content": {
       "create_function_response": {
         "Architectures": [
@@ -19063,5 +19064,269 @@
         }
       }
     }
+  },
+  "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_lifecycle[java25]": {
+    "recorded-date": "06-11-2025, 11:54:24",
+    "recorded-content": {
+      "create_function_response": {
+        "Architectures": [
+          "x86_64"
+        ],
+        "CodeSha256": "<code-sha256:1>",
+        "CodeSize": "<code-size>",
+        "Description": "",
+        "EphemeralStorage": {
+          "Size": 512
+        },
+        "FunctionArn": "arn:<partition>:lambda:<region>:111111111111:function:<function-name:1>",
+        "FunctionName": "<function-name:1>",
+        "Handler": "echo.Handler",
+        "LastModified": "date",
+        "LoggingConfig": {
+          "LogFormat": "Text",
+          "LogGroup": "/aws/lambda/<function-name:1>"
+        },
+        "MemorySize": 1024,
+        "PackageType": "Zip",
+        "RevisionId": "<uuid:1>",
+        "Role": "arn:<partition>:iam::111111111111:role/<resource:1>",
+        "Runtime": "java25",
+        "RuntimeVersionConfig": {
+          "RuntimeVersionArn": "arn:<partition>:lambda:<region>::runtime:<resource:2>"
+        },
+        "SnapStart": {
+          "ApplyOn": "None",
+          "OptimizationStatus": "Off"
+        },
+        "State": "Pending",
+        "StateReason": "The function is being created.",
+        "StateReasonCode": "Creating",
+        "Timeout": 5,
+        "TracingConfig": {
+          "Mode": "PassThrough"
+        },
+        "Version": "$LATEST",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 201
+        }
+      },
+      "get_function_response_latest": {
+        "Code": {
+          "Location": "<location>",
+          "RepositoryType": "S3"
+        },
+        "Configuration": {
+          "Architectures": [
+            "x86_64"
+          ],
+          "CodeSha256": "<code-sha256:1>",
+          "CodeSize": "<code-size>",
+          "Description": "",
+          "EphemeralStorage": {
+            "Size": 512
+          },
+          "FunctionArn": "arn:<partition>:lambda:<region>:111111111111:function:<function-name:1>",
+          "FunctionName": "<function-name:1>",
+          "Handler": "echo.Handler",
+          "LastModified": "date",
+          "LastUpdateStatus": "Successful",
+          "LoggingConfig": {
+            "LogFormat": "Text",
+            "LogGroup": "/aws/lambda/<function-name:1>"
+          },
+          "MemorySize": 1024,
+          "PackageType": "Zip",
+          "RevisionId": "<uuid:2>",
+          "Role": "arn:<partition>:iam::111111111111:role/<resource:1>",
+          "Runtime": "java25",
+          "RuntimeVersionConfig": {
+            "RuntimeVersionArn": "arn:<partition>:lambda:<region>::runtime:<resource:2>"
+          },
+          "SnapStart": {
+            "ApplyOn": "None",
+            "OptimizationStatus": "Off"
+          },
+          "State": "Active",
+          "Timeout": 5,
+          "TracingConfig": {
+            "Mode": "PassThrough"
+          },
+          "Version": "$LATEST"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "get_function_response_version_1": {
+        "Code": {
+          "Location": "<location>",
+          "RepositoryType": "S3"
+        },
+        "Configuration": {
+          "Architectures": [
+            "x86_64"
+          ],
+          "CodeSha256": "<code-sha256:1>",
+          "CodeSize": "<code-size>",
+          "Description": "version1",
+          "EphemeralStorage": {
+            "Size": 512
+          },
+          "FunctionArn": "arn:<partition>:lambda:<region>:111111111111:function:<function-name:1>:1",
+          "FunctionName": "<function-name:1>",
+          "Handler": "echo.Handler",
+          "LastModified": "date",
+          "LastUpdateStatus": "Successful",
+          "LoggingConfig": {
+            "LogFormat": "Text",
+            "LogGroup": "/aws/lambda/<function-name:1>"
+          },
+          "MemorySize": 1024,
+          "PackageType": "Zip",
+          "RevisionId": "<uuid:3>",
+          "Role": "arn:<partition>:iam::111111111111:role/<resource:1>",
+          "Runtime": "java25",
+          "RuntimeVersionConfig": {
+            "RuntimeVersionArn": "arn:<partition>:lambda:<region>::runtime:<resource:2>"
+          },
+          "SnapStart": {
+            "ApplyOn": "None",
+            "OptimizationStatus": "Off"
+          },
+          "State": "Active",
+          "Timeout": 5,
+          "TracingConfig": {
+            "Mode": "PassThrough"
+          },
+          "Version": "1"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_update_function_configuration[java25]": {
+    "recorded-date": "06-11-2025, 11:54:40",
+    "recorded-content": {
+      "create_function_response": {
+        "Architectures": [
+          "x86_64"
+        ],
+        "CodeSha256": "<code-sha256:1>",
+        "CodeSize": "<code-size>",
+        "Description": "",
+        "EphemeralStorage": {
+          "Size": 512
+        },
+        "FunctionArn": "arn:<partition>:lambda:<region>:111111111111:function:<function-name:1>",
+        "FunctionName": "<function-name:1>",
+        "Handler": "echo.Handler",
+        "LastModified": "date",
+        "LoggingConfig": {
+          "LogFormat": "Text",
+          "LogGroup": "/aws/lambda/<function-name:1>"
+        },
+        "MemorySize": 1024,
+        "PackageType": "Zip",
+        "RevisionId": "<uuid:1>",
+        "Role": "arn:<partition>:iam::111111111111:role/<resource:1>",
+        "Runtime": "java25",
+        "RuntimeVersionConfig": {
+          "RuntimeVersionArn": "arn:<partition>:lambda:<region>::runtime:<resource:2>"
+        },
+        "SnapStart": {
+          "ApplyOn": "None",
+          "OptimizationStatus": "Off"
+        },
+        "State": "Pending",
+        "StateReason": "The function is being created.",
+        "StateReasonCode": "Creating",
+        "Timeout": 5,
+        "TracingConfig": {
+          "Mode": "PassThrough"
+        },
+        "Version": "$LATEST",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 201
+        }
+      },
+      "update_function_response": {
+        "Architectures": [
+          "x86_64"
+        ],
+        "CodeSha256": "<code-sha256:1>",
+        "CodeSize": "<code-size>",
+        "Description": "",
+        "EphemeralStorage": {
+          "Size": 512
+        },
+        "FunctionArn": "arn:<partition>:lambda:<region>:111111111111:function:<function-name:1>",
+        "FunctionName": "<function-name:1>",
+        "Handler": "echo.Handler",
+        "LastModified": "date",
+        "LastUpdateStatus": "InProgress",
+        "LastUpdateStatusReason": "The function is being created.",
+        "LastUpdateStatusReasonCode": "Creating",
+        "LoggingConfig": {
+          "LogFormat": "Text",
+          "LogGroup": "/aws/lambda/<function-name:1>"
+        },
+        "MemorySize": 1024,
+        "PackageType": "Zip",
+        "RevisionId": "<uuid:2>",
+        "Role": "arn:<partition>:iam::111111111111:role/<resource:1>",
+        "Runtime": "java25",
+        "RuntimeVersionConfig": {
+          "RuntimeVersionArn": "arn:<partition>:lambda:<region>::runtime:<resource:2>"
+        },
+        "SnapStart": {
+          "ApplyOn": "PublishedVersions",
+          "OptimizationStatus": "Off"
+        },
+        "State": "Active",
+        "Timeout": 5,
+        "TracingConfig": {
+          "Mode": "PassThrough"
+        },
+        "Version": "$LATEST",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaLayer::test_layer_compatibilities[runtimes2]": {
+    "recorded-date": "06-11-2025, 12:04:57",
+    "recorded-content": {
+      "publish_result": {
+        "CompatibleArchitectures": [
+          "arm64",
+          "x86_64"
+        ],
+        "CompatibleRuntimes": [
+          "provided"
+        ],
+        "Content": {
+          "CodeSha256": "<code-sha256:1>",
+          "CodeSize": "<code-size>",
+          "Location": "<layer-location>"
+        },
+        "CreatedDate": "date",
+        "Description": "",
+        "LayerArn": "arn:<partition>:lambda:<region>:111111111111:layer:<resource:1>",
+        "LayerVersionArn": "arn:<partition>:lambda:<region>:111111111111:layer:<resource:1>:1",
+        "Version": 1,
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 201
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/lambda_/test_lambda_api.validation.json b/tests/aws/services/lambda_/test_lambda_api.validation.json
index c65dba44516f7..fdbd331889f22 100644
--- a/tests/aws/services/lambda_/test_lambda_api.validation.json
+++ b/tests/aws/services/lambda_/test_lambda_api.validation.json
@@ -75,7 +75,13 @@
     "last_validated_date": "2024-04-10T08:58:47+00:00"
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_create_lambda_exceptions": {
-    "last_validated_date": "2025-04-01T13:08:49+00:00"
+    "last_validated_date": "2025-11-06T11:54:01+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 0.49,
+      "teardown": 0.01,
+      "total": 0.51
+    }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_delete_on_nonexisting_version": {
     "last_validated_date": "2024-09-12T11:29:32+00:00"
@@ -447,7 +453,13 @@
     "last_validated_date": "2024-09-12T11:29:23+00:00"
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_update_lambda_exceptions": {
-    "last_validated_date": "2025-04-01T13:10:29+00:00"
+    "last_validated_date": "2025-11-06T11:54:03+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 1.8,
+      "teardown": 0.21,
+      "total": 2.02
+    }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_vpc_config": {
     "last_validated_date": "2024-09-12T11:34:40+00:00"
@@ -465,13 +477,40 @@
     "last_validated_date": "2024-04-10T09:10:37+00:00"
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaLayer::test_layer_compatibilities[runtimes0]": {
-    "last_validated_date": "2025-04-01T13:14:56+00:00"
+    "last_validated_date": "2025-11-06T12:04:49+00:00",
+    "durations_in_seconds": {
+      "setup": 1.1,
+      "call": 4.75,
+      "teardown": 0.08,
+      "total": 5.93
+    }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaLayer::test_layer_compatibilities[runtimes1]": {
-    "last_validated_date": "2025-04-01T13:15:00+00:00"
+    "last_validated_date": "2025-11-06T12:04:52+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 2.93,
+      "teardown": 0.07,
+      "total": 3.01
+    }
+  },
+  "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaLayer::test_layer_compatibilities[runtimes2]": {
+    "last_validated_date": "2025-11-06T12:04:57+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 4.57,
+      "teardown": 0.07,
+      "total": 4.65
+    }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaLayer::test_layer_exceptions": {
-    "last_validated_date": "2025-04-01T13:19:40+00:00"
+    "last_validated_date": "2025-11-06T11:54:14+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 9.31,
+      "teardown": 0.1,
+      "total": 9.42
+    }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaLayer::test_layer_function_exceptions": {
     "last_validated_date": "2024-04-10T09:23:18+00:00"
@@ -570,40 +609,130 @@
     "last_validated_date": "2025-03-31T16:15:53+00:00"
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_lifecycle[dotnet8]": {
-    "last_validated_date": "2025-04-01T13:31:14+00:00"
+    "last_validated_date": "2025-11-06T11:54:31+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 2.2,
+      "teardown": 0.28,
+      "total": 2.49
+    }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_lifecycle[java11]": {
-    "last_validated_date": "2025-04-01T13:30:54+00:00"
+    "last_validated_date": "2025-11-06T11:54:16+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 2.29,
+      "teardown": 0.28,
+      "total": 2.58
+    }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_lifecycle[java17]": {
-    "last_validated_date": "2025-04-01T13:30:57+00:00"
+    "last_validated_date": "2025-11-06T11:54:19+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 2.25,
+      "teardown": 0.29,
+      "total": 2.55
+    }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_lifecycle[java21]": {
-    "last_validated_date": "2025-04-01T13:31:02+00:00"
+    "last_validated_date": "2025-11-06T11:54:21+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 2.17,
+      "teardown": 0.32,
+      "total": 2.5
+    }
+  },
+  "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_lifecycle[java25]": {
+    "last_validated_date": "2025-11-06T11:54:24+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 2.25,
+      "teardown": 0.27,
+      "total": 2.53
+    }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_lifecycle[python3.12]": {
-    "last_validated_date": "2025-04-01T13:31:06+00:00"
+    "last_validated_date": "2025-11-06T11:54:26+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 2.04,
+      "teardown": 0.26,
+      "total": 2.31
+    }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_lifecycle[python3.13]": {
-    "last_validated_date": "2025-04-01T13:31:10+00:00"
+    "last_validated_date": "2025-11-06T11:54:28+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 2.02,
+      "teardown": 0.28,
+      "total": 2.31
+    }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_update_function_configuration[dotnet8]": {
-    "last_validated_date": "2025-04-01T13:42:13+00:00"
+    "last_validated_date": "2025-11-06T11:54:47+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 2.03,
+      "teardown": 0.25,
+      "total": 2.29
+    }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_update_function_configuration[java11]": {
-    "last_validated_date": "2025-04-01T13:41:52+00:00"
+    "last_validated_date": "2025-11-06T11:54:33+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 2.03,
+      "teardown": 0.21,
+      "total": 2.25
+    }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_update_function_configuration[java17]": {
-    "last_validated_date": "2025-04-01T13:41:56+00:00"
+    "last_validated_date": "2025-11-06T11:54:35+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 2.1,
+      "teardown": 0.23,
+      "total": 2.34
+    }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_update_function_configuration[java21]": {
-    "last_validated_date": "2025-04-01T13:42:01+00:00"
+    "last_validated_date": "2025-11-06T11:54:38+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 2.12,
+      "teardown": 0.25,
+      "total": 2.38
+    }
+  },
+  "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_update_function_configuration[java25]": {
+    "last_validated_date": "2025-11-06T11:54:40+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 2.01,
+      "teardown": 0.27,
+      "total": 2.29
+    }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_update_function_configuration[python3.12]": {
-    "last_validated_date": "2025-04-01T13:42:04+00:00"
+    "last_validated_date": "2025-11-06T11:54:42+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 1.88,
+      "teardown": 0.23,
+      "total": 2.12
+    }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_update_function_configuration[python3.13]": {
-    "last_validated_date": "2025-04-01T13:42:08+00:00"
+    "last_validated_date": "2025-11-06T11:54:44+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 1.87,
+      "teardown": 0.32,
+      "total": 2.2
+    }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaTag::test_create_tag_on_esm_create": {
     "last_validated_date": "2024-10-24T14:16:05+00:00"
@@ -690,27 +819,75 @@
     "last_validated_date": "2024-06-05T11:49:05+00:00"
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestRuntimeValidation::test_create_deprecated_function_runtime_with_validation_enabled[dotnetcore3.1]": {
-    "last_validated_date": "2025-04-01T13:06:04+00:00"
+    "last_validated_date": "2025-11-06T11:54:00+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 0.16,
+      "teardown": 0.01,
+      "total": 0.18
+    }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestRuntimeValidation::test_create_deprecated_function_runtime_with_validation_enabled[go1.x]": {
-    "last_validated_date": "2025-04-01T13:06:03+00:00"
+    "last_validated_date": "2025-11-06T11:53:59+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 0.17,
+      "teardown": 0.01,
+      "total": 0.19
+    }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestRuntimeValidation::test_create_deprecated_function_runtime_with_validation_enabled[java8]": {
-    "last_validated_date": "2025-04-01T13:06:03+00:00"
+    "last_validated_date": "2025-11-06T11:53:59+00:00",
+    "durations_in_seconds": {
+      "setup": 11.88,
+      "call": 0.32,
+      "teardown": 0.01,
+      "total": 12.21
+    }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestRuntimeValidation::test_create_deprecated_function_runtime_with_validation_enabled[nodejs12.x]": {
-    "last_validated_date": "2025-04-01T13:06:05+00:00"
+    "last_validated_date": "2025-11-06T11:54:00+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 0.16,
+      "teardown": 0.01,
+      "total": 0.18
+    }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestRuntimeValidation::test_create_deprecated_function_runtime_with_validation_enabled[nodejs14.x]": {
-    "last_validated_date": "2025-04-01T13:06:04+00:00"
+    "last_validated_date": "2025-11-06T11:54:00+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 0.13,
+      "teardown": 0.01,
+      "total": 0.15
+    }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestRuntimeValidation::test_create_deprecated_function_runtime_with_validation_enabled[provided]": {
-    "last_validated_date": "2025-04-01T13:06:04+00:00"
+    "last_validated_date": "2025-11-06T11:53:59+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 0.17,
+      "teardown": 0.01,
+      "total": 0.19
+    }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestRuntimeValidation::test_create_deprecated_function_runtime_with_validation_enabled[python3.7]": {
-    "last_validated_date": "2025-04-01T13:06:04+00:00"
+    "last_validated_date": "2025-11-06T11:54:00+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 0.12,
+      "teardown": 0.01,
+      "total": 0.14
+    }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestRuntimeValidation::test_create_deprecated_function_runtime_with_validation_enabled[ruby2.7]": {
-    "last_validated_date": "2025-04-01T13:06:04+00:00"
+    "last_validated_date": "2025-11-06T11:54:00+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 0.16,
+      "teardown": 0.02,
+      "total": 0.19
+    }
   }
 }
diff --git a/tests/aws/services/lambda_/test_lambda_common.snapshot.json b/tests/aws/services/lambda_/test_lambda_common.snapshot.json
index fa2db765c511b..de25dac53cfb4 100644
--- a/tests/aws/services/lambda_/test_lambda_common.snapshot.json
+++ b/tests/aws/services/lambda_/test_lambda_common.snapshot.json
@@ -1,70 +1,70 @@
 {
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_echo_invoke[python3.8]": {
-    "recorded-date": "31-03-2025, 12:14:56",
+    "recorded-date": "06-11-2025, 11:55:30",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_echo_invoke[java11]": {
-    "recorded-date": "31-03-2025, 12:15:23",
+    "recorded-date": "06-11-2025, 11:55:47",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_echo_invoke[provided.al2]": {
-    "recorded-date": "31-03-2025, 12:17:30",
+    "recorded-date": "06-11-2025, 11:56:24",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_echo_invoke[java8.al2]": {
-    "recorded-date": "31-03-2025, 12:15:42",
+    "recorded-date": "06-11-2025, 11:55:51",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_echo_invoke[ruby3.2]": {
-    "recorded-date": "31-03-2025, 12:15:54",
+    "recorded-date": "06-11-2025, 11:55:55",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_echo_invoke[python3.11]": {
-    "recorded-date": "31-03-2025, 12:14:05",
+    "recorded-date": "06-11-2025, 11:55:18",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_echo_invoke[java17]": {
-    "recorded-date": "31-03-2025, 12:15:14",
+    "recorded-date": "06-11-2025, 11:55:42",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_echo_invoke[nodejs18.x]": {
-    "recorded-date": "31-03-2025, 12:13:11",
+    "recorded-date": "06-11-2025, 11:54:59",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_echo_invoke[java21]": {
-    "recorded-date": "31-03-2025, 12:15:05",
+    "recorded-date": "06-11-2025, 11:55:39",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_echo_invoke[provided.al2023]": {
-    "recorded-date": "31-03-2025, 12:17:17",
+    "recorded-date": "06-11-2025, 11:56:17",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_echo_invoke[python3.9]": {
-    "recorded-date": "31-03-2025, 12:14:39",
+    "recorded-date": "06-11-2025, 11:55:26",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_echo_invoke[python3.10]": {
-    "recorded-date": "31-03-2025, 12:14:20",
+    "recorded-date": "06-11-2025, 11:55:22",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_echo_invoke[python3.12]": {
-    "recorded-date": "31-03-2025, 12:13:57",
+    "recorded-date": "06-11-2025, 11:55:15",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_echo_invoke[nodejs20.x]": {
-    "recorded-date": "31-03-2025, 12:12:59",
+    "recorded-date": "06-11-2025, 11:54:55",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_echo_invoke[dotnet6]": {
-    "recorded-date": "31-03-2025, 12:16:46",
+    "recorded-date": "06-11-2025, 11:56:07",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_echo_invoke[nodejs16.x]": {
-    "recorded-date": "31-03-2025, 12:13:31",
+    "recorded-date": "06-11-2025, 11:55:03",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_introspection_invoke[python3.8]": {
-    "recorded-date": "17-06-2025, 09:51:26",
+    "recorded-date": "06-11-2025, 11:56:49",
     "recorded-content": {
       "create_function_result": {
         "Architectures": [
@@ -135,12 +135,12 @@
           "AWS_LAMBDA_INITIALIZATION_TYPE": "on-demand",
           "AWS_LAMBDA_LOG_GROUP_NAME": "/aws/lambda/<function-name:1>",
           "AWS_LAMBDA_LOG_STREAM_NAME": "<log-stream-name:1>",
-          "AWS_LAMBDA_RUNTIME_API": "127.0.0.1:9001",
+          "AWS_LAMBDA_RUNTIME_API": "169.254.100.1:9001",
           "AWS_REGION": "<region>",
           "AWS_SECRET_ACCESS_KEY": "<aws-secret-access-key:1>",
           "AWS_SESSION_TOKEN": "<aws-session-token:1>",
           "AWS_XRAY_CONTEXT_MISSING": "LOG_ERROR",
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@@ -151,7 +151,7 @@
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@@ -179,12 +179,12 @@
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-          "AWS_LAMBDA_RUNTIME_API": "127.0.0.1:9001",
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-          "AWS_XRAY_DAEMON_ADDRESS": "169.254.79.129:2000",
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@@ -195,7 +195,7 @@
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-          "_AWS_XRAY_DAEMON_ADDRESS": "169.254.79.129",
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@@ -205,7 +205,7 @@
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@@ -344,7 +344,7 @@
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@@ -477,7 +477,7 @@
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@@ -616,7 +616,7 @@
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@@ -701,7 +701,7 @@
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@@ -747,7 +747,7 @@
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@@ -761,7 +761,7 @@
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@@ -902,7 +902,7 @@
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@@ -1037,7 +1037,7 @@
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@@ -1178,7 +1178,7 @@
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@@ -1313,7 +1313,7 @@
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@@ -1446,7 +1446,7 @@
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@@ -1587,7 +1587,7 @@
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@@ -1728,7 +1728,7 @@
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@@ -1871,7 +1871,7 @@
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@@ -2010,7 +2010,7 @@
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@@ -2081,12 +2081,12 @@
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-          "AWS_XRAY_DAEMON_ADDRESS": "169.254.79.129:2000",
+          "AWS_XRAY_DAEMON_ADDRESS": "169.254.100.1:2000",
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@@ -2098,10 +2098,10 @@
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-          "_AWS_XRAY_DAEMON_ADDRESS": "169.254.79.129",
+          "_AWS_XRAY_DAEMON_ADDRESS": "169.254.100.1",
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-          "_LAMBDA_TELEMETRY_LOG_FD": "3",
+          "_LAMBDA_TELEMETRY_LOG_FD": "62",
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@@ -2127,12 +2127,12 @@
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-          "AWS_LAMBDA_RUNTIME_API": "127.0.0.1:9001",
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@@ -2144,10 +2144,10 @@
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           "TZ": ":UTC",
-          "_AWS_XRAY_DAEMON_ADDRESS": "169.254.79.129",
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-          "_LAMBDA_TELEMETRY_LOG_FD": "3",
+          "_LAMBDA_TELEMETRY_LOG_FD": "62",
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@@ -2155,7 +2155,7 @@
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+    "recorded-date": "06-11-2025, 11:56:34",
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@@ -2225,12 +2225,12 @@
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           "AWS_LAMBDA_LOG_STREAM_NAME": "<log-stream-name:1>",
-          "AWS_LAMBDA_RUNTIME_API": "127.0.0.1:9001",
+          "AWS_LAMBDA_RUNTIME_API": "169.254.100.1:9001",
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-          "AWS_XRAY_DAEMON_ADDRESS": "169.254.79.129:2000",
+          "AWS_XRAY_DAEMON_ADDRESS": "169.254.100.1:2000",
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@@ -2242,7 +2242,7 @@
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-          "_AWS_XRAY_DAEMON_ADDRESS": "169.254.79.129",
+          "_AWS_XRAY_DAEMON_ADDRESS": "169.254.100.1",
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@@ -2269,12 +2269,12 @@
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-          "AWS_LAMBDA_RUNTIME_API": "127.0.0.1:9001",
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           "AWS_XRAY_CONTEXT_MISSING": "LOG_ERROR",
-          "AWS_XRAY_DAEMON_ADDRESS": "169.254.79.129:2000",
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           "LANG": "en_US.UTF-8",
@@ -2286,7 +2286,7 @@
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-          "_AWS_XRAY_DAEMON_ADDRESS": "169.254.79.129",
+          "_AWS_XRAY_DAEMON_ADDRESS": "169.254.100.1",
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@@ -2296,7 +2296,7 @@
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+    "recorded-date": "06-11-2025, 11:57:51",
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@@ -2358,7 +2358,7 @@
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@@ -2420,7 +2420,7 @@
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@@ -2481,7 +2481,7 @@
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@@ -2543,7 +2543,7 @@
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@@ -2605,7 +2605,7 @@
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@@ -2668,7 +2668,7 @@
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+    "recorded-date": "06-11-2025, 11:57:59",
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@@ -2730,7 +2730,7 @@
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@@ -2792,7 +2792,7 @@
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@@ -2854,7 +2854,7 @@
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@@ -2915,7 +2915,7 @@
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@@ -2978,7 +2978,7 @@
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@@ -3041,7 +3041,7 @@
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@@ -3104,7 +3104,7 @@
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+    "recorded-date": "06-11-2025, 11:57:32",
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@@ -3166,7 +3166,7 @@
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+    "recorded-date": "06-11-2025, 11:58:15",
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@@ -3228,7 +3228,7 @@
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+    "recorded-date": "06-11-2025, 11:57:36",
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@@ -3290,7 +3290,7 @@
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+    "recorded-date": "06-11-2025, 11:58:48",
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@@ -3343,7 +3343,7 @@
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+    "recorded-date": "06-11-2025, 11:58:30",
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@@ -3396,7 +3396,7 @@
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@@ -5304,7 +5304,7 @@
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@@ -5366,7 +5366,7 @@
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+    "recorded-date": "06-11-2025, 11:59:12",
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@@ -5419,7 +5419,536 @@
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-    "recorded-date": "31-03-2025, 17:43:08",
+    "recorded-date": "06-11-2025, 12:01:11",
+    "recorded-content": {}
+  },
+  "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_echo_invoke[nodejs24.x]": {
+    "recorded-date": "06-11-2025, 11:48:56",
+    "recorded-content": {}
+  },
+  "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_echo_invoke[java25]": {
+    "recorded-date": "06-11-2025, 11:55:34",
+    "recorded-content": {}
+  },
+  "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_echo_invoke[python3.14]": {
+    "recorded-date": "06-11-2025, 11:55:07",
+    "recorded-content": {}
+  },
+  "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_introspection_invoke[python3.14]": {
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+        },
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+          "log_group_name": "/aws/lambda/<function-name:1>",
+          "log_stream_name": "<log-stream-name:1>",
+          "memory_limit_in_mb": "1024",
+          "remaining_time_in_millis": "<remaining-time-in-millis>"
+        },
+        "environment": {
+          "AWS_ACCESS_KEY_ID": "<aws-access-key-id:1>",
+          "AWS_DEFAULT_REGION": "<region>",
+          "AWS_EXECUTION_ENV": "AWS_Lambda_java25",
+          "AWS_LAMBDA_FUNCTION_MEMORY_SIZE": "1024",
+          "AWS_LAMBDA_FUNCTION_NAME": "<function-name:1>",
+          "AWS_LAMBDA_FUNCTION_VERSION": "$LATEST",
+          "AWS_LAMBDA_INITIALIZATION_TYPE": "on-demand",
+          "AWS_LAMBDA_LOG_GROUP_NAME": "/aws/lambda/<function-name:1>",
+          "AWS_LAMBDA_LOG_STREAM_NAME": "<log-stream-name:1>",
+          "AWS_LAMBDA_RUNTIME_API": "169.254.100.1:9001",
+          "AWS_REGION": "<region>",
+          "AWS_SECRET_ACCESS_KEY": "<aws-secret-access-key:1>",
+          "AWS_SESSION_TOKEN": "<aws-session-token:1>",
+          "AWS_XRAY_CONTEXT_MISSING": "LOG_ERROR",
+          "AWS_XRAY_DAEMON_ADDRESS": "169.254.100.1:2000",
+          "LAMBDA_RUNTIME_DIR": "/var/runtime",
+          "LAMBDA_TASK_ROOT": "/var/task",
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+          "LD_LIBRARY_PATH": "/var/lang/lib:/lib64:/usr/lib64:/var/runtime:/var/runtime/lib:/var/task:/var/task/lib:/opt/lib",
+          "PATH": "/var/lang/bin:/usr/local/bin:/usr/bin/:/bin:/opt/bin",
+          "TEST_KEY": "TEST_VAL",
+          "TZ": ":UTC",
+          "_AWS_XRAY_DAEMON_ADDRESS": "169.254.100.1",
+          "_AWS_XRAY_DAEMON_PORT": "2000",
+          "_HANDLER": "echo.Handler",
+          "_LAMBDA_TELEMETRY_LOG_FD": "62"
+        },
+        "packages": []
+      }
+    }
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+        "EphemeralStorage": {
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+          "ApplyOn": "None",
+          "OptimizationStatus": "Off"
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+        "State": "Pending",
+        "StateReason": "The function is being created.",
+        "StateReasonCode": "Creating",
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+          "HTTPHeaders": {},
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+        "ExecutedVersion": "$LATEST",
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+        "ResponseMetadata": {
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+      },
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+        "FunctionError": "Unhandled",
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+          "errorMessage": "Error: some_error_msg",
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+        "Version": "$LATEST",
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+          "HTTPStatusCode": 201
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+    }
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+          "LogFormat": "Text",
+          "LogGroup": "/aws/lambda/<function-name:1>"
+        },
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+        "PackageType": "Zip",
+        "RevisionId": "<uuid:1>",
+        "Role": "arn:<partition>:iam::111111111111:role/<resource:1>",
+        "Runtime": "java25",
+        "RuntimeVersionConfig": {
+          "RuntimeVersionArn": "arn:<partition>:lambda:<region>::runtime:<resource:2>"
+        },
+        "SnapStart": {
+          "ApplyOn": "None",
+          "OptimizationStatus": "Off"
+        },
+        "State": "Pending",
+        "StateReason": "The function is being created.",
+        "StateReasonCode": "Creating",
+        "Timeout": 3,
+        "TracingConfig": {
+          "Mode": "PassThrough"
+        },
+        "Version": "$LATEST",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 201
+        }
+      }
+    }
+  },
+  "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaCallingLocalstack::test_manual_endpoint_injection[python3.14]": {
+    "recorded-date": "06-11-2025, 12:00:52",
+    "recorded-content": {}
+  },
+  "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaCallingLocalstack::test_manual_endpoint_injection[java25]": {
+    "recorded-date": "06-11-2025, 12:01:07",
     "recorded-content": {}
   }
 }
diff --git a/tests/aws/services/lambda_/test_lambda_common.validation.json b/tests/aws/services/lambda_/test_lambda_common.validation.json
index f17afd9193b9c..bced3bc758fbb 100644
--- a/tests/aws/services/lambda_/test_lambda_common.validation.json
+++ b/tests/aws/services/lambda_/test_lambda_common.validation.json
@@ -1,431 +1,1001 @@
 {
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaCallingLocalstack::test_manual_endpoint_injection[dotnet6]": {
-    "last_validated_date": "2025-03-31T17:43:14+00:00"
+    "last_validated_date": "2025-11-06T12:00:44+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 3.33,
+      "teardown": 0.26,
+      "total": 3.6
+    }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaCallingLocalstack::test_manual_endpoint_injection[dotnet8]": {
-    "last_validated_date": "2025-03-31T17:43:54+00:00"
+    "last_validated_date": "2025-11-06T12:00:41+00:00",
+    "durations_in_seconds": {
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+      "call": 3.15,
+      "teardown": 0.24,
+      "total": 3.39
+    }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaCallingLocalstack::test_manual_endpoint_injection[java11]": {
-    "last_validated_date": "2025-03-31T17:44:30+00:00"
+    "last_validated_date": "2025-11-06T11:59:37+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 18.03,
+      "teardown": 0.52,
+      "total": 18.55
+    }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaCallingLocalstack::test_manual_endpoint_injection[java17]": {
-    "last_validated_date": "2025-03-31T17:42:41+00:00"
+    "last_validated_date": "2025-11-06T12:01:26+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 11.81,
+      "teardown": 0.26,
+      "total": 12.07
+    }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaCallingLocalstack::test_manual_endpoint_injection[java21]": {
-    "last_validated_date": "2025-03-31T17:43:00+00:00"
+    "last_validated_date": "2025-11-06T12:00:19+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 12.94,
+      "teardown": 0.26,
+      "total": 13.21
+    }
+  },
+  "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaCallingLocalstack::test_manual_endpoint_injection[java25]": {
+    "last_validated_date": "2025-11-06T12:01:07+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 12.05,
+      "teardown": 0.32,
+      "total": 12.38
+    }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaCallingLocalstack::test_manual_endpoint_injection[java8.al2]": {
-    "last_validated_date": "2025-03-31T17:43:49+00:00"
+    "last_validated_date": "2025-11-06T12:00:03+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 25.34,
+      "teardown": 0.29,
+      "total": 25.64
+    }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaCallingLocalstack::test_manual_endpoint_injection[nodejs16.x]": {
-    "last_validated_date": "2025-03-31T17:44:41+00:00"
+    "last_validated_date": "2025-11-06T12:00:47+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 2.39,
+      "teardown": 0.3,
+      "total": 2.7
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+      "setup": 0.01,
+      "call": 3.71,
+      "teardown": 0.24,
+      "total": 3.96
+    }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_uncaught_exception_invoke[python3.10]": {
-    "last_validated_date": "2025-03-31T12:22:07+00:00"
+    "last_validated_date": "2025-11-06T11:57:47+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 1.87,
+      "teardown": 0.22,
+      "total": 2.09
+    }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_uncaught_exception_invoke[python3.11]": {
-    "last_validated_date": "2025-03-31T12:22:04+00:00"
+    "last_validated_date": "2025-11-06T11:57:45+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 1.8,
+      "teardown": 0.2,
+      "total": 2.0
+    }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_uncaught_exception_invoke[python3.12]": {
-    "last_validated_date": "2025-03-31T12:22:02+00:00"
+    "last_validated_date": "2025-11-06T11:57:43+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 1.84,
+      "teardown": 0.21,
+      "total": 2.06
+    }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_uncaught_exception_invoke[python3.13]": {
-    "last_validated_date": "2025-03-31T12:21:59+00:00"
+    "last_validated_date": "2025-11-06T11:57:41+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 1.82,
+      "teardown": 0.23,
+      "total": 2.06
+    }
+  },
+  "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_uncaught_exception_invoke[python3.14]": {
+    "last_validated_date": "2025-11-06T11:57:39+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 2.16,
+      "teardown": 0.2,
+      "total": 2.37
+    }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_uncaught_exception_invoke[python3.8]": {
-    "last_validated_date": "2025-03-31T12:22:12+00:00"
+    "last_validated_date": "2025-11-06T11:57:51+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 1.94,
+      "teardown": 0.2,
+      "total": 2.14
+    }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_uncaught_exception_invoke[python3.9]": {
-    "last_validated_date": "2025-03-31T12:22:09+00:00"
+    "last_validated_date": "2025-11-06T11:57:49+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 1.8,
+      "teardown": 0.19,
+      "total": 2.0
+    }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_uncaught_exception_invoke[ruby3.2]": {
-    "last_validated_date": "2025-03-31T12:22:34+00:00"
+    "last_validated_date": "2025-11-06T11:58:08+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 2.16,
+      "teardown": 0.21,
+      "total": 2.38
+    }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_uncaught_exception_invoke[ruby3.3]": {
-    "last_validated_date": "2025-03-31T12:22:37+00:00"
+    "last_validated_date": "2025-11-06T11:58:10+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 2.0,
+      "teardown": 0.23,
+      "total": 2.24
+    }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_uncaught_exception_invoke[ruby3.4]": {
-    "last_validated_date": "2025-03-31T12:22:40+00:00"
+    "last_validated_date": "2025-11-06T11:58:12+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 2.23,
+      "teardown": 0.2,
+      "total": 2.44
+    }
   }
 }
diff --git a/tests/aws/services/lambda_/test_lambda_runtimes.snapshot.json b/tests/aws/services/lambda_/test_lambda_runtimes.snapshot.json
index 314aec2afb7e4..269d907f1c40a 100644
--- a/tests/aws/services/lambda_/test_lambda_runtimes.snapshot.json
+++ b/tests/aws/services/lambda_/test_lambda_runtimes.snapshot.json
@@ -377,7 +377,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestJavaRuntimes::test_stream_handler[java21]": {
-    "recorded-date": "26-11-2024, 09:43:11",
+    "recorded-date": "06-11-2025, 12:22:33",
     "recorded-content": {
       "invoke_result": {
         "ExecutedVersion": "$LATEST",
@@ -391,7 +391,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestJavaRuntimes::test_stream_handler[java17]": {
-    "recorded-date": "26-11-2024, 09:43:14",
+    "recorded-date": "06-11-2025, 12:22:35",
     "recorded-content": {
       "invoke_result": {
         "ExecutedVersion": "$LATEST",
@@ -405,7 +405,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestJavaRuntimes::test_stream_handler[java11]": {
-    "recorded-date": "26-11-2024, 09:43:17",
+    "recorded-date": "06-11-2025, 12:22:38",
     "recorded-content": {
       "invoke_result": {
         "ExecutedVersion": "$LATEST",
@@ -419,7 +419,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestJavaRuntimes::test_stream_handler[java8.al2]": {
-    "recorded-date": "26-11-2024, 09:43:20",
+    "recorded-date": "06-11-2025, 12:22:41",
     "recorded-content": {
       "invoke_result": {
         "ExecutedVersion": "$LATEST",
@@ -433,7 +433,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestJavaRuntimes::test_serializable_input_object[java21]": {
-    "recorded-date": "26-11-2024, 09:43:37",
+    "recorded-date": "06-11-2025, 12:23:21",
     "recorded-content": {
       "create-result": {
         "CreateEventSourceMappingResponse": null,
@@ -500,7 +500,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestJavaRuntimes::test_serializable_input_object[java17]": {
-    "recorded-date": "26-11-2024, 09:43:52",
+    "recorded-date": "06-11-2025, 12:23:32",
     "recorded-content": {
       "create-result": {
         "CreateEventSourceMappingResponse": null,
@@ -567,7 +567,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestJavaRuntimes::test_serializable_input_object[java11]": {
-    "recorded-date": "26-11-2024, 09:44:07",
+    "recorded-date": "06-11-2025, 12:23:43",
     "recorded-content": {
       "create-result": {
         "CreateEventSourceMappingResponse": null,
@@ -634,7 +634,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestJavaRuntimes::test_serializable_input_object[java8.al2]": {
-    "recorded-date": "26-11-2024, 09:44:22",
+    "recorded-date": "06-11-2025, 12:23:54",
     "recorded-content": {
       "create-result": {
         "CreateEventSourceMappingResponse": null,
@@ -966,43 +966,43 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_handler_in_submodule[python3.12]": {
-    "recorded-date": "26-11-2024, 09:45:27",
+    "recorded-date": "06-11-2025, 12:20:13",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_handler_in_submodule[python3.11]": {
-    "recorded-date": "26-11-2024, 09:45:30",
+    "recorded-date": "06-11-2025, 12:20:16",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_handler_in_submodule[python3.10]": {
-    "recorded-date": "26-11-2024, 09:45:32",
+    "recorded-date": "06-11-2025, 12:20:18",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_handler_in_submodule[python3.9]": {
-    "recorded-date": "26-11-2024, 09:45:35",
+    "recorded-date": "06-11-2025, 12:20:21",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_handler_in_submodule[python3.8]": {
-    "recorded-date": "26-11-2024, 09:45:38",
+    "recorded-date": "06-11-2025, 12:20:24",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_python_runtime_correct_versions[python3.12]": {
-    "recorded-date": "26-11-2024, 09:45:42",
+    "recorded-date": "06-11-2025, 12:20:31",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_python_runtime_correct_versions[python3.11]": {
-    "recorded-date": "26-11-2024, 09:45:45",
+    "recorded-date": "06-11-2025, 12:20:33",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_python_runtime_correct_versions[python3.10]": {
-    "recorded-date": "26-11-2024, 09:45:47",
+    "recorded-date": "06-11-2025, 12:20:36",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_python_runtime_correct_versions[python3.9]": {
-    "recorded-date": "26-11-2024, 09:45:49",
+    "recorded-date": "06-11-2025, 12:20:38",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_python_runtime_correct_versions[python3.8]": {
-    "recorded-date": "26-11-2024, 09:45:51",
+    "recorded-date": "06-11-2025, 12:20:40",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestGoProvidedRuntimes::test_uncaught_exception_invoke[provided.al2023]": {
@@ -1136,11 +1136,11 @@
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_handler_in_submodule[python3.13]": {
-    "recorded-date": "26-11-2024, 09:45:25",
+    "recorded-date": "06-11-2025, 12:20:10",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_python_runtime_correct_versions[python3.13]": {
-    "recorded-date": "26-11-2024, 09:45:40",
+    "recorded-date": "06-11-2025, 12:20:28",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestNodeJSRuntimes::test_invoke_nodejs_es6_lambda[nodejs22.x]": {
@@ -1271,5 +1271,94 @@
         }
       ]
     }
+  },
+  "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_handler_in_submodule[python3.14]": {
+    "recorded-date": "06-11-2025, 12:20:08",
+    "recorded-content": {}
+  },
+  "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_python_runtime_correct_versions[python3.14]": {
+    "recorded-date": "06-11-2025, 12:20:26",
+    "recorded-content": {}
+  },
+  "tests/aws/services/lambda_/test_lambda_runtimes.py::TestJavaRuntimes::test_stream_handler[java25]": {
+    "recorded-date": "06-11-2025, 12:22:30",
+    "recorded-content": {
+      "invoke_result": {
+        "ExecutedVersion": "$LATEST",
+        "Payload": {},
+        "StatusCode": 200,
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/lambda_/test_lambda_runtimes.py::TestJavaRuntimes::test_serializable_input_object[java25]": {
+    "recorded-date": "06-11-2025, 12:23:11",
+    "recorded-content": {
+      "create-result": {
+        "CreateEventSourceMappingResponse": null,
+        "CreateFunctionResponse": {
+          "Architectures": [
+            "x86_64"
+          ],
+          "CodeSha256": "<<code-sha-256>:1>",
+          "CodeSize": "<code-size>",
+          "Description": "",
+          "Environment": {
+            "Variables": {}
+          },
+          "EphemeralStorage": {
+            "Size": 512
+          },
+          "FunctionArn": "arn:<partition>:lambda:<region>:111111111111:function:<function-name:1>",
+          "FunctionName": "<function-name:1>",
+          "Handler": "cloud.localstack.awssdkv1.sample.SerializedInputLambdaHandler",
+          "LastModified": "date",
+          "LoggingConfig": {
+            "LogFormat": "Text",
+            "LogGroup": "/aws/lambda/<function-name:1>"
+          },
+          "MemorySize": 128,
+          "PackageType": "Zip",
+          "RevisionId": "<uuid:1>",
+          "Role": "arn:<partition>:iam::111111111111:role/<resource:1>",
+          "Runtime": "java25",
+          "RuntimeVersionConfig": {
+            "RuntimeVersionArn": "arn:<partition>:lambda:<region>::runtime:<resource:2>"
+          },
+          "SnapStart": {
+            "ApplyOn": "None",
+            "OptimizationStatus": "Off"
+          },
+          "State": "Pending",
+          "StateReason": "The function is being created.",
+          "StateReasonCode": "Creating",
+          "Timeout": 30,
+          "TracingConfig": {
+            "Mode": "PassThrough"
+          },
+          "Version": "$LATEST",
+          "ResponseMetadata": {
+            "HTTPHeaders": {},
+            "HTTPStatusCode": 201
+          }
+        }
+      },
+      "invoke-result": {
+        "ExecutedVersion": "$LATEST",
+        "Payload": {
+          "bucket": "test_bucket",
+          "key": "test_key",
+          "validated": true
+        },
+        "StatusCode": 200,
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/lambda_/test_lambda_runtimes.validation.json b/tests/aws/services/lambda_/test_lambda_runtimes.validation.json
index 4d29b8b622534..9b174e1ab0d0e 100644
--- a/tests/aws/services/lambda_/test_lambda_runtimes.validation.json
+++ b/tests/aws/services/lambda_/test_lambda_runtimes.validation.json
@@ -30,28 +30,94 @@
     "last_validated_date": "2024-11-26T09:43:07+00:00"
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestJavaRuntimes::test_serializable_input_object[java11]": {
-    "last_validated_date": "2024-11-26T09:44:07+00:00"
+    "last_validated_date": "2025-11-06T12:23:43+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 10.14,
+      "teardown": 0.36,
+      "total": 10.5
+    }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestJavaRuntimes::test_serializable_input_object[java17]": {
-    "last_validated_date": "2024-11-26T09:43:52+00:00"
+    "last_validated_date": "2025-11-06T12:23:32+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 10.69,
+      "teardown": 0.38,
+      "total": 11.08
+    }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestJavaRuntimes::test_serializable_input_object[java21]": {
-    "last_validated_date": "2024-11-26T09:43:37+00:00"
+    "last_validated_date": "2025-11-06T12:23:21+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 10.05,
+      "teardown": 0.35,
+      "total": 10.41
+    }
+  },
+  "tests/aws/services/lambda_/test_lambda_runtimes.py::TestJavaRuntimes::test_serializable_input_object[java25]": {
+    "last_validated_date": "2025-11-06T12:23:11+00:00",
+    "durations_in_seconds": {
+      "setup": 12.53,
+      "call": 11.05,
+      "teardown": 0.36,
+      "total": 23.94
+    }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestJavaRuntimes::test_serializable_input_object[java8.al2]": {
-    "last_validated_date": "2024-11-26T09:44:22+00:00"
+    "last_validated_date": "2025-11-06T12:23:55+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 10.66,
+      "teardown": 1.41,
+      "total": 12.07
+    }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestJavaRuntimes::test_stream_handler[java11]": {
-    "last_validated_date": "2024-11-26T09:43:16+00:00"
+    "last_validated_date": "2025-11-06T12:22:38+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 2.59,
+      "teardown": 0.37,
+      "total": 2.96
+    }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestJavaRuntimes::test_stream_handler[java17]": {
-    "last_validated_date": "2024-11-26T09:43:13+00:00"
+    "last_validated_date": "2025-11-06T12:22:35+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 2.54,
+      "teardown": 0.35,
+      "total": 2.9
+    }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestJavaRuntimes::test_stream_handler[java21]": {
-    "last_validated_date": "2024-11-26T09:43:11+00:00"
+    "last_validated_date": "2025-11-06T12:22:33+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 2.4,
+      "teardown": 0.4,
+      "total": 2.8
+    }
+  },
+  "tests/aws/services/lambda_/test_lambda_runtimes.py::TestJavaRuntimes::test_stream_handler[java25]": {
+    "last_validated_date": "2025-11-06T12:22:30+00:00",
+    "durations_in_seconds": {
+      "setup": 12.45,
+      "call": 2.86,
+      "teardown": 0.35,
+      "total": 15.66
+    }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestJavaRuntimes::test_stream_handler[java8.al2]": {
-    "last_validated_date": "2024-11-26T09:43:19+00:00"
+    "last_validated_date": "2025-11-06T12:22:42+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 2.56,
+      "teardown": 1.09,
+      "total": 3.65
+    }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestNodeJSRuntimes::test_invoke_nodejs_es6_lambda[nodejs16.x]": {
     "last_validated_date": "2024-11-26T09:42:54+00:00"
@@ -66,39 +132,129 @@
     "last_validated_date": "2024-11-26T09:42:29+00:00"
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_handler_in_submodule[python3.10]": {
-    "last_validated_date": "2024-11-26T09:45:32+00:00"
+    "last_validated_date": "2025-11-06T12:20:18+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 2.3,
+      "teardown": 0.32,
+      "total": 2.62
+    }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_handler_in_submodule[python3.11]": {
-    "last_validated_date": "2024-11-26T09:45:29+00:00"
+    "last_validated_date": "2025-11-06T12:20:16+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 2.44,
+      "teardown": 0.39,
+      "total": 2.84
+    }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_handler_in_submodule[python3.12]": {
-    "last_validated_date": "2024-11-26T09:45:27+00:00"
+    "last_validated_date": "2025-11-06T12:20:13+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 2.19,
+      "teardown": 0.38,
+      "total": 2.58
+    }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_handler_in_submodule[python3.13]": {
-    "last_validated_date": "2024-11-26T09:45:24+00:00"
+    "last_validated_date": "2025-11-06T12:20:10+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 2.24,
+      "teardown": 0.35,
+      "total": 2.6
+    }
+  },
+  "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_handler_in_submodule[python3.14]": {
+    "last_validated_date": "2025-11-06T12:20:08+00:00",
+    "durations_in_seconds": {
+      "setup": 11.97,
+      "call": 2.45,
+      "teardown": 0.38,
+      "total": 14.8
+    }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_handler_in_submodule[python3.8]": {
-    "last_validated_date": "2024-11-26T09:45:37+00:00"
+    "last_validated_date": "2025-11-06T12:20:24+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 2.2,
+      "teardown": 0.4,
+      "total": 2.6
+    }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_handler_in_submodule[python3.9]": {
-    "last_validated_date": "2024-11-26T09:45:35+00:00"
+    "last_validated_date": "2025-11-06T12:20:21+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 2.16,
+      "teardown": 0.34,
+      "total": 2.5
+    }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_python_runtime_correct_versions[python3.10]": {
-    "last_validated_date": "2024-11-26T09:45:47+00:00"
+    "last_validated_date": "2025-11-06T12:20:36+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 2.03,
+      "teardown": 0.37,
+      "total": 2.4
+    }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_python_runtime_correct_versions[python3.11]": {
-    "last_validated_date": "2024-11-26T09:45:44+00:00"
+    "last_validated_date": "2025-11-06T12:20:33+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 1.97,
+      "teardown": 0.53,
+      "total": 2.51
+    }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_python_runtime_correct_versions[python3.12]": {
-    "last_validated_date": "2024-11-26T09:45:42+00:00"
+    "last_validated_date": "2025-11-06T12:20:31+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 1.97,
+      "teardown": 0.37,
+      "total": 2.34
+    }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_python_runtime_correct_versions[python3.13]": {
-    "last_validated_date": "2024-11-26T09:45:40+00:00"
+    "last_validated_date": "2025-11-06T12:20:28+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 2.04,
+      "teardown": 0.35,
+      "total": 2.39
+    }
+  },
+  "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_python_runtime_correct_versions[python3.14]": {
+    "last_validated_date": "2025-11-06T12:20:26+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 2.08,
+      "teardown": 0.26,
+      "total": 2.34
+    }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_python_runtime_correct_versions[python3.8]": {
-    "last_validated_date": "2024-11-26T09:45:51+00:00"
+    "last_validated_date": "2025-11-06T12:20:41+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 2.08,
+      "teardown": 1.03,
+      "total": 3.11
+    }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_python_runtime_correct_versions[python3.9]": {
-    "last_validated_date": "2024-11-26T09:45:49+00:00"
+    "last_validated_date": "2025-11-06T12:20:38+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 2.07,
+      "teardown": 0.37,
+      "total": 2.44
+    }
   }
 }

From 37b23d078854c5512c12967491f756e7ea19064c Mon Sep 17 00:00:00 2001
From: Steve Purcell <steve@sanityinc.com>
Date: Sat, 8 Nov 2025 00:40:38 +1300
Subject: [PATCH 358/697] Update deprecated type annotations produced by AWS
 scaffold tool (#13347)

As of Python 3.9, common type annotations have changed, and the old ones (e.g. List, Optional, Union) generate deprecation warnings in some tools (pyright in my case). Our minimum Python version is 3.11, so it seems worthwhile to avoid those warnings.
---
 localstack-core/localstack/aws/scaffold.py | 32 ++++++++++------------
 1 file changed, 15 insertions(+), 17 deletions(-)

diff --git a/localstack-core/localstack/aws/scaffold.py b/localstack-core/localstack/aws/scaffold.py
index 2a5100ecb597e..4621c052c5f83 100644
--- a/localstack-core/localstack/aws/scaffold.py
+++ b/localstack-core/localstack/aws/scaffold.py
@@ -188,9 +188,7 @@ def _print_as_class(self, output, base: str, doc=True, quote_types=False):
             if member in self.shape.required_members:
                 output.write(f"    {member}: IO[{q}{to_valid_python_name(shape.name)}{q}]\n")
             else:
-                output.write(
-                    f"    {member}: Optional[IO[{q}{to_valid_python_name(shape.name)}{q}]]\n"
-                )
+                output.write(f"    {member}: {q}IO[{to_valid_python_name(shape.name)}] | None{q}\n")
             del remaining_members[member]
         # render the streaming payload first
         if self.is_response and self.response_operation.has_streaming_output:
@@ -199,25 +197,26 @@ def _print_as_class(self, output, base: str, doc=True, quote_types=False):
             shape_name = to_valid_python_name(shape.name)
             if member in self.shape.required_members:
                 output.write(
-                    f"    {member}: Union[{q}{shape_name}{q}, IO[{q}{shape_name}{q}], Iterable[{q}{shape_name}{q}]]\n"
+                    f"    {member}: {q}{shape_name} | IO[{shape_name}] | Iterable[{shape_name}]{q}\n"
                 )
             else:
                 output.write(
-                    f"    {member}: Optional[Union[{q}{shape_name}{q}, IO[{q}{shape_name}{q}], Iterable[{q}{shape_name}{q}]]]\n"
+                    f"    {member}: {q}{shape_name} | IO[{shape_name}] | Iterable[{shape_name}] | None{q}\n"
                 )
             del remaining_members[member]
 
         for k, v in remaining_members.items():
+            shape_name = to_valid_python_name(v.name)
             if k in self.shape.required_members:
                 if v.serialization.get("eventstream"):
-                    output.write(f"    {k}: Iterator[{q}{to_valid_python_name(v.name)}{q}]\n")
+                    output.write(f"    {k}: Iterator[{q}{shape_name}{q}]\n")
                 else:
-                    output.write(f"    {k}: {q}{to_valid_python_name(v.name)}{q}\n")
+                    output.write(f"    {k}: {q}{shape_name}{q}\n")
             else:
                 if v.serialization.get("eventstream"):
-                    output.write(f"    {k}: Iterator[{q}{to_valid_python_name(v.name)}{q}]\n")
+                    output.write(f"    {k}: Iterator[{q}{shape_name}{q}]\n")
                 else:
-                    output.write(f"    {k}: Optional[{q}{to_valid_python_name(v.name)}{q}]\n")
+                    output.write(f"    {k}: {q}{shape_name} | None{q}\n")
 
     def _print_as_typed_dict(self, output, doc=True, quote_types=False):
         name = to_valid_python_name(self.shape.name)
@@ -236,7 +235,7 @@ def _print_as_typed_dict(self, output, doc=True, quote_types=False):
                 if v.serialization.get("eventstream"):
                     output.write(f'    "{k}": Iterator[{q}{member_name}{q}],\n')
                 else:
-                    output.write(f'    "{k}": Optional[{q}{member_name}{q}],\n')
+                    output.write(f'    "{k}": {q}{member_name} | None{q},\n')
         output.write("}, total=False)")
 
     def print_shape_doc(self, output, shape):
@@ -256,11 +255,11 @@ def print_declaration(self, output, doc=True, quote_types=False):
             self._print_structure_declaration(output, doc, quote_types)
         elif isinstance(shape, ListShape):
             output.write(
-                f"{to_valid_python_name(shape.name)} = List[{q}{to_valid_python_name(shape.member.name)}{q}]"
+                f"{to_valid_python_name(shape.name)} = list[{q}{to_valid_python_name(shape.member.name)}{q}]"
             )
         elif isinstance(shape, MapShape):
             output.write(
-                f"{to_valid_python_name(shape.name)} = Dict[{q}{to_valid_python_name(shape.key.name)}{q}, {q}{to_valid_python_name(shape.value.name)}{q}]"
+                f"{to_valid_python_name(shape.name)} = dict[{q}{to_valid_python_name(shape.key.name)}{q}, {q}{to_valid_python_name(shape.value.name)}{q}]"
             )
         elif isinstance(shape, StringShape):
             if shape.enum:
@@ -316,9 +315,8 @@ def get_order(self):
 def generate_service_types(output, service: ServiceModel, doc=True):
     output.write("from datetime import datetime\n")
     output.write("from enum import StrEnum\n")
-    output.write(
-        "from typing import Dict, List, Optional, Iterator, Iterable, IO, Union, TypedDict\n"
-    )
+    output.write("from typing import IO, TypedDict\n")
+    output.write("from collections.abc import Iterable, Iterator\n")
     output.write("\n")
     output.write(
         "from localstack.aws.api import handler, RequestContext, ServiceException, ServiceRequest"
@@ -372,8 +370,8 @@ def generate_service_api(output, service: ServiceModel, doc=True):
 
     output.write(f"class {class_name}:\n")
     output.write("\n")
-    output.write(f'    service = "{service.service_name}"\n')
-    output.write(f'    version = "{service.api_version}"\n')
+    output.write(f'    service: str = "{service.service_name}"\n')
+    output.write(f'    version: str = "{service.api_version}"\n')
     for op_name in service.operation_names:
         operation: OperationModel = service.operation_model(op_name)
 

From 66ab28bbd5f4c202640e090195973273708e3057 Mon Sep 17 00:00:00 2001
From: Bernhard Matyas <90144234+baermat@users.noreply.github.com>
Date: Fri, 7 Nov 2025 17:44:46 +0100
Subject: [PATCH 359/697] Sns:v2 platform endpoint operations (#13327)

Co-authored-by: Benjamin Simon <benjh.simon@gmail.com>
---
 .../localstack/services/sns/v2/models.py      |  25 +-
 .../localstack/services/sns/v2/provider.py    | 156 +++++-
 .../localstack/services/sns/v2/utils.py       |   8 +
 tests/aws/services/sns/test_sns.py            | 519 +++++++++++++++++-
 tests/aws/services/sns/test_sns.snapshot.json | 440 +++++++++++++++
 .../aws/services/sns/test_sns.validation.json | 315 +++++++++++
 6 files changed, 1437 insertions(+), 26 deletions(-)

diff --git a/localstack-core/localstack/services/sns/v2/models.py b/localstack-core/localstack/services/sns/v2/models.py
index 18773459742fe..3419a38bd06c3 100644
--- a/localstack-core/localstack/services/sns/v2/models.py
+++ b/localstack-core/localstack/services/sns/v2/models.py
@@ -5,6 +5,7 @@
 from typing import Literal, TypedDict
 
 from localstack.aws.api.sns import (
+    Endpoint,
     MessageAttributeMap,
     PlatformApplication,
     PublishBatchRequestEntry,
@@ -39,6 +40,12 @@ class Topic(TypedDict, total=True):
 ]
 
 
+class EndpointAttributeNames(StrEnum):
+    CUSTOM_USER_DATA = "CustomUserData"
+    Token = "Token"
+    ENABLED = "Enabled"
+
+
 SMS_ATTRIBUTE_NAMES = [
     "DeliveryStatusIAMRole",
     "DeliveryStatusSuccessSamplingRate",
@@ -143,6 +150,19 @@ def from_batch_entry(cls, entry: PublishBatchRequestEntry, is_fifo=False) -> "Sn
         )
 
 
+@dataclass
+class PlatformEndpoint:
+    platform_application_arn: str
+    platform_endpoint: Endpoint
+
+
+@dataclass
+class PlatformApplicationDetails:
+    platform_application: PlatformApplication
+    # maps all Endpoints of the PlatformApplication, from their Token to their ARN
+    platform_endpoints: dict[str, str]
+
+
 class SnsStore(BaseStore):
     topics: dict[str, Topic] = LocalAttribute(default=dict)
 
@@ -156,7 +176,10 @@ class SnsStore(BaseStore):
     subscription_tokens: dict[str, str] = LocalAttribute(default=dict)
 
     # maps platform application arns to platform applications
-    platform_applications: dict[str, PlatformApplication] = LocalAttribute(default=dict)
+    platform_applications: dict[str, PlatformApplicationDetails] = LocalAttribute(default=dict)
+
+    # maps endpoint arns to platform endpoints
+    platform_endpoints: dict[str, PlatformEndpoint] = LocalAttribute(default=dict)
 
     # topic/subscription independent default values for sending sms messages
     sms_attributes: dict[str, str] = LocalAttribute(default=dict)
diff --git a/localstack-core/localstack/services/sns/v2/provider.py b/localstack-core/localstack/services/sns/v2/provider.py
index 515f7a44d6922..b08c2f2977b92 100644
--- a/localstack-core/localstack/services/sns/v2/provider.py
+++ b/localstack-core/localstack/services/sns/v2/provider.py
@@ -10,8 +10,11 @@
 from localstack.aws.api.sns import (
     AmazonResourceName,
     ConfirmSubscriptionResponse,
+    CreateEndpointResponse,
     CreatePlatformApplicationResponse,
     CreateTopicResponse,
+    Endpoint,
+    GetEndpointAttributesResponse,
     GetPlatformApplicationAttributesResponse,
     GetSMSAttributesResponse,
     GetSubscriptionAttributesResponse,
@@ -60,6 +63,9 @@
     SMS_ATTRIBUTE_NAMES,
     SMS_DEFAULT_SENDER_REGEX,
     SMS_TYPES,
+    EndpointAttributeNames,
+    PlatformApplicationDetails,
+    PlatformEndpoint,
     SnsMessage,
     SnsMessageType,
     SnsStore,
@@ -68,6 +74,7 @@
     sns_stores,
 )
 from localstack.services.sns.v2.utils import (
+    create_platform_endpoint_arn,
     create_subscription_arn,
     encode_subscription_token_with_region,
     get_next_page_token_from_arn,
@@ -237,10 +244,11 @@ def subscribe(
                 raise InvalidParameterException("Invalid parameter: SQS endpoint ARN")
 
         elif protocol == "application":
-            # TODO: This needs to be implemented once applications are ported from moto to the new provider
-            raise NotImplementedError(
-                "This functionality needs yet to be ported to the new SNS provider"
-            )
+            # TODO: Validate exact behaviour
+            try:
+                parse_arn(endpoint)
+            except InvalidArnException:
+                raise InvalidParameterException("Invalid parameter: ApplicationEndpoint ARN")
 
         if ".fifo" in endpoint and ".fifo" not in topic_arn:
             # TODO: move to sqs protocol block if possible
@@ -591,17 +599,24 @@ def create_platform_application(
             account_id=context.account_id,
             region_name=context.region,
         )
-        platform_application = PlatformApplication(
-            PlatformApplicationArn=application_arn, Attributes=_attributes
+        platform_application_details = PlatformApplicationDetails(
+            platform_application=PlatformApplication(
+                PlatformApplicationArn=application_arn,
+                Attributes=_attributes,
+            ),
+            platform_endpoints={},
         )
-        store.platform_applications[application_arn] = platform_application
-        return CreatePlatformApplicationResponse(**platform_application)
+        store.platform_applications[application_arn] = platform_application_details
+
+        return platform_application_details.platform_application
 
     def delete_platform_application(
         self, context: RequestContext, platform_application_arn: String, **kwargs
     ) -> None:
         store = self.get_store(context.account_id, context.region)
         store.platform_applications.pop(platform_application_arn, None)
+        # TODO: if the platform had endpoints, should we remove them from the store? There is no way to list
+        #   endpoints without an application, so this is impossible to check the state of AWS here
 
     def list_platform_applications(
         self, context: RequestContext, next_token: String | None = None, **kwargs
@@ -615,7 +630,9 @@ def list_platform_applications(
             next_token=next_token,
         )
 
-        response = ListPlatformApplicationsResponse(PlatformApplications=page)
+        response = ListPlatformApplicationsResponse(
+            PlatformApplications=[platform_app.platform_application for platform_app in page]
+        )
         if token:
             response["NextToken"] = token
         return response
@@ -644,6 +661,62 @@ def set_platform_application_attributes(
     # Platform Endpoints
     #
 
+    def create_platform_endpoint(
+        self,
+        context: RequestContext,
+        platform_application_arn: String,
+        token: String,
+        custom_user_data: String | None = None,
+        attributes: MapStringToString | None = None,
+        **kwargs,
+    ) -> CreateEndpointResponse:
+        store = self.get_store(context.account_id, context.region)
+        application = store.platform_applications.get(platform_application_arn)
+        if not application:
+            raise NotFoundException("PlatformApplication does not exist")
+        endpoint_arn = application.platform_endpoints.get(token, {})
+        attributes = attributes or {}
+        _validate_endpoint_attributes(attributes, allow_empty=True)
+        # CustomUserData can be specified both in attributes and as parameter. Attributes take precedence
+        attributes.setdefault(EndpointAttributeNames.CUSTOM_USER_DATA, custom_user_data)
+        _attributes = {"Enabled": "true", "Token": token, **attributes}
+        if endpoint_arn and (
+            platform_endpoint_details := store.platform_endpoints.get(endpoint_arn)
+        ):
+            # endpoint for that application with that particular token already exists
+            if not platform_endpoint_details.platform_endpoint["Attributes"] == _attributes:
+                raise InvalidParameterException(
+                    f"Invalid parameter: Token Reason: Endpoint {endpoint_arn} already exists with the same Token, but different attributes."
+                )
+            else:
+                return CreateEndpointResponse(EndpointArn=endpoint_arn)
+
+        endpoint_arn = create_platform_endpoint_arn(platform_application_arn)
+        platform_endpoint = PlatformEndpoint(
+            platform_application_arn=endpoint_arn,
+            platform_endpoint=Endpoint(
+                Attributes=_attributes,
+                EndpointArn=endpoint_arn,
+            ),
+        )
+        store.platform_endpoints[endpoint_arn] = platform_endpoint
+        application.platform_endpoints[token] = endpoint_arn
+
+        return CreateEndpointResponse(EndpointArn=endpoint_arn)
+
+    def delete_endpoint(self, context: RequestContext, endpoint_arn: String, **kwargs) -> None:
+        store = self.get_store(context.account_id, context.region)
+        platform_endpoint_details = store.platform_endpoints.pop(endpoint_arn, None)
+        if platform_endpoint_details:
+            platform_application = store.platform_applications.get(
+                platform_endpoint_details.platform_application_arn
+            )
+            if platform_application:
+                platform_endpoint = platform_endpoint_details.platform_endpoint
+                platform_application.platform_endpoints.pop(
+                    platform_endpoint["Attributes"]["Token"], None
+                )
+
     def list_endpoints_by_platform_application(
         self,
         context: RequestContext,
@@ -651,8 +724,49 @@ def list_endpoints_by_platform_application(
         next_token: String | None = None,
         **kwargs,
     ) -> ListEndpointsByPlatformApplicationResponse:
-        # TODO: stub so cleanup fixture won't fail
-        return ListEndpointsByPlatformApplicationResponse(Endpoints=[])
+        store = self.get_store(context.account_id, context.region)
+        platform_application = store.platform_applications.get(platform_application_arn)
+        if not platform_application:
+            raise NotFoundException("PlatformApplication does not exist")
+        endpoint_arns = platform_application.platform_endpoints.values()
+        paginated_endpoint_arns = PaginatedList(endpoint_arns)
+        page, token = paginated_endpoint_arns.get_page(
+            token_generator=lambda x: get_next_page_token_from_arn(x),
+            page_size=100,
+            next_token=next_token,
+        )
+
+        response = ListEndpointsByPlatformApplicationResponse(
+            Endpoints=[
+                store.platform_endpoints[endpoint_arn].platform_endpoint
+                for endpoint_arn in page
+                if endpoint_arn in store.platform_endpoints
+            ]
+        )
+        if token:
+            response["NextToken"] = token
+        return response
+
+    def get_endpoint_attributes(
+        self, context: RequestContext, endpoint_arn: String, **kwargs
+    ) -> GetEndpointAttributesResponse:
+        store = self.get_store(context.account_id, context.region)
+        platform_endpoint_details = store.platform_endpoints.get(endpoint_arn)
+        if not platform_endpoint_details:
+            raise NotFoundException("Endpoint does not exist")
+        attributes = platform_endpoint_details.platform_endpoint["Attributes"]
+        return GetEndpointAttributesResponse(Attributes=attributes)
+
+    def set_endpoint_attributes(
+        self, context: RequestContext, endpoint_arn: String, attributes: MapStringToString, **kwargs
+    ) -> None:
+        store = self.get_store(context.account_id, context.region)
+        platform_endpoint_details = store.platform_endpoints.get(endpoint_arn)
+        if not platform_endpoint_details:
+            raise NotFoundException("Endpoint does not exist")
+        _validate_endpoint_attributes(attributes)
+        attributes = attributes or {}
+        platform_endpoint_details.platform_endpoint["Attributes"].update(attributes)
 
     #
     # Sms operations
@@ -736,7 +850,7 @@ def _get_platform_application(
         parse_and_validate_platform_application_arn(platform_application_arn)
         try:
             store = SnsProvider.get_store(context.account_id, context.region)
-            return store.platform_applications[platform_application_arn]
+            return store.platform_applications[platform_application_arn].platform_application
         except KeyError:
             raise NotFoundException("PlatformApplication does not exist")
 
@@ -821,6 +935,10 @@ def _validate_platform_application_name(name: str) -> None:
 
 
 def _validate_platform_application_attributes(attributes: dict) -> None:
+    _check_empty_attributes(attributes)
+
+
+def _check_empty_attributes(attributes: dict) -> None:
     if not attributes:
         raise CommonServiceException(
             code="ValidationError",
@@ -829,6 +947,20 @@ def _validate_platform_application_attributes(attributes: dict) -> None:
         )
 
 
+def _validate_endpoint_attributes(attributes: dict, allow_empty: bool = False) -> None:
+    if not allow_empty:
+        _check_empty_attributes(attributes)
+    for key in attributes:
+        if key not in EndpointAttributeNames:
+            raise InvalidParameterException(
+                f"Invalid parameter: Attributes Reason: Invalid attribute name: {key}"
+            )
+    if len(attributes.get(EndpointAttributeNames.CUSTOM_USER_DATA, "")) > 2048:
+        raise InvalidParameterException(
+            "Invalid parameter: Attributes Reason: Invalid value for attribute: CustomUserData: must be at most 2048 bytes long in UTF-8 encoding"
+        )
+
+
 def _validate_sms_attributes(attributes: dict) -> None:
     for k, v in attributes.items():
         if k not in SMS_ATTRIBUTE_NAMES:
diff --git a/localstack-core/localstack/services/sns/v2/utils.py b/localstack-core/localstack/services/sns/v2/utils.py
index 6668a9724452b..1b124863bf0c8 100644
--- a/localstack-core/localstack/services/sns/v2/utils.py
+++ b/localstack-core/localstack/services/sns/v2/utils.py
@@ -103,6 +103,14 @@ def create_subscription_arn(topic_arn: str) -> str:
     return f"{topic_arn}:{uuid4()}"
 
 
+def create_platform_endpoint_arn(
+    platform_application_arn: str,
+) -> str:
+    # This is the format of an Endpoint Arn
+    # arn:aws:sns:us-west-2:1234567890:endpoint/GCM/MyApplication/12345678-abcd-9012-efgh-345678901234
+    return f"{platform_application_arn.replace('app', 'endpoint', 1)}/{uuid4()}"
+
+
 def encode_subscription_token_with_region(region: str) -> str:
     """
     Create a 64 characters Subscription Token with the region encoded
diff --git a/tests/aws/services/sns/test_sns.py b/tests/aws/services/sns/test_sns.py
index 5e72baef48e96..b92c7ac257be5 100644
--- a/tests/aws/services/sns/test_sns.py
+++ b/tests/aws/services/sns/test_sns.py
@@ -5,6 +5,7 @@
 import queue
 import random
 import time
+import uuid
 from io import BytesIO
 from operator import itemgetter
 
@@ -71,9 +72,17 @@ def factory(**kwargs):
     yield factory
 
     for platform_application in platform_applications:
-        endpoints = aws_client.sns.list_endpoints_by_platform_application(
-            PlatformApplicationArn=platform_application
-        )
+        try:
+            endpoints = aws_client.sns.list_endpoints_by_platform_application(
+                PlatformApplicationArn=platform_application
+            )
+        except Exception as e:
+            LOG.debug(
+                "Error cleaning up platform app '%s': %s",
+                platform_application,
+                e,
+            )
+            return
         for endpoint in endpoints["Endpoints"]:
             try:
                 aws_client.sns.delete_endpoint(EndpointArn=endpoint["EndpointArn"])
@@ -90,6 +99,30 @@ def factory(**kwargs):
             LOG.debug("Error cleaning up platform application '%s': %s", platform_application, e)
 
 
+@pytest.fixture
+def sns_create_platform_endpoint(aws_client):
+    platform_endpoints = []
+
+    def factory(platform_application_arn: str, token: str, **kwargs):
+        response = aws_client.sns.create_platform_endpoint(
+            PlatformApplicationArn=platform_application_arn, Token=token, **kwargs
+        )
+        platform_endpoints.append(response["EndpointArn"])
+        return response
+
+    yield factory
+
+    for endpoint in platform_endpoints:
+        try:
+            aws_client.sns.delete_endpoint(EndpointArn=endpoint["EndpointArn"])
+        except Exception as e:
+            LOG.debug(
+                "Error cleaning up platform endpoint '%s': %s",
+                endpoint,
+                e,
+            )
+
+
 class TestSNSTopicCrud:
     @markers.aws.validated
     @markers.snapshot.skip_snapshot_verify(
@@ -1418,6 +1451,8 @@ def test_creating_subscription(self, sns_create_topic, aws_client, snapshot):
         resp = aws_client.sns.subscribe(
             TopicArn=topic_arn, Protocol="http", Endpoint="http://example.com/"
         )
+        # TODO: investigate why it leaves the subscription in `SNS.ListSubscriptions`, we maybe need to clean up
+        #  after deleting topics, not fully in parity as AWS cleans up instantly
         snapshot.match("create-subscription", resp)
 
     # TODO: parametrize for email protocol
@@ -1455,13 +1490,13 @@ def test_getting_subscriptions_by_topic(
         snapshot.match("list-subscriptions-by-topic", resp)
 
     @markers.aws.validated
-    def test_subscription_paging(self, sns_create_topic, aws_client, snapshot):
+    def test_subscription_paging(self, sns_create_topic, aws_client, snapshot, sns_subscription):
         topic_arn = sns_create_topic(Name=f"paging-sub-{short_uid()}")["TopicArn"]
 
         sub_arns = []
         for i in range(120):
             sub_arns.append(
-                aws_client.sns.subscribe(
+                sns_subscription(
                     TopicArn=topic_arn,
                     Protocol="email",
                     Endpoint=f"user{i}@example.com",
@@ -3651,15 +3686,16 @@ def _get_messages(amount: int) -> list[dict]:
         assert messages[0]["Source"] == sender_address
 
 
-class TestSNSPlatformApplicationCrud:
-    @pytest.fixture(scope="class")
-    def platform_credentials(self) -> tuple[str, str]:
-        # these values need to be extracted from a real amazon developer account if tested against AWS
-        # https://developer.amazon.com/settings/console/securityprofile/overview.html
-        client_id = "dummy"
-        client_secret = "dummy"
-        return client_id, client_secret
+@pytest.fixture(scope="class")
+def platform_credentials() -> tuple[str, str]:
+    # these values need to be extracted from a real amazon developer account if tested against AWS
+    # https://developer.amazon.com/settings/console/securityprofile/overview.html
+    client_id = "dummy"
+    client_secret = "dummy"
+    return client_id, client_secret
+
 
+class TestSNSPlatformApplicationCrud:
     @markers.aws.manual_setup_required
     def test_create_platform_application(
         self, aws_client, snapshot, sns_create_platform_application, platform_credentials
@@ -3825,6 +3861,463 @@ def test_set_platform_application_attributes_non_existing_app(
         snapshot.match("non_existing-application-arn", e.value.response)
 
 
+class TestSNSPlatformEndpointCrud:
+    @markers.aws.manual_setup_required
+    def test_create_platform_endpoint(
+        self,
+        sns_create_platform_application,
+        sns_create_platform_endpoint,
+        aws_client,
+        account_id,
+        region_name,
+        platform_credentials,
+        snapshot,
+    ):
+        # if tested against AWS, the fixture needs to contain real credentials
+        app_name = f"platform-application-{short_uid()}"
+        snapshot.add_transformer(RegexTransformer(app_name, "<platform_application>"))
+        principal, credential = platform_credentials
+        attributes = {"PlatformPrincipal": principal, "PlatformCredential": credential}
+        app_arn = sns_create_platform_application(
+            Name=app_name, Platform="ADM", Attributes=attributes
+        )["PlatformApplicationArn"]
+        response = sns_create_platform_endpoint(platform_application_arn=app_arn, token="token_1")
+        snapshot.match("create-platform-endpoint", response)
+
+    @markers.aws.manual_setup_required
+    def test_create_platform_endpoint_idempotency(
+        self,
+        sns_create_platform_application,
+        aws_client,
+        account_id,
+        region_name,
+        platform_credentials,
+        sns_create_platform_endpoint,
+        snapshot,
+    ):
+        # if tested against AWS, the fixture needs to contain real credentials
+        principal, credential = platform_credentials
+        attributes = {"PlatformPrincipal": principal, "PlatformCredential": credential}
+        app_name = f"platform-application-{short_uid()}"
+        snapshot.add_transformer(RegexTransformer(app_name, "<platform_application>"))
+        app_arn = sns_create_platform_application(
+            Name=app_name, Platform="ADM", Attributes=attributes
+        )["PlatformApplicationArn"]
+        response = sns_create_platform_endpoint(platform_application_arn=app_arn, token="token_1")
+        snapshot.match("create-platform-endpoint", response)
+
+        # create again with the same attributes and token
+        response = sns_create_platform_endpoint(platform_application_arn=app_arn, token="token_1")
+        snapshot.match("create-platform-endpoint-idempotent", response)
+
+        # create again with different attributes
+        with pytest.raises(ClientError) as e:
+            sns_create_platform_endpoint(
+                platform_application_arn=app_arn, token="token_1", Attributes={"Enabled": "false"}
+            )
+        snapshot.match("create-platform-endpoint-different-token", e.value.response)
+
+    @markers.aws.validated
+    def test_create_platform_endpoint_non_existent_app(
+        self,
+        sns_create_platform_application,
+        aws_client,
+        account_id,
+        region_name,
+        snapshot,
+    ):
+        platform_application_arn = "arn:aws:sns:%s:%s:app/ADM/non_existent_app"
+        with pytest.raises(ClientError) as e:
+            aws_client.sns.create_platform_endpoint(
+                PlatformApplicationArn=platform_application_arn % (region_name, account_id),
+                Token="token_1",
+            )
+        snapshot.match("create-platform-endpoint", e.value.response)
+
+    @markers.aws.manual_setup_required
+    def test_list_platform_endpoints(
+        self,
+        sns_create_platform_application,
+        aws_client,
+        account_id,
+        region_name,
+        platform_credentials,
+        sns_create_platform_endpoint,
+        snapshot,
+    ):
+        app_name = f"platform-application-{short_uid()}"
+        snapshot.add_transformer(RegexTransformer(app_name, "<platform_application>"))
+        # if tested against AWS, the fixture needs to contain real credentials
+        principal, credential = platform_credentials
+        attributes = {"PlatformPrincipal": principal, "PlatformCredential": credential}
+        app_arn = sns_create_platform_application(
+            Name=app_name, Platform="ADM", Attributes=attributes
+        )["PlatformApplicationArn"]
+        sns_create_platform_endpoint(platform_application_arn=app_arn, token="token_1")
+        response = aws_client.sns.list_endpoints_by_platform_application(
+            PlatformApplicationArn=app_arn
+        )
+
+        snapshot.match("list-endpoints-by-app", response)
+
+    @markers.aws.manual_setup_required
+    def test_delete_platform_endpoint(
+        self,
+        sns_create_platform_application,
+        aws_client,
+        account_id,
+        region_name,
+        platform_credentials,
+        sns_create_platform_endpoint,
+        snapshot,
+    ):
+        app_name = f"platform-application-{short_uid()}"
+        snapshot.add_transformer(RegexTransformer(app_name, "<platform_application>"))
+        # if tested against AWS, the fixture needs to contain real credentials
+        principal, credential = platform_credentials
+        attributes = {"PlatformPrincipal": principal, "PlatformCredential": credential}
+        app_arn = sns_create_platform_application(
+            Name=app_name, Platform="ADM", Attributes=attributes
+        )["PlatformApplicationArn"]
+        endpoint_arn = sns_create_platform_endpoint(
+            platform_application_arn=app_arn, token="token_1"
+        )["EndpointArn"]
+        response = aws_client.sns.list_endpoints_by_platform_application(
+            PlatformApplicationArn=app_arn
+        )
+        snapshot.match("list-endpoints-by-app-pre-delete", response)
+
+        response = aws_client.sns.delete_endpoint(EndpointArn=endpoint_arn)
+        snapshot.match("delete-endpoint", response)
+        if is_aws_cloud():
+            time.sleep(10)
+        response = aws_client.sns.list_endpoints_by_platform_application(
+            PlatformApplicationArn=app_arn
+        )
+        snapshot.match("list-endpoints-by-app-post-delete", response)
+
+    @markers.snapshot.skip_snapshot_verify(
+        paths=[
+            "$..NextToken"
+        ],  # FIXME: investigate why AWS is not deterministic here, NextToken is sometimes present, sometimes not
+    )
+    @markers.aws.manual_setup_required
+    def test_delete_platform_endpoint_with_subscription(
+        self,
+        sns_create_platform_application,
+        sns_create_topic,
+        sns_subscription,
+        aws_client,
+        account_id,
+        region_name,
+        platform_credentials,
+        sns_create_platform_endpoint,
+        snapshot,
+    ):
+        # from the docs https://docs.aws.amazon.com/cli/latest/reference/sns/delete-endpoint.html
+        # "When you delete an endpoint that is also subscribed to a topic, then
+        # you must also unsubscribe the endpoint from the topic."
+        # This test validates this particular case
+
+        app_name = f"platform-application-{short_uid()}"
+        snapshot.add_transformer(RegexTransformer(app_name, "<platform_application>"))
+        snapshot.add_transformer(snapshot.transform.key_value("NextToken"))
+        # if tested against AWS, the fixture needs to contain real credentials
+        principal, credential = platform_credentials
+        attributes = {"PlatformPrincipal": principal, "PlatformCredential": credential}
+        app_arn = sns_create_platform_application(
+            Name=app_name, Platform="ADM", Attributes=attributes
+        )["PlatformApplicationArn"]
+        endpoint_arn = sns_create_platform_endpoint(
+            platform_application_arn=app_arn, token="token_1"
+        )["EndpointArn"]
+        topic_arn = sns_create_topic()["TopicArn"]
+        sns_subscription(TopicArn=topic_arn, Protocol="application", Endpoint=endpoint_arn)
+
+        # time to let the changes propagate
+        if is_aws_cloud():
+            time.sleep(20)
+
+        # we list subscriptions by topic, as some tests are not cleaning up properly
+        response = aws_client.sns.list_subscriptions_by_topic(TopicArn=topic_arn)
+        snapshot.match("list-subscriptions-pre-delete", response)
+
+        response = aws_client.sns.delete_endpoint(EndpointArn=endpoint_arn)
+        snapshot.match("delete-endpoint", response)
+
+        # time to let the changes propagate
+        if is_aws_cloud():
+            time.sleep(20)
+
+        response = aws_client.sns.list_subscriptions_by_topic(TopicArn=topic_arn)
+        snapshot.match("list-subscriptions-post-delete", response)
+
+    @markers.aws.manual_setup_required
+    def test_delete_endpoints_of_deleted_app(
+        self,
+        sns_create_platform_application,
+        sns_create_topic,
+        sns_subscription,
+        aws_client,
+        account_id,
+        region_name,
+        platform_credentials,
+        sns_create_platform_endpoint,
+        snapshot,
+    ):
+        app_name = f"platform-application-{short_uid()}"
+        snapshot.add_transformer(RegexTransformer(app_name, "<platform_application>"))
+        # if tested against AWS, the fixture needs to contain real credentials
+        principal, credential = platform_credentials
+        attributes = {"PlatformPrincipal": principal, "PlatformCredential": credential}
+        app_arn = sns_create_platform_application(
+            Name=app_name, Platform="ADM", Attributes=attributes
+        )["PlatformApplicationArn"]
+        endpoint_arn = sns_create_platform_endpoint(
+            platform_application_arn=app_arn, token="token_1"
+        )["EndpointArn"]
+
+        response = aws_client.sns.delete_platform_application(PlatformApplicationArn=app_arn)
+        snapshot.match("delete-application", response)
+        if is_aws_cloud():
+            time.sleep(10)
+        with pytest.raises(ClientError) as e:
+            aws_client.sns.list_endpoints_by_platform_application(PlatformApplicationArn=app_arn)
+        snapshot.match("list-endpoints-after-app-delete", e.value.response)
+
+        aws_client.sns.delete_endpoint(EndpointArn=endpoint_arn)
+
+    @markers.aws.manual_setup_required
+    def test_get_platform_endpoint_attributes(
+        self,
+        aws_client,
+        snapshot,
+        platform_credentials,
+        sns_create_platform_endpoint,
+        sns_create_platform_application,
+    ):
+        app_name = f"platform-application-{short_uid()}"
+        snapshot.add_transformer(RegexTransformer(app_name, "<platform_application>"))
+        # if tested against AWS, the fixture needs to contain real credentials
+        principal, credential = platform_credentials
+        attributes = {"PlatformPrincipal": principal, "PlatformCredential": credential}
+        app_arn = sns_create_platform_application(
+            Name=app_name, Platform="ADM", Attributes=attributes
+        )["PlatformApplicationArn"]
+        endpoint_arn = sns_create_platform_endpoint(
+            platform_application_arn=app_arn, token="token_1"
+        )["EndpointArn"]
+
+        response = aws_client.sns.get_endpoint_attributes(EndpointArn=endpoint_arn)
+        snapshot.match("get-platform-endpoint-attributes", response)
+
+    @markers.aws.manual_setup_required
+    def test_set_platform_endpoint_attributes(
+        self,
+        snapshot,
+        platform_credentials,
+        sns_create_platform_endpoint,
+        sns_create_platform_application,
+        aws_client,
+    ):
+        app_name = f"platform-application-{short_uid()}"
+        snapshot.add_transformer(RegexTransformer(app_name, "<platform_application>"))
+        # if tested against AWS, the fixture needs to contain real credentials
+        principal, credential = platform_credentials
+        attributes = {"PlatformPrincipal": principal, "PlatformCredential": credential}
+        app_arn = sns_create_platform_application(
+            Name=app_name, Platform="ADM", Attributes=attributes
+        )["PlatformApplicationArn"]
+        endpoint_arn = sns_create_platform_endpoint(
+            platform_application_arn=app_arn, token="token_1"
+        )["EndpointArn"]
+
+        new_attributes = {"Enabled": "false"}
+        response = aws_client.sns.set_endpoint_attributes(
+            EndpointArn=endpoint_arn, Attributes=new_attributes
+        )
+        snapshot.match("set-platform-endpoint-attributes", response)
+
+        response = aws_client.sns.get_endpoint_attributes(EndpointArn=endpoint_arn)
+        snapshot.match("get-platform-endpoint-attributes", response)
+
+    @markers.aws.validated
+    def test_get_platform_endpoint_attributes_non_existent_endpoint(
+        self,
+        snapshot,
+        platform_credentials,
+        sns_create_platform_endpoint,
+        sns_create_platform_application,
+        aws_client,
+        account_id,
+        region_name,
+    ):
+        endpoint_arn = f"arn:aws:sns:{region_name}:{account_id}:endpoint/ADM/fakeapp/{uuid.uuid4()}"
+        with pytest.raises(ClientError) as e:
+            aws_client.sns.get_endpoint_attributes(EndpointArn=endpoint_arn)
+        snapshot.match("set-platform-endpoint-attributes-non-existent-app", e.value.response)
+
+    @markers.aws.validated
+    def test_set_platform_endpoint_attributes_non_existent_endpoint(
+        self,
+        snapshot,
+        platform_credentials,
+        sns_create_platform_endpoint,
+        sns_create_platform_application,
+        aws_client,
+        account_id,
+        region_name,
+    ):
+        endpoint_arn = f"arn:aws:sns:{region_name}:{account_id}:endpoint/ADM/fakeapp/{uuid.uuid4()}"
+        attributes = {"Enabled": "false"}
+        with pytest.raises(ClientError) as e:
+            aws_client.sns.set_endpoint_attributes(EndpointArn=endpoint_arn, Attributes=attributes)
+        snapshot.match("set-platform-endpoint-attributes-non-existent-app", e.value.response)
+
+    @pytest.mark.skipif(condition=is_sns_v1_provider(), reason="Parity gap with old provider")
+    @pytest.mark.parametrize(
+        "attributes",
+        [
+            {},
+            {"PlatformPrincipal": "Principal"},
+            {"PlatformCredential": "Credential"},
+            {"InvalidKey": "Value"},
+            {"CustomUserData": "A" * 2050},
+        ],
+        ids=[
+            "Empty",
+            "Invalid_Name_Principal",
+            "Invalid_Name_Credential",
+            "Invalid_Name_Generic",
+            "Data_Too_Long",
+        ],
+    )
+    @markers.aws.manual_setup_required
+    def test_set_platform_endpoint_attributes_invalid_attributes(
+        self,
+        snapshot,
+        platform_credentials,
+        sns_create_platform_endpoint,
+        sns_create_platform_application,
+        aws_client,
+        attributes,
+    ):
+        app_name = f"platform-application-{short_uid()}"
+        snapshot.add_transformer(RegexTransformer(app_name, "<platform_application>"))
+        # if tested against AWS, the fixture needs to contain real credentials
+        principal, credential = platform_credentials
+        initial_attributes = {"PlatformPrincipal": principal, "PlatformCredential": credential}
+        app_arn = sns_create_platform_application(
+            Name=app_name, Platform="ADM", Attributes=initial_attributes
+        )["PlatformApplicationArn"]
+        endpoint_arn = sns_create_platform_endpoint(
+            platform_application_arn=app_arn, token="token_1"
+        )["EndpointArn"]
+
+        with pytest.raises(ClientError) as e:
+            aws_client.sns.set_endpoint_attributes(EndpointArn=endpoint_arn, Attributes=attributes)
+        snapshot.match("set-platform-endpoint-invalid-attributes", e.value.response)
+
+    @pytest.mark.skipif(condition=is_sns_v1_provider(), reason="Parity gap with old provider")
+    @pytest.mark.parametrize(
+        "attributes",
+        [
+            {"PlatformPrincipal": "Principal"},
+            {"PlatformCredential": "Credential"},
+            {"InvalidKey": "Value"},
+            {"CustomUserData": "A" * 2050},
+        ],
+        ids=[
+            "Invalid_Name_Principal",
+            "Invalid_Name_Credential",
+            "Invalid_Name_Generic",
+            "Data_Too_Long",
+        ],
+    )
+    @markers.aws.manual_setup_required
+    def test_create_platform_endpoint_with_invalid_attributes(
+        self,
+        snapshot,
+        platform_credentials,
+        sns_create_platform_endpoint,
+        sns_create_platform_application,
+        aws_client,
+        attributes,
+    ):
+        app_name = f"platform-application-{short_uid()}"
+        snapshot.add_transformer(RegexTransformer(app_name, "<platform_application>"))
+        # if tested against AWS, the fixture needs to contain real credentials
+        principal, credential = platform_credentials
+        platform_attributes = {"PlatformPrincipal": principal, "PlatformCredential": credential}
+        app_arn = sns_create_platform_application(
+            Name=app_name, Platform="ADM", Attributes=platform_attributes
+        )["PlatformApplicationArn"]
+        with pytest.raises(ClientError) as e:
+            sns_create_platform_endpoint(
+                platform_application_arn=app_arn, token="token_1", Attributes=attributes
+            )
+        snapshot.match("create-platform-endpoint-invalid-attr", e.value.response)
+
+    @pytest.mark.skipif(condition=is_sns_v1_provider(), reason="Parity gap with old provider")
+    @markers.aws.manual_setup_required
+    def test_create_platform_endpoint_custom_data(
+        self,
+        snapshot,
+        platform_credentials,
+        sns_create_platform_endpoint,
+        sns_create_platform_application,
+        aws_client,
+    ):
+        app_name = f"platform-application-{short_uid()}"
+        snapshot.add_transformer(RegexTransformer(app_name, "<platform_application>"))
+        # if tested against AWS, the fixture needs to contain real credentials
+        principal, credential = platform_credentials
+        platform_attributes = {"PlatformPrincipal": principal, "PlatformCredential": credential}
+        app_arn = sns_create_platform_application(
+            Name=app_name, Platform="ADM", Attributes=platform_attributes
+        )["PlatformApplicationArn"]
+
+        custom_user_data = "bar"
+        endpoint_arn = sns_create_platform_endpoint(
+            platform_application_arn=app_arn, token="token_1", CustomUserData=custom_user_data
+        )["EndpointArn"]
+
+        response = aws_client.sns.get_endpoint_attributes(EndpointArn=endpoint_arn)
+        snapshot.match("create-endpoint-double-custom-data", response)
+
+    @markers.aws.manual_setup_required
+    def test_create_platform_endpoint_double_custom_data(
+        self,
+        snapshot,
+        platform_credentials,
+        sns_create_platform_endpoint,
+        sns_create_platform_application,
+        aws_client,
+    ):
+        # For some reason, CustomUserData can be specified both as parameter directly and inside attributes.
+
+        app_name = f"platform-application-{short_uid()}"
+        snapshot.add_transformer(RegexTransformer(app_name, "<platform_application>"))
+        # if tested against AWS, the fixture needs to contain real credentials
+        principal, credential = platform_credentials
+        platform_attributes = {"PlatformPrincipal": principal, "PlatformCredential": credential}
+        app_arn = sns_create_platform_application(
+            Name=app_name, Platform="ADM", Attributes=platform_attributes
+        )["PlatformApplicationArn"]
+
+        attributes = {"CustomUserData": "foo"}
+        custom_user_data = "bar"
+        endpoint_arn = sns_create_platform_endpoint(
+            platform_application_arn=app_arn,
+            token="token_1",
+            Attributes=attributes,
+            CustomUserData=custom_user_data,
+        )["EndpointArn"]
+
+        response = aws_client.sns.get_endpoint_attributes(EndpointArn=endpoint_arn)
+        snapshot.match("create-endpoint-double-custom-data", response)
+
+
 class TestSNSPlatformEndpoint:
     @markers.requires_in_process
     @markers.aws.only_localstack
diff --git a/tests/aws/services/sns/test_sns.snapshot.json b/tests/aws/services/sns/test_sns.snapshot.json
index 8e20dae06ba71..c1c285ff06a15 100644
--- a/tests/aws/services/sns/test_sns.snapshot.json
+++ b/tests/aws/services/sns/test_sns.snapshot.json
@@ -6347,5 +6347,445 @@
         }
       }
     }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformEndpointCrud::test_create_platform_endpoint": {
+    "recorded-date": "31-10-2025, 21:26:47",
+    "recorded-content": {
+      "create-platform-endpoint": {
+        "EndpointArn": "arn:<partition>:sns:<region>:111111111111:endpoint/ADM/<platform_application>/<resource:1>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformEndpointCrud::test_create_platform_endpoint_idempotency": {
+    "recorded-date": "31-10-2025, 21:26:49",
+    "recorded-content": {
+      "create-platform-endpoint": {
+        "EndpointArn": "arn:<partition>:sns:<region>:111111111111:endpoint/ADM/<platform_application>/<resource:1>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "create-platform-endpoint-idempotent": {
+        "EndpointArn": "arn:<partition>:sns:<region>:111111111111:endpoint/ADM/<platform_application>/<resource:1>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "create-platform-endpoint-different-token": {
+        "Error": {
+          "Code": "InvalidParameter",
+          "Message": "Invalid parameter: Token Reason: Endpoint arn:<partition>:sns:<region>:111111111111:endpoint/ADM/<platform_application>/<resource:1> already exists with the same Token, but different attributes.",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformEndpointCrud::test_create_platform_endpoint_non_existent_app": {
+    "recorded-date": "31-10-2025, 21:26:50",
+    "recorded-content": {
+      "create-platform-endpoint": {
+        "Error": {
+          "Code": "NotFound",
+          "Message": "PlatformApplication does not exist",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 404
+        }
+      }
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformEndpointCrud::test_list_platform_endpoints": {
+    "recorded-date": "31-10-2025, 21:26:51",
+    "recorded-content": {
+      "list-endpoints-by-app": {
+        "Endpoints": [
+          {
+            "Attributes": {
+              "Enabled": "true",
+              "Token": "token_1"
+            },
+            "EndpointArn": "arn:<partition>:sns:<region>:111111111111:endpoint/ADM/<platform_application>/<resource:1>"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformEndpointCrud::test_delete_platform_endpoint": {
+    "recorded-date": "31-10-2025, 21:27:05",
+    "recorded-content": {
+      "list-endpoints-by-app-pre-delete": {
+        "Endpoints": [
+          {
+            "Attributes": {
+              "Enabled": "true",
+              "Token": "token_1"
+            },
+            "EndpointArn": "arn:<partition>:sns:<region>:111111111111:endpoint/ADM/<platform_application>/<resource:1>"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "delete-endpoint": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "list-endpoints-by-app-post-delete": {
+        "Endpoints": [],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformEndpointCrud::test_delete_platform_endpoint_with_subscription": {
+    "recorded-date": "04-11-2025, 19:18:31",
+    "recorded-content": {
+      "list-subscriptions-pre-delete": {
+        "NextToken": "<next-token:1>",
+        "Subscriptions": [
+          {
+            "Endpoint": "arn:<partition>:sns:<region>:111111111111:endpoint/ADM/<platform_application>/<resource:1>",
+            "Owner": "111111111111",
+            "Protocol": "application",
+            "SubscriptionArn": "arn:<partition>:sns:<region>:111111111111:<resource:3>:<resource:2>",
+            "TopicArn": "arn:<partition>:sns:<region>:111111111111:<resource:3>"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "delete-endpoint": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "list-subscriptions-post-delete": {
+        "NextToken": "<next-token:2>",
+        "Subscriptions": [
+          {
+            "Endpoint": "arn:<partition>:sns:<region>:111111111111:endpoint/ADM/<platform_application>/<resource:1>",
+            "Owner": "111111111111",
+            "Protocol": "application",
+            "SubscriptionArn": "arn:<partition>:sns:<region>:111111111111:<resource:3>:<resource:2>",
+            "TopicArn": "arn:<partition>:sns:<region>:111111111111:<resource:3>"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformEndpointCrud::test_delete_endpoints_of_deleted_app": {
+    "recorded-date": "31-10-2025, 21:28:02",
+    "recorded-content": {
+      "delete-application": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "list-endpoints-after-app-delete": {
+        "Error": {
+          "Code": "NotFound",
+          "Message": "PlatformApplication does not exist",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 404
+        }
+      }
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformEndpointCrud::test_get_platform_endpoint_attributes": {
+    "recorded-date": "31-10-2025, 21:28:04",
+    "recorded-content": {
+      "get-platform-endpoint-attributes": {
+        "Attributes": {
+          "Enabled": "true",
+          "Token": "token_1"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformEndpointCrud::test_set_platform_endpoint_attributes": {
+    "recorded-date": "31-10-2025, 21:28:06",
+    "recorded-content": {
+      "set-platform-endpoint-attributes": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "get-platform-endpoint-attributes": {
+        "Attributes": {
+          "Enabled": "false",
+          "Token": "token_1"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformEndpointCrud::test_set_platform_endpoint_attributes_invalid_arn": {
+    "recorded-date": "31-10-2025, 20:20:11",
+    "recorded-content": {
+      "set-platform-endpoint-attributes-non-existent-app": {
+        "Error": {
+          "Code": "InvalidParameter",
+          "Message": "Invalid parameter: EndpointArn Reason: Wrong number of slashes in relative portion of the ARN.",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformEndpointCrud::test_set_platform_endpoint_attributes_non_existent_endpoint": {
+    "recorded-date": "31-10-2025, 21:28:06",
+    "recorded-content": {
+      "set-platform-endpoint-attributes-non-existent-app": {
+        "Error": {
+          "Code": "NotFound",
+          "Message": "Endpoint does not exist",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 404
+        }
+      }
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformEndpointCrud::test_set_platform_endpoint_attributes_invalid_attributes[Invalid_Name_Principal]": {
+    "recorded-date": "31-10-2025, 21:31:04",
+    "recorded-content": {
+      "set-platform-endpoint-invalid-attributes": {
+        "Error": {
+          "Code": "InvalidParameter",
+          "Message": "Invalid parameter: Attributes Reason: Invalid attribute name: PlatformPrincipal",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformEndpointCrud::test_set_platform_endpoint_attributes_invalid_attributes[Invalid_Name_Credential]": {
+    "recorded-date": "31-10-2025, 21:31:06",
+    "recorded-content": {
+      "set-platform-endpoint-invalid-attributes": {
+        "Error": {
+          "Code": "InvalidParameter",
+          "Message": "Invalid parameter: Attributes Reason: Invalid attribute name: PlatformCredential",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformEndpointCrud::test_set_platform_endpoint_attributes_invalid_attributes[Invalid_Name_Generic]": {
+    "recorded-date": "31-10-2025, 21:31:07",
+    "recorded-content": {
+      "set-platform-endpoint-invalid-attributes": {
+        "Error": {
+          "Code": "InvalidParameter",
+          "Message": "Invalid parameter: Attributes Reason: Invalid attribute name: InvalidKey",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformEndpointCrud::test_set_platform_endpoint_attributes_invalid_attributes[Data_Too_Long]": {
+    "recorded-date": "31-10-2025, 21:31:10",
+    "recorded-content": {
+      "set-platform-endpoint-invalid-attributes": {
+        "Error": {
+          "Code": "InvalidParameter",
+          "Message": "Invalid parameter: Attributes Reason: Invalid value for attribute: CustomUserData: must be at most 2048 bytes long in UTF-8 encoding",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformEndpointCrud::test_get_platform_endpoint_attributes_non_existent_endpoint": {
+    "recorded-date": "31-10-2025, 21:28:06",
+    "recorded-content": {
+      "set-platform-endpoint-attributes-non-existent-app": {
+        "Error": {
+          "Code": "NotFound",
+          "Message": "Endpoint does not exist",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 404
+        }
+      }
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformEndpointCrud::test_set_platform_endpoint_attributes_invalid_attributes[Empty]": {
+    "recorded-date": "31-10-2025, 21:31:03",
+    "recorded-content": {
+      "set-platform-endpoint-invalid-attributes": {
+        "Error": {
+          "Code": "ValidationError",
+          "Message": "1 validation error detected: Value null at 'attributes' failed to satisfy constraint: Member must not be null",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformEndpointCrud::test_create_platform_endpoint_with_invalid_attributes[Empty]": {
+    "recorded-date": "31-10-2025, 21:25:17",
+    "recorded-content": {}
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformEndpointCrud::test_create_platform_endpoint_with_invalid_attributes[Invalid_Name_Principal]": {
+    "recorded-date": "31-10-2025, 21:28:15",
+    "recorded-content": {
+      "create-platform-endpoint-invalid-attr": {
+        "Error": {
+          "Code": "InvalidParameter",
+          "Message": "Invalid parameter: Attributes Reason: Invalid attribute name: PlatformPrincipal",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformEndpointCrud::test_create_platform_endpoint_with_invalid_attributes[Invalid_Name_Credential]": {
+    "recorded-date": "31-10-2025, 21:28:16",
+    "recorded-content": {
+      "create-platform-endpoint-invalid-attr": {
+        "Error": {
+          "Code": "InvalidParameter",
+          "Message": "Invalid parameter: Attributes Reason: Invalid attribute name: PlatformCredential",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformEndpointCrud::test_create_platform_endpoint_with_invalid_attributes[Invalid_Name_Generic]": {
+    "recorded-date": "31-10-2025, 21:28:17",
+    "recorded-content": {
+      "create-platform-endpoint-invalid-attr": {
+        "Error": {
+          "Code": "InvalidParameter",
+          "Message": "Invalid parameter: Attributes Reason: Invalid attribute name: InvalidKey",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformEndpointCrud::test_create_platform_endpoint_with_invalid_attributes[Data_Too_Long]": {
+    "recorded-date": "31-10-2025, 21:28:18",
+    "recorded-content": {
+      "create-platform-endpoint-invalid-attr": {
+        "Error": {
+          "Code": "InvalidParameter",
+          "Message": "Invalid parameter: Attributes Reason: Invalid value for attribute: CustomUserData: must be at most 2048 bytes long in UTF-8 encoding",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformEndpointCrud::test_create_platform_endpoint_double_custom_data": {
+    "recorded-date": "31-10-2025, 21:41:35",
+    "recorded-content": {
+      "create-endpoint-double-custom-data": {
+        "Attributes": {
+          "CustomUserData": "foo",
+          "Enabled": "true",
+          "Token": "token_1"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformEndpointCrud::test_create_platform_endpoint_custom_data": {
+    "recorded-date": "31-10-2025, 21:45:15",
+    "recorded-content": {
+      "create-endpoint-double-custom-data": {
+        "Attributes": {
+          "CustomUserData": "bar",
+          "Enabled": "true",
+          "Token": "token_1"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/sns/test_sns.validation.json b/tests/aws/services/sns/test_sns.validation.json
index 1e3fe084bc6e3..f4548fc936d77 100644
--- a/tests/aws/services/sns/test_sns.validation.json
+++ b/tests/aws/services/sns/test_sns.validation.json
@@ -212,6 +212,321 @@
       "total": 0.3
     }
   },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformEndpointCrud::test_create_platform_endpoint": {
+    "last_validated_date": "2025-10-31T21:26:47+00:00",
+    "durations_in_seconds": {
+      "setup": 0.9,
+      "call": 1.63,
+      "teardown": 0.93,
+      "total": 3.46
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformEndpointCrud::test_create_platform_endpoint_custom_data": {
+    "last_validated_date": "2025-10-31T21:45:15+00:00",
+    "durations_in_seconds": {
+      "setup": 1.1,
+      "call": 1.44,
+      "teardown": 0.61,
+      "total": 3.15
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformEndpointCrud::test_create_platform_endpoint_double_custom_data": {
+    "last_validated_date": "2025-10-31T21:41:35+00:00",
+    "durations_in_seconds": {
+      "setup": 1.26,
+      "call": 1.82,
+      "teardown": 0.62,
+      "total": 3.7
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformEndpointCrud::test_create_platform_endpoint_idempotency": {
+    "last_validated_date": "2025-10-31T21:26:49+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 1.19,
+      "teardown": 0.92,
+      "total": 2.12
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformEndpointCrud::test_create_platform_endpoint_non_existent_app": {
+    "last_validated_date": "2025-10-31T21:26:50+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.3,
+      "teardown": 0.01,
+      "total": 0.31
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformEndpointCrud::test_create_platform_endpoint_with_invalid_attributes[Data_Too_Long]": {
+    "last_validated_date": "2025-10-31T21:28:18+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.6,
+      "teardown": 0.62,
+      "total": 1.22
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformEndpointCrud::test_create_platform_endpoint_with_invalid_attributes[Invalid_Name_Credential]": {
+    "last_validated_date": "2025-10-31T21:28:16+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.61,
+      "teardown": 0.47,
+      "total": 1.08
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformEndpointCrud::test_create_platform_endpoint_with_invalid_attributes[Invalid_Name_Generic]": {
+    "last_validated_date": "2025-10-31T21:28:17+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.3,
+      "teardown": 0.57,
+      "total": 0.87
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformEndpointCrud::test_create_platform_endpoint_with_invalid_attributes[Invalid_Name_Principal]": {
+    "last_validated_date": "2025-10-31T21:28:15+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.36,
+      "teardown": 0.56,
+      "total": 0.92
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformEndpointCrud::test_delete_endpoints_of_deleted_app": {
+    "last_validated_date": "2025-10-31T21:28:02+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.49,
+      "teardown": 0.14,
+      "total": 12.63
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformEndpointCrud::test_delete_platform_endpoint": {
+    "last_validated_date": "2025-10-31T21:27:05+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.61,
+      "teardown": 0.6,
+      "total": 13.21
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformEndpointCrud::test_delete_platform_endpoint_with_subscription": {
+    "last_validated_date": "2025-11-04T19:18:31+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 44.2,
+      "teardown": 1.07,
+      "total": 45.28
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformEndpointCrud::test_get_platform_endpoint_attributes": {
+    "last_validated_date": "2025-10-31T21:28:04+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 0.86,
+      "teardown": 0.92,
+      "total": 1.79
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformEndpointCrud::test_get_platform_endpoint_attributes_non_existent_endpoint": {
+    "last_validated_date": "2025-10-31T21:28:06+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.14,
+      "teardown": 0.0,
+      "total": 0.14
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformEndpointCrud::test_list_platform_endpoint": {
+    "last_validated_date": "2025-10-31T18:07:43+00:00",
+    "durations_in_seconds": {
+      "setup": 1.01,
+      "call": 1.9,
+      "teardown": 0.89,
+      "total": 3.8
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformEndpointCrud::test_list_platform_endpoints": {
+    "last_validated_date": "2025-10-31T21:26:51+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 0.89,
+      "teardown": 0.92,
+      "total": 1.82
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformEndpointCrud::test_set_platform_endpoint_attributes": {
+    "last_validated_date": "2025-10-31T21:28:06+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 1.02,
+      "teardown": 0.92,
+      "total": 1.94
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformEndpointCrud::test_set_platform_endpoint_attributes_invalid_arn": {
+    "last_validated_date": "2025-10-31T20:20:11+00:00",
+    "durations_in_seconds": {
+      "setup": 1.05,
+      "call": 0.9,
+      "teardown": 0.01,
+      "total": 1.96
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformEndpointCrud::test_set_platform_endpoint_attributes_invalid_attributes[Data_Too_Long]": {
+    "last_validated_date": "2025-10-31T21:31:10+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.91,
+      "teardown": 1.33,
+      "total": 2.24
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformEndpointCrud::test_set_platform_endpoint_attributes_invalid_attributes[Empty]": {
+    "last_validated_date": "2025-10-31T21:31:03+00:00",
+    "durations_in_seconds": {
+      "setup": 1.41,
+      "call": 1.81,
+      "teardown": 0.92,
+      "total": 4.14
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformEndpointCrud::test_set_platform_endpoint_attributes_invalid_attributes[Invalid_Name_Credential]": {
+    "last_validated_date": "2025-10-31T21:31:06+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.86,
+      "teardown": 0.6,
+      "total": 1.46
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformEndpointCrud::test_set_platform_endpoint_attributes_invalid_attributes[Invalid_Name_Generic]": {
+    "last_validated_date": "2025-10-31T21:31:07+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.62,
+      "teardown": 0.93,
+      "total": 1.55
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformEndpointCrud::test_set_platform_endpoint_attributes_invalid_attributes[Invalid_Name_Principal]": {
+    "last_validated_date": "2025-10-31T21:31:04+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.92,
+      "teardown": 0.78,
+      "total": 1.7
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformEndpointCrud::test_set_platform_endpoint_attributes_invalid_attributes[attributes0]": {
+    "last_validated_date": "2025-10-31T20:48:00+00:00",
+    "durations_in_seconds": {
+      "setup": 1.11,
+      "call": 1.64,
+      "teardown": 0.9,
+      "total": 3.65
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformEndpointCrud::test_set_platform_endpoint_attributes_invalid_attributes[attributes1]": {
+    "last_validated_date": "2025-10-31T20:48:01+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.9,
+      "teardown": 0.79,
+      "total": 1.69
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformEndpointCrud::test_set_platform_endpoint_attributes_invalid_attributes[attributes2]": {
+    "last_validated_date": "2025-10-31T20:48:03+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.74,
+      "teardown": 0.84,
+      "total": 1.58
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformEndpointCrud::test_set_platform_endpoint_attributes_invalid_attributes[attributes3]": {
+    "last_validated_date": "2025-10-31T20:48:04+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.9,
+      "teardown": 0.63,
+      "total": 1.53
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformEndpointCrud::test_set_platform_endpoint_attributes_invalid_attributes[attributes4]": {
+    "last_validated_date": "2025-10-31T20:48:06+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.9,
+      "teardown": 0.7,
+      "total": 1.6
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformEndpointCrud::test_set_platform_endpoint_attributes_non_existent_app": {
+    "last_validated_date": "2025-10-31T20:29:24+00:00",
+    "durations_in_seconds": {
+      "setup": 0.8,
+      "call": 0.93,
+      "teardown": 0.01,
+      "total": 1.74
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformEndpointCrud::test_set_platform_endpoint_attributes_non_existent_endpoint": {
+    "last_validated_date": "2025-10-31T21:28:06+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.26,
+      "teardown": 0.0,
+      "total": 0.26
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformEndpointCrud::test_subscribe_platform_endpoint": {
+    "last_validated_date": "2025-10-31T17:43:57+00:00",
+    "durations_in_seconds": {
+      "setup": 0.82,
+      "call": 1.43,
+      "teardown": 0.92,
+      "total": 3.17
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformEndpointCrud::test_subscribe_platform_endpoint_idempotency": {
+    "last_validated_date": "2025-10-31T16:53:41+00:00",
+    "durations_in_seconds": {
+      "setup": 1.05,
+      "call": 2.22,
+      "teardown": 0.92,
+      "total": 4.19
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformEndpointCrud::test_subscribe_platform_endpoint_non_existent_app": {
+    "last_validated_date": "2025-10-31T17:44:08+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 1.24,
+      "teardown": 0.0,
+      "total": 1.24
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformEndpointCrud::test_subscribe_platform_endpoint_wrong_application_arn[invalid_appname_arn]": {
+    "last_validated_date": "2025-10-31T17:29:23+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.29,
+      "teardown": 0.0,
+      "total": 0.29
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformEndpointCrud::test_subscribe_platform_endpoint_wrong_application_arn[invalid_format_arn]": {
+    "last_validated_date": "2025-10-31T17:29:22+00:00",
+    "durations_in_seconds": {
+      "setup": 1.14,
+      "call": 0.73,
+      "teardown": 0.01,
+      "total": 1.88
+    }
+  },
   "tests/aws/services/sns/test_sns.py::TestSNSPublishCrud::test_empty_sns_message": {
     "last_validated_date": "2023-08-24T20:31:48+00:00"
   },

From 2c829b6fcffb644a125b47fdae56e3bf29e13ea7 Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Mon, 10 Nov 2025 09:15:05 +0100
Subject: [PATCH 360/697] Update ASF APIs (#13359)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
---
 .../localstack/aws/api/acm/__init__.py        |   244 +-
 .../localstack/aws/api/apigateway/__init__.py |  1119 +-
 .../aws/api/cloudcontrol/__init__.py          |   126 +-
 .../aws/api/cloudformation/__init__.py        |  1936 +-
 .../localstack/aws/api/cloudwatch/__init__.py |   750 +-
 .../localstack/aws/api/config/__init__.py     |  1570 +-
 .../localstack/aws/api/dynamodb/__init__.py   |  1512 +-
 .../aws/api/dynamodbstreams/__init__.py       |   148 +-
 .../localstack/aws/api/ec2/__init__.py        | 17675 ++++++++--------
 .../localstack/aws/api/es/__init__.py         |   906 +-
 .../localstack/aws/api/events/__init__.py     |  1104 +-
 .../localstack/aws/api/firehose/__init__.py   |  1084 +-
 .../localstack/aws/api/iam/__init__.py        |  1144 +-
 .../localstack/aws/api/kinesis/__init__.py    |   382 +-
 .../localstack/aws/api/kms/__init__.py        |   676 +-
 .../localstack/aws/api/lambda_/__init__.py    |  1147 +-
 .../localstack/aws/api/logs/__init__.py       |  1351 +-
 .../localstack/aws/api/opensearch/__init__.py |  1599 +-
 .../localstack/aws/api/pipes/__init__.py      |   672 +-
 .../localstack/aws/api/redshift/__init__.py   |  2332 +-
 .../aws/api/resource_groups/__init__.py       |   350 +-
 .../api/resourcegroupstaggingapi/__init__.py  |   134 +-
 .../localstack/aws/api/route53/__init__.py    |   508 +-
 .../aws/api/route53resolver/__init__.py       |   792 +-
 .../localstack/aws/api/s3/__init__.py         |  2699 +--
 .../localstack/aws/api/s3control/__init__.py  |  1188 +-
 .../localstack/aws/api/scheduler/__init__.py  |   236 +-
 .../aws/api/secretsmanager/__init__.py        |   386 +-
 .../localstack/aws/api/ses/__init__.py        |   454 +-
 .../localstack/aws/api/sns/__init__.py        |   230 +-
 .../localstack/aws/api/sqs/__init__.py        |   200 +-
 .../localstack/aws/api/ssm/__init__.py        |  3948 ++--
 .../aws/api/stepfunctions/__init__.py         |   646 +-
 .../localstack/aws/api/sts/__init__.py        |   132 +-
 .../localstack/aws/api/support/__init__.py    |   224 +-
 .../localstack/aws/api/swf/__init__.py        |   764 +-
 .../localstack/aws/api/transcribe/__init__.py |   850 +-
 pyproject.toml                                |     6 +-
 requirements-base-runtime.txt                 |     4 +-
 requirements-dev.txt                          |     6 +-
 requirements-runtime.txt                      |     6 +-
 requirements-test.txt                         |     6 +-
 requirements-typehint.txt                     |     6 +-
 43 files changed, 25702 insertions(+), 25550 deletions(-)

diff --git a/localstack-core/localstack/aws/api/acm/__init__.py b/localstack-core/localstack/aws/api/acm/__init__.py
index b62d3c2508d96..8d10782d79470 100644
--- a/localstack-core/localstack/aws/api/acm/__init__.py
+++ b/localstack-core/localstack/aws/api/acm/__init__.py
@@ -1,6 +1,6 @@
 from datetime import datetime
 from enum import StrEnum
-from typing import List, Optional, TypedDict
+from typing import TypedDict
 
 from localstack.aws.api import RequestContext, ServiceException, ServiceRequest, handler
 
@@ -261,10 +261,10 @@ class ValidationException(ServiceException):
 
 class Tag(TypedDict, total=False):
     Key: TagKey
-    Value: Optional[TagValue]
+    Value: TagValue | None
 
 
-TagList = List[Tag]
+TagList = list[Tag]
 
 
 class AddTagsToCertificateRequest(ServiceRequest):
@@ -277,29 +277,29 @@ class AddTagsToCertificateRequest(ServiceRequest):
 
 
 class CertificateOptions(TypedDict, total=False):
-    CertificateTransparencyLoggingPreference: Optional[CertificateTransparencyLoggingPreference]
-    Export: Optional[CertificateExport]
+    CertificateTransparencyLoggingPreference: CertificateTransparencyLoggingPreference | None
+    Export: CertificateExport | None
 
 
 class ExtendedKeyUsage(TypedDict, total=False):
-    Name: Optional[ExtendedKeyUsageName]
-    OID: Optional[String]
+    Name: ExtendedKeyUsageName | None
+    OID: String | None
 
 
-ExtendedKeyUsageList = List[ExtendedKeyUsage]
+ExtendedKeyUsageList = list[ExtendedKeyUsage]
 
 
 class KeyUsage(TypedDict, total=False):
-    Name: Optional[KeyUsageName]
+    Name: KeyUsageName | None
 
 
-KeyUsageList = List[KeyUsage]
+KeyUsageList = list[KeyUsage]
 TStamp = datetime
 
 
 class HttpRedirect(TypedDict, total=False):
-    RedirectFrom: Optional[String]
-    RedirectTo: Optional[String]
+    RedirectFrom: String | None
+    RedirectTo: String | None
 
 
 class ResourceRecord(TypedDict, total=False):
@@ -308,92 +308,92 @@ class ResourceRecord(TypedDict, total=False):
     Value: String
 
 
-ValidationEmailList = List[String]
+ValidationEmailList = list[String]
 
 
 class DomainValidation(TypedDict, total=False):
     DomainName: DomainNameString
-    ValidationEmails: Optional[ValidationEmailList]
-    ValidationDomain: Optional[DomainNameString]
-    ValidationStatus: Optional[DomainStatus]
-    ResourceRecord: Optional[ResourceRecord]
-    HttpRedirect: Optional[HttpRedirect]
-    ValidationMethod: Optional[ValidationMethod]
+    ValidationEmails: ValidationEmailList | None
+    ValidationDomain: DomainNameString | None
+    ValidationStatus: DomainStatus | None
+    ResourceRecord: ResourceRecord | None
+    HttpRedirect: HttpRedirect | None
+    ValidationMethod: ValidationMethod | None
 
 
-DomainValidationList = List[DomainValidation]
+DomainValidationList = list[DomainValidation]
 
 
 class RenewalSummary(TypedDict, total=False):
     RenewalStatus: RenewalStatus
     DomainValidationOptions: DomainValidationList
-    RenewalStatusReason: Optional[FailureReason]
+    RenewalStatusReason: FailureReason | None
     UpdatedAt: TStamp
 
 
-InUseList = List[String]
-DomainList = List[DomainNameString]
+InUseList = list[String]
+DomainList = list[DomainNameString]
 
 
 class CertificateDetail(TypedDict, total=False):
-    CertificateArn: Optional[Arn]
-    DomainName: Optional[DomainNameString]
-    SubjectAlternativeNames: Optional[DomainList]
-    ManagedBy: Optional[CertificateManagedBy]
-    DomainValidationOptions: Optional[DomainValidationList]
-    Serial: Optional[String]
-    Subject: Optional[String]
-    Issuer: Optional[String]
-    CreatedAt: Optional[TStamp]
-    IssuedAt: Optional[TStamp]
-    ImportedAt: Optional[TStamp]
-    Status: Optional[CertificateStatus]
-    RevokedAt: Optional[TStamp]
-    RevocationReason: Optional[RevocationReason]
-    NotBefore: Optional[TStamp]
-    NotAfter: Optional[TStamp]
-    KeyAlgorithm: Optional[KeyAlgorithm]
-    SignatureAlgorithm: Optional[String]
-    InUseBy: Optional[InUseList]
-    FailureReason: Optional[FailureReason]
-    Type: Optional[CertificateType]
-    RenewalSummary: Optional[RenewalSummary]
-    KeyUsages: Optional[KeyUsageList]
-    ExtendedKeyUsages: Optional[ExtendedKeyUsageList]
-    CertificateAuthorityArn: Optional[Arn]
-    RenewalEligibility: Optional[RenewalEligibility]
-    Options: Optional[CertificateOptions]
-
-
-CertificateStatuses = List[CertificateStatus]
-ExtendedKeyUsageNames = List[ExtendedKeyUsageName]
-KeyUsageNames = List[KeyUsageName]
+    CertificateArn: Arn | None
+    DomainName: DomainNameString | None
+    SubjectAlternativeNames: DomainList | None
+    ManagedBy: CertificateManagedBy | None
+    DomainValidationOptions: DomainValidationList | None
+    Serial: String | None
+    Subject: String | None
+    Issuer: String | None
+    CreatedAt: TStamp | None
+    IssuedAt: TStamp | None
+    ImportedAt: TStamp | None
+    Status: CertificateStatus | None
+    RevokedAt: TStamp | None
+    RevocationReason: RevocationReason | None
+    NotBefore: TStamp | None
+    NotAfter: TStamp | None
+    KeyAlgorithm: KeyAlgorithm | None
+    SignatureAlgorithm: String | None
+    InUseBy: InUseList | None
+    FailureReason: FailureReason | None
+    Type: CertificateType | None
+    RenewalSummary: RenewalSummary | None
+    KeyUsages: KeyUsageList | None
+    ExtendedKeyUsages: ExtendedKeyUsageList | None
+    CertificateAuthorityArn: Arn | None
+    RenewalEligibility: RenewalEligibility | None
+    Options: CertificateOptions | None
+
+
+CertificateStatuses = list[CertificateStatus]
+ExtendedKeyUsageNames = list[ExtendedKeyUsageName]
+KeyUsageNames = list[KeyUsageName]
 
 
 class CertificateSummary(TypedDict, total=False):
-    CertificateArn: Optional[Arn]
-    DomainName: Optional[DomainNameString]
-    SubjectAlternativeNameSummaries: Optional[DomainList]
-    HasAdditionalSubjectAlternativeNames: Optional[NullableBoolean]
-    Status: Optional[CertificateStatus]
-    Type: Optional[CertificateType]
-    KeyAlgorithm: Optional[KeyAlgorithm]
-    KeyUsages: Optional[KeyUsageNames]
-    ExtendedKeyUsages: Optional[ExtendedKeyUsageNames]
-    ExportOption: Optional[CertificateExport]
-    InUse: Optional[NullableBoolean]
-    Exported: Optional[NullableBoolean]
-    RenewalEligibility: Optional[RenewalEligibility]
-    NotBefore: Optional[TStamp]
-    NotAfter: Optional[TStamp]
-    CreatedAt: Optional[TStamp]
-    IssuedAt: Optional[TStamp]
-    ImportedAt: Optional[TStamp]
-    RevokedAt: Optional[TStamp]
-    ManagedBy: Optional[CertificateManagedBy]
-
-
-CertificateSummaryList = List[CertificateSummary]
+    CertificateArn: Arn | None
+    DomainName: DomainNameString | None
+    SubjectAlternativeNameSummaries: DomainList | None
+    HasAdditionalSubjectAlternativeNames: NullableBoolean | None
+    Status: CertificateStatus | None
+    Type: CertificateType | None
+    KeyAlgorithm: KeyAlgorithm | None
+    KeyUsages: KeyUsageNames | None
+    ExtendedKeyUsages: ExtendedKeyUsageNames | None
+    ExportOption: CertificateExport | None
+    InUse: NullableBoolean | None
+    Exported: NullableBoolean | None
+    RenewalEligibility: RenewalEligibility | None
+    NotBefore: TStamp | None
+    NotAfter: TStamp | None
+    CreatedAt: TStamp | None
+    IssuedAt: TStamp | None
+    ImportedAt: TStamp | None
+    RevokedAt: TStamp | None
+    ManagedBy: CertificateManagedBy | None
+
+
+CertificateSummaryList = list[CertificateSummary]
 
 
 class DeleteCertificateRequest(ServiceRequest):
@@ -405,7 +405,7 @@ class DescribeCertificateRequest(ServiceRequest):
 
 
 class DescribeCertificateResponse(TypedDict, total=False):
-    Certificate: Optional[CertificateDetail]
+    Certificate: CertificateDetail | None
 
 
 class DomainValidationOption(TypedDict, total=False):
@@ -413,11 +413,11 @@ class DomainValidationOption(TypedDict, total=False):
     ValidationDomain: DomainNameString
 
 
-DomainValidationOptionList = List[DomainValidationOption]
+DomainValidationOptionList = list[DomainValidationOption]
 
 
 class ExpiryEventsConfiguration(TypedDict, total=False):
-    DaysBeforeExpiry: Optional[PositiveInteger]
+    DaysBeforeExpiry: PositiveInteger | None
 
 
 PassphraseBlob = bytes
@@ -429,26 +429,26 @@ class ExportCertificateRequest(ServiceRequest):
 
 
 class ExportCertificateResponse(TypedDict, total=False):
-    Certificate: Optional[CertificateBody]
-    CertificateChain: Optional[CertificateChain]
-    PrivateKey: Optional[PrivateKey]
+    Certificate: CertificateBody | None
+    CertificateChain: CertificateChain | None
+    PrivateKey: PrivateKey | None
 
 
-ExtendedKeyUsageFilterList = List[ExtendedKeyUsageName]
-KeyAlgorithmList = List[KeyAlgorithm]
-KeyUsageFilterList = List[KeyUsageName]
+ExtendedKeyUsageFilterList = list[ExtendedKeyUsageName]
+KeyAlgorithmList = list[KeyAlgorithm]
+KeyUsageFilterList = list[KeyUsageName]
 
 
 class Filters(TypedDict, total=False):
-    extendedKeyUsage: Optional[ExtendedKeyUsageFilterList]
-    keyUsage: Optional[KeyUsageFilterList]
-    keyTypes: Optional[KeyAlgorithmList]
-    exportOption: Optional[CertificateExport]
-    managedBy: Optional[CertificateManagedBy]
+    extendedKeyUsage: ExtendedKeyUsageFilterList | None
+    keyUsage: KeyUsageFilterList | None
+    keyTypes: KeyAlgorithmList | None
+    exportOption: CertificateExport | None
+    managedBy: CertificateManagedBy | None
 
 
 class GetAccountConfigurationResponse(TypedDict, total=False):
-    ExpiryEvents: Optional[ExpiryEventsConfiguration]
+    ExpiryEvents: ExpiryEventsConfiguration | None
 
 
 class GetCertificateRequest(ServiceRequest):
@@ -456,37 +456,37 @@ class GetCertificateRequest(ServiceRequest):
 
 
 class GetCertificateResponse(TypedDict, total=False):
-    Certificate: Optional[CertificateBody]
-    CertificateChain: Optional[CertificateChain]
+    Certificate: CertificateBody | None
+    CertificateChain: CertificateChain | None
 
 
 PrivateKeyBlob = bytes
 
 
 class ImportCertificateRequest(ServiceRequest):
-    CertificateArn: Optional[Arn]
+    CertificateArn: Arn | None
     Certificate: CertificateBodyBlob
     PrivateKey: PrivateKeyBlob
-    CertificateChain: Optional[CertificateChainBlob]
-    Tags: Optional[TagList]
+    CertificateChain: CertificateChainBlob | None
+    Tags: TagList | None
 
 
 class ImportCertificateResponse(TypedDict, total=False):
-    CertificateArn: Optional[Arn]
+    CertificateArn: Arn | None
 
 
 class ListCertificatesRequest(ServiceRequest):
-    CertificateStatuses: Optional[CertificateStatuses]
-    Includes: Optional[Filters]
-    NextToken: Optional[NextToken]
-    MaxItems: Optional[MaxItems]
-    SortBy: Optional[SortBy]
-    SortOrder: Optional[SortOrder]
+    CertificateStatuses: CertificateStatuses | None
+    Includes: Filters | None
+    NextToken: NextToken | None
+    MaxItems: MaxItems | None
+    SortBy: SortBy | None
+    SortOrder: SortOrder | None
 
 
 class ListCertificatesResponse(TypedDict, total=False):
-    NextToken: Optional[NextToken]
-    CertificateSummaryList: Optional[CertificateSummaryList]
+    NextToken: NextToken | None
+    CertificateSummaryList: CertificateSummaryList | None
 
 
 class ListTagsForCertificateRequest(ServiceRequest):
@@ -494,11 +494,11 @@ class ListTagsForCertificateRequest(ServiceRequest):
 
 
 class ListTagsForCertificateResponse(TypedDict, total=False):
-    Tags: Optional[TagList]
+    Tags: TagList | None
 
 
 class PutAccountConfigurationRequest(ServiceRequest):
-    ExpiryEvents: Optional[ExpiryEventsConfiguration]
+    ExpiryEvents: ExpiryEventsConfiguration | None
     IdempotencyToken: IdempotencyToken
 
 
@@ -513,19 +513,19 @@ class RenewCertificateRequest(ServiceRequest):
 
 class RequestCertificateRequest(ServiceRequest):
     DomainName: DomainNameString
-    ValidationMethod: Optional[ValidationMethod]
-    SubjectAlternativeNames: Optional[DomainList]
-    IdempotencyToken: Optional[IdempotencyToken]
-    DomainValidationOptions: Optional[DomainValidationOptionList]
-    Options: Optional[CertificateOptions]
-    CertificateAuthorityArn: Optional[PcaArn]
-    Tags: Optional[TagList]
-    KeyAlgorithm: Optional[KeyAlgorithm]
-    ManagedBy: Optional[CertificateManagedBy]
+    ValidationMethod: ValidationMethod | None
+    SubjectAlternativeNames: DomainList | None
+    IdempotencyToken: IdempotencyToken | None
+    DomainValidationOptions: DomainValidationOptionList | None
+    Options: CertificateOptions | None
+    CertificateAuthorityArn: PcaArn | None
+    Tags: TagList | None
+    KeyAlgorithm: KeyAlgorithm | None
+    ManagedBy: CertificateManagedBy | None
 
 
 class RequestCertificateResponse(TypedDict, total=False):
-    CertificateArn: Optional[Arn]
+    CertificateArn: Arn | None
 
 
 class ResendValidationEmailRequest(ServiceRequest):
@@ -540,7 +540,7 @@ class RevokeCertificateRequest(ServiceRequest):
 
 
 class RevokeCertificateResponse(TypedDict, total=False):
-    CertificateArn: Optional[Arn]
+    CertificateArn: Arn | None
 
 
 class UpdateCertificateOptionsRequest(ServiceRequest):
@@ -549,8 +549,8 @@ class UpdateCertificateOptionsRequest(ServiceRequest):
 
 
 class AcmApi:
-    service = "acm"
-    version = "2015-12-08"
+    service: str = "acm"
+    version: str = "2015-12-08"
 
     @handler("AddTagsToCertificate")
     def add_tags_to_certificate(
diff --git a/localstack-core/localstack/aws/api/apigateway/__init__.py b/localstack-core/localstack/aws/api/apigateway/__init__.py
index ac90e9f542368..62b7f9f8ebc2d 100644
--- a/localstack-core/localstack/aws/api/apigateway/__init__.py
+++ b/localstack-core/localstack/aws/api/apigateway/__init__.py
@@ -1,6 +1,7 @@
+from collections.abc import Iterable
 from datetime import datetime
 from enum import StrEnum
-from typing import IO, Dict, Iterable, List, Optional, TypedDict, Union
+from typing import IO, TypedDict
 
 from localstack.aws.api import RequestContext, ServiceException, ServiceRequest, handler
 
@@ -199,7 +200,7 @@ class LimitExceededException(ServiceException):
     code: str = "LimitExceededException"
     sender_fault: bool = False
     status_code: int = 429
-    retryAfterSeconds: Optional[String]
+    retryAfterSeconds: String | None
 
 
 class NotFoundException(ServiceException):
@@ -212,14 +213,14 @@ class ServiceUnavailableException(ServiceException):
     code: str = "ServiceUnavailableException"
     sender_fault: bool = False
     status_code: int = 503
-    retryAfterSeconds: Optional[String]
+    retryAfterSeconds: String | None
 
 
 class TooManyRequestsException(ServiceException):
     code: str = "TooManyRequestsException"
     sender_fault: bool = False
     status_code: int = 429
-    retryAfterSeconds: Optional[String]
+    retryAfterSeconds: String | None
 
 
 class UnauthorizedException(ServiceException):
@@ -229,194 +230,194 @@ class UnauthorizedException(ServiceException):
 
 
 class AccessLogSettings(TypedDict, total=False):
-    format: Optional[String]
-    destinationArn: Optional[String]
+    format: String | None
+    destinationArn: String | None
 
 
-ListOfString = List[String]
+ListOfString = list[String]
 
 
 class ThrottleSettings(TypedDict, total=False):
-    burstLimit: Optional[Integer]
-    rateLimit: Optional[Double]
+    burstLimit: Integer | None
+    rateLimit: Double | None
 
 
 class Account(TypedDict, total=False):
-    cloudwatchRoleArn: Optional[String]
-    throttleSettings: Optional[ThrottleSettings]
-    features: Optional[ListOfString]
-    apiKeyVersion: Optional[String]
+    cloudwatchRoleArn: String | None
+    throttleSettings: ThrottleSettings | None
+    features: ListOfString | None
+    apiKeyVersion: String | None
 
 
-MapOfStringToString = Dict[String, String]
+MapOfStringToString = dict[String, String]
 Timestamp = datetime
 
 
 class ApiKey(TypedDict, total=False):
-    id: Optional[String]
-    value: Optional[String]
-    name: Optional[String]
-    customerId: Optional[String]
-    description: Optional[String]
-    enabled: Optional[Boolean]
-    createdDate: Optional[Timestamp]
-    lastUpdatedDate: Optional[Timestamp]
-    stageKeys: Optional[ListOfString]
-    tags: Optional[MapOfStringToString]
+    id: String | None
+    value: String | None
+    name: String | None
+    customerId: String | None
+    description: String | None
+    enabled: Boolean | None
+    createdDate: Timestamp | None
+    lastUpdatedDate: Timestamp | None
+    stageKeys: ListOfString | None
+    tags: MapOfStringToString | None
 
 
 class ApiKeyIds(TypedDict, total=False):
-    ids: Optional[ListOfString]
-    warnings: Optional[ListOfString]
+    ids: ListOfString | None
+    warnings: ListOfString | None
 
 
-ListOfApiKey = List[ApiKey]
+ListOfApiKey = list[ApiKey]
 
 
 class ApiKeys(TypedDict, total=False):
-    warnings: Optional[ListOfString]
-    position: Optional[String]
-    items: Optional[ListOfApiKey]
+    warnings: ListOfString | None
+    position: String | None
+    items: ListOfApiKey | None
 
 
-MapOfApiStageThrottleSettings = Dict[String, ThrottleSettings]
+MapOfApiStageThrottleSettings = dict[String, ThrottleSettings]
 
 
 class ApiStage(TypedDict, total=False):
-    apiId: Optional[String]
-    stage: Optional[String]
-    throttle: Optional[MapOfApiStageThrottleSettings]
+    apiId: String | None
+    stage: String | None
+    throttle: MapOfApiStageThrottleSettings | None
 
 
-ListOfARNs = List[ProviderARN]
+ListOfARNs = list[ProviderARN]
 
 
 class Authorizer(TypedDict, total=False):
-    id: Optional[String]
-    name: Optional[String]
-    type: Optional[AuthorizerType]
-    providerARNs: Optional[ListOfARNs]
-    authType: Optional[String]
-    authorizerUri: Optional[String]
-    authorizerCredentials: Optional[String]
-    identitySource: Optional[String]
-    identityValidationExpression: Optional[String]
-    authorizerResultTtlInSeconds: Optional[NullableInteger]
+    id: String | None
+    name: String | None
+    type: AuthorizerType | None
+    providerARNs: ListOfARNs | None
+    authType: String | None
+    authorizerUri: String | None
+    authorizerCredentials: String | None
+    identitySource: String | None
+    identityValidationExpression: String | None
+    authorizerResultTtlInSeconds: NullableInteger | None
 
 
-ListOfAuthorizer = List[Authorizer]
+ListOfAuthorizer = list[Authorizer]
 
 
 class Authorizers(TypedDict, total=False):
-    position: Optional[String]
-    items: Optional[ListOfAuthorizer]
+    position: String | None
+    items: ListOfAuthorizer | None
 
 
 class BasePathMapping(TypedDict, total=False):
-    basePath: Optional[String]
-    restApiId: Optional[String]
-    stage: Optional[String]
+    basePath: String | None
+    restApiId: String | None
+    stage: String | None
 
 
-ListOfBasePathMapping = List[BasePathMapping]
+ListOfBasePathMapping = list[BasePathMapping]
 
 
 class BasePathMappings(TypedDict, total=False):
-    position: Optional[String]
-    items: Optional[ListOfBasePathMapping]
+    position: String | None
+    items: ListOfBasePathMapping | None
 
 
 Blob = bytes
 
 
 class CanarySettings(TypedDict, total=False):
-    percentTraffic: Optional[Double]
-    deploymentId: Optional[String]
-    stageVariableOverrides: Optional[MapOfStringToString]
-    useStageCache: Optional[Boolean]
+    percentTraffic: Double | None
+    deploymentId: String | None
+    stageVariableOverrides: MapOfStringToString | None
+    useStageCache: Boolean | None
 
 
 class ClientCertificate(TypedDict, total=False):
-    clientCertificateId: Optional[String]
-    description: Optional[String]
-    pemEncodedCertificate: Optional[String]
-    createdDate: Optional[Timestamp]
-    expirationDate: Optional[Timestamp]
-    tags: Optional[MapOfStringToString]
+    clientCertificateId: String | None
+    description: String | None
+    pemEncodedCertificate: String | None
+    createdDate: Timestamp | None
+    expirationDate: Timestamp | None
+    tags: MapOfStringToString | None
 
 
-ListOfClientCertificate = List[ClientCertificate]
+ListOfClientCertificate = list[ClientCertificate]
 
 
 class ClientCertificates(TypedDict, total=False):
-    position: Optional[String]
-    items: Optional[ListOfClientCertificate]
+    position: String | None
+    items: ListOfClientCertificate | None
 
 
 class StageKey(TypedDict, total=False):
-    restApiId: Optional[String]
-    stageName: Optional[String]
+    restApiId: String | None
+    stageName: String | None
 
 
-ListOfStageKeys = List[StageKey]
+ListOfStageKeys = list[StageKey]
 
 
 class CreateApiKeyRequest(ServiceRequest):
-    name: Optional[String]
-    description: Optional[String]
-    enabled: Optional[Boolean]
-    generateDistinctId: Optional[Boolean]
-    value: Optional[String]
-    stageKeys: Optional[ListOfStageKeys]
-    customerId: Optional[String]
-    tags: Optional[MapOfStringToString]
+    name: String | None
+    description: String | None
+    enabled: Boolean | None
+    generateDistinctId: Boolean | None
+    value: String | None
+    stageKeys: ListOfStageKeys | None
+    customerId: String | None
+    tags: MapOfStringToString | None
 
 
 class CreateAuthorizerRequest(TypedDict, total=False):
     restApiId: String
     name: String
     type: AuthorizerType
-    providerARNs: Optional[ListOfARNs]
-    authType: Optional[String]
-    authorizerUri: Optional[String]
-    authorizerCredentials: Optional[String]
-    identitySource: Optional[String]
-    identityValidationExpression: Optional[String]
-    authorizerResultTtlInSeconds: Optional[NullableInteger]
+    providerARNs: ListOfARNs | None
+    authType: String | None
+    authorizerUri: String | None
+    authorizerCredentials: String | None
+    identitySource: String | None
+    identityValidationExpression: String | None
+    authorizerResultTtlInSeconds: NullableInteger | None
 
 
 class CreateBasePathMappingRequest(ServiceRequest):
     domainName: String
-    domainNameId: Optional[String]
-    basePath: Optional[String]
+    domainNameId: String | None
+    basePath: String | None
     restApiId: String
-    stage: Optional[String]
+    stage: String | None
 
 
 class DeploymentCanarySettings(TypedDict, total=False):
-    percentTraffic: Optional[Double]
-    stageVariableOverrides: Optional[MapOfStringToString]
-    useStageCache: Optional[Boolean]
+    percentTraffic: Double | None
+    stageVariableOverrides: MapOfStringToString | None
+    useStageCache: Boolean | None
 
 
 class CreateDeploymentRequest(ServiceRequest):
     restApiId: String
-    stageName: Optional[String]
-    stageDescription: Optional[String]
-    description: Optional[String]
-    cacheClusterEnabled: Optional[NullableBoolean]
-    cacheClusterSize: Optional[CacheClusterSize]
-    variables: Optional[MapOfStringToString]
-    canarySettings: Optional[DeploymentCanarySettings]
-    tracingEnabled: Optional[NullableBoolean]
+    stageName: String | None
+    stageDescription: String | None
+    description: String | None
+    cacheClusterEnabled: NullableBoolean | None
+    cacheClusterSize: CacheClusterSize | None
+    variables: MapOfStringToString | None
+    canarySettings: DeploymentCanarySettings | None
+    tracingEnabled: NullableBoolean | None
 
 
 class DocumentationPartLocation(TypedDict, total=False):
     type: DocumentationPartType
-    path: Optional[String]
-    method: Optional[String]
-    statusCode: Optional[DocumentationPartLocationStatusCode]
-    name: Optional[String]
+    path: String | None
+    method: String | None
+    statusCode: DocumentationPartLocationStatusCode | None
+    name: String | None
 
 
 class CreateDocumentationPartRequest(ServiceRequest):
@@ -428,62 +429,62 @@ class CreateDocumentationPartRequest(ServiceRequest):
 class CreateDocumentationVersionRequest(ServiceRequest):
     restApiId: String
     documentationVersion: String
-    stageName: Optional[String]
-    description: Optional[String]
+    stageName: String | None
+    description: String | None
 
 
 class CreateDomainNameAccessAssociationRequest(ServiceRequest):
     domainNameArn: String
     accessAssociationSourceType: AccessAssociationSourceType
     accessAssociationSource: String
-    tags: Optional[MapOfStringToString]
+    tags: MapOfStringToString | None
 
 
 class MutualTlsAuthenticationInput(TypedDict, total=False):
-    truststoreUri: Optional[String]
-    truststoreVersion: Optional[String]
+    truststoreUri: String | None
+    truststoreVersion: String | None
 
 
-ListOfEndpointType = List[EndpointType]
+ListOfEndpointType = list[EndpointType]
 
 
 class EndpointConfiguration(TypedDict, total=False):
-    types: Optional[ListOfEndpointType]
-    ipAddressType: Optional[IpAddressType]
-    vpcEndpointIds: Optional[ListOfString]
+    types: ListOfEndpointType | None
+    ipAddressType: IpAddressType | None
+    vpcEndpointIds: ListOfString | None
 
 
 class CreateDomainNameRequest(ServiceRequest):
     domainName: String
-    certificateName: Optional[String]
-    certificateBody: Optional[String]
-    certificatePrivateKey: Optional[String]
-    certificateChain: Optional[String]
-    certificateArn: Optional[String]
-    regionalCertificateName: Optional[String]
-    regionalCertificateArn: Optional[String]
-    endpointConfiguration: Optional[EndpointConfiguration]
-    tags: Optional[MapOfStringToString]
-    securityPolicy: Optional[SecurityPolicy]
-    mutualTlsAuthentication: Optional[MutualTlsAuthenticationInput]
-    ownershipVerificationCertificateArn: Optional[String]
-    policy: Optional[String]
-    routingMode: Optional[RoutingMode]
+    certificateName: String | None
+    certificateBody: String | None
+    certificatePrivateKey: String | None
+    certificateChain: String | None
+    certificateArn: String | None
+    regionalCertificateName: String | None
+    regionalCertificateArn: String | None
+    endpointConfiguration: EndpointConfiguration | None
+    tags: MapOfStringToString | None
+    securityPolicy: SecurityPolicy | None
+    mutualTlsAuthentication: MutualTlsAuthenticationInput | None
+    ownershipVerificationCertificateArn: String | None
+    policy: String | None
+    routingMode: RoutingMode | None
 
 
 class CreateModelRequest(ServiceRequest):
     restApiId: String
     name: String
-    description: Optional[String]
-    schema: Optional[String]
+    description: String | None
+    schema: String | None
     contentType: String
 
 
 class CreateRequestValidatorRequest(ServiceRequest):
     restApiId: String
-    name: Optional[String]
-    validateRequestBody: Optional[Boolean]
-    validateRequestParameters: Optional[Boolean]
+    name: String | None
+    validateRequestBody: Boolean | None
+    validateRequestParameters: Boolean | None
 
 
 class CreateResourceRequest(ServiceRequest):
@@ -494,30 +495,30 @@ class CreateResourceRequest(ServiceRequest):
 
 class CreateRestApiRequest(ServiceRequest):
     name: String
-    description: Optional[String]
-    version: Optional[String]
-    cloneFrom: Optional[String]
-    binaryMediaTypes: Optional[ListOfString]
-    minimumCompressionSize: Optional[NullableInteger]
-    apiKeySource: Optional[ApiKeySourceType]
-    endpointConfiguration: Optional[EndpointConfiguration]
-    policy: Optional[String]
-    tags: Optional[MapOfStringToString]
-    disableExecuteApiEndpoint: Optional[Boolean]
+    description: String | None
+    version: String | None
+    cloneFrom: String | None
+    binaryMediaTypes: ListOfString | None
+    minimumCompressionSize: NullableInteger | None
+    apiKeySource: ApiKeySourceType | None
+    endpointConfiguration: EndpointConfiguration | None
+    policy: String | None
+    tags: MapOfStringToString | None
+    disableExecuteApiEndpoint: Boolean | None
 
 
 class CreateStageRequest(ServiceRequest):
     restApiId: String
     stageName: String
     deploymentId: String
-    description: Optional[String]
-    cacheClusterEnabled: Optional[Boolean]
-    cacheClusterSize: Optional[CacheClusterSize]
-    variables: Optional[MapOfStringToString]
-    documentationVersion: Optional[String]
-    canarySettings: Optional[CanarySettings]
-    tracingEnabled: Optional[Boolean]
-    tags: Optional[MapOfStringToString]
+    description: String | None
+    cacheClusterEnabled: Boolean | None
+    cacheClusterSize: CacheClusterSize | None
+    variables: MapOfStringToString | None
+    documentationVersion: String | None
+    canarySettings: CanarySettings | None
+    tracingEnabled: Boolean | None
+    tags: MapOfStringToString | None
 
 
 class CreateUsagePlanKeyRequest(ServiceRequest):
@@ -527,28 +528,28 @@ class CreateUsagePlanKeyRequest(ServiceRequest):
 
 
 class QuotaSettings(TypedDict, total=False):
-    limit: Optional[Integer]
-    offset: Optional[Integer]
-    period: Optional[QuotaPeriodType]
+    limit: Integer | None
+    offset: Integer | None
+    period: QuotaPeriodType | None
 
 
-ListOfApiStage = List[ApiStage]
+ListOfApiStage = list[ApiStage]
 
 
 class CreateUsagePlanRequest(ServiceRequest):
     name: String
-    description: Optional[String]
-    apiStages: Optional[ListOfApiStage]
-    throttle: Optional[ThrottleSettings]
-    quota: Optional[QuotaSettings]
-    tags: Optional[MapOfStringToString]
+    description: String | None
+    apiStages: ListOfApiStage | None
+    throttle: ThrottleSettings | None
+    quota: QuotaSettings | None
+    tags: MapOfStringToString | None
 
 
 class CreateVpcLinkRequest(ServiceRequest):
     name: String
-    description: Optional[String]
+    description: String | None
     targetArns: ListOfString
-    tags: Optional[MapOfStringToString]
+    tags: MapOfStringToString | None
 
 
 class DeleteApiKeyRequest(ServiceRequest):
@@ -562,7 +563,7 @@ class DeleteAuthorizerRequest(ServiceRequest):
 
 class DeleteBasePathMappingRequest(ServiceRequest):
     domainName: String
-    domainNameId: Optional[String]
+    domainNameId: String | None
     basePath: String
 
 
@@ -591,7 +592,7 @@ class DeleteDomainNameAccessAssociationRequest(ServiceRequest):
 
 class DeleteDomainNameRequest(ServiceRequest):
     domainName: String
-    domainNameId: Optional[String]
+    domainNameId: String | None
 
 
 class DeleteGatewayResponseRequest(ServiceRequest):
@@ -663,121 +664,121 @@ class DeleteVpcLinkRequest(ServiceRequest):
 
 
 class MethodSnapshot(TypedDict, total=False):
-    authorizationType: Optional[String]
-    apiKeyRequired: Optional[Boolean]
+    authorizationType: String | None
+    apiKeyRequired: Boolean | None
 
 
-MapOfMethodSnapshot = Dict[String, MethodSnapshot]
-PathToMapOfMethodSnapshot = Dict[String, MapOfMethodSnapshot]
+MapOfMethodSnapshot = dict[String, MethodSnapshot]
+PathToMapOfMethodSnapshot = dict[String, MapOfMethodSnapshot]
 
 
 class Deployment(TypedDict, total=False):
-    id: Optional[String]
-    description: Optional[String]
-    createdDate: Optional[Timestamp]
-    apiSummary: Optional[PathToMapOfMethodSnapshot]
+    id: String | None
+    description: String | None
+    createdDate: Timestamp | None
+    apiSummary: PathToMapOfMethodSnapshot | None
 
 
-ListOfDeployment = List[Deployment]
+ListOfDeployment = list[Deployment]
 
 
 class Deployments(TypedDict, total=False):
-    position: Optional[String]
-    items: Optional[ListOfDeployment]
+    position: String | None
+    items: ListOfDeployment | None
 
 
 class DocumentationPart(TypedDict, total=False):
-    id: Optional[String]
-    location: Optional[DocumentationPartLocation]
-    properties: Optional[String]
+    id: String | None
+    location: DocumentationPartLocation | None
+    properties: String | None
 
 
 class DocumentationPartIds(TypedDict, total=False):
-    ids: Optional[ListOfString]
-    warnings: Optional[ListOfString]
+    ids: ListOfString | None
+    warnings: ListOfString | None
 
 
-ListOfDocumentationPart = List[DocumentationPart]
+ListOfDocumentationPart = list[DocumentationPart]
 
 
 class DocumentationParts(TypedDict, total=False):
-    position: Optional[String]
-    items: Optional[ListOfDocumentationPart]
+    position: String | None
+    items: ListOfDocumentationPart | None
 
 
 class DocumentationVersion(TypedDict, total=False):
-    version: Optional[String]
-    createdDate: Optional[Timestamp]
-    description: Optional[String]
+    version: String | None
+    createdDate: Timestamp | None
+    description: String | None
 
 
-ListOfDocumentationVersion = List[DocumentationVersion]
+ListOfDocumentationVersion = list[DocumentationVersion]
 
 
 class DocumentationVersions(TypedDict, total=False):
-    position: Optional[String]
-    items: Optional[ListOfDocumentationVersion]
+    position: String | None
+    items: ListOfDocumentationVersion | None
 
 
 class MutualTlsAuthentication(TypedDict, total=False):
-    truststoreUri: Optional[String]
-    truststoreVersion: Optional[String]
-    truststoreWarnings: Optional[ListOfString]
+    truststoreUri: String | None
+    truststoreVersion: String | None
+    truststoreWarnings: ListOfString | None
 
 
 class DomainName(TypedDict, total=False):
-    domainName: Optional[String]
-    domainNameId: Optional[String]
-    domainNameArn: Optional[String]
-    certificateName: Optional[String]
-    certificateArn: Optional[String]
-    certificateUploadDate: Optional[Timestamp]
-    regionalDomainName: Optional[String]
-    regionalHostedZoneId: Optional[String]
-    regionalCertificateName: Optional[String]
-    regionalCertificateArn: Optional[String]
-    distributionDomainName: Optional[String]
-    distributionHostedZoneId: Optional[String]
-    endpointConfiguration: Optional[EndpointConfiguration]
-    domainNameStatus: Optional[DomainNameStatus]
-    domainNameStatusMessage: Optional[String]
-    securityPolicy: Optional[SecurityPolicy]
-    tags: Optional[MapOfStringToString]
-    mutualTlsAuthentication: Optional[MutualTlsAuthentication]
-    ownershipVerificationCertificateArn: Optional[String]
-    managementPolicy: Optional[String]
-    policy: Optional[String]
-    routingMode: Optional[RoutingMode]
+    domainName: String | None
+    domainNameId: String | None
+    domainNameArn: String | None
+    certificateName: String | None
+    certificateArn: String | None
+    certificateUploadDate: Timestamp | None
+    regionalDomainName: String | None
+    regionalHostedZoneId: String | None
+    regionalCertificateName: String | None
+    regionalCertificateArn: String | None
+    distributionDomainName: String | None
+    distributionHostedZoneId: String | None
+    endpointConfiguration: EndpointConfiguration | None
+    domainNameStatus: DomainNameStatus | None
+    domainNameStatusMessage: String | None
+    securityPolicy: SecurityPolicy | None
+    tags: MapOfStringToString | None
+    mutualTlsAuthentication: MutualTlsAuthentication | None
+    ownershipVerificationCertificateArn: String | None
+    managementPolicy: String | None
+    policy: String | None
+    routingMode: RoutingMode | None
 
 
 class DomainNameAccessAssociation(TypedDict, total=False):
-    domainNameAccessAssociationArn: Optional[String]
-    domainNameArn: Optional[String]
-    accessAssociationSourceType: Optional[AccessAssociationSourceType]
-    accessAssociationSource: Optional[String]
-    tags: Optional[MapOfStringToString]
+    domainNameAccessAssociationArn: String | None
+    domainNameArn: String | None
+    accessAssociationSourceType: AccessAssociationSourceType | None
+    accessAssociationSource: String | None
+    tags: MapOfStringToString | None
 
 
-ListOfDomainNameAccessAssociation = List[DomainNameAccessAssociation]
+ListOfDomainNameAccessAssociation = list[DomainNameAccessAssociation]
 
 
 class DomainNameAccessAssociations(TypedDict, total=False):
-    position: Optional[String]
-    items: Optional[ListOfDomainNameAccessAssociation]
+    position: String | None
+    items: ListOfDomainNameAccessAssociation | None
 
 
-ListOfDomainName = List[DomainName]
+ListOfDomainName = list[DomainName]
 
 
 class DomainNames(TypedDict, total=False):
-    position: Optional[String]
-    items: Optional[ListOfDomainName]
+    position: String | None
+    items: ListOfDomainName | None
 
 
 class ExportResponse(TypedDict, total=False):
-    body: Optional[Union[Blob, IO[Blob], Iterable[Blob]]]
-    contentType: Optional[String]
-    contentDisposition: Optional[String]
+    body: Blob | IO[Blob] | Iterable[Blob] | None
+    contentType: String | None
+    contentDisposition: String | None
 
 
 class FlushStageAuthorizersCacheRequest(ServiceRequest):
@@ -791,24 +792,24 @@ class FlushStageCacheRequest(ServiceRequest):
 
 
 class GatewayResponse(TypedDict, total=False):
-    responseType: Optional[GatewayResponseType]
-    statusCode: Optional[StatusCode]
-    responseParameters: Optional[MapOfStringToString]
-    responseTemplates: Optional[MapOfStringToString]
-    defaultResponse: Optional[Boolean]
+    responseType: GatewayResponseType | None
+    statusCode: StatusCode | None
+    responseParameters: MapOfStringToString | None
+    responseTemplates: MapOfStringToString | None
+    defaultResponse: Boolean | None
 
 
-ListOfGatewayResponse = List[GatewayResponse]
+ListOfGatewayResponse = list[GatewayResponse]
 
 
 class GatewayResponses(TypedDict, total=False):
-    position: Optional[String]
-    items: Optional[ListOfGatewayResponse]
+    position: String | None
+    items: ListOfGatewayResponse | None
 
 
 class GenerateClientCertificateRequest(ServiceRequest):
-    description: Optional[String]
-    tags: Optional[MapOfStringToString]
+    description: String | None
+    tags: MapOfStringToString | None
 
 
 class GetAccountRequest(ServiceRequest):
@@ -817,15 +818,15 @@ class GetAccountRequest(ServiceRequest):
 
 class GetApiKeyRequest(ServiceRequest):
     apiKey: String
-    includeValue: Optional[NullableBoolean]
+    includeValue: NullableBoolean | None
 
 
 class GetApiKeysRequest(ServiceRequest):
-    position: Optional[String]
-    limit: Optional[NullableInteger]
-    nameQuery: Optional[String]
-    customerId: Optional[String]
-    includeValues: Optional[NullableBoolean]
+    position: String | None
+    limit: NullableInteger | None
+    nameQuery: String | None
+    customerId: String | None
+    includeValues: NullableBoolean | None
 
 
 class GetAuthorizerRequest(ServiceRequest):
@@ -835,21 +836,21 @@ class GetAuthorizerRequest(ServiceRequest):
 
 class GetAuthorizersRequest(ServiceRequest):
     restApiId: String
-    position: Optional[String]
-    limit: Optional[NullableInteger]
+    position: String | None
+    limit: NullableInteger | None
 
 
 class GetBasePathMappingRequest(ServiceRequest):
     domainName: String
-    domainNameId: Optional[String]
+    domainNameId: String | None
     basePath: String
 
 
 class GetBasePathMappingsRequest(ServiceRequest):
     domainName: String
-    domainNameId: Optional[String]
-    position: Optional[String]
-    limit: Optional[NullableInteger]
+    domainNameId: String | None
+    position: String | None
+    limit: NullableInteger | None
 
 
 class GetClientCertificateRequest(ServiceRequest):
@@ -857,20 +858,20 @@ class GetClientCertificateRequest(ServiceRequest):
 
 
 class GetClientCertificatesRequest(ServiceRequest):
-    position: Optional[String]
-    limit: Optional[NullableInteger]
+    position: String | None
+    limit: NullableInteger | None
 
 
 class GetDeploymentRequest(ServiceRequest):
     restApiId: String
     deploymentId: String
-    embed: Optional[ListOfString]
+    embed: ListOfString | None
 
 
 class GetDeploymentsRequest(ServiceRequest):
     restApiId: String
-    position: Optional[String]
-    limit: Optional[NullableInteger]
+    position: String | None
+    limit: NullableInteger | None
 
 
 class GetDocumentationPartRequest(ServiceRequest):
@@ -880,12 +881,12 @@ class GetDocumentationPartRequest(ServiceRequest):
 
 class GetDocumentationPartsRequest(TypedDict, total=False):
     restApiId: String
-    type: Optional[DocumentationPartType]
-    nameQuery: Optional[String]
-    path: Optional[String]
-    position: Optional[String]
-    limit: Optional[NullableInteger]
-    locationStatus: Optional[LocationStatusType]
+    type: DocumentationPartType | None
+    nameQuery: String | None
+    path: String | None
+    position: String | None
+    limit: NullableInteger | None
+    locationStatus: LocationStatusType | None
 
 
 class GetDocumentationVersionRequest(ServiceRequest):
@@ -895,33 +896,33 @@ class GetDocumentationVersionRequest(ServiceRequest):
 
 class GetDocumentationVersionsRequest(ServiceRequest):
     restApiId: String
-    position: Optional[String]
-    limit: Optional[NullableInteger]
+    position: String | None
+    limit: NullableInteger | None
 
 
 class GetDomainNameAccessAssociationsRequest(ServiceRequest):
-    position: Optional[String]
-    limit: Optional[NullableInteger]
-    resourceOwner: Optional[ResourceOwner]
+    position: String | None
+    limit: NullableInteger | None
+    resourceOwner: ResourceOwner | None
 
 
 class GetDomainNameRequest(ServiceRequest):
     domainName: String
-    domainNameId: Optional[String]
+    domainNameId: String | None
 
 
 class GetDomainNamesRequest(ServiceRequest):
-    position: Optional[String]
-    limit: Optional[NullableInteger]
-    resourceOwner: Optional[ResourceOwner]
+    position: String | None
+    limit: NullableInteger | None
+    resourceOwner: ResourceOwner | None
 
 
 class GetExportRequest(ServiceRequest):
     restApiId: String
     stageName: String
     exportType: String
-    parameters: Optional[MapOfStringToString]
-    accepts: Optional[String]
+    parameters: MapOfStringToString | None
+    accepts: String | None
 
 
 class GetGatewayResponseRequest(ServiceRequest):
@@ -931,8 +932,8 @@ class GetGatewayResponseRequest(ServiceRequest):
 
 class GetGatewayResponsesRequest(ServiceRequest):
     restApiId: String
-    position: Optional[String]
-    limit: Optional[NullableInteger]
+    position: String | None
+    limit: NullableInteger | None
 
 
 class GetIntegrationRequest(ServiceRequest):
@@ -964,7 +965,7 @@ class GetMethodResponseRequest(ServiceRequest):
 class GetModelRequest(ServiceRequest):
     restApiId: String
     modelName: String
-    flatten: Optional[Boolean]
+    flatten: Boolean | None
 
 
 class GetModelTemplateRequest(ServiceRequest):
@@ -974,8 +975,8 @@ class GetModelTemplateRequest(ServiceRequest):
 
 class GetModelsRequest(ServiceRequest):
     restApiId: String
-    position: Optional[String]
-    limit: Optional[NullableInteger]
+    position: String | None
+    limit: NullableInteger | None
 
 
 class GetRequestValidatorRequest(ServiceRequest):
@@ -985,21 +986,21 @@ class GetRequestValidatorRequest(ServiceRequest):
 
 class GetRequestValidatorsRequest(ServiceRequest):
     restApiId: String
-    position: Optional[String]
-    limit: Optional[NullableInteger]
+    position: String | None
+    limit: NullableInteger | None
 
 
 class GetResourceRequest(ServiceRequest):
     restApiId: String
     resourceId: String
-    embed: Optional[ListOfString]
+    embed: ListOfString | None
 
 
 class GetResourcesRequest(ServiceRequest):
     restApiId: String
-    position: Optional[String]
-    limit: Optional[NullableInteger]
-    embed: Optional[ListOfString]
+    position: String | None
+    limit: NullableInteger | None
+    embed: ListOfString | None
 
 
 class GetRestApiRequest(ServiceRequest):
@@ -1007,15 +1008,15 @@ class GetRestApiRequest(ServiceRequest):
 
 
 class GetRestApisRequest(ServiceRequest):
-    position: Optional[String]
-    limit: Optional[NullableInteger]
+    position: String | None
+    limit: NullableInteger | None
 
 
 class GetSdkRequest(ServiceRequest):
     restApiId: String
     stageName: String
     sdkType: String
-    parameters: Optional[MapOfStringToString]
+    parameters: MapOfStringToString | None
 
 
 class GetSdkTypeRequest(ServiceRequest):
@@ -1023,8 +1024,8 @@ class GetSdkTypeRequest(ServiceRequest):
 
 
 class GetSdkTypesRequest(ServiceRequest):
-    position: Optional[String]
-    limit: Optional[NullableInteger]
+    position: String | None
+    limit: NullableInteger | None
 
 
 class GetStageRequest(ServiceRequest):
@@ -1034,13 +1035,13 @@ class GetStageRequest(ServiceRequest):
 
 class GetStagesRequest(ServiceRequest):
     restApiId: String
-    deploymentId: Optional[String]
+    deploymentId: String | None
 
 
 class GetTagsRequest(ServiceRequest):
     resourceArn: String
-    position: Optional[String]
-    limit: Optional[NullableInteger]
+    position: String | None
+    limit: NullableInteger | None
 
 
 class GetUsagePlanKeyRequest(ServiceRequest):
@@ -1050,9 +1051,9 @@ class GetUsagePlanKeyRequest(ServiceRequest):
 
 class GetUsagePlanKeysRequest(ServiceRequest):
     usagePlanId: String
-    position: Optional[String]
-    limit: Optional[NullableInteger]
-    nameQuery: Optional[String]
+    position: String | None
+    limit: NullableInteger | None
+    nameQuery: String | None
 
 
 class GetUsagePlanRequest(ServiceRequest):
@@ -1060,18 +1061,18 @@ class GetUsagePlanRequest(ServiceRequest):
 
 
 class GetUsagePlansRequest(ServiceRequest):
-    position: Optional[String]
-    keyId: Optional[String]
-    limit: Optional[NullableInteger]
+    position: String | None
+    keyId: String | None
+    limit: NullableInteger | None
 
 
 class GetUsageRequest(ServiceRequest):
     usagePlanId: String
-    keyId: Optional[String]
+    keyId: String | None
     startDate: String
     endDate: String
-    position: Optional[String]
-    limit: Optional[NullableInteger]
+    position: String | None
+    limit: NullableInteger | None
 
 
 class GetVpcLinkRequest(ServiceRequest):
@@ -1079,267 +1080,267 @@ class GetVpcLinkRequest(ServiceRequest):
 
 
 class GetVpcLinksRequest(ServiceRequest):
-    position: Optional[String]
-    limit: Optional[NullableInteger]
+    position: String | None
+    limit: NullableInteger | None
 
 
 class ImportApiKeysRequest(ServiceRequest):
     body: IO[Blob]
     format: ApiKeysFormat
-    failOnWarnings: Optional[Boolean]
+    failOnWarnings: Boolean | None
 
 
 class ImportDocumentationPartsRequest(ServiceRequest):
     body: IO[Blob]
     restApiId: String
-    mode: Optional[PutMode]
-    failOnWarnings: Optional[Boolean]
+    mode: PutMode | None
+    failOnWarnings: Boolean | None
 
 
 class ImportRestApiRequest(ServiceRequest):
     body: IO[Blob]
-    failOnWarnings: Optional[Boolean]
-    parameters: Optional[MapOfStringToString]
+    failOnWarnings: Boolean | None
+    parameters: MapOfStringToString | None
 
 
 class TlsConfig(TypedDict, total=False):
-    insecureSkipVerification: Optional[Boolean]
+    insecureSkipVerification: Boolean | None
 
 
 class IntegrationResponse(TypedDict, total=False):
-    statusCode: Optional[StatusCode]
-    selectionPattern: Optional[String]
-    responseParameters: Optional[MapOfStringToString]
-    responseTemplates: Optional[MapOfStringToString]
-    contentHandling: Optional[ContentHandlingStrategy]
+    statusCode: StatusCode | None
+    selectionPattern: String | None
+    responseParameters: MapOfStringToString | None
+    responseTemplates: MapOfStringToString | None
+    contentHandling: ContentHandlingStrategy | None
 
 
-MapOfIntegrationResponse = Dict[String, IntegrationResponse]
+MapOfIntegrationResponse = dict[String, IntegrationResponse]
 
 
 class Integration(TypedDict, total=False):
-    type: Optional[IntegrationType]
-    httpMethod: Optional[String]
-    uri: Optional[String]
-    connectionType: Optional[ConnectionType]
-    connectionId: Optional[String]
-    credentials: Optional[String]
-    requestParameters: Optional[MapOfStringToString]
-    requestTemplates: Optional[MapOfStringToString]
-    passthroughBehavior: Optional[String]
-    contentHandling: Optional[ContentHandlingStrategy]
-    timeoutInMillis: Optional[Integer]
-    cacheNamespace: Optional[String]
-    cacheKeyParameters: Optional[ListOfString]
-    integrationResponses: Optional[MapOfIntegrationResponse]
-    tlsConfig: Optional[TlsConfig]
+    type: IntegrationType | None
+    httpMethod: String | None
+    uri: String | None
+    connectionType: ConnectionType | None
+    connectionId: String | None
+    credentials: String | None
+    requestParameters: MapOfStringToString | None
+    requestTemplates: MapOfStringToString | None
+    passthroughBehavior: String | None
+    contentHandling: ContentHandlingStrategy | None
+    timeoutInMillis: Integer | None
+    cacheNamespace: String | None
+    cacheKeyParameters: ListOfString | None
+    integrationResponses: MapOfIntegrationResponse | None
+    tlsConfig: TlsConfig | None
 
 
 Long = int
-ListOfLong = List[Long]
+ListOfLong = list[Long]
 
 
 class Model(TypedDict, total=False):
-    id: Optional[String]
-    name: Optional[String]
-    description: Optional[String]
-    schema: Optional[String]
-    contentType: Optional[String]
+    id: String | None
+    name: String | None
+    description: String | None
+    schema: String | None
+    contentType: String | None
 
 
-ListOfModel = List[Model]
+ListOfModel = list[Model]
 PatchOperation = TypedDict(
     "PatchOperation",
     {
-        "op": Optional[Op],
-        "path": Optional[String],
-        "value": Optional[String],
-        "from": Optional[String],
+        "op": Op | None,
+        "path": String | None,
+        "value": String | None,
+        "from": String | None,
     },
     total=False,
 )
-ListOfPatchOperation = List[PatchOperation]
+ListOfPatchOperation = list[PatchOperation]
 
 
 class RequestValidator(TypedDict, total=False):
-    id: Optional[String]
-    name: Optional[String]
-    validateRequestBody: Optional[Boolean]
-    validateRequestParameters: Optional[Boolean]
+    id: String | None
+    name: String | None
+    validateRequestBody: Boolean | None
+    validateRequestParameters: Boolean | None
 
 
-ListOfRequestValidator = List[RequestValidator]
-MapOfStringToBoolean = Dict[String, NullableBoolean]
+ListOfRequestValidator = list[RequestValidator]
+MapOfStringToBoolean = dict[String, NullableBoolean]
 
 
 class MethodResponse(TypedDict, total=False):
-    statusCode: Optional[StatusCode]
-    responseParameters: Optional[MapOfStringToBoolean]
-    responseModels: Optional[MapOfStringToString]
+    statusCode: StatusCode | None
+    responseParameters: MapOfStringToBoolean | None
+    responseModels: MapOfStringToString | None
 
 
-MapOfMethodResponse = Dict[String, MethodResponse]
+MapOfMethodResponse = dict[String, MethodResponse]
 
 
 class Method(TypedDict, total=False):
-    httpMethod: Optional[String]
-    authorizationType: Optional[String]
-    authorizerId: Optional[String]
-    apiKeyRequired: Optional[NullableBoolean]
-    requestValidatorId: Optional[String]
-    operationName: Optional[String]
-    requestParameters: Optional[MapOfStringToBoolean]
-    requestModels: Optional[MapOfStringToString]
-    methodResponses: Optional[MapOfMethodResponse]
-    methodIntegration: Optional[Integration]
-    authorizationScopes: Optional[ListOfString]
+    httpMethod: String | None
+    authorizationType: String | None
+    authorizerId: String | None
+    apiKeyRequired: NullableBoolean | None
+    requestValidatorId: String | None
+    operationName: String | None
+    requestParameters: MapOfStringToBoolean | None
+    requestModels: MapOfStringToString | None
+    methodResponses: MapOfMethodResponse | None
+    methodIntegration: Integration | None
+    authorizationScopes: ListOfString | None
 
 
-MapOfMethod = Dict[String, Method]
+MapOfMethod = dict[String, Method]
 
 
 class Resource(TypedDict, total=False):
-    id: Optional[String]
-    parentId: Optional[String]
-    pathPart: Optional[String]
-    path: Optional[String]
-    resourceMethods: Optional[MapOfMethod]
+    id: String | None
+    parentId: String | None
+    pathPart: String | None
+    path: String | None
+    resourceMethods: MapOfMethod | None
 
 
-ListOfResource = List[Resource]
+ListOfResource = list[Resource]
 
 
 class RestApi(TypedDict, total=False):
-    id: Optional[String]
-    name: Optional[String]
-    description: Optional[String]
-    createdDate: Optional[Timestamp]
-    version: Optional[String]
-    warnings: Optional[ListOfString]
-    binaryMediaTypes: Optional[ListOfString]
-    minimumCompressionSize: Optional[NullableInteger]
-    apiKeySource: Optional[ApiKeySourceType]
-    endpointConfiguration: Optional[EndpointConfiguration]
-    policy: Optional[String]
-    tags: Optional[MapOfStringToString]
-    disableExecuteApiEndpoint: Optional[Boolean]
-    rootResourceId: Optional[String]
+    id: String | None
+    name: String | None
+    description: String | None
+    createdDate: Timestamp | None
+    version: String | None
+    warnings: ListOfString | None
+    binaryMediaTypes: ListOfString | None
+    minimumCompressionSize: NullableInteger | None
+    apiKeySource: ApiKeySourceType | None
+    endpointConfiguration: EndpointConfiguration | None
+    policy: String | None
+    tags: MapOfStringToString | None
+    disableExecuteApiEndpoint: Boolean | None
+    rootResourceId: String | None
 
 
-ListOfRestApi = List[RestApi]
+ListOfRestApi = list[RestApi]
 
 
 class SdkConfigurationProperty(TypedDict, total=False):
-    name: Optional[String]
-    friendlyName: Optional[String]
-    description: Optional[String]
-    required: Optional[Boolean]
-    defaultValue: Optional[String]
+    name: String | None
+    friendlyName: String | None
+    description: String | None
+    required: Boolean | None
+    defaultValue: String | None
 
 
-ListOfSdkConfigurationProperty = List[SdkConfigurationProperty]
+ListOfSdkConfigurationProperty = list[SdkConfigurationProperty]
 
 
 class SdkType(TypedDict, total=False):
-    id: Optional[String]
-    friendlyName: Optional[String]
-    description: Optional[String]
-    configurationProperties: Optional[ListOfSdkConfigurationProperty]
+    id: String | None
+    friendlyName: String | None
+    description: String | None
+    configurationProperties: ListOfSdkConfigurationProperty | None
 
 
-ListOfSdkType = List[SdkType]
+ListOfSdkType = list[SdkType]
 
 
 class MethodSetting(TypedDict, total=False):
-    metricsEnabled: Optional[Boolean]
-    loggingLevel: Optional[String]
-    dataTraceEnabled: Optional[Boolean]
-    throttlingBurstLimit: Optional[Integer]
-    throttlingRateLimit: Optional[Double]
-    cachingEnabled: Optional[Boolean]
-    cacheTtlInSeconds: Optional[Integer]
-    cacheDataEncrypted: Optional[Boolean]
-    requireAuthorizationForCacheControl: Optional[Boolean]
-    unauthorizedCacheControlHeaderStrategy: Optional[UnauthorizedCacheControlHeaderStrategy]
+    metricsEnabled: Boolean | None
+    loggingLevel: String | None
+    dataTraceEnabled: Boolean | None
+    throttlingBurstLimit: Integer | None
+    throttlingRateLimit: Double | None
+    cachingEnabled: Boolean | None
+    cacheTtlInSeconds: Integer | None
+    cacheDataEncrypted: Boolean | None
+    requireAuthorizationForCacheControl: Boolean | None
+    unauthorizedCacheControlHeaderStrategy: UnauthorizedCacheControlHeaderStrategy | None
 
 
-MapOfMethodSettings = Dict[String, MethodSetting]
+MapOfMethodSettings = dict[String, MethodSetting]
 
 
 class Stage(TypedDict, total=False):
-    deploymentId: Optional[String]
-    clientCertificateId: Optional[String]
-    stageName: Optional[String]
-    description: Optional[String]
-    cacheClusterEnabled: Optional[Boolean]
-    cacheClusterSize: Optional[CacheClusterSize]
-    cacheClusterStatus: Optional[CacheClusterStatus]
-    methodSettings: Optional[MapOfMethodSettings]
-    variables: Optional[MapOfStringToString]
-    documentationVersion: Optional[String]
-    accessLogSettings: Optional[AccessLogSettings]
-    canarySettings: Optional[CanarySettings]
-    tracingEnabled: Optional[Boolean]
-    webAclArn: Optional[String]
-    tags: Optional[MapOfStringToString]
-    createdDate: Optional[Timestamp]
-    lastUpdatedDate: Optional[Timestamp]
-
-
-ListOfStage = List[Stage]
-ListOfUsage = List[ListOfLong]
+    deploymentId: String | None
+    clientCertificateId: String | None
+    stageName: String | None
+    description: String | None
+    cacheClusterEnabled: Boolean | None
+    cacheClusterSize: CacheClusterSize | None
+    cacheClusterStatus: CacheClusterStatus | None
+    methodSettings: MapOfMethodSettings | None
+    variables: MapOfStringToString | None
+    documentationVersion: String | None
+    accessLogSettings: AccessLogSettings | None
+    canarySettings: CanarySettings | None
+    tracingEnabled: Boolean | None
+    webAclArn: String | None
+    tags: MapOfStringToString | None
+    createdDate: Timestamp | None
+    lastUpdatedDate: Timestamp | None
+
+
+ListOfStage = list[Stage]
+ListOfUsage = list[ListOfLong]
 
 
 class UsagePlan(TypedDict, total=False):
-    id: Optional[String]
-    name: Optional[String]
-    description: Optional[String]
-    apiStages: Optional[ListOfApiStage]
-    throttle: Optional[ThrottleSettings]
-    quota: Optional[QuotaSettings]
-    productCode: Optional[String]
-    tags: Optional[MapOfStringToString]
+    id: String | None
+    name: String | None
+    description: String | None
+    apiStages: ListOfApiStage | None
+    throttle: ThrottleSettings | None
+    quota: QuotaSettings | None
+    productCode: String | None
+    tags: MapOfStringToString | None
 
 
-ListOfUsagePlan = List[UsagePlan]
+ListOfUsagePlan = list[UsagePlan]
 
 
 class UsagePlanKey(TypedDict, total=False):
-    id: Optional[String]
-    type: Optional[String]
-    value: Optional[String]
-    name: Optional[String]
+    id: String | None
+    type: String | None
+    value: String | None
+    name: String | None
 
 
-ListOfUsagePlanKey = List[UsagePlanKey]
+ListOfUsagePlanKey = list[UsagePlanKey]
 
 
 class VpcLink(TypedDict, total=False):
-    id: Optional[String]
-    name: Optional[String]
-    description: Optional[String]
-    targetArns: Optional[ListOfString]
-    status: Optional[VpcLinkStatus]
-    statusMessage: Optional[String]
-    tags: Optional[MapOfStringToString]
+    id: String | None
+    name: String | None
+    description: String | None
+    targetArns: ListOfString | None
+    status: VpcLinkStatus | None
+    statusMessage: String | None
+    tags: MapOfStringToString | None
 
 
-ListOfVpcLink = List[VpcLink]
-MapOfKeyUsages = Dict[String, ListOfUsage]
-MapOfStringToList = Dict[String, ListOfString]
+ListOfVpcLink = list[VpcLink]
+MapOfKeyUsages = dict[String, ListOfUsage]
+MapOfStringToList = dict[String, ListOfString]
 
 
 class Models(TypedDict, total=False):
-    position: Optional[String]
-    items: Optional[ListOfModel]
+    position: String | None
+    items: ListOfModel | None
 
 
 class PutGatewayResponseRequest(ServiceRequest):
     restApiId: String
     responseType: GatewayResponseType
-    statusCode: Optional[StatusCode]
-    responseParameters: Optional[MapOfStringToString]
-    responseTemplates: Optional[MapOfStringToString]
+    statusCode: StatusCode | None
+    responseParameters: MapOfStringToString | None
+    responseTemplates: MapOfStringToString | None
 
 
 class PutIntegrationRequest(TypedDict, total=False):
@@ -1347,19 +1348,19 @@ class PutIntegrationRequest(TypedDict, total=False):
     resourceId: String
     httpMethod: String
     type: IntegrationType
-    integrationHttpMethod: Optional[String]
-    uri: Optional[String]
-    connectionType: Optional[ConnectionType]
-    connectionId: Optional[String]
-    credentials: Optional[String]
-    requestParameters: Optional[MapOfStringToString]
-    requestTemplates: Optional[MapOfStringToString]
-    passthroughBehavior: Optional[String]
-    cacheNamespace: Optional[String]
-    cacheKeyParameters: Optional[ListOfString]
-    contentHandling: Optional[ContentHandlingStrategy]
-    timeoutInMillis: Optional[NullableInteger]
-    tlsConfig: Optional[TlsConfig]
+    integrationHttpMethod: String | None
+    uri: String | None
+    connectionType: ConnectionType | None
+    connectionId: String | None
+    credentials: String | None
+    requestParameters: MapOfStringToString | None
+    requestTemplates: MapOfStringToString | None
+    passthroughBehavior: String | None
+    cacheNamespace: String | None
+    cacheKeyParameters: ListOfString | None
+    contentHandling: ContentHandlingStrategy | None
+    timeoutInMillis: NullableInteger | None
+    tlsConfig: TlsConfig | None
 
 
 class PutIntegrationResponseRequest(ServiceRequest):
@@ -1367,10 +1368,10 @@ class PutIntegrationResponseRequest(ServiceRequest):
     resourceId: String
     httpMethod: String
     statusCode: StatusCode
-    selectionPattern: Optional[String]
-    responseParameters: Optional[MapOfStringToString]
-    responseTemplates: Optional[MapOfStringToString]
-    contentHandling: Optional[ContentHandlingStrategy]
+    selectionPattern: String | None
+    responseParameters: MapOfStringToString | None
+    responseTemplates: MapOfStringToString | None
+    contentHandling: ContentHandlingStrategy | None
 
 
 class PutMethodRequest(ServiceRequest):
@@ -1378,13 +1379,13 @@ class PutMethodRequest(ServiceRequest):
     resourceId: String
     httpMethod: String
     authorizationType: String
-    authorizerId: Optional[String]
-    apiKeyRequired: Optional[Boolean]
-    operationName: Optional[String]
-    requestParameters: Optional[MapOfStringToBoolean]
-    requestModels: Optional[MapOfStringToString]
-    requestValidatorId: Optional[String]
-    authorizationScopes: Optional[ListOfString]
+    authorizerId: String | None
+    apiKeyRequired: Boolean | None
+    operationName: String | None
+    requestParameters: MapOfStringToBoolean | None
+    requestModels: MapOfStringToString | None
+    requestValidatorId: String | None
+    authorizationScopes: ListOfString | None
 
 
 class PutMethodResponseRequest(ServiceRequest):
@@ -1392,16 +1393,16 @@ class PutMethodResponseRequest(ServiceRequest):
     resourceId: String
     httpMethod: String
     statusCode: StatusCode
-    responseParameters: Optional[MapOfStringToBoolean]
-    responseModels: Optional[MapOfStringToString]
+    responseParameters: MapOfStringToBoolean | None
+    responseModels: MapOfStringToString | None
 
 
 class PutRestApiRequest(ServiceRequest):
     body: IO[Blob]
     restApiId: String
-    mode: Optional[PutMode]
-    failOnWarnings: Optional[Boolean]
-    parameters: Optional[MapOfStringToString]
+    mode: PutMode | None
+    failOnWarnings: Boolean | None
+    parameters: MapOfStringToString | None
 
 
 class RejectDomainNameAccessAssociationRequest(ServiceRequest):
@@ -1410,33 +1411,33 @@ class RejectDomainNameAccessAssociationRequest(ServiceRequest):
 
 
 class RequestValidators(TypedDict, total=False):
-    position: Optional[String]
-    items: Optional[ListOfRequestValidator]
+    position: String | None
+    items: ListOfRequestValidator | None
 
 
 class Resources(TypedDict, total=False):
-    position: Optional[String]
-    items: Optional[ListOfResource]
+    position: String | None
+    items: ListOfResource | None
 
 
 class RestApis(TypedDict, total=False):
-    position: Optional[String]
-    items: Optional[ListOfRestApi]
+    position: String | None
+    items: ListOfRestApi | None
 
 
 class SdkResponse(TypedDict, total=False):
-    body: Optional[Union[Blob, IO[Blob], Iterable[Blob]]]
-    contentType: Optional[String]
-    contentDisposition: Optional[String]
+    body: Blob | IO[Blob] | Iterable[Blob] | None
+    contentType: String | None
+    contentDisposition: String | None
 
 
 class SdkTypes(TypedDict, total=False):
-    position: Optional[String]
-    items: Optional[ListOfSdkType]
+    position: String | None
+    items: ListOfSdkType | None
 
 
 class Stages(TypedDict, total=False):
-    item: Optional[ListOfStage]
+    item: ListOfStage | None
 
 
 class TagResourceRequest(ServiceRequest):
@@ -1445,53 +1446,53 @@ class TagResourceRequest(ServiceRequest):
 
 
 class Tags(TypedDict, total=False):
-    tags: Optional[MapOfStringToString]
+    tags: MapOfStringToString | None
 
 
 class Template(TypedDict, total=False):
-    value: Optional[String]
+    value: String | None
 
 
 class TestInvokeAuthorizerRequest(ServiceRequest):
     restApiId: String
     authorizerId: String
-    headers: Optional[MapOfStringToString]
-    multiValueHeaders: Optional[MapOfStringToList]
-    pathWithQueryString: Optional[String]
-    body: Optional[String]
-    stageVariables: Optional[MapOfStringToString]
-    additionalContext: Optional[MapOfStringToString]
+    headers: MapOfStringToString | None
+    multiValueHeaders: MapOfStringToList | None
+    pathWithQueryString: String | None
+    body: String | None
+    stageVariables: MapOfStringToString | None
+    additionalContext: MapOfStringToString | None
 
 
 class TestInvokeAuthorizerResponse(TypedDict, total=False):
-    clientStatus: Optional[Integer]
-    log: Optional[String]
-    latency: Optional[Long]
-    principalId: Optional[String]
-    policy: Optional[String]
-    authorization: Optional[MapOfStringToList]
-    claims: Optional[MapOfStringToString]
+    clientStatus: Integer | None
+    log: String | None
+    latency: Long | None
+    principalId: String | None
+    policy: String | None
+    authorization: MapOfStringToList | None
+    claims: MapOfStringToString | None
 
 
 class TestInvokeMethodRequest(ServiceRequest):
     restApiId: String
     resourceId: String
     httpMethod: String
-    pathWithQueryString: Optional[String]
-    body: Optional[String]
-    headers: Optional[MapOfStringToString]
-    multiValueHeaders: Optional[MapOfStringToList]
-    clientCertificateId: Optional[String]
-    stageVariables: Optional[MapOfStringToString]
+    pathWithQueryString: String | None
+    body: String | None
+    headers: MapOfStringToString | None
+    multiValueHeaders: MapOfStringToList | None
+    clientCertificateId: String | None
+    stageVariables: MapOfStringToString | None
 
 
 class TestInvokeMethodResponse(TypedDict, total=False):
-    status: Optional[Integer]
-    body: Optional[String]
-    headers: Optional[MapOfStringToString]
-    multiValueHeaders: Optional[MapOfStringToList]
-    log: Optional[String]
-    latency: Optional[Long]
+    status: Integer | None
+    body: String | None
+    headers: MapOfStringToString | None
+    multiValueHeaders: MapOfStringToList | None
+    log: String | None
+    latency: Long | None
 
 
 class UntagResourceRequest(ServiceRequest):
@@ -1500,67 +1501,67 @@ class UntagResourceRequest(ServiceRequest):
 
 
 class UpdateAccountRequest(ServiceRequest):
-    patchOperations: Optional[ListOfPatchOperation]
+    patchOperations: ListOfPatchOperation | None
 
 
 class UpdateApiKeyRequest(ServiceRequest):
     apiKey: String
-    patchOperations: Optional[ListOfPatchOperation]
+    patchOperations: ListOfPatchOperation | None
 
 
 class UpdateAuthorizerRequest(ServiceRequest):
     restApiId: String
     authorizerId: String
-    patchOperations: Optional[ListOfPatchOperation]
+    patchOperations: ListOfPatchOperation | None
 
 
 class UpdateBasePathMappingRequest(ServiceRequest):
     domainName: String
-    domainNameId: Optional[String]
+    domainNameId: String | None
     basePath: String
-    patchOperations: Optional[ListOfPatchOperation]
+    patchOperations: ListOfPatchOperation | None
 
 
 class UpdateClientCertificateRequest(ServiceRequest):
     clientCertificateId: String
-    patchOperations: Optional[ListOfPatchOperation]
+    patchOperations: ListOfPatchOperation | None
 
 
 class UpdateDeploymentRequest(ServiceRequest):
     restApiId: String
     deploymentId: String
-    patchOperations: Optional[ListOfPatchOperation]
+    patchOperations: ListOfPatchOperation | None
 
 
 class UpdateDocumentationPartRequest(ServiceRequest):
     restApiId: String
     documentationPartId: String
-    patchOperations: Optional[ListOfPatchOperation]
+    patchOperations: ListOfPatchOperation | None
 
 
 class UpdateDocumentationVersionRequest(ServiceRequest):
     restApiId: String
     documentationVersion: String
-    patchOperations: Optional[ListOfPatchOperation]
+    patchOperations: ListOfPatchOperation | None
 
 
 class UpdateDomainNameRequest(ServiceRequest):
     domainName: String
-    domainNameId: Optional[String]
-    patchOperations: Optional[ListOfPatchOperation]
+    domainNameId: String | None
+    patchOperations: ListOfPatchOperation | None
 
 
 class UpdateGatewayResponseRequest(ServiceRequest):
     restApiId: String
     responseType: GatewayResponseType
-    patchOperations: Optional[ListOfPatchOperation]
+    patchOperations: ListOfPatchOperation | None
 
 
 class UpdateIntegrationRequest(ServiceRequest):
     restApiId: String
     resourceId: String
     httpMethod: String
-    patchOperations: Optional[ListOfPatchOperation]
+    patchOperations: ListOfPatchOperation | None
 
 
 class UpdateIntegrationResponseRequest(ServiceRequest):
@@ -1568,14 +1569,14 @@ class UpdateIntegrationResponseRequest(ServiceRequest):
     resourceId: String
     httpMethod: String
     statusCode: StatusCode
-    patchOperations: Optional[ListOfPatchOperation]
+    patchOperations: ListOfPatchOperation | None
 
 
 class UpdateMethodRequest(ServiceRequest):
     restApiId: String
     resourceId: String
     httpMethod: String
-    patchOperations: Optional[ListOfPatchOperation]
+    patchOperations: ListOfPatchOperation | None
 
 
 class UpdateMethodResponseRequest(ServiceRequest):
@@ -1583,80 +1584,80 @@ class UpdateMethodResponseRequest(ServiceRequest):
     resourceId: String
     httpMethod: String
     statusCode: StatusCode
-    patchOperations: Optional[ListOfPatchOperation]
+    patchOperations: ListOfPatchOperation | None
 
 
 class UpdateModelRequest(ServiceRequest):
     restApiId: String
     modelName: String
-    patchOperations: Optional[ListOfPatchOperation]
+    patchOperations: ListOfPatchOperation | None
 
 
 class UpdateRequestValidatorRequest(ServiceRequest):
     restApiId: String
     requestValidatorId: String
-    patchOperations: Optional[ListOfPatchOperation]
+    patchOperations: ListOfPatchOperation | None
 
 
 class UpdateResourceRequest(ServiceRequest):
     restApiId: String
     resourceId: String
-    patchOperations: Optional[ListOfPatchOperation]
+    patchOperations: ListOfPatchOperation | None
 
 
 class UpdateRestApiRequest(ServiceRequest):
     restApiId: String
-    patchOperations: Optional[ListOfPatchOperation]
+    patchOperations: ListOfPatchOperation | None
 
 
 class UpdateStageRequest(ServiceRequest):
     restApiId: String
     stageName: String
-    patchOperations: Optional[ListOfPatchOperation]
+    patchOperations: ListOfPatchOperation | None
 
 
 class UpdateUsagePlanRequest(ServiceRequest):
     usagePlanId: String
-    patchOperations: Optional[ListOfPatchOperation]
+    patchOperations: ListOfPatchOperation | None
 
 
 class UpdateUsageRequest(ServiceRequest):
     usagePlanId: String
     keyId: String
-    patchOperations: Optional[ListOfPatchOperation]
+    patchOperations: ListOfPatchOperation | None
 
 
 class UpdateVpcLinkRequest(ServiceRequest):
     vpcLinkId: String
-    patchOperations: Optional[ListOfPatchOperation]
+    patchOperations: ListOfPatchOperation | None
 
 
 class Usage(TypedDict, total=False):
-    usagePlanId: Optional[String]
-    startDate: Optional[String]
-    endDate: Optional[String]
-    position: Optional[String]
-    items: Optional[MapOfKeyUsages]
+    usagePlanId: String | None
+    startDate: String | None
+    endDate: String | None
+    position: String | None
+    items: MapOfKeyUsages | None
 
 
 class UsagePlanKeys(TypedDict, total=False):
-    position: Optional[String]
-    items: Optional[ListOfUsagePlanKey]
+    position: String | None
+    items: ListOfUsagePlanKey | None
 
 
 class UsagePlans(TypedDict, total=False):
-    position: Optional[String]
-    items: Optional[ListOfUsagePlan]
+    position: String | None
+    items: ListOfUsagePlan | None
 
 
 class VpcLinks(TypedDict, total=False):
-    position: Optional[String]
-    items: Optional[ListOfVpcLink]
+    position: String | None
+    items: ListOfVpcLink | None
 
 
 class ApigatewayApi:
-    service = "apigateway"
-    version = "2015-07-09"
+    service: str = "apigateway"
+    version: str = "2015-07-09"
 
     @handler("CreateApiKey")
     def create_api_key(
diff --git a/localstack-core/localstack/aws/api/cloudcontrol/__init__.py b/localstack-core/localstack/aws/api/cloudcontrol/__init__.py
index 7420a35c50e8c..fdb07c98fed3e 100644
--- a/localstack-core/localstack/aws/api/cloudcontrol/__init__.py
+++ b/localstack-core/localstack/aws/api/cloudcontrol/__init__.py
@@ -1,6 +1,6 @@
 from datetime import datetime
 from enum import StrEnum
-from typing import List, Optional, TypedDict
+from typing import TypedDict
 
 from localstack.aws.api import RequestContext, ServiceException, ServiceRequest, handler
 
@@ -191,62 +191,62 @@ class CancelResourceRequestInput(ServiceRequest):
 
 
 class ProgressEvent(TypedDict, total=False):
-    TypeName: Optional[TypeName]
-    Identifier: Optional[Identifier]
-    RequestToken: Optional[RequestToken]
-    HooksRequestToken: Optional[RequestToken]
-    Operation: Optional[Operation]
-    OperationStatus: Optional[OperationStatus]
-    EventTime: Optional[Timestamp]
-    ResourceModel: Optional[Properties]
-    StatusMessage: Optional[StatusMessage]
-    ErrorCode: Optional[HandlerErrorCode]
-    RetryAfter: Optional[Timestamp]
+    TypeName: TypeName | None
+    Identifier: Identifier | None
+    RequestToken: RequestToken | None
+    HooksRequestToken: RequestToken | None
+    Operation: Operation | None
+    OperationStatus: OperationStatus | None
+    EventTime: Timestamp | None
+    ResourceModel: Properties | None
+    StatusMessage: StatusMessage | None
+    ErrorCode: HandlerErrorCode | None
+    RetryAfter: Timestamp | None
 
 
 class CancelResourceRequestOutput(TypedDict, total=False):
-    ProgressEvent: Optional[ProgressEvent]
+    ProgressEvent: ProgressEvent | None
 
 
 class CreateResourceInput(ServiceRequest):
     TypeName: TypeName
-    TypeVersionId: Optional[TypeVersionId]
-    RoleArn: Optional[RoleArn]
-    ClientToken: Optional[ClientToken]
+    TypeVersionId: TypeVersionId | None
+    RoleArn: RoleArn | None
+    ClientToken: ClientToken | None
     DesiredState: Properties
 
 
 class CreateResourceOutput(TypedDict, total=False):
-    ProgressEvent: Optional[ProgressEvent]
+    ProgressEvent: ProgressEvent | None
 
 
 class DeleteResourceInput(ServiceRequest):
     TypeName: TypeName
-    TypeVersionId: Optional[TypeVersionId]
-    RoleArn: Optional[RoleArn]
-    ClientToken: Optional[ClientToken]
+    TypeVersionId: TypeVersionId | None
+    RoleArn: RoleArn | None
+    ClientToken: ClientToken | None
     Identifier: Identifier
 
 
 class DeleteResourceOutput(TypedDict, total=False):
-    ProgressEvent: Optional[ProgressEvent]
+    ProgressEvent: ProgressEvent | None
 
 
 class GetResourceInput(ServiceRequest):
     TypeName: TypeName
-    TypeVersionId: Optional[TypeVersionId]
-    RoleArn: Optional[RoleArn]
+    TypeVersionId: TypeVersionId | None
+    RoleArn: RoleArn | None
     Identifier: Identifier
 
 
 class ResourceDescription(TypedDict, total=False):
-    Identifier: Optional[Identifier]
-    Properties: Optional[Properties]
+    Identifier: Identifier | None
+    Properties: Properties | None
 
 
 class GetResourceOutput(TypedDict, total=False):
-    TypeName: Optional[TypeName]
-    ResourceDescription: Optional[ResourceDescription]
+    TypeName: TypeName | None
+    ResourceDescription: ResourceDescription | None
 
 
 class GetResourceRequestStatusInput(ServiceRequest):
@@ -254,81 +254,81 @@ class GetResourceRequestStatusInput(ServiceRequest):
 
 
 class HookProgressEvent(TypedDict, total=False):
-    HookTypeName: Optional[TypeName]
-    HookTypeVersionId: Optional[TypeVersionId]
-    HookTypeArn: Optional[HookTypeArn]
-    InvocationPoint: Optional[HookInvocationPoint]
-    HookStatus: Optional[HookStatus]
-    HookEventTime: Optional[Timestamp]
-    HookStatusMessage: Optional[StatusMessage]
-    FailureMode: Optional[HookFailureMode]
+    HookTypeName: TypeName | None
+    HookTypeVersionId: TypeVersionId | None
+    HookTypeArn: HookTypeArn | None
+    InvocationPoint: HookInvocationPoint | None
+    HookStatus: HookStatus | None
+    HookEventTime: Timestamp | None
+    HookStatusMessage: StatusMessage | None
+    FailureMode: HookFailureMode | None
 
 
-HooksProgressEvent = List[HookProgressEvent]
+HooksProgressEvent = list[HookProgressEvent]
 
 
 class GetResourceRequestStatusOutput(TypedDict, total=False):
-    ProgressEvent: Optional[ProgressEvent]
-    HooksProgressEvent: Optional[HooksProgressEvent]
+    ProgressEvent: ProgressEvent | None
+    HooksProgressEvent: HooksProgressEvent | None
 
 
-OperationStatuses = List[OperationStatus]
-Operations = List[Operation]
+OperationStatuses = list[OperationStatus]
+Operations = list[Operation]
 
 
 class ResourceRequestStatusFilter(TypedDict, total=False):
-    Operations: Optional[Operations]
-    OperationStatuses: Optional[OperationStatuses]
+    Operations: Operations | None
+    OperationStatuses: OperationStatuses | None
 
 
 class ListResourceRequestsInput(ServiceRequest):
-    MaxResults: Optional[MaxResults]
-    NextToken: Optional[NextToken]
-    ResourceRequestStatusFilter: Optional[ResourceRequestStatusFilter]
+    MaxResults: MaxResults | None
+    NextToken: NextToken | None
+    ResourceRequestStatusFilter: ResourceRequestStatusFilter | None
 
 
-ResourceRequestStatusSummaries = List[ProgressEvent]
+ResourceRequestStatusSummaries = list[ProgressEvent]
 
 
 class ListResourceRequestsOutput(TypedDict, total=False):
-    ResourceRequestStatusSummaries: Optional[ResourceRequestStatusSummaries]
-    NextToken: Optional[NextToken]
+    ResourceRequestStatusSummaries: ResourceRequestStatusSummaries | None
+    NextToken: NextToken | None
 
 
 class ListResourcesInput(ServiceRequest):
     TypeName: TypeName
-    TypeVersionId: Optional[TypeVersionId]
-    RoleArn: Optional[RoleArn]
-    NextToken: Optional[HandlerNextToken]
-    MaxResults: Optional[MaxResults]
-    ResourceModel: Optional[Properties]
+    TypeVersionId: TypeVersionId | None
+    RoleArn: RoleArn | None
+    NextToken: HandlerNextToken | None
+    MaxResults: MaxResults | None
+    ResourceModel: Properties | None
 
 
-ResourceDescriptions = List[ResourceDescription]
+ResourceDescriptions = list[ResourceDescription]
 
 
 class ListResourcesOutput(TypedDict, total=False):
-    TypeName: Optional[TypeName]
-    ResourceDescriptions: Optional[ResourceDescriptions]
-    NextToken: Optional[HandlerNextToken]
+    TypeName: TypeName | None
+    ResourceDescriptions: ResourceDescriptions | None
+    NextToken: HandlerNextToken | None
 
 
 class UpdateResourceInput(ServiceRequest):
     TypeName: TypeName
-    TypeVersionId: Optional[TypeVersionId]
-    RoleArn: Optional[RoleArn]
-    ClientToken: Optional[ClientToken]
+    TypeVersionId: TypeVersionId | None
+    RoleArn: RoleArn | None
+    ClientToken: ClientToken | None
     Identifier: Identifier
     PatchDocument: PatchDocument
 
 
 class UpdateResourceOutput(TypedDict, total=False):
-    ProgressEvent: Optional[ProgressEvent]
+    ProgressEvent: ProgressEvent | None
 
 
 class CloudcontrolApi:
-    service = "cloudcontrol"
-    version = "2021-09-30"
+    service: str = "cloudcontrol"
+    version: str = "2021-09-30"
 
     @handler("CancelResourceRequest")
     def cancel_resource_request(
diff --git a/localstack-core/localstack/aws/api/cloudformation/__init__.py b/localstack-core/localstack/aws/api/cloudformation/__init__.py
index 8ae0eda2d9828..d03f61576e9f8 100644
--- a/localstack-core/localstack/aws/api/cloudformation/__init__.py
+++ b/localstack-core/localstack/aws/api/cloudformation/__init__.py
@@ -1,6 +1,6 @@
 from datetime import datetime
 from enum import StrEnum
-from typing import Dict, List, Optional, TypedDict
+from typing import TypedDict
 
 from localstack.aws.api import RequestContext, ServiceException, ServiceRequest, handler
 
@@ -900,17 +900,17 @@ class TypeNotFoundException(ServiceException):
 
 
 class AccountGateResult(TypedDict, total=False):
-    Status: Optional[AccountGateStatus]
-    StatusReason: Optional[AccountGateStatusReason]
+    Status: AccountGateStatus | None
+    StatusReason: AccountGateStatusReason | None
 
 
 class AccountLimit(TypedDict, total=False):
-    Name: Optional[LimitName]
-    Value: Optional[LimitValue]
+    Name: LimitName | None
+    Value: LimitValue | None
 
 
-AccountLimitList = List[AccountLimit]
-AccountList = List[Account]
+AccountLimitList = list[AccountLimit]
+AccountList = list[Account]
 
 
 class ActivateOrganizationsAccessInput(ServiceRequest):
@@ -930,46 +930,46 @@ class LoggingConfig(TypedDict, total=False):
 
 
 class ActivateTypeInput(ServiceRequest):
-    Type: Optional[ThirdPartyType]
-    PublicTypeArn: Optional[ThirdPartyTypeArn]
-    PublisherId: Optional[PublisherId]
-    TypeName: Optional[TypeName]
-    TypeNameAlias: Optional[TypeName]
-    AutoUpdate: Optional[AutoUpdate]
-    LoggingConfig: Optional[LoggingConfig]
-    ExecutionRoleArn: Optional[RoleArn]
-    VersionBump: Optional[VersionBump]
-    MajorVersion: Optional[MajorVersion]
+    Type: ThirdPartyType | None
+    PublicTypeArn: ThirdPartyTypeArn | None
+    PublisherId: PublisherId | None
+    TypeName: TypeName | None
+    TypeNameAlias: TypeName | None
+    AutoUpdate: AutoUpdate | None
+    LoggingConfig: LoggingConfig | None
+    ExecutionRoleArn: RoleArn | None
+    VersionBump: VersionBump | None
+    MajorVersion: MajorVersion | None
 
 
 class ActivateTypeOutput(TypedDict, total=False):
-    Arn: Optional[PrivateTypeArn]
+    Arn: PrivateTypeArn | None
 
 
-AllowedValues = List[AllowedValue]
+AllowedValues = list[AllowedValue]
 
 
 class AutoDeployment(TypedDict, total=False):
-    Enabled: Optional[AutoDeploymentNullable]
-    RetainStacksOnAccountRemoval: Optional[RetainStacksOnAccountRemovalNullable]
+    Enabled: AutoDeploymentNullable | None
+    RetainStacksOnAccountRemoval: RetainStacksOnAccountRemovalNullable | None
 
 
 class TypeConfigurationIdentifier(TypedDict, total=False):
-    TypeArn: Optional[TypeArn]
-    TypeConfigurationAlias: Optional[TypeConfigurationAlias]
-    TypeConfigurationArn: Optional[TypeConfigurationArn]
-    Type: Optional[ThirdPartyType]
-    TypeName: Optional[TypeName]
+    TypeArn: TypeArn | None
+    TypeConfigurationAlias: TypeConfigurationAlias | None
+    TypeConfigurationArn: TypeConfigurationArn | None
+    Type: ThirdPartyType | None
+    TypeName: TypeName | None
 
 
 class BatchDescribeTypeConfigurationsError(TypedDict, total=False):
-    ErrorCode: Optional[ErrorCode]
-    ErrorMessage: Optional[ErrorMessage]
-    TypeConfigurationIdentifier: Optional[TypeConfigurationIdentifier]
+    ErrorCode: ErrorCode | None
+    ErrorMessage: ErrorMessage | None
+    TypeConfigurationIdentifier: TypeConfigurationIdentifier | None
 
 
-BatchDescribeTypeConfigurationsErrors = List[BatchDescribeTypeConfigurationsError]
-TypeConfigurationIdentifiers = List[TypeConfigurationIdentifier]
+BatchDescribeTypeConfigurationsErrors = list[BatchDescribeTypeConfigurationsError]
+TypeConfigurationIdentifiers = list[TypeConfigurationIdentifier]
 
 
 class BatchDescribeTypeConfigurationsInput(ServiceRequest):
@@ -980,137 +980,137 @@ class BatchDescribeTypeConfigurationsInput(ServiceRequest):
 
 
 class TypeConfigurationDetails(TypedDict, total=False):
-    Arn: Optional[TypeConfigurationArn]
-    Alias: Optional[TypeConfigurationAlias]
-    Configuration: Optional[TypeConfiguration]
-    LastUpdated: Optional[Timestamp]
-    TypeArn: Optional[TypeArn]
-    TypeName: Optional[TypeName]
-    IsDefaultConfiguration: Optional[IsDefaultConfiguration]
+    Arn: TypeConfigurationArn | None
+    Alias: TypeConfigurationAlias | None
+    Configuration: TypeConfiguration | None
+    LastUpdated: Timestamp | None
+    TypeArn: TypeArn | None
+    TypeName: TypeName | None
+    IsDefaultConfiguration: IsDefaultConfiguration | None
 
 
-TypeConfigurationDetailsList = List[TypeConfigurationDetails]
-UnprocessedTypeConfigurations = List[TypeConfigurationIdentifier]
+TypeConfigurationDetailsList = list[TypeConfigurationDetails]
+UnprocessedTypeConfigurations = list[TypeConfigurationIdentifier]
 
 
 class BatchDescribeTypeConfigurationsOutput(TypedDict, total=False):
-    Errors: Optional[BatchDescribeTypeConfigurationsErrors]
-    UnprocessedTypeConfigurations: Optional[UnprocessedTypeConfigurations]
-    TypeConfigurations: Optional[TypeConfigurationDetailsList]
+    Errors: BatchDescribeTypeConfigurationsErrors | None
+    UnprocessedTypeConfigurations: UnprocessedTypeConfigurations | None
+    TypeConfigurations: TypeConfigurationDetailsList | None
 
 
 class CancelUpdateStackInput(ServiceRequest):
     StackName: StackName
-    ClientRequestToken: Optional[ClientRequestToken]
+    ClientRequestToken: ClientRequestToken | None
 
 
-Capabilities = List[Capability]
+Capabilities = list[Capability]
 
 
 class ModuleInfo(TypedDict, total=False):
-    TypeHierarchy: Optional[TypeHierarchy]
-    LogicalIdHierarchy: Optional[LogicalIdHierarchy]
+    TypeHierarchy: TypeHierarchy | None
+    LogicalIdHierarchy: LogicalIdHierarchy | None
 
 
 class ResourceTargetDefinition(TypedDict, total=False):
-    Attribute: Optional[ResourceAttribute]
-    Name: Optional[PropertyName]
-    RequiresRecreation: Optional[RequiresRecreation]
-    Path: Optional[ResourcePropertyPath]
-    BeforeValue: Optional[BeforeValue]
-    AfterValue: Optional[AfterValue]
-    AttributeChangeType: Optional[AttributeChangeType]
+    Attribute: ResourceAttribute | None
+    Name: PropertyName | None
+    RequiresRecreation: RequiresRecreation | None
+    Path: ResourcePropertyPath | None
+    BeforeValue: BeforeValue | None
+    AfterValue: AfterValue | None
+    AttributeChangeType: AttributeChangeType | None
 
 
 class ResourceChangeDetail(TypedDict, total=False):
-    Target: Optional[ResourceTargetDefinition]
-    Evaluation: Optional[EvaluationType]
-    ChangeSource: Optional[ChangeSource]
-    CausingEntity: Optional[CausingEntity]
+    Target: ResourceTargetDefinition | None
+    Evaluation: EvaluationType | None
+    ChangeSource: ChangeSource | None
+    CausingEntity: CausingEntity | None
 
 
-ResourceChangeDetails = List[ResourceChangeDetail]
-Scope = List[ResourceAttribute]
+ResourceChangeDetails = list[ResourceChangeDetail]
+Scope = list[ResourceAttribute]
 
 
 class ResourceChange(TypedDict, total=False):
-    PolicyAction: Optional[PolicyAction]
-    Action: Optional[ChangeAction]
-    LogicalResourceId: Optional[LogicalResourceId]
-    PhysicalResourceId: Optional[PhysicalResourceId]
-    ResourceType: Optional[ResourceType]
-    Replacement: Optional[Replacement]
-    Scope: Optional[Scope]
-    Details: Optional[ResourceChangeDetails]
-    ChangeSetId: Optional[ChangeSetId]
-    ModuleInfo: Optional[ModuleInfo]
-    BeforeContext: Optional[BeforeContext]
-    AfterContext: Optional[AfterContext]
+    PolicyAction: PolicyAction | None
+    Action: ChangeAction | None
+    LogicalResourceId: LogicalResourceId | None
+    PhysicalResourceId: PhysicalResourceId | None
+    ResourceType: ResourceType | None
+    Replacement: Replacement | None
+    Scope: Scope | None
+    Details: ResourceChangeDetails | None
+    ChangeSetId: ChangeSetId | None
+    ModuleInfo: ModuleInfo | None
+    BeforeContext: BeforeContext | None
+    AfterContext: AfterContext | None
 
 
 class Change(TypedDict, total=False):
-    Type: Optional[ChangeType]
-    HookInvocationCount: Optional[HookInvocationCount]
-    ResourceChange: Optional[ResourceChange]
+    Type: ChangeType | None
+    HookInvocationCount: HookInvocationCount | None
+    ResourceChange: ResourceChange | None
 
 
 class ChangeSetHookResourceTargetDetails(TypedDict, total=False):
-    LogicalResourceId: Optional[LogicalResourceId]
-    ResourceType: Optional[HookTargetTypeName]
-    ResourceAction: Optional[ChangeAction]
+    LogicalResourceId: LogicalResourceId | None
+    ResourceType: HookTargetTypeName | None
+    ResourceAction: ChangeAction | None
 
 
 class ChangeSetHookTargetDetails(TypedDict, total=False):
-    TargetType: Optional[HookTargetType]
-    ResourceTargetDetails: Optional[ChangeSetHookResourceTargetDetails]
+    TargetType: HookTargetType | None
+    ResourceTargetDetails: ChangeSetHookResourceTargetDetails | None
 
 
 class ChangeSetHook(TypedDict, total=False):
-    InvocationPoint: Optional[HookInvocationPoint]
-    FailureMode: Optional[HookFailureMode]
-    TypeName: Optional[HookTypeName]
-    TypeVersionId: Optional[HookTypeVersionId]
-    TypeConfigurationVersionId: Optional[HookTypeConfigurationVersionId]
-    TargetDetails: Optional[ChangeSetHookTargetDetails]
+    InvocationPoint: HookInvocationPoint | None
+    FailureMode: HookFailureMode | None
+    TypeName: HookTypeName | None
+    TypeVersionId: HookTypeVersionId | None
+    TypeConfigurationVersionId: HookTypeConfigurationVersionId | None
+    TargetDetails: ChangeSetHookTargetDetails | None
 
 
-ChangeSetHooks = List[ChangeSetHook]
+ChangeSetHooks = list[ChangeSetHook]
 CreationTime = datetime
 
 
 class ChangeSetSummary(TypedDict, total=False):
-    StackId: Optional[StackId]
-    StackName: Optional[StackName]
-    ChangeSetId: Optional[ChangeSetId]
-    ChangeSetName: Optional[ChangeSetName]
-    ExecutionStatus: Optional[ExecutionStatus]
-    Status: Optional[ChangeSetStatus]
-    StatusReason: Optional[ChangeSetStatusReason]
-    CreationTime: Optional[CreationTime]
-    Description: Optional[Description]
-    IncludeNestedStacks: Optional[IncludeNestedStacks]
-    ParentChangeSetId: Optional[ChangeSetId]
-    RootChangeSetId: Optional[ChangeSetId]
-    ImportExistingResources: Optional[ImportExistingResources]
-
-
-ChangeSetSummaries = List[ChangeSetSummary]
-Changes = List[Change]
-ResourcesToSkip = List[ResourceToSkip]
+    StackId: StackId | None
+    StackName: StackName | None
+    ChangeSetId: ChangeSetId | None
+    ChangeSetName: ChangeSetName | None
+    ExecutionStatus: ExecutionStatus | None
+    Status: ChangeSetStatus | None
+    StatusReason: ChangeSetStatusReason | None
+    CreationTime: CreationTime | None
+    Description: Description | None
+    IncludeNestedStacks: IncludeNestedStacks | None
+    ParentChangeSetId: ChangeSetId | None
+    RootChangeSetId: ChangeSetId | None
+    ImportExistingResources: ImportExistingResources | None
+
+
+ChangeSetSummaries = list[ChangeSetSummary]
+Changes = list[Change]
+ResourcesToSkip = list[ResourceToSkip]
 
 
 class ContinueUpdateRollbackInput(ServiceRequest):
     StackName: StackNameOrId
-    RoleARN: Optional[RoleARN]
-    ResourcesToSkip: Optional[ResourcesToSkip]
-    ClientRequestToken: Optional[ClientRequestToken]
+    RoleARN: RoleARN | None
+    ResourcesToSkip: ResourcesToSkip | None
+    ClientRequestToken: ClientRequestToken | None
 
 
 class ContinueUpdateRollbackOutput(TypedDict, total=False):
     pass
 
 
-ResourceIdentifierProperties = Dict[ResourceIdentifierPropertyKey, ResourceIdentifierPropertyValue]
+ResourceIdentifierProperties = dict[ResourceIdentifierPropertyKey, ResourceIdentifierPropertyValue]
 
 
 class ResourceToImport(TypedDict, total=False):
@@ -1119,7 +1119,7 @@ class ResourceToImport(TypedDict, total=False):
     ResourceIdentifier: ResourceIdentifierProperties
 
 
-ResourcesToImport = List[ResourceToImport]
+ResourcesToImport = list[ResourceToImport]
 
 
 class Tag(TypedDict, total=False):
@@ -1127,8 +1127,8 @@ class Tag(TypedDict, total=False):
     Value: TagValue
 
 
-Tags = List[Tag]
-NotificationARNs = List[NotificationARN]
+Tags = list[Tag]
+NotificationARNs = list[NotificationARN]
 
 
 class RollbackTrigger(TypedDict, total=False):
@@ -1136,149 +1136,149 @@ class RollbackTrigger(TypedDict, total=False):
     Type: Type
 
 
-RollbackTriggers = List[RollbackTrigger]
+RollbackTriggers = list[RollbackTrigger]
 
 
 class RollbackConfiguration(TypedDict, total=False):
-    RollbackTriggers: Optional[RollbackTriggers]
-    MonitoringTimeInMinutes: Optional[MonitoringTimeInMinutes]
+    RollbackTriggers: RollbackTriggers | None
+    MonitoringTimeInMinutes: MonitoringTimeInMinutes | None
 
 
-ResourceTypes = List[ResourceType]
+ResourceTypes = list[ResourceType]
 
 
 class Parameter(TypedDict, total=False):
-    ParameterKey: Optional[ParameterKey]
-    ParameterValue: Optional[ParameterValue]
-    UsePreviousValue: Optional[UsePreviousValue]
-    ResolvedValue: Optional[ParameterValue]
+    ParameterKey: ParameterKey | None
+    ParameterValue: ParameterValue | None
+    UsePreviousValue: UsePreviousValue | None
+    ResolvedValue: ParameterValue | None
 
 
-Parameters = List[Parameter]
+Parameters = list[Parameter]
 
 
 class CreateChangeSetInput(ServiceRequest):
     StackName: StackNameOrId
-    TemplateBody: Optional[TemplateBody]
-    TemplateURL: Optional[TemplateURL]
-    UsePreviousTemplate: Optional[UsePreviousTemplate]
-    Parameters: Optional[Parameters]
-    Capabilities: Optional[Capabilities]
-    ResourceTypes: Optional[ResourceTypes]
-    RoleARN: Optional[RoleARN]
-    RollbackConfiguration: Optional[RollbackConfiguration]
-    NotificationARNs: Optional[NotificationARNs]
-    Tags: Optional[Tags]
+    TemplateBody: TemplateBody | None
+    TemplateURL: TemplateURL | None
+    UsePreviousTemplate: UsePreviousTemplate | None
+    Parameters: Parameters | None
+    Capabilities: Capabilities | None
+    ResourceTypes: ResourceTypes | None
+    RoleARN: RoleARN | None
+    RollbackConfiguration: RollbackConfiguration | None
+    NotificationARNs: NotificationARNs | None
+    Tags: Tags | None
     ChangeSetName: ChangeSetName
-    ClientToken: Optional[ClientToken]
-    Description: Optional[Description]
-    ChangeSetType: Optional[ChangeSetType]
-    ResourcesToImport: Optional[ResourcesToImport]
-    IncludeNestedStacks: Optional[IncludeNestedStacks]
-    OnStackFailure: Optional[OnStackFailure]
-    ImportExistingResources: Optional[ImportExistingResources]
+    ClientToken: ClientToken | None
+    Description: Description | None
+    ChangeSetType: ChangeSetType | None
+    ResourcesToImport: ResourcesToImport | None
+    IncludeNestedStacks: IncludeNestedStacks | None
+    OnStackFailure: OnStackFailure | None
+    ImportExistingResources: ImportExistingResources | None
 
 
 class CreateChangeSetOutput(TypedDict, total=False):
-    Id: Optional[ChangeSetId]
-    StackId: Optional[StackId]
+    Id: ChangeSetId | None
+    StackId: StackId | None
 
 
 class TemplateConfiguration(TypedDict, total=False):
-    DeletionPolicy: Optional[GeneratedTemplateDeletionPolicy]
-    UpdateReplacePolicy: Optional[GeneratedTemplateUpdateReplacePolicy]
+    DeletionPolicy: GeneratedTemplateDeletionPolicy | None
+    UpdateReplacePolicy: GeneratedTemplateUpdateReplacePolicy | None
 
 
 class ResourceDefinition(TypedDict, total=False):
     ResourceType: ResourceType
-    LogicalResourceId: Optional[LogicalResourceId]
+    LogicalResourceId: LogicalResourceId | None
     ResourceIdentifier: ResourceIdentifierProperties
 
 
-ResourceDefinitions = List[ResourceDefinition]
+ResourceDefinitions = list[ResourceDefinition]
 
 
 class CreateGeneratedTemplateInput(ServiceRequest):
-    Resources: Optional[ResourceDefinitions]
+    Resources: ResourceDefinitions | None
     GeneratedTemplateName: GeneratedTemplateName
-    StackName: Optional[StackName]
-    TemplateConfiguration: Optional[TemplateConfiguration]
+    StackName: StackName | None
+    TemplateConfiguration: TemplateConfiguration | None
 
 
 class CreateGeneratedTemplateOutput(TypedDict, total=False):
-    GeneratedTemplateId: Optional[GeneratedTemplateId]
+    GeneratedTemplateId: GeneratedTemplateId | None
 
 
 class CreateStackInput(ServiceRequest):
     StackName: StackName
-    TemplateBody: Optional[TemplateBody]
-    TemplateURL: Optional[TemplateURL]
-    Parameters: Optional[Parameters]
-    DisableRollback: Optional[DisableRollback]
-    RollbackConfiguration: Optional[RollbackConfiguration]
-    TimeoutInMinutes: Optional[TimeoutMinutes]
-    NotificationARNs: Optional[NotificationARNs]
-    Capabilities: Optional[Capabilities]
-    ResourceTypes: Optional[ResourceTypes]
-    RoleARN: Optional[RoleARN]
-    OnFailure: Optional[OnFailure]
-    StackPolicyBody: Optional[StackPolicyBody]
-    StackPolicyURL: Optional[StackPolicyURL]
-    Tags: Optional[Tags]
-    ClientRequestToken: Optional[ClientRequestToken]
-    EnableTerminationProtection: Optional[EnableTerminationProtection]
-    RetainExceptOnCreate: Optional[RetainExceptOnCreate]
-
-
-RegionList = List[Region]
+    TemplateBody: TemplateBody | None
+    TemplateURL: TemplateURL | None
+    Parameters: Parameters | None
+    DisableRollback: DisableRollback | None
+    RollbackConfiguration: RollbackConfiguration | None
+    TimeoutInMinutes: TimeoutMinutes | None
+    NotificationARNs: NotificationARNs | None
+    Capabilities: Capabilities | None
+    ResourceTypes: ResourceTypes | None
+    RoleARN: RoleARN | None
+    OnFailure: OnFailure | None
+    StackPolicyBody: StackPolicyBody | None
+    StackPolicyURL: StackPolicyURL | None
+    Tags: Tags | None
+    ClientRequestToken: ClientRequestToken | None
+    EnableTerminationProtection: EnableTerminationProtection | None
+    RetainExceptOnCreate: RetainExceptOnCreate | None
+
+
+RegionList = list[Region]
 
 
 class StackSetOperationPreferences(TypedDict, total=False):
-    RegionConcurrencyType: Optional[RegionConcurrencyType]
-    RegionOrder: Optional[RegionList]
-    FailureToleranceCount: Optional[FailureToleranceCount]
-    FailureTolerancePercentage: Optional[FailureTolerancePercentage]
-    MaxConcurrentCount: Optional[MaxConcurrentCount]
-    MaxConcurrentPercentage: Optional[MaxConcurrentPercentage]
-    ConcurrencyMode: Optional[ConcurrencyMode]
+    RegionConcurrencyType: RegionConcurrencyType | None
+    RegionOrder: RegionList | None
+    FailureToleranceCount: FailureToleranceCount | None
+    FailureTolerancePercentage: FailureTolerancePercentage | None
+    MaxConcurrentCount: MaxConcurrentCount | None
+    MaxConcurrentPercentage: MaxConcurrentPercentage | None
+    ConcurrencyMode: ConcurrencyMode | None
 
 
-OrganizationalUnitIdList = List[OrganizationalUnitId]
+OrganizationalUnitIdList = list[OrganizationalUnitId]
 
 
 class DeploymentTargets(TypedDict, total=False):
-    Accounts: Optional[AccountList]
-    AccountsUrl: Optional[AccountsUrl]
-    OrganizationalUnitIds: Optional[OrganizationalUnitIdList]
-    AccountFilterType: Optional[AccountFilterType]
+    Accounts: AccountList | None
+    AccountsUrl: AccountsUrl | None
+    OrganizationalUnitIds: OrganizationalUnitIdList | None
+    AccountFilterType: AccountFilterType | None
 
 
 class CreateStackInstancesInput(ServiceRequest):
     StackSetName: StackSetName
-    Accounts: Optional[AccountList]
-    DeploymentTargets: Optional[DeploymentTargets]
+    Accounts: AccountList | None
+    DeploymentTargets: DeploymentTargets | None
     Regions: RegionList
-    ParameterOverrides: Optional[Parameters]
-    OperationPreferences: Optional[StackSetOperationPreferences]
-    OperationId: Optional[ClientRequestToken]
-    CallAs: Optional[CallAs]
+    ParameterOverrides: Parameters | None
+    OperationPreferences: StackSetOperationPreferences | None
+    OperationId: ClientRequestToken | None
+    CallAs: CallAs | None
 
 
 class CreateStackInstancesOutput(TypedDict, total=False):
-    OperationId: Optional[ClientRequestToken]
+    OperationId: ClientRequestToken | None
 
 
 class CreateStackOutput(TypedDict, total=False):
-    StackId: Optional[StackId]
+    StackId: StackId | None
 
 
 class StackDefinition(TypedDict, total=False):
-    StackName: Optional[StackName]
-    TemplateBody: Optional[TemplateBody]
-    TemplateURL: Optional[TemplateURL]
+    StackName: StackName | None
+    TemplateBody: TemplateBody | None
+    TemplateURL: TemplateURL | None
 
 
-StackDefinitions = List[StackDefinition]
+StackDefinitions = list[StackDefinition]
 
 
 class ResourceLocation(TypedDict, total=False):
@@ -1291,13 +1291,13 @@ class ResourceMapping(TypedDict, total=False):
     Destination: ResourceLocation
 
 
-ResourceMappings = List[ResourceMapping]
+ResourceMappings = list[ResourceMapping]
 
 
 class CreateStackRefactorInput(ServiceRequest):
-    Description: Optional[Description]
-    EnableStackCreation: Optional[EnableStackCreation]
-    ResourceMappings: Optional[ResourceMappings]
+    Description: Description | None
+    EnableStackCreation: EnableStackCreation | None
+    ResourceMappings: ResourceMappings | None
     StackDefinitions: StackDefinitions
 
 
@@ -1306,29 +1306,29 @@ class CreateStackRefactorOutput(TypedDict, total=False):
 
 
 class ManagedExecution(TypedDict, total=False):
-    Active: Optional[ManagedExecutionNullable]
+    Active: ManagedExecutionNullable | None
 
 
 class CreateStackSetInput(ServiceRequest):
     StackSetName: StackSetName
-    Description: Optional[Description]
-    TemplateBody: Optional[TemplateBody]
-    TemplateURL: Optional[TemplateURL]
-    StackId: Optional[StackId]
-    Parameters: Optional[Parameters]
-    Capabilities: Optional[Capabilities]
-    Tags: Optional[Tags]
-    AdministrationRoleARN: Optional[RoleARN]
-    ExecutionRoleName: Optional[ExecutionRoleName]
-    PermissionModel: Optional[PermissionModels]
-    AutoDeployment: Optional[AutoDeployment]
-    CallAs: Optional[CallAs]
-    ClientRequestToken: Optional[ClientRequestToken]
-    ManagedExecution: Optional[ManagedExecution]
+    Description: Description | None
+    TemplateBody: TemplateBody | None
+    TemplateURL: TemplateURL | None
+    StackId: StackId | None
+    Parameters: Parameters | None
+    Capabilities: Capabilities | None
+    Tags: Tags | None
+    AdministrationRoleARN: RoleARN | None
+    ExecutionRoleName: ExecutionRoleName | None
+    PermissionModel: PermissionModels | None
+    AutoDeployment: AutoDeployment | None
+    CallAs: CallAs | None
+    ClientRequestToken: ClientRequestToken | None
+    ManagedExecution: ManagedExecution | None
 
 
 class CreateStackSetOutput(TypedDict, total=False):
-    StackSetId: Optional[StackSetId]
+    StackSetId: StackSetId | None
 
 
 class DeactivateOrganizationsAccessInput(ServiceRequest):
@@ -1340,9 +1340,9 @@ class DeactivateOrganizationsAccessOutput(TypedDict, total=False):
 
 
 class DeactivateTypeInput(ServiceRequest):
-    TypeName: Optional[TypeName]
-    Type: Optional[ThirdPartyType]
-    Arn: Optional[PrivateTypeArn]
+    TypeName: TypeName | None
+    Type: ThirdPartyType | None
+    Arn: PrivateTypeArn | None
 
 
 class DeactivateTypeOutput(TypedDict, total=False):
@@ -1351,7 +1351,7 @@ class DeactivateTypeOutput(TypedDict, total=False):
 
 class DeleteChangeSetInput(ServiceRequest):
     ChangeSetName: ChangeSetNameOrId
-    StackName: Optional[StackNameOrId]
+    StackName: StackNameOrId | None
 
 
 class DeleteChangeSetOutput(TypedDict, total=False):
@@ -1362,35 +1362,35 @@ class DeleteGeneratedTemplateInput(ServiceRequest):
     GeneratedTemplateName: GeneratedTemplateName
 
 
-RetainResources = List[LogicalResourceId]
+RetainResources = list[LogicalResourceId]
 
 
 class DeleteStackInput(ServiceRequest):
     StackName: StackName
-    RetainResources: Optional[RetainResources]
-    RoleARN: Optional[RoleARN]
-    ClientRequestToken: Optional[ClientRequestToken]
-    DeletionMode: Optional[DeletionMode]
+    RetainResources: RetainResources | None
+    RoleARN: RoleARN | None
+    ClientRequestToken: ClientRequestToken | None
+    DeletionMode: DeletionMode | None
 
 
 class DeleteStackInstancesInput(ServiceRequest):
     StackSetName: StackSetName
-    Accounts: Optional[AccountList]
-    DeploymentTargets: Optional[DeploymentTargets]
+    Accounts: AccountList | None
+    DeploymentTargets: DeploymentTargets | None
     Regions: RegionList
-    OperationPreferences: Optional[StackSetOperationPreferences]
+    OperationPreferences: StackSetOperationPreferences | None
     RetainStacks: RetainStacks
-    OperationId: Optional[ClientRequestToken]
-    CallAs: Optional[CallAs]
+    OperationId: ClientRequestToken | None
+    CallAs: CallAs | None
 
 
 class DeleteStackInstancesOutput(TypedDict, total=False):
-    OperationId: Optional[ClientRequestToken]
+    OperationId: ClientRequestToken | None
 
 
 class DeleteStackSetInput(ServiceRequest):
     StackSetName: StackSetName
-    CallAs: Optional[CallAs]
+    CallAs: CallAs | None
 
 
 class DeleteStackSetOutput(TypedDict, total=False):
@@ -1401,10 +1401,10 @@ class DeleteStackSetOutput(TypedDict, total=False):
 
 
 class DeregisterTypeInput(ServiceRequest):
-    Arn: Optional[PrivateTypeArn]
-    Type: Optional[RegistryType]
-    TypeName: Optional[TypeName]
-    VersionId: Optional[TypeVersionId]
+    Arn: PrivateTypeArn | None
+    Type: RegistryType | None
+    TypeName: TypeName | None
+    VersionId: TypeVersionId | None
 
 
 class DeregisterTypeOutput(TypedDict, total=False):
@@ -1412,60 +1412,60 @@ class DeregisterTypeOutput(TypedDict, total=False):
 
 
 class DescribeAccountLimitsInput(ServiceRequest):
-    NextToken: Optional[NextToken]
+    NextToken: NextToken | None
 
 
 class DescribeAccountLimitsOutput(TypedDict, total=False):
-    AccountLimits: Optional[AccountLimitList]
-    NextToken: Optional[NextToken]
+    AccountLimits: AccountLimitList | None
+    NextToken: NextToken | None
 
 
 class DescribeChangeSetHooksInput(ServiceRequest):
     ChangeSetName: ChangeSetNameOrId
-    StackName: Optional[StackNameOrId]
-    NextToken: Optional[NextToken]
-    LogicalResourceId: Optional[LogicalResourceId]
+    StackName: StackNameOrId | None
+    NextToken: NextToken | None
+    LogicalResourceId: LogicalResourceId | None
 
 
 class DescribeChangeSetHooksOutput(TypedDict, total=False):
-    ChangeSetId: Optional[ChangeSetId]
-    ChangeSetName: Optional[ChangeSetName]
-    Hooks: Optional[ChangeSetHooks]
-    Status: Optional[ChangeSetHooksStatus]
-    NextToken: Optional[NextToken]
-    StackId: Optional[StackId]
-    StackName: Optional[StackName]
+    ChangeSetId: ChangeSetId | None
+    ChangeSetName: ChangeSetName | None
+    Hooks: ChangeSetHooks | None
+    Status: ChangeSetHooksStatus | None
+    NextToken: NextToken | None
+    StackId: StackId | None
+    StackName: StackName | None
 
 
 class DescribeChangeSetInput(ServiceRequest):
     ChangeSetName: ChangeSetNameOrId
-    StackName: Optional[StackNameOrId]
-    NextToken: Optional[NextToken]
-    IncludePropertyValues: Optional[IncludePropertyValues]
+    StackName: StackNameOrId | None
+    NextToken: NextToken | None
+    IncludePropertyValues: IncludePropertyValues | None
 
 
 class DescribeChangeSetOutput(TypedDict, total=False):
-    ChangeSetName: Optional[ChangeSetName]
-    ChangeSetId: Optional[ChangeSetId]
-    StackId: Optional[StackId]
-    StackName: Optional[StackName]
-    Description: Optional[Description]
-    Parameters: Optional[Parameters]
-    CreationTime: Optional[CreationTime]
-    ExecutionStatus: Optional[ExecutionStatus]
-    Status: Optional[ChangeSetStatus]
-    StatusReason: Optional[ChangeSetStatusReason]
-    NotificationARNs: Optional[NotificationARNs]
-    RollbackConfiguration: Optional[RollbackConfiguration]
-    Capabilities: Optional[Capabilities]
-    Tags: Optional[Tags]
-    Changes: Optional[Changes]
-    NextToken: Optional[NextToken]
-    IncludeNestedStacks: Optional[IncludeNestedStacks]
-    ParentChangeSetId: Optional[ChangeSetId]
-    RootChangeSetId: Optional[ChangeSetId]
-    OnStackFailure: Optional[OnStackFailure]
-    ImportExistingResources: Optional[ImportExistingResources]
+    ChangeSetName: ChangeSetName | None
+    ChangeSetId: ChangeSetId | None
+    StackId: StackId | None
+    StackName: StackName | None
+    Description: Description | None
+    Parameters: Parameters | None
+    CreationTime: CreationTime | None
+    ExecutionStatus: ExecutionStatus | None
+    Status: ChangeSetStatus | None
+    StatusReason: ChangeSetStatusReason | None
+    NotificationARNs: NotificationARNs | None
+    RollbackConfiguration: RollbackConfiguration | None
+    Capabilities: Capabilities | None
+    Tags: Tags | None
+    Changes: Changes | None
+    NextToken: NextToken | None
+    IncludeNestedStacks: IncludeNestedStacks | None
+    ParentChangeSetId: ChangeSetId | None
+    RootChangeSetId: ChangeSetId | None
+    OnStackFailure: OnStackFailure | None
+    ImportExistingResources: ImportExistingResources | None
 
 
 class DescribeGeneratedTemplateInput(ServiceRequest):
@@ -1473,102 +1473,102 @@ class DescribeGeneratedTemplateInput(ServiceRequest):
 
 
 class TemplateProgress(TypedDict, total=False):
-    ResourcesSucceeded: Optional[ResourcesSucceeded]
-    ResourcesFailed: Optional[ResourcesFailed]
-    ResourcesProcessing: Optional[ResourcesProcessing]
-    ResourcesPending: Optional[ResourcesPending]
+    ResourcesSucceeded: ResourcesSucceeded | None
+    ResourcesFailed: ResourcesFailed | None
+    ResourcesProcessing: ResourcesProcessing | None
+    ResourcesPending: ResourcesPending | None
 
 
 LastUpdatedTime = datetime
 
 
 class WarningProperty(TypedDict, total=False):
-    PropertyPath: Optional[PropertyPath]
-    Required: Optional[RequiredProperty]
-    Description: Optional[PropertyDescription]
+    PropertyPath: PropertyPath | None
+    Required: RequiredProperty | None
+    Description: PropertyDescription | None
 
 
-WarningProperties = List[WarningProperty]
+WarningProperties = list[WarningProperty]
 
 
 class WarningDetail(TypedDict, total=False):
-    Type: Optional[WarningType]
-    Properties: Optional[WarningProperties]
+    Type: WarningType | None
+    Properties: WarningProperties | None
 
 
-WarningDetails = List[WarningDetail]
+WarningDetails = list[WarningDetail]
 
 
 class ResourceDetail(TypedDict, total=False):
-    ResourceType: Optional[ResourceType]
-    LogicalResourceId: Optional[LogicalResourceId]
-    ResourceIdentifier: Optional[ResourceIdentifierProperties]
-    ResourceStatus: Optional[GeneratedTemplateResourceStatus]
-    ResourceStatusReason: Optional[ResourceStatusReason]
-    Warnings: Optional[WarningDetails]
+    ResourceType: ResourceType | None
+    LogicalResourceId: LogicalResourceId | None
+    ResourceIdentifier: ResourceIdentifierProperties | None
+    ResourceStatus: GeneratedTemplateResourceStatus | None
+    ResourceStatusReason: ResourceStatusReason | None
+    Warnings: WarningDetails | None
 
 
-ResourceDetails = List[ResourceDetail]
+ResourceDetails = list[ResourceDetail]
 
 
 class DescribeGeneratedTemplateOutput(TypedDict, total=False):
-    GeneratedTemplateId: Optional[GeneratedTemplateId]
-    GeneratedTemplateName: Optional[GeneratedTemplateName]
-    Resources: Optional[ResourceDetails]
-    Status: Optional[GeneratedTemplateStatus]
-    StatusReason: Optional[TemplateStatusReason]
-    CreationTime: Optional[CreationTime]
-    LastUpdatedTime: Optional[LastUpdatedTime]
-    Progress: Optional[TemplateProgress]
-    StackId: Optional[StackId]
-    TemplateConfiguration: Optional[TemplateConfiguration]
-    TotalWarnings: Optional[TotalWarnings]
+    GeneratedTemplateId: GeneratedTemplateId | None
+    GeneratedTemplateName: GeneratedTemplateName | None
+    Resources: ResourceDetails | None
+    Status: GeneratedTemplateStatus | None
+    StatusReason: TemplateStatusReason | None
+    CreationTime: CreationTime | None
+    LastUpdatedTime: LastUpdatedTime | None
+    Progress: TemplateProgress | None
+    StackId: StackId | None
+    TemplateConfiguration: TemplateConfiguration | None
+    TotalWarnings: TotalWarnings | None
 
 
 class DescribeOrganizationsAccessInput(ServiceRequest):
-    CallAs: Optional[CallAs]
+    CallAs: CallAs | None
 
 
 class DescribeOrganizationsAccessOutput(TypedDict, total=False):
-    Status: Optional[OrganizationStatus]
+    Status: OrganizationStatus | None
 
 
 class DescribePublisherInput(ServiceRequest):
-    PublisherId: Optional[PublisherId]
+    PublisherId: PublisherId | None
 
 
 class DescribePublisherOutput(TypedDict, total=False):
-    PublisherId: Optional[PublisherId]
-    PublisherStatus: Optional[PublisherStatus]
-    IdentityProvider: Optional[IdentityProvider]
-    PublisherProfile: Optional[PublisherProfile]
+    PublisherId: PublisherId | None
+    PublisherStatus: PublisherStatus | None
+    IdentityProvider: IdentityProvider | None
+    PublisherProfile: PublisherProfile | None
 
 
 class DescribeResourceScanInput(ServiceRequest):
     ResourceScanId: ResourceScanId
 
 
-ResourceTypeFilters = List[ResourceTypeFilter]
+ResourceTypeFilters = list[ResourceTypeFilter]
 
 
 class ScanFilter(TypedDict, total=False):
-    Types: Optional[ResourceTypeFilters]
+    Types: ResourceTypeFilters | None
 
 
-ScanFilters = List[ScanFilter]
+ScanFilters = list[ScanFilter]
 
 
 class DescribeResourceScanOutput(TypedDict, total=False):
-    ResourceScanId: Optional[ResourceScanId]
-    Status: Optional[ResourceScanStatus]
-    StatusReason: Optional[ResourceScanStatusReason]
-    StartTime: Optional[Timestamp]
-    EndTime: Optional[Timestamp]
-    PercentageCompleted: Optional[PercentageCompleted]
-    ResourceTypes: Optional[ResourceTypes]
-    ResourcesScanned: Optional[ResourcesScanned]
-    ResourcesRead: Optional[ResourcesRead]
-    ScanFilters: Optional[ScanFilters]
+    ResourceScanId: ResourceScanId | None
+    Status: ResourceScanStatus | None
+    StatusReason: ResourceScanStatusReason | None
+    StartTime: Timestamp | None
+    EndTime: Timestamp | None
+    PercentageCompleted: PercentageCompleted | None
+    ResourceTypes: ResourceTypes | None
+    ResourcesScanned: ResourcesScanned | None
+    ResourcesRead: ResourcesRead | None
+    ScanFilters: ScanFilters | None
 
 
 class DescribeStackDriftDetectionStatusInput(ServiceRequest):
@@ -1578,102 +1578,102 @@ class DescribeStackDriftDetectionStatusInput(ServiceRequest):
 class DescribeStackDriftDetectionStatusOutput(TypedDict, total=False):
     StackId: StackId
     StackDriftDetectionId: StackDriftDetectionId
-    StackDriftStatus: Optional[StackDriftStatus]
+    StackDriftStatus: StackDriftStatus | None
     DetectionStatus: StackDriftDetectionStatus
-    DetectionStatusReason: Optional[StackDriftDetectionStatusReason]
-    DriftedStackResourceCount: Optional[BoxedInteger]
+    DetectionStatusReason: StackDriftDetectionStatusReason | None
+    DriftedStackResourceCount: BoxedInteger | None
     Timestamp: Timestamp
 
 
 class DescribeStackEventsInput(ServiceRequest):
-    StackName: Optional[StackName]
-    NextToken: Optional[NextToken]
+    StackName: StackName | None
+    NextToken: NextToken | None
 
 
 class StackEvent(TypedDict, total=False):
     StackId: StackId
     EventId: EventId
     StackName: StackName
-    LogicalResourceId: Optional[LogicalResourceId]
-    PhysicalResourceId: Optional[PhysicalResourceId]
-    ResourceType: Optional[ResourceType]
+    LogicalResourceId: LogicalResourceId | None
+    PhysicalResourceId: PhysicalResourceId | None
+    ResourceType: ResourceType | None
     Timestamp: Timestamp
-    ResourceStatus: Optional[ResourceStatus]
-    ResourceStatusReason: Optional[ResourceStatusReason]
-    ResourceProperties: Optional[ResourceProperties]
-    ClientRequestToken: Optional[ClientRequestToken]
-    HookType: Optional[HookType]
-    HookStatus: Optional[HookStatus]
-    HookStatusReason: Optional[HookStatusReason]
-    HookInvocationPoint: Optional[HookInvocationPoint]
-    HookInvocationId: Optional[HookInvocationId]
-    HookFailureMode: Optional[HookFailureMode]
-    DetailedStatus: Optional[DetailedStatus]
+    ResourceStatus: ResourceStatus | None
+    ResourceStatusReason: ResourceStatusReason | None
+    ResourceProperties: ResourceProperties | None
+    ClientRequestToken: ClientRequestToken | None
+    HookType: HookType | None
+    HookStatus: HookStatus | None
+    HookStatusReason: HookStatusReason | None
+    HookInvocationPoint: HookInvocationPoint | None
+    HookInvocationId: HookInvocationId | None
+    HookFailureMode: HookFailureMode | None
+    DetailedStatus: DetailedStatus | None
 
 
-StackEvents = List[StackEvent]
+StackEvents = list[StackEvent]
 
 
 class DescribeStackEventsOutput(TypedDict, total=False):
-    StackEvents: Optional[StackEvents]
-    NextToken: Optional[NextToken]
+    StackEvents: StackEvents | None
+    NextToken: NextToken | None
 
 
 class DescribeStackInstanceInput(ServiceRequest):
     StackSetName: StackSetName
     StackInstanceAccount: Account
     StackInstanceRegion: Region
-    CallAs: Optional[CallAs]
+    CallAs: CallAs | None
 
 
 class StackInstanceComprehensiveStatus(TypedDict, total=False):
-    DetailedStatus: Optional[StackInstanceDetailedStatus]
+    DetailedStatus: StackInstanceDetailedStatus | None
 
 
 class StackInstance(TypedDict, total=False):
-    StackSetId: Optional[StackSetId]
-    Region: Optional[Region]
-    Account: Optional[Account]
-    StackId: Optional[StackId]
-    ParameterOverrides: Optional[Parameters]
-    Status: Optional[StackInstanceStatus]
-    StackInstanceStatus: Optional[StackInstanceComprehensiveStatus]
-    StatusReason: Optional[Reason]
-    OrganizationalUnitId: Optional[OrganizationalUnitId]
-    DriftStatus: Optional[StackDriftStatus]
-    LastDriftCheckTimestamp: Optional[Timestamp]
-    LastOperationId: Optional[ClientRequestToken]
+    StackSetId: StackSetId | None
+    Region: Region | None
+    Account: Account | None
+    StackId: StackId | None
+    ParameterOverrides: Parameters | None
+    Status: StackInstanceStatus | None
+    StackInstanceStatus: StackInstanceComprehensiveStatus | None
+    StatusReason: Reason | None
+    OrganizationalUnitId: OrganizationalUnitId | None
+    DriftStatus: StackDriftStatus | None
+    LastDriftCheckTimestamp: Timestamp | None
+    LastOperationId: ClientRequestToken | None
 
 
 class DescribeStackInstanceOutput(TypedDict, total=False):
-    StackInstance: Optional[StackInstance]
+    StackInstance: StackInstance | None
 
 
 class DescribeStackRefactorInput(ServiceRequest):
     StackRefactorId: StackRefactorId
 
 
-StackIds = List[StackId]
+StackIds = list[StackId]
 
 
 class DescribeStackRefactorOutput(TypedDict, total=False):
-    Description: Optional[Description]
-    StackRefactorId: Optional[StackRefactorId]
-    StackIds: Optional[StackIds]
-    ExecutionStatus: Optional[StackRefactorExecutionStatus]
-    ExecutionStatusReason: Optional[ExecutionStatusReason]
-    Status: Optional[StackRefactorStatus]
-    StatusReason: Optional[StackRefactorStatusReason]
+    Description: Description | None
+    StackRefactorId: StackRefactorId | None
+    StackIds: StackIds | None
+    ExecutionStatus: StackRefactorExecutionStatus | None
+    ExecutionStatusReason: ExecutionStatusReason | None
+    Status: StackRefactorStatus | None
+    StatusReason: StackRefactorStatusReason | None
 
 
-StackResourceDriftStatusFilters = List[StackResourceDriftStatus]
+StackResourceDriftStatusFilters = list[StackResourceDriftStatus]
 
 
 class DescribeStackResourceDriftsInput(ServiceRequest):
     StackName: StackNameOrId
-    StackResourceDriftStatusFilters: Optional[StackResourceDriftStatusFilters]
-    NextToken: Optional[NextToken]
-    MaxResults: Optional[BoxedMaxResults]
+    StackResourceDriftStatusFilters: StackResourceDriftStatusFilters | None
+    NextToken: NextToken | None
+    MaxResults: BoxedMaxResults | None
 
 
 class PropertyDifference(TypedDict, total=False):
@@ -1683,7 +1683,7 @@ class PropertyDifference(TypedDict, total=False):
     DifferenceType: DifferenceType
 
 
-PropertyDifferences = List[PropertyDifference]
+PropertyDifferences = list[PropertyDifference]
 
 
 class PhysicalResourceIdContextKeyValuePair(TypedDict, total=False):
@@ -1691,30 +1691,30 @@ class PhysicalResourceIdContextKeyValuePair(TypedDict, total=False):
     Value: Value
 
 
-PhysicalResourceIdContext = List[PhysicalResourceIdContextKeyValuePair]
+PhysicalResourceIdContext = list[PhysicalResourceIdContextKeyValuePair]
 
 
 class StackResourceDrift(TypedDict, total=False):
     StackId: StackId
     LogicalResourceId: LogicalResourceId
-    PhysicalResourceId: Optional[PhysicalResourceId]
-    PhysicalResourceIdContext: Optional[PhysicalResourceIdContext]
+    PhysicalResourceId: PhysicalResourceId | None
+    PhysicalResourceIdContext: PhysicalResourceIdContext | None
     ResourceType: ResourceType
-    ExpectedProperties: Optional[Properties]
-    ActualProperties: Optional[Properties]
-    PropertyDifferences: Optional[PropertyDifferences]
+    ExpectedProperties: Properties | None
+    ActualProperties: Properties | None
+    PropertyDifferences: PropertyDifferences | None
     StackResourceDriftStatus: StackResourceDriftStatus
     Timestamp: Timestamp
-    ModuleInfo: Optional[ModuleInfo]
-    DriftStatusReason: Optional[StackResourceDriftStatusReason]
+    ModuleInfo: ModuleInfo | None
+    DriftStatusReason: StackResourceDriftStatusReason | None
 
 
-StackResourceDrifts = List[StackResourceDrift]
+StackResourceDrifts = list[StackResourceDrift]
 
 
 class DescribeStackResourceDriftsOutput(TypedDict, total=False):
     StackResourceDrifts: StackResourceDrifts
-    NextToken: Optional[NextToken]
+    NextToken: NextToken | None
 
 
 class DescribeStackResourceInput(ServiceRequest):
@@ -1724,232 +1724,232 @@ class DescribeStackResourceInput(ServiceRequest):
 
 class StackResourceDriftInformation(TypedDict, total=False):
     StackResourceDriftStatus: StackResourceDriftStatus
-    LastCheckTimestamp: Optional[Timestamp]
+    LastCheckTimestamp: Timestamp | None
 
 
 class StackResourceDetail(TypedDict, total=False):
-    StackName: Optional[StackName]
-    StackId: Optional[StackId]
+    StackName: StackName | None
+    StackId: StackId | None
     LogicalResourceId: LogicalResourceId
-    PhysicalResourceId: Optional[PhysicalResourceId]
+    PhysicalResourceId: PhysicalResourceId | None
     ResourceType: ResourceType
     LastUpdatedTimestamp: Timestamp
     ResourceStatus: ResourceStatus
-    ResourceStatusReason: Optional[ResourceStatusReason]
-    Description: Optional[Description]
-    Metadata: Optional[Metadata]
-    DriftInformation: Optional[StackResourceDriftInformation]
-    ModuleInfo: Optional[ModuleInfo]
+    ResourceStatusReason: ResourceStatusReason | None
+    Description: Description | None
+    Metadata: Metadata | None
+    DriftInformation: StackResourceDriftInformation | None
+    ModuleInfo: ModuleInfo | None
 
 
 class DescribeStackResourceOutput(TypedDict, total=False):
-    StackResourceDetail: Optional[StackResourceDetail]
+    StackResourceDetail: StackResourceDetail | None
 
 
 class DescribeStackResourcesInput(ServiceRequest):
-    StackName: Optional[StackName]
-    LogicalResourceId: Optional[LogicalResourceId]
-    PhysicalResourceId: Optional[PhysicalResourceId]
+    StackName: StackName | None
+    LogicalResourceId: LogicalResourceId | None
+    PhysicalResourceId: PhysicalResourceId | None
 
 
 class StackResource(TypedDict, total=False):
-    StackName: Optional[StackName]
-    StackId: Optional[StackId]
+    StackName: StackName | None
+    StackId: StackId | None
     LogicalResourceId: LogicalResourceId
-    PhysicalResourceId: Optional[PhysicalResourceId]
+    PhysicalResourceId: PhysicalResourceId | None
     ResourceType: ResourceType
     Timestamp: Timestamp
     ResourceStatus: ResourceStatus
-    ResourceStatusReason: Optional[ResourceStatusReason]
-    Description: Optional[Description]
-    DriftInformation: Optional[StackResourceDriftInformation]
-    ModuleInfo: Optional[ModuleInfo]
+    ResourceStatusReason: ResourceStatusReason | None
+    Description: Description | None
+    DriftInformation: StackResourceDriftInformation | None
+    ModuleInfo: ModuleInfo | None
 
 
-StackResources = List[StackResource]
+StackResources = list[StackResource]
 
 
 class DescribeStackResourcesOutput(TypedDict, total=False):
-    StackResources: Optional[StackResources]
+    StackResources: StackResources | None
 
 
 class DescribeStackSetInput(ServiceRequest):
     StackSetName: StackSetName
-    CallAs: Optional[CallAs]
+    CallAs: CallAs | None
 
 
 class DescribeStackSetOperationInput(ServiceRequest):
     StackSetName: StackSetName
     OperationId: ClientRequestToken
-    CallAs: Optional[CallAs]
+    CallAs: CallAs | None
 
 
 class StackSetOperationStatusDetails(TypedDict, total=False):
-    FailedStackInstancesCount: Optional[FailedStackInstancesCount]
+    FailedStackInstancesCount: FailedStackInstancesCount | None
 
 
 class StackSetDriftDetectionDetails(TypedDict, total=False):
-    DriftStatus: Optional[StackSetDriftStatus]
-    DriftDetectionStatus: Optional[StackSetDriftDetectionStatus]
-    LastDriftCheckTimestamp: Optional[Timestamp]
-    TotalStackInstancesCount: Optional[TotalStackInstancesCount]
-    DriftedStackInstancesCount: Optional[DriftedStackInstancesCount]
-    InSyncStackInstancesCount: Optional[InSyncStackInstancesCount]
-    InProgressStackInstancesCount: Optional[InProgressStackInstancesCount]
-    FailedStackInstancesCount: Optional[FailedStackInstancesCount]
+    DriftStatus: StackSetDriftStatus | None
+    DriftDetectionStatus: StackSetDriftDetectionStatus | None
+    LastDriftCheckTimestamp: Timestamp | None
+    TotalStackInstancesCount: TotalStackInstancesCount | None
+    DriftedStackInstancesCount: DriftedStackInstancesCount | None
+    InSyncStackInstancesCount: InSyncStackInstancesCount | None
+    InProgressStackInstancesCount: InProgressStackInstancesCount | None
+    FailedStackInstancesCount: FailedStackInstancesCount | None
 
 
 class StackSetOperation(TypedDict, total=False):
-    OperationId: Optional[ClientRequestToken]
-    StackSetId: Optional[StackSetId]
-    Action: Optional[StackSetOperationAction]
-    Status: Optional[StackSetOperationStatus]
-    OperationPreferences: Optional[StackSetOperationPreferences]
-    RetainStacks: Optional[RetainStacksNullable]
-    AdministrationRoleARN: Optional[RoleARN]
-    ExecutionRoleName: Optional[ExecutionRoleName]
-    CreationTimestamp: Optional[Timestamp]
-    EndTimestamp: Optional[Timestamp]
-    DeploymentTargets: Optional[DeploymentTargets]
-    StackSetDriftDetectionDetails: Optional[StackSetDriftDetectionDetails]
-    StatusReason: Optional[StackSetOperationStatusReason]
-    StatusDetails: Optional[StackSetOperationStatusDetails]
+    OperationId: ClientRequestToken | None
+    StackSetId: StackSetId | None
+    Action: StackSetOperationAction | None
+    Status: StackSetOperationStatus | None
+    OperationPreferences: StackSetOperationPreferences | None
+    RetainStacks: RetainStacksNullable | None
+    AdministrationRoleARN: RoleARN | None
+    ExecutionRoleName: ExecutionRoleName | None
+    CreationTimestamp: Timestamp | None
+    EndTimestamp: Timestamp | None
+    DeploymentTargets: DeploymentTargets | None
+    StackSetDriftDetectionDetails: StackSetDriftDetectionDetails | None
+    StatusReason: StackSetOperationStatusReason | None
+    StatusDetails: StackSetOperationStatusDetails | None
 
 
 class DescribeStackSetOperationOutput(TypedDict, total=False):
-    StackSetOperation: Optional[StackSetOperation]
+    StackSetOperation: StackSetOperation | None
 
 
 class StackSet(TypedDict, total=False):
-    StackSetName: Optional[StackSetName]
-    StackSetId: Optional[StackSetId]
-    Description: Optional[Description]
-    Status: Optional[StackSetStatus]
-    TemplateBody: Optional[TemplateBody]
-    Parameters: Optional[Parameters]
-    Capabilities: Optional[Capabilities]
-    Tags: Optional[Tags]
-    StackSetARN: Optional[StackSetARN]
-    AdministrationRoleARN: Optional[RoleARN]
-    ExecutionRoleName: Optional[ExecutionRoleName]
-    StackSetDriftDetectionDetails: Optional[StackSetDriftDetectionDetails]
-    AutoDeployment: Optional[AutoDeployment]
-    PermissionModel: Optional[PermissionModels]
-    OrganizationalUnitIds: Optional[OrganizationalUnitIdList]
-    ManagedExecution: Optional[ManagedExecution]
-    Regions: Optional[RegionList]
+    StackSetName: StackSetName | None
+    StackSetId: StackSetId | None
+    Description: Description | None
+    Status: StackSetStatus | None
+    TemplateBody: TemplateBody | None
+    Parameters: Parameters | None
+    Capabilities: Capabilities | None
+    Tags: Tags | None
+    StackSetARN: StackSetARN | None
+    AdministrationRoleARN: RoleARN | None
+    ExecutionRoleName: ExecutionRoleName | None
+    StackSetDriftDetectionDetails: StackSetDriftDetectionDetails | None
+    AutoDeployment: AutoDeployment | None
+    PermissionModel: PermissionModels | None
+    OrganizationalUnitIds: OrganizationalUnitIdList | None
+    ManagedExecution: ManagedExecution | None
+    Regions: RegionList | None
 
 
 class DescribeStackSetOutput(TypedDict, total=False):
-    StackSet: Optional[StackSet]
+    StackSet: StackSet | None
 
 
 class DescribeStacksInput(ServiceRequest):
-    StackName: Optional[StackName]
-    NextToken: Optional[NextToken]
+    StackName: StackName | None
+    NextToken: NextToken | None
 
 
 class StackDriftInformation(TypedDict, total=False):
     StackDriftStatus: StackDriftStatus
-    LastCheckTimestamp: Optional[Timestamp]
+    LastCheckTimestamp: Timestamp | None
 
 
 class Output(TypedDict, total=False):
-    OutputKey: Optional[OutputKey]
-    OutputValue: Optional[OutputValue]
-    Description: Optional[Description]
-    ExportName: Optional[ExportName]
+    OutputKey: OutputKey | None
+    OutputValue: OutputValue | None
+    Description: Description | None
+    ExportName: ExportName | None
 
 
-Outputs = List[Output]
+Outputs = list[Output]
 
 
 class Stack(TypedDict, total=False):
-    StackId: Optional[StackId]
+    StackId: StackId | None
     StackName: StackName
-    ChangeSetId: Optional[ChangeSetId]
-    Description: Optional[Description]
-    Parameters: Optional[Parameters]
+    ChangeSetId: ChangeSetId | None
+    Description: Description | None
+    Parameters: Parameters | None
     CreationTime: CreationTime
-    DeletionTime: Optional[DeletionTime]
-    LastUpdatedTime: Optional[LastUpdatedTime]
-    RollbackConfiguration: Optional[RollbackConfiguration]
+    DeletionTime: DeletionTime | None
+    LastUpdatedTime: LastUpdatedTime | None
+    RollbackConfiguration: RollbackConfiguration | None
     StackStatus: StackStatus
-    StackStatusReason: Optional[StackStatusReason]
-    DisableRollback: Optional[DisableRollback]
-    NotificationARNs: Optional[NotificationARNs]
-    TimeoutInMinutes: Optional[TimeoutMinutes]
-    Capabilities: Optional[Capabilities]
-    Outputs: Optional[Outputs]
-    RoleARN: Optional[RoleARN]
-    Tags: Optional[Tags]
-    EnableTerminationProtection: Optional[EnableTerminationProtection]
-    ParentId: Optional[StackId]
-    RootId: Optional[StackId]
-    DriftInformation: Optional[StackDriftInformation]
-    RetainExceptOnCreate: Optional[RetainExceptOnCreate]
-    DeletionMode: Optional[DeletionMode]
-    DetailedStatus: Optional[DetailedStatus]
-
-
-Stacks = List[Stack]
+    StackStatusReason: StackStatusReason | None
+    DisableRollback: DisableRollback | None
+    NotificationARNs: NotificationARNs | None
+    TimeoutInMinutes: TimeoutMinutes | None
+    Capabilities: Capabilities | None
+    Outputs: Outputs | None
+    RoleARN: RoleARN | None
+    Tags: Tags | None
+    EnableTerminationProtection: EnableTerminationProtection | None
+    ParentId: StackId | None
+    RootId: StackId | None
+    DriftInformation: StackDriftInformation | None
+    RetainExceptOnCreate: RetainExceptOnCreate | None
+    DeletionMode: DeletionMode | None
+    DetailedStatus: DetailedStatus | None
+
+
+Stacks = list[Stack]
 
 
 class DescribeStacksOutput(TypedDict, total=False):
-    Stacks: Optional[Stacks]
-    NextToken: Optional[NextToken]
+    Stacks: Stacks | None
+    NextToken: NextToken | None
 
 
 class DescribeTypeInput(ServiceRequest):
-    Type: Optional[RegistryType]
-    TypeName: Optional[TypeName]
-    Arn: Optional[TypeArn]
-    VersionId: Optional[TypeVersionId]
-    PublisherId: Optional[PublisherId]
-    PublicVersionNumber: Optional[PublicVersionNumber]
+    Type: RegistryType | None
+    TypeName: TypeName | None
+    Arn: TypeArn | None
+    VersionId: TypeVersionId | None
+    PublisherId: PublisherId | None
+    PublicVersionNumber: PublicVersionNumber | None
 
 
-SupportedMajorVersions = List[SupportedMajorVersion]
+SupportedMajorVersions = list[SupportedMajorVersion]
 
 
 class RequiredActivatedType(TypedDict, total=False):
-    TypeNameAlias: Optional[TypeName]
-    OriginalTypeName: Optional[TypeName]
-    PublisherId: Optional[PublisherId]
-    SupportedMajorVersions: Optional[SupportedMajorVersions]
+    TypeNameAlias: TypeName | None
+    OriginalTypeName: TypeName | None
+    PublisherId: PublisherId | None
+    SupportedMajorVersions: SupportedMajorVersions | None
 
 
-RequiredActivatedTypes = List[RequiredActivatedType]
+RequiredActivatedTypes = list[RequiredActivatedType]
 
 
 class DescribeTypeOutput(TypedDict, total=False):
-    Arn: Optional[TypeArn]
-    Type: Optional[RegistryType]
-    TypeName: Optional[TypeName]
-    DefaultVersionId: Optional[TypeVersionId]
-    IsDefaultVersion: Optional[IsDefaultVersion]
-    TypeTestsStatus: Optional[TypeTestsStatus]
-    TypeTestsStatusDescription: Optional[TypeTestsStatusDescription]
-    Description: Optional[Description]
-    Schema: Optional[TypeSchema]
-    ProvisioningType: Optional[ProvisioningType]
-    DeprecatedStatus: Optional[DeprecatedStatus]
-    LoggingConfig: Optional[LoggingConfig]
-    RequiredActivatedTypes: Optional[RequiredActivatedTypes]
-    ExecutionRoleArn: Optional[RoleArn]
-    Visibility: Optional[Visibility]
-    SourceUrl: Optional[OptionalSecureUrl]
-    DocumentationUrl: Optional[OptionalSecureUrl]
-    LastUpdated: Optional[Timestamp]
-    TimeCreated: Optional[Timestamp]
-    ConfigurationSchema: Optional[ConfigurationSchema]
-    PublisherId: Optional[PublisherId]
-    OriginalTypeName: Optional[TypeName]
-    OriginalTypeArn: Optional[TypeArn]
-    PublicVersionNumber: Optional[PublicVersionNumber]
-    LatestPublicVersion: Optional[PublicVersionNumber]
-    IsActivated: Optional[IsActivated]
-    AutoUpdate: Optional[AutoUpdate]
+    Arn: TypeArn | None
+    Type: RegistryType | None
+    TypeName: TypeName | None
+    DefaultVersionId: TypeVersionId | None
+    IsDefaultVersion: IsDefaultVersion | None
+    TypeTestsStatus: TypeTestsStatus | None
+    TypeTestsStatusDescription: TypeTestsStatusDescription | None
+    Description: Description | None
+    Schema: TypeSchema | None
+    ProvisioningType: ProvisioningType | None
+    DeprecatedStatus: DeprecatedStatus | None
+    LoggingConfig: LoggingConfig | None
+    RequiredActivatedTypes: RequiredActivatedTypes | None
+    ExecutionRoleArn: RoleArn | None
+    Visibility: Visibility | None
+    SourceUrl: OptionalSecureUrl | None
+    DocumentationUrl: OptionalSecureUrl | None
+    LastUpdated: Timestamp | None
+    TimeCreated: Timestamp | None
+    ConfigurationSchema: ConfigurationSchema | None
+    PublisherId: PublisherId | None
+    OriginalTypeName: TypeName | None
+    OriginalTypeArn: TypeArn | None
+    PublicVersionNumber: PublicVersionNumber | None
+    LatestPublicVersion: PublicVersionNumber | None
+    IsActivated: IsActivated | None
+    AutoUpdate: AutoUpdate | None
 
 
 class DescribeTypeRegistrationInput(ServiceRequest):
@@ -1957,18 +1957,18 @@ class DescribeTypeRegistrationInput(ServiceRequest):
 
 
 class DescribeTypeRegistrationOutput(TypedDict, total=False):
-    ProgressStatus: Optional[RegistrationStatus]
-    Description: Optional[Description]
-    TypeArn: Optional[TypeArn]
-    TypeVersionArn: Optional[TypeArn]
+    ProgressStatus: RegistrationStatus | None
+    Description: Description | None
+    TypeArn: TypeArn | None
+    TypeVersionArn: TypeArn | None
 
 
-LogicalResourceIds = List[LogicalResourceId]
+LogicalResourceIds = list[LogicalResourceId]
 
 
 class DetectStackDriftInput(ServiceRequest):
     StackName: StackNameOrId
-    LogicalResourceIds: Optional[LogicalResourceIds]
+    LogicalResourceIds: LogicalResourceIds | None
 
 
 class DetectStackDriftOutput(TypedDict, total=False):
@@ -1986,31 +1986,31 @@ class DetectStackResourceDriftOutput(TypedDict, total=False):
 
 class DetectStackSetDriftInput(ServiceRequest):
     StackSetName: StackSetNameOrId
-    OperationPreferences: Optional[StackSetOperationPreferences]
-    OperationId: Optional[ClientRequestToken]
-    CallAs: Optional[CallAs]
+    OperationPreferences: StackSetOperationPreferences | None
+    OperationId: ClientRequestToken | None
+    CallAs: CallAs | None
 
 
 class DetectStackSetDriftOutput(TypedDict, total=False):
-    OperationId: Optional[ClientRequestToken]
+    OperationId: ClientRequestToken | None
 
 
 class EstimateTemplateCostInput(ServiceRequest):
-    TemplateBody: Optional[TemplateBody]
-    TemplateURL: Optional[TemplateURL]
-    Parameters: Optional[Parameters]
+    TemplateBody: TemplateBody | None
+    TemplateURL: TemplateURL | None
+    Parameters: Parameters | None
 
 
 class EstimateTemplateCostOutput(TypedDict, total=False):
-    Url: Optional[Url]
+    Url: Url | None
 
 
 class ExecuteChangeSetInput(ServiceRequest):
     ChangeSetName: ChangeSetNameOrId
-    StackName: Optional[StackNameOrId]
-    ClientRequestToken: Optional[ClientRequestToken]
-    DisableRollback: Optional[DisableRollback]
-    RetainExceptOnCreate: Optional[RetainExceptOnCreate]
+    StackName: StackNameOrId | None
+    ClientRequestToken: ClientRequestToken | None
+    DisableRollback: DisableRollback | None
+    RetainExceptOnCreate: RetainExceptOnCreate | None
 
 
 class ExecuteChangeSetOutput(TypedDict, total=False):
@@ -2022,22 +2022,22 @@ class ExecuteStackRefactorInput(ServiceRequest):
 
 
 class Export(TypedDict, total=False):
-    ExportingStackId: Optional[StackId]
-    Name: Optional[ExportName]
-    Value: Optional[ExportValue]
+    ExportingStackId: StackId | None
+    Name: ExportName | None
+    Value: ExportValue | None
 
 
-Exports = List[Export]
+Exports = list[Export]
 
 
 class GetGeneratedTemplateInput(ServiceRequest):
-    Format: Optional[TemplateFormat]
+    Format: TemplateFormat | None
     GeneratedTemplateName: GeneratedTemplateName
 
 
 class GetGeneratedTemplateOutput(TypedDict, total=False):
-    Status: Optional[GeneratedTemplateStatus]
-    TemplateBody: Optional[TemplateBody]
+    Status: GeneratedTemplateStatus | None
+    TemplateBody: TemplateBody | None
 
 
 class GetStackPolicyInput(ServiceRequest):
@@ -2045,188 +2045,188 @@ class GetStackPolicyInput(ServiceRequest):
 
 
 class GetStackPolicyOutput(TypedDict, total=False):
-    StackPolicyBody: Optional[StackPolicyBody]
+    StackPolicyBody: StackPolicyBody | None
 
 
 class GetTemplateInput(ServiceRequest):
-    StackName: Optional[StackName]
-    ChangeSetName: Optional[ChangeSetNameOrId]
-    TemplateStage: Optional[TemplateStage]
+    StackName: StackName | None
+    ChangeSetName: ChangeSetNameOrId | None
+    TemplateStage: TemplateStage | None
 
 
-StageList = List[TemplateStage]
+StageList = list[TemplateStage]
 
 
 class GetTemplateOutput(TypedDict, total=False):
-    TemplateBody: Optional[TemplateBody]
-    StagesAvailable: Optional[StageList]
+    TemplateBody: TemplateBody | None
+    StagesAvailable: StageList | None
 
 
 class TemplateSummaryConfig(TypedDict, total=False):
-    TreatUnrecognizedResourceTypesAsWarnings: Optional[TreatUnrecognizedResourceTypesAsWarnings]
+    TreatUnrecognizedResourceTypesAsWarnings: TreatUnrecognizedResourceTypesAsWarnings | None
 
 
 class GetTemplateSummaryInput(ServiceRequest):
-    TemplateBody: Optional[TemplateBody]
-    TemplateURL: Optional[TemplateURL]
-    StackName: Optional[StackNameOrId]
-    StackSetName: Optional[StackSetNameOrId]
-    CallAs: Optional[CallAs]
-    TemplateSummaryConfig: Optional[TemplateSummaryConfig]
+    TemplateBody: TemplateBody | None
+    TemplateURL: TemplateURL | None
+    StackName: StackNameOrId | None
+    StackSetName: StackSetNameOrId | None
+    CallAs: CallAs | None
+    TemplateSummaryConfig: TemplateSummaryConfig | None
 
 
 class Warnings(TypedDict, total=False):
-    UnrecognizedResourceTypes: Optional[ResourceTypes]
+    UnrecognizedResourceTypes: ResourceTypes | None
 
 
-ResourceIdentifiers = List[ResourceIdentifierPropertyKey]
+ResourceIdentifiers = list[ResourceIdentifierPropertyKey]
 
 
 class ResourceIdentifierSummary(TypedDict, total=False):
-    ResourceType: Optional[ResourceType]
-    LogicalResourceIds: Optional[LogicalResourceIds]
-    ResourceIdentifiers: Optional[ResourceIdentifiers]
+    ResourceType: ResourceType | None
+    LogicalResourceIds: LogicalResourceIds | None
+    ResourceIdentifiers: ResourceIdentifiers | None
 
 
-ResourceIdentifierSummaries = List[ResourceIdentifierSummary]
-TransformsList = List[TransformName]
+ResourceIdentifierSummaries = list[ResourceIdentifierSummary]
+TransformsList = list[TransformName]
 
 
 class ParameterConstraints(TypedDict, total=False):
-    AllowedValues: Optional[AllowedValues]
+    AllowedValues: AllowedValues | None
 
 
 class ParameterDeclaration(TypedDict, total=False):
-    ParameterKey: Optional[ParameterKey]
-    DefaultValue: Optional[ParameterValue]
-    ParameterType: Optional[ParameterType]
-    NoEcho: Optional[NoEcho]
-    Description: Optional[Description]
-    ParameterConstraints: Optional[ParameterConstraints]
+    ParameterKey: ParameterKey | None
+    DefaultValue: ParameterValue | None
+    ParameterType: ParameterType | None
+    NoEcho: NoEcho | None
+    Description: Description | None
+    ParameterConstraints: ParameterConstraints | None
 
 
-ParameterDeclarations = List[ParameterDeclaration]
+ParameterDeclarations = list[ParameterDeclaration]
 
 
 class GetTemplateSummaryOutput(TypedDict, total=False):
-    Parameters: Optional[ParameterDeclarations]
-    Description: Optional[Description]
-    Capabilities: Optional[Capabilities]
-    CapabilitiesReason: Optional[CapabilitiesReason]
-    ResourceTypes: Optional[ResourceTypes]
-    Version: Optional[Version]
-    Metadata: Optional[Metadata]
-    DeclaredTransforms: Optional[TransformsList]
-    ResourceIdentifierSummaries: Optional[ResourceIdentifierSummaries]
-    Warnings: Optional[Warnings]
+    Parameters: ParameterDeclarations | None
+    Description: Description | None
+    Capabilities: Capabilities | None
+    CapabilitiesReason: CapabilitiesReason | None
+    ResourceTypes: ResourceTypes | None
+    Version: Version | None
+    Metadata: Metadata | None
+    DeclaredTransforms: TransformsList | None
+    ResourceIdentifierSummaries: ResourceIdentifierSummaries | None
+    Warnings: Warnings | None
 
 
 class HookResultSummary(TypedDict, total=False):
-    HookResultId: Optional[HookInvocationId]
-    InvocationPoint: Optional[HookInvocationPoint]
-    FailureMode: Optional[HookFailureMode]
-    TypeName: Optional[HookTypeName]
-    TypeVersionId: Optional[HookTypeVersionId]
-    TypeConfigurationVersionId: Optional[HookTypeConfigurationVersionId]
-    Status: Optional[HookStatus]
-    HookStatusReason: Optional[HookStatusReason]
-    InvokedAt: Optional[Timestamp]
-    TargetType: Optional[ListHookResultsTargetType]
-    TargetId: Optional[HookResultId]
-    TypeArn: Optional[HookTypeArn]
-    HookExecutionTarget: Optional[HookResultId]
+    HookResultId: HookInvocationId | None
+    InvocationPoint: HookInvocationPoint | None
+    FailureMode: HookFailureMode | None
+    TypeName: HookTypeName | None
+    TypeVersionId: HookTypeVersionId | None
+    TypeConfigurationVersionId: HookTypeConfigurationVersionId | None
+    Status: HookStatus | None
+    HookStatusReason: HookStatusReason | None
+    InvokedAt: Timestamp | None
+    TargetType: ListHookResultsTargetType | None
+    TargetId: HookResultId | None
+    TypeArn: HookTypeArn | None
+    HookExecutionTarget: HookResultId | None
 
 
-HookResultSummaries = List[HookResultSummary]
-StackIdList = List[StackId]
+HookResultSummaries = list[HookResultSummary]
+StackIdList = list[StackId]
 
 
 class ImportStacksToStackSetInput(ServiceRequest):
     StackSetName: StackSetNameOrId
-    StackIds: Optional[StackIdList]
-    StackIdsUrl: Optional[StackIdsUrl]
-    OrganizationalUnitIds: Optional[OrganizationalUnitIdList]
-    OperationPreferences: Optional[StackSetOperationPreferences]
-    OperationId: Optional[ClientRequestToken]
-    CallAs: Optional[CallAs]
+    StackIds: StackIdList | None
+    StackIdsUrl: StackIdsUrl | None
+    OrganizationalUnitIds: OrganizationalUnitIdList | None
+    OperationPreferences: StackSetOperationPreferences | None
+    OperationId: ClientRequestToken | None
+    CallAs: CallAs | None
 
 
 class ImportStacksToStackSetOutput(TypedDict, total=False):
-    OperationId: Optional[ClientRequestToken]
+    OperationId: ClientRequestToken | None
 
 
-Imports = List[StackName]
-JazzLogicalResourceIds = List[LogicalResourceId]
-JazzResourceIdentifierProperties = Dict[
+Imports = list[StackName]
+JazzLogicalResourceIds = list[LogicalResourceId]
+JazzResourceIdentifierProperties = dict[
     JazzResourceIdentifierPropertyKey, JazzResourceIdentifierPropertyValue
 ]
 
 
 class ListChangeSetsInput(ServiceRequest):
     StackName: StackNameOrId
-    NextToken: Optional[NextToken]
+    NextToken: NextToken | None
 
 
 class ListChangeSetsOutput(TypedDict, total=False):
-    Summaries: Optional[ChangeSetSummaries]
-    NextToken: Optional[NextToken]
+    Summaries: ChangeSetSummaries | None
+    NextToken: NextToken | None
 
 
 class ListExportsInput(ServiceRequest):
-    NextToken: Optional[NextToken]
+    NextToken: NextToken | None
 
 
 class ListExportsOutput(TypedDict, total=False):
-    Exports: Optional[Exports]
-    NextToken: Optional[NextToken]
+    Exports: Exports | None
+    NextToken: NextToken | None
 
 
 class ListGeneratedTemplatesInput(ServiceRequest):
-    NextToken: Optional[NextToken]
-    MaxResults: Optional[MaxResults]
+    NextToken: NextToken | None
+    MaxResults: MaxResults | None
 
 
 class TemplateSummary(TypedDict, total=False):
-    GeneratedTemplateId: Optional[GeneratedTemplateId]
-    GeneratedTemplateName: Optional[GeneratedTemplateName]
-    Status: Optional[GeneratedTemplateStatus]
-    StatusReason: Optional[TemplateStatusReason]
-    CreationTime: Optional[CreationTime]
-    LastUpdatedTime: Optional[LastUpdatedTime]
-    NumberOfResources: Optional[NumberOfResources]
+    GeneratedTemplateId: GeneratedTemplateId | None
+    GeneratedTemplateName: GeneratedTemplateName | None
+    Status: GeneratedTemplateStatus | None
+    StatusReason: TemplateStatusReason | None
+    CreationTime: CreationTime | None
+    LastUpdatedTime: LastUpdatedTime | None
+    NumberOfResources: NumberOfResources | None
 
 
-TemplateSummaries = List[TemplateSummary]
+TemplateSummaries = list[TemplateSummary]
 
 
 class ListGeneratedTemplatesOutput(TypedDict, total=False):
-    Summaries: Optional[TemplateSummaries]
-    NextToken: Optional[NextToken]
+    Summaries: TemplateSummaries | None
+    NextToken: NextToken | None
 
 
 class ListHookResultsInput(ServiceRequest):
-    TargetType: Optional[ListHookResultsTargetType]
-    TargetId: Optional[HookResultId]
-    TypeArn: Optional[HookTypeArn]
-    Status: Optional[HookStatus]
-    NextToken: Optional[NextToken]
+    TargetType: ListHookResultsTargetType | None
+    TargetId: HookResultId | None
+    TypeArn: HookTypeArn | None
+    Status: HookStatus | None
+    NextToken: NextToken | None
 
 
 class ListHookResultsOutput(TypedDict, total=False):
-    TargetType: Optional[ListHookResultsTargetType]
-    TargetId: Optional[HookResultId]
-    HookResults: Optional[HookResultSummaries]
-    NextToken: Optional[NextToken]
+    TargetType: ListHookResultsTargetType | None
+    TargetId: HookResultId | None
+    HookResults: HookResultSummaries | None
+    NextToken: NextToken | None
 
 
 class ListImportsInput(ServiceRequest):
     ExportName: ExportName
-    NextToken: Optional[NextToken]
+    NextToken: NextToken | None
 
 
 class ListImportsOutput(TypedDict, total=False):
-    Imports: Optional[Imports]
-    NextToken: Optional[NextToken]
+    Imports: Imports | None
+    NextToken: NextToken | None
 
 
 class ScannedResourceIdentifier(TypedDict, total=False):
@@ -2234,475 +2234,475 @@ class ScannedResourceIdentifier(TypedDict, total=False):
     ResourceIdentifier: JazzResourceIdentifierProperties
 
 
-ScannedResourceIdentifiers = List[ScannedResourceIdentifier]
+ScannedResourceIdentifiers = list[ScannedResourceIdentifier]
 
 
 class ListResourceScanRelatedResourcesInput(ServiceRequest):
     ResourceScanId: ResourceScanId
     Resources: ScannedResourceIdentifiers
-    NextToken: Optional[NextToken]
-    MaxResults: Optional[BoxedMaxResults]
+    NextToken: NextToken | None
+    MaxResults: BoxedMaxResults | None
 
 
 class ScannedResource(TypedDict, total=False):
-    ResourceType: Optional[ResourceType]
-    ResourceIdentifier: Optional[JazzResourceIdentifierProperties]
-    ManagedByStack: Optional[ManagedByStack]
+    ResourceType: ResourceType | None
+    ResourceIdentifier: JazzResourceIdentifierProperties | None
+    ManagedByStack: ManagedByStack | None
 
 
-RelatedResources = List[ScannedResource]
+RelatedResources = list[ScannedResource]
 
 
 class ListResourceScanRelatedResourcesOutput(TypedDict, total=False):
-    RelatedResources: Optional[RelatedResources]
-    NextToken: Optional[NextToken]
+    RelatedResources: RelatedResources | None
+    NextToken: NextToken | None
 
 
 class ListResourceScanResourcesInput(ServiceRequest):
     ResourceScanId: ResourceScanId
-    ResourceIdentifier: Optional[ResourceIdentifier]
-    ResourceTypePrefix: Optional[ResourceTypePrefix]
-    TagKey: Optional[TagKey]
-    TagValue: Optional[TagValue]
-    NextToken: Optional[NextToken]
-    MaxResults: Optional[ResourceScannerMaxResults]
+    ResourceIdentifier: ResourceIdentifier | None
+    ResourceTypePrefix: ResourceTypePrefix | None
+    TagKey: TagKey | None
+    TagValue: TagValue | None
+    NextToken: NextToken | None
+    MaxResults: ResourceScannerMaxResults | None
 
 
-ScannedResources = List[ScannedResource]
+ScannedResources = list[ScannedResource]
 
 
 class ListResourceScanResourcesOutput(TypedDict, total=False):
-    Resources: Optional[ScannedResources]
-    NextToken: Optional[NextToken]
+    Resources: ScannedResources | None
+    NextToken: NextToken | None
 
 
 class ListResourceScansInput(ServiceRequest):
-    NextToken: Optional[NextToken]
-    MaxResults: Optional[ResourceScannerMaxResults]
-    ScanTypeFilter: Optional[ScanType]
+    NextToken: NextToken | None
+    MaxResults: ResourceScannerMaxResults | None
+    ScanTypeFilter: ScanType | None
 
 
 class ResourceScanSummary(TypedDict, total=False):
-    ResourceScanId: Optional[ResourceScanId]
-    Status: Optional[ResourceScanStatus]
-    StatusReason: Optional[ResourceScanStatusReason]
-    StartTime: Optional[Timestamp]
-    EndTime: Optional[Timestamp]
-    PercentageCompleted: Optional[PercentageCompleted]
-    ScanType: Optional[ScanType]
+    ResourceScanId: ResourceScanId | None
+    Status: ResourceScanStatus | None
+    StatusReason: ResourceScanStatusReason | None
+    StartTime: Timestamp | None
+    EndTime: Timestamp | None
+    PercentageCompleted: PercentageCompleted | None
+    ScanType: ScanType | None
 
 
-ResourceScanSummaries = List[ResourceScanSummary]
+ResourceScanSummaries = list[ResourceScanSummary]
 
 
 class ListResourceScansOutput(TypedDict, total=False):
-    ResourceScanSummaries: Optional[ResourceScanSummaries]
-    NextToken: Optional[NextToken]
+    ResourceScanSummaries: ResourceScanSummaries | None
+    NextToken: NextToken | None
 
 
 class ListStackInstanceResourceDriftsInput(ServiceRequest):
     StackSetName: StackSetNameOrId
-    NextToken: Optional[NextToken]
-    MaxResults: Optional[MaxResults]
-    StackInstanceResourceDriftStatuses: Optional[StackResourceDriftStatusFilters]
+    NextToken: NextToken | None
+    MaxResults: MaxResults | None
+    StackInstanceResourceDriftStatuses: StackResourceDriftStatusFilters | None
     StackInstanceAccount: Account
     StackInstanceRegion: Region
     OperationId: ClientRequestToken
-    CallAs: Optional[CallAs]
+    CallAs: CallAs | None
 
 
 class StackInstanceResourceDriftsSummary(TypedDict, total=False):
     StackId: StackId
     LogicalResourceId: LogicalResourceId
-    PhysicalResourceId: Optional[PhysicalResourceId]
-    PhysicalResourceIdContext: Optional[PhysicalResourceIdContext]
+    PhysicalResourceId: PhysicalResourceId | None
+    PhysicalResourceIdContext: PhysicalResourceIdContext | None
     ResourceType: ResourceType
-    PropertyDifferences: Optional[PropertyDifferences]
+    PropertyDifferences: PropertyDifferences | None
     StackResourceDriftStatus: StackResourceDriftStatus
     Timestamp: Timestamp
 
 
-StackInstanceResourceDriftsSummaries = List[StackInstanceResourceDriftsSummary]
+StackInstanceResourceDriftsSummaries = list[StackInstanceResourceDriftsSummary]
 
 
 class ListStackInstanceResourceDriftsOutput(TypedDict, total=False):
-    Summaries: Optional[StackInstanceResourceDriftsSummaries]
-    NextToken: Optional[NextToken]
+    Summaries: StackInstanceResourceDriftsSummaries | None
+    NextToken: NextToken | None
 
 
 class StackInstanceFilter(TypedDict, total=False):
-    Name: Optional[StackInstanceFilterName]
-    Values: Optional[StackInstanceFilterValues]
+    Name: StackInstanceFilterName | None
+    Values: StackInstanceFilterValues | None
 
 
-StackInstanceFilters = List[StackInstanceFilter]
+StackInstanceFilters = list[StackInstanceFilter]
 
 
 class ListStackInstancesInput(ServiceRequest):
     StackSetName: StackSetName
-    NextToken: Optional[NextToken]
-    MaxResults: Optional[MaxResults]
-    Filters: Optional[StackInstanceFilters]
-    StackInstanceAccount: Optional[Account]
-    StackInstanceRegion: Optional[Region]
-    CallAs: Optional[CallAs]
+    NextToken: NextToken | None
+    MaxResults: MaxResults | None
+    Filters: StackInstanceFilters | None
+    StackInstanceAccount: Account | None
+    StackInstanceRegion: Region | None
+    CallAs: CallAs | None
 
 
 class StackInstanceSummary(TypedDict, total=False):
-    StackSetId: Optional[StackSetId]
-    Region: Optional[Region]
-    Account: Optional[Account]
-    StackId: Optional[StackId]
-    Status: Optional[StackInstanceStatus]
-    StatusReason: Optional[Reason]
-    StackInstanceStatus: Optional[StackInstanceComprehensiveStatus]
-    OrganizationalUnitId: Optional[OrganizationalUnitId]
-    DriftStatus: Optional[StackDriftStatus]
-    LastDriftCheckTimestamp: Optional[Timestamp]
-    LastOperationId: Optional[ClientRequestToken]
+    StackSetId: StackSetId | None
+    Region: Region | None
+    Account: Account | None
+    StackId: StackId | None
+    Status: StackInstanceStatus | None
+    StatusReason: Reason | None
+    StackInstanceStatus: StackInstanceComprehensiveStatus | None
+    OrganizationalUnitId: OrganizationalUnitId | None
+    DriftStatus: StackDriftStatus | None
+    LastDriftCheckTimestamp: Timestamp | None
+    LastOperationId: ClientRequestToken | None
 
 
-StackInstanceSummaries = List[StackInstanceSummary]
+StackInstanceSummaries = list[StackInstanceSummary]
 
 
 class ListStackInstancesOutput(TypedDict, total=False):
-    Summaries: Optional[StackInstanceSummaries]
-    NextToken: Optional[NextToken]
+    Summaries: StackInstanceSummaries | None
+    NextToken: NextToken | None
 
 
 class ListStackRefactorActionsInput(ServiceRequest):
     StackRefactorId: StackRefactorId
-    NextToken: Optional[NextToken]
-    MaxResults: Optional[MaxResults]
+    NextToken: NextToken | None
+    MaxResults: MaxResults | None
 
 
-StackRefactorUntagResources = List[TagKey]
-StackRefactorTagResources = List[Tag]
+StackRefactorUntagResources = list[TagKey]
+StackRefactorTagResources = list[Tag]
 
 
 class StackRefactorAction(TypedDict, total=False):
-    Action: Optional[StackRefactorActionType]
-    Entity: Optional[StackRefactorActionEntity]
-    PhysicalResourceId: Optional[PhysicalResourceId]
-    ResourceIdentifier: Optional[StackRefactorResourceIdentifier]
-    Description: Optional[Description]
-    Detection: Optional[StackRefactorDetection]
-    DetectionReason: Optional[DetectionReason]
-    TagResources: Optional[StackRefactorTagResources]
-    UntagResources: Optional[StackRefactorUntagResources]
-    ResourceMapping: Optional[ResourceMapping]
+    Action: StackRefactorActionType | None
+    Entity: StackRefactorActionEntity | None
+    PhysicalResourceId: PhysicalResourceId | None
+    ResourceIdentifier: StackRefactorResourceIdentifier | None
+    Description: Description | None
+    Detection: StackRefactorDetection | None
+    DetectionReason: DetectionReason | None
+    TagResources: StackRefactorTagResources | None
+    UntagResources: StackRefactorUntagResources | None
+    ResourceMapping: ResourceMapping | None
 
 
-StackRefactorActions = List[StackRefactorAction]
+StackRefactorActions = list[StackRefactorAction]
 
 
 class ListStackRefactorActionsOutput(TypedDict, total=False):
     StackRefactorActions: StackRefactorActions
-    NextToken: Optional[NextToken]
+    NextToken: NextToken | None
 
 
-StackRefactorExecutionStatusFilter = List[StackRefactorExecutionStatus]
+StackRefactorExecutionStatusFilter = list[StackRefactorExecutionStatus]
 
 
 class ListStackRefactorsInput(ServiceRequest):
-    ExecutionStatusFilter: Optional[StackRefactorExecutionStatusFilter]
-    NextToken: Optional[NextToken]
-    MaxResults: Optional[MaxResults]
+    ExecutionStatusFilter: StackRefactorExecutionStatusFilter | None
+    NextToken: NextToken | None
+    MaxResults: MaxResults | None
 
 
 class StackRefactorSummary(TypedDict, total=False):
-    StackRefactorId: Optional[StackRefactorId]
-    Description: Optional[Description]
-    ExecutionStatus: Optional[StackRefactorExecutionStatus]
-    ExecutionStatusReason: Optional[ExecutionStatusReason]
-    Status: Optional[StackRefactorStatus]
-    StatusReason: Optional[StackRefactorStatusReason]
+    StackRefactorId: StackRefactorId | None
+    Description: Description | None
+    ExecutionStatus: StackRefactorExecutionStatus | None
+    ExecutionStatusReason: ExecutionStatusReason | None
+    Status: StackRefactorStatus | None
+    StatusReason: StackRefactorStatusReason | None
 
 
-StackRefactorSummaries = List[StackRefactorSummary]
+StackRefactorSummaries = list[StackRefactorSummary]
 
 
 class ListStackRefactorsOutput(TypedDict, total=False):
     StackRefactorSummaries: StackRefactorSummaries
-    NextToken: Optional[NextToken]
+    NextToken: NextToken | None
 
 
 class ListStackResourcesInput(ServiceRequest):
     StackName: StackName
-    NextToken: Optional[NextToken]
+    NextToken: NextToken | None
 
 
 class StackResourceDriftInformationSummary(TypedDict, total=False):
     StackResourceDriftStatus: StackResourceDriftStatus
-    LastCheckTimestamp: Optional[Timestamp]
+    LastCheckTimestamp: Timestamp | None
 
 
 class StackResourceSummary(TypedDict, total=False):
     LogicalResourceId: LogicalResourceId
-    PhysicalResourceId: Optional[PhysicalResourceId]
+    PhysicalResourceId: PhysicalResourceId | None
     ResourceType: ResourceType
     LastUpdatedTimestamp: Timestamp
     ResourceStatus: ResourceStatus
-    ResourceStatusReason: Optional[ResourceStatusReason]
-    DriftInformation: Optional[StackResourceDriftInformationSummary]
-    ModuleInfo: Optional[ModuleInfo]
+    ResourceStatusReason: ResourceStatusReason | None
+    DriftInformation: StackResourceDriftInformationSummary | None
+    ModuleInfo: ModuleInfo | None
 
 
-StackResourceSummaries = List[StackResourceSummary]
+StackResourceSummaries = list[StackResourceSummary]
 
 
 class ListStackResourcesOutput(TypedDict, total=False):
-    StackResourceSummaries: Optional[StackResourceSummaries]
-    NextToken: Optional[NextToken]
+    StackResourceSummaries: StackResourceSummaries | None
+    NextToken: NextToken | None
 
 
 class ListStackSetAutoDeploymentTargetsInput(ServiceRequest):
     StackSetName: StackSetNameOrId
-    NextToken: Optional[NextToken]
-    MaxResults: Optional[MaxResults]
-    CallAs: Optional[CallAs]
+    NextToken: NextToken | None
+    MaxResults: MaxResults | None
+    CallAs: CallAs | None
 
 
 class StackSetAutoDeploymentTargetSummary(TypedDict, total=False):
-    OrganizationalUnitId: Optional[OrganizationalUnitId]
-    Regions: Optional[RegionList]
+    OrganizationalUnitId: OrganizationalUnitId | None
+    Regions: RegionList | None
 
 
-StackSetAutoDeploymentTargetSummaries = List[StackSetAutoDeploymentTargetSummary]
+StackSetAutoDeploymentTargetSummaries = list[StackSetAutoDeploymentTargetSummary]
 
 
 class ListStackSetAutoDeploymentTargetsOutput(TypedDict, total=False):
-    Summaries: Optional[StackSetAutoDeploymentTargetSummaries]
-    NextToken: Optional[NextToken]
+    Summaries: StackSetAutoDeploymentTargetSummaries | None
+    NextToken: NextToken | None
 
 
 class OperationResultFilter(TypedDict, total=False):
-    Name: Optional[OperationResultFilterName]
-    Values: Optional[OperationResultFilterValues]
+    Name: OperationResultFilterName | None
+    Values: OperationResultFilterValues | None
 
 
-OperationResultFilters = List[OperationResultFilter]
+OperationResultFilters = list[OperationResultFilter]
 
 
 class ListStackSetOperationResultsInput(ServiceRequest):
     StackSetName: StackSetName
     OperationId: ClientRequestToken
-    NextToken: Optional[NextToken]
-    MaxResults: Optional[MaxResults]
-    CallAs: Optional[CallAs]
-    Filters: Optional[OperationResultFilters]
+    NextToken: NextToken | None
+    MaxResults: MaxResults | None
+    CallAs: CallAs | None
+    Filters: OperationResultFilters | None
 
 
 class StackSetOperationResultSummary(TypedDict, total=False):
-    Account: Optional[Account]
-    Region: Optional[Region]
-    Status: Optional[StackSetOperationResultStatus]
-    StatusReason: Optional[Reason]
-    AccountGateResult: Optional[AccountGateResult]
-    OrganizationalUnitId: Optional[OrganizationalUnitId]
+    Account: Account | None
+    Region: Region | None
+    Status: StackSetOperationResultStatus | None
+    StatusReason: Reason | None
+    AccountGateResult: AccountGateResult | None
+    OrganizationalUnitId: OrganizationalUnitId | None
 
 
-StackSetOperationResultSummaries = List[StackSetOperationResultSummary]
+StackSetOperationResultSummaries = list[StackSetOperationResultSummary]
 
 
 class ListStackSetOperationResultsOutput(TypedDict, total=False):
-    Summaries: Optional[StackSetOperationResultSummaries]
-    NextToken: Optional[NextToken]
+    Summaries: StackSetOperationResultSummaries | None
+    NextToken: NextToken | None
 
 
 class ListStackSetOperationsInput(ServiceRequest):
     StackSetName: StackSetName
-    NextToken: Optional[NextToken]
-    MaxResults: Optional[MaxResults]
-    CallAs: Optional[CallAs]
+    NextToken: NextToken | None
+    MaxResults: MaxResults | None
+    CallAs: CallAs | None
 
 
 class StackSetOperationSummary(TypedDict, total=False):
-    OperationId: Optional[ClientRequestToken]
-    Action: Optional[StackSetOperationAction]
-    Status: Optional[StackSetOperationStatus]
-    CreationTimestamp: Optional[Timestamp]
-    EndTimestamp: Optional[Timestamp]
-    StatusReason: Optional[StackSetOperationStatusReason]
-    StatusDetails: Optional[StackSetOperationStatusDetails]
-    OperationPreferences: Optional[StackSetOperationPreferences]
+    OperationId: ClientRequestToken | None
+    Action: StackSetOperationAction | None
+    Status: StackSetOperationStatus | None
+    CreationTimestamp: Timestamp | None
+    EndTimestamp: Timestamp | None
+    StatusReason: StackSetOperationStatusReason | None
+    StatusDetails: StackSetOperationStatusDetails | None
+    OperationPreferences: StackSetOperationPreferences | None
 
 
-StackSetOperationSummaries = List[StackSetOperationSummary]
+StackSetOperationSummaries = list[StackSetOperationSummary]
 
 
 class ListStackSetOperationsOutput(TypedDict, total=False):
-    Summaries: Optional[StackSetOperationSummaries]
-    NextToken: Optional[NextToken]
+    Summaries: StackSetOperationSummaries | None
+    NextToken: NextToken | None
 
 
 class ListStackSetsInput(ServiceRequest):
-    NextToken: Optional[NextToken]
-    MaxResults: Optional[MaxResults]
-    Status: Optional[StackSetStatus]
-    CallAs: Optional[CallAs]
+    NextToken: NextToken | None
+    MaxResults: MaxResults | None
+    Status: StackSetStatus | None
+    CallAs: CallAs | None
 
 
 class StackSetSummary(TypedDict, total=False):
-    StackSetName: Optional[StackSetName]
-    StackSetId: Optional[StackSetId]
-    Description: Optional[Description]
-    Status: Optional[StackSetStatus]
-    AutoDeployment: Optional[AutoDeployment]
-    PermissionModel: Optional[PermissionModels]
-    DriftStatus: Optional[StackDriftStatus]
-    LastDriftCheckTimestamp: Optional[Timestamp]
-    ManagedExecution: Optional[ManagedExecution]
+    StackSetName: StackSetName | None
+    StackSetId: StackSetId | None
+    Description: Description | None
+    Status: StackSetStatus | None
+    AutoDeployment: AutoDeployment | None
+    PermissionModel: PermissionModels | None
+    DriftStatus: StackDriftStatus | None
+    LastDriftCheckTimestamp: Timestamp | None
+    ManagedExecution: ManagedExecution | None
 
 
-StackSetSummaries = List[StackSetSummary]
+StackSetSummaries = list[StackSetSummary]
 
 
 class ListStackSetsOutput(TypedDict, total=False):
-    Summaries: Optional[StackSetSummaries]
-    NextToken: Optional[NextToken]
+    Summaries: StackSetSummaries | None
+    NextToken: NextToken | None
 
 
-StackStatusFilter = List[StackStatus]
+StackStatusFilter = list[StackStatus]
 
 
 class ListStacksInput(ServiceRequest):
-    NextToken: Optional[NextToken]
-    StackStatusFilter: Optional[StackStatusFilter]
+    NextToken: NextToken | None
+    StackStatusFilter: StackStatusFilter | None
 
 
 class StackDriftInformationSummary(TypedDict, total=False):
     StackDriftStatus: StackDriftStatus
-    LastCheckTimestamp: Optional[Timestamp]
+    LastCheckTimestamp: Timestamp | None
 
 
 class StackSummary(TypedDict, total=False):
-    StackId: Optional[StackId]
+    StackId: StackId | None
     StackName: StackName
-    TemplateDescription: Optional[TemplateDescription]
+    TemplateDescription: TemplateDescription | None
     CreationTime: CreationTime
-    LastUpdatedTime: Optional[LastUpdatedTime]
-    DeletionTime: Optional[DeletionTime]
+    LastUpdatedTime: LastUpdatedTime | None
+    DeletionTime: DeletionTime | None
     StackStatus: StackStatus
-    StackStatusReason: Optional[StackStatusReason]
-    ParentId: Optional[StackId]
-    RootId: Optional[StackId]
-    DriftInformation: Optional[StackDriftInformationSummary]
+    StackStatusReason: StackStatusReason | None
+    ParentId: StackId | None
+    RootId: StackId | None
+    DriftInformation: StackDriftInformationSummary | None
 
 
-StackSummaries = List[StackSummary]
+StackSummaries = list[StackSummary]
 
 
 class ListStacksOutput(TypedDict, total=False):
-    StackSummaries: Optional[StackSummaries]
-    NextToken: Optional[NextToken]
+    StackSummaries: StackSummaries | None
+    NextToken: NextToken | None
 
 
 class ListTypeRegistrationsInput(ServiceRequest):
-    Type: Optional[RegistryType]
-    TypeName: Optional[TypeName]
-    TypeArn: Optional[TypeArn]
-    RegistrationStatusFilter: Optional[RegistrationStatus]
-    MaxResults: Optional[MaxResults]
-    NextToken: Optional[NextToken]
+    Type: RegistryType | None
+    TypeName: TypeName | None
+    TypeArn: TypeArn | None
+    RegistrationStatusFilter: RegistrationStatus | None
+    MaxResults: MaxResults | None
+    NextToken: NextToken | None
 
 
-RegistrationTokenList = List[RegistrationToken]
+RegistrationTokenList = list[RegistrationToken]
 
 
 class ListTypeRegistrationsOutput(TypedDict, total=False):
-    RegistrationTokenList: Optional[RegistrationTokenList]
-    NextToken: Optional[NextToken]
+    RegistrationTokenList: RegistrationTokenList | None
+    NextToken: NextToken | None
 
 
 class ListTypeVersionsInput(ServiceRequest):
-    Type: Optional[RegistryType]
-    TypeName: Optional[TypeName]
-    Arn: Optional[TypeArn]
-    MaxResults: Optional[MaxResults]
-    NextToken: Optional[NextToken]
-    DeprecatedStatus: Optional[DeprecatedStatus]
-    PublisherId: Optional[PublisherId]
+    Type: RegistryType | None
+    TypeName: TypeName | None
+    Arn: TypeArn | None
+    MaxResults: MaxResults | None
+    NextToken: NextToken | None
+    DeprecatedStatus: DeprecatedStatus | None
+    PublisherId: PublisherId | None
 
 
 class TypeVersionSummary(TypedDict, total=False):
-    Type: Optional[RegistryType]
-    TypeName: Optional[TypeName]
-    VersionId: Optional[TypeVersionId]
-    IsDefaultVersion: Optional[IsDefaultVersion]
-    Arn: Optional[TypeArn]
-    TimeCreated: Optional[Timestamp]
-    Description: Optional[Description]
-    PublicVersionNumber: Optional[PublicVersionNumber]
+    Type: RegistryType | None
+    TypeName: TypeName | None
+    VersionId: TypeVersionId | None
+    IsDefaultVersion: IsDefaultVersion | None
+    Arn: TypeArn | None
+    TimeCreated: Timestamp | None
+    Description: Description | None
+    PublicVersionNumber: PublicVersionNumber | None
 
 
-TypeVersionSummaries = List[TypeVersionSummary]
+TypeVersionSummaries = list[TypeVersionSummary]
 
 
 class ListTypeVersionsOutput(TypedDict, total=False):
-    TypeVersionSummaries: Optional[TypeVersionSummaries]
-    NextToken: Optional[NextToken]
+    TypeVersionSummaries: TypeVersionSummaries | None
+    NextToken: NextToken | None
 
 
 class TypeFilters(TypedDict, total=False):
-    Category: Optional[Category]
-    PublisherId: Optional[PublisherId]
-    TypeNamePrefix: Optional[TypeNamePrefix]
+    Category: Category | None
+    PublisherId: PublisherId | None
+    TypeNamePrefix: TypeNamePrefix | None
 
 
 class ListTypesInput(ServiceRequest):
-    Visibility: Optional[Visibility]
-    ProvisioningType: Optional[ProvisioningType]
-    DeprecatedStatus: Optional[DeprecatedStatus]
-    Type: Optional[RegistryType]
-    Filters: Optional[TypeFilters]
-    MaxResults: Optional[MaxResults]
-    NextToken: Optional[NextToken]
+    Visibility: Visibility | None
+    ProvisioningType: ProvisioningType | None
+    DeprecatedStatus: DeprecatedStatus | None
+    Type: RegistryType | None
+    Filters: TypeFilters | None
+    MaxResults: MaxResults | None
+    NextToken: NextToken | None
 
 
 class TypeSummary(TypedDict, total=False):
-    Type: Optional[RegistryType]
-    TypeName: Optional[TypeName]
-    DefaultVersionId: Optional[TypeVersionId]
-    TypeArn: Optional[TypeArn]
-    LastUpdated: Optional[Timestamp]
-    Description: Optional[Description]
-    PublisherId: Optional[PublisherId]
-    OriginalTypeName: Optional[TypeName]
-    PublicVersionNumber: Optional[PublicVersionNumber]
-    LatestPublicVersion: Optional[PublicVersionNumber]
-    PublisherIdentity: Optional[IdentityProvider]
-    PublisherName: Optional[PublisherName]
-    IsActivated: Optional[IsActivated]
+    Type: RegistryType | None
+    TypeName: TypeName | None
+    DefaultVersionId: TypeVersionId | None
+    TypeArn: TypeArn | None
+    LastUpdated: Timestamp | None
+    Description: Description | None
+    PublisherId: PublisherId | None
+    OriginalTypeName: TypeName | None
+    PublicVersionNumber: PublicVersionNumber | None
+    LatestPublicVersion: PublicVersionNumber | None
+    PublisherIdentity: IdentityProvider | None
+    PublisherName: PublisherName | None
+    IsActivated: IsActivated | None
 
 
-TypeSummaries = List[TypeSummary]
+TypeSummaries = list[TypeSummary]
 
 
 class ListTypesOutput(TypedDict, total=False):
-    TypeSummaries: Optional[TypeSummaries]
-    NextToken: Optional[NextToken]
+    TypeSummaries: TypeSummaries | None
+    NextToken: NextToken | None
 
 
 class PublishTypeInput(ServiceRequest):
-    Type: Optional[ThirdPartyType]
-    Arn: Optional[PrivateTypeArn]
-    TypeName: Optional[TypeName]
-    PublicVersionNumber: Optional[PublicVersionNumber]
+    Type: ThirdPartyType | None
+    Arn: PrivateTypeArn | None
+    TypeName: TypeName | None
+    PublicVersionNumber: PublicVersionNumber | None
 
 
 class PublishTypeOutput(TypedDict, total=False):
-    PublicTypeArn: Optional[TypeArn]
+    PublicTypeArn: TypeArn | None
 
 
 class RecordHandlerProgressInput(ServiceRequest):
     BearerToken: ClientToken
     OperationStatus: OperationStatus
-    CurrentOperationStatus: Optional[OperationStatus]
-    StatusMessage: Optional[StatusMessage]
-    ErrorCode: Optional[HandlerErrorCode]
-    ResourceModel: Optional[ResourceModel]
-    ClientRequestToken: Optional[ClientRequestToken]
+    CurrentOperationStatus: OperationStatus | None
+    StatusMessage: StatusMessage | None
+    ErrorCode: HandlerErrorCode | None
+    ResourceModel: ResourceModel | None
+    ClientRequestToken: ClientRequestToken | None
 
 
 class RecordHandlerProgressOutput(TypedDict, total=False):
@@ -2710,61 +2710,61 @@ class RecordHandlerProgressOutput(TypedDict, total=False):
 
 
 class RegisterPublisherInput(ServiceRequest):
-    AcceptTermsAndConditions: Optional[AcceptTermsAndConditions]
-    ConnectionArn: Optional[ConnectionArn]
+    AcceptTermsAndConditions: AcceptTermsAndConditions | None
+    ConnectionArn: ConnectionArn | None
 
 
 class RegisterPublisherOutput(TypedDict, total=False):
-    PublisherId: Optional[PublisherId]
+    PublisherId: PublisherId | None
 
 
 class RegisterTypeInput(ServiceRequest):
-    Type: Optional[RegistryType]
+    Type: RegistryType | None
     TypeName: TypeName
     SchemaHandlerPackage: S3Url
-    LoggingConfig: Optional[LoggingConfig]
-    ExecutionRoleArn: Optional[RoleArn]
-    ClientRequestToken: Optional[RequestToken]
+    LoggingConfig: LoggingConfig | None
+    ExecutionRoleArn: RoleArn | None
+    ClientRequestToken: RequestToken | None
 
 
 class RegisterTypeOutput(TypedDict, total=False):
-    RegistrationToken: Optional[RegistrationToken]
+    RegistrationToken: RegistrationToken | None
 
 
 class RollbackStackInput(ServiceRequest):
     StackName: StackNameOrId
-    RoleARN: Optional[RoleARN]
-    ClientRequestToken: Optional[ClientRequestToken]
-    RetainExceptOnCreate: Optional[RetainExceptOnCreate]
+    RoleARN: RoleARN | None
+    ClientRequestToken: ClientRequestToken | None
+    RetainExceptOnCreate: RetainExceptOnCreate | None
 
 
 class RollbackStackOutput(TypedDict, total=False):
-    StackId: Optional[StackId]
+    StackId: StackId | None
 
 
 class SetStackPolicyInput(ServiceRequest):
     StackName: StackName
-    StackPolicyBody: Optional[StackPolicyBody]
-    StackPolicyURL: Optional[StackPolicyURL]
+    StackPolicyBody: StackPolicyBody | None
+    StackPolicyURL: StackPolicyURL | None
 
 
 class SetTypeConfigurationInput(ServiceRequest):
-    TypeArn: Optional[TypeArn]
+    TypeArn: TypeArn | None
     Configuration: TypeConfiguration
-    ConfigurationAlias: Optional[TypeConfigurationAlias]
-    TypeName: Optional[TypeName]
-    Type: Optional[ThirdPartyType]
+    ConfigurationAlias: TypeConfigurationAlias | None
+    TypeName: TypeName | None
+    Type: ThirdPartyType | None
 
 
 class SetTypeConfigurationOutput(TypedDict, total=False):
-    ConfigurationArn: Optional[TypeConfigurationArn]
+    ConfigurationArn: TypeConfigurationArn | None
 
 
 class SetTypeDefaultVersionInput(ServiceRequest):
-    Arn: Optional[PrivateTypeArn]
-    Type: Optional[RegistryType]
-    TypeName: Optional[TypeName]
-    VersionId: Optional[TypeVersionId]
+    Arn: PrivateTypeArn | None
+    Type: RegistryType | None
+    TypeName: TypeName | None
+    VersionId: TypeVersionId | None
 
 
 class SetTypeDefaultVersionOutput(TypedDict, total=False):
@@ -2779,18 +2779,18 @@ class SignalResourceInput(ServiceRequest):
 
 
 class StartResourceScanInput(ServiceRequest):
-    ClientRequestToken: Optional[ClientRequestToken]
-    ScanFilters: Optional[ScanFilters]
+    ClientRequestToken: ClientRequestToken | None
+    ScanFilters: ScanFilters | None
 
 
 class StartResourceScanOutput(TypedDict, total=False):
-    ResourceScanId: Optional[ResourceScanId]
+    ResourceScanId: ResourceScanId | None
 
 
 class StopStackSetOperationInput(ServiceRequest):
     StackSetName: StackSetName
     OperationId: ClientRequestToken
-    CallAs: Optional[CallAs]
+    CallAs: CallAs | None
 
 
 class StopStackSetOperationOutput(TypedDict, total=False):
@@ -2798,104 +2798,104 @@ class StopStackSetOperationOutput(TypedDict, total=False):
 
 
 class TemplateParameter(TypedDict, total=False):
-    ParameterKey: Optional[ParameterKey]
-    DefaultValue: Optional[ParameterValue]
-    NoEcho: Optional[NoEcho]
-    Description: Optional[Description]
+    ParameterKey: ParameterKey | None
+    DefaultValue: ParameterValue | None
+    NoEcho: NoEcho | None
+    Description: Description | None
 
 
-TemplateParameters = List[TemplateParameter]
+TemplateParameters = list[TemplateParameter]
 
 
 class TestTypeInput(ServiceRequest):
-    Arn: Optional[TypeArn]
-    Type: Optional[ThirdPartyType]
-    TypeName: Optional[TypeName]
-    VersionId: Optional[TypeVersionId]
-    LogDeliveryBucket: Optional[S3Bucket]
+    Arn: TypeArn | None
+    Type: ThirdPartyType | None
+    TypeName: TypeName | None
+    VersionId: TypeVersionId | None
+    LogDeliveryBucket: S3Bucket | None
 
 
 class TestTypeOutput(TypedDict, total=False):
-    TypeVersionArn: Optional[TypeArn]
+    TypeVersionArn: TypeArn | None
 
 
 class UpdateGeneratedTemplateInput(ServiceRequest):
     GeneratedTemplateName: GeneratedTemplateName
-    NewGeneratedTemplateName: Optional[GeneratedTemplateName]
-    AddResources: Optional[ResourceDefinitions]
-    RemoveResources: Optional[JazzLogicalResourceIds]
-    RefreshAllResources: Optional[RefreshAllResources]
-    TemplateConfiguration: Optional[TemplateConfiguration]
+    NewGeneratedTemplateName: GeneratedTemplateName | None
+    AddResources: ResourceDefinitions | None
+    RemoveResources: JazzLogicalResourceIds | None
+    RefreshAllResources: RefreshAllResources | None
+    TemplateConfiguration: TemplateConfiguration | None
 
 
 class UpdateGeneratedTemplateOutput(TypedDict, total=False):
-    GeneratedTemplateId: Optional[GeneratedTemplateId]
+    GeneratedTemplateId: GeneratedTemplateId | None
 
 
 class UpdateStackInput(ServiceRequest):
     StackName: StackName
-    TemplateBody: Optional[TemplateBody]
-    TemplateURL: Optional[TemplateURL]
-    UsePreviousTemplate: Optional[UsePreviousTemplate]
-    StackPolicyDuringUpdateBody: Optional[StackPolicyDuringUpdateBody]
-    StackPolicyDuringUpdateURL: Optional[StackPolicyDuringUpdateURL]
-    Parameters: Optional[Parameters]
-    Capabilities: Optional[Capabilities]
-    ResourceTypes: Optional[ResourceTypes]
-    RoleARN: Optional[RoleARN]
-    RollbackConfiguration: Optional[RollbackConfiguration]
-    StackPolicyBody: Optional[StackPolicyBody]
-    StackPolicyURL: Optional[StackPolicyURL]
-    NotificationARNs: Optional[NotificationARNs]
-    Tags: Optional[Tags]
-    DisableRollback: Optional[DisableRollback]
-    ClientRequestToken: Optional[ClientRequestToken]
-    RetainExceptOnCreate: Optional[RetainExceptOnCreate]
+    TemplateBody: TemplateBody | None
+    TemplateURL: TemplateURL | None
+    UsePreviousTemplate: UsePreviousTemplate | None
+    StackPolicyDuringUpdateBody: StackPolicyDuringUpdateBody | None
+    StackPolicyDuringUpdateURL: StackPolicyDuringUpdateURL | None
+    Parameters: Parameters | None
+    Capabilities: Capabilities | None
+    ResourceTypes: ResourceTypes | None
+    RoleARN: RoleARN | None
+    RollbackConfiguration: RollbackConfiguration | None
+    StackPolicyBody: StackPolicyBody | None
+    StackPolicyURL: StackPolicyURL | None
+    NotificationARNs: NotificationARNs | None
+    Tags: Tags | None
+    DisableRollback: DisableRollback | None
+    ClientRequestToken: ClientRequestToken | None
+    RetainExceptOnCreate: RetainExceptOnCreate | None
 
 
 class UpdateStackInstancesInput(ServiceRequest):
     StackSetName: StackSetNameOrId
-    Accounts: Optional[AccountList]
-    DeploymentTargets: Optional[DeploymentTargets]
+    Accounts: AccountList | None
+    DeploymentTargets: DeploymentTargets | None
     Regions: RegionList
-    ParameterOverrides: Optional[Parameters]
-    OperationPreferences: Optional[StackSetOperationPreferences]
-    OperationId: Optional[ClientRequestToken]
-    CallAs: Optional[CallAs]
+    ParameterOverrides: Parameters | None
+    OperationPreferences: StackSetOperationPreferences | None
+    OperationId: ClientRequestToken | None
+    CallAs: CallAs | None
 
 
 class UpdateStackInstancesOutput(TypedDict, total=False):
-    OperationId: Optional[ClientRequestToken]
+    OperationId: ClientRequestToken | None
 
 
 class UpdateStackOutput(TypedDict, total=False):
-    StackId: Optional[StackId]
+    StackId: StackId | None
 
 
 class UpdateStackSetInput(ServiceRequest):
     StackSetName: StackSetName
-    Description: Optional[Description]
-    TemplateBody: Optional[TemplateBody]
-    TemplateURL: Optional[TemplateURL]
-    UsePreviousTemplate: Optional[UsePreviousTemplate]
-    Parameters: Optional[Parameters]
-    Capabilities: Optional[Capabilities]
-    Tags: Optional[Tags]
-    OperationPreferences: Optional[StackSetOperationPreferences]
-    AdministrationRoleARN: Optional[RoleARN]
-    ExecutionRoleName: Optional[ExecutionRoleName]
-    DeploymentTargets: Optional[DeploymentTargets]
-    PermissionModel: Optional[PermissionModels]
-    AutoDeployment: Optional[AutoDeployment]
-    OperationId: Optional[ClientRequestToken]
-    Accounts: Optional[AccountList]
-    Regions: Optional[RegionList]
-    CallAs: Optional[CallAs]
-    ManagedExecution: Optional[ManagedExecution]
+    Description: Description | None
+    TemplateBody: TemplateBody | None
+    TemplateURL: TemplateURL | None
+    UsePreviousTemplate: UsePreviousTemplate | None
+    Parameters: Parameters | None
+    Capabilities: Capabilities | None
+    Tags: Tags | None
+    OperationPreferences: StackSetOperationPreferences | None
+    AdministrationRoleARN: RoleARN | None
+    ExecutionRoleName: ExecutionRoleName | None
+    DeploymentTargets: DeploymentTargets | None
+    PermissionModel: PermissionModels | None
+    AutoDeployment: AutoDeployment | None
+    OperationId: ClientRequestToken | None
+    Accounts: AccountList | None
+    Regions: RegionList | None
+    CallAs: CallAs | None
+    ManagedExecution: ManagedExecution | None
 
 
 class UpdateStackSetOutput(TypedDict, total=False):
-    OperationId: Optional[ClientRequestToken]
+    OperationId: ClientRequestToken | None
 
 
 class UpdateTerminationProtectionInput(ServiceRequest):
@@ -2904,25 +2904,25 @@ class UpdateTerminationProtectionInput(ServiceRequest):
 
 
 class UpdateTerminationProtectionOutput(TypedDict, total=False):
-    StackId: Optional[StackId]
+    StackId: StackId | None
 
 
 class ValidateTemplateInput(ServiceRequest):
-    TemplateBody: Optional[TemplateBody]
-    TemplateURL: Optional[TemplateURL]
+    TemplateBody: TemplateBody | None
+    TemplateURL: TemplateURL | None
 
 
 class ValidateTemplateOutput(TypedDict, total=False):
-    Parameters: Optional[TemplateParameters]
-    Description: Optional[Description]
-    Capabilities: Optional[Capabilities]
-    CapabilitiesReason: Optional[CapabilitiesReason]
-    DeclaredTransforms: Optional[TransformsList]
+    Parameters: TemplateParameters | None
+    Description: Description | None
+    Capabilities: Capabilities | None
+    CapabilitiesReason: CapabilitiesReason | None
+    DeclaredTransforms: TransformsList | None
 
 
 class CloudformationApi:
-    service = "cloudformation"
-    version = "2010-05-15"
+    service: str = "cloudformation"
+    version: str = "2010-05-15"
 
     @handler("ActivateOrganizationsAccess")
     def activate_organizations_access(
diff --git a/localstack-core/localstack/aws/api/cloudwatch/__init__.py b/localstack-core/localstack/aws/api/cloudwatch/__init__.py
index 5739823f29805..bb68ce1b6d887 100644
--- a/localstack-core/localstack/aws/api/cloudwatch/__init__.py
+++ b/localstack-core/localstack/aws/api/cloudwatch/__init__.py
@@ -1,6 +1,6 @@
 from datetime import datetime
 from enum import StrEnum
-from typing import Dict, List, Optional, TypedDict
+from typing import TypedDict
 
 from localstack.aws.api import RequestContext, ServiceException, ServiceRequest, handler
 
@@ -222,18 +222,18 @@ class ConflictException(ServiceException):
 
 
 class DashboardValidationMessage(TypedDict, total=False):
-    DataPath: Optional[DataPath]
-    Message: Optional[Message]
+    DataPath: DataPath | None
+    Message: Message | None
 
 
-DashboardValidationMessages = List[DashboardValidationMessage]
+DashboardValidationMessages = list[DashboardValidationMessage]
 
 
 class DashboardInvalidInputError(ServiceException):
     code: str = "InvalidParameterInput"
     sender_fault: bool = True
     status_code: int = 400
-    dashboardValidationMessages: Optional[DashboardValidationMessages]
+    dashboardValidationMessages: DashboardValidationMessages | None
 
 
 class DashboardNotFoundError(ServiceException):
@@ -300,38 +300,38 @@ class ResourceNotFoundException(ServiceException):
     code: str = "ResourceNotFoundException"
     sender_fault: bool = True
     status_code: int = 404
-    ResourceType: Optional[ResourceType]
-    ResourceId: Optional[ResourceId]
+    ResourceType: ResourceType | None
+    ResourceId: ResourceId | None
 
 
 Timestamp = datetime
-ContributorAttributes = Dict[AttributeName, AttributeValue]
+ContributorAttributes = dict[AttributeName, AttributeValue]
 
 
 class AlarmContributor(TypedDict, total=False):
     ContributorId: ContributorId
     ContributorAttributes: ContributorAttributes
     StateReason: StateReason
-    StateTransitionedTimestamp: Optional[Timestamp]
+    StateTransitionedTimestamp: Timestamp | None
 
 
-AlarmContributors = List[AlarmContributor]
+AlarmContributors = list[AlarmContributor]
 
 
 class AlarmHistoryItem(TypedDict, total=False):
-    AlarmName: Optional[AlarmName]
-    AlarmContributorId: Optional[ContributorId]
-    AlarmType: Optional[AlarmType]
-    Timestamp: Optional[Timestamp]
-    HistoryItemType: Optional[HistoryItemType]
-    HistorySummary: Optional[HistorySummary]
-    HistoryData: Optional[HistoryData]
-    AlarmContributorAttributes: Optional[ContributorAttributes]
+    AlarmName: AlarmName | None
+    AlarmContributorId: ContributorId | None
+    AlarmType: AlarmType | None
+    Timestamp: Timestamp | None
+    HistoryItemType: HistoryItemType | None
+    HistorySummary: HistorySummary | None
+    HistoryData: HistoryData | None
+    AlarmContributorAttributes: ContributorAttributes | None
 
 
-AlarmHistoryItems = List[AlarmHistoryItem]
-AlarmNames = List[AlarmName]
-AlarmTypes = List[AlarmType]
+AlarmHistoryItems = list[AlarmHistoryItem]
+AlarmNames = list[AlarmName]
+AlarmTypes = list[AlarmType]
 
 
 class Dimension(TypedDict, total=False):
@@ -339,49 +339,49 @@ class Dimension(TypedDict, total=False):
     Value: DimensionValue
 
 
-Dimensions = List[Dimension]
+Dimensions = list[Dimension]
 
 
 class Metric(TypedDict, total=False):
-    Namespace: Optional[Namespace]
-    MetricName: Optional[MetricName]
-    Dimensions: Optional[Dimensions]
+    Namespace: Namespace | None
+    MetricName: MetricName | None
+    Dimensions: Dimensions | None
 
 
 class MetricStat(TypedDict, total=False):
     Metric: Metric
     Period: Period
     Stat: Stat
-    Unit: Optional[StandardUnit]
+    Unit: StandardUnit | None
 
 
 class MetricDataQuery(TypedDict, total=False):
     Id: MetricId
-    MetricStat: Optional[MetricStat]
-    Expression: Optional[MetricExpression]
-    Label: Optional[MetricLabel]
-    ReturnData: Optional[ReturnData]
-    Period: Optional[Period]
-    AccountId: Optional[AccountId]
+    MetricStat: MetricStat | None
+    Expression: MetricExpression | None
+    Label: MetricLabel | None
+    ReturnData: ReturnData | None
+    Period: Period | None
+    AccountId: AccountId | None
 
 
-MetricDataQueries = List[MetricDataQuery]
+MetricDataQueries = list[MetricDataQuery]
 
 
 class MetricMathAnomalyDetector(TypedDict, total=False):
-    MetricDataQueries: Optional[MetricDataQueries]
+    MetricDataQueries: MetricDataQueries | None
 
 
 class SingleMetricAnomalyDetector(TypedDict, total=False):
-    AccountId: Optional[AccountId]
-    Namespace: Optional[Namespace]
-    MetricName: Optional[MetricName]
-    Dimensions: Optional[Dimensions]
-    Stat: Optional[AnomalyDetectorMetricStat]
+    AccountId: AccountId | None
+    Namespace: Namespace | None
+    MetricName: MetricName | None
+    Dimensions: Dimensions | None
+    Stat: AnomalyDetectorMetricStat | None
 
 
 class MetricCharacteristics(TypedDict, total=False):
-    PeriodicSpikes: Optional[PeriodicSpikes]
+    PeriodicSpikes: PeriodicSpikes | None
 
 
 class Range(TypedDict, total=False):
@@ -389,94 +389,94 @@ class Range(TypedDict, total=False):
     EndTime: Timestamp
 
 
-AnomalyDetectorExcludedTimeRanges = List[Range]
+AnomalyDetectorExcludedTimeRanges = list[Range]
 
 
 class AnomalyDetectorConfiguration(TypedDict, total=False):
-    ExcludedTimeRanges: Optional[AnomalyDetectorExcludedTimeRanges]
-    MetricTimezone: Optional[AnomalyDetectorMetricTimezone]
+    ExcludedTimeRanges: AnomalyDetectorExcludedTimeRanges | None
+    MetricTimezone: AnomalyDetectorMetricTimezone | None
 
 
 class AnomalyDetector(TypedDict, total=False):
-    Namespace: Optional[Namespace]
-    MetricName: Optional[MetricName]
-    Dimensions: Optional[Dimensions]
-    Stat: Optional[AnomalyDetectorMetricStat]
-    Configuration: Optional[AnomalyDetectorConfiguration]
-    StateValue: Optional[AnomalyDetectorStateValue]
-    MetricCharacteristics: Optional[MetricCharacteristics]
-    SingleMetricAnomalyDetector: Optional[SingleMetricAnomalyDetector]
-    MetricMathAnomalyDetector: Optional[MetricMathAnomalyDetector]
+    Namespace: Namespace | None
+    MetricName: MetricName | None
+    Dimensions: Dimensions | None
+    Stat: AnomalyDetectorMetricStat | None
+    Configuration: AnomalyDetectorConfiguration | None
+    StateValue: AnomalyDetectorStateValue | None
+    MetricCharacteristics: MetricCharacteristics | None
+    SingleMetricAnomalyDetector: SingleMetricAnomalyDetector | None
+    MetricMathAnomalyDetector: MetricMathAnomalyDetector | None
 
 
-AnomalyDetectorTypes = List[AnomalyDetectorType]
-AnomalyDetectors = List[AnomalyDetector]
+AnomalyDetectorTypes = list[AnomalyDetectorType]
+AnomalyDetectors = list[AnomalyDetector]
 
 
 class PartialFailure(TypedDict, total=False):
-    FailureResource: Optional[FailureResource]
-    ExceptionType: Optional[ExceptionType]
-    FailureCode: Optional[FailureCode]
-    FailureDescription: Optional[FailureDescription]
+    FailureResource: FailureResource | None
+    ExceptionType: ExceptionType | None
+    FailureCode: FailureCode | None
+    FailureDescription: FailureDescription | None
 
 
-BatchFailures = List[PartialFailure]
-ResourceList = List[ResourceName]
+BatchFailures = list[PartialFailure]
+ResourceList = list[ResourceName]
 
 
 class CompositeAlarm(TypedDict, total=False):
-    ActionsEnabled: Optional[ActionsEnabled]
-    AlarmActions: Optional[ResourceList]
-    AlarmArn: Optional[AlarmArn]
-    AlarmConfigurationUpdatedTimestamp: Optional[Timestamp]
-    AlarmDescription: Optional[AlarmDescription]
-    AlarmName: Optional[AlarmName]
-    AlarmRule: Optional[AlarmRule]
-    InsufficientDataActions: Optional[ResourceList]
-    OKActions: Optional[ResourceList]
-    StateReason: Optional[StateReason]
-    StateReasonData: Optional[StateReasonData]
-    StateUpdatedTimestamp: Optional[Timestamp]
-    StateValue: Optional[StateValue]
-    StateTransitionedTimestamp: Optional[Timestamp]
-    ActionsSuppressedBy: Optional[ActionsSuppressedBy]
-    ActionsSuppressedReason: Optional[ActionsSuppressedReason]
-    ActionsSuppressor: Optional[AlarmArn]
-    ActionsSuppressorWaitPeriod: Optional[SuppressorPeriod]
-    ActionsSuppressorExtensionPeriod: Optional[SuppressorPeriod]
-
-
-CompositeAlarms = List[CompositeAlarm]
-Counts = List[DatapointValue]
+    ActionsEnabled: ActionsEnabled | None
+    AlarmActions: ResourceList | None
+    AlarmArn: AlarmArn | None
+    AlarmConfigurationUpdatedTimestamp: Timestamp | None
+    AlarmDescription: AlarmDescription | None
+    AlarmName: AlarmName | None
+    AlarmRule: AlarmRule | None
+    InsufficientDataActions: ResourceList | None
+    OKActions: ResourceList | None
+    StateReason: StateReason | None
+    StateReasonData: StateReasonData | None
+    StateUpdatedTimestamp: Timestamp | None
+    StateValue: StateValue | None
+    StateTransitionedTimestamp: Timestamp | None
+    ActionsSuppressedBy: ActionsSuppressedBy | None
+    ActionsSuppressedReason: ActionsSuppressedReason | None
+    ActionsSuppressor: AlarmArn | None
+    ActionsSuppressorWaitPeriod: SuppressorPeriod | None
+    ActionsSuppressorExtensionPeriod: SuppressorPeriod | None
+
+
+CompositeAlarms = list[CompositeAlarm]
+Counts = list[DatapointValue]
 Size = int
 LastModified = datetime
 
 
 class DashboardEntry(TypedDict, total=False):
-    DashboardName: Optional[DashboardName]
-    DashboardArn: Optional[DashboardArn]
-    LastModified: Optional[LastModified]
-    Size: Optional[Size]
+    DashboardName: DashboardName | None
+    DashboardArn: DashboardArn | None
+    LastModified: LastModified | None
+    Size: Size | None
 
 
-DashboardEntries = List[DashboardEntry]
-DashboardNames = List[DashboardName]
-DatapointValueMap = Dict[ExtendedStatistic, DatapointValue]
+DashboardEntries = list[DashboardEntry]
+DashboardNames = list[DashboardName]
+DatapointValueMap = dict[ExtendedStatistic, DatapointValue]
 
 
 class Datapoint(TypedDict, total=False):
-    Timestamp: Optional[Timestamp]
-    SampleCount: Optional[DatapointValue]
-    Average: Optional[DatapointValue]
-    Sum: Optional[DatapointValue]
-    Minimum: Optional[DatapointValue]
-    Maximum: Optional[DatapointValue]
-    Unit: Optional[StandardUnit]
-    ExtendedStatistics: Optional[DatapointValueMap]
+    Timestamp: Timestamp | None
+    SampleCount: DatapointValue | None
+    Average: DatapointValue | None
+    Sum: DatapointValue | None
+    Minimum: DatapointValue | None
+    Maximum: DatapointValue | None
+    Unit: StandardUnit | None
+    ExtendedStatistics: DatapointValueMap | None
 
 
-DatapointValues = List[DatapointValue]
-Datapoints = List[Datapoint]
+DatapointValues = list[DatapointValue]
+Datapoints = list[Datapoint]
 
 
 class DeleteAlarmsInput(ServiceRequest):
@@ -484,12 +484,12 @@ class DeleteAlarmsInput(ServiceRequest):
 
 
 class DeleteAnomalyDetectorInput(ServiceRequest):
-    Namespace: Optional[Namespace]
-    MetricName: Optional[MetricName]
-    Dimensions: Optional[Dimensions]
-    Stat: Optional[AnomalyDetectorMetricStat]
-    SingleMetricAnomalyDetector: Optional[SingleMetricAnomalyDetector]
-    MetricMathAnomalyDetector: Optional[MetricMathAnomalyDetector]
+    Namespace: Namespace | None
+    MetricName: MetricName | None
+    Dimensions: Dimensions | None
+    Stat: AnomalyDetectorMetricStat | None
+    SingleMetricAnomalyDetector: SingleMetricAnomalyDetector | None
+    MetricMathAnomalyDetector: MetricMathAnomalyDetector | None
 
 
 class DeleteAnomalyDetectorOutput(TypedDict, total=False):
@@ -504,7 +504,7 @@ class DeleteDashboardsOutput(TypedDict, total=False):
     pass
 
 
-InsightRuleNames = List[InsightRuleName]
+InsightRuleNames = list[InsightRuleName]
 
 
 class DeleteInsightRulesInput(ServiceRequest):
@@ -512,7 +512,7 @@ class DeleteInsightRulesInput(ServiceRequest):
 
 
 class DeleteInsightRulesOutput(TypedDict, total=False):
-    Failures: Optional[BatchFailures]
+    Failures: BatchFailures | None
 
 
 class DeleteMetricStreamInput(ServiceRequest):
@@ -525,115 +525,115 @@ class DeleteMetricStreamOutput(TypedDict, total=False):
 
 class DescribeAlarmContributorsInput(ServiceRequest):
     AlarmName: AlarmName
-    NextToken: Optional[NextToken]
+    NextToken: NextToken | None
 
 
 class DescribeAlarmContributorsOutput(TypedDict, total=False):
     AlarmContributors: AlarmContributors
-    NextToken: Optional[NextToken]
+    NextToken: NextToken | None
 
 
 class DescribeAlarmHistoryInput(ServiceRequest):
-    AlarmName: Optional[AlarmName]
-    AlarmContributorId: Optional[ContributorId]
-    AlarmTypes: Optional[AlarmTypes]
-    HistoryItemType: Optional[HistoryItemType]
-    StartDate: Optional[Timestamp]
-    EndDate: Optional[Timestamp]
-    MaxRecords: Optional[MaxRecords]
-    NextToken: Optional[NextToken]
-    ScanBy: Optional[ScanBy]
+    AlarmName: AlarmName | None
+    AlarmContributorId: ContributorId | None
+    AlarmTypes: AlarmTypes | None
+    HistoryItemType: HistoryItemType | None
+    StartDate: Timestamp | None
+    EndDate: Timestamp | None
+    MaxRecords: MaxRecords | None
+    NextToken: NextToken | None
+    ScanBy: ScanBy | None
 
 
 class DescribeAlarmHistoryOutput(TypedDict, total=False):
-    AlarmHistoryItems: Optional[AlarmHistoryItems]
-    NextToken: Optional[NextToken]
+    AlarmHistoryItems: AlarmHistoryItems | None
+    NextToken: NextToken | None
 
 
 class DescribeAlarmsForMetricInput(ServiceRequest):
     MetricName: MetricName
     Namespace: Namespace
-    Statistic: Optional[Statistic]
-    ExtendedStatistic: Optional[ExtendedStatistic]
-    Dimensions: Optional[Dimensions]
-    Period: Optional[Period]
-    Unit: Optional[StandardUnit]
+    Statistic: Statistic | None
+    ExtendedStatistic: ExtendedStatistic | None
+    Dimensions: Dimensions | None
+    Period: Period | None
+    Unit: StandardUnit | None
 
 
 class MetricAlarm(TypedDict, total=False):
-    AlarmName: Optional[AlarmName]
-    AlarmArn: Optional[AlarmArn]
-    AlarmDescription: Optional[AlarmDescription]
-    AlarmConfigurationUpdatedTimestamp: Optional[Timestamp]
-    ActionsEnabled: Optional[ActionsEnabled]
-    OKActions: Optional[ResourceList]
-    AlarmActions: Optional[ResourceList]
-    InsufficientDataActions: Optional[ResourceList]
-    StateValue: Optional[StateValue]
-    StateReason: Optional[StateReason]
-    StateReasonData: Optional[StateReasonData]
-    StateUpdatedTimestamp: Optional[Timestamp]
-    MetricName: Optional[MetricName]
-    Namespace: Optional[Namespace]
-    Statistic: Optional[Statistic]
-    ExtendedStatistic: Optional[ExtendedStatistic]
-    Dimensions: Optional[Dimensions]
-    Period: Optional[Period]
-    Unit: Optional[StandardUnit]
-    EvaluationPeriods: Optional[EvaluationPeriods]
-    DatapointsToAlarm: Optional[DatapointsToAlarm]
-    Threshold: Optional[Threshold]
-    ComparisonOperator: Optional[ComparisonOperator]
-    TreatMissingData: Optional[TreatMissingData]
-    EvaluateLowSampleCountPercentile: Optional[EvaluateLowSampleCountPercentile]
-    Metrics: Optional[MetricDataQueries]
-    ThresholdMetricId: Optional[MetricId]
-    EvaluationState: Optional[EvaluationState]
-    StateTransitionedTimestamp: Optional[Timestamp]
-
-
-MetricAlarms = List[MetricAlarm]
+    AlarmName: AlarmName | None
+    AlarmArn: AlarmArn | None
+    AlarmDescription: AlarmDescription | None
+    AlarmConfigurationUpdatedTimestamp: Timestamp | None
+    ActionsEnabled: ActionsEnabled | None
+    OKActions: ResourceList | None
+    AlarmActions: ResourceList | None
+    InsufficientDataActions: ResourceList | None
+    StateValue: StateValue | None
+    StateReason: StateReason | None
+    StateReasonData: StateReasonData | None
+    StateUpdatedTimestamp: Timestamp | None
+    MetricName: MetricName | None
+    Namespace: Namespace | None
+    Statistic: Statistic | None
+    ExtendedStatistic: ExtendedStatistic | None
+    Dimensions: Dimensions | None
+    Period: Period | None
+    Unit: StandardUnit | None
+    EvaluationPeriods: EvaluationPeriods | None
+    DatapointsToAlarm: DatapointsToAlarm | None
+    Threshold: Threshold | None
+    ComparisonOperator: ComparisonOperator | None
+    TreatMissingData: TreatMissingData | None
+    EvaluateLowSampleCountPercentile: EvaluateLowSampleCountPercentile | None
+    Metrics: MetricDataQueries | None
+    ThresholdMetricId: MetricId | None
+    EvaluationState: EvaluationState | None
+    StateTransitionedTimestamp: Timestamp | None
+
+
+MetricAlarms = list[MetricAlarm]
 
 
 class DescribeAlarmsForMetricOutput(TypedDict, total=False):
-    MetricAlarms: Optional[MetricAlarms]
+    MetricAlarms: MetricAlarms | None
 
 
 class DescribeAlarmsInput(ServiceRequest):
-    AlarmNames: Optional[AlarmNames]
-    AlarmNamePrefix: Optional[AlarmNamePrefix]
-    AlarmTypes: Optional[AlarmTypes]
-    ChildrenOfAlarmName: Optional[AlarmName]
-    ParentsOfAlarmName: Optional[AlarmName]
-    StateValue: Optional[StateValue]
-    ActionPrefix: Optional[ActionPrefix]
-    MaxRecords: Optional[MaxRecords]
-    NextToken: Optional[NextToken]
+    AlarmNames: AlarmNames | None
+    AlarmNamePrefix: AlarmNamePrefix | None
+    AlarmTypes: AlarmTypes | None
+    ChildrenOfAlarmName: AlarmName | None
+    ParentsOfAlarmName: AlarmName | None
+    StateValue: StateValue | None
+    ActionPrefix: ActionPrefix | None
+    MaxRecords: MaxRecords | None
+    NextToken: NextToken | None
 
 
 class DescribeAlarmsOutput(TypedDict, total=False):
-    CompositeAlarms: Optional[CompositeAlarms]
-    MetricAlarms: Optional[MetricAlarms]
-    NextToken: Optional[NextToken]
+    CompositeAlarms: CompositeAlarms | None
+    MetricAlarms: MetricAlarms | None
+    NextToken: NextToken | None
 
 
 class DescribeAnomalyDetectorsInput(ServiceRequest):
-    NextToken: Optional[NextToken]
-    MaxResults: Optional[MaxReturnedResultsCount]
-    Namespace: Optional[Namespace]
-    MetricName: Optional[MetricName]
-    Dimensions: Optional[Dimensions]
-    AnomalyDetectorTypes: Optional[AnomalyDetectorTypes]
+    NextToken: NextToken | None
+    MaxResults: MaxReturnedResultsCount | None
+    Namespace: Namespace | None
+    MetricName: MetricName | None
+    Dimensions: Dimensions | None
+    AnomalyDetectorTypes: AnomalyDetectorTypes | None
 
 
 class DescribeAnomalyDetectorsOutput(TypedDict, total=False):
-    AnomalyDetectors: Optional[AnomalyDetectors]
-    NextToken: Optional[NextToken]
+    AnomalyDetectors: AnomalyDetectors | None
+    NextToken: NextToken | None
 
 
 class DescribeInsightRulesInput(ServiceRequest):
-    NextToken: Optional[NextToken]
-    MaxResults: Optional[InsightRuleMaxResults]
+    NextToken: NextToken | None
+    MaxResults: InsightRuleMaxResults | None
 
 
 class InsightRule(TypedDict, total=False):
@@ -641,24 +641,24 @@ class InsightRule(TypedDict, total=False):
     State: InsightRuleState
     Schema: InsightRuleSchema
     Definition: InsightRuleDefinition
-    ManagedRule: Optional[InsightRuleIsManaged]
-    ApplyOnTransformedLogs: Optional[InsightRuleOnTransformedLogs]
+    ManagedRule: InsightRuleIsManaged | None
+    ApplyOnTransformedLogs: InsightRuleOnTransformedLogs | None
 
 
-InsightRules = List[InsightRule]
+InsightRules = list[InsightRule]
 
 
 class DescribeInsightRulesOutput(TypedDict, total=False):
-    NextToken: Optional[NextToken]
-    InsightRules: Optional[InsightRules]
+    NextToken: NextToken | None
+    InsightRules: InsightRules | None
 
 
 class DimensionFilter(TypedDict, total=False):
     Name: DimensionName
-    Value: Optional[DimensionValue]
+    Value: DimensionValue | None
 
 
-DimensionFilters = List[DimensionFilter]
+DimensionFilters = list[DimensionFilter]
 
 
 class DisableAlarmActionsInput(ServiceRequest):
@@ -670,7 +670,7 @@ class DisableInsightRulesInput(ServiceRequest):
 
 
 class DisableInsightRulesOutput(TypedDict, total=False):
-    Failures: Optional[BatchFailures]
+    Failures: BatchFailures | None
 
 
 class EnableAlarmActionsInput(ServiceRequest):
@@ -682,19 +682,19 @@ class EnableInsightRulesInput(ServiceRequest):
 
 
 class EnableInsightRulesOutput(TypedDict, total=False):
-    Failures: Optional[BatchFailures]
+    Failures: BatchFailures | None
 
 
-EntityAttributesMap = Dict[EntityAttributesMapKeyString, EntityAttributesMapValueString]
-EntityKeyAttributesMap = Dict[EntityKeyAttributesMapKeyString, EntityKeyAttributesMapValueString]
+EntityAttributesMap = dict[EntityAttributesMapKeyString, EntityAttributesMapValueString]
+EntityKeyAttributesMap = dict[EntityKeyAttributesMapKeyString, EntityKeyAttributesMapValueString]
 
 
 class Entity(TypedDict, total=False):
-    KeyAttributes: Optional[EntityKeyAttributesMap]
-    Attributes: Optional[EntityAttributesMap]
+    KeyAttributes: EntityKeyAttributesMap | None
+    Attributes: EntityAttributesMap | None
 
 
-Values = List[DatapointValue]
+Values = list[DatapointValue]
 
 
 class StatisticSet(TypedDict, total=False):
@@ -706,26 +706,26 @@ class StatisticSet(TypedDict, total=False):
 
 class MetricDatum(TypedDict, total=False):
     MetricName: MetricName
-    Dimensions: Optional[Dimensions]
-    Timestamp: Optional[Timestamp]
-    Value: Optional[DatapointValue]
-    StatisticValues: Optional[StatisticSet]
-    Values: Optional[Values]
-    Counts: Optional[Counts]
-    Unit: Optional[StandardUnit]
-    StorageResolution: Optional[StorageResolution]
+    Dimensions: Dimensions | None
+    Timestamp: Timestamp | None
+    Value: DatapointValue | None
+    StatisticValues: StatisticSet | None
+    Values: Values | None
+    Counts: Counts | None
+    Unit: StandardUnit | None
+    StorageResolution: StorageResolution | None
 
 
-MetricData = List[MetricDatum]
+MetricData = list[MetricDatum]
 
 
 class EntityMetricData(TypedDict, total=False):
-    Entity: Optional[Entity]
-    MetricData: Optional[MetricData]
+    Entity: Entity | None
+    MetricData: MetricData | None
 
 
-EntityMetricDataList = List[EntityMetricData]
-ExtendedStatistics = List[ExtendedStatistic]
+EntityMetricDataList = list[EntityMetricData]
+ExtendedStatistics = list[ExtendedStatistic]
 
 
 class GetDashboardInput(ServiceRequest):
@@ -733,12 +733,12 @@ class GetDashboardInput(ServiceRequest):
 
 
 class GetDashboardOutput(TypedDict, total=False):
-    DashboardArn: Optional[DashboardArn]
-    DashboardBody: Optional[DashboardBody]
-    DashboardName: Optional[DashboardName]
+    DashboardArn: DashboardArn | None
+    DashboardBody: DashboardBody | None
+    DashboardName: DashboardName | None
 
 
-InsightRuleMetricList = List[InsightRuleMetricName]
+InsightRuleMetricList = list[InsightRuleMetricName]
 
 
 class GetInsightRuleReportInput(ServiceRequest):
@@ -746,23 +746,23 @@ class GetInsightRuleReportInput(ServiceRequest):
     StartTime: Timestamp
     EndTime: Timestamp
     Period: Period
-    MaxContributorCount: Optional[InsightRuleUnboundInteger]
-    Metrics: Optional[InsightRuleMetricList]
-    OrderBy: Optional[InsightRuleOrderBy]
+    MaxContributorCount: InsightRuleUnboundInteger | None
+    Metrics: InsightRuleMetricList | None
+    OrderBy: InsightRuleOrderBy | None
 
 
 class InsightRuleMetricDatapoint(TypedDict, total=False):
     Timestamp: Timestamp
-    UniqueContributors: Optional[InsightRuleUnboundDouble]
-    MaxContributorValue: Optional[InsightRuleUnboundDouble]
-    SampleCount: Optional[InsightRuleUnboundDouble]
-    Average: Optional[InsightRuleUnboundDouble]
-    Sum: Optional[InsightRuleUnboundDouble]
-    Minimum: Optional[InsightRuleUnboundDouble]
-    Maximum: Optional[InsightRuleUnboundDouble]
+    UniqueContributors: InsightRuleUnboundDouble | None
+    MaxContributorValue: InsightRuleUnboundDouble | None
+    SampleCount: InsightRuleUnboundDouble | None
+    Average: InsightRuleUnboundDouble | None
+    Sum: InsightRuleUnboundDouble | None
+    Minimum: InsightRuleUnboundDouble | None
+    Maximum: InsightRuleUnboundDouble | None
 
 
-InsightRuleMetricDatapoints = List[InsightRuleMetricDatapoint]
+InsightRuleMetricDatapoints = list[InsightRuleMetricDatapoint]
 
 
 class InsightRuleContributorDatapoint(TypedDict, total=False):
@@ -770,8 +770,8 @@ class InsightRuleContributorDatapoint(TypedDict, total=False):
     ApproximateValue: InsightRuleUnboundDouble
 
 
-InsightRuleContributorDatapoints = List[InsightRuleContributorDatapoint]
-InsightRuleContributorKeys = List[InsightRuleContributorKey]
+InsightRuleContributorDatapoints = list[InsightRuleContributorDatapoint]
+InsightRuleContributorKeys = list[InsightRuleContributorKey]
 
 
 class InsightRuleContributor(TypedDict, total=False):
@@ -780,86 +780,86 @@ class InsightRuleContributor(TypedDict, total=False):
     Datapoints: InsightRuleContributorDatapoints
 
 
-InsightRuleContributors = List[InsightRuleContributor]
+InsightRuleContributors = list[InsightRuleContributor]
 InsightRuleUnboundLong = int
-InsightRuleContributorKeyLabels = List[InsightRuleContributorKeyLabel]
+InsightRuleContributorKeyLabels = list[InsightRuleContributorKeyLabel]
 
 
 class GetInsightRuleReportOutput(TypedDict, total=False):
-    KeyLabels: Optional[InsightRuleContributorKeyLabels]
-    AggregationStatistic: Optional[InsightRuleAggregationStatistic]
-    AggregateValue: Optional[InsightRuleUnboundDouble]
-    ApproximateUniqueCount: Optional[InsightRuleUnboundLong]
-    Contributors: Optional[InsightRuleContributors]
-    MetricDatapoints: Optional[InsightRuleMetricDatapoints]
+    KeyLabels: InsightRuleContributorKeyLabels | None
+    AggregationStatistic: InsightRuleAggregationStatistic | None
+    AggregateValue: InsightRuleUnboundDouble | None
+    ApproximateUniqueCount: InsightRuleUnboundLong | None
+    Contributors: InsightRuleContributors | None
+    MetricDatapoints: InsightRuleMetricDatapoints | None
 
 
 class LabelOptions(TypedDict, total=False):
-    Timezone: Optional[GetMetricDataLabelTimezone]
+    Timezone: GetMetricDataLabelTimezone | None
 
 
 class GetMetricDataInput(ServiceRequest):
     MetricDataQueries: MetricDataQueries
     StartTime: Timestamp
     EndTime: Timestamp
-    NextToken: Optional[NextToken]
-    ScanBy: Optional[ScanBy]
-    MaxDatapoints: Optional[GetMetricDataMaxDatapoints]
-    LabelOptions: Optional[LabelOptions]
+    NextToken: NextToken | None
+    ScanBy: ScanBy | None
+    MaxDatapoints: GetMetricDataMaxDatapoints | None
+    LabelOptions: LabelOptions | None
 
 
 class MessageData(TypedDict, total=False):
-    Code: Optional[MessageDataCode]
-    Value: Optional[MessageDataValue]
+    Code: MessageDataCode | None
+    Value: MessageDataValue | None
 
 
-MetricDataResultMessages = List[MessageData]
-Timestamps = List[Timestamp]
+MetricDataResultMessages = list[MessageData]
+Timestamps = list[Timestamp]
 
 
 class MetricDataResult(TypedDict, total=False):
-    Id: Optional[MetricId]
-    Label: Optional[MetricLabel]
-    Timestamps: Optional[Timestamps]
-    Values: Optional[DatapointValues]
-    StatusCode: Optional[StatusCode]
-    Messages: Optional[MetricDataResultMessages]
+    Id: MetricId | None
+    Label: MetricLabel | None
+    Timestamps: Timestamps | None
+    Values: DatapointValues | None
+    StatusCode: StatusCode | None
+    Messages: MetricDataResultMessages | None
 
 
-MetricDataResults = List[MetricDataResult]
+MetricDataResults = list[MetricDataResult]
 
 
 class GetMetricDataOutput(TypedDict, total=False):
-    MetricDataResults: Optional[MetricDataResults]
-    NextToken: Optional[NextToken]
-    Messages: Optional[MetricDataResultMessages]
+    MetricDataResults: MetricDataResults | None
+    NextToken: NextToken | None
+    Messages: MetricDataResultMessages | None
 
 
-Statistics = List[Statistic]
+Statistics = list[Statistic]
 
 
 class GetMetricStatisticsInput(ServiceRequest):
     Namespace: Namespace
     MetricName: MetricName
-    Dimensions: Optional[Dimensions]
+    Dimensions: Dimensions | None
     StartTime: Timestamp
     EndTime: Timestamp
     Period: Period
-    Statistics: Optional[Statistics]
-    ExtendedStatistics: Optional[ExtendedStatistics]
-    Unit: Optional[StandardUnit]
+    Statistics: Statistics | None
+    ExtendedStatistics: ExtendedStatistics | None
+    Unit: StandardUnit | None
 
 
 class GetMetricStatisticsOutput(TypedDict, total=False):
-    Label: Optional[MetricLabel]
-    Datapoints: Optional[Datapoints]
+    Label: MetricLabel | None
+    Datapoints: Datapoints | None
 
 
 class GetMetricStreamInput(ServiceRequest):
     Name: MetricStreamName
 
 
-MetricStreamStatisticsAdditionalStatistics = List[MetricStreamStatistic]
+MetricStreamStatisticsAdditionalStatistics = list[MetricStreamStatistic]
 
 
 class MetricStreamStatisticsMetric(TypedDict, total=False):
@@ -867,7 +867,7 @@ class MetricStreamStatisticsMetric(TypedDict, total=False):
     MetricName: MetricName
 
 
-MetricStreamStatisticsIncludeMetrics = List[MetricStreamStatisticsMetric]
+MetricStreamStatisticsIncludeMetrics = list[MetricStreamStatisticsMetric]
 
 
 class MetricStreamStatisticsConfiguration(TypedDict, total=False):
@@ -875,59 +875,59 @@ class MetricStreamStatisticsConfiguration(TypedDict, total=False):
     AdditionalStatistics: MetricStreamStatisticsAdditionalStatistics
 
 
-MetricStreamStatisticsConfigurations = List[MetricStreamStatisticsConfiguration]
-MetricStreamFilterMetricNames = List[MetricName]
+MetricStreamStatisticsConfigurations = list[MetricStreamStatisticsConfiguration]
+MetricStreamFilterMetricNames = list[MetricName]
 
 
 class MetricStreamFilter(TypedDict, total=False):
-    Namespace: Optional[Namespace]
-    MetricNames: Optional[MetricStreamFilterMetricNames]
+    Namespace: Namespace | None
+    MetricNames: MetricStreamFilterMetricNames | None
 
 
-MetricStreamFilters = List[MetricStreamFilter]
+MetricStreamFilters = list[MetricStreamFilter]
 
 
 class GetMetricStreamOutput(TypedDict, total=False):
-    Arn: Optional[AmazonResourceName]
-    Name: Optional[MetricStreamName]
-    IncludeFilters: Optional[MetricStreamFilters]
-    ExcludeFilters: Optional[MetricStreamFilters]
-    FirehoseArn: Optional[AmazonResourceName]
-    RoleArn: Optional[AmazonResourceName]
-    State: Optional[MetricStreamState]
-    CreationDate: Optional[Timestamp]
-    LastUpdateDate: Optional[Timestamp]
-    OutputFormat: Optional[MetricStreamOutputFormat]
-    StatisticsConfigurations: Optional[MetricStreamStatisticsConfigurations]
-    IncludeLinkedAccountsMetrics: Optional[IncludeLinkedAccountsMetrics]
+    Arn: AmazonResourceName | None
+    Name: MetricStreamName | None
+    IncludeFilters: MetricStreamFilters | None
+    ExcludeFilters: MetricStreamFilters | None
+    FirehoseArn: AmazonResourceName | None
+    RoleArn: AmazonResourceName | None
+    State: MetricStreamState | None
+    CreationDate: Timestamp | None
+    LastUpdateDate: Timestamp | None
+    OutputFormat: MetricStreamOutputFormat | None
+    StatisticsConfigurations: MetricStreamStatisticsConfigurations | None
+    IncludeLinkedAccountsMetrics: IncludeLinkedAccountsMetrics | None
 
 
 class GetMetricWidgetImageInput(ServiceRequest):
     MetricWidget: MetricWidget
-    OutputFormat: Optional[OutputFormat]
+    OutputFormat: OutputFormat | None
 
 
 MetricWidgetImage = bytes
 
 
 class GetMetricWidgetImageOutput(TypedDict, total=False):
-    MetricWidgetImage: Optional[MetricWidgetImage]
+    MetricWidgetImage: MetricWidgetImage | None
 
 
 class ListDashboardsInput(ServiceRequest):
-    DashboardNamePrefix: Optional[DashboardNamePrefix]
-    NextToken: Optional[NextToken]
+    DashboardNamePrefix: DashboardNamePrefix | None
+    NextToken: NextToken | None
 
 
 class ListDashboardsOutput(TypedDict, total=False):
-    DashboardEntries: Optional[DashboardEntries]
-    NextToken: Optional[NextToken]
+    DashboardEntries: DashboardEntries | None
+    NextToken: NextToken | None
 
 
 class ListManagedInsightRulesInput(ServiceRequest):
     ResourceARN: AmazonResourceName
-    NextToken: Optional[NextToken]
-    MaxResults: Optional[InsightRuleMaxResults]
+    NextToken: NextToken | None
+    MaxResults: InsightRuleMaxResults | None
 
 
 class ManagedRuleState(TypedDict, total=False):
@@ -936,60 +936,60 @@ class ManagedRuleState(TypedDict, total=False):
 
 
 class ManagedRuleDescription(TypedDict, total=False):
-    TemplateName: Optional[TemplateName]
-    ResourceARN: Optional[AmazonResourceName]
-    RuleState: Optional[ManagedRuleState]
+    TemplateName: TemplateName | None
+    ResourceARN: AmazonResourceName | None
+    RuleState: ManagedRuleState | None
 
 
-ManagedRuleDescriptions = List[ManagedRuleDescription]
+ManagedRuleDescriptions = list[ManagedRuleDescription]
 
 
 class ListManagedInsightRulesOutput(TypedDict, total=False):
-    ManagedRules: Optional[ManagedRuleDescriptions]
-    NextToken: Optional[NextToken]
+    ManagedRules: ManagedRuleDescriptions | None
+    NextToken: NextToken | None
 
 
 class ListMetricStreamsInput(ServiceRequest):
-    NextToken: Optional[NextToken]
-    MaxResults: Optional[ListMetricStreamsMaxResults]
+    NextToken: NextToken | None
+    MaxResults: ListMetricStreamsMaxResults | None
 
 
 class MetricStreamEntry(TypedDict, total=False):
-    Arn: Optional[AmazonResourceName]
-    CreationDate: Optional[Timestamp]
-    LastUpdateDate: Optional[Timestamp]
-    Name: Optional[MetricStreamName]
-    FirehoseArn: Optional[AmazonResourceName]
-    State: Optional[MetricStreamState]
-    OutputFormat: Optional[MetricStreamOutputFormat]
+    Arn: AmazonResourceName | None
+    CreationDate: Timestamp | None
+    LastUpdateDate: Timestamp | None
+    Name: MetricStreamName | None
+    FirehoseArn: AmazonResourceName | None
+    State: MetricStreamState | None
+    OutputFormat: MetricStreamOutputFormat | None
 
 
-MetricStreamEntries = List[MetricStreamEntry]
+MetricStreamEntries = list[MetricStreamEntry]
 
 
 class ListMetricStreamsOutput(TypedDict, total=False):
-    NextToken: Optional[NextToken]
-    Entries: Optional[MetricStreamEntries]
+    NextToken: NextToken | None
+    Entries: MetricStreamEntries | None
 
 
 class ListMetricsInput(ServiceRequest):
-    Namespace: Optional[Namespace]
-    MetricName: Optional[MetricName]
-    Dimensions: Optional[DimensionFilters]
-    NextToken: Optional[NextToken]
-    RecentlyActive: Optional[RecentlyActive]
-    IncludeLinkedAccounts: Optional[IncludeLinkedAccounts]
-    OwningAccount: Optional[AccountId]
+    Namespace: Namespace | None
+    MetricName: MetricName | None
+    Dimensions: DimensionFilters | None
+    NextToken: NextToken | None
+    RecentlyActive: RecentlyActive | None
+    IncludeLinkedAccounts: IncludeLinkedAccounts | None
+    OwningAccount: AccountId | None
 
 
-OwningAccounts = List[AccountId]
-Metrics = List[Metric]
+OwningAccounts = list[AccountId]
+Metrics = list[Metric]
 
 
 class ListMetricsOutput(TypedDict, total=False):
-    Metrics: Optional[Metrics]
-    NextToken: Optional[NextToken]
-    OwningAccounts: Optional[OwningAccounts]
+    Metrics: Metrics | None
+    NextToken: NextToken | None
+    OwningAccounts: OwningAccounts | None
 
 
 class ListTagsForResourceInput(ServiceRequest):
@@ -1001,32 +1001,32 @@ class Tag(TypedDict, total=False):
     Value: TagValue
 
 
-TagList = List[Tag]
+TagList = list[Tag]
 
 
 class ListTagsForResourceOutput(TypedDict, total=False):
-    Tags: Optional[TagList]
+    Tags: TagList | None
 
 
 class ManagedRule(TypedDict, total=False):
     TemplateName: TemplateName
     ResourceARN: AmazonResourceName
-    Tags: Optional[TagList]
+    Tags: TagList | None
 
 
-ManagedRules = List[ManagedRule]
-MetricStreamNames = List[MetricStreamName]
+ManagedRules = list[ManagedRule]
+MetricStreamNames = list[MetricStreamName]
 
 
 class PutAnomalyDetectorInput(ServiceRequest):
-    Namespace: Optional[Namespace]
-    MetricName: Optional[MetricName]
-    Dimensions: Optional[Dimensions]
-    Stat: Optional[AnomalyDetectorMetricStat]
-    Configuration: Optional[AnomalyDetectorConfiguration]
-    MetricCharacteristics: Optional[MetricCharacteristics]
-    SingleMetricAnomalyDetector: Optional[SingleMetricAnomalyDetector]
-    MetricMathAnomalyDetector: Optional[MetricMathAnomalyDetector]
+    Namespace: Namespace | None
+    MetricName: MetricName | None
+    Dimensions: Dimensions | None
+    Stat: AnomalyDetectorMetricStat | None
+    Configuration: AnomalyDetectorConfiguration | None
+    MetricCharacteristics: MetricCharacteristics | None
+    SingleMetricAnomalyDetector: SingleMetricAnomalyDetector | None
+    MetricMathAnomalyDetector: MetricMathAnomalyDetector | None
 
 
 class PutAnomalyDetectorOutput(TypedDict, total=False):
@@ -1034,17 +1034,17 @@ class PutAnomalyDetectorOutput(TypedDict, total=False):
 
 
 class PutCompositeAlarmInput(ServiceRequest):
-    ActionsEnabled: Optional[ActionsEnabled]
-    AlarmActions: Optional[ResourceList]
-    AlarmDescription: Optional[AlarmDescription]
+    ActionsEnabled: ActionsEnabled | None
+    AlarmActions: ResourceList | None
+    AlarmDescription: AlarmDescription | None
     AlarmName: AlarmName
     AlarmRule: AlarmRule
-    InsufficientDataActions: Optional[ResourceList]
-    OKActions: Optional[ResourceList]
-    Tags: Optional[TagList]
-    ActionsSuppressor: Optional[AlarmArn]
-    ActionsSuppressorWaitPeriod: Optional[SuppressorPeriod]
-    ActionsSuppressorExtensionPeriod: Optional[SuppressorPeriod]
+    InsufficientDataActions: ResourceList | None
+    OKActions: ResourceList | None
+    Tags: TagList | None
+    ActionsSuppressor: AlarmArn | None
+    ActionsSuppressorWaitPeriod: SuppressorPeriod | None
+    ActionsSuppressorExtensionPeriod: SuppressorPeriod | None
 
 
 class PutDashboardInput(ServiceRequest):
@@ -1053,15 +1053,15 @@ class PutDashboardInput(ServiceRequest):
 
 
 class PutDashboardOutput(TypedDict, total=False):
-    DashboardValidationMessages: Optional[DashboardValidationMessages]
+    DashboardValidationMessages: DashboardValidationMessages | None
 
 
 class PutInsightRuleInput(ServiceRequest):
     RuleName: InsightRuleName
-    RuleState: Optional[InsightRuleState]
+    RuleState: InsightRuleState | None
     RuleDefinition: InsightRuleDefinition
-    Tags: Optional[TagList]
-    ApplyOnTransformedLogs: Optional[InsightRuleOnTransformedLogs]
+    Tags: TagList | None
+    ApplyOnTransformedLogs: InsightRuleOnTransformedLogs | None
 
 
 class PutInsightRuleOutput(TypedDict, total=False):
@@ -1073,62 +1073,62 @@ class PutManagedInsightRulesInput(ServiceRequest):
 
 
 class PutManagedInsightRulesOutput(TypedDict, total=False):
-    Failures: Optional[BatchFailures]
+    Failures: BatchFailures | None
 
 
 class PutMetricAlarmInput(ServiceRequest):
     AlarmName: AlarmName
-    AlarmDescription: Optional[AlarmDescription]
-    ActionsEnabled: Optional[ActionsEnabled]
-    OKActions: Optional[ResourceList]
-    AlarmActions: Optional[ResourceList]
-    InsufficientDataActions: Optional[ResourceList]
-    MetricName: Optional[MetricName]
-    Namespace: Optional[Namespace]
-    Statistic: Optional[Statistic]
-    ExtendedStatistic: Optional[ExtendedStatistic]
-    Dimensions: Optional[Dimensions]
-    Period: Optional[Period]
-    Unit: Optional[StandardUnit]
+    AlarmDescription: AlarmDescription | None
+    ActionsEnabled: ActionsEnabled | None
+    OKActions: ResourceList | None
+    AlarmActions: ResourceList | None
+    InsufficientDataActions: ResourceList | None
+    MetricName: MetricName | None
+    Namespace: Namespace | None
+    Statistic: Statistic | None
+    ExtendedStatistic: ExtendedStatistic | None
+    Dimensions: Dimensions | None
+    Period: Period | None
+    Unit: StandardUnit | None
     EvaluationPeriods: EvaluationPeriods
-    DatapointsToAlarm: Optional[DatapointsToAlarm]
-    Threshold: Optional[Threshold]
+    DatapointsToAlarm: DatapointsToAlarm | None
+    Threshold: Threshold | None
     ComparisonOperator: ComparisonOperator
-    TreatMissingData: Optional[TreatMissingData]
-    EvaluateLowSampleCountPercentile: Optional[EvaluateLowSampleCountPercentile]
-    Metrics: Optional[MetricDataQueries]
-    Tags: Optional[TagList]
-    ThresholdMetricId: Optional[MetricId]
+    TreatMissingData: TreatMissingData | None
+    EvaluateLowSampleCountPercentile: EvaluateLowSampleCountPercentile | None
+    Metrics: MetricDataQueries | None
+    Tags: TagList | None
+    ThresholdMetricId: MetricId | None
 
 
 class PutMetricDataInput(ServiceRequest):
     Namespace: Namespace
-    MetricData: Optional[MetricData]
-    EntityMetricData: Optional[EntityMetricDataList]
-    StrictEntityValidation: Optional[StrictEntityValidation]
+    MetricData: MetricData | None
+    EntityMetricData: EntityMetricDataList | None
+    StrictEntityValidation: StrictEntityValidation | None
 
 
 class PutMetricStreamInput(ServiceRequest):
     Name: MetricStreamName
-    IncludeFilters: Optional[MetricStreamFilters]
-    ExcludeFilters: Optional[MetricStreamFilters]
+    IncludeFilters: MetricStreamFilters | None
+    ExcludeFilters: MetricStreamFilters | None
     FirehoseArn: AmazonResourceName
     RoleArn: AmazonResourceName
     OutputFormat: MetricStreamOutputFormat
-    Tags: Optional[TagList]
-    StatisticsConfigurations: Optional[MetricStreamStatisticsConfigurations]
-    IncludeLinkedAccountsMetrics: Optional[IncludeLinkedAccountsMetrics]
+    Tags: TagList | None
+    StatisticsConfigurations: MetricStreamStatisticsConfigurations | None
+    IncludeLinkedAccountsMetrics: IncludeLinkedAccountsMetrics | None
 
 
 class PutMetricStreamOutput(TypedDict, total=False):
-    Arn: Optional[AmazonResourceName]
+    Arn: AmazonResourceName | None
 
 
 class SetAlarmStateInput(ServiceRequest):
     AlarmName: AlarmName
     StateValue: StateValue
     StateReason: StateReason
-    StateReasonData: Optional[StateReasonData]
+    StateReasonData: StateReasonData | None
 
 
 class StartMetricStreamsInput(ServiceRequest):
@@ -1147,7 +1147,7 @@ class StopMetricStreamsOutput(TypedDict, total=False):
     pass
 
 
-TagKeyList = List[TagKey]
+TagKeyList = list[TagKey]
 
 
 class TagResourceInput(ServiceRequest):
@@ -1169,8 +1169,8 @@ class UntagResourceOutput(TypedDict, total=False):
 
 
 class CloudwatchApi:
-    service = "cloudwatch"
-    version = "2010-08-01"
+    service: str = "cloudwatch"
+    version: str = "2010-08-01"
 
     @handler("DeleteAlarms")
     def delete_alarms(self, context: RequestContext, alarm_names: AlarmNames, **kwargs) -> None:
diff --git a/localstack-core/localstack/aws/api/config/__init__.py b/localstack-core/localstack/aws/api/config/__init__.py
index c4befd59cdab4..93d7fe2323430 100644
--- a/localstack-core/localstack/aws/api/config/__init__.py
+++ b/localstack-core/localstack/aws/api/config/__init__.py
@@ -1,6 +1,6 @@
 from datetime import datetime
 from enum import StrEnum
-from typing import Dict, List, Optional, TypedDict
+from typing import TypedDict
 
 from localstack.aws.api import RequestContext, ServiceException, ServiceRequest, handler
 
@@ -1131,120 +1131,120 @@ class ValidationException(ServiceException):
     status_code: int = 400
 
 
-AggregatorRegionList = List[String]
-AccountAggregationSourceAccountList = List[AccountId]
+AggregatorRegionList = list[String]
+AccountAggregationSourceAccountList = list[AccountId]
 
 
 class AccountAggregationSource(TypedDict, total=False):
     AccountIds: AccountAggregationSourceAccountList
-    AllAwsRegions: Optional[Boolean]
-    AwsRegions: Optional[AggregatorRegionList]
+    AllAwsRegions: Boolean | None
+    AwsRegions: AggregatorRegionList | None
 
 
-AccountAggregationSourceList = List[AccountAggregationSource]
+AccountAggregationSourceList = list[AccountAggregationSource]
 
 
 class ComplianceContributorCount(TypedDict, total=False):
-    CappedCount: Optional[Integer]
-    CapExceeded: Optional[Boolean]
+    CappedCount: Integer | None
+    CapExceeded: Boolean | None
 
 
 class Compliance(TypedDict, total=False):
-    ComplianceType: Optional[ComplianceType]
-    ComplianceContributorCount: Optional[ComplianceContributorCount]
+    ComplianceType: ComplianceType | None
+    ComplianceContributorCount: ComplianceContributorCount | None
 
 
 class AggregateComplianceByConfigRule(TypedDict, total=False):
-    ConfigRuleName: Optional[ConfigRuleName]
-    Compliance: Optional[Compliance]
-    AccountId: Optional[AccountId]
-    AwsRegion: Optional[AwsRegion]
+    ConfigRuleName: ConfigRuleName | None
+    Compliance: Compliance | None
+    AccountId: AccountId | None
+    AwsRegion: AwsRegion | None
 
 
-AggregateComplianceByConfigRuleList = List[AggregateComplianceByConfigRule]
+AggregateComplianceByConfigRuleList = list[AggregateComplianceByConfigRule]
 
 
 class AggregateConformancePackCompliance(TypedDict, total=False):
-    ComplianceType: Optional[ConformancePackComplianceType]
-    CompliantRuleCount: Optional[Integer]
-    NonCompliantRuleCount: Optional[Integer]
-    TotalRuleCount: Optional[Integer]
+    ComplianceType: ConformancePackComplianceType | None
+    CompliantRuleCount: Integer | None
+    NonCompliantRuleCount: Integer | None
+    TotalRuleCount: Integer | None
 
 
 class AggregateComplianceByConformancePack(TypedDict, total=False):
-    ConformancePackName: Optional[ConformancePackName]
-    Compliance: Optional[AggregateConformancePackCompliance]
-    AccountId: Optional[AccountId]
-    AwsRegion: Optional[AwsRegion]
+    ConformancePackName: ConformancePackName | None
+    Compliance: AggregateConformancePackCompliance | None
+    AccountId: AccountId | None
+    AwsRegion: AwsRegion | None
 
 
-AggregateComplianceByConformancePackList = List[AggregateComplianceByConformancePack]
+AggregateComplianceByConformancePackList = list[AggregateComplianceByConformancePack]
 Date = datetime
 
 
 class ComplianceSummary(TypedDict, total=False):
-    CompliantResourceCount: Optional[ComplianceContributorCount]
-    NonCompliantResourceCount: Optional[ComplianceContributorCount]
-    ComplianceSummaryTimestamp: Optional[Date]
+    CompliantResourceCount: ComplianceContributorCount | None
+    NonCompliantResourceCount: ComplianceContributorCount | None
+    ComplianceSummaryTimestamp: Date | None
 
 
 class AggregateComplianceCount(TypedDict, total=False):
-    GroupName: Optional[StringWithCharLimit256]
-    ComplianceSummary: Optional[ComplianceSummary]
+    GroupName: StringWithCharLimit256 | None
+    ComplianceSummary: ComplianceSummary | None
 
 
-AggregateComplianceCountList = List[AggregateComplianceCount]
+AggregateComplianceCountList = list[AggregateComplianceCount]
 
 
 class AggregateConformancePackComplianceCount(TypedDict, total=False):
-    CompliantConformancePackCount: Optional[Integer]
-    NonCompliantConformancePackCount: Optional[Integer]
+    CompliantConformancePackCount: Integer | None
+    NonCompliantConformancePackCount: Integer | None
 
 
 class AggregateConformancePackComplianceFilters(TypedDict, total=False):
-    ConformancePackName: Optional[ConformancePackName]
-    ComplianceType: Optional[ConformancePackComplianceType]
-    AccountId: Optional[AccountId]
-    AwsRegion: Optional[AwsRegion]
+    ConformancePackName: ConformancePackName | None
+    ComplianceType: ConformancePackComplianceType | None
+    AccountId: AccountId | None
+    AwsRegion: AwsRegion | None
 
 
 class AggregateConformancePackComplianceSummary(TypedDict, total=False):
-    ComplianceSummary: Optional[AggregateConformancePackComplianceCount]
-    GroupName: Optional[StringWithCharLimit256]
+    ComplianceSummary: AggregateConformancePackComplianceCount | None
+    GroupName: StringWithCharLimit256 | None
 
 
 class AggregateConformancePackComplianceSummaryFilters(TypedDict, total=False):
-    AccountId: Optional[AccountId]
-    AwsRegion: Optional[AwsRegion]
+    AccountId: AccountId | None
+    AwsRegion: AwsRegion | None
 
 
-AggregateConformancePackComplianceSummaryList = List[AggregateConformancePackComplianceSummary]
+AggregateConformancePackComplianceSummaryList = list[AggregateConformancePackComplianceSummary]
 
 
 class EvaluationResultQualifier(TypedDict, total=False):
-    ConfigRuleName: Optional[ConfigRuleName]
-    ResourceType: Optional[StringWithCharLimit256]
-    ResourceId: Optional[BaseResourceId]
-    EvaluationMode: Optional[EvaluationMode]
+    ConfigRuleName: ConfigRuleName | None
+    ResourceType: StringWithCharLimit256 | None
+    ResourceId: BaseResourceId | None
+    EvaluationMode: EvaluationMode | None
 
 
 class EvaluationResultIdentifier(TypedDict, total=False):
-    EvaluationResultQualifier: Optional[EvaluationResultQualifier]
-    OrderingTimestamp: Optional[Date]
-    ResourceEvaluationId: Optional[ResourceEvaluationId]
+    EvaluationResultQualifier: EvaluationResultQualifier | None
+    OrderingTimestamp: Date | None
+    ResourceEvaluationId: ResourceEvaluationId | None
 
 
 class AggregateEvaluationResult(TypedDict, total=False):
-    EvaluationResultIdentifier: Optional[EvaluationResultIdentifier]
-    ComplianceType: Optional[ComplianceType]
-    ResultRecordedTime: Optional[Date]
-    ConfigRuleInvokedTime: Optional[Date]
-    Annotation: Optional[StringWithCharLimit256]
-    AccountId: Optional[AccountId]
-    AwsRegion: Optional[AwsRegion]
+    EvaluationResultIdentifier: EvaluationResultIdentifier | None
+    ComplianceType: ComplianceType | None
+    ResultRecordedTime: Date | None
+    ConfigRuleInvokedTime: Date | None
+    Annotation: StringWithCharLimit256 | None
+    AccountId: AccountId | None
+    AwsRegion: AwsRegion | None
 
 
-AggregateEvaluationResultList = List[AggregateEvaluationResult]
+AggregateEvaluationResultList = list[AggregateEvaluationResult]
 
 
 class AggregateResourceIdentifier(TypedDict, total=False):
@@ -1252,53 +1252,53 @@ class AggregateResourceIdentifier(TypedDict, total=False):
     SourceRegion: AwsRegion
     ResourceId: ResourceId
     ResourceType: ResourceType
-    ResourceName: Optional[ResourceName]
+    ResourceName: ResourceName | None
 
 
 class AggregatedSourceStatus(TypedDict, total=False):
-    SourceId: Optional[String]
-    SourceType: Optional[AggregatedSourceType]
-    AwsRegion: Optional[AwsRegion]
-    LastUpdateStatus: Optional[AggregatedSourceStatusType]
-    LastUpdateTime: Optional[Date]
-    LastErrorCode: Optional[String]
-    LastErrorMessage: Optional[String]
+    SourceId: String | None
+    SourceType: AggregatedSourceType | None
+    AwsRegion: AwsRegion | None
+    LastUpdateStatus: AggregatedSourceStatusType | None
+    LastUpdateTime: Date | None
+    LastErrorCode: String | None
+    LastErrorMessage: String | None
 
 
-AggregatedSourceStatusList = List[AggregatedSourceStatus]
-AggregatedSourceStatusTypeList = List[AggregatedSourceStatusType]
+AggregatedSourceStatusList = list[AggregatedSourceStatus]
+AggregatedSourceStatusTypeList = list[AggregatedSourceStatusType]
 
 
 class AggregationAuthorization(TypedDict, total=False):
-    AggregationAuthorizationArn: Optional[String]
-    AuthorizedAccountId: Optional[AccountId]
-    AuthorizedAwsRegion: Optional[AwsRegion]
-    CreationTime: Optional[Date]
+    AggregationAuthorizationArn: String | None
+    AuthorizedAccountId: AccountId | None
+    AuthorizedAwsRegion: AwsRegion | None
+    CreationTime: Date | None
 
 
-AggregationAuthorizationList = List[AggregationAuthorization]
-ResourceTypeValueList = List[ResourceTypeValue]
+AggregationAuthorizationList = list[AggregationAuthorization]
+ResourceTypeValueList = list[ResourceTypeValue]
 
 
 class AggregatorFilterResourceType(TypedDict, total=False):
-    Type: Optional[AggregatorFilterType]
-    Value: Optional[ResourceTypeValueList]
+    Type: AggregatorFilterType | None
+    Value: ResourceTypeValueList | None
 
 
-ServicePrincipalValueList = List[ServicePrincipalValue]
+ServicePrincipalValueList = list[ServicePrincipalValue]
 
 
 class AggregatorFilterServicePrincipal(TypedDict, total=False):
-    Type: Optional[AggregatorFilterType]
-    Value: Optional[ServicePrincipalValueList]
+    Type: AggregatorFilterType | None
+    Value: ServicePrincipalValueList | None
 
 
 class AggregatorFilters(TypedDict, total=False):
-    ResourceType: Optional[AggregatorFilterResourceType]
-    ServicePrincipal: Optional[AggregatorFilterServicePrincipal]
+    ResourceType: AggregatorFilterResourceType | None
+    ServicePrincipal: AggregatorFilterServicePrincipal | None
 
 
-ResourceTypeList = List[ResourceType]
+ResourceTypeList = list[ResourceType]
 
 
 class AssociateResourceTypesRequest(ServiceRequest):
@@ -1306,47 +1306,47 @@ class AssociateResourceTypesRequest(ServiceRequest):
     ResourceTypes: ResourceTypeList
 
 
-RecordingModeResourceTypesList = List[ResourceType]
+RecordingModeResourceTypesList = list[ResourceType]
 
 
 class RecordingModeOverride(TypedDict, total=False):
-    description: Optional[Description]
+    description: Description | None
     resourceTypes: RecordingModeResourceTypesList
     recordingFrequency: RecordingFrequency
 
 
-RecordingModeOverrides = List[RecordingModeOverride]
+RecordingModeOverrides = list[RecordingModeOverride]
 
 
 class RecordingMode(TypedDict, total=False):
     recordingFrequency: RecordingFrequency
-    recordingModeOverrides: Optional[RecordingModeOverrides]
+    recordingModeOverrides: RecordingModeOverrides | None
 
 
 class RecordingStrategy(TypedDict, total=False):
-    useOnly: Optional[RecordingStrategyType]
+    useOnly: RecordingStrategyType | None
 
 
 class ExclusionByResourceTypes(TypedDict, total=False):
-    resourceTypes: Optional[ResourceTypeList]
+    resourceTypes: ResourceTypeList | None
 
 
 class RecordingGroup(TypedDict, total=False):
-    allSupported: Optional[AllSupported]
-    includeGlobalResourceTypes: Optional[IncludeGlobalResourceTypes]
-    resourceTypes: Optional[ResourceTypeList]
-    exclusionByResourceTypes: Optional[ExclusionByResourceTypes]
-    recordingStrategy: Optional[RecordingStrategy]
+    allSupported: AllSupported | None
+    includeGlobalResourceTypes: IncludeGlobalResourceTypes | None
+    resourceTypes: ResourceTypeList | None
+    exclusionByResourceTypes: ExclusionByResourceTypes | None
+    recordingStrategy: RecordingStrategy | None
 
 
 class ConfigurationRecorder(TypedDict, total=False):
-    arn: Optional[AmazonResourceName]
-    name: Optional[RecorderName]
-    roleARN: Optional[String]
-    recordingGroup: Optional[RecordingGroup]
-    recordingMode: Optional[RecordingMode]
-    recordingScope: Optional[RecordingScope]
-    servicePrincipal: Optional[ServicePrincipal]
+    arn: AmazonResourceName | None
+    name: RecorderName | None
+    roleARN: String | None
+    recordingGroup: RecordingGroup | None
+    recordingMode: RecordingMode | None
+    recordingScope: RecordingScope | None
+    servicePrincipal: ServicePrincipal | None
 
 
 class AssociateResourceTypesResponse(TypedDict, total=False):
@@ -1355,32 +1355,32 @@ class AssociateResourceTypesResponse(TypedDict, total=False):
 
 AutoRemediationAttemptSeconds = int
 ConfigurationItemDeliveryTime = datetime
-SupplementaryConfiguration = Dict[SupplementaryConfigurationName, SupplementaryConfigurationValue]
+SupplementaryConfiguration = dict[SupplementaryConfigurationName, SupplementaryConfigurationValue]
 ResourceCreationTime = datetime
 ConfigurationItemCaptureTime = datetime
 
 
 class BaseConfigurationItem(TypedDict, total=False):
-    version: Optional[Version]
-    accountId: Optional[AccountId]
-    configurationItemCaptureTime: Optional[ConfigurationItemCaptureTime]
-    configurationItemStatus: Optional[ConfigurationItemStatus]
-    configurationStateId: Optional[ConfigurationStateId]
-    arn: Optional[ARN]
-    resourceType: Optional[ResourceType]
-    resourceId: Optional[ResourceId]
-    resourceName: Optional[ResourceName]
-    awsRegion: Optional[AwsRegion]
-    availabilityZone: Optional[AvailabilityZone]
-    resourceCreationTime: Optional[ResourceCreationTime]
-    configuration: Optional[Configuration]
-    supplementaryConfiguration: Optional[SupplementaryConfiguration]
-    recordingFrequency: Optional[RecordingFrequency]
-    configurationItemDeliveryTime: Optional[ConfigurationItemDeliveryTime]
-
-
-BaseConfigurationItems = List[BaseConfigurationItem]
-ResourceIdentifiersList = List[AggregateResourceIdentifier]
+    version: Version | None
+    accountId: AccountId | None
+    configurationItemCaptureTime: ConfigurationItemCaptureTime | None
+    configurationItemStatus: ConfigurationItemStatus | None
+    configurationStateId: ConfigurationStateId | None
+    arn: ARN | None
+    resourceType: ResourceType | None
+    resourceId: ResourceId | None
+    resourceName: ResourceName | None
+    awsRegion: AwsRegion | None
+    availabilityZone: AvailabilityZone | None
+    resourceCreationTime: ResourceCreationTime | None
+    configuration: Configuration | None
+    supplementaryConfiguration: SupplementaryConfiguration | None
+    recordingFrequency: RecordingFrequency | None
+    configurationItemDeliveryTime: ConfigurationItemDeliveryTime | None
+
+
+BaseConfigurationItems = list[BaseConfigurationItem]
+ResourceIdentifiersList = list[AggregateResourceIdentifier]
 
 
 class BatchGetAggregateResourceConfigRequest(ServiceRequest):
@@ -1388,12 +1388,12 @@ class BatchGetAggregateResourceConfigRequest(ServiceRequest):
     ResourceIdentifiers: ResourceIdentifiersList
 
 
-UnprocessedResourceIdentifierList = List[AggregateResourceIdentifier]
+UnprocessedResourceIdentifierList = list[AggregateResourceIdentifier]
 
 
 class BatchGetAggregateResourceConfigResponse(TypedDict, total=False):
-    BaseConfigurationItems: Optional[BaseConfigurationItems]
-    UnprocessedResourceIdentifiers: Optional[UnprocessedResourceIdentifierList]
+    BaseConfigurationItems: BaseConfigurationItems | None
+    UnprocessedResourceIdentifiers: UnprocessedResourceIdentifierList | None
 
 
 class ResourceKey(TypedDict, total=False):
@@ -1401,7 +1401,7 @@ class ResourceKey(TypedDict, total=False):
     resourceId: ResourceId
 
 
-ResourceKeys = List[ResourceKey]
+ResourceKeys = list[ResourceKey]
 
 
 class BatchGetResourceConfigRequest(ServiceRequest):
@@ -1409,256 +1409,256 @@ class BatchGetResourceConfigRequest(ServiceRequest):
 
 
 class BatchGetResourceConfigResponse(TypedDict, total=False):
-    baseConfigurationItems: Optional[BaseConfigurationItems]
-    unprocessedResourceKeys: Optional[ResourceKeys]
+    baseConfigurationItems: BaseConfigurationItems | None
+    unprocessedResourceKeys: ResourceKeys | None
 
 
 class ComplianceByConfigRule(TypedDict, total=False):
-    ConfigRuleName: Optional[StringWithCharLimit64]
-    Compliance: Optional[Compliance]
+    ConfigRuleName: StringWithCharLimit64 | None
+    Compliance: Compliance | None
 
 
-ComplianceByConfigRules = List[ComplianceByConfigRule]
+ComplianceByConfigRules = list[ComplianceByConfigRule]
 
 
 class ComplianceByResource(TypedDict, total=False):
-    ResourceType: Optional[StringWithCharLimit256]
-    ResourceId: Optional[BaseResourceId]
-    Compliance: Optional[Compliance]
+    ResourceType: StringWithCharLimit256 | None
+    ResourceId: BaseResourceId | None
+    Compliance: Compliance | None
 
 
-ComplianceByResources = List[ComplianceByResource]
-ComplianceResourceTypes = List[StringWithCharLimit256]
+ComplianceByResources = list[ComplianceByResource]
+ComplianceResourceTypes = list[StringWithCharLimit256]
 
 
 class ComplianceSummaryByResourceType(TypedDict, total=False):
-    ResourceType: Optional[StringWithCharLimit256]
-    ComplianceSummary: Optional[ComplianceSummary]
+    ResourceType: StringWithCharLimit256 | None
+    ComplianceSummary: ComplianceSummary | None
 
 
-ComplianceSummariesByResourceType = List[ComplianceSummaryByResourceType]
-ComplianceTypes = List[ComplianceType]
+ComplianceSummariesByResourceType = list[ComplianceSummaryByResourceType]
+ComplianceTypes = list[ComplianceType]
 
 
 class ConfigExportDeliveryInfo(TypedDict, total=False):
-    lastStatus: Optional[DeliveryStatus]
-    lastErrorCode: Optional[String]
-    lastErrorMessage: Optional[String]
-    lastAttemptTime: Optional[Date]
-    lastSuccessfulTime: Optional[Date]
-    nextDeliveryTime: Optional[Date]
+    lastStatus: DeliveryStatus | None
+    lastErrorCode: String | None
+    lastErrorMessage: String | None
+    lastAttemptTime: Date | None
+    lastSuccessfulTime: Date | None
+    nextDeliveryTime: Date | None
 
 
 class EvaluationModeConfiguration(TypedDict, total=False):
-    Mode: Optional[EvaluationMode]
+    Mode: EvaluationMode | None
 
 
-EvaluationModes = List[EvaluationModeConfiguration]
+EvaluationModes = list[EvaluationModeConfiguration]
 
 
 class CustomPolicyDetails(TypedDict, total=False):
     PolicyRuntime: PolicyRuntime
     PolicyText: PolicyText
-    EnableDebugLogDelivery: Optional[Boolean]
+    EnableDebugLogDelivery: Boolean | None
 
 
 class SourceDetail(TypedDict, total=False):
-    EventSource: Optional[EventSource]
-    MessageType: Optional[MessageType]
-    MaximumExecutionFrequency: Optional[MaximumExecutionFrequency]
+    EventSource: EventSource | None
+    MessageType: MessageType | None
+    MaximumExecutionFrequency: MaximumExecutionFrequency | None
 
 
-SourceDetails = List[SourceDetail]
+SourceDetails = list[SourceDetail]
 
 
 class Source(TypedDict, total=False):
     Owner: Owner
-    SourceIdentifier: Optional[StringWithCharLimit256]
-    SourceDetails: Optional[SourceDetails]
-    CustomPolicyDetails: Optional[CustomPolicyDetails]
+    SourceIdentifier: StringWithCharLimit256 | None
+    SourceDetails: SourceDetails | None
+    CustomPolicyDetails: CustomPolicyDetails | None
 
 
 class Scope(TypedDict, total=False):
-    ComplianceResourceTypes: Optional[ComplianceResourceTypes]
-    TagKey: Optional[StringWithCharLimit128]
-    TagValue: Optional[StringWithCharLimit256]
-    ComplianceResourceId: Optional[BaseResourceId]
+    ComplianceResourceTypes: ComplianceResourceTypes | None
+    TagKey: StringWithCharLimit128 | None
+    TagValue: StringWithCharLimit256 | None
+    ComplianceResourceId: BaseResourceId | None
 
 
 class ConfigRule(TypedDict, total=False):
-    ConfigRuleName: Optional[ConfigRuleName]
-    ConfigRuleArn: Optional[StringWithCharLimit256]
-    ConfigRuleId: Optional[StringWithCharLimit64]
-    Description: Optional[EmptiableStringWithCharLimit256]
-    Scope: Optional[Scope]
+    ConfigRuleName: ConfigRuleName | None
+    ConfigRuleArn: StringWithCharLimit256 | None
+    ConfigRuleId: StringWithCharLimit64 | None
+    Description: EmptiableStringWithCharLimit256 | None
+    Scope: Scope | None
     Source: Source
-    InputParameters: Optional[StringWithCharLimit1024]
-    MaximumExecutionFrequency: Optional[MaximumExecutionFrequency]
-    ConfigRuleState: Optional[ConfigRuleState]
-    CreatedBy: Optional[StringWithCharLimit256]
-    EvaluationModes: Optional[EvaluationModes]
+    InputParameters: StringWithCharLimit1024 | None
+    MaximumExecutionFrequency: MaximumExecutionFrequency | None
+    ConfigRuleState: ConfigRuleState | None
+    CreatedBy: StringWithCharLimit256 | None
+    EvaluationModes: EvaluationModes | None
 
 
 class ConfigRuleComplianceFilters(TypedDict, total=False):
-    ConfigRuleName: Optional[ConfigRuleName]
-    ComplianceType: Optional[ComplianceType]
-    AccountId: Optional[AccountId]
-    AwsRegion: Optional[AwsRegion]
+    ConfigRuleName: ConfigRuleName | None
+    ComplianceType: ComplianceType | None
+    AccountId: AccountId | None
+    AwsRegion: AwsRegion | None
 
 
 class ConfigRuleComplianceSummaryFilters(TypedDict, total=False):
-    AccountId: Optional[AccountId]
-    AwsRegion: Optional[AwsRegion]
+    AccountId: AccountId | None
+    AwsRegion: AwsRegion | None
 
 
 class ConfigRuleEvaluationStatus(TypedDict, total=False):
-    ConfigRuleName: Optional[ConfigRuleName]
-    ConfigRuleArn: Optional[String]
-    ConfigRuleId: Optional[String]
-    LastSuccessfulInvocationTime: Optional[Date]
-    LastFailedInvocationTime: Optional[Date]
-    LastSuccessfulEvaluationTime: Optional[Date]
-    LastFailedEvaluationTime: Optional[Date]
-    FirstActivatedTime: Optional[Date]
-    LastDeactivatedTime: Optional[Date]
-    LastErrorCode: Optional[String]
-    LastErrorMessage: Optional[String]
-    FirstEvaluationStarted: Optional[Boolean]
-    LastDebugLogDeliveryStatus: Optional[String]
-    LastDebugLogDeliveryStatusReason: Optional[String]
-    LastDebugLogDeliveryTime: Optional[Date]
-
-
-ConfigRuleEvaluationStatusList = List[ConfigRuleEvaluationStatus]
-ConfigRuleNames = List[ConfigRuleName]
-ConfigRules = List[ConfigRule]
+    ConfigRuleName: ConfigRuleName | None
+    ConfigRuleArn: String | None
+    ConfigRuleId: String | None
+    LastSuccessfulInvocationTime: Date | None
+    LastFailedInvocationTime: Date | None
+    LastSuccessfulEvaluationTime: Date | None
+    LastFailedEvaluationTime: Date | None
+    FirstActivatedTime: Date | None
+    LastDeactivatedTime: Date | None
+    LastErrorCode: String | None
+    LastErrorMessage: String | None
+    FirstEvaluationStarted: Boolean | None
+    LastDebugLogDeliveryStatus: String | None
+    LastDebugLogDeliveryStatusReason: String | None
+    LastDebugLogDeliveryTime: Date | None
+
+
+ConfigRuleEvaluationStatusList = list[ConfigRuleEvaluationStatus]
+ConfigRuleNames = list[ConfigRuleName]
+ConfigRules = list[ConfigRule]
 
 
 class ConfigSnapshotDeliveryProperties(TypedDict, total=False):
-    deliveryFrequency: Optional[MaximumExecutionFrequency]
+    deliveryFrequency: MaximumExecutionFrequency | None
 
 
 class ConfigStreamDeliveryInfo(TypedDict, total=False):
-    lastStatus: Optional[DeliveryStatus]
-    lastErrorCode: Optional[String]
-    lastErrorMessage: Optional[String]
-    lastStatusChangeTime: Optional[Date]
+    lastStatus: DeliveryStatus | None
+    lastErrorCode: String | None
+    lastErrorMessage: String | None
+    lastStatusChangeTime: Date | None
 
 
 class OrganizationAggregationSource(TypedDict, total=False):
     RoleArn: String
-    AwsRegions: Optional[AggregatorRegionList]
-    AllAwsRegions: Optional[Boolean]
+    AwsRegions: AggregatorRegionList | None
+    AllAwsRegions: Boolean | None
 
 
 class ConfigurationAggregator(TypedDict, total=False):
-    ConfigurationAggregatorName: Optional[ConfigurationAggregatorName]
-    ConfigurationAggregatorArn: Optional[ConfigurationAggregatorArn]
-    AccountAggregationSources: Optional[AccountAggregationSourceList]
-    OrganizationAggregationSource: Optional[OrganizationAggregationSource]
-    CreationTime: Optional[Date]
-    LastUpdatedTime: Optional[Date]
-    CreatedBy: Optional[StringWithCharLimit256]
-    AggregatorFilters: Optional[AggregatorFilters]
+    ConfigurationAggregatorName: ConfigurationAggregatorName | None
+    ConfigurationAggregatorArn: ConfigurationAggregatorArn | None
+    AccountAggregationSources: AccountAggregationSourceList | None
+    OrganizationAggregationSource: OrganizationAggregationSource | None
+    CreationTime: Date | None
+    LastUpdatedTime: Date | None
+    CreatedBy: StringWithCharLimit256 | None
+    AggregatorFilters: AggregatorFilters | None
 
 
-ConfigurationAggregatorList = List[ConfigurationAggregator]
-ConfigurationAggregatorNameList = List[ConfigurationAggregatorName]
+ConfigurationAggregatorList = list[ConfigurationAggregator]
+ConfigurationAggregatorNameList = list[ConfigurationAggregatorName]
 
 
 class Relationship(TypedDict, total=False):
-    resourceType: Optional[ResourceType]
-    resourceId: Optional[ResourceId]
-    resourceName: Optional[ResourceName]
-    relationshipName: Optional[RelationshipName]
+    resourceType: ResourceType | None
+    resourceId: ResourceId | None
+    resourceName: ResourceName | None
+    relationshipName: RelationshipName | None
 
 
-RelationshipList = List[Relationship]
-RelatedEventList = List[RelatedEvent]
-Tags = Dict[Name, Value]
+RelationshipList = list[Relationship]
+RelatedEventList = list[RelatedEvent]
+Tags = dict[Name, Value]
 
 
 class ConfigurationItem(TypedDict, total=False):
-    version: Optional[Version]
-    accountId: Optional[AccountId]
-    configurationItemCaptureTime: Optional[ConfigurationItemCaptureTime]
-    configurationItemStatus: Optional[ConfigurationItemStatus]
-    configurationStateId: Optional[ConfigurationStateId]
-    configurationItemMD5Hash: Optional[ConfigurationItemMD5Hash]
-    arn: Optional[ARN]
-    resourceType: Optional[ResourceType]
-    resourceId: Optional[ResourceId]
-    resourceName: Optional[ResourceName]
-    awsRegion: Optional[AwsRegion]
-    availabilityZone: Optional[AvailabilityZone]
-    resourceCreationTime: Optional[ResourceCreationTime]
-    tags: Optional[Tags]
-    relatedEvents: Optional[RelatedEventList]
-    relationships: Optional[RelationshipList]
-    configuration: Optional[Configuration]
-    supplementaryConfiguration: Optional[SupplementaryConfiguration]
-    recordingFrequency: Optional[RecordingFrequency]
-    configurationItemDeliveryTime: Optional[ConfigurationItemDeliveryTime]
-
-
-ConfigurationItemList = List[ConfigurationItem]
-ConfigurationRecorderFilterValues = List[ConfigurationRecorderFilterValue]
+    version: Version | None
+    accountId: AccountId | None
+    configurationItemCaptureTime: ConfigurationItemCaptureTime | None
+    configurationItemStatus: ConfigurationItemStatus | None
+    configurationStateId: ConfigurationStateId | None
+    configurationItemMD5Hash: ConfigurationItemMD5Hash | None
+    arn: ARN | None
+    resourceType: ResourceType | None
+    resourceId: ResourceId | None
+    resourceName: ResourceName | None
+    awsRegion: AwsRegion | None
+    availabilityZone: AvailabilityZone | None
+    resourceCreationTime: ResourceCreationTime | None
+    tags: Tags | None
+    relatedEvents: RelatedEventList | None
+    relationships: RelationshipList | None
+    configuration: Configuration | None
+    supplementaryConfiguration: SupplementaryConfiguration | None
+    recordingFrequency: RecordingFrequency | None
+    configurationItemDeliveryTime: ConfigurationItemDeliveryTime | None
+
+
+ConfigurationItemList = list[ConfigurationItem]
+ConfigurationRecorderFilterValues = list[ConfigurationRecorderFilterValue]
 
 
 class ConfigurationRecorderFilter(TypedDict, total=False):
-    filterName: Optional[ConfigurationRecorderFilterName]
-    filterValue: Optional[ConfigurationRecorderFilterValues]
+    filterName: ConfigurationRecorderFilterName | None
+    filterValue: ConfigurationRecorderFilterValues | None
 
 
-ConfigurationRecorderFilterList = List[ConfigurationRecorderFilter]
-ConfigurationRecorderList = List[ConfigurationRecorder]
-ConfigurationRecorderNameList = List[RecorderName]
+ConfigurationRecorderFilterList = list[ConfigurationRecorderFilter]
+ConfigurationRecorderList = list[ConfigurationRecorder]
+ConfigurationRecorderNameList = list[RecorderName]
 
 
 class ConfigurationRecorderStatus(TypedDict, total=False):
-    arn: Optional[AmazonResourceName]
-    name: Optional[String]
-    lastStartTime: Optional[Date]
-    lastStopTime: Optional[Date]
-    recording: Optional[Boolean]
-    lastStatus: Optional[RecorderStatus]
-    lastErrorCode: Optional[String]
-    lastErrorMessage: Optional[String]
-    lastStatusChangeTime: Optional[Date]
-    servicePrincipal: Optional[ServicePrincipal]
+    arn: AmazonResourceName | None
+    name: String | None
+    lastStartTime: Date | None
+    lastStopTime: Date | None
+    recording: Boolean | None
+    lastStatus: RecorderStatus | None
+    lastErrorCode: String | None
+    lastErrorMessage: String | None
+    lastStatusChangeTime: Date | None
+    servicePrincipal: ServicePrincipal | None
 
 
-ConfigurationRecorderStatusList = List[ConfigurationRecorderStatus]
+ConfigurationRecorderStatusList = list[ConfigurationRecorderStatus]
 
 
 class ConfigurationRecorderSummary(TypedDict, total=False):
     arn: AmazonResourceName
     name: RecorderName
-    servicePrincipal: Optional[ServicePrincipal]
+    servicePrincipal: ServicePrincipal | None
     recordingScope: RecordingScope
 
 
-ConfigurationRecorderSummaries = List[ConfigurationRecorderSummary]
-ConformancePackConfigRuleNames = List[StringWithCharLimit64]
+ConfigurationRecorderSummaries = list[ConfigurationRecorderSummary]
+ConformancePackConfigRuleNames = list[StringWithCharLimit64]
 
 
 class ConformancePackComplianceFilters(TypedDict, total=False):
-    ConfigRuleNames: Optional[ConformancePackConfigRuleNames]
-    ComplianceType: Optional[ConformancePackComplianceType]
+    ConfigRuleNames: ConformancePackConfigRuleNames | None
+    ComplianceType: ConformancePackComplianceType | None
 
 
-ConformancePackComplianceResourceIds = List[StringWithCharLimit256]
+ConformancePackComplianceResourceIds = list[StringWithCharLimit256]
 LastUpdatedTime = datetime
 
 
 class ConformancePackComplianceScore(TypedDict, total=False):
-    Score: Optional[ComplianceScore]
-    ConformancePackName: Optional[ConformancePackName]
-    LastUpdatedTime: Optional[LastUpdatedTime]
+    Score: ComplianceScore | None
+    ConformancePackName: ConformancePackName | None
+    LastUpdatedTime: LastUpdatedTime | None
 
 
-ConformancePackComplianceScores = List[ConformancePackComplianceScore]
-ConformancePackNameFilter = List[ConformancePackName]
+ConformancePackComplianceScores = list[ConformancePackComplianceScore]
+ConformancePackNameFilter = list[ConformancePackName]
 
 
 class ConformancePackComplianceScoresFilters(TypedDict, total=False):
@@ -1670,12 +1670,12 @@ class ConformancePackComplianceSummary(TypedDict, total=False):
     ConformancePackComplianceStatus: ConformancePackComplianceType
 
 
-ConformancePackComplianceSummaryList = List[ConformancePackComplianceSummary]
+ConformancePackComplianceSummaryList = list[ConformancePackComplianceSummary]
 
 
 class TemplateSSMDocumentDetails(TypedDict, total=False):
     DocumentName: SSMDocumentName
-    DocumentVersion: Optional[SSMDocumentVersion]
+    DocumentVersion: SSMDocumentVersion | None
 
 
 class ConformancePackInputParameter(TypedDict, total=False):
@@ -1683,29 +1683,29 @@ class ConformancePackInputParameter(TypedDict, total=False):
     ParameterValue: ParameterValue
 
 
-ConformancePackInputParameters = List[ConformancePackInputParameter]
+ConformancePackInputParameters = list[ConformancePackInputParameter]
 
 
 class ConformancePackDetail(TypedDict, total=False):
     ConformancePackName: ConformancePackName
     ConformancePackArn: ConformancePackArn
     ConformancePackId: ConformancePackId
-    DeliveryS3Bucket: Optional[DeliveryS3Bucket]
-    DeliveryS3KeyPrefix: Optional[DeliveryS3KeyPrefix]
-    ConformancePackInputParameters: Optional[ConformancePackInputParameters]
-    LastUpdateRequestedTime: Optional[Date]
-    CreatedBy: Optional[StringWithCharLimit256]
-    TemplateSSMDocumentDetails: Optional[TemplateSSMDocumentDetails]
+    DeliveryS3Bucket: DeliveryS3Bucket | None
+    DeliveryS3KeyPrefix: DeliveryS3KeyPrefix | None
+    ConformancePackInputParameters: ConformancePackInputParameters | None
+    LastUpdateRequestedTime: Date | None
+    CreatedBy: StringWithCharLimit256 | None
+    TemplateSSMDocumentDetails: TemplateSSMDocumentDetails | None
 
 
-ConformancePackDetailList = List[ConformancePackDetail]
+ConformancePackDetailList = list[ConformancePackDetail]
 
 
 class ConformancePackEvaluationFilters(TypedDict, total=False):
-    ConfigRuleNames: Optional[ConformancePackConfigRuleNames]
-    ComplianceType: Optional[ConformancePackComplianceType]
-    ResourceType: Optional[StringWithCharLimit256]
-    ResourceIds: Optional[ConformancePackComplianceResourceIds]
+    ConfigRuleNames: ConformancePackConfigRuleNames | None
+    ComplianceType: ConformancePackComplianceType | None
+    ResourceType: StringWithCharLimit256 | None
+    ResourceIds: ConformancePackComplianceResourceIds | None
 
 
 class ConformancePackEvaluationResult(TypedDict, total=False):
@@ -1713,22 +1713,22 @@ class ConformancePackEvaluationResult(TypedDict, total=False):
     EvaluationResultIdentifier: EvaluationResultIdentifier
     ConfigRuleInvokedTime: Date
     ResultRecordedTime: Date
-    Annotation: Optional[Annotation]
+    Annotation: Annotation | None
 
 
-ConformancePackNamesList = List[ConformancePackName]
-ConformancePackNamesToSummarizeList = List[ConformancePackName]
-ControlsList = List[StringWithCharLimit128]
+ConformancePackNamesList = list[ConformancePackName]
+ConformancePackNamesToSummarizeList = list[ConformancePackName]
+ControlsList = list[StringWithCharLimit128]
 
 
 class ConformancePackRuleCompliance(TypedDict, total=False):
-    ConfigRuleName: Optional[ConfigRuleName]
-    ComplianceType: Optional[ConformancePackComplianceType]
-    Controls: Optional[ControlsList]
+    ConfigRuleName: ConfigRuleName | None
+    ComplianceType: ConformancePackComplianceType | None
+    Controls: ControlsList | None
 
 
-ConformancePackRuleComplianceList = List[ConformancePackRuleCompliance]
-ConformancePackRuleEvaluationResultsList = List[ConformancePackEvaluationResult]
+ConformancePackRuleComplianceList = list[ConformancePackRuleCompliance]
+ConformancePackRuleEvaluationResultsList = list[ConformancePackEvaluationResult]
 
 
 class ConformancePackStatusDetail(TypedDict, total=False):
@@ -1737,13 +1737,13 @@ class ConformancePackStatusDetail(TypedDict, total=False):
     ConformancePackArn: ConformancePackArn
     ConformancePackState: ConformancePackState
     StackArn: StackArn
-    ConformancePackStatusReason: Optional[ConformancePackStatusReason]
+    ConformancePackStatusReason: ConformancePackStatusReason | None
     LastUpdateRequestedTime: Date
-    LastUpdateCompletedTime: Optional[Date]
+    LastUpdateCompletedTime: Date | None
 
 
-ConformancePackStatusDetailsList = List[ConformancePackStatusDetail]
-DebugLogDeliveryAccounts = List[AccountId]
+ConformancePackStatusDetailsList = list[ConformancePackStatusDetail]
+DebugLogDeliveryAccounts = list[AccountId]
 
 
 class DeleteAggregationAuthorizationRequest(ServiceRequest):
@@ -1794,7 +1794,7 @@ class DeletePendingAggregationRequestRequest(ServiceRequest):
 
 class DeleteRemediationConfigurationRequest(ServiceRequest):
     ConfigRuleName: ConfigRuleName
-    ResourceType: Optional[String]
+    ResourceType: String | None
 
 
 class DeleteRemediationConfigurationResponse(TypedDict, total=False):
@@ -1802,11 +1802,11 @@ class DeleteRemediationConfigurationResponse(TypedDict, total=False):
 
 
 class RemediationExceptionResourceKey(TypedDict, total=False):
-    ResourceType: Optional[StringWithCharLimit256]
-    ResourceId: Optional[StringWithCharLimit1024]
+    ResourceType: StringWithCharLimit256 | None
+    ResourceId: StringWithCharLimit1024 | None
 
 
-RemediationExceptionResourceKeys = List[RemediationExceptionResourceKey]
+RemediationExceptionResourceKeys = list[RemediationExceptionResourceKey]
 
 
 class DeleteRemediationExceptionsRequest(ServiceRequest):
@@ -1815,15 +1815,15 @@ class DeleteRemediationExceptionsRequest(ServiceRequest):
 
 
 class FailedDeleteRemediationExceptionsBatch(TypedDict, total=False):
-    FailureMessage: Optional[String]
-    FailedItems: Optional[RemediationExceptionResourceKeys]
+    FailureMessage: String | None
+    FailedItems: RemediationExceptionResourceKeys | None
 
 
-FailedDeleteRemediationExceptionsBatches = List[FailedDeleteRemediationExceptionsBatch]
+FailedDeleteRemediationExceptionsBatches = list[FailedDeleteRemediationExceptionsBatch]
 
 
 class DeleteRemediationExceptionsResponse(TypedDict, total=False):
-    FailedBatches: Optional[FailedDeleteRemediationExceptionsBatches]
+    FailedBatches: FailedDeleteRemediationExceptionsBatches | None
 
 
 class DeleteResourceConfigRequest(ServiceRequest):
@@ -1857,368 +1857,368 @@ class DeliverConfigSnapshotRequest(ServiceRequest):
 
 
 class DeliverConfigSnapshotResponse(TypedDict, total=False):
-    configSnapshotId: Optional[String]
+    configSnapshotId: String | None
 
 
 class DeliveryChannel(TypedDict, total=False):
-    name: Optional[ChannelName]
-    s3BucketName: Optional[String]
-    s3KeyPrefix: Optional[String]
-    s3KmsKeyArn: Optional[String]
-    snsTopicARN: Optional[String]
-    configSnapshotDeliveryProperties: Optional[ConfigSnapshotDeliveryProperties]
+    name: ChannelName | None
+    s3BucketName: String | None
+    s3KeyPrefix: String | None
+    s3KmsKeyArn: String | None
+    snsTopicARN: String | None
+    configSnapshotDeliveryProperties: ConfigSnapshotDeliveryProperties | None
 
 
-DeliveryChannelList = List[DeliveryChannel]
-DeliveryChannelNameList = List[ChannelName]
+DeliveryChannelList = list[DeliveryChannel]
+DeliveryChannelNameList = list[ChannelName]
 
 
 class DeliveryChannelStatus(TypedDict, total=False):
-    name: Optional[String]
-    configSnapshotDeliveryInfo: Optional[ConfigExportDeliveryInfo]
-    configHistoryDeliveryInfo: Optional[ConfigExportDeliveryInfo]
-    configStreamDeliveryInfo: Optional[ConfigStreamDeliveryInfo]
+    name: String | None
+    configSnapshotDeliveryInfo: ConfigExportDeliveryInfo | None
+    configHistoryDeliveryInfo: ConfigExportDeliveryInfo | None
+    configStreamDeliveryInfo: ConfigStreamDeliveryInfo | None
 
 
-DeliveryChannelStatusList = List[DeliveryChannelStatus]
+DeliveryChannelStatusList = list[DeliveryChannelStatus]
 
 
 class DescribeAggregateComplianceByConfigRulesRequest(ServiceRequest):
     ConfigurationAggregatorName: ConfigurationAggregatorName
-    Filters: Optional[ConfigRuleComplianceFilters]
-    Limit: Optional[GroupByAPILimit]
-    NextToken: Optional[NextToken]
+    Filters: ConfigRuleComplianceFilters | None
+    Limit: GroupByAPILimit | None
+    NextToken: NextToken | None
 
 
 class DescribeAggregateComplianceByConfigRulesResponse(TypedDict, total=False):
-    AggregateComplianceByConfigRules: Optional[AggregateComplianceByConfigRuleList]
-    NextToken: Optional[NextToken]
+    AggregateComplianceByConfigRules: AggregateComplianceByConfigRuleList | None
+    NextToken: NextToken | None
 
 
 class DescribeAggregateComplianceByConformancePacksRequest(ServiceRequest):
     ConfigurationAggregatorName: ConfigurationAggregatorName
-    Filters: Optional[AggregateConformancePackComplianceFilters]
-    Limit: Optional[Limit]
-    NextToken: Optional[NextToken]
+    Filters: AggregateConformancePackComplianceFilters | None
+    Limit: Limit | None
+    NextToken: NextToken | None
 
 
 class DescribeAggregateComplianceByConformancePacksResponse(TypedDict, total=False):
-    AggregateComplianceByConformancePacks: Optional[AggregateComplianceByConformancePackList]
-    NextToken: Optional[NextToken]
+    AggregateComplianceByConformancePacks: AggregateComplianceByConformancePackList | None
+    NextToken: NextToken | None
 
 
 class DescribeAggregationAuthorizationsRequest(ServiceRequest):
-    Limit: Optional[Limit]
-    NextToken: Optional[String]
+    Limit: Limit | None
+    NextToken: String | None
 
 
 class DescribeAggregationAuthorizationsResponse(TypedDict, total=False):
-    AggregationAuthorizations: Optional[AggregationAuthorizationList]
-    NextToken: Optional[String]
+    AggregationAuthorizations: AggregationAuthorizationList | None
+    NextToken: String | None
 
 
 class DescribeComplianceByConfigRuleRequest(ServiceRequest):
-    ConfigRuleNames: Optional[ConfigRuleNames]
-    ComplianceTypes: Optional[ComplianceTypes]
-    NextToken: Optional[String]
+    ConfigRuleNames: ConfigRuleNames | None
+    ComplianceTypes: ComplianceTypes | None
+    NextToken: String | None
 
 
 class DescribeComplianceByConfigRuleResponse(TypedDict, total=False):
-    ComplianceByConfigRules: Optional[ComplianceByConfigRules]
-    NextToken: Optional[String]
+    ComplianceByConfigRules: ComplianceByConfigRules | None
+    NextToken: String | None
 
 
 class DescribeComplianceByResourceRequest(ServiceRequest):
-    ResourceType: Optional[StringWithCharLimit256]
-    ResourceId: Optional[BaseResourceId]
-    ComplianceTypes: Optional[ComplianceTypes]
-    Limit: Optional[Limit]
-    NextToken: Optional[NextToken]
+    ResourceType: StringWithCharLimit256 | None
+    ResourceId: BaseResourceId | None
+    ComplianceTypes: ComplianceTypes | None
+    Limit: Limit | None
+    NextToken: NextToken | None
 
 
 class DescribeComplianceByResourceResponse(TypedDict, total=False):
-    ComplianceByResources: Optional[ComplianceByResources]
-    NextToken: Optional[NextToken]
+    ComplianceByResources: ComplianceByResources | None
+    NextToken: NextToken | None
 
 
 class DescribeConfigRuleEvaluationStatusRequest(ServiceRequest):
-    ConfigRuleNames: Optional[ConfigRuleNames]
-    NextToken: Optional[String]
-    Limit: Optional[RuleLimit]
+    ConfigRuleNames: ConfigRuleNames | None
+    NextToken: String | None
+    Limit: RuleLimit | None
 
 
 class DescribeConfigRuleEvaluationStatusResponse(TypedDict, total=False):
-    ConfigRulesEvaluationStatus: Optional[ConfigRuleEvaluationStatusList]
-    NextToken: Optional[String]
+    ConfigRulesEvaluationStatus: ConfigRuleEvaluationStatusList | None
+    NextToken: String | None
 
 
 class DescribeConfigRulesFilters(TypedDict, total=False):
-    EvaluationMode: Optional[EvaluationMode]
+    EvaluationMode: EvaluationMode | None
 
 
 class DescribeConfigRulesRequest(ServiceRequest):
-    ConfigRuleNames: Optional[ConfigRuleNames]
-    NextToken: Optional[String]
-    Filters: Optional[DescribeConfigRulesFilters]
+    ConfigRuleNames: ConfigRuleNames | None
+    NextToken: String | None
+    Filters: DescribeConfigRulesFilters | None
 
 
 class DescribeConfigRulesResponse(TypedDict, total=False):
-    ConfigRules: Optional[ConfigRules]
-    NextToken: Optional[String]
+    ConfigRules: ConfigRules | None
+    NextToken: String | None
 
 
 class DescribeConfigurationAggregatorSourcesStatusRequest(ServiceRequest):
     ConfigurationAggregatorName: ConfigurationAggregatorName
-    UpdateStatus: Optional[AggregatedSourceStatusTypeList]
-    NextToken: Optional[String]
-    Limit: Optional[Limit]
+    UpdateStatus: AggregatedSourceStatusTypeList | None
+    NextToken: String | None
+    Limit: Limit | None
 
 
 class DescribeConfigurationAggregatorSourcesStatusResponse(TypedDict, total=False):
-    AggregatedSourceStatusList: Optional[AggregatedSourceStatusList]
-    NextToken: Optional[String]
+    AggregatedSourceStatusList: AggregatedSourceStatusList | None
+    NextToken: String | None
 
 
 class DescribeConfigurationAggregatorsRequest(ServiceRequest):
-    ConfigurationAggregatorNames: Optional[ConfigurationAggregatorNameList]
-    NextToken: Optional[String]
-    Limit: Optional[Limit]
+    ConfigurationAggregatorNames: ConfigurationAggregatorNameList | None
+    NextToken: String | None
+    Limit: Limit | None
 
 
 class DescribeConfigurationAggregatorsResponse(TypedDict, total=False):
-    ConfigurationAggregators: Optional[ConfigurationAggregatorList]
-    NextToken: Optional[String]
+    ConfigurationAggregators: ConfigurationAggregatorList | None
+    NextToken: String | None
 
 
 class DescribeConfigurationRecorderStatusRequest(ServiceRequest):
-    ConfigurationRecorderNames: Optional[ConfigurationRecorderNameList]
-    ServicePrincipal: Optional[ServicePrincipal]
-    Arn: Optional[AmazonResourceName]
+    ConfigurationRecorderNames: ConfigurationRecorderNameList | None
+    ServicePrincipal: ServicePrincipal | None
+    Arn: AmazonResourceName | None
 
 
 class DescribeConfigurationRecorderStatusResponse(TypedDict, total=False):
-    ConfigurationRecordersStatus: Optional[ConfigurationRecorderStatusList]
+    ConfigurationRecordersStatus: ConfigurationRecorderStatusList | None
 
 
 class DescribeConfigurationRecordersRequest(ServiceRequest):
-    ConfigurationRecorderNames: Optional[ConfigurationRecorderNameList]
-    ServicePrincipal: Optional[ServicePrincipal]
-    Arn: Optional[AmazonResourceName]
+    ConfigurationRecorderNames: ConfigurationRecorderNameList | None
+    ServicePrincipal: ServicePrincipal | None
+    Arn: AmazonResourceName | None
 
 
 class DescribeConfigurationRecordersResponse(TypedDict, total=False):
-    ConfigurationRecorders: Optional[ConfigurationRecorderList]
+    ConfigurationRecorders: ConfigurationRecorderList | None
 
 
 class DescribeConformancePackComplianceRequest(ServiceRequest):
     ConformancePackName: ConformancePackName
-    Filters: Optional[ConformancePackComplianceFilters]
-    Limit: Optional[DescribeConformancePackComplianceLimit]
-    NextToken: Optional[NextToken]
+    Filters: ConformancePackComplianceFilters | None
+    Limit: DescribeConformancePackComplianceLimit | None
+    NextToken: NextToken | None
 
 
 class DescribeConformancePackComplianceResponse(TypedDict, total=False):
     ConformancePackName: ConformancePackName
     ConformancePackRuleComplianceList: ConformancePackRuleComplianceList
-    NextToken: Optional[NextToken]
+    NextToken: NextToken | None
 
 
 class DescribeConformancePackStatusRequest(ServiceRequest):
-    ConformancePackNames: Optional[ConformancePackNamesList]
-    Limit: Optional[PageSizeLimit]
-    NextToken: Optional[NextToken]
+    ConformancePackNames: ConformancePackNamesList | None
+    Limit: PageSizeLimit | None
+    NextToken: NextToken | None
 
 
 class DescribeConformancePackStatusResponse(TypedDict, total=False):
-    ConformancePackStatusDetails: Optional[ConformancePackStatusDetailsList]
-    NextToken: Optional[NextToken]
+    ConformancePackStatusDetails: ConformancePackStatusDetailsList | None
+    NextToken: NextToken | None
 
 
 class DescribeConformancePacksRequest(ServiceRequest):
-    ConformancePackNames: Optional[ConformancePackNamesList]
-    Limit: Optional[PageSizeLimit]
-    NextToken: Optional[NextToken]
+    ConformancePackNames: ConformancePackNamesList | None
+    Limit: PageSizeLimit | None
+    NextToken: NextToken | None
 
 
 class DescribeConformancePacksResponse(TypedDict, total=False):
-    ConformancePackDetails: Optional[ConformancePackDetailList]
-    NextToken: Optional[NextToken]
+    ConformancePackDetails: ConformancePackDetailList | None
+    NextToken: NextToken | None
 
 
 class DescribeDeliveryChannelStatusRequest(ServiceRequest):
-    DeliveryChannelNames: Optional[DeliveryChannelNameList]
+    DeliveryChannelNames: DeliveryChannelNameList | None
 
 
 class DescribeDeliveryChannelStatusResponse(TypedDict, total=False):
-    DeliveryChannelsStatus: Optional[DeliveryChannelStatusList]
+    DeliveryChannelsStatus: DeliveryChannelStatusList | None
 
 
 class DescribeDeliveryChannelsRequest(ServiceRequest):
-    DeliveryChannelNames: Optional[DeliveryChannelNameList]
+    DeliveryChannelNames: DeliveryChannelNameList | None
 
 
 class DescribeDeliveryChannelsResponse(TypedDict, total=False):
-    DeliveryChannels: Optional[DeliveryChannelList]
+    DeliveryChannels: DeliveryChannelList | None
 
 
-OrganizationConfigRuleNames = List[StringWithCharLimit64]
+OrganizationConfigRuleNames = list[StringWithCharLimit64]
 
 
 class DescribeOrganizationConfigRuleStatusesRequest(ServiceRequest):
-    OrganizationConfigRuleNames: Optional[OrganizationConfigRuleNames]
-    Limit: Optional[CosmosPageLimit]
-    NextToken: Optional[String]
+    OrganizationConfigRuleNames: OrganizationConfigRuleNames | None
+    Limit: CosmosPageLimit | None
+    NextToken: String | None
 
 
 class OrganizationConfigRuleStatus(TypedDict, total=False):
     OrganizationConfigRuleName: OrganizationConfigRuleName
     OrganizationRuleStatus: OrganizationRuleStatus
-    ErrorCode: Optional[String]
-    ErrorMessage: Optional[String]
-    LastUpdateTime: Optional[Date]
+    ErrorCode: String | None
+    ErrorMessage: String | None
+    LastUpdateTime: Date | None
 
 
-OrganizationConfigRuleStatuses = List[OrganizationConfigRuleStatus]
+OrganizationConfigRuleStatuses = list[OrganizationConfigRuleStatus]
 
 
 class DescribeOrganizationConfigRuleStatusesResponse(TypedDict, total=False):
-    OrganizationConfigRuleStatuses: Optional[OrganizationConfigRuleStatuses]
-    NextToken: Optional[String]
+    OrganizationConfigRuleStatuses: OrganizationConfigRuleStatuses | None
+    NextToken: String | None
 
 
 class DescribeOrganizationConfigRulesRequest(ServiceRequest):
-    OrganizationConfigRuleNames: Optional[OrganizationConfigRuleNames]
-    Limit: Optional[CosmosPageLimit]
-    NextToken: Optional[String]
+    OrganizationConfigRuleNames: OrganizationConfigRuleNames | None
+    Limit: CosmosPageLimit | None
+    NextToken: String | None
 
 
-ResourceTypesScope = List[StringWithCharLimit256]
-OrganizationConfigRuleTriggerTypeNoSNs = List[OrganizationConfigRuleTriggerTypeNoSN]
+ResourceTypesScope = list[StringWithCharLimit256]
+OrganizationConfigRuleTriggerTypeNoSNs = list[OrganizationConfigRuleTriggerTypeNoSN]
 
 
 class OrganizationCustomPolicyRuleMetadataNoPolicy(TypedDict, total=False):
-    Description: Optional[StringWithCharLimit256Min0]
-    OrganizationConfigRuleTriggerTypes: Optional[OrganizationConfigRuleTriggerTypeNoSNs]
-    InputParameters: Optional[StringWithCharLimit2048]
-    MaximumExecutionFrequency: Optional[MaximumExecutionFrequency]
-    ResourceTypesScope: Optional[ResourceTypesScope]
-    ResourceIdScope: Optional[StringWithCharLimit768]
-    TagKeyScope: Optional[StringWithCharLimit128]
-    TagValueScope: Optional[StringWithCharLimit256]
-    PolicyRuntime: Optional[PolicyRuntime]
-    DebugLogDeliveryAccounts: Optional[DebugLogDeliveryAccounts]
+    Description: StringWithCharLimit256Min0 | None
+    OrganizationConfigRuleTriggerTypes: OrganizationConfigRuleTriggerTypeNoSNs | None
+    InputParameters: StringWithCharLimit2048 | None
+    MaximumExecutionFrequency: MaximumExecutionFrequency | None
+    ResourceTypesScope: ResourceTypesScope | None
+    ResourceIdScope: StringWithCharLimit768 | None
+    TagKeyScope: StringWithCharLimit128 | None
+    TagValueScope: StringWithCharLimit256 | None
+    PolicyRuntime: PolicyRuntime | None
+    DebugLogDeliveryAccounts: DebugLogDeliveryAccounts | None
 
 
-ExcludedAccounts = List[AccountId]
-OrganizationConfigRuleTriggerTypes = List[OrganizationConfigRuleTriggerType]
+ExcludedAccounts = list[AccountId]
+OrganizationConfigRuleTriggerTypes = list[OrganizationConfigRuleTriggerType]
 
 
 class OrganizationCustomRuleMetadata(TypedDict, total=False):
-    Description: Optional[StringWithCharLimit256Min0]
+    Description: StringWithCharLimit256Min0 | None
     LambdaFunctionArn: StringWithCharLimit256
     OrganizationConfigRuleTriggerTypes: OrganizationConfigRuleTriggerTypes
-    InputParameters: Optional[StringWithCharLimit2048]
-    MaximumExecutionFrequency: Optional[MaximumExecutionFrequency]
-    ResourceTypesScope: Optional[ResourceTypesScope]
-    ResourceIdScope: Optional[StringWithCharLimit768]
-    TagKeyScope: Optional[StringWithCharLimit128]
-    TagValueScope: Optional[StringWithCharLimit256]
+    InputParameters: StringWithCharLimit2048 | None
+    MaximumExecutionFrequency: MaximumExecutionFrequency | None
+    ResourceTypesScope: ResourceTypesScope | None
+    ResourceIdScope: StringWithCharLimit768 | None
+    TagKeyScope: StringWithCharLimit128 | None
+    TagValueScope: StringWithCharLimit256 | None
 
 
 class OrganizationManagedRuleMetadata(TypedDict, total=False):
-    Description: Optional[StringWithCharLimit256Min0]
+    Description: StringWithCharLimit256Min0 | None
     RuleIdentifier: StringWithCharLimit256
-    InputParameters: Optional[StringWithCharLimit2048]
-    MaximumExecutionFrequency: Optional[MaximumExecutionFrequency]
-    ResourceTypesScope: Optional[ResourceTypesScope]
-    ResourceIdScope: Optional[StringWithCharLimit768]
-    TagKeyScope: Optional[StringWithCharLimit128]
-    TagValueScope: Optional[StringWithCharLimit256]
+    InputParameters: StringWithCharLimit2048 | None
+    MaximumExecutionFrequency: MaximumExecutionFrequency | None
+    ResourceTypesScope: ResourceTypesScope | None
+    ResourceIdScope: StringWithCharLimit768 | None
+    TagKeyScope: StringWithCharLimit128 | None
+    TagValueScope: StringWithCharLimit256 | None
 
 
 class OrganizationConfigRule(TypedDict, total=False):
     OrganizationConfigRuleName: OrganizationConfigRuleName
     OrganizationConfigRuleArn: StringWithCharLimit256
-    OrganizationManagedRuleMetadata: Optional[OrganizationManagedRuleMetadata]
-    OrganizationCustomRuleMetadata: Optional[OrganizationCustomRuleMetadata]
-    ExcludedAccounts: Optional[ExcludedAccounts]
-    LastUpdateTime: Optional[Date]
-    OrganizationCustomPolicyRuleMetadata: Optional[OrganizationCustomPolicyRuleMetadataNoPolicy]
+    OrganizationManagedRuleMetadata: OrganizationManagedRuleMetadata | None
+    OrganizationCustomRuleMetadata: OrganizationCustomRuleMetadata | None
+    ExcludedAccounts: ExcludedAccounts | None
+    LastUpdateTime: Date | None
+    OrganizationCustomPolicyRuleMetadata: OrganizationCustomPolicyRuleMetadataNoPolicy | None
 
 
-OrganizationConfigRules = List[OrganizationConfigRule]
+OrganizationConfigRules = list[OrganizationConfigRule]
 
 
 class DescribeOrganizationConfigRulesResponse(TypedDict, total=False):
-    OrganizationConfigRules: Optional[OrganizationConfigRules]
-    NextToken: Optional[String]
+    OrganizationConfigRules: OrganizationConfigRules | None
+    NextToken: String | None
 
 
-OrganizationConformancePackNames = List[OrganizationConformancePackName]
+OrganizationConformancePackNames = list[OrganizationConformancePackName]
 
 
 class DescribeOrganizationConformancePackStatusesRequest(ServiceRequest):
-    OrganizationConformancePackNames: Optional[OrganizationConformancePackNames]
-    Limit: Optional[CosmosPageLimit]
-    NextToken: Optional[String]
+    OrganizationConformancePackNames: OrganizationConformancePackNames | None
+    Limit: CosmosPageLimit | None
+    NextToken: String | None
 
 
 class OrganizationConformancePackStatus(TypedDict, total=False):
     OrganizationConformancePackName: OrganizationConformancePackName
     Status: OrganizationResourceStatus
-    ErrorCode: Optional[String]
-    ErrorMessage: Optional[String]
-    LastUpdateTime: Optional[Date]
+    ErrorCode: String | None
+    ErrorMessage: String | None
+    LastUpdateTime: Date | None
 
 
-OrganizationConformancePackStatuses = List[OrganizationConformancePackStatus]
+OrganizationConformancePackStatuses = list[OrganizationConformancePackStatus]
 
 
 class DescribeOrganizationConformancePackStatusesResponse(TypedDict, total=False):
-    OrganizationConformancePackStatuses: Optional[OrganizationConformancePackStatuses]
-    NextToken: Optional[String]
+    OrganizationConformancePackStatuses: OrganizationConformancePackStatuses | None
+    NextToken: String | None
 
 
 class DescribeOrganizationConformancePacksRequest(ServiceRequest):
-    OrganizationConformancePackNames: Optional[OrganizationConformancePackNames]
-    Limit: Optional[CosmosPageLimit]
-    NextToken: Optional[String]
+    OrganizationConformancePackNames: OrganizationConformancePackNames | None
+    Limit: CosmosPageLimit | None
+    NextToken: String | None
 
 
 class OrganizationConformancePack(TypedDict, total=False):
     OrganizationConformancePackName: OrganizationConformancePackName
     OrganizationConformancePackArn: StringWithCharLimit256
-    DeliveryS3Bucket: Optional[DeliveryS3Bucket]
-    DeliveryS3KeyPrefix: Optional[DeliveryS3KeyPrefix]
-    ConformancePackInputParameters: Optional[ConformancePackInputParameters]
-    ExcludedAccounts: Optional[ExcludedAccounts]
+    DeliveryS3Bucket: DeliveryS3Bucket | None
+    DeliveryS3KeyPrefix: DeliveryS3KeyPrefix | None
+    ConformancePackInputParameters: ConformancePackInputParameters | None
+    ExcludedAccounts: ExcludedAccounts | None
     LastUpdateTime: Date
 
 
-OrganizationConformancePacks = List[OrganizationConformancePack]
+OrganizationConformancePacks = list[OrganizationConformancePack]
 
 
 class DescribeOrganizationConformancePacksResponse(TypedDict, total=False):
-    OrganizationConformancePacks: Optional[OrganizationConformancePacks]
-    NextToken: Optional[String]
+    OrganizationConformancePacks: OrganizationConformancePacks | None
+    NextToken: String | None
 
 
 class DescribePendingAggregationRequestsRequest(ServiceRequest):
-    Limit: Optional[DescribePendingAggregationRequestsLimit]
-    NextToken: Optional[String]
+    Limit: DescribePendingAggregationRequestsLimit | None
+    NextToken: String | None
 
 
 class PendingAggregationRequest(TypedDict, total=False):
-    RequesterAccountId: Optional[AccountId]
-    RequesterAwsRegion: Optional[AwsRegion]
+    RequesterAccountId: AccountId | None
+    RequesterAwsRegion: AwsRegion | None
 
 
-PendingAggregationRequestList = List[PendingAggregationRequest]
+PendingAggregationRequestList = list[PendingAggregationRequest]
 
 
 class DescribePendingAggregationRequestsResponse(TypedDict, total=False):
-    PendingAggregationRequests: Optional[PendingAggregationRequestList]
-    NextToken: Optional[String]
+    PendingAggregationRequests: PendingAggregationRequestList | None
+    NextToken: String | None
 
 
 class DescribeRemediationConfigurationsRequest(ServiceRequest):
@@ -2226,15 +2226,15 @@ class DescribeRemediationConfigurationsRequest(ServiceRequest):
 
 
 class SsmControls(TypedDict, total=False):
-    ConcurrentExecutionRatePercentage: Optional[Percentage]
-    ErrorPercentage: Optional[Percentage]
+    ConcurrentExecutionRatePercentage: Percentage | None
+    ErrorPercentage: Percentage | None
 
 
 class ExecutionControls(TypedDict, total=False):
-    SsmControls: Optional[SsmControls]
+    SsmControls: SsmControls | None
 
 
-StaticParameterValues = List[StringWithCharLimit256]
+StaticParameterValues = list[StringWithCharLimit256]
 
 
 class StaticValue(TypedDict, total=False):
@@ -2246,98 +2246,98 @@ class ResourceValue(TypedDict, total=False):
 
 
 class RemediationParameterValue(TypedDict, total=False):
-    ResourceValue: Optional[ResourceValue]
-    StaticValue: Optional[StaticValue]
+    ResourceValue: ResourceValue | None
+    StaticValue: StaticValue | None
 
 
-RemediationParameters = Dict[StringWithCharLimit256, RemediationParameterValue]
+RemediationParameters = dict[StringWithCharLimit256, RemediationParameterValue]
 
 
 class RemediationConfiguration(TypedDict, total=False):
     ConfigRuleName: ConfigRuleName
     TargetType: RemediationTargetType
     TargetId: StringWithCharLimit256
-    TargetVersion: Optional[String]
-    Parameters: Optional[RemediationParameters]
-    ResourceType: Optional[String]
-    Automatic: Optional[Boolean]
-    ExecutionControls: Optional[ExecutionControls]
-    MaximumAutomaticAttempts: Optional[AutoRemediationAttempts]
-    RetryAttemptSeconds: Optional[AutoRemediationAttemptSeconds]
-    Arn: Optional[StringWithCharLimit1024]
-    CreatedByService: Optional[StringWithCharLimit1024]
+    TargetVersion: String | None
+    Parameters: RemediationParameters | None
+    ResourceType: String | None
+    Automatic: Boolean | None
+    ExecutionControls: ExecutionControls | None
+    MaximumAutomaticAttempts: AutoRemediationAttempts | None
+    RetryAttemptSeconds: AutoRemediationAttemptSeconds | None
+    Arn: StringWithCharLimit1024 | None
+    CreatedByService: StringWithCharLimit1024 | None
 
 
-RemediationConfigurations = List[RemediationConfiguration]
+RemediationConfigurations = list[RemediationConfiguration]
 
 
 class DescribeRemediationConfigurationsResponse(TypedDict, total=False):
-    RemediationConfigurations: Optional[RemediationConfigurations]
+    RemediationConfigurations: RemediationConfigurations | None
 
 
 class DescribeRemediationExceptionsRequest(ServiceRequest):
     ConfigRuleName: ConfigRuleName
-    ResourceKeys: Optional[RemediationExceptionResourceKeys]
-    Limit: Optional[Limit]
-    NextToken: Optional[String]
+    ResourceKeys: RemediationExceptionResourceKeys | None
+    Limit: Limit | None
+    NextToken: String | None
 
 
 class RemediationException(TypedDict, total=False):
     ConfigRuleName: ConfigRuleName
     ResourceType: StringWithCharLimit256
     ResourceId: StringWithCharLimit1024
-    Message: Optional[StringWithCharLimit1024]
-    ExpirationTime: Optional[Date]
+    Message: StringWithCharLimit1024 | None
+    ExpirationTime: Date | None
 
 
-RemediationExceptions = List[RemediationException]
+RemediationExceptions = list[RemediationException]
 
 
 class DescribeRemediationExceptionsResponse(TypedDict, total=False):
-    RemediationExceptions: Optional[RemediationExceptions]
-    NextToken: Optional[String]
+    RemediationExceptions: RemediationExceptions | None
+    NextToken: String | None
 
 
 class DescribeRemediationExecutionStatusRequest(ServiceRequest):
     ConfigRuleName: ConfigRuleName
-    ResourceKeys: Optional[ResourceKeys]
-    Limit: Optional[Limit]
-    NextToken: Optional[String]
+    ResourceKeys: ResourceKeys | None
+    Limit: Limit | None
+    NextToken: String | None
 
 
 class RemediationExecutionStep(TypedDict, total=False):
-    Name: Optional[String]
-    State: Optional[RemediationExecutionStepState]
-    ErrorMessage: Optional[String]
-    StartTime: Optional[Date]
-    StopTime: Optional[Date]
+    Name: String | None
+    State: RemediationExecutionStepState | None
+    ErrorMessage: String | None
+    StartTime: Date | None
+    StopTime: Date | None
 
 
-RemediationExecutionSteps = List[RemediationExecutionStep]
+RemediationExecutionSteps = list[RemediationExecutionStep]
 
 
 class RemediationExecutionStatus(TypedDict, total=False):
-    ResourceKey: Optional[ResourceKey]
-    State: Optional[RemediationExecutionState]
-    StepDetails: Optional[RemediationExecutionSteps]
-    InvocationTime: Optional[Date]
-    LastUpdatedTime: Optional[Date]
+    ResourceKey: ResourceKey | None
+    State: RemediationExecutionState | None
+    StepDetails: RemediationExecutionSteps | None
+    InvocationTime: Date | None
+    LastUpdatedTime: Date | None
 
 
-RemediationExecutionStatuses = List[RemediationExecutionStatus]
+RemediationExecutionStatuses = list[RemediationExecutionStatus]
 
 
 class DescribeRemediationExecutionStatusResponse(TypedDict, total=False):
-    RemediationExecutionStatuses: Optional[RemediationExecutionStatuses]
-    NextToken: Optional[String]
+    RemediationExecutionStatuses: RemediationExecutionStatuses | None
+    NextToken: String | None
 
 
-RetentionConfigurationNameList = List[RetentionConfigurationName]
+RetentionConfigurationNameList = list[RetentionConfigurationName]
 
 
 class DescribeRetentionConfigurationsRequest(ServiceRequest):
-    RetentionConfigurationNames: Optional[RetentionConfigurationNameList]
-    NextToken: Optional[NextToken]
+    RetentionConfigurationNames: RetentionConfigurationNameList | None
+    NextToken: NextToken | None
 
 
 class RetentionConfiguration(TypedDict, total=False):
@@ -2345,12 +2345,12 @@ class RetentionConfiguration(TypedDict, total=False):
     RetentionPeriodInDays: RetentionPeriodInDays
 
 
-RetentionConfigurationList = List[RetentionConfiguration]
+RetentionConfigurationList = list[RetentionConfiguration]
 
 
 class DescribeRetentionConfigurationsResponse(TypedDict, total=False):
-    RetentionConfigurations: Optional[RetentionConfigurationList]
-    NextToken: Optional[NextToken]
+    RetentionConfigurations: RetentionConfigurationList | None
+    NextToken: NextToken | None
 
 
 class DisassociateResourceTypesRequest(ServiceRequest):
@@ -2362,7 +2362,7 @@ class DisassociateResourceTypesResponse(TypedDict, total=False):
     ConfigurationRecorder: ConfigurationRecorder
 
 
-DiscoveredResourceIdentifierList = List[AggregateResourceIdentifier]
+DiscoveredResourceIdentifierList = list[AggregateResourceIdentifier]
 EarlierTime = datetime
 OrderingTimestamp = datetime
 
@@ -2371,63 +2371,63 @@ class Evaluation(TypedDict, total=False):
     ComplianceResourceType: StringWithCharLimit256
     ComplianceResourceId: BaseResourceId
     ComplianceType: ComplianceType
-    Annotation: Optional[StringWithCharLimit256]
+    Annotation: StringWithCharLimit256 | None
     OrderingTimestamp: OrderingTimestamp
 
 
 class EvaluationContext(TypedDict, total=False):
-    EvaluationContextIdentifier: Optional[EvaluationContextIdentifier]
+    EvaluationContextIdentifier: EvaluationContextIdentifier | None
 
 
 class EvaluationResult(TypedDict, total=False):
-    EvaluationResultIdentifier: Optional[EvaluationResultIdentifier]
-    ComplianceType: Optional[ComplianceType]
-    ResultRecordedTime: Optional[Date]
-    ConfigRuleInvokedTime: Optional[Date]
-    Annotation: Optional[StringWithCharLimit256]
-    ResultToken: Optional[String]
+    EvaluationResultIdentifier: EvaluationResultIdentifier | None
+    ComplianceType: ComplianceType | None
+    ResultRecordedTime: Date | None
+    ConfigRuleInvokedTime: Date | None
+    Annotation: StringWithCharLimit256 | None
+    ResultToken: String | None
 
 
-EvaluationResults = List[EvaluationResult]
+EvaluationResults = list[EvaluationResult]
 
 
 class EvaluationStatus(TypedDict, total=False):
     Status: ResourceEvaluationStatus
-    FailureReason: Optional[StringWithCharLimit1024]
+    FailureReason: StringWithCharLimit1024 | None
 
 
-Evaluations = List[Evaluation]
+Evaluations = list[Evaluation]
 
 
 class ExternalEvaluation(TypedDict, total=False):
     ComplianceResourceType: StringWithCharLimit256
     ComplianceResourceId: BaseResourceId
     ComplianceType: ComplianceType
-    Annotation: Optional[StringWithCharLimit256]
+    Annotation: StringWithCharLimit256 | None
     OrderingTimestamp: OrderingTimestamp
 
 
 class FailedRemediationBatch(TypedDict, total=False):
-    FailureMessage: Optional[String]
-    FailedItems: Optional[RemediationConfigurations]
+    FailureMessage: String | None
+    FailedItems: RemediationConfigurations | None
 
 
-FailedRemediationBatches = List[FailedRemediationBatch]
+FailedRemediationBatches = list[FailedRemediationBatch]
 
 
 class FailedRemediationExceptionBatch(TypedDict, total=False):
-    FailureMessage: Optional[String]
-    FailedItems: Optional[RemediationExceptions]
+    FailureMessage: String | None
+    FailedItems: RemediationExceptions | None
 
 
-FailedRemediationExceptionBatches = List[FailedRemediationExceptionBatch]
+FailedRemediationExceptionBatches = list[FailedRemediationExceptionBatch]
 
 
 class FieldInfo(TypedDict, total=False):
-    Name: Optional[FieldName]
+    Name: FieldName | None
 
 
-FieldInfoList = List[FieldInfo]
+FieldInfoList = list[FieldInfo]
 
 
 class GetAggregateComplianceDetailsByConfigRuleRequest(ServiceRequest):
@@ -2435,58 +2435,58 @@ class GetAggregateComplianceDetailsByConfigRuleRequest(ServiceRequest):
     ConfigRuleName: ConfigRuleName
     AccountId: AccountId
     AwsRegion: AwsRegion
-    ComplianceType: Optional[ComplianceType]
-    Limit: Optional[Limit]
-    NextToken: Optional[NextToken]
+    ComplianceType: ComplianceType | None
+    Limit: Limit | None
+    NextToken: NextToken | None
 
 
 class GetAggregateComplianceDetailsByConfigRuleResponse(TypedDict, total=False):
-    AggregateEvaluationResults: Optional[AggregateEvaluationResultList]
-    NextToken: Optional[NextToken]
+    AggregateEvaluationResults: AggregateEvaluationResultList | None
+    NextToken: NextToken | None
 
 
 class GetAggregateConfigRuleComplianceSummaryRequest(ServiceRequest):
     ConfigurationAggregatorName: ConfigurationAggregatorName
-    Filters: Optional[ConfigRuleComplianceSummaryFilters]
-    GroupByKey: Optional[ConfigRuleComplianceSummaryGroupKey]
-    Limit: Optional[GroupByAPILimit]
-    NextToken: Optional[NextToken]
+    Filters: ConfigRuleComplianceSummaryFilters | None
+    GroupByKey: ConfigRuleComplianceSummaryGroupKey | None
+    Limit: GroupByAPILimit | None
+    NextToken: NextToken | None
 
 
 class GetAggregateConfigRuleComplianceSummaryResponse(TypedDict, total=False):
-    GroupByKey: Optional[StringWithCharLimit256]
-    AggregateComplianceCounts: Optional[AggregateComplianceCountList]
-    NextToken: Optional[NextToken]
+    GroupByKey: StringWithCharLimit256 | None
+    AggregateComplianceCounts: AggregateComplianceCountList | None
+    NextToken: NextToken | None
 
 
 class GetAggregateConformancePackComplianceSummaryRequest(ServiceRequest):
     ConfigurationAggregatorName: ConfigurationAggregatorName
-    Filters: Optional[AggregateConformancePackComplianceSummaryFilters]
-    GroupByKey: Optional[AggregateConformancePackComplianceSummaryGroupKey]
-    Limit: Optional[Limit]
-    NextToken: Optional[NextToken]
+    Filters: AggregateConformancePackComplianceSummaryFilters | None
+    GroupByKey: AggregateConformancePackComplianceSummaryGroupKey | None
+    Limit: Limit | None
+    NextToken: NextToken | None
 
 
 class GetAggregateConformancePackComplianceSummaryResponse(TypedDict, total=False):
-    AggregateConformancePackComplianceSummaries: Optional[
-        AggregateConformancePackComplianceSummaryList
-    ]
-    GroupByKey: Optional[StringWithCharLimit256]
-    NextToken: Optional[NextToken]
+    AggregateConformancePackComplianceSummaries: (
+        AggregateConformancePackComplianceSummaryList | None
+    )
+    GroupByKey: StringWithCharLimit256 | None
+    NextToken: NextToken | None
 
 
 class ResourceCountFilters(TypedDict, total=False):
-    ResourceType: Optional[ResourceType]
-    AccountId: Optional[AccountId]
-    Region: Optional[AwsRegion]
+    ResourceType: ResourceType | None
+    AccountId: AccountId | None
+    Region: AwsRegion | None
 
 
 class GetAggregateDiscoveredResourceCountsRequest(ServiceRequest):
     ConfigurationAggregatorName: ConfigurationAggregatorName
-    Filters: Optional[ResourceCountFilters]
-    GroupByKey: Optional[ResourceCountGroupKey]
-    Limit: Optional[GroupByAPILimit]
-    NextToken: Optional[NextToken]
+    Filters: ResourceCountFilters | None
+    GroupByKey: ResourceCountGroupKey | None
+    Limit: GroupByAPILimit | None
+    NextToken: NextToken | None
 
 
 Long = int
@@ -2497,14 +2497,14 @@ class GroupedResourceCount(TypedDict, total=False):
     ResourceCount: Long
 
 
-GroupedResourceCountList = List[GroupedResourceCount]
+GroupedResourceCountList = list[GroupedResourceCount]
 
 
 class GetAggregateDiscoveredResourceCountsResponse(TypedDict, total=False):
     TotalDiscoveredResources: Long
-    GroupByKey: Optional[StringWithCharLimit256]
-    GroupedResourceCounts: Optional[GroupedResourceCountList]
-    NextToken: Optional[NextToken]
+    GroupByKey: StringWithCharLimit256 | None
+    GroupedResourceCounts: GroupedResourceCountList | None
+    NextToken: NextToken | None
 
 
 class GetAggregateResourceConfigRequest(ServiceRequest):
@@ -2513,159 +2513,157 @@ class GetAggregateResourceConfigRequest(ServiceRequest):
 
 
 class GetAggregateResourceConfigResponse(TypedDict, total=False):
-    ConfigurationItem: Optional[ConfigurationItem]
+    ConfigurationItem: ConfigurationItem | None
 
 
 class GetComplianceDetailsByConfigRuleRequest(ServiceRequest):
     ConfigRuleName: StringWithCharLimit64
-    ComplianceTypes: Optional[ComplianceTypes]
-    Limit: Optional[Limit]
-    NextToken: Optional[NextToken]
+    ComplianceTypes: ComplianceTypes | None
+    Limit: Limit | None
+    NextToken: NextToken | None
 
 
 class GetComplianceDetailsByConfigRuleResponse(TypedDict, total=False):
-    EvaluationResults: Optional[EvaluationResults]
-    NextToken: Optional[NextToken]
+    EvaluationResults: EvaluationResults | None
+    NextToken: NextToken | None
 
 
 class GetComplianceDetailsByResourceRequest(ServiceRequest):
-    ResourceType: Optional[StringWithCharLimit256]
-    ResourceId: Optional[BaseResourceId]
-    ComplianceTypes: Optional[ComplianceTypes]
-    NextToken: Optional[String]
-    ResourceEvaluationId: Optional[ResourceEvaluationId]
+    ResourceType: StringWithCharLimit256 | None
+    ResourceId: BaseResourceId | None
+    ComplianceTypes: ComplianceTypes | None
+    NextToken: String | None
+    ResourceEvaluationId: ResourceEvaluationId | None
 
 
 class GetComplianceDetailsByResourceResponse(TypedDict, total=False):
-    EvaluationResults: Optional[EvaluationResults]
-    NextToken: Optional[String]
+    EvaluationResults: EvaluationResults | None
+    NextToken: String | None
 
 
 class GetComplianceSummaryByConfigRuleResponse(TypedDict, total=False):
-    ComplianceSummary: Optional[ComplianceSummary]
+    ComplianceSummary: ComplianceSummary | None
 
 
-ResourceTypes = List[StringWithCharLimit256]
+ResourceTypes = list[StringWithCharLimit256]
 
 
 class GetComplianceSummaryByResourceTypeRequest(ServiceRequest):
-    ResourceTypes: Optional[ResourceTypes]
+    ResourceTypes: ResourceTypes | None
 
 
 class GetComplianceSummaryByResourceTypeResponse(TypedDict, total=False):
-    ComplianceSummariesByResourceType: Optional[ComplianceSummariesByResourceType]
+    ComplianceSummariesByResourceType: ComplianceSummariesByResourceType | None
 
 
 class GetConformancePackComplianceDetailsRequest(ServiceRequest):
     ConformancePackName: ConformancePackName
-    Filters: Optional[ConformancePackEvaluationFilters]
-    Limit: Optional[GetConformancePackComplianceDetailsLimit]
-    NextToken: Optional[NextToken]
+    Filters: ConformancePackEvaluationFilters | None
+    Limit: GetConformancePackComplianceDetailsLimit | None
+    NextToken: NextToken | None
 
 
 class GetConformancePackComplianceDetailsResponse(TypedDict, total=False):
     ConformancePackName: ConformancePackName
-    ConformancePackRuleEvaluationResults: Optional[ConformancePackRuleEvaluationResultsList]
-    NextToken: Optional[NextToken]
+    ConformancePackRuleEvaluationResults: ConformancePackRuleEvaluationResultsList | None
+    NextToken: NextToken | None
 
 
 class GetConformancePackComplianceSummaryRequest(ServiceRequest):
     ConformancePackNames: ConformancePackNamesToSummarizeList
-    Limit: Optional[PageSizeLimit]
-    NextToken: Optional[NextToken]
+    Limit: PageSizeLimit | None
+    NextToken: NextToken | None
 
 
 class GetConformancePackComplianceSummaryResponse(TypedDict, total=False):
-    ConformancePackComplianceSummaryList: Optional[ConformancePackComplianceSummaryList]
-    NextToken: Optional[NextToken]
+    ConformancePackComplianceSummaryList: ConformancePackComplianceSummaryList | None
+    NextToken: NextToken | None
 
 
 class GetCustomRulePolicyRequest(ServiceRequest):
-    ConfigRuleName: Optional[ConfigRuleName]
+    ConfigRuleName: ConfigRuleName | None
 
 
 class GetCustomRulePolicyResponse(TypedDict, total=False):
-    PolicyText: Optional[PolicyText]
+    PolicyText: PolicyText | None
 
 
 class GetDiscoveredResourceCountsRequest(ServiceRequest):
-    resourceTypes: Optional[ResourceTypes]
-    limit: Optional[Limit]
-    nextToken: Optional[NextToken]
+    resourceTypes: ResourceTypes | None
+    limit: Limit | None
+    nextToken: NextToken | None
 
 
 class ResourceCount(TypedDict, total=False):
-    resourceType: Optional[ResourceType]
-    count: Optional[Long]
+    resourceType: ResourceType | None
+    count: Long | None
 
 
-ResourceCounts = List[ResourceCount]
+ResourceCounts = list[ResourceCount]
 
 
 class GetDiscoveredResourceCountsResponse(TypedDict, total=False):
-    totalDiscoveredResources: Optional[Long]
-    resourceCounts: Optional[ResourceCounts]
-    nextToken: Optional[NextToken]
+    totalDiscoveredResources: Long | None
+    resourceCounts: ResourceCounts | None
+    nextToken: NextToken | None
 
 
 class StatusDetailFilters(TypedDict, total=False):
-    AccountId: Optional[AccountId]
-    MemberAccountRuleStatus: Optional[MemberAccountRuleStatus]
+    AccountId: AccountId | None
+    MemberAccountRuleStatus: MemberAccountRuleStatus | None
 
 
 class GetOrganizationConfigRuleDetailedStatusRequest(ServiceRequest):
     OrganizationConfigRuleName: OrganizationConfigRuleName
-    Filters: Optional[StatusDetailFilters]
-    Limit: Optional[CosmosPageLimit]
-    NextToken: Optional[String]
+    Filters: StatusDetailFilters | None
+    Limit: CosmosPageLimit | None
+    NextToken: String | None
 
 
 class MemberAccountStatus(TypedDict, total=False):
     AccountId: AccountId
     ConfigRuleName: StringWithCharLimit64
     MemberAccountRuleStatus: MemberAccountRuleStatus
-    ErrorCode: Optional[String]
-    ErrorMessage: Optional[String]
-    LastUpdateTime: Optional[Date]
+    ErrorCode: String | None
+    ErrorMessage: String | None
+    LastUpdateTime: Date | None
 
 
-OrganizationConfigRuleDetailedStatus = List[MemberAccountStatus]
+OrganizationConfigRuleDetailedStatus = list[MemberAccountStatus]
 
 
 class GetOrganizationConfigRuleDetailedStatusResponse(TypedDict, total=False):
-    OrganizationConfigRuleDetailedStatus: Optional[OrganizationConfigRuleDetailedStatus]
-    NextToken: Optional[String]
+    OrganizationConfigRuleDetailedStatus: OrganizationConfigRuleDetailedStatus | None
+    NextToken: String | None
 
 
 class OrganizationResourceDetailedStatusFilters(TypedDict, total=False):
-    AccountId: Optional[AccountId]
-    Status: Optional[OrganizationResourceDetailedStatus]
+    AccountId: AccountId | None
+    Status: OrganizationResourceDetailedStatus | None
 
 
 class GetOrganizationConformancePackDetailedStatusRequest(ServiceRequest):
     OrganizationConformancePackName: OrganizationConformancePackName
-    Filters: Optional[OrganizationResourceDetailedStatusFilters]
-    Limit: Optional[CosmosPageLimit]
-    NextToken: Optional[String]
+    Filters: OrganizationResourceDetailedStatusFilters | None
+    Limit: CosmosPageLimit | None
+    NextToken: String | None
 
 
 class OrganizationConformancePackDetailedStatus(TypedDict, total=False):
     AccountId: AccountId
     ConformancePackName: StringWithCharLimit256
     Status: OrganizationResourceDetailedStatus
-    ErrorCode: Optional[String]
-    ErrorMessage: Optional[String]
-    LastUpdateTime: Optional[Date]
+    ErrorCode: String | None
+    ErrorMessage: String | None
+    LastUpdateTime: Date | None
 
 
-OrganizationConformancePackDetailedStatuses = List[OrganizationConformancePackDetailedStatus]
+OrganizationConformancePackDetailedStatuses = list[OrganizationConformancePackDetailedStatus]
 
 
 class GetOrganizationConformancePackDetailedStatusResponse(TypedDict, total=False):
-    OrganizationConformancePackDetailedStatuses: Optional[
-        OrganizationConformancePackDetailedStatuses
-    ]
-    NextToken: Optional[String]
+    OrganizationConformancePackDetailedStatuses: OrganizationConformancePackDetailedStatuses | None
+    NextToken: String | None
 
 
 class GetOrganizationCustomRulePolicyRequest(ServiceRequest):
@@ -2673,7 +2671,7 @@ class GetOrganizationCustomRulePolicyRequest(ServiceRequest):
 
 
 class GetOrganizationCustomRulePolicyResponse(TypedDict, total=False):
-    PolicyText: Optional[PolicyText]
+    PolicyText: PolicyText | None
 
 
 LaterTime = datetime
@@ -2682,16 +2680,16 @@ class GetOrganizationCustomRulePolicyResponse(TypedDict, total=False):
 class GetResourceConfigHistoryRequest(ServiceRequest):
     resourceType: ResourceType
     resourceId: ResourceId
-    laterTime: Optional[LaterTime]
-    earlierTime: Optional[EarlierTime]
-    chronologicalOrder: Optional[ChronologicalOrder]
-    limit: Optional[Limit]
-    nextToken: Optional[NextToken]
+    laterTime: LaterTime | None
+    earlierTime: EarlierTime | None
+    chronologicalOrder: ChronologicalOrder | None
+    limit: Limit | None
+    nextToken: NextToken | None
 
 
 class GetResourceConfigHistoryResponse(TypedDict, total=False):
-    configurationItems: Optional[ConfigurationItemList]
-    nextToken: Optional[NextToken]
+    configurationItems: ConfigurationItemList | None
+    nextToken: NextToken | None
 
 
 class GetResourceEvaluationSummaryRequest(ServiceRequest):
@@ -2702,17 +2700,17 @@ class ResourceDetails(TypedDict, total=False):
     ResourceId: BaseResourceId
     ResourceType: StringWithCharLimit256
     ResourceConfiguration: ResourceConfiguration
-    ResourceConfigurationSchemaType: Optional[ResourceConfigurationSchemaType]
+    ResourceConfigurationSchemaType: ResourceConfigurationSchemaType | None
 
 
 class GetResourceEvaluationSummaryResponse(TypedDict, total=False):
-    ResourceEvaluationId: Optional[ResourceEvaluationId]
-    EvaluationMode: Optional[EvaluationMode]
-    EvaluationStatus: Optional[EvaluationStatus]
-    EvaluationStartTimestamp: Optional[Date]
-    Compliance: Optional[ComplianceType]
-    EvaluationContext: Optional[EvaluationContext]
-    ResourceDetails: Optional[ResourceDetails]
+    ResourceEvaluationId: ResourceEvaluationId | None
+    EvaluationMode: EvaluationMode | None
+    EvaluationStatus: EvaluationStatus | None
+    EvaluationStartTimestamp: Date | None
+    Compliance: ComplianceType | None
+    EvaluationContext: EvaluationContext | None
+    ResourceDetails: ResourceDetails | None
 
 
 class GetStoredQueryRequest(ServiceRequest):
@@ -2720,222 +2718,222 @@ class GetStoredQueryRequest(ServiceRequest):
 
 
 class StoredQuery(TypedDict, total=False):
-    QueryId: Optional[QueryId]
-    QueryArn: Optional[QueryArn]
+    QueryId: QueryId | None
+    QueryArn: QueryArn | None
     QueryName: QueryName
-    Description: Optional[QueryDescription]
-    Expression: Optional[QueryExpression]
+    Description: QueryDescription | None
+    Expression: QueryExpression | None
 
 
 class GetStoredQueryResponse(TypedDict, total=False):
-    StoredQuery: Optional[StoredQuery]
+    StoredQuery: StoredQuery | None
 
 
 class ResourceFilters(TypedDict, total=False):
-    AccountId: Optional[AccountId]
-    ResourceId: Optional[ResourceId]
-    ResourceName: Optional[ResourceName]
-    Region: Optional[AwsRegion]
+    AccountId: AccountId | None
+    ResourceId: ResourceId | None
+    ResourceName: ResourceName | None
+    Region: AwsRegion | None
 
 
 class ListAggregateDiscoveredResourcesRequest(ServiceRequest):
     ConfigurationAggregatorName: ConfigurationAggregatorName
     ResourceType: ResourceType
-    Filters: Optional[ResourceFilters]
-    Limit: Optional[Limit]
-    NextToken: Optional[NextToken]
+    Filters: ResourceFilters | None
+    Limit: Limit | None
+    NextToken: NextToken | None
 
 
 class ListAggregateDiscoveredResourcesResponse(TypedDict, total=False):
-    ResourceIdentifiers: Optional[DiscoveredResourceIdentifierList]
-    NextToken: Optional[NextToken]
+    ResourceIdentifiers: DiscoveredResourceIdentifierList | None
+    NextToken: NextToken | None
 
 
 class ListConfigurationRecordersRequest(ServiceRequest):
-    Filters: Optional[ConfigurationRecorderFilterList]
-    MaxResults: Optional[MaxResults]
-    NextToken: Optional[NextToken]
+    Filters: ConfigurationRecorderFilterList | None
+    MaxResults: MaxResults | None
+    NextToken: NextToken | None
 
 
 class ListConfigurationRecordersResponse(TypedDict, total=False):
     ConfigurationRecorderSummaries: ConfigurationRecorderSummaries
-    NextToken: Optional[NextToken]
+    NextToken: NextToken | None
 
 
 class ListConformancePackComplianceScoresRequest(ServiceRequest):
-    Filters: Optional[ConformancePackComplianceScoresFilters]
-    SortOrder: Optional[SortOrder]
-    SortBy: Optional[SortBy]
-    Limit: Optional[PageSizeLimit]
-    NextToken: Optional[NextToken]
+    Filters: ConformancePackComplianceScoresFilters | None
+    SortOrder: SortOrder | None
+    SortBy: SortBy | None
+    Limit: PageSizeLimit | None
+    NextToken: NextToken | None
 
 
 class ListConformancePackComplianceScoresResponse(TypedDict, total=False):
-    NextToken: Optional[NextToken]
+    NextToken: NextToken | None
     ConformancePackComplianceScores: ConformancePackComplianceScores
 
 
-ResourceIdList = List[ResourceId]
+ResourceIdList = list[ResourceId]
 
 
 class ListDiscoveredResourcesRequest(ServiceRequest):
     resourceType: ResourceType
-    resourceIds: Optional[ResourceIdList]
-    resourceName: Optional[ResourceName]
-    limit: Optional[Limit]
-    includeDeletedResources: Optional[Boolean]
-    nextToken: Optional[NextToken]
+    resourceIds: ResourceIdList | None
+    resourceName: ResourceName | None
+    limit: Limit | None
+    includeDeletedResources: Boolean | None
+    nextToken: NextToken | None
 
 
 ResourceDeletionTime = datetime
 
 
 class ResourceIdentifier(TypedDict, total=False):
-    resourceType: Optional[ResourceType]
-    resourceId: Optional[ResourceId]
-    resourceName: Optional[ResourceName]
-    resourceDeletionTime: Optional[ResourceDeletionTime]
+    resourceType: ResourceType | None
+    resourceId: ResourceId | None
+    resourceName: ResourceName | None
+    resourceDeletionTime: ResourceDeletionTime | None
 
 
-ResourceIdentifierList = List[ResourceIdentifier]
+ResourceIdentifierList = list[ResourceIdentifier]
 
 
 class ListDiscoveredResourcesResponse(TypedDict, total=False):
-    resourceIdentifiers: Optional[ResourceIdentifierList]
-    nextToken: Optional[NextToken]
+    resourceIdentifiers: ResourceIdentifierList | None
+    nextToken: NextToken | None
 
 
 class TimeWindow(TypedDict, total=False):
-    StartTime: Optional[Date]
-    EndTime: Optional[Date]
+    StartTime: Date | None
+    EndTime: Date | None
 
 
 class ResourceEvaluationFilters(TypedDict, total=False):
-    EvaluationMode: Optional[EvaluationMode]
-    TimeWindow: Optional[TimeWindow]
-    EvaluationContextIdentifier: Optional[EvaluationContextIdentifier]
+    EvaluationMode: EvaluationMode | None
+    TimeWindow: TimeWindow | None
+    EvaluationContextIdentifier: EvaluationContextIdentifier | None
 
 
 class ListResourceEvaluationsRequest(ServiceRequest):
-    Filters: Optional[ResourceEvaluationFilters]
-    Limit: Optional[ListResourceEvaluationsPageItemLimit]
-    NextToken: Optional[String]
+    Filters: ResourceEvaluationFilters | None
+    Limit: ListResourceEvaluationsPageItemLimit | None
+    NextToken: String | None
 
 
 class ResourceEvaluation(TypedDict, total=False):
-    ResourceEvaluationId: Optional[ResourceEvaluationId]
-    EvaluationMode: Optional[EvaluationMode]
-    EvaluationStartTimestamp: Optional[Date]
+    ResourceEvaluationId: ResourceEvaluationId | None
+    EvaluationMode: EvaluationMode | None
+    EvaluationStartTimestamp: Date | None
 
 
-ResourceEvaluations = List[ResourceEvaluation]
+ResourceEvaluations = list[ResourceEvaluation]
 
 
 class ListResourceEvaluationsResponse(TypedDict, total=False):
-    ResourceEvaluations: Optional[ResourceEvaluations]
-    NextToken: Optional[String]
+    ResourceEvaluations: ResourceEvaluations | None
+    NextToken: String | None
 
 
 class ListStoredQueriesRequest(ServiceRequest):
-    NextToken: Optional[String]
-    MaxResults: Optional[Limit]
+    NextToken: String | None
+    MaxResults: Limit | None
 
 
 class StoredQueryMetadata(TypedDict, total=False):
     QueryId: QueryId
     QueryArn: QueryArn
     QueryName: QueryName
-    Description: Optional[QueryDescription]
+    Description: QueryDescription | None
 
 
-StoredQueryMetadataList = List[StoredQueryMetadata]
+StoredQueryMetadataList = list[StoredQueryMetadata]
 
 
 class ListStoredQueriesResponse(TypedDict, total=False):
-    StoredQueryMetadata: Optional[StoredQueryMetadataList]
-    NextToken: Optional[String]
+    StoredQueryMetadata: StoredQueryMetadataList | None
+    NextToken: String | None
 
 
 class ListTagsForResourceRequest(ServiceRequest):
     ResourceArn: AmazonResourceName
-    Limit: Optional[Limit]
-    NextToken: Optional[NextToken]
+    Limit: Limit | None
+    NextToken: NextToken | None
 
 
 class Tag(TypedDict, total=False):
-    Key: Optional[TagKey]
-    Value: Optional[TagValue]
+    Key: TagKey | None
+    Value: TagValue | None
 
 
-TagList = List[Tag]
+TagList = list[Tag]
 
 
 class ListTagsForResourceResponse(TypedDict, total=False):
-    Tags: Optional[TagList]
-    NextToken: Optional[NextToken]
+    Tags: TagList | None
+    NextToken: NextToken | None
 
 
 class OrganizationCustomPolicyRuleMetadata(TypedDict, total=False):
-    Description: Optional[StringWithCharLimit256Min0]
-    OrganizationConfigRuleTriggerTypes: Optional[OrganizationConfigRuleTriggerTypeNoSNs]
-    InputParameters: Optional[StringWithCharLimit2048]
-    MaximumExecutionFrequency: Optional[MaximumExecutionFrequency]
-    ResourceTypesScope: Optional[ResourceTypesScope]
-    ResourceIdScope: Optional[StringWithCharLimit768]
-    TagKeyScope: Optional[StringWithCharLimit128]
-    TagValueScope: Optional[StringWithCharLimit256]
+    Description: StringWithCharLimit256Min0 | None
+    OrganizationConfigRuleTriggerTypes: OrganizationConfigRuleTriggerTypeNoSNs | None
+    InputParameters: StringWithCharLimit2048 | None
+    MaximumExecutionFrequency: MaximumExecutionFrequency | None
+    ResourceTypesScope: ResourceTypesScope | None
+    ResourceIdScope: StringWithCharLimit768 | None
+    TagKeyScope: StringWithCharLimit128 | None
+    TagValueScope: StringWithCharLimit256 | None
     PolicyRuntime: PolicyRuntime
     PolicyText: PolicyText
-    DebugLogDeliveryAccounts: Optional[DebugLogDeliveryAccounts]
+    DebugLogDeliveryAccounts: DebugLogDeliveryAccounts | None
 
 
-TagsList = List[Tag]
+TagsList = list[Tag]
 
 
 class PutAggregationAuthorizationRequest(ServiceRequest):
     AuthorizedAccountId: AccountId
     AuthorizedAwsRegion: AwsRegion
-    Tags: Optional[TagsList]
+    Tags: TagsList | None
 
 
 class PutAggregationAuthorizationResponse(TypedDict, total=False):
-    AggregationAuthorization: Optional[AggregationAuthorization]
+    AggregationAuthorization: AggregationAuthorization | None
 
 
 class PutConfigRuleRequest(ServiceRequest):
     ConfigRule: ConfigRule
-    Tags: Optional[TagsList]
+    Tags: TagsList | None
 
 
 class PutConfigurationAggregatorRequest(ServiceRequest):
     ConfigurationAggregatorName: ConfigurationAggregatorName
-    AccountAggregationSources: Optional[AccountAggregationSourceList]
-    OrganizationAggregationSource: Optional[OrganizationAggregationSource]
-    Tags: Optional[TagsList]
-    AggregatorFilters: Optional[AggregatorFilters]
+    AccountAggregationSources: AccountAggregationSourceList | None
+    OrganizationAggregationSource: OrganizationAggregationSource | None
+    Tags: TagsList | None
+    AggregatorFilters: AggregatorFilters | None
 
 
 class PutConfigurationAggregatorResponse(TypedDict, total=False):
-    ConfigurationAggregator: Optional[ConfigurationAggregator]
+    ConfigurationAggregator: ConfigurationAggregator | None
 
 
 class PutConfigurationRecorderRequest(ServiceRequest):
     ConfigurationRecorder: ConfigurationRecorder
-    Tags: Optional[TagsList]
+    Tags: TagsList | None
 
 
 class PutConformancePackRequest(ServiceRequest):
     ConformancePackName: ConformancePackName
-    TemplateS3Uri: Optional[TemplateS3Uri]
-    TemplateBody: Optional[TemplateBody]
-    DeliveryS3Bucket: Optional[DeliveryS3Bucket]
-    DeliveryS3KeyPrefix: Optional[DeliveryS3KeyPrefix]
-    ConformancePackInputParameters: Optional[ConformancePackInputParameters]
-    TemplateSSMDocumentDetails: Optional[TemplateSSMDocumentDetails]
+    TemplateS3Uri: TemplateS3Uri | None
+    TemplateBody: TemplateBody | None
+    DeliveryS3Bucket: DeliveryS3Bucket | None
+    DeliveryS3KeyPrefix: DeliveryS3KeyPrefix | None
+    ConformancePackInputParameters: ConformancePackInputParameters | None
+    TemplateSSMDocumentDetails: TemplateSSMDocumentDetails | None
 
 
 class PutConformancePackResponse(TypedDict, total=False):
-    ConformancePackArn: Optional[ConformancePackArn]
+    ConformancePackArn: ConformancePackArn | None
 
 
 class PutDeliveryChannelRequest(ServiceRequest):
@@ -2943,13 +2941,13 @@ class PutDeliveryChannelRequest(ServiceRequest):
 
 
 class PutEvaluationsRequest(ServiceRequest):
-    Evaluations: Optional[Evaluations]
+    Evaluations: Evaluations | None
     ResultToken: String
-    TestMode: Optional[Boolean]
+    TestMode: Boolean | None
 
 
 class PutEvaluationsResponse(TypedDict, total=False):
-    FailedEvaluations: Optional[Evaluations]
+    FailedEvaluations: Evaluations | None
 
 
 class PutExternalEvaluationRequest(ServiceRequest):
@@ -2963,28 +2961,28 @@ class PutExternalEvaluationResponse(TypedDict, total=False):
 
 class PutOrganizationConfigRuleRequest(ServiceRequest):
     OrganizationConfigRuleName: OrganizationConfigRuleName
-    OrganizationManagedRuleMetadata: Optional[OrganizationManagedRuleMetadata]
-    OrganizationCustomRuleMetadata: Optional[OrganizationCustomRuleMetadata]
-    ExcludedAccounts: Optional[ExcludedAccounts]
-    OrganizationCustomPolicyRuleMetadata: Optional[OrganizationCustomPolicyRuleMetadata]
+    OrganizationManagedRuleMetadata: OrganizationManagedRuleMetadata | None
+    OrganizationCustomRuleMetadata: OrganizationCustomRuleMetadata | None
+    ExcludedAccounts: ExcludedAccounts | None
+    OrganizationCustomPolicyRuleMetadata: OrganizationCustomPolicyRuleMetadata | None
 
 
 class PutOrganizationConfigRuleResponse(TypedDict, total=False):
-    OrganizationConfigRuleArn: Optional[StringWithCharLimit256]
+    OrganizationConfigRuleArn: StringWithCharLimit256 | None
 
 
 class PutOrganizationConformancePackRequest(ServiceRequest):
     OrganizationConformancePackName: OrganizationConformancePackName
-    TemplateS3Uri: Optional[TemplateS3Uri]
-    TemplateBody: Optional[TemplateBody]
-    DeliveryS3Bucket: Optional[DeliveryS3Bucket]
-    DeliveryS3KeyPrefix: Optional[DeliveryS3KeyPrefix]
-    ConformancePackInputParameters: Optional[ConformancePackInputParameters]
-    ExcludedAccounts: Optional[ExcludedAccounts]
+    TemplateS3Uri: TemplateS3Uri | None
+    TemplateBody: TemplateBody | None
+    DeliveryS3Bucket: DeliveryS3Bucket | None
+    DeliveryS3KeyPrefix: DeliveryS3KeyPrefix | None
+    ConformancePackInputParameters: ConformancePackInputParameters | None
+    ExcludedAccounts: ExcludedAccounts | None
 
 
 class PutOrganizationConformancePackResponse(TypedDict, total=False):
-    OrganizationConformancePackArn: Optional[StringWithCharLimit256]
+    OrganizationConformancePackArn: StringWithCharLimit256 | None
 
 
 class PutRemediationConfigurationsRequest(ServiceRequest):
@@ -2992,27 +2990,27 @@ class PutRemediationConfigurationsRequest(ServiceRequest):
 
 
 class PutRemediationConfigurationsResponse(TypedDict, total=False):
-    FailedBatches: Optional[FailedRemediationBatches]
+    FailedBatches: FailedRemediationBatches | None
 
 
 class PutRemediationExceptionsRequest(ServiceRequest):
     ConfigRuleName: ConfigRuleName
     ResourceKeys: RemediationExceptionResourceKeys
-    Message: Optional[StringWithCharLimit1024]
-    ExpirationTime: Optional[Date]
+    Message: StringWithCharLimit1024 | None
+    ExpirationTime: Date | None
 
 
 class PutRemediationExceptionsResponse(TypedDict, total=False):
-    FailedBatches: Optional[FailedRemediationExceptionBatches]
+    FailedBatches: FailedRemediationExceptionBatches | None
 
 
 class PutResourceConfigRequest(ServiceRequest):
     ResourceType: ResourceTypeString
     SchemaVersionId: SchemaVersionId
     ResourceId: ResourceId
-    ResourceName: Optional[ResourceName]
+    ResourceName: ResourceName | None
     Configuration: Configuration
-    Tags: Optional[Tags]
+    Tags: Tags | None
 
 
 class PutRetentionConfigurationRequest(ServiceRequest):
@@ -3020,64 +3018,64 @@ class PutRetentionConfigurationRequest(ServiceRequest):
 
 
 class PutRetentionConfigurationResponse(TypedDict, total=False):
-    RetentionConfiguration: Optional[RetentionConfiguration]
+    RetentionConfiguration: RetentionConfiguration | None
 
 
 class PutServiceLinkedConfigurationRecorderRequest(ServiceRequest):
     ServicePrincipal: ServicePrincipal
-    Tags: Optional[TagsList]
+    Tags: TagsList | None
 
 
 class PutServiceLinkedConfigurationRecorderResponse(TypedDict, total=False):
-    Arn: Optional[AmazonResourceName]
-    Name: Optional[RecorderName]
+    Arn: AmazonResourceName | None
+    Name: RecorderName | None
 
 
 class PutStoredQueryRequest(ServiceRequest):
     StoredQuery: StoredQuery
-    Tags: Optional[TagsList]
+    Tags: TagsList | None
 
 
 class PutStoredQueryResponse(TypedDict, total=False):
-    QueryArn: Optional[QueryArn]
+    QueryArn: QueryArn | None
 
 
 class QueryInfo(TypedDict, total=False):
-    SelectFields: Optional[FieldInfoList]
+    SelectFields: FieldInfoList | None
 
 
-ReevaluateConfigRuleNames = List[ConfigRuleName]
-Results = List[String]
+ReevaluateConfigRuleNames = list[ConfigRuleName]
+Results = list[String]
 
 
 class SelectAggregateResourceConfigRequest(ServiceRequest):
     Expression: Expression
     ConfigurationAggregatorName: ConfigurationAggregatorName
-    Limit: Optional[Limit]
-    MaxResults: Optional[Limit]
-    NextToken: Optional[NextToken]
+    Limit: Limit | None
+    MaxResults: Limit | None
+    NextToken: NextToken | None
 
 
 class SelectAggregateResourceConfigResponse(TypedDict, total=False):
-    Results: Optional[Results]
-    QueryInfo: Optional[QueryInfo]
-    NextToken: Optional[NextToken]
+    Results: Results | None
+    QueryInfo: QueryInfo | None
+    NextToken: NextToken | None
 
 
 class SelectResourceConfigRequest(ServiceRequest):
     Expression: Expression
-    Limit: Optional[Limit]
-    NextToken: Optional[NextToken]
+    Limit: Limit | None
+    NextToken: NextToken | None
 
 
 class SelectResourceConfigResponse(TypedDict, total=False):
-    Results: Optional[Results]
-    QueryInfo: Optional[QueryInfo]
-    NextToken: Optional[NextToken]
+    Results: Results | None
+    QueryInfo: QueryInfo | None
+    NextToken: NextToken | None
 
 
 class StartConfigRulesEvaluationRequest(ServiceRequest):
-    ConfigRuleNames: Optional[ReevaluateConfigRuleNames]
+    ConfigRuleNames: ReevaluateConfigRuleNames | None
 
 
 class StartConfigRulesEvaluationResponse(TypedDict, total=False):
@@ -3094,27 +3092,27 @@ class StartRemediationExecutionRequest(ServiceRequest):
 
 
 class StartRemediationExecutionResponse(TypedDict, total=False):
-    FailureMessage: Optional[String]
-    FailedItems: Optional[ResourceKeys]
+    FailureMessage: String | None
+    FailedItems: ResourceKeys | None
 
 
 class StartResourceEvaluationRequest(ServiceRequest):
     ResourceDetails: ResourceDetails
-    EvaluationContext: Optional[EvaluationContext]
+    EvaluationContext: EvaluationContext | None
     EvaluationMode: EvaluationMode
-    EvaluationTimeout: Optional[EvaluationTimeout]
-    ClientToken: Optional[ClientToken]
+    EvaluationTimeout: EvaluationTimeout | None
+    ClientToken: ClientToken | None
 
 
 class StartResourceEvaluationResponse(TypedDict, total=False):
-    ResourceEvaluationId: Optional[ResourceEvaluationId]
+    ResourceEvaluationId: ResourceEvaluationId | None
 
 
 class StopConfigurationRecorderRequest(ServiceRequest):
     ConfigurationRecorderName: RecorderName
 
 
-TagKeyList = List[TagKey]
+TagKeyList = list[TagKey]
 
 
 class TagResourceRequest(ServiceRequest):
@@ -3128,8 +3126,8 @@ class UntagResourceRequest(ServiceRequest):
 
 
 class ConfigApi:
-    service = "config"
-    version = "2014-11-12"
+    service: str = "config"
+    version: str = "2014-11-12"
 
     @handler("AssociateResourceTypes")
     def associate_resource_types(
diff --git a/localstack-core/localstack/aws/api/dynamodb/__init__.py b/localstack-core/localstack/aws/api/dynamodb/__init__.py
index bc0d95548fc9f..adc5ade51e141 100644
--- a/localstack-core/localstack/aws/api/dynamodb/__init__.py
+++ b/localstack-core/localstack/aws/api/dynamodb/__init__.py
@@ -1,6 +1,6 @@
 from datetime import datetime
 from enum import StrEnum
-from typing import Dict, List, Optional, TypedDict
+from typing import TypedDict
 
 from localstack.aws.api import RequestContext, ServiceException, ServiceRequest, handler
 
@@ -387,32 +387,32 @@ class BackupNotFoundException(ServiceException):
 
 
 class AttributeValue(TypedDict, total=False):
-    S: Optional["StringAttributeValue"]
-    N: Optional["NumberAttributeValue"]
-    B: Optional["BinaryAttributeValue"]
-    SS: Optional["StringSetAttributeValue"]
-    NS: Optional["NumberSetAttributeValue"]
-    BS: Optional["BinarySetAttributeValue"]
-    M: Optional["MapAttributeValue"]
-    L: Optional["ListAttributeValue"]
-    NULL: Optional["NullAttributeValue"]
-    BOOL: Optional["BooleanAttributeValue"]
-
-
-ListAttributeValue = List[AttributeValue]
-MapAttributeValue = Dict[AttributeName, AttributeValue]
+    S: "StringAttributeValue | None"
+    N: "NumberAttributeValue | None"
+    B: "BinaryAttributeValue | None"
+    SS: "StringSetAttributeValue | None"
+    NS: "NumberSetAttributeValue | None"
+    BS: "BinarySetAttributeValue | None"
+    M: "MapAttributeValue | None"
+    L: "ListAttributeValue | None"
+    NULL: "NullAttributeValue | None"
+    BOOL: "BooleanAttributeValue | None"
+
+
+ListAttributeValue = list[AttributeValue]
+MapAttributeValue = dict[AttributeName, AttributeValue]
 BinaryAttributeValue = bytes
-BinarySetAttributeValue = List[BinaryAttributeValue]
-NumberSetAttributeValue = List[NumberAttributeValue]
-StringSetAttributeValue = List[StringAttributeValue]
-AttributeMap = Dict[AttributeName, AttributeValue]
+BinarySetAttributeValue = list[BinaryAttributeValue]
+NumberSetAttributeValue = list[NumberAttributeValue]
+StringSetAttributeValue = list[StringAttributeValue]
+AttributeMap = dict[AttributeName, AttributeValue]
 
 
 class ConditionalCheckFailedException(ServiceException):
     code: str = "ConditionalCheckFailedException"
     sender_fault: bool = False
     status_code: int = 400
-    Item: Optional[AttributeMap]
+    Item: AttributeMap | None
 
 
 class ContinuousBackupsUnavailableException(ServiceException):
@@ -518,18 +518,18 @@ class PolicyNotFoundException(ServiceException):
 
 
 class ThrottlingReason(TypedDict, total=False):
-    reason: Optional[Reason]
-    resource: Optional[Resource]
+    reason: Reason | None
+    resource: Resource | None
 
 
-ThrottlingReasonList = List[ThrottlingReason]
+ThrottlingReasonList = list[ThrottlingReason]
 
 
 class ProvisionedThroughputExceededException(ServiceException):
     code: str = "ProvisionedThroughputExceededException"
     sender_fault: bool = False
     status_code: int = 400
-    ThrottlingReasons: Optional[ThrottlingReasonList]
+    ThrottlingReasons: ThrottlingReasonList | None
 
 
 class ReplicaAlreadyExistsException(ServiceException):
@@ -554,7 +554,7 @@ class RequestLimitExceeded(ServiceException):
     code: str = "RequestLimitExceeded"
     sender_fault: bool = False
     status_code: int = 400
-    ThrottlingReasons: Optional[ThrottlingReasonList]
+    ThrottlingReasons: ThrottlingReasonList | None
 
 
 class ResourceInUseException(ServiceException):
@@ -591,23 +591,23 @@ class ThrottlingException(ServiceException):
     code: str = "ThrottlingException"
     sender_fault: bool = False
     status_code: int = 400
-    throttlingReasons: Optional[ThrottlingReasonList]
+    throttlingReasons: ThrottlingReasonList | None
 
 
 class CancellationReason(TypedDict, total=False):
-    Item: Optional[AttributeMap]
-    Code: Optional[Code]
-    Message: Optional[ErrorMessage]
+    Item: AttributeMap | None
+    Code: Code | None
+    Message: ErrorMessage | None
 
 
-CancellationReasonList = List[CancellationReason]
+CancellationReasonList = list[CancellationReason]
 
 
 class TransactionCanceledException(ServiceException):
     code: str = "TransactionCanceledException"
     sender_fault: bool = False
     status_code: int = 400
-    CancellationReasons: Optional[CancellationReasonList]
+    CancellationReasons: CancellationReasonList | None
 
 
 class TransactionConflictException(ServiceException):
@@ -626,9 +626,9 @@ class TransactionInProgressException(ServiceException):
 
 
 class ArchivalSummary(TypedDict, total=False):
-    ArchivalDateTime: Optional[Date]
-    ArchivalReason: Optional[ArchivalReason]
-    ArchivalBackupArn: Optional[BackupArn]
+    ArchivalDateTime: Date | None
+    ArchivalReason: ArchivalReason | None
+    ArchivalBackupArn: BackupArn | None
 
 
 class AttributeDefinition(TypedDict, total=False):
@@ -636,45 +636,45 @@ class AttributeDefinition(TypedDict, total=False):
     AttributeType: ScalarAttributeType
 
 
-AttributeDefinitions = List[AttributeDefinition]
-AttributeNameList = List[AttributeName]
+AttributeDefinitions = list[AttributeDefinition]
+AttributeNameList = list[AttributeName]
 
 
 class AttributeValueUpdate(TypedDict, total=False):
-    Value: Optional[AttributeValue]
-    Action: Optional[AttributeAction]
+    Value: AttributeValue | None
+    Action: AttributeAction | None
 
 
-AttributeUpdates = Dict[AttributeName, AttributeValueUpdate]
-AttributeValueList = List[AttributeValue]
+AttributeUpdates = dict[AttributeName, AttributeValueUpdate]
+AttributeValueList = list[AttributeValue]
 
 
 class AutoScalingTargetTrackingScalingPolicyConfigurationDescription(TypedDict, total=False):
-    DisableScaleIn: Optional[BooleanObject]
-    ScaleInCooldown: Optional[IntegerObject]
-    ScaleOutCooldown: Optional[IntegerObject]
+    DisableScaleIn: BooleanObject | None
+    ScaleInCooldown: IntegerObject | None
+    ScaleOutCooldown: IntegerObject | None
     TargetValue: DoubleObject
 
 
 class AutoScalingPolicyDescription(TypedDict, total=False):
-    PolicyName: Optional[AutoScalingPolicyName]
-    TargetTrackingScalingPolicyConfiguration: Optional[
-        AutoScalingTargetTrackingScalingPolicyConfigurationDescription
-    ]
+    PolicyName: AutoScalingPolicyName | None
+    TargetTrackingScalingPolicyConfiguration: (
+        AutoScalingTargetTrackingScalingPolicyConfigurationDescription | None
+    )
 
 
-AutoScalingPolicyDescriptionList = List[AutoScalingPolicyDescription]
+AutoScalingPolicyDescriptionList = list[AutoScalingPolicyDescription]
 
 
 class AutoScalingTargetTrackingScalingPolicyConfigurationUpdate(TypedDict, total=False):
-    DisableScaleIn: Optional[BooleanObject]
-    ScaleInCooldown: Optional[IntegerObject]
-    ScaleOutCooldown: Optional[IntegerObject]
+    DisableScaleIn: BooleanObject | None
+    ScaleInCooldown: IntegerObject | None
+    ScaleOutCooldown: IntegerObject | None
     TargetValue: DoubleObject
 
 
 class AutoScalingPolicyUpdate(TypedDict, total=False):
-    PolicyName: Optional[AutoScalingPolicyName]
+    PolicyName: AutoScalingPolicyName | None
     TargetTrackingScalingPolicyConfiguration: (
         AutoScalingTargetTrackingScalingPolicyConfigurationUpdate
     )
@@ -684,47 +684,47 @@ class AutoScalingPolicyUpdate(TypedDict, total=False):
 
 
 class AutoScalingSettingsDescription(TypedDict, total=False):
-    MinimumUnits: Optional[PositiveLongObject]
-    MaximumUnits: Optional[PositiveLongObject]
-    AutoScalingDisabled: Optional[BooleanObject]
-    AutoScalingRoleArn: Optional[String]
-    ScalingPolicies: Optional[AutoScalingPolicyDescriptionList]
+    MinimumUnits: PositiveLongObject | None
+    MaximumUnits: PositiveLongObject | None
+    AutoScalingDisabled: BooleanObject | None
+    AutoScalingRoleArn: String | None
+    ScalingPolicies: AutoScalingPolicyDescriptionList | None
 
 
 class AutoScalingSettingsUpdate(TypedDict, total=False):
-    MinimumUnits: Optional[PositiveLongObject]
-    MaximumUnits: Optional[PositiveLongObject]
-    AutoScalingDisabled: Optional[BooleanObject]
-    AutoScalingRoleArn: Optional[AutoScalingRoleArn]
-    ScalingPolicyUpdate: Optional[AutoScalingPolicyUpdate]
+    MinimumUnits: PositiveLongObject | None
+    MaximumUnits: PositiveLongObject | None
+    AutoScalingDisabled: BooleanObject | None
+    AutoScalingRoleArn: AutoScalingRoleArn | None
+    ScalingPolicyUpdate: AutoScalingPolicyUpdate | None
 
 
 BackupCreationDateTime = datetime
 
 
 class SSEDescription(TypedDict, total=False):
-    Status: Optional[SSEStatus]
-    SSEType: Optional[SSEType]
-    KMSMasterKeyArn: Optional[KMSMasterKeyArn]
-    InaccessibleEncryptionDateTime: Optional[Date]
+    Status: SSEStatus | None
+    SSEType: SSEType | None
+    KMSMasterKeyArn: KMSMasterKeyArn | None
+    InaccessibleEncryptionDateTime: Date | None
 
 
 class TimeToLiveDescription(TypedDict, total=False):
-    TimeToLiveStatus: Optional[TimeToLiveStatus]
-    AttributeName: Optional[TimeToLiveAttributeName]
+    TimeToLiveStatus: TimeToLiveStatus | None
+    AttributeName: TimeToLiveAttributeName | None
 
 
 class StreamSpecification(TypedDict, total=False):
     StreamEnabled: StreamEnabled
-    StreamViewType: Optional[StreamViewType]
+    StreamViewType: StreamViewType | None
 
 
 LongObject = int
 
 
 class OnDemandThroughput(TypedDict, total=False):
-    MaxReadRequestUnits: Optional[LongObject]
-    MaxWriteRequestUnits: Optional[LongObject]
+    MaxReadRequestUnits: LongObject | None
+    MaxWriteRequestUnits: LongObject | None
 
 
 class ProvisionedThroughput(TypedDict, total=False):
@@ -732,12 +732,12 @@ class ProvisionedThroughput(TypedDict, total=False):
     WriteCapacityUnits: PositiveLongObject
 
 
-NonKeyAttributeNameList = List[NonKeyAttributeName]
+NonKeyAttributeNameList = list[NonKeyAttributeName]
 
 
 class Projection(TypedDict, total=False):
-    ProjectionType: Optional[ProjectionType]
-    NonKeyAttributes: Optional[NonKeyAttributeNameList]
+    ProjectionType: ProjectionType | None
+    NonKeyAttributes: NonKeyAttributeNameList | None
 
 
 class KeySchemaElement(TypedDict, total=False):
@@ -745,35 +745,35 @@ class KeySchemaElement(TypedDict, total=False):
     KeyType: KeyType
 
 
-KeySchema = List[KeySchemaElement]
+KeySchema = list[KeySchemaElement]
 
 
 class GlobalSecondaryIndexInfo(TypedDict, total=False):
-    IndexName: Optional[IndexName]
-    KeySchema: Optional[KeySchema]
-    Projection: Optional[Projection]
-    ProvisionedThroughput: Optional[ProvisionedThroughput]
-    OnDemandThroughput: Optional[OnDemandThroughput]
+    IndexName: IndexName | None
+    KeySchema: KeySchema | None
+    Projection: Projection | None
+    ProvisionedThroughput: ProvisionedThroughput | None
+    OnDemandThroughput: OnDemandThroughput | None
 
 
-GlobalSecondaryIndexes = List[GlobalSecondaryIndexInfo]
+GlobalSecondaryIndexes = list[GlobalSecondaryIndexInfo]
 
 
 class LocalSecondaryIndexInfo(TypedDict, total=False):
-    IndexName: Optional[IndexName]
-    KeySchema: Optional[KeySchema]
-    Projection: Optional[Projection]
+    IndexName: IndexName | None
+    KeySchema: KeySchema | None
+    Projection: Projection | None
 
 
-LocalSecondaryIndexes = List[LocalSecondaryIndexInfo]
+LocalSecondaryIndexes = list[LocalSecondaryIndexInfo]
 
 
 class SourceTableFeatureDetails(TypedDict, total=False):
-    LocalSecondaryIndexes: Optional[LocalSecondaryIndexes]
-    GlobalSecondaryIndexes: Optional[GlobalSecondaryIndexes]
-    StreamDescription: Optional[StreamSpecification]
-    TimeToLiveDescription: Optional[TimeToLiveDescription]
-    SSEDescription: Optional[SSEDescription]
+    LocalSecondaryIndexes: LocalSecondaryIndexes | None
+    GlobalSecondaryIndexes: GlobalSecondaryIndexes | None
+    StreamDescription: StreamSpecification | None
+    TimeToLiveDescription: TimeToLiveDescription | None
+    SSEDescription: SSEDescription | None
 
 
 ItemCount = int
@@ -783,14 +783,14 @@ class SourceTableFeatureDetails(TypedDict, total=False):
 class SourceTableDetails(TypedDict, total=False):
     TableName: TableName
     TableId: TableId
-    TableArn: Optional[TableArn]
-    TableSizeBytes: Optional[LongObject]
+    TableArn: TableArn | None
+    TableSizeBytes: LongObject | None
     KeySchema: KeySchema
     TableCreationDateTime: TableCreationDateTime
     ProvisionedThroughput: ProvisionedThroughput
-    OnDemandThroughput: Optional[OnDemandThroughput]
-    ItemCount: Optional[ItemCount]
-    BillingMode: Optional[BillingMode]
+    OnDemandThroughput: OnDemandThroughput | None
+    ItemCount: ItemCount | None
+    BillingMode: BillingMode | None
 
 
 BackupSizeBytes = int
@@ -799,129 +799,129 @@ class SourceTableDetails(TypedDict, total=False):
 class BackupDetails(TypedDict, total=False):
     BackupArn: BackupArn
     BackupName: BackupName
-    BackupSizeBytes: Optional[BackupSizeBytes]
+    BackupSizeBytes: BackupSizeBytes | None
     BackupStatus: BackupStatus
     BackupType: BackupType
     BackupCreationDateTime: BackupCreationDateTime
-    BackupExpiryDateTime: Optional[Date]
+    BackupExpiryDateTime: Date | None
 
 
 class BackupDescription(TypedDict, total=False):
-    BackupDetails: Optional[BackupDetails]
-    SourceTableDetails: Optional[SourceTableDetails]
-    SourceTableFeatureDetails: Optional[SourceTableFeatureDetails]
+    BackupDetails: BackupDetails | None
+    SourceTableDetails: SourceTableDetails | None
+    SourceTableFeatureDetails: SourceTableFeatureDetails | None
 
 
 class BackupSummary(TypedDict, total=False):
-    TableName: Optional[TableName]
-    TableId: Optional[TableId]
-    TableArn: Optional[TableArn]
-    BackupArn: Optional[BackupArn]
-    BackupName: Optional[BackupName]
-    BackupCreationDateTime: Optional[BackupCreationDateTime]
-    BackupExpiryDateTime: Optional[Date]
-    BackupStatus: Optional[BackupStatus]
-    BackupType: Optional[BackupType]
-    BackupSizeBytes: Optional[BackupSizeBytes]
+    TableName: TableName | None
+    TableId: TableId | None
+    TableArn: TableArn | None
+    BackupArn: BackupArn | None
+    BackupName: BackupName | None
+    BackupCreationDateTime: BackupCreationDateTime | None
+    BackupExpiryDateTime: Date | None
+    BackupStatus: BackupStatus | None
+    BackupType: BackupType | None
+    BackupSizeBytes: BackupSizeBytes | None
 
 
-BackupSummaries = List[BackupSummary]
-PreparedStatementParameters = List[AttributeValue]
+BackupSummaries = list[BackupSummary]
+PreparedStatementParameters = list[AttributeValue]
 
 
 class BatchStatementRequest(TypedDict, total=False):
     Statement: PartiQLStatement
-    Parameters: Optional[PreparedStatementParameters]
-    ConsistentRead: Optional[ConsistentRead]
-    ReturnValuesOnConditionCheckFailure: Optional[ReturnValuesOnConditionCheckFailure]
+    Parameters: PreparedStatementParameters | None
+    ConsistentRead: ConsistentRead | None
+    ReturnValuesOnConditionCheckFailure: ReturnValuesOnConditionCheckFailure | None
 
 
-PartiQLBatchRequest = List[BatchStatementRequest]
+PartiQLBatchRequest = list[BatchStatementRequest]
 
 
 class BatchExecuteStatementInput(ServiceRequest):
     Statements: PartiQLBatchRequest
-    ReturnConsumedCapacity: Optional[ReturnConsumedCapacity]
+    ReturnConsumedCapacity: ReturnConsumedCapacity | None
 
 
 class Capacity(TypedDict, total=False):
-    ReadCapacityUnits: Optional[ConsumedCapacityUnits]
-    WriteCapacityUnits: Optional[ConsumedCapacityUnits]
-    CapacityUnits: Optional[ConsumedCapacityUnits]
+    ReadCapacityUnits: ConsumedCapacityUnits | None
+    WriteCapacityUnits: ConsumedCapacityUnits | None
+    CapacityUnits: ConsumedCapacityUnits | None
 
 
-SecondaryIndexesCapacityMap = Dict[IndexName, Capacity]
+SecondaryIndexesCapacityMap = dict[IndexName, Capacity]
 
 
 class ConsumedCapacity(TypedDict, total=False):
-    TableName: Optional[TableArn]
-    CapacityUnits: Optional[ConsumedCapacityUnits]
-    ReadCapacityUnits: Optional[ConsumedCapacityUnits]
-    WriteCapacityUnits: Optional[ConsumedCapacityUnits]
-    Table: Optional[Capacity]
-    LocalSecondaryIndexes: Optional[SecondaryIndexesCapacityMap]
-    GlobalSecondaryIndexes: Optional[SecondaryIndexesCapacityMap]
+    TableName: TableArn | None
+    CapacityUnits: ConsumedCapacityUnits | None
+    ReadCapacityUnits: ConsumedCapacityUnits | None
+    WriteCapacityUnits: ConsumedCapacityUnits | None
+    Table: Capacity | None
+    LocalSecondaryIndexes: SecondaryIndexesCapacityMap | None
+    GlobalSecondaryIndexes: SecondaryIndexesCapacityMap | None
 
 
-ConsumedCapacityMultiple = List[ConsumedCapacity]
+ConsumedCapacityMultiple = list[ConsumedCapacity]
 
 
 class BatchStatementError(TypedDict, total=False):
-    Code: Optional[BatchStatementErrorCodeEnum]
-    Message: Optional[String]
-    Item: Optional[AttributeMap]
+    Code: BatchStatementErrorCodeEnum | None
+    Message: String | None
+    Item: AttributeMap | None
 
 
 class BatchStatementResponse(TypedDict, total=False):
-    Error: Optional[BatchStatementError]
-    TableName: Optional[TableName]
-    Item: Optional[AttributeMap]
+    Error: BatchStatementError | None
+    TableName: TableName | None
+    Item: AttributeMap | None
 
 
-PartiQLBatchResponse = List[BatchStatementResponse]
+PartiQLBatchResponse = list[BatchStatementResponse]
 
 
 class BatchExecuteStatementOutput(TypedDict, total=False):
-    Responses: Optional[PartiQLBatchResponse]
-    ConsumedCapacity: Optional[ConsumedCapacityMultiple]
+    Responses: PartiQLBatchResponse | None
+    ConsumedCapacity: ConsumedCapacityMultiple | None
 
 
-ExpressionAttributeNameMap = Dict[ExpressionAttributeNameVariable, AttributeName]
-Key = Dict[AttributeName, AttributeValue]
-KeyList = List[Key]
+ExpressionAttributeNameMap = dict[ExpressionAttributeNameVariable, AttributeName]
+Key = dict[AttributeName, AttributeValue]
+KeyList = list[Key]
 
 
 class KeysAndAttributes(TypedDict, total=False):
     Keys: KeyList
-    AttributesToGet: Optional[AttributeNameList]
-    ConsistentRead: Optional[ConsistentRead]
-    ProjectionExpression: Optional[ProjectionExpression]
-    ExpressionAttributeNames: Optional[ExpressionAttributeNameMap]
+    AttributesToGet: AttributeNameList | None
+    ConsistentRead: ConsistentRead | None
+    ProjectionExpression: ProjectionExpression | None
+    ExpressionAttributeNames: ExpressionAttributeNameMap | None
 
 
-BatchGetRequestMap = Dict[TableArn, KeysAndAttributes]
+BatchGetRequestMap = dict[TableArn, KeysAndAttributes]
 
 
 class BatchGetItemInput(ServiceRequest):
     RequestItems: BatchGetRequestMap
-    ReturnConsumedCapacity: Optional[ReturnConsumedCapacity]
+    ReturnConsumedCapacity: ReturnConsumedCapacity | None
 
 
-ItemList = List[AttributeMap]
-BatchGetResponseMap = Dict[TableArn, ItemList]
+ItemList = list[AttributeMap]
+BatchGetResponseMap = dict[TableArn, ItemList]
 
 
 class BatchGetItemOutput(TypedDict, total=False):
-    Responses: Optional[BatchGetResponseMap]
-    UnprocessedKeys: Optional[BatchGetRequestMap]
-    ConsumedCapacity: Optional[ConsumedCapacityMultiple]
+    Responses: BatchGetResponseMap | None
+    UnprocessedKeys: BatchGetRequestMap | None
+    ConsumedCapacity: ConsumedCapacityMultiple | None
 
 
 class DeleteRequest(TypedDict, total=False):
     Key: Key
 
 
-PutItemInputAttributeMap = Dict[AttributeName, AttributeValue]
+PutItemInputAttributeMap = dict[AttributeName, AttributeValue]
 
 
 class PutRequest(TypedDict, total=False):
@@ -929,87 +929,87 @@ class PutRequest(TypedDict, total=False):
 
 
 class WriteRequest(TypedDict, total=False):
-    PutRequest: Optional[PutRequest]
-    DeleteRequest: Optional[DeleteRequest]
+    PutRequest: PutRequest | None
+    DeleteRequest: DeleteRequest | None
 
 
-WriteRequests = List[WriteRequest]
-BatchWriteItemRequestMap = Dict[TableArn, WriteRequests]
+WriteRequests = list[WriteRequest]
+BatchWriteItemRequestMap = dict[TableArn, WriteRequests]
 
 
 class BatchWriteItemInput(ServiceRequest):
     RequestItems: BatchWriteItemRequestMap
-    ReturnConsumedCapacity: Optional[ReturnConsumedCapacity]
-    ReturnItemCollectionMetrics: Optional[ReturnItemCollectionMetrics]
+    ReturnConsumedCapacity: ReturnConsumedCapacity | None
+    ReturnItemCollectionMetrics: ReturnItemCollectionMetrics | None
 
 
-ItemCollectionSizeEstimateRange = List[ItemCollectionSizeEstimateBound]
-ItemCollectionKeyAttributeMap = Dict[AttributeName, AttributeValue]
+ItemCollectionSizeEstimateRange = list[ItemCollectionSizeEstimateBound]
+ItemCollectionKeyAttributeMap = dict[AttributeName, AttributeValue]
 
 
 class ItemCollectionMetrics(TypedDict, total=False):
-    ItemCollectionKey: Optional[ItemCollectionKeyAttributeMap]
-    SizeEstimateRangeGB: Optional[ItemCollectionSizeEstimateRange]
+    ItemCollectionKey: ItemCollectionKeyAttributeMap | None
+    SizeEstimateRangeGB: ItemCollectionSizeEstimateRange | None
 
 
-ItemCollectionMetricsMultiple = List[ItemCollectionMetrics]
-ItemCollectionMetricsPerTable = Dict[TableArn, ItemCollectionMetricsMultiple]
+ItemCollectionMetricsMultiple = list[ItemCollectionMetrics]
+ItemCollectionMetricsPerTable = dict[TableArn, ItemCollectionMetricsMultiple]
 
 
 class BatchWriteItemOutput(TypedDict, total=False):
-    UnprocessedItems: Optional[BatchWriteItemRequestMap]
-    ItemCollectionMetrics: Optional[ItemCollectionMetricsPerTable]
-    ConsumedCapacity: Optional[ConsumedCapacityMultiple]
+    UnprocessedItems: BatchWriteItemRequestMap | None
+    ItemCollectionMetrics: ItemCollectionMetricsPerTable | None
+    ConsumedCapacity: ConsumedCapacityMultiple | None
 
 
 BilledSizeBytes = int
 
 
 class BillingModeSummary(TypedDict, total=False):
-    BillingMode: Optional[BillingMode]
-    LastUpdateToPayPerRequestDateTime: Optional[Date]
+    BillingMode: BillingMode | None
+    LastUpdateToPayPerRequestDateTime: Date | None
 
 
 class Condition(TypedDict, total=False):
-    AttributeValueList: Optional[AttributeValueList]
+    AttributeValueList: AttributeValueList | None
     ComparisonOperator: ComparisonOperator
 
 
-ExpressionAttributeValueMap = Dict[ExpressionAttributeValueVariable, AttributeValue]
+ExpressionAttributeValueMap = dict[ExpressionAttributeValueVariable, AttributeValue]
 
 
 class ConditionCheck(TypedDict, total=False):
     Key: Key
     TableName: TableArn
     ConditionExpression: ConditionExpression
-    ExpressionAttributeNames: Optional[ExpressionAttributeNameMap]
-    ExpressionAttributeValues: Optional[ExpressionAttributeValueMap]
-    ReturnValuesOnConditionCheckFailure: Optional[ReturnValuesOnConditionCheckFailure]
+    ExpressionAttributeNames: ExpressionAttributeNameMap | None
+    ExpressionAttributeValues: ExpressionAttributeValueMap | None
+    ReturnValuesOnConditionCheckFailure: ReturnValuesOnConditionCheckFailure | None
 
 
 class PointInTimeRecoveryDescription(TypedDict, total=False):
-    PointInTimeRecoveryStatus: Optional[PointInTimeRecoveryStatus]
-    RecoveryPeriodInDays: Optional[RecoveryPeriodInDays]
-    EarliestRestorableDateTime: Optional[Date]
-    LatestRestorableDateTime: Optional[Date]
+    PointInTimeRecoveryStatus: PointInTimeRecoveryStatus | None
+    RecoveryPeriodInDays: RecoveryPeriodInDays | None
+    EarliestRestorableDateTime: Date | None
+    LatestRestorableDateTime: Date | None
 
 
 class ContinuousBackupsDescription(TypedDict, total=False):
     ContinuousBackupsStatus: ContinuousBackupsStatus
-    PointInTimeRecoveryDescription: Optional[PointInTimeRecoveryDescription]
+    PointInTimeRecoveryDescription: PointInTimeRecoveryDescription | None
 
 
-ContributorInsightsRuleList = List[ContributorInsightsRule]
+ContributorInsightsRuleList = list[ContributorInsightsRule]
 
 
 class ContributorInsightsSummary(TypedDict, total=False):
-    TableName: Optional[TableName]
-    IndexName: Optional[IndexName]
-    ContributorInsightsStatus: Optional[ContributorInsightsStatus]
-    ContributorInsightsMode: Optional[ContributorInsightsMode]
+    TableName: TableName | None
+    IndexName: IndexName | None
+    ContributorInsightsStatus: ContributorInsightsStatus | None
+    ContributorInsightsMode: ContributorInsightsMode | None
 
 
-ContributorInsightsSummaries = List[ContributorInsightsSummary]
+ContributorInsightsSummaries = list[ContributorInsightsSummary]
 
 
 class CreateBackupInput(ServiceRequest):
@@ -1018,28 +1018,28 @@ class CreateBackupInput(ServiceRequest):
 
 
 class CreateBackupOutput(TypedDict, total=False):
-    BackupDetails: Optional[BackupDetails]
+    BackupDetails: BackupDetails | None
 
 
 class WarmThroughput(TypedDict, total=False):
-    ReadUnitsPerSecond: Optional[LongObject]
-    WriteUnitsPerSecond: Optional[LongObject]
+    ReadUnitsPerSecond: LongObject | None
+    WriteUnitsPerSecond: LongObject | None
 
 
 class CreateGlobalSecondaryIndexAction(TypedDict, total=False):
     IndexName: IndexName
     KeySchema: KeySchema
     Projection: Projection
-    ProvisionedThroughput: Optional[ProvisionedThroughput]
-    OnDemandThroughput: Optional[OnDemandThroughput]
-    WarmThroughput: Optional[WarmThroughput]
+    ProvisionedThroughput: ProvisionedThroughput | None
+    OnDemandThroughput: OnDemandThroughput | None
+    WarmThroughput: WarmThroughput | None
 
 
 class Replica(TypedDict, total=False):
-    RegionName: Optional[RegionName]
+    RegionName: RegionName | None
 
 
-ReplicaList = List[Replica]
+ReplicaList = list[Replica]
 
 
 class CreateGlobalTableInput(ServiceRequest):
@@ -1048,67 +1048,67 @@ class CreateGlobalTableInput(ServiceRequest):
 
 
 class TableClassSummary(TypedDict, total=False):
-    TableClass: Optional[TableClass]
-    LastUpdateDateTime: Optional[Date]
+    TableClass: TableClass | None
+    LastUpdateDateTime: Date | None
 
 
 class GlobalSecondaryIndexWarmThroughputDescription(TypedDict, total=False):
-    ReadUnitsPerSecond: Optional[PositiveLongObject]
-    WriteUnitsPerSecond: Optional[PositiveLongObject]
-    Status: Optional[IndexStatus]
+    ReadUnitsPerSecond: PositiveLongObject | None
+    WriteUnitsPerSecond: PositiveLongObject | None
+    Status: IndexStatus | None
 
 
 class OnDemandThroughputOverride(TypedDict, total=False):
-    MaxReadRequestUnits: Optional[LongObject]
+    MaxReadRequestUnits: LongObject | None
 
 
 class ProvisionedThroughputOverride(TypedDict, total=False):
-    ReadCapacityUnits: Optional[PositiveLongObject]
+    ReadCapacityUnits: PositiveLongObject | None
 
 
 class ReplicaGlobalSecondaryIndexDescription(TypedDict, total=False):
-    IndexName: Optional[IndexName]
-    ProvisionedThroughputOverride: Optional[ProvisionedThroughputOverride]
-    OnDemandThroughputOverride: Optional[OnDemandThroughputOverride]
-    WarmThroughput: Optional[GlobalSecondaryIndexWarmThroughputDescription]
+    IndexName: IndexName | None
+    ProvisionedThroughputOverride: ProvisionedThroughputOverride | None
+    OnDemandThroughputOverride: OnDemandThroughputOverride | None
+    WarmThroughput: GlobalSecondaryIndexWarmThroughputDescription | None
 
 
-ReplicaGlobalSecondaryIndexDescriptionList = List[ReplicaGlobalSecondaryIndexDescription]
+ReplicaGlobalSecondaryIndexDescriptionList = list[ReplicaGlobalSecondaryIndexDescription]
 
 
 class TableWarmThroughputDescription(TypedDict, total=False):
-    ReadUnitsPerSecond: Optional[PositiveLongObject]
-    WriteUnitsPerSecond: Optional[PositiveLongObject]
-    Status: Optional[TableStatus]
+    ReadUnitsPerSecond: PositiveLongObject | None
+    WriteUnitsPerSecond: PositiveLongObject | None
+    Status: TableStatus | None
 
 
 class ReplicaDescription(TypedDict, total=False):
-    RegionName: Optional[RegionName]
-    ReplicaStatus: Optional[ReplicaStatus]
-    ReplicaStatusDescription: Optional[ReplicaStatusDescription]
-    ReplicaStatusPercentProgress: Optional[ReplicaStatusPercentProgress]
-    KMSMasterKeyId: Optional[KMSMasterKeyId]
-    ProvisionedThroughputOverride: Optional[ProvisionedThroughputOverride]
-    OnDemandThroughputOverride: Optional[OnDemandThroughputOverride]
-    WarmThroughput: Optional[TableWarmThroughputDescription]
-    GlobalSecondaryIndexes: Optional[ReplicaGlobalSecondaryIndexDescriptionList]
-    ReplicaInaccessibleDateTime: Optional[Date]
-    ReplicaTableClassSummary: Optional[TableClassSummary]
+    RegionName: RegionName | None
+    ReplicaStatus: ReplicaStatus | None
+    ReplicaStatusDescription: ReplicaStatusDescription | None
+    ReplicaStatusPercentProgress: ReplicaStatusPercentProgress | None
+    KMSMasterKeyId: KMSMasterKeyId | None
+    ProvisionedThroughputOverride: ProvisionedThroughputOverride | None
+    OnDemandThroughputOverride: OnDemandThroughputOverride | None
+    WarmThroughput: TableWarmThroughputDescription | None
+    GlobalSecondaryIndexes: ReplicaGlobalSecondaryIndexDescriptionList | None
+    ReplicaInaccessibleDateTime: Date | None
+    ReplicaTableClassSummary: TableClassSummary | None
 
 
-ReplicaDescriptionList = List[ReplicaDescription]
+ReplicaDescriptionList = list[ReplicaDescription]
 
 
 class GlobalTableDescription(TypedDict, total=False):
-    ReplicationGroup: Optional[ReplicaDescriptionList]
-    GlobalTableArn: Optional[GlobalTableArnString]
-    CreationDateTime: Optional[Date]
-    GlobalTableStatus: Optional[GlobalTableStatus]
-    GlobalTableName: Optional[TableName]
+    ReplicationGroup: ReplicaDescriptionList | None
+    GlobalTableArn: GlobalTableArnString | None
+    CreationDateTime: Date | None
+    GlobalTableStatus: GlobalTableStatus | None
+    GlobalTableName: TableName | None
 
 
 class CreateGlobalTableOutput(TypedDict, total=False):
-    GlobalTableDescription: Optional[GlobalTableDescription]
+    GlobalTableDescription: GlobalTableDescription | None
 
 
 class CreateGlobalTableWitnessGroupMemberAction(TypedDict, total=False):
@@ -1121,20 +1121,20 @@ class CreateReplicaAction(TypedDict, total=False):
 
 class ReplicaGlobalSecondaryIndex(TypedDict, total=False):
     IndexName: IndexName
-    ProvisionedThroughputOverride: Optional[ProvisionedThroughputOverride]
-    OnDemandThroughputOverride: Optional[OnDemandThroughputOverride]
+    ProvisionedThroughputOverride: ProvisionedThroughputOverride | None
+    OnDemandThroughputOverride: OnDemandThroughputOverride | None
 
 
-ReplicaGlobalSecondaryIndexList = List[ReplicaGlobalSecondaryIndex]
+ReplicaGlobalSecondaryIndexList = list[ReplicaGlobalSecondaryIndex]
 
 
 class CreateReplicationGroupMemberAction(TypedDict, total=False):
     RegionName: RegionName
-    KMSMasterKeyId: Optional[KMSMasterKeyId]
-    ProvisionedThroughputOverride: Optional[ProvisionedThroughputOverride]
-    OnDemandThroughputOverride: Optional[OnDemandThroughputOverride]
-    GlobalSecondaryIndexes: Optional[ReplicaGlobalSecondaryIndexList]
-    TableClassOverride: Optional[TableClass]
+    KMSMasterKeyId: KMSMasterKeyId | None
+    ProvisionedThroughputOverride: ProvisionedThroughputOverride | None
+    OnDemandThroughputOverride: OnDemandThroughputOverride | None
+    GlobalSecondaryIndexes: ReplicaGlobalSecondaryIndexList | None
+    TableClassOverride: TableClass | None
 
 
 class Tag(TypedDict, total=False):
@@ -1142,25 +1142,25 @@ class Tag(TypedDict, total=False):
     Value: TagValueString
 
 
-TagList = List[Tag]
+TagList = list[Tag]
 
 
 class SSESpecification(TypedDict, total=False):
-    Enabled: Optional[SSEEnabled]
-    SSEType: Optional[SSEType]
-    KMSMasterKeyId: Optional[KMSMasterKeyId]
+    Enabled: SSEEnabled | None
+    SSEType: SSEType | None
+    KMSMasterKeyId: KMSMasterKeyId | None
 
 
 class GlobalSecondaryIndex(TypedDict, total=False):
     IndexName: IndexName
     KeySchema: KeySchema
     Projection: Projection
-    ProvisionedThroughput: Optional[ProvisionedThroughput]
-    OnDemandThroughput: Optional[OnDemandThroughput]
-    WarmThroughput: Optional[WarmThroughput]
+    ProvisionedThroughput: ProvisionedThroughput | None
+    OnDemandThroughput: OnDemandThroughput | None
+    WarmThroughput: WarmThroughput | None
 
 
-GlobalSecondaryIndexList = List[GlobalSecondaryIndex]
+GlobalSecondaryIndexList = list[GlobalSecondaryIndex]
 
 
 class LocalSecondaryIndex(TypedDict, total=False):
@@ -1169,129 +1169,129 @@ class LocalSecondaryIndex(TypedDict, total=False):
     Projection: Projection
 
 
-LocalSecondaryIndexList = List[LocalSecondaryIndex]
+LocalSecondaryIndexList = list[LocalSecondaryIndex]
 
 
 class CreateTableInput(ServiceRequest):
     AttributeDefinitions: AttributeDefinitions
     TableName: TableArn
     KeySchema: KeySchema
-    LocalSecondaryIndexes: Optional[LocalSecondaryIndexList]
-    GlobalSecondaryIndexes: Optional[GlobalSecondaryIndexList]
-    BillingMode: Optional[BillingMode]
-    ProvisionedThroughput: Optional[ProvisionedThroughput]
-    StreamSpecification: Optional[StreamSpecification]
-    SSESpecification: Optional[SSESpecification]
-    Tags: Optional[TagList]
-    TableClass: Optional[TableClass]
-    DeletionProtectionEnabled: Optional[DeletionProtectionEnabled]
-    WarmThroughput: Optional[WarmThroughput]
-    ResourcePolicy: Optional[ResourcePolicy]
-    OnDemandThroughput: Optional[OnDemandThroughput]
+    LocalSecondaryIndexes: LocalSecondaryIndexList | None
+    GlobalSecondaryIndexes: GlobalSecondaryIndexList | None
+    BillingMode: BillingMode | None
+    ProvisionedThroughput: ProvisionedThroughput | None
+    StreamSpecification: StreamSpecification | None
+    SSESpecification: SSESpecification | None
+    Tags: TagList | None
+    TableClass: TableClass | None
+    DeletionProtectionEnabled: DeletionProtectionEnabled | None
+    WarmThroughput: WarmThroughput | None
+    ResourcePolicy: ResourcePolicy | None
+    OnDemandThroughput: OnDemandThroughput | None
 
 
 class RestoreSummary(TypedDict, total=False):
-    SourceBackupArn: Optional[BackupArn]
-    SourceTableArn: Optional[TableArn]
+    SourceBackupArn: BackupArn | None
+    SourceTableArn: TableArn | None
     RestoreDateTime: Date
     RestoreInProgress: RestoreInProgress
 
 
 class GlobalTableWitnessDescription(TypedDict, total=False):
-    RegionName: Optional[RegionName]
-    WitnessStatus: Optional[WitnessStatus]
+    RegionName: RegionName | None
+    WitnessStatus: WitnessStatus | None
 
 
-GlobalTableWitnessDescriptionList = List[GlobalTableWitnessDescription]
+GlobalTableWitnessDescriptionList = list[GlobalTableWitnessDescription]
 NonNegativeLongObject = int
 
 
 class ProvisionedThroughputDescription(TypedDict, total=False):
-    LastIncreaseDateTime: Optional[Date]
-    LastDecreaseDateTime: Optional[Date]
-    NumberOfDecreasesToday: Optional[PositiveLongObject]
-    ReadCapacityUnits: Optional[NonNegativeLongObject]
-    WriteCapacityUnits: Optional[NonNegativeLongObject]
+    LastIncreaseDateTime: Date | None
+    LastDecreaseDateTime: Date | None
+    NumberOfDecreasesToday: PositiveLongObject | None
+    ReadCapacityUnits: NonNegativeLongObject | None
+    WriteCapacityUnits: NonNegativeLongObject | None
 
 
 class GlobalSecondaryIndexDescription(TypedDict, total=False):
-    IndexName: Optional[IndexName]
-    KeySchema: Optional[KeySchema]
-    Projection: Optional[Projection]
-    IndexStatus: Optional[IndexStatus]
-    Backfilling: Optional[Backfilling]
-    ProvisionedThroughput: Optional[ProvisionedThroughputDescription]
-    IndexSizeBytes: Optional[LongObject]
-    ItemCount: Optional[LongObject]
-    IndexArn: Optional[String]
-    OnDemandThroughput: Optional[OnDemandThroughput]
-    WarmThroughput: Optional[GlobalSecondaryIndexWarmThroughputDescription]
+    IndexName: IndexName | None
+    KeySchema: KeySchema | None
+    Projection: Projection | None
+    IndexStatus: IndexStatus | None
+    Backfilling: Backfilling | None
+    ProvisionedThroughput: ProvisionedThroughputDescription | None
+    IndexSizeBytes: LongObject | None
+    ItemCount: LongObject | None
+    IndexArn: String | None
+    OnDemandThroughput: OnDemandThroughput | None
+    WarmThroughput: GlobalSecondaryIndexWarmThroughputDescription | None
 
 
-GlobalSecondaryIndexDescriptionList = List[GlobalSecondaryIndexDescription]
+GlobalSecondaryIndexDescriptionList = list[GlobalSecondaryIndexDescription]
 
 
 class LocalSecondaryIndexDescription(TypedDict, total=False):
-    IndexName: Optional[IndexName]
-    KeySchema: Optional[KeySchema]
-    Projection: Optional[Projection]
-    IndexSizeBytes: Optional[LongObject]
-    ItemCount: Optional[LongObject]
-    IndexArn: Optional[String]
+    IndexName: IndexName | None
+    KeySchema: KeySchema | None
+    Projection: Projection | None
+    IndexSizeBytes: LongObject | None
+    ItemCount: LongObject | None
+    IndexArn: String | None
 
 
-LocalSecondaryIndexDescriptionList = List[LocalSecondaryIndexDescription]
+LocalSecondaryIndexDescriptionList = list[LocalSecondaryIndexDescription]
 
 
 class TableDescription(TypedDict, total=False):
-    AttributeDefinitions: Optional[AttributeDefinitions]
-    TableName: Optional[TableName]
-    KeySchema: Optional[KeySchema]
-    TableStatus: Optional[TableStatus]
-    CreationDateTime: Optional[Date]
-    ProvisionedThroughput: Optional[ProvisionedThroughputDescription]
-    TableSizeBytes: Optional[LongObject]
-    ItemCount: Optional[LongObject]
-    TableArn: Optional[String]
-    TableId: Optional[TableId]
-    BillingModeSummary: Optional[BillingModeSummary]
-    LocalSecondaryIndexes: Optional[LocalSecondaryIndexDescriptionList]
-    GlobalSecondaryIndexes: Optional[GlobalSecondaryIndexDescriptionList]
-    StreamSpecification: Optional[StreamSpecification]
-    LatestStreamLabel: Optional[String]
-    LatestStreamArn: Optional[StreamArn]
-    GlobalTableVersion: Optional[String]
-    Replicas: Optional[ReplicaDescriptionList]
-    GlobalTableWitnesses: Optional[GlobalTableWitnessDescriptionList]
-    RestoreSummary: Optional[RestoreSummary]
-    SSEDescription: Optional[SSEDescription]
-    ArchivalSummary: Optional[ArchivalSummary]
-    TableClassSummary: Optional[TableClassSummary]
-    DeletionProtectionEnabled: Optional[DeletionProtectionEnabled]
-    OnDemandThroughput: Optional[OnDemandThroughput]
-    WarmThroughput: Optional[TableWarmThroughputDescription]
-    MultiRegionConsistency: Optional[MultiRegionConsistency]
+    AttributeDefinitions: AttributeDefinitions | None
+    TableName: TableName | None
+    KeySchema: KeySchema | None
+    TableStatus: TableStatus | None
+    CreationDateTime: Date | None
+    ProvisionedThroughput: ProvisionedThroughputDescription | None
+    TableSizeBytes: LongObject | None
+    ItemCount: LongObject | None
+    TableArn: String | None
+    TableId: TableId | None
+    BillingModeSummary: BillingModeSummary | None
+    LocalSecondaryIndexes: LocalSecondaryIndexDescriptionList | None
+    GlobalSecondaryIndexes: GlobalSecondaryIndexDescriptionList | None
+    StreamSpecification: StreamSpecification | None
+    LatestStreamLabel: String | None
+    LatestStreamArn: StreamArn | None
+    GlobalTableVersion: String | None
+    Replicas: ReplicaDescriptionList | None
+    GlobalTableWitnesses: GlobalTableWitnessDescriptionList | None
+    RestoreSummary: RestoreSummary | None
+    SSEDescription: SSEDescription | None
+    ArchivalSummary: ArchivalSummary | None
+    TableClassSummary: TableClassSummary | None
+    DeletionProtectionEnabled: DeletionProtectionEnabled | None
+    OnDemandThroughput: OnDemandThroughput | None
+    WarmThroughput: TableWarmThroughputDescription | None
+    MultiRegionConsistency: MultiRegionConsistency | None
 
 
 class CreateTableOutput(TypedDict, total=False):
-    TableDescription: Optional[TableDescription]
+    TableDescription: TableDescription | None
 
 
-CsvHeaderList = List[CsvHeader]
+CsvHeaderList = list[CsvHeader]
 
 
 class CsvOptions(TypedDict, total=False):
-    Delimiter: Optional[CsvDelimiter]
-    HeaderList: Optional[CsvHeaderList]
+    Delimiter: CsvDelimiter | None
+    HeaderList: CsvHeaderList | None
 
 
 class Delete(TypedDict, total=False):
     Key: Key
     TableName: TableArn
-    ConditionExpression: Optional[ConditionExpression]
-    ExpressionAttributeNames: Optional[ExpressionAttributeNameMap]
-    ExpressionAttributeValues: Optional[ExpressionAttributeValueMap]
-    ReturnValuesOnConditionCheckFailure: Optional[ReturnValuesOnConditionCheckFailure]
+    ConditionExpression: ConditionExpression | None
+    ExpressionAttributeNames: ExpressionAttributeNameMap | None
+    ExpressionAttributeValues: ExpressionAttributeValueMap | None
+    ReturnValuesOnConditionCheckFailure: ReturnValuesOnConditionCheckFailure | None
 
 
 class DeleteBackupInput(ServiceRequest):
@@ -1299,7 +1299,7 @@ class DeleteBackupInput(ServiceRequest):
 
 
 class DeleteBackupOutput(TypedDict, total=False):
-    BackupDescription: Optional[BackupDescription]
+    BackupDescription: BackupDescription | None
 
 
 class DeleteGlobalSecondaryIndexAction(TypedDict, total=False):
@@ -1311,33 +1311,33 @@ class DeleteGlobalTableWitnessGroupMemberAction(TypedDict, total=False):
 
 
 class ExpectedAttributeValue(TypedDict, total=False):
-    Value: Optional[AttributeValue]
-    Exists: Optional[BooleanObject]
-    ComparisonOperator: Optional[ComparisonOperator]
-    AttributeValueList: Optional[AttributeValueList]
+    Value: AttributeValue | None
+    Exists: BooleanObject | None
+    ComparisonOperator: ComparisonOperator | None
+    AttributeValueList: AttributeValueList | None
 
 
-ExpectedAttributeMap = Dict[AttributeName, ExpectedAttributeValue]
+ExpectedAttributeMap = dict[AttributeName, ExpectedAttributeValue]
 
 
 class DeleteItemInput(ServiceRequest):
     TableName: TableArn
     Key: Key
-    Expected: Optional[ExpectedAttributeMap]
-    ConditionalOperator: Optional[ConditionalOperator]
-    ReturnValues: Optional[ReturnValue]
-    ReturnConsumedCapacity: Optional[ReturnConsumedCapacity]
-    ReturnItemCollectionMetrics: Optional[ReturnItemCollectionMetrics]
-    ConditionExpression: Optional[ConditionExpression]
-    ExpressionAttributeNames: Optional[ExpressionAttributeNameMap]
-    ExpressionAttributeValues: Optional[ExpressionAttributeValueMap]
-    ReturnValuesOnConditionCheckFailure: Optional[ReturnValuesOnConditionCheckFailure]
+    Expected: ExpectedAttributeMap | None
+    ConditionalOperator: ConditionalOperator | None
+    ReturnValues: ReturnValue | None
+    ReturnConsumedCapacity: ReturnConsumedCapacity | None
+    ReturnItemCollectionMetrics: ReturnItemCollectionMetrics | None
+    ConditionExpression: ConditionExpression | None
+    ExpressionAttributeNames: ExpressionAttributeNameMap | None
+    ExpressionAttributeValues: ExpressionAttributeValueMap | None
+    ReturnValuesOnConditionCheckFailure: ReturnValuesOnConditionCheckFailure | None
 
 
 class DeleteItemOutput(TypedDict, total=False):
-    Attributes: Optional[AttributeMap]
-    ConsumedCapacity: Optional[ConsumedCapacity]
-    ItemCollectionMetrics: Optional[ItemCollectionMetrics]
+    Attributes: AttributeMap | None
+    ConsumedCapacity: ConsumedCapacity | None
+    ItemCollectionMetrics: ItemCollectionMetrics | None
 
 
 class DeleteReplicaAction(TypedDict, total=False):
@@ -1350,11 +1350,11 @@ class DeleteReplicationGroupMemberAction(TypedDict, total=False):
 
 class DeleteResourcePolicyInput(ServiceRequest):
     ResourceArn: ResourceArnString
-    ExpectedRevisionId: Optional[PolicyRevisionId]
+    ExpectedRevisionId: PolicyRevisionId | None
 
 
 class DeleteResourcePolicyOutput(TypedDict, total=False):
-    RevisionId: Optional[PolicyRevisionId]
+    RevisionId: PolicyRevisionId | None
 
 
 class DeleteTableInput(ServiceRequest):
@@ -1362,7 +1362,7 @@ class DeleteTableInput(ServiceRequest):
 
 
 class DeleteTableOutput(TypedDict, total=False):
-    TableDescription: Optional[TableDescription]
+    TableDescription: TableDescription | None
 
 
 class DescribeBackupInput(ServiceRequest):
@@ -1370,7 +1370,7 @@ class DescribeBackupInput(ServiceRequest):
 
 
 class DescribeBackupOutput(TypedDict, total=False):
-    BackupDescription: Optional[BackupDescription]
+    BackupDescription: BackupDescription | None
 
 
 class DescribeContinuousBackupsInput(ServiceRequest):
@@ -1378,30 +1378,30 @@ class DescribeContinuousBackupsInput(ServiceRequest):
 
 
 class DescribeContinuousBackupsOutput(TypedDict, total=False):
-    ContinuousBackupsDescription: Optional[ContinuousBackupsDescription]
+    ContinuousBackupsDescription: ContinuousBackupsDescription | None
 
 
 class DescribeContributorInsightsInput(ServiceRequest):
     TableName: TableArn
-    IndexName: Optional[IndexName]
+    IndexName: IndexName | None
 
 
 class FailureException(TypedDict, total=False):
-    ExceptionName: Optional[ExceptionName]
-    ExceptionDescription: Optional[ExceptionDescription]
+    ExceptionName: ExceptionName | None
+    ExceptionDescription: ExceptionDescription | None
 
 
 LastUpdateDateTime = datetime
 
 
 class DescribeContributorInsightsOutput(TypedDict, total=False):
-    TableName: Optional[TableName]
-    IndexName: Optional[IndexName]
-    ContributorInsightsRuleList: Optional[ContributorInsightsRuleList]
-    ContributorInsightsStatus: Optional[ContributorInsightsStatus]
-    LastUpdateDateTime: Optional[LastUpdateDateTime]
-    FailureException: Optional[FailureException]
-    ContributorInsightsMode: Optional[ContributorInsightsMode]
+    TableName: TableName | None
+    IndexName: IndexName | None
+    ContributorInsightsRuleList: ContributorInsightsRuleList | None
+    ContributorInsightsStatus: ContributorInsightsStatus | None
+    LastUpdateDateTime: LastUpdateDateTime | None
+    FailureException: FailureException | None
+    ContributorInsightsMode: ContributorInsightsMode | None
 
 
 class DescribeEndpointsRequest(ServiceRequest):
@@ -1416,7 +1416,7 @@ class Endpoint(TypedDict, total=False):
     CachePeriodInMinutes: Long
 
 
-Endpoints = List[Endpoint]
+Endpoints = list[Endpoint]
 
 
 class DescribeEndpointsResponse(TypedDict, total=False):
@@ -1432,9 +1432,9 @@ class DescribeExportInput(ServiceRequest):
 
 
 class IncrementalExportSpecification(TypedDict, total=False):
-    ExportFromTime: Optional[ExportFromTime]
-    ExportToTime: Optional[ExportToTime]
-    ExportViewType: Optional[ExportViewType]
+    ExportFromTime: ExportFromTime | None
+    ExportToTime: ExportToTime | None
+    ExportViewType: ExportViewType | None
 
 
 ExportTime = datetime
@@ -1443,31 +1443,31 @@ class IncrementalExportSpecification(TypedDict, total=False):
 
 
 class ExportDescription(TypedDict, total=False):
-    ExportArn: Optional[ExportArn]
-    ExportStatus: Optional[ExportStatus]
-    StartTime: Optional[ExportStartTime]
-    EndTime: Optional[ExportEndTime]
-    ExportManifest: Optional[ExportManifest]
-    TableArn: Optional[TableArn]
-    TableId: Optional[TableId]
-    ExportTime: Optional[ExportTime]
-    ClientToken: Optional[ClientToken]
-    S3Bucket: Optional[S3Bucket]
-    S3BucketOwner: Optional[S3BucketOwner]
-    S3Prefix: Optional[S3Prefix]
-    S3SseAlgorithm: Optional[S3SseAlgorithm]
-    S3SseKmsKeyId: Optional[S3SseKmsKeyId]
-    FailureCode: Optional[FailureCode]
-    FailureMessage: Optional[FailureMessage]
-    ExportFormat: Optional[ExportFormat]
-    BilledSizeBytes: Optional[BilledSizeBytes]
-    ItemCount: Optional[ItemCount]
-    ExportType: Optional[ExportType]
-    IncrementalExportSpecification: Optional[IncrementalExportSpecification]
+    ExportArn: ExportArn | None
+    ExportStatus: ExportStatus | None
+    StartTime: ExportStartTime | None
+    EndTime: ExportEndTime | None
+    ExportManifest: ExportManifest | None
+    TableArn: TableArn | None
+    TableId: TableId | None
+    ExportTime: ExportTime | None
+    ClientToken: ClientToken | None
+    S3Bucket: S3Bucket | None
+    S3BucketOwner: S3BucketOwner | None
+    S3Prefix: S3Prefix | None
+    S3SseAlgorithm: S3SseAlgorithm | None
+    S3SseKmsKeyId: S3SseKmsKeyId | None
+    FailureCode: FailureCode | None
+    FailureMessage: FailureMessage | None
+    ExportFormat: ExportFormat | None
+    BilledSizeBytes: BilledSizeBytes | None
+    ItemCount: ItemCount | None
+    ExportType: ExportType | None
+    IncrementalExportSpecification: IncrementalExportSpecification | None
 
 
 class DescribeExportOutput(TypedDict, total=False):
-    ExportDescription: Optional[ExportDescription]
+    ExportDescription: ExportDescription | None
 
 
 class DescribeGlobalTableInput(ServiceRequest):
@@ -1475,7 +1475,7 @@ class DescribeGlobalTableInput(ServiceRequest):
 
 
 class DescribeGlobalTableOutput(TypedDict, total=False):
-    GlobalTableDescription: Optional[GlobalTableDescription]
+    GlobalTableDescription: GlobalTableDescription | None
 
 
 class DescribeGlobalTableSettingsInput(ServiceRequest):
@@ -1484,38 +1484,36 @@ class DescribeGlobalTableSettingsInput(ServiceRequest):
 
 class ReplicaGlobalSecondaryIndexSettingsDescription(TypedDict, total=False):
     IndexName: IndexName
-    IndexStatus: Optional[IndexStatus]
-    ProvisionedReadCapacityUnits: Optional[PositiveLongObject]
-    ProvisionedReadCapacityAutoScalingSettings: Optional[AutoScalingSettingsDescription]
-    ProvisionedWriteCapacityUnits: Optional[PositiveLongObject]
-    ProvisionedWriteCapacityAutoScalingSettings: Optional[AutoScalingSettingsDescription]
+    IndexStatus: IndexStatus | None
+    ProvisionedReadCapacityUnits: PositiveLongObject | None
+    ProvisionedReadCapacityAutoScalingSettings: AutoScalingSettingsDescription | None
+    ProvisionedWriteCapacityUnits: PositiveLongObject | None
+    ProvisionedWriteCapacityAutoScalingSettings: AutoScalingSettingsDescription | None
 
 
-ReplicaGlobalSecondaryIndexSettingsDescriptionList = List[
+ReplicaGlobalSecondaryIndexSettingsDescriptionList = list[
     ReplicaGlobalSecondaryIndexSettingsDescription
 ]
 
 
 class ReplicaSettingsDescription(TypedDict, total=False):
     RegionName: RegionName
-    ReplicaStatus: Optional[ReplicaStatus]
-    ReplicaBillingModeSummary: Optional[BillingModeSummary]
-    ReplicaProvisionedReadCapacityUnits: Optional[NonNegativeLongObject]
-    ReplicaProvisionedReadCapacityAutoScalingSettings: Optional[AutoScalingSettingsDescription]
-    ReplicaProvisionedWriteCapacityUnits: Optional[NonNegativeLongObject]
-    ReplicaProvisionedWriteCapacityAutoScalingSettings: Optional[AutoScalingSettingsDescription]
-    ReplicaGlobalSecondaryIndexSettings: Optional[
-        ReplicaGlobalSecondaryIndexSettingsDescriptionList
-    ]
-    ReplicaTableClassSummary: Optional[TableClassSummary]
+    ReplicaStatus: ReplicaStatus | None
+    ReplicaBillingModeSummary: BillingModeSummary | None
+    ReplicaProvisionedReadCapacityUnits: NonNegativeLongObject | None
+    ReplicaProvisionedReadCapacityAutoScalingSettings: AutoScalingSettingsDescription | None
+    ReplicaProvisionedWriteCapacityUnits: NonNegativeLongObject | None
+    ReplicaProvisionedWriteCapacityAutoScalingSettings: AutoScalingSettingsDescription | None
+    ReplicaGlobalSecondaryIndexSettings: ReplicaGlobalSecondaryIndexSettingsDescriptionList | None
+    ReplicaTableClassSummary: TableClassSummary | None
 
 
-ReplicaSettingsDescriptionList = List[ReplicaSettingsDescription]
+ReplicaSettingsDescriptionList = list[ReplicaSettingsDescription]
 
 
 class DescribeGlobalTableSettingsOutput(TypedDict, total=False):
-    GlobalTableName: Optional[TableName]
-    ReplicaSettings: Optional[ReplicaSettingsDescriptionList]
+    GlobalTableName: TableName | None
+    ReplicaSettings: ReplicaSettingsDescriptionList | None
 
 
 class DescribeImportInput(ServiceRequest):
@@ -1532,46 +1530,46 @@ class TableCreationParameters(TypedDict, total=False):
     TableName: TableName
     AttributeDefinitions: AttributeDefinitions
     KeySchema: KeySchema
-    BillingMode: Optional[BillingMode]
-    ProvisionedThroughput: Optional[ProvisionedThroughput]
-    OnDemandThroughput: Optional[OnDemandThroughput]
-    SSESpecification: Optional[SSESpecification]
-    GlobalSecondaryIndexes: Optional[GlobalSecondaryIndexList]
+    BillingMode: BillingMode | None
+    ProvisionedThroughput: ProvisionedThroughput | None
+    OnDemandThroughput: OnDemandThroughput | None
+    SSESpecification: SSESpecification | None
+    GlobalSecondaryIndexes: GlobalSecondaryIndexList | None
 
 
 class InputFormatOptions(TypedDict, total=False):
-    Csv: Optional[CsvOptions]
+    Csv: CsvOptions | None
 
 
 ErrorCount = int
 
 
 class S3BucketSource(TypedDict, total=False):
-    S3BucketOwner: Optional[S3BucketOwner]
+    S3BucketOwner: S3BucketOwner | None
     S3Bucket: S3Bucket
-    S3KeyPrefix: Optional[S3Prefix]
+    S3KeyPrefix: S3Prefix | None
 
 
 class ImportTableDescription(TypedDict, total=False):
-    ImportArn: Optional[ImportArn]
-    ImportStatus: Optional[ImportStatus]
-    TableArn: Optional[TableArn]
-    TableId: Optional[TableId]
-    ClientToken: Optional[ClientToken]
-    S3BucketSource: Optional[S3BucketSource]
-    ErrorCount: Optional[ErrorCount]
-    CloudWatchLogGroupArn: Optional[CloudWatchLogGroupArn]
-    InputFormat: Optional[InputFormat]
-    InputFormatOptions: Optional[InputFormatOptions]
-    InputCompressionType: Optional[InputCompressionType]
-    TableCreationParameters: Optional[TableCreationParameters]
-    StartTime: Optional[ImportStartTime]
-    EndTime: Optional[ImportEndTime]
-    ProcessedSizeBytes: Optional[LongObject]
-    ProcessedItemCount: Optional[ProcessedItemCount]
-    ImportedItemCount: Optional[ImportedItemCount]
-    FailureCode: Optional[FailureCode]
-    FailureMessage: Optional[FailureMessage]
+    ImportArn: ImportArn | None
+    ImportStatus: ImportStatus | None
+    TableArn: TableArn | None
+    TableId: TableId | None
+    ClientToken: ClientToken | None
+    S3BucketSource: S3BucketSource | None
+    ErrorCount: ErrorCount | None
+    CloudWatchLogGroupArn: CloudWatchLogGroupArn | None
+    InputFormat: InputFormat | None
+    InputFormatOptions: InputFormatOptions | None
+    InputCompressionType: InputCompressionType | None
+    TableCreationParameters: TableCreationParameters | None
+    StartTime: ImportStartTime | None
+    EndTime: ImportEndTime | None
+    ProcessedSizeBytes: LongObject | None
+    ProcessedItemCount: ProcessedItemCount | None
+    ImportedItemCount: ImportedItemCount | None
+    FailureCode: FailureCode | None
+    FailureMessage: FailureMessage | None
 
 
 class DescribeImportOutput(TypedDict, total=False):
@@ -1583,18 +1581,18 @@ class DescribeKinesisStreamingDestinationInput(ServiceRequest):
 
 
 class KinesisDataStreamDestination(TypedDict, total=False):
-    StreamArn: Optional[StreamArn]
-    DestinationStatus: Optional[DestinationStatus]
-    DestinationStatusDescription: Optional[String]
-    ApproximateCreationDateTimePrecision: Optional[ApproximateCreationDateTimePrecision]
+    StreamArn: StreamArn | None
+    DestinationStatus: DestinationStatus | None
+    DestinationStatusDescription: String | None
+    ApproximateCreationDateTimePrecision: ApproximateCreationDateTimePrecision | None
 
 
-KinesisDataStreamDestinations = List[KinesisDataStreamDestination]
+KinesisDataStreamDestinations = list[KinesisDataStreamDestination]
 
 
 class DescribeKinesisStreamingDestinationOutput(TypedDict, total=False):
-    TableName: Optional[TableName]
-    KinesisDataStreamDestinations: Optional[KinesisDataStreamDestinations]
+    TableName: TableName | None
+    KinesisDataStreamDestinations: KinesisDataStreamDestinations | None
 
 
 class DescribeLimitsInput(ServiceRequest):
@@ -1602,10 +1600,10 @@ class DescribeLimitsInput(ServiceRequest):
 
 
 class DescribeLimitsOutput(TypedDict, total=False):
-    AccountMaxReadCapacityUnits: Optional[PositiveLongObject]
-    AccountMaxWriteCapacityUnits: Optional[PositiveLongObject]
-    TableMaxReadCapacityUnits: Optional[PositiveLongObject]
-    TableMaxWriteCapacityUnits: Optional[PositiveLongObject]
+    AccountMaxReadCapacityUnits: PositiveLongObject | None
+    AccountMaxWriteCapacityUnits: PositiveLongObject | None
+    TableMaxReadCapacityUnits: PositiveLongObject | None
+    TableMaxWriteCapacityUnits: PositiveLongObject | None
 
 
 class DescribeTableInput(ServiceRequest):
@@ -1613,7 +1611,7 @@ class DescribeTableInput(ServiceRequest):
 
 
 class DescribeTableOutput(TypedDict, total=False):
-    Table: Optional[TableDescription]
+    Table: TableDescription | None
 
 
 class DescribeTableReplicaAutoScalingInput(ServiceRequest):
@@ -1621,36 +1619,36 @@ class DescribeTableReplicaAutoScalingInput(ServiceRequest):
 
 
 class ReplicaGlobalSecondaryIndexAutoScalingDescription(TypedDict, total=False):
-    IndexName: Optional[IndexName]
-    IndexStatus: Optional[IndexStatus]
-    ProvisionedReadCapacityAutoScalingSettings: Optional[AutoScalingSettingsDescription]
-    ProvisionedWriteCapacityAutoScalingSettings: Optional[AutoScalingSettingsDescription]
+    IndexName: IndexName | None
+    IndexStatus: IndexStatus | None
+    ProvisionedReadCapacityAutoScalingSettings: AutoScalingSettingsDescription | None
+    ProvisionedWriteCapacityAutoScalingSettings: AutoScalingSettingsDescription | None
 
 
-ReplicaGlobalSecondaryIndexAutoScalingDescriptionList = List[
+ReplicaGlobalSecondaryIndexAutoScalingDescriptionList = list[
     ReplicaGlobalSecondaryIndexAutoScalingDescription
 ]
 
 
 class ReplicaAutoScalingDescription(TypedDict, total=False):
-    RegionName: Optional[RegionName]
-    GlobalSecondaryIndexes: Optional[ReplicaGlobalSecondaryIndexAutoScalingDescriptionList]
-    ReplicaProvisionedReadCapacityAutoScalingSettings: Optional[AutoScalingSettingsDescription]
-    ReplicaProvisionedWriteCapacityAutoScalingSettings: Optional[AutoScalingSettingsDescription]
-    ReplicaStatus: Optional[ReplicaStatus]
+    RegionName: RegionName | None
+    GlobalSecondaryIndexes: ReplicaGlobalSecondaryIndexAutoScalingDescriptionList | None
+    ReplicaProvisionedReadCapacityAutoScalingSettings: AutoScalingSettingsDescription | None
+    ReplicaProvisionedWriteCapacityAutoScalingSettings: AutoScalingSettingsDescription | None
+    ReplicaStatus: ReplicaStatus | None
 
 
-ReplicaAutoScalingDescriptionList = List[ReplicaAutoScalingDescription]
+ReplicaAutoScalingDescriptionList = list[ReplicaAutoScalingDescription]
 
 
 class TableAutoScalingDescription(TypedDict, total=False):
-    TableName: Optional[TableName]
-    TableStatus: Optional[TableStatus]
-    Replicas: Optional[ReplicaAutoScalingDescriptionList]
+    TableName: TableName | None
+    TableStatus: TableStatus | None
+    Replicas: ReplicaAutoScalingDescriptionList | None
 
 
 class DescribeTableReplicaAutoScalingOutput(TypedDict, total=False):
-    TableAutoScalingDescription: Optional[TableAutoScalingDescription]
+    TableAutoScalingDescription: TableAutoScalingDescription | None
 
 
 class DescribeTimeToLiveInput(ServiceRequest):
@@ -1658,107 +1656,107 @@ class DescribeTimeToLiveInput(ServiceRequest):
 
 
 class DescribeTimeToLiveOutput(TypedDict, total=False):
-    TimeToLiveDescription: Optional[TimeToLiveDescription]
+    TimeToLiveDescription: TimeToLiveDescription | None
 
 
 class EnableKinesisStreamingConfiguration(TypedDict, total=False):
-    ApproximateCreationDateTimePrecision: Optional[ApproximateCreationDateTimePrecision]
+    ApproximateCreationDateTimePrecision: ApproximateCreationDateTimePrecision | None
 
 
 class ExecuteStatementInput(ServiceRequest):
     Statement: PartiQLStatement
-    Parameters: Optional[PreparedStatementParameters]
-    ConsistentRead: Optional[ConsistentRead]
-    NextToken: Optional[PartiQLNextToken]
-    ReturnConsumedCapacity: Optional[ReturnConsumedCapacity]
-    Limit: Optional[PositiveIntegerObject]
-    ReturnValuesOnConditionCheckFailure: Optional[ReturnValuesOnConditionCheckFailure]
+    Parameters: PreparedStatementParameters | None
+    ConsistentRead: ConsistentRead | None
+    NextToken: PartiQLNextToken | None
+    ReturnConsumedCapacity: ReturnConsumedCapacity | None
+    Limit: PositiveIntegerObject | None
+    ReturnValuesOnConditionCheckFailure: ReturnValuesOnConditionCheckFailure | None
 
 
 class ExecuteStatementOutput(TypedDict, total=False):
-    Items: Optional[ItemList]
-    NextToken: Optional[PartiQLNextToken]
-    ConsumedCapacity: Optional[ConsumedCapacity]
-    LastEvaluatedKey: Optional[Key]
+    Items: ItemList | None
+    NextToken: PartiQLNextToken | None
+    ConsumedCapacity: ConsumedCapacity | None
+    LastEvaluatedKey: Key | None
 
 
 class ParameterizedStatement(TypedDict, total=False):
     Statement: PartiQLStatement
-    Parameters: Optional[PreparedStatementParameters]
-    ReturnValuesOnConditionCheckFailure: Optional[ReturnValuesOnConditionCheckFailure]
+    Parameters: PreparedStatementParameters | None
+    ReturnValuesOnConditionCheckFailure: ReturnValuesOnConditionCheckFailure | None
 
 
-ParameterizedStatements = List[ParameterizedStatement]
+ParameterizedStatements = list[ParameterizedStatement]
 
 
 class ExecuteTransactionInput(ServiceRequest):
     TransactStatements: ParameterizedStatements
-    ClientRequestToken: Optional[ClientRequestToken]
-    ReturnConsumedCapacity: Optional[ReturnConsumedCapacity]
+    ClientRequestToken: ClientRequestToken | None
+    ReturnConsumedCapacity: ReturnConsumedCapacity | None
 
 
 class ItemResponse(TypedDict, total=False):
-    Item: Optional[AttributeMap]
+    Item: AttributeMap | None
 
 
-ItemResponseList = List[ItemResponse]
+ItemResponseList = list[ItemResponse]
 
 
 class ExecuteTransactionOutput(TypedDict, total=False):
-    Responses: Optional[ItemResponseList]
-    ConsumedCapacity: Optional[ConsumedCapacityMultiple]
+    Responses: ItemResponseList | None
+    ConsumedCapacity: ConsumedCapacityMultiple | None
 
 
 class ExportSummary(TypedDict, total=False):
-    ExportArn: Optional[ExportArn]
-    ExportStatus: Optional[ExportStatus]
-    ExportType: Optional[ExportType]
+    ExportArn: ExportArn | None
+    ExportStatus: ExportStatus | None
+    ExportType: ExportType | None
 
 
-ExportSummaries = List[ExportSummary]
+ExportSummaries = list[ExportSummary]
 
 
 class ExportTableToPointInTimeInput(ServiceRequest):
     TableArn: TableArn
-    ExportTime: Optional[ExportTime]
-    ClientToken: Optional[ClientToken]
+    ExportTime: ExportTime | None
+    ClientToken: ClientToken | None
     S3Bucket: S3Bucket
-    S3BucketOwner: Optional[S3BucketOwner]
-    S3Prefix: Optional[S3Prefix]
-    S3SseAlgorithm: Optional[S3SseAlgorithm]
-    S3SseKmsKeyId: Optional[S3SseKmsKeyId]
-    ExportFormat: Optional[ExportFormat]
-    ExportType: Optional[ExportType]
-    IncrementalExportSpecification: Optional[IncrementalExportSpecification]
+    S3BucketOwner: S3BucketOwner | None
+    S3Prefix: S3Prefix | None
+    S3SseAlgorithm: S3SseAlgorithm | None
+    S3SseKmsKeyId: S3SseKmsKeyId | None
+    ExportFormat: ExportFormat | None
+    ExportType: ExportType | None
+    IncrementalExportSpecification: IncrementalExportSpecification | None
 
 
 class ExportTableToPointInTimeOutput(TypedDict, total=False):
-    ExportDescription: Optional[ExportDescription]
+    ExportDescription: ExportDescription | None
 
 
-FilterConditionMap = Dict[AttributeName, Condition]
+FilterConditionMap = dict[AttributeName, Condition]
 
 
 class Get(TypedDict, total=False):
     Key: Key
     TableName: TableArn
-    ProjectionExpression: Optional[ProjectionExpression]
-    ExpressionAttributeNames: Optional[ExpressionAttributeNameMap]
+    ProjectionExpression: ProjectionExpression | None
+    ExpressionAttributeNames: ExpressionAttributeNameMap | None
 
 
 class GetItemInput(ServiceRequest):
     TableName: TableArn
     Key: Key
-    AttributesToGet: Optional[AttributeNameList]
-    ConsistentRead: Optional[ConsistentRead]
-    ReturnConsumedCapacity: Optional[ReturnConsumedCapacity]
-    ProjectionExpression: Optional[ProjectionExpression]
-    ExpressionAttributeNames: Optional[ExpressionAttributeNameMap]
+    AttributesToGet: AttributeNameList | None
+    ConsistentRead: ConsistentRead | None
+    ReturnConsumedCapacity: ReturnConsumedCapacity | None
+    ProjectionExpression: ProjectionExpression | None
+    ExpressionAttributeNames: ExpressionAttributeNameMap | None
 
 
 class GetItemOutput(TypedDict, total=False):
-    Item: Optional[AttributeMap]
-    ConsumedCapacity: Optional[ConsumedCapacity]
+    Item: AttributeMap | None
+    ConsumedCapacity: ConsumedCapacity | None
 
 
 class GetResourcePolicyInput(ServiceRequest):
@@ -1766,79 +1764,79 @@ class GetResourcePolicyInput(ServiceRequest):
 
 
 class GetResourcePolicyOutput(TypedDict, total=False):
-    Policy: Optional[ResourcePolicy]
-    RevisionId: Optional[PolicyRevisionId]
+    Policy: ResourcePolicy | None
+    RevisionId: PolicyRevisionId | None
 
 
 class GlobalSecondaryIndexAutoScalingUpdate(TypedDict, total=False):
-    IndexName: Optional[IndexName]
-    ProvisionedWriteCapacityAutoScalingUpdate: Optional[AutoScalingSettingsUpdate]
+    IndexName: IndexName | None
+    ProvisionedWriteCapacityAutoScalingUpdate: AutoScalingSettingsUpdate | None
 
 
-GlobalSecondaryIndexAutoScalingUpdateList = List[GlobalSecondaryIndexAutoScalingUpdate]
+GlobalSecondaryIndexAutoScalingUpdateList = list[GlobalSecondaryIndexAutoScalingUpdate]
 
 
 class UpdateGlobalSecondaryIndexAction(TypedDict, total=False):
     IndexName: IndexName
-    ProvisionedThroughput: Optional[ProvisionedThroughput]
-    OnDemandThroughput: Optional[OnDemandThroughput]
-    WarmThroughput: Optional[WarmThroughput]
+    ProvisionedThroughput: ProvisionedThroughput | None
+    OnDemandThroughput: OnDemandThroughput | None
+    WarmThroughput: WarmThroughput | None
 
 
 class GlobalSecondaryIndexUpdate(TypedDict, total=False):
-    Update: Optional[UpdateGlobalSecondaryIndexAction]
-    Create: Optional[CreateGlobalSecondaryIndexAction]
-    Delete: Optional[DeleteGlobalSecondaryIndexAction]
+    Update: UpdateGlobalSecondaryIndexAction | None
+    Create: CreateGlobalSecondaryIndexAction | None
+    Delete: DeleteGlobalSecondaryIndexAction | None
 
 
-GlobalSecondaryIndexUpdateList = List[GlobalSecondaryIndexUpdate]
+GlobalSecondaryIndexUpdateList = list[GlobalSecondaryIndexUpdate]
 
 
 class GlobalTable(TypedDict, total=False):
-    GlobalTableName: Optional[TableName]
-    ReplicationGroup: Optional[ReplicaList]
+    GlobalTableName: TableName | None
+    ReplicationGroup: ReplicaList | None
 
 
 class GlobalTableGlobalSecondaryIndexSettingsUpdate(TypedDict, total=False):
     IndexName: IndexName
-    ProvisionedWriteCapacityUnits: Optional[PositiveLongObject]
-    ProvisionedWriteCapacityAutoScalingSettingsUpdate: Optional[AutoScalingSettingsUpdate]
+    ProvisionedWriteCapacityUnits: PositiveLongObject | None
+    ProvisionedWriteCapacityAutoScalingSettingsUpdate: AutoScalingSettingsUpdate | None
 
 
-GlobalTableGlobalSecondaryIndexSettingsUpdateList = List[
+GlobalTableGlobalSecondaryIndexSettingsUpdateList = list[
     GlobalTableGlobalSecondaryIndexSettingsUpdate
 ]
-GlobalTableList = List[GlobalTable]
+GlobalTableList = list[GlobalTable]
 
 
 class GlobalTableWitnessGroupUpdate(TypedDict, total=False):
-    Create: Optional[CreateGlobalTableWitnessGroupMemberAction]
-    Delete: Optional[DeleteGlobalTableWitnessGroupMemberAction]
+    Create: CreateGlobalTableWitnessGroupMemberAction | None
+    Delete: DeleteGlobalTableWitnessGroupMemberAction | None
 
 
-GlobalTableWitnessGroupUpdateList = List[GlobalTableWitnessGroupUpdate]
+GlobalTableWitnessGroupUpdateList = list[GlobalTableWitnessGroupUpdate]
 
 
 class ImportSummary(TypedDict, total=False):
-    ImportArn: Optional[ImportArn]
-    ImportStatus: Optional[ImportStatus]
-    TableArn: Optional[TableArn]
-    S3BucketSource: Optional[S3BucketSource]
-    CloudWatchLogGroupArn: Optional[CloudWatchLogGroupArn]
-    InputFormat: Optional[InputFormat]
-    StartTime: Optional[ImportStartTime]
-    EndTime: Optional[ImportEndTime]
+    ImportArn: ImportArn | None
+    ImportStatus: ImportStatus | None
+    TableArn: TableArn | None
+    S3BucketSource: S3BucketSource | None
+    CloudWatchLogGroupArn: CloudWatchLogGroupArn | None
+    InputFormat: InputFormat | None
+    StartTime: ImportStartTime | None
+    EndTime: ImportEndTime | None
 
 
-ImportSummaryList = List[ImportSummary]
+ImportSummaryList = list[ImportSummary]
 
 
 class ImportTableInput(ServiceRequest):
-    ClientToken: Optional[ClientToken]
+    ClientToken: ClientToken | None
     S3BucketSource: S3BucketSource
     InputFormat: InputFormat
-    InputFormatOptions: Optional[InputFormatOptions]
-    InputCompressionType: Optional[InputCompressionType]
+    InputFormatOptions: InputFormatOptions | None
+    InputCompressionType: InputCompressionType | None
     TableCreationParameters: TableCreationParameters
 
 
@@ -1846,20 +1844,20 @@ class ImportTableOutput(TypedDict, total=False):
     ImportTableDescription: ImportTableDescription
 
 
-KeyConditions = Dict[AttributeName, Condition]
+KeyConditions = dict[AttributeName, Condition]
 
 
 class KinesisStreamingDestinationInput(ServiceRequest):
     TableName: TableArn
     StreamArn: StreamArn
-    EnableKinesisStreamingConfiguration: Optional[EnableKinesisStreamingConfiguration]
+    EnableKinesisStreamingConfiguration: EnableKinesisStreamingConfiguration | None
 
 
 class KinesisStreamingDestinationOutput(TypedDict, total=False):
-    TableName: Optional[TableName]
-    StreamArn: Optional[StreamArn]
-    DestinationStatus: Optional[DestinationStatus]
-    EnableKinesisStreamingConfiguration: Optional[EnableKinesisStreamingConfiguration]
+    TableName: TableName | None
+    StreamArn: StreamArn | None
+    DestinationStatus: DestinationStatus | None
+    EnableKinesisStreamingConfiguration: EnableKinesisStreamingConfiguration | None
 
 
 TimeRangeUpperBound = datetime
@@ -1867,287 +1865,285 @@ class KinesisStreamingDestinationOutput(TypedDict, total=False):
 
 
 class ListBackupsInput(ServiceRequest):
-    TableName: Optional[TableArn]
-    Limit: Optional[BackupsInputLimit]
-    TimeRangeLowerBound: Optional[TimeRangeLowerBound]
-    TimeRangeUpperBound: Optional[TimeRangeUpperBound]
-    ExclusiveStartBackupArn: Optional[BackupArn]
-    BackupType: Optional[BackupTypeFilter]
+    TableName: TableArn | None
+    Limit: BackupsInputLimit | None
+    TimeRangeLowerBound: TimeRangeLowerBound | None
+    TimeRangeUpperBound: TimeRangeUpperBound | None
+    ExclusiveStartBackupArn: BackupArn | None
+    BackupType: BackupTypeFilter | None
 
 
 class ListBackupsOutput(TypedDict, total=False):
-    BackupSummaries: Optional[BackupSummaries]
-    LastEvaluatedBackupArn: Optional[BackupArn]
+    BackupSummaries: BackupSummaries | None
+    LastEvaluatedBackupArn: BackupArn | None
 
 
 class ListContributorInsightsInput(ServiceRequest):
-    TableName: Optional[TableArn]
-    NextToken: Optional[NextTokenString]
-    MaxResults: Optional[ListContributorInsightsLimit]
+    TableName: TableArn | None
+    NextToken: NextTokenString | None
+    MaxResults: ListContributorInsightsLimit | None
 
 
 class ListContributorInsightsOutput(TypedDict, total=False):
-    ContributorInsightsSummaries: Optional[ContributorInsightsSummaries]
-    NextToken: Optional[NextTokenString]
+    ContributorInsightsSummaries: ContributorInsightsSummaries | None
+    NextToken: NextTokenString | None
 
 
 class ListExportsInput(ServiceRequest):
-    TableArn: Optional[TableArn]
-    MaxResults: Optional[ListExportsMaxLimit]
-    NextToken: Optional[ExportNextToken]
+    TableArn: TableArn | None
+    MaxResults: ListExportsMaxLimit | None
+    NextToken: ExportNextToken | None
 
 
 class ListExportsOutput(TypedDict, total=False):
-    ExportSummaries: Optional[ExportSummaries]
-    NextToken: Optional[ExportNextToken]
+    ExportSummaries: ExportSummaries | None
+    NextToken: ExportNextToken | None
 
 
 class ListGlobalTablesInput(ServiceRequest):
-    ExclusiveStartGlobalTableName: Optional[TableName]
-    Limit: Optional[PositiveIntegerObject]
-    RegionName: Optional[RegionName]
+    ExclusiveStartGlobalTableName: TableName | None
+    Limit: PositiveIntegerObject | None
+    RegionName: RegionName | None
 
 
 class ListGlobalTablesOutput(TypedDict, total=False):
-    GlobalTables: Optional[GlobalTableList]
-    LastEvaluatedGlobalTableName: Optional[TableName]
+    GlobalTables: GlobalTableList | None
+    LastEvaluatedGlobalTableName: TableName | None
 
 
 class ListImportsInput(ServiceRequest):
-    TableArn: Optional[TableArn]
-    PageSize: Optional[ListImportsMaxLimit]
-    NextToken: Optional[ImportNextToken]
+    TableArn: TableArn | None
+    PageSize: ListImportsMaxLimit | None
+    NextToken: ImportNextToken | None
 
 
 class ListImportsOutput(TypedDict, total=False):
-    ImportSummaryList: Optional[ImportSummaryList]
-    NextToken: Optional[ImportNextToken]
+    ImportSummaryList: ImportSummaryList | None
+    NextToken: ImportNextToken | None
 
 
 class ListTablesInput(ServiceRequest):
-    ExclusiveStartTableName: Optional[TableName]
-    Limit: Optional[ListTablesInputLimit]
+    ExclusiveStartTableName: TableName | None
+    Limit: ListTablesInputLimit | None
 
 
-TableNameList = List[TableName]
+TableNameList = list[TableName]
 
 
 class ListTablesOutput(TypedDict, total=False):
-    TableNames: Optional[TableNameList]
-    LastEvaluatedTableName: Optional[TableName]
+    TableNames: TableNameList | None
+    LastEvaluatedTableName: TableName | None
 
 
 class ListTagsOfResourceInput(ServiceRequest):
     ResourceArn: ResourceArnString
-    NextToken: Optional[NextTokenString]
+    NextToken: NextTokenString | None
 
 
 class ListTagsOfResourceOutput(TypedDict, total=False):
-    Tags: Optional[TagList]
-    NextToken: Optional[NextTokenString]
+    Tags: TagList | None
+    NextToken: NextTokenString | None
 
 
 class PointInTimeRecoverySpecification(TypedDict, total=False):
     PointInTimeRecoveryEnabled: BooleanObject
-    RecoveryPeriodInDays: Optional[RecoveryPeriodInDays]
+    RecoveryPeriodInDays: RecoveryPeriodInDays | None
 
 
 class Put(TypedDict, total=False):
     Item: PutItemInputAttributeMap
     TableName: TableArn
-    ConditionExpression: Optional[ConditionExpression]
-    ExpressionAttributeNames: Optional[ExpressionAttributeNameMap]
-    ExpressionAttributeValues: Optional[ExpressionAttributeValueMap]
-    ReturnValuesOnConditionCheckFailure: Optional[ReturnValuesOnConditionCheckFailure]
+    ConditionExpression: ConditionExpression | None
+    ExpressionAttributeNames: ExpressionAttributeNameMap | None
+    ExpressionAttributeValues: ExpressionAttributeValueMap | None
+    ReturnValuesOnConditionCheckFailure: ReturnValuesOnConditionCheckFailure | None
 
 
 class PutItemInput(ServiceRequest):
     TableName: TableArn
     Item: PutItemInputAttributeMap
-    Expected: Optional[ExpectedAttributeMap]
-    ReturnValues: Optional[ReturnValue]
-    ReturnConsumedCapacity: Optional[ReturnConsumedCapacity]
-    ReturnItemCollectionMetrics: Optional[ReturnItemCollectionMetrics]
-    ConditionalOperator: Optional[ConditionalOperator]
-    ConditionExpression: Optional[ConditionExpression]
-    ExpressionAttributeNames: Optional[ExpressionAttributeNameMap]
-    ExpressionAttributeValues: Optional[ExpressionAttributeValueMap]
-    ReturnValuesOnConditionCheckFailure: Optional[ReturnValuesOnConditionCheckFailure]
+    Expected: ExpectedAttributeMap | None
+    ReturnValues: ReturnValue | None
+    ReturnConsumedCapacity: ReturnConsumedCapacity | None
+    ReturnItemCollectionMetrics: ReturnItemCollectionMetrics | None
+    ConditionalOperator: ConditionalOperator | None
+    ConditionExpression: ConditionExpression | None
+    ExpressionAttributeNames: ExpressionAttributeNameMap | None
+    ExpressionAttributeValues: ExpressionAttributeValueMap | None
+    ReturnValuesOnConditionCheckFailure: ReturnValuesOnConditionCheckFailure | None
 
 
 class PutItemOutput(TypedDict, total=False):
-    Attributes: Optional[AttributeMap]
-    ConsumedCapacity: Optional[ConsumedCapacity]
-    ItemCollectionMetrics: Optional[ItemCollectionMetrics]
+    Attributes: AttributeMap | None
+    ConsumedCapacity: ConsumedCapacity | None
+    ItemCollectionMetrics: ItemCollectionMetrics | None
 
 
 class PutResourcePolicyInput(ServiceRequest):
     ResourceArn: ResourceArnString
     Policy: ResourcePolicy
-    ExpectedRevisionId: Optional[PolicyRevisionId]
-    ConfirmRemoveSelfResourceAccess: Optional[ConfirmRemoveSelfResourceAccess]
+    ExpectedRevisionId: PolicyRevisionId | None
+    ConfirmRemoveSelfResourceAccess: ConfirmRemoveSelfResourceAccess | None
 
 
 class PutResourcePolicyOutput(TypedDict, total=False):
-    RevisionId: Optional[PolicyRevisionId]
+    RevisionId: PolicyRevisionId | None
 
 
 class QueryInput(ServiceRequest):
     TableName: TableArn
-    IndexName: Optional[IndexName]
-    Select: Optional[Select]
-    AttributesToGet: Optional[AttributeNameList]
-    Limit: Optional[PositiveIntegerObject]
-    ConsistentRead: Optional[ConsistentRead]
-    KeyConditions: Optional[KeyConditions]
-    QueryFilter: Optional[FilterConditionMap]
-    ConditionalOperator: Optional[ConditionalOperator]
-    ScanIndexForward: Optional[BooleanObject]
-    ExclusiveStartKey: Optional[Key]
-    ReturnConsumedCapacity: Optional[ReturnConsumedCapacity]
-    ProjectionExpression: Optional[ProjectionExpression]
-    FilterExpression: Optional[ConditionExpression]
-    KeyConditionExpression: Optional[KeyExpression]
-    ExpressionAttributeNames: Optional[ExpressionAttributeNameMap]
-    ExpressionAttributeValues: Optional[ExpressionAttributeValueMap]
+    IndexName: IndexName | None
+    Select: Select | None
+    AttributesToGet: AttributeNameList | None
+    Limit: PositiveIntegerObject | None
+    ConsistentRead: ConsistentRead | None
+    KeyConditions: KeyConditions | None
+    QueryFilter: FilterConditionMap | None
+    ConditionalOperator: ConditionalOperator | None
+    ScanIndexForward: BooleanObject | None
+    ExclusiveStartKey: Key | None
+    ReturnConsumedCapacity: ReturnConsumedCapacity | None
+    ProjectionExpression: ProjectionExpression | None
+    FilterExpression: ConditionExpression | None
+    KeyConditionExpression: KeyExpression | None
+    ExpressionAttributeNames: ExpressionAttributeNameMap | None
+    ExpressionAttributeValues: ExpressionAttributeValueMap | None
 
 
 class QueryOutput(TypedDict, total=False):
-    Items: Optional[ItemList]
-    Count: Optional[Integer]
-    ScannedCount: Optional[Integer]
-    LastEvaluatedKey: Optional[Key]
-    ConsumedCapacity: Optional[ConsumedCapacity]
+    Items: ItemList | None
+    Count: Integer | None
+    ScannedCount: Integer | None
+    LastEvaluatedKey: Key | None
+    ConsumedCapacity: ConsumedCapacity | None
 
 
 class ReplicaGlobalSecondaryIndexAutoScalingUpdate(TypedDict, total=False):
-    IndexName: Optional[IndexName]
-    ProvisionedReadCapacityAutoScalingUpdate: Optional[AutoScalingSettingsUpdate]
+    IndexName: IndexName | None
+    ProvisionedReadCapacityAutoScalingUpdate: AutoScalingSettingsUpdate | None
 
 
-ReplicaGlobalSecondaryIndexAutoScalingUpdateList = List[
+ReplicaGlobalSecondaryIndexAutoScalingUpdateList = list[
     ReplicaGlobalSecondaryIndexAutoScalingUpdate
 ]
 
 
 class ReplicaAutoScalingUpdate(TypedDict, total=False):
     RegionName: RegionName
-    ReplicaGlobalSecondaryIndexUpdates: Optional[ReplicaGlobalSecondaryIndexAutoScalingUpdateList]
-    ReplicaProvisionedReadCapacityAutoScalingUpdate: Optional[AutoScalingSettingsUpdate]
+    ReplicaGlobalSecondaryIndexUpdates: ReplicaGlobalSecondaryIndexAutoScalingUpdateList | None
+    ReplicaProvisionedReadCapacityAutoScalingUpdate: AutoScalingSettingsUpdate | None
 
 
-ReplicaAutoScalingUpdateList = List[ReplicaAutoScalingUpdate]
+ReplicaAutoScalingUpdateList = list[ReplicaAutoScalingUpdate]
 
 
 class ReplicaGlobalSecondaryIndexSettingsUpdate(TypedDict, total=False):
     IndexName: IndexName
-    ProvisionedReadCapacityUnits: Optional[PositiveLongObject]
-    ProvisionedReadCapacityAutoScalingSettingsUpdate: Optional[AutoScalingSettingsUpdate]
+    ProvisionedReadCapacityUnits: PositiveLongObject | None
+    ProvisionedReadCapacityAutoScalingSettingsUpdate: AutoScalingSettingsUpdate | None
 
 
-ReplicaGlobalSecondaryIndexSettingsUpdateList = List[ReplicaGlobalSecondaryIndexSettingsUpdate]
+ReplicaGlobalSecondaryIndexSettingsUpdateList = list[ReplicaGlobalSecondaryIndexSettingsUpdate]
 
 
 class ReplicaSettingsUpdate(TypedDict, total=False):
     RegionName: RegionName
-    ReplicaProvisionedReadCapacityUnits: Optional[PositiveLongObject]
-    ReplicaProvisionedReadCapacityAutoScalingSettingsUpdate: Optional[AutoScalingSettingsUpdate]
-    ReplicaGlobalSecondaryIndexSettingsUpdate: Optional[
-        ReplicaGlobalSecondaryIndexSettingsUpdateList
-    ]
-    ReplicaTableClass: Optional[TableClass]
+    ReplicaProvisionedReadCapacityUnits: PositiveLongObject | None
+    ReplicaProvisionedReadCapacityAutoScalingSettingsUpdate: AutoScalingSettingsUpdate | None
+    ReplicaGlobalSecondaryIndexSettingsUpdate: ReplicaGlobalSecondaryIndexSettingsUpdateList | None
+    ReplicaTableClass: TableClass | None
 
 
-ReplicaSettingsUpdateList = List[ReplicaSettingsUpdate]
+ReplicaSettingsUpdateList = list[ReplicaSettingsUpdate]
 
 
 class ReplicaUpdate(TypedDict, total=False):
-    Create: Optional[CreateReplicaAction]
-    Delete: Optional[DeleteReplicaAction]
+    Create: CreateReplicaAction | None
+    Delete: DeleteReplicaAction | None
 
 
-ReplicaUpdateList = List[ReplicaUpdate]
+ReplicaUpdateList = list[ReplicaUpdate]
 
 
 class UpdateReplicationGroupMemberAction(TypedDict, total=False):
     RegionName: RegionName
-    KMSMasterKeyId: Optional[KMSMasterKeyId]
-    ProvisionedThroughputOverride: Optional[ProvisionedThroughputOverride]
-    OnDemandThroughputOverride: Optional[OnDemandThroughputOverride]
-    GlobalSecondaryIndexes: Optional[ReplicaGlobalSecondaryIndexList]
-    TableClassOverride: Optional[TableClass]
+    KMSMasterKeyId: KMSMasterKeyId | None
+    ProvisionedThroughputOverride: ProvisionedThroughputOverride | None
+    OnDemandThroughputOverride: OnDemandThroughputOverride | None
+    GlobalSecondaryIndexes: ReplicaGlobalSecondaryIndexList | None
+    TableClassOverride: TableClass | None
 
 
 class ReplicationGroupUpdate(TypedDict, total=False):
-    Create: Optional[CreateReplicationGroupMemberAction]
-    Update: Optional[UpdateReplicationGroupMemberAction]
-    Delete: Optional[DeleteReplicationGroupMemberAction]
+    Create: CreateReplicationGroupMemberAction | None
+    Update: UpdateReplicationGroupMemberAction | None
+    Delete: DeleteReplicationGroupMemberAction | None
 
 
-ReplicationGroupUpdateList = List[ReplicationGroupUpdate]
+ReplicationGroupUpdateList = list[ReplicationGroupUpdate]
 
 
 class RestoreTableFromBackupInput(ServiceRequest):
     TargetTableName: TableName
     BackupArn: BackupArn
-    BillingModeOverride: Optional[BillingMode]
-    GlobalSecondaryIndexOverride: Optional[GlobalSecondaryIndexList]
-    LocalSecondaryIndexOverride: Optional[LocalSecondaryIndexList]
-    ProvisionedThroughputOverride: Optional[ProvisionedThroughput]
-    OnDemandThroughputOverride: Optional[OnDemandThroughput]
-    SSESpecificationOverride: Optional[SSESpecification]
+    BillingModeOverride: BillingMode | None
+    GlobalSecondaryIndexOverride: GlobalSecondaryIndexList | None
+    LocalSecondaryIndexOverride: LocalSecondaryIndexList | None
+    ProvisionedThroughputOverride: ProvisionedThroughput | None
+    OnDemandThroughputOverride: OnDemandThroughput | None
+    SSESpecificationOverride: SSESpecification | None
 
 
 class RestoreTableFromBackupOutput(TypedDict, total=False):
-    TableDescription: Optional[TableDescription]
+    TableDescription: TableDescription | None
 
 
 class RestoreTableToPointInTimeInput(ServiceRequest):
-    SourceTableArn: Optional[TableArn]
-    SourceTableName: Optional[TableName]
+    SourceTableArn: TableArn | None
+    SourceTableName: TableName | None
     TargetTableName: TableName
-    UseLatestRestorableTime: Optional[BooleanObject]
-    RestoreDateTime: Optional[Date]
-    BillingModeOverride: Optional[BillingMode]
-    GlobalSecondaryIndexOverride: Optional[GlobalSecondaryIndexList]
-    LocalSecondaryIndexOverride: Optional[LocalSecondaryIndexList]
-    ProvisionedThroughputOverride: Optional[ProvisionedThroughput]
-    OnDemandThroughputOverride: Optional[OnDemandThroughput]
-    SSESpecificationOverride: Optional[SSESpecification]
+    UseLatestRestorableTime: BooleanObject | None
+    RestoreDateTime: Date | None
+    BillingModeOverride: BillingMode | None
+    GlobalSecondaryIndexOverride: GlobalSecondaryIndexList | None
+    LocalSecondaryIndexOverride: LocalSecondaryIndexList | None
+    ProvisionedThroughputOverride: ProvisionedThroughput | None
+    OnDemandThroughputOverride: OnDemandThroughput | None
+    SSESpecificationOverride: SSESpecification | None
 
 
 class RestoreTableToPointInTimeOutput(TypedDict, total=False):
-    TableDescription: Optional[TableDescription]
+    TableDescription: TableDescription | None
 
 
 class ScanInput(ServiceRequest):
     TableName: TableArn
-    IndexName: Optional[IndexName]
-    AttributesToGet: Optional[AttributeNameList]
-    Limit: Optional[PositiveIntegerObject]
-    Select: Optional[Select]
-    ScanFilter: Optional[FilterConditionMap]
-    ConditionalOperator: Optional[ConditionalOperator]
-    ExclusiveStartKey: Optional[Key]
-    ReturnConsumedCapacity: Optional[ReturnConsumedCapacity]
-    TotalSegments: Optional[ScanTotalSegments]
-    Segment: Optional[ScanSegment]
-    ProjectionExpression: Optional[ProjectionExpression]
-    FilterExpression: Optional[ConditionExpression]
-    ExpressionAttributeNames: Optional[ExpressionAttributeNameMap]
-    ExpressionAttributeValues: Optional[ExpressionAttributeValueMap]
-    ConsistentRead: Optional[ConsistentRead]
+    IndexName: IndexName | None
+    AttributesToGet: AttributeNameList | None
+    Limit: PositiveIntegerObject | None
+    Select: Select | None
+    ScanFilter: FilterConditionMap | None
+    ConditionalOperator: ConditionalOperator | None
+    ExclusiveStartKey: Key | None
+    ReturnConsumedCapacity: ReturnConsumedCapacity | None
+    TotalSegments: ScanTotalSegments | None
+    Segment: ScanSegment | None
+    ProjectionExpression: ProjectionExpression | None
+    FilterExpression: ConditionExpression | None
+    ExpressionAttributeNames: ExpressionAttributeNameMap | None
+    ExpressionAttributeValues: ExpressionAttributeValueMap | None
+    ConsistentRead: ConsistentRead | None
 
 
 class ScanOutput(TypedDict, total=False):
-    Items: Optional[ItemList]
-    Count: Optional[Integer]
-    ScannedCount: Optional[Integer]
-    LastEvaluatedKey: Optional[Key]
-    ConsumedCapacity: Optional[ConsumedCapacity]
+    Items: ItemList | None
+    Count: Integer | None
+    ScannedCount: Integer | None
+    LastEvaluatedKey: Key | None
+    ConsumedCapacity: ConsumedCapacity | None
 
 
-TagKeyList = List[TagKeyString]
+TagKeyList = list[TagKeyString]
 
 
 class TagResourceInput(ServiceRequest):
@@ -2164,49 +2160,49 @@ class TransactGetItem(TypedDict, total=False):
     Get: Get
 
 
-TransactGetItemList = List[TransactGetItem]
+TransactGetItemList = list[TransactGetItem]
 
 
 class TransactGetItemsInput(ServiceRequest):
     TransactItems: TransactGetItemList
-    ReturnConsumedCapacity: Optional[ReturnConsumedCapacity]
+    ReturnConsumedCapacity: ReturnConsumedCapacity | None
 
 
 class TransactGetItemsOutput(TypedDict, total=False):
-    ConsumedCapacity: Optional[ConsumedCapacityMultiple]
-    Responses: Optional[ItemResponseList]
+    ConsumedCapacity: ConsumedCapacityMultiple | None
+    Responses: ItemResponseList | None
 
 
 class Update(TypedDict, total=False):
     Key: Key
     UpdateExpression: UpdateExpression
     TableName: TableArn
-    ConditionExpression: Optional[ConditionExpression]
-    ExpressionAttributeNames: Optional[ExpressionAttributeNameMap]
-    ExpressionAttributeValues: Optional[ExpressionAttributeValueMap]
-    ReturnValuesOnConditionCheckFailure: Optional[ReturnValuesOnConditionCheckFailure]
+    ConditionExpression: ConditionExpression | None
+    ExpressionAttributeNames: ExpressionAttributeNameMap | None
+    ExpressionAttributeValues: ExpressionAttributeValueMap | None
+    ReturnValuesOnConditionCheckFailure: ReturnValuesOnConditionCheckFailure | None
 
 
 class TransactWriteItem(TypedDict, total=False):
-    ConditionCheck: Optional[ConditionCheck]
-    Put: Optional[Put]
-    Delete: Optional[Delete]
-    Update: Optional[Update]
+    ConditionCheck: ConditionCheck | None
+    Put: Put | None
+    Delete: Delete | None
+    Update: Update | None
 
 
-TransactWriteItemList = List[TransactWriteItem]
+TransactWriteItemList = list[TransactWriteItem]
 
 
 class TransactWriteItemsInput(ServiceRequest):
     TransactItems: TransactWriteItemList
-    ReturnConsumedCapacity: Optional[ReturnConsumedCapacity]
-    ReturnItemCollectionMetrics: Optional[ReturnItemCollectionMetrics]
-    ClientRequestToken: Optional[ClientRequestToken]
+    ReturnConsumedCapacity: ReturnConsumedCapacity | None
+    ReturnItemCollectionMetrics: ReturnItemCollectionMetrics | None
+    ClientRequestToken: ClientRequestToken | None
 
 
 class TransactWriteItemsOutput(TypedDict, total=False):
-    ConsumedCapacity: Optional[ConsumedCapacityMultiple]
-    ItemCollectionMetrics: Optional[ItemCollectionMetricsPerTable]
+    ConsumedCapacity: ConsumedCapacityMultiple | None
+    ItemCollectionMetrics: ItemCollectionMetricsPerTable | None
 
 
 class UntagResourceInput(ServiceRequest):
@@ -2220,21 +2216,21 @@ class UpdateContinuousBackupsInput(ServiceRequest):
 
 
 class UpdateContinuousBackupsOutput(TypedDict, total=False):
-    ContinuousBackupsDescription: Optional[ContinuousBackupsDescription]
+    ContinuousBackupsDescription: ContinuousBackupsDescription | None
 
 
 class UpdateContributorInsightsInput(ServiceRequest):
     TableName: TableArn
-    IndexName: Optional[IndexName]
+    IndexName: IndexName | None
     ContributorInsightsAction: ContributorInsightsAction
-    ContributorInsightsMode: Optional[ContributorInsightsMode]
+    ContributorInsightsMode: ContributorInsightsMode | None
 
 
 class UpdateContributorInsightsOutput(TypedDict, total=False):
-    TableName: Optional[TableName]
-    IndexName: Optional[IndexName]
-    ContributorInsightsStatus: Optional[ContributorInsightsStatus]
-    ContributorInsightsMode: Optional[ContributorInsightsMode]
+    TableName: TableName | None
+    IndexName: IndexName | None
+    ContributorInsightsStatus: ContributorInsightsStatus | None
+    ContributorInsightsMode: ContributorInsightsMode | None
 
 
 class UpdateGlobalTableInput(ServiceRequest):
@@ -2243,96 +2239,94 @@ class UpdateGlobalTableInput(ServiceRequest):
 
 
 class UpdateGlobalTableOutput(TypedDict, total=False):
-    GlobalTableDescription: Optional[GlobalTableDescription]
+    GlobalTableDescription: GlobalTableDescription | None
 
 
 class UpdateGlobalTableSettingsInput(ServiceRequest):
     GlobalTableName: TableName
-    GlobalTableBillingMode: Optional[BillingMode]
-    GlobalTableProvisionedWriteCapacityUnits: Optional[PositiveLongObject]
-    GlobalTableProvisionedWriteCapacityAutoScalingSettingsUpdate: Optional[
-        AutoScalingSettingsUpdate
-    ]
-    GlobalTableGlobalSecondaryIndexSettingsUpdate: Optional[
-        GlobalTableGlobalSecondaryIndexSettingsUpdateList
-    ]
-    ReplicaSettingsUpdate: Optional[ReplicaSettingsUpdateList]
+    GlobalTableBillingMode: BillingMode | None
+    GlobalTableProvisionedWriteCapacityUnits: PositiveLongObject | None
+    GlobalTableProvisionedWriteCapacityAutoScalingSettingsUpdate: AutoScalingSettingsUpdate | None
+    GlobalTableGlobalSecondaryIndexSettingsUpdate: (
+        GlobalTableGlobalSecondaryIndexSettingsUpdateList | None
+    )
+    ReplicaSettingsUpdate: ReplicaSettingsUpdateList | None
 
 
 class UpdateGlobalTableSettingsOutput(TypedDict, total=False):
-    GlobalTableName: Optional[TableName]
-    ReplicaSettings: Optional[ReplicaSettingsDescriptionList]
+    GlobalTableName: TableName | None
+    ReplicaSettings: ReplicaSettingsDescriptionList | None
 
 
 class UpdateItemInput(ServiceRequest):
     TableName: TableArn
     Key: Key
-    AttributeUpdates: Optional[AttributeUpdates]
-    Expected: Optional[ExpectedAttributeMap]
-    ConditionalOperator: Optional[ConditionalOperator]
-    ReturnValues: Optional[ReturnValue]
-    ReturnConsumedCapacity: Optional[ReturnConsumedCapacity]
-    ReturnItemCollectionMetrics: Optional[ReturnItemCollectionMetrics]
-    UpdateExpression: Optional[UpdateExpression]
-    ConditionExpression: Optional[ConditionExpression]
-    ExpressionAttributeNames: Optional[ExpressionAttributeNameMap]
-    ExpressionAttributeValues: Optional[ExpressionAttributeValueMap]
-    ReturnValuesOnConditionCheckFailure: Optional[ReturnValuesOnConditionCheckFailure]
+    AttributeUpdates: AttributeUpdates | None
+    Expected: ExpectedAttributeMap | None
+    ConditionalOperator: ConditionalOperator | None
+    ReturnValues: ReturnValue | None
+    ReturnConsumedCapacity: ReturnConsumedCapacity | None
+    ReturnItemCollectionMetrics: ReturnItemCollectionMetrics | None
+    UpdateExpression: UpdateExpression | None
+    ConditionExpression: ConditionExpression | None
+    ExpressionAttributeNames: ExpressionAttributeNameMap | None
+    ExpressionAttributeValues: ExpressionAttributeValueMap | None
+    ReturnValuesOnConditionCheckFailure: ReturnValuesOnConditionCheckFailure | None
 
 
 class UpdateItemOutput(TypedDict, total=False):
-    Attributes: Optional[AttributeMap]
-    ConsumedCapacity: Optional[ConsumedCapacity]
-    ItemCollectionMetrics: Optional[ItemCollectionMetrics]
+    Attributes: AttributeMap | None
+    ConsumedCapacity: ConsumedCapacity | None
+    ItemCollectionMetrics: ItemCollectionMetrics | None
 
 
 class UpdateKinesisStreamingConfiguration(TypedDict, total=False):
-    ApproximateCreationDateTimePrecision: Optional[ApproximateCreationDateTimePrecision]
+    ApproximateCreationDateTimePrecision: ApproximateCreationDateTimePrecision | None
 
 
 class UpdateKinesisStreamingDestinationInput(ServiceRequest):
     TableName: TableArn
     StreamArn: StreamArn
-    UpdateKinesisStreamingConfiguration: Optional[UpdateKinesisStreamingConfiguration]
+    UpdateKinesisStreamingConfiguration: UpdateKinesisStreamingConfiguration | None
 
 
 class UpdateKinesisStreamingDestinationOutput(TypedDict, total=False):
-    TableName: Optional[TableName]
-    StreamArn: Optional[StreamArn]
-    DestinationStatus: Optional[DestinationStatus]
-    UpdateKinesisStreamingConfiguration: Optional[UpdateKinesisStreamingConfiguration]
+    TableName: TableName | None
+    StreamArn: StreamArn | None
+    DestinationStatus: DestinationStatus | None
+    UpdateKinesisStreamingConfiguration: UpdateKinesisStreamingConfiguration | None
 
 
 class UpdateTableInput(ServiceRequest):
-    AttributeDefinitions: Optional[AttributeDefinitions]
+    AttributeDefinitions: AttributeDefinitions | None
     TableName: TableArn
-    BillingMode: Optional[BillingMode]
-    ProvisionedThroughput: Optional[ProvisionedThroughput]
-    GlobalSecondaryIndexUpdates: Optional[GlobalSecondaryIndexUpdateList]
-    StreamSpecification: Optional[StreamSpecification]
-    SSESpecification: Optional[SSESpecification]
-    ReplicaUpdates: Optional[ReplicationGroupUpdateList]
-    TableClass: Optional[TableClass]
-    DeletionProtectionEnabled: Optional[DeletionProtectionEnabled]
-    MultiRegionConsistency: Optional[MultiRegionConsistency]
-    GlobalTableWitnessUpdates: Optional[GlobalTableWitnessGroupUpdateList]
-    OnDemandThroughput: Optional[OnDemandThroughput]
-    WarmThroughput: Optional[WarmThroughput]
+    BillingMode: BillingMode | None
+    ProvisionedThroughput: ProvisionedThroughput | None
+    GlobalSecondaryIndexUpdates: GlobalSecondaryIndexUpdateList | None
+    StreamSpecification: StreamSpecification | None
+    SSESpecification: SSESpecification | None
+    ReplicaUpdates: ReplicationGroupUpdateList | None
+    TableClass: TableClass | None
+    DeletionProtectionEnabled: DeletionProtectionEnabled | None
+    MultiRegionConsistency: MultiRegionConsistency | None
+    GlobalTableWitnessUpdates: GlobalTableWitnessGroupUpdateList | None
+    OnDemandThroughput: OnDemandThroughput | None
+    WarmThroughput: WarmThroughput | None
 
 
 class UpdateTableOutput(TypedDict, total=False):
-    TableDescription: Optional[TableDescription]
+    TableDescription: TableDescription | None
 
 
 class UpdateTableReplicaAutoScalingInput(ServiceRequest):
-    GlobalSecondaryIndexUpdates: Optional[GlobalSecondaryIndexAutoScalingUpdateList]
+    GlobalSecondaryIndexUpdates: GlobalSecondaryIndexAutoScalingUpdateList | None
     TableName: TableArn
-    ProvisionedWriteCapacityAutoScalingUpdate: Optional[AutoScalingSettingsUpdate]
-    ReplicaUpdates: Optional[ReplicaAutoScalingUpdateList]
+    ProvisionedWriteCapacityAutoScalingUpdate: AutoScalingSettingsUpdate | None
+    ReplicaUpdates: ReplicaAutoScalingUpdateList | None
 
 
 class UpdateTableReplicaAutoScalingOutput(TypedDict, total=False):
-    TableAutoScalingDescription: Optional[TableAutoScalingDescription]
+    TableAutoScalingDescription: TableAutoScalingDescription | None
 
 
 class UpdateTimeToLiveInput(ServiceRequest):
@@ -2341,12 +2335,12 @@ class UpdateTimeToLiveInput(ServiceRequest):
 
 
 class UpdateTimeToLiveOutput(TypedDict, total=False):
-    TimeToLiveSpecification: Optional[TimeToLiveSpecification]
+    TimeToLiveSpecification: TimeToLiveSpecification | None
 
 
 class DynamodbApi:
-    service = "dynamodb"
-    version = "2012-08-10"
+    service: str = "dynamodb"
+    version: str = "2012-08-10"
 
     @handler("BatchExecuteStatement")
     def batch_execute_statement(
diff --git a/localstack-core/localstack/aws/api/dynamodbstreams/__init__.py b/localstack-core/localstack/aws/api/dynamodbstreams/__init__.py
index 8d550fd1f1f6c..d387a1bf3d58e 100644
--- a/localstack-core/localstack/aws/api/dynamodbstreams/__init__.py
+++ b/localstack-core/localstack/aws/api/dynamodbstreams/__init__.py
@@ -1,6 +1,6 @@
 from datetime import datetime
 from enum import StrEnum
-from typing import Dict, List, Optional, TypedDict
+from typing import TypedDict
 
 from localstack.aws.api import RequestContext, ServiceException, ServiceRequest, handler
 
@@ -87,52 +87,52 @@ class TrimmedDataAccessException(ServiceException):
 
 
 class AttributeValue(TypedDict, total=False):
-    S: Optional["StringAttributeValue"]
-    N: Optional["NumberAttributeValue"]
-    B: Optional["BinaryAttributeValue"]
-    SS: Optional["StringSetAttributeValue"]
-    NS: Optional["NumberSetAttributeValue"]
-    BS: Optional["BinarySetAttributeValue"]
-    M: Optional["MapAttributeValue"]
-    L: Optional["ListAttributeValue"]
-    NULL: Optional["NullAttributeValue"]
-    BOOL: Optional["BooleanAttributeValue"]
-
-
-ListAttributeValue = List[AttributeValue]
-MapAttributeValue = Dict[AttributeName, AttributeValue]
+    S: "StringAttributeValue | None"
+    N: "NumberAttributeValue | None"
+    B: "BinaryAttributeValue | None"
+    SS: "StringSetAttributeValue | None"
+    NS: "NumberSetAttributeValue | None"
+    BS: "BinarySetAttributeValue | None"
+    M: "MapAttributeValue | None"
+    L: "ListAttributeValue | None"
+    NULL: "NullAttributeValue | None"
+    BOOL: "BooleanAttributeValue | None"
+
+
+ListAttributeValue = list[AttributeValue]
+MapAttributeValue = dict[AttributeName, AttributeValue]
 BinaryAttributeValue = bytes
-BinarySetAttributeValue = List[BinaryAttributeValue]
-NumberSetAttributeValue = List[NumberAttributeValue]
-StringSetAttributeValue = List[StringAttributeValue]
-AttributeMap = Dict[AttributeName, AttributeValue]
+BinarySetAttributeValue = list[BinaryAttributeValue]
+NumberSetAttributeValue = list[NumberAttributeValue]
+StringSetAttributeValue = list[StringAttributeValue]
+AttributeMap = dict[AttributeName, AttributeValue]
 Date = datetime
 
 
 class ShardFilter(TypedDict, total=False):
-    Type: Optional[ShardFilterType]
-    ShardId: Optional[ShardId]
+    Type: ShardFilterType | None
+    ShardId: ShardId | None
 
 
 class DescribeStreamInput(ServiceRequest):
     StreamArn: StreamArn
-    Limit: Optional[PositiveIntegerObject]
-    ExclusiveStartShardId: Optional[ShardId]
-    ShardFilter: Optional[ShardFilter]
+    Limit: PositiveIntegerObject | None
+    ExclusiveStartShardId: ShardId | None
+    ShardFilter: ShardFilter | None
 
 
 class SequenceNumberRange(TypedDict, total=False):
-    StartingSequenceNumber: Optional[SequenceNumber]
-    EndingSequenceNumber: Optional[SequenceNumber]
+    StartingSequenceNumber: SequenceNumber | None
+    EndingSequenceNumber: SequenceNumber | None
 
 
 class Shard(TypedDict, total=False):
-    ShardId: Optional[ShardId]
-    SequenceNumberRange: Optional[SequenceNumberRange]
-    ParentShardId: Optional[ShardId]
+    ShardId: ShardId | None
+    SequenceNumberRange: SequenceNumberRange | None
+    ParentShardId: ShardId | None
 
 
-ShardDescriptionList = List[Shard]
+ShardDescriptionList = list[Shard]
 
 
 class KeySchemaElement(TypedDict, total=False):
@@ -140,100 +140,100 @@ class KeySchemaElement(TypedDict, total=False):
     KeyType: KeyType
 
 
-KeySchema = List[KeySchemaElement]
+KeySchema = list[KeySchemaElement]
 
 
 class StreamDescription(TypedDict, total=False):
-    StreamArn: Optional[StreamArn]
-    StreamLabel: Optional[String]
-    StreamStatus: Optional[StreamStatus]
-    StreamViewType: Optional[StreamViewType]
-    CreationRequestDateTime: Optional[Date]
-    TableName: Optional[TableName]
-    KeySchema: Optional[KeySchema]
-    Shards: Optional[ShardDescriptionList]
-    LastEvaluatedShardId: Optional[ShardId]
+    StreamArn: StreamArn | None
+    StreamLabel: String | None
+    StreamStatus: StreamStatus | None
+    StreamViewType: StreamViewType | None
+    CreationRequestDateTime: Date | None
+    TableName: TableName | None
+    KeySchema: KeySchema | None
+    Shards: ShardDescriptionList | None
+    LastEvaluatedShardId: ShardId | None
 
 
 class DescribeStreamOutput(TypedDict, total=False):
-    StreamDescription: Optional[StreamDescription]
+    StreamDescription: StreamDescription | None
 
 
 class GetRecordsInput(ServiceRequest):
     ShardIterator: ShardIterator
-    Limit: Optional[PositiveIntegerObject]
+    Limit: PositiveIntegerObject | None
 
 
 class Identity(TypedDict, total=False):
-    PrincipalId: Optional[String]
-    Type: Optional[String]
+    PrincipalId: String | None
+    Type: String | None
 
 
 PositiveLongObject = int
 
 
 class StreamRecord(TypedDict, total=False):
-    ApproximateCreationDateTime: Optional[Date]
-    Keys: Optional[AttributeMap]
-    NewImage: Optional[AttributeMap]
-    OldImage: Optional[AttributeMap]
-    SequenceNumber: Optional[SequenceNumber]
-    SizeBytes: Optional[PositiveLongObject]
-    StreamViewType: Optional[StreamViewType]
+    ApproximateCreationDateTime: Date | None
+    Keys: AttributeMap | None
+    NewImage: AttributeMap | None
+    OldImage: AttributeMap | None
+    SequenceNumber: SequenceNumber | None
+    SizeBytes: PositiveLongObject | None
+    StreamViewType: StreamViewType | None
 
 
 class Record(TypedDict, total=False):
-    eventID: Optional[String]
-    eventName: Optional[OperationType]
-    eventVersion: Optional[String]
-    eventSource: Optional[String]
-    awsRegion: Optional[String]
-    dynamodb: Optional[StreamRecord]
-    userIdentity: Optional[Identity]
+    eventID: String | None
+    eventName: OperationType | None
+    eventVersion: String | None
+    eventSource: String | None
+    awsRegion: String | None
+    dynamodb: StreamRecord | None
+    userIdentity: Identity | None
 
 
-RecordList = List[Record]
+RecordList = list[Record]
 
 
 class GetRecordsOutput(TypedDict, total=False):
-    Records: Optional[RecordList]
-    NextShardIterator: Optional[ShardIterator]
+    Records: RecordList | None
+    NextShardIterator: ShardIterator | None
 
 
 class GetShardIteratorInput(ServiceRequest):
     StreamArn: StreamArn
     ShardId: ShardId
     ShardIteratorType: ShardIteratorType
-    SequenceNumber: Optional[SequenceNumber]
+    SequenceNumber: SequenceNumber | None
 
 
 class GetShardIteratorOutput(TypedDict, total=False):
-    ShardIterator: Optional[ShardIterator]
+    ShardIterator: ShardIterator | None
 
 
 class ListStreamsInput(ServiceRequest):
-    TableName: Optional[TableName]
-    Limit: Optional[PositiveIntegerObject]
-    ExclusiveStartStreamArn: Optional[StreamArn]
+    TableName: TableName | None
+    Limit: PositiveIntegerObject | None
+    ExclusiveStartStreamArn: StreamArn | None
 
 
 class Stream(TypedDict, total=False):
-    StreamArn: Optional[StreamArn]
-    TableName: Optional[TableName]
-    StreamLabel: Optional[String]
+    StreamArn: StreamArn | None
+    TableName: TableName | None
+    StreamLabel: String | None
 
 
-StreamList = List[Stream]
+StreamList = list[Stream]
 
 
 class ListStreamsOutput(TypedDict, total=False):
-    Streams: Optional[StreamList]
-    LastEvaluatedStreamArn: Optional[StreamArn]
+    Streams: StreamList | None
+    LastEvaluatedStreamArn: StreamArn | None
 
 
 class DynamodbstreamsApi:
-    service = "dynamodbstreams"
-    version = "2012-08-10"
+    service: str = "dynamodbstreams"
+    version: str = "2012-08-10"
 
     @handler("DescribeStream")
     def describe_stream(
diff --git a/localstack-core/localstack/aws/api/ec2/__init__.py b/localstack-core/localstack/aws/api/ec2/__init__.py
index 8b598c987a82e..19035dd305e5f 100644
--- a/localstack-core/localstack/aws/api/ec2/__init__.py
+++ b/localstack-core/localstack/aws/api/ec2/__init__.py
@@ -1,6 +1,6 @@
 from datetime import datetime
 from enum import StrEnum
-from typing import List, Optional, TypedDict
+from typing import TypedDict
 
 from localstack.aws.api import RequestContext, ServiceRequest, handler
 from localstack.aws.api import ServiceException as ServiceException
@@ -2577,6 +2577,19 @@ class InstanceType(StrEnum):
     m8a_48xlarge = "m8a.48xlarge"
     m8a_metal_24xl = "m8a.metal-24xl"
     m8a_metal_48xl = "m8a.metal-48xl"
+    trn2_3xlarge = "trn2.3xlarge"
+    r8a_medium = "r8a.medium"
+    r8a_large = "r8a.large"
+    r8a_xlarge = "r8a.xlarge"
+    r8a_2xlarge = "r8a.2xlarge"
+    r8a_4xlarge = "r8a.4xlarge"
+    r8a_8xlarge = "r8a.8xlarge"
+    r8a_12xlarge = "r8a.12xlarge"
+    r8a_16xlarge = "r8a.16xlarge"
+    r8a_24xlarge = "r8a.24xlarge"
+    r8a_48xlarge = "r8a.48xlarge"
+    r8a_metal_24xl = "r8a.metal-24xl"
+    r8a_metal_48xl = "r8a.metal-48xl"
 
 
 class InstanceTypeHypervisor(StrEnum):
@@ -2846,6 +2859,10 @@ class IpamResourceType(StrEnum):
     eni = "eni"
 
 
+class IpamScopeExternalAuthorityType(StrEnum):
+    infoblox = "infoblox"
+
+
 class IpamScopeState(StrEnum):
     create_in_progress = "create-in-progress"
     create_complete = "create-complete"
@@ -4343,851 +4360,851 @@ class scope(StrEnum):
 
 
 class AcceleratorCount(TypedDict, total=False):
-    Min: Optional[Integer]
-    Max: Optional[Integer]
+    Min: Integer | None
+    Max: Integer | None
 
 
 class AcceleratorCountRequest(TypedDict, total=False):
-    Min: Optional[Integer]
-    Max: Optional[Integer]
+    Min: Integer | None
+    Max: Integer | None
 
 
-AcceleratorManufacturerSet = List[AcceleratorManufacturer]
-AcceleratorNameSet = List[AcceleratorName]
+AcceleratorManufacturerSet = list[AcceleratorManufacturer]
+AcceleratorNameSet = list[AcceleratorName]
 
 
 class AcceleratorTotalMemoryMiB(TypedDict, total=False):
-    Min: Optional[Integer]
-    Max: Optional[Integer]
+    Min: Integer | None
+    Max: Integer | None
 
 
 class AcceleratorTotalMemoryMiBRequest(TypedDict, total=False):
-    Min: Optional[Integer]
-    Max: Optional[Integer]
+    Min: Integer | None
+    Max: Integer | None
 
 
-AcceleratorTypeSet = List[AcceleratorType]
+AcceleratorTypeSet = list[AcceleratorType]
 
 
 class Tag(TypedDict, total=False):
-    Key: Optional[String]
-    Value: Optional[String]
+    Key: String | None
+    Value: String | None
 
 
-TagList = List[Tag]
+TagList = list[Tag]
 
 
 class TagSpecification(TypedDict, total=False):
-    ResourceType: Optional[ResourceType]
-    Tags: Optional[TagList]
+    ResourceType: ResourceType | None
+    Tags: TagList | None
 
 
-TagSpecificationList = List[TagSpecification]
+TagSpecificationList = list[TagSpecification]
 
 
 class AcceptAddressTransferRequest(ServiceRequest):
     Address: String
-    TagSpecifications: Optional[TagSpecificationList]
-    DryRun: Optional[Boolean]
+    TagSpecifications: TagSpecificationList | None
+    DryRun: Boolean | None
 
 
 MillisecondDateTime = datetime
 
 
 class AddressTransfer(TypedDict, total=False):
-    PublicIp: Optional[String]
-    AllocationId: Optional[String]
-    TransferAccountId: Optional[String]
-    TransferOfferExpirationTimestamp: Optional[MillisecondDateTime]
-    TransferOfferAcceptedTimestamp: Optional[MillisecondDateTime]
-    AddressTransferStatus: Optional[AddressTransferStatus]
+    PublicIp: String | None
+    AllocationId: String | None
+    TransferAccountId: String | None
+    TransferOfferExpirationTimestamp: MillisecondDateTime | None
+    TransferOfferAcceptedTimestamp: MillisecondDateTime | None
+    AddressTransferStatus: AddressTransferStatus | None
 
 
 class AcceptAddressTransferResult(TypedDict, total=False):
-    AddressTransfer: Optional[AddressTransfer]
+    AddressTransfer: AddressTransfer | None
 
 
 class AcceptCapacityReservationBillingOwnershipRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     CapacityReservationId: CapacityReservationId
 
 
 class AcceptCapacityReservationBillingOwnershipResult(TypedDict, total=False):
-    Return: Optional[Boolean]
+    Return: Boolean | None
 
 
 class TargetConfigurationRequest(TypedDict, total=False):
-    InstanceCount: Optional[Integer]
+    InstanceCount: Integer | None
     OfferingId: ReservedInstancesOfferingId
 
 
-TargetConfigurationRequestSet = List[TargetConfigurationRequest]
-ReservedInstanceIdSet = List[ReservationId]
+TargetConfigurationRequestSet = list[TargetConfigurationRequest]
+ReservedInstanceIdSet = list[ReservationId]
 
 
 class AcceptReservedInstancesExchangeQuoteRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     ReservedInstanceIds: ReservedInstanceIdSet
-    TargetConfigurations: Optional[TargetConfigurationRequestSet]
+    TargetConfigurations: TargetConfigurationRequestSet | None
 
 
 class AcceptReservedInstancesExchangeQuoteResult(TypedDict, total=False):
-    ExchangeId: Optional[String]
+    ExchangeId: String | None
 
 
-ValueStringList = List[String]
+ValueStringList = list[String]
 
 
 class AcceptTransitGatewayMulticastDomainAssociationsRequest(ServiceRequest):
-    TransitGatewayMulticastDomainId: Optional[TransitGatewayMulticastDomainId]
-    TransitGatewayAttachmentId: Optional[TransitGatewayAttachmentId]
-    SubnetIds: Optional[ValueStringList]
-    DryRun: Optional[Boolean]
+    TransitGatewayMulticastDomainId: TransitGatewayMulticastDomainId | None
+    TransitGatewayAttachmentId: TransitGatewayAttachmentId | None
+    SubnetIds: ValueStringList | None
+    DryRun: Boolean | None
 
 
 class SubnetAssociation(TypedDict, total=False):
-    SubnetId: Optional[String]
-    State: Optional[TransitGatewayMulitcastDomainAssociationState]
+    SubnetId: String | None
+    State: TransitGatewayMulitcastDomainAssociationState | None
 
 
-SubnetAssociationList = List[SubnetAssociation]
+SubnetAssociationList = list[SubnetAssociation]
 
 
 class TransitGatewayMulticastDomainAssociations(TypedDict, total=False):
-    TransitGatewayMulticastDomainId: Optional[String]
-    TransitGatewayAttachmentId: Optional[String]
-    ResourceId: Optional[String]
-    ResourceType: Optional[TransitGatewayAttachmentResourceType]
-    ResourceOwnerId: Optional[String]
-    Subnets: Optional[SubnetAssociationList]
+    TransitGatewayMulticastDomainId: String | None
+    TransitGatewayAttachmentId: String | None
+    ResourceId: String | None
+    ResourceType: TransitGatewayAttachmentResourceType | None
+    ResourceOwnerId: String | None
+    Subnets: SubnetAssociationList | None
 
 
 class AcceptTransitGatewayMulticastDomainAssociationsResult(TypedDict, total=False):
-    Associations: Optional[TransitGatewayMulticastDomainAssociations]
+    Associations: TransitGatewayMulticastDomainAssociations | None
 
 
 class AcceptTransitGatewayPeeringAttachmentRequest(ServiceRequest):
     TransitGatewayAttachmentId: TransitGatewayAttachmentId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 DateTime = datetime
 
 
 class PeeringAttachmentStatus(TypedDict, total=False):
-    Code: Optional[String]
-    Message: Optional[String]
+    Code: String | None
+    Message: String | None
 
 
 class TransitGatewayPeeringAttachmentOptions(TypedDict, total=False):
-    DynamicRouting: Optional[DynamicRoutingValue]
+    DynamicRouting: DynamicRoutingValue | None
 
 
 class PeeringTgwInfo(TypedDict, total=False):
-    TransitGatewayId: Optional[String]
-    CoreNetworkId: Optional[String]
-    OwnerId: Optional[String]
-    Region: Optional[String]
+    TransitGatewayId: String | None
+    CoreNetworkId: String | None
+    OwnerId: String | None
+    Region: String | None
 
 
 class TransitGatewayPeeringAttachment(TypedDict, total=False):
-    TransitGatewayAttachmentId: Optional[String]
-    AccepterTransitGatewayAttachmentId: Optional[String]
-    RequesterTgwInfo: Optional[PeeringTgwInfo]
-    AccepterTgwInfo: Optional[PeeringTgwInfo]
-    Options: Optional[TransitGatewayPeeringAttachmentOptions]
-    Status: Optional[PeeringAttachmentStatus]
-    State: Optional[TransitGatewayAttachmentState]
-    CreationTime: Optional[DateTime]
-    Tags: Optional[TagList]
+    TransitGatewayAttachmentId: String | None
+    AccepterTransitGatewayAttachmentId: String | None
+    RequesterTgwInfo: PeeringTgwInfo | None
+    AccepterTgwInfo: PeeringTgwInfo | None
+    Options: TransitGatewayPeeringAttachmentOptions | None
+    Status: PeeringAttachmentStatus | None
+    State: TransitGatewayAttachmentState | None
+    CreationTime: DateTime | None
+    Tags: TagList | None
 
 
 class AcceptTransitGatewayPeeringAttachmentResult(TypedDict, total=False):
-    TransitGatewayPeeringAttachment: Optional[TransitGatewayPeeringAttachment]
+    TransitGatewayPeeringAttachment: TransitGatewayPeeringAttachment | None
 
 
 class AcceptTransitGatewayVpcAttachmentRequest(ServiceRequest):
     TransitGatewayAttachmentId: TransitGatewayAttachmentId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class TransitGatewayVpcAttachmentOptions(TypedDict, total=False):
-    DnsSupport: Optional[DnsSupportValue]
-    SecurityGroupReferencingSupport: Optional[SecurityGroupReferencingSupportValue]
-    Ipv6Support: Optional[Ipv6SupportValue]
-    ApplianceModeSupport: Optional[ApplianceModeSupportValue]
+    DnsSupport: DnsSupportValue | None
+    SecurityGroupReferencingSupport: SecurityGroupReferencingSupportValue | None
+    Ipv6Support: Ipv6SupportValue | None
+    ApplianceModeSupport: ApplianceModeSupportValue | None
 
 
 class TransitGatewayVpcAttachment(TypedDict, total=False):
-    TransitGatewayAttachmentId: Optional[String]
-    TransitGatewayId: Optional[String]
-    VpcId: Optional[String]
-    VpcOwnerId: Optional[String]
-    State: Optional[TransitGatewayAttachmentState]
-    SubnetIds: Optional[ValueStringList]
-    CreationTime: Optional[DateTime]
-    Options: Optional[TransitGatewayVpcAttachmentOptions]
-    Tags: Optional[TagList]
+    TransitGatewayAttachmentId: String | None
+    TransitGatewayId: String | None
+    VpcId: String | None
+    VpcOwnerId: String | None
+    State: TransitGatewayAttachmentState | None
+    SubnetIds: ValueStringList | None
+    CreationTime: DateTime | None
+    Options: TransitGatewayVpcAttachmentOptions | None
+    Tags: TagList | None
 
 
 class AcceptTransitGatewayVpcAttachmentResult(TypedDict, total=False):
-    TransitGatewayVpcAttachment: Optional[TransitGatewayVpcAttachment]
+    TransitGatewayVpcAttachment: TransitGatewayVpcAttachment | None
 
 
-VpcEndpointIdList = List[VpcEndpointId]
+VpcEndpointIdList = list[VpcEndpointId]
 
 
 class AcceptVpcEndpointConnectionsRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     ServiceId: VpcEndpointServiceId
     VpcEndpointIds: VpcEndpointIdList
 
 
 class UnsuccessfulItemError(TypedDict, total=False):
-    Code: Optional[String]
-    Message: Optional[String]
+    Code: String | None
+    Message: String | None
 
 
 class UnsuccessfulItem(TypedDict, total=False):
-    Error: Optional[UnsuccessfulItemError]
-    ResourceId: Optional[String]
+    Error: UnsuccessfulItemError | None
+    ResourceId: String | None
 
 
-UnsuccessfulItemSet = List[UnsuccessfulItem]
+UnsuccessfulItemSet = list[UnsuccessfulItem]
 
 
 class AcceptVpcEndpointConnectionsResult(TypedDict, total=False):
-    Unsuccessful: Optional[UnsuccessfulItemSet]
+    Unsuccessful: UnsuccessfulItemSet | None
 
 
 class AcceptVpcPeeringConnectionRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     VpcPeeringConnectionId: VpcPeeringConnectionIdWithResolver
 
 
 class VpcPeeringConnectionStateReason(TypedDict, total=False):
-    Code: Optional[VpcPeeringConnectionStateReasonCode]
-    Message: Optional[String]
+    Code: VpcPeeringConnectionStateReasonCode | None
+    Message: String | None
 
 
 class VpcPeeringConnectionOptionsDescription(TypedDict, total=False):
-    AllowDnsResolutionFromRemoteVpc: Optional[Boolean]
-    AllowEgressFromLocalClassicLinkToRemoteVpc: Optional[Boolean]
-    AllowEgressFromLocalVpcToRemoteClassicLink: Optional[Boolean]
+    AllowDnsResolutionFromRemoteVpc: Boolean | None
+    AllowEgressFromLocalClassicLinkToRemoteVpc: Boolean | None
+    AllowEgressFromLocalVpcToRemoteClassicLink: Boolean | None
 
 
 class CidrBlock(TypedDict, total=False):
-    CidrBlock: Optional[String]
+    CidrBlock: String | None
 
 
-CidrBlockSet = List[CidrBlock]
+CidrBlockSet = list[CidrBlock]
 
 
 class Ipv6CidrBlock(TypedDict, total=False):
-    Ipv6CidrBlock: Optional[String]
+    Ipv6CidrBlock: String | None
 
 
-Ipv6CidrBlockSet = List[Ipv6CidrBlock]
+Ipv6CidrBlockSet = list[Ipv6CidrBlock]
 
 
 class VpcPeeringConnectionVpcInfo(TypedDict, total=False):
-    CidrBlock: Optional[String]
-    Ipv6CidrBlockSet: Optional[Ipv6CidrBlockSet]
-    CidrBlockSet: Optional[CidrBlockSet]
-    OwnerId: Optional[String]
-    PeeringOptions: Optional[VpcPeeringConnectionOptionsDescription]
-    VpcId: Optional[String]
-    Region: Optional[String]
+    CidrBlock: String | None
+    Ipv6CidrBlockSet: Ipv6CidrBlockSet | None
+    CidrBlockSet: CidrBlockSet | None
+    OwnerId: String | None
+    PeeringOptions: VpcPeeringConnectionOptionsDescription | None
+    VpcId: String | None
+    Region: String | None
 
 
 class VpcPeeringConnection(TypedDict, total=False):
-    AccepterVpcInfo: Optional[VpcPeeringConnectionVpcInfo]
-    ExpirationTime: Optional[DateTime]
-    RequesterVpcInfo: Optional[VpcPeeringConnectionVpcInfo]
-    Status: Optional[VpcPeeringConnectionStateReason]
-    Tags: Optional[TagList]
-    VpcPeeringConnectionId: Optional[String]
+    AccepterVpcInfo: VpcPeeringConnectionVpcInfo | None
+    ExpirationTime: DateTime | None
+    RequesterVpcInfo: VpcPeeringConnectionVpcInfo | None
+    Status: VpcPeeringConnectionStateReason | None
+    Tags: TagList | None
+    VpcPeeringConnectionId: String | None
 
 
 class AcceptVpcPeeringConnectionResult(TypedDict, total=False):
-    VpcPeeringConnection: Optional[VpcPeeringConnection]
+    VpcPeeringConnection: VpcPeeringConnection | None
 
 
 class PortRange(TypedDict, total=False):
-    From: Optional[Integer]
-    To: Optional[Integer]
+    From: Integer | None
+    To: Integer | None
 
 
-PortRangeList = List[PortRange]
+PortRangeList = list[PortRange]
 
 
 class FirewallStatefulRule(TypedDict, total=False):
-    RuleGroupArn: Optional[ResourceArn]
-    Sources: Optional[ValueStringList]
-    Destinations: Optional[ValueStringList]
-    SourcePorts: Optional[PortRangeList]
-    DestinationPorts: Optional[PortRangeList]
-    Protocol: Optional[String]
-    RuleAction: Optional[String]
-    Direction: Optional[String]
+    RuleGroupArn: ResourceArn | None
+    Sources: ValueStringList | None
+    Destinations: ValueStringList | None
+    SourcePorts: PortRangeList | None
+    DestinationPorts: PortRangeList | None
+    Protocol: String | None
+    RuleAction: String | None
+    Direction: String | None
 
 
-ProtocolIntList = List[ProtocolInt]
+ProtocolIntList = list[ProtocolInt]
 
 
 class FirewallStatelessRule(TypedDict, total=False):
-    RuleGroupArn: Optional[ResourceArn]
-    Sources: Optional[ValueStringList]
-    Destinations: Optional[ValueStringList]
-    SourcePorts: Optional[PortRangeList]
-    DestinationPorts: Optional[PortRangeList]
-    Protocols: Optional[ProtocolIntList]
-    RuleAction: Optional[String]
-    Priority: Optional[Priority]
+    RuleGroupArn: ResourceArn | None
+    Sources: ValueStringList | None
+    Destinations: ValueStringList | None
+    SourcePorts: PortRangeList | None
+    DestinationPorts: PortRangeList | None
+    Protocols: ProtocolIntList | None
+    RuleAction: String | None
+    Priority: Priority | None
 
 
 class AnalysisComponent(TypedDict, total=False):
-    Id: Optional[String]
-    Arn: Optional[String]
-    Name: Optional[String]
+    Id: String | None
+    Arn: String | None
+    Name: String | None
 
 
 class TransitGatewayRouteTableRoute(TypedDict, total=False):
-    DestinationCidr: Optional[String]
-    State: Optional[String]
-    RouteOrigin: Optional[String]
-    PrefixListId: Optional[String]
-    AttachmentId: Optional[String]
-    ResourceId: Optional[String]
-    ResourceType: Optional[String]
+    DestinationCidr: String | None
+    State: String | None
+    RouteOrigin: String | None
+    PrefixListId: String | None
+    AttachmentId: String | None
+    ResourceId: String | None
+    ResourceType: String | None
 
 
-AnalysisComponentList = List[AnalysisComponent]
+AnalysisComponentList = list[AnalysisComponent]
 
 
 class AnalysisSecurityGroupRule(TypedDict, total=False):
-    Cidr: Optional[String]
-    Direction: Optional[String]
-    SecurityGroupId: Optional[String]
-    PortRange: Optional[PortRange]
-    PrefixListId: Optional[String]
-    Protocol: Optional[String]
+    Cidr: String | None
+    Direction: String | None
+    SecurityGroupId: String | None
+    PortRange: PortRange | None
+    PrefixListId: String | None
+    Protocol: String | None
 
 
 class AnalysisRouteTableRoute(TypedDict, total=False):
-    DestinationCidr: Optional[String]
-    DestinationPrefixListId: Optional[String]
-    EgressOnlyInternetGatewayId: Optional[String]
-    GatewayId: Optional[String]
-    InstanceId: Optional[String]
-    NatGatewayId: Optional[String]
-    NetworkInterfaceId: Optional[String]
-    Origin: Optional[String]
-    TransitGatewayId: Optional[String]
-    VpcPeeringConnectionId: Optional[String]
-    State: Optional[String]
-    CarrierGatewayId: Optional[String]
-    CoreNetworkArn: Optional[ResourceArn]
-    LocalGatewayId: Optional[String]
+    DestinationCidr: String | None
+    DestinationPrefixListId: String | None
+    EgressOnlyInternetGatewayId: String | None
+    GatewayId: String | None
+    InstanceId: String | None
+    NatGatewayId: String | None
+    NetworkInterfaceId: String | None
+    Origin: String | None
+    TransitGatewayId: String | None
+    VpcPeeringConnectionId: String | None
+    State: String | None
+    CarrierGatewayId: String | None
+    CoreNetworkArn: ResourceArn | None
+    LocalGatewayId: String | None
 
 
-StringList = List[String]
+StringList = list[String]
 
 
 class AnalysisLoadBalancerTarget(TypedDict, total=False):
-    Address: Optional[IpAddress]
-    AvailabilityZone: Optional[String]
-    AvailabilityZoneId: Optional[String]
-    Instance: Optional[AnalysisComponent]
-    Port: Optional[Port]
+    Address: IpAddress | None
+    AvailabilityZone: String | None
+    AvailabilityZoneId: String | None
+    Instance: AnalysisComponent | None
+    Port: Port | None
 
 
 class AnalysisLoadBalancerListener(TypedDict, total=False):
-    LoadBalancerPort: Optional[Port]
-    InstancePort: Optional[Port]
+    LoadBalancerPort: Port | None
+    InstancePort: Port | None
 
 
-IpAddressList = List[IpAddress]
+IpAddressList = list[IpAddress]
 
 
 class AnalysisAclRule(TypedDict, total=False):
-    Cidr: Optional[String]
-    Egress: Optional[Boolean]
-    PortRange: Optional[PortRange]
-    Protocol: Optional[String]
-    RuleAction: Optional[String]
-    RuleNumber: Optional[Integer]
+    Cidr: String | None
+    Egress: Boolean | None
+    PortRange: PortRange | None
+    Protocol: String | None
+    RuleAction: String | None
+    RuleNumber: Integer | None
 
 
 class Explanation(TypedDict, total=False):
-    Acl: Optional[AnalysisComponent]
-    AclRule: Optional[AnalysisAclRule]
-    Address: Optional[IpAddress]
-    Addresses: Optional[IpAddressList]
-    AttachedTo: Optional[AnalysisComponent]
-    AvailabilityZones: Optional[ValueStringList]
-    AvailabilityZoneIds: Optional[ValueStringList]
-    Cidrs: Optional[ValueStringList]
-    Component: Optional[AnalysisComponent]
-    CustomerGateway: Optional[AnalysisComponent]
-    Destination: Optional[AnalysisComponent]
-    DestinationVpc: Optional[AnalysisComponent]
-    Direction: Optional[String]
-    ExplanationCode: Optional[String]
-    IngressRouteTable: Optional[AnalysisComponent]
-    InternetGateway: Optional[AnalysisComponent]
-    LoadBalancerArn: Optional[ResourceArn]
-    ClassicLoadBalancerListener: Optional[AnalysisLoadBalancerListener]
-    LoadBalancerListenerPort: Optional[Port]
-    LoadBalancerTarget: Optional[AnalysisLoadBalancerTarget]
-    LoadBalancerTargetGroup: Optional[AnalysisComponent]
-    LoadBalancerTargetGroups: Optional[AnalysisComponentList]
-    LoadBalancerTargetPort: Optional[Port]
-    ElasticLoadBalancerListener: Optional[AnalysisComponent]
-    MissingComponent: Optional[String]
-    NatGateway: Optional[AnalysisComponent]
-    NetworkInterface: Optional[AnalysisComponent]
-    PacketField: Optional[String]
-    VpcPeeringConnection: Optional[AnalysisComponent]
-    Port: Optional[Port]
-    PortRanges: Optional[PortRangeList]
-    PrefixList: Optional[AnalysisComponent]
-    Protocols: Optional[StringList]
-    RouteTableRoute: Optional[AnalysisRouteTableRoute]
-    RouteTable: Optional[AnalysisComponent]
-    SecurityGroup: Optional[AnalysisComponent]
-    SecurityGroupRule: Optional[AnalysisSecurityGroupRule]
-    SecurityGroups: Optional[AnalysisComponentList]
-    SourceVpc: Optional[AnalysisComponent]
-    State: Optional[String]
-    Subnet: Optional[AnalysisComponent]
-    SubnetRouteTable: Optional[AnalysisComponent]
-    Vpc: Optional[AnalysisComponent]
-    VpcEndpoint: Optional[AnalysisComponent]
-    VpnConnection: Optional[AnalysisComponent]
-    VpnGateway: Optional[AnalysisComponent]
-    TransitGateway: Optional[AnalysisComponent]
-    TransitGatewayRouteTable: Optional[AnalysisComponent]
-    TransitGatewayRouteTableRoute: Optional[TransitGatewayRouteTableRoute]
-    TransitGatewayAttachment: Optional[AnalysisComponent]
-    ComponentAccount: Optional[ComponentAccount]
-    ComponentRegion: Optional[ComponentRegion]
-    FirewallStatelessRule: Optional[FirewallStatelessRule]
-    FirewallStatefulRule: Optional[FirewallStatefulRule]
-
-
-ExplanationList = List[Explanation]
+    Acl: AnalysisComponent | None
+    AclRule: AnalysisAclRule | None
+    Address: IpAddress | None
+    Addresses: IpAddressList | None
+    AttachedTo: AnalysisComponent | None
+    AvailabilityZones: ValueStringList | None
+    AvailabilityZoneIds: ValueStringList | None
+    Cidrs: ValueStringList | None
+    Component: AnalysisComponent | None
+    CustomerGateway: AnalysisComponent | None
+    Destination: AnalysisComponent | None
+    DestinationVpc: AnalysisComponent | None
+    Direction: String | None
+    ExplanationCode: String | None
+    IngressRouteTable: AnalysisComponent | None
+    InternetGateway: AnalysisComponent | None
+    LoadBalancerArn: ResourceArn | None
+    ClassicLoadBalancerListener: AnalysisLoadBalancerListener | None
+    LoadBalancerListenerPort: Port | None
+    LoadBalancerTarget: AnalysisLoadBalancerTarget | None
+    LoadBalancerTargetGroup: AnalysisComponent | None
+    LoadBalancerTargetGroups: AnalysisComponentList | None
+    LoadBalancerTargetPort: Port | None
+    ElasticLoadBalancerListener: AnalysisComponent | None
+    MissingComponent: String | None
+    NatGateway: AnalysisComponent | None
+    NetworkInterface: AnalysisComponent | None
+    PacketField: String | None
+    VpcPeeringConnection: AnalysisComponent | None
+    Port: Port | None
+    PortRanges: PortRangeList | None
+    PrefixList: AnalysisComponent | None
+    Protocols: StringList | None
+    RouteTableRoute: AnalysisRouteTableRoute | None
+    RouteTable: AnalysisComponent | None
+    SecurityGroup: AnalysisComponent | None
+    SecurityGroupRule: AnalysisSecurityGroupRule | None
+    SecurityGroups: AnalysisComponentList | None
+    SourceVpc: AnalysisComponent | None
+    State: String | None
+    Subnet: AnalysisComponent | None
+    SubnetRouteTable: AnalysisComponent | None
+    Vpc: AnalysisComponent | None
+    VpcEndpoint: AnalysisComponent | None
+    VpnConnection: AnalysisComponent | None
+    VpnGateway: AnalysisComponent | None
+    TransitGateway: AnalysisComponent | None
+    TransitGatewayRouteTable: AnalysisComponent | None
+    TransitGatewayRouteTableRoute: TransitGatewayRouteTableRoute | None
+    TransitGatewayAttachment: AnalysisComponent | None
+    ComponentAccount: ComponentAccount | None
+    ComponentRegion: ComponentRegion | None
+    FirewallStatelessRule: FirewallStatelessRule | None
+    FirewallStatefulRule: FirewallStatefulRule | None
+
+
+ExplanationList = list[Explanation]
 
 
 class RuleOption(TypedDict, total=False):
-    Keyword: Optional[String]
-    Settings: Optional[StringList]
+    Keyword: String | None
+    Settings: StringList | None
 
 
-RuleOptionList = List[RuleOption]
+RuleOptionList = list[RuleOption]
 
 
 class RuleGroupRuleOptionsPair(TypedDict, total=False):
-    RuleGroupArn: Optional[ResourceArn]
-    RuleOptions: Optional[RuleOptionList]
+    RuleGroupArn: ResourceArn | None
+    RuleOptions: RuleOptionList | None
 
 
-RuleGroupRuleOptionsPairList = List[RuleGroupRuleOptionsPair]
+RuleGroupRuleOptionsPairList = list[RuleGroupRuleOptionsPair]
 
 
 class RuleGroupTypePair(TypedDict, total=False):
-    RuleGroupArn: Optional[ResourceArn]
-    RuleGroupType: Optional[String]
+    RuleGroupArn: ResourceArn | None
+    RuleGroupType: String | None
 
 
-RuleGroupTypePairList = List[RuleGroupTypePair]
+RuleGroupTypePairList = list[RuleGroupTypePair]
 
 
 class AdditionalDetail(TypedDict, total=False):
-    AdditionalDetailType: Optional[String]
-    Component: Optional[AnalysisComponent]
-    VpcEndpointService: Optional[AnalysisComponent]
-    RuleOptions: Optional[RuleOptionList]
-    RuleGroupTypePairs: Optional[RuleGroupTypePairList]
-    RuleGroupRuleOptionsPairs: Optional[RuleGroupRuleOptionsPairList]
-    ServiceName: Optional[String]
-    LoadBalancers: Optional[AnalysisComponentList]
+    AdditionalDetailType: String | None
+    Component: AnalysisComponent | None
+    VpcEndpointService: AnalysisComponent | None
+    RuleOptions: RuleOptionList | None
+    RuleGroupTypePairs: RuleGroupTypePairList | None
+    RuleGroupRuleOptionsPairs: RuleGroupRuleOptionsPairList | None
+    ServiceName: String | None
+    LoadBalancers: AnalysisComponentList | None
 
 
-AdditionalDetailList = List[AdditionalDetail]
+AdditionalDetailList = list[AdditionalDetail]
 
 
 class AnalysisPacketHeader(TypedDict, total=False):
-    DestinationAddresses: Optional[IpAddressList]
-    DestinationPortRanges: Optional[PortRangeList]
-    Protocol: Optional[String]
-    SourceAddresses: Optional[IpAddressList]
-    SourcePortRanges: Optional[PortRangeList]
+    DestinationAddresses: IpAddressList | None
+    DestinationPortRanges: PortRangeList | None
+    Protocol: String | None
+    SourceAddresses: IpAddressList | None
+    SourcePortRanges: PortRangeList | None
 
 
 class PathComponent(TypedDict, total=False):
-    SequenceNumber: Optional[Integer]
-    AclRule: Optional[AnalysisAclRule]
-    AttachedTo: Optional[AnalysisComponent]
-    Component: Optional[AnalysisComponent]
-    DestinationVpc: Optional[AnalysisComponent]
-    OutboundHeader: Optional[AnalysisPacketHeader]
-    InboundHeader: Optional[AnalysisPacketHeader]
-    RouteTableRoute: Optional[AnalysisRouteTableRoute]
-    SecurityGroupRule: Optional[AnalysisSecurityGroupRule]
-    SourceVpc: Optional[AnalysisComponent]
-    Subnet: Optional[AnalysisComponent]
-    Vpc: Optional[AnalysisComponent]
-    AdditionalDetails: Optional[AdditionalDetailList]
-    TransitGateway: Optional[AnalysisComponent]
-    TransitGatewayRouteTableRoute: Optional[TransitGatewayRouteTableRoute]
-    Explanations: Optional[ExplanationList]
-    ElasticLoadBalancerListener: Optional[AnalysisComponent]
-    FirewallStatelessRule: Optional[FirewallStatelessRule]
-    FirewallStatefulRule: Optional[FirewallStatefulRule]
-    ServiceName: Optional[String]
-
-
-PathComponentList = List[PathComponent]
+    SequenceNumber: Integer | None
+    AclRule: AnalysisAclRule | None
+    AttachedTo: AnalysisComponent | None
+    Component: AnalysisComponent | None
+    DestinationVpc: AnalysisComponent | None
+    OutboundHeader: AnalysisPacketHeader | None
+    InboundHeader: AnalysisPacketHeader | None
+    RouteTableRoute: AnalysisRouteTableRoute | None
+    SecurityGroupRule: AnalysisSecurityGroupRule | None
+    SourceVpc: AnalysisComponent | None
+    Subnet: AnalysisComponent | None
+    Vpc: AnalysisComponent | None
+    AdditionalDetails: AdditionalDetailList | None
+    TransitGateway: AnalysisComponent | None
+    TransitGatewayRouteTableRoute: TransitGatewayRouteTableRoute | None
+    Explanations: ExplanationList | None
+    ElasticLoadBalancerListener: AnalysisComponent | None
+    FirewallStatelessRule: FirewallStatelessRule | None
+    FirewallStatefulRule: FirewallStatefulRule | None
+    ServiceName: String | None
+
+
+PathComponentList = list[PathComponent]
 
 
 class AccessScopeAnalysisFinding(TypedDict, total=False):
-    NetworkInsightsAccessScopeAnalysisId: Optional[NetworkInsightsAccessScopeAnalysisId]
-    NetworkInsightsAccessScopeId: Optional[NetworkInsightsAccessScopeId]
-    FindingId: Optional[String]
-    FindingComponents: Optional[PathComponentList]
+    NetworkInsightsAccessScopeAnalysisId: NetworkInsightsAccessScopeAnalysisId | None
+    NetworkInsightsAccessScopeId: NetworkInsightsAccessScopeId | None
+    FindingId: String | None
+    FindingComponents: PathComponentList | None
 
 
-AccessScopeAnalysisFindingList = List[AccessScopeAnalysisFinding]
+AccessScopeAnalysisFindingList = list[AccessScopeAnalysisFinding]
 
 
 class ResourceStatement(TypedDict, total=False):
-    Resources: Optional[ValueStringList]
-    ResourceTypes: Optional[ValueStringList]
+    Resources: ValueStringList | None
+    ResourceTypes: ValueStringList | None
 
 
 class ThroughResourcesStatement(TypedDict, total=False):
-    ResourceStatement: Optional[ResourceStatement]
+    ResourceStatement: ResourceStatement | None
 
 
-ThroughResourcesStatementList = List[ThroughResourcesStatement]
-ProtocolList = List[Protocol]
+ThroughResourcesStatementList = list[ThroughResourcesStatement]
+ProtocolList = list[Protocol]
 
 
 class PacketHeaderStatement(TypedDict, total=False):
-    SourceAddresses: Optional[ValueStringList]
-    DestinationAddresses: Optional[ValueStringList]
-    SourcePorts: Optional[ValueStringList]
-    DestinationPorts: Optional[ValueStringList]
-    SourcePrefixLists: Optional[ValueStringList]
-    DestinationPrefixLists: Optional[ValueStringList]
-    Protocols: Optional[ProtocolList]
+    SourceAddresses: ValueStringList | None
+    DestinationAddresses: ValueStringList | None
+    SourcePorts: ValueStringList | None
+    DestinationPorts: ValueStringList | None
+    SourcePrefixLists: ValueStringList | None
+    DestinationPrefixLists: ValueStringList | None
+    Protocols: ProtocolList | None
 
 
 class PathStatement(TypedDict, total=False):
-    PacketHeaderStatement: Optional[PacketHeaderStatement]
-    ResourceStatement: Optional[ResourceStatement]
+    PacketHeaderStatement: PacketHeaderStatement | None
+    ResourceStatement: ResourceStatement | None
 
 
 class AccessScopePath(TypedDict, total=False):
-    Source: Optional[PathStatement]
-    Destination: Optional[PathStatement]
-    ThroughResources: Optional[ThroughResourcesStatementList]
+    Source: PathStatement | None
+    Destination: PathStatement | None
+    ThroughResources: ThroughResourcesStatementList | None
 
 
-AccessScopePathList = List[AccessScopePath]
+AccessScopePathList = list[AccessScopePath]
 
 
 class ResourceStatementRequest(TypedDict, total=False):
-    Resources: Optional[ValueStringList]
-    ResourceTypes: Optional[ValueStringList]
+    Resources: ValueStringList | None
+    ResourceTypes: ValueStringList | None
 
 
 class ThroughResourcesStatementRequest(TypedDict, total=False):
-    ResourceStatement: Optional[ResourceStatementRequest]
+    ResourceStatement: ResourceStatementRequest | None
 
 
-ThroughResourcesStatementRequestList = List[ThroughResourcesStatementRequest]
+ThroughResourcesStatementRequestList = list[ThroughResourcesStatementRequest]
 
 
 class PacketHeaderStatementRequest(TypedDict, total=False):
-    SourceAddresses: Optional[ValueStringList]
-    DestinationAddresses: Optional[ValueStringList]
-    SourcePorts: Optional[ValueStringList]
-    DestinationPorts: Optional[ValueStringList]
-    SourcePrefixLists: Optional[ValueStringList]
-    DestinationPrefixLists: Optional[ValueStringList]
-    Protocols: Optional[ProtocolList]
+    SourceAddresses: ValueStringList | None
+    DestinationAddresses: ValueStringList | None
+    SourcePorts: ValueStringList | None
+    DestinationPorts: ValueStringList | None
+    SourcePrefixLists: ValueStringList | None
+    DestinationPrefixLists: ValueStringList | None
+    Protocols: ProtocolList | None
 
 
 class PathStatementRequest(TypedDict, total=False):
-    PacketHeaderStatement: Optional[PacketHeaderStatementRequest]
-    ResourceStatement: Optional[ResourceStatementRequest]
+    PacketHeaderStatement: PacketHeaderStatementRequest | None
+    ResourceStatement: ResourceStatementRequest | None
 
 
 class AccessScopePathRequest(TypedDict, total=False):
-    Source: Optional[PathStatementRequest]
-    Destination: Optional[PathStatementRequest]
-    ThroughResources: Optional[ThroughResourcesStatementRequestList]
+    Source: PathStatementRequest | None
+    Destination: PathStatementRequest | None
+    ThroughResources: ThroughResourcesStatementRequestList | None
 
 
-AccessScopePathListRequest = List[AccessScopePathRequest]
+AccessScopePathListRequest = list[AccessScopePathRequest]
 
 
 class AccountAttributeValue(TypedDict, total=False):
-    AttributeValue: Optional[String]
+    AttributeValue: String | None
 
 
-AccountAttributeValueList = List[AccountAttributeValue]
+AccountAttributeValueList = list[AccountAttributeValue]
 
 
 class AccountAttribute(TypedDict, total=False):
-    AttributeName: Optional[String]
-    AttributeValues: Optional[AccountAttributeValueList]
+    AttributeName: String | None
+    AttributeValues: AccountAttributeValueList | None
 
 
-AccountAttributeList = List[AccountAttribute]
-AccountAttributeNameStringList = List[AccountAttributeName]
+AccountAttributeList = list[AccountAttribute]
+AccountAttributeNameStringList = list[AccountAttributeName]
 
 
 class ActiveInstance(TypedDict, total=False):
-    InstanceId: Optional[String]
-    InstanceType: Optional[String]
-    SpotInstanceRequestId: Optional[String]
-    InstanceHealth: Optional[InstanceHealthStatus]
+    InstanceId: String | None
+    InstanceType: String | None
+    SpotInstanceRequestId: String | None
+    InstanceHealth: InstanceHealthStatus | None
 
 
-ActiveInstanceSet = List[ActiveInstance]
+ActiveInstanceSet = list[ActiveInstance]
 
 
 class ActiveVpnTunnelStatus(TypedDict, total=False):
-    Phase1EncryptionAlgorithm: Optional[String]
-    Phase2EncryptionAlgorithm: Optional[String]
-    Phase1IntegrityAlgorithm: Optional[String]
-    Phase2IntegrityAlgorithm: Optional[String]
-    Phase1DHGroup: Optional[Integer]
-    Phase2DHGroup: Optional[Integer]
-    IkeVersion: Optional[String]
-    ProvisioningStatus: Optional[VpnTunnelProvisioningStatus]
-    ProvisioningStatusReason: Optional[String]
+    Phase1EncryptionAlgorithm: String | None
+    Phase2EncryptionAlgorithm: String | None
+    Phase1IntegrityAlgorithm: String | None
+    Phase2IntegrityAlgorithm: String | None
+    Phase1DHGroup: Integer | None
+    Phase2DHGroup: Integer | None
+    IkeVersion: String | None
+    ProvisioningStatus: VpnTunnelProvisioningStatus | None
+    ProvisioningStatusReason: String | None
 
 
 class AddIpamOperatingRegion(TypedDict, total=False):
-    RegionName: Optional[String]
+    RegionName: String | None
 
 
-AddIpamOperatingRegionSet = List[AddIpamOperatingRegion]
+AddIpamOperatingRegionSet = list[AddIpamOperatingRegion]
 
 
 class AddIpamOrganizationalUnitExclusion(TypedDict, total=False):
-    OrganizationsEntityPath: Optional[String]
+    OrganizationsEntityPath: String | None
 
 
-AddIpamOrganizationalUnitExclusionSet = List[AddIpamOrganizationalUnitExclusion]
+AddIpamOrganizationalUnitExclusionSet = list[AddIpamOrganizationalUnitExclusion]
 
 
 class AddPrefixListEntry(TypedDict, total=False):
     Cidr: String
-    Description: Optional[String]
+    Description: String | None
 
 
-AddPrefixListEntries = List[AddPrefixListEntry]
+AddPrefixListEntries = list[AddPrefixListEntry]
 
 
 class AddedPrincipal(TypedDict, total=False):
-    PrincipalType: Optional[PrincipalType]
-    Principal: Optional[String]
-    ServicePermissionId: Optional[String]
-    ServiceId: Optional[String]
+    PrincipalType: PrincipalType | None
+    Principal: String | None
+    ServicePermissionId: String | None
+    ServiceId: String | None
 
 
-AddedPrincipalSet = List[AddedPrincipal]
+AddedPrincipalSet = list[AddedPrincipal]
 
 
 class Address(TypedDict, total=False):
-    AllocationId: Optional[String]
-    AssociationId: Optional[String]
-    Domain: Optional[DomainType]
-    NetworkInterfaceId: Optional[String]
-    NetworkInterfaceOwnerId: Optional[String]
-    PrivateIpAddress: Optional[String]
-    Tags: Optional[TagList]
-    PublicIpv4Pool: Optional[String]
-    NetworkBorderGroup: Optional[String]
-    CustomerOwnedIp: Optional[String]
-    CustomerOwnedIpv4Pool: Optional[String]
-    CarrierIp: Optional[String]
-    SubnetId: Optional[String]
-    ServiceManaged: Optional[ServiceManaged]
-    InstanceId: Optional[String]
-    PublicIp: Optional[String]
+    AllocationId: String | None
+    AssociationId: String | None
+    Domain: DomainType | None
+    NetworkInterfaceId: String | None
+    NetworkInterfaceOwnerId: String | None
+    PrivateIpAddress: String | None
+    Tags: TagList | None
+    PublicIpv4Pool: String | None
+    NetworkBorderGroup: String | None
+    CustomerOwnedIp: String | None
+    CustomerOwnedIpv4Pool: String | None
+    CarrierIp: String | None
+    SubnetId: String | None
+    ServiceManaged: ServiceManaged | None
+    InstanceId: String | None
+    PublicIp: String | None
 
 
 class PtrUpdateStatus(TypedDict, total=False):
-    Value: Optional[String]
-    Status: Optional[String]
-    Reason: Optional[String]
+    Value: String | None
+    Status: String | None
+    Reason: String | None
 
 
 class AddressAttribute(TypedDict, total=False):
-    PublicIp: Optional[PublicIpAddress]
-    AllocationId: Optional[AllocationId]
-    PtrRecord: Optional[String]
-    PtrRecordUpdate: Optional[PtrUpdateStatus]
+    PublicIp: PublicIpAddress | None
+    AllocationId: AllocationId | None
+    PtrRecord: String | None
+    PtrRecordUpdate: PtrUpdateStatus | None
 
 
-AddressList = List[Address]
-AddressSet = List[AddressAttribute]
-AddressTransferList = List[AddressTransfer]
+AddressList = list[Address]
+AddressSet = list[AddressAttribute]
+AddressTransferList = list[AddressTransfer]
 
 
 class AdvertiseByoipCidrRequest(ServiceRequest):
     Cidr: String
-    Asn: Optional[String]
-    DryRun: Optional[Boolean]
-    NetworkBorderGroup: Optional[String]
+    Asn: String | None
+    DryRun: Boolean | None
+    NetworkBorderGroup: String | None
 
 
 class AsnAssociation(TypedDict, total=False):
-    Asn: Optional[String]
-    Cidr: Optional[String]
-    StatusMessage: Optional[String]
-    State: Optional[AsnAssociationState]
+    Asn: String | None
+    Cidr: String | None
+    StatusMessage: String | None
+    State: AsnAssociationState | None
 
 
-AsnAssociationSet = List[AsnAssociation]
+AsnAssociationSet = list[AsnAssociation]
 
 
 class ByoipCidr(TypedDict, total=False):
-    Cidr: Optional[String]
-    Description: Optional[String]
-    AsnAssociations: Optional[AsnAssociationSet]
-    StatusMessage: Optional[String]
-    State: Optional[ByoipCidrState]
-    NetworkBorderGroup: Optional[String]
+    Cidr: String | None
+    Description: String | None
+    AsnAssociations: AsnAssociationSet | None
+    StatusMessage: String | None
+    State: ByoipCidrState | None
+    NetworkBorderGroup: String | None
 
 
 class AdvertiseByoipCidrResult(TypedDict, total=False):
-    ByoipCidr: Optional[ByoipCidr]
+    ByoipCidr: ByoipCidr | None
 
 
 class AllocateAddressRequest(ServiceRequest):
-    Domain: Optional[DomainType]
-    Address: Optional[PublicIpAddress]
-    PublicIpv4Pool: Optional[Ipv4PoolEc2Id]
-    NetworkBorderGroup: Optional[String]
-    CustomerOwnedIpv4Pool: Optional[String]
-    TagSpecifications: Optional[TagSpecificationList]
-    IpamPoolId: Optional[IpamPoolId]
-    DryRun: Optional[Boolean]
+    Domain: DomainType | None
+    Address: PublicIpAddress | None
+    PublicIpv4Pool: Ipv4PoolEc2Id | None
+    NetworkBorderGroup: String | None
+    CustomerOwnedIpv4Pool: String | None
+    TagSpecifications: TagSpecificationList | None
+    IpamPoolId: IpamPoolId | None
+    DryRun: Boolean | None
 
 
 class AllocateAddressResult(TypedDict, total=False):
-    AllocationId: Optional[String]
-    PublicIpv4Pool: Optional[String]
-    NetworkBorderGroup: Optional[String]
-    Domain: Optional[DomainType]
-    CustomerOwnedIp: Optional[String]
-    CustomerOwnedIpv4Pool: Optional[String]
-    CarrierIp: Optional[String]
-    PublicIp: Optional[String]
+    AllocationId: String | None
+    PublicIpv4Pool: String | None
+    NetworkBorderGroup: String | None
+    Domain: DomainType | None
+    CustomerOwnedIp: String | None
+    CustomerOwnedIpv4Pool: String | None
+    CarrierIp: String | None
+    PublicIp: String | None
 
 
-AssetIdList = List[AssetId]
+AssetIdList = list[AssetId]
 
 
 class AllocateHostsRequest(ServiceRequest):
-    InstanceFamily: Optional[String]
-    TagSpecifications: Optional[TagSpecificationList]
-    HostRecovery: Optional[HostRecovery]
-    OutpostArn: Optional[String]
-    HostMaintenance: Optional[HostMaintenance]
-    AssetIds: Optional[AssetIdList]
-    AvailabilityZoneId: Optional[AvailabilityZoneId]
-    AutoPlacement: Optional[AutoPlacement]
-    ClientToken: Optional[String]
-    InstanceType: Optional[String]
-    Quantity: Optional[Integer]
-    AvailabilityZone: Optional[String]
+    InstanceFamily: String | None
+    TagSpecifications: TagSpecificationList | None
+    HostRecovery: HostRecovery | None
+    OutpostArn: String | None
+    HostMaintenance: HostMaintenance | None
+    AssetIds: AssetIdList | None
+    AvailabilityZoneId: AvailabilityZoneId | None
+    AutoPlacement: AutoPlacement | None
+    ClientToken: String | None
+    InstanceType: String | None
+    Quantity: Integer | None
+    AvailabilityZone: String | None
 
 
-ResponseHostIdList = List[String]
+ResponseHostIdList = list[String]
 
 
 class AllocateHostsResult(TypedDict, total=False):
-    HostIds: Optional[ResponseHostIdList]
+    HostIds: ResponseHostIdList | None
 
 
-IpamPoolAllocationDisallowedCidrs = List[String]
-IpamPoolAllocationAllowedCidrs = List[String]
+IpamPoolAllocationDisallowedCidrs = list[String]
+IpamPoolAllocationAllowedCidrs = list[String]
 
 
 class AllocateIpamPoolCidrRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     IpamPoolId: IpamPoolId
-    Cidr: Optional[String]
-    NetmaskLength: Optional[Integer]
-    ClientToken: Optional[String]
-    Description: Optional[String]
-    PreviewNextCidr: Optional[Boolean]
-    AllowedCidrs: Optional[IpamPoolAllocationAllowedCidrs]
-    DisallowedCidrs: Optional[IpamPoolAllocationDisallowedCidrs]
+    Cidr: String | None
+    NetmaskLength: Integer | None
+    ClientToken: String | None
+    Description: String | None
+    PreviewNextCidr: Boolean | None
+    AllowedCidrs: IpamPoolAllocationAllowedCidrs | None
+    DisallowedCidrs: IpamPoolAllocationDisallowedCidrs | None
 
 
 class IpamPoolAllocation(TypedDict, total=False):
-    Cidr: Optional[String]
-    IpamPoolAllocationId: Optional[IpamPoolAllocationId]
-    Description: Optional[String]
-    ResourceId: Optional[String]
-    ResourceType: Optional[IpamPoolAllocationResourceType]
-    ResourceRegion: Optional[String]
-    ResourceOwner: Optional[String]
+    Cidr: String | None
+    IpamPoolAllocationId: IpamPoolAllocationId | None
+    Description: String | None
+    ResourceId: String | None
+    ResourceType: IpamPoolAllocationResourceType | None
+    ResourceRegion: String | None
+    ResourceOwner: String | None
 
 
 class AllocateIpamPoolCidrResult(TypedDict, total=False):
-    IpamPoolAllocation: Optional[IpamPoolAllocation]
+    IpamPoolAllocation: IpamPoolAllocation | None
 
 
-AllocationIdList = List[AllocationId]
-AllocationIds = List[AllocationId]
-AllowedInstanceTypeSet = List[AllowedInstanceType]
+AllocationIdList = list[AllocationId]
+AllocationIds = list[AllocationId]
+AllowedInstanceTypeSet = list[AllowedInstanceType]
 
 
 class AllowedPrincipal(TypedDict, total=False):
-    PrincipalType: Optional[PrincipalType]
-    Principal: Optional[String]
-    ServicePermissionId: Optional[String]
-    Tags: Optional[TagList]
-    ServiceId: Optional[String]
+    PrincipalType: PrincipalType | None
+    Principal: String | None
+    ServicePermissionId: String | None
+    Tags: TagList | None
+    ServiceId: String | None
 
 
-AllowedPrincipalSet = List[AllowedPrincipal]
+AllowedPrincipalSet = list[AllowedPrincipal]
 
 
 class AlternatePathHint(TypedDict, total=False):
-    ComponentId: Optional[String]
-    ComponentArn: Optional[String]
+    ComponentId: String | None
+    ComponentArn: String | None
 
 
-AlternatePathHintList = List[AlternatePathHint]
-ClientVpnSecurityGroupIdSet = List[SecurityGroupId]
+AlternatePathHintList = list[AlternatePathHint]
+ClientVpnSecurityGroupIdSet = list[SecurityGroupId]
 
 
 class ApplySecurityGroupsToClientVpnTargetNetworkRequest(ServiceRequest):
     ClientVpnEndpointId: ClientVpnEndpointId
     VpcId: VpcId
     SecurityGroupIds: ClientVpnSecurityGroupIdSet
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class ApplySecurityGroupsToClientVpnTargetNetworkResult(TypedDict, total=False):
-    SecurityGroupIds: Optional[ClientVpnSecurityGroupIdSet]
+    SecurityGroupIds: ClientVpnSecurityGroupIdSet | None
 
 
-ArchitectureTypeList = List[ArchitectureType]
-ArchitectureTypeSet = List[ArchitectureType]
-ArnList = List[ResourceArn]
-AsPath = List[String]
+ArchitectureTypeList = list[ArchitectureType]
+ArchitectureTypeSet = list[ArchitectureType]
+ArnList = list[ResourceArn]
+AsPath = list[String]
 
 
 class AsnAuthorizationContext(TypedDict, total=False):
@@ -5195,147 +5212,147 @@ class AsnAuthorizationContext(TypedDict, total=False):
     Signature: String
 
 
-Ipv6AddressList = List[String]
-IpPrefixList = List[String]
+Ipv6AddressList = list[String]
+IpPrefixList = list[String]
 
 
 class AssignIpv6AddressesRequest(ServiceRequest):
-    Ipv6PrefixCount: Optional[Integer]
-    Ipv6Prefixes: Optional[IpPrefixList]
+    Ipv6PrefixCount: Integer | None
+    Ipv6Prefixes: IpPrefixList | None
     NetworkInterfaceId: NetworkInterfaceId
-    Ipv6Addresses: Optional[Ipv6AddressList]
-    Ipv6AddressCount: Optional[Integer]
+    Ipv6Addresses: Ipv6AddressList | None
+    Ipv6AddressCount: Integer | None
 
 
 class AssignIpv6AddressesResult(TypedDict, total=False):
-    AssignedIpv6Addresses: Optional[Ipv6AddressList]
-    AssignedIpv6Prefixes: Optional[IpPrefixList]
-    NetworkInterfaceId: Optional[String]
+    AssignedIpv6Addresses: Ipv6AddressList | None
+    AssignedIpv6Prefixes: IpPrefixList | None
+    NetworkInterfaceId: String | None
 
 
-PrivateIpAddressStringList = List[String]
+PrivateIpAddressStringList = list[String]
 
 
 class AssignPrivateIpAddressesRequest(ServiceRequest):
-    Ipv4Prefixes: Optional[IpPrefixList]
-    Ipv4PrefixCount: Optional[Integer]
+    Ipv4Prefixes: IpPrefixList | None
+    Ipv4PrefixCount: Integer | None
     NetworkInterfaceId: NetworkInterfaceId
-    PrivateIpAddresses: Optional[PrivateIpAddressStringList]
-    SecondaryPrivateIpAddressCount: Optional[Integer]
-    AllowReassignment: Optional[Boolean]
+    PrivateIpAddresses: PrivateIpAddressStringList | None
+    SecondaryPrivateIpAddressCount: Integer | None
+    AllowReassignment: Boolean | None
 
 
 class Ipv4PrefixSpecification(TypedDict, total=False):
-    Ipv4Prefix: Optional[String]
+    Ipv4Prefix: String | None
 
 
-Ipv4PrefixesList = List[Ipv4PrefixSpecification]
+Ipv4PrefixesList = list[Ipv4PrefixSpecification]
 
 
 class AssignedPrivateIpAddress(TypedDict, total=False):
-    PrivateIpAddress: Optional[String]
+    PrivateIpAddress: String | None
 
 
-AssignedPrivateIpAddressList = List[AssignedPrivateIpAddress]
+AssignedPrivateIpAddressList = list[AssignedPrivateIpAddress]
 
 
 class AssignPrivateIpAddressesResult(TypedDict, total=False):
-    NetworkInterfaceId: Optional[String]
-    AssignedPrivateIpAddresses: Optional[AssignedPrivateIpAddressList]
-    AssignedIpv4Prefixes: Optional[Ipv4PrefixesList]
+    NetworkInterfaceId: String | None
+    AssignedPrivateIpAddresses: AssignedPrivateIpAddressList | None
+    AssignedIpv4Prefixes: Ipv4PrefixesList | None
 
 
-IpList = List[String]
+IpList = list[String]
 
 
 class AssignPrivateNatGatewayAddressRequest(ServiceRequest):
     NatGatewayId: NatGatewayId
-    PrivateIpAddresses: Optional[IpList]
-    PrivateIpAddressCount: Optional[PrivateIpAddressCount]
-    DryRun: Optional[Boolean]
+    PrivateIpAddresses: IpList | None
+    PrivateIpAddressCount: PrivateIpAddressCount | None
+    DryRun: Boolean | None
 
 
 class NatGatewayAddress(TypedDict, total=False):
-    AllocationId: Optional[String]
-    NetworkInterfaceId: Optional[String]
-    PrivateIp: Optional[String]
-    PublicIp: Optional[String]
-    AssociationId: Optional[String]
-    IsPrimary: Optional[Boolean]
-    FailureMessage: Optional[String]
-    Status: Optional[NatGatewayAddressStatus]
+    AllocationId: String | None
+    NetworkInterfaceId: String | None
+    PrivateIp: String | None
+    PublicIp: String | None
+    AssociationId: String | None
+    IsPrimary: Boolean | None
+    FailureMessage: String | None
+    Status: NatGatewayAddressStatus | None
 
 
-NatGatewayAddressList = List[NatGatewayAddress]
+NatGatewayAddressList = list[NatGatewayAddress]
 
 
 class AssignPrivateNatGatewayAddressResult(TypedDict, total=False):
-    NatGatewayId: Optional[NatGatewayId]
-    NatGatewayAddresses: Optional[NatGatewayAddressList]
+    NatGatewayId: NatGatewayId | None
+    NatGatewayAddresses: NatGatewayAddressList | None
 
 
 class AssociateAddressRequest(ServiceRequest):
-    AllocationId: Optional[AllocationId]
-    InstanceId: Optional[InstanceId]
-    PublicIp: Optional[EipAllocationPublicIp]
-    DryRun: Optional[Boolean]
-    NetworkInterfaceId: Optional[NetworkInterfaceId]
-    PrivateIpAddress: Optional[String]
-    AllowReassociation: Optional[Boolean]
+    AllocationId: AllocationId | None
+    InstanceId: InstanceId | None
+    PublicIp: EipAllocationPublicIp | None
+    DryRun: Boolean | None
+    NetworkInterfaceId: NetworkInterfaceId | None
+    PrivateIpAddress: String | None
+    AllowReassociation: Boolean | None
 
 
 class AssociateAddressResult(TypedDict, total=False):
-    AssociationId: Optional[String]
+    AssociationId: String | None
 
 
 class AssociateCapacityReservationBillingOwnerRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     CapacityReservationId: CapacityReservationId
     UnusedReservationBillingOwnerId: AccountID
 
 
 class AssociateCapacityReservationBillingOwnerResult(TypedDict, total=False):
-    Return: Optional[Boolean]
+    Return: Boolean | None
 
 
 class AssociateClientVpnTargetNetworkRequest(ServiceRequest):
     ClientVpnEndpointId: ClientVpnEndpointId
     SubnetId: SubnetId
-    ClientToken: Optional[String]
-    DryRun: Optional[Boolean]
+    ClientToken: String | None
+    DryRun: Boolean | None
 
 
 class AssociationStatus(TypedDict, total=False):
-    Code: Optional[AssociationStatusCode]
-    Message: Optional[String]
+    Code: AssociationStatusCode | None
+    Message: String | None
 
 
 class AssociateClientVpnTargetNetworkResult(TypedDict, total=False):
-    AssociationId: Optional[String]
-    Status: Optional[AssociationStatus]
+    AssociationId: String | None
+    Status: AssociationStatus | None
 
 
 class AssociateDhcpOptionsRequest(ServiceRequest):
     DhcpOptionsId: DefaultingDhcpOptionsId
     VpcId: VpcId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class AssociateEnclaveCertificateIamRoleRequest(ServiceRequest):
     CertificateArn: CertificateId
     RoleArn: RoleId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class AssociateEnclaveCertificateIamRoleResult(TypedDict, total=False):
-    CertificateS3BucketName: Optional[String]
-    CertificateS3ObjectKey: Optional[String]
-    EncryptionKmsKeyId: Optional[String]
+    CertificateS3BucketName: String | None
+    CertificateS3ObjectKey: String | None
+    EncryptionKmsKeyId: String | None
 
 
 class IamInstanceProfileSpecification(TypedDict, total=False):
-    Arn: Optional[String]
-    Name: Optional[String]
+    Arn: String | None
+    Name: String | None
 
 
 class AssociateIamInstanceProfileRequest(ServiceRequest):
@@ -5344,928 +5361,929 @@ class AssociateIamInstanceProfileRequest(ServiceRequest):
 
 
 class IamInstanceProfile(TypedDict, total=False):
-    Arn: Optional[String]
-    Id: Optional[String]
+    Arn: String | None
+    Id: String | None
 
 
 class IamInstanceProfileAssociation(TypedDict, total=False):
-    AssociationId: Optional[String]
-    InstanceId: Optional[String]
-    IamInstanceProfile: Optional[IamInstanceProfile]
-    State: Optional[IamInstanceProfileAssociationState]
-    Timestamp: Optional[DateTime]
+    AssociationId: String | None
+    InstanceId: String | None
+    IamInstanceProfile: IamInstanceProfile | None
+    State: IamInstanceProfileAssociationState | None
+    Timestamp: DateTime | None
 
 
 class AssociateIamInstanceProfileResult(TypedDict, total=False):
-    IamInstanceProfileAssociation: Optional[IamInstanceProfileAssociation]
+    IamInstanceProfileAssociation: IamInstanceProfileAssociation | None
 
 
-DedicatedHostIdList = List[DedicatedHostId]
-InstanceIdList = List[InstanceId]
+DedicatedHostIdList = list[DedicatedHostId]
+InstanceIdList = list[InstanceId]
 
 
 class InstanceEventWindowAssociationRequest(TypedDict, total=False):
-    InstanceIds: Optional[InstanceIdList]
-    InstanceTags: Optional[TagList]
-    DedicatedHostIds: Optional[DedicatedHostIdList]
+    InstanceIds: InstanceIdList | None
+    InstanceTags: TagList | None
+    DedicatedHostIds: DedicatedHostIdList | None
 
 
 class AssociateInstanceEventWindowRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     InstanceEventWindowId: InstanceEventWindowId
     AssociationTarget: InstanceEventWindowAssociationRequest
 
 
 class InstanceEventWindowAssociationTarget(TypedDict, total=False):
-    InstanceIds: Optional[InstanceIdList]
-    Tags: Optional[TagList]
-    DedicatedHostIds: Optional[DedicatedHostIdList]
+    InstanceIds: InstanceIdList | None
+    Tags: TagList | None
+    DedicatedHostIds: DedicatedHostIdList | None
 
 
 class InstanceEventWindowTimeRange(TypedDict, total=False):
-    StartWeekDay: Optional[WeekDay]
-    StartHour: Optional[Hour]
-    EndWeekDay: Optional[WeekDay]
-    EndHour: Optional[Hour]
+    StartWeekDay: WeekDay | None
+    StartHour: Hour | None
+    EndWeekDay: WeekDay | None
+    EndHour: Hour | None
 
 
-InstanceEventWindowTimeRangeList = List[InstanceEventWindowTimeRange]
+InstanceEventWindowTimeRangeList = list[InstanceEventWindowTimeRange]
 
 
 class InstanceEventWindow(TypedDict, total=False):
-    InstanceEventWindowId: Optional[InstanceEventWindowId]
-    TimeRanges: Optional[InstanceEventWindowTimeRangeList]
-    Name: Optional[String]
-    CronExpression: Optional[InstanceEventWindowCronExpression]
-    AssociationTarget: Optional[InstanceEventWindowAssociationTarget]
-    State: Optional[InstanceEventWindowState]
-    Tags: Optional[TagList]
+    InstanceEventWindowId: InstanceEventWindowId | None
+    TimeRanges: InstanceEventWindowTimeRangeList | None
+    Name: String | None
+    CronExpression: InstanceEventWindowCronExpression | None
+    AssociationTarget: InstanceEventWindowAssociationTarget | None
+    State: InstanceEventWindowState | None
+    Tags: TagList | None
 
 
 class AssociateInstanceEventWindowResult(TypedDict, total=False):
-    InstanceEventWindow: Optional[InstanceEventWindow]
+    InstanceEventWindow: InstanceEventWindow | None
 
 
 class AssociateIpamByoasnRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     Asn: String
     Cidr: String
 
 
 class AssociateIpamByoasnResult(TypedDict, total=False):
-    AsnAssociation: Optional[AsnAssociation]
+    AsnAssociation: AsnAssociation | None
 
 
 class AssociateIpamResourceDiscoveryRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     IpamId: IpamId
     IpamResourceDiscoveryId: IpamResourceDiscoveryId
-    TagSpecifications: Optional[TagSpecificationList]
-    ClientToken: Optional[String]
+    TagSpecifications: TagSpecificationList | None
+    ClientToken: String | None
 
 
 class IpamResourceDiscoveryAssociation(TypedDict, total=False):
-    OwnerId: Optional[String]
-    IpamResourceDiscoveryAssociationId: Optional[IpamResourceDiscoveryAssociationId]
-    IpamResourceDiscoveryAssociationArn: Optional[String]
-    IpamResourceDiscoveryId: Optional[IpamResourceDiscoveryId]
-    IpamId: Optional[IpamId]
-    IpamArn: Optional[ResourceArn]
-    IpamRegion: Optional[String]
-    IsDefault: Optional[Boolean]
-    ResourceDiscoveryStatus: Optional[IpamAssociatedResourceDiscoveryStatus]
-    State: Optional[IpamResourceDiscoveryAssociationState]
-    Tags: Optional[TagList]
+    OwnerId: String | None
+    IpamResourceDiscoveryAssociationId: IpamResourceDiscoveryAssociationId | None
+    IpamResourceDiscoveryAssociationArn: String | None
+    IpamResourceDiscoveryId: IpamResourceDiscoveryId | None
+    IpamId: IpamId | None
+    IpamArn: ResourceArn | None
+    IpamRegion: String | None
+    IsDefault: Boolean | None
+    ResourceDiscoveryStatus: IpamAssociatedResourceDiscoveryStatus | None
+    State: IpamResourceDiscoveryAssociationState | None
+    Tags: TagList | None
 
 
 class AssociateIpamResourceDiscoveryResult(TypedDict, total=False):
-    IpamResourceDiscoveryAssociation: Optional[IpamResourceDiscoveryAssociation]
+    IpamResourceDiscoveryAssociation: IpamResourceDiscoveryAssociation | None
 
 
 class AssociateNatGatewayAddressRequest(ServiceRequest):
     NatGatewayId: NatGatewayId
     AllocationIds: AllocationIdList
-    PrivateIpAddresses: Optional[IpList]
-    DryRun: Optional[Boolean]
+    PrivateIpAddresses: IpList | None
+    DryRun: Boolean | None
 
 
 class AssociateNatGatewayAddressResult(TypedDict, total=False):
-    NatGatewayId: Optional[NatGatewayId]
-    NatGatewayAddresses: Optional[NatGatewayAddressList]
+    NatGatewayId: NatGatewayId | None
+    NatGatewayAddresses: NatGatewayAddressList | None
 
 
 class AssociateRouteServerRequest(ServiceRequest):
     RouteServerId: RouteServerId
     VpcId: VpcId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class RouteServerAssociation(TypedDict, total=False):
-    RouteServerId: Optional[RouteServerId]
-    VpcId: Optional[VpcId]
-    State: Optional[RouteServerAssociationState]
+    RouteServerId: RouteServerId | None
+    VpcId: VpcId | None
+    State: RouteServerAssociationState | None
 
 
 class AssociateRouteServerResult(TypedDict, total=False):
-    RouteServerAssociation: Optional[RouteServerAssociation]
+    RouteServerAssociation: RouteServerAssociation | None
 
 
 class AssociateRouteTableRequest(ServiceRequest):
-    GatewayId: Optional[RouteGatewayId]
-    PublicIpv4Pool: Optional[Ipv4PoolEc2Id]
-    DryRun: Optional[Boolean]
-    SubnetId: Optional[SubnetId]
+    GatewayId: RouteGatewayId | None
+    PublicIpv4Pool: Ipv4PoolEc2Id | None
+    DryRun: Boolean | None
+    SubnetId: SubnetId | None
     RouteTableId: RouteTableId
 
 
 class RouteTableAssociationState(TypedDict, total=False):
-    State: Optional[RouteTableAssociationStateCode]
-    StatusMessage: Optional[String]
+    State: RouteTableAssociationStateCode | None
+    StatusMessage: String | None
 
 
 class AssociateRouteTableResult(TypedDict, total=False):
-    AssociationId: Optional[String]
-    AssociationState: Optional[RouteTableAssociationState]
+    AssociationId: String | None
+    AssociationState: RouteTableAssociationState | None
 
 
 class AssociateSecurityGroupVpcRequest(ServiceRequest):
     GroupId: SecurityGroupId
     VpcId: VpcId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class AssociateSecurityGroupVpcResult(TypedDict, total=False):
-    State: Optional[SecurityGroupVpcAssociationState]
+    State: SecurityGroupVpcAssociationState | None
 
 
 class AssociateSubnetCidrBlockRequest(ServiceRequest):
-    Ipv6IpamPoolId: Optional[IpamPoolId]
-    Ipv6NetmaskLength: Optional[NetmaskLength]
+    Ipv6IpamPoolId: IpamPoolId | None
+    Ipv6NetmaskLength: NetmaskLength | None
     SubnetId: SubnetId
-    Ipv6CidrBlock: Optional[String]
+    Ipv6CidrBlock: String | None
 
 
 class SubnetCidrBlockState(TypedDict, total=False):
-    State: Optional[SubnetCidrBlockStateCode]
-    StatusMessage: Optional[String]
+    State: SubnetCidrBlockStateCode | None
+    StatusMessage: String | None
 
 
 class SubnetIpv6CidrBlockAssociation(TypedDict, total=False):
-    AssociationId: Optional[SubnetCidrAssociationId]
-    Ipv6CidrBlock: Optional[String]
-    Ipv6CidrBlockState: Optional[SubnetCidrBlockState]
-    Ipv6AddressAttribute: Optional[Ipv6AddressAttribute]
-    IpSource: Optional[IpSource]
+    AssociationId: SubnetCidrAssociationId | None
+    Ipv6CidrBlock: String | None
+    Ipv6CidrBlockState: SubnetCidrBlockState | None
+    Ipv6AddressAttribute: Ipv6AddressAttribute | None
+    IpSource: IpSource | None
 
 
 class AssociateSubnetCidrBlockResult(TypedDict, total=False):
-    Ipv6CidrBlockAssociation: Optional[SubnetIpv6CidrBlockAssociation]
-    SubnetId: Optional[String]
+    Ipv6CidrBlockAssociation: SubnetIpv6CidrBlockAssociation | None
+    SubnetId: String | None
 
 
-TransitGatewaySubnetIdList = List[SubnetId]
+TransitGatewaySubnetIdList = list[SubnetId]
 
 
 class AssociateTransitGatewayMulticastDomainRequest(ServiceRequest):
     TransitGatewayMulticastDomainId: TransitGatewayMulticastDomainId
     TransitGatewayAttachmentId: TransitGatewayAttachmentId
     SubnetIds: TransitGatewaySubnetIdList
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class AssociateTransitGatewayMulticastDomainResult(TypedDict, total=False):
-    Associations: Optional[TransitGatewayMulticastDomainAssociations]
+    Associations: TransitGatewayMulticastDomainAssociations | None
 
 
 class AssociateTransitGatewayPolicyTableRequest(ServiceRequest):
     TransitGatewayPolicyTableId: TransitGatewayPolicyTableId
     TransitGatewayAttachmentId: TransitGatewayAttachmentId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class TransitGatewayPolicyTableAssociation(TypedDict, total=False):
-    TransitGatewayPolicyTableId: Optional[TransitGatewayPolicyTableId]
-    TransitGatewayAttachmentId: Optional[TransitGatewayAttachmentId]
-    ResourceId: Optional[String]
-    ResourceType: Optional[TransitGatewayAttachmentResourceType]
-    State: Optional[TransitGatewayAssociationState]
+    TransitGatewayPolicyTableId: TransitGatewayPolicyTableId | None
+    TransitGatewayAttachmentId: TransitGatewayAttachmentId | None
+    ResourceId: String | None
+    ResourceType: TransitGatewayAttachmentResourceType | None
+    State: TransitGatewayAssociationState | None
 
 
 class AssociateTransitGatewayPolicyTableResult(TypedDict, total=False):
-    Association: Optional[TransitGatewayPolicyTableAssociation]
+    Association: TransitGatewayPolicyTableAssociation | None
 
 
 class AssociateTransitGatewayRouteTableRequest(ServiceRequest):
     TransitGatewayRouteTableId: TransitGatewayRouteTableId
     TransitGatewayAttachmentId: TransitGatewayAttachmentId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class TransitGatewayAssociation(TypedDict, total=False):
-    TransitGatewayRouteTableId: Optional[TransitGatewayRouteTableId]
-    TransitGatewayAttachmentId: Optional[TransitGatewayAttachmentId]
-    ResourceId: Optional[String]
-    ResourceType: Optional[TransitGatewayAttachmentResourceType]
-    State: Optional[TransitGatewayAssociationState]
+    TransitGatewayRouteTableId: TransitGatewayRouteTableId | None
+    TransitGatewayAttachmentId: TransitGatewayAttachmentId | None
+    ResourceId: String | None
+    ResourceType: TransitGatewayAttachmentResourceType | None
+    State: TransitGatewayAssociationState | None
 
 
 class AssociateTransitGatewayRouteTableResult(TypedDict, total=False):
-    Association: Optional[TransitGatewayAssociation]
+    Association: TransitGatewayAssociation | None
 
 
 class AssociateTrunkInterfaceRequest(ServiceRequest):
     BranchInterfaceId: NetworkInterfaceId
     TrunkInterfaceId: NetworkInterfaceId
-    VlanId: Optional[Integer]
-    GreKey: Optional[Integer]
-    ClientToken: Optional[String]
-    DryRun: Optional[Boolean]
+    VlanId: Integer | None
+    GreKey: Integer | None
+    ClientToken: String | None
+    DryRun: Boolean | None
 
 
 class TrunkInterfaceAssociation(TypedDict, total=False):
-    AssociationId: Optional[TrunkInterfaceAssociationId]
-    BranchInterfaceId: Optional[String]
-    TrunkInterfaceId: Optional[String]
-    InterfaceProtocol: Optional[InterfaceProtocolType]
-    VlanId: Optional[Integer]
-    GreKey: Optional[Integer]
-    Tags: Optional[TagList]
+    AssociationId: TrunkInterfaceAssociationId | None
+    BranchInterfaceId: String | None
+    TrunkInterfaceId: String | None
+    InterfaceProtocol: InterfaceProtocolType | None
+    VlanId: Integer | None
+    GreKey: Integer | None
+    Tags: TagList | None
 
 
 class AssociateTrunkInterfaceResult(TypedDict, total=False):
-    InterfaceAssociation: Optional[TrunkInterfaceAssociation]
-    ClientToken: Optional[String]
+    InterfaceAssociation: TrunkInterfaceAssociation | None
+    ClientToken: String | None
 
 
 class AssociateVpcCidrBlockRequest(ServiceRequest):
-    CidrBlock: Optional[String]
-    Ipv6CidrBlockNetworkBorderGroup: Optional[String]
-    Ipv6Pool: Optional[Ipv6PoolEc2Id]
-    Ipv6CidrBlock: Optional[String]
-    Ipv4IpamPoolId: Optional[IpamPoolId]
-    Ipv4NetmaskLength: Optional[NetmaskLength]
-    Ipv6IpamPoolId: Optional[IpamPoolId]
-    Ipv6NetmaskLength: Optional[NetmaskLength]
+    CidrBlock: String | None
+    Ipv6CidrBlockNetworkBorderGroup: String | None
+    Ipv6Pool: Ipv6PoolEc2Id | None
+    Ipv6CidrBlock: String | None
+    Ipv4IpamPoolId: IpamPoolId | None
+    Ipv4NetmaskLength: NetmaskLength | None
+    Ipv6IpamPoolId: IpamPoolId | None
+    Ipv6NetmaskLength: NetmaskLength | None
     VpcId: VpcId
-    AmazonProvidedIpv6CidrBlock: Optional[Boolean]
+    AmazonProvidedIpv6CidrBlock: Boolean | None
 
 
 class VpcCidrBlockState(TypedDict, total=False):
-    State: Optional[VpcCidrBlockStateCode]
-    StatusMessage: Optional[String]
+    State: VpcCidrBlockStateCode | None
+    StatusMessage: String | None
 
 
 class VpcCidrBlockAssociation(TypedDict, total=False):
-    AssociationId: Optional[String]
-    CidrBlock: Optional[String]
-    CidrBlockState: Optional[VpcCidrBlockState]
+    AssociationId: String | None
+    CidrBlock: String | None
+    CidrBlockState: VpcCidrBlockState | None
 
 
 class VpcIpv6CidrBlockAssociation(TypedDict, total=False):
-    AssociationId: Optional[String]
-    Ipv6CidrBlock: Optional[String]
-    Ipv6CidrBlockState: Optional[VpcCidrBlockState]
-    NetworkBorderGroup: Optional[String]
-    Ipv6Pool: Optional[String]
-    Ipv6AddressAttribute: Optional[Ipv6AddressAttribute]
-    IpSource: Optional[IpSource]
+    AssociationId: String | None
+    Ipv6CidrBlock: String | None
+    Ipv6CidrBlockState: VpcCidrBlockState | None
+    NetworkBorderGroup: String | None
+    Ipv6Pool: String | None
+    Ipv6AddressAttribute: Ipv6AddressAttribute | None
+    IpSource: IpSource | None
 
 
 class AssociateVpcCidrBlockResult(TypedDict, total=False):
-    Ipv6CidrBlockAssociation: Optional[VpcIpv6CidrBlockAssociation]
-    CidrBlockAssociation: Optional[VpcCidrBlockAssociation]
-    VpcId: Optional[String]
+    Ipv6CidrBlockAssociation: VpcIpv6CidrBlockAssociation | None
+    CidrBlockAssociation: VpcCidrBlockAssociation | None
+    VpcId: String | None
 
 
 class AssociatedRole(TypedDict, total=False):
-    AssociatedRoleArn: Optional[ResourceArn]
-    CertificateS3BucketName: Optional[String]
-    CertificateS3ObjectKey: Optional[String]
-    EncryptionKmsKeyId: Optional[String]
+    AssociatedRoleArn: ResourceArn | None
+    CertificateS3BucketName: String | None
+    CertificateS3ObjectKey: String | None
+    EncryptionKmsKeyId: String | None
 
 
-AssociatedRolesList = List[AssociatedRole]
-AssociatedSubnetList = List[SubnetId]
+AssociatedRolesList = list[AssociatedRole]
+AssociatedSubnetList = list[SubnetId]
 
 
 class AssociatedTargetNetwork(TypedDict, total=False):
-    NetworkId: Optional[String]
-    NetworkType: Optional[AssociatedNetworkType]
+    NetworkId: String | None
+    NetworkType: AssociatedNetworkType | None
 
 
-AssociatedTargetNetworkSet = List[AssociatedTargetNetwork]
-AssociationIdList = List[IamInstanceProfileAssociationId]
+AssociatedTargetNetworkSet = list[AssociatedTargetNetwork]
+AssociationIdList = list[IamInstanceProfileAssociationId]
 
 
 class AthenaIntegration(TypedDict, total=False):
     IntegrationResultS3DestinationArn: String
     PartitionLoadFrequency: PartitionLoadFrequency
-    PartitionStartDate: Optional[MillisecondDateTime]
-    PartitionEndDate: Optional[MillisecondDateTime]
+    PartitionStartDate: MillisecondDateTime | None
+    PartitionEndDate: MillisecondDateTime | None
 
 
-AthenaIntegrationsSet = List[AthenaIntegration]
-GroupIdStringList = List[SecurityGroupId]
+AthenaIntegrationsSet = list[AthenaIntegration]
+GroupIdStringList = list[SecurityGroupId]
 
 
 class AttachClassicLinkVpcRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     InstanceId: InstanceId
     VpcId: VpcId
     Groups: GroupIdStringList
 
 
 class AttachClassicLinkVpcResult(TypedDict, total=False):
-    Return: Optional[Boolean]
+    Return: Boolean | None
 
 
 class AttachInternetGatewayRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     InternetGatewayId: InternetGatewayId
     VpcId: VpcId
 
 
 class EnaSrdUdpSpecification(TypedDict, total=False):
-    EnaSrdUdpEnabled: Optional[Boolean]
+    EnaSrdUdpEnabled: Boolean | None
 
 
 class EnaSrdSpecification(TypedDict, total=False):
-    EnaSrdEnabled: Optional[Boolean]
-    EnaSrdUdpSpecification: Optional[EnaSrdUdpSpecification]
+    EnaSrdEnabled: Boolean | None
+    EnaSrdUdpSpecification: EnaSrdUdpSpecification | None
 
 
 class AttachNetworkInterfaceRequest(ServiceRequest):
-    NetworkCardIndex: Optional[Integer]
-    EnaSrdSpecification: Optional[EnaSrdSpecification]
-    EnaQueueCount: Optional[Integer]
-    DryRun: Optional[Boolean]
+    NetworkCardIndex: Integer | None
+    EnaSrdSpecification: EnaSrdSpecification | None
+    EnaQueueCount: Integer | None
+    DryRun: Boolean | None
     NetworkInterfaceId: NetworkInterfaceId
     InstanceId: InstanceId
     DeviceIndex: Integer
 
 
 class AttachNetworkInterfaceResult(TypedDict, total=False):
-    AttachmentId: Optional[String]
-    NetworkCardIndex: Optional[Integer]
+    AttachmentId: String | None
+    NetworkCardIndex: Integer | None
 
 
 class AttachVerifiedAccessTrustProviderRequest(ServiceRequest):
     VerifiedAccessInstanceId: VerifiedAccessInstanceId
     VerifiedAccessTrustProviderId: VerifiedAccessTrustProviderId
-    ClientToken: Optional[String]
-    DryRun: Optional[Boolean]
+    ClientToken: String | None
+    DryRun: Boolean | None
 
 
 class VerifiedAccessInstanceCustomSubDomain(TypedDict, total=False):
-    SubDomain: Optional[String]
-    Nameservers: Optional[ValueStringList]
+    SubDomain: String | None
+    Nameservers: ValueStringList | None
 
 
 class VerifiedAccessTrustProviderCondensed(TypedDict, total=False):
-    VerifiedAccessTrustProviderId: Optional[String]
-    Description: Optional[String]
-    TrustProviderType: Optional[TrustProviderType]
-    UserTrustProviderType: Optional[UserTrustProviderType]
-    DeviceTrustProviderType: Optional[DeviceTrustProviderType]
+    VerifiedAccessTrustProviderId: String | None
+    Description: String | None
+    TrustProviderType: TrustProviderType | None
+    UserTrustProviderType: UserTrustProviderType | None
+    DeviceTrustProviderType: DeviceTrustProviderType | None
 
 
-VerifiedAccessTrustProviderCondensedList = List[VerifiedAccessTrustProviderCondensed]
+VerifiedAccessTrustProviderCondensedList = list[VerifiedAccessTrustProviderCondensed]
 
 
 class VerifiedAccessInstance(TypedDict, total=False):
-    VerifiedAccessInstanceId: Optional[String]
-    Description: Optional[String]
-    VerifiedAccessTrustProviders: Optional[VerifiedAccessTrustProviderCondensedList]
-    CreationTime: Optional[String]
-    LastUpdatedTime: Optional[String]
-    Tags: Optional[TagList]
-    FipsEnabled: Optional[Boolean]
-    CidrEndpointsCustomSubDomain: Optional[VerifiedAccessInstanceCustomSubDomain]
+    VerifiedAccessInstanceId: String | None
+    Description: String | None
+    VerifiedAccessTrustProviders: VerifiedAccessTrustProviderCondensedList | None
+    CreationTime: String | None
+    LastUpdatedTime: String | None
+    Tags: TagList | None
+    FipsEnabled: Boolean | None
+    CidrEndpointsCustomSubDomain: VerifiedAccessInstanceCustomSubDomain | None
 
 
 class NativeApplicationOidcOptions(TypedDict, total=False):
-    PublicSigningKeyEndpoint: Optional[String]
-    Issuer: Optional[String]
-    AuthorizationEndpoint: Optional[String]
-    TokenEndpoint: Optional[String]
-    UserInfoEndpoint: Optional[String]
-    ClientId: Optional[String]
-    Scope: Optional[String]
+    PublicSigningKeyEndpoint: String | None
+    Issuer: String | None
+    AuthorizationEndpoint: String | None
+    TokenEndpoint: String | None
+    UserInfoEndpoint: String | None
+    ClientId: String | None
+    Scope: String | None
 
 
 class VerifiedAccessSseSpecificationResponse(TypedDict, total=False):
-    CustomerManagedKeyEnabled: Optional[Boolean]
-    KmsKeyArn: Optional[KmsKeyArn]
+    CustomerManagedKeyEnabled: Boolean | None
+    KmsKeyArn: KmsKeyArn | None
 
 
 class DeviceOptions(TypedDict, total=False):
-    TenantId: Optional[String]
-    PublicSigningKeyUrl: Optional[String]
+    TenantId: String | None
+    PublicSigningKeyUrl: String | None
 
 
 class OidcOptions(TypedDict, total=False):
-    Issuer: Optional[String]
-    AuthorizationEndpoint: Optional[String]
-    TokenEndpoint: Optional[String]
-    UserInfoEndpoint: Optional[String]
-    ClientId: Optional[String]
-    ClientSecret: Optional[ClientSecretType]
-    Scope: Optional[String]
+    Issuer: String | None
+    AuthorizationEndpoint: String | None
+    TokenEndpoint: String | None
+    UserInfoEndpoint: String | None
+    ClientId: String | None
+    ClientSecret: ClientSecretType | None
+    Scope: String | None
 
 
 class VerifiedAccessTrustProvider(TypedDict, total=False):
-    VerifiedAccessTrustProviderId: Optional[String]
-    Description: Optional[String]
-    TrustProviderType: Optional[TrustProviderType]
-    UserTrustProviderType: Optional[UserTrustProviderType]
-    DeviceTrustProviderType: Optional[DeviceTrustProviderType]
-    OidcOptions: Optional[OidcOptions]
-    DeviceOptions: Optional[DeviceOptions]
-    PolicyReferenceName: Optional[String]
-    CreationTime: Optional[String]
-    LastUpdatedTime: Optional[String]
-    Tags: Optional[TagList]
-    SseSpecification: Optional[VerifiedAccessSseSpecificationResponse]
-    NativeApplicationOidcOptions: Optional[NativeApplicationOidcOptions]
+    VerifiedAccessTrustProviderId: String | None
+    Description: String | None
+    TrustProviderType: TrustProviderType | None
+    UserTrustProviderType: UserTrustProviderType | None
+    DeviceTrustProviderType: DeviceTrustProviderType | None
+    OidcOptions: OidcOptions | None
+    DeviceOptions: DeviceOptions | None
+    PolicyReferenceName: String | None
+    CreationTime: String | None
+    LastUpdatedTime: String | None
+    Tags: TagList | None
+    SseSpecification: VerifiedAccessSseSpecificationResponse | None
+    NativeApplicationOidcOptions: NativeApplicationOidcOptions | None
 
 
 class AttachVerifiedAccessTrustProviderResult(TypedDict, total=False):
-    VerifiedAccessTrustProvider: Optional[VerifiedAccessTrustProvider]
-    VerifiedAccessInstance: Optional[VerifiedAccessInstance]
+    VerifiedAccessTrustProvider: VerifiedAccessTrustProvider | None
+    VerifiedAccessInstance: VerifiedAccessInstance | None
 
 
 class AttachVolumeRequest(ServiceRequest):
     Device: String
     InstanceId: InstanceId
     VolumeId: VolumeId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class AttachVpnGatewayRequest(ServiceRequest):
     VpcId: VpcId
     VpnGatewayId: VpnGatewayId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class VpcAttachment(TypedDict, total=False):
-    VpcId: Optional[String]
-    State: Optional[AttachmentStatus]
+    VpcId: String | None
+    State: AttachmentStatus | None
 
 
 class AttachVpnGatewayResult(TypedDict, total=False):
-    VpcAttachment: Optional[VpcAttachment]
+    VpcAttachment: VpcAttachment | None
 
 
 class AttachmentEnaSrdUdpSpecification(TypedDict, total=False):
-    EnaSrdUdpEnabled: Optional[Boolean]
+    EnaSrdUdpEnabled: Boolean | None
 
 
 class AttachmentEnaSrdSpecification(TypedDict, total=False):
-    EnaSrdEnabled: Optional[Boolean]
-    EnaSrdUdpSpecification: Optional[AttachmentEnaSrdUdpSpecification]
+    EnaSrdEnabled: Boolean | None
+    EnaSrdUdpSpecification: AttachmentEnaSrdUdpSpecification | None
 
 
 class AttributeBooleanValue(TypedDict, total=False):
-    Value: Optional[Boolean]
+    Value: Boolean | None
 
 
 class RegionalSummary(TypedDict, total=False):
-    RegionName: Optional[String]
-    NumberOfMatchedAccounts: Optional[Integer]
-    NumberOfUnmatchedAccounts: Optional[Integer]
+    RegionName: String | None
+    NumberOfMatchedAccounts: Integer | None
+    NumberOfUnmatchedAccounts: Integer | None
 
 
-RegionalSummaryList = List[RegionalSummary]
+RegionalSummaryList = list[RegionalSummary]
 
 
 class AttributeSummary(TypedDict, total=False):
-    AttributeName: Optional[String]
-    MostFrequentValue: Optional[String]
-    NumberOfMatchedAccounts: Optional[Integer]
-    NumberOfUnmatchedAccounts: Optional[Integer]
-    RegionalSummaries: Optional[RegionalSummaryList]
+    AttributeName: String | None
+    MostFrequentValue: String | None
+    NumberOfMatchedAccounts: Integer | None
+    NumberOfUnmatchedAccounts: Integer | None
+    RegionalSummaries: RegionalSummaryList | None
 
 
-AttributeSummaryList = List[AttributeSummary]
+AttributeSummaryList = list[AttributeSummary]
 
 
 class AttributeValue(TypedDict, total=False):
-    Value: Optional[String]
+    Value: String | None
 
 
 class ClientVpnAuthorizationRuleStatus(TypedDict, total=False):
-    Code: Optional[ClientVpnAuthorizationRuleStatusCode]
-    Message: Optional[String]
+    Code: ClientVpnAuthorizationRuleStatusCode | None
+    Message: String | None
 
 
 class AuthorizationRule(TypedDict, total=False):
-    ClientVpnEndpointId: Optional[String]
-    Description: Optional[String]
-    GroupId: Optional[String]
-    AccessAll: Optional[Boolean]
-    DestinationCidr: Optional[String]
-    Status: Optional[ClientVpnAuthorizationRuleStatus]
+    ClientVpnEndpointId: String | None
+    Description: String | None
+    GroupId: String | None
+    AccessAll: Boolean | None
+    DestinationCidr: String | None
+    Status: ClientVpnAuthorizationRuleStatus | None
 
 
-AuthorizationRuleSet = List[AuthorizationRule]
+AuthorizationRuleSet = list[AuthorizationRule]
 
 
 class AuthorizeClientVpnIngressRequest(ServiceRequest):
     ClientVpnEndpointId: ClientVpnEndpointId
     TargetNetworkCidr: String
-    AccessGroupId: Optional[String]
-    AuthorizeAllGroups: Optional[Boolean]
-    Description: Optional[String]
-    ClientToken: Optional[String]
-    DryRun: Optional[Boolean]
+    AccessGroupId: String | None
+    AuthorizeAllGroups: Boolean | None
+    Description: String | None
+    ClientToken: String | None
+    DryRun: Boolean | None
 
 
 class AuthorizeClientVpnIngressResult(TypedDict, total=False):
-    Status: Optional[ClientVpnAuthorizationRuleStatus]
+    Status: ClientVpnAuthorizationRuleStatus | None
 
 
 class PrefixListId(TypedDict, total=False):
-    Description: Optional[String]
-    PrefixListId: Optional[String]
+    Description: String | None
+    PrefixListId: String | None
 
 
-PrefixListIdList = List[PrefixListId]
+PrefixListIdList = list[PrefixListId]
 
 
 class Ipv6Range(TypedDict, total=False):
-    Description: Optional[String]
-    CidrIpv6: Optional[String]
+    Description: String | None
+    CidrIpv6: String | None
 
 
-Ipv6RangeList = List[Ipv6Range]
+Ipv6RangeList = list[Ipv6Range]
 
 
 class IpRange(TypedDict, total=False):
-    Description: Optional[String]
-    CidrIp: Optional[String]
+    Description: String | None
+    CidrIp: String | None
 
 
-IpRangeList = List[IpRange]
+IpRangeList = list[IpRange]
 
 
 class UserIdGroupPair(TypedDict, total=False):
-    Description: Optional[String]
-    UserId: Optional[String]
-    GroupName: Optional[String]
-    GroupId: Optional[String]
-    VpcId: Optional[String]
-    VpcPeeringConnectionId: Optional[String]
-    PeeringStatus: Optional[String]
+    Description: String | None
+    UserId: String | None
+    GroupName: String | None
+    GroupId: String | None
+    VpcId: String | None
+    VpcPeeringConnectionId: String | None
+    PeeringStatus: String | None
 
 
-UserIdGroupPairList = List[UserIdGroupPair]
+UserIdGroupPairList = list[UserIdGroupPair]
 
 
 class IpPermission(TypedDict, total=False):
-    IpProtocol: Optional[String]
-    FromPort: Optional[Integer]
-    ToPort: Optional[Integer]
-    UserIdGroupPairs: Optional[UserIdGroupPairList]
-    IpRanges: Optional[IpRangeList]
-    Ipv6Ranges: Optional[Ipv6RangeList]
-    PrefixListIds: Optional[PrefixListIdList]
+    IpProtocol: String | None
+    FromPort: Integer | None
+    ToPort: Integer | None
+    UserIdGroupPairs: UserIdGroupPairList | None
+    IpRanges: IpRangeList | None
+    Ipv6Ranges: Ipv6RangeList | None
+    PrefixListIds: PrefixListIdList | None
 
 
-IpPermissionList = List[IpPermission]
+IpPermissionList = list[IpPermission]
 
 
 class AuthorizeSecurityGroupEgressRequest(ServiceRequest):
-    TagSpecifications: Optional[TagSpecificationList]
-    DryRun: Optional[Boolean]
+    TagSpecifications: TagSpecificationList | None
+    DryRun: Boolean | None
     GroupId: SecurityGroupId
-    SourceSecurityGroupName: Optional[String]
-    SourceSecurityGroupOwnerId: Optional[String]
-    IpProtocol: Optional[String]
-    FromPort: Optional[Integer]
-    ToPort: Optional[Integer]
-    CidrIp: Optional[String]
-    IpPermissions: Optional[IpPermissionList]
+    SourceSecurityGroupName: String | None
+    SourceSecurityGroupOwnerId: String | None
+    IpProtocol: String | None
+    FromPort: Integer | None
+    ToPort: Integer | None
+    CidrIp: String | None
+    IpPermissions: IpPermissionList | None
 
 
 class ReferencedSecurityGroup(TypedDict, total=False):
-    GroupId: Optional[String]
-    PeeringStatus: Optional[String]
-    UserId: Optional[String]
-    VpcId: Optional[String]
-    VpcPeeringConnectionId: Optional[String]
+    GroupId: String | None
+    PeeringStatus: String | None
+    UserId: String | None
+    VpcId: String | None
+    VpcPeeringConnectionId: String | None
 
 
 class SecurityGroupRule(TypedDict, total=False):
-    SecurityGroupRuleId: Optional[SecurityGroupRuleId]
-    GroupId: Optional[SecurityGroupId]
-    GroupOwnerId: Optional[String]
-    IsEgress: Optional[Boolean]
-    IpProtocol: Optional[String]
-    FromPort: Optional[Integer]
-    ToPort: Optional[Integer]
-    CidrIpv4: Optional[String]
-    CidrIpv6: Optional[String]
-    PrefixListId: Optional[PrefixListResourceId]
-    ReferencedGroupInfo: Optional[ReferencedSecurityGroup]
-    Description: Optional[String]
-    Tags: Optional[TagList]
-    SecurityGroupRuleArn: Optional[String]
+    SecurityGroupRuleId: SecurityGroupRuleId | None
+    GroupId: SecurityGroupId | None
+    GroupOwnerId: String | None
+    IsEgress: Boolean | None
+    IpProtocol: String | None
+    FromPort: Integer | None
+    ToPort: Integer | None
+    CidrIpv4: String | None
+    CidrIpv6: String | None
+    PrefixListId: PrefixListResourceId | None
+    ReferencedGroupInfo: ReferencedSecurityGroup | None
+    Description: String | None
+    Tags: TagList | None
+    SecurityGroupRuleArn: String | None
 
 
-SecurityGroupRuleList = List[SecurityGroupRule]
+SecurityGroupRuleList = list[SecurityGroupRule]
 
 
 class AuthorizeSecurityGroupEgressResult(TypedDict, total=False):
-    Return: Optional[Boolean]
-    SecurityGroupRules: Optional[SecurityGroupRuleList]
+    Return: Boolean | None
+    SecurityGroupRules: SecurityGroupRuleList | None
 
 
 class AuthorizeSecurityGroupIngressRequest(ServiceRequest):
-    CidrIp: Optional[String]
-    FromPort: Optional[Integer]
-    GroupId: Optional[SecurityGroupId]
-    GroupName: Optional[SecurityGroupName]
-    IpPermissions: Optional[IpPermissionList]
-    IpProtocol: Optional[String]
-    SourceSecurityGroupName: Optional[String]
-    SourceSecurityGroupOwnerId: Optional[String]
-    ToPort: Optional[Integer]
-    TagSpecifications: Optional[TagSpecificationList]
-    DryRun: Optional[Boolean]
+    CidrIp: String | None
+    FromPort: Integer | None
+    GroupId: SecurityGroupId | None
+    GroupName: SecurityGroupName | None
+    IpPermissions: IpPermissionList | None
+    IpProtocol: String | None
+    SourceSecurityGroupName: String | None
+    SourceSecurityGroupOwnerId: String | None
+    ToPort: Integer | None
+    TagSpecifications: TagSpecificationList | None
+    DryRun: Boolean | None
 
 
 class AuthorizeSecurityGroupIngressResult(TypedDict, total=False):
-    Return: Optional[Boolean]
-    SecurityGroupRules: Optional[SecurityGroupRuleList]
+    Return: Boolean | None
+    SecurityGroupRules: SecurityGroupRuleList | None
 
 
 class AvailabilityZoneMessage(TypedDict, total=False):
-    Message: Optional[String]
+    Message: String | None
 
 
-AvailabilityZoneMessageList = List[AvailabilityZoneMessage]
+AvailabilityZoneMessageList = list[AvailabilityZoneMessage]
 
 
 class AvailabilityZone(TypedDict, total=False):
-    OptInStatus: Optional[AvailabilityZoneOptInStatus]
-    Messages: Optional[AvailabilityZoneMessageList]
-    RegionName: Optional[String]
-    ZoneName: Optional[String]
-    ZoneId: Optional[String]
-    GroupName: Optional[String]
-    NetworkBorderGroup: Optional[String]
-    ZoneType: Optional[String]
-    ParentZoneName: Optional[String]
-    ParentZoneId: Optional[String]
-    GroupLongName: Optional[String]
-    State: Optional[AvailabilityZoneState]
+    OptInStatus: AvailabilityZoneOptInStatus | None
+    Messages: AvailabilityZoneMessageList | None
+    RegionName: String | None
+    ZoneName: String | None
+    ZoneId: String | None
+    GroupName: String | None
+    NetworkBorderGroup: String | None
+    ZoneType: String | None
+    ParentZoneName: String | None
+    ParentZoneId: String | None
+    GroupLongName: String | None
+    State: AvailabilityZoneState | None
 
 
-AvailabilityZoneList = List[AvailabilityZone]
-AvailabilityZoneStringList = List[String]
+AvailabilityZoneIdStringList = list[String]
+AvailabilityZoneList = list[AvailabilityZone]
+AvailabilityZoneStringList = list[String]
 
 
 class InstanceCapacity(TypedDict, total=False):
-    AvailableCapacity: Optional[Integer]
-    InstanceType: Optional[String]
-    TotalCapacity: Optional[Integer]
+    AvailableCapacity: Integer | None
+    InstanceType: String | None
+    TotalCapacity: Integer | None
 
 
-AvailableInstanceCapacityList = List[InstanceCapacity]
+AvailableInstanceCapacityList = list[InstanceCapacity]
 
 
 class AvailableCapacity(TypedDict, total=False):
-    AvailableInstanceCapacity: Optional[AvailableInstanceCapacityList]
-    AvailableVCpus: Optional[Integer]
+    AvailableInstanceCapacity: AvailableInstanceCapacityList | None
+    AvailableVCpus: Integer | None
 
 
-BandwidthWeightingTypeList = List[BandwidthWeightingType]
+BandwidthWeightingTypeList = list[BandwidthWeightingType]
 
 
 class BaselineEbsBandwidthMbps(TypedDict, total=False):
-    Min: Optional[Integer]
-    Max: Optional[Integer]
+    Min: Integer | None
+    Max: Integer | None
 
 
 class BaselineEbsBandwidthMbpsRequest(TypedDict, total=False):
-    Min: Optional[Integer]
-    Max: Optional[Integer]
+    Min: Integer | None
+    Max: Integer | None
 
 
 class PerformanceFactorReference(TypedDict, total=False):
-    InstanceFamily: Optional[String]
+    InstanceFamily: String | None
 
 
-PerformanceFactorReferenceSet = List[PerformanceFactorReference]
+PerformanceFactorReferenceSet = list[PerformanceFactorReference]
 
 
 class CpuPerformanceFactor(TypedDict, total=False):
-    References: Optional[PerformanceFactorReferenceSet]
+    References: PerformanceFactorReferenceSet | None
 
 
 class BaselinePerformanceFactors(TypedDict, total=False):
-    Cpu: Optional[CpuPerformanceFactor]
+    Cpu: CpuPerformanceFactor | None
 
 
 class PerformanceFactorReferenceRequest(TypedDict, total=False):
-    InstanceFamily: Optional[String]
+    InstanceFamily: String | None
 
 
-PerformanceFactorReferenceSetRequest = List[PerformanceFactorReferenceRequest]
+PerformanceFactorReferenceSetRequest = list[PerformanceFactorReferenceRequest]
 
 
 class CpuPerformanceFactorRequest(TypedDict, total=False):
-    References: Optional[PerformanceFactorReferenceSetRequest]
+    References: PerformanceFactorReferenceSetRequest | None
 
 
 class BaselinePerformanceFactorsRequest(TypedDict, total=False):
-    Cpu: Optional[CpuPerformanceFactorRequest]
+    Cpu: CpuPerformanceFactorRequest | None
 
 
-BillingProductList = List[String]
+BillingProductList = list[String]
 Blob = bytes
 
 
 class BlobAttributeValue(TypedDict, total=False):
-    Value: Optional[Blob]
+    Value: Blob | None
 
 
 class EbsBlockDevice(TypedDict, total=False):
-    DeleteOnTermination: Optional[Boolean]
-    Iops: Optional[Integer]
-    SnapshotId: Optional[SnapshotId]
-    VolumeSize: Optional[Integer]
-    VolumeType: Optional[VolumeType]
-    KmsKeyId: Optional[String]
-    Throughput: Optional[Integer]
-    OutpostArn: Optional[String]
-    AvailabilityZone: Optional[String]
-    Encrypted: Optional[Boolean]
-    VolumeInitializationRate: Optional[Integer]
-    AvailabilityZoneId: Optional[String]
+    DeleteOnTermination: Boolean | None
+    Iops: Integer | None
+    SnapshotId: SnapshotId | None
+    VolumeSize: Integer | None
+    VolumeType: VolumeType | None
+    KmsKeyId: String | None
+    Throughput: Integer | None
+    OutpostArn: String | None
+    AvailabilityZone: String | None
+    Encrypted: Boolean | None
+    VolumeInitializationRate: Integer | None
+    AvailabilityZoneId: String | None
 
 
 class BlockDeviceMapping(TypedDict, total=False):
-    Ebs: Optional[EbsBlockDevice]
-    NoDevice: Optional[String]
-    DeviceName: Optional[String]
-    VirtualName: Optional[String]
+    Ebs: EbsBlockDevice | None
+    NoDevice: String | None
+    DeviceName: String | None
+    VirtualName: String | None
 
 
-BlockDeviceMappingList = List[BlockDeviceMapping]
-BlockDeviceMappingRequestList = List[BlockDeviceMapping]
+BlockDeviceMappingList = list[BlockDeviceMapping]
+BlockDeviceMappingRequestList = list[BlockDeviceMapping]
 
 
 class EbsBlockDeviceResponse(TypedDict, total=False):
-    Encrypted: Optional[Boolean]
-    DeleteOnTermination: Optional[Boolean]
-    Iops: Optional[Integer]
-    Throughput: Optional[Integer]
-    KmsKeyId: Optional[KmsKeyId]
-    SnapshotId: Optional[SnapshotId]
-    VolumeSize: Optional[Integer]
-    VolumeType: Optional[VolumeType]
+    Encrypted: Boolean | None
+    DeleteOnTermination: Boolean | None
+    Iops: Integer | None
+    Throughput: Integer | None
+    KmsKeyId: KmsKeyId | None
+    SnapshotId: SnapshotId | None
+    VolumeSize: Integer | None
+    VolumeType: VolumeType | None
 
 
 class BlockDeviceMappingResponse(TypedDict, total=False):
-    DeviceName: Optional[String]
-    VirtualName: Optional[String]
-    Ebs: Optional[EbsBlockDeviceResponse]
-    NoDevice: Optional[String]
+    DeviceName: String | None
+    VirtualName: String | None
+    Ebs: EbsBlockDeviceResponse | None
+    NoDevice: String | None
 
 
-BlockDeviceMappingResponseList = List[BlockDeviceMappingResponse]
+BlockDeviceMappingResponseList = list[BlockDeviceMappingResponse]
 
 
 class BlockPublicAccessStates(TypedDict, total=False):
-    InternetGatewayBlockMode: Optional[BlockPublicAccessMode]
+    InternetGatewayBlockMode: BlockPublicAccessMode | None
 
 
-BootModeTypeList = List[BootModeType]
+BootModeTypeList = list[BootModeType]
 BoxedLong = int
-BundleIdStringList = List[BundleId]
+BundleIdStringList = list[BundleId]
 
 
 class S3Storage(TypedDict, total=False):
-    AWSAccessKeyId: Optional[String]
-    Bucket: Optional[String]
-    Prefix: Optional[String]
-    UploadPolicy: Optional[Blob]
-    UploadPolicySignature: Optional[S3StorageUploadPolicySignature]
+    AWSAccessKeyId: String | None
+    Bucket: String | None
+    Prefix: String | None
+    UploadPolicy: Blob | None
+    UploadPolicySignature: S3StorageUploadPolicySignature | None
 
 
 class Storage(TypedDict, total=False):
-    S3: Optional[S3Storage]
+    S3: S3Storage | None
 
 
 class BundleInstanceRequest(ServiceRequest):
     InstanceId: InstanceId
     Storage: Storage
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class BundleTaskError(TypedDict, total=False):
-    Code: Optional[String]
-    Message: Optional[String]
+    Code: String | None
+    Message: String | None
 
 
 class BundleTask(TypedDict, total=False):
-    InstanceId: Optional[String]
-    BundleId: Optional[String]
-    State: Optional[BundleTaskState]
-    StartTime: Optional[DateTime]
-    UpdateTime: Optional[DateTime]
-    Storage: Optional[Storage]
-    Progress: Optional[String]
-    BundleTaskError: Optional[BundleTaskError]
+    InstanceId: String | None
+    BundleId: String | None
+    State: BundleTaskState | None
+    StartTime: DateTime | None
+    UpdateTime: DateTime | None
+    Storage: Storage | None
+    Progress: String | None
+    BundleTaskError: BundleTaskError | None
 
 
 class BundleInstanceResult(TypedDict, total=False):
-    BundleTask: Optional[BundleTask]
+    BundleTask: BundleTask | None
 
 
-BundleTaskList = List[BundleTask]
+BundleTaskList = list[BundleTask]
 
 
 class Byoasn(TypedDict, total=False):
-    Asn: Optional[String]
-    IpamId: Optional[IpamId]
-    StatusMessage: Optional[String]
-    State: Optional[AsnState]
+    Asn: String | None
+    IpamId: IpamId | None
+    StatusMessage: String | None
+    State: AsnState | None
 
 
-ByoasnSet = List[Byoasn]
-ByoipCidrSet = List[ByoipCidr]
+ByoasnSet = list[Byoasn]
+ByoipCidrSet = list[ByoipCidr]
 
 
 class CancelBundleTaskRequest(ServiceRequest):
     BundleId: BundleId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class CancelBundleTaskResult(TypedDict, total=False):
-    BundleTask: Optional[BundleTask]
+    BundleTask: BundleTask | None
 
 
 class CancelCapacityReservationFleetError(TypedDict, total=False):
-    Code: Optional[CancelCapacityReservationFleetErrorCode]
-    Message: Optional[CancelCapacityReservationFleetErrorMessage]
+    Code: CancelCapacityReservationFleetErrorCode | None
+    Message: CancelCapacityReservationFleetErrorMessage | None
 
 
-CapacityReservationFleetIdSet = List[CapacityReservationFleetId]
+CapacityReservationFleetIdSet = list[CapacityReservationFleetId]
 
 
 class CancelCapacityReservationFleetsRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     CapacityReservationFleetIds: CapacityReservationFleetIdSet
 
 
 class FailedCapacityReservationFleetCancellationResult(TypedDict, total=False):
-    CapacityReservationFleetId: Optional[CapacityReservationFleetId]
-    CancelCapacityReservationFleetError: Optional[CancelCapacityReservationFleetError]
+    CapacityReservationFleetId: CapacityReservationFleetId | None
+    CancelCapacityReservationFleetError: CancelCapacityReservationFleetError | None
 
 
-FailedCapacityReservationFleetCancellationResultSet = List[
+FailedCapacityReservationFleetCancellationResultSet = list[
     FailedCapacityReservationFleetCancellationResult
 ]
 
 
 class CapacityReservationFleetCancellationState(TypedDict, total=False):
-    CurrentFleetState: Optional[CapacityReservationFleetState]
-    PreviousFleetState: Optional[CapacityReservationFleetState]
-    CapacityReservationFleetId: Optional[CapacityReservationFleetId]
+    CurrentFleetState: CapacityReservationFleetState | None
+    PreviousFleetState: CapacityReservationFleetState | None
+    CapacityReservationFleetId: CapacityReservationFleetId | None
 
 
-CapacityReservationFleetCancellationStateSet = List[CapacityReservationFleetCancellationState]
+CapacityReservationFleetCancellationStateSet = list[CapacityReservationFleetCancellationState]
 
 
 class CancelCapacityReservationFleetsResult(TypedDict, total=False):
-    SuccessfulFleetCancellations: Optional[CapacityReservationFleetCancellationStateSet]
-    FailedFleetCancellations: Optional[FailedCapacityReservationFleetCancellationResultSet]
+    SuccessfulFleetCancellations: CapacityReservationFleetCancellationStateSet | None
+    FailedFleetCancellations: FailedCapacityReservationFleetCancellationResultSet | None
 
 
 class CancelCapacityReservationRequest(ServiceRequest):
     CapacityReservationId: CapacityReservationId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class CancelCapacityReservationResult(TypedDict, total=False):
-    Return: Optional[Boolean]
+    Return: Boolean | None
 
 
 class CancelConversionRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     ConversionTaskId: ConversionTaskId
-    ReasonMessage: Optional[String]
+    ReasonMessage: String | None
 
 
 class CancelDeclarativePoliciesReportRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     ReportId: DeclarativePoliciesReportId
 
 
 class CancelDeclarativePoliciesReportResult(TypedDict, total=False):
-    Return: Optional[Boolean]
+    Return: Boolean | None
 
 
 class CancelExportTaskRequest(ServiceRequest):
@@ -6274,23 +6292,23 @@ class CancelExportTaskRequest(ServiceRequest):
 
 class CancelImageLaunchPermissionRequest(ServiceRequest):
     ImageId: ImageId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class CancelImageLaunchPermissionResult(TypedDict, total=False):
-    Return: Optional[Boolean]
+    Return: Boolean | None
 
 
 class CancelImportTaskRequest(ServiceRequest):
-    CancelReason: Optional[String]
-    DryRun: Optional[Boolean]
-    ImportTaskId: Optional[ImportTaskId]
+    CancelReason: String | None
+    DryRun: Boolean | None
+    ImportTaskId: ImportTaskId | None
 
 
 class CancelImportTaskResult(TypedDict, total=False):
-    ImportTaskId: Optional[String]
-    PreviousState: Optional[String]
-    State: Optional[String]
+    ImportTaskId: String | None
+    PreviousState: String | None
+    State: String | None
 
 
 class CancelReservedInstancesListingRequest(ServiceRequest):
@@ -6301,415 +6319,415 @@ class CancelReservedInstancesListingRequest(ServiceRequest):
 
 
 class PriceSchedule(TypedDict, total=False):
-    Active: Optional[Boolean]
-    CurrencyCode: Optional[CurrencyCodeValues]
-    Price: Optional[Double]
-    Term: Optional[Long]
+    Active: Boolean | None
+    CurrencyCode: CurrencyCodeValues | None
+    Price: Double | None
+    Term: Long | None
 
 
-PriceScheduleList = List[PriceSchedule]
+PriceScheduleList = list[PriceSchedule]
 
 
 class InstanceCount(TypedDict, total=False):
-    InstanceCount: Optional[Integer]
-    State: Optional[ListingState]
+    InstanceCount: Integer | None
+    State: ListingState | None
 
 
-InstanceCountList = List[InstanceCount]
+InstanceCountList = list[InstanceCount]
 
 
 class ReservedInstancesListing(TypedDict, total=False):
-    ClientToken: Optional[String]
-    CreateDate: Optional[DateTime]
-    InstanceCounts: Optional[InstanceCountList]
-    PriceSchedules: Optional[PriceScheduleList]
-    ReservedInstancesId: Optional[String]
-    ReservedInstancesListingId: Optional[String]
-    Status: Optional[ListingStatus]
-    StatusMessage: Optional[String]
-    Tags: Optional[TagList]
-    UpdateDate: Optional[DateTime]
+    ClientToken: String | None
+    CreateDate: DateTime | None
+    InstanceCounts: InstanceCountList | None
+    PriceSchedules: PriceScheduleList | None
+    ReservedInstancesId: String | None
+    ReservedInstancesListingId: String | None
+    Status: ListingStatus | None
+    StatusMessage: String | None
+    Tags: TagList | None
+    UpdateDate: DateTime | None
 
 
-ReservedInstancesListingList = List[ReservedInstancesListing]
+ReservedInstancesListingList = list[ReservedInstancesListing]
 
 
 class CancelReservedInstancesListingResult(TypedDict, total=False):
-    ReservedInstancesListings: Optional[ReservedInstancesListingList]
+    ReservedInstancesListings: ReservedInstancesListingList | None
 
 
 class CancelSpotFleetRequestsError(TypedDict, total=False):
-    Code: Optional[CancelBatchErrorCode]
-    Message: Optional[String]
+    Code: CancelBatchErrorCode | None
+    Message: String | None
 
 
 class CancelSpotFleetRequestsErrorItem(TypedDict, total=False):
-    Error: Optional[CancelSpotFleetRequestsError]
-    SpotFleetRequestId: Optional[String]
+    Error: CancelSpotFleetRequestsError | None
+    SpotFleetRequestId: String | None
 
 
-CancelSpotFleetRequestsErrorSet = List[CancelSpotFleetRequestsErrorItem]
-SpotFleetRequestIdList = List[SpotFleetRequestId]
+CancelSpotFleetRequestsErrorSet = list[CancelSpotFleetRequestsErrorItem]
+SpotFleetRequestIdList = list[SpotFleetRequestId]
 
 
 class CancelSpotFleetRequestsRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     SpotFleetRequestIds: SpotFleetRequestIdList
     TerminateInstances: Boolean
 
 
 class CancelSpotFleetRequestsSuccessItem(TypedDict, total=False):
-    CurrentSpotFleetRequestState: Optional[BatchState]
-    PreviousSpotFleetRequestState: Optional[BatchState]
-    SpotFleetRequestId: Optional[String]
+    CurrentSpotFleetRequestState: BatchState | None
+    PreviousSpotFleetRequestState: BatchState | None
+    SpotFleetRequestId: String | None
 
 
-CancelSpotFleetRequestsSuccessSet = List[CancelSpotFleetRequestsSuccessItem]
+CancelSpotFleetRequestsSuccessSet = list[CancelSpotFleetRequestsSuccessItem]
 
 
 class CancelSpotFleetRequestsResponse(TypedDict, total=False):
-    SuccessfulFleetRequests: Optional[CancelSpotFleetRequestsSuccessSet]
-    UnsuccessfulFleetRequests: Optional[CancelSpotFleetRequestsErrorSet]
+    SuccessfulFleetRequests: CancelSpotFleetRequestsSuccessSet | None
+    UnsuccessfulFleetRequests: CancelSpotFleetRequestsErrorSet | None
 
 
-SpotInstanceRequestIdList = List[SpotInstanceRequestId]
+SpotInstanceRequestIdList = list[SpotInstanceRequestId]
 
 
 class CancelSpotInstanceRequestsRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     SpotInstanceRequestIds: SpotInstanceRequestIdList
 
 
 class CancelledSpotInstanceRequest(TypedDict, total=False):
-    SpotInstanceRequestId: Optional[String]
-    State: Optional[CancelSpotInstanceRequestState]
+    SpotInstanceRequestId: String | None
+    State: CancelSpotInstanceRequestState | None
 
 
-CancelledSpotInstanceRequestList = List[CancelledSpotInstanceRequest]
+CancelledSpotInstanceRequestList = list[CancelledSpotInstanceRequest]
 
 
 class CancelSpotInstanceRequestsResult(TypedDict, total=False):
-    CancelledSpotInstanceRequests: Optional[CancelledSpotInstanceRequestList]
+    CancelledSpotInstanceRequests: CancelledSpotInstanceRequestList | None
 
 
 class CapacityAllocation(TypedDict, total=False):
-    AllocationType: Optional[AllocationType]
-    Count: Optional[Integer]
+    AllocationType: AllocationType | None
+    Count: Integer | None
 
 
-CapacityAllocations = List[CapacityAllocation]
-CapacityReservationIdSet = List[CapacityReservationId]
+CapacityAllocations = list[CapacityAllocation]
+CapacityReservationIdSet = list[CapacityReservationId]
 
 
 class CapacityBlock(TypedDict, total=False):
-    CapacityBlockId: Optional[CapacityBlockId]
-    UltraserverType: Optional[String]
-    AvailabilityZone: Optional[String]
-    AvailabilityZoneId: Optional[String]
-    CapacityReservationIds: Optional[CapacityReservationIdSet]
-    StartDate: Optional[MillisecondDateTime]
-    EndDate: Optional[MillisecondDateTime]
-    CreateDate: Optional[MillisecondDateTime]
-    State: Optional[CapacityBlockResourceState]
-    Tags: Optional[TagList]
+    CapacityBlockId: CapacityBlockId | None
+    UltraserverType: String | None
+    AvailabilityZone: String | None
+    AvailabilityZoneId: String | None
+    CapacityReservationIds: CapacityReservationIdSet | None
+    StartDate: MillisecondDateTime | None
+    EndDate: MillisecondDateTime | None
+    CreateDate: MillisecondDateTime | None
+    State: CapacityBlockResourceState | None
+    Tags: TagList | None
 
 
 class CapacityBlockExtension(TypedDict, total=False):
-    CapacityReservationId: Optional[CapacityReservationId]
-    InstanceType: Optional[String]
-    InstanceCount: Optional[Integer]
-    AvailabilityZone: Optional[AvailabilityZoneName]
-    AvailabilityZoneId: Optional[AvailabilityZoneId]
-    CapacityBlockExtensionOfferingId: Optional[OfferingId]
-    CapacityBlockExtensionDurationHours: Optional[Integer]
-    CapacityBlockExtensionStatus: Optional[CapacityBlockExtensionStatus]
-    CapacityBlockExtensionPurchaseDate: Optional[MillisecondDateTime]
-    CapacityBlockExtensionStartDate: Optional[MillisecondDateTime]
-    CapacityBlockExtensionEndDate: Optional[MillisecondDateTime]
-    UpfrontFee: Optional[String]
-    CurrencyCode: Optional[String]
+    CapacityReservationId: CapacityReservationId | None
+    InstanceType: String | None
+    InstanceCount: Integer | None
+    AvailabilityZone: AvailabilityZoneName | None
+    AvailabilityZoneId: AvailabilityZoneId | None
+    CapacityBlockExtensionOfferingId: OfferingId | None
+    CapacityBlockExtensionDurationHours: Integer | None
+    CapacityBlockExtensionStatus: CapacityBlockExtensionStatus | None
+    CapacityBlockExtensionPurchaseDate: MillisecondDateTime | None
+    CapacityBlockExtensionStartDate: MillisecondDateTime | None
+    CapacityBlockExtensionEndDate: MillisecondDateTime | None
+    UpfrontFee: String | None
+    CurrencyCode: String | None
 
 
 class CapacityBlockExtensionOffering(TypedDict, total=False):
-    CapacityBlockExtensionOfferingId: Optional[OfferingId]
-    InstanceType: Optional[String]
-    InstanceCount: Optional[Integer]
-    AvailabilityZone: Optional[AvailabilityZoneName]
-    AvailabilityZoneId: Optional[AvailabilityZoneId]
-    StartDate: Optional[MillisecondDateTime]
-    CapacityBlockExtensionStartDate: Optional[MillisecondDateTime]
-    CapacityBlockExtensionEndDate: Optional[MillisecondDateTime]
-    CapacityBlockExtensionDurationHours: Optional[Integer]
-    UpfrontFee: Optional[String]
-    CurrencyCode: Optional[String]
-    Tenancy: Optional[CapacityReservationTenancy]
+    CapacityBlockExtensionOfferingId: OfferingId | None
+    InstanceType: String | None
+    InstanceCount: Integer | None
+    AvailabilityZone: AvailabilityZoneName | None
+    AvailabilityZoneId: AvailabilityZoneId | None
+    StartDate: MillisecondDateTime | None
+    CapacityBlockExtensionStartDate: MillisecondDateTime | None
+    CapacityBlockExtensionEndDate: MillisecondDateTime | None
+    CapacityBlockExtensionDurationHours: Integer | None
+    UpfrontFee: String | None
+    CurrencyCode: String | None
+    Tenancy: CapacityReservationTenancy | None
 
 
-CapacityBlockExtensionOfferingSet = List[CapacityBlockExtensionOffering]
-CapacityBlockExtensionSet = List[CapacityBlockExtension]
-CapacityBlockIds = List[CapacityBlockId]
+CapacityBlockExtensionOfferingSet = list[CapacityBlockExtensionOffering]
+CapacityBlockExtensionSet = list[CapacityBlockExtension]
+CapacityBlockIds = list[CapacityBlockId]
 
 
 class CapacityBlockOffering(TypedDict, total=False):
-    CapacityBlockOfferingId: Optional[OfferingId]
-    InstanceType: Optional[String]
-    AvailabilityZone: Optional[String]
-    InstanceCount: Optional[Integer]
-    StartDate: Optional[MillisecondDateTime]
-    EndDate: Optional[MillisecondDateTime]
-    CapacityBlockDurationHours: Optional[Integer]
-    UpfrontFee: Optional[String]
-    CurrencyCode: Optional[String]
-    Tenancy: Optional[CapacityReservationTenancy]
-    UltraserverType: Optional[String]
-    UltraserverCount: Optional[BoxedInteger]
-    CapacityBlockDurationMinutes: Optional[Integer]
+    CapacityBlockOfferingId: OfferingId | None
+    InstanceType: String | None
+    AvailabilityZone: String | None
+    InstanceCount: Integer | None
+    StartDate: MillisecondDateTime | None
+    EndDate: MillisecondDateTime | None
+    CapacityBlockDurationHours: Integer | None
+    UpfrontFee: String | None
+    CurrencyCode: String | None
+    Tenancy: CapacityReservationTenancy | None
+    UltraserverType: String | None
+    UltraserverCount: BoxedInteger | None
+    CapacityBlockDurationMinutes: Integer | None
 
 
-CapacityBlockOfferingSet = List[CapacityBlockOffering]
-CapacityBlockSet = List[CapacityBlock]
+CapacityBlockOfferingSet = list[CapacityBlockOffering]
+CapacityBlockSet = list[CapacityBlock]
 
 
 class CapacityReservationStatus(TypedDict, total=False):
-    CapacityReservationId: Optional[CapacityReservationId]
-    TotalCapacity: Optional[Integer]
-    TotalAvailableCapacity: Optional[Integer]
-    TotalUnavailableCapacity: Optional[Integer]
+    CapacityReservationId: CapacityReservationId | None
+    TotalCapacity: Integer | None
+    TotalAvailableCapacity: Integer | None
+    TotalUnavailableCapacity: Integer | None
 
 
-CapacityReservationStatusSet = List[CapacityReservationStatus]
+CapacityReservationStatusSet = list[CapacityReservationStatus]
 
 
 class CapacityBlockStatus(TypedDict, total=False):
-    CapacityBlockId: Optional[CapacityBlockId]
-    InterconnectStatus: Optional[CapacityBlockInterconnectStatus]
-    TotalCapacity: Optional[Integer]
-    TotalAvailableCapacity: Optional[Integer]
-    TotalUnavailableCapacity: Optional[Integer]
-    CapacityReservationStatuses: Optional[CapacityReservationStatusSet]
+    CapacityBlockId: CapacityBlockId | None
+    InterconnectStatus: CapacityBlockInterconnectStatus | None
+    TotalCapacity: Integer | None
+    TotalAvailableCapacity: Integer | None
+    TotalUnavailableCapacity: Integer | None
+    CapacityReservationStatuses: CapacityReservationStatusSet | None
 
 
-CapacityBlockStatusSet = List[CapacityBlockStatus]
-ConditionValueList = List[String]
+CapacityBlockStatusSet = list[CapacityBlockStatus]
+ConditionValueList = list[String]
 
 
 class DimensionCondition(TypedDict, total=False):
-    Dimension: Optional[FilterByDimension]
-    Comparison: Optional[Comparison]
-    Values: Optional[ConditionValueList]
+    Dimension: FilterByDimension | None
+    Comparison: Comparison | None
+    Values: ConditionValueList | None
 
 
 class CapacityManagerCondition(TypedDict, total=False):
-    DimensionCondition: Optional[DimensionCondition]
+    DimensionCondition: DimensionCondition | None
 
 
-CapacityManagerConditionSet = List[CapacityManagerCondition]
-CapacityManagerDataExportIdSet = List[CapacityManagerDataExportId]
+CapacityManagerConditionSet = list[CapacityManagerCondition]
+CapacityManagerDataExportIdSet = list[CapacityManagerDataExportId]
 
 
 class CapacityManagerDataExportResponse(TypedDict, total=False):
-    CapacityManagerDataExportId: Optional[CapacityManagerDataExportId]
-    S3BucketName: Optional[String]
-    S3BucketPrefix: Optional[String]
-    Schedule: Optional[Schedule]
-    OutputFormat: Optional[OutputFormat]
-    CreateTime: Optional[MillisecondDateTime]
-    LatestDeliveryStatus: Optional[CapacityManagerDataExportStatus]
-    LatestDeliveryStatusMessage: Optional[String]
-    LatestDeliveryS3LocationUri: Optional[String]
-    LatestDeliveryTime: Optional[MillisecondDateTime]
-    Tags: Optional[TagList]
+    CapacityManagerDataExportId: CapacityManagerDataExportId | None
+    S3BucketName: String | None
+    S3BucketPrefix: String | None
+    Schedule: Schedule | None
+    OutputFormat: OutputFormat | None
+    CreateTime: MillisecondDateTime | None
+    LatestDeliveryStatus: CapacityManagerDataExportStatus | None
+    LatestDeliveryStatusMessage: String | None
+    LatestDeliveryS3LocationUri: String | None
+    LatestDeliveryTime: MillisecondDateTime | None
+    Tags: TagList | None
 
 
-CapacityManagerDataExportResponseSet = List[CapacityManagerDataExportResponse]
+CapacityManagerDataExportResponseSet = list[CapacityManagerDataExportResponse]
 
 
 class CapacityManagerDimension(TypedDict, total=False):
-    ResourceRegion: Optional[String]
-    AvailabilityZoneId: Optional[String]
-    AccountId: Optional[String]
-    InstanceFamily: Optional[String]
-    InstanceType: Optional[String]
-    InstancePlatform: Optional[String]
-    ReservationArn: Optional[String]
-    ReservationId: Optional[String]
-    ReservationType: Optional[ReservationType]
-    ReservationCreateTimestamp: Optional[MillisecondDateTime]
-    ReservationStartTimestamp: Optional[MillisecondDateTime]
-    ReservationEndTimestamp: Optional[MillisecondDateTime]
-    ReservationEndDateType: Optional[ReservationEndDateType]
-    Tenancy: Optional[CapacityTenancy]
-    ReservationState: Optional[ReservationState]
-    ReservationInstanceMatchCriteria: Optional[String]
-    ReservationUnusedFinancialOwner: Optional[String]
+    ResourceRegion: String | None
+    AvailabilityZoneId: String | None
+    AccountId: String | None
+    InstanceFamily: String | None
+    InstanceType: String | None
+    InstancePlatform: String | None
+    ReservationArn: String | None
+    ReservationId: String | None
+    ReservationType: ReservationType | None
+    ReservationCreateTimestamp: MillisecondDateTime | None
+    ReservationStartTimestamp: MillisecondDateTime | None
+    ReservationEndTimestamp: MillisecondDateTime | None
+    ReservationEndDateType: ReservationEndDateType | None
+    Tenancy: CapacityTenancy | None
+    ReservationState: ReservationState | None
+    ReservationInstanceMatchCriteria: String | None
+    ReservationUnusedFinancialOwner: String | None
 
 
 class CapacityReservationCommitmentInfo(TypedDict, total=False):
-    CommittedInstanceCount: Optional[Integer]
-    CommitmentEndDate: Optional[MillisecondDateTime]
+    CommittedInstanceCount: Integer | None
+    CommitmentEndDate: MillisecondDateTime | None
 
 
 class CapacityReservation(TypedDict, total=False):
-    CapacityReservationId: Optional[String]
-    OwnerId: Optional[String]
-    CapacityReservationArn: Optional[String]
-    AvailabilityZoneId: Optional[String]
-    InstanceType: Optional[String]
-    InstancePlatform: Optional[CapacityReservationInstancePlatform]
-    AvailabilityZone: Optional[String]
-    Tenancy: Optional[CapacityReservationTenancy]
-    TotalInstanceCount: Optional[Integer]
-    AvailableInstanceCount: Optional[Integer]
-    EbsOptimized: Optional[Boolean]
-    EphemeralStorage: Optional[Boolean]
-    State: Optional[CapacityReservationState]
-    StartDate: Optional[MillisecondDateTime]
-    EndDate: Optional[DateTime]
-    EndDateType: Optional[EndDateType]
-    InstanceMatchCriteria: Optional[InstanceMatchCriteria]
-    CreateDate: Optional[DateTime]
-    Tags: Optional[TagList]
-    OutpostArn: Optional[OutpostArn]
-    CapacityReservationFleetId: Optional[String]
-    PlacementGroupArn: Optional[PlacementGroupArn]
-    CapacityAllocations: Optional[CapacityAllocations]
-    ReservationType: Optional[CapacityReservationType]
-    UnusedReservationBillingOwnerId: Optional[AccountID]
-    CommitmentInfo: Optional[CapacityReservationCommitmentInfo]
-    DeliveryPreference: Optional[CapacityReservationDeliveryPreference]
-    CapacityBlockId: Optional[CapacityBlockId]
+    CapacityReservationId: String | None
+    OwnerId: String | None
+    CapacityReservationArn: String | None
+    AvailabilityZoneId: String | None
+    InstanceType: String | None
+    InstancePlatform: CapacityReservationInstancePlatform | None
+    AvailabilityZone: String | None
+    Tenancy: CapacityReservationTenancy | None
+    TotalInstanceCount: Integer | None
+    AvailableInstanceCount: Integer | None
+    EbsOptimized: Boolean | None
+    EphemeralStorage: Boolean | None
+    State: CapacityReservationState | None
+    StartDate: MillisecondDateTime | None
+    EndDate: DateTime | None
+    EndDateType: EndDateType | None
+    InstanceMatchCriteria: InstanceMatchCriteria | None
+    CreateDate: DateTime | None
+    Tags: TagList | None
+    OutpostArn: OutpostArn | None
+    CapacityReservationFleetId: String | None
+    PlacementGroupArn: PlacementGroupArn | None
+    CapacityAllocations: CapacityAllocations | None
+    ReservationType: CapacityReservationType | None
+    UnusedReservationBillingOwnerId: AccountID | None
+    CommitmentInfo: CapacityReservationCommitmentInfo | None
+    DeliveryPreference: CapacityReservationDeliveryPreference | None
+    CapacityBlockId: CapacityBlockId | None
 
 
 class CapacityReservationInfo(TypedDict, total=False):
-    InstanceType: Optional[String]
-    AvailabilityZone: Optional[AvailabilityZoneName]
-    Tenancy: Optional[CapacityReservationTenancy]
-    AvailabilityZoneId: Optional[AvailabilityZoneId]
+    InstanceType: String | None
+    AvailabilityZone: AvailabilityZoneName | None
+    Tenancy: CapacityReservationTenancy | None
+    AvailabilityZoneId: AvailabilityZoneId | None
 
 
 class CapacityReservationBillingRequest(TypedDict, total=False):
-    CapacityReservationId: Optional[String]
-    RequestedBy: Optional[String]
-    UnusedReservationBillingOwnerId: Optional[AccountID]
-    LastUpdateTime: Optional[MillisecondDateTime]
-    Status: Optional[CapacityReservationBillingRequestStatus]
-    StatusMessage: Optional[String]
-    CapacityReservationInfo: Optional[CapacityReservationInfo]
+    CapacityReservationId: String | None
+    RequestedBy: String | None
+    UnusedReservationBillingOwnerId: AccountID | None
+    LastUpdateTime: MillisecondDateTime | None
+    Status: CapacityReservationBillingRequestStatus | None
+    StatusMessage: String | None
+    CapacityReservationInfo: CapacityReservationInfo | None
 
 
-CapacityReservationBillingRequestSet = List[CapacityReservationBillingRequest]
+CapacityReservationBillingRequestSet = list[CapacityReservationBillingRequest]
 CapacityReservationCommitmentDuration = int
 
 
 class FleetCapacityReservation(TypedDict, total=False):
-    CapacityReservationId: Optional[CapacityReservationId]
-    AvailabilityZoneId: Optional[String]
-    InstanceType: Optional[InstanceType]
-    InstancePlatform: Optional[CapacityReservationInstancePlatform]
-    AvailabilityZone: Optional[String]
-    TotalInstanceCount: Optional[Integer]
-    FulfilledCapacity: Optional[Double]
-    EbsOptimized: Optional[Boolean]
-    CreateDate: Optional[MillisecondDateTime]
-    Weight: Optional[DoubleWithConstraints]
-    Priority: Optional[IntegerWithConstraints]
+    CapacityReservationId: CapacityReservationId | None
+    AvailabilityZoneId: String | None
+    InstanceType: InstanceType | None
+    InstancePlatform: CapacityReservationInstancePlatform | None
+    AvailabilityZone: String | None
+    TotalInstanceCount: Integer | None
+    FulfilledCapacity: Double | None
+    EbsOptimized: Boolean | None
+    CreateDate: MillisecondDateTime | None
+    Weight: DoubleWithConstraints | None
+    Priority: IntegerWithConstraints | None
 
 
-FleetCapacityReservationSet = List[FleetCapacityReservation]
+FleetCapacityReservationSet = list[FleetCapacityReservation]
 
 
 class CapacityReservationFleet(TypedDict, total=False):
-    CapacityReservationFleetId: Optional[CapacityReservationFleetId]
-    CapacityReservationFleetArn: Optional[String]
-    State: Optional[CapacityReservationFleetState]
-    TotalTargetCapacity: Optional[Integer]
-    TotalFulfilledCapacity: Optional[Double]
-    Tenancy: Optional[FleetCapacityReservationTenancy]
-    EndDate: Optional[MillisecondDateTime]
-    CreateTime: Optional[MillisecondDateTime]
-    InstanceMatchCriteria: Optional[FleetInstanceMatchCriteria]
-    AllocationStrategy: Optional[String]
-    InstanceTypeSpecifications: Optional[FleetCapacityReservationSet]
-    Tags: Optional[TagList]
+    CapacityReservationFleetId: CapacityReservationFleetId | None
+    CapacityReservationFleetArn: String | None
+    State: CapacityReservationFleetState | None
+    TotalTargetCapacity: Integer | None
+    TotalFulfilledCapacity: Double | None
+    Tenancy: FleetCapacityReservationTenancy | None
+    EndDate: MillisecondDateTime | None
+    CreateTime: MillisecondDateTime | None
+    InstanceMatchCriteria: FleetInstanceMatchCriteria | None
+    AllocationStrategy: String | None
+    InstanceTypeSpecifications: FleetCapacityReservationSet | None
+    Tags: TagList | None
 
 
-CapacityReservationFleetSet = List[CapacityReservationFleet]
+CapacityReservationFleetSet = list[CapacityReservationFleet]
 
 
 class CapacityReservationGroup(TypedDict, total=False):
-    GroupArn: Optional[String]
-    OwnerId: Optional[String]
+    GroupArn: String | None
+    OwnerId: String | None
 
 
-CapacityReservationGroupSet = List[CapacityReservationGroup]
+CapacityReservationGroupSet = list[CapacityReservationGroup]
 
 
 class CapacityReservationOptions(TypedDict, total=False):
-    UsageStrategy: Optional[FleetCapacityReservationUsageStrategy]
+    UsageStrategy: FleetCapacityReservationUsageStrategy | None
 
 
 class CapacityReservationOptionsRequest(TypedDict, total=False):
-    UsageStrategy: Optional[FleetCapacityReservationUsageStrategy]
+    UsageStrategy: FleetCapacityReservationUsageStrategy | None
 
 
-CapacityReservationSet = List[CapacityReservation]
+CapacityReservationSet = list[CapacityReservation]
 
 
 class CapacityReservationTarget(TypedDict, total=False):
-    CapacityReservationId: Optional[CapacityReservationId]
-    CapacityReservationResourceGroupArn: Optional[String]
+    CapacityReservationId: CapacityReservationId | None
+    CapacityReservationResourceGroupArn: String | None
 
 
 class CapacityReservationSpecification(TypedDict, total=False):
-    CapacityReservationPreference: Optional[CapacityReservationPreference]
-    CapacityReservationTarget: Optional[CapacityReservationTarget]
+    CapacityReservationPreference: CapacityReservationPreference | None
+    CapacityReservationTarget: CapacityReservationTarget | None
 
 
 class CapacityReservationTargetResponse(TypedDict, total=False):
-    CapacityReservationId: Optional[String]
-    CapacityReservationResourceGroupArn: Optional[String]
+    CapacityReservationId: String | None
+    CapacityReservationResourceGroupArn: String | None
 
 
 class CapacityReservationSpecificationResponse(TypedDict, total=False):
-    CapacityReservationPreference: Optional[CapacityReservationPreference]
-    CapacityReservationTarget: Optional[CapacityReservationTargetResponse]
+    CapacityReservationPreference: CapacityReservationPreference | None
+    CapacityReservationTarget: CapacityReservationTargetResponse | None
 
 
-NetworkNodeSet = List[String]
+NetworkNodeSet = list[String]
 
 
 class CapacityReservationTopology(TypedDict, total=False):
-    CapacityReservationId: Optional[String]
-    CapacityBlockId: Optional[String]
-    State: Optional[String]
-    InstanceType: Optional[String]
-    GroupName: Optional[String]
-    NetworkNodes: Optional[NetworkNodeSet]
-    AvailabilityZoneId: Optional[String]
-    AvailabilityZone: Optional[String]
+    CapacityReservationId: String | None
+    CapacityBlockId: String | None
+    State: String | None
+    InstanceType: String | None
+    GroupName: String | None
+    NetworkNodes: NetworkNodeSet | None
+    AvailabilityZoneId: String | None
+    AvailabilityZone: String | None
 
 
-CapacityReservationTopologySet = List[CapacityReservationTopology]
+CapacityReservationTopologySet = list[CapacityReservationTopology]
 
 
 class CarrierGateway(TypedDict, total=False):
-    CarrierGatewayId: Optional[CarrierGatewayId]
-    VpcId: Optional[VpcId]
-    State: Optional[CarrierGatewayState]
-    OwnerId: Optional[String]
-    Tags: Optional[TagList]
+    CarrierGatewayId: CarrierGatewayId | None
+    VpcId: VpcId | None
+    State: CarrierGatewayState | None
+    OwnerId: String | None
+    Tags: TagList | None
 
 
-CarrierGatewayIdSet = List[CarrierGatewayId]
-CarrierGatewaySet = List[CarrierGateway]
+CarrierGatewayIdSet = list[CarrierGatewayId]
+CarrierGatewaySet = list[CarrierGateway]
 
 
 class CertificateAuthentication(TypedDict, total=False):
-    ClientRootCertificateChain: Optional[String]
+    ClientRootCertificateChain: String | None
 
 
 class CertificateAuthenticationRequest(TypedDict, total=False):
-    ClientRootCertificateChainArn: Optional[String]
+    ClientRootCertificateChainArn: String | None
 
 
 class CidrAuthorizationContext(TypedDict, total=False):
@@ -6718,1762 +6736,1774 @@ class CidrAuthorizationContext(TypedDict, total=False):
 
 
 class ClassicLinkDnsSupport(TypedDict, total=False):
-    ClassicLinkDnsSupported: Optional[Boolean]
-    VpcId: Optional[String]
+    ClassicLinkDnsSupported: Boolean | None
+    VpcId: String | None
 
 
-ClassicLinkDnsSupportList = List[ClassicLinkDnsSupport]
+ClassicLinkDnsSupportList = list[ClassicLinkDnsSupport]
 
 
 class GroupIdentifier(TypedDict, total=False):
-    GroupId: Optional[String]
-    GroupName: Optional[String]
+    GroupId: String | None
+    GroupName: String | None
 
 
-GroupIdentifierList = List[GroupIdentifier]
+GroupIdentifierList = list[GroupIdentifier]
 
 
 class ClassicLinkInstance(TypedDict, total=False):
-    Groups: Optional[GroupIdentifierList]
-    InstanceId: Optional[String]
-    Tags: Optional[TagList]
-    VpcId: Optional[String]
+    Groups: GroupIdentifierList | None
+    InstanceId: String | None
+    Tags: TagList | None
+    VpcId: String | None
 
 
-ClassicLinkInstanceList = List[ClassicLinkInstance]
+ClassicLinkInstanceList = list[ClassicLinkInstance]
 
 
 class ClassicLoadBalancer(TypedDict, total=False):
-    Name: Optional[String]
+    Name: String | None
 
 
-ClassicLoadBalancers = List[ClassicLoadBalancer]
+ClassicLoadBalancers = list[ClassicLoadBalancer]
 
 
 class ClassicLoadBalancersConfig(TypedDict, total=False):
-    ClassicLoadBalancers: Optional[ClassicLoadBalancers]
+    ClassicLoadBalancers: ClassicLoadBalancers | None
 
 
 class ClientCertificateRevocationListStatus(TypedDict, total=False):
-    Code: Optional[ClientCertificateRevocationListStatusCode]
-    Message: Optional[String]
+    Code: ClientCertificateRevocationListStatusCode | None
+    Message: String | None
 
 
 class ClientConnectOptions(TypedDict, total=False):
-    Enabled: Optional[Boolean]
-    LambdaFunctionArn: Optional[String]
+    Enabled: Boolean | None
+    LambdaFunctionArn: String | None
 
 
 class ClientVpnEndpointAttributeStatus(TypedDict, total=False):
-    Code: Optional[ClientVpnEndpointAttributeStatusCode]
-    Message: Optional[String]
+    Code: ClientVpnEndpointAttributeStatusCode | None
+    Message: String | None
 
 
 class ClientConnectResponseOptions(TypedDict, total=False):
-    Enabled: Optional[Boolean]
-    LambdaFunctionArn: Optional[String]
-    Status: Optional[ClientVpnEndpointAttributeStatus]
+    Enabled: Boolean | None
+    LambdaFunctionArn: String | None
+    Status: ClientVpnEndpointAttributeStatus | None
 
 
 class ClientData(TypedDict, total=False):
-    Comment: Optional[String]
-    UploadEnd: Optional[DateTime]
-    UploadSize: Optional[Double]
-    UploadStart: Optional[DateTime]
+    Comment: String | None
+    UploadEnd: DateTime | None
+    UploadSize: Double | None
+    UploadStart: DateTime | None
 
 
 class ClientLoginBannerOptions(TypedDict, total=False):
-    Enabled: Optional[Boolean]
-    BannerText: Optional[String]
+    Enabled: Boolean | None
+    BannerText: String | None
 
 
 class ClientLoginBannerResponseOptions(TypedDict, total=False):
-    Enabled: Optional[Boolean]
-    BannerText: Optional[String]
+    Enabled: Boolean | None
+    BannerText: String | None
 
 
 class ClientRouteEnforcementOptions(TypedDict, total=False):
-    Enforced: Optional[Boolean]
+    Enforced: Boolean | None
 
 
 class ClientRouteEnforcementResponseOptions(TypedDict, total=False):
-    Enforced: Optional[Boolean]
+    Enforced: Boolean | None
 
 
 class FederatedAuthentication(TypedDict, total=False):
-    SamlProviderArn: Optional[String]
-    SelfServiceSamlProviderArn: Optional[String]
+    SamlProviderArn: String | None
+    SelfServiceSamlProviderArn: String | None
 
 
 class DirectoryServiceAuthentication(TypedDict, total=False):
-    DirectoryId: Optional[String]
+    DirectoryId: String | None
 
 
 class ClientVpnAuthentication(TypedDict, total=False):
-    Type: Optional[ClientVpnAuthenticationType]
-    ActiveDirectory: Optional[DirectoryServiceAuthentication]
-    MutualAuthentication: Optional[CertificateAuthentication]
-    FederatedAuthentication: Optional[FederatedAuthentication]
+    Type: ClientVpnAuthenticationType | None
+    ActiveDirectory: DirectoryServiceAuthentication | None
+    MutualAuthentication: CertificateAuthentication | None
+    FederatedAuthentication: FederatedAuthentication | None
 
 
-ClientVpnAuthenticationList = List[ClientVpnAuthentication]
+ClientVpnAuthenticationList = list[ClientVpnAuthentication]
 
 
 class FederatedAuthenticationRequest(TypedDict, total=False):
-    SAMLProviderArn: Optional[String]
-    SelfServiceSAMLProviderArn: Optional[String]
+    SAMLProviderArn: String | None
+    SelfServiceSAMLProviderArn: String | None
 
 
 class DirectoryServiceAuthenticationRequest(TypedDict, total=False):
-    DirectoryId: Optional[String]
+    DirectoryId: String | None
 
 
 class ClientVpnAuthenticationRequest(TypedDict, total=False):
-    Type: Optional[ClientVpnAuthenticationType]
-    ActiveDirectory: Optional[DirectoryServiceAuthenticationRequest]
-    MutualAuthentication: Optional[CertificateAuthenticationRequest]
-    FederatedAuthentication: Optional[FederatedAuthenticationRequest]
+    Type: ClientVpnAuthenticationType | None
+    ActiveDirectory: DirectoryServiceAuthenticationRequest | None
+    MutualAuthentication: CertificateAuthenticationRequest | None
+    FederatedAuthentication: FederatedAuthenticationRequest | None
 
 
-ClientVpnAuthenticationRequestList = List[ClientVpnAuthenticationRequest]
+ClientVpnAuthenticationRequestList = list[ClientVpnAuthenticationRequest]
 
 
 class ClientVpnConnectionStatus(TypedDict, total=False):
-    Code: Optional[ClientVpnConnectionStatusCode]
-    Message: Optional[String]
+    Code: ClientVpnConnectionStatusCode | None
+    Message: String | None
 
 
 class ClientVpnConnection(TypedDict, total=False):
-    ClientVpnEndpointId: Optional[String]
-    Timestamp: Optional[String]
-    ConnectionId: Optional[String]
-    Username: Optional[String]
-    ConnectionEstablishedTime: Optional[String]
-    IngressBytes: Optional[String]
-    EgressBytes: Optional[String]
-    IngressPackets: Optional[String]
-    EgressPackets: Optional[String]
-    ClientIp: Optional[String]
-    ClientIpv6Address: Optional[String]
-    CommonName: Optional[String]
-    Status: Optional[ClientVpnConnectionStatus]
-    ConnectionEndTime: Optional[String]
-    PostureComplianceStatuses: Optional[ValueStringList]
-
-
-ClientVpnConnectionSet = List[ClientVpnConnection]
+    ClientVpnEndpointId: String | None
+    Timestamp: String | None
+    ConnectionId: String | None
+    Username: String | None
+    ConnectionEstablishedTime: String | None
+    IngressBytes: String | None
+    EgressBytes: String | None
+    IngressPackets: String | None
+    EgressPackets: String | None
+    ClientIp: String | None
+    ClientIpv6Address: String | None
+    CommonName: String | None
+    Status: ClientVpnConnectionStatus | None
+    ConnectionEndTime: String | None
+    PostureComplianceStatuses: ValueStringList | None
+
+
+ClientVpnConnectionSet = list[ClientVpnConnection]
 
 
 class ConnectionLogResponseOptions(TypedDict, total=False):
-    Enabled: Optional[Boolean]
-    CloudwatchLogGroup: Optional[String]
-    CloudwatchLogStream: Optional[String]
+    Enabled: Boolean | None
+    CloudwatchLogGroup: String | None
+    CloudwatchLogStream: String | None
 
 
 class ClientVpnEndpointStatus(TypedDict, total=False):
-    Code: Optional[ClientVpnEndpointStatusCode]
-    Message: Optional[String]
+    Code: ClientVpnEndpointStatusCode | None
+    Message: String | None
 
 
 class ClientVpnEndpoint(TypedDict, total=False):
-    ClientVpnEndpointId: Optional[String]
-    Description: Optional[String]
-    Status: Optional[ClientVpnEndpointStatus]
-    CreationTime: Optional[String]
-    DeletionTime: Optional[String]
-    DnsName: Optional[String]
-    ClientCidrBlock: Optional[String]
-    DnsServers: Optional[ValueStringList]
-    SplitTunnel: Optional[Boolean]
-    VpnProtocol: Optional[VpnProtocol]
-    TransportProtocol: Optional[TransportProtocol]
-    VpnPort: Optional[Integer]
-    AssociatedTargetNetworks: Optional[AssociatedTargetNetworkSet]
-    ServerCertificateArn: Optional[String]
-    AuthenticationOptions: Optional[ClientVpnAuthenticationList]
-    ConnectionLogOptions: Optional[ConnectionLogResponseOptions]
-    Tags: Optional[TagList]
-    SecurityGroupIds: Optional[ClientVpnSecurityGroupIdSet]
-    VpcId: Optional[VpcId]
-    SelfServicePortalUrl: Optional[String]
-    ClientConnectOptions: Optional[ClientConnectResponseOptions]
-    SessionTimeoutHours: Optional[Integer]
-    ClientLoginBannerOptions: Optional[ClientLoginBannerResponseOptions]
-    ClientRouteEnforcementOptions: Optional[ClientRouteEnforcementResponseOptions]
-    DisconnectOnSessionTimeout: Optional[Boolean]
-    EndpointIpAddressType: Optional[EndpointIpAddressType]
-    TrafficIpAddressType: Optional[TrafficIpAddressType]
-
-
-ClientVpnEndpointIdList = List[ClientVpnEndpointId]
+    ClientVpnEndpointId: String | None
+    Description: String | None
+    Status: ClientVpnEndpointStatus | None
+    CreationTime: String | None
+    DeletionTime: String | None
+    DnsName: String | None
+    ClientCidrBlock: String | None
+    DnsServers: ValueStringList | None
+    SplitTunnel: Boolean | None
+    VpnProtocol: VpnProtocol | None
+    TransportProtocol: TransportProtocol | None
+    VpnPort: Integer | None
+    AssociatedTargetNetworks: AssociatedTargetNetworkSet | None
+    ServerCertificateArn: String | None
+    AuthenticationOptions: ClientVpnAuthenticationList | None
+    ConnectionLogOptions: ConnectionLogResponseOptions | None
+    Tags: TagList | None
+    SecurityGroupIds: ClientVpnSecurityGroupIdSet | None
+    VpcId: VpcId | None
+    SelfServicePortalUrl: String | None
+    ClientConnectOptions: ClientConnectResponseOptions | None
+    SessionTimeoutHours: Integer | None
+    ClientLoginBannerOptions: ClientLoginBannerResponseOptions | None
+    ClientRouteEnforcementOptions: ClientRouteEnforcementResponseOptions | None
+    DisconnectOnSessionTimeout: Boolean | None
+    EndpointIpAddressType: EndpointIpAddressType | None
+    TrafficIpAddressType: TrafficIpAddressType | None
+
+
+ClientVpnEndpointIdList = list[ClientVpnEndpointId]
 
 
 class ClientVpnRouteStatus(TypedDict, total=False):
-    Code: Optional[ClientVpnRouteStatusCode]
-    Message: Optional[String]
+    Code: ClientVpnRouteStatusCode | None
+    Message: String | None
 
 
 class ClientVpnRoute(TypedDict, total=False):
-    ClientVpnEndpointId: Optional[String]
-    DestinationCidr: Optional[String]
-    TargetSubnet: Optional[String]
-    Type: Optional[String]
-    Origin: Optional[String]
-    Status: Optional[ClientVpnRouteStatus]
-    Description: Optional[String]
+    ClientVpnEndpointId: String | None
+    DestinationCidr: String | None
+    TargetSubnet: String | None
+    Type: String | None
+    Origin: String | None
+    Status: ClientVpnRouteStatus | None
+    Description: String | None
 
 
-ClientVpnRouteSet = List[ClientVpnRoute]
+ClientVpnRouteSet = list[ClientVpnRoute]
 
 
 class CloudWatchLogOptions(TypedDict, total=False):
-    LogEnabled: Optional[Boolean]
-    LogGroupArn: Optional[String]
-    LogOutputFormat: Optional[String]
+    LogEnabled: Boolean | None
+    LogGroupArn: String | None
+    LogOutputFormat: String | None
 
 
 class CloudWatchLogOptionsSpecification(TypedDict, total=False):
-    LogEnabled: Optional[Boolean]
-    LogGroupArn: Optional[CloudWatchLogGroupArn]
-    LogOutputFormat: Optional[String]
+    LogEnabled: Boolean | None
+    LogGroupArn: CloudWatchLogGroupArn | None
+    LogOutputFormat: String | None
 
 
 class CoipAddressUsage(TypedDict, total=False):
-    AllocationId: Optional[String]
-    AwsAccountId: Optional[String]
-    AwsService: Optional[String]
-    CoIp: Optional[String]
+    AllocationId: String | None
+    AwsAccountId: String | None
+    AwsService: String | None
+    CoIp: String | None
 
 
-CoipAddressUsageSet = List[CoipAddressUsage]
+CoipAddressUsageSet = list[CoipAddressUsage]
 
 
 class CoipCidr(TypedDict, total=False):
-    Cidr: Optional[String]
-    CoipPoolId: Optional[Ipv4PoolCoipId]
-    LocalGatewayRouteTableId: Optional[String]
+    Cidr: String | None
+    CoipPoolId: Ipv4PoolCoipId | None
+    LocalGatewayRouteTableId: String | None
 
 
 class CoipPool(TypedDict, total=False):
-    PoolId: Optional[Ipv4PoolCoipId]
-    PoolCidrs: Optional[ValueStringList]
-    LocalGatewayRouteTableId: Optional[LocalGatewayRoutetableId]
-    Tags: Optional[TagList]
-    PoolArn: Optional[ResourceArn]
+    PoolId: Ipv4PoolCoipId | None
+    PoolCidrs: ValueStringList | None
+    LocalGatewayRouteTableId: LocalGatewayRoutetableId | None
+    Tags: TagList | None
+    PoolArn: ResourceArn | None
 
 
-CoipPoolIdSet = List[Ipv4PoolCoipId]
-CoipPoolSet = List[CoipPool]
+CoipPoolIdSet = list[Ipv4PoolCoipId]
+CoipPoolSet = list[CoipPool]
 
 
 class ConfirmProductInstanceRequest(ServiceRequest):
     InstanceId: InstanceId
     ProductCode: String
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class ConfirmProductInstanceResult(TypedDict, total=False):
-    Return: Optional[Boolean]
-    OwnerId: Optional[String]
+    Return: Boolean | None
+    OwnerId: String | None
 
 
 class ConnectionLogOptions(TypedDict, total=False):
-    Enabled: Optional[Boolean]
-    CloudwatchLogGroup: Optional[String]
-    CloudwatchLogStream: Optional[String]
+    Enabled: Boolean | None
+    CloudwatchLogGroup: String | None
+    CloudwatchLogStream: String | None
 
 
 class ConnectionNotification(TypedDict, total=False):
-    ConnectionNotificationId: Optional[String]
-    ServiceId: Optional[String]
-    VpcEndpointId: Optional[String]
-    ConnectionNotificationType: Optional[ConnectionNotificationType]
-    ConnectionNotificationArn: Optional[String]
-    ConnectionEvents: Optional[ValueStringList]
-    ConnectionNotificationState: Optional[ConnectionNotificationState]
-    ServiceRegion: Optional[String]
+    ConnectionNotificationId: String | None
+    ServiceId: String | None
+    VpcEndpointId: String | None
+    ConnectionNotificationType: ConnectionNotificationType | None
+    ConnectionNotificationArn: String | None
+    ConnectionEvents: ValueStringList | None
+    ConnectionNotificationState: ConnectionNotificationState | None
+    ServiceRegion: String | None
 
 
-ConnectionNotificationIdsList = List[ConnectionNotificationId]
-ConnectionNotificationSet = List[ConnectionNotification]
+ConnectionNotificationIdsList = list[ConnectionNotificationId]
+ConnectionNotificationSet = list[ConnectionNotification]
 
 
 class ConnectionTrackingConfiguration(TypedDict, total=False):
-    TcpEstablishedTimeout: Optional[Integer]
-    UdpStreamTimeout: Optional[Integer]
-    UdpTimeout: Optional[Integer]
+    TcpEstablishedTimeout: Integer | None
+    UdpStreamTimeout: Integer | None
+    UdpTimeout: Integer | None
 
 
 class ConnectionTrackingSpecification(TypedDict, total=False):
-    TcpEstablishedTimeout: Optional[Integer]
-    UdpTimeout: Optional[Integer]
-    UdpStreamTimeout: Optional[Integer]
+    TcpEstablishedTimeout: Integer | None
+    UdpTimeout: Integer | None
+    UdpStreamTimeout: Integer | None
 
 
 class ConnectionTrackingSpecificationRequest(TypedDict, total=False):
-    TcpEstablishedTimeout: Optional[Integer]
-    UdpStreamTimeout: Optional[Integer]
-    UdpTimeout: Optional[Integer]
+    TcpEstablishedTimeout: Integer | None
+    UdpStreamTimeout: Integer | None
+    UdpTimeout: Integer | None
 
 
 class ConnectionTrackingSpecificationResponse(TypedDict, total=False):
-    TcpEstablishedTimeout: Optional[Integer]
-    UdpStreamTimeout: Optional[Integer]
-    UdpTimeout: Optional[Integer]
+    TcpEstablishedTimeout: Integer | None
+    UdpStreamTimeout: Integer | None
+    UdpTimeout: Integer | None
 
 
-ConversionIdStringList = List[ConversionTaskId]
+ConversionIdStringList = list[ConversionTaskId]
 
 
 class DiskImageVolumeDescription(TypedDict, total=False):
-    Id: Optional[String]
-    Size: Optional[Long]
+    Id: String | None
+    Size: Long | None
 
 
 class DiskImageDescription(TypedDict, total=False):
-    Checksum: Optional[String]
-    Format: Optional[DiskImageFormat]
-    ImportManifestUrl: Optional[ImportManifestUrl]
-    Size: Optional[Long]
+    Checksum: String | None
+    Format: DiskImageFormat | None
+    ImportManifestUrl: ImportManifestUrl | None
+    Size: Long | None
 
 
 class ImportVolumeTaskDetails(TypedDict, total=False):
-    AvailabilityZone: Optional[String]
-    AvailabilityZoneId: Optional[String]
-    BytesConverted: Optional[Long]
-    Description: Optional[String]
-    Image: Optional[DiskImageDescription]
-    Volume: Optional[DiskImageVolumeDescription]
+    AvailabilityZone: String | None
+    AvailabilityZoneId: String | None
+    BytesConverted: Long | None
+    Description: String | None
+    Image: DiskImageDescription | None
+    Volume: DiskImageVolumeDescription | None
 
 
 class ImportInstanceVolumeDetailItem(TypedDict, total=False):
-    AvailabilityZone: Optional[String]
-    AvailabilityZoneId: Optional[String]
-    BytesConverted: Optional[Long]
-    Description: Optional[String]
-    Image: Optional[DiskImageDescription]
-    Status: Optional[String]
-    StatusMessage: Optional[String]
-    Volume: Optional[DiskImageVolumeDescription]
+    AvailabilityZone: String | None
+    AvailabilityZoneId: String | None
+    BytesConverted: Long | None
+    Description: String | None
+    Image: DiskImageDescription | None
+    Status: String | None
+    StatusMessage: String | None
+    Volume: DiskImageVolumeDescription | None
 
 
-ImportInstanceVolumeDetailSet = List[ImportInstanceVolumeDetailItem]
+ImportInstanceVolumeDetailSet = list[ImportInstanceVolumeDetailItem]
 
 
 class ImportInstanceTaskDetails(TypedDict, total=False):
-    Description: Optional[String]
-    InstanceId: Optional[String]
-    Platform: Optional[PlatformValues]
-    Volumes: Optional[ImportInstanceVolumeDetailSet]
+    Description: String | None
+    InstanceId: String | None
+    Platform: PlatformValues | None
+    Volumes: ImportInstanceVolumeDetailSet | None
 
 
 class ConversionTask(TypedDict, total=False):
-    ConversionTaskId: Optional[String]
-    ExpirationTime: Optional[String]
-    ImportInstance: Optional[ImportInstanceTaskDetails]
-    ImportVolume: Optional[ImportVolumeTaskDetails]
-    State: Optional[ConversionTaskState]
-    StatusMessage: Optional[String]
-    Tags: Optional[TagList]
+    ConversionTaskId: String | None
+    ExpirationTime: String | None
+    ImportInstance: ImportInstanceTaskDetails | None
+    ImportVolume: ImportVolumeTaskDetails | None
+    State: ConversionTaskState | None
+    StatusMessage: String | None
+    Tags: TagList | None
 
 
 class CopyFpgaImageRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     SourceFpgaImageId: String
-    Description: Optional[String]
-    Name: Optional[String]
+    Description: String | None
+    Name: String | None
     SourceRegion: String
-    ClientToken: Optional[String]
+    ClientToken: String | None
 
 
 class CopyFpgaImageResult(TypedDict, total=False):
-    FpgaImageId: Optional[String]
+    FpgaImageId: String | None
 
 
 class CopyImageRequest(ServiceRequest):
-    ClientToken: Optional[String]
-    Description: Optional[String]
-    Encrypted: Optional[Boolean]
-    KmsKeyId: Optional[KmsKeyId]
+    ClientToken: String | None
+    Description: String | None
+    Encrypted: Boolean | None
+    KmsKeyId: KmsKeyId | None
     Name: String
     SourceImageId: String
     SourceRegion: String
-    DestinationOutpostArn: Optional[String]
-    CopyImageTags: Optional[Boolean]
-    TagSpecifications: Optional[TagSpecificationList]
-    SnapshotCopyCompletionDurationMinutes: Optional[Long]
-    DestinationAvailabilityZone: Optional[String]
-    DestinationAvailabilityZoneId: Optional[String]
-    DryRun: Optional[Boolean]
+    DestinationOutpostArn: String | None
+    CopyImageTags: Boolean | None
+    TagSpecifications: TagSpecificationList | None
+    SnapshotCopyCompletionDurationMinutes: Long | None
+    DestinationAvailabilityZone: String | None
+    DestinationAvailabilityZoneId: String | None
+    DryRun: Boolean | None
 
 
 class CopyImageResult(TypedDict, total=False):
-    ImageId: Optional[String]
+    ImageId: String | None
 
 
 class CopySnapshotRequest(ServiceRequest):
-    Description: Optional[String]
-    DestinationOutpostArn: Optional[String]
-    DestinationRegion: Optional[String]
-    Encrypted: Optional[Boolean]
-    KmsKeyId: Optional[KmsKeyId]
-    PresignedUrl: Optional[CopySnapshotRequestPSU]
+    Description: String | None
+    DestinationOutpostArn: String | None
+    DestinationRegion: String | None
+    Encrypted: Boolean | None
+    KmsKeyId: KmsKeyId | None
+    PresignedUrl: CopySnapshotRequestPSU | None
     SourceRegion: String
     SourceSnapshotId: String
-    TagSpecifications: Optional[TagSpecificationList]
-    CompletionDurationMinutes: Optional[SnapshotCompletionDurationMinutesRequest]
-    DestinationAvailabilityZone: Optional[String]
-    DryRun: Optional[Boolean]
+    TagSpecifications: TagSpecificationList | None
+    CompletionDurationMinutes: SnapshotCompletionDurationMinutesRequest | None
+    DestinationAvailabilityZone: String | None
+    DryRun: Boolean | None
 
 
 class CopySnapshotResult(TypedDict, total=False):
-    Tags: Optional[TagList]
-    SnapshotId: Optional[String]
+    Tags: TagList | None
+    SnapshotId: String | None
 
 
 class CopyVolumesRequest(ServiceRequest):
     SourceVolumeId: VolumeId
-    Iops: Optional[Integer]
-    Size: Optional[Integer]
-    VolumeType: Optional[VolumeType]
-    DryRun: Optional[Boolean]
-    TagSpecifications: Optional[TagSpecificationList]
-    MultiAttachEnabled: Optional[Boolean]
-    Throughput: Optional[Integer]
-    ClientToken: Optional[String]
+    Iops: Integer | None
+    Size: Integer | None
+    VolumeType: VolumeType | None
+    DryRun: Boolean | None
+    TagSpecifications: TagSpecificationList | None
+    MultiAttachEnabled: Boolean | None
+    Throughput: Integer | None
+    ClientToken: String | None
 
 
 class VolumeAttachment(TypedDict, total=False):
-    DeleteOnTermination: Optional[Boolean]
-    AssociatedResource: Optional[String]
-    InstanceOwningService: Optional[String]
-    VolumeId: Optional[String]
-    InstanceId: Optional[String]
-    Device: Optional[String]
-    State: Optional[VolumeAttachmentState]
-    AttachTime: Optional[DateTime]
+    DeleteOnTermination: Boolean | None
+    AssociatedResource: String | None
+    InstanceOwningService: String | None
+    VolumeId: String | None
+    InstanceId: String | None
+    Device: String | None
+    State: VolumeAttachmentState | None
+    AttachTime: DateTime | None
 
 
-VolumeAttachmentList = List[VolumeAttachment]
+VolumeAttachmentList = list[VolumeAttachment]
 
 
 class OperatorResponse(TypedDict, total=False):
-    Managed: Optional[Boolean]
-    Principal: Optional[String]
+    Managed: Boolean | None
+    Principal: String | None
 
 
 class Volume(TypedDict, total=False):
-    AvailabilityZoneId: Optional[String]
-    OutpostArn: Optional[String]
-    SourceVolumeId: Optional[String]
-    Iops: Optional[Integer]
-    Tags: Optional[TagList]
-    VolumeType: Optional[VolumeType]
-    FastRestored: Optional[Boolean]
-    MultiAttachEnabled: Optional[Boolean]
-    Throughput: Optional[Integer]
-    SseType: Optional[SSEType]
-    Operator: Optional[OperatorResponse]
-    VolumeInitializationRate: Optional[Integer]
-    VolumeId: Optional[String]
-    Size: Optional[Integer]
-    SnapshotId: Optional[String]
-    AvailabilityZone: Optional[String]
-    State: Optional[VolumeState]
-    CreateTime: Optional[DateTime]
-    Attachments: Optional[VolumeAttachmentList]
-    Encrypted: Optional[Boolean]
-    KmsKeyId: Optional[String]
-
-
-VolumeList = List[Volume]
+    AvailabilityZoneId: String | None
+    OutpostArn: String | None
+    SourceVolumeId: String | None
+    Iops: Integer | None
+    Tags: TagList | None
+    VolumeType: VolumeType | None
+    FastRestored: Boolean | None
+    MultiAttachEnabled: Boolean | None
+    Throughput: Integer | None
+    SseType: SSEType | None
+    Operator: OperatorResponse | None
+    VolumeInitializationRate: Integer | None
+    VolumeId: String | None
+    Size: Integer | None
+    SnapshotId: String | None
+    AvailabilityZone: String | None
+    State: VolumeState | None
+    CreateTime: DateTime | None
+    Attachments: VolumeAttachmentList | None
+    Encrypted: Boolean | None
+    KmsKeyId: String | None
+
+
+VolumeList = list[Volume]
 
 
 class CopyVolumesResult(TypedDict, total=False):
-    Volumes: Optional[VolumeList]
+    Volumes: VolumeList | None
 
 
-CoreCountList = List[CoreCount]
-CpuManufacturerSet = List[CpuManufacturer]
+CoreCountList = list[CoreCount]
+CpuManufacturerSet = list[CpuManufacturer]
 
 
 class CpuOptions(TypedDict, total=False):
-    CoreCount: Optional[Integer]
-    ThreadsPerCore: Optional[Integer]
-    AmdSevSnp: Optional[AmdSevSnpSpecification]
+    CoreCount: Integer | None
+    ThreadsPerCore: Integer | None
+    AmdSevSnp: AmdSevSnpSpecification | None
 
 
 class CpuOptionsRequest(TypedDict, total=False):
-    CoreCount: Optional[Integer]
-    ThreadsPerCore: Optional[Integer]
-    AmdSevSnp: Optional[AmdSevSnpSpecification]
+    CoreCount: Integer | None
+    ThreadsPerCore: Integer | None
+    AmdSevSnp: AmdSevSnpSpecification | None
 
 
 class CreateCapacityManagerDataExportRequest(ServiceRequest):
     S3BucketName: String
-    S3BucketPrefix: Optional[String]
+    S3BucketPrefix: String | None
     Schedule: Schedule
     OutputFormat: OutputFormat
-    ClientToken: Optional[String]
-    DryRun: Optional[Boolean]
-    TagSpecifications: Optional[TagSpecificationList]
+    ClientToken: String | None
+    DryRun: Boolean | None
+    TagSpecifications: TagSpecificationList | None
 
 
 class CreateCapacityManagerDataExportResult(TypedDict, total=False):
-    CapacityManagerDataExportId: Optional[CapacityManagerDataExportId]
+    CapacityManagerDataExportId: CapacityManagerDataExportId | None
 
 
 class CreateCapacityReservationBySplittingRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    ClientToken: Optional[String]
+    DryRun: Boolean | None
+    ClientToken: String | None
     SourceCapacityReservationId: CapacityReservationId
     InstanceCount: Integer
-    TagSpecifications: Optional[TagSpecificationList]
+    TagSpecifications: TagSpecificationList | None
 
 
 class CreateCapacityReservationBySplittingResult(TypedDict, total=False):
-    SourceCapacityReservation: Optional[CapacityReservation]
-    DestinationCapacityReservation: Optional[CapacityReservation]
-    InstanceCount: Optional[Integer]
+    SourceCapacityReservation: CapacityReservation | None
+    DestinationCapacityReservation: CapacityReservation | None
+    InstanceCount: Integer | None
 
 
 class ReservationFleetInstanceSpecification(TypedDict, total=False):
-    InstanceType: Optional[InstanceType]
-    InstancePlatform: Optional[CapacityReservationInstancePlatform]
-    Weight: Optional[DoubleWithConstraints]
-    AvailabilityZone: Optional[String]
-    AvailabilityZoneId: Optional[String]
-    EbsOptimized: Optional[Boolean]
-    Priority: Optional[IntegerWithConstraints]
+    InstanceType: InstanceType | None
+    InstancePlatform: CapacityReservationInstancePlatform | None
+    Weight: DoubleWithConstraints | None
+    AvailabilityZone: String | None
+    AvailabilityZoneId: String | None
+    EbsOptimized: Boolean | None
+    Priority: IntegerWithConstraints | None
 
 
-ReservationFleetInstanceSpecificationList = List[ReservationFleetInstanceSpecification]
+ReservationFleetInstanceSpecificationList = list[ReservationFleetInstanceSpecification]
 
 
 class CreateCapacityReservationFleetRequest(ServiceRequest):
-    AllocationStrategy: Optional[String]
-    ClientToken: Optional[String]
+    AllocationStrategy: String | None
+    ClientToken: String | None
     InstanceTypeSpecifications: ReservationFleetInstanceSpecificationList
-    Tenancy: Optional[FleetCapacityReservationTenancy]
+    Tenancy: FleetCapacityReservationTenancy | None
     TotalTargetCapacity: Integer
-    EndDate: Optional[MillisecondDateTime]
-    InstanceMatchCriteria: Optional[FleetInstanceMatchCriteria]
-    TagSpecifications: Optional[TagSpecificationList]
-    DryRun: Optional[Boolean]
+    EndDate: MillisecondDateTime | None
+    InstanceMatchCriteria: FleetInstanceMatchCriteria | None
+    TagSpecifications: TagSpecificationList | None
+    DryRun: Boolean | None
 
 
 class CreateCapacityReservationFleetResult(TypedDict, total=False):
-    CapacityReservationFleetId: Optional[CapacityReservationFleetId]
-    State: Optional[CapacityReservationFleetState]
-    TotalTargetCapacity: Optional[Integer]
-    TotalFulfilledCapacity: Optional[Double]
-    InstanceMatchCriteria: Optional[FleetInstanceMatchCriteria]
-    AllocationStrategy: Optional[String]
-    CreateTime: Optional[MillisecondDateTime]
-    EndDate: Optional[MillisecondDateTime]
-    Tenancy: Optional[FleetCapacityReservationTenancy]
-    FleetCapacityReservations: Optional[FleetCapacityReservationSet]
-    Tags: Optional[TagList]
+    CapacityReservationFleetId: CapacityReservationFleetId | None
+    State: CapacityReservationFleetState | None
+    TotalTargetCapacity: Integer | None
+    TotalFulfilledCapacity: Double | None
+    InstanceMatchCriteria: FleetInstanceMatchCriteria | None
+    AllocationStrategy: String | None
+    CreateTime: MillisecondDateTime | None
+    EndDate: MillisecondDateTime | None
+    Tenancy: FleetCapacityReservationTenancy | None
+    FleetCapacityReservations: FleetCapacityReservationSet | None
+    Tags: TagList | None
 
 
 class CreateCapacityReservationRequest(ServiceRequest):
-    ClientToken: Optional[String]
+    ClientToken: String | None
     InstanceType: String
     InstancePlatform: CapacityReservationInstancePlatform
-    AvailabilityZone: Optional[AvailabilityZoneName]
-    AvailabilityZoneId: Optional[AvailabilityZoneId]
-    Tenancy: Optional[CapacityReservationTenancy]
+    AvailabilityZone: AvailabilityZoneName | None
+    AvailabilityZoneId: AvailabilityZoneId | None
+    Tenancy: CapacityReservationTenancy | None
     InstanceCount: Integer
-    EbsOptimized: Optional[Boolean]
-    EphemeralStorage: Optional[Boolean]
-    EndDate: Optional[DateTime]
-    EndDateType: Optional[EndDateType]
-    InstanceMatchCriteria: Optional[InstanceMatchCriteria]
-    TagSpecifications: Optional[TagSpecificationList]
-    DryRun: Optional[Boolean]
-    OutpostArn: Optional[OutpostArn]
-    PlacementGroupArn: Optional[PlacementGroupArn]
-    StartDate: Optional[MillisecondDateTime]
-    CommitmentDuration: Optional[CapacityReservationCommitmentDuration]
-    DeliveryPreference: Optional[CapacityReservationDeliveryPreference]
+    EbsOptimized: Boolean | None
+    EphemeralStorage: Boolean | None
+    EndDate: DateTime | None
+    EndDateType: EndDateType | None
+    InstanceMatchCriteria: InstanceMatchCriteria | None
+    TagSpecifications: TagSpecificationList | None
+    DryRun: Boolean | None
+    OutpostArn: OutpostArn | None
+    PlacementGroupArn: PlacementGroupArn | None
+    StartDate: MillisecondDateTime | None
+    CommitmentDuration: CapacityReservationCommitmentDuration | None
+    DeliveryPreference: CapacityReservationDeliveryPreference | None
 
 
 class CreateCapacityReservationResult(TypedDict, total=False):
-    CapacityReservation: Optional[CapacityReservation]
+    CapacityReservation: CapacityReservation | None
 
 
 class CreateCarrierGatewayRequest(ServiceRequest):
     VpcId: VpcId
-    TagSpecifications: Optional[TagSpecificationList]
-    DryRun: Optional[Boolean]
-    ClientToken: Optional[String]
+    TagSpecifications: TagSpecificationList | None
+    DryRun: Boolean | None
+    ClientToken: String | None
 
 
 class CreateCarrierGatewayResult(TypedDict, total=False):
-    CarrierGateway: Optional[CarrierGateway]
+    CarrierGateway: CarrierGateway | None
 
 
 class CreateClientVpnEndpointRequest(ServiceRequest):
-    ClientCidrBlock: Optional[String]
+    ClientCidrBlock: String | None
     ServerCertificateArn: String
     AuthenticationOptions: ClientVpnAuthenticationRequestList
     ConnectionLogOptions: ConnectionLogOptions
-    DnsServers: Optional[ValueStringList]
-    TransportProtocol: Optional[TransportProtocol]
-    VpnPort: Optional[Integer]
-    Description: Optional[String]
-    SplitTunnel: Optional[Boolean]
-    DryRun: Optional[Boolean]
-    ClientToken: Optional[String]
-    TagSpecifications: Optional[TagSpecificationList]
-    SecurityGroupIds: Optional[ClientVpnSecurityGroupIdSet]
-    VpcId: Optional[VpcId]
-    SelfServicePortal: Optional[SelfServicePortal]
-    ClientConnectOptions: Optional[ClientConnectOptions]
-    SessionTimeoutHours: Optional[Integer]
-    ClientLoginBannerOptions: Optional[ClientLoginBannerOptions]
-    ClientRouteEnforcementOptions: Optional[ClientRouteEnforcementOptions]
-    DisconnectOnSessionTimeout: Optional[Boolean]
-    EndpointIpAddressType: Optional[EndpointIpAddressType]
-    TrafficIpAddressType: Optional[TrafficIpAddressType]
+    DnsServers: ValueStringList | None
+    TransportProtocol: TransportProtocol | None
+    VpnPort: Integer | None
+    Description: String | None
+    SplitTunnel: Boolean | None
+    DryRun: Boolean | None
+    ClientToken: String | None
+    TagSpecifications: TagSpecificationList | None
+    SecurityGroupIds: ClientVpnSecurityGroupIdSet | None
+    VpcId: VpcId | None
+    SelfServicePortal: SelfServicePortal | None
+    ClientConnectOptions: ClientConnectOptions | None
+    SessionTimeoutHours: Integer | None
+    ClientLoginBannerOptions: ClientLoginBannerOptions | None
+    ClientRouteEnforcementOptions: ClientRouteEnforcementOptions | None
+    DisconnectOnSessionTimeout: Boolean | None
+    EndpointIpAddressType: EndpointIpAddressType | None
+    TrafficIpAddressType: TrafficIpAddressType | None
 
 
 class CreateClientVpnEndpointResult(TypedDict, total=False):
-    ClientVpnEndpointId: Optional[String]
-    Status: Optional[ClientVpnEndpointStatus]
-    DnsName: Optional[String]
+    ClientVpnEndpointId: String | None
+    Status: ClientVpnEndpointStatus | None
+    DnsName: String | None
 
 
 class CreateClientVpnRouteRequest(ServiceRequest):
     ClientVpnEndpointId: ClientVpnEndpointId
     DestinationCidrBlock: String
     TargetVpcSubnetId: SubnetId
-    Description: Optional[String]
-    ClientToken: Optional[String]
-    DryRun: Optional[Boolean]
+    Description: String | None
+    ClientToken: String | None
+    DryRun: Boolean | None
 
 
 class CreateClientVpnRouteResult(TypedDict, total=False):
-    Status: Optional[ClientVpnRouteStatus]
+    Status: ClientVpnRouteStatus | None
 
 
 class CreateCoipCidrRequest(ServiceRequest):
     Cidr: String
     CoipPoolId: Ipv4PoolCoipId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class CreateCoipCidrResult(TypedDict, total=False):
-    CoipCidr: Optional[CoipCidr]
+    CoipCidr: CoipCidr | None
 
 
 class CreateCoipPoolRequest(ServiceRequest):
     LocalGatewayRouteTableId: LocalGatewayRoutetableId
-    TagSpecifications: Optional[TagSpecificationList]
-    DryRun: Optional[Boolean]
+    TagSpecifications: TagSpecificationList | None
+    DryRun: Boolean | None
 
 
 class CreateCoipPoolResult(TypedDict, total=False):
-    CoipPool: Optional[CoipPool]
+    CoipPool: CoipPool | None
 
 
 class CreateCustomerGatewayRequest(ServiceRequest):
-    BgpAsn: Optional[Integer]
-    PublicIp: Optional[String]
-    CertificateArn: Optional[String]
+    BgpAsn: Integer | None
+    PublicIp: String | None
+    CertificateArn: String | None
     Type: GatewayType
-    TagSpecifications: Optional[TagSpecificationList]
-    DeviceName: Optional[String]
-    IpAddress: Optional[String]
-    BgpAsnExtended: Optional[Long]
-    DryRun: Optional[Boolean]
+    TagSpecifications: TagSpecificationList | None
+    DeviceName: String | None
+    IpAddress: String | None
+    BgpAsnExtended: Long | None
+    DryRun: Boolean | None
 
 
 class CustomerGateway(TypedDict, total=False):
-    CertificateArn: Optional[String]
-    DeviceName: Optional[String]
-    Tags: Optional[TagList]
-    BgpAsnExtended: Optional[String]
-    CustomerGatewayId: Optional[String]
-    State: Optional[String]
-    Type: Optional[String]
-    IpAddress: Optional[String]
-    BgpAsn: Optional[String]
+    CertificateArn: String | None
+    DeviceName: String | None
+    Tags: TagList | None
+    BgpAsnExtended: String | None
+    CustomerGatewayId: String | None
+    State: String | None
+    Type: String | None
+    IpAddress: String | None
+    BgpAsn: String | None
 
 
 class CreateCustomerGatewayResult(TypedDict, total=False):
-    CustomerGateway: Optional[CustomerGateway]
+    CustomerGateway: CustomerGateway | None
 
 
 class CreateDefaultSubnetRequest(ServiceRequest):
-    AvailabilityZone: Optional[AvailabilityZoneName]
-    DryRun: Optional[Boolean]
-    Ipv6Native: Optional[Boolean]
-    AvailabilityZoneId: Optional[AvailabilityZoneId]
+    AvailabilityZone: AvailabilityZoneName | None
+    DryRun: Boolean | None
+    Ipv6Native: Boolean | None
+    AvailabilityZoneId: AvailabilityZoneId | None
 
 
 class PrivateDnsNameOptionsOnLaunch(TypedDict, total=False):
-    HostnameType: Optional[HostnameType]
-    EnableResourceNameDnsARecord: Optional[Boolean]
-    EnableResourceNameDnsAAAARecord: Optional[Boolean]
+    HostnameType: HostnameType | None
+    EnableResourceNameDnsARecord: Boolean | None
+    EnableResourceNameDnsAAAARecord: Boolean | None
 
 
-SubnetIpv6CidrBlockAssociationSet = List[SubnetIpv6CidrBlockAssociation]
+SubnetIpv6CidrBlockAssociationSet = list[SubnetIpv6CidrBlockAssociation]
 
 
 class Subnet(TypedDict, total=False):
-    AvailabilityZoneId: Optional[String]
-    EnableLniAtDeviceIndex: Optional[Integer]
-    MapCustomerOwnedIpOnLaunch: Optional[Boolean]
-    CustomerOwnedIpv4Pool: Optional[CoipPoolId]
-    OwnerId: Optional[String]
-    AssignIpv6AddressOnCreation: Optional[Boolean]
-    Ipv6CidrBlockAssociationSet: Optional[SubnetIpv6CidrBlockAssociationSet]
-    Tags: Optional[TagList]
-    SubnetArn: Optional[String]
-    OutpostArn: Optional[String]
-    EnableDns64: Optional[Boolean]
-    Ipv6Native: Optional[Boolean]
-    PrivateDnsNameOptionsOnLaunch: Optional[PrivateDnsNameOptionsOnLaunch]
-    BlockPublicAccessStates: Optional[BlockPublicAccessStates]
-    Type: Optional[String]
-    SubnetId: Optional[String]
-    State: Optional[SubnetState]
-    VpcId: Optional[String]
-    CidrBlock: Optional[String]
-    AvailableIpAddressCount: Optional[Integer]
-    AvailabilityZone: Optional[String]
-    DefaultForAz: Optional[Boolean]
-    MapPublicIpOnLaunch: Optional[Boolean]
+    AvailabilityZoneId: String | None
+    EnableLniAtDeviceIndex: Integer | None
+    MapCustomerOwnedIpOnLaunch: Boolean | None
+    CustomerOwnedIpv4Pool: CoipPoolId | None
+    OwnerId: String | None
+    AssignIpv6AddressOnCreation: Boolean | None
+    Ipv6CidrBlockAssociationSet: SubnetIpv6CidrBlockAssociationSet | None
+    Tags: TagList | None
+    SubnetArn: String | None
+    OutpostArn: String | None
+    EnableDns64: Boolean | None
+    Ipv6Native: Boolean | None
+    PrivateDnsNameOptionsOnLaunch: PrivateDnsNameOptionsOnLaunch | None
+    BlockPublicAccessStates: BlockPublicAccessStates | None
+    Type: String | None
+    SubnetId: String | None
+    State: SubnetState | None
+    VpcId: String | None
+    CidrBlock: String | None
+    AvailableIpAddressCount: Integer | None
+    AvailabilityZone: String | None
+    DefaultForAz: Boolean | None
+    MapPublicIpOnLaunch: Boolean | None
 
 
 class CreateDefaultSubnetResult(TypedDict, total=False):
-    Subnet: Optional[Subnet]
+    Subnet: Subnet | None
 
 
 class CreateDefaultVpcRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class VpcEncryptionControlExclusion(TypedDict, total=False):
-    State: Optional[VpcEncryptionControlExclusionState]
-    StateMessage: Optional[String]
+    State: VpcEncryptionControlExclusionState | None
+    StateMessage: String | None
 
 
 class VpcEncryptionControlExclusions(TypedDict, total=False):
-    InternetGateway: Optional[VpcEncryptionControlExclusion]
-    EgressOnlyInternetGateway: Optional[VpcEncryptionControlExclusion]
-    NatGateway: Optional[VpcEncryptionControlExclusion]
-    VirtualPrivateGateway: Optional[VpcEncryptionControlExclusion]
-    VpcPeering: Optional[VpcEncryptionControlExclusion]
-    Lambda: Optional[VpcEncryptionControlExclusion]
-    VpcLattice: Optional[VpcEncryptionControlExclusion]
-    ElasticFileSystem: Optional[VpcEncryptionControlExclusion]
+    InternetGateway: VpcEncryptionControlExclusion | None
+    EgressOnlyInternetGateway: VpcEncryptionControlExclusion | None
+    NatGateway: VpcEncryptionControlExclusion | None
+    VirtualPrivateGateway: VpcEncryptionControlExclusion | None
+    VpcPeering: VpcEncryptionControlExclusion | None
+    Lambda: VpcEncryptionControlExclusion | None
+    VpcLattice: VpcEncryptionControlExclusion | None
+    ElasticFileSystem: VpcEncryptionControlExclusion | None
 
 
 class VpcEncryptionControl(TypedDict, total=False):
-    VpcId: Optional[VpcId]
-    VpcEncryptionControlId: Optional[VpcEncryptionControlId]
-    Mode: Optional[VpcEncryptionControlMode]
-    State: Optional[VpcEncryptionControlState]
-    StateMessage: Optional[String]
-    ResourceExclusions: Optional[VpcEncryptionControlExclusions]
-    Tags: Optional[TagList]
+    VpcId: VpcId | None
+    VpcEncryptionControlId: VpcEncryptionControlId | None
+    Mode: VpcEncryptionControlMode | None
+    State: VpcEncryptionControlState | None
+    StateMessage: String | None
+    ResourceExclusions: VpcEncryptionControlExclusions | None
+    Tags: TagList | None
 
 
-VpcCidrBlockAssociationSet = List[VpcCidrBlockAssociation]
-VpcIpv6CidrBlockAssociationSet = List[VpcIpv6CidrBlockAssociation]
+VpcCidrBlockAssociationSet = list[VpcCidrBlockAssociation]
+VpcIpv6CidrBlockAssociationSet = list[VpcIpv6CidrBlockAssociation]
 
 
 class Vpc(TypedDict, total=False):
-    OwnerId: Optional[String]
-    InstanceTenancy: Optional[Tenancy]
-    Ipv6CidrBlockAssociationSet: Optional[VpcIpv6CidrBlockAssociationSet]
-    CidrBlockAssociationSet: Optional[VpcCidrBlockAssociationSet]
-    IsDefault: Optional[Boolean]
-    EncryptionControl: Optional[VpcEncryptionControl]
-    Tags: Optional[TagList]
-    BlockPublicAccessStates: Optional[BlockPublicAccessStates]
-    VpcId: Optional[String]
-    State: Optional[VpcState]
-    CidrBlock: Optional[String]
-    DhcpOptionsId: Optional[String]
+    OwnerId: String | None
+    InstanceTenancy: Tenancy | None
+    Ipv6CidrBlockAssociationSet: VpcIpv6CidrBlockAssociationSet | None
+    CidrBlockAssociationSet: VpcCidrBlockAssociationSet | None
+    IsDefault: Boolean | None
+    EncryptionControl: VpcEncryptionControl | None
+    Tags: TagList | None
+    BlockPublicAccessStates: BlockPublicAccessStates | None
+    VpcId: String | None
+    State: VpcState | None
+    CidrBlock: String | None
+    DhcpOptionsId: String | None
 
 
 class CreateDefaultVpcResult(TypedDict, total=False):
-    Vpc: Optional[Vpc]
+    Vpc: Vpc | None
 
 
 class CreateDelegateMacVolumeOwnershipTaskRequest(ServiceRequest):
-    ClientToken: Optional[String]
-    DryRun: Optional[Boolean]
+    ClientToken: String | None
+    DryRun: Boolean | None
     InstanceId: InstanceId
     MacCredentials: SensitiveMacCredentials
-    TagSpecifications: Optional[TagSpecificationList]
+    TagSpecifications: TagSpecificationList | None
 
 
 class MacSystemIntegrityProtectionConfiguration(TypedDict, total=False):
-    AppleInternal: Optional[MacSystemIntegrityProtectionSettingStatus]
-    BaseSystem: Optional[MacSystemIntegrityProtectionSettingStatus]
-    DebuggingRestrictions: Optional[MacSystemIntegrityProtectionSettingStatus]
-    DTraceRestrictions: Optional[MacSystemIntegrityProtectionSettingStatus]
-    FilesystemProtections: Optional[MacSystemIntegrityProtectionSettingStatus]
-    KextSigning: Optional[MacSystemIntegrityProtectionSettingStatus]
-    NvramProtections: Optional[MacSystemIntegrityProtectionSettingStatus]
-    Status: Optional[MacSystemIntegrityProtectionSettingStatus]
+    AppleInternal: MacSystemIntegrityProtectionSettingStatus | None
+    BaseSystem: MacSystemIntegrityProtectionSettingStatus | None
+    DebuggingRestrictions: MacSystemIntegrityProtectionSettingStatus | None
+    DTraceRestrictions: MacSystemIntegrityProtectionSettingStatus | None
+    FilesystemProtections: MacSystemIntegrityProtectionSettingStatus | None
+    KextSigning: MacSystemIntegrityProtectionSettingStatus | None
+    NvramProtections: MacSystemIntegrityProtectionSettingStatus | None
+    Status: MacSystemIntegrityProtectionSettingStatus | None
 
 
 class MacModificationTask(TypedDict, total=False):
-    InstanceId: Optional[InstanceId]
-    MacModificationTaskId: Optional[MacModificationTaskId]
-    MacSystemIntegrityProtectionConfig: Optional[MacSystemIntegrityProtectionConfiguration]
-    StartTime: Optional[MillisecondDateTime]
-    Tags: Optional[TagList]
-    TaskState: Optional[MacModificationTaskState]
-    TaskType: Optional[MacModificationTaskType]
+    InstanceId: InstanceId | None
+    MacModificationTaskId: MacModificationTaskId | None
+    MacSystemIntegrityProtectionConfig: MacSystemIntegrityProtectionConfiguration | None
+    StartTime: MillisecondDateTime | None
+    Tags: TagList | None
+    TaskState: MacModificationTaskState | None
+    TaskType: MacModificationTaskType | None
 
 
 class CreateDelegateMacVolumeOwnershipTaskResult(TypedDict, total=False):
-    MacModificationTask: Optional[MacModificationTask]
+    MacModificationTask: MacModificationTask | None
 
 
 class NewDhcpConfiguration(TypedDict, total=False):
-    Key: Optional[String]
-    Values: Optional[ValueStringList]
+    Key: String | None
+    Values: ValueStringList | None
 
 
-NewDhcpConfigurationList = List[NewDhcpConfiguration]
+NewDhcpConfigurationList = list[NewDhcpConfiguration]
 
 
 class CreateDhcpOptionsRequest(ServiceRequest):
     DhcpConfigurations: NewDhcpConfigurationList
-    TagSpecifications: Optional[TagSpecificationList]
-    DryRun: Optional[Boolean]
+    TagSpecifications: TagSpecificationList | None
+    DryRun: Boolean | None
 
 
-DhcpConfigurationValueList = List[AttributeValue]
+DhcpConfigurationValueList = list[AttributeValue]
 
 
 class DhcpConfiguration(TypedDict, total=False):
-    Key: Optional[String]
-    Values: Optional[DhcpConfigurationValueList]
+    Key: String | None
+    Values: DhcpConfigurationValueList | None
 
 
-DhcpConfigurationList = List[DhcpConfiguration]
+DhcpConfigurationList = list[DhcpConfiguration]
 
 
 class DhcpOptions(TypedDict, total=False):
-    OwnerId: Optional[String]
-    Tags: Optional[TagList]
-    DhcpOptionsId: Optional[String]
-    DhcpConfigurations: Optional[DhcpConfigurationList]
+    OwnerId: String | None
+    Tags: TagList | None
+    DhcpOptionsId: String | None
+    DhcpConfigurations: DhcpConfigurationList | None
 
 
 class CreateDhcpOptionsResult(TypedDict, total=False):
-    DhcpOptions: Optional[DhcpOptions]
+    DhcpOptions: DhcpOptions | None
 
 
 class CreateEgressOnlyInternetGatewayRequest(ServiceRequest):
-    ClientToken: Optional[String]
-    DryRun: Optional[Boolean]
+    ClientToken: String | None
+    DryRun: Boolean | None
     VpcId: VpcId
-    TagSpecifications: Optional[TagSpecificationList]
+    TagSpecifications: TagSpecificationList | None
 
 
 class InternetGatewayAttachment(TypedDict, total=False):
-    State: Optional[AttachmentStatus]
-    VpcId: Optional[String]
+    State: AttachmentStatus | None
+    VpcId: String | None
 
 
-InternetGatewayAttachmentList = List[InternetGatewayAttachment]
+InternetGatewayAttachmentList = list[InternetGatewayAttachment]
 
 
 class EgressOnlyInternetGateway(TypedDict, total=False):
-    Attachments: Optional[InternetGatewayAttachmentList]
-    EgressOnlyInternetGatewayId: Optional[EgressOnlyInternetGatewayId]
-    Tags: Optional[TagList]
+    Attachments: InternetGatewayAttachmentList | None
+    EgressOnlyInternetGatewayId: EgressOnlyInternetGatewayId | None
+    Tags: TagList | None
 
 
 class CreateEgressOnlyInternetGatewayResult(TypedDict, total=False):
-    ClientToken: Optional[String]
-    EgressOnlyInternetGateway: Optional[EgressOnlyInternetGateway]
+    ClientToken: String | None
+    EgressOnlyInternetGateway: EgressOnlyInternetGateway | None
 
 
 class NetworkBandwidthGbps(TypedDict, total=False):
-    Min: Optional[Double]
-    Max: Optional[Double]
+    Min: Double | None
+    Max: Double | None
 
 
 class TotalLocalStorageGB(TypedDict, total=False):
-    Min: Optional[Double]
-    Max: Optional[Double]
+    Min: Double | None
+    Max: Double | None
 
 
-LocalStorageTypeSet = List[LocalStorageType]
+LocalStorageTypeSet = list[LocalStorageType]
 
 
 class NetworkInterfaceCount(TypedDict, total=False):
-    Min: Optional[Integer]
-    Max: Optional[Integer]
+    Min: Integer | None
+    Max: Integer | None
 
 
-InstanceGenerationSet = List[InstanceGeneration]
-ExcludedInstanceTypeSet = List[ExcludedInstanceType]
+InstanceGenerationSet = list[InstanceGeneration]
+ExcludedInstanceTypeSet = list[ExcludedInstanceType]
 
 
 class MemoryGiBPerVCpu(TypedDict, total=False):
-    Min: Optional[Double]
-    Max: Optional[Double]
+    Min: Double | None
+    Max: Double | None
 
 
 class MemoryMiB(TypedDict, total=False):
-    Min: Optional[Integer]
-    Max: Optional[Integer]
+    Min: Integer | None
+    Max: Integer | None
 
 
 class VCpuCountRange(TypedDict, total=False):
-    Min: Optional[Integer]
-    Max: Optional[Integer]
+    Min: Integer | None
+    Max: Integer | None
 
 
 class InstanceRequirements(TypedDict, total=False):
-    VCpuCount: Optional[VCpuCountRange]
-    MemoryMiB: Optional[MemoryMiB]
-    CpuManufacturers: Optional[CpuManufacturerSet]
-    MemoryGiBPerVCpu: Optional[MemoryGiBPerVCpu]
-    ExcludedInstanceTypes: Optional[ExcludedInstanceTypeSet]
-    InstanceGenerations: Optional[InstanceGenerationSet]
-    SpotMaxPricePercentageOverLowestPrice: Optional[Integer]
-    OnDemandMaxPricePercentageOverLowestPrice: Optional[Integer]
-    BareMetal: Optional[BareMetal]
-    BurstablePerformance: Optional[BurstablePerformance]
-    RequireHibernateSupport: Optional[Boolean]
-    NetworkInterfaceCount: Optional[NetworkInterfaceCount]
-    LocalStorage: Optional[LocalStorage]
-    LocalStorageTypes: Optional[LocalStorageTypeSet]
-    TotalLocalStorageGB: Optional[TotalLocalStorageGB]
-    BaselineEbsBandwidthMbps: Optional[BaselineEbsBandwidthMbps]
-    AcceleratorTypes: Optional[AcceleratorTypeSet]
-    AcceleratorCount: Optional[AcceleratorCount]
-    AcceleratorManufacturers: Optional[AcceleratorManufacturerSet]
-    AcceleratorNames: Optional[AcceleratorNameSet]
-    AcceleratorTotalMemoryMiB: Optional[AcceleratorTotalMemoryMiB]
-    NetworkBandwidthGbps: Optional[NetworkBandwidthGbps]
-    AllowedInstanceTypes: Optional[AllowedInstanceTypeSet]
-    MaxSpotPriceAsPercentageOfOptimalOnDemandPrice: Optional[Integer]
-    BaselinePerformanceFactors: Optional[BaselinePerformanceFactors]
+    VCpuCount: VCpuCountRange | None
+    MemoryMiB: MemoryMiB | None
+    CpuManufacturers: CpuManufacturerSet | None
+    MemoryGiBPerVCpu: MemoryGiBPerVCpu | None
+    ExcludedInstanceTypes: ExcludedInstanceTypeSet | None
+    InstanceGenerations: InstanceGenerationSet | None
+    SpotMaxPricePercentageOverLowestPrice: Integer | None
+    OnDemandMaxPricePercentageOverLowestPrice: Integer | None
+    BareMetal: BareMetal | None
+    BurstablePerformance: BurstablePerformance | None
+    RequireHibernateSupport: Boolean | None
+    NetworkInterfaceCount: NetworkInterfaceCount | None
+    LocalStorage: LocalStorage | None
+    LocalStorageTypes: LocalStorageTypeSet | None
+    TotalLocalStorageGB: TotalLocalStorageGB | None
+    BaselineEbsBandwidthMbps: BaselineEbsBandwidthMbps | None
+    AcceleratorTypes: AcceleratorTypeSet | None
+    AcceleratorCount: AcceleratorCount | None
+    AcceleratorManufacturers: AcceleratorManufacturerSet | None
+    AcceleratorNames: AcceleratorNameSet | None
+    AcceleratorTotalMemoryMiB: AcceleratorTotalMemoryMiB | None
+    NetworkBandwidthGbps: NetworkBandwidthGbps | None
+    AllowedInstanceTypes: AllowedInstanceTypeSet | None
+    MaxSpotPriceAsPercentageOfOptimalOnDemandPrice: Integer | None
+    BaselinePerformanceFactors: BaselinePerformanceFactors | None
 
 
 class PlacementResponse(TypedDict, total=False):
-    GroupName: Optional[PlacementGroupName]
+    GroupName: PlacementGroupName | None
 
 
 class FleetLaunchTemplateOverrides(TypedDict, total=False):
-    InstanceType: Optional[InstanceType]
-    MaxPrice: Optional[String]
-    SubnetId: Optional[String]
-    AvailabilityZone: Optional[AvailabilityZoneName]
-    WeightedCapacity: Optional[Double]
-    Priority: Optional[Double]
-    Placement: Optional[PlacementResponse]
-    InstanceRequirements: Optional[InstanceRequirements]
-    ImageId: Optional[ImageId]
-    BlockDeviceMappings: Optional[BlockDeviceMappingResponseList]
+    InstanceType: InstanceType | None
+    MaxPrice: String | None
+    SubnetId: String | None
+    AvailabilityZone: AvailabilityZoneName | None
+    WeightedCapacity: Double | None
+    Priority: Double | None
+    Placement: PlacementResponse | None
+    InstanceRequirements: InstanceRequirements | None
+    ImageId: ImageId | None
+    BlockDeviceMappings: BlockDeviceMappingResponseList | None
 
 
 class FleetLaunchTemplateSpecification(TypedDict, total=False):
-    LaunchTemplateId: Optional[String]
-    LaunchTemplateName: Optional[LaunchTemplateName]
-    Version: Optional[String]
+    LaunchTemplateId: String | None
+    LaunchTemplateName: LaunchTemplateName | None
+    Version: String | None
 
 
 class LaunchTemplateAndOverridesResponse(TypedDict, total=False):
-    LaunchTemplateSpecification: Optional[FleetLaunchTemplateSpecification]
-    Overrides: Optional[FleetLaunchTemplateOverrides]
+    LaunchTemplateSpecification: FleetLaunchTemplateSpecification | None
+    Overrides: FleetLaunchTemplateOverrides | None
 
 
 class CreateFleetError(TypedDict, total=False):
-    LaunchTemplateAndOverrides: Optional[LaunchTemplateAndOverridesResponse]
-    Lifecycle: Optional[InstanceLifecycle]
-    ErrorCode: Optional[String]
-    ErrorMessage: Optional[String]
+    LaunchTemplateAndOverrides: LaunchTemplateAndOverridesResponse | None
+    Lifecycle: InstanceLifecycle | None
+    ErrorCode: String | None
+    ErrorMessage: String | None
 
 
-CreateFleetErrorsSet = List[CreateFleetError]
-InstanceIdsSet = List[InstanceId]
+CreateFleetErrorsSet = list[CreateFleetError]
+InstanceIdsSet = list[InstanceId]
 
 
 class CreateFleetInstance(TypedDict, total=False):
-    LaunchTemplateAndOverrides: Optional[LaunchTemplateAndOverridesResponse]
-    Lifecycle: Optional[InstanceLifecycle]
-    InstanceIds: Optional[InstanceIdsSet]
-    InstanceType: Optional[InstanceType]
-    Platform: Optional[PlatformValues]
+    LaunchTemplateAndOverrides: LaunchTemplateAndOverridesResponse | None
+    Lifecycle: InstanceLifecycle | None
+    InstanceIds: InstanceIdsSet | None
+    InstanceType: InstanceType | None
+    Platform: PlatformValues | None
 
 
-CreateFleetInstancesSet = List[CreateFleetInstance]
+CreateFleetInstancesSet = list[CreateFleetInstance]
 
 
 class TargetCapacitySpecificationRequest(TypedDict, total=False):
     TotalTargetCapacity: Integer
-    OnDemandTargetCapacity: Optional[Integer]
-    SpotTargetCapacity: Optional[Integer]
-    DefaultTargetCapacityType: Optional[DefaultTargetCapacityType]
-    TargetCapacityUnitType: Optional[TargetCapacityUnitType]
+    OnDemandTargetCapacity: Integer | None
+    SpotTargetCapacity: Integer | None
+    DefaultTargetCapacityType: DefaultTargetCapacityType | None
+    TargetCapacityUnitType: TargetCapacityUnitType | None
 
 
 class NetworkBandwidthGbpsRequest(TypedDict, total=False):
-    Min: Optional[Double]
-    Max: Optional[Double]
+    Min: Double | None
+    Max: Double | None
 
 
 class TotalLocalStorageGBRequest(TypedDict, total=False):
-    Min: Optional[Double]
-    Max: Optional[Double]
+    Min: Double | None
+    Max: Double | None
 
 
 class NetworkInterfaceCountRequest(TypedDict, total=False):
-    Min: Optional[Integer]
-    Max: Optional[Integer]
+    Min: Integer | None
+    Max: Integer | None
 
 
 class MemoryGiBPerVCpuRequest(TypedDict, total=False):
-    Min: Optional[Double]
-    Max: Optional[Double]
+    Min: Double | None
+    Max: Double | None
 
 
 class MemoryMiBRequest(TypedDict, total=False):
     Min: Integer
-    Max: Optional[Integer]
+    Max: Integer | None
 
 
 class VCpuCountRangeRequest(TypedDict, total=False):
     Min: Integer
-    Max: Optional[Integer]
+    Max: Integer | None
 
 
 class InstanceRequirementsRequest(TypedDict, total=False):
     VCpuCount: VCpuCountRangeRequest
     MemoryMiB: MemoryMiBRequest
-    CpuManufacturers: Optional[CpuManufacturerSet]
-    MemoryGiBPerVCpu: Optional[MemoryGiBPerVCpuRequest]
-    ExcludedInstanceTypes: Optional[ExcludedInstanceTypeSet]
-    InstanceGenerations: Optional[InstanceGenerationSet]
-    SpotMaxPricePercentageOverLowestPrice: Optional[Integer]
-    OnDemandMaxPricePercentageOverLowestPrice: Optional[Integer]
-    BareMetal: Optional[BareMetal]
-    BurstablePerformance: Optional[BurstablePerformance]
-    RequireHibernateSupport: Optional[Boolean]
-    NetworkInterfaceCount: Optional[NetworkInterfaceCountRequest]
-    LocalStorage: Optional[LocalStorage]
-    LocalStorageTypes: Optional[LocalStorageTypeSet]
-    TotalLocalStorageGB: Optional[TotalLocalStorageGBRequest]
-    BaselineEbsBandwidthMbps: Optional[BaselineEbsBandwidthMbpsRequest]
-    AcceleratorTypes: Optional[AcceleratorTypeSet]
-    AcceleratorCount: Optional[AcceleratorCountRequest]
-    AcceleratorManufacturers: Optional[AcceleratorManufacturerSet]
-    AcceleratorNames: Optional[AcceleratorNameSet]
-    AcceleratorTotalMemoryMiB: Optional[AcceleratorTotalMemoryMiBRequest]
-    NetworkBandwidthGbps: Optional[NetworkBandwidthGbpsRequest]
-    AllowedInstanceTypes: Optional[AllowedInstanceTypeSet]
-    MaxSpotPriceAsPercentageOfOptimalOnDemandPrice: Optional[Integer]
-    BaselinePerformanceFactors: Optional[BaselinePerformanceFactorsRequest]
+    CpuManufacturers: CpuManufacturerSet | None
+    MemoryGiBPerVCpu: MemoryGiBPerVCpuRequest | None
+    ExcludedInstanceTypes: ExcludedInstanceTypeSet | None
+    InstanceGenerations: InstanceGenerationSet | None
+    SpotMaxPricePercentageOverLowestPrice: Integer | None
+    OnDemandMaxPricePercentageOverLowestPrice: Integer | None
+    BareMetal: BareMetal | None
+    BurstablePerformance: BurstablePerformance | None
+    RequireHibernateSupport: Boolean | None
+    NetworkInterfaceCount: NetworkInterfaceCountRequest | None
+    LocalStorage: LocalStorage | None
+    LocalStorageTypes: LocalStorageTypeSet | None
+    TotalLocalStorageGB: TotalLocalStorageGBRequest | None
+    BaselineEbsBandwidthMbps: BaselineEbsBandwidthMbpsRequest | None
+    AcceleratorTypes: AcceleratorTypeSet | None
+    AcceleratorCount: AcceleratorCountRequest | None
+    AcceleratorManufacturers: AcceleratorManufacturerSet | None
+    AcceleratorNames: AcceleratorNameSet | None
+    AcceleratorTotalMemoryMiB: AcceleratorTotalMemoryMiBRequest | None
+    NetworkBandwidthGbps: NetworkBandwidthGbpsRequest | None
+    AllowedInstanceTypes: AllowedInstanceTypeSet | None
+    MaxSpotPriceAsPercentageOfOptimalOnDemandPrice: Integer | None
+    BaselinePerformanceFactors: BaselinePerformanceFactorsRequest | None
 
 
 class FleetEbsBlockDeviceRequest(TypedDict, total=False):
-    Encrypted: Optional[Boolean]
-    DeleteOnTermination: Optional[Boolean]
-    Iops: Optional[Integer]
-    Throughput: Optional[Integer]
-    KmsKeyId: Optional[KmsKeyId]
-    SnapshotId: Optional[SnapshotId]
-    VolumeSize: Optional[Integer]
-    VolumeType: Optional[VolumeType]
+    Encrypted: Boolean | None
+    DeleteOnTermination: Boolean | None
+    Iops: Integer | None
+    Throughput: Integer | None
+    KmsKeyId: KmsKeyId | None
+    SnapshotId: SnapshotId | None
+    VolumeSize: Integer | None
+    VolumeType: VolumeType | None
 
 
 class FleetBlockDeviceMappingRequest(TypedDict, total=False):
-    DeviceName: Optional[String]
-    VirtualName: Optional[String]
-    Ebs: Optional[FleetEbsBlockDeviceRequest]
-    NoDevice: Optional[String]
+    DeviceName: String | None
+    VirtualName: String | None
+    Ebs: FleetEbsBlockDeviceRequest | None
+    NoDevice: String | None
 
 
-FleetBlockDeviceMappingRequestList = List[FleetBlockDeviceMappingRequest]
+FleetBlockDeviceMappingRequestList = list[FleetBlockDeviceMappingRequest]
 
 
 class Placement(TypedDict, total=False):
-    AvailabilityZoneId: Optional[AvailabilityZoneId]
-    Affinity: Optional[String]
-    GroupName: Optional[PlacementGroupName]
-    PartitionNumber: Optional[Integer]
-    HostId: Optional[String]
-    Tenancy: Optional[Tenancy]
-    SpreadDomain: Optional[String]
-    HostResourceGroupArn: Optional[String]
-    GroupId: Optional[PlacementGroupId]
-    AvailabilityZone: Optional[String]
+    AvailabilityZoneId: AvailabilityZoneId | None
+    Affinity: String | None
+    GroupName: PlacementGroupName | None
+    PartitionNumber: Integer | None
+    HostId: String | None
+    Tenancy: Tenancy | None
+    SpreadDomain: String | None
+    HostResourceGroupArn: String | None
+    GroupId: PlacementGroupId | None
+    AvailabilityZone: String | None
 
 
 class FleetLaunchTemplateOverridesRequest(TypedDict, total=False):
-    InstanceType: Optional[InstanceType]
-    MaxPrice: Optional[String]
-    SubnetId: Optional[SubnetId]
-    AvailabilityZone: Optional[AvailabilityZoneName]
-    WeightedCapacity: Optional[Double]
-    Priority: Optional[Double]
-    Placement: Optional[Placement]
-    BlockDeviceMappings: Optional[FleetBlockDeviceMappingRequestList]
-    InstanceRequirements: Optional[InstanceRequirementsRequest]
-    ImageId: Optional[String]
+    InstanceType: InstanceType | None
+    MaxPrice: String | None
+    SubnetId: SubnetId | None
+    AvailabilityZone: AvailabilityZoneName | None
+    WeightedCapacity: Double | None
+    Priority: Double | None
+    Placement: Placement | None
+    BlockDeviceMappings: FleetBlockDeviceMappingRequestList | None
+    InstanceRequirements: InstanceRequirementsRequest | None
+    ImageId: String | None
 
 
-FleetLaunchTemplateOverridesListRequest = List[FleetLaunchTemplateOverridesRequest]
+FleetLaunchTemplateOverridesListRequest = list[FleetLaunchTemplateOverridesRequest]
 
 
 class FleetLaunchTemplateSpecificationRequest(TypedDict, total=False):
-    LaunchTemplateId: Optional[LaunchTemplateId]
-    LaunchTemplateName: Optional[LaunchTemplateName]
-    Version: Optional[String]
+    LaunchTemplateId: LaunchTemplateId | None
+    LaunchTemplateName: LaunchTemplateName | None
+    Version: String | None
 
 
 class FleetLaunchTemplateConfigRequest(TypedDict, total=False):
-    LaunchTemplateSpecification: Optional[FleetLaunchTemplateSpecificationRequest]
-    Overrides: Optional[FleetLaunchTemplateOverridesListRequest]
+    LaunchTemplateSpecification: FleetLaunchTemplateSpecificationRequest | None
+    Overrides: FleetLaunchTemplateOverridesListRequest | None
 
 
-FleetLaunchTemplateConfigListRequest = List[FleetLaunchTemplateConfigRequest]
+FleetLaunchTemplateConfigListRequest = list[FleetLaunchTemplateConfigRequest]
 
 
 class OnDemandOptionsRequest(TypedDict, total=False):
-    AllocationStrategy: Optional[FleetOnDemandAllocationStrategy]
-    CapacityReservationOptions: Optional[CapacityReservationOptionsRequest]
-    SingleInstanceType: Optional[Boolean]
-    SingleAvailabilityZone: Optional[Boolean]
-    MinTargetCapacity: Optional[Integer]
-    MaxTotalPrice: Optional[String]
+    AllocationStrategy: FleetOnDemandAllocationStrategy | None
+    CapacityReservationOptions: CapacityReservationOptionsRequest | None
+    SingleInstanceType: Boolean | None
+    SingleAvailabilityZone: Boolean | None
+    MinTargetCapacity: Integer | None
+    MaxTotalPrice: String | None
 
 
 class FleetSpotCapacityRebalanceRequest(TypedDict, total=False):
-    ReplacementStrategy: Optional[FleetReplacementStrategy]
-    TerminationDelay: Optional[Integer]
+    ReplacementStrategy: FleetReplacementStrategy | None
+    TerminationDelay: Integer | None
 
 
 class FleetSpotMaintenanceStrategiesRequest(TypedDict, total=False):
-    CapacityRebalance: Optional[FleetSpotCapacityRebalanceRequest]
+    CapacityRebalance: FleetSpotCapacityRebalanceRequest | None
 
 
 class SpotOptionsRequest(TypedDict, total=False):
-    AllocationStrategy: Optional[SpotAllocationStrategy]
-    MaintenanceStrategies: Optional[FleetSpotMaintenanceStrategiesRequest]
-    InstanceInterruptionBehavior: Optional[SpotInstanceInterruptionBehavior]
-    InstancePoolsToUseCount: Optional[Integer]
-    SingleInstanceType: Optional[Boolean]
-    SingleAvailabilityZone: Optional[Boolean]
-    MinTargetCapacity: Optional[Integer]
-    MaxTotalPrice: Optional[String]
+    AllocationStrategy: SpotAllocationStrategy | None
+    MaintenanceStrategies: FleetSpotMaintenanceStrategiesRequest | None
+    InstanceInterruptionBehavior: SpotInstanceInterruptionBehavior | None
+    InstancePoolsToUseCount: Integer | None
+    SingleInstanceType: Boolean | None
+    SingleAvailabilityZone: Boolean | None
+    MinTargetCapacity: Integer | None
+    MaxTotalPrice: String | None
 
 
 class CreateFleetRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    ClientToken: Optional[String]
-    SpotOptions: Optional[SpotOptionsRequest]
-    OnDemandOptions: Optional[OnDemandOptionsRequest]
-    ExcessCapacityTerminationPolicy: Optional[FleetExcessCapacityTerminationPolicy]
+    DryRun: Boolean | None
+    ClientToken: String | None
+    SpotOptions: SpotOptionsRequest | None
+    OnDemandOptions: OnDemandOptionsRequest | None
+    ExcessCapacityTerminationPolicy: FleetExcessCapacityTerminationPolicy | None
     LaunchTemplateConfigs: FleetLaunchTemplateConfigListRequest
     TargetCapacitySpecification: TargetCapacitySpecificationRequest
-    TerminateInstancesWithExpiration: Optional[Boolean]
-    Type: Optional[FleetType]
-    ValidFrom: Optional[DateTime]
-    ValidUntil: Optional[DateTime]
-    ReplaceUnhealthyInstances: Optional[Boolean]
-    TagSpecifications: Optional[TagSpecificationList]
-    Context: Optional[String]
+    TerminateInstancesWithExpiration: Boolean | None
+    Type: FleetType | None
+    ValidFrom: DateTime | None
+    ValidUntil: DateTime | None
+    ReplaceUnhealthyInstances: Boolean | None
+    TagSpecifications: TagSpecificationList | None
+    Context: String | None
 
 
 class CreateFleetResult(TypedDict, total=False):
-    FleetId: Optional[FleetId]
-    Errors: Optional[CreateFleetErrorsSet]
-    Instances: Optional[CreateFleetInstancesSet]
+    FleetId: FleetId | None
+    Errors: CreateFleetErrorsSet | None
+    Instances: CreateFleetInstancesSet | None
 
 
 class DestinationOptionsRequest(TypedDict, total=False):
-    FileFormat: Optional[DestinationFileFormat]
-    HiveCompatiblePartitions: Optional[Boolean]
-    PerHourPartition: Optional[Boolean]
+    FileFormat: DestinationFileFormat | None
+    HiveCompatiblePartitions: Boolean | None
+    PerHourPartition: Boolean | None
 
 
-FlowLogResourceIds = List[FlowLogResourceId]
+FlowLogResourceIds = list[FlowLogResourceId]
 
 
 class CreateFlowLogsRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    ClientToken: Optional[String]
-    DeliverLogsPermissionArn: Optional[String]
-    DeliverCrossAccountRole: Optional[String]
-    LogGroupName: Optional[String]
+    DryRun: Boolean | None
+    ClientToken: String | None
+    DeliverLogsPermissionArn: String | None
+    DeliverCrossAccountRole: String | None
+    LogGroupName: String | None
     ResourceIds: FlowLogResourceIds
     ResourceType: FlowLogsResourceType
-    TrafficType: Optional[TrafficType]
-    LogDestinationType: Optional[LogDestinationType]
-    LogDestination: Optional[String]
-    LogFormat: Optional[String]
-    TagSpecifications: Optional[TagSpecificationList]
-    MaxAggregationInterval: Optional[Integer]
-    DestinationOptions: Optional[DestinationOptionsRequest]
+    TrafficType: TrafficType | None
+    LogDestinationType: LogDestinationType | None
+    LogDestination: String | None
+    LogFormat: String | None
+    TagSpecifications: TagSpecificationList | None
+    MaxAggregationInterval: Integer | None
+    DestinationOptions: DestinationOptionsRequest | None
 
 
 class CreateFlowLogsResult(TypedDict, total=False):
-    ClientToken: Optional[String]
-    FlowLogIds: Optional[ValueStringList]
-    Unsuccessful: Optional[UnsuccessfulItemSet]
+    ClientToken: String | None
+    FlowLogIds: ValueStringList | None
+    Unsuccessful: UnsuccessfulItemSet | None
 
 
 class StorageLocation(TypedDict, total=False):
-    Bucket: Optional[String]
-    Key: Optional[String]
+    Bucket: String | None
+    Key: String | None
 
 
 class CreateFpgaImageRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     InputStorageLocation: StorageLocation
-    LogsStorageLocation: Optional[StorageLocation]
-    Description: Optional[String]
-    Name: Optional[String]
-    ClientToken: Optional[String]
-    TagSpecifications: Optional[TagSpecificationList]
+    LogsStorageLocation: StorageLocation | None
+    Description: String | None
+    Name: String | None
+    ClientToken: String | None
+    TagSpecifications: TagSpecificationList | None
 
 
 class CreateFpgaImageResult(TypedDict, total=False):
-    FpgaImageId: Optional[String]
-    FpgaImageGlobalId: Optional[String]
+    FpgaImageId: String | None
+    FpgaImageGlobalId: String | None
 
 
 class CreateImageRequest(ServiceRequest):
-    TagSpecifications: Optional[TagSpecificationList]
-    SnapshotLocation: Optional[SnapshotLocationEnum]
-    DryRun: Optional[Boolean]
+    TagSpecifications: TagSpecificationList | None
+    SnapshotLocation: SnapshotLocationEnum | None
+    DryRun: Boolean | None
     InstanceId: InstanceId
     Name: String
-    Description: Optional[String]
-    NoReboot: Optional[Boolean]
-    BlockDeviceMappings: Optional[BlockDeviceMappingRequestList]
+    Description: String | None
+    NoReboot: Boolean | None
+    BlockDeviceMappings: BlockDeviceMappingRequestList | None
 
 
 class CreateImageResult(TypedDict, total=False):
-    ImageId: Optional[String]
+    ImageId: String | None
 
 
-ImageUsageReportUserIdStringList = List[String]
-ImageUsageResourceTypeOptionValuesList = List[ImageUsageResourceTypeOptionValue]
+ImageUsageReportUserIdStringList = list[String]
+ImageUsageResourceTypeOptionValuesList = list[ImageUsageResourceTypeOptionValue]
 
 
 class ImageUsageResourceTypeOptionRequest(TypedDict, total=False):
-    OptionName: Optional[String]
-    OptionValues: Optional[ImageUsageResourceTypeOptionValuesList]
+    OptionName: String | None
+    OptionValues: ImageUsageResourceTypeOptionValuesList | None
 
 
-ImageUsageResourceTypeOptionRequestList = List[ImageUsageResourceTypeOptionRequest]
+ImageUsageResourceTypeOptionRequestList = list[ImageUsageResourceTypeOptionRequest]
 
 
 class ImageUsageResourceTypeRequest(TypedDict, total=False):
-    ResourceType: Optional[ImageUsageResourceTypeName]
-    ResourceTypeOptions: Optional[ImageUsageResourceTypeOptionRequestList]
+    ResourceType: ImageUsageResourceTypeName | None
+    ResourceTypeOptions: ImageUsageResourceTypeOptionRequestList | None
 
 
-ImageUsageResourceTypeRequestList = List[ImageUsageResourceTypeRequest]
+ImageUsageResourceTypeRequestList = list[ImageUsageResourceTypeRequest]
 
 
 class CreateImageUsageReportRequest(ServiceRequest):
     ImageId: ImageId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     ResourceTypes: ImageUsageResourceTypeRequestList
-    AccountIds: Optional[ImageUsageReportUserIdStringList]
-    ClientToken: Optional[String]
-    TagSpecifications: Optional[TagSpecificationList]
+    AccountIds: ImageUsageReportUserIdStringList | None
+    ClientToken: String | None
+    TagSpecifications: TagSpecificationList | None
 
 
 class CreateImageUsageReportResult(TypedDict, total=False):
-    ReportId: Optional[ImageUsageReportId]
+    ReportId: ImageUsageReportId | None
 
 
-SecurityGroupIdStringListRequest = List[SecurityGroupId]
+SecurityGroupIdStringListRequest = list[SecurityGroupId]
 
 
 class CreateInstanceConnectEndpointRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     SubnetId: SubnetId
-    SecurityGroupIds: Optional[SecurityGroupIdStringListRequest]
-    PreserveClientIp: Optional[Boolean]
-    ClientToken: Optional[String]
-    TagSpecifications: Optional[TagSpecificationList]
-    IpAddressType: Optional[IpAddressType]
+    SecurityGroupIds: SecurityGroupIdStringListRequest | None
+    PreserveClientIp: Boolean | None
+    ClientToken: String | None
+    TagSpecifications: TagSpecificationList | None
+    IpAddressType: IpAddressType | None
 
 
 class InstanceConnectEndpointDnsNames(TypedDict, total=False):
-    DnsName: Optional[String]
-    FipsDnsName: Optional[String]
+    DnsName: String | None
+    FipsDnsName: String | None
 
 
 class InstanceConnectEndpointPublicDnsNames(TypedDict, total=False):
-    Ipv4: Optional[InstanceConnectEndpointDnsNames]
-    Dualstack: Optional[InstanceConnectEndpointDnsNames]
+    Ipv4: InstanceConnectEndpointDnsNames | None
+    Dualstack: InstanceConnectEndpointDnsNames | None
 
 
-SecurityGroupIdSet = List[SecurityGroupId]
-NetworkInterfaceIdSet = List[String]
+SecurityGroupIdSet = list[SecurityGroupId]
+NetworkInterfaceIdSet = list[String]
 
 
 class Ec2InstanceConnectEndpoint(TypedDict, total=False):
-    OwnerId: Optional[String]
-    InstanceConnectEndpointId: Optional[InstanceConnectEndpointId]
-    InstanceConnectEndpointArn: Optional[ResourceArn]
-    State: Optional[Ec2InstanceConnectEndpointState]
-    StateMessage: Optional[String]
-    DnsName: Optional[String]
-    FipsDnsName: Optional[String]
-    NetworkInterfaceIds: Optional[NetworkInterfaceIdSet]
-    VpcId: Optional[VpcId]
-    AvailabilityZone: Optional[String]
-    CreatedAt: Optional[MillisecondDateTime]
-    SubnetId: Optional[SubnetId]
-    PreserveClientIp: Optional[Boolean]
-    SecurityGroupIds: Optional[SecurityGroupIdSet]
-    Tags: Optional[TagList]
-    IpAddressType: Optional[IpAddressType]
-    PublicDnsNames: Optional[InstanceConnectEndpointPublicDnsNames]
+    OwnerId: String | None
+    InstanceConnectEndpointId: InstanceConnectEndpointId | None
+    InstanceConnectEndpointArn: ResourceArn | None
+    State: Ec2InstanceConnectEndpointState | None
+    StateMessage: String | None
+    DnsName: String | None
+    FipsDnsName: String | None
+    NetworkInterfaceIds: NetworkInterfaceIdSet | None
+    VpcId: VpcId | None
+    AvailabilityZone: String | None
+    CreatedAt: MillisecondDateTime | None
+    SubnetId: SubnetId | None
+    PreserveClientIp: Boolean | None
+    SecurityGroupIds: SecurityGroupIdSet | None
+    Tags: TagList | None
+    IpAddressType: IpAddressType | None
+    PublicDnsNames: InstanceConnectEndpointPublicDnsNames | None
 
 
 class CreateInstanceConnectEndpointResult(TypedDict, total=False):
-    InstanceConnectEndpoint: Optional[Ec2InstanceConnectEndpoint]
-    ClientToken: Optional[String]
+    InstanceConnectEndpoint: Ec2InstanceConnectEndpoint | None
+    ClientToken: String | None
 
 
 class InstanceEventWindowTimeRangeRequest(TypedDict, total=False):
-    StartWeekDay: Optional[WeekDay]
-    StartHour: Optional[Hour]
-    EndWeekDay: Optional[WeekDay]
-    EndHour: Optional[Hour]
+    StartWeekDay: WeekDay | None
+    StartHour: Hour | None
+    EndWeekDay: WeekDay | None
+    EndHour: Hour | None
 
 
-InstanceEventWindowTimeRangeRequestSet = List[InstanceEventWindowTimeRangeRequest]
+InstanceEventWindowTimeRangeRequestSet = list[InstanceEventWindowTimeRangeRequest]
 
 
 class CreateInstanceEventWindowRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    Name: Optional[String]
-    TimeRanges: Optional[InstanceEventWindowTimeRangeRequestSet]
-    CronExpression: Optional[InstanceEventWindowCronExpression]
-    TagSpecifications: Optional[TagSpecificationList]
+    DryRun: Boolean | None
+    Name: String | None
+    TimeRanges: InstanceEventWindowTimeRangeRequestSet | None
+    CronExpression: InstanceEventWindowCronExpression | None
+    TagSpecifications: TagSpecificationList | None
 
 
 class CreateInstanceEventWindowResult(TypedDict, total=False):
-    InstanceEventWindow: Optional[InstanceEventWindow]
+    InstanceEventWindow: InstanceEventWindow | None
 
 
 class ExportToS3TaskSpecification(TypedDict, total=False):
-    DiskImageFormat: Optional[DiskImageFormat]
-    ContainerFormat: Optional[ContainerFormat]
-    S3Bucket: Optional[String]
-    S3Prefix: Optional[String]
+    DiskImageFormat: DiskImageFormat | None
+    ContainerFormat: ContainerFormat | None
+    S3Bucket: String | None
+    S3Prefix: String | None
 
 
 class CreateInstanceExportTaskRequest(ServiceRequest):
-    TagSpecifications: Optional[TagSpecificationList]
-    Description: Optional[String]
+    TagSpecifications: TagSpecificationList | None
+    Description: String | None
     InstanceId: InstanceId
     TargetEnvironment: ExportEnvironment
     ExportToS3Task: ExportToS3TaskSpecification
 
 
 class InstanceExportDetails(TypedDict, total=False):
-    InstanceId: Optional[String]
-    TargetEnvironment: Optional[ExportEnvironment]
+    InstanceId: String | None
+    TargetEnvironment: ExportEnvironment | None
 
 
 class ExportToS3Task(TypedDict, total=False):
-    ContainerFormat: Optional[ContainerFormat]
-    DiskImageFormat: Optional[DiskImageFormat]
-    S3Bucket: Optional[String]
-    S3Key: Optional[String]
+    ContainerFormat: ContainerFormat | None
+    DiskImageFormat: DiskImageFormat | None
+    S3Bucket: String | None
+    S3Key: String | None
 
 
 class ExportTask(TypedDict, total=False):
-    Description: Optional[String]
-    ExportTaskId: Optional[String]
-    ExportToS3Task: Optional[ExportToS3Task]
-    InstanceExportDetails: Optional[InstanceExportDetails]
-    State: Optional[ExportTaskState]
-    StatusMessage: Optional[String]
-    Tags: Optional[TagList]
+    Description: String | None
+    ExportTaskId: String | None
+    ExportToS3Task: ExportToS3Task | None
+    InstanceExportDetails: InstanceExportDetails | None
+    State: ExportTaskState | None
+    StatusMessage: String | None
+    Tags: TagList | None
 
 
 class CreateInstanceExportTaskResult(TypedDict, total=False):
-    ExportTask: Optional[ExportTask]
+    ExportTask: ExportTask | None
 
 
 class CreateInternetGatewayRequest(ServiceRequest):
-    TagSpecifications: Optional[TagSpecificationList]
-    DryRun: Optional[Boolean]
+    TagSpecifications: TagSpecificationList | None
+    DryRun: Boolean | None
 
 
 class InternetGateway(TypedDict, total=False):
-    Attachments: Optional[InternetGatewayAttachmentList]
-    InternetGatewayId: Optional[String]
-    OwnerId: Optional[String]
-    Tags: Optional[TagList]
+    Attachments: InternetGatewayAttachmentList | None
+    InternetGatewayId: String | None
+    OwnerId: String | None
+    Tags: TagList | None
 
 
 class CreateInternetGatewayResult(TypedDict, total=False):
-    InternetGateway: Optional[InternetGateway]
+    InternetGateway: InternetGateway | None
 
 
 class CreateIpamExternalResourceVerificationTokenRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     IpamId: IpamId
-    TagSpecifications: Optional[TagSpecificationList]
-    ClientToken: Optional[String]
+    TagSpecifications: TagSpecificationList | None
+    ClientToken: String | None
 
 
 class IpamExternalResourceVerificationToken(TypedDict, total=False):
-    IpamExternalResourceVerificationTokenId: Optional[IpamExternalResourceVerificationTokenId]
-    IpamExternalResourceVerificationTokenArn: Optional[ResourceArn]
-    IpamId: Optional[IpamId]
-    IpamArn: Optional[ResourceArn]
-    IpamRegion: Optional[String]
-    TokenValue: Optional[String]
-    TokenName: Optional[String]
-    NotAfter: Optional[MillisecondDateTime]
-    Status: Optional[TokenState]
-    Tags: Optional[TagList]
-    State: Optional[IpamExternalResourceVerificationTokenState]
+    IpamExternalResourceVerificationTokenId: IpamExternalResourceVerificationTokenId | None
+    IpamExternalResourceVerificationTokenArn: ResourceArn | None
+    IpamId: IpamId | None
+    IpamArn: ResourceArn | None
+    IpamRegion: String | None
+    TokenValue: String | None
+    TokenName: String | None
+    NotAfter: MillisecondDateTime | None
+    Status: TokenState | None
+    Tags: TagList | None
+    State: IpamExternalResourceVerificationTokenState | None
 
 
 class CreateIpamExternalResourceVerificationTokenResult(TypedDict, total=False):
-    IpamExternalResourceVerificationToken: Optional[IpamExternalResourceVerificationToken]
+    IpamExternalResourceVerificationToken: IpamExternalResourceVerificationToken | None
 
 
 class IpamPoolSourceResourceRequest(TypedDict, total=False):
-    ResourceId: Optional[String]
-    ResourceType: Optional[IpamPoolSourceResourceType]
-    ResourceRegion: Optional[String]
-    ResourceOwner: Optional[String]
+    ResourceId: String | None
+    ResourceType: IpamPoolSourceResourceType | None
+    ResourceRegion: String | None
+    ResourceOwner: String | None
 
 
 class RequestIpamResourceTag(TypedDict, total=False):
-    Key: Optional[String]
-    Value: Optional[String]
+    Key: String | None
+    Value: String | None
 
 
-RequestIpamResourceTagList = List[RequestIpamResourceTag]
+RequestIpamResourceTagList = list[RequestIpamResourceTag]
 
 
 class CreateIpamPoolRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     IpamScopeId: IpamScopeId
-    Locale: Optional[String]
-    SourceIpamPoolId: Optional[IpamPoolId]
-    Description: Optional[String]
+    Locale: String | None
+    SourceIpamPoolId: IpamPoolId | None
+    Description: String | None
     AddressFamily: AddressFamily
-    AutoImport: Optional[Boolean]
-    PubliclyAdvertisable: Optional[Boolean]
-    AllocationMinNetmaskLength: Optional[IpamNetmaskLength]
-    AllocationMaxNetmaskLength: Optional[IpamNetmaskLength]
-    AllocationDefaultNetmaskLength: Optional[IpamNetmaskLength]
-    AllocationResourceTags: Optional[RequestIpamResourceTagList]
-    TagSpecifications: Optional[TagSpecificationList]
-    ClientToken: Optional[String]
-    AwsService: Optional[IpamPoolAwsService]
-    PublicIpSource: Optional[IpamPoolPublicIpSource]
-    SourceResource: Optional[IpamPoolSourceResourceRequest]
+    AutoImport: Boolean | None
+    PubliclyAdvertisable: Boolean | None
+    AllocationMinNetmaskLength: IpamNetmaskLength | None
+    AllocationMaxNetmaskLength: IpamNetmaskLength | None
+    AllocationDefaultNetmaskLength: IpamNetmaskLength | None
+    AllocationResourceTags: RequestIpamResourceTagList | None
+    TagSpecifications: TagSpecificationList | None
+    ClientToken: String | None
+    AwsService: IpamPoolAwsService | None
+    PublicIpSource: IpamPoolPublicIpSource | None
+    SourceResource: IpamPoolSourceResourceRequest | None
 
 
 class IpamPoolSourceResource(TypedDict, total=False):
-    ResourceId: Optional[String]
-    ResourceType: Optional[IpamPoolSourceResourceType]
-    ResourceRegion: Optional[String]
-    ResourceOwner: Optional[String]
+    ResourceId: String | None
+    ResourceType: IpamPoolSourceResourceType | None
+    ResourceRegion: String | None
+    ResourceOwner: String | None
 
 
 class IpamResourceTag(TypedDict, total=False):
-    Key: Optional[String]
-    Value: Optional[String]
+    Key: String | None
+    Value: String | None
 
 
-IpamResourceTagList = List[IpamResourceTag]
+IpamResourceTagList = list[IpamResourceTag]
 
 
 class IpamPool(TypedDict, total=False):
-    OwnerId: Optional[String]
-    IpamPoolId: Optional[IpamPoolId]
-    SourceIpamPoolId: Optional[IpamPoolId]
-    IpamPoolArn: Optional[ResourceArn]
-    IpamScopeArn: Optional[ResourceArn]
-    IpamScopeType: Optional[IpamScopeType]
-    IpamArn: Optional[ResourceArn]
-    IpamRegion: Optional[String]
-    Locale: Optional[String]
-    PoolDepth: Optional[Integer]
-    State: Optional[IpamPoolState]
-    StateMessage: Optional[String]
-    Description: Optional[String]
-    AutoImport: Optional[Boolean]
-    PubliclyAdvertisable: Optional[Boolean]
-    AddressFamily: Optional[AddressFamily]
-    AllocationMinNetmaskLength: Optional[IpamNetmaskLength]
-    AllocationMaxNetmaskLength: Optional[IpamNetmaskLength]
-    AllocationDefaultNetmaskLength: Optional[IpamNetmaskLength]
-    AllocationResourceTags: Optional[IpamResourceTagList]
-    Tags: Optional[TagList]
-    AwsService: Optional[IpamPoolAwsService]
-    PublicIpSource: Optional[IpamPoolPublicIpSource]
-    SourceResource: Optional[IpamPoolSourceResource]
+    OwnerId: String | None
+    IpamPoolId: IpamPoolId | None
+    SourceIpamPoolId: IpamPoolId | None
+    IpamPoolArn: ResourceArn | None
+    IpamScopeArn: ResourceArn | None
+    IpamScopeType: IpamScopeType | None
+    IpamArn: ResourceArn | None
+    IpamRegion: String | None
+    Locale: String | None
+    PoolDepth: Integer | None
+    State: IpamPoolState | None
+    StateMessage: String | None
+    Description: String | None
+    AutoImport: Boolean | None
+    PubliclyAdvertisable: Boolean | None
+    AddressFamily: AddressFamily | None
+    AllocationMinNetmaskLength: IpamNetmaskLength | None
+    AllocationMaxNetmaskLength: IpamNetmaskLength | None
+    AllocationDefaultNetmaskLength: IpamNetmaskLength | None
+    AllocationResourceTags: IpamResourceTagList | None
+    Tags: TagList | None
+    AwsService: IpamPoolAwsService | None
+    PublicIpSource: IpamPoolPublicIpSource | None
+    SourceResource: IpamPoolSourceResource | None
 
 
 class CreateIpamPoolResult(TypedDict, total=False):
-    IpamPool: Optional[IpamPool]
+    IpamPool: IpamPool | None
 
 
 class IpamPrefixListResolverRuleConditionRequest(TypedDict, total=False):
     Operation: IpamPrefixListResolverRuleConditionOperation
-    IpamPoolId: Optional[String]
-    ResourceId: Optional[String]
-    ResourceOwner: Optional[String]
-    ResourceRegion: Optional[String]
-    ResourceTag: Optional[RequestIpamResourceTag]
-    Cidr: Optional[String]
+    IpamPoolId: String | None
+    ResourceId: String | None
+    ResourceOwner: String | None
+    ResourceRegion: String | None
+    ResourceTag: RequestIpamResourceTag | None
+    Cidr: String | None
 
 
-IpamPrefixListResolverRuleConditionRequestSet = List[IpamPrefixListResolverRuleConditionRequest]
+IpamPrefixListResolverRuleConditionRequestSet = list[IpamPrefixListResolverRuleConditionRequest]
 
 
 class IpamPrefixListResolverRuleRequest(TypedDict, total=False):
     RuleType: IpamPrefixListResolverRuleType
-    StaticCidr: Optional[String]
-    IpamScopeId: Optional[IpamScopeId]
-    ResourceType: Optional[IpamResourceType]
-    Conditions: Optional[IpamPrefixListResolverRuleConditionRequestSet]
+    StaticCidr: String | None
+    IpamScopeId: IpamScopeId | None
+    ResourceType: IpamResourceType | None
+    Conditions: IpamPrefixListResolverRuleConditionRequestSet | None
 
 
-IpamPrefixListResolverRuleRequestSet = List[IpamPrefixListResolverRuleRequest]
+IpamPrefixListResolverRuleRequestSet = list[IpamPrefixListResolverRuleRequest]
 
 
 class CreateIpamPrefixListResolverRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     IpamId: IpamId
-    Description: Optional[String]
+    Description: String | None
     AddressFamily: AddressFamily
-    Rules: Optional[IpamPrefixListResolverRuleRequestSet]
-    TagSpecifications: Optional[TagSpecificationList]
-    ClientToken: Optional[String]
+    Rules: IpamPrefixListResolverRuleRequestSet | None
+    TagSpecifications: TagSpecificationList | None
+    ClientToken: String | None
 
 
 class IpamPrefixListResolver(TypedDict, total=False):
-    OwnerId: Optional[String]
-    IpamPrefixListResolverId: Optional[IpamPrefixListResolverId]
-    IpamPrefixListResolverArn: Optional[ResourceArn]
-    IpamArn: Optional[ResourceArn]
-    IpamRegion: Optional[String]
-    Description: Optional[String]
-    AddressFamily: Optional[AddressFamily]
-    State: Optional[IpamPrefixListResolverState]
-    Tags: Optional[TagList]
-    LastVersionCreationStatus: Optional[IpamPrefixListResolverVersionCreationStatus]
-    LastVersionCreationStatusMessage: Optional[String]
+    OwnerId: String | None
+    IpamPrefixListResolverId: IpamPrefixListResolverId | None
+    IpamPrefixListResolverArn: ResourceArn | None
+    IpamArn: ResourceArn | None
+    IpamRegion: String | None
+    Description: String | None
+    AddressFamily: AddressFamily | None
+    State: IpamPrefixListResolverState | None
+    Tags: TagList | None
+    LastVersionCreationStatus: IpamPrefixListResolverVersionCreationStatus | None
+    LastVersionCreationStatusMessage: String | None
 
 
 class CreateIpamPrefixListResolverResult(TypedDict, total=False):
-    IpamPrefixListResolver: Optional[IpamPrefixListResolver]
+    IpamPrefixListResolver: IpamPrefixListResolver | None
 
 
 class CreateIpamPrefixListResolverTargetRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     IpamPrefixListResolverId: IpamPrefixListResolverId
     PrefixListId: String
     PrefixListRegion: String
-    DesiredVersion: Optional[BoxedLong]
+    DesiredVersion: BoxedLong | None
     TrackLatestVersion: Boolean
-    TagSpecifications: Optional[TagSpecificationList]
-    ClientToken: Optional[String]
+    TagSpecifications: TagSpecificationList | None
+    ClientToken: String | None
 
 
 class IpamPrefixListResolverTarget(TypedDict, total=False):
-    IpamPrefixListResolverTargetId: Optional[IpamPrefixListResolverTargetId]
-    IpamPrefixListResolverTargetArn: Optional[ResourceArn]
-    IpamPrefixListResolverId: Optional[IpamPrefixListResolverId]
-    OwnerId: Optional[String]
-    PrefixListId: Optional[PrefixListResourceId]
-    PrefixListRegion: Optional[String]
-    DesiredVersion: Optional[BoxedLong]
-    LastSyncedVersion: Optional[BoxedLong]
-    TrackLatestVersion: Optional[Boolean]
-    StateMessage: Optional[String]
-    State: Optional[IpamPrefixListResolverTargetState]
-    Tags: Optional[TagList]
+    IpamPrefixListResolverTargetId: IpamPrefixListResolverTargetId | None
+    IpamPrefixListResolverTargetArn: ResourceArn | None
+    IpamPrefixListResolverId: IpamPrefixListResolverId | None
+    OwnerId: String | None
+    PrefixListId: PrefixListResourceId | None
+    PrefixListRegion: String | None
+    DesiredVersion: BoxedLong | None
+    LastSyncedVersion: BoxedLong | None
+    TrackLatestVersion: Boolean | None
+    StateMessage: String | None
+    State: IpamPrefixListResolverTargetState | None
+    Tags: TagList | None
 
 
 class CreateIpamPrefixListResolverTargetResult(TypedDict, total=False):
-    IpamPrefixListResolverTarget: Optional[IpamPrefixListResolverTarget]
+    IpamPrefixListResolverTarget: IpamPrefixListResolverTarget | None
 
 
 class CreateIpamRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    Description: Optional[String]
-    OperatingRegions: Optional[AddIpamOperatingRegionSet]
-    TagSpecifications: Optional[TagSpecificationList]
-    ClientToken: Optional[String]
-    Tier: Optional[IpamTier]
-    EnablePrivateGua: Optional[Boolean]
-    MeteredAccount: Optional[IpamMeteredAccount]
+    DryRun: Boolean | None
+    Description: String | None
+    OperatingRegions: AddIpamOperatingRegionSet | None
+    TagSpecifications: TagSpecificationList | None
+    ClientToken: String | None
+    Tier: IpamTier | None
+    EnablePrivateGua: Boolean | None
+    MeteredAccount: IpamMeteredAccount | None
 
 
 class CreateIpamResourceDiscoveryRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    Description: Optional[String]
-    OperatingRegions: Optional[AddIpamOperatingRegionSet]
-    TagSpecifications: Optional[TagSpecificationList]
-    ClientToken: Optional[String]
+    DryRun: Boolean | None
+    Description: String | None
+    OperatingRegions: AddIpamOperatingRegionSet | None
+    TagSpecifications: TagSpecificationList | None
+    ClientToken: String | None
 
 
 class IpamOrganizationalUnitExclusion(TypedDict, total=False):
-    OrganizationsEntityPath: Optional[String]
+    OrganizationsEntityPath: String | None
 
 
-IpamOrganizationalUnitExclusionSet = List[IpamOrganizationalUnitExclusion]
+IpamOrganizationalUnitExclusionSet = list[IpamOrganizationalUnitExclusion]
 
 
 class IpamOperatingRegion(TypedDict, total=False):
-    RegionName: Optional[String]
+    RegionName: String | None
 
 
-IpamOperatingRegionSet = List[IpamOperatingRegion]
+IpamOperatingRegionSet = list[IpamOperatingRegion]
 
 
 class IpamResourceDiscovery(TypedDict, total=False):
-    OwnerId: Optional[String]
-    IpamResourceDiscoveryId: Optional[IpamResourceDiscoveryId]
-    IpamResourceDiscoveryArn: Optional[String]
-    IpamResourceDiscoveryRegion: Optional[String]
-    Description: Optional[String]
-    OperatingRegions: Optional[IpamOperatingRegionSet]
-    IsDefault: Optional[Boolean]
-    State: Optional[IpamResourceDiscoveryState]
-    Tags: Optional[TagList]
-    OrganizationalUnitExclusions: Optional[IpamOrganizationalUnitExclusionSet]
+    OwnerId: String | None
+    IpamResourceDiscoveryId: IpamResourceDiscoveryId | None
+    IpamResourceDiscoveryArn: String | None
+    IpamResourceDiscoveryRegion: String | None
+    Description: String | None
+    OperatingRegions: IpamOperatingRegionSet | None
+    IsDefault: Boolean | None
+    State: IpamResourceDiscoveryState | None
+    Tags: TagList | None
+    OrganizationalUnitExclusions: IpamOrganizationalUnitExclusionSet | None
 
 
 class CreateIpamResourceDiscoveryResult(TypedDict, total=False):
-    IpamResourceDiscovery: Optional[IpamResourceDiscovery]
+    IpamResourceDiscovery: IpamResourceDiscovery | None
 
 
 class Ipam(TypedDict, total=False):
-    OwnerId: Optional[String]
-    IpamId: Optional[IpamId]
-    IpamArn: Optional[ResourceArn]
-    IpamRegion: Optional[String]
-    PublicDefaultScopeId: Optional[IpamScopeId]
-    PrivateDefaultScopeId: Optional[IpamScopeId]
-    ScopeCount: Optional[Integer]
-    Description: Optional[String]
-    OperatingRegions: Optional[IpamOperatingRegionSet]
-    State: Optional[IpamState]
-    Tags: Optional[TagList]
-    DefaultResourceDiscoveryId: Optional[IpamResourceDiscoveryId]
-    DefaultResourceDiscoveryAssociationId: Optional[IpamResourceDiscoveryAssociationId]
-    ResourceDiscoveryAssociationCount: Optional[Integer]
-    StateMessage: Optional[String]
-    Tier: Optional[IpamTier]
-    EnablePrivateGua: Optional[Boolean]
-    MeteredAccount: Optional[IpamMeteredAccount]
+    OwnerId: String | None
+    IpamId: IpamId | None
+    IpamArn: ResourceArn | None
+    IpamRegion: String | None
+    PublicDefaultScopeId: IpamScopeId | None
+    PrivateDefaultScopeId: IpamScopeId | None
+    ScopeCount: Integer | None
+    Description: String | None
+    OperatingRegions: IpamOperatingRegionSet | None
+    State: IpamState | None
+    Tags: TagList | None
+    DefaultResourceDiscoveryId: IpamResourceDiscoveryId | None
+    DefaultResourceDiscoveryAssociationId: IpamResourceDiscoveryAssociationId | None
+    ResourceDiscoveryAssociationCount: Integer | None
+    StateMessage: String | None
+    Tier: IpamTier | None
+    EnablePrivateGua: Boolean | None
+    MeteredAccount: IpamMeteredAccount | None
 
 
 class CreateIpamResult(TypedDict, total=False):
-    Ipam: Optional[Ipam]
+    Ipam: Ipam | None
+
+
+class ExternalAuthorityConfiguration(TypedDict, total=False):
+    Type: IpamScopeExternalAuthorityType | None
+    ExternalResourceIdentifier: String | None
 
 
 class CreateIpamScopeRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     IpamId: IpamId
-    Description: Optional[String]
-    TagSpecifications: Optional[TagSpecificationList]
-    ClientToken: Optional[String]
+    Description: String | None
+    TagSpecifications: TagSpecificationList | None
+    ClientToken: String | None
+    ExternalAuthorityConfiguration: ExternalAuthorityConfiguration | None
+
+
+class IpamScopeExternalAuthorityConfiguration(TypedDict, total=False):
+    Type: IpamScopeExternalAuthorityType | None
+    ExternalResourceIdentifier: String | None
 
 
 class IpamScope(TypedDict, total=False):
-    OwnerId: Optional[String]
-    IpamScopeId: Optional[IpamScopeId]
-    IpamScopeArn: Optional[ResourceArn]
-    IpamArn: Optional[ResourceArn]
-    IpamRegion: Optional[String]
-    IpamScopeType: Optional[IpamScopeType]
-    IsDefault: Optional[Boolean]
-    Description: Optional[String]
-    PoolCount: Optional[Integer]
-    State: Optional[IpamScopeState]
-    Tags: Optional[TagList]
+    OwnerId: String | None
+    IpamScopeId: IpamScopeId | None
+    IpamScopeArn: ResourceArn | None
+    IpamArn: ResourceArn | None
+    IpamRegion: String | None
+    IpamScopeType: IpamScopeType | None
+    IsDefault: Boolean | None
+    Description: String | None
+    PoolCount: Integer | None
+    State: IpamScopeState | None
+    Tags: TagList | None
+    ExternalAuthorityConfiguration: IpamScopeExternalAuthorityConfiguration | None
 
 
 class CreateIpamScopeResult(TypedDict, total=False):
-    IpamScope: Optional[IpamScope]
+    IpamScope: IpamScope | None
 
 
 class CreateKeyPairRequest(ServiceRequest):
     KeyName: String
-    KeyType: Optional[KeyType]
-    TagSpecifications: Optional[TagSpecificationList]
-    KeyFormat: Optional[KeyFormat]
-    DryRun: Optional[Boolean]
+    KeyType: KeyType | None
+    TagSpecifications: TagSpecificationList | None
+    KeyFormat: KeyFormat | None
+    DryRun: Boolean | None
 
 
 class OperatorRequest(TypedDict, total=False):
-    Principal: Optional[String]
+    Principal: String | None
 
 
 class LaunchTemplateNetworkPerformanceOptionsRequest(TypedDict, total=False):
-    BandwidthWeighting: Optional[InstanceBandwidthWeighting]
+    BandwidthWeighting: InstanceBandwidthWeighting | None
 
 
 class LaunchTemplateInstanceMaintenanceOptionsRequest(TypedDict, total=False):
-    AutoRecovery: Optional[LaunchTemplateAutoRecoveryState]
+    AutoRecovery: LaunchTemplateAutoRecoveryState | None
 
 
 class LaunchTemplatePrivateDnsNameOptionsRequest(TypedDict, total=False):
-    HostnameType: Optional[HostnameType]
-    EnableResourceNameDnsARecord: Optional[Boolean]
-    EnableResourceNameDnsAAAARecord: Optional[Boolean]
+    HostnameType: HostnameType | None
+    EnableResourceNameDnsARecord: Boolean | None
+    EnableResourceNameDnsAAAARecord: Boolean | None
 
 
 class LaunchTemplateEnclaveOptionsRequest(TypedDict, total=False):
-    Enabled: Optional[Boolean]
+    Enabled: Boolean | None
 
 
 class LaunchTemplateInstanceMetadataOptionsRequest(TypedDict, total=False):
-    HttpTokens: Optional[LaunchTemplateHttpTokensState]
-    HttpPutResponseHopLimit: Optional[Integer]
-    HttpEndpoint: Optional[LaunchTemplateInstanceMetadataEndpointState]
-    HttpProtocolIpv6: Optional[LaunchTemplateInstanceMetadataProtocolIpv6]
-    InstanceMetadataTags: Optional[LaunchTemplateInstanceMetadataTagsState]
+    HttpTokens: LaunchTemplateHttpTokensState | None
+    HttpPutResponseHopLimit: Integer | None
+    HttpEndpoint: LaunchTemplateInstanceMetadataEndpointState | None
+    HttpProtocolIpv6: LaunchTemplateInstanceMetadataProtocolIpv6 | None
+    InstanceMetadataTags: LaunchTemplateInstanceMetadataTagsState | None
 
 
 class LaunchTemplateHibernationOptionsRequest(TypedDict, total=False):
-    Configured: Optional[Boolean]
+    Configured: Boolean | None
 
 
 class LaunchTemplateLicenseConfigurationRequest(TypedDict, total=False):
-    LicenseConfigurationArn: Optional[String]
+    LicenseConfigurationArn: String | None
 
 
-LaunchTemplateLicenseSpecificationListRequest = List[LaunchTemplateLicenseConfigurationRequest]
+LaunchTemplateLicenseSpecificationListRequest = list[LaunchTemplateLicenseConfigurationRequest]
 
 
 class LaunchTemplateCapacityReservationSpecificationRequest(TypedDict, total=False):
-    CapacityReservationPreference: Optional[CapacityReservationPreference]
-    CapacityReservationTarget: Optional[CapacityReservationTarget]
+    CapacityReservationPreference: CapacityReservationPreference | None
+    CapacityReservationTarget: CapacityReservationTarget | None
 
 
 class LaunchTemplateCpuOptionsRequest(TypedDict, total=False):
-    CoreCount: Optional[Integer]
-    ThreadsPerCore: Optional[Integer]
-    AmdSevSnp: Optional[AmdSevSnpSpecification]
+    CoreCount: Integer | None
+    ThreadsPerCore: Integer | None
+    AmdSevSnp: AmdSevSnpSpecification | None
 
 
 class CreditSpecificationRequest(TypedDict, total=False):
@@ -8481,625 +8511,621 @@ class CreditSpecificationRequest(TypedDict, total=False):
 
 
 class LaunchTemplateSpotMarketOptionsRequest(TypedDict, total=False):
-    MaxPrice: Optional[String]
-    SpotInstanceType: Optional[SpotInstanceType]
-    BlockDurationMinutes: Optional[Integer]
-    ValidUntil: Optional[DateTime]
-    InstanceInterruptionBehavior: Optional[InstanceInterruptionBehavior]
+    MaxPrice: String | None
+    SpotInstanceType: SpotInstanceType | None
+    BlockDurationMinutes: Integer | None
+    ValidUntil: DateTime | None
+    InstanceInterruptionBehavior: InstanceInterruptionBehavior | None
 
 
 class LaunchTemplateInstanceMarketOptionsRequest(TypedDict, total=False):
-    MarketType: Optional[MarketType]
-    SpotOptions: Optional[LaunchTemplateSpotMarketOptionsRequest]
+    MarketType: MarketType | None
+    SpotOptions: LaunchTemplateSpotMarketOptionsRequest | None
 
 
-SecurityGroupStringList = List[SecurityGroupName]
-SecurityGroupIdStringList = List[SecurityGroupId]
+SecurityGroupStringList = list[SecurityGroupName]
+SecurityGroupIdStringList = list[SecurityGroupId]
 
 
 class LaunchTemplateElasticInferenceAccelerator(TypedDict, total=False):
     Type: String
-    Count: Optional[LaunchTemplateElasticInferenceAcceleratorCount]
+    Count: LaunchTemplateElasticInferenceAcceleratorCount | None
 
 
-LaunchTemplateElasticInferenceAcceleratorList = List[LaunchTemplateElasticInferenceAccelerator]
+LaunchTemplateElasticInferenceAcceleratorList = list[LaunchTemplateElasticInferenceAccelerator]
 
 
 class ElasticGpuSpecification(TypedDict, total=False):
     Type: String
 
 
-ElasticGpuSpecificationList = List[ElasticGpuSpecification]
+ElasticGpuSpecificationList = list[ElasticGpuSpecification]
 
 
 class LaunchTemplateTagSpecificationRequest(TypedDict, total=False):
-    ResourceType: Optional[ResourceType]
-    Tags: Optional[TagList]
+    ResourceType: ResourceType | None
+    Tags: TagList | None
 
 
-LaunchTemplateTagSpecificationRequestList = List[LaunchTemplateTagSpecificationRequest]
+LaunchTemplateTagSpecificationRequestList = list[LaunchTemplateTagSpecificationRequest]
 
 
 class LaunchTemplatePlacementRequest(TypedDict, total=False):
-    AvailabilityZone: Optional[String]
-    AvailabilityZoneId: Optional[AvailabilityZoneId]
-    Affinity: Optional[String]
-    GroupName: Optional[PlacementGroupName]
-    HostId: Optional[DedicatedHostId]
-    Tenancy: Optional[Tenancy]
-    SpreadDomain: Optional[String]
-    HostResourceGroupArn: Optional[String]
-    PartitionNumber: Optional[Integer]
-    GroupId: Optional[PlacementGroupId]
+    AvailabilityZone: String | None
+    AvailabilityZoneId: AvailabilityZoneId | None
+    Affinity: String | None
+    GroupName: PlacementGroupName | None
+    HostId: DedicatedHostId | None
+    Tenancy: Tenancy | None
+    SpreadDomain: String | None
+    HostResourceGroupArn: String | None
+    PartitionNumber: Integer | None
+    GroupId: PlacementGroupId | None
 
 
 class LaunchTemplatesMonitoringRequest(TypedDict, total=False):
-    Enabled: Optional[Boolean]
+    Enabled: Boolean | None
 
 
 class EnaSrdUdpSpecificationRequest(TypedDict, total=False):
-    EnaSrdUdpEnabled: Optional[Boolean]
+    EnaSrdUdpEnabled: Boolean | None
 
 
 class EnaSrdSpecificationRequest(TypedDict, total=False):
-    EnaSrdEnabled: Optional[Boolean]
-    EnaSrdUdpSpecification: Optional[EnaSrdUdpSpecificationRequest]
+    EnaSrdEnabled: Boolean | None
+    EnaSrdUdpSpecification: EnaSrdUdpSpecificationRequest | None
 
 
 class Ipv6PrefixSpecificationRequest(TypedDict, total=False):
-    Ipv6Prefix: Optional[String]
+    Ipv6Prefix: String | None
 
 
-Ipv6PrefixList = List[Ipv6PrefixSpecificationRequest]
+Ipv6PrefixList = list[Ipv6PrefixSpecificationRequest]
 
 
 class Ipv4PrefixSpecificationRequest(TypedDict, total=False):
-    Ipv4Prefix: Optional[String]
+    Ipv4Prefix: String | None
 
 
-Ipv4PrefixList = List[Ipv4PrefixSpecificationRequest]
+Ipv4PrefixList = list[Ipv4PrefixSpecificationRequest]
 
 
 class PrivateIpAddressSpecification(TypedDict, total=False):
-    Primary: Optional[Boolean]
-    PrivateIpAddress: Optional[String]
+    Primary: Boolean | None
+    PrivateIpAddress: String | None
 
 
-PrivateIpAddressSpecificationList = List[PrivateIpAddressSpecification]
+PrivateIpAddressSpecificationList = list[PrivateIpAddressSpecification]
 
 
 class InstanceIpv6AddressRequest(TypedDict, total=False):
-    Ipv6Address: Optional[String]
+    Ipv6Address: String | None
 
 
-InstanceIpv6AddressListRequest = List[InstanceIpv6AddressRequest]
+InstanceIpv6AddressListRequest = list[InstanceIpv6AddressRequest]
 
 
 class LaunchTemplateInstanceNetworkInterfaceSpecificationRequest(TypedDict, total=False):
-    AssociateCarrierIpAddress: Optional[Boolean]
-    AssociatePublicIpAddress: Optional[Boolean]
-    DeleteOnTermination: Optional[Boolean]
-    Description: Optional[String]
-    DeviceIndex: Optional[Integer]
-    Groups: Optional[SecurityGroupIdStringList]
-    InterfaceType: Optional[String]
-    Ipv6AddressCount: Optional[Integer]
-    Ipv6Addresses: Optional[InstanceIpv6AddressListRequest]
-    NetworkInterfaceId: Optional[NetworkInterfaceId]
-    PrivateIpAddress: Optional[String]
-    PrivateIpAddresses: Optional[PrivateIpAddressSpecificationList]
-    SecondaryPrivateIpAddressCount: Optional[Integer]
-    SubnetId: Optional[SubnetId]
-    NetworkCardIndex: Optional[Integer]
-    Ipv4Prefixes: Optional[Ipv4PrefixList]
-    Ipv4PrefixCount: Optional[Integer]
-    Ipv6Prefixes: Optional[Ipv6PrefixList]
-    Ipv6PrefixCount: Optional[Integer]
-    PrimaryIpv6: Optional[Boolean]
-    EnaSrdSpecification: Optional[EnaSrdSpecificationRequest]
-    ConnectionTrackingSpecification: Optional[ConnectionTrackingSpecificationRequest]
-    EnaQueueCount: Optional[Integer]
-
-
-LaunchTemplateInstanceNetworkInterfaceSpecificationRequestList = List[
+    AssociateCarrierIpAddress: Boolean | None
+    AssociatePublicIpAddress: Boolean | None
+    DeleteOnTermination: Boolean | None
+    Description: String | None
+    DeviceIndex: Integer | None
+    Groups: SecurityGroupIdStringList | None
+    InterfaceType: String | None
+    Ipv6AddressCount: Integer | None
+    Ipv6Addresses: InstanceIpv6AddressListRequest | None
+    NetworkInterfaceId: NetworkInterfaceId | None
+    PrivateIpAddress: String | None
+    PrivateIpAddresses: PrivateIpAddressSpecificationList | None
+    SecondaryPrivateIpAddressCount: Integer | None
+    SubnetId: SubnetId | None
+    NetworkCardIndex: Integer | None
+    Ipv4Prefixes: Ipv4PrefixList | None
+    Ipv4PrefixCount: Integer | None
+    Ipv6Prefixes: Ipv6PrefixList | None
+    Ipv6PrefixCount: Integer | None
+    PrimaryIpv6: Boolean | None
+    EnaSrdSpecification: EnaSrdSpecificationRequest | None
+    ConnectionTrackingSpecification: ConnectionTrackingSpecificationRequest | None
+    EnaQueueCount: Integer | None
+
+
+LaunchTemplateInstanceNetworkInterfaceSpecificationRequestList = list[
     LaunchTemplateInstanceNetworkInterfaceSpecificationRequest
 ]
 
 
 class LaunchTemplateEbsBlockDeviceRequest(TypedDict, total=False):
-    Encrypted: Optional[Boolean]
-    DeleteOnTermination: Optional[Boolean]
-    Iops: Optional[Integer]
-    KmsKeyId: Optional[KmsKeyId]
-    SnapshotId: Optional[SnapshotId]
-    VolumeSize: Optional[Integer]
-    VolumeType: Optional[VolumeType]
-    Throughput: Optional[Integer]
-    VolumeInitializationRate: Optional[Integer]
+    Encrypted: Boolean | None
+    DeleteOnTermination: Boolean | None
+    Iops: Integer | None
+    KmsKeyId: KmsKeyId | None
+    SnapshotId: SnapshotId | None
+    VolumeSize: Integer | None
+    VolumeType: VolumeType | None
+    Throughput: Integer | None
+    VolumeInitializationRate: Integer | None
 
 
 class LaunchTemplateBlockDeviceMappingRequest(TypedDict, total=False):
-    DeviceName: Optional[String]
-    VirtualName: Optional[String]
-    Ebs: Optional[LaunchTemplateEbsBlockDeviceRequest]
-    NoDevice: Optional[String]
+    DeviceName: String | None
+    VirtualName: String | None
+    Ebs: LaunchTemplateEbsBlockDeviceRequest | None
+    NoDevice: String | None
 
 
-LaunchTemplateBlockDeviceMappingRequestList = List[LaunchTemplateBlockDeviceMappingRequest]
+LaunchTemplateBlockDeviceMappingRequestList = list[LaunchTemplateBlockDeviceMappingRequest]
 
 
 class LaunchTemplateIamInstanceProfileSpecificationRequest(TypedDict, total=False):
-    Arn: Optional[String]
-    Name: Optional[String]
+    Arn: String | None
+    Name: String | None
 
 
 class RequestLaunchTemplateData(TypedDict, total=False):
-    KernelId: Optional[KernelId]
-    EbsOptimized: Optional[Boolean]
-    IamInstanceProfile: Optional[LaunchTemplateIamInstanceProfileSpecificationRequest]
-    BlockDeviceMappings: Optional[LaunchTemplateBlockDeviceMappingRequestList]
-    NetworkInterfaces: Optional[LaunchTemplateInstanceNetworkInterfaceSpecificationRequestList]
-    ImageId: Optional[ImageId]
-    InstanceType: Optional[InstanceType]
-    KeyName: Optional[KeyPairName]
-    Monitoring: Optional[LaunchTemplatesMonitoringRequest]
-    Placement: Optional[LaunchTemplatePlacementRequest]
-    RamDiskId: Optional[RamdiskId]
-    DisableApiTermination: Optional[Boolean]
-    InstanceInitiatedShutdownBehavior: Optional[ShutdownBehavior]
-    UserData: Optional[SensitiveUserData]
-    TagSpecifications: Optional[LaunchTemplateTagSpecificationRequestList]
-    ElasticGpuSpecifications: Optional[ElasticGpuSpecificationList]
-    ElasticInferenceAccelerators: Optional[LaunchTemplateElasticInferenceAcceleratorList]
-    SecurityGroupIds: Optional[SecurityGroupIdStringList]
-    SecurityGroups: Optional[SecurityGroupStringList]
-    InstanceMarketOptions: Optional[LaunchTemplateInstanceMarketOptionsRequest]
-    CreditSpecification: Optional[CreditSpecificationRequest]
-    CpuOptions: Optional[LaunchTemplateCpuOptionsRequest]
-    CapacityReservationSpecification: Optional[
-        LaunchTemplateCapacityReservationSpecificationRequest
-    ]
-    LicenseSpecifications: Optional[LaunchTemplateLicenseSpecificationListRequest]
-    HibernationOptions: Optional[LaunchTemplateHibernationOptionsRequest]
-    MetadataOptions: Optional[LaunchTemplateInstanceMetadataOptionsRequest]
-    EnclaveOptions: Optional[LaunchTemplateEnclaveOptionsRequest]
-    InstanceRequirements: Optional[InstanceRequirementsRequest]
-    PrivateDnsNameOptions: Optional[LaunchTemplatePrivateDnsNameOptionsRequest]
-    MaintenanceOptions: Optional[LaunchTemplateInstanceMaintenanceOptionsRequest]
-    DisableApiStop: Optional[Boolean]
-    Operator: Optional[OperatorRequest]
-    NetworkPerformanceOptions: Optional[LaunchTemplateNetworkPerformanceOptionsRequest]
+    KernelId: KernelId | None
+    EbsOptimized: Boolean | None
+    IamInstanceProfile: LaunchTemplateIamInstanceProfileSpecificationRequest | None
+    BlockDeviceMappings: LaunchTemplateBlockDeviceMappingRequestList | None
+    NetworkInterfaces: LaunchTemplateInstanceNetworkInterfaceSpecificationRequestList | None
+    ImageId: ImageId | None
+    InstanceType: InstanceType | None
+    KeyName: KeyPairName | None
+    Monitoring: LaunchTemplatesMonitoringRequest | None
+    Placement: LaunchTemplatePlacementRequest | None
+    RamDiskId: RamdiskId | None
+    DisableApiTermination: Boolean | None
+    InstanceInitiatedShutdownBehavior: ShutdownBehavior | None
+    UserData: SensitiveUserData | None
+    TagSpecifications: LaunchTemplateTagSpecificationRequestList | None
+    ElasticGpuSpecifications: ElasticGpuSpecificationList | None
+    ElasticInferenceAccelerators: LaunchTemplateElasticInferenceAcceleratorList | None
+    SecurityGroupIds: SecurityGroupIdStringList | None
+    SecurityGroups: SecurityGroupStringList | None
+    InstanceMarketOptions: LaunchTemplateInstanceMarketOptionsRequest | None
+    CreditSpecification: CreditSpecificationRequest | None
+    CpuOptions: LaunchTemplateCpuOptionsRequest | None
+    CapacityReservationSpecification: LaunchTemplateCapacityReservationSpecificationRequest | None
+    LicenseSpecifications: LaunchTemplateLicenseSpecificationListRequest | None
+    HibernationOptions: LaunchTemplateHibernationOptionsRequest | None
+    MetadataOptions: LaunchTemplateInstanceMetadataOptionsRequest | None
+    EnclaveOptions: LaunchTemplateEnclaveOptionsRequest | None
+    InstanceRequirements: InstanceRequirementsRequest | None
+    PrivateDnsNameOptions: LaunchTemplatePrivateDnsNameOptionsRequest | None
+    MaintenanceOptions: LaunchTemplateInstanceMaintenanceOptionsRequest | None
+    DisableApiStop: Boolean | None
+    Operator: OperatorRequest | None
+    NetworkPerformanceOptions: LaunchTemplateNetworkPerformanceOptionsRequest | None
 
 
 class CreateLaunchTemplateRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    ClientToken: Optional[String]
+    DryRun: Boolean | None
+    ClientToken: String | None
     LaunchTemplateName: LaunchTemplateName
-    VersionDescription: Optional[VersionDescription]
+    VersionDescription: VersionDescription | None
     LaunchTemplateData: RequestLaunchTemplateData
-    Operator: Optional[OperatorRequest]
-    TagSpecifications: Optional[TagSpecificationList]
+    Operator: OperatorRequest | None
+    TagSpecifications: TagSpecificationList | None
 
 
 class ValidationError(TypedDict, total=False):
-    Code: Optional[String]
-    Message: Optional[String]
+    Code: String | None
+    Message: String | None
 
 
-ErrorSet = List[ValidationError]
+ErrorSet = list[ValidationError]
 
 
 class ValidationWarning(TypedDict, total=False):
-    Errors: Optional[ErrorSet]
+    Errors: ErrorSet | None
 
 
 class LaunchTemplate(TypedDict, total=False):
-    LaunchTemplateId: Optional[String]
-    LaunchTemplateName: Optional[LaunchTemplateName]
-    CreateTime: Optional[DateTime]
-    CreatedBy: Optional[String]
-    DefaultVersionNumber: Optional[Long]
-    LatestVersionNumber: Optional[Long]
-    Tags: Optional[TagList]
-    Operator: Optional[OperatorResponse]
+    LaunchTemplateId: String | None
+    LaunchTemplateName: LaunchTemplateName | None
+    CreateTime: DateTime | None
+    CreatedBy: String | None
+    DefaultVersionNumber: Long | None
+    LatestVersionNumber: Long | None
+    Tags: TagList | None
+    Operator: OperatorResponse | None
 
 
 class CreateLaunchTemplateResult(TypedDict, total=False):
-    LaunchTemplate: Optional[LaunchTemplate]
-    Warning: Optional[ValidationWarning]
+    LaunchTemplate: LaunchTemplate | None
+    Warning: ValidationWarning | None
 
 
 class CreateLaunchTemplateVersionRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    ClientToken: Optional[String]
-    LaunchTemplateId: Optional[LaunchTemplateId]
-    LaunchTemplateName: Optional[LaunchTemplateName]
-    SourceVersion: Optional[String]
-    VersionDescription: Optional[VersionDescription]
+    DryRun: Boolean | None
+    ClientToken: String | None
+    LaunchTemplateId: LaunchTemplateId | None
+    LaunchTemplateName: LaunchTemplateName | None
+    SourceVersion: String | None
+    VersionDescription: VersionDescription | None
     LaunchTemplateData: RequestLaunchTemplateData
-    ResolveAlias: Optional[Boolean]
+    ResolveAlias: Boolean | None
 
 
 class LaunchTemplateNetworkPerformanceOptions(TypedDict, total=False):
-    BandwidthWeighting: Optional[InstanceBandwidthWeighting]
+    BandwidthWeighting: InstanceBandwidthWeighting | None
 
 
 class LaunchTemplateInstanceMaintenanceOptions(TypedDict, total=False):
-    AutoRecovery: Optional[LaunchTemplateAutoRecoveryState]
+    AutoRecovery: LaunchTemplateAutoRecoveryState | None
 
 
 class LaunchTemplatePrivateDnsNameOptions(TypedDict, total=False):
-    HostnameType: Optional[HostnameType]
-    EnableResourceNameDnsARecord: Optional[Boolean]
-    EnableResourceNameDnsAAAARecord: Optional[Boolean]
+    HostnameType: HostnameType | None
+    EnableResourceNameDnsARecord: Boolean | None
+    EnableResourceNameDnsAAAARecord: Boolean | None
 
 
 class LaunchTemplateEnclaveOptions(TypedDict, total=False):
-    Enabled: Optional[Boolean]
+    Enabled: Boolean | None
 
 
 class LaunchTemplateInstanceMetadataOptions(TypedDict, total=False):
-    State: Optional[LaunchTemplateInstanceMetadataOptionsState]
-    HttpTokens: Optional[LaunchTemplateHttpTokensState]
-    HttpPutResponseHopLimit: Optional[Integer]
-    HttpEndpoint: Optional[LaunchTemplateInstanceMetadataEndpointState]
-    HttpProtocolIpv6: Optional[LaunchTemplateInstanceMetadataProtocolIpv6]
-    InstanceMetadataTags: Optional[LaunchTemplateInstanceMetadataTagsState]
+    State: LaunchTemplateInstanceMetadataOptionsState | None
+    HttpTokens: LaunchTemplateHttpTokensState | None
+    HttpPutResponseHopLimit: Integer | None
+    HttpEndpoint: LaunchTemplateInstanceMetadataEndpointState | None
+    HttpProtocolIpv6: LaunchTemplateInstanceMetadataProtocolIpv6 | None
+    InstanceMetadataTags: LaunchTemplateInstanceMetadataTagsState | None
 
 
 class LaunchTemplateHibernationOptions(TypedDict, total=False):
-    Configured: Optional[Boolean]
+    Configured: Boolean | None
 
 
 class LaunchTemplateLicenseConfiguration(TypedDict, total=False):
-    LicenseConfigurationArn: Optional[String]
+    LicenseConfigurationArn: String | None
 
 
-LaunchTemplateLicenseList = List[LaunchTemplateLicenseConfiguration]
+LaunchTemplateLicenseList = list[LaunchTemplateLicenseConfiguration]
 
 
 class LaunchTemplateCapacityReservationSpecificationResponse(TypedDict, total=False):
-    CapacityReservationPreference: Optional[CapacityReservationPreference]
-    CapacityReservationTarget: Optional[CapacityReservationTargetResponse]
+    CapacityReservationPreference: CapacityReservationPreference | None
+    CapacityReservationTarget: CapacityReservationTargetResponse | None
 
 
 class LaunchTemplateCpuOptions(TypedDict, total=False):
-    CoreCount: Optional[Integer]
-    ThreadsPerCore: Optional[Integer]
-    AmdSevSnp: Optional[AmdSevSnpSpecification]
+    CoreCount: Integer | None
+    ThreadsPerCore: Integer | None
+    AmdSevSnp: AmdSevSnpSpecification | None
 
 
 class CreditSpecification(TypedDict, total=False):
-    CpuCredits: Optional[String]
+    CpuCredits: String | None
 
 
 class LaunchTemplateSpotMarketOptions(TypedDict, total=False):
-    MaxPrice: Optional[String]
-    SpotInstanceType: Optional[SpotInstanceType]
-    BlockDurationMinutes: Optional[Integer]
-    ValidUntil: Optional[DateTime]
-    InstanceInterruptionBehavior: Optional[InstanceInterruptionBehavior]
+    MaxPrice: String | None
+    SpotInstanceType: SpotInstanceType | None
+    BlockDurationMinutes: Integer | None
+    ValidUntil: DateTime | None
+    InstanceInterruptionBehavior: InstanceInterruptionBehavior | None
 
 
 class LaunchTemplateInstanceMarketOptions(TypedDict, total=False):
-    MarketType: Optional[MarketType]
-    SpotOptions: Optional[LaunchTemplateSpotMarketOptions]
+    MarketType: MarketType | None
+    SpotOptions: LaunchTemplateSpotMarketOptions | None
 
 
 class LaunchTemplateElasticInferenceAcceleratorResponse(TypedDict, total=False):
-    Type: Optional[String]
-    Count: Optional[Integer]
+    Type: String | None
+    Count: Integer | None
 
 
-LaunchTemplateElasticInferenceAcceleratorResponseList = List[
+LaunchTemplateElasticInferenceAcceleratorResponseList = list[
     LaunchTemplateElasticInferenceAcceleratorResponse
 ]
 
 
 class ElasticGpuSpecificationResponse(TypedDict, total=False):
-    Type: Optional[String]
+    Type: String | None
 
 
-ElasticGpuSpecificationResponseList = List[ElasticGpuSpecificationResponse]
+ElasticGpuSpecificationResponseList = list[ElasticGpuSpecificationResponse]
 
 
 class LaunchTemplateTagSpecification(TypedDict, total=False):
-    ResourceType: Optional[ResourceType]
-    Tags: Optional[TagList]
+    ResourceType: ResourceType | None
+    Tags: TagList | None
 
 
-LaunchTemplateTagSpecificationList = List[LaunchTemplateTagSpecification]
+LaunchTemplateTagSpecificationList = list[LaunchTemplateTagSpecification]
 
 
 class LaunchTemplatePlacement(TypedDict, total=False):
-    AvailabilityZone: Optional[String]
-    AvailabilityZoneId: Optional[AvailabilityZoneId]
-    Affinity: Optional[String]
-    GroupName: Optional[String]
-    HostId: Optional[String]
-    Tenancy: Optional[Tenancy]
-    SpreadDomain: Optional[String]
-    HostResourceGroupArn: Optional[String]
-    PartitionNumber: Optional[Integer]
-    GroupId: Optional[PlacementGroupId]
+    AvailabilityZone: String | None
+    AvailabilityZoneId: AvailabilityZoneId | None
+    Affinity: String | None
+    GroupName: String | None
+    HostId: String | None
+    Tenancy: Tenancy | None
+    SpreadDomain: String | None
+    HostResourceGroupArn: String | None
+    PartitionNumber: Integer | None
+    GroupId: PlacementGroupId | None
 
 
 class LaunchTemplatesMonitoring(TypedDict, total=False):
-    Enabled: Optional[Boolean]
+    Enabled: Boolean | None
 
 
 class LaunchTemplateEnaSrdUdpSpecification(TypedDict, total=False):
-    EnaSrdUdpEnabled: Optional[Boolean]
+    EnaSrdUdpEnabled: Boolean | None
 
 
 class LaunchTemplateEnaSrdSpecification(TypedDict, total=False):
-    EnaSrdEnabled: Optional[Boolean]
-    EnaSrdUdpSpecification: Optional[LaunchTemplateEnaSrdUdpSpecification]
+    EnaSrdEnabled: Boolean | None
+    EnaSrdUdpSpecification: LaunchTemplateEnaSrdUdpSpecification | None
 
 
 class Ipv6PrefixSpecificationResponse(TypedDict, total=False):
-    Ipv6Prefix: Optional[String]
+    Ipv6Prefix: String | None
 
 
-Ipv6PrefixListResponse = List[Ipv6PrefixSpecificationResponse]
+Ipv6PrefixListResponse = list[Ipv6PrefixSpecificationResponse]
 
 
 class Ipv4PrefixSpecificationResponse(TypedDict, total=False):
-    Ipv4Prefix: Optional[String]
+    Ipv4Prefix: String | None
 
 
-Ipv4PrefixListResponse = List[Ipv4PrefixSpecificationResponse]
+Ipv4PrefixListResponse = list[Ipv4PrefixSpecificationResponse]
 
 
 class InstanceIpv6Address(TypedDict, total=False):
-    Ipv6Address: Optional[String]
-    IsPrimaryIpv6: Optional[Boolean]
+    Ipv6Address: String | None
+    IsPrimaryIpv6: Boolean | None
 
 
-InstanceIpv6AddressList = List[InstanceIpv6Address]
+InstanceIpv6AddressList = list[InstanceIpv6Address]
 
 
 class LaunchTemplateInstanceNetworkInterfaceSpecification(TypedDict, total=False):
-    AssociateCarrierIpAddress: Optional[Boolean]
-    AssociatePublicIpAddress: Optional[Boolean]
-    DeleteOnTermination: Optional[Boolean]
-    Description: Optional[String]
-    DeviceIndex: Optional[Integer]
-    Groups: Optional[GroupIdStringList]
-    InterfaceType: Optional[String]
-    Ipv6AddressCount: Optional[Integer]
-    Ipv6Addresses: Optional[InstanceIpv6AddressList]
-    NetworkInterfaceId: Optional[NetworkInterfaceId]
-    PrivateIpAddress: Optional[String]
-    PrivateIpAddresses: Optional[PrivateIpAddressSpecificationList]
-    SecondaryPrivateIpAddressCount: Optional[Integer]
-    SubnetId: Optional[SubnetId]
-    NetworkCardIndex: Optional[Integer]
-    Ipv4Prefixes: Optional[Ipv4PrefixListResponse]
-    Ipv4PrefixCount: Optional[Integer]
-    Ipv6Prefixes: Optional[Ipv6PrefixListResponse]
-    Ipv6PrefixCount: Optional[Integer]
-    PrimaryIpv6: Optional[Boolean]
-    EnaSrdSpecification: Optional[LaunchTemplateEnaSrdSpecification]
-    ConnectionTrackingSpecification: Optional[ConnectionTrackingSpecification]
-    EnaQueueCount: Optional[Integer]
-
-
-LaunchTemplateInstanceNetworkInterfaceSpecificationList = List[
+    AssociateCarrierIpAddress: Boolean | None
+    AssociatePublicIpAddress: Boolean | None
+    DeleteOnTermination: Boolean | None
+    Description: String | None
+    DeviceIndex: Integer | None
+    Groups: GroupIdStringList | None
+    InterfaceType: String | None
+    Ipv6AddressCount: Integer | None
+    Ipv6Addresses: InstanceIpv6AddressList | None
+    NetworkInterfaceId: NetworkInterfaceId | None
+    PrivateIpAddress: String | None
+    PrivateIpAddresses: PrivateIpAddressSpecificationList | None
+    SecondaryPrivateIpAddressCount: Integer | None
+    SubnetId: SubnetId | None
+    NetworkCardIndex: Integer | None
+    Ipv4Prefixes: Ipv4PrefixListResponse | None
+    Ipv4PrefixCount: Integer | None
+    Ipv6Prefixes: Ipv6PrefixListResponse | None
+    Ipv6PrefixCount: Integer | None
+    PrimaryIpv6: Boolean | None
+    EnaSrdSpecification: LaunchTemplateEnaSrdSpecification | None
+    ConnectionTrackingSpecification: ConnectionTrackingSpecification | None
+    EnaQueueCount: Integer | None
+
+
+LaunchTemplateInstanceNetworkInterfaceSpecificationList = list[
     LaunchTemplateInstanceNetworkInterfaceSpecification
 ]
 
 
 class LaunchTemplateEbsBlockDevice(TypedDict, total=False):
-    Encrypted: Optional[Boolean]
-    DeleteOnTermination: Optional[Boolean]
-    Iops: Optional[Integer]
-    KmsKeyId: Optional[KmsKeyId]
-    SnapshotId: Optional[SnapshotId]
-    VolumeSize: Optional[Integer]
-    VolumeType: Optional[VolumeType]
-    Throughput: Optional[Integer]
-    VolumeInitializationRate: Optional[Integer]
+    Encrypted: Boolean | None
+    DeleteOnTermination: Boolean | None
+    Iops: Integer | None
+    KmsKeyId: KmsKeyId | None
+    SnapshotId: SnapshotId | None
+    VolumeSize: Integer | None
+    VolumeType: VolumeType | None
+    Throughput: Integer | None
+    VolumeInitializationRate: Integer | None
 
 
 class LaunchTemplateBlockDeviceMapping(TypedDict, total=False):
-    DeviceName: Optional[String]
-    VirtualName: Optional[String]
-    Ebs: Optional[LaunchTemplateEbsBlockDevice]
-    NoDevice: Optional[String]
+    DeviceName: String | None
+    VirtualName: String | None
+    Ebs: LaunchTemplateEbsBlockDevice | None
+    NoDevice: String | None
 
 
-LaunchTemplateBlockDeviceMappingList = List[LaunchTemplateBlockDeviceMapping]
+LaunchTemplateBlockDeviceMappingList = list[LaunchTemplateBlockDeviceMapping]
 
 
 class LaunchTemplateIamInstanceProfileSpecification(TypedDict, total=False):
-    Arn: Optional[String]
-    Name: Optional[String]
+    Arn: String | None
+    Name: String | None
 
 
 class ResponseLaunchTemplateData(TypedDict, total=False):
-    KernelId: Optional[String]
-    EbsOptimized: Optional[Boolean]
-    IamInstanceProfile: Optional[LaunchTemplateIamInstanceProfileSpecification]
-    BlockDeviceMappings: Optional[LaunchTemplateBlockDeviceMappingList]
-    NetworkInterfaces: Optional[LaunchTemplateInstanceNetworkInterfaceSpecificationList]
-    ImageId: Optional[String]
-    InstanceType: Optional[InstanceType]
-    KeyName: Optional[String]
-    Monitoring: Optional[LaunchTemplatesMonitoring]
-    Placement: Optional[LaunchTemplatePlacement]
-    RamDiskId: Optional[String]
-    DisableApiTermination: Optional[Boolean]
-    InstanceInitiatedShutdownBehavior: Optional[ShutdownBehavior]
-    UserData: Optional[SensitiveUserData]
-    TagSpecifications: Optional[LaunchTemplateTagSpecificationList]
-    ElasticGpuSpecifications: Optional[ElasticGpuSpecificationResponseList]
-    ElasticInferenceAccelerators: Optional[LaunchTemplateElasticInferenceAcceleratorResponseList]
-    SecurityGroupIds: Optional[ValueStringList]
-    SecurityGroups: Optional[ValueStringList]
-    InstanceMarketOptions: Optional[LaunchTemplateInstanceMarketOptions]
-    CreditSpecification: Optional[CreditSpecification]
-    CpuOptions: Optional[LaunchTemplateCpuOptions]
-    CapacityReservationSpecification: Optional[
-        LaunchTemplateCapacityReservationSpecificationResponse
-    ]
-    LicenseSpecifications: Optional[LaunchTemplateLicenseList]
-    HibernationOptions: Optional[LaunchTemplateHibernationOptions]
-    MetadataOptions: Optional[LaunchTemplateInstanceMetadataOptions]
-    EnclaveOptions: Optional[LaunchTemplateEnclaveOptions]
-    InstanceRequirements: Optional[InstanceRequirements]
-    PrivateDnsNameOptions: Optional[LaunchTemplatePrivateDnsNameOptions]
-    MaintenanceOptions: Optional[LaunchTemplateInstanceMaintenanceOptions]
-    DisableApiStop: Optional[Boolean]
-    Operator: Optional[OperatorResponse]
-    NetworkPerformanceOptions: Optional[LaunchTemplateNetworkPerformanceOptions]
+    KernelId: String | None
+    EbsOptimized: Boolean | None
+    IamInstanceProfile: LaunchTemplateIamInstanceProfileSpecification | None
+    BlockDeviceMappings: LaunchTemplateBlockDeviceMappingList | None
+    NetworkInterfaces: LaunchTemplateInstanceNetworkInterfaceSpecificationList | None
+    ImageId: String | None
+    InstanceType: InstanceType | None
+    KeyName: String | None
+    Monitoring: LaunchTemplatesMonitoring | None
+    Placement: LaunchTemplatePlacement | None
+    RamDiskId: String | None
+    DisableApiTermination: Boolean | None
+    InstanceInitiatedShutdownBehavior: ShutdownBehavior | None
+    UserData: SensitiveUserData | None
+    TagSpecifications: LaunchTemplateTagSpecificationList | None
+    ElasticGpuSpecifications: ElasticGpuSpecificationResponseList | None
+    ElasticInferenceAccelerators: LaunchTemplateElasticInferenceAcceleratorResponseList | None
+    SecurityGroupIds: ValueStringList | None
+    SecurityGroups: ValueStringList | None
+    InstanceMarketOptions: LaunchTemplateInstanceMarketOptions | None
+    CreditSpecification: CreditSpecification | None
+    CpuOptions: LaunchTemplateCpuOptions | None
+    CapacityReservationSpecification: LaunchTemplateCapacityReservationSpecificationResponse | None
+    LicenseSpecifications: LaunchTemplateLicenseList | None
+    HibernationOptions: LaunchTemplateHibernationOptions | None
+    MetadataOptions: LaunchTemplateInstanceMetadataOptions | None
+    EnclaveOptions: LaunchTemplateEnclaveOptions | None
+    InstanceRequirements: InstanceRequirements | None
+    PrivateDnsNameOptions: LaunchTemplatePrivateDnsNameOptions | None
+    MaintenanceOptions: LaunchTemplateInstanceMaintenanceOptions | None
+    DisableApiStop: Boolean | None
+    Operator: OperatorResponse | None
+    NetworkPerformanceOptions: LaunchTemplateNetworkPerformanceOptions | None
 
 
 class LaunchTemplateVersion(TypedDict, total=False):
-    LaunchTemplateId: Optional[String]
-    LaunchTemplateName: Optional[LaunchTemplateName]
-    VersionNumber: Optional[Long]
-    VersionDescription: Optional[VersionDescription]
-    CreateTime: Optional[DateTime]
-    CreatedBy: Optional[String]
-    DefaultVersion: Optional[Boolean]
-    LaunchTemplateData: Optional[ResponseLaunchTemplateData]
-    Operator: Optional[OperatorResponse]
+    LaunchTemplateId: String | None
+    LaunchTemplateName: LaunchTemplateName | None
+    VersionNumber: Long | None
+    VersionDescription: VersionDescription | None
+    CreateTime: DateTime | None
+    CreatedBy: String | None
+    DefaultVersion: Boolean | None
+    LaunchTemplateData: ResponseLaunchTemplateData | None
+    Operator: OperatorResponse | None
 
 
 class CreateLaunchTemplateVersionResult(TypedDict, total=False):
-    LaunchTemplateVersion: Optional[LaunchTemplateVersion]
-    Warning: Optional[ValidationWarning]
+    LaunchTemplateVersion: LaunchTemplateVersion | None
+    Warning: ValidationWarning | None
 
 
 class CreateLocalGatewayRouteRequest(ServiceRequest):
-    DestinationCidrBlock: Optional[String]
+    DestinationCidrBlock: String | None
     LocalGatewayRouteTableId: LocalGatewayRoutetableId
-    LocalGatewayVirtualInterfaceGroupId: Optional[LocalGatewayVirtualInterfaceGroupId]
-    DryRun: Optional[Boolean]
-    NetworkInterfaceId: Optional[NetworkInterfaceId]
-    DestinationPrefixListId: Optional[PrefixListResourceId]
+    LocalGatewayVirtualInterfaceGroupId: LocalGatewayVirtualInterfaceGroupId | None
+    DryRun: Boolean | None
+    NetworkInterfaceId: NetworkInterfaceId | None
+    DestinationPrefixListId: PrefixListResourceId | None
 
 
 class LocalGatewayRoute(TypedDict, total=False):
-    DestinationCidrBlock: Optional[String]
-    LocalGatewayVirtualInterfaceGroupId: Optional[LocalGatewayVirtualInterfaceGroupId]
-    Type: Optional[LocalGatewayRouteType]
-    State: Optional[LocalGatewayRouteState]
-    LocalGatewayRouteTableId: Optional[LocalGatewayRoutetableId]
-    LocalGatewayRouteTableArn: Optional[ResourceArn]
-    OwnerId: Optional[String]
-    SubnetId: Optional[SubnetId]
-    CoipPoolId: Optional[CoipPoolId]
-    NetworkInterfaceId: Optional[NetworkInterfaceId]
-    DestinationPrefixListId: Optional[PrefixListResourceId]
+    DestinationCidrBlock: String | None
+    LocalGatewayVirtualInterfaceGroupId: LocalGatewayVirtualInterfaceGroupId | None
+    Type: LocalGatewayRouteType | None
+    State: LocalGatewayRouteState | None
+    LocalGatewayRouteTableId: LocalGatewayRoutetableId | None
+    LocalGatewayRouteTableArn: ResourceArn | None
+    OwnerId: String | None
+    SubnetId: SubnetId | None
+    CoipPoolId: CoipPoolId | None
+    NetworkInterfaceId: NetworkInterfaceId | None
+    DestinationPrefixListId: PrefixListResourceId | None
 
 
 class CreateLocalGatewayRouteResult(TypedDict, total=False):
-    Route: Optional[LocalGatewayRoute]
+    Route: LocalGatewayRoute | None
 
 
 class CreateLocalGatewayRouteTableRequest(ServiceRequest):
     LocalGatewayId: LocalGatewayId
-    Mode: Optional[LocalGatewayRouteTableMode]
-    TagSpecifications: Optional[TagSpecificationList]
-    DryRun: Optional[Boolean]
+    Mode: LocalGatewayRouteTableMode | None
+    TagSpecifications: TagSpecificationList | None
+    DryRun: Boolean | None
 
 
 class StateReason(TypedDict, total=False):
-    Code: Optional[String]
-    Message: Optional[String]
+    Code: String | None
+    Message: String | None
 
 
 class LocalGatewayRouteTable(TypedDict, total=False):
-    LocalGatewayRouteTableId: Optional[String]
-    LocalGatewayRouteTableArn: Optional[ResourceArn]
-    LocalGatewayId: Optional[LocalGatewayId]
-    OutpostArn: Optional[String]
-    OwnerId: Optional[String]
-    State: Optional[String]
-    Tags: Optional[TagList]
-    Mode: Optional[LocalGatewayRouteTableMode]
-    StateReason: Optional[StateReason]
+    LocalGatewayRouteTableId: String | None
+    LocalGatewayRouteTableArn: ResourceArn | None
+    LocalGatewayId: LocalGatewayId | None
+    OutpostArn: String | None
+    OwnerId: String | None
+    State: String | None
+    Tags: TagList | None
+    Mode: LocalGatewayRouteTableMode | None
+    StateReason: StateReason | None
 
 
 class CreateLocalGatewayRouteTableResult(TypedDict, total=False):
-    LocalGatewayRouteTable: Optional[LocalGatewayRouteTable]
+    LocalGatewayRouteTable: LocalGatewayRouteTable | None
 
 
 class CreateLocalGatewayRouteTableVirtualInterfaceGroupAssociationRequest(ServiceRequest):
     LocalGatewayRouteTableId: LocalGatewayRoutetableId
     LocalGatewayVirtualInterfaceGroupId: LocalGatewayVirtualInterfaceGroupId
-    TagSpecifications: Optional[TagSpecificationList]
-    DryRun: Optional[Boolean]
+    TagSpecifications: TagSpecificationList | None
+    DryRun: Boolean | None
 
 
 class LocalGatewayRouteTableVirtualInterfaceGroupAssociation(TypedDict, total=False):
-    LocalGatewayRouteTableVirtualInterfaceGroupAssociationId: Optional[
-        LocalGatewayRouteTableVirtualInterfaceGroupAssociationId
-    ]
-    LocalGatewayVirtualInterfaceGroupId: Optional[LocalGatewayVirtualInterfaceGroupId]
-    LocalGatewayId: Optional[String]
-    LocalGatewayRouteTableId: Optional[LocalGatewayId]
-    LocalGatewayRouteTableArn: Optional[ResourceArn]
-    OwnerId: Optional[String]
-    State: Optional[String]
-    Tags: Optional[TagList]
+    LocalGatewayRouteTableVirtualInterfaceGroupAssociationId: (
+        LocalGatewayRouteTableVirtualInterfaceGroupAssociationId | None
+    )
+    LocalGatewayVirtualInterfaceGroupId: LocalGatewayVirtualInterfaceGroupId | None
+    LocalGatewayId: String | None
+    LocalGatewayRouteTableId: LocalGatewayId | None
+    LocalGatewayRouteTableArn: ResourceArn | None
+    OwnerId: String | None
+    State: String | None
+    Tags: TagList | None
 
 
 class CreateLocalGatewayRouteTableVirtualInterfaceGroupAssociationResult(TypedDict, total=False):
-    LocalGatewayRouteTableVirtualInterfaceGroupAssociation: Optional[
-        LocalGatewayRouteTableVirtualInterfaceGroupAssociation
-    ]
+    LocalGatewayRouteTableVirtualInterfaceGroupAssociation: (
+        LocalGatewayRouteTableVirtualInterfaceGroupAssociation | None
+    )
 
 
 class CreateLocalGatewayRouteTableVpcAssociationRequest(ServiceRequest):
     LocalGatewayRouteTableId: LocalGatewayRoutetableId
     VpcId: VpcId
-    TagSpecifications: Optional[TagSpecificationList]
-    DryRun: Optional[Boolean]
+    TagSpecifications: TagSpecificationList | None
+    DryRun: Boolean | None
 
 
 class LocalGatewayRouteTableVpcAssociation(TypedDict, total=False):
-    LocalGatewayRouteTableVpcAssociationId: Optional[LocalGatewayRouteTableVpcAssociationId]
-    LocalGatewayRouteTableId: Optional[String]
-    LocalGatewayRouteTableArn: Optional[ResourceArn]
-    LocalGatewayId: Optional[String]
-    VpcId: Optional[String]
-    OwnerId: Optional[String]
-    State: Optional[String]
-    Tags: Optional[TagList]
+    LocalGatewayRouteTableVpcAssociationId: LocalGatewayRouteTableVpcAssociationId | None
+    LocalGatewayRouteTableId: String | None
+    LocalGatewayRouteTableArn: ResourceArn | None
+    LocalGatewayId: String | None
+    VpcId: String | None
+    OwnerId: String | None
+    State: String | None
+    Tags: TagList | None
 
 
 class CreateLocalGatewayRouteTableVpcAssociationResult(TypedDict, total=False):
-    LocalGatewayRouteTableVpcAssociation: Optional[LocalGatewayRouteTableVpcAssociation]
+    LocalGatewayRouteTableVpcAssociation: LocalGatewayRouteTableVpcAssociation | None
 
 
 class CreateLocalGatewayVirtualInterfaceGroupRequest(ServiceRequest):
     LocalGatewayId: LocalGatewayId
-    LocalBgpAsn: Optional[Integer]
-    LocalBgpAsnExtended: Optional[Long]
-    TagSpecifications: Optional[TagSpecificationList]
-    DryRun: Optional[Boolean]
+    LocalBgpAsn: Integer | None
+    LocalBgpAsnExtended: Long | None
+    TagSpecifications: TagSpecificationList | None
+    DryRun: Boolean | None
 
 
-LocalGatewayVirtualInterfaceIdSet = List[LocalGatewayVirtualInterfaceId]
+LocalGatewayVirtualInterfaceIdSet = list[LocalGatewayVirtualInterfaceId]
 
 
 class LocalGatewayVirtualInterfaceGroup(TypedDict, total=False):
-    LocalGatewayVirtualInterfaceGroupId: Optional[LocalGatewayVirtualInterfaceGroupId]
-    LocalGatewayVirtualInterfaceIds: Optional[LocalGatewayVirtualInterfaceIdSet]
-    LocalGatewayId: Optional[String]
-    OwnerId: Optional[String]
-    LocalBgpAsn: Optional[Integer]
-    LocalBgpAsnExtended: Optional[Long]
-    LocalGatewayVirtualInterfaceGroupArn: Optional[ResourceArn]
-    Tags: Optional[TagList]
-    ConfigurationState: Optional[LocalGatewayVirtualInterfaceGroupConfigurationState]
+    LocalGatewayVirtualInterfaceGroupId: LocalGatewayVirtualInterfaceGroupId | None
+    LocalGatewayVirtualInterfaceIds: LocalGatewayVirtualInterfaceIdSet | None
+    LocalGatewayId: String | None
+    OwnerId: String | None
+    LocalBgpAsn: Integer | None
+    LocalBgpAsnExtended: Long | None
+    LocalGatewayVirtualInterfaceGroupArn: ResourceArn | None
+    Tags: TagList | None
+    ConfigurationState: LocalGatewayVirtualInterfaceGroupConfigurationState | None
 
 
 class CreateLocalGatewayVirtualInterfaceGroupResult(TypedDict, total=False):
-    LocalGatewayVirtualInterfaceGroup: Optional[LocalGatewayVirtualInterfaceGroup]
+    LocalGatewayVirtualInterfaceGroup: LocalGatewayVirtualInterfaceGroup | None
 
 
 class CreateLocalGatewayVirtualInterfaceRequest(ServiceRequest):
@@ -9108,490 +9134,490 @@ class CreateLocalGatewayVirtualInterfaceRequest(ServiceRequest):
     Vlan: Integer
     LocalAddress: String
     PeerAddress: String
-    PeerBgpAsn: Optional[Integer]
-    TagSpecifications: Optional[TagSpecificationList]
-    DryRun: Optional[Boolean]
-    PeerBgpAsnExtended: Optional[Long]
+    PeerBgpAsn: Integer | None
+    TagSpecifications: TagSpecificationList | None
+    DryRun: Boolean | None
+    PeerBgpAsnExtended: Long | None
 
 
 class LocalGatewayVirtualInterface(TypedDict, total=False):
-    LocalGatewayVirtualInterfaceId: Optional[LocalGatewayVirtualInterfaceId]
-    LocalGatewayId: Optional[String]
-    LocalGatewayVirtualInterfaceGroupId: Optional[LocalGatewayVirtualInterfaceGroupId]
-    LocalGatewayVirtualInterfaceArn: Optional[ResourceArn]
-    OutpostLagId: Optional[String]
-    Vlan: Optional[Integer]
-    LocalAddress: Optional[String]
-    PeerAddress: Optional[String]
-    LocalBgpAsn: Optional[Integer]
-    PeerBgpAsn: Optional[Integer]
-    PeerBgpAsnExtended: Optional[Long]
-    OwnerId: Optional[String]
-    Tags: Optional[TagList]
-    ConfigurationState: Optional[LocalGatewayVirtualInterfaceConfigurationState]
+    LocalGatewayVirtualInterfaceId: LocalGatewayVirtualInterfaceId | None
+    LocalGatewayId: String | None
+    LocalGatewayVirtualInterfaceGroupId: LocalGatewayVirtualInterfaceGroupId | None
+    LocalGatewayVirtualInterfaceArn: ResourceArn | None
+    OutpostLagId: String | None
+    Vlan: Integer | None
+    LocalAddress: String | None
+    PeerAddress: String | None
+    LocalBgpAsn: Integer | None
+    PeerBgpAsn: Integer | None
+    PeerBgpAsnExtended: Long | None
+    OwnerId: String | None
+    Tags: TagList | None
+    ConfigurationState: LocalGatewayVirtualInterfaceConfigurationState | None
 
 
 class CreateLocalGatewayVirtualInterfaceResult(TypedDict, total=False):
-    LocalGatewayVirtualInterface: Optional[LocalGatewayVirtualInterface]
+    LocalGatewayVirtualInterface: LocalGatewayVirtualInterface | None
 
 
 class MacSystemIntegrityProtectionConfigurationRequest(TypedDict, total=False):
-    AppleInternal: Optional[MacSystemIntegrityProtectionSettingStatus]
-    BaseSystem: Optional[MacSystemIntegrityProtectionSettingStatus]
-    DebuggingRestrictions: Optional[MacSystemIntegrityProtectionSettingStatus]
-    DTraceRestrictions: Optional[MacSystemIntegrityProtectionSettingStatus]
-    FilesystemProtections: Optional[MacSystemIntegrityProtectionSettingStatus]
-    KextSigning: Optional[MacSystemIntegrityProtectionSettingStatus]
-    NvramProtections: Optional[MacSystemIntegrityProtectionSettingStatus]
+    AppleInternal: MacSystemIntegrityProtectionSettingStatus | None
+    BaseSystem: MacSystemIntegrityProtectionSettingStatus | None
+    DebuggingRestrictions: MacSystemIntegrityProtectionSettingStatus | None
+    DTraceRestrictions: MacSystemIntegrityProtectionSettingStatus | None
+    FilesystemProtections: MacSystemIntegrityProtectionSettingStatus | None
+    KextSigning: MacSystemIntegrityProtectionSettingStatus | None
+    NvramProtections: MacSystemIntegrityProtectionSettingStatus | None
 
 
 class CreateMacSystemIntegrityProtectionModificationTaskRequest(ServiceRequest):
-    ClientToken: Optional[String]
-    DryRun: Optional[Boolean]
+    ClientToken: String | None
+    DryRun: Boolean | None
     InstanceId: InstanceId
-    MacCredentials: Optional[SensitiveMacCredentials]
-    MacSystemIntegrityProtectionConfiguration: Optional[
-        MacSystemIntegrityProtectionConfigurationRequest
-    ]
+    MacCredentials: SensitiveMacCredentials | None
+    MacSystemIntegrityProtectionConfiguration: (
+        MacSystemIntegrityProtectionConfigurationRequest | None
+    )
     MacSystemIntegrityProtectionStatus: MacSystemIntegrityProtectionSettingStatus
-    TagSpecifications: Optional[TagSpecificationList]
+    TagSpecifications: TagSpecificationList | None
 
 
 class CreateMacSystemIntegrityProtectionModificationTaskResult(TypedDict, total=False):
-    MacModificationTask: Optional[MacModificationTask]
+    MacModificationTask: MacModificationTask | None
 
 
 class CreateManagedPrefixListRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     PrefixListName: String
-    Entries: Optional[AddPrefixListEntries]
+    Entries: AddPrefixListEntries | None
     MaxEntries: Integer
-    TagSpecifications: Optional[TagSpecificationList]
+    TagSpecifications: TagSpecificationList | None
     AddressFamily: String
-    ClientToken: Optional[String]
+    ClientToken: String | None
 
 
 class ManagedPrefixList(TypedDict, total=False):
-    PrefixListId: Optional[PrefixListResourceId]
-    AddressFamily: Optional[String]
-    State: Optional[PrefixListState]
-    StateMessage: Optional[String]
-    PrefixListArn: Optional[ResourceArn]
-    PrefixListName: Optional[String]
-    MaxEntries: Optional[Integer]
-    Version: Optional[Long]
-    Tags: Optional[TagList]
-    OwnerId: Optional[String]
-    IpamPrefixListResolverTargetId: Optional[String]
-    IpamPrefixListResolverSyncEnabled: Optional[Boolean]
+    PrefixListId: PrefixListResourceId | None
+    AddressFamily: String | None
+    State: PrefixListState | None
+    StateMessage: String | None
+    PrefixListArn: ResourceArn | None
+    PrefixListName: String | None
+    MaxEntries: Integer | None
+    Version: Long | None
+    Tags: TagList | None
+    OwnerId: String | None
+    IpamPrefixListResolverTargetId: String | None
+    IpamPrefixListResolverSyncEnabled: Boolean | None
 
 
 class CreateManagedPrefixListResult(TypedDict, total=False):
-    PrefixList: Optional[ManagedPrefixList]
+    PrefixList: ManagedPrefixList | None
 
 
 class CreateNatGatewayRequest(ServiceRequest):
-    AllocationId: Optional[AllocationId]
-    ClientToken: Optional[String]
-    DryRun: Optional[Boolean]
+    AllocationId: AllocationId | None
+    ClientToken: String | None
+    DryRun: Boolean | None
     SubnetId: SubnetId
-    TagSpecifications: Optional[TagSpecificationList]
-    ConnectivityType: Optional[ConnectivityType]
-    PrivateIpAddress: Optional[String]
-    SecondaryAllocationIds: Optional[AllocationIdList]
-    SecondaryPrivateIpAddresses: Optional[IpList]
-    SecondaryPrivateIpAddressCount: Optional[PrivateIpAddressCount]
+    TagSpecifications: TagSpecificationList | None
+    ConnectivityType: ConnectivityType | None
+    PrivateIpAddress: String | None
+    SecondaryAllocationIds: AllocationIdList | None
+    SecondaryPrivateIpAddresses: IpList | None
+    SecondaryPrivateIpAddressCount: PrivateIpAddressCount | None
 
 
 class ProvisionedBandwidth(TypedDict, total=False):
-    ProvisionTime: Optional[DateTime]
-    Provisioned: Optional[String]
-    RequestTime: Optional[DateTime]
-    Requested: Optional[String]
-    Status: Optional[String]
+    ProvisionTime: DateTime | None
+    Provisioned: String | None
+    RequestTime: DateTime | None
+    Requested: String | None
+    Status: String | None
 
 
 class NatGateway(TypedDict, total=False):
-    CreateTime: Optional[DateTime]
-    DeleteTime: Optional[DateTime]
-    FailureCode: Optional[String]
-    FailureMessage: Optional[String]
-    NatGatewayAddresses: Optional[NatGatewayAddressList]
-    NatGatewayId: Optional[String]
-    ProvisionedBandwidth: Optional[ProvisionedBandwidth]
-    State: Optional[NatGatewayState]
-    SubnetId: Optional[String]
-    VpcId: Optional[String]
-    Tags: Optional[TagList]
-    ConnectivityType: Optional[ConnectivityType]
+    CreateTime: DateTime | None
+    DeleteTime: DateTime | None
+    FailureCode: String | None
+    FailureMessage: String | None
+    NatGatewayAddresses: NatGatewayAddressList | None
+    NatGatewayId: String | None
+    ProvisionedBandwidth: ProvisionedBandwidth | None
+    State: NatGatewayState | None
+    SubnetId: String | None
+    VpcId: String | None
+    Tags: TagList | None
+    ConnectivityType: ConnectivityType | None
 
 
 class CreateNatGatewayResult(TypedDict, total=False):
-    ClientToken: Optional[String]
-    NatGateway: Optional[NatGateway]
+    ClientToken: String | None
+    NatGateway: NatGateway | None
 
 
 class IcmpTypeCode(TypedDict, total=False):
-    Code: Optional[Integer]
-    Type: Optional[Integer]
+    Code: Integer | None
+    Type: Integer | None
 
 
 class CreateNetworkAclEntryRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     NetworkAclId: NetworkAclId
     RuleNumber: Integer
     Protocol: String
     RuleAction: RuleAction
     Egress: Boolean
-    CidrBlock: Optional[String]
-    Ipv6CidrBlock: Optional[String]
-    IcmpTypeCode: Optional[IcmpTypeCode]
-    PortRange: Optional[PortRange]
+    CidrBlock: String | None
+    Ipv6CidrBlock: String | None
+    IcmpTypeCode: IcmpTypeCode | None
+    PortRange: PortRange | None
 
 
 class CreateNetworkAclRequest(ServiceRequest):
-    TagSpecifications: Optional[TagSpecificationList]
-    ClientToken: Optional[String]
-    DryRun: Optional[Boolean]
+    TagSpecifications: TagSpecificationList | None
+    ClientToken: String | None
+    DryRun: Boolean | None
     VpcId: VpcId
 
 
 class NetworkAclEntry(TypedDict, total=False):
-    CidrBlock: Optional[String]
-    Egress: Optional[Boolean]
-    IcmpTypeCode: Optional[IcmpTypeCode]
-    Ipv6CidrBlock: Optional[String]
-    PortRange: Optional[PortRange]
-    Protocol: Optional[String]
-    RuleAction: Optional[RuleAction]
-    RuleNumber: Optional[Integer]
+    CidrBlock: String | None
+    Egress: Boolean | None
+    IcmpTypeCode: IcmpTypeCode | None
+    Ipv6CidrBlock: String | None
+    PortRange: PortRange | None
+    Protocol: String | None
+    RuleAction: RuleAction | None
+    RuleNumber: Integer | None
 
 
-NetworkAclEntryList = List[NetworkAclEntry]
+NetworkAclEntryList = list[NetworkAclEntry]
 
 
 class NetworkAclAssociation(TypedDict, total=False):
-    NetworkAclAssociationId: Optional[String]
-    NetworkAclId: Optional[String]
-    SubnetId: Optional[String]
+    NetworkAclAssociationId: String | None
+    NetworkAclId: String | None
+    SubnetId: String | None
 
 
-NetworkAclAssociationList = List[NetworkAclAssociation]
+NetworkAclAssociationList = list[NetworkAclAssociation]
 
 
 class NetworkAcl(TypedDict, total=False):
-    Associations: Optional[NetworkAclAssociationList]
-    Entries: Optional[NetworkAclEntryList]
-    IsDefault: Optional[Boolean]
-    NetworkAclId: Optional[String]
-    Tags: Optional[TagList]
-    VpcId: Optional[String]
-    OwnerId: Optional[String]
+    Associations: NetworkAclAssociationList | None
+    Entries: NetworkAclEntryList | None
+    IsDefault: Boolean | None
+    NetworkAclId: String | None
+    Tags: TagList | None
+    VpcId: String | None
+    OwnerId: String | None
 
 
 class CreateNetworkAclResult(TypedDict, total=False):
-    NetworkAcl: Optional[NetworkAcl]
-    ClientToken: Optional[String]
+    NetworkAcl: NetworkAcl | None
+    ClientToken: String | None
 
 
 class CreateNetworkInsightsAccessScopeRequest(ServiceRequest):
-    MatchPaths: Optional[AccessScopePathListRequest]
-    ExcludePaths: Optional[AccessScopePathListRequest]
+    MatchPaths: AccessScopePathListRequest | None
+    ExcludePaths: AccessScopePathListRequest | None
     ClientToken: String
-    TagSpecifications: Optional[TagSpecificationList]
-    DryRun: Optional[Boolean]
+    TagSpecifications: TagSpecificationList | None
+    DryRun: Boolean | None
 
 
 class NetworkInsightsAccessScopeContent(TypedDict, total=False):
-    NetworkInsightsAccessScopeId: Optional[NetworkInsightsAccessScopeId]
-    MatchPaths: Optional[AccessScopePathList]
-    ExcludePaths: Optional[AccessScopePathList]
+    NetworkInsightsAccessScopeId: NetworkInsightsAccessScopeId | None
+    MatchPaths: AccessScopePathList | None
+    ExcludePaths: AccessScopePathList | None
 
 
 class NetworkInsightsAccessScope(TypedDict, total=False):
-    NetworkInsightsAccessScopeId: Optional[NetworkInsightsAccessScopeId]
-    NetworkInsightsAccessScopeArn: Optional[ResourceArn]
-    CreatedDate: Optional[MillisecondDateTime]
-    UpdatedDate: Optional[MillisecondDateTime]
-    Tags: Optional[TagList]
+    NetworkInsightsAccessScopeId: NetworkInsightsAccessScopeId | None
+    NetworkInsightsAccessScopeArn: ResourceArn | None
+    CreatedDate: MillisecondDateTime | None
+    UpdatedDate: MillisecondDateTime | None
+    Tags: TagList | None
 
 
 class CreateNetworkInsightsAccessScopeResult(TypedDict, total=False):
-    NetworkInsightsAccessScope: Optional[NetworkInsightsAccessScope]
-    NetworkInsightsAccessScopeContent: Optional[NetworkInsightsAccessScopeContent]
+    NetworkInsightsAccessScope: NetworkInsightsAccessScope | None
+    NetworkInsightsAccessScopeContent: NetworkInsightsAccessScopeContent | None
 
 
 class RequestFilterPortRange(TypedDict, total=False):
-    FromPort: Optional[Port]
-    ToPort: Optional[Port]
+    FromPort: Port | None
+    ToPort: Port | None
 
 
 class PathRequestFilter(TypedDict, total=False):
-    SourceAddress: Optional[IpAddress]
-    SourcePortRange: Optional[RequestFilterPortRange]
-    DestinationAddress: Optional[IpAddress]
-    DestinationPortRange: Optional[RequestFilterPortRange]
+    SourceAddress: IpAddress | None
+    SourcePortRange: RequestFilterPortRange | None
+    DestinationAddress: IpAddress | None
+    DestinationPortRange: RequestFilterPortRange | None
 
 
 class CreateNetworkInsightsPathRequest(ServiceRequest):
-    SourceIp: Optional[IpAddress]
-    DestinationIp: Optional[IpAddress]
+    SourceIp: IpAddress | None
+    DestinationIp: IpAddress | None
     Source: NetworkInsightsResourceId
-    Destination: Optional[NetworkInsightsResourceId]
+    Destination: NetworkInsightsResourceId | None
     Protocol: Protocol
-    DestinationPort: Optional[Port]
-    TagSpecifications: Optional[TagSpecificationList]
-    DryRun: Optional[Boolean]
+    DestinationPort: Port | None
+    TagSpecifications: TagSpecificationList | None
+    DryRun: Boolean | None
     ClientToken: String
-    FilterAtSource: Optional[PathRequestFilter]
-    FilterAtDestination: Optional[PathRequestFilter]
+    FilterAtSource: PathRequestFilter | None
+    FilterAtDestination: PathRequestFilter | None
 
 
 class FilterPortRange(TypedDict, total=False):
-    FromPort: Optional[Port]
-    ToPort: Optional[Port]
+    FromPort: Port | None
+    ToPort: Port | None
 
 
 class PathFilter(TypedDict, total=False):
-    SourceAddress: Optional[IpAddress]
-    SourcePortRange: Optional[FilterPortRange]
-    DestinationAddress: Optional[IpAddress]
-    DestinationPortRange: Optional[FilterPortRange]
+    SourceAddress: IpAddress | None
+    SourcePortRange: FilterPortRange | None
+    DestinationAddress: IpAddress | None
+    DestinationPortRange: FilterPortRange | None
 
 
 class NetworkInsightsPath(TypedDict, total=False):
-    NetworkInsightsPathId: Optional[NetworkInsightsPathId]
-    NetworkInsightsPathArn: Optional[ResourceArn]
-    CreatedDate: Optional[MillisecondDateTime]
-    Source: Optional[String]
-    Destination: Optional[String]
-    SourceArn: Optional[ResourceArn]
-    DestinationArn: Optional[ResourceArn]
-    SourceIp: Optional[IpAddress]
-    DestinationIp: Optional[IpAddress]
-    Protocol: Optional[Protocol]
-    DestinationPort: Optional[Integer]
-    Tags: Optional[TagList]
-    FilterAtSource: Optional[PathFilter]
-    FilterAtDestination: Optional[PathFilter]
+    NetworkInsightsPathId: NetworkInsightsPathId | None
+    NetworkInsightsPathArn: ResourceArn | None
+    CreatedDate: MillisecondDateTime | None
+    Source: String | None
+    Destination: String | None
+    SourceArn: ResourceArn | None
+    DestinationArn: ResourceArn | None
+    SourceIp: IpAddress | None
+    DestinationIp: IpAddress | None
+    Protocol: Protocol | None
+    DestinationPort: Integer | None
+    Tags: TagList | None
+    FilterAtSource: PathFilter | None
+    FilterAtDestination: PathFilter | None
 
 
 class CreateNetworkInsightsPathResult(TypedDict, total=False):
-    NetworkInsightsPath: Optional[NetworkInsightsPath]
+    NetworkInsightsPath: NetworkInsightsPath | None
 
 
 class CreateNetworkInterfacePermissionRequest(ServiceRequest):
     NetworkInterfaceId: NetworkInterfaceId
-    AwsAccountId: Optional[String]
-    AwsService: Optional[String]
+    AwsAccountId: String | None
+    AwsService: String | None
     Permission: InterfacePermissionType
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class NetworkInterfacePermissionState(TypedDict, total=False):
-    State: Optional[NetworkInterfacePermissionStateCode]
-    StatusMessage: Optional[String]
+    State: NetworkInterfacePermissionStateCode | None
+    StatusMessage: String | None
 
 
 class NetworkInterfacePermission(TypedDict, total=False):
-    NetworkInterfacePermissionId: Optional[String]
-    NetworkInterfaceId: Optional[String]
-    AwsAccountId: Optional[String]
-    AwsService: Optional[String]
-    Permission: Optional[InterfacePermissionType]
-    PermissionState: Optional[NetworkInterfacePermissionState]
+    NetworkInterfacePermissionId: String | None
+    NetworkInterfaceId: String | None
+    AwsAccountId: String | None
+    AwsService: String | None
+    Permission: InterfacePermissionType | None
+    PermissionState: NetworkInterfacePermissionState | None
 
 
 class CreateNetworkInterfacePermissionResult(TypedDict, total=False):
-    InterfacePermission: Optional[NetworkInterfacePermission]
+    InterfacePermission: NetworkInterfacePermission | None
 
 
 class CreateNetworkInterfaceRequest(ServiceRequest):
-    Ipv4Prefixes: Optional[Ipv4PrefixList]
-    Ipv4PrefixCount: Optional[Integer]
-    Ipv6Prefixes: Optional[Ipv6PrefixList]
-    Ipv6PrefixCount: Optional[Integer]
-    InterfaceType: Optional[NetworkInterfaceCreationType]
-    TagSpecifications: Optional[TagSpecificationList]
-    ClientToken: Optional[String]
-    EnablePrimaryIpv6: Optional[Boolean]
-    ConnectionTrackingSpecification: Optional[ConnectionTrackingSpecificationRequest]
-    Operator: Optional[OperatorRequest]
+    Ipv4Prefixes: Ipv4PrefixList | None
+    Ipv4PrefixCount: Integer | None
+    Ipv6Prefixes: Ipv6PrefixList | None
+    Ipv6PrefixCount: Integer | None
+    InterfaceType: NetworkInterfaceCreationType | None
+    TagSpecifications: TagSpecificationList | None
+    ClientToken: String | None
+    EnablePrimaryIpv6: Boolean | None
+    ConnectionTrackingSpecification: ConnectionTrackingSpecificationRequest | None
+    Operator: OperatorRequest | None
     SubnetId: SubnetId
-    Description: Optional[String]
-    PrivateIpAddress: Optional[String]
-    Groups: Optional[SecurityGroupIdStringList]
-    PrivateIpAddresses: Optional[PrivateIpAddressSpecificationList]
-    SecondaryPrivateIpAddressCount: Optional[Integer]
-    Ipv6Addresses: Optional[InstanceIpv6AddressList]
-    Ipv6AddressCount: Optional[Integer]
-    DryRun: Optional[Boolean]
+    Description: String | None
+    PrivateIpAddress: String | None
+    Groups: SecurityGroupIdStringList | None
+    PrivateIpAddresses: PrivateIpAddressSpecificationList | None
+    SecondaryPrivateIpAddressCount: Integer | None
+    Ipv6Addresses: InstanceIpv6AddressList | None
+    Ipv6AddressCount: Integer | None
+    DryRun: Boolean | None
 
 
 class Ipv6PrefixSpecification(TypedDict, total=False):
-    Ipv6Prefix: Optional[String]
+    Ipv6Prefix: String | None
 
 
-Ipv6PrefixesList = List[Ipv6PrefixSpecification]
+Ipv6PrefixesList = list[Ipv6PrefixSpecification]
 
 
 class NetworkInterfaceAssociation(TypedDict, total=False):
-    AllocationId: Optional[String]
-    AssociationId: Optional[String]
-    IpOwnerId: Optional[String]
-    PublicDnsName: Optional[String]
-    PublicIp: Optional[String]
-    CustomerOwnedIp: Optional[String]
-    CarrierIp: Optional[String]
+    AllocationId: String | None
+    AssociationId: String | None
+    IpOwnerId: String | None
+    PublicDnsName: String | None
+    PublicIp: String | None
+    CustomerOwnedIp: String | None
+    CarrierIp: String | None
 
 
 class NetworkInterfacePrivateIpAddress(TypedDict, total=False):
-    Association: Optional[NetworkInterfaceAssociation]
-    Primary: Optional[Boolean]
-    PrivateDnsName: Optional[String]
-    PrivateIpAddress: Optional[String]
+    Association: NetworkInterfaceAssociation | None
+    Primary: Boolean | None
+    PrivateDnsName: String | None
+    PrivateIpAddress: String | None
 
 
-NetworkInterfacePrivateIpAddressList = List[NetworkInterfacePrivateIpAddress]
+NetworkInterfacePrivateIpAddressList = list[NetworkInterfacePrivateIpAddress]
 
 
 class PublicIpDnsNameOptions(TypedDict, total=False):
-    DnsHostnameType: Optional[String]
-    PublicIpv4DnsName: Optional[String]
-    PublicIpv6DnsName: Optional[String]
-    PublicDualStackDnsName: Optional[String]
+    DnsHostnameType: String | None
+    PublicIpv4DnsName: String | None
+    PublicIpv6DnsName: String | None
+    PublicDualStackDnsName: String | None
 
 
 class NetworkInterfaceIpv6Address(TypedDict, total=False):
-    Ipv6Address: Optional[String]
-    PublicIpv6DnsName: Optional[String]
-    IsPrimaryIpv6: Optional[Boolean]
+    Ipv6Address: String | None
+    PublicIpv6DnsName: String | None
+    IsPrimaryIpv6: Boolean | None
 
 
-NetworkInterfaceIpv6AddressesList = List[NetworkInterfaceIpv6Address]
+NetworkInterfaceIpv6AddressesList = list[NetworkInterfaceIpv6Address]
 
 
 class NetworkInterfaceAttachment(TypedDict, total=False):
-    AttachTime: Optional[DateTime]
-    AttachmentId: Optional[String]
-    DeleteOnTermination: Optional[Boolean]
-    DeviceIndex: Optional[Integer]
-    NetworkCardIndex: Optional[Integer]
-    InstanceId: Optional[String]
-    InstanceOwnerId: Optional[String]
-    Status: Optional[AttachmentStatus]
-    EnaSrdSpecification: Optional[AttachmentEnaSrdSpecification]
-    EnaQueueCount: Optional[Integer]
+    AttachTime: DateTime | None
+    AttachmentId: String | None
+    DeleteOnTermination: Boolean | None
+    DeviceIndex: Integer | None
+    NetworkCardIndex: Integer | None
+    InstanceId: String | None
+    InstanceOwnerId: String | None
+    Status: AttachmentStatus | None
+    EnaSrdSpecification: AttachmentEnaSrdSpecification | None
+    EnaQueueCount: Integer | None
 
 
 class NetworkInterface(TypedDict, total=False):
-    Association: Optional[NetworkInterfaceAssociation]
-    Attachment: Optional[NetworkInterfaceAttachment]
-    AvailabilityZone: Optional[String]
-    ConnectionTrackingConfiguration: Optional[ConnectionTrackingConfiguration]
-    Description: Optional[String]
-    Groups: Optional[GroupIdentifierList]
-    InterfaceType: Optional[NetworkInterfaceType]
-    Ipv6Addresses: Optional[NetworkInterfaceIpv6AddressesList]
-    MacAddress: Optional[String]
-    NetworkInterfaceId: Optional[String]
-    OutpostArn: Optional[String]
-    OwnerId: Optional[String]
-    PrivateDnsName: Optional[String]
-    PublicDnsName: Optional[String]
-    PublicIpDnsNameOptions: Optional[PublicIpDnsNameOptions]
-    PrivateIpAddress: Optional[String]
-    PrivateIpAddresses: Optional[NetworkInterfacePrivateIpAddressList]
-    Ipv4Prefixes: Optional[Ipv4PrefixesList]
-    Ipv6Prefixes: Optional[Ipv6PrefixesList]
-    RequesterId: Optional[String]
-    RequesterManaged: Optional[Boolean]
-    SourceDestCheck: Optional[Boolean]
-    Status: Optional[NetworkInterfaceStatus]
-    SubnetId: Optional[String]
-    TagSet: Optional[TagList]
-    VpcId: Optional[String]
-    DenyAllIgwTraffic: Optional[Boolean]
-    Ipv6Native: Optional[Boolean]
-    Ipv6Address: Optional[String]
-    Operator: Optional[OperatorResponse]
-    AssociatedSubnets: Optional[AssociatedSubnetList]
-    AvailabilityZoneId: Optional[String]
+    Association: NetworkInterfaceAssociation | None
+    Attachment: NetworkInterfaceAttachment | None
+    AvailabilityZone: String | None
+    ConnectionTrackingConfiguration: ConnectionTrackingConfiguration | None
+    Description: String | None
+    Groups: GroupIdentifierList | None
+    InterfaceType: NetworkInterfaceType | None
+    Ipv6Addresses: NetworkInterfaceIpv6AddressesList | None
+    MacAddress: String | None
+    NetworkInterfaceId: String | None
+    OutpostArn: String | None
+    OwnerId: String | None
+    PrivateDnsName: String | None
+    PublicDnsName: String | None
+    PublicIpDnsNameOptions: PublicIpDnsNameOptions | None
+    PrivateIpAddress: String | None
+    PrivateIpAddresses: NetworkInterfacePrivateIpAddressList | None
+    Ipv4Prefixes: Ipv4PrefixesList | None
+    Ipv6Prefixes: Ipv6PrefixesList | None
+    RequesterId: String | None
+    RequesterManaged: Boolean | None
+    SourceDestCheck: Boolean | None
+    Status: NetworkInterfaceStatus | None
+    SubnetId: String | None
+    TagSet: TagList | None
+    VpcId: String | None
+    DenyAllIgwTraffic: Boolean | None
+    Ipv6Native: Boolean | None
+    Ipv6Address: String | None
+    Operator: OperatorResponse | None
+    AssociatedSubnets: AssociatedSubnetList | None
+    AvailabilityZoneId: String | None
 
 
 class CreateNetworkInterfaceResult(TypedDict, total=False):
-    NetworkInterface: Optional[NetworkInterface]
-    ClientToken: Optional[String]
+    NetworkInterface: NetworkInterface | None
+    ClientToken: String | None
 
 
 class CreatePlacementGroupRequest(ServiceRequest):
-    PartitionCount: Optional[Integer]
-    TagSpecifications: Optional[TagSpecificationList]
-    SpreadLevel: Optional[SpreadLevel]
-    DryRun: Optional[Boolean]
-    GroupName: Optional[String]
-    Strategy: Optional[PlacementStrategy]
+    PartitionCount: Integer | None
+    TagSpecifications: TagSpecificationList | None
+    SpreadLevel: SpreadLevel | None
+    DryRun: Boolean | None
+    GroupName: String | None
+    Strategy: PlacementStrategy | None
 
 
 class PlacementGroup(TypedDict, total=False):
-    GroupName: Optional[String]
-    State: Optional[PlacementGroupState]
-    Strategy: Optional[PlacementStrategy]
-    PartitionCount: Optional[Integer]
-    GroupId: Optional[String]
-    Tags: Optional[TagList]
-    GroupArn: Optional[String]
-    SpreadLevel: Optional[SpreadLevel]
+    GroupName: String | None
+    State: PlacementGroupState | None
+    Strategy: PlacementStrategy | None
+    PartitionCount: Integer | None
+    GroupId: String | None
+    Tags: TagList | None
+    GroupArn: String | None
+    SpreadLevel: SpreadLevel | None
 
 
 class CreatePlacementGroupResult(TypedDict, total=False):
-    PlacementGroup: Optional[PlacementGroup]
+    PlacementGroup: PlacementGroup | None
 
 
 class CreatePublicIpv4PoolRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    TagSpecifications: Optional[TagSpecificationList]
-    NetworkBorderGroup: Optional[String]
+    DryRun: Boolean | None
+    TagSpecifications: TagSpecificationList | None
+    NetworkBorderGroup: String | None
 
 
 class CreatePublicIpv4PoolResult(TypedDict, total=False):
-    PoolId: Optional[Ipv4PoolEc2Id]
+    PoolId: Ipv4PoolEc2Id | None
 
 
 class CreateReplaceRootVolumeTaskRequest(ServiceRequest):
     InstanceId: InstanceId
-    SnapshotId: Optional[SnapshotId]
-    ClientToken: Optional[String]
-    DryRun: Optional[Boolean]
-    TagSpecifications: Optional[TagSpecificationList]
-    ImageId: Optional[ImageId]
-    DeleteReplacedRootVolume: Optional[Boolean]
-    VolumeInitializationRate: Optional[Long]
+    SnapshotId: SnapshotId | None
+    ClientToken: String | None
+    DryRun: Boolean | None
+    TagSpecifications: TagSpecificationList | None
+    ImageId: ImageId | None
+    DeleteReplacedRootVolume: Boolean | None
+    VolumeInitializationRate: Long | None
 
 
 class ReplaceRootVolumeTask(TypedDict, total=False):
-    ReplaceRootVolumeTaskId: Optional[ReplaceRootVolumeTaskId]
-    InstanceId: Optional[String]
-    TaskState: Optional[ReplaceRootVolumeTaskState]
-    StartTime: Optional[String]
-    CompleteTime: Optional[String]
-    Tags: Optional[TagList]
-    ImageId: Optional[ImageId]
-    SnapshotId: Optional[SnapshotId]
-    DeleteReplacedRootVolume: Optional[Boolean]
+    ReplaceRootVolumeTaskId: ReplaceRootVolumeTaskId | None
+    InstanceId: String | None
+    TaskState: ReplaceRootVolumeTaskState | None
+    StartTime: String | None
+    CompleteTime: String | None
+    Tags: TagList | None
+    ImageId: ImageId | None
+    SnapshotId: SnapshotId | None
+    DeleteReplacedRootVolume: Boolean | None
 
 
 class CreateReplaceRootVolumeTaskResult(TypedDict, total=False):
-    ReplaceRootVolumeTask: Optional[ReplaceRootVolumeTask]
+    ReplaceRootVolumeTask: ReplaceRootVolumeTask | None
 
 
 class PriceScheduleSpecification(TypedDict, total=False):
-    Term: Optional[Long]
-    Price: Optional[Double]
-    CurrencyCode: Optional[CurrencyCodeValues]
+    Term: Long | None
+    Price: Double | None
+    CurrencyCode: CurrencyCodeValues | None
 
 
-PriceScheduleSpecificationList = List[PriceScheduleSpecification]
+PriceScheduleSpecificationList = list[PriceScheduleSpecification]
 
 
 class CreateReservedInstancesListingRequest(ServiceRequest):
@@ -9602,416 +9628,416 @@ class CreateReservedInstancesListingRequest(ServiceRequest):
 
 
 class CreateReservedInstancesListingResult(TypedDict, total=False):
-    ReservedInstancesListings: Optional[ReservedInstancesListingList]
+    ReservedInstancesListings: ReservedInstancesListingList | None
 
 
 class CreateRestoreImageTaskRequest(ServiceRequest):
     Bucket: String
     ObjectKey: String
-    Name: Optional[String]
-    TagSpecifications: Optional[TagSpecificationList]
-    DryRun: Optional[Boolean]
+    Name: String | None
+    TagSpecifications: TagSpecificationList | None
+    DryRun: Boolean | None
 
 
 class CreateRestoreImageTaskResult(TypedDict, total=False):
-    ImageId: Optional[String]
+    ImageId: String | None
 
 
 class CreateRouteRequest(ServiceRequest):
-    DestinationPrefixListId: Optional[PrefixListResourceId]
-    VpcEndpointId: Optional[VpcEndpointId]
-    TransitGatewayId: Optional[TransitGatewayId]
-    LocalGatewayId: Optional[LocalGatewayId]
-    CarrierGatewayId: Optional[CarrierGatewayId]
-    CoreNetworkArn: Optional[CoreNetworkArn]
-    OdbNetworkArn: Optional[OdbNetworkArn]
-    DryRun: Optional[Boolean]
+    DestinationPrefixListId: PrefixListResourceId | None
+    VpcEndpointId: VpcEndpointId | None
+    TransitGatewayId: TransitGatewayId | None
+    LocalGatewayId: LocalGatewayId | None
+    CarrierGatewayId: CarrierGatewayId | None
+    CoreNetworkArn: CoreNetworkArn | None
+    OdbNetworkArn: OdbNetworkArn | None
+    DryRun: Boolean | None
     RouteTableId: RouteTableId
-    DestinationCidrBlock: Optional[String]
-    GatewayId: Optional[RouteGatewayId]
-    DestinationIpv6CidrBlock: Optional[String]
-    EgressOnlyInternetGatewayId: Optional[EgressOnlyInternetGatewayId]
-    InstanceId: Optional[InstanceId]
-    NetworkInterfaceId: Optional[NetworkInterfaceId]
-    VpcPeeringConnectionId: Optional[VpcPeeringConnectionId]
-    NatGatewayId: Optional[NatGatewayId]
+    DestinationCidrBlock: String | None
+    GatewayId: RouteGatewayId | None
+    DestinationIpv6CidrBlock: String | None
+    EgressOnlyInternetGatewayId: EgressOnlyInternetGatewayId | None
+    InstanceId: InstanceId | None
+    NetworkInterfaceId: NetworkInterfaceId | None
+    VpcPeeringConnectionId: VpcPeeringConnectionId | None
+    NatGatewayId: NatGatewayId | None
 
 
 class CreateRouteResult(TypedDict, total=False):
-    Return: Optional[Boolean]
+    Return: Boolean | None
 
 
 class CreateRouteServerEndpointRequest(ServiceRequest):
     RouteServerId: RouteServerId
     SubnetId: SubnetId
-    ClientToken: Optional[String]
-    DryRun: Optional[Boolean]
-    TagSpecifications: Optional[TagSpecificationList]
+    ClientToken: String | None
+    DryRun: Boolean | None
+    TagSpecifications: TagSpecificationList | None
 
 
 class RouteServerEndpoint(TypedDict, total=False):
-    RouteServerId: Optional[RouteServerId]
-    RouteServerEndpointId: Optional[RouteServerEndpointId]
-    VpcId: Optional[VpcId]
-    SubnetId: Optional[SubnetId]
-    EniId: Optional[NetworkInterfaceId]
-    EniAddress: Optional[String]
-    State: Optional[RouteServerEndpointState]
-    FailureReason: Optional[String]
-    Tags: Optional[TagList]
+    RouteServerId: RouteServerId | None
+    RouteServerEndpointId: RouteServerEndpointId | None
+    VpcId: VpcId | None
+    SubnetId: SubnetId | None
+    EniId: NetworkInterfaceId | None
+    EniAddress: String | None
+    State: RouteServerEndpointState | None
+    FailureReason: String | None
+    Tags: TagList | None
 
 
 class CreateRouteServerEndpointResult(TypedDict, total=False):
-    RouteServerEndpoint: Optional[RouteServerEndpoint]
+    RouteServerEndpoint: RouteServerEndpoint | None
 
 
 class RouteServerBgpOptionsRequest(TypedDict, total=False):
     PeerAsn: Long
-    PeerLivenessDetection: Optional[RouteServerPeerLivenessMode]
+    PeerLivenessDetection: RouteServerPeerLivenessMode | None
 
 
 class CreateRouteServerPeerRequest(ServiceRequest):
     RouteServerEndpointId: RouteServerEndpointId
     PeerAddress: String
     BgpOptions: RouteServerBgpOptionsRequest
-    DryRun: Optional[Boolean]
-    TagSpecifications: Optional[TagSpecificationList]
+    DryRun: Boolean | None
+    TagSpecifications: TagSpecificationList | None
 
 
 class RouteServerBfdStatus(TypedDict, total=False):
-    Status: Optional[RouteServerBfdState]
+    Status: RouteServerBfdState | None
 
 
 class RouteServerBgpStatus(TypedDict, total=False):
-    Status: Optional[RouteServerBgpState]
+    Status: RouteServerBgpState | None
 
 
 class RouteServerBgpOptions(TypedDict, total=False):
-    PeerAsn: Optional[Long]
-    PeerLivenessDetection: Optional[RouteServerPeerLivenessMode]
+    PeerAsn: Long | None
+    PeerLivenessDetection: RouteServerPeerLivenessMode | None
 
 
 class RouteServerPeer(TypedDict, total=False):
-    RouteServerPeerId: Optional[RouteServerPeerId]
-    RouteServerEndpointId: Optional[RouteServerEndpointId]
-    RouteServerId: Optional[RouteServerId]
-    VpcId: Optional[VpcId]
-    SubnetId: Optional[SubnetId]
-    State: Optional[RouteServerPeerState]
-    FailureReason: Optional[String]
-    EndpointEniId: Optional[NetworkInterfaceId]
-    EndpointEniAddress: Optional[String]
-    PeerAddress: Optional[String]
-    BgpOptions: Optional[RouteServerBgpOptions]
-    BgpStatus: Optional[RouteServerBgpStatus]
-    BfdStatus: Optional[RouteServerBfdStatus]
-    Tags: Optional[TagList]
+    RouteServerPeerId: RouteServerPeerId | None
+    RouteServerEndpointId: RouteServerEndpointId | None
+    RouteServerId: RouteServerId | None
+    VpcId: VpcId | None
+    SubnetId: SubnetId | None
+    State: RouteServerPeerState | None
+    FailureReason: String | None
+    EndpointEniId: NetworkInterfaceId | None
+    EndpointEniAddress: String | None
+    PeerAddress: String | None
+    BgpOptions: RouteServerBgpOptions | None
+    BgpStatus: RouteServerBgpStatus | None
+    BfdStatus: RouteServerBfdStatus | None
+    Tags: TagList | None
 
 
 class CreateRouteServerPeerResult(TypedDict, total=False):
-    RouteServerPeer: Optional[RouteServerPeer]
+    RouteServerPeer: RouteServerPeer | None
 
 
 class CreateRouteServerRequest(ServiceRequest):
     AmazonSideAsn: Long
-    ClientToken: Optional[String]
-    DryRun: Optional[Boolean]
-    PersistRoutes: Optional[RouteServerPersistRoutesAction]
-    PersistRoutesDuration: Optional[BoxedLong]
-    SnsNotificationsEnabled: Optional[Boolean]
-    TagSpecifications: Optional[TagSpecificationList]
+    ClientToken: String | None
+    DryRun: Boolean | None
+    PersistRoutes: RouteServerPersistRoutesAction | None
+    PersistRoutesDuration: BoxedLong | None
+    SnsNotificationsEnabled: Boolean | None
+    TagSpecifications: TagSpecificationList | None
 
 
 class RouteServer(TypedDict, total=False):
-    RouteServerId: Optional[RouteServerId]
-    AmazonSideAsn: Optional[Long]
-    State: Optional[RouteServerState]
-    Tags: Optional[TagList]
-    PersistRoutesState: Optional[RouteServerPersistRoutesState]
-    PersistRoutesDuration: Optional[BoxedLong]
-    SnsNotificationsEnabled: Optional[Boolean]
-    SnsTopicArn: Optional[String]
+    RouteServerId: RouteServerId | None
+    AmazonSideAsn: Long | None
+    State: RouteServerState | None
+    Tags: TagList | None
+    PersistRoutesState: RouteServerPersistRoutesState | None
+    PersistRoutesDuration: BoxedLong | None
+    SnsNotificationsEnabled: Boolean | None
+    SnsTopicArn: String | None
 
 
 class CreateRouteServerResult(TypedDict, total=False):
-    RouteServer: Optional[RouteServer]
+    RouteServer: RouteServer | None
 
 
 class CreateRouteTableRequest(ServiceRequest):
-    TagSpecifications: Optional[TagSpecificationList]
-    ClientToken: Optional[String]
-    DryRun: Optional[Boolean]
+    TagSpecifications: TagSpecificationList | None
+    ClientToken: String | None
+    DryRun: Boolean | None
     VpcId: VpcId
 
 
 class Route(TypedDict, total=False):
-    DestinationCidrBlock: Optional[String]
-    DestinationIpv6CidrBlock: Optional[String]
-    DestinationPrefixListId: Optional[String]
-    EgressOnlyInternetGatewayId: Optional[String]
-    GatewayId: Optional[String]
-    InstanceId: Optional[String]
-    InstanceOwnerId: Optional[String]
-    NatGatewayId: Optional[String]
-    TransitGatewayId: Optional[String]
-    LocalGatewayId: Optional[String]
-    CarrierGatewayId: Optional[CarrierGatewayId]
-    NetworkInterfaceId: Optional[String]
-    Origin: Optional[RouteOrigin]
-    State: Optional[RouteState]
-    VpcPeeringConnectionId: Optional[String]
-    CoreNetworkArn: Optional[CoreNetworkArn]
-    OdbNetworkArn: Optional[OdbNetworkArn]
-    IpAddress: Optional[String]
-
-
-RouteList = List[Route]
+    DestinationCidrBlock: String | None
+    DestinationIpv6CidrBlock: String | None
+    DestinationPrefixListId: String | None
+    EgressOnlyInternetGatewayId: String | None
+    GatewayId: String | None
+    InstanceId: String | None
+    InstanceOwnerId: String | None
+    NatGatewayId: String | None
+    TransitGatewayId: String | None
+    LocalGatewayId: String | None
+    CarrierGatewayId: CarrierGatewayId | None
+    NetworkInterfaceId: String | None
+    Origin: RouteOrigin | None
+    State: RouteState | None
+    VpcPeeringConnectionId: String | None
+    CoreNetworkArn: CoreNetworkArn | None
+    OdbNetworkArn: OdbNetworkArn | None
+    IpAddress: String | None
+
+
+RouteList = list[Route]
 
 
 class PropagatingVgw(TypedDict, total=False):
-    GatewayId: Optional[String]
+    GatewayId: String | None
 
 
-PropagatingVgwList = List[PropagatingVgw]
+PropagatingVgwList = list[PropagatingVgw]
 
 
 class RouteTableAssociation(TypedDict, total=False):
-    Main: Optional[Boolean]
-    RouteTableAssociationId: Optional[String]
-    RouteTableId: Optional[String]
-    SubnetId: Optional[String]
-    GatewayId: Optional[String]
-    PublicIpv4Pool: Optional[String]
-    AssociationState: Optional[RouteTableAssociationState]
+    Main: Boolean | None
+    RouteTableAssociationId: String | None
+    RouteTableId: String | None
+    SubnetId: String | None
+    GatewayId: String | None
+    PublicIpv4Pool: String | None
+    AssociationState: RouteTableAssociationState | None
 
 
-RouteTableAssociationList = List[RouteTableAssociation]
+RouteTableAssociationList = list[RouteTableAssociation]
 
 
 class RouteTable(TypedDict, total=False):
-    Associations: Optional[RouteTableAssociationList]
-    PropagatingVgws: Optional[PropagatingVgwList]
-    RouteTableId: Optional[String]
-    Routes: Optional[RouteList]
-    Tags: Optional[TagList]
-    VpcId: Optional[String]
-    OwnerId: Optional[String]
+    Associations: RouteTableAssociationList | None
+    PropagatingVgws: PropagatingVgwList | None
+    RouteTableId: String | None
+    Routes: RouteList | None
+    Tags: TagList | None
+    VpcId: String | None
+    OwnerId: String | None
 
 
 class CreateRouteTableResult(TypedDict, total=False):
-    RouteTable: Optional[RouteTable]
-    ClientToken: Optional[String]
+    RouteTable: RouteTable | None
+    ClientToken: String | None
 
 
 class CreateSecurityGroupRequest(ServiceRequest):
     Description: String
     GroupName: String
-    VpcId: Optional[VpcId]
-    TagSpecifications: Optional[TagSpecificationList]
-    DryRun: Optional[Boolean]
+    VpcId: VpcId | None
+    TagSpecifications: TagSpecificationList | None
+    DryRun: Boolean | None
 
 
 class CreateSecurityGroupResult(TypedDict, total=False):
-    GroupId: Optional[String]
-    Tags: Optional[TagList]
-    SecurityGroupArn: Optional[String]
+    GroupId: String | None
+    Tags: TagList | None
+    SecurityGroupArn: String | None
 
 
 class CreateSnapshotRequest(ServiceRequest):
-    Description: Optional[String]
-    OutpostArn: Optional[String]
+    Description: String | None
+    OutpostArn: String | None
     VolumeId: VolumeId
-    TagSpecifications: Optional[TagSpecificationList]
-    Location: Optional[SnapshotLocationEnum]
-    DryRun: Optional[Boolean]
+    TagSpecifications: TagSpecificationList | None
+    Location: SnapshotLocationEnum | None
+    DryRun: Boolean | None
 
 
-VolumeIdStringList = List[VolumeId]
+VolumeIdStringList = list[VolumeId]
 
 
 class InstanceSpecification(TypedDict, total=False):
     InstanceId: InstanceIdWithVolumeResolver
-    ExcludeBootVolume: Optional[Boolean]
-    ExcludeDataVolumeIds: Optional[VolumeIdStringList]
+    ExcludeBootVolume: Boolean | None
+    ExcludeDataVolumeIds: VolumeIdStringList | None
 
 
 class CreateSnapshotsRequest(ServiceRequest):
-    Description: Optional[String]
+    Description: String | None
     InstanceSpecification: InstanceSpecification
-    OutpostArn: Optional[String]
-    TagSpecifications: Optional[TagSpecificationList]
-    DryRun: Optional[Boolean]
-    CopyTagsFromSource: Optional[CopyTagsFromSource]
-    Location: Optional[SnapshotLocationEnum]
+    OutpostArn: String | None
+    TagSpecifications: TagSpecificationList | None
+    DryRun: Boolean | None
+    CopyTagsFromSource: CopyTagsFromSource | None
+    Location: SnapshotLocationEnum | None
 
 
 class SnapshotInfo(TypedDict, total=False):
-    Description: Optional[String]
-    Tags: Optional[TagList]
-    Encrypted: Optional[Boolean]
-    VolumeId: Optional[String]
-    State: Optional[SnapshotState]
-    VolumeSize: Optional[Integer]
-    StartTime: Optional[MillisecondDateTime]
-    Progress: Optional[String]
-    OwnerId: Optional[String]
-    SnapshotId: Optional[String]
-    OutpostArn: Optional[String]
-    SseType: Optional[SSEType]
-    AvailabilityZone: Optional[String]
+    Description: String | None
+    Tags: TagList | None
+    Encrypted: Boolean | None
+    VolumeId: String | None
+    State: SnapshotState | None
+    VolumeSize: Integer | None
+    StartTime: MillisecondDateTime | None
+    Progress: String | None
+    OwnerId: String | None
+    SnapshotId: String | None
+    OutpostArn: String | None
+    SseType: SSEType | None
+    AvailabilityZone: String | None
 
 
-SnapshotSet = List[SnapshotInfo]
+SnapshotSet = list[SnapshotInfo]
 
 
 class CreateSnapshotsResult(TypedDict, total=False):
-    Snapshots: Optional[SnapshotSet]
+    Snapshots: SnapshotSet | None
 
 
 class CreateSpotDatafeedSubscriptionRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     Bucket: String
-    Prefix: Optional[String]
+    Prefix: String | None
 
 
 class SpotInstanceStateFault(TypedDict, total=False):
-    Code: Optional[String]
-    Message: Optional[String]
+    Code: String | None
+    Message: String | None
 
 
 class SpotDatafeedSubscription(TypedDict, total=False):
-    Bucket: Optional[String]
-    Fault: Optional[SpotInstanceStateFault]
-    OwnerId: Optional[String]
-    Prefix: Optional[String]
-    State: Optional[DatafeedSubscriptionState]
+    Bucket: String | None
+    Fault: SpotInstanceStateFault | None
+    OwnerId: String | None
+    Prefix: String | None
+    State: DatafeedSubscriptionState | None
 
 
 class CreateSpotDatafeedSubscriptionResult(TypedDict, total=False):
-    SpotDatafeedSubscription: Optional[SpotDatafeedSubscription]
+    SpotDatafeedSubscription: SpotDatafeedSubscription | None
 
 
 class S3ObjectTag(TypedDict, total=False):
-    Key: Optional[String]
-    Value: Optional[String]
+    Key: String | None
+    Value: String | None
 
 
-S3ObjectTagList = List[S3ObjectTag]
+S3ObjectTagList = list[S3ObjectTag]
 
 
 class CreateStoreImageTaskRequest(ServiceRequest):
     ImageId: ImageId
     Bucket: String
-    S3ObjectTags: Optional[S3ObjectTagList]
-    DryRun: Optional[Boolean]
+    S3ObjectTags: S3ObjectTagList | None
+    DryRun: Boolean | None
 
 
 class CreateStoreImageTaskResult(TypedDict, total=False):
-    ObjectKey: Optional[String]
+    ObjectKey: String | None
 
 
 class CreateSubnetCidrReservationRequest(ServiceRequest):
     SubnetId: SubnetId
     Cidr: String
     ReservationType: SubnetCidrReservationType
-    Description: Optional[String]
-    DryRun: Optional[Boolean]
-    TagSpecifications: Optional[TagSpecificationList]
+    Description: String | None
+    DryRun: Boolean | None
+    TagSpecifications: TagSpecificationList | None
 
 
 class SubnetCidrReservation(TypedDict, total=False):
-    SubnetCidrReservationId: Optional[SubnetCidrReservationId]
-    SubnetId: Optional[SubnetId]
-    Cidr: Optional[String]
-    ReservationType: Optional[SubnetCidrReservationType]
-    OwnerId: Optional[String]
-    Description: Optional[String]
-    Tags: Optional[TagList]
+    SubnetCidrReservationId: SubnetCidrReservationId | None
+    SubnetId: SubnetId | None
+    Cidr: String | None
+    ReservationType: SubnetCidrReservationType | None
+    OwnerId: String | None
+    Description: String | None
+    Tags: TagList | None
 
 
 class CreateSubnetCidrReservationResult(TypedDict, total=False):
-    SubnetCidrReservation: Optional[SubnetCidrReservation]
+    SubnetCidrReservation: SubnetCidrReservation | None
 
 
 class CreateSubnetRequest(ServiceRequest):
-    TagSpecifications: Optional[TagSpecificationList]
-    AvailabilityZone: Optional[String]
-    AvailabilityZoneId: Optional[String]
-    CidrBlock: Optional[String]
-    Ipv6CidrBlock: Optional[String]
-    OutpostArn: Optional[String]
+    TagSpecifications: TagSpecificationList | None
+    AvailabilityZone: String | None
+    AvailabilityZoneId: String | None
+    CidrBlock: String | None
+    Ipv6CidrBlock: String | None
+    OutpostArn: String | None
     VpcId: VpcId
-    Ipv6Native: Optional[Boolean]
-    Ipv4IpamPoolId: Optional[IpamPoolId]
-    Ipv4NetmaskLength: Optional[NetmaskLength]
-    Ipv6IpamPoolId: Optional[IpamPoolId]
-    Ipv6NetmaskLength: Optional[NetmaskLength]
-    DryRun: Optional[Boolean]
+    Ipv6Native: Boolean | None
+    Ipv4IpamPoolId: IpamPoolId | None
+    Ipv4NetmaskLength: NetmaskLength | None
+    Ipv6IpamPoolId: IpamPoolId | None
+    Ipv6NetmaskLength: NetmaskLength | None
+    DryRun: Boolean | None
 
 
 class CreateSubnetResult(TypedDict, total=False):
-    Subnet: Optional[Subnet]
+    Subnet: Subnet | None
 
 
-ResourceIdList = List[TaggableResourceId]
+ResourceIdList = list[TaggableResourceId]
 
 
 class CreateTagsRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     Resources: ResourceIdList
     Tags: TagList
 
 
 class CreateTrafficMirrorFilterRequest(ServiceRequest):
-    Description: Optional[String]
-    TagSpecifications: Optional[TagSpecificationList]
-    DryRun: Optional[Boolean]
-    ClientToken: Optional[String]
+    Description: String | None
+    TagSpecifications: TagSpecificationList | None
+    DryRun: Boolean | None
+    ClientToken: String | None
 
 
-TrafficMirrorNetworkServiceList = List[TrafficMirrorNetworkService]
+TrafficMirrorNetworkServiceList = list[TrafficMirrorNetworkService]
 
 
 class TrafficMirrorPortRange(TypedDict, total=False):
-    FromPort: Optional[Integer]
-    ToPort: Optional[Integer]
+    FromPort: Integer | None
+    ToPort: Integer | None
 
 
 class TrafficMirrorFilterRule(TypedDict, total=False):
-    TrafficMirrorFilterRuleId: Optional[String]
-    TrafficMirrorFilterId: Optional[String]
-    TrafficDirection: Optional[TrafficDirection]
-    RuleNumber: Optional[Integer]
-    RuleAction: Optional[TrafficMirrorRuleAction]
-    Protocol: Optional[Integer]
-    DestinationPortRange: Optional[TrafficMirrorPortRange]
-    SourcePortRange: Optional[TrafficMirrorPortRange]
-    DestinationCidrBlock: Optional[String]
-    SourceCidrBlock: Optional[String]
-    Description: Optional[String]
-    Tags: Optional[TagList]
+    TrafficMirrorFilterRuleId: String | None
+    TrafficMirrorFilterId: String | None
+    TrafficDirection: TrafficDirection | None
+    RuleNumber: Integer | None
+    RuleAction: TrafficMirrorRuleAction | None
+    Protocol: Integer | None
+    DestinationPortRange: TrafficMirrorPortRange | None
+    SourcePortRange: TrafficMirrorPortRange | None
+    DestinationCidrBlock: String | None
+    SourceCidrBlock: String | None
+    Description: String | None
+    Tags: TagList | None
 
 
-TrafficMirrorFilterRuleList = List[TrafficMirrorFilterRule]
+TrafficMirrorFilterRuleList = list[TrafficMirrorFilterRule]
 
 
 class TrafficMirrorFilter(TypedDict, total=False):
-    TrafficMirrorFilterId: Optional[String]
-    IngressFilterRules: Optional[TrafficMirrorFilterRuleList]
-    EgressFilterRules: Optional[TrafficMirrorFilterRuleList]
-    NetworkServices: Optional[TrafficMirrorNetworkServiceList]
-    Description: Optional[String]
-    Tags: Optional[TagList]
+    TrafficMirrorFilterId: String | None
+    IngressFilterRules: TrafficMirrorFilterRuleList | None
+    EgressFilterRules: TrafficMirrorFilterRuleList | None
+    NetworkServices: TrafficMirrorNetworkServiceList | None
+    Description: String | None
+    Tags: TagList | None
 
 
 class CreateTrafficMirrorFilterResult(TypedDict, total=False):
-    TrafficMirrorFilter: Optional[TrafficMirrorFilter]
-    ClientToken: Optional[String]
+    TrafficMirrorFilter: TrafficMirrorFilter | None
+    ClientToken: String | None
 
 
 class TrafficMirrorPortRangeRequest(TypedDict, total=False):
-    FromPort: Optional[Integer]
-    ToPort: Optional[Integer]
+    FromPort: Integer | None
+    ToPort: Integer | None
 
 
 class CreateTrafficMirrorFilterRuleRequest(ServiceRequest):
@@ -10019,126 +10045,126 @@ class CreateTrafficMirrorFilterRuleRequest(ServiceRequest):
     TrafficDirection: TrafficDirection
     RuleNumber: Integer
     RuleAction: TrafficMirrorRuleAction
-    DestinationPortRange: Optional[TrafficMirrorPortRangeRequest]
-    SourcePortRange: Optional[TrafficMirrorPortRangeRequest]
-    Protocol: Optional[Integer]
+    DestinationPortRange: TrafficMirrorPortRangeRequest | None
+    SourcePortRange: TrafficMirrorPortRangeRequest | None
+    Protocol: Integer | None
     DestinationCidrBlock: String
     SourceCidrBlock: String
-    Description: Optional[String]
-    DryRun: Optional[Boolean]
-    ClientToken: Optional[String]
-    TagSpecifications: Optional[TagSpecificationList]
+    Description: String | None
+    DryRun: Boolean | None
+    ClientToken: String | None
+    TagSpecifications: TagSpecificationList | None
 
 
 class CreateTrafficMirrorFilterRuleResult(TypedDict, total=False):
-    TrafficMirrorFilterRule: Optional[TrafficMirrorFilterRule]
-    ClientToken: Optional[String]
+    TrafficMirrorFilterRule: TrafficMirrorFilterRule | None
+    ClientToken: String | None
 
 
 class CreateTrafficMirrorSessionRequest(ServiceRequest):
     NetworkInterfaceId: NetworkInterfaceId
     TrafficMirrorTargetId: TrafficMirrorTargetId
     TrafficMirrorFilterId: TrafficMirrorFilterId
-    PacketLength: Optional[Integer]
+    PacketLength: Integer | None
     SessionNumber: Integer
-    VirtualNetworkId: Optional[Integer]
-    Description: Optional[String]
-    TagSpecifications: Optional[TagSpecificationList]
-    DryRun: Optional[Boolean]
-    ClientToken: Optional[String]
+    VirtualNetworkId: Integer | None
+    Description: String | None
+    TagSpecifications: TagSpecificationList | None
+    DryRun: Boolean | None
+    ClientToken: String | None
 
 
 class TrafficMirrorSession(TypedDict, total=False):
-    TrafficMirrorSessionId: Optional[String]
-    TrafficMirrorTargetId: Optional[String]
-    TrafficMirrorFilterId: Optional[String]
-    NetworkInterfaceId: Optional[String]
-    OwnerId: Optional[String]
-    PacketLength: Optional[Integer]
-    SessionNumber: Optional[Integer]
-    VirtualNetworkId: Optional[Integer]
-    Description: Optional[String]
-    Tags: Optional[TagList]
+    TrafficMirrorSessionId: String | None
+    TrafficMirrorTargetId: String | None
+    TrafficMirrorFilterId: String | None
+    NetworkInterfaceId: String | None
+    OwnerId: String | None
+    PacketLength: Integer | None
+    SessionNumber: Integer | None
+    VirtualNetworkId: Integer | None
+    Description: String | None
+    Tags: TagList | None
 
 
 class CreateTrafficMirrorSessionResult(TypedDict, total=False):
-    TrafficMirrorSession: Optional[TrafficMirrorSession]
-    ClientToken: Optional[String]
+    TrafficMirrorSession: TrafficMirrorSession | None
+    ClientToken: String | None
 
 
 class CreateTrafficMirrorTargetRequest(ServiceRequest):
-    NetworkInterfaceId: Optional[NetworkInterfaceId]
-    NetworkLoadBalancerArn: Optional[String]
-    Description: Optional[String]
-    TagSpecifications: Optional[TagSpecificationList]
-    DryRun: Optional[Boolean]
-    ClientToken: Optional[String]
-    GatewayLoadBalancerEndpointId: Optional[VpcEndpointId]
+    NetworkInterfaceId: NetworkInterfaceId | None
+    NetworkLoadBalancerArn: String | None
+    Description: String | None
+    TagSpecifications: TagSpecificationList | None
+    DryRun: Boolean | None
+    ClientToken: String | None
+    GatewayLoadBalancerEndpointId: VpcEndpointId | None
 
 
 class TrafficMirrorTarget(TypedDict, total=False):
-    TrafficMirrorTargetId: Optional[String]
-    NetworkInterfaceId: Optional[String]
-    NetworkLoadBalancerArn: Optional[String]
-    Type: Optional[TrafficMirrorTargetType]
-    Description: Optional[String]
-    OwnerId: Optional[String]
-    Tags: Optional[TagList]
-    GatewayLoadBalancerEndpointId: Optional[String]
+    TrafficMirrorTargetId: String | None
+    NetworkInterfaceId: String | None
+    NetworkLoadBalancerArn: String | None
+    Type: TrafficMirrorTargetType | None
+    Description: String | None
+    OwnerId: String | None
+    Tags: TagList | None
+    GatewayLoadBalancerEndpointId: String | None
 
 
 class CreateTrafficMirrorTargetResult(TypedDict, total=False):
-    TrafficMirrorTarget: Optional[TrafficMirrorTarget]
-    ClientToken: Optional[String]
+    TrafficMirrorTarget: TrafficMirrorTarget | None
+    ClientToken: String | None
 
 
-InsideCidrBlocksStringList = List[String]
+InsideCidrBlocksStringList = list[String]
 
 
 class TransitGatewayConnectRequestBgpOptions(TypedDict, total=False):
-    PeerAsn: Optional[Long]
+    PeerAsn: Long | None
 
 
 class CreateTransitGatewayConnectPeerRequest(ServiceRequest):
     TransitGatewayAttachmentId: TransitGatewayAttachmentId
-    TransitGatewayAddress: Optional[String]
+    TransitGatewayAddress: String | None
     PeerAddress: String
-    BgpOptions: Optional[TransitGatewayConnectRequestBgpOptions]
+    BgpOptions: TransitGatewayConnectRequestBgpOptions | None
     InsideCidrBlocks: InsideCidrBlocksStringList
-    TagSpecifications: Optional[TagSpecificationList]
-    DryRun: Optional[Boolean]
+    TagSpecifications: TagSpecificationList | None
+    DryRun: Boolean | None
 
 
 class TransitGatewayAttachmentBgpConfiguration(TypedDict, total=False):
-    TransitGatewayAsn: Optional[Long]
-    PeerAsn: Optional[Long]
-    TransitGatewayAddress: Optional[String]
-    PeerAddress: Optional[String]
-    BgpStatus: Optional[BgpStatus]
+    TransitGatewayAsn: Long | None
+    PeerAsn: Long | None
+    TransitGatewayAddress: String | None
+    PeerAddress: String | None
+    BgpStatus: BgpStatus | None
 
 
-TransitGatewayAttachmentBgpConfigurationList = List[TransitGatewayAttachmentBgpConfiguration]
+TransitGatewayAttachmentBgpConfigurationList = list[TransitGatewayAttachmentBgpConfiguration]
 
 
 class TransitGatewayConnectPeerConfiguration(TypedDict, total=False):
-    TransitGatewayAddress: Optional[String]
-    PeerAddress: Optional[String]
-    InsideCidrBlocks: Optional[InsideCidrBlocksStringList]
-    Protocol: Optional[ProtocolValue]
-    BgpConfigurations: Optional[TransitGatewayAttachmentBgpConfigurationList]
+    TransitGatewayAddress: String | None
+    PeerAddress: String | None
+    InsideCidrBlocks: InsideCidrBlocksStringList | None
+    Protocol: ProtocolValue | None
+    BgpConfigurations: TransitGatewayAttachmentBgpConfigurationList | None
 
 
 class TransitGatewayConnectPeer(TypedDict, total=False):
-    TransitGatewayAttachmentId: Optional[TransitGatewayAttachmentId]
-    TransitGatewayConnectPeerId: Optional[TransitGatewayConnectPeerId]
-    State: Optional[TransitGatewayConnectPeerState]
-    CreationTime: Optional[DateTime]
-    ConnectPeerConfiguration: Optional[TransitGatewayConnectPeerConfiguration]
-    Tags: Optional[TagList]
+    TransitGatewayAttachmentId: TransitGatewayAttachmentId | None
+    TransitGatewayConnectPeerId: TransitGatewayConnectPeerId | None
+    State: TransitGatewayConnectPeerState | None
+    CreationTime: DateTime | None
+    ConnectPeerConfiguration: TransitGatewayConnectPeerConfiguration | None
+    Tags: TagList | None
 
 
 class CreateTransitGatewayConnectPeerResult(TypedDict, total=False):
-    TransitGatewayConnectPeer: Optional[TransitGatewayConnectPeer]
+    TransitGatewayConnectPeer: TransitGatewayConnectPeer | None
 
 
 class CreateTransitGatewayConnectRequestOptions(TypedDict, total=False):
@@ -10148,64 +10174,64 @@ class CreateTransitGatewayConnectRequestOptions(TypedDict, total=False):
 class CreateTransitGatewayConnectRequest(ServiceRequest):
     TransportTransitGatewayAttachmentId: TransitGatewayAttachmentId
     Options: CreateTransitGatewayConnectRequestOptions
-    TagSpecifications: Optional[TagSpecificationList]
-    DryRun: Optional[Boolean]
+    TagSpecifications: TagSpecificationList | None
+    DryRun: Boolean | None
 
 
 class TransitGatewayConnectOptions(TypedDict, total=False):
-    Protocol: Optional[ProtocolValue]
+    Protocol: ProtocolValue | None
 
 
 class TransitGatewayConnect(TypedDict, total=False):
-    TransitGatewayAttachmentId: Optional[TransitGatewayAttachmentId]
-    TransportTransitGatewayAttachmentId: Optional[TransitGatewayAttachmentId]
-    TransitGatewayId: Optional[TransitGatewayId]
-    State: Optional[TransitGatewayAttachmentState]
-    CreationTime: Optional[DateTime]
-    Options: Optional[TransitGatewayConnectOptions]
-    Tags: Optional[TagList]
+    TransitGatewayAttachmentId: TransitGatewayAttachmentId | None
+    TransportTransitGatewayAttachmentId: TransitGatewayAttachmentId | None
+    TransitGatewayId: TransitGatewayId | None
+    State: TransitGatewayAttachmentState | None
+    CreationTime: DateTime | None
+    Options: TransitGatewayConnectOptions | None
+    Tags: TagList | None
 
 
 class CreateTransitGatewayConnectResult(TypedDict, total=False):
-    TransitGatewayConnect: Optional[TransitGatewayConnect]
+    TransitGatewayConnect: TransitGatewayConnect | None
 
 
 class CreateTransitGatewayMulticastDomainRequestOptions(TypedDict, total=False):
-    Igmpv2Support: Optional[Igmpv2SupportValue]
-    StaticSourcesSupport: Optional[StaticSourcesSupportValue]
-    AutoAcceptSharedAssociations: Optional[AutoAcceptSharedAssociationsValue]
+    Igmpv2Support: Igmpv2SupportValue | None
+    StaticSourcesSupport: StaticSourcesSupportValue | None
+    AutoAcceptSharedAssociations: AutoAcceptSharedAssociationsValue | None
 
 
 class CreateTransitGatewayMulticastDomainRequest(ServiceRequest):
     TransitGatewayId: TransitGatewayId
-    Options: Optional[CreateTransitGatewayMulticastDomainRequestOptions]
-    TagSpecifications: Optional[TagSpecificationList]
-    DryRun: Optional[Boolean]
+    Options: CreateTransitGatewayMulticastDomainRequestOptions | None
+    TagSpecifications: TagSpecificationList | None
+    DryRun: Boolean | None
 
 
 class TransitGatewayMulticastDomainOptions(TypedDict, total=False):
-    Igmpv2Support: Optional[Igmpv2SupportValue]
-    StaticSourcesSupport: Optional[StaticSourcesSupportValue]
-    AutoAcceptSharedAssociations: Optional[AutoAcceptSharedAssociationsValue]
+    Igmpv2Support: Igmpv2SupportValue | None
+    StaticSourcesSupport: StaticSourcesSupportValue | None
+    AutoAcceptSharedAssociations: AutoAcceptSharedAssociationsValue | None
 
 
 class TransitGatewayMulticastDomain(TypedDict, total=False):
-    TransitGatewayMulticastDomainId: Optional[String]
-    TransitGatewayId: Optional[String]
-    TransitGatewayMulticastDomainArn: Optional[String]
-    OwnerId: Optional[String]
-    Options: Optional[TransitGatewayMulticastDomainOptions]
-    State: Optional[TransitGatewayMulticastDomainState]
-    CreationTime: Optional[DateTime]
-    Tags: Optional[TagList]
+    TransitGatewayMulticastDomainId: String | None
+    TransitGatewayId: String | None
+    TransitGatewayMulticastDomainArn: String | None
+    OwnerId: String | None
+    Options: TransitGatewayMulticastDomainOptions | None
+    State: TransitGatewayMulticastDomainState | None
+    CreationTime: DateTime | None
+    Tags: TagList | None
 
 
 class CreateTransitGatewayMulticastDomainResult(TypedDict, total=False):
-    TransitGatewayMulticastDomain: Optional[TransitGatewayMulticastDomain]
+    TransitGatewayMulticastDomain: TransitGatewayMulticastDomain | None
 
 
 class CreateTransitGatewayPeeringAttachmentRequestOptions(TypedDict, total=False):
-    DynamicRouting: Optional[DynamicRoutingValue]
+    DynamicRouting: DynamicRoutingValue | None
 
 
 class CreateTransitGatewayPeeringAttachmentRequest(ServiceRequest):
@@ -10213,945 +10239,950 @@ class CreateTransitGatewayPeeringAttachmentRequest(ServiceRequest):
     PeerTransitGatewayId: TransitAssociationGatewayId
     PeerAccountId: String
     PeerRegion: String
-    Options: Optional[CreateTransitGatewayPeeringAttachmentRequestOptions]
-    TagSpecifications: Optional[TagSpecificationList]
-    DryRun: Optional[Boolean]
+    Options: CreateTransitGatewayPeeringAttachmentRequestOptions | None
+    TagSpecifications: TagSpecificationList | None
+    DryRun: Boolean | None
 
 
 class CreateTransitGatewayPeeringAttachmentResult(TypedDict, total=False):
-    TransitGatewayPeeringAttachment: Optional[TransitGatewayPeeringAttachment]
+    TransitGatewayPeeringAttachment: TransitGatewayPeeringAttachment | None
 
 
 class CreateTransitGatewayPolicyTableRequest(ServiceRequest):
     TransitGatewayId: TransitGatewayId
-    TagSpecifications: Optional[TagSpecificationList]
-    DryRun: Optional[Boolean]
+    TagSpecifications: TagSpecificationList | None
+    DryRun: Boolean | None
 
 
 class TransitGatewayPolicyTable(TypedDict, total=False):
-    TransitGatewayPolicyTableId: Optional[TransitGatewayPolicyTableId]
-    TransitGatewayId: Optional[TransitGatewayId]
-    State: Optional[TransitGatewayPolicyTableState]
-    CreationTime: Optional[DateTime]
-    Tags: Optional[TagList]
+    TransitGatewayPolicyTableId: TransitGatewayPolicyTableId | None
+    TransitGatewayId: TransitGatewayId | None
+    State: TransitGatewayPolicyTableState | None
+    CreationTime: DateTime | None
+    Tags: TagList | None
 
 
 class CreateTransitGatewayPolicyTableResult(TypedDict, total=False):
-    TransitGatewayPolicyTable: Optional[TransitGatewayPolicyTable]
+    TransitGatewayPolicyTable: TransitGatewayPolicyTable | None
 
 
 class CreateTransitGatewayPrefixListReferenceRequest(ServiceRequest):
     TransitGatewayRouteTableId: TransitGatewayRouteTableId
     PrefixListId: PrefixListResourceId
-    TransitGatewayAttachmentId: Optional[TransitGatewayAttachmentId]
-    Blackhole: Optional[Boolean]
-    DryRun: Optional[Boolean]
+    TransitGatewayAttachmentId: TransitGatewayAttachmentId | None
+    Blackhole: Boolean | None
+    DryRun: Boolean | None
 
 
 class TransitGatewayPrefixListAttachment(TypedDict, total=False):
-    TransitGatewayAttachmentId: Optional[TransitGatewayAttachmentId]
-    ResourceType: Optional[TransitGatewayAttachmentResourceType]
-    ResourceId: Optional[String]
+    TransitGatewayAttachmentId: TransitGatewayAttachmentId | None
+    ResourceType: TransitGatewayAttachmentResourceType | None
+    ResourceId: String | None
 
 
 class TransitGatewayPrefixListReference(TypedDict, total=False):
-    TransitGatewayRouteTableId: Optional[TransitGatewayRouteTableId]
-    PrefixListId: Optional[PrefixListResourceId]
-    PrefixListOwnerId: Optional[String]
-    State: Optional[TransitGatewayPrefixListReferenceState]
-    Blackhole: Optional[Boolean]
-    TransitGatewayAttachment: Optional[TransitGatewayPrefixListAttachment]
+    TransitGatewayRouteTableId: TransitGatewayRouteTableId | None
+    PrefixListId: PrefixListResourceId | None
+    PrefixListOwnerId: String | None
+    State: TransitGatewayPrefixListReferenceState | None
+    Blackhole: Boolean | None
+    TransitGatewayAttachment: TransitGatewayPrefixListAttachment | None
 
 
 class CreateTransitGatewayPrefixListReferenceResult(TypedDict, total=False):
-    TransitGatewayPrefixListReference: Optional[TransitGatewayPrefixListReference]
+    TransitGatewayPrefixListReference: TransitGatewayPrefixListReference | None
 
 
-TransitGatewayCidrBlockStringList = List[String]
+TransitGatewayCidrBlockStringList = list[String]
 
 
 class TransitGatewayRequestOptions(TypedDict, total=False):
-    AmazonSideAsn: Optional[Long]
-    AutoAcceptSharedAttachments: Optional[AutoAcceptSharedAttachmentsValue]
-    DefaultRouteTableAssociation: Optional[DefaultRouteTableAssociationValue]
-    DefaultRouteTablePropagation: Optional[DefaultRouteTablePropagationValue]
-    VpnEcmpSupport: Optional[VpnEcmpSupportValue]
-    DnsSupport: Optional[DnsSupportValue]
-    SecurityGroupReferencingSupport: Optional[SecurityGroupReferencingSupportValue]
-    MulticastSupport: Optional[MulticastSupportValue]
-    TransitGatewayCidrBlocks: Optional[TransitGatewayCidrBlockStringList]
+    AmazonSideAsn: Long | None
+    AutoAcceptSharedAttachments: AutoAcceptSharedAttachmentsValue | None
+    DefaultRouteTableAssociation: DefaultRouteTableAssociationValue | None
+    DefaultRouteTablePropagation: DefaultRouteTablePropagationValue | None
+    VpnEcmpSupport: VpnEcmpSupportValue | None
+    DnsSupport: DnsSupportValue | None
+    SecurityGroupReferencingSupport: SecurityGroupReferencingSupportValue | None
+    MulticastSupport: MulticastSupportValue | None
+    TransitGatewayCidrBlocks: TransitGatewayCidrBlockStringList | None
 
 
 class CreateTransitGatewayRequest(ServiceRequest):
-    Description: Optional[String]
-    Options: Optional[TransitGatewayRequestOptions]
-    TagSpecifications: Optional[TagSpecificationList]
-    DryRun: Optional[Boolean]
+    Description: String | None
+    Options: TransitGatewayRequestOptions | None
+    TagSpecifications: TagSpecificationList | None
+    DryRun: Boolean | None
 
 
 class TransitGatewayOptions(TypedDict, total=False):
-    AmazonSideAsn: Optional[Long]
-    TransitGatewayCidrBlocks: Optional[ValueStringList]
-    AutoAcceptSharedAttachments: Optional[AutoAcceptSharedAttachmentsValue]
-    DefaultRouteTableAssociation: Optional[DefaultRouteTableAssociationValue]
-    AssociationDefaultRouteTableId: Optional[String]
-    DefaultRouteTablePropagation: Optional[DefaultRouteTablePropagationValue]
-    PropagationDefaultRouteTableId: Optional[String]
-    VpnEcmpSupport: Optional[VpnEcmpSupportValue]
-    DnsSupport: Optional[DnsSupportValue]
-    SecurityGroupReferencingSupport: Optional[SecurityGroupReferencingSupportValue]
-    MulticastSupport: Optional[MulticastSupportValue]
+    AmazonSideAsn: Long | None
+    TransitGatewayCidrBlocks: ValueStringList | None
+    AutoAcceptSharedAttachments: AutoAcceptSharedAttachmentsValue | None
+    DefaultRouteTableAssociation: DefaultRouteTableAssociationValue | None
+    AssociationDefaultRouteTableId: String | None
+    DefaultRouteTablePropagation: DefaultRouteTablePropagationValue | None
+    PropagationDefaultRouteTableId: String | None
+    VpnEcmpSupport: VpnEcmpSupportValue | None
+    DnsSupport: DnsSupportValue | None
+    SecurityGroupReferencingSupport: SecurityGroupReferencingSupportValue | None
+    MulticastSupport: MulticastSupportValue | None
 
 
 class TransitGateway(TypedDict, total=False):
-    TransitGatewayId: Optional[String]
-    TransitGatewayArn: Optional[String]
-    State: Optional[TransitGatewayState]
-    OwnerId: Optional[String]
-    Description: Optional[String]
-    CreationTime: Optional[DateTime]
-    Options: Optional[TransitGatewayOptions]
-    Tags: Optional[TagList]
+    TransitGatewayId: String | None
+    TransitGatewayArn: String | None
+    State: TransitGatewayState | None
+    OwnerId: String | None
+    Description: String | None
+    CreationTime: DateTime | None
+    Options: TransitGatewayOptions | None
+    Tags: TagList | None
 
 
 class CreateTransitGatewayResult(TypedDict, total=False):
-    TransitGateway: Optional[TransitGateway]
+    TransitGateway: TransitGateway | None
 
 
 class CreateTransitGatewayRouteRequest(ServiceRequest):
     DestinationCidrBlock: String
     TransitGatewayRouteTableId: TransitGatewayRouteTableId
-    TransitGatewayAttachmentId: Optional[TransitGatewayAttachmentId]
-    Blackhole: Optional[Boolean]
-    DryRun: Optional[Boolean]
+    TransitGatewayAttachmentId: TransitGatewayAttachmentId | None
+    Blackhole: Boolean | None
+    DryRun: Boolean | None
 
 
 class TransitGatewayRouteAttachment(TypedDict, total=False):
-    ResourceId: Optional[String]
-    TransitGatewayAttachmentId: Optional[String]
-    ResourceType: Optional[TransitGatewayAttachmentResourceType]
+    ResourceId: String | None
+    TransitGatewayAttachmentId: String | None
+    ResourceType: TransitGatewayAttachmentResourceType | None
 
 
-TransitGatewayRouteAttachmentList = List[TransitGatewayRouteAttachment]
+TransitGatewayRouteAttachmentList = list[TransitGatewayRouteAttachment]
 
 
 class TransitGatewayRoute(TypedDict, total=False):
-    DestinationCidrBlock: Optional[String]
-    PrefixListId: Optional[PrefixListResourceId]
-    TransitGatewayRouteTableAnnouncementId: Optional[TransitGatewayRouteTableAnnouncementId]
-    TransitGatewayAttachments: Optional[TransitGatewayRouteAttachmentList]
-    Type: Optional[TransitGatewayRouteType]
-    State: Optional[TransitGatewayRouteState]
+    DestinationCidrBlock: String | None
+    PrefixListId: PrefixListResourceId | None
+    TransitGatewayRouteTableAnnouncementId: TransitGatewayRouteTableAnnouncementId | None
+    TransitGatewayAttachments: TransitGatewayRouteAttachmentList | None
+    Type: TransitGatewayRouteType | None
+    State: TransitGatewayRouteState | None
 
 
 class CreateTransitGatewayRouteResult(TypedDict, total=False):
-    Route: Optional[TransitGatewayRoute]
+    Route: TransitGatewayRoute | None
 
 
 class CreateTransitGatewayRouteTableAnnouncementRequest(ServiceRequest):
     TransitGatewayRouteTableId: TransitGatewayRouteTableId
     PeeringAttachmentId: TransitGatewayAttachmentId
-    TagSpecifications: Optional[TagSpecificationList]
-    DryRun: Optional[Boolean]
+    TagSpecifications: TagSpecificationList | None
+    DryRun: Boolean | None
 
 
 class TransitGatewayRouteTableAnnouncement(TypedDict, total=False):
-    TransitGatewayRouteTableAnnouncementId: Optional[TransitGatewayRouteTableAnnouncementId]
-    TransitGatewayId: Optional[TransitGatewayId]
-    CoreNetworkId: Optional[String]
-    PeerTransitGatewayId: Optional[TransitGatewayId]
-    PeerCoreNetworkId: Optional[String]
-    PeeringAttachmentId: Optional[TransitGatewayAttachmentId]
-    AnnouncementDirection: Optional[TransitGatewayRouteTableAnnouncementDirection]
-    TransitGatewayRouteTableId: Optional[TransitGatewayRouteTableId]
-    State: Optional[TransitGatewayRouteTableAnnouncementState]
-    CreationTime: Optional[DateTime]
-    Tags: Optional[TagList]
+    TransitGatewayRouteTableAnnouncementId: TransitGatewayRouteTableAnnouncementId | None
+    TransitGatewayId: TransitGatewayId | None
+    CoreNetworkId: String | None
+    PeerTransitGatewayId: TransitGatewayId | None
+    PeerCoreNetworkId: String | None
+    PeeringAttachmentId: TransitGatewayAttachmentId | None
+    AnnouncementDirection: TransitGatewayRouteTableAnnouncementDirection | None
+    TransitGatewayRouteTableId: TransitGatewayRouteTableId | None
+    State: TransitGatewayRouteTableAnnouncementState | None
+    CreationTime: DateTime | None
+    Tags: TagList | None
 
 
 class CreateTransitGatewayRouteTableAnnouncementResult(TypedDict, total=False):
-    TransitGatewayRouteTableAnnouncement: Optional[TransitGatewayRouteTableAnnouncement]
+    TransitGatewayRouteTableAnnouncement: TransitGatewayRouteTableAnnouncement | None
 
 
 class CreateTransitGatewayRouteTableRequest(ServiceRequest):
     TransitGatewayId: TransitGatewayId
-    TagSpecifications: Optional[TagSpecificationList]
-    DryRun: Optional[Boolean]
+    TagSpecifications: TagSpecificationList | None
+    DryRun: Boolean | None
 
 
 class TransitGatewayRouteTable(TypedDict, total=False):
-    TransitGatewayRouteTableId: Optional[String]
-    TransitGatewayId: Optional[String]
-    State: Optional[TransitGatewayRouteTableState]
-    DefaultAssociationRouteTable: Optional[Boolean]
-    DefaultPropagationRouteTable: Optional[Boolean]
-    CreationTime: Optional[DateTime]
-    Tags: Optional[TagList]
+    TransitGatewayRouteTableId: String | None
+    TransitGatewayId: String | None
+    State: TransitGatewayRouteTableState | None
+    DefaultAssociationRouteTable: Boolean | None
+    DefaultPropagationRouteTable: Boolean | None
+    CreationTime: DateTime | None
+    Tags: TagList | None
 
 
 class CreateTransitGatewayRouteTableResult(TypedDict, total=False):
-    TransitGatewayRouteTable: Optional[TransitGatewayRouteTable]
+    TransitGatewayRouteTable: TransitGatewayRouteTable | None
 
 
 class CreateTransitGatewayVpcAttachmentRequestOptions(TypedDict, total=False):
-    DnsSupport: Optional[DnsSupportValue]
-    SecurityGroupReferencingSupport: Optional[SecurityGroupReferencingSupportValue]
-    Ipv6Support: Optional[Ipv6SupportValue]
-    ApplianceModeSupport: Optional[ApplianceModeSupportValue]
+    DnsSupport: DnsSupportValue | None
+    SecurityGroupReferencingSupport: SecurityGroupReferencingSupportValue | None
+    Ipv6Support: Ipv6SupportValue | None
+    ApplianceModeSupport: ApplianceModeSupportValue | None
 
 
 class CreateTransitGatewayVpcAttachmentRequest(ServiceRequest):
     TransitGatewayId: TransitGatewayId
     VpcId: VpcId
     SubnetIds: TransitGatewaySubnetIdList
-    Options: Optional[CreateTransitGatewayVpcAttachmentRequestOptions]
-    TagSpecifications: Optional[TagSpecificationList]
-    DryRun: Optional[Boolean]
+    Options: CreateTransitGatewayVpcAttachmentRequestOptions | None
+    TagSpecifications: TagSpecificationList | None
+    DryRun: Boolean | None
 
 
 class CreateTransitGatewayVpcAttachmentResult(TypedDict, total=False):
-    TransitGatewayVpcAttachment: Optional[TransitGatewayVpcAttachment]
+    TransitGatewayVpcAttachment: TransitGatewayVpcAttachment | None
 
 
 class CreateVerifiedAccessEndpointPortRange(TypedDict, total=False):
-    FromPort: Optional[VerifiedAccessEndpointPortNumber]
-    ToPort: Optional[VerifiedAccessEndpointPortNumber]
+    FromPort: VerifiedAccessEndpointPortNumber | None
+    ToPort: VerifiedAccessEndpointPortNumber | None
 
 
-CreateVerifiedAccessEndpointPortRangeList = List[CreateVerifiedAccessEndpointPortRange]
-CreateVerifiedAccessEndpointSubnetIdList = List[SubnetId]
+CreateVerifiedAccessEndpointPortRangeList = list[CreateVerifiedAccessEndpointPortRange]
+CreateVerifiedAccessEndpointSubnetIdList = list[SubnetId]
 
 
 class CreateVerifiedAccessEndpointCidrOptions(TypedDict, total=False):
-    Protocol: Optional[VerifiedAccessEndpointProtocol]
-    SubnetIds: Optional[CreateVerifiedAccessEndpointSubnetIdList]
-    Cidr: Optional[String]
-    PortRanges: Optional[CreateVerifiedAccessEndpointPortRangeList]
+    Protocol: VerifiedAccessEndpointProtocol | None
+    SubnetIds: CreateVerifiedAccessEndpointSubnetIdList | None
+    Cidr: String | None
+    PortRanges: CreateVerifiedAccessEndpointPortRangeList | None
 
 
 class CreateVerifiedAccessEndpointEniOptions(TypedDict, total=False):
-    NetworkInterfaceId: Optional[NetworkInterfaceId]
-    Protocol: Optional[VerifiedAccessEndpointProtocol]
-    Port: Optional[VerifiedAccessEndpointPortNumber]
-    PortRanges: Optional[CreateVerifiedAccessEndpointPortRangeList]
+    NetworkInterfaceId: NetworkInterfaceId | None
+    Protocol: VerifiedAccessEndpointProtocol | None
+    Port: VerifiedAccessEndpointPortNumber | None
+    PortRanges: CreateVerifiedAccessEndpointPortRangeList | None
 
 
 class CreateVerifiedAccessEndpointLoadBalancerOptions(TypedDict, total=False):
-    Protocol: Optional[VerifiedAccessEndpointProtocol]
-    Port: Optional[VerifiedAccessEndpointPortNumber]
-    LoadBalancerArn: Optional[LoadBalancerArn]
-    SubnetIds: Optional[CreateVerifiedAccessEndpointSubnetIdList]
-    PortRanges: Optional[CreateVerifiedAccessEndpointPortRangeList]
+    Protocol: VerifiedAccessEndpointProtocol | None
+    Port: VerifiedAccessEndpointPortNumber | None
+    LoadBalancerArn: LoadBalancerArn | None
+    SubnetIds: CreateVerifiedAccessEndpointSubnetIdList | None
+    PortRanges: CreateVerifiedAccessEndpointPortRangeList | None
 
 
 class CreateVerifiedAccessEndpointRdsOptions(TypedDict, total=False):
-    Protocol: Optional[VerifiedAccessEndpointProtocol]
-    Port: Optional[VerifiedAccessEndpointPortNumber]
-    RdsDbInstanceArn: Optional[RdsDbInstanceArn]
-    RdsDbClusterArn: Optional[RdsDbClusterArn]
-    RdsDbProxyArn: Optional[RdsDbProxyArn]
-    RdsEndpoint: Optional[String]
-    SubnetIds: Optional[CreateVerifiedAccessEndpointSubnetIdList]
+    Protocol: VerifiedAccessEndpointProtocol | None
+    Port: VerifiedAccessEndpointPortNumber | None
+    RdsDbInstanceArn: RdsDbInstanceArn | None
+    RdsDbClusterArn: RdsDbClusterArn | None
+    RdsDbProxyArn: RdsDbProxyArn | None
+    RdsEndpoint: String | None
+    SubnetIds: CreateVerifiedAccessEndpointSubnetIdList | None
 
 
 class VerifiedAccessSseSpecificationRequest(TypedDict, total=False):
-    CustomerManagedKeyEnabled: Optional[Boolean]
-    KmsKeyArn: Optional[KmsKeyArn]
+    CustomerManagedKeyEnabled: Boolean | None
+    KmsKeyArn: KmsKeyArn | None
 
 
-SecurityGroupIdList = List[SecurityGroupId]
+SecurityGroupIdList = list[SecurityGroupId]
 
 
 class CreateVerifiedAccessEndpointRequest(ServiceRequest):
     VerifiedAccessGroupId: VerifiedAccessGroupId
     EndpointType: VerifiedAccessEndpointType
     AttachmentType: VerifiedAccessEndpointAttachmentType
-    DomainCertificateArn: Optional[CertificateArn]
-    ApplicationDomain: Optional[String]
-    EndpointDomainPrefix: Optional[String]
-    SecurityGroupIds: Optional[SecurityGroupIdList]
-    LoadBalancerOptions: Optional[CreateVerifiedAccessEndpointLoadBalancerOptions]
-    NetworkInterfaceOptions: Optional[CreateVerifiedAccessEndpointEniOptions]
-    Description: Optional[String]
-    PolicyDocument: Optional[String]
-    TagSpecifications: Optional[TagSpecificationList]
-    ClientToken: Optional[String]
-    DryRun: Optional[Boolean]
-    SseSpecification: Optional[VerifiedAccessSseSpecificationRequest]
-    RdsOptions: Optional[CreateVerifiedAccessEndpointRdsOptions]
-    CidrOptions: Optional[CreateVerifiedAccessEndpointCidrOptions]
+    DomainCertificateArn: CertificateArn | None
+    ApplicationDomain: String | None
+    EndpointDomainPrefix: String | None
+    SecurityGroupIds: SecurityGroupIdList | None
+    LoadBalancerOptions: CreateVerifiedAccessEndpointLoadBalancerOptions | None
+    NetworkInterfaceOptions: CreateVerifiedAccessEndpointEniOptions | None
+    Description: String | None
+    PolicyDocument: String | None
+    TagSpecifications: TagSpecificationList | None
+    ClientToken: String | None
+    DryRun: Boolean | None
+    SseSpecification: VerifiedAccessSseSpecificationRequest | None
+    RdsOptions: CreateVerifiedAccessEndpointRdsOptions | None
+    CidrOptions: CreateVerifiedAccessEndpointCidrOptions | None
 
 
-VerifiedAccessEndpointSubnetIdList = List[SubnetId]
+VerifiedAccessEndpointSubnetIdList = list[SubnetId]
 
 
 class VerifiedAccessEndpointPortRange(TypedDict, total=False):
-    FromPort: Optional[VerifiedAccessEndpointPortNumber]
-    ToPort: Optional[VerifiedAccessEndpointPortNumber]
+    FromPort: VerifiedAccessEndpointPortNumber | None
+    ToPort: VerifiedAccessEndpointPortNumber | None
 
 
-VerifiedAccessEndpointPortRangeList = List[VerifiedAccessEndpointPortRange]
+VerifiedAccessEndpointPortRangeList = list[VerifiedAccessEndpointPortRange]
 
 
 class VerifiedAccessEndpointCidrOptions(TypedDict, total=False):
-    Cidr: Optional[String]
-    PortRanges: Optional[VerifiedAccessEndpointPortRangeList]
-    Protocol: Optional[VerifiedAccessEndpointProtocol]
-    SubnetIds: Optional[VerifiedAccessEndpointSubnetIdList]
+    Cidr: String | None
+    PortRanges: VerifiedAccessEndpointPortRangeList | None
+    Protocol: VerifiedAccessEndpointProtocol | None
+    SubnetIds: VerifiedAccessEndpointSubnetIdList | None
 
 
 class VerifiedAccessEndpointRdsOptions(TypedDict, total=False):
-    Protocol: Optional[VerifiedAccessEndpointProtocol]
-    Port: Optional[VerifiedAccessEndpointPortNumber]
-    RdsDbInstanceArn: Optional[String]
-    RdsDbClusterArn: Optional[String]
-    RdsDbProxyArn: Optional[String]
-    RdsEndpoint: Optional[String]
-    SubnetIds: Optional[VerifiedAccessEndpointSubnetIdList]
+    Protocol: VerifiedAccessEndpointProtocol | None
+    Port: VerifiedAccessEndpointPortNumber | None
+    RdsDbInstanceArn: String | None
+    RdsDbClusterArn: String | None
+    RdsDbProxyArn: String | None
+    RdsEndpoint: String | None
+    SubnetIds: VerifiedAccessEndpointSubnetIdList | None
 
 
 class VerifiedAccessEndpointStatus(TypedDict, total=False):
-    Code: Optional[VerifiedAccessEndpointStatusCode]
-    Message: Optional[String]
+    Code: VerifiedAccessEndpointStatusCode | None
+    Message: String | None
 
 
 class VerifiedAccessEndpointEniOptions(TypedDict, total=False):
-    NetworkInterfaceId: Optional[NetworkInterfaceId]
-    Protocol: Optional[VerifiedAccessEndpointProtocol]
-    Port: Optional[VerifiedAccessEndpointPortNumber]
-    PortRanges: Optional[VerifiedAccessEndpointPortRangeList]
+    NetworkInterfaceId: NetworkInterfaceId | None
+    Protocol: VerifiedAccessEndpointProtocol | None
+    Port: VerifiedAccessEndpointPortNumber | None
+    PortRanges: VerifiedAccessEndpointPortRangeList | None
 
 
 class VerifiedAccessEndpointLoadBalancerOptions(TypedDict, total=False):
-    Protocol: Optional[VerifiedAccessEndpointProtocol]
-    Port: Optional[VerifiedAccessEndpointPortNumber]
-    LoadBalancerArn: Optional[String]
-    SubnetIds: Optional[VerifiedAccessEndpointSubnetIdList]
-    PortRanges: Optional[VerifiedAccessEndpointPortRangeList]
+    Protocol: VerifiedAccessEndpointProtocol | None
+    Port: VerifiedAccessEndpointPortNumber | None
+    LoadBalancerArn: String | None
+    SubnetIds: VerifiedAccessEndpointSubnetIdList | None
+    PortRanges: VerifiedAccessEndpointPortRangeList | None
 
 
 class VerifiedAccessEndpoint(TypedDict, total=False):
-    VerifiedAccessInstanceId: Optional[String]
-    VerifiedAccessGroupId: Optional[String]
-    VerifiedAccessEndpointId: Optional[String]
-    ApplicationDomain: Optional[String]
-    EndpointType: Optional[VerifiedAccessEndpointType]
-    AttachmentType: Optional[VerifiedAccessEndpointAttachmentType]
-    DomainCertificateArn: Optional[String]
-    EndpointDomain: Optional[String]
-    DeviceValidationDomain: Optional[String]
-    SecurityGroupIds: Optional[SecurityGroupIdList]
-    LoadBalancerOptions: Optional[VerifiedAccessEndpointLoadBalancerOptions]
-    NetworkInterfaceOptions: Optional[VerifiedAccessEndpointEniOptions]
-    Status: Optional[VerifiedAccessEndpointStatus]
-    Description: Optional[String]
-    CreationTime: Optional[String]
-    LastUpdatedTime: Optional[String]
-    DeletionTime: Optional[String]
-    Tags: Optional[TagList]
-    SseSpecification: Optional[VerifiedAccessSseSpecificationResponse]
-    RdsOptions: Optional[VerifiedAccessEndpointRdsOptions]
-    CidrOptions: Optional[VerifiedAccessEndpointCidrOptions]
+    VerifiedAccessInstanceId: String | None
+    VerifiedAccessGroupId: String | None
+    VerifiedAccessEndpointId: String | None
+    ApplicationDomain: String | None
+    EndpointType: VerifiedAccessEndpointType | None
+    AttachmentType: VerifiedAccessEndpointAttachmentType | None
+    DomainCertificateArn: String | None
+    EndpointDomain: String | None
+    DeviceValidationDomain: String | None
+    SecurityGroupIds: SecurityGroupIdList | None
+    LoadBalancerOptions: VerifiedAccessEndpointLoadBalancerOptions | None
+    NetworkInterfaceOptions: VerifiedAccessEndpointEniOptions | None
+    Status: VerifiedAccessEndpointStatus | None
+    Description: String | None
+    CreationTime: String | None
+    LastUpdatedTime: String | None
+    DeletionTime: String | None
+    Tags: TagList | None
+    SseSpecification: VerifiedAccessSseSpecificationResponse | None
+    RdsOptions: VerifiedAccessEndpointRdsOptions | None
+    CidrOptions: VerifiedAccessEndpointCidrOptions | None
 
 
 class CreateVerifiedAccessEndpointResult(TypedDict, total=False):
-    VerifiedAccessEndpoint: Optional[VerifiedAccessEndpoint]
+    VerifiedAccessEndpoint: VerifiedAccessEndpoint | None
 
 
 class CreateVerifiedAccessGroupRequest(ServiceRequest):
     VerifiedAccessInstanceId: VerifiedAccessInstanceId
-    Description: Optional[String]
-    PolicyDocument: Optional[String]
-    TagSpecifications: Optional[TagSpecificationList]
-    ClientToken: Optional[String]
-    DryRun: Optional[Boolean]
-    SseSpecification: Optional[VerifiedAccessSseSpecificationRequest]
+    Description: String | None
+    PolicyDocument: String | None
+    TagSpecifications: TagSpecificationList | None
+    ClientToken: String | None
+    DryRun: Boolean | None
+    SseSpecification: VerifiedAccessSseSpecificationRequest | None
 
 
 class VerifiedAccessGroup(TypedDict, total=False):
-    VerifiedAccessGroupId: Optional[String]
-    VerifiedAccessInstanceId: Optional[String]
-    Description: Optional[String]
-    Owner: Optional[String]
-    VerifiedAccessGroupArn: Optional[String]
-    CreationTime: Optional[String]
-    LastUpdatedTime: Optional[String]
-    DeletionTime: Optional[String]
-    Tags: Optional[TagList]
-    SseSpecification: Optional[VerifiedAccessSseSpecificationResponse]
+    VerifiedAccessGroupId: String | None
+    VerifiedAccessInstanceId: String | None
+    Description: String | None
+    Owner: String | None
+    VerifiedAccessGroupArn: String | None
+    CreationTime: String | None
+    LastUpdatedTime: String | None
+    DeletionTime: String | None
+    Tags: TagList | None
+    SseSpecification: VerifiedAccessSseSpecificationResponse | None
 
 
 class CreateVerifiedAccessGroupResult(TypedDict, total=False):
-    VerifiedAccessGroup: Optional[VerifiedAccessGroup]
+    VerifiedAccessGroup: VerifiedAccessGroup | None
 
 
 class CreateVerifiedAccessInstanceRequest(ServiceRequest):
-    Description: Optional[String]
-    TagSpecifications: Optional[TagSpecificationList]
-    ClientToken: Optional[String]
-    DryRun: Optional[Boolean]
-    FIPSEnabled: Optional[Boolean]
-    CidrEndpointsCustomSubDomain: Optional[String]
+    Description: String | None
+    TagSpecifications: TagSpecificationList | None
+    ClientToken: String | None
+    DryRun: Boolean | None
+    FIPSEnabled: Boolean | None
+    CidrEndpointsCustomSubDomain: String | None
 
 
 class CreateVerifiedAccessInstanceResult(TypedDict, total=False):
-    VerifiedAccessInstance: Optional[VerifiedAccessInstance]
+    VerifiedAccessInstance: VerifiedAccessInstance | None
 
 
 class CreateVerifiedAccessNativeApplicationOidcOptions(TypedDict, total=False):
-    PublicSigningKeyEndpoint: Optional[String]
-    Issuer: Optional[String]
-    AuthorizationEndpoint: Optional[String]
-    TokenEndpoint: Optional[String]
-    UserInfoEndpoint: Optional[String]
-    ClientId: Optional[String]
-    ClientSecret: Optional[ClientSecretType]
-    Scope: Optional[String]
+    PublicSigningKeyEndpoint: String | None
+    Issuer: String | None
+    AuthorizationEndpoint: String | None
+    TokenEndpoint: String | None
+    UserInfoEndpoint: String | None
+    ClientId: String | None
+    ClientSecret: ClientSecretType | None
+    Scope: String | None
 
 
 class CreateVerifiedAccessTrustProviderDeviceOptions(TypedDict, total=False):
-    TenantId: Optional[String]
-    PublicSigningKeyUrl: Optional[String]
+    TenantId: String | None
+    PublicSigningKeyUrl: String | None
 
 
 class CreateVerifiedAccessTrustProviderOidcOptions(TypedDict, total=False):
-    Issuer: Optional[String]
-    AuthorizationEndpoint: Optional[String]
-    TokenEndpoint: Optional[String]
-    UserInfoEndpoint: Optional[String]
-    ClientId: Optional[String]
-    ClientSecret: Optional[ClientSecretType]
-    Scope: Optional[String]
+    Issuer: String | None
+    AuthorizationEndpoint: String | None
+    TokenEndpoint: String | None
+    UserInfoEndpoint: String | None
+    ClientId: String | None
+    ClientSecret: ClientSecretType | None
+    Scope: String | None
 
 
 class CreateVerifiedAccessTrustProviderRequest(ServiceRequest):
     TrustProviderType: TrustProviderType
-    UserTrustProviderType: Optional[UserTrustProviderType]
-    DeviceTrustProviderType: Optional[DeviceTrustProviderType]
-    OidcOptions: Optional[CreateVerifiedAccessTrustProviderOidcOptions]
-    DeviceOptions: Optional[CreateVerifiedAccessTrustProviderDeviceOptions]
+    UserTrustProviderType: UserTrustProviderType | None
+    DeviceTrustProviderType: DeviceTrustProviderType | None
+    OidcOptions: CreateVerifiedAccessTrustProviderOidcOptions | None
+    DeviceOptions: CreateVerifiedAccessTrustProviderDeviceOptions | None
     PolicyReferenceName: String
-    Description: Optional[String]
-    TagSpecifications: Optional[TagSpecificationList]
-    ClientToken: Optional[String]
-    DryRun: Optional[Boolean]
-    SseSpecification: Optional[VerifiedAccessSseSpecificationRequest]
-    NativeApplicationOidcOptions: Optional[CreateVerifiedAccessNativeApplicationOidcOptions]
+    Description: String | None
+    TagSpecifications: TagSpecificationList | None
+    ClientToken: String | None
+    DryRun: Boolean | None
+    SseSpecification: VerifiedAccessSseSpecificationRequest | None
+    NativeApplicationOidcOptions: CreateVerifiedAccessNativeApplicationOidcOptions | None
 
 
 class CreateVerifiedAccessTrustProviderResult(TypedDict, total=False):
-    VerifiedAccessTrustProvider: Optional[VerifiedAccessTrustProvider]
+    VerifiedAccessTrustProvider: VerifiedAccessTrustProvider | None
 
 
 class CreateVolumePermission(TypedDict, total=False):
-    UserId: Optional[String]
-    Group: Optional[PermissionGroup]
+    UserId: String | None
+    Group: PermissionGroup | None
 
 
-CreateVolumePermissionList = List[CreateVolumePermission]
+CreateVolumePermissionList = list[CreateVolumePermission]
 
 
 class CreateVolumePermissionModifications(TypedDict, total=False):
-    Add: Optional[CreateVolumePermissionList]
-    Remove: Optional[CreateVolumePermissionList]
+    Add: CreateVolumePermissionList | None
+    Remove: CreateVolumePermissionList | None
 
 
 class CreateVolumeRequest(ServiceRequest):
-    AvailabilityZone: Optional[AvailabilityZoneName]
-    AvailabilityZoneId: Optional[AvailabilityZoneId]
-    Encrypted: Optional[Boolean]
-    Iops: Optional[Integer]
-    KmsKeyId: Optional[KmsKeyId]
-    OutpostArn: Optional[String]
-    Size: Optional[Integer]
-    SnapshotId: Optional[SnapshotId]
-    VolumeType: Optional[VolumeType]
-    TagSpecifications: Optional[TagSpecificationList]
-    MultiAttachEnabled: Optional[Boolean]
-    Throughput: Optional[Integer]
-    ClientToken: Optional[String]
-    VolumeInitializationRate: Optional[Integer]
-    Operator: Optional[OperatorRequest]
-    DryRun: Optional[Boolean]
+    AvailabilityZone: AvailabilityZoneName | None
+    AvailabilityZoneId: AvailabilityZoneId | None
+    Encrypted: Boolean | None
+    Iops: Integer | None
+    KmsKeyId: KmsKeyId | None
+    OutpostArn: String | None
+    Size: Integer | None
+    SnapshotId: SnapshotId | None
+    VolumeType: VolumeType | None
+    TagSpecifications: TagSpecificationList | None
+    MultiAttachEnabled: Boolean | None
+    Throughput: Integer | None
+    ClientToken: String | None
+    VolumeInitializationRate: Integer | None
+    Operator: OperatorRequest | None
+    DryRun: Boolean | None
 
 
 class CreateVpcBlockPublicAccessExclusionRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    SubnetId: Optional[SubnetId]
-    VpcId: Optional[VpcId]
+    DryRun: Boolean | None
+    SubnetId: SubnetId | None
+    VpcId: VpcId | None
     InternetGatewayExclusionMode: InternetGatewayExclusionMode
-    TagSpecifications: Optional[TagSpecificationList]
+    TagSpecifications: TagSpecificationList | None
 
 
 class VpcBlockPublicAccessExclusion(TypedDict, total=False):
-    ExclusionId: Optional[VpcBlockPublicAccessExclusionId]
-    InternetGatewayExclusionMode: Optional[InternetGatewayExclusionMode]
-    ResourceArn: Optional[ResourceArn]
-    State: Optional[VpcBlockPublicAccessExclusionState]
-    Reason: Optional[String]
-    CreationTimestamp: Optional[MillisecondDateTime]
-    LastUpdateTimestamp: Optional[MillisecondDateTime]
-    DeletionTimestamp: Optional[MillisecondDateTime]
-    Tags: Optional[TagList]
+    ExclusionId: VpcBlockPublicAccessExclusionId | None
+    InternetGatewayExclusionMode: InternetGatewayExclusionMode | None
+    ResourceArn: ResourceArn | None
+    State: VpcBlockPublicAccessExclusionState | None
+    Reason: String | None
+    CreationTimestamp: MillisecondDateTime | None
+    LastUpdateTimestamp: MillisecondDateTime | None
+    DeletionTimestamp: MillisecondDateTime | None
+    Tags: TagList | None
 
 
 class CreateVpcBlockPublicAccessExclusionResult(TypedDict, total=False):
-    VpcBlockPublicAccessExclusion: Optional[VpcBlockPublicAccessExclusion]
+    VpcBlockPublicAccessExclusion: VpcBlockPublicAccessExclusion | None
 
 
 class CreateVpcEndpointConnectionNotificationRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    ServiceId: Optional[VpcEndpointServiceId]
-    VpcEndpointId: Optional[VpcEndpointId]
+    DryRun: Boolean | None
+    ServiceId: VpcEndpointServiceId | None
+    VpcEndpointId: VpcEndpointId | None
     ConnectionNotificationArn: String
     ConnectionEvents: ValueStringList
-    ClientToken: Optional[String]
+    ClientToken: String | None
 
 
 class CreateVpcEndpointConnectionNotificationResult(TypedDict, total=False):
-    ConnectionNotification: Optional[ConnectionNotification]
-    ClientToken: Optional[String]
+    ConnectionNotification: ConnectionNotification | None
+    ClientToken: String | None
 
 
 class SubnetConfiguration(TypedDict, total=False):
-    SubnetId: Optional[SubnetId]
-    Ipv4: Optional[String]
-    Ipv6: Optional[String]
+    SubnetId: SubnetId | None
+    Ipv4: String | None
+    Ipv6: String | None
 
 
-SubnetConfigurationsList = List[SubnetConfiguration]
+SubnetConfigurationsList = list[SubnetConfiguration]
+PrivateDnsSpecifiedDomainSet = list[String]
 
 
 class DnsOptionsSpecification(TypedDict, total=False):
-    DnsRecordIpType: Optional[DnsRecordIpType]
-    PrivateDnsOnlyForInboundResolverEndpoint: Optional[Boolean]
+    DnsRecordIpType: DnsRecordIpType | None
+    PrivateDnsOnlyForInboundResolverEndpoint: Boolean | None
+    PrivateDnsPreference: String | None
+    PrivateDnsSpecifiedDomains: PrivateDnsSpecifiedDomainSet | None
 
 
-VpcEndpointSecurityGroupIdList = List[SecurityGroupId]
-VpcEndpointSubnetIdList = List[SubnetId]
-VpcEndpointRouteTableIdList = List[RouteTableId]
+VpcEndpointSecurityGroupIdList = list[SecurityGroupId]
+VpcEndpointSubnetIdList = list[SubnetId]
+VpcEndpointRouteTableIdList = list[RouteTableId]
 
 
 class CreateVpcEndpointRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    VpcEndpointType: Optional[VpcEndpointType]
+    DryRun: Boolean | None
+    VpcEndpointType: VpcEndpointType | None
     VpcId: VpcId
-    ServiceName: Optional[String]
-    PolicyDocument: Optional[String]
-    RouteTableIds: Optional[VpcEndpointRouteTableIdList]
-    SubnetIds: Optional[VpcEndpointSubnetIdList]
-    SecurityGroupIds: Optional[VpcEndpointSecurityGroupIdList]
-    IpAddressType: Optional[IpAddressType]
-    DnsOptions: Optional[DnsOptionsSpecification]
-    ClientToken: Optional[String]
-    PrivateDnsEnabled: Optional[Boolean]
-    TagSpecifications: Optional[TagSpecificationList]
-    SubnetConfigurations: Optional[SubnetConfigurationsList]
-    ServiceNetworkArn: Optional[ServiceNetworkArn]
-    ResourceConfigurationArn: Optional[ResourceConfigurationArn]
-    ServiceRegion: Optional[String]
+    ServiceName: String | None
+    PolicyDocument: String | None
+    RouteTableIds: VpcEndpointRouteTableIdList | None
+    SubnetIds: VpcEndpointSubnetIdList | None
+    SecurityGroupIds: VpcEndpointSecurityGroupIdList | None
+    IpAddressType: IpAddressType | None
+    DnsOptions: DnsOptionsSpecification | None
+    ClientToken: String | None
+    PrivateDnsEnabled: Boolean | None
+    TagSpecifications: TagSpecificationList | None
+    SubnetConfigurations: SubnetConfigurationsList | None
+    ServiceNetworkArn: ServiceNetworkArn | None
+    ResourceConfigurationArn: ResourceConfigurationArn | None
+    ServiceRegion: String | None
 
 
 class SubnetIpPrefixes(TypedDict, total=False):
-    SubnetId: Optional[String]
-    IpPrefixes: Optional[ValueStringList]
+    SubnetId: String | None
+    IpPrefixes: ValueStringList | None
 
 
-SubnetIpPrefixesList = List[SubnetIpPrefixes]
+SubnetIpPrefixesList = list[SubnetIpPrefixes]
 
 
 class LastError(TypedDict, total=False):
-    Message: Optional[String]
-    Code: Optional[String]
+    Message: String | None
+    Code: String | None
 
 
 class DnsEntry(TypedDict, total=False):
-    DnsName: Optional[String]
-    HostedZoneId: Optional[String]
+    DnsName: String | None
+    HostedZoneId: String | None
 
 
-DnsEntrySet = List[DnsEntry]
+DnsEntrySet = list[DnsEntry]
 
 
 class DnsOptions(TypedDict, total=False):
-    DnsRecordIpType: Optional[DnsRecordIpType]
-    PrivateDnsOnlyForInboundResolverEndpoint: Optional[Boolean]
+    DnsRecordIpType: DnsRecordIpType | None
+    PrivateDnsOnlyForInboundResolverEndpoint: Boolean | None
+    PrivateDnsPreference: String | None
+    PrivateDnsSpecifiedDomains: PrivateDnsSpecifiedDomainSet | None
 
 
 class SecurityGroupIdentifier(TypedDict, total=False):
-    GroupId: Optional[String]
-    GroupName: Optional[String]
+    GroupId: String | None
+    GroupName: String | None
 
 
-GroupIdentifierSet = List[SecurityGroupIdentifier]
+GroupIdentifierSet = list[SecurityGroupIdentifier]
 
 
 class VpcEndpoint(TypedDict, total=False):
-    VpcEndpointId: Optional[String]
-    VpcEndpointType: Optional[VpcEndpointType]
-    VpcId: Optional[String]
-    ServiceName: Optional[String]
-    State: Optional[State]
-    PolicyDocument: Optional[String]
-    RouteTableIds: Optional[ValueStringList]
-    SubnetIds: Optional[ValueStringList]
-    Groups: Optional[GroupIdentifierSet]
-    IpAddressType: Optional[IpAddressType]
-    DnsOptions: Optional[DnsOptions]
-    PrivateDnsEnabled: Optional[Boolean]
-    RequesterManaged: Optional[Boolean]
-    NetworkInterfaceIds: Optional[ValueStringList]
-    DnsEntries: Optional[DnsEntrySet]
-    CreationTimestamp: Optional[MillisecondDateTime]
-    Tags: Optional[TagList]
-    OwnerId: Optional[String]
-    LastError: Optional[LastError]
-    Ipv4Prefixes: Optional[SubnetIpPrefixesList]
-    Ipv6Prefixes: Optional[SubnetIpPrefixesList]
-    FailureReason: Optional[String]
-    ServiceNetworkArn: Optional[ServiceNetworkArn]
-    ResourceConfigurationArn: Optional[ResourceConfigurationArn]
-    ServiceRegion: Optional[String]
+    VpcEndpointId: String | None
+    VpcEndpointType: VpcEndpointType | None
+    VpcId: String | None
+    ServiceName: String | None
+    State: State | None
+    PolicyDocument: String | None
+    RouteTableIds: ValueStringList | None
+    SubnetIds: ValueStringList | None
+    Groups: GroupIdentifierSet | None
+    IpAddressType: IpAddressType | None
+    DnsOptions: DnsOptions | None
+    PrivateDnsEnabled: Boolean | None
+    RequesterManaged: Boolean | None
+    NetworkInterfaceIds: ValueStringList | None
+    DnsEntries: DnsEntrySet | None
+    CreationTimestamp: MillisecondDateTime | None
+    Tags: TagList | None
+    OwnerId: String | None
+    LastError: LastError | None
+    Ipv4Prefixes: SubnetIpPrefixesList | None
+    Ipv6Prefixes: SubnetIpPrefixesList | None
+    FailureReason: String | None
+    ServiceNetworkArn: ServiceNetworkArn | None
+    ResourceConfigurationArn: ResourceConfigurationArn | None
+    ServiceRegion: String | None
 
 
 class CreateVpcEndpointResult(TypedDict, total=False):
-    VpcEndpoint: Optional[VpcEndpoint]
-    ClientToken: Optional[String]
+    VpcEndpoint: VpcEndpoint | None
+    ClientToken: String | None
 
 
 class CreateVpcEndpointServiceConfigurationRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    AcceptanceRequired: Optional[Boolean]
-    PrivateDnsName: Optional[String]
-    NetworkLoadBalancerArns: Optional[ValueStringList]
-    GatewayLoadBalancerArns: Optional[ValueStringList]
-    SupportedIpAddressTypes: Optional[ValueStringList]
-    SupportedRegions: Optional[ValueStringList]
-    ClientToken: Optional[String]
-    TagSpecifications: Optional[TagSpecificationList]
+    DryRun: Boolean | None
+    AcceptanceRequired: Boolean | None
+    PrivateDnsName: String | None
+    NetworkLoadBalancerArns: ValueStringList | None
+    GatewayLoadBalancerArns: ValueStringList | None
+    SupportedIpAddressTypes: ValueStringList | None
+    SupportedRegions: ValueStringList | None
+    ClientToken: String | None
+    TagSpecifications: TagSpecificationList | None
 
 
 class SupportedRegionDetail(TypedDict, total=False):
-    Region: Optional[String]
-    ServiceState: Optional[String]
+    Region: String | None
+    ServiceState: String | None
 
 
-SupportedRegionSet = List[SupportedRegionDetail]
+SupportedRegionSet = list[SupportedRegionDetail]
 
 
 class PrivateDnsNameConfiguration(TypedDict, total=False):
-    State: Optional[DnsNameState]
-    Type: Optional[String]
-    Value: Optional[String]
-    Name: Optional[String]
+    State: DnsNameState | None
+    Type: String | None
+    Value: String | None
+    Name: String | None
 
 
-SupportedIpAddressTypes = List[ServiceConnectivityType]
+SupportedIpAddressTypes = list[ServiceConnectivityType]
 
 
 class ServiceTypeDetail(TypedDict, total=False):
-    ServiceType: Optional[ServiceType]
+    ServiceType: ServiceType | None
 
 
-ServiceTypeDetailSet = List[ServiceTypeDetail]
+ServiceTypeDetailSet = list[ServiceTypeDetail]
 
 
 class ServiceConfiguration(TypedDict, total=False):
-    ServiceType: Optional[ServiceTypeDetailSet]
-    ServiceId: Optional[String]
-    ServiceName: Optional[String]
-    ServiceState: Optional[ServiceState]
-    AvailabilityZoneIds: Optional[ValueStringList]
-    AvailabilityZones: Optional[ValueStringList]
-    AcceptanceRequired: Optional[Boolean]
-    ManagesVpcEndpoints: Optional[Boolean]
-    NetworkLoadBalancerArns: Optional[ValueStringList]
-    GatewayLoadBalancerArns: Optional[ValueStringList]
-    SupportedIpAddressTypes: Optional[SupportedIpAddressTypes]
-    BaseEndpointDnsNames: Optional[ValueStringList]
-    PrivateDnsName: Optional[String]
-    PrivateDnsNameConfiguration: Optional[PrivateDnsNameConfiguration]
-    PayerResponsibility: Optional[PayerResponsibility]
-    Tags: Optional[TagList]
-    SupportedRegions: Optional[SupportedRegionSet]
-    RemoteAccessEnabled: Optional[Boolean]
+    ServiceType: ServiceTypeDetailSet | None
+    ServiceId: String | None
+    ServiceName: String | None
+    ServiceState: ServiceState | None
+    AvailabilityZoneIds: ValueStringList | None
+    AvailabilityZones: ValueStringList | None
+    AcceptanceRequired: Boolean | None
+    ManagesVpcEndpoints: Boolean | None
+    NetworkLoadBalancerArns: ValueStringList | None
+    GatewayLoadBalancerArns: ValueStringList | None
+    SupportedIpAddressTypes: SupportedIpAddressTypes | None
+    BaseEndpointDnsNames: ValueStringList | None
+    PrivateDnsName: String | None
+    PrivateDnsNameConfiguration: PrivateDnsNameConfiguration | None
+    PayerResponsibility: PayerResponsibility | None
+    Tags: TagList | None
+    SupportedRegions: SupportedRegionSet | None
+    RemoteAccessEnabled: Boolean | None
 
 
 class CreateVpcEndpointServiceConfigurationResult(TypedDict, total=False):
-    ServiceConfiguration: Optional[ServiceConfiguration]
-    ClientToken: Optional[String]
+    ServiceConfiguration: ServiceConfiguration | None
+    ClientToken: String | None
 
 
 class CreateVpcPeeringConnectionRequest(ServiceRequest):
-    PeerRegion: Optional[String]
-    TagSpecifications: Optional[TagSpecificationList]
-    DryRun: Optional[Boolean]
+    PeerRegion: String | None
+    TagSpecifications: TagSpecificationList | None
+    DryRun: Boolean | None
     VpcId: VpcId
-    PeerVpcId: Optional[String]
-    PeerOwnerId: Optional[String]
+    PeerVpcId: String | None
+    PeerOwnerId: String | None
 
 
 class CreateVpcPeeringConnectionResult(TypedDict, total=False):
-    VpcPeeringConnection: Optional[VpcPeeringConnection]
+    VpcPeeringConnection: VpcPeeringConnection | None
 
 
 class CreateVpcRequest(ServiceRequest):
-    CidrBlock: Optional[String]
-    Ipv6Pool: Optional[Ipv6PoolEc2Id]
-    Ipv6CidrBlock: Optional[String]
-    Ipv4IpamPoolId: Optional[IpamPoolId]
-    Ipv4NetmaskLength: Optional[NetmaskLength]
-    Ipv6IpamPoolId: Optional[IpamPoolId]
-    Ipv6NetmaskLength: Optional[NetmaskLength]
-    Ipv6CidrBlockNetworkBorderGroup: Optional[String]
-    TagSpecifications: Optional[TagSpecificationList]
-    DryRun: Optional[Boolean]
-    InstanceTenancy: Optional[Tenancy]
-    AmazonProvidedIpv6CidrBlock: Optional[Boolean]
+    CidrBlock: String | None
+    Ipv6Pool: Ipv6PoolEc2Id | None
+    Ipv6CidrBlock: String | None
+    Ipv4IpamPoolId: IpamPoolId | None
+    Ipv4NetmaskLength: NetmaskLength | None
+    Ipv6IpamPoolId: IpamPoolId | None
+    Ipv6NetmaskLength: NetmaskLength | None
+    Ipv6CidrBlockNetworkBorderGroup: String | None
+    TagSpecifications: TagSpecificationList | None
+    DryRun: Boolean | None
+    InstanceTenancy: Tenancy | None
+    AmazonProvidedIpv6CidrBlock: Boolean | None
 
 
 class CreateVpcResult(TypedDict, total=False):
-    Vpc: Optional[Vpc]
+    Vpc: Vpc | None
 
 
 class VpnTunnelLogOptionsSpecification(TypedDict, total=False):
-    CloudWatchLogOptions: Optional[CloudWatchLogOptionsSpecification]
+    CloudWatchLogOptions: CloudWatchLogOptionsSpecification | None
 
 
 class IKEVersionsRequestListValue(TypedDict, total=False):
-    Value: Optional[String]
+    Value: String | None
 
 
-IKEVersionsRequestList = List[IKEVersionsRequestListValue]
+IKEVersionsRequestList = list[IKEVersionsRequestListValue]
 
 
 class Phase2DHGroupNumbersRequestListValue(TypedDict, total=False):
-    Value: Optional[Integer]
+    Value: Integer | None
 
 
-Phase2DHGroupNumbersRequestList = List[Phase2DHGroupNumbersRequestListValue]
+Phase2DHGroupNumbersRequestList = list[Phase2DHGroupNumbersRequestListValue]
 
 
 class Phase1DHGroupNumbersRequestListValue(TypedDict, total=False):
-    Value: Optional[Integer]
+    Value: Integer | None
 
 
-Phase1DHGroupNumbersRequestList = List[Phase1DHGroupNumbersRequestListValue]
+Phase1DHGroupNumbersRequestList = list[Phase1DHGroupNumbersRequestListValue]
 
 
 class Phase2IntegrityAlgorithmsRequestListValue(TypedDict, total=False):
-    Value: Optional[String]
+    Value: String | None
 
 
-Phase2IntegrityAlgorithmsRequestList = List[Phase2IntegrityAlgorithmsRequestListValue]
+Phase2IntegrityAlgorithmsRequestList = list[Phase2IntegrityAlgorithmsRequestListValue]
 
 
 class Phase1IntegrityAlgorithmsRequestListValue(TypedDict, total=False):
-    Value: Optional[String]
+    Value: String | None
 
 
-Phase1IntegrityAlgorithmsRequestList = List[Phase1IntegrityAlgorithmsRequestListValue]
+Phase1IntegrityAlgorithmsRequestList = list[Phase1IntegrityAlgorithmsRequestListValue]
 
 
 class Phase2EncryptionAlgorithmsRequestListValue(TypedDict, total=False):
-    Value: Optional[String]
+    Value: String | None
 
 
-Phase2EncryptionAlgorithmsRequestList = List[Phase2EncryptionAlgorithmsRequestListValue]
+Phase2EncryptionAlgorithmsRequestList = list[Phase2EncryptionAlgorithmsRequestListValue]
 
 
 class Phase1EncryptionAlgorithmsRequestListValue(TypedDict, total=False):
-    Value: Optional[String]
+    Value: String | None
 
 
-Phase1EncryptionAlgorithmsRequestList = List[Phase1EncryptionAlgorithmsRequestListValue]
+Phase1EncryptionAlgorithmsRequestList = list[Phase1EncryptionAlgorithmsRequestListValue]
 
 
 class VpnTunnelOptionsSpecification(TypedDict, total=False):
-    TunnelInsideCidr: Optional[String]
-    TunnelInsideIpv6Cidr: Optional[String]
-    PreSharedKey: Optional[preSharedKey]
-    Phase1LifetimeSeconds: Optional[Integer]
-    Phase2LifetimeSeconds: Optional[Integer]
-    RekeyMarginTimeSeconds: Optional[Integer]
-    RekeyFuzzPercentage: Optional[Integer]
-    ReplayWindowSize: Optional[Integer]
-    DPDTimeoutSeconds: Optional[Integer]
-    DPDTimeoutAction: Optional[String]
-    Phase1EncryptionAlgorithms: Optional[Phase1EncryptionAlgorithmsRequestList]
-    Phase2EncryptionAlgorithms: Optional[Phase2EncryptionAlgorithmsRequestList]
-    Phase1IntegrityAlgorithms: Optional[Phase1IntegrityAlgorithmsRequestList]
-    Phase2IntegrityAlgorithms: Optional[Phase2IntegrityAlgorithmsRequestList]
-    Phase1DHGroupNumbers: Optional[Phase1DHGroupNumbersRequestList]
-    Phase2DHGroupNumbers: Optional[Phase2DHGroupNumbersRequestList]
-    IKEVersions: Optional[IKEVersionsRequestList]
-    StartupAction: Optional[String]
-    LogOptions: Optional[VpnTunnelLogOptionsSpecification]
-    EnableTunnelLifecycleControl: Optional[Boolean]
-
-
-VpnTunnelOptionsSpecificationsList = List[VpnTunnelOptionsSpecification]
+    TunnelInsideCidr: String | None
+    TunnelInsideIpv6Cidr: String | None
+    PreSharedKey: preSharedKey | None
+    Phase1LifetimeSeconds: Integer | None
+    Phase2LifetimeSeconds: Integer | None
+    RekeyMarginTimeSeconds: Integer | None
+    RekeyFuzzPercentage: Integer | None
+    ReplayWindowSize: Integer | None
+    DPDTimeoutSeconds: Integer | None
+    DPDTimeoutAction: String | None
+    Phase1EncryptionAlgorithms: Phase1EncryptionAlgorithmsRequestList | None
+    Phase2EncryptionAlgorithms: Phase2EncryptionAlgorithmsRequestList | None
+    Phase1IntegrityAlgorithms: Phase1IntegrityAlgorithmsRequestList | None
+    Phase2IntegrityAlgorithms: Phase2IntegrityAlgorithmsRequestList | None
+    Phase1DHGroupNumbers: Phase1DHGroupNumbersRequestList | None
+    Phase2DHGroupNumbers: Phase2DHGroupNumbersRequestList | None
+    IKEVersions: IKEVersionsRequestList | None
+    StartupAction: String | None
+    LogOptions: VpnTunnelLogOptionsSpecification | None
+    EnableTunnelLifecycleControl: Boolean | None
+
+
+VpnTunnelOptionsSpecificationsList = list[VpnTunnelOptionsSpecification]
 
 
 class VpnConnectionOptionsSpecification(TypedDict, total=False):
-    EnableAcceleration: Optional[Boolean]
-    TunnelInsideIpVersion: Optional[TunnelInsideIpVersion]
-    TunnelOptions: Optional[VpnTunnelOptionsSpecificationsList]
-    LocalIpv4NetworkCidr: Optional[String]
-    RemoteIpv4NetworkCidr: Optional[String]
-    LocalIpv6NetworkCidr: Optional[String]
-    RemoteIpv6NetworkCidr: Optional[String]
-    OutsideIpAddressType: Optional[String]
-    TransportTransitGatewayAttachmentId: Optional[TransitGatewayAttachmentId]
-    StaticRoutesOnly: Optional[Boolean]
+    EnableAcceleration: Boolean | None
+    TunnelInsideIpVersion: TunnelInsideIpVersion | None
+    TunnelOptions: VpnTunnelOptionsSpecificationsList | None
+    LocalIpv4NetworkCidr: String | None
+    RemoteIpv4NetworkCidr: String | None
+    LocalIpv6NetworkCidr: String | None
+    RemoteIpv6NetworkCidr: String | None
+    OutsideIpAddressType: String | None
+    TransportTransitGatewayAttachmentId: TransitGatewayAttachmentId | None
+    StaticRoutesOnly: Boolean | None
 
 
 class CreateVpnConnectionRequest(ServiceRequest):
     CustomerGatewayId: CustomerGatewayId
     Type: String
-    VpnGatewayId: Optional[VpnGatewayId]
-    TransitGatewayId: Optional[TransitGatewayId]
-    TagSpecifications: Optional[TagSpecificationList]
-    PreSharedKeyStorage: Optional[String]
-    DryRun: Optional[Boolean]
-    Options: Optional[VpnConnectionOptionsSpecification]
+    VpnGatewayId: VpnGatewayId | None
+    TransitGatewayId: TransitGatewayId | None
+    TagSpecifications: TagSpecificationList | None
+    PreSharedKeyStorage: String | None
+    DryRun: Boolean | None
+    Options: VpnConnectionOptionsSpecification | None
 
 
 class VgwTelemetry(TypedDict, total=False):
-    AcceptedRouteCount: Optional[Integer]
-    LastStatusChange: Optional[DateTime]
-    OutsideIpAddress: Optional[String]
-    Status: Optional[TelemetryStatus]
-    StatusMessage: Optional[String]
-    CertificateArn: Optional[String]
+    AcceptedRouteCount: Integer | None
+    LastStatusChange: DateTime | None
+    OutsideIpAddress: String | None
+    Status: TelemetryStatus | None
+    StatusMessage: String | None
+    CertificateArn: String | None
 
 
-VgwTelemetryList = List[VgwTelemetry]
+VgwTelemetryList = list[VgwTelemetry]
 
 
 class VpnStaticRoute(TypedDict, total=False):
-    DestinationCidrBlock: Optional[String]
-    Source: Optional[VpnStaticRouteSource]
-    State: Optional[VpnState]
+    DestinationCidrBlock: String | None
+    Source: VpnStaticRouteSource | None
+    State: VpnState | None
 
 
-VpnStaticRouteList = List[VpnStaticRoute]
+VpnStaticRouteList = list[VpnStaticRoute]
 
 
 class VpnTunnelLogOptions(TypedDict, total=False):
-    CloudWatchLogOptions: Optional[CloudWatchLogOptions]
+    CloudWatchLogOptions: CloudWatchLogOptions | None
 
 
 class IKEVersionsListValue(TypedDict, total=False):
-    Value: Optional[String]
+    Value: String | None
 
 
-IKEVersionsList = List[IKEVersionsListValue]
+IKEVersionsList = list[IKEVersionsListValue]
 
 
 class Phase2DHGroupNumbersListValue(TypedDict, total=False):
-    Value: Optional[Integer]
+    Value: Integer | None
 
 
-Phase2DHGroupNumbersList = List[Phase2DHGroupNumbersListValue]
+Phase2DHGroupNumbersList = list[Phase2DHGroupNumbersListValue]
 
 
 class Phase1DHGroupNumbersListValue(TypedDict, total=False):
-    Value: Optional[Integer]
+    Value: Integer | None
 
 
-Phase1DHGroupNumbersList = List[Phase1DHGroupNumbersListValue]
+Phase1DHGroupNumbersList = list[Phase1DHGroupNumbersListValue]
 
 
 class Phase2IntegrityAlgorithmsListValue(TypedDict, total=False):
-    Value: Optional[String]
+    Value: String | None
 
 
-Phase2IntegrityAlgorithmsList = List[Phase2IntegrityAlgorithmsListValue]
+Phase2IntegrityAlgorithmsList = list[Phase2IntegrityAlgorithmsListValue]
 
 
 class Phase1IntegrityAlgorithmsListValue(TypedDict, total=False):
-    Value: Optional[String]
+    Value: String | None
 
 
-Phase1IntegrityAlgorithmsList = List[Phase1IntegrityAlgorithmsListValue]
+Phase1IntegrityAlgorithmsList = list[Phase1IntegrityAlgorithmsListValue]
 
 
 class Phase2EncryptionAlgorithmsListValue(TypedDict, total=False):
-    Value: Optional[String]
+    Value: String | None
 
 
-Phase2EncryptionAlgorithmsList = List[Phase2EncryptionAlgorithmsListValue]
+Phase2EncryptionAlgorithmsList = list[Phase2EncryptionAlgorithmsListValue]
 
 
 class Phase1EncryptionAlgorithmsListValue(TypedDict, total=False):
-    Value: Optional[String]
+    Value: String | None
 
 
-Phase1EncryptionAlgorithmsList = List[Phase1EncryptionAlgorithmsListValue]
+Phase1EncryptionAlgorithmsList = list[Phase1EncryptionAlgorithmsListValue]
 
 
 class TunnelOption(TypedDict, total=False):
-    OutsideIpAddress: Optional[String]
-    TunnelInsideCidr: Optional[String]
-    TunnelInsideIpv6Cidr: Optional[String]
-    PreSharedKey: Optional[preSharedKey]
-    Phase1LifetimeSeconds: Optional[Integer]
-    Phase2LifetimeSeconds: Optional[Integer]
-    RekeyMarginTimeSeconds: Optional[Integer]
-    RekeyFuzzPercentage: Optional[Integer]
-    ReplayWindowSize: Optional[Integer]
-    DpdTimeoutSeconds: Optional[Integer]
-    DpdTimeoutAction: Optional[String]
-    Phase1EncryptionAlgorithms: Optional[Phase1EncryptionAlgorithmsList]
-    Phase2EncryptionAlgorithms: Optional[Phase2EncryptionAlgorithmsList]
-    Phase1IntegrityAlgorithms: Optional[Phase1IntegrityAlgorithmsList]
-    Phase2IntegrityAlgorithms: Optional[Phase2IntegrityAlgorithmsList]
-    Phase1DHGroupNumbers: Optional[Phase1DHGroupNumbersList]
-    Phase2DHGroupNumbers: Optional[Phase2DHGroupNumbersList]
-    IkeVersions: Optional[IKEVersionsList]
-    StartupAction: Optional[String]
-    LogOptions: Optional[VpnTunnelLogOptions]
-    EnableTunnelLifecycleControl: Optional[Boolean]
-
-
-TunnelOptionsList = List[TunnelOption]
+    OutsideIpAddress: String | None
+    TunnelInsideCidr: String | None
+    TunnelInsideIpv6Cidr: String | None
+    PreSharedKey: preSharedKey | None
+    Phase1LifetimeSeconds: Integer | None
+    Phase2LifetimeSeconds: Integer | None
+    RekeyMarginTimeSeconds: Integer | None
+    RekeyFuzzPercentage: Integer | None
+    ReplayWindowSize: Integer | None
+    DpdTimeoutSeconds: Integer | None
+    DpdTimeoutAction: String | None
+    Phase1EncryptionAlgorithms: Phase1EncryptionAlgorithmsList | None
+    Phase2EncryptionAlgorithms: Phase2EncryptionAlgorithmsList | None
+    Phase1IntegrityAlgorithms: Phase1IntegrityAlgorithmsList | None
+    Phase2IntegrityAlgorithms: Phase2IntegrityAlgorithmsList | None
+    Phase1DHGroupNumbers: Phase1DHGroupNumbersList | None
+    Phase2DHGroupNumbers: Phase2DHGroupNumbersList | None
+    IkeVersions: IKEVersionsList | None
+    StartupAction: String | None
+    LogOptions: VpnTunnelLogOptions | None
+    EnableTunnelLifecycleControl: Boolean | None
+
+
+TunnelOptionsList = list[TunnelOption]
 
 
 class VpnConnectionOptions(TypedDict, total=False):
-    EnableAcceleration: Optional[Boolean]
-    StaticRoutesOnly: Optional[Boolean]
-    LocalIpv4NetworkCidr: Optional[String]
-    RemoteIpv4NetworkCidr: Optional[String]
-    LocalIpv6NetworkCidr: Optional[String]
-    RemoteIpv6NetworkCidr: Optional[String]
-    OutsideIpAddressType: Optional[String]
-    TransportTransitGatewayAttachmentId: Optional[String]
-    TunnelInsideIpVersion: Optional[TunnelInsideIpVersion]
-    TunnelOptions: Optional[TunnelOptionsList]
+    EnableAcceleration: Boolean | None
+    StaticRoutesOnly: Boolean | None
+    LocalIpv4NetworkCidr: String | None
+    RemoteIpv4NetworkCidr: String | None
+    LocalIpv6NetworkCidr: String | None
+    RemoteIpv6NetworkCidr: String | None
+    OutsideIpAddressType: String | None
+    TransportTransitGatewayAttachmentId: String | None
+    TunnelInsideIpVersion: TunnelInsideIpVersion | None
+    TunnelOptions: TunnelOptionsList | None
 
 
 class VpnConnection(TypedDict, total=False):
-    Category: Optional[String]
-    TransitGatewayId: Optional[String]
-    CoreNetworkArn: Optional[String]
-    CoreNetworkAttachmentArn: Optional[String]
-    GatewayAssociationState: Optional[GatewayAssociationState]
-    Options: Optional[VpnConnectionOptions]
-    Routes: Optional[VpnStaticRouteList]
-    Tags: Optional[TagList]
-    VgwTelemetry: Optional[VgwTelemetryList]
-    PreSharedKeyArn: Optional[String]
-    VpnConnectionId: Optional[String]
-    State: Optional[VpnState]
-    CustomerGatewayConfiguration: Optional[customerGatewayConfiguration]
-    Type: Optional[GatewayType]
-    CustomerGatewayId: Optional[String]
-    VpnGatewayId: Optional[String]
+    Category: String | None
+    TransitGatewayId: String | None
+    CoreNetworkArn: String | None
+    CoreNetworkAttachmentArn: String | None
+    GatewayAssociationState: GatewayAssociationState | None
+    Options: VpnConnectionOptions | None
+    Routes: VpnStaticRouteList | None
+    Tags: TagList | None
+    VgwTelemetry: VgwTelemetryList | None
+    PreSharedKeyArn: String | None
+    VpnConnectionId: String | None
+    State: VpnState | None
+    CustomerGatewayConfiguration: customerGatewayConfiguration | None
+    Type: GatewayType | None
+    CustomerGatewayId: String | None
+    VpnGatewayId: String | None
 
 
 class CreateVpnConnectionResult(TypedDict, total=False):
-    VpnConnection: Optional[VpnConnection]
+    VpnConnection: VpnConnection | None
 
 
 class CreateVpnConnectionRouteRequest(ServiceRequest):
@@ -11160,906 +11191,902 @@ class CreateVpnConnectionRouteRequest(ServiceRequest):
 
 
 class CreateVpnGatewayRequest(ServiceRequest):
-    AvailabilityZone: Optional[String]
+    AvailabilityZone: String | None
     Type: GatewayType
-    TagSpecifications: Optional[TagSpecificationList]
-    AmazonSideAsn: Optional[Long]
-    DryRun: Optional[Boolean]
+    TagSpecifications: TagSpecificationList | None
+    AmazonSideAsn: Long | None
+    DryRun: Boolean | None
 
 
-VpcAttachmentList = List[VpcAttachment]
+VpcAttachmentList = list[VpcAttachment]
 
 
 class VpnGateway(TypedDict, total=False):
-    AmazonSideAsn: Optional[Long]
-    Tags: Optional[TagList]
-    VpnGatewayId: Optional[String]
-    State: Optional[VpnState]
-    Type: Optional[GatewayType]
-    AvailabilityZone: Optional[String]
-    VpcAttachments: Optional[VpcAttachmentList]
+    AmazonSideAsn: Long | None
+    Tags: TagList | None
+    VpnGatewayId: String | None
+    State: VpnState | None
+    Type: GatewayType | None
+    AvailabilityZone: String | None
+    VpcAttachments: VpcAttachmentList | None
 
 
 class CreateVpnGatewayResult(TypedDict, total=False):
-    VpnGateway: Optional[VpnGateway]
+    VpnGateway: VpnGateway | None
 
 
 class CreationDateCondition(TypedDict, total=False):
-    MaximumDaysSinceCreated: Optional[MaximumDaysSinceCreatedValue]
+    MaximumDaysSinceCreated: MaximumDaysSinceCreatedValue | None
 
 
 class CreationDateConditionRequest(TypedDict, total=False):
-    MaximumDaysSinceCreated: Optional[MaximumDaysSinceCreatedValue]
+    MaximumDaysSinceCreated: MaximumDaysSinceCreatedValue | None
 
 
-CustomerGatewayIdStringList = List[CustomerGatewayId]
-CustomerGatewayList = List[CustomerGateway]
+CustomerGatewayIdStringList = list[CustomerGatewayId]
+CustomerGatewayList = list[CustomerGateway]
 
 
 class DataQuery(TypedDict, total=False):
-    Id: Optional[String]
-    Source: Optional[String]
-    Destination: Optional[String]
-    Metric: Optional[MetricType]
-    Statistic: Optional[StatisticType]
-    Period: Optional[PeriodType]
+    Id: String | None
+    Source: String | None
+    Destination: String | None
+    Metric: MetricType | None
+    Statistic: StatisticType | None
+    Period: PeriodType | None
 
 
-DataQueries = List[DataQuery]
+DataQueries = list[DataQuery]
 
 
 class MetricPoint(TypedDict, total=False):
-    StartDate: Optional[MillisecondDateTime]
-    EndDate: Optional[MillisecondDateTime]
-    Value: Optional[Float]
-    Status: Optional[String]
+    StartDate: MillisecondDateTime | None
+    EndDate: MillisecondDateTime | None
+    Value: Float | None
+    Status: String | None
 
 
-MetricPoints = List[MetricPoint]
+MetricPoints = list[MetricPoint]
 
 
 class DataResponse(TypedDict, total=False):
-    Id: Optional[String]
-    Source: Optional[String]
-    Destination: Optional[String]
-    Metric: Optional[MetricType]
-    Statistic: Optional[StatisticType]
-    Period: Optional[PeriodType]
-    MetricPoints: Optional[MetricPoints]
+    Id: String | None
+    Source: String | None
+    Destination: String | None
+    Metric: MetricType | None
+    Statistic: StatisticType | None
+    Period: PeriodType | None
+    MetricPoints: MetricPoints | None
 
 
-DataResponses = List[DataResponse]
+DataResponses = list[DataResponse]
 
 
 class DeclarativePoliciesReport(TypedDict, total=False):
-    ReportId: Optional[String]
-    S3Bucket: Optional[String]
-    S3Prefix: Optional[String]
-    TargetId: Optional[String]
-    StartTime: Optional[MillisecondDateTime]
-    EndTime: Optional[MillisecondDateTime]
-    Status: Optional[ReportState]
-    Tags: Optional[TagList]
+    ReportId: String | None
+    S3Bucket: String | None
+    S3Prefix: String | None
+    TargetId: String | None
+    StartTime: MillisecondDateTime | None
+    EndTime: MillisecondDateTime | None
+    Status: ReportState | None
+    Tags: TagList | None
 
 
-DeclarativePoliciesReportList = List[DeclarativePoliciesReport]
+DeclarativePoliciesReportList = list[DeclarativePoliciesReport]
 
 
 class DeleteCapacityManagerDataExportRequest(ServiceRequest):
     CapacityManagerDataExportId: CapacityManagerDataExportId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class DeleteCapacityManagerDataExportResult(TypedDict, total=False):
-    CapacityManagerDataExportId: Optional[CapacityManagerDataExportId]
+    CapacityManagerDataExportId: CapacityManagerDataExportId | None
 
 
 class DeleteCarrierGatewayRequest(ServiceRequest):
     CarrierGatewayId: CarrierGatewayId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class DeleteCarrierGatewayResult(TypedDict, total=False):
-    CarrierGateway: Optional[CarrierGateway]
+    CarrierGateway: CarrierGateway | None
 
 
 class DeleteClientVpnEndpointRequest(ServiceRequest):
     ClientVpnEndpointId: ClientVpnEndpointId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class DeleteClientVpnEndpointResult(TypedDict, total=False):
-    Status: Optional[ClientVpnEndpointStatus]
+    Status: ClientVpnEndpointStatus | None
 
 
 class DeleteClientVpnRouteRequest(ServiceRequest):
     ClientVpnEndpointId: ClientVpnEndpointId
-    TargetVpcSubnetId: Optional[SubnetId]
+    TargetVpcSubnetId: SubnetId | None
     DestinationCidrBlock: String
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class DeleteClientVpnRouteResult(TypedDict, total=False):
-    Status: Optional[ClientVpnRouteStatus]
+    Status: ClientVpnRouteStatus | None
 
 
 class DeleteCoipCidrRequest(ServiceRequest):
     Cidr: String
     CoipPoolId: Ipv4PoolCoipId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class DeleteCoipCidrResult(TypedDict, total=False):
-    CoipCidr: Optional[CoipCidr]
+    CoipCidr: CoipCidr | None
 
 
 class DeleteCoipPoolRequest(ServiceRequest):
     CoipPoolId: Ipv4PoolCoipId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class DeleteCoipPoolResult(TypedDict, total=False):
-    CoipPool: Optional[CoipPool]
+    CoipPool: CoipPool | None
 
 
 class DeleteCustomerGatewayRequest(ServiceRequest):
     CustomerGatewayId: CustomerGatewayId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class DeleteDhcpOptionsRequest(ServiceRequest):
     DhcpOptionsId: DhcpOptionsId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class DeleteEgressOnlyInternetGatewayRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     EgressOnlyInternetGatewayId: EgressOnlyInternetGatewayId
 
 
 class DeleteEgressOnlyInternetGatewayResult(TypedDict, total=False):
-    ReturnCode: Optional[Boolean]
+    ReturnCode: Boolean | None
 
 
 class DeleteFleetError(TypedDict, total=False):
-    Code: Optional[DeleteFleetErrorCode]
-    Message: Optional[String]
+    Code: DeleteFleetErrorCode | None
+    Message: String | None
 
 
 class DeleteFleetErrorItem(TypedDict, total=False):
-    Error: Optional[DeleteFleetError]
-    FleetId: Optional[FleetId]
+    Error: DeleteFleetError | None
+    FleetId: FleetId | None
 
 
-DeleteFleetErrorSet = List[DeleteFleetErrorItem]
+DeleteFleetErrorSet = list[DeleteFleetErrorItem]
 
 
 class DeleteFleetSuccessItem(TypedDict, total=False):
-    CurrentFleetState: Optional[FleetStateCode]
-    PreviousFleetState: Optional[FleetStateCode]
-    FleetId: Optional[FleetId]
+    CurrentFleetState: FleetStateCode | None
+    PreviousFleetState: FleetStateCode | None
+    FleetId: FleetId | None
 
 
-DeleteFleetSuccessSet = List[DeleteFleetSuccessItem]
-FleetIdSet = List[FleetId]
+DeleteFleetSuccessSet = list[DeleteFleetSuccessItem]
+FleetIdSet = list[FleetId]
 
 
 class DeleteFleetsRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     FleetIds: FleetIdSet
     TerminateInstances: Boolean
 
 
 class DeleteFleetsResult(TypedDict, total=False):
-    SuccessfulFleetDeletions: Optional[DeleteFleetSuccessSet]
-    UnsuccessfulFleetDeletions: Optional[DeleteFleetErrorSet]
+    SuccessfulFleetDeletions: DeleteFleetSuccessSet | None
+    UnsuccessfulFleetDeletions: DeleteFleetErrorSet | None
 
 
-FlowLogIdList = List[VpcFlowLogId]
+FlowLogIdList = list[VpcFlowLogId]
 
 
 class DeleteFlowLogsRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     FlowLogIds: FlowLogIdList
 
 
 class DeleteFlowLogsResult(TypedDict, total=False):
-    Unsuccessful: Optional[UnsuccessfulItemSet]
+    Unsuccessful: UnsuccessfulItemSet | None
 
 
 class DeleteFpgaImageRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     FpgaImageId: FpgaImageId
 
 
 class DeleteFpgaImageResult(TypedDict, total=False):
-    Return: Optional[Boolean]
+    Return: Boolean | None
 
 
 class DeleteImageUsageReportRequest(ServiceRequest):
     ReportId: ImageUsageReportId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class DeleteImageUsageReportResult(TypedDict, total=False):
-    Return: Optional[Boolean]
+    Return: Boolean | None
 
 
 class DeleteInstanceConnectEndpointRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     InstanceConnectEndpointId: InstanceConnectEndpointId
 
 
 class DeleteInstanceConnectEndpointResult(TypedDict, total=False):
-    InstanceConnectEndpoint: Optional[Ec2InstanceConnectEndpoint]
+    InstanceConnectEndpoint: Ec2InstanceConnectEndpoint | None
 
 
 class DeleteInstanceEventWindowRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    ForceDelete: Optional[Boolean]
+    DryRun: Boolean | None
+    ForceDelete: Boolean | None
     InstanceEventWindowId: InstanceEventWindowId
 
 
 class InstanceEventWindowStateChange(TypedDict, total=False):
-    InstanceEventWindowId: Optional[InstanceEventWindowId]
-    State: Optional[InstanceEventWindowState]
+    InstanceEventWindowId: InstanceEventWindowId | None
+    State: InstanceEventWindowState | None
 
 
 class DeleteInstanceEventWindowResult(TypedDict, total=False):
-    InstanceEventWindowState: Optional[InstanceEventWindowStateChange]
+    InstanceEventWindowState: InstanceEventWindowStateChange | None
 
 
 class DeleteInternetGatewayRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     InternetGatewayId: InternetGatewayId
 
 
 class DeleteIpamExternalResourceVerificationTokenRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     IpamExternalResourceVerificationTokenId: IpamExternalResourceVerificationTokenId
 
 
 class DeleteIpamExternalResourceVerificationTokenResult(TypedDict, total=False):
-    IpamExternalResourceVerificationToken: Optional[IpamExternalResourceVerificationToken]
+    IpamExternalResourceVerificationToken: IpamExternalResourceVerificationToken | None
 
 
 class DeleteIpamPoolRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     IpamPoolId: IpamPoolId
-    Cascade: Optional[Boolean]
+    Cascade: Boolean | None
 
 
 class DeleteIpamPoolResult(TypedDict, total=False):
-    IpamPool: Optional[IpamPool]
+    IpamPool: IpamPool | None
 
 
 class DeleteIpamPrefixListResolverRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     IpamPrefixListResolverId: IpamPrefixListResolverId
 
 
 class DeleteIpamPrefixListResolverResult(TypedDict, total=False):
-    IpamPrefixListResolver: Optional[IpamPrefixListResolver]
+    IpamPrefixListResolver: IpamPrefixListResolver | None
 
 
 class DeleteIpamPrefixListResolverTargetRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     IpamPrefixListResolverTargetId: IpamPrefixListResolverTargetId
 
 
 class DeleteIpamPrefixListResolverTargetResult(TypedDict, total=False):
-    IpamPrefixListResolverTarget: Optional[IpamPrefixListResolverTarget]
+    IpamPrefixListResolverTarget: IpamPrefixListResolverTarget | None
 
 
 class DeleteIpamRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     IpamId: IpamId
-    Cascade: Optional[Boolean]
+    Cascade: Boolean | None
 
 
 class DeleteIpamResourceDiscoveryRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     IpamResourceDiscoveryId: IpamResourceDiscoveryId
 
 
 class DeleteIpamResourceDiscoveryResult(TypedDict, total=False):
-    IpamResourceDiscovery: Optional[IpamResourceDiscovery]
+    IpamResourceDiscovery: IpamResourceDiscovery | None
 
 
 class DeleteIpamResult(TypedDict, total=False):
-    Ipam: Optional[Ipam]
+    Ipam: Ipam | None
 
 
 class DeleteIpamScopeRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     IpamScopeId: IpamScopeId
 
 
 class DeleteIpamScopeResult(TypedDict, total=False):
-    IpamScope: Optional[IpamScope]
+    IpamScope: IpamScope | None
 
 
 class DeleteKeyPairRequest(ServiceRequest):
-    KeyName: Optional[KeyPairNameWithResolver]
-    KeyPairId: Optional[KeyPairId]
-    DryRun: Optional[Boolean]
+    KeyName: KeyPairNameWithResolver | None
+    KeyPairId: KeyPairId | None
+    DryRun: Boolean | None
 
 
 class DeleteKeyPairResult(TypedDict, total=False):
-    Return: Optional[Boolean]
-    KeyPairId: Optional[String]
+    Return: Boolean | None
+    KeyPairId: String | None
 
 
 class DeleteLaunchTemplateRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    LaunchTemplateId: Optional[LaunchTemplateId]
-    LaunchTemplateName: Optional[LaunchTemplateName]
+    DryRun: Boolean | None
+    LaunchTemplateId: LaunchTemplateId | None
+    LaunchTemplateName: LaunchTemplateName | None
 
 
 class DeleteLaunchTemplateResult(TypedDict, total=False):
-    LaunchTemplate: Optional[LaunchTemplate]
+    LaunchTemplate: LaunchTemplate | None
 
 
-VersionStringList = List[String]
+VersionStringList = list[String]
 
 
 class DeleteLaunchTemplateVersionsRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    LaunchTemplateId: Optional[LaunchTemplateId]
-    LaunchTemplateName: Optional[LaunchTemplateName]
+    DryRun: Boolean | None
+    LaunchTemplateId: LaunchTemplateId | None
+    LaunchTemplateName: LaunchTemplateName | None
     Versions: VersionStringList
 
 
 class ResponseError(TypedDict, total=False):
-    Code: Optional[LaunchTemplateErrorCode]
-    Message: Optional[String]
+    Code: LaunchTemplateErrorCode | None
+    Message: String | None
 
 
 class DeleteLaunchTemplateVersionsResponseErrorItem(TypedDict, total=False):
-    LaunchTemplateId: Optional[String]
-    LaunchTemplateName: Optional[String]
-    VersionNumber: Optional[Long]
-    ResponseError: Optional[ResponseError]
+    LaunchTemplateId: String | None
+    LaunchTemplateName: String | None
+    VersionNumber: Long | None
+    ResponseError: ResponseError | None
 
 
-DeleteLaunchTemplateVersionsResponseErrorSet = List[DeleteLaunchTemplateVersionsResponseErrorItem]
+DeleteLaunchTemplateVersionsResponseErrorSet = list[DeleteLaunchTemplateVersionsResponseErrorItem]
 
 
 class DeleteLaunchTemplateVersionsResponseSuccessItem(TypedDict, total=False):
-    LaunchTemplateId: Optional[String]
-    LaunchTemplateName: Optional[String]
-    VersionNumber: Optional[Long]
+    LaunchTemplateId: String | None
+    LaunchTemplateName: String | None
+    VersionNumber: Long | None
 
 
-DeleteLaunchTemplateVersionsResponseSuccessSet = List[
+DeleteLaunchTemplateVersionsResponseSuccessSet = list[
     DeleteLaunchTemplateVersionsResponseSuccessItem
 ]
 
 
 class DeleteLaunchTemplateVersionsResult(TypedDict, total=False):
-    SuccessfullyDeletedLaunchTemplateVersions: Optional[
-        DeleteLaunchTemplateVersionsResponseSuccessSet
-    ]
-    UnsuccessfullyDeletedLaunchTemplateVersions: Optional[
-        DeleteLaunchTemplateVersionsResponseErrorSet
-    ]
+    SuccessfullyDeletedLaunchTemplateVersions: DeleteLaunchTemplateVersionsResponseSuccessSet | None
+    UnsuccessfullyDeletedLaunchTemplateVersions: DeleteLaunchTemplateVersionsResponseErrorSet | None
 
 
 class DeleteLocalGatewayRouteRequest(ServiceRequest):
-    DestinationCidrBlock: Optional[String]
+    DestinationCidrBlock: String | None
     LocalGatewayRouteTableId: LocalGatewayRoutetableId
-    DryRun: Optional[Boolean]
-    DestinationPrefixListId: Optional[PrefixListResourceId]
+    DryRun: Boolean | None
+    DestinationPrefixListId: PrefixListResourceId | None
 
 
 class DeleteLocalGatewayRouteResult(TypedDict, total=False):
-    Route: Optional[LocalGatewayRoute]
+    Route: LocalGatewayRoute | None
 
 
 class DeleteLocalGatewayRouteTableRequest(ServiceRequest):
     LocalGatewayRouteTableId: LocalGatewayRoutetableId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class DeleteLocalGatewayRouteTableResult(TypedDict, total=False):
-    LocalGatewayRouteTable: Optional[LocalGatewayRouteTable]
+    LocalGatewayRouteTable: LocalGatewayRouteTable | None
 
 
 class DeleteLocalGatewayRouteTableVirtualInterfaceGroupAssociationRequest(ServiceRequest):
     LocalGatewayRouteTableVirtualInterfaceGroupAssociationId: (
         LocalGatewayRouteTableVirtualInterfaceGroupAssociationId
     )
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class DeleteLocalGatewayRouteTableVirtualInterfaceGroupAssociationResult(TypedDict, total=False):
-    LocalGatewayRouteTableVirtualInterfaceGroupAssociation: Optional[
-        LocalGatewayRouteTableVirtualInterfaceGroupAssociation
-    ]
+    LocalGatewayRouteTableVirtualInterfaceGroupAssociation: (
+        LocalGatewayRouteTableVirtualInterfaceGroupAssociation | None
+    )
 
 
 class DeleteLocalGatewayRouteTableVpcAssociationRequest(ServiceRequest):
     LocalGatewayRouteTableVpcAssociationId: LocalGatewayRouteTableVpcAssociationId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class DeleteLocalGatewayRouteTableVpcAssociationResult(TypedDict, total=False):
-    LocalGatewayRouteTableVpcAssociation: Optional[LocalGatewayRouteTableVpcAssociation]
+    LocalGatewayRouteTableVpcAssociation: LocalGatewayRouteTableVpcAssociation | None
 
 
 class DeleteLocalGatewayVirtualInterfaceGroupRequest(ServiceRequest):
     LocalGatewayVirtualInterfaceGroupId: LocalGatewayVirtualInterfaceGroupId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class DeleteLocalGatewayVirtualInterfaceGroupResult(TypedDict, total=False):
-    LocalGatewayVirtualInterfaceGroup: Optional[LocalGatewayVirtualInterfaceGroup]
+    LocalGatewayVirtualInterfaceGroup: LocalGatewayVirtualInterfaceGroup | None
 
 
 class DeleteLocalGatewayVirtualInterfaceRequest(ServiceRequest):
     LocalGatewayVirtualInterfaceId: LocalGatewayVirtualInterfaceId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class DeleteLocalGatewayVirtualInterfaceResult(TypedDict, total=False):
-    LocalGatewayVirtualInterface: Optional[LocalGatewayVirtualInterface]
+    LocalGatewayVirtualInterface: LocalGatewayVirtualInterface | None
 
 
 class DeleteManagedPrefixListRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     PrefixListId: PrefixListResourceId
 
 
 class DeleteManagedPrefixListResult(TypedDict, total=False):
-    PrefixList: Optional[ManagedPrefixList]
+    PrefixList: ManagedPrefixList | None
 
 
 class DeleteNatGatewayRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     NatGatewayId: NatGatewayId
 
 
 class DeleteNatGatewayResult(TypedDict, total=False):
-    NatGatewayId: Optional[String]
+    NatGatewayId: String | None
 
 
 class DeleteNetworkAclEntryRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     NetworkAclId: NetworkAclId
     RuleNumber: Integer
     Egress: Boolean
 
 
 class DeleteNetworkAclRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     NetworkAclId: NetworkAclId
 
 
 class DeleteNetworkInsightsAccessScopeAnalysisRequest(ServiceRequest):
     NetworkInsightsAccessScopeAnalysisId: NetworkInsightsAccessScopeAnalysisId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class DeleteNetworkInsightsAccessScopeAnalysisResult(TypedDict, total=False):
-    NetworkInsightsAccessScopeAnalysisId: Optional[NetworkInsightsAccessScopeAnalysisId]
+    NetworkInsightsAccessScopeAnalysisId: NetworkInsightsAccessScopeAnalysisId | None
 
 
 class DeleteNetworkInsightsAccessScopeRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     NetworkInsightsAccessScopeId: NetworkInsightsAccessScopeId
 
 
 class DeleteNetworkInsightsAccessScopeResult(TypedDict, total=False):
-    NetworkInsightsAccessScopeId: Optional[NetworkInsightsAccessScopeId]
+    NetworkInsightsAccessScopeId: NetworkInsightsAccessScopeId | None
 
 
 class DeleteNetworkInsightsAnalysisRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     NetworkInsightsAnalysisId: NetworkInsightsAnalysisId
 
 
 class DeleteNetworkInsightsAnalysisResult(TypedDict, total=False):
-    NetworkInsightsAnalysisId: Optional[NetworkInsightsAnalysisId]
+    NetworkInsightsAnalysisId: NetworkInsightsAnalysisId | None
 
 
 class DeleteNetworkInsightsPathRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     NetworkInsightsPathId: NetworkInsightsPathId
 
 
 class DeleteNetworkInsightsPathResult(TypedDict, total=False):
-    NetworkInsightsPathId: Optional[NetworkInsightsPathId]
+    NetworkInsightsPathId: NetworkInsightsPathId | None
 
 
 class DeleteNetworkInterfacePermissionRequest(ServiceRequest):
     NetworkInterfacePermissionId: NetworkInterfacePermissionId
-    Force: Optional[Boolean]
-    DryRun: Optional[Boolean]
+    Force: Boolean | None
+    DryRun: Boolean | None
 
 
 class DeleteNetworkInterfacePermissionResult(TypedDict, total=False):
-    Return: Optional[Boolean]
+    Return: Boolean | None
 
 
 class DeleteNetworkInterfaceRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     NetworkInterfaceId: NetworkInterfaceId
 
 
 class DeletePlacementGroupRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     GroupName: PlacementGroupName
 
 
 class DeletePublicIpv4PoolRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     PoolId: Ipv4PoolEc2Id
-    NetworkBorderGroup: Optional[String]
+    NetworkBorderGroup: String | None
 
 
 class DeletePublicIpv4PoolResult(TypedDict, total=False):
-    ReturnValue: Optional[Boolean]
+    ReturnValue: Boolean | None
 
 
 class DeleteQueuedReservedInstancesError(TypedDict, total=False):
-    Code: Optional[DeleteQueuedReservedInstancesErrorCode]
-    Message: Optional[String]
+    Code: DeleteQueuedReservedInstancesErrorCode | None
+    Message: String | None
 
 
-DeleteQueuedReservedInstancesIdList = List[ReservationId]
+DeleteQueuedReservedInstancesIdList = list[ReservationId]
 
 
 class DeleteQueuedReservedInstancesRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     ReservedInstancesIds: DeleteQueuedReservedInstancesIdList
 
 
 class FailedQueuedPurchaseDeletion(TypedDict, total=False):
-    Error: Optional[DeleteQueuedReservedInstancesError]
-    ReservedInstancesId: Optional[String]
+    Error: DeleteQueuedReservedInstancesError | None
+    ReservedInstancesId: String | None
 
 
-FailedQueuedPurchaseDeletionSet = List[FailedQueuedPurchaseDeletion]
+FailedQueuedPurchaseDeletionSet = list[FailedQueuedPurchaseDeletion]
 
 
 class SuccessfulQueuedPurchaseDeletion(TypedDict, total=False):
-    ReservedInstancesId: Optional[String]
+    ReservedInstancesId: String | None
 
 
-SuccessfulQueuedPurchaseDeletionSet = List[SuccessfulQueuedPurchaseDeletion]
+SuccessfulQueuedPurchaseDeletionSet = list[SuccessfulQueuedPurchaseDeletion]
 
 
 class DeleteQueuedReservedInstancesResult(TypedDict, total=False):
-    SuccessfulQueuedPurchaseDeletions: Optional[SuccessfulQueuedPurchaseDeletionSet]
-    FailedQueuedPurchaseDeletions: Optional[FailedQueuedPurchaseDeletionSet]
+    SuccessfulQueuedPurchaseDeletions: SuccessfulQueuedPurchaseDeletionSet | None
+    FailedQueuedPurchaseDeletions: FailedQueuedPurchaseDeletionSet | None
 
 
 class DeleteRouteRequest(ServiceRequest):
-    DestinationPrefixListId: Optional[PrefixListResourceId]
-    DryRun: Optional[Boolean]
+    DestinationPrefixListId: PrefixListResourceId | None
+    DryRun: Boolean | None
     RouteTableId: RouteTableId
-    DestinationCidrBlock: Optional[String]
-    DestinationIpv6CidrBlock: Optional[String]
+    DestinationCidrBlock: String | None
+    DestinationIpv6CidrBlock: String | None
 
 
 class DeleteRouteServerEndpointRequest(ServiceRequest):
     RouteServerEndpointId: RouteServerEndpointId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class DeleteRouteServerEndpointResult(TypedDict, total=False):
-    RouteServerEndpoint: Optional[RouteServerEndpoint]
+    RouteServerEndpoint: RouteServerEndpoint | None
 
 
 class DeleteRouteServerPeerRequest(ServiceRequest):
     RouteServerPeerId: RouteServerPeerId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class DeleteRouteServerPeerResult(TypedDict, total=False):
-    RouteServerPeer: Optional[RouteServerPeer]
+    RouteServerPeer: RouteServerPeer | None
 
 
 class DeleteRouteServerRequest(ServiceRequest):
     RouteServerId: RouteServerId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class DeleteRouteServerResult(TypedDict, total=False):
-    RouteServer: Optional[RouteServer]
+    RouteServer: RouteServer | None
 
 
 class DeleteRouteTableRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     RouteTableId: RouteTableId
 
 
 class DeleteSecurityGroupRequest(ServiceRequest):
-    GroupId: Optional[SecurityGroupId]
-    GroupName: Optional[SecurityGroupName]
-    DryRun: Optional[Boolean]
+    GroupId: SecurityGroupId | None
+    GroupName: SecurityGroupName | None
+    DryRun: Boolean | None
 
 
 class DeleteSecurityGroupResult(TypedDict, total=False):
-    Return: Optional[Boolean]
-    GroupId: Optional[SecurityGroupId]
+    Return: Boolean | None
+    GroupId: SecurityGroupId | None
 
 
 class DeleteSnapshotRequest(ServiceRequest):
     SnapshotId: SnapshotId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class DeleteSnapshotReturnCode(TypedDict, total=False):
-    SnapshotId: Optional[SnapshotId]
-    ReturnCode: Optional[SnapshotReturnCodes]
+    SnapshotId: SnapshotId | None
+    ReturnCode: SnapshotReturnCodes | None
 
 
-DeleteSnapshotResultSet = List[DeleteSnapshotReturnCode]
+DeleteSnapshotResultSet = list[DeleteSnapshotReturnCode]
 
 
 class DeleteSpotDatafeedSubscriptionRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class DeleteSubnetCidrReservationRequest(ServiceRequest):
     SubnetCidrReservationId: SubnetCidrReservationId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class DeleteSubnetCidrReservationResult(TypedDict, total=False):
-    DeletedSubnetCidrReservation: Optional[SubnetCidrReservation]
+    DeletedSubnetCidrReservation: SubnetCidrReservation | None
 
 
 class DeleteSubnetRequest(ServiceRequest):
     SubnetId: SubnetId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class DeleteTagsRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     Resources: ResourceIdList
-    Tags: Optional[TagList]
+    Tags: TagList | None
 
 
 class DeleteTrafficMirrorFilterRequest(ServiceRequest):
     TrafficMirrorFilterId: TrafficMirrorFilterId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class DeleteTrafficMirrorFilterResult(TypedDict, total=False):
-    TrafficMirrorFilterId: Optional[String]
+    TrafficMirrorFilterId: String | None
 
 
 class DeleteTrafficMirrorFilterRuleRequest(ServiceRequest):
     TrafficMirrorFilterRuleId: TrafficMirrorFilterRuleIdWithResolver
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class DeleteTrafficMirrorFilterRuleResult(TypedDict, total=False):
-    TrafficMirrorFilterRuleId: Optional[String]
+    TrafficMirrorFilterRuleId: String | None
 
 
 class DeleteTrafficMirrorSessionRequest(ServiceRequest):
     TrafficMirrorSessionId: TrafficMirrorSessionId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class DeleteTrafficMirrorSessionResult(TypedDict, total=False):
-    TrafficMirrorSessionId: Optional[String]
+    TrafficMirrorSessionId: String | None
 
 
 class DeleteTrafficMirrorTargetRequest(ServiceRequest):
     TrafficMirrorTargetId: TrafficMirrorTargetId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class DeleteTrafficMirrorTargetResult(TypedDict, total=False):
-    TrafficMirrorTargetId: Optional[String]
+    TrafficMirrorTargetId: String | None
 
 
 class DeleteTransitGatewayConnectPeerRequest(ServiceRequest):
     TransitGatewayConnectPeerId: TransitGatewayConnectPeerId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class DeleteTransitGatewayConnectPeerResult(TypedDict, total=False):
-    TransitGatewayConnectPeer: Optional[TransitGatewayConnectPeer]
+    TransitGatewayConnectPeer: TransitGatewayConnectPeer | None
 
 
 class DeleteTransitGatewayConnectRequest(ServiceRequest):
     TransitGatewayAttachmentId: TransitGatewayAttachmentId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class DeleteTransitGatewayConnectResult(TypedDict, total=False):
-    TransitGatewayConnect: Optional[TransitGatewayConnect]
+    TransitGatewayConnect: TransitGatewayConnect | None
 
 
 class DeleteTransitGatewayMulticastDomainRequest(ServiceRequest):
     TransitGatewayMulticastDomainId: TransitGatewayMulticastDomainId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class DeleteTransitGatewayMulticastDomainResult(TypedDict, total=False):
-    TransitGatewayMulticastDomain: Optional[TransitGatewayMulticastDomain]
+    TransitGatewayMulticastDomain: TransitGatewayMulticastDomain | None
 
 
 class DeleteTransitGatewayPeeringAttachmentRequest(ServiceRequest):
     TransitGatewayAttachmentId: TransitGatewayAttachmentId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class DeleteTransitGatewayPeeringAttachmentResult(TypedDict, total=False):
-    TransitGatewayPeeringAttachment: Optional[TransitGatewayPeeringAttachment]
+    TransitGatewayPeeringAttachment: TransitGatewayPeeringAttachment | None
 
 
 class DeleteTransitGatewayPolicyTableRequest(ServiceRequest):
     TransitGatewayPolicyTableId: TransitGatewayPolicyTableId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class DeleteTransitGatewayPolicyTableResult(TypedDict, total=False):
-    TransitGatewayPolicyTable: Optional[TransitGatewayPolicyTable]
+    TransitGatewayPolicyTable: TransitGatewayPolicyTable | None
 
 
 class DeleteTransitGatewayPrefixListReferenceRequest(ServiceRequest):
     TransitGatewayRouteTableId: TransitGatewayRouteTableId
     PrefixListId: PrefixListResourceId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class DeleteTransitGatewayPrefixListReferenceResult(TypedDict, total=False):
-    TransitGatewayPrefixListReference: Optional[TransitGatewayPrefixListReference]
+    TransitGatewayPrefixListReference: TransitGatewayPrefixListReference | None
 
 
 class DeleteTransitGatewayRequest(ServiceRequest):
     TransitGatewayId: TransitGatewayId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class DeleteTransitGatewayResult(TypedDict, total=False):
-    TransitGateway: Optional[TransitGateway]
+    TransitGateway: TransitGateway | None
 
 
 class DeleteTransitGatewayRouteRequest(ServiceRequest):
     TransitGatewayRouteTableId: TransitGatewayRouteTableId
     DestinationCidrBlock: String
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class DeleteTransitGatewayRouteResult(TypedDict, total=False):
-    Route: Optional[TransitGatewayRoute]
+    Route: TransitGatewayRoute | None
 
 
 class DeleteTransitGatewayRouteTableAnnouncementRequest(ServiceRequest):
     TransitGatewayRouteTableAnnouncementId: TransitGatewayRouteTableAnnouncementId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class DeleteTransitGatewayRouteTableAnnouncementResult(TypedDict, total=False):
-    TransitGatewayRouteTableAnnouncement: Optional[TransitGatewayRouteTableAnnouncement]
+    TransitGatewayRouteTableAnnouncement: TransitGatewayRouteTableAnnouncement | None
 
 
 class DeleteTransitGatewayRouteTableRequest(ServiceRequest):
     TransitGatewayRouteTableId: TransitGatewayRouteTableId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class DeleteTransitGatewayRouteTableResult(TypedDict, total=False):
-    TransitGatewayRouteTable: Optional[TransitGatewayRouteTable]
+    TransitGatewayRouteTable: TransitGatewayRouteTable | None
 
 
 class DeleteTransitGatewayVpcAttachmentRequest(ServiceRequest):
     TransitGatewayAttachmentId: TransitGatewayAttachmentId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class DeleteTransitGatewayVpcAttachmentResult(TypedDict, total=False):
-    TransitGatewayVpcAttachment: Optional[TransitGatewayVpcAttachment]
+    TransitGatewayVpcAttachment: TransitGatewayVpcAttachment | None
 
 
 class DeleteVerifiedAccessEndpointRequest(ServiceRequest):
     VerifiedAccessEndpointId: VerifiedAccessEndpointId
-    ClientToken: Optional[String]
-    DryRun: Optional[Boolean]
+    ClientToken: String | None
+    DryRun: Boolean | None
 
 
 class DeleteVerifiedAccessEndpointResult(TypedDict, total=False):
-    VerifiedAccessEndpoint: Optional[VerifiedAccessEndpoint]
+    VerifiedAccessEndpoint: VerifiedAccessEndpoint | None
 
 
 class DeleteVerifiedAccessGroupRequest(ServiceRequest):
     VerifiedAccessGroupId: VerifiedAccessGroupId
-    ClientToken: Optional[String]
-    DryRun: Optional[Boolean]
+    ClientToken: String | None
+    DryRun: Boolean | None
 
 
 class DeleteVerifiedAccessGroupResult(TypedDict, total=False):
-    VerifiedAccessGroup: Optional[VerifiedAccessGroup]
+    VerifiedAccessGroup: VerifiedAccessGroup | None
 
 
 class DeleteVerifiedAccessInstanceRequest(ServiceRequest):
     VerifiedAccessInstanceId: VerifiedAccessInstanceId
-    DryRun: Optional[Boolean]
-    ClientToken: Optional[String]
+    DryRun: Boolean | None
+    ClientToken: String | None
 
 
 class DeleteVerifiedAccessInstanceResult(TypedDict, total=False):
-    VerifiedAccessInstance: Optional[VerifiedAccessInstance]
+    VerifiedAccessInstance: VerifiedAccessInstance | None
 
 
 class DeleteVerifiedAccessTrustProviderRequest(ServiceRequest):
     VerifiedAccessTrustProviderId: VerifiedAccessTrustProviderId
-    DryRun: Optional[Boolean]
-    ClientToken: Optional[String]
+    DryRun: Boolean | None
+    ClientToken: String | None
 
 
 class DeleteVerifiedAccessTrustProviderResult(TypedDict, total=False):
-    VerifiedAccessTrustProvider: Optional[VerifiedAccessTrustProvider]
+    VerifiedAccessTrustProvider: VerifiedAccessTrustProvider | None
 
 
 class DeleteVolumeRequest(ServiceRequest):
     VolumeId: VolumeId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class DeleteVpcBlockPublicAccessExclusionRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     ExclusionId: VpcBlockPublicAccessExclusionId
 
 
 class DeleteVpcBlockPublicAccessExclusionResult(TypedDict, total=False):
-    VpcBlockPublicAccessExclusion: Optional[VpcBlockPublicAccessExclusion]
+    VpcBlockPublicAccessExclusion: VpcBlockPublicAccessExclusion | None
 
 
 class DeleteVpcEndpointConnectionNotificationsRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     ConnectionNotificationIds: ConnectionNotificationIdsList
 
 
 class DeleteVpcEndpointConnectionNotificationsResult(TypedDict, total=False):
-    Unsuccessful: Optional[UnsuccessfulItemSet]
+    Unsuccessful: UnsuccessfulItemSet | None
 
 
-VpcEndpointServiceIdList = List[VpcEndpointServiceId]
+VpcEndpointServiceIdList = list[VpcEndpointServiceId]
 
 
 class DeleteVpcEndpointServiceConfigurationsRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     ServiceIds: VpcEndpointServiceIdList
 
 
 class DeleteVpcEndpointServiceConfigurationsResult(TypedDict, total=False):
-    Unsuccessful: Optional[UnsuccessfulItemSet]
+    Unsuccessful: UnsuccessfulItemSet | None
 
 
 class DeleteVpcEndpointsRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     VpcEndpointIds: VpcEndpointIdList
 
 
 class DeleteVpcEndpointsResult(TypedDict, total=False):
-    Unsuccessful: Optional[UnsuccessfulItemSet]
+    Unsuccessful: UnsuccessfulItemSet | None
 
 
 class DeleteVpcPeeringConnectionRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     VpcPeeringConnectionId: VpcPeeringConnectionId
 
 
 class DeleteVpcPeeringConnectionResult(TypedDict, total=False):
-    Return: Optional[Boolean]
+    Return: Boolean | None
 
 
 class DeleteVpcRequest(ServiceRequest):
     VpcId: VpcId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class DeleteVpnConnectionRequest(ServiceRequest):
     VpnConnectionId: VpnConnectionId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class DeleteVpnConnectionRouteRequest(ServiceRequest):
@@ -12069,3399 +12096,3400 @@ class DeleteVpnConnectionRouteRequest(ServiceRequest):
 
 class DeleteVpnGatewayRequest(ServiceRequest):
     VpnGatewayId: VpnGatewayId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class DeprecationTimeCondition(TypedDict, total=False):
-    MaximumDaysSinceDeprecated: Optional[MaximumDaysSinceDeprecatedValue]
+    MaximumDaysSinceDeprecated: MaximumDaysSinceDeprecatedValue | None
 
 
 class DeprecationTimeConditionRequest(TypedDict, total=False):
-    MaximumDaysSinceDeprecated: Optional[MaximumDaysSinceDeprecatedValue]
+    MaximumDaysSinceDeprecated: MaximumDaysSinceDeprecatedValue | None
 
 
 class DeprovisionByoipCidrRequest(ServiceRequest):
     Cidr: String
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class DeprovisionByoipCidrResult(TypedDict, total=False):
-    ByoipCidr: Optional[ByoipCidr]
+    ByoipCidr: ByoipCidr | None
 
 
 class DeprovisionIpamByoasnRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     IpamId: IpamId
     Asn: String
 
 
 class DeprovisionIpamByoasnResult(TypedDict, total=False):
-    Byoasn: Optional[Byoasn]
+    Byoasn: Byoasn | None
 
 
 class DeprovisionIpamPoolCidrRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     IpamPoolId: IpamPoolId
-    Cidr: Optional[String]
+    Cidr: String | None
 
 
 class IpamPoolCidrFailureReason(TypedDict, total=False):
-    Code: Optional[IpamPoolCidrFailureCode]
-    Message: Optional[String]
+    Code: IpamPoolCidrFailureCode | None
+    Message: String | None
 
 
 class IpamPoolCidr(TypedDict, total=False):
-    Cidr: Optional[String]
-    State: Optional[IpamPoolCidrState]
-    FailureReason: Optional[IpamPoolCidrFailureReason]
-    IpamPoolCidrId: Optional[IpamPoolCidrId]
-    NetmaskLength: Optional[Integer]
+    Cidr: String | None
+    State: IpamPoolCidrState | None
+    FailureReason: IpamPoolCidrFailureReason | None
+    IpamPoolCidrId: IpamPoolCidrId | None
+    NetmaskLength: Integer | None
 
 
 class DeprovisionIpamPoolCidrResult(TypedDict, total=False):
-    IpamPoolCidr: Optional[IpamPoolCidr]
+    IpamPoolCidr: IpamPoolCidr | None
 
 
 class DeprovisionPublicIpv4PoolCidrRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     PoolId: Ipv4PoolEc2Id
     Cidr: String
 
 
-DeprovisionedAddressSet = List[String]
+DeprovisionedAddressSet = list[String]
 
 
 class DeprovisionPublicIpv4PoolCidrResult(TypedDict, total=False):
-    PoolId: Optional[Ipv4PoolEc2Id]
-    DeprovisionedAddresses: Optional[DeprovisionedAddressSet]
+    PoolId: Ipv4PoolEc2Id | None
+    DeprovisionedAddresses: DeprovisionedAddressSet | None
 
 
 class DeregisterImageRequest(ServiceRequest):
     ImageId: ImageId
-    DeleteAssociatedSnapshots: Optional[Boolean]
-    DryRun: Optional[Boolean]
+    DeleteAssociatedSnapshots: Boolean | None
+    DryRun: Boolean | None
 
 
 class DeregisterImageResult(TypedDict, total=False):
-    Return: Optional[Boolean]
-    DeleteSnapshotResults: Optional[DeleteSnapshotResultSet]
+    Return: Boolean | None
+    DeleteSnapshotResults: DeleteSnapshotResultSet | None
 
 
-InstanceTagKeySet = List[String]
+InstanceTagKeySet = list[String]
 
 
 class DeregisterInstanceTagAttributeRequest(TypedDict, total=False):
-    IncludeAllTagsOfInstance: Optional[Boolean]
-    InstanceTagKeys: Optional[InstanceTagKeySet]
+    IncludeAllTagsOfInstance: Boolean | None
+    InstanceTagKeys: InstanceTagKeySet | None
 
 
 class DeregisterInstanceEventNotificationAttributesRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     InstanceTagAttribute: DeregisterInstanceTagAttributeRequest
 
 
 class InstanceTagNotificationAttribute(TypedDict, total=False):
-    InstanceTagKeys: Optional[InstanceTagKeySet]
-    IncludeAllTagsOfInstance: Optional[Boolean]
+    InstanceTagKeys: InstanceTagKeySet | None
+    IncludeAllTagsOfInstance: Boolean | None
 
 
 class DeregisterInstanceEventNotificationAttributesResult(TypedDict, total=False):
-    InstanceTagAttribute: Optional[InstanceTagNotificationAttribute]
+    InstanceTagAttribute: InstanceTagNotificationAttribute | None
 
 
-TransitGatewayNetworkInterfaceIdList = List[NetworkInterfaceId]
+TransitGatewayNetworkInterfaceIdList = list[NetworkInterfaceId]
 
 
 class DeregisterTransitGatewayMulticastGroupMembersRequest(ServiceRequest):
-    TransitGatewayMulticastDomainId: Optional[TransitGatewayMulticastDomainId]
-    GroupIpAddress: Optional[String]
-    NetworkInterfaceIds: Optional[TransitGatewayNetworkInterfaceIdList]
-    DryRun: Optional[Boolean]
+    TransitGatewayMulticastDomainId: TransitGatewayMulticastDomainId | None
+    GroupIpAddress: String | None
+    NetworkInterfaceIds: TransitGatewayNetworkInterfaceIdList | None
+    DryRun: Boolean | None
 
 
 class TransitGatewayMulticastDeregisteredGroupMembers(TypedDict, total=False):
-    TransitGatewayMulticastDomainId: Optional[String]
-    DeregisteredNetworkInterfaceIds: Optional[ValueStringList]
-    GroupIpAddress: Optional[String]
+    TransitGatewayMulticastDomainId: String | None
+    DeregisteredNetworkInterfaceIds: ValueStringList | None
+    GroupIpAddress: String | None
 
 
 class DeregisterTransitGatewayMulticastGroupMembersResult(TypedDict, total=False):
-    DeregisteredMulticastGroupMembers: Optional[TransitGatewayMulticastDeregisteredGroupMembers]
+    DeregisteredMulticastGroupMembers: TransitGatewayMulticastDeregisteredGroupMembers | None
 
 
 class DeregisterTransitGatewayMulticastGroupSourcesRequest(ServiceRequest):
-    TransitGatewayMulticastDomainId: Optional[TransitGatewayMulticastDomainId]
-    GroupIpAddress: Optional[String]
-    NetworkInterfaceIds: Optional[TransitGatewayNetworkInterfaceIdList]
-    DryRun: Optional[Boolean]
+    TransitGatewayMulticastDomainId: TransitGatewayMulticastDomainId | None
+    GroupIpAddress: String | None
+    NetworkInterfaceIds: TransitGatewayNetworkInterfaceIdList | None
+    DryRun: Boolean | None
 
 
 class TransitGatewayMulticastDeregisteredGroupSources(TypedDict, total=False):
-    TransitGatewayMulticastDomainId: Optional[String]
-    DeregisteredNetworkInterfaceIds: Optional[ValueStringList]
-    GroupIpAddress: Optional[String]
+    TransitGatewayMulticastDomainId: String | None
+    DeregisteredNetworkInterfaceIds: ValueStringList | None
+    GroupIpAddress: String | None
 
 
 class DeregisterTransitGatewayMulticastGroupSourcesResult(TypedDict, total=False):
-    DeregisteredMulticastGroupSources: Optional[TransitGatewayMulticastDeregisteredGroupSources]
+    DeregisteredMulticastGroupSources: TransitGatewayMulticastDeregisteredGroupSources | None
 
 
 class DescribeAccountAttributesRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    AttributeNames: Optional[AccountAttributeNameStringList]
+    DryRun: Boolean | None
+    AttributeNames: AccountAttributeNameStringList | None
 
 
 class DescribeAccountAttributesResult(TypedDict, total=False):
-    AccountAttributes: Optional[AccountAttributeList]
+    AccountAttributes: AccountAttributeList | None
 
 
 class DescribeAddressTransfersRequest(ServiceRequest):
-    AllocationIds: Optional[AllocationIdList]
-    NextToken: Optional[String]
-    MaxResults: Optional[DescribeAddressTransfersMaxResults]
-    DryRun: Optional[Boolean]
+    AllocationIds: AllocationIdList | None
+    NextToken: String | None
+    MaxResults: DescribeAddressTransfersMaxResults | None
+    DryRun: Boolean | None
 
 
 class DescribeAddressTransfersResult(TypedDict, total=False):
-    AddressTransfers: Optional[AddressTransferList]
-    NextToken: Optional[String]
+    AddressTransfers: AddressTransferList | None
+    NextToken: String | None
 
 
 class DescribeAddressesAttributeRequest(ServiceRequest):
-    AllocationIds: Optional[AllocationIds]
-    Attribute: Optional[AddressAttributeName]
-    NextToken: Optional[NextToken]
-    MaxResults: Optional[AddressMaxResults]
-    DryRun: Optional[Boolean]
+    AllocationIds: AllocationIds | None
+    Attribute: AddressAttributeName | None
+    NextToken: NextToken | None
+    MaxResults: AddressMaxResults | None
+    DryRun: Boolean | None
 
 
 class DescribeAddressesAttributeResult(TypedDict, total=False):
-    Addresses: Optional[AddressSet]
-    NextToken: Optional[NextToken]
+    Addresses: AddressSet | None
+    NextToken: NextToken | None
 
 
 class Filter(TypedDict, total=False):
-    Name: Optional[String]
-    Values: Optional[ValueStringList]
+    Name: String | None
+    Values: ValueStringList | None
 
 
-FilterList = List[Filter]
-PublicIpStringList = List[String]
+FilterList = list[Filter]
+PublicIpStringList = list[String]
 
 
 class DescribeAddressesRequest(ServiceRequest):
-    PublicIps: Optional[PublicIpStringList]
-    DryRun: Optional[Boolean]
-    Filters: Optional[FilterList]
-    AllocationIds: Optional[AllocationIdList]
+    PublicIps: PublicIpStringList | None
+    DryRun: Boolean | None
+    Filters: FilterList | None
+    AllocationIds: AllocationIdList | None
 
 
 class DescribeAddressesResult(TypedDict, total=False):
-    Addresses: Optional[AddressList]
+    Addresses: AddressList | None
 
 
 class DescribeAggregateIdFormatRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class IdFormat(TypedDict, total=False):
-    Deadline: Optional[DateTime]
-    Resource: Optional[String]
-    UseLongIds: Optional[Boolean]
+    Deadline: DateTime | None
+    Resource: String | None
+    UseLongIds: Boolean | None
 
 
-IdFormatList = List[IdFormat]
+IdFormatList = list[IdFormat]
 
 
 class DescribeAggregateIdFormatResult(TypedDict, total=False):
-    UseLongIdsAggregated: Optional[Boolean]
-    Statuses: Optional[IdFormatList]
+    UseLongIdsAggregated: Boolean | None
+    Statuses: IdFormatList | None
 
 
-ZoneIdStringList = List[String]
-ZoneNameStringList = List[String]
+ZoneIdStringList = list[String]
+ZoneNameStringList = list[String]
 
 
 class DescribeAvailabilityZonesRequest(ServiceRequest):
-    ZoneNames: Optional[ZoneNameStringList]
-    ZoneIds: Optional[ZoneIdStringList]
-    AllAvailabilityZones: Optional[Boolean]
-    DryRun: Optional[Boolean]
-    Filters: Optional[FilterList]
+    ZoneNames: ZoneNameStringList | None
+    ZoneIds: ZoneIdStringList | None
+    AllAvailabilityZones: Boolean | None
+    DryRun: Boolean | None
+    Filters: FilterList | None
 
 
 class DescribeAvailabilityZonesResult(TypedDict, total=False):
-    AvailabilityZones: Optional[AvailabilityZoneList]
+    AvailabilityZones: AvailabilityZoneList | None
 
 
 class DescribeAwsNetworkPerformanceMetricSubscriptionsRequest(ServiceRequest):
-    MaxResults: Optional[MaxResultsParam]
-    NextToken: Optional[String]
-    Filters: Optional[FilterList]
-    DryRun: Optional[Boolean]
+    MaxResults: MaxResultsParam | None
+    NextToken: String | None
+    Filters: FilterList | None
+    DryRun: Boolean | None
 
 
 class Subscription(TypedDict, total=False):
-    Source: Optional[String]
-    Destination: Optional[String]
-    Metric: Optional[MetricType]
-    Statistic: Optional[StatisticType]
-    Period: Optional[PeriodType]
+    Source: String | None
+    Destination: String | None
+    Metric: MetricType | None
+    Statistic: StatisticType | None
+    Period: PeriodType | None
 
 
-SubscriptionList = List[Subscription]
+SubscriptionList = list[Subscription]
 
 
 class DescribeAwsNetworkPerformanceMetricSubscriptionsResult(TypedDict, total=False):
-    NextToken: Optional[String]
-    Subscriptions: Optional[SubscriptionList]
+    NextToken: String | None
+    Subscriptions: SubscriptionList | None
 
 
 class DescribeBundleTasksRequest(ServiceRequest):
-    BundleIds: Optional[BundleIdStringList]
-    DryRun: Optional[Boolean]
-    Filters: Optional[FilterList]
+    BundleIds: BundleIdStringList | None
+    DryRun: Boolean | None
+    Filters: FilterList | None
 
 
 class DescribeBundleTasksResult(TypedDict, total=False):
-    BundleTasks: Optional[BundleTaskList]
+    BundleTasks: BundleTaskList | None
 
 
 class DescribeByoipCidrsRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     MaxResults: DescribeByoipCidrsMaxResults
-    NextToken: Optional[NextToken]
+    NextToken: NextToken | None
 
 
 class DescribeByoipCidrsResult(TypedDict, total=False):
-    ByoipCidrs: Optional[ByoipCidrSet]
-    NextToken: Optional[String]
+    ByoipCidrs: ByoipCidrSet | None
+    NextToken: String | None
 
 
 class DescribeCapacityBlockExtensionHistoryRequest(ServiceRequest):
-    CapacityReservationIds: Optional[CapacityReservationIdSet]
-    NextToken: Optional[String]
-    MaxResults: Optional[DescribeFutureCapacityMaxResults]
-    Filters: Optional[FilterList]
-    DryRun: Optional[Boolean]
+    CapacityReservationIds: CapacityReservationIdSet | None
+    NextToken: String | None
+    MaxResults: DescribeFutureCapacityMaxResults | None
+    Filters: FilterList | None
+    DryRun: Boolean | None
 
 
 class DescribeCapacityBlockExtensionHistoryResult(TypedDict, total=False):
-    CapacityBlockExtensions: Optional[CapacityBlockExtensionSet]
-    NextToken: Optional[String]
+    CapacityBlockExtensions: CapacityBlockExtensionSet | None
+    NextToken: String | None
 
 
 class DescribeCapacityBlockExtensionOfferingsRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     CapacityBlockExtensionDurationHours: Integer
     CapacityReservationId: CapacityReservationId
-    NextToken: Optional[String]
-    MaxResults: Optional[DescribeCapacityBlockExtensionOfferingsMaxResults]
+    NextToken: String | None
+    MaxResults: DescribeCapacityBlockExtensionOfferingsMaxResults | None
 
 
 class DescribeCapacityBlockExtensionOfferingsResult(TypedDict, total=False):
-    CapacityBlockExtensionOfferings: Optional[CapacityBlockExtensionOfferingSet]
-    NextToken: Optional[String]
+    CapacityBlockExtensionOfferings: CapacityBlockExtensionOfferingSet | None
+    NextToken: String | None
 
 
 class DescribeCapacityBlockOfferingsRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    InstanceType: Optional[String]
-    InstanceCount: Optional[Integer]
-    StartDateRange: Optional[MillisecondDateTime]
-    EndDateRange: Optional[MillisecondDateTime]
+    DryRun: Boolean | None
+    InstanceType: String | None
+    InstanceCount: Integer | None
+    StartDateRange: MillisecondDateTime | None
+    EndDateRange: MillisecondDateTime | None
     CapacityDurationHours: Integer
-    NextToken: Optional[String]
-    MaxResults: Optional[DescribeCapacityBlockOfferingsMaxResults]
-    UltraserverType: Optional[String]
-    UltraserverCount: Optional[Integer]
+    NextToken: String | None
+    MaxResults: DescribeCapacityBlockOfferingsMaxResults | None
+    UltraserverType: String | None
+    UltraserverCount: Integer | None
 
 
 class DescribeCapacityBlockOfferingsResult(TypedDict, total=False):
-    CapacityBlockOfferings: Optional[CapacityBlockOfferingSet]
-    NextToken: Optional[String]
+    CapacityBlockOfferings: CapacityBlockOfferingSet | None
+    NextToken: String | None
 
 
 class DescribeCapacityBlockStatusRequest(ServiceRequest):
-    CapacityBlockIds: Optional[CapacityBlockIds]
-    NextToken: Optional[String]
-    MaxResults: Optional[DescribeCapacityBlockStatusMaxResults]
-    Filters: Optional[FilterList]
-    DryRun: Optional[Boolean]
+    CapacityBlockIds: CapacityBlockIds | None
+    NextToken: String | None
+    MaxResults: DescribeCapacityBlockStatusMaxResults | None
+    Filters: FilterList | None
+    DryRun: Boolean | None
 
 
 class DescribeCapacityBlockStatusResult(TypedDict, total=False):
-    CapacityBlockStatuses: Optional[CapacityBlockStatusSet]
-    NextToken: Optional[String]
+    CapacityBlockStatuses: CapacityBlockStatusSet | None
+    NextToken: String | None
 
 
 class DescribeCapacityBlocksRequest(ServiceRequest):
-    CapacityBlockIds: Optional[CapacityBlockIds]
-    NextToken: Optional[String]
-    MaxResults: Optional[DescribeCapacityBlocksMaxResults]
-    Filters: Optional[FilterList]
-    DryRun: Optional[Boolean]
+    CapacityBlockIds: CapacityBlockIds | None
+    NextToken: String | None
+    MaxResults: DescribeCapacityBlocksMaxResults | None
+    Filters: FilterList | None
+    DryRun: Boolean | None
 
 
 class DescribeCapacityBlocksResult(TypedDict, total=False):
-    CapacityBlocks: Optional[CapacityBlockSet]
-    NextToken: Optional[String]
+    CapacityBlocks: CapacityBlockSet | None
+    NextToken: String | None
 
 
 class DescribeCapacityManagerDataExportsRequest(ServiceRequest):
-    CapacityManagerDataExportIds: Optional[CapacityManagerDataExportIdSet]
-    MaxResults: Optional[DescribeCapacityManagerDataExportsRequestMaxResults]
-    NextToken: Optional[String]
-    DryRun: Optional[Boolean]
-    Filters: Optional[FilterList]
+    CapacityManagerDataExportIds: CapacityManagerDataExportIdSet | None
+    MaxResults: DescribeCapacityManagerDataExportsRequestMaxResults | None
+    NextToken: String | None
+    DryRun: Boolean | None
+    Filters: FilterList | None
 
 
 class DescribeCapacityManagerDataExportsResult(TypedDict, total=False):
-    CapacityManagerDataExports: Optional[CapacityManagerDataExportResponseSet]
-    NextToken: Optional[String]
+    CapacityManagerDataExports: CapacityManagerDataExportResponseSet | None
+    NextToken: String | None
 
 
 class DescribeCapacityReservationBillingRequestsRequest(ServiceRequest):
-    CapacityReservationIds: Optional[CapacityReservationIdSet]
+    CapacityReservationIds: CapacityReservationIdSet | None
     Role: CallerRole
-    NextToken: Optional[String]
-    MaxResults: Optional[DescribeCapacityReservationBillingRequestsRequestMaxResults]
-    Filters: Optional[FilterList]
-    DryRun: Optional[Boolean]
+    NextToken: String | None
+    MaxResults: DescribeCapacityReservationBillingRequestsRequestMaxResults | None
+    Filters: FilterList | None
+    DryRun: Boolean | None
 
 
 class DescribeCapacityReservationBillingRequestsResult(TypedDict, total=False):
-    NextToken: Optional[String]
-    CapacityReservationBillingRequests: Optional[CapacityReservationBillingRequestSet]
+    NextToken: String | None
+    CapacityReservationBillingRequests: CapacityReservationBillingRequestSet | None
 
 
 class DescribeCapacityReservationFleetsRequest(ServiceRequest):
-    CapacityReservationFleetIds: Optional[CapacityReservationFleetIdSet]
-    NextToken: Optional[String]
-    MaxResults: Optional[DescribeCapacityReservationFleetsMaxResults]
-    Filters: Optional[FilterList]
-    DryRun: Optional[Boolean]
+    CapacityReservationFleetIds: CapacityReservationFleetIdSet | None
+    NextToken: String | None
+    MaxResults: DescribeCapacityReservationFleetsMaxResults | None
+    Filters: FilterList | None
+    DryRun: Boolean | None
 
 
 class DescribeCapacityReservationFleetsResult(TypedDict, total=False):
-    CapacityReservationFleets: Optional[CapacityReservationFleetSet]
-    NextToken: Optional[String]
+    CapacityReservationFleets: CapacityReservationFleetSet | None
+    NextToken: String | None
 
 
 class DescribeCapacityReservationTopologyRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    NextToken: Optional[String]
-    MaxResults: Optional[DescribeCapacityReservationTopologyMaxResults]
-    CapacityReservationIds: Optional[CapacityReservationIdSet]
-    Filters: Optional[FilterList]
+    DryRun: Boolean | None
+    NextToken: String | None
+    MaxResults: DescribeCapacityReservationTopologyMaxResults | None
+    CapacityReservationIds: CapacityReservationIdSet | None
+    Filters: FilterList | None
 
 
 class DescribeCapacityReservationTopologyResult(TypedDict, total=False):
-    NextToken: Optional[String]
-    CapacityReservations: Optional[CapacityReservationTopologySet]
+    NextToken: String | None
+    CapacityReservations: CapacityReservationTopologySet | None
 
 
 class DescribeCapacityReservationsRequest(ServiceRequest):
-    CapacityReservationIds: Optional[CapacityReservationIdSet]
-    NextToken: Optional[String]
-    MaxResults: Optional[DescribeCapacityReservationsMaxResults]
-    Filters: Optional[FilterList]
-    DryRun: Optional[Boolean]
+    CapacityReservationIds: CapacityReservationIdSet | None
+    NextToken: String | None
+    MaxResults: DescribeCapacityReservationsMaxResults | None
+    Filters: FilterList | None
+    DryRun: Boolean | None
 
 
 class DescribeCapacityReservationsResult(TypedDict, total=False):
-    NextToken: Optional[String]
-    CapacityReservations: Optional[CapacityReservationSet]
+    NextToken: String | None
+    CapacityReservations: CapacityReservationSet | None
 
 
 class DescribeCarrierGatewaysRequest(ServiceRequest):
-    CarrierGatewayIds: Optional[CarrierGatewayIdSet]
-    Filters: Optional[FilterList]
-    MaxResults: Optional[CarrierGatewayMaxResults]
-    NextToken: Optional[String]
-    DryRun: Optional[Boolean]
+    CarrierGatewayIds: CarrierGatewayIdSet | None
+    Filters: FilterList | None
+    MaxResults: CarrierGatewayMaxResults | None
+    NextToken: String | None
+    DryRun: Boolean | None
 
 
 class DescribeCarrierGatewaysResult(TypedDict, total=False):
-    CarrierGateways: Optional[CarrierGatewaySet]
-    NextToken: Optional[String]
+    CarrierGateways: CarrierGatewaySet | None
+    NextToken: String | None
 
 
-InstanceIdStringList = List[InstanceId]
+InstanceIdStringList = list[InstanceId]
 
 
 class DescribeClassicLinkInstancesRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    InstanceIds: Optional[InstanceIdStringList]
-    Filters: Optional[FilterList]
-    NextToken: Optional[String]
-    MaxResults: Optional[DescribeClassicLinkInstancesMaxResults]
+    DryRun: Boolean | None
+    InstanceIds: InstanceIdStringList | None
+    Filters: FilterList | None
+    NextToken: String | None
+    MaxResults: DescribeClassicLinkInstancesMaxResults | None
 
 
 class DescribeClassicLinkInstancesResult(TypedDict, total=False):
-    Instances: Optional[ClassicLinkInstanceList]
-    NextToken: Optional[String]
+    Instances: ClassicLinkInstanceList | None
+    NextToken: String | None
 
 
 class DescribeClientVpnAuthorizationRulesRequest(ServiceRequest):
     ClientVpnEndpointId: ClientVpnEndpointId
-    DryRun: Optional[Boolean]
-    NextToken: Optional[NextToken]
-    Filters: Optional[FilterList]
-    MaxResults: Optional[DescribeClientVpnAuthorizationRulesMaxResults]
+    DryRun: Boolean | None
+    NextToken: NextToken | None
+    Filters: FilterList | None
+    MaxResults: DescribeClientVpnAuthorizationRulesMaxResults | None
 
 
 class DescribeClientVpnAuthorizationRulesResult(TypedDict, total=False):
-    AuthorizationRules: Optional[AuthorizationRuleSet]
-    NextToken: Optional[NextToken]
+    AuthorizationRules: AuthorizationRuleSet | None
+    NextToken: NextToken | None
 
 
 class DescribeClientVpnConnectionsRequest(ServiceRequest):
     ClientVpnEndpointId: ClientVpnEndpointId
-    Filters: Optional[FilterList]
-    NextToken: Optional[NextToken]
-    MaxResults: Optional[DescribeClientVpnConnectionsMaxResults]
-    DryRun: Optional[Boolean]
+    Filters: FilterList | None
+    NextToken: NextToken | None
+    MaxResults: DescribeClientVpnConnectionsMaxResults | None
+    DryRun: Boolean | None
 
 
 class DescribeClientVpnConnectionsResult(TypedDict, total=False):
-    Connections: Optional[ClientVpnConnectionSet]
-    NextToken: Optional[NextToken]
+    Connections: ClientVpnConnectionSet | None
+    NextToken: NextToken | None
 
 
 class DescribeClientVpnEndpointsRequest(ServiceRequest):
-    ClientVpnEndpointIds: Optional[ClientVpnEndpointIdList]
-    MaxResults: Optional[DescribeClientVpnEndpointMaxResults]
-    NextToken: Optional[NextToken]
-    Filters: Optional[FilterList]
-    DryRun: Optional[Boolean]
+    ClientVpnEndpointIds: ClientVpnEndpointIdList | None
+    MaxResults: DescribeClientVpnEndpointMaxResults | None
+    NextToken: NextToken | None
+    Filters: FilterList | None
+    DryRun: Boolean | None
 
 
-EndpointSet = List[ClientVpnEndpoint]
+EndpointSet = list[ClientVpnEndpoint]
 
 
 class DescribeClientVpnEndpointsResult(TypedDict, total=False):
-    ClientVpnEndpoints: Optional[EndpointSet]
-    NextToken: Optional[NextToken]
+    ClientVpnEndpoints: EndpointSet | None
+    NextToken: NextToken | None
 
 
 class DescribeClientVpnRoutesRequest(ServiceRequest):
     ClientVpnEndpointId: ClientVpnEndpointId
-    Filters: Optional[FilterList]
-    MaxResults: Optional[DescribeClientVpnRoutesMaxResults]
-    NextToken: Optional[NextToken]
-    DryRun: Optional[Boolean]
+    Filters: FilterList | None
+    MaxResults: DescribeClientVpnRoutesMaxResults | None
+    NextToken: NextToken | None
+    DryRun: Boolean | None
 
 
 class DescribeClientVpnRoutesResult(TypedDict, total=False):
-    Routes: Optional[ClientVpnRouteSet]
-    NextToken: Optional[NextToken]
+    Routes: ClientVpnRouteSet | None
+    NextToken: NextToken | None
 
 
 class DescribeClientVpnTargetNetworksRequest(ServiceRequest):
     ClientVpnEndpointId: ClientVpnEndpointId
-    AssociationIds: Optional[ValueStringList]
-    MaxResults: Optional[DescribeClientVpnTargetNetworksMaxResults]
-    NextToken: Optional[NextToken]
-    Filters: Optional[FilterList]
-    DryRun: Optional[Boolean]
+    AssociationIds: ValueStringList | None
+    MaxResults: DescribeClientVpnTargetNetworksMaxResults | None
+    NextToken: NextToken | None
+    Filters: FilterList | None
+    DryRun: Boolean | None
 
 
 class TargetNetwork(TypedDict, total=False):
-    AssociationId: Optional[String]
-    VpcId: Optional[String]
-    TargetNetworkId: Optional[String]
-    ClientVpnEndpointId: Optional[String]
-    Status: Optional[AssociationStatus]
-    SecurityGroups: Optional[ValueStringList]
+    AssociationId: String | None
+    VpcId: String | None
+    TargetNetworkId: String | None
+    ClientVpnEndpointId: String | None
+    Status: AssociationStatus | None
+    SecurityGroups: ValueStringList | None
 
 
-TargetNetworkSet = List[TargetNetwork]
+TargetNetworkSet = list[TargetNetwork]
 
 
 class DescribeClientVpnTargetNetworksResult(TypedDict, total=False):
-    ClientVpnTargetNetworks: Optional[TargetNetworkSet]
-    NextToken: Optional[NextToken]
+    ClientVpnTargetNetworks: TargetNetworkSet | None
+    NextToken: NextToken | None
 
 
 class DescribeCoipPoolsRequest(ServiceRequest):
-    PoolIds: Optional[CoipPoolIdSet]
-    Filters: Optional[FilterList]
-    MaxResults: Optional[CoipPoolMaxResults]
-    NextToken: Optional[String]
-    DryRun: Optional[Boolean]
+    PoolIds: CoipPoolIdSet | None
+    Filters: FilterList | None
+    MaxResults: CoipPoolMaxResults | None
+    NextToken: String | None
+    DryRun: Boolean | None
 
 
 class DescribeCoipPoolsResult(TypedDict, total=False):
-    CoipPools: Optional[CoipPoolSet]
-    NextToken: Optional[String]
+    CoipPools: CoipPoolSet | None
+    NextToken: String | None
 
 
-DescribeConversionTaskList = List[ConversionTask]
+DescribeConversionTaskList = list[ConversionTask]
 
 
 class DescribeConversionTasksRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    ConversionTaskIds: Optional[ConversionIdStringList]
+    DryRun: Boolean | None
+    ConversionTaskIds: ConversionIdStringList | None
 
 
 class DescribeConversionTasksResult(TypedDict, total=False):
-    ConversionTasks: Optional[DescribeConversionTaskList]
+    ConversionTasks: DescribeConversionTaskList | None
 
 
 class DescribeCustomerGatewaysRequest(ServiceRequest):
-    CustomerGatewayIds: Optional[CustomerGatewayIdStringList]
-    Filters: Optional[FilterList]
-    DryRun: Optional[Boolean]
+    CustomerGatewayIds: CustomerGatewayIdStringList | None
+    Filters: FilterList | None
+    DryRun: Boolean | None
 
 
 class DescribeCustomerGatewaysResult(TypedDict, total=False):
-    CustomerGateways: Optional[CustomerGatewayList]
+    CustomerGateways: CustomerGatewayList | None
 
 
 class DescribeDeclarativePoliciesReportsRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    NextToken: Optional[String]
-    MaxResults: Optional[DeclarativePoliciesMaxResults]
-    ReportIds: Optional[ValueStringList]
+    DryRun: Boolean | None
+    NextToken: String | None
+    MaxResults: DeclarativePoliciesMaxResults | None
+    ReportIds: ValueStringList | None
 
 
 class DescribeDeclarativePoliciesReportsResult(TypedDict, total=False):
-    NextToken: Optional[String]
-    Reports: Optional[DeclarativePoliciesReportList]
+    NextToken: String | None
+    Reports: DeclarativePoliciesReportList | None
 
 
-DhcpOptionsIdStringList = List[DhcpOptionsId]
+DhcpOptionsIdStringList = list[DhcpOptionsId]
 
 
 class DescribeDhcpOptionsRequest(ServiceRequest):
-    DhcpOptionsIds: Optional[DhcpOptionsIdStringList]
-    NextToken: Optional[String]
-    MaxResults: Optional[DescribeDhcpOptionsMaxResults]
-    DryRun: Optional[Boolean]
-    Filters: Optional[FilterList]
+    DhcpOptionsIds: DhcpOptionsIdStringList | None
+    NextToken: String | None
+    MaxResults: DescribeDhcpOptionsMaxResults | None
+    DryRun: Boolean | None
+    Filters: FilterList | None
 
 
-DhcpOptionsList = List[DhcpOptions]
+DhcpOptionsList = list[DhcpOptions]
 
 
 class DescribeDhcpOptionsResult(TypedDict, total=False):
-    NextToken: Optional[String]
-    DhcpOptions: Optional[DhcpOptionsList]
+    NextToken: String | None
+    DhcpOptions: DhcpOptionsList | None
 
 
-EgressOnlyInternetGatewayIdList = List[EgressOnlyInternetGatewayId]
+EgressOnlyInternetGatewayIdList = list[EgressOnlyInternetGatewayId]
 
 
 class DescribeEgressOnlyInternetGatewaysRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    EgressOnlyInternetGatewayIds: Optional[EgressOnlyInternetGatewayIdList]
-    MaxResults: Optional[DescribeEgressOnlyInternetGatewaysMaxResults]
-    NextToken: Optional[String]
-    Filters: Optional[FilterList]
+    DryRun: Boolean | None
+    EgressOnlyInternetGatewayIds: EgressOnlyInternetGatewayIdList | None
+    MaxResults: DescribeEgressOnlyInternetGatewaysMaxResults | None
+    NextToken: String | None
+    Filters: FilterList | None
 
 
-EgressOnlyInternetGatewayList = List[EgressOnlyInternetGateway]
+EgressOnlyInternetGatewayList = list[EgressOnlyInternetGateway]
 
 
 class DescribeEgressOnlyInternetGatewaysResult(TypedDict, total=False):
-    EgressOnlyInternetGateways: Optional[EgressOnlyInternetGatewayList]
-    NextToken: Optional[String]
+    EgressOnlyInternetGateways: EgressOnlyInternetGatewayList | None
+    NextToken: String | None
 
 
-ElasticGpuIdSet = List[ElasticGpuId]
+ElasticGpuIdSet = list[ElasticGpuId]
 
 
 class DescribeElasticGpusRequest(ServiceRequest):
-    ElasticGpuIds: Optional[ElasticGpuIdSet]
-    DryRun: Optional[Boolean]
-    Filters: Optional[FilterList]
-    MaxResults: Optional[DescribeElasticGpusMaxResults]
-    NextToken: Optional[String]
+    ElasticGpuIds: ElasticGpuIdSet | None
+    DryRun: Boolean | None
+    Filters: FilterList | None
+    MaxResults: DescribeElasticGpusMaxResults | None
+    NextToken: String | None
 
 
 class ElasticGpuHealth(TypedDict, total=False):
-    Status: Optional[ElasticGpuStatus]
+    Status: ElasticGpuStatus | None
 
 
 class ElasticGpus(TypedDict, total=False):
-    ElasticGpuId: Optional[String]
-    AvailabilityZone: Optional[String]
-    ElasticGpuType: Optional[String]
-    ElasticGpuHealth: Optional[ElasticGpuHealth]
-    ElasticGpuState: Optional[ElasticGpuState]
-    InstanceId: Optional[String]
-    Tags: Optional[TagList]
+    ElasticGpuId: String | None
+    AvailabilityZone: String | None
+    ElasticGpuType: String | None
+    ElasticGpuHealth: ElasticGpuHealth | None
+    ElasticGpuState: ElasticGpuState | None
+    InstanceId: String | None
+    Tags: TagList | None
 
 
-ElasticGpuSet = List[ElasticGpus]
+ElasticGpuSet = list[ElasticGpus]
 
 
 class DescribeElasticGpusResult(TypedDict, total=False):
-    ElasticGpuSet: Optional[ElasticGpuSet]
-    MaxResults: Optional[Integer]
-    NextToken: Optional[String]
+    ElasticGpuSet: ElasticGpuSet | None
+    MaxResults: Integer | None
+    NextToken: String | None
 
 
-ExportImageTaskIdList = List[ExportImageTaskId]
+ExportImageTaskIdList = list[ExportImageTaskId]
 
 
 class DescribeExportImageTasksRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    Filters: Optional[FilterList]
-    ExportImageTaskIds: Optional[ExportImageTaskIdList]
-    MaxResults: Optional[DescribeExportImageTasksMaxResults]
-    NextToken: Optional[NextToken]
+    DryRun: Boolean | None
+    Filters: FilterList | None
+    ExportImageTaskIds: ExportImageTaskIdList | None
+    MaxResults: DescribeExportImageTasksMaxResults | None
+    NextToken: NextToken | None
 
 
 class ExportTaskS3Location(TypedDict, total=False):
-    S3Bucket: Optional[String]
-    S3Prefix: Optional[String]
+    S3Bucket: String | None
+    S3Prefix: String | None
 
 
 class ExportImageTask(TypedDict, total=False):
-    Description: Optional[String]
-    ExportImageTaskId: Optional[String]
-    ImageId: Optional[String]
-    Progress: Optional[String]
-    S3ExportLocation: Optional[ExportTaskS3Location]
-    Status: Optional[String]
-    StatusMessage: Optional[String]
-    Tags: Optional[TagList]
+    Description: String | None
+    ExportImageTaskId: String | None
+    ImageId: String | None
+    Progress: String | None
+    S3ExportLocation: ExportTaskS3Location | None
+    Status: String | None
+    StatusMessage: String | None
+    Tags: TagList | None
 
 
-ExportImageTaskList = List[ExportImageTask]
+ExportImageTaskList = list[ExportImageTask]
 
 
 class DescribeExportImageTasksResult(TypedDict, total=False):
-    ExportImageTasks: Optional[ExportImageTaskList]
-    NextToken: Optional[NextToken]
+    ExportImageTasks: ExportImageTaskList | None
+    NextToken: NextToken | None
 
 
-ExportTaskIdStringList = List[ExportTaskId]
+ExportTaskIdStringList = list[ExportTaskId]
 
 
 class DescribeExportTasksRequest(ServiceRequest):
-    Filters: Optional[FilterList]
-    ExportTaskIds: Optional[ExportTaskIdStringList]
+    Filters: FilterList | None
+    ExportTaskIds: ExportTaskIdStringList | None
 
 
-ExportTaskList = List[ExportTask]
+ExportTaskList = list[ExportTask]
 
 
 class DescribeExportTasksResult(TypedDict, total=False):
-    ExportTasks: Optional[ExportTaskList]
+    ExportTasks: ExportTaskList | None
 
 
-FastLaunchImageIdList = List[ImageId]
+FastLaunchImageIdList = list[ImageId]
 
 
 class DescribeFastLaunchImagesRequest(ServiceRequest):
-    ImageIds: Optional[FastLaunchImageIdList]
-    Filters: Optional[FilterList]
-    MaxResults: Optional[DescribeFastLaunchImagesRequestMaxResults]
-    NextToken: Optional[NextToken]
-    DryRun: Optional[Boolean]
+    ImageIds: FastLaunchImageIdList | None
+    Filters: FilterList | None
+    MaxResults: DescribeFastLaunchImagesRequestMaxResults | None
+    NextToken: NextToken | None
+    DryRun: Boolean | None
 
 
 class FastLaunchLaunchTemplateSpecificationResponse(TypedDict, total=False):
-    LaunchTemplateId: Optional[LaunchTemplateId]
-    LaunchTemplateName: Optional[String]
-    Version: Optional[String]
+    LaunchTemplateId: LaunchTemplateId | None
+    LaunchTemplateName: String | None
+    Version: String | None
 
 
 class FastLaunchSnapshotConfigurationResponse(TypedDict, total=False):
-    TargetResourceCount: Optional[Integer]
+    TargetResourceCount: Integer | None
 
 
 class DescribeFastLaunchImagesSuccessItem(TypedDict, total=False):
-    ImageId: Optional[ImageId]
-    ResourceType: Optional[FastLaunchResourceType]
-    SnapshotConfiguration: Optional[FastLaunchSnapshotConfigurationResponse]
-    LaunchTemplate: Optional[FastLaunchLaunchTemplateSpecificationResponse]
-    MaxParallelLaunches: Optional[Integer]
-    OwnerId: Optional[String]
-    State: Optional[FastLaunchStateCode]
-    StateTransitionReason: Optional[String]
-    StateTransitionTime: Optional[MillisecondDateTime]
+    ImageId: ImageId | None
+    ResourceType: FastLaunchResourceType | None
+    SnapshotConfiguration: FastLaunchSnapshotConfigurationResponse | None
+    LaunchTemplate: FastLaunchLaunchTemplateSpecificationResponse | None
+    MaxParallelLaunches: Integer | None
+    OwnerId: String | None
+    State: FastLaunchStateCode | None
+    StateTransitionReason: String | None
+    StateTransitionTime: MillisecondDateTime | None
 
 
-DescribeFastLaunchImagesSuccessSet = List[DescribeFastLaunchImagesSuccessItem]
+DescribeFastLaunchImagesSuccessSet = list[DescribeFastLaunchImagesSuccessItem]
 
 
 class DescribeFastLaunchImagesResult(TypedDict, total=False):
-    FastLaunchImages: Optional[DescribeFastLaunchImagesSuccessSet]
-    NextToken: Optional[NextToken]
+    FastLaunchImages: DescribeFastLaunchImagesSuccessSet | None
+    NextToken: NextToken | None
 
 
 class DescribeFastSnapshotRestoreSuccessItem(TypedDict, total=False):
-    SnapshotId: Optional[String]
-    AvailabilityZone: Optional[String]
-    State: Optional[FastSnapshotRestoreStateCode]
-    StateTransitionReason: Optional[String]
-    OwnerId: Optional[String]
-    OwnerAlias: Optional[String]
-    EnablingTime: Optional[MillisecondDateTime]
-    OptimizingTime: Optional[MillisecondDateTime]
-    EnabledTime: Optional[MillisecondDateTime]
-    DisablingTime: Optional[MillisecondDateTime]
-    DisabledTime: Optional[MillisecondDateTime]
+    SnapshotId: String | None
+    AvailabilityZone: String | None
+    AvailabilityZoneId: String | None
+    State: FastSnapshotRestoreStateCode | None
+    StateTransitionReason: String | None
+    OwnerId: String | None
+    OwnerAlias: String | None
+    EnablingTime: MillisecondDateTime | None
+    OptimizingTime: MillisecondDateTime | None
+    EnabledTime: MillisecondDateTime | None
+    DisablingTime: MillisecondDateTime | None
+    DisabledTime: MillisecondDateTime | None
 
 
-DescribeFastSnapshotRestoreSuccessSet = List[DescribeFastSnapshotRestoreSuccessItem]
+DescribeFastSnapshotRestoreSuccessSet = list[DescribeFastSnapshotRestoreSuccessItem]
 
 
 class DescribeFastSnapshotRestoresRequest(ServiceRequest):
-    Filters: Optional[FilterList]
-    MaxResults: Optional[DescribeFastSnapshotRestoresMaxResults]
-    NextToken: Optional[NextToken]
-    DryRun: Optional[Boolean]
+    Filters: FilterList | None
+    MaxResults: DescribeFastSnapshotRestoresMaxResults | None
+    NextToken: NextToken | None
+    DryRun: Boolean | None
 
 
 class DescribeFastSnapshotRestoresResult(TypedDict, total=False):
-    FastSnapshotRestores: Optional[DescribeFastSnapshotRestoreSuccessSet]
-    NextToken: Optional[NextToken]
+    FastSnapshotRestores: DescribeFastSnapshotRestoreSuccessSet | None
+    NextToken: NextToken | None
 
 
 class DescribeFleetError(TypedDict, total=False):
-    LaunchTemplateAndOverrides: Optional[LaunchTemplateAndOverridesResponse]
-    Lifecycle: Optional[InstanceLifecycle]
-    ErrorCode: Optional[String]
-    ErrorMessage: Optional[String]
+    LaunchTemplateAndOverrides: LaunchTemplateAndOverridesResponse | None
+    Lifecycle: InstanceLifecycle | None
+    ErrorCode: String | None
+    ErrorMessage: String | None
 
 
 class DescribeFleetHistoryRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    EventType: Optional[FleetEventType]
-    MaxResults: Optional[Integer]
-    NextToken: Optional[String]
+    DryRun: Boolean | None
+    EventType: FleetEventType | None
+    MaxResults: Integer | None
+    NextToken: String | None
     FleetId: FleetId
     StartTime: DateTime
 
 
 class EventInformation(TypedDict, total=False):
-    EventDescription: Optional[String]
-    EventSubType: Optional[String]
-    InstanceId: Optional[String]
+    EventDescription: String | None
+    EventSubType: String | None
+    InstanceId: String | None
 
 
 class HistoryRecordEntry(TypedDict, total=False):
-    EventInformation: Optional[EventInformation]
-    EventType: Optional[FleetEventType]
-    Timestamp: Optional[DateTime]
+    EventInformation: EventInformation | None
+    EventType: FleetEventType | None
+    Timestamp: DateTime | None
 
 
-HistoryRecordSet = List[HistoryRecordEntry]
+HistoryRecordSet = list[HistoryRecordEntry]
 
 
 class DescribeFleetHistoryResult(TypedDict, total=False):
-    HistoryRecords: Optional[HistoryRecordSet]
-    LastEvaluatedTime: Optional[DateTime]
-    NextToken: Optional[String]
-    FleetId: Optional[FleetId]
-    StartTime: Optional[DateTime]
+    HistoryRecords: HistoryRecordSet | None
+    LastEvaluatedTime: DateTime | None
+    NextToken: String | None
+    FleetId: FleetId | None
+    StartTime: DateTime | None
 
 
 class DescribeFleetInstancesRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    MaxResults: Optional[Integer]
-    NextToken: Optional[String]
+    DryRun: Boolean | None
+    MaxResults: Integer | None
+    NextToken: String | None
     FleetId: FleetId
-    Filters: Optional[FilterList]
+    Filters: FilterList | None
 
 
 class DescribeFleetInstancesResult(TypedDict, total=False):
-    ActiveInstances: Optional[ActiveInstanceSet]
-    NextToken: Optional[String]
-    FleetId: Optional[FleetId]
+    ActiveInstances: ActiveInstanceSet | None
+    NextToken: String | None
+    FleetId: FleetId | None
 
 
-DescribeFleetsErrorSet = List[DescribeFleetError]
+DescribeFleetsErrorSet = list[DescribeFleetError]
 
 
 class DescribeFleetsInstances(TypedDict, total=False):
-    LaunchTemplateAndOverrides: Optional[LaunchTemplateAndOverridesResponse]
-    Lifecycle: Optional[InstanceLifecycle]
-    InstanceIds: Optional[InstanceIdsSet]
-    InstanceType: Optional[InstanceType]
-    Platform: Optional[PlatformValues]
+    LaunchTemplateAndOverrides: LaunchTemplateAndOverridesResponse | None
+    Lifecycle: InstanceLifecycle | None
+    InstanceIds: InstanceIdsSet | None
+    InstanceType: InstanceType | None
+    Platform: PlatformValues | None
 
 
-DescribeFleetsInstancesSet = List[DescribeFleetsInstances]
+DescribeFleetsInstancesSet = list[DescribeFleetsInstances]
 
 
 class DescribeFleetsRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    MaxResults: Optional[Integer]
-    NextToken: Optional[String]
-    FleetIds: Optional[FleetIdSet]
-    Filters: Optional[FilterList]
+    DryRun: Boolean | None
+    MaxResults: Integer | None
+    NextToken: String | None
+    FleetIds: FleetIdSet | None
+    Filters: FilterList | None
 
 
 class OnDemandOptions(TypedDict, total=False):
-    AllocationStrategy: Optional[FleetOnDemandAllocationStrategy]
-    CapacityReservationOptions: Optional[CapacityReservationOptions]
-    SingleInstanceType: Optional[Boolean]
-    SingleAvailabilityZone: Optional[Boolean]
-    MinTargetCapacity: Optional[Integer]
-    MaxTotalPrice: Optional[String]
+    AllocationStrategy: FleetOnDemandAllocationStrategy | None
+    CapacityReservationOptions: CapacityReservationOptions | None
+    SingleInstanceType: Boolean | None
+    SingleAvailabilityZone: Boolean | None
+    MinTargetCapacity: Integer | None
+    MaxTotalPrice: String | None
 
 
 class FleetSpotCapacityRebalance(TypedDict, total=False):
-    ReplacementStrategy: Optional[FleetReplacementStrategy]
-    TerminationDelay: Optional[Integer]
+    ReplacementStrategy: FleetReplacementStrategy | None
+    TerminationDelay: Integer | None
 
 
 class FleetSpotMaintenanceStrategies(TypedDict, total=False):
-    CapacityRebalance: Optional[FleetSpotCapacityRebalance]
+    CapacityRebalance: FleetSpotCapacityRebalance | None
 
 
 class SpotOptions(TypedDict, total=False):
-    AllocationStrategy: Optional[SpotAllocationStrategy]
-    MaintenanceStrategies: Optional[FleetSpotMaintenanceStrategies]
-    InstanceInterruptionBehavior: Optional[SpotInstanceInterruptionBehavior]
-    InstancePoolsToUseCount: Optional[Integer]
-    SingleInstanceType: Optional[Boolean]
-    SingleAvailabilityZone: Optional[Boolean]
-    MinTargetCapacity: Optional[Integer]
-    MaxTotalPrice: Optional[String]
+    AllocationStrategy: SpotAllocationStrategy | None
+    MaintenanceStrategies: FleetSpotMaintenanceStrategies | None
+    InstanceInterruptionBehavior: SpotInstanceInterruptionBehavior | None
+    InstancePoolsToUseCount: Integer | None
+    SingleInstanceType: Boolean | None
+    SingleAvailabilityZone: Boolean | None
+    MinTargetCapacity: Integer | None
+    MaxTotalPrice: String | None
 
 
 class TargetCapacitySpecification(TypedDict, total=False):
-    TotalTargetCapacity: Optional[Integer]
-    OnDemandTargetCapacity: Optional[Integer]
-    SpotTargetCapacity: Optional[Integer]
-    DefaultTargetCapacityType: Optional[DefaultTargetCapacityType]
-    TargetCapacityUnitType: Optional[TargetCapacityUnitType]
+    TotalTargetCapacity: Integer | None
+    OnDemandTargetCapacity: Integer | None
+    SpotTargetCapacity: Integer | None
+    DefaultTargetCapacityType: DefaultTargetCapacityType | None
+    TargetCapacityUnitType: TargetCapacityUnitType | None
 
 
-FleetLaunchTemplateOverridesList = List[FleetLaunchTemplateOverrides]
+FleetLaunchTemplateOverridesList = list[FleetLaunchTemplateOverrides]
 
 
 class FleetLaunchTemplateConfig(TypedDict, total=False):
-    LaunchTemplateSpecification: Optional[FleetLaunchTemplateSpecification]
-    Overrides: Optional[FleetLaunchTemplateOverridesList]
+    LaunchTemplateSpecification: FleetLaunchTemplateSpecification | None
+    Overrides: FleetLaunchTemplateOverridesList | None
 
 
-FleetLaunchTemplateConfigList = List[FleetLaunchTemplateConfig]
+FleetLaunchTemplateConfigList = list[FleetLaunchTemplateConfig]
 
 
 class FleetData(TypedDict, total=False):
-    ActivityStatus: Optional[FleetActivityStatus]
-    CreateTime: Optional[DateTime]
-    FleetId: Optional[FleetId]
-    FleetState: Optional[FleetStateCode]
-    ClientToken: Optional[String]
-    ExcessCapacityTerminationPolicy: Optional[FleetExcessCapacityTerminationPolicy]
-    FulfilledCapacity: Optional[Double]
-    FulfilledOnDemandCapacity: Optional[Double]
-    LaunchTemplateConfigs: Optional[FleetLaunchTemplateConfigList]
-    TargetCapacitySpecification: Optional[TargetCapacitySpecification]
-    TerminateInstancesWithExpiration: Optional[Boolean]
-    Type: Optional[FleetType]
-    ValidFrom: Optional[DateTime]
-    ValidUntil: Optional[DateTime]
-    ReplaceUnhealthyInstances: Optional[Boolean]
-    SpotOptions: Optional[SpotOptions]
-    OnDemandOptions: Optional[OnDemandOptions]
-    Tags: Optional[TagList]
-    Errors: Optional[DescribeFleetsErrorSet]
-    Instances: Optional[DescribeFleetsInstancesSet]
-    Context: Optional[String]
-
-
-FleetSet = List[FleetData]
+    ActivityStatus: FleetActivityStatus | None
+    CreateTime: DateTime | None
+    FleetId: FleetId | None
+    FleetState: FleetStateCode | None
+    ClientToken: String | None
+    ExcessCapacityTerminationPolicy: FleetExcessCapacityTerminationPolicy | None
+    FulfilledCapacity: Double | None
+    FulfilledOnDemandCapacity: Double | None
+    LaunchTemplateConfigs: FleetLaunchTemplateConfigList | None
+    TargetCapacitySpecification: TargetCapacitySpecification | None
+    TerminateInstancesWithExpiration: Boolean | None
+    Type: FleetType | None
+    ValidFrom: DateTime | None
+    ValidUntil: DateTime | None
+    ReplaceUnhealthyInstances: Boolean | None
+    SpotOptions: SpotOptions | None
+    OnDemandOptions: OnDemandOptions | None
+    Tags: TagList | None
+    Errors: DescribeFleetsErrorSet | None
+    Instances: DescribeFleetsInstancesSet | None
+    Context: String | None
+
+
+FleetSet = list[FleetData]
 
 
 class DescribeFleetsResult(TypedDict, total=False):
-    NextToken: Optional[String]
-    Fleets: Optional[FleetSet]
+    NextToken: String | None
+    Fleets: FleetSet | None
 
 
 class DescribeFlowLogsRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    Filter: Optional[FilterList]
-    FlowLogIds: Optional[FlowLogIdList]
-    MaxResults: Optional[Integer]
-    NextToken: Optional[String]
+    DryRun: Boolean | None
+    Filter: FilterList | None
+    FlowLogIds: FlowLogIdList | None
+    MaxResults: Integer | None
+    NextToken: String | None
 
 
 class DestinationOptionsResponse(TypedDict, total=False):
-    FileFormat: Optional[DestinationFileFormat]
-    HiveCompatiblePartitions: Optional[Boolean]
-    PerHourPartition: Optional[Boolean]
+    FileFormat: DestinationFileFormat | None
+    HiveCompatiblePartitions: Boolean | None
+    PerHourPartition: Boolean | None
 
 
 class FlowLog(TypedDict, total=False):
-    CreationTime: Optional[MillisecondDateTime]
-    DeliverLogsErrorMessage: Optional[String]
-    DeliverLogsPermissionArn: Optional[String]
-    DeliverCrossAccountRole: Optional[String]
-    DeliverLogsStatus: Optional[String]
-    FlowLogId: Optional[String]
-    FlowLogStatus: Optional[String]
-    LogGroupName: Optional[String]
-    ResourceId: Optional[String]
-    TrafficType: Optional[TrafficType]
-    LogDestinationType: Optional[LogDestinationType]
-    LogDestination: Optional[String]
-    LogFormat: Optional[String]
-    Tags: Optional[TagList]
-    MaxAggregationInterval: Optional[Integer]
-    DestinationOptions: Optional[DestinationOptionsResponse]
-
-
-FlowLogSet = List[FlowLog]
+    CreationTime: MillisecondDateTime | None
+    DeliverLogsErrorMessage: String | None
+    DeliverLogsPermissionArn: String | None
+    DeliverCrossAccountRole: String | None
+    DeliverLogsStatus: String | None
+    FlowLogId: String | None
+    FlowLogStatus: String | None
+    LogGroupName: String | None
+    ResourceId: String | None
+    TrafficType: TrafficType | None
+    LogDestinationType: LogDestinationType | None
+    LogDestination: String | None
+    LogFormat: String | None
+    Tags: TagList | None
+    MaxAggregationInterval: Integer | None
+    DestinationOptions: DestinationOptionsResponse | None
+
+
+FlowLogSet = list[FlowLog]
 
 
 class DescribeFlowLogsResult(TypedDict, total=False):
-    FlowLogs: Optional[FlowLogSet]
-    NextToken: Optional[String]
+    FlowLogs: FlowLogSet | None
+    NextToken: String | None
 
 
 class DescribeFpgaImageAttributeRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     FpgaImageId: FpgaImageId
     Attribute: FpgaImageAttributeName
 
 
 class ProductCode(TypedDict, total=False):
-    ProductCodeId: Optional[String]
-    ProductCodeType: Optional[ProductCodeValues]
+    ProductCodeId: String | None
+    ProductCodeType: ProductCodeValues | None
 
 
-ProductCodeList = List[ProductCode]
+ProductCodeList = list[ProductCode]
 
 
 class LoadPermission(TypedDict, total=False):
-    UserId: Optional[String]
-    Group: Optional[PermissionGroup]
+    UserId: String | None
+    Group: PermissionGroup | None
 
 
-LoadPermissionList = List[LoadPermission]
+LoadPermissionList = list[LoadPermission]
 
 
 class FpgaImageAttribute(TypedDict, total=False):
-    FpgaImageId: Optional[String]
-    Name: Optional[String]
-    Description: Optional[String]
-    LoadPermissions: Optional[LoadPermissionList]
-    ProductCodes: Optional[ProductCodeList]
+    FpgaImageId: String | None
+    Name: String | None
+    Description: String | None
+    LoadPermissions: LoadPermissionList | None
+    ProductCodes: ProductCodeList | None
 
 
 class DescribeFpgaImageAttributeResult(TypedDict, total=False):
-    FpgaImageAttribute: Optional[FpgaImageAttribute]
+    FpgaImageAttribute: FpgaImageAttribute | None
 
 
-OwnerStringList = List[String]
-FpgaImageIdList = List[FpgaImageId]
+OwnerStringList = list[String]
+FpgaImageIdList = list[FpgaImageId]
 
 
 class DescribeFpgaImagesRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    FpgaImageIds: Optional[FpgaImageIdList]
-    Owners: Optional[OwnerStringList]
-    Filters: Optional[FilterList]
-    NextToken: Optional[NextToken]
-    MaxResults: Optional[DescribeFpgaImagesMaxResults]
+    DryRun: Boolean | None
+    FpgaImageIds: FpgaImageIdList | None
+    Owners: OwnerStringList | None
+    Filters: FilterList | None
+    NextToken: NextToken | None
+    MaxResults: DescribeFpgaImagesMaxResults | None
 
 
-InstanceTypesList = List[String]
+InstanceTypesList = list[String]
 
 
 class FpgaImageState(TypedDict, total=False):
-    Code: Optional[FpgaImageStateCode]
-    Message: Optional[String]
+    Code: FpgaImageStateCode | None
+    Message: String | None
 
 
 class PciId(TypedDict, total=False):
-    DeviceId: Optional[String]
-    VendorId: Optional[String]
-    SubsystemId: Optional[String]
-    SubsystemVendorId: Optional[String]
+    DeviceId: String | None
+    VendorId: String | None
+    SubsystemId: String | None
+    SubsystemVendorId: String | None
 
 
 class FpgaImage(TypedDict, total=False):
-    FpgaImageId: Optional[String]
-    FpgaImageGlobalId: Optional[String]
-    Name: Optional[String]
-    Description: Optional[String]
-    ShellVersion: Optional[String]
-    PciId: Optional[PciId]
-    State: Optional[FpgaImageState]
-    CreateTime: Optional[DateTime]
-    UpdateTime: Optional[DateTime]
-    OwnerId: Optional[String]
-    OwnerAlias: Optional[String]
-    ProductCodes: Optional[ProductCodeList]
-    Tags: Optional[TagList]
-    Public: Optional[Boolean]
-    DataRetentionSupport: Optional[Boolean]
-    InstanceTypes: Optional[InstanceTypesList]
-
-
-FpgaImageList = List[FpgaImage]
+    FpgaImageId: String | None
+    FpgaImageGlobalId: String | None
+    Name: String | None
+    Description: String | None
+    ShellVersion: String | None
+    PciId: PciId | None
+    State: FpgaImageState | None
+    CreateTime: DateTime | None
+    UpdateTime: DateTime | None
+    OwnerId: String | None
+    OwnerAlias: String | None
+    ProductCodes: ProductCodeList | None
+    Tags: TagList | None
+    Public: Boolean | None
+    DataRetentionSupport: Boolean | None
+    InstanceTypes: InstanceTypesList | None
+
+
+FpgaImageList = list[FpgaImage]
 
 
 class DescribeFpgaImagesResult(TypedDict, total=False):
-    FpgaImages: Optional[FpgaImageList]
-    NextToken: Optional[NextToken]
+    FpgaImages: FpgaImageList | None
+    NextToken: NextToken | None
 
 
 class DescribeHostReservationOfferingsRequest(ServiceRequest):
-    Filter: Optional[FilterList]
-    MaxDuration: Optional[Integer]
-    MaxResults: Optional[DescribeHostReservationsMaxResults]
-    MinDuration: Optional[Integer]
-    NextToken: Optional[String]
-    OfferingId: Optional[OfferingId]
+    Filter: FilterList | None
+    MaxDuration: Integer | None
+    MaxResults: DescribeHostReservationsMaxResults | None
+    MinDuration: Integer | None
+    NextToken: String | None
+    OfferingId: OfferingId | None
 
 
 class HostOffering(TypedDict, total=False):
-    CurrencyCode: Optional[CurrencyCodeValues]
-    Duration: Optional[Integer]
-    HourlyPrice: Optional[String]
-    InstanceFamily: Optional[String]
-    OfferingId: Optional[OfferingId]
-    PaymentOption: Optional[PaymentOption]
-    UpfrontPrice: Optional[String]
+    CurrencyCode: CurrencyCodeValues | None
+    Duration: Integer | None
+    HourlyPrice: String | None
+    InstanceFamily: String | None
+    OfferingId: OfferingId | None
+    PaymentOption: PaymentOption | None
+    UpfrontPrice: String | None
 
 
-HostOfferingSet = List[HostOffering]
+HostOfferingSet = list[HostOffering]
 
 
 class DescribeHostReservationOfferingsResult(TypedDict, total=False):
-    NextToken: Optional[String]
-    OfferingSet: Optional[HostOfferingSet]
+    NextToken: String | None
+    OfferingSet: HostOfferingSet | None
 
 
-HostReservationIdSet = List[HostReservationId]
+HostReservationIdSet = list[HostReservationId]
 
 
 class DescribeHostReservationsRequest(ServiceRequest):
-    Filter: Optional[FilterList]
-    HostReservationIdSet: Optional[HostReservationIdSet]
-    MaxResults: Optional[Integer]
-    NextToken: Optional[String]
+    Filter: FilterList | None
+    HostReservationIdSet: HostReservationIdSet | None
+    MaxResults: Integer | None
+    NextToken: String | None
 
 
-ResponseHostIdSet = List[String]
+ResponseHostIdSet = list[String]
 
 
 class HostReservation(TypedDict, total=False):
-    Count: Optional[Integer]
-    CurrencyCode: Optional[CurrencyCodeValues]
-    Duration: Optional[Integer]
-    End: Optional[DateTime]
-    HostIdSet: Optional[ResponseHostIdSet]
-    HostReservationId: Optional[HostReservationId]
-    HourlyPrice: Optional[String]
-    InstanceFamily: Optional[String]
-    OfferingId: Optional[OfferingId]
-    PaymentOption: Optional[PaymentOption]
-    Start: Optional[DateTime]
-    State: Optional[ReservationState]
-    UpfrontPrice: Optional[String]
-    Tags: Optional[TagList]
+    Count: Integer | None
+    CurrencyCode: CurrencyCodeValues | None
+    Duration: Integer | None
+    End: DateTime | None
+    HostIdSet: ResponseHostIdSet | None
+    HostReservationId: HostReservationId | None
+    HourlyPrice: String | None
+    InstanceFamily: String | None
+    OfferingId: OfferingId | None
+    PaymentOption: PaymentOption | None
+    Start: DateTime | None
+    State: ReservationState | None
+    UpfrontPrice: String | None
+    Tags: TagList | None
 
 
-HostReservationSet = List[HostReservation]
+HostReservationSet = list[HostReservation]
 
 
 class DescribeHostReservationsResult(TypedDict, total=False):
-    HostReservationSet: Optional[HostReservationSet]
-    NextToken: Optional[String]
+    HostReservationSet: HostReservationSet | None
+    NextToken: String | None
 
 
-RequestHostIdList = List[DedicatedHostId]
+RequestHostIdList = list[DedicatedHostId]
 
 
 class DescribeHostsRequest(ServiceRequest):
-    HostIds: Optional[RequestHostIdList]
-    NextToken: Optional[String]
-    MaxResults: Optional[Integer]
-    Filter: Optional[FilterList]
+    HostIds: RequestHostIdList | None
+    NextToken: String | None
+    MaxResults: Integer | None
+    Filter: FilterList | None
 
 
 class HostInstance(TypedDict, total=False):
-    InstanceId: Optional[String]
-    InstanceType: Optional[String]
-    OwnerId: Optional[String]
+    InstanceId: String | None
+    InstanceType: String | None
+    OwnerId: String | None
 
 
-HostInstanceList = List[HostInstance]
+HostInstanceList = list[HostInstance]
 
 
 class HostProperties(TypedDict, total=False):
-    Cores: Optional[Integer]
-    InstanceType: Optional[String]
-    InstanceFamily: Optional[String]
-    Sockets: Optional[Integer]
-    TotalVCpus: Optional[Integer]
+    Cores: Integer | None
+    InstanceType: String | None
+    InstanceFamily: String | None
+    Sockets: Integer | None
+    TotalVCpus: Integer | None
 
 
 class Host(TypedDict, total=False):
-    AutoPlacement: Optional[AutoPlacement]
-    AvailabilityZone: Optional[String]
-    AvailableCapacity: Optional[AvailableCapacity]
-    ClientToken: Optional[String]
-    HostId: Optional[String]
-    HostProperties: Optional[HostProperties]
-    HostReservationId: Optional[String]
-    Instances: Optional[HostInstanceList]
-    State: Optional[AllocationState]
-    AllocationTime: Optional[DateTime]
-    ReleaseTime: Optional[DateTime]
-    Tags: Optional[TagList]
-    HostRecovery: Optional[HostRecovery]
-    AllowsMultipleInstanceTypes: Optional[AllowsMultipleInstanceTypes]
-    OwnerId: Optional[String]
-    AvailabilityZoneId: Optional[String]
-    MemberOfServiceLinkedResourceGroup: Optional[Boolean]
-    OutpostArn: Optional[String]
-    HostMaintenance: Optional[HostMaintenance]
-    AssetId: Optional[AssetId]
-
-
-HostList = List[Host]
+    AutoPlacement: AutoPlacement | None
+    AvailabilityZone: String | None
+    AvailableCapacity: AvailableCapacity | None
+    ClientToken: String | None
+    HostId: String | None
+    HostProperties: HostProperties | None
+    HostReservationId: String | None
+    Instances: HostInstanceList | None
+    State: AllocationState | None
+    AllocationTime: DateTime | None
+    ReleaseTime: DateTime | None
+    Tags: TagList | None
+    HostRecovery: HostRecovery | None
+    AllowsMultipleInstanceTypes: AllowsMultipleInstanceTypes | None
+    OwnerId: String | None
+    AvailabilityZoneId: String | None
+    MemberOfServiceLinkedResourceGroup: Boolean | None
+    OutpostArn: String | None
+    HostMaintenance: HostMaintenance | None
+    AssetId: AssetId | None
+
+
+HostList = list[Host]
 
 
 class DescribeHostsResult(TypedDict, total=False):
-    Hosts: Optional[HostList]
-    NextToken: Optional[String]
+    Hosts: HostList | None
+    NextToken: String | None
 
 
 class DescribeIamInstanceProfileAssociationsRequest(ServiceRequest):
-    AssociationIds: Optional[AssociationIdList]
-    Filters: Optional[FilterList]
-    MaxResults: Optional[DescribeIamInstanceProfileAssociationsMaxResults]
-    NextToken: Optional[NextToken]
+    AssociationIds: AssociationIdList | None
+    Filters: FilterList | None
+    MaxResults: DescribeIamInstanceProfileAssociationsMaxResults | None
+    NextToken: NextToken | None
 
 
-IamInstanceProfileAssociationSet = List[IamInstanceProfileAssociation]
+IamInstanceProfileAssociationSet = list[IamInstanceProfileAssociation]
 
 
 class DescribeIamInstanceProfileAssociationsResult(TypedDict, total=False):
-    IamInstanceProfileAssociations: Optional[IamInstanceProfileAssociationSet]
-    NextToken: Optional[NextToken]
+    IamInstanceProfileAssociations: IamInstanceProfileAssociationSet | None
+    NextToken: NextToken | None
 
 
 class DescribeIdFormatRequest(ServiceRequest):
-    Resource: Optional[String]
+    Resource: String | None
 
 
 class DescribeIdFormatResult(TypedDict, total=False):
-    Statuses: Optional[IdFormatList]
+    Statuses: IdFormatList | None
 
 
 class DescribeIdentityIdFormatRequest(ServiceRequest):
-    Resource: Optional[String]
+    Resource: String | None
     PrincipalArn: String
 
 
 class DescribeIdentityIdFormatResult(TypedDict, total=False):
-    Statuses: Optional[IdFormatList]
+    Statuses: IdFormatList | None
 
 
 class DescribeImageAttributeRequest(ServiceRequest):
     Attribute: ImageAttributeName
     ImageId: ImageId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
-DescribeImageReferencesImageIdStringList = List[ImageId]
-ResourceTypeOptionValuesList = List[ResourceTypeOptionValue]
+DescribeImageReferencesImageIdStringList = list[ImageId]
+ResourceTypeOptionValuesList = list[ResourceTypeOptionValue]
 
 
 class ResourceTypeOption(TypedDict, total=False):
-    OptionName: Optional[ImageReferenceOptionName]
-    OptionValues: Optional[ResourceTypeOptionValuesList]
+    OptionName: ImageReferenceOptionName | None
+    OptionValues: ResourceTypeOptionValuesList | None
 
 
-ResourceTypeOptionList = List[ResourceTypeOption]
+ResourceTypeOptionList = list[ResourceTypeOption]
 
 
 class ResourceTypeRequest(TypedDict, total=False):
-    ResourceType: Optional[ImageReferenceResourceType]
-    ResourceTypeOptions: Optional[ResourceTypeOptionList]
+    ResourceType: ImageReferenceResourceType | None
+    ResourceTypeOptions: ResourceTypeOptionList | None
 
 
-ResourceTypeRequestList = List[ResourceTypeRequest]
+ResourceTypeRequestList = list[ResourceTypeRequest]
 
 
 class DescribeImageReferencesRequest(ServiceRequest):
     ImageIds: DescribeImageReferencesImageIdStringList
-    IncludeAllResourceTypes: Optional[Boolean]
-    ResourceTypes: Optional[ResourceTypeRequestList]
-    NextToken: Optional[String]
-    DryRun: Optional[Boolean]
-    MaxResults: Optional[DescribeImageReferencesMaxResults]
+    IncludeAllResourceTypes: Boolean | None
+    ResourceTypes: ResourceTypeRequestList | None
+    NextToken: String | None
+    DryRun: Boolean | None
+    MaxResults: DescribeImageReferencesMaxResults | None
 
 
 class ImageReference(TypedDict, total=False):
-    ImageId: Optional[ImageId]
-    ResourceType: Optional[ImageReferenceResourceType]
-    Arn: Optional[String]
+    ImageId: ImageId | None
+    ResourceType: ImageReferenceResourceType | None
+    Arn: String | None
 
 
-ImageReferenceList = List[ImageReference]
+ImageReferenceList = list[ImageReference]
 
 
 class DescribeImageReferencesResult(TypedDict, total=False):
-    NextToken: Optional[String]
-    ImageReferences: Optional[ImageReferenceList]
+    NextToken: String | None
+    ImageReferences: ImageReferenceList | None
 
 
-ImageUsageReportIdStringList = List[ImageUsageReportId]
-DescribeImageUsageReportsImageIdStringList = List[ImageId]
+ImageUsageReportIdStringList = list[ImageUsageReportId]
+DescribeImageUsageReportsImageIdStringList = list[ImageId]
 
 
 class DescribeImageUsageReportEntriesRequest(ServiceRequest):
-    ImageIds: Optional[DescribeImageUsageReportsImageIdStringList]
-    ReportIds: Optional[ImageUsageReportIdStringList]
-    NextToken: Optional[String]
-    Filters: Optional[FilterList]
-    DryRun: Optional[Boolean]
-    MaxResults: Optional[DescribeImageUsageReportEntriesMaxResults]
+    ImageIds: DescribeImageUsageReportsImageIdStringList | None
+    ReportIds: ImageUsageReportIdStringList | None
+    NextToken: String | None
+    Filters: FilterList | None
+    DryRun: Boolean | None
+    MaxResults: DescribeImageUsageReportEntriesMaxResults | None
 
 
 class ImageUsageReportEntry(TypedDict, total=False):
-    ResourceType: Optional[ImageUsageResourceTypeName]
-    ReportId: Optional[ImageUsageReportId]
-    UsageCount: Optional[Long]
-    AccountId: Optional[String]
-    ImageId: Optional[ImageId]
-    ReportCreationTime: Optional[MillisecondDateTime]
+    ResourceType: ImageUsageResourceTypeName | None
+    ReportId: ImageUsageReportId | None
+    UsageCount: Long | None
+    AccountId: String | None
+    ImageId: ImageId | None
+    ReportCreationTime: MillisecondDateTime | None
 
 
-ImageUsageReportEntryList = List[ImageUsageReportEntry]
+ImageUsageReportEntryList = list[ImageUsageReportEntry]
 
 
 class DescribeImageUsageReportEntriesResult(TypedDict, total=False):
-    NextToken: Optional[String]
-    ImageUsageReportEntries: Optional[ImageUsageReportEntryList]
+    NextToken: String | None
+    ImageUsageReportEntries: ImageUsageReportEntryList | None
 
 
 class DescribeImageUsageReportsRequest(ServiceRequest):
-    ImageIds: Optional[DescribeImageUsageReportsImageIdStringList]
-    ReportIds: Optional[ImageUsageReportIdStringList]
-    NextToken: Optional[String]
-    Filters: Optional[FilterList]
-    DryRun: Optional[Boolean]
-    MaxResults: Optional[DescribeImageUsageReportsMaxResults]
+    ImageIds: DescribeImageUsageReportsImageIdStringList | None
+    ReportIds: ImageUsageReportIdStringList | None
+    NextToken: String | None
+    Filters: FilterList | None
+    DryRun: Boolean | None
+    MaxResults: DescribeImageUsageReportsMaxResults | None
 
 
-UserIdList = List[String]
+UserIdList = list[String]
 
 
 class ImageUsageResourceTypeOption(TypedDict, total=False):
-    OptionName: Optional[String]
-    OptionValues: Optional[ImageUsageResourceTypeOptionValuesList]
+    OptionName: String | None
+    OptionValues: ImageUsageResourceTypeOptionValuesList | None
 
 
-ImageUsageResourceTypeOptionList = List[ImageUsageResourceTypeOption]
+ImageUsageResourceTypeOptionList = list[ImageUsageResourceTypeOption]
 
 
 class ImageUsageResourceType(TypedDict, total=False):
-    ResourceType: Optional[ImageUsageResourceTypeName]
-    ResourceTypeOptions: Optional[ImageUsageResourceTypeOptionList]
+    ResourceType: ImageUsageResourceTypeName | None
+    ResourceTypeOptions: ImageUsageResourceTypeOptionList | None
 
 
-ImageUsageResourceTypeList = List[ImageUsageResourceType]
+ImageUsageResourceTypeList = list[ImageUsageResourceType]
 
 
 class ImageUsageReport(TypedDict, total=False):
-    ImageId: Optional[ImageId]
-    ReportId: Optional[ImageUsageReportId]
-    ResourceTypes: Optional[ImageUsageResourceTypeList]
-    AccountIds: Optional[UserIdList]
-    State: Optional[ImageUsageReportState]
-    StateReason: Optional[ImageUsageReportStateReason]
-    CreationTime: Optional[MillisecondDateTime]
-    ExpirationTime: Optional[MillisecondDateTime]
-    Tags: Optional[TagList]
+    ImageId: ImageId | None
+    ReportId: ImageUsageReportId | None
+    ResourceTypes: ImageUsageResourceTypeList | None
+    AccountIds: UserIdList | None
+    State: ImageUsageReportState | None
+    StateReason: ImageUsageReportStateReason | None
+    CreationTime: MillisecondDateTime | None
+    ExpirationTime: MillisecondDateTime | None
+    Tags: TagList | None
 
 
-ImageUsageReportList = List[ImageUsageReport]
+ImageUsageReportList = list[ImageUsageReport]
 
 
 class DescribeImageUsageReportsResult(TypedDict, total=False):
-    NextToken: Optional[String]
-    ImageUsageReports: Optional[ImageUsageReportList]
+    NextToken: String | None
+    ImageUsageReports: ImageUsageReportList | None
 
 
-ImageIdStringList = List[ImageId]
-ExecutableByStringList = List[String]
+ImageIdStringList = list[ImageId]
+ExecutableByStringList = list[String]
 
 
 class DescribeImagesRequest(ServiceRequest):
-    ExecutableUsers: Optional[ExecutableByStringList]
-    ImageIds: Optional[ImageIdStringList]
-    Owners: Optional[OwnerStringList]
-    IncludeDeprecated: Optional[Boolean]
-    IncludeDisabled: Optional[Boolean]
-    MaxResults: Optional[Integer]
-    NextToken: Optional[String]
-    DryRun: Optional[Boolean]
-    Filters: Optional[FilterList]
+    ExecutableUsers: ExecutableByStringList | None
+    ImageIds: ImageIdStringList | None
+    Owners: OwnerStringList | None
+    IncludeDeprecated: Boolean | None
+    IncludeDisabled: Boolean | None
+    MaxResults: Integer | None
+    NextToken: String | None
+    DryRun: Boolean | None
+    Filters: FilterList | None
 
 
 class Image(TypedDict, total=False):
-    PlatformDetails: Optional[String]
-    UsageOperation: Optional[String]
-    BlockDeviceMappings: Optional[BlockDeviceMappingList]
-    Description: Optional[String]
-    EnaSupport: Optional[Boolean]
-    Hypervisor: Optional[HypervisorType]
-    ImageOwnerAlias: Optional[String]
-    Name: Optional[String]
-    RootDeviceName: Optional[String]
-    RootDeviceType: Optional[DeviceType]
-    SriovNetSupport: Optional[String]
-    StateReason: Optional[StateReason]
-    Tags: Optional[TagList]
-    VirtualizationType: Optional[VirtualizationType]
-    BootMode: Optional[BootModeValues]
-    TpmSupport: Optional[TpmSupportValues]
-    DeprecationTime: Optional[String]
-    ImdsSupport: Optional[ImdsSupportValues]
-    SourceInstanceId: Optional[String]
-    DeregistrationProtection: Optional[String]
-    LastLaunchedTime: Optional[String]
-    ImageAllowed: Optional[Boolean]
-    SourceImageId: Optional[String]
-    SourceImageRegion: Optional[String]
-    FreeTierEligible: Optional[Boolean]
-    ImageId: Optional[String]
-    ImageLocation: Optional[String]
-    State: Optional[ImageState]
-    OwnerId: Optional[String]
-    CreationDate: Optional[String]
-    Public: Optional[Boolean]
-    ProductCodes: Optional[ProductCodeList]
-    Architecture: Optional[ArchitectureValues]
-    ImageType: Optional[ImageTypeValues]
-    KernelId: Optional[String]
-    RamdiskId: Optional[String]
-    Platform: Optional[PlatformValues]
-
-
-ImageList = List[Image]
+    PlatformDetails: String | None
+    UsageOperation: String | None
+    BlockDeviceMappings: BlockDeviceMappingList | None
+    Description: String | None
+    EnaSupport: Boolean | None
+    Hypervisor: HypervisorType | None
+    ImageOwnerAlias: String | None
+    Name: String | None
+    RootDeviceName: String | None
+    RootDeviceType: DeviceType | None
+    SriovNetSupport: String | None
+    StateReason: StateReason | None
+    Tags: TagList | None
+    VirtualizationType: VirtualizationType | None
+    BootMode: BootModeValues | None
+    TpmSupport: TpmSupportValues | None
+    DeprecationTime: String | None
+    ImdsSupport: ImdsSupportValues | None
+    SourceInstanceId: String | None
+    DeregistrationProtection: String | None
+    LastLaunchedTime: String | None
+    ImageAllowed: Boolean | None
+    SourceImageId: String | None
+    SourceImageRegion: String | None
+    FreeTierEligible: Boolean | None
+    ImageId: String | None
+    ImageLocation: String | None
+    State: ImageState | None
+    OwnerId: String | None
+    CreationDate: String | None
+    Public: Boolean | None
+    ProductCodes: ProductCodeList | None
+    Architecture: ArchitectureValues | None
+    ImageType: ImageTypeValues | None
+    KernelId: String | None
+    RamdiskId: String | None
+    Platform: PlatformValues | None
+
+
+ImageList = list[Image]
 
 
 class DescribeImagesResult(TypedDict, total=False):
-    NextToken: Optional[String]
-    Images: Optional[ImageList]
+    NextToken: String | None
+    Images: ImageList | None
 
 
-ImportTaskIdList = List[ImportImageTaskId]
+ImportTaskIdList = list[ImportImageTaskId]
 
 
 class DescribeImportImageTasksRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    Filters: Optional[FilterList]
-    ImportTaskIds: Optional[ImportTaskIdList]
-    MaxResults: Optional[Integer]
-    NextToken: Optional[String]
+    DryRun: Boolean | None
+    Filters: FilterList | None
+    ImportTaskIds: ImportTaskIdList | None
+    MaxResults: Integer | None
+    NextToken: String | None
 
 
 class ImportImageLicenseConfigurationResponse(TypedDict, total=False):
-    LicenseConfigurationArn: Optional[String]
+    LicenseConfigurationArn: String | None
 
 
-ImportImageLicenseSpecificationListResponse = List[ImportImageLicenseConfigurationResponse]
+ImportImageLicenseSpecificationListResponse = list[ImportImageLicenseConfigurationResponse]
 
 
 class UserBucketDetails(TypedDict, total=False):
-    S3Bucket: Optional[String]
-    S3Key: Optional[String]
+    S3Bucket: String | None
+    S3Key: String | None
 
 
 class SnapshotDetail(TypedDict, total=False):
-    Description: Optional[String]
-    DeviceName: Optional[String]
-    DiskImageSize: Optional[Double]
-    Format: Optional[String]
-    Progress: Optional[String]
-    SnapshotId: Optional[String]
-    Status: Optional[String]
-    StatusMessage: Optional[String]
-    Url: Optional[SensitiveUrl]
-    UserBucket: Optional[UserBucketDetails]
+    Description: String | None
+    DeviceName: String | None
+    DiskImageSize: Double | None
+    Format: String | None
+    Progress: String | None
+    SnapshotId: String | None
+    Status: String | None
+    StatusMessage: String | None
+    Url: SensitiveUrl | None
+    UserBucket: UserBucketDetails | None
 
 
-SnapshotDetailList = List[SnapshotDetail]
+SnapshotDetailList = list[SnapshotDetail]
 
 
 class ImportImageTask(TypedDict, total=False):
-    Architecture: Optional[String]
-    Description: Optional[String]
-    Encrypted: Optional[Boolean]
-    Hypervisor: Optional[String]
-    ImageId: Optional[String]
-    ImportTaskId: Optional[String]
-    KmsKeyId: Optional[String]
-    LicenseType: Optional[String]
-    Platform: Optional[String]
-    Progress: Optional[String]
-    SnapshotDetails: Optional[SnapshotDetailList]
-    Status: Optional[String]
-    StatusMessage: Optional[String]
-    Tags: Optional[TagList]
-    LicenseSpecifications: Optional[ImportImageLicenseSpecificationListResponse]
-    UsageOperation: Optional[String]
-    BootMode: Optional[BootModeValues]
-
-
-ImportImageTaskList = List[ImportImageTask]
+    Architecture: String | None
+    Description: String | None
+    Encrypted: Boolean | None
+    Hypervisor: String | None
+    ImageId: String | None
+    ImportTaskId: String | None
+    KmsKeyId: String | None
+    LicenseType: String | None
+    Platform: String | None
+    Progress: String | None
+    SnapshotDetails: SnapshotDetailList | None
+    Status: String | None
+    StatusMessage: String | None
+    Tags: TagList | None
+    LicenseSpecifications: ImportImageLicenseSpecificationListResponse | None
+    UsageOperation: String | None
+    BootMode: BootModeValues | None
+
+
+ImportImageTaskList = list[ImportImageTask]
 
 
 class DescribeImportImageTasksResult(TypedDict, total=False):
-    ImportImageTasks: Optional[ImportImageTaskList]
-    NextToken: Optional[String]
+    ImportImageTasks: ImportImageTaskList | None
+    NextToken: String | None
 
 
-ImportSnapshotTaskIdList = List[ImportSnapshotTaskId]
+ImportSnapshotTaskIdList = list[ImportSnapshotTaskId]
 
 
 class DescribeImportSnapshotTasksRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    Filters: Optional[FilterList]
-    ImportTaskIds: Optional[ImportSnapshotTaskIdList]
-    MaxResults: Optional[Integer]
-    NextToken: Optional[String]
+    DryRun: Boolean | None
+    Filters: FilterList | None
+    ImportTaskIds: ImportSnapshotTaskIdList | None
+    MaxResults: Integer | None
+    NextToken: String | None
 
 
 class SnapshotTaskDetail(TypedDict, total=False):
-    Description: Optional[String]
-    DiskImageSize: Optional[Double]
-    Encrypted: Optional[Boolean]
-    Format: Optional[String]
-    KmsKeyId: Optional[String]
-    Progress: Optional[String]
-    SnapshotId: Optional[String]
-    Status: Optional[String]
-    StatusMessage: Optional[String]
-    Url: Optional[SensitiveUrl]
-    UserBucket: Optional[UserBucketDetails]
+    Description: String | None
+    DiskImageSize: Double | None
+    Encrypted: Boolean | None
+    Format: String | None
+    KmsKeyId: String | None
+    Progress: String | None
+    SnapshotId: String | None
+    Status: String | None
+    StatusMessage: String | None
+    Url: SensitiveUrl | None
+    UserBucket: UserBucketDetails | None
 
 
 class ImportSnapshotTask(TypedDict, total=False):
-    Description: Optional[String]
-    ImportTaskId: Optional[String]
-    SnapshotTaskDetail: Optional[SnapshotTaskDetail]
-    Tags: Optional[TagList]
+    Description: String | None
+    ImportTaskId: String | None
+    SnapshotTaskDetail: SnapshotTaskDetail | None
+    Tags: TagList | None
 
 
-ImportSnapshotTaskList = List[ImportSnapshotTask]
+ImportSnapshotTaskList = list[ImportSnapshotTask]
 
 
 class DescribeImportSnapshotTasksResult(TypedDict, total=False):
-    ImportSnapshotTasks: Optional[ImportSnapshotTaskList]
-    NextToken: Optional[String]
+    ImportSnapshotTasks: ImportSnapshotTaskList | None
+    NextToken: String | None
 
 
 class DescribeInstanceAttributeRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     InstanceId: InstanceId
     Attribute: InstanceAttributeName
 
 
 class DescribeInstanceConnectEndpointsRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    MaxResults: Optional[InstanceConnectEndpointMaxResults]
-    NextToken: Optional[NextToken]
-    Filters: Optional[FilterList]
-    InstanceConnectEndpointIds: Optional[ValueStringList]
+    DryRun: Boolean | None
+    MaxResults: InstanceConnectEndpointMaxResults | None
+    NextToken: NextToken | None
+    Filters: FilterList | None
+    InstanceConnectEndpointIds: ValueStringList | None
 
 
-InstanceConnectEndpointSet = List[Ec2InstanceConnectEndpoint]
+InstanceConnectEndpointSet = list[Ec2InstanceConnectEndpoint]
 
 
 class DescribeInstanceConnectEndpointsResult(TypedDict, total=False):
-    InstanceConnectEndpoints: Optional[InstanceConnectEndpointSet]
-    NextToken: Optional[NextToken]
+    InstanceConnectEndpoints: InstanceConnectEndpointSet | None
+    NextToken: NextToken | None
 
 
 class DescribeInstanceCreditSpecificationsRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    Filters: Optional[FilterList]
-    InstanceIds: Optional[InstanceIdStringList]
-    MaxResults: Optional[DescribeInstanceCreditSpecificationsMaxResults]
-    NextToken: Optional[String]
+    DryRun: Boolean | None
+    Filters: FilterList | None
+    InstanceIds: InstanceIdStringList | None
+    MaxResults: DescribeInstanceCreditSpecificationsMaxResults | None
+    NextToken: String | None
 
 
 class InstanceCreditSpecification(TypedDict, total=False):
-    InstanceId: Optional[String]
-    CpuCredits: Optional[String]
+    InstanceId: String | None
+    CpuCredits: String | None
 
 
-InstanceCreditSpecificationList = List[InstanceCreditSpecification]
+InstanceCreditSpecificationList = list[InstanceCreditSpecification]
 
 
 class DescribeInstanceCreditSpecificationsResult(TypedDict, total=False):
-    InstanceCreditSpecifications: Optional[InstanceCreditSpecificationList]
-    NextToken: Optional[String]
+    InstanceCreditSpecifications: InstanceCreditSpecificationList | None
+    NextToken: String | None
 
 
 class DescribeInstanceEventNotificationAttributesRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class DescribeInstanceEventNotificationAttributesResult(TypedDict, total=False):
-    InstanceTagAttribute: Optional[InstanceTagNotificationAttribute]
+    InstanceTagAttribute: InstanceTagNotificationAttribute | None
 
 
-InstanceEventWindowIdSet = List[InstanceEventWindowId]
+InstanceEventWindowIdSet = list[InstanceEventWindowId]
 
 
 class DescribeInstanceEventWindowsRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    InstanceEventWindowIds: Optional[InstanceEventWindowIdSet]
-    Filters: Optional[FilterList]
-    MaxResults: Optional[ResultRange]
-    NextToken: Optional[String]
+    DryRun: Boolean | None
+    InstanceEventWindowIds: InstanceEventWindowIdSet | None
+    Filters: FilterList | None
+    MaxResults: ResultRange | None
+    NextToken: String | None
 
 
-InstanceEventWindowSet = List[InstanceEventWindow]
+InstanceEventWindowSet = list[InstanceEventWindow]
 
 
 class DescribeInstanceEventWindowsResult(TypedDict, total=False):
-    InstanceEventWindows: Optional[InstanceEventWindowSet]
-    NextToken: Optional[String]
+    InstanceEventWindows: InstanceEventWindowSet | None
+    NextToken: String | None
 
 
 class DescribeInstanceImageMetadataRequest(ServiceRequest):
-    Filters: Optional[FilterList]
-    InstanceIds: Optional[InstanceIdStringList]
-    MaxResults: Optional[DescribeInstanceImageMetadataMaxResults]
-    NextToken: Optional[String]
-    DryRun: Optional[Boolean]
+    Filters: FilterList | None
+    InstanceIds: InstanceIdStringList | None
+    MaxResults: DescribeInstanceImageMetadataMaxResults | None
+    NextToken: String | None
+    DryRun: Boolean | None
 
 
 class ImageMetadata(TypedDict, total=False):
-    ImageId: Optional[ImageId]
-    Name: Optional[String]
-    OwnerId: Optional[String]
-    State: Optional[ImageState]
-    ImageOwnerAlias: Optional[String]
-    CreationDate: Optional[String]
-    DeprecationTime: Optional[String]
-    ImageAllowed: Optional[Boolean]
-    IsPublic: Optional[Boolean]
+    ImageId: ImageId | None
+    Name: String | None
+    OwnerId: String | None
+    State: ImageState | None
+    ImageOwnerAlias: String | None
+    CreationDate: String | None
+    DeprecationTime: String | None
+    ImageAllowed: Boolean | None
+    IsPublic: Boolean | None
 
 
 class InstanceState(TypedDict, total=False):
-    Code: Optional[Integer]
-    Name: Optional[InstanceStateName]
+    Code: Integer | None
+    Name: InstanceStateName | None
 
 
 class InstanceImageMetadata(TypedDict, total=False):
-    InstanceId: Optional[InstanceId]
-    InstanceType: Optional[InstanceType]
-    LaunchTime: Optional[MillisecondDateTime]
-    AvailabilityZone: Optional[String]
-    ZoneId: Optional[String]
-    State: Optional[InstanceState]
-    OwnerId: Optional[String]
-    Tags: Optional[TagList]
-    ImageMetadata: Optional[ImageMetadata]
-    Operator: Optional[OperatorResponse]
+    InstanceId: InstanceId | None
+    InstanceType: InstanceType | None
+    LaunchTime: MillisecondDateTime | None
+    AvailabilityZone: String | None
+    ZoneId: String | None
+    State: InstanceState | None
+    OwnerId: String | None
+    Tags: TagList | None
+    ImageMetadata: ImageMetadata | None
+    Operator: OperatorResponse | None
 
 
-InstanceImageMetadataList = List[InstanceImageMetadata]
+InstanceImageMetadataList = list[InstanceImageMetadata]
 
 
 class DescribeInstanceImageMetadataResult(TypedDict, total=False):
-    InstanceImageMetadata: Optional[InstanceImageMetadataList]
-    NextToken: Optional[String]
+    InstanceImageMetadata: InstanceImageMetadataList | None
+    NextToken: String | None
 
 
 class DescribeInstanceStatusRequest(ServiceRequest):
-    InstanceIds: Optional[InstanceIdStringList]
-    MaxResults: Optional[Integer]
-    NextToken: Optional[String]
-    DryRun: Optional[Boolean]
-    Filters: Optional[FilterList]
-    IncludeAllInstances: Optional[Boolean]
+    InstanceIds: InstanceIdStringList | None
+    MaxResults: Integer | None
+    NextToken: String | None
+    DryRun: Boolean | None
+    Filters: FilterList | None
+    IncludeAllInstances: Boolean | None
 
 
 class EbsStatusDetails(TypedDict, total=False):
-    ImpairedSince: Optional[MillisecondDateTime]
-    Name: Optional[StatusName]
-    Status: Optional[StatusType]
+    ImpairedSince: MillisecondDateTime | None
+    Name: StatusName | None
+    Status: StatusType | None
 
 
-EbsStatusDetailsList = List[EbsStatusDetails]
+EbsStatusDetailsList = list[EbsStatusDetails]
 
 
 class EbsStatusSummary(TypedDict, total=False):
-    Details: Optional[EbsStatusDetailsList]
-    Status: Optional[SummaryStatus]
+    Details: EbsStatusDetailsList | None
+    Status: SummaryStatus | None
 
 
 class InstanceStatusDetails(TypedDict, total=False):
-    ImpairedSince: Optional[DateTime]
-    Name: Optional[StatusName]
-    Status: Optional[StatusType]
+    ImpairedSince: DateTime | None
+    Name: StatusName | None
+    Status: StatusType | None
 
 
-InstanceStatusDetailsList = List[InstanceStatusDetails]
+InstanceStatusDetailsList = list[InstanceStatusDetails]
 
 
 class InstanceStatusSummary(TypedDict, total=False):
-    Details: Optional[InstanceStatusDetailsList]
-    Status: Optional[SummaryStatus]
+    Details: InstanceStatusDetailsList | None
+    Status: SummaryStatus | None
 
 
 class InstanceStatusEvent(TypedDict, total=False):
-    InstanceEventId: Optional[InstanceEventId]
-    Code: Optional[EventCode]
-    Description: Optional[String]
-    NotAfter: Optional[DateTime]
-    NotBefore: Optional[DateTime]
-    NotBeforeDeadline: Optional[DateTime]
+    InstanceEventId: InstanceEventId | None
+    Code: EventCode | None
+    Description: String | None
+    NotAfter: DateTime | None
+    NotBefore: DateTime | None
+    NotBeforeDeadline: DateTime | None
 
 
-InstanceStatusEventList = List[InstanceStatusEvent]
+InstanceStatusEventList = list[InstanceStatusEvent]
 
 
 class InstanceStatus(TypedDict, total=False):
-    AvailabilityZone: Optional[String]
-    AvailabilityZoneId: Optional[AvailabilityZoneId]
-    OutpostArn: Optional[String]
-    Operator: Optional[OperatorResponse]
-    Events: Optional[InstanceStatusEventList]
-    InstanceId: Optional[String]
-    InstanceState: Optional[InstanceState]
-    InstanceStatus: Optional[InstanceStatusSummary]
-    SystemStatus: Optional[InstanceStatusSummary]
-    AttachedEbsStatus: Optional[EbsStatusSummary]
+    AvailabilityZone: String | None
+    AvailabilityZoneId: AvailabilityZoneId | None
+    OutpostArn: String | None
+    Operator: OperatorResponse | None
+    Events: InstanceStatusEventList | None
+    InstanceId: String | None
+    InstanceState: InstanceState | None
+    InstanceStatus: InstanceStatusSummary | None
+    SystemStatus: InstanceStatusSummary | None
+    AttachedEbsStatus: EbsStatusSummary | None
 
 
-InstanceStatusList = List[InstanceStatus]
+InstanceStatusList = list[InstanceStatus]
 
 
 class DescribeInstanceStatusResult(TypedDict, total=False):
-    InstanceStatuses: Optional[InstanceStatusList]
-    NextToken: Optional[String]
+    InstanceStatuses: InstanceStatusList | None
+    NextToken: String | None
 
 
-DescribeInstanceTopologyGroupNameSet = List[PlacementGroupName]
-DescribeInstanceTopologyInstanceIdSet = List[InstanceId]
+DescribeInstanceTopologyGroupNameSet = list[PlacementGroupName]
+DescribeInstanceTopologyInstanceIdSet = list[InstanceId]
 
 
 class DescribeInstanceTopologyRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    NextToken: Optional[String]
-    MaxResults: Optional[DescribeInstanceTopologyMaxResults]
-    InstanceIds: Optional[DescribeInstanceTopologyInstanceIdSet]
-    GroupNames: Optional[DescribeInstanceTopologyGroupNameSet]
-    Filters: Optional[FilterList]
+    DryRun: Boolean | None
+    NextToken: String | None
+    MaxResults: DescribeInstanceTopologyMaxResults | None
+    InstanceIds: DescribeInstanceTopologyInstanceIdSet | None
+    GroupNames: DescribeInstanceTopologyGroupNameSet | None
+    Filters: FilterList | None
 
 
-NetworkNodesList = List[String]
+NetworkNodesList = list[String]
 
 
 class InstanceTopology(TypedDict, total=False):
-    InstanceId: Optional[String]
-    InstanceType: Optional[String]
-    GroupName: Optional[String]
-    NetworkNodes: Optional[NetworkNodesList]
-    AvailabilityZone: Optional[String]
-    ZoneId: Optional[String]
-    CapacityBlockId: Optional[String]
+    InstanceId: String | None
+    InstanceType: String | None
+    GroupName: String | None
+    NetworkNodes: NetworkNodesList | None
+    AvailabilityZone: String | None
+    ZoneId: String | None
+    CapacityBlockId: String | None
 
 
-InstanceSet = List[InstanceTopology]
+InstanceSet = list[InstanceTopology]
 
 
 class DescribeInstanceTopologyResult(TypedDict, total=False):
-    Instances: Optional[InstanceSet]
-    NextToken: Optional[String]
+    Instances: InstanceSet | None
+    NextToken: String | None
 
 
 class DescribeInstanceTypeOfferingsRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    LocationType: Optional[LocationType]
-    Filters: Optional[FilterList]
-    MaxResults: Optional[DITOMaxResults]
-    NextToken: Optional[NextToken]
+    DryRun: Boolean | None
+    LocationType: LocationType | None
+    Filters: FilterList | None
+    MaxResults: DITOMaxResults | None
+    NextToken: NextToken | None
 
 
 class InstanceTypeOffering(TypedDict, total=False):
-    InstanceType: Optional[InstanceType]
-    LocationType: Optional[LocationType]
-    Location: Optional[Location]
+    InstanceType: InstanceType | None
+    LocationType: LocationType | None
+    Location: Location | None
 
 
-InstanceTypeOfferingsList = List[InstanceTypeOffering]
+InstanceTypeOfferingsList = list[InstanceTypeOffering]
 
 
 class DescribeInstanceTypeOfferingsResult(TypedDict, total=False):
-    InstanceTypeOfferings: Optional[InstanceTypeOfferingsList]
-    NextToken: Optional[NextToken]
+    InstanceTypeOfferings: InstanceTypeOfferingsList | None
+    NextToken: NextToken | None
 
 
-RequestInstanceTypeList = List[InstanceType]
+RequestInstanceTypeList = list[InstanceType]
 
 
 class DescribeInstanceTypesRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    InstanceTypes: Optional[RequestInstanceTypeList]
-    Filters: Optional[FilterList]
-    MaxResults: Optional[DITMaxResults]
-    NextToken: Optional[NextToken]
+    DryRun: Boolean | None
+    InstanceTypes: RequestInstanceTypeList | None
+    Filters: FilterList | None
+    MaxResults: DITMaxResults | None
+    NextToken: NextToken | None
 
 
 class NeuronDeviceMemoryInfo(TypedDict, total=False):
-    SizeInMiB: Optional[NeuronDeviceMemorySize]
+    SizeInMiB: NeuronDeviceMemorySize | None
 
 
 class NeuronDeviceCoreInfo(TypedDict, total=False):
-    Count: Optional[NeuronDeviceCoreCount]
-    Version: Optional[NeuronDeviceCoreVersion]
+    Count: NeuronDeviceCoreCount | None
+    Version: NeuronDeviceCoreVersion | None
 
 
 class NeuronDeviceInfo(TypedDict, total=False):
-    Count: Optional[NeuronDeviceCount]
-    Name: Optional[NeuronDeviceName]
-    CoreInfo: Optional[NeuronDeviceCoreInfo]
-    MemoryInfo: Optional[NeuronDeviceMemoryInfo]
+    Count: NeuronDeviceCount | None
+    Name: NeuronDeviceName | None
+    CoreInfo: NeuronDeviceCoreInfo | None
+    MemoryInfo: NeuronDeviceMemoryInfo | None
 
 
-NeuronDeviceInfoList = List[NeuronDeviceInfo]
+NeuronDeviceInfoList = list[NeuronDeviceInfo]
 
 
 class NeuronInfo(TypedDict, total=False):
-    NeuronDevices: Optional[NeuronDeviceInfoList]
-    TotalNeuronDeviceMemoryInMiB: Optional[TotalNeuronMemory]
+    NeuronDevices: NeuronDeviceInfoList | None
+    TotalNeuronDeviceMemoryInMiB: TotalNeuronMemory | None
 
 
 class MediaDeviceMemoryInfo(TypedDict, total=False):
-    SizeInMiB: Optional[MediaDeviceMemorySize]
+    SizeInMiB: MediaDeviceMemorySize | None
 
 
 class MediaDeviceInfo(TypedDict, total=False):
-    Count: Optional[MediaDeviceCount]
-    Name: Optional[MediaDeviceName]
-    Manufacturer: Optional[MediaDeviceManufacturerName]
-    MemoryInfo: Optional[MediaDeviceMemoryInfo]
+    Count: MediaDeviceCount | None
+    Name: MediaDeviceName | None
+    Manufacturer: MediaDeviceManufacturerName | None
+    MemoryInfo: MediaDeviceMemoryInfo | None
 
 
-MediaDeviceInfoList = List[MediaDeviceInfo]
+MediaDeviceInfoList = list[MediaDeviceInfo]
 
 
 class MediaAcceleratorInfo(TypedDict, total=False):
-    Accelerators: Optional[MediaDeviceInfoList]
-    TotalMediaMemoryInMiB: Optional[TotalMediaMemory]
+    Accelerators: MediaDeviceInfoList | None
+    TotalMediaMemoryInMiB: TotalMediaMemory | None
 
 
-NitroTpmSupportedVersionsList = List[NitroTpmSupportedVersionType]
+NitroTpmSupportedVersionsList = list[NitroTpmSupportedVersionType]
 
 
 class NitroTpmInfo(TypedDict, total=False):
-    SupportedVersions: Optional[NitroTpmSupportedVersionsList]
+    SupportedVersions: NitroTpmSupportedVersionsList | None
 
 
 class InferenceDeviceMemoryInfo(TypedDict, total=False):
-    SizeInMiB: Optional[InferenceDeviceMemorySize]
+    SizeInMiB: InferenceDeviceMemorySize | None
 
 
 class InferenceDeviceInfo(TypedDict, total=False):
-    Count: Optional[InferenceDeviceCount]
-    Name: Optional[InferenceDeviceName]
-    Manufacturer: Optional[InferenceDeviceManufacturerName]
-    MemoryInfo: Optional[InferenceDeviceMemoryInfo]
+    Count: InferenceDeviceCount | None
+    Name: InferenceDeviceName | None
+    Manufacturer: InferenceDeviceManufacturerName | None
+    MemoryInfo: InferenceDeviceMemoryInfo | None
 
 
-InferenceDeviceInfoList = List[InferenceDeviceInfo]
+InferenceDeviceInfoList = list[InferenceDeviceInfo]
 
 
 class InferenceAcceleratorInfo(TypedDict, total=False):
-    Accelerators: Optional[InferenceDeviceInfoList]
-    TotalInferenceMemoryInMiB: Optional[totalInferenceMemory]
+    Accelerators: InferenceDeviceInfoList | None
+    TotalInferenceMemoryInMiB: totalInferenceMemory | None
 
 
-PlacementGroupStrategyList = List[PlacementGroupStrategy]
+PlacementGroupStrategyList = list[PlacementGroupStrategy]
 
 
 class PlacementGroupInfo(TypedDict, total=False):
-    SupportedStrategies: Optional[PlacementGroupStrategyList]
+    SupportedStrategies: PlacementGroupStrategyList | None
 
 
 class FpgaDeviceMemoryInfo(TypedDict, total=False):
-    SizeInMiB: Optional[FpgaDeviceMemorySize]
+    SizeInMiB: FpgaDeviceMemorySize | None
 
 
 class FpgaDeviceInfo(TypedDict, total=False):
-    Name: Optional[FpgaDeviceName]
-    Manufacturer: Optional[FpgaDeviceManufacturerName]
-    Count: Optional[FpgaDeviceCount]
-    MemoryInfo: Optional[FpgaDeviceMemoryInfo]
+    Name: FpgaDeviceName | None
+    Manufacturer: FpgaDeviceManufacturerName | None
+    Count: FpgaDeviceCount | None
+    MemoryInfo: FpgaDeviceMemoryInfo | None
 
 
-FpgaDeviceInfoList = List[FpgaDeviceInfo]
+FpgaDeviceInfoList = list[FpgaDeviceInfo]
 
 
 class FpgaInfo(TypedDict, total=False):
-    Fpgas: Optional[FpgaDeviceInfoList]
-    TotalFpgaMemoryInMiB: Optional[totalFpgaMemory]
+    Fpgas: FpgaDeviceInfoList | None
+    TotalFpgaMemoryInMiB: totalFpgaMemory | None
 
 
 class GpuDeviceMemoryInfo(TypedDict, total=False):
-    SizeInMiB: Optional[GpuDeviceMemorySize]
+    SizeInMiB: GpuDeviceMemorySize | None
 
 
 class GpuDeviceInfo(TypedDict, total=False):
-    Name: Optional[GpuDeviceName]
-    Manufacturer: Optional[GpuDeviceManufacturerName]
-    Count: Optional[GpuDeviceCount]
-    MemoryInfo: Optional[GpuDeviceMemoryInfo]
+    Name: GpuDeviceName | None
+    Manufacturer: GpuDeviceManufacturerName | None
+    Count: GpuDeviceCount | None
+    MemoryInfo: GpuDeviceMemoryInfo | None
 
 
-GpuDeviceInfoList = List[GpuDeviceInfo]
+GpuDeviceInfoList = list[GpuDeviceInfo]
 
 
 class GpuInfo(TypedDict, total=False):
-    Gpus: Optional[GpuDeviceInfoList]
-    TotalGpuMemoryInMiB: Optional[totalGpuMemory]
+    Gpus: GpuDeviceInfoList | None
+    TotalGpuMemoryInMiB: totalGpuMemory | None
 
 
 class EfaInfo(TypedDict, total=False):
-    MaximumEfaInterfaces: Optional[MaximumEfaInterfaces]
+    MaximumEfaInterfaces: MaximumEfaInterfaces | None
 
 
 class NetworkCardInfo(TypedDict, total=False):
-    NetworkCardIndex: Optional[NetworkCardIndex]
-    NetworkPerformance: Optional[NetworkPerformance]
-    MaximumNetworkInterfaces: Optional[MaxNetworkInterfaces]
-    BaselineBandwidthInGbps: Optional[BaselineBandwidthInGbps]
-    PeakBandwidthInGbps: Optional[PeakBandwidthInGbps]
-    DefaultEnaQueueCountPerInterface: Optional[DefaultEnaQueueCountPerInterface]
-    MaximumEnaQueueCount: Optional[MaximumEnaQueueCount]
-    MaximumEnaQueueCountPerInterface: Optional[MaximumEnaQueueCountPerInterface]
+    NetworkCardIndex: NetworkCardIndex | None
+    NetworkPerformance: NetworkPerformance | None
+    MaximumNetworkInterfaces: MaxNetworkInterfaces | None
+    BaselineBandwidthInGbps: BaselineBandwidthInGbps | None
+    PeakBandwidthInGbps: PeakBandwidthInGbps | None
+    DefaultEnaQueueCountPerInterface: DefaultEnaQueueCountPerInterface | None
+    MaximumEnaQueueCount: MaximumEnaQueueCount | None
+    MaximumEnaQueueCountPerInterface: MaximumEnaQueueCountPerInterface | None
 
 
-NetworkCardInfoList = List[NetworkCardInfo]
+NetworkCardInfoList = list[NetworkCardInfo]
 
 
 class NetworkInfo(TypedDict, total=False):
-    NetworkPerformance: Optional[NetworkPerformance]
-    MaximumNetworkInterfaces: Optional[MaxNetworkInterfaces]
-    MaximumNetworkCards: Optional[MaximumNetworkCards]
-    DefaultNetworkCardIndex: Optional[DefaultNetworkCardIndex]
-    NetworkCards: Optional[NetworkCardInfoList]
-    Ipv4AddressesPerInterface: Optional[MaxIpv4AddrPerInterface]
-    Ipv6AddressesPerInterface: Optional[MaxIpv6AddrPerInterface]
-    Ipv6Supported: Optional[Ipv6Flag]
-    EnaSupport: Optional[EnaSupport]
-    EfaSupported: Optional[EfaSupportedFlag]
-    EfaInfo: Optional[EfaInfo]
-    EncryptionInTransitSupported: Optional[EncryptionInTransitSupported]
-    EnaSrdSupported: Optional[EnaSrdSupported]
-    BandwidthWeightings: Optional[BandwidthWeightingTypeList]
-    FlexibleEnaQueuesSupport: Optional[FlexibleEnaQueuesSupport]
+    NetworkPerformance: NetworkPerformance | None
+    MaximumNetworkInterfaces: MaxNetworkInterfaces | None
+    MaximumNetworkCards: MaximumNetworkCards | None
+    DefaultNetworkCardIndex: DefaultNetworkCardIndex | None
+    NetworkCards: NetworkCardInfoList | None
+    Ipv4AddressesPerInterface: MaxIpv4AddrPerInterface | None
+    Ipv6AddressesPerInterface: MaxIpv6AddrPerInterface | None
+    Ipv6Supported: Ipv6Flag | None
+    EnaSupport: EnaSupport | None
+    EfaSupported: EfaSupportedFlag | None
+    EfaInfo: EfaInfo | None
+    EncryptionInTransitSupported: EncryptionInTransitSupported | None
+    EnaSrdSupported: EnaSrdSupported | None
+    BandwidthWeightings: BandwidthWeightingTypeList | None
+    FlexibleEnaQueuesSupport: FlexibleEnaQueuesSupport | None
 
 
 class EbsOptimizedInfo(TypedDict, total=False):
-    BaselineBandwidthInMbps: Optional[BaselineBandwidthInMbps]
-    BaselineThroughputInMBps: Optional[BaselineThroughputInMBps]
-    BaselineIops: Optional[BaselineIops]
-    MaximumBandwidthInMbps: Optional[MaximumBandwidthInMbps]
-    MaximumThroughputInMBps: Optional[MaximumThroughputInMBps]
-    MaximumIops: Optional[MaximumIops]
+    BaselineBandwidthInMbps: BaselineBandwidthInMbps | None
+    BaselineThroughputInMBps: BaselineThroughputInMBps | None
+    BaselineIops: BaselineIops | None
+    MaximumBandwidthInMbps: MaximumBandwidthInMbps | None
+    MaximumThroughputInMBps: MaximumThroughputInMBps | None
+    MaximumIops: MaximumIops | None
 
 
 class EbsInfo(TypedDict, total=False):
-    EbsOptimizedSupport: Optional[EbsOptimizedSupport]
-    EncryptionSupport: Optional[EbsEncryptionSupport]
-    EbsOptimizedInfo: Optional[EbsOptimizedInfo]
-    NvmeSupport: Optional[EbsNvmeSupport]
-    MaximumEbsAttachments: Optional[MaximumEbsAttachments]
-    AttachmentLimitType: Optional[AttachmentLimitType]
+    EbsOptimizedSupport: EbsOptimizedSupport | None
+    EncryptionSupport: EbsEncryptionSupport | None
+    EbsOptimizedInfo: EbsOptimizedInfo | None
+    NvmeSupport: EbsNvmeSupport | None
+    MaximumEbsAttachments: MaximumEbsAttachments | None
+    AttachmentLimitType: AttachmentLimitType | None
 
 
 DiskSize = int
 
 
 class DiskInfo(TypedDict, total=False):
-    SizeInGB: Optional[DiskSize]
-    Count: Optional[DiskCount]
-    Type: Optional[DiskType]
+    SizeInGB: DiskSize | None
+    Count: DiskCount | None
+    Type: DiskType | None
 
 
-DiskInfoList = List[DiskInfo]
+DiskInfoList = list[DiskInfo]
 
 
 class InstanceStorageInfo(TypedDict, total=False):
-    TotalSizeInGB: Optional[DiskSize]
-    Disks: Optional[DiskInfoList]
-    NvmeSupport: Optional[EphemeralNvmeSupport]
-    EncryptionSupport: Optional[InstanceStorageEncryptionSupport]
+    TotalSizeInGB: DiskSize | None
+    Disks: DiskInfoList | None
+    NvmeSupport: EphemeralNvmeSupport | None
+    EncryptionSupport: InstanceStorageEncryptionSupport | None
 
 
 MemorySize = int
 
 
 class MemoryInfo(TypedDict, total=False):
-    SizeInMiB: Optional[MemorySize]
+    SizeInMiB: MemorySize | None
 
 
-ThreadsPerCoreList = List[ThreadsPerCore]
+ThreadsPerCoreList = list[ThreadsPerCore]
 
 
 class VCpuInfo(TypedDict, total=False):
-    DefaultVCpus: Optional[VCpuCount]
-    DefaultCores: Optional[CoreCount]
-    DefaultThreadsPerCore: Optional[ThreadsPerCore]
-    ValidCores: Optional[CoreCountList]
-    ValidThreadsPerCore: Optional[ThreadsPerCoreList]
+    DefaultVCpus: VCpuCount | None
+    DefaultCores: CoreCount | None
+    DefaultThreadsPerCore: ThreadsPerCore | None
+    ValidCores: CoreCountList | None
+    ValidThreadsPerCore: ThreadsPerCoreList | None
 
 
-SupportedAdditionalProcessorFeatureList = List[SupportedAdditionalProcessorFeature]
+SupportedAdditionalProcessorFeatureList = list[SupportedAdditionalProcessorFeature]
 
 
 class ProcessorInfo(TypedDict, total=False):
-    SupportedArchitectures: Optional[ArchitectureTypeList]
-    SustainedClockSpeedInGhz: Optional[ProcessorSustainedClockSpeed]
-    SupportedFeatures: Optional[SupportedAdditionalProcessorFeatureList]
-    Manufacturer: Optional[CpuManufacturerName]
+    SupportedArchitectures: ArchitectureTypeList | None
+    SustainedClockSpeedInGhz: ProcessorSustainedClockSpeed | None
+    SupportedFeatures: SupportedAdditionalProcessorFeatureList | None
+    Manufacturer: CpuManufacturerName | None
 
 
-VirtualizationTypeList = List[VirtualizationType]
-RootDeviceTypeList = List[RootDeviceType]
-UsageClassTypeList = List[UsageClassType]
+VirtualizationTypeList = list[VirtualizationType]
+RootDeviceTypeList = list[RootDeviceType]
+UsageClassTypeList = list[UsageClassType]
 
 
 class InstanceTypeInfo(TypedDict, total=False):
-    InstanceType: Optional[InstanceType]
-    CurrentGeneration: Optional[CurrentGenerationFlag]
-    FreeTierEligible: Optional[FreeTierEligibleFlag]
-    SupportedUsageClasses: Optional[UsageClassTypeList]
-    SupportedRootDeviceTypes: Optional[RootDeviceTypeList]
-    SupportedVirtualizationTypes: Optional[VirtualizationTypeList]
-    BareMetal: Optional[BareMetalFlag]
-    Hypervisor: Optional[InstanceTypeHypervisor]
-    ProcessorInfo: Optional[ProcessorInfo]
-    VCpuInfo: Optional[VCpuInfo]
-    MemoryInfo: Optional[MemoryInfo]
-    InstanceStorageSupported: Optional[InstanceStorageFlag]
-    InstanceStorageInfo: Optional[InstanceStorageInfo]
-    EbsInfo: Optional[EbsInfo]
-    NetworkInfo: Optional[NetworkInfo]
-    GpuInfo: Optional[GpuInfo]
-    FpgaInfo: Optional[FpgaInfo]
-    PlacementGroupInfo: Optional[PlacementGroupInfo]
-    InferenceAcceleratorInfo: Optional[InferenceAcceleratorInfo]
-    HibernationSupported: Optional[HibernationFlag]
-    BurstablePerformanceSupported: Optional[BurstablePerformanceFlag]
-    DedicatedHostsSupported: Optional[DedicatedHostFlag]
-    AutoRecoverySupported: Optional[AutoRecoveryFlag]
-    SupportedBootModes: Optional[BootModeTypeList]
-    NitroEnclavesSupport: Optional[NitroEnclavesSupport]
-    NitroTpmSupport: Optional[NitroTpmSupport]
-    NitroTpmInfo: Optional[NitroTpmInfo]
-    MediaAcceleratorInfo: Optional[MediaAcceleratorInfo]
-    NeuronInfo: Optional[NeuronInfo]
-    PhcSupport: Optional[PhcSupport]
-    RebootMigrationSupport: Optional[RebootMigrationSupport]
-
-
-InstanceTypeInfoList = List[InstanceTypeInfo]
+    InstanceType: InstanceType | None
+    CurrentGeneration: CurrentGenerationFlag | None
+    FreeTierEligible: FreeTierEligibleFlag | None
+    SupportedUsageClasses: UsageClassTypeList | None
+    SupportedRootDeviceTypes: RootDeviceTypeList | None
+    SupportedVirtualizationTypes: VirtualizationTypeList | None
+    BareMetal: BareMetalFlag | None
+    Hypervisor: InstanceTypeHypervisor | None
+    ProcessorInfo: ProcessorInfo | None
+    VCpuInfo: VCpuInfo | None
+    MemoryInfo: MemoryInfo | None
+    InstanceStorageSupported: InstanceStorageFlag | None
+    InstanceStorageInfo: InstanceStorageInfo | None
+    EbsInfo: EbsInfo | None
+    NetworkInfo: NetworkInfo | None
+    GpuInfo: GpuInfo | None
+    FpgaInfo: FpgaInfo | None
+    PlacementGroupInfo: PlacementGroupInfo | None
+    InferenceAcceleratorInfo: InferenceAcceleratorInfo | None
+    HibernationSupported: HibernationFlag | None
+    BurstablePerformanceSupported: BurstablePerformanceFlag | None
+    DedicatedHostsSupported: DedicatedHostFlag | None
+    AutoRecoverySupported: AutoRecoveryFlag | None
+    SupportedBootModes: BootModeTypeList | None
+    NitroEnclavesSupport: NitroEnclavesSupport | None
+    NitroTpmSupport: NitroTpmSupport | None
+    NitroTpmInfo: NitroTpmInfo | None
+    MediaAcceleratorInfo: MediaAcceleratorInfo | None
+    NeuronInfo: NeuronInfo | None
+    PhcSupport: PhcSupport | None
+    RebootMigrationSupport: RebootMigrationSupport | None
+
+
+InstanceTypeInfoList = list[InstanceTypeInfo]
 
 
 class DescribeInstanceTypesResult(TypedDict, total=False):
-    InstanceTypes: Optional[InstanceTypeInfoList]
-    NextToken: Optional[NextToken]
+    InstanceTypes: InstanceTypeInfoList | None
+    NextToken: NextToken | None
 
 
 class DescribeInstancesRequest(ServiceRequest):
-    InstanceIds: Optional[InstanceIdStringList]
-    DryRun: Optional[Boolean]
-    Filters: Optional[FilterList]
-    NextToken: Optional[String]
-    MaxResults: Optional[Integer]
+    InstanceIds: InstanceIdStringList | None
+    DryRun: Boolean | None
+    Filters: FilterList | None
+    NextToken: String | None
+    MaxResults: Integer | None
 
 
 class Monitoring(TypedDict, total=False):
-    State: Optional[MonitoringState]
+    State: MonitoringState | None
 
 
 class InstanceNetworkPerformanceOptions(TypedDict, total=False):
-    BandwidthWeighting: Optional[InstanceBandwidthWeighting]
+    BandwidthWeighting: InstanceBandwidthWeighting | None
 
 
 class InstanceMaintenanceOptions(TypedDict, total=False):
-    AutoRecovery: Optional[InstanceAutoRecoveryState]
-    RebootMigration: Optional[InstanceRebootMigrationState]
+    AutoRecovery: InstanceAutoRecoveryState | None
+    RebootMigration: InstanceRebootMigrationState | None
 
 
 class PrivateDnsNameOptionsResponse(TypedDict, total=False):
-    HostnameType: Optional[HostnameType]
-    EnableResourceNameDnsARecord: Optional[Boolean]
-    EnableResourceNameDnsAAAARecord: Optional[Boolean]
+    HostnameType: HostnameType | None
+    EnableResourceNameDnsARecord: Boolean | None
+    EnableResourceNameDnsAAAARecord: Boolean | None
 
 
 class EnclaveOptions(TypedDict, total=False):
-    Enabled: Optional[Boolean]
+    Enabled: Boolean | None
 
 
 class InstanceMetadataOptionsResponse(TypedDict, total=False):
-    State: Optional[InstanceMetadataOptionsState]
-    HttpTokens: Optional[HttpTokensState]
-    HttpPutResponseHopLimit: Optional[Integer]
-    HttpEndpoint: Optional[InstanceMetadataEndpointState]
-    HttpProtocolIpv6: Optional[InstanceMetadataProtocolState]
-    InstanceMetadataTags: Optional[InstanceMetadataTagsState]
+    State: InstanceMetadataOptionsState | None
+    HttpTokens: HttpTokensState | None
+    HttpPutResponseHopLimit: Integer | None
+    HttpEndpoint: InstanceMetadataEndpointState | None
+    HttpProtocolIpv6: InstanceMetadataProtocolState | None
+    InstanceMetadataTags: InstanceMetadataTagsState | None
 
 
 class LicenseConfiguration(TypedDict, total=False):
-    LicenseConfigurationArn: Optional[String]
+    LicenseConfigurationArn: String | None
 
 
-LicenseList = List[LicenseConfiguration]
+LicenseList = list[LicenseConfiguration]
 
 
 class HibernationOptions(TypedDict, total=False):
-    Configured: Optional[Boolean]
+    Configured: Boolean | None
 
 
 class InstanceIpv6Prefix(TypedDict, total=False):
-    Ipv6Prefix: Optional[String]
+    Ipv6Prefix: String | None
 
 
-InstanceIpv6PrefixList = List[InstanceIpv6Prefix]
+InstanceIpv6PrefixList = list[InstanceIpv6Prefix]
 
 
 class InstanceIpv4Prefix(TypedDict, total=False):
-    Ipv4Prefix: Optional[String]
+    Ipv4Prefix: String | None
 
 
-InstanceIpv4PrefixList = List[InstanceIpv4Prefix]
+InstanceIpv4PrefixList = list[InstanceIpv4Prefix]
 
 
 class InstanceNetworkInterfaceAssociation(TypedDict, total=False):
-    CarrierIp: Optional[String]
-    CustomerOwnedIp: Optional[String]
-    IpOwnerId: Optional[String]
-    PublicDnsName: Optional[String]
-    PublicIp: Optional[String]
+    CarrierIp: String | None
+    CustomerOwnedIp: String | None
+    IpOwnerId: String | None
+    PublicDnsName: String | None
+    PublicIp: String | None
 
 
 class InstancePrivateIpAddress(TypedDict, total=False):
-    Association: Optional[InstanceNetworkInterfaceAssociation]
-    Primary: Optional[Boolean]
-    PrivateDnsName: Optional[String]
-    PrivateIpAddress: Optional[String]
+    Association: InstanceNetworkInterfaceAssociation | None
+    Primary: Boolean | None
+    PrivateDnsName: String | None
+    PrivateIpAddress: String | None
 
 
-InstancePrivateIpAddressList = List[InstancePrivateIpAddress]
+InstancePrivateIpAddressList = list[InstancePrivateIpAddress]
 
 
 class InstanceAttachmentEnaSrdUdpSpecification(TypedDict, total=False):
-    EnaSrdUdpEnabled: Optional[Boolean]
+    EnaSrdUdpEnabled: Boolean | None
 
 
 class InstanceAttachmentEnaSrdSpecification(TypedDict, total=False):
-    EnaSrdEnabled: Optional[Boolean]
-    EnaSrdUdpSpecification: Optional[InstanceAttachmentEnaSrdUdpSpecification]
+    EnaSrdEnabled: Boolean | None
+    EnaSrdUdpSpecification: InstanceAttachmentEnaSrdUdpSpecification | None
 
 
 class InstanceNetworkInterfaceAttachment(TypedDict, total=False):
-    AttachTime: Optional[DateTime]
-    AttachmentId: Optional[String]
-    DeleteOnTermination: Optional[Boolean]
-    DeviceIndex: Optional[Integer]
-    Status: Optional[AttachmentStatus]
-    NetworkCardIndex: Optional[Integer]
-    EnaSrdSpecification: Optional[InstanceAttachmentEnaSrdSpecification]
-    EnaQueueCount: Optional[Integer]
+    AttachTime: DateTime | None
+    AttachmentId: String | None
+    DeleteOnTermination: Boolean | None
+    DeviceIndex: Integer | None
+    Status: AttachmentStatus | None
+    NetworkCardIndex: Integer | None
+    EnaSrdSpecification: InstanceAttachmentEnaSrdSpecification | None
+    EnaQueueCount: Integer | None
 
 
 class InstanceNetworkInterface(TypedDict, total=False):
-    Association: Optional[InstanceNetworkInterfaceAssociation]
-    Attachment: Optional[InstanceNetworkInterfaceAttachment]
-    Description: Optional[String]
-    Groups: Optional[GroupIdentifierList]
-    Ipv6Addresses: Optional[InstanceIpv6AddressList]
-    MacAddress: Optional[String]
-    NetworkInterfaceId: Optional[String]
-    OwnerId: Optional[String]
-    PrivateDnsName: Optional[String]
-    PrivateIpAddress: Optional[String]
-    PrivateIpAddresses: Optional[InstancePrivateIpAddressList]
-    SourceDestCheck: Optional[Boolean]
-    Status: Optional[NetworkInterfaceStatus]
-    SubnetId: Optional[String]
-    VpcId: Optional[String]
-    InterfaceType: Optional[String]
-    Ipv4Prefixes: Optional[InstanceIpv4PrefixList]
-    Ipv6Prefixes: Optional[InstanceIpv6PrefixList]
-    ConnectionTrackingConfiguration: Optional[ConnectionTrackingSpecificationResponse]
-    Operator: Optional[OperatorResponse]
-
-
-InstanceNetworkInterfaceList = List[InstanceNetworkInterface]
+    Association: InstanceNetworkInterfaceAssociation | None
+    Attachment: InstanceNetworkInterfaceAttachment | None
+    Description: String | None
+    Groups: GroupIdentifierList | None
+    Ipv6Addresses: InstanceIpv6AddressList | None
+    MacAddress: String | None
+    NetworkInterfaceId: String | None
+    OwnerId: String | None
+    PrivateDnsName: String | None
+    PrivateIpAddress: String | None
+    PrivateIpAddresses: InstancePrivateIpAddressList | None
+    SourceDestCheck: Boolean | None
+    Status: NetworkInterfaceStatus | None
+    SubnetId: String | None
+    VpcId: String | None
+    InterfaceType: String | None
+    Ipv4Prefixes: InstanceIpv4PrefixList | None
+    Ipv6Prefixes: InstanceIpv6PrefixList | None
+    ConnectionTrackingConfiguration: ConnectionTrackingSpecificationResponse | None
+    Operator: OperatorResponse | None
+
+
+InstanceNetworkInterfaceList = list[InstanceNetworkInterface]
 
 
 class ElasticInferenceAcceleratorAssociation(TypedDict, total=False):
-    ElasticInferenceAcceleratorArn: Optional[String]
-    ElasticInferenceAcceleratorAssociationId: Optional[String]
-    ElasticInferenceAcceleratorAssociationState: Optional[String]
-    ElasticInferenceAcceleratorAssociationTime: Optional[DateTime]
+    ElasticInferenceAcceleratorArn: String | None
+    ElasticInferenceAcceleratorAssociationId: String | None
+    ElasticInferenceAcceleratorAssociationState: String | None
+    ElasticInferenceAcceleratorAssociationTime: DateTime | None
 
 
-ElasticInferenceAcceleratorAssociationList = List[ElasticInferenceAcceleratorAssociation]
+ElasticInferenceAcceleratorAssociationList = list[ElasticInferenceAcceleratorAssociation]
 
 
 class ElasticGpuAssociation(TypedDict, total=False):
-    ElasticGpuId: Optional[ElasticGpuId]
-    ElasticGpuAssociationId: Optional[String]
-    ElasticGpuAssociationState: Optional[String]
-    ElasticGpuAssociationTime: Optional[String]
+    ElasticGpuId: ElasticGpuId | None
+    ElasticGpuAssociationId: String | None
+    ElasticGpuAssociationState: String | None
+    ElasticGpuAssociationTime: String | None
 
 
-ElasticGpuAssociationList = List[ElasticGpuAssociation]
+ElasticGpuAssociationList = list[ElasticGpuAssociation]
 
 
 class EbsInstanceBlockDevice(TypedDict, total=False):
-    AttachTime: Optional[DateTime]
-    DeleteOnTermination: Optional[Boolean]
-    Status: Optional[AttachmentStatus]
-    VolumeId: Optional[String]
-    AssociatedResource: Optional[String]
-    VolumeOwnerId: Optional[String]
-    Operator: Optional[OperatorResponse]
+    AttachTime: DateTime | None
+    DeleteOnTermination: Boolean | None
+    Status: AttachmentStatus | None
+    VolumeId: String | None
+    AssociatedResource: String | None
+    VolumeOwnerId: String | None
+    Operator: OperatorResponse | None
 
 
 class InstanceBlockDeviceMapping(TypedDict, total=False):
-    DeviceName: Optional[String]
-    Ebs: Optional[EbsInstanceBlockDevice]
+    DeviceName: String | None
+    Ebs: EbsInstanceBlockDevice | None
 
 
-InstanceBlockDeviceMappingList = List[InstanceBlockDeviceMapping]
+InstanceBlockDeviceMappingList = list[InstanceBlockDeviceMapping]
 
 
 class Instance(TypedDict, total=False):
-    Architecture: Optional[ArchitectureValues]
-    BlockDeviceMappings: Optional[InstanceBlockDeviceMappingList]
-    ClientToken: Optional[String]
-    EbsOptimized: Optional[Boolean]
-    EnaSupport: Optional[Boolean]
-    Hypervisor: Optional[HypervisorType]
-    IamInstanceProfile: Optional[IamInstanceProfile]
-    InstanceLifecycle: Optional[InstanceLifecycleType]
-    ElasticGpuAssociations: Optional[ElasticGpuAssociationList]
-    ElasticInferenceAcceleratorAssociations: Optional[ElasticInferenceAcceleratorAssociationList]
-    NetworkInterfaces: Optional[InstanceNetworkInterfaceList]
-    OutpostArn: Optional[String]
-    RootDeviceName: Optional[String]
-    RootDeviceType: Optional[DeviceType]
-    SecurityGroups: Optional[GroupIdentifierList]
-    SourceDestCheck: Optional[Boolean]
-    SpotInstanceRequestId: Optional[String]
-    SriovNetSupport: Optional[String]
-    StateReason: Optional[StateReason]
-    Tags: Optional[TagList]
-    VirtualizationType: Optional[VirtualizationType]
-    CpuOptions: Optional[CpuOptions]
-    CapacityBlockId: Optional[String]
-    CapacityReservationId: Optional[String]
-    CapacityReservationSpecification: Optional[CapacityReservationSpecificationResponse]
-    HibernationOptions: Optional[HibernationOptions]
-    Licenses: Optional[LicenseList]
-    MetadataOptions: Optional[InstanceMetadataOptionsResponse]
-    EnclaveOptions: Optional[EnclaveOptions]
-    BootMode: Optional[BootModeValues]
-    PlatformDetails: Optional[String]
-    UsageOperation: Optional[String]
-    UsageOperationUpdateTime: Optional[MillisecondDateTime]
-    PrivateDnsNameOptions: Optional[PrivateDnsNameOptionsResponse]
-    Ipv6Address: Optional[String]
-    TpmSupport: Optional[String]
-    MaintenanceOptions: Optional[InstanceMaintenanceOptions]
-    CurrentInstanceBootMode: Optional[InstanceBootModeValues]
-    NetworkPerformanceOptions: Optional[InstanceNetworkPerformanceOptions]
-    Operator: Optional[OperatorResponse]
-    InstanceId: Optional[String]
-    ImageId: Optional[String]
-    State: Optional[InstanceState]
-    PrivateDnsName: Optional[String]
-    PublicDnsName: Optional[String]
-    StateTransitionReason: Optional[String]
-    KeyName: Optional[String]
-    AmiLaunchIndex: Optional[Integer]
-    ProductCodes: Optional[ProductCodeList]
-    InstanceType: Optional[InstanceType]
-    LaunchTime: Optional[DateTime]
-    Placement: Optional[Placement]
-    KernelId: Optional[String]
-    RamdiskId: Optional[String]
-    Platform: Optional[PlatformValues]
-    Monitoring: Optional[Monitoring]
-    SubnetId: Optional[String]
-    VpcId: Optional[String]
-    PrivateIpAddress: Optional[String]
-    PublicIpAddress: Optional[String]
-
-
-InstanceList = List[Instance]
+    Architecture: ArchitectureValues | None
+    BlockDeviceMappings: InstanceBlockDeviceMappingList | None
+    ClientToken: String | None
+    EbsOptimized: Boolean | None
+    EnaSupport: Boolean | None
+    Hypervisor: HypervisorType | None
+    IamInstanceProfile: IamInstanceProfile | None
+    InstanceLifecycle: InstanceLifecycleType | None
+    ElasticGpuAssociations: ElasticGpuAssociationList | None
+    ElasticInferenceAcceleratorAssociations: ElasticInferenceAcceleratorAssociationList | None
+    NetworkInterfaces: InstanceNetworkInterfaceList | None
+    OutpostArn: String | None
+    RootDeviceName: String | None
+    RootDeviceType: DeviceType | None
+    SecurityGroups: GroupIdentifierList | None
+    SourceDestCheck: Boolean | None
+    SpotInstanceRequestId: String | None
+    SriovNetSupport: String | None
+    StateReason: StateReason | None
+    Tags: TagList | None
+    VirtualizationType: VirtualizationType | None
+    CpuOptions: CpuOptions | None
+    CapacityBlockId: String | None
+    CapacityReservationId: String | None
+    CapacityReservationSpecification: CapacityReservationSpecificationResponse | None
+    HibernationOptions: HibernationOptions | None
+    Licenses: LicenseList | None
+    MetadataOptions: InstanceMetadataOptionsResponse | None
+    EnclaveOptions: EnclaveOptions | None
+    BootMode: BootModeValues | None
+    PlatformDetails: String | None
+    UsageOperation: String | None
+    UsageOperationUpdateTime: MillisecondDateTime | None
+    PrivateDnsNameOptions: PrivateDnsNameOptionsResponse | None
+    Ipv6Address: String | None
+    TpmSupport: String | None
+    MaintenanceOptions: InstanceMaintenanceOptions | None
+    CurrentInstanceBootMode: InstanceBootModeValues | None
+    NetworkPerformanceOptions: InstanceNetworkPerformanceOptions | None
+    Operator: OperatorResponse | None
+    InstanceId: String | None
+    ImageId: String | None
+    State: InstanceState | None
+    PrivateDnsName: String | None
+    PublicDnsName: String | None
+    StateTransitionReason: String | None
+    KeyName: String | None
+    AmiLaunchIndex: Integer | None
+    ProductCodes: ProductCodeList | None
+    InstanceType: InstanceType | None
+    LaunchTime: DateTime | None
+    Placement: Placement | None
+    KernelId: String | None
+    RamdiskId: String | None
+    Platform: PlatformValues | None
+    Monitoring: Monitoring | None
+    SubnetId: String | None
+    VpcId: String | None
+    PrivateIpAddress: String | None
+    PublicIpAddress: String | None
+
+
+InstanceList = list[Instance]
 
 
 class Reservation(TypedDict, total=False):
-    ReservationId: Optional[String]
-    OwnerId: Optional[String]
-    RequesterId: Optional[String]
-    Groups: Optional[GroupIdentifierList]
-    Instances: Optional[InstanceList]
+    ReservationId: String | None
+    OwnerId: String | None
+    RequesterId: String | None
+    Groups: GroupIdentifierList | None
+    Instances: InstanceList | None
 
 
-ReservationList = List[Reservation]
+ReservationList = list[Reservation]
 
 
 class DescribeInstancesResult(TypedDict, total=False):
-    NextToken: Optional[String]
-    Reservations: Optional[ReservationList]
+    NextToken: String | None
+    Reservations: ReservationList | None
 
 
-InternetGatewayIdList = List[InternetGatewayId]
+InternetGatewayIdList = list[InternetGatewayId]
 
 
 class DescribeInternetGatewaysRequest(ServiceRequest):
-    NextToken: Optional[String]
-    MaxResults: Optional[DescribeInternetGatewaysMaxResults]
-    DryRun: Optional[Boolean]
-    InternetGatewayIds: Optional[InternetGatewayIdList]
-    Filters: Optional[FilterList]
+    NextToken: String | None
+    MaxResults: DescribeInternetGatewaysMaxResults | None
+    DryRun: Boolean | None
+    InternetGatewayIds: InternetGatewayIdList | None
+    Filters: FilterList | None
 
 
-InternetGatewayList = List[InternetGateway]
+InternetGatewayList = list[InternetGateway]
 
 
 class DescribeInternetGatewaysResult(TypedDict, total=False):
-    InternetGateways: Optional[InternetGatewayList]
-    NextToken: Optional[String]
+    InternetGateways: InternetGatewayList | None
+    NextToken: String | None
 
 
 class DescribeIpamByoasnRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    MaxResults: Optional[DescribeIpamByoasnMaxResults]
-    NextToken: Optional[NextToken]
+    DryRun: Boolean | None
+    MaxResults: DescribeIpamByoasnMaxResults | None
+    NextToken: NextToken | None
 
 
 class DescribeIpamByoasnResult(TypedDict, total=False):
-    Byoasns: Optional[ByoasnSet]
-    NextToken: Optional[String]
+    Byoasns: ByoasnSet | None
+    NextToken: String | None
 
 
 class DescribeIpamExternalResourceVerificationTokensRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    Filters: Optional[FilterList]
-    NextToken: Optional[NextToken]
-    MaxResults: Optional[IpamMaxResults]
-    IpamExternalResourceVerificationTokenIds: Optional[ValueStringList]
+    DryRun: Boolean | None
+    Filters: FilterList | None
+    NextToken: NextToken | None
+    MaxResults: IpamMaxResults | None
+    IpamExternalResourceVerificationTokenIds: ValueStringList | None
 
 
-IpamExternalResourceVerificationTokenSet = List[IpamExternalResourceVerificationToken]
+IpamExternalResourceVerificationTokenSet = list[IpamExternalResourceVerificationToken]
 
 
 class DescribeIpamExternalResourceVerificationTokensResult(TypedDict, total=False):
-    NextToken: Optional[NextToken]
-    IpamExternalResourceVerificationTokens: Optional[IpamExternalResourceVerificationTokenSet]
+    NextToken: NextToken | None
+    IpamExternalResourceVerificationTokens: IpamExternalResourceVerificationTokenSet | None
 
 
 class DescribeIpamPoolsRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    Filters: Optional[FilterList]
-    MaxResults: Optional[IpamMaxResults]
-    NextToken: Optional[NextToken]
-    IpamPoolIds: Optional[ValueStringList]
+    DryRun: Boolean | None
+    Filters: FilterList | None
+    MaxResults: IpamMaxResults | None
+    NextToken: NextToken | None
+    IpamPoolIds: ValueStringList | None
 
 
-IpamPoolSet = List[IpamPool]
+IpamPoolSet = list[IpamPool]
 
 
 class DescribeIpamPoolsResult(TypedDict, total=False):
-    NextToken: Optional[NextToken]
-    IpamPools: Optional[IpamPoolSet]
+    NextToken: NextToken | None
+    IpamPools: IpamPoolSet | None
 
 
 class DescribeIpamPrefixListResolverTargetsRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    Filters: Optional[FilterList]
-    MaxResults: Optional[IpamMaxResults]
-    NextToken: Optional[NextToken]
-    IpamPrefixListResolverTargetIds: Optional[ValueStringList]
-    IpamPrefixListResolverId: Optional[IpamPrefixListResolverId]
+    DryRun: Boolean | None
+    Filters: FilterList | None
+    MaxResults: IpamMaxResults | None
+    NextToken: NextToken | None
+    IpamPrefixListResolverTargetIds: ValueStringList | None
+    IpamPrefixListResolverId: IpamPrefixListResolverId | None
 
 
-IpamPrefixListResolverTargetSet = List[IpamPrefixListResolverTarget]
+IpamPrefixListResolverTargetSet = list[IpamPrefixListResolverTarget]
 
 
 class DescribeIpamPrefixListResolverTargetsResult(TypedDict, total=False):
-    NextToken: Optional[NextToken]
-    IpamPrefixListResolverTargets: Optional[IpamPrefixListResolverTargetSet]
+    NextToken: NextToken | None
+    IpamPrefixListResolverTargets: IpamPrefixListResolverTargetSet | None
 
 
 class DescribeIpamPrefixListResolversRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    Filters: Optional[FilterList]
-    MaxResults: Optional[IpamMaxResults]
-    NextToken: Optional[NextToken]
-    IpamPrefixListResolverIds: Optional[ValueStringList]
+    DryRun: Boolean | None
+    Filters: FilterList | None
+    MaxResults: IpamMaxResults | None
+    NextToken: NextToken | None
+    IpamPrefixListResolverIds: ValueStringList | None
 
 
-IpamPrefixListResolverSet = List[IpamPrefixListResolver]
+IpamPrefixListResolverSet = list[IpamPrefixListResolver]
 
 
 class DescribeIpamPrefixListResolversResult(TypedDict, total=False):
-    NextToken: Optional[NextToken]
-    IpamPrefixListResolvers: Optional[IpamPrefixListResolverSet]
+    NextToken: NextToken | None
+    IpamPrefixListResolvers: IpamPrefixListResolverSet | None
 
 
 class DescribeIpamResourceDiscoveriesRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    IpamResourceDiscoveryIds: Optional[ValueStringList]
-    NextToken: Optional[NextToken]
-    MaxResults: Optional[IpamMaxResults]
-    Filters: Optional[FilterList]
+    DryRun: Boolean | None
+    IpamResourceDiscoveryIds: ValueStringList | None
+    NextToken: NextToken | None
+    MaxResults: IpamMaxResults | None
+    Filters: FilterList | None
 
 
-IpamResourceDiscoverySet = List[IpamResourceDiscovery]
+IpamResourceDiscoverySet = list[IpamResourceDiscovery]
 
 
 class DescribeIpamResourceDiscoveriesResult(TypedDict, total=False):
-    IpamResourceDiscoveries: Optional[IpamResourceDiscoverySet]
-    NextToken: Optional[NextToken]
+    IpamResourceDiscoveries: IpamResourceDiscoverySet | None
+    NextToken: NextToken | None
 
 
 class DescribeIpamResourceDiscoveryAssociationsRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    IpamResourceDiscoveryAssociationIds: Optional[ValueStringList]
-    NextToken: Optional[NextToken]
-    MaxResults: Optional[IpamMaxResults]
-    Filters: Optional[FilterList]
+    DryRun: Boolean | None
+    IpamResourceDiscoveryAssociationIds: ValueStringList | None
+    NextToken: NextToken | None
+    MaxResults: IpamMaxResults | None
+    Filters: FilterList | None
 
 
-IpamResourceDiscoveryAssociationSet = List[IpamResourceDiscoveryAssociation]
+IpamResourceDiscoveryAssociationSet = list[IpamResourceDiscoveryAssociation]
 
 
 class DescribeIpamResourceDiscoveryAssociationsResult(TypedDict, total=False):
-    IpamResourceDiscoveryAssociations: Optional[IpamResourceDiscoveryAssociationSet]
-    NextToken: Optional[NextToken]
+    IpamResourceDiscoveryAssociations: IpamResourceDiscoveryAssociationSet | None
+    NextToken: NextToken | None
 
 
 class DescribeIpamScopesRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    Filters: Optional[FilterList]
-    MaxResults: Optional[IpamMaxResults]
-    NextToken: Optional[NextToken]
-    IpamScopeIds: Optional[ValueStringList]
+    DryRun: Boolean | None
+    Filters: FilterList | None
+    MaxResults: IpamMaxResults | None
+    NextToken: NextToken | None
+    IpamScopeIds: ValueStringList | None
 
 
-IpamScopeSet = List[IpamScope]
+IpamScopeSet = list[IpamScope]
 
 
 class DescribeIpamScopesResult(TypedDict, total=False):
-    NextToken: Optional[NextToken]
-    IpamScopes: Optional[IpamScopeSet]
+    NextToken: NextToken | None
+    IpamScopes: IpamScopeSet | None
 
 
 class DescribeIpamsRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    Filters: Optional[FilterList]
-    MaxResults: Optional[IpamMaxResults]
-    NextToken: Optional[NextToken]
-    IpamIds: Optional[ValueStringList]
+    DryRun: Boolean | None
+    Filters: FilterList | None
+    MaxResults: IpamMaxResults | None
+    NextToken: NextToken | None
+    IpamIds: ValueStringList | None
 
 
-IpamSet = List[Ipam]
+IpamSet = list[Ipam]
 
 
 class DescribeIpamsResult(TypedDict, total=False):
-    NextToken: Optional[NextToken]
-    Ipams: Optional[IpamSet]
+    NextToken: NextToken | None
+    Ipams: IpamSet | None
 
 
-Ipv6PoolIdList = List[Ipv6PoolEc2Id]
+Ipv6PoolIdList = list[Ipv6PoolEc2Id]
 
 
 class DescribeIpv6PoolsRequest(ServiceRequest):
-    PoolIds: Optional[Ipv6PoolIdList]
-    NextToken: Optional[NextToken]
-    MaxResults: Optional[Ipv6PoolMaxResults]
-    DryRun: Optional[Boolean]
-    Filters: Optional[FilterList]
+    PoolIds: Ipv6PoolIdList | None
+    NextToken: NextToken | None
+    MaxResults: Ipv6PoolMaxResults | None
+    DryRun: Boolean | None
+    Filters: FilterList | None
 
 
 class PoolCidrBlock(TypedDict, total=False):
-    Cidr: Optional[String]
+    Cidr: String | None
 
 
-PoolCidrBlocksSet = List[PoolCidrBlock]
+PoolCidrBlocksSet = list[PoolCidrBlock]
 
 
 class Ipv6Pool(TypedDict, total=False):
-    PoolId: Optional[String]
-    Description: Optional[String]
-    PoolCidrBlocks: Optional[PoolCidrBlocksSet]
-    Tags: Optional[TagList]
+    PoolId: String | None
+    Description: String | None
+    PoolCidrBlocks: PoolCidrBlocksSet | None
+    Tags: TagList | None
 
 
-Ipv6PoolSet = List[Ipv6Pool]
+Ipv6PoolSet = list[Ipv6Pool]
 
 
 class DescribeIpv6PoolsResult(TypedDict, total=False):
-    Ipv6Pools: Optional[Ipv6PoolSet]
-    NextToken: Optional[NextToken]
+    Ipv6Pools: Ipv6PoolSet | None
+    NextToken: NextToken | None
 
 
-KeyPairIdStringList = List[KeyPairId]
-KeyNameStringList = List[KeyPairName]
+KeyPairIdStringList = list[KeyPairId]
+KeyNameStringList = list[KeyPairName]
 
 
 class DescribeKeyPairsRequest(ServiceRequest):
-    KeyNames: Optional[KeyNameStringList]
-    KeyPairIds: Optional[KeyPairIdStringList]
-    IncludePublicKey: Optional[Boolean]
-    DryRun: Optional[Boolean]
-    Filters: Optional[FilterList]
+    KeyNames: KeyNameStringList | None
+    KeyPairIds: KeyPairIdStringList | None
+    IncludePublicKey: Boolean | None
+    DryRun: Boolean | None
+    Filters: FilterList | None
 
 
 class KeyPairInfo(TypedDict, total=False):
-    KeyPairId: Optional[String]
-    KeyType: Optional[KeyType]
-    Tags: Optional[TagList]
-    PublicKey: Optional[String]
-    CreateTime: Optional[MillisecondDateTime]
-    KeyName: Optional[String]
-    KeyFingerprint: Optional[String]
+    KeyPairId: String | None
+    KeyType: KeyType | None
+    Tags: TagList | None
+    PublicKey: String | None
+    CreateTime: MillisecondDateTime | None
+    KeyName: String | None
+    KeyFingerprint: String | None
 
 
-KeyPairList = List[KeyPairInfo]
+KeyPairList = list[KeyPairInfo]
 
 
 class DescribeKeyPairsResult(TypedDict, total=False):
-    KeyPairs: Optional[KeyPairList]
+    KeyPairs: KeyPairList | None
 
 
 class DescribeLaunchTemplateVersionsRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    LaunchTemplateId: Optional[LaunchTemplateId]
-    LaunchTemplateName: Optional[LaunchTemplateName]
-    Versions: Optional[VersionStringList]
-    MinVersion: Optional[String]
-    MaxVersion: Optional[String]
-    NextToken: Optional[String]
-    MaxResults: Optional[Integer]
-    Filters: Optional[FilterList]
-    ResolveAlias: Optional[Boolean]
+    DryRun: Boolean | None
+    LaunchTemplateId: LaunchTemplateId | None
+    LaunchTemplateName: LaunchTemplateName | None
+    Versions: VersionStringList | None
+    MinVersion: String | None
+    MaxVersion: String | None
+    NextToken: String | None
+    MaxResults: Integer | None
+    Filters: FilterList | None
+    ResolveAlias: Boolean | None
 
 
-LaunchTemplateVersionSet = List[LaunchTemplateVersion]
+LaunchTemplateVersionSet = list[LaunchTemplateVersion]
 
 
 class DescribeLaunchTemplateVersionsResult(TypedDict, total=False):
-    LaunchTemplateVersions: Optional[LaunchTemplateVersionSet]
-    NextToken: Optional[String]
+    LaunchTemplateVersions: LaunchTemplateVersionSet | None
+    NextToken: String | None
 
 
-LaunchTemplateNameStringList = List[LaunchTemplateName]
-LaunchTemplateIdStringList = List[LaunchTemplateId]
+LaunchTemplateNameStringList = list[LaunchTemplateName]
+LaunchTemplateIdStringList = list[LaunchTemplateId]
 
 
 class DescribeLaunchTemplatesRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    LaunchTemplateIds: Optional[LaunchTemplateIdStringList]
-    LaunchTemplateNames: Optional[LaunchTemplateNameStringList]
-    Filters: Optional[FilterList]
-    NextToken: Optional[String]
-    MaxResults: Optional[DescribeLaunchTemplatesMaxResults]
+    DryRun: Boolean | None
+    LaunchTemplateIds: LaunchTemplateIdStringList | None
+    LaunchTemplateNames: LaunchTemplateNameStringList | None
+    Filters: FilterList | None
+    NextToken: String | None
+    MaxResults: DescribeLaunchTemplatesMaxResults | None
 
 
-LaunchTemplateSet = List[LaunchTemplate]
+LaunchTemplateSet = list[LaunchTemplate]
 
 
 class DescribeLaunchTemplatesResult(TypedDict, total=False):
-    LaunchTemplates: Optional[LaunchTemplateSet]
-    NextToken: Optional[String]
+    LaunchTemplates: LaunchTemplateSet | None
+    NextToken: String | None
 
 
-LocalGatewayRouteTableVirtualInterfaceGroupAssociationIdSet = List[
+LocalGatewayRouteTableVirtualInterfaceGroupAssociationIdSet = list[
     LocalGatewayRouteTableVirtualInterfaceGroupAssociationId
 ]
 
 
 class DescribeLocalGatewayRouteTableVirtualInterfaceGroupAssociationsRequest(ServiceRequest):
-    LocalGatewayRouteTableVirtualInterfaceGroupAssociationIds: Optional[
-        LocalGatewayRouteTableVirtualInterfaceGroupAssociationIdSet
-    ]
-    Filters: Optional[FilterList]
-    MaxResults: Optional[LocalGatewayMaxResults]
-    NextToken: Optional[String]
-    DryRun: Optional[Boolean]
+    LocalGatewayRouteTableVirtualInterfaceGroupAssociationIds: (
+        LocalGatewayRouteTableVirtualInterfaceGroupAssociationIdSet | None
+    )
+    Filters: FilterList | None
+    MaxResults: LocalGatewayMaxResults | None
+    NextToken: String | None
+    DryRun: Boolean | None
 
 
-LocalGatewayRouteTableVirtualInterfaceGroupAssociationSet = List[
+LocalGatewayRouteTableVirtualInterfaceGroupAssociationSet = list[
     LocalGatewayRouteTableVirtualInterfaceGroupAssociation
 ]
 
 
 class DescribeLocalGatewayRouteTableVirtualInterfaceGroupAssociationsResult(TypedDict, total=False):
-    LocalGatewayRouteTableVirtualInterfaceGroupAssociations: Optional[
-        LocalGatewayRouteTableVirtualInterfaceGroupAssociationSet
-    ]
-    NextToken: Optional[String]
+    LocalGatewayRouteTableVirtualInterfaceGroupAssociations: (
+        LocalGatewayRouteTableVirtualInterfaceGroupAssociationSet | None
+    )
+    NextToken: String | None
 
 
-LocalGatewayRouteTableVpcAssociationIdSet = List[LocalGatewayRouteTableVpcAssociationId]
+LocalGatewayRouteTableVpcAssociationIdSet = list[LocalGatewayRouteTableVpcAssociationId]
 
 
 class DescribeLocalGatewayRouteTableVpcAssociationsRequest(ServiceRequest):
-    LocalGatewayRouteTableVpcAssociationIds: Optional[LocalGatewayRouteTableVpcAssociationIdSet]
-    Filters: Optional[FilterList]
-    MaxResults: Optional[LocalGatewayMaxResults]
-    NextToken: Optional[String]
-    DryRun: Optional[Boolean]
+    LocalGatewayRouteTableVpcAssociationIds: LocalGatewayRouteTableVpcAssociationIdSet | None
+    Filters: FilterList | None
+    MaxResults: LocalGatewayMaxResults | None
+    NextToken: String | None
+    DryRun: Boolean | None
 
 
-LocalGatewayRouteTableVpcAssociationSet = List[LocalGatewayRouteTableVpcAssociation]
+LocalGatewayRouteTableVpcAssociationSet = list[LocalGatewayRouteTableVpcAssociation]
 
 
 class DescribeLocalGatewayRouteTableVpcAssociationsResult(TypedDict, total=False):
-    LocalGatewayRouteTableVpcAssociations: Optional[LocalGatewayRouteTableVpcAssociationSet]
-    NextToken: Optional[String]
+    LocalGatewayRouteTableVpcAssociations: LocalGatewayRouteTableVpcAssociationSet | None
+    NextToken: String | None
 
 
-LocalGatewayRouteTableIdSet = List[LocalGatewayRoutetableId]
+LocalGatewayRouteTableIdSet = list[LocalGatewayRoutetableId]
 
 
 class DescribeLocalGatewayRouteTablesRequest(ServiceRequest):
-    LocalGatewayRouteTableIds: Optional[LocalGatewayRouteTableIdSet]
-    Filters: Optional[FilterList]
-    MaxResults: Optional[LocalGatewayMaxResults]
-    NextToken: Optional[String]
-    DryRun: Optional[Boolean]
+    LocalGatewayRouteTableIds: LocalGatewayRouteTableIdSet | None
+    Filters: FilterList | None
+    MaxResults: LocalGatewayMaxResults | None
+    NextToken: String | None
+    DryRun: Boolean | None
 
 
-LocalGatewayRouteTableSet = List[LocalGatewayRouteTable]
+LocalGatewayRouteTableSet = list[LocalGatewayRouteTable]
 
 
 class DescribeLocalGatewayRouteTablesResult(TypedDict, total=False):
-    LocalGatewayRouteTables: Optional[LocalGatewayRouteTableSet]
-    NextToken: Optional[String]
+    LocalGatewayRouteTables: LocalGatewayRouteTableSet | None
+    NextToken: String | None
 
 
-LocalGatewayVirtualInterfaceGroupIdSet = List[LocalGatewayVirtualInterfaceGroupId]
+LocalGatewayVirtualInterfaceGroupIdSet = list[LocalGatewayVirtualInterfaceGroupId]
 
 
 class DescribeLocalGatewayVirtualInterfaceGroupsRequest(ServiceRequest):
-    LocalGatewayVirtualInterfaceGroupIds: Optional[LocalGatewayVirtualInterfaceGroupIdSet]
-    Filters: Optional[FilterList]
-    MaxResults: Optional[LocalGatewayMaxResults]
-    NextToken: Optional[String]
-    DryRun: Optional[Boolean]
+    LocalGatewayVirtualInterfaceGroupIds: LocalGatewayVirtualInterfaceGroupIdSet | None
+    Filters: FilterList | None
+    MaxResults: LocalGatewayMaxResults | None
+    NextToken: String | None
+    DryRun: Boolean | None
 
 
-LocalGatewayVirtualInterfaceGroupSet = List[LocalGatewayVirtualInterfaceGroup]
+LocalGatewayVirtualInterfaceGroupSet = list[LocalGatewayVirtualInterfaceGroup]
 
 
 class DescribeLocalGatewayVirtualInterfaceGroupsResult(TypedDict, total=False):
-    LocalGatewayVirtualInterfaceGroups: Optional[LocalGatewayVirtualInterfaceGroupSet]
-    NextToken: Optional[String]
+    LocalGatewayVirtualInterfaceGroups: LocalGatewayVirtualInterfaceGroupSet | None
+    NextToken: String | None
 
 
 class DescribeLocalGatewayVirtualInterfacesRequest(ServiceRequest):
-    LocalGatewayVirtualInterfaceIds: Optional[LocalGatewayVirtualInterfaceIdSet]
-    Filters: Optional[FilterList]
-    MaxResults: Optional[LocalGatewayMaxResults]
-    NextToken: Optional[String]
-    DryRun: Optional[Boolean]
+    LocalGatewayVirtualInterfaceIds: LocalGatewayVirtualInterfaceIdSet | None
+    Filters: FilterList | None
+    MaxResults: LocalGatewayMaxResults | None
+    NextToken: String | None
+    DryRun: Boolean | None
 
 
-LocalGatewayVirtualInterfaceSet = List[LocalGatewayVirtualInterface]
+LocalGatewayVirtualInterfaceSet = list[LocalGatewayVirtualInterface]
 
 
 class DescribeLocalGatewayVirtualInterfacesResult(TypedDict, total=False):
-    LocalGatewayVirtualInterfaces: Optional[LocalGatewayVirtualInterfaceSet]
-    NextToken: Optional[String]
+    LocalGatewayVirtualInterfaces: LocalGatewayVirtualInterfaceSet | None
+    NextToken: String | None
 
 
-LocalGatewayIdSet = List[LocalGatewayId]
+LocalGatewayIdSet = list[LocalGatewayId]
 
 
 class DescribeLocalGatewaysRequest(ServiceRequest):
-    LocalGatewayIds: Optional[LocalGatewayIdSet]
-    Filters: Optional[FilterList]
-    MaxResults: Optional[LocalGatewayMaxResults]
-    NextToken: Optional[String]
-    DryRun: Optional[Boolean]
+    LocalGatewayIds: LocalGatewayIdSet | None
+    Filters: FilterList | None
+    MaxResults: LocalGatewayMaxResults | None
+    NextToken: String | None
+    DryRun: Boolean | None
 
 
 class LocalGateway(TypedDict, total=False):
-    LocalGatewayId: Optional[LocalGatewayId]
-    OutpostArn: Optional[String]
-    OwnerId: Optional[String]
-    State: Optional[String]
-    Tags: Optional[TagList]
+    LocalGatewayId: LocalGatewayId | None
+    OutpostArn: String | None
+    OwnerId: String | None
+    State: String | None
+    Tags: TagList | None
 
 
-LocalGatewaySet = List[LocalGateway]
+LocalGatewaySet = list[LocalGateway]
 
 
 class DescribeLocalGatewaysResult(TypedDict, total=False):
-    LocalGateways: Optional[LocalGatewaySet]
-    NextToken: Optional[String]
+    LocalGateways: LocalGatewaySet | None
+    NextToken: String | None
 
 
-SnapshotIdStringList = List[SnapshotId]
+SnapshotIdStringList = list[SnapshotId]
 
 
 class DescribeLockedSnapshotsRequest(ServiceRequest):
-    Filters: Optional[FilterList]
-    MaxResults: Optional[DescribeLockedSnapshotsMaxResults]
-    NextToken: Optional[String]
-    SnapshotIds: Optional[SnapshotIdStringList]
-    DryRun: Optional[Boolean]
+    Filters: FilterList | None
+    MaxResults: DescribeLockedSnapshotsMaxResults | None
+    NextToken: String | None
+    SnapshotIds: SnapshotIdStringList | None
+    DryRun: Boolean | None
 
 
 class LockedSnapshotsInfo(TypedDict, total=False):
-    OwnerId: Optional[String]
-    SnapshotId: Optional[String]
-    LockState: Optional[LockState]
-    LockDuration: Optional[RetentionPeriodResponseDays]
-    CoolOffPeriod: Optional[CoolOffPeriodResponseHours]
-    CoolOffPeriodExpiresOn: Optional[MillisecondDateTime]
-    LockCreatedOn: Optional[MillisecondDateTime]
-    LockDurationStartTime: Optional[MillisecondDateTime]
-    LockExpiresOn: Optional[MillisecondDateTime]
+    OwnerId: String | None
+    SnapshotId: String | None
+    LockState: LockState | None
+    LockDuration: RetentionPeriodResponseDays | None
+    CoolOffPeriod: CoolOffPeriodResponseHours | None
+    CoolOffPeriodExpiresOn: MillisecondDateTime | None
+    LockCreatedOn: MillisecondDateTime | None
+    LockDurationStartTime: MillisecondDateTime | None
+    LockExpiresOn: MillisecondDateTime | None
 
 
-LockedSnapshotsInfoList = List[LockedSnapshotsInfo]
+LockedSnapshotsInfoList = list[LockedSnapshotsInfo]
 
 
 class DescribeLockedSnapshotsResult(TypedDict, total=False):
-    Snapshots: Optional[LockedSnapshotsInfoList]
-    NextToken: Optional[String]
+    Snapshots: LockedSnapshotsInfoList | None
+    NextToken: String | None
 
 
 class DescribeMacHostsRequest(ServiceRequest):
-    Filters: Optional[FilterList]
-    HostIds: Optional[RequestHostIdList]
-    MaxResults: Optional[DescribeMacHostsRequestMaxResults]
-    NextToken: Optional[String]
+    Filters: FilterList | None
+    HostIds: RequestHostIdList | None
+    MaxResults: DescribeMacHostsRequestMaxResults | None
+    NextToken: String | None
 
 
-MacOSVersionStringList = List[String]
+MacOSVersionStringList = list[String]
 
 
 class MacHost(TypedDict, total=False):
-    HostId: Optional[DedicatedHostId]
-    MacOSLatestSupportedVersions: Optional[MacOSVersionStringList]
+    HostId: DedicatedHostId | None
+    MacOSLatestSupportedVersions: MacOSVersionStringList | None
 
 
-MacHostList = List[MacHost]
+MacHostList = list[MacHost]
 
 
 class DescribeMacHostsResult(TypedDict, total=False):
-    MacHosts: Optional[MacHostList]
-    NextToken: Optional[String]
+    MacHosts: MacHostList | None
+    NextToken: String | None
 
 
-MacModificationTaskIdList = List[MacModificationTaskId]
+MacModificationTaskIdList = list[MacModificationTaskId]
 
 
 class DescribeMacModificationTasksRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    Filters: Optional[FilterList]
-    MacModificationTaskIds: Optional[MacModificationTaskIdList]
-    MaxResults: Optional[DescribeMacModificationTasksMaxResults]
-    NextToken: Optional[String]
+    DryRun: Boolean | None
+    Filters: FilterList | None
+    MacModificationTaskIds: MacModificationTaskIdList | None
+    MaxResults: DescribeMacModificationTasksMaxResults | None
+    NextToken: String | None
 
 
-MacModificationTaskList = List[MacModificationTask]
+MacModificationTaskList = list[MacModificationTask]
 
 
 class DescribeMacModificationTasksResult(TypedDict, total=False):
-    MacModificationTasks: Optional[MacModificationTaskList]
-    NextToken: Optional[String]
+    MacModificationTasks: MacModificationTaskList | None
+    NextToken: String | None
 
 
 class DescribeManagedPrefixListsRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    Filters: Optional[FilterList]
-    MaxResults: Optional[PrefixListMaxResults]
-    NextToken: Optional[NextToken]
-    PrefixListIds: Optional[ValueStringList]
+    DryRun: Boolean | None
+    Filters: FilterList | None
+    MaxResults: PrefixListMaxResults | None
+    NextToken: NextToken | None
+    PrefixListIds: ValueStringList | None
 
 
-ManagedPrefixListSet = List[ManagedPrefixList]
+ManagedPrefixListSet = list[ManagedPrefixList]
 
 
 class DescribeManagedPrefixListsResult(TypedDict, total=False):
-    NextToken: Optional[NextToken]
-    PrefixLists: Optional[ManagedPrefixListSet]
+    NextToken: NextToken | None
+    PrefixLists: ManagedPrefixListSet | None
 
 
 class DescribeMovingAddressesRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    PublicIps: Optional[ValueStringList]
-    NextToken: Optional[String]
-    Filters: Optional[FilterList]
-    MaxResults: Optional[DescribeMovingAddressesMaxResults]
+    DryRun: Boolean | None
+    PublicIps: ValueStringList | None
+    NextToken: String | None
+    Filters: FilterList | None
+    MaxResults: DescribeMovingAddressesMaxResults | None
 
 
 class MovingAddressStatus(TypedDict, total=False):
-    MoveStatus: Optional[MoveStatus]
-    PublicIp: Optional[String]
+    MoveStatus: MoveStatus | None
+    PublicIp: String | None
 
 
-MovingAddressStatusSet = List[MovingAddressStatus]
+MovingAddressStatusSet = list[MovingAddressStatus]
 
 
 class DescribeMovingAddressesResult(TypedDict, total=False):
-    MovingAddressStatuses: Optional[MovingAddressStatusSet]
-    NextToken: Optional[String]
+    MovingAddressStatuses: MovingAddressStatusSet | None
+    NextToken: String | None
 
 
-NatGatewayIdStringList = List[NatGatewayId]
+NatGatewayIdStringList = list[NatGatewayId]
 
 
 class DescribeNatGatewaysRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    Filter: Optional[FilterList]
-    MaxResults: Optional[DescribeNatGatewaysMaxResults]
-    NatGatewayIds: Optional[NatGatewayIdStringList]
-    NextToken: Optional[String]
+    DryRun: Boolean | None
+    Filter: FilterList | None
+    MaxResults: DescribeNatGatewaysMaxResults | None
+    NatGatewayIds: NatGatewayIdStringList | None
+    NextToken: String | None
 
 
-NatGatewayList = List[NatGateway]
+NatGatewayList = list[NatGateway]
 
 
 class DescribeNatGatewaysResult(TypedDict, total=False):
-    NatGateways: Optional[NatGatewayList]
-    NextToken: Optional[String]
+    NatGateways: NatGatewayList | None
+    NextToken: String | None
 
 
-NetworkAclIdStringList = List[NetworkAclId]
+NetworkAclIdStringList = list[NetworkAclId]
 
 
 class DescribeNetworkAclsRequest(ServiceRequest):
-    NextToken: Optional[String]
-    MaxResults: Optional[DescribeNetworkAclsMaxResults]
-    DryRun: Optional[Boolean]
-    NetworkAclIds: Optional[NetworkAclIdStringList]
-    Filters: Optional[FilterList]
+    NextToken: String | None
+    MaxResults: DescribeNetworkAclsMaxResults | None
+    DryRun: Boolean | None
+    NetworkAclIds: NetworkAclIdStringList | None
+    Filters: FilterList | None
 
 
-NetworkAclList = List[NetworkAcl]
+NetworkAclList = list[NetworkAcl]
 
 
 class DescribeNetworkAclsResult(TypedDict, total=False):
-    NetworkAcls: Optional[NetworkAclList]
-    NextToken: Optional[String]
+    NetworkAcls: NetworkAclList | None
+    NextToken: String | None
 
 
-NetworkInsightsAccessScopeAnalysisIdList = List[NetworkInsightsAccessScopeAnalysisId]
+NetworkInsightsAccessScopeAnalysisIdList = list[NetworkInsightsAccessScopeAnalysisId]
 
 
 class DescribeNetworkInsightsAccessScopeAnalysesRequest(ServiceRequest):
-    NetworkInsightsAccessScopeAnalysisIds: Optional[NetworkInsightsAccessScopeAnalysisIdList]
-    NetworkInsightsAccessScopeId: Optional[NetworkInsightsAccessScopeId]
-    AnalysisStartTimeBegin: Optional[MillisecondDateTime]
-    AnalysisStartTimeEnd: Optional[MillisecondDateTime]
-    Filters: Optional[FilterList]
-    MaxResults: Optional[NetworkInsightsMaxResults]
-    DryRun: Optional[Boolean]
-    NextToken: Optional[NextToken]
+    NetworkInsightsAccessScopeAnalysisIds: NetworkInsightsAccessScopeAnalysisIdList | None
+    NetworkInsightsAccessScopeId: NetworkInsightsAccessScopeId | None
+    AnalysisStartTimeBegin: MillisecondDateTime | None
+    AnalysisStartTimeEnd: MillisecondDateTime | None
+    Filters: FilterList | None
+    MaxResults: NetworkInsightsMaxResults | None
+    DryRun: Boolean | None
+    NextToken: NextToken | None
 
 
 class NetworkInsightsAccessScopeAnalysis(TypedDict, total=False):
-    NetworkInsightsAccessScopeAnalysisId: Optional[NetworkInsightsAccessScopeAnalysisId]
-    NetworkInsightsAccessScopeAnalysisArn: Optional[ResourceArn]
-    NetworkInsightsAccessScopeId: Optional[NetworkInsightsAccessScopeId]
-    Status: Optional[AnalysisStatus]
-    StatusMessage: Optional[String]
-    WarningMessage: Optional[String]
-    StartDate: Optional[MillisecondDateTime]
-    EndDate: Optional[MillisecondDateTime]
-    FindingsFound: Optional[FindingsFound]
-    AnalyzedEniCount: Optional[Integer]
-    Tags: Optional[TagList]
+    NetworkInsightsAccessScopeAnalysisId: NetworkInsightsAccessScopeAnalysisId | None
+    NetworkInsightsAccessScopeAnalysisArn: ResourceArn | None
+    NetworkInsightsAccessScopeId: NetworkInsightsAccessScopeId | None
+    Status: AnalysisStatus | None
+    StatusMessage: String | None
+    WarningMessage: String | None
+    StartDate: MillisecondDateTime | None
+    EndDate: MillisecondDateTime | None
+    FindingsFound: FindingsFound | None
+    AnalyzedEniCount: Integer | None
+    Tags: TagList | None
 
 
-NetworkInsightsAccessScopeAnalysisList = List[NetworkInsightsAccessScopeAnalysis]
+NetworkInsightsAccessScopeAnalysisList = list[NetworkInsightsAccessScopeAnalysis]
 
 
 class DescribeNetworkInsightsAccessScopeAnalysesResult(TypedDict, total=False):
-    NetworkInsightsAccessScopeAnalyses: Optional[NetworkInsightsAccessScopeAnalysisList]
-    NextToken: Optional[String]
+    NetworkInsightsAccessScopeAnalyses: NetworkInsightsAccessScopeAnalysisList | None
+    NextToken: String | None
 
 
-NetworkInsightsAccessScopeIdList = List[NetworkInsightsAccessScopeId]
+NetworkInsightsAccessScopeIdList = list[NetworkInsightsAccessScopeId]
 
 
 class DescribeNetworkInsightsAccessScopesRequest(ServiceRequest):
-    NetworkInsightsAccessScopeIds: Optional[NetworkInsightsAccessScopeIdList]
-    Filters: Optional[FilterList]
-    MaxResults: Optional[NetworkInsightsMaxResults]
-    DryRun: Optional[Boolean]
-    NextToken: Optional[NextToken]
+    NetworkInsightsAccessScopeIds: NetworkInsightsAccessScopeIdList | None
+    Filters: FilterList | None
+    MaxResults: NetworkInsightsMaxResults | None
+    DryRun: Boolean | None
+    NextToken: NextToken | None
 
 
-NetworkInsightsAccessScopeList = List[NetworkInsightsAccessScope]
+NetworkInsightsAccessScopeList = list[NetworkInsightsAccessScope]
 
 
 class DescribeNetworkInsightsAccessScopesResult(TypedDict, total=False):
-    NetworkInsightsAccessScopes: Optional[NetworkInsightsAccessScopeList]
-    NextToken: Optional[String]
+    NetworkInsightsAccessScopes: NetworkInsightsAccessScopeList | None
+    NextToken: String | None
 
 
-NetworkInsightsAnalysisIdList = List[NetworkInsightsAnalysisId]
+NetworkInsightsAnalysisIdList = list[NetworkInsightsAnalysisId]
 
 
 class DescribeNetworkInsightsAnalysesRequest(ServiceRequest):
-    NetworkInsightsAnalysisIds: Optional[NetworkInsightsAnalysisIdList]
-    NetworkInsightsPathId: Optional[NetworkInsightsPathId]
-    AnalysisStartTime: Optional[MillisecondDateTime]
-    AnalysisEndTime: Optional[MillisecondDateTime]
-    Filters: Optional[FilterList]
-    MaxResults: Optional[NetworkInsightsMaxResults]
-    DryRun: Optional[Boolean]
-    NextToken: Optional[NextToken]
+    NetworkInsightsAnalysisIds: NetworkInsightsAnalysisIdList | None
+    NetworkInsightsPathId: NetworkInsightsPathId | None
+    AnalysisStartTime: MillisecondDateTime | None
+    AnalysisEndTime: MillisecondDateTime | None
+    Filters: FilterList | None
+    MaxResults: NetworkInsightsMaxResults | None
+    DryRun: Boolean | None
+    NextToken: NextToken | None
 
 
 class NetworkInsightsAnalysis(TypedDict, total=False):
-    NetworkInsightsAnalysisId: Optional[NetworkInsightsAnalysisId]
-    NetworkInsightsAnalysisArn: Optional[ResourceArn]
-    NetworkInsightsPathId: Optional[NetworkInsightsPathId]
-    AdditionalAccounts: Optional[ValueStringList]
-    FilterInArns: Optional[ArnList]
-    FilterOutArns: Optional[ArnList]
-    StartDate: Optional[MillisecondDateTime]
-    Status: Optional[AnalysisStatus]
-    StatusMessage: Optional[String]
-    WarningMessage: Optional[String]
-    NetworkPathFound: Optional[Boolean]
-    ForwardPathComponents: Optional[PathComponentList]
-    ReturnPathComponents: Optional[PathComponentList]
-    Explanations: Optional[ExplanationList]
-    AlternatePathHints: Optional[AlternatePathHintList]
-    SuggestedAccounts: Optional[ValueStringList]
-    Tags: Optional[TagList]
-
-
-NetworkInsightsAnalysisList = List[NetworkInsightsAnalysis]
+    NetworkInsightsAnalysisId: NetworkInsightsAnalysisId | None
+    NetworkInsightsAnalysisArn: ResourceArn | None
+    NetworkInsightsPathId: NetworkInsightsPathId | None
+    AdditionalAccounts: ValueStringList | None
+    FilterInArns: ArnList | None
+    FilterOutArns: ArnList | None
+    StartDate: MillisecondDateTime | None
+    Status: AnalysisStatus | None
+    StatusMessage: String | None
+    WarningMessage: String | None
+    NetworkPathFound: Boolean | None
+    ForwardPathComponents: PathComponentList | None
+    ReturnPathComponents: PathComponentList | None
+    Explanations: ExplanationList | None
+    AlternatePathHints: AlternatePathHintList | None
+    SuggestedAccounts: ValueStringList | None
+    Tags: TagList | None
+
+
+NetworkInsightsAnalysisList = list[NetworkInsightsAnalysis]
 
 
 class DescribeNetworkInsightsAnalysesResult(TypedDict, total=False):
-    NetworkInsightsAnalyses: Optional[NetworkInsightsAnalysisList]
-    NextToken: Optional[String]
+    NetworkInsightsAnalyses: NetworkInsightsAnalysisList | None
+    NextToken: String | None
 
 
-NetworkInsightsPathIdList = List[NetworkInsightsPathId]
+NetworkInsightsPathIdList = list[NetworkInsightsPathId]
 
 
 class DescribeNetworkInsightsPathsRequest(ServiceRequest):
-    NetworkInsightsPathIds: Optional[NetworkInsightsPathIdList]
-    Filters: Optional[FilterList]
-    MaxResults: Optional[NetworkInsightsMaxResults]
-    DryRun: Optional[Boolean]
-    NextToken: Optional[NextToken]
+    NetworkInsightsPathIds: NetworkInsightsPathIdList | None
+    Filters: FilterList | None
+    MaxResults: NetworkInsightsMaxResults | None
+    DryRun: Boolean | None
+    NextToken: NextToken | None
 
 
-NetworkInsightsPathList = List[NetworkInsightsPath]
+NetworkInsightsPathList = list[NetworkInsightsPath]
 
 
 class DescribeNetworkInsightsPathsResult(TypedDict, total=False):
-    NetworkInsightsPaths: Optional[NetworkInsightsPathList]
-    NextToken: Optional[String]
+    NetworkInsightsPaths: NetworkInsightsPathList | None
+    NextToken: String | None
 
 
 class DescribeNetworkInterfaceAttributeRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     NetworkInterfaceId: NetworkInterfaceId
-    Attribute: Optional[NetworkInterfaceAttribute]
+    Attribute: NetworkInterfaceAttribute | None
 
 
 class DescribeNetworkInterfaceAttributeResult(TypedDict, total=False):
-    Attachment: Optional[NetworkInterfaceAttachment]
-    Description: Optional[AttributeValue]
-    Groups: Optional[GroupIdentifierList]
-    NetworkInterfaceId: Optional[String]
-    SourceDestCheck: Optional[AttributeBooleanValue]
-    AssociatePublicIpAddress: Optional[Boolean]
+    Attachment: NetworkInterfaceAttachment | None
+    Description: AttributeValue | None
+    Groups: GroupIdentifierList | None
+    NetworkInterfaceId: String | None
+    SourceDestCheck: AttributeBooleanValue | None
+    AssociatePublicIpAddress: Boolean | None
 
 
-NetworkInterfacePermissionIdList = List[NetworkInterfacePermissionId]
+NetworkInterfacePermissionIdList = list[NetworkInterfacePermissionId]
 
 
 class DescribeNetworkInterfacePermissionsRequest(ServiceRequest):
-    NetworkInterfacePermissionIds: Optional[NetworkInterfacePermissionIdList]
-    Filters: Optional[FilterList]
-    NextToken: Optional[String]
-    MaxResults: Optional[DescribeNetworkInterfacePermissionsMaxResults]
+    NetworkInterfacePermissionIds: NetworkInterfacePermissionIdList | None
+    Filters: FilterList | None
+    NextToken: String | None
+    MaxResults: DescribeNetworkInterfacePermissionsMaxResults | None
 
 
-NetworkInterfacePermissionList = List[NetworkInterfacePermission]
+NetworkInterfacePermissionList = list[NetworkInterfacePermission]
 
 
 class DescribeNetworkInterfacePermissionsResult(TypedDict, total=False):
-    NetworkInterfacePermissions: Optional[NetworkInterfacePermissionList]
-    NextToken: Optional[String]
+    NetworkInterfacePermissions: NetworkInterfacePermissionList | None
+    NextToken: String | None
 
 
-NetworkInterfaceIdList = List[NetworkInterfaceId]
+NetworkInterfaceIdList = list[NetworkInterfaceId]
 
 
 class DescribeNetworkInterfacesRequest(ServiceRequest):
-    NextToken: Optional[String]
-    MaxResults: Optional[DescribeNetworkInterfacesMaxResults]
-    DryRun: Optional[Boolean]
-    NetworkInterfaceIds: Optional[NetworkInterfaceIdList]
-    Filters: Optional[FilterList]
+    NextToken: String | None
+    MaxResults: DescribeNetworkInterfacesMaxResults | None
+    DryRun: Boolean | None
+    NetworkInterfaceIds: NetworkInterfaceIdList | None
+    Filters: FilterList | None
 
 
-NetworkInterfaceList = List[NetworkInterface]
+NetworkInterfaceList = list[NetworkInterface]
 
 
 class DescribeNetworkInterfacesResult(TypedDict, total=False):
-    NetworkInterfaces: Optional[NetworkInterfaceList]
-    NextToken: Optional[String]
+    NetworkInterfaces: NetworkInterfaceList | None
+    NextToken: String | None
 
 
-OutpostLagIdSet = List[OutpostLagId]
+OutpostLagIdSet = list[OutpostLagId]
 
 
 class DescribeOutpostLagsRequest(ServiceRequest):
-    OutpostLagIds: Optional[OutpostLagIdSet]
-    Filters: Optional[FilterList]
-    MaxResults: Optional[OutpostLagMaxResults]
-    NextToken: Optional[String]
-    DryRun: Optional[Boolean]
+    OutpostLagIds: OutpostLagIdSet | None
+    Filters: FilterList | None
+    MaxResults: OutpostLagMaxResults | None
+    NextToken: String | None
+    DryRun: Boolean | None
 
 
-ServiceLinkVirtualInterfaceIdSet = List[ServiceLinkVirtualInterfaceId]
+ServiceLinkVirtualInterfaceIdSet = list[ServiceLinkVirtualInterfaceId]
 
 
 class OutpostLag(TypedDict, total=False):
-    OutpostArn: Optional[String]
-    OwnerId: Optional[String]
-    State: Optional[String]
-    OutpostLagId: Optional[OutpostLagId]
-    LocalGatewayVirtualInterfaceIds: Optional[LocalGatewayVirtualInterfaceIdSet]
-    ServiceLinkVirtualInterfaceIds: Optional[ServiceLinkVirtualInterfaceIdSet]
-    Tags: Optional[TagList]
+    OutpostArn: String | None
+    OwnerId: String | None
+    State: String | None
+    OutpostLagId: OutpostLagId | None
+    LocalGatewayVirtualInterfaceIds: LocalGatewayVirtualInterfaceIdSet | None
+    ServiceLinkVirtualInterfaceIds: ServiceLinkVirtualInterfaceIdSet | None
+    Tags: TagList | None
 
 
-OutpostLagSet = List[OutpostLag]
+OutpostLagSet = list[OutpostLag]
 
 
 class DescribeOutpostLagsResult(TypedDict, total=False):
-    OutpostLags: Optional[OutpostLagSet]
-    NextToken: Optional[String]
+    OutpostLags: OutpostLagSet | None
+    NextToken: String | None
 
 
-PlacementGroupStringList = List[PlacementGroupName]
-PlacementGroupIdStringList = List[PlacementGroupId]
+PlacementGroupStringList = list[PlacementGroupName]
+PlacementGroupIdStringList = list[PlacementGroupId]
 
 
 class DescribePlacementGroupsRequest(ServiceRequest):
-    GroupIds: Optional[PlacementGroupIdStringList]
-    DryRun: Optional[Boolean]
-    GroupNames: Optional[PlacementGroupStringList]
-    Filters: Optional[FilterList]
+    GroupIds: PlacementGroupIdStringList | None
+    DryRun: Boolean | None
+    GroupNames: PlacementGroupStringList | None
+    Filters: FilterList | None
 
 
-PlacementGroupList = List[PlacementGroup]
+PlacementGroupList = list[PlacementGroup]
 
 
 class DescribePlacementGroupsResult(TypedDict, total=False):
-    PlacementGroups: Optional[PlacementGroupList]
+    PlacementGroups: PlacementGroupList | None
 
 
-PrefixListResourceIdStringList = List[PrefixListResourceId]
+PrefixListResourceIdStringList = list[PrefixListResourceId]
 
 
 class DescribePrefixListsRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    Filters: Optional[FilterList]
-    MaxResults: Optional[Integer]
-    NextToken: Optional[String]
-    PrefixListIds: Optional[PrefixListResourceIdStringList]
+    DryRun: Boolean | None
+    Filters: FilterList | None
+    MaxResults: Integer | None
+    NextToken: String | None
+    PrefixListIds: PrefixListResourceIdStringList | None
 
 
 class PrefixList(TypedDict, total=False):
-    Cidrs: Optional[ValueStringList]
-    PrefixListId: Optional[String]
-    PrefixListName: Optional[String]
+    Cidrs: ValueStringList | None
+    PrefixListId: String | None
+    PrefixListName: String | None
 
 
-PrefixListSet = List[PrefixList]
+PrefixListSet = list[PrefixList]
 
 
 class DescribePrefixListsResult(TypedDict, total=False):
-    NextToken: Optional[String]
-    PrefixLists: Optional[PrefixListSet]
+    NextToken: String | None
+    PrefixLists: PrefixListSet | None
 
 
-ResourceList = List[String]
+ResourceList = list[String]
 
 
 class DescribePrincipalIdFormatRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    Resources: Optional[ResourceList]
-    MaxResults: Optional[DescribePrincipalIdFormatMaxResults]
-    NextToken: Optional[String]
+    DryRun: Boolean | None
+    Resources: ResourceList | None
+    MaxResults: DescribePrincipalIdFormatMaxResults | None
+    NextToken: String | None
 
 
 class PrincipalIdFormat(TypedDict, total=False):
-    Arn: Optional[String]
-    Statuses: Optional[IdFormatList]
+    Arn: String | None
+    Statuses: IdFormatList | None
 
 
-PrincipalIdFormatList = List[PrincipalIdFormat]
+PrincipalIdFormatList = list[PrincipalIdFormat]
 
 
 class DescribePrincipalIdFormatResult(TypedDict, total=False):
-    Principals: Optional[PrincipalIdFormatList]
-    NextToken: Optional[String]
+    Principals: PrincipalIdFormatList | None
+    NextToken: String | None
 
 
-PublicIpv4PoolIdStringList = List[Ipv4PoolEc2Id]
+PublicIpv4PoolIdStringList = list[Ipv4PoolEc2Id]
 
 
 class DescribePublicIpv4PoolsRequest(ServiceRequest):
-    PoolIds: Optional[PublicIpv4PoolIdStringList]
-    NextToken: Optional[NextToken]
-    MaxResults: Optional[PoolMaxResults]
-    Filters: Optional[FilterList]
+    PoolIds: PublicIpv4PoolIdStringList | None
+    NextToken: NextToken | None
+    MaxResults: PoolMaxResults | None
+    Filters: FilterList | None
 
 
 class PublicIpv4PoolRange(TypedDict, total=False):
-    FirstAddress: Optional[String]
-    LastAddress: Optional[String]
-    AddressCount: Optional[Integer]
-    AvailableAddressCount: Optional[Integer]
+    FirstAddress: String | None
+    LastAddress: String | None
+    AddressCount: Integer | None
+    AvailableAddressCount: Integer | None
 
 
-PublicIpv4PoolRangeSet = List[PublicIpv4PoolRange]
+PublicIpv4PoolRangeSet = list[PublicIpv4PoolRange]
 
 
 class PublicIpv4Pool(TypedDict, total=False):
-    PoolId: Optional[String]
-    Description: Optional[String]
-    PoolAddressRanges: Optional[PublicIpv4PoolRangeSet]
-    TotalAddressCount: Optional[Integer]
-    TotalAvailableAddressCount: Optional[Integer]
-    NetworkBorderGroup: Optional[String]
-    Tags: Optional[TagList]
+    PoolId: String | None
+    Description: String | None
+    PoolAddressRanges: PublicIpv4PoolRangeSet | None
+    TotalAddressCount: Integer | None
+    TotalAvailableAddressCount: Integer | None
+    NetworkBorderGroup: String | None
+    Tags: TagList | None
 
 
-PublicIpv4PoolSet = List[PublicIpv4Pool]
+PublicIpv4PoolSet = list[PublicIpv4Pool]
 
 
 class DescribePublicIpv4PoolsResult(TypedDict, total=False):
-    PublicIpv4Pools: Optional[PublicIpv4PoolSet]
-    NextToken: Optional[String]
+    PublicIpv4Pools: PublicIpv4PoolSet | None
+    NextToken: String | None
 
 
-RegionNameStringList = List[String]
+RegionNameStringList = list[String]
 
 
 class DescribeRegionsRequest(ServiceRequest):
-    RegionNames: Optional[RegionNameStringList]
-    AllRegions: Optional[Boolean]
-    DryRun: Optional[Boolean]
-    Filters: Optional[FilterList]
+    RegionNames: RegionNameStringList | None
+    AllRegions: Boolean | None
+    DryRun: Boolean | None
+    Filters: FilterList | None
 
 
 class Region(TypedDict, total=False):
-    OptInStatus: Optional[String]
-    RegionName: Optional[String]
-    Endpoint: Optional[String]
+    OptInStatus: String | None
+    RegionName: String | None
+    Endpoint: String | None
 
 
-RegionList = List[Region]
+RegionList = list[Region]
 
 
 class DescribeRegionsResult(TypedDict, total=False):
-    Regions: Optional[RegionList]
+    Regions: RegionList | None
 
 
-ReplaceRootVolumeTaskIds = List[ReplaceRootVolumeTaskId]
+ReplaceRootVolumeTaskIds = list[ReplaceRootVolumeTaskId]
 
 
 class DescribeReplaceRootVolumeTasksRequest(ServiceRequest):
-    ReplaceRootVolumeTaskIds: Optional[ReplaceRootVolumeTaskIds]
-    Filters: Optional[FilterList]
-    MaxResults: Optional[DescribeReplaceRootVolumeTasksMaxResults]
-    NextToken: Optional[NextToken]
-    DryRun: Optional[Boolean]
+    ReplaceRootVolumeTaskIds: ReplaceRootVolumeTaskIds | None
+    Filters: FilterList | None
+    MaxResults: DescribeReplaceRootVolumeTasksMaxResults | None
+    NextToken: NextToken | None
+    DryRun: Boolean | None
 
 
-ReplaceRootVolumeTasks = List[ReplaceRootVolumeTask]
+ReplaceRootVolumeTasks = list[ReplaceRootVolumeTask]
 
 
 class DescribeReplaceRootVolumeTasksResult(TypedDict, total=False):
-    ReplaceRootVolumeTasks: Optional[ReplaceRootVolumeTasks]
-    NextToken: Optional[String]
+    ReplaceRootVolumeTasks: ReplaceRootVolumeTasks | None
+    NextToken: String | None
 
 
 class DescribeReservedInstancesListingsRequest(ServiceRequest):
-    ReservedInstancesId: Optional[ReservationId]
-    ReservedInstancesListingId: Optional[ReservedInstancesListingId]
-    Filters: Optional[FilterList]
+    ReservedInstancesId: ReservationId | None
+    ReservedInstancesListingId: ReservedInstancesListingId | None
+    Filters: FilterList | None
 
 
 class DescribeReservedInstancesListingsResult(TypedDict, total=False):
-    ReservedInstancesListings: Optional[ReservedInstancesListingList]
+    ReservedInstancesListings: ReservedInstancesListingList | None
 
 
-ReservedInstancesModificationIdStringList = List[ReservedInstancesModificationId]
+ReservedInstancesModificationIdStringList = list[ReservedInstancesModificationId]
 
 
 class DescribeReservedInstancesModificationsRequest(ServiceRequest):
-    ReservedInstancesModificationIds: Optional[ReservedInstancesModificationIdStringList]
-    NextToken: Optional[String]
-    Filters: Optional[FilterList]
+    ReservedInstancesModificationIds: ReservedInstancesModificationIdStringList | None
+    NextToken: String | None
+    Filters: FilterList | None
 
 
 class ReservedInstancesId(TypedDict, total=False):
-    ReservedInstancesId: Optional[String]
+    ReservedInstancesId: String | None
 
 
-ReservedIntancesIds = List[ReservedInstancesId]
+ReservedIntancesIds = list[ReservedInstancesId]
 
 
 class ReservedInstancesConfiguration(TypedDict, total=False):
-    AvailabilityZone: Optional[String]
-    InstanceCount: Optional[Integer]
-    InstanceType: Optional[InstanceType]
-    Platform: Optional[String]
-    Scope: Optional[scope]
-    AvailabilityZoneId: Optional[String]
+    AvailabilityZone: String | None
+    InstanceCount: Integer | None
+    InstanceType: InstanceType | None
+    Platform: String | None
+    Scope: scope | None
+    AvailabilityZoneId: String | None
 
 
 class ReservedInstancesModificationResult(TypedDict, total=False):
-    ReservedInstancesId: Optional[String]
-    TargetConfiguration: Optional[ReservedInstancesConfiguration]
+    ReservedInstancesId: String | None
+    TargetConfiguration: ReservedInstancesConfiguration | None
 
 
-ReservedInstancesModificationResultList = List[ReservedInstancesModificationResult]
+ReservedInstancesModificationResultList = list[ReservedInstancesModificationResult]
 
 
 class ReservedInstancesModification(TypedDict, total=False):
-    ClientToken: Optional[String]
-    CreateDate: Optional[DateTime]
-    EffectiveDate: Optional[DateTime]
-    ModificationResults: Optional[ReservedInstancesModificationResultList]
-    ReservedInstancesIds: Optional[ReservedIntancesIds]
-    ReservedInstancesModificationId: Optional[String]
-    Status: Optional[String]
-    StatusMessage: Optional[String]
-    UpdateDate: Optional[DateTime]
+    ClientToken: String | None
+    CreateDate: DateTime | None
+    EffectiveDate: DateTime | None
+    ModificationResults: ReservedInstancesModificationResultList | None
+    ReservedInstancesIds: ReservedIntancesIds | None
+    ReservedInstancesModificationId: String | None
+    Status: String | None
+    StatusMessage: String | None
+    UpdateDate: DateTime | None
 
 
-ReservedInstancesModificationList = List[ReservedInstancesModification]
+ReservedInstancesModificationList = list[ReservedInstancesModification]
 
 
 class DescribeReservedInstancesModificationsResult(TypedDict, total=False):
-    NextToken: Optional[String]
-    ReservedInstancesModifications: Optional[ReservedInstancesModificationList]
+    NextToken: String | None
+    ReservedInstancesModifications: ReservedInstancesModificationList | None
 
 
-ReservedInstancesOfferingIdStringList = List[ReservedInstancesOfferingId]
+ReservedInstancesOfferingIdStringList = list[ReservedInstancesOfferingId]
 
 
 class DescribeReservedInstancesOfferingsRequest(ServiceRequest):
-    AvailabilityZone: Optional[String]
-    IncludeMarketplace: Optional[Boolean]
-    InstanceType: Optional[InstanceType]
-    MaxDuration: Optional[Long]
-    MaxInstanceCount: Optional[Integer]
-    MinDuration: Optional[Long]
-    OfferingClass: Optional[OfferingClassType]
-    ProductDescription: Optional[RIProductDescription]
-    ReservedInstancesOfferingIds: Optional[ReservedInstancesOfferingIdStringList]
-    AvailabilityZoneId: Optional[AvailabilityZoneId]
-    DryRun: Optional[Boolean]
-    Filters: Optional[FilterList]
-    InstanceTenancy: Optional[Tenancy]
-    OfferingType: Optional[OfferingTypeValues]
-    NextToken: Optional[String]
-    MaxResults: Optional[Integer]
+    AvailabilityZone: String | None
+    IncludeMarketplace: Boolean | None
+    InstanceType: InstanceType | None
+    MaxDuration: Long | None
+    MaxInstanceCount: Integer | None
+    MinDuration: Long | None
+    OfferingClass: OfferingClassType | None
+    ProductDescription: RIProductDescription | None
+    ReservedInstancesOfferingIds: ReservedInstancesOfferingIdStringList | None
+    AvailabilityZoneId: AvailabilityZoneId | None
+    DryRun: Boolean | None
+    Filters: FilterList | None
+    InstanceTenancy: Tenancy | None
+    OfferingType: OfferingTypeValues | None
+    NextToken: String | None
+    MaxResults: Integer | None
 
 
 class RecurringCharge(TypedDict, total=False):
-    Amount: Optional[Double]
-    Frequency: Optional[RecurringChargeFrequency]
+    Amount: Double | None
+    Frequency: RecurringChargeFrequency | None
 
 
-RecurringChargesList = List[RecurringCharge]
+RecurringChargesList = list[RecurringCharge]
 
 
 class PricingDetail(TypedDict, total=False):
-    Count: Optional[Integer]
-    Price: Optional[Double]
+    Count: Integer | None
+    Price: Double | None
 
 
-PricingDetailsList = List[PricingDetail]
+PricingDetailsList = list[PricingDetail]
 
 
 class ReservedInstancesOffering(TypedDict, total=False):
-    CurrencyCode: Optional[CurrencyCodeValues]
-    InstanceTenancy: Optional[Tenancy]
-    Marketplace: Optional[Boolean]
-    OfferingClass: Optional[OfferingClassType]
-    OfferingType: Optional[OfferingTypeValues]
-    PricingDetails: Optional[PricingDetailsList]
-    RecurringCharges: Optional[RecurringChargesList]
-    Scope: Optional[scope]
-    AvailabilityZoneId: Optional[AvailabilityZoneId]
-    ReservedInstancesOfferingId: Optional[String]
-    InstanceType: Optional[InstanceType]
-    AvailabilityZone: Optional[String]
-    Duration: Optional[Long]
-    UsagePrice: Optional[Float]
-    FixedPrice: Optional[Float]
-    ProductDescription: Optional[RIProductDescription]
-
-
-ReservedInstancesOfferingList = List[ReservedInstancesOffering]
+    CurrencyCode: CurrencyCodeValues | None
+    InstanceTenancy: Tenancy | None
+    Marketplace: Boolean | None
+    OfferingClass: OfferingClassType | None
+    OfferingType: OfferingTypeValues | None
+    PricingDetails: PricingDetailsList | None
+    RecurringCharges: RecurringChargesList | None
+    Scope: scope | None
+    AvailabilityZoneId: AvailabilityZoneId | None
+    ReservedInstancesOfferingId: String | None
+    InstanceType: InstanceType | None
+    AvailabilityZone: String | None
+    Duration: Long | None
+    UsagePrice: Float | None
+    FixedPrice: Float | None
+    ProductDescription: RIProductDescription | None
+
+
+ReservedInstancesOfferingList = list[ReservedInstancesOffering]
 
 
 class DescribeReservedInstancesOfferingsResult(TypedDict, total=False):
-    NextToken: Optional[String]
-    ReservedInstancesOfferings: Optional[ReservedInstancesOfferingList]
+    NextToken: String | None
+    ReservedInstancesOfferings: ReservedInstancesOfferingList | None
 
 
-ReservedInstancesIdStringList = List[ReservationId]
+ReservedInstancesIdStringList = list[ReservationId]
 
 
 class DescribeReservedInstancesRequest(ServiceRequest):
-    OfferingClass: Optional[OfferingClassType]
-    ReservedInstancesIds: Optional[ReservedInstancesIdStringList]
-    DryRun: Optional[Boolean]
-    Filters: Optional[FilterList]
-    OfferingType: Optional[OfferingTypeValues]
+    OfferingClass: OfferingClassType | None
+    ReservedInstancesIds: ReservedInstancesIdStringList | None
+    DryRun: Boolean | None
+    Filters: FilterList | None
+    OfferingType: OfferingTypeValues | None
 
 
 class ReservedInstances(TypedDict, total=False):
-    CurrencyCode: Optional[CurrencyCodeValues]
-    InstanceTenancy: Optional[Tenancy]
-    OfferingClass: Optional[OfferingClassType]
-    OfferingType: Optional[OfferingTypeValues]
-    RecurringCharges: Optional[RecurringChargesList]
-    Scope: Optional[scope]
-    Tags: Optional[TagList]
-    AvailabilityZoneId: Optional[String]
-    ReservedInstancesId: Optional[String]
-    InstanceType: Optional[InstanceType]
-    AvailabilityZone: Optional[String]
-    Start: Optional[DateTime]
-    End: Optional[DateTime]
-    Duration: Optional[Long]
-    UsagePrice: Optional[Float]
-    FixedPrice: Optional[Float]
-    InstanceCount: Optional[Integer]
-    ProductDescription: Optional[RIProductDescription]
-    State: Optional[ReservedInstanceState]
-
-
-ReservedInstancesList = List[ReservedInstances]
+    CurrencyCode: CurrencyCodeValues | None
+    InstanceTenancy: Tenancy | None
+    OfferingClass: OfferingClassType | None
+    OfferingType: OfferingTypeValues | None
+    RecurringCharges: RecurringChargesList | None
+    Scope: scope | None
+    Tags: TagList | None
+    AvailabilityZoneId: String | None
+    ReservedInstancesId: String | None
+    InstanceType: InstanceType | None
+    AvailabilityZone: String | None
+    Start: DateTime | None
+    End: DateTime | None
+    Duration: Long | None
+    UsagePrice: Float | None
+    FixedPrice: Float | None
+    InstanceCount: Integer | None
+    ProductDescription: RIProductDescription | None
+    State: ReservedInstanceState | None
+
+
+ReservedInstancesList = list[ReservedInstances]
 
 
 class DescribeReservedInstancesResult(TypedDict, total=False):
-    ReservedInstances: Optional[ReservedInstancesList]
+    ReservedInstances: ReservedInstancesList | None
 
 
-RouteServerEndpointIdsList = List[RouteServerEndpointId]
+RouteServerEndpointIdsList = list[RouteServerEndpointId]
 
 
 class DescribeRouteServerEndpointsRequest(ServiceRequest):
-    RouteServerEndpointIds: Optional[RouteServerEndpointIdsList]
-    NextToken: Optional[String]
-    MaxResults: Optional[RouteServerMaxResults]
-    Filters: Optional[FilterList]
-    DryRun: Optional[Boolean]
+    RouteServerEndpointIds: RouteServerEndpointIdsList | None
+    NextToken: String | None
+    MaxResults: RouteServerMaxResults | None
+    Filters: FilterList | None
+    DryRun: Boolean | None
 
 
-RouteServerEndpointsList = List[RouteServerEndpoint]
+RouteServerEndpointsList = list[RouteServerEndpoint]
 
 
 class DescribeRouteServerEndpointsResult(TypedDict, total=False):
-    RouteServerEndpoints: Optional[RouteServerEndpointsList]
-    NextToken: Optional[String]
+    RouteServerEndpoints: RouteServerEndpointsList | None
+    NextToken: String | None
 
 
-RouteServerPeerIdsList = List[RouteServerPeerId]
+RouteServerPeerIdsList = list[RouteServerPeerId]
 
 
 class DescribeRouteServerPeersRequest(ServiceRequest):
-    RouteServerPeerIds: Optional[RouteServerPeerIdsList]
-    NextToken: Optional[String]
-    MaxResults: Optional[RouteServerMaxResults]
-    Filters: Optional[FilterList]
-    DryRun: Optional[Boolean]
+    RouteServerPeerIds: RouteServerPeerIdsList | None
+    NextToken: String | None
+    MaxResults: RouteServerMaxResults | None
+    Filters: FilterList | None
+    DryRun: Boolean | None
 
 
-RouteServerPeersList = List[RouteServerPeer]
+RouteServerPeersList = list[RouteServerPeer]
 
 
 class DescribeRouteServerPeersResult(TypedDict, total=False):
-    RouteServerPeers: Optional[RouteServerPeersList]
-    NextToken: Optional[String]
+    RouteServerPeers: RouteServerPeersList | None
+    NextToken: String | None
 
 
-RouteServerIdsList = List[RouteServerId]
+RouteServerIdsList = list[RouteServerId]
 
 
 class DescribeRouteServersRequest(ServiceRequest):
-    RouteServerIds: Optional[RouteServerIdsList]
-    NextToken: Optional[String]
-    MaxResults: Optional[RouteServerMaxResults]
-    Filters: Optional[FilterList]
-    DryRun: Optional[Boolean]
+    RouteServerIds: RouteServerIdsList | None
+    NextToken: String | None
+    MaxResults: RouteServerMaxResults | None
+    Filters: FilterList | None
+    DryRun: Boolean | None
 
 
-RouteServersList = List[RouteServer]
+RouteServersList = list[RouteServer]
 
 
 class DescribeRouteServersResult(TypedDict, total=False):
-    RouteServers: Optional[RouteServersList]
-    NextToken: Optional[String]
+    RouteServers: RouteServersList | None
+    NextToken: String | None
 
 
-RouteTableIdStringList = List[RouteTableId]
+RouteTableIdStringList = list[RouteTableId]
 
 
 class DescribeRouteTablesRequest(ServiceRequest):
-    NextToken: Optional[String]
-    MaxResults: Optional[DescribeRouteTablesMaxResults]
-    DryRun: Optional[Boolean]
-    RouteTableIds: Optional[RouteTableIdStringList]
-    Filters: Optional[FilterList]
+    NextToken: String | None
+    MaxResults: DescribeRouteTablesMaxResults | None
+    DryRun: Boolean | None
+    RouteTableIds: RouteTableIdStringList | None
+    Filters: FilterList | None
 
 
-RouteTableList = List[RouteTable]
+RouteTableList = list[RouteTable]
 
 
 class DescribeRouteTablesResult(TypedDict, total=False):
-    RouteTables: Optional[RouteTableList]
-    NextToken: Optional[String]
+    RouteTables: RouteTableList | None
+    NextToken: String | None
 
 
-OccurrenceDayRequestSet = List[Integer]
+OccurrenceDayRequestSet = list[Integer]
 
 
 class ScheduledInstanceRecurrenceRequest(TypedDict, total=False):
-    Frequency: Optional[String]
-    Interval: Optional[Integer]
-    OccurrenceDays: Optional[OccurrenceDayRequestSet]
-    OccurrenceRelativeToEnd: Optional[Boolean]
-    OccurrenceUnit: Optional[String]
+    Frequency: String | None
+    Interval: Integer | None
+    OccurrenceDays: OccurrenceDayRequestSet | None
+    OccurrenceRelativeToEnd: Boolean | None
+    OccurrenceUnit: String | None
 
 
 class SlotDateTimeRangeRequest(TypedDict, total=False):
@@ -15470,538 +15498,538 @@ class SlotDateTimeRangeRequest(TypedDict, total=False):
 
 
 class DescribeScheduledInstanceAvailabilityRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    Filters: Optional[FilterList]
+    DryRun: Boolean | None
+    Filters: FilterList | None
     FirstSlotStartTimeRange: SlotDateTimeRangeRequest
-    MaxResults: Optional[DescribeScheduledInstanceAvailabilityMaxResults]
-    MaxSlotDurationInHours: Optional[Integer]
-    MinSlotDurationInHours: Optional[Integer]
-    NextToken: Optional[String]
+    MaxResults: DescribeScheduledInstanceAvailabilityMaxResults | None
+    MaxSlotDurationInHours: Integer | None
+    MinSlotDurationInHours: Integer | None
+    NextToken: String | None
     Recurrence: ScheduledInstanceRecurrenceRequest
 
 
-OccurrenceDaySet = List[Integer]
+OccurrenceDaySet = list[Integer]
 
 
 class ScheduledInstanceRecurrence(TypedDict, total=False):
-    Frequency: Optional[String]
-    Interval: Optional[Integer]
-    OccurrenceDaySet: Optional[OccurrenceDaySet]
-    OccurrenceRelativeToEnd: Optional[Boolean]
-    OccurrenceUnit: Optional[String]
+    Frequency: String | None
+    Interval: Integer | None
+    OccurrenceDaySet: OccurrenceDaySet | None
+    OccurrenceRelativeToEnd: Boolean | None
+    OccurrenceUnit: String | None
 
 
 class ScheduledInstanceAvailability(TypedDict, total=False):
-    AvailabilityZone: Optional[String]
-    AvailableInstanceCount: Optional[Integer]
-    FirstSlotStartTime: Optional[DateTime]
-    HourlyPrice: Optional[String]
-    InstanceType: Optional[String]
-    MaxTermDurationInDays: Optional[Integer]
-    MinTermDurationInDays: Optional[Integer]
-    NetworkPlatform: Optional[String]
-    Platform: Optional[String]
-    PurchaseToken: Optional[String]
-    Recurrence: Optional[ScheduledInstanceRecurrence]
-    SlotDurationInHours: Optional[Integer]
-    TotalScheduledInstanceHours: Optional[Integer]
+    AvailabilityZone: String | None
+    AvailableInstanceCount: Integer | None
+    FirstSlotStartTime: DateTime | None
+    HourlyPrice: String | None
+    InstanceType: String | None
+    MaxTermDurationInDays: Integer | None
+    MinTermDurationInDays: Integer | None
+    NetworkPlatform: String | None
+    Platform: String | None
+    PurchaseToken: String | None
+    Recurrence: ScheduledInstanceRecurrence | None
+    SlotDurationInHours: Integer | None
+    TotalScheduledInstanceHours: Integer | None
 
 
-ScheduledInstanceAvailabilitySet = List[ScheduledInstanceAvailability]
+ScheduledInstanceAvailabilitySet = list[ScheduledInstanceAvailability]
 
 
 class DescribeScheduledInstanceAvailabilityResult(TypedDict, total=False):
-    NextToken: Optional[String]
-    ScheduledInstanceAvailabilitySet: Optional[ScheduledInstanceAvailabilitySet]
+    NextToken: String | None
+    ScheduledInstanceAvailabilitySet: ScheduledInstanceAvailabilitySet | None
 
 
 class SlotStartTimeRangeRequest(TypedDict, total=False):
-    EarliestTime: Optional[DateTime]
-    LatestTime: Optional[DateTime]
+    EarliestTime: DateTime | None
+    LatestTime: DateTime | None
 
 
-ScheduledInstanceIdRequestSet = List[ScheduledInstanceId]
+ScheduledInstanceIdRequestSet = list[ScheduledInstanceId]
 
 
 class DescribeScheduledInstancesRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    Filters: Optional[FilterList]
-    MaxResults: Optional[Integer]
-    NextToken: Optional[String]
-    ScheduledInstanceIds: Optional[ScheduledInstanceIdRequestSet]
-    SlotStartTimeRange: Optional[SlotStartTimeRangeRequest]
+    DryRun: Boolean | None
+    Filters: FilterList | None
+    MaxResults: Integer | None
+    NextToken: String | None
+    ScheduledInstanceIds: ScheduledInstanceIdRequestSet | None
+    SlotStartTimeRange: SlotStartTimeRangeRequest | None
 
 
 class ScheduledInstance(TypedDict, total=False):
-    AvailabilityZone: Optional[String]
-    CreateDate: Optional[DateTime]
-    HourlyPrice: Optional[String]
-    InstanceCount: Optional[Integer]
-    InstanceType: Optional[String]
-    NetworkPlatform: Optional[String]
-    NextSlotStartTime: Optional[DateTime]
-    Platform: Optional[String]
-    PreviousSlotEndTime: Optional[DateTime]
-    Recurrence: Optional[ScheduledInstanceRecurrence]
-    ScheduledInstanceId: Optional[String]
-    SlotDurationInHours: Optional[Integer]
-    TermEndDate: Optional[DateTime]
-    TermStartDate: Optional[DateTime]
-    TotalScheduledInstanceHours: Optional[Integer]
-
-
-ScheduledInstanceSet = List[ScheduledInstance]
+    AvailabilityZone: String | None
+    CreateDate: DateTime | None
+    HourlyPrice: String | None
+    InstanceCount: Integer | None
+    InstanceType: String | None
+    NetworkPlatform: String | None
+    NextSlotStartTime: DateTime | None
+    Platform: String | None
+    PreviousSlotEndTime: DateTime | None
+    Recurrence: ScheduledInstanceRecurrence | None
+    ScheduledInstanceId: String | None
+    SlotDurationInHours: Integer | None
+    TermEndDate: DateTime | None
+    TermStartDate: DateTime | None
+    TotalScheduledInstanceHours: Integer | None
+
+
+ScheduledInstanceSet = list[ScheduledInstance]
 
 
 class DescribeScheduledInstancesResult(TypedDict, total=False):
-    NextToken: Optional[String]
-    ScheduledInstanceSet: Optional[ScheduledInstanceSet]
+    NextToken: String | None
+    ScheduledInstanceSet: ScheduledInstanceSet | None
 
 
-GroupIds = List[SecurityGroupId]
+GroupIds = list[SecurityGroupId]
 
 
 class DescribeSecurityGroupReferencesRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     GroupId: GroupIds
 
 
 class SecurityGroupReference(TypedDict, total=False):
-    GroupId: Optional[String]
-    ReferencingVpcId: Optional[String]
-    VpcPeeringConnectionId: Optional[String]
-    TransitGatewayId: Optional[String]
+    GroupId: String | None
+    ReferencingVpcId: String | None
+    VpcPeeringConnectionId: String | None
+    TransitGatewayId: String | None
 
 
-SecurityGroupReferences = List[SecurityGroupReference]
+SecurityGroupReferences = list[SecurityGroupReference]
 
 
 class DescribeSecurityGroupReferencesResult(TypedDict, total=False):
-    SecurityGroupReferenceSet: Optional[SecurityGroupReferences]
+    SecurityGroupReferenceSet: SecurityGroupReferences | None
 
 
-SecurityGroupRuleIdList = List[String]
+SecurityGroupRuleIdList = list[String]
 
 
 class DescribeSecurityGroupRulesRequest(ServiceRequest):
-    Filters: Optional[FilterList]
-    SecurityGroupRuleIds: Optional[SecurityGroupRuleIdList]
-    DryRun: Optional[Boolean]
-    NextToken: Optional[String]
-    MaxResults: Optional[DescribeSecurityGroupRulesMaxResults]
+    Filters: FilterList | None
+    SecurityGroupRuleIds: SecurityGroupRuleIdList | None
+    DryRun: Boolean | None
+    NextToken: String | None
+    MaxResults: DescribeSecurityGroupRulesMaxResults | None
 
 
 class DescribeSecurityGroupRulesResult(TypedDict, total=False):
-    SecurityGroupRules: Optional[SecurityGroupRuleList]
-    NextToken: Optional[String]
+    SecurityGroupRules: SecurityGroupRuleList | None
+    NextToken: String | None
 
 
 class DescribeSecurityGroupVpcAssociationsRequest(ServiceRequest):
-    Filters: Optional[FilterList]
-    NextToken: Optional[String]
-    MaxResults: Optional[DescribeSecurityGroupVpcAssociationsMaxResults]
-    DryRun: Optional[Boolean]
+    Filters: FilterList | None
+    NextToken: String | None
+    MaxResults: DescribeSecurityGroupVpcAssociationsMaxResults | None
+    DryRun: Boolean | None
 
 
 class SecurityGroupVpcAssociation(TypedDict, total=False):
-    GroupId: Optional[SecurityGroupId]
-    VpcId: Optional[VpcId]
-    VpcOwnerId: Optional[String]
-    State: Optional[SecurityGroupVpcAssociationState]
-    StateReason: Optional[String]
-    GroupOwnerId: Optional[String]
+    GroupId: SecurityGroupId | None
+    VpcId: VpcId | None
+    VpcOwnerId: String | None
+    State: SecurityGroupVpcAssociationState | None
+    StateReason: String | None
+    GroupOwnerId: String | None
 
 
-SecurityGroupVpcAssociationList = List[SecurityGroupVpcAssociation]
+SecurityGroupVpcAssociationList = list[SecurityGroupVpcAssociation]
 
 
 class DescribeSecurityGroupVpcAssociationsResult(TypedDict, total=False):
-    SecurityGroupVpcAssociations: Optional[SecurityGroupVpcAssociationList]
-    NextToken: Optional[String]
+    SecurityGroupVpcAssociations: SecurityGroupVpcAssociationList | None
+    NextToken: String | None
 
 
-GroupNameStringList = List[SecurityGroupName]
+GroupNameStringList = list[SecurityGroupName]
 
 
 class DescribeSecurityGroupsRequest(ServiceRequest):
-    GroupIds: Optional[GroupIdStringList]
-    GroupNames: Optional[GroupNameStringList]
-    NextToken: Optional[String]
-    MaxResults: Optional[DescribeSecurityGroupsMaxResults]
-    DryRun: Optional[Boolean]
-    Filters: Optional[FilterList]
+    GroupIds: GroupIdStringList | None
+    GroupNames: GroupNameStringList | None
+    NextToken: String | None
+    MaxResults: DescribeSecurityGroupsMaxResults | None
+    DryRun: Boolean | None
+    Filters: FilterList | None
 
 
 class SecurityGroup(TypedDict, total=False):
-    GroupId: Optional[String]
-    IpPermissionsEgress: Optional[IpPermissionList]
-    Tags: Optional[TagList]
-    VpcId: Optional[String]
-    SecurityGroupArn: Optional[String]
-    OwnerId: Optional[String]
-    GroupName: Optional[String]
-    Description: Optional[String]
-    IpPermissions: Optional[IpPermissionList]
+    GroupId: String | None
+    IpPermissionsEgress: IpPermissionList | None
+    Tags: TagList | None
+    VpcId: String | None
+    SecurityGroupArn: String | None
+    OwnerId: String | None
+    GroupName: String | None
+    Description: String | None
+    IpPermissions: IpPermissionList | None
 
 
-SecurityGroupList = List[SecurityGroup]
+SecurityGroupList = list[SecurityGroup]
 
 
 class DescribeSecurityGroupsResult(TypedDict, total=False):
-    NextToken: Optional[String]
-    SecurityGroups: Optional[SecurityGroupList]
+    NextToken: String | None
+    SecurityGroups: SecurityGroupList | None
 
 
 class DescribeServiceLinkVirtualInterfacesRequest(ServiceRequest):
-    ServiceLinkVirtualInterfaceIds: Optional[ServiceLinkVirtualInterfaceIdSet]
-    Filters: Optional[FilterList]
-    MaxResults: Optional[ServiceLinkMaxResults]
-    NextToken: Optional[String]
-    DryRun: Optional[Boolean]
+    ServiceLinkVirtualInterfaceIds: ServiceLinkVirtualInterfaceIdSet | None
+    Filters: FilterList | None
+    MaxResults: ServiceLinkMaxResults | None
+    NextToken: String | None
+    DryRun: Boolean | None
 
 
 class ServiceLinkVirtualInterface(TypedDict, total=False):
-    ServiceLinkVirtualInterfaceId: Optional[ServiceLinkVirtualInterfaceId]
-    ServiceLinkVirtualInterfaceArn: Optional[ResourceArn]
-    OutpostId: Optional[String]
-    OutpostArn: Optional[String]
-    OwnerId: Optional[String]
-    LocalAddress: Optional[String]
-    PeerAddress: Optional[String]
-    PeerBgpAsn: Optional[Long]
-    Vlan: Optional[Integer]
-    OutpostLagId: Optional[OutpostLagId]
-    Tags: Optional[TagList]
-    ConfigurationState: Optional[ServiceLinkVirtualInterfaceConfigurationState]
+    ServiceLinkVirtualInterfaceId: ServiceLinkVirtualInterfaceId | None
+    ServiceLinkVirtualInterfaceArn: ResourceArn | None
+    OutpostId: String | None
+    OutpostArn: String | None
+    OwnerId: String | None
+    LocalAddress: String | None
+    PeerAddress: String | None
+    PeerBgpAsn: Long | None
+    Vlan: Integer | None
+    OutpostLagId: OutpostLagId | None
+    Tags: TagList | None
+    ConfigurationState: ServiceLinkVirtualInterfaceConfigurationState | None
 
 
-ServiceLinkVirtualInterfaceSet = List[ServiceLinkVirtualInterface]
+ServiceLinkVirtualInterfaceSet = list[ServiceLinkVirtualInterface]
 
 
 class DescribeServiceLinkVirtualInterfacesResult(TypedDict, total=False):
-    ServiceLinkVirtualInterfaces: Optional[ServiceLinkVirtualInterfaceSet]
-    NextToken: Optional[String]
+    ServiceLinkVirtualInterfaces: ServiceLinkVirtualInterfaceSet | None
+    NextToken: String | None
 
 
 class DescribeSnapshotAttributeRequest(ServiceRequest):
     Attribute: SnapshotAttributeName
     SnapshotId: SnapshotId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class DescribeSnapshotAttributeResult(TypedDict, total=False):
-    ProductCodes: Optional[ProductCodeList]
-    SnapshotId: Optional[String]
-    CreateVolumePermissions: Optional[CreateVolumePermissionList]
+    ProductCodes: ProductCodeList | None
+    SnapshotId: String | None
+    CreateVolumePermissions: CreateVolumePermissionList | None
 
 
 class DescribeSnapshotTierStatusRequest(ServiceRequest):
-    Filters: Optional[FilterList]
-    DryRun: Optional[Boolean]
-    NextToken: Optional[String]
-    MaxResults: Optional[DescribeSnapshotTierStatusMaxResults]
+    Filters: FilterList | None
+    DryRun: Boolean | None
+    NextToken: String | None
+    MaxResults: DescribeSnapshotTierStatusMaxResults | None
 
 
 class SnapshotTierStatus(TypedDict, total=False):
-    SnapshotId: Optional[SnapshotId]
-    VolumeId: Optional[VolumeId]
-    Status: Optional[SnapshotState]
-    OwnerId: Optional[String]
-    Tags: Optional[TagList]
-    StorageTier: Optional[StorageTier]
-    LastTieringStartTime: Optional[MillisecondDateTime]
-    LastTieringProgress: Optional[Integer]
-    LastTieringOperationStatus: Optional[TieringOperationStatus]
-    LastTieringOperationStatusDetail: Optional[String]
-    ArchivalCompleteTime: Optional[MillisecondDateTime]
-    RestoreExpiryTime: Optional[MillisecondDateTime]
+    SnapshotId: SnapshotId | None
+    VolumeId: VolumeId | None
+    Status: SnapshotState | None
+    OwnerId: String | None
+    Tags: TagList | None
+    StorageTier: StorageTier | None
+    LastTieringStartTime: MillisecondDateTime | None
+    LastTieringProgress: Integer | None
+    LastTieringOperationStatus: TieringOperationStatus | None
+    LastTieringOperationStatusDetail: String | None
+    ArchivalCompleteTime: MillisecondDateTime | None
+    RestoreExpiryTime: MillisecondDateTime | None
 
 
-snapshotTierStatusSet = List[SnapshotTierStatus]
+snapshotTierStatusSet = list[SnapshotTierStatus]
 
 
 class DescribeSnapshotTierStatusResult(TypedDict, total=False):
-    SnapshotTierStatuses: Optional[snapshotTierStatusSet]
-    NextToken: Optional[String]
+    SnapshotTierStatuses: snapshotTierStatusSet | None
+    NextToken: String | None
 
 
-RestorableByStringList = List[String]
+RestorableByStringList = list[String]
 
 
 class DescribeSnapshotsRequest(ServiceRequest):
-    MaxResults: Optional[Integer]
-    NextToken: Optional[String]
-    OwnerIds: Optional[OwnerStringList]
-    RestorableByUserIds: Optional[RestorableByStringList]
-    SnapshotIds: Optional[SnapshotIdStringList]
-    DryRun: Optional[Boolean]
-    Filters: Optional[FilterList]
+    MaxResults: Integer | None
+    NextToken: String | None
+    OwnerIds: OwnerStringList | None
+    RestorableByUserIds: RestorableByStringList | None
+    SnapshotIds: SnapshotIdStringList | None
+    DryRun: Boolean | None
+    Filters: FilterList | None
 
 
 class Snapshot(TypedDict, total=False):
-    OwnerAlias: Optional[String]
-    OutpostArn: Optional[String]
-    Tags: Optional[TagList]
-    StorageTier: Optional[StorageTier]
-    RestoreExpiryTime: Optional[MillisecondDateTime]
-    SseType: Optional[SSEType]
-    AvailabilityZone: Optional[String]
-    TransferType: Optional[TransferType]
-    CompletionDurationMinutes: Optional[SnapshotCompletionDurationMinutesResponse]
-    CompletionTime: Optional[MillisecondDateTime]
-    FullSnapshotSizeInBytes: Optional[Long]
-    SnapshotId: Optional[String]
-    VolumeId: Optional[String]
-    State: Optional[SnapshotState]
-    StateMessage: Optional[String]
-    StartTime: Optional[DateTime]
-    Progress: Optional[String]
-    OwnerId: Optional[String]
-    Description: Optional[String]
-    VolumeSize: Optional[Integer]
-    Encrypted: Optional[Boolean]
-    KmsKeyId: Optional[String]
-    DataEncryptionKeyId: Optional[String]
-
-
-SnapshotList = List[Snapshot]
+    OwnerAlias: String | None
+    OutpostArn: String | None
+    Tags: TagList | None
+    StorageTier: StorageTier | None
+    RestoreExpiryTime: MillisecondDateTime | None
+    SseType: SSEType | None
+    AvailabilityZone: String | None
+    TransferType: TransferType | None
+    CompletionDurationMinutes: SnapshotCompletionDurationMinutesResponse | None
+    CompletionTime: MillisecondDateTime | None
+    FullSnapshotSizeInBytes: Long | None
+    SnapshotId: String | None
+    VolumeId: String | None
+    State: SnapshotState | None
+    StateMessage: String | None
+    StartTime: DateTime | None
+    Progress: String | None
+    OwnerId: String | None
+    Description: String | None
+    VolumeSize: Integer | None
+    Encrypted: Boolean | None
+    KmsKeyId: String | None
+    DataEncryptionKeyId: String | None
+
+
+SnapshotList = list[Snapshot]
 
 
 class DescribeSnapshotsResult(TypedDict, total=False):
-    NextToken: Optional[String]
-    Snapshots: Optional[SnapshotList]
+    NextToken: String | None
+    Snapshots: SnapshotList | None
 
 
 class DescribeSpotDatafeedSubscriptionRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class DescribeSpotDatafeedSubscriptionResult(TypedDict, total=False):
-    SpotDatafeedSubscription: Optional[SpotDatafeedSubscription]
+    SpotDatafeedSubscription: SpotDatafeedSubscription | None
 
 
 class DescribeSpotFleetInstancesRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     SpotFleetRequestId: SpotFleetRequestId
-    NextToken: Optional[String]
-    MaxResults: Optional[DescribeSpotFleetInstancesMaxResults]
+    NextToken: String | None
+    MaxResults: DescribeSpotFleetInstancesMaxResults | None
 
 
 class DescribeSpotFleetInstancesResponse(TypedDict, total=False):
-    ActiveInstances: Optional[ActiveInstanceSet]
-    NextToken: Optional[String]
-    SpotFleetRequestId: Optional[String]
+    ActiveInstances: ActiveInstanceSet | None
+    NextToken: String | None
+    SpotFleetRequestId: String | None
 
 
 class DescribeSpotFleetRequestHistoryRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     SpotFleetRequestId: SpotFleetRequestId
-    EventType: Optional[EventType]
+    EventType: EventType | None
     StartTime: DateTime
-    NextToken: Optional[String]
-    MaxResults: Optional[DescribeSpotFleetRequestHistoryMaxResults]
+    NextToken: String | None
+    MaxResults: DescribeSpotFleetRequestHistoryMaxResults | None
 
 
 class HistoryRecord(TypedDict, total=False):
-    EventInformation: Optional[EventInformation]
-    EventType: Optional[EventType]
-    Timestamp: Optional[DateTime]
+    EventInformation: EventInformation | None
+    EventType: EventType | None
+    Timestamp: DateTime | None
 
 
-HistoryRecords = List[HistoryRecord]
+HistoryRecords = list[HistoryRecord]
 
 
 class DescribeSpotFleetRequestHistoryResponse(TypedDict, total=False):
-    HistoryRecords: Optional[HistoryRecords]
-    LastEvaluatedTime: Optional[DateTime]
-    NextToken: Optional[String]
-    SpotFleetRequestId: Optional[String]
-    StartTime: Optional[DateTime]
+    HistoryRecords: HistoryRecords | None
+    LastEvaluatedTime: DateTime | None
+    NextToken: String | None
+    SpotFleetRequestId: String | None
+    StartTime: DateTime | None
 
 
 class DescribeSpotFleetRequestsRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    SpotFleetRequestIds: Optional[SpotFleetRequestIdList]
-    NextToken: Optional[String]
-    MaxResults: Optional[Integer]
+    DryRun: Boolean | None
+    SpotFleetRequestIds: SpotFleetRequestIdList | None
+    NextToken: String | None
+    MaxResults: Integer | None
 
 
 class TargetGroup(TypedDict, total=False):
-    Arn: Optional[String]
+    Arn: String | None
 
 
-TargetGroups = List[TargetGroup]
+TargetGroups = list[TargetGroup]
 
 
 class TargetGroupsConfig(TypedDict, total=False):
-    TargetGroups: Optional[TargetGroups]
+    TargetGroups: TargetGroups | None
 
 
 class LoadBalancersConfig(TypedDict, total=False):
-    ClassicLoadBalancersConfig: Optional[ClassicLoadBalancersConfig]
-    TargetGroupsConfig: Optional[TargetGroupsConfig]
+    ClassicLoadBalancersConfig: ClassicLoadBalancersConfig | None
+    TargetGroupsConfig: TargetGroupsConfig | None
 
 
 class LaunchTemplateOverrides(TypedDict, total=False):
-    InstanceType: Optional[InstanceType]
-    SpotPrice: Optional[String]
-    SubnetId: Optional[SubnetId]
-    AvailabilityZone: Optional[String]
-    WeightedCapacity: Optional[Double]
-    Priority: Optional[Double]
-    InstanceRequirements: Optional[InstanceRequirements]
+    InstanceType: InstanceType | None
+    SpotPrice: String | None
+    SubnetId: SubnetId | None
+    AvailabilityZone: String | None
+    WeightedCapacity: Double | None
+    Priority: Double | None
+    InstanceRequirements: InstanceRequirements | None
 
 
-LaunchTemplateOverridesList = List[LaunchTemplateOverrides]
+LaunchTemplateOverridesList = list[LaunchTemplateOverrides]
 
 
 class LaunchTemplateConfig(TypedDict, total=False):
-    LaunchTemplateSpecification: Optional[FleetLaunchTemplateSpecification]
-    Overrides: Optional[LaunchTemplateOverridesList]
+    LaunchTemplateSpecification: FleetLaunchTemplateSpecification | None
+    Overrides: LaunchTemplateOverridesList | None
 
 
-LaunchTemplateConfigList = List[LaunchTemplateConfig]
+LaunchTemplateConfigList = list[LaunchTemplateConfig]
 
 
 class SpotFleetTagSpecification(TypedDict, total=False):
-    ResourceType: Optional[ResourceType]
-    Tags: Optional[TagList]
+    ResourceType: ResourceType | None
+    Tags: TagList | None
 
 
-SpotFleetTagSpecificationList = List[SpotFleetTagSpecification]
+SpotFleetTagSpecificationList = list[SpotFleetTagSpecification]
 
 
 class SpotPlacement(TypedDict, total=False):
-    AvailabilityZone: Optional[String]
-    GroupName: Optional[PlacementGroupName]
-    Tenancy: Optional[Tenancy]
+    AvailabilityZone: String | None
+    GroupName: PlacementGroupName | None
+    Tenancy: Tenancy | None
 
 
 class InstanceNetworkInterfaceSpecification(TypedDict, total=False):
-    AssociatePublicIpAddress: Optional[Boolean]
-    DeleteOnTermination: Optional[Boolean]
-    Description: Optional[String]
-    DeviceIndex: Optional[Integer]
-    Groups: Optional[SecurityGroupIdStringList]
-    Ipv6AddressCount: Optional[Integer]
-    Ipv6Addresses: Optional[InstanceIpv6AddressList]
-    NetworkInterfaceId: Optional[NetworkInterfaceId]
-    PrivateIpAddress: Optional[String]
-    PrivateIpAddresses: Optional[PrivateIpAddressSpecificationList]
-    SecondaryPrivateIpAddressCount: Optional[Integer]
-    SubnetId: Optional[String]
-    AssociateCarrierIpAddress: Optional[Boolean]
-    InterfaceType: Optional[String]
-    NetworkCardIndex: Optional[Integer]
-    Ipv4Prefixes: Optional[Ipv4PrefixList]
-    Ipv4PrefixCount: Optional[Integer]
-    Ipv6Prefixes: Optional[Ipv6PrefixList]
-    Ipv6PrefixCount: Optional[Integer]
-    PrimaryIpv6: Optional[Boolean]
-    EnaSrdSpecification: Optional[EnaSrdSpecificationRequest]
-    ConnectionTrackingSpecification: Optional[ConnectionTrackingSpecificationRequest]
-    EnaQueueCount: Optional[Integer]
-
-
-InstanceNetworkInterfaceSpecificationList = List[InstanceNetworkInterfaceSpecification]
+    AssociatePublicIpAddress: Boolean | None
+    DeleteOnTermination: Boolean | None
+    Description: String | None
+    DeviceIndex: Integer | None
+    Groups: SecurityGroupIdStringList | None
+    Ipv6AddressCount: Integer | None
+    Ipv6Addresses: InstanceIpv6AddressList | None
+    NetworkInterfaceId: NetworkInterfaceId | None
+    PrivateIpAddress: String | None
+    PrivateIpAddresses: PrivateIpAddressSpecificationList | None
+    SecondaryPrivateIpAddressCount: Integer | None
+    SubnetId: String | None
+    AssociateCarrierIpAddress: Boolean | None
+    InterfaceType: String | None
+    NetworkCardIndex: Integer | None
+    Ipv4Prefixes: Ipv4PrefixList | None
+    Ipv4PrefixCount: Integer | None
+    Ipv6Prefixes: Ipv6PrefixList | None
+    Ipv6PrefixCount: Integer | None
+    PrimaryIpv6: Boolean | None
+    EnaSrdSpecification: EnaSrdSpecificationRequest | None
+    ConnectionTrackingSpecification: ConnectionTrackingSpecificationRequest | None
+    EnaQueueCount: Integer | None
+
+
+InstanceNetworkInterfaceSpecificationList = list[InstanceNetworkInterfaceSpecification]
 
 
 class SpotFleetMonitoring(TypedDict, total=False):
-    Enabled: Optional[Boolean]
+    Enabled: Boolean | None
 
 
 class SpotFleetLaunchSpecification(TypedDict, total=False):
-    AddressingType: Optional[String]
-    BlockDeviceMappings: Optional[BlockDeviceMappingList]
-    EbsOptimized: Optional[Boolean]
-    IamInstanceProfile: Optional[IamInstanceProfileSpecification]
-    ImageId: Optional[ImageId]
-    InstanceType: Optional[InstanceType]
-    KernelId: Optional[String]
-    KeyName: Optional[KeyPairName]
-    Monitoring: Optional[SpotFleetMonitoring]
-    NetworkInterfaces: Optional[InstanceNetworkInterfaceSpecificationList]
-    Placement: Optional[SpotPlacement]
-    RamdiskId: Optional[String]
-    SpotPrice: Optional[String]
-    SubnetId: Optional[SubnetId]
-    UserData: Optional[SensitiveUserData]
-    WeightedCapacity: Optional[Double]
-    TagSpecifications: Optional[SpotFleetTagSpecificationList]
-    InstanceRequirements: Optional[InstanceRequirements]
-    SecurityGroups: Optional[GroupIdentifierList]
-
-
-LaunchSpecsList = List[SpotFleetLaunchSpecification]
+    AddressingType: String | None
+    BlockDeviceMappings: BlockDeviceMappingList | None
+    EbsOptimized: Boolean | None
+    IamInstanceProfile: IamInstanceProfileSpecification | None
+    ImageId: ImageId | None
+    InstanceType: InstanceType | None
+    KernelId: String | None
+    KeyName: KeyPairName | None
+    Monitoring: SpotFleetMonitoring | None
+    NetworkInterfaces: InstanceNetworkInterfaceSpecificationList | None
+    Placement: SpotPlacement | None
+    RamdiskId: String | None
+    SpotPrice: String | None
+    SubnetId: SubnetId | None
+    UserData: SensitiveUserData | None
+    WeightedCapacity: Double | None
+    TagSpecifications: SpotFleetTagSpecificationList | None
+    InstanceRequirements: InstanceRequirements | None
+    SecurityGroups: GroupIdentifierList | None
+
+
+LaunchSpecsList = list[SpotFleetLaunchSpecification]
 
 
 class SpotCapacityRebalance(TypedDict, total=False):
-    ReplacementStrategy: Optional[ReplacementStrategy]
-    TerminationDelay: Optional[Integer]
+    ReplacementStrategy: ReplacementStrategy | None
+    TerminationDelay: Integer | None
 
 
 class SpotMaintenanceStrategies(TypedDict, total=False):
-    CapacityRebalance: Optional[SpotCapacityRebalance]
+    CapacityRebalance: SpotCapacityRebalance | None
 
 
 class SpotFleetRequestConfigData(TypedDict, total=False):
-    AllocationStrategy: Optional[AllocationStrategy]
-    OnDemandAllocationStrategy: Optional[OnDemandAllocationStrategy]
-    SpotMaintenanceStrategies: Optional[SpotMaintenanceStrategies]
-    ClientToken: Optional[String]
-    ExcessCapacityTerminationPolicy: Optional[ExcessCapacityTerminationPolicy]
-    FulfilledCapacity: Optional[Double]
-    OnDemandFulfilledCapacity: Optional[Double]
+    AllocationStrategy: AllocationStrategy | None
+    OnDemandAllocationStrategy: OnDemandAllocationStrategy | None
+    SpotMaintenanceStrategies: SpotMaintenanceStrategies | None
+    ClientToken: String | None
+    ExcessCapacityTerminationPolicy: ExcessCapacityTerminationPolicy | None
+    FulfilledCapacity: Double | None
+    OnDemandFulfilledCapacity: Double | None
     IamFleetRole: String
-    LaunchSpecifications: Optional[LaunchSpecsList]
-    LaunchTemplateConfigs: Optional[LaunchTemplateConfigList]
-    SpotPrice: Optional[String]
+    LaunchSpecifications: LaunchSpecsList | None
+    LaunchTemplateConfigs: LaunchTemplateConfigList | None
+    SpotPrice: String | None
     TargetCapacity: Integer
-    OnDemandTargetCapacity: Optional[Integer]
-    OnDemandMaxTotalPrice: Optional[String]
-    SpotMaxTotalPrice: Optional[String]
-    TerminateInstancesWithExpiration: Optional[Boolean]
-    Type: Optional[FleetType]
-    ValidFrom: Optional[DateTime]
-    ValidUntil: Optional[DateTime]
-    ReplaceUnhealthyInstances: Optional[Boolean]
-    InstanceInterruptionBehavior: Optional[InstanceInterruptionBehavior]
-    LoadBalancersConfig: Optional[LoadBalancersConfig]
-    InstancePoolsToUseCount: Optional[Integer]
-    Context: Optional[String]
-    TargetCapacityUnitType: Optional[TargetCapacityUnitType]
-    TagSpecifications: Optional[TagSpecificationList]
+    OnDemandTargetCapacity: Integer | None
+    OnDemandMaxTotalPrice: String | None
+    SpotMaxTotalPrice: String | None
+    TerminateInstancesWithExpiration: Boolean | None
+    Type: FleetType | None
+    ValidFrom: DateTime | None
+    ValidUntil: DateTime | None
+    ReplaceUnhealthyInstances: Boolean | None
+    InstanceInterruptionBehavior: InstanceInterruptionBehavior | None
+    LoadBalancersConfig: LoadBalancersConfig | None
+    InstancePoolsToUseCount: Integer | None
+    Context: String | None
+    TargetCapacityUnitType: TargetCapacityUnitType | None
+    TagSpecifications: TagSpecificationList | None
 
 
 class SpotFleetRequestConfig(TypedDict, total=False):
-    ActivityStatus: Optional[ActivityStatus]
-    CreateTime: Optional[MillisecondDateTime]
-    SpotFleetRequestConfig: Optional[SpotFleetRequestConfigData]
-    SpotFleetRequestId: Optional[String]
-    SpotFleetRequestState: Optional[BatchState]
-    Tags: Optional[TagList]
+    ActivityStatus: ActivityStatus | None
+    CreateTime: MillisecondDateTime | None
+    SpotFleetRequestConfig: SpotFleetRequestConfigData | None
+    SpotFleetRequestId: String | None
+    SpotFleetRequestState: BatchState | None
+    Tags: TagList | None
 
 
-SpotFleetRequestConfigSet = List[SpotFleetRequestConfig]
+SpotFleetRequestConfigSet = list[SpotFleetRequestConfig]
 
 
 class DescribeSpotFleetRequestsResponse(TypedDict, total=False):
-    NextToken: Optional[String]
-    SpotFleetRequestConfigs: Optional[SpotFleetRequestConfigSet]
+    NextToken: String | None
+    SpotFleetRequestConfigs: SpotFleetRequestConfigSet | None
 
 
 class DescribeSpotInstanceRequestsRequest(ServiceRequest):
-    NextToken: Optional[String]
-    MaxResults: Optional[Integer]
-    DryRun: Optional[Boolean]
-    SpotInstanceRequestIds: Optional[SpotInstanceRequestIdList]
-    Filters: Optional[FilterList]
+    NextToken: String | None
+    MaxResults: Integer | None
+    DryRun: Boolean | None
+    SpotInstanceRequestIds: SpotInstanceRequestIdList | None
+    Filters: FilterList | None
 
 
 class SpotInstanceStatus(TypedDict, total=False):
-    Code: Optional[String]
-    Message: Optional[String]
-    UpdateTime: Optional[DateTime]
+    Code: String | None
+    Message: String | None
+    UpdateTime: DateTime | None
 
 
 class RunInstancesMonitoringEnabled(TypedDict, total=False):
@@ -16009,1403 +16037,1404 @@ class RunInstancesMonitoringEnabled(TypedDict, total=False):
 
 
 class LaunchSpecification(TypedDict, total=False):
-    UserData: Optional[SensitiveUserData]
-    AddressingType: Optional[String]
-    BlockDeviceMappings: Optional[BlockDeviceMappingList]
-    EbsOptimized: Optional[Boolean]
-    IamInstanceProfile: Optional[IamInstanceProfileSpecification]
-    ImageId: Optional[String]
-    InstanceType: Optional[InstanceType]
-    KernelId: Optional[String]
-    KeyName: Optional[String]
-    NetworkInterfaces: Optional[InstanceNetworkInterfaceSpecificationList]
-    Placement: Optional[SpotPlacement]
-    RamdiskId: Optional[String]
-    SubnetId: Optional[String]
-    SecurityGroups: Optional[GroupIdentifierList]
-    Monitoring: Optional[RunInstancesMonitoringEnabled]
+    UserData: SensitiveUserData | None
+    AddressingType: String | None
+    BlockDeviceMappings: BlockDeviceMappingList | None
+    EbsOptimized: Boolean | None
+    IamInstanceProfile: IamInstanceProfileSpecification | None
+    ImageId: String | None
+    InstanceType: InstanceType | None
+    KernelId: String | None
+    KeyName: String | None
+    NetworkInterfaces: InstanceNetworkInterfaceSpecificationList | None
+    Placement: SpotPlacement | None
+    RamdiskId: String | None
+    SubnetId: String | None
+    SecurityGroups: GroupIdentifierList | None
+    Monitoring: RunInstancesMonitoringEnabled | None
 
 
 class SpotInstanceRequest(TypedDict, total=False):
-    ActualBlockHourlyPrice: Optional[String]
-    AvailabilityZoneGroup: Optional[String]
-    BlockDurationMinutes: Optional[Integer]
-    CreateTime: Optional[DateTime]
-    Fault: Optional[SpotInstanceStateFault]
-    InstanceId: Optional[InstanceId]
-    LaunchGroup: Optional[String]
-    LaunchSpecification: Optional[LaunchSpecification]
-    LaunchedAvailabilityZone: Optional[String]
-    LaunchedAvailabilityZoneId: Optional[String]
-    ProductDescription: Optional[RIProductDescription]
-    SpotInstanceRequestId: Optional[String]
-    SpotPrice: Optional[String]
-    State: Optional[SpotInstanceState]
-    Status: Optional[SpotInstanceStatus]
-    Tags: Optional[TagList]
-    Type: Optional[SpotInstanceType]
-    ValidFrom: Optional[DateTime]
-    ValidUntil: Optional[DateTime]
-    InstanceInterruptionBehavior: Optional[InstanceInterruptionBehavior]
-
-
-SpotInstanceRequestList = List[SpotInstanceRequest]
+    ActualBlockHourlyPrice: String | None
+    AvailabilityZoneGroup: String | None
+    BlockDurationMinutes: Integer | None
+    CreateTime: DateTime | None
+    Fault: SpotInstanceStateFault | None
+    InstanceId: InstanceId | None
+    LaunchGroup: String | None
+    LaunchSpecification: LaunchSpecification | None
+    LaunchedAvailabilityZone: String | None
+    LaunchedAvailabilityZoneId: String | None
+    ProductDescription: RIProductDescription | None
+    SpotInstanceRequestId: String | None
+    SpotPrice: String | None
+    State: SpotInstanceState | None
+    Status: SpotInstanceStatus | None
+    Tags: TagList | None
+    Type: SpotInstanceType | None
+    ValidFrom: DateTime | None
+    ValidUntil: DateTime | None
+    InstanceInterruptionBehavior: InstanceInterruptionBehavior | None
+
+
+SpotInstanceRequestList = list[SpotInstanceRequest]
 
 
 class DescribeSpotInstanceRequestsResult(TypedDict, total=False):
-    SpotInstanceRequests: Optional[SpotInstanceRequestList]
-    NextToken: Optional[String]
+    SpotInstanceRequests: SpotInstanceRequestList | None
+    NextToken: String | None
 
 
-ProductDescriptionList = List[String]
-InstanceTypeList = List[InstanceType]
+ProductDescriptionList = list[String]
+InstanceTypeList = list[InstanceType]
 
 
 class DescribeSpotPriceHistoryRequest(ServiceRequest):
-    AvailabilityZoneId: Optional[AvailabilityZoneId]
-    DryRun: Optional[Boolean]
-    StartTime: Optional[DateTime]
-    EndTime: Optional[DateTime]
-    InstanceTypes: Optional[InstanceTypeList]
-    ProductDescriptions: Optional[ProductDescriptionList]
-    Filters: Optional[FilterList]
-    AvailabilityZone: Optional[String]
-    MaxResults: Optional[Integer]
-    NextToken: Optional[String]
+    AvailabilityZoneId: AvailabilityZoneId | None
+    DryRun: Boolean | None
+    StartTime: DateTime | None
+    EndTime: DateTime | None
+    InstanceTypes: InstanceTypeList | None
+    ProductDescriptions: ProductDescriptionList | None
+    Filters: FilterList | None
+    AvailabilityZone: String | None
+    MaxResults: Integer | None
+    NextToken: String | None
 
 
 class SpotPrice(TypedDict, total=False):
-    AvailabilityZone: Optional[String]
-    AvailabilityZoneId: Optional[String]
-    InstanceType: Optional[InstanceType]
-    ProductDescription: Optional[RIProductDescription]
-    SpotPrice: Optional[String]
-    Timestamp: Optional[DateTime]
+    AvailabilityZone: String | None
+    AvailabilityZoneId: String | None
+    InstanceType: InstanceType | None
+    ProductDescription: RIProductDescription | None
+    SpotPrice: String | None
+    Timestamp: DateTime | None
 
 
-SpotPriceHistoryList = List[SpotPrice]
+SpotPriceHistoryList = list[SpotPrice]
 
 
 class DescribeSpotPriceHistoryResult(TypedDict, total=False):
-    NextToken: Optional[String]
-    SpotPriceHistory: Optional[SpotPriceHistoryList]
+    NextToken: String | None
+    SpotPriceHistory: SpotPriceHistoryList | None
 
 
 class DescribeStaleSecurityGroupsRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    MaxResults: Optional[DescribeStaleSecurityGroupsMaxResults]
-    NextToken: Optional[DescribeStaleSecurityGroupsNextToken]
+    DryRun: Boolean | None
+    MaxResults: DescribeStaleSecurityGroupsMaxResults | None
+    NextToken: DescribeStaleSecurityGroupsNextToken | None
     VpcId: VpcId
 
 
-UserIdGroupPairSet = List[UserIdGroupPair]
-PrefixListIdSet = List[String]
-IpRanges = List[String]
+UserIdGroupPairSet = list[UserIdGroupPair]
+PrefixListIdSet = list[String]
+IpRanges = list[String]
 
 
 class StaleIpPermission(TypedDict, total=False):
-    FromPort: Optional[Integer]
-    IpProtocol: Optional[String]
-    IpRanges: Optional[IpRanges]
-    PrefixListIds: Optional[PrefixListIdSet]
-    ToPort: Optional[Integer]
-    UserIdGroupPairs: Optional[UserIdGroupPairSet]
+    FromPort: Integer | None
+    IpProtocol: String | None
+    IpRanges: IpRanges | None
+    PrefixListIds: PrefixListIdSet | None
+    ToPort: Integer | None
+    UserIdGroupPairs: UserIdGroupPairSet | None
 
 
-StaleIpPermissionSet = List[StaleIpPermission]
+StaleIpPermissionSet = list[StaleIpPermission]
 
 
 class StaleSecurityGroup(TypedDict, total=False):
-    Description: Optional[String]
-    GroupId: Optional[String]
-    GroupName: Optional[String]
-    StaleIpPermissions: Optional[StaleIpPermissionSet]
-    StaleIpPermissionsEgress: Optional[StaleIpPermissionSet]
-    VpcId: Optional[String]
+    Description: String | None
+    GroupId: String | None
+    GroupName: String | None
+    StaleIpPermissions: StaleIpPermissionSet | None
+    StaleIpPermissionsEgress: StaleIpPermissionSet | None
+    VpcId: String | None
 
 
-StaleSecurityGroupSet = List[StaleSecurityGroup]
+StaleSecurityGroupSet = list[StaleSecurityGroup]
 
 
 class DescribeStaleSecurityGroupsResult(TypedDict, total=False):
-    NextToken: Optional[String]
-    StaleSecurityGroupSet: Optional[StaleSecurityGroupSet]
+    NextToken: String | None
+    StaleSecurityGroupSet: StaleSecurityGroupSet | None
 
 
-ImageIdList = List[ImageId]
+ImageIdList = list[ImageId]
 
 
 class DescribeStoreImageTasksRequest(ServiceRequest):
-    ImageIds: Optional[ImageIdList]
-    DryRun: Optional[Boolean]
-    Filters: Optional[FilterList]
-    NextToken: Optional[String]
-    MaxResults: Optional[DescribeStoreImageTasksRequestMaxResults]
+    ImageIds: ImageIdList | None
+    DryRun: Boolean | None
+    Filters: FilterList | None
+    NextToken: String | None
+    MaxResults: DescribeStoreImageTasksRequestMaxResults | None
 
 
 class StoreImageTaskResult(TypedDict, total=False):
-    AmiId: Optional[String]
-    TaskStartTime: Optional[MillisecondDateTime]
-    Bucket: Optional[String]
-    S3objectKey: Optional[String]
-    ProgressPercentage: Optional[Integer]
-    StoreTaskState: Optional[String]
-    StoreTaskFailureReason: Optional[String]
+    AmiId: String | None
+    TaskStartTime: MillisecondDateTime | None
+    Bucket: String | None
+    S3objectKey: String | None
+    ProgressPercentage: Integer | None
+    StoreTaskState: String | None
+    StoreTaskFailureReason: String | None
 
 
-StoreImageTaskResultSet = List[StoreImageTaskResult]
+StoreImageTaskResultSet = list[StoreImageTaskResult]
 
 
 class DescribeStoreImageTasksResult(TypedDict, total=False):
-    StoreImageTaskResults: Optional[StoreImageTaskResultSet]
-    NextToken: Optional[String]
+    StoreImageTaskResults: StoreImageTaskResultSet | None
+    NextToken: String | None
 
 
-SubnetIdStringList = List[SubnetId]
+SubnetIdStringList = list[SubnetId]
 
 
 class DescribeSubnetsRequest(ServiceRequest):
-    Filters: Optional[FilterList]
-    SubnetIds: Optional[SubnetIdStringList]
-    NextToken: Optional[String]
-    MaxResults: Optional[DescribeSubnetsMaxResults]
-    DryRun: Optional[Boolean]
+    Filters: FilterList | None
+    SubnetIds: SubnetIdStringList | None
+    NextToken: String | None
+    MaxResults: DescribeSubnetsMaxResults | None
+    DryRun: Boolean | None
 
 
-SubnetList = List[Subnet]
+SubnetList = list[Subnet]
 
 
 class DescribeSubnetsResult(TypedDict, total=False):
-    NextToken: Optional[String]
-    Subnets: Optional[SubnetList]
+    NextToken: String | None
+    Subnets: SubnetList | None
 
 
 class DescribeTagsRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    Filters: Optional[FilterList]
-    MaxResults: Optional[Integer]
-    NextToken: Optional[String]
+    DryRun: Boolean | None
+    Filters: FilterList | None
+    MaxResults: Integer | None
+    NextToken: String | None
 
 
 class TagDescription(TypedDict, total=False):
-    Key: Optional[String]
-    ResourceId: Optional[String]
-    ResourceType: Optional[ResourceType]
-    Value: Optional[String]
+    Key: String | None
+    ResourceId: String | None
+    ResourceType: ResourceType | None
+    Value: String | None
 
 
-TagDescriptionList = List[TagDescription]
+TagDescriptionList = list[TagDescription]
 
 
 class DescribeTagsResult(TypedDict, total=False):
-    NextToken: Optional[String]
-    Tags: Optional[TagDescriptionList]
+    NextToken: String | None
+    Tags: TagDescriptionList | None
 
 
-TrafficMirrorFilterRuleIdList = List[TrafficMirrorFilterRuleIdWithResolver]
+TrafficMirrorFilterRuleIdList = list[TrafficMirrorFilterRuleIdWithResolver]
 
 
 class DescribeTrafficMirrorFilterRulesRequest(ServiceRequest):
-    TrafficMirrorFilterRuleIds: Optional[TrafficMirrorFilterRuleIdList]
-    TrafficMirrorFilterId: Optional[TrafficMirrorFilterId]
-    DryRun: Optional[Boolean]
-    Filters: Optional[FilterList]
-    MaxResults: Optional[TrafficMirroringMaxResults]
-    NextToken: Optional[NextToken]
+    TrafficMirrorFilterRuleIds: TrafficMirrorFilterRuleIdList | None
+    TrafficMirrorFilterId: TrafficMirrorFilterId | None
+    DryRun: Boolean | None
+    Filters: FilterList | None
+    MaxResults: TrafficMirroringMaxResults | None
+    NextToken: NextToken | None
 
 
-TrafficMirrorFilterRuleSet = List[TrafficMirrorFilterRule]
+TrafficMirrorFilterRuleSet = list[TrafficMirrorFilterRule]
 
 
 class DescribeTrafficMirrorFilterRulesResult(TypedDict, total=False):
-    TrafficMirrorFilterRules: Optional[TrafficMirrorFilterRuleSet]
-    NextToken: Optional[String]
+    TrafficMirrorFilterRules: TrafficMirrorFilterRuleSet | None
+    NextToken: String | None
 
 
-TrafficMirrorFilterIdList = List[TrafficMirrorFilterId]
+TrafficMirrorFilterIdList = list[TrafficMirrorFilterId]
 
 
 class DescribeTrafficMirrorFiltersRequest(ServiceRequest):
-    TrafficMirrorFilterIds: Optional[TrafficMirrorFilterIdList]
-    DryRun: Optional[Boolean]
-    Filters: Optional[FilterList]
-    MaxResults: Optional[TrafficMirroringMaxResults]
-    NextToken: Optional[NextToken]
+    TrafficMirrorFilterIds: TrafficMirrorFilterIdList | None
+    DryRun: Boolean | None
+    Filters: FilterList | None
+    MaxResults: TrafficMirroringMaxResults | None
+    NextToken: NextToken | None
 
 
-TrafficMirrorFilterSet = List[TrafficMirrorFilter]
+TrafficMirrorFilterSet = list[TrafficMirrorFilter]
 
 
 class DescribeTrafficMirrorFiltersResult(TypedDict, total=False):
-    TrafficMirrorFilters: Optional[TrafficMirrorFilterSet]
-    NextToken: Optional[String]
+    TrafficMirrorFilters: TrafficMirrorFilterSet | None
+    NextToken: String | None
 
 
-TrafficMirrorSessionIdList = List[TrafficMirrorSessionId]
+TrafficMirrorSessionIdList = list[TrafficMirrorSessionId]
 
 
 class DescribeTrafficMirrorSessionsRequest(ServiceRequest):
-    TrafficMirrorSessionIds: Optional[TrafficMirrorSessionIdList]
-    DryRun: Optional[Boolean]
-    Filters: Optional[FilterList]
-    MaxResults: Optional[TrafficMirroringMaxResults]
-    NextToken: Optional[NextToken]
+    TrafficMirrorSessionIds: TrafficMirrorSessionIdList | None
+    DryRun: Boolean | None
+    Filters: FilterList | None
+    MaxResults: TrafficMirroringMaxResults | None
+    NextToken: NextToken | None
 
 
-TrafficMirrorSessionSet = List[TrafficMirrorSession]
+TrafficMirrorSessionSet = list[TrafficMirrorSession]
 
 
 class DescribeTrafficMirrorSessionsResult(TypedDict, total=False):
-    TrafficMirrorSessions: Optional[TrafficMirrorSessionSet]
-    NextToken: Optional[String]
+    TrafficMirrorSessions: TrafficMirrorSessionSet | None
+    NextToken: String | None
 
 
-TrafficMirrorTargetIdList = List[TrafficMirrorTargetId]
+TrafficMirrorTargetIdList = list[TrafficMirrorTargetId]
 
 
 class DescribeTrafficMirrorTargetsRequest(ServiceRequest):
-    TrafficMirrorTargetIds: Optional[TrafficMirrorTargetIdList]
-    DryRun: Optional[Boolean]
-    Filters: Optional[FilterList]
-    MaxResults: Optional[TrafficMirroringMaxResults]
-    NextToken: Optional[NextToken]
+    TrafficMirrorTargetIds: TrafficMirrorTargetIdList | None
+    DryRun: Boolean | None
+    Filters: FilterList | None
+    MaxResults: TrafficMirroringMaxResults | None
+    NextToken: NextToken | None
 
 
-TrafficMirrorTargetSet = List[TrafficMirrorTarget]
+TrafficMirrorTargetSet = list[TrafficMirrorTarget]
 
 
 class DescribeTrafficMirrorTargetsResult(TypedDict, total=False):
-    TrafficMirrorTargets: Optional[TrafficMirrorTargetSet]
-    NextToken: Optional[String]
+    TrafficMirrorTargets: TrafficMirrorTargetSet | None
+    NextToken: String | None
 
 
-TransitGatewayAttachmentIdStringList = List[TransitGatewayAttachmentId]
+TransitGatewayAttachmentIdStringList = list[TransitGatewayAttachmentId]
 
 
 class DescribeTransitGatewayAttachmentsRequest(ServiceRequest):
-    TransitGatewayAttachmentIds: Optional[TransitGatewayAttachmentIdStringList]
-    Filters: Optional[FilterList]
-    MaxResults: Optional[TransitGatewayMaxResults]
-    NextToken: Optional[String]
-    DryRun: Optional[Boolean]
+    TransitGatewayAttachmentIds: TransitGatewayAttachmentIdStringList | None
+    Filters: FilterList | None
+    MaxResults: TransitGatewayMaxResults | None
+    NextToken: String | None
+    DryRun: Boolean | None
 
 
 class TransitGatewayAttachmentAssociation(TypedDict, total=False):
-    TransitGatewayRouteTableId: Optional[String]
-    State: Optional[TransitGatewayAssociationState]
+    TransitGatewayRouteTableId: String | None
+    State: TransitGatewayAssociationState | None
 
 
 class TransitGatewayAttachment(TypedDict, total=False):
-    TransitGatewayAttachmentId: Optional[String]
-    TransitGatewayId: Optional[String]
-    TransitGatewayOwnerId: Optional[String]
-    ResourceOwnerId: Optional[String]
-    ResourceType: Optional[TransitGatewayAttachmentResourceType]
-    ResourceId: Optional[String]
-    State: Optional[TransitGatewayAttachmentState]
-    Association: Optional[TransitGatewayAttachmentAssociation]
-    CreationTime: Optional[DateTime]
-    Tags: Optional[TagList]
+    TransitGatewayAttachmentId: String | None
+    TransitGatewayId: String | None
+    TransitGatewayOwnerId: String | None
+    ResourceOwnerId: String | None
+    ResourceType: TransitGatewayAttachmentResourceType | None
+    ResourceId: String | None
+    State: TransitGatewayAttachmentState | None
+    Association: TransitGatewayAttachmentAssociation | None
+    CreationTime: DateTime | None
+    Tags: TagList | None
 
 
-TransitGatewayAttachmentList = List[TransitGatewayAttachment]
+TransitGatewayAttachmentList = list[TransitGatewayAttachment]
 
 
 class DescribeTransitGatewayAttachmentsResult(TypedDict, total=False):
-    TransitGatewayAttachments: Optional[TransitGatewayAttachmentList]
-    NextToken: Optional[String]
+    TransitGatewayAttachments: TransitGatewayAttachmentList | None
+    NextToken: String | None
 
 
-TransitGatewayConnectPeerIdStringList = List[TransitGatewayConnectPeerId]
+TransitGatewayConnectPeerIdStringList = list[TransitGatewayConnectPeerId]
 
 
 class DescribeTransitGatewayConnectPeersRequest(ServiceRequest):
-    TransitGatewayConnectPeerIds: Optional[TransitGatewayConnectPeerIdStringList]
-    Filters: Optional[FilterList]
-    MaxResults: Optional[TransitGatewayMaxResults]
-    NextToken: Optional[String]
-    DryRun: Optional[Boolean]
+    TransitGatewayConnectPeerIds: TransitGatewayConnectPeerIdStringList | None
+    Filters: FilterList | None
+    MaxResults: TransitGatewayMaxResults | None
+    NextToken: String | None
+    DryRun: Boolean | None
 
 
-TransitGatewayConnectPeerList = List[TransitGatewayConnectPeer]
+TransitGatewayConnectPeerList = list[TransitGatewayConnectPeer]
 
 
 class DescribeTransitGatewayConnectPeersResult(TypedDict, total=False):
-    TransitGatewayConnectPeers: Optional[TransitGatewayConnectPeerList]
-    NextToken: Optional[String]
+    TransitGatewayConnectPeers: TransitGatewayConnectPeerList | None
+    NextToken: String | None
 
 
 class DescribeTransitGatewayConnectsRequest(ServiceRequest):
-    TransitGatewayAttachmentIds: Optional[TransitGatewayAttachmentIdStringList]
-    Filters: Optional[FilterList]
-    MaxResults: Optional[TransitGatewayMaxResults]
-    NextToken: Optional[String]
-    DryRun: Optional[Boolean]
+    TransitGatewayAttachmentIds: TransitGatewayAttachmentIdStringList | None
+    Filters: FilterList | None
+    MaxResults: TransitGatewayMaxResults | None
+    NextToken: String | None
+    DryRun: Boolean | None
 
 
-TransitGatewayConnectList = List[TransitGatewayConnect]
+TransitGatewayConnectList = list[TransitGatewayConnect]
 
 
 class DescribeTransitGatewayConnectsResult(TypedDict, total=False):
-    TransitGatewayConnects: Optional[TransitGatewayConnectList]
-    NextToken: Optional[String]
+    TransitGatewayConnects: TransitGatewayConnectList | None
+    NextToken: String | None
 
 
-TransitGatewayMulticastDomainIdStringList = List[TransitGatewayMulticastDomainId]
+TransitGatewayMulticastDomainIdStringList = list[TransitGatewayMulticastDomainId]
 
 
 class DescribeTransitGatewayMulticastDomainsRequest(ServiceRequest):
-    TransitGatewayMulticastDomainIds: Optional[TransitGatewayMulticastDomainIdStringList]
-    Filters: Optional[FilterList]
-    MaxResults: Optional[TransitGatewayMaxResults]
-    NextToken: Optional[String]
-    DryRun: Optional[Boolean]
+    TransitGatewayMulticastDomainIds: TransitGatewayMulticastDomainIdStringList | None
+    Filters: FilterList | None
+    MaxResults: TransitGatewayMaxResults | None
+    NextToken: String | None
+    DryRun: Boolean | None
 
 
-TransitGatewayMulticastDomainList = List[TransitGatewayMulticastDomain]
+TransitGatewayMulticastDomainList = list[TransitGatewayMulticastDomain]
 
 
 class DescribeTransitGatewayMulticastDomainsResult(TypedDict, total=False):
-    TransitGatewayMulticastDomains: Optional[TransitGatewayMulticastDomainList]
-    NextToken: Optional[String]
+    TransitGatewayMulticastDomains: TransitGatewayMulticastDomainList | None
+    NextToken: String | None
 
 
 class DescribeTransitGatewayPeeringAttachmentsRequest(ServiceRequest):
-    TransitGatewayAttachmentIds: Optional[TransitGatewayAttachmentIdStringList]
-    Filters: Optional[FilterList]
-    MaxResults: Optional[TransitGatewayMaxResults]
-    NextToken: Optional[String]
-    DryRun: Optional[Boolean]
+    TransitGatewayAttachmentIds: TransitGatewayAttachmentIdStringList | None
+    Filters: FilterList | None
+    MaxResults: TransitGatewayMaxResults | None
+    NextToken: String | None
+    DryRun: Boolean | None
 
 
-TransitGatewayPeeringAttachmentList = List[TransitGatewayPeeringAttachment]
+TransitGatewayPeeringAttachmentList = list[TransitGatewayPeeringAttachment]
 
 
 class DescribeTransitGatewayPeeringAttachmentsResult(TypedDict, total=False):
-    TransitGatewayPeeringAttachments: Optional[TransitGatewayPeeringAttachmentList]
-    NextToken: Optional[String]
+    TransitGatewayPeeringAttachments: TransitGatewayPeeringAttachmentList | None
+    NextToken: String | None
 
 
-TransitGatewayPolicyTableIdStringList = List[TransitGatewayPolicyTableId]
+TransitGatewayPolicyTableIdStringList = list[TransitGatewayPolicyTableId]
 
 
 class DescribeTransitGatewayPolicyTablesRequest(ServiceRequest):
-    TransitGatewayPolicyTableIds: Optional[TransitGatewayPolicyTableIdStringList]
-    Filters: Optional[FilterList]
-    MaxResults: Optional[TransitGatewayMaxResults]
-    NextToken: Optional[String]
-    DryRun: Optional[Boolean]
+    TransitGatewayPolicyTableIds: TransitGatewayPolicyTableIdStringList | None
+    Filters: FilterList | None
+    MaxResults: TransitGatewayMaxResults | None
+    NextToken: String | None
+    DryRun: Boolean | None
 
 
-TransitGatewayPolicyTableList = List[TransitGatewayPolicyTable]
+TransitGatewayPolicyTableList = list[TransitGatewayPolicyTable]
 
 
 class DescribeTransitGatewayPolicyTablesResult(TypedDict, total=False):
-    TransitGatewayPolicyTables: Optional[TransitGatewayPolicyTableList]
-    NextToken: Optional[String]
+    TransitGatewayPolicyTables: TransitGatewayPolicyTableList | None
+    NextToken: String | None
 
 
-TransitGatewayRouteTableAnnouncementIdStringList = List[TransitGatewayRouteTableAnnouncementId]
+TransitGatewayRouteTableAnnouncementIdStringList = list[TransitGatewayRouteTableAnnouncementId]
 
 
 class DescribeTransitGatewayRouteTableAnnouncementsRequest(ServiceRequest):
-    TransitGatewayRouteTableAnnouncementIds: Optional[
-        TransitGatewayRouteTableAnnouncementIdStringList
-    ]
-    Filters: Optional[FilterList]
-    MaxResults: Optional[TransitGatewayMaxResults]
-    NextToken: Optional[String]
-    DryRun: Optional[Boolean]
+    TransitGatewayRouteTableAnnouncementIds: TransitGatewayRouteTableAnnouncementIdStringList | None
+    Filters: FilterList | None
+    MaxResults: TransitGatewayMaxResults | None
+    NextToken: String | None
+    DryRun: Boolean | None
 
 
-TransitGatewayRouteTableAnnouncementList = List[TransitGatewayRouteTableAnnouncement]
+TransitGatewayRouteTableAnnouncementList = list[TransitGatewayRouteTableAnnouncement]
 
 
 class DescribeTransitGatewayRouteTableAnnouncementsResult(TypedDict, total=False):
-    TransitGatewayRouteTableAnnouncements: Optional[TransitGatewayRouteTableAnnouncementList]
-    NextToken: Optional[String]
+    TransitGatewayRouteTableAnnouncements: TransitGatewayRouteTableAnnouncementList | None
+    NextToken: String | None
 
 
-TransitGatewayRouteTableIdStringList = List[TransitGatewayRouteTableId]
+TransitGatewayRouteTableIdStringList = list[TransitGatewayRouteTableId]
 
 
 class DescribeTransitGatewayRouteTablesRequest(ServiceRequest):
-    TransitGatewayRouteTableIds: Optional[TransitGatewayRouteTableIdStringList]
-    Filters: Optional[FilterList]
-    MaxResults: Optional[TransitGatewayMaxResults]
-    NextToken: Optional[String]
-    DryRun: Optional[Boolean]
+    TransitGatewayRouteTableIds: TransitGatewayRouteTableIdStringList | None
+    Filters: FilterList | None
+    MaxResults: TransitGatewayMaxResults | None
+    NextToken: String | None
+    DryRun: Boolean | None
 
 
-TransitGatewayRouteTableList = List[TransitGatewayRouteTable]
+TransitGatewayRouteTableList = list[TransitGatewayRouteTable]
 
 
 class DescribeTransitGatewayRouteTablesResult(TypedDict, total=False):
-    TransitGatewayRouteTables: Optional[TransitGatewayRouteTableList]
-    NextToken: Optional[String]
+    TransitGatewayRouteTables: TransitGatewayRouteTableList | None
+    NextToken: String | None
 
 
 class DescribeTransitGatewayVpcAttachmentsRequest(ServiceRequest):
-    TransitGatewayAttachmentIds: Optional[TransitGatewayAttachmentIdStringList]
-    Filters: Optional[FilterList]
-    MaxResults: Optional[TransitGatewayMaxResults]
-    NextToken: Optional[String]
-    DryRun: Optional[Boolean]
+    TransitGatewayAttachmentIds: TransitGatewayAttachmentIdStringList | None
+    Filters: FilterList | None
+    MaxResults: TransitGatewayMaxResults | None
+    NextToken: String | None
+    DryRun: Boolean | None
 
 
-TransitGatewayVpcAttachmentList = List[TransitGatewayVpcAttachment]
+TransitGatewayVpcAttachmentList = list[TransitGatewayVpcAttachment]
 
 
 class DescribeTransitGatewayVpcAttachmentsResult(TypedDict, total=False):
-    TransitGatewayVpcAttachments: Optional[TransitGatewayVpcAttachmentList]
-    NextToken: Optional[String]
+    TransitGatewayVpcAttachments: TransitGatewayVpcAttachmentList | None
+    NextToken: String | None
 
 
-TransitGatewayIdStringList = List[TransitGatewayId]
+TransitGatewayIdStringList = list[TransitGatewayId]
 
 
 class DescribeTransitGatewaysRequest(ServiceRequest):
-    TransitGatewayIds: Optional[TransitGatewayIdStringList]
-    Filters: Optional[FilterList]
-    MaxResults: Optional[TransitGatewayMaxResults]
-    NextToken: Optional[String]
-    DryRun: Optional[Boolean]
+    TransitGatewayIds: TransitGatewayIdStringList | None
+    Filters: FilterList | None
+    MaxResults: TransitGatewayMaxResults | None
+    NextToken: String | None
+    DryRun: Boolean | None
 
 
-TransitGatewayList = List[TransitGateway]
+TransitGatewayList = list[TransitGateway]
 
 
 class DescribeTransitGatewaysResult(TypedDict, total=False):
-    TransitGateways: Optional[TransitGatewayList]
-    NextToken: Optional[String]
+    TransitGateways: TransitGatewayList | None
+    NextToken: String | None
 
 
-TrunkInterfaceAssociationIdList = List[TrunkInterfaceAssociationId]
+TrunkInterfaceAssociationIdList = list[TrunkInterfaceAssociationId]
 
 
 class DescribeTrunkInterfaceAssociationsRequest(ServiceRequest):
-    AssociationIds: Optional[TrunkInterfaceAssociationIdList]
-    DryRun: Optional[Boolean]
-    Filters: Optional[FilterList]
-    NextToken: Optional[String]
-    MaxResults: Optional[DescribeTrunkInterfaceAssociationsMaxResults]
+    AssociationIds: TrunkInterfaceAssociationIdList | None
+    DryRun: Boolean | None
+    Filters: FilterList | None
+    NextToken: String | None
+    MaxResults: DescribeTrunkInterfaceAssociationsMaxResults | None
 
 
-TrunkInterfaceAssociationList = List[TrunkInterfaceAssociation]
+TrunkInterfaceAssociationList = list[TrunkInterfaceAssociation]
 
 
 class DescribeTrunkInterfaceAssociationsResult(TypedDict, total=False):
-    InterfaceAssociations: Optional[TrunkInterfaceAssociationList]
-    NextToken: Optional[String]
+    InterfaceAssociations: TrunkInterfaceAssociationList | None
+    NextToken: String | None
 
 
-VerifiedAccessEndpointIdList = List[VerifiedAccessEndpointId]
+VerifiedAccessEndpointIdList = list[VerifiedAccessEndpointId]
 
 
 class DescribeVerifiedAccessEndpointsRequest(ServiceRequest):
-    VerifiedAccessEndpointIds: Optional[VerifiedAccessEndpointIdList]
-    VerifiedAccessInstanceId: Optional[VerifiedAccessInstanceId]
-    VerifiedAccessGroupId: Optional[VerifiedAccessGroupId]
-    MaxResults: Optional[DescribeVerifiedAccessEndpointsMaxResults]
-    NextToken: Optional[NextToken]
-    Filters: Optional[FilterList]
-    DryRun: Optional[Boolean]
+    VerifiedAccessEndpointIds: VerifiedAccessEndpointIdList | None
+    VerifiedAccessInstanceId: VerifiedAccessInstanceId | None
+    VerifiedAccessGroupId: VerifiedAccessGroupId | None
+    MaxResults: DescribeVerifiedAccessEndpointsMaxResults | None
+    NextToken: NextToken | None
+    Filters: FilterList | None
+    DryRun: Boolean | None
 
 
-VerifiedAccessEndpointList = List[VerifiedAccessEndpoint]
+VerifiedAccessEndpointList = list[VerifiedAccessEndpoint]
 
 
 class DescribeVerifiedAccessEndpointsResult(TypedDict, total=False):
-    VerifiedAccessEndpoints: Optional[VerifiedAccessEndpointList]
-    NextToken: Optional[NextToken]
+    VerifiedAccessEndpoints: VerifiedAccessEndpointList | None
+    NextToken: NextToken | None
 
 
-VerifiedAccessGroupIdList = List[VerifiedAccessGroupId]
+VerifiedAccessGroupIdList = list[VerifiedAccessGroupId]
 
 
 class DescribeVerifiedAccessGroupsRequest(ServiceRequest):
-    VerifiedAccessGroupIds: Optional[VerifiedAccessGroupIdList]
-    VerifiedAccessInstanceId: Optional[VerifiedAccessInstanceId]
-    MaxResults: Optional[DescribeVerifiedAccessGroupMaxResults]
-    NextToken: Optional[NextToken]
-    Filters: Optional[FilterList]
-    DryRun: Optional[Boolean]
+    VerifiedAccessGroupIds: VerifiedAccessGroupIdList | None
+    VerifiedAccessInstanceId: VerifiedAccessInstanceId | None
+    MaxResults: DescribeVerifiedAccessGroupMaxResults | None
+    NextToken: NextToken | None
+    Filters: FilterList | None
+    DryRun: Boolean | None
 
 
-VerifiedAccessGroupList = List[VerifiedAccessGroup]
+VerifiedAccessGroupList = list[VerifiedAccessGroup]
 
 
 class DescribeVerifiedAccessGroupsResult(TypedDict, total=False):
-    VerifiedAccessGroups: Optional[VerifiedAccessGroupList]
-    NextToken: Optional[NextToken]
+    VerifiedAccessGroups: VerifiedAccessGroupList | None
+    NextToken: NextToken | None
 
 
-VerifiedAccessInstanceIdList = List[VerifiedAccessInstanceId]
+VerifiedAccessInstanceIdList = list[VerifiedAccessInstanceId]
 
 
 class DescribeVerifiedAccessInstanceLoggingConfigurationsRequest(ServiceRequest):
-    VerifiedAccessInstanceIds: Optional[VerifiedAccessInstanceIdList]
-    MaxResults: Optional[DescribeVerifiedAccessInstanceLoggingConfigurationsMaxResults]
-    NextToken: Optional[NextToken]
-    Filters: Optional[FilterList]
-    DryRun: Optional[Boolean]
+    VerifiedAccessInstanceIds: VerifiedAccessInstanceIdList | None
+    MaxResults: DescribeVerifiedAccessInstanceLoggingConfigurationsMaxResults | None
+    NextToken: NextToken | None
+    Filters: FilterList | None
+    DryRun: Boolean | None
 
 
 class VerifiedAccessLogDeliveryStatus(TypedDict, total=False):
-    Code: Optional[VerifiedAccessLogDeliveryStatusCode]
-    Message: Optional[String]
+    Code: VerifiedAccessLogDeliveryStatusCode | None
+    Message: String | None
 
 
 class VerifiedAccessLogKinesisDataFirehoseDestination(TypedDict, total=False):
-    Enabled: Optional[Boolean]
-    DeliveryStatus: Optional[VerifiedAccessLogDeliveryStatus]
-    DeliveryStream: Optional[String]
+    Enabled: Boolean | None
+    DeliveryStatus: VerifiedAccessLogDeliveryStatus | None
+    DeliveryStream: String | None
 
 
 class VerifiedAccessLogCloudWatchLogsDestination(TypedDict, total=False):
-    Enabled: Optional[Boolean]
-    DeliveryStatus: Optional[VerifiedAccessLogDeliveryStatus]
-    LogGroup: Optional[String]
+    Enabled: Boolean | None
+    DeliveryStatus: VerifiedAccessLogDeliveryStatus | None
+    LogGroup: String | None
 
 
 class VerifiedAccessLogS3Destination(TypedDict, total=False):
-    Enabled: Optional[Boolean]
-    DeliveryStatus: Optional[VerifiedAccessLogDeliveryStatus]
-    BucketName: Optional[String]
-    Prefix: Optional[String]
-    BucketOwner: Optional[String]
+    Enabled: Boolean | None
+    DeliveryStatus: VerifiedAccessLogDeliveryStatus | None
+    BucketName: String | None
+    Prefix: String | None
+    BucketOwner: String | None
 
 
 class VerifiedAccessLogs(TypedDict, total=False):
-    S3: Optional[VerifiedAccessLogS3Destination]
-    CloudWatchLogs: Optional[VerifiedAccessLogCloudWatchLogsDestination]
-    KinesisDataFirehose: Optional[VerifiedAccessLogKinesisDataFirehoseDestination]
-    LogVersion: Optional[String]
-    IncludeTrustContext: Optional[Boolean]
+    S3: VerifiedAccessLogS3Destination | None
+    CloudWatchLogs: VerifiedAccessLogCloudWatchLogsDestination | None
+    KinesisDataFirehose: VerifiedAccessLogKinesisDataFirehoseDestination | None
+    LogVersion: String | None
+    IncludeTrustContext: Boolean | None
 
 
 class VerifiedAccessInstanceLoggingConfiguration(TypedDict, total=False):
-    VerifiedAccessInstanceId: Optional[String]
-    AccessLogs: Optional[VerifiedAccessLogs]
+    VerifiedAccessInstanceId: String | None
+    AccessLogs: VerifiedAccessLogs | None
 
 
-VerifiedAccessInstanceLoggingConfigurationList = List[VerifiedAccessInstanceLoggingConfiguration]
+VerifiedAccessInstanceLoggingConfigurationList = list[VerifiedAccessInstanceLoggingConfiguration]
 
 
 class DescribeVerifiedAccessInstanceLoggingConfigurationsResult(TypedDict, total=False):
-    LoggingConfigurations: Optional[VerifiedAccessInstanceLoggingConfigurationList]
-    NextToken: Optional[NextToken]
+    LoggingConfigurations: VerifiedAccessInstanceLoggingConfigurationList | None
+    NextToken: NextToken | None
 
 
 class DescribeVerifiedAccessInstancesRequest(ServiceRequest):
-    VerifiedAccessInstanceIds: Optional[VerifiedAccessInstanceIdList]
-    MaxResults: Optional[DescribeVerifiedAccessInstancesMaxResults]
-    NextToken: Optional[NextToken]
-    Filters: Optional[FilterList]
-    DryRun: Optional[Boolean]
+    VerifiedAccessInstanceIds: VerifiedAccessInstanceIdList | None
+    MaxResults: DescribeVerifiedAccessInstancesMaxResults | None
+    NextToken: NextToken | None
+    Filters: FilterList | None
+    DryRun: Boolean | None
 
 
-VerifiedAccessInstanceList = List[VerifiedAccessInstance]
+VerifiedAccessInstanceList = list[VerifiedAccessInstance]
 
 
 class DescribeVerifiedAccessInstancesResult(TypedDict, total=False):
-    VerifiedAccessInstances: Optional[VerifiedAccessInstanceList]
-    NextToken: Optional[NextToken]
+    VerifiedAccessInstances: VerifiedAccessInstanceList | None
+    NextToken: NextToken | None
 
 
-VerifiedAccessTrustProviderIdList = List[VerifiedAccessTrustProviderId]
+VerifiedAccessTrustProviderIdList = list[VerifiedAccessTrustProviderId]
 
 
 class DescribeVerifiedAccessTrustProvidersRequest(ServiceRequest):
-    VerifiedAccessTrustProviderIds: Optional[VerifiedAccessTrustProviderIdList]
-    MaxResults: Optional[DescribeVerifiedAccessTrustProvidersMaxResults]
-    NextToken: Optional[NextToken]
-    Filters: Optional[FilterList]
-    DryRun: Optional[Boolean]
+    VerifiedAccessTrustProviderIds: VerifiedAccessTrustProviderIdList | None
+    MaxResults: DescribeVerifiedAccessTrustProvidersMaxResults | None
+    NextToken: NextToken | None
+    Filters: FilterList | None
+    DryRun: Boolean | None
 
 
-VerifiedAccessTrustProviderList = List[VerifiedAccessTrustProvider]
+VerifiedAccessTrustProviderList = list[VerifiedAccessTrustProvider]
 
 
 class DescribeVerifiedAccessTrustProvidersResult(TypedDict, total=False):
-    VerifiedAccessTrustProviders: Optional[VerifiedAccessTrustProviderList]
-    NextToken: Optional[NextToken]
+    VerifiedAccessTrustProviders: VerifiedAccessTrustProviderList | None
+    NextToken: NextToken | None
 
 
 class DescribeVolumeAttributeRequest(ServiceRequest):
     Attribute: VolumeAttributeName
     VolumeId: VolumeId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class DescribeVolumeAttributeResult(TypedDict, total=False):
-    AutoEnableIO: Optional[AttributeBooleanValue]
-    ProductCodes: Optional[ProductCodeList]
-    VolumeId: Optional[String]
+    AutoEnableIO: AttributeBooleanValue | None
+    ProductCodes: ProductCodeList | None
+    VolumeId: String | None
 
 
 class DescribeVolumeStatusRequest(ServiceRequest):
-    MaxResults: Optional[Integer]
-    NextToken: Optional[String]
-    VolumeIds: Optional[VolumeIdStringList]
-    DryRun: Optional[Boolean]
-    Filters: Optional[FilterList]
+    MaxResults: Integer | None
+    NextToken: String | None
+    VolumeIds: VolumeIdStringList | None
+    DryRun: Boolean | None
+    Filters: FilterList | None
 
 
 class InitializationStatusDetails(TypedDict, total=False):
-    InitializationType: Optional[InitializationType]
-    Progress: Optional[Long]
-    EstimatedTimeToCompleteInSeconds: Optional[Long]
+    InitializationType: InitializationType | None
+    Progress: Long | None
+    EstimatedTimeToCompleteInSeconds: Long | None
 
 
 class VolumeStatusAttachmentStatus(TypedDict, total=False):
-    IoPerformance: Optional[String]
-    InstanceId: Optional[String]
+    IoPerformance: String | None
+    InstanceId: String | None
 
 
-VolumeStatusAttachmentStatusList = List[VolumeStatusAttachmentStatus]
+VolumeStatusAttachmentStatusList = list[VolumeStatusAttachmentStatus]
 
 
 class VolumeStatusDetails(TypedDict, total=False):
-    Name: Optional[VolumeStatusName]
-    Status: Optional[String]
+    Name: VolumeStatusName | None
+    Status: String | None
 
 
-VolumeStatusDetailsList = List[VolumeStatusDetails]
+VolumeStatusDetailsList = list[VolumeStatusDetails]
 
 
 class VolumeStatusInfo(TypedDict, total=False):
-    Details: Optional[VolumeStatusDetailsList]
-    Status: Optional[VolumeStatusInfoStatus]
+    Details: VolumeStatusDetailsList | None
+    Status: VolumeStatusInfoStatus | None
 
 
 class VolumeStatusEvent(TypedDict, total=False):
-    Description: Optional[String]
-    EventId: Optional[String]
-    EventType: Optional[String]
-    NotAfter: Optional[MillisecondDateTime]
-    NotBefore: Optional[MillisecondDateTime]
-    InstanceId: Optional[String]
+    Description: String | None
+    EventId: String | None
+    EventType: String | None
+    NotAfter: MillisecondDateTime | None
+    NotBefore: MillisecondDateTime | None
+    InstanceId: String | None
 
 
-VolumeStatusEventsList = List[VolumeStatusEvent]
+VolumeStatusEventsList = list[VolumeStatusEvent]
 
 
 class VolumeStatusAction(TypedDict, total=False):
-    Code: Optional[String]
-    Description: Optional[String]
-    EventId: Optional[String]
-    EventType: Optional[String]
+    Code: String | None
+    Description: String | None
+    EventId: String | None
+    EventType: String | None
 
 
-VolumeStatusActionsList = List[VolumeStatusAction]
+VolumeStatusActionsList = list[VolumeStatusAction]
 
 
 class VolumeStatusItem(TypedDict, total=False):
-    Actions: Optional[VolumeStatusActionsList]
-    AvailabilityZone: Optional[String]
-    OutpostArn: Optional[String]
-    Events: Optional[VolumeStatusEventsList]
-    VolumeId: Optional[String]
-    VolumeStatus: Optional[VolumeStatusInfo]
-    AttachmentStatuses: Optional[VolumeStatusAttachmentStatusList]
-    InitializationStatusDetails: Optional[InitializationStatusDetails]
-    AvailabilityZoneId: Optional[String]
+    Actions: VolumeStatusActionsList | None
+    AvailabilityZone: String | None
+    OutpostArn: String | None
+    Events: VolumeStatusEventsList | None
+    VolumeId: String | None
+    VolumeStatus: VolumeStatusInfo | None
+    AttachmentStatuses: VolumeStatusAttachmentStatusList | None
+    InitializationStatusDetails: InitializationStatusDetails | None
+    AvailabilityZoneId: String | None
 
 
-VolumeStatusList = List[VolumeStatusItem]
+VolumeStatusList = list[VolumeStatusItem]
 
 
 class DescribeVolumeStatusResult(TypedDict, total=False):
-    NextToken: Optional[String]
-    VolumeStatuses: Optional[VolumeStatusList]
+    NextToken: String | None
+    VolumeStatuses: VolumeStatusList | None
 
 
 class DescribeVolumesModificationsRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    VolumeIds: Optional[VolumeIdStringList]
-    Filters: Optional[FilterList]
-    NextToken: Optional[String]
-    MaxResults: Optional[Integer]
+    DryRun: Boolean | None
+    VolumeIds: VolumeIdStringList | None
+    Filters: FilterList | None
+    NextToken: String | None
+    MaxResults: Integer | None
 
 
 class VolumeModification(TypedDict, total=False):
-    VolumeId: Optional[String]
-    ModificationState: Optional[VolumeModificationState]
-    StatusMessage: Optional[String]
-    TargetSize: Optional[Integer]
-    TargetIops: Optional[Integer]
-    TargetVolumeType: Optional[VolumeType]
-    TargetThroughput: Optional[Integer]
-    TargetMultiAttachEnabled: Optional[Boolean]
-    OriginalSize: Optional[Integer]
-    OriginalIops: Optional[Integer]
-    OriginalVolumeType: Optional[VolumeType]
-    OriginalThroughput: Optional[Integer]
-    OriginalMultiAttachEnabled: Optional[Boolean]
-    Progress: Optional[Long]
-    StartTime: Optional[DateTime]
-    EndTime: Optional[DateTime]
-
-
-VolumeModificationList = List[VolumeModification]
+    VolumeId: String | None
+    ModificationState: VolumeModificationState | None
+    StatusMessage: String | None
+    TargetSize: Integer | None
+    TargetIops: Integer | None
+    TargetVolumeType: VolumeType | None
+    TargetThroughput: Integer | None
+    TargetMultiAttachEnabled: Boolean | None
+    OriginalSize: Integer | None
+    OriginalIops: Integer | None
+    OriginalVolumeType: VolumeType | None
+    OriginalThroughput: Integer | None
+    OriginalMultiAttachEnabled: Boolean | None
+    Progress: Long | None
+    StartTime: DateTime | None
+    EndTime: DateTime | None
+
+
+VolumeModificationList = list[VolumeModification]
 
 
 class DescribeVolumesModificationsResult(TypedDict, total=False):
-    NextToken: Optional[String]
-    VolumesModifications: Optional[VolumeModificationList]
+    NextToken: String | None
+    VolumesModifications: VolumeModificationList | None
 
 
 class DescribeVolumesRequest(ServiceRequest):
-    VolumeIds: Optional[VolumeIdStringList]
-    DryRun: Optional[Boolean]
-    Filters: Optional[FilterList]
-    NextToken: Optional[String]
-    MaxResults: Optional[Integer]
+    VolumeIds: VolumeIdStringList | None
+    DryRun: Boolean | None
+    Filters: FilterList | None
+    NextToken: String | None
+    MaxResults: Integer | None
 
 
 class DescribeVolumesResult(TypedDict, total=False):
-    NextToken: Optional[String]
-    Volumes: Optional[VolumeList]
+    NextToken: String | None
+    Volumes: VolumeList | None
 
 
 class DescribeVpcAttributeRequest(ServiceRequest):
     Attribute: VpcAttributeName
     VpcId: VpcId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class DescribeVpcAttributeResult(TypedDict, total=False):
-    EnableDnsHostnames: Optional[AttributeBooleanValue]
-    EnableDnsSupport: Optional[AttributeBooleanValue]
-    EnableNetworkAddressUsageMetrics: Optional[AttributeBooleanValue]
-    VpcId: Optional[String]
+    EnableDnsHostnames: AttributeBooleanValue | None
+    EnableDnsSupport: AttributeBooleanValue | None
+    EnableNetworkAddressUsageMetrics: AttributeBooleanValue | None
+    VpcId: String | None
 
 
-VpcBlockPublicAccessExclusionIdList = List[VpcBlockPublicAccessExclusionId]
+VpcBlockPublicAccessExclusionIdList = list[VpcBlockPublicAccessExclusionId]
 
 
 class DescribeVpcBlockPublicAccessExclusionsRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    Filters: Optional[FilterList]
-    ExclusionIds: Optional[VpcBlockPublicAccessExclusionIdList]
-    NextToken: Optional[String]
-    MaxResults: Optional[DescribeVpcBlockPublicAccessExclusionsMaxResults]
+    DryRun: Boolean | None
+    Filters: FilterList | None
+    ExclusionIds: VpcBlockPublicAccessExclusionIdList | None
+    NextToken: String | None
+    MaxResults: DescribeVpcBlockPublicAccessExclusionsMaxResults | None
 
 
-VpcBlockPublicAccessExclusionList = List[VpcBlockPublicAccessExclusion]
+VpcBlockPublicAccessExclusionList = list[VpcBlockPublicAccessExclusion]
 
 
 class DescribeVpcBlockPublicAccessExclusionsResult(TypedDict, total=False):
-    VpcBlockPublicAccessExclusions: Optional[VpcBlockPublicAccessExclusionList]
-    NextToken: Optional[String]
+    VpcBlockPublicAccessExclusions: VpcBlockPublicAccessExclusionList | None
+    NextToken: String | None
 
 
 class DescribeVpcBlockPublicAccessOptionsRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class VpcBlockPublicAccessOptions(TypedDict, total=False):
-    AwsAccountId: Optional[String]
-    AwsRegion: Optional[String]
-    State: Optional[VpcBlockPublicAccessState]
-    InternetGatewayBlockMode: Optional[InternetGatewayBlockMode]
-    Reason: Optional[String]
-    LastUpdateTimestamp: Optional[MillisecondDateTime]
-    ManagedBy: Optional[ManagedBy]
-    ExclusionsAllowed: Optional[VpcBlockPublicAccessExclusionsAllowed]
+    AwsAccountId: String | None
+    AwsRegion: String | None
+    State: VpcBlockPublicAccessState | None
+    InternetGatewayBlockMode: InternetGatewayBlockMode | None
+    Reason: String | None
+    LastUpdateTimestamp: MillisecondDateTime | None
+    ManagedBy: ManagedBy | None
+    ExclusionsAllowed: VpcBlockPublicAccessExclusionsAllowed | None
 
 
 class DescribeVpcBlockPublicAccessOptionsResult(TypedDict, total=False):
-    VpcBlockPublicAccessOptions: Optional[VpcBlockPublicAccessOptions]
+    VpcBlockPublicAccessOptions: VpcBlockPublicAccessOptions | None
 
 
-VpcClassicLinkIdList = List[VpcId]
+VpcClassicLinkIdList = list[VpcId]
 
 
 class DescribeVpcClassicLinkDnsSupportRequest(ServiceRequest):
-    VpcIds: Optional[VpcClassicLinkIdList]
-    MaxResults: Optional[DescribeVpcClassicLinkDnsSupportMaxResults]
-    NextToken: Optional[DescribeVpcClassicLinkDnsSupportNextToken]
+    VpcIds: VpcClassicLinkIdList | None
+    MaxResults: DescribeVpcClassicLinkDnsSupportMaxResults | None
+    NextToken: DescribeVpcClassicLinkDnsSupportNextToken | None
 
 
 class DescribeVpcClassicLinkDnsSupportResult(TypedDict, total=False):
-    NextToken: Optional[DescribeVpcClassicLinkDnsSupportNextToken]
-    Vpcs: Optional[ClassicLinkDnsSupportList]
+    NextToken: DescribeVpcClassicLinkDnsSupportNextToken | None
+    Vpcs: ClassicLinkDnsSupportList | None
 
 
 class DescribeVpcClassicLinkRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    VpcIds: Optional[VpcClassicLinkIdList]
-    Filters: Optional[FilterList]
+    DryRun: Boolean | None
+    VpcIds: VpcClassicLinkIdList | None
+    Filters: FilterList | None
 
 
 class VpcClassicLink(TypedDict, total=False):
-    ClassicLinkEnabled: Optional[Boolean]
-    Tags: Optional[TagList]
-    VpcId: Optional[String]
+    ClassicLinkEnabled: Boolean | None
+    Tags: TagList | None
+    VpcId: String | None
 
 
-VpcClassicLinkList = List[VpcClassicLink]
+VpcClassicLinkList = list[VpcClassicLink]
 
 
 class DescribeVpcClassicLinkResult(TypedDict, total=False):
-    Vpcs: Optional[VpcClassicLinkList]
+    Vpcs: VpcClassicLinkList | None
 
 
 class DescribeVpcEndpointAssociationsRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    VpcEndpointIds: Optional[VpcEndpointIdList]
-    Filters: Optional[FilterList]
-    MaxResults: Optional[maxResults]
-    NextToken: Optional[String]
+    DryRun: Boolean | None
+    VpcEndpointIds: VpcEndpointIdList | None
+    Filters: FilterList | None
+    MaxResults: maxResults | None
+    NextToken: String | None
 
 
 class VpcEndpointAssociation(TypedDict, total=False):
-    Id: Optional[String]
-    VpcEndpointId: Optional[VpcEndpointId]
-    ServiceNetworkArn: Optional[ServiceNetworkArn]
-    ServiceNetworkName: Optional[String]
-    AssociatedResourceAccessibility: Optional[String]
-    FailureReason: Optional[String]
-    FailureCode: Optional[String]
-    DnsEntry: Optional[DnsEntry]
-    PrivateDnsEntry: Optional[DnsEntry]
-    AssociatedResourceArn: Optional[String]
-    ResourceConfigurationGroupArn: Optional[String]
-    Tags: Optional[TagList]
+    Id: String | None
+    VpcEndpointId: VpcEndpointId | None
+    ServiceNetworkArn: ServiceNetworkArn | None
+    ServiceNetworkName: String | None
+    AssociatedResourceAccessibility: String | None
+    FailureReason: String | None
+    FailureCode: String | None
+    DnsEntry: DnsEntry | None
+    PrivateDnsEntry: DnsEntry | None
+    AssociatedResourceArn: String | None
+    ResourceConfigurationGroupArn: String | None
+    Tags: TagList | None
 
 
-VpcEndpointAssociationSet = List[VpcEndpointAssociation]
+VpcEndpointAssociationSet = list[VpcEndpointAssociation]
 
 
 class DescribeVpcEndpointAssociationsResult(TypedDict, total=False):
-    VpcEndpointAssociations: Optional[VpcEndpointAssociationSet]
-    NextToken: Optional[String]
+    VpcEndpointAssociations: VpcEndpointAssociationSet | None
+    NextToken: String | None
 
 
 class DescribeVpcEndpointConnectionNotificationsRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    ConnectionNotificationId: Optional[ConnectionNotificationId]
-    Filters: Optional[FilterList]
-    MaxResults: Optional[Integer]
-    NextToken: Optional[String]
+    DryRun: Boolean | None
+    ConnectionNotificationId: ConnectionNotificationId | None
+    Filters: FilterList | None
+    MaxResults: Integer | None
+    NextToken: String | None
 
 
 class DescribeVpcEndpointConnectionNotificationsResult(TypedDict, total=False):
-    ConnectionNotificationSet: Optional[ConnectionNotificationSet]
-    NextToken: Optional[String]
+    ConnectionNotificationSet: ConnectionNotificationSet | None
+    NextToken: String | None
 
 
 class DescribeVpcEndpointConnectionsRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    Filters: Optional[FilterList]
-    MaxResults: Optional[Integer]
-    NextToken: Optional[String]
+    DryRun: Boolean | None
+    Filters: FilterList | None
+    MaxResults: Integer | None
+    NextToken: String | None
 
 
 class VpcEndpointConnection(TypedDict, total=False):
-    ServiceId: Optional[String]
-    VpcEndpointId: Optional[String]
-    VpcEndpointOwner: Optional[String]
-    VpcEndpointState: Optional[State]
-    CreationTimestamp: Optional[MillisecondDateTime]
-    DnsEntries: Optional[DnsEntrySet]
-    NetworkLoadBalancerArns: Optional[ValueStringList]
-    GatewayLoadBalancerArns: Optional[ValueStringList]
-    IpAddressType: Optional[IpAddressType]
-    VpcEndpointConnectionId: Optional[String]
-    Tags: Optional[TagList]
-    VpcEndpointRegion: Optional[String]
+    ServiceId: String | None
+    VpcEndpointId: String | None
+    VpcEndpointOwner: String | None
+    VpcEndpointState: State | None
+    CreationTimestamp: MillisecondDateTime | None
+    DnsEntries: DnsEntrySet | None
+    NetworkLoadBalancerArns: ValueStringList | None
+    GatewayLoadBalancerArns: ValueStringList | None
+    IpAddressType: IpAddressType | None
+    VpcEndpointConnectionId: String | None
+    Tags: TagList | None
+    VpcEndpointRegion: String | None
 
 
-VpcEndpointConnectionSet = List[VpcEndpointConnection]
+VpcEndpointConnectionSet = list[VpcEndpointConnection]
 
 
 class DescribeVpcEndpointConnectionsResult(TypedDict, total=False):
-    VpcEndpointConnections: Optional[VpcEndpointConnectionSet]
-    NextToken: Optional[String]
+    VpcEndpointConnections: VpcEndpointConnectionSet | None
+    NextToken: String | None
 
 
 class DescribeVpcEndpointServiceConfigurationsRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    ServiceIds: Optional[VpcEndpointServiceIdList]
-    Filters: Optional[FilterList]
-    MaxResults: Optional[Integer]
-    NextToken: Optional[String]
+    DryRun: Boolean | None
+    ServiceIds: VpcEndpointServiceIdList | None
+    Filters: FilterList | None
+    MaxResults: Integer | None
+    NextToken: String | None
 
 
-ServiceConfigurationSet = List[ServiceConfiguration]
+ServiceConfigurationSet = list[ServiceConfiguration]
 
 
 class DescribeVpcEndpointServiceConfigurationsResult(TypedDict, total=False):
-    ServiceConfigurations: Optional[ServiceConfigurationSet]
-    NextToken: Optional[String]
+    ServiceConfigurations: ServiceConfigurationSet | None
+    NextToken: String | None
 
 
 class DescribeVpcEndpointServicePermissionsRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     ServiceId: VpcEndpointServiceId
-    Filters: Optional[FilterList]
-    MaxResults: Optional[Integer]
-    NextToken: Optional[String]
+    Filters: FilterList | None
+    MaxResults: Integer | None
+    NextToken: String | None
 
 
 class DescribeVpcEndpointServicePermissionsResult(TypedDict, total=False):
-    AllowedPrincipals: Optional[AllowedPrincipalSet]
-    NextToken: Optional[String]
+    AllowedPrincipals: AllowedPrincipalSet | None
+    NextToken: String | None
 
 
 class DescribeVpcEndpointServicesRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    ServiceNames: Optional[ValueStringList]
-    Filters: Optional[FilterList]
-    MaxResults: Optional[Integer]
-    NextToken: Optional[String]
-    ServiceRegions: Optional[ValueStringList]
+    DryRun: Boolean | None
+    ServiceNames: ValueStringList | None
+    Filters: FilterList | None
+    MaxResults: Integer | None
+    NextToken: String | None
+    ServiceRegions: ValueStringList | None
 
 
 class PrivateDnsDetails(TypedDict, total=False):
-    PrivateDnsName: Optional[String]
+    PrivateDnsName: String | None
 
 
-PrivateDnsDetailsSet = List[PrivateDnsDetails]
+PrivateDnsDetailsSet = list[PrivateDnsDetails]
 
 
 class ServiceDetail(TypedDict, total=False):
-    ServiceName: Optional[String]
-    ServiceId: Optional[String]
-    ServiceType: Optional[ServiceTypeDetailSet]
-    ServiceRegion: Optional[String]
-    AvailabilityZoneIds: Optional[ValueStringList]
-    AvailabilityZones: Optional[ValueStringList]
-    Owner: Optional[String]
-    BaseEndpointDnsNames: Optional[ValueStringList]
-    PrivateDnsName: Optional[String]
-    PrivateDnsNames: Optional[PrivateDnsDetailsSet]
-    VpcEndpointPolicySupported: Optional[Boolean]
-    AcceptanceRequired: Optional[Boolean]
-    ManagesVpcEndpoints: Optional[Boolean]
-    PayerResponsibility: Optional[PayerResponsibility]
-    Tags: Optional[TagList]
-    PrivateDnsNameVerificationState: Optional[DnsNameState]
-    SupportedIpAddressTypes: Optional[SupportedIpAddressTypes]
-
-
-ServiceDetailSet = List[ServiceDetail]
+    ServiceName: String | None
+    ServiceId: String | None
+    ServiceType: ServiceTypeDetailSet | None
+    ServiceRegion: String | None
+    AvailabilityZoneIds: ValueStringList | None
+    AvailabilityZones: ValueStringList | None
+    Owner: String | None
+    BaseEndpointDnsNames: ValueStringList | None
+    PrivateDnsName: String | None
+    PrivateDnsNames: PrivateDnsDetailsSet | None
+    VpcEndpointPolicySupported: Boolean | None
+    AcceptanceRequired: Boolean | None
+    ManagesVpcEndpoints: Boolean | None
+    PayerResponsibility: PayerResponsibility | None
+    Tags: TagList | None
+    PrivateDnsNameVerificationState: DnsNameState | None
+    SupportedIpAddressTypes: SupportedIpAddressTypes | None
+
+
+ServiceDetailSet = list[ServiceDetail]
 
 
 class DescribeVpcEndpointServicesResult(TypedDict, total=False):
-    ServiceNames: Optional[ValueStringList]
-    ServiceDetails: Optional[ServiceDetailSet]
-    NextToken: Optional[String]
+    ServiceNames: ValueStringList | None
+    ServiceDetails: ServiceDetailSet | None
+    NextToken: String | None
 
 
 class DescribeVpcEndpointsRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    VpcEndpointIds: Optional[VpcEndpointIdList]
-    Filters: Optional[FilterList]
-    MaxResults: Optional[Integer]
-    NextToken: Optional[String]
+    DryRun: Boolean | None
+    VpcEndpointIds: VpcEndpointIdList | None
+    Filters: FilterList | None
+    MaxResults: Integer | None
+    NextToken: String | None
 
 
-VpcEndpointSet = List[VpcEndpoint]
+VpcEndpointSet = list[VpcEndpoint]
 
 
 class DescribeVpcEndpointsResult(TypedDict, total=False):
-    VpcEndpoints: Optional[VpcEndpointSet]
-    NextToken: Optional[String]
+    VpcEndpoints: VpcEndpointSet | None
+    NextToken: String | None
 
 
-VpcPeeringConnectionIdList = List[VpcPeeringConnectionId]
+VpcPeeringConnectionIdList = list[VpcPeeringConnectionId]
 
 
 class DescribeVpcPeeringConnectionsRequest(ServiceRequest):
-    NextToken: Optional[String]
-    MaxResults: Optional[DescribeVpcPeeringConnectionsMaxResults]
-    DryRun: Optional[Boolean]
-    VpcPeeringConnectionIds: Optional[VpcPeeringConnectionIdList]
-    Filters: Optional[FilterList]
+    NextToken: String | None
+    MaxResults: DescribeVpcPeeringConnectionsMaxResults | None
+    DryRun: Boolean | None
+    VpcPeeringConnectionIds: VpcPeeringConnectionIdList | None
+    Filters: FilterList | None
 
 
-VpcPeeringConnectionList = List[VpcPeeringConnection]
+VpcPeeringConnectionList = list[VpcPeeringConnection]
 
 
 class DescribeVpcPeeringConnectionsResult(TypedDict, total=False):
-    VpcPeeringConnections: Optional[VpcPeeringConnectionList]
-    NextToken: Optional[String]
+    VpcPeeringConnections: VpcPeeringConnectionList | None
+    NextToken: String | None
 
 
-VpcIdStringList = List[VpcId]
+VpcIdStringList = list[VpcId]
 
 
 class DescribeVpcsRequest(ServiceRequest):
-    Filters: Optional[FilterList]
-    VpcIds: Optional[VpcIdStringList]
-    NextToken: Optional[String]
-    MaxResults: Optional[DescribeVpcsMaxResults]
-    DryRun: Optional[Boolean]
+    Filters: FilterList | None
+    VpcIds: VpcIdStringList | None
+    NextToken: String | None
+    MaxResults: DescribeVpcsMaxResults | None
+    DryRun: Boolean | None
 
 
-VpcList = List[Vpc]
+VpcList = list[Vpc]
 
 
 class DescribeVpcsResult(TypedDict, total=False):
-    NextToken: Optional[String]
-    Vpcs: Optional[VpcList]
+    NextToken: String | None
+    Vpcs: VpcList | None
 
 
-VpnConnectionIdStringList = List[VpnConnectionId]
+VpnConnectionIdStringList = list[VpnConnectionId]
 
 
 class DescribeVpnConnectionsRequest(ServiceRequest):
-    Filters: Optional[FilterList]
-    VpnConnectionIds: Optional[VpnConnectionIdStringList]
-    DryRun: Optional[Boolean]
+    Filters: FilterList | None
+    VpnConnectionIds: VpnConnectionIdStringList | None
+    DryRun: Boolean | None
 
 
-VpnConnectionList = List[VpnConnection]
+VpnConnectionList = list[VpnConnection]
 
 
 class DescribeVpnConnectionsResult(TypedDict, total=False):
-    VpnConnections: Optional[VpnConnectionList]
+    VpnConnections: VpnConnectionList | None
 
 
-VpnGatewayIdStringList = List[VpnGatewayId]
+VpnGatewayIdStringList = list[VpnGatewayId]
 
 
 class DescribeVpnGatewaysRequest(ServiceRequest):
-    Filters: Optional[FilterList]
-    VpnGatewayIds: Optional[VpnGatewayIdStringList]
-    DryRun: Optional[Boolean]
+    Filters: FilterList | None
+    VpnGatewayIds: VpnGatewayIdStringList | None
+    DryRun: Boolean | None
 
 
-VpnGatewayList = List[VpnGateway]
+VpnGatewayList = list[VpnGateway]
 
 
 class DescribeVpnGatewaysResult(TypedDict, total=False):
-    VpnGateways: Optional[VpnGatewayList]
+    VpnGateways: VpnGatewayList | None
 
 
 class DetachClassicLinkVpcRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     InstanceId: InstanceId
     VpcId: VpcId
 
 
 class DetachClassicLinkVpcResult(TypedDict, total=False):
-    Return: Optional[Boolean]
+    Return: Boolean | None
 
 
 class DetachInternetGatewayRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     InternetGatewayId: InternetGatewayId
     VpcId: VpcId
 
 
 class DetachNetworkInterfaceRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     AttachmentId: NetworkInterfaceAttachmentId
-    Force: Optional[Boolean]
+    Force: Boolean | None
 
 
 class DetachVerifiedAccessTrustProviderRequest(ServiceRequest):
     VerifiedAccessInstanceId: VerifiedAccessInstanceId
     VerifiedAccessTrustProviderId: VerifiedAccessTrustProviderId
-    ClientToken: Optional[String]
-    DryRun: Optional[Boolean]
+    ClientToken: String | None
+    DryRun: Boolean | None
 
 
 class DetachVerifiedAccessTrustProviderResult(TypedDict, total=False):
-    VerifiedAccessTrustProvider: Optional[VerifiedAccessTrustProvider]
-    VerifiedAccessInstance: Optional[VerifiedAccessInstance]
+    VerifiedAccessTrustProvider: VerifiedAccessTrustProvider | None
+    VerifiedAccessInstance: VerifiedAccessInstance | None
 
 
 class DetachVolumeRequest(ServiceRequest):
-    Device: Optional[String]
-    Force: Optional[Boolean]
-    InstanceId: Optional[InstanceIdForResolver]
+    Device: String | None
+    Force: Boolean | None
+    InstanceId: InstanceIdForResolver | None
     VolumeId: VolumeIdWithResolver
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class DetachVpnGatewayRequest(ServiceRequest):
     VpcId: VpcId
     VpnGatewayId: VpnGatewayId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
-DeviceTrustProviderTypeList = List[DeviceTrustProviderType]
+DeviceTrustProviderTypeList = list[DeviceTrustProviderType]
 
 
 class DisableAddressTransferRequest(ServiceRequest):
     AllocationId: AllocationId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class DisableAddressTransferResult(TypedDict, total=False):
-    AddressTransfer: Optional[AddressTransfer]
+    AddressTransfer: AddressTransfer | None
 
 
 class DisableAllowedImagesSettingsRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class DisableAllowedImagesSettingsResult(TypedDict, total=False):
-    AllowedImagesSettingsState: Optional[AllowedImagesSettingsDisabledState]
+    AllowedImagesSettingsState: AllowedImagesSettingsDisabledState | None
 
 
 class DisableAwsNetworkPerformanceMetricSubscriptionRequest(ServiceRequest):
-    Source: Optional[String]
-    Destination: Optional[String]
-    Metric: Optional[MetricType]
-    Statistic: Optional[StatisticType]
-    DryRun: Optional[Boolean]
+    Source: String | None
+    Destination: String | None
+    Metric: MetricType | None
+    Statistic: StatisticType | None
+    DryRun: Boolean | None
 
 
 class DisableAwsNetworkPerformanceMetricSubscriptionResult(TypedDict, total=False):
-    Output: Optional[Boolean]
+    Output: Boolean | None
 
 
 class DisableCapacityManagerRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    ClientToken: Optional[String]
+    DryRun: Boolean | None
+    ClientToken: String | None
 
 
 class DisableCapacityManagerResult(TypedDict, total=False):
-    CapacityManagerStatus: Optional[CapacityManagerStatus]
-    OrganizationsAccess: Optional[Boolean]
+    CapacityManagerStatus: CapacityManagerStatus | None
+    OrganizationsAccess: Boolean | None
 
 
 class DisableEbsEncryptionByDefaultRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class DisableEbsEncryptionByDefaultResult(TypedDict, total=False):
-    EbsEncryptionByDefault: Optional[Boolean]
+    EbsEncryptionByDefault: Boolean | None
 
 
 class DisableFastLaunchRequest(ServiceRequest):
     ImageId: ImageId
-    Force: Optional[Boolean]
-    DryRun: Optional[Boolean]
+    Force: Boolean | None
+    DryRun: Boolean | None
 
 
 class DisableFastLaunchResult(TypedDict, total=False):
-    ImageId: Optional[ImageId]
-    ResourceType: Optional[FastLaunchResourceType]
-    SnapshotConfiguration: Optional[FastLaunchSnapshotConfigurationResponse]
-    LaunchTemplate: Optional[FastLaunchLaunchTemplateSpecificationResponse]
-    MaxParallelLaunches: Optional[Integer]
-    OwnerId: Optional[String]
-    State: Optional[FastLaunchStateCode]
-    StateTransitionReason: Optional[String]
-    StateTransitionTime: Optional[MillisecondDateTime]
+    ImageId: ImageId | None
+    ResourceType: FastLaunchResourceType | None
+    SnapshotConfiguration: FastLaunchSnapshotConfigurationResponse | None
+    LaunchTemplate: FastLaunchLaunchTemplateSpecificationResponse | None
+    MaxParallelLaunches: Integer | None
+    OwnerId: String | None
+    State: FastLaunchStateCode | None
+    StateTransitionReason: String | None
+    StateTransitionTime: MillisecondDateTime | None
 
 
 class DisableFastSnapshotRestoreStateError(TypedDict, total=False):
-    Code: Optional[String]
-    Message: Optional[String]
+    Code: String | None
+    Message: String | None
 
 
 class DisableFastSnapshotRestoreStateErrorItem(TypedDict, total=False):
-    AvailabilityZone: Optional[String]
-    Error: Optional[DisableFastSnapshotRestoreStateError]
+    AvailabilityZone: String | None
+    AvailabilityZoneId: String | None
+    Error: DisableFastSnapshotRestoreStateError | None
 
 
-DisableFastSnapshotRestoreStateErrorSet = List[DisableFastSnapshotRestoreStateErrorItem]
+DisableFastSnapshotRestoreStateErrorSet = list[DisableFastSnapshotRestoreStateErrorItem]
 
 
 class DisableFastSnapshotRestoreErrorItem(TypedDict, total=False):
-    SnapshotId: Optional[String]
-    FastSnapshotRestoreStateErrors: Optional[DisableFastSnapshotRestoreStateErrorSet]
+    SnapshotId: String | None
+    FastSnapshotRestoreStateErrors: DisableFastSnapshotRestoreStateErrorSet | None
 
 
-DisableFastSnapshotRestoreErrorSet = List[DisableFastSnapshotRestoreErrorItem]
+DisableFastSnapshotRestoreErrorSet = list[DisableFastSnapshotRestoreErrorItem]
 
 
 class DisableFastSnapshotRestoreSuccessItem(TypedDict, total=False):
-    SnapshotId: Optional[String]
-    AvailabilityZone: Optional[String]
-    State: Optional[FastSnapshotRestoreStateCode]
-    StateTransitionReason: Optional[String]
-    OwnerId: Optional[String]
-    OwnerAlias: Optional[String]
-    EnablingTime: Optional[MillisecondDateTime]
-    OptimizingTime: Optional[MillisecondDateTime]
-    EnabledTime: Optional[MillisecondDateTime]
-    DisablingTime: Optional[MillisecondDateTime]
-    DisabledTime: Optional[MillisecondDateTime]
+    SnapshotId: String | None
+    AvailabilityZone: String | None
+    AvailabilityZoneId: String | None
+    State: FastSnapshotRestoreStateCode | None
+    StateTransitionReason: String | None
+    OwnerId: String | None
+    OwnerAlias: String | None
+    EnablingTime: MillisecondDateTime | None
+    OptimizingTime: MillisecondDateTime | None
+    EnabledTime: MillisecondDateTime | None
+    DisablingTime: MillisecondDateTime | None
+    DisabledTime: MillisecondDateTime | None
 
 
-DisableFastSnapshotRestoreSuccessSet = List[DisableFastSnapshotRestoreSuccessItem]
+DisableFastSnapshotRestoreSuccessSet = list[DisableFastSnapshotRestoreSuccessItem]
 
 
 class DisableFastSnapshotRestoresRequest(ServiceRequest):
-    AvailabilityZones: AvailabilityZoneStringList
+    AvailabilityZones: AvailabilityZoneStringList | None
+    AvailabilityZoneIds: AvailabilityZoneIdStringList | None
     SourceSnapshotIds: SnapshotIdStringList
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class DisableFastSnapshotRestoresResult(TypedDict, total=False):
-    Successful: Optional[DisableFastSnapshotRestoreSuccessSet]
-    Unsuccessful: Optional[DisableFastSnapshotRestoreErrorSet]
+    Successful: DisableFastSnapshotRestoreSuccessSet | None
+    Unsuccessful: DisableFastSnapshotRestoreErrorSet | None
 
 
 class DisableImageBlockPublicAccessRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class DisableImageBlockPublicAccessResult(TypedDict, total=False):
-    ImageBlockPublicAccessState: Optional[ImageBlockPublicAccessDisabledState]
+    ImageBlockPublicAccessState: ImageBlockPublicAccessDisabledState | None
 
 
 class DisableImageDeprecationRequest(ServiceRequest):
     ImageId: ImageId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class DisableImageDeprecationResult(TypedDict, total=False):
-    Return: Optional[Boolean]
+    Return: Boolean | None
 
 
 class DisableImageDeregistrationProtectionRequest(ServiceRequest):
     ImageId: ImageId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class DisableImageDeregistrationProtectionResult(TypedDict, total=False):
-    Return: Optional[String]
+    Return: String | None
 
 
 class DisableImageRequest(ServiceRequest):
     ImageId: ImageId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class DisableImageResult(TypedDict, total=False):
-    Return: Optional[Boolean]
+    Return: Boolean | None
 
 
 class DisableIpamOrganizationAdminAccountRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     DelegatedAdminAccountId: String
 
 
 class DisableIpamOrganizationAdminAccountResult(TypedDict, total=False):
-    Success: Optional[Boolean]
+    Success: Boolean | None
 
 
 class DisableRouteServerPropagationRequest(ServiceRequest):
     RouteServerId: RouteServerId
     RouteTableId: RouteTableId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class RouteServerPropagation(TypedDict, total=False):
-    RouteServerId: Optional[RouteServerId]
-    RouteTableId: Optional[RouteTableId]
-    State: Optional[RouteServerPropagationState]
+    RouteServerId: RouteServerId | None
+    RouteTableId: RouteTableId | None
+    State: RouteServerPropagationState | None
 
 
 class DisableRouteServerPropagationResult(TypedDict, total=False):
-    RouteServerPropagation: Optional[RouteServerPropagation]
+    RouteServerPropagation: RouteServerPropagation | None
 
 
 class DisableSerialConsoleAccessRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class DisableSerialConsoleAccessResult(TypedDict, total=False):
-    SerialConsoleAccessEnabled: Optional[Boolean]
+    SerialConsoleAccessEnabled: Boolean | None
 
 
 class DisableSnapshotBlockPublicAccessRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class DisableSnapshotBlockPublicAccessResult(TypedDict, total=False):
-    State: Optional[SnapshotBlockPublicAccessState]
+    State: SnapshotBlockPublicAccessState | None
 
 
 class DisableTransitGatewayRouteTablePropagationRequest(ServiceRequest):
     TransitGatewayRouteTableId: TransitGatewayRouteTableId
-    TransitGatewayAttachmentId: Optional[TransitGatewayAttachmentId]
-    DryRun: Optional[Boolean]
-    TransitGatewayRouteTableAnnouncementId: Optional[TransitGatewayRouteTableAnnouncementId]
+    TransitGatewayAttachmentId: TransitGatewayAttachmentId | None
+    DryRun: Boolean | None
+    TransitGatewayRouteTableAnnouncementId: TransitGatewayRouteTableAnnouncementId | None
 
 
 class TransitGatewayPropagation(TypedDict, total=False):
-    TransitGatewayAttachmentId: Optional[TransitGatewayAttachmentId]
-    ResourceId: Optional[String]
-    ResourceType: Optional[TransitGatewayAttachmentResourceType]
-    TransitGatewayRouteTableId: Optional[String]
-    State: Optional[TransitGatewayPropagationState]
-    TransitGatewayRouteTableAnnouncementId: Optional[TransitGatewayRouteTableAnnouncementId]
+    TransitGatewayAttachmentId: TransitGatewayAttachmentId | None
+    ResourceId: String | None
+    ResourceType: TransitGatewayAttachmentResourceType | None
+    TransitGatewayRouteTableId: String | None
+    State: TransitGatewayPropagationState | None
+    TransitGatewayRouteTableAnnouncementId: TransitGatewayRouteTableAnnouncementId | None
 
 
 class DisableTransitGatewayRouteTablePropagationResult(TypedDict, total=False):
-    Propagation: Optional[TransitGatewayPropagation]
+    Propagation: TransitGatewayPropagation | None
 
 
 class DisableVgwRoutePropagationRequest(ServiceRequest):
     GatewayId: VpnGatewayId
     RouteTableId: RouteTableId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class DisableVpcClassicLinkDnsSupportRequest(ServiceRequest):
-    VpcId: Optional[VpcId]
+    VpcId: VpcId | None
 
 
 class DisableVpcClassicLinkDnsSupportResult(TypedDict, total=False):
-    Return: Optional[Boolean]
+    Return: Boolean | None
 
 
 class DisableVpcClassicLinkRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     VpcId: VpcId
 
 
 class DisableVpcClassicLinkResult(TypedDict, total=False):
-    Return: Optional[Boolean]
+    Return: Boolean | None
 
 
 class DisassociateAddressRequest(ServiceRequest):
-    AssociationId: Optional[ElasticIpAssociationId]
-    PublicIp: Optional[EipAllocationPublicIp]
-    DryRun: Optional[Boolean]
+    AssociationId: ElasticIpAssociationId | None
+    PublicIp: EipAllocationPublicIp | None
+    DryRun: Boolean | None
 
 
 class DisassociateCapacityReservationBillingOwnerRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     CapacityReservationId: CapacityReservationId
     UnusedReservationBillingOwnerId: AccountID
 
 
 class DisassociateCapacityReservationBillingOwnerResult(TypedDict, total=False):
-    Return: Optional[Boolean]
+    Return: Boolean | None
 
 
 class DisassociateClientVpnTargetNetworkRequest(ServiceRequest):
     ClientVpnEndpointId: ClientVpnEndpointId
     AssociationId: String
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class DisassociateClientVpnTargetNetworkResult(TypedDict, total=False):
-    AssociationId: Optional[String]
-    Status: Optional[AssociationStatus]
+    AssociationId: String | None
+    Status: AssociationStatus | None
 
 
 class DisassociateEnclaveCertificateIamRoleRequest(ServiceRequest):
     CertificateArn: CertificateId
     RoleArn: RoleId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class DisassociateEnclaveCertificateIamRoleResult(TypedDict, total=False):
-    Return: Optional[Boolean]
+    Return: Boolean | None
 
 
 class DisassociateIamInstanceProfileRequest(ServiceRequest):
@@ -17413,82 +17442,82 @@ class DisassociateIamInstanceProfileRequest(ServiceRequest):
 
 
 class DisassociateIamInstanceProfileResult(TypedDict, total=False):
-    IamInstanceProfileAssociation: Optional[IamInstanceProfileAssociation]
+    IamInstanceProfileAssociation: IamInstanceProfileAssociation | None
 
 
 class InstanceEventWindowDisassociationRequest(TypedDict, total=False):
-    InstanceIds: Optional[InstanceIdList]
-    InstanceTags: Optional[TagList]
-    DedicatedHostIds: Optional[DedicatedHostIdList]
+    InstanceIds: InstanceIdList | None
+    InstanceTags: TagList | None
+    DedicatedHostIds: DedicatedHostIdList | None
 
 
 class DisassociateInstanceEventWindowRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     InstanceEventWindowId: InstanceEventWindowId
     AssociationTarget: InstanceEventWindowDisassociationRequest
 
 
 class DisassociateInstanceEventWindowResult(TypedDict, total=False):
-    InstanceEventWindow: Optional[InstanceEventWindow]
+    InstanceEventWindow: InstanceEventWindow | None
 
 
 class DisassociateIpamByoasnRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     Asn: String
     Cidr: String
 
 
 class DisassociateIpamByoasnResult(TypedDict, total=False):
-    AsnAssociation: Optional[AsnAssociation]
+    AsnAssociation: AsnAssociation | None
 
 
 class DisassociateIpamResourceDiscoveryRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     IpamResourceDiscoveryAssociationId: IpamResourceDiscoveryAssociationId
 
 
 class DisassociateIpamResourceDiscoveryResult(TypedDict, total=False):
-    IpamResourceDiscoveryAssociation: Optional[IpamResourceDiscoveryAssociation]
+    IpamResourceDiscoveryAssociation: IpamResourceDiscoveryAssociation | None
 
 
-EipAssociationIdList = List[ElasticIpAssociationId]
+EipAssociationIdList = list[ElasticIpAssociationId]
 
 
 class DisassociateNatGatewayAddressRequest(ServiceRequest):
     NatGatewayId: NatGatewayId
     AssociationIds: EipAssociationIdList
-    MaxDrainDurationSeconds: Optional[DrainSeconds]
-    DryRun: Optional[Boolean]
+    MaxDrainDurationSeconds: DrainSeconds | None
+    DryRun: Boolean | None
 
 
 class DisassociateNatGatewayAddressResult(TypedDict, total=False):
-    NatGatewayId: Optional[NatGatewayId]
-    NatGatewayAddresses: Optional[NatGatewayAddressList]
+    NatGatewayId: NatGatewayId | None
+    NatGatewayAddresses: NatGatewayAddressList | None
 
 
 class DisassociateRouteServerRequest(ServiceRequest):
     RouteServerId: RouteServerId
     VpcId: VpcId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class DisassociateRouteServerResult(TypedDict, total=False):
-    RouteServerAssociation: Optional[RouteServerAssociation]
+    RouteServerAssociation: RouteServerAssociation | None
 
 
 class DisassociateRouteTableRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     AssociationId: RouteTableAssociationId
 
 
 class DisassociateSecurityGroupVpcRequest(ServiceRequest):
     GroupId: DisassociateSecurityGroupVpcSecurityGroupId
     VpcId: String
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class DisassociateSecurityGroupVpcResult(TypedDict, total=False):
-    State: Optional[SecurityGroupVpcAssociationState]
+    State: SecurityGroupVpcAssociationState | None
 
 
 class DisassociateSubnetCidrBlockRequest(ServiceRequest):
@@ -17496,50 +17525,50 @@ class DisassociateSubnetCidrBlockRequest(ServiceRequest):
 
 
 class DisassociateSubnetCidrBlockResult(TypedDict, total=False):
-    Ipv6CidrBlockAssociation: Optional[SubnetIpv6CidrBlockAssociation]
-    SubnetId: Optional[String]
+    Ipv6CidrBlockAssociation: SubnetIpv6CidrBlockAssociation | None
+    SubnetId: String | None
 
 
 class DisassociateTransitGatewayMulticastDomainRequest(ServiceRequest):
     TransitGatewayMulticastDomainId: TransitGatewayMulticastDomainId
     TransitGatewayAttachmentId: TransitGatewayAttachmentId
     SubnetIds: TransitGatewaySubnetIdList
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class DisassociateTransitGatewayMulticastDomainResult(TypedDict, total=False):
-    Associations: Optional[TransitGatewayMulticastDomainAssociations]
+    Associations: TransitGatewayMulticastDomainAssociations | None
 
 
 class DisassociateTransitGatewayPolicyTableRequest(ServiceRequest):
     TransitGatewayPolicyTableId: TransitGatewayPolicyTableId
     TransitGatewayAttachmentId: TransitGatewayAttachmentId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class DisassociateTransitGatewayPolicyTableResult(TypedDict, total=False):
-    Association: Optional[TransitGatewayPolicyTableAssociation]
+    Association: TransitGatewayPolicyTableAssociation | None
 
 
 class DisassociateTransitGatewayRouteTableRequest(ServiceRequest):
     TransitGatewayRouteTableId: TransitGatewayRouteTableId
     TransitGatewayAttachmentId: TransitGatewayAttachmentId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class DisassociateTransitGatewayRouteTableResult(TypedDict, total=False):
-    Association: Optional[TransitGatewayAssociation]
+    Association: TransitGatewayAssociation | None
 
 
 class DisassociateTrunkInterfaceRequest(ServiceRequest):
     AssociationId: TrunkInterfaceAssociationId
-    ClientToken: Optional[String]
-    DryRun: Optional[Boolean]
+    ClientToken: String | None
+    DryRun: Boolean | None
 
 
 class DisassociateTrunkInterfaceResult(TypedDict, total=False):
-    Return: Optional[Boolean]
-    ClientToken: Optional[String]
+    Return: Boolean | None
+    ClientToken: String | None
 
 
 class DisassociateVpcCidrBlockRequest(ServiceRequest):
@@ -17547,9 +17576,9 @@ class DisassociateVpcCidrBlockRequest(ServiceRequest):
 
 
 class DisassociateVpcCidrBlockResult(TypedDict, total=False):
-    Ipv6CidrBlockAssociation: Optional[VpcIpv6CidrBlockAssociation]
-    CidrBlockAssociation: Optional[VpcCidrBlockAssociation]
-    VpcId: Optional[String]
+    Ipv6CidrBlockAssociation: VpcIpv6CidrBlockAssociation | None
+    CidrBlockAssociation: VpcCidrBlockAssociation | None
+    VpcId: String | None
 
 
 class VolumeDetail(TypedDict, total=False):
@@ -17563,490 +17592,493 @@ class DiskImageDetail(TypedDict, total=False):
 
 
 class DiskImage(TypedDict, total=False):
-    Description: Optional[String]
-    Image: Optional[DiskImageDetail]
-    Volume: Optional[VolumeDetail]
+    Description: String | None
+    Image: DiskImageDetail | None
+    Volume: VolumeDetail | None
 
 
-DiskImageList = List[DiskImage]
+DiskImageList = list[DiskImage]
 
 
 class DnsServersOptionsModifyStructure(TypedDict, total=False):
-    CustomDnsServers: Optional[ValueStringList]
-    Enabled: Optional[Boolean]
+    CustomDnsServers: ValueStringList | None
+    Enabled: Boolean | None
 
 
 class EbsInstanceBlockDeviceSpecification(TypedDict, total=False):
-    VolumeId: Optional[VolumeId]
-    DeleteOnTermination: Optional[Boolean]
+    VolumeId: VolumeId | None
+    DeleteOnTermination: Boolean | None
 
 
-ElasticGpuSpecifications = List[ElasticGpuSpecification]
+ElasticGpuSpecifications = list[ElasticGpuSpecification]
 
 
 class ElasticInferenceAccelerator(TypedDict, total=False):
     Type: String
-    Count: Optional[ElasticInferenceAcceleratorCount]
+    Count: ElasticInferenceAcceleratorCount | None
 
 
-ElasticInferenceAccelerators = List[ElasticInferenceAccelerator]
+ElasticInferenceAccelerators = list[ElasticInferenceAccelerator]
 
 
 class EnableAddressTransferRequest(ServiceRequest):
     AllocationId: AllocationId
     TransferAccountId: String
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class EnableAddressTransferResult(TypedDict, total=False):
-    AddressTransfer: Optional[AddressTransfer]
+    AddressTransfer: AddressTransfer | None
 
 
 class EnableAllowedImagesSettingsRequest(ServiceRequest):
     AllowedImagesSettingsState: AllowedImagesSettingsEnabledState
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class EnableAllowedImagesSettingsResult(TypedDict, total=False):
-    AllowedImagesSettingsState: Optional[AllowedImagesSettingsEnabledState]
+    AllowedImagesSettingsState: AllowedImagesSettingsEnabledState | None
 
 
 class EnableAwsNetworkPerformanceMetricSubscriptionRequest(ServiceRequest):
-    Source: Optional[String]
-    Destination: Optional[String]
-    Metric: Optional[MetricType]
-    Statistic: Optional[StatisticType]
-    DryRun: Optional[Boolean]
+    Source: String | None
+    Destination: String | None
+    Metric: MetricType | None
+    Statistic: StatisticType | None
+    DryRun: Boolean | None
 
 
 class EnableAwsNetworkPerformanceMetricSubscriptionResult(TypedDict, total=False):
-    Output: Optional[Boolean]
+    Output: Boolean | None
 
 
 class EnableCapacityManagerRequest(ServiceRequest):
-    OrganizationsAccess: Optional[Boolean]
-    DryRun: Optional[Boolean]
-    ClientToken: Optional[String]
+    OrganizationsAccess: Boolean | None
+    DryRun: Boolean | None
+    ClientToken: String | None
 
 
 class EnableCapacityManagerResult(TypedDict, total=False):
-    CapacityManagerStatus: Optional[CapacityManagerStatus]
-    OrganizationsAccess: Optional[Boolean]
+    CapacityManagerStatus: CapacityManagerStatus | None
+    OrganizationsAccess: Boolean | None
 
 
 class EnableEbsEncryptionByDefaultRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class EnableEbsEncryptionByDefaultResult(TypedDict, total=False):
-    EbsEncryptionByDefault: Optional[Boolean]
+    EbsEncryptionByDefault: Boolean | None
 
 
 class FastLaunchLaunchTemplateSpecificationRequest(TypedDict, total=False):
-    LaunchTemplateId: Optional[LaunchTemplateId]
-    LaunchTemplateName: Optional[String]
+    LaunchTemplateId: LaunchTemplateId | None
+    LaunchTemplateName: String | None
     Version: String
 
 
 class FastLaunchSnapshotConfigurationRequest(TypedDict, total=False):
-    TargetResourceCount: Optional[Integer]
+    TargetResourceCount: Integer | None
 
 
 class EnableFastLaunchRequest(ServiceRequest):
     ImageId: ImageId
-    ResourceType: Optional[String]
-    SnapshotConfiguration: Optional[FastLaunchSnapshotConfigurationRequest]
-    LaunchTemplate: Optional[FastLaunchLaunchTemplateSpecificationRequest]
-    MaxParallelLaunches: Optional[Integer]
-    DryRun: Optional[Boolean]
+    ResourceType: String | None
+    SnapshotConfiguration: FastLaunchSnapshotConfigurationRequest | None
+    LaunchTemplate: FastLaunchLaunchTemplateSpecificationRequest | None
+    MaxParallelLaunches: Integer | None
+    DryRun: Boolean | None
 
 
 class EnableFastLaunchResult(TypedDict, total=False):
-    ImageId: Optional[ImageId]
-    ResourceType: Optional[FastLaunchResourceType]
-    SnapshotConfiguration: Optional[FastLaunchSnapshotConfigurationResponse]
-    LaunchTemplate: Optional[FastLaunchLaunchTemplateSpecificationResponse]
-    MaxParallelLaunches: Optional[Integer]
-    OwnerId: Optional[String]
-    State: Optional[FastLaunchStateCode]
-    StateTransitionReason: Optional[String]
-    StateTransitionTime: Optional[MillisecondDateTime]
+    ImageId: ImageId | None
+    ResourceType: FastLaunchResourceType | None
+    SnapshotConfiguration: FastLaunchSnapshotConfigurationResponse | None
+    LaunchTemplate: FastLaunchLaunchTemplateSpecificationResponse | None
+    MaxParallelLaunches: Integer | None
+    OwnerId: String | None
+    State: FastLaunchStateCode | None
+    StateTransitionReason: String | None
+    StateTransitionTime: MillisecondDateTime | None
 
 
 class EnableFastSnapshotRestoreStateError(TypedDict, total=False):
-    Code: Optional[String]
-    Message: Optional[String]
+    Code: String | None
+    Message: String | None
 
 
 class EnableFastSnapshotRestoreStateErrorItem(TypedDict, total=False):
-    AvailabilityZone: Optional[String]
-    Error: Optional[EnableFastSnapshotRestoreStateError]
+    AvailabilityZone: String | None
+    AvailabilityZoneId: String | None
+    Error: EnableFastSnapshotRestoreStateError | None
 
 
-EnableFastSnapshotRestoreStateErrorSet = List[EnableFastSnapshotRestoreStateErrorItem]
+EnableFastSnapshotRestoreStateErrorSet = list[EnableFastSnapshotRestoreStateErrorItem]
 
 
 class EnableFastSnapshotRestoreErrorItem(TypedDict, total=False):
-    SnapshotId: Optional[String]
-    FastSnapshotRestoreStateErrors: Optional[EnableFastSnapshotRestoreStateErrorSet]
+    SnapshotId: String | None
+    FastSnapshotRestoreStateErrors: EnableFastSnapshotRestoreStateErrorSet | None
 
 
-EnableFastSnapshotRestoreErrorSet = List[EnableFastSnapshotRestoreErrorItem]
+EnableFastSnapshotRestoreErrorSet = list[EnableFastSnapshotRestoreErrorItem]
 
 
 class EnableFastSnapshotRestoreSuccessItem(TypedDict, total=False):
-    SnapshotId: Optional[String]
-    AvailabilityZone: Optional[String]
-    State: Optional[FastSnapshotRestoreStateCode]
-    StateTransitionReason: Optional[String]
-    OwnerId: Optional[String]
-    OwnerAlias: Optional[String]
-    EnablingTime: Optional[MillisecondDateTime]
-    OptimizingTime: Optional[MillisecondDateTime]
-    EnabledTime: Optional[MillisecondDateTime]
-    DisablingTime: Optional[MillisecondDateTime]
-    DisabledTime: Optional[MillisecondDateTime]
+    SnapshotId: String | None
+    AvailabilityZone: String | None
+    AvailabilityZoneId: String | None
+    State: FastSnapshotRestoreStateCode | None
+    StateTransitionReason: String | None
+    OwnerId: String | None
+    OwnerAlias: String | None
+    EnablingTime: MillisecondDateTime | None
+    OptimizingTime: MillisecondDateTime | None
+    EnabledTime: MillisecondDateTime | None
+    DisablingTime: MillisecondDateTime | None
+    DisabledTime: MillisecondDateTime | None
 
 
-EnableFastSnapshotRestoreSuccessSet = List[EnableFastSnapshotRestoreSuccessItem]
+EnableFastSnapshotRestoreSuccessSet = list[EnableFastSnapshotRestoreSuccessItem]
 
 
 class EnableFastSnapshotRestoresRequest(ServiceRequest):
-    AvailabilityZones: AvailabilityZoneStringList
+    AvailabilityZones: AvailabilityZoneStringList | None
+    AvailabilityZoneIds: AvailabilityZoneIdStringList | None
     SourceSnapshotIds: SnapshotIdStringList
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class EnableFastSnapshotRestoresResult(TypedDict, total=False):
-    Successful: Optional[EnableFastSnapshotRestoreSuccessSet]
-    Unsuccessful: Optional[EnableFastSnapshotRestoreErrorSet]
+    Successful: EnableFastSnapshotRestoreSuccessSet | None
+    Unsuccessful: EnableFastSnapshotRestoreErrorSet | None
 
 
 class EnableImageBlockPublicAccessRequest(ServiceRequest):
     ImageBlockPublicAccessState: ImageBlockPublicAccessEnabledState
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class EnableImageBlockPublicAccessResult(TypedDict, total=False):
-    ImageBlockPublicAccessState: Optional[ImageBlockPublicAccessEnabledState]
+    ImageBlockPublicAccessState: ImageBlockPublicAccessEnabledState | None
 
 
 class EnableImageDeprecationRequest(ServiceRequest):
     ImageId: ImageId
     DeprecateAt: MillisecondDateTime
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class EnableImageDeprecationResult(TypedDict, total=False):
-    Return: Optional[Boolean]
+    Return: Boolean | None
 
 
 class EnableImageDeregistrationProtectionRequest(ServiceRequest):
     ImageId: ImageId
-    WithCooldown: Optional[Boolean]
-    DryRun: Optional[Boolean]
+    WithCooldown: Boolean | None
+    DryRun: Boolean | None
 
 
 class EnableImageDeregistrationProtectionResult(TypedDict, total=False):
-    Return: Optional[String]
+    Return: String | None
 
 
 class EnableImageRequest(ServiceRequest):
     ImageId: ImageId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class EnableImageResult(TypedDict, total=False):
-    Return: Optional[Boolean]
+    Return: Boolean | None
 
 
 class EnableIpamOrganizationAdminAccountRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     DelegatedAdminAccountId: String
 
 
 class EnableIpamOrganizationAdminAccountResult(TypedDict, total=False):
-    Success: Optional[Boolean]
+    Success: Boolean | None
 
 
 class EnableReachabilityAnalyzerOrganizationSharingRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class EnableReachabilityAnalyzerOrganizationSharingResult(TypedDict, total=False):
-    ReturnValue: Optional[Boolean]
+    ReturnValue: Boolean | None
 
 
 class EnableRouteServerPropagationRequest(ServiceRequest):
     RouteServerId: RouteServerId
     RouteTableId: RouteTableId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class EnableRouteServerPropagationResult(TypedDict, total=False):
-    RouteServerPropagation: Optional[RouteServerPropagation]
+    RouteServerPropagation: RouteServerPropagation | None
 
 
 class EnableSerialConsoleAccessRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class EnableSerialConsoleAccessResult(TypedDict, total=False):
-    SerialConsoleAccessEnabled: Optional[Boolean]
+    SerialConsoleAccessEnabled: Boolean | None
 
 
 class EnableSnapshotBlockPublicAccessRequest(ServiceRequest):
     State: SnapshotBlockPublicAccessState
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class EnableSnapshotBlockPublicAccessResult(TypedDict, total=False):
-    State: Optional[SnapshotBlockPublicAccessState]
+    State: SnapshotBlockPublicAccessState | None
 
 
 class EnableTransitGatewayRouteTablePropagationRequest(ServiceRequest):
     TransitGatewayRouteTableId: TransitGatewayRouteTableId
-    TransitGatewayAttachmentId: Optional[TransitGatewayAttachmentId]
-    DryRun: Optional[Boolean]
-    TransitGatewayRouteTableAnnouncementId: Optional[TransitGatewayRouteTableAnnouncementId]
+    TransitGatewayAttachmentId: TransitGatewayAttachmentId | None
+    DryRun: Boolean | None
+    TransitGatewayRouteTableAnnouncementId: TransitGatewayRouteTableAnnouncementId | None
 
 
 class EnableTransitGatewayRouteTablePropagationResult(TypedDict, total=False):
-    Propagation: Optional[TransitGatewayPropagation]
+    Propagation: TransitGatewayPropagation | None
 
 
 class EnableVgwRoutePropagationRequest(ServiceRequest):
     GatewayId: VpnGatewayId
     RouteTableId: RouteTableId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class EnableVolumeIORequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     VolumeId: VolumeId
 
 
 class EnableVpcClassicLinkDnsSupportRequest(ServiceRequest):
-    VpcId: Optional[VpcId]
+    VpcId: VpcId | None
 
 
 class EnableVpcClassicLinkDnsSupportResult(TypedDict, total=False):
-    Return: Optional[Boolean]
+    Return: Boolean | None
 
 
 class EnableVpcClassicLinkRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     VpcId: VpcId
 
 
 class EnableVpcClassicLinkResult(TypedDict, total=False):
-    Return: Optional[Boolean]
+    Return: Boolean | None
 
 
 class EnclaveOptionsRequest(TypedDict, total=False):
-    Enabled: Optional[Boolean]
+    Enabled: Boolean | None
 
 
 class ExportClientVpnClientCertificateRevocationListRequest(ServiceRequest):
     ClientVpnEndpointId: ClientVpnEndpointId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class ExportClientVpnClientCertificateRevocationListResult(TypedDict, total=False):
-    CertificateRevocationList: Optional[String]
-    Status: Optional[ClientCertificateRevocationListStatus]
+    CertificateRevocationList: String | None
+    Status: ClientCertificateRevocationListStatus | None
 
 
 class ExportClientVpnClientConfigurationRequest(ServiceRequest):
     ClientVpnEndpointId: ClientVpnEndpointId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class ExportClientVpnClientConfigurationResult(TypedDict, total=False):
-    ClientConfiguration: Optional[String]
+    ClientConfiguration: String | None
 
 
 class ExportTaskS3LocationRequest(TypedDict, total=False):
     S3Bucket: String
-    S3Prefix: Optional[String]
+    S3Prefix: String | None
 
 
 class ExportImageRequest(ServiceRequest):
-    ClientToken: Optional[String]
-    Description: Optional[String]
+    ClientToken: String | None
+    Description: String | None
     DiskImageFormat: DiskImageFormat
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     ImageId: ImageId
     S3ExportLocation: ExportTaskS3LocationRequest
-    RoleName: Optional[String]
-    TagSpecifications: Optional[TagSpecificationList]
+    RoleName: String | None
+    TagSpecifications: TagSpecificationList | None
 
 
 class ExportImageResult(TypedDict, total=False):
-    Description: Optional[String]
-    DiskImageFormat: Optional[DiskImageFormat]
-    ExportImageTaskId: Optional[String]
-    ImageId: Optional[String]
-    RoleName: Optional[String]
-    Progress: Optional[String]
-    S3ExportLocation: Optional[ExportTaskS3Location]
-    Status: Optional[String]
-    StatusMessage: Optional[String]
-    Tags: Optional[TagList]
+    Description: String | None
+    DiskImageFormat: DiskImageFormat | None
+    ExportImageTaskId: String | None
+    ImageId: String | None
+    RoleName: String | None
+    Progress: String | None
+    S3ExportLocation: ExportTaskS3Location | None
+    Status: String | None
+    StatusMessage: String | None
+    Tags: TagList | None
 
 
 class ExportTransitGatewayRoutesRequest(ServiceRequest):
     TransitGatewayRouteTableId: TransitGatewayRouteTableId
-    Filters: Optional[FilterList]
+    Filters: FilterList | None
     S3Bucket: String
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class ExportTransitGatewayRoutesResult(TypedDict, total=False):
-    S3Location: Optional[String]
+    S3Location: String | None
 
 
 class ExportVerifiedAccessInstanceClientConfigurationRequest(ServiceRequest):
     VerifiedAccessInstanceId: VerifiedAccessInstanceId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class VerifiedAccessInstanceOpenVpnClientConfigurationRoute(TypedDict, total=False):
-    Cidr: Optional[String]
+    Cidr: String | None
 
 
-VerifiedAccessInstanceOpenVpnClientConfigurationRouteList = List[
+VerifiedAccessInstanceOpenVpnClientConfigurationRouteList = list[
     VerifiedAccessInstanceOpenVpnClientConfigurationRoute
 ]
 
 
 class VerifiedAccessInstanceOpenVpnClientConfiguration(TypedDict, total=False):
-    Config: Optional[String]
-    Routes: Optional[VerifiedAccessInstanceOpenVpnClientConfigurationRouteList]
+    Config: String | None
+    Routes: VerifiedAccessInstanceOpenVpnClientConfigurationRouteList | None
 
 
-VerifiedAccessInstanceOpenVpnClientConfigurationList = List[
+VerifiedAccessInstanceOpenVpnClientConfigurationList = list[
     VerifiedAccessInstanceOpenVpnClientConfiguration
 ]
 
 
 class VerifiedAccessInstanceUserTrustProviderClientConfiguration(TypedDict, total=False):
-    Type: Optional[UserTrustProviderType]
-    Scopes: Optional[String]
-    Issuer: Optional[String]
-    AuthorizationEndpoint: Optional[String]
-    PublicSigningKeyEndpoint: Optional[String]
-    TokenEndpoint: Optional[String]
-    UserInfoEndpoint: Optional[String]
-    ClientId: Optional[String]
-    ClientSecret: Optional[ClientSecretType]
-    PkceEnabled: Optional[Boolean]
+    Type: UserTrustProviderType | None
+    Scopes: String | None
+    Issuer: String | None
+    AuthorizationEndpoint: String | None
+    PublicSigningKeyEndpoint: String | None
+    TokenEndpoint: String | None
+    UserInfoEndpoint: String | None
+    ClientId: String | None
+    ClientSecret: ClientSecretType | None
+    PkceEnabled: Boolean | None
 
 
 class ExportVerifiedAccessInstanceClientConfigurationResult(TypedDict, total=False):
-    Version: Optional[String]
-    VerifiedAccessInstanceId: Optional[String]
-    Region: Optional[String]
-    DeviceTrustProviders: Optional[DeviceTrustProviderTypeList]
-    UserTrustProvider: Optional[VerifiedAccessInstanceUserTrustProviderClientConfiguration]
-    OpenVpnConfigurations: Optional[VerifiedAccessInstanceOpenVpnClientConfigurationList]
+    Version: String | None
+    VerifiedAccessInstanceId: String | None
+    Region: String | None
+    DeviceTrustProviders: DeviceTrustProviderTypeList | None
+    UserTrustProvider: VerifiedAccessInstanceUserTrustProviderClientConfiguration | None
+    OpenVpnConfigurations: VerifiedAccessInstanceOpenVpnClientConfigurationList | None
 
 
 class GetActiveVpnTunnelStatusRequest(ServiceRequest):
     VpnConnectionId: VpnConnectionId
     VpnTunnelOutsideIpAddress: String
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class GetActiveVpnTunnelStatusResult(TypedDict, total=False):
-    ActiveVpnTunnelStatus: Optional[ActiveVpnTunnelStatus]
+    ActiveVpnTunnelStatus: ActiveVpnTunnelStatus | None
 
 
 class GetAllowedImagesSettingsRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
-ImageNameList = List[ImageName]
-MarketplaceProductCodeList = List[MarketplaceProductCode]
-ImageProviderList = List[ImageProvider]
+ImageNameList = list[ImageName]
+MarketplaceProductCodeList = list[MarketplaceProductCode]
+ImageProviderList = list[ImageProvider]
 
 
 class ImageCriterion(TypedDict, total=False):
-    ImageProviders: Optional[ImageProviderList]
-    MarketplaceProductCodes: Optional[MarketplaceProductCodeList]
-    ImageNames: Optional[ImageNameList]
-    DeprecationTimeCondition: Optional[DeprecationTimeCondition]
-    CreationDateCondition: Optional[CreationDateCondition]
+    ImageProviders: ImageProviderList | None
+    MarketplaceProductCodes: MarketplaceProductCodeList | None
+    ImageNames: ImageNameList | None
+    DeprecationTimeCondition: DeprecationTimeCondition | None
+    CreationDateCondition: CreationDateCondition | None
 
 
-ImageCriterionList = List[ImageCriterion]
+ImageCriterionList = list[ImageCriterion]
 
 
 class GetAllowedImagesSettingsResult(TypedDict, total=False):
-    State: Optional[String]
-    ImageCriteria: Optional[ImageCriterionList]
-    ManagedBy: Optional[ManagedBy]
+    State: String | None
+    ImageCriteria: ImageCriterionList | None
+    ManagedBy: ManagedBy | None
 
 
 class GetAssociatedEnclaveCertificateIamRolesRequest(ServiceRequest):
     CertificateArn: CertificateId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class GetAssociatedEnclaveCertificateIamRolesResult(TypedDict, total=False):
-    AssociatedRoles: Optional[AssociatedRolesList]
+    AssociatedRoles: AssociatedRolesList | None
 
 
 class GetAssociatedIpv6PoolCidrsRequest(ServiceRequest):
     PoolId: Ipv6PoolEc2Id
-    NextToken: Optional[NextToken]
-    MaxResults: Optional[Ipv6PoolMaxResults]
-    DryRun: Optional[Boolean]
+    NextToken: NextToken | None
+    MaxResults: Ipv6PoolMaxResults | None
+    DryRun: Boolean | None
 
 
 class Ipv6CidrAssociation(TypedDict, total=False):
-    Ipv6Cidr: Optional[String]
-    AssociatedResource: Optional[String]
+    Ipv6Cidr: String | None
+    AssociatedResource: String | None
 
 
-Ipv6CidrAssociationSet = List[Ipv6CidrAssociation]
+Ipv6CidrAssociationSet = list[Ipv6CidrAssociation]
 
 
 class GetAssociatedIpv6PoolCidrsResult(TypedDict, total=False):
-    Ipv6CidrAssociations: Optional[Ipv6CidrAssociationSet]
-    NextToken: Optional[String]
+    Ipv6CidrAssociations: Ipv6CidrAssociationSet | None
+    NextToken: String | None
 
 
 class GetAwsNetworkPerformanceDataRequest(ServiceRequest):
-    DataQueries: Optional[DataQueries]
-    StartTime: Optional[MillisecondDateTime]
-    EndTime: Optional[MillisecondDateTime]
-    MaxResults: Optional[Integer]
-    NextToken: Optional[String]
-    DryRun: Optional[Boolean]
+    DataQueries: DataQueries | None
+    StartTime: MillisecondDateTime | None
+    EndTime: MillisecondDateTime | None
+    MaxResults: Integer | None
+    NextToken: String | None
+    DryRun: Boolean | None
 
 
 class GetAwsNetworkPerformanceDataResult(TypedDict, total=False):
-    DataResponses: Optional[DataResponses]
-    NextToken: Optional[String]
+    DataResponses: DataResponses | None
+    NextToken: String | None
 
 
 class GetCapacityManagerAttributesRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class GetCapacityManagerAttributesResult(TypedDict, total=False):
-    CapacityManagerStatus: Optional[CapacityManagerStatus]
-    OrganizationsAccess: Optional[Boolean]
-    DataExportCount: Optional[Integer]
-    IngestionStatus: Optional[IngestionStatus]
-    IngestionStatusMessage: Optional[String]
-    EarliestDatapointTimestamp: Optional[MillisecondDateTime]
-    LatestDatapointTimestamp: Optional[MillisecondDateTime]
+    CapacityManagerStatus: CapacityManagerStatus | None
+    OrganizationsAccess: Boolean | None
+    DataExportCount: Integer | None
+    IngestionStatus: IngestionStatus | None
+    IngestionStatusMessage: String | None
+    EarliestDatapointTimestamp: MillisecondDateTime | None
+    LatestDatapointTimestamp: MillisecondDateTime | None
 
 
-GroupBySet = List[GroupBy]
-MetricSet = List[Metric]
+GroupBySet = list[GroupBy]
+MetricSet = list[Metric]
 
 
 class GetCapacityManagerMetricDataRequest(ServiceRequest):
@@ -18054,193 +18086,193 @@ class GetCapacityManagerMetricDataRequest(ServiceRequest):
     StartTime: MillisecondDateTime
     EndTime: MillisecondDateTime
     Period: Period
-    GroupBy: Optional[GroupBySet]
-    FilterBy: Optional[CapacityManagerConditionSet]
-    MaxResults: Optional[MaxResults]
-    NextToken: Optional[NextToken]
-    DryRun: Optional[Boolean]
+    GroupBy: GroupBySet | None
+    FilterBy: CapacityManagerConditionSet | None
+    MaxResults: MaxResults | None
+    NextToken: NextToken | None
+    DryRun: Boolean | None
 
 
 class MetricValue(TypedDict, total=False):
-    Metric: Optional[Metric]
-    Value: Optional[Double]
+    Metric: Metric | None
+    Value: Double | None
 
 
-MetricValueSet = List[MetricValue]
+MetricValueSet = list[MetricValue]
 
 
 class MetricDataResult(TypedDict, total=False):
-    Dimension: Optional[CapacityManagerDimension]
-    Timestamp: Optional[MillisecondDateTime]
-    MetricValues: Optional[MetricValueSet]
+    Dimension: CapacityManagerDimension | None
+    Timestamp: MillisecondDateTime | None
+    MetricValues: MetricValueSet | None
 
 
-MetricDataResultSet = List[MetricDataResult]
+MetricDataResultSet = list[MetricDataResult]
 
 
 class GetCapacityManagerMetricDataResult(TypedDict, total=False):
-    MetricDataResults: Optional[MetricDataResultSet]
-    NextToken: Optional[NextToken]
+    MetricDataResults: MetricDataResultSet | None
+    NextToken: NextToken | None
 
 
 class GetCapacityManagerMetricDimensionsRequest(ServiceRequest):
     GroupBy: GroupBySet
-    FilterBy: Optional[CapacityManagerConditionSet]
+    FilterBy: CapacityManagerConditionSet | None
     StartTime: MillisecondDateTime
     EndTime: MillisecondDateTime
     MetricNames: MetricSet
-    MaxResults: Optional[MaxResults]
-    NextToken: Optional[NextToken]
-    DryRun: Optional[Boolean]
+    MaxResults: MaxResults | None
+    NextToken: NextToken | None
+    DryRun: Boolean | None
 
 
-MetricDimensionResultSet = List[CapacityManagerDimension]
+MetricDimensionResultSet = list[CapacityManagerDimension]
 
 
 class GetCapacityManagerMetricDimensionsResult(TypedDict, total=False):
-    MetricDimensionResults: Optional[MetricDimensionResultSet]
-    NextToken: Optional[NextToken]
+    MetricDimensionResults: MetricDimensionResultSet | None
+    NextToken: NextToken | None
 
 
 class GetCapacityReservationUsageRequest(ServiceRequest):
     CapacityReservationId: CapacityReservationId
-    NextToken: Optional[String]
-    MaxResults: Optional[GetCapacityReservationUsageRequestMaxResults]
-    DryRun: Optional[Boolean]
+    NextToken: String | None
+    MaxResults: GetCapacityReservationUsageRequestMaxResults | None
+    DryRun: Boolean | None
 
 
 class InstanceUsage(TypedDict, total=False):
-    AccountId: Optional[String]
-    UsedInstanceCount: Optional[Integer]
+    AccountId: String | None
+    UsedInstanceCount: Integer | None
 
 
-InstanceUsageSet = List[InstanceUsage]
+InstanceUsageSet = list[InstanceUsage]
 
 
 class GetCapacityReservationUsageResult(TypedDict, total=False):
-    NextToken: Optional[String]
-    CapacityReservationId: Optional[String]
-    InstanceType: Optional[String]
-    TotalInstanceCount: Optional[Integer]
-    AvailableInstanceCount: Optional[Integer]
-    State: Optional[CapacityReservationState]
-    InstanceUsages: Optional[InstanceUsageSet]
+    NextToken: String | None
+    CapacityReservationId: String | None
+    InstanceType: String | None
+    TotalInstanceCount: Integer | None
+    AvailableInstanceCount: Integer | None
+    State: CapacityReservationState | None
+    InstanceUsages: InstanceUsageSet | None
 
 
 class GetCoipPoolUsageRequest(ServiceRequest):
     PoolId: Ipv4PoolCoipId
-    Filters: Optional[FilterList]
-    MaxResults: Optional[CoipPoolMaxResults]
-    NextToken: Optional[String]
-    DryRun: Optional[Boolean]
+    Filters: FilterList | None
+    MaxResults: CoipPoolMaxResults | None
+    NextToken: String | None
+    DryRun: Boolean | None
 
 
 class GetCoipPoolUsageResult(TypedDict, total=False):
-    CoipPoolId: Optional[String]
-    CoipAddressUsages: Optional[CoipAddressUsageSet]
-    LocalGatewayRouteTableId: Optional[String]
-    NextToken: Optional[String]
+    CoipPoolId: String | None
+    CoipAddressUsages: CoipAddressUsageSet | None
+    LocalGatewayRouteTableId: String | None
+    NextToken: String | None
 
 
 class GetConsoleOutputRequest(ServiceRequest):
     InstanceId: InstanceId
-    Latest: Optional[Boolean]
-    DryRun: Optional[Boolean]
+    Latest: Boolean | None
+    DryRun: Boolean | None
 
 
 class GetConsoleOutputResult(TypedDict, total=False):
-    InstanceId: Optional[String]
-    Timestamp: Optional[DateTime]
-    Output: Optional[String]
+    InstanceId: String | None
+    Timestamp: DateTime | None
+    Output: String | None
 
 
 class GetConsoleScreenshotRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     InstanceId: InstanceId
-    WakeUp: Optional[Boolean]
+    WakeUp: Boolean | None
 
 
 class GetConsoleScreenshotResult(TypedDict, total=False):
-    ImageData: Optional[String]
-    InstanceId: Optional[String]
+    ImageData: String | None
+    InstanceId: String | None
 
 
 class GetDeclarativePoliciesReportSummaryRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     ReportId: DeclarativePoliciesReportId
 
 
 class GetDeclarativePoliciesReportSummaryResult(TypedDict, total=False):
-    ReportId: Optional[String]
-    S3Bucket: Optional[String]
-    S3Prefix: Optional[String]
-    TargetId: Optional[String]
-    StartTime: Optional[MillisecondDateTime]
-    EndTime: Optional[MillisecondDateTime]
-    NumberOfAccounts: Optional[Integer]
-    NumberOfFailedAccounts: Optional[Integer]
-    AttributeSummaries: Optional[AttributeSummaryList]
+    ReportId: String | None
+    S3Bucket: String | None
+    S3Prefix: String | None
+    TargetId: String | None
+    StartTime: MillisecondDateTime | None
+    EndTime: MillisecondDateTime | None
+    NumberOfAccounts: Integer | None
+    NumberOfFailedAccounts: Integer | None
+    AttributeSummaries: AttributeSummaryList | None
 
 
 class GetDefaultCreditSpecificationRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     InstanceFamily: UnlimitedSupportedInstanceFamily
 
 
 class InstanceFamilyCreditSpecification(TypedDict, total=False):
-    InstanceFamily: Optional[UnlimitedSupportedInstanceFamily]
-    CpuCredits: Optional[String]
+    InstanceFamily: UnlimitedSupportedInstanceFamily | None
+    CpuCredits: String | None
 
 
 class GetDefaultCreditSpecificationResult(TypedDict, total=False):
-    InstanceFamilyCreditSpecification: Optional[InstanceFamilyCreditSpecification]
+    InstanceFamilyCreditSpecification: InstanceFamilyCreditSpecification | None
 
 
 class GetEbsDefaultKmsKeyIdRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class GetEbsDefaultKmsKeyIdResult(TypedDict, total=False):
-    KmsKeyId: Optional[String]
+    KmsKeyId: String | None
 
 
 class GetEbsEncryptionByDefaultRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class GetEbsEncryptionByDefaultResult(TypedDict, total=False):
-    EbsEncryptionByDefault: Optional[Boolean]
-    SseType: Optional[SSEType]
+    EbsEncryptionByDefault: Boolean | None
+    SseType: SSEType | None
 
 
 class IntegrateServices(TypedDict, total=False):
-    AthenaIntegrations: Optional[AthenaIntegrationsSet]
+    AthenaIntegrations: AthenaIntegrationsSet | None
 
 
 class GetFlowLogsIntegrationTemplateRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     FlowLogId: VpcFlowLogId
     ConfigDeliveryS3DestinationArn: String
     IntegrateServices: IntegrateServices
 
 
 class GetFlowLogsIntegrationTemplateResult(TypedDict, total=False):
-    Result: Optional[String]
+    Result: String | None
 
 
 class GetGroupsForCapacityReservationRequest(ServiceRequest):
     CapacityReservationId: CapacityReservationId
-    NextToken: Optional[String]
-    MaxResults: Optional[GetGroupsForCapacityReservationRequestMaxResults]
-    DryRun: Optional[Boolean]
+    NextToken: String | None
+    MaxResults: GetGroupsForCapacityReservationRequestMaxResults | None
+    DryRun: Boolean | None
 
 
 class GetGroupsForCapacityReservationResult(TypedDict, total=False):
-    NextToken: Optional[String]
-    CapacityReservationGroups: Optional[CapacityReservationGroupSet]
+    NextToken: String | None
+    CapacityReservationGroups: CapacityReservationGroupSet | None
 
 
-RequestHostIdSet = List[DedicatedHostId]
+RequestHostIdSet = list[DedicatedHostId]
 
 
 class GetHostReservationPurchasePreviewRequest(ServiceRequest):
@@ -18249,1493 +18281,1493 @@ class GetHostReservationPurchasePreviewRequest(ServiceRequest):
 
 
 class Purchase(TypedDict, total=False):
-    CurrencyCode: Optional[CurrencyCodeValues]
-    Duration: Optional[Integer]
-    HostIdSet: Optional[ResponseHostIdSet]
-    HostReservationId: Optional[HostReservationId]
-    HourlyPrice: Optional[String]
-    InstanceFamily: Optional[String]
-    PaymentOption: Optional[PaymentOption]
-    UpfrontPrice: Optional[String]
+    CurrencyCode: CurrencyCodeValues | None
+    Duration: Integer | None
+    HostIdSet: ResponseHostIdSet | None
+    HostReservationId: HostReservationId | None
+    HourlyPrice: String | None
+    InstanceFamily: String | None
+    PaymentOption: PaymentOption | None
+    UpfrontPrice: String | None
 
 
-PurchaseSet = List[Purchase]
+PurchaseSet = list[Purchase]
 
 
 class GetHostReservationPurchasePreviewResult(TypedDict, total=False):
-    CurrencyCode: Optional[CurrencyCodeValues]
-    Purchase: Optional[PurchaseSet]
-    TotalHourlyPrice: Optional[String]
-    TotalUpfrontPrice: Optional[String]
+    CurrencyCode: CurrencyCodeValues | None
+    Purchase: PurchaseSet | None
+    TotalHourlyPrice: String | None
+    TotalUpfrontPrice: String | None
 
 
 class GetImageBlockPublicAccessStateRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class GetImageBlockPublicAccessStateResult(TypedDict, total=False):
-    ImageBlockPublicAccessState: Optional[String]
-    ManagedBy: Optional[ManagedBy]
+    ImageBlockPublicAccessState: String | None
+    ManagedBy: ManagedBy | None
 
 
 class GetInstanceMetadataDefaultsRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class InstanceMetadataDefaultsResponse(TypedDict, total=False):
-    HttpTokens: Optional[HttpTokensState]
-    HttpPutResponseHopLimit: Optional[BoxedInteger]
-    HttpEndpoint: Optional[InstanceMetadataEndpointState]
-    InstanceMetadataTags: Optional[InstanceMetadataTagsState]
-    ManagedBy: Optional[ManagedBy]
-    ManagedExceptionMessage: Optional[String]
+    HttpTokens: HttpTokensState | None
+    HttpPutResponseHopLimit: BoxedInteger | None
+    HttpEndpoint: InstanceMetadataEndpointState | None
+    InstanceMetadataTags: InstanceMetadataTagsState | None
+    ManagedBy: ManagedBy | None
+    ManagedExceptionMessage: String | None
 
 
 class GetInstanceMetadataDefaultsResult(TypedDict, total=False):
-    AccountLevel: Optional[InstanceMetadataDefaultsResponse]
+    AccountLevel: InstanceMetadataDefaultsResponse | None
 
 
 class GetInstanceTpmEkPubRequest(ServiceRequest):
     InstanceId: InstanceId
     KeyType: EkPubKeyType
     KeyFormat: EkPubKeyFormat
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class GetInstanceTpmEkPubResult(TypedDict, total=False):
-    InstanceId: Optional[InstanceId]
-    KeyType: Optional[EkPubKeyType]
-    KeyFormat: Optional[EkPubKeyFormat]
-    KeyValue: Optional[EkPubKeyValue]
+    InstanceId: InstanceId | None
+    KeyType: EkPubKeyType | None
+    KeyFormat: EkPubKeyFormat | None
+    KeyValue: EkPubKeyValue | None
 
 
-VirtualizationTypeSet = List[VirtualizationType]
+VirtualizationTypeSet = list[VirtualizationType]
 
 
 class GetInstanceTypesFromInstanceRequirementsRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     ArchitectureTypes: ArchitectureTypeSet
     VirtualizationTypes: VirtualizationTypeSet
     InstanceRequirements: InstanceRequirementsRequest
-    MaxResults: Optional[Integer]
-    NextToken: Optional[String]
-    Context: Optional[String]
+    MaxResults: Integer | None
+    NextToken: String | None
+    Context: String | None
 
 
 class InstanceTypeInfoFromInstanceRequirements(TypedDict, total=False):
-    InstanceType: Optional[String]
+    InstanceType: String | None
 
 
-InstanceTypeInfoFromInstanceRequirementsSet = List[InstanceTypeInfoFromInstanceRequirements]
+InstanceTypeInfoFromInstanceRequirementsSet = list[InstanceTypeInfoFromInstanceRequirements]
 
 
 class GetInstanceTypesFromInstanceRequirementsResult(TypedDict, total=False):
-    InstanceTypes: Optional[InstanceTypeInfoFromInstanceRequirementsSet]
-    NextToken: Optional[String]
+    InstanceTypes: InstanceTypeInfoFromInstanceRequirementsSet | None
+    NextToken: String | None
 
 
 class GetInstanceUefiDataRequest(ServiceRequest):
     InstanceId: InstanceId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class GetInstanceUefiDataResult(TypedDict, total=False):
-    InstanceId: Optional[InstanceId]
-    UefiData: Optional[String]
+    InstanceId: InstanceId | None
+    UefiData: String | None
 
 
 class GetIpamAddressHistoryRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     Cidr: String
     IpamScopeId: IpamScopeId
-    VpcId: Optional[String]
-    StartTime: Optional[MillisecondDateTime]
-    EndTime: Optional[MillisecondDateTime]
-    MaxResults: Optional[IpamAddressHistoryMaxResults]
-    NextToken: Optional[NextToken]
+    VpcId: String | None
+    StartTime: MillisecondDateTime | None
+    EndTime: MillisecondDateTime | None
+    MaxResults: IpamAddressHistoryMaxResults | None
+    NextToken: NextToken | None
 
 
 class IpamAddressHistoryRecord(TypedDict, total=False):
-    ResourceOwnerId: Optional[String]
-    ResourceRegion: Optional[String]
-    ResourceType: Optional[IpamAddressHistoryResourceType]
-    ResourceId: Optional[String]
-    ResourceCidr: Optional[String]
-    ResourceName: Optional[String]
-    ResourceComplianceStatus: Optional[IpamComplianceStatus]
-    ResourceOverlapStatus: Optional[IpamOverlapStatus]
-    VpcId: Optional[String]
-    SampledStartTime: Optional[MillisecondDateTime]
-    SampledEndTime: Optional[MillisecondDateTime]
+    ResourceOwnerId: String | None
+    ResourceRegion: String | None
+    ResourceType: IpamAddressHistoryResourceType | None
+    ResourceId: String | None
+    ResourceCidr: String | None
+    ResourceName: String | None
+    ResourceComplianceStatus: IpamComplianceStatus | None
+    ResourceOverlapStatus: IpamOverlapStatus | None
+    VpcId: String | None
+    SampledStartTime: MillisecondDateTime | None
+    SampledEndTime: MillisecondDateTime | None
 
 
-IpamAddressHistoryRecordSet = List[IpamAddressHistoryRecord]
+IpamAddressHistoryRecordSet = list[IpamAddressHistoryRecord]
 
 
 class GetIpamAddressHistoryResult(TypedDict, total=False):
-    HistoryRecords: Optional[IpamAddressHistoryRecordSet]
-    NextToken: Optional[NextToken]
+    HistoryRecords: IpamAddressHistoryRecordSet | None
+    NextToken: NextToken | None
 
 
 class GetIpamDiscoveredAccountsRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     IpamResourceDiscoveryId: IpamResourceDiscoveryId
     DiscoveryRegion: String
-    Filters: Optional[FilterList]
-    NextToken: Optional[NextToken]
-    MaxResults: Optional[IpamMaxResults]
+    Filters: FilterList | None
+    NextToken: NextToken | None
+    MaxResults: IpamMaxResults | None
 
 
 class IpamDiscoveryFailureReason(TypedDict, total=False):
-    Code: Optional[IpamDiscoveryFailureCode]
-    Message: Optional[String]
+    Code: IpamDiscoveryFailureCode | None
+    Message: String | None
 
 
 class IpamDiscoveredAccount(TypedDict, total=False):
-    AccountId: Optional[String]
-    DiscoveryRegion: Optional[String]
-    FailureReason: Optional[IpamDiscoveryFailureReason]
-    LastAttemptedDiscoveryTime: Optional[MillisecondDateTime]
-    LastSuccessfulDiscoveryTime: Optional[MillisecondDateTime]
-    OrganizationalUnitId: Optional[String]
+    AccountId: String | None
+    DiscoveryRegion: String | None
+    FailureReason: IpamDiscoveryFailureReason | None
+    LastAttemptedDiscoveryTime: MillisecondDateTime | None
+    LastSuccessfulDiscoveryTime: MillisecondDateTime | None
+    OrganizationalUnitId: String | None
 
 
-IpamDiscoveredAccountSet = List[IpamDiscoveredAccount]
+IpamDiscoveredAccountSet = list[IpamDiscoveredAccount]
 
 
 class GetIpamDiscoveredAccountsResult(TypedDict, total=False):
-    IpamDiscoveredAccounts: Optional[IpamDiscoveredAccountSet]
-    NextToken: Optional[NextToken]
+    IpamDiscoveredAccounts: IpamDiscoveredAccountSet | None
+    NextToken: NextToken | None
 
 
 class GetIpamDiscoveredPublicAddressesRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     IpamResourceDiscoveryId: IpamResourceDiscoveryId
     AddressRegion: String
-    Filters: Optional[FilterList]
-    NextToken: Optional[NextToken]
-    MaxResults: Optional[IpamMaxResults]
+    Filters: FilterList | None
+    NextToken: NextToken | None
+    MaxResults: IpamMaxResults | None
 
 
 class IpamPublicAddressSecurityGroup(TypedDict, total=False):
-    GroupName: Optional[String]
-    GroupId: Optional[String]
+    GroupName: String | None
+    GroupId: String | None
 
 
-IpamPublicAddressSecurityGroupList = List[IpamPublicAddressSecurityGroup]
+IpamPublicAddressSecurityGroupList = list[IpamPublicAddressSecurityGroup]
 
 
 class IpamPublicAddressTag(TypedDict, total=False):
-    Key: Optional[String]
-    Value: Optional[String]
+    Key: String | None
+    Value: String | None
 
 
-IpamPublicAddressTagList = List[IpamPublicAddressTag]
+IpamPublicAddressTagList = list[IpamPublicAddressTag]
 
 
 class IpamPublicAddressTags(TypedDict, total=False):
-    EipTags: Optional[IpamPublicAddressTagList]
+    EipTags: IpamPublicAddressTagList | None
 
 
 class IpamDiscoveredPublicAddress(TypedDict, total=False):
-    IpamResourceDiscoveryId: Optional[IpamResourceDiscoveryId]
-    AddressRegion: Optional[String]
-    Address: Optional[String]
-    AddressOwnerId: Optional[String]
-    AddressAllocationId: Optional[String]
-    AssociationStatus: Optional[IpamPublicAddressAssociationStatus]
-    AddressType: Optional[IpamPublicAddressType]
-    Service: Optional[IpamPublicAddressAwsService]
-    ServiceResource: Optional[String]
-    VpcId: Optional[String]
-    SubnetId: Optional[String]
-    PublicIpv4PoolId: Optional[String]
-    NetworkInterfaceId: Optional[String]
-    NetworkInterfaceDescription: Optional[String]
-    InstanceId: Optional[String]
-    Tags: Optional[IpamPublicAddressTags]
-    NetworkBorderGroup: Optional[String]
-    SecurityGroups: Optional[IpamPublicAddressSecurityGroupList]
-    SampleTime: Optional[MillisecondDateTime]
-
-
-IpamDiscoveredPublicAddressSet = List[IpamDiscoveredPublicAddress]
+    IpamResourceDiscoveryId: IpamResourceDiscoveryId | None
+    AddressRegion: String | None
+    Address: String | None
+    AddressOwnerId: String | None
+    AddressAllocationId: String | None
+    AssociationStatus: IpamPublicAddressAssociationStatus | None
+    AddressType: IpamPublicAddressType | None
+    Service: IpamPublicAddressAwsService | None
+    ServiceResource: String | None
+    VpcId: String | None
+    SubnetId: String | None
+    PublicIpv4PoolId: String | None
+    NetworkInterfaceId: String | None
+    NetworkInterfaceDescription: String | None
+    InstanceId: String | None
+    Tags: IpamPublicAddressTags | None
+    NetworkBorderGroup: String | None
+    SecurityGroups: IpamPublicAddressSecurityGroupList | None
+    SampleTime: MillisecondDateTime | None
+
+
+IpamDiscoveredPublicAddressSet = list[IpamDiscoveredPublicAddress]
 
 
 class GetIpamDiscoveredPublicAddressesResult(TypedDict, total=False):
-    IpamDiscoveredPublicAddresses: Optional[IpamDiscoveredPublicAddressSet]
-    OldestSampleTime: Optional[MillisecondDateTime]
-    NextToken: Optional[NextToken]
+    IpamDiscoveredPublicAddresses: IpamDiscoveredPublicAddressSet | None
+    OldestSampleTime: MillisecondDateTime | None
+    NextToken: NextToken | None
 
 
 class GetIpamDiscoveredResourceCidrsRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     IpamResourceDiscoveryId: IpamResourceDiscoveryId
     ResourceRegion: String
-    Filters: Optional[FilterList]
-    NextToken: Optional[NextToken]
-    MaxResults: Optional[IpamMaxResults]
+    Filters: FilterList | None
+    NextToken: NextToken | None
+    MaxResults: IpamMaxResults | None
 
 
 class IpamDiscoveredResourceCidr(TypedDict, total=False):
-    IpamResourceDiscoveryId: Optional[IpamResourceDiscoveryId]
-    ResourceRegion: Optional[String]
-    ResourceId: Optional[String]
-    ResourceOwnerId: Optional[String]
-    ResourceCidr: Optional[String]
-    IpSource: Optional[IpamResourceCidrIpSource]
-    ResourceType: Optional[IpamResourceType]
-    ResourceTags: Optional[IpamResourceTagList]
-    IpUsage: Optional[BoxedDouble]
-    VpcId: Optional[String]
-    SubnetId: Optional[String]
-    NetworkInterfaceAttachmentStatus: Optional[IpamNetworkInterfaceAttachmentStatus]
-    SampleTime: Optional[MillisecondDateTime]
-    AvailabilityZoneId: Optional[String]
+    IpamResourceDiscoveryId: IpamResourceDiscoveryId | None
+    ResourceRegion: String | None
+    ResourceId: String | None
+    ResourceOwnerId: String | None
+    ResourceCidr: String | None
+    IpSource: IpamResourceCidrIpSource | None
+    ResourceType: IpamResourceType | None
+    ResourceTags: IpamResourceTagList | None
+    IpUsage: BoxedDouble | None
+    VpcId: String | None
+    SubnetId: String | None
+    NetworkInterfaceAttachmentStatus: IpamNetworkInterfaceAttachmentStatus | None
+    SampleTime: MillisecondDateTime | None
+    AvailabilityZoneId: String | None
 
 
-IpamDiscoveredResourceCidrSet = List[IpamDiscoveredResourceCidr]
+IpamDiscoveredResourceCidrSet = list[IpamDiscoveredResourceCidr]
 
 
 class GetIpamDiscoveredResourceCidrsResult(TypedDict, total=False):
-    IpamDiscoveredResourceCidrs: Optional[IpamDiscoveredResourceCidrSet]
-    NextToken: Optional[NextToken]
+    IpamDiscoveredResourceCidrs: IpamDiscoveredResourceCidrSet | None
+    NextToken: NextToken | None
 
 
 class GetIpamPoolAllocationsRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     IpamPoolId: IpamPoolId
-    IpamPoolAllocationId: Optional[IpamPoolAllocationId]
-    Filters: Optional[FilterList]
-    MaxResults: Optional[GetIpamPoolAllocationsMaxResults]
-    NextToken: Optional[NextToken]
+    IpamPoolAllocationId: IpamPoolAllocationId | None
+    Filters: FilterList | None
+    MaxResults: GetIpamPoolAllocationsMaxResults | None
+    NextToken: NextToken | None
 
 
-IpamPoolAllocationSet = List[IpamPoolAllocation]
+IpamPoolAllocationSet = list[IpamPoolAllocation]
 
 
 class GetIpamPoolAllocationsResult(TypedDict, total=False):
-    IpamPoolAllocations: Optional[IpamPoolAllocationSet]
-    NextToken: Optional[NextToken]
+    IpamPoolAllocations: IpamPoolAllocationSet | None
+    NextToken: NextToken | None
 
 
 class GetIpamPoolCidrsRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     IpamPoolId: IpamPoolId
-    Filters: Optional[FilterList]
-    MaxResults: Optional[IpamMaxResults]
-    NextToken: Optional[NextToken]
+    Filters: FilterList | None
+    MaxResults: IpamMaxResults | None
+    NextToken: NextToken | None
 
 
-IpamPoolCidrSet = List[IpamPoolCidr]
+IpamPoolCidrSet = list[IpamPoolCidr]
 
 
 class GetIpamPoolCidrsResult(TypedDict, total=False):
-    IpamPoolCidrs: Optional[IpamPoolCidrSet]
-    NextToken: Optional[NextToken]
+    IpamPoolCidrs: IpamPoolCidrSet | None
+    NextToken: NextToken | None
 
 
 class GetIpamPrefixListResolverRulesRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     IpamPrefixListResolverId: IpamPrefixListResolverId
-    Filters: Optional[FilterList]
-    MaxResults: Optional[IpamMaxResults]
-    NextToken: Optional[NextToken]
+    Filters: FilterList | None
+    MaxResults: IpamMaxResults | None
+    NextToken: NextToken | None
 
 
 class IpamPrefixListResolverRuleCondition(TypedDict, total=False):
-    Operation: Optional[IpamPrefixListResolverRuleConditionOperation]
-    IpamPoolId: Optional[String]
-    ResourceId: Optional[String]
-    ResourceOwner: Optional[String]
-    ResourceRegion: Optional[String]
-    ResourceTag: Optional[IpamResourceTag]
-    Cidr: Optional[String]
+    Operation: IpamPrefixListResolverRuleConditionOperation | None
+    IpamPoolId: String | None
+    ResourceId: String | None
+    ResourceOwner: String | None
+    ResourceRegion: String | None
+    ResourceTag: IpamResourceTag | None
+    Cidr: String | None
 
 
-IpamPrefixListResolverRuleConditionSet = List[IpamPrefixListResolverRuleCondition]
+IpamPrefixListResolverRuleConditionSet = list[IpamPrefixListResolverRuleCondition]
 
 
 class IpamPrefixListResolverRule(TypedDict, total=False):
-    RuleType: Optional[IpamPrefixListResolverRuleType]
-    StaticCidr: Optional[String]
-    IpamScopeId: Optional[IpamScopeId]
-    ResourceType: Optional[IpamResourceType]
-    Conditions: Optional[IpamPrefixListResolverRuleConditionSet]
+    RuleType: IpamPrefixListResolverRuleType | None
+    StaticCidr: String | None
+    IpamScopeId: IpamScopeId | None
+    ResourceType: IpamResourceType | None
+    Conditions: IpamPrefixListResolverRuleConditionSet | None
 
 
-IpamPrefixListResolverRuleSet = List[IpamPrefixListResolverRule]
+IpamPrefixListResolverRuleSet = list[IpamPrefixListResolverRule]
 
 
 class GetIpamPrefixListResolverRulesResult(TypedDict, total=False):
-    Rules: Optional[IpamPrefixListResolverRuleSet]
-    NextToken: Optional[NextToken]
+    Rules: IpamPrefixListResolverRuleSet | None
+    NextToken: NextToken | None
 
 
 class GetIpamPrefixListResolverVersionEntriesRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     IpamPrefixListResolverId: IpamPrefixListResolverId
     IpamPrefixListResolverVersion: Long
-    MaxResults: Optional[IpamMaxResults]
-    NextToken: Optional[NextToken]
+    MaxResults: IpamMaxResults | None
+    NextToken: NextToken | None
 
 
 class IpamPrefixListResolverVersionEntry(TypedDict, total=False):
-    Cidr: Optional[String]
+    Cidr: String | None
 
 
-IpamPrefixListResolverVersionEntrySet = List[IpamPrefixListResolverVersionEntry]
+IpamPrefixListResolverVersionEntrySet = list[IpamPrefixListResolverVersionEntry]
 
 
 class GetIpamPrefixListResolverVersionEntriesResult(TypedDict, total=False):
-    Entries: Optional[IpamPrefixListResolverVersionEntrySet]
-    NextToken: Optional[NextToken]
+    Entries: IpamPrefixListResolverVersionEntrySet | None
+    NextToken: NextToken | None
 
 
-IpamPrefixListResolverVersionNumberSet = List[Long]
+IpamPrefixListResolverVersionNumberSet = list[Long]
 
 
 class GetIpamPrefixListResolverVersionsRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     IpamPrefixListResolverId: IpamPrefixListResolverId
-    IpamPrefixListResolverVersions: Optional[IpamPrefixListResolverVersionNumberSet]
-    MaxResults: Optional[IpamMaxResults]
-    Filters: Optional[FilterList]
-    NextToken: Optional[NextToken]
+    IpamPrefixListResolverVersions: IpamPrefixListResolverVersionNumberSet | None
+    MaxResults: IpamMaxResults | None
+    Filters: FilterList | None
+    NextToken: NextToken | None
 
 
 class IpamPrefixListResolverVersion(TypedDict, total=False):
-    Version: Optional[Long]
+    Version: Long | None
 
 
-IpamPrefixListResolverVersionSet = List[IpamPrefixListResolverVersion]
+IpamPrefixListResolverVersionSet = list[IpamPrefixListResolverVersion]
 
 
 class GetIpamPrefixListResolverVersionsResult(TypedDict, total=False):
-    IpamPrefixListResolverVersions: Optional[IpamPrefixListResolverVersionSet]
-    NextToken: Optional[NextToken]
+    IpamPrefixListResolverVersions: IpamPrefixListResolverVersionSet | None
+    NextToken: NextToken | None
 
 
 class GetIpamResourceCidrsRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    Filters: Optional[FilterList]
-    MaxResults: Optional[IpamMaxResults]
-    NextToken: Optional[NextToken]
+    DryRun: Boolean | None
+    Filters: FilterList | None
+    MaxResults: IpamMaxResults | None
+    NextToken: NextToken | None
     IpamScopeId: IpamScopeId
-    IpamPoolId: Optional[IpamPoolId]
-    ResourceId: Optional[String]
-    ResourceType: Optional[IpamResourceType]
-    ResourceTag: Optional[RequestIpamResourceTag]
-    ResourceOwner: Optional[String]
+    IpamPoolId: IpamPoolId | None
+    ResourceId: String | None
+    ResourceType: IpamResourceType | None
+    ResourceTag: RequestIpamResourceTag | None
+    ResourceOwner: String | None
 
 
 class IpamResourceCidr(TypedDict, total=False):
-    IpamId: Optional[IpamId]
-    IpamScopeId: Optional[IpamScopeId]
-    IpamPoolId: Optional[IpamPoolId]
-    ResourceRegion: Optional[String]
-    ResourceOwnerId: Optional[String]
-    ResourceId: Optional[String]
-    ResourceName: Optional[String]
-    ResourceCidr: Optional[String]
-    ResourceType: Optional[IpamResourceType]
-    ResourceTags: Optional[IpamResourceTagList]
-    IpUsage: Optional[BoxedDouble]
-    ComplianceStatus: Optional[IpamComplianceStatus]
-    ManagementState: Optional[IpamManagementState]
-    OverlapStatus: Optional[IpamOverlapStatus]
-    VpcId: Optional[String]
-    AvailabilityZoneId: Optional[String]
-
-
-IpamResourceCidrSet = List[IpamResourceCidr]
+    IpamId: IpamId | None
+    IpamScopeId: IpamScopeId | None
+    IpamPoolId: IpamPoolId | None
+    ResourceRegion: String | None
+    ResourceOwnerId: String | None
+    ResourceId: String | None
+    ResourceName: String | None
+    ResourceCidr: String | None
+    ResourceType: IpamResourceType | None
+    ResourceTags: IpamResourceTagList | None
+    IpUsage: BoxedDouble | None
+    ComplianceStatus: IpamComplianceStatus | None
+    ManagementState: IpamManagementState | None
+    OverlapStatus: IpamOverlapStatus | None
+    VpcId: String | None
+    AvailabilityZoneId: String | None
+
+
+IpamResourceCidrSet = list[IpamResourceCidr]
 
 
 class GetIpamResourceCidrsResult(TypedDict, total=False):
-    NextToken: Optional[NextToken]
-    IpamResourceCidrs: Optional[IpamResourceCidrSet]
+    NextToken: NextToken | None
+    IpamResourceCidrs: IpamResourceCidrSet | None
 
 
 class GetLaunchTemplateDataRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     InstanceId: InstanceId
 
 
 class GetLaunchTemplateDataResult(TypedDict, total=False):
-    LaunchTemplateData: Optional[ResponseLaunchTemplateData]
+    LaunchTemplateData: ResponseLaunchTemplateData | None
 
 
 class GetManagedPrefixListAssociationsRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     PrefixListId: PrefixListResourceId
-    MaxResults: Optional[GetManagedPrefixListAssociationsMaxResults]
-    NextToken: Optional[NextToken]
+    MaxResults: GetManagedPrefixListAssociationsMaxResults | None
+    NextToken: NextToken | None
 
 
 class PrefixListAssociation(TypedDict, total=False):
-    ResourceId: Optional[String]
-    ResourceOwner: Optional[String]
+    ResourceId: String | None
+    ResourceOwner: String | None
 
 
-PrefixListAssociationSet = List[PrefixListAssociation]
+PrefixListAssociationSet = list[PrefixListAssociation]
 
 
 class GetManagedPrefixListAssociationsResult(TypedDict, total=False):
-    PrefixListAssociations: Optional[PrefixListAssociationSet]
-    NextToken: Optional[String]
+    PrefixListAssociations: PrefixListAssociationSet | None
+    NextToken: String | None
 
 
 class GetManagedPrefixListEntriesRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     PrefixListId: PrefixListResourceId
-    TargetVersion: Optional[Long]
-    MaxResults: Optional[PrefixListMaxResults]
-    NextToken: Optional[NextToken]
+    TargetVersion: Long | None
+    MaxResults: PrefixListMaxResults | None
+    NextToken: NextToken | None
 
 
 class PrefixListEntry(TypedDict, total=False):
-    Cidr: Optional[String]
-    Description: Optional[String]
+    Cidr: String | None
+    Description: String | None
 
 
-PrefixListEntrySet = List[PrefixListEntry]
+PrefixListEntrySet = list[PrefixListEntry]
 
 
 class GetManagedPrefixListEntriesResult(TypedDict, total=False):
-    Entries: Optional[PrefixListEntrySet]
-    NextToken: Optional[NextToken]
+    Entries: PrefixListEntrySet | None
+    NextToken: NextToken | None
 
 
 class GetNetworkInsightsAccessScopeAnalysisFindingsRequest(ServiceRequest):
     NetworkInsightsAccessScopeAnalysisId: NetworkInsightsAccessScopeAnalysisId
-    MaxResults: Optional[GetNetworkInsightsAccessScopeAnalysisFindingsMaxResults]
-    NextToken: Optional[NextToken]
-    DryRun: Optional[Boolean]
+    MaxResults: GetNetworkInsightsAccessScopeAnalysisFindingsMaxResults | None
+    NextToken: NextToken | None
+    DryRun: Boolean | None
 
 
 class GetNetworkInsightsAccessScopeAnalysisFindingsResult(TypedDict, total=False):
-    NetworkInsightsAccessScopeAnalysisId: Optional[NetworkInsightsAccessScopeAnalysisId]
-    AnalysisStatus: Optional[AnalysisStatus]
-    AnalysisFindings: Optional[AccessScopeAnalysisFindingList]
-    NextToken: Optional[String]
+    NetworkInsightsAccessScopeAnalysisId: NetworkInsightsAccessScopeAnalysisId | None
+    AnalysisStatus: AnalysisStatus | None
+    AnalysisFindings: AccessScopeAnalysisFindingList | None
+    NextToken: String | None
 
 
 class GetNetworkInsightsAccessScopeContentRequest(ServiceRequest):
     NetworkInsightsAccessScopeId: NetworkInsightsAccessScopeId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class GetNetworkInsightsAccessScopeContentResult(TypedDict, total=False):
-    NetworkInsightsAccessScopeContent: Optional[NetworkInsightsAccessScopeContent]
+    NetworkInsightsAccessScopeContent: NetworkInsightsAccessScopeContent | None
 
 
 class GetPasswordDataRequest(ServiceRequest):
     InstanceId: InstanceId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class GetPasswordDataResult(TypedDict, total=False):
-    InstanceId: Optional[String]
-    Timestamp: Optional[DateTime]
-    PasswordData: Optional[PasswordData]
+    InstanceId: String | None
+    Timestamp: DateTime | None
+    PasswordData: PasswordData | None
 
 
 class GetReservedInstancesExchangeQuoteRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     ReservedInstanceIds: ReservedInstanceIdSet
-    TargetConfigurations: Optional[TargetConfigurationRequestSet]
+    TargetConfigurations: TargetConfigurationRequestSet | None
 
 
 class TargetConfiguration(TypedDict, total=False):
-    InstanceCount: Optional[Integer]
-    OfferingId: Optional[String]
+    InstanceCount: Integer | None
+    OfferingId: String | None
 
 
 class ReservationValue(TypedDict, total=False):
-    HourlyPrice: Optional[String]
-    RemainingTotalValue: Optional[String]
-    RemainingUpfrontValue: Optional[String]
+    HourlyPrice: String | None
+    RemainingTotalValue: String | None
+    RemainingUpfrontValue: String | None
 
 
 class TargetReservationValue(TypedDict, total=False):
-    ReservationValue: Optional[ReservationValue]
-    TargetConfiguration: Optional[TargetConfiguration]
+    ReservationValue: ReservationValue | None
+    TargetConfiguration: TargetConfiguration | None
 
 
-TargetReservationValueSet = List[TargetReservationValue]
+TargetReservationValueSet = list[TargetReservationValue]
 
 
 class ReservedInstanceReservationValue(TypedDict, total=False):
-    ReservationValue: Optional[ReservationValue]
-    ReservedInstanceId: Optional[String]
+    ReservationValue: ReservationValue | None
+    ReservedInstanceId: String | None
 
 
-ReservedInstanceReservationValueSet = List[ReservedInstanceReservationValue]
+ReservedInstanceReservationValueSet = list[ReservedInstanceReservationValue]
 
 
 class GetReservedInstancesExchangeQuoteResult(TypedDict, total=False):
-    CurrencyCode: Optional[String]
-    IsValidExchange: Optional[Boolean]
-    OutputReservedInstancesWillExpireAt: Optional[DateTime]
-    PaymentDue: Optional[String]
-    ReservedInstanceValueRollup: Optional[ReservationValue]
-    ReservedInstanceValueSet: Optional[ReservedInstanceReservationValueSet]
-    TargetConfigurationValueRollup: Optional[ReservationValue]
-    TargetConfigurationValueSet: Optional[TargetReservationValueSet]
-    ValidationFailureReason: Optional[String]
+    CurrencyCode: String | None
+    IsValidExchange: Boolean | None
+    OutputReservedInstancesWillExpireAt: DateTime | None
+    PaymentDue: String | None
+    ReservedInstanceValueRollup: ReservationValue | None
+    ReservedInstanceValueSet: ReservedInstanceReservationValueSet | None
+    TargetConfigurationValueRollup: ReservationValue | None
+    TargetConfigurationValueSet: TargetReservationValueSet | None
+    ValidationFailureReason: String | None
 
 
 class GetRouteServerAssociationsRequest(ServiceRequest):
     RouteServerId: RouteServerId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
-RouteServerAssociationsList = List[RouteServerAssociation]
+RouteServerAssociationsList = list[RouteServerAssociation]
 
 
 class GetRouteServerAssociationsResult(TypedDict, total=False):
-    RouteServerAssociations: Optional[RouteServerAssociationsList]
+    RouteServerAssociations: RouteServerAssociationsList | None
 
 
 class GetRouteServerPropagationsRequest(ServiceRequest):
     RouteServerId: RouteServerId
-    RouteTableId: Optional[RouteTableId]
-    DryRun: Optional[Boolean]
+    RouteTableId: RouteTableId | None
+    DryRun: Boolean | None
 
 
-RouteServerPropagationsList = List[RouteServerPropagation]
+RouteServerPropagationsList = list[RouteServerPropagation]
 
 
 class GetRouteServerPropagationsResult(TypedDict, total=False):
-    RouteServerPropagations: Optional[RouteServerPropagationsList]
+    RouteServerPropagations: RouteServerPropagationsList | None
 
 
 class GetRouteServerRoutingDatabaseRequest(ServiceRequest):
     RouteServerId: RouteServerId
-    NextToken: Optional[String]
-    MaxResults: Optional[RouteServerMaxResults]
-    DryRun: Optional[Boolean]
-    Filters: Optional[FilterList]
+    NextToken: String | None
+    MaxResults: RouteServerMaxResults | None
+    DryRun: Boolean | None
+    Filters: FilterList | None
 
 
 class RouteServerRouteInstallationDetail(TypedDict, total=False):
-    RouteTableId: Optional[RouteTableId]
-    RouteInstallationStatus: Optional[RouteServerRouteInstallationStatus]
-    RouteInstallationStatusReason: Optional[String]
+    RouteTableId: RouteTableId | None
+    RouteInstallationStatus: RouteServerRouteInstallationStatus | None
+    RouteInstallationStatusReason: String | None
 
 
-RouteServerRouteInstallationDetails = List[RouteServerRouteInstallationDetail]
+RouteServerRouteInstallationDetails = list[RouteServerRouteInstallationDetail]
 
 
 class RouteServerRoute(TypedDict, total=False):
-    RouteServerEndpointId: Optional[RouteServerEndpointId]
-    RouteServerPeerId: Optional[RouteServerPeerId]
-    RouteInstallationDetails: Optional[RouteServerRouteInstallationDetails]
-    RouteStatus: Optional[RouteServerRouteStatus]
-    Prefix: Optional[String]
-    AsPaths: Optional[AsPath]
-    Med: Optional[Integer]
-    NextHopIp: Optional[String]
+    RouteServerEndpointId: RouteServerEndpointId | None
+    RouteServerPeerId: RouteServerPeerId | None
+    RouteInstallationDetails: RouteServerRouteInstallationDetails | None
+    RouteStatus: RouteServerRouteStatus | None
+    Prefix: String | None
+    AsPaths: AsPath | None
+    Med: Integer | None
+    NextHopIp: String | None
 
 
-RouteServerRouteList = List[RouteServerRoute]
+RouteServerRouteList = list[RouteServerRoute]
 
 
 class GetRouteServerRoutingDatabaseResult(TypedDict, total=False):
-    AreRoutesPersisted: Optional[Boolean]
-    Routes: Optional[RouteServerRouteList]
-    NextToken: Optional[String]
+    AreRoutesPersisted: Boolean | None
+    Routes: RouteServerRouteList | None
+    NextToken: String | None
 
 
 class GetSecurityGroupsForVpcRequest(ServiceRequest):
     VpcId: VpcId
-    NextToken: Optional[String]
-    MaxResults: Optional[GetSecurityGroupsForVpcRequestMaxResults]
-    Filters: Optional[FilterList]
-    DryRun: Optional[Boolean]
+    NextToken: String | None
+    MaxResults: GetSecurityGroupsForVpcRequestMaxResults | None
+    Filters: FilterList | None
+    DryRun: Boolean | None
 
 
 class SecurityGroupForVpc(TypedDict, total=False):
-    Description: Optional[String]
-    GroupName: Optional[String]
-    OwnerId: Optional[String]
-    GroupId: Optional[String]
-    Tags: Optional[TagList]
-    PrimaryVpcId: Optional[String]
+    Description: String | None
+    GroupName: String | None
+    OwnerId: String | None
+    GroupId: String | None
+    Tags: TagList | None
+    PrimaryVpcId: String | None
 
 
-SecurityGroupForVpcList = List[SecurityGroupForVpc]
+SecurityGroupForVpcList = list[SecurityGroupForVpc]
 
 
 class GetSecurityGroupsForVpcResult(TypedDict, total=False):
-    NextToken: Optional[String]
-    SecurityGroupForVpcs: Optional[SecurityGroupForVpcList]
+    NextToken: String | None
+    SecurityGroupForVpcs: SecurityGroupForVpcList | None
 
 
 class GetSerialConsoleAccessStatusRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class GetSerialConsoleAccessStatusResult(TypedDict, total=False):
-    SerialConsoleAccessEnabled: Optional[Boolean]
-    ManagedBy: Optional[ManagedBy]
+    SerialConsoleAccessEnabled: Boolean | None
+    ManagedBy: ManagedBy | None
 
 
 class GetSnapshotBlockPublicAccessStateRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class GetSnapshotBlockPublicAccessStateResult(TypedDict, total=False):
-    State: Optional[SnapshotBlockPublicAccessState]
-    ManagedBy: Optional[ManagedBy]
+    State: SnapshotBlockPublicAccessState | None
+    ManagedBy: ManagedBy | None
 
 
 class InstanceRequirementsWithMetadataRequest(TypedDict, total=False):
-    ArchitectureTypes: Optional[ArchitectureTypeSet]
-    VirtualizationTypes: Optional[VirtualizationTypeSet]
-    InstanceRequirements: Optional[InstanceRequirementsRequest]
+    ArchitectureTypes: ArchitectureTypeSet | None
+    VirtualizationTypes: VirtualizationTypeSet | None
+    InstanceRequirements: InstanceRequirementsRequest | None
 
 
-RegionNames = List[String]
-InstanceTypes = List[String]
+RegionNames = list[String]
+InstanceTypes = list[String]
 
 
 class GetSpotPlacementScoresRequest(ServiceRequest):
-    InstanceTypes: Optional[InstanceTypes]
+    InstanceTypes: InstanceTypes | None
     TargetCapacity: SpotPlacementScoresTargetCapacity
-    TargetCapacityUnitType: Optional[TargetCapacityUnitType]
-    SingleAvailabilityZone: Optional[Boolean]
-    RegionNames: Optional[RegionNames]
-    InstanceRequirementsWithMetadata: Optional[InstanceRequirementsWithMetadataRequest]
-    DryRun: Optional[Boolean]
-    MaxResults: Optional[SpotPlacementScoresMaxResults]
-    NextToken: Optional[String]
+    TargetCapacityUnitType: TargetCapacityUnitType | None
+    SingleAvailabilityZone: Boolean | None
+    RegionNames: RegionNames | None
+    InstanceRequirementsWithMetadata: InstanceRequirementsWithMetadataRequest | None
+    DryRun: Boolean | None
+    MaxResults: SpotPlacementScoresMaxResults | None
+    NextToken: String | None
 
 
 class SpotPlacementScore(TypedDict, total=False):
-    Region: Optional[String]
-    AvailabilityZoneId: Optional[String]
-    Score: Optional[Integer]
+    Region: String | None
+    AvailabilityZoneId: String | None
+    Score: Integer | None
 
 
-SpotPlacementScores = List[SpotPlacementScore]
+SpotPlacementScores = list[SpotPlacementScore]
 
 
 class GetSpotPlacementScoresResult(TypedDict, total=False):
-    SpotPlacementScores: Optional[SpotPlacementScores]
-    NextToken: Optional[String]
+    SpotPlacementScores: SpotPlacementScores | None
+    NextToken: String | None
 
 
 class GetSubnetCidrReservationsRequest(ServiceRequest):
-    Filters: Optional[FilterList]
+    Filters: FilterList | None
     SubnetId: SubnetId
-    DryRun: Optional[Boolean]
-    NextToken: Optional[String]
-    MaxResults: Optional[GetSubnetCidrReservationsMaxResults]
+    DryRun: Boolean | None
+    NextToken: String | None
+    MaxResults: GetSubnetCidrReservationsMaxResults | None
 
 
-SubnetCidrReservationList = List[SubnetCidrReservation]
+SubnetCidrReservationList = list[SubnetCidrReservation]
 
 
 class GetSubnetCidrReservationsResult(TypedDict, total=False):
-    SubnetIpv4CidrReservations: Optional[SubnetCidrReservationList]
-    SubnetIpv6CidrReservations: Optional[SubnetCidrReservationList]
-    NextToken: Optional[String]
+    SubnetIpv4CidrReservations: SubnetCidrReservationList | None
+    SubnetIpv6CidrReservations: SubnetCidrReservationList | None
+    NextToken: String | None
 
 
 class GetTransitGatewayAttachmentPropagationsRequest(ServiceRequest):
     TransitGatewayAttachmentId: TransitGatewayAttachmentId
-    Filters: Optional[FilterList]
-    MaxResults: Optional[TransitGatewayMaxResults]
-    NextToken: Optional[String]
-    DryRun: Optional[Boolean]
+    Filters: FilterList | None
+    MaxResults: TransitGatewayMaxResults | None
+    NextToken: String | None
+    DryRun: Boolean | None
 
 
 class TransitGatewayAttachmentPropagation(TypedDict, total=False):
-    TransitGatewayRouteTableId: Optional[String]
-    State: Optional[TransitGatewayPropagationState]
+    TransitGatewayRouteTableId: String | None
+    State: TransitGatewayPropagationState | None
 
 
-TransitGatewayAttachmentPropagationList = List[TransitGatewayAttachmentPropagation]
+TransitGatewayAttachmentPropagationList = list[TransitGatewayAttachmentPropagation]
 
 
 class GetTransitGatewayAttachmentPropagationsResult(TypedDict, total=False):
-    TransitGatewayAttachmentPropagations: Optional[TransitGatewayAttachmentPropagationList]
-    NextToken: Optional[String]
+    TransitGatewayAttachmentPropagations: TransitGatewayAttachmentPropagationList | None
+    NextToken: String | None
 
 
 class GetTransitGatewayMulticastDomainAssociationsRequest(ServiceRequest):
     TransitGatewayMulticastDomainId: TransitGatewayMulticastDomainId
-    Filters: Optional[FilterList]
-    MaxResults: Optional[TransitGatewayMaxResults]
-    NextToken: Optional[String]
-    DryRun: Optional[Boolean]
+    Filters: FilterList | None
+    MaxResults: TransitGatewayMaxResults | None
+    NextToken: String | None
+    DryRun: Boolean | None
 
 
 class TransitGatewayMulticastDomainAssociation(TypedDict, total=False):
-    TransitGatewayAttachmentId: Optional[String]
-    ResourceId: Optional[String]
-    ResourceType: Optional[TransitGatewayAttachmentResourceType]
-    ResourceOwnerId: Optional[String]
-    Subnet: Optional[SubnetAssociation]
+    TransitGatewayAttachmentId: String | None
+    ResourceId: String | None
+    ResourceType: TransitGatewayAttachmentResourceType | None
+    ResourceOwnerId: String | None
+    Subnet: SubnetAssociation | None
 
 
-TransitGatewayMulticastDomainAssociationList = List[TransitGatewayMulticastDomainAssociation]
+TransitGatewayMulticastDomainAssociationList = list[TransitGatewayMulticastDomainAssociation]
 
 
 class GetTransitGatewayMulticastDomainAssociationsResult(TypedDict, total=False):
-    MulticastDomainAssociations: Optional[TransitGatewayMulticastDomainAssociationList]
-    NextToken: Optional[String]
+    MulticastDomainAssociations: TransitGatewayMulticastDomainAssociationList | None
+    NextToken: String | None
 
 
 class GetTransitGatewayPolicyTableAssociationsRequest(ServiceRequest):
     TransitGatewayPolicyTableId: TransitGatewayPolicyTableId
-    Filters: Optional[FilterList]
-    MaxResults: Optional[TransitGatewayMaxResults]
-    NextToken: Optional[String]
-    DryRun: Optional[Boolean]
+    Filters: FilterList | None
+    MaxResults: TransitGatewayMaxResults | None
+    NextToken: String | None
+    DryRun: Boolean | None
 
 
-TransitGatewayPolicyTableAssociationList = List[TransitGatewayPolicyTableAssociation]
+TransitGatewayPolicyTableAssociationList = list[TransitGatewayPolicyTableAssociation]
 
 
 class GetTransitGatewayPolicyTableAssociationsResult(TypedDict, total=False):
-    Associations: Optional[TransitGatewayPolicyTableAssociationList]
-    NextToken: Optional[String]
+    Associations: TransitGatewayPolicyTableAssociationList | None
+    NextToken: String | None
 
 
 class GetTransitGatewayPolicyTableEntriesRequest(ServiceRequest):
     TransitGatewayPolicyTableId: TransitGatewayPolicyTableId
-    Filters: Optional[FilterList]
-    MaxResults: Optional[TransitGatewayMaxResults]
-    NextToken: Optional[String]
-    DryRun: Optional[Boolean]
+    Filters: FilterList | None
+    MaxResults: TransitGatewayMaxResults | None
+    NextToken: String | None
+    DryRun: Boolean | None
 
 
 class TransitGatewayPolicyRuleMetaData(TypedDict, total=False):
-    MetaDataKey: Optional[String]
-    MetaDataValue: Optional[String]
+    MetaDataKey: String | None
+    MetaDataValue: String | None
 
 
 class TransitGatewayPolicyRule(TypedDict, total=False):
-    SourceCidrBlock: Optional[String]
-    SourcePortRange: Optional[String]
-    DestinationCidrBlock: Optional[String]
-    DestinationPortRange: Optional[String]
-    Protocol: Optional[String]
-    MetaData: Optional[TransitGatewayPolicyRuleMetaData]
+    SourceCidrBlock: String | None
+    SourcePortRange: String | None
+    DestinationCidrBlock: String | None
+    DestinationPortRange: String | None
+    Protocol: String | None
+    MetaData: TransitGatewayPolicyRuleMetaData | None
 
 
 class TransitGatewayPolicyTableEntry(TypedDict, total=False):
-    PolicyRuleNumber: Optional[String]
-    PolicyRule: Optional[TransitGatewayPolicyRule]
-    TargetRouteTableId: Optional[TransitGatewayRouteTableId]
+    PolicyRuleNumber: String | None
+    PolicyRule: TransitGatewayPolicyRule | None
+    TargetRouteTableId: TransitGatewayRouteTableId | None
 
 
-TransitGatewayPolicyTableEntryList = List[TransitGatewayPolicyTableEntry]
+TransitGatewayPolicyTableEntryList = list[TransitGatewayPolicyTableEntry]
 
 
 class GetTransitGatewayPolicyTableEntriesResult(TypedDict, total=False):
-    TransitGatewayPolicyTableEntries: Optional[TransitGatewayPolicyTableEntryList]
+    TransitGatewayPolicyTableEntries: TransitGatewayPolicyTableEntryList | None
 
 
 class GetTransitGatewayPrefixListReferencesRequest(ServiceRequest):
     TransitGatewayRouteTableId: TransitGatewayRouteTableId
-    Filters: Optional[FilterList]
-    MaxResults: Optional[TransitGatewayMaxResults]
-    NextToken: Optional[String]
-    DryRun: Optional[Boolean]
+    Filters: FilterList | None
+    MaxResults: TransitGatewayMaxResults | None
+    NextToken: String | None
+    DryRun: Boolean | None
 
 
-TransitGatewayPrefixListReferenceSet = List[TransitGatewayPrefixListReference]
+TransitGatewayPrefixListReferenceSet = list[TransitGatewayPrefixListReference]
 
 
 class GetTransitGatewayPrefixListReferencesResult(TypedDict, total=False):
-    TransitGatewayPrefixListReferences: Optional[TransitGatewayPrefixListReferenceSet]
-    NextToken: Optional[String]
+    TransitGatewayPrefixListReferences: TransitGatewayPrefixListReferenceSet | None
+    NextToken: String | None
 
 
 class GetTransitGatewayRouteTableAssociationsRequest(ServiceRequest):
     TransitGatewayRouteTableId: TransitGatewayRouteTableId
-    Filters: Optional[FilterList]
-    MaxResults: Optional[TransitGatewayMaxResults]
-    NextToken: Optional[String]
-    DryRun: Optional[Boolean]
+    Filters: FilterList | None
+    MaxResults: TransitGatewayMaxResults | None
+    NextToken: String | None
+    DryRun: Boolean | None
 
 
 class TransitGatewayRouteTableAssociation(TypedDict, total=False):
-    TransitGatewayAttachmentId: Optional[String]
-    ResourceId: Optional[String]
-    ResourceType: Optional[TransitGatewayAttachmentResourceType]
-    State: Optional[TransitGatewayAssociationState]
+    TransitGatewayAttachmentId: String | None
+    ResourceId: String | None
+    ResourceType: TransitGatewayAttachmentResourceType | None
+    State: TransitGatewayAssociationState | None
 
 
-TransitGatewayRouteTableAssociationList = List[TransitGatewayRouteTableAssociation]
+TransitGatewayRouteTableAssociationList = list[TransitGatewayRouteTableAssociation]
 
 
 class GetTransitGatewayRouteTableAssociationsResult(TypedDict, total=False):
-    Associations: Optional[TransitGatewayRouteTableAssociationList]
-    NextToken: Optional[String]
+    Associations: TransitGatewayRouteTableAssociationList | None
+    NextToken: String | None
 
 
 class GetTransitGatewayRouteTablePropagationsRequest(ServiceRequest):
     TransitGatewayRouteTableId: TransitGatewayRouteTableId
-    Filters: Optional[FilterList]
-    MaxResults: Optional[TransitGatewayMaxResults]
-    NextToken: Optional[String]
-    DryRun: Optional[Boolean]
+    Filters: FilterList | None
+    MaxResults: TransitGatewayMaxResults | None
+    NextToken: String | None
+    DryRun: Boolean | None
 
 
 class TransitGatewayRouteTablePropagation(TypedDict, total=False):
-    TransitGatewayAttachmentId: Optional[String]
-    ResourceId: Optional[String]
-    ResourceType: Optional[TransitGatewayAttachmentResourceType]
-    State: Optional[TransitGatewayPropagationState]
-    TransitGatewayRouteTableAnnouncementId: Optional[TransitGatewayRouteTableAnnouncementId]
+    TransitGatewayAttachmentId: String | None
+    ResourceId: String | None
+    ResourceType: TransitGatewayAttachmentResourceType | None
+    State: TransitGatewayPropagationState | None
+    TransitGatewayRouteTableAnnouncementId: TransitGatewayRouteTableAnnouncementId | None
 
 
-TransitGatewayRouteTablePropagationList = List[TransitGatewayRouteTablePropagation]
+TransitGatewayRouteTablePropagationList = list[TransitGatewayRouteTablePropagation]
 
 
 class GetTransitGatewayRouteTablePropagationsResult(TypedDict, total=False):
-    TransitGatewayRouteTablePropagations: Optional[TransitGatewayRouteTablePropagationList]
-    NextToken: Optional[String]
+    TransitGatewayRouteTablePropagations: TransitGatewayRouteTablePropagationList | None
+    NextToken: String | None
 
 
 class GetVerifiedAccessEndpointPolicyRequest(ServiceRequest):
     VerifiedAccessEndpointId: VerifiedAccessEndpointId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class GetVerifiedAccessEndpointPolicyResult(TypedDict, total=False):
-    PolicyEnabled: Optional[Boolean]
-    PolicyDocument: Optional[String]
+    PolicyEnabled: Boolean | None
+    PolicyDocument: String | None
 
 
 class GetVerifiedAccessEndpointTargetsRequest(ServiceRequest):
     VerifiedAccessEndpointId: VerifiedAccessEndpointId
-    MaxResults: Optional[GetVerifiedAccessEndpointTargetsMaxResults]
-    NextToken: Optional[NextToken]
-    DryRun: Optional[Boolean]
+    MaxResults: GetVerifiedAccessEndpointTargetsMaxResults | None
+    NextToken: NextToken | None
+    DryRun: Boolean | None
 
 
 class VerifiedAccessEndpointTarget(TypedDict, total=False):
-    VerifiedAccessEndpointId: Optional[VerifiedAccessEndpointId]
-    VerifiedAccessEndpointTargetIpAddress: Optional[String]
-    VerifiedAccessEndpointTargetDns: Optional[String]
+    VerifiedAccessEndpointId: VerifiedAccessEndpointId | None
+    VerifiedAccessEndpointTargetIpAddress: String | None
+    VerifiedAccessEndpointTargetDns: String | None
 
 
-VerifiedAccessEndpointTargetList = List[VerifiedAccessEndpointTarget]
+VerifiedAccessEndpointTargetList = list[VerifiedAccessEndpointTarget]
 
 
 class GetVerifiedAccessEndpointTargetsResult(TypedDict, total=False):
-    VerifiedAccessEndpointTargets: Optional[VerifiedAccessEndpointTargetList]
-    NextToken: Optional[NextToken]
+    VerifiedAccessEndpointTargets: VerifiedAccessEndpointTargetList | None
+    NextToken: NextToken | None
 
 
 class GetVerifiedAccessGroupPolicyRequest(ServiceRequest):
     VerifiedAccessGroupId: VerifiedAccessGroupId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class GetVerifiedAccessGroupPolicyResult(TypedDict, total=False):
-    PolicyEnabled: Optional[Boolean]
-    PolicyDocument: Optional[String]
+    PolicyEnabled: Boolean | None
+    PolicyDocument: String | None
 
 
 class GetVpnConnectionDeviceSampleConfigurationRequest(ServiceRequest):
     VpnConnectionId: VpnConnectionId
     VpnConnectionDeviceTypeId: VpnConnectionDeviceTypeId
-    InternetKeyExchangeVersion: Optional[String]
-    SampleType: Optional[String]
-    DryRun: Optional[Boolean]
+    InternetKeyExchangeVersion: String | None
+    SampleType: String | None
+    DryRun: Boolean | None
 
 
 class GetVpnConnectionDeviceSampleConfigurationResult(TypedDict, total=False):
-    VpnConnectionDeviceSampleConfiguration: Optional[VpnConnectionDeviceSampleConfiguration]
+    VpnConnectionDeviceSampleConfiguration: VpnConnectionDeviceSampleConfiguration | None
 
 
 class GetVpnConnectionDeviceTypesRequest(ServiceRequest):
-    MaxResults: Optional[GVCDMaxResults]
-    NextToken: Optional[NextToken]
-    DryRun: Optional[Boolean]
+    MaxResults: GVCDMaxResults | None
+    NextToken: NextToken | None
+    DryRun: Boolean | None
 
 
 class VpnConnectionDeviceType(TypedDict, total=False):
-    VpnConnectionDeviceTypeId: Optional[String]
-    Vendor: Optional[String]
-    Platform: Optional[String]
-    Software: Optional[String]
+    VpnConnectionDeviceTypeId: String | None
+    Vendor: String | None
+    Platform: String | None
+    Software: String | None
 
 
-VpnConnectionDeviceTypeList = List[VpnConnectionDeviceType]
+VpnConnectionDeviceTypeList = list[VpnConnectionDeviceType]
 
 
 class GetVpnConnectionDeviceTypesResult(TypedDict, total=False):
-    VpnConnectionDeviceTypes: Optional[VpnConnectionDeviceTypeList]
-    NextToken: Optional[NextToken]
+    VpnConnectionDeviceTypes: VpnConnectionDeviceTypeList | None
+    NextToken: NextToken | None
 
 
 class GetVpnTunnelReplacementStatusRequest(ServiceRequest):
     VpnConnectionId: VpnConnectionId
     VpnTunnelOutsideIpAddress: String
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class MaintenanceDetails(TypedDict, total=False):
-    PendingMaintenance: Optional[String]
-    MaintenanceAutoAppliedAfter: Optional[MillisecondDateTime]
-    LastMaintenanceApplied: Optional[MillisecondDateTime]
+    PendingMaintenance: String | None
+    MaintenanceAutoAppliedAfter: MillisecondDateTime | None
+    LastMaintenanceApplied: MillisecondDateTime | None
 
 
 class GetVpnTunnelReplacementStatusResult(TypedDict, total=False):
-    VpnConnectionId: Optional[VpnConnectionId]
-    TransitGatewayId: Optional[TransitGatewayId]
-    CustomerGatewayId: Optional[CustomerGatewayId]
-    VpnGatewayId: Optional[VpnGatewayId]
-    VpnTunnelOutsideIpAddress: Optional[String]
-    MaintenanceDetails: Optional[MaintenanceDetails]
+    VpnConnectionId: VpnConnectionId | None
+    TransitGatewayId: TransitGatewayId | None
+    CustomerGatewayId: CustomerGatewayId | None
+    VpnGatewayId: VpnGatewayId | None
+    VpnTunnelOutsideIpAddress: String | None
+    MaintenanceDetails: MaintenanceDetails | None
 
 
 class HibernationOptionsRequest(TypedDict, total=False):
-    Configured: Optional[Boolean]
+    Configured: Boolean | None
 
 
 class LaunchPermission(TypedDict, total=False):
-    OrganizationArn: Optional[String]
-    OrganizationalUnitArn: Optional[String]
-    UserId: Optional[String]
-    Group: Optional[PermissionGroup]
+    OrganizationArn: String | None
+    OrganizationalUnitArn: String | None
+    UserId: String | None
+    Group: PermissionGroup | None
 
 
-LaunchPermissionList = List[LaunchPermission]
+LaunchPermissionList = list[LaunchPermission]
 
 
 class ImageAttribute(TypedDict, total=False):
-    Description: Optional[AttributeValue]
-    KernelId: Optional[AttributeValue]
-    RamdiskId: Optional[AttributeValue]
-    SriovNetSupport: Optional[AttributeValue]
-    BootMode: Optional[AttributeValue]
-    TpmSupport: Optional[AttributeValue]
-    UefiData: Optional[AttributeValue]
-    LastLaunchedTime: Optional[AttributeValue]
-    ImdsSupport: Optional[AttributeValue]
-    DeregistrationProtection: Optional[AttributeValue]
-    ImageId: Optional[String]
-    LaunchPermissions: Optional[LaunchPermissionList]
-    ProductCodes: Optional[ProductCodeList]
-    BlockDeviceMappings: Optional[BlockDeviceMappingList]
-
-
-ImageNameRequestList = List[ImageNameRequest]
-MarketplaceProductCodeRequestList = List[MarketplaceProductCodeRequest]
-ImageProviderRequestList = List[ImageProviderRequest]
+    Description: AttributeValue | None
+    KernelId: AttributeValue | None
+    RamdiskId: AttributeValue | None
+    SriovNetSupport: AttributeValue | None
+    BootMode: AttributeValue | None
+    TpmSupport: AttributeValue | None
+    UefiData: AttributeValue | None
+    LastLaunchedTime: AttributeValue | None
+    ImdsSupport: AttributeValue | None
+    DeregistrationProtection: AttributeValue | None
+    ImageId: String | None
+    LaunchPermissions: LaunchPermissionList | None
+    ProductCodes: ProductCodeList | None
+    BlockDeviceMappings: BlockDeviceMappingList | None
+
+
+ImageNameRequestList = list[ImageNameRequest]
+MarketplaceProductCodeRequestList = list[MarketplaceProductCodeRequest]
+ImageProviderRequestList = list[ImageProviderRequest]
 
 
 class ImageCriterionRequest(TypedDict, total=False):
-    ImageProviders: Optional[ImageProviderRequestList]
-    MarketplaceProductCodes: Optional[MarketplaceProductCodeRequestList]
-    ImageNames: Optional[ImageNameRequestList]
-    DeprecationTimeCondition: Optional[DeprecationTimeConditionRequest]
-    CreationDateCondition: Optional[CreationDateConditionRequest]
+    ImageProviders: ImageProviderRequestList | None
+    MarketplaceProductCodes: MarketplaceProductCodeRequestList | None
+    ImageNames: ImageNameRequestList | None
+    DeprecationTimeCondition: DeprecationTimeConditionRequest | None
+    CreationDateCondition: CreationDateConditionRequest | None
 
 
-ImageCriterionRequestList = List[ImageCriterionRequest]
+ImageCriterionRequestList = list[ImageCriterionRequest]
 
 
 class UserBucket(TypedDict, total=False):
-    S3Bucket: Optional[String]
-    S3Key: Optional[String]
+    S3Bucket: String | None
+    S3Key: String | None
 
 
 class ImageDiskContainer(TypedDict, total=False):
-    Description: Optional[String]
-    DeviceName: Optional[String]
-    Format: Optional[String]
-    SnapshotId: Optional[SnapshotId]
-    Url: Optional[SensitiveUrl]
-    UserBucket: Optional[UserBucket]
+    Description: String | None
+    DeviceName: String | None
+    Format: String | None
+    SnapshotId: SnapshotId | None
+    Url: SensitiveUrl | None
+    UserBucket: UserBucket | None
 
 
-ImageDiskContainerList = List[ImageDiskContainer]
+ImageDiskContainerList = list[ImageDiskContainer]
 
 
 class ImageRecycleBinInfo(TypedDict, total=False):
-    ImageId: Optional[String]
-    Name: Optional[String]
-    Description: Optional[String]
-    RecycleBinEnterTime: Optional[MillisecondDateTime]
-    RecycleBinExitTime: Optional[MillisecondDateTime]
+    ImageId: String | None
+    Name: String | None
+    Description: String | None
+    RecycleBinEnterTime: MillisecondDateTime | None
+    RecycleBinExitTime: MillisecondDateTime | None
 
 
-ImageRecycleBinInfoList = List[ImageRecycleBinInfo]
+ImageRecycleBinInfoList = list[ImageRecycleBinInfo]
 
 
 class ImportClientVpnClientCertificateRevocationListRequest(ServiceRequest):
     ClientVpnEndpointId: ClientVpnEndpointId
     CertificateRevocationList: String
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class ImportClientVpnClientCertificateRevocationListResult(TypedDict, total=False):
-    Return: Optional[Boolean]
+    Return: Boolean | None
 
 
 class ImportImageLicenseConfigurationRequest(TypedDict, total=False):
-    LicenseConfigurationArn: Optional[String]
+    LicenseConfigurationArn: String | None
 
 
-ImportImageLicenseSpecificationListRequest = List[ImportImageLicenseConfigurationRequest]
+ImportImageLicenseSpecificationListRequest = list[ImportImageLicenseConfigurationRequest]
 
 
 class ImportImageRequest(ServiceRequest):
-    Architecture: Optional[String]
-    ClientData: Optional[ClientData]
-    ClientToken: Optional[String]
-    Description: Optional[String]
-    DiskContainers: Optional[ImageDiskContainerList]
-    DryRun: Optional[Boolean]
-    Encrypted: Optional[Boolean]
-    Hypervisor: Optional[String]
-    KmsKeyId: Optional[KmsKeyId]
-    LicenseType: Optional[String]
-    Platform: Optional[String]
-    RoleName: Optional[String]
-    LicenseSpecifications: Optional[ImportImageLicenseSpecificationListRequest]
-    TagSpecifications: Optional[TagSpecificationList]
-    UsageOperation: Optional[String]
-    BootMode: Optional[BootModeValues]
+    Architecture: String | None
+    ClientData: ClientData | None
+    ClientToken: String | None
+    Description: String | None
+    DiskContainers: ImageDiskContainerList | None
+    DryRun: Boolean | None
+    Encrypted: Boolean | None
+    Hypervisor: String | None
+    KmsKeyId: KmsKeyId | None
+    LicenseType: String | None
+    Platform: String | None
+    RoleName: String | None
+    LicenseSpecifications: ImportImageLicenseSpecificationListRequest | None
+    TagSpecifications: TagSpecificationList | None
+    UsageOperation: String | None
+    BootMode: BootModeValues | None
 
 
 class ImportImageResult(TypedDict, total=False):
-    Architecture: Optional[String]
-    Description: Optional[String]
-    Encrypted: Optional[Boolean]
-    Hypervisor: Optional[String]
-    ImageId: Optional[String]
-    ImportTaskId: Optional[ImportImageTaskId]
-    KmsKeyId: Optional[KmsKeyId]
-    LicenseType: Optional[String]
-    Platform: Optional[String]
-    Progress: Optional[String]
-    SnapshotDetails: Optional[SnapshotDetailList]
-    Status: Optional[String]
-    StatusMessage: Optional[String]
-    LicenseSpecifications: Optional[ImportImageLicenseSpecificationListResponse]
-    Tags: Optional[TagList]
-    UsageOperation: Optional[String]
+    Architecture: String | None
+    Description: String | None
+    Encrypted: Boolean | None
+    Hypervisor: String | None
+    ImageId: String | None
+    ImportTaskId: ImportImageTaskId | None
+    KmsKeyId: KmsKeyId | None
+    LicenseType: String | None
+    Platform: String | None
+    Progress: String | None
+    SnapshotDetails: SnapshotDetailList | None
+    Status: String | None
+    StatusMessage: String | None
+    LicenseSpecifications: ImportImageLicenseSpecificationListResponse | None
+    Tags: TagList | None
+    UsageOperation: String | None
 
 
 class UserData(TypedDict, total=False):
-    Data: Optional[String]
+    Data: String | None
 
 
 class ImportInstanceLaunchSpecification(TypedDict, total=False):
-    Architecture: Optional[ArchitectureValues]
-    GroupNames: Optional[SecurityGroupStringList]
-    GroupIds: Optional[SecurityGroupIdStringList]
-    AdditionalInfo: Optional[String]
-    UserData: Optional[UserData]
-    InstanceType: Optional[InstanceType]
-    Placement: Optional[Placement]
-    Monitoring: Optional[Boolean]
-    SubnetId: Optional[SubnetId]
-    InstanceInitiatedShutdownBehavior: Optional[ShutdownBehavior]
-    PrivateIpAddress: Optional[String]
+    Architecture: ArchitectureValues | None
+    GroupNames: SecurityGroupStringList | None
+    GroupIds: SecurityGroupIdStringList | None
+    AdditionalInfo: String | None
+    UserData: UserData | None
+    InstanceType: InstanceType | None
+    Placement: Placement | None
+    Monitoring: Boolean | None
+    SubnetId: SubnetId | None
+    InstanceInitiatedShutdownBehavior: ShutdownBehavior | None
+    PrivateIpAddress: String | None
 
 
 class ImportInstanceRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    Description: Optional[String]
-    LaunchSpecification: Optional[ImportInstanceLaunchSpecification]
-    DiskImages: Optional[DiskImageList]
+    DryRun: Boolean | None
+    Description: String | None
+    LaunchSpecification: ImportInstanceLaunchSpecification | None
+    DiskImages: DiskImageList | None
     Platform: PlatformValues
 
 
 class ImportInstanceResult(TypedDict, total=False):
-    ConversionTask: Optional[ConversionTask]
+    ConversionTask: ConversionTask | None
 
 
 class ImportKeyPairRequest(ServiceRequest):
-    TagSpecifications: Optional[TagSpecificationList]
-    DryRun: Optional[Boolean]
+    TagSpecifications: TagSpecificationList | None
+    DryRun: Boolean | None
     KeyName: String
     PublicKeyMaterial: Blob
 
 
 class ImportKeyPairResult(TypedDict, total=False):
-    KeyFingerprint: Optional[String]
-    KeyName: Optional[String]
-    KeyPairId: Optional[String]
-    Tags: Optional[TagList]
+    KeyFingerprint: String | None
+    KeyName: String | None
+    KeyPairId: String | None
+    Tags: TagList | None
 
 
 class SnapshotDiskContainer(TypedDict, total=False):
-    Description: Optional[String]
-    Format: Optional[String]
-    Url: Optional[SensitiveUrl]
-    UserBucket: Optional[UserBucket]
+    Description: String | None
+    Format: String | None
+    Url: SensitiveUrl | None
+    UserBucket: UserBucket | None
 
 
 class ImportSnapshotRequest(ServiceRequest):
-    ClientData: Optional[ClientData]
-    ClientToken: Optional[String]
-    Description: Optional[String]
-    DiskContainer: Optional[SnapshotDiskContainer]
-    DryRun: Optional[Boolean]
-    Encrypted: Optional[Boolean]
-    KmsKeyId: Optional[KmsKeyId]
-    RoleName: Optional[String]
-    TagSpecifications: Optional[TagSpecificationList]
+    ClientData: ClientData | None
+    ClientToken: String | None
+    Description: String | None
+    DiskContainer: SnapshotDiskContainer | None
+    DryRun: Boolean | None
+    Encrypted: Boolean | None
+    KmsKeyId: KmsKeyId | None
+    RoleName: String | None
+    TagSpecifications: TagSpecificationList | None
 
 
 class ImportSnapshotResult(TypedDict, total=False):
-    Description: Optional[String]
-    ImportTaskId: Optional[String]
-    SnapshotTaskDetail: Optional[SnapshotTaskDetail]
-    Tags: Optional[TagList]
+    Description: String | None
+    ImportTaskId: String | None
+    SnapshotTaskDetail: SnapshotTaskDetail | None
+    Tags: TagList | None
 
 
 class ImportVolumeRequest(ServiceRequest):
-    AvailabilityZoneId: Optional[AvailabilityZoneId]
-    DryRun: Optional[Boolean]
-    AvailabilityZone: Optional[String]
+    AvailabilityZoneId: AvailabilityZoneId | None
+    DryRun: Boolean | None
+    AvailabilityZone: String | None
     Image: DiskImageDetail
-    Description: Optional[String]
+    Description: String | None
     Volume: VolumeDetail
 
 
 class ImportVolumeResult(TypedDict, total=False):
-    ConversionTask: Optional[ConversionTask]
+    ConversionTask: ConversionTask | None
 
 
 class InstanceAttribute(TypedDict, total=False):
-    BlockDeviceMappings: Optional[InstanceBlockDeviceMappingList]
-    DisableApiTermination: Optional[AttributeBooleanValue]
-    EnaSupport: Optional[AttributeBooleanValue]
-    EnclaveOptions: Optional[EnclaveOptions]
-    EbsOptimized: Optional[AttributeBooleanValue]
-    InstanceId: Optional[String]
-    InstanceInitiatedShutdownBehavior: Optional[AttributeValue]
-    InstanceType: Optional[AttributeValue]
-    KernelId: Optional[AttributeValue]
-    ProductCodes: Optional[ProductCodeList]
-    RamdiskId: Optional[AttributeValue]
-    RootDeviceName: Optional[AttributeValue]
-    SourceDestCheck: Optional[AttributeBooleanValue]
-    SriovNetSupport: Optional[AttributeValue]
-    UserData: Optional[AttributeValue]
-    DisableApiStop: Optional[AttributeBooleanValue]
-    Groups: Optional[GroupIdentifierList]
+    BlockDeviceMappings: InstanceBlockDeviceMappingList | None
+    DisableApiTermination: AttributeBooleanValue | None
+    EnaSupport: AttributeBooleanValue | None
+    EnclaveOptions: EnclaveOptions | None
+    EbsOptimized: AttributeBooleanValue | None
+    InstanceId: String | None
+    InstanceInitiatedShutdownBehavior: AttributeValue | None
+    InstanceType: AttributeValue | None
+    KernelId: AttributeValue | None
+    ProductCodes: ProductCodeList | None
+    RamdiskId: AttributeValue | None
+    RootDeviceName: AttributeValue | None
+    SourceDestCheck: AttributeBooleanValue | None
+    SriovNetSupport: AttributeValue | None
+    UserData: AttributeValue | None
+    DisableApiStop: AttributeBooleanValue | None
+    Groups: GroupIdentifierList | None
 
 
 class InstanceBlockDeviceMappingSpecification(TypedDict, total=False):
-    DeviceName: Optional[String]
-    Ebs: Optional[EbsInstanceBlockDeviceSpecification]
-    VirtualName: Optional[String]
-    NoDevice: Optional[String]
+    DeviceName: String | None
+    Ebs: EbsInstanceBlockDeviceSpecification | None
+    VirtualName: String | None
+    NoDevice: String | None
 
 
-InstanceBlockDeviceMappingSpecificationList = List[InstanceBlockDeviceMappingSpecification]
+InstanceBlockDeviceMappingSpecificationList = list[InstanceBlockDeviceMappingSpecification]
 
 
 class InstanceCreditSpecificationRequest(TypedDict, total=False):
     InstanceId: InstanceId
-    CpuCredits: Optional[String]
+    CpuCredits: String | None
 
 
-InstanceCreditSpecificationListRequest = List[InstanceCreditSpecificationRequest]
-InstanceIdSet = List[InstanceId]
+InstanceCreditSpecificationListRequest = list[InstanceCreditSpecificationRequest]
+InstanceIdSet = list[InstanceId]
 
 
 class InstanceMaintenanceOptionsRequest(TypedDict, total=False):
-    AutoRecovery: Optional[InstanceAutoRecoveryState]
+    AutoRecovery: InstanceAutoRecoveryState | None
 
 
 class SpotMarketOptions(TypedDict, total=False):
-    MaxPrice: Optional[String]
-    SpotInstanceType: Optional[SpotInstanceType]
-    BlockDurationMinutes: Optional[Integer]
-    ValidUntil: Optional[DateTime]
-    InstanceInterruptionBehavior: Optional[InstanceInterruptionBehavior]
+    MaxPrice: String | None
+    SpotInstanceType: SpotInstanceType | None
+    BlockDurationMinutes: Integer | None
+    ValidUntil: DateTime | None
+    InstanceInterruptionBehavior: InstanceInterruptionBehavior | None
 
 
 class InstanceMarketOptionsRequest(TypedDict, total=False):
-    MarketType: Optional[MarketType]
-    SpotOptions: Optional[SpotMarketOptions]
+    MarketType: MarketType | None
+    SpotOptions: SpotMarketOptions | None
 
 
 class InstanceMetadataOptionsRequest(TypedDict, total=False):
-    HttpTokens: Optional[HttpTokensState]
-    HttpPutResponseHopLimit: Optional[Integer]
-    HttpEndpoint: Optional[InstanceMetadataEndpointState]
-    HttpProtocolIpv6: Optional[InstanceMetadataProtocolState]
-    InstanceMetadataTags: Optional[InstanceMetadataTagsState]
+    HttpTokens: HttpTokensState | None
+    HttpPutResponseHopLimit: Integer | None
+    HttpEndpoint: InstanceMetadataEndpointState | None
+    HttpProtocolIpv6: InstanceMetadataProtocolState | None
+    InstanceMetadataTags: InstanceMetadataTagsState | None
 
 
 class InstanceMonitoring(TypedDict, total=False):
-    InstanceId: Optional[String]
-    Monitoring: Optional[Monitoring]
+    InstanceId: String | None
+    Monitoring: Monitoring | None
 
 
-InstanceMonitoringList = List[InstanceMonitoring]
+InstanceMonitoringList = list[InstanceMonitoring]
 
 
 class InstanceNetworkPerformanceOptionsRequest(TypedDict, total=False):
-    BandwidthWeighting: Optional[InstanceBandwidthWeighting]
+    BandwidthWeighting: InstanceBandwidthWeighting | None
 
 
 class InstanceStateChange(TypedDict, total=False):
-    InstanceId: Optional[String]
-    CurrentState: Optional[InstanceState]
-    PreviousState: Optional[InstanceState]
+    InstanceId: String | None
+    CurrentState: InstanceState | None
+    PreviousState: InstanceState | None
 
 
-InstanceStateChangeList = List[InstanceStateChange]
+InstanceStateChangeList = list[InstanceStateChange]
 
 
 class IpamCidrAuthorizationContext(TypedDict, total=False):
-    Message: Optional[String]
-    Signature: Optional[String]
+    Message: String | None
+    Signature: String | None
 
 
 class KeyPair(TypedDict, total=False):
-    KeyPairId: Optional[String]
-    Tags: Optional[TagList]
-    KeyName: Optional[String]
-    KeyFingerprint: Optional[String]
-    KeyMaterial: Optional[SensitiveUserData]
+    KeyPairId: String | None
+    Tags: TagList | None
+    KeyName: String | None
+    KeyFingerprint: String | None
+    KeyMaterial: SensitiveUserData | None
 
 
 class LaunchPermissionModifications(TypedDict, total=False):
-    Add: Optional[LaunchPermissionList]
-    Remove: Optional[LaunchPermissionList]
+    Add: LaunchPermissionList | None
+    Remove: LaunchPermissionList | None
 
 
 class LaunchTemplateSpecification(TypedDict, total=False):
-    LaunchTemplateId: Optional[LaunchTemplateId]
-    LaunchTemplateName: Optional[String]
-    Version: Optional[String]
+    LaunchTemplateId: LaunchTemplateId | None
+    LaunchTemplateName: String | None
+    Version: String | None
 
 
 class LicenseConfigurationRequest(TypedDict, total=False):
-    LicenseConfigurationArn: Optional[String]
+    LicenseConfigurationArn: String | None
 
 
-LicenseSpecificationListRequest = List[LicenseConfigurationRequest]
+LicenseSpecificationListRequest = list[LicenseConfigurationRequest]
 
 
 class ListImagesInRecycleBinRequest(ServiceRequest):
-    ImageIds: Optional[ImageIdStringList]
-    NextToken: Optional[String]
-    MaxResults: Optional[ListImagesInRecycleBinMaxResults]
-    DryRun: Optional[Boolean]
+    ImageIds: ImageIdStringList | None
+    NextToken: String | None
+    MaxResults: ListImagesInRecycleBinMaxResults | None
+    DryRun: Boolean | None
 
 
 class ListImagesInRecycleBinResult(TypedDict, total=False):
-    Images: Optional[ImageRecycleBinInfoList]
-    NextToken: Optional[String]
+    Images: ImageRecycleBinInfoList | None
+    NextToken: String | None
 
 
 class ListSnapshotsInRecycleBinRequest(ServiceRequest):
-    MaxResults: Optional[ListSnapshotsInRecycleBinMaxResults]
-    NextToken: Optional[String]
-    SnapshotIds: Optional[SnapshotIdStringList]
-    DryRun: Optional[Boolean]
+    MaxResults: ListSnapshotsInRecycleBinMaxResults | None
+    NextToken: String | None
+    SnapshotIds: SnapshotIdStringList | None
+    DryRun: Boolean | None
 
 
 class SnapshotRecycleBinInfo(TypedDict, total=False):
-    SnapshotId: Optional[String]
-    RecycleBinEnterTime: Optional[MillisecondDateTime]
-    RecycleBinExitTime: Optional[MillisecondDateTime]
-    Description: Optional[String]
-    VolumeId: Optional[String]
+    SnapshotId: String | None
+    RecycleBinEnterTime: MillisecondDateTime | None
+    RecycleBinExitTime: MillisecondDateTime | None
+    Description: String | None
+    VolumeId: String | None
 
 
-SnapshotRecycleBinInfoList = List[SnapshotRecycleBinInfo]
+SnapshotRecycleBinInfoList = list[SnapshotRecycleBinInfo]
 
 
 class ListSnapshotsInRecycleBinResult(TypedDict, total=False):
-    Snapshots: Optional[SnapshotRecycleBinInfoList]
-    NextToken: Optional[String]
+    Snapshots: SnapshotRecycleBinInfoList | None
+    NextToken: String | None
 
 
 class LoadPermissionRequest(TypedDict, total=False):
-    Group: Optional[PermissionGroup]
-    UserId: Optional[String]
+    Group: PermissionGroup | None
+    UserId: String | None
 
 
-LoadPermissionListRequest = List[LoadPermissionRequest]
+LoadPermissionListRequest = list[LoadPermissionRequest]
 
 
 class LoadPermissionModifications(TypedDict, total=False):
-    Add: Optional[LoadPermissionListRequest]
-    Remove: Optional[LoadPermissionListRequest]
+    Add: LoadPermissionListRequest | None
+    Remove: LoadPermissionListRequest | None
 
 
-LocalGatewayRouteList = List[LocalGatewayRoute]
+LocalGatewayRouteList = list[LocalGatewayRoute]
 
 
 class LockSnapshotRequest(ServiceRequest):
     SnapshotId: SnapshotId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     LockMode: LockMode
-    CoolOffPeriod: Optional[CoolOffPeriodRequestHours]
-    LockDuration: Optional[RetentionPeriodRequestDays]
-    ExpirationDate: Optional[MillisecondDateTime]
+    CoolOffPeriod: CoolOffPeriodRequestHours | None
+    LockDuration: RetentionPeriodRequestDays | None
+    ExpirationDate: MillisecondDateTime | None
 
 
 class LockSnapshotResult(TypedDict, total=False):
-    SnapshotId: Optional[String]
-    LockState: Optional[LockState]
-    LockDuration: Optional[RetentionPeriodResponseDays]
-    CoolOffPeriod: Optional[CoolOffPeriodResponseHours]
-    CoolOffPeriodExpiresOn: Optional[MillisecondDateTime]
-    LockCreatedOn: Optional[MillisecondDateTime]
-    LockExpiresOn: Optional[MillisecondDateTime]
-    LockDurationStartTime: Optional[MillisecondDateTime]
+    SnapshotId: String | None
+    LockState: LockState | None
+    LockDuration: RetentionPeriodResponseDays | None
+    CoolOffPeriod: CoolOffPeriodResponseHours | None
+    CoolOffPeriodExpiresOn: MillisecondDateTime | None
+    LockCreatedOn: MillisecondDateTime | None
+    LockExpiresOn: MillisecondDateTime | None
+    LockDurationStartTime: MillisecondDateTime | None
 
 
 class ModifyAddressAttributeRequest(ServiceRequest):
     AllocationId: AllocationId
-    DomainName: Optional[String]
-    DryRun: Optional[Boolean]
+    DomainName: String | None
+    DryRun: Boolean | None
 
 
 class ModifyAddressAttributeResult(TypedDict, total=False):
-    Address: Optional[AddressAttribute]
+    Address: AddressAttribute | None
 
 
 class ModifyAvailabilityZoneGroupRequest(ServiceRequest):
     GroupName: String
     OptInStatus: ModifyAvailabilityZoneOptInStatus
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class ModifyAvailabilityZoneGroupResult(TypedDict, total=False):
-    Return: Optional[Boolean]
+    Return: Boolean | None
 
 
 class ModifyCapacityReservationFleetRequest(ServiceRequest):
     CapacityReservationFleetId: CapacityReservationFleetId
-    TotalTargetCapacity: Optional[Integer]
-    EndDate: Optional[MillisecondDateTime]
-    DryRun: Optional[Boolean]
-    RemoveEndDate: Optional[Boolean]
+    TotalTargetCapacity: Integer | None
+    EndDate: MillisecondDateTime | None
+    DryRun: Boolean | None
+    RemoveEndDate: Boolean | None
 
 
 class ModifyCapacityReservationFleetResult(TypedDict, total=False):
-    Return: Optional[Boolean]
+    Return: Boolean | None
 
 
 class ModifyCapacityReservationRequest(ServiceRequest):
     CapacityReservationId: CapacityReservationId
-    InstanceCount: Optional[Integer]
-    EndDate: Optional[DateTime]
-    EndDateType: Optional[EndDateType]
-    Accept: Optional[Boolean]
-    DryRun: Optional[Boolean]
-    AdditionalInfo: Optional[String]
-    InstanceMatchCriteria: Optional[InstanceMatchCriteria]
+    InstanceCount: Integer | None
+    EndDate: DateTime | None
+    EndDateType: EndDateType | None
+    Accept: Boolean | None
+    DryRun: Boolean | None
+    AdditionalInfo: String | None
+    InstanceMatchCriteria: InstanceMatchCriteria | None
 
 
 class ModifyCapacityReservationResult(TypedDict, total=False):
-    Return: Optional[Boolean]
+    Return: Boolean | None
 
 
 class ModifyClientVpnEndpointRequest(ServiceRequest):
     ClientVpnEndpointId: ClientVpnEndpointId
-    ServerCertificateArn: Optional[String]
-    ConnectionLogOptions: Optional[ConnectionLogOptions]
-    DnsServers: Optional[DnsServersOptionsModifyStructure]
-    VpnPort: Optional[Integer]
-    Description: Optional[String]
-    SplitTunnel: Optional[Boolean]
-    DryRun: Optional[Boolean]
-    SecurityGroupIds: Optional[ClientVpnSecurityGroupIdSet]
-    VpcId: Optional[VpcId]
-    SelfServicePortal: Optional[SelfServicePortal]
-    ClientConnectOptions: Optional[ClientConnectOptions]
-    SessionTimeoutHours: Optional[Integer]
-    ClientLoginBannerOptions: Optional[ClientLoginBannerOptions]
-    ClientRouteEnforcementOptions: Optional[ClientRouteEnforcementOptions]
-    DisconnectOnSessionTimeout: Optional[Boolean]
+    ServerCertificateArn: String | None
+    ConnectionLogOptions: ConnectionLogOptions | None
+    DnsServers: DnsServersOptionsModifyStructure | None
+    VpnPort: Integer | None
+    Description: String | None
+    SplitTunnel: Boolean | None
+    DryRun: Boolean | None
+    SecurityGroupIds: ClientVpnSecurityGroupIdSet | None
+    VpcId: VpcId | None
+    SelfServicePortal: SelfServicePortal | None
+    ClientConnectOptions: ClientConnectOptions | None
+    SessionTimeoutHours: Integer | None
+    ClientLoginBannerOptions: ClientLoginBannerOptions | None
+    ClientRouteEnforcementOptions: ClientRouteEnforcementOptions | None
+    DisconnectOnSessionTimeout: Boolean | None
 
 
 class ModifyClientVpnEndpointResult(TypedDict, total=False):
-    Return: Optional[Boolean]
+    Return: Boolean | None
 
 
 class ModifyDefaultCreditSpecificationRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     InstanceFamily: UnlimitedSupportedInstanceFamily
     CpuCredits: String
 
 
 class ModifyDefaultCreditSpecificationResult(TypedDict, total=False):
-    InstanceFamilyCreditSpecification: Optional[InstanceFamilyCreditSpecification]
+    InstanceFamilyCreditSpecification: InstanceFamilyCreditSpecification | None
 
 
 class ModifyEbsDefaultKmsKeyIdRequest(ServiceRequest):
     KmsKeyId: KmsKeyId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class ModifyEbsDefaultKmsKeyIdResult(TypedDict, total=False):
-    KmsKeyId: Optional[String]
+    KmsKeyId: String | None
 
 
 class ModifyFleetRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    ExcessCapacityTerminationPolicy: Optional[FleetExcessCapacityTerminationPolicy]
-    LaunchTemplateConfigs: Optional[FleetLaunchTemplateConfigListRequest]
+    DryRun: Boolean | None
+    ExcessCapacityTerminationPolicy: FleetExcessCapacityTerminationPolicy | None
+    LaunchTemplateConfigs: FleetLaunchTemplateConfigListRequest | None
     FleetId: FleetId
-    TargetCapacitySpecification: Optional[TargetCapacitySpecificationRequest]
-    Context: Optional[String]
+    TargetCapacitySpecification: TargetCapacitySpecificationRequest | None
+    Context: String | None
 
 
 class ModifyFleetResult(TypedDict, total=False):
-    Return: Optional[Boolean]
+    Return: Boolean | None
 
 
-ProductCodeStringList = List[String]
-UserGroupStringList = List[String]
-UserIdStringList = List[String]
+ProductCodeStringList = list[String]
+UserGroupStringList = list[String]
+UserIdStringList = list[String]
 
 
 class ModifyFpgaImageAttributeRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     FpgaImageId: FpgaImageId
-    Attribute: Optional[FpgaImageAttributeName]
-    OperationType: Optional[OperationType]
-    UserIds: Optional[UserIdStringList]
-    UserGroups: Optional[UserGroupStringList]
-    ProductCodes: Optional[ProductCodeStringList]
-    LoadPermission: Optional[LoadPermissionModifications]
-    Description: Optional[String]
-    Name: Optional[String]
+    Attribute: FpgaImageAttributeName | None
+    OperationType: OperationType | None
+    UserIds: UserIdStringList | None
+    UserGroups: UserGroupStringList | None
+    ProductCodes: ProductCodeStringList | None
+    LoadPermission: LoadPermissionModifications | None
+    Description: String | None
+    Name: String | None
 
 
 class ModifyFpgaImageAttributeResult(TypedDict, total=False):
-    FpgaImageAttribute: Optional[FpgaImageAttribute]
+    FpgaImageAttribute: FpgaImageAttribute | None
 
 
 class ModifyHostsRequest(ServiceRequest):
-    HostRecovery: Optional[HostRecovery]
-    InstanceType: Optional[String]
-    InstanceFamily: Optional[String]
-    HostMaintenance: Optional[HostMaintenance]
+    HostRecovery: HostRecovery | None
+    InstanceType: String | None
+    InstanceFamily: String | None
+    HostMaintenance: HostMaintenance | None
     HostIds: RequestHostIdList
-    AutoPlacement: Optional[AutoPlacement]
+    AutoPlacement: AutoPlacement | None
 
 
-UnsuccessfulItemList = List[UnsuccessfulItem]
+UnsuccessfulItemList = list[UnsuccessfulItem]
 
 
 class ModifyHostsResult(TypedDict, total=False):
-    Successful: Optional[ResponseHostIdList]
-    Unsuccessful: Optional[UnsuccessfulItemList]
+    Successful: ResponseHostIdList | None
+    Unsuccessful: UnsuccessfulItemList | None
 
 
 class ModifyIdFormatRequest(ServiceRequest):
@@ -19749,1165 +19781,1167 @@ class ModifyIdentityIdFormatRequest(ServiceRequest):
     PrincipalArn: String
 
 
-OrganizationalUnitArnStringList = List[String]
-OrganizationArnStringList = List[String]
+OrganizationalUnitArnStringList = list[String]
+OrganizationArnStringList = list[String]
 
 
 class ModifyImageAttributeRequest(ServiceRequest):
-    Attribute: Optional[String]
-    Description: Optional[AttributeValue]
+    Attribute: String | None
+    Description: AttributeValue | None
     ImageId: ImageId
-    LaunchPermission: Optional[LaunchPermissionModifications]
-    OperationType: Optional[OperationType]
-    ProductCodes: Optional[ProductCodeStringList]
-    UserGroups: Optional[UserGroupStringList]
-    UserIds: Optional[UserIdStringList]
-    Value: Optional[String]
-    OrganizationArns: Optional[OrganizationArnStringList]
-    OrganizationalUnitArns: Optional[OrganizationalUnitArnStringList]
-    ImdsSupport: Optional[AttributeValue]
-    DryRun: Optional[Boolean]
+    LaunchPermission: LaunchPermissionModifications | None
+    OperationType: OperationType | None
+    ProductCodes: ProductCodeStringList | None
+    UserGroups: UserGroupStringList | None
+    UserIds: UserIdStringList | None
+    Value: String | None
+    OrganizationArns: OrganizationArnStringList | None
+    OrganizationalUnitArns: OrganizationalUnitArnStringList | None
+    ImdsSupport: AttributeValue | None
+    DryRun: Boolean | None
 
 
 class ModifyInstanceAttributeRequest(ServiceRequest):
-    SourceDestCheck: Optional[AttributeBooleanValue]
-    DisableApiStop: Optional[AttributeBooleanValue]
-    DryRun: Optional[Boolean]
+    SourceDestCheck: AttributeBooleanValue | None
+    DisableApiStop: AttributeBooleanValue | None
+    DryRun: Boolean | None
     InstanceId: InstanceId
-    Attribute: Optional[InstanceAttributeName]
-    Value: Optional[String]
-    BlockDeviceMappings: Optional[InstanceBlockDeviceMappingSpecificationList]
-    DisableApiTermination: Optional[AttributeBooleanValue]
-    InstanceType: Optional[AttributeValue]
-    Kernel: Optional[AttributeValue]
-    Ramdisk: Optional[AttributeValue]
-    UserData: Optional[BlobAttributeValue]
-    InstanceInitiatedShutdownBehavior: Optional[AttributeValue]
-    Groups: Optional[GroupIdStringList]
-    EbsOptimized: Optional[AttributeBooleanValue]
-    SriovNetSupport: Optional[AttributeValue]
-    EnaSupport: Optional[AttributeBooleanValue]
+    Attribute: InstanceAttributeName | None
+    Value: String | None
+    BlockDeviceMappings: InstanceBlockDeviceMappingSpecificationList | None
+    DisableApiTermination: AttributeBooleanValue | None
+    InstanceType: AttributeValue | None
+    Kernel: AttributeValue | None
+    Ramdisk: AttributeValue | None
+    UserData: BlobAttributeValue | None
+    InstanceInitiatedShutdownBehavior: AttributeValue | None
+    Groups: GroupIdStringList | None
+    EbsOptimized: AttributeBooleanValue | None
+    SriovNetSupport: AttributeValue | None
+    EnaSupport: AttributeBooleanValue | None
 
 
 class ModifyInstanceCapacityReservationAttributesRequest(ServiceRequest):
     InstanceId: InstanceId
     CapacityReservationSpecification: CapacityReservationSpecification
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class ModifyInstanceCapacityReservationAttributesResult(TypedDict, total=False):
-    Return: Optional[Boolean]
+    Return: Boolean | None
 
 
 class ModifyInstanceConnectEndpointRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     InstanceConnectEndpointId: InstanceConnectEndpointId
-    IpAddressType: Optional[IpAddressType]
-    SecurityGroupIds: Optional[SecurityGroupIdStringListRequest]
-    PreserveClientIp: Optional[Boolean]
+    IpAddressType: IpAddressType | None
+    SecurityGroupIds: SecurityGroupIdStringListRequest | None
+    PreserveClientIp: Boolean | None
 
 
 class ModifyInstanceConnectEndpointResult(TypedDict, total=False):
-    Return: Optional[Boolean]
+    Return: Boolean | None
 
 
 class ModifyInstanceCpuOptionsRequest(ServiceRequest):
     InstanceId: InstanceId
     CoreCount: Integer
     ThreadsPerCore: Integer
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class ModifyInstanceCpuOptionsResult(TypedDict, total=False):
-    InstanceId: Optional[InstanceId]
-    CoreCount: Optional[Integer]
-    ThreadsPerCore: Optional[Integer]
+    InstanceId: InstanceId | None
+    CoreCount: Integer | None
+    ThreadsPerCore: Integer | None
 
 
 class ModifyInstanceCreditSpecificationRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    ClientToken: Optional[String]
+    DryRun: Boolean | None
+    ClientToken: String | None
     InstanceCreditSpecifications: InstanceCreditSpecificationListRequest
 
 
 class UnsuccessfulInstanceCreditSpecificationItemError(TypedDict, total=False):
-    Code: Optional[UnsuccessfulInstanceCreditSpecificationErrorCode]
-    Message: Optional[String]
+    Code: UnsuccessfulInstanceCreditSpecificationErrorCode | None
+    Message: String | None
 
 
 class UnsuccessfulInstanceCreditSpecificationItem(TypedDict, total=False):
-    InstanceId: Optional[String]
-    Error: Optional[UnsuccessfulInstanceCreditSpecificationItemError]
+    InstanceId: String | None
+    Error: UnsuccessfulInstanceCreditSpecificationItemError | None
 
 
-UnsuccessfulInstanceCreditSpecificationSet = List[UnsuccessfulInstanceCreditSpecificationItem]
+UnsuccessfulInstanceCreditSpecificationSet = list[UnsuccessfulInstanceCreditSpecificationItem]
 
 
 class SuccessfulInstanceCreditSpecificationItem(TypedDict, total=False):
-    InstanceId: Optional[String]
+    InstanceId: String | None
 
 
-SuccessfulInstanceCreditSpecificationSet = List[SuccessfulInstanceCreditSpecificationItem]
+SuccessfulInstanceCreditSpecificationSet = list[SuccessfulInstanceCreditSpecificationItem]
 
 
 class ModifyInstanceCreditSpecificationResult(TypedDict, total=False):
-    SuccessfulInstanceCreditSpecifications: Optional[SuccessfulInstanceCreditSpecificationSet]
-    UnsuccessfulInstanceCreditSpecifications: Optional[UnsuccessfulInstanceCreditSpecificationSet]
+    SuccessfulInstanceCreditSpecifications: SuccessfulInstanceCreditSpecificationSet | None
+    UnsuccessfulInstanceCreditSpecifications: UnsuccessfulInstanceCreditSpecificationSet | None
 
 
 class ModifyInstanceEventStartTimeRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     InstanceId: InstanceId
     InstanceEventId: String
     NotBefore: DateTime
 
 
 class ModifyInstanceEventStartTimeResult(TypedDict, total=False):
-    Event: Optional[InstanceStatusEvent]
+    Event: InstanceStatusEvent | None
 
 
 class ModifyInstanceEventWindowRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    Name: Optional[String]
+    DryRun: Boolean | None
+    Name: String | None
     InstanceEventWindowId: InstanceEventWindowId
-    TimeRanges: Optional[InstanceEventWindowTimeRangeRequestSet]
-    CronExpression: Optional[InstanceEventWindowCronExpression]
+    TimeRanges: InstanceEventWindowTimeRangeRequestSet | None
+    CronExpression: InstanceEventWindowCronExpression | None
 
 
 class ModifyInstanceEventWindowResult(TypedDict, total=False):
-    InstanceEventWindow: Optional[InstanceEventWindow]
+    InstanceEventWindow: InstanceEventWindow | None
 
 
 class ModifyInstanceMaintenanceOptionsRequest(ServiceRequest):
     InstanceId: InstanceId
-    AutoRecovery: Optional[InstanceAutoRecoveryState]
-    RebootMigration: Optional[InstanceRebootMigrationState]
-    DryRun: Optional[Boolean]
+    AutoRecovery: InstanceAutoRecoveryState | None
+    RebootMigration: InstanceRebootMigrationState | None
+    DryRun: Boolean | None
 
 
 class ModifyInstanceMaintenanceOptionsResult(TypedDict, total=False):
-    InstanceId: Optional[String]
-    AutoRecovery: Optional[InstanceAutoRecoveryState]
-    RebootMigration: Optional[InstanceRebootMigrationState]
+    InstanceId: String | None
+    AutoRecovery: InstanceAutoRecoveryState | None
+    RebootMigration: InstanceRebootMigrationState | None
 
 
 class ModifyInstanceMetadataDefaultsRequest(ServiceRequest):
-    HttpTokens: Optional[MetadataDefaultHttpTokensState]
-    HttpPutResponseHopLimit: Optional[BoxedInteger]
-    HttpEndpoint: Optional[DefaultInstanceMetadataEndpointState]
-    InstanceMetadataTags: Optional[DefaultInstanceMetadataTagsState]
-    DryRun: Optional[Boolean]
+    HttpTokens: MetadataDefaultHttpTokensState | None
+    HttpPutResponseHopLimit: BoxedInteger | None
+    HttpEndpoint: DefaultInstanceMetadataEndpointState | None
+    InstanceMetadataTags: DefaultInstanceMetadataTagsState | None
+    DryRun: Boolean | None
 
 
 class ModifyInstanceMetadataDefaultsResult(TypedDict, total=False):
-    Return: Optional[Boolean]
+    Return: Boolean | None
 
 
 class ModifyInstanceMetadataOptionsRequest(ServiceRequest):
     InstanceId: InstanceId
-    HttpTokens: Optional[HttpTokensState]
-    HttpPutResponseHopLimit: Optional[Integer]
-    HttpEndpoint: Optional[InstanceMetadataEndpointState]
-    DryRun: Optional[Boolean]
-    HttpProtocolIpv6: Optional[InstanceMetadataProtocolState]
-    InstanceMetadataTags: Optional[InstanceMetadataTagsState]
+    HttpTokens: HttpTokensState | None
+    HttpPutResponseHopLimit: Integer | None
+    HttpEndpoint: InstanceMetadataEndpointState | None
+    DryRun: Boolean | None
+    HttpProtocolIpv6: InstanceMetadataProtocolState | None
+    InstanceMetadataTags: InstanceMetadataTagsState | None
 
 
 class ModifyInstanceMetadataOptionsResult(TypedDict, total=False):
-    InstanceId: Optional[String]
-    InstanceMetadataOptions: Optional[InstanceMetadataOptionsResponse]
+    InstanceId: String | None
+    InstanceMetadataOptions: InstanceMetadataOptionsResponse | None
 
 
 class ModifyInstanceNetworkPerformanceRequest(ServiceRequest):
     InstanceId: InstanceId
     BandwidthWeighting: InstanceBandwidthWeighting
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class ModifyInstanceNetworkPerformanceResult(TypedDict, total=False):
-    InstanceId: Optional[InstanceId]
-    BandwidthWeighting: Optional[InstanceBandwidthWeighting]
+    InstanceId: InstanceId | None
+    BandwidthWeighting: InstanceBandwidthWeighting | None
 
 
 class ModifyInstancePlacementRequest(ServiceRequest):
-    GroupName: Optional[PlacementGroupName]
-    PartitionNumber: Optional[Integer]
-    HostResourceGroupArn: Optional[String]
-    GroupId: Optional[PlacementGroupId]
+    GroupName: PlacementGroupName | None
+    PartitionNumber: Integer | None
+    HostResourceGroupArn: String | None
+    GroupId: PlacementGroupId | None
     InstanceId: InstanceId
-    Tenancy: Optional[HostTenancy]
-    Affinity: Optional[Affinity]
-    HostId: Optional[DedicatedHostId]
+    Tenancy: HostTenancy | None
+    Affinity: Affinity | None
+    HostId: DedicatedHostId | None
 
 
 class ModifyInstancePlacementResult(TypedDict, total=False):
-    Return: Optional[Boolean]
+    Return: Boolean | None
 
 
 class ModifyIpamPoolRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     IpamPoolId: IpamPoolId
-    Description: Optional[String]
-    AutoImport: Optional[Boolean]
-    AllocationMinNetmaskLength: Optional[IpamNetmaskLength]
-    AllocationMaxNetmaskLength: Optional[IpamNetmaskLength]
-    AllocationDefaultNetmaskLength: Optional[IpamNetmaskLength]
-    ClearAllocationDefaultNetmaskLength: Optional[Boolean]
-    AddAllocationResourceTags: Optional[RequestIpamResourceTagList]
-    RemoveAllocationResourceTags: Optional[RequestIpamResourceTagList]
+    Description: String | None
+    AutoImport: Boolean | None
+    AllocationMinNetmaskLength: IpamNetmaskLength | None
+    AllocationMaxNetmaskLength: IpamNetmaskLength | None
+    AllocationDefaultNetmaskLength: IpamNetmaskLength | None
+    ClearAllocationDefaultNetmaskLength: Boolean | None
+    AddAllocationResourceTags: RequestIpamResourceTagList | None
+    RemoveAllocationResourceTags: RequestIpamResourceTagList | None
 
 
 class ModifyIpamPoolResult(TypedDict, total=False):
-    IpamPool: Optional[IpamPool]
+    IpamPool: IpamPool | None
 
 
 class ModifyIpamPrefixListResolverRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     IpamPrefixListResolverId: IpamPrefixListResolverId
-    Description: Optional[String]
-    Rules: Optional[IpamPrefixListResolverRuleRequestSet]
+    Description: String | None
+    Rules: IpamPrefixListResolverRuleRequestSet | None
 
 
 class ModifyIpamPrefixListResolverResult(TypedDict, total=False):
-    IpamPrefixListResolver: Optional[IpamPrefixListResolver]
+    IpamPrefixListResolver: IpamPrefixListResolver | None
 
 
 class ModifyIpamPrefixListResolverTargetRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     IpamPrefixListResolverTargetId: IpamPrefixListResolverTargetId
-    DesiredVersion: Optional[BoxedLong]
-    TrackLatestVersion: Optional[BoxedBoolean]
-    ClientToken: Optional[String]
+    DesiredVersion: BoxedLong | None
+    TrackLatestVersion: BoxedBoolean | None
+    ClientToken: String | None
 
 
 class ModifyIpamPrefixListResolverTargetResult(TypedDict, total=False):
-    IpamPrefixListResolverTarget: Optional[IpamPrefixListResolverTarget]
+    IpamPrefixListResolverTarget: IpamPrefixListResolverTarget | None
 
 
 class RemoveIpamOperatingRegion(TypedDict, total=False):
-    RegionName: Optional[String]
+    RegionName: String | None
 
 
-RemoveIpamOperatingRegionSet = List[RemoveIpamOperatingRegion]
+RemoveIpamOperatingRegionSet = list[RemoveIpamOperatingRegion]
 
 
 class ModifyIpamRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     IpamId: IpamId
-    Description: Optional[String]
-    AddOperatingRegions: Optional[AddIpamOperatingRegionSet]
-    RemoveOperatingRegions: Optional[RemoveIpamOperatingRegionSet]
-    Tier: Optional[IpamTier]
-    EnablePrivateGua: Optional[Boolean]
-    MeteredAccount: Optional[IpamMeteredAccount]
+    Description: String | None
+    AddOperatingRegions: AddIpamOperatingRegionSet | None
+    RemoveOperatingRegions: RemoveIpamOperatingRegionSet | None
+    Tier: IpamTier | None
+    EnablePrivateGua: Boolean | None
+    MeteredAccount: IpamMeteredAccount | None
 
 
 class ModifyIpamResourceCidrRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     ResourceId: String
     ResourceCidr: String
     ResourceRegion: String
     CurrentIpamScopeId: IpamScopeId
-    DestinationIpamScopeId: Optional[IpamScopeId]
+    DestinationIpamScopeId: IpamScopeId | None
     Monitored: Boolean
 
 
 class ModifyIpamResourceCidrResult(TypedDict, total=False):
-    IpamResourceCidr: Optional[IpamResourceCidr]
+    IpamResourceCidr: IpamResourceCidr | None
 
 
 class RemoveIpamOrganizationalUnitExclusion(TypedDict, total=False):
-    OrganizationsEntityPath: Optional[String]
+    OrganizationsEntityPath: String | None
 
 
-RemoveIpamOrganizationalUnitExclusionSet = List[RemoveIpamOrganizationalUnitExclusion]
+RemoveIpamOrganizationalUnitExclusionSet = list[RemoveIpamOrganizationalUnitExclusion]
 
 
 class ModifyIpamResourceDiscoveryRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     IpamResourceDiscoveryId: IpamResourceDiscoveryId
-    Description: Optional[String]
-    AddOperatingRegions: Optional[AddIpamOperatingRegionSet]
-    RemoveOperatingRegions: Optional[RemoveIpamOperatingRegionSet]
-    AddOrganizationalUnitExclusions: Optional[AddIpamOrganizationalUnitExclusionSet]
-    RemoveOrganizationalUnitExclusions: Optional[RemoveIpamOrganizationalUnitExclusionSet]
+    Description: String | None
+    AddOperatingRegions: AddIpamOperatingRegionSet | None
+    RemoveOperatingRegions: RemoveIpamOperatingRegionSet | None
+    AddOrganizationalUnitExclusions: AddIpamOrganizationalUnitExclusionSet | None
+    RemoveOrganizationalUnitExclusions: RemoveIpamOrganizationalUnitExclusionSet | None
 
 
 class ModifyIpamResourceDiscoveryResult(TypedDict, total=False):
-    IpamResourceDiscovery: Optional[IpamResourceDiscovery]
+    IpamResourceDiscovery: IpamResourceDiscovery | None
 
 
 class ModifyIpamResult(TypedDict, total=False):
-    Ipam: Optional[Ipam]
+    Ipam: Ipam | None
 
 
 class ModifyIpamScopeRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     IpamScopeId: IpamScopeId
-    Description: Optional[String]
+    Description: String | None
+    ExternalAuthorityConfiguration: ExternalAuthorityConfiguration | None
+    RemoveExternalAuthorityConfiguration: Boolean | None
 
 
 class ModifyIpamScopeResult(TypedDict, total=False):
-    IpamScope: Optional[IpamScope]
+    IpamScope: IpamScope | None
 
 
 class ModifyLaunchTemplateRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    ClientToken: Optional[String]
-    LaunchTemplateId: Optional[LaunchTemplateId]
-    LaunchTemplateName: Optional[LaunchTemplateName]
-    DefaultVersion: Optional[String]
+    DryRun: Boolean | None
+    ClientToken: String | None
+    LaunchTemplateId: LaunchTemplateId | None
+    LaunchTemplateName: LaunchTemplateName | None
+    DefaultVersion: String | None
 
 
 class ModifyLaunchTemplateResult(TypedDict, total=False):
-    LaunchTemplate: Optional[LaunchTemplate]
+    LaunchTemplate: LaunchTemplate | None
 
 
 class ModifyLocalGatewayRouteRequest(ServiceRequest):
-    DestinationCidrBlock: Optional[String]
+    DestinationCidrBlock: String | None
     LocalGatewayRouteTableId: LocalGatewayRoutetableId
-    LocalGatewayVirtualInterfaceGroupId: Optional[LocalGatewayVirtualInterfaceGroupId]
-    NetworkInterfaceId: Optional[NetworkInterfaceId]
-    DryRun: Optional[Boolean]
-    DestinationPrefixListId: Optional[PrefixListResourceId]
+    LocalGatewayVirtualInterfaceGroupId: LocalGatewayVirtualInterfaceGroupId | None
+    NetworkInterfaceId: NetworkInterfaceId | None
+    DryRun: Boolean | None
+    DestinationPrefixListId: PrefixListResourceId | None
 
 
 class ModifyLocalGatewayRouteResult(TypedDict, total=False):
-    Route: Optional[LocalGatewayRoute]
+    Route: LocalGatewayRoute | None
 
 
 class RemovePrefixListEntry(TypedDict, total=False):
     Cidr: String
 
 
-RemovePrefixListEntries = List[RemovePrefixListEntry]
+RemovePrefixListEntries = list[RemovePrefixListEntry]
 
 
 class ModifyManagedPrefixListRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     PrefixListId: PrefixListResourceId
-    CurrentVersion: Optional[Long]
-    PrefixListName: Optional[String]
-    AddEntries: Optional[AddPrefixListEntries]
-    RemoveEntries: Optional[RemovePrefixListEntries]
-    MaxEntries: Optional[Integer]
-    IpamPrefixListResolverSyncEnabled: Optional[BoxedBoolean]
+    CurrentVersion: Long | None
+    PrefixListName: String | None
+    AddEntries: AddPrefixListEntries | None
+    RemoveEntries: RemovePrefixListEntries | None
+    MaxEntries: Integer | None
+    IpamPrefixListResolverSyncEnabled: BoxedBoolean | None
 
 
 class ModifyManagedPrefixListResult(TypedDict, total=False):
-    PrefixList: Optional[ManagedPrefixList]
+    PrefixList: ManagedPrefixList | None
 
 
 class NetworkInterfaceAttachmentChanges(TypedDict, total=False):
-    DefaultEnaQueueCount: Optional[Boolean]
-    EnaQueueCount: Optional[Integer]
-    AttachmentId: Optional[NetworkInterfaceAttachmentId]
-    DeleteOnTermination: Optional[Boolean]
+    DefaultEnaQueueCount: Boolean | None
+    EnaQueueCount: Integer | None
+    AttachmentId: NetworkInterfaceAttachmentId | None
+    DeleteOnTermination: Boolean | None
 
 
-SubnetIdList = List[SubnetId]
+SubnetIdList = list[SubnetId]
 
 
 class ModifyNetworkInterfaceAttributeRequest(ServiceRequest):
-    EnaSrdSpecification: Optional[EnaSrdSpecification]
-    EnablePrimaryIpv6: Optional[Boolean]
-    ConnectionTrackingSpecification: Optional[ConnectionTrackingSpecificationRequest]
-    AssociatePublicIpAddress: Optional[Boolean]
-    AssociatedSubnetIds: Optional[SubnetIdList]
-    DryRun: Optional[Boolean]
+    EnaSrdSpecification: EnaSrdSpecification | None
+    EnablePrimaryIpv6: Boolean | None
+    ConnectionTrackingSpecification: ConnectionTrackingSpecificationRequest | None
+    AssociatePublicIpAddress: Boolean | None
+    AssociatedSubnetIds: SubnetIdList | None
+    DryRun: Boolean | None
     NetworkInterfaceId: NetworkInterfaceId
-    Description: Optional[AttributeValue]
-    SourceDestCheck: Optional[AttributeBooleanValue]
-    Groups: Optional[SecurityGroupIdStringList]
-    Attachment: Optional[NetworkInterfaceAttachmentChanges]
+    Description: AttributeValue | None
+    SourceDestCheck: AttributeBooleanValue | None
+    Groups: SecurityGroupIdStringList | None
+    Attachment: NetworkInterfaceAttachmentChanges | None
 
 
 class ModifyPrivateDnsNameOptionsRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     InstanceId: InstanceId
-    PrivateDnsHostnameType: Optional[HostnameType]
-    EnableResourceNameDnsARecord: Optional[Boolean]
-    EnableResourceNameDnsAAAARecord: Optional[Boolean]
+    PrivateDnsHostnameType: HostnameType | None
+    EnableResourceNameDnsARecord: Boolean | None
+    EnableResourceNameDnsAAAARecord: Boolean | None
 
 
 class ModifyPrivateDnsNameOptionsResult(TypedDict, total=False):
-    Return: Optional[Boolean]
+    Return: Boolean | None
 
 
 class ModifyPublicIpDnsNameOptionsRequest(ServiceRequest):
     NetworkInterfaceId: NetworkInterfaceId
     HostnameType: PublicIpDnsOption
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class ModifyPublicIpDnsNameOptionsResult(TypedDict, total=False):
-    Successful: Optional[Boolean]
+    Successful: Boolean | None
 
 
-ReservedInstancesConfigurationList = List[ReservedInstancesConfiguration]
+ReservedInstancesConfigurationList = list[ReservedInstancesConfiguration]
 
 
 class ModifyReservedInstancesRequest(ServiceRequest):
     ReservedInstancesIds: ReservedInstancesIdStringList
-    ClientToken: Optional[String]
+    ClientToken: String | None
     TargetConfigurations: ReservedInstancesConfigurationList
 
 
 class ModifyReservedInstancesResult(TypedDict, total=False):
-    ReservedInstancesModificationId: Optional[String]
+    ReservedInstancesModificationId: String | None
 
 
 class ModifyRouteServerRequest(ServiceRequest):
     RouteServerId: RouteServerId
-    PersistRoutes: Optional[RouteServerPersistRoutesAction]
-    PersistRoutesDuration: Optional[BoxedLong]
-    SnsNotificationsEnabled: Optional[Boolean]
-    DryRun: Optional[Boolean]
+    PersistRoutes: RouteServerPersistRoutesAction | None
+    PersistRoutesDuration: BoxedLong | None
+    SnsNotificationsEnabled: Boolean | None
+    DryRun: Boolean | None
 
 
 class ModifyRouteServerResult(TypedDict, total=False):
-    RouteServer: Optional[RouteServer]
+    RouteServer: RouteServer | None
 
 
 class SecurityGroupRuleRequest(TypedDict, total=False):
-    IpProtocol: Optional[String]
-    FromPort: Optional[Integer]
-    ToPort: Optional[Integer]
-    CidrIpv4: Optional[String]
-    CidrIpv6: Optional[String]
-    PrefixListId: Optional[PrefixListResourceId]
-    ReferencedGroupId: Optional[SecurityGroupId]
-    Description: Optional[String]
+    IpProtocol: String | None
+    FromPort: Integer | None
+    ToPort: Integer | None
+    CidrIpv4: String | None
+    CidrIpv6: String | None
+    PrefixListId: PrefixListResourceId | None
+    ReferencedGroupId: SecurityGroupId | None
+    Description: String | None
 
 
 class SecurityGroupRuleUpdate(TypedDict, total=False):
     SecurityGroupRuleId: SecurityGroupRuleId
-    SecurityGroupRule: Optional[SecurityGroupRuleRequest]
+    SecurityGroupRule: SecurityGroupRuleRequest | None
 
 
-SecurityGroupRuleUpdateList = List[SecurityGroupRuleUpdate]
+SecurityGroupRuleUpdateList = list[SecurityGroupRuleUpdate]
 
 
 class ModifySecurityGroupRulesRequest(ServiceRequest):
     GroupId: SecurityGroupId
     SecurityGroupRules: SecurityGroupRuleUpdateList
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class ModifySecurityGroupRulesResult(TypedDict, total=False):
-    Return: Optional[Boolean]
+    Return: Boolean | None
 
 
 class ModifySnapshotAttributeRequest(ServiceRequest):
-    Attribute: Optional[SnapshotAttributeName]
-    CreateVolumePermission: Optional[CreateVolumePermissionModifications]
-    GroupNames: Optional[GroupNameStringList]
-    OperationType: Optional[OperationType]
+    Attribute: SnapshotAttributeName | None
+    CreateVolumePermission: CreateVolumePermissionModifications | None
+    GroupNames: GroupNameStringList | None
+    OperationType: OperationType | None
     SnapshotId: SnapshotId
-    UserIds: Optional[UserIdStringList]
-    DryRun: Optional[Boolean]
+    UserIds: UserIdStringList | None
+    DryRun: Boolean | None
 
 
 class ModifySnapshotTierRequest(ServiceRequest):
     SnapshotId: SnapshotId
-    StorageTier: Optional[TargetStorageTier]
-    DryRun: Optional[Boolean]
+    StorageTier: TargetStorageTier | None
+    DryRun: Boolean | None
 
 
 class ModifySnapshotTierResult(TypedDict, total=False):
-    SnapshotId: Optional[String]
-    TieringStartTime: Optional[MillisecondDateTime]
+    SnapshotId: String | None
+    TieringStartTime: MillisecondDateTime | None
 
 
 class ModifySpotFleetRequestRequest(ServiceRequest):
-    LaunchTemplateConfigs: Optional[LaunchTemplateConfigList]
-    OnDemandTargetCapacity: Optional[Integer]
-    Context: Optional[String]
+    LaunchTemplateConfigs: LaunchTemplateConfigList | None
+    OnDemandTargetCapacity: Integer | None
+    Context: String | None
     SpotFleetRequestId: SpotFleetRequestId
-    TargetCapacity: Optional[Integer]
-    ExcessCapacityTerminationPolicy: Optional[ExcessCapacityTerminationPolicy]
+    TargetCapacity: Integer | None
+    ExcessCapacityTerminationPolicy: ExcessCapacityTerminationPolicy | None
 
 
 class ModifySpotFleetRequestResponse(TypedDict, total=False):
-    Return: Optional[Boolean]
+    Return: Boolean | None
 
 
 class ModifySubnetAttributeRequest(ServiceRequest):
-    AssignIpv6AddressOnCreation: Optional[AttributeBooleanValue]
-    MapPublicIpOnLaunch: Optional[AttributeBooleanValue]
+    AssignIpv6AddressOnCreation: AttributeBooleanValue | None
+    MapPublicIpOnLaunch: AttributeBooleanValue | None
     SubnetId: SubnetId
-    MapCustomerOwnedIpOnLaunch: Optional[AttributeBooleanValue]
-    CustomerOwnedIpv4Pool: Optional[CoipPoolId]
-    EnableDns64: Optional[AttributeBooleanValue]
-    PrivateDnsHostnameTypeOnLaunch: Optional[HostnameType]
-    EnableResourceNameDnsARecordOnLaunch: Optional[AttributeBooleanValue]
-    EnableResourceNameDnsAAAARecordOnLaunch: Optional[AttributeBooleanValue]
-    EnableLniAtDeviceIndex: Optional[Integer]
-    DisableLniAtDeviceIndex: Optional[AttributeBooleanValue]
+    MapCustomerOwnedIpOnLaunch: AttributeBooleanValue | None
+    CustomerOwnedIpv4Pool: CoipPoolId | None
+    EnableDns64: AttributeBooleanValue | None
+    PrivateDnsHostnameTypeOnLaunch: HostnameType | None
+    EnableResourceNameDnsARecordOnLaunch: AttributeBooleanValue | None
+    EnableResourceNameDnsAAAARecordOnLaunch: AttributeBooleanValue | None
+    EnableLniAtDeviceIndex: Integer | None
+    DisableLniAtDeviceIndex: AttributeBooleanValue | None
 
 
 class ModifyTrafficMirrorFilterNetworkServicesRequest(ServiceRequest):
     TrafficMirrorFilterId: TrafficMirrorFilterId
-    AddNetworkServices: Optional[TrafficMirrorNetworkServiceList]
-    RemoveNetworkServices: Optional[TrafficMirrorNetworkServiceList]
-    DryRun: Optional[Boolean]
+    AddNetworkServices: TrafficMirrorNetworkServiceList | None
+    RemoveNetworkServices: TrafficMirrorNetworkServiceList | None
+    DryRun: Boolean | None
 
 
 class ModifyTrafficMirrorFilterNetworkServicesResult(TypedDict, total=False):
-    TrafficMirrorFilter: Optional[TrafficMirrorFilter]
+    TrafficMirrorFilter: TrafficMirrorFilter | None
 
 
-TrafficMirrorFilterRuleFieldList = List[TrafficMirrorFilterRuleField]
+TrafficMirrorFilterRuleFieldList = list[TrafficMirrorFilterRuleField]
 
 
 class ModifyTrafficMirrorFilterRuleRequest(ServiceRequest):
     TrafficMirrorFilterRuleId: TrafficMirrorFilterRuleIdWithResolver
-    TrafficDirection: Optional[TrafficDirection]
-    RuleNumber: Optional[Integer]
-    RuleAction: Optional[TrafficMirrorRuleAction]
-    DestinationPortRange: Optional[TrafficMirrorPortRangeRequest]
-    SourcePortRange: Optional[TrafficMirrorPortRangeRequest]
-    Protocol: Optional[Integer]
-    DestinationCidrBlock: Optional[String]
-    SourceCidrBlock: Optional[String]
-    Description: Optional[String]
-    RemoveFields: Optional[TrafficMirrorFilterRuleFieldList]
-    DryRun: Optional[Boolean]
+    TrafficDirection: TrafficDirection | None
+    RuleNumber: Integer | None
+    RuleAction: TrafficMirrorRuleAction | None
+    DestinationPortRange: TrafficMirrorPortRangeRequest | None
+    SourcePortRange: TrafficMirrorPortRangeRequest | None
+    Protocol: Integer | None
+    DestinationCidrBlock: String | None
+    SourceCidrBlock: String | None
+    Description: String | None
+    RemoveFields: TrafficMirrorFilterRuleFieldList | None
+    DryRun: Boolean | None
 
 
 class ModifyTrafficMirrorFilterRuleResult(TypedDict, total=False):
-    TrafficMirrorFilterRule: Optional[TrafficMirrorFilterRule]
+    TrafficMirrorFilterRule: TrafficMirrorFilterRule | None
 
 
-TrafficMirrorSessionFieldList = List[TrafficMirrorSessionField]
+TrafficMirrorSessionFieldList = list[TrafficMirrorSessionField]
 
 
 class ModifyTrafficMirrorSessionRequest(ServiceRequest):
     TrafficMirrorSessionId: TrafficMirrorSessionId
-    TrafficMirrorTargetId: Optional[TrafficMirrorTargetId]
-    TrafficMirrorFilterId: Optional[TrafficMirrorFilterId]
-    PacketLength: Optional[Integer]
-    SessionNumber: Optional[Integer]
-    VirtualNetworkId: Optional[Integer]
-    Description: Optional[String]
-    RemoveFields: Optional[TrafficMirrorSessionFieldList]
-    DryRun: Optional[Boolean]
+    TrafficMirrorTargetId: TrafficMirrorTargetId | None
+    TrafficMirrorFilterId: TrafficMirrorFilterId | None
+    PacketLength: Integer | None
+    SessionNumber: Integer | None
+    VirtualNetworkId: Integer | None
+    Description: String | None
+    RemoveFields: TrafficMirrorSessionFieldList | None
+    DryRun: Boolean | None
 
 
 class ModifyTrafficMirrorSessionResult(TypedDict, total=False):
-    TrafficMirrorSession: Optional[TrafficMirrorSession]
+    TrafficMirrorSession: TrafficMirrorSession | None
 
 
 class ModifyTransitGatewayOptions(TypedDict, total=False):
-    AddTransitGatewayCidrBlocks: Optional[TransitGatewayCidrBlockStringList]
-    RemoveTransitGatewayCidrBlocks: Optional[TransitGatewayCidrBlockStringList]
-    VpnEcmpSupport: Optional[VpnEcmpSupportValue]
-    DnsSupport: Optional[DnsSupportValue]
-    SecurityGroupReferencingSupport: Optional[SecurityGroupReferencingSupportValue]
-    AutoAcceptSharedAttachments: Optional[AutoAcceptSharedAttachmentsValue]
-    DefaultRouteTableAssociation: Optional[DefaultRouteTableAssociationValue]
-    AssociationDefaultRouteTableId: Optional[TransitGatewayRouteTableId]
-    DefaultRouteTablePropagation: Optional[DefaultRouteTablePropagationValue]
-    PropagationDefaultRouteTableId: Optional[TransitGatewayRouteTableId]
-    AmazonSideAsn: Optional[Long]
+    AddTransitGatewayCidrBlocks: TransitGatewayCidrBlockStringList | None
+    RemoveTransitGatewayCidrBlocks: TransitGatewayCidrBlockStringList | None
+    VpnEcmpSupport: VpnEcmpSupportValue | None
+    DnsSupport: DnsSupportValue | None
+    SecurityGroupReferencingSupport: SecurityGroupReferencingSupportValue | None
+    AutoAcceptSharedAttachments: AutoAcceptSharedAttachmentsValue | None
+    DefaultRouteTableAssociation: DefaultRouteTableAssociationValue | None
+    AssociationDefaultRouteTableId: TransitGatewayRouteTableId | None
+    DefaultRouteTablePropagation: DefaultRouteTablePropagationValue | None
+    PropagationDefaultRouteTableId: TransitGatewayRouteTableId | None
+    AmazonSideAsn: Long | None
 
 
 class ModifyTransitGatewayPrefixListReferenceRequest(ServiceRequest):
     TransitGatewayRouteTableId: TransitGatewayRouteTableId
     PrefixListId: PrefixListResourceId
-    TransitGatewayAttachmentId: Optional[TransitGatewayAttachmentId]
-    Blackhole: Optional[Boolean]
-    DryRun: Optional[Boolean]
+    TransitGatewayAttachmentId: TransitGatewayAttachmentId | None
+    Blackhole: Boolean | None
+    DryRun: Boolean | None
 
 
 class ModifyTransitGatewayPrefixListReferenceResult(TypedDict, total=False):
-    TransitGatewayPrefixListReference: Optional[TransitGatewayPrefixListReference]
+    TransitGatewayPrefixListReference: TransitGatewayPrefixListReference | None
 
 
 class ModifyTransitGatewayRequest(ServiceRequest):
     TransitGatewayId: TransitGatewayId
-    Description: Optional[String]
-    Options: Optional[ModifyTransitGatewayOptions]
-    DryRun: Optional[Boolean]
+    Description: String | None
+    Options: ModifyTransitGatewayOptions | None
+    DryRun: Boolean | None
 
 
 class ModifyTransitGatewayResult(TypedDict, total=False):
-    TransitGateway: Optional[TransitGateway]
+    TransitGateway: TransitGateway | None
 
 
 class ModifyTransitGatewayVpcAttachmentRequestOptions(TypedDict, total=False):
-    DnsSupport: Optional[DnsSupportValue]
-    SecurityGroupReferencingSupport: Optional[SecurityGroupReferencingSupportValue]
-    Ipv6Support: Optional[Ipv6SupportValue]
-    ApplianceModeSupport: Optional[ApplianceModeSupportValue]
+    DnsSupport: DnsSupportValue | None
+    SecurityGroupReferencingSupport: SecurityGroupReferencingSupportValue | None
+    Ipv6Support: Ipv6SupportValue | None
+    ApplianceModeSupport: ApplianceModeSupportValue | None
 
 
 class ModifyTransitGatewayVpcAttachmentRequest(ServiceRequest):
     TransitGatewayAttachmentId: TransitGatewayAttachmentId
-    AddSubnetIds: Optional[TransitGatewaySubnetIdList]
-    RemoveSubnetIds: Optional[TransitGatewaySubnetIdList]
-    Options: Optional[ModifyTransitGatewayVpcAttachmentRequestOptions]
-    DryRun: Optional[Boolean]
+    AddSubnetIds: TransitGatewaySubnetIdList | None
+    RemoveSubnetIds: TransitGatewaySubnetIdList | None
+    Options: ModifyTransitGatewayVpcAttachmentRequestOptions | None
+    DryRun: Boolean | None
 
 
 class ModifyTransitGatewayVpcAttachmentResult(TypedDict, total=False):
-    TransitGatewayVpcAttachment: Optional[TransitGatewayVpcAttachment]
+    TransitGatewayVpcAttachment: TransitGatewayVpcAttachment | None
 
 
 class ModifyVerifiedAccessEndpointPortRange(TypedDict, total=False):
-    FromPort: Optional[VerifiedAccessEndpointPortNumber]
-    ToPort: Optional[VerifiedAccessEndpointPortNumber]
+    FromPort: VerifiedAccessEndpointPortNumber | None
+    ToPort: VerifiedAccessEndpointPortNumber | None
 
 
-ModifyVerifiedAccessEndpointPortRangeList = List[ModifyVerifiedAccessEndpointPortRange]
+ModifyVerifiedAccessEndpointPortRangeList = list[ModifyVerifiedAccessEndpointPortRange]
 
 
 class ModifyVerifiedAccessEndpointCidrOptions(TypedDict, total=False):
-    PortRanges: Optional[ModifyVerifiedAccessEndpointPortRangeList]
+    PortRanges: ModifyVerifiedAccessEndpointPortRangeList | None
 
 
 class ModifyVerifiedAccessEndpointEniOptions(TypedDict, total=False):
-    Protocol: Optional[VerifiedAccessEndpointProtocol]
-    Port: Optional[VerifiedAccessEndpointPortNumber]
-    PortRanges: Optional[ModifyVerifiedAccessEndpointPortRangeList]
+    Protocol: VerifiedAccessEndpointProtocol | None
+    Port: VerifiedAccessEndpointPortNumber | None
+    PortRanges: ModifyVerifiedAccessEndpointPortRangeList | None
 
 
-ModifyVerifiedAccessEndpointSubnetIdList = List[SubnetId]
+ModifyVerifiedAccessEndpointSubnetIdList = list[SubnetId]
 
 
 class ModifyVerifiedAccessEndpointLoadBalancerOptions(TypedDict, total=False):
-    SubnetIds: Optional[ModifyVerifiedAccessEndpointSubnetIdList]
-    Protocol: Optional[VerifiedAccessEndpointProtocol]
-    Port: Optional[VerifiedAccessEndpointPortNumber]
-    PortRanges: Optional[ModifyVerifiedAccessEndpointPortRangeList]
+    SubnetIds: ModifyVerifiedAccessEndpointSubnetIdList | None
+    Protocol: VerifiedAccessEndpointProtocol | None
+    Port: VerifiedAccessEndpointPortNumber | None
+    PortRanges: ModifyVerifiedAccessEndpointPortRangeList | None
 
 
 class ModifyVerifiedAccessEndpointPolicyRequest(ServiceRequest):
     VerifiedAccessEndpointId: VerifiedAccessEndpointId
-    PolicyEnabled: Optional[Boolean]
-    PolicyDocument: Optional[String]
-    ClientToken: Optional[String]
-    DryRun: Optional[Boolean]
-    SseSpecification: Optional[VerifiedAccessSseSpecificationRequest]
+    PolicyEnabled: Boolean | None
+    PolicyDocument: String | None
+    ClientToken: String | None
+    DryRun: Boolean | None
+    SseSpecification: VerifiedAccessSseSpecificationRequest | None
 
 
 class ModifyVerifiedAccessEndpointPolicyResult(TypedDict, total=False):
-    PolicyEnabled: Optional[Boolean]
-    PolicyDocument: Optional[String]
-    SseSpecification: Optional[VerifiedAccessSseSpecificationResponse]
+    PolicyEnabled: Boolean | None
+    PolicyDocument: String | None
+    SseSpecification: VerifiedAccessSseSpecificationResponse | None
 
 
 class ModifyVerifiedAccessEndpointRdsOptions(TypedDict, total=False):
-    SubnetIds: Optional[ModifyVerifiedAccessEndpointSubnetIdList]
-    Port: Optional[VerifiedAccessEndpointPortNumber]
-    RdsEndpoint: Optional[String]
+    SubnetIds: ModifyVerifiedAccessEndpointSubnetIdList | None
+    Port: VerifiedAccessEndpointPortNumber | None
+    RdsEndpoint: String | None
 
 
 class ModifyVerifiedAccessEndpointRequest(ServiceRequest):
     VerifiedAccessEndpointId: VerifiedAccessEndpointId
-    VerifiedAccessGroupId: Optional[VerifiedAccessGroupId]
-    LoadBalancerOptions: Optional[ModifyVerifiedAccessEndpointLoadBalancerOptions]
-    NetworkInterfaceOptions: Optional[ModifyVerifiedAccessEndpointEniOptions]
-    Description: Optional[String]
-    ClientToken: Optional[String]
-    DryRun: Optional[Boolean]
-    RdsOptions: Optional[ModifyVerifiedAccessEndpointRdsOptions]
-    CidrOptions: Optional[ModifyVerifiedAccessEndpointCidrOptions]
+    VerifiedAccessGroupId: VerifiedAccessGroupId | None
+    LoadBalancerOptions: ModifyVerifiedAccessEndpointLoadBalancerOptions | None
+    NetworkInterfaceOptions: ModifyVerifiedAccessEndpointEniOptions | None
+    Description: String | None
+    ClientToken: String | None
+    DryRun: Boolean | None
+    RdsOptions: ModifyVerifiedAccessEndpointRdsOptions | None
+    CidrOptions: ModifyVerifiedAccessEndpointCidrOptions | None
 
 
 class ModifyVerifiedAccessEndpointResult(TypedDict, total=False):
-    VerifiedAccessEndpoint: Optional[VerifiedAccessEndpoint]
+    VerifiedAccessEndpoint: VerifiedAccessEndpoint | None
 
 
 class ModifyVerifiedAccessGroupPolicyRequest(ServiceRequest):
     VerifiedAccessGroupId: VerifiedAccessGroupId
-    PolicyEnabled: Optional[Boolean]
-    PolicyDocument: Optional[String]
-    ClientToken: Optional[String]
-    DryRun: Optional[Boolean]
-    SseSpecification: Optional[VerifiedAccessSseSpecificationRequest]
+    PolicyEnabled: Boolean | None
+    PolicyDocument: String | None
+    ClientToken: String | None
+    DryRun: Boolean | None
+    SseSpecification: VerifiedAccessSseSpecificationRequest | None
 
 
 class ModifyVerifiedAccessGroupPolicyResult(TypedDict, total=False):
-    PolicyEnabled: Optional[Boolean]
-    PolicyDocument: Optional[String]
-    SseSpecification: Optional[VerifiedAccessSseSpecificationResponse]
+    PolicyEnabled: Boolean | None
+    PolicyDocument: String | None
+    SseSpecification: VerifiedAccessSseSpecificationResponse | None
 
 
 class ModifyVerifiedAccessGroupRequest(ServiceRequest):
     VerifiedAccessGroupId: VerifiedAccessGroupId
-    VerifiedAccessInstanceId: Optional[VerifiedAccessInstanceId]
-    Description: Optional[String]
-    ClientToken: Optional[String]
-    DryRun: Optional[Boolean]
+    VerifiedAccessInstanceId: VerifiedAccessInstanceId | None
+    Description: String | None
+    ClientToken: String | None
+    DryRun: Boolean | None
 
 
 class ModifyVerifiedAccessGroupResult(TypedDict, total=False):
-    VerifiedAccessGroup: Optional[VerifiedAccessGroup]
+    VerifiedAccessGroup: VerifiedAccessGroup | None
 
 
 class VerifiedAccessLogKinesisDataFirehoseDestinationOptions(TypedDict, total=False):
     Enabled: Boolean
-    DeliveryStream: Optional[String]
+    DeliveryStream: String | None
 
 
 class VerifiedAccessLogCloudWatchLogsDestinationOptions(TypedDict, total=False):
     Enabled: Boolean
-    LogGroup: Optional[String]
+    LogGroup: String | None
 
 
 class VerifiedAccessLogS3DestinationOptions(TypedDict, total=False):
     Enabled: Boolean
-    BucketName: Optional[String]
-    Prefix: Optional[String]
-    BucketOwner: Optional[String]
+    BucketName: String | None
+    Prefix: String | None
+    BucketOwner: String | None
 
 
 class VerifiedAccessLogOptions(TypedDict, total=False):
-    S3: Optional[VerifiedAccessLogS3DestinationOptions]
-    CloudWatchLogs: Optional[VerifiedAccessLogCloudWatchLogsDestinationOptions]
-    KinesisDataFirehose: Optional[VerifiedAccessLogKinesisDataFirehoseDestinationOptions]
-    LogVersion: Optional[String]
-    IncludeTrustContext: Optional[Boolean]
+    S3: VerifiedAccessLogS3DestinationOptions | None
+    CloudWatchLogs: VerifiedAccessLogCloudWatchLogsDestinationOptions | None
+    KinesisDataFirehose: VerifiedAccessLogKinesisDataFirehoseDestinationOptions | None
+    LogVersion: String | None
+    IncludeTrustContext: Boolean | None
 
 
 class ModifyVerifiedAccessInstanceLoggingConfigurationRequest(ServiceRequest):
     VerifiedAccessInstanceId: VerifiedAccessInstanceId
     AccessLogs: VerifiedAccessLogOptions
-    DryRun: Optional[Boolean]
-    ClientToken: Optional[String]
+    DryRun: Boolean | None
+    ClientToken: String | None
 
 
 class ModifyVerifiedAccessInstanceLoggingConfigurationResult(TypedDict, total=False):
-    LoggingConfiguration: Optional[VerifiedAccessInstanceLoggingConfiguration]
+    LoggingConfiguration: VerifiedAccessInstanceLoggingConfiguration | None
 
 
 class ModifyVerifiedAccessInstanceRequest(ServiceRequest):
     VerifiedAccessInstanceId: VerifiedAccessInstanceId
-    Description: Optional[String]
-    DryRun: Optional[Boolean]
-    ClientToken: Optional[String]
-    CidrEndpointsCustomSubDomain: Optional[String]
+    Description: String | None
+    DryRun: Boolean | None
+    ClientToken: String | None
+    CidrEndpointsCustomSubDomain: String | None
 
 
 class ModifyVerifiedAccessInstanceResult(TypedDict, total=False):
-    VerifiedAccessInstance: Optional[VerifiedAccessInstance]
+    VerifiedAccessInstance: VerifiedAccessInstance | None
 
 
 class ModifyVerifiedAccessNativeApplicationOidcOptions(TypedDict, total=False):
-    PublicSigningKeyEndpoint: Optional[String]
-    Issuer: Optional[String]
-    AuthorizationEndpoint: Optional[String]
-    TokenEndpoint: Optional[String]
-    UserInfoEndpoint: Optional[String]
-    ClientId: Optional[String]
-    ClientSecret: Optional[ClientSecretType]
-    Scope: Optional[String]
+    PublicSigningKeyEndpoint: String | None
+    Issuer: String | None
+    AuthorizationEndpoint: String | None
+    TokenEndpoint: String | None
+    UserInfoEndpoint: String | None
+    ClientId: String | None
+    ClientSecret: ClientSecretType | None
+    Scope: String | None
 
 
 class ModifyVerifiedAccessTrustProviderDeviceOptions(TypedDict, total=False):
-    PublicSigningKeyUrl: Optional[String]
+    PublicSigningKeyUrl: String | None
 
 
 class ModifyVerifiedAccessTrustProviderOidcOptions(TypedDict, total=False):
-    Issuer: Optional[String]
-    AuthorizationEndpoint: Optional[String]
-    TokenEndpoint: Optional[String]
-    UserInfoEndpoint: Optional[String]
-    ClientId: Optional[String]
-    ClientSecret: Optional[ClientSecretType]
-    Scope: Optional[String]
+    Issuer: String | None
+    AuthorizationEndpoint: String | None
+    TokenEndpoint: String | None
+    UserInfoEndpoint: String | None
+    ClientId: String | None
+    ClientSecret: ClientSecretType | None
+    Scope: String | None
 
 
 class ModifyVerifiedAccessTrustProviderRequest(ServiceRequest):
     VerifiedAccessTrustProviderId: VerifiedAccessTrustProviderId
-    OidcOptions: Optional[ModifyVerifiedAccessTrustProviderOidcOptions]
-    DeviceOptions: Optional[ModifyVerifiedAccessTrustProviderDeviceOptions]
-    Description: Optional[String]
-    DryRun: Optional[Boolean]
-    ClientToken: Optional[String]
-    SseSpecification: Optional[VerifiedAccessSseSpecificationRequest]
-    NativeApplicationOidcOptions: Optional[ModifyVerifiedAccessNativeApplicationOidcOptions]
+    OidcOptions: ModifyVerifiedAccessTrustProviderOidcOptions | None
+    DeviceOptions: ModifyVerifiedAccessTrustProviderDeviceOptions | None
+    Description: String | None
+    DryRun: Boolean | None
+    ClientToken: String | None
+    SseSpecification: VerifiedAccessSseSpecificationRequest | None
+    NativeApplicationOidcOptions: ModifyVerifiedAccessNativeApplicationOidcOptions | None
 
 
 class ModifyVerifiedAccessTrustProviderResult(TypedDict, total=False):
-    VerifiedAccessTrustProvider: Optional[VerifiedAccessTrustProvider]
+    VerifiedAccessTrustProvider: VerifiedAccessTrustProvider | None
 
 
 class ModifyVolumeAttributeRequest(ServiceRequest):
-    AutoEnableIO: Optional[AttributeBooleanValue]
+    AutoEnableIO: AttributeBooleanValue | None
     VolumeId: VolumeId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class ModifyVolumeRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     VolumeId: VolumeId
-    Size: Optional[Integer]
-    VolumeType: Optional[VolumeType]
-    Iops: Optional[Integer]
-    Throughput: Optional[Integer]
-    MultiAttachEnabled: Optional[Boolean]
+    Size: Integer | None
+    VolumeType: VolumeType | None
+    Iops: Integer | None
+    Throughput: Integer | None
+    MultiAttachEnabled: Boolean | None
 
 
 class ModifyVolumeResult(TypedDict, total=False):
-    VolumeModification: Optional[VolumeModification]
+    VolumeModification: VolumeModification | None
 
 
 class ModifyVpcAttributeRequest(ServiceRequest):
-    EnableDnsHostnames: Optional[AttributeBooleanValue]
-    EnableDnsSupport: Optional[AttributeBooleanValue]
+    EnableDnsHostnames: AttributeBooleanValue | None
+    EnableDnsSupport: AttributeBooleanValue | None
     VpcId: VpcId
-    EnableNetworkAddressUsageMetrics: Optional[AttributeBooleanValue]
+    EnableNetworkAddressUsageMetrics: AttributeBooleanValue | None
 
 
 class ModifyVpcBlockPublicAccessExclusionRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     ExclusionId: VpcBlockPublicAccessExclusionId
     InternetGatewayExclusionMode: InternetGatewayExclusionMode
 
 
 class ModifyVpcBlockPublicAccessExclusionResult(TypedDict, total=False):
-    VpcBlockPublicAccessExclusion: Optional[VpcBlockPublicAccessExclusion]
+    VpcBlockPublicAccessExclusion: VpcBlockPublicAccessExclusion | None
 
 
 class ModifyVpcBlockPublicAccessOptionsRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     InternetGatewayBlockMode: InternetGatewayBlockMode
 
 
 class ModifyVpcBlockPublicAccessOptionsResult(TypedDict, total=False):
-    VpcBlockPublicAccessOptions: Optional[VpcBlockPublicAccessOptions]
+    VpcBlockPublicAccessOptions: VpcBlockPublicAccessOptions | None
 
 
 class ModifyVpcEndpointConnectionNotificationRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     ConnectionNotificationId: ConnectionNotificationId
-    ConnectionNotificationArn: Optional[String]
-    ConnectionEvents: Optional[ValueStringList]
+    ConnectionNotificationArn: String | None
+    ConnectionEvents: ValueStringList | None
 
 
 class ModifyVpcEndpointConnectionNotificationResult(TypedDict, total=False):
-    ReturnValue: Optional[Boolean]
+    ReturnValue: Boolean | None
 
 
 class ModifyVpcEndpointRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     VpcEndpointId: VpcEndpointId
-    ResetPolicy: Optional[Boolean]
-    PolicyDocument: Optional[String]
-    AddRouteTableIds: Optional[VpcEndpointRouteTableIdList]
-    RemoveRouteTableIds: Optional[VpcEndpointRouteTableIdList]
-    AddSubnetIds: Optional[VpcEndpointSubnetIdList]
-    RemoveSubnetIds: Optional[VpcEndpointSubnetIdList]
-    AddSecurityGroupIds: Optional[VpcEndpointSecurityGroupIdList]
-    RemoveSecurityGroupIds: Optional[VpcEndpointSecurityGroupIdList]
-    IpAddressType: Optional[IpAddressType]
-    DnsOptions: Optional[DnsOptionsSpecification]
-    PrivateDnsEnabled: Optional[Boolean]
-    SubnetConfigurations: Optional[SubnetConfigurationsList]
+    ResetPolicy: Boolean | None
+    PolicyDocument: String | None
+    AddRouteTableIds: VpcEndpointRouteTableIdList | None
+    RemoveRouteTableIds: VpcEndpointRouteTableIdList | None
+    AddSubnetIds: VpcEndpointSubnetIdList | None
+    RemoveSubnetIds: VpcEndpointSubnetIdList | None
+    AddSecurityGroupIds: VpcEndpointSecurityGroupIdList | None
+    RemoveSecurityGroupIds: VpcEndpointSecurityGroupIdList | None
+    IpAddressType: IpAddressType | None
+    DnsOptions: DnsOptionsSpecification | None
+    PrivateDnsEnabled: Boolean | None
+    SubnetConfigurations: SubnetConfigurationsList | None
 
 
 class ModifyVpcEndpointResult(TypedDict, total=False):
-    Return: Optional[Boolean]
+    Return: Boolean | None
 
 
 class ModifyVpcEndpointServiceConfigurationRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     ServiceId: VpcEndpointServiceId
-    PrivateDnsName: Optional[String]
-    RemovePrivateDnsName: Optional[Boolean]
-    AcceptanceRequired: Optional[Boolean]
-    AddNetworkLoadBalancerArns: Optional[ValueStringList]
-    RemoveNetworkLoadBalancerArns: Optional[ValueStringList]
-    AddGatewayLoadBalancerArns: Optional[ValueStringList]
-    RemoveGatewayLoadBalancerArns: Optional[ValueStringList]
-    AddSupportedIpAddressTypes: Optional[ValueStringList]
-    RemoveSupportedIpAddressTypes: Optional[ValueStringList]
-    AddSupportedRegions: Optional[ValueStringList]
-    RemoveSupportedRegions: Optional[ValueStringList]
+    PrivateDnsName: String | None
+    RemovePrivateDnsName: Boolean | None
+    AcceptanceRequired: Boolean | None
+    AddNetworkLoadBalancerArns: ValueStringList | None
+    RemoveNetworkLoadBalancerArns: ValueStringList | None
+    AddGatewayLoadBalancerArns: ValueStringList | None
+    RemoveGatewayLoadBalancerArns: ValueStringList | None
+    AddSupportedIpAddressTypes: ValueStringList | None
+    RemoveSupportedIpAddressTypes: ValueStringList | None
+    AddSupportedRegions: ValueStringList | None
+    RemoveSupportedRegions: ValueStringList | None
 
 
 class ModifyVpcEndpointServiceConfigurationResult(TypedDict, total=False):
-    Return: Optional[Boolean]
+    Return: Boolean | None
 
 
 class ModifyVpcEndpointServicePayerResponsibilityRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     ServiceId: VpcEndpointServiceId
     PayerResponsibility: PayerResponsibility
 
 
 class ModifyVpcEndpointServicePayerResponsibilityResult(TypedDict, total=False):
-    ReturnValue: Optional[Boolean]
+    ReturnValue: Boolean | None
 
 
 class ModifyVpcEndpointServicePermissionsRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     ServiceId: VpcEndpointServiceId
-    AddAllowedPrincipals: Optional[ValueStringList]
-    RemoveAllowedPrincipals: Optional[ValueStringList]
+    AddAllowedPrincipals: ValueStringList | None
+    RemoveAllowedPrincipals: ValueStringList | None
 
 
 class ModifyVpcEndpointServicePermissionsResult(TypedDict, total=False):
-    AddedPrincipals: Optional[AddedPrincipalSet]
-    ReturnValue: Optional[Boolean]
+    AddedPrincipals: AddedPrincipalSet | None
+    ReturnValue: Boolean | None
 
 
 class PeeringConnectionOptionsRequest(TypedDict, total=False):
-    AllowDnsResolutionFromRemoteVpc: Optional[Boolean]
-    AllowEgressFromLocalClassicLinkToRemoteVpc: Optional[Boolean]
-    AllowEgressFromLocalVpcToRemoteClassicLink: Optional[Boolean]
+    AllowDnsResolutionFromRemoteVpc: Boolean | None
+    AllowEgressFromLocalClassicLinkToRemoteVpc: Boolean | None
+    AllowEgressFromLocalVpcToRemoteClassicLink: Boolean | None
 
 
 class ModifyVpcPeeringConnectionOptionsRequest(ServiceRequest):
-    AccepterPeeringConnectionOptions: Optional[PeeringConnectionOptionsRequest]
-    DryRun: Optional[Boolean]
-    RequesterPeeringConnectionOptions: Optional[PeeringConnectionOptionsRequest]
+    AccepterPeeringConnectionOptions: PeeringConnectionOptionsRequest | None
+    DryRun: Boolean | None
+    RequesterPeeringConnectionOptions: PeeringConnectionOptionsRequest | None
     VpcPeeringConnectionId: VpcPeeringConnectionId
 
 
 class PeeringConnectionOptions(TypedDict, total=False):
-    AllowDnsResolutionFromRemoteVpc: Optional[Boolean]
-    AllowEgressFromLocalClassicLinkToRemoteVpc: Optional[Boolean]
-    AllowEgressFromLocalVpcToRemoteClassicLink: Optional[Boolean]
+    AllowDnsResolutionFromRemoteVpc: Boolean | None
+    AllowEgressFromLocalClassicLinkToRemoteVpc: Boolean | None
+    AllowEgressFromLocalVpcToRemoteClassicLink: Boolean | None
 
 
 class ModifyVpcPeeringConnectionOptionsResult(TypedDict, total=False):
-    AccepterPeeringConnectionOptions: Optional[PeeringConnectionOptions]
-    RequesterPeeringConnectionOptions: Optional[PeeringConnectionOptions]
+    AccepterPeeringConnectionOptions: PeeringConnectionOptions | None
+    RequesterPeeringConnectionOptions: PeeringConnectionOptions | None
 
 
 class ModifyVpcTenancyRequest(ServiceRequest):
     VpcId: VpcId
     InstanceTenancy: VpcTenancy
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class ModifyVpcTenancyResult(TypedDict, total=False):
-    ReturnValue: Optional[Boolean]
+    ReturnValue: Boolean | None
 
 
 class ModifyVpnConnectionOptionsRequest(ServiceRequest):
     VpnConnectionId: VpnConnectionId
-    LocalIpv4NetworkCidr: Optional[String]
-    RemoteIpv4NetworkCidr: Optional[String]
-    LocalIpv6NetworkCidr: Optional[String]
-    RemoteIpv6NetworkCidr: Optional[String]
-    DryRun: Optional[Boolean]
+    LocalIpv4NetworkCidr: String | None
+    RemoteIpv4NetworkCidr: String | None
+    LocalIpv6NetworkCidr: String | None
+    RemoteIpv6NetworkCidr: String | None
+    DryRun: Boolean | None
 
 
 class ModifyVpnConnectionOptionsResult(TypedDict, total=False):
-    VpnConnection: Optional[VpnConnection]
+    VpnConnection: VpnConnection | None
 
 
 class ModifyVpnConnectionRequest(ServiceRequest):
     VpnConnectionId: VpnConnectionId
-    TransitGatewayId: Optional[TransitGatewayId]
-    CustomerGatewayId: Optional[CustomerGatewayId]
-    VpnGatewayId: Optional[VpnGatewayId]
-    DryRun: Optional[Boolean]
+    TransitGatewayId: TransitGatewayId | None
+    CustomerGatewayId: CustomerGatewayId | None
+    VpnGatewayId: VpnGatewayId | None
+    DryRun: Boolean | None
 
 
 class ModifyVpnConnectionResult(TypedDict, total=False):
-    VpnConnection: Optional[VpnConnection]
+    VpnConnection: VpnConnection | None
 
 
 class ModifyVpnTunnelCertificateRequest(ServiceRequest):
     VpnConnectionId: VpnConnectionId
     VpnTunnelOutsideIpAddress: String
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class ModifyVpnTunnelCertificateResult(TypedDict, total=False):
-    VpnConnection: Optional[VpnConnection]
+    VpnConnection: VpnConnection | None
 
 
 class ModifyVpnTunnelOptionsSpecification(TypedDict, total=False):
-    TunnelInsideCidr: Optional[String]
-    TunnelInsideIpv6Cidr: Optional[String]
-    PreSharedKey: Optional[preSharedKey]
-    Phase1LifetimeSeconds: Optional[Integer]
-    Phase2LifetimeSeconds: Optional[Integer]
-    RekeyMarginTimeSeconds: Optional[Integer]
-    RekeyFuzzPercentage: Optional[Integer]
-    ReplayWindowSize: Optional[Integer]
-    DPDTimeoutSeconds: Optional[Integer]
-    DPDTimeoutAction: Optional[String]
-    Phase1EncryptionAlgorithms: Optional[Phase1EncryptionAlgorithmsRequestList]
-    Phase2EncryptionAlgorithms: Optional[Phase2EncryptionAlgorithmsRequestList]
-    Phase1IntegrityAlgorithms: Optional[Phase1IntegrityAlgorithmsRequestList]
-    Phase2IntegrityAlgorithms: Optional[Phase2IntegrityAlgorithmsRequestList]
-    Phase1DHGroupNumbers: Optional[Phase1DHGroupNumbersRequestList]
-    Phase2DHGroupNumbers: Optional[Phase2DHGroupNumbersRequestList]
-    IKEVersions: Optional[IKEVersionsRequestList]
-    StartupAction: Optional[String]
-    LogOptions: Optional[VpnTunnelLogOptionsSpecification]
-    EnableTunnelLifecycleControl: Optional[Boolean]
+    TunnelInsideCidr: String | None
+    TunnelInsideIpv6Cidr: String | None
+    PreSharedKey: preSharedKey | None
+    Phase1LifetimeSeconds: Integer | None
+    Phase2LifetimeSeconds: Integer | None
+    RekeyMarginTimeSeconds: Integer | None
+    RekeyFuzzPercentage: Integer | None
+    ReplayWindowSize: Integer | None
+    DPDTimeoutSeconds: Integer | None
+    DPDTimeoutAction: String | None
+    Phase1EncryptionAlgorithms: Phase1EncryptionAlgorithmsRequestList | None
+    Phase2EncryptionAlgorithms: Phase2EncryptionAlgorithmsRequestList | None
+    Phase1IntegrityAlgorithms: Phase1IntegrityAlgorithmsRequestList | None
+    Phase2IntegrityAlgorithms: Phase2IntegrityAlgorithmsRequestList | None
+    Phase1DHGroupNumbers: Phase1DHGroupNumbersRequestList | None
+    Phase2DHGroupNumbers: Phase2DHGroupNumbersRequestList | None
+    IKEVersions: IKEVersionsRequestList | None
+    StartupAction: String | None
+    LogOptions: VpnTunnelLogOptionsSpecification | None
+    EnableTunnelLifecycleControl: Boolean | None
 
 
 class ModifyVpnTunnelOptionsRequest(ServiceRequest):
     VpnConnectionId: VpnConnectionId
     VpnTunnelOutsideIpAddress: String
     TunnelOptions: ModifyVpnTunnelOptionsSpecification
-    DryRun: Optional[Boolean]
-    SkipTunnelReplacement: Optional[Boolean]
-    PreSharedKeyStorage: Optional[String]
+    DryRun: Boolean | None
+    SkipTunnelReplacement: Boolean | None
+    PreSharedKeyStorage: String | None
 
 
 class ModifyVpnTunnelOptionsResult(TypedDict, total=False):
-    VpnConnection: Optional[VpnConnection]
+    VpnConnection: VpnConnection | None
 
 
 class MonitorInstancesRequest(ServiceRequest):
     InstanceIds: InstanceIdStringList
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class MonitorInstancesResult(TypedDict, total=False):
-    InstanceMonitorings: Optional[InstanceMonitoringList]
+    InstanceMonitorings: InstanceMonitoringList | None
 
 
 class MoveAddressToVpcRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     PublicIp: String
 
 
 class MoveAddressToVpcResult(TypedDict, total=False):
-    AllocationId: Optional[String]
-    Status: Optional[Status]
+    AllocationId: String | None
+    Status: Status | None
 
 
 class MoveByoipCidrToIpamRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     Cidr: String
     IpamPoolId: IpamPoolId
     IpamPoolOwner: String
 
 
 class MoveByoipCidrToIpamResult(TypedDict, total=False):
-    ByoipCidr: Optional[ByoipCidr]
+    ByoipCidr: ByoipCidr | None
 
 
 class MoveCapacityReservationInstancesRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    ClientToken: Optional[String]
+    DryRun: Boolean | None
+    ClientToken: String | None
     SourceCapacityReservationId: CapacityReservationId
     DestinationCapacityReservationId: CapacityReservationId
     InstanceCount: Integer
 
 
 class MoveCapacityReservationInstancesResult(TypedDict, total=False):
-    SourceCapacityReservation: Optional[CapacityReservation]
-    DestinationCapacityReservation: Optional[CapacityReservation]
-    InstanceCount: Optional[Integer]
+    SourceCapacityReservation: CapacityReservation | None
+    DestinationCapacityReservation: CapacityReservation | None
+    InstanceCount: Integer | None
 
 
 class PrivateDnsNameOptionsRequest(TypedDict, total=False):
-    HostnameType: Optional[HostnameType]
-    EnableResourceNameDnsARecord: Optional[Boolean]
-    EnableResourceNameDnsAAAARecord: Optional[Boolean]
+    HostnameType: HostnameType | None
+    EnableResourceNameDnsARecord: Boolean | None
+    EnableResourceNameDnsAAAARecord: Boolean | None
 
 
 class ScheduledInstancesPrivateIpAddressConfig(TypedDict, total=False):
-    Primary: Optional[Boolean]
-    PrivateIpAddress: Optional[String]
+    Primary: Boolean | None
+    PrivateIpAddress: String | None
 
 
-PrivateIpAddressConfigSet = List[ScheduledInstancesPrivateIpAddressConfig]
+PrivateIpAddressConfigSet = list[ScheduledInstancesPrivateIpAddressConfig]
 
 
 class ProvisionByoipCidrRequest(ServiceRequest):
     Cidr: String
-    CidrAuthorizationContext: Optional[CidrAuthorizationContext]
-    PubliclyAdvertisable: Optional[Boolean]
-    Description: Optional[String]
-    DryRun: Optional[Boolean]
-    PoolTagSpecifications: Optional[TagSpecificationList]
-    MultiRegion: Optional[Boolean]
-    NetworkBorderGroup: Optional[String]
+    CidrAuthorizationContext: CidrAuthorizationContext | None
+    PubliclyAdvertisable: Boolean | None
+    Description: String | None
+    DryRun: Boolean | None
+    PoolTagSpecifications: TagSpecificationList | None
+    MultiRegion: Boolean | None
+    NetworkBorderGroup: String | None
 
 
 class ProvisionByoipCidrResult(TypedDict, total=False):
-    ByoipCidr: Optional[ByoipCidr]
+    ByoipCidr: ByoipCidr | None
 
 
 class ProvisionIpamByoasnRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     IpamId: IpamId
     Asn: String
     AsnAuthorizationContext: AsnAuthorizationContext
 
 
 class ProvisionIpamByoasnResult(TypedDict, total=False):
-    Byoasn: Optional[Byoasn]
+    Byoasn: Byoasn | None
 
 
 class ProvisionIpamPoolCidrRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     IpamPoolId: IpamPoolId
-    Cidr: Optional[String]
-    CidrAuthorizationContext: Optional[IpamCidrAuthorizationContext]
-    NetmaskLength: Optional[Integer]
-    ClientToken: Optional[String]
-    VerificationMethod: Optional[VerificationMethod]
-    IpamExternalResourceVerificationTokenId: Optional[IpamExternalResourceVerificationTokenId]
+    Cidr: String | None
+    CidrAuthorizationContext: IpamCidrAuthorizationContext | None
+    NetmaskLength: Integer | None
+    ClientToken: String | None
+    VerificationMethod: VerificationMethod | None
+    IpamExternalResourceVerificationTokenId: IpamExternalResourceVerificationTokenId | None
 
 
 class ProvisionIpamPoolCidrResult(TypedDict, total=False):
-    IpamPoolCidr: Optional[IpamPoolCidr]
+    IpamPoolCidr: IpamPoolCidr | None
 
 
 class ProvisionPublicIpv4PoolCidrRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     IpamPoolId: IpamPoolId
     PoolId: Ipv4PoolEc2Id
     NetmaskLength: Integer
-    NetworkBorderGroup: Optional[String]
+    NetworkBorderGroup: String | None
 
 
 class ProvisionPublicIpv4PoolCidrResult(TypedDict, total=False):
-    PoolId: Optional[Ipv4PoolEc2Id]
-    PoolAddressRange: Optional[PublicIpv4PoolRange]
+    PoolId: Ipv4PoolEc2Id | None
+    PoolAddressRange: PublicIpv4PoolRange | None
 
 
 class PurchaseCapacityBlockExtensionRequest(ServiceRequest):
     CapacityBlockExtensionOfferingId: OfferingId
     CapacityReservationId: CapacityReservationId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class PurchaseCapacityBlockExtensionResult(TypedDict, total=False):
-    CapacityBlockExtensions: Optional[CapacityBlockExtensionSet]
+    CapacityBlockExtensions: CapacityBlockExtensionSet | None
 
 
 class PurchaseCapacityBlockRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    TagSpecifications: Optional[TagSpecificationList]
+    DryRun: Boolean | None
+    TagSpecifications: TagSpecificationList | None
     CapacityBlockOfferingId: OfferingId
     InstancePlatform: CapacityReservationInstancePlatform
 
 
 class PurchaseCapacityBlockResult(TypedDict, total=False):
-    CapacityReservation: Optional[CapacityReservation]
-    CapacityBlocks: Optional[CapacityBlockSet]
+    CapacityReservation: CapacityReservation | None
+    CapacityBlocks: CapacityBlockSet | None
 
 
 class PurchaseHostReservationRequest(ServiceRequest):
-    ClientToken: Optional[String]
-    CurrencyCode: Optional[CurrencyCodeValues]
+    ClientToken: String | None
+    CurrencyCode: CurrencyCodeValues | None
     HostIdSet: RequestHostIdSet
-    LimitPrice: Optional[String]
+    LimitPrice: String | None
     OfferingId: OfferingId
-    TagSpecifications: Optional[TagSpecificationList]
+    TagSpecifications: TagSpecificationList | None
 
 
 class PurchaseHostReservationResult(TypedDict, total=False):
-    ClientToken: Optional[String]
-    CurrencyCode: Optional[CurrencyCodeValues]
-    Purchase: Optional[PurchaseSet]
-    TotalHourlyPrice: Optional[String]
-    TotalUpfrontPrice: Optional[String]
+    ClientToken: String | None
+    CurrencyCode: CurrencyCodeValues | None
+    Purchase: PurchaseSet | None
+    TotalHourlyPrice: String | None
+    TotalUpfrontPrice: String | None
 
 
 class PurchaseRequest(TypedDict, total=False):
@@ -20915,182 +20949,182 @@ class PurchaseRequest(TypedDict, total=False):
     PurchaseToken: String
 
 
-PurchaseRequestSet = List[PurchaseRequest]
+PurchaseRequestSet = list[PurchaseRequest]
 
 
 class ReservedInstanceLimitPrice(TypedDict, total=False):
-    Amount: Optional[Double]
-    CurrencyCode: Optional[CurrencyCodeValues]
+    Amount: Double | None
+    CurrencyCode: CurrencyCodeValues | None
 
 
 class PurchaseReservedInstancesOfferingRequest(ServiceRequest):
     InstanceCount: Integer
     ReservedInstancesOfferingId: ReservedInstancesOfferingId
-    PurchaseTime: Optional[DateTime]
-    DryRun: Optional[Boolean]
-    LimitPrice: Optional[ReservedInstanceLimitPrice]
+    PurchaseTime: DateTime | None
+    DryRun: Boolean | None
+    LimitPrice: ReservedInstanceLimitPrice | None
 
 
 class PurchaseReservedInstancesOfferingResult(TypedDict, total=False):
-    ReservedInstancesId: Optional[String]
+    ReservedInstancesId: String | None
 
 
 class PurchaseScheduledInstancesRequest(ServiceRequest):
-    ClientToken: Optional[String]
-    DryRun: Optional[Boolean]
+    ClientToken: String | None
+    DryRun: Boolean | None
     PurchaseRequests: PurchaseRequestSet
 
 
-PurchasedScheduledInstanceSet = List[ScheduledInstance]
+PurchasedScheduledInstanceSet = list[ScheduledInstance]
 
 
 class PurchaseScheduledInstancesResult(TypedDict, total=False):
-    ScheduledInstanceSet: Optional[PurchasedScheduledInstanceSet]
+    ScheduledInstanceSet: PurchasedScheduledInstanceSet | None
 
 
-ReasonCodesList = List[ReportInstanceReasonCodes]
+ReasonCodesList = list[ReportInstanceReasonCodes]
 
 
 class RebootInstancesRequest(ServiceRequest):
     InstanceIds: InstanceIdStringList
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class RegisterImageRequest(ServiceRequest):
-    ImageLocation: Optional[String]
-    BillingProducts: Optional[BillingProductList]
-    BootMode: Optional[BootModeValues]
-    TpmSupport: Optional[TpmSupportValues]
-    UefiData: Optional[StringType]
-    ImdsSupport: Optional[ImdsSupportValues]
-    TagSpecifications: Optional[TagSpecificationList]
-    DryRun: Optional[Boolean]
+    ImageLocation: String | None
+    BillingProducts: BillingProductList | None
+    BootMode: BootModeValues | None
+    TpmSupport: TpmSupportValues | None
+    UefiData: StringType | None
+    ImdsSupport: ImdsSupportValues | None
+    TagSpecifications: TagSpecificationList | None
+    DryRun: Boolean | None
     Name: String
-    Description: Optional[String]
-    Architecture: Optional[ArchitectureValues]
-    KernelId: Optional[KernelId]
-    RamdiskId: Optional[RamdiskId]
-    RootDeviceName: Optional[String]
-    BlockDeviceMappings: Optional[BlockDeviceMappingRequestList]
-    VirtualizationType: Optional[String]
-    SriovNetSupport: Optional[String]
-    EnaSupport: Optional[Boolean]
+    Description: String | None
+    Architecture: ArchitectureValues | None
+    KernelId: KernelId | None
+    RamdiskId: RamdiskId | None
+    RootDeviceName: String | None
+    BlockDeviceMappings: BlockDeviceMappingRequestList | None
+    VirtualizationType: String | None
+    SriovNetSupport: String | None
+    EnaSupport: Boolean | None
 
 
 class RegisterImageResult(TypedDict, total=False):
-    ImageId: Optional[String]
+    ImageId: String | None
 
 
 class RegisterInstanceTagAttributeRequest(TypedDict, total=False):
-    IncludeAllTagsOfInstance: Optional[Boolean]
-    InstanceTagKeys: Optional[InstanceTagKeySet]
+    IncludeAllTagsOfInstance: Boolean | None
+    InstanceTagKeys: InstanceTagKeySet | None
 
 
 class RegisterInstanceEventNotificationAttributesRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     InstanceTagAttribute: RegisterInstanceTagAttributeRequest
 
 
 class RegisterInstanceEventNotificationAttributesResult(TypedDict, total=False):
-    InstanceTagAttribute: Optional[InstanceTagNotificationAttribute]
+    InstanceTagAttribute: InstanceTagNotificationAttribute | None
 
 
 class RegisterTransitGatewayMulticastGroupMembersRequest(ServiceRequest):
     TransitGatewayMulticastDomainId: TransitGatewayMulticastDomainId
-    GroupIpAddress: Optional[String]
+    GroupIpAddress: String | None
     NetworkInterfaceIds: TransitGatewayNetworkInterfaceIdList
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class TransitGatewayMulticastRegisteredGroupMembers(TypedDict, total=False):
-    TransitGatewayMulticastDomainId: Optional[String]
-    RegisteredNetworkInterfaceIds: Optional[ValueStringList]
-    GroupIpAddress: Optional[String]
+    TransitGatewayMulticastDomainId: String | None
+    RegisteredNetworkInterfaceIds: ValueStringList | None
+    GroupIpAddress: String | None
 
 
 class RegisterTransitGatewayMulticastGroupMembersResult(TypedDict, total=False):
-    RegisteredMulticastGroupMembers: Optional[TransitGatewayMulticastRegisteredGroupMembers]
+    RegisteredMulticastGroupMembers: TransitGatewayMulticastRegisteredGroupMembers | None
 
 
 class RegisterTransitGatewayMulticastGroupSourcesRequest(ServiceRequest):
     TransitGatewayMulticastDomainId: TransitGatewayMulticastDomainId
-    GroupIpAddress: Optional[String]
+    GroupIpAddress: String | None
     NetworkInterfaceIds: TransitGatewayNetworkInterfaceIdList
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class TransitGatewayMulticastRegisteredGroupSources(TypedDict, total=False):
-    TransitGatewayMulticastDomainId: Optional[String]
-    RegisteredNetworkInterfaceIds: Optional[ValueStringList]
-    GroupIpAddress: Optional[String]
+    TransitGatewayMulticastDomainId: String | None
+    RegisteredNetworkInterfaceIds: ValueStringList | None
+    GroupIpAddress: String | None
 
 
 class RegisterTransitGatewayMulticastGroupSourcesResult(TypedDict, total=False):
-    RegisteredMulticastGroupSources: Optional[TransitGatewayMulticastRegisteredGroupSources]
+    RegisteredMulticastGroupSources: TransitGatewayMulticastRegisteredGroupSources | None
 
 
 class RejectCapacityReservationBillingOwnershipRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     CapacityReservationId: CapacityReservationId
 
 
 class RejectCapacityReservationBillingOwnershipResult(TypedDict, total=False):
-    Return: Optional[Boolean]
+    Return: Boolean | None
 
 
 class RejectTransitGatewayMulticastDomainAssociationsRequest(ServiceRequest):
-    TransitGatewayMulticastDomainId: Optional[TransitGatewayMulticastDomainId]
-    TransitGatewayAttachmentId: Optional[TransitGatewayAttachmentId]
-    SubnetIds: Optional[ValueStringList]
-    DryRun: Optional[Boolean]
+    TransitGatewayMulticastDomainId: TransitGatewayMulticastDomainId | None
+    TransitGatewayAttachmentId: TransitGatewayAttachmentId | None
+    SubnetIds: ValueStringList | None
+    DryRun: Boolean | None
 
 
 class RejectTransitGatewayMulticastDomainAssociationsResult(TypedDict, total=False):
-    Associations: Optional[TransitGatewayMulticastDomainAssociations]
+    Associations: TransitGatewayMulticastDomainAssociations | None
 
 
 class RejectTransitGatewayPeeringAttachmentRequest(ServiceRequest):
     TransitGatewayAttachmentId: TransitGatewayAttachmentId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class RejectTransitGatewayPeeringAttachmentResult(TypedDict, total=False):
-    TransitGatewayPeeringAttachment: Optional[TransitGatewayPeeringAttachment]
+    TransitGatewayPeeringAttachment: TransitGatewayPeeringAttachment | None
 
 
 class RejectTransitGatewayVpcAttachmentRequest(ServiceRequest):
     TransitGatewayAttachmentId: TransitGatewayAttachmentId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class RejectTransitGatewayVpcAttachmentResult(TypedDict, total=False):
-    TransitGatewayVpcAttachment: Optional[TransitGatewayVpcAttachment]
+    TransitGatewayVpcAttachment: TransitGatewayVpcAttachment | None
 
 
 class RejectVpcEndpointConnectionsRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     ServiceId: VpcEndpointServiceId
     VpcEndpointIds: VpcEndpointIdList
 
 
 class RejectVpcEndpointConnectionsResult(TypedDict, total=False):
-    Unsuccessful: Optional[UnsuccessfulItemSet]
+    Unsuccessful: UnsuccessfulItemSet | None
 
 
 class RejectVpcPeeringConnectionRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     VpcPeeringConnectionId: VpcPeeringConnectionId
 
 
 class RejectVpcPeeringConnectionResult(TypedDict, total=False):
-    Return: Optional[Boolean]
+    Return: Boolean | None
 
 
 class ReleaseAddressRequest(ServiceRequest):
-    AllocationId: Optional[AllocationId]
-    PublicIp: Optional[String]
-    NetworkBorderGroup: Optional[String]
-    DryRun: Optional[Boolean]
+    AllocationId: AllocationId | None
+    PublicIp: String | None
+    NetworkBorderGroup: String | None
+    DryRun: Boolean | None
 
 
 class ReleaseHostsRequest(ServiceRequest):
@@ -21098,19 +21132,19 @@ class ReleaseHostsRequest(ServiceRequest):
 
 
 class ReleaseHostsResult(TypedDict, total=False):
-    Successful: Optional[ResponseHostIdList]
-    Unsuccessful: Optional[UnsuccessfulItemList]
+    Successful: ResponseHostIdList | None
+    Unsuccessful: UnsuccessfulItemList | None
 
 
 class ReleaseIpamPoolAllocationRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     IpamPoolId: IpamPoolId
     Cidr: String
     IpamPoolAllocationId: IpamPoolAllocationId
 
 
 class ReleaseIpamPoolAllocationResult(TypedDict, total=False):
-    Success: Optional[Boolean]
+    Success: Boolean | None
 
 
 class ReplaceIamInstanceProfileAssociationRequest(ServiceRequest):
@@ -21119,744 +21153,744 @@ class ReplaceIamInstanceProfileAssociationRequest(ServiceRequest):
 
 
 class ReplaceIamInstanceProfileAssociationResult(TypedDict, total=False):
-    IamInstanceProfileAssociation: Optional[IamInstanceProfileAssociation]
+    IamInstanceProfileAssociation: IamInstanceProfileAssociation | None
 
 
 class ReplaceImageCriteriaInAllowedImagesSettingsRequest(ServiceRequest):
-    ImageCriteria: Optional[ImageCriterionRequestList]
-    DryRun: Optional[Boolean]
+    ImageCriteria: ImageCriterionRequestList | None
+    DryRun: Boolean | None
 
 
 class ReplaceImageCriteriaInAllowedImagesSettingsResult(TypedDict, total=False):
-    ReturnValue: Optional[Boolean]
+    ReturnValue: Boolean | None
 
 
 class ReplaceNetworkAclAssociationRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     AssociationId: NetworkAclAssociationId
     NetworkAclId: NetworkAclId
 
 
 class ReplaceNetworkAclAssociationResult(TypedDict, total=False):
-    NewAssociationId: Optional[String]
+    NewAssociationId: String | None
 
 
 class ReplaceNetworkAclEntryRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     NetworkAclId: NetworkAclId
     RuleNumber: Integer
     Protocol: String
     RuleAction: RuleAction
     Egress: Boolean
-    CidrBlock: Optional[String]
-    Ipv6CidrBlock: Optional[String]
-    IcmpTypeCode: Optional[IcmpTypeCode]
-    PortRange: Optional[PortRange]
+    CidrBlock: String | None
+    Ipv6CidrBlock: String | None
+    IcmpTypeCode: IcmpTypeCode | None
+    PortRange: PortRange | None
 
 
 class ReplaceRouteRequest(ServiceRequest):
-    DestinationPrefixListId: Optional[PrefixListResourceId]
-    VpcEndpointId: Optional[VpcEndpointId]
-    LocalTarget: Optional[Boolean]
-    TransitGatewayId: Optional[TransitGatewayId]
-    LocalGatewayId: Optional[LocalGatewayId]
-    CarrierGatewayId: Optional[CarrierGatewayId]
-    CoreNetworkArn: Optional[CoreNetworkArn]
-    OdbNetworkArn: Optional[OdbNetworkArn]
-    DryRun: Optional[Boolean]
+    DestinationPrefixListId: PrefixListResourceId | None
+    VpcEndpointId: VpcEndpointId | None
+    LocalTarget: Boolean | None
+    TransitGatewayId: TransitGatewayId | None
+    LocalGatewayId: LocalGatewayId | None
+    CarrierGatewayId: CarrierGatewayId | None
+    CoreNetworkArn: CoreNetworkArn | None
+    OdbNetworkArn: OdbNetworkArn | None
+    DryRun: Boolean | None
     RouteTableId: RouteTableId
-    DestinationCidrBlock: Optional[String]
-    GatewayId: Optional[RouteGatewayId]
-    DestinationIpv6CidrBlock: Optional[String]
-    EgressOnlyInternetGatewayId: Optional[EgressOnlyInternetGatewayId]
-    InstanceId: Optional[InstanceId]
-    NetworkInterfaceId: Optional[NetworkInterfaceId]
-    VpcPeeringConnectionId: Optional[VpcPeeringConnectionId]
-    NatGatewayId: Optional[NatGatewayId]
+    DestinationCidrBlock: String | None
+    GatewayId: RouteGatewayId | None
+    DestinationIpv6CidrBlock: String | None
+    EgressOnlyInternetGatewayId: EgressOnlyInternetGatewayId | None
+    InstanceId: InstanceId | None
+    NetworkInterfaceId: NetworkInterfaceId | None
+    VpcPeeringConnectionId: VpcPeeringConnectionId | None
+    NatGatewayId: NatGatewayId | None
 
 
 class ReplaceRouteTableAssociationRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     AssociationId: RouteTableAssociationId
     RouteTableId: RouteTableId
 
 
 class ReplaceRouteTableAssociationResult(TypedDict, total=False):
-    NewAssociationId: Optional[String]
-    AssociationState: Optional[RouteTableAssociationState]
+    NewAssociationId: String | None
+    AssociationState: RouteTableAssociationState | None
 
 
 class ReplaceTransitGatewayRouteRequest(ServiceRequest):
     DestinationCidrBlock: String
     TransitGatewayRouteTableId: TransitGatewayRouteTableId
-    TransitGatewayAttachmentId: Optional[TransitGatewayAttachmentId]
-    Blackhole: Optional[Boolean]
-    DryRun: Optional[Boolean]
+    TransitGatewayAttachmentId: TransitGatewayAttachmentId | None
+    Blackhole: Boolean | None
+    DryRun: Boolean | None
 
 
 class ReplaceTransitGatewayRouteResult(TypedDict, total=False):
-    Route: Optional[TransitGatewayRoute]
+    Route: TransitGatewayRoute | None
 
 
 class ReplaceVpnTunnelRequest(ServiceRequest):
     VpnConnectionId: VpnConnectionId
     VpnTunnelOutsideIpAddress: String
-    ApplyPendingMaintenance: Optional[Boolean]
-    DryRun: Optional[Boolean]
+    ApplyPendingMaintenance: Boolean | None
+    DryRun: Boolean | None
 
 
 class ReplaceVpnTunnelResult(TypedDict, total=False):
-    Return: Optional[Boolean]
+    Return: Boolean | None
 
 
 class ReportInstanceStatusRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     Instances: InstanceIdStringList
     Status: ReportStatusType
-    StartTime: Optional[DateTime]
-    EndTime: Optional[DateTime]
+    StartTime: DateTime | None
+    EndTime: DateTime | None
     ReasonCodes: ReasonCodesList
-    Description: Optional[ReportInstanceStatusRequestDescription]
+    Description: ReportInstanceStatusRequestDescription | None
 
 
 class RequestSpotFleetRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     SpotFleetRequestConfig: SpotFleetRequestConfigData
 
 
 class RequestSpotFleetResponse(TypedDict, total=False):
-    SpotFleetRequestId: Optional[String]
+    SpotFleetRequestId: String | None
 
 
-RequestSpotLaunchSpecificationSecurityGroupList = List[String]
-RequestSpotLaunchSpecificationSecurityGroupIdList = List[SecurityGroupId]
+RequestSpotLaunchSpecificationSecurityGroupList = list[String]
+RequestSpotLaunchSpecificationSecurityGroupIdList = list[SecurityGroupId]
 
 
 class RequestSpotLaunchSpecification(TypedDict, total=False):
-    SecurityGroupIds: Optional[RequestSpotLaunchSpecificationSecurityGroupIdList]
-    SecurityGroups: Optional[RequestSpotLaunchSpecificationSecurityGroupList]
-    AddressingType: Optional[String]
-    BlockDeviceMappings: Optional[BlockDeviceMappingList]
-    EbsOptimized: Optional[Boolean]
-    IamInstanceProfile: Optional[IamInstanceProfileSpecification]
-    ImageId: Optional[ImageId]
-    InstanceType: Optional[InstanceType]
-    KernelId: Optional[KernelId]
-    KeyName: Optional[KeyPairNameWithResolver]
-    Monitoring: Optional[RunInstancesMonitoringEnabled]
-    NetworkInterfaces: Optional[InstanceNetworkInterfaceSpecificationList]
-    Placement: Optional[SpotPlacement]
-    RamdiskId: Optional[RamdiskId]
-    SubnetId: Optional[SubnetId]
-    UserData: Optional[SensitiveUserData]
+    SecurityGroupIds: RequestSpotLaunchSpecificationSecurityGroupIdList | None
+    SecurityGroups: RequestSpotLaunchSpecificationSecurityGroupList | None
+    AddressingType: String | None
+    BlockDeviceMappings: BlockDeviceMappingList | None
+    EbsOptimized: Boolean | None
+    IamInstanceProfile: IamInstanceProfileSpecification | None
+    ImageId: ImageId | None
+    InstanceType: InstanceType | None
+    KernelId: KernelId | None
+    KeyName: KeyPairNameWithResolver | None
+    Monitoring: RunInstancesMonitoringEnabled | None
+    NetworkInterfaces: InstanceNetworkInterfaceSpecificationList | None
+    Placement: SpotPlacement | None
+    RamdiskId: RamdiskId | None
+    SubnetId: SubnetId | None
+    UserData: SensitiveUserData | None
 
 
 class RequestSpotInstancesRequest(ServiceRequest):
-    LaunchSpecification: Optional[RequestSpotLaunchSpecification]
-    TagSpecifications: Optional[TagSpecificationList]
-    InstanceInterruptionBehavior: Optional[InstanceInterruptionBehavior]
-    DryRun: Optional[Boolean]
-    SpotPrice: Optional[String]
-    ClientToken: Optional[String]
-    InstanceCount: Optional[Integer]
-    Type: Optional[SpotInstanceType]
-    ValidFrom: Optional[DateTime]
-    ValidUntil: Optional[DateTime]
-    LaunchGroup: Optional[String]
-    AvailabilityZoneGroup: Optional[String]
-    BlockDurationMinutes: Optional[Integer]
+    LaunchSpecification: RequestSpotLaunchSpecification | None
+    TagSpecifications: TagSpecificationList | None
+    InstanceInterruptionBehavior: InstanceInterruptionBehavior | None
+    DryRun: Boolean | None
+    SpotPrice: String | None
+    ClientToken: String | None
+    InstanceCount: Integer | None
+    Type: SpotInstanceType | None
+    ValidFrom: DateTime | None
+    ValidUntil: DateTime | None
+    LaunchGroup: String | None
+    AvailabilityZoneGroup: String | None
+    BlockDurationMinutes: Integer | None
 
 
 class RequestSpotInstancesResult(TypedDict, total=False):
-    SpotInstanceRequests: Optional[SpotInstanceRequestList]
+    SpotInstanceRequests: SpotInstanceRequestList | None
 
 
 class ResetAddressAttributeRequest(ServiceRequest):
     AllocationId: AllocationId
     Attribute: AddressAttributeName
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class ResetAddressAttributeResult(TypedDict, total=False):
-    Address: Optional[AddressAttribute]
+    Address: AddressAttribute | None
 
 
 class ResetEbsDefaultKmsKeyIdRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class ResetEbsDefaultKmsKeyIdResult(TypedDict, total=False):
-    KmsKeyId: Optional[String]
+    KmsKeyId: String | None
 
 
 class ResetFpgaImageAttributeRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     FpgaImageId: FpgaImageId
-    Attribute: Optional[ResetFpgaImageAttributeName]
+    Attribute: ResetFpgaImageAttributeName | None
 
 
 class ResetFpgaImageAttributeResult(TypedDict, total=False):
-    Return: Optional[Boolean]
+    Return: Boolean | None
 
 
 class ResetImageAttributeRequest(ServiceRequest):
     Attribute: ResetImageAttributeName
     ImageId: ImageId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class ResetInstanceAttributeRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     InstanceId: InstanceId
     Attribute: InstanceAttributeName
 
 
 class ResetNetworkInterfaceAttributeRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     NetworkInterfaceId: NetworkInterfaceId
-    SourceDestCheck: Optional[String]
+    SourceDestCheck: String | None
 
 
 class ResetSnapshotAttributeRequest(ServiceRequest):
     Attribute: SnapshotAttributeName
     SnapshotId: SnapshotId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class RestoreAddressToClassicRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     PublicIp: String
 
 
 class RestoreAddressToClassicResult(TypedDict, total=False):
-    PublicIp: Optional[String]
-    Status: Optional[Status]
+    PublicIp: String | None
+    Status: Status | None
 
 
 class RestoreImageFromRecycleBinRequest(ServiceRequest):
     ImageId: ImageId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class RestoreImageFromRecycleBinResult(TypedDict, total=False):
-    Return: Optional[Boolean]
+    Return: Boolean | None
 
 
 class RestoreManagedPrefixListVersionRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     PrefixListId: PrefixListResourceId
     PreviousVersion: Long
     CurrentVersion: Long
 
 
 class RestoreManagedPrefixListVersionResult(TypedDict, total=False):
-    PrefixList: Optional[ManagedPrefixList]
+    PrefixList: ManagedPrefixList | None
 
 
 class RestoreSnapshotFromRecycleBinRequest(ServiceRequest):
     SnapshotId: SnapshotId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class RestoreSnapshotFromRecycleBinResult(TypedDict, total=False):
-    SnapshotId: Optional[String]
-    OutpostArn: Optional[String]
-    Description: Optional[String]
-    Encrypted: Optional[Boolean]
-    OwnerId: Optional[String]
-    Progress: Optional[String]
-    StartTime: Optional[MillisecondDateTime]
-    State: Optional[SnapshotState]
-    VolumeId: Optional[String]
-    VolumeSize: Optional[Integer]
-    SseType: Optional[SSEType]
+    SnapshotId: String | None
+    OutpostArn: String | None
+    Description: String | None
+    Encrypted: Boolean | None
+    OwnerId: String | None
+    Progress: String | None
+    StartTime: MillisecondDateTime | None
+    State: SnapshotState | None
+    VolumeId: String | None
+    VolumeSize: Integer | None
+    SseType: SSEType | None
 
 
 class RestoreSnapshotTierRequest(ServiceRequest):
     SnapshotId: SnapshotId
-    TemporaryRestoreDays: Optional[RestoreSnapshotTierRequestTemporaryRestoreDays]
-    PermanentRestore: Optional[Boolean]
-    DryRun: Optional[Boolean]
+    TemporaryRestoreDays: RestoreSnapshotTierRequestTemporaryRestoreDays | None
+    PermanentRestore: Boolean | None
+    DryRun: Boolean | None
 
 
 class RestoreSnapshotTierResult(TypedDict, total=False):
-    SnapshotId: Optional[String]
-    RestoreStartTime: Optional[MillisecondDateTime]
-    RestoreDuration: Optional[Integer]
-    IsPermanentRestore: Optional[Boolean]
+    SnapshotId: String | None
+    RestoreStartTime: MillisecondDateTime | None
+    RestoreDuration: Integer | None
+    IsPermanentRestore: Boolean | None
 
 
 class RevokeClientVpnIngressRequest(ServiceRequest):
     ClientVpnEndpointId: ClientVpnEndpointId
     TargetNetworkCidr: String
-    AccessGroupId: Optional[String]
-    RevokeAllGroups: Optional[Boolean]
-    DryRun: Optional[Boolean]
+    AccessGroupId: String | None
+    RevokeAllGroups: Boolean | None
+    DryRun: Boolean | None
 
 
 class RevokeClientVpnIngressResult(TypedDict, total=False):
-    Status: Optional[ClientVpnAuthorizationRuleStatus]
+    Status: ClientVpnAuthorizationRuleStatus | None
 
 
 class RevokeSecurityGroupEgressRequest(ServiceRequest):
-    SecurityGroupRuleIds: Optional[SecurityGroupRuleIdList]
-    DryRun: Optional[Boolean]
+    SecurityGroupRuleIds: SecurityGroupRuleIdList | None
+    DryRun: Boolean | None
     GroupId: SecurityGroupId
-    SourceSecurityGroupName: Optional[String]
-    SourceSecurityGroupOwnerId: Optional[String]
-    IpProtocol: Optional[String]
-    FromPort: Optional[Integer]
-    ToPort: Optional[Integer]
-    CidrIp: Optional[String]
-    IpPermissions: Optional[IpPermissionList]
+    SourceSecurityGroupName: String | None
+    SourceSecurityGroupOwnerId: String | None
+    IpProtocol: String | None
+    FromPort: Integer | None
+    ToPort: Integer | None
+    CidrIp: String | None
+    IpPermissions: IpPermissionList | None
 
 
 class RevokedSecurityGroupRule(TypedDict, total=False):
-    SecurityGroupRuleId: Optional[SecurityGroupRuleId]
-    GroupId: Optional[SecurityGroupId]
-    IsEgress: Optional[Boolean]
-    IpProtocol: Optional[String]
-    FromPort: Optional[Integer]
-    ToPort: Optional[Integer]
-    CidrIpv4: Optional[String]
-    CidrIpv6: Optional[String]
-    PrefixListId: Optional[PrefixListResourceId]
-    ReferencedGroupId: Optional[SecurityGroupId]
-    Description: Optional[String]
+    SecurityGroupRuleId: SecurityGroupRuleId | None
+    GroupId: SecurityGroupId | None
+    IsEgress: Boolean | None
+    IpProtocol: String | None
+    FromPort: Integer | None
+    ToPort: Integer | None
+    CidrIpv4: String | None
+    CidrIpv6: String | None
+    PrefixListId: PrefixListResourceId | None
+    ReferencedGroupId: SecurityGroupId | None
+    Description: String | None
 
 
-RevokedSecurityGroupRuleList = List[RevokedSecurityGroupRule]
+RevokedSecurityGroupRuleList = list[RevokedSecurityGroupRule]
 
 
 class RevokeSecurityGroupEgressResult(TypedDict, total=False):
-    Return: Optional[Boolean]
-    UnknownIpPermissions: Optional[IpPermissionList]
-    RevokedSecurityGroupRules: Optional[RevokedSecurityGroupRuleList]
+    Return: Boolean | None
+    UnknownIpPermissions: IpPermissionList | None
+    RevokedSecurityGroupRules: RevokedSecurityGroupRuleList | None
 
 
 class RevokeSecurityGroupIngressRequest(ServiceRequest):
-    CidrIp: Optional[String]
-    FromPort: Optional[Integer]
-    GroupId: Optional[SecurityGroupId]
-    GroupName: Optional[SecurityGroupName]
-    IpPermissions: Optional[IpPermissionList]
-    IpProtocol: Optional[String]
-    SourceSecurityGroupName: Optional[String]
-    SourceSecurityGroupOwnerId: Optional[String]
-    ToPort: Optional[Integer]
-    SecurityGroupRuleIds: Optional[SecurityGroupRuleIdList]
-    DryRun: Optional[Boolean]
+    CidrIp: String | None
+    FromPort: Integer | None
+    GroupId: SecurityGroupId | None
+    GroupName: SecurityGroupName | None
+    IpPermissions: IpPermissionList | None
+    IpProtocol: String | None
+    SourceSecurityGroupName: String | None
+    SourceSecurityGroupOwnerId: String | None
+    ToPort: Integer | None
+    SecurityGroupRuleIds: SecurityGroupRuleIdList | None
+    DryRun: Boolean | None
 
 
 class RevokeSecurityGroupIngressResult(TypedDict, total=False):
-    Return: Optional[Boolean]
-    UnknownIpPermissions: Optional[IpPermissionList]
-    RevokedSecurityGroupRules: Optional[RevokedSecurityGroupRuleList]
+    Return: Boolean | None
+    UnknownIpPermissions: IpPermissionList | None
+    RevokedSecurityGroupRules: RevokedSecurityGroupRuleList | None
 
 
 class RunInstancesRequest(ServiceRequest):
-    BlockDeviceMappings: Optional[BlockDeviceMappingRequestList]
-    ImageId: Optional[ImageId]
-    InstanceType: Optional[InstanceType]
-    Ipv6AddressCount: Optional[Integer]
-    Ipv6Addresses: Optional[InstanceIpv6AddressList]
-    KernelId: Optional[KernelId]
-    KeyName: Optional[KeyPairName]
+    BlockDeviceMappings: BlockDeviceMappingRequestList | None
+    ImageId: ImageId | None
+    InstanceType: InstanceType | None
+    Ipv6AddressCount: Integer | None
+    Ipv6Addresses: InstanceIpv6AddressList | None
+    KernelId: KernelId | None
+    KeyName: KeyPairName | None
     MaxCount: Integer
     MinCount: Integer
-    Monitoring: Optional[RunInstancesMonitoringEnabled]
-    Placement: Optional[Placement]
-    RamdiskId: Optional[RamdiskId]
-    SecurityGroupIds: Optional[SecurityGroupIdStringList]
-    SecurityGroups: Optional[SecurityGroupStringList]
-    SubnetId: Optional[SubnetId]
-    UserData: Optional[RunInstancesUserData]
-    ElasticGpuSpecification: Optional[ElasticGpuSpecifications]
-    ElasticInferenceAccelerators: Optional[ElasticInferenceAccelerators]
-    TagSpecifications: Optional[TagSpecificationList]
-    LaunchTemplate: Optional[LaunchTemplateSpecification]
-    InstanceMarketOptions: Optional[InstanceMarketOptionsRequest]
-    CreditSpecification: Optional[CreditSpecificationRequest]
-    CpuOptions: Optional[CpuOptionsRequest]
-    CapacityReservationSpecification: Optional[CapacityReservationSpecification]
-    HibernationOptions: Optional[HibernationOptionsRequest]
-    LicenseSpecifications: Optional[LicenseSpecificationListRequest]
-    MetadataOptions: Optional[InstanceMetadataOptionsRequest]
-    EnclaveOptions: Optional[EnclaveOptionsRequest]
-    PrivateDnsNameOptions: Optional[PrivateDnsNameOptionsRequest]
-    MaintenanceOptions: Optional[InstanceMaintenanceOptionsRequest]
-    DisableApiStop: Optional[Boolean]
-    EnablePrimaryIpv6: Optional[Boolean]
-    NetworkPerformanceOptions: Optional[InstanceNetworkPerformanceOptionsRequest]
-    Operator: Optional[OperatorRequest]
-    DryRun: Optional[Boolean]
-    DisableApiTermination: Optional[Boolean]
-    InstanceInitiatedShutdownBehavior: Optional[ShutdownBehavior]
-    PrivateIpAddress: Optional[String]
-    ClientToken: Optional[String]
-    AdditionalInfo: Optional[String]
-    NetworkInterfaces: Optional[InstanceNetworkInterfaceSpecificationList]
-    IamInstanceProfile: Optional[IamInstanceProfileSpecification]
-    EbsOptimized: Optional[Boolean]
-
-
-ScheduledInstancesSecurityGroupIdSet = List[SecurityGroupId]
+    Monitoring: RunInstancesMonitoringEnabled | None
+    Placement: Placement | None
+    RamdiskId: RamdiskId | None
+    SecurityGroupIds: SecurityGroupIdStringList | None
+    SecurityGroups: SecurityGroupStringList | None
+    SubnetId: SubnetId | None
+    UserData: RunInstancesUserData | None
+    ElasticGpuSpecification: ElasticGpuSpecifications | None
+    ElasticInferenceAccelerators: ElasticInferenceAccelerators | None
+    TagSpecifications: TagSpecificationList | None
+    LaunchTemplate: LaunchTemplateSpecification | None
+    InstanceMarketOptions: InstanceMarketOptionsRequest | None
+    CreditSpecification: CreditSpecificationRequest | None
+    CpuOptions: CpuOptionsRequest | None
+    CapacityReservationSpecification: CapacityReservationSpecification | None
+    HibernationOptions: HibernationOptionsRequest | None
+    LicenseSpecifications: LicenseSpecificationListRequest | None
+    MetadataOptions: InstanceMetadataOptionsRequest | None
+    EnclaveOptions: EnclaveOptionsRequest | None
+    PrivateDnsNameOptions: PrivateDnsNameOptionsRequest | None
+    MaintenanceOptions: InstanceMaintenanceOptionsRequest | None
+    DisableApiStop: Boolean | None
+    EnablePrimaryIpv6: Boolean | None
+    NetworkPerformanceOptions: InstanceNetworkPerformanceOptionsRequest | None
+    Operator: OperatorRequest | None
+    DryRun: Boolean | None
+    DisableApiTermination: Boolean | None
+    InstanceInitiatedShutdownBehavior: ShutdownBehavior | None
+    PrivateIpAddress: String | None
+    ClientToken: String | None
+    AdditionalInfo: String | None
+    NetworkInterfaces: InstanceNetworkInterfaceSpecificationList | None
+    IamInstanceProfile: IamInstanceProfileSpecification | None
+    EbsOptimized: Boolean | None
+
+
+ScheduledInstancesSecurityGroupIdSet = list[SecurityGroupId]
 
 
 class ScheduledInstancesPlacement(TypedDict, total=False):
-    AvailabilityZone: Optional[String]
-    GroupName: Optional[PlacementGroupName]
+    AvailabilityZone: String | None
+    GroupName: PlacementGroupName | None
 
 
 class ScheduledInstancesIpv6Address(TypedDict, total=False):
-    Ipv6Address: Optional[Ipv6Address]
+    Ipv6Address: Ipv6Address | None
 
 
-ScheduledInstancesIpv6AddressList = List[ScheduledInstancesIpv6Address]
+ScheduledInstancesIpv6AddressList = list[ScheduledInstancesIpv6Address]
 
 
 class ScheduledInstancesNetworkInterface(TypedDict, total=False):
-    AssociatePublicIpAddress: Optional[Boolean]
-    DeleteOnTermination: Optional[Boolean]
-    Description: Optional[String]
-    DeviceIndex: Optional[Integer]
-    Groups: Optional[ScheduledInstancesSecurityGroupIdSet]
-    Ipv6AddressCount: Optional[Integer]
-    Ipv6Addresses: Optional[ScheduledInstancesIpv6AddressList]
-    NetworkInterfaceId: Optional[NetworkInterfaceId]
-    PrivateIpAddress: Optional[String]
-    PrivateIpAddressConfigs: Optional[PrivateIpAddressConfigSet]
-    SecondaryPrivateIpAddressCount: Optional[Integer]
-    SubnetId: Optional[SubnetId]
+    AssociatePublicIpAddress: Boolean | None
+    DeleteOnTermination: Boolean | None
+    Description: String | None
+    DeviceIndex: Integer | None
+    Groups: ScheduledInstancesSecurityGroupIdSet | None
+    Ipv6AddressCount: Integer | None
+    Ipv6Addresses: ScheduledInstancesIpv6AddressList | None
+    NetworkInterfaceId: NetworkInterfaceId | None
+    PrivateIpAddress: String | None
+    PrivateIpAddressConfigs: PrivateIpAddressConfigSet | None
+    SecondaryPrivateIpAddressCount: Integer | None
+    SubnetId: SubnetId | None
 
 
-ScheduledInstancesNetworkInterfaceSet = List[ScheduledInstancesNetworkInterface]
+ScheduledInstancesNetworkInterfaceSet = list[ScheduledInstancesNetworkInterface]
 
 
 class ScheduledInstancesMonitoring(TypedDict, total=False):
-    Enabled: Optional[Boolean]
+    Enabled: Boolean | None
 
 
 class ScheduledInstancesIamInstanceProfile(TypedDict, total=False):
-    Arn: Optional[String]
-    Name: Optional[String]
+    Arn: String | None
+    Name: String | None
 
 
 class ScheduledInstancesEbs(TypedDict, total=False):
-    DeleteOnTermination: Optional[Boolean]
-    Encrypted: Optional[Boolean]
-    Iops: Optional[Integer]
-    SnapshotId: Optional[SnapshotId]
-    VolumeSize: Optional[Integer]
-    VolumeType: Optional[String]
+    DeleteOnTermination: Boolean | None
+    Encrypted: Boolean | None
+    Iops: Integer | None
+    SnapshotId: SnapshotId | None
+    VolumeSize: Integer | None
+    VolumeType: String | None
 
 
 class ScheduledInstancesBlockDeviceMapping(TypedDict, total=False):
-    DeviceName: Optional[String]
-    Ebs: Optional[ScheduledInstancesEbs]
-    NoDevice: Optional[String]
-    VirtualName: Optional[String]
+    DeviceName: String | None
+    Ebs: ScheduledInstancesEbs | None
+    NoDevice: String | None
+    VirtualName: String | None
 
 
-ScheduledInstancesBlockDeviceMappingSet = List[ScheduledInstancesBlockDeviceMapping]
+ScheduledInstancesBlockDeviceMappingSet = list[ScheduledInstancesBlockDeviceMapping]
 
 
 class ScheduledInstancesLaunchSpecification(TypedDict, total=False):
-    BlockDeviceMappings: Optional[ScheduledInstancesBlockDeviceMappingSet]
-    EbsOptimized: Optional[Boolean]
-    IamInstanceProfile: Optional[ScheduledInstancesIamInstanceProfile]
+    BlockDeviceMappings: ScheduledInstancesBlockDeviceMappingSet | None
+    EbsOptimized: Boolean | None
+    IamInstanceProfile: ScheduledInstancesIamInstanceProfile | None
     ImageId: ImageId
-    InstanceType: Optional[String]
-    KernelId: Optional[KernelId]
-    KeyName: Optional[KeyPairName]
-    Monitoring: Optional[ScheduledInstancesMonitoring]
-    NetworkInterfaces: Optional[ScheduledInstancesNetworkInterfaceSet]
-    Placement: Optional[ScheduledInstancesPlacement]
-    RamdiskId: Optional[RamdiskId]
-    SecurityGroupIds: Optional[ScheduledInstancesSecurityGroupIdSet]
-    SubnetId: Optional[SubnetId]
-    UserData: Optional[String]
+    InstanceType: String | None
+    KernelId: KernelId | None
+    KeyName: KeyPairName | None
+    Monitoring: ScheduledInstancesMonitoring | None
+    NetworkInterfaces: ScheduledInstancesNetworkInterfaceSet | None
+    Placement: ScheduledInstancesPlacement | None
+    RamdiskId: RamdiskId | None
+    SecurityGroupIds: ScheduledInstancesSecurityGroupIdSet | None
+    SubnetId: SubnetId | None
+    UserData: String | None
 
 
 class RunScheduledInstancesRequest(ServiceRequest):
-    ClientToken: Optional[String]
-    DryRun: Optional[Boolean]
-    InstanceCount: Optional[Integer]
+    ClientToken: String | None
+    DryRun: Boolean | None
+    InstanceCount: Integer | None
     LaunchSpecification: ScheduledInstancesLaunchSpecification
     ScheduledInstanceId: ScheduledInstanceId
 
 
 class RunScheduledInstancesResult(TypedDict, total=False):
-    InstanceIdSet: Optional[InstanceIdSet]
+    InstanceIdSet: InstanceIdSet | None
 
 
 class SearchLocalGatewayRoutesRequest(ServiceRequest):
     LocalGatewayRouteTableId: LocalGatewayRoutetableId
-    Filters: Optional[FilterList]
-    MaxResults: Optional[MaxResults]
-    NextToken: Optional[String]
-    DryRun: Optional[Boolean]
+    Filters: FilterList | None
+    MaxResults: MaxResults | None
+    NextToken: String | None
+    DryRun: Boolean | None
 
 
 class SearchLocalGatewayRoutesResult(TypedDict, total=False):
-    Routes: Optional[LocalGatewayRouteList]
-    NextToken: Optional[String]
+    Routes: LocalGatewayRouteList | None
+    NextToken: String | None
 
 
 class SearchTransitGatewayMulticastGroupsRequest(ServiceRequest):
     TransitGatewayMulticastDomainId: TransitGatewayMulticastDomainId
-    Filters: Optional[FilterList]
-    MaxResults: Optional[TransitGatewayMaxResults]
-    NextToken: Optional[String]
-    DryRun: Optional[Boolean]
+    Filters: FilterList | None
+    MaxResults: TransitGatewayMaxResults | None
+    NextToken: String | None
+    DryRun: Boolean | None
 
 
 class TransitGatewayMulticastGroup(TypedDict, total=False):
-    GroupIpAddress: Optional[String]
-    TransitGatewayAttachmentId: Optional[String]
-    SubnetId: Optional[String]
-    ResourceId: Optional[String]
-    ResourceType: Optional[TransitGatewayAttachmentResourceType]
-    ResourceOwnerId: Optional[String]
-    NetworkInterfaceId: Optional[String]
-    GroupMember: Optional[Boolean]
-    GroupSource: Optional[Boolean]
-    MemberType: Optional[MembershipType]
-    SourceType: Optional[MembershipType]
+    GroupIpAddress: String | None
+    TransitGatewayAttachmentId: String | None
+    SubnetId: String | None
+    ResourceId: String | None
+    ResourceType: TransitGatewayAttachmentResourceType | None
+    ResourceOwnerId: String | None
+    NetworkInterfaceId: String | None
+    GroupMember: Boolean | None
+    GroupSource: Boolean | None
+    MemberType: MembershipType | None
+    SourceType: MembershipType | None
 
 
-TransitGatewayMulticastGroupList = List[TransitGatewayMulticastGroup]
+TransitGatewayMulticastGroupList = list[TransitGatewayMulticastGroup]
 
 
 class SearchTransitGatewayMulticastGroupsResult(TypedDict, total=False):
-    MulticastGroups: Optional[TransitGatewayMulticastGroupList]
-    NextToken: Optional[String]
+    MulticastGroups: TransitGatewayMulticastGroupList | None
+    NextToken: String | None
 
 
 class SearchTransitGatewayRoutesRequest(ServiceRequest):
     TransitGatewayRouteTableId: TransitGatewayRouteTableId
     Filters: FilterList
-    MaxResults: Optional[TransitGatewayMaxResults]
-    DryRun: Optional[Boolean]
+    MaxResults: TransitGatewayMaxResults | None
+    DryRun: Boolean | None
 
 
-TransitGatewayRouteList = List[TransitGatewayRoute]
+TransitGatewayRouteList = list[TransitGatewayRoute]
 
 
 class SearchTransitGatewayRoutesResult(TypedDict, total=False):
-    Routes: Optional[TransitGatewayRouteList]
-    AdditionalRoutesAvailable: Optional[Boolean]
+    Routes: TransitGatewayRouteList | None
+    AdditionalRoutesAvailable: Boolean | None
 
 
 class SecurityGroupRuleDescription(TypedDict, total=False):
-    SecurityGroupRuleId: Optional[String]
-    Description: Optional[String]
+    SecurityGroupRuleId: String | None
+    Description: String | None
 
 
-SecurityGroupRuleDescriptionList = List[SecurityGroupRuleDescription]
+SecurityGroupRuleDescriptionList = list[SecurityGroupRuleDescription]
 
 
 class SendDiagnosticInterruptRequest(ServiceRequest):
     InstanceId: InstanceId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class StartDeclarativePoliciesReportRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     S3Bucket: String
-    S3Prefix: Optional[String]
+    S3Prefix: String | None
     TargetId: String
-    TagSpecifications: Optional[TagSpecificationList]
+    TagSpecifications: TagSpecificationList | None
 
 
 class StartDeclarativePoliciesReportResult(TypedDict, total=False):
-    ReportId: Optional[String]
+    ReportId: String | None
 
 
 class StartInstancesRequest(ServiceRequest):
     InstanceIds: InstanceIdStringList
-    AdditionalInfo: Optional[String]
-    DryRun: Optional[Boolean]
+    AdditionalInfo: String | None
+    DryRun: Boolean | None
 
 
 class StartInstancesResult(TypedDict, total=False):
-    StartingInstances: Optional[InstanceStateChangeList]
+    StartingInstances: InstanceStateChangeList | None
 
 
 class StartNetworkInsightsAccessScopeAnalysisRequest(ServiceRequest):
     NetworkInsightsAccessScopeId: NetworkInsightsAccessScopeId
-    DryRun: Optional[Boolean]
-    TagSpecifications: Optional[TagSpecificationList]
+    DryRun: Boolean | None
+    TagSpecifications: TagSpecificationList | None
     ClientToken: String
 
 
 class StartNetworkInsightsAccessScopeAnalysisResult(TypedDict, total=False):
-    NetworkInsightsAccessScopeAnalysis: Optional[NetworkInsightsAccessScopeAnalysis]
+    NetworkInsightsAccessScopeAnalysis: NetworkInsightsAccessScopeAnalysis | None
 
 
 class StartNetworkInsightsAnalysisRequest(ServiceRequest):
     NetworkInsightsPathId: NetworkInsightsPathId
-    AdditionalAccounts: Optional[ValueStringList]
-    FilterInArns: Optional[ArnList]
-    FilterOutArns: Optional[ArnList]
-    DryRun: Optional[Boolean]
-    TagSpecifications: Optional[TagSpecificationList]
+    AdditionalAccounts: ValueStringList | None
+    FilterInArns: ArnList | None
+    FilterOutArns: ArnList | None
+    DryRun: Boolean | None
+    TagSpecifications: TagSpecificationList | None
     ClientToken: String
 
 
 class StartNetworkInsightsAnalysisResult(TypedDict, total=False):
-    NetworkInsightsAnalysis: Optional[NetworkInsightsAnalysis]
+    NetworkInsightsAnalysis: NetworkInsightsAnalysis | None
 
 
 class StartVpcEndpointServicePrivateDnsVerificationRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
     ServiceId: VpcEndpointServiceId
 
 
 class StartVpcEndpointServicePrivateDnsVerificationResult(TypedDict, total=False):
-    ReturnValue: Optional[Boolean]
+    ReturnValue: Boolean | None
 
 
 class StopInstancesRequest(ServiceRequest):
     InstanceIds: InstanceIdStringList
-    Hibernate: Optional[Boolean]
-    SkipOsShutdown: Optional[Boolean]
-    DryRun: Optional[Boolean]
-    Force: Optional[Boolean]
+    Hibernate: Boolean | None
+    SkipOsShutdown: Boolean | None
+    DryRun: Boolean | None
+    Force: Boolean | None
 
 
 class StopInstancesResult(TypedDict, total=False):
-    StoppingInstances: Optional[InstanceStateChangeList]
+    StoppingInstances: InstanceStateChangeList | None
 
 
 class TerminateClientVpnConnectionsRequest(ServiceRequest):
     ClientVpnEndpointId: ClientVpnEndpointId
-    ConnectionId: Optional[String]
-    Username: Optional[String]
-    DryRun: Optional[Boolean]
+    ConnectionId: String | None
+    Username: String | None
+    DryRun: Boolean | None
 
 
 class TerminateConnectionStatus(TypedDict, total=False):
-    ConnectionId: Optional[String]
-    PreviousStatus: Optional[ClientVpnConnectionStatus]
-    CurrentStatus: Optional[ClientVpnConnectionStatus]
+    ConnectionId: String | None
+    PreviousStatus: ClientVpnConnectionStatus | None
+    CurrentStatus: ClientVpnConnectionStatus | None
 
 
-TerminateConnectionStatusSet = List[TerminateConnectionStatus]
+TerminateConnectionStatusSet = list[TerminateConnectionStatus]
 
 
 class TerminateClientVpnConnectionsResult(TypedDict, total=False):
-    ClientVpnEndpointId: Optional[String]
-    Username: Optional[String]
-    ConnectionStatuses: Optional[TerminateConnectionStatusSet]
+    ClientVpnEndpointId: String | None
+    Username: String | None
+    ConnectionStatuses: TerminateConnectionStatusSet | None
 
 
 class TerminateInstancesRequest(ServiceRequest):
     InstanceIds: InstanceIdStringList
-    Force: Optional[Boolean]
-    SkipOsShutdown: Optional[Boolean]
-    DryRun: Optional[Boolean]
+    Force: Boolean | None
+    SkipOsShutdown: Boolean | None
+    DryRun: Boolean | None
 
 
 class TerminateInstancesResult(TypedDict, total=False):
-    TerminatingInstances: Optional[InstanceStateChangeList]
+    TerminatingInstances: InstanceStateChangeList | None
 
 
 class UnassignIpv6AddressesRequest(ServiceRequest):
-    Ipv6Prefixes: Optional[IpPrefixList]
+    Ipv6Prefixes: IpPrefixList | None
     NetworkInterfaceId: NetworkInterfaceId
-    Ipv6Addresses: Optional[Ipv6AddressList]
+    Ipv6Addresses: Ipv6AddressList | None
 
 
 class UnassignIpv6AddressesResult(TypedDict, total=False):
-    NetworkInterfaceId: Optional[String]
-    UnassignedIpv6Addresses: Optional[Ipv6AddressList]
-    UnassignedIpv6Prefixes: Optional[IpPrefixList]
+    NetworkInterfaceId: String | None
+    UnassignedIpv6Addresses: Ipv6AddressList | None
+    UnassignedIpv6Prefixes: IpPrefixList | None
 
 
 class UnassignPrivateIpAddressesRequest(ServiceRequest):
-    Ipv4Prefixes: Optional[IpPrefixList]
+    Ipv4Prefixes: IpPrefixList | None
     NetworkInterfaceId: NetworkInterfaceId
-    PrivateIpAddresses: Optional[PrivateIpAddressStringList]
+    PrivateIpAddresses: PrivateIpAddressStringList | None
 
 
 class UnassignPrivateNatGatewayAddressRequest(ServiceRequest):
     NatGatewayId: NatGatewayId
     PrivateIpAddresses: IpList
-    MaxDrainDurationSeconds: Optional[DrainSeconds]
-    DryRun: Optional[Boolean]
+    MaxDrainDurationSeconds: DrainSeconds | None
+    DryRun: Boolean | None
 
 
 class UnassignPrivateNatGatewayAddressResult(TypedDict, total=False):
-    NatGatewayId: Optional[NatGatewayId]
-    NatGatewayAddresses: Optional[NatGatewayAddressList]
+    NatGatewayId: NatGatewayId | None
+    NatGatewayAddresses: NatGatewayAddressList | None
 
 
 class UnlockSnapshotRequest(ServiceRequest):
     SnapshotId: SnapshotId
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class UnlockSnapshotResult(TypedDict, total=False):
-    SnapshotId: Optional[String]
+    SnapshotId: String | None
 
 
 class UnmonitorInstancesRequest(ServiceRequest):
     InstanceIds: InstanceIdStringList
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class UnmonitorInstancesResult(TypedDict, total=False):
-    InstanceMonitorings: Optional[InstanceMonitoringList]
+    InstanceMonitorings: InstanceMonitoringList | None
 
 
 class UpdateCapacityManagerOrganizationsAccessRequest(ServiceRequest):
     OrganizationsAccess: BoxedBoolean
-    DryRun: Optional[Boolean]
-    ClientToken: Optional[String]
+    DryRun: Boolean | None
+    ClientToken: String | None
 
 
 class UpdateCapacityManagerOrganizationsAccessResult(TypedDict, total=False):
-    CapacityManagerStatus: Optional[CapacityManagerStatus]
-    OrganizationsAccess: Optional[Boolean]
+    CapacityManagerStatus: CapacityManagerStatus | None
+    OrganizationsAccess: Boolean | None
 
 
 class UpdateSecurityGroupRuleDescriptionsEgressRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    GroupId: Optional[SecurityGroupId]
-    GroupName: Optional[SecurityGroupName]
-    IpPermissions: Optional[IpPermissionList]
-    SecurityGroupRuleDescriptions: Optional[SecurityGroupRuleDescriptionList]
+    DryRun: Boolean | None
+    GroupId: SecurityGroupId | None
+    GroupName: SecurityGroupName | None
+    IpPermissions: IpPermissionList | None
+    SecurityGroupRuleDescriptions: SecurityGroupRuleDescriptionList | None
 
 
 class UpdateSecurityGroupRuleDescriptionsEgressResult(TypedDict, total=False):
-    Return: Optional[Boolean]
+    Return: Boolean | None
 
 
 class UpdateSecurityGroupRuleDescriptionsIngressRequest(ServiceRequest):
-    DryRun: Optional[Boolean]
-    GroupId: Optional[SecurityGroupId]
-    GroupName: Optional[SecurityGroupName]
-    IpPermissions: Optional[IpPermissionList]
-    SecurityGroupRuleDescriptions: Optional[SecurityGroupRuleDescriptionList]
+    DryRun: Boolean | None
+    GroupId: SecurityGroupId | None
+    GroupName: SecurityGroupName | None
+    IpPermissions: IpPermissionList | None
+    SecurityGroupRuleDescriptions: SecurityGroupRuleDescriptionList | None
 
 
 class UpdateSecurityGroupRuleDescriptionsIngressResult(TypedDict, total=False):
-    Return: Optional[Boolean]
+    Return: Boolean | None
 
 
 class WithdrawByoipCidrRequest(ServiceRequest):
     Cidr: String
-    DryRun: Optional[Boolean]
+    DryRun: Boolean | None
 
 
 class WithdrawByoipCidrResult(TypedDict, total=False):
-    ByoipCidr: Optional[ByoipCidr]
+    ByoipCidr: ByoipCidr | None
 
 
 class Ec2Api:
-    service = "ec2"
-    version = "2016-11-15"
+    service: str = "ec2"
+    version: str = "2016-11-15"
 
     @handler("AcceptAddressTransfer")
     def accept_address_transfer(
@@ -23049,6 +23083,7 @@ def create_ipam_scope(
         description: String | None = None,
         tag_specifications: TagSpecificationList | None = None,
         client_token: String | None = None,
+        external_authority_configuration: ExternalAuthorityConfiguration | None = None,
         **kwargs,
     ) -> CreateIpamScopeResult:
         raise NotImplementedError
@@ -27335,8 +27370,9 @@ def disable_fast_launch(
     def disable_fast_snapshot_restores(
         self,
         context: RequestContext,
-        availability_zones: AvailabilityZoneStringList,
         source_snapshot_ids: SnapshotIdStringList,
+        availability_zones: AvailabilityZoneStringList | None = None,
+        availability_zone_ids: AvailabilityZoneIdStringList | None = None,
         dry_run: Boolean | None = None,
         **kwargs,
     ) -> DisableFastSnapshotRestoresResult:
@@ -27687,8 +27723,9 @@ def enable_fast_launch(
     def enable_fast_snapshot_restores(
         self,
         context: RequestContext,
-        availability_zones: AvailabilityZoneStringList,
         source_snapshot_ids: SnapshotIdStringList,
+        availability_zones: AvailabilityZoneStringList | None = None,
+        availability_zone_ids: AvailabilityZoneIdStringList | None = None,
         dry_run: Boolean | None = None,
         **kwargs,
     ) -> EnableFastSnapshotRestoresResult:
@@ -29153,6 +29190,8 @@ def modify_ipam_scope(
         ipam_scope_id: IpamScopeId,
         dry_run: Boolean | None = None,
         description: String | None = None,
+        external_authority_configuration: ExternalAuthorityConfiguration | None = None,
+        remove_external_authority_configuration: Boolean | None = None,
         **kwargs,
     ) -> ModifyIpamScopeResult:
         raise NotImplementedError
diff --git a/localstack-core/localstack/aws/api/es/__init__.py b/localstack-core/localstack/aws/api/es/__init__.py
index 4c5774cbd36fa..80f61f5f2081a 100644
--- a/localstack-core/localstack/aws/api/es/__init__.py
+++ b/localstack-core/localstack/aws/api/es/__init__.py
@@ -1,6 +1,6 @@
 from datetime import datetime
 from enum import StrEnum
-from typing import Dict, List, Optional, TypedDict
+from typing import TypedDict
 
 from localstack.aws.api import RequestContext, ServiceException, ServiceRequest, handler
 
@@ -418,25 +418,25 @@ class AcceptInboundCrossClusterSearchConnectionRequest(ServiceRequest):
 
 
 class InboundCrossClusterSearchConnectionStatus(TypedDict, total=False):
-    StatusCode: Optional[InboundCrossClusterSearchConnectionStatusCode]
-    Message: Optional[CrossClusterSearchConnectionStatusMessage]
+    StatusCode: InboundCrossClusterSearchConnectionStatusCode | None
+    Message: CrossClusterSearchConnectionStatusMessage | None
 
 
 class DomainInformation(TypedDict, total=False):
-    OwnerId: Optional[OwnerId]
+    OwnerId: OwnerId | None
     DomainName: DomainName
-    Region: Optional[Region]
+    Region: Region | None
 
 
 class InboundCrossClusterSearchConnection(TypedDict, total=False):
-    SourceDomainInfo: Optional[DomainInformation]
-    DestinationDomainInfo: Optional[DomainInformation]
-    CrossClusterSearchConnectionId: Optional[CrossClusterSearchConnectionId]
-    ConnectionStatus: Optional[InboundCrossClusterSearchConnectionStatus]
+    SourceDomainInfo: DomainInformation | None
+    DestinationDomainInfo: DomainInformation | None
+    CrossClusterSearchConnectionId: CrossClusterSearchConnectionId | None
+    ConnectionStatus: InboundCrossClusterSearchConnectionStatus | None
 
 
 class AcceptInboundCrossClusterSearchConnectionResponse(TypedDict, total=False):
-    CrossClusterSearchConnection: Optional[InboundCrossClusterSearchConnection]
+    CrossClusterSearchConnection: InboundCrossClusterSearchConnection | None
 
 
 UpdateTimestamp = datetime
@@ -445,9 +445,9 @@ class AcceptInboundCrossClusterSearchConnectionResponse(TypedDict, total=False):
 class OptionStatus(TypedDict, total=False):
     CreationDate: UpdateTimestamp
     UpdateDate: UpdateTimestamp
-    UpdateVersion: Optional[UIntValue]
+    UpdateVersion: UIntValue | None
     State: OptionState
-    PendingDeletion: Optional[Boolean]
+    PendingDeletion: Boolean | None
 
 
 class AccessPoliciesStatus(TypedDict, total=False):
@@ -460,7 +460,7 @@ class Tag(TypedDict, total=False):
     Value: TagValue
 
 
-TagList = List[Tag]
+TagList = list[Tag]
 
 
 class AddTagsRequest(ServiceRequest):
@@ -468,16 +468,16 @@ class AddTagsRequest(ServiceRequest):
     TagList: TagList
 
 
-LimitValueList = List[LimitValue]
+LimitValueList = list[LimitValue]
 
 
 class AdditionalLimit(TypedDict, total=False):
-    LimitName: Optional[LimitName]
-    LimitValues: Optional[LimitValueList]
+    LimitName: LimitName | None
+    LimitValues: LimitValueList | None
 
 
-AdditionalLimitList = List[AdditionalLimit]
-AdvancedOptions = Dict[String, String]
+AdditionalLimitList = list[AdditionalLimit]
+AdvancedOptions = dict[String, String]
 
 
 class AdvancedOptionsStatus(TypedDict, total=False):
@@ -494,43 +494,43 @@ class SAMLIdp(TypedDict, total=False):
 
 
 class SAMLOptionsOutput(TypedDict, total=False):
-    Enabled: Optional[Boolean]
-    Idp: Optional[SAMLIdp]
-    SubjectKey: Optional[String]
-    RolesKey: Optional[String]
-    SessionTimeoutMinutes: Optional[IntegerClass]
+    Enabled: Boolean | None
+    Idp: SAMLIdp | None
+    SubjectKey: String | None
+    RolesKey: String | None
+    SessionTimeoutMinutes: IntegerClass | None
 
 
 class AdvancedSecurityOptions(TypedDict, total=False):
-    Enabled: Optional[Boolean]
-    InternalUserDatabaseEnabled: Optional[Boolean]
-    SAMLOptions: Optional[SAMLOptionsOutput]
-    AnonymousAuthDisableDate: Optional[DisableTimestamp]
-    AnonymousAuthEnabled: Optional[Boolean]
+    Enabled: Boolean | None
+    InternalUserDatabaseEnabled: Boolean | None
+    SAMLOptions: SAMLOptionsOutput | None
+    AnonymousAuthDisableDate: DisableTimestamp | None
+    AnonymousAuthEnabled: Boolean | None
 
 
 class SAMLOptionsInput(TypedDict, total=False):
-    Enabled: Optional[Boolean]
-    Idp: Optional[SAMLIdp]
-    MasterUserName: Optional[Username]
-    MasterBackendRole: Optional[BackendRole]
-    SubjectKey: Optional[String]
-    RolesKey: Optional[String]
-    SessionTimeoutMinutes: Optional[IntegerClass]
+    Enabled: Boolean | None
+    Idp: SAMLIdp | None
+    MasterUserName: Username | None
+    MasterBackendRole: BackendRole | None
+    SubjectKey: String | None
+    RolesKey: String | None
+    SessionTimeoutMinutes: IntegerClass | None
 
 
 class MasterUserOptions(TypedDict, total=False):
-    MasterUserARN: Optional[ARN]
-    MasterUserName: Optional[Username]
-    MasterUserPassword: Optional[Password]
+    MasterUserARN: ARN | None
+    MasterUserName: Username | None
+    MasterUserPassword: Password | None
 
 
 class AdvancedSecurityOptionsInput(TypedDict, total=False):
-    Enabled: Optional[Boolean]
-    InternalUserDatabaseEnabled: Optional[Boolean]
-    MasterUserOptions: Optional[MasterUserOptions]
-    SAMLOptions: Optional[SAMLOptionsInput]
-    AnonymousAuthEnabled: Optional[Boolean]
+    Enabled: Boolean | None
+    InternalUserDatabaseEnabled: Boolean | None
+    MasterUserOptions: MasterUserOptions | None
+    SAMLOptions: SAMLOptionsInput | None
+    AnonymousAuthEnabled: Boolean | None
 
 
 class AdvancedSecurityOptionsStatus(TypedDict, total=False):
@@ -544,27 +544,27 @@ class AssociatePackageRequest(ServiceRequest):
 
 
 class ErrorDetails(TypedDict, total=False):
-    ErrorType: Optional[ErrorType]
-    ErrorMessage: Optional[ErrorMessage]
+    ErrorType: ErrorType | None
+    ErrorMessage: ErrorMessage | None
 
 
 LastUpdated = datetime
 
 
 class DomainPackageDetails(TypedDict, total=False):
-    PackageID: Optional[PackageID]
-    PackageName: Optional[PackageName]
-    PackageType: Optional[PackageType]
-    LastUpdated: Optional[LastUpdated]
-    DomainName: Optional[DomainName]
-    DomainPackageStatus: Optional[DomainPackageStatus]
-    PackageVersion: Optional[PackageVersion]
-    ReferencePath: Optional[ReferencePath]
-    ErrorDetails: Optional[ErrorDetails]
+    PackageID: PackageID | None
+    PackageName: PackageName | None
+    PackageType: PackageType | None
+    LastUpdated: LastUpdated | None
+    DomainName: DomainName | None
+    DomainPackageStatus: DomainPackageStatus | None
+    PackageVersion: PackageVersion | None
+    ReferencePath: ReferencePath | None
+    ErrorDetails: ErrorDetails | None
 
 
 class AssociatePackageResponse(TypedDict, total=False):
-    DomainPackageDetails: Optional[DomainPackageDetails]
+    DomainPackageDetails: DomainPackageDetails | None
 
 
 class AuthorizeVpcEndpointAccessRequest(ServiceRequest):
@@ -573,104 +573,104 @@ class AuthorizeVpcEndpointAccessRequest(ServiceRequest):
 
 
 class AuthorizedPrincipal(TypedDict, total=False):
-    PrincipalType: Optional[PrincipalType]
-    Principal: Optional[String]
+    PrincipalType: PrincipalType | None
+    Principal: String | None
 
 
 class AuthorizeVpcEndpointAccessResponse(TypedDict, total=False):
     AuthorizedPrincipal: AuthorizedPrincipal
 
 
-AuthorizedPrincipalList = List[AuthorizedPrincipal]
+AuthorizedPrincipalList = list[AuthorizedPrincipal]
 AutoTuneDate = datetime
 
 
 class ScheduledAutoTuneDetails(TypedDict, total=False):
-    Date: Optional[AutoTuneDate]
-    ActionType: Optional[ScheduledAutoTuneActionType]
-    Action: Optional[ScheduledAutoTuneDescription]
-    Severity: Optional[ScheduledAutoTuneSeverityType]
+    Date: AutoTuneDate | None
+    ActionType: ScheduledAutoTuneActionType | None
+    Action: ScheduledAutoTuneDescription | None
+    Severity: ScheduledAutoTuneSeverityType | None
 
 
 class AutoTuneDetails(TypedDict, total=False):
-    ScheduledAutoTuneDetails: Optional[ScheduledAutoTuneDetails]
+    ScheduledAutoTuneDetails: ScheduledAutoTuneDetails | None
 
 
 class AutoTune(TypedDict, total=False):
-    AutoTuneType: Optional[AutoTuneType]
-    AutoTuneDetails: Optional[AutoTuneDetails]
+    AutoTuneType: AutoTuneType | None
+    AutoTuneDetails: AutoTuneDetails | None
 
 
-AutoTuneList = List[AutoTune]
+AutoTuneList = list[AutoTune]
 DurationValue = int
 
 
 class Duration(TypedDict, total=False):
-    Value: Optional[DurationValue]
-    Unit: Optional[TimeUnit]
+    Value: DurationValue | None
+    Unit: TimeUnit | None
 
 
 StartAt = datetime
 
 
 class AutoTuneMaintenanceSchedule(TypedDict, total=False):
-    StartAt: Optional[StartAt]
-    Duration: Optional[Duration]
-    CronExpressionForRecurrence: Optional[String]
+    StartAt: StartAt | None
+    Duration: Duration | None
+    CronExpressionForRecurrence: String | None
 
 
-AutoTuneMaintenanceScheduleList = List[AutoTuneMaintenanceSchedule]
+AutoTuneMaintenanceScheduleList = list[AutoTuneMaintenanceSchedule]
 
 
 class AutoTuneOptions(TypedDict, total=False):
-    DesiredState: Optional[AutoTuneDesiredState]
-    RollbackOnDisable: Optional[RollbackOnDisable]
-    MaintenanceSchedules: Optional[AutoTuneMaintenanceScheduleList]
+    DesiredState: AutoTuneDesiredState | None
+    RollbackOnDisable: RollbackOnDisable | None
+    MaintenanceSchedules: AutoTuneMaintenanceScheduleList | None
 
 
 class AutoTuneOptionsInput(TypedDict, total=False):
-    DesiredState: Optional[AutoTuneDesiredState]
-    MaintenanceSchedules: Optional[AutoTuneMaintenanceScheduleList]
+    DesiredState: AutoTuneDesiredState | None
+    MaintenanceSchedules: AutoTuneMaintenanceScheduleList | None
 
 
 class AutoTuneOptionsOutput(TypedDict, total=False):
-    State: Optional[AutoTuneState]
-    ErrorMessage: Optional[String]
+    State: AutoTuneState | None
+    ErrorMessage: String | None
 
 
 class AutoTuneStatus(TypedDict, total=False):
     CreationDate: UpdateTimestamp
     UpdateDate: UpdateTimestamp
-    UpdateVersion: Optional[UIntValue]
+    UpdateVersion: UIntValue | None
     State: AutoTuneState
-    ErrorMessage: Optional[String]
-    PendingDeletion: Optional[Boolean]
+    ErrorMessage: String | None
+    PendingDeletion: Boolean | None
 
 
 class AutoTuneOptionsStatus(TypedDict, total=False):
-    Options: Optional[AutoTuneOptions]
-    Status: Optional[AutoTuneStatus]
+    Options: AutoTuneOptions | None
+    Status: AutoTuneStatus | None
 
 
 class CancelDomainConfigChangeRequest(ServiceRequest):
     DomainName: DomainName
-    DryRun: Optional[DryRun]
+    DryRun: DryRun | None
 
 
 class CancelledChangeProperty(TypedDict, total=False):
-    PropertyName: Optional[String]
-    CancelledValue: Optional[String]
-    ActiveValue: Optional[String]
+    PropertyName: String | None
+    CancelledValue: String | None
+    ActiveValue: String | None
 
 
-CancelledChangePropertyList = List[CancelledChangeProperty]
-GUIDList = List[GUID]
+CancelledChangePropertyList = list[CancelledChangeProperty]
+GUIDList = list[GUID]
 
 
 class CancelDomainConfigChangeResponse(TypedDict, total=False):
-    DryRun: Optional[DryRun]
-    CancelledChangeIds: Optional[GUIDList]
-    CancelledChangeProperties: Optional[CancelledChangePropertyList]
+    DryRun: DryRun | None
+    CancelledChangeIds: GUIDList | None
+    CancelledChangeProperties: CancelledChangePropertyList | None
 
 
 class CancelElasticsearchServiceSoftwareUpdateRequest(ServiceRequest):
@@ -681,58 +681,58 @@ class CancelElasticsearchServiceSoftwareUpdateRequest(ServiceRequest):
 
 
 class ServiceSoftwareOptions(TypedDict, total=False):
-    CurrentVersion: Optional[String]
-    NewVersion: Optional[String]
-    UpdateAvailable: Optional[Boolean]
-    Cancellable: Optional[Boolean]
-    UpdateStatus: Optional[DeploymentStatus]
-    Description: Optional[String]
-    AutomatedUpdateDate: Optional[DeploymentCloseDateTimeStamp]
-    OptionalDeployment: Optional[Boolean]
+    CurrentVersion: String | None
+    NewVersion: String | None
+    UpdateAvailable: Boolean | None
+    Cancellable: Boolean | None
+    UpdateStatus: DeploymentStatus | None
+    Description: String | None
+    AutomatedUpdateDate: DeploymentCloseDateTimeStamp | None
+    OptionalDeployment: Boolean | None
 
 
 class CancelElasticsearchServiceSoftwareUpdateResponse(TypedDict, total=False):
-    ServiceSoftwareOptions: Optional[ServiceSoftwareOptions]
+    ServiceSoftwareOptions: ServiceSoftwareOptions | None
 
 
 class ChangeProgressDetails(TypedDict, total=False):
-    ChangeId: Optional[GUID]
-    Message: Optional[Message]
-    ConfigChangeStatus: Optional[ConfigChangeStatus]
-    StartTime: Optional[UpdateTimestamp]
-    LastUpdatedTime: Optional[UpdateTimestamp]
-    InitiatedBy: Optional[InitiatedBy]
+    ChangeId: GUID | None
+    Message: Message | None
+    ConfigChangeStatus: ConfigChangeStatus | None
+    StartTime: UpdateTimestamp | None
+    LastUpdatedTime: UpdateTimestamp | None
+    InitiatedBy: InitiatedBy | None
 
 
 class ChangeProgressStage(TypedDict, total=False):
-    Name: Optional[ChangeProgressStageName]
-    Status: Optional[ChangeProgressStageStatus]
-    Description: Optional[Description]
-    LastUpdated: Optional[LastUpdated]
+    Name: ChangeProgressStageName | None
+    Status: ChangeProgressStageStatus | None
+    Description: Description | None
+    LastUpdated: LastUpdated | None
 
 
-ChangeProgressStageList = List[ChangeProgressStage]
-StringList = List[String]
+ChangeProgressStageList = list[ChangeProgressStage]
+StringList = list[String]
 
 
 class ChangeProgressStatusDetails(TypedDict, total=False):
-    ChangeId: Optional[GUID]
-    StartTime: Optional[UpdateTimestamp]
-    Status: Optional[OverallChangeStatus]
-    PendingProperties: Optional[StringList]
-    CompletedProperties: Optional[StringList]
-    TotalNumberOfStages: Optional[TotalNumberOfStages]
-    ChangeProgressStages: Optional[ChangeProgressStageList]
-    ConfigChangeStatus: Optional[ConfigChangeStatus]
-    LastUpdatedTime: Optional[UpdateTimestamp]
-    InitiatedBy: Optional[InitiatedBy]
+    ChangeId: GUID | None
+    StartTime: UpdateTimestamp | None
+    Status: OverallChangeStatus | None
+    PendingProperties: StringList | None
+    CompletedProperties: StringList | None
+    TotalNumberOfStages: TotalNumberOfStages | None
+    ChangeProgressStages: ChangeProgressStageList | None
+    ConfigChangeStatus: ConfigChangeStatus | None
+    LastUpdatedTime: UpdateTimestamp | None
+    InitiatedBy: InitiatedBy | None
 
 
 class CognitoOptions(TypedDict, total=False):
-    Enabled: Optional[Boolean]
-    UserPoolId: Optional[UserPoolId]
-    IdentityPoolId: Optional[IdentityPoolId]
-    RoleArn: Optional[RoleArn]
+    Enabled: Boolean | None
+    UserPoolId: UserPoolId | None
+    IdentityPoolId: IdentityPoolId | None
+    RoleArn: RoleArn | None
 
 
 class CognitoOptionsStatus(TypedDict, total=False):
@@ -744,148 +744,148 @@ class ColdStorageOptions(TypedDict, total=False):
     Enabled: Boolean
 
 
-ElasticsearchVersionList = List[ElasticsearchVersionString]
+ElasticsearchVersionList = list[ElasticsearchVersionString]
 
 
 class CompatibleVersionsMap(TypedDict, total=False):
-    SourceVersion: Optional[ElasticsearchVersionString]
-    TargetVersions: Optional[ElasticsearchVersionList]
+    SourceVersion: ElasticsearchVersionString | None
+    TargetVersions: ElasticsearchVersionList | None
 
 
-CompatibleElasticsearchVersionsList = List[CompatibleVersionsMap]
+CompatibleElasticsearchVersionsList = list[CompatibleVersionsMap]
 
 
 class DomainEndpointOptions(TypedDict, total=False):
-    EnforceHTTPS: Optional[Boolean]
-    TLSSecurityPolicy: Optional[TLSSecurityPolicy]
-    CustomEndpointEnabled: Optional[Boolean]
-    CustomEndpoint: Optional[DomainNameFqdn]
-    CustomEndpointCertificateArn: Optional[ARN]
+    EnforceHTTPS: Boolean | None
+    TLSSecurityPolicy: TLSSecurityPolicy | None
+    CustomEndpointEnabled: Boolean | None
+    CustomEndpoint: DomainNameFqdn | None
+    CustomEndpointCertificateArn: ARN | None
 
 
 class LogPublishingOption(TypedDict, total=False):
-    CloudWatchLogsLogGroupArn: Optional[CloudWatchLogsLogGroupArn]
-    Enabled: Optional[Boolean]
+    CloudWatchLogsLogGroupArn: CloudWatchLogsLogGroupArn | None
+    Enabled: Boolean | None
 
 
-LogPublishingOptions = Dict[LogType, LogPublishingOption]
+LogPublishingOptions = dict[LogType, LogPublishingOption]
 
 
 class NodeToNodeEncryptionOptions(TypedDict, total=False):
-    Enabled: Optional[Boolean]
+    Enabled: Boolean | None
 
 
 class EncryptionAtRestOptions(TypedDict, total=False):
-    Enabled: Optional[Boolean]
-    KmsKeyId: Optional[KmsKeyId]
+    Enabled: Boolean | None
+    KmsKeyId: KmsKeyId | None
 
 
 class VPCOptions(TypedDict, total=False):
-    SubnetIds: Optional[StringList]
-    SecurityGroupIds: Optional[StringList]
+    SubnetIds: StringList | None
+    SecurityGroupIds: StringList | None
 
 
 class SnapshotOptions(TypedDict, total=False):
-    AutomatedSnapshotStartHour: Optional[IntegerClass]
+    AutomatedSnapshotStartHour: IntegerClass | None
 
 
 class EBSOptions(TypedDict, total=False):
-    EBSEnabled: Optional[Boolean]
-    VolumeType: Optional[VolumeType]
-    VolumeSize: Optional[IntegerClass]
-    Iops: Optional[IntegerClass]
-    Throughput: Optional[IntegerClass]
+    EBSEnabled: Boolean | None
+    VolumeType: VolumeType | None
+    VolumeSize: IntegerClass | None
+    Iops: IntegerClass | None
+    Throughput: IntegerClass | None
 
 
 class ZoneAwarenessConfig(TypedDict, total=False):
-    AvailabilityZoneCount: Optional[IntegerClass]
+    AvailabilityZoneCount: IntegerClass | None
 
 
 class ElasticsearchClusterConfig(TypedDict, total=False):
-    InstanceType: Optional[ESPartitionInstanceType]
-    InstanceCount: Optional[IntegerClass]
-    DedicatedMasterEnabled: Optional[Boolean]
-    ZoneAwarenessEnabled: Optional[Boolean]
-    ZoneAwarenessConfig: Optional[ZoneAwarenessConfig]
-    DedicatedMasterType: Optional[ESPartitionInstanceType]
-    DedicatedMasterCount: Optional[IntegerClass]
-    WarmEnabled: Optional[Boolean]
-    WarmType: Optional[ESWarmPartitionInstanceType]
-    WarmCount: Optional[IntegerClass]
-    ColdStorageOptions: Optional[ColdStorageOptions]
+    InstanceType: ESPartitionInstanceType | None
+    InstanceCount: IntegerClass | None
+    DedicatedMasterEnabled: Boolean | None
+    ZoneAwarenessEnabled: Boolean | None
+    ZoneAwarenessConfig: ZoneAwarenessConfig | None
+    DedicatedMasterType: ESPartitionInstanceType | None
+    DedicatedMasterCount: IntegerClass | None
+    WarmEnabled: Boolean | None
+    WarmType: ESWarmPartitionInstanceType | None
+    WarmCount: IntegerClass | None
+    ColdStorageOptions: ColdStorageOptions | None
 
 
 class CreateElasticsearchDomainRequest(ServiceRequest):
     DomainName: DomainName
-    ElasticsearchVersion: Optional[ElasticsearchVersionString]
-    ElasticsearchClusterConfig: Optional[ElasticsearchClusterConfig]
-    EBSOptions: Optional[EBSOptions]
-    AccessPolicies: Optional[PolicyDocument]
-    SnapshotOptions: Optional[SnapshotOptions]
-    VPCOptions: Optional[VPCOptions]
-    CognitoOptions: Optional[CognitoOptions]
-    EncryptionAtRestOptions: Optional[EncryptionAtRestOptions]
-    NodeToNodeEncryptionOptions: Optional[NodeToNodeEncryptionOptions]
-    AdvancedOptions: Optional[AdvancedOptions]
-    LogPublishingOptions: Optional[LogPublishingOptions]
-    DomainEndpointOptions: Optional[DomainEndpointOptions]
-    AdvancedSecurityOptions: Optional[AdvancedSecurityOptionsInput]
-    AutoTuneOptions: Optional[AutoTuneOptionsInput]
-    TagList: Optional[TagList]
+    ElasticsearchVersion: ElasticsearchVersionString | None
+    ElasticsearchClusterConfig: ElasticsearchClusterConfig | None
+    EBSOptions: EBSOptions | None
+    AccessPolicies: PolicyDocument | None
+    SnapshotOptions: SnapshotOptions | None
+    VPCOptions: VPCOptions | None
+    CognitoOptions: CognitoOptions | None
+    EncryptionAtRestOptions: EncryptionAtRestOptions | None
+    NodeToNodeEncryptionOptions: NodeToNodeEncryptionOptions | None
+    AdvancedOptions: AdvancedOptions | None
+    LogPublishingOptions: LogPublishingOptions | None
+    DomainEndpointOptions: DomainEndpointOptions | None
+    AdvancedSecurityOptions: AdvancedSecurityOptionsInput | None
+    AutoTuneOptions: AutoTuneOptionsInput | None
+    TagList: TagList | None
 
 
 class ModifyingProperties(TypedDict, total=False):
-    Name: Optional[String]
-    ActiveValue: Optional[String]
-    PendingValue: Optional[String]
-    ValueType: Optional[PropertyValueType]
+    Name: String | None
+    ActiveValue: String | None
+    PendingValue: String | None
+    ValueType: PropertyValueType | None
 
 
-ModifyingPropertiesList = List[ModifyingProperties]
+ModifyingPropertiesList = list[ModifyingProperties]
 
 
 class VPCDerivedInfo(TypedDict, total=False):
-    VPCId: Optional[String]
-    SubnetIds: Optional[StringList]
-    AvailabilityZones: Optional[StringList]
-    SecurityGroupIds: Optional[StringList]
+    VPCId: String | None
+    SubnetIds: StringList | None
+    AvailabilityZones: StringList | None
+    SecurityGroupIds: StringList | None
 
 
-EndpointsMap = Dict[String, ServiceUrl]
+EndpointsMap = dict[String, ServiceUrl]
 
 
 class ElasticsearchDomainStatus(TypedDict, total=False):
     DomainId: DomainId
     DomainName: DomainName
     ARN: ARN
-    Created: Optional[Boolean]
-    Deleted: Optional[Boolean]
-    Endpoint: Optional[ServiceUrl]
-    Endpoints: Optional[EndpointsMap]
-    Processing: Optional[Boolean]
-    UpgradeProcessing: Optional[Boolean]
-    ElasticsearchVersion: Optional[ElasticsearchVersionString]
+    Created: Boolean | None
+    Deleted: Boolean | None
+    Endpoint: ServiceUrl | None
+    Endpoints: EndpointsMap | None
+    Processing: Boolean | None
+    UpgradeProcessing: Boolean | None
+    ElasticsearchVersion: ElasticsearchVersionString | None
     ElasticsearchClusterConfig: ElasticsearchClusterConfig
-    EBSOptions: Optional[EBSOptions]
-    AccessPolicies: Optional[PolicyDocument]
-    SnapshotOptions: Optional[SnapshotOptions]
-    VPCOptions: Optional[VPCDerivedInfo]
-    CognitoOptions: Optional[CognitoOptions]
-    EncryptionAtRestOptions: Optional[EncryptionAtRestOptions]
-    NodeToNodeEncryptionOptions: Optional[NodeToNodeEncryptionOptions]
-    AdvancedOptions: Optional[AdvancedOptions]
-    LogPublishingOptions: Optional[LogPublishingOptions]
-    ServiceSoftwareOptions: Optional[ServiceSoftwareOptions]
-    DomainEndpointOptions: Optional[DomainEndpointOptions]
-    AdvancedSecurityOptions: Optional[AdvancedSecurityOptions]
-    AutoTuneOptions: Optional[AutoTuneOptionsOutput]
-    ChangeProgressDetails: Optional[ChangeProgressDetails]
-    DomainProcessingStatus: Optional[DomainProcessingStatusType]
-    ModifyingProperties: Optional[ModifyingPropertiesList]
+    EBSOptions: EBSOptions | None
+    AccessPolicies: PolicyDocument | None
+    SnapshotOptions: SnapshotOptions | None
+    VPCOptions: VPCDerivedInfo | None
+    CognitoOptions: CognitoOptions | None
+    EncryptionAtRestOptions: EncryptionAtRestOptions | None
+    NodeToNodeEncryptionOptions: NodeToNodeEncryptionOptions | None
+    AdvancedOptions: AdvancedOptions | None
+    LogPublishingOptions: LogPublishingOptions | None
+    ServiceSoftwareOptions: ServiceSoftwareOptions | None
+    DomainEndpointOptions: DomainEndpointOptions | None
+    AdvancedSecurityOptions: AdvancedSecurityOptions | None
+    AutoTuneOptions: AutoTuneOptionsOutput | None
+    ChangeProgressDetails: ChangeProgressDetails | None
+    DomainProcessingStatus: DomainProcessingStatusType | None
+    ModifyingProperties: ModifyingPropertiesList | None
 
 
 class CreateElasticsearchDomainResponse(TypedDict, total=False):
-    DomainStatus: Optional[ElasticsearchDomainStatus]
+    DomainStatus: ElasticsearchDomainStatus | None
 
 
 class CreateOutboundCrossClusterSearchConnectionRequest(ServiceRequest):
@@ -895,27 +895,27 @@ class CreateOutboundCrossClusterSearchConnectionRequest(ServiceRequest):
 
 
 class OutboundCrossClusterSearchConnectionStatus(TypedDict, total=False):
-    StatusCode: Optional[OutboundCrossClusterSearchConnectionStatusCode]
-    Message: Optional[CrossClusterSearchConnectionStatusMessage]
+    StatusCode: OutboundCrossClusterSearchConnectionStatusCode | None
+    Message: CrossClusterSearchConnectionStatusMessage | None
 
 
 class CreateOutboundCrossClusterSearchConnectionResponse(TypedDict, total=False):
-    SourceDomainInfo: Optional[DomainInformation]
-    DestinationDomainInfo: Optional[DomainInformation]
-    ConnectionAlias: Optional[ConnectionAlias]
-    ConnectionStatus: Optional[OutboundCrossClusterSearchConnectionStatus]
-    CrossClusterSearchConnectionId: Optional[CrossClusterSearchConnectionId]
+    SourceDomainInfo: DomainInformation | None
+    DestinationDomainInfo: DomainInformation | None
+    ConnectionAlias: ConnectionAlias | None
+    ConnectionStatus: OutboundCrossClusterSearchConnectionStatus | None
+    CrossClusterSearchConnectionId: CrossClusterSearchConnectionId | None
 
 
 class PackageSource(TypedDict, total=False):
-    S3BucketName: Optional[S3BucketName]
-    S3Key: Optional[S3Key]
+    S3BucketName: S3BucketName | None
+    S3Key: S3Key | None
 
 
 class CreatePackageRequest(ServiceRequest):
     PackageName: PackageName
     PackageType: PackageType
-    PackageDescription: Optional[PackageDescription]
+    PackageDescription: PackageDescription | None
     PackageSource: PackageSource
 
 
@@ -923,34 +923,34 @@ class CreatePackageRequest(ServiceRequest):
 
 
 class PackageDetails(TypedDict, total=False):
-    PackageID: Optional[PackageID]
-    PackageName: Optional[PackageName]
-    PackageType: Optional[PackageType]
-    PackageDescription: Optional[PackageDescription]
-    PackageStatus: Optional[PackageStatus]
-    CreatedAt: Optional[CreatedAt]
-    LastUpdatedAt: Optional[LastUpdated]
-    AvailablePackageVersion: Optional[PackageVersion]
-    ErrorDetails: Optional[ErrorDetails]
+    PackageID: PackageID | None
+    PackageName: PackageName | None
+    PackageType: PackageType | None
+    PackageDescription: PackageDescription | None
+    PackageStatus: PackageStatus | None
+    CreatedAt: CreatedAt | None
+    LastUpdatedAt: LastUpdated | None
+    AvailablePackageVersion: PackageVersion | None
+    ErrorDetails: ErrorDetails | None
 
 
 class CreatePackageResponse(TypedDict, total=False):
-    PackageDetails: Optional[PackageDetails]
+    PackageDetails: PackageDetails | None
 
 
 class CreateVpcEndpointRequest(ServiceRequest):
     DomainArn: DomainArn
     VpcOptions: VPCOptions
-    ClientToken: Optional[ClientToken]
+    ClientToken: ClientToken | None
 
 
 class VpcEndpoint(TypedDict, total=False):
-    VpcEndpointId: Optional[VpcEndpointId]
-    VpcEndpointOwner: Optional[AWSAccount]
-    DomainArn: Optional[DomainArn]
-    VpcOptions: Optional[VPCDerivedInfo]
-    Status: Optional[VpcEndpointStatus]
-    Endpoint: Optional[Endpoint]
+    VpcEndpointId: VpcEndpointId | None
+    VpcEndpointOwner: AWSAccount | None
+    DomainArn: DomainArn | None
+    VpcOptions: VPCDerivedInfo | None
+    Status: VpcEndpointStatus | None
+    Endpoint: Endpoint | None
 
 
 class CreateVpcEndpointResponse(TypedDict, total=False):
@@ -962,7 +962,7 @@ class DeleteElasticsearchDomainRequest(ServiceRequest):
 
 
 class DeleteElasticsearchDomainResponse(TypedDict, total=False):
-    DomainStatus: Optional[ElasticsearchDomainStatus]
+    DomainStatus: ElasticsearchDomainStatus | None
 
 
 class DeleteInboundCrossClusterSearchConnectionRequest(ServiceRequest):
@@ -970,7 +970,7 @@ class DeleteInboundCrossClusterSearchConnectionRequest(ServiceRequest):
 
 
 class DeleteInboundCrossClusterSearchConnectionResponse(TypedDict, total=False):
-    CrossClusterSearchConnection: Optional[InboundCrossClusterSearchConnection]
+    CrossClusterSearchConnection: InboundCrossClusterSearchConnection | None
 
 
 class DeleteOutboundCrossClusterSearchConnectionRequest(ServiceRequest):
@@ -978,15 +978,15 @@ class DeleteOutboundCrossClusterSearchConnectionRequest(ServiceRequest):
 
 
 class OutboundCrossClusterSearchConnection(TypedDict, total=False):
-    SourceDomainInfo: Optional[DomainInformation]
-    DestinationDomainInfo: Optional[DomainInformation]
-    CrossClusterSearchConnectionId: Optional[CrossClusterSearchConnectionId]
-    ConnectionAlias: Optional[ConnectionAlias]
-    ConnectionStatus: Optional[OutboundCrossClusterSearchConnectionStatus]
+    SourceDomainInfo: DomainInformation | None
+    DestinationDomainInfo: DomainInformation | None
+    CrossClusterSearchConnectionId: CrossClusterSearchConnectionId | None
+    ConnectionAlias: ConnectionAlias | None
+    ConnectionStatus: OutboundCrossClusterSearchConnectionStatus | None
 
 
 class DeleteOutboundCrossClusterSearchConnectionResponse(TypedDict, total=False):
-    CrossClusterSearchConnection: Optional[OutboundCrossClusterSearchConnection]
+    CrossClusterSearchConnection: OutboundCrossClusterSearchConnection | None
 
 
 class DeletePackageRequest(ServiceRequest):
@@ -994,7 +994,7 @@ class DeletePackageRequest(ServiceRequest):
 
 
 class DeletePackageResponse(TypedDict, total=False):
-    PackageDetails: Optional[PackageDetails]
+    PackageDetails: PackageDetails | None
 
 
 class DeleteVpcEndpointRequest(ServiceRequest):
@@ -1002,10 +1002,10 @@ class DeleteVpcEndpointRequest(ServiceRequest):
 
 
 class VpcEndpointSummary(TypedDict, total=False):
-    VpcEndpointId: Optional[VpcEndpointId]
-    VpcEndpointOwner: Optional[String]
-    DomainArn: Optional[DomainArn]
-    Status: Optional[VpcEndpointStatus]
+    VpcEndpointId: VpcEndpointId | None
+    VpcEndpointOwner: String | None
+    DomainArn: DomainArn | None
+    Status: VpcEndpointStatus | None
 
 
 class DeleteVpcEndpointResponse(TypedDict, total=False):
@@ -1014,22 +1014,22 @@ class DeleteVpcEndpointResponse(TypedDict, total=False):
 
 class DescribeDomainAutoTunesRequest(ServiceRequest):
     DomainName: DomainName
-    MaxResults: Optional[MaxResults]
-    NextToken: Optional[NextToken]
+    MaxResults: MaxResults | None
+    NextToken: NextToken | None
 
 
 class DescribeDomainAutoTunesResponse(TypedDict, total=False):
-    AutoTunes: Optional[AutoTuneList]
-    NextToken: Optional[NextToken]
+    AutoTunes: AutoTuneList | None
+    NextToken: NextToken | None
 
 
 class DescribeDomainChangeProgressRequest(ServiceRequest):
     DomainName: DomainName
-    ChangeId: Optional[GUID]
+    ChangeId: GUID | None
 
 
 class DescribeDomainChangeProgressResponse(TypedDict, total=False):
-    ChangeProgressStatus: Optional[ChangeProgressStatusDetails]
+    ChangeProgressStatus: ChangeProgressStatusDetails | None
 
 
 class DescribeElasticsearchDomainConfigRequest(ServiceRequest):
@@ -1042,8 +1042,8 @@ class DomainEndpointOptionsStatus(TypedDict, total=False):
 
 
 class LogPublishingOptionsStatus(TypedDict, total=False):
-    Options: Optional[LogPublishingOptions]
-    Status: Optional[OptionStatus]
+    Options: LogPublishingOptions | None
+    Status: OptionStatus | None
 
 
 class NodeToNodeEncryptionOptionsStatus(TypedDict, total=False):
@@ -1082,22 +1082,22 @@ class ElasticsearchVersionStatus(TypedDict, total=False):
 
 
 class ElasticsearchDomainConfig(TypedDict, total=False):
-    ElasticsearchVersion: Optional[ElasticsearchVersionStatus]
-    ElasticsearchClusterConfig: Optional[ElasticsearchClusterConfigStatus]
-    EBSOptions: Optional[EBSOptionsStatus]
-    AccessPolicies: Optional[AccessPoliciesStatus]
-    SnapshotOptions: Optional[SnapshotOptionsStatus]
-    VPCOptions: Optional[VPCDerivedInfoStatus]
-    CognitoOptions: Optional[CognitoOptionsStatus]
-    EncryptionAtRestOptions: Optional[EncryptionAtRestOptionsStatus]
-    NodeToNodeEncryptionOptions: Optional[NodeToNodeEncryptionOptionsStatus]
-    AdvancedOptions: Optional[AdvancedOptionsStatus]
-    LogPublishingOptions: Optional[LogPublishingOptionsStatus]
-    DomainEndpointOptions: Optional[DomainEndpointOptionsStatus]
-    AdvancedSecurityOptions: Optional[AdvancedSecurityOptionsStatus]
-    AutoTuneOptions: Optional[AutoTuneOptionsStatus]
-    ChangeProgressDetails: Optional[ChangeProgressDetails]
-    ModifyingProperties: Optional[ModifyingPropertiesList]
+    ElasticsearchVersion: ElasticsearchVersionStatus | None
+    ElasticsearchClusterConfig: ElasticsearchClusterConfigStatus | None
+    EBSOptions: EBSOptionsStatus | None
+    AccessPolicies: AccessPoliciesStatus | None
+    SnapshotOptions: SnapshotOptionsStatus | None
+    VPCOptions: VPCDerivedInfoStatus | None
+    CognitoOptions: CognitoOptionsStatus | None
+    EncryptionAtRestOptions: EncryptionAtRestOptionsStatus | None
+    NodeToNodeEncryptionOptions: NodeToNodeEncryptionOptionsStatus | None
+    AdvancedOptions: AdvancedOptionsStatus | None
+    LogPublishingOptions: LogPublishingOptionsStatus | None
+    DomainEndpointOptions: DomainEndpointOptionsStatus | None
+    AdvancedSecurityOptions: AdvancedSecurityOptionsStatus | None
+    AutoTuneOptions: AutoTuneOptionsStatus | None
+    ChangeProgressDetails: ChangeProgressDetails | None
+    ModifyingProperties: ModifyingPropertiesList | None
 
 
 class DescribeElasticsearchDomainConfigResponse(TypedDict, total=False):
@@ -1112,14 +1112,14 @@ class DescribeElasticsearchDomainResponse(TypedDict, total=False):
     DomainStatus: ElasticsearchDomainStatus
 
 
-DomainNameList = List[DomainName]
+DomainNameList = list[DomainName]
 
 
 class DescribeElasticsearchDomainsRequest(ServiceRequest):
     DomainNames: DomainNameList
 
 
-ElasticsearchDomainStatusList = List[ElasticsearchDomainStatus]
+ElasticsearchDomainStatusList = list[ElasticsearchDomainStatus]
 
 
 class DescribeElasticsearchDomainsResponse(TypedDict, total=False):
@@ -1127,178 +1127,178 @@ class DescribeElasticsearchDomainsResponse(TypedDict, total=False):
 
 
 class DescribeElasticsearchInstanceTypeLimitsRequest(ServiceRequest):
-    DomainName: Optional[DomainName]
+    DomainName: DomainName | None
     InstanceType: ESPartitionInstanceType
     ElasticsearchVersion: ElasticsearchVersionString
 
 
 class InstanceCountLimits(TypedDict, total=False):
-    MinimumInstanceCount: Optional[MinimumInstanceCount]
-    MaximumInstanceCount: Optional[MaximumInstanceCount]
+    MinimumInstanceCount: MinimumInstanceCount | None
+    MaximumInstanceCount: MaximumInstanceCount | None
 
 
 class InstanceLimits(TypedDict, total=False):
-    InstanceCountLimits: Optional[InstanceCountLimits]
+    InstanceCountLimits: InstanceCountLimits | None
 
 
 class StorageTypeLimit(TypedDict, total=False):
-    LimitName: Optional[LimitName]
-    LimitValues: Optional[LimitValueList]
+    LimitName: LimitName | None
+    LimitValues: LimitValueList | None
 
 
-StorageTypeLimitList = List[StorageTypeLimit]
+StorageTypeLimitList = list[StorageTypeLimit]
 
 
 class StorageType(TypedDict, total=False):
-    StorageTypeName: Optional[StorageTypeName]
-    StorageSubTypeName: Optional[StorageSubTypeName]
-    StorageTypeLimits: Optional[StorageTypeLimitList]
+    StorageTypeName: StorageTypeName | None
+    StorageSubTypeName: StorageSubTypeName | None
+    StorageTypeLimits: StorageTypeLimitList | None
 
 
-StorageTypeList = List[StorageType]
+StorageTypeList = list[StorageType]
 
 
 class Limits(TypedDict, total=False):
-    StorageTypes: Optional[StorageTypeList]
-    InstanceLimits: Optional[InstanceLimits]
-    AdditionalLimits: Optional[AdditionalLimitList]
+    StorageTypes: StorageTypeList | None
+    InstanceLimits: InstanceLimits | None
+    AdditionalLimits: AdditionalLimitList | None
 
 
-LimitsByRole = Dict[InstanceRole, Limits]
+LimitsByRole = dict[InstanceRole, Limits]
 
 
 class DescribeElasticsearchInstanceTypeLimitsResponse(TypedDict, total=False):
-    LimitsByRole: Optional[LimitsByRole]
+    LimitsByRole: LimitsByRole | None
 
 
-ValueStringList = List[NonEmptyString]
+ValueStringList = list[NonEmptyString]
 
 
 class Filter(TypedDict, total=False):
-    Name: Optional[NonEmptyString]
-    Values: Optional[ValueStringList]
+    Name: NonEmptyString | None
+    Values: ValueStringList | None
 
 
-FilterList = List[Filter]
+FilterList = list[Filter]
 
 
 class DescribeInboundCrossClusterSearchConnectionsRequest(ServiceRequest):
-    Filters: Optional[FilterList]
-    MaxResults: Optional[MaxResults]
-    NextToken: Optional[NextToken]
+    Filters: FilterList | None
+    MaxResults: MaxResults | None
+    NextToken: NextToken | None
 
 
-InboundCrossClusterSearchConnections = List[InboundCrossClusterSearchConnection]
+InboundCrossClusterSearchConnections = list[InboundCrossClusterSearchConnection]
 
 
 class DescribeInboundCrossClusterSearchConnectionsResponse(TypedDict, total=False):
-    CrossClusterSearchConnections: Optional[InboundCrossClusterSearchConnections]
-    NextToken: Optional[NextToken]
+    CrossClusterSearchConnections: InboundCrossClusterSearchConnections | None
+    NextToken: NextToken | None
 
 
 class DescribeOutboundCrossClusterSearchConnectionsRequest(ServiceRequest):
-    Filters: Optional[FilterList]
-    MaxResults: Optional[MaxResults]
-    NextToken: Optional[NextToken]
+    Filters: FilterList | None
+    MaxResults: MaxResults | None
+    NextToken: NextToken | None
 
 
-OutboundCrossClusterSearchConnections = List[OutboundCrossClusterSearchConnection]
+OutboundCrossClusterSearchConnections = list[OutboundCrossClusterSearchConnection]
 
 
 class DescribeOutboundCrossClusterSearchConnectionsResponse(TypedDict, total=False):
-    CrossClusterSearchConnections: Optional[OutboundCrossClusterSearchConnections]
-    NextToken: Optional[NextToken]
+    CrossClusterSearchConnections: OutboundCrossClusterSearchConnections | None
+    NextToken: NextToken | None
 
 
-DescribePackagesFilterValues = List[DescribePackagesFilterValue]
+DescribePackagesFilterValues = list[DescribePackagesFilterValue]
 
 
 class DescribePackagesFilter(TypedDict, total=False):
-    Name: Optional[DescribePackagesFilterName]
-    Value: Optional[DescribePackagesFilterValues]
+    Name: DescribePackagesFilterName | None
+    Value: DescribePackagesFilterValues | None
 
 
-DescribePackagesFilterList = List[DescribePackagesFilter]
+DescribePackagesFilterList = list[DescribePackagesFilter]
 
 
 class DescribePackagesRequest(ServiceRequest):
-    Filters: Optional[DescribePackagesFilterList]
-    MaxResults: Optional[MaxResults]
-    NextToken: Optional[NextToken]
+    Filters: DescribePackagesFilterList | None
+    MaxResults: MaxResults | None
+    NextToken: NextToken | None
 
 
-PackageDetailsList = List[PackageDetails]
+PackageDetailsList = list[PackageDetails]
 
 
 class DescribePackagesResponse(TypedDict, total=False):
-    PackageDetailsList: Optional[PackageDetailsList]
-    NextToken: Optional[String]
+    PackageDetailsList: PackageDetailsList | None
+    NextToken: String | None
 
 
 class DescribeReservedElasticsearchInstanceOfferingsRequest(ServiceRequest):
-    ReservedElasticsearchInstanceOfferingId: Optional[GUID]
-    MaxResults: Optional[MaxResults]
-    NextToken: Optional[NextToken]
+    ReservedElasticsearchInstanceOfferingId: GUID | None
+    MaxResults: MaxResults | None
+    NextToken: NextToken | None
 
 
 class RecurringCharge(TypedDict, total=False):
-    RecurringChargeAmount: Optional[Double]
-    RecurringChargeFrequency: Optional[String]
+    RecurringChargeAmount: Double | None
+    RecurringChargeFrequency: String | None
 
 
-RecurringChargeList = List[RecurringCharge]
+RecurringChargeList = list[RecurringCharge]
 
 
 class ReservedElasticsearchInstanceOffering(TypedDict, total=False):
-    ReservedElasticsearchInstanceOfferingId: Optional[GUID]
-    ElasticsearchInstanceType: Optional[ESPartitionInstanceType]
-    Duration: Optional[Integer]
-    FixedPrice: Optional[Double]
-    UsagePrice: Optional[Double]
-    CurrencyCode: Optional[String]
-    PaymentOption: Optional[ReservedElasticsearchInstancePaymentOption]
-    RecurringCharges: Optional[RecurringChargeList]
+    ReservedElasticsearchInstanceOfferingId: GUID | None
+    ElasticsearchInstanceType: ESPartitionInstanceType | None
+    Duration: Integer | None
+    FixedPrice: Double | None
+    UsagePrice: Double | None
+    CurrencyCode: String | None
+    PaymentOption: ReservedElasticsearchInstancePaymentOption | None
+    RecurringCharges: RecurringChargeList | None
 
 
-ReservedElasticsearchInstanceOfferingList = List[ReservedElasticsearchInstanceOffering]
+ReservedElasticsearchInstanceOfferingList = list[ReservedElasticsearchInstanceOffering]
 
 
 class DescribeReservedElasticsearchInstanceOfferingsResponse(TypedDict, total=False):
-    NextToken: Optional[NextToken]
-    ReservedElasticsearchInstanceOfferings: Optional[ReservedElasticsearchInstanceOfferingList]
+    NextToken: NextToken | None
+    ReservedElasticsearchInstanceOfferings: ReservedElasticsearchInstanceOfferingList | None
 
 
 class DescribeReservedElasticsearchInstancesRequest(ServiceRequest):
-    ReservedElasticsearchInstanceId: Optional[GUID]
-    MaxResults: Optional[MaxResults]
-    NextToken: Optional[NextToken]
+    ReservedElasticsearchInstanceId: GUID | None
+    MaxResults: MaxResults | None
+    NextToken: NextToken | None
 
 
 class ReservedElasticsearchInstance(TypedDict, total=False):
-    ReservationName: Optional[ReservationToken]
-    ReservedElasticsearchInstanceId: Optional[GUID]
-    ReservedElasticsearchInstanceOfferingId: Optional[String]
-    ElasticsearchInstanceType: Optional[ESPartitionInstanceType]
-    StartTime: Optional[UpdateTimestamp]
-    Duration: Optional[Integer]
-    FixedPrice: Optional[Double]
-    UsagePrice: Optional[Double]
-    CurrencyCode: Optional[String]
-    ElasticsearchInstanceCount: Optional[Integer]
-    State: Optional[String]
-    PaymentOption: Optional[ReservedElasticsearchInstancePaymentOption]
-    RecurringCharges: Optional[RecurringChargeList]
+    ReservationName: ReservationToken | None
+    ReservedElasticsearchInstanceId: GUID | None
+    ReservedElasticsearchInstanceOfferingId: String | None
+    ElasticsearchInstanceType: ESPartitionInstanceType | None
+    StartTime: UpdateTimestamp | None
+    Duration: Integer | None
+    FixedPrice: Double | None
+    UsagePrice: Double | None
+    CurrencyCode: String | None
+    ElasticsearchInstanceCount: Integer | None
+    State: String | None
+    PaymentOption: ReservedElasticsearchInstancePaymentOption | None
+    RecurringCharges: RecurringChargeList | None
 
 
-ReservedElasticsearchInstanceList = List[ReservedElasticsearchInstance]
+ReservedElasticsearchInstanceList = list[ReservedElasticsearchInstance]
 
 
 class DescribeReservedElasticsearchInstancesResponse(TypedDict, total=False):
-    NextToken: Optional[String]
-    ReservedElasticsearchInstances: Optional[ReservedElasticsearchInstanceList]
+    NextToken: String | None
+    ReservedElasticsearchInstances: ReservedElasticsearchInstanceList | None
 
 
-VpcEndpointIdList = List[VpcEndpointId]
+VpcEndpointIdList = list[VpcEndpointId]
 
 
 class DescribeVpcEndpointsRequest(ServiceRequest):
@@ -1306,13 +1306,13 @@ class DescribeVpcEndpointsRequest(ServiceRequest):
 
 
 class VpcEndpointError(TypedDict, total=False):
-    VpcEndpointId: Optional[VpcEndpointId]
-    ErrorCode: Optional[VpcEndpointErrorCode]
-    ErrorMessage: Optional[String]
+    VpcEndpointId: VpcEndpointId | None
+    ErrorCode: VpcEndpointErrorCode | None
+    ErrorMessage: String | None
 
 
-VpcEndpointErrorList = List[VpcEndpointError]
-VpcEndpoints = List[VpcEndpoint]
+VpcEndpointErrorList = list[VpcEndpointError]
+VpcEndpoints = list[VpcEndpoint]
 
 
 class DescribeVpcEndpointsResponse(TypedDict, total=False):
@@ -1326,88 +1326,88 @@ class DissociatePackageRequest(ServiceRequest):
 
 
 class DissociatePackageResponse(TypedDict, total=False):
-    DomainPackageDetails: Optional[DomainPackageDetails]
+    DomainPackageDetails: DomainPackageDetails | None
 
 
 class DomainInfo(TypedDict, total=False):
-    DomainName: Optional[DomainName]
-    EngineType: Optional[EngineType]
+    DomainName: DomainName | None
+    EngineType: EngineType | None
 
 
-DomainInfoList = List[DomainInfo]
-DomainPackageDetailsList = List[DomainPackageDetails]
+DomainInfoList = list[DomainInfo]
+DomainPackageDetailsList = list[DomainPackageDetails]
 
 
 class DryRunResults(TypedDict, total=False):
-    DeploymentType: Optional[DeploymentType]
-    Message: Optional[Message]
+    DeploymentType: DeploymentType | None
+    Message: Message | None
 
 
-ElasticsearchInstanceTypeList = List[ESPartitionInstanceType]
+ElasticsearchInstanceTypeList = list[ESPartitionInstanceType]
 
 
 class GetCompatibleElasticsearchVersionsRequest(ServiceRequest):
-    DomainName: Optional[DomainName]
+    DomainName: DomainName | None
 
 
 class GetCompatibleElasticsearchVersionsResponse(TypedDict, total=False):
-    CompatibleElasticsearchVersions: Optional[CompatibleElasticsearchVersionsList]
+    CompatibleElasticsearchVersions: CompatibleElasticsearchVersionsList | None
 
 
 class GetPackageVersionHistoryRequest(ServiceRequest):
     PackageID: PackageID
-    MaxResults: Optional[MaxResults]
-    NextToken: Optional[NextToken]
+    MaxResults: MaxResults | None
+    NextToken: NextToken | None
 
 
 class PackageVersionHistory(TypedDict, total=False):
-    PackageVersion: Optional[PackageVersion]
-    CommitMessage: Optional[CommitMessage]
-    CreatedAt: Optional[CreatedAt]
+    PackageVersion: PackageVersion | None
+    CommitMessage: CommitMessage | None
+    CreatedAt: CreatedAt | None
 
 
-PackageVersionHistoryList = List[PackageVersionHistory]
+PackageVersionHistoryList = list[PackageVersionHistory]
 
 
 class GetPackageVersionHistoryResponse(TypedDict, total=False):
-    PackageID: Optional[PackageID]
-    PackageVersionHistoryList: Optional[PackageVersionHistoryList]
-    NextToken: Optional[String]
+    PackageID: PackageID | None
+    PackageVersionHistoryList: PackageVersionHistoryList | None
+    NextToken: String | None
 
 
 class GetUpgradeHistoryRequest(ServiceRequest):
     DomainName: DomainName
-    MaxResults: Optional[MaxResults]
-    NextToken: Optional[NextToken]
+    MaxResults: MaxResults | None
+    NextToken: NextToken | None
 
 
-Issues = List[Issue]
+Issues = list[Issue]
 
 
 class UpgradeStepItem(TypedDict, total=False):
-    UpgradeStep: Optional[UpgradeStep]
-    UpgradeStepStatus: Optional[UpgradeStatus]
-    Issues: Optional[Issues]
-    ProgressPercent: Optional[Double]
+    UpgradeStep: UpgradeStep | None
+    UpgradeStepStatus: UpgradeStatus | None
+    Issues: Issues | None
+    ProgressPercent: Double | None
 
 
-UpgradeStepsList = List[UpgradeStepItem]
+UpgradeStepsList = list[UpgradeStepItem]
 StartTimestamp = datetime
 
 
 class UpgradeHistory(TypedDict, total=False):
-    UpgradeName: Optional[UpgradeName]
-    StartTimestamp: Optional[StartTimestamp]
-    UpgradeStatus: Optional[UpgradeStatus]
-    StepsList: Optional[UpgradeStepsList]
+    UpgradeName: UpgradeName | None
+    StartTimestamp: StartTimestamp | None
+    UpgradeStatus: UpgradeStatus | None
+    StepsList: UpgradeStepsList | None
 
 
-UpgradeHistoryList = List[UpgradeHistory]
+UpgradeHistoryList = list[UpgradeHistory]
 
 
 class GetUpgradeHistoryResponse(TypedDict, total=False):
-    UpgradeHistories: Optional[UpgradeHistoryList]
-    NextToken: Optional[String]
+    UpgradeHistories: UpgradeHistoryList | None
+    NextToken: String | None
 
 
 class GetUpgradeStatusRequest(ServiceRequest):
@@ -1415,61 +1415,61 @@ class GetUpgradeStatusRequest(ServiceRequest):
 
 
 class GetUpgradeStatusResponse(TypedDict, total=False):
-    UpgradeStep: Optional[UpgradeStep]
-    StepStatus: Optional[UpgradeStatus]
-    UpgradeName: Optional[UpgradeName]
+    UpgradeStep: UpgradeStep | None
+    StepStatus: UpgradeStatus | None
+    UpgradeName: UpgradeName | None
 
 
 class ListDomainNamesRequest(ServiceRequest):
-    EngineType: Optional[EngineType]
+    EngineType: EngineType | None
 
 
 class ListDomainNamesResponse(TypedDict, total=False):
-    DomainNames: Optional[DomainInfoList]
+    DomainNames: DomainInfoList | None
 
 
 class ListDomainsForPackageRequest(ServiceRequest):
     PackageID: PackageID
-    MaxResults: Optional[MaxResults]
-    NextToken: Optional[NextToken]
+    MaxResults: MaxResults | None
+    NextToken: NextToken | None
 
 
 class ListDomainsForPackageResponse(TypedDict, total=False):
-    DomainPackageDetailsList: Optional[DomainPackageDetailsList]
-    NextToken: Optional[String]
+    DomainPackageDetailsList: DomainPackageDetailsList | None
+    NextToken: String | None
 
 
 class ListElasticsearchInstanceTypesRequest(ServiceRequest):
     ElasticsearchVersion: ElasticsearchVersionString
-    DomainName: Optional[DomainName]
-    MaxResults: Optional[MaxResults]
-    NextToken: Optional[NextToken]
+    DomainName: DomainName | None
+    MaxResults: MaxResults | None
+    NextToken: NextToken | None
 
 
 class ListElasticsearchInstanceTypesResponse(TypedDict, total=False):
-    ElasticsearchInstanceTypes: Optional[ElasticsearchInstanceTypeList]
-    NextToken: Optional[NextToken]
+    ElasticsearchInstanceTypes: ElasticsearchInstanceTypeList | None
+    NextToken: NextToken | None
 
 
 class ListElasticsearchVersionsRequest(ServiceRequest):
-    MaxResults: Optional[MaxResults]
-    NextToken: Optional[NextToken]
+    MaxResults: MaxResults | None
+    NextToken: NextToken | None
 
 
 class ListElasticsearchVersionsResponse(TypedDict, total=False):
-    ElasticsearchVersions: Optional[ElasticsearchVersionList]
-    NextToken: Optional[NextToken]
+    ElasticsearchVersions: ElasticsearchVersionList | None
+    NextToken: NextToken | None
 
 
 class ListPackagesForDomainRequest(ServiceRequest):
     DomainName: DomainName
-    MaxResults: Optional[MaxResults]
-    NextToken: Optional[NextToken]
+    MaxResults: MaxResults | None
+    NextToken: NextToken | None
 
 
 class ListPackagesForDomainResponse(TypedDict, total=False):
-    DomainPackageDetailsList: Optional[DomainPackageDetailsList]
-    NextToken: Optional[String]
+    DomainPackageDetailsList: DomainPackageDetailsList | None
+    NextToken: String | None
 
 
 class ListTagsRequest(ServiceRequest):
@@ -1477,12 +1477,12 @@ class ListTagsRequest(ServiceRequest):
 
 
 class ListTagsResponse(TypedDict, total=False):
-    TagList: Optional[TagList]
+    TagList: TagList | None
 
 
 class ListVpcEndpointAccessRequest(ServiceRequest):
     DomainName: DomainName
-    NextToken: Optional[NextToken]
+    NextToken: NextToken | None
 
 
 class ListVpcEndpointAccessResponse(TypedDict, total=False):
@@ -1492,10 +1492,10 @@ class ListVpcEndpointAccessResponse(TypedDict, total=False):
 
 class ListVpcEndpointsForDomainRequest(ServiceRequest):
     DomainName: DomainName
-    NextToken: Optional[NextToken]
+    NextToken: NextToken | None
 
 
-VpcEndpointSummaryList = List[VpcEndpointSummary]
+VpcEndpointSummaryList = list[VpcEndpointSummary]
 
 
 class ListVpcEndpointsForDomainResponse(TypedDict, total=False):
@@ -1504,7 +1504,7 @@ class ListVpcEndpointsForDomainResponse(TypedDict, total=False):
 
 
 class ListVpcEndpointsRequest(ServiceRequest):
-    NextToken: Optional[NextToken]
+    NextToken: NextToken | None
 
 
 class ListVpcEndpointsResponse(TypedDict, total=False):
@@ -1515,12 +1515,12 @@ class ListVpcEndpointsResponse(TypedDict, total=False):
 class PurchaseReservedElasticsearchInstanceOfferingRequest(ServiceRequest):
     ReservedElasticsearchInstanceOfferingId: GUID
     ReservationName: ReservationToken
-    InstanceCount: Optional[InstanceCount]
+    InstanceCount: InstanceCount | None
 
 
 class PurchaseReservedElasticsearchInstanceOfferingResponse(TypedDict, total=False):
-    ReservedElasticsearchInstanceId: Optional[GUID]
-    ReservationName: Optional[ReservationToken]
+    ReservedElasticsearchInstanceId: GUID | None
+    ReservationName: ReservationToken | None
 
 
 class RejectInboundCrossClusterSearchConnectionRequest(ServiceRequest):
@@ -1528,7 +1528,7 @@ class RejectInboundCrossClusterSearchConnectionRequest(ServiceRequest):
 
 
 class RejectInboundCrossClusterSearchConnectionResponse(TypedDict, total=False):
-    CrossClusterSearchConnection: Optional[InboundCrossClusterSearchConnection]
+    CrossClusterSearchConnection: InboundCrossClusterSearchConnection | None
 
 
 class RemoveTagsRequest(ServiceRequest):
@@ -1550,41 +1550,41 @@ class StartElasticsearchServiceSoftwareUpdateRequest(ServiceRequest):
 
 
 class StartElasticsearchServiceSoftwareUpdateResponse(TypedDict, total=False):
-    ServiceSoftwareOptions: Optional[ServiceSoftwareOptions]
+    ServiceSoftwareOptions: ServiceSoftwareOptions | None
 
 
 class UpdateElasticsearchDomainConfigRequest(ServiceRequest):
     DomainName: DomainName
-    ElasticsearchClusterConfig: Optional[ElasticsearchClusterConfig]
-    EBSOptions: Optional[EBSOptions]
-    SnapshotOptions: Optional[SnapshotOptions]
-    VPCOptions: Optional[VPCOptions]
-    CognitoOptions: Optional[CognitoOptions]
-    AdvancedOptions: Optional[AdvancedOptions]
-    AccessPolicies: Optional[PolicyDocument]
-    LogPublishingOptions: Optional[LogPublishingOptions]
-    DomainEndpointOptions: Optional[DomainEndpointOptions]
-    AdvancedSecurityOptions: Optional[AdvancedSecurityOptionsInput]
-    NodeToNodeEncryptionOptions: Optional[NodeToNodeEncryptionOptions]
-    EncryptionAtRestOptions: Optional[EncryptionAtRestOptions]
-    AutoTuneOptions: Optional[AutoTuneOptions]
-    DryRun: Optional[DryRun]
+    ElasticsearchClusterConfig: ElasticsearchClusterConfig | None
+    EBSOptions: EBSOptions | None
+    SnapshotOptions: SnapshotOptions | None
+    VPCOptions: VPCOptions | None
+    CognitoOptions: CognitoOptions | None
+    AdvancedOptions: AdvancedOptions | None
+    AccessPolicies: PolicyDocument | None
+    LogPublishingOptions: LogPublishingOptions | None
+    DomainEndpointOptions: DomainEndpointOptions | None
+    AdvancedSecurityOptions: AdvancedSecurityOptionsInput | None
+    NodeToNodeEncryptionOptions: NodeToNodeEncryptionOptions | None
+    EncryptionAtRestOptions: EncryptionAtRestOptions | None
+    AutoTuneOptions: AutoTuneOptions | None
+    DryRun: DryRun | None
 
 
 class UpdateElasticsearchDomainConfigResponse(TypedDict, total=False):
     DomainConfig: ElasticsearchDomainConfig
-    DryRunResults: Optional[DryRunResults]
+    DryRunResults: DryRunResults | None
 
 
 class UpdatePackageRequest(ServiceRequest):
     PackageID: PackageID
     PackageSource: PackageSource
-    PackageDescription: Optional[PackageDescription]
-    CommitMessage: Optional[CommitMessage]
+    PackageDescription: PackageDescription | None
+    CommitMessage: CommitMessage | None
 
 
 class UpdatePackageResponse(TypedDict, total=False):
-    PackageDetails: Optional[PackageDetails]
+    PackageDetails: PackageDetails | None
 
 
 class UpdateVpcEndpointRequest(ServiceRequest):
@@ -1599,19 +1599,19 @@ class UpdateVpcEndpointResponse(TypedDict, total=False):
 class UpgradeElasticsearchDomainRequest(ServiceRequest):
     DomainName: DomainName
     TargetVersion: ElasticsearchVersionString
-    PerformCheckOnly: Optional[Boolean]
+    PerformCheckOnly: Boolean | None
 
 
 class UpgradeElasticsearchDomainResponse(TypedDict, total=False):
-    DomainName: Optional[DomainName]
-    TargetVersion: Optional[ElasticsearchVersionString]
-    PerformCheckOnly: Optional[Boolean]
-    ChangeProgressDetails: Optional[ChangeProgressDetails]
+    DomainName: DomainName | None
+    TargetVersion: ElasticsearchVersionString | None
+    PerformCheckOnly: Boolean | None
+    ChangeProgressDetails: ChangeProgressDetails | None
 
 
 class EsApi:
-    service = "es"
-    version = "2015-01-01"
+    service: str = "es"
+    version: str = "2015-01-01"
 
     @handler("AcceptInboundCrossClusterSearchConnection")
     def accept_inbound_cross_cluster_search_connection(
diff --git a/localstack-core/localstack/aws/api/events/__init__.py b/localstack-core/localstack/aws/api/events/__init__.py
index f62bb74e14457..486f41bab31d2 100644
--- a/localstack-core/localstack/aws/api/events/__init__.py
+++ b/localstack-core/localstack/aws/api/events/__init__.py
@@ -1,6 +1,6 @@
 from datetime import datetime
 from enum import StrEnum
-from typing import Dict, List, Optional, TypedDict
+from typing import TypedDict
 
 from localstack.aws.api import RequestContext, ServiceException, ServiceRequest, handler
 
@@ -319,61 +319,61 @@ class ActivateEventSourceRequest(ServiceRequest):
 
 
 class ApiDestination(TypedDict, total=False):
-    ApiDestinationArn: Optional[ApiDestinationArn]
-    Name: Optional[ApiDestinationName]
-    ApiDestinationState: Optional[ApiDestinationState]
-    ConnectionArn: Optional[ConnectionArn]
-    InvocationEndpoint: Optional[HttpsEndpoint]
-    HttpMethod: Optional[ApiDestinationHttpMethod]
-    InvocationRateLimitPerSecond: Optional[ApiDestinationInvocationRateLimitPerSecond]
-    CreationTime: Optional[Timestamp]
-    LastModifiedTime: Optional[Timestamp]
+    ApiDestinationArn: ApiDestinationArn | None
+    Name: ApiDestinationName | None
+    ApiDestinationState: ApiDestinationState | None
+    ConnectionArn: ConnectionArn | None
+    InvocationEndpoint: HttpsEndpoint | None
+    HttpMethod: ApiDestinationHttpMethod | None
+    InvocationRateLimitPerSecond: ApiDestinationInvocationRateLimitPerSecond | None
+    CreationTime: Timestamp | None
+    LastModifiedTime: Timestamp | None
 
 
-ApiDestinationResponseList = List[ApiDestination]
+ApiDestinationResponseList = list[ApiDestination]
 
 
 class AppSyncParameters(TypedDict, total=False):
-    GraphQLOperation: Optional[GraphQLOperation]
+    GraphQLOperation: GraphQLOperation | None
 
 
 Long = int
 
 
 class Archive(TypedDict, total=False):
-    ArchiveName: Optional[ArchiveName]
-    EventSourceArn: Optional[EventBusArn]
-    State: Optional[ArchiveState]
-    StateReason: Optional[ArchiveStateReason]
-    RetentionDays: Optional[RetentionDays]
-    SizeBytes: Optional[Long]
-    EventCount: Optional[Long]
-    CreationTime: Optional[Timestamp]
+    ArchiveName: ArchiveName | None
+    EventSourceArn: EventBusArn | None
+    State: ArchiveState | None
+    StateReason: ArchiveStateReason | None
+    RetentionDays: RetentionDays | None
+    SizeBytes: Long | None
+    EventCount: Long | None
+    CreationTime: Timestamp | None
 
 
-ArchiveResponseList = List[Archive]
-StringList = List[String]
+ArchiveResponseList = list[Archive]
+StringList = list[String]
 
 
 class AwsVpcConfiguration(TypedDict, total=False):
     Subnets: StringList
-    SecurityGroups: Optional[StringList]
-    AssignPublicIp: Optional[AssignPublicIp]
+    SecurityGroups: StringList | None
+    AssignPublicIp: AssignPublicIp | None
 
 
 class BatchArrayProperties(TypedDict, total=False):
-    Size: Optional[Integer]
+    Size: Integer | None
 
 
 class BatchRetryStrategy(TypedDict, total=False):
-    Attempts: Optional[Integer]
+    Attempts: Integer | None
 
 
 class BatchParameters(TypedDict, total=False):
     JobDefinition: String
     JobName: String
-    ArrayProperties: Optional[BatchArrayProperties]
-    RetryStrategy: Optional[BatchRetryStrategy]
+    ArrayProperties: BatchArrayProperties | None
+    RetryStrategy: BatchRetryStrategy | None
 
 
 class CancelReplayRequest(ServiceRequest):
@@ -381,18 +381,18 @@ class CancelReplayRequest(ServiceRequest):
 
 
 class CancelReplayResponse(TypedDict, total=False):
-    ReplayArn: Optional[ReplayArn]
-    State: Optional[ReplayState]
-    StateReason: Optional[ReplayStateReason]
+    ReplayArn: ReplayArn | None
+    State: ReplayState | None
+    StateReason: ReplayStateReason | None
 
 
 class CapacityProviderStrategyItem(TypedDict, total=False):
     capacityProvider: CapacityProvider
-    weight: Optional[CapacityProviderStrategyItemWeight]
-    base: Optional[CapacityProviderStrategyItemBase]
+    weight: CapacityProviderStrategyItemWeight | None
+    base: CapacityProviderStrategyItemBase | None
 
 
-CapacityProviderStrategy = List[CapacityProviderStrategyItem]
+CapacityProviderStrategy = list[CapacityProviderStrategyItem]
 
 
 class Condition(TypedDict, total=False):
@@ -402,18 +402,18 @@ class Condition(TypedDict, total=False):
 
 
 class Connection(TypedDict, total=False):
-    ConnectionArn: Optional[ConnectionArn]
-    Name: Optional[ConnectionName]
-    ConnectionState: Optional[ConnectionState]
-    StateReason: Optional[ConnectionStateReason]
-    AuthorizationType: Optional[ConnectionAuthorizationType]
-    CreationTime: Optional[Timestamp]
-    LastModifiedTime: Optional[Timestamp]
-    LastAuthorizedTime: Optional[Timestamp]
+    ConnectionArn: ConnectionArn | None
+    Name: ConnectionName | None
+    ConnectionState: ConnectionState | None
+    StateReason: ConnectionStateReason | None
+    AuthorizationType: ConnectionAuthorizationType | None
+    CreationTime: Timestamp | None
+    LastModifiedTime: Timestamp | None
+    LastAuthorizedTime: Timestamp | None
 
 
 class ConnectionApiKeyAuthResponseParameters(TypedDict, total=False):
-    ApiKeyName: Optional[AuthHeaderParameters]
+    ApiKeyName: AuthHeaderParameters | None
 
 
 class DescribeConnectionResourceParameters(TypedDict, total=False):
@@ -426,62 +426,62 @@ class DescribeConnectionConnectivityParameters(TypedDict, total=False):
 
 
 class ConnectionBodyParameter(TypedDict, total=False):
-    Key: Optional[String]
-    Value: Optional[SensitiveString]
-    IsValueSecret: Optional[Boolean]
+    Key: String | None
+    Value: SensitiveString | None
+    IsValueSecret: Boolean | None
 
 
-ConnectionBodyParametersList = List[ConnectionBodyParameter]
+ConnectionBodyParametersList = list[ConnectionBodyParameter]
 
 
 class ConnectionQueryStringParameter(TypedDict, total=False):
-    Key: Optional[QueryStringKey]
-    Value: Optional[QueryStringValueSensitive]
-    IsValueSecret: Optional[Boolean]
+    Key: QueryStringKey | None
+    Value: QueryStringValueSensitive | None
+    IsValueSecret: Boolean | None
 
 
-ConnectionQueryStringParametersList = List[ConnectionQueryStringParameter]
+ConnectionQueryStringParametersList = list[ConnectionQueryStringParameter]
 
 
 class ConnectionHeaderParameter(TypedDict, total=False):
-    Key: Optional[HeaderKey]
-    Value: Optional[HeaderValueSensitive]
-    IsValueSecret: Optional[Boolean]
+    Key: HeaderKey | None
+    Value: HeaderValueSensitive | None
+    IsValueSecret: Boolean | None
 
 
-ConnectionHeaderParametersList = List[ConnectionHeaderParameter]
+ConnectionHeaderParametersList = list[ConnectionHeaderParameter]
 
 
 class ConnectionHttpParameters(TypedDict, total=False):
-    HeaderParameters: Optional[ConnectionHeaderParametersList]
-    QueryStringParameters: Optional[ConnectionQueryStringParametersList]
-    BodyParameters: Optional[ConnectionBodyParametersList]
+    HeaderParameters: ConnectionHeaderParametersList | None
+    QueryStringParameters: ConnectionQueryStringParametersList | None
+    BodyParameters: ConnectionBodyParametersList | None
 
 
 class ConnectionOAuthClientResponseParameters(TypedDict, total=False):
-    ClientID: Optional[AuthHeaderParameters]
+    ClientID: AuthHeaderParameters | None
 
 
 class ConnectionOAuthResponseParameters(TypedDict, total=False):
-    ClientParameters: Optional[ConnectionOAuthClientResponseParameters]
-    AuthorizationEndpoint: Optional[HttpsEndpoint]
-    HttpMethod: Optional[ConnectionOAuthHttpMethod]
-    OAuthHttpParameters: Optional[ConnectionHttpParameters]
+    ClientParameters: ConnectionOAuthClientResponseParameters | None
+    AuthorizationEndpoint: HttpsEndpoint | None
+    HttpMethod: ConnectionOAuthHttpMethod | None
+    OAuthHttpParameters: ConnectionHttpParameters | None
 
 
 class ConnectionBasicAuthResponseParameters(TypedDict, total=False):
-    Username: Optional[AuthHeaderParameters]
+    Username: AuthHeaderParameters | None
 
 
 class ConnectionAuthResponseParameters(TypedDict, total=False):
-    BasicAuthParameters: Optional[ConnectionBasicAuthResponseParameters]
-    OAuthParameters: Optional[ConnectionOAuthResponseParameters]
-    ApiKeyAuthParameters: Optional[ConnectionApiKeyAuthResponseParameters]
-    InvocationHttpParameters: Optional[ConnectionHttpParameters]
-    ConnectivityParameters: Optional[DescribeConnectionConnectivityParameters]
+    BasicAuthParameters: ConnectionBasicAuthResponseParameters | None
+    OAuthParameters: ConnectionOAuthResponseParameters | None
+    ApiKeyAuthParameters: ConnectionApiKeyAuthResponseParameters | None
+    InvocationHttpParameters: ConnectionHttpParameters | None
+    ConnectivityParameters: DescribeConnectionConnectivityParameters | None
 
 
-ConnectionResponseList = List[Connection]
+ConnectionResponseList = list[Connection]
 
 
 class ConnectivityResourceConfigurationArn(TypedDict, total=False):
@@ -494,34 +494,34 @@ class ConnectivityResourceParameters(TypedDict, total=False):
 
 class CreateApiDestinationRequest(ServiceRequest):
     Name: ApiDestinationName
-    Description: Optional[ApiDestinationDescription]
+    Description: ApiDestinationDescription | None
     ConnectionArn: ConnectionArn
     InvocationEndpoint: HttpsEndpoint
     HttpMethod: ApiDestinationHttpMethod
-    InvocationRateLimitPerSecond: Optional[ApiDestinationInvocationRateLimitPerSecond]
+    InvocationRateLimitPerSecond: ApiDestinationInvocationRateLimitPerSecond | None
 
 
 class CreateApiDestinationResponse(TypedDict, total=False):
-    ApiDestinationArn: Optional[ApiDestinationArn]
-    ApiDestinationState: Optional[ApiDestinationState]
-    CreationTime: Optional[Timestamp]
-    LastModifiedTime: Optional[Timestamp]
+    ApiDestinationArn: ApiDestinationArn | None
+    ApiDestinationState: ApiDestinationState | None
+    CreationTime: Timestamp | None
+    LastModifiedTime: Timestamp | None
 
 
 class CreateArchiveRequest(ServiceRequest):
     ArchiveName: ArchiveName
     EventSourceArn: EventBusArn
-    Description: Optional[ArchiveDescription]
-    EventPattern: Optional[EventPattern]
-    RetentionDays: Optional[RetentionDays]
-    KmsKeyIdentifier: Optional[KmsKeyIdentifier]
+    Description: ArchiveDescription | None
+    EventPattern: EventPattern | None
+    RetentionDays: RetentionDays | None
+    KmsKeyIdentifier: KmsKeyIdentifier | None
 
 
 class CreateArchiveResponse(TypedDict, total=False):
-    ArchiveArn: Optional[ArchiveArn]
-    State: Optional[ArchiveState]
-    StateReason: Optional[ArchiveStateReason]
-    CreationTime: Optional[Timestamp]
+    ArchiveArn: ArchiveArn | None
+    State: ArchiveState | None
+    StateReason: ArchiveStateReason | None
+    CreationTime: Timestamp | None
 
 
 class CreateConnectionApiKeyAuthRequestParameters(TypedDict, total=False):
@@ -538,7 +538,7 @@ class CreateConnectionOAuthRequestParameters(TypedDict, total=False):
     ClientParameters: CreateConnectionOAuthClientRequestParameters
     AuthorizationEndpoint: HttpsEndpoint
     HttpMethod: ConnectionOAuthHttpMethod
-    OAuthHttpParameters: Optional[ConnectionHttpParameters]
+    OAuthHttpParameters: ConnectionHttpParameters | None
 
 
 class CreateConnectionBasicAuthRequestParameters(TypedDict, total=False):
@@ -547,38 +547,38 @@ class CreateConnectionBasicAuthRequestParameters(TypedDict, total=False):
 
 
 class CreateConnectionAuthRequestParameters(TypedDict, total=False):
-    BasicAuthParameters: Optional[CreateConnectionBasicAuthRequestParameters]
-    OAuthParameters: Optional[CreateConnectionOAuthRequestParameters]
-    ApiKeyAuthParameters: Optional[CreateConnectionApiKeyAuthRequestParameters]
-    InvocationHttpParameters: Optional[ConnectionHttpParameters]
-    ConnectivityParameters: Optional[ConnectivityResourceParameters]
+    BasicAuthParameters: CreateConnectionBasicAuthRequestParameters | None
+    OAuthParameters: CreateConnectionOAuthRequestParameters | None
+    ApiKeyAuthParameters: CreateConnectionApiKeyAuthRequestParameters | None
+    InvocationHttpParameters: ConnectionHttpParameters | None
+    ConnectivityParameters: ConnectivityResourceParameters | None
 
 
 class CreateConnectionRequest(ServiceRequest):
     Name: ConnectionName
-    Description: Optional[ConnectionDescription]
+    Description: ConnectionDescription | None
     AuthorizationType: ConnectionAuthorizationType
     AuthParameters: CreateConnectionAuthRequestParameters
-    InvocationConnectivityParameters: Optional[ConnectivityResourceParameters]
-    KmsKeyIdentifier: Optional[KmsKeyIdentifier]
+    InvocationConnectivityParameters: ConnectivityResourceParameters | None
+    KmsKeyIdentifier: KmsKeyIdentifier | None
 
 
 class CreateConnectionResponse(TypedDict, total=False):
-    ConnectionArn: Optional[ConnectionArn]
-    ConnectionState: Optional[ConnectionState]
-    CreationTime: Optional[Timestamp]
-    LastModifiedTime: Optional[Timestamp]
+    ConnectionArn: ConnectionArn | None
+    ConnectionState: ConnectionState | None
+    CreationTime: Timestamp | None
+    LastModifiedTime: Timestamp | None
 
 
 class EndpointEventBus(TypedDict, total=False):
     EventBusArn: NonPartnerEventBusArn
 
 
-EndpointEventBusList = List[EndpointEventBus]
+EndpointEventBusList = list[EndpointEventBus]
 
 
 class ReplicationConfig(TypedDict, total=False):
-    State: Optional[ReplicationState]
+    State: ReplicationState | None
 
 
 class Secondary(TypedDict, total=False):
@@ -600,21 +600,21 @@ class RoutingConfig(TypedDict, total=False):
 
 class CreateEndpointRequest(ServiceRequest):
     Name: EndpointName
-    Description: Optional[EndpointDescription]
+    Description: EndpointDescription | None
     RoutingConfig: RoutingConfig
-    ReplicationConfig: Optional[ReplicationConfig]
+    ReplicationConfig: ReplicationConfig | None
     EventBuses: EndpointEventBusList
-    RoleArn: Optional[IamRoleArn]
+    RoleArn: IamRoleArn | None
 
 
 class CreateEndpointResponse(TypedDict, total=False):
-    Name: Optional[EndpointName]
-    Arn: Optional[EndpointArn]
-    RoutingConfig: Optional[RoutingConfig]
-    ReplicationConfig: Optional[ReplicationConfig]
-    EventBuses: Optional[EndpointEventBusList]
-    RoleArn: Optional[IamRoleArn]
-    State: Optional[EndpointState]
+    Name: EndpointName | None
+    Arn: EndpointArn | None
+    RoutingConfig: RoutingConfig | None
+    ReplicationConfig: ReplicationConfig | None
+    EventBuses: EndpointEventBusList | None
+    RoleArn: IamRoleArn | None
+    State: EndpointState | None
 
 
 class Tag(TypedDict, total=False):
@@ -622,34 +622,34 @@ class Tag(TypedDict, total=False):
     Value: TagValue
 
 
-TagList = List[Tag]
+TagList = list[Tag]
 
 
 class LogConfig(TypedDict, total=False):
-    IncludeDetail: Optional[IncludeDetail]
-    Level: Optional[Level]
+    IncludeDetail: IncludeDetail | None
+    Level: Level | None
 
 
 class DeadLetterConfig(TypedDict, total=False):
-    Arn: Optional[ResourceArn]
+    Arn: ResourceArn | None
 
 
 class CreateEventBusRequest(ServiceRequest):
     Name: EventBusName
-    EventSourceName: Optional[EventSourceName]
-    Description: Optional[EventBusDescription]
-    KmsKeyIdentifier: Optional[KmsKeyIdentifier]
-    DeadLetterConfig: Optional[DeadLetterConfig]
-    LogConfig: Optional[LogConfig]
-    Tags: Optional[TagList]
+    EventSourceName: EventSourceName | None
+    Description: EventBusDescription | None
+    KmsKeyIdentifier: KmsKeyIdentifier | None
+    DeadLetterConfig: DeadLetterConfig | None
+    LogConfig: LogConfig | None
+    Tags: TagList | None
 
 
 class CreateEventBusResponse(TypedDict, total=False):
-    EventBusArn: Optional[String]
-    Description: Optional[EventBusDescription]
-    KmsKeyIdentifier: Optional[KmsKeyIdentifier]
-    DeadLetterConfig: Optional[DeadLetterConfig]
-    LogConfig: Optional[LogConfig]
+    EventBusArn: String | None
+    Description: EventBusDescription | None
+    KmsKeyIdentifier: KmsKeyIdentifier | None
+    DeadLetterConfig: DeadLetterConfig | None
+    LogConfig: LogConfig | None
 
 
 class CreatePartnerEventSourceRequest(ServiceRequest):
@@ -658,7 +658,7 @@ class CreatePartnerEventSourceRequest(ServiceRequest):
 
 
 class CreatePartnerEventSourceResponse(TypedDict, total=False):
-    EventSourceArn: Optional[String]
+    EventSourceArn: String | None
 
 
 class DeactivateEventSourceRequest(ServiceRequest):
@@ -670,11 +670,11 @@ class DeauthorizeConnectionRequest(ServiceRequest):
 
 
 class DeauthorizeConnectionResponse(TypedDict, total=False):
-    ConnectionArn: Optional[ConnectionArn]
-    ConnectionState: Optional[ConnectionState]
-    CreationTime: Optional[Timestamp]
-    LastModifiedTime: Optional[Timestamp]
-    LastAuthorizedTime: Optional[Timestamp]
+    ConnectionArn: ConnectionArn | None
+    ConnectionState: ConnectionState | None
+    CreationTime: Timestamp | None
+    LastModifiedTime: Timestamp | None
+    LastAuthorizedTime: Timestamp | None
 
 
 class DeleteApiDestinationRequest(ServiceRequest):
@@ -698,11 +698,11 @@ class DeleteConnectionRequest(ServiceRequest):
 
 
 class DeleteConnectionResponse(TypedDict, total=False):
-    ConnectionArn: Optional[ConnectionArn]
-    ConnectionState: Optional[ConnectionState]
-    CreationTime: Optional[Timestamp]
-    LastModifiedTime: Optional[Timestamp]
-    LastAuthorizedTime: Optional[Timestamp]
+    ConnectionArn: ConnectionArn | None
+    ConnectionState: ConnectionState | None
+    CreationTime: Timestamp | None
+    LastModifiedTime: Timestamp | None
+    LastAuthorizedTime: Timestamp | None
 
 
 class DeleteEndpointRequest(ServiceRequest):
@@ -724,8 +724,8 @@ class DeletePartnerEventSourceRequest(ServiceRequest):
 
 class DeleteRuleRequest(ServiceRequest):
     Name: RuleName
-    EventBusName: Optional[EventBusNameOrArn]
-    Force: Optional[Boolean]
+    EventBusName: EventBusNameOrArn | None
+    Force: Boolean | None
 
 
 class DescribeApiDestinationRequest(ServiceRequest):
@@ -733,16 +733,16 @@ class DescribeApiDestinationRequest(ServiceRequest):
 
 
 class DescribeApiDestinationResponse(TypedDict, total=False):
-    ApiDestinationArn: Optional[ApiDestinationArn]
-    Name: Optional[ApiDestinationName]
-    Description: Optional[ApiDestinationDescription]
-    ApiDestinationState: Optional[ApiDestinationState]
-    ConnectionArn: Optional[ConnectionArn]
-    InvocationEndpoint: Optional[HttpsEndpoint]
-    HttpMethod: Optional[ApiDestinationHttpMethod]
-    InvocationRateLimitPerSecond: Optional[ApiDestinationInvocationRateLimitPerSecond]
-    CreationTime: Optional[Timestamp]
-    LastModifiedTime: Optional[Timestamp]
+    ApiDestinationArn: ApiDestinationArn | None
+    Name: ApiDestinationName | None
+    Description: ApiDestinationDescription | None
+    ApiDestinationState: ApiDestinationState | None
+    ConnectionArn: ConnectionArn | None
+    InvocationEndpoint: HttpsEndpoint | None
+    HttpMethod: ApiDestinationHttpMethod | None
+    InvocationRateLimitPerSecond: ApiDestinationInvocationRateLimitPerSecond | None
+    CreationTime: Timestamp | None
+    LastModifiedTime: Timestamp | None
 
 
 class DescribeArchiveRequest(ServiceRequest):
@@ -750,18 +750,18 @@ class DescribeArchiveRequest(ServiceRequest):
 
 
 class DescribeArchiveResponse(TypedDict, total=False):
-    ArchiveArn: Optional[ArchiveArn]
-    ArchiveName: Optional[ArchiveName]
-    EventSourceArn: Optional[EventBusArn]
-    Description: Optional[ArchiveDescription]
-    EventPattern: Optional[EventPattern]
-    State: Optional[ArchiveState]
-    StateReason: Optional[ArchiveStateReason]
-    KmsKeyIdentifier: Optional[KmsKeyIdentifier]
-    RetentionDays: Optional[RetentionDays]
-    SizeBytes: Optional[Long]
-    EventCount: Optional[Long]
-    CreationTime: Optional[Timestamp]
+    ArchiveArn: ArchiveArn | None
+    ArchiveName: ArchiveName | None
+    EventSourceArn: EventBusArn | None
+    Description: ArchiveDescription | None
+    EventPattern: EventPattern | None
+    State: ArchiveState | None
+    StateReason: ArchiveStateReason | None
+    KmsKeyIdentifier: KmsKeyIdentifier | None
+    RetentionDays: RetentionDays | None
+    SizeBytes: Long | None
+    EventCount: Long | None
+    CreationTime: Timestamp | None
 
 
 class DescribeConnectionRequest(ServiceRequest):
@@ -769,56 +769,56 @@ class DescribeConnectionRequest(ServiceRequest):
 
 
 class DescribeConnectionResponse(TypedDict, total=False):
-    ConnectionArn: Optional[ConnectionArn]
-    Name: Optional[ConnectionName]
-    Description: Optional[ConnectionDescription]
-    InvocationConnectivityParameters: Optional[DescribeConnectionConnectivityParameters]
-    ConnectionState: Optional[ConnectionState]
-    StateReason: Optional[ConnectionStateReason]
-    AuthorizationType: Optional[ConnectionAuthorizationType]
-    SecretArn: Optional[SecretsManagerSecretArn]
-    KmsKeyIdentifier: Optional[KmsKeyIdentifier]
-    AuthParameters: Optional[ConnectionAuthResponseParameters]
-    CreationTime: Optional[Timestamp]
-    LastModifiedTime: Optional[Timestamp]
-    LastAuthorizedTime: Optional[Timestamp]
+    ConnectionArn: ConnectionArn | None
+    Name: ConnectionName | None
+    Description: ConnectionDescription | None
+    InvocationConnectivityParameters: DescribeConnectionConnectivityParameters | None
+    ConnectionState: ConnectionState | None
+    StateReason: ConnectionStateReason | None
+    AuthorizationType: ConnectionAuthorizationType | None
+    SecretArn: SecretsManagerSecretArn | None
+    KmsKeyIdentifier: KmsKeyIdentifier | None
+    AuthParameters: ConnectionAuthResponseParameters | None
+    CreationTime: Timestamp | None
+    LastModifiedTime: Timestamp | None
+    LastAuthorizedTime: Timestamp | None
 
 
 class DescribeEndpointRequest(ServiceRequest):
     Name: EndpointName
-    HomeRegion: Optional[HomeRegion]
+    HomeRegion: HomeRegion | None
 
 
 class DescribeEndpointResponse(TypedDict, total=False):
-    Name: Optional[EndpointName]
-    Description: Optional[EndpointDescription]
-    Arn: Optional[EndpointArn]
-    RoutingConfig: Optional[RoutingConfig]
-    ReplicationConfig: Optional[ReplicationConfig]
-    EventBuses: Optional[EndpointEventBusList]
-    RoleArn: Optional[IamRoleArn]
-    EndpointId: Optional[EndpointId]
-    EndpointUrl: Optional[EndpointUrl]
-    State: Optional[EndpointState]
-    StateReason: Optional[EndpointStateReason]
-    CreationTime: Optional[Timestamp]
-    LastModifiedTime: Optional[Timestamp]
+    Name: EndpointName | None
+    Description: EndpointDescription | None
+    Arn: EndpointArn | None
+    RoutingConfig: RoutingConfig | None
+    ReplicationConfig: ReplicationConfig | None
+    EventBuses: EndpointEventBusList | None
+    RoleArn: IamRoleArn | None
+    EndpointId: EndpointId | None
+    EndpointUrl: EndpointUrl | None
+    State: EndpointState | None
+    StateReason: EndpointStateReason | None
+    CreationTime: Timestamp | None
+    LastModifiedTime: Timestamp | None
 
 
 class DescribeEventBusRequest(ServiceRequest):
-    Name: Optional[EventBusNameOrArn]
+    Name: EventBusNameOrArn | None
 
 
 class DescribeEventBusResponse(TypedDict, total=False):
-    Name: Optional[String]
-    Arn: Optional[String]
-    Description: Optional[EventBusDescription]
-    KmsKeyIdentifier: Optional[KmsKeyIdentifier]
-    DeadLetterConfig: Optional[DeadLetterConfig]
-    Policy: Optional[String]
-    LogConfig: Optional[LogConfig]
-    CreationTime: Optional[Timestamp]
-    LastModifiedTime: Optional[Timestamp]
+    Name: String | None
+    Arn: String | None
+    Description: EventBusDescription | None
+    KmsKeyIdentifier: KmsKeyIdentifier | None
+    DeadLetterConfig: DeadLetterConfig | None
+    Policy: String | None
+    LogConfig: LogConfig | None
+    CreationTime: Timestamp | None
+    LastModifiedTime: Timestamp | None
 
 
 class DescribeEventSourceRequest(ServiceRequest):
@@ -826,12 +826,12 @@ class DescribeEventSourceRequest(ServiceRequest):
 
 
 class DescribeEventSourceResponse(TypedDict, total=False):
-    Arn: Optional[String]
-    CreatedBy: Optional[String]
-    CreationTime: Optional[Timestamp]
-    ExpirationTime: Optional[Timestamp]
-    Name: Optional[String]
-    State: Optional[EventSourceState]
+    Arn: String | None
+    CreatedBy: String | None
+    CreationTime: Timestamp | None
+    ExpirationTime: Timestamp | None
+    Name: String | None
+    State: EventSourceState | None
 
 
 class DescribePartnerEventSourceRequest(ServiceRequest):
@@ -839,161 +839,161 @@ class DescribePartnerEventSourceRequest(ServiceRequest):
 
 
 class DescribePartnerEventSourceResponse(TypedDict, total=False):
-    Arn: Optional[String]
-    Name: Optional[String]
+    Arn: String | None
+    Name: String | None
 
 
 class DescribeReplayRequest(ServiceRequest):
     ReplayName: ReplayName
 
 
-ReplayDestinationFilters = List[Arn]
+ReplayDestinationFilters = list[Arn]
 
 
 class ReplayDestination(TypedDict, total=False):
     Arn: Arn
-    FilterArns: Optional[ReplayDestinationFilters]
+    FilterArns: ReplayDestinationFilters | None
 
 
 class DescribeReplayResponse(TypedDict, total=False):
-    ReplayName: Optional[ReplayName]
-    ReplayArn: Optional[ReplayArn]
-    Description: Optional[ReplayDescription]
-    State: Optional[ReplayState]
-    StateReason: Optional[ReplayStateReason]
-    EventSourceArn: Optional[ArchiveArn]
-    Destination: Optional[ReplayDestination]
-    EventStartTime: Optional[Timestamp]
-    EventEndTime: Optional[Timestamp]
-    EventLastReplayedTime: Optional[Timestamp]
-    ReplayStartTime: Optional[Timestamp]
-    ReplayEndTime: Optional[Timestamp]
+    ReplayName: ReplayName | None
+    ReplayArn: ReplayArn | None
+    Description: ReplayDescription | None
+    State: ReplayState | None
+    StateReason: ReplayStateReason | None
+    EventSourceArn: ArchiveArn | None
+    Destination: ReplayDestination | None
+    EventStartTime: Timestamp | None
+    EventEndTime: Timestamp | None
+    EventLastReplayedTime: Timestamp | None
+    ReplayStartTime: Timestamp | None
+    ReplayEndTime: Timestamp | None
 
 
 class DescribeRuleRequest(ServiceRequest):
     Name: RuleName
-    EventBusName: Optional[EventBusNameOrArn]
+    EventBusName: EventBusNameOrArn | None
 
 
 class DescribeRuleResponse(TypedDict, total=False):
-    Name: Optional[RuleName]
-    Arn: Optional[RuleArn]
-    EventPattern: Optional[EventPattern]
-    ScheduleExpression: Optional[ScheduleExpression]
-    State: Optional[RuleState]
-    Description: Optional[RuleDescription]
-    RoleArn: Optional[RoleArn]
-    ManagedBy: Optional[ManagedBy]
-    EventBusName: Optional[EventBusName]
-    CreatedBy: Optional[CreatedBy]
+    Name: RuleName | None
+    Arn: RuleArn | None
+    EventPattern: EventPattern | None
+    ScheduleExpression: ScheduleExpression | None
+    State: RuleState | None
+    Description: RuleDescription | None
+    RoleArn: RoleArn | None
+    ManagedBy: ManagedBy | None
+    EventBusName: EventBusName | None
+    CreatedBy: CreatedBy | None
 
 
 class DisableRuleRequest(ServiceRequest):
     Name: RuleName
-    EventBusName: Optional[EventBusNameOrArn]
+    EventBusName: EventBusNameOrArn | None
 
 
 class PlacementStrategy(TypedDict, total=False):
-    type: Optional[PlacementStrategyType]
-    field: Optional[PlacementStrategyField]
+    type: PlacementStrategyType | None
+    field: PlacementStrategyField | None
 
 
-PlacementStrategies = List[PlacementStrategy]
+PlacementStrategies = list[PlacementStrategy]
 
 
 class PlacementConstraint(TypedDict, total=False):
-    type: Optional[PlacementConstraintType]
-    expression: Optional[PlacementConstraintExpression]
+    type: PlacementConstraintType | None
+    expression: PlacementConstraintExpression | None
 
 
-PlacementConstraints = List[PlacementConstraint]
+PlacementConstraints = list[PlacementConstraint]
 
 
 class NetworkConfiguration(TypedDict, total=False):
-    awsvpcConfiguration: Optional[AwsVpcConfiguration]
+    awsvpcConfiguration: AwsVpcConfiguration | None
 
 
 class EcsParameters(TypedDict, total=False):
     TaskDefinitionArn: Arn
-    TaskCount: Optional[LimitMin1]
-    LaunchType: Optional[LaunchType]
-    NetworkConfiguration: Optional[NetworkConfiguration]
-    PlatformVersion: Optional[String]
-    Group: Optional[String]
-    CapacityProviderStrategy: Optional[CapacityProviderStrategy]
-    EnableECSManagedTags: Optional[Boolean]
-    EnableExecuteCommand: Optional[Boolean]
-    PlacementConstraints: Optional[PlacementConstraints]
-    PlacementStrategy: Optional[PlacementStrategies]
-    PropagateTags: Optional[PropagateTags]
-    ReferenceId: Optional[ReferenceId]
-    Tags: Optional[TagList]
+    TaskCount: LimitMin1 | None
+    LaunchType: LaunchType | None
+    NetworkConfiguration: NetworkConfiguration | None
+    PlatformVersion: String | None
+    Group: String | None
+    CapacityProviderStrategy: CapacityProviderStrategy | None
+    EnableECSManagedTags: Boolean | None
+    EnableExecuteCommand: Boolean | None
+    PlacementConstraints: PlacementConstraints | None
+    PlacementStrategy: PlacementStrategies | None
+    PropagateTags: PropagateTags | None
+    ReferenceId: ReferenceId | None
+    Tags: TagList | None
 
 
 class EnableRuleRequest(ServiceRequest):
     Name: RuleName
-    EventBusName: Optional[EventBusNameOrArn]
+    EventBusName: EventBusNameOrArn | None
 
 
 class Endpoint(TypedDict, total=False):
-    Name: Optional[EndpointName]
-    Description: Optional[EndpointDescription]
-    Arn: Optional[EndpointArn]
-    RoutingConfig: Optional[RoutingConfig]
-    ReplicationConfig: Optional[ReplicationConfig]
-    EventBuses: Optional[EndpointEventBusList]
-    RoleArn: Optional[IamRoleArn]
-    EndpointId: Optional[EndpointId]
-    EndpointUrl: Optional[EndpointUrl]
-    State: Optional[EndpointState]
-    StateReason: Optional[EndpointStateReason]
-    CreationTime: Optional[Timestamp]
-    LastModifiedTime: Optional[Timestamp]
+    Name: EndpointName | None
+    Description: EndpointDescription | None
+    Arn: EndpointArn | None
+    RoutingConfig: RoutingConfig | None
+    ReplicationConfig: ReplicationConfig | None
+    EventBuses: EndpointEventBusList | None
+    RoleArn: IamRoleArn | None
+    EndpointId: EndpointId | None
+    EndpointUrl: EndpointUrl | None
+    State: EndpointState | None
+    StateReason: EndpointStateReason | None
+    CreationTime: Timestamp | None
+    LastModifiedTime: Timestamp | None
 
 
-EndpointList = List[Endpoint]
+EndpointList = list[Endpoint]
 
 
 class EventBus(TypedDict, total=False):
-    Name: Optional[String]
-    Arn: Optional[String]
-    Description: Optional[EventBusDescription]
-    Policy: Optional[String]
-    CreationTime: Optional[Timestamp]
-    LastModifiedTime: Optional[Timestamp]
+    Name: String | None
+    Arn: String | None
+    Description: EventBusDescription | None
+    Policy: String | None
+    CreationTime: Timestamp | None
+    LastModifiedTime: Timestamp | None
 
 
-EventBusList = List[EventBus]
-EventResourceList = List[EventResource]
+EventBusList = list[EventBus]
+EventResourceList = list[EventResource]
 
 
 class EventSource(TypedDict, total=False):
-    Arn: Optional[String]
-    CreatedBy: Optional[String]
-    CreationTime: Optional[Timestamp]
-    ExpirationTime: Optional[Timestamp]
-    Name: Optional[String]
-    State: Optional[EventSourceState]
+    Arn: String | None
+    CreatedBy: String | None
+    CreationTime: Timestamp | None
+    ExpirationTime: Timestamp | None
+    Name: String | None
+    State: EventSourceState | None
 
 
-EventSourceList = List[EventSource]
+EventSourceList = list[EventSource]
 EventTime = datetime
-HeaderParametersMap = Dict[HeaderKey, HeaderValue]
-QueryStringParametersMap = Dict[QueryStringKey, QueryStringValue]
-PathParameterList = List[PathParameter]
+HeaderParametersMap = dict[HeaderKey, HeaderValue]
+QueryStringParametersMap = dict[QueryStringKey, QueryStringValue]
+PathParameterList = list[PathParameter]
 
 
 class HttpParameters(TypedDict, total=False):
-    PathParameterValues: Optional[PathParameterList]
-    HeaderParameters: Optional[HeaderParametersMap]
-    QueryStringParameters: Optional[QueryStringParametersMap]
+    PathParameterValues: PathParameterList | None
+    HeaderParameters: HeaderParametersMap | None
+    QueryStringParameters: QueryStringParametersMap | None
 
 
-TransformerPaths = Dict[InputTransformerPathKey, TargetInputPath]
+TransformerPaths = dict[InputTransformerPathKey, TargetInputPath]
 
 
 class InputTransformer(TypedDict, total=False):
-    InputPathsMap: Optional[TransformerPaths]
+    InputPathsMap: TransformerPaths | None
     InputTemplate: TransformerInput
 
 
@@ -1002,184 +1002,184 @@ class KinesisParameters(TypedDict, total=False):
 
 
 class ListApiDestinationsRequest(ServiceRequest):
-    NamePrefix: Optional[ApiDestinationName]
-    ConnectionArn: Optional[ConnectionArn]
-    NextToken: Optional[NextToken]
-    Limit: Optional[LimitMax100]
+    NamePrefix: ApiDestinationName | None
+    ConnectionArn: ConnectionArn | None
+    NextToken: NextToken | None
+    Limit: LimitMax100 | None
 
 
 class ListApiDestinationsResponse(TypedDict, total=False):
-    ApiDestinations: Optional[ApiDestinationResponseList]
-    NextToken: Optional[NextToken]
+    ApiDestinations: ApiDestinationResponseList | None
+    NextToken: NextToken | None
 
 
 class ListArchivesRequest(ServiceRequest):
-    NamePrefix: Optional[ArchiveName]
-    EventSourceArn: Optional[EventBusArn]
-    State: Optional[ArchiveState]
-    NextToken: Optional[NextToken]
-    Limit: Optional[LimitMax100]
+    NamePrefix: ArchiveName | None
+    EventSourceArn: EventBusArn | None
+    State: ArchiveState | None
+    NextToken: NextToken | None
+    Limit: LimitMax100 | None
 
 
 class ListArchivesResponse(TypedDict, total=False):
-    Archives: Optional[ArchiveResponseList]
-    NextToken: Optional[NextToken]
+    Archives: ArchiveResponseList | None
+    NextToken: NextToken | None
 
 
 class ListConnectionsRequest(ServiceRequest):
-    NamePrefix: Optional[ConnectionName]
-    ConnectionState: Optional[ConnectionState]
-    NextToken: Optional[NextToken]
-    Limit: Optional[LimitMax100]
+    NamePrefix: ConnectionName | None
+    ConnectionState: ConnectionState | None
+    NextToken: NextToken | None
+    Limit: LimitMax100 | None
 
 
 class ListConnectionsResponse(TypedDict, total=False):
-    Connections: Optional[ConnectionResponseList]
-    NextToken: Optional[NextToken]
+    Connections: ConnectionResponseList | None
+    NextToken: NextToken | None
 
 
 class ListEndpointsRequest(ServiceRequest):
-    NamePrefix: Optional[EndpointName]
-    HomeRegion: Optional[HomeRegion]
-    NextToken: Optional[NextToken]
-    MaxResults: Optional[LimitMax100]
+    NamePrefix: EndpointName | None
+    HomeRegion: HomeRegion | None
+    NextToken: NextToken | None
+    MaxResults: LimitMax100 | None
 
 
 class ListEndpointsResponse(TypedDict, total=False):
-    Endpoints: Optional[EndpointList]
-    NextToken: Optional[NextToken]
+    Endpoints: EndpointList | None
+    NextToken: NextToken | None
 
 
 class ListEventBusesRequest(ServiceRequest):
-    NamePrefix: Optional[EventBusName]
-    NextToken: Optional[NextToken]
-    Limit: Optional[LimitMax100]
+    NamePrefix: EventBusName | None
+    NextToken: NextToken | None
+    Limit: LimitMax100 | None
 
 
 class ListEventBusesResponse(TypedDict, total=False):
-    EventBuses: Optional[EventBusList]
-    NextToken: Optional[NextToken]
+    EventBuses: EventBusList | None
+    NextToken: NextToken | None
 
 
 class ListEventSourcesRequest(ServiceRequest):
-    NamePrefix: Optional[EventSourceNamePrefix]
-    NextToken: Optional[NextToken]
-    Limit: Optional[LimitMax100]
+    NamePrefix: EventSourceNamePrefix | None
+    NextToken: NextToken | None
+    Limit: LimitMax100 | None
 
 
 class ListEventSourcesResponse(TypedDict, total=False):
-    EventSources: Optional[EventSourceList]
-    NextToken: Optional[NextToken]
+    EventSources: EventSourceList | None
+    NextToken: NextToken | None
 
 
 class ListPartnerEventSourceAccountsRequest(ServiceRequest):
     EventSourceName: EventSourceName
-    NextToken: Optional[NextToken]
-    Limit: Optional[LimitMax100]
+    NextToken: NextToken | None
+    Limit: LimitMax100 | None
 
 
 class PartnerEventSourceAccount(TypedDict, total=False):
-    Account: Optional[AccountId]
-    CreationTime: Optional[Timestamp]
-    ExpirationTime: Optional[Timestamp]
-    State: Optional[EventSourceState]
+    Account: AccountId | None
+    CreationTime: Timestamp | None
+    ExpirationTime: Timestamp | None
+    State: EventSourceState | None
 
 
-PartnerEventSourceAccountList = List[PartnerEventSourceAccount]
+PartnerEventSourceAccountList = list[PartnerEventSourceAccount]
 
 
 class ListPartnerEventSourceAccountsResponse(TypedDict, total=False):
-    PartnerEventSourceAccounts: Optional[PartnerEventSourceAccountList]
-    NextToken: Optional[NextToken]
+    PartnerEventSourceAccounts: PartnerEventSourceAccountList | None
+    NextToken: NextToken | None
 
 
 class ListPartnerEventSourcesRequest(ServiceRequest):
     NamePrefix: PartnerEventSourceNamePrefix
-    NextToken: Optional[NextToken]
-    Limit: Optional[LimitMax100]
+    NextToken: NextToken | None
+    Limit: LimitMax100 | None
 
 
 class PartnerEventSource(TypedDict, total=False):
-    Arn: Optional[String]
-    Name: Optional[String]
+    Arn: String | None
+    Name: String | None
 
 
-PartnerEventSourceList = List[PartnerEventSource]
+PartnerEventSourceList = list[PartnerEventSource]
 
 
 class ListPartnerEventSourcesResponse(TypedDict, total=False):
-    PartnerEventSources: Optional[PartnerEventSourceList]
-    NextToken: Optional[NextToken]
+    PartnerEventSources: PartnerEventSourceList | None
+    NextToken: NextToken | None
 
 
 class ListReplaysRequest(ServiceRequest):
-    NamePrefix: Optional[ReplayName]
-    State: Optional[ReplayState]
-    EventSourceArn: Optional[ArchiveArn]
-    NextToken: Optional[NextToken]
-    Limit: Optional[LimitMax100]
+    NamePrefix: ReplayName | None
+    State: ReplayState | None
+    EventSourceArn: ArchiveArn | None
+    NextToken: NextToken | None
+    Limit: LimitMax100 | None
 
 
 class Replay(TypedDict, total=False):
-    ReplayName: Optional[ReplayName]
-    EventSourceArn: Optional[ArchiveArn]
-    State: Optional[ReplayState]
-    StateReason: Optional[ReplayStateReason]
-    EventStartTime: Optional[Timestamp]
-    EventEndTime: Optional[Timestamp]
-    EventLastReplayedTime: Optional[Timestamp]
-    ReplayStartTime: Optional[Timestamp]
-    ReplayEndTime: Optional[Timestamp]
+    ReplayName: ReplayName | None
+    EventSourceArn: ArchiveArn | None
+    State: ReplayState | None
+    StateReason: ReplayStateReason | None
+    EventStartTime: Timestamp | None
+    EventEndTime: Timestamp | None
+    EventLastReplayedTime: Timestamp | None
+    ReplayStartTime: Timestamp | None
+    ReplayEndTime: Timestamp | None
 
 
-ReplayList = List[Replay]
+ReplayList = list[Replay]
 
 
 class ListReplaysResponse(TypedDict, total=False):
-    Replays: Optional[ReplayList]
-    NextToken: Optional[NextToken]
+    Replays: ReplayList | None
+    NextToken: NextToken | None
 
 
 class ListRuleNamesByTargetRequest(ServiceRequest):
     TargetArn: TargetArn
-    EventBusName: Optional[EventBusNameOrArn]
-    NextToken: Optional[NextToken]
-    Limit: Optional[LimitMax100]
+    EventBusName: EventBusNameOrArn | None
+    NextToken: NextToken | None
+    Limit: LimitMax100 | None
 
 
-RuleNameList = List[RuleName]
+RuleNameList = list[RuleName]
 
 
 class ListRuleNamesByTargetResponse(TypedDict, total=False):
-    RuleNames: Optional[RuleNameList]
-    NextToken: Optional[NextToken]
+    RuleNames: RuleNameList | None
+    NextToken: NextToken | None
 
 
 class ListRulesRequest(ServiceRequest):
-    NamePrefix: Optional[RuleName]
-    EventBusName: Optional[EventBusNameOrArn]
-    NextToken: Optional[NextToken]
-    Limit: Optional[LimitMax100]
+    NamePrefix: RuleName | None
+    EventBusName: EventBusNameOrArn | None
+    NextToken: NextToken | None
+    Limit: LimitMax100 | None
 
 
 class Rule(TypedDict, total=False):
-    Name: Optional[RuleName]
-    Arn: Optional[RuleArn]
-    EventPattern: Optional[EventPattern]
-    State: Optional[RuleState]
-    Description: Optional[RuleDescription]
-    ScheduleExpression: Optional[ScheduleExpression]
-    RoleArn: Optional[RoleArn]
-    ManagedBy: Optional[ManagedBy]
-    EventBusName: Optional[EventBusName]
+    Name: RuleName | None
+    Arn: RuleArn | None
+    EventPattern: EventPattern | None
+    State: RuleState | None
+    Description: RuleDescription | None
+    ScheduleExpression: ScheduleExpression | None
+    RoleArn: RoleArn | None
+    ManagedBy: ManagedBy | None
+    EventBusName: EventBusName | None
 
 
-RuleResponseList = List[Rule]
+RuleResponseList = list[Rule]
 
 
 class ListRulesResponse(TypedDict, total=False):
-    Rules: Optional[RuleResponseList]
-    NextToken: Optional[NextToken]
+    Rules: RuleResponseList | None
+    NextToken: NextToken | None
 
 
 class ListTagsForResourceRequest(ServiceRequest):
@@ -1187,19 +1187,19 @@ class ListTagsForResourceRequest(ServiceRequest):
 
 
 class ListTagsForResourceResponse(TypedDict, total=False):
-    Tags: Optional[TagList]
+    Tags: TagList | None
 
 
 class ListTargetsByRuleRequest(ServiceRequest):
     Rule: RuleName
-    EventBusName: Optional[EventBusNameOrArn]
-    NextToken: Optional[NextToken]
-    Limit: Optional[LimitMax100]
+    EventBusName: EventBusNameOrArn | None
+    NextToken: NextToken | None
+    Limit: LimitMax100 | None
 
 
 class RetryPolicy(TypedDict, total=False):
-    MaximumRetryAttempts: Optional[MaximumRetryAttempts]
-    MaximumEventAgeInSeconds: Optional[MaximumEventAgeInSeconds]
+    MaximumRetryAttempts: MaximumRetryAttempts | None
+    MaximumEventAgeInSeconds: MaximumEventAgeInSeconds | None
 
 
 class SageMakerPipelineParameter(TypedDict, total=False):
@@ -1207,31 +1207,31 @@ class SageMakerPipelineParameter(TypedDict, total=False):
     Value: SageMakerPipelineParameterValue
 
 
-SageMakerPipelineParameterList = List[SageMakerPipelineParameter]
+SageMakerPipelineParameterList = list[SageMakerPipelineParameter]
 
 
 class SageMakerPipelineParameters(TypedDict, total=False):
-    PipelineParameterList: Optional[SageMakerPipelineParameterList]
+    PipelineParameterList: SageMakerPipelineParameterList | None
 
 
-Sqls = List[Sql]
+Sqls = list[Sql]
 
 
 class RedshiftDataParameters(TypedDict, total=False):
-    SecretManagerArn: Optional[RedshiftSecretManagerArn]
+    SecretManagerArn: RedshiftSecretManagerArn | None
     Database: Database
-    DbUser: Optional[DbUser]
-    Sql: Optional[Sql]
-    StatementName: Optional[StatementName]
-    WithEvent: Optional[Boolean]
-    Sqls: Optional[Sqls]
+    DbUser: DbUser | None
+    Sql: Sql | None
+    StatementName: StatementName | None
+    WithEvent: Boolean | None
+    Sqls: Sqls | None
 
 
 class SqsParameters(TypedDict, total=False):
-    MessageGroupId: Optional[MessageGroupId]
+    MessageGroupId: MessageGroupId | None
 
 
-RunCommandTargetValues = List[RunCommandTargetValue]
+RunCommandTargetValues = list[RunCommandTargetValue]
 
 
 class RunCommandTarget(TypedDict, total=False):
@@ -1239,7 +1239,7 @@ class RunCommandTarget(TypedDict, total=False):
     Values: RunCommandTargetValues
 
 
-RunCommandTargets = List[RunCommandTarget]
+RunCommandTargets = list[RunCommandTarget]
 
 
 class RunCommandParameters(TypedDict, total=False):
@@ -1249,72 +1249,72 @@ class RunCommandParameters(TypedDict, total=False):
 class Target(TypedDict, total=False):
     Id: TargetId
     Arn: TargetArn
-    RoleArn: Optional[RoleArn]
-    Input: Optional[TargetInput]
-    InputPath: Optional[TargetInputPath]
-    InputTransformer: Optional[InputTransformer]
-    KinesisParameters: Optional[KinesisParameters]
-    RunCommandParameters: Optional[RunCommandParameters]
-    EcsParameters: Optional[EcsParameters]
-    BatchParameters: Optional[BatchParameters]
-    SqsParameters: Optional[SqsParameters]
-    HttpParameters: Optional[HttpParameters]
-    RedshiftDataParameters: Optional[RedshiftDataParameters]
-    SageMakerPipelineParameters: Optional[SageMakerPipelineParameters]
-    DeadLetterConfig: Optional[DeadLetterConfig]
-    RetryPolicy: Optional[RetryPolicy]
-    AppSyncParameters: Optional[AppSyncParameters]
-
-
-TargetList = List[Target]
+    RoleArn: RoleArn | None
+    Input: TargetInput | None
+    InputPath: TargetInputPath | None
+    InputTransformer: InputTransformer | None
+    KinesisParameters: KinesisParameters | None
+    RunCommandParameters: RunCommandParameters | None
+    EcsParameters: EcsParameters | None
+    BatchParameters: BatchParameters | None
+    SqsParameters: SqsParameters | None
+    HttpParameters: HttpParameters | None
+    RedshiftDataParameters: RedshiftDataParameters | None
+    SageMakerPipelineParameters: SageMakerPipelineParameters | None
+    DeadLetterConfig: DeadLetterConfig | None
+    RetryPolicy: RetryPolicy | None
+    AppSyncParameters: AppSyncParameters | None
+
+
+TargetList = list[Target]
 
 
 class ListTargetsByRuleResponse(TypedDict, total=False):
-    Targets: Optional[TargetList]
-    NextToken: Optional[NextToken]
+    Targets: TargetList | None
+    NextToken: NextToken | None
 
 
 class PutEventsRequestEntry(TypedDict, total=False):
-    Time: Optional[EventTime]
-    Source: Optional[String]
-    Resources: Optional[EventResourceList]
-    DetailType: Optional[String]
-    Detail: Optional[String]
-    EventBusName: Optional[NonPartnerEventBusNameOrArn]
-    TraceHeader: Optional[TraceHeader]
+    Time: EventTime | None
+    Source: String | None
+    Resources: EventResourceList | None
+    DetailType: String | None
+    Detail: String | None
+    EventBusName: NonPartnerEventBusNameOrArn | None
+    TraceHeader: TraceHeader | None
 
 
-PutEventsRequestEntryList = List[PutEventsRequestEntry]
+PutEventsRequestEntryList = list[PutEventsRequestEntry]
 
 
 class PutEventsRequest(ServiceRequest):
     Entries: PutEventsRequestEntryList
-    EndpointId: Optional[EndpointId]
+    EndpointId: EndpointId | None
 
 
 class PutEventsResultEntry(TypedDict, total=False):
-    EventId: Optional[EventId]
-    ErrorCode: Optional[ErrorCode]
-    ErrorMessage: Optional[ErrorMessage]
+    EventId: EventId | None
+    ErrorCode: ErrorCode | None
+    ErrorMessage: ErrorMessage | None
 
 
-PutEventsResultEntryList = List[PutEventsResultEntry]
+PutEventsResultEntryList = list[PutEventsResultEntry]
 
 
 class PutEventsResponse(TypedDict, total=False):
-    FailedEntryCount: Optional[Integer]
-    Entries: Optional[PutEventsResultEntryList]
+    FailedEntryCount: Integer | None
+    Entries: PutEventsResultEntryList | None
 
 
 class PutPartnerEventsRequestEntry(TypedDict, total=False):
-    Time: Optional[EventTime]
-    Source: Optional[EventSourceName]
-    Resources: Optional[EventResourceList]
-    DetailType: Optional[String]
-    Detail: Optional[String]
+    Time: EventTime | None
+    Source: EventSourceName | None
+    Resources: EventResourceList | None
+    DetailType: String | None
+    Detail: String | None
 
 
-PutPartnerEventsRequestEntryList = List[PutPartnerEventsRequestEntry]
+PutPartnerEventsRequestEntryList = list[PutPartnerEventsRequestEntry]
 
 
 class PutPartnerEventsRequest(ServiceRequest):
@@ -1322,96 +1322,96 @@ class PutPartnerEventsRequest(ServiceRequest):
 
 
 class PutPartnerEventsResultEntry(TypedDict, total=False):
-    EventId: Optional[EventId]
-    ErrorCode: Optional[ErrorCode]
-    ErrorMessage: Optional[ErrorMessage]
+    EventId: EventId | None
+    ErrorCode: ErrorCode | None
+    ErrorMessage: ErrorMessage | None
 
 
-PutPartnerEventsResultEntryList = List[PutPartnerEventsResultEntry]
+PutPartnerEventsResultEntryList = list[PutPartnerEventsResultEntry]
 
 
 class PutPartnerEventsResponse(TypedDict, total=False):
-    FailedEntryCount: Optional[Integer]
-    Entries: Optional[PutPartnerEventsResultEntryList]
+    FailedEntryCount: Integer | None
+    Entries: PutPartnerEventsResultEntryList | None
 
 
 class PutPermissionRequest(ServiceRequest):
-    EventBusName: Optional[NonPartnerEventBusName]
-    Action: Optional[Action]
-    Principal: Optional[Principal]
-    StatementId: Optional[StatementId]
-    Condition: Optional[Condition]
-    Policy: Optional[String]
+    EventBusName: NonPartnerEventBusName | None
+    Action: Action | None
+    Principal: Principal | None
+    StatementId: StatementId | None
+    Condition: Condition | None
+    Policy: String | None
 
 
 class PutRuleRequest(ServiceRequest):
     Name: RuleName
-    ScheduleExpression: Optional[ScheduleExpression]
-    EventPattern: Optional[EventPattern]
-    State: Optional[RuleState]
-    Description: Optional[RuleDescription]
-    RoleArn: Optional[RoleArn]
-    Tags: Optional[TagList]
-    EventBusName: Optional[EventBusNameOrArn]
+    ScheduleExpression: ScheduleExpression | None
+    EventPattern: EventPattern | None
+    State: RuleState | None
+    Description: RuleDescription | None
+    RoleArn: RoleArn | None
+    Tags: TagList | None
+    EventBusName: EventBusNameOrArn | None
 
 
 class PutRuleResponse(TypedDict, total=False):
-    RuleArn: Optional[RuleArn]
+    RuleArn: RuleArn | None
 
 
 class PutTargetsRequest(ServiceRequest):
     Rule: RuleName
-    EventBusName: Optional[EventBusNameOrArn]
+    EventBusName: EventBusNameOrArn | None
     Targets: TargetList
 
 
 class PutTargetsResultEntry(TypedDict, total=False):
-    TargetId: Optional[TargetId]
-    ErrorCode: Optional[ErrorCode]
-    ErrorMessage: Optional[ErrorMessage]
+    TargetId: TargetId | None
+    ErrorCode: ErrorCode | None
+    ErrorMessage: ErrorMessage | None
 
 
-PutTargetsResultEntryList = List[PutTargetsResultEntry]
+PutTargetsResultEntryList = list[PutTargetsResultEntry]
 
 
 class PutTargetsResponse(TypedDict, total=False):
-    FailedEntryCount: Optional[Integer]
-    FailedEntries: Optional[PutTargetsResultEntryList]
+    FailedEntryCount: Integer | None
+    FailedEntries: PutTargetsResultEntryList | None
 
 
 class RemovePermissionRequest(ServiceRequest):
-    StatementId: Optional[StatementId]
-    RemoveAllPermissions: Optional[Boolean]
-    EventBusName: Optional[NonPartnerEventBusName]
+    StatementId: StatementId | None
+    RemoveAllPermissions: Boolean | None
+    EventBusName: NonPartnerEventBusName | None
 
 
-TargetIdList = List[TargetId]
+TargetIdList = list[TargetId]
 
 
 class RemoveTargetsRequest(ServiceRequest):
     Rule: RuleName
-    EventBusName: Optional[EventBusNameOrArn]
+    EventBusName: EventBusNameOrArn | None
     Ids: TargetIdList
-    Force: Optional[Boolean]
+    Force: Boolean | None
 
 
 class RemoveTargetsResultEntry(TypedDict, total=False):
-    TargetId: Optional[TargetId]
-    ErrorCode: Optional[ErrorCode]
-    ErrorMessage: Optional[ErrorMessage]
+    TargetId: TargetId | None
+    ErrorCode: ErrorCode | None
+    ErrorMessage: ErrorMessage | None
 
 
-RemoveTargetsResultEntryList = List[RemoveTargetsResultEntry]
+RemoveTargetsResultEntryList = list[RemoveTargetsResultEntry]
 
 
 class RemoveTargetsResponse(TypedDict, total=False):
-    FailedEntryCount: Optional[Integer]
-    FailedEntries: Optional[RemoveTargetsResultEntryList]
+    FailedEntryCount: Integer | None
+    FailedEntries: RemoveTargetsResultEntryList | None
 
 
 class StartReplayRequest(ServiceRequest):
     ReplayName: ReplayName
-    Description: Optional[ReplayDescription]
+    Description: ReplayDescription | None
     EventSourceArn: ArchiveArn
     EventStartTime: Timestamp
     EventEndTime: Timestamp
@@ -1419,13 +1419,13 @@ class StartReplayRequest(ServiceRequest):
 
 
 class StartReplayResponse(TypedDict, total=False):
-    ReplayArn: Optional[ReplayArn]
-    State: Optional[ReplayState]
-    StateReason: Optional[ReplayStateReason]
-    ReplayStartTime: Optional[Timestamp]
+    ReplayArn: ReplayArn | None
+    State: ReplayState | None
+    StateReason: ReplayStateReason | None
+    ReplayStartTime: Timestamp | None
 
 
-TagKeyList = List[TagKey]
+TagKeyList = list[TagKey]
 
 
 class TagResourceRequest(ServiceRequest):
@@ -1443,7 +1443,7 @@ class TestEventPatternRequest(ServiceRequest):
 
 
 class TestEventPatternResponse(TypedDict, total=False):
-    Result: Optional[Boolean]
+    Result: Boolean | None
 
 
 class UntagResourceRequest(ServiceRequest):
@@ -1457,123 +1457,123 @@ class UntagResourceResponse(TypedDict, total=False):
 
 class UpdateApiDestinationRequest(ServiceRequest):
     Name: ApiDestinationName
-    Description: Optional[ApiDestinationDescription]
-    ConnectionArn: Optional[ConnectionArn]
-    InvocationEndpoint: Optional[HttpsEndpoint]
-    HttpMethod: Optional[ApiDestinationHttpMethod]
-    InvocationRateLimitPerSecond: Optional[ApiDestinationInvocationRateLimitPerSecond]
+    Description: ApiDestinationDescription | None
+    ConnectionArn: ConnectionArn | None
+    InvocationEndpoint: HttpsEndpoint | None
+    HttpMethod: ApiDestinationHttpMethod | None
+    InvocationRateLimitPerSecond: ApiDestinationInvocationRateLimitPerSecond | None
 
 
 class UpdateApiDestinationResponse(TypedDict, total=False):
-    ApiDestinationArn: Optional[ApiDestinationArn]
-    ApiDestinationState: Optional[ApiDestinationState]
-    CreationTime: Optional[Timestamp]
-    LastModifiedTime: Optional[Timestamp]
+    ApiDestinationArn: ApiDestinationArn | None
+    ApiDestinationState: ApiDestinationState | None
+    CreationTime: Timestamp | None
+    LastModifiedTime: Timestamp | None
 
 
 class UpdateArchiveRequest(ServiceRequest):
     ArchiveName: ArchiveName
-    Description: Optional[ArchiveDescription]
-    EventPattern: Optional[EventPattern]
-    RetentionDays: Optional[RetentionDays]
-    KmsKeyIdentifier: Optional[KmsKeyIdentifier]
+    Description: ArchiveDescription | None
+    EventPattern: EventPattern | None
+    RetentionDays: RetentionDays | None
+    KmsKeyIdentifier: KmsKeyIdentifier | None
 
 
 class UpdateArchiveResponse(TypedDict, total=False):
-    ArchiveArn: Optional[ArchiveArn]
-    State: Optional[ArchiveState]
-    StateReason: Optional[ArchiveStateReason]
-    CreationTime: Optional[Timestamp]
+    ArchiveArn: ArchiveArn | None
+    State: ArchiveState | None
+    StateReason: ArchiveStateReason | None
+    CreationTime: Timestamp | None
 
 
 class UpdateConnectionApiKeyAuthRequestParameters(TypedDict, total=False):
-    ApiKeyName: Optional[AuthHeaderParameters]
-    ApiKeyValue: Optional[AuthHeaderParametersSensitive]
+    ApiKeyName: AuthHeaderParameters | None
+    ApiKeyValue: AuthHeaderParametersSensitive | None
 
 
 class UpdateConnectionOAuthClientRequestParameters(TypedDict, total=False):
-    ClientID: Optional[AuthHeaderParameters]
-    ClientSecret: Optional[AuthHeaderParametersSensitive]
+    ClientID: AuthHeaderParameters | None
+    ClientSecret: AuthHeaderParametersSensitive | None
 
 
 class UpdateConnectionOAuthRequestParameters(TypedDict, total=False):
-    ClientParameters: Optional[UpdateConnectionOAuthClientRequestParameters]
-    AuthorizationEndpoint: Optional[HttpsEndpoint]
-    HttpMethod: Optional[ConnectionOAuthHttpMethod]
-    OAuthHttpParameters: Optional[ConnectionHttpParameters]
+    ClientParameters: UpdateConnectionOAuthClientRequestParameters | None
+    AuthorizationEndpoint: HttpsEndpoint | None
+    HttpMethod: ConnectionOAuthHttpMethod | None
+    OAuthHttpParameters: ConnectionHttpParameters | None
 
 
 class UpdateConnectionBasicAuthRequestParameters(TypedDict, total=False):
-    Username: Optional[AuthHeaderParameters]
-    Password: Optional[AuthHeaderParametersSensitive]
+    Username: AuthHeaderParameters | None
+    Password: AuthHeaderParametersSensitive | None
 
 
 class UpdateConnectionAuthRequestParameters(TypedDict, total=False):
-    BasicAuthParameters: Optional[UpdateConnectionBasicAuthRequestParameters]
-    OAuthParameters: Optional[UpdateConnectionOAuthRequestParameters]
-    ApiKeyAuthParameters: Optional[UpdateConnectionApiKeyAuthRequestParameters]
-    InvocationHttpParameters: Optional[ConnectionHttpParameters]
-    ConnectivityParameters: Optional[ConnectivityResourceParameters]
+    BasicAuthParameters: UpdateConnectionBasicAuthRequestParameters | None
+    OAuthParameters: UpdateConnectionOAuthRequestParameters | None
+    ApiKeyAuthParameters: UpdateConnectionApiKeyAuthRequestParameters | None
+    InvocationHttpParameters: ConnectionHttpParameters | None
+    ConnectivityParameters: ConnectivityResourceParameters | None
 
 
 class UpdateConnectionRequest(ServiceRequest):
     Name: ConnectionName
-    Description: Optional[ConnectionDescription]
-    AuthorizationType: Optional[ConnectionAuthorizationType]
-    AuthParameters: Optional[UpdateConnectionAuthRequestParameters]
-    InvocationConnectivityParameters: Optional[ConnectivityResourceParameters]
-    KmsKeyIdentifier: Optional[KmsKeyIdentifier]
+    Description: ConnectionDescription | None
+    AuthorizationType: ConnectionAuthorizationType | None
+    AuthParameters: UpdateConnectionAuthRequestParameters | None
+    InvocationConnectivityParameters: ConnectivityResourceParameters | None
+    KmsKeyIdentifier: KmsKeyIdentifier | None
 
 
 class UpdateConnectionResponse(TypedDict, total=False):
-    ConnectionArn: Optional[ConnectionArn]
-    ConnectionState: Optional[ConnectionState]
-    CreationTime: Optional[Timestamp]
-    LastModifiedTime: Optional[Timestamp]
-    LastAuthorizedTime: Optional[Timestamp]
+    ConnectionArn: ConnectionArn | None
+    ConnectionState: ConnectionState | None
+    CreationTime: Timestamp | None
+    LastModifiedTime: Timestamp | None
+    LastAuthorizedTime: Timestamp | None
 
 
 class UpdateEndpointRequest(ServiceRequest):
     Name: EndpointName
-    Description: Optional[EndpointDescription]
-    RoutingConfig: Optional[RoutingConfig]
-    ReplicationConfig: Optional[ReplicationConfig]
-    EventBuses: Optional[EndpointEventBusList]
-    RoleArn: Optional[IamRoleArn]
+    Description: EndpointDescription | None
+    RoutingConfig: RoutingConfig | None
+    ReplicationConfig: ReplicationConfig | None
+    EventBuses: EndpointEventBusList | None
+    RoleArn: IamRoleArn | None
 
 
 class UpdateEndpointResponse(TypedDict, total=False):
-    Name: Optional[EndpointName]
-    Arn: Optional[EndpointArn]
-    RoutingConfig: Optional[RoutingConfig]
-    ReplicationConfig: Optional[ReplicationConfig]
-    EventBuses: Optional[EndpointEventBusList]
-    RoleArn: Optional[IamRoleArn]
-    EndpointId: Optional[EndpointId]
-    EndpointUrl: Optional[EndpointUrl]
-    State: Optional[EndpointState]
+    Name: EndpointName | None
+    Arn: EndpointArn | None
+    RoutingConfig: RoutingConfig | None
+    ReplicationConfig: ReplicationConfig | None
+    EventBuses: EndpointEventBusList | None
+    RoleArn: IamRoleArn | None
+    EndpointId: EndpointId | None
+    EndpointUrl: EndpointUrl | None
+    State: EndpointState | None
 
 
 class UpdateEventBusRequest(ServiceRequest):
-    Name: Optional[EventBusName]
-    KmsKeyIdentifier: Optional[KmsKeyIdentifier]
-    Description: Optional[EventBusDescription]
-    DeadLetterConfig: Optional[DeadLetterConfig]
-    LogConfig: Optional[LogConfig]
+    Name: EventBusName | None
+    KmsKeyIdentifier: KmsKeyIdentifier | None
+    Description: EventBusDescription | None
+    DeadLetterConfig: DeadLetterConfig | None
+    LogConfig: LogConfig | None
 
 
 class UpdateEventBusResponse(TypedDict, total=False):
-    Arn: Optional[String]
-    Name: Optional[EventBusName]
-    KmsKeyIdentifier: Optional[KmsKeyIdentifier]
-    Description: Optional[EventBusDescription]
-    DeadLetterConfig: Optional[DeadLetterConfig]
-    LogConfig: Optional[LogConfig]
+    Arn: String | None
+    Name: EventBusName | None
+    KmsKeyIdentifier: KmsKeyIdentifier | None
+    Description: EventBusDescription | None
+    DeadLetterConfig: DeadLetterConfig | None
+    LogConfig: LogConfig | None
 
 
 class EventsApi:
-    service = "events"
-    version = "2015-10-07"
+    service: str = "events"
+    version: str = "2015-10-07"
 
     @handler("ActivateEventSource")
     def activate_event_source(
diff --git a/localstack-core/localstack/aws/api/firehose/__init__.py b/localstack-core/localstack/aws/api/firehose/__init__.py
index f1b3c79ac204d..902bfb916e45d 100644
--- a/localstack-core/localstack/aws/api/firehose/__init__.py
+++ b/localstack-core/localstack/aws/api/firehose/__init__.py
@@ -1,6 +1,6 @@
 from datetime import datetime
 from enum import StrEnum
-from typing import Dict, List, Optional, TypedDict
+from typing import TypedDict
 
 from localstack.aws.api import RequestContext, ServiceException, ServiceRequest, handler
 
@@ -371,12 +371,12 @@ class ServiceUnavailableException(ServiceException):
 
 
 class AmazonOpenSearchServerlessBufferingHints(TypedDict, total=False):
-    IntervalInSeconds: Optional[AmazonOpenSearchServerlessBufferingIntervalInSeconds]
-    SizeInMBs: Optional[AmazonOpenSearchServerlessBufferingSizeInMBs]
+    IntervalInSeconds: AmazonOpenSearchServerlessBufferingIntervalInSeconds | None
+    SizeInMBs: AmazonOpenSearchServerlessBufferingSizeInMBs | None
 
 
-SecurityGroupIdList = List[NonEmptyStringWithoutWhitespace]
-SubnetIdList = List[NonEmptyStringWithoutWhitespace]
+SecurityGroupIdList = list[NonEmptyStringWithoutWhitespace]
+SubnetIdList = list[NonEmptyStringWithoutWhitespace]
 
 
 class VpcConfiguration(TypedDict, total=False):
@@ -386,9 +386,9 @@ class VpcConfiguration(TypedDict, total=False):
 
 
 class CloudWatchLoggingOptions(TypedDict, total=False):
-    Enabled: Optional[BooleanObject]
-    LogGroupName: Optional[LogGroupName]
-    LogStreamName: Optional[LogStreamName]
+    Enabled: BooleanObject | None
+    LogGroupName: LogGroupName | None
+    LogStreamName: LogStreamName | None
 
 
 class ProcessorParameter(TypedDict, total=False):
@@ -396,20 +396,20 @@ class ProcessorParameter(TypedDict, total=False):
     ParameterValue: ProcessorParameterValue
 
 
-ProcessorParameterList = List[ProcessorParameter]
+ProcessorParameterList = list[ProcessorParameter]
 
 
 class Processor(TypedDict, total=False):
     Type: ProcessorType
-    Parameters: Optional[ProcessorParameterList]
+    Parameters: ProcessorParameterList | None
 
 
-ProcessorList = List[Processor]
+ProcessorList = list[Processor]
 
 
 class ProcessingConfiguration(TypedDict, total=False):
-    Enabled: Optional[BooleanObject]
-    Processors: Optional[ProcessorList]
+    Enabled: BooleanObject | None
+    Processors: ProcessorList | None
 
 
 class KMSEncryptionConfig(TypedDict, total=False):
@@ -417,41 +417,41 @@ class KMSEncryptionConfig(TypedDict, total=False):
 
 
 class EncryptionConfiguration(TypedDict, total=False):
-    NoEncryptionConfig: Optional[NoEncryptionConfig]
-    KMSEncryptionConfig: Optional[KMSEncryptionConfig]
+    NoEncryptionConfig: NoEncryptionConfig | None
+    KMSEncryptionConfig: KMSEncryptionConfig | None
 
 
 class BufferingHints(TypedDict, total=False):
-    SizeInMBs: Optional[SizeInMBs]
-    IntervalInSeconds: Optional[IntervalInSeconds]
+    SizeInMBs: SizeInMBs | None
+    IntervalInSeconds: IntervalInSeconds | None
 
 
 class S3DestinationConfiguration(TypedDict, total=False):
     RoleARN: RoleARN
     BucketARN: BucketARN
-    Prefix: Optional[Prefix]
-    ErrorOutputPrefix: Optional[ErrorOutputPrefix]
-    BufferingHints: Optional[BufferingHints]
-    CompressionFormat: Optional[CompressionFormat]
-    EncryptionConfiguration: Optional[EncryptionConfiguration]
-    CloudWatchLoggingOptions: Optional[CloudWatchLoggingOptions]
+    Prefix: Prefix | None
+    ErrorOutputPrefix: ErrorOutputPrefix | None
+    BufferingHints: BufferingHints | None
+    CompressionFormat: CompressionFormat | None
+    EncryptionConfiguration: EncryptionConfiguration | None
+    CloudWatchLoggingOptions: CloudWatchLoggingOptions | None
 
 
 class AmazonOpenSearchServerlessRetryOptions(TypedDict, total=False):
-    DurationInSeconds: Optional[AmazonOpenSearchServerlessRetryDurationInSeconds]
+    DurationInSeconds: AmazonOpenSearchServerlessRetryDurationInSeconds | None
 
 
 class AmazonOpenSearchServerlessDestinationConfiguration(TypedDict, total=False):
     RoleARN: RoleARN
-    CollectionEndpoint: Optional[AmazonOpenSearchServerlessCollectionEndpoint]
+    CollectionEndpoint: AmazonOpenSearchServerlessCollectionEndpoint | None
     IndexName: AmazonOpenSearchServerlessIndexName
-    BufferingHints: Optional[AmazonOpenSearchServerlessBufferingHints]
-    RetryOptions: Optional[AmazonOpenSearchServerlessRetryOptions]
-    S3BackupMode: Optional[AmazonOpenSearchServerlessS3BackupMode]
+    BufferingHints: AmazonOpenSearchServerlessBufferingHints | None
+    RetryOptions: AmazonOpenSearchServerlessRetryOptions | None
+    S3BackupMode: AmazonOpenSearchServerlessS3BackupMode | None
     S3Configuration: S3DestinationConfiguration
-    ProcessingConfiguration: Optional[ProcessingConfiguration]
-    CloudWatchLoggingOptions: Optional[CloudWatchLoggingOptions]
-    VpcConfiguration: Optional[VpcConfiguration]
+    ProcessingConfiguration: ProcessingConfiguration | None
+    CloudWatchLoggingOptions: CloudWatchLoggingOptions | None
+    VpcConfiguration: VpcConfiguration | None
 
 
 class VpcConfigurationDescription(TypedDict, total=False):
@@ -464,52 +464,52 @@ class VpcConfigurationDescription(TypedDict, total=False):
 class S3DestinationDescription(TypedDict, total=False):
     RoleARN: RoleARN
     BucketARN: BucketARN
-    Prefix: Optional[Prefix]
-    ErrorOutputPrefix: Optional[ErrorOutputPrefix]
+    Prefix: Prefix | None
+    ErrorOutputPrefix: ErrorOutputPrefix | None
     BufferingHints: BufferingHints
     CompressionFormat: CompressionFormat
     EncryptionConfiguration: EncryptionConfiguration
-    CloudWatchLoggingOptions: Optional[CloudWatchLoggingOptions]
+    CloudWatchLoggingOptions: CloudWatchLoggingOptions | None
 
 
 class AmazonOpenSearchServerlessDestinationDescription(TypedDict, total=False):
-    RoleARN: Optional[RoleARN]
-    CollectionEndpoint: Optional[AmazonOpenSearchServerlessCollectionEndpoint]
-    IndexName: Optional[AmazonOpenSearchServerlessIndexName]
-    BufferingHints: Optional[AmazonOpenSearchServerlessBufferingHints]
-    RetryOptions: Optional[AmazonOpenSearchServerlessRetryOptions]
-    S3BackupMode: Optional[AmazonOpenSearchServerlessS3BackupMode]
-    S3DestinationDescription: Optional[S3DestinationDescription]
-    ProcessingConfiguration: Optional[ProcessingConfiguration]
-    CloudWatchLoggingOptions: Optional[CloudWatchLoggingOptions]
-    VpcConfigurationDescription: Optional[VpcConfigurationDescription]
+    RoleARN: RoleARN | None
+    CollectionEndpoint: AmazonOpenSearchServerlessCollectionEndpoint | None
+    IndexName: AmazonOpenSearchServerlessIndexName | None
+    BufferingHints: AmazonOpenSearchServerlessBufferingHints | None
+    RetryOptions: AmazonOpenSearchServerlessRetryOptions | None
+    S3BackupMode: AmazonOpenSearchServerlessS3BackupMode | None
+    S3DestinationDescription: S3DestinationDescription | None
+    ProcessingConfiguration: ProcessingConfiguration | None
+    CloudWatchLoggingOptions: CloudWatchLoggingOptions | None
+    VpcConfigurationDescription: VpcConfigurationDescription | None
 
 
 class S3DestinationUpdate(TypedDict, total=False):
-    RoleARN: Optional[RoleARN]
-    BucketARN: Optional[BucketARN]
-    Prefix: Optional[Prefix]
-    ErrorOutputPrefix: Optional[ErrorOutputPrefix]
-    BufferingHints: Optional[BufferingHints]
-    CompressionFormat: Optional[CompressionFormat]
-    EncryptionConfiguration: Optional[EncryptionConfiguration]
-    CloudWatchLoggingOptions: Optional[CloudWatchLoggingOptions]
+    RoleARN: RoleARN | None
+    BucketARN: BucketARN | None
+    Prefix: Prefix | None
+    ErrorOutputPrefix: ErrorOutputPrefix | None
+    BufferingHints: BufferingHints | None
+    CompressionFormat: CompressionFormat | None
+    EncryptionConfiguration: EncryptionConfiguration | None
+    CloudWatchLoggingOptions: CloudWatchLoggingOptions | None
 
 
 class AmazonOpenSearchServerlessDestinationUpdate(TypedDict, total=False):
-    RoleARN: Optional[RoleARN]
-    CollectionEndpoint: Optional[AmazonOpenSearchServerlessCollectionEndpoint]
-    IndexName: Optional[AmazonOpenSearchServerlessIndexName]
-    BufferingHints: Optional[AmazonOpenSearchServerlessBufferingHints]
-    RetryOptions: Optional[AmazonOpenSearchServerlessRetryOptions]
-    S3Update: Optional[S3DestinationUpdate]
-    ProcessingConfiguration: Optional[ProcessingConfiguration]
-    CloudWatchLoggingOptions: Optional[CloudWatchLoggingOptions]
+    RoleARN: RoleARN | None
+    CollectionEndpoint: AmazonOpenSearchServerlessCollectionEndpoint | None
+    IndexName: AmazonOpenSearchServerlessIndexName | None
+    BufferingHints: AmazonOpenSearchServerlessBufferingHints | None
+    RetryOptions: AmazonOpenSearchServerlessRetryOptions | None
+    S3Update: S3DestinationUpdate | None
+    ProcessingConfiguration: ProcessingConfiguration | None
+    CloudWatchLoggingOptions: CloudWatchLoggingOptions | None
 
 
 class AmazonopensearchserviceBufferingHints(TypedDict, total=False):
-    IntervalInSeconds: Optional[AmazonopensearchserviceBufferingIntervalInSeconds]
-    SizeInMBs: Optional[AmazonopensearchserviceBufferingSizeInMBs]
+    IntervalInSeconds: AmazonopensearchserviceBufferingIntervalInSeconds | None
+    SizeInMBs: AmazonopensearchserviceBufferingSizeInMBs | None
 
 
 class DocumentIdOptions(TypedDict, total=False):
@@ -517,56 +517,56 @@ class DocumentIdOptions(TypedDict, total=False):
 
 
 class AmazonopensearchserviceRetryOptions(TypedDict, total=False):
-    DurationInSeconds: Optional[AmazonopensearchserviceRetryDurationInSeconds]
+    DurationInSeconds: AmazonopensearchserviceRetryDurationInSeconds | None
 
 
 class AmazonopensearchserviceDestinationConfiguration(TypedDict, total=False):
     RoleARN: RoleARN
-    DomainARN: Optional[AmazonopensearchserviceDomainARN]
-    ClusterEndpoint: Optional[AmazonopensearchserviceClusterEndpoint]
+    DomainARN: AmazonopensearchserviceDomainARN | None
+    ClusterEndpoint: AmazonopensearchserviceClusterEndpoint | None
     IndexName: AmazonopensearchserviceIndexName
-    TypeName: Optional[AmazonopensearchserviceTypeName]
-    IndexRotationPeriod: Optional[AmazonopensearchserviceIndexRotationPeriod]
-    BufferingHints: Optional[AmazonopensearchserviceBufferingHints]
-    RetryOptions: Optional[AmazonopensearchserviceRetryOptions]
-    S3BackupMode: Optional[AmazonopensearchserviceS3BackupMode]
+    TypeName: AmazonopensearchserviceTypeName | None
+    IndexRotationPeriod: AmazonopensearchserviceIndexRotationPeriod | None
+    BufferingHints: AmazonopensearchserviceBufferingHints | None
+    RetryOptions: AmazonopensearchserviceRetryOptions | None
+    S3BackupMode: AmazonopensearchserviceS3BackupMode | None
     S3Configuration: S3DestinationConfiguration
-    ProcessingConfiguration: Optional[ProcessingConfiguration]
-    CloudWatchLoggingOptions: Optional[CloudWatchLoggingOptions]
-    VpcConfiguration: Optional[VpcConfiguration]
-    DocumentIdOptions: Optional[DocumentIdOptions]
+    ProcessingConfiguration: ProcessingConfiguration | None
+    CloudWatchLoggingOptions: CloudWatchLoggingOptions | None
+    VpcConfiguration: VpcConfiguration | None
+    DocumentIdOptions: DocumentIdOptions | None
 
 
 class AmazonopensearchserviceDestinationDescription(TypedDict, total=False):
-    RoleARN: Optional[RoleARN]
-    DomainARN: Optional[AmazonopensearchserviceDomainARN]
-    ClusterEndpoint: Optional[AmazonopensearchserviceClusterEndpoint]
-    IndexName: Optional[AmazonopensearchserviceIndexName]
-    TypeName: Optional[AmazonopensearchserviceTypeName]
-    IndexRotationPeriod: Optional[AmazonopensearchserviceIndexRotationPeriod]
-    BufferingHints: Optional[AmazonopensearchserviceBufferingHints]
-    RetryOptions: Optional[AmazonopensearchserviceRetryOptions]
-    S3BackupMode: Optional[AmazonopensearchserviceS3BackupMode]
-    S3DestinationDescription: Optional[S3DestinationDescription]
-    ProcessingConfiguration: Optional[ProcessingConfiguration]
-    CloudWatchLoggingOptions: Optional[CloudWatchLoggingOptions]
-    VpcConfigurationDescription: Optional[VpcConfigurationDescription]
-    DocumentIdOptions: Optional[DocumentIdOptions]
+    RoleARN: RoleARN | None
+    DomainARN: AmazonopensearchserviceDomainARN | None
+    ClusterEndpoint: AmazonopensearchserviceClusterEndpoint | None
+    IndexName: AmazonopensearchserviceIndexName | None
+    TypeName: AmazonopensearchserviceTypeName | None
+    IndexRotationPeriod: AmazonopensearchserviceIndexRotationPeriod | None
+    BufferingHints: AmazonopensearchserviceBufferingHints | None
+    RetryOptions: AmazonopensearchserviceRetryOptions | None
+    S3BackupMode: AmazonopensearchserviceS3BackupMode | None
+    S3DestinationDescription: S3DestinationDescription | None
+    ProcessingConfiguration: ProcessingConfiguration | None
+    CloudWatchLoggingOptions: CloudWatchLoggingOptions | None
+    VpcConfigurationDescription: VpcConfigurationDescription | None
+    DocumentIdOptions: DocumentIdOptions | None
 
 
 class AmazonopensearchserviceDestinationUpdate(TypedDict, total=False):
-    RoleARN: Optional[RoleARN]
-    DomainARN: Optional[AmazonopensearchserviceDomainARN]
-    ClusterEndpoint: Optional[AmazonopensearchserviceClusterEndpoint]
-    IndexName: Optional[AmazonopensearchserviceIndexName]
-    TypeName: Optional[AmazonopensearchserviceTypeName]
-    IndexRotationPeriod: Optional[AmazonopensearchserviceIndexRotationPeriod]
-    BufferingHints: Optional[AmazonopensearchserviceBufferingHints]
-    RetryOptions: Optional[AmazonopensearchserviceRetryOptions]
-    S3Update: Optional[S3DestinationUpdate]
-    ProcessingConfiguration: Optional[ProcessingConfiguration]
-    CloudWatchLoggingOptions: Optional[CloudWatchLoggingOptions]
-    DocumentIdOptions: Optional[DocumentIdOptions]
+    RoleARN: RoleARN | None
+    DomainARN: AmazonopensearchserviceDomainARN | None
+    ClusterEndpoint: AmazonopensearchserviceClusterEndpoint | None
+    IndexName: AmazonopensearchserviceIndexName | None
+    TypeName: AmazonopensearchserviceTypeName | None
+    IndexRotationPeriod: AmazonopensearchserviceIndexRotationPeriod | None
+    BufferingHints: AmazonopensearchserviceBufferingHints | None
+    RetryOptions: AmazonopensearchserviceRetryOptions | None
+    S3Update: S3DestinationUpdate | None
+    ProcessingConfiguration: ProcessingConfiguration | None
+    CloudWatchLoggingOptions: CloudWatchLoggingOptions | None
+    DocumentIdOptions: DocumentIdOptions | None
 
 
 class AuthenticationConfiguration(TypedDict, total=False):
@@ -575,17 +575,17 @@ class AuthenticationConfiguration(TypedDict, total=False):
 
 
 class CatalogConfiguration(TypedDict, total=False):
-    CatalogARN: Optional[GlueDataCatalogARN]
-    WarehouseLocation: Optional[WarehouseLocation]
+    CatalogARN: GlueDataCatalogARN | None
+    WarehouseLocation: WarehouseLocation | None
 
 
-ColumnToJsonKeyMappings = Dict[NonEmptyStringWithoutWhitespace, NonEmptyString]
+ColumnToJsonKeyMappings = dict[NonEmptyStringWithoutWhitespace, NonEmptyString]
 
 
 class CopyCommand(TypedDict, total=False):
     DataTableName: DataTableName
-    DataTableColumns: Optional[DataTableColumns]
-    CopyOptions: Optional[CopyOptions]
+    DataTableColumns: DataTableColumns | None
+    CopyOptions: CopyOptions | None
 
 
 class DatabaseSourceVPCConfiguration(TypedDict, total=False):
@@ -593,8 +593,8 @@ class DatabaseSourceVPCConfiguration(TypedDict, total=False):
 
 
 class SecretsManagerConfiguration(TypedDict, total=False):
-    SecretARN: Optional[SecretARN]
-    RoleARN: Optional[RoleARN]
+    SecretARN: SecretARN | None
+    RoleARN: RoleARN | None
     Enabled: BooleanObject
 
 
@@ -602,47 +602,47 @@ class DatabaseSourceAuthenticationConfiguration(TypedDict, total=False):
     SecretsManagerConfiguration: SecretsManagerConfiguration
 
 
-DatabaseSurrogateKeyList = List[NonEmptyStringWithoutWhitespace]
-DatabaseColumnIncludeOrExcludeList = List[DatabaseColumnName]
+DatabaseSurrogateKeyList = list[NonEmptyStringWithoutWhitespace]
+DatabaseColumnIncludeOrExcludeList = list[DatabaseColumnName]
 
 
 class DatabaseColumnList(TypedDict, total=False):
-    Include: Optional[DatabaseColumnIncludeOrExcludeList]
-    Exclude: Optional[DatabaseColumnIncludeOrExcludeList]
+    Include: DatabaseColumnIncludeOrExcludeList | None
+    Exclude: DatabaseColumnIncludeOrExcludeList | None
 
 
-DatabaseTableIncludeOrExcludeList = List[DatabaseTableName]
+DatabaseTableIncludeOrExcludeList = list[DatabaseTableName]
 
 
 class DatabaseTableList(TypedDict, total=False):
-    Include: Optional[DatabaseTableIncludeOrExcludeList]
-    Exclude: Optional[DatabaseTableIncludeOrExcludeList]
+    Include: DatabaseTableIncludeOrExcludeList | None
+    Exclude: DatabaseTableIncludeOrExcludeList | None
 
 
-DatabaseIncludeOrExcludeList = List[DatabaseName]
+DatabaseIncludeOrExcludeList = list[DatabaseName]
 
 
 class DatabaseList(TypedDict, total=False):
-    Include: Optional[DatabaseIncludeOrExcludeList]
-    Exclude: Optional[DatabaseIncludeOrExcludeList]
+    Include: DatabaseIncludeOrExcludeList | None
+    Exclude: DatabaseIncludeOrExcludeList | None
 
 
 class DatabaseSourceConfiguration(TypedDict, total=False):
     Type: DatabaseType
     Endpoint: DatabaseEndpoint
     Port: DatabasePort
-    SSLMode: Optional[SSLMode]
+    SSLMode: SSLMode | None
     Databases: DatabaseList
     Tables: DatabaseTableList
-    Columns: Optional[DatabaseColumnList]
-    SurrogateKeys: Optional[DatabaseSurrogateKeyList]
+    Columns: DatabaseColumnList | None
+    SurrogateKeys: DatabaseSurrogateKeyList | None
     SnapshotWatermarkTable: DatabaseTableName
     DatabaseSourceAuthenticationConfiguration: DatabaseSourceAuthenticationConfiguration
     DatabaseSourceVPCConfiguration: DatabaseSourceVPCConfiguration
 
 
 class RetryOptions(TypedDict, total=False):
-    DurationInSeconds: Optional[RetryDurationInSeconds]
+    DurationInSeconds: RetryDurationInSeconds | None
 
 
 class TableCreationConfiguration(TypedDict, total=False):
@@ -657,49 +657,49 @@ class PartitionField(TypedDict, total=False):
     SourceName: NonEmptyStringWithoutWhitespace
 
 
-PartitionFields = List[PartitionField]
+PartitionFields = list[PartitionField]
 
 
 class PartitionSpec(TypedDict, total=False):
-    Identity: Optional[PartitionFields]
+    Identity: PartitionFields | None
 
 
-ListOfNonEmptyStringsWithoutWhitespace = List[NonEmptyStringWithoutWhitespace]
+ListOfNonEmptyStringsWithoutWhitespace = list[NonEmptyStringWithoutWhitespace]
 
 
 class DestinationTableConfiguration(TypedDict, total=False):
     DestinationTableName: StringWithLettersDigitsUnderscoresDots
     DestinationDatabaseName: StringWithLettersDigitsUnderscoresDots
-    UniqueKeys: Optional[ListOfNonEmptyStringsWithoutWhitespace]
-    PartitionSpec: Optional[PartitionSpec]
-    S3ErrorOutputPrefix: Optional[ErrorOutputPrefix]
+    UniqueKeys: ListOfNonEmptyStringsWithoutWhitespace | None
+    PartitionSpec: PartitionSpec | None
+    S3ErrorOutputPrefix: ErrorOutputPrefix | None
 
 
-DestinationTableConfigurationList = List[DestinationTableConfiguration]
+DestinationTableConfigurationList = list[DestinationTableConfiguration]
 
 
 class IcebergDestinationConfiguration(TypedDict, total=False):
-    DestinationTableConfigurationList: Optional[DestinationTableConfigurationList]
-    SchemaEvolutionConfiguration: Optional[SchemaEvolutionConfiguration]
-    TableCreationConfiguration: Optional[TableCreationConfiguration]
-    BufferingHints: Optional[BufferingHints]
-    CloudWatchLoggingOptions: Optional[CloudWatchLoggingOptions]
-    ProcessingConfiguration: Optional[ProcessingConfiguration]
-    S3BackupMode: Optional[IcebergS3BackupMode]
-    RetryOptions: Optional[RetryOptions]
+    DestinationTableConfigurationList: DestinationTableConfigurationList | None
+    SchemaEvolutionConfiguration: SchemaEvolutionConfiguration | None
+    TableCreationConfiguration: TableCreationConfiguration | None
+    BufferingHints: BufferingHints | None
+    CloudWatchLoggingOptions: CloudWatchLoggingOptions | None
+    ProcessingConfiguration: ProcessingConfiguration | None
+    S3BackupMode: IcebergS3BackupMode | None
+    RetryOptions: RetryOptions | None
     RoleARN: RoleARN
-    AppendOnly: Optional[BooleanObject]
+    AppendOnly: BooleanObject | None
     CatalogConfiguration: CatalogConfiguration
     S3Configuration: S3DestinationConfiguration
 
 
 class SnowflakeBufferingHints(TypedDict, total=False):
-    SizeInMBs: Optional[SnowflakeBufferingSizeInMBs]
-    IntervalInSeconds: Optional[SnowflakeBufferingIntervalInSeconds]
+    SizeInMBs: SnowflakeBufferingSizeInMBs | None
+    IntervalInSeconds: SnowflakeBufferingIntervalInSeconds | None
 
 
 class SnowflakeRetryOptions(TypedDict, total=False):
-    DurationInSeconds: Optional[SnowflakeRetryDurationInSeconds]
+    DurationInSeconds: SnowflakeRetryDurationInSeconds | None
 
 
 class SnowflakeVpcConfiguration(TypedDict, total=False):
@@ -707,31 +707,31 @@ class SnowflakeVpcConfiguration(TypedDict, total=False):
 
 
 class SnowflakeRoleConfiguration(TypedDict, total=False):
-    Enabled: Optional[BooleanObject]
-    SnowflakeRole: Optional[SnowflakeRole]
+    Enabled: BooleanObject | None
+    SnowflakeRole: SnowflakeRole | None
 
 
 class SnowflakeDestinationConfiguration(TypedDict, total=False):
     AccountUrl: SnowflakeAccountUrl
-    PrivateKey: Optional[SnowflakePrivateKey]
-    KeyPassphrase: Optional[SnowflakeKeyPassphrase]
-    User: Optional[SnowflakeUser]
+    PrivateKey: SnowflakePrivateKey | None
+    KeyPassphrase: SnowflakeKeyPassphrase | None
+    User: SnowflakeUser | None
     Database: SnowflakeDatabase
     Schema: SnowflakeSchema
     Table: SnowflakeTable
-    SnowflakeRoleConfiguration: Optional[SnowflakeRoleConfiguration]
-    DataLoadingOption: Optional[SnowflakeDataLoadingOption]
-    MetaDataColumnName: Optional[SnowflakeMetaDataColumnName]
-    ContentColumnName: Optional[SnowflakeContentColumnName]
-    SnowflakeVpcConfiguration: Optional[SnowflakeVpcConfiguration]
-    CloudWatchLoggingOptions: Optional[CloudWatchLoggingOptions]
-    ProcessingConfiguration: Optional[ProcessingConfiguration]
+    SnowflakeRoleConfiguration: SnowflakeRoleConfiguration | None
+    DataLoadingOption: SnowflakeDataLoadingOption | None
+    MetaDataColumnName: SnowflakeMetaDataColumnName | None
+    ContentColumnName: SnowflakeContentColumnName | None
+    SnowflakeVpcConfiguration: SnowflakeVpcConfiguration | None
+    CloudWatchLoggingOptions: CloudWatchLoggingOptions | None
+    ProcessingConfiguration: ProcessingConfiguration | None
     RoleARN: RoleARN
-    RetryOptions: Optional[SnowflakeRetryOptions]
-    S3BackupMode: Optional[SnowflakeS3BackupMode]
+    RetryOptions: SnowflakeRetryOptions | None
+    S3BackupMode: SnowflakeS3BackupMode | None
     S3Configuration: S3DestinationConfiguration
-    SecretsManagerConfiguration: Optional[SecretsManagerConfiguration]
-    BufferingHints: Optional[SnowflakeBufferingHints]
+    SecretsManagerConfiguration: SecretsManagerConfiguration | None
+    BufferingHints: SnowflakeBufferingHints | None
 
 
 ReadFromTimestamp = datetime
@@ -741,19 +741,19 @@ class MSKSourceConfiguration(TypedDict, total=False):
     MSKClusterARN: MSKClusterARN
     TopicName: TopicName
     AuthenticationConfiguration: AuthenticationConfiguration
-    ReadFromTimestamp: Optional[ReadFromTimestamp]
+    ReadFromTimestamp: ReadFromTimestamp | None
 
 
 class Tag(TypedDict, total=False):
     Key: TagKey
-    Value: Optional[TagValue]
+    Value: TagValue | None
 
 
-TagDeliveryStreamInputTagList = List[Tag]
+TagDeliveryStreamInputTagList = list[Tag]
 
 
 class HttpEndpointRetryOptions(TypedDict, total=False):
-    DurationInSeconds: Optional[HttpEndpointRetryDurationInSeconds]
+    DurationInSeconds: HttpEndpointRetryDurationInSeconds | None
 
 
 class HttpEndpointCommonAttribute(TypedDict, total=False):
@@ -761,200 +761,200 @@ class HttpEndpointCommonAttribute(TypedDict, total=False):
     AttributeValue: HttpEndpointAttributeValue
 
 
-HttpEndpointCommonAttributesList = List[HttpEndpointCommonAttribute]
+HttpEndpointCommonAttributesList = list[HttpEndpointCommonAttribute]
 
 
 class HttpEndpointRequestConfiguration(TypedDict, total=False):
-    ContentEncoding: Optional[ContentEncoding]
-    CommonAttributes: Optional[HttpEndpointCommonAttributesList]
+    ContentEncoding: ContentEncoding | None
+    CommonAttributes: HttpEndpointCommonAttributesList | None
 
 
 class HttpEndpointBufferingHints(TypedDict, total=False):
-    SizeInMBs: Optional[HttpEndpointBufferingSizeInMBs]
-    IntervalInSeconds: Optional[HttpEndpointBufferingIntervalInSeconds]
+    SizeInMBs: HttpEndpointBufferingSizeInMBs | None
+    IntervalInSeconds: HttpEndpointBufferingIntervalInSeconds | None
 
 
 class HttpEndpointConfiguration(TypedDict, total=False):
     Url: HttpEndpointUrl
-    Name: Optional[HttpEndpointName]
-    AccessKey: Optional[HttpEndpointAccessKey]
+    Name: HttpEndpointName | None
+    AccessKey: HttpEndpointAccessKey | None
 
 
 class HttpEndpointDestinationConfiguration(TypedDict, total=False):
     EndpointConfiguration: HttpEndpointConfiguration
-    BufferingHints: Optional[HttpEndpointBufferingHints]
-    CloudWatchLoggingOptions: Optional[CloudWatchLoggingOptions]
-    RequestConfiguration: Optional[HttpEndpointRequestConfiguration]
-    ProcessingConfiguration: Optional[ProcessingConfiguration]
-    RoleARN: Optional[RoleARN]
-    RetryOptions: Optional[HttpEndpointRetryOptions]
-    S3BackupMode: Optional[HttpEndpointS3BackupMode]
+    BufferingHints: HttpEndpointBufferingHints | None
+    CloudWatchLoggingOptions: CloudWatchLoggingOptions | None
+    RequestConfiguration: HttpEndpointRequestConfiguration | None
+    ProcessingConfiguration: ProcessingConfiguration | None
+    RoleARN: RoleARN | None
+    RetryOptions: HttpEndpointRetryOptions | None
+    S3BackupMode: HttpEndpointS3BackupMode | None
     S3Configuration: S3DestinationConfiguration
-    SecretsManagerConfiguration: Optional[SecretsManagerConfiguration]
+    SecretsManagerConfiguration: SecretsManagerConfiguration | None
 
 
 class SplunkBufferingHints(TypedDict, total=False):
-    IntervalInSeconds: Optional[SplunkBufferingIntervalInSeconds]
-    SizeInMBs: Optional[SplunkBufferingSizeInMBs]
+    IntervalInSeconds: SplunkBufferingIntervalInSeconds | None
+    SizeInMBs: SplunkBufferingSizeInMBs | None
 
 
 class SplunkRetryOptions(TypedDict, total=False):
-    DurationInSeconds: Optional[SplunkRetryDurationInSeconds]
+    DurationInSeconds: SplunkRetryDurationInSeconds | None
 
 
 class SplunkDestinationConfiguration(TypedDict, total=False):
     HECEndpoint: HECEndpoint
     HECEndpointType: HECEndpointType
-    HECToken: Optional[HECToken]
-    HECAcknowledgmentTimeoutInSeconds: Optional[HECAcknowledgmentTimeoutInSeconds]
-    RetryOptions: Optional[SplunkRetryOptions]
-    S3BackupMode: Optional[SplunkS3BackupMode]
+    HECToken: HECToken | None
+    HECAcknowledgmentTimeoutInSeconds: HECAcknowledgmentTimeoutInSeconds | None
+    RetryOptions: SplunkRetryOptions | None
+    S3BackupMode: SplunkS3BackupMode | None
     S3Configuration: S3DestinationConfiguration
-    ProcessingConfiguration: Optional[ProcessingConfiguration]
-    CloudWatchLoggingOptions: Optional[CloudWatchLoggingOptions]
-    BufferingHints: Optional[SplunkBufferingHints]
-    SecretsManagerConfiguration: Optional[SecretsManagerConfiguration]
+    ProcessingConfiguration: ProcessingConfiguration | None
+    CloudWatchLoggingOptions: CloudWatchLoggingOptions | None
+    BufferingHints: SplunkBufferingHints | None
+    SecretsManagerConfiguration: SecretsManagerConfiguration | None
 
 
 class ElasticsearchRetryOptions(TypedDict, total=False):
-    DurationInSeconds: Optional[ElasticsearchRetryDurationInSeconds]
+    DurationInSeconds: ElasticsearchRetryDurationInSeconds | None
 
 
 class ElasticsearchBufferingHints(TypedDict, total=False):
-    IntervalInSeconds: Optional[ElasticsearchBufferingIntervalInSeconds]
-    SizeInMBs: Optional[ElasticsearchBufferingSizeInMBs]
+    IntervalInSeconds: ElasticsearchBufferingIntervalInSeconds | None
+    SizeInMBs: ElasticsearchBufferingSizeInMBs | None
 
 
 class ElasticsearchDestinationConfiguration(TypedDict, total=False):
     RoleARN: RoleARN
-    DomainARN: Optional[ElasticsearchDomainARN]
-    ClusterEndpoint: Optional[ElasticsearchClusterEndpoint]
+    DomainARN: ElasticsearchDomainARN | None
+    ClusterEndpoint: ElasticsearchClusterEndpoint | None
     IndexName: ElasticsearchIndexName
-    TypeName: Optional[ElasticsearchTypeName]
-    IndexRotationPeriod: Optional[ElasticsearchIndexRotationPeriod]
-    BufferingHints: Optional[ElasticsearchBufferingHints]
-    RetryOptions: Optional[ElasticsearchRetryOptions]
-    S3BackupMode: Optional[ElasticsearchS3BackupMode]
+    TypeName: ElasticsearchTypeName | None
+    IndexRotationPeriod: ElasticsearchIndexRotationPeriod | None
+    BufferingHints: ElasticsearchBufferingHints | None
+    RetryOptions: ElasticsearchRetryOptions | None
+    S3BackupMode: ElasticsearchS3BackupMode | None
     S3Configuration: S3DestinationConfiguration
-    ProcessingConfiguration: Optional[ProcessingConfiguration]
-    CloudWatchLoggingOptions: Optional[CloudWatchLoggingOptions]
-    VpcConfiguration: Optional[VpcConfiguration]
-    DocumentIdOptions: Optional[DocumentIdOptions]
+    ProcessingConfiguration: ProcessingConfiguration | None
+    CloudWatchLoggingOptions: CloudWatchLoggingOptions | None
+    VpcConfiguration: VpcConfiguration | None
+    DocumentIdOptions: DocumentIdOptions | None
 
 
 class RedshiftRetryOptions(TypedDict, total=False):
-    DurationInSeconds: Optional[RedshiftRetryDurationInSeconds]
+    DurationInSeconds: RedshiftRetryDurationInSeconds | None
 
 
 class RedshiftDestinationConfiguration(TypedDict, total=False):
     RoleARN: RoleARN
     ClusterJDBCURL: ClusterJDBCURL
     CopyCommand: CopyCommand
-    Username: Optional[Username]
-    Password: Optional[Password]
-    RetryOptions: Optional[RedshiftRetryOptions]
+    Username: Username | None
+    Password: Password | None
+    RetryOptions: RedshiftRetryOptions | None
     S3Configuration: S3DestinationConfiguration
-    ProcessingConfiguration: Optional[ProcessingConfiguration]
-    S3BackupMode: Optional[RedshiftS3BackupMode]
-    S3BackupConfiguration: Optional[S3DestinationConfiguration]
-    CloudWatchLoggingOptions: Optional[CloudWatchLoggingOptions]
-    SecretsManagerConfiguration: Optional[SecretsManagerConfiguration]
+    ProcessingConfiguration: ProcessingConfiguration | None
+    S3BackupMode: RedshiftS3BackupMode | None
+    S3BackupConfiguration: S3DestinationConfiguration | None
+    CloudWatchLoggingOptions: CloudWatchLoggingOptions | None
+    SecretsManagerConfiguration: SecretsManagerConfiguration | None
 
 
 class DynamicPartitioningConfiguration(TypedDict, total=False):
-    RetryOptions: Optional[RetryOptions]
-    Enabled: Optional[BooleanObject]
+    RetryOptions: RetryOptions | None
+    Enabled: BooleanObject | None
 
 
 class OrcSerDe(TypedDict, total=False):
-    StripeSizeBytes: Optional[OrcStripeSizeBytes]
-    BlockSizeBytes: Optional[BlockSizeBytes]
-    RowIndexStride: Optional[OrcRowIndexStride]
-    EnablePadding: Optional[BooleanObject]
-    PaddingTolerance: Optional[Proportion]
-    Compression: Optional[OrcCompression]
-    BloomFilterColumns: Optional[ListOfNonEmptyStringsWithoutWhitespace]
-    BloomFilterFalsePositiveProbability: Optional[Proportion]
-    DictionaryKeyThreshold: Optional[Proportion]
-    FormatVersion: Optional[OrcFormatVersion]
+    StripeSizeBytes: OrcStripeSizeBytes | None
+    BlockSizeBytes: BlockSizeBytes | None
+    RowIndexStride: OrcRowIndexStride | None
+    EnablePadding: BooleanObject | None
+    PaddingTolerance: Proportion | None
+    Compression: OrcCompression | None
+    BloomFilterColumns: ListOfNonEmptyStringsWithoutWhitespace | None
+    BloomFilterFalsePositiveProbability: Proportion | None
+    DictionaryKeyThreshold: Proportion | None
+    FormatVersion: OrcFormatVersion | None
 
 
 class ParquetSerDe(TypedDict, total=False):
-    BlockSizeBytes: Optional[BlockSizeBytes]
-    PageSizeBytes: Optional[ParquetPageSizeBytes]
-    Compression: Optional[ParquetCompression]
-    EnableDictionaryCompression: Optional[BooleanObject]
-    MaxPaddingBytes: Optional[NonNegativeIntegerObject]
-    WriterVersion: Optional[ParquetWriterVersion]
+    BlockSizeBytes: BlockSizeBytes | None
+    PageSizeBytes: ParquetPageSizeBytes | None
+    Compression: ParquetCompression | None
+    EnableDictionaryCompression: BooleanObject | None
+    MaxPaddingBytes: NonNegativeIntegerObject | None
+    WriterVersion: ParquetWriterVersion | None
 
 
 class Serializer(TypedDict, total=False):
-    ParquetSerDe: Optional[ParquetSerDe]
-    OrcSerDe: Optional[OrcSerDe]
+    ParquetSerDe: ParquetSerDe | None
+    OrcSerDe: OrcSerDe | None
 
 
 class OutputFormatConfiguration(TypedDict, total=False):
-    Serializer: Optional[Serializer]
+    Serializer: Serializer | None
 
 
-ListOfNonEmptyStrings = List[NonEmptyString]
+ListOfNonEmptyStrings = list[NonEmptyString]
 
 
 class HiveJsonSerDe(TypedDict, total=False):
-    TimestampFormats: Optional[ListOfNonEmptyStrings]
+    TimestampFormats: ListOfNonEmptyStrings | None
 
 
 class OpenXJsonSerDe(TypedDict, total=False):
-    ConvertDotsInJsonKeysToUnderscores: Optional[BooleanObject]
-    CaseInsensitive: Optional[BooleanObject]
-    ColumnToJsonKeyMappings: Optional[ColumnToJsonKeyMappings]
+    ConvertDotsInJsonKeysToUnderscores: BooleanObject | None
+    CaseInsensitive: BooleanObject | None
+    ColumnToJsonKeyMappings: ColumnToJsonKeyMappings | None
 
 
 class Deserializer(TypedDict, total=False):
-    OpenXJsonSerDe: Optional[OpenXJsonSerDe]
-    HiveJsonSerDe: Optional[HiveJsonSerDe]
+    OpenXJsonSerDe: OpenXJsonSerDe | None
+    HiveJsonSerDe: HiveJsonSerDe | None
 
 
 class InputFormatConfiguration(TypedDict, total=False):
-    Deserializer: Optional[Deserializer]
+    Deserializer: Deserializer | None
 
 
 class SchemaConfiguration(TypedDict, total=False):
-    RoleARN: Optional[NonEmptyStringWithoutWhitespace]
-    CatalogId: Optional[NonEmptyStringWithoutWhitespace]
-    DatabaseName: Optional[NonEmptyStringWithoutWhitespace]
-    TableName: Optional[NonEmptyStringWithoutWhitespace]
-    Region: Optional[NonEmptyStringWithoutWhitespace]
-    VersionId: Optional[NonEmptyStringWithoutWhitespace]
+    RoleARN: NonEmptyStringWithoutWhitespace | None
+    CatalogId: NonEmptyStringWithoutWhitespace | None
+    DatabaseName: NonEmptyStringWithoutWhitespace | None
+    TableName: NonEmptyStringWithoutWhitespace | None
+    Region: NonEmptyStringWithoutWhitespace | None
+    VersionId: NonEmptyStringWithoutWhitespace | None
 
 
 class DataFormatConversionConfiguration(TypedDict, total=False):
-    SchemaConfiguration: Optional[SchemaConfiguration]
-    InputFormatConfiguration: Optional[InputFormatConfiguration]
-    OutputFormatConfiguration: Optional[OutputFormatConfiguration]
-    Enabled: Optional[BooleanObject]
+    SchemaConfiguration: SchemaConfiguration | None
+    InputFormatConfiguration: InputFormatConfiguration | None
+    OutputFormatConfiguration: OutputFormatConfiguration | None
+    Enabled: BooleanObject | None
 
 
 class ExtendedS3DestinationConfiguration(TypedDict, total=False):
     RoleARN: RoleARN
     BucketARN: BucketARN
-    Prefix: Optional[Prefix]
-    ErrorOutputPrefix: Optional[ErrorOutputPrefix]
-    BufferingHints: Optional[BufferingHints]
-    CompressionFormat: Optional[CompressionFormat]
-    EncryptionConfiguration: Optional[EncryptionConfiguration]
-    CloudWatchLoggingOptions: Optional[CloudWatchLoggingOptions]
-    ProcessingConfiguration: Optional[ProcessingConfiguration]
-    S3BackupMode: Optional[S3BackupMode]
-    S3BackupConfiguration: Optional[S3DestinationConfiguration]
-    DataFormatConversionConfiguration: Optional[DataFormatConversionConfiguration]
-    DynamicPartitioningConfiguration: Optional[DynamicPartitioningConfiguration]
-    FileExtension: Optional[FileExtension]
-    CustomTimeZone: Optional[CustomTimeZone]
+    Prefix: Prefix | None
+    ErrorOutputPrefix: ErrorOutputPrefix | None
+    BufferingHints: BufferingHints | None
+    CompressionFormat: CompressionFormat | None
+    EncryptionConfiguration: EncryptionConfiguration | None
+    CloudWatchLoggingOptions: CloudWatchLoggingOptions | None
+    ProcessingConfiguration: ProcessingConfiguration | None
+    S3BackupMode: S3BackupMode | None
+    S3BackupConfiguration: S3DestinationConfiguration | None
+    DataFormatConversionConfiguration: DataFormatConversionConfiguration | None
+    DynamicPartitioningConfiguration: DynamicPartitioningConfiguration | None
+    FileExtension: FileExtension | None
+    CustomTimeZone: CustomTimeZone | None
 
 
 class DeliveryStreamEncryptionConfigurationInput(TypedDict, total=False):
-    KeyARN: Optional[AWSKMSKeyARN]
+    KeyARN: AWSKMSKeyARN | None
     KeyType: KeyType
 
 
@@ -969,31 +969,31 @@ class DirectPutSourceConfiguration(TypedDict, total=False):
 
 class CreateDeliveryStreamInput(ServiceRequest):
     DeliveryStreamName: DeliveryStreamName
-    DeliveryStreamType: Optional[DeliveryStreamType]
-    DirectPutSourceConfiguration: Optional[DirectPutSourceConfiguration]
-    KinesisStreamSourceConfiguration: Optional[KinesisStreamSourceConfiguration]
-    DeliveryStreamEncryptionConfigurationInput: Optional[DeliveryStreamEncryptionConfigurationInput]
-    S3DestinationConfiguration: Optional[S3DestinationConfiguration]
-    ExtendedS3DestinationConfiguration: Optional[ExtendedS3DestinationConfiguration]
-    RedshiftDestinationConfiguration: Optional[RedshiftDestinationConfiguration]
-    ElasticsearchDestinationConfiguration: Optional[ElasticsearchDestinationConfiguration]
-    AmazonopensearchserviceDestinationConfiguration: Optional[
-        AmazonopensearchserviceDestinationConfiguration
-    ]
-    SplunkDestinationConfiguration: Optional[SplunkDestinationConfiguration]
-    HttpEndpointDestinationConfiguration: Optional[HttpEndpointDestinationConfiguration]
-    Tags: Optional[TagDeliveryStreamInputTagList]
-    AmazonOpenSearchServerlessDestinationConfiguration: Optional[
-        AmazonOpenSearchServerlessDestinationConfiguration
-    ]
-    MSKSourceConfiguration: Optional[MSKSourceConfiguration]
-    SnowflakeDestinationConfiguration: Optional[SnowflakeDestinationConfiguration]
-    IcebergDestinationConfiguration: Optional[IcebergDestinationConfiguration]
-    DatabaseSourceConfiguration: Optional[DatabaseSourceConfiguration]
+    DeliveryStreamType: DeliveryStreamType | None
+    DirectPutSourceConfiguration: DirectPutSourceConfiguration | None
+    KinesisStreamSourceConfiguration: KinesisStreamSourceConfiguration | None
+    DeliveryStreamEncryptionConfigurationInput: DeliveryStreamEncryptionConfigurationInput | None
+    S3DestinationConfiguration: S3DestinationConfiguration | None
+    ExtendedS3DestinationConfiguration: ExtendedS3DestinationConfiguration | None
+    RedshiftDestinationConfiguration: RedshiftDestinationConfiguration | None
+    ElasticsearchDestinationConfiguration: ElasticsearchDestinationConfiguration | None
+    AmazonopensearchserviceDestinationConfiguration: (
+        AmazonopensearchserviceDestinationConfiguration | None
+    )
+    SplunkDestinationConfiguration: SplunkDestinationConfiguration | None
+    HttpEndpointDestinationConfiguration: HttpEndpointDestinationConfiguration | None
+    Tags: TagDeliveryStreamInputTagList | None
+    AmazonOpenSearchServerlessDestinationConfiguration: (
+        AmazonOpenSearchServerlessDestinationConfiguration | None
+    )
+    MSKSourceConfiguration: MSKSourceConfiguration | None
+    SnowflakeDestinationConfiguration: SnowflakeDestinationConfiguration | None
+    IcebergDestinationConfiguration: IcebergDestinationConfiguration | None
+    DatabaseSourceConfiguration: DatabaseSourceConfiguration | None
 
 
 class CreateDeliveryStreamOutput(TypedDict, total=False):
-    DeliveryStreamARN: Optional[DeliveryStreamARN]
+    DeliveryStreamARN: DeliveryStreamARN | None
 
 
 Data = bytes
@@ -1013,30 +1013,30 @@ class DatabaseSnapshotInfo(TypedDict, total=False):
     RequestTimestamp: Timestamp
     RequestedBy: SnapshotRequestedBy
     Status: SnapshotStatus
-    FailureDescription: Optional[FailureDescription]
+    FailureDescription: FailureDescription | None
 
 
-DatabaseSnapshotInfoList = List[DatabaseSnapshotInfo]
+DatabaseSnapshotInfoList = list[DatabaseSnapshotInfo]
 
 
 class DatabaseSourceDescription(TypedDict, total=False):
-    Type: Optional[DatabaseType]
-    Endpoint: Optional[DatabaseEndpoint]
-    Port: Optional[DatabasePort]
-    SSLMode: Optional[SSLMode]
-    Databases: Optional[DatabaseList]
-    Tables: Optional[DatabaseTableList]
-    Columns: Optional[DatabaseColumnList]
-    SurrogateKeys: Optional[DatabaseColumnIncludeOrExcludeList]
-    SnapshotWatermarkTable: Optional[DatabaseTableName]
-    SnapshotInfo: Optional[DatabaseSnapshotInfoList]
-    DatabaseSourceAuthenticationConfiguration: Optional[DatabaseSourceAuthenticationConfiguration]
-    DatabaseSourceVPCConfiguration: Optional[DatabaseSourceVPCConfiguration]
+    Type: DatabaseType | None
+    Endpoint: DatabaseEndpoint | None
+    Port: DatabasePort | None
+    SSLMode: SSLMode | None
+    Databases: DatabaseList | None
+    Tables: DatabaseTableList | None
+    Columns: DatabaseColumnList | None
+    SurrogateKeys: DatabaseColumnIncludeOrExcludeList | None
+    SnapshotWatermarkTable: DatabaseTableName | None
+    SnapshotInfo: DatabaseSnapshotInfoList | None
+    DatabaseSourceAuthenticationConfiguration: DatabaseSourceAuthenticationConfiguration | None
+    DatabaseSourceVPCConfiguration: DatabaseSourceVPCConfiguration | None
 
 
 class DeleteDeliveryStreamInput(ServiceRequest):
     DeliveryStreamName: DeliveryStreamName
-    AllowForceDelete: Optional[BooleanObject]
+    AllowForceDelete: BooleanObject | None
 
 
 class DeleteDeliveryStreamOutput(TypedDict, total=False):
@@ -1047,197 +1047,197 @@ class DeleteDeliveryStreamOutput(TypedDict, total=False):
 
 
 class IcebergDestinationDescription(TypedDict, total=False):
-    DestinationTableConfigurationList: Optional[DestinationTableConfigurationList]
-    SchemaEvolutionConfiguration: Optional[SchemaEvolutionConfiguration]
-    TableCreationConfiguration: Optional[TableCreationConfiguration]
-    BufferingHints: Optional[BufferingHints]
-    CloudWatchLoggingOptions: Optional[CloudWatchLoggingOptions]
-    ProcessingConfiguration: Optional[ProcessingConfiguration]
-    S3BackupMode: Optional[IcebergS3BackupMode]
-    RetryOptions: Optional[RetryOptions]
-    RoleARN: Optional[RoleARN]
-    AppendOnly: Optional[BooleanObject]
-    CatalogConfiguration: Optional[CatalogConfiguration]
-    S3DestinationDescription: Optional[S3DestinationDescription]
+    DestinationTableConfigurationList: DestinationTableConfigurationList | None
+    SchemaEvolutionConfiguration: SchemaEvolutionConfiguration | None
+    TableCreationConfiguration: TableCreationConfiguration | None
+    BufferingHints: BufferingHints | None
+    CloudWatchLoggingOptions: CloudWatchLoggingOptions | None
+    ProcessingConfiguration: ProcessingConfiguration | None
+    S3BackupMode: IcebergS3BackupMode | None
+    RetryOptions: RetryOptions | None
+    RoleARN: RoleARN | None
+    AppendOnly: BooleanObject | None
+    CatalogConfiguration: CatalogConfiguration | None
+    S3DestinationDescription: S3DestinationDescription | None
 
 
 class SnowflakeDestinationDescription(TypedDict, total=False):
-    AccountUrl: Optional[SnowflakeAccountUrl]
-    User: Optional[SnowflakeUser]
-    Database: Optional[SnowflakeDatabase]
-    Schema: Optional[SnowflakeSchema]
-    Table: Optional[SnowflakeTable]
-    SnowflakeRoleConfiguration: Optional[SnowflakeRoleConfiguration]
-    DataLoadingOption: Optional[SnowflakeDataLoadingOption]
-    MetaDataColumnName: Optional[SnowflakeMetaDataColumnName]
-    ContentColumnName: Optional[SnowflakeContentColumnName]
-    SnowflakeVpcConfiguration: Optional[SnowflakeVpcConfiguration]
-    CloudWatchLoggingOptions: Optional[CloudWatchLoggingOptions]
-    ProcessingConfiguration: Optional[ProcessingConfiguration]
-    RoleARN: Optional[RoleARN]
-    RetryOptions: Optional[SnowflakeRetryOptions]
-    S3BackupMode: Optional[SnowflakeS3BackupMode]
-    S3DestinationDescription: Optional[S3DestinationDescription]
-    SecretsManagerConfiguration: Optional[SecretsManagerConfiguration]
-    BufferingHints: Optional[SnowflakeBufferingHints]
+    AccountUrl: SnowflakeAccountUrl | None
+    User: SnowflakeUser | None
+    Database: SnowflakeDatabase | None
+    Schema: SnowflakeSchema | None
+    Table: SnowflakeTable | None
+    SnowflakeRoleConfiguration: SnowflakeRoleConfiguration | None
+    DataLoadingOption: SnowflakeDataLoadingOption | None
+    MetaDataColumnName: SnowflakeMetaDataColumnName | None
+    ContentColumnName: SnowflakeContentColumnName | None
+    SnowflakeVpcConfiguration: SnowflakeVpcConfiguration | None
+    CloudWatchLoggingOptions: CloudWatchLoggingOptions | None
+    ProcessingConfiguration: ProcessingConfiguration | None
+    RoleARN: RoleARN | None
+    RetryOptions: SnowflakeRetryOptions | None
+    S3BackupMode: SnowflakeS3BackupMode | None
+    S3DestinationDescription: S3DestinationDescription | None
+    SecretsManagerConfiguration: SecretsManagerConfiguration | None
+    BufferingHints: SnowflakeBufferingHints | None
 
 
 class HttpEndpointDescription(TypedDict, total=False):
-    Url: Optional[HttpEndpointUrl]
-    Name: Optional[HttpEndpointName]
+    Url: HttpEndpointUrl | None
+    Name: HttpEndpointName | None
 
 
 class HttpEndpointDestinationDescription(TypedDict, total=False):
-    EndpointConfiguration: Optional[HttpEndpointDescription]
-    BufferingHints: Optional[HttpEndpointBufferingHints]
-    CloudWatchLoggingOptions: Optional[CloudWatchLoggingOptions]
-    RequestConfiguration: Optional[HttpEndpointRequestConfiguration]
-    ProcessingConfiguration: Optional[ProcessingConfiguration]
-    RoleARN: Optional[RoleARN]
-    RetryOptions: Optional[HttpEndpointRetryOptions]
-    S3BackupMode: Optional[HttpEndpointS3BackupMode]
-    S3DestinationDescription: Optional[S3DestinationDescription]
-    SecretsManagerConfiguration: Optional[SecretsManagerConfiguration]
+    EndpointConfiguration: HttpEndpointDescription | None
+    BufferingHints: HttpEndpointBufferingHints | None
+    CloudWatchLoggingOptions: CloudWatchLoggingOptions | None
+    RequestConfiguration: HttpEndpointRequestConfiguration | None
+    ProcessingConfiguration: ProcessingConfiguration | None
+    RoleARN: RoleARN | None
+    RetryOptions: HttpEndpointRetryOptions | None
+    S3BackupMode: HttpEndpointS3BackupMode | None
+    S3DestinationDescription: S3DestinationDescription | None
+    SecretsManagerConfiguration: SecretsManagerConfiguration | None
 
 
 class SplunkDestinationDescription(TypedDict, total=False):
-    HECEndpoint: Optional[HECEndpoint]
-    HECEndpointType: Optional[HECEndpointType]
-    HECToken: Optional[HECToken]
-    HECAcknowledgmentTimeoutInSeconds: Optional[HECAcknowledgmentTimeoutInSeconds]
-    RetryOptions: Optional[SplunkRetryOptions]
-    S3BackupMode: Optional[SplunkS3BackupMode]
-    S3DestinationDescription: Optional[S3DestinationDescription]
-    ProcessingConfiguration: Optional[ProcessingConfiguration]
-    CloudWatchLoggingOptions: Optional[CloudWatchLoggingOptions]
-    BufferingHints: Optional[SplunkBufferingHints]
-    SecretsManagerConfiguration: Optional[SecretsManagerConfiguration]
+    HECEndpoint: HECEndpoint | None
+    HECEndpointType: HECEndpointType | None
+    HECToken: HECToken | None
+    HECAcknowledgmentTimeoutInSeconds: HECAcknowledgmentTimeoutInSeconds | None
+    RetryOptions: SplunkRetryOptions | None
+    S3BackupMode: SplunkS3BackupMode | None
+    S3DestinationDescription: S3DestinationDescription | None
+    ProcessingConfiguration: ProcessingConfiguration | None
+    CloudWatchLoggingOptions: CloudWatchLoggingOptions | None
+    BufferingHints: SplunkBufferingHints | None
+    SecretsManagerConfiguration: SecretsManagerConfiguration | None
 
 
 class ElasticsearchDestinationDescription(TypedDict, total=False):
-    RoleARN: Optional[RoleARN]
-    DomainARN: Optional[ElasticsearchDomainARN]
-    ClusterEndpoint: Optional[ElasticsearchClusterEndpoint]
-    IndexName: Optional[ElasticsearchIndexName]
-    TypeName: Optional[ElasticsearchTypeName]
-    IndexRotationPeriod: Optional[ElasticsearchIndexRotationPeriod]
-    BufferingHints: Optional[ElasticsearchBufferingHints]
-    RetryOptions: Optional[ElasticsearchRetryOptions]
-    S3BackupMode: Optional[ElasticsearchS3BackupMode]
-    S3DestinationDescription: Optional[S3DestinationDescription]
-    ProcessingConfiguration: Optional[ProcessingConfiguration]
-    CloudWatchLoggingOptions: Optional[CloudWatchLoggingOptions]
-    VpcConfigurationDescription: Optional[VpcConfigurationDescription]
-    DocumentIdOptions: Optional[DocumentIdOptions]
+    RoleARN: RoleARN | None
+    DomainARN: ElasticsearchDomainARN | None
+    ClusterEndpoint: ElasticsearchClusterEndpoint | None
+    IndexName: ElasticsearchIndexName | None
+    TypeName: ElasticsearchTypeName | None
+    IndexRotationPeriod: ElasticsearchIndexRotationPeriod | None
+    BufferingHints: ElasticsearchBufferingHints | None
+    RetryOptions: ElasticsearchRetryOptions | None
+    S3BackupMode: ElasticsearchS3BackupMode | None
+    S3DestinationDescription: S3DestinationDescription | None
+    ProcessingConfiguration: ProcessingConfiguration | None
+    CloudWatchLoggingOptions: CloudWatchLoggingOptions | None
+    VpcConfigurationDescription: VpcConfigurationDescription | None
+    DocumentIdOptions: DocumentIdOptions | None
 
 
 class RedshiftDestinationDescription(TypedDict, total=False):
     RoleARN: RoleARN
     ClusterJDBCURL: ClusterJDBCURL
     CopyCommand: CopyCommand
-    Username: Optional[Username]
-    RetryOptions: Optional[RedshiftRetryOptions]
+    Username: Username | None
+    RetryOptions: RedshiftRetryOptions | None
     S3DestinationDescription: S3DestinationDescription
-    ProcessingConfiguration: Optional[ProcessingConfiguration]
-    S3BackupMode: Optional[RedshiftS3BackupMode]
-    S3BackupDescription: Optional[S3DestinationDescription]
-    CloudWatchLoggingOptions: Optional[CloudWatchLoggingOptions]
-    SecretsManagerConfiguration: Optional[SecretsManagerConfiguration]
+    ProcessingConfiguration: ProcessingConfiguration | None
+    S3BackupMode: RedshiftS3BackupMode | None
+    S3BackupDescription: S3DestinationDescription | None
+    CloudWatchLoggingOptions: CloudWatchLoggingOptions | None
+    SecretsManagerConfiguration: SecretsManagerConfiguration | None
 
 
 class ExtendedS3DestinationDescription(TypedDict, total=False):
     RoleARN: RoleARN
     BucketARN: BucketARN
-    Prefix: Optional[Prefix]
-    ErrorOutputPrefix: Optional[ErrorOutputPrefix]
+    Prefix: Prefix | None
+    ErrorOutputPrefix: ErrorOutputPrefix | None
     BufferingHints: BufferingHints
     CompressionFormat: CompressionFormat
     EncryptionConfiguration: EncryptionConfiguration
-    CloudWatchLoggingOptions: Optional[CloudWatchLoggingOptions]
-    ProcessingConfiguration: Optional[ProcessingConfiguration]
-    S3BackupMode: Optional[S3BackupMode]
-    S3BackupDescription: Optional[S3DestinationDescription]
-    DataFormatConversionConfiguration: Optional[DataFormatConversionConfiguration]
-    DynamicPartitioningConfiguration: Optional[DynamicPartitioningConfiguration]
-    FileExtension: Optional[FileExtension]
-    CustomTimeZone: Optional[CustomTimeZone]
+    CloudWatchLoggingOptions: CloudWatchLoggingOptions | None
+    ProcessingConfiguration: ProcessingConfiguration | None
+    S3BackupMode: S3BackupMode | None
+    S3BackupDescription: S3DestinationDescription | None
+    DataFormatConversionConfiguration: DataFormatConversionConfiguration | None
+    DynamicPartitioningConfiguration: DynamicPartitioningConfiguration | None
+    FileExtension: FileExtension | None
+    CustomTimeZone: CustomTimeZone | None
 
 
 class DestinationDescription(TypedDict, total=False):
     DestinationId: DestinationId
-    S3DestinationDescription: Optional[S3DestinationDescription]
-    ExtendedS3DestinationDescription: Optional[ExtendedS3DestinationDescription]
-    RedshiftDestinationDescription: Optional[RedshiftDestinationDescription]
-    ElasticsearchDestinationDescription: Optional[ElasticsearchDestinationDescription]
-    AmazonopensearchserviceDestinationDescription: Optional[
-        AmazonopensearchserviceDestinationDescription
-    ]
-    SplunkDestinationDescription: Optional[SplunkDestinationDescription]
-    HttpEndpointDestinationDescription: Optional[HttpEndpointDestinationDescription]
-    SnowflakeDestinationDescription: Optional[SnowflakeDestinationDescription]
-    AmazonOpenSearchServerlessDestinationDescription: Optional[
-        AmazonOpenSearchServerlessDestinationDescription
-    ]
-    IcebergDestinationDescription: Optional[IcebergDestinationDescription]
+    S3DestinationDescription: S3DestinationDescription | None
+    ExtendedS3DestinationDescription: ExtendedS3DestinationDescription | None
+    RedshiftDestinationDescription: RedshiftDestinationDescription | None
+    ElasticsearchDestinationDescription: ElasticsearchDestinationDescription | None
+    AmazonopensearchserviceDestinationDescription: (
+        AmazonopensearchserviceDestinationDescription | None
+    )
+    SplunkDestinationDescription: SplunkDestinationDescription | None
+    HttpEndpointDestinationDescription: HttpEndpointDestinationDescription | None
+    SnowflakeDestinationDescription: SnowflakeDestinationDescription | None
+    AmazonOpenSearchServerlessDestinationDescription: (
+        AmazonOpenSearchServerlessDestinationDescription | None
+    )
+    IcebergDestinationDescription: IcebergDestinationDescription | None
 
 
-DestinationDescriptionList = List[DestinationDescription]
+DestinationDescriptionList = list[DestinationDescription]
 
 
 class MSKSourceDescription(TypedDict, total=False):
-    MSKClusterARN: Optional[MSKClusterARN]
-    TopicName: Optional[TopicName]
-    AuthenticationConfiguration: Optional[AuthenticationConfiguration]
-    DeliveryStartTimestamp: Optional[DeliveryStartTimestamp]
-    ReadFromTimestamp: Optional[ReadFromTimestamp]
+    MSKClusterARN: MSKClusterARN | None
+    TopicName: TopicName | None
+    AuthenticationConfiguration: AuthenticationConfiguration | None
+    DeliveryStartTimestamp: DeliveryStartTimestamp | None
+    ReadFromTimestamp: ReadFromTimestamp | None
 
 
 class KinesisStreamSourceDescription(TypedDict, total=False):
-    KinesisStreamARN: Optional[KinesisStreamARN]
-    RoleARN: Optional[RoleARN]
-    DeliveryStartTimestamp: Optional[DeliveryStartTimestamp]
+    KinesisStreamARN: KinesisStreamARN | None
+    RoleARN: RoleARN | None
+    DeliveryStartTimestamp: DeliveryStartTimestamp | None
 
 
 class DirectPutSourceDescription(TypedDict, total=False):
-    ThroughputHintInMBs: Optional[ThroughputHintInMBs]
+    ThroughputHintInMBs: ThroughputHintInMBs | None
 
 
 class SourceDescription(TypedDict, total=False):
-    DirectPutSourceDescription: Optional[DirectPutSourceDescription]
-    KinesisStreamSourceDescription: Optional[KinesisStreamSourceDescription]
-    MSKSourceDescription: Optional[MSKSourceDescription]
-    DatabaseSourceDescription: Optional[DatabaseSourceDescription]
+    DirectPutSourceDescription: DirectPutSourceDescription | None
+    KinesisStreamSourceDescription: KinesisStreamSourceDescription | None
+    MSKSourceDescription: MSKSourceDescription | None
+    DatabaseSourceDescription: DatabaseSourceDescription | None
 
 
 class DeliveryStreamEncryptionConfiguration(TypedDict, total=False):
-    KeyARN: Optional[AWSKMSKeyARN]
-    KeyType: Optional[KeyType]
-    Status: Optional[DeliveryStreamEncryptionStatus]
-    FailureDescription: Optional[FailureDescription]
+    KeyARN: AWSKMSKeyARN | None
+    KeyType: KeyType | None
+    Status: DeliveryStreamEncryptionStatus | None
+    FailureDescription: FailureDescription | None
 
 
 class DeliveryStreamDescription(TypedDict, total=False):
     DeliveryStreamName: DeliveryStreamName
     DeliveryStreamARN: DeliveryStreamARN
     DeliveryStreamStatus: DeliveryStreamStatus
-    FailureDescription: Optional[FailureDescription]
-    DeliveryStreamEncryptionConfiguration: Optional[DeliveryStreamEncryptionConfiguration]
+    FailureDescription: FailureDescription | None
+    DeliveryStreamEncryptionConfiguration: DeliveryStreamEncryptionConfiguration | None
     DeliveryStreamType: DeliveryStreamType
     VersionId: DeliveryStreamVersionId
-    CreateTimestamp: Optional[Timestamp]
-    LastUpdateTimestamp: Optional[Timestamp]
-    Source: Optional[SourceDescription]
+    CreateTimestamp: Timestamp | None
+    LastUpdateTimestamp: Timestamp | None
+    Source: SourceDescription | None
     Destinations: DestinationDescriptionList
     HasMoreDestinations: BooleanObject
 
 
-DeliveryStreamNameList = List[DeliveryStreamName]
+DeliveryStreamNameList = list[DeliveryStreamName]
 
 
 class DescribeDeliveryStreamInput(ServiceRequest):
     DeliveryStreamName: DeliveryStreamName
-    Limit: Optional[DescribeDeliveryStreamInputLimit]
-    ExclusiveStartDestinationId: Optional[DestinationId]
+    Limit: DescribeDeliveryStreamInputLimit | None
+    ExclusiveStartDestinationId: DestinationId | None
 
 
 class DescribeDeliveryStreamOutput(TypedDict, total=False):
@@ -1245,70 +1245,70 @@ class DescribeDeliveryStreamOutput(TypedDict, total=False):
 
 
 class ElasticsearchDestinationUpdate(TypedDict, total=False):
-    RoleARN: Optional[RoleARN]
-    DomainARN: Optional[ElasticsearchDomainARN]
-    ClusterEndpoint: Optional[ElasticsearchClusterEndpoint]
-    IndexName: Optional[ElasticsearchIndexName]
-    TypeName: Optional[ElasticsearchTypeName]
-    IndexRotationPeriod: Optional[ElasticsearchIndexRotationPeriod]
-    BufferingHints: Optional[ElasticsearchBufferingHints]
-    RetryOptions: Optional[ElasticsearchRetryOptions]
-    S3Update: Optional[S3DestinationUpdate]
-    ProcessingConfiguration: Optional[ProcessingConfiguration]
-    CloudWatchLoggingOptions: Optional[CloudWatchLoggingOptions]
-    DocumentIdOptions: Optional[DocumentIdOptions]
+    RoleARN: RoleARN | None
+    DomainARN: ElasticsearchDomainARN | None
+    ClusterEndpoint: ElasticsearchClusterEndpoint | None
+    IndexName: ElasticsearchIndexName | None
+    TypeName: ElasticsearchTypeName | None
+    IndexRotationPeriod: ElasticsearchIndexRotationPeriod | None
+    BufferingHints: ElasticsearchBufferingHints | None
+    RetryOptions: ElasticsearchRetryOptions | None
+    S3Update: S3DestinationUpdate | None
+    ProcessingConfiguration: ProcessingConfiguration | None
+    CloudWatchLoggingOptions: CloudWatchLoggingOptions | None
+    DocumentIdOptions: DocumentIdOptions | None
 
 
 class ExtendedS3DestinationUpdate(TypedDict, total=False):
-    RoleARN: Optional[RoleARN]
-    BucketARN: Optional[BucketARN]
-    Prefix: Optional[Prefix]
-    ErrorOutputPrefix: Optional[ErrorOutputPrefix]
-    BufferingHints: Optional[BufferingHints]
-    CompressionFormat: Optional[CompressionFormat]
-    EncryptionConfiguration: Optional[EncryptionConfiguration]
-    CloudWatchLoggingOptions: Optional[CloudWatchLoggingOptions]
-    ProcessingConfiguration: Optional[ProcessingConfiguration]
-    S3BackupMode: Optional[S3BackupMode]
-    S3BackupUpdate: Optional[S3DestinationUpdate]
-    DataFormatConversionConfiguration: Optional[DataFormatConversionConfiguration]
-    DynamicPartitioningConfiguration: Optional[DynamicPartitioningConfiguration]
-    FileExtension: Optional[FileExtension]
-    CustomTimeZone: Optional[CustomTimeZone]
+    RoleARN: RoleARN | None
+    BucketARN: BucketARN | None
+    Prefix: Prefix | None
+    ErrorOutputPrefix: ErrorOutputPrefix | None
+    BufferingHints: BufferingHints | None
+    CompressionFormat: CompressionFormat | None
+    EncryptionConfiguration: EncryptionConfiguration | None
+    CloudWatchLoggingOptions: CloudWatchLoggingOptions | None
+    ProcessingConfiguration: ProcessingConfiguration | None
+    S3BackupMode: S3BackupMode | None
+    S3BackupUpdate: S3DestinationUpdate | None
+    DataFormatConversionConfiguration: DataFormatConversionConfiguration | None
+    DynamicPartitioningConfiguration: DynamicPartitioningConfiguration | None
+    FileExtension: FileExtension | None
+    CustomTimeZone: CustomTimeZone | None
 
 
 class HttpEndpointDestinationUpdate(TypedDict, total=False):
-    EndpointConfiguration: Optional[HttpEndpointConfiguration]
-    BufferingHints: Optional[HttpEndpointBufferingHints]
-    CloudWatchLoggingOptions: Optional[CloudWatchLoggingOptions]
-    RequestConfiguration: Optional[HttpEndpointRequestConfiguration]
-    ProcessingConfiguration: Optional[ProcessingConfiguration]
-    RoleARN: Optional[RoleARN]
-    RetryOptions: Optional[HttpEndpointRetryOptions]
-    S3BackupMode: Optional[HttpEndpointS3BackupMode]
-    S3Update: Optional[S3DestinationUpdate]
-    SecretsManagerConfiguration: Optional[SecretsManagerConfiguration]
+    EndpointConfiguration: HttpEndpointConfiguration | None
+    BufferingHints: HttpEndpointBufferingHints | None
+    CloudWatchLoggingOptions: CloudWatchLoggingOptions | None
+    RequestConfiguration: HttpEndpointRequestConfiguration | None
+    ProcessingConfiguration: ProcessingConfiguration | None
+    RoleARN: RoleARN | None
+    RetryOptions: HttpEndpointRetryOptions | None
+    S3BackupMode: HttpEndpointS3BackupMode | None
+    S3Update: S3DestinationUpdate | None
+    SecretsManagerConfiguration: SecretsManagerConfiguration | None
 
 
 class IcebergDestinationUpdate(TypedDict, total=False):
-    DestinationTableConfigurationList: Optional[DestinationTableConfigurationList]
-    SchemaEvolutionConfiguration: Optional[SchemaEvolutionConfiguration]
-    TableCreationConfiguration: Optional[TableCreationConfiguration]
-    BufferingHints: Optional[BufferingHints]
-    CloudWatchLoggingOptions: Optional[CloudWatchLoggingOptions]
-    ProcessingConfiguration: Optional[ProcessingConfiguration]
-    S3BackupMode: Optional[IcebergS3BackupMode]
-    RetryOptions: Optional[RetryOptions]
-    RoleARN: Optional[RoleARN]
-    AppendOnly: Optional[BooleanObject]
-    CatalogConfiguration: Optional[CatalogConfiguration]
-    S3Configuration: Optional[S3DestinationConfiguration]
+    DestinationTableConfigurationList: DestinationTableConfigurationList | None
+    SchemaEvolutionConfiguration: SchemaEvolutionConfiguration | None
+    TableCreationConfiguration: TableCreationConfiguration | None
+    BufferingHints: BufferingHints | None
+    CloudWatchLoggingOptions: CloudWatchLoggingOptions | None
+    ProcessingConfiguration: ProcessingConfiguration | None
+    S3BackupMode: IcebergS3BackupMode | None
+    RetryOptions: RetryOptions | None
+    RoleARN: RoleARN | None
+    AppendOnly: BooleanObject | None
+    CatalogConfiguration: CatalogConfiguration | None
+    S3Configuration: S3DestinationConfiguration | None
 
 
 class ListDeliveryStreamsInput(ServiceRequest):
-    Limit: Optional[ListDeliveryStreamsInputLimit]
-    DeliveryStreamType: Optional[DeliveryStreamType]
-    ExclusiveStartDeliveryStreamName: Optional[DeliveryStreamName]
+    Limit: ListDeliveryStreamsInputLimit | None
+    DeliveryStreamType: DeliveryStreamType | None
+    ExclusiveStartDeliveryStreamName: DeliveryStreamName | None
 
 
 class ListDeliveryStreamsOutput(TypedDict, total=False):
@@ -1318,11 +1318,11 @@ class ListDeliveryStreamsOutput(TypedDict, total=False):
 
 class ListTagsForDeliveryStreamInput(ServiceRequest):
     DeliveryStreamName: DeliveryStreamName
-    ExclusiveStartTagKey: Optional[TagKey]
-    Limit: Optional[ListTagsForDeliveryStreamInputLimit]
+    ExclusiveStartTagKey: TagKey | None
+    Limit: ListTagsForDeliveryStreamInputLimit | None
 
 
-ListTagsForDeliveryStreamOutputTagList = List[Tag]
+ListTagsForDeliveryStreamOutputTagList = list[Tag]
 
 
 class ListTagsForDeliveryStreamOutput(TypedDict, total=False):
@@ -1334,7 +1334,7 @@ class Record(TypedDict, total=False):
     Data: Data
 
 
-PutRecordBatchRequestEntryList = List[Record]
+PutRecordBatchRequestEntryList = list[Record]
 
 
 class PutRecordBatchInput(ServiceRequest):
@@ -1343,17 +1343,17 @@ class PutRecordBatchInput(ServiceRequest):
 
 
 class PutRecordBatchResponseEntry(TypedDict, total=False):
-    RecordId: Optional[PutResponseRecordId]
-    ErrorCode: Optional[ErrorCode]
-    ErrorMessage: Optional[ErrorMessage]
+    RecordId: PutResponseRecordId | None
+    ErrorCode: ErrorCode | None
+    ErrorMessage: ErrorMessage | None
 
 
-PutRecordBatchResponseEntryList = List[PutRecordBatchResponseEntry]
+PutRecordBatchResponseEntryList = list[PutRecordBatchResponseEntry]
 
 
 class PutRecordBatchOutput(TypedDict, total=False):
     FailedPutCount: NonNegativeIntegerObject
-    Encrypted: Optional[BooleanObject]
+    Encrypted: BooleanObject | None
     RequestResponses: PutRecordBatchResponseEntryList
 
 
@@ -1364,63 +1364,63 @@ class PutRecordInput(ServiceRequest):
 
 class PutRecordOutput(TypedDict, total=False):
     RecordId: PutResponseRecordId
-    Encrypted: Optional[BooleanObject]
+    Encrypted: BooleanObject | None
 
 
 class RedshiftDestinationUpdate(TypedDict, total=False):
-    RoleARN: Optional[RoleARN]
-    ClusterJDBCURL: Optional[ClusterJDBCURL]
-    CopyCommand: Optional[CopyCommand]
-    Username: Optional[Username]
-    Password: Optional[Password]
-    RetryOptions: Optional[RedshiftRetryOptions]
-    S3Update: Optional[S3DestinationUpdate]
-    ProcessingConfiguration: Optional[ProcessingConfiguration]
-    S3BackupMode: Optional[RedshiftS3BackupMode]
-    S3BackupUpdate: Optional[S3DestinationUpdate]
-    CloudWatchLoggingOptions: Optional[CloudWatchLoggingOptions]
-    SecretsManagerConfiguration: Optional[SecretsManagerConfiguration]
+    RoleARN: RoleARN | None
+    ClusterJDBCURL: ClusterJDBCURL | None
+    CopyCommand: CopyCommand | None
+    Username: Username | None
+    Password: Password | None
+    RetryOptions: RedshiftRetryOptions | None
+    S3Update: S3DestinationUpdate | None
+    ProcessingConfiguration: ProcessingConfiguration | None
+    S3BackupMode: RedshiftS3BackupMode | None
+    S3BackupUpdate: S3DestinationUpdate | None
+    CloudWatchLoggingOptions: CloudWatchLoggingOptions | None
+    SecretsManagerConfiguration: SecretsManagerConfiguration | None
 
 
 class SnowflakeDestinationUpdate(TypedDict, total=False):
-    AccountUrl: Optional[SnowflakeAccountUrl]
-    PrivateKey: Optional[SnowflakePrivateKey]
-    KeyPassphrase: Optional[SnowflakeKeyPassphrase]
-    User: Optional[SnowflakeUser]
-    Database: Optional[SnowflakeDatabase]
-    Schema: Optional[SnowflakeSchema]
-    Table: Optional[SnowflakeTable]
-    SnowflakeRoleConfiguration: Optional[SnowflakeRoleConfiguration]
-    DataLoadingOption: Optional[SnowflakeDataLoadingOption]
-    MetaDataColumnName: Optional[SnowflakeMetaDataColumnName]
-    ContentColumnName: Optional[SnowflakeContentColumnName]
-    CloudWatchLoggingOptions: Optional[CloudWatchLoggingOptions]
-    ProcessingConfiguration: Optional[ProcessingConfiguration]
-    RoleARN: Optional[RoleARN]
-    RetryOptions: Optional[SnowflakeRetryOptions]
-    S3BackupMode: Optional[SnowflakeS3BackupMode]
-    S3Update: Optional[S3DestinationUpdate]
-    SecretsManagerConfiguration: Optional[SecretsManagerConfiguration]
-    BufferingHints: Optional[SnowflakeBufferingHints]
+    AccountUrl: SnowflakeAccountUrl | None
+    PrivateKey: SnowflakePrivateKey | None
+    KeyPassphrase: SnowflakeKeyPassphrase | None
+    User: SnowflakeUser | None
+    Database: SnowflakeDatabase | None
+    Schema: SnowflakeSchema | None
+    Table: SnowflakeTable | None
+    SnowflakeRoleConfiguration: SnowflakeRoleConfiguration | None
+    DataLoadingOption: SnowflakeDataLoadingOption | None
+    MetaDataColumnName: SnowflakeMetaDataColumnName | None
+    ContentColumnName: SnowflakeContentColumnName | None
+    CloudWatchLoggingOptions: CloudWatchLoggingOptions | None
+    ProcessingConfiguration: ProcessingConfiguration | None
+    RoleARN: RoleARN | None
+    RetryOptions: SnowflakeRetryOptions | None
+    S3BackupMode: SnowflakeS3BackupMode | None
+    S3Update: S3DestinationUpdate | None
+    SecretsManagerConfiguration: SecretsManagerConfiguration | None
+    BufferingHints: SnowflakeBufferingHints | None
 
 
 class SplunkDestinationUpdate(TypedDict, total=False):
-    HECEndpoint: Optional[HECEndpoint]
-    HECEndpointType: Optional[HECEndpointType]
-    HECToken: Optional[HECToken]
-    HECAcknowledgmentTimeoutInSeconds: Optional[HECAcknowledgmentTimeoutInSeconds]
-    RetryOptions: Optional[SplunkRetryOptions]
-    S3BackupMode: Optional[SplunkS3BackupMode]
-    S3Update: Optional[S3DestinationUpdate]
-    ProcessingConfiguration: Optional[ProcessingConfiguration]
-    CloudWatchLoggingOptions: Optional[CloudWatchLoggingOptions]
-    BufferingHints: Optional[SplunkBufferingHints]
-    SecretsManagerConfiguration: Optional[SecretsManagerConfiguration]
+    HECEndpoint: HECEndpoint | None
+    HECEndpointType: HECEndpointType | None
+    HECToken: HECToken | None
+    HECAcknowledgmentTimeoutInSeconds: HECAcknowledgmentTimeoutInSeconds | None
+    RetryOptions: SplunkRetryOptions | None
+    S3BackupMode: SplunkS3BackupMode | None
+    S3Update: S3DestinationUpdate | None
+    ProcessingConfiguration: ProcessingConfiguration | None
+    CloudWatchLoggingOptions: CloudWatchLoggingOptions | None
+    BufferingHints: SplunkBufferingHints | None
+    SecretsManagerConfiguration: SecretsManagerConfiguration | None
 
 
 class StartDeliveryStreamEncryptionInput(ServiceRequest):
     DeliveryStreamName: DeliveryStreamName
-    DeliveryStreamEncryptionConfigurationInput: Optional[DeliveryStreamEncryptionConfigurationInput]
+    DeliveryStreamEncryptionConfigurationInput: DeliveryStreamEncryptionConfigurationInput | None
 
 
 class StartDeliveryStreamEncryptionOutput(TypedDict, total=False):
@@ -1444,7 +1444,7 @@ class TagDeliveryStreamOutput(TypedDict, total=False):
     pass
 
 
-TagKeyList = List[TagKey]
+TagKeyList = list[TagKey]
 
 
 class UntagDeliveryStreamInput(ServiceRequest):
@@ -1460,18 +1460,16 @@ class UpdateDestinationInput(ServiceRequest):
     DeliveryStreamName: DeliveryStreamName
     CurrentDeliveryStreamVersionId: DeliveryStreamVersionId
     DestinationId: DestinationId
-    S3DestinationUpdate: Optional[S3DestinationUpdate]
-    ExtendedS3DestinationUpdate: Optional[ExtendedS3DestinationUpdate]
-    RedshiftDestinationUpdate: Optional[RedshiftDestinationUpdate]
-    ElasticsearchDestinationUpdate: Optional[ElasticsearchDestinationUpdate]
-    AmazonopensearchserviceDestinationUpdate: Optional[AmazonopensearchserviceDestinationUpdate]
-    SplunkDestinationUpdate: Optional[SplunkDestinationUpdate]
-    HttpEndpointDestinationUpdate: Optional[HttpEndpointDestinationUpdate]
-    AmazonOpenSearchServerlessDestinationUpdate: Optional[
-        AmazonOpenSearchServerlessDestinationUpdate
-    ]
-    SnowflakeDestinationUpdate: Optional[SnowflakeDestinationUpdate]
-    IcebergDestinationUpdate: Optional[IcebergDestinationUpdate]
+    S3DestinationUpdate: S3DestinationUpdate | None
+    ExtendedS3DestinationUpdate: ExtendedS3DestinationUpdate | None
+    RedshiftDestinationUpdate: RedshiftDestinationUpdate | None
+    ElasticsearchDestinationUpdate: ElasticsearchDestinationUpdate | None
+    AmazonopensearchserviceDestinationUpdate: AmazonopensearchserviceDestinationUpdate | None
+    SplunkDestinationUpdate: SplunkDestinationUpdate | None
+    HttpEndpointDestinationUpdate: HttpEndpointDestinationUpdate | None
+    AmazonOpenSearchServerlessDestinationUpdate: AmazonOpenSearchServerlessDestinationUpdate | None
+    SnowflakeDestinationUpdate: SnowflakeDestinationUpdate | None
+    IcebergDestinationUpdate: IcebergDestinationUpdate | None
 
 
 class UpdateDestinationOutput(TypedDict, total=False):
@@ -1479,8 +1477,8 @@ class UpdateDestinationOutput(TypedDict, total=False):
 
 
 class FirehoseApi:
-    service = "firehose"
-    version = "2015-08-04"
+    service: str = "firehose"
+    version: str = "2015-08-04"
 
     @handler("CreateDeliveryStream")
     def create_delivery_stream(
diff --git a/localstack-core/localstack/aws/api/iam/__init__.py b/localstack-core/localstack/aws/api/iam/__init__.py
index a2204b6c4a496..fa3adc9ef4a89 100644
--- a/localstack-core/localstack/aws/api/iam/__init__.py
+++ b/localstack-core/localstack/aws/api/iam/__init__.py
@@ -1,6 +1,6 @@
 from datetime import datetime
 from enum import StrEnum
-from typing import Dict, List, Optional, TypedDict
+from typing import TypedDict
 
 from localstack.aws.api import RequestContext, ServiceException, ServiceRequest, handler
 
@@ -489,13 +489,13 @@ class UnrecognizedPublicKeyEncodingException(ServiceException):
 class AccessDetail(TypedDict, total=False):
     ServiceName: serviceNameType
     ServiceNamespace: serviceNamespaceType
-    Region: Optional[stringType]
-    EntityPath: Optional[organizationsEntityPathType]
-    LastAuthenticatedTime: Optional[dateType]
-    TotalAuthenticatedEntities: Optional[integerType]
+    Region: stringType | None
+    EntityPath: organizationsEntityPathType | None
+    LastAuthenticatedTime: dateType | None
+    TotalAuthenticatedEntities: integerType | None
 
 
-AccessDetails = List[AccessDetail]
+AccessDetails = list[AccessDetail]
 
 
 class AccessKey(TypedDict, total=False):
@@ -503,23 +503,23 @@ class AccessKey(TypedDict, total=False):
     AccessKeyId: accessKeyIdType
     Status: statusType
     SecretAccessKey: accessKeySecretType
-    CreateDate: Optional[dateType]
+    CreateDate: dateType | None
 
 
 class AccessKeyLastUsed(TypedDict, total=False):
-    LastUsedDate: Optional[dateType]
+    LastUsedDate: dateType | None
     ServiceName: stringType
     Region: stringType
 
 
 class AccessKeyMetadata(TypedDict, total=False):
-    UserName: Optional[userNameType]
-    AccessKeyId: Optional[accessKeyIdType]
-    Status: Optional[statusType]
-    CreateDate: Optional[dateType]
+    UserName: userNameType | None
+    AccessKeyId: accessKeyIdType | None
+    Status: statusType | None
+    CreateDate: dateType | None
 
 
-ActionNameListType = List[ActionNameType]
+ActionNameListType = list[ActionNameType]
 
 
 class AddClientIDToOpenIDConnectProviderRequest(ServiceRequest):
@@ -537,7 +537,7 @@ class AddUserToGroupRequest(ServiceRequest):
     UserName: existingUserNameType
 
 
-ArnListType = List[arnType]
+ArnListType = list[arnType]
 
 
 class AttachGroupPolicyRequest(ServiceRequest):
@@ -556,17 +556,17 @@ class AttachUserPolicyRequest(ServiceRequest):
 
 
 class AttachedPermissionsBoundary(TypedDict, total=False):
-    PermissionsBoundaryType: Optional[PermissionsBoundaryAttachmentType]
-    PermissionsBoundaryArn: Optional[arnType]
+    PermissionsBoundaryType: PermissionsBoundaryAttachmentType | None
+    PermissionsBoundaryArn: arnType | None
 
 
 class AttachedPolicy(TypedDict, total=False):
-    PolicyName: Optional[policyNameType]
-    PolicyArn: Optional[arnType]
+    PolicyName: policyNameType | None
+    PolicyArn: arnType | None
 
 
 BootstrapDatum = bytes
-CertificationMapType = Dict[CertificationKeyType, CertificationValueType]
+CertificationMapType = dict[CertificationKeyType, CertificationValueType]
 
 
 class ChangePasswordRequest(ServiceRequest):
@@ -574,21 +574,21 @@ class ChangePasswordRequest(ServiceRequest):
     NewPassword: passwordType
 
 
-ContextKeyValueListType = List[ContextKeyValueType]
+ContextKeyValueListType = list[ContextKeyValueType]
 
 
 class ContextEntry(TypedDict, total=False):
-    ContextKeyName: Optional[ContextKeyNameType]
-    ContextKeyValues: Optional[ContextKeyValueListType]
-    ContextKeyType: Optional[ContextKeyTypeEnum]
+    ContextKeyName: ContextKeyNameType | None
+    ContextKeyValues: ContextKeyValueListType | None
+    ContextKeyType: ContextKeyTypeEnum | None
 
 
-ContextEntryListType = List[ContextEntry]
-ContextKeyNamesResultListType = List[ContextKeyNameType]
+ContextEntryListType = list[ContextEntry]
+ContextKeyNamesResultListType = list[ContextKeyNameType]
 
 
 class CreateAccessKeyRequest(ServiceRequest):
-    UserName: Optional[existingUserNameType]
+    UserName: existingUserNameType | None
 
 
 class CreateAccessKeyResponse(TypedDict, total=False):
@@ -600,7 +600,7 @@ class CreateAccountAliasRequest(ServiceRequest):
 
 
 class CreateGroupRequest(ServiceRequest):
-    Path: Optional[pathType]
+    Path: pathType | None
     GroupName: groupNameType
 
 
@@ -621,18 +621,18 @@ class Tag(TypedDict, total=False):
     Value: tagValueType
 
 
-tagListType = List[Tag]
+tagListType = list[Tag]
 
 
 class CreateInstanceProfileRequest(ServiceRequest):
     InstanceProfileName: instanceProfileNameType
-    Path: Optional[pathType]
-    Tags: Optional[tagListType]
+    Path: pathType | None
+    Tags: tagListType | None
 
 
 class RoleLastUsed(TypedDict, total=False):
-    LastUsedDate: Optional[dateType]
-    Region: Optional[stringType]
+    LastUsedDate: dateType | None
+    Region: stringType | None
 
 
 class Role(TypedDict, total=False):
@@ -641,15 +641,15 @@ class Role(TypedDict, total=False):
     RoleId: idType
     Arn: arnType
     CreateDate: dateType
-    AssumeRolePolicyDocument: Optional[policyDocumentType]
-    Description: Optional[roleDescriptionType]
-    MaxSessionDuration: Optional[roleMaxSessionDurationType]
-    PermissionsBoundary: Optional[AttachedPermissionsBoundary]
-    Tags: Optional[tagListType]
-    RoleLastUsed: Optional[RoleLastUsed]
+    AssumeRolePolicyDocument: policyDocumentType | None
+    Description: roleDescriptionType | None
+    MaxSessionDuration: roleMaxSessionDurationType | None
+    PermissionsBoundary: AttachedPermissionsBoundary | None
+    Tags: tagListType | None
+    RoleLastUsed: RoleLastUsed | None
 
 
-roleListType = List[Role]
+roleListType = list[Role]
 
 
 class InstanceProfile(TypedDict, total=False):
@@ -659,7 +659,7 @@ class InstanceProfile(TypedDict, total=False):
     Arn: arnType
     CreateDate: dateType
     Roles: roleListType
-    Tags: Optional[tagListType]
+    Tags: tagListType | None
 
 
 class CreateInstanceProfileResponse(TypedDict, total=False):
@@ -667,89 +667,89 @@ class CreateInstanceProfileResponse(TypedDict, total=False):
 
 
 class CreateLoginProfileRequest(ServiceRequest):
-    UserName: Optional[userNameType]
-    Password: Optional[passwordType]
-    PasswordResetRequired: Optional[booleanType]
+    UserName: userNameType | None
+    Password: passwordType | None
+    PasswordResetRequired: booleanType | None
 
 
 class LoginProfile(TypedDict, total=False):
     UserName: userNameType
     CreateDate: dateType
-    PasswordResetRequired: Optional[booleanType]
+    PasswordResetRequired: booleanType | None
 
 
 class CreateLoginProfileResponse(TypedDict, total=False):
     LoginProfile: LoginProfile
 
 
-thumbprintListType = List[thumbprintType]
-clientIDListType = List[clientIDType]
+thumbprintListType = list[thumbprintType]
+clientIDListType = list[clientIDType]
 
 
 class CreateOpenIDConnectProviderRequest(ServiceRequest):
     Url: OpenIDConnectProviderUrlType
-    ClientIDList: Optional[clientIDListType]
-    ThumbprintList: Optional[thumbprintListType]
-    Tags: Optional[tagListType]
+    ClientIDList: clientIDListType | None
+    ThumbprintList: thumbprintListType | None
+    Tags: tagListType | None
 
 
 class CreateOpenIDConnectProviderResponse(TypedDict, total=False):
-    OpenIDConnectProviderArn: Optional[arnType]
-    Tags: Optional[tagListType]
+    OpenIDConnectProviderArn: arnType | None
+    Tags: tagListType | None
 
 
 class CreatePolicyRequest(ServiceRequest):
     PolicyName: policyNameType
-    Path: Optional[policyPathType]
+    Path: policyPathType | None
     PolicyDocument: policyDocumentType
-    Description: Optional[policyDescriptionType]
-    Tags: Optional[tagListType]
+    Description: policyDescriptionType | None
+    Tags: tagListType | None
 
 
 class Policy(TypedDict, total=False):
-    PolicyName: Optional[policyNameType]
-    PolicyId: Optional[idType]
-    Arn: Optional[arnType]
-    Path: Optional[policyPathType]
-    DefaultVersionId: Optional[policyVersionIdType]
-    AttachmentCount: Optional[attachmentCountType]
-    PermissionsBoundaryUsageCount: Optional[attachmentCountType]
-    IsAttachable: Optional[booleanType]
-    Description: Optional[policyDescriptionType]
-    CreateDate: Optional[dateType]
-    UpdateDate: Optional[dateType]
-    Tags: Optional[tagListType]
+    PolicyName: policyNameType | None
+    PolicyId: idType | None
+    Arn: arnType | None
+    Path: policyPathType | None
+    DefaultVersionId: policyVersionIdType | None
+    AttachmentCount: attachmentCountType | None
+    PermissionsBoundaryUsageCount: attachmentCountType | None
+    IsAttachable: booleanType | None
+    Description: policyDescriptionType | None
+    CreateDate: dateType | None
+    UpdateDate: dateType | None
+    Tags: tagListType | None
 
 
 class CreatePolicyResponse(TypedDict, total=False):
-    Policy: Optional[Policy]
+    Policy: Policy | None
 
 
 class CreatePolicyVersionRequest(ServiceRequest):
     PolicyArn: arnType
     PolicyDocument: policyDocumentType
-    SetAsDefault: Optional[booleanType]
+    SetAsDefault: booleanType | None
 
 
 class PolicyVersion(TypedDict, total=False):
-    Document: Optional[policyDocumentType]
-    VersionId: Optional[policyVersionIdType]
-    IsDefaultVersion: Optional[booleanType]
-    CreateDate: Optional[dateType]
+    Document: policyDocumentType | None
+    VersionId: policyVersionIdType | None
+    IsDefaultVersion: booleanType | None
+    CreateDate: dateType | None
 
 
 class CreatePolicyVersionResponse(TypedDict, total=False):
-    PolicyVersion: Optional[PolicyVersion]
+    PolicyVersion: PolicyVersion | None
 
 
 class CreateRoleRequest(ServiceRequest):
-    Path: Optional[pathType]
+    Path: pathType | None
     RoleName: roleNameType
     AssumeRolePolicyDocument: policyDocumentType
-    Description: Optional[roleDescriptionType]
-    MaxSessionDuration: Optional[roleMaxSessionDurationType]
-    PermissionsBoundary: Optional[arnType]
-    Tags: Optional[tagListType]
+    Description: roleDescriptionType | None
+    MaxSessionDuration: roleMaxSessionDurationType | None
+    PermissionsBoundary: arnType | None
+    Tags: tagListType | None
 
 
 class CreateRoleResponse(TypedDict, total=False):
@@ -759,54 +759,54 @@ class CreateRoleResponse(TypedDict, total=False):
 class CreateSAMLProviderRequest(ServiceRequest):
     SAMLMetadataDocument: SAMLMetadataDocumentType
     Name: SAMLProviderNameType
-    Tags: Optional[tagListType]
-    AssertionEncryptionMode: Optional[assertionEncryptionModeType]
-    AddPrivateKey: Optional[privateKeyType]
+    Tags: tagListType | None
+    AssertionEncryptionMode: assertionEncryptionModeType | None
+    AddPrivateKey: privateKeyType | None
 
 
 class CreateSAMLProviderResponse(TypedDict, total=False):
-    SAMLProviderArn: Optional[arnType]
-    Tags: Optional[tagListType]
+    SAMLProviderArn: arnType | None
+    Tags: tagListType | None
 
 
 class CreateServiceLinkedRoleRequest(ServiceRequest):
     AWSServiceName: groupNameType
-    Description: Optional[roleDescriptionType]
-    CustomSuffix: Optional[customSuffixType]
+    Description: roleDescriptionType | None
+    CustomSuffix: customSuffixType | None
 
 
 class CreateServiceLinkedRoleResponse(TypedDict, total=False):
-    Role: Optional[Role]
+    Role: Role | None
 
 
 class CreateServiceSpecificCredentialRequest(ServiceRequest):
     UserName: userNameType
     ServiceName: serviceName
-    CredentialAgeDays: Optional[credentialAgeDays]
+    CredentialAgeDays: credentialAgeDays | None
 
 
 class ServiceSpecificCredential(TypedDict, total=False):
     CreateDate: dateType
-    ExpirationDate: Optional[dateType]
+    ExpirationDate: dateType | None
     ServiceName: serviceName
-    ServiceUserName: Optional[serviceUserName]
-    ServicePassword: Optional[servicePassword]
-    ServiceCredentialAlias: Optional[serviceCredentialAlias]
-    ServiceCredentialSecret: Optional[serviceCredentialSecret]
+    ServiceUserName: serviceUserName | None
+    ServicePassword: servicePassword | None
+    ServiceCredentialAlias: serviceCredentialAlias | None
+    ServiceCredentialSecret: serviceCredentialSecret | None
     ServiceSpecificCredentialId: serviceSpecificCredentialId
     UserName: userNameType
     Status: statusType
 
 
 class CreateServiceSpecificCredentialResponse(TypedDict, total=False):
-    ServiceSpecificCredential: Optional[ServiceSpecificCredential]
+    ServiceSpecificCredential: ServiceSpecificCredential | None
 
 
 class CreateUserRequest(ServiceRequest):
-    Path: Optional[pathType]
+    Path: pathType | None
     UserName: userNameType
-    PermissionsBoundary: Optional[arnType]
-    Tags: Optional[tagListType]
+    PermissionsBoundary: arnType | None
+    Tags: tagListType | None
 
 
 class User(TypedDict, total=False):
@@ -815,28 +815,28 @@ class User(TypedDict, total=False):
     UserId: idType
     Arn: arnType
     CreateDate: dateType
-    PasswordLastUsed: Optional[dateType]
-    PermissionsBoundary: Optional[AttachedPermissionsBoundary]
-    Tags: Optional[tagListType]
+    PasswordLastUsed: dateType | None
+    PermissionsBoundary: AttachedPermissionsBoundary | None
+    Tags: tagListType | None
 
 
 class CreateUserResponse(TypedDict, total=False):
-    User: Optional[User]
+    User: User | None
 
 
 class CreateVirtualMFADeviceRequest(ServiceRequest):
-    Path: Optional[pathType]
+    Path: pathType | None
     VirtualMFADeviceName: virtualMFADeviceName
-    Tags: Optional[tagListType]
+    Tags: tagListType | None
 
 
 class VirtualMFADevice(TypedDict, total=False):
     SerialNumber: serialNumberType
-    Base32StringSeed: Optional[BootstrapDatum]
-    QRCodePNG: Optional[BootstrapDatum]
-    User: Optional[User]
-    EnableDate: Optional[dateType]
-    Tags: Optional[tagListType]
+    Base32StringSeed: BootstrapDatum | None
+    QRCodePNG: BootstrapDatum | None
+    User: User | None
+    EnableDate: dateType | None
+    Tags: tagListType | None
 
 
 class CreateVirtualMFADeviceResponse(TypedDict, total=False):
@@ -844,12 +844,12 @@ class CreateVirtualMFADeviceResponse(TypedDict, total=False):
 
 
 class DeactivateMFADeviceRequest(ServiceRequest):
-    UserName: Optional[existingUserNameType]
+    UserName: existingUserNameType | None
     SerialNumber: serialNumberType
 
 
 class DeleteAccessKeyRequest(ServiceRequest):
-    UserName: Optional[existingUserNameType]
+    UserName: existingUserNameType | None
     AccessKeyId: accessKeyIdType
 
 
@@ -871,7 +871,7 @@ class DeleteInstanceProfileRequest(ServiceRequest):
 
 
 class DeleteLoginProfileRequest(ServiceRequest):
-    UserName: Optional[userNameType]
+    UserName: userNameType | None
 
 
 class DeleteOpenIDConnectProviderRequest(ServiceRequest):
@@ -922,12 +922,12 @@ class DeleteServiceLinkedRoleResponse(TypedDict, total=False):
 
 
 class DeleteServiceSpecificCredentialRequest(ServiceRequest):
-    UserName: Optional[userNameType]
+    UserName: userNameType | None
     ServiceSpecificCredentialId: serviceSpecificCredentialId
 
 
 class DeleteSigningCertificateRequest(ServiceRequest):
-    UserName: Optional[existingUserNameType]
+    UserName: existingUserNameType | None
     CertificateId: certificateIdType
 
 
@@ -949,16 +949,16 @@ class DeleteVirtualMFADeviceRequest(ServiceRequest):
 
 
 class RoleUsageType(TypedDict, total=False):
-    Region: Optional[RegionNameType]
-    Resources: Optional[ArnListType]
+    Region: RegionNameType | None
+    Resources: ArnListType | None
 
 
-RoleUsageListType = List[RoleUsageType]
+RoleUsageListType = list[RoleUsageType]
 
 
 class DeletionTaskFailureReasonType(TypedDict, total=False):
-    Reason: Optional[ReasonType]
-    RoleUsageList: Optional[RoleUsageListType]
+    Reason: ReasonType | None
+    RoleUsageList: RoleUsageListType | None
 
 
 class DetachGroupPolicyRequest(ServiceRequest):
@@ -980,12 +980,12 @@ class DisableOrganizationsRootCredentialsManagementRequest(ServiceRequest):
     pass
 
 
-FeaturesListType = List[FeatureType]
+FeaturesListType = list[FeatureType]
 
 
 class DisableOrganizationsRootCredentialsManagementResponse(TypedDict, total=False):
-    OrganizationId: Optional[OrganizationIdType]
-    EnabledFeatures: Optional[FeaturesListType]
+    OrganizationId: OrganizationIdType | None
+    EnabledFeatures: FeaturesListType | None
 
 
 class DisableOrganizationsRootSessionsRequest(ServiceRequest):
@@ -993,8 +993,8 @@ class DisableOrganizationsRootSessionsRequest(ServiceRequest):
 
 
 class DisableOrganizationsRootSessionsResponse(TypedDict, total=False):
-    OrganizationId: Optional[OrganizationIdType]
-    EnabledFeatures: Optional[FeaturesListType]
+    OrganizationId: OrganizationIdType | None
+    EnabledFeatures: FeaturesListType | None
 
 
 class EnableMFADeviceRequest(ServiceRequest):
@@ -1009,8 +1009,8 @@ class EnableOrganizationsRootCredentialsManagementRequest(ServiceRequest):
 
 
 class EnableOrganizationsRootCredentialsManagementResponse(TypedDict, total=False):
-    OrganizationId: Optional[OrganizationIdType]
-    EnabledFeatures: Optional[FeaturesListType]
+    OrganizationId: OrganizationIdType | None
+    EnabledFeatures: FeaturesListType | None
 
 
 class EnableOrganizationsRootSessionsRequest(ServiceRequest):
@@ -1018,8 +1018,8 @@ class EnableOrganizationsRootSessionsRequest(ServiceRequest):
 
 
 class EnableOrganizationsRootSessionsResponse(TypedDict, total=False):
-    OrganizationId: Optional[OrganizationIdType]
-    EnabledFeatures: Optional[FeaturesListType]
+    OrganizationId: OrganizationIdType | None
+    EnabledFeatures: FeaturesListType | None
 
 
 class EntityInfo(TypedDict, total=False):
@@ -1027,12 +1027,12 @@ class EntityInfo(TypedDict, total=False):
     Name: userNameType
     Type: policyOwnerEntityType
     Id: idType
-    Path: Optional[pathType]
+    Path: pathType | None
 
 
 class EntityDetails(TypedDict, total=False):
     EntityInfo: EntityInfo
-    LastAuthenticated: Optional[dateType]
+    LastAuthenticated: dateType | None
 
 
 class ErrorDetails(TypedDict, total=False):
@@ -1040,80 +1040,80 @@ class ErrorDetails(TypedDict, total=False):
     Code: stringType
 
 
-EvalDecisionDetailsType = Dict[EvalDecisionSourceType, PolicyEvaluationDecisionType]
+EvalDecisionDetailsType = dict[EvalDecisionSourceType, PolicyEvaluationDecisionType]
 
 
 class PermissionsBoundaryDecisionDetail(TypedDict, total=False):
-    AllowedByPermissionsBoundary: Optional[booleanType]
+    AllowedByPermissionsBoundary: booleanType | None
 
 
 class Position(TypedDict, total=False):
-    Line: Optional[LineNumber]
-    Column: Optional[ColumnNumber]
+    Line: LineNumber | None
+    Column: ColumnNumber | None
 
 
 class Statement(TypedDict, total=False):
-    SourcePolicyId: Optional[PolicyIdentifierType]
-    SourcePolicyType: Optional[PolicySourceType]
-    StartPosition: Optional[Position]
-    EndPosition: Optional[Position]
+    SourcePolicyId: PolicyIdentifierType | None
+    SourcePolicyType: PolicySourceType | None
+    StartPosition: Position | None
+    EndPosition: Position | None
 
 
-StatementListType = List[Statement]
+StatementListType = list[Statement]
 
 
 class ResourceSpecificResult(TypedDict, total=False):
     EvalResourceName: ResourceNameType
     EvalResourceDecision: PolicyEvaluationDecisionType
-    MatchedStatements: Optional[StatementListType]
-    MissingContextValues: Optional[ContextKeyNamesResultListType]
-    EvalDecisionDetails: Optional[EvalDecisionDetailsType]
-    PermissionsBoundaryDecisionDetail: Optional[PermissionsBoundaryDecisionDetail]
+    MatchedStatements: StatementListType | None
+    MissingContextValues: ContextKeyNamesResultListType | None
+    EvalDecisionDetails: EvalDecisionDetailsType | None
+    PermissionsBoundaryDecisionDetail: PermissionsBoundaryDecisionDetail | None
 
 
-ResourceSpecificResultListType = List[ResourceSpecificResult]
+ResourceSpecificResultListType = list[ResourceSpecificResult]
 
 
 class OrganizationsDecisionDetail(TypedDict, total=False):
-    AllowedByOrganizations: Optional[booleanType]
+    AllowedByOrganizations: booleanType | None
 
 
 class EvaluationResult(TypedDict, total=False):
     EvalActionName: ActionNameType
-    EvalResourceName: Optional[ResourceNameType]
+    EvalResourceName: ResourceNameType | None
     EvalDecision: PolicyEvaluationDecisionType
-    MatchedStatements: Optional[StatementListType]
-    MissingContextValues: Optional[ContextKeyNamesResultListType]
-    OrganizationsDecisionDetail: Optional[OrganizationsDecisionDetail]
-    PermissionsBoundaryDecisionDetail: Optional[PermissionsBoundaryDecisionDetail]
-    EvalDecisionDetails: Optional[EvalDecisionDetailsType]
-    ResourceSpecificResults: Optional[ResourceSpecificResultListType]
+    MatchedStatements: StatementListType | None
+    MissingContextValues: ContextKeyNamesResultListType | None
+    OrganizationsDecisionDetail: OrganizationsDecisionDetail | None
+    PermissionsBoundaryDecisionDetail: PermissionsBoundaryDecisionDetail | None
+    EvalDecisionDetails: EvalDecisionDetailsType | None
+    ResourceSpecificResults: ResourceSpecificResultListType | None
 
 
-EvaluationResultsListType = List[EvaluationResult]
+EvaluationResultsListType = list[EvaluationResult]
 
 
 class GenerateCredentialReportResponse(TypedDict, total=False):
-    State: Optional[ReportStateType]
-    Description: Optional[ReportStateDescriptionType]
+    State: ReportStateType | None
+    Description: ReportStateDescriptionType | None
 
 
 class GenerateOrganizationsAccessReportRequest(ServiceRequest):
     EntityPath: organizationsEntityPathType
-    OrganizationsPolicyId: Optional[organizationsPolicyIdType]
+    OrganizationsPolicyId: organizationsPolicyIdType | None
 
 
 class GenerateOrganizationsAccessReportResponse(TypedDict, total=False):
-    JobId: Optional[jobIDType]
+    JobId: jobIDType | None
 
 
 class GenerateServiceLastAccessedDetailsRequest(ServiceRequest):
     Arn: arnType
-    Granularity: Optional[AccessAdvisorUsageGranularityType]
+    Granularity: AccessAdvisorUsageGranularityType | None
 
 
 class GenerateServiceLastAccessedDetailsResponse(TypedDict, total=False):
-    JobId: Optional[jobIDType]
+    JobId: jobIDType | None
 
 
 class GetAccessKeyLastUsedRequest(ServiceRequest):
@@ -1121,132 +1121,132 @@ class GetAccessKeyLastUsedRequest(ServiceRequest):
 
 
 class GetAccessKeyLastUsedResponse(TypedDict, total=False):
-    UserName: Optional[existingUserNameType]
-    AccessKeyLastUsed: Optional[AccessKeyLastUsed]
+    UserName: existingUserNameType | None
+    AccessKeyLastUsed: AccessKeyLastUsed | None
 
 
-entityListType = List[EntityType]
+entityListType = list[EntityType]
 
 
 class GetAccountAuthorizationDetailsRequest(ServiceRequest):
-    Filter: Optional[entityListType]
-    MaxItems: Optional[maxItemsType]
-    Marker: Optional[markerType]
+    Filter: entityListType | None
+    MaxItems: maxItemsType | None
+    Marker: markerType | None
 
 
-policyDocumentVersionListType = List[PolicyVersion]
+policyDocumentVersionListType = list[PolicyVersion]
 
 
 class ManagedPolicyDetail(TypedDict, total=False):
-    PolicyName: Optional[policyNameType]
-    PolicyId: Optional[idType]
-    Arn: Optional[arnType]
-    Path: Optional[policyPathType]
-    DefaultVersionId: Optional[policyVersionIdType]
-    AttachmentCount: Optional[attachmentCountType]
-    PermissionsBoundaryUsageCount: Optional[attachmentCountType]
-    IsAttachable: Optional[booleanType]
-    Description: Optional[policyDescriptionType]
-    CreateDate: Optional[dateType]
-    UpdateDate: Optional[dateType]
-    PolicyVersionList: Optional[policyDocumentVersionListType]
+    PolicyName: policyNameType | None
+    PolicyId: idType | None
+    Arn: arnType | None
+    Path: policyPathType | None
+    DefaultVersionId: policyVersionIdType | None
+    AttachmentCount: attachmentCountType | None
+    PermissionsBoundaryUsageCount: attachmentCountType | None
+    IsAttachable: booleanType | None
+    Description: policyDescriptionType | None
+    CreateDate: dateType | None
+    UpdateDate: dateType | None
+    PolicyVersionList: policyDocumentVersionListType | None
 
 
-ManagedPolicyDetailListType = List[ManagedPolicyDetail]
-attachedPoliciesListType = List[AttachedPolicy]
+ManagedPolicyDetailListType = list[ManagedPolicyDetail]
+attachedPoliciesListType = list[AttachedPolicy]
 
 
 class PolicyDetail(TypedDict, total=False):
-    PolicyName: Optional[policyNameType]
-    PolicyDocument: Optional[policyDocumentType]
+    PolicyName: policyNameType | None
+    PolicyDocument: policyDocumentType | None
 
 
-policyDetailListType = List[PolicyDetail]
-instanceProfileListType = List[InstanceProfile]
+policyDetailListType = list[PolicyDetail]
+instanceProfileListType = list[InstanceProfile]
 
 
 class RoleDetail(TypedDict, total=False):
-    Path: Optional[pathType]
-    RoleName: Optional[roleNameType]
-    RoleId: Optional[idType]
-    Arn: Optional[arnType]
-    CreateDate: Optional[dateType]
-    AssumeRolePolicyDocument: Optional[policyDocumentType]
-    InstanceProfileList: Optional[instanceProfileListType]
-    RolePolicyList: Optional[policyDetailListType]
-    AttachedManagedPolicies: Optional[attachedPoliciesListType]
-    PermissionsBoundary: Optional[AttachedPermissionsBoundary]
-    Tags: Optional[tagListType]
-    RoleLastUsed: Optional[RoleLastUsed]
+    Path: pathType | None
+    RoleName: roleNameType | None
+    RoleId: idType | None
+    Arn: arnType | None
+    CreateDate: dateType | None
+    AssumeRolePolicyDocument: policyDocumentType | None
+    InstanceProfileList: instanceProfileListType | None
+    RolePolicyList: policyDetailListType | None
+    AttachedManagedPolicies: attachedPoliciesListType | None
+    PermissionsBoundary: AttachedPermissionsBoundary | None
+    Tags: tagListType | None
+    RoleLastUsed: RoleLastUsed | None
 
 
-roleDetailListType = List[RoleDetail]
+roleDetailListType = list[RoleDetail]
 
 
 class GroupDetail(TypedDict, total=False):
-    Path: Optional[pathType]
-    GroupName: Optional[groupNameType]
-    GroupId: Optional[idType]
-    Arn: Optional[arnType]
-    CreateDate: Optional[dateType]
-    GroupPolicyList: Optional[policyDetailListType]
-    AttachedManagedPolicies: Optional[attachedPoliciesListType]
+    Path: pathType | None
+    GroupName: groupNameType | None
+    GroupId: idType | None
+    Arn: arnType | None
+    CreateDate: dateType | None
+    GroupPolicyList: policyDetailListType | None
+    AttachedManagedPolicies: attachedPoliciesListType | None
 
 
-groupDetailListType = List[GroupDetail]
-groupNameListType = List[groupNameType]
+groupDetailListType = list[GroupDetail]
+groupNameListType = list[groupNameType]
 
 
 class UserDetail(TypedDict, total=False):
-    Path: Optional[pathType]
-    UserName: Optional[userNameType]
-    UserId: Optional[idType]
-    Arn: Optional[arnType]
-    CreateDate: Optional[dateType]
-    UserPolicyList: Optional[policyDetailListType]
-    GroupList: Optional[groupNameListType]
-    AttachedManagedPolicies: Optional[attachedPoliciesListType]
-    PermissionsBoundary: Optional[AttachedPermissionsBoundary]
-    Tags: Optional[tagListType]
+    Path: pathType | None
+    UserName: userNameType | None
+    UserId: idType | None
+    Arn: arnType | None
+    CreateDate: dateType | None
+    UserPolicyList: policyDetailListType | None
+    GroupList: groupNameListType | None
+    AttachedManagedPolicies: attachedPoliciesListType | None
+    PermissionsBoundary: AttachedPermissionsBoundary | None
+    Tags: tagListType | None
 
 
-userDetailListType = List[UserDetail]
+userDetailListType = list[UserDetail]
 
 
 class GetAccountAuthorizationDetailsResponse(TypedDict, total=False):
-    UserDetailList: Optional[userDetailListType]
-    GroupDetailList: Optional[groupDetailListType]
-    RoleDetailList: Optional[roleDetailListType]
-    Policies: Optional[ManagedPolicyDetailListType]
-    IsTruncated: Optional[booleanType]
-    Marker: Optional[responseMarkerType]
+    UserDetailList: userDetailListType | None
+    GroupDetailList: groupDetailListType | None
+    RoleDetailList: roleDetailListType | None
+    Policies: ManagedPolicyDetailListType | None
+    IsTruncated: booleanType | None
+    Marker: responseMarkerType | None
 
 
 class PasswordPolicy(TypedDict, total=False):
-    MinimumPasswordLength: Optional[minimumPasswordLengthType]
-    RequireSymbols: Optional[booleanType]
-    RequireNumbers: Optional[booleanType]
-    RequireUppercaseCharacters: Optional[booleanType]
-    RequireLowercaseCharacters: Optional[booleanType]
-    AllowUsersToChangePassword: Optional[booleanType]
-    ExpirePasswords: Optional[booleanType]
-    MaxPasswordAge: Optional[maxPasswordAgeType]
-    PasswordReusePrevention: Optional[passwordReusePreventionType]
-    HardExpiry: Optional[booleanObjectType]
+    MinimumPasswordLength: minimumPasswordLengthType | None
+    RequireSymbols: booleanType | None
+    RequireNumbers: booleanType | None
+    RequireUppercaseCharacters: booleanType | None
+    RequireLowercaseCharacters: booleanType | None
+    AllowUsersToChangePassword: booleanType | None
+    ExpirePasswords: booleanType | None
+    MaxPasswordAge: maxPasswordAgeType | None
+    PasswordReusePrevention: passwordReusePreventionType | None
+    HardExpiry: booleanObjectType | None
 
 
 class GetAccountPasswordPolicyResponse(TypedDict, total=False):
     PasswordPolicy: PasswordPolicy
 
 
-summaryMapType = Dict[summaryKeyType, summaryValueType]
+summaryMapType = dict[summaryKeyType, summaryValueType]
 
 
 class GetAccountSummaryResponse(TypedDict, total=False):
-    SummaryMap: Optional[summaryMapType]
+    SummaryMap: summaryMapType | None
 
 
-SimulationPolicyListType = List[policyDocumentType]
+SimulationPolicyListType = list[policyDocumentType]
 
 
 class GetContextKeysForCustomPolicyRequest(ServiceRequest):
@@ -1254,21 +1254,21 @@ class GetContextKeysForCustomPolicyRequest(ServiceRequest):
 
 
 class GetContextKeysForPolicyResponse(TypedDict, total=False):
-    ContextKeyNames: Optional[ContextKeyNamesResultListType]
+    ContextKeyNames: ContextKeyNamesResultListType | None
 
 
 class GetContextKeysForPrincipalPolicyRequest(ServiceRequest):
     PolicySourceArn: arnType
-    PolicyInputList: Optional[SimulationPolicyListType]
+    PolicyInputList: SimulationPolicyListType | None
 
 
 ReportContentType = bytes
 
 
 class GetCredentialReportResponse(TypedDict, total=False):
-    Content: Optional[ReportContentType]
-    ReportFormat: Optional[ReportFormatType]
-    GeneratedTime: Optional[dateType]
+    Content: ReportContentType | None
+    ReportFormat: ReportFormatType | None
+    GeneratedTime: dateType | None
 
 
 class GetGroupPolicyRequest(ServiceRequest):
@@ -1284,18 +1284,18 @@ class GetGroupPolicyResponse(TypedDict, total=False):
 
 class GetGroupRequest(ServiceRequest):
     GroupName: groupNameType
-    Marker: Optional[markerType]
-    MaxItems: Optional[maxItemsType]
+    Marker: markerType | None
+    MaxItems: maxItemsType | None
 
 
-userListType = List[User]
+userListType = list[User]
 
 
 class GetGroupResponse(TypedDict, total=False):
     Group: Group
     Users: userListType
-    IsTruncated: Optional[booleanType]
-    Marker: Optional[responseMarkerType]
+    IsTruncated: booleanType | None
+    Marker: responseMarkerType | None
 
 
 class GetInstanceProfileRequest(ServiceRequest):
@@ -1307,7 +1307,7 @@ class GetInstanceProfileResponse(TypedDict, total=False):
 
 
 class GetLoginProfileRequest(ServiceRequest):
-    UserName: Optional[userNameType]
+    UserName: userNameType | None
 
 
 class GetLoginProfileResponse(TypedDict, total=False):
@@ -1316,14 +1316,14 @@ class GetLoginProfileResponse(TypedDict, total=False):
 
 class GetMFADeviceRequest(ServiceRequest):
     SerialNumber: serialNumberType
-    UserName: Optional[userNameType]
+    UserName: userNameType | None
 
 
 class GetMFADeviceResponse(TypedDict, total=False):
-    UserName: Optional[userNameType]
+    UserName: userNameType | None
     SerialNumber: serialNumberType
-    EnableDate: Optional[dateType]
-    Certifications: Optional[CertificationMapType]
+    EnableDate: dateType | None
+    Certifications: CertificationMapType | None
 
 
 class GetOpenIDConnectProviderRequest(ServiceRequest):
@@ -1331,30 +1331,30 @@ class GetOpenIDConnectProviderRequest(ServiceRequest):
 
 
 class GetOpenIDConnectProviderResponse(TypedDict, total=False):
-    Url: Optional[OpenIDConnectProviderUrlType]
-    ClientIDList: Optional[clientIDListType]
-    ThumbprintList: Optional[thumbprintListType]
-    CreateDate: Optional[dateType]
-    Tags: Optional[tagListType]
+    Url: OpenIDConnectProviderUrlType | None
+    ClientIDList: clientIDListType | None
+    ThumbprintList: thumbprintListType | None
+    CreateDate: dateType | None
+    Tags: tagListType | None
 
 
 class GetOrganizationsAccessReportRequest(ServiceRequest):
     JobId: jobIDType
-    MaxItems: Optional[maxItemsType]
-    Marker: Optional[markerType]
-    SortKey: Optional[sortKeyType]
+    MaxItems: maxItemsType | None
+    Marker: markerType | None
+    SortKey: sortKeyType | None
 
 
 class GetOrganizationsAccessReportResponse(TypedDict, total=False):
     JobStatus: jobStatusType
     JobCreationDate: dateType
-    JobCompletionDate: Optional[dateType]
-    NumberOfServicesAccessible: Optional[integerType]
-    NumberOfServicesNotAccessed: Optional[integerType]
-    AccessDetails: Optional[AccessDetails]
-    IsTruncated: Optional[booleanType]
-    Marker: Optional[markerType]
-    ErrorDetails: Optional[ErrorDetails]
+    JobCompletionDate: dateType | None
+    NumberOfServicesAccessible: integerType | None
+    NumberOfServicesNotAccessed: integerType | None
+    AccessDetails: AccessDetails | None
+    IsTruncated: booleanType | None
+    Marker: markerType | None
+    ErrorDetails: ErrorDetails | None
 
 
 class GetPolicyRequest(ServiceRequest):
@@ -1362,7 +1362,7 @@ class GetPolicyRequest(ServiceRequest):
 
 
 class GetPolicyResponse(TypedDict, total=False):
-    Policy: Optional[Policy]
+    Policy: Policy | None
 
 
 class GetPolicyVersionRequest(ServiceRequest):
@@ -1371,7 +1371,7 @@ class GetPolicyVersionRequest(ServiceRequest):
 
 
 class GetPolicyVersionResponse(TypedDict, total=False):
-    PolicyVersion: Optional[PolicyVersion]
+    PolicyVersion: PolicyVersion | None
 
 
 class GetRolePolicyRequest(ServiceRequest):
@@ -1398,21 +1398,21 @@ class GetSAMLProviderRequest(ServiceRequest):
 
 
 class SAMLPrivateKey(TypedDict, total=False):
-    KeyId: Optional[privateKeyIdType]
-    Timestamp: Optional[dateType]
+    KeyId: privateKeyIdType | None
+    Timestamp: dateType | None
 
 
-privateKeyList = List[SAMLPrivateKey]
+privateKeyList = list[SAMLPrivateKey]
 
 
 class GetSAMLProviderResponse(TypedDict, total=False):
-    SAMLProviderUUID: Optional[privateKeyIdType]
-    SAMLMetadataDocument: Optional[SAMLMetadataDocumentType]
-    CreateDate: Optional[dateType]
-    ValidUntil: Optional[dateType]
-    Tags: Optional[tagListType]
-    AssertionEncryptionMode: Optional[assertionEncryptionModeType]
-    PrivateKeyList: Optional[privateKeyList]
+    SAMLProviderUUID: privateKeyIdType | None
+    SAMLMetadataDocument: SAMLMetadataDocumentType | None
+    CreateDate: dateType | None
+    ValidUntil: dateType | None
+    Tags: tagListType | None
+    AssertionEncryptionMode: assertionEncryptionModeType | None
+    PrivateKeyList: privateKeyList | None
 
 
 class GetSSHPublicKeyRequest(ServiceRequest):
@@ -1427,11 +1427,11 @@ class SSHPublicKey(TypedDict, total=False):
     Fingerprint: publicKeyFingerprintType
     SSHPublicKeyBody: publicKeyMaterialType
     Status: statusType
-    UploadDate: Optional[dateType]
+    UploadDate: dateType | None
 
 
 class GetSSHPublicKeyResponse(TypedDict, total=False):
-    SSHPublicKey: Optional[SSHPublicKey]
+    SSHPublicKey: SSHPublicKey | None
 
 
 class GetServerCertificateRequest(ServiceRequest):
@@ -1443,15 +1443,15 @@ class ServerCertificateMetadata(TypedDict, total=False):
     ServerCertificateName: serverCertificateNameType
     ServerCertificateId: idType
     Arn: arnType
-    UploadDate: Optional[dateType]
-    Expiration: Optional[dateType]
+    UploadDate: dateType | None
+    Expiration: dateType | None
 
 
 class ServerCertificate(TypedDict, total=False):
     ServerCertificateMetadata: ServerCertificateMetadata
     CertificateBody: certificateBodyType
-    CertificateChain: Optional[certificateChainType]
-    Tags: Optional[tagListType]
+    CertificateChain: certificateChainType | None
+    Tags: tagListType | None
 
 
 class GetServerCertificateResponse(TypedDict, total=False):
@@ -1460,52 +1460,52 @@ class GetServerCertificateResponse(TypedDict, total=False):
 
 class GetServiceLastAccessedDetailsRequest(ServiceRequest):
     JobId: jobIDType
-    MaxItems: Optional[maxItemsType]
-    Marker: Optional[markerType]
+    MaxItems: maxItemsType | None
+    Marker: markerType | None
 
 
 class TrackedActionLastAccessed(TypedDict, total=False):
-    ActionName: Optional[stringType]
-    LastAccessedEntity: Optional[arnType]
-    LastAccessedTime: Optional[dateType]
-    LastAccessedRegion: Optional[stringType]
+    ActionName: stringType | None
+    LastAccessedEntity: arnType | None
+    LastAccessedTime: dateType | None
+    LastAccessedRegion: stringType | None
 
 
-TrackedActionsLastAccessed = List[TrackedActionLastAccessed]
+TrackedActionsLastAccessed = list[TrackedActionLastAccessed]
 
 
 class ServiceLastAccessed(TypedDict, total=False):
     ServiceName: serviceNameType
-    LastAuthenticated: Optional[dateType]
+    LastAuthenticated: dateType | None
     ServiceNamespace: serviceNamespaceType
-    LastAuthenticatedEntity: Optional[arnType]
-    LastAuthenticatedRegion: Optional[stringType]
-    TotalAuthenticatedEntities: Optional[integerType]
-    TrackedActionsLastAccessed: Optional[TrackedActionsLastAccessed]
+    LastAuthenticatedEntity: arnType | None
+    LastAuthenticatedRegion: stringType | None
+    TotalAuthenticatedEntities: integerType | None
+    TrackedActionsLastAccessed: TrackedActionsLastAccessed | None
 
 
-ServicesLastAccessed = List[ServiceLastAccessed]
+ServicesLastAccessed = list[ServiceLastAccessed]
 
 
 class GetServiceLastAccessedDetailsResponse(TypedDict, total=False):
     JobStatus: jobStatusType
-    JobType: Optional[AccessAdvisorUsageGranularityType]
+    JobType: AccessAdvisorUsageGranularityType | None
     JobCreationDate: dateType
     ServicesLastAccessed: ServicesLastAccessed
     JobCompletionDate: dateType
-    IsTruncated: Optional[booleanType]
-    Marker: Optional[responseMarkerType]
-    Error: Optional[ErrorDetails]
+    IsTruncated: booleanType | None
+    Marker: responseMarkerType | None
+    Error: ErrorDetails | None
 
 
 class GetServiceLastAccessedDetailsWithEntitiesRequest(ServiceRequest):
     JobId: jobIDType
     ServiceNamespace: serviceNamespaceType
-    MaxItems: Optional[maxItemsType]
-    Marker: Optional[markerType]
+    MaxItems: maxItemsType | None
+    Marker: markerType | None
 
 
-entityDetailsListType = List[EntityDetails]
+entityDetailsListType = list[EntityDetails]
 
 
 class GetServiceLastAccessedDetailsWithEntitiesResponse(TypedDict, total=False):
@@ -1513,9 +1513,9 @@ class GetServiceLastAccessedDetailsWithEntitiesResponse(TypedDict, total=False):
     JobCreationDate: dateType
     JobCompletionDate: dateType
     EntityDetailsList: entityDetailsListType
-    IsTruncated: Optional[booleanType]
-    Marker: Optional[responseMarkerType]
-    Error: Optional[ErrorDetails]
+    IsTruncated: booleanType | None
+    Marker: responseMarkerType | None
+    Error: ErrorDetails | None
 
 
 class GetServiceLinkedRoleDeletionStatusRequest(ServiceRequest):
@@ -1524,7 +1524,7 @@ class GetServiceLinkedRoleDeletionStatusRequest(ServiceRequest):
 
 class GetServiceLinkedRoleDeletionStatusResponse(TypedDict, total=False):
     Status: DeletionTaskStatusType
-    Reason: Optional[DeletionTaskFailureReasonType]
+    Reason: DeletionTaskFailureReasonType | None
 
 
 class GetUserPolicyRequest(ServiceRequest):
@@ -1539,7 +1539,7 @@ class GetUserPolicyResponse(TypedDict, total=False):
 
 
 class GetUserRequest(ServiceRequest):
-    UserName: Optional[existingUserNameType]
+    UserName: existingUserNameType | None
 
 
 class GetUserResponse(TypedDict, total=False):
@@ -1547,208 +1547,208 @@ class GetUserResponse(TypedDict, total=False):
 
 
 class ListAccessKeysRequest(ServiceRequest):
-    UserName: Optional[existingUserNameType]
-    Marker: Optional[markerType]
-    MaxItems: Optional[maxItemsType]
+    UserName: existingUserNameType | None
+    Marker: markerType | None
+    MaxItems: maxItemsType | None
 
 
-accessKeyMetadataListType = List[AccessKeyMetadata]
+accessKeyMetadataListType = list[AccessKeyMetadata]
 
 
 class ListAccessKeysResponse(TypedDict, total=False):
     AccessKeyMetadata: accessKeyMetadataListType
-    IsTruncated: Optional[booleanType]
-    Marker: Optional[responseMarkerType]
+    IsTruncated: booleanType | None
+    Marker: responseMarkerType | None
 
 
 class ListAccountAliasesRequest(ServiceRequest):
-    Marker: Optional[markerType]
-    MaxItems: Optional[maxItemsType]
+    Marker: markerType | None
+    MaxItems: maxItemsType | None
 
 
-accountAliasListType = List[accountAliasType]
+accountAliasListType = list[accountAliasType]
 
 
 class ListAccountAliasesResponse(TypedDict, total=False):
     AccountAliases: accountAliasListType
-    IsTruncated: Optional[booleanType]
-    Marker: Optional[responseMarkerType]
+    IsTruncated: booleanType | None
+    Marker: responseMarkerType | None
 
 
 class ListAttachedGroupPoliciesRequest(ServiceRequest):
     GroupName: groupNameType
-    PathPrefix: Optional[policyPathType]
-    Marker: Optional[markerType]
-    MaxItems: Optional[maxItemsType]
+    PathPrefix: policyPathType | None
+    Marker: markerType | None
+    MaxItems: maxItemsType | None
 
 
 class ListAttachedGroupPoliciesResponse(TypedDict, total=False):
-    AttachedPolicies: Optional[attachedPoliciesListType]
-    IsTruncated: Optional[booleanType]
-    Marker: Optional[responseMarkerType]
+    AttachedPolicies: attachedPoliciesListType | None
+    IsTruncated: booleanType | None
+    Marker: responseMarkerType | None
 
 
 class ListAttachedRolePoliciesRequest(ServiceRequest):
     RoleName: roleNameType
-    PathPrefix: Optional[policyPathType]
-    Marker: Optional[markerType]
-    MaxItems: Optional[maxItemsType]
+    PathPrefix: policyPathType | None
+    Marker: markerType | None
+    MaxItems: maxItemsType | None
 
 
 class ListAttachedRolePoliciesResponse(TypedDict, total=False):
-    AttachedPolicies: Optional[attachedPoliciesListType]
-    IsTruncated: Optional[booleanType]
-    Marker: Optional[responseMarkerType]
+    AttachedPolicies: attachedPoliciesListType | None
+    IsTruncated: booleanType | None
+    Marker: responseMarkerType | None
 
 
 class ListAttachedUserPoliciesRequest(ServiceRequest):
     UserName: userNameType
-    PathPrefix: Optional[policyPathType]
-    Marker: Optional[markerType]
-    MaxItems: Optional[maxItemsType]
+    PathPrefix: policyPathType | None
+    Marker: markerType | None
+    MaxItems: maxItemsType | None
 
 
 class ListAttachedUserPoliciesResponse(TypedDict, total=False):
-    AttachedPolicies: Optional[attachedPoliciesListType]
-    IsTruncated: Optional[booleanType]
-    Marker: Optional[responseMarkerType]
+    AttachedPolicies: attachedPoliciesListType | None
+    IsTruncated: booleanType | None
+    Marker: responseMarkerType | None
 
 
 class ListEntitiesForPolicyRequest(ServiceRequest):
     PolicyArn: arnType
-    EntityFilter: Optional[EntityType]
-    PathPrefix: Optional[pathType]
-    PolicyUsageFilter: Optional[PolicyUsageType]
-    Marker: Optional[markerType]
-    MaxItems: Optional[maxItemsType]
+    EntityFilter: EntityType | None
+    PathPrefix: pathType | None
+    PolicyUsageFilter: PolicyUsageType | None
+    Marker: markerType | None
+    MaxItems: maxItemsType | None
 
 
 class PolicyRole(TypedDict, total=False):
-    RoleName: Optional[roleNameType]
-    RoleId: Optional[idType]
+    RoleName: roleNameType | None
+    RoleId: idType | None
 
 
-PolicyRoleListType = List[PolicyRole]
+PolicyRoleListType = list[PolicyRole]
 
 
 class PolicyUser(TypedDict, total=False):
-    UserName: Optional[userNameType]
-    UserId: Optional[idType]
+    UserName: userNameType | None
+    UserId: idType | None
 
 
-PolicyUserListType = List[PolicyUser]
+PolicyUserListType = list[PolicyUser]
 
 
 class PolicyGroup(TypedDict, total=False):
-    GroupName: Optional[groupNameType]
-    GroupId: Optional[idType]
+    GroupName: groupNameType | None
+    GroupId: idType | None
 
 
-PolicyGroupListType = List[PolicyGroup]
+PolicyGroupListType = list[PolicyGroup]
 
 
 class ListEntitiesForPolicyResponse(TypedDict, total=False):
-    PolicyGroups: Optional[PolicyGroupListType]
-    PolicyUsers: Optional[PolicyUserListType]
-    PolicyRoles: Optional[PolicyRoleListType]
-    IsTruncated: Optional[booleanType]
-    Marker: Optional[responseMarkerType]
+    PolicyGroups: PolicyGroupListType | None
+    PolicyUsers: PolicyUserListType | None
+    PolicyRoles: PolicyRoleListType | None
+    IsTruncated: booleanType | None
+    Marker: responseMarkerType | None
 
 
 class ListGroupPoliciesRequest(ServiceRequest):
     GroupName: groupNameType
-    Marker: Optional[markerType]
-    MaxItems: Optional[maxItemsType]
+    Marker: markerType | None
+    MaxItems: maxItemsType | None
 
 
-policyNameListType = List[policyNameType]
+policyNameListType = list[policyNameType]
 
 
 class ListGroupPoliciesResponse(TypedDict, total=False):
     PolicyNames: policyNameListType
-    IsTruncated: Optional[booleanType]
-    Marker: Optional[responseMarkerType]
+    IsTruncated: booleanType | None
+    Marker: responseMarkerType | None
 
 
 class ListGroupsForUserRequest(ServiceRequest):
     UserName: existingUserNameType
-    Marker: Optional[markerType]
-    MaxItems: Optional[maxItemsType]
+    Marker: markerType | None
+    MaxItems: maxItemsType | None
 
 
-groupListType = List[Group]
+groupListType = list[Group]
 
 
 class ListGroupsForUserResponse(TypedDict, total=False):
     Groups: groupListType
-    IsTruncated: Optional[booleanType]
-    Marker: Optional[responseMarkerType]
+    IsTruncated: booleanType | None
+    Marker: responseMarkerType | None
 
 
 class ListGroupsRequest(ServiceRequest):
-    PathPrefix: Optional[pathPrefixType]
-    Marker: Optional[markerType]
-    MaxItems: Optional[maxItemsType]
+    PathPrefix: pathPrefixType | None
+    Marker: markerType | None
+    MaxItems: maxItemsType | None
 
 
 class ListGroupsResponse(TypedDict, total=False):
     Groups: groupListType
-    IsTruncated: Optional[booleanType]
-    Marker: Optional[responseMarkerType]
+    IsTruncated: booleanType | None
+    Marker: responseMarkerType | None
 
 
 class ListInstanceProfileTagsRequest(ServiceRequest):
     InstanceProfileName: instanceProfileNameType
-    Marker: Optional[markerType]
-    MaxItems: Optional[maxItemsType]
+    Marker: markerType | None
+    MaxItems: maxItemsType | None
 
 
 class ListInstanceProfileTagsResponse(TypedDict, total=False):
     Tags: tagListType
-    IsTruncated: Optional[booleanType]
-    Marker: Optional[responseMarkerType]
+    IsTruncated: booleanType | None
+    Marker: responseMarkerType | None
 
 
 class ListInstanceProfilesForRoleRequest(ServiceRequest):
     RoleName: roleNameType
-    Marker: Optional[markerType]
-    MaxItems: Optional[maxItemsType]
+    Marker: markerType | None
+    MaxItems: maxItemsType | None
 
 
 class ListInstanceProfilesForRoleResponse(TypedDict, total=False):
     InstanceProfiles: instanceProfileListType
-    IsTruncated: Optional[booleanType]
-    Marker: Optional[responseMarkerType]
+    IsTruncated: booleanType | None
+    Marker: responseMarkerType | None
 
 
 class ListInstanceProfilesRequest(ServiceRequest):
-    PathPrefix: Optional[pathPrefixType]
-    Marker: Optional[markerType]
-    MaxItems: Optional[maxItemsType]
+    PathPrefix: pathPrefixType | None
+    Marker: markerType | None
+    MaxItems: maxItemsType | None
 
 
 class ListInstanceProfilesResponse(TypedDict, total=False):
     InstanceProfiles: instanceProfileListType
-    IsTruncated: Optional[booleanType]
-    Marker: Optional[responseMarkerType]
+    IsTruncated: booleanType | None
+    Marker: responseMarkerType | None
 
 
 class ListMFADeviceTagsRequest(ServiceRequest):
     SerialNumber: serialNumberType
-    Marker: Optional[markerType]
-    MaxItems: Optional[maxItemsType]
+    Marker: markerType | None
+    MaxItems: maxItemsType | None
 
 
 class ListMFADeviceTagsResponse(TypedDict, total=False):
     Tags: tagListType
-    IsTruncated: Optional[booleanType]
-    Marker: Optional[responseMarkerType]
+    IsTruncated: booleanType | None
+    Marker: responseMarkerType | None
 
 
 class ListMFADevicesRequest(ServiceRequest):
-    UserName: Optional[existingUserNameType]
-    Marker: Optional[markerType]
-    MaxItems: Optional[maxItemsType]
+    UserName: existingUserNameType | None
+    Marker: markerType | None
+    MaxItems: maxItemsType | None
 
 
 class MFADevice(TypedDict, total=False):
@@ -1757,25 +1757,25 @@ class MFADevice(TypedDict, total=False):
     EnableDate: dateType
 
 
-mfaDeviceListType = List[MFADevice]
+mfaDeviceListType = list[MFADevice]
 
 
 class ListMFADevicesResponse(TypedDict, total=False):
     MFADevices: mfaDeviceListType
-    IsTruncated: Optional[booleanType]
-    Marker: Optional[responseMarkerType]
+    IsTruncated: booleanType | None
+    Marker: responseMarkerType | None
 
 
 class ListOpenIDConnectProviderTagsRequest(ServiceRequest):
     OpenIDConnectProviderArn: arnType
-    Marker: Optional[markerType]
-    MaxItems: Optional[maxItemsType]
+    Marker: markerType | None
+    MaxItems: maxItemsType | None
 
 
 class ListOpenIDConnectProviderTagsResponse(TypedDict, total=False):
     Tags: tagListType
-    IsTruncated: Optional[booleanType]
-    Marker: Optional[responseMarkerType]
+    IsTruncated: booleanType | None
+    Marker: responseMarkerType | None
 
 
 class ListOpenIDConnectProvidersRequest(ServiceRequest):
@@ -1783,14 +1783,14 @@ class ListOpenIDConnectProvidersRequest(ServiceRequest):
 
 
 class OpenIDConnectProviderListEntry(TypedDict, total=False):
-    Arn: Optional[arnType]
+    Arn: arnType | None
 
 
-OpenIDConnectProviderListType = List[OpenIDConnectProviderListEntry]
+OpenIDConnectProviderListType = list[OpenIDConnectProviderListEntry]
 
 
 class ListOpenIDConnectProvidersResponse(TypedDict, total=False):
-    OpenIDConnectProviderList: Optional[OpenIDConnectProviderListType]
+    OpenIDConnectProviderList: OpenIDConnectProviderListType | None
 
 
 class ListOrganizationsFeaturesRequest(ServiceRequest):
@@ -1798,132 +1798,132 @@ class ListOrganizationsFeaturesRequest(ServiceRequest):
 
 
 class ListOrganizationsFeaturesResponse(TypedDict, total=False):
-    OrganizationId: Optional[OrganizationIdType]
-    EnabledFeatures: Optional[FeaturesListType]
+    OrganizationId: OrganizationIdType | None
+    EnabledFeatures: FeaturesListType | None
 
 
 class PolicyGrantingServiceAccess(TypedDict, total=False):
     PolicyName: policyNameType
     PolicyType: policyType
-    PolicyArn: Optional[arnType]
-    EntityType: Optional[policyOwnerEntityType]
-    EntityName: Optional[entityNameType]
+    PolicyArn: arnType | None
+    EntityType: policyOwnerEntityType | None
+    EntityName: entityNameType | None
 
 
-policyGrantingServiceAccessListType = List[PolicyGrantingServiceAccess]
+policyGrantingServiceAccessListType = list[PolicyGrantingServiceAccess]
 
 
 class ListPoliciesGrantingServiceAccessEntry(TypedDict, total=False):
-    ServiceNamespace: Optional[serviceNamespaceType]
-    Policies: Optional[policyGrantingServiceAccessListType]
+    ServiceNamespace: serviceNamespaceType | None
+    Policies: policyGrantingServiceAccessListType | None
 
 
-serviceNamespaceListType = List[serviceNamespaceType]
+serviceNamespaceListType = list[serviceNamespaceType]
 
 
 class ListPoliciesGrantingServiceAccessRequest(ServiceRequest):
-    Marker: Optional[markerType]
+    Marker: markerType | None
     Arn: arnType
     ServiceNamespaces: serviceNamespaceListType
 
 
-listPolicyGrantingServiceAccessResponseListType = List[ListPoliciesGrantingServiceAccessEntry]
+listPolicyGrantingServiceAccessResponseListType = list[ListPoliciesGrantingServiceAccessEntry]
 
 
 class ListPoliciesGrantingServiceAccessResponse(TypedDict, total=False):
     PoliciesGrantingServiceAccess: listPolicyGrantingServiceAccessResponseListType
-    IsTruncated: Optional[booleanType]
-    Marker: Optional[responseMarkerType]
+    IsTruncated: booleanType | None
+    Marker: responseMarkerType | None
 
 
 class ListPoliciesRequest(ServiceRequest):
-    Scope: Optional[policyScopeType]
-    OnlyAttached: Optional[booleanType]
-    PathPrefix: Optional[policyPathType]
-    PolicyUsageFilter: Optional[PolicyUsageType]
-    Marker: Optional[markerType]
-    MaxItems: Optional[maxItemsType]
+    Scope: policyScopeType | None
+    OnlyAttached: booleanType | None
+    PathPrefix: policyPathType | None
+    PolicyUsageFilter: PolicyUsageType | None
+    Marker: markerType | None
+    MaxItems: maxItemsType | None
 
 
-policyListType = List[Policy]
+policyListType = list[Policy]
 
 
 class ListPoliciesResponse(TypedDict, total=False):
-    Policies: Optional[policyListType]
-    IsTruncated: Optional[booleanType]
-    Marker: Optional[responseMarkerType]
+    Policies: policyListType | None
+    IsTruncated: booleanType | None
+    Marker: responseMarkerType | None
 
 
 class ListPolicyTagsRequest(ServiceRequest):
     PolicyArn: arnType
-    Marker: Optional[markerType]
-    MaxItems: Optional[maxItemsType]
+    Marker: markerType | None
+    MaxItems: maxItemsType | None
 
 
 class ListPolicyTagsResponse(TypedDict, total=False):
     Tags: tagListType
-    IsTruncated: Optional[booleanType]
-    Marker: Optional[responseMarkerType]
+    IsTruncated: booleanType | None
+    Marker: responseMarkerType | None
 
 
 class ListPolicyVersionsRequest(ServiceRequest):
     PolicyArn: arnType
-    Marker: Optional[markerType]
-    MaxItems: Optional[maxItemsType]
+    Marker: markerType | None
+    MaxItems: maxItemsType | None
 
 
 class ListPolicyVersionsResponse(TypedDict, total=False):
-    Versions: Optional[policyDocumentVersionListType]
-    IsTruncated: Optional[booleanType]
-    Marker: Optional[responseMarkerType]
+    Versions: policyDocumentVersionListType | None
+    IsTruncated: booleanType | None
+    Marker: responseMarkerType | None
 
 
 class ListRolePoliciesRequest(ServiceRequest):
     RoleName: roleNameType
-    Marker: Optional[markerType]
-    MaxItems: Optional[maxItemsType]
+    Marker: markerType | None
+    MaxItems: maxItemsType | None
 
 
 class ListRolePoliciesResponse(TypedDict, total=False):
     PolicyNames: policyNameListType
-    IsTruncated: Optional[booleanType]
-    Marker: Optional[responseMarkerType]
+    IsTruncated: booleanType | None
+    Marker: responseMarkerType | None
 
 
 class ListRoleTagsRequest(ServiceRequest):
     RoleName: roleNameType
-    Marker: Optional[markerType]
-    MaxItems: Optional[maxItemsType]
+    Marker: markerType | None
+    MaxItems: maxItemsType | None
 
 
 class ListRoleTagsResponse(TypedDict, total=False):
     Tags: tagListType
-    IsTruncated: Optional[booleanType]
-    Marker: Optional[responseMarkerType]
+    IsTruncated: booleanType | None
+    Marker: responseMarkerType | None
 
 
 class ListRolesRequest(ServiceRequest):
-    PathPrefix: Optional[pathPrefixType]
-    Marker: Optional[markerType]
-    MaxItems: Optional[maxItemsType]
+    PathPrefix: pathPrefixType | None
+    Marker: markerType | None
+    MaxItems: maxItemsType | None
 
 
 class ListRolesResponse(TypedDict, total=False):
     Roles: roleListType
-    IsTruncated: Optional[booleanType]
-    Marker: Optional[responseMarkerType]
+    IsTruncated: booleanType | None
+    Marker: responseMarkerType | None
 
 
 class ListSAMLProviderTagsRequest(ServiceRequest):
     SAMLProviderArn: arnType
-    Marker: Optional[markerType]
-    MaxItems: Optional[maxItemsType]
+    Marker: markerType | None
+    MaxItems: maxItemsType | None
 
 
 class ListSAMLProviderTagsResponse(TypedDict, total=False):
     Tags: tagListType
-    IsTruncated: Optional[booleanType]
-    Marker: Optional[responseMarkerType]
+    IsTruncated: booleanType | None
+    Marker: responseMarkerType | None
 
 
 class ListSAMLProvidersRequest(ServiceRequest):
@@ -1931,22 +1931,22 @@ class ListSAMLProvidersRequest(ServiceRequest):
 
 
 class SAMLProviderListEntry(TypedDict, total=False):
-    Arn: Optional[arnType]
-    ValidUntil: Optional[dateType]
-    CreateDate: Optional[dateType]
+    Arn: arnType | None
+    ValidUntil: dateType | None
+    CreateDate: dateType | None
 
 
-SAMLProviderListType = List[SAMLProviderListEntry]
+SAMLProviderListType = list[SAMLProviderListEntry]
 
 
 class ListSAMLProvidersResponse(TypedDict, total=False):
-    SAMLProviderList: Optional[SAMLProviderListType]
+    SAMLProviderList: SAMLProviderListType | None
 
 
 class ListSSHPublicKeysRequest(ServiceRequest):
-    UserName: Optional[userNameType]
-    Marker: Optional[markerType]
-    MaxItems: Optional[maxItemsType]
+    UserName: userNameType | None
+    Marker: markerType | None
+    MaxItems: maxItemsType | None
 
 
 class SSHPublicKeyMetadata(TypedDict, total=False):
@@ -1956,74 +1956,74 @@ class SSHPublicKeyMetadata(TypedDict, total=False):
     UploadDate: dateType
 
 
-SSHPublicKeyListType = List[SSHPublicKeyMetadata]
+SSHPublicKeyListType = list[SSHPublicKeyMetadata]
 
 
 class ListSSHPublicKeysResponse(TypedDict, total=False):
-    SSHPublicKeys: Optional[SSHPublicKeyListType]
-    IsTruncated: Optional[booleanType]
-    Marker: Optional[responseMarkerType]
+    SSHPublicKeys: SSHPublicKeyListType | None
+    IsTruncated: booleanType | None
+    Marker: responseMarkerType | None
 
 
 class ListServerCertificateTagsRequest(ServiceRequest):
     ServerCertificateName: serverCertificateNameType
-    Marker: Optional[markerType]
-    MaxItems: Optional[maxItemsType]
+    Marker: markerType | None
+    MaxItems: maxItemsType | None
 
 
 class ListServerCertificateTagsResponse(TypedDict, total=False):
     Tags: tagListType
-    IsTruncated: Optional[booleanType]
-    Marker: Optional[responseMarkerType]
+    IsTruncated: booleanType | None
+    Marker: responseMarkerType | None
 
 
 class ListServerCertificatesRequest(ServiceRequest):
-    PathPrefix: Optional[pathPrefixType]
-    Marker: Optional[markerType]
-    MaxItems: Optional[maxItemsType]
+    PathPrefix: pathPrefixType | None
+    Marker: markerType | None
+    MaxItems: maxItemsType | None
 
 
-serverCertificateMetadataListType = List[ServerCertificateMetadata]
+serverCertificateMetadataListType = list[ServerCertificateMetadata]
 
 
 class ListServerCertificatesResponse(TypedDict, total=False):
     ServerCertificateMetadataList: serverCertificateMetadataListType
-    IsTruncated: Optional[booleanType]
-    Marker: Optional[responseMarkerType]
+    IsTruncated: booleanType | None
+    Marker: responseMarkerType | None
 
 
 class ListServiceSpecificCredentialsRequest(ServiceRequest):
-    UserName: Optional[userNameType]
-    ServiceName: Optional[serviceName]
-    AllUsers: Optional[allUsers]
-    Marker: Optional[markerType]
-    MaxItems: Optional[maxItemsType]
+    UserName: userNameType | None
+    ServiceName: serviceName | None
+    AllUsers: allUsers | None
+    Marker: markerType | None
+    MaxItems: maxItemsType | None
 
 
 class ServiceSpecificCredentialMetadata(TypedDict, total=False):
     UserName: userNameType
     Status: statusType
-    ServiceUserName: Optional[serviceUserName]
-    ServiceCredentialAlias: Optional[serviceCredentialAlias]
+    ServiceUserName: serviceUserName | None
+    ServiceCredentialAlias: serviceCredentialAlias | None
     CreateDate: dateType
-    ExpirationDate: Optional[dateType]
+    ExpirationDate: dateType | None
     ServiceSpecificCredentialId: serviceSpecificCredentialId
     ServiceName: serviceName
 
 
-ServiceSpecificCredentialsListType = List[ServiceSpecificCredentialMetadata]
+ServiceSpecificCredentialsListType = list[ServiceSpecificCredentialMetadata]
 
 
 class ListServiceSpecificCredentialsResponse(TypedDict, total=False):
-    ServiceSpecificCredentials: Optional[ServiceSpecificCredentialsListType]
-    Marker: Optional[responseMarkerType]
-    IsTruncated: Optional[booleanType]
+    ServiceSpecificCredentials: ServiceSpecificCredentialsListType | None
+    Marker: responseMarkerType | None
+    IsTruncated: booleanType | None
 
 
 class ListSigningCertificatesRequest(ServiceRequest):
-    UserName: Optional[existingUserNameType]
-    Marker: Optional[markerType]
-    MaxItems: Optional[maxItemsType]
+    UserName: existingUserNameType | None
+    Marker: markerType | None
+    MaxItems: maxItemsType | None
 
 
 class SigningCertificate(TypedDict, total=False):
@@ -2031,67 +2031,67 @@ class SigningCertificate(TypedDict, total=False):
     CertificateId: certificateIdType
     CertificateBody: certificateBodyType
     Status: statusType
-    UploadDate: Optional[dateType]
+    UploadDate: dateType | None
 
 
-certificateListType = List[SigningCertificate]
+certificateListType = list[SigningCertificate]
 
 
 class ListSigningCertificatesResponse(TypedDict, total=False):
     Certificates: certificateListType
-    IsTruncated: Optional[booleanType]
-    Marker: Optional[responseMarkerType]
+    IsTruncated: booleanType | None
+    Marker: responseMarkerType | None
 
 
 class ListUserPoliciesRequest(ServiceRequest):
     UserName: existingUserNameType
-    Marker: Optional[markerType]
-    MaxItems: Optional[maxItemsType]
+    Marker: markerType | None
+    MaxItems: maxItemsType | None
 
 
 class ListUserPoliciesResponse(TypedDict, total=False):
     PolicyNames: policyNameListType
-    IsTruncated: Optional[booleanType]
-    Marker: Optional[responseMarkerType]
+    IsTruncated: booleanType | None
+    Marker: responseMarkerType | None
 
 
 class ListUserTagsRequest(ServiceRequest):
     UserName: existingUserNameType
-    Marker: Optional[markerType]
-    MaxItems: Optional[maxItemsType]
+    Marker: markerType | None
+    MaxItems: maxItemsType | None
 
 
 class ListUserTagsResponse(TypedDict, total=False):
     Tags: tagListType
-    IsTruncated: Optional[booleanType]
-    Marker: Optional[responseMarkerType]
+    IsTruncated: booleanType | None
+    Marker: responseMarkerType | None
 
 
 class ListUsersRequest(ServiceRequest):
-    PathPrefix: Optional[pathPrefixType]
-    Marker: Optional[markerType]
-    MaxItems: Optional[maxItemsType]
+    PathPrefix: pathPrefixType | None
+    Marker: markerType | None
+    MaxItems: maxItemsType | None
 
 
 class ListUsersResponse(TypedDict, total=False):
     Users: userListType
-    IsTruncated: Optional[booleanType]
-    Marker: Optional[responseMarkerType]
+    IsTruncated: booleanType | None
+    Marker: responseMarkerType | None
 
 
 class ListVirtualMFADevicesRequest(ServiceRequest):
-    AssignmentStatus: Optional[assignmentStatusType]
-    Marker: Optional[markerType]
-    MaxItems: Optional[maxItemsType]
+    AssignmentStatus: assignmentStatusType | None
+    Marker: markerType | None
+    MaxItems: maxItemsType | None
 
 
-virtualMFADeviceListType = List[VirtualMFADevice]
+virtualMFADeviceListType = list[VirtualMFADevice]
 
 
 class ListVirtualMFADevicesResponse(TypedDict, total=False):
     VirtualMFADevices: virtualMFADeviceListType
-    IsTruncated: Optional[booleanType]
-    Marker: Optional[responseMarkerType]
+    IsTruncated: booleanType | None
+    Marker: responseMarkerType | None
 
 
 class PutGroupPolicyRequest(ServiceRequest):
@@ -2138,15 +2138,15 @@ class RemoveUserFromGroupRequest(ServiceRequest):
 
 
 class ResetServiceSpecificCredentialRequest(ServiceRequest):
-    UserName: Optional[userNameType]
+    UserName: userNameType | None
     ServiceSpecificCredentialId: serviceSpecificCredentialId
 
 
 class ResetServiceSpecificCredentialResponse(TypedDict, total=False):
-    ServiceSpecificCredential: Optional[ServiceSpecificCredential]
+    ServiceSpecificCredential: ServiceSpecificCredential | None
 
 
-ResourceNameListType = List[ResourceNameType]
+ResourceNameListType = list[ResourceNameType]
 
 
 class ResyncMFADeviceRequest(ServiceRequest):
@@ -2167,37 +2167,37 @@ class SetSecurityTokenServicePreferencesRequest(ServiceRequest):
 
 class SimulateCustomPolicyRequest(ServiceRequest):
     PolicyInputList: SimulationPolicyListType
-    PermissionsBoundaryPolicyInputList: Optional[SimulationPolicyListType]
+    PermissionsBoundaryPolicyInputList: SimulationPolicyListType | None
     ActionNames: ActionNameListType
-    ResourceArns: Optional[ResourceNameListType]
-    ResourcePolicy: Optional[policyDocumentType]
-    ResourceOwner: Optional[ResourceNameType]
-    CallerArn: Optional[ResourceNameType]
-    ContextEntries: Optional[ContextEntryListType]
-    ResourceHandlingOption: Optional[ResourceHandlingOptionType]
-    MaxItems: Optional[maxItemsType]
-    Marker: Optional[markerType]
+    ResourceArns: ResourceNameListType | None
+    ResourcePolicy: policyDocumentType | None
+    ResourceOwner: ResourceNameType | None
+    CallerArn: ResourceNameType | None
+    ContextEntries: ContextEntryListType | None
+    ResourceHandlingOption: ResourceHandlingOptionType | None
+    MaxItems: maxItemsType | None
+    Marker: markerType | None
 
 
 class SimulatePolicyResponse(TypedDict, total=False):
-    EvaluationResults: Optional[EvaluationResultsListType]
-    IsTruncated: Optional[booleanType]
-    Marker: Optional[responseMarkerType]
+    EvaluationResults: EvaluationResultsListType | None
+    IsTruncated: booleanType | None
+    Marker: responseMarkerType | None
 
 
 class SimulatePrincipalPolicyRequest(ServiceRequest):
     PolicySourceArn: arnType
-    PolicyInputList: Optional[SimulationPolicyListType]
-    PermissionsBoundaryPolicyInputList: Optional[SimulationPolicyListType]
+    PolicyInputList: SimulationPolicyListType | None
+    PermissionsBoundaryPolicyInputList: SimulationPolicyListType | None
     ActionNames: ActionNameListType
-    ResourceArns: Optional[ResourceNameListType]
-    ResourcePolicy: Optional[policyDocumentType]
-    ResourceOwner: Optional[ResourceNameType]
-    CallerArn: Optional[ResourceNameType]
-    ContextEntries: Optional[ContextEntryListType]
-    ResourceHandlingOption: Optional[ResourceHandlingOptionType]
-    MaxItems: Optional[maxItemsType]
-    Marker: Optional[markerType]
+    ResourceArns: ResourceNameListType | None
+    ResourcePolicy: policyDocumentType | None
+    ResourceOwner: ResourceNameType | None
+    CallerArn: ResourceNameType | None
+    ContextEntries: ContextEntryListType | None
+    ResourceHandlingOption: ResourceHandlingOptionType | None
+    MaxItems: maxItemsType | None
+    Marker: markerType | None
 
 
 class TagInstanceProfileRequest(ServiceRequest):
@@ -2240,7 +2240,7 @@ class TagUserRequest(ServiceRequest):
     Tags: tagListType
 
 
-tagKeyListType = List[tagKeyType]
+tagKeyListType = list[tagKeyType]
 
 
 class UntagInstanceProfileRequest(ServiceRequest):
@@ -2284,21 +2284,21 @@ class UntagUserRequest(ServiceRequest):
 
 
 class UpdateAccessKeyRequest(ServiceRequest):
-    UserName: Optional[existingUserNameType]
+    UserName: existingUserNameType | None
     AccessKeyId: accessKeyIdType
     Status: statusType
 
 
 class UpdateAccountPasswordPolicyRequest(ServiceRequest):
-    MinimumPasswordLength: Optional[minimumPasswordLengthType]
-    RequireSymbols: Optional[booleanType]
-    RequireNumbers: Optional[booleanType]
-    RequireUppercaseCharacters: Optional[booleanType]
-    RequireLowercaseCharacters: Optional[booleanType]
-    AllowUsersToChangePassword: Optional[booleanType]
-    MaxPasswordAge: Optional[maxPasswordAgeType]
-    PasswordReusePrevention: Optional[passwordReusePreventionType]
-    HardExpiry: Optional[booleanObjectType]
+    MinimumPasswordLength: minimumPasswordLengthType | None
+    RequireSymbols: booleanType | None
+    RequireNumbers: booleanType | None
+    RequireUppercaseCharacters: booleanType | None
+    RequireLowercaseCharacters: booleanType | None
+    AllowUsersToChangePassword: booleanType | None
+    MaxPasswordAge: maxPasswordAgeType | None
+    PasswordReusePrevention: passwordReusePreventionType | None
+    HardExpiry: booleanObjectType | None
 
 
 class UpdateAssumeRolePolicyRequest(ServiceRequest):
@@ -2308,14 +2308,14 @@ class UpdateAssumeRolePolicyRequest(ServiceRequest):
 
 class UpdateGroupRequest(ServiceRequest):
     GroupName: groupNameType
-    NewPath: Optional[pathType]
-    NewGroupName: Optional[groupNameType]
+    NewPath: pathType | None
+    NewGroupName: groupNameType | None
 
 
 class UpdateLoginProfileRequest(ServiceRequest):
     UserName: userNameType
-    Password: Optional[passwordType]
-    PasswordResetRequired: Optional[booleanObjectType]
+    Password: passwordType | None
+    PasswordResetRequired: booleanObjectType | None
 
 
 class UpdateOpenIDConnectProviderThumbprintRequest(ServiceRequest):
@@ -2329,13 +2329,13 @@ class UpdateRoleDescriptionRequest(ServiceRequest):
 
 
 class UpdateRoleDescriptionResponse(TypedDict, total=False):
-    Role: Optional[Role]
+    Role: Role | None
 
 
 class UpdateRoleRequest(ServiceRequest):
     RoleName: roleNameType
-    Description: Optional[roleDescriptionType]
-    MaxSessionDuration: Optional[roleMaxSessionDurationType]
+    Description: roleDescriptionType | None
+    MaxSessionDuration: roleMaxSessionDurationType | None
 
 
 class UpdateRoleResponse(TypedDict, total=False):
@@ -2343,15 +2343,15 @@ class UpdateRoleResponse(TypedDict, total=False):
 
 
 class UpdateSAMLProviderRequest(ServiceRequest):
-    SAMLMetadataDocument: Optional[SAMLMetadataDocumentType]
+    SAMLMetadataDocument: SAMLMetadataDocumentType | None
     SAMLProviderArn: arnType
-    AssertionEncryptionMode: Optional[assertionEncryptionModeType]
-    AddPrivateKey: Optional[privateKeyType]
-    RemovePrivateKey: Optional[privateKeyIdType]
+    AssertionEncryptionMode: assertionEncryptionModeType | None
+    AddPrivateKey: privateKeyType | None
+    RemovePrivateKey: privateKeyIdType | None
 
 
 class UpdateSAMLProviderResponse(TypedDict, total=False):
-    SAMLProviderArn: Optional[arnType]
+    SAMLProviderArn: arnType | None
 
 
 class UpdateSSHPublicKeyRequest(ServiceRequest):
@@ -2362,26 +2362,26 @@ class UpdateSSHPublicKeyRequest(ServiceRequest):
 
 class UpdateServerCertificateRequest(ServiceRequest):
     ServerCertificateName: serverCertificateNameType
-    NewPath: Optional[pathType]
-    NewServerCertificateName: Optional[serverCertificateNameType]
+    NewPath: pathType | None
+    NewServerCertificateName: serverCertificateNameType | None
 
 
 class UpdateServiceSpecificCredentialRequest(ServiceRequest):
-    UserName: Optional[userNameType]
+    UserName: userNameType | None
     ServiceSpecificCredentialId: serviceSpecificCredentialId
     Status: statusType
 
 
 class UpdateSigningCertificateRequest(ServiceRequest):
-    UserName: Optional[existingUserNameType]
+    UserName: existingUserNameType | None
     CertificateId: certificateIdType
     Status: statusType
 
 
 class UpdateUserRequest(ServiceRequest):
     UserName: existingUserNameType
-    NewPath: Optional[pathType]
-    NewUserName: Optional[userNameType]
+    NewPath: pathType | None
+    NewUserName: userNameType | None
 
 
 class UploadSSHPublicKeyRequest(ServiceRequest):
@@ -2390,25 +2390,25 @@ class UploadSSHPublicKeyRequest(ServiceRequest):
 
 
 class UploadSSHPublicKeyResponse(TypedDict, total=False):
-    SSHPublicKey: Optional[SSHPublicKey]
+    SSHPublicKey: SSHPublicKey | None
 
 
 class UploadServerCertificateRequest(ServiceRequest):
-    Path: Optional[pathType]
+    Path: pathType | None
     ServerCertificateName: serverCertificateNameType
     CertificateBody: certificateBodyType
     PrivateKey: privateKeyType
-    CertificateChain: Optional[certificateChainType]
-    Tags: Optional[tagListType]
+    CertificateChain: certificateChainType | None
+    Tags: tagListType | None
 
 
 class UploadServerCertificateResponse(TypedDict, total=False):
-    ServerCertificateMetadata: Optional[ServerCertificateMetadata]
-    Tags: Optional[tagListType]
+    ServerCertificateMetadata: ServerCertificateMetadata | None
+    Tags: tagListType | None
 
 
 class UploadSigningCertificateRequest(ServiceRequest):
-    UserName: Optional[existingUserNameType]
+    UserName: existingUserNameType | None
     CertificateBody: certificateBodyType
 
 
@@ -2417,8 +2417,8 @@ class UploadSigningCertificateResponse(TypedDict, total=False):
 
 
 class IamApi:
-    service = "iam"
-    version = "2010-05-08"
+    service: str = "iam"
+    version: str = "2010-05-08"
 
     @handler("AddClientIDToOpenIDConnectProvider")
     def add_client_id_to_open_id_connect_provider(
diff --git a/localstack-core/localstack/aws/api/kinesis/__init__.py b/localstack-core/localstack/aws/api/kinesis/__init__.py
index 8ee087fe0b6c8..e41e2e93eb6e9 100644
--- a/localstack-core/localstack/aws/api/kinesis/__init__.py
+++ b/localstack-core/localstack/aws/api/kinesis/__init__.py
@@ -1,6 +1,7 @@
+from collections.abc import Iterator
 from datetime import datetime
 from enum import StrEnum
-from typing import Dict, Iterator, List, Optional, TypedDict
+from typing import TypedDict
 
 from localstack.aws.api import RequestContext, ServiceException, ServiceRequest, handler
 
@@ -19,6 +20,7 @@
 ListStreamsInputLimit = int
 ListTagsForStreamInputLimit = int
 MaxRecordSizeInKiB = int
+NaturalIntegerObject = int
 NextToken = str
 OnDemandStreamCountLimitObject = int
 OnDemandStreamCountObject = int
@@ -59,6 +61,17 @@ class MetricsName(StrEnum):
     ALL = "ALL"
 
 
+class MinimumThroughputBillingCommitmentInputStatus(StrEnum):
+    ENABLED = "ENABLED"
+    DISABLED = "DISABLED"
+
+
+class MinimumThroughputBillingCommitmentOutputStatus(StrEnum):
+    ENABLED = "ENABLED"
+    DISABLED = "DISABLED"
+    ENABLED_UNTIL_EARLIEST_ALLOWED_END = "ENABLED_UNTIL_EARLIEST_ALLOWED_END"
+
+
 class ScalingType(StrEnum):
     UNIFORM_SCALING = "UNIFORM_SCALING"
 
@@ -188,13 +201,13 @@ class ValidationException(ServiceException):
     status_code: int = 400
 
 
-TagMap = Dict[TagKey, TagValue]
+TagMap = dict[TagKey, TagValue]
 
 
 class AddTagsToStreamInput(ServiceRequest):
-    StreamName: Optional[StreamName]
+    StreamName: StreamName | None
     Tags: TagMap
-    StreamARN: Optional[StreamARN]
+    StreamARN: StreamARN | None
 
 
 class HashKeyRange(TypedDict, total=False):
@@ -202,7 +215,7 @@ class HashKeyRange(TypedDict, total=False):
     EndingHashKey: HashKey
 
 
-ShardIdList = List[ShardId]
+ShardIdList = list[ShardId]
 
 
 class ChildShard(TypedDict, total=False):
@@ -211,7 +224,7 @@ class ChildShard(TypedDict, total=False):
     HashKeyRange: HashKeyRange
 
 
-ChildShardList = List[ChildShard]
+ChildShardList = list[ChildShard]
 Timestamp = datetime
 
 
@@ -230,7 +243,7 @@ class ConsumerDescription(TypedDict, total=False):
     StreamARN: StreamARN
 
 
-ConsumerList = List[Consumer]
+ConsumerList = list[Consumer]
 
 
 class StreamModeDetails(TypedDict, total=False):
@@ -239,19 +252,20 @@ class StreamModeDetails(TypedDict, total=False):
 
 class CreateStreamInput(ServiceRequest):
     StreamName: StreamName
-    ShardCount: Optional[PositiveIntegerObject]
-    StreamModeDetails: Optional[StreamModeDetails]
-    Tags: Optional[TagMap]
-    MaxRecordSizeInKiB: Optional[MaxRecordSizeInKiB]
+    ShardCount: PositiveIntegerObject | None
+    StreamModeDetails: StreamModeDetails | None
+    Tags: TagMap | None
+    WarmThroughputMiBps: NaturalIntegerObject | None
+    MaxRecordSizeInKiB: MaxRecordSizeInKiB | None
 
 
 Data = bytes
 
 
 class DecreaseStreamRetentionPeriodInput(ServiceRequest):
-    StreamName: Optional[StreamName]
+    StreamName: StreamName | None
     RetentionPeriodHours: RetentionPeriodHours
-    StreamARN: Optional[StreamARN]
+    StreamARN: StreamARN | None
 
 
 class DeleteResourcePolicyInput(ServiceRequest):
@@ -259,15 +273,30 @@ class DeleteResourcePolicyInput(ServiceRequest):
 
 
 class DeleteStreamInput(ServiceRequest):
-    StreamName: Optional[StreamName]
-    EnforceConsumerDeletion: Optional[BooleanObject]
-    StreamARN: Optional[StreamARN]
+    StreamName: StreamName | None
+    EnforceConsumerDeletion: BooleanObject | None
+    StreamARN: StreamARN | None
 
 
 class DeregisterStreamConsumerInput(ServiceRequest):
-    StreamARN: Optional[StreamARN]
-    ConsumerName: Optional[ConsumerName]
-    ConsumerARN: Optional[ConsumerARN]
+    StreamARN: StreamARN | None
+    ConsumerName: ConsumerName | None
+    ConsumerARN: ConsumerARN | None
+
+
+class DescribeAccountSettingsInput(ServiceRequest):
+    pass
+
+
+class MinimumThroughputBillingCommitmentOutput(TypedDict, total=False):
+    Status: MinimumThroughputBillingCommitmentOutputStatus
+    StartedAt: Timestamp | None
+    EndedAt: Timestamp | None
+    EarliestAllowedEndAt: Timestamp | None
+
+
+class DescribeAccountSettingsOutput(TypedDict, total=False):
+    MinimumThroughputBillingCommitment: MinimumThroughputBillingCommitmentOutput | None
 
 
 class DescribeLimitsInput(ServiceRequest):
@@ -282,9 +311,9 @@ class DescribeLimitsOutput(TypedDict, total=False):
 
 
 class DescribeStreamConsumerInput(ServiceRequest):
-    StreamARN: Optional[StreamARN]
-    ConsumerName: Optional[ConsumerName]
-    ConsumerARN: Optional[ConsumerARN]
+    StreamARN: StreamARN | None
+    ConsumerName: ConsumerName | None
+    ConsumerARN: ConsumerARN | None
 
 
 class DescribeStreamConsumerOutput(TypedDict, total=False):
@@ -292,50 +321,50 @@ class DescribeStreamConsumerOutput(TypedDict, total=False):
 
 
 class DescribeStreamInput(ServiceRequest):
-    StreamName: Optional[StreamName]
-    Limit: Optional[DescribeStreamInputLimit]
-    ExclusiveStartShardId: Optional[ShardId]
-    StreamARN: Optional[StreamARN]
+    StreamName: StreamName | None
+    Limit: DescribeStreamInputLimit | None
+    ExclusiveStartShardId: ShardId | None
+    StreamARN: StreamARN | None
 
 
-MetricsNameList = List[MetricsName]
+MetricsNameList = list[MetricsName]
 
 
 class EnhancedMetrics(TypedDict, total=False):
-    ShardLevelMetrics: Optional[MetricsNameList]
+    ShardLevelMetrics: MetricsNameList | None
 
 
-EnhancedMonitoringList = List[EnhancedMetrics]
+EnhancedMonitoringList = list[EnhancedMetrics]
 
 
 class SequenceNumberRange(TypedDict, total=False):
     StartingSequenceNumber: SequenceNumber
-    EndingSequenceNumber: Optional[SequenceNumber]
+    EndingSequenceNumber: SequenceNumber | None
 
 
 class Shard(TypedDict, total=False):
     ShardId: ShardId
-    ParentShardId: Optional[ShardId]
-    AdjacentParentShardId: Optional[ShardId]
+    ParentShardId: ShardId | None
+    AdjacentParentShardId: ShardId | None
     HashKeyRange: HashKeyRange
     SequenceNumberRange: SequenceNumberRange
 
 
-ShardList = List[Shard]
+ShardList = list[Shard]
 
 
 class StreamDescription(TypedDict, total=False):
     StreamName: StreamName
     StreamARN: StreamARN
     StreamStatus: StreamStatus
-    StreamModeDetails: Optional[StreamModeDetails]
+    StreamModeDetails: StreamModeDetails | None
     Shards: ShardList
     HasMoreShards: BooleanObject
     RetentionPeriodHours: RetentionPeriodHours
     StreamCreationTimestamp: Timestamp
     EnhancedMonitoring: EnhancedMonitoringList
-    EncryptionType: Optional[EncryptionType]
-    KeyId: Optional[KeyId]
+    EncryptionType: EncryptionType | None
+    KeyId: KeyId | None
 
 
 class DescribeStreamOutput(TypedDict, total=False):
@@ -343,23 +372,29 @@ class DescribeStreamOutput(TypedDict, total=False):
 
 
 class DescribeStreamSummaryInput(ServiceRequest):
-    StreamName: Optional[StreamName]
-    StreamARN: Optional[StreamARN]
+    StreamName: StreamName | None
+    StreamARN: StreamARN | None
+
+
+class WarmThroughputObject(TypedDict, total=False):
+    TargetMiBps: NaturalIntegerObject | None
+    CurrentMiBps: NaturalIntegerObject | None
 
 
 class StreamDescriptionSummary(TypedDict, total=False):
     StreamName: StreamName
     StreamARN: StreamARN
     StreamStatus: StreamStatus
-    StreamModeDetails: Optional[StreamModeDetails]
+    StreamModeDetails: StreamModeDetails | None
     RetentionPeriodHours: RetentionPeriodHours
     StreamCreationTimestamp: Timestamp
     EnhancedMonitoring: EnhancedMonitoringList
-    EncryptionType: Optional[EncryptionType]
-    KeyId: Optional[KeyId]
+    EncryptionType: EncryptionType | None
+    KeyId: KeyId | None
     OpenShardCount: ShardCountObject
-    ConsumerCount: Optional[ConsumerCountObject]
-    MaxRecordSizeInKiB: Optional[MaxRecordSizeInKiB]
+    ConsumerCount: ConsumerCountObject | None
+    WarmThroughput: WarmThroughputObject | None
+    MaxRecordSizeInKiB: MaxRecordSizeInKiB | None
 
 
 class DescribeStreamSummaryOutput(TypedDict, total=False):
@@ -367,28 +402,28 @@ class DescribeStreamSummaryOutput(TypedDict, total=False):
 
 
 class DisableEnhancedMonitoringInput(ServiceRequest):
-    StreamName: Optional[StreamName]
+    StreamName: StreamName | None
     ShardLevelMetrics: MetricsNameList
-    StreamARN: Optional[StreamARN]
+    StreamARN: StreamARN | None
 
 
 class EnableEnhancedMonitoringInput(ServiceRequest):
-    StreamName: Optional[StreamName]
+    StreamName: StreamName | None
     ShardLevelMetrics: MetricsNameList
-    StreamARN: Optional[StreamARN]
+    StreamARN: StreamARN | None
 
 
 class EnhancedMonitoringOutput(TypedDict, total=False):
-    StreamName: Optional[StreamName]
-    CurrentShardLevelMetrics: Optional[MetricsNameList]
-    DesiredShardLevelMetrics: Optional[MetricsNameList]
-    StreamARN: Optional[StreamARN]
+    StreamName: StreamName | None
+    CurrentShardLevelMetrics: MetricsNameList | None
+    DesiredShardLevelMetrics: MetricsNameList | None
+    StreamARN: StreamARN | None
 
 
 class GetRecordsInput(ServiceRequest):
     ShardIterator: ShardIterator
-    Limit: Optional[GetRecordsInputLimit]
-    StreamARN: Optional[StreamARN]
+    Limit: GetRecordsInputLimit | None
+    StreamARN: StreamARN | None
 
 
 MillisBehindLatest = int
@@ -396,20 +431,20 @@ class GetRecordsInput(ServiceRequest):
 
 class Record(TypedDict, total=False):
     SequenceNumber: SequenceNumber
-    ApproximateArrivalTimestamp: Optional[Timestamp]
+    ApproximateArrivalTimestamp: Timestamp | None
     Data: Data
     PartitionKey: PartitionKey
-    EncryptionType: Optional[EncryptionType]
+    EncryptionType: EncryptionType | None
 
 
-RecordList = List[Record]
+RecordList = list[Record]
 
 
 class GetRecordsOutput(TypedDict, total=False):
     Records: RecordList
-    NextShardIterator: Optional[ShardIterator]
-    MillisBehindLatest: Optional[MillisBehindLatest]
-    ChildShards: Optional[ChildShardList]
+    NextShardIterator: ShardIterator | None
+    MillisBehindLatest: MillisBehindLatest | None
+    ChildShards: ChildShardList | None
 
 
 class GetResourcePolicyInput(ServiceRequest):
@@ -421,80 +456,80 @@ class GetResourcePolicyOutput(TypedDict, total=False):
 
 
 class GetShardIteratorInput(ServiceRequest):
-    StreamName: Optional[StreamName]
+    StreamName: StreamName | None
     ShardId: ShardId
     ShardIteratorType: ShardIteratorType
-    StartingSequenceNumber: Optional[SequenceNumber]
-    Timestamp: Optional[Timestamp]
-    StreamARN: Optional[StreamARN]
+    StartingSequenceNumber: SequenceNumber | None
+    Timestamp: Timestamp | None
+    StreamARN: StreamARN | None
 
 
 class GetShardIteratorOutput(TypedDict, total=False):
-    ShardIterator: Optional[ShardIterator]
+    ShardIterator: ShardIterator | None
 
 
 class IncreaseStreamRetentionPeriodInput(ServiceRequest):
-    StreamName: Optional[StreamName]
+    StreamName: StreamName | None
     RetentionPeriodHours: RetentionPeriodHours
-    StreamARN: Optional[StreamARN]
+    StreamARN: StreamARN | None
 
 
 class ShardFilter(TypedDict, total=False):
     Type: ShardFilterType
-    ShardId: Optional[ShardId]
-    Timestamp: Optional[Timestamp]
+    ShardId: ShardId | None
+    Timestamp: Timestamp | None
 
 
 class ListShardsInput(ServiceRequest):
-    StreamName: Optional[StreamName]
-    NextToken: Optional[NextToken]
-    ExclusiveStartShardId: Optional[ShardId]
-    MaxResults: Optional[ListShardsInputLimit]
-    StreamCreationTimestamp: Optional[Timestamp]
-    ShardFilter: Optional[ShardFilter]
-    StreamARN: Optional[StreamARN]
+    StreamName: StreamName | None
+    NextToken: NextToken | None
+    ExclusiveStartShardId: ShardId | None
+    MaxResults: ListShardsInputLimit | None
+    StreamCreationTimestamp: Timestamp | None
+    ShardFilter: ShardFilter | None
+    StreamARN: StreamARN | None
 
 
 class ListShardsOutput(TypedDict, total=False):
-    Shards: Optional[ShardList]
-    NextToken: Optional[NextToken]
+    Shards: ShardList | None
+    NextToken: NextToken | None
 
 
 class ListStreamConsumersInput(ServiceRequest):
     StreamARN: StreamARN
-    NextToken: Optional[NextToken]
-    MaxResults: Optional[ListStreamConsumersInputLimit]
-    StreamCreationTimestamp: Optional[Timestamp]
+    NextToken: NextToken | None
+    MaxResults: ListStreamConsumersInputLimit | None
+    StreamCreationTimestamp: Timestamp | None
 
 
 class ListStreamConsumersOutput(TypedDict, total=False):
-    Consumers: Optional[ConsumerList]
-    NextToken: Optional[NextToken]
+    Consumers: ConsumerList | None
+    NextToken: NextToken | None
 
 
 class ListStreamsInput(ServiceRequest):
-    Limit: Optional[ListStreamsInputLimit]
-    ExclusiveStartStreamName: Optional[StreamName]
-    NextToken: Optional[NextToken]
+    Limit: ListStreamsInputLimit | None
+    ExclusiveStartStreamName: StreamName | None
+    NextToken: NextToken | None
 
 
 class StreamSummary(TypedDict, total=False):
     StreamName: StreamName
     StreamARN: StreamARN
     StreamStatus: StreamStatus
-    StreamModeDetails: Optional[StreamModeDetails]
-    StreamCreationTimestamp: Optional[Timestamp]
+    StreamModeDetails: StreamModeDetails | None
+    StreamCreationTimestamp: Timestamp | None
 
 
-StreamSummaryList = List[StreamSummary]
-StreamNameList = List[StreamName]
+StreamSummaryList = list[StreamSummary]
+StreamNameList = list[StreamName]
 
 
 class ListStreamsOutput(TypedDict, total=False):
     StreamNames: StreamNameList
     HasMoreStreams: BooleanObject
-    NextToken: Optional[NextToken]
-    StreamSummaries: Optional[StreamSummaryList]
+    NextToken: NextToken | None
+    StreamSummaries: StreamSummaryList | None
 
 
 class ListTagsForResourceInput(ServiceRequest):
@@ -503,21 +538,21 @@ class ListTagsForResourceInput(ServiceRequest):
 
 class Tag(TypedDict, total=False):
     Key: TagKey
-    Value: Optional[TagValue]
+    Value: TagValue | None
 
 
-TagList = List[Tag]
+TagList = list[Tag]
 
 
 class ListTagsForResourceOutput(TypedDict, total=False):
-    Tags: Optional[TagList]
+    Tags: TagList | None
 
 
 class ListTagsForStreamInput(ServiceRequest):
-    StreamName: Optional[StreamName]
-    ExclusiveStartTagKey: Optional[TagKey]
-    Limit: Optional[ListTagsForStreamInputLimit]
-    StreamARN: Optional[StreamARN]
+    StreamName: StreamName | None
+    ExclusiveStartTagKey: TagKey | None
+    Limit: ListTagsForStreamInputLimit | None
+    StreamARN: StreamARN | None
 
 
 class ListTagsForStreamOutput(TypedDict, total=False):
@@ -526,56 +561,60 @@ class ListTagsForStreamOutput(TypedDict, total=False):
 
 
 class MergeShardsInput(ServiceRequest):
-    StreamName: Optional[StreamName]
+    StreamName: StreamName | None
     ShardToMerge: ShardId
     AdjacentShardToMerge: ShardId
-    StreamARN: Optional[StreamARN]
+    StreamARN: StreamARN | None
+
+
+class MinimumThroughputBillingCommitmentInput(TypedDict, total=False):
+    Status: MinimumThroughputBillingCommitmentInputStatus
 
 
 class PutRecordInput(ServiceRequest):
-    StreamName: Optional[StreamName]
+    StreamName: StreamName | None
     Data: Data
     PartitionKey: PartitionKey
-    ExplicitHashKey: Optional[HashKey]
-    SequenceNumberForOrdering: Optional[SequenceNumber]
-    StreamARN: Optional[StreamARN]
+    ExplicitHashKey: HashKey | None
+    SequenceNumberForOrdering: SequenceNumber | None
+    StreamARN: StreamARN | None
 
 
 class PutRecordOutput(TypedDict, total=False):
     ShardId: ShardId
     SequenceNumber: SequenceNumber
-    EncryptionType: Optional[EncryptionType]
+    EncryptionType: EncryptionType | None
 
 
 class PutRecordsRequestEntry(TypedDict, total=False):
     Data: Data
-    ExplicitHashKey: Optional[HashKey]
+    ExplicitHashKey: HashKey | None
     PartitionKey: PartitionKey
 
 
-PutRecordsRequestEntryList = List[PutRecordsRequestEntry]
+PutRecordsRequestEntryList = list[PutRecordsRequestEntry]
 
 
 class PutRecordsInput(ServiceRequest):
     Records: PutRecordsRequestEntryList
-    StreamName: Optional[StreamName]
-    StreamARN: Optional[StreamARN]
+    StreamName: StreamName | None
+    StreamARN: StreamARN | None
 
 
 class PutRecordsResultEntry(TypedDict, total=False):
-    SequenceNumber: Optional[SequenceNumber]
-    ShardId: Optional[ShardId]
-    ErrorCode: Optional[ErrorCode]
-    ErrorMessage: Optional[ErrorMessage]
+    SequenceNumber: SequenceNumber | None
+    ShardId: ShardId | None
+    ErrorCode: ErrorCode | None
+    ErrorMessage: ErrorMessage | None
 
 
-PutRecordsResultEntryList = List[PutRecordsResultEntry]
+PutRecordsResultEntryList = list[PutRecordsResultEntry]
 
 
 class PutRecordsOutput(TypedDict, total=False):
-    FailedRecordCount: Optional[PositiveIntegerObject]
+    FailedRecordCount: PositiveIntegerObject | None
     Records: PutRecordsResultEntryList
-    EncryptionType: Optional[EncryptionType]
+    EncryptionType: EncryptionType | None
 
 
 class PutResourcePolicyInput(ServiceRequest):
@@ -586,67 +625,67 @@ class PutResourcePolicyInput(ServiceRequest):
 class RegisterStreamConsumerInput(ServiceRequest):
     StreamARN: StreamARN
     ConsumerName: ConsumerName
-    Tags: Optional[TagMap]
+    Tags: TagMap | None
 
 
 class RegisterStreamConsumerOutput(TypedDict, total=False):
     Consumer: Consumer
 
 
-TagKeyList = List[TagKey]
+TagKeyList = list[TagKey]
 
 
 class RemoveTagsFromStreamInput(ServiceRequest):
-    StreamName: Optional[StreamName]
+    StreamName: StreamName | None
     TagKeys: TagKeyList
-    StreamARN: Optional[StreamARN]
+    StreamARN: StreamARN | None
 
 
 class SplitShardInput(ServiceRequest):
-    StreamName: Optional[StreamName]
+    StreamName: StreamName | None
     ShardToSplit: ShardId
     NewStartingHashKey: HashKey
-    StreamARN: Optional[StreamARN]
+    StreamARN: StreamARN | None
 
 
 class StartStreamEncryptionInput(ServiceRequest):
-    StreamName: Optional[StreamName]
+    StreamName: StreamName | None
     EncryptionType: EncryptionType
     KeyId: KeyId
-    StreamARN: Optional[StreamARN]
+    StreamARN: StreamARN | None
 
 
 class StartingPosition(TypedDict, total=False):
     Type: ShardIteratorType
-    SequenceNumber: Optional[SequenceNumber]
-    Timestamp: Optional[Timestamp]
+    SequenceNumber: SequenceNumber | None
+    Timestamp: Timestamp | None
 
 
 class StopStreamEncryptionInput(ServiceRequest):
-    StreamName: Optional[StreamName]
+    StreamName: StreamName | None
     EncryptionType: EncryptionType
     KeyId: KeyId
-    StreamARN: Optional[StreamARN]
+    StreamARN: StreamARN | None
 
 
 class SubscribeToShardEvent(TypedDict, total=False):
     Records: RecordList
     ContinuationSequenceNumber: SequenceNumber
     MillisBehindLatest: MillisBehindLatest
-    ChildShards: Optional[ChildShardList]
+    ChildShards: ChildShardList | None
 
 
 class SubscribeToShardEventStream(TypedDict, total=False):
     SubscribeToShardEvent: SubscribeToShardEvent
-    ResourceNotFoundException: Optional[ResourceNotFoundException]
-    ResourceInUseException: Optional[ResourceInUseException]
-    KMSDisabledException: Optional[KMSDisabledException]
-    KMSInvalidStateException: Optional[KMSInvalidStateException]
-    KMSAccessDeniedException: Optional[KMSAccessDeniedException]
-    KMSNotFoundException: Optional[KMSNotFoundException]
-    KMSOptInRequired: Optional[KMSOptInRequired]
-    KMSThrottlingException: Optional[KMSThrottlingException]
-    InternalFailureException: Optional[InternalFailureException]
+    ResourceNotFoundException: ResourceNotFoundException | None
+    ResourceInUseException: ResourceInUseException | None
+    KMSDisabledException: KMSDisabledException | None
+    KMSInvalidStateException: KMSInvalidStateException | None
+    KMSAccessDeniedException: KMSAccessDeniedException | None
+    KMSNotFoundException: KMSNotFoundException | None
+    KMSOptInRequired: KMSOptInRequired | None
+    KMSThrottlingException: KMSThrottlingException | None
+    InternalFailureException: InternalFailureException | None
 
 
 class SubscribeToShardInput(ServiceRequest):
@@ -669,33 +708,54 @@ class UntagResourceInput(ServiceRequest):
     ResourceARN: ResourceARN
 
 
+class UpdateAccountSettingsInput(ServiceRequest):
+    MinimumThroughputBillingCommitment: MinimumThroughputBillingCommitmentInput
+
+
+class UpdateAccountSettingsOutput(TypedDict, total=False):
+    MinimumThroughputBillingCommitment: MinimumThroughputBillingCommitmentOutput | None
+
+
 class UpdateMaxRecordSizeInput(ServiceRequest):
-    StreamARN: Optional[StreamARN]
+    StreamARN: StreamARN | None
     MaxRecordSizeInKiB: MaxRecordSizeInKiB
 
 
 class UpdateShardCountInput(ServiceRequest):
-    StreamName: Optional[StreamName]
+    StreamName: StreamName | None
     TargetShardCount: PositiveIntegerObject
     ScalingType: ScalingType
-    StreamARN: Optional[StreamARN]
+    StreamARN: StreamARN | None
 
 
 class UpdateShardCountOutput(TypedDict, total=False):
-    StreamName: Optional[StreamName]
-    CurrentShardCount: Optional[PositiveIntegerObject]
-    TargetShardCount: Optional[PositiveIntegerObject]
-    StreamARN: Optional[StreamARN]
+    StreamName: StreamName | None
+    CurrentShardCount: PositiveIntegerObject | None
+    TargetShardCount: PositiveIntegerObject | None
+    StreamARN: StreamARN | None
 
 
 class UpdateStreamModeInput(ServiceRequest):
     StreamARN: StreamARN
     StreamModeDetails: StreamModeDetails
+    WarmThroughputMiBps: NaturalIntegerObject | None
+
+
+class UpdateStreamWarmThroughputInput(ServiceRequest):
+    StreamARN: StreamARN | None
+    StreamName: StreamName | None
+    WarmThroughputMiBps: NaturalIntegerObject
+
+
+class UpdateStreamWarmThroughputOutput(TypedDict, total=False):
+    StreamARN: StreamARN | None
+    StreamName: StreamName | None
+    WarmThroughput: WarmThroughputObject | None
 
 
 class KinesisApi:
-    service = "kinesis"
-    version = "2013-12-02"
+    service: str = "kinesis"
+    version: str = "2013-12-02"
 
     @handler("AddTagsToStream")
     def add_tags_to_stream(
@@ -716,6 +776,7 @@ def create_stream(
         shard_count: PositiveIntegerObject | None = None,
         stream_mode_details: StreamModeDetails | None = None,
         tags: TagMap | None = None,
+        warm_throughput_mi_bps: NaturalIntegerObject | None = None,
         max_record_size_in_ki_b: MaxRecordSizeInKiB | None = None,
         **kwargs,
     ) -> None:
@@ -760,6 +821,12 @@ def deregister_stream_consumer(
     ) -> None:
         raise NotImplementedError
 
+    @handler("DescribeAccountSettings")
+    def describe_account_settings(
+        self, context: RequestContext, **kwargs
+    ) -> DescribeAccountSettingsOutput:
+        raise NotImplementedError
+
     @handler("DescribeLimits")
     def describe_limits(self, context: RequestContext, **kwargs) -> DescribeLimitsOutput:
         raise NotImplementedError
@@ -1041,6 +1108,15 @@ def untag_resource(
     ) -> None:
         raise NotImplementedError
 
+    @handler("UpdateAccountSettings")
+    def update_account_settings(
+        self,
+        context: RequestContext,
+        minimum_throughput_billing_commitment: MinimumThroughputBillingCommitmentInput,
+        **kwargs,
+    ) -> UpdateAccountSettingsOutput:
+        raise NotImplementedError
+
     @handler("UpdateMaxRecordSize")
     def update_max_record_size(
         self,
@@ -1069,6 +1145,18 @@ def update_stream_mode(
         context: RequestContext,
         stream_arn: StreamARN,
         stream_mode_details: StreamModeDetails,
+        warm_throughput_mi_bps: NaturalIntegerObject | None = None,
         **kwargs,
     ) -> None:
         raise NotImplementedError
+
+    @handler("UpdateStreamWarmThroughput")
+    def update_stream_warm_throughput(
+        self,
+        context: RequestContext,
+        warm_throughput_mi_bps: NaturalIntegerObject,
+        stream_arn: StreamARN | None = None,
+        stream_name: StreamName | None = None,
+        **kwargs,
+    ) -> UpdateStreamWarmThroughputOutput:
+        raise NotImplementedError
diff --git a/localstack-core/localstack/aws/api/kms/__init__.py b/localstack-core/localstack/aws/api/kms/__init__.py
index 9fe22853e82d7..934e2ca73fb43 100644
--- a/localstack-core/localstack/aws/api/kms/__init__.py
+++ b/localstack-core/localstack/aws/api/kms/__init__.py
@@ -1,6 +1,6 @@
 from datetime import datetime
 from enum import StrEnum
-from typing import Dict, List, Optional, TypedDict
+from typing import TypedDict
 
 from localstack.aws.api import RequestContext, ServiceException, ServiceRequest, handler
 
@@ -115,6 +115,7 @@ class DataKeyPairSpec(StrEnum):
     ECC_NIST_P521 = "ECC_NIST_P521"
     ECC_SECG_P256K1 = "ECC_SECG_P256K1"
     SM2 = "SM2"
+    ECC_NIST_EDWARDS25519 = "ECC_NIST_EDWARDS25519"
 
 
 class DataKeySpec(StrEnum):
@@ -205,6 +206,7 @@ class KeySpec(StrEnum):
     ML_DSA_44 = "ML_DSA_44"
     ML_DSA_65 = "ML_DSA_65"
     ML_DSA_87 = "ML_DSA_87"
+    ECC_NIST_EDWARDS25519 = "ECC_NIST_EDWARDS25519"
 
 
 class KeyState(StrEnum):
@@ -267,6 +269,8 @@ class SigningAlgorithmSpec(StrEnum):
     ECDSA_SHA_512 = "ECDSA_SHA_512"
     SM2DSA = "SM2DSA"
     ML_DSA_SHAKE_256 = "ML_DSA_SHAKE_256"
+    ED25519_SHA_512 = "ED25519_SHA_512"
+    ED25519_PH_SHA_512 = "ED25519_PH_SHA_512"
 
 
 class WrappingKeySpec(StrEnum):
@@ -573,14 +577,14 @@ class XksProxyVpcEndpointServiceNotFoundException(ServiceException):
 
 
 class AliasListEntry(TypedDict, total=False):
-    AliasName: Optional[AliasNameType]
-    AliasArn: Optional[ArnType]
-    TargetKeyId: Optional[KeyIdType]
-    CreationDate: Optional[DateType]
-    LastUpdatedDate: Optional[DateType]
+    AliasName: AliasNameType | None
+    AliasArn: ArnType | None
+    TargetKeyId: KeyIdType | None
+    CreationDate: DateType | None
+    LastUpdatedDate: DateType | None
 
 
-AliasList = List[AliasListEntry]
+AliasList = list[AliasListEntry]
 AttestationDocumentType = bytes
 
 
@@ -589,7 +593,7 @@ class CancelKeyDeletionRequest(ServiceRequest):
 
 
 class CancelKeyDeletionResponse(TypedDict, total=False):
-    KeyId: Optional[KeyIdType]
+    KeyId: KeyIdType | None
 
 
 CiphertextType = bytes
@@ -615,48 +619,48 @@ class XksProxyAuthenticationCredentialType(TypedDict, total=False):
 
 class CreateCustomKeyStoreRequest(ServiceRequest):
     CustomKeyStoreName: CustomKeyStoreNameType
-    CloudHsmClusterId: Optional[CloudHsmClusterIdType]
-    TrustAnchorCertificate: Optional[TrustAnchorCertificateType]
-    KeyStorePassword: Optional[KeyStorePasswordType]
-    CustomKeyStoreType: Optional[CustomKeyStoreType]
-    XksProxyUriEndpoint: Optional[XksProxyUriEndpointType]
-    XksProxyUriPath: Optional[XksProxyUriPathType]
-    XksProxyVpcEndpointServiceName: Optional[XksProxyVpcEndpointServiceNameType]
-    XksProxyVpcEndpointServiceOwner: Optional[AccountIdType]
-    XksProxyAuthenticationCredential: Optional[XksProxyAuthenticationCredentialType]
-    XksProxyConnectivity: Optional[XksProxyConnectivityType]
+    CloudHsmClusterId: CloudHsmClusterIdType | None
+    TrustAnchorCertificate: TrustAnchorCertificateType | None
+    KeyStorePassword: KeyStorePasswordType | None
+    CustomKeyStoreType: CustomKeyStoreType | None
+    XksProxyUriEndpoint: XksProxyUriEndpointType | None
+    XksProxyUriPath: XksProxyUriPathType | None
+    XksProxyVpcEndpointServiceName: XksProxyVpcEndpointServiceNameType | None
+    XksProxyVpcEndpointServiceOwner: AccountIdType | None
+    XksProxyAuthenticationCredential: XksProxyAuthenticationCredentialType | None
+    XksProxyConnectivity: XksProxyConnectivityType | None
 
 
 class CreateCustomKeyStoreResponse(TypedDict, total=False):
-    CustomKeyStoreId: Optional[CustomKeyStoreIdType]
+    CustomKeyStoreId: CustomKeyStoreIdType | None
 
 
-GrantTokenList = List[GrantTokenType]
-EncryptionContextType = Dict[EncryptionContextKey, EncryptionContextValue]
+GrantTokenList = list[GrantTokenType]
+EncryptionContextType = dict[EncryptionContextKey, EncryptionContextValue]
 
 
 class GrantConstraints(TypedDict, total=False):
-    EncryptionContextSubset: Optional[EncryptionContextType]
-    EncryptionContextEquals: Optional[EncryptionContextType]
+    EncryptionContextSubset: EncryptionContextType | None
+    EncryptionContextEquals: EncryptionContextType | None
 
 
-GrantOperationList = List[GrantOperation]
+GrantOperationList = list[GrantOperation]
 
 
 class CreateGrantRequest(ServiceRequest):
     KeyId: KeyIdType
     GranteePrincipal: PrincipalIdType
-    RetiringPrincipal: Optional[PrincipalIdType]
+    RetiringPrincipal: PrincipalIdType | None
     Operations: GrantOperationList
-    Constraints: Optional[GrantConstraints]
-    GrantTokens: Optional[GrantTokenList]
-    Name: Optional[GrantNameType]
-    DryRun: Optional[NullableBooleanType]
+    Constraints: GrantConstraints | None
+    GrantTokens: GrantTokenList | None
+    Name: GrantNameType | None
+    DryRun: NullableBooleanType | None
 
 
 class CreateGrantResponse(TypedDict, total=False):
-    GrantToken: Optional[GrantTokenType]
-    GrantId: Optional[GrantIdType]
+    GrantToken: GrantTokenType | None
+    GrantId: GrantIdType | None
 
 
 class Tag(TypedDict, total=False):
@@ -664,130 +668,130 @@ class Tag(TypedDict, total=False):
     TagValue: TagValueType
 
 
-TagList = List[Tag]
+TagList = list[Tag]
 
 
 class CreateKeyRequest(ServiceRequest):
-    Policy: Optional[PolicyType]
-    Description: Optional[DescriptionType]
-    KeyUsage: Optional[KeyUsageType]
-    CustomerMasterKeySpec: Optional[CustomerMasterKeySpec]
-    KeySpec: Optional[KeySpec]
-    Origin: Optional[OriginType]
-    CustomKeyStoreId: Optional[CustomKeyStoreIdType]
-    BypassPolicyLockoutSafetyCheck: Optional[BooleanType]
-    Tags: Optional[TagList]
-    MultiRegion: Optional[NullableBooleanType]
-    XksKeyId: Optional[XksKeyIdType]
+    Policy: PolicyType | None
+    Description: DescriptionType | None
+    KeyUsage: KeyUsageType | None
+    CustomerMasterKeySpec: CustomerMasterKeySpec | None
+    KeySpec: KeySpec | None
+    Origin: OriginType | None
+    CustomKeyStoreId: CustomKeyStoreIdType | None
+    BypassPolicyLockoutSafetyCheck: BooleanType | None
+    Tags: TagList | None
+    MultiRegion: NullableBooleanType | None
+    XksKeyId: XksKeyIdType | None
 
 
 class XksKeyConfigurationType(TypedDict, total=False):
-    Id: Optional[XksKeyIdType]
+    Id: XksKeyIdType | None
 
 
-MacAlgorithmSpecList = List[MacAlgorithmSpec]
+MacAlgorithmSpecList = list[MacAlgorithmSpec]
 
 
 class MultiRegionKey(TypedDict, total=False):
-    Arn: Optional[ArnType]
-    Region: Optional[RegionType]
+    Arn: ArnType | None
+    Region: RegionType | None
 
 
-MultiRegionKeyList = List[MultiRegionKey]
+MultiRegionKeyList = list[MultiRegionKey]
 
 
 class MultiRegionConfiguration(TypedDict, total=False):
-    MultiRegionKeyType: Optional[MultiRegionKeyType]
-    PrimaryKey: Optional[MultiRegionKey]
-    ReplicaKeys: Optional[MultiRegionKeyList]
+    MultiRegionKeyType: MultiRegionKeyType | None
+    PrimaryKey: MultiRegionKey | None
+    ReplicaKeys: MultiRegionKeyList | None
 
 
-KeyAgreementAlgorithmSpecList = List[KeyAgreementAlgorithmSpec]
-SigningAlgorithmSpecList = List[SigningAlgorithmSpec]
-EncryptionAlgorithmSpecList = List[EncryptionAlgorithmSpec]
+KeyAgreementAlgorithmSpecList = list[KeyAgreementAlgorithmSpec]
+SigningAlgorithmSpecList = list[SigningAlgorithmSpec]
+EncryptionAlgorithmSpecList = list[EncryptionAlgorithmSpec]
 
 
 class KeyMetadata(TypedDict, total=False):
-    AWSAccountId: Optional[AWSAccountIdType]
+    AWSAccountId: AWSAccountIdType | None
     KeyId: KeyIdType
-    Arn: Optional[ArnType]
-    CreationDate: Optional[DateType]
-    Enabled: Optional[BooleanType]
-    Description: Optional[DescriptionType]
-    KeyUsage: Optional[KeyUsageType]
-    KeyState: Optional[KeyState]
-    DeletionDate: Optional[DateType]
-    ValidTo: Optional[DateType]
-    Origin: Optional[OriginType]
-    CustomKeyStoreId: Optional[CustomKeyStoreIdType]
-    CloudHsmClusterId: Optional[CloudHsmClusterIdType]
-    ExpirationModel: Optional[ExpirationModelType]
-    KeyManager: Optional[KeyManagerType]
-    CustomerMasterKeySpec: Optional[CustomerMasterKeySpec]
-    KeySpec: Optional[KeySpec]
-    EncryptionAlgorithms: Optional[EncryptionAlgorithmSpecList]
-    SigningAlgorithms: Optional[SigningAlgorithmSpecList]
-    KeyAgreementAlgorithms: Optional[KeyAgreementAlgorithmSpecList]
-    MultiRegion: Optional[NullableBooleanType]
-    MultiRegionConfiguration: Optional[MultiRegionConfiguration]
-    PendingDeletionWindowInDays: Optional[PendingWindowInDaysType]
-    MacAlgorithms: Optional[MacAlgorithmSpecList]
-    XksKeyConfiguration: Optional[XksKeyConfigurationType]
-    CurrentKeyMaterialId: Optional[BackingKeyIdType]
+    Arn: ArnType | None
+    CreationDate: DateType | None
+    Enabled: BooleanType | None
+    Description: DescriptionType | None
+    KeyUsage: KeyUsageType | None
+    KeyState: KeyState | None
+    DeletionDate: DateType | None
+    ValidTo: DateType | None
+    Origin: OriginType | None
+    CustomKeyStoreId: CustomKeyStoreIdType | None
+    CloudHsmClusterId: CloudHsmClusterIdType | None
+    ExpirationModel: ExpirationModelType | None
+    KeyManager: KeyManagerType | None
+    CustomerMasterKeySpec: CustomerMasterKeySpec | None
+    KeySpec: KeySpec | None
+    EncryptionAlgorithms: EncryptionAlgorithmSpecList | None
+    SigningAlgorithms: SigningAlgorithmSpecList | None
+    KeyAgreementAlgorithms: KeyAgreementAlgorithmSpecList | None
+    MultiRegion: NullableBooleanType | None
+    MultiRegionConfiguration: MultiRegionConfiguration | None
+    PendingDeletionWindowInDays: PendingWindowInDaysType | None
+    MacAlgorithms: MacAlgorithmSpecList | None
+    XksKeyConfiguration: XksKeyConfigurationType | None
+    CurrentKeyMaterialId: BackingKeyIdType | None
 
 
 class CreateKeyResponse(TypedDict, total=False):
-    KeyMetadata: Optional[KeyMetadata]
+    KeyMetadata: KeyMetadata | None
 
 
 class XksProxyConfigurationType(TypedDict, total=False):
-    Connectivity: Optional[XksProxyConnectivityType]
-    AccessKeyId: Optional[XksProxyAuthenticationAccessKeyIdType]
-    UriEndpoint: Optional[XksProxyUriEndpointType]
-    UriPath: Optional[XksProxyUriPathType]
-    VpcEndpointServiceName: Optional[XksProxyVpcEndpointServiceNameType]
-    VpcEndpointServiceOwner: Optional[AccountIdType]
+    Connectivity: XksProxyConnectivityType | None
+    AccessKeyId: XksProxyAuthenticationAccessKeyIdType | None
+    UriEndpoint: XksProxyUriEndpointType | None
+    UriPath: XksProxyUriPathType | None
+    VpcEndpointServiceName: XksProxyVpcEndpointServiceNameType | None
+    VpcEndpointServiceOwner: AccountIdType | None
 
 
 class CustomKeyStoresListEntry(TypedDict, total=False):
-    CustomKeyStoreId: Optional[CustomKeyStoreIdType]
-    CustomKeyStoreName: Optional[CustomKeyStoreNameType]
-    CloudHsmClusterId: Optional[CloudHsmClusterIdType]
-    TrustAnchorCertificate: Optional[TrustAnchorCertificateType]
-    ConnectionState: Optional[ConnectionStateType]
-    ConnectionErrorCode: Optional[ConnectionErrorCodeType]
-    CreationDate: Optional[DateType]
-    CustomKeyStoreType: Optional[CustomKeyStoreType]
-    XksProxyConfiguration: Optional[XksProxyConfigurationType]
+    CustomKeyStoreId: CustomKeyStoreIdType | None
+    CustomKeyStoreName: CustomKeyStoreNameType | None
+    CloudHsmClusterId: CloudHsmClusterIdType | None
+    TrustAnchorCertificate: TrustAnchorCertificateType | None
+    ConnectionState: ConnectionStateType | None
+    ConnectionErrorCode: ConnectionErrorCodeType | None
+    CreationDate: DateType | None
+    CustomKeyStoreType: CustomKeyStoreType | None
+    XksProxyConfiguration: XksProxyConfigurationType | None
 
 
-CustomKeyStoresList = List[CustomKeyStoresListEntry]
+CustomKeyStoresList = list[CustomKeyStoresListEntry]
 
 
 class RecipientInfo(TypedDict, total=False):
-    KeyEncryptionAlgorithm: Optional[KeyEncryptionMechanism]
-    AttestationDocument: Optional[AttestationDocumentType]
+    KeyEncryptionAlgorithm: KeyEncryptionMechanism | None
+    AttestationDocument: AttestationDocumentType | None
 
 
 class DecryptRequest(ServiceRequest):
     CiphertextBlob: CiphertextType
-    EncryptionContext: Optional[EncryptionContextType]
-    GrantTokens: Optional[GrantTokenList]
-    KeyId: Optional[KeyIdType]
-    EncryptionAlgorithm: Optional[EncryptionAlgorithmSpec]
-    Recipient: Optional[RecipientInfo]
-    DryRun: Optional[NullableBooleanType]
+    EncryptionContext: EncryptionContextType | None
+    GrantTokens: GrantTokenList | None
+    KeyId: KeyIdType | None
+    EncryptionAlgorithm: EncryptionAlgorithmSpec | None
+    Recipient: RecipientInfo | None
+    DryRun: NullableBooleanType | None
 
 
 PlaintextType = bytes
 
 
 class DecryptResponse(TypedDict, total=False):
-    KeyId: Optional[KeyIdType]
-    Plaintext: Optional[PlaintextType]
-    EncryptionAlgorithm: Optional[EncryptionAlgorithmSpec]
-    CiphertextForRecipient: Optional[CiphertextType]
-    KeyMaterialId: Optional[BackingKeyIdType]
+    KeyId: KeyIdType | None
+    Plaintext: PlaintextType | None
+    EncryptionAlgorithm: EncryptionAlgorithmSpec | None
+    CiphertextForRecipient: CiphertextType | None
+    KeyMaterialId: BackingKeyIdType | None
 
 
 class DeleteAliasRequest(ServiceRequest):
@@ -804,12 +808,12 @@ class DeleteCustomKeyStoreResponse(TypedDict, total=False):
 
 class DeleteImportedKeyMaterialRequest(ServiceRequest):
     KeyId: KeyIdType
-    KeyMaterialId: Optional[BackingKeyIdType]
+    KeyMaterialId: BackingKeyIdType | None
 
 
 class DeleteImportedKeyMaterialResponse(TypedDict, total=False):
-    KeyId: Optional[KeyIdType]
-    KeyMaterialId: Optional[BackingKeyIdResponseType]
+    KeyId: KeyIdType | None
+    KeyMaterialId: BackingKeyIdResponseType | None
 
 
 PublicKeyType = bytes
@@ -819,39 +823,39 @@ class DeriveSharedSecretRequest(ServiceRequest):
     KeyId: KeyIdType
     KeyAgreementAlgorithm: KeyAgreementAlgorithmSpec
     PublicKey: PublicKeyType
-    GrantTokens: Optional[GrantTokenList]
-    DryRun: Optional[NullableBooleanType]
-    Recipient: Optional[RecipientInfo]
+    GrantTokens: GrantTokenList | None
+    DryRun: NullableBooleanType | None
+    Recipient: RecipientInfo | None
 
 
 class DeriveSharedSecretResponse(TypedDict, total=False):
-    KeyId: Optional[KeyIdType]
-    SharedSecret: Optional[PlaintextType]
-    CiphertextForRecipient: Optional[CiphertextType]
-    KeyAgreementAlgorithm: Optional[KeyAgreementAlgorithmSpec]
-    KeyOrigin: Optional[OriginType]
+    KeyId: KeyIdType | None
+    SharedSecret: PlaintextType | None
+    CiphertextForRecipient: CiphertextType | None
+    KeyAgreementAlgorithm: KeyAgreementAlgorithmSpec | None
+    KeyOrigin: OriginType | None
 
 
 class DescribeCustomKeyStoresRequest(ServiceRequest):
-    CustomKeyStoreId: Optional[CustomKeyStoreIdType]
-    CustomKeyStoreName: Optional[CustomKeyStoreNameType]
-    Limit: Optional[LimitType]
-    Marker: Optional[MarkerType]
+    CustomKeyStoreId: CustomKeyStoreIdType | None
+    CustomKeyStoreName: CustomKeyStoreNameType | None
+    Limit: LimitType | None
+    Marker: MarkerType | None
 
 
 class DescribeCustomKeyStoresResponse(TypedDict, total=False):
-    CustomKeyStores: Optional[CustomKeyStoresList]
-    NextMarker: Optional[MarkerType]
-    Truncated: Optional[BooleanType]
+    CustomKeyStores: CustomKeyStoresList | None
+    NextMarker: MarkerType | None
+    Truncated: BooleanType | None
 
 
 class DescribeKeyRequest(ServiceRequest):
     KeyId: KeyIdType
-    GrantTokens: Optional[GrantTokenList]
+    GrantTokens: GrantTokenList | None
 
 
 class DescribeKeyResponse(TypedDict, total=False):
-    KeyMetadata: Optional[KeyMetadata]
+    KeyMetadata: KeyMetadata | None
 
 
 class DisableKeyRequest(ServiceRequest):
@@ -876,125 +880,125 @@ class EnableKeyRequest(ServiceRequest):
 
 class EnableKeyRotationRequest(ServiceRequest):
     KeyId: KeyIdType
-    RotationPeriodInDays: Optional[RotationPeriodInDaysType]
+    RotationPeriodInDays: RotationPeriodInDaysType | None
 
 
 class EncryptRequest(ServiceRequest):
     KeyId: KeyIdType
     Plaintext: PlaintextType
-    EncryptionContext: Optional[EncryptionContextType]
-    GrantTokens: Optional[GrantTokenList]
-    EncryptionAlgorithm: Optional[EncryptionAlgorithmSpec]
-    DryRun: Optional[NullableBooleanType]
+    EncryptionContext: EncryptionContextType | None
+    GrantTokens: GrantTokenList | None
+    EncryptionAlgorithm: EncryptionAlgorithmSpec | None
+    DryRun: NullableBooleanType | None
 
 
 class EncryptResponse(TypedDict, total=False):
-    CiphertextBlob: Optional[CiphertextType]
-    KeyId: Optional[KeyIdType]
-    EncryptionAlgorithm: Optional[EncryptionAlgorithmSpec]
+    CiphertextBlob: CiphertextType | None
+    KeyId: KeyIdType | None
+    EncryptionAlgorithm: EncryptionAlgorithmSpec | None
 
 
 class GenerateDataKeyPairRequest(ServiceRequest):
-    EncryptionContext: Optional[EncryptionContextType]
+    EncryptionContext: EncryptionContextType | None
     KeyId: KeyIdType
     KeyPairSpec: DataKeyPairSpec
-    GrantTokens: Optional[GrantTokenList]
-    Recipient: Optional[RecipientInfo]
-    DryRun: Optional[NullableBooleanType]
+    GrantTokens: GrantTokenList | None
+    Recipient: RecipientInfo | None
+    DryRun: NullableBooleanType | None
 
 
 class GenerateDataKeyPairResponse(TypedDict, total=False):
-    PrivateKeyCiphertextBlob: Optional[CiphertextType]
-    PrivateKeyPlaintext: Optional[PlaintextType]
-    PublicKey: Optional[PublicKeyType]
-    KeyId: Optional[KeyIdType]
-    KeyPairSpec: Optional[DataKeyPairSpec]
-    CiphertextForRecipient: Optional[CiphertextType]
-    KeyMaterialId: Optional[BackingKeyIdType]
+    PrivateKeyCiphertextBlob: CiphertextType | None
+    PrivateKeyPlaintext: PlaintextType | None
+    PublicKey: PublicKeyType | None
+    KeyId: KeyIdType | None
+    KeyPairSpec: DataKeyPairSpec | None
+    CiphertextForRecipient: CiphertextType | None
+    KeyMaterialId: BackingKeyIdType | None
 
 
 class GenerateDataKeyPairWithoutPlaintextRequest(ServiceRequest):
-    EncryptionContext: Optional[EncryptionContextType]
+    EncryptionContext: EncryptionContextType | None
     KeyId: KeyIdType
     KeyPairSpec: DataKeyPairSpec
-    GrantTokens: Optional[GrantTokenList]
-    DryRun: Optional[NullableBooleanType]
+    GrantTokens: GrantTokenList | None
+    DryRun: NullableBooleanType | None
 
 
 class GenerateDataKeyPairWithoutPlaintextResponse(TypedDict, total=False):
-    PrivateKeyCiphertextBlob: Optional[CiphertextType]
-    PublicKey: Optional[PublicKeyType]
-    KeyId: Optional[KeyIdType]
-    KeyPairSpec: Optional[DataKeyPairSpec]
-    KeyMaterialId: Optional[BackingKeyIdType]
+    PrivateKeyCiphertextBlob: CiphertextType | None
+    PublicKey: PublicKeyType | None
+    KeyId: KeyIdType | None
+    KeyPairSpec: DataKeyPairSpec | None
+    KeyMaterialId: BackingKeyIdType | None
 
 
 class GenerateDataKeyRequest(ServiceRequest):
     KeyId: KeyIdType
-    EncryptionContext: Optional[EncryptionContextType]
-    NumberOfBytes: Optional[NumberOfBytesType]
-    KeySpec: Optional[DataKeySpec]
-    GrantTokens: Optional[GrantTokenList]
-    Recipient: Optional[RecipientInfo]
-    DryRun: Optional[NullableBooleanType]
+    EncryptionContext: EncryptionContextType | None
+    NumberOfBytes: NumberOfBytesType | None
+    KeySpec: DataKeySpec | None
+    GrantTokens: GrantTokenList | None
+    Recipient: RecipientInfo | None
+    DryRun: NullableBooleanType | None
 
 
 class GenerateDataKeyResponse(TypedDict, total=False):
-    CiphertextBlob: Optional[CiphertextType]
-    Plaintext: Optional[PlaintextType]
-    KeyId: Optional[KeyIdType]
-    CiphertextForRecipient: Optional[CiphertextType]
-    KeyMaterialId: Optional[BackingKeyIdType]
+    CiphertextBlob: CiphertextType | None
+    Plaintext: PlaintextType | None
+    KeyId: KeyIdType | None
+    CiphertextForRecipient: CiphertextType | None
+    KeyMaterialId: BackingKeyIdType | None
 
 
 class GenerateDataKeyWithoutPlaintextRequest(ServiceRequest):
     KeyId: KeyIdType
-    EncryptionContext: Optional[EncryptionContextType]
-    KeySpec: Optional[DataKeySpec]
-    NumberOfBytes: Optional[NumberOfBytesType]
-    GrantTokens: Optional[GrantTokenList]
-    DryRun: Optional[NullableBooleanType]
+    EncryptionContext: EncryptionContextType | None
+    KeySpec: DataKeySpec | None
+    NumberOfBytes: NumberOfBytesType | None
+    GrantTokens: GrantTokenList | None
+    DryRun: NullableBooleanType | None
 
 
 class GenerateDataKeyWithoutPlaintextResponse(TypedDict, total=False):
-    CiphertextBlob: Optional[CiphertextType]
-    KeyId: Optional[KeyIdType]
-    KeyMaterialId: Optional[BackingKeyIdType]
+    CiphertextBlob: CiphertextType | None
+    KeyId: KeyIdType | None
+    KeyMaterialId: BackingKeyIdType | None
 
 
 class GenerateMacRequest(ServiceRequest):
     Message: PlaintextType
     KeyId: KeyIdType
     MacAlgorithm: MacAlgorithmSpec
-    GrantTokens: Optional[GrantTokenList]
-    DryRun: Optional[NullableBooleanType]
+    GrantTokens: GrantTokenList | None
+    DryRun: NullableBooleanType | None
 
 
 class GenerateMacResponse(TypedDict, total=False):
-    Mac: Optional[CiphertextType]
-    MacAlgorithm: Optional[MacAlgorithmSpec]
-    KeyId: Optional[KeyIdType]
+    Mac: CiphertextType | None
+    MacAlgorithm: MacAlgorithmSpec | None
+    KeyId: KeyIdType | None
 
 
 class GenerateRandomRequest(ServiceRequest):
-    NumberOfBytes: Optional[NumberOfBytesType]
-    CustomKeyStoreId: Optional[CustomKeyStoreIdType]
-    Recipient: Optional[RecipientInfo]
+    NumberOfBytes: NumberOfBytesType | None
+    CustomKeyStoreId: CustomKeyStoreIdType | None
+    Recipient: RecipientInfo | None
 
 
 class GenerateRandomResponse(TypedDict, total=False):
-    Plaintext: Optional[PlaintextType]
-    CiphertextForRecipient: Optional[CiphertextType]
+    Plaintext: PlaintextType | None
+    CiphertextForRecipient: CiphertextType | None
 
 
 class GetKeyPolicyRequest(ServiceRequest):
     KeyId: KeyIdType
-    PolicyName: Optional[PolicyNameType]
+    PolicyName: PolicyNameType | None
 
 
 class GetKeyPolicyResponse(TypedDict, total=False):
-    Policy: Optional[PolicyType]
-    PolicyName: Optional[PolicyNameType]
+    Policy: PolicyType | None
+    PolicyName: PolicyNameType | None
 
 
 class GetKeyRotationStatusRequest(ServiceRequest):
@@ -1002,11 +1006,11 @@ class GetKeyRotationStatusRequest(ServiceRequest):
 
 
 class GetKeyRotationStatusResponse(TypedDict, total=False):
-    KeyRotationEnabled: Optional[BooleanType]
-    KeyId: Optional[KeyIdType]
-    RotationPeriodInDays: Optional[RotationPeriodInDaysType]
-    NextRotationDate: Optional[DateType]
-    OnDemandRotationStartDate: Optional[DateType]
+    KeyRotationEnabled: BooleanType | None
+    KeyId: KeyIdType | None
+    RotationPeriodInDays: RotationPeriodInDaysType | None
+    NextRotationDate: DateType | None
+    OnDemandRotationStartDate: DateType | None
 
 
 class GetParametersForImportRequest(ServiceRequest):
@@ -1016,220 +1020,220 @@ class GetParametersForImportRequest(ServiceRequest):
 
 
 class GetParametersForImportResponse(TypedDict, total=False):
-    KeyId: Optional[KeyIdType]
-    ImportToken: Optional[CiphertextType]
-    PublicKey: Optional[PlaintextType]
-    ParametersValidTo: Optional[DateType]
+    KeyId: KeyIdType | None
+    ImportToken: CiphertextType | None
+    PublicKey: PlaintextType | None
+    ParametersValidTo: DateType | None
 
 
 class GetPublicKeyRequest(ServiceRequest):
     KeyId: KeyIdType
-    GrantTokens: Optional[GrantTokenList]
+    GrantTokens: GrantTokenList | None
 
 
 class GetPublicKeyResponse(TypedDict, total=False):
-    KeyId: Optional[KeyIdType]
-    PublicKey: Optional[PublicKeyType]
-    CustomerMasterKeySpec: Optional[CustomerMasterKeySpec]
-    KeySpec: Optional[KeySpec]
-    KeyUsage: Optional[KeyUsageType]
-    EncryptionAlgorithms: Optional[EncryptionAlgorithmSpecList]
-    SigningAlgorithms: Optional[SigningAlgorithmSpecList]
-    KeyAgreementAlgorithms: Optional[KeyAgreementAlgorithmSpecList]
+    KeyId: KeyIdType | None
+    PublicKey: PublicKeyType | None
+    CustomerMasterKeySpec: CustomerMasterKeySpec | None
+    KeySpec: KeySpec | None
+    KeyUsage: KeyUsageType | None
+    EncryptionAlgorithms: EncryptionAlgorithmSpecList | None
+    SigningAlgorithms: SigningAlgorithmSpecList | None
+    KeyAgreementAlgorithms: KeyAgreementAlgorithmSpecList | None
 
 
 class GrantListEntry(TypedDict, total=False):
-    KeyId: Optional[KeyIdType]
-    GrantId: Optional[GrantIdType]
-    Name: Optional[GrantNameType]
-    CreationDate: Optional[DateType]
-    GranteePrincipal: Optional[PrincipalIdType]
-    RetiringPrincipal: Optional[PrincipalIdType]
-    IssuingAccount: Optional[PrincipalIdType]
-    Operations: Optional[GrantOperationList]
-    Constraints: Optional[GrantConstraints]
+    KeyId: KeyIdType | None
+    GrantId: GrantIdType | None
+    Name: GrantNameType | None
+    CreationDate: DateType | None
+    GranteePrincipal: PrincipalIdType | None
+    RetiringPrincipal: PrincipalIdType | None
+    IssuingAccount: PrincipalIdType | None
+    Operations: GrantOperationList | None
+    Constraints: GrantConstraints | None
 
 
-GrantList = List[GrantListEntry]
+GrantList = list[GrantListEntry]
 
 
 class ImportKeyMaterialRequest(ServiceRequest):
     KeyId: KeyIdType
     ImportToken: CiphertextType
     EncryptedKeyMaterial: CiphertextType
-    ValidTo: Optional[DateType]
-    ExpirationModel: Optional[ExpirationModelType]
-    ImportType: Optional[ImportType]
-    KeyMaterialDescription: Optional[KeyMaterialDescriptionType]
-    KeyMaterialId: Optional[BackingKeyIdType]
+    ValidTo: DateType | None
+    ExpirationModel: ExpirationModelType | None
+    ImportType: ImportType | None
+    KeyMaterialDescription: KeyMaterialDescriptionType | None
+    KeyMaterialId: BackingKeyIdType | None
 
 
 class ImportKeyMaterialResponse(TypedDict, total=False):
-    KeyId: Optional[KeyIdType]
-    KeyMaterialId: Optional[BackingKeyIdType]
+    KeyId: KeyIdType | None
+    KeyMaterialId: BackingKeyIdType | None
 
 
 class KeyListEntry(TypedDict, total=False):
-    KeyId: Optional[KeyIdType]
-    KeyArn: Optional[ArnType]
+    KeyId: KeyIdType | None
+    KeyArn: ArnType | None
 
 
-KeyList = List[KeyListEntry]
+KeyList = list[KeyListEntry]
 
 
 class ListAliasesRequest(ServiceRequest):
-    KeyId: Optional[KeyIdType]
-    Limit: Optional[LimitType]
-    Marker: Optional[MarkerType]
+    KeyId: KeyIdType | None
+    Limit: LimitType | None
+    Marker: MarkerType | None
 
 
 class ListAliasesResponse(TypedDict, total=False):
-    Aliases: Optional[AliasList]
-    NextMarker: Optional[MarkerType]
-    Truncated: Optional[BooleanType]
+    Aliases: AliasList | None
+    NextMarker: MarkerType | None
+    Truncated: BooleanType | None
 
 
 class ListGrantsRequest(ServiceRequest):
-    Limit: Optional[LimitType]
-    Marker: Optional[MarkerType]
+    Limit: LimitType | None
+    Marker: MarkerType | None
     KeyId: KeyIdType
-    GrantId: Optional[GrantIdType]
-    GranteePrincipal: Optional[PrincipalIdType]
+    GrantId: GrantIdType | None
+    GranteePrincipal: PrincipalIdType | None
 
 
 class ListGrantsResponse(TypedDict, total=False):
-    Grants: Optional[GrantList]
-    NextMarker: Optional[MarkerType]
-    Truncated: Optional[BooleanType]
+    Grants: GrantList | None
+    NextMarker: MarkerType | None
+    Truncated: BooleanType | None
 
 
 class ListKeyPoliciesRequest(ServiceRequest):
     KeyId: KeyIdType
-    Limit: Optional[LimitType]
-    Marker: Optional[MarkerType]
+    Limit: LimitType | None
+    Marker: MarkerType | None
 
 
-PolicyNameList = List[PolicyNameType]
+PolicyNameList = list[PolicyNameType]
 
 
 class ListKeyPoliciesResponse(TypedDict, total=False):
-    PolicyNames: Optional[PolicyNameList]
-    NextMarker: Optional[MarkerType]
-    Truncated: Optional[BooleanType]
+    PolicyNames: PolicyNameList | None
+    NextMarker: MarkerType | None
+    Truncated: BooleanType | None
 
 
 class ListKeyRotationsRequest(ServiceRequest):
     KeyId: KeyIdType
-    IncludeKeyMaterial: Optional[IncludeKeyMaterial]
-    Limit: Optional[LimitType]
-    Marker: Optional[MarkerType]
+    IncludeKeyMaterial: IncludeKeyMaterial | None
+    Limit: LimitType | None
+    Marker: MarkerType | None
 
 
 class RotationsListEntry(TypedDict, total=False):
-    KeyId: Optional[KeyIdType]
-    KeyMaterialId: Optional[BackingKeyIdType]
-    KeyMaterialDescription: Optional[KeyMaterialDescriptionType]
-    ImportState: Optional[ImportState]
-    KeyMaterialState: Optional[KeyMaterialState]
-    ExpirationModel: Optional[ExpirationModelType]
-    ValidTo: Optional[DateType]
-    RotationDate: Optional[DateType]
-    RotationType: Optional[RotationType]
+    KeyId: KeyIdType | None
+    KeyMaterialId: BackingKeyIdType | None
+    KeyMaterialDescription: KeyMaterialDescriptionType | None
+    ImportState: ImportState | None
+    KeyMaterialState: KeyMaterialState | None
+    ExpirationModel: ExpirationModelType | None
+    ValidTo: DateType | None
+    RotationDate: DateType | None
+    RotationType: RotationType | None
 
 
-RotationsList = List[RotationsListEntry]
+RotationsList = list[RotationsListEntry]
 
 
 class ListKeyRotationsResponse(TypedDict, total=False):
-    Rotations: Optional[RotationsList]
-    NextMarker: Optional[MarkerType]
-    Truncated: Optional[BooleanType]
+    Rotations: RotationsList | None
+    NextMarker: MarkerType | None
+    Truncated: BooleanType | None
 
 
 class ListKeysRequest(ServiceRequest):
-    Limit: Optional[LimitType]
-    Marker: Optional[MarkerType]
+    Limit: LimitType | None
+    Marker: MarkerType | None
 
 
 class ListKeysResponse(TypedDict, total=False):
-    Keys: Optional[KeyList]
-    NextMarker: Optional[MarkerType]
-    Truncated: Optional[BooleanType]
+    Keys: KeyList | None
+    NextMarker: MarkerType | None
+    Truncated: BooleanType | None
 
 
 class ListResourceTagsRequest(ServiceRequest):
     KeyId: KeyIdType
-    Limit: Optional[LimitType]
-    Marker: Optional[MarkerType]
+    Limit: LimitType | None
+    Marker: MarkerType | None
 
 
 class ListResourceTagsResponse(TypedDict, total=False):
-    Tags: Optional[TagList]
-    NextMarker: Optional[MarkerType]
-    Truncated: Optional[BooleanType]
+    Tags: TagList | None
+    NextMarker: MarkerType | None
+    Truncated: BooleanType | None
 
 
 class ListRetirableGrantsRequest(ServiceRequest):
-    Limit: Optional[LimitType]
-    Marker: Optional[MarkerType]
+    Limit: LimitType | None
+    Marker: MarkerType | None
     RetiringPrincipal: PrincipalIdType
 
 
 class PutKeyPolicyRequest(ServiceRequest):
     KeyId: KeyIdType
-    PolicyName: Optional[PolicyNameType]
+    PolicyName: PolicyNameType | None
     Policy: PolicyType
-    BypassPolicyLockoutSafetyCheck: Optional[BooleanType]
+    BypassPolicyLockoutSafetyCheck: BooleanType | None
 
 
 class ReEncryptRequest(ServiceRequest):
     CiphertextBlob: CiphertextType
-    SourceEncryptionContext: Optional[EncryptionContextType]
-    SourceKeyId: Optional[KeyIdType]
+    SourceEncryptionContext: EncryptionContextType | None
+    SourceKeyId: KeyIdType | None
     DestinationKeyId: KeyIdType
-    DestinationEncryptionContext: Optional[EncryptionContextType]
-    SourceEncryptionAlgorithm: Optional[EncryptionAlgorithmSpec]
-    DestinationEncryptionAlgorithm: Optional[EncryptionAlgorithmSpec]
-    GrantTokens: Optional[GrantTokenList]
-    DryRun: Optional[NullableBooleanType]
+    DestinationEncryptionContext: EncryptionContextType | None
+    SourceEncryptionAlgorithm: EncryptionAlgorithmSpec | None
+    DestinationEncryptionAlgorithm: EncryptionAlgorithmSpec | None
+    GrantTokens: GrantTokenList | None
+    DryRun: NullableBooleanType | None
 
 
 class ReEncryptResponse(TypedDict, total=False):
-    CiphertextBlob: Optional[CiphertextType]
-    SourceKeyId: Optional[KeyIdType]
-    KeyId: Optional[KeyIdType]
-    SourceEncryptionAlgorithm: Optional[EncryptionAlgorithmSpec]
-    DestinationEncryptionAlgorithm: Optional[EncryptionAlgorithmSpec]
-    SourceKeyMaterialId: Optional[BackingKeyIdType]
-    DestinationKeyMaterialId: Optional[BackingKeyIdType]
+    CiphertextBlob: CiphertextType | None
+    SourceKeyId: KeyIdType | None
+    KeyId: KeyIdType | None
+    SourceEncryptionAlgorithm: EncryptionAlgorithmSpec | None
+    DestinationEncryptionAlgorithm: EncryptionAlgorithmSpec | None
+    SourceKeyMaterialId: BackingKeyIdType | None
+    DestinationKeyMaterialId: BackingKeyIdType | None
 
 
 class ReplicateKeyRequest(ServiceRequest):
     KeyId: KeyIdType
     ReplicaRegion: RegionType
-    Policy: Optional[PolicyType]
-    BypassPolicyLockoutSafetyCheck: Optional[BooleanType]
-    Description: Optional[DescriptionType]
-    Tags: Optional[TagList]
+    Policy: PolicyType | None
+    BypassPolicyLockoutSafetyCheck: BooleanType | None
+    Description: DescriptionType | None
+    Tags: TagList | None
 
 
 class ReplicateKeyResponse(TypedDict, total=False):
-    ReplicaKeyMetadata: Optional[KeyMetadata]
-    ReplicaPolicy: Optional[PolicyType]
-    ReplicaTags: Optional[TagList]
+    ReplicaKeyMetadata: KeyMetadata | None
+    ReplicaPolicy: PolicyType | None
+    ReplicaTags: TagList | None
 
 
 class RetireGrantRequest(ServiceRequest):
-    GrantToken: Optional[GrantTokenType]
-    KeyId: Optional[KeyIdType]
-    GrantId: Optional[GrantIdType]
-    DryRun: Optional[NullableBooleanType]
+    GrantToken: GrantTokenType | None
+    KeyId: KeyIdType | None
+    GrantId: GrantIdType | None
+    DryRun: NullableBooleanType | None
 
 
 class RevokeGrantRequest(ServiceRequest):
     KeyId: KeyIdType
     GrantId: GrantIdType
-    DryRun: Optional[NullableBooleanType]
+    DryRun: NullableBooleanType | None
 
 
 class RotateKeyOnDemandRequest(ServiceRequest):
@@ -1237,37 +1241,37 @@ class RotateKeyOnDemandRequest(ServiceRequest):
 
 
 class RotateKeyOnDemandResponse(TypedDict, total=False):
-    KeyId: Optional[KeyIdType]
+    KeyId: KeyIdType | None
 
 
 class ScheduleKeyDeletionRequest(ServiceRequest):
     KeyId: KeyIdType
-    PendingWindowInDays: Optional[PendingWindowInDaysType]
+    PendingWindowInDays: PendingWindowInDaysType | None
 
 
 class ScheduleKeyDeletionResponse(TypedDict, total=False):
-    KeyId: Optional[KeyIdType]
-    DeletionDate: Optional[DateType]
-    KeyState: Optional[KeyState]
-    PendingWindowInDays: Optional[PendingWindowInDaysType]
+    KeyId: KeyIdType | None
+    DeletionDate: DateType | None
+    KeyState: KeyState | None
+    PendingWindowInDays: PendingWindowInDaysType | None
 
 
 class SignRequest(ServiceRequest):
     KeyId: KeyIdType
     Message: PlaintextType
-    MessageType: Optional[MessageType]
-    GrantTokens: Optional[GrantTokenList]
+    MessageType: MessageType | None
+    GrantTokens: GrantTokenList | None
     SigningAlgorithm: SigningAlgorithmSpec
-    DryRun: Optional[NullableBooleanType]
+    DryRun: NullableBooleanType | None
 
 
 class SignResponse(TypedDict, total=False):
-    KeyId: Optional[KeyIdType]
-    Signature: Optional[CiphertextType]
-    SigningAlgorithm: Optional[SigningAlgorithmSpec]
+    KeyId: KeyIdType | None
+    Signature: CiphertextType | None
+    SigningAlgorithm: SigningAlgorithmSpec | None
 
 
-TagKeyList = List[TagKeyType]
+TagKeyList = list[TagKeyType]
 
 
 class TagResourceRequest(ServiceRequest):
@@ -1287,15 +1291,15 @@ class UpdateAliasRequest(ServiceRequest):
 
 class UpdateCustomKeyStoreRequest(ServiceRequest):
     CustomKeyStoreId: CustomKeyStoreIdType
-    NewCustomKeyStoreName: Optional[CustomKeyStoreNameType]
-    KeyStorePassword: Optional[KeyStorePasswordType]
-    CloudHsmClusterId: Optional[CloudHsmClusterIdType]
-    XksProxyUriEndpoint: Optional[XksProxyUriEndpointType]
-    XksProxyUriPath: Optional[XksProxyUriPathType]
-    XksProxyVpcEndpointServiceName: Optional[XksProxyVpcEndpointServiceNameType]
-    XksProxyVpcEndpointServiceOwner: Optional[AccountIdType]
-    XksProxyAuthenticationCredential: Optional[XksProxyAuthenticationCredentialType]
-    XksProxyConnectivity: Optional[XksProxyConnectivityType]
+    NewCustomKeyStoreName: CustomKeyStoreNameType | None
+    KeyStorePassword: KeyStorePasswordType | None
+    CloudHsmClusterId: CloudHsmClusterIdType | None
+    XksProxyUriEndpoint: XksProxyUriEndpointType | None
+    XksProxyUriPath: XksProxyUriPathType | None
+    XksProxyVpcEndpointServiceName: XksProxyVpcEndpointServiceNameType | None
+    XksProxyVpcEndpointServiceOwner: AccountIdType | None
+    XksProxyAuthenticationCredential: XksProxyAuthenticationCredentialType | None
+    XksProxyConnectivity: XksProxyConnectivityType | None
 
 
 class UpdateCustomKeyStoreResponse(TypedDict, total=False):
@@ -1317,35 +1321,35 @@ class VerifyMacRequest(ServiceRequest):
     KeyId: KeyIdType
     MacAlgorithm: MacAlgorithmSpec
     Mac: CiphertextType
-    GrantTokens: Optional[GrantTokenList]
-    DryRun: Optional[NullableBooleanType]
+    GrantTokens: GrantTokenList | None
+    DryRun: NullableBooleanType | None
 
 
 class VerifyMacResponse(TypedDict, total=False):
-    KeyId: Optional[KeyIdType]
-    MacValid: Optional[BooleanType]
-    MacAlgorithm: Optional[MacAlgorithmSpec]
+    KeyId: KeyIdType | None
+    MacValid: BooleanType | None
+    MacAlgorithm: MacAlgorithmSpec | None
 
 
 class VerifyRequest(ServiceRequest):
     KeyId: KeyIdType
     Message: PlaintextType
-    MessageType: Optional[MessageType]
+    MessageType: MessageType | None
     Signature: CiphertextType
     SigningAlgorithm: SigningAlgorithmSpec
-    GrantTokens: Optional[GrantTokenList]
-    DryRun: Optional[NullableBooleanType]
+    GrantTokens: GrantTokenList | None
+    DryRun: NullableBooleanType | None
 
 
 class VerifyResponse(TypedDict, total=False):
-    KeyId: Optional[KeyIdType]
-    SignatureValid: Optional[BooleanType]
-    SigningAlgorithm: Optional[SigningAlgorithmSpec]
+    KeyId: KeyIdType | None
+    SignatureValid: BooleanType | None
+    SigningAlgorithm: SigningAlgorithmSpec | None
 
 
 class KmsApi:
-    service = "kms"
-    version = "2014-11-01"
+    service: str = "kms"
+    version: str = "2014-11-01"
 
     @handler("CancelKeyDeletion")
     def cancel_key_deletion(
diff --git a/localstack-core/localstack/aws/api/lambda_/__init__.py b/localstack-core/localstack/aws/api/lambda_/__init__.py
index 7bb897c696b4b..d5b42a3da1793 100644
--- a/localstack-core/localstack/aws/api/lambda_/__init__.py
+++ b/localstack-core/localstack/aws/api/lambda_/__init__.py
@@ -1,6 +1,7 @@
+from collections.abc import Iterable, Iterator
 from datetime import datetime
 from enum import StrEnum
-from typing import IO, Dict, Iterable, Iterator, List, Optional, TypedDict, Union
+from typing import IO, TypedDict
 
 from localstack.aws.api import RequestContext, ServiceException, ServiceRequest, handler
 
@@ -384,292 +385,292 @@ class CodeSigningConfigNotFoundException(ServiceException):
     code: str = "CodeSigningConfigNotFoundException"
     sender_fault: bool = True
     status_code: int = 404
-    Type: Optional[String]
+    Type: String | None
 
 
 class CodeStorageExceededException(ServiceException):
     code: str = "CodeStorageExceededException"
     sender_fault: bool = True
     status_code: int = 400
-    Type: Optional[String]
+    Type: String | None
 
 
 class CodeVerificationFailedException(ServiceException):
     code: str = "CodeVerificationFailedException"
     sender_fault: bool = True
     status_code: int = 400
-    Type: Optional[String]
+    Type: String | None
 
 
 class EC2AccessDeniedException(ServiceException):
     code: str = "EC2AccessDeniedException"
     sender_fault: bool = False
     status_code: int = 502
-    Type: Optional[String]
+    Type: String | None
 
 
 class EC2ThrottledException(ServiceException):
     code: str = "EC2ThrottledException"
     sender_fault: bool = False
     status_code: int = 502
-    Type: Optional[String]
+    Type: String | None
 
 
 class EC2UnexpectedException(ServiceException):
     code: str = "EC2UnexpectedException"
     sender_fault: bool = False
     status_code: int = 502
-    Type: Optional[String]
-    EC2ErrorCode: Optional[String]
+    Type: String | None
+    EC2ErrorCode: String | None
 
 
 class EFSIOException(ServiceException):
     code: str = "EFSIOException"
     sender_fault: bool = True
     status_code: int = 410
-    Type: Optional[String]
+    Type: String | None
 
 
 class EFSMountConnectivityException(ServiceException):
     code: str = "EFSMountConnectivityException"
     sender_fault: bool = True
     status_code: int = 408
-    Type: Optional[String]
+    Type: String | None
 
 
 class EFSMountFailureException(ServiceException):
     code: str = "EFSMountFailureException"
     sender_fault: bool = True
     status_code: int = 403
-    Type: Optional[String]
+    Type: String | None
 
 
 class EFSMountTimeoutException(ServiceException):
     code: str = "EFSMountTimeoutException"
     sender_fault: bool = True
     status_code: int = 408
-    Type: Optional[String]
+    Type: String | None
 
 
 class ENILimitReachedException(ServiceException):
     code: str = "ENILimitReachedException"
     sender_fault: bool = False
     status_code: int = 502
-    Type: Optional[String]
+    Type: String | None
 
 
 class InvalidCodeSignatureException(ServiceException):
     code: str = "InvalidCodeSignatureException"
     sender_fault: bool = True
     status_code: int = 400
-    Type: Optional[String]
+    Type: String | None
 
 
 class InvalidParameterValueException(ServiceException):
     code: str = "InvalidParameterValueException"
     sender_fault: bool = True
     status_code: int = 400
-    Type: Optional[String]
+    Type: String | None
 
 
 class InvalidRequestContentException(ServiceException):
     code: str = "InvalidRequestContentException"
     sender_fault: bool = True
     status_code: int = 400
-    Type: Optional[String]
+    Type: String | None
 
 
 class InvalidRuntimeException(ServiceException):
     code: str = "InvalidRuntimeException"
     sender_fault: bool = False
     status_code: int = 502
-    Type: Optional[String]
+    Type: String | None
 
 
 class InvalidSecurityGroupIDException(ServiceException):
     code: str = "InvalidSecurityGroupIDException"
     sender_fault: bool = False
     status_code: int = 502
-    Type: Optional[String]
+    Type: String | None
 
 
 class InvalidSubnetIDException(ServiceException):
     code: str = "InvalidSubnetIDException"
     sender_fault: bool = False
     status_code: int = 502
-    Type: Optional[String]
+    Type: String | None
 
 
 class InvalidZipFileException(ServiceException):
     code: str = "InvalidZipFileException"
     sender_fault: bool = False
     status_code: int = 502
-    Type: Optional[String]
+    Type: String | None
 
 
 class KMSAccessDeniedException(ServiceException):
     code: str = "KMSAccessDeniedException"
     sender_fault: bool = False
     status_code: int = 502
-    Type: Optional[String]
+    Type: String | None
 
 
 class KMSDisabledException(ServiceException):
     code: str = "KMSDisabledException"
     sender_fault: bool = False
     status_code: int = 502
-    Type: Optional[String]
+    Type: String | None
 
 
 class KMSInvalidStateException(ServiceException):
     code: str = "KMSInvalidStateException"
     sender_fault: bool = False
     status_code: int = 502
-    Type: Optional[String]
+    Type: String | None
 
 
 class KMSNotFoundException(ServiceException):
     code: str = "KMSNotFoundException"
     sender_fault: bool = False
     status_code: int = 502
-    Type: Optional[String]
+    Type: String | None
 
 
 class PolicyLengthExceededException(ServiceException):
     code: str = "PolicyLengthExceededException"
     sender_fault: bool = True
     status_code: int = 400
-    Type: Optional[String]
+    Type: String | None
 
 
 class PreconditionFailedException(ServiceException):
     code: str = "PreconditionFailedException"
     sender_fault: bool = True
     status_code: int = 412
-    Type: Optional[String]
+    Type: String | None
 
 
 class ProvisionedConcurrencyConfigNotFoundException(ServiceException):
     code: str = "ProvisionedConcurrencyConfigNotFoundException"
     sender_fault: bool = True
     status_code: int = 404
-    Type: Optional[String]
+    Type: String | None
 
 
 class RecursiveInvocationException(ServiceException):
     code: str = "RecursiveInvocationException"
     sender_fault: bool = True
     status_code: int = 400
-    Type: Optional[String]
+    Type: String | None
 
 
 class RequestTooLargeException(ServiceException):
     code: str = "RequestTooLargeException"
     sender_fault: bool = True
     status_code: int = 413
-    Type: Optional[String]
+    Type: String | None
 
 
 class ResourceConflictException(ServiceException):
     code: str = "ResourceConflictException"
     sender_fault: bool = True
     status_code: int = 409
-    Type: Optional[String]
+    Type: String | None
 
 
 class ResourceInUseException(ServiceException):
     code: str = "ResourceInUseException"
     sender_fault: bool = True
     status_code: int = 400
-    Type: Optional[String]
+    Type: String | None
 
 
 class ResourceNotFoundException(ServiceException):
     code: str = "ResourceNotFoundException"
     sender_fault: bool = True
     status_code: int = 404
-    Type: Optional[String]
+    Type: String | None
 
 
 class ResourceNotReadyException(ServiceException):
     code: str = "ResourceNotReadyException"
     sender_fault: bool = False
     status_code: int = 502
-    Type: Optional[String]
+    Type: String | None
 
 
 class SerializedRequestEntityTooLargeException(ServiceException):
     code: str = "SerializedRequestEntityTooLargeException"
     sender_fault: bool = True
     status_code: int = 413
-    Type: Optional[String]
+    Type: String | None
 
 
 class ServiceException(ServiceException):
     code: str = "ServiceException"
     sender_fault: bool = False
     status_code: int = 500
-    Type: Optional[String]
+    Type: String | None
 
 
 class SnapStartException(ServiceException):
     code: str = "SnapStartException"
     sender_fault: bool = True
     status_code: int = 400
-    Type: Optional[String]
+    Type: String | None
 
 
 class SnapStartNotReadyException(ServiceException):
     code: str = "SnapStartNotReadyException"
     sender_fault: bool = True
     status_code: int = 409
-    Type: Optional[String]
+    Type: String | None
 
 
 class SnapStartTimeoutException(ServiceException):
     code: str = "SnapStartTimeoutException"
     sender_fault: bool = True
     status_code: int = 408
-    Type: Optional[String]
+    Type: String | None
 
 
 class SubnetIPAddressLimitReachedException(ServiceException):
     code: str = "SubnetIPAddressLimitReachedException"
     sender_fault: bool = False
     status_code: int = 502
-    Type: Optional[String]
+    Type: String | None
 
 
 class TooManyRequestsException(ServiceException):
     code: str = "TooManyRequestsException"
     sender_fault: bool = True
     status_code: int = 429
-    retryAfterSeconds: Optional[String]
-    Type: Optional[String]
-    Reason: Optional[ThrottleReason]
+    retryAfterSeconds: String | None
+    Type: String | None
+    Reason: ThrottleReason | None
 
 
 class UnsupportedMediaTypeException(ServiceException):
     code: str = "UnsupportedMediaTypeException"
     sender_fault: bool = True
     status_code: int = 415
-    Type: Optional[String]
+    Type: String | None
 
 
 Long = int
 
 
 class AccountLimit(TypedDict, total=False):
-    TotalCodeSize: Optional[Long]
-    CodeSizeUnzipped: Optional[Long]
-    CodeSizeZipped: Optional[Long]
-    ConcurrentExecutions: Optional[Integer]
-    UnreservedConcurrentExecutions: Optional[UnreservedConcurrentExecutions]
+    TotalCodeSize: Long | None
+    CodeSizeUnzipped: Long | None
+    CodeSizeZipped: Long | None
+    ConcurrentExecutions: Integer | None
+    UnreservedConcurrentExecutions: UnreservedConcurrentExecutions | None
 
 
 class AccountUsage(TypedDict, total=False):
-    TotalCodeSize: Optional[Long]
-    FunctionCount: Optional[Long]
+    TotalCodeSize: Long | None
+    FunctionCount: Long | None
 
 
 LayerVersionNumber = int
@@ -681,13 +682,13 @@ class AddLayerVersionPermissionRequest(ServiceRequest):
     StatementId: StatementId
     Action: LayerPermissionAllowedAction
     Principal: LayerPermissionAllowedPrincipal
-    OrganizationId: Optional[OrganizationId]
-    RevisionId: Optional[String]
+    OrganizationId: OrganizationId | None
+    RevisionId: String | None
 
 
 class AddLayerVersionPermissionResponse(TypedDict, total=False):
-    Statement: Optional[String]
-    RevisionId: Optional[String]
+    Statement: String | None
+    RevisionId: String | None
 
 
 class AddPermissionRequest(ServiceRequest):
@@ -695,40 +696,40 @@ class AddPermissionRequest(ServiceRequest):
     StatementId: StatementId
     Action: Action
     Principal: Principal
-    SourceArn: Optional[Arn]
-    SourceAccount: Optional[SourceOwner]
-    EventSourceToken: Optional[EventSourceToken]
-    Qualifier: Optional[Qualifier]
-    RevisionId: Optional[String]
-    PrincipalOrgID: Optional[PrincipalOrgID]
-    FunctionUrlAuthType: Optional[FunctionUrlAuthType]
-    InvokedViaFunctionUrl: Optional[InvokedViaFunctionUrl]
+    SourceArn: Arn | None
+    SourceAccount: SourceOwner | None
+    EventSourceToken: EventSourceToken | None
+    Qualifier: Qualifier | None
+    RevisionId: String | None
+    PrincipalOrgID: PrincipalOrgID | None
+    FunctionUrlAuthType: FunctionUrlAuthType | None
+    InvokedViaFunctionUrl: InvokedViaFunctionUrl | None
 
 
 class AddPermissionResponse(TypedDict, total=False):
-    Statement: Optional[String]
+    Statement: String | None
 
 
-AdditionalVersionWeights = Dict[AdditionalVersion, Weight]
+AdditionalVersionWeights = dict[AdditionalVersion, Weight]
 
 
 class AliasRoutingConfiguration(TypedDict, total=False):
-    AdditionalVersionWeights: Optional[AdditionalVersionWeights]
+    AdditionalVersionWeights: AdditionalVersionWeights | None
 
 
 class AliasConfiguration(TypedDict, total=False):
-    AliasArn: Optional[FunctionArn]
-    Name: Optional[Alias]
-    FunctionVersion: Optional[Version]
-    Description: Optional[Description]
-    RoutingConfig: Optional[AliasRoutingConfiguration]
-    RevisionId: Optional[String]
+    AliasArn: FunctionArn | None
+    Name: Alias | None
+    FunctionVersion: Version | None
+    Description: Description | None
+    RoutingConfig: AliasRoutingConfiguration | None
+    RevisionId: String | None
 
 
-AliasList = List[AliasConfiguration]
-AllowMethodsList = List[Method]
-AllowOriginsList = List[Origin]
-SigningProfileVersionArns = List[Arn]
+AliasList = list[AliasConfiguration]
+AllowMethodsList = list[Method]
+AllowOriginsList = list[Origin]
+SigningProfileVersionArns = list[Arn]
 
 
 class AllowedPublishers(TypedDict, total=False):
@@ -736,87 +737,87 @@ class AllowedPublishers(TypedDict, total=False):
 
 
 class KafkaSchemaValidationConfig(TypedDict, total=False):
-    Attribute: Optional[KafkaSchemaValidationAttribute]
+    Attribute: KafkaSchemaValidationAttribute | None
 
 
-KafkaSchemaValidationConfigList = List[KafkaSchemaValidationConfig]
+KafkaSchemaValidationConfigList = list[KafkaSchemaValidationConfig]
 
 
 class KafkaSchemaRegistryAccessConfig(TypedDict, total=False):
-    Type: Optional[KafkaSchemaRegistryAuthType]
-    URI: Optional[Arn]
+    Type: KafkaSchemaRegistryAuthType | None
+    URI: Arn | None
 
 
-KafkaSchemaRegistryAccessConfigList = List[KafkaSchemaRegistryAccessConfig]
+KafkaSchemaRegistryAccessConfigList = list[KafkaSchemaRegistryAccessConfig]
 
 
 class KafkaSchemaRegistryConfig(TypedDict, total=False):
-    SchemaRegistryURI: Optional[SchemaRegistryUri]
-    EventRecordFormat: Optional[SchemaRegistryEventRecordFormat]
-    AccessConfigs: Optional[KafkaSchemaRegistryAccessConfigList]
-    SchemaValidationConfigs: Optional[KafkaSchemaValidationConfigList]
+    SchemaRegistryURI: SchemaRegistryUri | None
+    EventRecordFormat: SchemaRegistryEventRecordFormat | None
+    AccessConfigs: KafkaSchemaRegistryAccessConfigList | None
+    SchemaValidationConfigs: KafkaSchemaValidationConfigList | None
 
 
 class AmazonManagedKafkaEventSourceConfig(TypedDict, total=False):
-    ConsumerGroupId: Optional[URI]
-    SchemaRegistryConfig: Optional[KafkaSchemaRegistryConfig]
+    ConsumerGroupId: URI | None
+    SchemaRegistryConfig: KafkaSchemaRegistryConfig | None
 
 
-ArchitecturesList = List[Architecture]
+ArchitecturesList = list[Architecture]
 Blob = bytes
 BlobStream = bytes
 
 
 class CodeSigningPolicies(TypedDict, total=False):
-    UntrustedArtifactOnDeployment: Optional[CodeSigningPolicy]
+    UntrustedArtifactOnDeployment: CodeSigningPolicy | None
 
 
 class CodeSigningConfig(TypedDict, total=False):
     CodeSigningConfigId: CodeSigningConfigId
     CodeSigningConfigArn: CodeSigningConfigArn
-    Description: Optional[Description]
+    Description: Description | None
     AllowedPublishers: AllowedPublishers
     CodeSigningPolicies: CodeSigningPolicies
     LastModified: Timestamp
 
 
-CodeSigningConfigList = List[CodeSigningConfig]
-CompatibleArchitectures = List[Architecture]
-CompatibleRuntimes = List[Runtime]
+CodeSigningConfigList = list[CodeSigningConfig]
+CompatibleArchitectures = list[Architecture]
+CompatibleRuntimes = list[Runtime]
 
 
 class Concurrency(TypedDict, total=False):
-    ReservedConcurrentExecutions: Optional[ReservedConcurrentExecutions]
+    ReservedConcurrentExecutions: ReservedConcurrentExecutions | None
 
 
-HeadersList = List[Header]
+HeadersList = list[Header]
 
 
 class Cors(TypedDict, total=False):
-    AllowCredentials: Optional[AllowCredentials]
-    AllowHeaders: Optional[HeadersList]
-    AllowMethods: Optional[AllowMethodsList]
-    AllowOrigins: Optional[AllowOriginsList]
-    ExposeHeaders: Optional[HeadersList]
-    MaxAge: Optional[MaxAge]
+    AllowCredentials: AllowCredentials | None
+    AllowHeaders: HeadersList | None
+    AllowMethods: AllowMethodsList | None
+    AllowOrigins: AllowOriginsList | None
+    ExposeHeaders: HeadersList | None
+    MaxAge: MaxAge | None
 
 
 class CreateAliasRequest(ServiceRequest):
     FunctionName: FunctionName
     Name: Alias
     FunctionVersion: Version
-    Description: Optional[Description]
-    RoutingConfig: Optional[AliasRoutingConfiguration]
+    Description: Description | None
+    RoutingConfig: AliasRoutingConfiguration | None
 
 
-Tags = Dict[TagKey, TagValue]
+Tags = dict[TagKey, TagValue]
 
 
 class CreateCodeSigningConfigRequest(ServiceRequest):
-    Description: Optional[Description]
+    Description: Description | None
     AllowedPublishers: AllowedPublishers
-    CodeSigningPolicies: Optional[CodeSigningPolicies]
-    Tags: Optional[Tags]
+    CodeSigningPolicies: CodeSigningPolicies | None
+    Tags: Tags | None
 
 
 class CreateCodeSigningConfigResponse(TypedDict, total=False):
@@ -824,130 +825,130 @@ class CreateCodeSigningConfigResponse(TypedDict, total=False):
 
 
 class ProvisionedPollerConfig(TypedDict, total=False):
-    MinimumPollers: Optional[MinimumNumberOfPollers]
-    MaximumPollers: Optional[MaximumNumberOfPollers]
+    MinimumPollers: MinimumNumberOfPollers | None
+    MaximumPollers: MaximumNumberOfPollers | None
 
 
-EventSourceMappingMetricList = List[EventSourceMappingMetric]
+EventSourceMappingMetricList = list[EventSourceMappingMetric]
 
 
 class EventSourceMappingMetricsConfig(TypedDict, total=False):
-    Metrics: Optional[EventSourceMappingMetricList]
+    Metrics: EventSourceMappingMetricList | None
 
 
 class DocumentDBEventSourceConfig(TypedDict, total=False):
-    DatabaseName: Optional[DatabaseName]
-    CollectionName: Optional[CollectionName]
-    FullDocument: Optional[FullDocument]
+    DatabaseName: DatabaseName | None
+    CollectionName: CollectionName | None
+    FullDocument: FullDocument | None
 
 
 class ScalingConfig(TypedDict, total=False):
-    MaximumConcurrency: Optional[MaximumConcurrency]
+    MaximumConcurrency: MaximumConcurrency | None
 
 
 class SelfManagedKafkaEventSourceConfig(TypedDict, total=False):
-    ConsumerGroupId: Optional[URI]
-    SchemaRegistryConfig: Optional[KafkaSchemaRegistryConfig]
+    ConsumerGroupId: URI | None
+    SchemaRegistryConfig: KafkaSchemaRegistryConfig | None
 
 
-FunctionResponseTypeList = List[FunctionResponseType]
-EndpointLists = List[Endpoint]
-Endpoints = Dict[EndPointType, EndpointLists]
+FunctionResponseTypeList = list[FunctionResponseType]
+EndpointLists = list[Endpoint]
+Endpoints = dict[EndPointType, EndpointLists]
 
 
 class SelfManagedEventSource(TypedDict, total=False):
-    Endpoints: Optional[Endpoints]
+    Endpoints: Endpoints | None
 
 
 class SourceAccessConfiguration(TypedDict, total=False):
-    Type: Optional[SourceAccessType]
-    URI: Optional[URI]
+    Type: SourceAccessType | None
+    URI: URI | None
 
 
-SourceAccessConfigurations = List[SourceAccessConfiguration]
-Queues = List[Queue]
-Topics = List[Topic]
+SourceAccessConfigurations = list[SourceAccessConfiguration]
+Queues = list[Queue]
+Topics = list[Topic]
 
 
 class OnFailure(TypedDict, total=False):
-    Destination: Optional[DestinationArn]
+    Destination: DestinationArn | None
 
 
 class OnSuccess(TypedDict, total=False):
-    Destination: Optional[DestinationArn]
+    Destination: DestinationArn | None
 
 
 class DestinationConfig(TypedDict, total=False):
-    OnSuccess: Optional[OnSuccess]
-    OnFailure: Optional[OnFailure]
+    OnSuccess: OnSuccess | None
+    OnFailure: OnFailure | None
 
 
 Date = datetime
 
 
 class Filter(TypedDict, total=False):
-    Pattern: Optional[Pattern]
+    Pattern: Pattern | None
 
 
-FilterList = List[Filter]
+FilterList = list[Filter]
 
 
 class FilterCriteria(TypedDict, total=False):
-    Filters: Optional[FilterList]
+    Filters: FilterList | None
 
 
 class CreateEventSourceMappingRequest(ServiceRequest):
-    EventSourceArn: Optional[Arn]
+    EventSourceArn: Arn | None
     FunctionName: FunctionName
-    Enabled: Optional[Enabled]
-    BatchSize: Optional[BatchSize]
-    FilterCriteria: Optional[FilterCriteria]
-    MaximumBatchingWindowInSeconds: Optional[MaximumBatchingWindowInSeconds]
-    ParallelizationFactor: Optional[ParallelizationFactor]
-    StartingPosition: Optional[EventSourcePosition]
-    StartingPositionTimestamp: Optional[Date]
-    DestinationConfig: Optional[DestinationConfig]
-    MaximumRecordAgeInSeconds: Optional[MaximumRecordAgeInSeconds]
-    BisectBatchOnFunctionError: Optional[BisectBatchOnFunctionError]
-    MaximumRetryAttempts: Optional[MaximumRetryAttemptsEventSourceMapping]
-    Tags: Optional[Tags]
-    TumblingWindowInSeconds: Optional[TumblingWindowInSeconds]
-    Topics: Optional[Topics]
-    Queues: Optional[Queues]
-    SourceAccessConfigurations: Optional[SourceAccessConfigurations]
-    SelfManagedEventSource: Optional[SelfManagedEventSource]
-    FunctionResponseTypes: Optional[FunctionResponseTypeList]
-    AmazonManagedKafkaEventSourceConfig: Optional[AmazonManagedKafkaEventSourceConfig]
-    SelfManagedKafkaEventSourceConfig: Optional[SelfManagedKafkaEventSourceConfig]
-    ScalingConfig: Optional[ScalingConfig]
-    DocumentDBEventSourceConfig: Optional[DocumentDBEventSourceConfig]
-    KMSKeyArn: Optional[KMSKeyArn]
-    MetricsConfig: Optional[EventSourceMappingMetricsConfig]
-    ProvisionedPollerConfig: Optional[ProvisionedPollerConfig]
+    Enabled: Enabled | None
+    BatchSize: BatchSize | None
+    FilterCriteria: FilterCriteria | None
+    MaximumBatchingWindowInSeconds: MaximumBatchingWindowInSeconds | None
+    ParallelizationFactor: ParallelizationFactor | None
+    StartingPosition: EventSourcePosition | None
+    StartingPositionTimestamp: Date | None
+    DestinationConfig: DestinationConfig | None
+    MaximumRecordAgeInSeconds: MaximumRecordAgeInSeconds | None
+    BisectBatchOnFunctionError: BisectBatchOnFunctionError | None
+    MaximumRetryAttempts: MaximumRetryAttemptsEventSourceMapping | None
+    Tags: Tags | None
+    TumblingWindowInSeconds: TumblingWindowInSeconds | None
+    Topics: Topics | None
+    Queues: Queues | None
+    SourceAccessConfigurations: SourceAccessConfigurations | None
+    SelfManagedEventSource: SelfManagedEventSource | None
+    FunctionResponseTypes: FunctionResponseTypeList | None
+    AmazonManagedKafkaEventSourceConfig: AmazonManagedKafkaEventSourceConfig | None
+    SelfManagedKafkaEventSourceConfig: SelfManagedKafkaEventSourceConfig | None
+    ScalingConfig: ScalingConfig | None
+    DocumentDBEventSourceConfig: DocumentDBEventSourceConfig | None
+    KMSKeyArn: KMSKeyArn | None
+    MetricsConfig: EventSourceMappingMetricsConfig | None
+    ProvisionedPollerConfig: ProvisionedPollerConfig | None
 
 
 class LoggingConfig(TypedDict, total=False):
-    LogFormat: Optional[LogFormat]
-    ApplicationLogLevel: Optional[ApplicationLogLevel]
-    SystemLogLevel: Optional[SystemLogLevel]
-    LogGroup: Optional[LogGroup]
+    LogFormat: LogFormat | None
+    ApplicationLogLevel: ApplicationLogLevel | None
+    SystemLogLevel: SystemLogLevel | None
+    LogGroup: LogGroup | None
 
 
 class SnapStart(TypedDict, total=False):
-    ApplyOn: Optional[SnapStartApplyOn]
+    ApplyOn: SnapStartApplyOn | None
 
 
 class EphemeralStorage(TypedDict, total=False):
     Size: EphemeralStorageSize
 
 
-StringList = List[String]
+StringList = list[String]
 
 
 class ImageConfig(TypedDict, total=False):
-    EntryPoint: Optional[StringList]
-    Command: Optional[StringList]
-    WorkingDirectory: Optional[WorkingDirectory]
+    EntryPoint: StringList | None
+    Command: StringList | None
+    WorkingDirectory: WorkingDirectory | None
 
 
 class FileSystemConfig(TypedDict, total=False):
@@ -955,86 +956,86 @@ class FileSystemConfig(TypedDict, total=False):
     LocalMountPath: LocalMountPath
 
 
-FileSystemConfigList = List[FileSystemConfig]
-LayerList = List[LayerVersionArn]
+FileSystemConfigList = list[FileSystemConfig]
+LayerList = list[LayerVersionArn]
 
 
 class TracingConfig(TypedDict, total=False):
-    Mode: Optional[TracingMode]
+    Mode: TracingMode | None
 
 
-EnvironmentVariables = Dict[EnvironmentVariableName, EnvironmentVariableValue]
+EnvironmentVariables = dict[EnvironmentVariableName, EnvironmentVariableValue]
 
 
 class Environment(TypedDict, total=False):
-    Variables: Optional[EnvironmentVariables]
+    Variables: EnvironmentVariables | None
 
 
 class DeadLetterConfig(TypedDict, total=False):
-    TargetArn: Optional[ResourceArn]
+    TargetArn: ResourceArn | None
 
 
-SecurityGroupIds = List[SecurityGroupId]
-SubnetIds = List[SubnetId]
+SecurityGroupIds = list[SecurityGroupId]
+SubnetIds = list[SubnetId]
 
 
 class VpcConfig(TypedDict, total=False):
-    SubnetIds: Optional[SubnetIds]
-    SecurityGroupIds: Optional[SecurityGroupIds]
-    Ipv6AllowedForDualStack: Optional[NullableBoolean]
+    SubnetIds: SubnetIds | None
+    SecurityGroupIds: SecurityGroupIds | None
+    Ipv6AllowedForDualStack: NullableBoolean | None
 
 
 class FunctionCode(TypedDict, total=False):
-    ZipFile: Optional[Blob]
-    S3Bucket: Optional[S3Bucket]
-    S3Key: Optional[S3Key]
-    S3ObjectVersion: Optional[S3ObjectVersion]
-    ImageUri: Optional[String]
-    SourceKMSKeyArn: Optional[KMSKeyArn]
+    ZipFile: Blob | None
+    S3Bucket: S3Bucket | None
+    S3Key: S3Key | None
+    S3ObjectVersion: S3ObjectVersion | None
+    ImageUri: String | None
+    SourceKMSKeyArn: KMSKeyArn | None
 
 
 class CreateFunctionRequest(ServiceRequest):
     FunctionName: FunctionName
-    Runtime: Optional[Runtime]
+    Runtime: Runtime | None
     Role: RoleArn
-    Handler: Optional[Handler]
+    Handler: Handler | None
     Code: FunctionCode
-    Description: Optional[Description]
-    Timeout: Optional[Timeout]
-    MemorySize: Optional[MemorySize]
-    Publish: Optional[Boolean]
-    VpcConfig: Optional[VpcConfig]
-    PackageType: Optional[PackageType]
-    DeadLetterConfig: Optional[DeadLetterConfig]
-    Environment: Optional[Environment]
-    KMSKeyArn: Optional[KMSKeyArn]
-    TracingConfig: Optional[TracingConfig]
-    Tags: Optional[Tags]
-    Layers: Optional[LayerList]
-    FileSystemConfigs: Optional[FileSystemConfigList]
-    ImageConfig: Optional[ImageConfig]
-    CodeSigningConfigArn: Optional[CodeSigningConfigArn]
-    Architectures: Optional[ArchitecturesList]
-    EphemeralStorage: Optional[EphemeralStorage]
-    SnapStart: Optional[SnapStart]
-    LoggingConfig: Optional[LoggingConfig]
+    Description: Description | None
+    Timeout: Timeout | None
+    MemorySize: MemorySize | None
+    Publish: Boolean | None
+    VpcConfig: VpcConfig | None
+    PackageType: PackageType | None
+    DeadLetterConfig: DeadLetterConfig | None
+    Environment: Environment | None
+    KMSKeyArn: KMSKeyArn | None
+    TracingConfig: TracingConfig | None
+    Tags: Tags | None
+    Layers: LayerList | None
+    FileSystemConfigs: FileSystemConfigList | None
+    ImageConfig: ImageConfig | None
+    CodeSigningConfigArn: CodeSigningConfigArn | None
+    Architectures: ArchitecturesList | None
+    EphemeralStorage: EphemeralStorage | None
+    SnapStart: SnapStart | None
+    LoggingConfig: LoggingConfig | None
 
 
 class CreateFunctionUrlConfigRequest(ServiceRequest):
     FunctionName: FunctionName
-    Qualifier: Optional[FunctionUrlQualifier]
+    Qualifier: FunctionUrlQualifier | None
     AuthType: FunctionUrlAuthType
-    Cors: Optional[Cors]
-    InvokeMode: Optional[InvokeMode]
+    Cors: Cors | None
+    InvokeMode: InvokeMode | None
 
 
 class CreateFunctionUrlConfigResponse(TypedDict, total=False):
     FunctionUrl: FunctionUrl
     FunctionArn: FunctionArn
     AuthType: FunctionUrlAuthType
-    Cors: Optional[Cors]
+    Cors: Cors | None
     CreationTime: Timestamp
-    InvokeMode: Optional[InvokeMode]
+    InvokeMode: InvokeMode | None
 
 
 class DeleteAliasRequest(ServiceRequest):
@@ -1064,17 +1065,17 @@ class DeleteFunctionConcurrencyRequest(ServiceRequest):
 
 class DeleteFunctionEventInvokeConfigRequest(ServiceRequest):
     FunctionName: FunctionName
-    Qualifier: Optional[Qualifier]
+    Qualifier: Qualifier | None
 
 
 class DeleteFunctionRequest(ServiceRequest):
     FunctionName: FunctionName
-    Qualifier: Optional[Qualifier]
+    Qualifier: Qualifier | None
 
 
 class DeleteFunctionUrlConfigRequest(ServiceRequest):
     FunctionName: FunctionName
-    Qualifier: Optional[FunctionUrlQualifier]
+    Qualifier: FunctionUrlQualifier | None
 
 
 class DeleteLayerVersionRequest(ServiceRequest):
@@ -1088,162 +1089,162 @@ class DeleteProvisionedConcurrencyConfigRequest(ServiceRequest):
 
 
 class EnvironmentError(TypedDict, total=False):
-    ErrorCode: Optional[String]
-    Message: Optional[SensitiveString]
+    ErrorCode: String | None
+    Message: SensitiveString | None
 
 
 class EnvironmentResponse(TypedDict, total=False):
-    Variables: Optional[EnvironmentVariables]
-    Error: Optional[EnvironmentError]
+    Variables: EnvironmentVariables | None
+    Error: EnvironmentError | None
 
 
 class FilterCriteriaError(TypedDict, total=False):
-    ErrorCode: Optional[FilterCriteriaErrorCode]
-    Message: Optional[FilterCriteriaErrorMessage]
+    ErrorCode: FilterCriteriaErrorCode | None
+    Message: FilterCriteriaErrorMessage | None
 
 
 class EventSourceMappingConfiguration(TypedDict, total=False):
-    UUID: Optional[String]
-    StartingPosition: Optional[EventSourcePosition]
-    StartingPositionTimestamp: Optional[Date]
-    BatchSize: Optional[BatchSize]
-    MaximumBatchingWindowInSeconds: Optional[MaximumBatchingWindowInSeconds]
-    ParallelizationFactor: Optional[ParallelizationFactor]
-    EventSourceArn: Optional[Arn]
-    FilterCriteria: Optional[FilterCriteria]
-    FunctionArn: Optional[FunctionArn]
-    LastModified: Optional[Date]
-    LastProcessingResult: Optional[String]
-    State: Optional[String]
-    StateTransitionReason: Optional[String]
-    DestinationConfig: Optional[DestinationConfig]
-    Topics: Optional[Topics]
-    Queues: Optional[Queues]
-    SourceAccessConfigurations: Optional[SourceAccessConfigurations]
-    SelfManagedEventSource: Optional[SelfManagedEventSource]
-    MaximumRecordAgeInSeconds: Optional[MaximumRecordAgeInSeconds]
-    BisectBatchOnFunctionError: Optional[BisectBatchOnFunctionError]
-    MaximumRetryAttempts: Optional[MaximumRetryAttemptsEventSourceMapping]
-    TumblingWindowInSeconds: Optional[TumblingWindowInSeconds]
-    FunctionResponseTypes: Optional[FunctionResponseTypeList]
-    AmazonManagedKafkaEventSourceConfig: Optional[AmazonManagedKafkaEventSourceConfig]
-    SelfManagedKafkaEventSourceConfig: Optional[SelfManagedKafkaEventSourceConfig]
-    ScalingConfig: Optional[ScalingConfig]
-    DocumentDBEventSourceConfig: Optional[DocumentDBEventSourceConfig]
-    KMSKeyArn: Optional[KMSKeyArn]
-    FilterCriteriaError: Optional[FilterCriteriaError]
-    EventSourceMappingArn: Optional[EventSourceMappingArn]
-    MetricsConfig: Optional[EventSourceMappingMetricsConfig]
-    ProvisionedPollerConfig: Optional[ProvisionedPollerConfig]
-
-
-EventSourceMappingsList = List[EventSourceMappingConfiguration]
-FunctionArnList = List[FunctionArn]
+    UUID: String | None
+    StartingPosition: EventSourcePosition | None
+    StartingPositionTimestamp: Date | None
+    BatchSize: BatchSize | None
+    MaximumBatchingWindowInSeconds: MaximumBatchingWindowInSeconds | None
+    ParallelizationFactor: ParallelizationFactor | None
+    EventSourceArn: Arn | None
+    FilterCriteria: FilterCriteria | None
+    FunctionArn: FunctionArn | None
+    LastModified: Date | None
+    LastProcessingResult: String | None
+    State: String | None
+    StateTransitionReason: String | None
+    DestinationConfig: DestinationConfig | None
+    Topics: Topics | None
+    Queues: Queues | None
+    SourceAccessConfigurations: SourceAccessConfigurations | None
+    SelfManagedEventSource: SelfManagedEventSource | None
+    MaximumRecordAgeInSeconds: MaximumRecordAgeInSeconds | None
+    BisectBatchOnFunctionError: BisectBatchOnFunctionError | None
+    MaximumRetryAttempts: MaximumRetryAttemptsEventSourceMapping | None
+    TumblingWindowInSeconds: TumblingWindowInSeconds | None
+    FunctionResponseTypes: FunctionResponseTypeList | None
+    AmazonManagedKafkaEventSourceConfig: AmazonManagedKafkaEventSourceConfig | None
+    SelfManagedKafkaEventSourceConfig: SelfManagedKafkaEventSourceConfig | None
+    ScalingConfig: ScalingConfig | None
+    DocumentDBEventSourceConfig: DocumentDBEventSourceConfig | None
+    KMSKeyArn: KMSKeyArn | None
+    FilterCriteriaError: FilterCriteriaError | None
+    EventSourceMappingArn: EventSourceMappingArn | None
+    MetricsConfig: EventSourceMappingMetricsConfig | None
+    ProvisionedPollerConfig: ProvisionedPollerConfig | None
+
+
+EventSourceMappingsList = list[EventSourceMappingConfiguration]
+FunctionArnList = list[FunctionArn]
 
 
 class FunctionCodeLocation(TypedDict, total=False):
-    RepositoryType: Optional[String]
-    Location: Optional[String]
-    ImageUri: Optional[String]
-    ResolvedImageUri: Optional[String]
-    SourceKMSKeyArn: Optional[String]
+    RepositoryType: String | None
+    Location: String | None
+    ImageUri: String | None
+    ResolvedImageUri: String | None
+    SourceKMSKeyArn: String | None
 
 
 class RuntimeVersionError(TypedDict, total=False):
-    ErrorCode: Optional[String]
-    Message: Optional[SensitiveString]
+    ErrorCode: String | None
+    Message: SensitiveString | None
 
 
 class RuntimeVersionConfig(TypedDict, total=False):
-    RuntimeVersionArn: Optional[RuntimeVersionArn]
-    Error: Optional[RuntimeVersionError]
+    RuntimeVersionArn: RuntimeVersionArn | None
+    Error: RuntimeVersionError | None
 
 
 class SnapStartResponse(TypedDict, total=False):
-    ApplyOn: Optional[SnapStartApplyOn]
-    OptimizationStatus: Optional[SnapStartOptimizationStatus]
+    ApplyOn: SnapStartApplyOn | None
+    OptimizationStatus: SnapStartOptimizationStatus | None
 
 
 class ImageConfigError(TypedDict, total=False):
-    ErrorCode: Optional[String]
-    Message: Optional[SensitiveString]
+    ErrorCode: String | None
+    Message: SensitiveString | None
 
 
 class ImageConfigResponse(TypedDict, total=False):
-    ImageConfig: Optional[ImageConfig]
-    Error: Optional[ImageConfigError]
+    ImageConfig: ImageConfig | None
+    Error: ImageConfigError | None
 
 
 class Layer(TypedDict, total=False):
-    Arn: Optional[LayerVersionArn]
-    CodeSize: Optional[Long]
-    SigningProfileVersionArn: Optional[Arn]
-    SigningJobArn: Optional[Arn]
+    Arn: LayerVersionArn | None
+    CodeSize: Long | None
+    SigningProfileVersionArn: Arn | None
+    SigningJobArn: Arn | None
 
 
-LayersReferenceList = List[Layer]
+LayersReferenceList = list[Layer]
 
 
 class TracingConfigResponse(TypedDict, total=False):
-    Mode: Optional[TracingMode]
+    Mode: TracingMode | None
 
 
 class VpcConfigResponse(TypedDict, total=False):
-    SubnetIds: Optional[SubnetIds]
-    SecurityGroupIds: Optional[SecurityGroupIds]
-    VpcId: Optional[VpcId]
-    Ipv6AllowedForDualStack: Optional[NullableBoolean]
+    SubnetIds: SubnetIds | None
+    SecurityGroupIds: SecurityGroupIds | None
+    VpcId: VpcId | None
+    Ipv6AllowedForDualStack: NullableBoolean | None
 
 
 class FunctionConfiguration(TypedDict, total=False):
-    FunctionName: Optional[NamespacedFunctionName]
-    FunctionArn: Optional[NameSpacedFunctionArn]
-    Runtime: Optional[Runtime]
-    Role: Optional[RoleArn]
-    Handler: Optional[Handler]
-    CodeSize: Optional[Long]
-    Description: Optional[Description]
-    Timeout: Optional[Timeout]
-    MemorySize: Optional[MemorySize]
-    LastModified: Optional[Timestamp]
-    CodeSha256: Optional[String]
-    Version: Optional[Version]
-    VpcConfig: Optional[VpcConfigResponse]
-    DeadLetterConfig: Optional[DeadLetterConfig]
-    Environment: Optional[EnvironmentResponse]
-    KMSKeyArn: Optional[KMSKeyArn]
-    TracingConfig: Optional[TracingConfigResponse]
-    MasterArn: Optional[FunctionArn]
-    RevisionId: Optional[String]
-    Layers: Optional[LayersReferenceList]
-    State: Optional[State]
-    StateReason: Optional[StateReason]
-    StateReasonCode: Optional[StateReasonCode]
-    LastUpdateStatus: Optional[LastUpdateStatus]
-    LastUpdateStatusReason: Optional[LastUpdateStatusReason]
-    LastUpdateStatusReasonCode: Optional[LastUpdateStatusReasonCode]
-    FileSystemConfigs: Optional[FileSystemConfigList]
-    PackageType: Optional[PackageType]
-    ImageConfigResponse: Optional[ImageConfigResponse]
-    SigningProfileVersionArn: Optional[Arn]
-    SigningJobArn: Optional[Arn]
-    Architectures: Optional[ArchitecturesList]
-    EphemeralStorage: Optional[EphemeralStorage]
-    SnapStart: Optional[SnapStartResponse]
-    RuntimeVersionConfig: Optional[RuntimeVersionConfig]
-    LoggingConfig: Optional[LoggingConfig]
+    FunctionName: NamespacedFunctionName | None
+    FunctionArn: NameSpacedFunctionArn | None
+    Runtime: Runtime | None
+    Role: RoleArn | None
+    Handler: Handler | None
+    CodeSize: Long | None
+    Description: Description | None
+    Timeout: Timeout | None
+    MemorySize: MemorySize | None
+    LastModified: Timestamp | None
+    CodeSha256: String | None
+    Version: Version | None
+    VpcConfig: VpcConfigResponse | None
+    DeadLetterConfig: DeadLetterConfig | None
+    Environment: EnvironmentResponse | None
+    KMSKeyArn: KMSKeyArn | None
+    TracingConfig: TracingConfigResponse | None
+    MasterArn: FunctionArn | None
+    RevisionId: String | None
+    Layers: LayersReferenceList | None
+    State: State | None
+    StateReason: StateReason | None
+    StateReasonCode: StateReasonCode | None
+    LastUpdateStatus: LastUpdateStatus | None
+    LastUpdateStatusReason: LastUpdateStatusReason | None
+    LastUpdateStatusReasonCode: LastUpdateStatusReasonCode | None
+    FileSystemConfigs: FileSystemConfigList | None
+    PackageType: PackageType | None
+    ImageConfigResponse: ImageConfigResponse | None
+    SigningProfileVersionArn: Arn | None
+    SigningJobArn: Arn | None
+    Architectures: ArchitecturesList | None
+    EphemeralStorage: EphemeralStorage | None
+    SnapStart: SnapStartResponse | None
+    RuntimeVersionConfig: RuntimeVersionConfig | None
+    LoggingConfig: LoggingConfig | None
 
 
 class FunctionEventInvokeConfig(TypedDict, total=False):
-    LastModified: Optional[Date]
-    FunctionArn: Optional[FunctionArn]
-    MaximumRetryAttempts: Optional[MaximumRetryAttempts]
-    MaximumEventAgeInSeconds: Optional[MaximumEventAgeInSeconds]
-    DestinationConfig: Optional[DestinationConfig]
+    LastModified: Date | None
+    FunctionArn: FunctionArn | None
+    MaximumRetryAttempts: MaximumRetryAttempts | None
+    MaximumEventAgeInSeconds: MaximumEventAgeInSeconds | None
+    DestinationConfig: DestinationConfig | None
 
 
-FunctionEventInvokeConfigList = List[FunctionEventInvokeConfig]
-FunctionList = List[FunctionConfiguration]
+FunctionEventInvokeConfigList = list[FunctionEventInvokeConfig]
+FunctionList = list[FunctionConfiguration]
 
 
 class FunctionUrlConfig(TypedDict, total=False):
@@ -1251,12 +1252,12 @@ class FunctionUrlConfig(TypedDict, total=False):
     FunctionArn: FunctionArn
     CreationTime: Timestamp
     LastModifiedTime: Timestamp
-    Cors: Optional[Cors]
+    Cors: Cors | None
     AuthType: FunctionUrlAuthType
-    InvokeMode: Optional[InvokeMode]
+    InvokeMode: InvokeMode | None
 
 
-FunctionUrlConfigList = List[FunctionUrlConfig]
+FunctionUrlConfigList = list[FunctionUrlConfig]
 
 
 class GetAccountSettingsRequest(ServiceRequest):
@@ -1264,8 +1265,8 @@ class GetAccountSettingsRequest(ServiceRequest):
 
 
 class GetAccountSettingsResponse(TypedDict, total=False):
-    AccountLimit: Optional[AccountLimit]
-    AccountUsage: Optional[AccountUsage]
+    AccountLimit: AccountLimit | None
+    AccountUsage: AccountUsage | None
 
 
 class GetAliasRequest(ServiceRequest):
@@ -1299,17 +1300,17 @@ class GetFunctionConcurrencyRequest(ServiceRequest):
 
 
 class GetFunctionConcurrencyResponse(TypedDict, total=False):
-    ReservedConcurrentExecutions: Optional[ReservedConcurrentExecutions]
+    ReservedConcurrentExecutions: ReservedConcurrentExecutions | None
 
 
 class GetFunctionConfigurationRequest(ServiceRequest):
     FunctionName: NamespacedFunctionName
-    Qualifier: Optional[Qualifier]
+    Qualifier: Qualifier | None
 
 
 class GetFunctionEventInvokeConfigRequest(ServiceRequest):
     FunctionName: FunctionName
-    Qualifier: Optional[Qualifier]
+    Qualifier: Qualifier | None
 
 
 class GetFunctionRecursionConfigRequest(ServiceRequest):
@@ -1317,12 +1318,12 @@ class GetFunctionRecursionConfigRequest(ServiceRequest):
 
 
 class GetFunctionRecursionConfigResponse(TypedDict, total=False):
-    RecursiveLoop: Optional[RecursiveLoop]
+    RecursiveLoop: RecursiveLoop | None
 
 
 class GetFunctionRequest(ServiceRequest):
     FunctionName: NamespacedFunctionName
-    Qualifier: Optional[Qualifier]
+    Qualifier: Qualifier | None
 
 
 class TagsError(TypedDict, total=False):
@@ -1331,26 +1332,26 @@ class TagsError(TypedDict, total=False):
 
 
 class GetFunctionResponse(TypedDict, total=False):
-    Configuration: Optional[FunctionConfiguration]
-    Code: Optional[FunctionCodeLocation]
-    Tags: Optional[Tags]
-    TagsError: Optional[TagsError]
-    Concurrency: Optional[Concurrency]
+    Configuration: FunctionConfiguration | None
+    Code: FunctionCodeLocation | None
+    Tags: Tags | None
+    TagsError: TagsError | None
+    Concurrency: Concurrency | None
 
 
 class GetFunctionUrlConfigRequest(ServiceRequest):
     FunctionName: FunctionName
-    Qualifier: Optional[FunctionUrlQualifier]
+    Qualifier: FunctionUrlQualifier | None
 
 
 class GetFunctionUrlConfigResponse(TypedDict, total=False):
     FunctionUrl: FunctionUrl
     FunctionArn: FunctionArn
     AuthType: FunctionUrlAuthType
-    Cors: Optional[Cors]
+    Cors: Cors | None
     CreationTime: Timestamp
     LastModifiedTime: Timestamp
-    InvokeMode: Optional[InvokeMode]
+    InvokeMode: InvokeMode | None
 
 
 class GetLayerVersionByArnRequest(ServiceRequest):
@@ -1363,8 +1364,8 @@ class GetLayerVersionPolicyRequest(ServiceRequest):
 
 
 class GetLayerVersionPolicyResponse(TypedDict, total=False):
-    Policy: Optional[String]
-    RevisionId: Optional[String]
+    Policy: String | None
+    RevisionId: String | None
 
 
 class GetLayerVersionRequest(ServiceRequest):
@@ -1373,33 +1374,33 @@ class GetLayerVersionRequest(ServiceRequest):
 
 
 class LayerVersionContentOutput(TypedDict, total=False):
-    Location: Optional[String]
-    CodeSha256: Optional[String]
-    CodeSize: Optional[Long]
-    SigningProfileVersionArn: Optional[String]
-    SigningJobArn: Optional[String]
+    Location: String | None
+    CodeSha256: String | None
+    CodeSize: Long | None
+    SigningProfileVersionArn: String | None
+    SigningJobArn: String | None
 
 
 class GetLayerVersionResponse(TypedDict, total=False):
-    Content: Optional[LayerVersionContentOutput]
-    LayerArn: Optional[LayerArn]
-    LayerVersionArn: Optional[LayerVersionArn]
-    Description: Optional[Description]
-    CreatedDate: Optional[Timestamp]
-    Version: Optional[LayerVersionNumber]
-    CompatibleRuntimes: Optional[CompatibleRuntimes]
-    LicenseInfo: Optional[LicenseInfo]
-    CompatibleArchitectures: Optional[CompatibleArchitectures]
+    Content: LayerVersionContentOutput | None
+    LayerArn: LayerArn | None
+    LayerVersionArn: LayerVersionArn | None
+    Description: Description | None
+    CreatedDate: Timestamp | None
+    Version: LayerVersionNumber | None
+    CompatibleRuntimes: CompatibleRuntimes | None
+    LicenseInfo: LicenseInfo | None
+    CompatibleArchitectures: CompatibleArchitectures | None
 
 
 class GetPolicyRequest(ServiceRequest):
     FunctionName: NamespacedFunctionName
-    Qualifier: Optional[Qualifier]
+    Qualifier: Qualifier | None
 
 
 class GetPolicyResponse(TypedDict, total=False):
-    Policy: Optional[String]
-    RevisionId: Optional[String]
+    Policy: String | None
+    RevisionId: String | None
 
 
 class GetProvisionedConcurrencyConfigRequest(ServiceRequest):
@@ -1408,40 +1409,40 @@ class GetProvisionedConcurrencyConfigRequest(ServiceRequest):
 
 
 class GetProvisionedConcurrencyConfigResponse(TypedDict, total=False):
-    RequestedProvisionedConcurrentExecutions: Optional[PositiveInteger]
-    AvailableProvisionedConcurrentExecutions: Optional[NonNegativeInteger]
-    AllocatedProvisionedConcurrentExecutions: Optional[NonNegativeInteger]
-    Status: Optional[ProvisionedConcurrencyStatusEnum]
-    StatusReason: Optional[String]
-    LastModified: Optional[Timestamp]
+    RequestedProvisionedConcurrentExecutions: PositiveInteger | None
+    AvailableProvisionedConcurrentExecutions: NonNegativeInteger | None
+    AllocatedProvisionedConcurrentExecutions: NonNegativeInteger | None
+    Status: ProvisionedConcurrencyStatusEnum | None
+    StatusReason: String | None
+    LastModified: Timestamp | None
 
 
 class GetRuntimeManagementConfigRequest(ServiceRequest):
     FunctionName: NamespacedFunctionName
-    Qualifier: Optional[Qualifier]
+    Qualifier: Qualifier | None
 
 
 class GetRuntimeManagementConfigResponse(TypedDict, total=False):
-    UpdateRuntimeOn: Optional[UpdateRuntimeOn]
-    RuntimeVersionArn: Optional[RuntimeVersionArn]
-    FunctionArn: Optional[NameSpacedFunctionArn]
+    UpdateRuntimeOn: UpdateRuntimeOn | None
+    RuntimeVersionArn: RuntimeVersionArn | None
+    FunctionArn: NameSpacedFunctionArn | None
 
 
 class InvocationRequest(ServiceRequest):
-    Payload: Optional[IO[Blob]]
+    Payload: IO[Blob] | None
     FunctionName: NamespacedFunctionName
-    InvocationType: Optional[InvocationType]
-    LogType: Optional[LogType]
-    ClientContext: Optional[String]
-    Qualifier: Optional[Qualifier]
+    InvocationType: InvocationType | None
+    LogType: LogType | None
+    ClientContext: String | None
+    Qualifier: Qualifier | None
 
 
 class InvocationResponse(TypedDict, total=False):
-    Payload: Optional[Union[Blob, IO[Blob], Iterable[Blob]]]
-    StatusCode: Optional[Integer]
-    FunctionError: Optional[String]
-    LogResult: Optional[String]
-    ExecutedVersion: Optional[Version]
+    Payload: Blob | IO[Blob] | Iterable[Blob] | None
+    StatusCode: Integer | None
+    FunctionError: String | None
+    LogResult: String | None
+    ExecutedVersion: Version | None
 
 
 class InvokeAsyncRequest(ServiceRequest):
@@ -1450,195 +1451,195 @@ class InvokeAsyncRequest(ServiceRequest):
 
 
 class InvokeAsyncResponse(TypedDict, total=False):
-    Status: Optional[HttpStatus]
+    Status: HttpStatus | None
 
 
 class InvokeResponseStreamUpdate(TypedDict, total=False):
-    Payload: Optional[Blob]
+    Payload: Blob | None
 
 
 class InvokeWithResponseStreamCompleteEvent(TypedDict, total=False):
-    ErrorCode: Optional[String]
-    ErrorDetails: Optional[String]
-    LogResult: Optional[String]
+    ErrorCode: String | None
+    ErrorDetails: String | None
+    LogResult: String | None
 
 
 class InvokeWithResponseStreamRequest(ServiceRequest):
-    Payload: Optional[IO[Blob]]
+    Payload: IO[Blob] | None
     FunctionName: NamespacedFunctionName
-    InvocationType: Optional[ResponseStreamingInvocationType]
-    LogType: Optional[LogType]
-    ClientContext: Optional[String]
-    Qualifier: Optional[Qualifier]
+    InvocationType: ResponseStreamingInvocationType | None
+    LogType: LogType | None
+    ClientContext: String | None
+    Qualifier: Qualifier | None
 
 
 class InvokeWithResponseStreamResponseEvent(TypedDict, total=False):
-    PayloadChunk: Optional[InvokeResponseStreamUpdate]
-    InvokeComplete: Optional[InvokeWithResponseStreamCompleteEvent]
+    PayloadChunk: InvokeResponseStreamUpdate | None
+    InvokeComplete: InvokeWithResponseStreamCompleteEvent | None
 
 
 class InvokeWithResponseStreamResponse(TypedDict, total=False):
-    StatusCode: Optional[Integer]
-    ExecutedVersion: Optional[Version]
+    StatusCode: Integer | None
+    ExecutedVersion: Version | None
     EventStream: Iterator[InvokeWithResponseStreamResponseEvent]
-    ResponseStreamContentType: Optional[String]
+    ResponseStreamContentType: String | None
 
 
 class LayerVersionContentInput(TypedDict, total=False):
-    S3Bucket: Optional[S3Bucket]
-    S3Key: Optional[S3Key]
-    S3ObjectVersion: Optional[S3ObjectVersion]
-    ZipFile: Optional[Blob]
+    S3Bucket: S3Bucket | None
+    S3Key: S3Key | None
+    S3ObjectVersion: S3ObjectVersion | None
+    ZipFile: Blob | None
 
 
 class LayerVersionsListItem(TypedDict, total=False):
-    LayerVersionArn: Optional[LayerVersionArn]
-    Version: Optional[LayerVersionNumber]
-    Description: Optional[Description]
-    CreatedDate: Optional[Timestamp]
-    CompatibleRuntimes: Optional[CompatibleRuntimes]
-    LicenseInfo: Optional[LicenseInfo]
-    CompatibleArchitectures: Optional[CompatibleArchitectures]
+    LayerVersionArn: LayerVersionArn | None
+    Version: LayerVersionNumber | None
+    Description: Description | None
+    CreatedDate: Timestamp | None
+    CompatibleRuntimes: CompatibleRuntimes | None
+    LicenseInfo: LicenseInfo | None
+    CompatibleArchitectures: CompatibleArchitectures | None
 
 
-LayerVersionsList = List[LayerVersionsListItem]
+LayerVersionsList = list[LayerVersionsListItem]
 
 
 class LayersListItem(TypedDict, total=False):
-    LayerName: Optional[LayerName]
-    LayerArn: Optional[LayerArn]
-    LatestMatchingVersion: Optional[LayerVersionsListItem]
+    LayerName: LayerName | None
+    LayerArn: LayerArn | None
+    LatestMatchingVersion: LayerVersionsListItem | None
 
 
-LayersList = List[LayersListItem]
+LayersList = list[LayersListItem]
 
 
 class ListAliasesRequest(ServiceRequest):
     FunctionName: FunctionName
-    FunctionVersion: Optional[Version]
-    Marker: Optional[String]
-    MaxItems: Optional[MaxListItems]
+    FunctionVersion: Version | None
+    Marker: String | None
+    MaxItems: MaxListItems | None
 
 
 class ListAliasesResponse(TypedDict, total=False):
-    NextMarker: Optional[String]
-    Aliases: Optional[AliasList]
+    NextMarker: String | None
+    Aliases: AliasList | None
 
 
 class ListCodeSigningConfigsRequest(ServiceRequest):
-    Marker: Optional[String]
-    MaxItems: Optional[MaxListItems]
+    Marker: String | None
+    MaxItems: MaxListItems | None
 
 
 class ListCodeSigningConfigsResponse(TypedDict, total=False):
-    NextMarker: Optional[String]
-    CodeSigningConfigs: Optional[CodeSigningConfigList]
+    NextMarker: String | None
+    CodeSigningConfigs: CodeSigningConfigList | None
 
 
 class ListEventSourceMappingsRequest(ServiceRequest):
-    EventSourceArn: Optional[Arn]
-    FunctionName: Optional[FunctionName]
-    Marker: Optional[String]
-    MaxItems: Optional[MaxListItems]
+    EventSourceArn: Arn | None
+    FunctionName: FunctionName | None
+    Marker: String | None
+    MaxItems: MaxListItems | None
 
 
 class ListEventSourceMappingsResponse(TypedDict, total=False):
-    NextMarker: Optional[String]
-    EventSourceMappings: Optional[EventSourceMappingsList]
+    NextMarker: String | None
+    EventSourceMappings: EventSourceMappingsList | None
 
 
 class ListFunctionEventInvokeConfigsRequest(ServiceRequest):
     FunctionName: FunctionName
-    Marker: Optional[String]
-    MaxItems: Optional[MaxFunctionEventInvokeConfigListItems]
+    Marker: String | None
+    MaxItems: MaxFunctionEventInvokeConfigListItems | None
 
 
 class ListFunctionEventInvokeConfigsResponse(TypedDict, total=False):
-    FunctionEventInvokeConfigs: Optional[FunctionEventInvokeConfigList]
-    NextMarker: Optional[String]
+    FunctionEventInvokeConfigs: FunctionEventInvokeConfigList | None
+    NextMarker: String | None
 
 
 class ListFunctionUrlConfigsRequest(ServiceRequest):
     FunctionName: FunctionName
-    Marker: Optional[String]
-    MaxItems: Optional[MaxItems]
+    Marker: String | None
+    MaxItems: MaxItems | None
 
 
 class ListFunctionUrlConfigsResponse(TypedDict, total=False):
     FunctionUrlConfigs: FunctionUrlConfigList
-    NextMarker: Optional[String]
+    NextMarker: String | None
 
 
 class ListFunctionsByCodeSigningConfigRequest(ServiceRequest):
     CodeSigningConfigArn: CodeSigningConfigArn
-    Marker: Optional[String]
-    MaxItems: Optional[MaxListItems]
+    Marker: String | None
+    MaxItems: MaxListItems | None
 
 
 class ListFunctionsByCodeSigningConfigResponse(TypedDict, total=False):
-    NextMarker: Optional[String]
-    FunctionArns: Optional[FunctionArnList]
+    NextMarker: String | None
+    FunctionArns: FunctionArnList | None
 
 
 class ListFunctionsRequest(ServiceRequest):
-    MasterRegion: Optional[MasterRegion]
-    FunctionVersion: Optional[FunctionVersion]
-    Marker: Optional[String]
-    MaxItems: Optional[MaxListItems]
+    MasterRegion: MasterRegion | None
+    FunctionVersion: FunctionVersion | None
+    Marker: String | None
+    MaxItems: MaxListItems | None
 
 
 class ListFunctionsResponse(TypedDict, total=False):
-    NextMarker: Optional[String]
-    Functions: Optional[FunctionList]
+    NextMarker: String | None
+    Functions: FunctionList | None
 
 
 class ListLayerVersionsRequest(ServiceRequest):
-    CompatibleRuntime: Optional[Runtime]
+    CompatibleRuntime: Runtime | None
     LayerName: LayerName
-    Marker: Optional[String]
-    MaxItems: Optional[MaxLayerListItems]
-    CompatibleArchitecture: Optional[Architecture]
+    Marker: String | None
+    MaxItems: MaxLayerListItems | None
+    CompatibleArchitecture: Architecture | None
 
 
 class ListLayerVersionsResponse(TypedDict, total=False):
-    NextMarker: Optional[String]
-    LayerVersions: Optional[LayerVersionsList]
+    NextMarker: String | None
+    LayerVersions: LayerVersionsList | None
 
 
 class ListLayersRequest(ServiceRequest):
-    CompatibleRuntime: Optional[Runtime]
-    Marker: Optional[String]
-    MaxItems: Optional[MaxLayerListItems]
-    CompatibleArchitecture: Optional[Architecture]
+    CompatibleRuntime: Runtime | None
+    Marker: String | None
+    MaxItems: MaxLayerListItems | None
+    CompatibleArchitecture: Architecture | None
 
 
 class ListLayersResponse(TypedDict, total=False):
-    NextMarker: Optional[String]
-    Layers: Optional[LayersList]
+    NextMarker: String | None
+    Layers: LayersList | None
 
 
 class ListProvisionedConcurrencyConfigsRequest(ServiceRequest):
     FunctionName: FunctionName
-    Marker: Optional[String]
-    MaxItems: Optional[MaxProvisionedConcurrencyConfigListItems]
+    Marker: String | None
+    MaxItems: MaxProvisionedConcurrencyConfigListItems | None
 
 
 class ProvisionedConcurrencyConfigListItem(TypedDict, total=False):
-    FunctionArn: Optional[FunctionArn]
-    RequestedProvisionedConcurrentExecutions: Optional[PositiveInteger]
-    AvailableProvisionedConcurrentExecutions: Optional[NonNegativeInteger]
-    AllocatedProvisionedConcurrentExecutions: Optional[NonNegativeInteger]
-    Status: Optional[ProvisionedConcurrencyStatusEnum]
-    StatusReason: Optional[String]
-    LastModified: Optional[Timestamp]
+    FunctionArn: FunctionArn | None
+    RequestedProvisionedConcurrentExecutions: PositiveInteger | None
+    AvailableProvisionedConcurrentExecutions: NonNegativeInteger | None
+    AllocatedProvisionedConcurrentExecutions: NonNegativeInteger | None
+    Status: ProvisionedConcurrencyStatusEnum | None
+    StatusReason: String | None
+    LastModified: Timestamp | None
 
 
-ProvisionedConcurrencyConfigList = List[ProvisionedConcurrencyConfigListItem]
+ProvisionedConcurrencyConfigList = list[ProvisionedConcurrencyConfigListItem]
 
 
 class ListProvisionedConcurrencyConfigsResponse(TypedDict, total=False):
-    ProvisionedConcurrencyConfigs: Optional[ProvisionedConcurrencyConfigList]
-    NextMarker: Optional[String]
+    ProvisionedConcurrencyConfigs: ProvisionedConcurrencyConfigList | None
+    NextMarker: String | None
 
 
 class ListTagsRequest(ServiceRequest):
@@ -1646,46 +1647,46 @@ class ListTagsRequest(ServiceRequest):
 
 
 class ListTagsResponse(TypedDict, total=False):
-    Tags: Optional[Tags]
+    Tags: Tags | None
 
 
 class ListVersionsByFunctionRequest(ServiceRequest):
     FunctionName: NamespacedFunctionName
-    Marker: Optional[String]
-    MaxItems: Optional[MaxListItems]
+    Marker: String | None
+    MaxItems: MaxListItems | None
 
 
 class ListVersionsByFunctionResponse(TypedDict, total=False):
-    NextMarker: Optional[String]
-    Versions: Optional[FunctionList]
+    NextMarker: String | None
+    Versions: FunctionList | None
 
 
 class PublishLayerVersionRequest(ServiceRequest):
     LayerName: LayerName
-    Description: Optional[Description]
+    Description: Description | None
     Content: LayerVersionContentInput
-    CompatibleRuntimes: Optional[CompatibleRuntimes]
-    LicenseInfo: Optional[LicenseInfo]
-    CompatibleArchitectures: Optional[CompatibleArchitectures]
+    CompatibleRuntimes: CompatibleRuntimes | None
+    LicenseInfo: LicenseInfo | None
+    CompatibleArchitectures: CompatibleArchitectures | None
 
 
 class PublishLayerVersionResponse(TypedDict, total=False):
-    Content: Optional[LayerVersionContentOutput]
-    LayerArn: Optional[LayerArn]
-    LayerVersionArn: Optional[LayerVersionArn]
-    Description: Optional[Description]
-    CreatedDate: Optional[Timestamp]
-    Version: Optional[LayerVersionNumber]
-    CompatibleRuntimes: Optional[CompatibleRuntimes]
-    LicenseInfo: Optional[LicenseInfo]
-    CompatibleArchitectures: Optional[CompatibleArchitectures]
+    Content: LayerVersionContentOutput | None
+    LayerArn: LayerArn | None
+    LayerVersionArn: LayerVersionArn | None
+    Description: Description | None
+    CreatedDate: Timestamp | None
+    Version: LayerVersionNumber | None
+    CompatibleRuntimes: CompatibleRuntimes | None
+    LicenseInfo: LicenseInfo | None
+    CompatibleArchitectures: CompatibleArchitectures | None
 
 
 class PublishVersionRequest(ServiceRequest):
     FunctionName: FunctionName
-    CodeSha256: Optional[String]
-    Description: Optional[Description]
-    RevisionId: Optional[String]
+    CodeSha256: String | None
+    Description: Description | None
+    RevisionId: String | None
 
 
 class PutFunctionCodeSigningConfigRequest(ServiceRequest):
@@ -1705,10 +1706,10 @@ class PutFunctionConcurrencyRequest(ServiceRequest):
 
 class PutFunctionEventInvokeConfigRequest(ServiceRequest):
     FunctionName: FunctionName
-    Qualifier: Optional[Qualifier]
-    MaximumRetryAttempts: Optional[MaximumRetryAttempts]
-    MaximumEventAgeInSeconds: Optional[MaximumEventAgeInSeconds]
-    DestinationConfig: Optional[DestinationConfig]
+    Qualifier: Qualifier | None
+    MaximumRetryAttempts: MaximumRetryAttempts | None
+    MaximumEventAgeInSeconds: MaximumEventAgeInSeconds | None
+    DestinationConfig: DestinationConfig | None
 
 
 class PutFunctionRecursionConfigRequest(ServiceRequest):
@@ -1717,7 +1718,7 @@ class PutFunctionRecursionConfigRequest(ServiceRequest):
 
 
 class PutFunctionRecursionConfigResponse(TypedDict, total=False):
-    RecursiveLoop: Optional[RecursiveLoop]
+    RecursiveLoop: RecursiveLoop | None
 
 
 class PutProvisionedConcurrencyConfigRequest(ServiceRequest):
@@ -1727,42 +1728,42 @@ class PutProvisionedConcurrencyConfigRequest(ServiceRequest):
 
 
 class PutProvisionedConcurrencyConfigResponse(TypedDict, total=False):
-    RequestedProvisionedConcurrentExecutions: Optional[PositiveInteger]
-    AvailableProvisionedConcurrentExecutions: Optional[NonNegativeInteger]
-    AllocatedProvisionedConcurrentExecutions: Optional[NonNegativeInteger]
-    Status: Optional[ProvisionedConcurrencyStatusEnum]
-    StatusReason: Optional[String]
-    LastModified: Optional[Timestamp]
+    RequestedProvisionedConcurrentExecutions: PositiveInteger | None
+    AvailableProvisionedConcurrentExecutions: NonNegativeInteger | None
+    AllocatedProvisionedConcurrentExecutions: NonNegativeInteger | None
+    Status: ProvisionedConcurrencyStatusEnum | None
+    StatusReason: String | None
+    LastModified: Timestamp | None
 
 
 class PutRuntimeManagementConfigRequest(ServiceRequest):
     FunctionName: FunctionName
-    Qualifier: Optional[Qualifier]
+    Qualifier: Qualifier | None
     UpdateRuntimeOn: UpdateRuntimeOn
-    RuntimeVersionArn: Optional[RuntimeVersionArn]
+    RuntimeVersionArn: RuntimeVersionArn | None
 
 
 class PutRuntimeManagementConfigResponse(TypedDict, total=False):
     UpdateRuntimeOn: UpdateRuntimeOn
     FunctionArn: FunctionArn
-    RuntimeVersionArn: Optional[RuntimeVersionArn]
+    RuntimeVersionArn: RuntimeVersionArn | None
 
 
 class RemoveLayerVersionPermissionRequest(ServiceRequest):
     LayerName: LayerName
     VersionNumber: LayerVersionNumber
     StatementId: StatementId
-    RevisionId: Optional[String]
+    RevisionId: String | None
 
 
 class RemovePermissionRequest(ServiceRequest):
     FunctionName: FunctionName
     StatementId: NamespacedStatementId
-    Qualifier: Optional[Qualifier]
-    RevisionId: Optional[String]
+    Qualifier: Qualifier | None
+    RevisionId: String | None
 
 
-TagKeyList = List[TagKey]
+TagKeyList = list[TagKey]
 
 
 class TagResourceRequest(ServiceRequest):
@@ -1778,17 +1779,17 @@ class UntagResourceRequest(ServiceRequest):
 class UpdateAliasRequest(ServiceRequest):
     FunctionName: FunctionName
     Name: Alias
-    FunctionVersion: Optional[Version]
-    Description: Optional[Description]
-    RoutingConfig: Optional[AliasRoutingConfiguration]
-    RevisionId: Optional[String]
+    FunctionVersion: Version | None
+    Description: Description | None
+    RoutingConfig: AliasRoutingConfiguration | None
+    RevisionId: String | None
 
 
 class UpdateCodeSigningConfigRequest(ServiceRequest):
     CodeSigningConfigArn: CodeSigningConfigArn
-    Description: Optional[Description]
-    AllowedPublishers: Optional[AllowedPublishers]
-    CodeSigningPolicies: Optional[CodeSigningPolicies]
+    Description: Description | None
+    AllowedPublishers: AllowedPublishers | None
+    CodeSigningPolicies: CodeSigningPolicies | None
 
 
 class UpdateCodeSigningConfigResponse(TypedDict, total=False):
@@ -1797,93 +1798,93 @@ class UpdateCodeSigningConfigResponse(TypedDict, total=False):
 
 class UpdateEventSourceMappingRequest(ServiceRequest):
     UUID: String
-    FunctionName: Optional[FunctionName]
-    Enabled: Optional[Enabled]
-    BatchSize: Optional[BatchSize]
-    FilterCriteria: Optional[FilterCriteria]
-    MaximumBatchingWindowInSeconds: Optional[MaximumBatchingWindowInSeconds]
-    DestinationConfig: Optional[DestinationConfig]
-    MaximumRecordAgeInSeconds: Optional[MaximumRecordAgeInSeconds]
-    BisectBatchOnFunctionError: Optional[BisectBatchOnFunctionError]
-    MaximumRetryAttempts: Optional[MaximumRetryAttemptsEventSourceMapping]
-    ParallelizationFactor: Optional[ParallelizationFactor]
-    SourceAccessConfigurations: Optional[SourceAccessConfigurations]
-    TumblingWindowInSeconds: Optional[TumblingWindowInSeconds]
-    FunctionResponseTypes: Optional[FunctionResponseTypeList]
-    ScalingConfig: Optional[ScalingConfig]
-    AmazonManagedKafkaEventSourceConfig: Optional[AmazonManagedKafkaEventSourceConfig]
-    SelfManagedKafkaEventSourceConfig: Optional[SelfManagedKafkaEventSourceConfig]
-    DocumentDBEventSourceConfig: Optional[DocumentDBEventSourceConfig]
-    KMSKeyArn: Optional[KMSKeyArn]
-    MetricsConfig: Optional[EventSourceMappingMetricsConfig]
-    ProvisionedPollerConfig: Optional[ProvisionedPollerConfig]
+    FunctionName: FunctionName | None
+    Enabled: Enabled | None
+    BatchSize: BatchSize | None
+    FilterCriteria: FilterCriteria | None
+    MaximumBatchingWindowInSeconds: MaximumBatchingWindowInSeconds | None
+    DestinationConfig: DestinationConfig | None
+    MaximumRecordAgeInSeconds: MaximumRecordAgeInSeconds | None
+    BisectBatchOnFunctionError: BisectBatchOnFunctionError | None
+    MaximumRetryAttempts: MaximumRetryAttemptsEventSourceMapping | None
+    ParallelizationFactor: ParallelizationFactor | None
+    SourceAccessConfigurations: SourceAccessConfigurations | None
+    TumblingWindowInSeconds: TumblingWindowInSeconds | None
+    FunctionResponseTypes: FunctionResponseTypeList | None
+    ScalingConfig: ScalingConfig | None
+    AmazonManagedKafkaEventSourceConfig: AmazonManagedKafkaEventSourceConfig | None
+    SelfManagedKafkaEventSourceConfig: SelfManagedKafkaEventSourceConfig | None
+    DocumentDBEventSourceConfig: DocumentDBEventSourceConfig | None
+    KMSKeyArn: KMSKeyArn | None
+    MetricsConfig: EventSourceMappingMetricsConfig | None
+    ProvisionedPollerConfig: ProvisionedPollerConfig | None
 
 
 class UpdateFunctionCodeRequest(ServiceRequest):
     FunctionName: FunctionName
-    ZipFile: Optional[Blob]
-    S3Bucket: Optional[S3Bucket]
-    S3Key: Optional[S3Key]
-    S3ObjectVersion: Optional[S3ObjectVersion]
-    ImageUri: Optional[String]
-    Publish: Optional[Boolean]
-    DryRun: Optional[Boolean]
-    RevisionId: Optional[String]
-    Architectures: Optional[ArchitecturesList]
-    SourceKMSKeyArn: Optional[KMSKeyArn]
+    ZipFile: Blob | None
+    S3Bucket: S3Bucket | None
+    S3Key: S3Key | None
+    S3ObjectVersion: S3ObjectVersion | None
+    ImageUri: String | None
+    Publish: Boolean | None
+    DryRun: Boolean | None
+    RevisionId: String | None
+    Architectures: ArchitecturesList | None
+    SourceKMSKeyArn: KMSKeyArn | None
 
 
 class UpdateFunctionConfigurationRequest(ServiceRequest):
     FunctionName: FunctionName
-    Role: Optional[RoleArn]
-    Handler: Optional[Handler]
-    Description: Optional[Description]
-    Timeout: Optional[Timeout]
-    MemorySize: Optional[MemorySize]
-    VpcConfig: Optional[VpcConfig]
-    Environment: Optional[Environment]
-    Runtime: Optional[Runtime]
-    DeadLetterConfig: Optional[DeadLetterConfig]
-    KMSKeyArn: Optional[KMSKeyArn]
-    TracingConfig: Optional[TracingConfig]
-    RevisionId: Optional[String]
-    Layers: Optional[LayerList]
-    FileSystemConfigs: Optional[FileSystemConfigList]
-    ImageConfig: Optional[ImageConfig]
-    EphemeralStorage: Optional[EphemeralStorage]
-    SnapStart: Optional[SnapStart]
-    LoggingConfig: Optional[LoggingConfig]
+    Role: RoleArn | None
+    Handler: Handler | None
+    Description: Description | None
+    Timeout: Timeout | None
+    MemorySize: MemorySize | None
+    VpcConfig: VpcConfig | None
+    Environment: Environment | None
+    Runtime: Runtime | None
+    DeadLetterConfig: DeadLetterConfig | None
+    KMSKeyArn: KMSKeyArn | None
+    TracingConfig: TracingConfig | None
+    RevisionId: String | None
+    Layers: LayerList | None
+    FileSystemConfigs: FileSystemConfigList | None
+    ImageConfig: ImageConfig | None
+    EphemeralStorage: EphemeralStorage | None
+    SnapStart: SnapStart | None
+    LoggingConfig: LoggingConfig | None
 
 
 class UpdateFunctionEventInvokeConfigRequest(ServiceRequest):
     FunctionName: FunctionName
-    Qualifier: Optional[Qualifier]
-    MaximumRetryAttempts: Optional[MaximumRetryAttempts]
-    MaximumEventAgeInSeconds: Optional[MaximumEventAgeInSeconds]
-    DestinationConfig: Optional[DestinationConfig]
+    Qualifier: Qualifier | None
+    MaximumRetryAttempts: MaximumRetryAttempts | None
+    MaximumEventAgeInSeconds: MaximumEventAgeInSeconds | None
+    DestinationConfig: DestinationConfig | None
 
 
 class UpdateFunctionUrlConfigRequest(ServiceRequest):
     FunctionName: FunctionName
-    Qualifier: Optional[FunctionUrlQualifier]
-    AuthType: Optional[FunctionUrlAuthType]
-    Cors: Optional[Cors]
-    InvokeMode: Optional[InvokeMode]
+    Qualifier: FunctionUrlQualifier | None
+    AuthType: FunctionUrlAuthType | None
+    Cors: Cors | None
+    InvokeMode: InvokeMode | None
 
 
 class UpdateFunctionUrlConfigResponse(TypedDict, total=False):
     FunctionUrl: FunctionUrl
     FunctionArn: FunctionArn
     AuthType: FunctionUrlAuthType
-    Cors: Optional[Cors]
+    Cors: Cors | None
     CreationTime: Timestamp
     LastModifiedTime: Timestamp
-    InvokeMode: Optional[InvokeMode]
+    InvokeMode: InvokeMode | None
 
 
 class LambdaApi:
-    service = "lambda"
-    version = "2015-03-31"
+    service: str = "lambda"
+    version: str = "2015-03-31"
 
     @handler("AddLayerVersionPermission")
     def add_layer_version_permission(
diff --git a/localstack-core/localstack/aws/api/logs/__init__.py b/localstack-core/localstack/aws/api/logs/__init__.py
index bbc3a8d608d6d..7bc2d079859d3 100644
--- a/localstack-core/localstack/aws/api/logs/__init__.py
+++ b/localstack-core/localstack/aws/api/logs/__init__.py
@@ -1,5 +1,6 @@
+from collections.abc import Iterator
 from enum import StrEnum
-from typing import Dict, Iterator, List, Optional, TypedDict
+from typing import TypedDict
 
 from localstack.aws.api import RequestContext, ServiceException, ServiceRequest, handler
 
@@ -381,7 +382,7 @@ class DataAlreadyAcceptedException(ServiceException):
     code: str = "DataAlreadyAcceptedException"
     sender_fault: bool = False
     status_code: int = 400
-    expectedSequenceToken: Optional[SequenceToken]
+    expectedSequenceToken: SequenceToken | None
 
 
 class InternalStreamingException(ServiceException):
@@ -406,7 +407,7 @@ class InvalidSequenceTokenException(ServiceException):
     code: str = "InvalidSequenceTokenException"
     sender_fault: bool = False
     status_code: int = 400
-    expectedSequenceToken: Optional[SequenceToken]
+    expectedSequenceToken: SequenceToken | None
 
 
 class LimitExceededException(ServiceException):
@@ -416,20 +417,20 @@ class LimitExceededException(ServiceException):
 
 
 class QueryCompileErrorLocation(TypedDict, total=False):
-    startCharOffset: Optional[QueryCharOffset]
-    endCharOffset: Optional[QueryCharOffset]
+    startCharOffset: QueryCharOffset | None
+    endCharOffset: QueryCharOffset | None
 
 
 class QueryCompileError(TypedDict, total=False):
-    location: Optional[QueryCompileErrorLocation]
-    message: Optional[Message]
+    location: QueryCompileErrorLocation | None
+    message: Message | None
 
 
 class MalformedQueryException(ServiceException):
     code: str = "MalformedQueryException"
     sender_fault: bool = False
     status_code: int = 400
-    queryCompileError: Optional[QueryCompileError]
+    queryCompileError: QueryCompileError | None
 
 
 class OperationAbortedException(ServiceException):
@@ -484,7 +485,7 @@ class TooManyTagsException(ServiceException):
     code: str = "TooManyTagsException"
     sender_fault: bool = False
     status_code: int = 400
-    resourceName: Optional[AmazonResourceName]
+    resourceName: AmazonResourceName | None
 
 
 class UnrecognizedClientException(ServiceException):
@@ -499,70 +500,70 @@ class ValidationException(ServiceException):
     status_code: int = 400
 
 
-AccountIds = List[AccountId]
+AccountIds = list[AccountId]
 Timestamp = int
 
 
 class AccountPolicy(TypedDict, total=False):
-    policyName: Optional[PolicyName]
-    policyDocument: Optional[AccountPolicyDocument]
-    lastUpdatedTime: Optional[Timestamp]
-    policyType: Optional[PolicyType]
-    scope: Optional[Scope]
-    selectionCriteria: Optional[SelectionCriteria]
-    accountId: Optional[AccountId]
+    policyName: PolicyName | None
+    policyDocument: AccountPolicyDocument | None
+    lastUpdatedTime: Timestamp | None
+    policyType: PolicyType | None
+    scope: Scope | None
+    selectionCriteria: SelectionCriteria | None
+    accountId: AccountId | None
 
 
-AccountPolicies = List[AccountPolicy]
+AccountPolicies = list[AccountPolicy]
 
 
 class AddKeyEntry(TypedDict, total=False):
     key: Key
     value: AddKeyValue
-    overwriteIfExists: Optional[OverwriteIfExists]
+    overwriteIfExists: OverwriteIfExists | None
 
 
-AddKeyEntries = List[AddKeyEntry]
+AddKeyEntries = list[AddKeyEntry]
 
 
 class AddKeys(TypedDict, total=False):
     entries: AddKeyEntries
 
 
-AllowedFieldDelimiters = List[FieldDelimiter]
+AllowedFieldDelimiters = list[FieldDelimiter]
 
 
 class RecordField(TypedDict, total=False):
-    name: Optional[FieldHeader]
-    mandatory: Optional[Boolean]
+    name: FieldHeader | None
+    mandatory: Boolean | None
 
 
-AllowedFields = List[RecordField]
+AllowedFields = list[RecordField]
 EpochMillis = int
-LogGroupArnList = List[LogGroupArn]
+LogGroupArnList = list[LogGroupArn]
 TokenValue = int
-Enumerations = Dict[TokenString, TokenValue]
+Enumerations = dict[TokenString, TokenValue]
 
 
 class PatternToken(TypedDict, total=False):
-    dynamicTokenPosition: Optional[DynamicTokenPosition]
-    isDynamic: Optional[Boolean]
-    tokenString: Optional[TokenString]
-    enumerations: Optional[Enumerations]
-    inferredTokenName: Optional[InferredTokenName]
+    dynamicTokenPosition: DynamicTokenPosition | None
+    isDynamic: Boolean | None
+    tokenString: TokenString | None
+    enumerations: Enumerations | None
+    inferredTokenName: InferredTokenName | None
 
 
-PatternTokens = List[PatternToken]
+PatternTokens = list[PatternToken]
 
 
 class LogEvent(TypedDict, total=False):
-    timestamp: Optional[Timestamp]
-    message: Optional[EventMessage]
+    timestamp: Timestamp | None
+    message: EventMessage | None
 
 
-LogSamples = List[LogEvent]
+LogSamples = list[LogEvent]
 Count = int
-Histogram = Dict[Time, Count]
+Histogram = dict[Time, Count]
 
 
 class Anomaly(TypedDict, total=False):
@@ -570,8 +571,8 @@ class Anomaly(TypedDict, total=False):
     patternId: PatternId
     anomalyDetectorArn: AnomalyDetectorArn
     patternString: PatternString
-    patternRegex: Optional[PatternRegex]
-    priority: Optional[Priority]
+    patternRegex: PatternRegex | None
+    priority: Priority | None
     firstSeen: EpochMillis
     lastSeen: EpochMillis
     description: Description
@@ -581,164 +582,164 @@ class Anomaly(TypedDict, total=False):
     logSamples: LogSamples
     patternTokens: PatternTokens
     logGroupArnList: LogGroupArnList
-    suppressed: Optional[Boolean]
-    suppressedDate: Optional[EpochMillis]
-    suppressedUntil: Optional[EpochMillis]
-    isPatternLevelSuppression: Optional[Boolean]
+    suppressed: Boolean | None
+    suppressedDate: EpochMillis | None
+    suppressedUntil: EpochMillis | None
+    isPatternLevelSuppression: Boolean | None
 
 
-Anomalies = List[Anomaly]
+Anomalies = list[Anomaly]
 AnomalyVisibilityTime = int
 
 
 class AnomalyDetector(TypedDict, total=False):
-    anomalyDetectorArn: Optional[AnomalyDetectorArn]
-    detectorName: Optional[DetectorName]
-    logGroupArnList: Optional[LogGroupArnList]
-    evaluationFrequency: Optional[EvaluationFrequency]
-    filterPattern: Optional[FilterPattern]
-    anomalyDetectorStatus: Optional[AnomalyDetectorStatus]
-    kmsKeyId: Optional[KmsKeyId]
-    creationTimeStamp: Optional[EpochMillis]
-    lastModifiedTimeStamp: Optional[EpochMillis]
-    anomalyVisibilityTime: Optional[AnomalyVisibilityTime]
+    anomalyDetectorArn: AnomalyDetectorArn | None
+    detectorName: DetectorName | None
+    logGroupArnList: LogGroupArnList | None
+    evaluationFrequency: EvaluationFrequency | None
+    filterPattern: FilterPattern | None
+    anomalyDetectorStatus: AnomalyDetectorStatus | None
+    kmsKeyId: KmsKeyId | None
+    creationTimeStamp: EpochMillis | None
+    lastModifiedTimeStamp: EpochMillis | None
+    anomalyVisibilityTime: AnomalyVisibilityTime | None
 
 
-AnomalyDetectors = List[AnomalyDetector]
+AnomalyDetectors = list[AnomalyDetector]
 
 
 class AssociateKmsKeyRequest(ServiceRequest):
-    logGroupName: Optional[LogGroupName]
+    logGroupName: LogGroupName | None
     kmsKeyId: KmsKeyId
-    resourceIdentifier: Optional[ResourceIdentifier]
+    resourceIdentifier: ResourceIdentifier | None
 
 
-Columns = List[Column]
+Columns = list[Column]
 
 
 class CSV(TypedDict, total=False):
-    quoteCharacter: Optional[QuoteCharacter]
-    delimiter: Optional[Delimiter]
-    columns: Optional[Columns]
-    source: Optional[Source]
+    quoteCharacter: QuoteCharacter | None
+    delimiter: Delimiter | None
+    columns: Columns | None
+    source: Source | None
 
 
 class CancelExportTaskRequest(ServiceRequest):
     taskId: ExportTaskId
 
 
-RecordFields = List[FieldHeader]
-OutputFormats = List[OutputFormat]
+RecordFields = list[FieldHeader]
+OutputFormats = list[OutputFormat]
 
 
 class S3DeliveryConfiguration(TypedDict, total=False):
-    suffixPath: Optional[DeliverySuffixPath]
-    enableHiveCompatiblePath: Optional[Boolean]
+    suffixPath: DeliverySuffixPath | None
+    enableHiveCompatiblePath: Boolean | None
 
 
 class ConfigurationTemplateDeliveryConfigValues(TypedDict, total=False):
-    recordFields: Optional[RecordFields]
-    fieldDelimiter: Optional[FieldDelimiter]
-    s3DeliveryConfiguration: Optional[S3DeliveryConfiguration]
+    recordFields: RecordFields | None
+    fieldDelimiter: FieldDelimiter | None
+    s3DeliveryConfiguration: S3DeliveryConfiguration | None
 
 
 class ConfigurationTemplate(TypedDict, total=False):
-    service: Optional[Service]
-    logType: Optional[LogType]
-    resourceType: Optional[ResourceType]
-    deliveryDestinationType: Optional[DeliveryDestinationType]
-    defaultDeliveryConfigValues: Optional[ConfigurationTemplateDeliveryConfigValues]
-    allowedFields: Optional[AllowedFields]
-    allowedOutputFormats: Optional[OutputFormats]
-    allowedActionForAllowVendedLogsDeliveryForResource: Optional[
-        AllowedActionForAllowVendedLogsDeliveryForResource
-    ]
-    allowedFieldDelimiters: Optional[AllowedFieldDelimiters]
-    allowedSuffixPathFields: Optional[RecordFields]
+    service: Service | None
+    logType: LogType | None
+    resourceType: ResourceType | None
+    deliveryDestinationType: DeliveryDestinationType | None
+    defaultDeliveryConfigValues: ConfigurationTemplateDeliveryConfigValues | None
+    allowedFields: AllowedFields | None
+    allowedOutputFormats: OutputFormats | None
+    allowedActionForAllowVendedLogsDeliveryForResource: (
+        AllowedActionForAllowVendedLogsDeliveryForResource | None
+    )
+    allowedFieldDelimiters: AllowedFieldDelimiters | None
+    allowedSuffixPathFields: RecordFields | None
 
 
-ConfigurationTemplates = List[ConfigurationTemplate]
+ConfigurationTemplates = list[ConfigurationTemplate]
 
 
 class CopyValueEntry(TypedDict, total=False):
     source: Source
     target: Target
-    overwriteIfExists: Optional[OverwriteIfExists]
+    overwriteIfExists: OverwriteIfExists | None
 
 
-CopyValueEntries = List[CopyValueEntry]
+CopyValueEntries = list[CopyValueEntry]
 
 
 class CopyValue(TypedDict, total=False):
     entries: CopyValueEntries
 
 
-Tags = Dict[TagKey, TagValue]
+Tags = dict[TagKey, TagValue]
 
 
 class CreateDeliveryRequest(ServiceRequest):
     deliverySourceName: DeliverySourceName
     deliveryDestinationArn: Arn
-    recordFields: Optional[RecordFields]
-    fieldDelimiter: Optional[FieldDelimiter]
-    s3DeliveryConfiguration: Optional[S3DeliveryConfiguration]
-    tags: Optional[Tags]
+    recordFields: RecordFields | None
+    fieldDelimiter: FieldDelimiter | None
+    s3DeliveryConfiguration: S3DeliveryConfiguration | None
+    tags: Tags | None
 
 
 class Delivery(TypedDict, total=False):
-    id: Optional[DeliveryId]
-    arn: Optional[Arn]
-    deliverySourceName: Optional[DeliverySourceName]
-    deliveryDestinationArn: Optional[Arn]
-    deliveryDestinationType: Optional[DeliveryDestinationType]
-    recordFields: Optional[RecordFields]
-    fieldDelimiter: Optional[FieldDelimiter]
-    s3DeliveryConfiguration: Optional[S3DeliveryConfiguration]
-    tags: Optional[Tags]
+    id: DeliveryId | None
+    arn: Arn | None
+    deliverySourceName: DeliverySourceName | None
+    deliveryDestinationArn: Arn | None
+    deliveryDestinationType: DeliveryDestinationType | None
+    recordFields: RecordFields | None
+    fieldDelimiter: FieldDelimiter | None
+    s3DeliveryConfiguration: S3DeliveryConfiguration | None
+    tags: Tags | None
 
 
 class CreateDeliveryResponse(TypedDict, total=False):
-    delivery: Optional[Delivery]
+    delivery: Delivery | None
 
 
 CreateExportTaskRequest = TypedDict(
     "CreateExportTaskRequest",
     {
-        "taskName": Optional[ExportTaskName],
+        "taskName": ExportTaskName | None,
         "logGroupName": LogGroupName,
-        "logStreamNamePrefix": Optional[LogStreamName],
+        "logStreamNamePrefix": LogStreamName | None,
         "from": Timestamp,
         "to": Timestamp,
         "destination": ExportDestinationBucket,
-        "destinationPrefix": Optional[ExportDestinationPrefix],
+        "destinationPrefix": ExportDestinationPrefix | None,
     },
     total=False,
 )
 
 
 class CreateExportTaskResponse(TypedDict, total=False):
-    taskId: Optional[ExportTaskId]
+    taskId: ExportTaskId | None
 
 
 class CreateLogAnomalyDetectorRequest(ServiceRequest):
     logGroupArnList: LogGroupArnList
-    detectorName: Optional[DetectorName]
-    evaluationFrequency: Optional[EvaluationFrequency]
-    filterPattern: Optional[FilterPattern]
-    kmsKeyId: Optional[DetectorKmsKeyArn]
-    anomalyVisibilityTime: Optional[AnomalyVisibilityTime]
-    tags: Optional[Tags]
+    detectorName: DetectorName | None
+    evaluationFrequency: EvaluationFrequency | None
+    filterPattern: FilterPattern | None
+    kmsKeyId: DetectorKmsKeyArn | None
+    anomalyVisibilityTime: AnomalyVisibilityTime | None
+    tags: Tags | None
 
 
 class CreateLogAnomalyDetectorResponse(TypedDict, total=False):
-    anomalyDetectorArn: Optional[AnomalyDetectorArn]
+    anomalyDetectorArn: AnomalyDetectorArn | None
 
 
 class CreateLogGroupRequest(ServiceRequest):
     logGroupName: LogGroupName
-    kmsKeyId: Optional[KmsKeyId]
-    tags: Optional[Tags]
-    logGroupClass: Optional[LogGroupClass]
+    kmsKeyId: KmsKeyId | None
+    tags: Tags | None
+    logGroupClass: LogGroupClass | None
 
 
 class CreateLogStreamRequest(ServiceRequest):
@@ -746,19 +747,19 @@ class CreateLogStreamRequest(ServiceRequest):
     logStreamName: LogStreamName
 
 
-DashboardViewerPrincipals = List[Arn]
+DashboardViewerPrincipals = list[Arn]
 Data = bytes
-MatchPatterns = List[MatchPattern]
+MatchPatterns = list[MatchPattern]
 
 
 class DateTimeConverter(TypedDict, total=False):
     source: Source
     target: Target
-    targetFormat: Optional[TargetFormat]
+    targetFormat: TargetFormat | None
     matchPatterns: MatchPatterns
-    sourceTimezone: Optional[SourceTimezone]
-    targetTimezone: Optional[TargetTimezone]
-    locale: Optional[Locale]
+    sourceTimezone: SourceTimezone | None
+    targetTimezone: TargetTimezone | None
+    locale: Locale | None
 
 
 class DeleteAccountPolicyRequest(ServiceRequest):
@@ -800,14 +801,14 @@ class DeleteIndexPolicyResponse(TypedDict, total=False):
 
 class DeleteIntegrationRequest(ServiceRequest):
     integrationName: IntegrationName
-    force: Optional[Force]
+    force: Force | None
 
 
 class DeleteIntegrationResponse(TypedDict, total=False):
     pass
 
 
-DeleteWithKeys = List[WithKey]
+DeleteWithKeys = list[WithKey]
 
 
 class DeleteKeys(TypedDict, total=False):
@@ -837,13 +838,13 @@ class DeleteQueryDefinitionRequest(ServiceRequest):
 
 
 class DeleteQueryDefinitionResponse(TypedDict, total=False):
-    success: Optional[Success]
+    success: Success | None
 
 
 class DeleteResourcePolicyRequest(ServiceRequest):
-    policyName: Optional[PolicyName]
-    resourceArn: Optional[Arn]
-    expectedRevisionId: Optional[ExpectedRevisionId]
+    policyName: PolicyName | None
+    resourceArn: Arn | None
+    expectedRevisionId: ExpectedRevisionId | None
 
 
 class DeleteRetentionPolicyRequest(ServiceRequest):
@@ -859,7 +860,7 @@ class DeleteTransformerRequest(ServiceRequest):
     logGroupIdentifier: LogGroupIdentifier
 
 
-Deliveries = List[Delivery]
+Deliveries = list[Delivery]
 
 
 class DeliveryDestinationConfiguration(TypedDict, total=False):
@@ -867,481 +868,481 @@ class DeliveryDestinationConfiguration(TypedDict, total=False):
 
 
 class DeliveryDestination(TypedDict, total=False):
-    name: Optional[DeliveryDestinationName]
-    arn: Optional[Arn]
-    deliveryDestinationType: Optional[DeliveryDestinationType]
-    outputFormat: Optional[OutputFormat]
-    deliveryDestinationConfiguration: Optional[DeliveryDestinationConfiguration]
-    tags: Optional[Tags]
+    name: DeliveryDestinationName | None
+    arn: Arn | None
+    deliveryDestinationType: DeliveryDestinationType | None
+    outputFormat: OutputFormat | None
+    deliveryDestinationConfiguration: DeliveryDestinationConfiguration | None
+    tags: Tags | None
 
 
-DeliveryDestinationTypes = List[DeliveryDestinationType]
-DeliveryDestinations = List[DeliveryDestination]
-ResourceArns = List[Arn]
+DeliveryDestinationTypes = list[DeliveryDestinationType]
+DeliveryDestinations = list[DeliveryDestination]
+ResourceArns = list[Arn]
 
 
 class DeliverySource(TypedDict, total=False):
-    name: Optional[DeliverySourceName]
-    arn: Optional[Arn]
-    resourceArns: Optional[ResourceArns]
-    service: Optional[Service]
-    logType: Optional[LogType]
-    tags: Optional[Tags]
+    name: DeliverySourceName | None
+    arn: Arn | None
+    resourceArns: ResourceArns | None
+    service: Service | None
+    logType: LogType | None
+    tags: Tags | None
 
 
-DeliverySources = List[DeliverySource]
+DeliverySources = list[DeliverySource]
 
 
 class DescribeAccountPoliciesRequest(ServiceRequest):
     policyType: PolicyType
-    policyName: Optional[PolicyName]
-    accountIdentifiers: Optional[AccountIds]
-    nextToken: Optional[NextToken]
+    policyName: PolicyName | None
+    accountIdentifiers: AccountIds | None
+    nextToken: NextToken | None
 
 
 class DescribeAccountPoliciesResponse(TypedDict, total=False):
-    accountPolicies: Optional[AccountPolicies]
-    nextToken: Optional[NextToken]
+    accountPolicies: AccountPolicies | None
+    nextToken: NextToken | None
 
 
-ResourceTypes = List[ResourceType]
-LogTypes = List[LogType]
+ResourceTypes = list[ResourceType]
+LogTypes = list[LogType]
 
 
 class DescribeConfigurationTemplatesRequest(ServiceRequest):
-    service: Optional[Service]
-    logTypes: Optional[LogTypes]
-    resourceTypes: Optional[ResourceTypes]
-    deliveryDestinationTypes: Optional[DeliveryDestinationTypes]
-    nextToken: Optional[NextToken]
-    limit: Optional[DescribeLimit]
+    service: Service | None
+    logTypes: LogTypes | None
+    resourceTypes: ResourceTypes | None
+    deliveryDestinationTypes: DeliveryDestinationTypes | None
+    nextToken: NextToken | None
+    limit: DescribeLimit | None
 
 
 class DescribeConfigurationTemplatesResponse(TypedDict, total=False):
-    configurationTemplates: Optional[ConfigurationTemplates]
-    nextToken: Optional[NextToken]
+    configurationTemplates: ConfigurationTemplates | None
+    nextToken: NextToken | None
 
 
 class DescribeDeliveriesRequest(ServiceRequest):
-    nextToken: Optional[NextToken]
-    limit: Optional[DescribeLimit]
+    nextToken: NextToken | None
+    limit: DescribeLimit | None
 
 
 class DescribeDeliveriesResponse(TypedDict, total=False):
-    deliveries: Optional[Deliveries]
-    nextToken: Optional[NextToken]
+    deliveries: Deliveries | None
+    nextToken: NextToken | None
 
 
 class DescribeDeliveryDestinationsRequest(ServiceRequest):
-    nextToken: Optional[NextToken]
-    limit: Optional[DescribeLimit]
+    nextToken: NextToken | None
+    limit: DescribeLimit | None
 
 
 class DescribeDeliveryDestinationsResponse(TypedDict, total=False):
-    deliveryDestinations: Optional[DeliveryDestinations]
-    nextToken: Optional[NextToken]
+    deliveryDestinations: DeliveryDestinations | None
+    nextToken: NextToken | None
 
 
 class DescribeDeliverySourcesRequest(ServiceRequest):
-    nextToken: Optional[NextToken]
-    limit: Optional[DescribeLimit]
+    nextToken: NextToken | None
+    limit: DescribeLimit | None
 
 
 class DescribeDeliverySourcesResponse(TypedDict, total=False):
-    deliverySources: Optional[DeliverySources]
-    nextToken: Optional[NextToken]
+    deliverySources: DeliverySources | None
+    nextToken: NextToken | None
 
 
 class DescribeDestinationsRequest(ServiceRequest):
-    DestinationNamePrefix: Optional[DestinationName]
-    nextToken: Optional[NextToken]
-    limit: Optional[DescribeLimit]
+    DestinationNamePrefix: DestinationName | None
+    nextToken: NextToken | None
+    limit: DescribeLimit | None
 
 
 class Destination(TypedDict, total=False):
-    destinationName: Optional[DestinationName]
-    targetArn: Optional[TargetArn]
-    roleArn: Optional[RoleArn]
-    accessPolicy: Optional[AccessPolicy]
-    arn: Optional[Arn]
-    creationTime: Optional[Timestamp]
+    destinationName: DestinationName | None
+    targetArn: TargetArn | None
+    roleArn: RoleArn | None
+    accessPolicy: AccessPolicy | None
+    arn: Arn | None
+    creationTime: Timestamp | None
 
 
-Destinations = List[Destination]
+Destinations = list[Destination]
 
 
 class DescribeDestinationsResponse(TypedDict, total=False):
-    destinations: Optional[Destinations]
-    nextToken: Optional[NextToken]
+    destinations: Destinations | None
+    nextToken: NextToken | None
 
 
 class DescribeExportTasksRequest(ServiceRequest):
-    taskId: Optional[ExportTaskId]
-    statusCode: Optional[ExportTaskStatusCode]
-    nextToken: Optional[NextToken]
-    limit: Optional[DescribeLimit]
+    taskId: ExportTaskId | None
+    statusCode: ExportTaskStatusCode | None
+    nextToken: NextToken | None
+    limit: DescribeLimit | None
 
 
 class ExportTaskExecutionInfo(TypedDict, total=False):
-    creationTime: Optional[Timestamp]
-    completionTime: Optional[Timestamp]
+    creationTime: Timestamp | None
+    completionTime: Timestamp | None
 
 
 class ExportTaskStatus(TypedDict, total=False):
-    code: Optional[ExportTaskStatusCode]
-    message: Optional[ExportTaskStatusMessage]
+    code: ExportTaskStatusCode | None
+    message: ExportTaskStatusMessage | None
 
 
 ExportTask = TypedDict(
     "ExportTask",
     {
-        "taskId": Optional[ExportTaskId],
-        "taskName": Optional[ExportTaskName],
-        "logGroupName": Optional[LogGroupName],
-        "from": Optional[Timestamp],
-        "to": Optional[Timestamp],
-        "destination": Optional[ExportDestinationBucket],
-        "destinationPrefix": Optional[ExportDestinationPrefix],
-        "status": Optional[ExportTaskStatus],
-        "executionInfo": Optional[ExportTaskExecutionInfo],
+        "taskId": ExportTaskId | None,
+        "taskName": ExportTaskName | None,
+        "logGroupName": LogGroupName | None,
+        "from": Timestamp | None,
+        "to": Timestamp | None,
+        "destination": ExportDestinationBucket | None,
+        "destinationPrefix": ExportDestinationPrefix | None,
+        "status": ExportTaskStatus | None,
+        "executionInfo": ExportTaskExecutionInfo | None,
     },
     total=False,
 )
-ExportTasks = List[ExportTask]
+ExportTasks = list[ExportTask]
 
 
 class DescribeExportTasksResponse(TypedDict, total=False):
-    exportTasks: Optional[ExportTasks]
-    nextToken: Optional[NextToken]
+    exportTasks: ExportTasks | None
+    nextToken: NextToken | None
 
 
-DescribeFieldIndexesLogGroupIdentifiers = List[LogGroupIdentifier]
+DescribeFieldIndexesLogGroupIdentifiers = list[LogGroupIdentifier]
 
 
 class DescribeFieldIndexesRequest(ServiceRequest):
     logGroupIdentifiers: DescribeFieldIndexesLogGroupIdentifiers
-    nextToken: Optional[NextToken]
+    nextToken: NextToken | None
 
 
 class FieldIndex(TypedDict, total=False):
-    logGroupIdentifier: Optional[LogGroupIdentifier]
-    fieldIndexName: Optional[FieldIndexName]
-    lastScanTime: Optional[Timestamp]
-    firstEventTime: Optional[Timestamp]
-    lastEventTime: Optional[Timestamp]
+    logGroupIdentifier: LogGroupIdentifier | None
+    fieldIndexName: FieldIndexName | None
+    lastScanTime: Timestamp | None
+    firstEventTime: Timestamp | None
+    lastEventTime: Timestamp | None
 
 
-FieldIndexes = List[FieldIndex]
+FieldIndexes = list[FieldIndex]
 
 
 class DescribeFieldIndexesResponse(TypedDict, total=False):
-    fieldIndexes: Optional[FieldIndexes]
-    nextToken: Optional[NextToken]
+    fieldIndexes: FieldIndexes | None
+    nextToken: NextToken | None
 
 
-DescribeIndexPoliciesLogGroupIdentifiers = List[LogGroupIdentifier]
+DescribeIndexPoliciesLogGroupIdentifiers = list[LogGroupIdentifier]
 
 
 class DescribeIndexPoliciesRequest(ServiceRequest):
     logGroupIdentifiers: DescribeIndexPoliciesLogGroupIdentifiers
-    nextToken: Optional[NextToken]
+    nextToken: NextToken | None
 
 
 class IndexPolicy(TypedDict, total=False):
-    logGroupIdentifier: Optional[LogGroupIdentifier]
-    lastUpdateTime: Optional[Timestamp]
-    policyDocument: Optional[PolicyDocument]
-    policyName: Optional[PolicyName]
-    source: Optional[IndexSource]
+    logGroupIdentifier: LogGroupIdentifier | None
+    lastUpdateTime: Timestamp | None
+    policyDocument: PolicyDocument | None
+    policyName: PolicyName | None
+    source: IndexSource | None
 
 
-IndexPolicies = List[IndexPolicy]
+IndexPolicies = list[IndexPolicy]
 
 
 class DescribeIndexPoliciesResponse(TypedDict, total=False):
-    indexPolicies: Optional[IndexPolicies]
-    nextToken: Optional[NextToken]
+    indexPolicies: IndexPolicies | None
+    nextToken: NextToken | None
 
 
-DescribeLogGroupsLogGroupIdentifiers = List[LogGroupIdentifier]
+DescribeLogGroupsLogGroupIdentifiers = list[LogGroupIdentifier]
 
 
 class DescribeLogGroupsRequest(ServiceRequest):
-    accountIdentifiers: Optional[AccountIds]
-    logGroupNamePrefix: Optional[LogGroupName]
-    logGroupNamePattern: Optional[LogGroupNamePattern]
-    nextToken: Optional[NextToken]
-    limit: Optional[DescribeLimit]
-    includeLinkedAccounts: Optional[IncludeLinkedAccounts]
-    logGroupClass: Optional[LogGroupClass]
-    logGroupIdentifiers: Optional[DescribeLogGroupsLogGroupIdentifiers]
+    accountIdentifiers: AccountIds | None
+    logGroupNamePrefix: LogGroupName | None
+    logGroupNamePattern: LogGroupNamePattern | None
+    nextToken: NextToken | None
+    limit: DescribeLimit | None
+    includeLinkedAccounts: IncludeLinkedAccounts | None
+    logGroupClass: LogGroupClass | None
+    logGroupIdentifiers: DescribeLogGroupsLogGroupIdentifiers | None
 
 
-InheritedProperties = List[InheritedProperty]
+InheritedProperties = list[InheritedProperty]
 StoredBytes = int
 
 
 class LogGroup(TypedDict, total=False):
-    logGroupName: Optional[LogGroupName]
-    creationTime: Optional[Timestamp]
-    retentionInDays: Optional[Days]
-    metricFilterCount: Optional[FilterCount]
-    arn: Optional[Arn]
-    storedBytes: Optional[StoredBytes]
-    kmsKeyId: Optional[KmsKeyId]
-    dataProtectionStatus: Optional[DataProtectionStatus]
-    inheritedProperties: Optional[InheritedProperties]
-    logGroupClass: Optional[LogGroupClass]
-    logGroupArn: Optional[Arn]
+    logGroupName: LogGroupName | None
+    creationTime: Timestamp | None
+    retentionInDays: Days | None
+    metricFilterCount: FilterCount | None
+    arn: Arn | None
+    storedBytes: StoredBytes | None
+    kmsKeyId: KmsKeyId | None
+    dataProtectionStatus: DataProtectionStatus | None
+    inheritedProperties: InheritedProperties | None
+    logGroupClass: LogGroupClass | None
+    logGroupArn: Arn | None
 
 
-LogGroups = List[LogGroup]
+LogGroups = list[LogGroup]
 
 
 class DescribeLogGroupsResponse(TypedDict, total=False):
-    logGroups: Optional[LogGroups]
-    nextToken: Optional[NextToken]
+    logGroups: LogGroups | None
+    nextToken: NextToken | None
 
 
 class DescribeLogStreamsRequest(ServiceRequest):
-    logGroupName: Optional[LogGroupName]
-    logGroupIdentifier: Optional[LogGroupIdentifier]
-    logStreamNamePrefix: Optional[LogStreamName]
-    orderBy: Optional[OrderBy]
-    descending: Optional[Descending]
-    nextToken: Optional[NextToken]
-    limit: Optional[DescribeLimit]
+    logGroupName: LogGroupName | None
+    logGroupIdentifier: LogGroupIdentifier | None
+    logStreamNamePrefix: LogStreamName | None
+    orderBy: OrderBy | None
+    descending: Descending | None
+    nextToken: NextToken | None
+    limit: DescribeLimit | None
 
 
 class LogStream(TypedDict, total=False):
-    logStreamName: Optional[LogStreamName]
-    creationTime: Optional[Timestamp]
-    firstEventTimestamp: Optional[Timestamp]
-    lastEventTimestamp: Optional[Timestamp]
-    lastIngestionTime: Optional[Timestamp]
-    uploadSequenceToken: Optional[SequenceToken]
-    arn: Optional[Arn]
-    storedBytes: Optional[StoredBytes]
+    logStreamName: LogStreamName | None
+    creationTime: Timestamp | None
+    firstEventTimestamp: Timestamp | None
+    lastEventTimestamp: Timestamp | None
+    lastIngestionTime: Timestamp | None
+    uploadSequenceToken: SequenceToken | None
+    arn: Arn | None
+    storedBytes: StoredBytes | None
 
 
-LogStreams = List[LogStream]
+LogStreams = list[LogStream]
 
 
 class DescribeLogStreamsResponse(TypedDict, total=False):
-    logStreams: Optional[LogStreams]
-    nextToken: Optional[NextToken]
+    logStreams: LogStreams | None
+    nextToken: NextToken | None
 
 
 class DescribeMetricFiltersRequest(ServiceRequest):
-    logGroupName: Optional[LogGroupName]
-    filterNamePrefix: Optional[FilterName]
-    nextToken: Optional[NextToken]
-    limit: Optional[DescribeLimit]
-    metricName: Optional[MetricName]
-    metricNamespace: Optional[MetricNamespace]
+    logGroupName: LogGroupName | None
+    filterNamePrefix: FilterName | None
+    nextToken: NextToken | None
+    limit: DescribeLimit | None
+    metricName: MetricName | None
+    metricNamespace: MetricNamespace | None
 
 
-EmitSystemFields = List[SystemField]
-Dimensions = Dict[DimensionsKey, DimensionsValue]
+EmitSystemFields = list[SystemField]
+Dimensions = dict[DimensionsKey, DimensionsValue]
 
 
 class MetricTransformation(TypedDict, total=False):
     metricName: MetricName
     metricNamespace: MetricNamespace
     metricValue: MetricValue
-    defaultValue: Optional[DefaultValue]
-    dimensions: Optional[Dimensions]
-    unit: Optional[StandardUnit]
+    defaultValue: DefaultValue | None
+    dimensions: Dimensions | None
+    unit: StandardUnit | None
 
 
-MetricTransformations = List[MetricTransformation]
+MetricTransformations = list[MetricTransformation]
 
 
 class MetricFilter(TypedDict, total=False):
-    filterName: Optional[FilterName]
-    filterPattern: Optional[FilterPattern]
-    metricTransformations: Optional[MetricTransformations]
-    creationTime: Optional[Timestamp]
-    logGroupName: Optional[LogGroupName]
-    applyOnTransformedLogs: Optional[ApplyOnTransformedLogs]
-    fieldSelectionCriteria: Optional[FieldSelectionCriteria]
-    emitSystemFieldDimensions: Optional[EmitSystemFields]
+    filterName: FilterName | None
+    filterPattern: FilterPattern | None
+    metricTransformations: MetricTransformations | None
+    creationTime: Timestamp | None
+    logGroupName: LogGroupName | None
+    applyOnTransformedLogs: ApplyOnTransformedLogs | None
+    fieldSelectionCriteria: FieldSelectionCriteria | None
+    emitSystemFieldDimensions: EmitSystemFields | None
 
 
-MetricFilters = List[MetricFilter]
+MetricFilters = list[MetricFilter]
 
 
 class DescribeMetricFiltersResponse(TypedDict, total=False):
-    metricFilters: Optional[MetricFilters]
-    nextToken: Optional[NextToken]
+    metricFilters: MetricFilters | None
+    nextToken: NextToken | None
 
 
 class DescribeQueriesRequest(ServiceRequest):
-    logGroupName: Optional[LogGroupName]
-    status: Optional[QueryStatus]
-    maxResults: Optional[DescribeQueriesMaxResults]
-    nextToken: Optional[NextToken]
-    queryLanguage: Optional[QueryLanguage]
+    logGroupName: LogGroupName | None
+    status: QueryStatus | None
+    maxResults: DescribeQueriesMaxResults | None
+    nextToken: NextToken | None
+    queryLanguage: QueryLanguage | None
 
 
 class QueryInfo(TypedDict, total=False):
-    queryLanguage: Optional[QueryLanguage]
-    queryId: Optional[QueryId]
-    queryString: Optional[QueryString]
-    status: Optional[QueryStatus]
-    createTime: Optional[Timestamp]
-    logGroupName: Optional[LogGroupName]
+    queryLanguage: QueryLanguage | None
+    queryId: QueryId | None
+    queryString: QueryString | None
+    status: QueryStatus | None
+    createTime: Timestamp | None
+    logGroupName: LogGroupName | None
 
 
-QueryInfoList = List[QueryInfo]
+QueryInfoList = list[QueryInfo]
 
 
 class DescribeQueriesResponse(TypedDict, total=False):
-    queries: Optional[QueryInfoList]
-    nextToken: Optional[NextToken]
+    queries: QueryInfoList | None
+    nextToken: NextToken | None
 
 
 class DescribeQueryDefinitionsRequest(ServiceRequest):
-    queryLanguage: Optional[QueryLanguage]
-    queryDefinitionNamePrefix: Optional[QueryDefinitionName]
-    maxResults: Optional[QueryListMaxResults]
-    nextToken: Optional[NextToken]
+    queryLanguage: QueryLanguage | None
+    queryDefinitionNamePrefix: QueryDefinitionName | None
+    maxResults: QueryListMaxResults | None
+    nextToken: NextToken | None
 
 
-LogGroupNames = List[LogGroupName]
+LogGroupNames = list[LogGroupName]
 
 
 class QueryDefinition(TypedDict, total=False):
-    queryLanguage: Optional[QueryLanguage]
-    queryDefinitionId: Optional[QueryId]
-    name: Optional[QueryDefinitionName]
-    queryString: Optional[QueryDefinitionString]
-    lastModified: Optional[Timestamp]
-    logGroupNames: Optional[LogGroupNames]
+    queryLanguage: QueryLanguage | None
+    queryDefinitionId: QueryId | None
+    name: QueryDefinitionName | None
+    queryString: QueryDefinitionString | None
+    lastModified: Timestamp | None
+    logGroupNames: LogGroupNames | None
 
 
-QueryDefinitionList = List[QueryDefinition]
+QueryDefinitionList = list[QueryDefinition]
 
 
 class DescribeQueryDefinitionsResponse(TypedDict, total=False):
-    queryDefinitions: Optional[QueryDefinitionList]
-    nextToken: Optional[NextToken]
+    queryDefinitions: QueryDefinitionList | None
+    nextToken: NextToken | None
 
 
 class DescribeResourcePoliciesRequest(ServiceRequest):
-    nextToken: Optional[NextToken]
-    limit: Optional[DescribeLimit]
-    resourceArn: Optional[Arn]
-    policyScope: Optional[PolicyScope]
+    nextToken: NextToken | None
+    limit: DescribeLimit | None
+    resourceArn: Arn | None
+    policyScope: PolicyScope | None
 
 
 class ResourcePolicy(TypedDict, total=False):
-    policyName: Optional[PolicyName]
-    policyDocument: Optional[PolicyDocument]
-    lastUpdatedTime: Optional[Timestamp]
-    policyScope: Optional[PolicyScope]
-    resourceArn: Optional[Arn]
-    revisionId: Optional[ExpectedRevisionId]
+    policyName: PolicyName | None
+    policyDocument: PolicyDocument | None
+    lastUpdatedTime: Timestamp | None
+    policyScope: PolicyScope | None
+    resourceArn: Arn | None
+    revisionId: ExpectedRevisionId | None
 
 
-ResourcePolicies = List[ResourcePolicy]
+ResourcePolicies = list[ResourcePolicy]
 
 
 class DescribeResourcePoliciesResponse(TypedDict, total=False):
-    resourcePolicies: Optional[ResourcePolicies]
-    nextToken: Optional[NextToken]
+    resourcePolicies: ResourcePolicies | None
+    nextToken: NextToken | None
 
 
 class DescribeSubscriptionFiltersRequest(ServiceRequest):
     logGroupName: LogGroupName
-    filterNamePrefix: Optional[FilterName]
-    nextToken: Optional[NextToken]
-    limit: Optional[DescribeLimit]
+    filterNamePrefix: FilterName | None
+    nextToken: NextToken | None
+    limit: DescribeLimit | None
 
 
 class SubscriptionFilter(TypedDict, total=False):
-    filterName: Optional[FilterName]
-    logGroupName: Optional[LogGroupName]
-    filterPattern: Optional[FilterPattern]
-    destinationArn: Optional[DestinationArn]
-    roleArn: Optional[RoleArn]
-    distribution: Optional[Distribution]
-    applyOnTransformedLogs: Optional[ApplyOnTransformedLogs]
-    creationTime: Optional[Timestamp]
-    fieldSelectionCriteria: Optional[FieldSelectionCriteria]
-    emitSystemFields: Optional[EmitSystemFields]
+    filterName: FilterName | None
+    logGroupName: LogGroupName | None
+    filterPattern: FilterPattern | None
+    destinationArn: DestinationArn | None
+    roleArn: RoleArn | None
+    distribution: Distribution | None
+    applyOnTransformedLogs: ApplyOnTransformedLogs | None
+    creationTime: Timestamp | None
+    fieldSelectionCriteria: FieldSelectionCriteria | None
+    emitSystemFields: EmitSystemFields | None
 
 
-SubscriptionFilters = List[SubscriptionFilter]
+SubscriptionFilters = list[SubscriptionFilter]
 
 
 class DescribeSubscriptionFiltersResponse(TypedDict, total=False):
-    subscriptionFilters: Optional[SubscriptionFilters]
-    nextToken: Optional[NextToken]
+    subscriptionFilters: SubscriptionFilters | None
+    nextToken: NextToken | None
 
 
 class DisassociateKmsKeyRequest(ServiceRequest):
-    logGroupName: Optional[LogGroupName]
-    resourceIdentifier: Optional[ResourceIdentifier]
+    logGroupName: LogGroupName | None
+    resourceIdentifier: ResourceIdentifier | None
 
 
-EntityAttributes = Dict[EntityAttributesKey, EntityAttributesValue]
-EntityKeyAttributes = Dict[EntityKeyAttributesKey, EntityKeyAttributesValue]
+EntityAttributes = dict[EntityAttributesKey, EntityAttributesValue]
+EntityKeyAttributes = dict[EntityKeyAttributesKey, EntityKeyAttributesValue]
 
 
 class Entity(TypedDict, total=False):
-    keyAttributes: Optional[EntityKeyAttributes]
-    attributes: Optional[EntityAttributes]
+    keyAttributes: EntityKeyAttributes | None
+    attributes: EntityAttributes | None
 
 
 EventNumber = int
-ExtractedValues = Dict[Token, Value]
+ExtractedValues = dict[Token, Value]
 
 
 class FieldsData(TypedDict, total=False):
-    data: Optional[Data]
+    data: Data | None
 
 
-InputLogStreamNames = List[LogStreamName]
+InputLogStreamNames = list[LogStreamName]
 
 
 class FilterLogEventsRequest(ServiceRequest):
-    logGroupName: Optional[LogGroupName]
-    logGroupIdentifier: Optional[LogGroupIdentifier]
-    logStreamNames: Optional[InputLogStreamNames]
-    logStreamNamePrefix: Optional[LogStreamName]
-    startTime: Optional[Timestamp]
-    endTime: Optional[Timestamp]
-    filterPattern: Optional[FilterPattern]
-    nextToken: Optional[NextToken]
-    limit: Optional[EventsLimit]
-    interleaved: Optional[Interleaved]
-    unmask: Optional[Unmask]
+    logGroupName: LogGroupName | None
+    logGroupIdentifier: LogGroupIdentifier | None
+    logStreamNames: InputLogStreamNames | None
+    logStreamNamePrefix: LogStreamName | None
+    startTime: Timestamp | None
+    endTime: Timestamp | None
+    filterPattern: FilterPattern | None
+    nextToken: NextToken | None
+    limit: EventsLimit | None
+    interleaved: Interleaved | None
+    unmask: Unmask | None
 
 
 class SearchedLogStream(TypedDict, total=False):
-    logStreamName: Optional[LogStreamName]
-    searchedCompletely: Optional[LogStreamSearchedCompletely]
+    logStreamName: LogStreamName | None
+    searchedCompletely: LogStreamSearchedCompletely | None
 
 
-SearchedLogStreams = List[SearchedLogStream]
+SearchedLogStreams = list[SearchedLogStream]
 
 
 class FilteredLogEvent(TypedDict, total=False):
-    logStreamName: Optional[LogStreamName]
-    timestamp: Optional[Timestamp]
-    message: Optional[EventMessage]
-    ingestionTime: Optional[Timestamp]
-    eventId: Optional[EventId]
+    logStreamName: LogStreamName | None
+    timestamp: Timestamp | None
+    message: EventMessage | None
+    ingestionTime: Timestamp | None
+    eventId: EventId | None
 
 
-FilteredLogEvents = List[FilteredLogEvent]
+FilteredLogEvents = list[FilteredLogEvent]
 
 
 class FilterLogEventsResponse(TypedDict, total=False):
-    events: Optional[FilteredLogEvents]
-    searchedLogStreams: Optional[SearchedLogStreams]
-    nextToken: Optional[NextToken]
+    events: FilteredLogEvents | None
+    searchedLogStreams: SearchedLogStreams | None
+    nextToken: NextToken | None
 
 
 class GetDataProtectionPolicyRequest(ServiceRequest):
@@ -1349,9 +1350,9 @@ class GetDataProtectionPolicyRequest(ServiceRequest):
 
 
 class GetDataProtectionPolicyResponse(TypedDict, total=False):
-    logGroupIdentifier: Optional[LogGroupIdentifier]
-    policyDocument: Optional[DataProtectionPolicyDocument]
-    lastUpdatedTime: Optional[Timestamp]
+    logGroupIdentifier: LogGroupIdentifier | None
+    policyDocument: DataProtectionPolicyDocument | None
+    lastUpdatedTime: Timestamp | None
 
 
 class GetDeliveryDestinationPolicyRequest(ServiceRequest):
@@ -1359,11 +1360,11 @@ class GetDeliveryDestinationPolicyRequest(ServiceRequest):
 
 
 class Policy(TypedDict, total=False):
-    deliveryDestinationPolicy: Optional[DeliveryDestinationPolicy]
+    deliveryDestinationPolicy: DeliveryDestinationPolicy | None
 
 
 class GetDeliveryDestinationPolicyResponse(TypedDict, total=False):
-    policy: Optional[Policy]
+    policy: Policy | None
 
 
 class GetDeliveryDestinationRequest(ServiceRequest):
@@ -1371,7 +1372,7 @@ class GetDeliveryDestinationRequest(ServiceRequest):
 
 
 class GetDeliveryDestinationResponse(TypedDict, total=False):
-    deliveryDestination: Optional[DeliveryDestination]
+    deliveryDestination: DeliveryDestination | None
 
 
 class GetDeliveryRequest(ServiceRequest):
@@ -1379,7 +1380,7 @@ class GetDeliveryRequest(ServiceRequest):
 
 
 class GetDeliveryResponse(TypedDict, total=False):
-    delivery: Optional[Delivery]
+    delivery: Delivery | None
 
 
 class GetDeliverySourceRequest(ServiceRequest):
@@ -1387,7 +1388,7 @@ class GetDeliverySourceRequest(ServiceRequest):
 
 
 class GetDeliverySourceResponse(TypedDict, total=False):
-    deliverySource: Optional[DeliverySource]
+    deliverySource: DeliverySource | None
 
 
 class GetIntegrationRequest(ServiceRequest):
@@ -1395,73 +1396,73 @@ class GetIntegrationRequest(ServiceRequest):
 
 
 class OpenSearchResourceStatus(TypedDict, total=False):
-    status: Optional[OpenSearchResourceStatusType]
-    statusMessage: Optional[IntegrationStatusMessage]
+    status: OpenSearchResourceStatusType | None
+    statusMessage: IntegrationStatusMessage | None
 
 
 class OpenSearchLifecyclePolicy(TypedDict, total=False):
-    policyName: Optional[OpenSearchPolicyName]
-    status: Optional[OpenSearchResourceStatus]
+    policyName: OpenSearchPolicyName | None
+    status: OpenSearchResourceStatus | None
 
 
 class OpenSearchDataAccessPolicy(TypedDict, total=False):
-    policyName: Optional[OpenSearchPolicyName]
-    status: Optional[OpenSearchResourceStatus]
+    policyName: OpenSearchPolicyName | None
+    status: OpenSearchResourceStatus | None
 
 
 class OpenSearchNetworkPolicy(TypedDict, total=False):
-    policyName: Optional[OpenSearchPolicyName]
-    status: Optional[OpenSearchResourceStatus]
+    policyName: OpenSearchPolicyName | None
+    status: OpenSearchResourceStatus | None
 
 
 class OpenSearchEncryptionPolicy(TypedDict, total=False):
-    policyName: Optional[OpenSearchPolicyName]
-    status: Optional[OpenSearchResourceStatus]
+    policyName: OpenSearchPolicyName | None
+    status: OpenSearchResourceStatus | None
 
 
 class OpenSearchWorkspace(TypedDict, total=False):
-    workspaceId: Optional[OpenSearchWorkspaceId]
-    status: Optional[OpenSearchResourceStatus]
+    workspaceId: OpenSearchWorkspaceId | None
+    status: OpenSearchResourceStatus | None
 
 
 class OpenSearchCollection(TypedDict, total=False):
-    collectionEndpoint: Optional[OpenSearchCollectionEndpoint]
-    collectionArn: Optional[Arn]
-    status: Optional[OpenSearchResourceStatus]
+    collectionEndpoint: OpenSearchCollectionEndpoint | None
+    collectionArn: Arn | None
+    status: OpenSearchResourceStatus | None
 
 
 class OpenSearchApplication(TypedDict, total=False):
-    applicationEndpoint: Optional[OpenSearchApplicationEndpoint]
-    applicationArn: Optional[Arn]
-    applicationId: Optional[OpenSearchApplicationId]
-    status: Optional[OpenSearchResourceStatus]
+    applicationEndpoint: OpenSearchApplicationEndpoint | None
+    applicationArn: Arn | None
+    applicationId: OpenSearchApplicationId | None
+    status: OpenSearchResourceStatus | None
 
 
 class OpenSearchDataSource(TypedDict, total=False):
-    dataSourceName: Optional[OpenSearchDataSourceName]
-    status: Optional[OpenSearchResourceStatus]
+    dataSourceName: OpenSearchDataSourceName | None
+    status: OpenSearchResourceStatus | None
 
 
 class OpenSearchIntegrationDetails(TypedDict, total=False):
-    dataSource: Optional[OpenSearchDataSource]
-    application: Optional[OpenSearchApplication]
-    collection: Optional[OpenSearchCollection]
-    workspace: Optional[OpenSearchWorkspace]
-    encryptionPolicy: Optional[OpenSearchEncryptionPolicy]
-    networkPolicy: Optional[OpenSearchNetworkPolicy]
-    accessPolicy: Optional[OpenSearchDataAccessPolicy]
-    lifecyclePolicy: Optional[OpenSearchLifecyclePolicy]
+    dataSource: OpenSearchDataSource | None
+    application: OpenSearchApplication | None
+    collection: OpenSearchCollection | None
+    workspace: OpenSearchWorkspace | None
+    encryptionPolicy: OpenSearchEncryptionPolicy | None
+    networkPolicy: OpenSearchNetworkPolicy | None
+    accessPolicy: OpenSearchDataAccessPolicy | None
+    lifecyclePolicy: OpenSearchLifecyclePolicy | None
 
 
 class IntegrationDetails(TypedDict, total=False):
-    openSearchIntegrationDetails: Optional[OpenSearchIntegrationDetails]
+    openSearchIntegrationDetails: OpenSearchIntegrationDetails | None
 
 
 class GetIntegrationResponse(TypedDict, total=False):
-    integrationName: Optional[IntegrationName]
-    integrationType: Optional[IntegrationType]
-    integrationStatus: Optional[IntegrationStatus]
-    integrationDetails: Optional[IntegrationDetails]
+    integrationName: IntegrationName | None
+    integrationType: IntegrationType | None
+    integrationStatus: IntegrationStatus | None
+    integrationDetails: IntegrationDetails | None
 
 
 class GetLogAnomalyDetectorRequest(ServiceRequest):
@@ -1469,70 +1470,70 @@ class GetLogAnomalyDetectorRequest(ServiceRequest):
 
 
 class GetLogAnomalyDetectorResponse(TypedDict, total=False):
-    detectorName: Optional[DetectorName]
-    logGroupArnList: Optional[LogGroupArnList]
-    evaluationFrequency: Optional[EvaluationFrequency]
-    filterPattern: Optional[FilterPattern]
-    anomalyDetectorStatus: Optional[AnomalyDetectorStatus]
-    kmsKeyId: Optional[KmsKeyId]
-    creationTimeStamp: Optional[EpochMillis]
-    lastModifiedTimeStamp: Optional[EpochMillis]
-    anomalyVisibilityTime: Optional[AnomalyVisibilityTime]
+    detectorName: DetectorName | None
+    logGroupArnList: LogGroupArnList | None
+    evaluationFrequency: EvaluationFrequency | None
+    filterPattern: FilterPattern | None
+    anomalyDetectorStatus: AnomalyDetectorStatus | None
+    kmsKeyId: KmsKeyId | None
+    creationTimeStamp: EpochMillis | None
+    lastModifiedTimeStamp: EpochMillis | None
+    anomalyVisibilityTime: AnomalyVisibilityTime | None
 
 
 class GetLogEventsRequest(ServiceRequest):
-    logGroupName: Optional[LogGroupName]
-    logGroupIdentifier: Optional[LogGroupIdentifier]
+    logGroupName: LogGroupName | None
+    logGroupIdentifier: LogGroupIdentifier | None
     logStreamName: LogStreamName
-    startTime: Optional[Timestamp]
-    endTime: Optional[Timestamp]
-    nextToken: Optional[NextToken]
-    limit: Optional[EventsLimit]
-    startFromHead: Optional[StartFromHead]
-    unmask: Optional[Unmask]
+    startTime: Timestamp | None
+    endTime: Timestamp | None
+    nextToken: NextToken | None
+    limit: EventsLimit | None
+    startFromHead: StartFromHead | None
+    unmask: Unmask | None
 
 
 class OutputLogEvent(TypedDict, total=False):
-    timestamp: Optional[Timestamp]
-    message: Optional[EventMessage]
-    ingestionTime: Optional[Timestamp]
+    timestamp: Timestamp | None
+    message: EventMessage | None
+    ingestionTime: Timestamp | None
 
 
-OutputLogEvents = List[OutputLogEvent]
+OutputLogEvents = list[OutputLogEvent]
 
 
 class GetLogEventsResponse(TypedDict, total=False):
-    events: Optional[OutputLogEvents]
-    nextForwardToken: Optional[NextToken]
-    nextBackwardToken: Optional[NextToken]
+    events: OutputLogEvents | None
+    nextForwardToken: NextToken | None
+    nextBackwardToken: NextToken | None
 
 
 class GetLogGroupFieldsRequest(ServiceRequest):
-    logGroupName: Optional[LogGroupName]
-    time: Optional[Timestamp]
-    logGroupIdentifier: Optional[LogGroupIdentifier]
+    logGroupName: LogGroupName | None
+    time: Timestamp | None
+    logGroupIdentifier: LogGroupIdentifier | None
 
 
 class LogGroupField(TypedDict, total=False):
-    name: Optional[Field]
-    percent: Optional[Percentage]
+    name: Field | None
+    percent: Percentage | None
 
 
-LogGroupFieldList = List[LogGroupField]
+LogGroupFieldList = list[LogGroupField]
 
 
 class GetLogGroupFieldsResponse(TypedDict, total=False):
-    logGroupFields: Optional[LogGroupFieldList]
+    logGroupFields: LogGroupFieldList | None
 
 
 class GetLogObjectRequest(ServiceRequest):
-    unmask: Optional[Unmask]
+    unmask: Unmask | None
     logObjectPointer: LogObjectPointer
 
 
 class GetLogObjectResponseStream(TypedDict, total=False):
-    fields: Optional[FieldsData]
-    InternalStreamingException: Optional[InternalStreamingException]
+    fields: FieldsData | None
+    InternalStreamingException: InternalStreamingException | None
 
 
 class GetLogObjectResponse(TypedDict, total=False):
@@ -1541,14 +1542,14 @@ class GetLogObjectResponse(TypedDict, total=False):
 
 class GetLogRecordRequest(ServiceRequest):
     logRecordPointer: LogRecordPointer
-    unmask: Optional[Unmask]
+    unmask: Unmask | None
 
 
-LogRecord = Dict[Field, Value]
+LogRecord = dict[Field, Value]
 
 
 class GetLogRecordResponse(TypedDict, total=False):
-    logRecord: Optional[LogRecord]
+    logRecord: LogRecord | None
 
 
 class GetQueryResultsRequest(ServiceRequest):
@@ -1556,36 +1557,36 @@ class GetQueryResultsRequest(ServiceRequest):
 
 
 class QueryStatistics(TypedDict, total=False):
-    recordsMatched: Optional[StatsValue]
-    recordsScanned: Optional[StatsValue]
-    estimatedRecordsSkipped: Optional[StatsValue]
-    bytesScanned: Optional[StatsValue]
-    estimatedBytesSkipped: Optional[StatsValue]
-    logGroupsScanned: Optional[StatsValue]
+    recordsMatched: StatsValue | None
+    recordsScanned: StatsValue | None
+    estimatedRecordsSkipped: StatsValue | None
+    bytesScanned: StatsValue | None
+    estimatedBytesSkipped: StatsValue | None
+    logGroupsScanned: StatsValue | None
 
 
 class ResultField(TypedDict, total=False):
-    field: Optional[Field]
-    value: Optional[Value]
+    field: Field | None
+    value: Value | None
 
 
-ResultRows = List[ResultField]
-QueryResults = List[ResultRows]
+ResultRows = list[ResultField]
+QueryResults = list[ResultRows]
 
 
 class GetQueryResultsResponse(TypedDict, total=False):
-    queryLanguage: Optional[QueryLanguage]
-    results: Optional[QueryResults]
-    statistics: Optional[QueryStatistics]
-    status: Optional[QueryStatus]
-    encryptionKey: Optional[EncryptionKey]
+    queryLanguage: QueryLanguage | None
+    results: QueryResults | None
+    statistics: QueryStatistics | None
+    status: QueryStatus | None
+    encryptionKey: EncryptionKey | None
 
 
 class GetTransformerRequest(ServiceRequest):
     logGroupIdentifier: LogGroupIdentifier
 
 
-UpperCaseStringWithKeys = List[WithKey]
+UpperCaseStringWithKeys = list[WithKey]
 
 
 class UpperCaseString(TypedDict, total=False):
@@ -1597,14 +1598,14 @@ class TypeConverterEntry(TypedDict, total=False):
     type: Type
 
 
-TypeConverterEntries = List[TypeConverterEntry]
+TypeConverterEntries = list[TypeConverterEntry]
 
 
 class TypeConverter(TypedDict, total=False):
     entries: TypeConverterEntries
 
 
-TrimStringWithKeys = List[WithKey]
+TrimStringWithKeys = list[WithKey]
 
 
 class TrimString(TypedDict, total=False):
@@ -1620,7 +1621,7 @@ class TrimString(TypedDict, total=False):
     },
     total=False,
 )
-SubstituteStringEntries = List[SubstituteStringEntry]
+SubstituteStringEntries = list[SubstituteStringEntry]
 
 
 class SubstituteString(TypedDict, total=False):
@@ -1632,7 +1633,7 @@ class SplitStringEntry(TypedDict, total=False):
     delimiter: SplitStringDelimiter
 
 
-SplitStringEntries = List[SplitStringEntry]
+SplitStringEntries = list[SplitStringEntry]
 
 
 class SplitString(TypedDict, total=False):
@@ -1642,10 +1643,10 @@ class SplitString(TypedDict, total=False):
 class RenameKeyEntry(TypedDict, total=False):
     key: Key
     renameTo: RenameTo
-    overwriteIfExists: Optional[OverwriteIfExists]
+    overwriteIfExists: OverwriteIfExists | None
 
 
-RenameKeyEntries = List[RenameKeyEntry]
+RenameKeyEntries = list[RenameKeyEntry]
 
 
 class RenameKeys(TypedDict, total=False):
@@ -1653,60 +1654,60 @@ class RenameKeys(TypedDict, total=False):
 
 
 class ParseWAF(TypedDict, total=False):
-    source: Optional[Source]
+    source: Source | None
 
 
 class ParseVPC(TypedDict, total=False):
-    source: Optional[Source]
+    source: Source | None
 
 
 class ParsePostgres(TypedDict, total=False):
-    source: Optional[Source]
+    source: Source | None
 
 
 class ParseToOCSF(TypedDict, total=False):
-    source: Optional[Source]
+    source: Source | None
     eventSource: EventSource
     ocsfVersion: OCSFVersion
 
 
 class ParseRoute53(TypedDict, total=False):
-    source: Optional[Source]
+    source: Source | None
 
 
 class ParseKeyValue(TypedDict, total=False):
-    source: Optional[Source]
-    destination: Optional[DestinationField]
-    fieldDelimiter: Optional[ParserFieldDelimiter]
-    keyValueDelimiter: Optional[KeyValueDelimiter]
-    keyPrefix: Optional[KeyPrefix]
-    nonMatchValue: Optional[NonMatchValue]
-    overwriteIfExists: Optional[OverwriteIfExists]
+    source: Source | None
+    destination: DestinationField | None
+    fieldDelimiter: ParserFieldDelimiter | None
+    keyValueDelimiter: KeyValueDelimiter | None
+    keyPrefix: KeyPrefix | None
+    nonMatchValue: NonMatchValue | None
+    overwriteIfExists: OverwriteIfExists | None
 
 
 class ParseJSON(TypedDict, total=False):
-    source: Optional[Source]
-    destination: Optional[DestinationField]
+    source: Source | None
+    destination: DestinationField | None
 
 
 class ParseCloudfront(TypedDict, total=False):
-    source: Optional[Source]
+    source: Source | None
 
 
 class MoveKeyEntry(TypedDict, total=False):
     source: Source
     target: Target
-    overwriteIfExists: Optional[OverwriteIfExists]
+    overwriteIfExists: OverwriteIfExists | None
 
 
-MoveKeyEntries = List[MoveKeyEntry]
+MoveKeyEntries = list[MoveKeyEntry]
 
 
 class MoveKeys(TypedDict, total=False):
     entries: MoveKeyEntries
 
 
-LowerCaseStringWithKeys = List[WithKey]
+LowerCaseStringWithKeys = list[WithKey]
 
 
 class LowerCaseString(TypedDict, total=False):
@@ -1716,51 +1717,51 @@ class LowerCaseString(TypedDict, total=False):
 class ListToMap(TypedDict, total=False):
     source: Source
     key: Key
-    valueKey: Optional[ValueKey]
-    target: Optional[Target]
-    flatten: Optional[Flatten]
-    flattenedElement: Optional[FlattenedElement]
+    valueKey: ValueKey | None
+    target: Target | None
+    flatten: Flatten | None
+    flattenedElement: FlattenedElement | None
 
 
 class Grok(TypedDict, total=False):
-    source: Optional[Source]
+    source: Source | None
     match: GrokMatch
 
 
 class Processor(TypedDict, total=False):
-    addKeys: Optional[AddKeys]
-    copyValue: Optional[CopyValue]
-    csv: Optional[CSV]
-    dateTimeConverter: Optional[DateTimeConverter]
-    deleteKeys: Optional[DeleteKeys]
-    grok: Optional[Grok]
-    listToMap: Optional[ListToMap]
-    lowerCaseString: Optional[LowerCaseString]
-    moveKeys: Optional[MoveKeys]
-    parseCloudfront: Optional[ParseCloudfront]
-    parseJSON: Optional[ParseJSON]
-    parseKeyValue: Optional[ParseKeyValue]
-    parseRoute53: Optional[ParseRoute53]
-    parseToOCSF: Optional[ParseToOCSF]
-    parsePostgres: Optional[ParsePostgres]
-    parseVPC: Optional[ParseVPC]
-    parseWAF: Optional[ParseWAF]
-    renameKeys: Optional[RenameKeys]
-    splitString: Optional[SplitString]
-    substituteString: Optional[SubstituteString]
-    trimString: Optional[TrimString]
-    typeConverter: Optional[TypeConverter]
-    upperCaseString: Optional[UpperCaseString]
-
-
-Processors = List[Processor]
+    addKeys: AddKeys | None
+    copyValue: CopyValue | None
+    csv: CSV | None
+    dateTimeConverter: DateTimeConverter | None
+    deleteKeys: DeleteKeys | None
+    grok: Grok | None
+    listToMap: ListToMap | None
+    lowerCaseString: LowerCaseString | None
+    moveKeys: MoveKeys | None
+    parseCloudfront: ParseCloudfront | None
+    parseJSON: ParseJSON | None
+    parseKeyValue: ParseKeyValue | None
+    parseRoute53: ParseRoute53 | None
+    parseToOCSF: ParseToOCSF | None
+    parsePostgres: ParsePostgres | None
+    parseVPC: ParseVPC | None
+    parseWAF: ParseWAF | None
+    renameKeys: RenameKeys | None
+    splitString: SplitString | None
+    substituteString: SubstituteString | None
+    trimString: TrimString | None
+    typeConverter: TypeConverter | None
+    upperCaseString: UpperCaseString | None
+
+
+Processors = list[Processor]
 
 
 class GetTransformerResponse(TypedDict, total=False):
-    logGroupIdentifier: Optional[LogGroupIdentifier]
-    creationTime: Optional[Timestamp]
-    lastModifiedTime: Optional[Timestamp]
-    transformerConfig: Optional[Processors]
+    logGroupIdentifier: LogGroupIdentifier | None
+    creationTime: Timestamp | None
+    lastModifiedTime: Timestamp | None
+    transformerConfig: Processors | None
 
 
 class InputLogEvent(TypedDict, total=False):
@@ -1768,86 +1769,86 @@ class InputLogEvent(TypedDict, total=False):
     message: EventMessage
 
 
-InputLogEvents = List[InputLogEvent]
+InputLogEvents = list[InputLogEvent]
 
 
 class IntegrationSummary(TypedDict, total=False):
-    integrationName: Optional[IntegrationName]
-    integrationType: Optional[IntegrationType]
-    integrationStatus: Optional[IntegrationStatus]
+    integrationName: IntegrationName | None
+    integrationType: IntegrationType | None
+    integrationStatus: IntegrationStatus | None
 
 
-IntegrationSummaries = List[IntegrationSummary]
+IntegrationSummaries = list[IntegrationSummary]
 
 
 class ListAnomaliesRequest(ServiceRequest):
-    anomalyDetectorArn: Optional[AnomalyDetectorArn]
-    suppressionState: Optional[SuppressionState]
-    limit: Optional[ListAnomaliesLimit]
-    nextToken: Optional[NextToken]
+    anomalyDetectorArn: AnomalyDetectorArn | None
+    suppressionState: SuppressionState | None
+    limit: ListAnomaliesLimit | None
+    nextToken: NextToken | None
 
 
 class ListAnomaliesResponse(TypedDict, total=False):
-    anomalies: Optional[Anomalies]
-    nextToken: Optional[NextToken]
+    anomalies: Anomalies | None
+    nextToken: NextToken | None
 
 
 class ListIntegrationsRequest(ServiceRequest):
-    integrationNamePrefix: Optional[IntegrationNamePrefix]
-    integrationType: Optional[IntegrationType]
-    integrationStatus: Optional[IntegrationStatus]
+    integrationNamePrefix: IntegrationNamePrefix | None
+    integrationType: IntegrationType | None
+    integrationStatus: IntegrationStatus | None
 
 
 class ListIntegrationsResponse(TypedDict, total=False):
-    integrationSummaries: Optional[IntegrationSummaries]
+    integrationSummaries: IntegrationSummaries | None
 
 
 class ListLogAnomalyDetectorsRequest(ServiceRequest):
-    filterLogGroupArn: Optional[LogGroupArn]
-    limit: Optional[ListLogAnomalyDetectorsLimit]
-    nextToken: Optional[NextToken]
+    filterLogGroupArn: LogGroupArn | None
+    limit: ListLogAnomalyDetectorsLimit | None
+    nextToken: NextToken | None
 
 
 class ListLogAnomalyDetectorsResponse(TypedDict, total=False):
-    anomalyDetectors: Optional[AnomalyDetectors]
-    nextToken: Optional[NextToken]
+    anomalyDetectors: AnomalyDetectors | None
+    nextToken: NextToken | None
 
 
 class ListLogGroupsForQueryRequest(ServiceRequest):
     queryId: QueryId
-    nextToken: Optional[NextToken]
-    maxResults: Optional[ListLogGroupsForQueryMaxResults]
+    nextToken: NextToken | None
+    maxResults: ListLogGroupsForQueryMaxResults | None
 
 
-LogGroupIdentifiers = List[LogGroupIdentifier]
+LogGroupIdentifiers = list[LogGroupIdentifier]
 
 
 class ListLogGroupsForQueryResponse(TypedDict, total=False):
-    logGroupIdentifiers: Optional[LogGroupIdentifiers]
-    nextToken: Optional[NextToken]
+    logGroupIdentifiers: LogGroupIdentifiers | None
+    nextToken: NextToken | None
 
 
 class ListLogGroupsRequest(ServiceRequest):
-    logGroupNamePattern: Optional[LogGroupNameRegexPattern]
-    logGroupClass: Optional[LogGroupClass]
-    includeLinkedAccounts: Optional[IncludeLinkedAccounts]
-    accountIdentifiers: Optional[AccountIds]
-    nextToken: Optional[NextToken]
-    limit: Optional[ListLimit]
+    logGroupNamePattern: LogGroupNameRegexPattern | None
+    logGroupClass: LogGroupClass | None
+    includeLinkedAccounts: IncludeLinkedAccounts | None
+    accountIdentifiers: AccountIds | None
+    nextToken: NextToken | None
+    limit: ListLimit | None
 
 
 class LogGroupSummary(TypedDict, total=False):
-    logGroupName: Optional[LogGroupName]
-    logGroupArn: Optional[Arn]
-    logGroupClass: Optional[LogGroupClass]
+    logGroupName: LogGroupName | None
+    logGroupArn: Arn | None
+    logGroupClass: LogGroupClass | None
 
 
-LogGroupSummaries = List[LogGroupSummary]
+LogGroupSummaries = list[LogGroupSummary]
 
 
 class ListLogGroupsResponse(TypedDict, total=False):
-    logGroups: Optional[LogGroupSummaries]
-    nextToken: Optional[NextToken]
+    logGroups: LogGroupSummaries | None
+    nextToken: NextToken | None
 
 
 class ListTagsForResourceRequest(ServiceRequest):
@@ -1855,7 +1856,7 @@ class ListTagsForResourceRequest(ServiceRequest):
 
 
 class ListTagsForResourceResponse(TypedDict, total=False):
-    tags: Optional[Tags]
+    tags: Tags | None
 
 
 class ListTagsLogGroupRequest(ServiceRequest):
@@ -1863,53 +1864,53 @@ class ListTagsLogGroupRequest(ServiceRequest):
 
 
 class ListTagsLogGroupResponse(TypedDict, total=False):
-    tags: Optional[Tags]
+    tags: Tags | None
 
 
 class LiveTailSessionLogEvent(TypedDict, total=False):
-    logStreamName: Optional[LogStreamName]
-    logGroupIdentifier: Optional[LogGroupIdentifier]
-    message: Optional[EventMessage]
-    timestamp: Optional[Timestamp]
-    ingestionTime: Optional[Timestamp]
+    logStreamName: LogStreamName | None
+    logGroupIdentifier: LogGroupIdentifier | None
+    message: EventMessage | None
+    timestamp: Timestamp | None
+    ingestionTime: Timestamp | None
 
 
 class LiveTailSessionMetadata(TypedDict, total=False):
-    sampled: Optional[IsSampled]
+    sampled: IsSampled | None
 
 
-LiveTailSessionResults = List[LiveTailSessionLogEvent]
-StartLiveTailLogGroupIdentifiers = List[LogGroupIdentifier]
+LiveTailSessionResults = list[LiveTailSessionLogEvent]
+StartLiveTailLogGroupIdentifiers = list[LogGroupIdentifier]
 
 
 class LiveTailSessionStart(TypedDict, total=False):
-    requestId: Optional[RequestId]
-    sessionId: Optional[SessionId]
-    logGroupIdentifiers: Optional[StartLiveTailLogGroupIdentifiers]
-    logStreamNames: Optional[InputLogStreamNames]
-    logStreamNamePrefixes: Optional[InputLogStreamNames]
-    logEventFilterPattern: Optional[FilterPattern]
+    requestId: RequestId | None
+    sessionId: SessionId | None
+    logGroupIdentifiers: StartLiveTailLogGroupIdentifiers | None
+    logStreamNames: InputLogStreamNames | None
+    logStreamNamePrefixes: InputLogStreamNames | None
+    logEventFilterPattern: FilterPattern | None
 
 
 class LiveTailSessionUpdate(TypedDict, total=False):
-    sessionMetadata: Optional[LiveTailSessionMetadata]
-    sessionResults: Optional[LiveTailSessionResults]
+    sessionMetadata: LiveTailSessionMetadata | None
+    sessionResults: LiveTailSessionResults | None
 
 
 class MetricFilterMatchRecord(TypedDict, total=False):
-    eventNumber: Optional[EventNumber]
-    eventMessage: Optional[EventMessage]
-    extractedValues: Optional[ExtractedValues]
+    eventNumber: EventNumber | None
+    eventMessage: EventMessage | None
+    extractedValues: ExtractedValues | None
 
 
-MetricFilterMatches = List[MetricFilterMatchRecord]
+MetricFilterMatches = list[MetricFilterMatchRecord]
 
 
 class OpenSearchResourceConfig(TypedDict, total=False):
-    kmsKeyArn: Optional[Arn]
+    kmsKeyArn: Arn | None
     dataSourceRoleArn: Arn
     dashboardViewerPrincipals: DashboardViewerPrincipals
-    applicationArn: Optional[Arn]
+    applicationArn: Arn | None
     retentionDays: CollectionRetentionDays
 
 
@@ -1917,12 +1918,12 @@ class PutAccountPolicyRequest(ServiceRequest):
     policyName: PolicyName
     policyDocument: AccountPolicyDocument
     policyType: PolicyType
-    scope: Optional[Scope]
-    selectionCriteria: Optional[SelectionCriteria]
+    scope: Scope | None
+    selectionCriteria: SelectionCriteria | None
 
 
 class PutAccountPolicyResponse(TypedDict, total=False):
-    accountPolicy: Optional[AccountPolicy]
+    accountPolicy: AccountPolicy | None
 
 
 class PutDataProtectionPolicyRequest(ServiceRequest):
@@ -1931,9 +1932,9 @@ class PutDataProtectionPolicyRequest(ServiceRequest):
 
 
 class PutDataProtectionPolicyResponse(TypedDict, total=False):
-    logGroupIdentifier: Optional[LogGroupIdentifier]
-    policyDocument: Optional[DataProtectionPolicyDocument]
-    lastUpdatedTime: Optional[Timestamp]
+    logGroupIdentifier: LogGroupIdentifier | None
+    policyDocument: DataProtectionPolicyDocument | None
+    lastUpdatedTime: Timestamp | None
 
 
 class PutDeliveryDestinationPolicyRequest(ServiceRequest):
@@ -1942,47 +1943,47 @@ class PutDeliveryDestinationPolicyRequest(ServiceRequest):
 
 
 class PutDeliveryDestinationPolicyResponse(TypedDict, total=False):
-    policy: Optional[Policy]
+    policy: Policy | None
 
 
 class PutDeliveryDestinationRequest(ServiceRequest):
     name: DeliveryDestinationName
-    outputFormat: Optional[OutputFormat]
-    deliveryDestinationConfiguration: Optional[DeliveryDestinationConfiguration]
-    deliveryDestinationType: Optional[DeliveryDestinationType]
-    tags: Optional[Tags]
+    outputFormat: OutputFormat | None
+    deliveryDestinationConfiguration: DeliveryDestinationConfiguration | None
+    deliveryDestinationType: DeliveryDestinationType | None
+    tags: Tags | None
 
 
 class PutDeliveryDestinationResponse(TypedDict, total=False):
-    deliveryDestination: Optional[DeliveryDestination]
+    deliveryDestination: DeliveryDestination | None
 
 
 class PutDeliverySourceRequest(ServiceRequest):
     name: DeliverySourceName
     resourceArn: Arn
     logType: LogType
-    tags: Optional[Tags]
+    tags: Tags | None
 
 
 class PutDeliverySourceResponse(TypedDict, total=False):
-    deliverySource: Optional[DeliverySource]
+    deliverySource: DeliverySource | None
 
 
 class PutDestinationPolicyRequest(ServiceRequest):
     destinationName: DestinationName
     accessPolicy: AccessPolicy
-    forceUpdate: Optional[ForceUpdate]
+    forceUpdate: ForceUpdate | None
 
 
 class PutDestinationRequest(ServiceRequest):
     destinationName: DestinationName
     targetArn: TargetArn
     roleArn: RoleArn
-    tags: Optional[Tags]
+    tags: Tags | None
 
 
 class PutDestinationResponse(TypedDict, total=False):
-    destination: Optional[Destination]
+    destination: Destination | None
 
 
 class PutIndexPolicyRequest(ServiceRequest):
@@ -1991,11 +1992,11 @@ class PutIndexPolicyRequest(ServiceRequest):
 
 
 class PutIndexPolicyResponse(TypedDict, total=False):
-    indexPolicy: Optional[IndexPolicy]
+    indexPolicy: IndexPolicy | None
 
 
 class ResourceConfig(TypedDict, total=False):
-    openSearchResourceConfig: Optional[OpenSearchResourceConfig]
+    openSearchResourceConfig: OpenSearchResourceConfig | None
 
 
 class PutIntegrationRequest(ServiceRequest):
@@ -2005,16 +2006,16 @@ class PutIntegrationRequest(ServiceRequest):
 
 
 class PutIntegrationResponse(TypedDict, total=False):
-    integrationName: Optional[IntegrationName]
-    integrationStatus: Optional[IntegrationStatus]
+    integrationName: IntegrationName | None
+    integrationStatus: IntegrationStatus | None
 
 
 class PutLogEventsRequest(ServiceRequest):
     logGroupName: LogGroupName
     logStreamName: LogStreamName
     logEvents: InputLogEvents
-    sequenceToken: Optional[SequenceToken]
-    entity: Optional[Entity]
+    sequenceToken: SequenceToken | None
+    entity: Entity | None
 
 
 class RejectedEntityInfo(TypedDict, total=False):
@@ -2022,15 +2023,15 @@ class RejectedEntityInfo(TypedDict, total=False):
 
 
 class RejectedLogEventsInfo(TypedDict, total=False):
-    tooNewLogEventStartIndex: Optional[LogEventIndex]
-    tooOldLogEventEndIndex: Optional[LogEventIndex]
-    expiredLogEventEndIndex: Optional[LogEventIndex]
+    tooNewLogEventStartIndex: LogEventIndex | None
+    tooOldLogEventEndIndex: LogEventIndex | None
+    expiredLogEventEndIndex: LogEventIndex | None
 
 
 class PutLogEventsResponse(TypedDict, total=False):
-    nextSequenceToken: Optional[SequenceToken]
-    rejectedLogEventsInfo: Optional[RejectedLogEventsInfo]
-    rejectedEntityInfo: Optional[RejectedEntityInfo]
+    nextSequenceToken: SequenceToken | None
+    rejectedLogEventsInfo: RejectedLogEventsInfo | None
+    rejectedEntityInfo: RejectedEntityInfo | None
 
 
 class PutMetricFilterRequest(ServiceRequest):
@@ -2038,34 +2039,34 @@ class PutMetricFilterRequest(ServiceRequest):
     filterName: FilterName
     filterPattern: FilterPattern
     metricTransformations: MetricTransformations
-    applyOnTransformedLogs: Optional[ApplyOnTransformedLogs]
-    fieldSelectionCriteria: Optional[FieldSelectionCriteria]
-    emitSystemFieldDimensions: Optional[EmitSystemFields]
+    applyOnTransformedLogs: ApplyOnTransformedLogs | None
+    fieldSelectionCriteria: FieldSelectionCriteria | None
+    emitSystemFieldDimensions: EmitSystemFields | None
 
 
 class PutQueryDefinitionRequest(ServiceRequest):
-    queryLanguage: Optional[QueryLanguage]
+    queryLanguage: QueryLanguage | None
     name: QueryDefinitionName
-    queryDefinitionId: Optional[QueryId]
-    logGroupNames: Optional[LogGroupNames]
+    queryDefinitionId: QueryId | None
+    logGroupNames: LogGroupNames | None
     queryString: QueryDefinitionString
-    clientToken: Optional[ClientToken]
+    clientToken: ClientToken | None
 
 
 class PutQueryDefinitionResponse(TypedDict, total=False):
-    queryDefinitionId: Optional[QueryId]
+    queryDefinitionId: QueryId | None
 
 
 class PutResourcePolicyRequest(ServiceRequest):
-    policyName: Optional[PolicyName]
-    policyDocument: Optional[PolicyDocument]
-    resourceArn: Optional[Arn]
-    expectedRevisionId: Optional[ExpectedRevisionId]
+    policyName: PolicyName | None
+    policyDocument: PolicyDocument | None
+    resourceArn: Arn | None
+    expectedRevisionId: ExpectedRevisionId | None
 
 
 class PutResourcePolicyResponse(TypedDict, total=False):
-    resourcePolicy: Optional[ResourcePolicy]
-    revisionId: Optional[ExpectedRevisionId]
+    resourcePolicy: ResourcePolicy | None
+    revisionId: ExpectedRevisionId | None
 
 
 class PutRetentionPolicyRequest(ServiceRequest):
@@ -2078,11 +2079,11 @@ class PutSubscriptionFilterRequest(ServiceRequest):
     filterName: FilterName
     filterPattern: FilterPattern
     destinationArn: DestinationArn
-    roleArn: Optional[RoleArn]
-    distribution: Optional[Distribution]
-    applyOnTransformedLogs: Optional[ApplyOnTransformedLogs]
-    fieldSelectionCriteria: Optional[FieldSelectionCriteria]
-    emitSystemFields: Optional[EmitSystemFields]
+    roleArn: RoleArn | None
+    distribution: Distribution | None
+    applyOnTransformedLogs: ApplyOnTransformedLogs | None
+    fieldSelectionCriteria: FieldSelectionCriteria | None
+    emitSystemFields: EmitSystemFields | None
 
 
 class PutTransformerRequest(ServiceRequest):
@@ -2092,16 +2093,16 @@ class PutTransformerRequest(ServiceRequest):
 
 class StartLiveTailRequest(ServiceRequest):
     logGroupIdentifiers: StartLiveTailLogGroupIdentifiers
-    logStreamNames: Optional[InputLogStreamNames]
-    logStreamNamePrefixes: Optional[InputLogStreamNames]
-    logEventFilterPattern: Optional[FilterPattern]
+    logStreamNames: InputLogStreamNames | None
+    logStreamNamePrefixes: InputLogStreamNames | None
+    logEventFilterPattern: FilterPattern | None
 
 
 class StartLiveTailResponseStream(TypedDict, total=False):
-    sessionStart: Optional[LiveTailSessionStart]
-    sessionUpdate: Optional[LiveTailSessionUpdate]
-    SessionTimeoutException: Optional[SessionTimeoutException]
-    SessionStreamingException: Optional[SessionStreamingException]
+    sessionStart: LiveTailSessionStart | None
+    sessionUpdate: LiveTailSessionUpdate | None
+    SessionTimeoutException: SessionTimeoutException | None
+    SessionStreamingException: SessionStreamingException | None
 
 
 class StartLiveTailResponse(TypedDict, total=False):
@@ -2109,18 +2110,18 @@ class StartLiveTailResponse(TypedDict, total=False):
 
 
 class StartQueryRequest(ServiceRequest):
-    queryLanguage: Optional[QueryLanguage]
-    logGroupName: Optional[LogGroupName]
-    logGroupNames: Optional[LogGroupNames]
-    logGroupIdentifiers: Optional[LogGroupIdentifiers]
+    queryLanguage: QueryLanguage | None
+    logGroupName: LogGroupName | None
+    logGroupNames: LogGroupNames | None
+    logGroupIdentifiers: LogGroupIdentifiers | None
     startTime: Timestamp
     endTime: Timestamp
     queryString: QueryString
-    limit: Optional[EventsLimit]
+    limit: EventsLimit | None
 
 
 class StartQueryResponse(TypedDict, total=False):
-    queryId: Optional[QueryId]
+    queryId: QueryId | None
 
 
 class StopQueryRequest(ServiceRequest):
@@ -2128,16 +2129,16 @@ class StopQueryRequest(ServiceRequest):
 
 
 class StopQueryResponse(TypedDict, total=False):
-    success: Optional[Success]
+    success: Success | None
 
 
 class SuppressionPeriod(TypedDict, total=False):
-    value: Optional[Integer]
-    suppressionUnit: Optional[SuppressionUnit]
+    value: Integer | None
+    suppressionUnit: SuppressionUnit | None
 
 
-TagKeyList = List[TagKey]
-TagList = List[TagKey]
+TagKeyList = list[TagKey]
+TagList = list[TagKey]
 
 
 class TagLogGroupRequest(ServiceRequest):
@@ -2150,7 +2151,7 @@ class TagResourceRequest(ServiceRequest):
     tags: Tags
 
 
-TestEventMessages = List[EventMessage]
+TestEventMessages = list[EventMessage]
 
 
 class TestMetricFilterRequest(ServiceRequest):
@@ -2159,7 +2160,7 @@ class TestMetricFilterRequest(ServiceRequest):
 
 
 class TestMetricFilterResponse(TypedDict, total=False):
-    matches: Optional[MetricFilterMatches]
+    matches: MetricFilterMatches | None
 
 
 class TestTransformerRequest(ServiceRequest):
@@ -2168,16 +2169,16 @@ class TestTransformerRequest(ServiceRequest):
 
 
 class TransformedLogRecord(TypedDict, total=False):
-    eventNumber: Optional[EventNumber]
-    eventMessage: Optional[EventMessage]
-    transformedEventMessage: Optional[TransformedEventMessage]
+    eventNumber: EventNumber | None
+    eventMessage: EventMessage | None
+    transformedEventMessage: TransformedEventMessage | None
 
 
-TransformedLogs = List[TransformedLogRecord]
+TransformedLogs = list[TransformedLogRecord]
 
 
 class TestTransformerResponse(TypedDict, total=False):
-    transformedLogs: Optional[TransformedLogs]
+    transformedLogs: TransformedLogs | None
 
 
 class UntagLogGroupRequest(ServiceRequest):
@@ -2191,19 +2192,19 @@ class UntagResourceRequest(ServiceRequest):
 
 
 class UpdateAnomalyRequest(ServiceRequest):
-    anomalyId: Optional[AnomalyId]
-    patternId: Optional[PatternId]
+    anomalyId: AnomalyId | None
+    patternId: PatternId | None
     anomalyDetectorArn: AnomalyDetectorArn
-    suppressionType: Optional[SuppressionType]
-    suppressionPeriod: Optional[SuppressionPeriod]
-    baseline: Optional[Baseline]
+    suppressionType: SuppressionType | None
+    suppressionPeriod: SuppressionPeriod | None
+    baseline: Baseline | None
 
 
 class UpdateDeliveryConfigurationRequest(ServiceRequest):
     id: DeliveryId
-    recordFields: Optional[RecordFields]
-    fieldDelimiter: Optional[FieldDelimiter]
-    s3DeliveryConfiguration: Optional[S3DeliveryConfiguration]
+    recordFields: RecordFields | None
+    fieldDelimiter: FieldDelimiter | None
+    s3DeliveryConfiguration: S3DeliveryConfiguration | None
 
 
 class UpdateDeliveryConfigurationResponse(TypedDict, total=False):
@@ -2212,15 +2213,15 @@ class UpdateDeliveryConfigurationResponse(TypedDict, total=False):
 
 class UpdateLogAnomalyDetectorRequest(ServiceRequest):
     anomalyDetectorArn: AnomalyDetectorArn
-    evaluationFrequency: Optional[EvaluationFrequency]
-    filterPattern: Optional[FilterPattern]
-    anomalyVisibilityTime: Optional[AnomalyVisibilityTime]
+    evaluationFrequency: EvaluationFrequency | None
+    filterPattern: FilterPattern | None
+    anomalyVisibilityTime: AnomalyVisibilityTime | None
     enabled: Boolean
 
 
 class LogsApi:
-    service = "logs"
-    version = "2014-03-28"
+    service: str = "logs"
+    version: str = "2014-03-28"
 
     @handler("AssociateKmsKey")
     def associate_kms_key(
diff --git a/localstack-core/localstack/aws/api/opensearch/__init__.py b/localstack-core/localstack/aws/api/opensearch/__init__.py
index 2e97a7ad84e7e..e6040af226ff6 100644
--- a/localstack-core/localstack/aws/api/opensearch/__init__.py
+++ b/localstack-core/localstack/aws/api/opensearch/__init__.py
@@ -1,6 +1,6 @@
 from datetime import datetime
 from enum import StrEnum
-from typing import Dict, List, Optional, TypedDict
+from typing import TypedDict
 
 from localstack.aws.api import RequestContext, ServiceException, ServiceRequest, handler
 
@@ -669,14 +669,14 @@ class ResourceNotFoundException(ServiceException):
 
 
 Long = int
-SlotList = List[Long]
+SlotList = list[Long]
 
 
 class SlotNotAvailableException(ServiceException):
     code: str = "SlotNotAvailableException"
     sender_fault: bool = False
     status_code: int = 409
-    SlotSuggestions: Optional[SlotList]
+    SlotSuggestions: SlotList | None
 
 
 class ValidationException(ServiceException):
@@ -686,26 +686,26 @@ class ValidationException(ServiceException):
 
 
 class S3VectorsEngine(TypedDict, total=False):
-    Enabled: Optional[Boolean]
+    Enabled: Boolean | None
 
 
 class NaturalLanguageQueryGenerationOptionsInput(TypedDict, total=False):
-    DesiredState: Optional[NaturalLanguageQueryGenerationDesiredState]
+    DesiredState: NaturalLanguageQueryGenerationDesiredState | None
 
 
 class AIMLOptionsInput(TypedDict, total=False):
-    NaturalLanguageQueryGenerationOptions: Optional[NaturalLanguageQueryGenerationOptionsInput]
-    S3VectorsEngine: Optional[S3VectorsEngine]
+    NaturalLanguageQueryGenerationOptions: NaturalLanguageQueryGenerationOptionsInput | None
+    S3VectorsEngine: S3VectorsEngine | None
 
 
 class NaturalLanguageQueryGenerationOptionsOutput(TypedDict, total=False):
-    DesiredState: Optional[NaturalLanguageQueryGenerationDesiredState]
-    CurrentState: Optional[NaturalLanguageQueryGenerationCurrentState]
+    DesiredState: NaturalLanguageQueryGenerationDesiredState | None
+    CurrentState: NaturalLanguageQueryGenerationCurrentState | None
 
 
 class AIMLOptionsOutput(TypedDict, total=False):
-    NaturalLanguageQueryGenerationOptions: Optional[NaturalLanguageQueryGenerationOptionsOutput]
-    S3VectorsEngine: Optional[S3VectorsEngine]
+    NaturalLanguageQueryGenerationOptions: NaturalLanguageQueryGenerationOptionsOutput | None
+    S3VectorsEngine: S3VectorsEngine | None
 
 
 UpdateTimestamp = datetime
@@ -714,20 +714,20 @@ class AIMLOptionsOutput(TypedDict, total=False):
 class OptionStatus(TypedDict, total=False):
     CreationDate: UpdateTimestamp
     UpdateDate: UpdateTimestamp
-    UpdateVersion: Optional[UIntValue]
+    UpdateVersion: UIntValue | None
     State: OptionState
-    PendingDeletion: Optional[Boolean]
+    PendingDeletion: Boolean | None
 
 
 class AIMLOptionsStatus(TypedDict, total=False):
-    Options: Optional[AIMLOptionsOutput]
-    Status: Optional[OptionStatus]
+    Options: AIMLOptionsOutput | None
+    Status: OptionStatus | None
 
 
 class AWSDomainInformation(TypedDict, total=False):
-    OwnerId: Optional[OwnerId]
+    OwnerId: OwnerId | None
     DomainName: DomainName
-    Region: Optional[Region]
+    Region: Region | None
 
 
 class AcceptInboundConnectionRequest(ServiceRequest):
@@ -735,24 +735,24 @@ class AcceptInboundConnectionRequest(ServiceRequest):
 
 
 class InboundConnectionStatus(TypedDict, total=False):
-    StatusCode: Optional[InboundConnectionStatusCode]
-    Message: Optional[ConnectionStatusMessage]
+    StatusCode: InboundConnectionStatusCode | None
+    Message: ConnectionStatusMessage | None
 
 
 class DomainInformationContainer(TypedDict, total=False):
-    AWSDomainInformation: Optional[AWSDomainInformation]
+    AWSDomainInformation: AWSDomainInformation | None
 
 
 class InboundConnection(TypedDict, total=False):
-    LocalDomainInfo: Optional[DomainInformationContainer]
-    RemoteDomainInfo: Optional[DomainInformationContainer]
-    ConnectionId: Optional[ConnectionId]
-    ConnectionStatus: Optional[InboundConnectionStatus]
-    ConnectionMode: Optional[ConnectionMode]
+    LocalDomainInfo: DomainInformationContainer | None
+    RemoteDomainInfo: DomainInformationContainer | None
+    ConnectionId: ConnectionId | None
+    ConnectionStatus: InboundConnectionStatus | None
+    ConnectionMode: ConnectionMode | None
 
 
 class AcceptInboundConnectionResponse(TypedDict, total=False):
-    Connection: Optional[InboundConnection]
+    Connection: InboundConnection | None
 
 
 class AccessPoliciesStatus(TypedDict, total=False):
@@ -761,22 +761,22 @@ class AccessPoliciesStatus(TypedDict, total=False):
 
 
 class S3GlueDataCatalog(TypedDict, total=False):
-    RoleArn: Optional[RoleArn]
+    RoleArn: RoleArn | None
 
 
 class DataSourceType(TypedDict, total=False):
-    S3GlueDataCatalog: Optional[S3GlueDataCatalog]
+    S3GlueDataCatalog: S3GlueDataCatalog | None
 
 
 class AddDataSourceRequest(ServiceRequest):
     DomainName: DomainName
     Name: DataSourceName
     DataSourceType: DataSourceType
-    Description: Optional[DataSourceDescription]
+    Description: DataSourceDescription | None
 
 
 class AddDataSourceResponse(TypedDict, total=False):
-    Message: Optional[String]
+    Message: String | None
 
 
 class Tag(TypedDict, total=False):
@@ -784,8 +784,8 @@ class Tag(TypedDict, total=False):
     Value: TagValue
 
 
-TagList = List[Tag]
-DirectQueryOpenSearchARNList = List[ARN]
+TagList = list[Tag]
+DirectQueryOpenSearchARNList = list[ARN]
 
 
 class SecurityLakeDirectQueryDataSource(TypedDict, total=False):
@@ -797,20 +797,20 @@ class CloudWatchDirectQueryDataSource(TypedDict, total=False):
 
 
 class DirectQueryDataSourceType(TypedDict, total=False):
-    CloudWatchLog: Optional[CloudWatchDirectQueryDataSource]
-    SecurityLake: Optional[SecurityLakeDirectQueryDataSource]
+    CloudWatchLog: CloudWatchDirectQueryDataSource | None
+    SecurityLake: SecurityLakeDirectQueryDataSource | None
 
 
 class AddDirectQueryDataSourceRequest(ServiceRequest):
     DataSourceName: DirectQueryDataSourceName
     DataSourceType: DirectQueryDataSourceType
-    Description: Optional[DirectQueryDataSourceDescription]
+    Description: DirectQueryDataSourceDescription | None
     OpenSearchArns: DirectQueryOpenSearchARNList
-    TagList: Optional[TagList]
+    TagList: TagList | None
 
 
 class AddDirectQueryDataSourceResponse(TypedDict, total=False):
-    DataSourceArn: Optional[String]
+    DataSourceArn: String | None
 
 
 class AddTagsRequest(ServiceRequest):
@@ -818,16 +818,16 @@ class AddTagsRequest(ServiceRequest):
     TagList: TagList
 
 
-LimitValueList = List[LimitValue]
+LimitValueList = list[LimitValue]
 
 
 class AdditionalLimit(TypedDict, total=False):
-    LimitName: Optional[LimitName]
-    LimitValues: Optional[LimitValueList]
+    LimitName: LimitName | None
+    LimitValues: LimitValueList | None
 
 
-AdditionalLimitList = List[AdditionalLimit]
-AdvancedOptions = Dict[String, String]
+AdditionalLimitList = list[AdditionalLimit]
+AdvancedOptions = dict[String, String]
 
 
 class AdvancedOptionsStatus(TypedDict, total=False):
@@ -839,16 +839,16 @@ class AdvancedOptionsStatus(TypedDict, total=False):
 
 
 class IAMFederationOptionsOutput(TypedDict, total=False):
-    Enabled: Optional[Boolean]
-    SubjectKey: Optional[IAMFederationSubjectKey]
-    RolesKey: Optional[IAMFederationRolesKey]
+    Enabled: Boolean | None
+    SubjectKey: IAMFederationSubjectKey | None
+    RolesKey: IAMFederationRolesKey | None
 
 
 class JWTOptionsOutput(TypedDict, total=False):
-    Enabled: Optional[Boolean]
-    SubjectKey: Optional[String]
-    RolesKey: Optional[String]
-    PublicKey: Optional[String]
+    Enabled: Boolean | None
+    SubjectKey: String | None
+    RolesKey: String | None
+    PublicKey: String | None
 
 
 class SAMLIdp(TypedDict, total=False):
@@ -857,60 +857,60 @@ class SAMLIdp(TypedDict, total=False):
 
 
 class SAMLOptionsOutput(TypedDict, total=False):
-    Enabled: Optional[Boolean]
-    Idp: Optional[SAMLIdp]
-    SubjectKey: Optional[String]
-    RolesKey: Optional[String]
-    SessionTimeoutMinutes: Optional[IntegerClass]
+    Enabled: Boolean | None
+    Idp: SAMLIdp | None
+    SubjectKey: String | None
+    RolesKey: String | None
+    SessionTimeoutMinutes: IntegerClass | None
 
 
 class AdvancedSecurityOptions(TypedDict, total=False):
-    Enabled: Optional[Boolean]
-    InternalUserDatabaseEnabled: Optional[Boolean]
-    SAMLOptions: Optional[SAMLOptionsOutput]
-    JWTOptions: Optional[JWTOptionsOutput]
-    IAMFederationOptions: Optional[IAMFederationOptionsOutput]
-    AnonymousAuthDisableDate: Optional[DisableTimestamp]
-    AnonymousAuthEnabled: Optional[Boolean]
+    Enabled: Boolean | None
+    InternalUserDatabaseEnabled: Boolean | None
+    SAMLOptions: SAMLOptionsOutput | None
+    JWTOptions: JWTOptionsOutput | None
+    IAMFederationOptions: IAMFederationOptionsOutput | None
+    AnonymousAuthDisableDate: DisableTimestamp | None
+    AnonymousAuthEnabled: Boolean | None
 
 
 class IAMFederationOptionsInput(TypedDict, total=False):
-    Enabled: Optional[Boolean]
-    SubjectKey: Optional[IAMFederationSubjectKey]
-    RolesKey: Optional[IAMFederationRolesKey]
+    Enabled: Boolean | None
+    SubjectKey: IAMFederationSubjectKey | None
+    RolesKey: IAMFederationRolesKey | None
 
 
 class JWTOptionsInput(TypedDict, total=False):
-    Enabled: Optional[Boolean]
-    SubjectKey: Optional[SubjectKey]
-    RolesKey: Optional[RolesKey]
-    PublicKey: Optional[String]
+    Enabled: Boolean | None
+    SubjectKey: SubjectKey | None
+    RolesKey: RolesKey | None
+    PublicKey: String | None
 
 
 class SAMLOptionsInput(TypedDict, total=False):
-    Enabled: Optional[Boolean]
-    Idp: Optional[SAMLIdp]
-    MasterUserName: Optional[Username]
-    MasterBackendRole: Optional[BackendRole]
-    SubjectKey: Optional[String]
-    RolesKey: Optional[String]
-    SessionTimeoutMinutes: Optional[IntegerClass]
+    Enabled: Boolean | None
+    Idp: SAMLIdp | None
+    MasterUserName: Username | None
+    MasterBackendRole: BackendRole | None
+    SubjectKey: String | None
+    RolesKey: String | None
+    SessionTimeoutMinutes: IntegerClass | None
 
 
 class MasterUserOptions(TypedDict, total=False):
-    MasterUserARN: Optional[ARN]
-    MasterUserName: Optional[Username]
-    MasterUserPassword: Optional[Password]
+    MasterUserARN: ARN | None
+    MasterUserName: Username | None
+    MasterUserPassword: Password | None
 
 
 class AdvancedSecurityOptionsInput(TypedDict, total=False):
-    Enabled: Optional[Boolean]
-    InternalUserDatabaseEnabled: Optional[Boolean]
-    MasterUserOptions: Optional[MasterUserOptions]
-    SAMLOptions: Optional[SAMLOptionsInput]
-    JWTOptions: Optional[JWTOptionsInput]
-    IAMFederationOptions: Optional[IAMFederationOptionsInput]
-    AnonymousAuthEnabled: Optional[Boolean]
+    Enabled: Boolean | None
+    InternalUserDatabaseEnabled: Boolean | None
+    MasterUserOptions: MasterUserOptions | None
+    SAMLOptions: SAMLOptionsInput | None
+    JWTOptions: JWTOptionsInput | None
+    IAMFederationOptions: IAMFederationOptionsInput | None
+    AnonymousAuthEnabled: Boolean | None
 
 
 class AdvancedSecurityOptionsStatus(TypedDict, total=False):
@@ -919,80 +919,80 @@ class AdvancedSecurityOptionsStatus(TypedDict, total=False):
 
 
 class AppConfig(TypedDict, total=False):
-    key: Optional[AppConfigType]
-    value: Optional[AppConfigValue]
+    key: AppConfigType | None
+    value: AppConfigValue | None
 
 
-AppConfigs = List[AppConfig]
-ApplicationStatuses = List[ApplicationStatus]
+AppConfigs = list[AppConfig]
+ApplicationStatuses = list[ApplicationStatus]
 Timestamp = datetime
 
 
 class ApplicationSummary(TypedDict, total=False):
-    id: Optional[Id]
-    arn: Optional[ARN]
-    name: Optional[ApplicationName]
-    endpoint: Optional[String]
-    status: Optional[ApplicationStatus]
-    createdAt: Optional[Timestamp]
-    lastUpdatedAt: Optional[Timestamp]
+    id: Id | None
+    arn: ARN | None
+    name: ApplicationName | None
+    endpoint: String | None
+    status: ApplicationStatus | None
+    createdAt: Timestamp | None
+    lastUpdatedAt: Timestamp | None
 
 
-ApplicationSummaries = List[ApplicationSummary]
+ApplicationSummaries = list[ApplicationSummary]
 
 
 class KeyStoreAccessOption(TypedDict, total=False):
-    KeyAccessRoleArn: Optional[RoleArn]
+    KeyAccessRoleArn: RoleArn | None
     KeyStoreAccessEnabled: Boolean
 
 
 class PackageAssociationConfiguration(TypedDict, total=False):
-    KeyStoreAccessOption: Optional[KeyStoreAccessOption]
+    KeyStoreAccessOption: KeyStoreAccessOption | None
 
 
-PackageIDList = List[PackageID]
+PackageIDList = list[PackageID]
 
 
 class AssociatePackageRequest(ServiceRequest):
     PackageID: PackageID
     DomainName: DomainName
-    PrerequisitePackageIDList: Optional[PackageIDList]
-    AssociationConfiguration: Optional[PackageAssociationConfiguration]
+    PrerequisitePackageIDList: PackageIDList | None
+    AssociationConfiguration: PackageAssociationConfiguration | None
 
 
 class ErrorDetails(TypedDict, total=False):
-    ErrorType: Optional[ErrorType]
-    ErrorMessage: Optional[ErrorMessage]
+    ErrorType: ErrorType | None
+    ErrorMessage: ErrorMessage | None
 
 
 LastUpdated = datetime
 
 
 class DomainPackageDetails(TypedDict, total=False):
-    PackageID: Optional[PackageID]
-    PackageName: Optional[PackageName]
-    PackageType: Optional[PackageType]
-    LastUpdated: Optional[LastUpdated]
-    DomainName: Optional[DomainName]
-    DomainPackageStatus: Optional[DomainPackageStatus]
-    PackageVersion: Optional[PackageVersion]
-    PrerequisitePackageIDList: Optional[PackageIDList]
-    ReferencePath: Optional[ReferencePath]
-    ErrorDetails: Optional[ErrorDetails]
-    AssociationConfiguration: Optional[PackageAssociationConfiguration]
+    PackageID: PackageID | None
+    PackageName: PackageName | None
+    PackageType: PackageType | None
+    LastUpdated: LastUpdated | None
+    DomainName: DomainName | None
+    DomainPackageStatus: DomainPackageStatus | None
+    PackageVersion: PackageVersion | None
+    PrerequisitePackageIDList: PackageIDList | None
+    ReferencePath: ReferencePath | None
+    ErrorDetails: ErrorDetails | None
+    AssociationConfiguration: PackageAssociationConfiguration | None
 
 
 class AssociatePackageResponse(TypedDict, total=False):
-    DomainPackageDetails: Optional[DomainPackageDetails]
+    DomainPackageDetails: DomainPackageDetails | None
 
 
 class PackageDetailsForAssociation(TypedDict, total=False):
     PackageID: PackageID
-    PrerequisitePackageIDList: Optional[PackageIDList]
-    AssociationConfiguration: Optional[PackageAssociationConfiguration]
+    PrerequisitePackageIDList: PackageIDList | None
+    AssociationConfiguration: PackageAssociationConfiguration | None
 
 
-PackageDetailsForAssociationList = List[PackageDetailsForAssociation]
+PackageDetailsForAssociationList = list[PackageDetailsForAssociation]
 
 
 class AssociatePackagesRequest(ServiceRequest):
@@ -1000,134 +1000,134 @@ class AssociatePackagesRequest(ServiceRequest):
     DomainName: DomainName
 
 
-DomainPackageDetailsList = List[DomainPackageDetails]
+DomainPackageDetailsList = list[DomainPackageDetails]
 
 
 class AssociatePackagesResponse(TypedDict, total=False):
-    DomainPackageDetailsList: Optional[DomainPackageDetailsList]
+    DomainPackageDetailsList: DomainPackageDetailsList | None
 
 
 class AuthorizeVpcEndpointAccessRequest(ServiceRequest):
     DomainName: DomainName
-    Account: Optional[AWSAccount]
-    Service: Optional[AWSServicePrincipal]
+    Account: AWSAccount | None
+    Service: AWSServicePrincipal | None
 
 
 class AuthorizedPrincipal(TypedDict, total=False):
-    PrincipalType: Optional[PrincipalType]
-    Principal: Optional[String]
+    PrincipalType: PrincipalType | None
+    Principal: String | None
 
 
 class AuthorizeVpcEndpointAccessResponse(TypedDict, total=False):
     AuthorizedPrincipal: AuthorizedPrincipal
 
 
-AuthorizedPrincipalList = List[AuthorizedPrincipal]
+AuthorizedPrincipalList = list[AuthorizedPrincipal]
 AutoTuneDate = datetime
 
 
 class ScheduledAutoTuneDetails(TypedDict, total=False):
-    Date: Optional[AutoTuneDate]
-    ActionType: Optional[ScheduledAutoTuneActionType]
-    Action: Optional[ScheduledAutoTuneDescription]
-    Severity: Optional[ScheduledAutoTuneSeverityType]
+    Date: AutoTuneDate | None
+    ActionType: ScheduledAutoTuneActionType | None
+    Action: ScheduledAutoTuneDescription | None
+    Severity: ScheduledAutoTuneSeverityType | None
 
 
 class AutoTuneDetails(TypedDict, total=False):
-    ScheduledAutoTuneDetails: Optional[ScheduledAutoTuneDetails]
+    ScheduledAutoTuneDetails: ScheduledAutoTuneDetails | None
 
 
 class AutoTune(TypedDict, total=False):
-    AutoTuneType: Optional[AutoTuneType]
-    AutoTuneDetails: Optional[AutoTuneDetails]
+    AutoTuneType: AutoTuneType | None
+    AutoTuneDetails: AutoTuneDetails | None
 
 
-AutoTuneList = List[AutoTune]
+AutoTuneList = list[AutoTune]
 DurationValue = int
 
 
 class Duration(TypedDict, total=False):
-    Value: Optional[DurationValue]
-    Unit: Optional[TimeUnit]
+    Value: DurationValue | None
+    Unit: TimeUnit | None
 
 
 StartAt = datetime
 
 
 class AutoTuneMaintenanceSchedule(TypedDict, total=False):
-    StartAt: Optional[StartAt]
-    Duration: Optional[Duration]
-    CronExpressionForRecurrence: Optional[String]
+    StartAt: StartAt | None
+    Duration: Duration | None
+    CronExpressionForRecurrence: String | None
 
 
-AutoTuneMaintenanceScheduleList = List[AutoTuneMaintenanceSchedule]
+AutoTuneMaintenanceScheduleList = list[AutoTuneMaintenanceSchedule]
 
 
 class AutoTuneOptions(TypedDict, total=False):
-    DesiredState: Optional[AutoTuneDesiredState]
-    RollbackOnDisable: Optional[RollbackOnDisable]
-    MaintenanceSchedules: Optional[AutoTuneMaintenanceScheduleList]
-    UseOffPeakWindow: Optional[Boolean]
+    DesiredState: AutoTuneDesiredState | None
+    RollbackOnDisable: RollbackOnDisable | None
+    MaintenanceSchedules: AutoTuneMaintenanceScheduleList | None
+    UseOffPeakWindow: Boolean | None
 
 
 class AutoTuneOptionsInput(TypedDict, total=False):
-    DesiredState: Optional[AutoTuneDesiredState]
-    MaintenanceSchedules: Optional[AutoTuneMaintenanceScheduleList]
-    UseOffPeakWindow: Optional[Boolean]
+    DesiredState: AutoTuneDesiredState | None
+    MaintenanceSchedules: AutoTuneMaintenanceScheduleList | None
+    UseOffPeakWindow: Boolean | None
 
 
 class AutoTuneOptionsOutput(TypedDict, total=False):
-    State: Optional[AutoTuneState]
-    ErrorMessage: Optional[String]
-    UseOffPeakWindow: Optional[Boolean]
+    State: AutoTuneState | None
+    ErrorMessage: String | None
+    UseOffPeakWindow: Boolean | None
 
 
 class AutoTuneStatus(TypedDict, total=False):
     CreationDate: UpdateTimestamp
     UpdateDate: UpdateTimestamp
-    UpdateVersion: Optional[UIntValue]
+    UpdateVersion: UIntValue | None
     State: AutoTuneState
-    ErrorMessage: Optional[String]
-    PendingDeletion: Optional[Boolean]
+    ErrorMessage: String | None
+    PendingDeletion: Boolean | None
 
 
 class AutoTuneOptionsStatus(TypedDict, total=False):
-    Options: Optional[AutoTuneOptions]
-    Status: Optional[AutoTuneStatus]
+    Options: AutoTuneOptions | None
+    Status: AutoTuneStatus | None
 
 
 class AvailabilityZoneInfo(TypedDict, total=False):
-    AvailabilityZoneName: Optional[AvailabilityZone]
-    ZoneStatus: Optional[ZoneStatus]
-    ConfiguredDataNodeCount: Optional[NumberOfNodes]
-    AvailableDataNodeCount: Optional[NumberOfNodes]
-    TotalShards: Optional[NumberOfShards]
-    TotalUnAssignedShards: Optional[NumberOfShards]
+    AvailabilityZoneName: AvailabilityZone | None
+    ZoneStatus: ZoneStatus | None
+    ConfiguredDataNodeCount: NumberOfNodes | None
+    AvailableDataNodeCount: NumberOfNodes | None
+    TotalShards: NumberOfShards | None
+    TotalUnAssignedShards: NumberOfShards | None
 
 
-AvailabilityZoneInfoList = List[AvailabilityZoneInfo]
-AvailabilityZoneList = List[AvailabilityZone]
+AvailabilityZoneInfoList = list[AvailabilityZoneInfo]
+AvailabilityZoneList = list[AvailabilityZone]
 
 
 class CancelDomainConfigChangeRequest(ServiceRequest):
     DomainName: DomainName
-    DryRun: Optional[DryRun]
+    DryRun: DryRun | None
 
 
 class CancelledChangeProperty(TypedDict, total=False):
-    PropertyName: Optional[String]
-    CancelledValue: Optional[String]
-    ActiveValue: Optional[String]
+    PropertyName: String | None
+    CancelledValue: String | None
+    ActiveValue: String | None
 
 
-CancelledChangePropertyList = List[CancelledChangeProperty]
-GUIDList = List[GUID]
+CancelledChangePropertyList = list[CancelledChangeProperty]
+GUIDList = list[GUID]
 
 
 class CancelDomainConfigChangeResponse(TypedDict, total=False):
-    CancelledChangeIds: Optional[GUIDList]
-    CancelledChangeProperties: Optional[CancelledChangePropertyList]
-    DryRun: Optional[DryRun]
+    CancelledChangeIds: GUIDList | None
+    CancelledChangeProperties: CancelledChangePropertyList | None
+    DryRun: DryRun | None
 
 
 class CancelServiceSoftwareUpdateRequest(ServiceRequest):
@@ -1138,65 +1138,65 @@ class CancelServiceSoftwareUpdateRequest(ServiceRequest):
 
 
 class ServiceSoftwareOptions(TypedDict, total=False):
-    CurrentVersion: Optional[String]
-    NewVersion: Optional[String]
-    UpdateAvailable: Optional[Boolean]
-    Cancellable: Optional[Boolean]
-    UpdateStatus: Optional[DeploymentStatus]
-    Description: Optional[String]
-    AutomatedUpdateDate: Optional[DeploymentCloseDateTimeStamp]
-    OptionalDeployment: Optional[Boolean]
+    CurrentVersion: String | None
+    NewVersion: String | None
+    UpdateAvailable: Boolean | None
+    Cancellable: Boolean | None
+    UpdateStatus: DeploymentStatus | None
+    Description: String | None
+    AutomatedUpdateDate: DeploymentCloseDateTimeStamp | None
+    OptionalDeployment: Boolean | None
 
 
 class CancelServiceSoftwareUpdateResponse(TypedDict, total=False):
-    ServiceSoftwareOptions: Optional[ServiceSoftwareOptions]
+    ServiceSoftwareOptions: ServiceSoftwareOptions | None
 
 
 class ChangeProgressDetails(TypedDict, total=False):
-    ChangeId: Optional[GUID]
-    Message: Optional[Message]
-    ConfigChangeStatus: Optional[ConfigChangeStatus]
-    InitiatedBy: Optional[InitiatedBy]
-    StartTime: Optional[UpdateTimestamp]
-    LastUpdatedTime: Optional[UpdateTimestamp]
+    ChangeId: GUID | None
+    Message: Message | None
+    ConfigChangeStatus: ConfigChangeStatus | None
+    InitiatedBy: InitiatedBy | None
+    StartTime: UpdateTimestamp | None
+    LastUpdatedTime: UpdateTimestamp | None
 
 
 class ChangeProgressStage(TypedDict, total=False):
-    Name: Optional[ChangeProgressStageName]
-    Status: Optional[ChangeProgressStageStatus]
-    Description: Optional[Description]
-    LastUpdated: Optional[LastUpdated]
+    Name: ChangeProgressStageName | None
+    Status: ChangeProgressStageStatus | None
+    Description: Description | None
+    LastUpdated: LastUpdated | None
 
 
-ChangeProgressStageList = List[ChangeProgressStage]
-StringList = List[String]
+ChangeProgressStageList = list[ChangeProgressStage]
+StringList = list[String]
 
 
 class ChangeProgressStatusDetails(TypedDict, total=False):
-    ChangeId: Optional[GUID]
-    StartTime: Optional[UpdateTimestamp]
-    Status: Optional[OverallChangeStatus]
-    PendingProperties: Optional[StringList]
-    CompletedProperties: Optional[StringList]
-    TotalNumberOfStages: Optional[TotalNumberOfStages]
-    ChangeProgressStages: Optional[ChangeProgressStageList]
-    LastUpdatedTime: Optional[UpdateTimestamp]
-    ConfigChangeStatus: Optional[ConfigChangeStatus]
-    InitiatedBy: Optional[InitiatedBy]
+    ChangeId: GUID | None
+    StartTime: UpdateTimestamp | None
+    Status: OverallChangeStatus | None
+    PendingProperties: StringList | None
+    CompletedProperties: StringList | None
+    TotalNumberOfStages: TotalNumberOfStages | None
+    ChangeProgressStages: ChangeProgressStageList | None
+    LastUpdatedTime: UpdateTimestamp | None
+    ConfigChangeStatus: ConfigChangeStatus | None
+    InitiatedBy: InitiatedBy | None
 
 
 class NodeConfig(TypedDict, total=False):
-    Enabled: Optional[Boolean]
-    Type: Optional[OpenSearchPartitionInstanceType]
-    Count: Optional[IntegerClass]
+    Enabled: Boolean | None
+    Type: OpenSearchPartitionInstanceType | None
+    Count: IntegerClass | None
 
 
 class NodeOption(TypedDict, total=False):
-    NodeType: Optional[NodeOptionsNodeType]
-    NodeConfig: Optional[NodeConfig]
+    NodeType: NodeOptionsNodeType | None
+    NodeConfig: NodeConfig | None
 
 
-NodeOptionsList = List[NodeOption]
+NodeOptionsList = list[NodeOption]
 
 
 class ColdStorageOptions(TypedDict, total=False):
@@ -1204,23 +1204,23 @@ class ColdStorageOptions(TypedDict, total=False):
 
 
 class ZoneAwarenessConfig(TypedDict, total=False):
-    AvailabilityZoneCount: Optional[IntegerClass]
+    AvailabilityZoneCount: IntegerClass | None
 
 
 class ClusterConfig(TypedDict, total=False):
-    InstanceType: Optional[OpenSearchPartitionInstanceType]
-    InstanceCount: Optional[IntegerClass]
-    DedicatedMasterEnabled: Optional[Boolean]
-    ZoneAwarenessEnabled: Optional[Boolean]
-    ZoneAwarenessConfig: Optional[ZoneAwarenessConfig]
-    DedicatedMasterType: Optional[OpenSearchPartitionInstanceType]
-    DedicatedMasterCount: Optional[IntegerClass]
-    WarmEnabled: Optional[Boolean]
-    WarmType: Optional[OpenSearchWarmPartitionInstanceType]
-    WarmCount: Optional[IntegerClass]
-    ColdStorageOptions: Optional[ColdStorageOptions]
-    MultiAZWithStandbyEnabled: Optional[Boolean]
-    NodeOptions: Optional[NodeOptionsList]
+    InstanceType: OpenSearchPartitionInstanceType | None
+    InstanceCount: IntegerClass | None
+    DedicatedMasterEnabled: Boolean | None
+    ZoneAwarenessEnabled: Boolean | None
+    ZoneAwarenessConfig: ZoneAwarenessConfig | None
+    DedicatedMasterType: OpenSearchPartitionInstanceType | None
+    DedicatedMasterCount: IntegerClass | None
+    WarmEnabled: Boolean | None
+    WarmType: OpenSearchWarmPartitionInstanceType | None
+    WarmCount: IntegerClass | None
+    ColdStorageOptions: ColdStorageOptions | None
+    MultiAZWithStandbyEnabled: Boolean | None
+    NodeOptions: NodeOptionsList | None
 
 
 class ClusterConfigStatus(TypedDict, total=False):
@@ -1229,10 +1229,10 @@ class ClusterConfigStatus(TypedDict, total=False):
 
 
 class CognitoOptions(TypedDict, total=False):
-    Enabled: Optional[Boolean]
-    UserPoolId: Optional[UserPoolId]
-    IdentityPoolId: Optional[IdentityPoolId]
-    RoleArn: Optional[RoleArn]
+    Enabled: Boolean | None
+    UserPoolId: UserPoolId | None
+    IdentityPoolId: IdentityPoolId | None
+    RoleArn: RoleArn | None
 
 
 class CognitoOptionsStatus(TypedDict, total=False):
@@ -1240,69 +1240,69 @@ class CognitoOptionsStatus(TypedDict, total=False):
     Status: OptionStatus
 
 
-VersionList = List[VersionString]
+VersionList = list[VersionString]
 
 
 class CompatibleVersionsMap(TypedDict, total=False):
-    SourceVersion: Optional[VersionString]
-    TargetVersions: Optional[VersionList]
+    SourceVersion: VersionString | None
+    TargetVersions: VersionList | None
 
 
-CompatibleVersionsList = List[CompatibleVersionsMap]
+CompatibleVersionsList = list[CompatibleVersionsMap]
 
 
 class CrossClusterSearchConnectionProperties(TypedDict, total=False):
-    SkipUnavailable: Optional[SkipUnavailableStatus]
+    SkipUnavailable: SkipUnavailableStatus | None
 
 
 class ConnectionProperties(TypedDict, total=False):
-    Endpoint: Optional[Endpoint]
-    CrossClusterSearch: Optional[CrossClusterSearchConnectionProperties]
+    Endpoint: Endpoint | None
+    CrossClusterSearch: CrossClusterSearchConnectionProperties | None
 
 
 class IamIdentityCenterOptionsInput(TypedDict, total=False):
-    enabled: Optional[Boolean]
-    iamIdentityCenterInstanceArn: Optional[ARN]
-    iamRoleForIdentityCenterApplicationArn: Optional[RoleArn]
+    enabled: Boolean | None
+    iamIdentityCenterInstanceArn: ARN | None
+    iamRoleForIdentityCenterApplicationArn: RoleArn | None
 
 
 class DataSource(TypedDict, total=False):
-    dataSourceArn: Optional[ARN]
-    dataSourceDescription: Optional[DataSourceDescription]
+    dataSourceArn: ARN | None
+    dataSourceDescription: DataSourceDescription | None
 
 
-DataSources = List[DataSource]
+DataSources = list[DataSource]
 
 
 class CreateApplicationRequest(ServiceRequest):
-    clientToken: Optional[ClientToken]
+    clientToken: ClientToken | None
     name: ApplicationName
-    dataSources: Optional[DataSources]
-    iamIdentityCenterOptions: Optional[IamIdentityCenterOptionsInput]
-    appConfigs: Optional[AppConfigs]
-    tagList: Optional[TagList]
+    dataSources: DataSources | None
+    iamIdentityCenterOptions: IamIdentityCenterOptionsInput | None
+    appConfigs: AppConfigs | None
+    tagList: TagList | None
 
 
 class IamIdentityCenterOptions(TypedDict, total=False):
-    enabled: Optional[Boolean]
-    iamIdentityCenterInstanceArn: Optional[ARN]
-    iamRoleForIdentityCenterApplicationArn: Optional[RoleArn]
-    iamIdentityCenterApplicationArn: Optional[ARN]
+    enabled: Boolean | None
+    iamIdentityCenterInstanceArn: ARN | None
+    iamRoleForIdentityCenterApplicationArn: RoleArn | None
+    iamIdentityCenterApplicationArn: ARN | None
 
 
 class CreateApplicationResponse(TypedDict, total=False):
-    id: Optional[Id]
-    name: Optional[ApplicationName]
-    arn: Optional[ARN]
-    dataSources: Optional[DataSources]
-    iamIdentityCenterOptions: Optional[IamIdentityCenterOptions]
-    appConfigs: Optional[AppConfigs]
-    tagList: Optional[TagList]
-    createdAt: Optional[Timestamp]
+    id: Id | None
+    name: ApplicationName | None
+    arn: ARN | None
+    dataSources: DataSources | None
+    iamIdentityCenterOptions: IamIdentityCenterOptions | None
+    appConfigs: AppConfigs | None
+    tagList: TagList | None
+    createdAt: Timestamp | None
 
 
 class SoftwareUpdateOptions(TypedDict, total=False):
-    AutoSoftwareUpdateEnabled: Optional[Boolean]
+    AutoSoftwareUpdateEnabled: Boolean | None
 
 
 StartTimeMinutes = int
@@ -1315,182 +1315,182 @@ class WindowStartTime(TypedDict, total=False):
 
 
 class OffPeakWindow(TypedDict, total=False):
-    WindowStartTime: Optional[WindowStartTime]
+    WindowStartTime: WindowStartTime | None
 
 
 class OffPeakWindowOptions(TypedDict, total=False):
-    Enabled: Optional[Boolean]
-    OffPeakWindow: Optional[OffPeakWindow]
+    Enabled: Boolean | None
+    OffPeakWindow: OffPeakWindow | None
 
 
 class IdentityCenterOptionsInput(TypedDict, total=False):
-    EnabledAPIAccess: Optional[Boolean]
-    IdentityCenterInstanceARN: Optional[IdentityCenterInstanceARN]
-    SubjectKey: Optional[SubjectKeyIdCOption]
-    RolesKey: Optional[RolesKeyIdCOption]
+    EnabledAPIAccess: Boolean | None
+    IdentityCenterInstanceARN: IdentityCenterInstanceARN | None
+    SubjectKey: SubjectKeyIdCOption | None
+    RolesKey: RolesKeyIdCOption | None
 
 
 class DomainEndpointOptions(TypedDict, total=False):
-    EnforceHTTPS: Optional[Boolean]
-    TLSSecurityPolicy: Optional[TLSSecurityPolicy]
-    CustomEndpointEnabled: Optional[Boolean]
-    CustomEndpoint: Optional[DomainNameFqdn]
-    CustomEndpointCertificateArn: Optional[ARN]
+    EnforceHTTPS: Boolean | None
+    TLSSecurityPolicy: TLSSecurityPolicy | None
+    CustomEndpointEnabled: Boolean | None
+    CustomEndpoint: DomainNameFqdn | None
+    CustomEndpointCertificateArn: ARN | None
 
 
 class LogPublishingOption(TypedDict, total=False):
-    CloudWatchLogsLogGroupArn: Optional[CloudWatchLogsLogGroupArn]
-    Enabled: Optional[Boolean]
+    CloudWatchLogsLogGroupArn: CloudWatchLogsLogGroupArn | None
+    Enabled: Boolean | None
 
 
-LogPublishingOptions = Dict[LogType, LogPublishingOption]
+LogPublishingOptions = dict[LogType, LogPublishingOption]
 
 
 class NodeToNodeEncryptionOptions(TypedDict, total=False):
-    Enabled: Optional[Boolean]
+    Enabled: Boolean | None
 
 
 class EncryptionAtRestOptions(TypedDict, total=False):
-    Enabled: Optional[Boolean]
-    KmsKeyId: Optional[KmsKeyId]
+    Enabled: Boolean | None
+    KmsKeyId: KmsKeyId | None
 
 
 class VPCOptions(TypedDict, total=False):
-    SubnetIds: Optional[StringList]
-    SecurityGroupIds: Optional[StringList]
+    SubnetIds: StringList | None
+    SecurityGroupIds: StringList | None
 
 
 class SnapshotOptions(TypedDict, total=False):
-    AutomatedSnapshotStartHour: Optional[IntegerClass]
+    AutomatedSnapshotStartHour: IntegerClass | None
 
 
 class EBSOptions(TypedDict, total=False):
-    EBSEnabled: Optional[Boolean]
-    VolumeType: Optional[VolumeType]
-    VolumeSize: Optional[IntegerClass]
-    Iops: Optional[IntegerClass]
-    Throughput: Optional[IntegerClass]
+    EBSEnabled: Boolean | None
+    VolumeType: VolumeType | None
+    VolumeSize: IntegerClass | None
+    Iops: IntegerClass | None
+    Throughput: IntegerClass | None
 
 
 class CreateDomainRequest(ServiceRequest):
     DomainName: DomainName
-    EngineVersion: Optional[VersionString]
-    ClusterConfig: Optional[ClusterConfig]
-    EBSOptions: Optional[EBSOptions]
-    AccessPolicies: Optional[PolicyDocument]
-    IPAddressType: Optional[IPAddressType]
-    SnapshotOptions: Optional[SnapshotOptions]
-    VPCOptions: Optional[VPCOptions]
-    CognitoOptions: Optional[CognitoOptions]
-    EncryptionAtRestOptions: Optional[EncryptionAtRestOptions]
-    NodeToNodeEncryptionOptions: Optional[NodeToNodeEncryptionOptions]
-    AdvancedOptions: Optional[AdvancedOptions]
-    LogPublishingOptions: Optional[LogPublishingOptions]
-    DomainEndpointOptions: Optional[DomainEndpointOptions]
-    AdvancedSecurityOptions: Optional[AdvancedSecurityOptionsInput]
-    IdentityCenterOptions: Optional[IdentityCenterOptionsInput]
-    TagList: Optional[TagList]
-    AutoTuneOptions: Optional[AutoTuneOptionsInput]
-    OffPeakWindowOptions: Optional[OffPeakWindowOptions]
-    SoftwareUpdateOptions: Optional[SoftwareUpdateOptions]
-    AIMLOptions: Optional[AIMLOptionsInput]
+    EngineVersion: VersionString | None
+    ClusterConfig: ClusterConfig | None
+    EBSOptions: EBSOptions | None
+    AccessPolicies: PolicyDocument | None
+    IPAddressType: IPAddressType | None
+    SnapshotOptions: SnapshotOptions | None
+    VPCOptions: VPCOptions | None
+    CognitoOptions: CognitoOptions | None
+    EncryptionAtRestOptions: EncryptionAtRestOptions | None
+    NodeToNodeEncryptionOptions: NodeToNodeEncryptionOptions | None
+    AdvancedOptions: AdvancedOptions | None
+    LogPublishingOptions: LogPublishingOptions | None
+    DomainEndpointOptions: DomainEndpointOptions | None
+    AdvancedSecurityOptions: AdvancedSecurityOptionsInput | None
+    IdentityCenterOptions: IdentityCenterOptionsInput | None
+    TagList: TagList | None
+    AutoTuneOptions: AutoTuneOptionsInput | None
+    OffPeakWindowOptions: OffPeakWindowOptions | None
+    SoftwareUpdateOptions: SoftwareUpdateOptions | None
+    AIMLOptions: AIMLOptionsInput | None
 
 
 class ModifyingProperties(TypedDict, total=False):
-    Name: Optional[String]
-    ActiveValue: Optional[String]
-    PendingValue: Optional[String]
-    ValueType: Optional[PropertyValueType]
+    Name: String | None
+    ActiveValue: String | None
+    PendingValue: String | None
+    ValueType: PropertyValueType | None
 
 
-ModifyingPropertiesList = List[ModifyingProperties]
+ModifyingPropertiesList = list[ModifyingProperties]
 
 
 class IdentityCenterOptions(TypedDict, total=False):
-    EnabledAPIAccess: Optional[Boolean]
-    IdentityCenterInstanceARN: Optional[IdentityCenterInstanceARN]
-    SubjectKey: Optional[SubjectKeyIdCOption]
-    RolesKey: Optional[RolesKeyIdCOption]
-    IdentityCenterApplicationARN: Optional[IdentityCenterApplicationARN]
-    IdentityStoreId: Optional[IdentityStoreId]
+    EnabledAPIAccess: Boolean | None
+    IdentityCenterInstanceARN: IdentityCenterInstanceARN | None
+    SubjectKey: SubjectKeyIdCOption | None
+    RolesKey: RolesKeyIdCOption | None
+    IdentityCenterApplicationARN: IdentityCenterApplicationARN | None
+    IdentityStoreId: IdentityStoreId | None
 
 
 class VPCDerivedInfo(TypedDict, total=False):
-    VPCId: Optional[String]
-    SubnetIds: Optional[StringList]
-    AvailabilityZones: Optional[StringList]
-    SecurityGroupIds: Optional[StringList]
+    VPCId: String | None
+    SubnetIds: StringList | None
+    AvailabilityZones: StringList | None
+    SecurityGroupIds: StringList | None
 
 
-EndpointsMap = Dict[String, ServiceUrl]
+EndpointsMap = dict[String, ServiceUrl]
 
 
 class DomainStatus(TypedDict, total=False):
     DomainId: DomainId
     DomainName: DomainName
     ARN: ARN
-    Created: Optional[Boolean]
-    Deleted: Optional[Boolean]
-    Endpoint: Optional[ServiceUrl]
-    EndpointV2: Optional[ServiceUrl]
-    Endpoints: Optional[EndpointsMap]
-    DomainEndpointV2HostedZoneId: Optional[HostedZoneId]
-    Processing: Optional[Boolean]
-    UpgradeProcessing: Optional[Boolean]
-    EngineVersion: Optional[VersionString]
+    Created: Boolean | None
+    Deleted: Boolean | None
+    Endpoint: ServiceUrl | None
+    EndpointV2: ServiceUrl | None
+    Endpoints: EndpointsMap | None
+    DomainEndpointV2HostedZoneId: HostedZoneId | None
+    Processing: Boolean | None
+    UpgradeProcessing: Boolean | None
+    EngineVersion: VersionString | None
     ClusterConfig: ClusterConfig
-    EBSOptions: Optional[EBSOptions]
-    AccessPolicies: Optional[PolicyDocument]
-    IPAddressType: Optional[IPAddressType]
-    SnapshotOptions: Optional[SnapshotOptions]
-    VPCOptions: Optional[VPCDerivedInfo]
-    CognitoOptions: Optional[CognitoOptions]
-    EncryptionAtRestOptions: Optional[EncryptionAtRestOptions]
-    NodeToNodeEncryptionOptions: Optional[NodeToNodeEncryptionOptions]
-    AdvancedOptions: Optional[AdvancedOptions]
-    LogPublishingOptions: Optional[LogPublishingOptions]
-    ServiceSoftwareOptions: Optional[ServiceSoftwareOptions]
-    DomainEndpointOptions: Optional[DomainEndpointOptions]
-    AdvancedSecurityOptions: Optional[AdvancedSecurityOptions]
-    IdentityCenterOptions: Optional[IdentityCenterOptions]
-    AutoTuneOptions: Optional[AutoTuneOptionsOutput]
-    ChangeProgressDetails: Optional[ChangeProgressDetails]
-    OffPeakWindowOptions: Optional[OffPeakWindowOptions]
-    SoftwareUpdateOptions: Optional[SoftwareUpdateOptions]
-    DomainProcessingStatus: Optional[DomainProcessingStatusType]
-    ModifyingProperties: Optional[ModifyingPropertiesList]
-    AIMLOptions: Optional[AIMLOptionsOutput]
+    EBSOptions: EBSOptions | None
+    AccessPolicies: PolicyDocument | None
+    IPAddressType: IPAddressType | None
+    SnapshotOptions: SnapshotOptions | None
+    VPCOptions: VPCDerivedInfo | None
+    CognitoOptions: CognitoOptions | None
+    EncryptionAtRestOptions: EncryptionAtRestOptions | None
+    NodeToNodeEncryptionOptions: NodeToNodeEncryptionOptions | None
+    AdvancedOptions: AdvancedOptions | None
+    LogPublishingOptions: LogPublishingOptions | None
+    ServiceSoftwareOptions: ServiceSoftwareOptions | None
+    DomainEndpointOptions: DomainEndpointOptions | None
+    AdvancedSecurityOptions: AdvancedSecurityOptions | None
+    IdentityCenterOptions: IdentityCenterOptions | None
+    AutoTuneOptions: AutoTuneOptionsOutput | None
+    ChangeProgressDetails: ChangeProgressDetails | None
+    OffPeakWindowOptions: OffPeakWindowOptions | None
+    SoftwareUpdateOptions: SoftwareUpdateOptions | None
+    DomainProcessingStatus: DomainProcessingStatusType | None
+    ModifyingProperties: ModifyingPropertiesList | None
+    AIMLOptions: AIMLOptionsOutput | None
 
 
 class CreateDomainResponse(TypedDict, total=False):
-    DomainStatus: Optional[DomainStatus]
+    DomainStatus: DomainStatus | None
 
 
 class CreateOutboundConnectionRequest(ServiceRequest):
     LocalDomainInfo: DomainInformationContainer
     RemoteDomainInfo: DomainInformationContainer
     ConnectionAlias: ConnectionAlias
-    ConnectionMode: Optional[ConnectionMode]
-    ConnectionProperties: Optional[ConnectionProperties]
+    ConnectionMode: ConnectionMode | None
+    ConnectionProperties: ConnectionProperties | None
 
 
 class OutboundConnectionStatus(TypedDict, total=False):
-    StatusCode: Optional[OutboundConnectionStatusCode]
-    Message: Optional[ConnectionStatusMessage]
+    StatusCode: OutboundConnectionStatusCode | None
+    Message: ConnectionStatusMessage | None
 
 
 class CreateOutboundConnectionResponse(TypedDict, total=False):
-    LocalDomainInfo: Optional[DomainInformationContainer]
-    RemoteDomainInfo: Optional[DomainInformationContainer]
-    ConnectionAlias: Optional[ConnectionAlias]
-    ConnectionStatus: Optional[OutboundConnectionStatus]
-    ConnectionId: Optional[ConnectionId]
-    ConnectionMode: Optional[ConnectionMode]
-    ConnectionProperties: Optional[ConnectionProperties]
+    LocalDomainInfo: DomainInformationContainer | None
+    RemoteDomainInfo: DomainInformationContainer | None
+    ConnectionAlias: ConnectionAlias | None
+    ConnectionStatus: OutboundConnectionStatus | None
+    ConnectionId: ConnectionId | None
+    ConnectionMode: ConnectionMode | None
+    ConnectionProperties: ConnectionProperties | None
 
 
 class PackageEncryptionOptions(TypedDict, total=False):
-    KmsKeyIdentifier: Optional[KmsKeyId]
+    KmsKeyIdentifier: KmsKeyId | None
     EncryptionEnabled: Boolean
 
 
@@ -1500,78 +1500,78 @@ class PackageVendingOptions(TypedDict, total=False):
 
 class PackageConfiguration(TypedDict, total=False):
     LicenseRequirement: RequirementLevel
-    LicenseFilepath: Optional[LicenseFilepath]
+    LicenseFilepath: LicenseFilepath | None
     ConfigurationRequirement: RequirementLevel
-    RequiresRestartForConfigurationUpdate: Optional[Boolean]
+    RequiresRestartForConfigurationUpdate: Boolean | None
 
 
 class PackageSource(TypedDict, total=False):
-    S3BucketName: Optional[S3BucketName]
-    S3Key: Optional[S3Key]
+    S3BucketName: S3BucketName | None
+    S3Key: S3Key | None
 
 
 class CreatePackageRequest(ServiceRequest):
     PackageName: PackageName
     PackageType: PackageType
-    PackageDescription: Optional[PackageDescription]
+    PackageDescription: PackageDescription | None
     PackageSource: PackageSource
-    PackageConfiguration: Optional[PackageConfiguration]
-    EngineVersion: Optional[EngineVersion]
-    PackageVendingOptions: Optional[PackageVendingOptions]
-    PackageEncryptionOptions: Optional[PackageEncryptionOptions]
+    PackageConfiguration: PackageConfiguration | None
+    EngineVersion: EngineVersion | None
+    PackageVendingOptions: PackageVendingOptions | None
+    PackageEncryptionOptions: PackageEncryptionOptions | None
 
 
-PackageUserList = List[PackageUser]
+PackageUserList = list[PackageUser]
 UncompressedPluginSizeInBytes = int
 
 
 class PluginProperties(TypedDict, total=False):
-    Name: Optional[PluginName]
-    Description: Optional[PluginDescription]
-    Version: Optional[PluginVersion]
-    ClassName: Optional[PluginClassName]
-    UncompressedSizeInBytes: Optional[UncompressedPluginSizeInBytes]
+    Name: PluginName | None
+    Description: PluginDescription | None
+    Version: PluginVersion | None
+    ClassName: PluginClassName | None
+    UncompressedSizeInBytes: UncompressedPluginSizeInBytes | None
 
 
 CreatedAt = datetime
 
 
 class PackageDetails(TypedDict, total=False):
-    PackageID: Optional[PackageID]
-    PackageName: Optional[PackageName]
-    PackageType: Optional[PackageType]
-    PackageDescription: Optional[PackageDescription]
-    PackageStatus: Optional[PackageStatus]
-    CreatedAt: Optional[CreatedAt]
-    LastUpdatedAt: Optional[LastUpdated]
-    AvailablePackageVersion: Optional[PackageVersion]
-    ErrorDetails: Optional[ErrorDetails]
-    EngineVersion: Optional[EngineVersion]
-    AvailablePluginProperties: Optional[PluginProperties]
-    AvailablePackageConfiguration: Optional[PackageConfiguration]
-    AllowListedUserList: Optional[PackageUserList]
-    PackageOwner: Optional[PackageOwner]
-    PackageVendingOptions: Optional[PackageVendingOptions]
-    PackageEncryptionOptions: Optional[PackageEncryptionOptions]
+    PackageID: PackageID | None
+    PackageName: PackageName | None
+    PackageType: PackageType | None
+    PackageDescription: PackageDescription | None
+    PackageStatus: PackageStatus | None
+    CreatedAt: CreatedAt | None
+    LastUpdatedAt: LastUpdated | None
+    AvailablePackageVersion: PackageVersion | None
+    ErrorDetails: ErrorDetails | None
+    EngineVersion: EngineVersion | None
+    AvailablePluginProperties: PluginProperties | None
+    AvailablePackageConfiguration: PackageConfiguration | None
+    AllowListedUserList: PackageUserList | None
+    PackageOwner: PackageOwner | None
+    PackageVendingOptions: PackageVendingOptions | None
+    PackageEncryptionOptions: PackageEncryptionOptions | None
 
 
 class CreatePackageResponse(TypedDict, total=False):
-    PackageDetails: Optional[PackageDetails]
+    PackageDetails: PackageDetails | None
 
 
 class CreateVpcEndpointRequest(ServiceRequest):
     DomainArn: DomainArn
     VpcOptions: VPCOptions
-    ClientToken: Optional[ClientToken]
+    ClientToken: ClientToken | None
 
 
 class VpcEndpoint(TypedDict, total=False):
-    VpcEndpointId: Optional[VpcEndpointId]
-    VpcEndpointOwner: Optional[AWSAccount]
-    DomainArn: Optional[DomainArn]
-    VpcOptions: Optional[VPCDerivedInfo]
-    Status: Optional[VpcEndpointStatus]
-    Endpoint: Optional[Endpoint]
+    VpcEndpointId: VpcEndpointId | None
+    VpcEndpointOwner: AWSAccount | None
+    DomainArn: DomainArn | None
+    VpcOptions: VPCDerivedInfo | None
+    Status: VpcEndpointStatus | None
+    Endpoint: Endpoint | None
 
 
 class CreateVpcEndpointResponse(TypedDict, total=False):
@@ -1579,13 +1579,13 @@ class CreateVpcEndpointResponse(TypedDict, total=False):
 
 
 class DataSourceDetails(TypedDict, total=False):
-    DataSourceType: Optional[DataSourceType]
-    Name: Optional[DataSourceName]
-    Description: Optional[DataSourceDescription]
-    Status: Optional[DataSourceStatus]
+    DataSourceType: DataSourceType | None
+    Name: DataSourceName | None
+    Description: DataSourceDescription | None
+    Status: DataSourceStatus | None
 
 
-DataSourceList = List[DataSourceDetails]
+DataSourceList = list[DataSourceDetails]
 
 
 class DeleteApplicationRequest(ServiceRequest):
@@ -1602,7 +1602,7 @@ class DeleteDataSourceRequest(ServiceRequest):
 
 
 class DeleteDataSourceResponse(TypedDict, total=False):
-    Message: Optional[String]
+    Message: String | None
 
 
 class DeleteDirectQueryDataSourceRequest(ServiceRequest):
@@ -1614,7 +1614,7 @@ class DeleteDomainRequest(ServiceRequest):
 
 
 class DeleteDomainResponse(TypedDict, total=False):
-    DomainStatus: Optional[DomainStatus]
+    DomainStatus: DomainStatus | None
 
 
 class DeleteInboundConnectionRequest(ServiceRequest):
@@ -1622,7 +1622,7 @@ class DeleteInboundConnectionRequest(ServiceRequest):
 
 
 class DeleteInboundConnectionResponse(TypedDict, total=False):
-    Connection: Optional[InboundConnection]
+    Connection: InboundConnection | None
 
 
 class DeleteOutboundConnectionRequest(ServiceRequest):
@@ -1630,17 +1630,17 @@ class DeleteOutboundConnectionRequest(ServiceRequest):
 
 
 class OutboundConnection(TypedDict, total=False):
-    LocalDomainInfo: Optional[DomainInformationContainer]
-    RemoteDomainInfo: Optional[DomainInformationContainer]
-    ConnectionId: Optional[ConnectionId]
-    ConnectionAlias: Optional[ConnectionAlias]
-    ConnectionStatus: Optional[OutboundConnectionStatus]
-    ConnectionMode: Optional[ConnectionMode]
-    ConnectionProperties: Optional[ConnectionProperties]
+    LocalDomainInfo: DomainInformationContainer | None
+    RemoteDomainInfo: DomainInformationContainer | None
+    ConnectionId: ConnectionId | None
+    ConnectionAlias: ConnectionAlias | None
+    ConnectionStatus: OutboundConnectionStatus | None
+    ConnectionMode: ConnectionMode | None
+    ConnectionProperties: ConnectionProperties | None
 
 
 class DeleteOutboundConnectionResponse(TypedDict, total=False):
-    Connection: Optional[OutboundConnection]
+    Connection: OutboundConnection | None
 
 
 class DeletePackageRequest(ServiceRequest):
@@ -1648,7 +1648,7 @@ class DeletePackageRequest(ServiceRequest):
 
 
 class DeletePackageResponse(TypedDict, total=False):
-    PackageDetails: Optional[PackageDetails]
+    PackageDetails: PackageDetails | None
 
 
 class DeleteVpcEndpointRequest(ServiceRequest):
@@ -1656,10 +1656,10 @@ class DeleteVpcEndpointRequest(ServiceRequest):
 
 
 class VpcEndpointSummary(TypedDict, total=False):
-    VpcEndpointId: Optional[VpcEndpointId]
-    VpcEndpointOwner: Optional[String]
-    DomainArn: Optional[DomainArn]
-    Status: Optional[VpcEndpointStatus]
+    VpcEndpointId: VpcEndpointId | None
+    VpcEndpointOwner: String | None
+    DomainArn: DomainArn | None
+    Status: VpcEndpointStatus | None
 
 
 class DeleteVpcEndpointResponse(TypedDict, total=False):
@@ -1668,22 +1668,22 @@ class DeleteVpcEndpointResponse(TypedDict, total=False):
 
 class DescribeDomainAutoTunesRequest(ServiceRequest):
     DomainName: DomainName
-    MaxResults: Optional[MaxResults]
-    NextToken: Optional[NextToken]
+    MaxResults: MaxResults | None
+    NextToken: NextToken | None
 
 
 class DescribeDomainAutoTunesResponse(TypedDict, total=False):
-    AutoTunes: Optional[AutoTuneList]
-    NextToken: Optional[NextToken]
+    AutoTunes: AutoTuneList | None
+    NextToken: NextToken | None
 
 
 class DescribeDomainChangeProgressRequest(ServiceRequest):
     DomainName: DomainName
-    ChangeId: Optional[GUID]
+    ChangeId: GUID | None
 
 
 class DescribeDomainChangeProgressResponse(TypedDict, total=False):
-    ChangeProgressStatus: Optional[ChangeProgressStatusDetails]
+    ChangeProgressStatus: ChangeProgressStatusDetails | None
 
 
 class DescribeDomainConfigRequest(ServiceRequest):
@@ -1691,13 +1691,13 @@ class DescribeDomainConfigRequest(ServiceRequest):
 
 
 class SoftwareUpdateOptionsStatus(TypedDict, total=False):
-    Options: Optional[SoftwareUpdateOptions]
-    Status: Optional[OptionStatus]
+    Options: SoftwareUpdateOptions | None
+    Status: OptionStatus | None
 
 
 class OffPeakWindowOptionsStatus(TypedDict, total=False):
-    Options: Optional[OffPeakWindowOptions]
-    Status: Optional[OptionStatus]
+    Options: OffPeakWindowOptions | None
+    Status: OptionStatus | None
 
 
 class IdentityCenterOptionsStatus(TypedDict, total=False):
@@ -1711,8 +1711,8 @@ class DomainEndpointOptionsStatus(TypedDict, total=False):
 
 
 class LogPublishingOptionsStatus(TypedDict, total=False):
-    Options: Optional[LogPublishingOptions]
-    Status: Optional[OptionStatus]
+    Options: LogPublishingOptions | None
+    Status: OptionStatus | None
 
 
 class NodeToNodeEncryptionOptionsStatus(TypedDict, total=False):
@@ -1751,27 +1751,27 @@ class VersionStatus(TypedDict, total=False):
 
 
 class DomainConfig(TypedDict, total=False):
-    EngineVersion: Optional[VersionStatus]
-    ClusterConfig: Optional[ClusterConfigStatus]
-    EBSOptions: Optional[EBSOptionsStatus]
-    AccessPolicies: Optional[AccessPoliciesStatus]
-    IPAddressType: Optional[IPAddressTypeStatus]
-    SnapshotOptions: Optional[SnapshotOptionsStatus]
-    VPCOptions: Optional[VPCDerivedInfoStatus]
-    CognitoOptions: Optional[CognitoOptionsStatus]
-    EncryptionAtRestOptions: Optional[EncryptionAtRestOptionsStatus]
-    NodeToNodeEncryptionOptions: Optional[NodeToNodeEncryptionOptionsStatus]
-    AdvancedOptions: Optional[AdvancedOptionsStatus]
-    LogPublishingOptions: Optional[LogPublishingOptionsStatus]
-    DomainEndpointOptions: Optional[DomainEndpointOptionsStatus]
-    AdvancedSecurityOptions: Optional[AdvancedSecurityOptionsStatus]
-    IdentityCenterOptions: Optional[IdentityCenterOptionsStatus]
-    AutoTuneOptions: Optional[AutoTuneOptionsStatus]
-    ChangeProgressDetails: Optional[ChangeProgressDetails]
-    OffPeakWindowOptions: Optional[OffPeakWindowOptionsStatus]
-    SoftwareUpdateOptions: Optional[SoftwareUpdateOptionsStatus]
-    ModifyingProperties: Optional[ModifyingPropertiesList]
-    AIMLOptions: Optional[AIMLOptionsStatus]
+    EngineVersion: VersionStatus | None
+    ClusterConfig: ClusterConfigStatus | None
+    EBSOptions: EBSOptionsStatus | None
+    AccessPolicies: AccessPoliciesStatus | None
+    IPAddressType: IPAddressTypeStatus | None
+    SnapshotOptions: SnapshotOptionsStatus | None
+    VPCOptions: VPCDerivedInfoStatus | None
+    CognitoOptions: CognitoOptionsStatus | None
+    EncryptionAtRestOptions: EncryptionAtRestOptionsStatus | None
+    NodeToNodeEncryptionOptions: NodeToNodeEncryptionOptionsStatus | None
+    AdvancedOptions: AdvancedOptionsStatus | None
+    LogPublishingOptions: LogPublishingOptionsStatus | None
+    DomainEndpointOptions: DomainEndpointOptionsStatus | None
+    AdvancedSecurityOptions: AdvancedSecurityOptionsStatus | None
+    IdentityCenterOptions: IdentityCenterOptionsStatus | None
+    AutoTuneOptions: AutoTuneOptionsStatus | None
+    ChangeProgressDetails: ChangeProgressDetails | None
+    OffPeakWindowOptions: OffPeakWindowOptionsStatus | None
+    SoftwareUpdateOptions: SoftwareUpdateOptionsStatus | None
+    ModifyingProperties: ModifyingPropertiesList | None
+    AIMLOptions: AIMLOptionsStatus | None
 
 
 class DescribeDomainConfigResponse(TypedDict, total=False):
@@ -1783,26 +1783,26 @@ class DescribeDomainHealthRequest(ServiceRequest):
 
 
 class EnvironmentInfo(TypedDict, total=False):
-    AvailabilityZoneInformation: Optional[AvailabilityZoneInfoList]
+    AvailabilityZoneInformation: AvailabilityZoneInfoList | None
 
 
-EnvironmentInfoList = List[EnvironmentInfo]
+EnvironmentInfoList = list[EnvironmentInfo]
 
 
 class DescribeDomainHealthResponse(TypedDict, total=False):
-    DomainState: Optional[DomainState]
-    AvailabilityZoneCount: Optional[NumberOfAZs]
-    ActiveAvailabilityZoneCount: Optional[NumberOfAZs]
-    StandByAvailabilityZoneCount: Optional[NumberOfAZs]
-    DataNodeCount: Optional[NumberOfNodes]
-    DedicatedMaster: Optional[Boolean]
-    MasterEligibleNodeCount: Optional[NumberOfNodes]
-    WarmNodeCount: Optional[NumberOfNodes]
-    MasterNode: Optional[MasterNodeStatus]
-    ClusterHealth: Optional[DomainHealth]
-    TotalShards: Optional[NumberOfShards]
-    TotalUnAssignedShards: Optional[NumberOfShards]
-    EnvironmentInformation: Optional[EnvironmentInfoList]
+    DomainState: DomainState | None
+    AvailabilityZoneCount: NumberOfAZs | None
+    ActiveAvailabilityZoneCount: NumberOfAZs | None
+    StandByAvailabilityZoneCount: NumberOfAZs | None
+    DataNodeCount: NumberOfNodes | None
+    DedicatedMaster: Boolean | None
+    MasterEligibleNodeCount: NumberOfNodes | None
+    WarmNodeCount: NumberOfNodes | None
+    MasterNode: MasterNodeStatus | None
+    ClusterHealth: DomainHealth | None
+    TotalShards: NumberOfShards | None
+    TotalUnAssignedShards: NumberOfShards | None
+    EnvironmentInformation: EnvironmentInfoList | None
 
 
 class DescribeDomainNodesRequest(ServiceRequest):
@@ -1810,21 +1810,21 @@ class DescribeDomainNodesRequest(ServiceRequest):
 
 
 class DomainNodesStatus(TypedDict, total=False):
-    NodeId: Optional[NodeId]
-    NodeType: Optional[NodeType]
-    AvailabilityZone: Optional[AvailabilityZone]
-    InstanceType: Optional[OpenSearchPartitionInstanceType]
-    NodeStatus: Optional[NodeStatus]
-    StorageType: Optional[StorageTypeName]
-    StorageVolumeType: Optional[VolumeType]
-    StorageSize: Optional[VolumeSize]
+    NodeId: NodeId | None
+    NodeType: NodeType | None
+    AvailabilityZone: AvailabilityZone | None
+    InstanceType: OpenSearchPartitionInstanceType | None
+    NodeStatus: NodeStatus | None
+    StorageType: StorageTypeName | None
+    StorageVolumeType: VolumeType | None
+    StorageSize: VolumeSize | None
 
 
-DomainNodesStatusList = List[DomainNodesStatus]
+DomainNodesStatusList = list[DomainNodesStatus]
 
 
 class DescribeDomainNodesResponse(TypedDict, total=False):
-    DomainNodesStatusList: Optional[DomainNodesStatusList]
+    DomainNodesStatusList: DomainNodesStatusList | None
 
 
 class DescribeDomainRequest(ServiceRequest):
@@ -1835,14 +1835,14 @@ class DescribeDomainResponse(TypedDict, total=False):
     DomainStatus: DomainStatus
 
 
-DomainNameList = List[DomainName]
+DomainNameList = list[DomainName]
 
 
 class DescribeDomainsRequest(ServiceRequest):
     DomainNames: DomainNameList
 
 
-DomainStatusList = List[DomainStatus]
+DomainStatusList = list[DomainStatus]
 
 
 class DescribeDomainsResponse(TypedDict, total=False):
@@ -1851,21 +1851,21 @@ class DescribeDomainsResponse(TypedDict, total=False):
 
 class DescribeDryRunProgressRequest(ServiceRequest):
     DomainName: DomainName
-    DryRunId: Optional[GUID]
-    LoadDryRunConfig: Optional[Boolean]
+    DryRunId: GUID | None
+    LoadDryRunConfig: Boolean | None
 
 
 class DryRunResults(TypedDict, total=False):
-    DeploymentType: Optional[DeploymentType]
-    Message: Optional[Message]
+    DeploymentType: DeploymentType | None
+    Message: Message | None
 
 
 class ValidationFailure(TypedDict, total=False):
-    Code: Optional[String]
-    Message: Optional[String]
+    Code: String | None
+    Message: String | None
 
 
-ValidationFailures = List[ValidationFailure]
+ValidationFailures = list[ValidationFailure]
 
 
 class DryRunProgressStatus(TypedDict, total=False):
@@ -1873,189 +1873,189 @@ class DryRunProgressStatus(TypedDict, total=False):
     DryRunStatus: String
     CreationDate: String
     UpdateDate: String
-    ValidationFailures: Optional[ValidationFailures]
+    ValidationFailures: ValidationFailures | None
 
 
 class DescribeDryRunProgressResponse(TypedDict, total=False):
-    DryRunProgressStatus: Optional[DryRunProgressStatus]
-    DryRunConfig: Optional[DomainStatus]
-    DryRunResults: Optional[DryRunResults]
+    DryRunProgressStatus: DryRunProgressStatus | None
+    DryRunConfig: DomainStatus | None
+    DryRunResults: DryRunResults | None
 
 
-ValueStringList = List[NonEmptyString]
+ValueStringList = list[NonEmptyString]
 
 
 class Filter(TypedDict, total=False):
-    Name: Optional[NonEmptyString]
-    Values: Optional[ValueStringList]
+    Name: NonEmptyString | None
+    Values: ValueStringList | None
 
 
-FilterList = List[Filter]
+FilterList = list[Filter]
 
 
 class DescribeInboundConnectionsRequest(ServiceRequest):
-    Filters: Optional[FilterList]
-    MaxResults: Optional[MaxResults]
-    NextToken: Optional[NextToken]
+    Filters: FilterList | None
+    MaxResults: MaxResults | None
+    NextToken: NextToken | None
 
 
-InboundConnections = List[InboundConnection]
+InboundConnections = list[InboundConnection]
 
 
 class DescribeInboundConnectionsResponse(TypedDict, total=False):
-    Connections: Optional[InboundConnections]
-    NextToken: Optional[NextToken]
+    Connections: InboundConnections | None
+    NextToken: NextToken | None
 
 
 class DescribeInstanceTypeLimitsRequest(ServiceRequest):
-    DomainName: Optional[DomainName]
+    DomainName: DomainName | None
     InstanceType: OpenSearchPartitionInstanceType
     EngineVersion: VersionString
 
 
 class InstanceCountLimits(TypedDict, total=False):
-    MinimumInstanceCount: Optional[MinimumInstanceCount]
-    MaximumInstanceCount: Optional[MaximumInstanceCount]
+    MinimumInstanceCount: MinimumInstanceCount | None
+    MaximumInstanceCount: MaximumInstanceCount | None
 
 
 class InstanceLimits(TypedDict, total=False):
-    InstanceCountLimits: Optional[InstanceCountLimits]
+    InstanceCountLimits: InstanceCountLimits | None
 
 
 class StorageTypeLimit(TypedDict, total=False):
-    LimitName: Optional[LimitName]
-    LimitValues: Optional[LimitValueList]
+    LimitName: LimitName | None
+    LimitValues: LimitValueList | None
 
 
-StorageTypeLimitList = List[StorageTypeLimit]
+StorageTypeLimitList = list[StorageTypeLimit]
 
 
 class StorageType(TypedDict, total=False):
-    StorageTypeName: Optional[StorageTypeName]
-    StorageSubTypeName: Optional[StorageSubTypeName]
-    StorageTypeLimits: Optional[StorageTypeLimitList]
+    StorageTypeName: StorageTypeName | None
+    StorageSubTypeName: StorageSubTypeName | None
+    StorageTypeLimits: StorageTypeLimitList | None
 
 
-StorageTypeList = List[StorageType]
+StorageTypeList = list[StorageType]
 
 
 class Limits(TypedDict, total=False):
-    StorageTypes: Optional[StorageTypeList]
-    InstanceLimits: Optional[InstanceLimits]
-    AdditionalLimits: Optional[AdditionalLimitList]
+    StorageTypes: StorageTypeList | None
+    InstanceLimits: InstanceLimits | None
+    AdditionalLimits: AdditionalLimitList | None
 
 
-LimitsByRole = Dict[InstanceRole, Limits]
+LimitsByRole = dict[InstanceRole, Limits]
 
 
 class DescribeInstanceTypeLimitsResponse(TypedDict, total=False):
-    LimitsByRole: Optional[LimitsByRole]
+    LimitsByRole: LimitsByRole | None
 
 
 class DescribeOutboundConnectionsRequest(ServiceRequest):
-    Filters: Optional[FilterList]
-    MaxResults: Optional[MaxResults]
-    NextToken: Optional[NextToken]
+    Filters: FilterList | None
+    MaxResults: MaxResults | None
+    NextToken: NextToken | None
 
 
-OutboundConnections = List[OutboundConnection]
+OutboundConnections = list[OutboundConnection]
 
 
 class DescribeOutboundConnectionsResponse(TypedDict, total=False):
-    Connections: Optional[OutboundConnections]
-    NextToken: Optional[NextToken]
+    Connections: OutboundConnections | None
+    NextToken: NextToken | None
 
 
-DescribePackagesFilterValues = List[DescribePackagesFilterValue]
+DescribePackagesFilterValues = list[DescribePackagesFilterValue]
 
 
 class DescribePackagesFilter(TypedDict, total=False):
-    Name: Optional[DescribePackagesFilterName]
-    Value: Optional[DescribePackagesFilterValues]
+    Name: DescribePackagesFilterName | None
+    Value: DescribePackagesFilterValues | None
 
 
-DescribePackagesFilterList = List[DescribePackagesFilter]
+DescribePackagesFilterList = list[DescribePackagesFilter]
 
 
 class DescribePackagesRequest(ServiceRequest):
-    Filters: Optional[DescribePackagesFilterList]
-    MaxResults: Optional[MaxResults]
-    NextToken: Optional[NextToken]
+    Filters: DescribePackagesFilterList | None
+    MaxResults: MaxResults | None
+    NextToken: NextToken | None
 
 
-PackageDetailsList = List[PackageDetails]
+PackageDetailsList = list[PackageDetails]
 
 
 class DescribePackagesResponse(TypedDict, total=False):
-    PackageDetailsList: Optional[PackageDetailsList]
-    NextToken: Optional[String]
+    PackageDetailsList: PackageDetailsList | None
+    NextToken: String | None
 
 
 class DescribeReservedInstanceOfferingsRequest(ServiceRequest):
-    ReservedInstanceOfferingId: Optional[GUID]
-    MaxResults: Optional[MaxResults]
-    NextToken: Optional[NextToken]
+    ReservedInstanceOfferingId: GUID | None
+    MaxResults: MaxResults | None
+    NextToken: NextToken | None
 
 
 class RecurringCharge(TypedDict, total=False):
-    RecurringChargeAmount: Optional[Double]
-    RecurringChargeFrequency: Optional[String]
+    RecurringChargeAmount: Double | None
+    RecurringChargeFrequency: String | None
 
 
-RecurringChargeList = List[RecurringCharge]
+RecurringChargeList = list[RecurringCharge]
 
 
 class ReservedInstanceOffering(TypedDict, total=False):
-    ReservedInstanceOfferingId: Optional[GUID]
-    InstanceType: Optional[OpenSearchPartitionInstanceType]
-    Duration: Optional[Integer]
-    FixedPrice: Optional[Double]
-    UsagePrice: Optional[Double]
-    CurrencyCode: Optional[String]
-    PaymentOption: Optional[ReservedInstancePaymentOption]
-    RecurringCharges: Optional[RecurringChargeList]
+    ReservedInstanceOfferingId: GUID | None
+    InstanceType: OpenSearchPartitionInstanceType | None
+    Duration: Integer | None
+    FixedPrice: Double | None
+    UsagePrice: Double | None
+    CurrencyCode: String | None
+    PaymentOption: ReservedInstancePaymentOption | None
+    RecurringCharges: RecurringChargeList | None
 
 
-ReservedInstanceOfferingList = List[ReservedInstanceOffering]
+ReservedInstanceOfferingList = list[ReservedInstanceOffering]
 
 
 class DescribeReservedInstanceOfferingsResponse(TypedDict, total=False):
-    NextToken: Optional[NextToken]
-    ReservedInstanceOfferings: Optional[ReservedInstanceOfferingList]
+    NextToken: NextToken | None
+    ReservedInstanceOfferings: ReservedInstanceOfferingList | None
 
 
 class DescribeReservedInstancesRequest(ServiceRequest):
-    ReservedInstanceId: Optional[GUID]
-    MaxResults: Optional[MaxResults]
-    NextToken: Optional[NextToken]
+    ReservedInstanceId: GUID | None
+    MaxResults: MaxResults | None
+    NextToken: NextToken | None
 
 
 class ReservedInstance(TypedDict, total=False):
-    ReservationName: Optional[ReservationToken]
-    ReservedInstanceId: Optional[GUID]
-    BillingSubscriptionId: Optional[Long]
-    ReservedInstanceOfferingId: Optional[String]
-    InstanceType: Optional[OpenSearchPartitionInstanceType]
-    StartTime: Optional[UpdateTimestamp]
-    Duration: Optional[Integer]
-    FixedPrice: Optional[Double]
-    UsagePrice: Optional[Double]
-    CurrencyCode: Optional[String]
-    InstanceCount: Optional[Integer]
-    State: Optional[String]
-    PaymentOption: Optional[ReservedInstancePaymentOption]
-    RecurringCharges: Optional[RecurringChargeList]
+    ReservationName: ReservationToken | None
+    ReservedInstanceId: GUID | None
+    BillingSubscriptionId: Long | None
+    ReservedInstanceOfferingId: String | None
+    InstanceType: OpenSearchPartitionInstanceType | None
+    StartTime: UpdateTimestamp | None
+    Duration: Integer | None
+    FixedPrice: Double | None
+    UsagePrice: Double | None
+    CurrencyCode: String | None
+    InstanceCount: Integer | None
+    State: String | None
+    PaymentOption: ReservedInstancePaymentOption | None
+    RecurringCharges: RecurringChargeList | None
 
 
-ReservedInstanceList = List[ReservedInstance]
+ReservedInstanceList = list[ReservedInstance]
 
 
 class DescribeReservedInstancesResponse(TypedDict, total=False):
-    NextToken: Optional[String]
-    ReservedInstances: Optional[ReservedInstanceList]
+    NextToken: String | None
+    ReservedInstances: ReservedInstanceList | None
 
 
-VpcEndpointIdList = List[VpcEndpointId]
+VpcEndpointIdList = list[VpcEndpointId]
 
 
 class DescribeVpcEndpointsRequest(ServiceRequest):
@@ -2063,13 +2063,13 @@ class DescribeVpcEndpointsRequest(ServiceRequest):
 
 
 class VpcEndpointError(TypedDict, total=False):
-    VpcEndpointId: Optional[VpcEndpointId]
-    ErrorCode: Optional[VpcEndpointErrorCode]
-    ErrorMessage: Optional[String]
+    VpcEndpointId: VpcEndpointId | None
+    ErrorCode: VpcEndpointErrorCode | None
+    ErrorMessage: String | None
 
 
-VpcEndpointErrorList = List[VpcEndpointError]
-VpcEndpoints = List[VpcEndpoint]
+VpcEndpointErrorList = list[VpcEndpointError]
+VpcEndpoints = list[VpcEndpoint]
 
 
 class DescribeVpcEndpointsResponse(TypedDict, total=False):
@@ -2078,15 +2078,15 @@ class DescribeVpcEndpointsResponse(TypedDict, total=False):
 
 
 class DirectQueryDataSource(TypedDict, total=False):
-    DataSourceName: Optional[DirectQueryDataSourceName]
-    DataSourceType: Optional[DirectQueryDataSourceType]
-    Description: Optional[DirectQueryDataSourceDescription]
-    OpenSearchArns: Optional[DirectQueryOpenSearchARNList]
-    DataSourceArn: Optional[String]
-    TagList: Optional[TagList]
+    DataSourceName: DirectQueryDataSourceName | None
+    DataSourceType: DirectQueryDataSourceType | None
+    Description: DirectQueryDataSourceDescription | None
+    OpenSearchArns: DirectQueryOpenSearchARNList | None
+    DataSourceArn: String | None
+    TagList: TagList | None
 
 
-DirectQueryDataSourceList = List[DirectQueryDataSource]
+DirectQueryDataSourceList = list[DirectQueryDataSource]
 
 
 class DissociatePackageRequest(ServiceRequest):
@@ -2095,7 +2095,7 @@ class DissociatePackageRequest(ServiceRequest):
 
 
 class DissociatePackageResponse(TypedDict, total=False):
-    DomainPackageDetails: Optional[DomainPackageDetails]
+    DomainPackageDetails: DomainPackageDetails | None
 
 
 class DissociatePackagesRequest(ServiceRequest):
@@ -2104,29 +2104,29 @@ class DissociatePackagesRequest(ServiceRequest):
 
 
 class DissociatePackagesResponse(TypedDict, total=False):
-    DomainPackageDetailsList: Optional[DomainPackageDetailsList]
+    DomainPackageDetailsList: DomainPackageDetailsList | None
 
 
 class DomainInfo(TypedDict, total=False):
-    DomainName: Optional[DomainName]
-    EngineType: Optional[EngineType]
+    DomainName: DomainName | None
+    EngineType: EngineType | None
 
 
-DomainInfoList = List[DomainInfo]
+DomainInfoList = list[DomainInfo]
 
 
 class DomainMaintenanceDetails(TypedDict, total=False):
-    MaintenanceId: Optional[RequestId]
-    DomainName: Optional[DomainName]
-    Action: Optional[MaintenanceType]
-    NodeId: Optional[NodeId]
-    Status: Optional[MaintenanceStatus]
-    StatusMessage: Optional[MaintenanceStatusMessage]
-    CreatedAt: Optional[UpdateTimestamp]
-    UpdatedAt: Optional[UpdateTimestamp]
+    MaintenanceId: RequestId | None
+    DomainName: DomainName | None
+    Action: MaintenanceType | None
+    NodeId: NodeId | None
+    Status: MaintenanceStatus | None
+    StatusMessage: MaintenanceStatusMessage | None
+    CreatedAt: UpdateTimestamp | None
+    UpdatedAt: UpdateTimestamp | None
 
 
-DomainMaintenanceList = List[DomainMaintenanceDetails]
+DomainMaintenanceList = list[DomainMaintenanceDetails]
 
 
 class GetApplicationRequest(ServiceRequest):
@@ -2134,24 +2134,24 @@ class GetApplicationRequest(ServiceRequest):
 
 
 class GetApplicationResponse(TypedDict, total=False):
-    id: Optional[Id]
-    arn: Optional[ARN]
-    name: Optional[ApplicationName]
-    endpoint: Optional[String]
-    status: Optional[ApplicationStatus]
-    iamIdentityCenterOptions: Optional[IamIdentityCenterOptions]
-    dataSources: Optional[DataSources]
-    appConfigs: Optional[AppConfigs]
-    createdAt: Optional[Timestamp]
-    lastUpdatedAt: Optional[Timestamp]
+    id: Id | None
+    arn: ARN | None
+    name: ApplicationName | None
+    endpoint: String | None
+    status: ApplicationStatus | None
+    iamIdentityCenterOptions: IamIdentityCenterOptions | None
+    dataSources: DataSources | None
+    appConfigs: AppConfigs | None
+    createdAt: Timestamp | None
+    lastUpdatedAt: Timestamp | None
 
 
 class GetCompatibleVersionsRequest(ServiceRequest):
-    DomainName: Optional[DomainName]
+    DomainName: DomainName | None
 
 
 class GetCompatibleVersionsResponse(TypedDict, total=False):
-    CompatibleVersions: Optional[CompatibleVersionsList]
+    CompatibleVersions: CompatibleVersionsList | None
 
 
 class GetDataSourceRequest(ServiceRequest):
@@ -2160,10 +2160,18 @@ class GetDataSourceRequest(ServiceRequest):
 
 
 class GetDataSourceResponse(TypedDict, total=False):
-    DataSourceType: Optional[DataSourceType]
-    Name: Optional[DataSourceName]
-    Description: Optional[DataSourceDescription]
-    Status: Optional[DataSourceStatus]
+    DataSourceType: DataSourceType | None
+    Name: DataSourceName | None
+    Description: DataSourceDescription | None
+    Status: DataSourceStatus | None
+
+
+class GetDefaultApplicationSettingRequest(ServiceRequest):
+    pass
+
+
+class GetDefaultApplicationSettingResponse(TypedDict, total=False):
+    applicationArn: ARN | None
 
 
 class GetDirectQueryDataSourceRequest(ServiceRequest):
@@ -2171,11 +2179,11 @@ class GetDirectQueryDataSourceRequest(ServiceRequest):
 
 
 class GetDirectQueryDataSourceResponse(TypedDict, total=False):
-    DataSourceName: Optional[DirectQueryDataSourceName]
-    DataSourceType: Optional[DirectQueryDataSourceType]
-    Description: Optional[DirectQueryDataSourceDescription]
-    OpenSearchArns: Optional[DirectQueryOpenSearchARNList]
-    DataSourceArn: Optional[String]
+    DataSourceName: DirectQueryDataSourceName | None
+    DataSourceType: DirectQueryDataSourceType | None
+    Description: DirectQueryDataSourceDescription | None
+    OpenSearchArns: DirectQueryOpenSearchARNList | None
+    DataSourceArn: String | None
 
 
 class GetDomainMaintenanceStatusRequest(ServiceRequest):
@@ -2184,70 +2192,70 @@ class GetDomainMaintenanceStatusRequest(ServiceRequest):
 
 
 class GetDomainMaintenanceStatusResponse(TypedDict, total=False):
-    Status: Optional[MaintenanceStatus]
-    StatusMessage: Optional[MaintenanceStatusMessage]
-    NodeId: Optional[NodeId]
-    Action: Optional[MaintenanceType]
-    CreatedAt: Optional[UpdateTimestamp]
-    UpdatedAt: Optional[UpdateTimestamp]
+    Status: MaintenanceStatus | None
+    StatusMessage: MaintenanceStatusMessage | None
+    NodeId: NodeId | None
+    Action: MaintenanceType | None
+    CreatedAt: UpdateTimestamp | None
+    UpdatedAt: UpdateTimestamp | None
 
 
 class GetPackageVersionHistoryRequest(ServiceRequest):
     PackageID: PackageID
-    MaxResults: Optional[MaxResults]
-    NextToken: Optional[NextToken]
+    MaxResults: MaxResults | None
+    NextToken: NextToken | None
 
 
 class PackageVersionHistory(TypedDict, total=False):
-    PackageVersion: Optional[PackageVersion]
-    CommitMessage: Optional[CommitMessage]
-    CreatedAt: Optional[CreatedAt]
-    PluginProperties: Optional[PluginProperties]
-    PackageConfiguration: Optional[PackageConfiguration]
+    PackageVersion: PackageVersion | None
+    CommitMessage: CommitMessage | None
+    CreatedAt: CreatedAt | None
+    PluginProperties: PluginProperties | None
+    PackageConfiguration: PackageConfiguration | None
 
 
-PackageVersionHistoryList = List[PackageVersionHistory]
+PackageVersionHistoryList = list[PackageVersionHistory]
 
 
 class GetPackageVersionHistoryResponse(TypedDict, total=False):
-    PackageID: Optional[PackageID]
-    PackageVersionHistoryList: Optional[PackageVersionHistoryList]
-    NextToken: Optional[String]
+    PackageID: PackageID | None
+    PackageVersionHistoryList: PackageVersionHistoryList | None
+    NextToken: String | None
 
 
 class GetUpgradeHistoryRequest(ServiceRequest):
     DomainName: DomainName
-    MaxResults: Optional[MaxResults]
-    NextToken: Optional[NextToken]
+    MaxResults: MaxResults | None
+    NextToken: NextToken | None
 
 
-Issues = List[Issue]
+Issues = list[Issue]
 
 
 class UpgradeStepItem(TypedDict, total=False):
-    UpgradeStep: Optional[UpgradeStep]
-    UpgradeStepStatus: Optional[UpgradeStatus]
-    Issues: Optional[Issues]
-    ProgressPercent: Optional[Double]
+    UpgradeStep: UpgradeStep | None
+    UpgradeStepStatus: UpgradeStatus | None
+    Issues: Issues | None
+    ProgressPercent: Double | None
 
 
-UpgradeStepsList = List[UpgradeStepItem]
+UpgradeStepsList = list[UpgradeStepItem]
 StartTimestamp = datetime
 
 
 class UpgradeHistory(TypedDict, total=False):
-    UpgradeName: Optional[UpgradeName]
-    StartTimestamp: Optional[StartTimestamp]
-    UpgradeStatus: Optional[UpgradeStatus]
-    StepsList: Optional[UpgradeStepsList]
+    UpgradeName: UpgradeName | None
+    StartTimestamp: StartTimestamp | None
+    UpgradeStatus: UpgradeStatus | None
+    StepsList: UpgradeStepsList | None
 
 
-UpgradeHistoryList = List[UpgradeHistory]
+UpgradeHistoryList = list[UpgradeHistory]
 
 
 class GetUpgradeHistoryResponse(TypedDict, total=False):
-    UpgradeHistories: Optional[UpgradeHistoryList]
-    NextToken: Optional[String]
+    UpgradeHistories: UpgradeHistoryList | None
+    NextToken: String | None
 
 
 class GetUpgradeStatusRequest(ServiceRequest):
@@ -2255,37 +2263,37 @@ class GetUpgradeStatusRequest(ServiceRequest):
 
 
 class GetUpgradeStatusResponse(TypedDict, total=False):
-    UpgradeStep: Optional[UpgradeStep]
-    StepStatus: Optional[UpgradeStatus]
-    UpgradeName: Optional[UpgradeName]
+    UpgradeStep: UpgradeStep | None
+    StepStatus: UpgradeStatus | None
+    UpgradeName: UpgradeName | None
 
 
-InstanceRoleList = List[InstanceRole]
+InstanceRoleList = list[InstanceRole]
 
 
 class InstanceTypeDetails(TypedDict, total=False):
-    InstanceType: Optional[OpenSearchPartitionInstanceType]
-    EncryptionEnabled: Optional[Boolean]
-    CognitoEnabled: Optional[Boolean]
-    AppLogsEnabled: Optional[Boolean]
-    AdvancedSecurityEnabled: Optional[Boolean]
-    WarmEnabled: Optional[Boolean]
-    InstanceRole: Optional[InstanceRoleList]
-    AvailabilityZones: Optional[AvailabilityZoneList]
+    InstanceType: OpenSearchPartitionInstanceType | None
+    EncryptionEnabled: Boolean | None
+    CognitoEnabled: Boolean | None
+    AppLogsEnabled: Boolean | None
+    AdvancedSecurityEnabled: Boolean | None
+    WarmEnabled: Boolean | None
+    InstanceRole: InstanceRoleList | None
+    AvailabilityZones: AvailabilityZoneList | None
 
 
-InstanceTypeDetailsList = List[InstanceTypeDetails]
+InstanceTypeDetailsList = list[InstanceTypeDetails]
 
 
 class ListApplicationsRequest(ServiceRequest):
-    nextToken: Optional[NextToken]
-    statuses: Optional[ApplicationStatuses]
-    maxResults: Optional[MaxResults]
+    nextToken: NextToken | None
+    statuses: ApplicationStatuses | None
+    maxResults: MaxResults | None
 
 
 class ListApplicationsResponse(TypedDict, total=False):
-    ApplicationSummaries: Optional[ApplicationSummaries]
-    nextToken: Optional[NextToken]
+    ApplicationSummaries: ApplicationSummaries | None
+    nextToken: NextToken | None
 
 
 class ListDataSourcesRequest(ServiceRequest):
@@ -2293,79 +2301,79 @@ class ListDataSourcesRequest(ServiceRequest):
 
 
 class ListDataSourcesResponse(TypedDict, total=False):
-    DataSources: Optional[DataSourceList]
+    DataSources: DataSourceList | None
 
 
 class ListDirectQueryDataSourcesRequest(ServiceRequest):
-    NextToken: Optional[NextToken]
+    NextToken: NextToken | None
 
 
 class ListDirectQueryDataSourcesResponse(TypedDict, total=False):
-    NextToken: Optional[NextToken]
-    DirectQueryDataSources: Optional[DirectQueryDataSourceList]
+    NextToken: NextToken | None
+    DirectQueryDataSources: DirectQueryDataSourceList | None
 
 
 class ListDomainMaintenancesRequest(ServiceRequest):
     DomainName: DomainName
-    Action: Optional[MaintenanceType]
-    Status: Optional[MaintenanceStatus]
-    MaxResults: Optional[MaxResults]
-    NextToken: Optional[NextToken]
+    Action: MaintenanceType | None
+    Status: MaintenanceStatus | None
+    MaxResults: MaxResults | None
+    NextToken: NextToken | None
 
 
 class ListDomainMaintenancesResponse(TypedDict, total=False):
-    DomainMaintenances: Optional[DomainMaintenanceList]
-    NextToken: Optional[NextToken]
+    DomainMaintenances: DomainMaintenanceList | None
+    NextToken: NextToken | None
 
 
 class ListDomainNamesRequest(ServiceRequest):
-    EngineType: Optional[EngineType]
+    EngineType: EngineType | None
 
 
 class ListDomainNamesResponse(TypedDict, total=False):
-    DomainNames: Optional[DomainInfoList]
+    DomainNames: DomainInfoList | None
 
 
 class ListDomainsForPackageRequest(ServiceRequest):
     PackageID: PackageID
-    MaxResults: Optional[MaxResults]
-    NextToken: Optional[NextToken]
+    MaxResults: MaxResults | None
+    NextToken: NextToken | None
 
 
 class ListDomainsForPackageResponse(TypedDict, total=False):
-    DomainPackageDetailsList: Optional[DomainPackageDetailsList]
-    NextToken: Optional[String]
+    DomainPackageDetailsList: DomainPackageDetailsList | None
+    NextToken: String | None
 
 
 class ListInstanceTypeDetailsRequest(ServiceRequest):
     EngineVersion: VersionString
-    DomainName: Optional[DomainName]
-    MaxResults: Optional[MaxResults]
-    NextToken: Optional[NextToken]
-    RetrieveAZs: Optional[Boolean]
-    InstanceType: Optional[InstanceTypeString]
+    DomainName: DomainName | None
+    MaxResults: MaxResults | None
+    NextToken: NextToken | None
+    RetrieveAZs: Boolean | None
+    InstanceType: InstanceTypeString | None
 
 
 class ListInstanceTypeDetailsResponse(TypedDict, total=False):
-    InstanceTypeDetails: Optional[InstanceTypeDetailsList]
-    NextToken: Optional[NextToken]
+    InstanceTypeDetails: InstanceTypeDetailsList | None
+    NextToken: NextToken | None
 
 
 class ListPackagesForDomainRequest(ServiceRequest):
     DomainName: DomainName
-    MaxResults: Optional[MaxResults]
-    NextToken: Optional[NextToken]
+    MaxResults: MaxResults | None
+    NextToken: NextToken | None
 
 
 class ListPackagesForDomainResponse(TypedDict, total=False):
-    DomainPackageDetailsList: Optional[DomainPackageDetailsList]
-    NextToken: Optional[String]
+    DomainPackageDetailsList: DomainPackageDetailsList | None
+    NextToken: String | None
 
 
 class ListScheduledActionsRequest(ServiceRequest):
     DomainName: DomainName
-    MaxResults: Optional[MaxResults]
-    NextToken: Optional[NextToken]
+    MaxResults: MaxResults | None
+    NextToken: NextToken | None
 
 
 class ScheduledAction(TypedDict, total=False):
@@ -2373,19 +2381,19 @@ class ScheduledAction(TypedDict, total=False):
     Type: ActionType
     Severity: ActionSeverity
     ScheduledTime: Long
-    Description: Optional[String]
-    ScheduledBy: Optional[ScheduledBy]
-    Status: Optional[ActionStatus]
-    Mandatory: Optional[Boolean]
-    Cancellable: Optional[Boolean]
+    Description: String | None
+    ScheduledBy: ScheduledBy | None
+    Status: ActionStatus | None
+    Mandatory: Boolean | None
+    Cancellable: Boolean | None
 
 
-ScheduledActionsList = List[ScheduledAction]
+ScheduledActionsList = list[ScheduledAction]
 
 
 class ListScheduledActionsResponse(TypedDict, total=False):
-    ScheduledActions: Optional[ScheduledActionsList]
-    NextToken: Optional[NextToken]
+    ScheduledActions: ScheduledActionsList | None
+    NextToken: NextToken | None
 
 
 class ListTagsRequest(ServiceRequest):
@@ -2393,22 +2401,22 @@ class ListTagsRequest(ServiceRequest):
 
 
 class ListTagsResponse(TypedDict, total=False):
-    TagList: Optional[TagList]
+    TagList: TagList | None
 
 
 class ListVersionsRequest(ServiceRequest):
-    MaxResults: Optional[MaxResults]
-    NextToken: Optional[NextToken]
+    MaxResults: MaxResults | None
+    NextToken: NextToken | None
 
 
 class ListVersionsResponse(TypedDict, total=False):
-    Versions: Optional[VersionList]
-    NextToken: Optional[NextToken]
+    Versions: VersionList | None
+    NextToken: NextToken | None
 
 
 class ListVpcEndpointAccessRequest(ServiceRequest):
     DomainName: DomainName
-    NextToken: Optional[NextToken]
+    NextToken: NextToken | None
 
 
 class ListVpcEndpointAccessResponse(TypedDict, total=False):
@@ -2418,10 +2426,10 @@ class ListVpcEndpointAccessResponse(TypedDict, total=False):
 
 class ListVpcEndpointsForDomainRequest(ServiceRequest):
     DomainName: DomainName
-    NextToken: Optional[NextToken]
+    NextToken: NextToken | None
 
 
-VpcEndpointSummaryList = List[VpcEndpointSummary]
+VpcEndpointSummaryList = list[VpcEndpointSummary]
 
 
 class ListVpcEndpointsForDomainResponse(TypedDict, total=False):
@@ -2430,7 +2438,7 @@ class ListVpcEndpointsForDomainResponse(TypedDict, total=False):
 
 
 class ListVpcEndpointsRequest(ServiceRequest):
-    NextToken: Optional[NextToken]
+    NextToken: NextToken | None
 
 
 class ListVpcEndpointsResponse(TypedDict, total=False):
@@ -2441,12 +2449,21 @@ class ListVpcEndpointsResponse(TypedDict, total=False):
 class PurchaseReservedInstanceOfferingRequest(ServiceRequest):
     ReservedInstanceOfferingId: GUID
     ReservationName: ReservationToken
-    InstanceCount: Optional[InstanceCount]
+    InstanceCount: InstanceCount | None
 
 
 class PurchaseReservedInstanceOfferingResponse(TypedDict, total=False):
-    ReservedInstanceId: Optional[GUID]
-    ReservationName: Optional[ReservationToken]
+    ReservedInstanceId: GUID | None
+    ReservationName: ReservationToken | None
+
+
+class PutDefaultApplicationSettingRequest(ServiceRequest):
+    applicationArn: ARN
+    setAsDefault: Boolean
+
+
+class PutDefaultApplicationSettingResponse(TypedDict, total=False):
+    applicationArn: ARN | None
 
 
 class RejectInboundConnectionRequest(ServiceRequest):
@@ -2454,7 +2471,7 @@ class RejectInboundConnectionRequest(ServiceRequest):
 
 
 class RejectInboundConnectionResponse(TypedDict, total=False):
-    Connection: Optional[InboundConnection]
+    Connection: InboundConnection | None
 
 
 class RemoveTagsRequest(ServiceRequest):
@@ -2464,8 +2481,8 @@ class RemoveTagsRequest(ServiceRequest):
 
 class RevokeVpcEndpointAccessRequest(ServiceRequest):
     DomainName: DomainName
-    Account: Optional[AWSAccount]
-    Service: Optional[AWSServicePrincipal]
+    Account: AWSAccount | None
+    Service: AWSServicePrincipal | None
 
 
 class RevokeVpcEndpointAccessResponse(TypedDict, total=False):
@@ -2475,104 +2492,104 @@ class RevokeVpcEndpointAccessResponse(TypedDict, total=False):
 class StartDomainMaintenanceRequest(ServiceRequest):
     DomainName: DomainName
     Action: MaintenanceType
-    NodeId: Optional[NodeId]
+    NodeId: NodeId | None
 
 
 class StartDomainMaintenanceResponse(TypedDict, total=False):
-    MaintenanceId: Optional[RequestId]
+    MaintenanceId: RequestId | None
 
 
 class StartServiceSoftwareUpdateRequest(ServiceRequest):
     DomainName: DomainName
-    ScheduleAt: Optional[ScheduleAt]
-    DesiredStartTime: Optional[Long]
+    ScheduleAt: ScheduleAt | None
+    DesiredStartTime: Long | None
 
 
 class StartServiceSoftwareUpdateResponse(TypedDict, total=False):
-    ServiceSoftwareOptions: Optional[ServiceSoftwareOptions]
+    ServiceSoftwareOptions: ServiceSoftwareOptions | None
 
 
 class UpdateApplicationRequest(ServiceRequest):
     id: Id
-    dataSources: Optional[DataSources]
-    appConfigs: Optional[AppConfigs]
+    dataSources: DataSources | None
+    appConfigs: AppConfigs | None
 
 
 class UpdateApplicationResponse(TypedDict, total=False):
-    id: Optional[Id]
-    name: Optional[ApplicationName]
-    arn: Optional[ARN]
-    dataSources: Optional[DataSources]
-    iamIdentityCenterOptions: Optional[IamIdentityCenterOptions]
-    appConfigs: Optional[AppConfigs]
-    createdAt: Optional[Timestamp]
-    lastUpdatedAt: Optional[Timestamp]
+    id: Id | None
+    name: ApplicationName | None
+    arn: ARN | None
+    dataSources: DataSources | None
+    iamIdentityCenterOptions: IamIdentityCenterOptions | None
+    appConfigs: AppConfigs | None
+    createdAt: Timestamp | None
+    lastUpdatedAt: Timestamp | None
 
 
 class UpdateDataSourceRequest(ServiceRequest):
     DomainName: DomainName
     Name: DataSourceName
     DataSourceType: DataSourceType
-    Description: Optional[DataSourceDescription]
-    Status: Optional[DataSourceStatus]
+    Description: DataSourceDescription | None
+    Status: DataSourceStatus | None
 
 
 class UpdateDataSourceResponse(TypedDict, total=False):
-    Message: Optional[String]
+    Message: String | None
 
 
 class UpdateDirectQueryDataSourceRequest(ServiceRequest):
     DataSourceName: DirectQueryDataSourceName
     DataSourceType: DirectQueryDataSourceType
-    Description: Optional[DirectQueryDataSourceDescription]
+    Description: DirectQueryDataSourceDescription | None
     OpenSearchArns: DirectQueryOpenSearchARNList
 
 
 class UpdateDirectQueryDataSourceResponse(TypedDict, total=False):
-    DataSourceArn: Optional[String]
+    DataSourceArn: String | None
 
 
 class UpdateDomainConfigRequest(ServiceRequest):
     DomainName: DomainName
-    ClusterConfig: Optional[ClusterConfig]
-    EBSOptions: Optional[EBSOptions]
-    SnapshotOptions: Optional[SnapshotOptions]
-    VPCOptions: Optional[VPCOptions]
-    CognitoOptions: Optional[CognitoOptions]
-    AdvancedOptions: Optional[AdvancedOptions]
-    AccessPolicies: Optional[PolicyDocument]
-    IPAddressType: Optional[IPAddressType]
-    LogPublishingOptions: Optional[LogPublishingOptions]
-    EncryptionAtRestOptions: Optional[EncryptionAtRestOptions]
-    DomainEndpointOptions: Optional[DomainEndpointOptions]
-    NodeToNodeEncryptionOptions: Optional[NodeToNodeEncryptionOptions]
-    AdvancedSecurityOptions: Optional[AdvancedSecurityOptionsInput]
-    IdentityCenterOptions: Optional[IdentityCenterOptionsInput]
-    AutoTuneOptions: Optional[AutoTuneOptions]
-    DryRun: Optional[DryRun]
-    DryRunMode: Optional[DryRunMode]
-    OffPeakWindowOptions: Optional[OffPeakWindowOptions]
-    SoftwareUpdateOptions: Optional[SoftwareUpdateOptions]
-    AIMLOptions: Optional[AIMLOptionsInput]
+    ClusterConfig: ClusterConfig | None
+    EBSOptions: EBSOptions | None
+    SnapshotOptions: SnapshotOptions | None
+    VPCOptions: VPCOptions | None
+    CognitoOptions: CognitoOptions | None
+    AdvancedOptions: AdvancedOptions | None
+    AccessPolicies: PolicyDocument | None
+    IPAddressType: IPAddressType | None
+    LogPublishingOptions: LogPublishingOptions | None
+    EncryptionAtRestOptions: EncryptionAtRestOptions | None
+    DomainEndpointOptions: DomainEndpointOptions | None
+    NodeToNodeEncryptionOptions: NodeToNodeEncryptionOptions | None
+    AdvancedSecurityOptions: AdvancedSecurityOptionsInput | None
+    IdentityCenterOptions: IdentityCenterOptionsInput | None
+    AutoTuneOptions: AutoTuneOptions | None
+    DryRun: DryRun | None
+    DryRunMode: DryRunMode | None
+    OffPeakWindowOptions: OffPeakWindowOptions | None
+    SoftwareUpdateOptions: SoftwareUpdateOptions | None
+    AIMLOptions: AIMLOptionsInput | None
 
 
 class UpdateDomainConfigResponse(TypedDict, total=False):
     DomainConfig: DomainConfig
-    DryRunResults: Optional[DryRunResults]
-    DryRunProgressStatus: Optional[DryRunProgressStatus]
+    DryRunResults: DryRunResults | None
+    DryRunProgressStatus: DryRunProgressStatus | None
 
 
 class UpdatePackageRequest(ServiceRequest):
     PackageID: PackageID
     PackageSource: PackageSource
-    PackageDescription: Optional[PackageDescription]
-    CommitMessage: Optional[CommitMessage]
-    PackageConfiguration: Optional[PackageConfiguration]
-    PackageEncryptionOptions: Optional[PackageEncryptionOptions]
+    PackageDescription: PackageDescription | None
+    CommitMessage: CommitMessage | None
+    PackageConfiguration: PackageConfiguration | None
+    PackageEncryptionOptions: PackageEncryptionOptions | None
 
 
 class UpdatePackageResponse(TypedDict, total=False):
-    PackageDetails: Optional[PackageDetails]
+    PackageDetails: PackageDetails | None
 
 
 class UpdatePackageScopeRequest(ServiceRequest):
@@ -2582,9 +2599,9 @@ class UpdatePackageScopeRequest(ServiceRequest):
 
 
 class UpdatePackageScopeResponse(TypedDict, total=False):
-    PackageID: Optional[PackageID]
-    Operation: Optional[PackageScopeOperationEnum]
-    PackageUserList: Optional[PackageUserList]
+    PackageID: PackageID | None
+    Operation: PackageScopeOperationEnum | None
+    PackageUserList: PackageUserList | None
 
 
 class UpdateScheduledActionRequest(ServiceRequest):
@@ -2592,11 +2609,11 @@ class UpdateScheduledActionRequest(ServiceRequest):
     ActionID: String
     ActionType: ActionType
     ScheduleAt: ScheduleAt
-    DesiredStartTime: Optional[Long]
+    DesiredStartTime: Long | None
 
 
 class UpdateScheduledActionResponse(TypedDict, total=False):
-    ScheduledAction: Optional[ScheduledAction]
+    ScheduledAction: ScheduledAction | None
 
 
 class UpdateVpcEndpointRequest(ServiceRequest):
@@ -2611,22 +2628,22 @@ class UpdateVpcEndpointResponse(TypedDict, total=False):
 class UpgradeDomainRequest(ServiceRequest):
     DomainName: DomainName
     TargetVersion: VersionString
-    PerformCheckOnly: Optional[Boolean]
-    AdvancedOptions: Optional[AdvancedOptions]
+    PerformCheckOnly: Boolean | None
+    AdvancedOptions: AdvancedOptions | None
 
 
 class UpgradeDomainResponse(TypedDict, total=False):
-    UpgradeId: Optional[String]
-    DomainName: Optional[DomainName]
-    TargetVersion: Optional[VersionString]
-    PerformCheckOnly: Optional[Boolean]
-    AdvancedOptions: Optional[AdvancedOptions]
-    ChangeProgressDetails: Optional[ChangeProgressDetails]
+    UpgradeId: String | None
+    DomainName: DomainName | None
+    TargetVersion: VersionString | None
+    PerformCheckOnly: Boolean | None
+    AdvancedOptions: AdvancedOptions | None
+    ChangeProgressDetails: ChangeProgressDetails | None
 
 
 class OpensearchApi:
-    service = "opensearch"
-    version = "2021-01-01"
+    service: str = "opensearch"
+    version: str = "2021-01-01"
 
     @handler("AcceptInboundConnection")
     def accept_inbound_connection(
@@ -3009,6 +3026,12 @@ def get_data_source(
     ) -> GetDataSourceResponse:
         raise NotImplementedError
 
+    @handler("GetDefaultApplicationSetting")
+    def get_default_application_setting(
+        self, context: RequestContext, **kwargs
+    ) -> GetDefaultApplicationSettingResponse:
+        raise NotImplementedError
+
     @handler("GetDirectQueryDataSource")
     def get_direct_query_data_source(
         self, context: RequestContext, data_source_name: DirectQueryDataSourceName, **kwargs
@@ -3189,6 +3212,12 @@ def purchase_reserved_instance_offering(
     ) -> PurchaseReservedInstanceOfferingResponse:
         raise NotImplementedError
 
+    @handler("PutDefaultApplicationSetting")
+    def put_default_application_setting(
+        self, context: RequestContext, application_arn: ARN, set_as_default: Boolean, **kwargs
+    ) -> PutDefaultApplicationSettingResponse:
+        raise NotImplementedError
+
     @handler("RejectInboundConnection")
     def reject_inbound_connection(
         self, context: RequestContext, connection_id: ConnectionId, **kwargs
diff --git a/localstack-core/localstack/aws/api/pipes/__init__.py b/localstack-core/localstack/aws/api/pipes/__init__.py
index 48ae582ede810..9ed5cf8467091 100644
--- a/localstack-core/localstack/aws/api/pipes/__init__.py
+++ b/localstack-core/localstack/aws/api/pipes/__init__.py
@@ -1,6 +1,6 @@
 from datetime import datetime
 from enum import StrEnum
-from typing import Dict, List, Optional, TypedDict
+from typing import TypedDict
 
 from localstack.aws.api import RequestContext, ServiceException, ServiceRequest, handler
 
@@ -243,7 +243,7 @@ class InternalException(ServiceException):
     code: str = "InternalException"
     sender_fault: bool = False
     status_code: int = 500
-    retryAfterSeconds: Optional[Integer]
+    retryAfterSeconds: Integer | None
 
 
 class NotFoundException(ServiceException):
@@ -266,9 +266,9 @@ class ThrottlingException(ServiceException):
     code: str = "ThrottlingException"
     sender_fault: bool = True
     status_code: int = 429
-    serviceCode: Optional[String]
-    quotaCode: Optional[String]
-    retryAfterSeconds: Optional[Integer]
+    serviceCode: String | None
+    quotaCode: String | None
+    retryAfterSeconds: Integer | None
 
 
 class ValidationExceptionField(TypedDict, total=False):
@@ -276,28 +276,28 @@ class ValidationExceptionField(TypedDict, total=False):
     message: ErrorMessage
 
 
-ValidationExceptionFieldList = List[ValidationExceptionField]
+ValidationExceptionFieldList = list[ValidationExceptionField]
 
 
 class ValidationException(ServiceException):
     code: str = "ValidationException"
     sender_fault: bool = True
     status_code: int = 400
-    fieldList: Optional[ValidationExceptionFieldList]
+    fieldList: ValidationExceptionFieldList | None
 
 
-SecurityGroups = List[SecurityGroup]
-Subnets = List[Subnet]
+SecurityGroups = list[SecurityGroup]
+Subnets = list[Subnet]
 
 
 class AwsVpcConfiguration(TypedDict, total=False):
     Subnets: Subnets
-    SecurityGroups: Optional[SecurityGroups]
-    AssignPublicIp: Optional[AssignPublicIp]
+    SecurityGroups: SecurityGroups | None
+    AssignPublicIp: AssignPublicIp | None
 
 
 class BatchArrayProperties(TypedDict, total=False):
-    Size: Optional[BatchArraySize]
+    Size: BatchArraySize | None
 
 
 class BatchResourceRequirement(TypedDict, total=False):
@@ -305,56 +305,56 @@ class BatchResourceRequirement(TypedDict, total=False):
     Value: String
 
 
-BatchResourceRequirementsList = List[BatchResourceRequirement]
+BatchResourceRequirementsList = list[BatchResourceRequirement]
 
 
 class BatchEnvironmentVariable(TypedDict, total=False):
-    Name: Optional[String]
-    Value: Optional[String]
+    Name: String | None
+    Value: String | None
 
 
-BatchEnvironmentVariableList = List[BatchEnvironmentVariable]
-StringList = List[String]
+BatchEnvironmentVariableList = list[BatchEnvironmentVariable]
+StringList = list[String]
 
 
 class BatchContainerOverrides(TypedDict, total=False):
-    Command: Optional[StringList]
-    Environment: Optional[BatchEnvironmentVariableList]
-    InstanceType: Optional[String]
-    ResourceRequirements: Optional[BatchResourceRequirementsList]
+    Command: StringList | None
+    Environment: BatchEnvironmentVariableList | None
+    InstanceType: String | None
+    ResourceRequirements: BatchResourceRequirementsList | None
 
 
 class BatchJobDependency(TypedDict, total=False):
-    JobId: Optional[String]
-    Type: Optional[BatchJobDependencyType]
+    JobId: String | None
+    Type: BatchJobDependencyType | None
 
 
-BatchDependsOn = List[BatchJobDependency]
-BatchParametersMap = Dict[String, String]
+BatchDependsOn = list[BatchJobDependency]
+BatchParametersMap = dict[String, String]
 
 
 class BatchRetryStrategy(TypedDict, total=False):
-    Attempts: Optional[BatchRetryAttempts]
+    Attempts: BatchRetryAttempts | None
 
 
 class CapacityProviderStrategyItem(TypedDict, total=False):
     capacityProvider: CapacityProvider
-    weight: Optional[CapacityProviderStrategyItemWeight]
-    base: Optional[CapacityProviderStrategyItemBase]
+    weight: CapacityProviderStrategyItemWeight | None
+    base: CapacityProviderStrategyItemBase | None
 
 
-CapacityProviderStrategy = List[CapacityProviderStrategyItem]
+CapacityProviderStrategy = list[CapacityProviderStrategyItem]
 
 
 class CloudwatchLogsLogDestination(TypedDict, total=False):
-    LogGroupArn: Optional[CloudwatchLogGroupArn]
+    LogGroupArn: CloudwatchLogGroupArn | None
 
 
 class CloudwatchLogsLogDestinationParameters(TypedDict, total=False):
     LogGroupArn: CloudwatchLogGroupArn
 
 
-IncludeExecutionData = List[IncludeExecutionDataOption]
+IncludeExecutionData = list[IncludeExecutionDataOption]
 
 
 class FirehoseLogDestinationParameters(TypedDict, total=False):
@@ -364,19 +364,19 @@ class FirehoseLogDestinationParameters(TypedDict, total=False):
 class S3LogDestinationParameters(TypedDict, total=False):
     BucketName: S3LogDestinationParametersBucketNameString
     BucketOwner: S3LogDestinationParametersBucketOwnerString
-    OutputFormat: Optional[S3OutputFormat]
-    Prefix: Optional[S3LogDestinationParametersPrefixString]
+    OutputFormat: S3OutputFormat | None
+    Prefix: S3LogDestinationParametersPrefixString | None
 
 
 class PipeLogConfigurationParameters(TypedDict, total=False):
-    S3LogDestination: Optional[S3LogDestinationParameters]
-    FirehoseLogDestination: Optional[FirehoseLogDestinationParameters]
-    CloudwatchLogsLogDestination: Optional[CloudwatchLogsLogDestinationParameters]
+    S3LogDestination: S3LogDestinationParameters | None
+    FirehoseLogDestination: FirehoseLogDestinationParameters | None
+    CloudwatchLogsLogDestination: CloudwatchLogsLogDestinationParameters | None
     Level: LogLevel
-    IncludeExecutionData: Optional[IncludeExecutionData]
+    IncludeExecutionData: IncludeExecutionData | None
 
 
-TagMap = Dict[TagKey, TagValue]
+TagMap = dict[TagKey, TagValue]
 
 
 class MultiMeasureAttributeMapping(TypedDict, total=False):
@@ -385,7 +385,7 @@ class MultiMeasureAttributeMapping(TypedDict, total=False):
     MultiMeasureAttributeName: MultiMeasureAttributeName
 
 
-MultiMeasureAttributeMappings = List[MultiMeasureAttributeMapping]
+MultiMeasureAttributeMappings = list[MultiMeasureAttributeMapping]
 
 
 class MultiMeasureMapping(TypedDict, total=False):
@@ -393,7 +393,7 @@ class MultiMeasureMapping(TypedDict, total=False):
     MultiMeasureAttributeMappings: MultiMeasureAttributeMappings
 
 
-MultiMeasureMappings = List[MultiMeasureMapping]
+MultiMeasureMappings = list[MultiMeasureMapping]
 
 
 class SingleMeasureMapping(TypedDict, total=False):
@@ -402,7 +402,7 @@ class SingleMeasureMapping(TypedDict, total=False):
     MeasureName: MeasureName
 
 
-SingleMeasureMappings = List[SingleMeasureMapping]
+SingleMeasureMappings = list[SingleMeasureMapping]
 
 
 class DimensionMapping(TypedDict, total=False):
@@ -411,34 +411,34 @@ class DimensionMapping(TypedDict, total=False):
     DimensionName: DimensionName
 
 
-DimensionMappings = List[DimensionMapping]
+DimensionMappings = list[DimensionMapping]
 
 
 class PipeTargetTimestreamParameters(TypedDict, total=False):
     TimeValue: TimeValue
-    EpochTimeUnit: Optional[EpochTimeUnit]
-    TimeFieldType: Optional[TimeFieldType]
-    TimestampFormat: Optional[TimestampFormat]
+    EpochTimeUnit: EpochTimeUnit | None
+    TimeFieldType: TimeFieldType | None
+    TimestampFormat: TimestampFormat | None
     VersionValue: VersionValue
     DimensionMappings: DimensionMappings
-    SingleMeasureMappings: Optional[SingleMeasureMappings]
-    MultiMeasureMappings: Optional[MultiMeasureMappings]
+    SingleMeasureMappings: SingleMeasureMappings | None
+    MultiMeasureMappings: MultiMeasureMappings | None
 
 
 class PipeTargetCloudWatchLogsParameters(TypedDict, total=False):
-    LogStreamName: Optional[LogStreamName]
-    Timestamp: Optional[JsonPath]
+    LogStreamName: LogStreamName | None
+    Timestamp: JsonPath | None
 
 
-EventBridgeEventResourceList = List[ArnOrJsonPath]
+EventBridgeEventResourceList = list[ArnOrJsonPath]
 
 
 class PipeTargetEventBridgeEventBusParameters(TypedDict, total=False):
-    EndpointId: Optional[EventBridgeEndpointId]
-    DetailType: Optional[EventBridgeDetailType]
-    Source: Optional[EventBridgeEventSource]
-    Resources: Optional[EventBridgeEventResourceList]
-    Time: Optional[JsonPath]
+    EndpointId: EventBridgeEndpointId | None
+    DetailType: EventBridgeDetailType | None
+    Source: EventBridgeEventSource | None
+    Resources: EventBridgeEventResourceList | None
+    Time: JsonPath | None
 
 
 class SageMakerPipelineParameter(TypedDict, total=False):
@@ -446,49 +446,49 @@ class SageMakerPipelineParameter(TypedDict, total=False):
     Value: SageMakerPipelineParameterValue
 
 
-SageMakerPipelineParameterList = List[SageMakerPipelineParameter]
+SageMakerPipelineParameterList = list[SageMakerPipelineParameter]
 
 
 class PipeTargetSageMakerPipelineParameters(TypedDict, total=False):
-    PipelineParameterList: Optional[SageMakerPipelineParameterList]
+    PipelineParameterList: SageMakerPipelineParameterList | None
 
 
-Sqls = List[Sql]
+Sqls = list[Sql]
 
 
 class PipeTargetRedshiftDataParameters(TypedDict, total=False):
-    SecretManagerArn: Optional[SecretManagerArnOrJsonPath]
+    SecretManagerArn: SecretManagerArnOrJsonPath | None
     Database: Database
-    DbUser: Optional[DbUser]
-    StatementName: Optional[StatementName]
-    WithEvent: Optional[Boolean]
+    DbUser: DbUser | None
+    StatementName: StatementName | None
+    WithEvent: Boolean | None
     Sqls: Sqls
 
 
-QueryStringParametersMap = Dict[QueryStringKey, QueryStringValue]
-HeaderParametersMap = Dict[HeaderKey, HeaderValue]
-PathParameterList = List[PathParameter]
+QueryStringParametersMap = dict[QueryStringKey, QueryStringValue]
+HeaderParametersMap = dict[HeaderKey, HeaderValue]
+PathParameterList = list[PathParameter]
 
 
 class PipeTargetHttpParameters(TypedDict, total=False):
-    PathParameterValues: Optional[PathParameterList]
-    HeaderParameters: Optional[HeaderParametersMap]
-    QueryStringParameters: Optional[QueryStringParametersMap]
+    PathParameterValues: PathParameterList | None
+    HeaderParameters: HeaderParametersMap | None
+    QueryStringParameters: QueryStringParametersMap | None
 
 
 class PipeTargetSqsQueueParameters(TypedDict, total=False):
-    MessageGroupId: Optional[MessageGroupId]
-    MessageDeduplicationId: Optional[MessageDeduplicationId]
+    MessageGroupId: MessageGroupId | None
+    MessageDeduplicationId: MessageDeduplicationId | None
 
 
 class PipeTargetBatchJobParameters(TypedDict, total=False):
     JobDefinition: String
     JobName: String
-    ArrayProperties: Optional[BatchArrayProperties]
-    RetryStrategy: Optional[BatchRetryStrategy]
-    ContainerOverrides: Optional[BatchContainerOverrides]
-    DependsOn: Optional[BatchDependsOn]
-    Parameters: Optional[BatchParametersMap]
+    ArrayProperties: BatchArrayProperties | None
+    RetryStrategy: BatchRetryStrategy | None
+    ContainerOverrides: BatchContainerOverrides | None
+    DependsOn: BatchDependsOn | None
+    Parameters: BatchParametersMap | None
 
 
 class Tag(TypedDict, total=False):
@@ -496,15 +496,15 @@ class Tag(TypedDict, total=False):
     Value: TagValue
 
 
-TagList = List[Tag]
+TagList = list[Tag]
 
 
 class EcsInferenceAcceleratorOverride(TypedDict, total=False):
-    deviceName: Optional[String]
-    deviceType: Optional[String]
+    deviceName: String | None
+    deviceType: String | None
 
 
-EcsInferenceAcceleratorOverrideList = List[EcsInferenceAcceleratorOverride]
+EcsInferenceAcceleratorOverrideList = list[EcsInferenceAcceleratorOverride]
 
 
 class EcsEphemeralStorage(TypedDict, total=False):
@@ -516,7 +516,7 @@ class EcsResourceRequirement(TypedDict, total=False):
     value: String
 
 
-EcsResourceRequirementsList = List[EcsResourceRequirement]
+EcsResourceRequirementsList = list[EcsResourceRequirement]
 
 
 class EcsEnvironmentFile(TypedDict, total=False):
@@ -524,77 +524,77 @@ class EcsEnvironmentFile(TypedDict, total=False):
     value: String
 
 
-EcsEnvironmentFileList = List[EcsEnvironmentFile]
+EcsEnvironmentFileList = list[EcsEnvironmentFile]
 
 
 class EcsEnvironmentVariable(TypedDict, total=False):
-    name: Optional[String]
-    value: Optional[String]
+    name: String | None
+    value: String | None
 
 
-EcsEnvironmentVariableList = List[EcsEnvironmentVariable]
+EcsEnvironmentVariableList = list[EcsEnvironmentVariable]
 
 
 class EcsContainerOverride(TypedDict, total=False):
-    Command: Optional[StringList]
-    Cpu: Optional[Integer]
-    Environment: Optional[EcsEnvironmentVariableList]
-    EnvironmentFiles: Optional[EcsEnvironmentFileList]
-    Memory: Optional[Integer]
-    MemoryReservation: Optional[Integer]
-    Name: Optional[String]
-    ResourceRequirements: Optional[EcsResourceRequirementsList]
+    Command: StringList | None
+    Cpu: Integer | None
+    Environment: EcsEnvironmentVariableList | None
+    EnvironmentFiles: EcsEnvironmentFileList | None
+    Memory: Integer | None
+    MemoryReservation: Integer | None
+    Name: String | None
+    ResourceRequirements: EcsResourceRequirementsList | None
 
 
-EcsContainerOverrideList = List[EcsContainerOverride]
+EcsContainerOverrideList = list[EcsContainerOverride]
 
 
 class EcsTaskOverride(TypedDict, total=False):
-    ContainerOverrides: Optional[EcsContainerOverrideList]
-    Cpu: Optional[String]
-    EphemeralStorage: Optional[EcsEphemeralStorage]
-    ExecutionRoleArn: Optional[ArnOrJsonPath]
-    InferenceAcceleratorOverrides: Optional[EcsInferenceAcceleratorOverrideList]
-    Memory: Optional[String]
-    TaskRoleArn: Optional[ArnOrJsonPath]
+    ContainerOverrides: EcsContainerOverrideList | None
+    Cpu: String | None
+    EphemeralStorage: EcsEphemeralStorage | None
+    ExecutionRoleArn: ArnOrJsonPath | None
+    InferenceAcceleratorOverrides: EcsInferenceAcceleratorOverrideList | None
+    Memory: String | None
+    TaskRoleArn: ArnOrJsonPath | None
 
 
 class PlacementStrategy(TypedDict, total=False):
-    type: Optional[PlacementStrategyType]
-    field: Optional[PlacementStrategyField]
+    type: PlacementStrategyType | None
+    field: PlacementStrategyField | None
 
 
-PlacementStrategies = List[PlacementStrategy]
+PlacementStrategies = list[PlacementStrategy]
 
 
 class PlacementConstraint(TypedDict, total=False):
-    type: Optional[PlacementConstraintType]
-    expression: Optional[PlacementConstraintExpression]
+    type: PlacementConstraintType | None
+    expression: PlacementConstraintExpression | None
 
 
-PlacementConstraints = List[PlacementConstraint]
+PlacementConstraints = list[PlacementConstraint]
 
 
 class NetworkConfiguration(TypedDict, total=False):
-    awsvpcConfiguration: Optional[AwsVpcConfiguration]
+    awsvpcConfiguration: AwsVpcConfiguration | None
 
 
 class PipeTargetEcsTaskParameters(TypedDict, total=False):
     TaskDefinitionArn: ArnOrJsonPath
-    TaskCount: Optional[LimitMin1]
-    LaunchType: Optional[LaunchType]
-    NetworkConfiguration: Optional[NetworkConfiguration]
-    PlatformVersion: Optional[String]
-    Group: Optional[String]
-    CapacityProviderStrategy: Optional[CapacityProviderStrategy]
-    EnableECSManagedTags: Optional[Boolean]
-    EnableExecuteCommand: Optional[Boolean]
-    PlacementConstraints: Optional[PlacementConstraints]
-    PlacementStrategy: Optional[PlacementStrategies]
-    PropagateTags: Optional[PropagateTags]
-    ReferenceId: Optional[ReferenceId]
-    Overrides: Optional[EcsTaskOverride]
-    Tags: Optional[TagList]
+    TaskCount: LimitMin1 | None
+    LaunchType: LaunchType | None
+    NetworkConfiguration: NetworkConfiguration | None
+    PlatformVersion: String | None
+    Group: String | None
+    CapacityProviderStrategy: CapacityProviderStrategy | None
+    EnableECSManagedTags: Boolean | None
+    EnableExecuteCommand: Boolean | None
+    PlacementConstraints: PlacementConstraints | None
+    PlacementStrategy: PlacementStrategies | None
+    PropagateTags: PropagateTags | None
+    ReferenceId: ReferenceId | None
+    Overrides: EcsTaskOverride | None
+    Tags: TagList | None
 
 
 class PipeTargetKinesisStreamParameters(TypedDict, total=False):
@@ -602,121 +602,121 @@ class PipeTargetKinesisStreamParameters(TypedDict, total=False):
 
 
 class PipeTargetStateMachineParameters(TypedDict, total=False):
-    InvocationType: Optional[PipeTargetInvocationType]
+    InvocationType: PipeTargetInvocationType | None
 
 
 class PipeTargetLambdaFunctionParameters(TypedDict, total=False):
-    InvocationType: Optional[PipeTargetInvocationType]
+    InvocationType: PipeTargetInvocationType | None
 
 
 class PipeTargetParameters(TypedDict, total=False):
-    InputTemplate: Optional[InputTemplate]
-    LambdaFunctionParameters: Optional[PipeTargetLambdaFunctionParameters]
-    StepFunctionStateMachineParameters: Optional[PipeTargetStateMachineParameters]
-    KinesisStreamParameters: Optional[PipeTargetKinesisStreamParameters]
-    EcsTaskParameters: Optional[PipeTargetEcsTaskParameters]
-    BatchJobParameters: Optional[PipeTargetBatchJobParameters]
-    SqsQueueParameters: Optional[PipeTargetSqsQueueParameters]
-    HttpParameters: Optional[PipeTargetHttpParameters]
-    RedshiftDataParameters: Optional[PipeTargetRedshiftDataParameters]
-    SageMakerPipelineParameters: Optional[PipeTargetSageMakerPipelineParameters]
-    EventBridgeEventBusParameters: Optional[PipeTargetEventBridgeEventBusParameters]
-    CloudWatchLogsParameters: Optional[PipeTargetCloudWatchLogsParameters]
-    TimestreamParameters: Optional[PipeTargetTimestreamParameters]
+    InputTemplate: InputTemplate | None
+    LambdaFunctionParameters: PipeTargetLambdaFunctionParameters | None
+    StepFunctionStateMachineParameters: PipeTargetStateMachineParameters | None
+    KinesisStreamParameters: PipeTargetKinesisStreamParameters | None
+    EcsTaskParameters: PipeTargetEcsTaskParameters | None
+    BatchJobParameters: PipeTargetBatchJobParameters | None
+    SqsQueueParameters: PipeTargetSqsQueueParameters | None
+    HttpParameters: PipeTargetHttpParameters | None
+    RedshiftDataParameters: PipeTargetRedshiftDataParameters | None
+    SageMakerPipelineParameters: PipeTargetSageMakerPipelineParameters | None
+    EventBridgeEventBusParameters: PipeTargetEventBridgeEventBusParameters | None
+    CloudWatchLogsParameters: PipeTargetCloudWatchLogsParameters | None
+    TimestreamParameters: PipeTargetTimestreamParameters | None
 
 
 class PipeEnrichmentHttpParameters(TypedDict, total=False):
-    PathParameterValues: Optional[PathParameterList]
-    HeaderParameters: Optional[HeaderParametersMap]
-    QueryStringParameters: Optional[QueryStringParametersMap]
+    PathParameterValues: PathParameterList | None
+    HeaderParameters: HeaderParametersMap | None
+    QueryStringParameters: QueryStringParametersMap | None
 
 
 class PipeEnrichmentParameters(TypedDict, total=False):
-    InputTemplate: Optional[InputTemplate]
-    HttpParameters: Optional[PipeEnrichmentHttpParameters]
+    InputTemplate: InputTemplate | None
+    HttpParameters: PipeEnrichmentHttpParameters | None
 
 
-SecurityGroupIds = List[SecurityGroupId]
-SubnetIds = List[SubnetId]
+SecurityGroupIds = list[SecurityGroupId]
+SubnetIds = list[SubnetId]
 
 
 class SelfManagedKafkaAccessConfigurationVpc(TypedDict, total=False):
-    Subnets: Optional[SubnetIds]
-    SecurityGroup: Optional[SecurityGroupIds]
+    Subnets: SubnetIds | None
+    SecurityGroup: SecurityGroupIds | None
 
 
 class SelfManagedKafkaAccessConfigurationCredentials(TypedDict, total=False):
-    BasicAuth: Optional[SecretManagerArn]
-    SaslScram512Auth: Optional[SecretManagerArn]
-    SaslScram256Auth: Optional[SecretManagerArn]
-    ClientCertificateTlsAuth: Optional[SecretManagerArn]
+    BasicAuth: SecretManagerArn | None
+    SaslScram512Auth: SecretManagerArn | None
+    SaslScram256Auth: SecretManagerArn | None
+    ClientCertificateTlsAuth: SecretManagerArn | None
 
 
-KafkaBootstrapServers = List[EndpointString]
+KafkaBootstrapServers = list[EndpointString]
 
 
 class PipeSourceSelfManagedKafkaParameters(TypedDict, total=False):
     TopicName: KafkaTopicName
-    StartingPosition: Optional[SelfManagedKafkaStartPosition]
-    AdditionalBootstrapServers: Optional[KafkaBootstrapServers]
-    BatchSize: Optional[LimitMax10000]
-    MaximumBatchingWindowInSeconds: Optional[MaximumBatchingWindowInSeconds]
-    ConsumerGroupID: Optional[URI]
-    Credentials: Optional[SelfManagedKafkaAccessConfigurationCredentials]
-    ServerRootCaCertificate: Optional[SecretManagerArn]
-    Vpc: Optional[SelfManagedKafkaAccessConfigurationVpc]
+    StartingPosition: SelfManagedKafkaStartPosition | None
+    AdditionalBootstrapServers: KafkaBootstrapServers | None
+    BatchSize: LimitMax10000 | None
+    MaximumBatchingWindowInSeconds: MaximumBatchingWindowInSeconds | None
+    ConsumerGroupID: URI | None
+    Credentials: SelfManagedKafkaAccessConfigurationCredentials | None
+    ServerRootCaCertificate: SecretManagerArn | None
+    Vpc: SelfManagedKafkaAccessConfigurationVpc | None
 
 
 class MSKAccessCredentials(TypedDict, total=False):
-    SaslScram512Auth: Optional[SecretManagerArn]
-    ClientCertificateTlsAuth: Optional[SecretManagerArn]
+    SaslScram512Auth: SecretManagerArn | None
+    ClientCertificateTlsAuth: SecretManagerArn | None
 
 
 class PipeSourceManagedStreamingKafkaParameters(TypedDict, total=False):
     TopicName: KafkaTopicName
-    StartingPosition: Optional[MSKStartPosition]
-    BatchSize: Optional[LimitMax10000]
-    MaximumBatchingWindowInSeconds: Optional[MaximumBatchingWindowInSeconds]
-    ConsumerGroupID: Optional[URI]
-    Credentials: Optional[MSKAccessCredentials]
+    StartingPosition: MSKStartPosition | None
+    BatchSize: LimitMax10000 | None
+    MaximumBatchingWindowInSeconds: MaximumBatchingWindowInSeconds | None
+    ConsumerGroupID: URI | None
+    Credentials: MSKAccessCredentials | None
 
 
 class MQBrokerAccessCredentials(TypedDict, total=False):
-    BasicAuth: Optional[SecretManagerArn]
+    BasicAuth: SecretManagerArn | None
 
 
 class PipeSourceRabbitMQBrokerParameters(TypedDict, total=False):
     Credentials: MQBrokerAccessCredentials
     QueueName: MQBrokerQueueName
-    VirtualHost: Optional[URI]
-    BatchSize: Optional[LimitMax10000]
-    MaximumBatchingWindowInSeconds: Optional[MaximumBatchingWindowInSeconds]
+    VirtualHost: URI | None
+    BatchSize: LimitMax10000 | None
+    MaximumBatchingWindowInSeconds: MaximumBatchingWindowInSeconds | None
 
 
 class PipeSourceActiveMQBrokerParameters(TypedDict, total=False):
     Credentials: MQBrokerAccessCredentials
     QueueName: MQBrokerQueueName
-    BatchSize: Optional[LimitMax10000]
-    MaximumBatchingWindowInSeconds: Optional[MaximumBatchingWindowInSeconds]
+    BatchSize: LimitMax10000 | None
+    MaximumBatchingWindowInSeconds: MaximumBatchingWindowInSeconds | None
 
 
 class PipeSourceSqsQueueParameters(TypedDict, total=False):
-    BatchSize: Optional[LimitMax10000]
-    MaximumBatchingWindowInSeconds: Optional[MaximumBatchingWindowInSeconds]
+    BatchSize: LimitMax10000 | None
+    MaximumBatchingWindowInSeconds: MaximumBatchingWindowInSeconds | None
 
 
 class DeadLetterConfig(TypedDict, total=False):
-    Arn: Optional[Arn]
+    Arn: Arn | None
 
 
 class PipeSourceDynamoDBStreamParameters(TypedDict, total=False):
-    BatchSize: Optional[LimitMax10000]
-    DeadLetterConfig: Optional[DeadLetterConfig]
-    OnPartialBatchItemFailure: Optional[OnPartialBatchItemFailureStreams]
-    MaximumBatchingWindowInSeconds: Optional[MaximumBatchingWindowInSeconds]
-    MaximumRecordAgeInSeconds: Optional[MaximumRecordAgeInSeconds]
-    MaximumRetryAttempts: Optional[MaximumRetryAttemptsESM]
-    ParallelizationFactor: Optional[LimitMax10]
+    BatchSize: LimitMax10000 | None
+    DeadLetterConfig: DeadLetterConfig | None
+    OnPartialBatchItemFailure: OnPartialBatchItemFailureStreams | None
+    MaximumBatchingWindowInSeconds: MaximumBatchingWindowInSeconds | None
+    MaximumRecordAgeInSeconds: MaximumRecordAgeInSeconds | None
+    MaximumRetryAttempts: MaximumRetryAttemptsESM | None
+    ParallelizationFactor: LimitMax10 | None
     StartingPosition: DynamoDBStreamStartPosition
 
 
@@ -724,62 +724,62 @@ class PipeSourceDynamoDBStreamParameters(TypedDict, total=False):
 
 
 class PipeSourceKinesisStreamParameters(TypedDict, total=False):
-    BatchSize: Optional[LimitMax10000]
-    DeadLetterConfig: Optional[DeadLetterConfig]
-    OnPartialBatchItemFailure: Optional[OnPartialBatchItemFailureStreams]
-    MaximumBatchingWindowInSeconds: Optional[MaximumBatchingWindowInSeconds]
-    MaximumRecordAgeInSeconds: Optional[MaximumRecordAgeInSeconds]
-    MaximumRetryAttempts: Optional[MaximumRetryAttemptsESM]
-    ParallelizationFactor: Optional[LimitMax10]
+    BatchSize: LimitMax10000 | None
+    DeadLetterConfig: DeadLetterConfig | None
+    OnPartialBatchItemFailure: OnPartialBatchItemFailureStreams | None
+    MaximumBatchingWindowInSeconds: MaximumBatchingWindowInSeconds | None
+    MaximumRecordAgeInSeconds: MaximumRecordAgeInSeconds | None
+    MaximumRetryAttempts: MaximumRetryAttemptsESM | None
+    ParallelizationFactor: LimitMax10 | None
     StartingPosition: KinesisStreamStartPosition
-    StartingPositionTimestamp: Optional[Timestamp]
+    StartingPositionTimestamp: Timestamp | None
 
 
 class Filter(TypedDict, total=False):
-    Pattern: Optional[EventPattern]
+    Pattern: EventPattern | None
 
 
-FilterList = List[Filter]
+FilterList = list[Filter]
 
 
 class FilterCriteria(TypedDict, total=False):
-    Filters: Optional[FilterList]
+    Filters: FilterList | None
 
 
 class PipeSourceParameters(TypedDict, total=False):
-    FilterCriteria: Optional[FilterCriteria]
-    KinesisStreamParameters: Optional[PipeSourceKinesisStreamParameters]
-    DynamoDBStreamParameters: Optional[PipeSourceDynamoDBStreamParameters]
-    SqsQueueParameters: Optional[PipeSourceSqsQueueParameters]
-    ActiveMQBrokerParameters: Optional[PipeSourceActiveMQBrokerParameters]
-    RabbitMQBrokerParameters: Optional[PipeSourceRabbitMQBrokerParameters]
-    ManagedStreamingKafkaParameters: Optional[PipeSourceManagedStreamingKafkaParameters]
-    SelfManagedKafkaParameters: Optional[PipeSourceSelfManagedKafkaParameters]
+    FilterCriteria: FilterCriteria | None
+    KinesisStreamParameters: PipeSourceKinesisStreamParameters | None
+    DynamoDBStreamParameters: PipeSourceDynamoDBStreamParameters | None
+    SqsQueueParameters: PipeSourceSqsQueueParameters | None
+    ActiveMQBrokerParameters: PipeSourceActiveMQBrokerParameters | None
+    RabbitMQBrokerParameters: PipeSourceRabbitMQBrokerParameters | None
+    ManagedStreamingKafkaParameters: PipeSourceManagedStreamingKafkaParameters | None
+    SelfManagedKafkaParameters: PipeSourceSelfManagedKafkaParameters | None
 
 
 class CreatePipeRequest(ServiceRequest):
     Name: PipeName
-    Description: Optional[PipeDescription]
-    DesiredState: Optional[RequestedPipeState]
+    Description: PipeDescription | None
+    DesiredState: RequestedPipeState | None
     Source: ArnOrUrl
-    SourceParameters: Optional[PipeSourceParameters]
-    Enrichment: Optional[OptionalArn]
-    EnrichmentParameters: Optional[PipeEnrichmentParameters]
+    SourceParameters: PipeSourceParameters | None
+    Enrichment: OptionalArn | None
+    EnrichmentParameters: PipeEnrichmentParameters | None
     Target: Arn
-    TargetParameters: Optional[PipeTargetParameters]
+    TargetParameters: PipeTargetParameters | None
     RoleArn: RoleArn
-    Tags: Optional[TagMap]
-    LogConfiguration: Optional[PipeLogConfigurationParameters]
-    KmsKeyIdentifier: Optional[KmsKeyIdentifier]
+    Tags: TagMap | None
+    LogConfiguration: PipeLogConfigurationParameters | None
+    KmsKeyIdentifier: KmsKeyIdentifier | None
 
 
 class CreatePipeResponse(TypedDict, total=False):
-    Arn: Optional[PipeArn]
-    Name: Optional[PipeName]
-    DesiredState: Optional[RequestedPipeState]
-    CurrentState: Optional[PipeState]
-    CreationTime: Optional[Timestamp]
-    LastModifiedTime: Optional[Timestamp]
+    Arn: PipeArn | None
+    Name: PipeName | None
+    DesiredState: RequestedPipeState | None
+    CurrentState: PipeState | None
+    CreationTime: Timestamp | None
+    LastModifiedTime: Timestamp | None
 
 
 class DeletePipeRequest(ServiceRequest):
@@ -787,12 +787,12 @@ class DeletePipeRequest(ServiceRequest):
 
 
 class DeletePipeResponse(TypedDict, total=False):
-    Arn: Optional[PipeArn]
-    Name: Optional[PipeName]
-    DesiredState: Optional[RequestedPipeStateDescribeResponse]
-    CurrentState: Optional[PipeState]
-    CreationTime: Optional[Timestamp]
-    LastModifiedTime: Optional[Timestamp]
+    Arn: PipeArn | None
+    Name: PipeName | None
+    DesiredState: RequestedPipeStateDescribeResponse | None
+    CurrentState: PipeState | None
+    CreationTime: Timestamp | None
+    LastModifiedTime: Timestamp | None
 
 
 class DescribePipeRequest(ServiceRequest):
@@ -800,74 +800,74 @@ class DescribePipeRequest(ServiceRequest):
 
 
 class FirehoseLogDestination(TypedDict, total=False):
-    DeliveryStreamArn: Optional[FirehoseArn]
+    DeliveryStreamArn: FirehoseArn | None
 
 
 class S3LogDestination(TypedDict, total=False):
-    BucketName: Optional[String]
-    Prefix: Optional[String]
-    BucketOwner: Optional[String]
-    OutputFormat: Optional[S3OutputFormat]
+    BucketName: String | None
+    Prefix: String | None
+    BucketOwner: String | None
+    OutputFormat: S3OutputFormat | None
 
 
 class PipeLogConfiguration(TypedDict, total=False):
-    S3LogDestination: Optional[S3LogDestination]
-    FirehoseLogDestination: Optional[FirehoseLogDestination]
-    CloudwatchLogsLogDestination: Optional[CloudwatchLogsLogDestination]
-    Level: Optional[LogLevel]
-    IncludeExecutionData: Optional[IncludeExecutionData]
+    S3LogDestination: S3LogDestination | None
+    FirehoseLogDestination: FirehoseLogDestination | None
+    CloudwatchLogsLogDestination: CloudwatchLogsLogDestination | None
+    Level: LogLevel | None
+    IncludeExecutionData: IncludeExecutionData | None
 
 
 class DescribePipeResponse(TypedDict, total=False):
-    Arn: Optional[PipeArn]
-    Name: Optional[PipeName]
-    Description: Optional[PipeDescription]
-    DesiredState: Optional[RequestedPipeStateDescribeResponse]
-    CurrentState: Optional[PipeState]
-    StateReason: Optional[PipeStateReason]
-    Source: Optional[ArnOrUrl]
-    SourceParameters: Optional[PipeSourceParameters]
-    Enrichment: Optional[OptionalArn]
-    EnrichmentParameters: Optional[PipeEnrichmentParameters]
-    Target: Optional[Arn]
-    TargetParameters: Optional[PipeTargetParameters]
-    RoleArn: Optional[RoleArn]
-    Tags: Optional[TagMap]
-    CreationTime: Optional[Timestamp]
-    LastModifiedTime: Optional[Timestamp]
-    LogConfiguration: Optional[PipeLogConfiguration]
-    KmsKeyIdentifier: Optional[KmsKeyIdentifier]
+    Arn: PipeArn | None
+    Name: PipeName | None
+    Description: PipeDescription | None
+    DesiredState: RequestedPipeStateDescribeResponse | None
+    CurrentState: PipeState | None
+    StateReason: PipeStateReason | None
+    Source: ArnOrUrl | None
+    SourceParameters: PipeSourceParameters | None
+    Enrichment: OptionalArn | None
+    EnrichmentParameters: PipeEnrichmentParameters | None
+    Target: Arn | None
+    TargetParameters: PipeTargetParameters | None
+    RoleArn: RoleArn | None
+    Tags: TagMap | None
+    CreationTime: Timestamp | None
+    LastModifiedTime: Timestamp | None
+    LogConfiguration: PipeLogConfiguration | None
+    KmsKeyIdentifier: KmsKeyIdentifier | None
 
 
 class ListPipesRequest(ServiceRequest):
-    NamePrefix: Optional[PipeName]
-    DesiredState: Optional[RequestedPipeState]
-    CurrentState: Optional[PipeState]
-    SourcePrefix: Optional[ResourceArn]
-    TargetPrefix: Optional[ResourceArn]
-    NextToken: Optional[NextToken]
-    Limit: Optional[LimitMax100]
+    NamePrefix: PipeName | None
+    DesiredState: RequestedPipeState | None
+    CurrentState: PipeState | None
+    SourcePrefix: ResourceArn | None
+    TargetPrefix: ResourceArn | None
+    NextToken: NextToken | None
+    Limit: LimitMax100 | None
 
 
 class Pipe(TypedDict, total=False):
-    Name: Optional[PipeName]
-    Arn: Optional[PipeArn]
-    DesiredState: Optional[RequestedPipeState]
-    CurrentState: Optional[PipeState]
-    StateReason: Optional[PipeStateReason]
-    CreationTime: Optional[Timestamp]
-    LastModifiedTime: Optional[Timestamp]
-    Source: Optional[ArnOrUrl]
-    Target: Optional[Arn]
-    Enrichment: Optional[OptionalArn]
+    Name: PipeName | None
+    Arn: PipeArn | None
+    DesiredState: RequestedPipeState | None
+    CurrentState: PipeState | None
+    StateReason: PipeStateReason | None
+    CreationTime: Timestamp | None
+    LastModifiedTime: Timestamp | None
+    Source: ArnOrUrl | None
+    Target: Arn | None
+    Enrichment: OptionalArn | None
 
 
-PipeList = List[Pipe]
+PipeList = list[Pipe]
 
 
 class ListPipesResponse(TypedDict, total=False):
-    Pipes: Optional[PipeList]
-    NextToken: Optional[NextToken]
+    Pipes: PipeList | None
+    NextToken: NextToken | None
 
 
 class ListTagsForResourceRequest(ServiceRequest):
@@ -875,7 +875,7 @@ class ListTagsForResourceRequest(ServiceRequest):
 
 
 class ListTagsForResourceResponse(TypedDict, total=False):
-    tags: Optional[TagMap]
+    tags: TagMap | None
 
 
 class StartPipeRequest(ServiceRequest):
@@ -883,12 +883,12 @@ class StartPipeRequest(ServiceRequest):
 
 
 class StartPipeResponse(TypedDict, total=False):
-    Arn: Optional[PipeArn]
-    Name: Optional[PipeName]
-    DesiredState: Optional[RequestedPipeState]
-    CurrentState: Optional[PipeState]
-    CreationTime: Optional[Timestamp]
-    LastModifiedTime: Optional[Timestamp]
+    Arn: PipeArn | None
+    Name: PipeName | None
+    DesiredState: RequestedPipeState | None
+    CurrentState: PipeState | None
+    CreationTime: Timestamp | None
+    LastModifiedTime: Timestamp | None
 
 
 class StopPipeRequest(ServiceRequest):
@@ -896,15 +896,15 @@ class StopPipeRequest(ServiceRequest):
 
 
 class StopPipeResponse(TypedDict, total=False):
-    Arn: Optional[PipeArn]
-    Name: Optional[PipeName]
-    DesiredState: Optional[RequestedPipeState]
-    CurrentState: Optional[PipeState]
-    CreationTime: Optional[Timestamp]
-    LastModifiedTime: Optional[Timestamp]
+    Arn: PipeArn | None
+    Name: PipeName | None
+    DesiredState: RequestedPipeState | None
+    CurrentState: PipeState | None
+    CreationTime: Timestamp | None
+    LastModifiedTime: Timestamp | None
 
 
-TagKeyList = List[TagKey]
+TagKeyList = list[TagKey]
 
 
 class TagResourceRequest(ServiceRequest):
@@ -926,93 +926,93 @@ class UntagResourceResponse(TypedDict, total=False):
 
 
 class UpdatePipeSourceSelfManagedKafkaParameters(TypedDict, total=False):
-    BatchSize: Optional[LimitMax10000]
-    MaximumBatchingWindowInSeconds: Optional[MaximumBatchingWindowInSeconds]
-    Credentials: Optional[SelfManagedKafkaAccessConfigurationCredentials]
-    ServerRootCaCertificate: Optional[SecretManagerArn]
-    Vpc: Optional[SelfManagedKafkaAccessConfigurationVpc]
+    BatchSize: LimitMax10000 | None
+    MaximumBatchingWindowInSeconds: MaximumBatchingWindowInSeconds | None
+    Credentials: SelfManagedKafkaAccessConfigurationCredentials | None
+    ServerRootCaCertificate: SecretManagerArn | None
+    Vpc: SelfManagedKafkaAccessConfigurationVpc | None
 
 
 class UpdatePipeSourceManagedStreamingKafkaParameters(TypedDict, total=False):
-    BatchSize: Optional[LimitMax10000]
-    Credentials: Optional[MSKAccessCredentials]
-    MaximumBatchingWindowInSeconds: Optional[MaximumBatchingWindowInSeconds]
+    BatchSize: LimitMax10000 | None
+    Credentials: MSKAccessCredentials | None
+    MaximumBatchingWindowInSeconds: MaximumBatchingWindowInSeconds | None
 
 
 class UpdatePipeSourceRabbitMQBrokerParameters(TypedDict, total=False):
     Credentials: MQBrokerAccessCredentials
-    BatchSize: Optional[LimitMax10000]
-    MaximumBatchingWindowInSeconds: Optional[MaximumBatchingWindowInSeconds]
+    BatchSize: LimitMax10000 | None
+    MaximumBatchingWindowInSeconds: MaximumBatchingWindowInSeconds | None
 
 
 class UpdatePipeSourceActiveMQBrokerParameters(TypedDict, total=False):
     Credentials: MQBrokerAccessCredentials
-    BatchSize: Optional[LimitMax10000]
-    MaximumBatchingWindowInSeconds: Optional[MaximumBatchingWindowInSeconds]
+    BatchSize: LimitMax10000 | None
+    MaximumBatchingWindowInSeconds: MaximumBatchingWindowInSeconds | None
 
 
 class UpdatePipeSourceSqsQueueParameters(TypedDict, total=False):
-    BatchSize: Optional[LimitMax10000]
-    MaximumBatchingWindowInSeconds: Optional[MaximumBatchingWindowInSeconds]
+    BatchSize: LimitMax10000 | None
+    MaximumBatchingWindowInSeconds: MaximumBatchingWindowInSeconds | None
 
 
 class UpdatePipeSourceDynamoDBStreamParameters(TypedDict, total=False):
-    BatchSize: Optional[LimitMax10000]
-    DeadLetterConfig: Optional[DeadLetterConfig]
-    OnPartialBatchItemFailure: Optional[OnPartialBatchItemFailureStreams]
-    MaximumBatchingWindowInSeconds: Optional[MaximumBatchingWindowInSeconds]
-    MaximumRecordAgeInSeconds: Optional[MaximumRecordAgeInSeconds]
-    MaximumRetryAttempts: Optional[MaximumRetryAttemptsESM]
-    ParallelizationFactor: Optional[LimitMax10]
+    BatchSize: LimitMax10000 | None
+    DeadLetterConfig: DeadLetterConfig | None
+    OnPartialBatchItemFailure: OnPartialBatchItemFailureStreams | None
+    MaximumBatchingWindowInSeconds: MaximumBatchingWindowInSeconds | None
+    MaximumRecordAgeInSeconds: MaximumRecordAgeInSeconds | None
+    MaximumRetryAttempts: MaximumRetryAttemptsESM | None
+    ParallelizationFactor: LimitMax10 | None
 
 
 class UpdatePipeSourceKinesisStreamParameters(TypedDict, total=False):
-    BatchSize: Optional[LimitMax10000]
-    DeadLetterConfig: Optional[DeadLetterConfig]
-    OnPartialBatchItemFailure: Optional[OnPartialBatchItemFailureStreams]
-    MaximumBatchingWindowInSeconds: Optional[MaximumBatchingWindowInSeconds]
-    MaximumRecordAgeInSeconds: Optional[MaximumRecordAgeInSeconds]
-    MaximumRetryAttempts: Optional[MaximumRetryAttemptsESM]
-    ParallelizationFactor: Optional[LimitMax10]
+    BatchSize: LimitMax10000 | None
+    DeadLetterConfig: DeadLetterConfig | None
+    OnPartialBatchItemFailure: OnPartialBatchItemFailureStreams | None
+    MaximumBatchingWindowInSeconds: MaximumBatchingWindowInSeconds | None
+    MaximumRecordAgeInSeconds: MaximumRecordAgeInSeconds | None
+    MaximumRetryAttempts: MaximumRetryAttemptsESM | None
+    ParallelizationFactor: LimitMax10 | None
 
 
 class UpdatePipeSourceParameters(TypedDict, total=False):
-    FilterCriteria: Optional[FilterCriteria]
-    KinesisStreamParameters: Optional[UpdatePipeSourceKinesisStreamParameters]
-    DynamoDBStreamParameters: Optional[UpdatePipeSourceDynamoDBStreamParameters]
-    SqsQueueParameters: Optional[UpdatePipeSourceSqsQueueParameters]
-    ActiveMQBrokerParameters: Optional[UpdatePipeSourceActiveMQBrokerParameters]
-    RabbitMQBrokerParameters: Optional[UpdatePipeSourceRabbitMQBrokerParameters]
-    ManagedStreamingKafkaParameters: Optional[UpdatePipeSourceManagedStreamingKafkaParameters]
-    SelfManagedKafkaParameters: Optional[UpdatePipeSourceSelfManagedKafkaParameters]
+    FilterCriteria: FilterCriteria | None
+    KinesisStreamParameters: UpdatePipeSourceKinesisStreamParameters | None
+    DynamoDBStreamParameters: UpdatePipeSourceDynamoDBStreamParameters | None
+    SqsQueueParameters: UpdatePipeSourceSqsQueueParameters | None
+    ActiveMQBrokerParameters: UpdatePipeSourceActiveMQBrokerParameters | None
+    RabbitMQBrokerParameters: UpdatePipeSourceRabbitMQBrokerParameters | None
+    ManagedStreamingKafkaParameters: UpdatePipeSourceManagedStreamingKafkaParameters | None
+    SelfManagedKafkaParameters: UpdatePipeSourceSelfManagedKafkaParameters | None
 
 
 class UpdatePipeRequest(ServiceRequest):
     Name: PipeName
-    Description: Optional[PipeDescription]
-    DesiredState: Optional[RequestedPipeState]
-    SourceParameters: Optional[UpdatePipeSourceParameters]
-    Enrichment: Optional[OptionalArn]
-    EnrichmentParameters: Optional[PipeEnrichmentParameters]
-    Target: Optional[Arn]
-    TargetParameters: Optional[PipeTargetParameters]
+    Description: PipeDescription | None
+    DesiredState: RequestedPipeState | None
+    SourceParameters: UpdatePipeSourceParameters | None
+    Enrichment: OptionalArn | None
+    EnrichmentParameters: PipeEnrichmentParameters | None
+    Target: Arn | None
+    TargetParameters: PipeTargetParameters | None
     RoleArn: RoleArn
-    LogConfiguration: Optional[PipeLogConfigurationParameters]
-    KmsKeyIdentifier: Optional[KmsKeyIdentifier]
+    LogConfiguration: PipeLogConfigurationParameters | None
+    KmsKeyIdentifier: KmsKeyIdentifier | None
 
 
 class UpdatePipeResponse(TypedDict, total=False):
-    Arn: Optional[PipeArn]
-    Name: Optional[PipeName]
-    DesiredState: Optional[RequestedPipeState]
-    CurrentState: Optional[PipeState]
-    CreationTime: Optional[Timestamp]
-    LastModifiedTime: Optional[Timestamp]
+    Arn: PipeArn | None
+    Name: PipeName | None
+    DesiredState: RequestedPipeState | None
+    CurrentState: PipeState | None
+    CreationTime: Timestamp | None
+    LastModifiedTime: Timestamp | None
 
 
 class PipesApi:
-    service = "pipes"
-    version = "2015-10-07"
+    service: str = "pipes"
+    version: str = "2015-10-07"
 
     @handler("CreatePipe")
     def create_pipe(
diff --git a/localstack-core/localstack/aws/api/redshift/__init__.py b/localstack-core/localstack/aws/api/redshift/__init__.py
index a2d440b99b8e9..c4eb73acd597d 100644
--- a/localstack-core/localstack/aws/api/redshift/__init__.py
+++ b/localstack-core/localstack/aws/api/redshift/__init__.py
@@ -1,6 +1,6 @@
 from datetime import datetime
 from enum import StrEnum
-from typing import Dict, List, Optional, TypedDict
+from typing import TypedDict
 
 from localstack.aws.api import RequestContext, ServiceException, ServiceRequest, handler
 
@@ -1108,256 +1108,256 @@ class AcceptReservedNodeExchangeInputMessage(ServiceRequest):
 
 
 class RecurringCharge(TypedDict, total=False):
-    RecurringChargeAmount: Optional[Double]
-    RecurringChargeFrequency: Optional[String]
+    RecurringChargeAmount: Double | None
+    RecurringChargeFrequency: String | None
 
 
-RecurringChargeList = List[RecurringCharge]
+RecurringChargeList = list[RecurringCharge]
 TStamp = datetime
 
 
 class ReservedNode(TypedDict, total=False):
-    ReservedNodeId: Optional[String]
-    ReservedNodeOfferingId: Optional[String]
-    NodeType: Optional[String]
-    StartTime: Optional[TStamp]
-    Duration: Optional[Integer]
-    FixedPrice: Optional[Double]
-    UsagePrice: Optional[Double]
-    CurrencyCode: Optional[String]
-    NodeCount: Optional[Integer]
-    State: Optional[String]
-    OfferingType: Optional[String]
-    RecurringCharges: Optional[RecurringChargeList]
-    ReservedNodeOfferingType: Optional[ReservedNodeOfferingType]
+    ReservedNodeId: String | None
+    ReservedNodeOfferingId: String | None
+    NodeType: String | None
+    StartTime: TStamp | None
+    Duration: Integer | None
+    FixedPrice: Double | None
+    UsagePrice: Double | None
+    CurrencyCode: String | None
+    NodeCount: Integer | None
+    State: String | None
+    OfferingType: String | None
+    RecurringCharges: RecurringChargeList | None
+    ReservedNodeOfferingType: ReservedNodeOfferingType | None
 
 
 class AcceptReservedNodeExchangeOutputMessage(TypedDict, total=False):
-    ExchangedReservedNode: Optional[ReservedNode]
+    ExchangedReservedNode: ReservedNode | None
 
 
 class AttributeValueTarget(TypedDict, total=False):
-    AttributeValue: Optional[String]
+    AttributeValue: String | None
 
 
-AttributeValueList = List[AttributeValueTarget]
+AttributeValueList = list[AttributeValueTarget]
 
 
 class AccountAttribute(TypedDict, total=False):
-    AttributeName: Optional[String]
-    AttributeValues: Optional[AttributeValueList]
+    AttributeName: String | None
+    AttributeValues: AttributeValueList | None
 
 
-AttributeList = List[AccountAttribute]
+AttributeList = list[AccountAttribute]
 
 
 class AccountAttributeList(TypedDict, total=False):
-    AccountAttributes: Optional[AttributeList]
+    AccountAttributes: AttributeList | None
 
 
 class AccountWithRestoreAccess(TypedDict, total=False):
-    AccountId: Optional[String]
-    AccountAlias: Optional[String]
+    AccountId: String | None
+    AccountAlias: String | None
 
 
-AccountsWithRestoreAccessList = List[AccountWithRestoreAccess]
+AccountsWithRestoreAccessList = list[AccountWithRestoreAccess]
 
 
 class AquaConfiguration(TypedDict, total=False):
-    AquaStatus: Optional[AquaStatus]
-    AquaConfigurationStatus: Optional[AquaConfigurationStatus]
+    AquaStatus: AquaStatus | None
+    AquaConfigurationStatus: AquaConfigurationStatus | None
 
 
 class AssociateDataShareConsumerMessage(ServiceRequest):
     DataShareArn: String
-    AssociateEntireAccount: Optional[BooleanOptional]
-    ConsumerArn: Optional[String]
-    ConsumerRegion: Optional[String]
-    AllowWrites: Optional[BooleanOptional]
+    AssociateEntireAccount: BooleanOptional | None
+    ConsumerArn: String | None
+    ConsumerRegion: String | None
+    AllowWrites: BooleanOptional | None
 
 
 class ClusterAssociatedToSchedule(TypedDict, total=False):
-    ClusterIdentifier: Optional[String]
-    ScheduleAssociationState: Optional[ScheduleState]
+    ClusterIdentifier: String | None
+    ScheduleAssociationState: ScheduleState | None
 
 
-AssociatedClusterList = List[ClusterAssociatedToSchedule]
+AssociatedClusterList = list[ClusterAssociatedToSchedule]
 
 
 class CertificateAssociation(TypedDict, total=False):
-    CustomDomainName: Optional[String]
-    ClusterIdentifier: Optional[String]
+    CustomDomainName: String | None
+    ClusterIdentifier: String | None
 
 
-CertificateAssociationList = List[CertificateAssociation]
+CertificateAssociationList = list[CertificateAssociation]
 
 
 class Association(TypedDict, total=False):
-    CustomDomainCertificateArn: Optional[String]
-    CustomDomainCertificateExpiryDate: Optional[TStamp]
-    CertificateAssociations: Optional[CertificateAssociationList]
+    CustomDomainCertificateArn: String | None
+    CustomDomainCertificateExpiryDate: TStamp | None
+    CertificateAssociations: CertificateAssociationList | None
 
 
-AssociationList = List[Association]
-AttributeNameList = List[String]
+AssociationList = list[Association]
+AttributeNameList = list[String]
 
 
 class AuthenticationProfile(TypedDict, total=False):
-    AuthenticationProfileName: Optional[AuthenticationProfileNameString]
-    AuthenticationProfileContent: Optional[String]
+    AuthenticationProfileName: AuthenticationProfileNameString | None
+    AuthenticationProfileContent: String | None
 
 
-AuthenticationProfileList = List[AuthenticationProfile]
+AuthenticationProfileList = list[AuthenticationProfile]
 
 
 class AuthorizeClusterSecurityGroupIngressMessage(ServiceRequest):
     ClusterSecurityGroupName: String
-    CIDRIP: Optional[String]
-    EC2SecurityGroupName: Optional[String]
-    EC2SecurityGroupOwnerId: Optional[String]
+    CIDRIP: String | None
+    EC2SecurityGroupName: String | None
+    EC2SecurityGroupOwnerId: String | None
 
 
 class Tag(TypedDict, total=False):
-    Key: Optional[String]
-    Value: Optional[String]
+    Key: String | None
+    Value: String | None
 
 
-TagList = List[Tag]
+TagList = list[Tag]
 
 
 class IPRange(TypedDict, total=False):
-    Status: Optional[String]
-    CIDRIP: Optional[String]
-    Tags: Optional[TagList]
+    Status: String | None
+    CIDRIP: String | None
+    Tags: TagList | None
 
 
-IPRangeList = List[IPRange]
+IPRangeList = list[IPRange]
 
 
 class EC2SecurityGroup(TypedDict, total=False):
-    Status: Optional[String]
-    EC2SecurityGroupName: Optional[String]
-    EC2SecurityGroupOwnerId: Optional[String]
-    Tags: Optional[TagList]
+    Status: String | None
+    EC2SecurityGroupName: String | None
+    EC2SecurityGroupOwnerId: String | None
+    Tags: TagList | None
 
 
-EC2SecurityGroupList = List[EC2SecurityGroup]
+EC2SecurityGroupList = list[EC2SecurityGroup]
 
 
 class ClusterSecurityGroup(TypedDict, total=False):
-    ClusterSecurityGroupName: Optional[String]
-    Description: Optional[String]
-    EC2SecurityGroups: Optional[EC2SecurityGroupList]
-    IPRanges: Optional[IPRangeList]
-    Tags: Optional[TagList]
+    ClusterSecurityGroupName: String | None
+    Description: String | None
+    EC2SecurityGroups: EC2SecurityGroupList | None
+    IPRanges: IPRangeList | None
+    Tags: TagList | None
 
 
 class AuthorizeClusterSecurityGroupIngressResult(TypedDict, total=False):
-    ClusterSecurityGroup: Optional[ClusterSecurityGroup]
+    ClusterSecurityGroup: ClusterSecurityGroup | None
 
 
 class AuthorizeDataShareMessage(ServiceRequest):
     DataShareArn: String
     ConsumerIdentifier: String
-    AllowWrites: Optional[BooleanOptional]
+    AllowWrites: BooleanOptional | None
 
 
-VpcIdentifierList = List[String]
+VpcIdentifierList = list[String]
 
 
 class AuthorizeEndpointAccessMessage(ServiceRequest):
-    ClusterIdentifier: Optional[String]
+    ClusterIdentifier: String | None
     Account: String
-    VpcIds: Optional[VpcIdentifierList]
+    VpcIds: VpcIdentifierList | None
 
 
 class AuthorizeSnapshotAccessMessage(ServiceRequest):
-    SnapshotIdentifier: Optional[String]
-    SnapshotArn: Optional[String]
-    SnapshotClusterIdentifier: Optional[String]
+    SnapshotIdentifier: String | None
+    SnapshotArn: String | None
+    SnapshotClusterIdentifier: String | None
     AccountWithRestoreAccess: String
 
 
-RestorableNodeTypeList = List[String]
+RestorableNodeTypeList = list[String]
 Long = int
 
 
 class Snapshot(TypedDict, total=False):
-    SnapshotIdentifier: Optional[String]
-    ClusterIdentifier: Optional[String]
-    SnapshotCreateTime: Optional[TStamp]
-    Status: Optional[String]
-    Port: Optional[Integer]
-    AvailabilityZone: Optional[String]
-    ClusterCreateTime: Optional[TStamp]
-    MasterUsername: Optional[String]
-    ClusterVersion: Optional[String]
-    EngineFullVersion: Optional[String]
-    SnapshotType: Optional[String]
-    NodeType: Optional[String]
-    NumberOfNodes: Optional[Integer]
-    DBName: Optional[String]
-    VpcId: Optional[String]
-    Encrypted: Optional[Boolean]
-    KmsKeyId: Optional[String]
-    EncryptedWithHSM: Optional[Boolean]
-    AccountsWithRestoreAccess: Optional[AccountsWithRestoreAccessList]
-    OwnerAccount: Optional[String]
-    TotalBackupSizeInMegaBytes: Optional[Double]
-    ActualIncrementalBackupSizeInMegaBytes: Optional[Double]
-    BackupProgressInMegaBytes: Optional[Double]
-    CurrentBackupRateInMegaBytesPerSecond: Optional[Double]
-    EstimatedSecondsToCompletion: Optional[Long]
-    ElapsedTimeInSeconds: Optional[Long]
-    SourceRegion: Optional[String]
-    Tags: Optional[TagList]
-    RestorableNodeTypes: Optional[RestorableNodeTypeList]
-    EnhancedVpcRouting: Optional[Boolean]
-    MaintenanceTrackName: Optional[String]
-    ManualSnapshotRetentionPeriod: Optional[IntegerOptional]
-    ManualSnapshotRemainingDays: Optional[IntegerOptional]
-    SnapshotRetentionStartTime: Optional[TStamp]
-    MasterPasswordSecretArn: Optional[String]
-    MasterPasswordSecretKmsKeyId: Optional[String]
-    SnapshotArn: Optional[String]
+    SnapshotIdentifier: String | None
+    ClusterIdentifier: String | None
+    SnapshotCreateTime: TStamp | None
+    Status: String | None
+    Port: Integer | None
+    AvailabilityZone: String | None
+    ClusterCreateTime: TStamp | None
+    MasterUsername: String | None
+    ClusterVersion: String | None
+    EngineFullVersion: String | None
+    SnapshotType: String | None
+    NodeType: String | None
+    NumberOfNodes: Integer | None
+    DBName: String | None
+    VpcId: String | None
+    Encrypted: Boolean | None
+    KmsKeyId: String | None
+    EncryptedWithHSM: Boolean | None
+    AccountsWithRestoreAccess: AccountsWithRestoreAccessList | None
+    OwnerAccount: String | None
+    TotalBackupSizeInMegaBytes: Double | None
+    ActualIncrementalBackupSizeInMegaBytes: Double | None
+    BackupProgressInMegaBytes: Double | None
+    CurrentBackupRateInMegaBytesPerSecond: Double | None
+    EstimatedSecondsToCompletion: Long | None
+    ElapsedTimeInSeconds: Long | None
+    SourceRegion: String | None
+    Tags: TagList | None
+    RestorableNodeTypes: RestorableNodeTypeList | None
+    EnhancedVpcRouting: Boolean | None
+    MaintenanceTrackName: String | None
+    ManualSnapshotRetentionPeriod: IntegerOptional | None
+    ManualSnapshotRemainingDays: IntegerOptional | None
+    SnapshotRetentionStartTime: TStamp | None
+    MasterPasswordSecretArn: String | None
+    MasterPasswordSecretKmsKeyId: String | None
+    SnapshotArn: String | None
 
 
 class AuthorizeSnapshotAccessResult(TypedDict, total=False):
-    Snapshot: Optional[Snapshot]
+    Snapshot: Snapshot | None
 
 
-AuthorizedAudienceList = List[String]
+AuthorizedAudienceList = list[String]
 
 
 class AuthorizedTokenIssuer(TypedDict, total=False):
-    TrustedTokenIssuerArn: Optional[String]
-    AuthorizedAudiencesList: Optional[AuthorizedAudienceList]
+    TrustedTokenIssuerArn: String | None
+    AuthorizedAudiencesList: AuthorizedAudienceList | None
 
 
-AuthorizedTokenIssuerList = List[AuthorizedTokenIssuer]
+AuthorizedTokenIssuerList = list[AuthorizedTokenIssuer]
 
 
 class SupportedPlatform(TypedDict, total=False):
-    Name: Optional[String]
+    Name: String | None
 
 
-SupportedPlatformsList = List[SupportedPlatform]
+SupportedPlatformsList = list[SupportedPlatform]
 
 
 class AvailabilityZone(TypedDict, total=False):
-    Name: Optional[String]
-    SupportedPlatforms: Optional[SupportedPlatformsList]
+    Name: String | None
+    SupportedPlatforms: SupportedPlatformsList | None
 
 
-AvailabilityZoneList = List[AvailabilityZone]
+AvailabilityZoneList = list[AvailabilityZone]
 
 
 class DeleteClusterSnapshotMessage(ServiceRequest):
     SnapshotIdentifier: String
-    SnapshotClusterIdentifier: Optional[String]
+    SnapshotClusterIdentifier: String | None
 
 
-DeleteClusterSnapshotMessageList = List[DeleteClusterSnapshotMessage]
+DeleteClusterSnapshotMessageList = list[DeleteClusterSnapshotMessage]
 
 
 class BatchDeleteClusterSnapshotsRequest(ServiceRequest):
@@ -1365,33 +1365,33 @@ class BatchDeleteClusterSnapshotsRequest(ServiceRequest):
 
 
 class SnapshotErrorMessage(TypedDict, total=False):
-    SnapshotIdentifier: Optional[String]
-    SnapshotClusterIdentifier: Optional[String]
-    FailureCode: Optional[String]
-    FailureReason: Optional[String]
+    SnapshotIdentifier: String | None
+    SnapshotClusterIdentifier: String | None
+    FailureCode: String | None
+    FailureReason: String | None
 
 
-BatchSnapshotOperationErrorList = List[SnapshotErrorMessage]
-SnapshotIdentifierList = List[String]
+BatchSnapshotOperationErrorList = list[SnapshotErrorMessage]
+SnapshotIdentifierList = list[String]
 
 
 class BatchDeleteClusterSnapshotsResult(TypedDict, total=False):
-    Resources: Optional[SnapshotIdentifierList]
-    Errors: Optional[BatchSnapshotOperationErrorList]
+    Resources: SnapshotIdentifierList | None
+    Errors: BatchSnapshotOperationErrorList | None
 
 
 class BatchModifyClusterSnapshotsMessage(ServiceRequest):
     SnapshotIdentifierList: SnapshotIdentifierList
-    ManualSnapshotRetentionPeriod: Optional[IntegerOptional]
-    Force: Optional[Boolean]
+    ManualSnapshotRetentionPeriod: IntegerOptional | None
+    Force: Boolean | None
 
 
-BatchSnapshotOperationErrors = List[SnapshotErrorMessage]
+BatchSnapshotOperationErrors = list[SnapshotErrorMessage]
 
 
 class BatchModifyClusterSnapshotsOutputMessage(TypedDict, total=False):
-    Resources: Optional[SnapshotIdentifierList]
-    Errors: Optional[BatchSnapshotOperationErrors]
+    Resources: SnapshotIdentifierList | None
+    Errors: BatchSnapshotOperationErrors | None
 
 
 class CancelResizeMessage(ServiceRequest):
@@ -1399,380 +1399,380 @@ class CancelResizeMessage(ServiceRequest):
 
 
 class ClusterNode(TypedDict, total=False):
-    NodeRole: Optional[String]
-    PrivateIPAddress: Optional[String]
-    PublicIPAddress: Optional[String]
+    NodeRole: String | None
+    PrivateIPAddress: String | None
+    PublicIPAddress: String | None
 
 
-ClusterNodesList = List[ClusterNode]
+ClusterNodesList = list[ClusterNode]
 
 
 class SecondaryClusterInfo(TypedDict, total=False):
-    AvailabilityZone: Optional[String]
-    ClusterNodes: Optional[ClusterNodesList]
+    AvailabilityZone: String | None
+    ClusterNodes: ClusterNodesList | None
 
 
 class ReservedNodeExchangeStatus(TypedDict, total=False):
-    ReservedNodeExchangeRequestId: Optional[String]
-    Status: Optional[ReservedNodeExchangeStatusType]
-    RequestTime: Optional[TStamp]
-    SourceReservedNodeId: Optional[String]
-    SourceReservedNodeType: Optional[String]
-    SourceReservedNodeCount: Optional[Integer]
-    TargetReservedNodeOfferingId: Optional[String]
-    TargetReservedNodeType: Optional[String]
-    TargetReservedNodeCount: Optional[Integer]
+    ReservedNodeExchangeRequestId: String | None
+    Status: ReservedNodeExchangeStatusType | None
+    RequestTime: TStamp | None
+    SourceReservedNodeId: String | None
+    SourceReservedNodeType: String | None
+    SourceReservedNodeCount: Integer | None
+    TargetReservedNodeOfferingId: String | None
+    TargetReservedNodeType: String | None
+    TargetReservedNodeCount: Integer | None
 
 
 LongOptional = int
 
 
 class ResizeInfo(TypedDict, total=False):
-    ResizeType: Optional[String]
-    AllowCancelResize: Optional[Boolean]
+    ResizeType: String | None
+    AllowCancelResize: Boolean | None
 
 
 class DeferredMaintenanceWindow(TypedDict, total=False):
-    DeferMaintenanceIdentifier: Optional[String]
-    DeferMaintenanceStartTime: Optional[TStamp]
-    DeferMaintenanceEndTime: Optional[TStamp]
+    DeferMaintenanceIdentifier: String | None
+    DeferMaintenanceStartTime: TStamp | None
+    DeferMaintenanceEndTime: TStamp | None
 
 
-DeferredMaintenanceWindowsList = List[DeferredMaintenanceWindow]
-PendingActionsList = List[String]
+DeferredMaintenanceWindowsList = list[DeferredMaintenanceWindow]
+PendingActionsList = list[String]
 
 
 class ClusterIamRole(TypedDict, total=False):
-    IamRoleArn: Optional[String]
-    ApplyStatus: Optional[String]
+    IamRoleArn: String | None
+    ApplyStatus: String | None
 
 
-ClusterIamRoleList = List[ClusterIamRole]
+ClusterIamRoleList = list[ClusterIamRole]
 
 
 class ElasticIpStatus(TypedDict, total=False):
-    ElasticIp: Optional[String]
-    Status: Optional[String]
+    ElasticIp: String | None
+    Status: String | None
 
 
 class ClusterSnapshotCopyStatus(TypedDict, total=False):
-    DestinationRegion: Optional[String]
-    RetentionPeriod: Optional[Long]
-    ManualSnapshotRetentionPeriod: Optional[Integer]
-    SnapshotCopyGrantName: Optional[String]
+    DestinationRegion: String | None
+    RetentionPeriod: Long | None
+    ManualSnapshotRetentionPeriod: Integer | None
+    SnapshotCopyGrantName: String | None
 
 
 class HsmStatus(TypedDict, total=False):
-    HsmClientCertificateIdentifier: Optional[String]
-    HsmConfigurationIdentifier: Optional[String]
-    Status: Optional[String]
+    HsmClientCertificateIdentifier: String | None
+    HsmConfigurationIdentifier: String | None
+    Status: String | None
 
 
 class DataTransferProgress(TypedDict, total=False):
-    Status: Optional[String]
-    CurrentRateInMegaBytesPerSecond: Optional[DoubleOptional]
-    TotalDataInMegaBytes: Optional[Long]
-    DataTransferredInMegaBytes: Optional[Long]
-    EstimatedTimeToCompletionInSeconds: Optional[LongOptional]
-    ElapsedTimeInSeconds: Optional[LongOptional]
+    Status: String | None
+    CurrentRateInMegaBytesPerSecond: DoubleOptional | None
+    TotalDataInMegaBytes: Long | None
+    DataTransferredInMegaBytes: Long | None
+    EstimatedTimeToCompletionInSeconds: LongOptional | None
+    ElapsedTimeInSeconds: LongOptional | None
 
 
 class RestoreStatus(TypedDict, total=False):
-    Status: Optional[String]
-    CurrentRestoreRateInMegaBytesPerSecond: Optional[Double]
-    SnapshotSizeInMegaBytes: Optional[Long]
-    ProgressInMegaBytes: Optional[Long]
-    ElapsedTimeInSeconds: Optional[Long]
-    EstimatedTimeToCompletionInSeconds: Optional[Long]
+    Status: String | None
+    CurrentRestoreRateInMegaBytesPerSecond: Double | None
+    SnapshotSizeInMegaBytes: Long | None
+    ProgressInMegaBytes: Long | None
+    ElapsedTimeInSeconds: Long | None
+    EstimatedTimeToCompletionInSeconds: Long | None
 
 
 class PendingModifiedValues(TypedDict, total=False):
-    MasterUserPassword: Optional[SensitiveString]
-    NodeType: Optional[String]
-    NumberOfNodes: Optional[IntegerOptional]
-    ClusterType: Optional[String]
-    ClusterVersion: Optional[String]
-    AutomatedSnapshotRetentionPeriod: Optional[IntegerOptional]
-    ClusterIdentifier: Optional[String]
-    PubliclyAccessible: Optional[BooleanOptional]
-    EnhancedVpcRouting: Optional[BooleanOptional]
-    MaintenanceTrackName: Optional[String]
-    EncryptionType: Optional[String]
+    MasterUserPassword: SensitiveString | None
+    NodeType: String | None
+    NumberOfNodes: IntegerOptional | None
+    ClusterType: String | None
+    ClusterVersion: String | None
+    AutomatedSnapshotRetentionPeriod: IntegerOptional | None
+    ClusterIdentifier: String | None
+    PubliclyAccessible: BooleanOptional | None
+    EnhancedVpcRouting: BooleanOptional | None
+    MaintenanceTrackName: String | None
+    EncryptionType: String | None
 
 
 class ClusterParameterStatus(TypedDict, total=False):
-    ParameterName: Optional[String]
-    ParameterApplyStatus: Optional[String]
-    ParameterApplyErrorDescription: Optional[String]
+    ParameterName: String | None
+    ParameterApplyStatus: String | None
+    ParameterApplyErrorDescription: String | None
 
 
-ClusterParameterStatusList = List[ClusterParameterStatus]
+ClusterParameterStatusList = list[ClusterParameterStatus]
 
 
 class ClusterParameterGroupStatus(TypedDict, total=False):
-    ParameterGroupName: Optional[String]
-    ParameterApplyStatus: Optional[String]
-    ClusterParameterStatusList: Optional[ClusterParameterStatusList]
+    ParameterGroupName: String | None
+    ParameterApplyStatus: String | None
+    ClusterParameterStatusList: ClusterParameterStatusList | None
 
 
-ClusterParameterGroupStatusList = List[ClusterParameterGroupStatus]
+ClusterParameterGroupStatusList = list[ClusterParameterGroupStatus]
 
 
 class VpcSecurityGroupMembership(TypedDict, total=False):
-    VpcSecurityGroupId: Optional[String]
-    Status: Optional[String]
+    VpcSecurityGroupId: String | None
+    Status: String | None
 
 
-VpcSecurityGroupMembershipList = List[VpcSecurityGroupMembership]
+VpcSecurityGroupMembershipList = list[VpcSecurityGroupMembership]
 
 
 class ClusterSecurityGroupMembership(TypedDict, total=False):
-    ClusterSecurityGroupName: Optional[String]
-    Status: Optional[String]
+    ClusterSecurityGroupName: String | None
+    Status: String | None
 
 
-ClusterSecurityGroupMembershipList = List[ClusterSecurityGroupMembership]
+ClusterSecurityGroupMembershipList = list[ClusterSecurityGroupMembership]
 
 
 class NetworkInterface(TypedDict, total=False):
-    NetworkInterfaceId: Optional[String]
-    SubnetId: Optional[String]
-    PrivateIpAddress: Optional[String]
-    AvailabilityZone: Optional[String]
-    Ipv6Address: Optional[String]
+    NetworkInterfaceId: String | None
+    SubnetId: String | None
+    PrivateIpAddress: String | None
+    AvailabilityZone: String | None
+    Ipv6Address: String | None
 
 
-NetworkInterfaceList = List[NetworkInterface]
+NetworkInterfaceList = list[NetworkInterface]
 
 
 class VpcEndpoint(TypedDict, total=False):
-    VpcEndpointId: Optional[String]
-    VpcId: Optional[String]
-    NetworkInterfaces: Optional[NetworkInterfaceList]
+    VpcEndpointId: String | None
+    VpcId: String | None
+    NetworkInterfaces: NetworkInterfaceList | None
 
 
-VpcEndpointsList = List[VpcEndpoint]
+VpcEndpointsList = list[VpcEndpoint]
 
 
 class Endpoint(TypedDict, total=False):
-    Address: Optional[String]
-    Port: Optional[Integer]
-    VpcEndpoints: Optional[VpcEndpointsList]
+    Address: String | None
+    Port: Integer | None
+    VpcEndpoints: VpcEndpointsList | None
 
 
 class Cluster(TypedDict, total=False):
-    ClusterIdentifier: Optional[String]
-    NodeType: Optional[String]
-    ClusterStatus: Optional[String]
-    ClusterAvailabilityStatus: Optional[String]
-    ModifyStatus: Optional[String]
-    MasterUsername: Optional[String]
-    DBName: Optional[String]
-    Endpoint: Optional[Endpoint]
-    ClusterCreateTime: Optional[TStamp]
-    AutomatedSnapshotRetentionPeriod: Optional[Integer]
-    ManualSnapshotRetentionPeriod: Optional[Integer]
-    ClusterSecurityGroups: Optional[ClusterSecurityGroupMembershipList]
-    VpcSecurityGroups: Optional[VpcSecurityGroupMembershipList]
-    ClusterParameterGroups: Optional[ClusterParameterGroupStatusList]
-    ClusterSubnetGroupName: Optional[String]
-    VpcId: Optional[String]
-    AvailabilityZone: Optional[String]
-    PreferredMaintenanceWindow: Optional[String]
-    PendingModifiedValues: Optional[PendingModifiedValues]
-    ClusterVersion: Optional[String]
-    AllowVersionUpgrade: Optional[Boolean]
-    NumberOfNodes: Optional[Integer]
-    PubliclyAccessible: Optional[Boolean]
-    Encrypted: Optional[Boolean]
-    RestoreStatus: Optional[RestoreStatus]
-    DataTransferProgress: Optional[DataTransferProgress]
-    HsmStatus: Optional[HsmStatus]
-    ClusterSnapshotCopyStatus: Optional[ClusterSnapshotCopyStatus]
-    ClusterPublicKey: Optional[String]
-    ClusterNodes: Optional[ClusterNodesList]
-    ElasticIpStatus: Optional[ElasticIpStatus]
-    ClusterRevisionNumber: Optional[String]
-    Tags: Optional[TagList]
-    KmsKeyId: Optional[String]
-    EnhancedVpcRouting: Optional[Boolean]
-    IamRoles: Optional[ClusterIamRoleList]
-    PendingActions: Optional[PendingActionsList]
-    MaintenanceTrackName: Optional[String]
-    ElasticResizeNumberOfNodeOptions: Optional[String]
-    DeferredMaintenanceWindows: Optional[DeferredMaintenanceWindowsList]
-    SnapshotScheduleIdentifier: Optional[String]
-    SnapshotScheduleState: Optional[ScheduleState]
-    ExpectedNextSnapshotScheduleTime: Optional[TStamp]
-    ExpectedNextSnapshotScheduleTimeStatus: Optional[String]
-    NextMaintenanceWindowStartTime: Optional[TStamp]
-    ResizeInfo: Optional[ResizeInfo]
-    AvailabilityZoneRelocationStatus: Optional[String]
-    ClusterNamespaceArn: Optional[String]
-    TotalStorageCapacityInMegaBytes: Optional[LongOptional]
-    AquaConfiguration: Optional[AquaConfiguration]
-    DefaultIamRoleArn: Optional[String]
-    ReservedNodeExchangeStatus: Optional[ReservedNodeExchangeStatus]
-    CustomDomainName: Optional[String]
-    CustomDomainCertificateArn: Optional[String]
-    CustomDomainCertificateExpiryDate: Optional[TStamp]
-    MasterPasswordSecretArn: Optional[String]
-    MasterPasswordSecretKmsKeyId: Optional[String]
-    IpAddressType: Optional[String]
-    MultiAZ: Optional[String]
-    MultiAZSecondary: Optional[SecondaryClusterInfo]
+    ClusterIdentifier: String | None
+    NodeType: String | None
+    ClusterStatus: String | None
+    ClusterAvailabilityStatus: String | None
+    ModifyStatus: String | None
+    MasterUsername: String | None
+    DBName: String | None
+    Endpoint: Endpoint | None
+    ClusterCreateTime: TStamp | None
+    AutomatedSnapshotRetentionPeriod: Integer | None
+    ManualSnapshotRetentionPeriod: Integer | None
+    ClusterSecurityGroups: ClusterSecurityGroupMembershipList | None
+    VpcSecurityGroups: VpcSecurityGroupMembershipList | None
+    ClusterParameterGroups: ClusterParameterGroupStatusList | None
+    ClusterSubnetGroupName: String | None
+    VpcId: String | None
+    AvailabilityZone: String | None
+    PreferredMaintenanceWindow: String | None
+    PendingModifiedValues: PendingModifiedValues | None
+    ClusterVersion: String | None
+    AllowVersionUpgrade: Boolean | None
+    NumberOfNodes: Integer | None
+    PubliclyAccessible: Boolean | None
+    Encrypted: Boolean | None
+    RestoreStatus: RestoreStatus | None
+    DataTransferProgress: DataTransferProgress | None
+    HsmStatus: HsmStatus | None
+    ClusterSnapshotCopyStatus: ClusterSnapshotCopyStatus | None
+    ClusterPublicKey: String | None
+    ClusterNodes: ClusterNodesList | None
+    ElasticIpStatus: ElasticIpStatus | None
+    ClusterRevisionNumber: String | None
+    Tags: TagList | None
+    KmsKeyId: String | None
+    EnhancedVpcRouting: Boolean | None
+    IamRoles: ClusterIamRoleList | None
+    PendingActions: PendingActionsList | None
+    MaintenanceTrackName: String | None
+    ElasticResizeNumberOfNodeOptions: String | None
+    DeferredMaintenanceWindows: DeferredMaintenanceWindowsList | None
+    SnapshotScheduleIdentifier: String | None
+    SnapshotScheduleState: ScheduleState | None
+    ExpectedNextSnapshotScheduleTime: TStamp | None
+    ExpectedNextSnapshotScheduleTimeStatus: String | None
+    NextMaintenanceWindowStartTime: TStamp | None
+    ResizeInfo: ResizeInfo | None
+    AvailabilityZoneRelocationStatus: String | None
+    ClusterNamespaceArn: String | None
+    TotalStorageCapacityInMegaBytes: LongOptional | None
+    AquaConfiguration: AquaConfiguration | None
+    DefaultIamRoleArn: String | None
+    ReservedNodeExchangeStatus: ReservedNodeExchangeStatus | None
+    CustomDomainName: String | None
+    CustomDomainCertificateArn: String | None
+    CustomDomainCertificateExpiryDate: TStamp | None
+    MasterPasswordSecretArn: String | None
+    MasterPasswordSecretKmsKeyId: String | None
+    IpAddressType: String | None
+    MultiAZ: String | None
+    MultiAZSecondary: SecondaryClusterInfo | None
 
 
 class ClusterCredentials(TypedDict, total=False):
-    DbUser: Optional[String]
-    DbPassword: Optional[SensitiveString]
-    Expiration: Optional[TStamp]
+    DbUser: String | None
+    DbPassword: SensitiveString | None
+    Expiration: TStamp | None
 
 
 class RevisionTarget(TypedDict, total=False):
-    DatabaseRevision: Optional[String]
-    Description: Optional[String]
-    DatabaseRevisionReleaseDate: Optional[TStamp]
+    DatabaseRevision: String | None
+    Description: String | None
+    DatabaseRevisionReleaseDate: TStamp | None
 
 
-RevisionTargetsList = List[RevisionTarget]
+RevisionTargetsList = list[RevisionTarget]
 
 
 class ClusterDbRevision(TypedDict, total=False):
-    ClusterIdentifier: Optional[String]
-    CurrentDatabaseRevision: Optional[String]
-    DatabaseRevisionReleaseDate: Optional[TStamp]
-    RevisionTargets: Optional[RevisionTargetsList]
+    ClusterIdentifier: String | None
+    CurrentDatabaseRevision: String | None
+    DatabaseRevisionReleaseDate: TStamp | None
+    RevisionTargets: RevisionTargetsList | None
 
 
-ClusterDbRevisionsList = List[ClusterDbRevision]
+ClusterDbRevisionsList = list[ClusterDbRevision]
 
 
 class ClusterDbRevisionsMessage(TypedDict, total=False):
-    Marker: Optional[String]
-    ClusterDbRevisions: Optional[ClusterDbRevisionsList]
+    Marker: String | None
+    ClusterDbRevisions: ClusterDbRevisionsList | None
 
 
 class ClusterExtendedCredentials(TypedDict, total=False):
-    DbUser: Optional[String]
-    DbPassword: Optional[SensitiveString]
-    Expiration: Optional[TStamp]
-    NextRefreshTime: Optional[TStamp]
+    DbUser: String | None
+    DbPassword: SensitiveString | None
+    Expiration: TStamp | None
+    NextRefreshTime: TStamp | None
 
 
-ClusterList = List[Cluster]
+ClusterList = list[Cluster]
 
 
 class ClusterParameterGroup(TypedDict, total=False):
-    ParameterGroupName: Optional[String]
-    ParameterGroupFamily: Optional[String]
-    Description: Optional[String]
-    Tags: Optional[TagList]
+    ParameterGroupName: String | None
+    ParameterGroupFamily: String | None
+    Description: String | None
+    Tags: TagList | None
 
 
 class Parameter(TypedDict, total=False):
-    ParameterName: Optional[String]
-    ParameterValue: Optional[String]
-    Description: Optional[String]
-    Source: Optional[String]
-    DataType: Optional[String]
-    AllowedValues: Optional[String]
-    ApplyType: Optional[ParameterApplyType]
-    IsModifiable: Optional[Boolean]
-    MinimumEngineVersion: Optional[String]
+    ParameterName: String | None
+    ParameterValue: String | None
+    Description: String | None
+    Source: String | None
+    DataType: String | None
+    AllowedValues: String | None
+    ApplyType: ParameterApplyType | None
+    IsModifiable: Boolean | None
+    MinimumEngineVersion: String | None
 
 
-ParametersList = List[Parameter]
+ParametersList = list[Parameter]
 
 
 class ClusterParameterGroupDetails(TypedDict, total=False):
-    Parameters: Optional[ParametersList]
-    Marker: Optional[String]
+    Parameters: ParametersList | None
+    Marker: String | None
 
 
 class ClusterParameterGroupNameMessage(TypedDict, total=False):
-    ParameterGroupName: Optional[String]
-    ParameterGroupStatus: Optional[String]
+    ParameterGroupName: String | None
+    ParameterGroupStatus: String | None
 
 
-ParameterGroupList = List[ClusterParameterGroup]
+ParameterGroupList = list[ClusterParameterGroup]
 
 
 class ClusterParameterGroupsMessage(TypedDict, total=False):
-    Marker: Optional[String]
-    ParameterGroups: Optional[ParameterGroupList]
+    Marker: String | None
+    ParameterGroups: ParameterGroupList | None
 
 
-ClusterSecurityGroups = List[ClusterSecurityGroup]
+ClusterSecurityGroups = list[ClusterSecurityGroup]
 
 
 class ClusterSecurityGroupMessage(TypedDict, total=False):
-    Marker: Optional[String]
-    ClusterSecurityGroups: Optional[ClusterSecurityGroups]
+    Marker: String | None
+    ClusterSecurityGroups: ClusterSecurityGroups | None
 
 
-ClusterSecurityGroupNameList = List[String]
-ValueStringList = List[String]
+ClusterSecurityGroupNameList = list[String]
+ValueStringList = list[String]
 
 
 class Subnet(TypedDict, total=False):
-    SubnetIdentifier: Optional[String]
-    SubnetAvailabilityZone: Optional[AvailabilityZone]
-    SubnetStatus: Optional[String]
+    SubnetIdentifier: String | None
+    SubnetAvailabilityZone: AvailabilityZone | None
+    SubnetStatus: String | None
 
 
-SubnetList = List[Subnet]
+SubnetList = list[Subnet]
 
 
 class ClusterSubnetGroup(TypedDict, total=False):
-    ClusterSubnetGroupName: Optional[String]
-    Description: Optional[String]
-    VpcId: Optional[String]
-    SubnetGroupStatus: Optional[String]
-    Subnets: Optional[SubnetList]
-    Tags: Optional[TagList]
-    SupportedClusterIpAddressTypes: Optional[ValueStringList]
+    ClusterSubnetGroupName: String | None
+    Description: String | None
+    VpcId: String | None
+    SubnetGroupStatus: String | None
+    Subnets: SubnetList | None
+    Tags: TagList | None
+    SupportedClusterIpAddressTypes: ValueStringList | None
 
 
-ClusterSubnetGroups = List[ClusterSubnetGroup]
+ClusterSubnetGroups = list[ClusterSubnetGroup]
 
 
 class ClusterSubnetGroupMessage(TypedDict, total=False):
-    Marker: Optional[String]
-    ClusterSubnetGroups: Optional[ClusterSubnetGroups]
+    Marker: String | None
+    ClusterSubnetGroups: ClusterSubnetGroups | None
 
 
 class ClusterVersion(TypedDict, total=False):
-    ClusterVersion: Optional[String]
-    ClusterParameterGroupFamily: Optional[String]
-    Description: Optional[String]
+    ClusterVersion: String | None
+    ClusterParameterGroupFamily: String | None
+    Description: String | None
 
 
-ClusterVersionList = List[ClusterVersion]
+ClusterVersionList = list[ClusterVersion]
 
 
 class ClusterVersionsMessage(TypedDict, total=False):
-    Marker: Optional[String]
-    ClusterVersions: Optional[ClusterVersionList]
+    Marker: String | None
+    ClusterVersions: ClusterVersionList | None
 
 
 class ClustersMessage(TypedDict, total=False):
-    Marker: Optional[String]
-    Clusters: Optional[ClusterList]
+    Marker: String | None
+    Clusters: ClusterList | None
 
 
-ConsumerIdentifierList = List[String]
+ConsumerIdentifierList = list[String]
 
 
 class CopyClusterSnapshotMessage(ServiceRequest):
     SourceSnapshotIdentifier: String
-    SourceSnapshotClusterIdentifier: Optional[String]
+    SourceSnapshotClusterIdentifier: String | None
     TargetSnapshotIdentifier: String
-    ManualSnapshotRetentionPeriod: Optional[IntegerOptional]
+    ManualSnapshotRetentionPeriod: IntegerOptional | None
 
 
 class CopyClusterSnapshotResult(TypedDict, total=False):
-    Snapshot: Optional[Snapshot]
+    Snapshot: Snapshot | None
 
 
 class CreateAuthenticationProfileMessage(ServiceRequest):
@@ -1781,104 +1781,104 @@ class CreateAuthenticationProfileMessage(ServiceRequest):
 
 
 class CreateAuthenticationProfileResult(TypedDict, total=False):
-    AuthenticationProfileName: Optional[AuthenticationProfileNameString]
-    AuthenticationProfileContent: Optional[String]
+    AuthenticationProfileName: AuthenticationProfileNameString | None
+    AuthenticationProfileContent: String | None
 
 
-IamRoleArnList = List[String]
-VpcSecurityGroupIdList = List[String]
+IamRoleArnList = list[String]
+VpcSecurityGroupIdList = list[String]
 
 
 class CreateClusterMessage(ServiceRequest):
-    DBName: Optional[String]
+    DBName: String | None
     ClusterIdentifier: String
-    ClusterType: Optional[String]
+    ClusterType: String | None
     NodeType: String
     MasterUsername: String
-    MasterUserPassword: Optional[SensitiveString]
-    ClusterSecurityGroups: Optional[ClusterSecurityGroupNameList]
-    VpcSecurityGroupIds: Optional[VpcSecurityGroupIdList]
-    ClusterSubnetGroupName: Optional[String]
-    AvailabilityZone: Optional[String]
-    PreferredMaintenanceWindow: Optional[String]
-    ClusterParameterGroupName: Optional[String]
-    AutomatedSnapshotRetentionPeriod: Optional[IntegerOptional]
-    ManualSnapshotRetentionPeriod: Optional[IntegerOptional]
-    Port: Optional[IntegerOptional]
-    ClusterVersion: Optional[String]
-    AllowVersionUpgrade: Optional[BooleanOptional]
-    NumberOfNodes: Optional[IntegerOptional]
-    PubliclyAccessible: Optional[BooleanOptional]
-    Encrypted: Optional[BooleanOptional]
-    HsmClientCertificateIdentifier: Optional[String]
-    HsmConfigurationIdentifier: Optional[String]
-    ElasticIp: Optional[String]
-    Tags: Optional[TagList]
-    KmsKeyId: Optional[String]
-    EnhancedVpcRouting: Optional[BooleanOptional]
-    AdditionalInfo: Optional[String]
-    IamRoles: Optional[IamRoleArnList]
-    MaintenanceTrackName: Optional[String]
-    SnapshotScheduleIdentifier: Optional[String]
-    AvailabilityZoneRelocation: Optional[BooleanOptional]
-    AquaConfigurationStatus: Optional[AquaConfigurationStatus]
-    DefaultIamRoleArn: Optional[String]
-    LoadSampleData: Optional[String]
-    ManageMasterPassword: Optional[BooleanOptional]
-    MasterPasswordSecretKmsKeyId: Optional[String]
-    IpAddressType: Optional[String]
-    MultiAZ: Optional[BooleanOptional]
-    RedshiftIdcApplicationArn: Optional[String]
+    MasterUserPassword: SensitiveString | None
+    ClusterSecurityGroups: ClusterSecurityGroupNameList | None
+    VpcSecurityGroupIds: VpcSecurityGroupIdList | None
+    ClusterSubnetGroupName: String | None
+    AvailabilityZone: String | None
+    PreferredMaintenanceWindow: String | None
+    ClusterParameterGroupName: String | None
+    AutomatedSnapshotRetentionPeriod: IntegerOptional | None
+    ManualSnapshotRetentionPeriod: IntegerOptional | None
+    Port: IntegerOptional | None
+    ClusterVersion: String | None
+    AllowVersionUpgrade: BooleanOptional | None
+    NumberOfNodes: IntegerOptional | None
+    PubliclyAccessible: BooleanOptional | None
+    Encrypted: BooleanOptional | None
+    HsmClientCertificateIdentifier: String | None
+    HsmConfigurationIdentifier: String | None
+    ElasticIp: String | None
+    Tags: TagList | None
+    KmsKeyId: String | None
+    EnhancedVpcRouting: BooleanOptional | None
+    AdditionalInfo: String | None
+    IamRoles: IamRoleArnList | None
+    MaintenanceTrackName: String | None
+    SnapshotScheduleIdentifier: String | None
+    AvailabilityZoneRelocation: BooleanOptional | None
+    AquaConfigurationStatus: AquaConfigurationStatus | None
+    DefaultIamRoleArn: String | None
+    LoadSampleData: String | None
+    ManageMasterPassword: BooleanOptional | None
+    MasterPasswordSecretKmsKeyId: String | None
+    IpAddressType: String | None
+    MultiAZ: BooleanOptional | None
+    RedshiftIdcApplicationArn: String | None
 
 
 class CreateClusterParameterGroupMessage(ServiceRequest):
     ParameterGroupName: String
     ParameterGroupFamily: String
     Description: String
-    Tags: Optional[TagList]
+    Tags: TagList | None
 
 
 class CreateClusterParameterGroupResult(TypedDict, total=False):
-    ClusterParameterGroup: Optional[ClusterParameterGroup]
+    ClusterParameterGroup: ClusterParameterGroup | None
 
 
 class CreateClusterResult(TypedDict, total=False):
-    Cluster: Optional[Cluster]
+    Cluster: Cluster | None
 
 
 class CreateClusterSecurityGroupMessage(ServiceRequest):
     ClusterSecurityGroupName: String
     Description: String
-    Tags: Optional[TagList]
+    Tags: TagList | None
 
 
 class CreateClusterSecurityGroupResult(TypedDict, total=False):
-    ClusterSecurityGroup: Optional[ClusterSecurityGroup]
+    ClusterSecurityGroup: ClusterSecurityGroup | None
 
 
 class CreateClusterSnapshotMessage(ServiceRequest):
     SnapshotIdentifier: String
     ClusterIdentifier: String
-    ManualSnapshotRetentionPeriod: Optional[IntegerOptional]
-    Tags: Optional[TagList]
+    ManualSnapshotRetentionPeriod: IntegerOptional | None
+    Tags: TagList | None
 
 
 class CreateClusterSnapshotResult(TypedDict, total=False):
-    Snapshot: Optional[Snapshot]
+    Snapshot: Snapshot | None
 
 
-SubnetIdentifierList = List[String]
+SubnetIdentifierList = list[String]
 
 
 class CreateClusterSubnetGroupMessage(ServiceRequest):
     ClusterSubnetGroupName: String
     Description: String
     SubnetIds: SubnetIdentifierList
-    Tags: Optional[TagList]
+    Tags: TagList | None
 
 
 class CreateClusterSubnetGroupResult(TypedDict, total=False):
-    ClusterSubnetGroup: Optional[ClusterSubnetGroup]
+    ClusterSubnetGroup: ClusterSubnetGroup | None
 
 
 class CreateCustomDomainAssociationMessage(ServiceRequest):
@@ -1888,66 +1888,66 @@ class CreateCustomDomainAssociationMessage(ServiceRequest):
 
 
 class CreateCustomDomainAssociationResult(TypedDict, total=False):
-    CustomDomainName: Optional[CustomDomainNameString]
-    CustomDomainCertificateArn: Optional[CustomDomainCertificateArnString]
-    ClusterIdentifier: Optional[String]
-    CustomDomainCertExpiryTime: Optional[String]
+    CustomDomainName: CustomDomainNameString | None
+    CustomDomainCertificateArn: CustomDomainCertificateArnString | None
+    ClusterIdentifier: String | None
+    CustomDomainCertExpiryTime: String | None
 
 
 class CreateEndpointAccessMessage(ServiceRequest):
-    ClusterIdentifier: Optional[String]
-    ResourceOwner: Optional[String]
+    ClusterIdentifier: String | None
+    ResourceOwner: String | None
     EndpointName: String
     SubnetGroupName: String
-    VpcSecurityGroupIds: Optional[VpcSecurityGroupIdList]
+    VpcSecurityGroupIds: VpcSecurityGroupIdList | None
 
 
-EventCategoriesList = List[String]
-SourceIdsList = List[String]
+EventCategoriesList = list[String]
+SourceIdsList = list[String]
 
 
 class CreateEventSubscriptionMessage(ServiceRequest):
     SubscriptionName: String
     SnsTopicArn: String
-    SourceType: Optional[String]
-    SourceIds: Optional[SourceIdsList]
-    EventCategories: Optional[EventCategoriesList]
-    Severity: Optional[String]
-    Enabled: Optional[BooleanOptional]
-    Tags: Optional[TagList]
+    SourceType: String | None
+    SourceIds: SourceIdsList | None
+    EventCategories: EventCategoriesList | None
+    Severity: String | None
+    Enabled: BooleanOptional | None
+    Tags: TagList | None
 
 
 class EventSubscription(TypedDict, total=False):
-    CustomerAwsId: Optional[String]
-    CustSubscriptionId: Optional[String]
-    SnsTopicArn: Optional[String]
-    Status: Optional[String]
-    SubscriptionCreationTime: Optional[TStamp]
-    SourceType: Optional[String]
-    SourceIdsList: Optional[SourceIdsList]
-    EventCategoriesList: Optional[EventCategoriesList]
-    Severity: Optional[String]
-    Enabled: Optional[Boolean]
-    Tags: Optional[TagList]
+    CustomerAwsId: String | None
+    CustSubscriptionId: String | None
+    SnsTopicArn: String | None
+    Status: String | None
+    SubscriptionCreationTime: TStamp | None
+    SourceType: String | None
+    SourceIdsList: SourceIdsList | None
+    EventCategoriesList: EventCategoriesList | None
+    Severity: String | None
+    Enabled: Boolean | None
+    Tags: TagList | None
 
 
 class CreateEventSubscriptionResult(TypedDict, total=False):
-    EventSubscription: Optional[EventSubscription]
+    EventSubscription: EventSubscription | None
 
 
 class CreateHsmClientCertificateMessage(ServiceRequest):
     HsmClientCertificateIdentifier: String
-    Tags: Optional[TagList]
+    Tags: TagList | None
 
 
 class HsmClientCertificate(TypedDict, total=False):
-    HsmClientCertificateIdentifier: Optional[String]
-    HsmClientCertificatePublicKey: Optional[String]
-    Tags: Optional[TagList]
+    HsmClientCertificateIdentifier: String | None
+    HsmClientCertificatePublicKey: String | None
+    Tags: TagList | None
 
 
 class CreateHsmClientCertificateResult(TypedDict, total=False):
-    HsmClientCertificate: Optional[HsmClientCertificate]
+    HsmClientCertificate: HsmClientCertificate | None
 
 
 class CreateHsmConfigurationMessage(ServiceRequest):
@@ -1957,35 +1957,35 @@ class CreateHsmConfigurationMessage(ServiceRequest):
     HsmPartitionName: String
     HsmPartitionPassword: String
     HsmServerPublicCertificate: String
-    Tags: Optional[TagList]
+    Tags: TagList | None
 
 
 class HsmConfiguration(TypedDict, total=False):
-    HsmConfigurationIdentifier: Optional[String]
-    Description: Optional[String]
-    HsmIpAddress: Optional[String]
-    HsmPartitionName: Optional[String]
-    Tags: Optional[TagList]
+    HsmConfigurationIdentifier: String | None
+    Description: String | None
+    HsmIpAddress: String | None
+    HsmPartitionName: String | None
+    Tags: TagList | None
 
 
 class CreateHsmConfigurationResult(TypedDict, total=False):
-    HsmConfiguration: Optional[HsmConfiguration]
+    HsmConfiguration: HsmConfiguration | None
 
 
-EncryptionContextMap = Dict[String, String]
+EncryptionContextMap = dict[String, String]
 
 
 class CreateIntegrationMessage(ServiceRequest):
     SourceArn: SourceArn
     TargetArn: TargetArn
     IntegrationName: IntegrationName
-    KMSKeyId: Optional[String]
-    TagList: Optional[TagList]
-    AdditionalEncryptionContext: Optional[EncryptionContextMap]
-    Description: Optional[IntegrationDescription]
+    KMSKeyId: String | None
+    TagList: TagList | None
+    AdditionalEncryptionContext: EncryptionContextMap | None
+    Description: IntegrationDescription | None
 
 
-TagKeyList = List[String]
+TagKeyList = list[String]
 
 
 class ReadWriteAccess(TypedDict, total=False):
@@ -1993,10 +1993,10 @@ class ReadWriteAccess(TypedDict, total=False):
 
 
 class S3AccessGrantsScopeUnion(TypedDict, total=False):
-    ReadWriteAccess: Optional[ReadWriteAccess]
+    ReadWriteAccess: ReadWriteAccess | None
 
 
-S3AccessGrantsServiceIntegrations = List[S3AccessGrantsScopeUnion]
+S3AccessGrantsServiceIntegrations = list[S3AccessGrantsScopeUnion]
 
 
 class LakeFormationQuery(TypedDict, total=False):
@@ -2004,49 +2004,49 @@ class LakeFormationQuery(TypedDict, total=False):
 
 
 class LakeFormationScopeUnion(TypedDict, total=False):
-    LakeFormationQuery: Optional[LakeFormationQuery]
+    LakeFormationQuery: LakeFormationQuery | None
 
 
-LakeFormationServiceIntegrations = List[LakeFormationScopeUnion]
+LakeFormationServiceIntegrations = list[LakeFormationScopeUnion]
 
 
 class ServiceIntegrationsUnion(TypedDict, total=False):
-    LakeFormation: Optional[LakeFormationServiceIntegrations]
-    S3AccessGrants: Optional[S3AccessGrantsServiceIntegrations]
+    LakeFormation: LakeFormationServiceIntegrations | None
+    S3AccessGrants: S3AccessGrantsServiceIntegrations | None
 
 
-ServiceIntegrationList = List[ServiceIntegrationsUnion]
+ServiceIntegrationList = list[ServiceIntegrationsUnion]
 
 
 class CreateRedshiftIdcApplicationMessage(ServiceRequest):
     IdcInstanceArn: String
     RedshiftIdcApplicationName: RedshiftIdcApplicationName
-    IdentityNamespace: Optional[IdentityNamespaceString]
+    IdentityNamespace: IdentityNamespaceString | None
     IdcDisplayName: IdcDisplayNameString
     IamRoleArn: String
-    AuthorizedTokenIssuerList: Optional[AuthorizedTokenIssuerList]
-    ServiceIntegrations: Optional[ServiceIntegrationList]
-    Tags: Optional[TagList]
-    SsoTagKeys: Optional[TagKeyList]
+    AuthorizedTokenIssuerList: AuthorizedTokenIssuerList | None
+    ServiceIntegrations: ServiceIntegrationList | None
+    Tags: TagList | None
+    SsoTagKeys: TagKeyList | None
 
 
 class RedshiftIdcApplication(TypedDict, total=False):
-    IdcInstanceArn: Optional[String]
-    RedshiftIdcApplicationName: Optional[RedshiftIdcApplicationName]
-    RedshiftIdcApplicationArn: Optional[String]
-    IdentityNamespace: Optional[IdentityNamespaceString]
-    IdcDisplayName: Optional[IdcDisplayNameString]
-    IamRoleArn: Optional[String]
-    IdcManagedApplicationArn: Optional[String]
-    IdcOnboardStatus: Optional[String]
-    AuthorizedTokenIssuerList: Optional[AuthorizedTokenIssuerList]
-    ServiceIntegrations: Optional[ServiceIntegrationList]
-    Tags: Optional[TagList]
-    SsoTagKeys: Optional[TagKeyList]
+    IdcInstanceArn: String | None
+    RedshiftIdcApplicationName: RedshiftIdcApplicationName | None
+    RedshiftIdcApplicationArn: String | None
+    IdentityNamespace: IdentityNamespaceString | None
+    IdcDisplayName: IdcDisplayNameString | None
+    IamRoleArn: String | None
+    IdcManagedApplicationArn: String | None
+    IdcOnboardStatus: String | None
+    AuthorizedTokenIssuerList: AuthorizedTokenIssuerList | None
+    ServiceIntegrations: ServiceIntegrationList | None
+    Tags: TagList | None
+    SsoTagKeys: TagKeyList | None
 
 
 class CreateRedshiftIdcApplicationResult(TypedDict, total=False):
-    RedshiftIdcApplication: Optional[RedshiftIdcApplication]
+    RedshiftIdcApplication: RedshiftIdcApplication | None
 
 
 class ResumeClusterMessage(ServiceRequest):
@@ -2059,18 +2059,18 @@ class PauseClusterMessage(ServiceRequest):
 
 class ResizeClusterMessage(ServiceRequest):
     ClusterIdentifier: String
-    ClusterType: Optional[String]
-    NodeType: Optional[String]
-    NumberOfNodes: Optional[IntegerOptional]
-    Classic: Optional[BooleanOptional]
-    ReservedNodeId: Optional[String]
-    TargetReservedNodeOfferingId: Optional[String]
+    ClusterType: String | None
+    NodeType: String | None
+    NumberOfNodes: IntegerOptional | None
+    Classic: BooleanOptional | None
+    ReservedNodeId: String | None
+    TargetReservedNodeOfferingId: String | None
 
 
 class ScheduledActionType(TypedDict, total=False):
-    ResizeCluster: Optional[ResizeClusterMessage]
-    PauseCluster: Optional[PauseClusterMessage]
-    ResumeCluster: Optional[ResumeClusterMessage]
+    ResizeCluster: ResizeClusterMessage | None
+    PauseCluster: PauseClusterMessage | None
+    ResumeCluster: ResumeClusterMessage | None
 
 
 class CreateScheduledActionMessage(ServiceRequest):
@@ -2078,38 +2078,38 @@ class CreateScheduledActionMessage(ServiceRequest):
     TargetAction: ScheduledActionType
     Schedule: String
     IamRole: String
-    ScheduledActionDescription: Optional[String]
-    StartTime: Optional[TStamp]
-    EndTime: Optional[TStamp]
-    Enable: Optional[BooleanOptional]
+    ScheduledActionDescription: String | None
+    StartTime: TStamp | None
+    EndTime: TStamp | None
+    Enable: BooleanOptional | None
 
 
 class CreateSnapshotCopyGrantMessage(ServiceRequest):
     SnapshotCopyGrantName: String
-    KmsKeyId: Optional[String]
-    Tags: Optional[TagList]
+    KmsKeyId: String | None
+    Tags: TagList | None
 
 
 class SnapshotCopyGrant(TypedDict, total=False):
-    SnapshotCopyGrantName: Optional[String]
-    KmsKeyId: Optional[String]
-    Tags: Optional[TagList]
+    SnapshotCopyGrantName: String | None
+    KmsKeyId: String | None
+    Tags: TagList | None
 
 
 class CreateSnapshotCopyGrantResult(TypedDict, total=False):
-    SnapshotCopyGrant: Optional[SnapshotCopyGrant]
+    SnapshotCopyGrant: SnapshotCopyGrant | None
 
 
-ScheduleDefinitionList = List[String]
+ScheduleDefinitionList = list[String]
 
 
 class CreateSnapshotScheduleMessage(ServiceRequest):
-    ScheduleDefinitions: Optional[ScheduleDefinitionList]
-    ScheduleIdentifier: Optional[String]
-    ScheduleDescription: Optional[String]
-    Tags: Optional[TagList]
-    DryRun: Optional[BooleanOptional]
-    NextInvocations: Optional[IntegerOptional]
+    ScheduleDefinitions: ScheduleDefinitionList | None
+    ScheduleIdentifier: String | None
+    ScheduleDescription: String | None
+    Tags: TagList | None
+    DryRun: BooleanOptional | None
+    NextInvocations: IntegerOptional | None
 
 
 class CreateTagsMessage(ServiceRequest):
@@ -2122,45 +2122,45 @@ class CreateUsageLimitMessage(ServiceRequest):
     FeatureType: UsageLimitFeatureType
     LimitType: UsageLimitLimitType
     Amount: Long
-    Period: Optional[UsageLimitPeriod]
-    BreachAction: Optional[UsageLimitBreachAction]
-    Tags: Optional[TagList]
+    Period: UsageLimitPeriod | None
+    BreachAction: UsageLimitBreachAction | None
+    Tags: TagList | None
 
 
 class CustomDomainAssociationsMessage(TypedDict, total=False):
-    Marker: Optional[String]
-    Associations: Optional[AssociationList]
+    Marker: String | None
+    Associations: AssociationList | None
 
 
 class CustomerStorageMessage(TypedDict, total=False):
-    TotalBackupSizeInMegaBytes: Optional[Double]
-    TotalProvisionedStorageInMegaBytes: Optional[Double]
+    TotalBackupSizeInMegaBytes: Double | None
+    TotalProvisionedStorageInMegaBytes: Double | None
 
 
 class DataShareAssociation(TypedDict, total=False):
-    ConsumerIdentifier: Optional[String]
-    Status: Optional[DataShareStatus]
-    ConsumerRegion: Optional[String]
-    CreatedDate: Optional[TStamp]
-    StatusChangeDate: Optional[TStamp]
-    ProducerAllowedWrites: Optional[BooleanOptional]
-    ConsumerAcceptedWrites: Optional[BooleanOptional]
+    ConsumerIdentifier: String | None
+    Status: DataShareStatus | None
+    ConsumerRegion: String | None
+    CreatedDate: TStamp | None
+    StatusChangeDate: TStamp | None
+    ProducerAllowedWrites: BooleanOptional | None
+    ConsumerAcceptedWrites: BooleanOptional | None
 
 
-DataShareAssociationList = List[DataShareAssociation]
+DataShareAssociationList = list[DataShareAssociation]
 
 
 class DataShare(TypedDict, total=False):
-    DataShareArn: Optional[String]
-    ProducerArn: Optional[String]
-    AllowPubliclyAccessibleConsumers: Optional[Boolean]
-    DataShareAssociations: Optional[DataShareAssociationList]
-    ManagedBy: Optional[String]
-    DataShareType: Optional[DataShareType]
+    DataShareArn: String | None
+    ProducerArn: String | None
+    AllowPubliclyAccessibleConsumers: Boolean | None
+    DataShareAssociations: DataShareAssociationList | None
+    ManagedBy: String | None
+    DataShareType: DataShareType | None
 
 
-DataShareList = List[DataShare]
-DbGroupList = List[String]
+DataShareList = list[DataShare]
+DbGroupList = list[String]
 
 
 class DeauthorizeDataShareMessage(ServiceRequest):
@@ -2169,9 +2169,9 @@ class DeauthorizeDataShareMessage(ServiceRequest):
 
 
 class DefaultClusterParameters(TypedDict, total=False):
-    ParameterGroupFamily: Optional[String]
-    Marker: Optional[String]
-    Parameters: Optional[ParametersList]
+    ParameterGroupFamily: String | None
+    Marker: String | None
+    Parameters: ParametersList | None
 
 
 class DeleteAuthenticationProfileMessage(ServiceRequest):
@@ -2179,14 +2179,14 @@ class DeleteAuthenticationProfileMessage(ServiceRequest):
 
 
 class DeleteAuthenticationProfileResult(TypedDict, total=False):
-    AuthenticationProfileName: Optional[AuthenticationProfileNameString]
+    AuthenticationProfileName: AuthenticationProfileNameString | None
 
 
 class DeleteClusterMessage(ServiceRequest):
     ClusterIdentifier: String
-    SkipFinalClusterSnapshot: Optional[Boolean]
-    FinalClusterSnapshotIdentifier: Optional[String]
-    FinalClusterSnapshotRetentionPeriod: Optional[IntegerOptional]
+    SkipFinalClusterSnapshot: Boolean | None
+    FinalClusterSnapshotIdentifier: String | None
+    FinalClusterSnapshotRetentionPeriod: IntegerOptional | None
 
 
 class DeleteClusterParameterGroupMessage(ServiceRequest):
@@ -2194,7 +2194,7 @@ class DeleteClusterParameterGroupMessage(ServiceRequest):
 
 
 class DeleteClusterResult(TypedDict, total=False):
-    Cluster: Optional[Cluster]
+    Cluster: Cluster | None
 
 
 class DeleteClusterSecurityGroupMessage(ServiceRequest):
@@ -2202,7 +2202,7 @@ class DeleteClusterSecurityGroupMessage(ServiceRequest):
 
 
 class DeleteClusterSnapshotResult(TypedDict, total=False):
-    Snapshot: Optional[Snapshot]
+    Snapshot: Snapshot | None
 
 
 class DeleteClusterSubnetGroupMessage(ServiceRequest):
@@ -2273,8 +2273,8 @@ class ServerlessIdentifier(TypedDict, total=False):
 
 
 class NamespaceIdentifierUnion(TypedDict, total=False):
-    ServerlessIdentifier: Optional[ServerlessIdentifier]
-    ProvisionedIdentifier: Optional[ProvisionedIdentifier]
+    ServerlessIdentifier: ServerlessIdentifier | None
+    ProvisionedIdentifier: ProvisionedIdentifier | None
 
 
 class DeregisterNamespaceInputMessage(ServiceRequest):
@@ -2283,221 +2283,221 @@ class DeregisterNamespaceInputMessage(ServiceRequest):
 
 
 class DeregisterNamespaceOutputMessage(TypedDict, total=False):
-    Status: Optional[NamespaceRegistrationStatus]
+    Status: NamespaceRegistrationStatus | None
 
 
 class DescribeAccountAttributesMessage(ServiceRequest):
-    AttributeNames: Optional[AttributeNameList]
+    AttributeNames: AttributeNameList | None
 
 
 class DescribeAuthenticationProfilesMessage(ServiceRequest):
-    AuthenticationProfileName: Optional[AuthenticationProfileNameString]
+    AuthenticationProfileName: AuthenticationProfileNameString | None
 
 
 class DescribeAuthenticationProfilesResult(TypedDict, total=False):
-    AuthenticationProfiles: Optional[AuthenticationProfileList]
+    AuthenticationProfiles: AuthenticationProfileList | None
 
 
 class DescribeClusterDbRevisionsMessage(ServiceRequest):
-    ClusterIdentifier: Optional[String]
-    MaxRecords: Optional[IntegerOptional]
-    Marker: Optional[String]
+    ClusterIdentifier: String | None
+    MaxRecords: IntegerOptional | None
+    Marker: String | None
 
 
-TagValueList = List[String]
+TagValueList = list[String]
 
 
 class DescribeClusterParameterGroupsMessage(ServiceRequest):
-    ParameterGroupName: Optional[String]
-    MaxRecords: Optional[IntegerOptional]
-    Marker: Optional[String]
-    TagKeys: Optional[TagKeyList]
-    TagValues: Optional[TagValueList]
+    ParameterGroupName: String | None
+    MaxRecords: IntegerOptional | None
+    Marker: String | None
+    TagKeys: TagKeyList | None
+    TagValues: TagValueList | None
 
 
 class DescribeClusterParametersMessage(ServiceRequest):
     ParameterGroupName: String
-    Source: Optional[String]
-    MaxRecords: Optional[IntegerOptional]
-    Marker: Optional[String]
+    Source: String | None
+    MaxRecords: IntegerOptional | None
+    Marker: String | None
 
 
 class DescribeClusterSecurityGroupsMessage(ServiceRequest):
-    ClusterSecurityGroupName: Optional[String]
-    MaxRecords: Optional[IntegerOptional]
-    Marker: Optional[String]
-    TagKeys: Optional[TagKeyList]
-    TagValues: Optional[TagValueList]
+    ClusterSecurityGroupName: String | None
+    MaxRecords: IntegerOptional | None
+    Marker: String | None
+    TagKeys: TagKeyList | None
+    TagValues: TagValueList | None
 
 
 class SnapshotSortingEntity(TypedDict, total=False):
     Attribute: SnapshotAttributeToSortBy
-    SortOrder: Optional[SortByOrder]
+    SortOrder: SortByOrder | None
 
 
-SnapshotSortingEntityList = List[SnapshotSortingEntity]
+SnapshotSortingEntityList = list[SnapshotSortingEntity]
 
 
 class DescribeClusterSnapshotsMessage(ServiceRequest):
-    ClusterIdentifier: Optional[String]
-    SnapshotIdentifier: Optional[String]
-    SnapshotArn: Optional[String]
-    SnapshotType: Optional[String]
-    StartTime: Optional[TStamp]
-    EndTime: Optional[TStamp]
-    MaxRecords: Optional[IntegerOptional]
-    Marker: Optional[String]
-    OwnerAccount: Optional[String]
-    TagKeys: Optional[TagKeyList]
-    TagValues: Optional[TagValueList]
-    ClusterExists: Optional[BooleanOptional]
-    SortingEntities: Optional[SnapshotSortingEntityList]
+    ClusterIdentifier: String | None
+    SnapshotIdentifier: String | None
+    SnapshotArn: String | None
+    SnapshotType: String | None
+    StartTime: TStamp | None
+    EndTime: TStamp | None
+    MaxRecords: IntegerOptional | None
+    Marker: String | None
+    OwnerAccount: String | None
+    TagKeys: TagKeyList | None
+    TagValues: TagValueList | None
+    ClusterExists: BooleanOptional | None
+    SortingEntities: SnapshotSortingEntityList | None
 
 
 class DescribeClusterSubnetGroupsMessage(ServiceRequest):
-    ClusterSubnetGroupName: Optional[String]
-    MaxRecords: Optional[IntegerOptional]
-    Marker: Optional[String]
-    TagKeys: Optional[TagKeyList]
-    TagValues: Optional[TagValueList]
+    ClusterSubnetGroupName: String | None
+    MaxRecords: IntegerOptional | None
+    Marker: String | None
+    TagKeys: TagKeyList | None
+    TagValues: TagValueList | None
 
 
 class DescribeClusterTracksMessage(ServiceRequest):
-    MaintenanceTrackName: Optional[String]
-    MaxRecords: Optional[IntegerOptional]
-    Marker: Optional[String]
+    MaintenanceTrackName: String | None
+    MaxRecords: IntegerOptional | None
+    Marker: String | None
 
 
 class DescribeClusterVersionsMessage(ServiceRequest):
-    ClusterVersion: Optional[String]
-    ClusterParameterGroupFamily: Optional[String]
-    MaxRecords: Optional[IntegerOptional]
-    Marker: Optional[String]
+    ClusterVersion: String | None
+    ClusterParameterGroupFamily: String | None
+    MaxRecords: IntegerOptional | None
+    Marker: String | None
 
 
 class DescribeClustersMessage(ServiceRequest):
-    ClusterIdentifier: Optional[String]
-    MaxRecords: Optional[IntegerOptional]
-    Marker: Optional[String]
-    TagKeys: Optional[TagKeyList]
-    TagValues: Optional[TagValueList]
+    ClusterIdentifier: String | None
+    MaxRecords: IntegerOptional | None
+    Marker: String | None
+    TagKeys: TagKeyList | None
+    TagValues: TagValueList | None
 
 
 class DescribeCustomDomainAssociationsMessage(ServiceRequest):
-    CustomDomainName: Optional[CustomDomainNameString]
-    CustomDomainCertificateArn: Optional[CustomDomainCertificateArnString]
-    MaxRecords: Optional[IntegerOptional]
-    Marker: Optional[String]
+    CustomDomainName: CustomDomainNameString | None
+    CustomDomainCertificateArn: CustomDomainCertificateArnString | None
+    MaxRecords: IntegerOptional | None
+    Marker: String | None
 
 
 class DescribeDataSharesForConsumerMessage(ServiceRequest):
-    ConsumerArn: Optional[String]
-    Status: Optional[DataShareStatusForConsumer]
-    MaxRecords: Optional[IntegerOptional]
-    Marker: Optional[String]
+    ConsumerArn: String | None
+    Status: DataShareStatusForConsumer | None
+    MaxRecords: IntegerOptional | None
+    Marker: String | None
 
 
 class DescribeDataSharesForConsumerResult(TypedDict, total=False):
-    DataShares: Optional[DataShareList]
-    Marker: Optional[String]
+    DataShares: DataShareList | None
+    Marker: String | None
 
 
 class DescribeDataSharesForProducerMessage(ServiceRequest):
-    ProducerArn: Optional[String]
-    Status: Optional[DataShareStatusForProducer]
-    MaxRecords: Optional[IntegerOptional]
-    Marker: Optional[String]
+    ProducerArn: String | None
+    Status: DataShareStatusForProducer | None
+    MaxRecords: IntegerOptional | None
+    Marker: String | None
 
 
 class DescribeDataSharesForProducerResult(TypedDict, total=False):
-    DataShares: Optional[DataShareList]
-    Marker: Optional[String]
+    DataShares: DataShareList | None
+    Marker: String | None
 
 
 class DescribeDataSharesMessage(ServiceRequest):
-    DataShareArn: Optional[String]
-    MaxRecords: Optional[IntegerOptional]
-    Marker: Optional[String]
+    DataShareArn: String | None
+    MaxRecords: IntegerOptional | None
+    Marker: String | None
 
 
 class DescribeDataSharesResult(TypedDict, total=False):
-    DataShares: Optional[DataShareList]
-    Marker: Optional[String]
+    DataShares: DataShareList | None
+    Marker: String | None
 
 
 class DescribeDefaultClusterParametersMessage(ServiceRequest):
     ParameterGroupFamily: String
-    MaxRecords: Optional[IntegerOptional]
-    Marker: Optional[String]
+    MaxRecords: IntegerOptional | None
+    Marker: String | None
 
 
 class DescribeDefaultClusterParametersResult(TypedDict, total=False):
-    DefaultClusterParameters: Optional[DefaultClusterParameters]
+    DefaultClusterParameters: DefaultClusterParameters | None
 
 
 class DescribeEndpointAccessMessage(ServiceRequest):
-    ClusterIdentifier: Optional[String]
-    ResourceOwner: Optional[String]
-    EndpointName: Optional[String]
-    VpcId: Optional[String]
-    MaxRecords: Optional[IntegerOptional]
-    Marker: Optional[String]
+    ClusterIdentifier: String | None
+    ResourceOwner: String | None
+    EndpointName: String | None
+    VpcId: String | None
+    MaxRecords: IntegerOptional | None
+    Marker: String | None
 
 
 class DescribeEndpointAuthorizationMessage(ServiceRequest):
-    ClusterIdentifier: Optional[String]
-    Account: Optional[String]
-    Grantee: Optional[BooleanOptional]
-    MaxRecords: Optional[IntegerOptional]
-    Marker: Optional[String]
+    ClusterIdentifier: String | None
+    Account: String | None
+    Grantee: BooleanOptional | None
+    MaxRecords: IntegerOptional | None
+    Marker: String | None
 
 
 class DescribeEventCategoriesMessage(ServiceRequest):
-    SourceType: Optional[String]
+    SourceType: String | None
 
 
 class DescribeEventSubscriptionsMessage(ServiceRequest):
-    SubscriptionName: Optional[String]
-    MaxRecords: Optional[IntegerOptional]
-    Marker: Optional[String]
-    TagKeys: Optional[TagKeyList]
-    TagValues: Optional[TagValueList]
+    SubscriptionName: String | None
+    MaxRecords: IntegerOptional | None
+    Marker: String | None
+    TagKeys: TagKeyList | None
+    TagValues: TagValueList | None
 
 
 class DescribeEventsMessage(ServiceRequest):
-    SourceIdentifier: Optional[String]
-    SourceType: Optional[SourceType]
-    StartTime: Optional[TStamp]
-    EndTime: Optional[TStamp]
-    Duration: Optional[IntegerOptional]
-    MaxRecords: Optional[IntegerOptional]
-    Marker: Optional[String]
+    SourceIdentifier: String | None
+    SourceType: SourceType | None
+    StartTime: TStamp | None
+    EndTime: TStamp | None
+    Duration: IntegerOptional | None
+    MaxRecords: IntegerOptional | None
+    Marker: String | None
 
 
 class DescribeHsmClientCertificatesMessage(ServiceRequest):
-    HsmClientCertificateIdentifier: Optional[String]
-    MaxRecords: Optional[IntegerOptional]
-    Marker: Optional[String]
-    TagKeys: Optional[TagKeyList]
-    TagValues: Optional[TagValueList]
+    HsmClientCertificateIdentifier: String | None
+    MaxRecords: IntegerOptional | None
+    Marker: String | None
+    TagKeys: TagKeyList | None
+    TagValues: TagValueList | None
 
 
 class DescribeHsmConfigurationsMessage(ServiceRequest):
-    HsmConfigurationIdentifier: Optional[String]
-    MaxRecords: Optional[IntegerOptional]
-    Marker: Optional[String]
-    TagKeys: Optional[TagKeyList]
-    TagValues: Optional[TagValueList]
+    HsmConfigurationIdentifier: String | None
+    MaxRecords: IntegerOptional | None
+    Marker: String | None
+    TagKeys: TagKeyList | None
+    TagValues: TagValueList | None
 
 
 class DescribeInboundIntegrationsMessage(ServiceRequest):
-    IntegrationArn: Optional[InboundIntegrationArn]
-    TargetArn: Optional[TargetArn]
-    MaxRecords: Optional[IntegerOptional]
-    Marker: Optional[String]
+    IntegrationArn: InboundIntegrationArn | None
+    TargetArn: TargetArn | None
+    MaxRecords: IntegerOptional | None
+    Marker: String | None
 
 
-DescribeIntegrationsFilterValueList = List[String]
+DescribeIntegrationsFilterValueList = list[String]
 
 
 class DescribeIntegrationsFilter(TypedDict, total=False):
@@ -2505,14 +2505,14 @@ class DescribeIntegrationsFilter(TypedDict, total=False):
     Values: DescribeIntegrationsFilterValueList
 
 
-DescribeIntegrationsFilterList = List[DescribeIntegrationsFilter]
+DescribeIntegrationsFilterList = list[DescribeIntegrationsFilter]
 
 
 class DescribeIntegrationsMessage(ServiceRequest):
-    IntegrationArn: Optional[IntegrationArn]
-    MaxRecords: Optional[IntegerOptional]
-    Marker: Optional[String]
-    Filters: Optional[DescribeIntegrationsFilterList]
+    IntegrationArn: IntegrationArn | None
+    MaxRecords: IntegerOptional | None
+    Marker: String | None
+    Filters: DescribeIntegrationsFilterList | None
 
 
 class DescribeLoggingStatusMessage(ServiceRequest):
@@ -2520,94 +2520,94 @@ class DescribeLoggingStatusMessage(ServiceRequest):
 
 
 class NodeConfigurationOptionsFilter(TypedDict, total=False):
-    Name: Optional[NodeConfigurationOptionsFilterName]
-    Operator: Optional[OperatorType]
-    Values: Optional[ValueStringList]
+    Name: NodeConfigurationOptionsFilterName | None
+    Operator: OperatorType | None
+    Values: ValueStringList | None
 
 
-NodeConfigurationOptionsFilterList = List[NodeConfigurationOptionsFilter]
+NodeConfigurationOptionsFilterList = list[NodeConfigurationOptionsFilter]
 
 
 class DescribeNodeConfigurationOptionsMessage(ServiceRequest):
     ActionType: ActionType
-    ClusterIdentifier: Optional[String]
-    SnapshotIdentifier: Optional[String]
-    SnapshotArn: Optional[String]
-    OwnerAccount: Optional[String]
-    Filters: Optional[NodeConfigurationOptionsFilterList]
-    Marker: Optional[String]
-    MaxRecords: Optional[IntegerOptional]
+    ClusterIdentifier: String | None
+    SnapshotIdentifier: String | None
+    SnapshotArn: String | None
+    OwnerAccount: String | None
+    Filters: NodeConfigurationOptionsFilterList | None
+    Marker: String | None
+    MaxRecords: IntegerOptional | None
 
 
 class DescribeOrderableClusterOptionsMessage(ServiceRequest):
-    ClusterVersion: Optional[String]
-    NodeType: Optional[String]
-    MaxRecords: Optional[IntegerOptional]
-    Marker: Optional[String]
+    ClusterVersion: String | None
+    NodeType: String | None
+    MaxRecords: IntegerOptional | None
+    Marker: String | None
 
 
 class DescribePartnersInputMessage(ServiceRequest):
     AccountId: PartnerIntegrationAccountId
     ClusterIdentifier: PartnerIntegrationClusterIdentifier
-    DatabaseName: Optional[PartnerIntegrationDatabaseName]
-    PartnerName: Optional[PartnerIntegrationPartnerName]
+    DatabaseName: PartnerIntegrationDatabaseName | None
+    PartnerName: PartnerIntegrationPartnerName | None
 
 
 class PartnerIntegrationInfo(TypedDict, total=False):
-    DatabaseName: Optional[PartnerIntegrationDatabaseName]
-    PartnerName: Optional[PartnerIntegrationPartnerName]
-    Status: Optional[PartnerIntegrationStatus]
-    StatusMessage: Optional[PartnerIntegrationStatusMessage]
-    CreatedAt: Optional[TStamp]
-    UpdatedAt: Optional[TStamp]
+    DatabaseName: PartnerIntegrationDatabaseName | None
+    PartnerName: PartnerIntegrationPartnerName | None
+    Status: PartnerIntegrationStatus | None
+    StatusMessage: PartnerIntegrationStatusMessage | None
+    CreatedAt: TStamp | None
+    UpdatedAt: TStamp | None
 
 
-PartnerIntegrationInfoList = List[PartnerIntegrationInfo]
+PartnerIntegrationInfoList = list[PartnerIntegrationInfo]
 
 
 class DescribePartnersOutputMessage(TypedDict, total=False):
-    PartnerIntegrationInfoList: Optional[PartnerIntegrationInfoList]
+    PartnerIntegrationInfoList: PartnerIntegrationInfoList | None
 
 
 class DescribeRedshiftIdcApplicationsMessage(ServiceRequest):
-    RedshiftIdcApplicationArn: Optional[String]
-    MaxRecords: Optional[IntegerOptional]
-    Marker: Optional[String]
+    RedshiftIdcApplicationArn: String | None
+    MaxRecords: IntegerOptional | None
+    Marker: String | None
 
 
-RedshiftIdcApplicationList = List[RedshiftIdcApplication]
+RedshiftIdcApplicationList = list[RedshiftIdcApplication]
 
 
 class DescribeRedshiftIdcApplicationsResult(TypedDict, total=False):
-    RedshiftIdcApplications: Optional[RedshiftIdcApplicationList]
-    Marker: Optional[String]
+    RedshiftIdcApplications: RedshiftIdcApplicationList | None
+    Marker: String | None
 
 
 class DescribeReservedNodeExchangeStatusInputMessage(ServiceRequest):
-    ReservedNodeId: Optional[String]
-    ReservedNodeExchangeRequestId: Optional[String]
-    MaxRecords: Optional[IntegerOptional]
-    Marker: Optional[String]
+    ReservedNodeId: String | None
+    ReservedNodeExchangeRequestId: String | None
+    MaxRecords: IntegerOptional | None
+    Marker: String | None
 
 
-ReservedNodeExchangeStatusList = List[ReservedNodeExchangeStatus]
+ReservedNodeExchangeStatusList = list[ReservedNodeExchangeStatus]
 
 
 class DescribeReservedNodeExchangeStatusOutputMessage(TypedDict, total=False):
-    ReservedNodeExchangeStatusDetails: Optional[ReservedNodeExchangeStatusList]
-    Marker: Optional[String]
+    ReservedNodeExchangeStatusDetails: ReservedNodeExchangeStatusList | None
+    Marker: String | None
 
 
 class DescribeReservedNodeOfferingsMessage(ServiceRequest):
-    ReservedNodeOfferingId: Optional[String]
-    MaxRecords: Optional[IntegerOptional]
-    Marker: Optional[String]
+    ReservedNodeOfferingId: String | None
+    MaxRecords: IntegerOptional | None
+    Marker: String | None
 
 
 class DescribeReservedNodesMessage(ServiceRequest):
-    ReservedNodeId: Optional[String]
-    MaxRecords: Optional[IntegerOptional]
-    Marker: Optional[String]
+    ReservedNodeId: String | None
+    MaxRecords: IntegerOptional | None
+    Marker: String | None
 
 
 class DescribeResizeMessage(ServiceRequest):
@@ -2619,82 +2619,82 @@ class ScheduledActionFilter(TypedDict, total=False):
     Values: ValueStringList
 
 
-ScheduledActionFilterList = List[ScheduledActionFilter]
+ScheduledActionFilterList = list[ScheduledActionFilter]
 
 
 class DescribeScheduledActionsMessage(ServiceRequest):
-    ScheduledActionName: Optional[String]
-    TargetActionType: Optional[ScheduledActionTypeValues]
-    StartTime: Optional[TStamp]
-    EndTime: Optional[TStamp]
-    Active: Optional[BooleanOptional]
-    Filters: Optional[ScheduledActionFilterList]
-    Marker: Optional[String]
-    MaxRecords: Optional[IntegerOptional]
+    ScheduledActionName: String | None
+    TargetActionType: ScheduledActionTypeValues | None
+    StartTime: TStamp | None
+    EndTime: TStamp | None
+    Active: BooleanOptional | None
+    Filters: ScheduledActionFilterList | None
+    Marker: String | None
+    MaxRecords: IntegerOptional | None
 
 
 class DescribeSnapshotCopyGrantsMessage(ServiceRequest):
-    SnapshotCopyGrantName: Optional[String]
-    MaxRecords: Optional[IntegerOptional]
-    Marker: Optional[String]
-    TagKeys: Optional[TagKeyList]
-    TagValues: Optional[TagValueList]
+    SnapshotCopyGrantName: String | None
+    MaxRecords: IntegerOptional | None
+    Marker: String | None
+    TagKeys: TagKeyList | None
+    TagValues: TagValueList | None
 
 
 class DescribeSnapshotSchedulesMessage(ServiceRequest):
-    ClusterIdentifier: Optional[String]
-    ScheduleIdentifier: Optional[String]
-    TagKeys: Optional[TagKeyList]
-    TagValues: Optional[TagValueList]
-    Marker: Optional[String]
-    MaxRecords: Optional[IntegerOptional]
+    ClusterIdentifier: String | None
+    ScheduleIdentifier: String | None
+    TagKeys: TagKeyList | None
+    TagValues: TagValueList | None
+    Marker: String | None
+    MaxRecords: IntegerOptional | None
 
 
-ScheduledSnapshotTimeList = List[TStamp]
+ScheduledSnapshotTimeList = list[TStamp]
 
 
 class SnapshotSchedule(TypedDict, total=False):
-    ScheduleDefinitions: Optional[ScheduleDefinitionList]
-    ScheduleIdentifier: Optional[String]
-    ScheduleDescription: Optional[String]
-    Tags: Optional[TagList]
-    NextInvocations: Optional[ScheduledSnapshotTimeList]
-    AssociatedClusterCount: Optional[IntegerOptional]
-    AssociatedClusters: Optional[AssociatedClusterList]
+    ScheduleDefinitions: ScheduleDefinitionList | None
+    ScheduleIdentifier: String | None
+    ScheduleDescription: String | None
+    Tags: TagList | None
+    NextInvocations: ScheduledSnapshotTimeList | None
+    AssociatedClusterCount: IntegerOptional | None
+    AssociatedClusters: AssociatedClusterList | None
 
 
-SnapshotScheduleList = List[SnapshotSchedule]
+SnapshotScheduleList = list[SnapshotSchedule]
 
 
 class DescribeSnapshotSchedulesOutputMessage(TypedDict, total=False):
-    SnapshotSchedules: Optional[SnapshotScheduleList]
-    Marker: Optional[String]
+    SnapshotSchedules: SnapshotScheduleList | None
+    Marker: String | None
 
 
 class DescribeTableRestoreStatusMessage(ServiceRequest):
-    ClusterIdentifier: Optional[String]
-    TableRestoreRequestId: Optional[String]
-    MaxRecords: Optional[IntegerOptional]
-    Marker: Optional[String]
+    ClusterIdentifier: String | None
+    TableRestoreRequestId: String | None
+    MaxRecords: IntegerOptional | None
+    Marker: String | None
 
 
 class DescribeTagsMessage(ServiceRequest):
-    ResourceName: Optional[String]
-    ResourceType: Optional[String]
-    MaxRecords: Optional[IntegerOptional]
-    Marker: Optional[String]
-    TagKeys: Optional[TagKeyList]
-    TagValues: Optional[TagValueList]
+    ResourceName: String | None
+    ResourceType: String | None
+    MaxRecords: IntegerOptional | None
+    Marker: String | None
+    TagKeys: TagKeyList | None
+    TagValues: TagValueList | None
 
 
 class DescribeUsageLimitsMessage(ServiceRequest):
-    UsageLimitId: Optional[String]
-    ClusterIdentifier: Optional[String]
-    FeatureType: Optional[UsageLimitFeatureType]
-    MaxRecords: Optional[IntegerOptional]
-    Marker: Optional[String]
-    TagKeys: Optional[TagKeyList]
-    TagValues: Optional[TagValueList]
+    UsageLimitId: String | None
+    ClusterIdentifier: String | None
+    FeatureType: UsageLimitFeatureType | None
+    MaxRecords: IntegerOptional | None
+    Marker: String | None
+    TagKeys: TagKeyList | None
+    TagValues: TagValueList | None
 
 
 class DisableLoggingMessage(ServiceRequest):
@@ -2706,138 +2706,138 @@ class DisableSnapshotCopyMessage(ServiceRequest):
 
 
 class DisableSnapshotCopyResult(TypedDict, total=False):
-    Cluster: Optional[Cluster]
+    Cluster: Cluster | None
 
 
 class DisassociateDataShareConsumerMessage(ServiceRequest):
     DataShareArn: String
-    DisassociateEntireAccount: Optional[BooleanOptional]
-    ConsumerArn: Optional[String]
-    ConsumerRegion: Optional[String]
+    DisassociateEntireAccount: BooleanOptional | None
+    ConsumerArn: String | None
+    ConsumerRegion: String | None
 
 
 class SupportedOperation(TypedDict, total=False):
-    OperationName: Optional[String]
+    OperationName: String | None
 
 
-SupportedOperationList = List[SupportedOperation]
+SupportedOperationList = list[SupportedOperation]
 
 
 class UpdateTarget(TypedDict, total=False):
-    MaintenanceTrackName: Optional[String]
-    DatabaseVersion: Optional[String]
-    SupportedOperations: Optional[SupportedOperationList]
+    MaintenanceTrackName: String | None
+    DatabaseVersion: String | None
+    SupportedOperations: SupportedOperationList | None
 
 
-EligibleTracksToUpdateList = List[UpdateTarget]
-LogTypeList = List[String]
+EligibleTracksToUpdateList = list[UpdateTarget]
+LogTypeList = list[String]
 
 
 class EnableLoggingMessage(ServiceRequest):
     ClusterIdentifier: String
-    BucketName: Optional[String]
-    S3KeyPrefix: Optional[S3KeyPrefixValue]
-    LogDestinationType: Optional[LogDestinationType]
-    LogExports: Optional[LogTypeList]
+    BucketName: String | None
+    S3KeyPrefix: S3KeyPrefixValue | None
+    LogDestinationType: LogDestinationType | None
+    LogExports: LogTypeList | None
 
 
 class EnableSnapshotCopyMessage(ServiceRequest):
     ClusterIdentifier: String
     DestinationRegion: String
-    RetentionPeriod: Optional[IntegerOptional]
-    SnapshotCopyGrantName: Optional[String]
-    ManualSnapshotRetentionPeriod: Optional[IntegerOptional]
+    RetentionPeriod: IntegerOptional | None
+    SnapshotCopyGrantName: String | None
+    ManualSnapshotRetentionPeriod: IntegerOptional | None
 
 
 class EnableSnapshotCopyResult(TypedDict, total=False):
-    Cluster: Optional[Cluster]
+    Cluster: Cluster | None
 
 
 class EndpointAccess(TypedDict, total=False):
-    ClusterIdentifier: Optional[String]
-    ResourceOwner: Optional[String]
-    SubnetGroupName: Optional[String]
-    EndpointStatus: Optional[String]
-    EndpointName: Optional[String]
-    EndpointCreateTime: Optional[TStamp]
-    Port: Optional[Integer]
-    Address: Optional[String]
-    VpcSecurityGroups: Optional[VpcSecurityGroupMembershipList]
-    VpcEndpoint: Optional[VpcEndpoint]
+    ClusterIdentifier: String | None
+    ResourceOwner: String | None
+    SubnetGroupName: String | None
+    EndpointStatus: String | None
+    EndpointName: String | None
+    EndpointCreateTime: TStamp | None
+    Port: Integer | None
+    Address: String | None
+    VpcSecurityGroups: VpcSecurityGroupMembershipList | None
+    VpcEndpoint: VpcEndpoint | None
 
 
-EndpointAccesses = List[EndpointAccess]
+EndpointAccesses = list[EndpointAccess]
 
 
 class EndpointAccessList(TypedDict, total=False):
-    EndpointAccessList: Optional[EndpointAccesses]
-    Marker: Optional[String]
+    EndpointAccessList: EndpointAccesses | None
+    Marker: String | None
 
 
 class EndpointAuthorization(TypedDict, total=False):
-    Grantor: Optional[String]
-    Grantee: Optional[String]
-    ClusterIdentifier: Optional[String]
-    AuthorizeTime: Optional[TStamp]
-    ClusterStatus: Optional[String]
-    Status: Optional[AuthorizationStatus]
-    AllowedAllVPCs: Optional[Boolean]
-    AllowedVPCs: Optional[VpcIdentifierList]
-    EndpointCount: Optional[Integer]
+    Grantor: String | None
+    Grantee: String | None
+    ClusterIdentifier: String | None
+    AuthorizeTime: TStamp | None
+    ClusterStatus: String | None
+    Status: AuthorizationStatus | None
+    AllowedAllVPCs: Boolean | None
+    AllowedVPCs: VpcIdentifierList | None
+    EndpointCount: Integer | None
 
 
-EndpointAuthorizations = List[EndpointAuthorization]
+EndpointAuthorizations = list[EndpointAuthorization]
 
 
 class EndpointAuthorizationList(TypedDict, total=False):
-    EndpointAuthorizationList: Optional[EndpointAuthorizations]
-    Marker: Optional[String]
+    EndpointAuthorizationList: EndpointAuthorizations | None
+    Marker: String | None
 
 
 class Event(TypedDict, total=False):
-    SourceIdentifier: Optional[String]
-    SourceType: Optional[SourceType]
-    Message: Optional[String]
-    EventCategories: Optional[EventCategoriesList]
-    Severity: Optional[String]
-    Date: Optional[TStamp]
-    EventId: Optional[String]
+    SourceIdentifier: String | None
+    SourceType: SourceType | None
+    Message: String | None
+    EventCategories: EventCategoriesList | None
+    Severity: String | None
+    Date: TStamp | None
+    EventId: String | None
 
 
 class EventInfoMap(TypedDict, total=False):
-    EventId: Optional[String]
-    EventCategories: Optional[EventCategoriesList]
-    EventDescription: Optional[String]
-    Severity: Optional[String]
+    EventId: String | None
+    EventCategories: EventCategoriesList | None
+    EventDescription: String | None
+    Severity: String | None
 
 
-EventInfoMapList = List[EventInfoMap]
+EventInfoMapList = list[EventInfoMap]
 
 
 class EventCategoriesMap(TypedDict, total=False):
-    SourceType: Optional[String]
-    Events: Optional[EventInfoMapList]
+    SourceType: String | None
+    Events: EventInfoMapList | None
 
 
-EventCategoriesMapList = List[EventCategoriesMap]
+EventCategoriesMapList = list[EventCategoriesMap]
 
 
 class EventCategoriesMessage(TypedDict, total=False):
-    EventCategoriesMapList: Optional[EventCategoriesMapList]
+    EventCategoriesMapList: EventCategoriesMapList | None
 
 
-EventList = List[Event]
-EventSubscriptionsList = List[EventSubscription]
+EventList = list[Event]
+EventSubscriptionsList = list[EventSubscription]
 
 
 class EventSubscriptionsMessage(TypedDict, total=False):
-    Marker: Optional[String]
-    EventSubscriptionsList: Optional[EventSubscriptionsList]
+    Marker: String | None
+    EventSubscriptionsList: EventSubscriptionsList | None
 
 
 class EventsMessage(TypedDict, total=False):
-    Marker: Optional[String]
-    Events: Optional[EventList]
+    Marker: String | None
+    Events: EventList | None
 
 
 class FailoverPrimaryComputeInputMessage(ServiceRequest):
@@ -2845,72 +2845,72 @@ class FailoverPrimaryComputeInputMessage(ServiceRequest):
 
 
 class FailoverPrimaryComputeResult(TypedDict, total=False):
-    Cluster: Optional[Cluster]
+    Cluster: Cluster | None
 
 
 class GetClusterCredentialsMessage(ServiceRequest):
     DbUser: String
-    DbName: Optional[String]
-    ClusterIdentifier: Optional[String]
-    DurationSeconds: Optional[IntegerOptional]
-    AutoCreate: Optional[BooleanOptional]
-    DbGroups: Optional[DbGroupList]
-    CustomDomainName: Optional[String]
+    DbName: String | None
+    ClusterIdentifier: String | None
+    DurationSeconds: IntegerOptional | None
+    AutoCreate: BooleanOptional | None
+    DbGroups: DbGroupList | None
+    CustomDomainName: String | None
 
 
 class GetClusterCredentialsWithIAMMessage(ServiceRequest):
-    DbName: Optional[String]
-    ClusterIdentifier: Optional[String]
-    DurationSeconds: Optional[IntegerOptional]
-    CustomDomainName: Optional[String]
+    DbName: String | None
+    ClusterIdentifier: String | None
+    DurationSeconds: IntegerOptional | None
+    CustomDomainName: String | None
 
 
 class GetReservedNodeExchangeConfigurationOptionsInputMessage(ServiceRequest):
     ActionType: ReservedNodeExchangeActionType
-    ClusterIdentifier: Optional[String]
-    SnapshotIdentifier: Optional[String]
-    MaxRecords: Optional[IntegerOptional]
-    Marker: Optional[String]
+    ClusterIdentifier: String | None
+    SnapshotIdentifier: String | None
+    MaxRecords: IntegerOptional | None
+    Marker: String | None
 
 
 class ReservedNodeOffering(TypedDict, total=False):
-    ReservedNodeOfferingId: Optional[String]
-    NodeType: Optional[String]
-    Duration: Optional[Integer]
-    FixedPrice: Optional[Double]
-    UsagePrice: Optional[Double]
-    CurrencyCode: Optional[String]
-    OfferingType: Optional[String]
-    RecurringCharges: Optional[RecurringChargeList]
-    ReservedNodeOfferingType: Optional[ReservedNodeOfferingType]
+    ReservedNodeOfferingId: String | None
+    NodeType: String | None
+    Duration: Integer | None
+    FixedPrice: Double | None
+    UsagePrice: Double | None
+    CurrencyCode: String | None
+    OfferingType: String | None
+    RecurringCharges: RecurringChargeList | None
+    ReservedNodeOfferingType: ReservedNodeOfferingType | None
 
 
 class ReservedNodeConfigurationOption(TypedDict, total=False):
-    SourceReservedNode: Optional[ReservedNode]
-    TargetReservedNodeCount: Optional[Integer]
-    TargetReservedNodeOffering: Optional[ReservedNodeOffering]
+    SourceReservedNode: ReservedNode | None
+    TargetReservedNodeCount: Integer | None
+    TargetReservedNodeOffering: ReservedNodeOffering | None
 
 
-ReservedNodeConfigurationOptionList = List[ReservedNodeConfigurationOption]
+ReservedNodeConfigurationOptionList = list[ReservedNodeConfigurationOption]
 
 
 class GetReservedNodeExchangeConfigurationOptionsOutputMessage(TypedDict, total=False):
-    Marker: Optional[String]
-    ReservedNodeConfigurationOptionList: Optional[ReservedNodeConfigurationOptionList]
+    Marker: String | None
+    ReservedNodeConfigurationOptionList: ReservedNodeConfigurationOptionList | None
 
 
 class GetReservedNodeExchangeOfferingsInputMessage(ServiceRequest):
     ReservedNodeId: String
-    MaxRecords: Optional[IntegerOptional]
-    Marker: Optional[String]
+    MaxRecords: IntegerOptional | None
+    Marker: String | None
 
 
-ReservedNodeOfferingList = List[ReservedNodeOffering]
+ReservedNodeOfferingList = list[ReservedNodeOffering]
 
 
 class GetReservedNodeExchangeOfferingsOutputMessage(TypedDict, total=False):
-    Marker: Optional[String]
-    ReservedNodeOfferings: Optional[ReservedNodeOfferingList]
+    Marker: String | None
+    ReservedNodeOfferings: ReservedNodeOfferingList | None
 
 
 class GetResourcePolicyMessage(ServiceRequest):
@@ -2918,154 +2918,154 @@ class GetResourcePolicyMessage(ServiceRequest):
 
 
 class ResourcePolicy(TypedDict, total=False):
-    ResourceArn: Optional[String]
-    Policy: Optional[String]
+    ResourceArn: String | None
+    Policy: String | None
 
 
 class GetResourcePolicyResult(TypedDict, total=False):
-    ResourcePolicy: Optional[ResourcePolicy]
+    ResourcePolicy: ResourcePolicy | None
 
 
-HsmClientCertificateList = List[HsmClientCertificate]
+HsmClientCertificateList = list[HsmClientCertificate]
 
 
 class HsmClientCertificateMessage(TypedDict, total=False):
-    Marker: Optional[String]
-    HsmClientCertificates: Optional[HsmClientCertificateList]
+    Marker: String | None
+    HsmClientCertificates: HsmClientCertificateList | None
 
 
-HsmConfigurationList = List[HsmConfiguration]
+HsmConfigurationList = list[HsmConfiguration]
 
 
 class HsmConfigurationMessage(TypedDict, total=False):
-    Marker: Optional[String]
-    HsmConfigurations: Optional[HsmConfigurationList]
+    Marker: String | None
+    HsmConfigurations: HsmConfigurationList | None
 
 
-ImportTablesCompleted = List[String]
-ImportTablesInProgress = List[String]
-ImportTablesNotStarted = List[String]
+ImportTablesCompleted = list[String]
+ImportTablesInProgress = list[String]
+ImportTablesNotStarted = list[String]
 
 
 class IntegrationError(TypedDict, total=False):
     ErrorCode: String
-    ErrorMessage: Optional[String]
+    ErrorMessage: String | None
 
 
-IntegrationErrorList = List[IntegrationError]
+IntegrationErrorList = list[IntegrationError]
 
 
 class InboundIntegration(TypedDict, total=False):
-    IntegrationArn: Optional[InboundIntegrationArn]
-    SourceArn: Optional[String]
-    TargetArn: Optional[TargetArn]
-    Status: Optional[ZeroETLIntegrationStatus]
-    Errors: Optional[IntegrationErrorList]
-    CreateTime: Optional[TStamp]
+    IntegrationArn: InboundIntegrationArn | None
+    SourceArn: String | None
+    TargetArn: TargetArn | None
+    Status: ZeroETLIntegrationStatus | None
+    Errors: IntegrationErrorList | None
+    CreateTime: TStamp | None
 
 
-InboundIntegrationList = List[InboundIntegration]
+InboundIntegrationList = list[InboundIntegration]
 
 
 class InboundIntegrationsMessage(TypedDict, total=False):
-    Marker: Optional[String]
-    InboundIntegrations: Optional[InboundIntegrationList]
+    Marker: String | None
+    InboundIntegrations: InboundIntegrationList | None
 
 
 class Integration(TypedDict, total=False):
-    IntegrationArn: Optional[IntegrationArn]
-    IntegrationName: Optional[IntegrationName]
-    SourceArn: Optional[SourceArn]
-    TargetArn: Optional[TargetArn]
-    Status: Optional[ZeroETLIntegrationStatus]
-    Errors: Optional[IntegrationErrorList]
-    CreateTime: Optional[TStamp]
-    Description: Optional[Description]
-    KMSKeyId: Optional[String]
-    AdditionalEncryptionContext: Optional[EncryptionContextMap]
-    Tags: Optional[TagList]
+    IntegrationArn: IntegrationArn | None
+    IntegrationName: IntegrationName | None
+    SourceArn: SourceArn | None
+    TargetArn: TargetArn | None
+    Status: ZeroETLIntegrationStatus | None
+    Errors: IntegrationErrorList | None
+    CreateTime: TStamp | None
+    Description: Description | None
+    KMSKeyId: String | None
+    AdditionalEncryptionContext: EncryptionContextMap | None
+    Tags: TagList | None
 
 
-IntegrationList = List[Integration]
+IntegrationList = list[Integration]
 
 
 class IntegrationsMessage(TypedDict, total=False):
-    Marker: Optional[String]
-    Integrations: Optional[IntegrationList]
+    Marker: String | None
+    Integrations: IntegrationList | None
 
 
 class ListRecommendationsMessage(ServiceRequest):
-    ClusterIdentifier: Optional[String]
-    NamespaceArn: Optional[String]
-    MaxRecords: Optional[IntegerOptional]
-    Marker: Optional[String]
+    ClusterIdentifier: String | None
+    NamespaceArn: String | None
+    MaxRecords: IntegerOptional | None
+    Marker: String | None
 
 
 class ReferenceLink(TypedDict, total=False):
-    Text: Optional[String]
-    Link: Optional[String]
+    Text: String | None
+    Link: String | None
 
 
-ReferenceLinkList = List[ReferenceLink]
+ReferenceLinkList = list[ReferenceLink]
 
 
 class RecommendedAction(TypedDict, total=False):
-    Text: Optional[String]
-    Database: Optional[String]
-    Command: Optional[String]
-    Type: Optional[RecommendedActionType]
+    Text: String | None
+    Database: String | None
+    Command: String | None
+    Type: RecommendedActionType | None
 
 
-RecommendedActionList = List[RecommendedAction]
+RecommendedActionList = list[RecommendedAction]
 
 
 class Recommendation(TypedDict, total=False):
-    Id: Optional[String]
-    ClusterIdentifier: Optional[String]
-    NamespaceArn: Optional[String]
-    CreatedAt: Optional[TStamp]
-    RecommendationType: Optional[String]
-    Title: Optional[String]
-    Description: Optional[String]
-    Observation: Optional[String]
-    ImpactRanking: Optional[ImpactRankingType]
-    RecommendationText: Optional[String]
-    RecommendedActions: Optional[RecommendedActionList]
-    ReferenceLinks: Optional[ReferenceLinkList]
+    Id: String | None
+    ClusterIdentifier: String | None
+    NamespaceArn: String | None
+    CreatedAt: TStamp | None
+    RecommendationType: String | None
+    Title: String | None
+    Description: String | None
+    Observation: String | None
+    ImpactRanking: ImpactRankingType | None
+    RecommendationText: String | None
+    RecommendedActions: RecommendedActionList | None
+    ReferenceLinks: ReferenceLinkList | None
 
 
-RecommendationList = List[Recommendation]
+RecommendationList = list[Recommendation]
 
 
 class ListRecommendationsResult(TypedDict, total=False):
-    Recommendations: Optional[RecommendationList]
-    Marker: Optional[String]
+    Recommendations: RecommendationList | None
+    Marker: String | None
 
 
 class LoggingStatus(TypedDict, total=False):
-    LoggingEnabled: Optional[Boolean]
-    BucketName: Optional[String]
-    S3KeyPrefix: Optional[S3KeyPrefixValue]
-    LastSuccessfulDeliveryTime: Optional[TStamp]
-    LastFailureTime: Optional[TStamp]
-    LastFailureMessage: Optional[String]
-    LogDestinationType: Optional[LogDestinationType]
-    LogExports: Optional[LogTypeList]
+    LoggingEnabled: Boolean | None
+    BucketName: String | None
+    S3KeyPrefix: S3KeyPrefixValue | None
+    LastSuccessfulDeliveryTime: TStamp | None
+    LastFailureTime: TStamp | None
+    LastFailureMessage: String | None
+    LogDestinationType: LogDestinationType | None
+    LogExports: LogTypeList | None
 
 
 class MaintenanceTrack(TypedDict, total=False):
-    MaintenanceTrackName: Optional[String]
-    DatabaseVersion: Optional[String]
-    UpdateTargets: Optional[EligibleTracksToUpdateList]
+    MaintenanceTrackName: String | None
+    DatabaseVersion: String | None
+    UpdateTargets: EligibleTracksToUpdateList | None
 
 
 class ModifyAquaInputMessage(ServiceRequest):
     ClusterIdentifier: String
-    AquaConfigurationStatus: Optional[AquaConfigurationStatus]
+    AquaConfigurationStatus: AquaConfigurationStatus | None
 
 
 class ModifyAquaOutputMessage(TypedDict, total=False):
-    AquaConfiguration: Optional[AquaConfiguration]
+    AquaConfiguration: AquaConfiguration | None
 
 
 class ModifyAuthenticationProfileMessage(ServiceRequest):
@@ -3074,8 +3074,8 @@ class ModifyAuthenticationProfileMessage(ServiceRequest):
 
 
 class ModifyAuthenticationProfileResult(TypedDict, total=False):
-    AuthenticationProfileName: Optional[AuthenticationProfileNameString]
-    AuthenticationProfileContent: Optional[String]
+    AuthenticationProfileName: AuthenticationProfileNameString | None
+    AuthenticationProfileContent: String | None
 
 
 class ModifyClusterDbRevisionMessage(ServiceRequest):
@@ -3084,63 +3084,63 @@ class ModifyClusterDbRevisionMessage(ServiceRequest):
 
 
 class ModifyClusterDbRevisionResult(TypedDict, total=False):
-    Cluster: Optional[Cluster]
+    Cluster: Cluster | None
 
 
 class ModifyClusterIamRolesMessage(ServiceRequest):
     ClusterIdentifier: String
-    AddIamRoles: Optional[IamRoleArnList]
-    RemoveIamRoles: Optional[IamRoleArnList]
-    DefaultIamRoleArn: Optional[String]
+    AddIamRoles: IamRoleArnList | None
+    RemoveIamRoles: IamRoleArnList | None
+    DefaultIamRoleArn: String | None
 
 
 class ModifyClusterIamRolesResult(TypedDict, total=False):
-    Cluster: Optional[Cluster]
+    Cluster: Cluster | None
 
 
 class ModifyClusterMaintenanceMessage(ServiceRequest):
     ClusterIdentifier: String
-    DeferMaintenance: Optional[BooleanOptional]
-    DeferMaintenanceIdentifier: Optional[String]
-    DeferMaintenanceStartTime: Optional[TStamp]
-    DeferMaintenanceEndTime: Optional[TStamp]
-    DeferMaintenanceDuration: Optional[IntegerOptional]
+    DeferMaintenance: BooleanOptional | None
+    DeferMaintenanceIdentifier: String | None
+    DeferMaintenanceStartTime: TStamp | None
+    DeferMaintenanceEndTime: TStamp | None
+    DeferMaintenanceDuration: IntegerOptional | None
 
 
 class ModifyClusterMaintenanceResult(TypedDict, total=False):
-    Cluster: Optional[Cluster]
+    Cluster: Cluster | None
 
 
 class ModifyClusterMessage(ServiceRequest):
     ClusterIdentifier: String
-    ClusterType: Optional[String]
-    NodeType: Optional[String]
-    NumberOfNodes: Optional[IntegerOptional]
-    ClusterSecurityGroups: Optional[ClusterSecurityGroupNameList]
-    VpcSecurityGroupIds: Optional[VpcSecurityGroupIdList]
-    MasterUserPassword: Optional[SensitiveString]
-    ClusterParameterGroupName: Optional[String]
-    AutomatedSnapshotRetentionPeriod: Optional[IntegerOptional]
-    ManualSnapshotRetentionPeriod: Optional[IntegerOptional]
-    PreferredMaintenanceWindow: Optional[String]
-    ClusterVersion: Optional[String]
-    AllowVersionUpgrade: Optional[BooleanOptional]
-    HsmClientCertificateIdentifier: Optional[String]
-    HsmConfigurationIdentifier: Optional[String]
-    NewClusterIdentifier: Optional[String]
-    PubliclyAccessible: Optional[BooleanOptional]
-    ElasticIp: Optional[String]
-    EnhancedVpcRouting: Optional[BooleanOptional]
-    MaintenanceTrackName: Optional[String]
-    Encrypted: Optional[BooleanOptional]
-    KmsKeyId: Optional[String]
-    AvailabilityZoneRelocation: Optional[BooleanOptional]
-    AvailabilityZone: Optional[String]
-    Port: Optional[IntegerOptional]
-    ManageMasterPassword: Optional[BooleanOptional]
-    MasterPasswordSecretKmsKeyId: Optional[String]
-    IpAddressType: Optional[String]
-    MultiAZ: Optional[BooleanOptional]
+    ClusterType: String | None
+    NodeType: String | None
+    NumberOfNodes: IntegerOptional | None
+    ClusterSecurityGroups: ClusterSecurityGroupNameList | None
+    VpcSecurityGroupIds: VpcSecurityGroupIdList | None
+    MasterUserPassword: SensitiveString | None
+    ClusterParameterGroupName: String | None
+    AutomatedSnapshotRetentionPeriod: IntegerOptional | None
+    ManualSnapshotRetentionPeriod: IntegerOptional | None
+    PreferredMaintenanceWindow: String | None
+    ClusterVersion: String | None
+    AllowVersionUpgrade: BooleanOptional | None
+    HsmClientCertificateIdentifier: String | None
+    HsmConfigurationIdentifier: String | None
+    NewClusterIdentifier: String | None
+    PubliclyAccessible: BooleanOptional | None
+    ElasticIp: String | None
+    EnhancedVpcRouting: BooleanOptional | None
+    MaintenanceTrackName: String | None
+    Encrypted: BooleanOptional | None
+    KmsKeyId: String | None
+    AvailabilityZoneRelocation: BooleanOptional | None
+    AvailabilityZone: String | None
+    Port: IntegerOptional | None
+    ManageMasterPassword: BooleanOptional | None
+    MasterPasswordSecretKmsKeyId: String | None
+    IpAddressType: String | None
+    MultiAZ: BooleanOptional | None
 
 
 class ModifyClusterParameterGroupMessage(ServiceRequest):
@@ -3149,33 +3149,33 @@ class ModifyClusterParameterGroupMessage(ServiceRequest):
 
 
 class ModifyClusterResult(TypedDict, total=False):
-    Cluster: Optional[Cluster]
+    Cluster: Cluster | None
 
 
 class ModifyClusterSnapshotMessage(ServiceRequest):
     SnapshotIdentifier: String
-    ManualSnapshotRetentionPeriod: Optional[IntegerOptional]
-    Force: Optional[Boolean]
+    ManualSnapshotRetentionPeriod: IntegerOptional | None
+    Force: Boolean | None
 
 
 class ModifyClusterSnapshotResult(TypedDict, total=False):
-    Snapshot: Optional[Snapshot]
+    Snapshot: Snapshot | None
 
 
 class ModifyClusterSnapshotScheduleMessage(ServiceRequest):
     ClusterIdentifier: String
-    ScheduleIdentifier: Optional[String]
-    DisassociateSchedule: Optional[BooleanOptional]
+    ScheduleIdentifier: String | None
+    DisassociateSchedule: BooleanOptional | None
 
 
 class ModifyClusterSubnetGroupMessage(ServiceRequest):
     ClusterSubnetGroupName: String
-    Description: Optional[String]
+    Description: String | None
     SubnetIds: SubnetIdentifierList
 
 
 class ModifyClusterSubnetGroupResult(TypedDict, total=False):
-    ClusterSubnetGroup: Optional[ClusterSubnetGroup]
+    ClusterSubnetGroup: ClusterSubnetGroup | None
 
 
 class ModifyCustomDomainAssociationMessage(ServiceRequest):
@@ -3185,69 +3185,69 @@ class ModifyCustomDomainAssociationMessage(ServiceRequest):
 
 
 class ModifyCustomDomainAssociationResult(TypedDict, total=False):
-    CustomDomainName: Optional[CustomDomainNameString]
-    CustomDomainCertificateArn: Optional[CustomDomainCertificateArnString]
-    ClusterIdentifier: Optional[String]
-    CustomDomainCertExpiryTime: Optional[String]
+    CustomDomainName: CustomDomainNameString | None
+    CustomDomainCertificateArn: CustomDomainCertificateArnString | None
+    ClusterIdentifier: String | None
+    CustomDomainCertExpiryTime: String | None
 
 
 class ModifyEndpointAccessMessage(ServiceRequest):
     EndpointName: String
-    VpcSecurityGroupIds: Optional[VpcSecurityGroupIdList]
+    VpcSecurityGroupIds: VpcSecurityGroupIdList | None
 
 
 class ModifyEventSubscriptionMessage(ServiceRequest):
     SubscriptionName: String
-    SnsTopicArn: Optional[String]
-    SourceType: Optional[String]
-    SourceIds: Optional[SourceIdsList]
-    EventCategories: Optional[EventCategoriesList]
-    Severity: Optional[String]
-    Enabled: Optional[BooleanOptional]
+    SnsTopicArn: String | None
+    SourceType: String | None
+    SourceIds: SourceIdsList | None
+    EventCategories: EventCategoriesList | None
+    Severity: String | None
+    Enabled: BooleanOptional | None
 
 
 class ModifyEventSubscriptionResult(TypedDict, total=False):
-    EventSubscription: Optional[EventSubscription]
+    EventSubscription: EventSubscription | None
 
 
 class ModifyIntegrationMessage(ServiceRequest):
     IntegrationArn: IntegrationArn
-    Description: Optional[IntegrationDescription]
-    IntegrationName: Optional[IntegrationName]
+    Description: IntegrationDescription | None
+    IntegrationName: IntegrationName | None
 
 
 class ModifyRedshiftIdcApplicationMessage(ServiceRequest):
     RedshiftIdcApplicationArn: String
-    IdentityNamespace: Optional[IdentityNamespaceString]
-    IamRoleArn: Optional[String]
-    IdcDisplayName: Optional[IdcDisplayNameString]
-    AuthorizedTokenIssuerList: Optional[AuthorizedTokenIssuerList]
-    ServiceIntegrations: Optional[ServiceIntegrationList]
+    IdentityNamespace: IdentityNamespaceString | None
+    IamRoleArn: String | None
+    IdcDisplayName: IdcDisplayNameString | None
+    AuthorizedTokenIssuerList: AuthorizedTokenIssuerList | None
+    ServiceIntegrations: ServiceIntegrationList | None
 
 
 class ModifyRedshiftIdcApplicationResult(TypedDict, total=False):
-    RedshiftIdcApplication: Optional[RedshiftIdcApplication]
+    RedshiftIdcApplication: RedshiftIdcApplication | None
 
 
 class ModifyScheduledActionMessage(ServiceRequest):
     ScheduledActionName: String
-    TargetAction: Optional[ScheduledActionType]
-    Schedule: Optional[String]
-    IamRole: Optional[String]
-    ScheduledActionDescription: Optional[String]
-    StartTime: Optional[TStamp]
-    EndTime: Optional[TStamp]
-    Enable: Optional[BooleanOptional]
+    TargetAction: ScheduledActionType | None
+    Schedule: String | None
+    IamRole: String | None
+    ScheduledActionDescription: String | None
+    StartTime: TStamp | None
+    EndTime: TStamp | None
+    Enable: BooleanOptional | None
 
 
 class ModifySnapshotCopyRetentionPeriodMessage(ServiceRequest):
     ClusterIdentifier: String
     RetentionPeriod: Integer
-    Manual: Optional[Boolean]
+    Manual: Boolean | None
 
 
 class ModifySnapshotCopyRetentionPeriodResult(TypedDict, total=False):
-    Cluster: Optional[Cluster]
+    Cluster: Cluster | None
 
 
 class ModifySnapshotScheduleMessage(ServiceRequest):
@@ -3257,38 +3257,38 @@ class ModifySnapshotScheduleMessage(ServiceRequest):
 
 class ModifyUsageLimitMessage(ServiceRequest):
     UsageLimitId: String
-    Amount: Optional[LongOptional]
-    BreachAction: Optional[UsageLimitBreachAction]
+    Amount: LongOptional | None
+    BreachAction: UsageLimitBreachAction | None
 
 
 class NodeConfigurationOption(TypedDict, total=False):
-    NodeType: Optional[String]
-    NumberOfNodes: Optional[Integer]
-    EstimatedDiskUtilizationPercent: Optional[DoubleOptional]
-    Mode: Optional[Mode]
+    NodeType: String | None
+    NumberOfNodes: Integer | None
+    EstimatedDiskUtilizationPercent: DoubleOptional | None
+    Mode: Mode | None
 
 
-NodeConfigurationOptionList = List[NodeConfigurationOption]
+NodeConfigurationOptionList = list[NodeConfigurationOption]
 
 
 class NodeConfigurationOptionsMessage(TypedDict, total=False):
-    NodeConfigurationOptionList: Optional[NodeConfigurationOptionList]
-    Marker: Optional[String]
+    NodeConfigurationOptionList: NodeConfigurationOptionList | None
+    Marker: String | None
 
 
 class OrderableClusterOption(TypedDict, total=False):
-    ClusterVersion: Optional[String]
-    ClusterType: Optional[String]
-    NodeType: Optional[String]
-    AvailabilityZones: Optional[AvailabilityZoneList]
+    ClusterVersion: String | None
+    ClusterType: String | None
+    NodeType: String | None
+    AvailabilityZones: AvailabilityZoneList | None
 
 
-OrderableClusterOptionsList = List[OrderableClusterOption]
+OrderableClusterOptionsList = list[OrderableClusterOption]
 
 
 class OrderableClusterOptionsMessage(TypedDict, total=False):
-    OrderableClusterOptions: Optional[OrderableClusterOptionsList]
-    Marker: Optional[String]
+    OrderableClusterOptions: OrderableClusterOptionsList | None
+    Marker: String | None
 
 
 class PartnerIntegrationInputMessage(ServiceRequest):
@@ -3299,21 +3299,21 @@ class PartnerIntegrationInputMessage(ServiceRequest):
 
 
 class PartnerIntegrationOutputMessage(TypedDict, total=False):
-    DatabaseName: Optional[PartnerIntegrationDatabaseName]
-    PartnerName: Optional[PartnerIntegrationPartnerName]
+    DatabaseName: PartnerIntegrationDatabaseName | None
+    PartnerName: PartnerIntegrationPartnerName | None
 
 
 class PauseClusterResult(TypedDict, total=False):
-    Cluster: Optional[Cluster]
+    Cluster: Cluster | None
 
 
 class PurchaseReservedNodeOfferingMessage(ServiceRequest):
     ReservedNodeOfferingId: String
-    NodeCount: Optional[IntegerOptional]
+    NodeCount: IntegerOptional | None
 
 
 class PurchaseReservedNodeOfferingResult(TypedDict, total=False):
-    ReservedNode: Optional[ReservedNode]
+    ReservedNode: ReservedNode | None
 
 
 class PutResourcePolicyMessage(ServiceRequest):
@@ -3322,7 +3322,7 @@ class PutResourcePolicyMessage(ServiceRequest):
 
 
 class PutResourcePolicyResult(TypedDict, total=False):
-    ResourcePolicy: Optional[ResourcePolicy]
+    ResourcePolicy: ResourcePolicy | None
 
 
 class RebootClusterMessage(ServiceRequest):
@@ -3330,7 +3330,7 @@ class RebootClusterMessage(ServiceRequest):
 
 
 class RebootClusterResult(TypedDict, total=False):
-    Cluster: Optional[Cluster]
+    Cluster: Cluster | None
 
 
 class RegisterNamespaceInputMessage(ServiceRequest):
@@ -3339,163 +3339,163 @@ class RegisterNamespaceInputMessage(ServiceRequest):
 
 
 class RegisterNamespaceOutputMessage(TypedDict, total=False):
-    Status: Optional[NamespaceRegistrationStatus]
+    Status: NamespaceRegistrationStatus | None
 
 
 class RejectDataShareMessage(ServiceRequest):
     DataShareArn: String
 
 
-ReservedNodeList = List[ReservedNode]
+ReservedNodeList = list[ReservedNode]
 
 
 class ReservedNodeOfferingsMessage(TypedDict, total=False):
-    Marker: Optional[String]
-    ReservedNodeOfferings: Optional[ReservedNodeOfferingList]
+    Marker: String | None
+    ReservedNodeOfferings: ReservedNodeOfferingList | None
 
 
 class ReservedNodesMessage(TypedDict, total=False):
-    Marker: Optional[String]
-    ReservedNodes: Optional[ReservedNodeList]
+    Marker: String | None
+    ReservedNodes: ReservedNodeList | None
 
 
 class ResetClusterParameterGroupMessage(ServiceRequest):
     ParameterGroupName: String
-    ResetAllParameters: Optional[Boolean]
-    Parameters: Optional[ParametersList]
+    ResetAllParameters: Boolean | None
+    Parameters: ParametersList | None
 
 
 class ResizeClusterResult(TypedDict, total=False):
-    Cluster: Optional[Cluster]
+    Cluster: Cluster | None
 
 
 class ResizeProgressMessage(TypedDict, total=False):
-    TargetNodeType: Optional[String]
-    TargetNumberOfNodes: Optional[IntegerOptional]
-    TargetClusterType: Optional[String]
-    Status: Optional[String]
-    ImportTablesCompleted: Optional[ImportTablesCompleted]
-    ImportTablesInProgress: Optional[ImportTablesInProgress]
-    ImportTablesNotStarted: Optional[ImportTablesNotStarted]
-    AvgResizeRateInMegaBytesPerSecond: Optional[DoubleOptional]
-    TotalResizeDataInMegaBytes: Optional[LongOptional]
-    ProgressInMegaBytes: Optional[LongOptional]
-    ElapsedTimeInSeconds: Optional[LongOptional]
-    EstimatedTimeToCompletionInSeconds: Optional[LongOptional]
-    ResizeType: Optional[String]
-    Message: Optional[String]
-    TargetEncryptionType: Optional[String]
-    DataTransferProgressPercent: Optional[DoubleOptional]
+    TargetNodeType: String | None
+    TargetNumberOfNodes: IntegerOptional | None
+    TargetClusterType: String | None
+    Status: String | None
+    ImportTablesCompleted: ImportTablesCompleted | None
+    ImportTablesInProgress: ImportTablesInProgress | None
+    ImportTablesNotStarted: ImportTablesNotStarted | None
+    AvgResizeRateInMegaBytesPerSecond: DoubleOptional | None
+    TotalResizeDataInMegaBytes: LongOptional | None
+    ProgressInMegaBytes: LongOptional | None
+    ElapsedTimeInSeconds: LongOptional | None
+    EstimatedTimeToCompletionInSeconds: LongOptional | None
+    ResizeType: String | None
+    Message: String | None
+    TargetEncryptionType: String | None
+    DataTransferProgressPercent: DoubleOptional | None
 
 
 class RestoreFromClusterSnapshotMessage(ServiceRequest):
     ClusterIdentifier: String
-    SnapshotIdentifier: Optional[String]
-    SnapshotArn: Optional[String]
-    SnapshotClusterIdentifier: Optional[String]
-    Port: Optional[IntegerOptional]
-    AvailabilityZone: Optional[String]
-    AllowVersionUpgrade: Optional[BooleanOptional]
-    ClusterSubnetGroupName: Optional[String]
-    PubliclyAccessible: Optional[BooleanOptional]
-    OwnerAccount: Optional[String]
-    HsmClientCertificateIdentifier: Optional[String]
-    HsmConfigurationIdentifier: Optional[String]
-    ElasticIp: Optional[String]
-    ClusterParameterGroupName: Optional[String]
-    ClusterSecurityGroups: Optional[ClusterSecurityGroupNameList]
-    VpcSecurityGroupIds: Optional[VpcSecurityGroupIdList]
-    PreferredMaintenanceWindow: Optional[String]
-    AutomatedSnapshotRetentionPeriod: Optional[IntegerOptional]
-    ManualSnapshotRetentionPeriod: Optional[IntegerOptional]
-    KmsKeyId: Optional[String]
-    NodeType: Optional[String]
-    EnhancedVpcRouting: Optional[BooleanOptional]
-    AdditionalInfo: Optional[String]
-    IamRoles: Optional[IamRoleArnList]
-    MaintenanceTrackName: Optional[String]
-    SnapshotScheduleIdentifier: Optional[String]
-    NumberOfNodes: Optional[IntegerOptional]
-    AvailabilityZoneRelocation: Optional[BooleanOptional]
-    AquaConfigurationStatus: Optional[AquaConfigurationStatus]
-    DefaultIamRoleArn: Optional[String]
-    ReservedNodeId: Optional[String]
-    TargetReservedNodeOfferingId: Optional[String]
-    Encrypted: Optional[BooleanOptional]
-    ManageMasterPassword: Optional[BooleanOptional]
-    MasterPasswordSecretKmsKeyId: Optional[String]
-    IpAddressType: Optional[String]
-    MultiAZ: Optional[BooleanOptional]
+    SnapshotIdentifier: String | None
+    SnapshotArn: String | None
+    SnapshotClusterIdentifier: String | None
+    Port: IntegerOptional | None
+    AvailabilityZone: String | None
+    AllowVersionUpgrade: BooleanOptional | None
+    ClusterSubnetGroupName: String | None
+    PubliclyAccessible: BooleanOptional | None
+    OwnerAccount: String | None
+    HsmClientCertificateIdentifier: String | None
+    HsmConfigurationIdentifier: String | None
+    ElasticIp: String | None
+    ClusterParameterGroupName: String | None
+    ClusterSecurityGroups: ClusterSecurityGroupNameList | None
+    VpcSecurityGroupIds: VpcSecurityGroupIdList | None
+    PreferredMaintenanceWindow: String | None
+    AutomatedSnapshotRetentionPeriod: IntegerOptional | None
+    ManualSnapshotRetentionPeriod: IntegerOptional | None
+    KmsKeyId: String | None
+    NodeType: String | None
+    EnhancedVpcRouting: BooleanOptional | None
+    AdditionalInfo: String | None
+    IamRoles: IamRoleArnList | None
+    MaintenanceTrackName: String | None
+    SnapshotScheduleIdentifier: String | None
+    NumberOfNodes: IntegerOptional | None
+    AvailabilityZoneRelocation: BooleanOptional | None
+    AquaConfigurationStatus: AquaConfigurationStatus | None
+    DefaultIamRoleArn: String | None
+    ReservedNodeId: String | None
+    TargetReservedNodeOfferingId: String | None
+    Encrypted: BooleanOptional | None
+    ManageMasterPassword: BooleanOptional | None
+    MasterPasswordSecretKmsKeyId: String | None
+    IpAddressType: String | None
+    MultiAZ: BooleanOptional | None
 
 
 class RestoreFromClusterSnapshotResult(TypedDict, total=False):
-    Cluster: Optional[Cluster]
+    Cluster: Cluster | None
 
 
 class RestoreTableFromClusterSnapshotMessage(ServiceRequest):
     ClusterIdentifier: String
     SnapshotIdentifier: String
     SourceDatabaseName: String
-    SourceSchemaName: Optional[String]
+    SourceSchemaName: String | None
     SourceTableName: String
-    TargetDatabaseName: Optional[String]
-    TargetSchemaName: Optional[String]
+    TargetDatabaseName: String | None
+    TargetSchemaName: String | None
     NewTableName: String
-    EnableCaseSensitiveIdentifier: Optional[BooleanOptional]
+    EnableCaseSensitiveIdentifier: BooleanOptional | None
 
 
 class TableRestoreStatus(TypedDict, total=False):
-    TableRestoreRequestId: Optional[String]
-    Status: Optional[TableRestoreStatusType]
-    Message: Optional[String]
-    RequestTime: Optional[TStamp]
-    ProgressInMegaBytes: Optional[LongOptional]
-    TotalDataInMegaBytes: Optional[LongOptional]
-    ClusterIdentifier: Optional[String]
-    SnapshotIdentifier: Optional[String]
-    SourceDatabaseName: Optional[String]
-    SourceSchemaName: Optional[String]
-    SourceTableName: Optional[String]
-    TargetDatabaseName: Optional[String]
-    TargetSchemaName: Optional[String]
-    NewTableName: Optional[String]
+    TableRestoreRequestId: String | None
+    Status: TableRestoreStatusType | None
+    Message: String | None
+    RequestTime: TStamp | None
+    ProgressInMegaBytes: LongOptional | None
+    TotalDataInMegaBytes: LongOptional | None
+    ClusterIdentifier: String | None
+    SnapshotIdentifier: String | None
+    SourceDatabaseName: String | None
+    SourceSchemaName: String | None
+    SourceTableName: String | None
+    TargetDatabaseName: String | None
+    TargetSchemaName: String | None
+    NewTableName: String | None
 
 
 class RestoreTableFromClusterSnapshotResult(TypedDict, total=False):
-    TableRestoreStatus: Optional[TableRestoreStatus]
+    TableRestoreStatus: TableRestoreStatus | None
 
 
 class ResumeClusterResult(TypedDict, total=False):
-    Cluster: Optional[Cluster]
+    Cluster: Cluster | None
 
 
 class RevokeClusterSecurityGroupIngressMessage(ServiceRequest):
     ClusterSecurityGroupName: String
-    CIDRIP: Optional[String]
-    EC2SecurityGroupName: Optional[String]
-    EC2SecurityGroupOwnerId: Optional[String]
+    CIDRIP: String | None
+    EC2SecurityGroupName: String | None
+    EC2SecurityGroupOwnerId: String | None
 
 
 class RevokeClusterSecurityGroupIngressResult(TypedDict, total=False):
-    ClusterSecurityGroup: Optional[ClusterSecurityGroup]
+    ClusterSecurityGroup: ClusterSecurityGroup | None
 
 
 class RevokeEndpointAccessMessage(ServiceRequest):
-    ClusterIdentifier: Optional[String]
-    Account: Optional[String]
-    VpcIds: Optional[VpcIdentifierList]
-    Force: Optional[Boolean]
+    ClusterIdentifier: String | None
+    Account: String | None
+    VpcIds: VpcIdentifierList | None
+    Force: Boolean | None
 
 
 class RevokeSnapshotAccessMessage(ServiceRequest):
-    SnapshotIdentifier: Optional[String]
-    SnapshotArn: Optional[String]
-    SnapshotClusterIdentifier: Optional[String]
+    SnapshotIdentifier: String | None
+    SnapshotArn: String | None
+    SnapshotClusterIdentifier: String | None
     AccountWithRestoreAccess: String
 
 
 class RevokeSnapshotAccessResult(TypedDict, total=False):
-    Snapshot: Optional[Snapshot]
+    Snapshot: Snapshot | None
 
 
 class RotateEncryptionKeyMessage(ServiceRequest):
@@ -3503,76 +3503,76 @@ class RotateEncryptionKeyMessage(ServiceRequest):
 
 
 class RotateEncryptionKeyResult(TypedDict, total=False):
-    Cluster: Optional[Cluster]
+    Cluster: Cluster | None
 
 
-ScheduledActionTimeList = List[TStamp]
+ScheduledActionTimeList = list[TStamp]
 
 
 class ScheduledAction(TypedDict, total=False):
-    ScheduledActionName: Optional[String]
-    TargetAction: Optional[ScheduledActionType]
-    Schedule: Optional[String]
-    IamRole: Optional[String]
-    ScheduledActionDescription: Optional[String]
-    State: Optional[ScheduledActionState]
-    NextInvocations: Optional[ScheduledActionTimeList]
-    StartTime: Optional[TStamp]
-    EndTime: Optional[TStamp]
+    ScheduledActionName: String | None
+    TargetAction: ScheduledActionType | None
+    Schedule: String | None
+    IamRole: String | None
+    ScheduledActionDescription: String | None
+    State: ScheduledActionState | None
+    NextInvocations: ScheduledActionTimeList | None
+    StartTime: TStamp | None
+    EndTime: TStamp | None
 
 
-ScheduledActionList = List[ScheduledAction]
+ScheduledActionList = list[ScheduledAction]
 
 
 class ScheduledActionsMessage(TypedDict, total=False):
-    Marker: Optional[String]
-    ScheduledActions: Optional[ScheduledActionList]
+    Marker: String | None
+    ScheduledActions: ScheduledActionList | None
 
 
-SnapshotCopyGrantList = List[SnapshotCopyGrant]
+SnapshotCopyGrantList = list[SnapshotCopyGrant]
 
 
 class SnapshotCopyGrantMessage(TypedDict, total=False):
-    Marker: Optional[String]
-    SnapshotCopyGrants: Optional[SnapshotCopyGrantList]
+    Marker: String | None
+    SnapshotCopyGrants: SnapshotCopyGrantList | None
 
 
-SnapshotList = List[Snapshot]
+SnapshotList = list[Snapshot]
 
 
 class SnapshotMessage(TypedDict, total=False):
-    Marker: Optional[String]
-    Snapshots: Optional[SnapshotList]
+    Marker: String | None
+    Snapshots: SnapshotList | None
 
 
-TableRestoreStatusList = List[TableRestoreStatus]
+TableRestoreStatusList = list[TableRestoreStatus]
 
 
 class TableRestoreStatusMessage(TypedDict, total=False):
-    TableRestoreStatusDetails: Optional[TableRestoreStatusList]
-    Marker: Optional[String]
+    TableRestoreStatusDetails: TableRestoreStatusList | None
+    Marker: String | None
 
 
 class TaggedResource(TypedDict, total=False):
-    Tag: Optional[Tag]
-    ResourceName: Optional[String]
-    ResourceType: Optional[String]
+    Tag: Tag | None
+    ResourceName: String | None
+    ResourceType: String | None
 
 
-TaggedResourceList = List[TaggedResource]
+TaggedResourceList = list[TaggedResource]
 
 
 class TaggedResourceListMessage(TypedDict, total=False):
-    TaggedResources: Optional[TaggedResourceList]
-    Marker: Optional[String]
+    TaggedResources: TaggedResourceList | None
+    Marker: String | None
 
 
-TrackList = List[MaintenanceTrack]
+TrackList = list[MaintenanceTrack]
 
 
 class TrackListMessage(TypedDict, total=False):
-    MaintenanceTracks: Optional[TrackList]
-    Marker: Optional[String]
+    MaintenanceTracks: TrackList | None
+    Marker: String | None
 
 
 class UpdatePartnerStatusInputMessage(ServiceRequest):
@@ -3581,31 +3581,31 @@ class UpdatePartnerStatusInputMessage(ServiceRequest):
     DatabaseName: PartnerIntegrationDatabaseName
     PartnerName: PartnerIntegrationPartnerName
     Status: PartnerIntegrationStatus
-    StatusMessage: Optional[PartnerIntegrationStatusMessage]
+    StatusMessage: PartnerIntegrationStatusMessage | None
 
 
 class UsageLimit(TypedDict, total=False):
-    UsageLimitId: Optional[String]
-    ClusterIdentifier: Optional[String]
-    FeatureType: Optional[UsageLimitFeatureType]
-    LimitType: Optional[UsageLimitLimitType]
-    Amount: Optional[Long]
-    Period: Optional[UsageLimitPeriod]
-    BreachAction: Optional[UsageLimitBreachAction]
-    Tags: Optional[TagList]
+    UsageLimitId: String | None
+    ClusterIdentifier: String | None
+    FeatureType: UsageLimitFeatureType | None
+    LimitType: UsageLimitLimitType | None
+    Amount: Long | None
+    Period: UsageLimitPeriod | None
+    BreachAction: UsageLimitBreachAction | None
+    Tags: TagList | None
 
 
-UsageLimits = List[UsageLimit]
+UsageLimits = list[UsageLimit]
 
 
 class UsageLimitList(TypedDict, total=False):
-    UsageLimits: Optional[UsageLimits]
-    Marker: Optional[String]
+    UsageLimits: UsageLimits | None
+    Marker: String | None
 
 
 class RedshiftApi:
-    service = "redshift"
-    version = "2012-12-01"
+    service: str = "redshift"
+    version: str = "2012-12-01"
 
     @handler("AcceptReservedNodeExchange")
     def accept_reserved_node_exchange(
diff --git a/localstack-core/localstack/aws/api/resource_groups/__init__.py b/localstack-core/localstack/aws/api/resource_groups/__init__.py
index b7511726ef579..efcc162678feb 100644
--- a/localstack-core/localstack/aws/api/resource_groups/__init__.py
+++ b/localstack-core/localstack/aws/api/resource_groups/__init__.py
@@ -1,6 +1,6 @@
 from datetime import datetime
 from enum import StrEnum
-from typing import Dict, List, Optional, TypedDict
+from typing import TypedDict
 
 from localstack.aws.api import RequestContext, ServiceException, ServiceRequest, handler
 
@@ -149,36 +149,36 @@ class UnauthorizedException(ServiceException):
 
 
 class AccountSettings(TypedDict, total=False):
-    GroupLifecycleEventsDesiredStatus: Optional[GroupLifecycleEventsDesiredStatus]
-    GroupLifecycleEventsStatus: Optional[GroupLifecycleEventsStatus]
-    GroupLifecycleEventsStatusMessage: Optional[GroupLifecycleEventsStatusMessage]
+    GroupLifecycleEventsDesiredStatus: GroupLifecycleEventsDesiredStatus | None
+    GroupLifecycleEventsStatus: GroupLifecycleEventsStatus | None
+    GroupLifecycleEventsStatusMessage: GroupLifecycleEventsStatusMessage | None
 
 
-ApplicationTag = Dict[ApplicationTagKey, ApplicationArn]
+ApplicationTag = dict[ApplicationTagKey, ApplicationArn]
 
 
 class CancelTagSyncTaskInput(ServiceRequest):
     TaskArn: TagSyncTaskArn
 
 
-GroupConfigurationParameterValueList = List[GroupConfigurationParameterValue]
+GroupConfigurationParameterValueList = list[GroupConfigurationParameterValue]
 
 
 class GroupConfigurationParameter(TypedDict, total=False):
     Name: GroupConfigurationParameterName
-    Values: Optional[GroupConfigurationParameterValueList]
+    Values: GroupConfigurationParameterValueList | None
 
 
-GroupParameterList = List[GroupConfigurationParameter]
+GroupParameterList = list[GroupConfigurationParameter]
 
 
 class GroupConfigurationItem(TypedDict, total=False):
     Type: GroupConfigurationType
-    Parameters: Optional[GroupParameterList]
+    Parameters: GroupParameterList | None
 
 
-GroupConfigurationList = List[GroupConfigurationItem]
-Tags = Dict[TagKey, TagValue]
+GroupConfigurationList = list[GroupConfigurationItem]
+Tags = dict[TagKey, TagValue]
 
 
 class ResourceQuery(TypedDict, total=False):
@@ -188,81 +188,81 @@ class ResourceQuery(TypedDict, total=False):
 
 class CreateGroupInput(ServiceRequest):
     Name: CreateGroupName
-    Description: Optional[Description]
-    ResourceQuery: Optional[ResourceQuery]
-    Tags: Optional[Tags]
-    Configuration: Optional[GroupConfigurationList]
-    Criticality: Optional[Criticality]
-    Owner: Optional[Owner]
-    DisplayName: Optional[DisplayName]
+    Description: Description | None
+    ResourceQuery: ResourceQuery | None
+    Tags: Tags | None
+    Configuration: GroupConfigurationList | None
+    Criticality: Criticality | None
+    Owner: Owner | None
+    DisplayName: DisplayName | None
 
 
 class GroupConfiguration(TypedDict, total=False):
-    Configuration: Optional[GroupConfigurationList]
-    ProposedConfiguration: Optional[GroupConfigurationList]
-    Status: Optional[GroupConfigurationStatus]
-    FailureReason: Optional[GroupConfigurationFailureReason]
+    Configuration: GroupConfigurationList | None
+    ProposedConfiguration: GroupConfigurationList | None
+    Status: GroupConfigurationStatus | None
+    FailureReason: GroupConfigurationFailureReason | None
 
 
 class Group(TypedDict, total=False):
     GroupArn: GroupArnV2
     Name: GroupName
-    Description: Optional[Description]
-    Criticality: Optional[Criticality]
-    Owner: Optional[Owner]
-    DisplayName: Optional[DisplayName]
-    ApplicationTag: Optional[ApplicationTag]
+    Description: Description | None
+    Criticality: Criticality | None
+    Owner: Owner | None
+    DisplayName: DisplayName | None
+    ApplicationTag: ApplicationTag | None
 
 
 class CreateGroupOutput(TypedDict, total=False):
-    Group: Optional[Group]
-    ResourceQuery: Optional[ResourceQuery]
-    Tags: Optional[Tags]
-    GroupConfiguration: Optional[GroupConfiguration]
+    Group: Group | None
+    ResourceQuery: ResourceQuery | None
+    Tags: Tags | None
+    GroupConfiguration: GroupConfiguration | None
 
 
 class DeleteGroupInput(ServiceRequest):
-    GroupName: Optional[GroupName]
-    Group: Optional[GroupStringV2]
+    GroupName: GroupName | None
+    Group: GroupStringV2 | None
 
 
 class DeleteGroupOutput(TypedDict, total=False):
-    Group: Optional[Group]
+    Group: Group | None
 
 
 class FailedResource(TypedDict, total=False):
-    ResourceArn: Optional[ResourceArn]
-    ErrorMessage: Optional[ErrorMessage]
-    ErrorCode: Optional[ErrorCode]
+    ResourceArn: ResourceArn | None
+    ErrorMessage: ErrorMessage | None
+    ErrorCode: ErrorCode | None
 
 
-FailedResourceList = List[FailedResource]
+FailedResourceList = list[FailedResource]
 
 
 class GetAccountSettingsOutput(TypedDict, total=False):
-    AccountSettings: Optional[AccountSettings]
+    AccountSettings: AccountSettings | None
 
 
 class GetGroupConfigurationInput(ServiceRequest):
-    Group: Optional[GroupString]
+    Group: GroupString | None
 
 
 class GetGroupConfigurationOutput(TypedDict, total=False):
-    GroupConfiguration: Optional[GroupConfiguration]
+    GroupConfiguration: GroupConfiguration | None
 
 
 class GetGroupInput(ServiceRequest):
-    GroupName: Optional[GroupName]
-    Group: Optional[GroupStringV2]
+    GroupName: GroupName | None
+    Group: GroupStringV2 | None
 
 
 class GetGroupOutput(TypedDict, total=False):
-    Group: Optional[Group]
+    Group: Group | None
 
 
 class GetGroupQueryInput(ServiceRequest):
-    GroupName: Optional[GroupName]
-    Group: Optional[GroupString]
+    GroupName: GroupName | None
+    Group: GroupString | None
 
 
 class GroupQuery(TypedDict, total=False):
@@ -271,7 +271,7 @@ class GroupQuery(TypedDict, total=False):
 
 
 class GetGroupQueryOutput(TypedDict, total=False):
-    GroupQuery: Optional[GroupQuery]
+    GroupQuery: GroupQuery | None
 
 
 class GetTagSyncTaskInput(ServiceRequest):
@@ -282,16 +282,16 @@ class GetTagSyncTaskInput(ServiceRequest):
 
 
 class GetTagSyncTaskOutput(TypedDict, total=False):
-    GroupArn: Optional[GroupArnV2]
-    GroupName: Optional[GroupName]
-    TaskArn: Optional[TagSyncTaskArn]
-    TagKey: Optional[TagKey]
-    TagValue: Optional[TagValue]
-    ResourceQuery: Optional[ResourceQuery]
-    RoleArn: Optional[RoleArn]
-    Status: Optional[TagSyncTaskStatus]
-    ErrorMessage: Optional[ErrorMessage]
-    CreatedAt: Optional[timestamp]
+    GroupArn: GroupArnV2 | None
+    GroupName: GroupName | None
+    TaskArn: TagSyncTaskArn | None
+    TagKey: TagKey | None
+    TagValue: TagValue | None
+    ResourceQuery: ResourceQuery | None
+    RoleArn: RoleArn | None
+    Status: TagSyncTaskStatus | None
+    ErrorMessage: ErrorMessage | None
+    CreatedAt: timestamp | None
 
 
 class GetTagsInput(ServiceRequest):
@@ -299,11 +299,11 @@ class GetTagsInput(ServiceRequest):
 
 
 class GetTagsOutput(TypedDict, total=False):
-    Arn: Optional[GroupArnV2]
-    Tags: Optional[Tags]
+    Arn: GroupArnV2 | None
+    Tags: Tags | None
 
 
-GroupFilterValues = List[GroupFilterValue]
+GroupFilterValues = list[GroupFilterValue]
 
 
 class GroupFilter(TypedDict, total=False):
@@ -311,21 +311,21 @@ class GroupFilter(TypedDict, total=False):
     Values: GroupFilterValues
 
 
-GroupFilterList = List[GroupFilter]
+GroupFilterList = list[GroupFilter]
 
 
 class GroupIdentifier(TypedDict, total=False):
-    GroupName: Optional[GroupName]
-    GroupArn: Optional[GroupArn]
-    Description: Optional[Description]
-    Criticality: Optional[Criticality]
-    Owner: Optional[Owner]
-    DisplayName: Optional[DisplayName]
+    GroupName: GroupName | None
+    GroupArn: GroupArn | None
+    Description: Description | None
+    Criticality: Criticality | None
+    Owner: Owner | None
+    DisplayName: DisplayName | None
 
 
-GroupIdentifierList = List[GroupIdentifier]
-GroupList = List[Group]
-ResourceArnList = List[ResourceArn]
+GroupIdentifierList = list[GroupIdentifier]
+GroupList = list[Group]
+ResourceArnList = list[ResourceArn]
 
 
 class GroupResourcesInput(ServiceRequest):
@@ -334,29 +334,29 @@ class GroupResourcesInput(ServiceRequest):
 
 
 class PendingResource(TypedDict, total=False):
-    ResourceArn: Optional[ResourceArn]
+    ResourceArn: ResourceArn | None
 
 
-PendingResourceList = List[PendingResource]
+PendingResourceList = list[PendingResource]
 
 
 class GroupResourcesOutput(TypedDict, total=False):
-    Succeeded: Optional[ResourceArnList]
-    Failed: Optional[FailedResourceList]
-    Pending: Optional[PendingResourceList]
+    Succeeded: ResourceArnList | None
+    Failed: FailedResourceList | None
+    Pending: PendingResourceList | None
 
 
 class GroupingStatusesItem(TypedDict, total=False):
-    ResourceArn: Optional[ResourceArn]
-    Action: Optional[GroupingType]
-    Status: Optional[GroupingStatus]
-    ErrorMessage: Optional[ErrorMessage]
-    ErrorCode: Optional[ErrorCode]
-    UpdatedAt: Optional[timestamp]
+    ResourceArn: ResourceArn | None
+    Action: GroupingType | None
+    Status: GroupingStatus | None
+    ErrorMessage: ErrorMessage | None
+    ErrorCode: ErrorCode | None
+    UpdatedAt: timestamp | None
 
 
-GroupingStatusesList = List[GroupingStatusesItem]
-ResourceFilterValues = List[ResourceFilterValue]
+GroupingStatusesList = list[GroupingStatusesItem]
+ResourceFilterValues = list[ResourceFilterValue]
 
 
 class ResourceFilter(TypedDict, total=False):
@@ -364,51 +364,51 @@ class ResourceFilter(TypedDict, total=False):
     Values: ResourceFilterValues
 
 
-ResourceFilterList = List[ResourceFilter]
+ResourceFilterList = list[ResourceFilter]
 
 
 class ListGroupResourcesInput(ServiceRequest):
-    GroupName: Optional[GroupName]
-    Group: Optional[GroupStringV2]
-    Filters: Optional[ResourceFilterList]
-    MaxResults: Optional[MaxResults]
-    NextToken: Optional[NextToken]
+    GroupName: GroupName | None
+    Group: GroupStringV2 | None
+    Filters: ResourceFilterList | None
+    MaxResults: MaxResults | None
+    NextToken: NextToken | None
 
 
 class ResourceStatus(TypedDict, total=False):
-    Name: Optional[ResourceStatusValue]
+    Name: ResourceStatusValue | None
 
 
 class ResourceIdentifier(TypedDict, total=False):
-    ResourceArn: Optional[ResourceArn]
-    ResourceType: Optional[ResourceType]
+    ResourceArn: ResourceArn | None
+    ResourceType: ResourceType | None
 
 
 class ListGroupResourcesItem(TypedDict, total=False):
-    Identifier: Optional[ResourceIdentifier]
-    Status: Optional[ResourceStatus]
+    Identifier: ResourceIdentifier | None
+    Status: ResourceStatus | None
 
 
-ListGroupResourcesItemList = List[ListGroupResourcesItem]
+ListGroupResourcesItemList = list[ListGroupResourcesItem]
 
 
 class QueryError(TypedDict, total=False):
-    ErrorCode: Optional[QueryErrorCode]
-    Message: Optional[QueryErrorMessage]
+    ErrorCode: QueryErrorCode | None
+    Message: QueryErrorMessage | None
 
 
-QueryErrorList = List[QueryError]
-ResourceIdentifierList = List[ResourceIdentifier]
+QueryErrorList = list[QueryError]
+ResourceIdentifierList = list[ResourceIdentifier]
 
 
 class ListGroupResourcesOutput(TypedDict, total=False):
-    Resources: Optional[ListGroupResourcesItemList]
-    ResourceIdentifiers: Optional[ResourceIdentifierList]
-    NextToken: Optional[NextToken]
-    QueryErrors: Optional[QueryErrorList]
+    Resources: ListGroupResourcesItemList | None
+    ResourceIdentifiers: ResourceIdentifierList | None
+    NextToken: NextToken | None
+    QueryErrors: QueryErrorList | None
 
 
-ListGroupingStatusesFilterValues = List[ListGroupingStatusesFilterValue]
+ListGroupingStatusesFilterValues = list[ListGroupingStatusesFilterValue]
 
 
 class ListGroupingStatusesFilter(TypedDict, total=False):
@@ -416,72 +416,72 @@ class ListGroupingStatusesFilter(TypedDict, total=False):
     Values: ListGroupingStatusesFilterValues
 
 
-ListGroupingStatusesFilterList = List[ListGroupingStatusesFilter]
+ListGroupingStatusesFilterList = list[ListGroupingStatusesFilter]
 
 
 class ListGroupingStatusesInput(ServiceRequest):
     Group: GroupStringV2
-    MaxResults: Optional[MaxResults]
-    Filters: Optional[ListGroupingStatusesFilterList]
-    NextToken: Optional[NextToken]
+    MaxResults: MaxResults | None
+    Filters: ListGroupingStatusesFilterList | None
+    NextToken: NextToken | None
 
 
 class ListGroupingStatusesOutput(TypedDict, total=False):
-    Group: Optional[GroupStringV2]
-    GroupingStatuses: Optional[GroupingStatusesList]
-    NextToken: Optional[NextToken]
+    Group: GroupStringV2 | None
+    GroupingStatuses: GroupingStatusesList | None
+    NextToken: NextToken | None
 
 
 class ListGroupsInput(ServiceRequest):
-    Filters: Optional[GroupFilterList]
-    MaxResults: Optional[MaxResults]
-    NextToken: Optional[NextToken]
+    Filters: GroupFilterList | None
+    MaxResults: MaxResults | None
+    NextToken: NextToken | None
 
 
 class ListGroupsOutput(TypedDict, total=False):
-    GroupIdentifiers: Optional[GroupIdentifierList]
-    Groups: Optional[GroupList]
-    NextToken: Optional[NextToken]
+    GroupIdentifiers: GroupIdentifierList | None
+    Groups: GroupList | None
+    NextToken: NextToken | None
 
 
 class ListTagSyncTasksFilter(TypedDict, total=False):
-    GroupArn: Optional[GroupArnV2]
-    GroupName: Optional[GroupName]
+    GroupArn: GroupArnV2 | None
+    GroupName: GroupName | None
 
 
-ListTagSyncTasksFilterList = List[ListTagSyncTasksFilter]
+ListTagSyncTasksFilterList = list[ListTagSyncTasksFilter]
 
 
 class ListTagSyncTasksInput(ServiceRequest):
-    Filters: Optional[ListTagSyncTasksFilterList]
-    MaxResults: Optional[MaxResults]
-    NextToken: Optional[NextToken]
+    Filters: ListTagSyncTasksFilterList | None
+    MaxResults: MaxResults | None
+    NextToken: NextToken | None
 
 
 class TagSyncTaskItem(TypedDict, total=False):
-    GroupArn: Optional[GroupArnV2]
-    GroupName: Optional[GroupName]
-    TaskArn: Optional[TagSyncTaskArn]
-    TagKey: Optional[TagKey]
-    TagValue: Optional[TagValue]
-    ResourceQuery: Optional[ResourceQuery]
-    RoleArn: Optional[RoleArn]
-    Status: Optional[TagSyncTaskStatus]
-    ErrorMessage: Optional[ErrorMessage]
-    CreatedAt: Optional[timestamp]
+    GroupArn: GroupArnV2 | None
+    GroupName: GroupName | None
+    TaskArn: TagSyncTaskArn | None
+    TagKey: TagKey | None
+    TagValue: TagValue | None
+    ResourceQuery: ResourceQuery | None
+    RoleArn: RoleArn | None
+    Status: TagSyncTaskStatus | None
+    ErrorMessage: ErrorMessage | None
+    CreatedAt: timestamp | None
 
 
-TagSyncTaskList = List[TagSyncTaskItem]
+TagSyncTaskList = list[TagSyncTaskItem]
 
 
 class ListTagSyncTasksOutput(TypedDict, total=False):
-    TagSyncTasks: Optional[TagSyncTaskList]
-    NextToken: Optional[NextToken]
+    TagSyncTasks: TagSyncTaskList | None
+    NextToken: NextToken | None
 
 
 class PutGroupConfigurationInput(ServiceRequest):
-    Group: Optional[GroupString]
-    Configuration: Optional[GroupConfigurationList]
+    Group: GroupString | None
+    Configuration: GroupConfigurationList | None
 
 
 class PutGroupConfigurationOutput(TypedDict, total=False):
@@ -490,32 +490,32 @@ class PutGroupConfigurationOutput(TypedDict, total=False):
 
 class SearchResourcesInput(ServiceRequest):
     ResourceQuery: ResourceQuery
-    MaxResults: Optional[MaxResults]
-    NextToken: Optional[NextToken]
+    MaxResults: MaxResults | None
+    NextToken: NextToken | None
 
 
 class SearchResourcesOutput(TypedDict, total=False):
-    ResourceIdentifiers: Optional[ResourceIdentifierList]
-    NextToken: Optional[NextToken]
-    QueryErrors: Optional[QueryErrorList]
+    ResourceIdentifiers: ResourceIdentifierList | None
+    NextToken: NextToken | None
+    QueryErrors: QueryErrorList | None
 
 
 class StartTagSyncTaskInput(ServiceRequest):
     Group: GroupStringV2
-    TagKey: Optional[TagKey]
-    TagValue: Optional[TagValue]
-    ResourceQuery: Optional[ResourceQuery]
+    TagKey: TagKey | None
+    TagValue: TagValue | None
+    ResourceQuery: ResourceQuery | None
     RoleArn: RoleArn
 
 
 class StartTagSyncTaskOutput(TypedDict, total=False):
-    GroupArn: Optional[GroupArnV2]
-    GroupName: Optional[GroupName]
-    TaskArn: Optional[TagSyncTaskArn]
-    TagKey: Optional[TagKey]
-    TagValue: Optional[TagValue]
-    ResourceQuery: Optional[ResourceQuery]
-    RoleArn: Optional[RoleArn]
+    GroupArn: GroupArnV2 | None
+    GroupName: GroupName | None
+    TaskArn: TagSyncTaskArn | None
+    TagKey: TagKey | None
+    TagValue: TagValue | None
+    ResourceQuery: ResourceQuery | None
+    RoleArn: RoleArn | None
 
 
 class TagInput(ServiceRequest):
@@ -523,12 +523,12 @@ class TagInput(ServiceRequest):
     Tags: Tags
 
 
-TagKeyList = List[TagKey]
+TagKeyList = list[TagKey]
 
 
 class TagOutput(TypedDict, total=False):
-    Arn: Optional[GroupArnV2]
-    Tags: Optional[Tags]
+    Arn: GroupArnV2 | None
+    Tags: Tags | None
 
 
 class UngroupResourcesInput(ServiceRequest):
@@ -537,9 +537,9 @@ class UngroupResourcesInput(ServiceRequest):
 
 
 class UngroupResourcesOutput(TypedDict, total=False):
-    Succeeded: Optional[ResourceArnList]
-    Failed: Optional[FailedResourceList]
-    Pending: Optional[PendingResourceList]
+    Succeeded: ResourceArnList | None
+    Failed: FailedResourceList | None
+    Pending: PendingResourceList | None
 
 
 class UntagInput(ServiceRequest):
@@ -548,44 +548,44 @@ class UntagInput(ServiceRequest):
 
 
 class UntagOutput(TypedDict, total=False):
-    Arn: Optional[GroupArnV2]
-    Keys: Optional[TagKeyList]
+    Arn: GroupArnV2 | None
+    Keys: TagKeyList | None
 
 
 class UpdateAccountSettingsInput(ServiceRequest):
-    GroupLifecycleEventsDesiredStatus: Optional[GroupLifecycleEventsDesiredStatus]
+    GroupLifecycleEventsDesiredStatus: GroupLifecycleEventsDesiredStatus | None
 
 
 class UpdateAccountSettingsOutput(TypedDict, total=False):
-    AccountSettings: Optional[AccountSettings]
+    AccountSettings: AccountSettings | None
 
 
 class UpdateGroupInput(ServiceRequest):
-    GroupName: Optional[GroupName]
-    Group: Optional[GroupStringV2]
-    Description: Optional[Description]
-    Criticality: Optional[Criticality]
-    Owner: Optional[Owner]
-    DisplayName: Optional[DisplayName]
+    GroupName: GroupName | None
+    Group: GroupStringV2 | None
+    Description: Description | None
+    Criticality: Criticality | None
+    Owner: Owner | None
+    DisplayName: DisplayName | None
 
 
 class UpdateGroupOutput(TypedDict, total=False):
-    Group: Optional[Group]
+    Group: Group | None
 
 
 class UpdateGroupQueryInput(ServiceRequest):
-    GroupName: Optional[GroupName]
-    Group: Optional[GroupString]
+    GroupName: GroupName | None
+    Group: GroupString | None
     ResourceQuery: ResourceQuery
 
 
 class UpdateGroupQueryOutput(TypedDict, total=False):
-    GroupQuery: Optional[GroupQuery]
+    GroupQuery: GroupQuery | None
 
 
 class ResourceGroupsApi:
-    service = "resource-groups"
-    version = "2017-11-27"
+    service: str = "resource-groups"
+    version: str = "2017-11-27"
 
     @handler("CancelTagSyncTask")
     def cancel_tag_sync_task(
diff --git a/localstack-core/localstack/aws/api/resourcegroupstaggingapi/__init__.py b/localstack-core/localstack/aws/api/resourcegroupstaggingapi/__init__.py
index cc496818d3120..ff5a733529636 100644
--- a/localstack-core/localstack/aws/api/resourcegroupstaggingapi/__init__.py
+++ b/localstack-core/localstack/aws/api/resourcegroupstaggingapi/__init__.py
@@ -1,5 +1,5 @@
 from enum import StrEnum
-from typing import Dict, List, Optional, TypedDict
+from typing import TypedDict
 
 from localstack.aws.api import RequestContext, ServiceException, ServiceRequest, handler
 
@@ -78,13 +78,13 @@ class ThrottledException(ServiceException):
     status_code: int = 400
 
 
-TagKeyList = List[TagKey]
+TagKeyList = list[TagKey]
 
 
 class ComplianceDetails(TypedDict, total=False):
-    NoncompliantKeys: Optional[TagKeyList]
-    KeysWithNoncompliantValues: Optional[TagKeyList]
-    ComplianceStatus: Optional[ComplianceStatus]
+    NoncompliantKeys: TagKeyList | None
+    KeysWithNoncompliantValues: TagKeyList | None
+    ComplianceStatus: ComplianceStatus | None
 
 
 class DescribeReportCreationInput(ServiceRequest):
@@ -92,76 +92,76 @@ class DescribeReportCreationInput(ServiceRequest):
 
 
 class DescribeReportCreationOutput(TypedDict, total=False):
-    Status: Optional[Status]
-    S3Location: Optional[S3Location]
-    ErrorMessage: Optional[ErrorMessage]
+    Status: Status | None
+    S3Location: S3Location | None
+    ErrorMessage: ErrorMessage | None
 
 
 class FailureInfo(TypedDict, total=False):
-    StatusCode: Optional[StatusCode]
-    ErrorCode: Optional[ErrorCode]
-    ErrorMessage: Optional[ErrorMessage]
+    StatusCode: StatusCode | None
+    ErrorCode: ErrorCode | None
+    ErrorMessage: ErrorMessage | None
 
 
-FailedResourcesMap = Dict[ResourceARN, FailureInfo]
-GroupBy = List[GroupByAttribute]
-TagKeyFilterList = List[TagKey]
-ResourceTypeFilterList = List[AmazonResourceType]
-RegionFilterList = List[Region]
-TargetIdFilterList = List[TargetId]
+FailedResourcesMap = dict[ResourceARN, FailureInfo]
+GroupBy = list[GroupByAttribute]
+TagKeyFilterList = list[TagKey]
+ResourceTypeFilterList = list[AmazonResourceType]
+RegionFilterList = list[Region]
+TargetIdFilterList = list[TargetId]
 
 
 class GetComplianceSummaryInput(ServiceRequest):
-    TargetIdFilters: Optional[TargetIdFilterList]
-    RegionFilters: Optional[RegionFilterList]
-    ResourceTypeFilters: Optional[ResourceTypeFilterList]
-    TagKeyFilters: Optional[TagKeyFilterList]
-    GroupBy: Optional[GroupBy]
-    MaxResults: Optional[MaxResultsGetComplianceSummary]
-    PaginationToken: Optional[PaginationToken]
+    TargetIdFilters: TargetIdFilterList | None
+    RegionFilters: RegionFilterList | None
+    ResourceTypeFilters: ResourceTypeFilterList | None
+    TagKeyFilters: TagKeyFilterList | None
+    GroupBy: GroupBy | None
+    MaxResults: MaxResultsGetComplianceSummary | None
+    PaginationToken: PaginationToken | None
 
 
 NonCompliantResources = int
 
 
 class Summary(TypedDict, total=False):
-    LastUpdated: Optional[LastUpdated]
-    TargetId: Optional[TargetId]
-    TargetIdType: Optional[TargetIdType]
-    Region: Optional[Region]
-    ResourceType: Optional[AmazonResourceType]
-    NonCompliantResources: Optional[NonCompliantResources]
+    LastUpdated: LastUpdated | None
+    TargetId: TargetId | None
+    TargetIdType: TargetIdType | None
+    Region: Region | None
+    ResourceType: AmazonResourceType | None
+    NonCompliantResources: NonCompliantResources | None
 
 
-SummaryList = List[Summary]
+SummaryList = list[Summary]
 
 
 class GetComplianceSummaryOutput(TypedDict, total=False):
-    SummaryList: Optional[SummaryList]
-    PaginationToken: Optional[PaginationToken]
+    SummaryList: SummaryList | None
+    PaginationToken: PaginationToken | None
 
 
-ResourceARNListForGet = List[ResourceARN]
-TagValueList = List[TagValue]
+ResourceARNListForGet = list[ResourceARN]
+TagValueList = list[TagValue]
 
 
 class TagFilter(TypedDict, total=False):
-    Key: Optional[TagKey]
-    Values: Optional[TagValueList]
+    Key: TagKey | None
+    Values: TagValueList | None
 
 
-TagFilterList = List[TagFilter]
+TagFilterList = list[TagFilter]
 
 
 class GetResourcesInput(ServiceRequest):
-    PaginationToken: Optional[PaginationToken]
-    TagFilters: Optional[TagFilterList]
-    ResourcesPerPage: Optional[ResourcesPerPage]
-    TagsPerPage: Optional[TagsPerPage]
-    ResourceTypeFilters: Optional[ResourceTypeFilterList]
-    IncludeComplianceDetails: Optional[IncludeComplianceDetails]
-    ExcludeCompliantResources: Optional[ExcludeCompliantResources]
-    ResourceARNList: Optional[ResourceARNListForGet]
+    PaginationToken: PaginationToken | None
+    TagFilters: TagFilterList | None
+    ResourcesPerPage: ResourcesPerPage | None
+    TagsPerPage: TagsPerPage | None
+    ResourceTypeFilters: ResourceTypeFilterList | None
+    IncludeComplianceDetails: IncludeComplianceDetails | None
+    ExcludeCompliantResources: ExcludeCompliantResources | None
+    ResourceARNList: ResourceARNListForGet | None
 
 
 class Tag(TypedDict, total=False):
@@ -169,46 +169,46 @@ class Tag(TypedDict, total=False):
     Value: TagValue
 
 
-TagList = List[Tag]
+TagList = list[Tag]
 
 
 class ResourceTagMapping(TypedDict, total=False):
-    ResourceARN: Optional[ResourceARN]
-    Tags: Optional[TagList]
-    ComplianceDetails: Optional[ComplianceDetails]
+    ResourceARN: ResourceARN | None
+    Tags: TagList | None
+    ComplianceDetails: ComplianceDetails | None
 
 
-ResourceTagMappingList = List[ResourceTagMapping]
+ResourceTagMappingList = list[ResourceTagMapping]
 
 
 class GetResourcesOutput(TypedDict, total=False):
-    PaginationToken: Optional[PaginationToken]
-    ResourceTagMappingList: Optional[ResourceTagMappingList]
+    PaginationToken: PaginationToken | None
+    ResourceTagMappingList: ResourceTagMappingList | None
 
 
 class GetTagKeysInput(ServiceRequest):
-    PaginationToken: Optional[PaginationToken]
+    PaginationToken: PaginationToken | None
 
 
 class GetTagKeysOutput(TypedDict, total=False):
-    PaginationToken: Optional[PaginationToken]
-    TagKeys: Optional[TagKeyList]
+    PaginationToken: PaginationToken | None
+    TagKeys: TagKeyList | None
 
 
 class GetTagValuesInput(ServiceRequest):
-    PaginationToken: Optional[PaginationToken]
+    PaginationToken: PaginationToken | None
     Key: TagKey
 
 
-TagValuesOutputList = List[TagValue]
+TagValuesOutputList = list[TagValue]
 
 
 class GetTagValuesOutput(TypedDict, total=False):
-    PaginationToken: Optional[PaginationToken]
-    TagValues: Optional[TagValuesOutputList]
+    PaginationToken: PaginationToken | None
+    TagValues: TagValuesOutputList | None
 
 
-ResourceARNListForTagUntag = List[ResourceARN]
+ResourceARNListForTagUntag = list[ResourceARN]
 
 
 class StartReportCreationInput(ServiceRequest):
@@ -219,8 +219,8 @@ class StartReportCreationOutput(TypedDict, total=False):
     pass
 
 
-TagKeyListForUntag = List[TagKey]
-TagMap = Dict[TagKey, TagValue]
+TagKeyListForUntag = list[TagKey]
+TagMap = dict[TagKey, TagValue]
 
 
 class TagResourcesInput(ServiceRequest):
@@ -229,7 +229,7 @@ class TagResourcesInput(ServiceRequest):
 
 
 class TagResourcesOutput(TypedDict, total=False):
-    FailedResourcesMap: Optional[FailedResourcesMap]
+    FailedResourcesMap: FailedResourcesMap | None
 
 
 class UntagResourcesInput(ServiceRequest):
@@ -238,12 +238,12 @@ class UntagResourcesInput(ServiceRequest):
 
 
 class UntagResourcesOutput(TypedDict, total=False):
-    FailedResourcesMap: Optional[FailedResourcesMap]
+    FailedResourcesMap: FailedResourcesMap | None
 
 
 class ResourcegroupstaggingapiApi:
-    service = "resourcegroupstaggingapi"
-    version = "2017-01-26"
+    service: str = "resourcegroupstaggingapi"
+    version: str = "2017-01-26"
 
     @handler("DescribeReportCreation")
     def describe_report_creation(
diff --git a/localstack-core/localstack/aws/api/route53/__init__.py b/localstack-core/localstack/aws/api/route53/__init__.py
index 6ac6204c35a4e..817ba086adc77 100644
--- a/localstack-core/localstack/aws/api/route53/__init__.py
+++ b/localstack-core/localstack/aws/api/route53/__init__.py
@@ -1,6 +1,6 @@
 from datetime import datetime
 from enum import StrEnum
-from typing import List, Optional, TypedDict
+from typing import TypedDict
 
 from localstack.aws.api import RequestContext, ServiceException, ServiceRequest, handler
 
@@ -496,14 +496,14 @@ class InvalidArgument(ServiceException):
     status_code: int = 400
 
 
-ErrorMessages = List[ErrorMessage]
+ErrorMessages = list[ErrorMessage]
 
 
 class InvalidChangeBatch(ServiceException):
     code: str = "InvalidChangeBatch"
     sender_fault: bool = False
     status_code: int = 400
-    messages: Optional[ErrorMessages]
+    messages: ErrorMessages | None
 
 
 class InvalidDomainName(ServiceException):
@@ -790,7 +790,7 @@ class ChangeInfo(TypedDict, total=False):
     Id: ResourceId
     Status: ChangeStatus
     SubmittedAt: TimeStamp
-    Comment: Optional[ResourceDescription]
+    Comment: ResourceDescription | None
 
 
 class ActivateKeySigningKeyResponse(TypedDict, total=False):
@@ -809,14 +809,14 @@ class AliasTarget(TypedDict, total=False):
 
 
 class VPC(TypedDict, total=False):
-    VPCRegion: Optional[VPCRegion]
-    VPCId: Optional[VPCId]
+    VPCRegion: VPCRegion | None
+    VPCId: VPCId | None
 
 
 class AssociateVPCWithHostedZoneRequest(ServiceRequest):
     HostedZoneId: ResourceId
     VPC: VPC
-    Comment: Optional[AssociateVPCComment]
+    Comment: AssociateVPCComment | None
 
 
 class AssociateVPCWithHostedZoneResponse(TypedDict, total=False):
@@ -829,10 +829,10 @@ class Coordinates(TypedDict, total=False):
 
 
 class GeoProximityLocation(TypedDict, total=False):
-    AWSRegion: Optional[AWSRegion]
-    LocalZoneGroup: Optional[LocalZoneGroup]
-    Coordinates: Optional[Coordinates]
-    Bias: Optional[Bias]
+    AWSRegion: AWSRegion | None
+    LocalZoneGroup: LocalZoneGroup | None
+    Coordinates: Coordinates | None
+    Bias: Bias | None
 
 
 class CidrRoutingConfig(TypedDict, total=False):
@@ -844,14 +844,14 @@ class ResourceRecord(TypedDict, total=False):
     Value: RData
 
 
-ResourceRecords = List[ResourceRecord]
+ResourceRecords = list[ResourceRecord]
 TTL = int
 
 
 class GeoLocation(TypedDict, total=False):
-    ContinentCode: Optional[GeoLocationContinentCode]
-    CountryCode: Optional[GeoLocationCountryCode]
-    SubdivisionCode: Optional[GeoLocationSubdivisionCode]
+    ContinentCode: GeoLocationContinentCode | None
+    CountryCode: GeoLocationCountryCode | None
+    SubdivisionCode: GeoLocationSubdivisionCode | None
 
 
 ResourceRecordSetWeight = int
@@ -860,19 +860,19 @@ class GeoLocation(TypedDict, total=False):
 class ResourceRecordSet(TypedDict, total=False):
     Name: DNSName
     Type: RRType
-    SetIdentifier: Optional[ResourceRecordSetIdentifier]
-    Weight: Optional[ResourceRecordSetWeight]
-    Region: Optional[ResourceRecordSetRegion]
-    GeoLocation: Optional[GeoLocation]
-    Failover: Optional[ResourceRecordSetFailover]
-    MultiValueAnswer: Optional[ResourceRecordSetMultiValueAnswer]
-    TTL: Optional[TTL]
-    ResourceRecords: Optional[ResourceRecords]
-    AliasTarget: Optional[AliasTarget]
-    HealthCheckId: Optional[HealthCheckId]
-    TrafficPolicyInstanceId: Optional[TrafficPolicyInstanceId]
-    CidrRoutingConfig: Optional[CidrRoutingConfig]
-    GeoProximityLocation: Optional[GeoProximityLocation]
+    SetIdentifier: ResourceRecordSetIdentifier | None
+    Weight: ResourceRecordSetWeight | None
+    Region: ResourceRecordSetRegion | None
+    GeoLocation: GeoLocation | None
+    Failover: ResourceRecordSetFailover | None
+    MultiValueAnswer: ResourceRecordSetMultiValueAnswer | None
+    TTL: TTL | None
+    ResourceRecords: ResourceRecords | None
+    AliasTarget: AliasTarget | None
+    HealthCheckId: HealthCheckId | None
+    TrafficPolicyInstanceId: TrafficPolicyInstanceId | None
+    CidrRoutingConfig: CidrRoutingConfig | None
+    GeoProximityLocation: GeoProximityLocation | None
 
 
 class Change(TypedDict, total=False):
@@ -880,15 +880,15 @@ class Change(TypedDict, total=False):
     ResourceRecordSet: ResourceRecordSet
 
 
-Changes = List[Change]
+Changes = list[Change]
 
 
 class ChangeBatch(TypedDict, total=False):
-    Comment: Optional[ResourceDescription]
+    Comment: ResourceDescription | None
     Changes: Changes
 
 
-CidrList = List[Cidr]
+CidrList = list[Cidr]
 
 
 class CidrCollectionChange(TypedDict, total=False):
@@ -897,13 +897,13 @@ class CidrCollectionChange(TypedDict, total=False):
     CidrList: CidrList
 
 
-CidrCollectionChanges = List[CidrCollectionChange]
+CidrCollectionChanges = list[CidrCollectionChange]
 CollectionVersion = int
 
 
 class ChangeCidrCollectionRequest(ServiceRequest):
     Id: UUID
-    CollectionVersion: Optional[CollectionVersion]
+    CollectionVersion: CollectionVersion | None
     Changes: CidrCollectionChanges
 
 
@@ -920,45 +920,45 @@ class ChangeResourceRecordSetsResponse(TypedDict, total=False):
     ChangeInfo: ChangeInfo
 
 
-TagKeyList = List[TagKey]
+TagKeyList = list[TagKey]
 
 
 class Tag(TypedDict, total=False):
-    Key: Optional[TagKey]
-    Value: Optional[TagValue]
+    Key: TagKey | None
+    Value: TagValue | None
 
 
-TagList = List[Tag]
+TagList = list[Tag]
 
 
 class ChangeTagsForResourceRequest(ServiceRequest):
     ResourceType: TagResourceType
     ResourceId: TagResourceId
-    AddTags: Optional[TagList]
-    RemoveTagKeys: Optional[TagKeyList]
+    AddTags: TagList | None
+    RemoveTagKeys: TagKeyList | None
 
 
 class ChangeTagsForResourceResponse(TypedDict, total=False):
     pass
 
 
-CheckerIpRanges = List[IPAddressCidr]
-ChildHealthCheckList = List[HealthCheckId]
+CheckerIpRanges = list[IPAddressCidr]
+ChildHealthCheckList = list[HealthCheckId]
 
 
 class CidrBlockSummary(TypedDict, total=False):
-    CidrBlock: Optional[Cidr]
-    LocationName: Optional[CidrLocationNameDefaultNotAllowed]
+    CidrBlock: Cidr | None
+    LocationName: CidrLocationNameDefaultNotAllowed | None
 
 
-CidrBlockSummaries = List[CidrBlockSummary]
+CidrBlockSummaries = list[CidrBlockSummary]
 
 
 class CidrCollection(TypedDict, total=False):
-    Arn: Optional[ARN]
-    Id: Optional[UUID]
-    Name: Optional[CollectionName]
-    Version: Optional[CollectionVersion]
+    Arn: ARN | None
+    Id: UUID | None
+    Name: CollectionName | None
+    Version: CollectionVersion | None
 
 
 class Dimension(TypedDict, total=False):
@@ -966,7 +966,7 @@ class Dimension(TypedDict, total=False):
     Value: DimensionField
 
 
-DimensionList = List[Dimension]
+DimensionList = list[Dimension]
 
 
 class CloudWatchAlarmConfiguration(TypedDict, total=False):
@@ -977,17 +977,17 @@ class CloudWatchAlarmConfiguration(TypedDict, total=False):
     MetricName: MetricName
     Namespace: Namespace
     Statistic: Statistic
-    Dimensions: Optional[DimensionList]
+    Dimensions: DimensionList | None
 
 
 class CollectionSummary(TypedDict, total=False):
-    Arn: Optional[ARN]
-    Id: Optional[UUID]
-    Name: Optional[CollectionName]
-    Version: Optional[CollectionVersion]
+    Arn: ARN | None
+    Id: UUID | None
+    Name: CollectionName | None
+    Version: CollectionVersion | None
 
 
-CollectionSummaries = List[CollectionSummary]
+CollectionSummaries = list[CollectionSummary]
 
 
 class CreateCidrCollectionRequest(ServiceRequest):
@@ -996,32 +996,32 @@ class CreateCidrCollectionRequest(ServiceRequest):
 
 
 class CreateCidrCollectionResponse(TypedDict, total=False):
-    Collection: Optional[CidrCollection]
-    Location: Optional[ResourceURI]
+    Collection: CidrCollection | None
+    Location: ResourceURI | None
 
 
-HealthCheckRegionList = List[HealthCheckRegion]
+HealthCheckRegionList = list[HealthCheckRegion]
 
 
 class HealthCheckConfig(TypedDict, total=False):
-    IPAddress: Optional[IPAddress]
-    Port: Optional[Port]
+    IPAddress: IPAddress | None
+    Port: Port | None
     Type: HealthCheckType
-    ResourcePath: Optional[ResourcePath]
-    FullyQualifiedDomainName: Optional[FullyQualifiedDomainName]
-    SearchString: Optional[SearchString]
-    RequestInterval: Optional[RequestInterval]
-    FailureThreshold: Optional[FailureThreshold]
-    MeasureLatency: Optional[MeasureLatency]
-    Inverted: Optional[Inverted]
-    Disabled: Optional[Disabled]
-    HealthThreshold: Optional[HealthThreshold]
-    ChildHealthChecks: Optional[ChildHealthCheckList]
-    EnableSNI: Optional[EnableSNI]
-    Regions: Optional[HealthCheckRegionList]
-    AlarmIdentifier: Optional[AlarmIdentifier]
-    InsufficientDataHealthStatus: Optional[InsufficientDataHealthStatus]
-    RoutingControlArn: Optional[RoutingControlArn]
+    ResourcePath: ResourcePath | None
+    FullyQualifiedDomainName: FullyQualifiedDomainName | None
+    SearchString: SearchString | None
+    RequestInterval: RequestInterval | None
+    FailureThreshold: FailureThreshold | None
+    MeasureLatency: MeasureLatency | None
+    Inverted: Inverted | None
+    Disabled: Disabled | None
+    HealthThreshold: HealthThreshold | None
+    ChildHealthChecks: ChildHealthCheckList | None
+    EnableSNI: EnableSNI | None
+    Regions: HealthCheckRegionList | None
+    AlarmIdentifier: AlarmIdentifier | None
+    InsufficientDataHealthStatus: InsufficientDataHealthStatus | None
+    RoutingControlArn: RoutingControlArn | None
 
 
 class CreateHealthCheckRequest(ServiceRequest):
@@ -1033,17 +1033,17 @@ class CreateHealthCheckRequest(ServiceRequest):
 
 
 class LinkedService(TypedDict, total=False):
-    ServicePrincipal: Optional[ServicePrincipal]
-    Description: Optional[ResourceDescription]
+    ServicePrincipal: ServicePrincipal | None
+    Description: ResourceDescription | None
 
 
 class HealthCheck(TypedDict, total=False):
     Id: HealthCheckId
     CallerReference: HealthCheckNonce
-    LinkedService: Optional[LinkedService]
+    LinkedService: LinkedService | None
     HealthCheckConfig: HealthCheckConfig
     HealthCheckVersion: HealthCheckVersion
-    CloudWatchAlarmConfiguration: Optional[CloudWatchAlarmConfiguration]
+    CloudWatchAlarmConfiguration: CloudWatchAlarmConfiguration | None
 
 
 class CreateHealthCheckResponse(TypedDict, total=False):
@@ -1052,24 +1052,24 @@ class CreateHealthCheckResponse(TypedDict, total=False):
 
 
 class HostedZoneConfig(TypedDict, total=False):
-    Comment: Optional[ResourceDescription]
-    PrivateZone: Optional[IsPrivateZone]
+    Comment: ResourceDescription | None
+    PrivateZone: IsPrivateZone | None
 
 
 class CreateHostedZoneRequest(ServiceRequest):
     Name: DNSName
-    VPC: Optional[VPC]
+    VPC: VPC | None
     CallerReference: Nonce
-    HostedZoneConfig: Optional[HostedZoneConfig]
-    DelegationSetId: Optional[ResourceId]
+    HostedZoneConfig: HostedZoneConfig | None
+    DelegationSetId: ResourceId | None
 
 
-DelegationSetNameServers = List[DNSName]
+DelegationSetNameServers = list[DNSName]
 
 
 class DelegationSet(TypedDict, total=False):
-    Id: Optional[ResourceId]
-    CallerReference: Optional[Nonce]
+    Id: ResourceId | None
+    CallerReference: Nonce | None
     NameServers: DelegationSetNameServers
 
 
@@ -1080,16 +1080,16 @@ class HostedZone(TypedDict, total=False):
     Id: ResourceId
     Name: DNSName
     CallerReference: Nonce
-    Config: Optional[HostedZoneConfig]
-    ResourceRecordSetCount: Optional[HostedZoneRRSetCount]
-    LinkedService: Optional[LinkedService]
+    Config: HostedZoneConfig | None
+    ResourceRecordSetCount: HostedZoneRRSetCount | None
+    LinkedService: LinkedService | None
 
 
 class CreateHostedZoneResponse(TypedDict, total=False):
     HostedZone: HostedZone
     ChangeInfo: ChangeInfo
     DelegationSet: DelegationSet
-    VPC: Optional[VPC]
+    VPC: VPC | None
     Location: ResourceURI
 
 
@@ -1102,22 +1102,22 @@ class CreateKeySigningKeyRequest(ServiceRequest):
 
 
 class KeySigningKey(TypedDict, total=False):
-    Name: Optional[SigningKeyName]
-    KmsArn: Optional[SigningKeyString]
-    Flag: Optional[SigningKeyInteger]
-    SigningAlgorithmMnemonic: Optional[SigningKeyString]
-    SigningAlgorithmType: Optional[SigningKeyInteger]
-    DigestAlgorithmMnemonic: Optional[SigningKeyString]
-    DigestAlgorithmType: Optional[SigningKeyInteger]
-    KeyTag: Optional[SigningKeyTag]
-    DigestValue: Optional[SigningKeyString]
-    PublicKey: Optional[SigningKeyString]
-    DSRecord: Optional[SigningKeyString]
-    DNSKEYRecord: Optional[SigningKeyString]
-    Status: Optional[SigningKeyStatus]
-    StatusMessage: Optional[SigningKeyStatusMessage]
-    CreatedDate: Optional[TimeStamp]
-    LastModifiedDate: Optional[TimeStamp]
+    Name: SigningKeyName | None
+    KmsArn: SigningKeyString | None
+    Flag: SigningKeyInteger | None
+    SigningAlgorithmMnemonic: SigningKeyString | None
+    SigningAlgorithmType: SigningKeyInteger | None
+    DigestAlgorithmMnemonic: SigningKeyString | None
+    DigestAlgorithmType: SigningKeyInteger | None
+    KeyTag: SigningKeyTag | None
+    DigestValue: SigningKeyString | None
+    PublicKey: SigningKeyString | None
+    DSRecord: SigningKeyString | None
+    DNSKEYRecord: SigningKeyString | None
+    Status: SigningKeyStatus | None
+    StatusMessage: SigningKeyStatusMessage | None
+    CreatedDate: TimeStamp | None
+    LastModifiedDate: TimeStamp | None
 
 
 class CreateKeySigningKeyResponse(TypedDict, total=False):
@@ -1144,7 +1144,7 @@ class CreateQueryLoggingConfigResponse(TypedDict, total=False):
 
 class CreateReusableDelegationSetRequest(ServiceRequest):
     CallerReference: Nonce
-    HostedZoneId: Optional[ResourceId]
+    HostedZoneId: ResourceId | None
 
 
 class CreateReusableDelegationSetResponse(TypedDict, total=False):
@@ -1180,7 +1180,7 @@ class CreateTrafficPolicyInstanceResponse(TypedDict, total=False):
 class CreateTrafficPolicyRequest(ServiceRequest):
     Name: TrafficPolicyName
     Document: TrafficPolicyDocument
-    Comment: Optional[TrafficPolicyComment]
+    Comment: TrafficPolicyComment | None
 
 
 class TrafficPolicy(TypedDict, total=False):
@@ -1189,7 +1189,7 @@ class TrafficPolicy(TypedDict, total=False):
     Name: TrafficPolicyName
     Type: RRType
     Document: TrafficPolicyDocument
-    Comment: Optional[TrafficPolicyComment]
+    Comment: TrafficPolicyComment | None
 
 
 class CreateTrafficPolicyResponse(TypedDict, total=False):
@@ -1200,7 +1200,7 @@ class CreateTrafficPolicyResponse(TypedDict, total=False):
 class CreateTrafficPolicyVersionRequest(ServiceRequest):
     Id: TrafficPolicyId
     Document: TrafficPolicyDocument
-    Comment: Optional[TrafficPolicyComment]
+    Comment: TrafficPolicyComment | None
 
 
 class CreateTrafficPolicyVersionResponse(TypedDict, total=False):
@@ -1219,8 +1219,8 @@ class CreateVPCAssociationAuthorizationResponse(TypedDict, total=False):
 
 
 class DNSSECStatus(TypedDict, total=False):
-    ServeSignature: Optional[ServeSignature]
-    StatusMessage: Optional[SigningKeyStatusMessage]
+    ServeSignature: ServeSignature | None
+    StatusMessage: SigningKeyStatusMessage | None
 
 
 class DeactivateKeySigningKeyRequest(ServiceRequest):
@@ -1232,7 +1232,7 @@ class DeactivateKeySigningKeyResponse(TypedDict, total=False):
     ChangeInfo: ChangeInfo
 
 
-DelegationSets = List[DelegationSet]
+DelegationSets = list[DelegationSet]
 
 
 class DeleteCidrCollectionRequest(ServiceRequest):
@@ -1321,7 +1321,7 @@ class DisableHostedZoneDNSSECResponse(TypedDict, total=False):
 class DisassociateVPCFromHostedZoneRequest(ServiceRequest):
     HostedZoneId: ResourceId
     VPC: VPC
-    Comment: Optional[DisassociateVPCComment]
+    Comment: DisassociateVPCComment | None
 
 
 class DisassociateVPCFromHostedZoneResponse(TypedDict, total=False):
@@ -1337,15 +1337,15 @@ class EnableHostedZoneDNSSECResponse(TypedDict, total=False):
 
 
 class GeoLocationDetails(TypedDict, total=False):
-    ContinentCode: Optional[GeoLocationContinentCode]
-    ContinentName: Optional[GeoLocationContinentName]
-    CountryCode: Optional[GeoLocationCountryCode]
-    CountryName: Optional[GeoLocationCountryName]
-    SubdivisionCode: Optional[GeoLocationSubdivisionCode]
-    SubdivisionName: Optional[GeoLocationSubdivisionName]
+    ContinentCode: GeoLocationContinentCode | None
+    ContinentName: GeoLocationContinentName | None
+    CountryCode: GeoLocationCountryCode | None
+    CountryName: GeoLocationCountryName | None
+    SubdivisionCode: GeoLocationSubdivisionCode | None
+    SubdivisionName: GeoLocationSubdivisionName | None
 
 
-GeoLocationDetailsList = List[GeoLocationDetails]
+GeoLocationDetailsList = list[GeoLocationDetails]
 
 
 class GetAccountLimitRequest(ServiceRequest):
@@ -1380,7 +1380,7 @@ class GetDNSSECRequest(ServiceRequest):
     HostedZoneId: ResourceId
 
 
-KeySigningKeys = List[KeySigningKey]
+KeySigningKeys = list[KeySigningKey]
 
 
 class GetDNSSECResponse(TypedDict, total=False):
@@ -1389,9 +1389,9 @@ class GetDNSSECResponse(TypedDict, total=False):
 
 
 class GetGeoLocationRequest(ServiceRequest):
-    ContinentCode: Optional[GeoLocationContinentCode]
-    CountryCode: Optional[GeoLocationCountryCode]
-    SubdivisionCode: Optional[GeoLocationSubdivisionCode]
+    ContinentCode: GeoLocationContinentCode | None
+    CountryCode: GeoLocationCountryCode | None
+    SubdivisionCode: GeoLocationSubdivisionCode | None
 
 
 class GetGeoLocationResponse(TypedDict, total=False):
@@ -1414,17 +1414,17 @@ class GetHealthCheckLastFailureReasonRequest(ServiceRequest):
 
 
 class StatusReport(TypedDict, total=False):
-    Status: Optional[Status]
-    CheckedTime: Optional[TimeStamp]
+    Status: Status | None
+    CheckedTime: TimeStamp | None
 
 
 class HealthCheckObservation(TypedDict, total=False):
-    Region: Optional[HealthCheckRegion]
-    IPAddress: Optional[IPAddress]
-    StatusReport: Optional[StatusReport]
+    Region: HealthCheckRegion | None
+    IPAddress: IPAddress | None
+    StatusReport: StatusReport | None
 
 
-HealthCheckObservations = List[HealthCheckObservation]
+HealthCheckObservations = list[HealthCheckObservation]
 
 
 class GetHealthCheckLastFailureReasonResponse(TypedDict, total=False):
@@ -1477,13 +1477,13 @@ class GetHostedZoneRequest(ServiceRequest):
     Id: ResourceId
 
 
-VPCs = List[VPC]
+VPCs = list[VPC]
 
 
 class GetHostedZoneResponse(TypedDict, total=False):
     HostedZone: HostedZone
-    DelegationSet: Optional[DelegationSet]
-    VPCs: Optional[VPCs]
+    DelegationSet: DelegationSet | None
+    VPCs: VPCs | None
 
 
 class GetQueryLoggingConfigRequest(ServiceRequest):
@@ -1542,12 +1542,12 @@ class GetTrafficPolicyResponse(TypedDict, total=False):
     TrafficPolicy: TrafficPolicy
 
 
-HealthChecks = List[HealthCheck]
+HealthChecks = list[HealthCheck]
 
 
 class HostedZoneOwner(TypedDict, total=False):
-    OwningAccount: Optional[AWSAccountID]
-    OwningService: Optional[HostedZoneOwningService]
+    OwningAccount: AWSAccountID | None
+    OwningService: HostedZoneOwningService | None
 
 
 class HostedZoneSummary(TypedDict, total=False):
@@ -1556,167 +1556,167 @@ class HostedZoneSummary(TypedDict, total=False):
     Owner: HostedZoneOwner
 
 
-HostedZoneSummaries = List[HostedZoneSummary]
-HostedZones = List[HostedZone]
+HostedZoneSummaries = list[HostedZoneSummary]
+HostedZones = list[HostedZone]
 
 
 class ListCidrBlocksRequest(ServiceRequest):
     CollectionId: UUID
-    LocationName: Optional[CidrLocationNameDefaultNotAllowed]
-    NextToken: Optional[PaginationToken]
-    MaxResults: Optional[MaxResults]
+    LocationName: CidrLocationNameDefaultNotAllowed | None
+    NextToken: PaginationToken | None
+    MaxResults: MaxResults | None
 
 
 class ListCidrBlocksResponse(TypedDict, total=False):
-    NextToken: Optional[PaginationToken]
-    CidrBlocks: Optional[CidrBlockSummaries]
+    NextToken: PaginationToken | None
+    CidrBlocks: CidrBlockSummaries | None
 
 
 class ListCidrCollectionsRequest(ServiceRequest):
-    NextToken: Optional[PaginationToken]
-    MaxResults: Optional[MaxResults]
+    NextToken: PaginationToken | None
+    MaxResults: MaxResults | None
 
 
 class ListCidrCollectionsResponse(TypedDict, total=False):
-    NextToken: Optional[PaginationToken]
-    CidrCollections: Optional[CollectionSummaries]
+    NextToken: PaginationToken | None
+    CidrCollections: CollectionSummaries | None
 
 
 class ListCidrLocationsRequest(ServiceRequest):
     CollectionId: UUID
-    NextToken: Optional[PaginationToken]
-    MaxResults: Optional[MaxResults]
+    NextToken: PaginationToken | None
+    MaxResults: MaxResults | None
 
 
 class LocationSummary(TypedDict, total=False):
-    LocationName: Optional[CidrLocationNameDefaultAllowed]
+    LocationName: CidrLocationNameDefaultAllowed | None
 
 
-LocationSummaries = List[LocationSummary]
+LocationSummaries = list[LocationSummary]
 
 
 class ListCidrLocationsResponse(TypedDict, total=False):
-    NextToken: Optional[PaginationToken]
-    CidrLocations: Optional[LocationSummaries]
+    NextToken: PaginationToken | None
+    CidrLocations: LocationSummaries | None
 
 
 class ListGeoLocationsRequest(ServiceRequest):
-    StartContinentCode: Optional[GeoLocationContinentCode]
-    StartCountryCode: Optional[GeoLocationCountryCode]
-    StartSubdivisionCode: Optional[GeoLocationSubdivisionCode]
-    MaxItems: Optional[PageMaxItems]
+    StartContinentCode: GeoLocationContinentCode | None
+    StartCountryCode: GeoLocationCountryCode | None
+    StartSubdivisionCode: GeoLocationSubdivisionCode | None
+    MaxItems: PageMaxItems | None
 
 
 class ListGeoLocationsResponse(TypedDict, total=False):
     GeoLocationDetailsList: GeoLocationDetailsList
     IsTruncated: PageTruncated
-    NextContinentCode: Optional[GeoLocationContinentCode]
-    NextCountryCode: Optional[GeoLocationCountryCode]
-    NextSubdivisionCode: Optional[GeoLocationSubdivisionCode]
+    NextContinentCode: GeoLocationContinentCode | None
+    NextCountryCode: GeoLocationCountryCode | None
+    NextSubdivisionCode: GeoLocationSubdivisionCode | None
     MaxItems: PageMaxItems
 
 
 class ListHealthChecksRequest(ServiceRequest):
-    Marker: Optional[PageMarker]
-    MaxItems: Optional[PageMaxItems]
+    Marker: PageMarker | None
+    MaxItems: PageMaxItems | None
 
 
 class ListHealthChecksResponse(TypedDict, total=False):
     HealthChecks: HealthChecks
     Marker: PageMarker
     IsTruncated: PageTruncated
-    NextMarker: Optional[PageMarker]
+    NextMarker: PageMarker | None
     MaxItems: PageMaxItems
 
 
 class ListHostedZonesByNameRequest(ServiceRequest):
-    DNSName: Optional[DNSName]
-    HostedZoneId: Optional[ResourceId]
-    MaxItems: Optional[PageMaxItems]
+    DNSName: DNSName | None
+    HostedZoneId: ResourceId | None
+    MaxItems: PageMaxItems | None
 
 
 class ListHostedZonesByNameResponse(TypedDict, total=False):
     HostedZones: HostedZones
-    DNSName: Optional[DNSName]
-    HostedZoneId: Optional[ResourceId]
+    DNSName: DNSName | None
+    HostedZoneId: ResourceId | None
     IsTruncated: PageTruncated
-    NextDNSName: Optional[DNSName]
-    NextHostedZoneId: Optional[ResourceId]
+    NextDNSName: DNSName | None
+    NextHostedZoneId: ResourceId | None
     MaxItems: PageMaxItems
 
 
 class ListHostedZonesByVPCRequest(ServiceRequest):
     VPCId: VPCId
     VPCRegion: VPCRegion
-    MaxItems: Optional[PageMaxItems]
-    NextToken: Optional[PaginationToken]
+    MaxItems: PageMaxItems | None
+    NextToken: PaginationToken | None
 
 
 class ListHostedZonesByVPCResponse(TypedDict, total=False):
     HostedZoneSummaries: HostedZoneSummaries
     MaxItems: PageMaxItems
-    NextToken: Optional[PaginationToken]
+    NextToken: PaginationToken | None
 
 
 class ListHostedZonesRequest(ServiceRequest):
-    Marker: Optional[PageMarker]
-    MaxItems: Optional[PageMaxItems]
-    DelegationSetId: Optional[ResourceId]
-    HostedZoneType: Optional[HostedZoneType]
+    Marker: PageMarker | None
+    MaxItems: PageMaxItems | None
+    DelegationSetId: ResourceId | None
+    HostedZoneType: HostedZoneType | None
 
 
 class ListHostedZonesResponse(TypedDict, total=False):
     HostedZones: HostedZones
     Marker: PageMarker
     IsTruncated: PageTruncated
-    NextMarker: Optional[PageMarker]
+    NextMarker: PageMarker | None
     MaxItems: PageMaxItems
 
 
 class ListQueryLoggingConfigsRequest(ServiceRequest):
-    HostedZoneId: Optional[ResourceId]
-    NextToken: Optional[PaginationToken]
-    MaxResults: Optional[MaxResults]
+    HostedZoneId: ResourceId | None
+    NextToken: PaginationToken | None
+    MaxResults: MaxResults | None
 
 
-QueryLoggingConfigs = List[QueryLoggingConfig]
+QueryLoggingConfigs = list[QueryLoggingConfig]
 
 
 class ListQueryLoggingConfigsResponse(TypedDict, total=False):
     QueryLoggingConfigs: QueryLoggingConfigs
-    NextToken: Optional[PaginationToken]
+    NextToken: PaginationToken | None
 
 
 class ListResourceRecordSetsRequest(ServiceRequest):
     HostedZoneId: ResourceId
-    StartRecordName: Optional[DNSName]
-    StartRecordType: Optional[RRType]
-    StartRecordIdentifier: Optional[ResourceRecordSetIdentifier]
-    MaxItems: Optional[PageMaxItems]
+    StartRecordName: DNSName | None
+    StartRecordType: RRType | None
+    StartRecordIdentifier: ResourceRecordSetIdentifier | None
+    MaxItems: PageMaxItems | None
 
 
-ResourceRecordSets = List[ResourceRecordSet]
+ResourceRecordSets = list[ResourceRecordSet]
 
 
 class ListResourceRecordSetsResponse(TypedDict, total=False):
     ResourceRecordSets: ResourceRecordSets
     IsTruncated: PageTruncated
-    NextRecordName: Optional[DNSName]
-    NextRecordType: Optional[RRType]
-    NextRecordIdentifier: Optional[ResourceRecordSetIdentifier]
+    NextRecordName: DNSName | None
+    NextRecordType: RRType | None
+    NextRecordIdentifier: ResourceRecordSetIdentifier | None
     MaxItems: PageMaxItems
 
 
 class ListReusableDelegationSetsRequest(ServiceRequest):
-    Marker: Optional[PageMarker]
-    MaxItems: Optional[PageMaxItems]
+    Marker: PageMarker | None
+    MaxItems: PageMaxItems | None
 
 
 class ListReusableDelegationSetsResponse(TypedDict, total=False):
     DelegationSets: DelegationSets
     Marker: PageMarker
     IsTruncated: PageTruncated
-    NextMarker: Optional[PageMarker]
+    NextMarker: PageMarker | None
     MaxItems: PageMaxItems
 
 
@@ -1726,16 +1726,16 @@ class ListTagsForResourceRequest(ServiceRequest):
 
 
 class ResourceTagSet(TypedDict, total=False):
-    ResourceType: Optional[TagResourceType]
-    ResourceId: Optional[TagResourceId]
-    Tags: Optional[TagList]
+    ResourceType: TagResourceType | None
+    ResourceId: TagResourceId | None
+    Tags: TagList | None
 
 
 class ListTagsForResourceResponse(TypedDict, total=False):
     ResourceTagSet: ResourceTagSet
 
 
-TagResourceIdList = List[TagResourceId]
+TagResourceIdList = list[TagResourceId]
 
 
 class ListTagsForResourcesRequest(ServiceRequest):
@@ -1743,7 +1743,7 @@ class ListTagsForResourcesRequest(ServiceRequest):
     ResourceIds: TagResourceIdList
 
 
-ResourceTagSetList = List[ResourceTagSet]
+ResourceTagSetList = list[ResourceTagSet]
 
 
 class ListTagsForResourcesResponse(TypedDict, total=False):
@@ -1751,8 +1751,8 @@ class ListTagsForResourcesResponse(TypedDict, total=False):
 
 
 class ListTrafficPoliciesRequest(ServiceRequest):
-    TrafficPolicyIdMarker: Optional[TrafficPolicyId]
-    MaxItems: Optional[PageMaxItems]
+    TrafficPolicyIdMarker: TrafficPolicyId | None
+    MaxItems: PageMaxItems | None
 
 
 class TrafficPolicySummary(TypedDict, total=False):
@@ -1763,7 +1763,7 @@ class TrafficPolicySummary(TypedDict, total=False):
     TrafficPolicyCount: TrafficPolicyVersion
 
 
-TrafficPolicySummaries = List[TrafficPolicySummary]
+TrafficPolicySummaries = list[TrafficPolicySummary]
 
 
 class ListTrafficPoliciesResponse(TypedDict, total=False):
@@ -1775,18 +1775,18 @@ class ListTrafficPoliciesResponse(TypedDict, total=False):
 
 class ListTrafficPolicyInstancesByHostedZoneRequest(ServiceRequest):
     HostedZoneId: ResourceId
-    TrafficPolicyInstanceNameMarker: Optional[DNSName]
-    TrafficPolicyInstanceTypeMarker: Optional[RRType]
-    MaxItems: Optional[PageMaxItems]
+    TrafficPolicyInstanceNameMarker: DNSName | None
+    TrafficPolicyInstanceTypeMarker: RRType | None
+    MaxItems: PageMaxItems | None
 
 
-TrafficPolicyInstances = List[TrafficPolicyInstance]
+TrafficPolicyInstances = list[TrafficPolicyInstance]
 
 
 class ListTrafficPolicyInstancesByHostedZoneResponse(TypedDict, total=False):
     TrafficPolicyInstances: TrafficPolicyInstances
-    TrafficPolicyInstanceNameMarker: Optional[DNSName]
-    TrafficPolicyInstanceTypeMarker: Optional[RRType]
+    TrafficPolicyInstanceNameMarker: DNSName | None
+    TrafficPolicyInstanceTypeMarker: RRType | None
     IsTruncated: PageTruncated
     MaxItems: PageMaxItems
 
@@ -1794,44 +1794,44 @@ class ListTrafficPolicyInstancesByHostedZoneResponse(TypedDict, total=False):
 class ListTrafficPolicyInstancesByPolicyRequest(ServiceRequest):
     TrafficPolicyId: TrafficPolicyId
     TrafficPolicyVersion: TrafficPolicyVersion
-    HostedZoneIdMarker: Optional[ResourceId]
-    TrafficPolicyInstanceNameMarker: Optional[DNSName]
-    TrafficPolicyInstanceTypeMarker: Optional[RRType]
-    MaxItems: Optional[PageMaxItems]
+    HostedZoneIdMarker: ResourceId | None
+    TrafficPolicyInstanceNameMarker: DNSName | None
+    TrafficPolicyInstanceTypeMarker: RRType | None
+    MaxItems: PageMaxItems | None
 
 
 class ListTrafficPolicyInstancesByPolicyResponse(TypedDict, total=False):
     TrafficPolicyInstances: TrafficPolicyInstances
-    HostedZoneIdMarker: Optional[ResourceId]
-    TrafficPolicyInstanceNameMarker: Optional[DNSName]
-    TrafficPolicyInstanceTypeMarker: Optional[RRType]
+    HostedZoneIdMarker: ResourceId | None
+    TrafficPolicyInstanceNameMarker: DNSName | None
+    TrafficPolicyInstanceTypeMarker: RRType | None
     IsTruncated: PageTruncated
     MaxItems: PageMaxItems
 
 
 class ListTrafficPolicyInstancesRequest(ServiceRequest):
-    HostedZoneIdMarker: Optional[ResourceId]
-    TrafficPolicyInstanceNameMarker: Optional[DNSName]
-    TrafficPolicyInstanceTypeMarker: Optional[RRType]
-    MaxItems: Optional[PageMaxItems]
+    HostedZoneIdMarker: ResourceId | None
+    TrafficPolicyInstanceNameMarker: DNSName | None
+    TrafficPolicyInstanceTypeMarker: RRType | None
+    MaxItems: PageMaxItems | None
 
 
 class ListTrafficPolicyInstancesResponse(TypedDict, total=False):
     TrafficPolicyInstances: TrafficPolicyInstances
-    HostedZoneIdMarker: Optional[ResourceId]
-    TrafficPolicyInstanceNameMarker: Optional[DNSName]
-    TrafficPolicyInstanceTypeMarker: Optional[RRType]
+    HostedZoneIdMarker: ResourceId | None
+    TrafficPolicyInstanceNameMarker: DNSName | None
+    TrafficPolicyInstanceTypeMarker: RRType | None
     IsTruncated: PageTruncated
     MaxItems: PageMaxItems
 
 
 class ListTrafficPolicyVersionsRequest(ServiceRequest):
     Id: TrafficPolicyId
-    TrafficPolicyVersionMarker: Optional[TrafficPolicyVersionMarker]
-    MaxItems: Optional[PageMaxItems]
+    TrafficPolicyVersionMarker: TrafficPolicyVersionMarker | None
+    MaxItems: PageMaxItems | None
 
 
-TrafficPolicies = List[TrafficPolicy]
+TrafficPolicies = list[TrafficPolicy]
 
 
 class ListTrafficPolicyVersionsResponse(TypedDict, total=False):
@@ -1843,27 +1843,27 @@ class ListTrafficPolicyVersionsResponse(TypedDict, total=False):
 
 class ListVPCAssociationAuthorizationsRequest(ServiceRequest):
     HostedZoneId: ResourceId
-    NextToken: Optional[PaginationToken]
-    MaxResults: Optional[MaxResults]
+    NextToken: PaginationToken | None
+    MaxResults: MaxResults | None
 
 
 class ListVPCAssociationAuthorizationsResponse(TypedDict, total=False):
     HostedZoneId: ResourceId
-    NextToken: Optional[PaginationToken]
+    NextToken: PaginationToken | None
     VPCs: VPCs
 
 
-RecordData = List[RecordDataEntry]
-ResettableElementNameList = List[ResettableElementName]
+RecordData = list[RecordDataEntry]
+ResettableElementNameList = list[ResettableElementName]
 
 
 class TestDNSAnswerRequest(ServiceRequest):
     HostedZoneId: ResourceId
     RecordName: DNSName
     RecordType: RRType
-    ResolverIP: Optional[IPAddress]
-    EDNS0ClientSubnetIP: Optional[IPAddress]
-    EDNS0ClientSubnetMask: Optional[SubnetMask]
+    ResolverIP: IPAddress | None
+    EDNS0ClientSubnetIP: IPAddress | None
+    EDNS0ClientSubnetMask: SubnetMask | None
 
 
 class TestDNSAnswerResponse(TypedDict, total=False):
@@ -1877,22 +1877,22 @@ class TestDNSAnswerResponse(TypedDict, total=False):
 
 class UpdateHealthCheckRequest(ServiceRequest):
     HealthCheckId: HealthCheckId
-    HealthCheckVersion: Optional[HealthCheckVersion]
-    IPAddress: Optional[IPAddress]
-    Port: Optional[Port]
-    ResourcePath: Optional[ResourcePath]
-    FullyQualifiedDomainName: Optional[FullyQualifiedDomainName]
-    SearchString: Optional[SearchString]
-    FailureThreshold: Optional[FailureThreshold]
-    Inverted: Optional[Inverted]
-    Disabled: Optional[Disabled]
-    HealthThreshold: Optional[HealthThreshold]
-    ChildHealthChecks: Optional[ChildHealthCheckList]
-    EnableSNI: Optional[EnableSNI]
-    Regions: Optional[HealthCheckRegionList]
-    AlarmIdentifier: Optional[AlarmIdentifier]
-    InsufficientDataHealthStatus: Optional[InsufficientDataHealthStatus]
-    ResetElements: Optional[ResettableElementNameList]
+    HealthCheckVersion: HealthCheckVersion | None
+    IPAddress: IPAddress | None
+    Port: Port | None
+    ResourcePath: ResourcePath | None
+    FullyQualifiedDomainName: FullyQualifiedDomainName | None
+    SearchString: SearchString | None
+    FailureThreshold: FailureThreshold | None
+    Inverted: Inverted | None
+    Disabled: Disabled | None
+    HealthThreshold: HealthThreshold | None
+    ChildHealthChecks: ChildHealthCheckList | None
+    EnableSNI: EnableSNI | None
+    Regions: HealthCheckRegionList | None
+    AlarmIdentifier: AlarmIdentifier | None
+    InsufficientDataHealthStatus: InsufficientDataHealthStatus | None
+    ResetElements: ResettableElementNameList | None
 
 
 class UpdateHealthCheckResponse(TypedDict, total=False):
@@ -1901,7 +1901,7 @@ class UpdateHealthCheckResponse(TypedDict, total=False):
 
 class UpdateHostedZoneCommentRequest(ServiceRequest):
     Id: ResourceId
-    Comment: Optional[ResourceDescription]
+    Comment: ResourceDescription | None
 
 
 class UpdateHostedZoneCommentResponse(TypedDict, total=False):
@@ -1930,8 +1930,8 @@ class UpdateTrafficPolicyInstanceResponse(TypedDict, total=False):
 
 
 class Route53Api:
-    service = "route53"
-    version = "2013-04-01"
+    service: str = "route53"
+    version: str = "2013-04-01"
 
     @handler("ActivateKeySigningKey")
     def activate_key_signing_key(
diff --git a/localstack-core/localstack/aws/api/route53resolver/__init__.py b/localstack-core/localstack/aws/api/route53resolver/__init__.py
index 35e718630ef4b..981e617bc3072 100644
--- a/localstack-core/localstack/aws/api/route53resolver/__init__.py
+++ b/localstack-core/localstack/aws/api/route53resolver/__init__.py
@@ -1,5 +1,5 @@
 from enum import StrEnum
-from typing import List, Optional, TypedDict
+from typing import TypedDict
 
 from localstack.aws.api import RequestContext, ServiceException, ServiceRequest, handler
 
@@ -292,7 +292,7 @@ class InvalidParameterException(ServiceException):
     code: str = "InvalidParameterException"
     sender_fault: bool = False
     status_code: int = 400
-    FieldName: Optional[String]
+    FieldName: String | None
 
 
 class InvalidPolicyDocument(ServiceException):
@@ -317,35 +317,35 @@ class LimitExceededException(ServiceException):
     code: str = "LimitExceededException"
     sender_fault: bool = False
     status_code: int = 400
-    ResourceType: Optional[String]
+    ResourceType: String | None
 
 
 class ResourceExistsException(ServiceException):
     code: str = "ResourceExistsException"
     sender_fault: bool = False
     status_code: int = 400
-    ResourceType: Optional[String]
+    ResourceType: String | None
 
 
 class ResourceInUseException(ServiceException):
     code: str = "ResourceInUseException"
     sender_fault: bool = False
     status_code: int = 400
-    ResourceType: Optional[String]
+    ResourceType: String | None
 
 
 class ResourceNotFoundException(ServiceException):
     code: str = "ResourceNotFoundException"
     sender_fault: bool = False
     status_code: int = 400
-    ResourceType: Optional[String]
+    ResourceType: String | None
 
 
 class ResourceUnavailableException(ServiceException):
     code: str = "ResourceUnavailableException"
     sender_fault: bool = False
     status_code: int = 400
-    ResourceType: Optional[String]
+    ResourceType: String | None
 
 
 class ServiceQuotaExceededException(ServiceException):
@@ -377,7 +377,7 @@ class Tag(TypedDict, total=False):
     Value: TagValue
 
 
-TagList = List[Tag]
+TagList = list[Tag]
 
 
 class AssociateFirewallRuleGroupRequest(ServiceRequest):
@@ -386,35 +386,35 @@ class AssociateFirewallRuleGroupRequest(ServiceRequest):
     VpcId: ResourceId
     Priority: Priority
     Name: Name
-    MutationProtection: Optional[MutationProtectionStatus]
-    Tags: Optional[TagList]
+    MutationProtection: MutationProtectionStatus | None
+    Tags: TagList | None
 
 
 class FirewallRuleGroupAssociation(TypedDict, total=False):
-    Id: Optional[ResourceId]
-    Arn: Optional[Arn]
-    FirewallRuleGroupId: Optional[ResourceId]
-    VpcId: Optional[ResourceId]
-    Name: Optional[Name]
-    Priority: Optional[Priority]
-    MutationProtection: Optional[MutationProtectionStatus]
-    ManagedOwnerName: Optional[ServicePrinciple]
-    Status: Optional[FirewallRuleGroupAssociationStatus]
-    StatusMessage: Optional[StatusMessage]
-    CreatorRequestId: Optional[CreatorRequestId]
-    CreationTime: Optional[Rfc3339TimeString]
-    ModificationTime: Optional[Rfc3339TimeString]
+    Id: ResourceId | None
+    Arn: Arn | None
+    FirewallRuleGroupId: ResourceId | None
+    VpcId: ResourceId | None
+    Name: Name | None
+    Priority: Priority | None
+    MutationProtection: MutationProtectionStatus | None
+    ManagedOwnerName: ServicePrinciple | None
+    Status: FirewallRuleGroupAssociationStatus | None
+    StatusMessage: StatusMessage | None
+    CreatorRequestId: CreatorRequestId | None
+    CreationTime: Rfc3339TimeString | None
+    ModificationTime: Rfc3339TimeString | None
 
 
 class AssociateFirewallRuleGroupResponse(TypedDict, total=False):
-    FirewallRuleGroupAssociation: Optional[FirewallRuleGroupAssociation]
+    FirewallRuleGroupAssociation: FirewallRuleGroupAssociation | None
 
 
 class IpAddressUpdate(TypedDict, total=False):
-    IpId: Optional[ResourceId]
-    SubnetId: Optional[SubnetId]
-    Ip: Optional[Ip]
-    Ipv6: Optional[Ipv6]
+    IpId: ResourceId | None
+    SubnetId: SubnetId | None
+    Ip: Ip | None
+    Ipv6: Ipv6 | None
 
 
 class AssociateResolverEndpointIpAddressRequest(ServiceRequest):
@@ -422,31 +422,31 @@ class AssociateResolverEndpointIpAddressRequest(ServiceRequest):
     IpAddress: IpAddressUpdate
 
 
-ProtocolList = List[Protocol]
-SecurityGroupIds = List[ResourceId]
+ProtocolList = list[Protocol]
+SecurityGroupIds = list[ResourceId]
 
 
 class ResolverEndpoint(TypedDict, total=False):
-    Id: Optional[ResourceId]
-    CreatorRequestId: Optional[CreatorRequestId]
-    Arn: Optional[Arn]
-    Name: Optional[Name]
-    SecurityGroupIds: Optional[SecurityGroupIds]
-    Direction: Optional[ResolverEndpointDirection]
-    IpAddressCount: Optional[IpAddressCount]
-    HostVPCId: Optional[ResourceId]
-    Status: Optional[ResolverEndpointStatus]
-    StatusMessage: Optional[StatusMessage]
-    CreationTime: Optional[Rfc3339TimeString]
-    ModificationTime: Optional[Rfc3339TimeString]
-    OutpostArn: Optional[OutpostArn]
-    PreferredInstanceType: Optional[OutpostInstanceType]
-    ResolverEndpointType: Optional[ResolverEndpointType]
-    Protocols: Optional[ProtocolList]
+    Id: ResourceId | None
+    CreatorRequestId: CreatorRequestId | None
+    Arn: Arn | None
+    Name: Name | None
+    SecurityGroupIds: SecurityGroupIds | None
+    Direction: ResolverEndpointDirection | None
+    IpAddressCount: IpAddressCount | None
+    HostVPCId: ResourceId | None
+    Status: ResolverEndpointStatus | None
+    StatusMessage: StatusMessage | None
+    CreationTime: Rfc3339TimeString | None
+    ModificationTime: Rfc3339TimeString | None
+    OutpostArn: OutpostArn | None
+    PreferredInstanceType: OutpostInstanceType | None
+    ResolverEndpointType: ResolverEndpointType | None
+    Protocols: ProtocolList | None
 
 
 class AssociateResolverEndpointIpAddressResponse(TypedDict, total=False):
-    ResolverEndpoint: Optional[ResolverEndpoint]
+    ResolverEndpoint: ResolverEndpoint | None
 
 
 class AssociateResolverQueryLogConfigRequest(ServiceRequest):
@@ -455,245 +455,245 @@ class AssociateResolverQueryLogConfigRequest(ServiceRequest):
 
 
 class ResolverQueryLogConfigAssociation(TypedDict, total=False):
-    Id: Optional[ResourceId]
-    ResolverQueryLogConfigId: Optional[ResourceId]
-    ResourceId: Optional[ResourceId]
-    Status: Optional[ResolverQueryLogConfigAssociationStatus]
-    Error: Optional[ResolverQueryLogConfigAssociationError]
-    ErrorMessage: Optional[ResolverQueryLogConfigAssociationErrorMessage]
-    CreationTime: Optional[Rfc3339TimeString]
+    Id: ResourceId | None
+    ResolverQueryLogConfigId: ResourceId | None
+    ResourceId: ResourceId | None
+    Status: ResolverQueryLogConfigAssociationStatus | None
+    Error: ResolverQueryLogConfigAssociationError | None
+    ErrorMessage: ResolverQueryLogConfigAssociationErrorMessage | None
+    CreationTime: Rfc3339TimeString | None
 
 
 class AssociateResolverQueryLogConfigResponse(TypedDict, total=False):
-    ResolverQueryLogConfigAssociation: Optional[ResolverQueryLogConfigAssociation]
+    ResolverQueryLogConfigAssociation: ResolverQueryLogConfigAssociation | None
 
 
 class AssociateResolverRuleRequest(ServiceRequest):
     ResolverRuleId: ResourceId
-    Name: Optional[Name]
+    Name: Name | None
     VPCId: ResourceId
 
 
 class ResolverRuleAssociation(TypedDict, total=False):
-    Id: Optional[ResourceId]
-    ResolverRuleId: Optional[ResourceId]
-    Name: Optional[Name]
-    VPCId: Optional[ResourceId]
-    Status: Optional[ResolverRuleAssociationStatus]
-    StatusMessage: Optional[StatusMessage]
+    Id: ResourceId | None
+    ResolverRuleId: ResourceId | None
+    Name: Name | None
+    VPCId: ResourceId | None
+    Status: ResolverRuleAssociationStatus | None
+    StatusMessage: StatusMessage | None
 
 
 class AssociateResolverRuleResponse(TypedDict, total=False):
-    ResolverRuleAssociation: Optional[ResolverRuleAssociation]
+    ResolverRuleAssociation: ResolverRuleAssociation | None
 
 
 class CreateFirewallDomainListRequest(ServiceRequest):
     CreatorRequestId: CreatorRequestId
     Name: Name
-    Tags: Optional[TagList]
+    Tags: TagList | None
 
 
 class FirewallDomainList(TypedDict, total=False):
-    Id: Optional[ResourceId]
-    Arn: Optional[Arn]
-    Name: Optional[Name]
-    DomainCount: Optional[Unsigned]
-    Status: Optional[FirewallDomainListStatus]
-    StatusMessage: Optional[StatusMessage]
-    ManagedOwnerName: Optional[ServicePrinciple]
-    CreatorRequestId: Optional[CreatorRequestId]
-    CreationTime: Optional[Rfc3339TimeString]
-    ModificationTime: Optional[Rfc3339TimeString]
+    Id: ResourceId | None
+    Arn: Arn | None
+    Name: Name | None
+    DomainCount: Unsigned | None
+    Status: FirewallDomainListStatus | None
+    StatusMessage: StatusMessage | None
+    ManagedOwnerName: ServicePrinciple | None
+    CreatorRequestId: CreatorRequestId | None
+    CreationTime: Rfc3339TimeString | None
+    ModificationTime: Rfc3339TimeString | None
 
 
 class CreateFirewallDomainListResponse(TypedDict, total=False):
-    FirewallDomainList: Optional[FirewallDomainList]
+    FirewallDomainList: FirewallDomainList | None
 
 
 class CreateFirewallRuleGroupRequest(ServiceRequest):
     CreatorRequestId: CreatorRequestId
     Name: Name
-    Tags: Optional[TagList]
+    Tags: TagList | None
 
 
 class FirewallRuleGroup(TypedDict, total=False):
-    Id: Optional[ResourceId]
-    Arn: Optional[Arn]
-    Name: Optional[Name]
-    RuleCount: Optional[Unsigned]
-    Status: Optional[FirewallRuleGroupStatus]
-    StatusMessage: Optional[StatusMessage]
-    OwnerId: Optional[AccountId]
-    CreatorRequestId: Optional[CreatorRequestId]
-    ShareStatus: Optional[ShareStatus]
-    CreationTime: Optional[Rfc3339TimeString]
-    ModificationTime: Optional[Rfc3339TimeString]
+    Id: ResourceId | None
+    Arn: Arn | None
+    Name: Name | None
+    RuleCount: Unsigned | None
+    Status: FirewallRuleGroupStatus | None
+    StatusMessage: StatusMessage | None
+    OwnerId: AccountId | None
+    CreatorRequestId: CreatorRequestId | None
+    ShareStatus: ShareStatus | None
+    CreationTime: Rfc3339TimeString | None
+    ModificationTime: Rfc3339TimeString | None
 
 
 class CreateFirewallRuleGroupResponse(TypedDict, total=False):
-    FirewallRuleGroup: Optional[FirewallRuleGroup]
+    FirewallRuleGroup: FirewallRuleGroup | None
 
 
 class CreateFirewallRuleRequest(ServiceRequest):
     CreatorRequestId: CreatorRequestId
     FirewallRuleGroupId: ResourceId
-    FirewallDomainListId: Optional[ResourceId]
+    FirewallDomainListId: ResourceId | None
     Priority: Priority
     Action: Action
-    BlockResponse: Optional[BlockResponse]
-    BlockOverrideDomain: Optional[BlockOverrideDomain]
-    BlockOverrideDnsType: Optional[BlockOverrideDnsType]
-    BlockOverrideTtl: Optional[BlockOverrideTtl]
+    BlockResponse: BlockResponse | None
+    BlockOverrideDomain: BlockOverrideDomain | None
+    BlockOverrideDnsType: BlockOverrideDnsType | None
+    BlockOverrideTtl: BlockOverrideTtl | None
     Name: Name
-    FirewallDomainRedirectionAction: Optional[FirewallDomainRedirectionAction]
-    Qtype: Optional[Qtype]
-    DnsThreatProtection: Optional[DnsThreatProtection]
-    ConfidenceThreshold: Optional[ConfidenceThreshold]
+    FirewallDomainRedirectionAction: FirewallDomainRedirectionAction | None
+    Qtype: Qtype | None
+    DnsThreatProtection: DnsThreatProtection | None
+    ConfidenceThreshold: ConfidenceThreshold | None
 
 
 class FirewallRule(TypedDict, total=False):
-    FirewallRuleGroupId: Optional[ResourceId]
-    FirewallDomainListId: Optional[ResourceId]
-    FirewallThreatProtectionId: Optional[ResourceId]
-    Name: Optional[Name]
-    Priority: Optional[Priority]
-    Action: Optional[Action]
-    BlockResponse: Optional[BlockResponse]
-    BlockOverrideDomain: Optional[BlockOverrideDomain]
-    BlockOverrideDnsType: Optional[BlockOverrideDnsType]
-    BlockOverrideTtl: Optional[Unsigned]
-    CreatorRequestId: Optional[CreatorRequestId]
-    CreationTime: Optional[Rfc3339TimeString]
-    ModificationTime: Optional[Rfc3339TimeString]
-    FirewallDomainRedirectionAction: Optional[FirewallDomainRedirectionAction]
-    Qtype: Optional[Qtype]
-    DnsThreatProtection: Optional[DnsThreatProtection]
-    ConfidenceThreshold: Optional[ConfidenceThreshold]
+    FirewallRuleGroupId: ResourceId | None
+    FirewallDomainListId: ResourceId | None
+    FirewallThreatProtectionId: ResourceId | None
+    Name: Name | None
+    Priority: Priority | None
+    Action: Action | None
+    BlockResponse: BlockResponse | None
+    BlockOverrideDomain: BlockOverrideDomain | None
+    BlockOverrideDnsType: BlockOverrideDnsType | None
+    BlockOverrideTtl: Unsigned | None
+    CreatorRequestId: CreatorRequestId | None
+    CreationTime: Rfc3339TimeString | None
+    ModificationTime: Rfc3339TimeString | None
+    FirewallDomainRedirectionAction: FirewallDomainRedirectionAction | None
+    Qtype: Qtype | None
+    DnsThreatProtection: DnsThreatProtection | None
+    ConfidenceThreshold: ConfidenceThreshold | None
 
 
 class CreateFirewallRuleResponse(TypedDict, total=False):
-    FirewallRule: Optional[FirewallRule]
+    FirewallRule: FirewallRule | None
 
 
 class CreateOutpostResolverRequest(ServiceRequest):
     CreatorRequestId: CreatorRequestId
     Name: OutpostResolverName
-    InstanceCount: Optional[InstanceCount]
+    InstanceCount: InstanceCount | None
     PreferredInstanceType: OutpostInstanceType
     OutpostArn: OutpostArn
-    Tags: Optional[TagList]
+    Tags: TagList | None
 
 
 class OutpostResolver(TypedDict, total=False):
-    Arn: Optional[Arn]
-    CreationTime: Optional[Rfc3339TimeString]
-    ModificationTime: Optional[Rfc3339TimeString]
-    CreatorRequestId: Optional[CreatorRequestId]
-    Id: Optional[ResourceId]
-    InstanceCount: Optional[InstanceCount]
-    PreferredInstanceType: Optional[OutpostInstanceType]
-    Name: Optional[OutpostResolverName]
-    Status: Optional[OutpostResolverStatus]
-    StatusMessage: Optional[OutpostResolverStatusMessage]
-    OutpostArn: Optional[OutpostArn]
+    Arn: Arn | None
+    CreationTime: Rfc3339TimeString | None
+    ModificationTime: Rfc3339TimeString | None
+    CreatorRequestId: CreatorRequestId | None
+    Id: ResourceId | None
+    InstanceCount: InstanceCount | None
+    PreferredInstanceType: OutpostInstanceType | None
+    Name: OutpostResolverName | None
+    Status: OutpostResolverStatus | None
+    StatusMessage: OutpostResolverStatusMessage | None
+    OutpostArn: OutpostArn | None
 
 
 class CreateOutpostResolverResponse(TypedDict, total=False):
-    OutpostResolver: Optional[OutpostResolver]
+    OutpostResolver: OutpostResolver | None
 
 
 class IpAddressRequest(TypedDict, total=False):
     SubnetId: SubnetId
-    Ip: Optional[Ip]
-    Ipv6: Optional[Ipv6]
+    Ip: Ip | None
+    Ipv6: Ipv6 | None
 
 
-IpAddressesRequest = List[IpAddressRequest]
+IpAddressesRequest = list[IpAddressRequest]
 
 
 class CreateResolverEndpointRequest(ServiceRequest):
     CreatorRequestId: CreatorRequestId
-    Name: Optional[Name]
+    Name: Name | None
     SecurityGroupIds: SecurityGroupIds
     Direction: ResolverEndpointDirection
     IpAddresses: IpAddressesRequest
-    OutpostArn: Optional[OutpostArn]
-    PreferredInstanceType: Optional[OutpostInstanceType]
-    Tags: Optional[TagList]
-    ResolverEndpointType: Optional[ResolverEndpointType]
-    Protocols: Optional[ProtocolList]
+    OutpostArn: OutpostArn | None
+    PreferredInstanceType: OutpostInstanceType | None
+    Tags: TagList | None
+    ResolverEndpointType: ResolverEndpointType | None
+    Protocols: ProtocolList | None
 
 
 class CreateResolverEndpointResponse(TypedDict, total=False):
-    ResolverEndpoint: Optional[ResolverEndpoint]
+    ResolverEndpoint: ResolverEndpoint | None
 
 
 class CreateResolverQueryLogConfigRequest(ServiceRequest):
     Name: ResolverQueryLogConfigName
     DestinationArn: DestinationArn
     CreatorRequestId: CreatorRequestId
-    Tags: Optional[TagList]
+    Tags: TagList | None
 
 
 class ResolverQueryLogConfig(TypedDict, total=False):
-    Id: Optional[ResourceId]
-    OwnerId: Optional[AccountId]
-    Status: Optional[ResolverQueryLogConfigStatus]
-    ShareStatus: Optional[ShareStatus]
-    AssociationCount: Optional[Count]
-    Arn: Optional[Arn]
-    Name: Optional[ResolverQueryLogConfigName]
-    DestinationArn: Optional[DestinationArn]
-    CreatorRequestId: Optional[CreatorRequestId]
-    CreationTime: Optional[Rfc3339TimeString]
+    Id: ResourceId | None
+    OwnerId: AccountId | None
+    Status: ResolverQueryLogConfigStatus | None
+    ShareStatus: ShareStatus | None
+    AssociationCount: Count | None
+    Arn: Arn | None
+    Name: ResolverQueryLogConfigName | None
+    DestinationArn: DestinationArn | None
+    CreatorRequestId: CreatorRequestId | None
+    CreationTime: Rfc3339TimeString | None
 
 
 class CreateResolverQueryLogConfigResponse(TypedDict, total=False):
-    ResolverQueryLogConfig: Optional[ResolverQueryLogConfig]
+    ResolverQueryLogConfig: ResolverQueryLogConfig | None
 
 
 class TargetAddress(TypedDict, total=False):
-    Ip: Optional[Ip]
-    Port: Optional[Port]
-    Ipv6: Optional[Ipv6]
-    Protocol: Optional[Protocol]
-    ServerNameIndication: Optional[ServerNameIndication]
+    Ip: Ip | None
+    Port: Port | None
+    Ipv6: Ipv6 | None
+    Protocol: Protocol | None
+    ServerNameIndication: ServerNameIndication | None
 
 
-TargetList = List[TargetAddress]
+TargetList = list[TargetAddress]
 
 
 class CreateResolverRuleRequest(ServiceRequest):
     CreatorRequestId: CreatorRequestId
-    Name: Optional[Name]
+    Name: Name | None
     RuleType: RuleTypeOption
-    DomainName: Optional[DomainName]
-    TargetIps: Optional[TargetList]
-    ResolverEndpointId: Optional[ResourceId]
-    Tags: Optional[TagList]
-    DelegationRecord: Optional[DelegationRecord]
+    DomainName: DomainName | None
+    TargetIps: TargetList | None
+    ResolverEndpointId: ResourceId | None
+    Tags: TagList | None
+    DelegationRecord: DelegationRecord | None
 
 
 class ResolverRule(TypedDict, total=False):
-    Id: Optional[ResourceId]
-    CreatorRequestId: Optional[CreatorRequestId]
-    Arn: Optional[Arn]
-    DomainName: Optional[DomainName]
-    Status: Optional[ResolverRuleStatus]
-    StatusMessage: Optional[StatusMessage]
-    RuleType: Optional[RuleTypeOption]
-    Name: Optional[Name]
-    TargetIps: Optional[TargetList]
-    ResolverEndpointId: Optional[ResourceId]
-    OwnerId: Optional[AccountId]
-    ShareStatus: Optional[ShareStatus]
-    CreationTime: Optional[Rfc3339TimeString]
-    ModificationTime: Optional[Rfc3339TimeString]
-    DelegationRecord: Optional[DelegationRecord]
+    Id: ResourceId | None
+    CreatorRequestId: CreatorRequestId | None
+    Arn: Arn | None
+    DomainName: DomainName | None
+    Status: ResolverRuleStatus | None
+    StatusMessage: StatusMessage | None
+    RuleType: RuleTypeOption | None
+    Name: Name | None
+    TargetIps: TargetList | None
+    ResolverEndpointId: ResourceId | None
+    OwnerId: AccountId | None
+    ShareStatus: ShareStatus | None
+    CreationTime: Rfc3339TimeString | None
+    ModificationTime: Rfc3339TimeString | None
+    DelegationRecord: DelegationRecord | None
 
 
 class CreateResolverRuleResponse(TypedDict, total=False):
-    ResolverRule: Optional[ResolverRule]
+    ResolverRule: ResolverRule | None
 
 
 class DeleteFirewallDomainListRequest(ServiceRequest):
@@ -701,7 +701,7 @@ class DeleteFirewallDomainListRequest(ServiceRequest):
 
 
 class DeleteFirewallDomainListResponse(TypedDict, total=False):
-    FirewallDomainList: Optional[FirewallDomainList]
+    FirewallDomainList: FirewallDomainList | None
 
 
 class DeleteFirewallRuleGroupRequest(ServiceRequest):
@@ -709,18 +709,18 @@ class DeleteFirewallRuleGroupRequest(ServiceRequest):
 
 
 class DeleteFirewallRuleGroupResponse(TypedDict, total=False):
-    FirewallRuleGroup: Optional[FirewallRuleGroup]
+    FirewallRuleGroup: FirewallRuleGroup | None
 
 
 class DeleteFirewallRuleRequest(ServiceRequest):
     FirewallRuleGroupId: ResourceId
-    FirewallDomainListId: Optional[ResourceId]
-    FirewallThreatProtectionId: Optional[ResourceId]
-    Qtype: Optional[Qtype]
+    FirewallDomainListId: ResourceId | None
+    FirewallThreatProtectionId: ResourceId | None
+    Qtype: Qtype | None
 
 
 class DeleteFirewallRuleResponse(TypedDict, total=False):
-    FirewallRule: Optional[FirewallRule]
+    FirewallRule: FirewallRule | None
 
 
 class DeleteOutpostResolverRequest(ServiceRequest):
@@ -728,7 +728,7 @@ class DeleteOutpostResolverRequest(ServiceRequest):
 
 
 class DeleteOutpostResolverResponse(TypedDict, total=False):
-    OutpostResolver: Optional[OutpostResolver]
+    OutpostResolver: OutpostResolver | None
 
 
 class DeleteResolverEndpointRequest(ServiceRequest):
@@ -736,7 +736,7 @@ class DeleteResolverEndpointRequest(ServiceRequest):
 
 
 class DeleteResolverEndpointResponse(TypedDict, total=False):
-    ResolverEndpoint: Optional[ResolverEndpoint]
+    ResolverEndpoint: ResolverEndpoint | None
 
 
 class DeleteResolverQueryLogConfigRequest(ServiceRequest):
@@ -744,7 +744,7 @@ class DeleteResolverQueryLogConfigRequest(ServiceRequest):
 
 
 class DeleteResolverQueryLogConfigResponse(TypedDict, total=False):
-    ResolverQueryLogConfig: Optional[ResolverQueryLogConfig]
+    ResolverQueryLogConfig: ResolverQueryLogConfig | None
 
 
 class DeleteResolverRuleRequest(ServiceRequest):
@@ -752,7 +752,7 @@ class DeleteResolverRuleRequest(ServiceRequest):
 
 
 class DeleteResolverRuleResponse(TypedDict, total=False):
-    ResolverRule: Optional[ResolverRule]
+    ResolverRule: ResolverRule | None
 
 
 class DisassociateFirewallRuleGroupRequest(ServiceRequest):
@@ -760,7 +760,7 @@ class DisassociateFirewallRuleGroupRequest(ServiceRequest):
 
 
 class DisassociateFirewallRuleGroupResponse(TypedDict, total=False):
-    FirewallRuleGroupAssociation: Optional[FirewallRuleGroupAssociation]
+    FirewallRuleGroupAssociation: FirewallRuleGroupAssociation | None
 
 
 class DisassociateResolverEndpointIpAddressRequest(ServiceRequest):
@@ -769,7 +769,7 @@ class DisassociateResolverEndpointIpAddressRequest(ServiceRequest):
 
 
 class DisassociateResolverEndpointIpAddressResponse(TypedDict, total=False):
-    ResolverEndpoint: Optional[ResolverEndpoint]
+    ResolverEndpoint: ResolverEndpoint | None
 
 
 class DisassociateResolverQueryLogConfigRequest(ServiceRequest):
@@ -778,7 +778,7 @@ class DisassociateResolverQueryLogConfigRequest(ServiceRequest):
 
 
 class DisassociateResolverQueryLogConfigResponse(TypedDict, total=False):
-    ResolverQueryLogConfigAssociation: Optional[ResolverQueryLogConfigAssociation]
+    ResolverQueryLogConfigAssociation: ResolverQueryLogConfigAssociation | None
 
 
 class DisassociateResolverRuleRequest(ServiceRequest):
@@ -787,54 +787,54 @@ class DisassociateResolverRuleRequest(ServiceRequest):
 
 
 class DisassociateResolverRuleResponse(TypedDict, total=False):
-    ResolverRuleAssociation: Optional[ResolverRuleAssociation]
+    ResolverRuleAssociation: ResolverRuleAssociation | None
 
 
-FilterValues = List[FilterValue]
+FilterValues = list[FilterValue]
 
 
 class Filter(TypedDict, total=False):
-    Name: Optional[FilterName]
-    Values: Optional[FilterValues]
+    Name: FilterName | None
+    Values: FilterValues | None
 
 
-Filters = List[Filter]
+Filters = list[Filter]
 
 
 class FirewallConfig(TypedDict, total=False):
-    Id: Optional[ResourceId]
-    ResourceId: Optional[ResourceId]
-    OwnerId: Optional[AccountId]
-    FirewallFailOpen: Optional[FirewallFailOpenStatus]
+    Id: ResourceId | None
+    ResourceId: ResourceId | None
+    OwnerId: AccountId | None
+    FirewallFailOpen: FirewallFailOpenStatus | None
 
 
-FirewallConfigList = List[FirewallConfig]
+FirewallConfigList = list[FirewallConfig]
 
 
 class FirewallDomainListMetadata(TypedDict, total=False):
-    Id: Optional[ResourceId]
-    Arn: Optional[Arn]
-    Name: Optional[Name]
-    CreatorRequestId: Optional[CreatorRequestId]
-    ManagedOwnerName: Optional[ServicePrinciple]
+    Id: ResourceId | None
+    Arn: Arn | None
+    Name: Name | None
+    CreatorRequestId: CreatorRequestId | None
+    ManagedOwnerName: ServicePrinciple | None
 
 
-FirewallDomainListMetadataList = List[FirewallDomainListMetadata]
-FirewallDomains = List[FirewallDomainName]
-FirewallRuleGroupAssociations = List[FirewallRuleGroupAssociation]
+FirewallDomainListMetadataList = list[FirewallDomainListMetadata]
+FirewallDomains = list[FirewallDomainName]
+FirewallRuleGroupAssociations = list[FirewallRuleGroupAssociation]
 
 
 class FirewallRuleGroupMetadata(TypedDict, total=False):
-    Id: Optional[ResourceId]
-    Arn: Optional[Arn]
-    Name: Optional[Name]
-    OwnerId: Optional[AccountId]
-    CreatorRequestId: Optional[CreatorRequestId]
-    ShareStatus: Optional[ShareStatus]
+    Id: ResourceId | None
+    Arn: Arn | None
+    Name: Name | None
+    OwnerId: AccountId | None
+    CreatorRequestId: CreatorRequestId | None
+    ShareStatus: ShareStatus | None
 
 
-FirewallRuleGroupMetadataList = List[FirewallRuleGroupMetadata]
-FirewallRules = List[FirewallRule]
+FirewallRuleGroupMetadataList = list[FirewallRuleGroupMetadata]
+FirewallRules = list[FirewallRule]
 
 
 class GetFirewallConfigRequest(ServiceRequest):
@@ -842,7 +842,7 @@ class GetFirewallConfigRequest(ServiceRequest):
 
 
 class GetFirewallConfigResponse(TypedDict, total=False):
-    FirewallConfig: Optional[FirewallConfig]
+    FirewallConfig: FirewallConfig | None
 
 
 class GetFirewallDomainListRequest(ServiceRequest):
@@ -850,7 +850,7 @@ class GetFirewallDomainListRequest(ServiceRequest):
 
 
 class GetFirewallDomainListResponse(TypedDict, total=False):
-    FirewallDomainList: Optional[FirewallDomainList]
+    FirewallDomainList: FirewallDomainList | None
 
 
 class GetFirewallRuleGroupAssociationRequest(ServiceRequest):
@@ -858,7 +858,7 @@ class GetFirewallRuleGroupAssociationRequest(ServiceRequest):
 
 
 class GetFirewallRuleGroupAssociationResponse(TypedDict, total=False):
-    FirewallRuleGroupAssociation: Optional[FirewallRuleGroupAssociation]
+    FirewallRuleGroupAssociation: FirewallRuleGroupAssociation | None
 
 
 class GetFirewallRuleGroupPolicyRequest(ServiceRequest):
@@ -866,7 +866,7 @@ class GetFirewallRuleGroupPolicyRequest(ServiceRequest):
 
 
 class GetFirewallRuleGroupPolicyResponse(TypedDict, total=False):
-    FirewallRuleGroupPolicy: Optional[FirewallRuleGroupPolicy]
+    FirewallRuleGroupPolicy: FirewallRuleGroupPolicy | None
 
 
 class GetFirewallRuleGroupRequest(ServiceRequest):
@@ -874,7 +874,7 @@ class GetFirewallRuleGroupRequest(ServiceRequest):
 
 
 class GetFirewallRuleGroupResponse(TypedDict, total=False):
-    FirewallRuleGroup: Optional[FirewallRuleGroup]
+    FirewallRuleGroup: FirewallRuleGroup | None
 
 
 class GetOutpostResolverRequest(ServiceRequest):
@@ -882,7 +882,7 @@ class GetOutpostResolverRequest(ServiceRequest):
 
 
 class GetOutpostResolverResponse(TypedDict, total=False):
-    OutpostResolver: Optional[OutpostResolver]
+    OutpostResolver: OutpostResolver | None
 
 
 class GetResolverConfigRequest(ServiceRequest):
@@ -890,14 +890,14 @@ class GetResolverConfigRequest(ServiceRequest):
 
 
 class ResolverConfig(TypedDict, total=False):
-    Id: Optional[ResourceId]
-    ResourceId: Optional[ResourceId]
-    OwnerId: Optional[AccountId]
-    AutodefinedReverse: Optional[ResolverAutodefinedReverseStatus]
+    Id: ResourceId | None
+    ResourceId: ResourceId | None
+    OwnerId: AccountId | None
+    AutodefinedReverse: ResolverAutodefinedReverseStatus | None
 
 
 class GetResolverConfigResponse(TypedDict, total=False):
-    ResolverConfig: Optional[ResolverConfig]
+    ResolverConfig: ResolverConfig | None
 
 
 class GetResolverDnssecConfigRequest(ServiceRequest):
@@ -905,14 +905,14 @@ class GetResolverDnssecConfigRequest(ServiceRequest):
 
 
 class ResolverDnssecConfig(TypedDict, total=False):
-    Id: Optional[ResourceId]
-    OwnerId: Optional[AccountId]
-    ResourceId: Optional[ResourceId]
-    ValidationStatus: Optional[ResolverDNSSECValidationStatus]
+    Id: ResourceId | None
+    OwnerId: AccountId | None
+    ResourceId: ResourceId | None
+    ValidationStatus: ResolverDNSSECValidationStatus | None
 
 
 class GetResolverDnssecConfigResponse(TypedDict, total=False):
-    ResolverDNSSECConfig: Optional[ResolverDnssecConfig]
+    ResolverDNSSECConfig: ResolverDnssecConfig | None
 
 
 class GetResolverEndpointRequest(ServiceRequest):
@@ -920,7 +920,7 @@ class GetResolverEndpointRequest(ServiceRequest):
 
 
 class GetResolverEndpointResponse(TypedDict, total=False):
-    ResolverEndpoint: Optional[ResolverEndpoint]
+    ResolverEndpoint: ResolverEndpoint | None
 
 
 class GetResolverQueryLogConfigAssociationRequest(ServiceRequest):
@@ -928,7 +928,7 @@ class GetResolverQueryLogConfigAssociationRequest(ServiceRequest):
 
 
 class GetResolverQueryLogConfigAssociationResponse(TypedDict, total=False):
-    ResolverQueryLogConfigAssociation: Optional[ResolverQueryLogConfigAssociation]
+    ResolverQueryLogConfigAssociation: ResolverQueryLogConfigAssociation | None
 
 
 class GetResolverQueryLogConfigPolicyRequest(ServiceRequest):
@@ -936,7 +936,7 @@ class GetResolverQueryLogConfigPolicyRequest(ServiceRequest):
 
 
 class GetResolverQueryLogConfigPolicyResponse(TypedDict, total=False):
-    ResolverQueryLogConfigPolicy: Optional[ResolverQueryLogConfigPolicy]
+    ResolverQueryLogConfigPolicy: ResolverQueryLogConfigPolicy | None
 
 
 class GetResolverQueryLogConfigRequest(ServiceRequest):
@@ -944,7 +944,7 @@ class GetResolverQueryLogConfigRequest(ServiceRequest):
 
 
 class GetResolverQueryLogConfigResponse(TypedDict, total=False):
-    ResolverQueryLogConfig: Optional[ResolverQueryLogConfig]
+    ResolverQueryLogConfig: ResolverQueryLogConfig | None
 
 
 class GetResolverRuleAssociationRequest(ServiceRequest):
@@ -952,7 +952,7 @@ class GetResolverRuleAssociationRequest(ServiceRequest):
 
 
 class GetResolverRuleAssociationResponse(TypedDict, total=False):
-    ResolverRuleAssociation: Optional[ResolverRuleAssociation]
+    ResolverRuleAssociation: ResolverRuleAssociation | None
 
 
 class GetResolverRulePolicyRequest(ServiceRequest):
@@ -960,7 +960,7 @@ class GetResolverRulePolicyRequest(ServiceRequest):
 
 
 class GetResolverRulePolicyResponse(TypedDict, total=False):
-    ResolverRulePolicy: Optional[ResolverRulePolicy]
+    ResolverRulePolicy: ResolverRulePolicy | None
 
 
 class GetResolverRuleRequest(ServiceRequest):
@@ -968,7 +968,7 @@ class GetResolverRuleRequest(ServiceRequest):
 
 
 class GetResolverRuleResponse(TypedDict, total=False):
-    ResolverRule: Optional[ResolverRule]
+    ResolverRule: ResolverRule | None
 
 
 class ImportFirewallDomainsRequest(ServiceRequest):
@@ -978,237 +978,237 @@ class ImportFirewallDomainsRequest(ServiceRequest):
 
 
 class ImportFirewallDomainsResponse(TypedDict, total=False):
-    Id: Optional[ResourceId]
-    Name: Optional[Name]
-    Status: Optional[FirewallDomainListStatus]
-    StatusMessage: Optional[StatusMessage]
+    Id: ResourceId | None
+    Name: Name | None
+    Status: FirewallDomainListStatus | None
+    StatusMessage: StatusMessage | None
 
 
 class IpAddressResponse(TypedDict, total=False):
-    IpId: Optional[ResourceId]
-    SubnetId: Optional[SubnetId]
-    Ip: Optional[Ip]
-    Ipv6: Optional[Ipv6]
-    Status: Optional[IpAddressStatus]
-    StatusMessage: Optional[StatusMessage]
-    CreationTime: Optional[Rfc3339TimeString]
-    ModificationTime: Optional[Rfc3339TimeString]
+    IpId: ResourceId | None
+    SubnetId: SubnetId | None
+    Ip: Ip | None
+    Ipv6: Ipv6 | None
+    Status: IpAddressStatus | None
+    StatusMessage: StatusMessage | None
+    CreationTime: Rfc3339TimeString | None
+    ModificationTime: Rfc3339TimeString | None
 
 
-IpAddressesResponse = List[IpAddressResponse]
+IpAddressesResponse = list[IpAddressResponse]
 
 
 class ListFirewallConfigsRequest(ServiceRequest):
-    MaxResults: Optional[ListFirewallConfigsMaxResult]
-    NextToken: Optional[NextToken]
+    MaxResults: ListFirewallConfigsMaxResult | None
+    NextToken: NextToken | None
 
 
 class ListFirewallConfigsResponse(TypedDict, total=False):
-    NextToken: Optional[NextToken]
-    FirewallConfigs: Optional[FirewallConfigList]
+    NextToken: NextToken | None
+    FirewallConfigs: FirewallConfigList | None
 
 
 class ListFirewallDomainListsRequest(ServiceRequest):
-    MaxResults: Optional[MaxResults]
-    NextToken: Optional[NextToken]
+    MaxResults: MaxResults | None
+    NextToken: NextToken | None
 
 
 class ListFirewallDomainListsResponse(TypedDict, total=False):
-    NextToken: Optional[NextToken]
-    FirewallDomainLists: Optional[FirewallDomainListMetadataList]
+    NextToken: NextToken | None
+    FirewallDomainLists: FirewallDomainListMetadataList | None
 
 
 class ListFirewallDomainsRequest(ServiceRequest):
     FirewallDomainListId: ResourceId
-    MaxResults: Optional[ListDomainMaxResults]
-    NextToken: Optional[NextToken]
+    MaxResults: ListDomainMaxResults | None
+    NextToken: NextToken | None
 
 
 class ListFirewallDomainsResponse(TypedDict, total=False):
-    NextToken: Optional[NextToken]
-    Domains: Optional[FirewallDomains]
+    NextToken: NextToken | None
+    Domains: FirewallDomains | None
 
 
 class ListFirewallRuleGroupAssociationsRequest(ServiceRequest):
-    FirewallRuleGroupId: Optional[ResourceId]
-    VpcId: Optional[ResourceId]
-    Priority: Optional[Priority]
-    Status: Optional[FirewallRuleGroupAssociationStatus]
-    MaxResults: Optional[MaxResults]
-    NextToken: Optional[NextToken]
+    FirewallRuleGroupId: ResourceId | None
+    VpcId: ResourceId | None
+    Priority: Priority | None
+    Status: FirewallRuleGroupAssociationStatus | None
+    MaxResults: MaxResults | None
+    NextToken: NextToken | None
 
 
 class ListFirewallRuleGroupAssociationsResponse(TypedDict, total=False):
-    NextToken: Optional[NextToken]
-    FirewallRuleGroupAssociations: Optional[FirewallRuleGroupAssociations]
+    NextToken: NextToken | None
+    FirewallRuleGroupAssociations: FirewallRuleGroupAssociations | None
 
 
 class ListFirewallRuleGroupsRequest(ServiceRequest):
-    MaxResults: Optional[MaxResults]
-    NextToken: Optional[NextToken]
+    MaxResults: MaxResults | None
+    NextToken: NextToken | None
 
 
 class ListFirewallRuleGroupsResponse(TypedDict, total=False):
-    NextToken: Optional[NextToken]
-    FirewallRuleGroups: Optional[FirewallRuleGroupMetadataList]
+    NextToken: NextToken | None
+    FirewallRuleGroups: FirewallRuleGroupMetadataList | None
 
 
 class ListFirewallRulesRequest(ServiceRequest):
     FirewallRuleGroupId: ResourceId
-    Priority: Optional[Priority]
-    Action: Optional[Action]
-    MaxResults: Optional[MaxResults]
-    NextToken: Optional[NextToken]
+    Priority: Priority | None
+    Action: Action | None
+    MaxResults: MaxResults | None
+    NextToken: NextToken | None
 
 
 class ListFirewallRulesResponse(TypedDict, total=False):
-    NextToken: Optional[NextToken]
-    FirewallRules: Optional[FirewallRules]
+    NextToken: NextToken | None
+    FirewallRules: FirewallRules | None
 
 
 class ListOutpostResolversRequest(ServiceRequest):
-    OutpostArn: Optional[OutpostArn]
-    MaxResults: Optional[MaxResults]
-    NextToken: Optional[NextToken]
+    OutpostArn: OutpostArn | None
+    MaxResults: MaxResults | None
+    NextToken: NextToken | None
 
 
-OutpostResolverList = List[OutpostResolver]
+OutpostResolverList = list[OutpostResolver]
 
 
 class ListOutpostResolversResponse(TypedDict, total=False):
-    OutpostResolvers: Optional[OutpostResolverList]
-    NextToken: Optional[NextToken]
+    OutpostResolvers: OutpostResolverList | None
+    NextToken: NextToken | None
 
 
 class ListResolverConfigsRequest(ServiceRequest):
-    MaxResults: Optional[ListResolverConfigsMaxResult]
-    NextToken: Optional[NextToken]
+    MaxResults: ListResolverConfigsMaxResult | None
+    NextToken: NextToken | None
 
 
-ResolverConfigList = List[ResolverConfig]
+ResolverConfigList = list[ResolverConfig]
 
 
 class ListResolverConfigsResponse(TypedDict, total=False):
-    NextToken: Optional[NextToken]
-    ResolverConfigs: Optional[ResolverConfigList]
+    NextToken: NextToken | None
+    ResolverConfigs: ResolverConfigList | None
 
 
 class ListResolverDnssecConfigsRequest(ServiceRequest):
-    MaxResults: Optional[MaxResults]
-    NextToken: Optional[NextToken]
-    Filters: Optional[Filters]
+    MaxResults: MaxResults | None
+    NextToken: NextToken | None
+    Filters: Filters | None
 
 
-ResolverDnssecConfigList = List[ResolverDnssecConfig]
+ResolverDnssecConfigList = list[ResolverDnssecConfig]
 
 
 class ListResolverDnssecConfigsResponse(TypedDict, total=False):
-    NextToken: Optional[NextToken]
-    ResolverDnssecConfigs: Optional[ResolverDnssecConfigList]
+    NextToken: NextToken | None
+    ResolverDnssecConfigs: ResolverDnssecConfigList | None
 
 
 class ListResolverEndpointIpAddressesRequest(ServiceRequest):
     ResolverEndpointId: ResourceId
-    MaxResults: Optional[MaxResults]
-    NextToken: Optional[NextToken]
+    MaxResults: MaxResults | None
+    NextToken: NextToken | None
 
 
 class ListResolverEndpointIpAddressesResponse(TypedDict, total=False):
-    NextToken: Optional[NextToken]
-    MaxResults: Optional[MaxResults]
-    IpAddresses: Optional[IpAddressesResponse]
+    NextToken: NextToken | None
+    MaxResults: MaxResults | None
+    IpAddresses: IpAddressesResponse | None
 
 
 class ListResolverEndpointsRequest(ServiceRequest):
-    MaxResults: Optional[MaxResults]
-    NextToken: Optional[NextToken]
-    Filters: Optional[Filters]
+    MaxResults: MaxResults | None
+    NextToken: NextToken | None
+    Filters: Filters | None
 
 
-ResolverEndpoints = List[ResolverEndpoint]
+ResolverEndpoints = list[ResolverEndpoint]
 
 
 class ListResolverEndpointsResponse(TypedDict, total=False):
-    NextToken: Optional[NextToken]
-    MaxResults: Optional[MaxResults]
-    ResolverEndpoints: Optional[ResolverEndpoints]
+    NextToken: NextToken | None
+    MaxResults: MaxResults | None
+    ResolverEndpoints: ResolverEndpoints | None
 
 
 class ListResolverQueryLogConfigAssociationsRequest(ServiceRequest):
-    MaxResults: Optional[MaxResults]
-    NextToken: Optional[NextToken]
-    Filters: Optional[Filters]
-    SortBy: Optional[SortByKey]
-    SortOrder: Optional[SortOrder]
+    MaxResults: MaxResults | None
+    NextToken: NextToken | None
+    Filters: Filters | None
+    SortBy: SortByKey | None
+    SortOrder: SortOrder | None
 
 
-ResolverQueryLogConfigAssociationList = List[ResolverQueryLogConfigAssociation]
+ResolverQueryLogConfigAssociationList = list[ResolverQueryLogConfigAssociation]
 
 
 class ListResolverQueryLogConfigAssociationsResponse(TypedDict, total=False):
-    NextToken: Optional[NextToken]
-    TotalCount: Optional[Count]
-    TotalFilteredCount: Optional[Count]
-    ResolverQueryLogConfigAssociations: Optional[ResolverQueryLogConfigAssociationList]
+    NextToken: NextToken | None
+    TotalCount: Count | None
+    TotalFilteredCount: Count | None
+    ResolverQueryLogConfigAssociations: ResolverQueryLogConfigAssociationList | None
 
 
 class ListResolverQueryLogConfigsRequest(ServiceRequest):
-    MaxResults: Optional[MaxResults]
-    NextToken: Optional[NextToken]
-    Filters: Optional[Filters]
-    SortBy: Optional[SortByKey]
-    SortOrder: Optional[SortOrder]
+    MaxResults: MaxResults | None
+    NextToken: NextToken | None
+    Filters: Filters | None
+    SortBy: SortByKey | None
+    SortOrder: SortOrder | None
 
 
-ResolverQueryLogConfigList = List[ResolverQueryLogConfig]
+ResolverQueryLogConfigList = list[ResolverQueryLogConfig]
 
 
 class ListResolverQueryLogConfigsResponse(TypedDict, total=False):
-    NextToken: Optional[NextToken]
-    TotalCount: Optional[Count]
-    TotalFilteredCount: Optional[Count]
-    ResolverQueryLogConfigs: Optional[ResolverQueryLogConfigList]
+    NextToken: NextToken | None
+    TotalCount: Count | None
+    TotalFilteredCount: Count | None
+    ResolverQueryLogConfigs: ResolverQueryLogConfigList | None
 
 
 class ListResolverRuleAssociationsRequest(ServiceRequest):
-    MaxResults: Optional[MaxResults]
-    NextToken: Optional[NextToken]
-    Filters: Optional[Filters]
+    MaxResults: MaxResults | None
+    NextToken: NextToken | None
+    Filters: Filters | None
 
 
-ResolverRuleAssociations = List[ResolverRuleAssociation]
+ResolverRuleAssociations = list[ResolverRuleAssociation]
 
 
 class ListResolverRuleAssociationsResponse(TypedDict, total=False):
-    NextToken: Optional[NextToken]
-    MaxResults: Optional[MaxResults]
-    ResolverRuleAssociations: Optional[ResolverRuleAssociations]
+    NextToken: NextToken | None
+    MaxResults: MaxResults | None
+    ResolverRuleAssociations: ResolverRuleAssociations | None
 
 
 class ListResolverRulesRequest(ServiceRequest):
-    MaxResults: Optional[MaxResults]
-    NextToken: Optional[NextToken]
-    Filters: Optional[Filters]
+    MaxResults: MaxResults | None
+    NextToken: NextToken | None
+    Filters: Filters | None
 
 
-ResolverRules = List[ResolverRule]
+ResolverRules = list[ResolverRule]
 
 
 class ListResolverRulesResponse(TypedDict, total=False):
-    NextToken: Optional[NextToken]
-    MaxResults: Optional[MaxResults]
-    ResolverRules: Optional[ResolverRules]
+    NextToken: NextToken | None
+    MaxResults: MaxResults | None
+    ResolverRules: ResolverRules | None
 
 
 class ListTagsForResourceRequest(ServiceRequest):
     ResourceArn: Arn
-    MaxResults: Optional[MaxResults]
-    NextToken: Optional[NextToken]
+    MaxResults: MaxResults | None
+    NextToken: NextToken | None
 
 
 class ListTagsForResourceResponse(TypedDict, total=False):
-    Tags: Optional[TagList]
-    NextToken: Optional[NextToken]
+    Tags: TagList | None
+    NextToken: NextToken | None
 
 
 class PutFirewallRuleGroupPolicyRequest(ServiceRequest):
@@ -1217,7 +1217,7 @@ class PutFirewallRuleGroupPolicyRequest(ServiceRequest):
 
 
 class PutFirewallRuleGroupPolicyResponse(TypedDict, total=False):
-    ReturnValue: Optional[Boolean]
+    ReturnValue: Boolean | None
 
 
 class PutResolverQueryLogConfigPolicyRequest(ServiceRequest):
@@ -1226,7 +1226,7 @@ class PutResolverQueryLogConfigPolicyRequest(ServiceRequest):
 
 
 class PutResolverQueryLogConfigPolicyResponse(TypedDict, total=False):
-    ReturnValue: Optional[Boolean]
+    ReturnValue: Boolean | None
 
 
 class PutResolverRulePolicyRequest(ServiceRequest):
@@ -1235,16 +1235,16 @@ class PutResolverRulePolicyRequest(ServiceRequest):
 
 
 class PutResolverRulePolicyResponse(TypedDict, total=False):
-    ReturnValue: Optional[Boolean]
+    ReturnValue: Boolean | None
 
 
 class ResolverRuleConfig(TypedDict, total=False):
-    Name: Optional[Name]
-    TargetIps: Optional[TargetList]
-    ResolverEndpointId: Optional[ResourceId]
+    Name: Name | None
+    TargetIps: TargetList | None
+    ResolverEndpointId: ResourceId | None
 
 
-TagKeyList = List[TagKey]
+TagKeyList = list[TagKey]
 
 
 class TagResourceRequest(ServiceRequest):
@@ -1271,7 +1271,7 @@ class UpdateFirewallConfigRequest(ServiceRequest):
 
 
 class UpdateFirewallConfigResponse(TypedDict, total=False):
-    FirewallConfig: Optional[FirewallConfig]
+    FirewallConfig: FirewallConfig | None
 
 
 class UpdateFirewallDomainsRequest(ServiceRequest):
@@ -1281,42 +1281,42 @@ class UpdateFirewallDomainsRequest(ServiceRequest):
 
 
 class UpdateFirewallDomainsResponse(TypedDict, total=False):
-    Id: Optional[ResourceId]
-    Name: Optional[Name]
-    Status: Optional[FirewallDomainListStatus]
-    StatusMessage: Optional[StatusMessage]
+    Id: ResourceId | None
+    Name: Name | None
+    Status: FirewallDomainListStatus | None
+    StatusMessage: StatusMessage | None
 
 
 class UpdateFirewallRuleGroupAssociationRequest(ServiceRequest):
     FirewallRuleGroupAssociationId: ResourceId
-    Priority: Optional[Priority]
-    MutationProtection: Optional[MutationProtectionStatus]
-    Name: Optional[Name]
+    Priority: Priority | None
+    MutationProtection: MutationProtectionStatus | None
+    Name: Name | None
 
 
 class UpdateFirewallRuleGroupAssociationResponse(TypedDict, total=False):
-    FirewallRuleGroupAssociation: Optional[FirewallRuleGroupAssociation]
+    FirewallRuleGroupAssociation: FirewallRuleGroupAssociation | None
 
 
 class UpdateFirewallRuleRequest(ServiceRequest):
     FirewallRuleGroupId: ResourceId
-    FirewallDomainListId: Optional[ResourceId]
-    FirewallThreatProtectionId: Optional[ResourceId]
-    Priority: Optional[Priority]
-    Action: Optional[Action]
-    BlockResponse: Optional[BlockResponse]
-    BlockOverrideDomain: Optional[BlockOverrideDomain]
-    BlockOverrideDnsType: Optional[BlockOverrideDnsType]
-    BlockOverrideTtl: Optional[BlockOverrideTtl]
-    Name: Optional[Name]
-    FirewallDomainRedirectionAction: Optional[FirewallDomainRedirectionAction]
-    Qtype: Optional[Qtype]
-    DnsThreatProtection: Optional[DnsThreatProtection]
-    ConfidenceThreshold: Optional[ConfidenceThreshold]
+    FirewallDomainListId: ResourceId | None
+    FirewallThreatProtectionId: ResourceId | None
+    Priority: Priority | None
+    Action: Action | None
+    BlockResponse: BlockResponse | None
+    BlockOverrideDomain: BlockOverrideDomain | None
+    BlockOverrideDnsType: BlockOverrideDnsType | None
+    BlockOverrideTtl: BlockOverrideTtl | None
+    Name: Name | None
+    FirewallDomainRedirectionAction: FirewallDomainRedirectionAction | None
+    Qtype: Qtype | None
+    DnsThreatProtection: DnsThreatProtection | None
+    ConfidenceThreshold: ConfidenceThreshold | None
 
 
 class UpdateFirewallRuleResponse(TypedDict, total=False):
-    FirewallRule: Optional[FirewallRule]
+    FirewallRule: FirewallRule | None
 
 
 class UpdateIpAddress(TypedDict, total=False):
@@ -1324,18 +1324,18 @@ class UpdateIpAddress(TypedDict, total=False):
     Ipv6: Ipv6
 
 
-UpdateIpAddresses = List[UpdateIpAddress]
+UpdateIpAddresses = list[UpdateIpAddress]
 
 
 class UpdateOutpostResolverRequest(ServiceRequest):
     Id: ResourceId
-    Name: Optional[OutpostResolverName]
-    InstanceCount: Optional[InstanceCount]
-    PreferredInstanceType: Optional[OutpostInstanceType]
+    Name: OutpostResolverName | None
+    InstanceCount: InstanceCount | None
+    PreferredInstanceType: OutpostInstanceType | None
 
 
 class UpdateOutpostResolverResponse(TypedDict, total=False):
-    OutpostResolver: Optional[OutpostResolver]
+    OutpostResolver: OutpostResolver | None
 
 
 class UpdateResolverConfigRequest(ServiceRequest):
@@ -1344,7 +1344,7 @@ class UpdateResolverConfigRequest(ServiceRequest):
 
 
 class UpdateResolverConfigResponse(TypedDict, total=False):
-    ResolverConfig: Optional[ResolverConfig]
+    ResolverConfig: ResolverConfig | None
 
 
 class UpdateResolverDnssecConfigRequest(ServiceRequest):
@@ -1353,19 +1353,19 @@ class UpdateResolverDnssecConfigRequest(ServiceRequest):
 
 
 class UpdateResolverDnssecConfigResponse(TypedDict, total=False):
-    ResolverDNSSECConfig: Optional[ResolverDnssecConfig]
+    ResolverDNSSECConfig: ResolverDnssecConfig | None
 
 
 class UpdateResolverEndpointRequest(ServiceRequest):
     ResolverEndpointId: ResourceId
-    Name: Optional[Name]
-    ResolverEndpointType: Optional[ResolverEndpointType]
-    UpdateIpAddresses: Optional[UpdateIpAddresses]
-    Protocols: Optional[ProtocolList]
+    Name: Name | None
+    ResolverEndpointType: ResolverEndpointType | None
+    UpdateIpAddresses: UpdateIpAddresses | None
+    Protocols: ProtocolList | None
 
 
 class UpdateResolverEndpointResponse(TypedDict, total=False):
-    ResolverEndpoint: Optional[ResolverEndpoint]
+    ResolverEndpoint: ResolverEndpoint | None
 
 
 class UpdateResolverRuleRequest(ServiceRequest):
@@ -1374,12 +1374,12 @@ class UpdateResolverRuleRequest(ServiceRequest):
 
 
 class UpdateResolverRuleResponse(TypedDict, total=False):
-    ResolverRule: Optional[ResolverRule]
+    ResolverRule: ResolverRule | None
 
 
 class Route53ResolverApi:
-    service = "route53resolver"
-    version = "2018-04-01"
+    service: str = "route53resolver"
+    version: str = "2018-04-01"
 
     @handler("AssociateFirewallRuleGroup")
     def associate_firewall_rule_group(
diff --git a/localstack-core/localstack/aws/api/s3/__init__.py b/localstack-core/localstack/aws/api/s3/__init__.py
index 15b5da4e9e0f6..e11f51e8dc33c 100644
--- a/localstack-core/localstack/aws/api/s3/__init__.py
+++ b/localstack-core/localstack/aws/api/s3/__init__.py
@@ -1,6 +1,7 @@
+from collections.abc import Iterable, Iterator
 from datetime import datetime
 from enum import StrEnum
-from typing import IO, Dict, Iterable, Iterator, List, Optional, TypedDict, Union
+from typing import IO, TypedDict
 
 from localstack.aws.api import RequestContext, ServiceException, ServiceRequest, handler
 
@@ -673,7 +674,7 @@ class BucketAlreadyOwnedByYou(ServiceException):
     code: str = "BucketAlreadyOwnedByYou"
     sender_fault: bool = False
     status_code: int = 409
-    BucketName: Optional[BucketName]
+    BucketName: BucketName | None
 
 
 class EncryptionTypeMismatch(ServiceException):
@@ -692,8 +693,8 @@ class InvalidObjectState(ServiceException):
     code: str = "InvalidObjectState"
     sender_fault: bool = False
     status_code: int = 403
-    StorageClass: Optional[StorageClass]
-    AccessTier: Optional[IntelligentTieringAccessTier]
+    StorageClass: StorageClass | None
+    AccessTier: IntelligentTieringAccessTier | None
 
 
 class InvalidRequest(ServiceException):
@@ -712,23 +713,23 @@ class NoSuchBucket(ServiceException):
     code: str = "NoSuchBucket"
     sender_fault: bool = False
     status_code: int = 404
-    BucketName: Optional[BucketName]
+    BucketName: BucketName | None
 
 
 class NoSuchKey(ServiceException):
     code: str = "NoSuchKey"
     sender_fault: bool = False
     status_code: int = 404
-    Key: Optional[ObjectKey]
-    DeleteMarker: Optional[DeleteMarker]
-    VersionId: Optional[ObjectVersionId]
+    Key: ObjectKey | None
+    DeleteMarker: DeleteMarker | None
+    VersionId: ObjectVersionId | None
 
 
 class NoSuchUpload(ServiceException):
     code: str = "NoSuchUpload"
     sender_fault: bool = False
     status_code: int = 404
-    UploadId: Optional[MultipartUploadId]
+    UploadId: MultipartUploadId | None
 
 
 class ObjectAlreadyInActiveTierError(ServiceException):
@@ -753,29 +754,29 @@ class NoSuchLifecycleConfiguration(ServiceException):
     code: str = "NoSuchLifecycleConfiguration"
     sender_fault: bool = False
     status_code: int = 404
-    BucketName: Optional[BucketName]
+    BucketName: BucketName | None
 
 
 class InvalidBucketName(ServiceException):
     code: str = "InvalidBucketName"
     sender_fault: bool = False
     status_code: int = 400
-    BucketName: Optional[BucketName]
+    BucketName: BucketName | None
 
 
 class NoSuchVersion(ServiceException):
     code: str = "NoSuchVersion"
     sender_fault: bool = False
     status_code: int = 404
-    VersionId: Optional[ObjectVersionId]
-    Key: Optional[ObjectKey]
+    VersionId: ObjectVersionId | None
+    Key: ObjectKey | None
 
 
 class PreconditionFailed(ServiceException):
     code: str = "PreconditionFailed"
     sender_fault: bool = False
     status_code: int = 412
-    Condition: Optional[IfCondition]
+    Condition: IfCondition | None
 
 
 ObjectSize = int
@@ -785,30 +786,30 @@ class InvalidRange(ServiceException):
     code: str = "InvalidRange"
     sender_fault: bool = False
     status_code: int = 416
-    ActualObjectSize: Optional[ObjectSize]
-    RangeRequested: Optional[ContentRange]
+    ActualObjectSize: ObjectSize | None
+    RangeRequested: ContentRange | None
 
 
 class InvalidArgument(ServiceException):
     code: str = "InvalidArgument"
     sender_fault: bool = False
     status_code: int = 400
-    ArgumentName: Optional[ArgumentName]
-    ArgumentValue: Optional[ArgumentValue]
-    HostId: Optional[HostId]
+    ArgumentName: ArgumentName | None
+    ArgumentValue: ArgumentValue | None
+    HostId: HostId | None
 
 
 class SignatureDoesNotMatch(ServiceException):
     code: str = "SignatureDoesNotMatch"
     sender_fault: bool = False
     status_code: int = 403
-    AWSAccessKeyId: Optional[AWSAccessKeyId]
-    CanonicalRequest: Optional[CanonicalRequest]
-    CanonicalRequestBytes: Optional[CanonicalRequestBytes]
-    HostId: Optional[HostId]
-    SignatureProvided: Optional[SignatureProvided]
-    StringToSign: Optional[StringToSign]
-    StringToSignBytes: Optional[StringToSignBytes]
+    AWSAccessKeyId: AWSAccessKeyId | None
+    CanonicalRequest: CanonicalRequest | None
+    CanonicalRequestBytes: CanonicalRequestBytes | None
+    HostId: HostId | None
+    SignatureProvided: SignatureProvided | None
+    StringToSign: StringToSign | None
+    StringToSignBytes: StringToSignBytes | None
 
 
 ServerTime = datetime
@@ -819,109 +820,109 @@ class AccessDenied(ServiceException):
     code: str = "AccessDenied"
     sender_fault: bool = False
     status_code: int = 403
-    Expires: Optional[Expires]
-    ServerTime: Optional[ServerTime]
-    X_Amz_Expires: Optional[X_Amz_Expires]
-    HostId: Optional[HostId]
-    HeadersNotSigned: Optional[HeadersNotSigned]
+    Expires: Expires | None
+    ServerTime: ServerTime | None
+    X_Amz_Expires: X_Amz_Expires | None
+    HostId: HostId | None
+    HeadersNotSigned: HeadersNotSigned | None
 
 
 class AuthorizationQueryParametersError(ServiceException):
     code: str = "AuthorizationQueryParametersError"
     sender_fault: bool = False
     status_code: int = 400
-    HostId: Optional[HostId]
+    HostId: HostId | None
 
 
 class NoSuchWebsiteConfiguration(ServiceException):
     code: str = "NoSuchWebsiteConfiguration"
     sender_fault: bool = False
     status_code: int = 404
-    BucketName: Optional[BucketName]
+    BucketName: BucketName | None
 
 
 class ReplicationConfigurationNotFoundError(ServiceException):
     code: str = "ReplicationConfigurationNotFoundError"
     sender_fault: bool = False
     status_code: int = 404
-    BucketName: Optional[BucketName]
+    BucketName: BucketName | None
 
 
 class BadRequest(ServiceException):
     code: str = "BadRequest"
     sender_fault: bool = False
     status_code: int = 400
-    HostId: Optional[HostId]
+    HostId: HostId | None
 
 
 class AccessForbidden(ServiceException):
     code: str = "AccessForbidden"
     sender_fault: bool = False
     status_code: int = 403
-    HostId: Optional[HostId]
-    Method: Optional[HttpMethod]
-    ResourceType: Optional[ResourceType]
+    HostId: HostId | None
+    Method: HttpMethod | None
+    ResourceType: ResourceType | None
 
 
 class NoSuchCORSConfiguration(ServiceException):
     code: str = "NoSuchCORSConfiguration"
     sender_fault: bool = False
     status_code: int = 404
-    BucketName: Optional[BucketName]
+    BucketName: BucketName | None
 
 
 class MissingSecurityHeader(ServiceException):
     code: str = "MissingSecurityHeader"
     sender_fault: bool = False
     status_code: int = 400
-    MissingHeaderName: Optional[MissingHeaderName]
+    MissingHeaderName: MissingHeaderName | None
 
 
 class InvalidPartOrder(ServiceException):
     code: str = "InvalidPartOrder"
     sender_fault: bool = False
     status_code: int = 400
-    UploadId: Optional[MultipartUploadId]
+    UploadId: MultipartUploadId | None
 
 
 class InvalidStorageClass(ServiceException):
     code: str = "InvalidStorageClass"
     sender_fault: bool = False
     status_code: int = 400
-    StorageClassRequested: Optional[StorageClass]
+    StorageClassRequested: StorageClass | None
 
 
 class MethodNotAllowed(ServiceException):
     code: str = "MethodNotAllowed"
     sender_fault: bool = False
     status_code: int = 405
-    Method: Optional[HttpMethod]
-    ResourceType: Optional[ResourceType]
-    DeleteMarker: Optional[DeleteMarker]
-    VersionId: Optional[ObjectVersionId]
-    Allow: Optional[HttpMethod]
+    Method: HttpMethod | None
+    ResourceType: ResourceType | None
+    DeleteMarker: DeleteMarker | None
+    VersionId: ObjectVersionId | None
+    Allow: HttpMethod | None
 
 
 class CrossLocationLoggingProhibitted(ServiceException):
     code: str = "CrossLocationLoggingProhibitted"
     sender_fault: bool = False
     status_code: int = 403
-    TargetBucketLocation: Optional[BucketRegion]
-    SourceBucketLocation: Optional[BucketRegion]
+    TargetBucketLocation: BucketRegion | None
+    SourceBucketLocation: BucketRegion | None
 
 
 class InvalidTargetBucketForLogging(ServiceException):
     code: str = "InvalidTargetBucketForLogging"
     sender_fault: bool = False
     status_code: int = 400
-    TargetBucket: Optional[BucketName]
+    TargetBucket: BucketName | None
 
 
 class BucketNotEmpty(ServiceException):
     code: str = "BucketNotEmpty"
     sender_fault: bool = False
     status_code: int = 409
-    BucketName: Optional[BucketName]
+    BucketName: BucketName | None
 
 
 ProposedSize = int
@@ -932,152 +933,152 @@ class EntityTooSmall(ServiceException):
     code: str = "EntityTooSmall"
     sender_fault: bool = False
     status_code: int = 400
-    ETag: Optional[ETag]
-    MinSizeAllowed: Optional[MinSizeAllowed]
-    PartNumber: Optional[PartNumber]
-    ProposedSize: Optional[ProposedSize]
+    ETag: ETag | None
+    MinSizeAllowed: MinSizeAllowed | None
+    PartNumber: PartNumber | None
+    ProposedSize: ProposedSize | None
 
 
 class InvalidPart(ServiceException):
     code: str = "InvalidPart"
     sender_fault: bool = False
     status_code: int = 400
-    ETag: Optional[ETag]
-    UploadId: Optional[MultipartUploadId]
-    PartNumber: Optional[PartNumber]
+    ETag: ETag | None
+    UploadId: MultipartUploadId | None
+    PartNumber: PartNumber | None
 
 
 class NoSuchTagSet(ServiceException):
     code: str = "NoSuchTagSet"
     sender_fault: bool = False
     status_code: int = 404
-    BucketName: Optional[BucketName]
+    BucketName: BucketName | None
 
 
 class InvalidTag(ServiceException):
     code: str = "InvalidTag"
     sender_fault: bool = False
     status_code: int = 400
-    TagKey: Optional[ObjectKey]
-    TagValue: Optional[Value]
+    TagKey: ObjectKey | None
+    TagValue: Value | None
 
 
 class ObjectLockConfigurationNotFoundError(ServiceException):
     code: str = "ObjectLockConfigurationNotFoundError"
     sender_fault: bool = False
     status_code: int = 404
-    BucketName: Optional[BucketName]
+    BucketName: BucketName | None
 
 
 class InvalidPartNumber(ServiceException):
     code: str = "InvalidPartNumber"
     sender_fault: bool = False
     status_code: int = 416
-    PartNumberRequested: Optional[PartNumber]
-    ActualPartCount: Optional[PartNumber]
+    PartNumberRequested: PartNumber | None
+    ActualPartCount: PartNumber | None
 
 
 class OwnershipControlsNotFoundError(ServiceException):
     code: str = "OwnershipControlsNotFoundError"
     sender_fault: bool = False
     status_code: int = 404
-    BucketName: Optional[BucketName]
+    BucketName: BucketName | None
 
 
 class NoSuchPublicAccessBlockConfiguration(ServiceException):
     code: str = "NoSuchPublicAccessBlockConfiguration"
     sender_fault: bool = False
     status_code: int = 404
-    BucketName: Optional[BucketName]
+    BucketName: BucketName | None
 
 
 class NoSuchBucketPolicy(ServiceException):
     code: str = "NoSuchBucketPolicy"
     sender_fault: bool = False
     status_code: int = 404
-    BucketName: Optional[BucketName]
+    BucketName: BucketName | None
 
 
 class InvalidDigest(ServiceException):
     code: str = "InvalidDigest"
     sender_fault: bool = False
     status_code: int = 400
-    Content_MD5: Optional[ContentMD5]
+    Content_MD5: ContentMD5 | None
 
 
 class KeyTooLongError(ServiceException):
     code: str = "KeyTooLongError"
     sender_fault: bool = False
     status_code: int = 400
-    MaxSizeAllowed: Optional[KeyLength]
-    Size: Optional[KeyLength]
+    MaxSizeAllowed: KeyLength | None
+    Size: KeyLength | None
 
 
 class InvalidLocationConstraint(ServiceException):
     code: str = "InvalidLocationConstraint"
     sender_fault: bool = False
     status_code: int = 400
-    LocationConstraint: Optional[BucketRegion]
+    LocationConstraint: BucketRegion | None
 
 
 class EntityTooLarge(ServiceException):
     code: str = "EntityTooLarge"
     sender_fault: bool = False
     status_code: int = 400
-    MaxSizeAllowed: Optional[KeyLength]
-    HostId: Optional[HostId]
-    ProposedSize: Optional[ProposedSize]
+    MaxSizeAllowed: KeyLength | None
+    HostId: HostId | None
+    ProposedSize: ProposedSize | None
 
 
 class InvalidEncryptionAlgorithmError(ServiceException):
     code: str = "InvalidEncryptionAlgorithmError"
     sender_fault: bool = False
     status_code: int = 400
-    ArgumentName: Optional[ArgumentName]
-    ArgumentValue: Optional[ArgumentValue]
+    ArgumentName: ArgumentName | None
+    ArgumentValue: ArgumentValue | None
 
 
 class NotImplemented(ServiceException):
     code: str = "NotImplemented"
     sender_fault: bool = False
     status_code: int = 501
-    Header: Optional[Header]
-    additionalMessage: Optional[additionalMessage]
+    Header: Header | None
+    additionalMessage: additionalMessage | None
 
 
 class ConditionalRequestConflict(ServiceException):
     code: str = "ConditionalRequestConflict"
     sender_fault: bool = False
     status_code: int = 409
-    Condition: Optional[IfCondition]
-    Key: Optional[ObjectKey]
+    Condition: IfCondition | None
+    Key: ObjectKey | None
 
 
 class BadDigest(ServiceException):
     code: str = "BadDigest"
     sender_fault: bool = False
     status_code: int = 400
-    ExpectedDigest: Optional[ContentMD5]
-    CalculatedDigest: Optional[ContentMD5]
+    ExpectedDigest: ContentMD5 | None
+    CalculatedDigest: ContentMD5 | None
 
 
 class AuthorizationHeaderMalformed(ServiceException):
     code: str = "AuthorizationHeaderMalformed"
     sender_fault: bool = False
     status_code: int = 400
-    Region: Optional[BucketRegion]
-    HostId: Optional[HostId]
+    Region: BucketRegion | None
+    HostId: HostId | None
 
 
 AbortDate = datetime
 
 
 class AbortIncompleteMultipartUpload(TypedDict, total=False):
-    DaysAfterInitiation: Optional[DaysAfterInitiation]
+    DaysAfterInitiation: DaysAfterInitiation | None
 
 
 class AbortMultipartUploadOutput(TypedDict, total=False):
-    RequestCharged: Optional[RequestCharged]
+    RequestCharged: RequestCharged | None
 
 
 IfMatchInitiatedTime = datetime
@@ -1087,48 +1088,48 @@ class AbortMultipartUploadRequest(ServiceRequest):
     Bucket: BucketName
     Key: ObjectKey
     UploadId: MultipartUploadId
-    RequestPayer: Optional[RequestPayer]
-    ExpectedBucketOwner: Optional[AccountId]
-    IfMatchInitiatedTime: Optional[IfMatchInitiatedTime]
+    RequestPayer: RequestPayer | None
+    ExpectedBucketOwner: AccountId | None
+    IfMatchInitiatedTime: IfMatchInitiatedTime | None
 
 
 class AccelerateConfiguration(TypedDict, total=False):
-    Status: Optional[BucketAccelerateStatus]
+    Status: BucketAccelerateStatus | None
 
 
 class Owner(TypedDict, total=False):
-    DisplayName: Optional[DisplayName]
-    ID: Optional[ID]
+    DisplayName: DisplayName | None
+    ID: ID | None
 
 
 class Grantee(TypedDict, total=False):
-    DisplayName: Optional[DisplayName]
-    EmailAddress: Optional[EmailAddress]
-    ID: Optional[ID]
+    DisplayName: DisplayName | None
+    EmailAddress: EmailAddress | None
+    ID: ID | None
     Type: Type
-    URI: Optional[URI]
+    URI: URI | None
 
 
 class Grant(TypedDict, total=False):
-    Grantee: Optional[Grantee]
-    Permission: Optional[Permission]
+    Grantee: Grantee | None
+    Permission: Permission | None
 
 
-Grants = List[Grant]
+Grants = list[Grant]
 
 
 class AccessControlPolicy(TypedDict, total=False):
-    Grants: Optional[Grants]
-    Owner: Optional[Owner]
+    Grants: Grants | None
+    Owner: Owner | None
 
 
 class AccessControlTranslation(TypedDict, total=False):
     Owner: OwnerOverride
 
 
-AllowedHeaders = List[AllowedHeader]
-AllowedMethods = List[AllowedMethod]
-AllowedOrigins = List[AllowedOrigin]
+AllowedHeaders = list[AllowedHeader]
+AllowedMethods = list[AllowedMethod]
+AllowedOrigins = list[AllowedOrigin]
 
 
 class Tag(TypedDict, total=False):
@@ -1136,19 +1137,19 @@ class Tag(TypedDict, total=False):
     Value: Value
 
 
-TagSet = List[Tag]
+TagSet = list[Tag]
 
 
 class AnalyticsAndOperator(TypedDict, total=False):
-    Prefix: Optional[Prefix]
-    Tags: Optional[TagSet]
+    Prefix: Prefix | None
+    Tags: TagSet | None
 
 
 class AnalyticsS3BucketDestination(TypedDict, total=False):
     Format: AnalyticsS3ExportFileFormat
-    BucketAccountId: Optional[AccountId]
+    BucketAccountId: AccountId | None
     Bucket: BucketName
-    Prefix: Optional[Prefix]
+    Prefix: Prefix | None
 
 
 class AnalyticsExportDestination(TypedDict, total=False):
@@ -1161,98 +1162,98 @@ class StorageClassAnalysisDataExport(TypedDict, total=False):
 
 
 class StorageClassAnalysis(TypedDict, total=False):
-    DataExport: Optional[StorageClassAnalysisDataExport]
+    DataExport: StorageClassAnalysisDataExport | None
 
 
 class AnalyticsFilter(TypedDict, total=False):
-    Prefix: Optional[Prefix]
-    Tag: Optional[Tag]
-    And: Optional[AnalyticsAndOperator]
+    Prefix: Prefix | None
+    Tag: Tag | None
+    And: AnalyticsAndOperator | None
 
 
 class AnalyticsConfiguration(TypedDict, total=False):
     Id: AnalyticsId
-    Filter: Optional[AnalyticsFilter]
+    Filter: AnalyticsFilter | None
     StorageClassAnalysis: StorageClassAnalysis
 
 
-AnalyticsConfigurationList = List[AnalyticsConfiguration]
+AnalyticsConfigurationList = list[AnalyticsConfiguration]
 Body = bytes
 CreationDate = datetime
 
 
 class Bucket(TypedDict, total=False):
-    Name: Optional[BucketName]
-    CreationDate: Optional[CreationDate]
-    BucketRegion: Optional[BucketRegion]
-    BucketArn: Optional[S3RegionalOrS3ExpressBucketArnString]
+    Name: BucketName | None
+    CreationDate: CreationDate | None
+    BucketRegion: BucketRegion | None
+    BucketArn: S3RegionalOrS3ExpressBucketArnString | None
 
 
 class BucketInfo(TypedDict, total=False):
-    DataRedundancy: Optional[DataRedundancy]
-    Type: Optional[BucketType]
+    DataRedundancy: DataRedundancy | None
+    Type: BucketType | None
 
 
 class NoncurrentVersionExpiration(TypedDict, total=False):
-    NoncurrentDays: Optional[Days]
-    NewerNoncurrentVersions: Optional[VersionCount]
+    NoncurrentDays: Days | None
+    NewerNoncurrentVersions: VersionCount | None
 
 
 class NoncurrentVersionTransition(TypedDict, total=False):
-    NoncurrentDays: Optional[Days]
-    StorageClass: Optional[TransitionStorageClass]
-    NewerNoncurrentVersions: Optional[VersionCount]
+    NoncurrentDays: Days | None
+    StorageClass: TransitionStorageClass | None
+    NewerNoncurrentVersions: VersionCount | None
 
 
-NoncurrentVersionTransitionList = List[NoncurrentVersionTransition]
+NoncurrentVersionTransitionList = list[NoncurrentVersionTransition]
 Date = datetime
 
 
 class Transition(TypedDict, total=False):
-    Date: Optional[Date]
-    Days: Optional[Days]
-    StorageClass: Optional[TransitionStorageClass]
+    Date: Date | None
+    Days: Days | None
+    StorageClass: TransitionStorageClass | None
 
 
-TransitionList = List[Transition]
+TransitionList = list[Transition]
 ObjectSizeLessThanBytes = int
 ObjectSizeGreaterThanBytes = int
 
 
 class LifecycleRuleAndOperator(TypedDict, total=False):
-    Prefix: Optional[Prefix]
-    Tags: Optional[TagSet]
-    ObjectSizeGreaterThan: Optional[ObjectSizeGreaterThanBytes]
-    ObjectSizeLessThan: Optional[ObjectSizeLessThanBytes]
+    Prefix: Prefix | None
+    Tags: TagSet | None
+    ObjectSizeGreaterThan: ObjectSizeGreaterThanBytes | None
+    ObjectSizeLessThan: ObjectSizeLessThanBytes | None
 
 
 class LifecycleRuleFilter(TypedDict, total=False):
-    Prefix: Optional[Prefix]
-    Tag: Optional[Tag]
-    ObjectSizeGreaterThan: Optional[ObjectSizeGreaterThanBytes]
-    ObjectSizeLessThan: Optional[ObjectSizeLessThanBytes]
-    And: Optional[LifecycleRuleAndOperator]
+    Prefix: Prefix | None
+    Tag: Tag | None
+    ObjectSizeGreaterThan: ObjectSizeGreaterThanBytes | None
+    ObjectSizeLessThan: ObjectSizeLessThanBytes | None
+    And: LifecycleRuleAndOperator | None
 
 
 class LifecycleExpiration(TypedDict, total=False):
-    Date: Optional[Date]
-    Days: Optional[Days]
-    ExpiredObjectDeleteMarker: Optional[ExpiredObjectDeleteMarker]
+    Date: Date | None
+    Days: Days | None
+    ExpiredObjectDeleteMarker: ExpiredObjectDeleteMarker | None
 
 
 class LifecycleRule(TypedDict, total=False):
-    Expiration: Optional[LifecycleExpiration]
-    ID: Optional[ID]
-    Prefix: Optional[Prefix]
-    Filter: Optional[LifecycleRuleFilter]
+    Expiration: LifecycleExpiration | None
+    ID: ID | None
+    Prefix: Prefix | None
+    Filter: LifecycleRuleFilter | None
     Status: ExpirationStatus
-    Transitions: Optional[TransitionList]
-    NoncurrentVersionTransitions: Optional[NoncurrentVersionTransitionList]
-    NoncurrentVersionExpiration: Optional[NoncurrentVersionExpiration]
-    AbortIncompleteMultipartUpload: Optional[AbortIncompleteMultipartUpload]
+    Transitions: TransitionList | None
+    NoncurrentVersionTransitions: NoncurrentVersionTransitionList | None
+    NoncurrentVersionExpiration: NoncurrentVersionExpiration | None
+    AbortIncompleteMultipartUpload: AbortIncompleteMultipartUpload | None
 
 
-LifecycleRules = List[LifecycleRule]
+LifecycleRules = list[LifecycleRule]
 
 
 class BucketLifecycleConfiguration(TypedDict, total=False):
@@ -1260,7 +1261,7 @@ class BucketLifecycleConfiguration(TypedDict, total=False):
 
 
 class PartitionedPrefix(TypedDict, total=False):
-    PartitionDateSource: Optional[PartitionDateSource]
+    PartitionDateSource: PartitionDateSource | None
 
 
 class SimplePrefix(TypedDict, total=False):
@@ -1268,46 +1269,46 @@ class SimplePrefix(TypedDict, total=False):
 
 
 class TargetObjectKeyFormat(TypedDict, total=False):
-    SimplePrefix: Optional[SimplePrefix]
-    PartitionedPrefix: Optional[PartitionedPrefix]
+    SimplePrefix: SimplePrefix | None
+    PartitionedPrefix: PartitionedPrefix | None
 
 
 class TargetGrant(TypedDict, total=False):
-    Grantee: Optional[Grantee]
-    Permission: Optional[BucketLogsPermission]
+    Grantee: Grantee | None
+    Permission: BucketLogsPermission | None
 
 
-TargetGrants = List[TargetGrant]
+TargetGrants = list[TargetGrant]
 
 
 class LoggingEnabled(TypedDict, total=False):
     TargetBucket: TargetBucket
-    TargetGrants: Optional[TargetGrants]
+    TargetGrants: TargetGrants | None
     TargetPrefix: TargetPrefix
-    TargetObjectKeyFormat: Optional[TargetObjectKeyFormat]
+    TargetObjectKeyFormat: TargetObjectKeyFormat | None
 
 
 class BucketLoggingStatus(TypedDict, total=False):
-    LoggingEnabled: Optional[LoggingEnabled]
+    LoggingEnabled: LoggingEnabled | None
 
 
-Buckets = List[Bucket]
+Buckets = list[Bucket]
 BytesProcessed = int
 BytesReturned = int
 BytesScanned = int
-ExposeHeaders = List[ExposeHeader]
+ExposeHeaders = list[ExposeHeader]
 
 
 class CORSRule(TypedDict, total=False):
-    ID: Optional[ID]
-    AllowedHeaders: Optional[AllowedHeaders]
+    ID: ID | None
+    AllowedHeaders: AllowedHeaders | None
     AllowedMethods: AllowedMethods
     AllowedOrigins: AllowedOrigins
-    ExposeHeaders: Optional[ExposeHeaders]
-    MaxAgeSeconds: Optional[MaxAgeSeconds]
+    ExposeHeaders: ExposeHeaders | None
+    MaxAgeSeconds: MaxAgeSeconds | None
 
 
-CORSRules = List[CORSRule]
+CORSRules = list[CORSRule]
 
 
 class CORSConfiguration(TypedDict, total=False):
@@ -1315,114 +1316,114 @@ class CORSConfiguration(TypedDict, total=False):
 
 
 class CSVInput(TypedDict, total=False):
-    FileHeaderInfo: Optional[FileHeaderInfo]
-    Comments: Optional[Comments]
-    QuoteEscapeCharacter: Optional[QuoteEscapeCharacter]
-    RecordDelimiter: Optional[RecordDelimiter]
-    FieldDelimiter: Optional[FieldDelimiter]
-    QuoteCharacter: Optional[QuoteCharacter]
-    AllowQuotedRecordDelimiter: Optional[AllowQuotedRecordDelimiter]
+    FileHeaderInfo: FileHeaderInfo | None
+    Comments: Comments | None
+    QuoteEscapeCharacter: QuoteEscapeCharacter | None
+    RecordDelimiter: RecordDelimiter | None
+    FieldDelimiter: FieldDelimiter | None
+    QuoteCharacter: QuoteCharacter | None
+    AllowQuotedRecordDelimiter: AllowQuotedRecordDelimiter | None
 
 
 class CSVOutput(TypedDict, total=False):
-    QuoteFields: Optional[QuoteFields]
-    QuoteEscapeCharacter: Optional[QuoteEscapeCharacter]
-    RecordDelimiter: Optional[RecordDelimiter]
-    FieldDelimiter: Optional[FieldDelimiter]
-    QuoteCharacter: Optional[QuoteCharacter]
+    QuoteFields: QuoteFields | None
+    QuoteEscapeCharacter: QuoteEscapeCharacter | None
+    RecordDelimiter: RecordDelimiter | None
+    FieldDelimiter: FieldDelimiter | None
+    QuoteCharacter: QuoteCharacter | None
 
 
 class Checksum(TypedDict, total=False):
-    ChecksumCRC32: Optional[ChecksumCRC32]
-    ChecksumCRC32C: Optional[ChecksumCRC32C]
-    ChecksumCRC64NVME: Optional[ChecksumCRC64NVME]
-    ChecksumSHA1: Optional[ChecksumSHA1]
-    ChecksumSHA256: Optional[ChecksumSHA256]
-    ChecksumType: Optional[ChecksumType]
+    ChecksumCRC32: ChecksumCRC32 | None
+    ChecksumCRC32C: ChecksumCRC32C | None
+    ChecksumCRC64NVME: ChecksumCRC64NVME | None
+    ChecksumSHA1: ChecksumSHA1 | None
+    ChecksumSHA256: ChecksumSHA256 | None
+    ChecksumType: ChecksumType | None
 
 
-ChecksumAlgorithmList = List[ChecksumAlgorithm]
-EventList = List[Event]
+ChecksumAlgorithmList = list[ChecksumAlgorithm]
+EventList = list[Event]
 
 
 class CloudFunctionConfiguration(TypedDict, total=False):
-    Id: Optional[NotificationId]
-    Event: Optional[Event]
-    Events: Optional[EventList]
-    CloudFunction: Optional[CloudFunction]
-    InvocationRole: Optional[CloudFunctionInvocationRole]
+    Id: NotificationId | None
+    Event: Event | None
+    Events: EventList | None
+    CloudFunction: CloudFunction | None
+    InvocationRole: CloudFunctionInvocationRole | None
 
 
 class CommonPrefix(TypedDict, total=False):
-    Prefix: Optional[Prefix]
+    Prefix: Prefix | None
 
 
-CommonPrefixList = List[CommonPrefix]
+CommonPrefixList = list[CommonPrefix]
 
 
 class CompleteMultipartUploadOutput(TypedDict, total=False):
-    Location: Optional[Location]
-    Bucket: Optional[BucketName]
-    Key: Optional[ObjectKey]
-    Expiration: Optional[Expiration]
-    ETag: Optional[ETag]
-    ChecksumCRC32: Optional[ChecksumCRC32]
-    ChecksumCRC32C: Optional[ChecksumCRC32C]
-    ChecksumCRC64NVME: Optional[ChecksumCRC64NVME]
-    ChecksumSHA1: Optional[ChecksumSHA1]
-    ChecksumSHA256: Optional[ChecksumSHA256]
-    ChecksumType: Optional[ChecksumType]
-    ServerSideEncryption: Optional[ServerSideEncryption]
-    VersionId: Optional[ObjectVersionId]
-    SSEKMSKeyId: Optional[SSEKMSKeyId]
-    BucketKeyEnabled: Optional[BucketKeyEnabled]
-    RequestCharged: Optional[RequestCharged]
+    Location: Location | None
+    Bucket: BucketName | None
+    Key: ObjectKey | None
+    Expiration: Expiration | None
+    ETag: ETag | None
+    ChecksumCRC32: ChecksumCRC32 | None
+    ChecksumCRC32C: ChecksumCRC32C | None
+    ChecksumCRC64NVME: ChecksumCRC64NVME | None
+    ChecksumSHA1: ChecksumSHA1 | None
+    ChecksumSHA256: ChecksumSHA256 | None
+    ChecksumType: ChecksumType | None
+    ServerSideEncryption: ServerSideEncryption | None
+    VersionId: ObjectVersionId | None
+    SSEKMSKeyId: SSEKMSKeyId | None
+    BucketKeyEnabled: BucketKeyEnabled | None
+    RequestCharged: RequestCharged | None
 
 
 MpuObjectSize = int
 
 
 class CompletedPart(TypedDict, total=False):
-    ETag: Optional[ETag]
-    ChecksumCRC32: Optional[ChecksumCRC32]
-    ChecksumCRC32C: Optional[ChecksumCRC32C]
-    ChecksumCRC64NVME: Optional[ChecksumCRC64NVME]
-    ChecksumSHA1: Optional[ChecksumSHA1]
-    ChecksumSHA256: Optional[ChecksumSHA256]
-    PartNumber: Optional[PartNumber]
+    ETag: ETag | None
+    ChecksumCRC32: ChecksumCRC32 | None
+    ChecksumCRC32C: ChecksumCRC32C | None
+    ChecksumCRC64NVME: ChecksumCRC64NVME | None
+    ChecksumSHA1: ChecksumSHA1 | None
+    ChecksumSHA256: ChecksumSHA256 | None
+    PartNumber: PartNumber | None
 
 
-CompletedPartList = List[CompletedPart]
+CompletedPartList = list[CompletedPart]
 
 
 class CompletedMultipartUpload(TypedDict, total=False):
-    Parts: Optional[CompletedPartList]
+    Parts: CompletedPartList | None
 
 
 class CompleteMultipartUploadRequest(ServiceRequest):
     Bucket: BucketName
     Key: ObjectKey
-    MultipartUpload: Optional[CompletedMultipartUpload]
+    MultipartUpload: CompletedMultipartUpload | None
     UploadId: MultipartUploadId
-    ChecksumCRC32: Optional[ChecksumCRC32]
-    ChecksumCRC32C: Optional[ChecksumCRC32C]
-    ChecksumCRC64NVME: Optional[ChecksumCRC64NVME]
-    ChecksumSHA1: Optional[ChecksumSHA1]
-    ChecksumSHA256: Optional[ChecksumSHA256]
-    ChecksumType: Optional[ChecksumType]
-    MpuObjectSize: Optional[MpuObjectSize]
-    RequestPayer: Optional[RequestPayer]
-    ExpectedBucketOwner: Optional[AccountId]
-    IfMatch: Optional[IfMatch]
-    IfNoneMatch: Optional[IfNoneMatch]
-    SSECustomerAlgorithm: Optional[SSECustomerAlgorithm]
-    SSECustomerKey: Optional[SSECustomerKey]
-    SSECustomerKeyMD5: Optional[SSECustomerKeyMD5]
+    ChecksumCRC32: ChecksumCRC32 | None
+    ChecksumCRC32C: ChecksumCRC32C | None
+    ChecksumCRC64NVME: ChecksumCRC64NVME | None
+    ChecksumSHA1: ChecksumSHA1 | None
+    ChecksumSHA256: ChecksumSHA256 | None
+    ChecksumType: ChecksumType | None
+    MpuObjectSize: MpuObjectSize | None
+    RequestPayer: RequestPayer | None
+    ExpectedBucketOwner: AccountId | None
+    IfMatch: IfMatch | None
+    IfNoneMatch: IfNoneMatch | None
+    SSECustomerAlgorithm: SSECustomerAlgorithm | None
+    SSECustomerKey: SSECustomerKey | None
+    SSECustomerKeyMD5: SSECustomerKeyMD5 | None
 
 
 class Condition(TypedDict, total=False):
-    HttpErrorCodeReturnedEquals: Optional[HttpErrorCodeReturnedEquals]
-    KeyPrefixEquals: Optional[KeyPrefixEquals]
+    HttpErrorCodeReturnedEquals: HttpErrorCodeReturnedEquals | None
+    KeyPrefixEquals: KeyPrefixEquals | None
 
 
 ContentLength = int
@@ -1436,135 +1437,135 @@ class ContinuationEvent(TypedDict, total=False):
 
 
 class CopyObjectResult(TypedDict, total=False):
-    ETag: Optional[ETag]
-    LastModified: Optional[LastModified]
-    ChecksumType: Optional[ChecksumType]
-    ChecksumCRC32: Optional[ChecksumCRC32]
-    ChecksumCRC32C: Optional[ChecksumCRC32C]
-    ChecksumCRC64NVME: Optional[ChecksumCRC64NVME]
-    ChecksumSHA1: Optional[ChecksumSHA1]
-    ChecksumSHA256: Optional[ChecksumSHA256]
+    ETag: ETag | None
+    LastModified: LastModified | None
+    ChecksumType: ChecksumType | None
+    ChecksumCRC32: ChecksumCRC32 | None
+    ChecksumCRC32C: ChecksumCRC32C | None
+    ChecksumCRC64NVME: ChecksumCRC64NVME | None
+    ChecksumSHA1: ChecksumSHA1 | None
+    ChecksumSHA256: ChecksumSHA256 | None
 
 
 class CopyObjectOutput(TypedDict, total=False):
-    CopyObjectResult: Optional[CopyObjectResult]
-    Expiration: Optional[Expiration]
-    CopySourceVersionId: Optional[CopySourceVersionId]
-    VersionId: Optional[ObjectVersionId]
-    ServerSideEncryption: Optional[ServerSideEncryption]
-    SSECustomerAlgorithm: Optional[SSECustomerAlgorithm]
-    SSECustomerKeyMD5: Optional[SSECustomerKeyMD5]
-    SSEKMSKeyId: Optional[SSEKMSKeyId]
-    SSEKMSEncryptionContext: Optional[SSEKMSEncryptionContext]
-    BucketKeyEnabled: Optional[BucketKeyEnabled]
-    RequestCharged: Optional[RequestCharged]
+    CopyObjectResult: CopyObjectResult | None
+    Expiration: Expiration | None
+    CopySourceVersionId: CopySourceVersionId | None
+    VersionId: ObjectVersionId | None
+    ServerSideEncryption: ServerSideEncryption | None
+    SSECustomerAlgorithm: SSECustomerAlgorithm | None
+    SSECustomerKeyMD5: SSECustomerKeyMD5 | None
+    SSEKMSKeyId: SSEKMSKeyId | None
+    SSEKMSEncryptionContext: SSEKMSEncryptionContext | None
+    BucketKeyEnabled: BucketKeyEnabled | None
+    RequestCharged: RequestCharged | None
 
 
 ObjectLockRetainUntilDate = datetime
-Metadata = Dict[MetadataKey, MetadataValue]
+Metadata = dict[MetadataKey, MetadataValue]
 CopySourceIfUnmodifiedSince = datetime
 CopySourceIfModifiedSince = datetime
 
 
 class CopyObjectRequest(ServiceRequest):
-    ACL: Optional[ObjectCannedACL]
+    ACL: ObjectCannedACL | None
     Bucket: BucketName
-    CacheControl: Optional[CacheControl]
-    ChecksumAlgorithm: Optional[ChecksumAlgorithm]
-    ContentDisposition: Optional[ContentDisposition]
-    ContentEncoding: Optional[ContentEncoding]
-    ContentLanguage: Optional[ContentLanguage]
-    ContentType: Optional[ContentType]
+    CacheControl: CacheControl | None
+    ChecksumAlgorithm: ChecksumAlgorithm | None
+    ContentDisposition: ContentDisposition | None
+    ContentEncoding: ContentEncoding | None
+    ContentLanguage: ContentLanguage | None
+    ContentType: ContentType | None
     CopySource: CopySource
-    CopySourceIfMatch: Optional[CopySourceIfMatch]
-    CopySourceIfModifiedSince: Optional[CopySourceIfModifiedSince]
-    CopySourceIfNoneMatch: Optional[CopySourceIfNoneMatch]
-    CopySourceIfUnmodifiedSince: Optional[CopySourceIfUnmodifiedSince]
-    Expires: Optional[Expires]
-    GrantFullControl: Optional[GrantFullControl]
-    GrantRead: Optional[GrantRead]
-    GrantReadACP: Optional[GrantReadACP]
-    GrantWriteACP: Optional[GrantWriteACP]
-    IfMatch: Optional[IfMatch]
-    IfNoneMatch: Optional[IfNoneMatch]
+    CopySourceIfMatch: CopySourceIfMatch | None
+    CopySourceIfModifiedSince: CopySourceIfModifiedSince | None
+    CopySourceIfNoneMatch: CopySourceIfNoneMatch | None
+    CopySourceIfUnmodifiedSince: CopySourceIfUnmodifiedSince | None
+    Expires: Expires | None
+    GrantFullControl: GrantFullControl | None
+    GrantRead: GrantRead | None
+    GrantReadACP: GrantReadACP | None
+    GrantWriteACP: GrantWriteACP | None
+    IfMatch: IfMatch | None
+    IfNoneMatch: IfNoneMatch | None
     Key: ObjectKey
-    Metadata: Optional[Metadata]
-    MetadataDirective: Optional[MetadataDirective]
-    TaggingDirective: Optional[TaggingDirective]
-    ServerSideEncryption: Optional[ServerSideEncryption]
-    StorageClass: Optional[StorageClass]
-    WebsiteRedirectLocation: Optional[WebsiteRedirectLocation]
-    SSECustomerAlgorithm: Optional[SSECustomerAlgorithm]
-    SSECustomerKey: Optional[SSECustomerKey]
-    SSECustomerKeyMD5: Optional[SSECustomerKeyMD5]
-    SSEKMSKeyId: Optional[SSEKMSKeyId]
-    SSEKMSEncryptionContext: Optional[SSEKMSEncryptionContext]
-    BucketKeyEnabled: Optional[BucketKeyEnabled]
-    CopySourceSSECustomerAlgorithm: Optional[CopySourceSSECustomerAlgorithm]
-    CopySourceSSECustomerKey: Optional[CopySourceSSECustomerKey]
-    CopySourceSSECustomerKeyMD5: Optional[CopySourceSSECustomerKeyMD5]
-    RequestPayer: Optional[RequestPayer]
-    Tagging: Optional[TaggingHeader]
-    ObjectLockMode: Optional[ObjectLockMode]
-    ObjectLockRetainUntilDate: Optional[ObjectLockRetainUntilDate]
-    ObjectLockLegalHoldStatus: Optional[ObjectLockLegalHoldStatus]
-    ExpectedBucketOwner: Optional[AccountId]
-    ExpectedSourceBucketOwner: Optional[AccountId]
+    Metadata: Metadata | None
+    MetadataDirective: MetadataDirective | None
+    TaggingDirective: TaggingDirective | None
+    ServerSideEncryption: ServerSideEncryption | None
+    StorageClass: StorageClass | None
+    WebsiteRedirectLocation: WebsiteRedirectLocation | None
+    SSECustomerAlgorithm: SSECustomerAlgorithm | None
+    SSECustomerKey: SSECustomerKey | None
+    SSECustomerKeyMD5: SSECustomerKeyMD5 | None
+    SSEKMSKeyId: SSEKMSKeyId | None
+    SSEKMSEncryptionContext: SSEKMSEncryptionContext | None
+    BucketKeyEnabled: BucketKeyEnabled | None
+    CopySourceSSECustomerAlgorithm: CopySourceSSECustomerAlgorithm | None
+    CopySourceSSECustomerKey: CopySourceSSECustomerKey | None
+    CopySourceSSECustomerKeyMD5: CopySourceSSECustomerKeyMD5 | None
+    RequestPayer: RequestPayer | None
+    Tagging: TaggingHeader | None
+    ObjectLockMode: ObjectLockMode | None
+    ObjectLockRetainUntilDate: ObjectLockRetainUntilDate | None
+    ObjectLockLegalHoldStatus: ObjectLockLegalHoldStatus | None
+    ExpectedBucketOwner: AccountId | None
+    ExpectedSourceBucketOwner: AccountId | None
 
 
 class CopyPartResult(TypedDict, total=False):
-    ETag: Optional[ETag]
-    LastModified: Optional[LastModified]
-    ChecksumCRC32: Optional[ChecksumCRC32]
-    ChecksumCRC32C: Optional[ChecksumCRC32C]
-    ChecksumCRC64NVME: Optional[ChecksumCRC64NVME]
-    ChecksumSHA1: Optional[ChecksumSHA1]
-    ChecksumSHA256: Optional[ChecksumSHA256]
+    ETag: ETag | None
+    LastModified: LastModified | None
+    ChecksumCRC32: ChecksumCRC32 | None
+    ChecksumCRC32C: ChecksumCRC32C | None
+    ChecksumCRC64NVME: ChecksumCRC64NVME | None
+    ChecksumSHA1: ChecksumSHA1 | None
+    ChecksumSHA256: ChecksumSHA256 | None
 
 
 class LocationInfo(TypedDict, total=False):
-    Type: Optional[LocationType]
-    Name: Optional[LocationNameAsString]
+    Type: LocationType | None
+    Name: LocationNameAsString | None
 
 
 class CreateBucketConfiguration(TypedDict, total=False):
-    LocationConstraint: Optional[BucketLocationConstraint]
-    Location: Optional[LocationInfo]
-    Bucket: Optional[BucketInfo]
-    Tags: Optional[TagSet]
+    LocationConstraint: BucketLocationConstraint | None
+    Location: LocationInfo | None
+    Bucket: BucketInfo | None
+    Tags: TagSet | None
 
 
 class MetadataTableEncryptionConfiguration(TypedDict, total=False):
     SseAlgorithm: TableSseAlgorithm
-    KmsKeyArn: Optional[KmsKeyArn]
+    KmsKeyArn: KmsKeyArn | None
 
 
 class InventoryTableConfiguration(TypedDict, total=False):
     ConfigurationState: InventoryConfigurationState
-    EncryptionConfiguration: Optional[MetadataTableEncryptionConfiguration]
+    EncryptionConfiguration: MetadataTableEncryptionConfiguration | None
 
 
 class RecordExpiration(TypedDict, total=False):
     Expiration: ExpirationState
-    Days: Optional[RecordExpirationDays]
+    Days: RecordExpirationDays | None
 
 
 class JournalTableConfiguration(TypedDict, total=False):
     RecordExpiration: RecordExpiration
-    EncryptionConfiguration: Optional[MetadataTableEncryptionConfiguration]
+    EncryptionConfiguration: MetadataTableEncryptionConfiguration | None
 
 
 class MetadataConfiguration(TypedDict, total=False):
     JournalTableConfiguration: JournalTableConfiguration
-    InventoryTableConfiguration: Optional[InventoryTableConfiguration]
+    InventoryTableConfiguration: InventoryTableConfiguration | None
 
 
 class CreateBucketMetadataConfigurationRequest(ServiceRequest):
     Bucket: BucketName
-    ContentMD5: Optional[ContentMD5]
-    ChecksumAlgorithm: Optional[ChecksumAlgorithm]
+    ContentMD5: ContentMD5 | None
+    ChecksumAlgorithm: ChecksumAlgorithm | None
     MetadataConfiguration: MetadataConfiguration
-    ExpectedBucketOwner: Optional[AccountId]
+    ExpectedBucketOwner: AccountId | None
 
 
 class S3TablesDestination(TypedDict, total=False):
@@ -1578,79 +1579,79 @@ class MetadataTableConfiguration(TypedDict, total=False):
 
 class CreateBucketMetadataTableConfigurationRequest(ServiceRequest):
     Bucket: BucketName
-    ContentMD5: Optional[ContentMD5]
-    ChecksumAlgorithm: Optional[ChecksumAlgorithm]
+    ContentMD5: ContentMD5 | None
+    ChecksumAlgorithm: ChecksumAlgorithm | None
     MetadataTableConfiguration: MetadataTableConfiguration
-    ExpectedBucketOwner: Optional[AccountId]
+    ExpectedBucketOwner: AccountId | None
 
 
 class CreateBucketOutput(TypedDict, total=False):
-    Location: Optional[Location]
-    BucketArn: Optional[S3RegionalOrS3ExpressBucketArnString]
+    Location: Location | None
+    BucketArn: S3RegionalOrS3ExpressBucketArnString | None
 
 
 class CreateBucketRequest(ServiceRequest):
-    ACL: Optional[BucketCannedACL]
+    ACL: BucketCannedACL | None
     Bucket: BucketName
-    CreateBucketConfiguration: Optional[CreateBucketConfiguration]
-    GrantFullControl: Optional[GrantFullControl]
-    GrantRead: Optional[GrantRead]
-    GrantReadACP: Optional[GrantReadACP]
-    GrantWrite: Optional[GrantWrite]
-    GrantWriteACP: Optional[GrantWriteACP]
-    ObjectLockEnabledForBucket: Optional[ObjectLockEnabledForBucket]
-    ObjectOwnership: Optional[ObjectOwnership]
+    CreateBucketConfiguration: CreateBucketConfiguration | None
+    GrantFullControl: GrantFullControl | None
+    GrantRead: GrantRead | None
+    GrantReadACP: GrantReadACP | None
+    GrantWrite: GrantWrite | None
+    GrantWriteACP: GrantWriteACP | None
+    ObjectLockEnabledForBucket: ObjectLockEnabledForBucket | None
+    ObjectOwnership: ObjectOwnership | None
 
 
 class CreateMultipartUploadOutput(TypedDict, total=False):
-    AbortDate: Optional[AbortDate]
-    AbortRuleId: Optional[AbortRuleId]
-    Bucket: Optional[BucketName]
-    Key: Optional[ObjectKey]
-    UploadId: Optional[MultipartUploadId]
-    ServerSideEncryption: Optional[ServerSideEncryption]
-    SSECustomerAlgorithm: Optional[SSECustomerAlgorithm]
-    SSECustomerKeyMD5: Optional[SSECustomerKeyMD5]
-    SSEKMSKeyId: Optional[SSEKMSKeyId]
-    SSEKMSEncryptionContext: Optional[SSEKMSEncryptionContext]
-    BucketKeyEnabled: Optional[BucketKeyEnabled]
-    RequestCharged: Optional[RequestCharged]
-    ChecksumAlgorithm: Optional[ChecksumAlgorithm]
-    ChecksumType: Optional[ChecksumType]
+    AbortDate: AbortDate | None
+    AbortRuleId: AbortRuleId | None
+    Bucket: BucketName | None
+    Key: ObjectKey | None
+    UploadId: MultipartUploadId | None
+    ServerSideEncryption: ServerSideEncryption | None
+    SSECustomerAlgorithm: SSECustomerAlgorithm | None
+    SSECustomerKeyMD5: SSECustomerKeyMD5 | None
+    SSEKMSKeyId: SSEKMSKeyId | None
+    SSEKMSEncryptionContext: SSEKMSEncryptionContext | None
+    BucketKeyEnabled: BucketKeyEnabled | None
+    RequestCharged: RequestCharged | None
+    ChecksumAlgorithm: ChecksumAlgorithm | None
+    ChecksumType: ChecksumType | None
 
 
 class CreateMultipartUploadRequest(ServiceRequest):
-    ACL: Optional[ObjectCannedACL]
+    ACL: ObjectCannedACL | None
     Bucket: BucketName
-    CacheControl: Optional[CacheControl]
-    ContentDisposition: Optional[ContentDisposition]
-    ContentEncoding: Optional[ContentEncoding]
-    ContentLanguage: Optional[ContentLanguage]
-    ContentType: Optional[ContentType]
-    Expires: Optional[Expires]
-    GrantFullControl: Optional[GrantFullControl]
-    GrantRead: Optional[GrantRead]
-    GrantReadACP: Optional[GrantReadACP]
-    GrantWriteACP: Optional[GrantWriteACP]
+    CacheControl: CacheControl | None
+    ContentDisposition: ContentDisposition | None
+    ContentEncoding: ContentEncoding | None
+    ContentLanguage: ContentLanguage | None
+    ContentType: ContentType | None
+    Expires: Expires | None
+    GrantFullControl: GrantFullControl | None
+    GrantRead: GrantRead | None
+    GrantReadACP: GrantReadACP | None
+    GrantWriteACP: GrantWriteACP | None
     Key: ObjectKey
-    Metadata: Optional[Metadata]
-    ServerSideEncryption: Optional[ServerSideEncryption]
-    StorageClass: Optional[StorageClass]
-    WebsiteRedirectLocation: Optional[WebsiteRedirectLocation]
-    SSECustomerAlgorithm: Optional[SSECustomerAlgorithm]
-    SSECustomerKey: Optional[SSECustomerKey]
-    SSECustomerKeyMD5: Optional[SSECustomerKeyMD5]
-    SSEKMSKeyId: Optional[SSEKMSKeyId]
-    SSEKMSEncryptionContext: Optional[SSEKMSEncryptionContext]
-    BucketKeyEnabled: Optional[BucketKeyEnabled]
-    RequestPayer: Optional[RequestPayer]
-    Tagging: Optional[TaggingHeader]
-    ObjectLockMode: Optional[ObjectLockMode]
-    ObjectLockRetainUntilDate: Optional[ObjectLockRetainUntilDate]
-    ObjectLockLegalHoldStatus: Optional[ObjectLockLegalHoldStatus]
-    ExpectedBucketOwner: Optional[AccountId]
-    ChecksumAlgorithm: Optional[ChecksumAlgorithm]
-    ChecksumType: Optional[ChecksumType]
+    Metadata: Metadata | None
+    ServerSideEncryption: ServerSideEncryption | None
+    StorageClass: StorageClass | None
+    WebsiteRedirectLocation: WebsiteRedirectLocation | None
+    SSECustomerAlgorithm: SSECustomerAlgorithm | None
+    SSECustomerKey: SSECustomerKey | None
+    SSECustomerKeyMD5: SSECustomerKeyMD5 | None
+    SSEKMSKeyId: SSEKMSKeyId | None
+    SSEKMSEncryptionContext: SSEKMSEncryptionContext | None
+    BucketKeyEnabled: BucketKeyEnabled | None
+    RequestPayer: RequestPayer | None
+    Tagging: TaggingHeader | None
+    ObjectLockMode: ObjectLockMode | None
+    ObjectLockRetainUntilDate: ObjectLockRetainUntilDate | None
+    ObjectLockLegalHoldStatus: ObjectLockLegalHoldStatus | None
+    ExpectedBucketOwner: AccountId | None
+    ChecksumAlgorithm: ChecksumAlgorithm | None
+    ChecksumType: ChecksumType | None
 
 
 SessionExpiration = datetime
@@ -1664,26 +1665,26 @@ class SessionCredentials(TypedDict, total=False):
 
 
 class CreateSessionOutput(TypedDict, total=False):
-    ServerSideEncryption: Optional[ServerSideEncryption]
-    SSEKMSKeyId: Optional[SSEKMSKeyId]
-    SSEKMSEncryptionContext: Optional[SSEKMSEncryptionContext]
-    BucketKeyEnabled: Optional[BucketKeyEnabled]
+    ServerSideEncryption: ServerSideEncryption | None
+    SSEKMSKeyId: SSEKMSKeyId | None
+    SSEKMSEncryptionContext: SSEKMSEncryptionContext | None
+    BucketKeyEnabled: BucketKeyEnabled | None
     Credentials: SessionCredentials
 
 
 class CreateSessionRequest(ServiceRequest):
-    SessionMode: Optional[SessionMode]
+    SessionMode: SessionMode | None
     Bucket: BucketName
-    ServerSideEncryption: Optional[ServerSideEncryption]
-    SSEKMSKeyId: Optional[SSEKMSKeyId]
-    SSEKMSEncryptionContext: Optional[SSEKMSEncryptionContext]
-    BucketKeyEnabled: Optional[BucketKeyEnabled]
+    ServerSideEncryption: ServerSideEncryption | None
+    SSEKMSKeyId: SSEKMSKeyId | None
+    SSEKMSEncryptionContext: SSEKMSEncryptionContext | None
+    BucketKeyEnabled: BucketKeyEnabled | None
 
 
 class DefaultRetention(TypedDict, total=False):
-    Mode: Optional[ObjectLockRetentionMode]
-    Days: Optional[Days]
-    Years: Optional[Years]
+    Mode: ObjectLockRetentionMode | None
+    Days: Days | None
+    Years: Years | None
 
 
 Size = int
@@ -1692,118 +1693,118 @@ class DefaultRetention(TypedDict, total=False):
 
 class ObjectIdentifier(TypedDict, total=False):
     Key: ObjectKey
-    VersionId: Optional[ObjectVersionId]
-    ETag: Optional[ETag]
-    LastModifiedTime: Optional[LastModifiedTime]
-    Size: Optional[Size]
+    VersionId: ObjectVersionId | None
+    ETag: ETag | None
+    LastModifiedTime: LastModifiedTime | None
+    Size: Size | None
 
 
-ObjectIdentifierList = List[ObjectIdentifier]
+ObjectIdentifierList = list[ObjectIdentifier]
 
 
 class Delete(TypedDict, total=False):
     Objects: ObjectIdentifierList
-    Quiet: Optional[Quiet]
+    Quiet: Quiet | None
 
 
 class DeleteBucketAnalyticsConfigurationRequest(ServiceRequest):
     Bucket: BucketName
     Id: AnalyticsId
-    ExpectedBucketOwner: Optional[AccountId]
+    ExpectedBucketOwner: AccountId | None
 
 
 class DeleteBucketCorsRequest(ServiceRequest):
     Bucket: BucketName
-    ExpectedBucketOwner: Optional[AccountId]
+    ExpectedBucketOwner: AccountId | None
 
 
 class DeleteBucketEncryptionRequest(ServiceRequest):
     Bucket: BucketName
-    ExpectedBucketOwner: Optional[AccountId]
+    ExpectedBucketOwner: AccountId | None
 
 
 class DeleteBucketIntelligentTieringConfigurationRequest(ServiceRequest):
     Bucket: BucketName
     Id: IntelligentTieringId
-    ExpectedBucketOwner: Optional[AccountId]
+    ExpectedBucketOwner: AccountId | None
 
 
 class DeleteBucketInventoryConfigurationRequest(ServiceRequest):
     Bucket: BucketName
     Id: InventoryId
-    ExpectedBucketOwner: Optional[AccountId]
+    ExpectedBucketOwner: AccountId | None
 
 
 class DeleteBucketLifecycleRequest(ServiceRequest):
     Bucket: BucketName
-    ExpectedBucketOwner: Optional[AccountId]
+    ExpectedBucketOwner: AccountId | None
 
 
 class DeleteBucketMetadataConfigurationRequest(ServiceRequest):
     Bucket: BucketName
-    ExpectedBucketOwner: Optional[AccountId]
+    ExpectedBucketOwner: AccountId | None
 
 
 class DeleteBucketMetadataTableConfigurationRequest(ServiceRequest):
     Bucket: BucketName
-    ExpectedBucketOwner: Optional[AccountId]
+    ExpectedBucketOwner: AccountId | None
 
 
 class DeleteBucketMetricsConfigurationRequest(ServiceRequest):
     Bucket: BucketName
     Id: MetricsId
-    ExpectedBucketOwner: Optional[AccountId]
+    ExpectedBucketOwner: AccountId | None
 
 
 class DeleteBucketOwnershipControlsRequest(ServiceRequest):
     Bucket: BucketName
-    ExpectedBucketOwner: Optional[AccountId]
+    ExpectedBucketOwner: AccountId | None
 
 
 class DeleteBucketPolicyRequest(ServiceRequest):
     Bucket: BucketName
-    ExpectedBucketOwner: Optional[AccountId]
+    ExpectedBucketOwner: AccountId | None
 
 
 class DeleteBucketReplicationRequest(ServiceRequest):
     Bucket: BucketName
-    ExpectedBucketOwner: Optional[AccountId]
+    ExpectedBucketOwner: AccountId | None
 
 
 class DeleteBucketRequest(ServiceRequest):
     Bucket: BucketName
-    ExpectedBucketOwner: Optional[AccountId]
+    ExpectedBucketOwner: AccountId | None
 
 
 class DeleteBucketTaggingRequest(ServiceRequest):
     Bucket: BucketName
-    ExpectedBucketOwner: Optional[AccountId]
+    ExpectedBucketOwner: AccountId | None
 
 
 class DeleteBucketWebsiteRequest(ServiceRequest):
     Bucket: BucketName
-    ExpectedBucketOwner: Optional[AccountId]
+    ExpectedBucketOwner: AccountId | None
 
 
 class DeleteMarkerEntry(TypedDict, total=False):
-    Owner: Optional[Owner]
-    Key: Optional[ObjectKey]
-    VersionId: Optional[ObjectVersionId]
-    IsLatest: Optional[IsLatest]
-    LastModified: Optional[LastModified]
+    Owner: Owner | None
+    Key: ObjectKey | None
+    VersionId: ObjectVersionId | None
+    IsLatest: IsLatest | None
+    LastModified: LastModified | None
 
 
 class DeleteMarkerReplication(TypedDict, total=False):
-    Status: Optional[DeleteMarkerReplicationStatus]
+    Status: DeleteMarkerReplicationStatus | None
 
 
-DeleteMarkers = List[DeleteMarkerEntry]
+DeleteMarkers = list[DeleteMarkerEntry]
 
 
 class DeleteObjectOutput(TypedDict, total=False):
-    DeleteMarker: Optional[DeleteMarker]
-    VersionId: Optional[ObjectVersionId]
-    RequestCharged: Optional[RequestCharged]
+    DeleteMarker: DeleteMarker | None
+    VersionId: ObjectVersionId | None
+    RequestCharged: RequestCharged | None
 
 
 IfMatchSize = int
@@ -1813,75 +1814,75 @@ class DeleteObjectOutput(TypedDict, total=False):
 class DeleteObjectRequest(ServiceRequest):
     Bucket: BucketName
     Key: ObjectKey
-    MFA: Optional[MFA]
-    VersionId: Optional[ObjectVersionId]
-    RequestPayer: Optional[RequestPayer]
-    BypassGovernanceRetention: Optional[BypassGovernanceRetention]
-    ExpectedBucketOwner: Optional[AccountId]
-    IfMatch: Optional[IfMatch]
-    IfMatchLastModifiedTime: Optional[IfMatchLastModifiedTime]
-    IfMatchSize: Optional[IfMatchSize]
+    MFA: MFA | None
+    VersionId: ObjectVersionId | None
+    RequestPayer: RequestPayer | None
+    BypassGovernanceRetention: BypassGovernanceRetention | None
+    ExpectedBucketOwner: AccountId | None
+    IfMatch: IfMatch | None
+    IfMatchLastModifiedTime: IfMatchLastModifiedTime | None
+    IfMatchSize: IfMatchSize | None
 
 
 class DeleteObjectTaggingOutput(TypedDict, total=False):
-    VersionId: Optional[ObjectVersionId]
+    VersionId: ObjectVersionId | None
 
 
 class DeleteObjectTaggingRequest(ServiceRequest):
     Bucket: BucketName
     Key: ObjectKey
-    VersionId: Optional[ObjectVersionId]
-    ExpectedBucketOwner: Optional[AccountId]
+    VersionId: ObjectVersionId | None
+    ExpectedBucketOwner: AccountId | None
 
 
 class Error(TypedDict, total=False):
-    Key: Optional[ObjectKey]
-    VersionId: Optional[ObjectVersionId]
-    Code: Optional[Code]
-    Message: Optional[Message]
+    Key: ObjectKey | None
+    VersionId: ObjectVersionId | None
+    Code: Code | None
+    Message: Message | None
 
 
-Errors = List[Error]
+Errors = list[Error]
 
 
 class DeletedObject(TypedDict, total=False):
-    Key: Optional[ObjectKey]
-    VersionId: Optional[ObjectVersionId]
-    DeleteMarker: Optional[DeleteMarker]
-    DeleteMarkerVersionId: Optional[DeleteMarkerVersionId]
+    Key: ObjectKey | None
+    VersionId: ObjectVersionId | None
+    DeleteMarker: DeleteMarker | None
+    DeleteMarkerVersionId: DeleteMarkerVersionId | None
 
 
-DeletedObjects = List[DeletedObject]
+DeletedObjects = list[DeletedObject]
 
 
 class DeleteObjectsOutput(TypedDict, total=False):
-    Deleted: Optional[DeletedObjects]
-    RequestCharged: Optional[RequestCharged]
-    Errors: Optional[Errors]
+    Deleted: DeletedObjects | None
+    RequestCharged: RequestCharged | None
+    Errors: Errors | None
 
 
 class DeleteObjectsRequest(ServiceRequest):
     Bucket: BucketName
     Delete: Delete
-    MFA: Optional[MFA]
-    RequestPayer: Optional[RequestPayer]
-    BypassGovernanceRetention: Optional[BypassGovernanceRetention]
-    ExpectedBucketOwner: Optional[AccountId]
-    ChecksumAlgorithm: Optional[ChecksumAlgorithm]
+    MFA: MFA | None
+    RequestPayer: RequestPayer | None
+    BypassGovernanceRetention: BypassGovernanceRetention | None
+    ExpectedBucketOwner: AccountId | None
+    ChecksumAlgorithm: ChecksumAlgorithm | None
 
 
 class DeletePublicAccessBlockRequest(ServiceRequest):
     Bucket: BucketName
-    ExpectedBucketOwner: Optional[AccountId]
+    ExpectedBucketOwner: AccountId | None
 
 
 class ReplicationTimeValue(TypedDict, total=False):
-    Minutes: Optional[Minutes]
+    Minutes: Minutes | None
 
 
 class Metrics(TypedDict, total=False):
     Status: MetricsStatus
-    EventThreshold: Optional[ReplicationTimeValue]
+    EventThreshold: ReplicationTimeValue | None
 
 
 class ReplicationTime(TypedDict, total=False):
@@ -1890,29 +1891,29 @@ class ReplicationTime(TypedDict, total=False):
 
 
 class EncryptionConfiguration(TypedDict, total=False):
-    ReplicaKmsKeyID: Optional[ReplicaKmsKeyID]
+    ReplicaKmsKeyID: ReplicaKmsKeyID | None
 
 
 class Destination(TypedDict, total=False):
     Bucket: BucketName
-    Account: Optional[AccountId]
-    StorageClass: Optional[StorageClass]
-    AccessControlTranslation: Optional[AccessControlTranslation]
-    EncryptionConfiguration: Optional[EncryptionConfiguration]
-    ReplicationTime: Optional[ReplicationTime]
-    Metrics: Optional[Metrics]
+    Account: AccountId | None
+    StorageClass: StorageClass | None
+    AccessControlTranslation: AccessControlTranslation | None
+    EncryptionConfiguration: EncryptionConfiguration | None
+    ReplicationTime: ReplicationTime | None
+    Metrics: Metrics | None
 
 
 class DestinationResult(TypedDict, total=False):
-    TableBucketType: Optional[S3TablesBucketType]
-    TableBucketArn: Optional[S3TablesBucketArn]
-    TableNamespace: Optional[S3TablesNamespace]
+    TableBucketType: S3TablesBucketType | None
+    TableBucketArn: S3TablesBucketArn | None
+    TableNamespace: S3TablesNamespace | None
 
 
 class Encryption(TypedDict, total=False):
     EncryptionType: ServerSideEncryption
-    KMSKeyId: Optional[SSEKMSKeyId]
-    KMSContext: Optional[KMSContext]
+    KMSKeyId: SSEKMSKeyId | None
+    KMSContext: KMSContext | None
 
 
 End = int
@@ -1923,8 +1924,8 @@ class EndEvent(TypedDict, total=False):
 
 
 class ErrorDetails(TypedDict, total=False):
-    ErrorCode: Optional[ErrorCode]
-    ErrorMessage: Optional[ErrorMessage]
+    ErrorCode: ErrorCode | None
+    ErrorMessage: ErrorMessage | None
 
 
 class ErrorDocument(TypedDict, total=False):
@@ -1940,64 +1941,64 @@ class ExistingObjectReplication(TypedDict, total=False):
 
 
 class FilterRule(TypedDict, total=False):
-    Name: Optional[FilterRuleName]
-    Value: Optional[FilterRuleValue]
+    Name: FilterRuleName | None
+    Value: FilterRuleValue | None
 
 
-FilterRuleList = List[FilterRule]
+FilterRuleList = list[FilterRule]
 
 
 class GetBucketAccelerateConfigurationOutput(TypedDict, total=False):
-    Status: Optional[BucketAccelerateStatus]
-    RequestCharged: Optional[RequestCharged]
+    Status: BucketAccelerateStatus | None
+    RequestCharged: RequestCharged | None
 
 
 class GetBucketAccelerateConfigurationRequest(ServiceRequest):
     Bucket: BucketName
-    ExpectedBucketOwner: Optional[AccountId]
-    RequestPayer: Optional[RequestPayer]
+    ExpectedBucketOwner: AccountId | None
+    RequestPayer: RequestPayer | None
 
 
 class GetBucketAclOutput(TypedDict, total=False):
-    Owner: Optional[Owner]
-    Grants: Optional[Grants]
+    Owner: Owner | None
+    Grants: Grants | None
 
 
 class GetBucketAclRequest(ServiceRequest):
     Bucket: BucketName
-    ExpectedBucketOwner: Optional[AccountId]
+    ExpectedBucketOwner: AccountId | None
 
 
 class GetBucketAnalyticsConfigurationOutput(TypedDict, total=False):
-    AnalyticsConfiguration: Optional[AnalyticsConfiguration]
+    AnalyticsConfiguration: AnalyticsConfiguration | None
 
 
 class GetBucketAnalyticsConfigurationRequest(ServiceRequest):
     Bucket: BucketName
     Id: AnalyticsId
-    ExpectedBucketOwner: Optional[AccountId]
+    ExpectedBucketOwner: AccountId | None
 
 
 class GetBucketCorsOutput(TypedDict, total=False):
-    CORSRules: Optional[CORSRules]
+    CORSRules: CORSRules | None
 
 
 class GetBucketCorsRequest(ServiceRequest):
     Bucket: BucketName
-    ExpectedBucketOwner: Optional[AccountId]
+    ExpectedBucketOwner: AccountId | None
 
 
 class ServerSideEncryptionByDefault(TypedDict, total=False):
     SSEAlgorithm: ServerSideEncryption
-    KMSMasterKeyID: Optional[SSEKMSKeyId]
+    KMSMasterKeyID: SSEKMSKeyId | None
 
 
 class ServerSideEncryptionRule(TypedDict, total=False):
-    ApplyServerSideEncryptionByDefault: Optional[ServerSideEncryptionByDefault]
-    BucketKeyEnabled: Optional[BucketKeyEnabled]
+    ApplyServerSideEncryptionByDefault: ServerSideEncryptionByDefault | None
+    BucketKeyEnabled: BucketKeyEnabled | None
 
 
-ServerSideEncryptionRules = List[ServerSideEncryptionRule]
+ServerSideEncryptionRules = list[ServerSideEncryptionRule]
 
 
 class ServerSideEncryptionConfiguration(TypedDict, total=False):
@@ -2005,12 +2006,12 @@ class ServerSideEncryptionConfiguration(TypedDict, total=False):
 
 
 class GetBucketEncryptionOutput(TypedDict, total=False):
-    ServerSideEncryptionConfiguration: Optional[ServerSideEncryptionConfiguration]
+    ServerSideEncryptionConfiguration: ServerSideEncryptionConfiguration | None
 
 
 class GetBucketEncryptionRequest(ServiceRequest):
     Bucket: BucketName
-    ExpectedBucketOwner: Optional[AccountId]
+    ExpectedBucketOwner: AccountId | None
 
 
 class Tiering(TypedDict, total=False):
@@ -2018,42 +2019,42 @@ class Tiering(TypedDict, total=False):
     AccessTier: IntelligentTieringAccessTier
 
 
-TieringList = List[Tiering]
+TieringList = list[Tiering]
 
 
 class IntelligentTieringAndOperator(TypedDict, total=False):
-    Prefix: Optional[Prefix]
-    Tags: Optional[TagSet]
+    Prefix: Prefix | None
+    Tags: TagSet | None
 
 
 class IntelligentTieringFilter(TypedDict, total=False):
-    Prefix: Optional[Prefix]
-    Tag: Optional[Tag]
-    And: Optional[IntelligentTieringAndOperator]
+    Prefix: Prefix | None
+    Tag: Tag | None
+    And: IntelligentTieringAndOperator | None
 
 
 class IntelligentTieringConfiguration(TypedDict, total=False):
     Id: IntelligentTieringId
-    Filter: Optional[IntelligentTieringFilter]
+    Filter: IntelligentTieringFilter | None
     Status: IntelligentTieringStatus
     Tierings: TieringList
 
 
 class GetBucketIntelligentTieringConfigurationOutput(TypedDict, total=False):
-    IntelligentTieringConfiguration: Optional[IntelligentTieringConfiguration]
+    IntelligentTieringConfiguration: IntelligentTieringConfiguration | None
 
 
 class GetBucketIntelligentTieringConfigurationRequest(ServiceRequest):
     Bucket: BucketName
     Id: IntelligentTieringId
-    ExpectedBucketOwner: Optional[AccountId]
+    ExpectedBucketOwner: AccountId | None
 
 
 class InventorySchedule(TypedDict, total=False):
     Frequency: InventoryFrequency
 
 
-InventoryOptionalFields = List[InventoryOptionalField]
+InventoryOptionalFields = list[InventoryOptionalField]
 
 
 class InventoryFilter(TypedDict, total=False):
@@ -2069,16 +2070,16 @@ class SSES3(TypedDict, total=False):
 
 
 class InventoryEncryption(TypedDict, total=False):
-    SSES3: Optional[SSES3]
-    SSEKMS: Optional[SSEKMS]
+    SSES3: SSES3 | None
+    SSEKMS: SSEKMS | None
 
 
 class InventoryS3BucketDestination(TypedDict, total=False):
-    AccountId: Optional[AccountId]
+    AccountId: AccountId | None
     Bucket: BucketName
     Format: InventoryFormat
-    Prefix: Optional[Prefix]
-    Encryption: Optional[InventoryEncryption]
+    Prefix: Prefix | None
+    Encryption: InventoryEncryption | None
 
 
 class InventoryDestination(TypedDict, total=False):
@@ -2088,94 +2089,94 @@ class InventoryDestination(TypedDict, total=False):
 class InventoryConfiguration(TypedDict, total=False):
     Destination: InventoryDestination
     IsEnabled: IsEnabled
-    Filter: Optional[InventoryFilter]
+    Filter: InventoryFilter | None
     Id: InventoryId
     IncludedObjectVersions: InventoryIncludedObjectVersions
-    OptionalFields: Optional[InventoryOptionalFields]
+    OptionalFields: InventoryOptionalFields | None
     Schedule: InventorySchedule
 
 
 class GetBucketInventoryConfigurationOutput(TypedDict, total=False):
-    InventoryConfiguration: Optional[InventoryConfiguration]
+    InventoryConfiguration: InventoryConfiguration | None
 
 
 class GetBucketInventoryConfigurationRequest(ServiceRequest):
     Bucket: BucketName
     Id: InventoryId
-    ExpectedBucketOwner: Optional[AccountId]
+    ExpectedBucketOwner: AccountId | None
 
 
 class GetBucketLifecycleConfigurationOutput(TypedDict, total=False):
-    Rules: Optional[LifecycleRules]
-    TransitionDefaultMinimumObjectSize: Optional[TransitionDefaultMinimumObjectSize]
+    Rules: LifecycleRules | None
+    TransitionDefaultMinimumObjectSize: TransitionDefaultMinimumObjectSize | None
 
 
 class GetBucketLifecycleConfigurationRequest(ServiceRequest):
     Bucket: BucketName
-    ExpectedBucketOwner: Optional[AccountId]
+    ExpectedBucketOwner: AccountId | None
 
 
 class Rule(TypedDict, total=False):
-    Expiration: Optional[LifecycleExpiration]
-    ID: Optional[ID]
+    Expiration: LifecycleExpiration | None
+    ID: ID | None
     Prefix: Prefix
     Status: ExpirationStatus
-    Transition: Optional[Transition]
-    NoncurrentVersionTransition: Optional[NoncurrentVersionTransition]
-    NoncurrentVersionExpiration: Optional[NoncurrentVersionExpiration]
-    AbortIncompleteMultipartUpload: Optional[AbortIncompleteMultipartUpload]
+    Transition: Transition | None
+    NoncurrentVersionTransition: NoncurrentVersionTransition | None
+    NoncurrentVersionExpiration: NoncurrentVersionExpiration | None
+    AbortIncompleteMultipartUpload: AbortIncompleteMultipartUpload | None
 
 
-Rules = List[Rule]
+Rules = list[Rule]
 
 
 class GetBucketLifecycleOutput(TypedDict, total=False):
-    Rules: Optional[Rules]
+    Rules: Rules | None
 
 
 class GetBucketLifecycleRequest(ServiceRequest):
     Bucket: BucketName
-    ExpectedBucketOwner: Optional[AccountId]
+    ExpectedBucketOwner: AccountId | None
 
 
 class GetBucketLocationOutput(TypedDict, total=False):
-    LocationConstraint: Optional[BucketLocationConstraint]
+    LocationConstraint: BucketLocationConstraint | None
 
 
 class GetBucketLocationRequest(ServiceRequest):
     Bucket: BucketName
-    ExpectedBucketOwner: Optional[AccountId]
+    ExpectedBucketOwner: AccountId | None
 
 
 class GetBucketLoggingOutput(TypedDict, total=False):
-    LoggingEnabled: Optional[LoggingEnabled]
+    LoggingEnabled: LoggingEnabled | None
 
 
 class GetBucketLoggingRequest(ServiceRequest):
     Bucket: BucketName
-    ExpectedBucketOwner: Optional[AccountId]
+    ExpectedBucketOwner: AccountId | None
 
 
 class InventoryTableConfigurationResult(TypedDict, total=False):
     ConfigurationState: InventoryConfigurationState
-    TableStatus: Optional[MetadataTableStatus]
-    Error: Optional[ErrorDetails]
-    TableName: Optional[S3TablesName]
-    TableArn: Optional[S3TablesArn]
+    TableStatus: MetadataTableStatus | None
+    Error: ErrorDetails | None
+    TableName: S3TablesName | None
+    TableArn: S3TablesArn | None
 
 
 class JournalTableConfigurationResult(TypedDict, total=False):
     TableStatus: MetadataTableStatus
-    Error: Optional[ErrorDetails]
+    Error: ErrorDetails | None
     TableName: S3TablesName
-    TableArn: Optional[S3TablesArn]
+    TableArn: S3TablesArn | None
     RecordExpiration: RecordExpiration
 
 
 class MetadataConfigurationResult(TypedDict, total=False):
     DestinationResult: DestinationResult
-    JournalTableConfigurationResult: Optional[JournalTableConfigurationResult]
-    InventoryTableConfigurationResult: Optional[InventoryTableConfigurationResult]
+    JournalTableConfigurationResult: JournalTableConfigurationResult | None
+    InventoryTableConfigurationResult: InventoryTableConfigurationResult | None
 
 
 class GetBucketMetadataConfigurationResult(TypedDict, total=False):
@@ -2183,12 +2184,12 @@ class GetBucketMetadataConfigurationResult(TypedDict, total=False):
 
 
 class GetBucketMetadataConfigurationOutput(TypedDict, total=False):
-    GetBucketMetadataConfigurationResult: Optional[GetBucketMetadataConfigurationResult]
+    GetBucketMetadataConfigurationResult: GetBucketMetadataConfigurationResult | None
 
 
 class GetBucketMetadataConfigurationRequest(ServiceRequest):
     Bucket: BucketName
-    ExpectedBucketOwner: Optional[AccountId]
+    ExpectedBucketOwner: AccountId | None
 
 
 class S3TablesDestinationResult(TypedDict, total=False):
@@ -2205,56 +2206,56 @@ class MetadataTableConfigurationResult(TypedDict, total=False):
 class GetBucketMetadataTableConfigurationResult(TypedDict, total=False):
     MetadataTableConfigurationResult: MetadataTableConfigurationResult
     Status: MetadataTableStatus
-    Error: Optional[ErrorDetails]
+    Error: ErrorDetails | None
 
 
 class GetBucketMetadataTableConfigurationOutput(TypedDict, total=False):
-    GetBucketMetadataTableConfigurationResult: Optional[GetBucketMetadataTableConfigurationResult]
+    GetBucketMetadataTableConfigurationResult: GetBucketMetadataTableConfigurationResult | None
 
 
 class GetBucketMetadataTableConfigurationRequest(ServiceRequest):
     Bucket: BucketName
-    ExpectedBucketOwner: Optional[AccountId]
+    ExpectedBucketOwner: AccountId | None
 
 
 class MetricsAndOperator(TypedDict, total=False):
-    Prefix: Optional[Prefix]
-    Tags: Optional[TagSet]
-    AccessPointArn: Optional[AccessPointArn]
+    Prefix: Prefix | None
+    Tags: TagSet | None
+    AccessPointArn: AccessPointArn | None
 
 
 class MetricsFilter(TypedDict, total=False):
-    Prefix: Optional[Prefix]
-    Tag: Optional[Tag]
-    AccessPointArn: Optional[AccessPointArn]
-    And: Optional[MetricsAndOperator]
+    Prefix: Prefix | None
+    Tag: Tag | None
+    AccessPointArn: AccessPointArn | None
+    And: MetricsAndOperator | None
 
 
 class MetricsConfiguration(TypedDict, total=False):
     Id: MetricsId
-    Filter: Optional[MetricsFilter]
+    Filter: MetricsFilter | None
 
 
 class GetBucketMetricsConfigurationOutput(TypedDict, total=False):
-    MetricsConfiguration: Optional[MetricsConfiguration]
+    MetricsConfiguration: MetricsConfiguration | None
 
 
 class GetBucketMetricsConfigurationRequest(ServiceRequest):
     Bucket: BucketName
     Id: MetricsId
-    ExpectedBucketOwner: Optional[AccountId]
+    ExpectedBucketOwner: AccountId | None
 
 
 class GetBucketNotificationConfigurationRequest(ServiceRequest):
     Bucket: BucketName
-    ExpectedBucketOwner: Optional[AccountId]
+    ExpectedBucketOwner: AccountId | None
 
 
 class OwnershipControlsRule(TypedDict, total=False):
     ObjectOwnership: ObjectOwnership
 
 
-OwnershipControlsRules = List[OwnershipControlsRule]
+OwnershipControlsRules = list[OwnershipControlsRule]
 
 
 class OwnershipControls(TypedDict, total=False):
@@ -2262,34 +2263,34 @@ class OwnershipControls(TypedDict, total=False):
 
 
 class GetBucketOwnershipControlsOutput(TypedDict, total=False):
-    OwnershipControls: Optional[OwnershipControls]
+    OwnershipControls: OwnershipControls | None
 
 
 class GetBucketOwnershipControlsRequest(ServiceRequest):
     Bucket: BucketName
-    ExpectedBucketOwner: Optional[AccountId]
+    ExpectedBucketOwner: AccountId | None
 
 
 class GetBucketPolicyOutput(TypedDict, total=False):
-    Policy: Optional[Policy]
+    Policy: Policy | None
 
 
 class GetBucketPolicyRequest(ServiceRequest):
     Bucket: BucketName
-    ExpectedBucketOwner: Optional[AccountId]
+    ExpectedBucketOwner: AccountId | None
 
 
 class PolicyStatus(TypedDict, total=False):
-    IsPublic: Optional[IsPublic]
+    IsPublic: IsPublic | None
 
 
 class GetBucketPolicyStatusOutput(TypedDict, total=False):
-    PolicyStatus: Optional[PolicyStatus]
+    PolicyStatus: PolicyStatus | None
 
 
 class GetBucketPolicyStatusRequest(ServiceRequest):
     Bucket: BucketName
-    ExpectedBucketOwner: Optional[AccountId]
+    ExpectedBucketOwner: AccountId | None
 
 
 class ReplicaModifications(TypedDict, total=False):
@@ -2301,34 +2302,34 @@ class SseKmsEncryptedObjects(TypedDict, total=False):
 
 
 class SourceSelectionCriteria(TypedDict, total=False):
-    SseKmsEncryptedObjects: Optional[SseKmsEncryptedObjects]
-    ReplicaModifications: Optional[ReplicaModifications]
+    SseKmsEncryptedObjects: SseKmsEncryptedObjects | None
+    ReplicaModifications: ReplicaModifications | None
 
 
 class ReplicationRuleAndOperator(TypedDict, total=False):
-    Prefix: Optional[Prefix]
-    Tags: Optional[TagSet]
+    Prefix: Prefix | None
+    Tags: TagSet | None
 
 
 class ReplicationRuleFilter(TypedDict, total=False):
-    Prefix: Optional[Prefix]
-    Tag: Optional[Tag]
-    And: Optional[ReplicationRuleAndOperator]
+    Prefix: Prefix | None
+    Tag: Tag | None
+    And: ReplicationRuleAndOperator | None
 
 
 class ReplicationRule(TypedDict, total=False):
-    ID: Optional[ID]
-    Priority: Optional[Priority]
-    Prefix: Optional[Prefix]
-    Filter: Optional[ReplicationRuleFilter]
+    ID: ID | None
+    Priority: Priority | None
+    Prefix: Prefix | None
+    Filter: ReplicationRuleFilter | None
     Status: ReplicationRuleStatus
-    SourceSelectionCriteria: Optional[SourceSelectionCriteria]
-    ExistingObjectReplication: Optional[ExistingObjectReplication]
+    SourceSelectionCriteria: SourceSelectionCriteria | None
+    ExistingObjectReplication: ExistingObjectReplication | None
     Destination: Destination
-    DeleteMarkerReplication: Optional[DeleteMarkerReplication]
+    DeleteMarkerReplication: DeleteMarkerReplication | None
 
 
-ReplicationRules = List[ReplicationRule]
+ReplicationRules = list[ReplicationRule]
 
 
 class ReplicationConfiguration(TypedDict, total=False):
@@ -2337,21 +2338,21 @@ class ReplicationConfiguration(TypedDict, total=False):
 
 
 class GetBucketReplicationOutput(TypedDict, total=False):
-    ReplicationConfiguration: Optional[ReplicationConfiguration]
+    ReplicationConfiguration: ReplicationConfiguration | None
 
 
 class GetBucketReplicationRequest(ServiceRequest):
     Bucket: BucketName
-    ExpectedBucketOwner: Optional[AccountId]
+    ExpectedBucketOwner: AccountId | None
 
 
 class GetBucketRequestPaymentOutput(TypedDict, total=False):
-    Payer: Optional[Payer]
+    Payer: Payer | None
 
 
 class GetBucketRequestPaymentRequest(ServiceRequest):
     Bucket: BucketName
-    ExpectedBucketOwner: Optional[AccountId]
+    ExpectedBucketOwner: AccountId | None
 
 
 class GetBucketTaggingOutput(TypedDict, total=False):
@@ -2360,33 +2361,33 @@ class GetBucketTaggingOutput(TypedDict, total=False):
 
 class GetBucketTaggingRequest(ServiceRequest):
     Bucket: BucketName
-    ExpectedBucketOwner: Optional[AccountId]
+    ExpectedBucketOwner: AccountId | None
 
 
 class GetBucketVersioningOutput(TypedDict, total=False):
-    Status: Optional[BucketVersioningStatus]
-    MFADelete: Optional[MFADeleteStatus]
+    Status: BucketVersioningStatus | None
+    MFADelete: MFADeleteStatus | None
 
 
 class GetBucketVersioningRequest(ServiceRequest):
     Bucket: BucketName
-    ExpectedBucketOwner: Optional[AccountId]
+    ExpectedBucketOwner: AccountId | None
 
 
 class Redirect(TypedDict, total=False):
-    HostName: Optional[HostName]
-    HttpRedirectCode: Optional[HttpRedirectCode]
-    Protocol: Optional[Protocol]
-    ReplaceKeyPrefixWith: Optional[ReplaceKeyPrefixWith]
-    ReplaceKeyWith: Optional[ReplaceKeyWith]
+    HostName: HostName | None
+    HttpRedirectCode: HttpRedirectCode | None
+    Protocol: Protocol | None
+    ReplaceKeyPrefixWith: ReplaceKeyPrefixWith | None
+    ReplaceKeyWith: ReplaceKeyWith | None
 
 
 class RoutingRule(TypedDict, total=False):
-    Condition: Optional[Condition]
+    Condition: Condition | None
     Redirect: Redirect
 
 
-RoutingRules = List[RoutingRule]
+RoutingRules = list[RoutingRule]
 
 
 class IndexDocument(TypedDict, total=False):
@@ -2395,160 +2396,160 @@ class IndexDocument(TypedDict, total=False):
 
 class RedirectAllRequestsTo(TypedDict, total=False):
     HostName: HostName
-    Protocol: Optional[Protocol]
+    Protocol: Protocol | None
 
 
 class GetBucketWebsiteOutput(TypedDict, total=False):
-    RedirectAllRequestsTo: Optional[RedirectAllRequestsTo]
-    IndexDocument: Optional[IndexDocument]
-    ErrorDocument: Optional[ErrorDocument]
-    RoutingRules: Optional[RoutingRules]
+    RedirectAllRequestsTo: RedirectAllRequestsTo | None
+    IndexDocument: IndexDocument | None
+    ErrorDocument: ErrorDocument | None
+    RoutingRules: RoutingRules | None
 
 
 class GetBucketWebsiteRequest(ServiceRequest):
     Bucket: BucketName
-    ExpectedBucketOwner: Optional[AccountId]
+    ExpectedBucketOwner: AccountId | None
 
 
 class GetObjectAclOutput(TypedDict, total=False):
-    Owner: Optional[Owner]
-    Grants: Optional[Grants]
-    RequestCharged: Optional[RequestCharged]
+    Owner: Owner | None
+    Grants: Grants | None
+    RequestCharged: RequestCharged | None
 
 
 class GetObjectAclRequest(ServiceRequest):
     Bucket: BucketName
     Key: ObjectKey
-    VersionId: Optional[ObjectVersionId]
-    RequestPayer: Optional[RequestPayer]
-    ExpectedBucketOwner: Optional[AccountId]
+    VersionId: ObjectVersionId | None
+    RequestPayer: RequestPayer | None
+    ExpectedBucketOwner: AccountId | None
 
 
 class ObjectPart(TypedDict, total=False):
-    PartNumber: Optional[PartNumber]
-    Size: Optional[Size]
-    ChecksumCRC32: Optional[ChecksumCRC32]
-    ChecksumCRC32C: Optional[ChecksumCRC32C]
-    ChecksumCRC64NVME: Optional[ChecksumCRC64NVME]
-    ChecksumSHA1: Optional[ChecksumSHA1]
-    ChecksumSHA256: Optional[ChecksumSHA256]
+    PartNumber: PartNumber | None
+    Size: Size | None
+    ChecksumCRC32: ChecksumCRC32 | None
+    ChecksumCRC32C: ChecksumCRC32C | None
+    ChecksumCRC64NVME: ChecksumCRC64NVME | None
+    ChecksumSHA1: ChecksumSHA1 | None
+    ChecksumSHA256: ChecksumSHA256 | None
 
 
-PartsList = List[ObjectPart]
+PartsList = list[ObjectPart]
 
 
 class GetObjectAttributesParts(TypedDict, total=False):
-    TotalPartsCount: Optional[PartsCount]
-    PartNumberMarker: Optional[PartNumberMarker]
-    NextPartNumberMarker: Optional[NextPartNumberMarker]
-    MaxParts: Optional[MaxParts]
-    IsTruncated: Optional[IsTruncated]
-    Parts: Optional[PartsList]
+    TotalPartsCount: PartsCount | None
+    PartNumberMarker: PartNumberMarker | None
+    NextPartNumberMarker: NextPartNumberMarker | None
+    MaxParts: MaxParts | None
+    IsTruncated: IsTruncated | None
+    Parts: PartsList | None
 
 
 class GetObjectAttributesOutput(TypedDict, total=False):
-    DeleteMarker: Optional[DeleteMarker]
-    LastModified: Optional[LastModified]
-    VersionId: Optional[ObjectVersionId]
-    RequestCharged: Optional[RequestCharged]
-    ETag: Optional[ETag]
-    Checksum: Optional[Checksum]
-    ObjectParts: Optional[GetObjectAttributesParts]
-    StorageClass: Optional[StorageClass]
-    ObjectSize: Optional[ObjectSize]
+    DeleteMarker: DeleteMarker | None
+    LastModified: LastModified | None
+    VersionId: ObjectVersionId | None
+    RequestCharged: RequestCharged | None
+    ETag: ETag | None
+    Checksum: Checksum | None
+    ObjectParts: GetObjectAttributesParts | None
+    StorageClass: StorageClass | None
+    ObjectSize: ObjectSize | None
 
 
-ObjectAttributesList = List[ObjectAttributes]
+ObjectAttributesList = list[ObjectAttributes]
 
 
 class GetObjectAttributesRequest(ServiceRequest):
     Bucket: BucketName
     Key: ObjectKey
-    VersionId: Optional[ObjectVersionId]
-    MaxParts: Optional[MaxParts]
-    PartNumberMarker: Optional[PartNumberMarker]
-    SSECustomerAlgorithm: Optional[SSECustomerAlgorithm]
-    SSECustomerKey: Optional[SSECustomerKey]
-    SSECustomerKeyMD5: Optional[SSECustomerKeyMD5]
-    RequestPayer: Optional[RequestPayer]
-    ExpectedBucketOwner: Optional[AccountId]
+    VersionId: ObjectVersionId | None
+    MaxParts: MaxParts | None
+    PartNumberMarker: PartNumberMarker | None
+    SSECustomerAlgorithm: SSECustomerAlgorithm | None
+    SSECustomerKey: SSECustomerKey | None
+    SSECustomerKeyMD5: SSECustomerKeyMD5 | None
+    RequestPayer: RequestPayer | None
+    ExpectedBucketOwner: AccountId | None
     ObjectAttributes: ObjectAttributesList
 
 
 class ObjectLockLegalHold(TypedDict, total=False):
-    Status: Optional[ObjectLockLegalHoldStatus]
+    Status: ObjectLockLegalHoldStatus | None
 
 
 class GetObjectLegalHoldOutput(TypedDict, total=False):
-    LegalHold: Optional[ObjectLockLegalHold]
+    LegalHold: ObjectLockLegalHold | None
 
 
 class GetObjectLegalHoldRequest(ServiceRequest):
     Bucket: BucketName
     Key: ObjectKey
-    VersionId: Optional[ObjectVersionId]
-    RequestPayer: Optional[RequestPayer]
-    ExpectedBucketOwner: Optional[AccountId]
+    VersionId: ObjectVersionId | None
+    RequestPayer: RequestPayer | None
+    ExpectedBucketOwner: AccountId | None
 
 
 class ObjectLockRule(TypedDict, total=False):
-    DefaultRetention: Optional[DefaultRetention]
+    DefaultRetention: DefaultRetention | None
 
 
 class ObjectLockConfiguration(TypedDict, total=False):
-    ObjectLockEnabled: Optional[ObjectLockEnabled]
-    Rule: Optional[ObjectLockRule]
+    ObjectLockEnabled: ObjectLockEnabled | None
+    Rule: ObjectLockRule | None
 
 
 class GetObjectLockConfigurationOutput(TypedDict, total=False):
-    ObjectLockConfiguration: Optional[ObjectLockConfiguration]
+    ObjectLockConfiguration: ObjectLockConfiguration | None
 
 
 class GetObjectLockConfigurationRequest(ServiceRequest):
     Bucket: BucketName
-    ExpectedBucketOwner: Optional[AccountId]
+    ExpectedBucketOwner: AccountId | None
 
 
 class GetObjectOutput(TypedDict, total=False):
-    Body: Optional[Union[Body, IO[Body], Iterable[Body]]]
-    DeleteMarker: Optional[DeleteMarker]
-    AcceptRanges: Optional[AcceptRanges]
-    Expiration: Optional[Expiration]
-    Restore: Optional[Restore]
-    LastModified: Optional[LastModified]
-    ContentLength: Optional[ContentLength]
-    ETag: Optional[ETag]
-    ChecksumCRC32: Optional[ChecksumCRC32]
-    ChecksumCRC32C: Optional[ChecksumCRC32C]
-    ChecksumCRC64NVME: Optional[ChecksumCRC64NVME]
-    ChecksumSHA1: Optional[ChecksumSHA1]
-    ChecksumSHA256: Optional[ChecksumSHA256]
-    ChecksumType: Optional[ChecksumType]
-    MissingMeta: Optional[MissingMeta]
-    VersionId: Optional[ObjectVersionId]
-    CacheControl: Optional[CacheControl]
-    ContentDisposition: Optional[ContentDisposition]
-    ContentEncoding: Optional[ContentEncoding]
-    ContentLanguage: Optional[ContentLanguage]
-    ContentRange: Optional[ContentRange]
-    ContentType: Optional[ContentType]
-    Expires: Optional[Expires]
-    WebsiteRedirectLocation: Optional[WebsiteRedirectLocation]
-    ServerSideEncryption: Optional[ServerSideEncryption]
-    Metadata: Optional[Metadata]
-    SSECustomerAlgorithm: Optional[SSECustomerAlgorithm]
-    SSECustomerKeyMD5: Optional[SSECustomerKeyMD5]
-    SSEKMSKeyId: Optional[SSEKMSKeyId]
-    BucketKeyEnabled: Optional[BucketKeyEnabled]
-    StorageClass: Optional[StorageClass]
-    RequestCharged: Optional[RequestCharged]
-    ReplicationStatus: Optional[ReplicationStatus]
-    PartsCount: Optional[PartsCount]
-    TagCount: Optional[TagCount]
-    ObjectLockMode: Optional[ObjectLockMode]
-    ObjectLockRetainUntilDate: Optional[ObjectLockRetainUntilDate]
-    ObjectLockLegalHoldStatus: Optional[ObjectLockLegalHoldStatus]
-    StatusCode: Optional[GetObjectResponseStatusCode]
+    Body: Body | IO[Body] | Iterable[Body] | None
+    DeleteMarker: DeleteMarker | None
+    AcceptRanges: AcceptRanges | None
+    Expiration: Expiration | None
+    Restore: Restore | None
+    LastModified: LastModified | None
+    ContentLength: ContentLength | None
+    ETag: ETag | None
+    ChecksumCRC32: ChecksumCRC32 | None
+    ChecksumCRC32C: ChecksumCRC32C | None
+    ChecksumCRC64NVME: ChecksumCRC64NVME | None
+    ChecksumSHA1: ChecksumSHA1 | None
+    ChecksumSHA256: ChecksumSHA256 | None
+    ChecksumType: ChecksumType | None
+    MissingMeta: MissingMeta | None
+    VersionId: ObjectVersionId | None
+    CacheControl: CacheControl | None
+    ContentDisposition: ContentDisposition | None
+    ContentEncoding: ContentEncoding | None
+    ContentLanguage: ContentLanguage | None
+    ContentRange: ContentRange | None
+    ContentType: ContentType | None
+    Expires: Expires | None
+    WebsiteRedirectLocation: WebsiteRedirectLocation | None
+    ServerSideEncryption: ServerSideEncryption | None
+    Metadata: Metadata | None
+    SSECustomerAlgorithm: SSECustomerAlgorithm | None
+    SSECustomerKeyMD5: SSECustomerKeyMD5 | None
+    SSEKMSKeyId: SSEKMSKeyId | None
+    BucketKeyEnabled: BucketKeyEnabled | None
+    StorageClass: StorageClass | None
+    RequestCharged: RequestCharged | None
+    ReplicationStatus: ReplicationStatus | None
+    PartsCount: PartsCount | None
+    TagCount: TagCount | None
+    ObjectLockMode: ObjectLockMode | None
+    ObjectLockRetainUntilDate: ObjectLockRetainUntilDate | None
+    ObjectLockLegalHoldStatus: ObjectLockLegalHoldStatus | None
+    StatusCode: GetObjectResponseStatusCode | None
 
 
 ResponseExpires = datetime
@@ -2558,84 +2559,84 @@ class GetObjectOutput(TypedDict, total=False):
 
 class GetObjectRequest(ServiceRequest):
     Bucket: BucketName
-    IfMatch: Optional[IfMatch]
-    IfModifiedSince: Optional[IfModifiedSince]
-    IfNoneMatch: Optional[IfNoneMatch]
-    IfUnmodifiedSince: Optional[IfUnmodifiedSince]
+    IfMatch: IfMatch | None
+    IfModifiedSince: IfModifiedSince | None
+    IfNoneMatch: IfNoneMatch | None
+    IfUnmodifiedSince: IfUnmodifiedSince | None
     Key: ObjectKey
-    Range: Optional[Range]
-    ResponseCacheControl: Optional[ResponseCacheControl]
-    ResponseContentDisposition: Optional[ResponseContentDisposition]
-    ResponseContentEncoding: Optional[ResponseContentEncoding]
-    ResponseContentLanguage: Optional[ResponseContentLanguage]
-    ResponseContentType: Optional[ResponseContentType]
-    ResponseExpires: Optional[ResponseExpires]
-    VersionId: Optional[ObjectVersionId]
-    SSECustomerAlgorithm: Optional[SSECustomerAlgorithm]
-    SSECustomerKey: Optional[SSECustomerKey]
-    SSECustomerKeyMD5: Optional[SSECustomerKeyMD5]
-    RequestPayer: Optional[RequestPayer]
-    PartNumber: Optional[PartNumber]
-    ExpectedBucketOwner: Optional[AccountId]
-    ChecksumMode: Optional[ChecksumMode]
+    Range: Range | None
+    ResponseCacheControl: ResponseCacheControl | None
+    ResponseContentDisposition: ResponseContentDisposition | None
+    ResponseContentEncoding: ResponseContentEncoding | None
+    ResponseContentLanguage: ResponseContentLanguage | None
+    ResponseContentType: ResponseContentType | None
+    ResponseExpires: ResponseExpires | None
+    VersionId: ObjectVersionId | None
+    SSECustomerAlgorithm: SSECustomerAlgorithm | None
+    SSECustomerKey: SSECustomerKey | None
+    SSECustomerKeyMD5: SSECustomerKeyMD5 | None
+    RequestPayer: RequestPayer | None
+    PartNumber: PartNumber | None
+    ExpectedBucketOwner: AccountId | None
+    ChecksumMode: ChecksumMode | None
 
 
 class ObjectLockRetention(TypedDict, total=False):
-    Mode: Optional[ObjectLockRetentionMode]
-    RetainUntilDate: Optional[Date]
+    Mode: ObjectLockRetentionMode | None
+    RetainUntilDate: Date | None
 
 
 class GetObjectRetentionOutput(TypedDict, total=False):
-    Retention: Optional[ObjectLockRetention]
+    Retention: ObjectLockRetention | None
 
 
 class GetObjectRetentionRequest(ServiceRequest):
     Bucket: BucketName
     Key: ObjectKey
-    VersionId: Optional[ObjectVersionId]
-    RequestPayer: Optional[RequestPayer]
-    ExpectedBucketOwner: Optional[AccountId]
+    VersionId: ObjectVersionId | None
+    RequestPayer: RequestPayer | None
+    ExpectedBucketOwner: AccountId | None
 
 
 class GetObjectTaggingOutput(TypedDict, total=False):
-    VersionId: Optional[ObjectVersionId]
+    VersionId: ObjectVersionId | None
     TagSet: TagSet
 
 
 class GetObjectTaggingRequest(ServiceRequest):
     Bucket: BucketName
     Key: ObjectKey
-    VersionId: Optional[ObjectVersionId]
-    ExpectedBucketOwner: Optional[AccountId]
-    RequestPayer: Optional[RequestPayer]
+    VersionId: ObjectVersionId | None
+    ExpectedBucketOwner: AccountId | None
+    RequestPayer: RequestPayer | None
 
 
 class GetObjectTorrentOutput(TypedDict, total=False):
-    Body: Optional[Union[Body, IO[Body], Iterable[Body]]]
-    RequestCharged: Optional[RequestCharged]
+    Body: Body | IO[Body] | Iterable[Body] | None
+    RequestCharged: RequestCharged | None
 
 
 class GetObjectTorrentRequest(ServiceRequest):
     Bucket: BucketName
     Key: ObjectKey
-    RequestPayer: Optional[RequestPayer]
-    ExpectedBucketOwner: Optional[AccountId]
+    RequestPayer: RequestPayer | None
+    ExpectedBucketOwner: AccountId | None
 
 
 class PublicAccessBlockConfiguration(TypedDict, total=False):
-    BlockPublicAcls: Optional[Setting]
-    IgnorePublicAcls: Optional[Setting]
-    BlockPublicPolicy: Optional[Setting]
-    RestrictPublicBuckets: Optional[Setting]
+    BlockPublicAcls: Setting | None
+    IgnorePublicAcls: Setting | None
+    BlockPublicPolicy: Setting | None
+    RestrictPublicBuckets: Setting | None
 
 
 class GetPublicAccessBlockOutput(TypedDict, total=False):
-    PublicAccessBlockConfiguration: Optional[PublicAccessBlockConfiguration]
+    PublicAccessBlockConfiguration: PublicAccessBlockConfiguration | None
 
 
 class GetPublicAccessBlockRequest(ServiceRequest):
     Bucket: BucketName
-    ExpectedBucketOwner: Optional[AccountId]
+    ExpectedBucketOwner: AccountId | None
 
 
 class GlacierJobParameters(TypedDict, total=False):
@@ -2643,87 +2644,87 @@ class GlacierJobParameters(TypedDict, total=False):
 
 
 class HeadBucketOutput(TypedDict, total=False):
-    BucketRegion: Optional[BucketRegion]
-    BucketContentType: Optional[BucketContentType]
+    BucketRegion: BucketRegion | None
+    BucketContentType: BucketContentType | None
 
 
 class HeadBucketRequest(ServiceRequest):
     Bucket: BucketName
-    ExpectedBucketOwner: Optional[AccountId]
+    ExpectedBucketOwner: AccountId | None
 
 
 class HeadObjectOutput(TypedDict, total=False):
-    DeleteMarker: Optional[DeleteMarker]
-    AcceptRanges: Optional[AcceptRanges]
-    Expiration: Optional[Expiration]
-    Restore: Optional[Restore]
-    ArchiveStatus: Optional[ArchiveStatus]
-    LastModified: Optional[LastModified]
-    ContentLength: Optional[ContentLength]
-    ChecksumCRC32: Optional[ChecksumCRC32]
-    ChecksumCRC32C: Optional[ChecksumCRC32C]
-    ChecksumCRC64NVME: Optional[ChecksumCRC64NVME]
-    ChecksumSHA1: Optional[ChecksumSHA1]
-    ChecksumSHA256: Optional[ChecksumSHA256]
-    ChecksumType: Optional[ChecksumType]
-    ETag: Optional[ETag]
-    MissingMeta: Optional[MissingMeta]
-    VersionId: Optional[ObjectVersionId]
-    CacheControl: Optional[CacheControl]
-    ContentDisposition: Optional[ContentDisposition]
-    ContentEncoding: Optional[ContentEncoding]
-    ContentLanguage: Optional[ContentLanguage]
-    ContentType: Optional[ContentType]
-    ContentRange: Optional[ContentRange]
-    Expires: Optional[Expires]
-    WebsiteRedirectLocation: Optional[WebsiteRedirectLocation]
-    ServerSideEncryption: Optional[ServerSideEncryption]
-    Metadata: Optional[Metadata]
-    SSECustomerAlgorithm: Optional[SSECustomerAlgorithm]
-    SSECustomerKeyMD5: Optional[SSECustomerKeyMD5]
-    SSEKMSKeyId: Optional[SSEKMSKeyId]
-    BucketKeyEnabled: Optional[BucketKeyEnabled]
-    StorageClass: Optional[StorageClass]
-    RequestCharged: Optional[RequestCharged]
-    ReplicationStatus: Optional[ReplicationStatus]
-    PartsCount: Optional[PartsCount]
-    TagCount: Optional[TagCount]
-    ObjectLockMode: Optional[ObjectLockMode]
-    ObjectLockRetainUntilDate: Optional[ObjectLockRetainUntilDate]
-    ObjectLockLegalHoldStatus: Optional[ObjectLockLegalHoldStatus]
-    StatusCode: Optional[GetObjectResponseStatusCode]
+    DeleteMarker: DeleteMarker | None
+    AcceptRanges: AcceptRanges | None
+    Expiration: Expiration | None
+    Restore: Restore | None
+    ArchiveStatus: ArchiveStatus | None
+    LastModified: LastModified | None
+    ContentLength: ContentLength | None
+    ChecksumCRC32: ChecksumCRC32 | None
+    ChecksumCRC32C: ChecksumCRC32C | None
+    ChecksumCRC64NVME: ChecksumCRC64NVME | None
+    ChecksumSHA1: ChecksumSHA1 | None
+    ChecksumSHA256: ChecksumSHA256 | None
+    ChecksumType: ChecksumType | None
+    ETag: ETag | None
+    MissingMeta: MissingMeta | None
+    VersionId: ObjectVersionId | None
+    CacheControl: CacheControl | None
+    ContentDisposition: ContentDisposition | None
+    ContentEncoding: ContentEncoding | None
+    ContentLanguage: ContentLanguage | None
+    ContentType: ContentType | None
+    ContentRange: ContentRange | None
+    Expires: Expires | None
+    WebsiteRedirectLocation: WebsiteRedirectLocation | None
+    ServerSideEncryption: ServerSideEncryption | None
+    Metadata: Metadata | None
+    SSECustomerAlgorithm: SSECustomerAlgorithm | None
+    SSECustomerKeyMD5: SSECustomerKeyMD5 | None
+    SSEKMSKeyId: SSEKMSKeyId | None
+    BucketKeyEnabled: BucketKeyEnabled | None
+    StorageClass: StorageClass | None
+    RequestCharged: RequestCharged | None
+    ReplicationStatus: ReplicationStatus | None
+    PartsCount: PartsCount | None
+    TagCount: TagCount | None
+    ObjectLockMode: ObjectLockMode | None
+    ObjectLockRetainUntilDate: ObjectLockRetainUntilDate | None
+    ObjectLockLegalHoldStatus: ObjectLockLegalHoldStatus | None
+    StatusCode: GetObjectResponseStatusCode | None
 
 
 class HeadObjectRequest(ServiceRequest):
     Bucket: BucketName
-    IfMatch: Optional[IfMatch]
-    IfModifiedSince: Optional[IfModifiedSince]
-    IfNoneMatch: Optional[IfNoneMatch]
-    IfUnmodifiedSince: Optional[IfUnmodifiedSince]
+    IfMatch: IfMatch | None
+    IfModifiedSince: IfModifiedSince | None
+    IfNoneMatch: IfNoneMatch | None
+    IfUnmodifiedSince: IfUnmodifiedSince | None
     Key: ObjectKey
-    Range: Optional[Range]
-    ResponseCacheControl: Optional[ResponseCacheControl]
-    ResponseContentDisposition: Optional[ResponseContentDisposition]
-    ResponseContentEncoding: Optional[ResponseContentEncoding]
-    ResponseContentLanguage: Optional[ResponseContentLanguage]
-    ResponseContentType: Optional[ResponseContentType]
-    ResponseExpires: Optional[ResponseExpires]
-    VersionId: Optional[ObjectVersionId]
-    SSECustomerAlgorithm: Optional[SSECustomerAlgorithm]
-    SSECustomerKey: Optional[SSECustomerKey]
-    SSECustomerKeyMD5: Optional[SSECustomerKeyMD5]
-    RequestPayer: Optional[RequestPayer]
-    PartNumber: Optional[PartNumber]
-    ExpectedBucketOwner: Optional[AccountId]
-    ChecksumMode: Optional[ChecksumMode]
+    Range: Range | None
+    ResponseCacheControl: ResponseCacheControl | None
+    ResponseContentDisposition: ResponseContentDisposition | None
+    ResponseContentEncoding: ResponseContentEncoding | None
+    ResponseContentLanguage: ResponseContentLanguage | None
+    ResponseContentType: ResponseContentType | None
+    ResponseExpires: ResponseExpires | None
+    VersionId: ObjectVersionId | None
+    SSECustomerAlgorithm: SSECustomerAlgorithm | None
+    SSECustomerKey: SSECustomerKey | None
+    SSECustomerKeyMD5: SSECustomerKeyMD5 | None
+    RequestPayer: RequestPayer | None
+    PartNumber: PartNumber | None
+    ExpectedBucketOwner: AccountId | None
+    ChecksumMode: ChecksumMode | None
 
 
 Initiated = datetime
 
 
 class Initiator(TypedDict, total=False):
-    ID: Optional[ID]
-    DisplayName: Optional[DisplayName]
+    ID: ID | None
+    DisplayName: DisplayName | None
 
 
 class ParquetInput(TypedDict, total=False):
@@ -2731,27 +2732,27 @@ class ParquetInput(TypedDict, total=False):
 
 
 class JSONInput(TypedDict, total=False):
-    Type: Optional[JSONType]
+    Type: JSONType | None
 
 
 class InputSerialization(TypedDict, total=False):
-    CSV: Optional[CSVInput]
-    CompressionType: Optional[CompressionType]
-    JSON: Optional[JSONInput]
-    Parquet: Optional[ParquetInput]
+    CSV: CSVInput | None
+    CompressionType: CompressionType | None
+    JSON: JSONInput | None
+    Parquet: ParquetInput | None
 
 
-IntelligentTieringConfigurationList = List[IntelligentTieringConfiguration]
-InventoryConfigurationList = List[InventoryConfiguration]
+IntelligentTieringConfigurationList = list[IntelligentTieringConfiguration]
+InventoryConfigurationList = list[InventoryConfiguration]
 
 
 class InventoryTableConfigurationUpdates(TypedDict, total=False):
     ConfigurationState: InventoryConfigurationState
-    EncryptionConfiguration: Optional[MetadataTableEncryptionConfiguration]
+    EncryptionConfiguration: MetadataTableEncryptionConfiguration | None
 
 
 class JSONOutput(TypedDict, total=False):
-    RecordDelimiter: Optional[RecordDelimiter]
+    RecordDelimiter: RecordDelimiter | None
 
 
 class JournalTableConfigurationUpdates(TypedDict, total=False):
@@ -2759,21 +2760,21 @@ class JournalTableConfigurationUpdates(TypedDict, total=False):
 
 
 class S3KeyFilter(TypedDict, total=False):
-    FilterRules: Optional[FilterRuleList]
+    FilterRules: FilterRuleList | None
 
 
 class NotificationConfigurationFilter(TypedDict, total=False):
-    Key: Optional[S3KeyFilter]
+    Key: S3KeyFilter | None
 
 
 class LambdaFunctionConfiguration(TypedDict, total=False):
-    Id: Optional[NotificationId]
+    Id: NotificationId | None
     LambdaFunctionArn: LambdaFunctionArn
     Events: EventList
-    Filter: Optional[NotificationConfigurationFilter]
+    Filter: NotificationConfigurationFilter | None
 
 
-LambdaFunctionConfigurationList = List[LambdaFunctionConfiguration]
+LambdaFunctionConfigurationList = list[LambdaFunctionConfiguration]
 
 
 class LifecycleConfiguration(TypedDict, total=False):
@@ -2781,357 +2782,357 @@ class LifecycleConfiguration(TypedDict, total=False):
 
 
 class ListBucketAnalyticsConfigurationsOutput(TypedDict, total=False):
-    IsTruncated: Optional[IsTruncated]
-    ContinuationToken: Optional[Token]
-    NextContinuationToken: Optional[NextToken]
-    AnalyticsConfigurationList: Optional[AnalyticsConfigurationList]
+    IsTruncated: IsTruncated | None
+    ContinuationToken: Token | None
+    NextContinuationToken: NextToken | None
+    AnalyticsConfigurationList: AnalyticsConfigurationList | None
 
 
 class ListBucketAnalyticsConfigurationsRequest(ServiceRequest):
     Bucket: BucketName
-    ContinuationToken: Optional[Token]
-    ExpectedBucketOwner: Optional[AccountId]
+    ContinuationToken: Token | None
+    ExpectedBucketOwner: AccountId | None
 
 
 class ListBucketIntelligentTieringConfigurationsOutput(TypedDict, total=False):
-    IsTruncated: Optional[IsTruncated]
-    ContinuationToken: Optional[Token]
-    NextContinuationToken: Optional[NextToken]
-    IntelligentTieringConfigurationList: Optional[IntelligentTieringConfigurationList]
+    IsTruncated: IsTruncated | None
+    ContinuationToken: Token | None
+    NextContinuationToken: NextToken | None
+    IntelligentTieringConfigurationList: IntelligentTieringConfigurationList | None
 
 
 class ListBucketIntelligentTieringConfigurationsRequest(ServiceRequest):
     Bucket: BucketName
-    ContinuationToken: Optional[Token]
-    ExpectedBucketOwner: Optional[AccountId]
+    ContinuationToken: Token | None
+    ExpectedBucketOwner: AccountId | None
 
 
 class ListBucketInventoryConfigurationsOutput(TypedDict, total=False):
-    ContinuationToken: Optional[Token]
-    InventoryConfigurationList: Optional[InventoryConfigurationList]
-    IsTruncated: Optional[IsTruncated]
-    NextContinuationToken: Optional[NextToken]
+    ContinuationToken: Token | None
+    InventoryConfigurationList: InventoryConfigurationList | None
+    IsTruncated: IsTruncated | None
+    NextContinuationToken: NextToken | None
 
 
 class ListBucketInventoryConfigurationsRequest(ServiceRequest):
     Bucket: BucketName
-    ContinuationToken: Optional[Token]
-    ExpectedBucketOwner: Optional[AccountId]
+    ContinuationToken: Token | None
+    ExpectedBucketOwner: AccountId | None
 
 
-MetricsConfigurationList = List[MetricsConfiguration]
+MetricsConfigurationList = list[MetricsConfiguration]
 
 
 class ListBucketMetricsConfigurationsOutput(TypedDict, total=False):
-    IsTruncated: Optional[IsTruncated]
-    ContinuationToken: Optional[Token]
-    NextContinuationToken: Optional[NextToken]
-    MetricsConfigurationList: Optional[MetricsConfigurationList]
+    IsTruncated: IsTruncated | None
+    ContinuationToken: Token | None
+    NextContinuationToken: NextToken | None
+    MetricsConfigurationList: MetricsConfigurationList | None
 
 
 class ListBucketMetricsConfigurationsRequest(ServiceRequest):
     Bucket: BucketName
-    ContinuationToken: Optional[Token]
-    ExpectedBucketOwner: Optional[AccountId]
+    ContinuationToken: Token | None
+    ExpectedBucketOwner: AccountId | None
 
 
 class ListBucketsOutput(TypedDict, total=False):
-    Owner: Optional[Owner]
-    ContinuationToken: Optional[NextToken]
-    Prefix: Optional[Prefix]
-    Buckets: Optional[Buckets]
+    Owner: Owner | None
+    ContinuationToken: NextToken | None
+    Prefix: Prefix | None
+    Buckets: Buckets | None
 
 
 class ListBucketsRequest(ServiceRequest):
-    MaxBuckets: Optional[MaxBuckets]
-    ContinuationToken: Optional[Token]
-    Prefix: Optional[Prefix]
-    BucketRegion: Optional[BucketRegion]
+    MaxBuckets: MaxBuckets | None
+    ContinuationToken: Token | None
+    Prefix: Prefix | None
+    BucketRegion: BucketRegion | None
 
 
 class ListDirectoryBucketsOutput(TypedDict, total=False):
-    Buckets: Optional[Buckets]
-    ContinuationToken: Optional[DirectoryBucketToken]
+    Buckets: Buckets | None
+    ContinuationToken: DirectoryBucketToken | None
 
 
 class ListDirectoryBucketsRequest(ServiceRequest):
-    ContinuationToken: Optional[DirectoryBucketToken]
-    MaxDirectoryBuckets: Optional[MaxDirectoryBuckets]
+    ContinuationToken: DirectoryBucketToken | None
+    MaxDirectoryBuckets: MaxDirectoryBuckets | None
 
 
 class MultipartUpload(TypedDict, total=False):
-    UploadId: Optional[MultipartUploadId]
-    Key: Optional[ObjectKey]
-    Initiated: Optional[Initiated]
-    StorageClass: Optional[StorageClass]
-    Owner: Optional[Owner]
-    Initiator: Optional[Initiator]
-    ChecksumAlgorithm: Optional[ChecksumAlgorithm]
-    ChecksumType: Optional[ChecksumType]
+    UploadId: MultipartUploadId | None
+    Key: ObjectKey | None
+    Initiated: Initiated | None
+    StorageClass: StorageClass | None
+    Owner: Owner | None
+    Initiator: Initiator | None
+    ChecksumAlgorithm: ChecksumAlgorithm | None
+    ChecksumType: ChecksumType | None
 
 
-MultipartUploadList = List[MultipartUpload]
+MultipartUploadList = list[MultipartUpload]
 
 
 class ListMultipartUploadsOutput(TypedDict, total=False):
-    Bucket: Optional[BucketName]
-    KeyMarker: Optional[KeyMarker]
-    UploadIdMarker: Optional[UploadIdMarker]
-    NextKeyMarker: Optional[NextKeyMarker]
-    Prefix: Optional[Prefix]
-    Delimiter: Optional[Delimiter]
-    NextUploadIdMarker: Optional[NextUploadIdMarker]
-    MaxUploads: Optional[MaxUploads]
-    IsTruncated: Optional[IsTruncated]
-    Uploads: Optional[MultipartUploadList]
-    CommonPrefixes: Optional[CommonPrefixList]
-    EncodingType: Optional[EncodingType]
-    RequestCharged: Optional[RequestCharged]
+    Bucket: BucketName | None
+    KeyMarker: KeyMarker | None
+    UploadIdMarker: UploadIdMarker | None
+    NextKeyMarker: NextKeyMarker | None
+    Prefix: Prefix | None
+    Delimiter: Delimiter | None
+    NextUploadIdMarker: NextUploadIdMarker | None
+    MaxUploads: MaxUploads | None
+    IsTruncated: IsTruncated | None
+    Uploads: MultipartUploadList | None
+    CommonPrefixes: CommonPrefixList | None
+    EncodingType: EncodingType | None
+    RequestCharged: RequestCharged | None
 
 
 class ListMultipartUploadsRequest(ServiceRequest):
     Bucket: BucketName
-    Delimiter: Optional[Delimiter]
-    EncodingType: Optional[EncodingType]
-    KeyMarker: Optional[KeyMarker]
-    MaxUploads: Optional[MaxUploads]
-    Prefix: Optional[Prefix]
-    UploadIdMarker: Optional[UploadIdMarker]
-    ExpectedBucketOwner: Optional[AccountId]
-    RequestPayer: Optional[RequestPayer]
+    Delimiter: Delimiter | None
+    EncodingType: EncodingType | None
+    KeyMarker: KeyMarker | None
+    MaxUploads: MaxUploads | None
+    Prefix: Prefix | None
+    UploadIdMarker: UploadIdMarker | None
+    ExpectedBucketOwner: AccountId | None
+    RequestPayer: RequestPayer | None
 
 
 RestoreExpiryDate = datetime
 
 
 class RestoreStatus(TypedDict, total=False):
-    IsRestoreInProgress: Optional[IsRestoreInProgress]
-    RestoreExpiryDate: Optional[RestoreExpiryDate]
+    IsRestoreInProgress: IsRestoreInProgress | None
+    RestoreExpiryDate: RestoreExpiryDate | None
 
 
 class ObjectVersion(TypedDict, total=False):
-    ETag: Optional[ETag]
-    ChecksumAlgorithm: Optional[ChecksumAlgorithmList]
-    ChecksumType: Optional[ChecksumType]
-    Size: Optional[Size]
-    StorageClass: Optional[ObjectVersionStorageClass]
-    Key: Optional[ObjectKey]
-    VersionId: Optional[ObjectVersionId]
-    IsLatest: Optional[IsLatest]
-    LastModified: Optional[LastModified]
-    Owner: Optional[Owner]
-    RestoreStatus: Optional[RestoreStatus]
+    ETag: ETag | None
+    ChecksumAlgorithm: ChecksumAlgorithmList | None
+    ChecksumType: ChecksumType | None
+    Size: Size | None
+    StorageClass: ObjectVersionStorageClass | None
+    Key: ObjectKey | None
+    VersionId: ObjectVersionId | None
+    IsLatest: IsLatest | None
+    LastModified: LastModified | None
+    Owner: Owner | None
+    RestoreStatus: RestoreStatus | None
 
 
-ObjectVersionList = List[ObjectVersion]
+ObjectVersionList = list[ObjectVersion]
 
 
 class ListObjectVersionsOutput(TypedDict, total=False):
-    IsTruncated: Optional[IsTruncated]
-    KeyMarker: Optional[KeyMarker]
-    VersionIdMarker: Optional[VersionIdMarker]
-    NextKeyMarker: Optional[NextKeyMarker]
-    NextVersionIdMarker: Optional[NextVersionIdMarker]
-    DeleteMarkers: Optional[DeleteMarkers]
-    Name: Optional[BucketName]
-    Prefix: Optional[Prefix]
-    Delimiter: Optional[Delimiter]
-    MaxKeys: Optional[MaxKeys]
-    CommonPrefixes: Optional[CommonPrefixList]
-    EncodingType: Optional[EncodingType]
-    RequestCharged: Optional[RequestCharged]
-    Versions: Optional[ObjectVersionList]
+    IsTruncated: IsTruncated | None
+    KeyMarker: KeyMarker | None
+    VersionIdMarker: VersionIdMarker | None
+    NextKeyMarker: NextKeyMarker | None
+    NextVersionIdMarker: NextVersionIdMarker | None
+    DeleteMarkers: DeleteMarkers | None
+    Name: BucketName | None
+    Prefix: Prefix | None
+    Delimiter: Delimiter | None
+    MaxKeys: MaxKeys | None
+    CommonPrefixes: CommonPrefixList | None
+    EncodingType: EncodingType | None
+    RequestCharged: RequestCharged | None
+    Versions: ObjectVersionList | None
 
 
-OptionalObjectAttributesList = List[OptionalObjectAttributes]
+OptionalObjectAttributesList = list[OptionalObjectAttributes]
 
 
 class ListObjectVersionsRequest(ServiceRequest):
     Bucket: BucketName
-    Delimiter: Optional[Delimiter]
-    EncodingType: Optional[EncodingType]
-    KeyMarker: Optional[KeyMarker]
-    MaxKeys: Optional[MaxKeys]
-    Prefix: Optional[Prefix]
-    VersionIdMarker: Optional[VersionIdMarker]
-    ExpectedBucketOwner: Optional[AccountId]
-    RequestPayer: Optional[RequestPayer]
-    OptionalObjectAttributes: Optional[OptionalObjectAttributesList]
+    Delimiter: Delimiter | None
+    EncodingType: EncodingType | None
+    KeyMarker: KeyMarker | None
+    MaxKeys: MaxKeys | None
+    Prefix: Prefix | None
+    VersionIdMarker: VersionIdMarker | None
+    ExpectedBucketOwner: AccountId | None
+    RequestPayer: RequestPayer | None
+    OptionalObjectAttributes: OptionalObjectAttributesList | None
 
 
 class Object(TypedDict, total=False):
-    Key: Optional[ObjectKey]
-    LastModified: Optional[LastModified]
-    ETag: Optional[ETag]
-    ChecksumAlgorithm: Optional[ChecksumAlgorithmList]
-    ChecksumType: Optional[ChecksumType]
-    Size: Optional[Size]
-    StorageClass: Optional[ObjectStorageClass]
-    Owner: Optional[Owner]
-    RestoreStatus: Optional[RestoreStatus]
+    Key: ObjectKey | None
+    LastModified: LastModified | None
+    ETag: ETag | None
+    ChecksumAlgorithm: ChecksumAlgorithmList | None
+    ChecksumType: ChecksumType | None
+    Size: Size | None
+    StorageClass: ObjectStorageClass | None
+    Owner: Owner | None
+    RestoreStatus: RestoreStatus | None
 
 
-ObjectList = List[Object]
+ObjectList = list[Object]
 
 
 class ListObjectsOutput(TypedDict, total=False):
-    IsTruncated: Optional[IsTruncated]
-    Marker: Optional[Marker]
-    NextMarker: Optional[NextMarker]
-    Name: Optional[BucketName]
-    Prefix: Optional[Prefix]
-    Delimiter: Optional[Delimiter]
-    MaxKeys: Optional[MaxKeys]
-    CommonPrefixes: Optional[CommonPrefixList]
-    EncodingType: Optional[EncodingType]
-    RequestCharged: Optional[RequestCharged]
-    BucketRegion: Optional[BucketRegion]
-    Contents: Optional[ObjectList]
+    IsTruncated: IsTruncated | None
+    Marker: Marker | None
+    NextMarker: NextMarker | None
+    Name: BucketName | None
+    Prefix: Prefix | None
+    Delimiter: Delimiter | None
+    MaxKeys: MaxKeys | None
+    CommonPrefixes: CommonPrefixList | None
+    EncodingType: EncodingType | None
+    RequestCharged: RequestCharged | None
+    BucketRegion: BucketRegion | None
+    Contents: ObjectList | None
 
 
 class ListObjectsRequest(ServiceRequest):
     Bucket: BucketName
-    Delimiter: Optional[Delimiter]
-    EncodingType: Optional[EncodingType]
-    Marker: Optional[Marker]
-    MaxKeys: Optional[MaxKeys]
-    Prefix: Optional[Prefix]
-    RequestPayer: Optional[RequestPayer]
-    ExpectedBucketOwner: Optional[AccountId]
-    OptionalObjectAttributes: Optional[OptionalObjectAttributesList]
+    Delimiter: Delimiter | None
+    EncodingType: EncodingType | None
+    Marker: Marker | None
+    MaxKeys: MaxKeys | None
+    Prefix: Prefix | None
+    RequestPayer: RequestPayer | None
+    ExpectedBucketOwner: AccountId | None
+    OptionalObjectAttributes: OptionalObjectAttributesList | None
 
 
 class ListObjectsV2Output(TypedDict, total=False):
-    IsTruncated: Optional[IsTruncated]
-    Name: Optional[BucketName]
-    Prefix: Optional[Prefix]
-    Delimiter: Optional[Delimiter]
-    MaxKeys: Optional[MaxKeys]
-    CommonPrefixes: Optional[CommonPrefixList]
-    EncodingType: Optional[EncodingType]
-    KeyCount: Optional[KeyCount]
-    ContinuationToken: Optional[Token]
-    NextContinuationToken: Optional[NextToken]
-    StartAfter: Optional[StartAfter]
-    RequestCharged: Optional[RequestCharged]
-    BucketRegion: Optional[BucketRegion]
-    Contents: Optional[ObjectList]
+    IsTruncated: IsTruncated | None
+    Name: BucketName | None
+    Prefix: Prefix | None
+    Delimiter: Delimiter | None
+    MaxKeys: MaxKeys | None
+    CommonPrefixes: CommonPrefixList | None
+    EncodingType: EncodingType | None
+    KeyCount: KeyCount | None
+    ContinuationToken: Token | None
+    NextContinuationToken: NextToken | None
+    StartAfter: StartAfter | None
+    RequestCharged: RequestCharged | None
+    BucketRegion: BucketRegion | None
+    Contents: ObjectList | None
 
 
 class ListObjectsV2Request(ServiceRequest):
     Bucket: BucketName
-    Delimiter: Optional[Delimiter]
-    EncodingType: Optional[EncodingType]
-    MaxKeys: Optional[MaxKeys]
-    Prefix: Optional[Prefix]
-    ContinuationToken: Optional[Token]
-    FetchOwner: Optional[FetchOwner]
-    StartAfter: Optional[StartAfter]
-    RequestPayer: Optional[RequestPayer]
-    ExpectedBucketOwner: Optional[AccountId]
-    OptionalObjectAttributes: Optional[OptionalObjectAttributesList]
+    Delimiter: Delimiter | None
+    EncodingType: EncodingType | None
+    MaxKeys: MaxKeys | None
+    Prefix: Prefix | None
+    ContinuationToken: Token | None
+    FetchOwner: FetchOwner | None
+    StartAfter: StartAfter | None
+    RequestPayer: RequestPayer | None
+    ExpectedBucketOwner: AccountId | None
+    OptionalObjectAttributes: OptionalObjectAttributesList | None
 
 
 class Part(TypedDict, total=False):
-    PartNumber: Optional[PartNumber]
-    LastModified: Optional[LastModified]
-    ETag: Optional[ETag]
-    Size: Optional[Size]
-    ChecksumCRC32: Optional[ChecksumCRC32]
-    ChecksumCRC32C: Optional[ChecksumCRC32C]
-    ChecksumCRC64NVME: Optional[ChecksumCRC64NVME]
-    ChecksumSHA1: Optional[ChecksumSHA1]
-    ChecksumSHA256: Optional[ChecksumSHA256]
+    PartNumber: PartNumber | None
+    LastModified: LastModified | None
+    ETag: ETag | None
+    Size: Size | None
+    ChecksumCRC32: ChecksumCRC32 | None
+    ChecksumCRC32C: ChecksumCRC32C | None
+    ChecksumCRC64NVME: ChecksumCRC64NVME | None
+    ChecksumSHA1: ChecksumSHA1 | None
+    ChecksumSHA256: ChecksumSHA256 | None
 
 
-Parts = List[Part]
+Parts = list[Part]
 
 
 class ListPartsOutput(TypedDict, total=False):
-    AbortDate: Optional[AbortDate]
-    AbortRuleId: Optional[AbortRuleId]
-    Bucket: Optional[BucketName]
-    Key: Optional[ObjectKey]
-    UploadId: Optional[MultipartUploadId]
-    PartNumberMarker: Optional[PartNumberMarker]
-    NextPartNumberMarker: Optional[NextPartNumberMarker]
-    MaxParts: Optional[MaxParts]
-    IsTruncated: Optional[IsTruncated]
-    Parts: Optional[Parts]
-    Initiator: Optional[Initiator]
-    Owner: Optional[Owner]
-    StorageClass: Optional[StorageClass]
-    RequestCharged: Optional[RequestCharged]
-    ChecksumAlgorithm: Optional[ChecksumAlgorithm]
-    ChecksumType: Optional[ChecksumType]
+    AbortDate: AbortDate | None
+    AbortRuleId: AbortRuleId | None
+    Bucket: BucketName | None
+    Key: ObjectKey | None
+    UploadId: MultipartUploadId | None
+    PartNumberMarker: PartNumberMarker | None
+    NextPartNumberMarker: NextPartNumberMarker | None
+    MaxParts: MaxParts | None
+    IsTruncated: IsTruncated | None
+    Parts: Parts | None
+    Initiator: Initiator | None
+    Owner: Owner | None
+    StorageClass: StorageClass | None
+    RequestCharged: RequestCharged | None
+    ChecksumAlgorithm: ChecksumAlgorithm | None
+    ChecksumType: ChecksumType | None
 
 
 class ListPartsRequest(ServiceRequest):
     Bucket: BucketName
     Key: ObjectKey
-    MaxParts: Optional[MaxParts]
-    PartNumberMarker: Optional[PartNumberMarker]
+    MaxParts: MaxParts | None
+    PartNumberMarker: PartNumberMarker | None
     UploadId: MultipartUploadId
-    RequestPayer: Optional[RequestPayer]
-    ExpectedBucketOwner: Optional[AccountId]
-    SSECustomerAlgorithm: Optional[SSECustomerAlgorithm]
-    SSECustomerKey: Optional[SSECustomerKey]
-    SSECustomerKeyMD5: Optional[SSECustomerKeyMD5]
+    RequestPayer: RequestPayer | None
+    ExpectedBucketOwner: AccountId | None
+    SSECustomerAlgorithm: SSECustomerAlgorithm | None
+    SSECustomerKey: SSECustomerKey | None
+    SSECustomerKeyMD5: SSECustomerKeyMD5 | None
 
 
 class MetadataEntry(TypedDict, total=False):
-    Name: Optional[MetadataKey]
-    Value: Optional[MetadataValue]
+    Name: MetadataKey | None
+    Value: MetadataValue | None
 
 
 class QueueConfiguration(TypedDict, total=False):
-    Id: Optional[NotificationId]
+    Id: NotificationId | None
     QueueArn: QueueArn
     Events: EventList
-    Filter: Optional[NotificationConfigurationFilter]
+    Filter: NotificationConfigurationFilter | None
 
 
-QueueConfigurationList = List[QueueConfiguration]
+QueueConfigurationList = list[QueueConfiguration]
 
 
 class TopicConfiguration(TypedDict, total=False):
-    Id: Optional[NotificationId]
+    Id: NotificationId | None
     TopicArn: TopicArn
     Events: EventList
-    Filter: Optional[NotificationConfigurationFilter]
+    Filter: NotificationConfigurationFilter | None
 
 
-TopicConfigurationList = List[TopicConfiguration]
+TopicConfigurationList = list[TopicConfiguration]
 
 
 class NotificationConfiguration(TypedDict, total=False):
-    TopicConfigurations: Optional[TopicConfigurationList]
-    QueueConfigurations: Optional[QueueConfigurationList]
-    LambdaFunctionConfigurations: Optional[LambdaFunctionConfigurationList]
-    EventBridgeConfiguration: Optional[EventBridgeConfiguration]
+    TopicConfigurations: TopicConfigurationList | None
+    QueueConfigurations: QueueConfigurationList | None
+    LambdaFunctionConfigurations: LambdaFunctionConfigurationList | None
+    EventBridgeConfiguration: EventBridgeConfiguration | None
 
 
 class QueueConfigurationDeprecated(TypedDict, total=False):
-    Id: Optional[NotificationId]
-    Event: Optional[Event]
-    Events: Optional[EventList]
-    Queue: Optional[QueueArn]
+    Id: NotificationId | None
+    Event: Event | None
+    Events: EventList | None
+    Queue: QueueArn | None
 
 
 class TopicConfigurationDeprecated(TypedDict, total=False):
-    Id: Optional[NotificationId]
-    Events: Optional[EventList]
-    Event: Optional[Event]
-    Topic: Optional[TopicArn]
+    Id: NotificationId | None
+    Events: EventList | None
+    Event: Event | None
+    Topic: TopicArn | None
 
 
 class NotificationConfigurationDeprecated(TypedDict, total=False):
-    TopicConfiguration: Optional[TopicConfigurationDeprecated]
-    QueueConfiguration: Optional[QueueConfigurationDeprecated]
-    CloudFunctionConfiguration: Optional[CloudFunctionConfiguration]
+    TopicConfiguration: TopicConfigurationDeprecated | None
+    QueueConfiguration: QueueConfigurationDeprecated | None
+    CloudFunctionConfiguration: CloudFunctionConfiguration | None
 
 
-UserMetadata = List[MetadataEntry]
+UserMetadata = list[MetadataEntry]
 
 
 class Tagging(TypedDict, total=False):
@@ -3141,81 +3142,81 @@ class Tagging(TypedDict, total=False):
 class S3Location(TypedDict, total=False):
     BucketName: BucketName
     Prefix: LocationPrefix
-    Encryption: Optional[Encryption]
-    CannedACL: Optional[ObjectCannedACL]
-    AccessControlList: Optional[Grants]
-    Tagging: Optional[Tagging]
-    UserMetadata: Optional[UserMetadata]
-    StorageClass: Optional[StorageClass]
+    Encryption: Encryption | None
+    CannedACL: ObjectCannedACL | None
+    AccessControlList: Grants | None
+    Tagging: Tagging | None
+    UserMetadata: UserMetadata | None
+    StorageClass: StorageClass | None
 
 
 class OutputLocation(TypedDict, total=False):
-    S3: Optional[S3Location]
+    S3: S3Location | None
 
 
 class OutputSerialization(TypedDict, total=False):
-    CSV: Optional[CSVOutput]
-    JSON: Optional[JSONOutput]
+    CSV: CSVOutput | None
+    JSON: JSONOutput | None
 
 
 class Progress(TypedDict, total=False):
-    BytesScanned: Optional[BytesScanned]
-    BytesProcessed: Optional[BytesProcessed]
-    BytesReturned: Optional[BytesReturned]
+    BytesScanned: BytesScanned | None
+    BytesProcessed: BytesProcessed | None
+    BytesReturned: BytesReturned | None
 
 
 class ProgressEvent(TypedDict, total=False):
-    Details: Optional[Progress]
+    Details: Progress | None
 
 
 class PutBucketAccelerateConfigurationRequest(ServiceRequest):
     Bucket: BucketName
     AccelerateConfiguration: AccelerateConfiguration
-    ExpectedBucketOwner: Optional[AccountId]
-    ChecksumAlgorithm: Optional[ChecksumAlgorithm]
+    ExpectedBucketOwner: AccountId | None
+    ChecksumAlgorithm: ChecksumAlgorithm | None
 
 
 class PutBucketAclRequest(ServiceRequest):
-    ACL: Optional[BucketCannedACL]
-    AccessControlPolicy: Optional[AccessControlPolicy]
+    ACL: BucketCannedACL | None
+    AccessControlPolicy: AccessControlPolicy | None
     Bucket: BucketName
-    ContentMD5: Optional[ContentMD5]
-    ChecksumAlgorithm: Optional[ChecksumAlgorithm]
-    GrantFullControl: Optional[GrantFullControl]
-    GrantRead: Optional[GrantRead]
-    GrantReadACP: Optional[GrantReadACP]
-    GrantWrite: Optional[GrantWrite]
-    GrantWriteACP: Optional[GrantWriteACP]
-    ExpectedBucketOwner: Optional[AccountId]
+    ContentMD5: ContentMD5 | None
+    ChecksumAlgorithm: ChecksumAlgorithm | None
+    GrantFullControl: GrantFullControl | None
+    GrantRead: GrantRead | None
+    GrantReadACP: GrantReadACP | None
+    GrantWrite: GrantWrite | None
+    GrantWriteACP: GrantWriteACP | None
+    ExpectedBucketOwner: AccountId | None
 
 
 class PutBucketAnalyticsConfigurationRequest(ServiceRequest):
     Bucket: BucketName
     Id: AnalyticsId
     AnalyticsConfiguration: AnalyticsConfiguration
-    ExpectedBucketOwner: Optional[AccountId]
+    ExpectedBucketOwner: AccountId | None
 
 
 class PutBucketCorsRequest(ServiceRequest):
     Bucket: BucketName
     CORSConfiguration: CORSConfiguration
-    ContentMD5: Optional[ContentMD5]
-    ChecksumAlgorithm: Optional[ChecksumAlgorithm]
-    ExpectedBucketOwner: Optional[AccountId]
+    ContentMD5: ContentMD5 | None
+    ChecksumAlgorithm: ChecksumAlgorithm | None
+    ExpectedBucketOwner: AccountId | None
 
 
 class PutBucketEncryptionRequest(ServiceRequest):
     Bucket: BucketName
-    ContentMD5: Optional[ContentMD5]
-    ChecksumAlgorithm: Optional[ChecksumAlgorithm]
+    ContentMD5: ContentMD5 | None
+    ChecksumAlgorithm: ChecksumAlgorithm | None
     ServerSideEncryptionConfiguration: ServerSideEncryptionConfiguration
-    ExpectedBucketOwner: Optional[AccountId]
+    ExpectedBucketOwner: AccountId | None
 
 
 class PutBucketIntelligentTieringConfigurationRequest(ServiceRequest):
     Bucket: BucketName
     Id: IntelligentTieringId
-    ExpectedBucketOwner: Optional[AccountId]
+    ExpectedBucketOwner: AccountId | None
     IntelligentTieringConfiguration: IntelligentTieringConfiguration
 
 
@@ -3223,83 +3224,83 @@ class PutBucketInventoryConfigurationRequest(ServiceRequest):
     Bucket: BucketName
     Id: InventoryId
     InventoryConfiguration: InventoryConfiguration
-    ExpectedBucketOwner: Optional[AccountId]
+    ExpectedBucketOwner: AccountId | None
 
 
 class PutBucketLifecycleConfigurationOutput(TypedDict, total=False):
-    TransitionDefaultMinimumObjectSize: Optional[TransitionDefaultMinimumObjectSize]
+    TransitionDefaultMinimumObjectSize: TransitionDefaultMinimumObjectSize | None
 
 
 class PutBucketLifecycleConfigurationRequest(ServiceRequest):
     Bucket: BucketName
-    ChecksumAlgorithm: Optional[ChecksumAlgorithm]
-    LifecycleConfiguration: Optional[BucketLifecycleConfiguration]
-    ExpectedBucketOwner: Optional[AccountId]
-    TransitionDefaultMinimumObjectSize: Optional[TransitionDefaultMinimumObjectSize]
+    ChecksumAlgorithm: ChecksumAlgorithm | None
+    LifecycleConfiguration: BucketLifecycleConfiguration | None
+    ExpectedBucketOwner: AccountId | None
+    TransitionDefaultMinimumObjectSize: TransitionDefaultMinimumObjectSize | None
 
 
 class PutBucketLifecycleRequest(ServiceRequest):
     Bucket: BucketName
-    ContentMD5: Optional[ContentMD5]
-    ChecksumAlgorithm: Optional[ChecksumAlgorithm]
-    LifecycleConfiguration: Optional[LifecycleConfiguration]
-    ExpectedBucketOwner: Optional[AccountId]
+    ContentMD5: ContentMD5 | None
+    ChecksumAlgorithm: ChecksumAlgorithm | None
+    LifecycleConfiguration: LifecycleConfiguration | None
+    ExpectedBucketOwner: AccountId | None
 
 
 class PutBucketLoggingRequest(ServiceRequest):
     Bucket: BucketName
     BucketLoggingStatus: BucketLoggingStatus
-    ContentMD5: Optional[ContentMD5]
-    ChecksumAlgorithm: Optional[ChecksumAlgorithm]
-    ExpectedBucketOwner: Optional[AccountId]
+    ContentMD5: ContentMD5 | None
+    ChecksumAlgorithm: ChecksumAlgorithm | None
+    ExpectedBucketOwner: AccountId | None
 
 
 class PutBucketMetricsConfigurationRequest(ServiceRequest):
     Bucket: BucketName
     Id: MetricsId
     MetricsConfiguration: MetricsConfiguration
-    ExpectedBucketOwner: Optional[AccountId]
+    ExpectedBucketOwner: AccountId | None
 
 
 class PutBucketNotificationConfigurationRequest(ServiceRequest):
     Bucket: BucketName
     NotificationConfiguration: NotificationConfiguration
-    ExpectedBucketOwner: Optional[AccountId]
-    SkipDestinationValidation: Optional[SkipValidation]
+    ExpectedBucketOwner: AccountId | None
+    SkipDestinationValidation: SkipValidation | None
 
 
 class PutBucketNotificationRequest(ServiceRequest):
     Bucket: BucketName
-    ContentMD5: Optional[ContentMD5]
-    ChecksumAlgorithm: Optional[ChecksumAlgorithm]
+    ContentMD5: ContentMD5 | None
+    ChecksumAlgorithm: ChecksumAlgorithm | None
     NotificationConfiguration: NotificationConfigurationDeprecated
-    ExpectedBucketOwner: Optional[AccountId]
+    ExpectedBucketOwner: AccountId | None
 
 
 class PutBucketOwnershipControlsRequest(ServiceRequest):
     Bucket: BucketName
-    ContentMD5: Optional[ContentMD5]
-    ExpectedBucketOwner: Optional[AccountId]
+    ContentMD5: ContentMD5 | None
+    ExpectedBucketOwner: AccountId | None
     OwnershipControls: OwnershipControls
-    ChecksumAlgorithm: Optional[ChecksumAlgorithm]
+    ChecksumAlgorithm: ChecksumAlgorithm | None
 
 
 class PutBucketPolicyRequest(ServiceRequest):
     Bucket: BucketName
-    ContentMD5: Optional[ContentMD5]
-    ChecksumAlgorithm: Optional[ChecksumAlgorithm]
-    ConfirmRemoveSelfBucketAccess: Optional[ConfirmRemoveSelfBucketAccess]
+    ContentMD5: ContentMD5 | None
+    ChecksumAlgorithm: ChecksumAlgorithm | None
+    ConfirmRemoveSelfBucketAccess: ConfirmRemoveSelfBucketAccess | None
     Policy: Policy
-    ExpectedBucketOwner: Optional[AccountId]
+    ExpectedBucketOwner: AccountId | None
 
 
 class PutBucketReplicationRequest(ServiceRequest):
     Bucket: BucketName
-    ContentMD5: Optional[ContentMD5]
-    ChecksumAlgorithm: Optional[ChecksumAlgorithm]
+    ContentMD5: ContentMD5 | None
+    ChecksumAlgorithm: ChecksumAlgorithm | None
     ReplicationConfiguration: ReplicationConfiguration
-    Token: Optional[ObjectLockToken]
-    ExpectedBucketOwner: Optional[AccountId]
+    Token: ObjectLockToken | None
+    ExpectedBucketOwner: AccountId | None
 
 
 class RequestPaymentConfiguration(TypedDict, total=False):
@@ -3308,207 +3309,207 @@ class RequestPaymentConfiguration(TypedDict, total=False):
 
 class PutBucketRequestPaymentRequest(ServiceRequest):
     Bucket: BucketName
-    ContentMD5: Optional[ContentMD5]
-    ChecksumAlgorithm: Optional[ChecksumAlgorithm]
+    ContentMD5: ContentMD5 | None
+    ChecksumAlgorithm: ChecksumAlgorithm | None
     RequestPaymentConfiguration: RequestPaymentConfiguration
-    ExpectedBucketOwner: Optional[AccountId]
+    ExpectedBucketOwner: AccountId | None
 
 
 class PutBucketTaggingRequest(ServiceRequest):
     Bucket: BucketName
-    ContentMD5: Optional[ContentMD5]
-    ChecksumAlgorithm: Optional[ChecksumAlgorithm]
+    ContentMD5: ContentMD5 | None
+    ChecksumAlgorithm: ChecksumAlgorithm | None
     Tagging: Tagging
-    ExpectedBucketOwner: Optional[AccountId]
+    ExpectedBucketOwner: AccountId | None
 
 
 class VersioningConfiguration(TypedDict, total=False):
-    MFADelete: Optional[MFADelete]
-    Status: Optional[BucketVersioningStatus]
+    MFADelete: MFADelete | None
+    Status: BucketVersioningStatus | None
 
 
 class PutBucketVersioningRequest(ServiceRequest):
     Bucket: BucketName
-    ContentMD5: Optional[ContentMD5]
-    ChecksumAlgorithm: Optional[ChecksumAlgorithm]
-    MFA: Optional[MFA]
+    ContentMD5: ContentMD5 | None
+    ChecksumAlgorithm: ChecksumAlgorithm | None
+    MFA: MFA | None
     VersioningConfiguration: VersioningConfiguration
-    ExpectedBucketOwner: Optional[AccountId]
+    ExpectedBucketOwner: AccountId | None
 
 
 class WebsiteConfiguration(TypedDict, total=False):
-    ErrorDocument: Optional[ErrorDocument]
-    IndexDocument: Optional[IndexDocument]
-    RedirectAllRequestsTo: Optional[RedirectAllRequestsTo]
-    RoutingRules: Optional[RoutingRules]
+    ErrorDocument: ErrorDocument | None
+    IndexDocument: IndexDocument | None
+    RedirectAllRequestsTo: RedirectAllRequestsTo | None
+    RoutingRules: RoutingRules | None
 
 
 class PutBucketWebsiteRequest(ServiceRequest):
     Bucket: BucketName
-    ContentMD5: Optional[ContentMD5]
-    ChecksumAlgorithm: Optional[ChecksumAlgorithm]
+    ContentMD5: ContentMD5 | None
+    ChecksumAlgorithm: ChecksumAlgorithm | None
     WebsiteConfiguration: WebsiteConfiguration
-    ExpectedBucketOwner: Optional[AccountId]
+    ExpectedBucketOwner: AccountId | None
 
 
 class PutObjectAclOutput(TypedDict, total=False):
-    RequestCharged: Optional[RequestCharged]
+    RequestCharged: RequestCharged | None
 
 
 class PutObjectAclRequest(ServiceRequest):
-    ACL: Optional[ObjectCannedACL]
-    AccessControlPolicy: Optional[AccessControlPolicy]
+    ACL: ObjectCannedACL | None
+    AccessControlPolicy: AccessControlPolicy | None
     Bucket: BucketName
-    ContentMD5: Optional[ContentMD5]
-    ChecksumAlgorithm: Optional[ChecksumAlgorithm]
-    GrantFullControl: Optional[GrantFullControl]
-    GrantRead: Optional[GrantRead]
-    GrantReadACP: Optional[GrantReadACP]
-    GrantWrite: Optional[GrantWrite]
-    GrantWriteACP: Optional[GrantWriteACP]
+    ContentMD5: ContentMD5 | None
+    ChecksumAlgorithm: ChecksumAlgorithm | None
+    GrantFullControl: GrantFullControl | None
+    GrantRead: GrantRead | None
+    GrantReadACP: GrantReadACP | None
+    GrantWrite: GrantWrite | None
+    GrantWriteACP: GrantWriteACP | None
     Key: ObjectKey
-    RequestPayer: Optional[RequestPayer]
-    VersionId: Optional[ObjectVersionId]
-    ExpectedBucketOwner: Optional[AccountId]
+    RequestPayer: RequestPayer | None
+    VersionId: ObjectVersionId | None
+    ExpectedBucketOwner: AccountId | None
 
 
 class PutObjectLegalHoldOutput(TypedDict, total=False):
-    RequestCharged: Optional[RequestCharged]
+    RequestCharged: RequestCharged | None
 
 
 class PutObjectLegalHoldRequest(ServiceRequest):
     Bucket: BucketName
     Key: ObjectKey
-    LegalHold: Optional[ObjectLockLegalHold]
-    RequestPayer: Optional[RequestPayer]
-    VersionId: Optional[ObjectVersionId]
-    ContentMD5: Optional[ContentMD5]
-    ChecksumAlgorithm: Optional[ChecksumAlgorithm]
-    ExpectedBucketOwner: Optional[AccountId]
+    LegalHold: ObjectLockLegalHold | None
+    RequestPayer: RequestPayer | None
+    VersionId: ObjectVersionId | None
+    ContentMD5: ContentMD5 | None
+    ChecksumAlgorithm: ChecksumAlgorithm | None
+    ExpectedBucketOwner: AccountId | None
 
 
 class PutObjectLockConfigurationOutput(TypedDict, total=False):
-    RequestCharged: Optional[RequestCharged]
+    RequestCharged: RequestCharged | None
 
 
 class PutObjectLockConfigurationRequest(ServiceRequest):
     Bucket: BucketName
-    ObjectLockConfiguration: Optional[ObjectLockConfiguration]
-    RequestPayer: Optional[RequestPayer]
-    Token: Optional[ObjectLockToken]
-    ContentMD5: Optional[ContentMD5]
-    ChecksumAlgorithm: Optional[ChecksumAlgorithm]
-    ExpectedBucketOwner: Optional[AccountId]
+    ObjectLockConfiguration: ObjectLockConfiguration | None
+    RequestPayer: RequestPayer | None
+    Token: ObjectLockToken | None
+    ContentMD5: ContentMD5 | None
+    ChecksumAlgorithm: ChecksumAlgorithm | None
+    ExpectedBucketOwner: AccountId | None
 
 
 class PutObjectOutput(TypedDict, total=False):
-    Expiration: Optional[Expiration]
-    ETag: Optional[ETag]
-    ChecksumCRC32: Optional[ChecksumCRC32]
-    ChecksumCRC32C: Optional[ChecksumCRC32C]
-    ChecksumCRC64NVME: Optional[ChecksumCRC64NVME]
-    ChecksumSHA1: Optional[ChecksumSHA1]
-    ChecksumSHA256: Optional[ChecksumSHA256]
-    ChecksumType: Optional[ChecksumType]
-    ServerSideEncryption: Optional[ServerSideEncryption]
-    VersionId: Optional[ObjectVersionId]
-    SSECustomerAlgorithm: Optional[SSECustomerAlgorithm]
-    SSECustomerKeyMD5: Optional[SSECustomerKeyMD5]
-    SSEKMSKeyId: Optional[SSEKMSKeyId]
-    SSEKMSEncryptionContext: Optional[SSEKMSEncryptionContext]
-    BucketKeyEnabled: Optional[BucketKeyEnabled]
-    Size: Optional[Size]
-    RequestCharged: Optional[RequestCharged]
+    Expiration: Expiration | None
+    ETag: ETag | None
+    ChecksumCRC32: ChecksumCRC32 | None
+    ChecksumCRC32C: ChecksumCRC32C | None
+    ChecksumCRC64NVME: ChecksumCRC64NVME | None
+    ChecksumSHA1: ChecksumSHA1 | None
+    ChecksumSHA256: ChecksumSHA256 | None
+    ChecksumType: ChecksumType | None
+    ServerSideEncryption: ServerSideEncryption | None
+    VersionId: ObjectVersionId | None
+    SSECustomerAlgorithm: SSECustomerAlgorithm | None
+    SSECustomerKeyMD5: SSECustomerKeyMD5 | None
+    SSEKMSKeyId: SSEKMSKeyId | None
+    SSEKMSEncryptionContext: SSEKMSEncryptionContext | None
+    BucketKeyEnabled: BucketKeyEnabled | None
+    Size: Size | None
+    RequestCharged: RequestCharged | None
 
 
 WriteOffsetBytes = int
 
 
 class PutObjectRequest(ServiceRequest):
-    Body: Optional[IO[Body]]
-    ACL: Optional[ObjectCannedACL]
+    Body: IO[Body] | None
+    ACL: ObjectCannedACL | None
     Bucket: BucketName
-    CacheControl: Optional[CacheControl]
-    ContentDisposition: Optional[ContentDisposition]
-    ContentEncoding: Optional[ContentEncoding]
-    ContentLanguage: Optional[ContentLanguage]
-    ContentLength: Optional[ContentLength]
-    ContentMD5: Optional[ContentMD5]
-    ContentType: Optional[ContentType]
-    ChecksumAlgorithm: Optional[ChecksumAlgorithm]
-    ChecksumCRC32: Optional[ChecksumCRC32]
-    ChecksumCRC32C: Optional[ChecksumCRC32C]
-    ChecksumCRC64NVME: Optional[ChecksumCRC64NVME]
-    ChecksumSHA1: Optional[ChecksumSHA1]
-    ChecksumSHA256: Optional[ChecksumSHA256]
-    Expires: Optional[Expires]
-    IfMatch: Optional[IfMatch]
-    IfNoneMatch: Optional[IfNoneMatch]
-    GrantFullControl: Optional[GrantFullControl]
-    GrantRead: Optional[GrantRead]
-    GrantReadACP: Optional[GrantReadACP]
-    GrantWriteACP: Optional[GrantWriteACP]
+    CacheControl: CacheControl | None
+    ContentDisposition: ContentDisposition | None
+    ContentEncoding: ContentEncoding | None
+    ContentLanguage: ContentLanguage | None
+    ContentLength: ContentLength | None
+    ContentMD5: ContentMD5 | None
+    ContentType: ContentType | None
+    ChecksumAlgorithm: ChecksumAlgorithm | None
+    ChecksumCRC32: ChecksumCRC32 | None
+    ChecksumCRC32C: ChecksumCRC32C | None
+    ChecksumCRC64NVME: ChecksumCRC64NVME | None
+    ChecksumSHA1: ChecksumSHA1 | None
+    ChecksumSHA256: ChecksumSHA256 | None
+    Expires: Expires | None
+    IfMatch: IfMatch | None
+    IfNoneMatch: IfNoneMatch | None
+    GrantFullControl: GrantFullControl | None
+    GrantRead: GrantRead | None
+    GrantReadACP: GrantReadACP | None
+    GrantWriteACP: GrantWriteACP | None
     Key: ObjectKey
-    WriteOffsetBytes: Optional[WriteOffsetBytes]
-    Metadata: Optional[Metadata]
-    ServerSideEncryption: Optional[ServerSideEncryption]
-    StorageClass: Optional[StorageClass]
-    WebsiteRedirectLocation: Optional[WebsiteRedirectLocation]
-    SSECustomerAlgorithm: Optional[SSECustomerAlgorithm]
-    SSECustomerKey: Optional[SSECustomerKey]
-    SSECustomerKeyMD5: Optional[SSECustomerKeyMD5]
-    SSEKMSKeyId: Optional[SSEKMSKeyId]
-    SSEKMSEncryptionContext: Optional[SSEKMSEncryptionContext]
-    BucketKeyEnabled: Optional[BucketKeyEnabled]
-    RequestPayer: Optional[RequestPayer]
-    Tagging: Optional[TaggingHeader]
-    ObjectLockMode: Optional[ObjectLockMode]
-    ObjectLockRetainUntilDate: Optional[ObjectLockRetainUntilDate]
-    ObjectLockLegalHoldStatus: Optional[ObjectLockLegalHoldStatus]
-    ExpectedBucketOwner: Optional[AccountId]
+    WriteOffsetBytes: WriteOffsetBytes | None
+    Metadata: Metadata | None
+    ServerSideEncryption: ServerSideEncryption | None
+    StorageClass: StorageClass | None
+    WebsiteRedirectLocation: WebsiteRedirectLocation | None
+    SSECustomerAlgorithm: SSECustomerAlgorithm | None
+    SSECustomerKey: SSECustomerKey | None
+    SSECustomerKeyMD5: SSECustomerKeyMD5 | None
+    SSEKMSKeyId: SSEKMSKeyId | None
+    SSEKMSEncryptionContext: SSEKMSEncryptionContext | None
+    BucketKeyEnabled: BucketKeyEnabled | None
+    RequestPayer: RequestPayer | None
+    Tagging: TaggingHeader | None
+    ObjectLockMode: ObjectLockMode | None
+    ObjectLockRetainUntilDate: ObjectLockRetainUntilDate | None
+    ObjectLockLegalHoldStatus: ObjectLockLegalHoldStatus | None
+    ExpectedBucketOwner: AccountId | None
 
 
 class PutObjectRetentionOutput(TypedDict, total=False):
-    RequestCharged: Optional[RequestCharged]
+    RequestCharged: RequestCharged | None
 
 
 class PutObjectRetentionRequest(ServiceRequest):
     Bucket: BucketName
     Key: ObjectKey
-    Retention: Optional[ObjectLockRetention]
-    RequestPayer: Optional[RequestPayer]
-    VersionId: Optional[ObjectVersionId]
-    BypassGovernanceRetention: Optional[BypassGovernanceRetention]
-    ContentMD5: Optional[ContentMD5]
-    ChecksumAlgorithm: Optional[ChecksumAlgorithm]
-    ExpectedBucketOwner: Optional[AccountId]
+    Retention: ObjectLockRetention | None
+    RequestPayer: RequestPayer | None
+    VersionId: ObjectVersionId | None
+    BypassGovernanceRetention: BypassGovernanceRetention | None
+    ContentMD5: ContentMD5 | None
+    ChecksumAlgorithm: ChecksumAlgorithm | None
+    ExpectedBucketOwner: AccountId | None
 
 
 class PutObjectTaggingOutput(TypedDict, total=False):
-    VersionId: Optional[ObjectVersionId]
+    VersionId: ObjectVersionId | None
 
 
 class PutObjectTaggingRequest(ServiceRequest):
     Bucket: BucketName
     Key: ObjectKey
-    VersionId: Optional[ObjectVersionId]
-    ContentMD5: Optional[ContentMD5]
-    ChecksumAlgorithm: Optional[ChecksumAlgorithm]
+    VersionId: ObjectVersionId | None
+    ContentMD5: ContentMD5 | None
+    ChecksumAlgorithm: ChecksumAlgorithm | None
     Tagging: Tagging
-    ExpectedBucketOwner: Optional[AccountId]
-    RequestPayer: Optional[RequestPayer]
+    ExpectedBucketOwner: AccountId | None
+    RequestPayer: RequestPayer | None
 
 
 class PutPublicAccessBlockRequest(ServiceRequest):
     Bucket: BucketName
-    ContentMD5: Optional[ContentMD5]
-    ChecksumAlgorithm: Optional[ChecksumAlgorithm]
+    ContentMD5: ContentMD5 | None
+    ChecksumAlgorithm: ChecksumAlgorithm | None
     PublicAccessBlockConfiguration: PublicAccessBlockConfiguration
-    ExpectedBucketOwner: Optional[AccountId]
+    ExpectedBucketOwner: AccountId | None
 
 
 class RecordsEvent(TypedDict, total=False):
-    Payload: Optional[Body]
+    Payload: Body | None
 
 
 class RenameObjectOutput(TypedDict, total=False):
@@ -3523,25 +3524,25 @@ class RenameObjectRequest(ServiceRequest):
     Bucket: BucketName
     Key: ObjectKey
     RenameSource: RenameSource
-    DestinationIfMatch: Optional[IfMatch]
-    DestinationIfNoneMatch: Optional[IfNoneMatch]
-    DestinationIfModifiedSince: Optional[IfModifiedSince]
-    DestinationIfUnmodifiedSince: Optional[IfUnmodifiedSince]
-    SourceIfMatch: Optional[RenameSourceIfMatch]
-    SourceIfNoneMatch: Optional[RenameSourceIfNoneMatch]
-    SourceIfModifiedSince: Optional[RenameSourceIfModifiedSince]
-    SourceIfUnmodifiedSince: Optional[RenameSourceIfUnmodifiedSince]
-    ClientToken: Optional[ClientToken]
+    DestinationIfMatch: IfMatch | None
+    DestinationIfNoneMatch: IfNoneMatch | None
+    DestinationIfModifiedSince: IfModifiedSince | None
+    DestinationIfUnmodifiedSince: IfUnmodifiedSince | None
+    SourceIfMatch: RenameSourceIfMatch | None
+    SourceIfNoneMatch: RenameSourceIfNoneMatch | None
+    SourceIfModifiedSince: RenameSourceIfModifiedSince | None
+    SourceIfUnmodifiedSince: RenameSourceIfUnmodifiedSince | None
+    ClientToken: ClientToken | None
 
 
 class RequestProgress(TypedDict, total=False):
-    Enabled: Optional[EnableRequestProgress]
+    Enabled: EnableRequestProgress | None
 
 
 class RestoreObjectOutput(TypedDict, total=False):
-    RequestCharged: Optional[RequestCharged]
-    RestoreOutputPath: Optional[RestoreOutputPath]
-    StatusCode: Optional[RestoreObjectOutputStatusCode]
+    RequestCharged: RequestCharged | None
+    RestoreOutputPath: RestoreOutputPath | None
+    StatusCode: RestoreObjectOutputStatusCode | None
 
 
 class SelectParameters(TypedDict, total=False):
@@ -3552,49 +3553,49 @@ class SelectParameters(TypedDict, total=False):
 
 
 class RestoreRequest(TypedDict, total=False):
-    Days: Optional[Days]
-    GlacierJobParameters: Optional[GlacierJobParameters]
-    Type: Optional[RestoreRequestType]
-    Tier: Optional[Tier]
-    Description: Optional[Description]
-    SelectParameters: Optional[SelectParameters]
-    OutputLocation: Optional[OutputLocation]
+    Days: Days | None
+    GlacierJobParameters: GlacierJobParameters | None
+    Type: RestoreRequestType | None
+    Tier: Tier | None
+    Description: Description | None
+    SelectParameters: SelectParameters | None
+    OutputLocation: OutputLocation | None
 
 
 class RestoreObjectRequest(ServiceRequest):
     Bucket: BucketName
     Key: ObjectKey
-    VersionId: Optional[ObjectVersionId]
-    RestoreRequest: Optional[RestoreRequest]
-    RequestPayer: Optional[RequestPayer]
-    ChecksumAlgorithm: Optional[ChecksumAlgorithm]
-    ExpectedBucketOwner: Optional[AccountId]
+    VersionId: ObjectVersionId | None
+    RestoreRequest: RestoreRequest | None
+    RequestPayer: RequestPayer | None
+    ChecksumAlgorithm: ChecksumAlgorithm | None
+    ExpectedBucketOwner: AccountId | None
 
 
 Start = int
 
 
 class ScanRange(TypedDict, total=False):
-    Start: Optional[Start]
-    End: Optional[End]
+    Start: Start | None
+    End: End | None
 
 
 class Stats(TypedDict, total=False):
-    BytesScanned: Optional[BytesScanned]
-    BytesProcessed: Optional[BytesProcessed]
-    BytesReturned: Optional[BytesReturned]
+    BytesScanned: BytesScanned | None
+    BytesProcessed: BytesProcessed | None
+    BytesReturned: BytesReturned | None
 
 
 class StatsEvent(TypedDict, total=False):
-    Details: Optional[Stats]
+    Details: Stats | None
 
 
 class SelectObjectContentEventStream(TypedDict, total=False):
-    Records: Optional[RecordsEvent]
-    Stats: Optional[StatsEvent]
-    Progress: Optional[ProgressEvent]
-    Cont: Optional[ContinuationEvent]
-    End: Optional[EndEvent]
+    Records: RecordsEvent | None
+    Stats: StatsEvent | None
+    Progress: ProgressEvent | None
+    Cont: ContinuationEvent | None
+    End: EndEvent | None
 
 
 class SelectObjectContentOutput(TypedDict, total=False):
@@ -3604,180 +3605,180 @@ class SelectObjectContentOutput(TypedDict, total=False):
 class SelectObjectContentRequest(ServiceRequest):
     Bucket: BucketName
     Key: ObjectKey
-    SSECustomerAlgorithm: Optional[SSECustomerAlgorithm]
-    SSECustomerKey: Optional[SSECustomerKey]
-    SSECustomerKeyMD5: Optional[SSECustomerKeyMD5]
+    SSECustomerAlgorithm: SSECustomerAlgorithm | None
+    SSECustomerKey: SSECustomerKey | None
+    SSECustomerKeyMD5: SSECustomerKeyMD5 | None
     Expression: Expression
     ExpressionType: ExpressionType
-    RequestProgress: Optional[RequestProgress]
+    RequestProgress: RequestProgress | None
     InputSerialization: InputSerialization
     OutputSerialization: OutputSerialization
-    ScanRange: Optional[ScanRange]
-    ExpectedBucketOwner: Optional[AccountId]
+    ScanRange: ScanRange | None
+    ExpectedBucketOwner: AccountId | None
 
 
 class UpdateBucketMetadataInventoryTableConfigurationRequest(ServiceRequest):
     Bucket: BucketName
-    ContentMD5: Optional[ContentMD5]
-    ChecksumAlgorithm: Optional[ChecksumAlgorithm]
+    ContentMD5: ContentMD5 | None
+    ChecksumAlgorithm: ChecksumAlgorithm | None
     InventoryTableConfiguration: InventoryTableConfigurationUpdates
-    ExpectedBucketOwner: Optional[AccountId]
+    ExpectedBucketOwner: AccountId | None
 
 
 class UpdateBucketMetadataJournalTableConfigurationRequest(ServiceRequest):
     Bucket: BucketName
-    ContentMD5: Optional[ContentMD5]
-    ChecksumAlgorithm: Optional[ChecksumAlgorithm]
+    ContentMD5: ContentMD5 | None
+    ChecksumAlgorithm: ChecksumAlgorithm | None
     JournalTableConfiguration: JournalTableConfigurationUpdates
-    ExpectedBucketOwner: Optional[AccountId]
+    ExpectedBucketOwner: AccountId | None
 
 
 class UploadPartCopyOutput(TypedDict, total=False):
-    CopySourceVersionId: Optional[CopySourceVersionId]
-    CopyPartResult: Optional[CopyPartResult]
-    ServerSideEncryption: Optional[ServerSideEncryption]
-    SSECustomerAlgorithm: Optional[SSECustomerAlgorithm]
-    SSECustomerKeyMD5: Optional[SSECustomerKeyMD5]
-    SSEKMSKeyId: Optional[SSEKMSKeyId]
-    BucketKeyEnabled: Optional[BucketKeyEnabled]
-    RequestCharged: Optional[RequestCharged]
+    CopySourceVersionId: CopySourceVersionId | None
+    CopyPartResult: CopyPartResult | None
+    ServerSideEncryption: ServerSideEncryption | None
+    SSECustomerAlgorithm: SSECustomerAlgorithm | None
+    SSECustomerKeyMD5: SSECustomerKeyMD5 | None
+    SSEKMSKeyId: SSEKMSKeyId | None
+    BucketKeyEnabled: BucketKeyEnabled | None
+    RequestCharged: RequestCharged | None
 
 
 class UploadPartCopyRequest(ServiceRequest):
     Bucket: BucketName
     CopySource: CopySource
-    CopySourceIfMatch: Optional[CopySourceIfMatch]
-    CopySourceIfModifiedSince: Optional[CopySourceIfModifiedSince]
-    CopySourceIfNoneMatch: Optional[CopySourceIfNoneMatch]
-    CopySourceIfUnmodifiedSince: Optional[CopySourceIfUnmodifiedSince]
-    CopySourceRange: Optional[CopySourceRange]
+    CopySourceIfMatch: CopySourceIfMatch | None
+    CopySourceIfModifiedSince: CopySourceIfModifiedSince | None
+    CopySourceIfNoneMatch: CopySourceIfNoneMatch | None
+    CopySourceIfUnmodifiedSince: CopySourceIfUnmodifiedSince | None
+    CopySourceRange: CopySourceRange | None
     Key: ObjectKey
     PartNumber: PartNumber
     UploadId: MultipartUploadId
-    SSECustomerAlgorithm: Optional[SSECustomerAlgorithm]
-    SSECustomerKey: Optional[SSECustomerKey]
-    SSECustomerKeyMD5: Optional[SSECustomerKeyMD5]
-    CopySourceSSECustomerAlgorithm: Optional[CopySourceSSECustomerAlgorithm]
-    CopySourceSSECustomerKey: Optional[CopySourceSSECustomerKey]
-    CopySourceSSECustomerKeyMD5: Optional[CopySourceSSECustomerKeyMD5]
-    RequestPayer: Optional[RequestPayer]
-    ExpectedBucketOwner: Optional[AccountId]
-    ExpectedSourceBucketOwner: Optional[AccountId]
+    SSECustomerAlgorithm: SSECustomerAlgorithm | None
+    SSECustomerKey: SSECustomerKey | None
+    SSECustomerKeyMD5: SSECustomerKeyMD5 | None
+    CopySourceSSECustomerAlgorithm: CopySourceSSECustomerAlgorithm | None
+    CopySourceSSECustomerKey: CopySourceSSECustomerKey | None
+    CopySourceSSECustomerKeyMD5: CopySourceSSECustomerKeyMD5 | None
+    RequestPayer: RequestPayer | None
+    ExpectedBucketOwner: AccountId | None
+    ExpectedSourceBucketOwner: AccountId | None
 
 
 class UploadPartOutput(TypedDict, total=False):
-    ServerSideEncryption: Optional[ServerSideEncryption]
-    ETag: Optional[ETag]
-    ChecksumCRC32: Optional[ChecksumCRC32]
-    ChecksumCRC32C: Optional[ChecksumCRC32C]
-    ChecksumCRC64NVME: Optional[ChecksumCRC64NVME]
-    ChecksumSHA1: Optional[ChecksumSHA1]
-    ChecksumSHA256: Optional[ChecksumSHA256]
-    SSECustomerAlgorithm: Optional[SSECustomerAlgorithm]
-    SSECustomerKeyMD5: Optional[SSECustomerKeyMD5]
-    SSEKMSKeyId: Optional[SSEKMSKeyId]
-    BucketKeyEnabled: Optional[BucketKeyEnabled]
-    RequestCharged: Optional[RequestCharged]
+    ServerSideEncryption: ServerSideEncryption | None
+    ETag: ETag | None
+    ChecksumCRC32: ChecksumCRC32 | None
+    ChecksumCRC32C: ChecksumCRC32C | None
+    ChecksumCRC64NVME: ChecksumCRC64NVME | None
+    ChecksumSHA1: ChecksumSHA1 | None
+    ChecksumSHA256: ChecksumSHA256 | None
+    SSECustomerAlgorithm: SSECustomerAlgorithm | None
+    SSECustomerKeyMD5: SSECustomerKeyMD5 | None
+    SSEKMSKeyId: SSEKMSKeyId | None
+    BucketKeyEnabled: BucketKeyEnabled | None
+    RequestCharged: RequestCharged | None
 
 
 class UploadPartRequest(ServiceRequest):
-    Body: Optional[IO[Body]]
+    Body: IO[Body] | None
     Bucket: BucketName
-    ContentLength: Optional[ContentLength]
-    ContentMD5: Optional[ContentMD5]
-    ChecksumAlgorithm: Optional[ChecksumAlgorithm]
-    ChecksumCRC32: Optional[ChecksumCRC32]
-    ChecksumCRC32C: Optional[ChecksumCRC32C]
-    ChecksumCRC64NVME: Optional[ChecksumCRC64NVME]
-    ChecksumSHA1: Optional[ChecksumSHA1]
-    ChecksumSHA256: Optional[ChecksumSHA256]
+    ContentLength: ContentLength | None
+    ContentMD5: ContentMD5 | None
+    ChecksumAlgorithm: ChecksumAlgorithm | None
+    ChecksumCRC32: ChecksumCRC32 | None
+    ChecksumCRC32C: ChecksumCRC32C | None
+    ChecksumCRC64NVME: ChecksumCRC64NVME | None
+    ChecksumSHA1: ChecksumSHA1 | None
+    ChecksumSHA256: ChecksumSHA256 | None
     Key: ObjectKey
     PartNumber: PartNumber
     UploadId: MultipartUploadId
-    SSECustomerAlgorithm: Optional[SSECustomerAlgorithm]
-    SSECustomerKey: Optional[SSECustomerKey]
-    SSECustomerKeyMD5: Optional[SSECustomerKeyMD5]
-    RequestPayer: Optional[RequestPayer]
-    ExpectedBucketOwner: Optional[AccountId]
+    SSECustomerAlgorithm: SSECustomerAlgorithm | None
+    SSECustomerKey: SSECustomerKey | None
+    SSECustomerKeyMD5: SSECustomerKeyMD5 | None
+    RequestPayer: RequestPayer | None
+    ExpectedBucketOwner: AccountId | None
 
 
 class WriteGetObjectResponseRequest(ServiceRequest):
-    Body: Optional[IO[Body]]
+    Body: IO[Body] | None
     RequestRoute: RequestRoute
     RequestToken: RequestToken
-    StatusCode: Optional[GetObjectResponseStatusCode]
-    ErrorCode: Optional[ErrorCode]
-    ErrorMessage: Optional[ErrorMessage]
-    AcceptRanges: Optional[AcceptRanges]
-    CacheControl: Optional[CacheControl]
-    ContentDisposition: Optional[ContentDisposition]
-    ContentEncoding: Optional[ContentEncoding]
-    ContentLanguage: Optional[ContentLanguage]
-    ContentLength: Optional[ContentLength]
-    ContentRange: Optional[ContentRange]
-    ContentType: Optional[ContentType]
-    ChecksumCRC32: Optional[ChecksumCRC32]
-    ChecksumCRC32C: Optional[ChecksumCRC32C]
-    ChecksumCRC64NVME: Optional[ChecksumCRC64NVME]
-    ChecksumSHA1: Optional[ChecksumSHA1]
-    ChecksumSHA256: Optional[ChecksumSHA256]
-    DeleteMarker: Optional[DeleteMarker]
-    ETag: Optional[ETag]
-    Expires: Optional[Expires]
-    Expiration: Optional[Expiration]
-    LastModified: Optional[LastModified]
-    MissingMeta: Optional[MissingMeta]
-    Metadata: Optional[Metadata]
-    ObjectLockMode: Optional[ObjectLockMode]
-    ObjectLockLegalHoldStatus: Optional[ObjectLockLegalHoldStatus]
-    ObjectLockRetainUntilDate: Optional[ObjectLockRetainUntilDate]
-    PartsCount: Optional[PartsCount]
-    ReplicationStatus: Optional[ReplicationStatus]
-    RequestCharged: Optional[RequestCharged]
-    Restore: Optional[Restore]
-    ServerSideEncryption: Optional[ServerSideEncryption]
-    SSECustomerAlgorithm: Optional[SSECustomerAlgorithm]
-    SSEKMSKeyId: Optional[SSEKMSKeyId]
-    SSECustomerKeyMD5: Optional[SSECustomerKeyMD5]
-    StorageClass: Optional[StorageClass]
-    TagCount: Optional[TagCount]
-    VersionId: Optional[ObjectVersionId]
-    BucketKeyEnabled: Optional[BucketKeyEnabled]
+    StatusCode: GetObjectResponseStatusCode | None
+    ErrorCode: ErrorCode | None
+    ErrorMessage: ErrorMessage | None
+    AcceptRanges: AcceptRanges | None
+    CacheControl: CacheControl | None
+    ContentDisposition: ContentDisposition | None
+    ContentEncoding: ContentEncoding | None
+    ContentLanguage: ContentLanguage | None
+    ContentLength: ContentLength | None
+    ContentRange: ContentRange | None
+    ContentType: ContentType | None
+    ChecksumCRC32: ChecksumCRC32 | None
+    ChecksumCRC32C: ChecksumCRC32C | None
+    ChecksumCRC64NVME: ChecksumCRC64NVME | None
+    ChecksumSHA1: ChecksumSHA1 | None
+    ChecksumSHA256: ChecksumSHA256 | None
+    DeleteMarker: DeleteMarker | None
+    ETag: ETag | None
+    Expires: Expires | None
+    Expiration: Expiration | None
+    LastModified: LastModified | None
+    MissingMeta: MissingMeta | None
+    Metadata: Metadata | None
+    ObjectLockMode: ObjectLockMode | None
+    ObjectLockLegalHoldStatus: ObjectLockLegalHoldStatus | None
+    ObjectLockRetainUntilDate: ObjectLockRetainUntilDate | None
+    PartsCount: PartsCount | None
+    ReplicationStatus: ReplicationStatus | None
+    RequestCharged: RequestCharged | None
+    Restore: Restore | None
+    ServerSideEncryption: ServerSideEncryption | None
+    SSECustomerAlgorithm: SSECustomerAlgorithm | None
+    SSEKMSKeyId: SSEKMSKeyId | None
+    SSECustomerKeyMD5: SSECustomerKeyMD5 | None
+    StorageClass: StorageClass | None
+    TagCount: TagCount | None
+    VersionId: ObjectVersionId | None
+    BucketKeyEnabled: BucketKeyEnabled | None
 
 
 class PostObjectRequest(ServiceRequest):
-    Body: Optional[IO[Body]]
+    Body: IO[Body] | None
     Bucket: BucketName
 
 
 class PostResponse(TypedDict, total=False):
-    StatusCode: Optional[GetObjectResponseStatusCode]
-    Location: Optional[Location]
-    LocationHeader: Optional[Location]
-    Bucket: Optional[BucketName]
-    Key: Optional[ObjectKey]
-    Expiration: Optional[Expiration]
-    ETag: Optional[ETag]
-    ETagHeader: Optional[ETag]
-    ChecksumCRC32: Optional[ChecksumCRC32]
-    ChecksumCRC32C: Optional[ChecksumCRC32C]
-    ChecksumCRC64NVME: Optional[ChecksumCRC64NVME]
-    ChecksumSHA1: Optional[ChecksumSHA1]
-    ChecksumSHA256: Optional[ChecksumSHA256]
-    ChecksumType: Optional[ChecksumType]
-    ServerSideEncryption: Optional[ServerSideEncryption]
-    VersionId: Optional[ObjectVersionId]
-    SSECustomerAlgorithm: Optional[SSECustomerAlgorithm]
-    SSECustomerKeyMD5: Optional[SSECustomerKeyMD5]
-    SSEKMSKeyId: Optional[SSEKMSKeyId]
-    SSEKMSEncryptionContext: Optional[SSEKMSEncryptionContext]
-    BucketKeyEnabled: Optional[BucketKeyEnabled]
-    RequestCharged: Optional[RequestCharged]
+    StatusCode: GetObjectResponseStatusCode | None
+    Location: Location | None
+    LocationHeader: Location | None
+    Bucket: BucketName | None
+    Key: ObjectKey | None
+    Expiration: Expiration | None
+    ETag: ETag | None
+    ETagHeader: ETag | None
+    ChecksumCRC32: ChecksumCRC32 | None
+    ChecksumCRC32C: ChecksumCRC32C | None
+    ChecksumCRC64NVME: ChecksumCRC64NVME | None
+    ChecksumSHA1: ChecksumSHA1 | None
+    ChecksumSHA256: ChecksumSHA256 | None
+    ChecksumType: ChecksumType | None
+    ServerSideEncryption: ServerSideEncryption | None
+    VersionId: ObjectVersionId | None
+    SSECustomerAlgorithm: SSECustomerAlgorithm | None
+    SSECustomerKeyMD5: SSECustomerKeyMD5 | None
+    SSEKMSKeyId: SSEKMSKeyId | None
+    SSEKMSEncryptionContext: SSEKMSEncryptionContext | None
+    BucketKeyEnabled: BucketKeyEnabled | None
+    RequestCharged: RequestCharged | None
 
 
 class S3Api:
-    service = "s3"
-    version = "2006-03-01"
+    service: str = "s3"
+    version: str = "2006-03-01"
 
     @handler("AbortMultipartUpload")
     def abort_multipart_upload(
diff --git a/localstack-core/localstack/aws/api/s3control/__init__.py b/localstack-core/localstack/aws/api/s3control/__init__.py
index 84490dc574503..4a22aecedc4c2 100644
--- a/localstack-core/localstack/aws/api/s3control/__init__.py
+++ b/localstack-core/localstack/aws/api/s3control/__init__.py
@@ -1,6 +1,6 @@
 from datetime import datetime
 from enum import StrEnum
-from typing import Dict, List, Optional, TypedDict
+from typing import TypedDict
 
 from localstack.aws.api import RequestContext, ServiceException, ServiceRequest, handler
 
@@ -521,7 +521,7 @@ class TooManyTagsException(ServiceException):
 
 
 class AbortIncompleteMultipartUpload(TypedDict, total=False):
-    DaysAfterInitiation: Optional[DaysAfterInitiation]
+    DaysAfterInitiation: DaysAfterInitiation | None
 
 
 class AccessControlTranslation(TypedDict, total=False):
@@ -532,50 +532,50 @@ class AccessControlTranslation(TypedDict, total=False):
 
 
 class ListAccessGrantsInstanceEntry(TypedDict, total=False):
-    AccessGrantsInstanceId: Optional[AccessGrantsInstanceId]
-    AccessGrantsInstanceArn: Optional[AccessGrantsInstanceArn]
-    CreatedAt: Optional[CreationTimestamp]
-    IdentityCenterArn: Optional[IdentityCenterArn]
-    IdentityCenterInstanceArn: Optional[IdentityCenterArn]
-    IdentityCenterApplicationArn: Optional[IdentityCenterApplicationArn]
+    AccessGrantsInstanceId: AccessGrantsInstanceId | None
+    AccessGrantsInstanceArn: AccessGrantsInstanceArn | None
+    CreatedAt: CreationTimestamp | None
+    IdentityCenterArn: IdentityCenterArn | None
+    IdentityCenterInstanceArn: IdentityCenterArn | None
+    IdentityCenterApplicationArn: IdentityCenterApplicationArn | None
 
 
-AccessGrantsInstancesList = List[ListAccessGrantsInstanceEntry]
+AccessGrantsInstancesList = list[ListAccessGrantsInstanceEntry]
 
 
 class AccessGrantsLocationConfiguration(TypedDict, total=False):
-    S3SubPrefix: Optional[S3Prefix]
+    S3SubPrefix: S3Prefix | None
 
 
 class Grantee(TypedDict, total=False):
-    GranteeType: Optional[GranteeType]
-    GranteeIdentifier: Optional[GranteeIdentifier]
+    GranteeType: GranteeType | None
+    GranteeIdentifier: GranteeIdentifier | None
 
 
 class ListAccessGrantEntry(TypedDict, total=False):
-    CreatedAt: Optional[CreationTimestamp]
-    AccessGrantId: Optional[AccessGrantId]
-    AccessGrantArn: Optional[AccessGrantArn]
-    Grantee: Optional[Grantee]
-    Permission: Optional[Permission]
-    AccessGrantsLocationId: Optional[AccessGrantsLocationId]
-    AccessGrantsLocationConfiguration: Optional[AccessGrantsLocationConfiguration]
-    GrantScope: Optional[S3Prefix]
-    ApplicationArn: Optional[IdentityCenterApplicationArn]
+    CreatedAt: CreationTimestamp | None
+    AccessGrantId: AccessGrantId | None
+    AccessGrantArn: AccessGrantArn | None
+    Grantee: Grantee | None
+    Permission: Permission | None
+    AccessGrantsLocationId: AccessGrantsLocationId | None
+    AccessGrantsLocationConfiguration: AccessGrantsLocationConfiguration | None
+    GrantScope: S3Prefix | None
+    ApplicationArn: IdentityCenterApplicationArn | None
 
 
-AccessGrantsList = List[ListAccessGrantEntry]
+AccessGrantsList = list[ListAccessGrantEntry]
 
 
 class ListAccessGrantsLocationsEntry(TypedDict, total=False):
-    CreatedAt: Optional[CreationTimestamp]
-    AccessGrantsLocationId: Optional[AccessGrantsLocationId]
-    AccessGrantsLocationArn: Optional[AccessGrantsLocationArn]
-    LocationScope: Optional[S3Prefix]
-    IAMRoleArn: Optional[IAMRoleArn]
+    CreatedAt: CreationTimestamp | None
+    AccessGrantsLocationId: AccessGrantsLocationId | None
+    AccessGrantsLocationArn: AccessGrantsLocationArn | None
+    LocationScope: S3Prefix | None
+    IAMRoleArn: IAMRoleArn | None
 
 
-AccessGrantsLocationsList = List[ListAccessGrantsLocationsEntry]
+AccessGrantsLocationsList = list[ListAccessGrantsLocationsEntry]
 
 
 class VpcConfiguration(TypedDict, total=False):
@@ -585,50 +585,50 @@ class VpcConfiguration(TypedDict, total=False):
 class AccessPoint(TypedDict, total=False):
     Name: AccessPointName
     NetworkOrigin: NetworkOrigin
-    VpcConfiguration: Optional[VpcConfiguration]
+    VpcConfiguration: VpcConfiguration | None
     Bucket: AccessPointBucketName
-    AccessPointArn: Optional[S3AccessPointArn]
-    Alias: Optional[Alias]
-    BucketAccountId: Optional[AccountId]
-    DataSourceId: Optional[DataSourceId]
-    DataSourceType: Optional[DataSourceType]
+    AccessPointArn: S3AccessPointArn | None
+    Alias: Alias | None
+    BucketAccountId: AccountId | None
+    DataSourceId: DataSourceId | None
+    DataSourceType: DataSourceType | None
 
 
-AccessPointList = List[AccessPoint]
-StorageLensGroupLevelExclude = List[StorageLensGroupArn]
-StorageLensGroupLevelInclude = List[StorageLensGroupArn]
+AccessPointList = list[AccessPoint]
+StorageLensGroupLevelExclude = list[StorageLensGroupArn]
+StorageLensGroupLevelInclude = list[StorageLensGroupArn]
 
 
 class StorageLensGroupLevelSelectionCriteria(TypedDict, total=False):
-    Include: Optional[StorageLensGroupLevelInclude]
-    Exclude: Optional[StorageLensGroupLevelExclude]
+    Include: StorageLensGroupLevelInclude | None
+    Exclude: StorageLensGroupLevelExclude | None
 
 
 class StorageLensGroupLevel(TypedDict, total=False):
-    SelectionCriteria: Optional[StorageLensGroupLevelSelectionCriteria]
+    SelectionCriteria: StorageLensGroupLevelSelectionCriteria | None
 
 
 class DetailedStatusCodesMetrics(TypedDict, total=False):
-    IsEnabled: Optional[IsEnabled]
+    IsEnabled: IsEnabled | None
 
 
 class AdvancedDataProtectionMetrics(TypedDict, total=False):
-    IsEnabled: Optional[IsEnabled]
+    IsEnabled: IsEnabled | None
 
 
 class AdvancedCostOptimizationMetrics(TypedDict, total=False):
-    IsEnabled: Optional[IsEnabled]
+    IsEnabled: IsEnabled | None
 
 
 class SelectionCriteria(TypedDict, total=False):
-    Delimiter: Optional[StorageLensPrefixLevelDelimiter]
-    MaxDepth: Optional[StorageLensPrefixLevelMaxDepth]
-    MinStorageBytesPercentage: Optional[MinStorageBytesPercentage]
+    Delimiter: StorageLensPrefixLevelDelimiter | None
+    MaxDepth: StorageLensPrefixLevelMaxDepth | None
+    MinStorageBytesPercentage: MinStorageBytesPercentage | None
 
 
 class PrefixLevelStorageMetrics(TypedDict, total=False):
-    IsEnabled: Optional[IsEnabled]
-    SelectionCriteria: Optional[SelectionCriteria]
+    IsEnabled: IsEnabled | None
+    SelectionCriteria: SelectionCriteria | None
 
 
 class PrefixLevel(TypedDict, total=False):
@@ -636,24 +636,24 @@ class PrefixLevel(TypedDict, total=False):
 
 
 class ActivityMetrics(TypedDict, total=False):
-    IsEnabled: Optional[IsEnabled]
+    IsEnabled: IsEnabled | None
 
 
 class BucketLevel(TypedDict, total=False):
-    ActivityMetrics: Optional[ActivityMetrics]
-    PrefixLevel: Optional[PrefixLevel]
-    AdvancedCostOptimizationMetrics: Optional[AdvancedCostOptimizationMetrics]
-    AdvancedDataProtectionMetrics: Optional[AdvancedDataProtectionMetrics]
-    DetailedStatusCodesMetrics: Optional[DetailedStatusCodesMetrics]
+    ActivityMetrics: ActivityMetrics | None
+    PrefixLevel: PrefixLevel | None
+    AdvancedCostOptimizationMetrics: AdvancedCostOptimizationMetrics | None
+    AdvancedDataProtectionMetrics: AdvancedDataProtectionMetrics | None
+    DetailedStatusCodesMetrics: DetailedStatusCodesMetrics | None
 
 
 class AccountLevel(TypedDict, total=False):
-    ActivityMetrics: Optional[ActivityMetrics]
+    ActivityMetrics: ActivityMetrics | None
     BucketLevel: BucketLevel
-    AdvancedCostOptimizationMetrics: Optional[AdvancedCostOptimizationMetrics]
-    AdvancedDataProtectionMetrics: Optional[AdvancedDataProtectionMetrics]
-    DetailedStatusCodesMetrics: Optional[DetailedStatusCodesMetrics]
-    StorageLensGroupLevel: Optional[StorageLensGroupLevel]
+    AdvancedCostOptimizationMetrics: AdvancedCostOptimizationMetrics | None
+    AdvancedDataProtectionMetrics: AdvancedDataProtectionMetrics | None
+    DetailedStatusCodesMetrics: DetailedStatusCodesMetrics | None
+    StorageLensGroupLevel: StorageLensGroupLevel | None
 
 
 class AssociateAccessGrantsIdentityCenterRequest(ServiceRequest):
@@ -665,27 +665,27 @@ class AssociateAccessGrantsIdentityCenterRequest(ServiceRequest):
 
 
 class AsyncErrorDetails(TypedDict, total=False):
-    Code: Optional[MaxLength1024String]
-    Message: Optional[MaxLength1024String]
-    Resource: Optional[MaxLength1024String]
-    RequestId: Optional[MaxLength1024String]
+    Code: MaxLength1024String | None
+    Message: MaxLength1024String | None
+    Resource: MaxLength1024String | None
+    RequestId: MaxLength1024String | None
 
 
 class MultiRegionAccessPointRegionalResponse(TypedDict, total=False):
-    Name: Optional[RegionName]
-    RequestStatus: Optional[AsyncRequestStatus]
+    Name: RegionName | None
+    RequestStatus: AsyncRequestStatus | None
 
 
-MultiRegionAccessPointRegionalResponseList = List[MultiRegionAccessPointRegionalResponse]
+MultiRegionAccessPointRegionalResponseList = list[MultiRegionAccessPointRegionalResponse]
 
 
 class MultiRegionAccessPointsAsyncResponse(TypedDict, total=False):
-    Regions: Optional[MultiRegionAccessPointRegionalResponseList]
+    Regions: MultiRegionAccessPointRegionalResponseList | None
 
 
 class AsyncResponseDetails(TypedDict, total=False):
-    MultiRegionAccessPointDetails: Optional[MultiRegionAccessPointsAsyncResponse]
-    ErrorDetails: Optional[AsyncErrorDetails]
+    MultiRegionAccessPointDetails: MultiRegionAccessPointsAsyncResponse | None
+    ErrorDetails: AsyncErrorDetails | None
 
 
 class PutMultiRegionAccessPointPolicyInput(TypedDict, total=False):
@@ -699,55 +699,55 @@ class DeleteMultiRegionAccessPointInput(TypedDict, total=False):
 
 class Region(TypedDict, total=False):
     Bucket: BucketName
-    BucketAccountId: Optional[AccountId]
+    BucketAccountId: AccountId | None
 
 
-RegionCreationList = List[Region]
+RegionCreationList = list[Region]
 
 
 class PublicAccessBlockConfiguration(TypedDict, total=False):
-    BlockPublicAcls: Optional[Setting]
-    IgnorePublicAcls: Optional[Setting]
-    BlockPublicPolicy: Optional[Setting]
-    RestrictPublicBuckets: Optional[Setting]
+    BlockPublicAcls: Setting | None
+    IgnorePublicAcls: Setting | None
+    BlockPublicPolicy: Setting | None
+    RestrictPublicBuckets: Setting | None
 
 
 class CreateMultiRegionAccessPointInput(TypedDict, total=False):
     Name: MultiRegionAccessPointName
-    PublicAccessBlock: Optional[PublicAccessBlockConfiguration]
+    PublicAccessBlock: PublicAccessBlockConfiguration | None
     Regions: RegionCreationList
 
 
 class AsyncRequestParameters(TypedDict, total=False):
-    CreateMultiRegionAccessPointRequest: Optional[CreateMultiRegionAccessPointInput]
-    DeleteMultiRegionAccessPointRequest: Optional[DeleteMultiRegionAccessPointInput]
-    PutMultiRegionAccessPointPolicyRequest: Optional[PutMultiRegionAccessPointPolicyInput]
+    CreateMultiRegionAccessPointRequest: CreateMultiRegionAccessPointInput | None
+    DeleteMultiRegionAccessPointRequest: DeleteMultiRegionAccessPointInput | None
+    PutMultiRegionAccessPointPolicyRequest: PutMultiRegionAccessPointPolicyInput | None
 
 
 class AsyncOperation(TypedDict, total=False):
-    CreationTime: Optional[AsyncCreationTimestamp]
-    Operation: Optional[AsyncOperationName]
-    RequestTokenARN: Optional[AsyncRequestTokenARN]
-    RequestParameters: Optional[AsyncRequestParameters]
-    RequestStatus: Optional[AsyncRequestStatus]
-    ResponseDetails: Optional[AsyncResponseDetails]
+    CreationTime: AsyncCreationTimestamp | None
+    Operation: AsyncOperationName | None
+    RequestTokenARN: AsyncRequestTokenARN | None
+    RequestParameters: AsyncRequestParameters | None
+    RequestStatus: AsyncRequestStatus | None
+    ResponseDetails: AsyncResponseDetails | None
 
 
 class AwsLambdaTransformation(TypedDict, total=False):
     FunctionArn: FunctionArnString
-    FunctionPayload: Optional[AwsLambdaTransformationPayload]
+    FunctionPayload: AwsLambdaTransformationPayload | None
 
 
-Buckets = List[S3BucketArnString]
+Buckets = list[S3BucketArnString]
 
 
 class ListCallerAccessGrantsEntry(TypedDict, total=False):
-    Permission: Optional[Permission]
-    GrantScope: Optional[S3Prefix]
-    ApplicationArn: Optional[IdentityCenterApplicationArn]
+    Permission: Permission | None
+    GrantScope: S3Prefix | None
+    ApplicationArn: IdentityCenterApplicationArn | None
 
 
-CallerAccessGrantsList = List[ListCallerAccessGrantsEntry]
+CallerAccessGrantsList = list[ListCallerAccessGrantsEntry]
 
 
 class CloudWatchMetrics(TypedDict, total=False):
@@ -759,67 +759,67 @@ class Tag(TypedDict, total=False):
     Value: TagValueString
 
 
-TagList = List[Tag]
+TagList = list[Tag]
 
 
 class CreateAccessGrantRequest(ServiceRequest):
     AccountId: AccountId
     AccessGrantsLocationId: AccessGrantsLocationId
-    AccessGrantsLocationConfiguration: Optional[AccessGrantsLocationConfiguration]
+    AccessGrantsLocationConfiguration: AccessGrantsLocationConfiguration | None
     Grantee: Grantee
     Permission: Permission
-    ApplicationArn: Optional[IdentityCenterApplicationArn]
-    S3PrefixType: Optional[S3PrefixType]
-    Tags: Optional[TagList]
+    ApplicationArn: IdentityCenterApplicationArn | None
+    S3PrefixType: S3PrefixType | None
+    Tags: TagList | None
 
 
 class CreateAccessGrantResult(TypedDict, total=False):
-    CreatedAt: Optional[CreationTimestamp]
-    AccessGrantId: Optional[AccessGrantId]
-    AccessGrantArn: Optional[AccessGrantArn]
-    Grantee: Optional[Grantee]
-    AccessGrantsLocationId: Optional[AccessGrantsLocationId]
-    AccessGrantsLocationConfiguration: Optional[AccessGrantsLocationConfiguration]
-    Permission: Optional[Permission]
-    ApplicationArn: Optional[IdentityCenterApplicationArn]
-    GrantScope: Optional[S3Prefix]
+    CreatedAt: CreationTimestamp | None
+    AccessGrantId: AccessGrantId | None
+    AccessGrantArn: AccessGrantArn | None
+    Grantee: Grantee | None
+    AccessGrantsLocationId: AccessGrantsLocationId | None
+    AccessGrantsLocationConfiguration: AccessGrantsLocationConfiguration | None
+    Permission: Permission | None
+    ApplicationArn: IdentityCenterApplicationArn | None
+    GrantScope: S3Prefix | None
 
 
 class CreateAccessGrantsInstanceRequest(ServiceRequest):
     AccountId: AccountId
-    IdentityCenterArn: Optional[IdentityCenterArn]
-    Tags: Optional[TagList]
+    IdentityCenterArn: IdentityCenterArn | None
+    Tags: TagList | None
 
 
 class CreateAccessGrantsInstanceResult(TypedDict, total=False):
-    CreatedAt: Optional[CreationTimestamp]
-    AccessGrantsInstanceId: Optional[AccessGrantsInstanceId]
-    AccessGrantsInstanceArn: Optional[AccessGrantsInstanceArn]
-    IdentityCenterArn: Optional[IdentityCenterArn]
-    IdentityCenterInstanceArn: Optional[IdentityCenterArn]
-    IdentityCenterApplicationArn: Optional[IdentityCenterApplicationArn]
+    CreatedAt: CreationTimestamp | None
+    AccessGrantsInstanceId: AccessGrantsInstanceId | None
+    AccessGrantsInstanceArn: AccessGrantsInstanceArn | None
+    IdentityCenterArn: IdentityCenterArn | None
+    IdentityCenterInstanceArn: IdentityCenterArn | None
+    IdentityCenterApplicationArn: IdentityCenterApplicationArn | None
 
 
 class CreateAccessGrantsLocationRequest(ServiceRequest):
     AccountId: AccountId
     LocationScope: S3Prefix
     IAMRoleArn: IAMRoleArn
-    Tags: Optional[TagList]
+    Tags: TagList | None
 
 
 class CreateAccessGrantsLocationResult(TypedDict, total=False):
-    CreatedAt: Optional[CreationTimestamp]
-    AccessGrantsLocationId: Optional[AccessGrantsLocationId]
-    AccessGrantsLocationArn: Optional[AccessGrantsLocationArn]
-    LocationScope: Optional[S3Prefix]
-    IAMRoleArn: Optional[IAMRoleArn]
+    CreatedAt: CreationTimestamp | None
+    AccessGrantsLocationId: AccessGrantsLocationId | None
+    AccessGrantsLocationArn: AccessGrantsLocationArn | None
+    LocationScope: S3Prefix | None
+    IAMRoleArn: IAMRoleArn | None
 
 
 class ObjectLambdaContentTransformation(TypedDict, total=False):
-    AwsLambda: Optional[AwsLambdaTransformation]
+    AwsLambda: AwsLambdaTransformation | None
 
 
-ObjectLambdaTransformationConfigurationActionsList = List[
+ObjectLambdaTransformationConfigurationActionsList = list[
     ObjectLambdaTransformationConfigurationAction
 ]
 
@@ -829,14 +829,14 @@ class ObjectLambdaTransformationConfiguration(TypedDict, total=False):
     ContentTransformation: ObjectLambdaContentTransformation
 
 
-ObjectLambdaTransformationConfigurationsList = List[ObjectLambdaTransformationConfiguration]
-ObjectLambdaAllowedFeaturesList = List[ObjectLambdaAllowedFeature]
+ObjectLambdaTransformationConfigurationsList = list[ObjectLambdaTransformationConfiguration]
+ObjectLambdaAllowedFeaturesList = list[ObjectLambdaAllowedFeature]
 
 
 class ObjectLambdaConfiguration(TypedDict, total=False):
     SupportingAccessPoint: ObjectLambdaSupportingAccessPointArn
-    CloudWatchMetricsEnabled: Optional[Boolean]
-    AllowedFeatures: Optional[ObjectLambdaAllowedFeaturesList]
+    CloudWatchMetricsEnabled: Boolean | None
+    AllowedFeatures: ObjectLambdaAllowedFeaturesList | None
     TransformationConfigurations: ObjectLambdaTransformationConfigurationsList
 
 
@@ -847,60 +847,60 @@ class CreateAccessPointForObjectLambdaRequest(ServiceRequest):
 
 
 class ObjectLambdaAccessPointAlias(TypedDict, total=False):
-    Value: Optional[ObjectLambdaAccessPointAliasValue]
-    Status: Optional[ObjectLambdaAccessPointAliasStatus]
+    Value: ObjectLambdaAccessPointAliasValue | None
+    Status: ObjectLambdaAccessPointAliasStatus | None
 
 
 class CreateAccessPointForObjectLambdaResult(TypedDict, total=False):
-    ObjectLambdaAccessPointArn: Optional[ObjectLambdaAccessPointArn]
-    Alias: Optional[ObjectLambdaAccessPointAlias]
+    ObjectLambdaAccessPointArn: ObjectLambdaAccessPointArn | None
+    Alias: ObjectLambdaAccessPointAlias | None
 
 
-ScopePermissionList = List[ScopePermission]
-PrefixesList = List[Prefix]
+ScopePermissionList = list[ScopePermission]
+PrefixesList = list[Prefix]
 
 
 class Scope(TypedDict, total=False):
-    Prefixes: Optional[PrefixesList]
-    Permissions: Optional[ScopePermissionList]
+    Prefixes: PrefixesList | None
+    Permissions: ScopePermissionList | None
 
 
 class CreateAccessPointRequest(ServiceRequest):
     AccountId: AccountId
     Name: AccessPointName
     Bucket: BucketName
-    VpcConfiguration: Optional[VpcConfiguration]
-    PublicAccessBlockConfiguration: Optional[PublicAccessBlockConfiguration]
-    BucketAccountId: Optional[AccountId]
-    Scope: Optional[Scope]
-    Tags: Optional[TagList]
+    VpcConfiguration: VpcConfiguration | None
+    PublicAccessBlockConfiguration: PublicAccessBlockConfiguration | None
+    BucketAccountId: AccountId | None
+    Scope: Scope | None
+    Tags: TagList | None
 
 
 class CreateAccessPointResult(TypedDict, total=False):
-    AccessPointArn: Optional[S3AccessPointArn]
-    Alias: Optional[Alias]
+    AccessPointArn: S3AccessPointArn | None
+    Alias: Alias | None
 
 
 class CreateBucketConfiguration(TypedDict, total=False):
-    LocationConstraint: Optional[BucketLocationConstraint]
+    LocationConstraint: BucketLocationConstraint | None
 
 
 class CreateBucketRequest(ServiceRequest):
-    ACL: Optional[BucketCannedACL]
+    ACL: BucketCannedACL | None
     Bucket: BucketName
-    CreateBucketConfiguration: Optional[CreateBucketConfiguration]
-    GrantFullControl: Optional[GrantFullControl]
-    GrantRead: Optional[GrantRead]
-    GrantReadACP: Optional[GrantReadACP]
-    GrantWrite: Optional[GrantWrite]
-    GrantWriteACP: Optional[GrantWriteACP]
-    ObjectLockEnabledForBucket: Optional[ObjectLockEnabledForBucket]
-    OutpostId: Optional[NonEmptyMaxLength64String]
+    CreateBucketConfiguration: CreateBucketConfiguration | None
+    GrantFullControl: GrantFullControl | None
+    GrantRead: GrantRead | None
+    GrantReadACP: GrantReadACP | None
+    GrantWrite: GrantWrite | None
+    GrantWriteACP: GrantWriteACP | None
+    ObjectLockEnabledForBucket: ObjectLockEnabledForBucket | None
+    OutpostId: NonEmptyMaxLength64String | None
 
 
 class CreateBucketResult(TypedDict, total=False):
-    Location: Optional[Location]
-    BucketArn: Optional[S3RegionalBucketArn]
+    Location: Location | None
+    BucketArn: S3RegionalBucketArn | None
 
 
 class NotSSEFilter(TypedDict, total=False):
@@ -912,12 +912,12 @@ class SSECFilter(TypedDict, total=False):
 
 
 class DSSEKMSFilter(TypedDict, total=False):
-    KmsKeyArn: Optional[NonEmptyKmsKeyArnString]
+    KmsKeyArn: NonEmptyKmsKeyArnString | None
 
 
 class SSEKMSFilter(TypedDict, total=False):
-    KmsKeyArn: Optional[NonEmptyKmsKeyArnString]
-    BucketKeyEnabled: Optional[Boolean]
+    KmsKeyArn: NonEmptyKmsKeyArnString | None
+    BucketKeyEnabled: Boolean | None
 
 
 class SSES3Filter(TypedDict, total=False):
@@ -925,40 +925,40 @@ class SSES3Filter(TypedDict, total=False):
 
 
 class ObjectEncryptionFilter(TypedDict, total=False):
-    SSES3: Optional[SSES3Filter]
-    SSEKMS: Optional[SSEKMSFilter]
-    DSSEKMS: Optional[DSSEKMSFilter]
-    SSEC: Optional[SSECFilter]
-    NOTSSE: Optional[NotSSEFilter]
+    SSES3: SSES3Filter | None
+    SSEKMS: SSEKMSFilter | None
+    DSSEKMS: DSSEKMSFilter | None
+    SSEC: SSECFilter | None
+    NOTSSE: NotSSEFilter | None
 
 
-ObjectEncryptionFilterList = List[ObjectEncryptionFilter]
-StorageClassList = List[S3StorageClass]
+ObjectEncryptionFilterList = list[ObjectEncryptionFilter]
+StorageClassList = list[S3StorageClass]
 ObjectSizeLessThanBytes = int
 ObjectSizeGreaterThanBytes = int
-NonEmptyMaxLength1024StringList = List[NonEmptyMaxLength1024String]
+NonEmptyMaxLength1024StringList = list[NonEmptyMaxLength1024String]
 
 
 class KeyNameConstraint(TypedDict, total=False):
-    MatchAnyPrefix: Optional[NonEmptyMaxLength1024StringList]
-    MatchAnySuffix: Optional[NonEmptyMaxLength1024StringList]
-    MatchAnySubstring: Optional[NonEmptyMaxLength1024StringList]
+    MatchAnyPrefix: NonEmptyMaxLength1024StringList | None
+    MatchAnySuffix: NonEmptyMaxLength1024StringList | None
+    MatchAnySubstring: NonEmptyMaxLength1024StringList | None
 
 
-ReplicationStatusFilterList = List[ReplicationStatus]
+ReplicationStatusFilterList = list[ReplicationStatus]
 ObjectCreationTime = datetime
 
 
 class JobManifestGeneratorFilter(TypedDict, total=False):
-    EligibleForReplication: Optional[Boolean]
-    CreatedAfter: Optional[ObjectCreationTime]
-    CreatedBefore: Optional[ObjectCreationTime]
-    ObjectReplicationStatuses: Optional[ReplicationStatusFilterList]
-    KeyNameConstraint: Optional[KeyNameConstraint]
-    ObjectSizeGreaterThanBytes: Optional[ObjectSizeGreaterThanBytes]
-    ObjectSizeLessThanBytes: Optional[ObjectSizeLessThanBytes]
-    MatchAnyStorageClass: Optional[StorageClassList]
-    MatchAnyObjectEncryption: Optional[ObjectEncryptionFilterList]
+    EligibleForReplication: Boolean | None
+    CreatedAfter: ObjectCreationTime | None
+    CreatedBefore: ObjectCreationTime | None
+    ObjectReplicationStatuses: ReplicationStatusFilterList | None
+    KeyNameConstraint: KeyNameConstraint | None
+    ObjectSizeGreaterThanBytes: ObjectSizeGreaterThanBytes | None
+    ObjectSizeLessThanBytes: ObjectSizeLessThanBytes | None
+    MatchAnyStorageClass: StorageClassList | None
+    MatchAnyObjectEncryption: ObjectEncryptionFilterList | None
 
 
 class SSEKMSEncryption(TypedDict, total=False):
@@ -970,28 +970,28 @@ class SSES3Encryption(TypedDict, total=False):
 
 
 class GeneratedManifestEncryption(TypedDict, total=False):
-    SSES3: Optional[SSES3Encryption]
-    SSEKMS: Optional[SSEKMSEncryption]
+    SSES3: SSES3Encryption | None
+    SSEKMS: SSEKMSEncryption | None
 
 
 class S3ManifestOutputLocation(TypedDict, total=False):
-    ExpectedManifestBucketOwner: Optional[AccountId]
+    ExpectedManifestBucketOwner: AccountId | None
     Bucket: S3BucketArnString
-    ManifestPrefix: Optional[ManifestPrefixString]
-    ManifestEncryption: Optional[GeneratedManifestEncryption]
+    ManifestPrefix: ManifestPrefixString | None
+    ManifestEncryption: GeneratedManifestEncryption | None
     ManifestFormat: GeneratedManifestFormat
 
 
 class S3JobManifestGenerator(TypedDict, total=False):
-    ExpectedBucketOwner: Optional[AccountId]
+    ExpectedBucketOwner: AccountId | None
     SourceBucket: S3BucketArnString
-    ManifestOutputLocation: Optional[S3ManifestOutputLocation]
-    Filter: Optional[JobManifestGeneratorFilter]
+    ManifestOutputLocation: S3ManifestOutputLocation | None
+    Filter: JobManifestGeneratorFilter | None
     EnableManifestOutput: Boolean
 
 
 class JobManifestGenerator(TypedDict, total=False):
-    S3JobManifestGenerator: Optional[S3JobManifestGenerator]
+    S3JobManifestGenerator: S3JobManifestGenerator | None
 
 
 class S3Tag(TypedDict, total=False):
@@ -999,21 +999,21 @@ class S3Tag(TypedDict, total=False):
     Value: TagValueString
 
 
-S3TagSet = List[S3Tag]
+S3TagSet = list[S3Tag]
 
 
 class JobManifestLocation(TypedDict, total=False):
     ObjectArn: S3KeyArnString
-    ObjectVersionId: Optional[S3ObjectVersionId]
+    ObjectVersionId: S3ObjectVersionId | None
     ETag: NonEmptyMaxLength1024String
 
 
-JobManifestFieldList = List[JobManifestFieldName]
+JobManifestFieldList = list[JobManifestFieldName]
 
 
 class JobManifestSpec(TypedDict, total=False):
     Format: JobManifestFormat
-    Fields: Optional[JobManifestFieldList]
+    Fields: JobManifestFieldList | None
 
 
 class JobManifest(TypedDict, total=False):
@@ -1022,17 +1022,17 @@ class JobManifest(TypedDict, total=False):
 
 
 class JobReport(TypedDict, total=False):
-    Bucket: Optional[S3BucketArnString]
-    Format: Optional[JobReportFormat]
+    Bucket: S3BucketArnString | None
+    Format: JobReportFormat | None
     Enabled: Boolean
-    Prefix: Optional[ReportPrefixString]
-    ReportScope: Optional[JobReportScope]
-    ExpectedBucketOwner: Optional[AccountId]
+    Prefix: ReportPrefixString | None
+    ReportScope: JobReportScope | None
+    ExpectedBucketOwner: AccountId | None
 
 
 class S3ComputeObjectChecksumOperation(TypedDict, total=False):
-    ChecksumAlgorithm: Optional[ComputeObjectChecksumAlgorithm]
-    ChecksumType: Optional[ComputeObjectChecksumType]
+    ChecksumAlgorithm: ComputeObjectChecksumAlgorithm | None
+    ChecksumType: ComputeObjectChecksumType | None
 
 
 class S3ReplicateObjectOperation(TypedDict, total=False):
@@ -1043,12 +1043,12 @@ class S3ReplicateObjectOperation(TypedDict, total=False):
 
 
 class S3Retention(TypedDict, total=False):
-    RetainUntilDate: Optional[TimeStamp]
-    Mode: Optional[S3ObjectLockRetentionMode]
+    RetainUntilDate: TimeStamp | None
+    Mode: S3ObjectLockRetentionMode | None
 
 
 class S3SetObjectRetentionOperation(TypedDict, total=False):
-    BypassGovernanceRetention: Optional[Boolean]
+    BypassGovernanceRetention: Boolean | None
     Retention: S3Retention
 
 
@@ -1061,8 +1061,8 @@ class S3SetObjectLegalHoldOperation(TypedDict, total=False):
 
 
 class S3InitiateRestoreObjectOperation(TypedDict, total=False):
-    ExpirationInDays: Optional[S3ExpirationInDays]
-    GlacierJobTier: Optional[S3GlacierJobTier]
+    ExpirationInDays: S3ExpirationInDays | None
+    GlacierJobTier: S3GlacierJobTier | None
 
 
 class S3DeleteObjectTaggingOperation(TypedDict, total=False):
@@ -1070,119 +1070,119 @@ class S3DeleteObjectTaggingOperation(TypedDict, total=False):
 
 
 class S3SetObjectTaggingOperation(TypedDict, total=False):
-    TagSet: Optional[S3TagSet]
+    TagSet: S3TagSet | None
 
 
 class S3Grantee(TypedDict, total=False):
-    TypeIdentifier: Optional[S3GranteeTypeIdentifier]
-    Identifier: Optional[NonEmptyMaxLength1024String]
-    DisplayName: Optional[NonEmptyMaxLength1024String]
+    TypeIdentifier: S3GranteeTypeIdentifier | None
+    Identifier: NonEmptyMaxLength1024String | None
+    DisplayName: NonEmptyMaxLength1024String | None
 
 
 class S3Grant(TypedDict, total=False):
-    Grantee: Optional[S3Grantee]
-    Permission: Optional[S3Permission]
+    Grantee: S3Grantee | None
+    Permission: S3Permission | None
 
 
-S3GrantList = List[S3Grant]
+S3GrantList = list[S3Grant]
 
 
 class S3ObjectOwner(TypedDict, total=False):
-    ID: Optional[NonEmptyMaxLength1024String]
-    DisplayName: Optional[NonEmptyMaxLength1024String]
+    ID: NonEmptyMaxLength1024String | None
+    DisplayName: NonEmptyMaxLength1024String | None
 
 
 class S3AccessControlList(TypedDict, total=False):
     Owner: S3ObjectOwner
-    Grants: Optional[S3GrantList]
+    Grants: S3GrantList | None
 
 
 class S3AccessControlPolicy(TypedDict, total=False):
-    AccessControlList: Optional[S3AccessControlList]
-    CannedAccessControlList: Optional[S3CannedAccessControlList]
+    AccessControlList: S3AccessControlList | None
+    CannedAccessControlList: S3CannedAccessControlList | None
 
 
 class S3SetObjectAclOperation(TypedDict, total=False):
-    AccessControlPolicy: Optional[S3AccessControlPolicy]
+    AccessControlPolicy: S3AccessControlPolicy | None
 
 
 S3ContentLength = int
-S3UserMetadata = Dict[NonEmptyMaxLength1024String, MaxLength1024String]
+S3UserMetadata = dict[NonEmptyMaxLength1024String, MaxLength1024String]
 
 
 class S3ObjectMetadata(TypedDict, total=False):
-    CacheControl: Optional[NonEmptyMaxLength1024String]
-    ContentDisposition: Optional[NonEmptyMaxLength1024String]
-    ContentEncoding: Optional[NonEmptyMaxLength1024String]
-    ContentLanguage: Optional[NonEmptyMaxLength1024String]
-    UserMetadata: Optional[S3UserMetadata]
-    ContentLength: Optional[S3ContentLength]
-    ContentMD5: Optional[NonEmptyMaxLength1024String]
-    ContentType: Optional[NonEmptyMaxLength1024String]
-    HttpExpiresDate: Optional[TimeStamp]
-    RequesterCharged: Optional[Boolean]
-    SSEAlgorithm: Optional[S3SSEAlgorithm]
+    CacheControl: NonEmptyMaxLength1024String | None
+    ContentDisposition: NonEmptyMaxLength1024String | None
+    ContentEncoding: NonEmptyMaxLength1024String | None
+    ContentLanguage: NonEmptyMaxLength1024String | None
+    UserMetadata: S3UserMetadata | None
+    ContentLength: S3ContentLength | None
+    ContentMD5: NonEmptyMaxLength1024String | None
+    ContentType: NonEmptyMaxLength1024String | None
+    HttpExpiresDate: TimeStamp | None
+    RequesterCharged: Boolean | None
+    SSEAlgorithm: S3SSEAlgorithm | None
 
 
 class S3CopyObjectOperation(TypedDict, total=False):
-    TargetResource: Optional[S3RegionalOrS3ExpressBucketArnString]
-    CannedAccessControlList: Optional[S3CannedAccessControlList]
-    AccessControlGrants: Optional[S3GrantList]
-    MetadataDirective: Optional[S3MetadataDirective]
-    ModifiedSinceConstraint: Optional[TimeStamp]
-    NewObjectMetadata: Optional[S3ObjectMetadata]
-    NewObjectTagging: Optional[S3TagSet]
-    RedirectLocation: Optional[NonEmptyMaxLength2048String]
-    RequesterPays: Optional[Boolean]
-    StorageClass: Optional[S3StorageClass]
-    UnModifiedSinceConstraint: Optional[TimeStamp]
-    SSEAwsKmsKeyId: Optional[KmsKeyArnString]
-    TargetKeyPrefix: Optional[NonEmptyMaxLength1024String]
-    ObjectLockLegalHoldStatus: Optional[S3ObjectLockLegalHoldStatus]
-    ObjectLockMode: Optional[S3ObjectLockMode]
-    ObjectLockRetainUntilDate: Optional[TimeStamp]
-    BucketKeyEnabled: Optional[Boolean]
-    ChecksumAlgorithm: Optional[S3ChecksumAlgorithm]
-
-
-UserArguments = Dict[NonEmptyMaxLength64String, MaxLength1024String]
+    TargetResource: S3RegionalOrS3ExpressBucketArnString | None
+    CannedAccessControlList: S3CannedAccessControlList | None
+    AccessControlGrants: S3GrantList | None
+    MetadataDirective: S3MetadataDirective | None
+    ModifiedSinceConstraint: TimeStamp | None
+    NewObjectMetadata: S3ObjectMetadata | None
+    NewObjectTagging: S3TagSet | None
+    RedirectLocation: NonEmptyMaxLength2048String | None
+    RequesterPays: Boolean | None
+    StorageClass: S3StorageClass | None
+    UnModifiedSinceConstraint: TimeStamp | None
+    SSEAwsKmsKeyId: KmsKeyArnString | None
+    TargetKeyPrefix: NonEmptyMaxLength1024String | None
+    ObjectLockLegalHoldStatus: S3ObjectLockLegalHoldStatus | None
+    ObjectLockMode: S3ObjectLockMode | None
+    ObjectLockRetainUntilDate: TimeStamp | None
+    BucketKeyEnabled: Boolean | None
+    ChecksumAlgorithm: S3ChecksumAlgorithm | None
+
+
+UserArguments = dict[NonEmptyMaxLength64String, MaxLength1024String]
 
 
 class LambdaInvokeOperation(TypedDict, total=False):
-    FunctionArn: Optional[FunctionArnString]
-    InvocationSchemaVersion: Optional[NonEmptyMaxLength64String]
-    UserArguments: Optional[UserArguments]
+    FunctionArn: FunctionArnString | None
+    InvocationSchemaVersion: NonEmptyMaxLength64String | None
+    UserArguments: UserArguments | None
 
 
 class JobOperation(TypedDict, total=False):
-    LambdaInvoke: Optional[LambdaInvokeOperation]
-    S3PutObjectCopy: Optional[S3CopyObjectOperation]
-    S3PutObjectAcl: Optional[S3SetObjectAclOperation]
-    S3PutObjectTagging: Optional[S3SetObjectTaggingOperation]
-    S3DeleteObjectTagging: Optional[S3DeleteObjectTaggingOperation]
-    S3InitiateRestoreObject: Optional[S3InitiateRestoreObjectOperation]
-    S3PutObjectLegalHold: Optional[S3SetObjectLegalHoldOperation]
-    S3PutObjectRetention: Optional[S3SetObjectRetentionOperation]
-    S3ReplicateObject: Optional[S3ReplicateObjectOperation]
-    S3ComputeObjectChecksum: Optional[S3ComputeObjectChecksumOperation]
+    LambdaInvoke: LambdaInvokeOperation | None
+    S3PutObjectCopy: S3CopyObjectOperation | None
+    S3PutObjectAcl: S3SetObjectAclOperation | None
+    S3PutObjectTagging: S3SetObjectTaggingOperation | None
+    S3DeleteObjectTagging: S3DeleteObjectTaggingOperation | None
+    S3InitiateRestoreObject: S3InitiateRestoreObjectOperation | None
+    S3PutObjectLegalHold: S3SetObjectLegalHoldOperation | None
+    S3PutObjectRetention: S3SetObjectRetentionOperation | None
+    S3ReplicateObject: S3ReplicateObjectOperation | None
+    S3ComputeObjectChecksum: S3ComputeObjectChecksumOperation | None
 
 
 class CreateJobRequest(ServiceRequest):
     AccountId: AccountId
-    ConfirmationRequired: Optional[ConfirmationRequired]
+    ConfirmationRequired: ConfirmationRequired | None
     Operation: JobOperation
     Report: JobReport
     ClientRequestToken: NonEmptyMaxLength64String
-    Manifest: Optional[JobManifest]
-    Description: Optional[NonEmptyMaxLength256String]
+    Manifest: JobManifest | None
+    Description: NonEmptyMaxLength256String | None
     Priority: JobPriority
     RoleArn: IAMRoleArn
-    Tags: Optional[S3TagSet]
-    ManifestGenerator: Optional[JobManifestGenerator]
+    Tags: S3TagSet | None
+    ManifestGenerator: JobManifestGenerator | None
 
 
 class CreateJobResult(TypedDict, total=False):
-    JobId: Optional[JobId]
+    JobId: JobId | None
 
 
 class CreateMultiRegionAccessPointRequest(ServiceRequest):
@@ -1192,63 +1192,63 @@ class CreateMultiRegionAccessPointRequest(ServiceRequest):
 
 
 class CreateMultiRegionAccessPointResult(TypedDict, total=False):
-    RequestTokenARN: Optional[AsyncRequestTokenARN]
+    RequestTokenARN: AsyncRequestTokenARN | None
 
 
 ObjectSizeValue = int
 
 
 class MatchObjectSize(TypedDict, total=False):
-    BytesGreaterThan: Optional[ObjectSizeValue]
-    BytesLessThan: Optional[ObjectSizeValue]
+    BytesGreaterThan: ObjectSizeValue | None
+    BytesLessThan: ObjectSizeValue | None
 
 
 class MatchObjectAge(TypedDict, total=False):
-    DaysGreaterThan: Optional[ObjectAgeValue]
-    DaysLessThan: Optional[ObjectAgeValue]
+    DaysGreaterThan: ObjectAgeValue | None
+    DaysLessThan: ObjectAgeValue | None
 
 
-MatchAnyTag = List[S3Tag]
-MatchAnySuffix = List[Suffix]
-MatchAnyPrefix = List[Prefix]
+MatchAnyTag = list[S3Tag]
+MatchAnySuffix = list[Suffix]
+MatchAnyPrefix = list[Prefix]
 
 
 class StorageLensGroupOrOperator(TypedDict, total=False):
-    MatchAnyPrefix: Optional[MatchAnyPrefix]
-    MatchAnySuffix: Optional[MatchAnySuffix]
-    MatchAnyTag: Optional[MatchAnyTag]
-    MatchObjectAge: Optional[MatchObjectAge]
-    MatchObjectSize: Optional[MatchObjectSize]
+    MatchAnyPrefix: MatchAnyPrefix | None
+    MatchAnySuffix: MatchAnySuffix | None
+    MatchAnyTag: MatchAnyTag | None
+    MatchObjectAge: MatchObjectAge | None
+    MatchObjectSize: MatchObjectSize | None
 
 
 class StorageLensGroupAndOperator(TypedDict, total=False):
-    MatchAnyPrefix: Optional[MatchAnyPrefix]
-    MatchAnySuffix: Optional[MatchAnySuffix]
-    MatchAnyTag: Optional[MatchAnyTag]
-    MatchObjectAge: Optional[MatchObjectAge]
-    MatchObjectSize: Optional[MatchObjectSize]
+    MatchAnyPrefix: MatchAnyPrefix | None
+    MatchAnySuffix: MatchAnySuffix | None
+    MatchAnyTag: MatchAnyTag | None
+    MatchObjectAge: MatchObjectAge | None
+    MatchObjectSize: MatchObjectSize | None
 
 
 class StorageLensGroupFilter(TypedDict, total=False):
-    MatchAnyPrefix: Optional[MatchAnyPrefix]
-    MatchAnySuffix: Optional[MatchAnySuffix]
-    MatchAnyTag: Optional[MatchAnyTag]
-    MatchObjectAge: Optional[MatchObjectAge]
-    MatchObjectSize: Optional[MatchObjectSize]
-    And: Optional[StorageLensGroupAndOperator]
-    Or: Optional[StorageLensGroupOrOperator]
+    MatchAnyPrefix: MatchAnyPrefix | None
+    MatchAnySuffix: MatchAnySuffix | None
+    MatchAnyTag: MatchAnyTag | None
+    MatchObjectAge: MatchObjectAge | None
+    MatchObjectSize: MatchObjectSize | None
+    And: StorageLensGroupAndOperator | None
+    Or: StorageLensGroupOrOperator | None
 
 
 class StorageLensGroup(TypedDict, total=False):
     Name: StorageLensGroupName
     Filter: StorageLensGroupFilter
-    StorageLensGroupArn: Optional[StorageLensGroupArn]
+    StorageLensGroupArn: StorageLensGroupArn | None
 
 
 class CreateStorageLensGroupRequest(ServiceRequest):
     AccountId: AccountId
     StorageLensGroup: StorageLensGroup
-    Tags: Optional[TagList]
+    Tags: TagList | None
 
 
 CreationDate = datetime
@@ -1256,10 +1256,10 @@ class CreateStorageLensGroupRequest(ServiceRequest):
 
 
 class Credentials(TypedDict, total=False):
-    AccessKeyId: Optional[AccessKeyId]
-    SecretAccessKey: Optional[SecretAccessKey]
-    SessionToken: Optional[SessionToken]
-    Expiration: Optional[Expiration]
+    AccessKeyId: AccessKeyId | None
+    SecretAccessKey: SecretAccessKey | None
+    SessionToken: SessionToken | None
+    Expiration: Expiration | None
 
 
 Date = datetime
@@ -1353,7 +1353,7 @@ class DeleteMultiRegionAccessPointRequest(ServiceRequest):
 
 
 class DeleteMultiRegionAccessPointResult(TypedDict, total=False):
-    RequestTokenARN: Optional[AsyncRequestTokenARN]
+    RequestTokenARN: AsyncRequestTokenARN | None
 
 
 class DeletePublicAccessBlockRequest(ServiceRequest):
@@ -1385,8 +1385,8 @@ class DescribeJobRequest(ServiceRequest):
 
 
 class S3GeneratedManifestDescriptor(TypedDict, total=False):
-    Format: Optional[GeneratedManifestFormat]
-    Location: Optional[JobManifestLocation]
+    Format: GeneratedManifestFormat | None
+    Location: JobManifestLocation | None
 
 
 SuspendedDate = datetime
@@ -1395,16 +1395,16 @@ class S3GeneratedManifestDescriptor(TypedDict, total=False):
 
 
 class JobFailure(TypedDict, total=False):
-    FailureCode: Optional[JobFailureCode]
-    FailureReason: Optional[JobFailureReason]
+    FailureCode: JobFailureCode | None
+    FailureReason: JobFailureReason | None
 
 
-JobFailureList = List[JobFailure]
+JobFailureList = list[JobFailure]
 JobTimeInStateSeconds = int
 
 
 class JobTimers(TypedDict, total=False):
-    ElapsedTimeInActiveSeconds: Optional[JobTimeInStateSeconds]
+    ElapsedTimeInActiveSeconds: JobTimeInStateSeconds | None
 
 
 JobNumberOfTasksFailed = int
@@ -1413,36 +1413,36 @@ class JobTimers(TypedDict, total=False):
 
 
 class JobProgressSummary(TypedDict, total=False):
-    TotalNumberOfTasks: Optional[JobTotalNumberOfTasks]
-    NumberOfTasksSucceeded: Optional[JobNumberOfTasksSucceeded]
-    NumberOfTasksFailed: Optional[JobNumberOfTasksFailed]
-    Timers: Optional[JobTimers]
+    TotalNumberOfTasks: JobTotalNumberOfTasks | None
+    NumberOfTasksSucceeded: JobNumberOfTasksSucceeded | None
+    NumberOfTasksFailed: JobNumberOfTasksFailed | None
+    Timers: JobTimers | None
 
 
 class JobDescriptor(TypedDict, total=False):
-    JobId: Optional[JobId]
-    ConfirmationRequired: Optional[ConfirmationRequired]
-    Description: Optional[NonEmptyMaxLength256String]
-    JobArn: Optional[JobArn]
-    Status: Optional[JobStatus]
-    Manifest: Optional[JobManifest]
-    Operation: Optional[JobOperation]
-    Priority: Optional[JobPriority]
-    ProgressSummary: Optional[JobProgressSummary]
-    StatusUpdateReason: Optional[JobStatusUpdateReason]
-    FailureReasons: Optional[JobFailureList]
-    Report: Optional[JobReport]
-    CreationTime: Optional[JobCreationTime]
-    TerminationDate: Optional[JobTerminationDate]
-    RoleArn: Optional[IAMRoleArn]
-    SuspendedDate: Optional[SuspendedDate]
-    SuspendedCause: Optional[SuspendedCause]
-    ManifestGenerator: Optional[JobManifestGenerator]
-    GeneratedManifestDescriptor: Optional[S3GeneratedManifestDescriptor]
+    JobId: JobId | None
+    ConfirmationRequired: ConfirmationRequired | None
+    Description: NonEmptyMaxLength256String | None
+    JobArn: JobArn | None
+    Status: JobStatus | None
+    Manifest: JobManifest | None
+    Operation: JobOperation | None
+    Priority: JobPriority | None
+    ProgressSummary: JobProgressSummary | None
+    StatusUpdateReason: JobStatusUpdateReason | None
+    FailureReasons: JobFailureList | None
+    Report: JobReport | None
+    CreationTime: JobCreationTime | None
+    TerminationDate: JobTerminationDate | None
+    RoleArn: IAMRoleArn | None
+    SuspendedDate: SuspendedDate | None
+    SuspendedCause: SuspendedCause | None
+    ManifestGenerator: JobManifestGenerator | None
+    GeneratedManifestDescriptor: S3GeneratedManifestDescriptor | None
 
 
 class DescribeJobResult(TypedDict, total=False):
-    Job: Optional[JobDescriptor]
+    Job: JobDescriptor | None
 
 
 class DescribeMultiRegionAccessPointOperationRequest(ServiceRequest):
@@ -1451,20 +1451,20 @@ class DescribeMultiRegionAccessPointOperationRequest(ServiceRequest):
 
 
 class DescribeMultiRegionAccessPointOperationResult(TypedDict, total=False):
-    AsyncOperation: Optional[AsyncOperation]
+    AsyncOperation: AsyncOperation | None
 
 
 class ReplicationTimeValue(TypedDict, total=False):
-    Minutes: Optional[Minutes]
+    Minutes: Minutes | None
 
 
 class Metrics(TypedDict, total=False):
     Status: MetricsStatus
-    EventThreshold: Optional[ReplicationTimeValue]
+    EventThreshold: ReplicationTimeValue | None
 
 
 class EncryptionConfiguration(TypedDict, total=False):
-    ReplicaKmsKeyID: Optional[ReplicaKmsKeyID]
+    ReplicaKmsKeyID: ReplicaKmsKeyID | None
 
 
 class ReplicationTime(TypedDict, total=False):
@@ -1473,32 +1473,32 @@ class ReplicationTime(TypedDict, total=False):
 
 
 class Destination(TypedDict, total=False):
-    Account: Optional[AccountId]
+    Account: AccountId | None
     Bucket: BucketIdentifierString
-    ReplicationTime: Optional[ReplicationTime]
-    AccessControlTranslation: Optional[AccessControlTranslation]
-    EncryptionConfiguration: Optional[EncryptionConfiguration]
-    Metrics: Optional[Metrics]
-    StorageClass: Optional[ReplicationStorageClass]
+    ReplicationTime: ReplicationTime | None
+    AccessControlTranslation: AccessControlTranslation | None
+    EncryptionConfiguration: EncryptionConfiguration | None
+    Metrics: Metrics | None
+    StorageClass: ReplicationStorageClass | None
 
 
 class DissociateAccessGrantsIdentityCenterRequest(ServiceRequest):
     AccountId: AccountId
 
 
-Endpoints = Dict[NonEmptyMaxLength64String, NonEmptyMaxLength1024String]
+Endpoints = dict[NonEmptyMaxLength64String, NonEmptyMaxLength1024String]
 
 
 class EstablishedMultiRegionAccessPointPolicy(TypedDict, total=False):
-    Policy: Optional[Policy]
+    Policy: Policy | None
 
 
-Regions = List[S3AWSRegion]
+Regions = list[S3AWSRegion]
 
 
 class Exclude(TypedDict, total=False):
-    Buckets: Optional[Buckets]
-    Regions: Optional[Regions]
+    Buckets: Buckets | None
+    Regions: Regions | None
 
 
 class ExistingObjectReplication(TypedDict, total=False):
@@ -1511,15 +1511,15 @@ class GetAccessGrantRequest(ServiceRequest):
 
 
 class GetAccessGrantResult(TypedDict, total=False):
-    CreatedAt: Optional[CreationTimestamp]
-    AccessGrantId: Optional[AccessGrantId]
-    AccessGrantArn: Optional[AccessGrantArn]
-    Grantee: Optional[Grantee]
-    Permission: Optional[Permission]
-    AccessGrantsLocationId: Optional[AccessGrantsLocationId]
-    AccessGrantsLocationConfiguration: Optional[AccessGrantsLocationConfiguration]
-    GrantScope: Optional[S3Prefix]
-    ApplicationArn: Optional[IdentityCenterApplicationArn]
+    CreatedAt: CreationTimestamp | None
+    AccessGrantId: AccessGrantId | None
+    AccessGrantArn: AccessGrantArn | None
+    Grantee: Grantee | None
+    Permission: Permission | None
+    AccessGrantsLocationId: AccessGrantsLocationId | None
+    AccessGrantsLocationConfiguration: AccessGrantsLocationConfiguration | None
+    GrantScope: S3Prefix | None
+    ApplicationArn: IdentityCenterApplicationArn | None
 
 
 class GetAccessGrantsInstanceForPrefixRequest(ServiceRequest):
@@ -1528,8 +1528,8 @@ class GetAccessGrantsInstanceForPrefixRequest(ServiceRequest):
 
 
 class GetAccessGrantsInstanceForPrefixResult(TypedDict, total=False):
-    AccessGrantsInstanceArn: Optional[AccessGrantsInstanceArn]
-    AccessGrantsInstanceId: Optional[AccessGrantsInstanceId]
+    AccessGrantsInstanceArn: AccessGrantsInstanceArn | None
+    AccessGrantsInstanceId: AccessGrantsInstanceId | None
 
 
 class GetAccessGrantsInstanceRequest(ServiceRequest):
@@ -1541,18 +1541,18 @@ class GetAccessGrantsInstanceResourcePolicyRequest(ServiceRequest):
 
 
 class GetAccessGrantsInstanceResourcePolicyResult(TypedDict, total=False):
-    Policy: Optional[PolicyDocument]
-    Organization: Optional[Organization]
-    CreatedAt: Optional[CreationTimestamp]
+    Policy: PolicyDocument | None
+    Organization: Organization | None
+    CreatedAt: CreationTimestamp | None
 
 
 class GetAccessGrantsInstanceResult(TypedDict, total=False):
-    AccessGrantsInstanceArn: Optional[AccessGrantsInstanceArn]
-    AccessGrantsInstanceId: Optional[AccessGrantsInstanceId]
-    IdentityCenterArn: Optional[IdentityCenterArn]
-    IdentityCenterInstanceArn: Optional[IdentityCenterArn]
-    IdentityCenterApplicationArn: Optional[IdentityCenterApplicationArn]
-    CreatedAt: Optional[CreationTimestamp]
+    AccessGrantsInstanceArn: AccessGrantsInstanceArn | None
+    AccessGrantsInstanceId: AccessGrantsInstanceId | None
+    IdentityCenterArn: IdentityCenterArn | None
+    IdentityCenterInstanceArn: IdentityCenterArn | None
+    IdentityCenterApplicationArn: IdentityCenterApplicationArn | None
+    CreatedAt: CreationTimestamp | None
 
 
 class GetAccessGrantsLocationRequest(ServiceRequest):
@@ -1561,11 +1561,11 @@ class GetAccessGrantsLocationRequest(ServiceRequest):
 
 
 class GetAccessGrantsLocationResult(TypedDict, total=False):
-    CreatedAt: Optional[CreationTimestamp]
-    AccessGrantsLocationId: Optional[AccessGrantsLocationId]
-    AccessGrantsLocationArn: Optional[AccessGrantsLocationArn]
-    LocationScope: Optional[S3Prefix]
-    IAMRoleArn: Optional[IAMRoleArn]
+    CreatedAt: CreationTimestamp | None
+    AccessGrantsLocationId: AccessGrantsLocationId | None
+    AccessGrantsLocationArn: AccessGrantsLocationArn | None
+    LocationScope: S3Prefix | None
+    IAMRoleArn: IAMRoleArn | None
 
 
 class GetAccessPointConfigurationForObjectLambdaRequest(ServiceRequest):
@@ -1574,7 +1574,7 @@ class GetAccessPointConfigurationForObjectLambdaRequest(ServiceRequest):
 
 
 class GetAccessPointConfigurationForObjectLambdaResult(TypedDict, total=False):
-    Configuration: Optional[ObjectLambdaConfiguration]
+    Configuration: ObjectLambdaConfiguration | None
 
 
 class GetAccessPointForObjectLambdaRequest(ServiceRequest):
@@ -1583,10 +1583,10 @@ class GetAccessPointForObjectLambdaRequest(ServiceRequest):
 
 
 class GetAccessPointForObjectLambdaResult(TypedDict, total=False):
-    Name: Optional[ObjectLambdaAccessPointName]
-    PublicAccessBlockConfiguration: Optional[PublicAccessBlockConfiguration]
-    CreationDate: Optional[CreationDate]
-    Alias: Optional[ObjectLambdaAccessPointAlias]
+    Name: ObjectLambdaAccessPointName | None
+    PublicAccessBlockConfiguration: PublicAccessBlockConfiguration | None
+    CreationDate: CreationDate | None
+    Alias: ObjectLambdaAccessPointAlias | None
 
 
 class GetAccessPointPolicyForObjectLambdaRequest(ServiceRequest):
@@ -1595,7 +1595,7 @@ class GetAccessPointPolicyForObjectLambdaRequest(ServiceRequest):
 
 
 class GetAccessPointPolicyForObjectLambdaResult(TypedDict, total=False):
-    Policy: Optional[ObjectLambdaPolicy]
+    Policy: ObjectLambdaPolicy | None
 
 
 class GetAccessPointPolicyRequest(ServiceRequest):
@@ -1604,7 +1604,7 @@ class GetAccessPointPolicyRequest(ServiceRequest):
 
 
 class GetAccessPointPolicyResult(TypedDict, total=False):
-    Policy: Optional[Policy]
+    Policy: Policy | None
 
 
 class GetAccessPointPolicyStatusForObjectLambdaRequest(ServiceRequest):
@@ -1613,11 +1613,11 @@ class GetAccessPointPolicyStatusForObjectLambdaRequest(ServiceRequest):
 
 
 class PolicyStatus(TypedDict, total=False):
-    IsPublic: Optional[IsPublic]
+    IsPublic: IsPublic | None
 
 
 class GetAccessPointPolicyStatusForObjectLambdaResult(TypedDict, total=False):
-    PolicyStatus: Optional[PolicyStatus]
+    PolicyStatus: PolicyStatus | None
 
 
 class GetAccessPointPolicyStatusRequest(ServiceRequest):
@@ -1626,7 +1626,7 @@ class GetAccessPointPolicyStatusRequest(ServiceRequest):
 
 
 class GetAccessPointPolicyStatusResult(TypedDict, total=False):
-    PolicyStatus: Optional[PolicyStatus]
+    PolicyStatus: PolicyStatus | None
 
 
 class GetAccessPointRequest(ServiceRequest):
@@ -1635,18 +1635,18 @@ class GetAccessPointRequest(ServiceRequest):
 
 
 class GetAccessPointResult(TypedDict, total=False):
-    Name: Optional[AccessPointName]
-    Bucket: Optional[AccessPointBucketName]
-    NetworkOrigin: Optional[NetworkOrigin]
-    VpcConfiguration: Optional[VpcConfiguration]
-    PublicAccessBlockConfiguration: Optional[PublicAccessBlockConfiguration]
-    CreationDate: Optional[CreationDate]
-    Alias: Optional[Alias]
-    AccessPointArn: Optional[S3AccessPointArn]
-    Endpoints: Optional[Endpoints]
-    BucketAccountId: Optional[AccountId]
-    DataSourceId: Optional[DataSourceId]
-    DataSourceType: Optional[DataSourceType]
+    Name: AccessPointName | None
+    Bucket: AccessPointBucketName | None
+    NetworkOrigin: NetworkOrigin | None
+    VpcConfiguration: VpcConfiguration | None
+    PublicAccessBlockConfiguration: PublicAccessBlockConfiguration | None
+    CreationDate: CreationDate | None
+    Alias: Alias | None
+    AccessPointArn: S3AccessPointArn | None
+    Endpoints: Endpoints | None
+    BucketAccountId: AccountId | None
+    DataSourceId: DataSourceId | None
+    DataSourceType: DataSourceType | None
 
 
 class GetAccessPointScopeRequest(ServiceRequest):
@@ -1655,7 +1655,7 @@ class GetAccessPointScopeRequest(ServiceRequest):
 
 
 class GetAccessPointScopeResult(TypedDict, total=False):
-    Scope: Optional[Scope]
+    Scope: Scope | None
 
 
 class GetBucketLifecycleConfigurationRequest(ServiceRequest):
@@ -1664,64 +1664,64 @@ class GetBucketLifecycleConfigurationRequest(ServiceRequest):
 
 
 class NoncurrentVersionExpiration(TypedDict, total=False):
-    NoncurrentDays: Optional[Days]
-    NewerNoncurrentVersions: Optional[NoncurrentVersionCount]
+    NoncurrentDays: Days | None
+    NewerNoncurrentVersions: NoncurrentVersionCount | None
 
 
 class NoncurrentVersionTransition(TypedDict, total=False):
-    NoncurrentDays: Optional[Days]
-    StorageClass: Optional[TransitionStorageClass]
+    NoncurrentDays: Days | None
+    StorageClass: TransitionStorageClass | None
 
 
-NoncurrentVersionTransitionList = List[NoncurrentVersionTransition]
+NoncurrentVersionTransitionList = list[NoncurrentVersionTransition]
 
 
 class Transition(TypedDict, total=False):
-    Date: Optional[Date]
-    Days: Optional[Days]
-    StorageClass: Optional[TransitionStorageClass]
+    Date: Date | None
+    Days: Days | None
+    StorageClass: TransitionStorageClass | None
 
 
-TransitionList = List[Transition]
+TransitionList = list[Transition]
 
 
 class LifecycleRuleAndOperator(TypedDict, total=False):
-    Prefix: Optional[Prefix]
-    Tags: Optional[S3TagSet]
-    ObjectSizeGreaterThan: Optional[ObjectSizeGreaterThanBytes]
-    ObjectSizeLessThan: Optional[ObjectSizeLessThanBytes]
+    Prefix: Prefix | None
+    Tags: S3TagSet | None
+    ObjectSizeGreaterThan: ObjectSizeGreaterThanBytes | None
+    ObjectSizeLessThan: ObjectSizeLessThanBytes | None
 
 
 class LifecycleRuleFilter(TypedDict, total=False):
-    Prefix: Optional[Prefix]
-    Tag: Optional[S3Tag]
-    And: Optional[LifecycleRuleAndOperator]
-    ObjectSizeGreaterThan: Optional[ObjectSizeGreaterThanBytes]
-    ObjectSizeLessThan: Optional[ObjectSizeLessThanBytes]
+    Prefix: Prefix | None
+    Tag: S3Tag | None
+    And: LifecycleRuleAndOperator | None
+    ObjectSizeGreaterThan: ObjectSizeGreaterThanBytes | None
+    ObjectSizeLessThan: ObjectSizeLessThanBytes | None
 
 
 class LifecycleExpiration(TypedDict, total=False):
-    Date: Optional[Date]
-    Days: Optional[Days]
-    ExpiredObjectDeleteMarker: Optional[ExpiredObjectDeleteMarker]
+    Date: Date | None
+    Days: Days | None
+    ExpiredObjectDeleteMarker: ExpiredObjectDeleteMarker | None
 
 
 class LifecycleRule(TypedDict, total=False):
-    Expiration: Optional[LifecycleExpiration]
-    ID: Optional[ID]
-    Filter: Optional[LifecycleRuleFilter]
+    Expiration: LifecycleExpiration | None
+    ID: ID | None
+    Filter: LifecycleRuleFilter | None
     Status: ExpirationStatus
-    Transitions: Optional[TransitionList]
-    NoncurrentVersionTransitions: Optional[NoncurrentVersionTransitionList]
-    NoncurrentVersionExpiration: Optional[NoncurrentVersionExpiration]
-    AbortIncompleteMultipartUpload: Optional[AbortIncompleteMultipartUpload]
+    Transitions: TransitionList | None
+    NoncurrentVersionTransitions: NoncurrentVersionTransitionList | None
+    NoncurrentVersionExpiration: NoncurrentVersionExpiration | None
+    AbortIncompleteMultipartUpload: AbortIncompleteMultipartUpload | None
 
 
-LifecycleRules = List[LifecycleRule]
+LifecycleRules = list[LifecycleRule]
 
 
 class GetBucketLifecycleConfigurationResult(TypedDict, total=False):
-    Rules: Optional[LifecycleRules]
+    Rules: LifecycleRules | None
 
 
 class GetBucketPolicyRequest(ServiceRequest):
@@ -1730,7 +1730,7 @@ class GetBucketPolicyRequest(ServiceRequest):
 
 
 class GetBucketPolicyResult(TypedDict, total=False):
-    Policy: Optional[Policy]
+    Policy: Policy | None
 
 
 class GetBucketReplicationRequest(ServiceRequest):
@@ -1747,35 +1747,35 @@ class SseKmsEncryptedObjects(TypedDict, total=False):
 
 
 class SourceSelectionCriteria(TypedDict, total=False):
-    SseKmsEncryptedObjects: Optional[SseKmsEncryptedObjects]
-    ReplicaModifications: Optional[ReplicaModifications]
+    SseKmsEncryptedObjects: SseKmsEncryptedObjects | None
+    ReplicaModifications: ReplicaModifications | None
 
 
 class ReplicationRuleAndOperator(TypedDict, total=False):
-    Prefix: Optional[Prefix]
-    Tags: Optional[S3TagSet]
+    Prefix: Prefix | None
+    Tags: S3TagSet | None
 
 
 class ReplicationRuleFilter(TypedDict, total=False):
-    Prefix: Optional[Prefix]
-    Tag: Optional[S3Tag]
-    And: Optional[ReplicationRuleAndOperator]
+    Prefix: Prefix | None
+    Tag: S3Tag | None
+    And: ReplicationRuleAndOperator | None
 
 
 class ReplicationRule(TypedDict, total=False):
-    ID: Optional[ID]
-    Priority: Optional[Priority]
-    Prefix: Optional[Prefix]
-    Filter: Optional[ReplicationRuleFilter]
+    ID: ID | None
+    Priority: Priority | None
+    Prefix: Prefix | None
+    Filter: ReplicationRuleFilter | None
     Status: ReplicationRuleStatus
-    SourceSelectionCriteria: Optional[SourceSelectionCriteria]
-    ExistingObjectReplication: Optional[ExistingObjectReplication]
+    SourceSelectionCriteria: SourceSelectionCriteria | None
+    ExistingObjectReplication: ExistingObjectReplication | None
     Destination: Destination
-    DeleteMarkerReplication: Optional[DeleteMarkerReplication]
+    DeleteMarkerReplication: DeleteMarkerReplication | None
     Bucket: BucketIdentifierString
 
 
-ReplicationRules = List[ReplicationRule]
+ReplicationRules = list[ReplicationRule]
 
 
 class ReplicationConfiguration(TypedDict, total=False):
@@ -1784,7 +1784,7 @@ class ReplicationConfiguration(TypedDict, total=False):
 
 
 class GetBucketReplicationResult(TypedDict, total=False):
-    ReplicationConfiguration: Optional[ReplicationConfiguration]
+    ReplicationConfiguration: ReplicationConfiguration | None
 
 
 class GetBucketRequest(ServiceRequest):
@@ -1793,9 +1793,9 @@ class GetBucketRequest(ServiceRequest):
 
 
 class GetBucketResult(TypedDict, total=False):
-    Bucket: Optional[BucketName]
-    PublicAccessBlockEnabled: Optional[PublicAccessBlockEnabled]
-    CreationDate: Optional[CreationDate]
+    Bucket: BucketName | None
+    PublicAccessBlockEnabled: PublicAccessBlockEnabled | None
+    CreationDate: CreationDate | None
 
 
 class GetBucketTaggingRequest(ServiceRequest):
@@ -1813,23 +1813,23 @@ class GetBucketVersioningRequest(ServiceRequest):
 
 
 class GetBucketVersioningResult(TypedDict, total=False):
-    Status: Optional[BucketVersioningStatus]
-    MFADelete: Optional[MFADeleteStatus]
+    Status: BucketVersioningStatus | None
+    MFADelete: MFADeleteStatus | None
 
 
 class GetDataAccessRequest(ServiceRequest):
     AccountId: AccountId
     Target: S3Prefix
     Permission: Permission
-    DurationSeconds: Optional[DurationSeconds]
-    Privilege: Optional[Privilege]
-    TargetType: Optional[S3PrefixType]
+    DurationSeconds: DurationSeconds | None
+    Privilege: Privilege | None
+    TargetType: S3PrefixType | None
 
 
 class GetDataAccessResult(TypedDict, total=False):
-    Credentials: Optional[Credentials]
-    MatchedGrantTarget: Optional[S3Prefix]
-    Grantee: Optional[Grantee]
+    Credentials: Credentials | None
+    MatchedGrantTarget: S3Prefix | None
+    Grantee: Grantee | None
 
 
 class GetJobTaggingRequest(ServiceRequest):
@@ -1838,7 +1838,7 @@ class GetJobTaggingRequest(ServiceRequest):
 
 
 class GetJobTaggingResult(TypedDict, total=False):
-    Tags: Optional[S3TagSet]
+    Tags: S3TagSet | None
 
 
 class GetMultiRegionAccessPointPolicyRequest(ServiceRequest):
@@ -1847,16 +1847,16 @@ class GetMultiRegionAccessPointPolicyRequest(ServiceRequest):
 
 
 class ProposedMultiRegionAccessPointPolicy(TypedDict, total=False):
-    Policy: Optional[Policy]
+    Policy: Policy | None
 
 
 class MultiRegionAccessPointPolicyDocument(TypedDict, total=False):
-    Established: Optional[EstablishedMultiRegionAccessPointPolicy]
-    Proposed: Optional[ProposedMultiRegionAccessPointPolicy]
+    Established: EstablishedMultiRegionAccessPointPolicy | None
+    Proposed: ProposedMultiRegionAccessPointPolicy | None
 
 
 class GetMultiRegionAccessPointPolicyResult(TypedDict, total=False):
-    Policy: Optional[MultiRegionAccessPointPolicyDocument]
+    Policy: MultiRegionAccessPointPolicyDocument | None
 
 
 class GetMultiRegionAccessPointPolicyStatusRequest(ServiceRequest):
@@ -1865,7 +1865,7 @@ class GetMultiRegionAccessPointPolicyStatusRequest(ServiceRequest):
 
 
 class GetMultiRegionAccessPointPolicyStatusResult(TypedDict, total=False):
-    Established: Optional[PolicyStatus]
+    Established: PolicyStatus | None
 
 
 class GetMultiRegionAccessPointRequest(ServiceRequest):
@@ -1874,25 +1874,25 @@ class GetMultiRegionAccessPointRequest(ServiceRequest):
 
 
 class RegionReport(TypedDict, total=False):
-    Bucket: Optional[BucketName]
-    Region: Optional[RegionName]
-    BucketAccountId: Optional[AccountId]
+    Bucket: BucketName | None
+    Region: RegionName | None
+    BucketAccountId: AccountId | None
 
 
-RegionReportList = List[RegionReport]
+RegionReportList = list[RegionReport]
 
 
 class MultiRegionAccessPointReport(TypedDict, total=False):
-    Name: Optional[MultiRegionAccessPointName]
-    Alias: Optional[MultiRegionAccessPointAlias]
-    CreatedAt: Optional[CreationTimestamp]
-    PublicAccessBlock: Optional[PublicAccessBlockConfiguration]
-    Status: Optional[MultiRegionAccessPointStatus]
-    Regions: Optional[RegionReportList]
+    Name: MultiRegionAccessPointName | None
+    Alias: MultiRegionAccessPointAlias | None
+    CreatedAt: CreationTimestamp | None
+    PublicAccessBlock: PublicAccessBlockConfiguration | None
+    Status: MultiRegionAccessPointStatus | None
+    Regions: RegionReportList | None
 
 
 class GetMultiRegionAccessPointResult(TypedDict, total=False):
-    AccessPoint: Optional[MultiRegionAccessPointReport]
+    AccessPoint: MultiRegionAccessPointReport | None
 
 
 class GetMultiRegionAccessPointRoutesRequest(ServiceRequest):
@@ -1901,21 +1901,21 @@ class GetMultiRegionAccessPointRoutesRequest(ServiceRequest):
 
 
 class MultiRegionAccessPointRoute(TypedDict, total=False):
-    Bucket: Optional[BucketName]
-    Region: Optional[RegionName]
+    Bucket: BucketName | None
+    Region: RegionName | None
     TrafficDialPercentage: TrafficDialPercentage
 
 
-RouteList = List[MultiRegionAccessPointRoute]
+RouteList = list[MultiRegionAccessPointRoute]
 
 
 class GetMultiRegionAccessPointRoutesResult(TypedDict, total=False):
-    Mrap: Optional[MultiRegionAccessPointId]
-    Routes: Optional[RouteList]
+    Mrap: MultiRegionAccessPointId | None
+    Routes: RouteList | None
 
 
 class GetPublicAccessBlockOutput(TypedDict, total=False):
-    PublicAccessBlockConfiguration: Optional[PublicAccessBlockConfiguration]
+    PublicAccessBlockConfiguration: PublicAccessBlockConfiguration | None
 
 
 class GetPublicAccessBlockRequest(ServiceRequest):
@@ -1940,8 +1940,8 @@ class SSES3(TypedDict, total=False):
 
 
 class StorageLensDataExportEncryption(TypedDict, total=False):
-    SSES3: Optional[SSES3]
-    SSEKMS: Optional[SSEKMS]
+    SSES3: SSES3 | None
+    SSEKMS: SSEKMS | None
 
 
 class S3BucketDestination(TypedDict, total=False):
@@ -1949,33 +1949,33 @@ class S3BucketDestination(TypedDict, total=False):
     OutputSchemaVersion: OutputSchemaVersion
     AccountId: AccountId
     Arn: S3BucketArnString
-    Prefix: Optional[Prefix]
-    Encryption: Optional[StorageLensDataExportEncryption]
+    Prefix: Prefix | None
+    Encryption: StorageLensDataExportEncryption | None
 
 
 class StorageLensDataExport(TypedDict, total=False):
-    S3BucketDestination: Optional[S3BucketDestination]
-    CloudWatchMetrics: Optional[CloudWatchMetrics]
+    S3BucketDestination: S3BucketDestination | None
+    CloudWatchMetrics: CloudWatchMetrics | None
 
 
 class Include(TypedDict, total=False):
-    Buckets: Optional[Buckets]
-    Regions: Optional[Regions]
+    Buckets: Buckets | None
+    Regions: Regions | None
 
 
 class StorageLensConfiguration(TypedDict, total=False):
     Id: ConfigId
     AccountLevel: AccountLevel
-    Include: Optional[Include]
-    Exclude: Optional[Exclude]
-    DataExport: Optional[StorageLensDataExport]
+    Include: Include | None
+    Exclude: Exclude | None
+    DataExport: StorageLensDataExport | None
     IsEnabled: IsEnabled
-    AwsOrg: Optional[StorageLensAwsOrg]
-    StorageLensArn: Optional[StorageLensArn]
+    AwsOrg: StorageLensAwsOrg | None
+    StorageLensArn: StorageLensArn | None
 
 
 class GetStorageLensConfigurationResult(TypedDict, total=False):
-    StorageLensConfiguration: Optional[StorageLensConfiguration]
+    StorageLensConfiguration: StorageLensConfiguration | None
 
 
 class GetStorageLensConfigurationTaggingRequest(ServiceRequest):
@@ -1988,11 +1988,11 @@ class StorageLensTag(TypedDict, total=False):
     Value: TagValueString
 
 
-StorageLensTags = List[StorageLensTag]
+StorageLensTags = list[StorageLensTag]
 
 
 class GetStorageLensConfigurationTaggingResult(TypedDict, total=False):
-    Tags: Optional[StorageLensTags]
+    Tags: StorageLensTags | None
 
 
 class GetStorageLensGroupRequest(ServiceRequest):
@@ -2001,193 +2001,193 @@ class GetStorageLensGroupRequest(ServiceRequest):
 
 
 class GetStorageLensGroupResult(TypedDict, total=False):
-    StorageLensGroup: Optional[StorageLensGroup]
+    StorageLensGroup: StorageLensGroup | None
 
 
 class JobListDescriptor(TypedDict, total=False):
-    JobId: Optional[JobId]
-    Description: Optional[NonEmptyMaxLength256String]
-    Operation: Optional[OperationName]
-    Priority: Optional[JobPriority]
-    Status: Optional[JobStatus]
-    CreationTime: Optional[JobCreationTime]
-    TerminationDate: Optional[JobTerminationDate]
-    ProgressSummary: Optional[JobProgressSummary]
+    JobId: JobId | None
+    Description: NonEmptyMaxLength256String | None
+    Operation: OperationName | None
+    Priority: JobPriority | None
+    Status: JobStatus | None
+    CreationTime: JobCreationTime | None
+    TerminationDate: JobTerminationDate | None
+    ProgressSummary: JobProgressSummary | None
 
 
-JobListDescriptorList = List[JobListDescriptor]
-JobStatusList = List[JobStatus]
+JobListDescriptorList = list[JobListDescriptor]
+JobStatusList = list[JobStatus]
 
 
 class LifecycleConfiguration(TypedDict, total=False):
-    Rules: Optional[LifecycleRules]
+    Rules: LifecycleRules | None
 
 
 class ListAccessGrantsInstancesRequest(ServiceRequest):
     AccountId: AccountId
-    NextToken: Optional[ContinuationToken]
-    MaxResults: Optional[MaxResults]
+    NextToken: ContinuationToken | None
+    MaxResults: MaxResults | None
 
 
 class ListAccessGrantsInstancesResult(TypedDict, total=False):
-    NextToken: Optional[ContinuationToken]
-    AccessGrantsInstancesList: Optional[AccessGrantsInstancesList]
+    NextToken: ContinuationToken | None
+    AccessGrantsInstancesList: AccessGrantsInstancesList | None
 
 
 class ListAccessGrantsLocationsRequest(ServiceRequest):
     AccountId: AccountId
-    NextToken: Optional[ContinuationToken]
-    MaxResults: Optional[MaxResults]
-    LocationScope: Optional[S3Prefix]
+    NextToken: ContinuationToken | None
+    MaxResults: MaxResults | None
+    LocationScope: S3Prefix | None
 
 
 class ListAccessGrantsLocationsResult(TypedDict, total=False):
-    NextToken: Optional[ContinuationToken]
-    AccessGrantsLocationsList: Optional[AccessGrantsLocationsList]
+    NextToken: ContinuationToken | None
+    AccessGrantsLocationsList: AccessGrantsLocationsList | None
 
 
 class ListAccessGrantsRequest(ServiceRequest):
     AccountId: AccountId
-    NextToken: Optional[ContinuationToken]
-    MaxResults: Optional[MaxResults]
-    GranteeType: Optional[GranteeType]
-    GranteeIdentifier: Optional[GranteeIdentifier]
-    Permission: Optional[Permission]
-    GrantScope: Optional[S3Prefix]
-    ApplicationArn: Optional[IdentityCenterApplicationArn]
+    NextToken: ContinuationToken | None
+    MaxResults: MaxResults | None
+    GranteeType: GranteeType | None
+    GranteeIdentifier: GranteeIdentifier | None
+    Permission: Permission | None
+    GrantScope: S3Prefix | None
+    ApplicationArn: IdentityCenterApplicationArn | None
 
 
 class ListAccessGrantsResult(TypedDict, total=False):
-    NextToken: Optional[ContinuationToken]
-    AccessGrantsList: Optional[AccessGrantsList]
+    NextToken: ContinuationToken | None
+    AccessGrantsList: AccessGrantsList | None
 
 
 class ListAccessPointsForDirectoryBucketsRequest(ServiceRequest):
     AccountId: AccountId
-    DirectoryBucket: Optional[BucketName]
-    NextToken: Optional[NonEmptyMaxLength1024String]
-    MaxResults: Optional[MaxResults]
+    DirectoryBucket: BucketName | None
+    NextToken: NonEmptyMaxLength1024String | None
+    MaxResults: MaxResults | None
 
 
 class ListAccessPointsForDirectoryBucketsResult(TypedDict, total=False):
-    AccessPointList: Optional[AccessPointList]
-    NextToken: Optional[NonEmptyMaxLength1024String]
+    AccessPointList: AccessPointList | None
+    NextToken: NonEmptyMaxLength1024String | None
 
 
 class ListAccessPointsForObjectLambdaRequest(ServiceRequest):
     AccountId: AccountId
-    NextToken: Optional[NonEmptyMaxLength1024String]
-    MaxResults: Optional[MaxResults]
+    NextToken: NonEmptyMaxLength1024String | None
+    MaxResults: MaxResults | None
 
 
 class ObjectLambdaAccessPoint(TypedDict, total=False):
     Name: ObjectLambdaAccessPointName
-    ObjectLambdaAccessPointArn: Optional[ObjectLambdaAccessPointArn]
-    Alias: Optional[ObjectLambdaAccessPointAlias]
+    ObjectLambdaAccessPointArn: ObjectLambdaAccessPointArn | None
+    Alias: ObjectLambdaAccessPointAlias | None
 
 
-ObjectLambdaAccessPointList = List[ObjectLambdaAccessPoint]
+ObjectLambdaAccessPointList = list[ObjectLambdaAccessPoint]
 
 
 class ListAccessPointsForObjectLambdaResult(TypedDict, total=False):
-    ObjectLambdaAccessPointList: Optional[ObjectLambdaAccessPointList]
-    NextToken: Optional[NonEmptyMaxLength1024String]
+    ObjectLambdaAccessPointList: ObjectLambdaAccessPointList | None
+    NextToken: NonEmptyMaxLength1024String | None
 
 
 class ListAccessPointsRequest(ServiceRequest):
     AccountId: AccountId
-    Bucket: Optional[BucketName]
-    NextToken: Optional[NonEmptyMaxLength1024String]
-    MaxResults: Optional[MaxResults]
-    DataSourceId: Optional[DataSourceId]
-    DataSourceType: Optional[DataSourceType]
+    Bucket: BucketName | None
+    NextToken: NonEmptyMaxLength1024String | None
+    MaxResults: MaxResults | None
+    DataSourceId: DataSourceId | None
+    DataSourceType: DataSourceType | None
 
 
 class ListAccessPointsResult(TypedDict, total=False):
-    AccessPointList: Optional[AccessPointList]
-    NextToken: Optional[NonEmptyMaxLength1024String]
+    AccessPointList: AccessPointList | None
+    NextToken: NonEmptyMaxLength1024String | None
 
 
 class ListCallerAccessGrantsRequest(ServiceRequest):
     AccountId: AccountId
-    GrantScope: Optional[S3Prefix]
-    NextToken: Optional[ContinuationToken]
-    MaxResults: Optional[MaxResults]
-    AllowedByApplication: Optional[Boolean]
+    GrantScope: S3Prefix | None
+    NextToken: ContinuationToken | None
+    MaxResults: MaxResults | None
+    AllowedByApplication: Boolean | None
 
 
 class ListCallerAccessGrantsResult(TypedDict, total=False):
-    NextToken: Optional[ContinuationToken]
-    CallerAccessGrantsList: Optional[CallerAccessGrantsList]
+    NextToken: ContinuationToken | None
+    CallerAccessGrantsList: CallerAccessGrantsList | None
 
 
 class ListJobsRequest(ServiceRequest):
     AccountId: AccountId
-    JobStatuses: Optional[JobStatusList]
-    NextToken: Optional[StringForNextToken]
-    MaxResults: Optional[MaxResults]
+    JobStatuses: JobStatusList | None
+    NextToken: StringForNextToken | None
+    MaxResults: MaxResults | None
 
 
 class ListJobsResult(TypedDict, total=False):
-    NextToken: Optional[StringForNextToken]
-    Jobs: Optional[JobListDescriptorList]
+    NextToken: StringForNextToken | None
+    Jobs: JobListDescriptorList | None
 
 
 class ListMultiRegionAccessPointsRequest(ServiceRequest):
     AccountId: AccountId
-    NextToken: Optional[NonEmptyMaxLength1024String]
-    MaxResults: Optional[MaxResults]
+    NextToken: NonEmptyMaxLength1024String | None
+    MaxResults: MaxResults | None
 
 
-MultiRegionAccessPointReportList = List[MultiRegionAccessPointReport]
+MultiRegionAccessPointReportList = list[MultiRegionAccessPointReport]
 
 
 class ListMultiRegionAccessPointsResult(TypedDict, total=False):
-    AccessPoints: Optional[MultiRegionAccessPointReportList]
-    NextToken: Optional[NonEmptyMaxLength1024String]
+    AccessPoints: MultiRegionAccessPointReportList | None
+    NextToken: NonEmptyMaxLength1024String | None
 
 
 class ListRegionalBucketsRequest(ServiceRequest):
     AccountId: AccountId
-    NextToken: Optional[NonEmptyMaxLength1024String]
-    MaxResults: Optional[MaxResults]
-    OutpostId: Optional[NonEmptyMaxLength64String]
+    NextToken: NonEmptyMaxLength1024String | None
+    MaxResults: MaxResults | None
+    OutpostId: NonEmptyMaxLength64String | None
 
 
 class RegionalBucket(TypedDict, total=False):
     Bucket: BucketName
-    BucketArn: Optional[S3RegionalBucketArn]
+    BucketArn: S3RegionalBucketArn | None
     PublicAccessBlockEnabled: PublicAccessBlockEnabled
     CreationDate: CreationDate
-    OutpostId: Optional[NonEmptyMaxLength64String]
+    OutpostId: NonEmptyMaxLength64String | None
 
 
-RegionalBucketList = List[RegionalBucket]
+RegionalBucketList = list[RegionalBucket]
 
 
 class ListRegionalBucketsResult(TypedDict, total=False):
-    RegionalBucketList: Optional[RegionalBucketList]
-    NextToken: Optional[NonEmptyMaxLength1024String]
+    RegionalBucketList: RegionalBucketList | None
+    NextToken: NonEmptyMaxLength1024String | None
 
 
 class ListStorageLensConfigurationEntry(TypedDict, total=False):
     Id: ConfigId
     StorageLensArn: StorageLensArn
     HomeRegion: S3AWSRegion
-    IsEnabled: Optional[IsEnabled]
+    IsEnabled: IsEnabled | None
 
 
 class ListStorageLensConfigurationsRequest(ServiceRequest):
     AccountId: AccountId
-    NextToken: Optional[ContinuationToken]
+    NextToken: ContinuationToken | None
 
 
-StorageLensConfigurationList = List[ListStorageLensConfigurationEntry]
+StorageLensConfigurationList = list[ListStorageLensConfigurationEntry]
 
 
 class ListStorageLensConfigurationsResult(TypedDict, total=False):
-    NextToken: Optional[ContinuationToken]
-    StorageLensConfigurationList: Optional[StorageLensConfigurationList]
+    NextToken: ContinuationToken | None
+    StorageLensConfigurationList: StorageLensConfigurationList | None
 
 
 class ListStorageLensGroupEntry(TypedDict, total=False):
@@ -2198,15 +2198,15 @@ class ListStorageLensGroupEntry(TypedDict, total=False):
 
 class ListStorageLensGroupsRequest(ServiceRequest):
     AccountId: AccountId
-    NextToken: Optional[ContinuationToken]
+    NextToken: ContinuationToken | None
 
 
-StorageLensGroupList = List[ListStorageLensGroupEntry]
+StorageLensGroupList = list[ListStorageLensGroupEntry]
 
 
 class ListStorageLensGroupsResult(TypedDict, total=False):
-    NextToken: Optional[ContinuationToken]
-    StorageLensGroupList: Optional[StorageLensGroupList]
+    NextToken: ContinuationToken | None
+    StorageLensGroupList: StorageLensGroupList | None
 
 
 class ListTagsForResourceRequest(ServiceRequest):
@@ -2215,19 +2215,19 @@ class ListTagsForResourceRequest(ServiceRequest):
 
 
 class ListTagsForResourceResult(TypedDict, total=False):
-    Tags: Optional[TagList]
+    Tags: TagList | None
 
 
 class PutAccessGrantsInstanceResourcePolicyRequest(ServiceRequest):
     AccountId: AccountId
     Policy: PolicyDocument
-    Organization: Optional[Organization]
+    Organization: Organization | None
 
 
 class PutAccessGrantsInstanceResourcePolicyResult(TypedDict, total=False):
-    Policy: Optional[PolicyDocument]
-    Organization: Optional[Organization]
-    CreatedAt: Optional[CreationTimestamp]
+    Policy: PolicyDocument | None
+    Organization: Organization | None
+    CreatedAt: CreationTimestamp | None
 
 
 class PutAccessPointConfigurationForObjectLambdaRequest(ServiceRequest):
@@ -2257,13 +2257,13 @@ class PutAccessPointScopeRequest(ServiceRequest):
 class PutBucketLifecycleConfigurationRequest(ServiceRequest):
     AccountId: AccountId
     Bucket: BucketName
-    LifecycleConfiguration: Optional[LifecycleConfiguration]
+    LifecycleConfiguration: LifecycleConfiguration | None
 
 
 class PutBucketPolicyRequest(ServiceRequest):
     AccountId: AccountId
     Bucket: BucketName
-    ConfirmRemoveSelfBucketAccess: Optional[ConfirmRemoveSelfBucketAccess]
+    ConfirmRemoveSelfBucketAccess: ConfirmRemoveSelfBucketAccess | None
     Policy: Policy
 
 
@@ -2284,14 +2284,14 @@ class PutBucketTaggingRequest(ServiceRequest):
 
 
 class VersioningConfiguration(TypedDict, total=False):
-    MFADelete: Optional[MFADelete]
-    Status: Optional[BucketVersioningStatus]
+    MFADelete: MFADelete | None
+    Status: BucketVersioningStatus | None
 
 
 class PutBucketVersioningRequest(ServiceRequest):
     AccountId: AccountId
     Bucket: BucketName
-    MFA: Optional[MFA]
+    MFA: MFA | None
     VersioningConfiguration: VersioningConfiguration
 
 
@@ -2312,7 +2312,7 @@ class PutMultiRegionAccessPointPolicyRequest(ServiceRequest):
 
 
 class PutMultiRegionAccessPointPolicyResult(TypedDict, total=False):
-    RequestTokenARN: Optional[AsyncRequestTokenARN]
+    RequestTokenARN: AsyncRequestTokenARN | None
 
 
 class PutPublicAccessBlockRequest(ServiceRequest):
@@ -2324,7 +2324,7 @@ class PutStorageLensConfigurationRequest(ServiceRequest):
     ConfigId: ConfigId
     AccountId: AccountId
     StorageLensConfiguration: StorageLensConfiguration
-    Tags: Optional[StorageLensTags]
+    Tags: StorageLensTags | None
 
 
 class PutStorageLensConfigurationTaggingRequest(ServiceRequest):
@@ -2347,7 +2347,7 @@ class SubmitMultiRegionAccessPointRoutesResult(TypedDict, total=False):
     pass
 
 
-TagKeyList = List[TagKeyString]
+TagKeyList = list[TagKeyString]
 
 
 class TagResourceRequest(ServiceRequest):
@@ -2377,11 +2377,11 @@ class UpdateAccessGrantsLocationRequest(ServiceRequest):
 
 
 class UpdateAccessGrantsLocationResult(TypedDict, total=False):
-    CreatedAt: Optional[CreationTimestamp]
-    AccessGrantsLocationId: Optional[AccessGrantsLocationId]
-    AccessGrantsLocationArn: Optional[AccessGrantsLocationArn]
-    LocationScope: Optional[S3Prefix]
-    IAMRoleArn: Optional[IAMRoleArn]
+    CreatedAt: CreationTimestamp | None
+    AccessGrantsLocationId: AccessGrantsLocationId | None
+    AccessGrantsLocationArn: AccessGrantsLocationArn | None
+    LocationScope: S3Prefix | None
+    IAMRoleArn: IAMRoleArn | None
 
 
 class UpdateJobPriorityRequest(ServiceRequest):
@@ -2399,13 +2399,13 @@ class UpdateJobStatusRequest(ServiceRequest):
     AccountId: AccountId
     JobId: JobId
     RequestedJobStatus: RequestedJobStatus
-    StatusUpdateReason: Optional[JobStatusUpdateReason]
+    StatusUpdateReason: JobStatusUpdateReason | None
 
 
 class UpdateJobStatusResult(TypedDict, total=False):
-    JobId: Optional[JobId]
-    Status: Optional[JobStatus]
-    StatusUpdateReason: Optional[JobStatusUpdateReason]
+    JobId: JobId | None
+    Status: JobStatus | None
+    StatusUpdateReason: JobStatusUpdateReason | None
 
 
 class UpdateStorageLensGroupRequest(ServiceRequest):
@@ -2415,8 +2415,8 @@ class UpdateStorageLensGroupRequest(ServiceRequest):
 
 
 class S3ControlApi:
-    service = "s3control"
-    version = "2018-08-20"
+    service: str = "s3control"
+    version: str = "2018-08-20"
 
     @handler("AssociateAccessGrantsIdentityCenter")
     def associate_access_grants_identity_center(
diff --git a/localstack-core/localstack/aws/api/scheduler/__init__.py b/localstack-core/localstack/aws/api/scheduler/__init__.py
index 829a895bd4a06..d1695b15f6ff3 100644
--- a/localstack-core/localstack/aws/api/scheduler/__init__.py
+++ b/localstack-core/localstack/aws/api/scheduler/__init__.py
@@ -1,6 +1,6 @@
 from datetime import datetime
 from enum import StrEnum
-from typing import Dict, List, Optional, TypedDict
+from typing import TypedDict
 
 from localstack.aws.api import RequestContext, ServiceException, ServiceRequest, handler
 
@@ -132,23 +132,23 @@ class ValidationException(ServiceException):
     status_code: int = 400
 
 
-Subnets = List[Subnet]
-SecurityGroups = List[SecurityGroup]
+Subnets = list[Subnet]
+SecurityGroups = list[SecurityGroup]
 
 
 class AwsVpcConfiguration(TypedDict, total=False):
-    AssignPublicIp: Optional[AssignPublicIp]
-    SecurityGroups: Optional[SecurityGroups]
+    AssignPublicIp: AssignPublicIp | None
+    SecurityGroups: SecurityGroups | None
     Subnets: Subnets
 
 
 class CapacityProviderStrategyItem(TypedDict, total=False):
-    base: Optional[CapacityProviderStrategyItemBase]
+    base: CapacityProviderStrategyItemBase | None
     capacityProvider: CapacityProvider
-    weight: Optional[CapacityProviderStrategyItemWeight]
+    weight: CapacityProviderStrategyItemWeight | None
 
 
-CapacityProviderStrategy = List[CapacityProviderStrategyItem]
+CapacityProviderStrategy = list[CapacityProviderStrategyItem]
 
 
 class Tag(TypedDict, total=False):
@@ -156,13 +156,13 @@ class Tag(TypedDict, total=False):
     Value: TagValue
 
 
-TagList = List[Tag]
+TagList = list[Tag]
 
 
 class CreateScheduleGroupInput(ServiceRequest):
-    ClientToken: Optional[ClientToken]
+    ClientToken: ClientToken | None
     Name: ScheduleGroupName
-    Tags: Optional[TagList]
+    Tags: TagList | None
 
 
 class CreateScheduleGroupOutput(TypedDict, total=False):
@@ -170,7 +170,7 @@ class CreateScheduleGroupOutput(TypedDict, total=False):
 
 
 class SqsParameters(TypedDict, total=False):
-    MessageGroupId: Optional[MessageGroupId]
+    MessageGroupId: MessageGroupId | None
 
 
 class SageMakerPipelineParameter(TypedDict, total=False):
@@ -178,16 +178,16 @@ class SageMakerPipelineParameter(TypedDict, total=False):
     Value: SageMakerPipelineParameterValue
 
 
-SageMakerPipelineParameterList = List[SageMakerPipelineParameter]
+SageMakerPipelineParameterList = list[SageMakerPipelineParameter]
 
 
 class SageMakerPipelineParameters(TypedDict, total=False):
-    PipelineParameterList: Optional[SageMakerPipelineParameterList]
+    PipelineParameterList: SageMakerPipelineParameterList | None
 
 
 class RetryPolicy(TypedDict, total=False):
-    MaximumEventAgeInSeconds: Optional[MaximumEventAgeInSeconds]
-    MaximumRetryAttempts: Optional[MaximumRetryAttempts]
+    MaximumEventAgeInSeconds: MaximumEventAgeInSeconds | None
+    MaximumRetryAttempts: MaximumRetryAttempts | None
 
 
 class KinesisParameters(TypedDict, total=False):
@@ -199,69 +199,69 @@ class EventBridgeParameters(TypedDict, total=False):
     Source: Source
 
 
-TagMap = Dict[TagKey, TagValue]
-Tags = List[TagMap]
+TagMap = dict[TagKey, TagValue]
+Tags = list[TagMap]
 
 
 class PlacementStrategy(TypedDict, total=False):
-    field: Optional[PlacementStrategyField]
-    type: Optional[PlacementStrategyType]
+    field: PlacementStrategyField | None
+    type: PlacementStrategyType | None
 
 
-PlacementStrategies = List[PlacementStrategy]
+PlacementStrategies = list[PlacementStrategy]
 
 
 class PlacementConstraint(TypedDict, total=False):
-    expression: Optional[PlacementConstraintExpression]
-    type: Optional[PlacementConstraintType]
+    expression: PlacementConstraintExpression | None
+    type: PlacementConstraintType | None
 
 
-PlacementConstraints = List[PlacementConstraint]
+PlacementConstraints = list[PlacementConstraint]
 
 
 class NetworkConfiguration(TypedDict, total=False):
-    awsvpcConfiguration: Optional[AwsVpcConfiguration]
+    awsvpcConfiguration: AwsVpcConfiguration | None
 
 
 class EcsParameters(TypedDict, total=False):
-    CapacityProviderStrategy: Optional[CapacityProviderStrategy]
-    EnableECSManagedTags: Optional[EnableECSManagedTags]
-    EnableExecuteCommand: Optional[EnableExecuteCommand]
-    Group: Optional[Group]
-    LaunchType: Optional[LaunchType]
-    NetworkConfiguration: Optional[NetworkConfiguration]
-    PlacementConstraints: Optional[PlacementConstraints]
-    PlacementStrategy: Optional[PlacementStrategies]
-    PlatformVersion: Optional[PlatformVersion]
-    PropagateTags: Optional[PropagateTags]
-    ReferenceId: Optional[ReferenceId]
-    Tags: Optional[Tags]
-    TaskCount: Optional[TaskCount]
+    CapacityProviderStrategy: CapacityProviderStrategy | None
+    EnableECSManagedTags: EnableECSManagedTags | None
+    EnableExecuteCommand: EnableExecuteCommand | None
+    Group: Group | None
+    LaunchType: LaunchType | None
+    NetworkConfiguration: NetworkConfiguration | None
+    PlacementConstraints: PlacementConstraints | None
+    PlacementStrategy: PlacementStrategies | None
+    PlatformVersion: PlatformVersion | None
+    PropagateTags: PropagateTags | None
+    ReferenceId: ReferenceId | None
+    Tags: Tags | None
+    TaskCount: TaskCount | None
     TaskDefinitionArn: TaskDefinitionArn
 
 
 class DeadLetterConfig(TypedDict, total=False):
-    Arn: Optional[DeadLetterConfigArnString]
+    Arn: DeadLetterConfigArnString | None
 
 
 class Target(TypedDict, total=False):
     Arn: TargetArn
-    DeadLetterConfig: Optional[DeadLetterConfig]
-    EcsParameters: Optional[EcsParameters]
-    EventBridgeParameters: Optional[EventBridgeParameters]
-    Input: Optional[TargetInput]
-    KinesisParameters: Optional[KinesisParameters]
-    RetryPolicy: Optional[RetryPolicy]
+    DeadLetterConfig: DeadLetterConfig | None
+    EcsParameters: EcsParameters | None
+    EventBridgeParameters: EventBridgeParameters | None
+    Input: TargetInput | None
+    KinesisParameters: KinesisParameters | None
+    RetryPolicy: RetryPolicy | None
     RoleArn: RoleArn
-    SageMakerPipelineParameters: Optional[SageMakerPipelineParameters]
-    SqsParameters: Optional[SqsParameters]
+    SageMakerPipelineParameters: SageMakerPipelineParameters | None
+    SqsParameters: SqsParameters | None
 
 
 StartDate = datetime
 
 
 class FlexibleTimeWindow(TypedDict, total=False):
-    MaximumWindowInMinutes: Optional[MaximumWindowInMinutes]
+    MaximumWindowInMinutes: MaximumWindowInMinutes | None
     Mode: FlexibleTimeWindowMode
 
 
@@ -269,18 +269,18 @@ class FlexibleTimeWindow(TypedDict, total=False):
 
 
 class CreateScheduleInput(ServiceRequest):
-    ActionAfterCompletion: Optional[ActionAfterCompletion]
-    ClientToken: Optional[ClientToken]
-    Description: Optional[Description]
-    EndDate: Optional[EndDate]
+    ActionAfterCompletion: ActionAfterCompletion | None
+    ClientToken: ClientToken | None
+    Description: Description | None
+    EndDate: EndDate | None
     FlexibleTimeWindow: FlexibleTimeWindow
-    GroupName: Optional[ScheduleGroupName]
-    KmsKeyArn: Optional[KmsKeyArn]
+    GroupName: ScheduleGroupName | None
+    KmsKeyArn: KmsKeyArn | None
     Name: Name
     ScheduleExpression: ScheduleExpression
-    ScheduleExpressionTimezone: Optional[ScheduleExpressionTimezone]
-    StartDate: Optional[StartDate]
-    State: Optional[ScheduleState]
+    ScheduleExpressionTimezone: ScheduleExpressionTimezone | None
+    StartDate: StartDate | None
+    State: ScheduleState | None
     Target: Target
 
 
@@ -292,7 +292,7 @@ class CreateScheduleOutput(TypedDict, total=False):
 
 
 class DeleteScheduleGroupInput(ServiceRequest):
-    ClientToken: Optional[ClientToken]
+    ClientToken: ClientToken | None
     Name: ScheduleGroupName
 
 
@@ -301,8 +301,8 @@ class DeleteScheduleGroupOutput(TypedDict, total=False):
 
 
 class DeleteScheduleInput(ServiceRequest):
-    ClientToken: Optional[ClientToken]
-    GroupName: Optional[ScheduleGroupName]
+    ClientToken: ClientToken | None
+    GroupName: ScheduleGroupName | None
     Name: Name
 
 
@@ -318,64 +318,64 @@ class GetScheduleGroupInput(ServiceRequest):
 
 
 class GetScheduleGroupOutput(TypedDict, total=False):
-    Arn: Optional[ScheduleGroupArn]
-    CreationDate: Optional[CreationDate]
-    LastModificationDate: Optional[LastModificationDate]
-    Name: Optional[ScheduleGroupName]
-    State: Optional[ScheduleGroupState]
+    Arn: ScheduleGroupArn | None
+    CreationDate: CreationDate | None
+    LastModificationDate: LastModificationDate | None
+    Name: ScheduleGroupName | None
+    State: ScheduleGroupState | None
 
 
 class GetScheduleInput(ServiceRequest):
-    GroupName: Optional[ScheduleGroupName]
+    GroupName: ScheduleGroupName | None
     Name: Name
 
 
 class GetScheduleOutput(TypedDict, total=False):
-    ActionAfterCompletion: Optional[ActionAfterCompletion]
-    Arn: Optional[ScheduleArn]
-    CreationDate: Optional[CreationDate]
-    Description: Optional[Description]
-    EndDate: Optional[EndDate]
-    FlexibleTimeWindow: Optional[FlexibleTimeWindow]
-    GroupName: Optional[ScheduleGroupName]
-    KmsKeyArn: Optional[KmsKeyArn]
-    LastModificationDate: Optional[LastModificationDate]
-    Name: Optional[Name]
-    ScheduleExpression: Optional[ScheduleExpression]
-    ScheduleExpressionTimezone: Optional[ScheduleExpressionTimezone]
-    StartDate: Optional[StartDate]
-    State: Optional[ScheduleState]
-    Target: Optional[Target]
+    ActionAfterCompletion: ActionAfterCompletion | None
+    Arn: ScheduleArn | None
+    CreationDate: CreationDate | None
+    Description: Description | None
+    EndDate: EndDate | None
+    FlexibleTimeWindow: FlexibleTimeWindow | None
+    GroupName: ScheduleGroupName | None
+    KmsKeyArn: KmsKeyArn | None
+    LastModificationDate: LastModificationDate | None
+    Name: Name | None
+    ScheduleExpression: ScheduleExpression | None
+    ScheduleExpressionTimezone: ScheduleExpressionTimezone | None
+    StartDate: StartDate | None
+    State: ScheduleState | None
+    Target: Target | None
 
 
 class ListScheduleGroupsInput(ServiceRequest):
-    MaxResults: Optional[MaxResults]
-    NamePrefix: Optional[ScheduleGroupNamePrefix]
-    NextToken: Optional[NextToken]
+    MaxResults: MaxResults | None
+    NamePrefix: ScheduleGroupNamePrefix | None
+    NextToken: NextToken | None
 
 
 class ScheduleGroupSummary(TypedDict, total=False):
-    Arn: Optional[ScheduleGroupArn]
-    CreationDate: Optional[CreationDate]
-    LastModificationDate: Optional[LastModificationDate]
-    Name: Optional[ScheduleGroupName]
-    State: Optional[ScheduleGroupState]
+    Arn: ScheduleGroupArn | None
+    CreationDate: CreationDate | None
+    LastModificationDate: LastModificationDate | None
+    Name: ScheduleGroupName | None
+    State: ScheduleGroupState | None
 
 
-ScheduleGroupList = List[ScheduleGroupSummary]
+ScheduleGroupList = list[ScheduleGroupSummary]
 
 
 class ListScheduleGroupsOutput(TypedDict, total=False):
-    NextToken: Optional[NextToken]
+    NextToken: NextToken | None
     ScheduleGroups: ScheduleGroupList
 
 
 class ListSchedulesInput(ServiceRequest):
-    GroupName: Optional[ScheduleGroupName]
-    MaxResults: Optional[MaxResults]
-    NamePrefix: Optional[NamePrefix]
-    NextToken: Optional[NextToken]
-    State: Optional[ScheduleState]
+    GroupName: ScheduleGroupName | None
+    MaxResults: MaxResults | None
+    NamePrefix: NamePrefix | None
+    NextToken: NextToken | None
+    State: ScheduleState | None
 
 
 class TargetSummary(TypedDict, total=False):
@@ -383,20 +383,20 @@ class TargetSummary(TypedDict, total=False):
 
 
 class ScheduleSummary(TypedDict, total=False):
-    Arn: Optional[ScheduleArn]
-    CreationDate: Optional[CreationDate]
-    GroupName: Optional[ScheduleGroupName]
-    LastModificationDate: Optional[LastModificationDate]
-    Name: Optional[Name]
-    State: Optional[ScheduleState]
-    Target: Optional[TargetSummary]
+    Arn: ScheduleArn | None
+    CreationDate: CreationDate | None
+    GroupName: ScheduleGroupName | None
+    LastModificationDate: LastModificationDate | None
+    Name: Name | None
+    State: ScheduleState | None
+    Target: TargetSummary | None
 
 
-ScheduleList = List[ScheduleSummary]
+ScheduleList = list[ScheduleSummary]
 
 
 class ListSchedulesOutput(TypedDict, total=False):
-    NextToken: Optional[NextToken]
+    NextToken: NextToken | None
     Schedules: ScheduleList
 
 
@@ -405,10 +405,10 @@ class ListTagsForResourceInput(ServiceRequest):
 
 
 class ListTagsForResourceOutput(TypedDict, total=False):
-    Tags: Optional[TagList]
+    Tags: TagList | None
 
 
-TagKeyList = List[TagKey]
+TagKeyList = list[TagKey]
 
 
 class TagResourceInput(ServiceRequest):
@@ -430,18 +430,18 @@ class UntagResourceOutput(TypedDict, total=False):
 
 
 class UpdateScheduleInput(ServiceRequest):
-    ActionAfterCompletion: Optional[ActionAfterCompletion]
-    ClientToken: Optional[ClientToken]
-    Description: Optional[Description]
-    EndDate: Optional[EndDate]
+    ActionAfterCompletion: ActionAfterCompletion | None
+    ClientToken: ClientToken | None
+    Description: Description | None
+    EndDate: EndDate | None
     FlexibleTimeWindow: FlexibleTimeWindow
-    GroupName: Optional[ScheduleGroupName]
-    KmsKeyArn: Optional[KmsKeyArn]
+    GroupName: ScheduleGroupName | None
+    KmsKeyArn: KmsKeyArn | None
     Name: Name
     ScheduleExpression: ScheduleExpression
-    ScheduleExpressionTimezone: Optional[ScheduleExpressionTimezone]
-    StartDate: Optional[StartDate]
-    State: Optional[ScheduleState]
+    ScheduleExpressionTimezone: ScheduleExpressionTimezone | None
+    StartDate: StartDate | None
+    State: ScheduleState | None
     Target: Target
 
 
@@ -450,8 +450,8 @@ class UpdateScheduleOutput(TypedDict, total=False):
 
 
 class SchedulerApi:
-    service = "scheduler"
-    version = "2021-06-30"
+    service: str = "scheduler"
+    version: str = "2021-06-30"
 
     @handler("CreateSchedule")
     def create_schedule(
diff --git a/localstack-core/localstack/aws/api/secretsmanager/__init__.py b/localstack-core/localstack/aws/api/secretsmanager/__init__.py
index 7e4704d8f34ac..1120628473093 100644
--- a/localstack-core/localstack/aws/api/secretsmanager/__init__.py
+++ b/localstack-core/localstack/aws/api/secretsmanager/__init__.py
@@ -1,6 +1,6 @@
 from datetime import datetime
 from enum import StrEnum
-from typing import Dict, List, Optional, TypedDict
+from typing import TypedDict
 
 from localstack.aws.api import RequestContext, ServiceException, ServiceRequest, handler
 
@@ -136,62 +136,62 @@ class ResourceNotFoundException(ServiceException):
 
 
 class APIErrorType(TypedDict, total=False):
-    SecretId: Optional[SecretIdType]
-    ErrorCode: Optional[ErrorCode]
-    Message: Optional[ErrorMessage]
+    SecretId: SecretIdType | None
+    ErrorCode: ErrorCode | None
+    Message: ErrorMessage | None
 
 
-APIErrorListType = List[APIErrorType]
+APIErrorListType = list[APIErrorType]
 
 
 class ReplicaRegionType(TypedDict, total=False):
-    Region: Optional[RegionType]
-    KmsKeyId: Optional[KmsKeyIdType]
+    Region: RegionType | None
+    KmsKeyId: KmsKeyIdType | None
 
 
-AddReplicaRegionListType = List[ReplicaRegionType]
+AddReplicaRegionListType = list[ReplicaRegionType]
 AutomaticallyRotateAfterDaysType = int
-FilterValuesStringList = List[FilterValueStringType]
+FilterValuesStringList = list[FilterValueStringType]
 
 
 class Filter(TypedDict, total=False):
-    Key: Optional[FilterNameStringType]
-    Values: Optional[FilterValuesStringList]
+    Key: FilterNameStringType | None
+    Values: FilterValuesStringList | None
 
 
-FiltersListType = List[Filter]
-SecretIdListType = List[SecretIdType]
+FiltersListType = list[Filter]
+SecretIdListType = list[SecretIdType]
 
 
 class BatchGetSecretValueRequest(ServiceRequest):
-    SecretIdList: Optional[SecretIdListType]
-    Filters: Optional[FiltersListType]
-    MaxResults: Optional[MaxResultsBatchType]
-    NextToken: Optional[NextTokenType]
+    SecretIdList: SecretIdListType | None
+    Filters: FiltersListType | None
+    MaxResults: MaxResultsBatchType | None
+    NextToken: NextTokenType | None
 
 
 CreatedDateType = datetime
-SecretVersionStagesType = List[SecretVersionStageType]
+SecretVersionStagesType = list[SecretVersionStageType]
 SecretBinaryType = bytes
 
 
 class SecretValueEntry(TypedDict, total=False):
-    ARN: Optional[SecretARNType]
-    Name: Optional[SecretNameType]
-    VersionId: Optional[SecretVersionIdType]
-    SecretBinary: Optional[SecretBinaryType]
-    SecretString: Optional[SecretStringType]
-    VersionStages: Optional[SecretVersionStagesType]
-    CreatedDate: Optional[CreatedDateType]
+    ARN: SecretARNType | None
+    Name: SecretNameType | None
+    VersionId: SecretVersionIdType | None
+    SecretBinary: SecretBinaryType | None
+    SecretString: SecretStringType | None
+    VersionStages: SecretVersionStagesType | None
+    CreatedDate: CreatedDateType | None
 
 
-SecretValuesType = List[SecretValueEntry]
+SecretValuesType = list[SecretValueEntry]
 
 
 class BatchGetSecretValueResponse(TypedDict, total=False):
-    SecretValues: Optional[SecretValuesType]
-    NextToken: Optional[NextTokenType]
-    Errors: Optional[APIErrorListType]
+    SecretValues: SecretValuesType | None
+    NextToken: NextTokenType | None
+    Errors: APIErrorListType | None
 
 
 class CancelRotateSecretRequest(ServiceRequest):
@@ -199,50 +199,50 @@ class CancelRotateSecretRequest(ServiceRequest):
 
 
 class CancelRotateSecretResponse(TypedDict, total=False):
-    ARN: Optional[SecretARNType]
-    Name: Optional[SecretNameType]
-    VersionId: Optional[SecretVersionIdType]
+    ARN: SecretARNType | None
+    Name: SecretNameType | None
+    VersionId: SecretVersionIdType | None
 
 
 class Tag(TypedDict, total=False):
-    Key: Optional[TagKeyType]
-    Value: Optional[TagValueType]
+    Key: TagKeyType | None
+    Value: TagValueType | None
 
 
-TagListType = List[Tag]
+TagListType = list[Tag]
 
 
 class CreateSecretRequest(ServiceRequest):
     Name: NameType
-    ClientRequestToken: Optional[ClientRequestTokenType]
-    Description: Optional[DescriptionType]
-    KmsKeyId: Optional[KmsKeyIdType]
-    SecretBinary: Optional[SecretBinaryType]
-    SecretString: Optional[SecretStringType]
-    Tags: Optional[TagListType]
-    AddReplicaRegions: Optional[AddReplicaRegionListType]
-    ForceOverwriteReplicaSecret: Optional[BooleanType]
+    ClientRequestToken: ClientRequestTokenType | None
+    Description: DescriptionType | None
+    KmsKeyId: KmsKeyIdType | None
+    SecretBinary: SecretBinaryType | None
+    SecretString: SecretStringType | None
+    Tags: TagListType | None
+    AddReplicaRegions: AddReplicaRegionListType | None
+    ForceOverwriteReplicaSecret: BooleanType | None
 
 
 LastAccessedDateType = datetime
 
 
 class ReplicationStatusType(TypedDict, total=False):
-    Region: Optional[RegionType]
-    KmsKeyId: Optional[KmsKeyIdType]
-    Status: Optional[StatusType]
-    StatusMessage: Optional[StatusMessageType]
-    LastAccessedDate: Optional[LastAccessedDateType]
+    Region: RegionType | None
+    KmsKeyId: KmsKeyIdType | None
+    Status: StatusType | None
+    StatusMessage: StatusMessageType | None
+    LastAccessedDate: LastAccessedDateType | None
 
 
-ReplicationStatusListType = List[ReplicationStatusType]
+ReplicationStatusListType = list[ReplicationStatusType]
 
 
 class CreateSecretResponse(TypedDict, total=False):
-    ARN: Optional[SecretARNType]
-    Name: Optional[SecretNameType]
-    VersionId: Optional[SecretVersionIdType]
-    ReplicationStatus: Optional[ReplicationStatusListType]
+    ARN: SecretARNType | None
+    Name: SecretNameType | None
+    VersionId: SecretVersionIdType | None
+    ReplicationStatus: ReplicationStatusListType | None
 
 
 class DeleteResourcePolicyRequest(ServiceRequest):
@@ -250,8 +250,8 @@ class DeleteResourcePolicyRequest(ServiceRequest):
 
 
 class DeleteResourcePolicyResponse(TypedDict, total=False):
-    ARN: Optional[SecretARNType]
-    Name: Optional[NameType]
+    ARN: SecretARNType | None
+    Name: NameType | None
 
 
 RecoveryWindowInDaysType = int
@@ -259,17 +259,17 @@ class DeleteResourcePolicyResponse(TypedDict, total=False):
 
 class DeleteSecretRequest(ServiceRequest):
     SecretId: SecretIdType
-    RecoveryWindowInDays: Optional[RecoveryWindowInDaysType]
-    ForceDeleteWithoutRecovery: Optional[BooleanType]
+    RecoveryWindowInDays: RecoveryWindowInDaysType | None
+    ForceDeleteWithoutRecovery: BooleanType | None
 
 
 DeletionDateType = datetime
 
 
 class DeleteSecretResponse(TypedDict, total=False):
-    ARN: Optional[SecretARNType]
-    Name: Optional[SecretNameType]
-    DeletionDate: Optional[DeletionDateType]
+    ARN: SecretARNType | None
+    Name: SecretNameType | None
+    DeletionDate: DeletionDateType | None
 
 
 DeletedDateType = datetime
@@ -280,55 +280,55 @@ class DescribeSecretRequest(ServiceRequest):
 
 
 TimestampType = datetime
-SecretVersionsToStagesMapType = Dict[SecretVersionIdType, SecretVersionStagesType]
+SecretVersionsToStagesMapType = dict[SecretVersionIdType, SecretVersionStagesType]
 NextRotationDateType = datetime
 LastChangedDateType = datetime
 LastRotatedDateType = datetime
 
 
 class RotationRulesType(TypedDict, total=False):
-    AutomaticallyAfterDays: Optional[AutomaticallyRotateAfterDaysType]
-    Duration: Optional[DurationType]
-    ScheduleExpression: Optional[ScheduleExpressionType]
+    AutomaticallyAfterDays: AutomaticallyRotateAfterDaysType | None
+    Duration: DurationType | None
+    ScheduleExpression: ScheduleExpressionType | None
 
 
 class DescribeSecretResponse(TypedDict, total=False):
-    ARN: Optional[SecretARNType]
-    Name: Optional[SecretNameType]
-    Description: Optional[DescriptionType]
-    KmsKeyId: Optional[KmsKeyIdType]
-    RotationEnabled: Optional[RotationEnabledType]
-    RotationLambdaARN: Optional[RotationLambdaARNType]
-    RotationRules: Optional[RotationRulesType]
-    LastRotatedDate: Optional[LastRotatedDateType]
-    LastChangedDate: Optional[LastChangedDateType]
-    LastAccessedDate: Optional[LastAccessedDateType]
-    DeletedDate: Optional[DeletedDateType]
-    NextRotationDate: Optional[NextRotationDateType]
-    Tags: Optional[TagListType]
-    VersionIdsToStages: Optional[SecretVersionsToStagesMapType]
-    OwningService: Optional[OwningServiceType]
-    CreatedDate: Optional[TimestampType]
-    PrimaryRegion: Optional[RegionType]
-    ReplicationStatus: Optional[ReplicationStatusListType]
+    ARN: SecretARNType | None
+    Name: SecretNameType | None
+    Description: DescriptionType | None
+    KmsKeyId: KmsKeyIdType | None
+    RotationEnabled: RotationEnabledType | None
+    RotationLambdaARN: RotationLambdaARNType | None
+    RotationRules: RotationRulesType | None
+    LastRotatedDate: LastRotatedDateType | None
+    LastChangedDate: LastChangedDateType | None
+    LastAccessedDate: LastAccessedDateType | None
+    DeletedDate: DeletedDateType | None
+    NextRotationDate: NextRotationDateType | None
+    Tags: TagListType | None
+    VersionIdsToStages: SecretVersionsToStagesMapType | None
+    OwningService: OwningServiceType | None
+    CreatedDate: TimestampType | None
+    PrimaryRegion: RegionType | None
+    ReplicationStatus: ReplicationStatusListType | None
 
 
 PasswordLengthType = int
 
 
 class GetRandomPasswordRequest(ServiceRequest):
-    PasswordLength: Optional[PasswordLengthType]
-    ExcludeCharacters: Optional[ExcludeCharactersType]
-    ExcludeNumbers: Optional[ExcludeNumbersType]
-    ExcludePunctuation: Optional[ExcludePunctuationType]
-    ExcludeUppercase: Optional[ExcludeUppercaseType]
-    ExcludeLowercase: Optional[ExcludeLowercaseType]
-    IncludeSpace: Optional[IncludeSpaceType]
-    RequireEachIncludedType: Optional[RequireEachIncludedTypeType]
+    PasswordLength: PasswordLengthType | None
+    ExcludeCharacters: ExcludeCharactersType | None
+    ExcludeNumbers: ExcludeNumbersType | None
+    ExcludePunctuation: ExcludePunctuationType | None
+    ExcludeUppercase: ExcludeUppercaseType | None
+    ExcludeLowercase: ExcludeLowercaseType | None
+    IncludeSpace: IncludeSpaceType | None
+    RequireEachIncludedType: RequireEachIncludedTypeType | None
 
 
 class GetRandomPasswordResponse(TypedDict, total=False):
-    RandomPassword: Optional[RandomPasswordType]
+    RandomPassword: RandomPasswordType | None
 
 
 class GetResourcePolicyRequest(ServiceRequest):
@@ -336,119 +336,119 @@ class GetResourcePolicyRequest(ServiceRequest):
 
 
 class GetResourcePolicyResponse(TypedDict, total=False):
-    ARN: Optional[SecretARNType]
-    Name: Optional[NameType]
-    ResourcePolicy: Optional[NonEmptyResourcePolicyType]
+    ARN: SecretARNType | None
+    Name: NameType | None
+    ResourcePolicy: NonEmptyResourcePolicyType | None
 
 
 class GetSecretValueRequest(ServiceRequest):
     SecretId: SecretIdType
-    VersionId: Optional[SecretVersionIdType]
-    VersionStage: Optional[SecretVersionStageType]
+    VersionId: SecretVersionIdType | None
+    VersionStage: SecretVersionStageType | None
 
 
 class GetSecretValueResponse(TypedDict, total=False):
-    ARN: Optional[SecretARNType]
-    Name: Optional[SecretNameType]
-    VersionId: Optional[SecretVersionIdType]
-    SecretBinary: Optional[SecretBinaryType]
-    SecretString: Optional[SecretStringType]
-    VersionStages: Optional[SecretVersionStagesType]
-    CreatedDate: Optional[CreatedDateType]
+    ARN: SecretARNType | None
+    Name: SecretNameType | None
+    VersionId: SecretVersionIdType | None
+    SecretBinary: SecretBinaryType | None
+    SecretString: SecretStringType | None
+    VersionStages: SecretVersionStagesType | None
+    CreatedDate: CreatedDateType | None
 
 
-KmsKeyIdListType = List[KmsKeyIdType]
+KmsKeyIdListType = list[KmsKeyIdType]
 
 
 class ListSecretVersionIdsRequest(ServiceRequest):
     SecretId: SecretIdType
-    MaxResults: Optional[MaxResultsType]
-    NextToken: Optional[NextTokenType]
-    IncludeDeprecated: Optional[BooleanType]
+    MaxResults: MaxResultsType | None
+    NextToken: NextTokenType | None
+    IncludeDeprecated: BooleanType | None
 
 
 class SecretVersionsListEntry(TypedDict, total=False):
-    VersionId: Optional[SecretVersionIdType]
-    VersionStages: Optional[SecretVersionStagesType]
-    LastAccessedDate: Optional[LastAccessedDateType]
-    CreatedDate: Optional[CreatedDateType]
-    KmsKeyIds: Optional[KmsKeyIdListType]
+    VersionId: SecretVersionIdType | None
+    VersionStages: SecretVersionStagesType | None
+    LastAccessedDate: LastAccessedDateType | None
+    CreatedDate: CreatedDateType | None
+    KmsKeyIds: KmsKeyIdListType | None
 
 
-SecretVersionsListType = List[SecretVersionsListEntry]
+SecretVersionsListType = list[SecretVersionsListEntry]
 
 
 class ListSecretVersionIdsResponse(TypedDict, total=False):
-    Versions: Optional[SecretVersionsListType]
-    NextToken: Optional[NextTokenType]
-    ARN: Optional[SecretARNType]
-    Name: Optional[SecretNameType]
+    Versions: SecretVersionsListType | None
+    NextToken: NextTokenType | None
+    ARN: SecretARNType | None
+    Name: SecretNameType | None
 
 
 class ListSecretsRequest(ServiceRequest):
-    IncludePlannedDeletion: Optional[BooleanType]
-    MaxResults: Optional[MaxResultsType]
-    NextToken: Optional[NextTokenType]
-    Filters: Optional[FiltersListType]
-    SortOrder: Optional[SortOrderType]
+    IncludePlannedDeletion: BooleanType | None
+    MaxResults: MaxResultsType | None
+    NextToken: NextTokenType | None
+    Filters: FiltersListType | None
+    SortOrder: SortOrderType | None
 
 
 class SecretListEntry(TypedDict, total=False):
-    ARN: Optional[SecretARNType]
-    Name: Optional[SecretNameType]
-    Description: Optional[DescriptionType]
-    KmsKeyId: Optional[KmsKeyIdType]
-    RotationEnabled: Optional[RotationEnabledType]
-    RotationLambdaARN: Optional[RotationLambdaARNType]
-    RotationRules: Optional[RotationRulesType]
-    LastRotatedDate: Optional[LastRotatedDateType]
-    LastChangedDate: Optional[LastChangedDateType]
-    LastAccessedDate: Optional[LastAccessedDateType]
-    DeletedDate: Optional[DeletedDateType]
-    NextRotationDate: Optional[NextRotationDateType]
-    Tags: Optional[TagListType]
-    SecretVersionsToStages: Optional[SecretVersionsToStagesMapType]
-    OwningService: Optional[OwningServiceType]
-    CreatedDate: Optional[TimestampType]
-    PrimaryRegion: Optional[RegionType]
-
-
-SecretListType = List[SecretListEntry]
+    ARN: SecretARNType | None
+    Name: SecretNameType | None
+    Description: DescriptionType | None
+    KmsKeyId: KmsKeyIdType | None
+    RotationEnabled: RotationEnabledType | None
+    RotationLambdaARN: RotationLambdaARNType | None
+    RotationRules: RotationRulesType | None
+    LastRotatedDate: LastRotatedDateType | None
+    LastChangedDate: LastChangedDateType | None
+    LastAccessedDate: LastAccessedDateType | None
+    DeletedDate: DeletedDateType | None
+    NextRotationDate: NextRotationDateType | None
+    Tags: TagListType | None
+    SecretVersionsToStages: SecretVersionsToStagesMapType | None
+    OwningService: OwningServiceType | None
+    CreatedDate: TimestampType | None
+    PrimaryRegion: RegionType | None
+
+
+SecretListType = list[SecretListEntry]
 
 
 class ListSecretsResponse(TypedDict, total=False):
-    SecretList: Optional[SecretListType]
-    NextToken: Optional[NextTokenType]
+    SecretList: SecretListType | None
+    NextToken: NextTokenType | None
 
 
 class PutResourcePolicyRequest(ServiceRequest):
     SecretId: SecretIdType
     ResourcePolicy: NonEmptyResourcePolicyType
-    BlockPublicPolicy: Optional[BooleanType]
+    BlockPublicPolicy: BooleanType | None
 
 
 class PutResourcePolicyResponse(TypedDict, total=False):
-    ARN: Optional[SecretARNType]
-    Name: Optional[NameType]
+    ARN: SecretARNType | None
+    Name: NameType | None
 
 
 class PutSecretValueRequest(ServiceRequest):
     SecretId: SecretIdType
-    ClientRequestToken: Optional[ClientRequestTokenType]
-    SecretBinary: Optional[SecretBinaryType]
-    SecretString: Optional[SecretStringType]
-    VersionStages: Optional[SecretVersionStagesType]
-    RotationToken: Optional[RotationTokenType]
+    ClientRequestToken: ClientRequestTokenType | None
+    SecretBinary: SecretBinaryType | None
+    SecretString: SecretStringType | None
+    VersionStages: SecretVersionStagesType | None
+    RotationToken: RotationTokenType | None
 
 
 class PutSecretValueResponse(TypedDict, total=False):
-    ARN: Optional[SecretARNType]
-    Name: Optional[SecretNameType]
-    VersionId: Optional[SecretVersionIdType]
-    VersionStages: Optional[SecretVersionStagesType]
+    ARN: SecretARNType | None
+    Name: SecretNameType | None
+    VersionId: SecretVersionIdType | None
+    VersionStages: SecretVersionStagesType | None
 
 
-RemoveReplicaRegionListType = List[RegionType]
+RemoveReplicaRegionListType = list[RegionType]
 
 
 class RemoveRegionsFromReplicationRequest(ServiceRequest):
@@ -457,19 +457,19 @@ class RemoveRegionsFromReplicationRequest(ServiceRequest):
 
 
 class RemoveRegionsFromReplicationResponse(TypedDict, total=False):
-    ARN: Optional[SecretARNType]
-    ReplicationStatus: Optional[ReplicationStatusListType]
+    ARN: SecretARNType | None
+    ReplicationStatus: ReplicationStatusListType | None
 
 
 class ReplicateSecretToRegionsRequest(ServiceRequest):
     SecretId: SecretIdType
     AddReplicaRegions: AddReplicaRegionListType
-    ForceOverwriteReplicaSecret: Optional[BooleanType]
+    ForceOverwriteReplicaSecret: BooleanType | None
 
 
 class ReplicateSecretToRegionsResponse(TypedDict, total=False):
-    ARN: Optional[SecretARNType]
-    ReplicationStatus: Optional[ReplicationStatusListType]
+    ARN: SecretARNType | None
+    ReplicationStatus: ReplicationStatusListType | None
 
 
 class RestoreSecretRequest(ServiceRequest):
@@ -477,22 +477,22 @@ class RestoreSecretRequest(ServiceRequest):
 
 
 class RestoreSecretResponse(TypedDict, total=False):
-    ARN: Optional[SecretARNType]
-    Name: Optional[SecretNameType]
+    ARN: SecretARNType | None
+    Name: SecretNameType | None
 
 
 class RotateSecretRequest(ServiceRequest):
     SecretId: SecretIdType
-    ClientRequestToken: Optional[ClientRequestTokenType]
-    RotationLambdaARN: Optional[RotationLambdaARNType]
-    RotationRules: Optional[RotationRulesType]
-    RotateImmediately: Optional[BooleanType]
+    ClientRequestToken: ClientRequestTokenType | None
+    RotationLambdaARN: RotationLambdaARNType | None
+    RotationRules: RotationRulesType | None
+    RotateImmediately: BooleanType | None
 
 
 class RotateSecretResponse(TypedDict, total=False):
-    ARN: Optional[SecretARNType]
-    Name: Optional[SecretNameType]
-    VersionId: Optional[SecretVersionIdType]
+    ARN: SecretARNType | None
+    Name: SecretNameType | None
+    VersionId: SecretVersionIdType | None
 
 
 class StopReplicationToReplicaRequest(ServiceRequest):
@@ -500,10 +500,10 @@ class StopReplicationToReplicaRequest(ServiceRequest):
 
 
 class StopReplicationToReplicaResponse(TypedDict, total=False):
-    ARN: Optional[SecretARNType]
+    ARN: SecretARNType | None
 
 
-TagKeyListType = List[TagKeyType]
+TagKeyListType = list[TagKeyType]
 
 
 class TagResourceRequest(ServiceRequest):
@@ -518,52 +518,52 @@ class UntagResourceRequest(ServiceRequest):
 
 class UpdateSecretRequest(ServiceRequest):
     SecretId: SecretIdType
-    ClientRequestToken: Optional[ClientRequestTokenType]
-    Description: Optional[DescriptionType]
-    KmsKeyId: Optional[KmsKeyIdType]
-    SecretBinary: Optional[SecretBinaryType]
-    SecretString: Optional[SecretStringType]
+    ClientRequestToken: ClientRequestTokenType | None
+    Description: DescriptionType | None
+    KmsKeyId: KmsKeyIdType | None
+    SecretBinary: SecretBinaryType | None
+    SecretString: SecretStringType | None
 
 
 class UpdateSecretResponse(TypedDict, total=False):
-    ARN: Optional[SecretARNType]
-    Name: Optional[SecretNameType]
-    VersionId: Optional[SecretVersionIdType]
+    ARN: SecretARNType | None
+    Name: SecretNameType | None
+    VersionId: SecretVersionIdType | None
 
 
 class UpdateSecretVersionStageRequest(ServiceRequest):
     SecretId: SecretIdType
     VersionStage: SecretVersionStageType
-    RemoveFromVersionId: Optional[SecretVersionIdType]
-    MoveToVersionId: Optional[SecretVersionIdType]
+    RemoveFromVersionId: SecretVersionIdType | None
+    MoveToVersionId: SecretVersionIdType | None
 
 
 class UpdateSecretVersionStageResponse(TypedDict, total=False):
-    ARN: Optional[SecretARNType]
-    Name: Optional[SecretNameType]
+    ARN: SecretARNType | None
+    Name: SecretNameType | None
 
 
 class ValidateResourcePolicyRequest(ServiceRequest):
-    SecretId: Optional[SecretIdType]
+    SecretId: SecretIdType | None
     ResourcePolicy: NonEmptyResourcePolicyType
 
 
 class ValidationErrorsEntry(TypedDict, total=False):
-    CheckName: Optional[NameType]
-    ErrorMessage: Optional[ErrorMessage]
+    CheckName: NameType | None
+    ErrorMessage: ErrorMessage | None
 
 
-ValidationErrorsType = List[ValidationErrorsEntry]
+ValidationErrorsType = list[ValidationErrorsEntry]
 
 
 class ValidateResourcePolicyResponse(TypedDict, total=False):
-    PolicyValidationPassed: Optional[BooleanType]
-    ValidationErrors: Optional[ValidationErrorsType]
+    PolicyValidationPassed: BooleanType | None
+    ValidationErrors: ValidationErrorsType | None
 
 
 class SecretsmanagerApi:
-    service = "secretsmanager"
-    version = "2017-10-17"
+    service: str = "secretsmanager"
+    version: str = "2017-10-17"
 
     @handler("BatchGetSecretValue")
     def batch_get_secret_value(
diff --git a/localstack-core/localstack/aws/api/ses/__init__.py b/localstack-core/localstack/aws/api/ses/__init__.py
index 26e3b38f45cf1..6c62e8045f15e 100644
--- a/localstack-core/localstack/aws/api/ses/__init__.py
+++ b/localstack-core/localstack/aws/api/ses/__init__.py
@@ -1,6 +1,6 @@
 from datetime import datetime
 from enum import StrEnum
-from typing import Dict, List, Optional, TypedDict
+from typing import TypedDict
 
 from localstack.aws.api import RequestContext, ServiceException, ServiceRequest, handler
 
@@ -189,35 +189,35 @@ class AlreadyExistsException(ServiceException):
     code: str = "AlreadyExists"
     sender_fault: bool = True
     status_code: int = 400
-    Name: Optional[RuleOrRuleSetName]
+    Name: RuleOrRuleSetName | None
 
 
 class CannotDeleteException(ServiceException):
     code: str = "CannotDelete"
     sender_fault: bool = True
     status_code: int = 400
-    Name: Optional[RuleOrRuleSetName]
+    Name: RuleOrRuleSetName | None
 
 
 class ConfigurationSetAlreadyExistsException(ServiceException):
     code: str = "ConfigurationSetAlreadyExists"
     sender_fault: bool = True
     status_code: int = 400
-    ConfigurationSetName: Optional[ConfigurationSetName]
+    ConfigurationSetName: ConfigurationSetName | None
 
 
 class ConfigurationSetDoesNotExistException(ServiceException):
     code: str = "ConfigurationSetDoesNotExist"
     sender_fault: bool = True
     status_code: int = 400
-    ConfigurationSetName: Optional[ConfigurationSetName]
+    ConfigurationSetName: ConfigurationSetName | None
 
 
 class ConfigurationSetSendingPausedException(ServiceException):
     code: str = "ConfigurationSetSendingPausedException"
     sender_fault: bool = True
     status_code: int = 400
-    ConfigurationSetName: Optional[ConfigurationSetName]
+    ConfigurationSetName: ConfigurationSetName | None
 
 
 class CustomVerificationEmailInvalidContentException(ServiceException):
@@ -230,45 +230,45 @@ class CustomVerificationEmailTemplateAlreadyExistsException(ServiceException):
     code: str = "CustomVerificationEmailTemplateAlreadyExists"
     sender_fault: bool = True
     status_code: int = 400
-    CustomVerificationEmailTemplateName: Optional[TemplateName]
+    CustomVerificationEmailTemplateName: TemplateName | None
 
 
 class CustomVerificationEmailTemplateDoesNotExistException(ServiceException):
     code: str = "CustomVerificationEmailTemplateDoesNotExist"
     sender_fault: bool = True
     status_code: int = 400
-    CustomVerificationEmailTemplateName: Optional[TemplateName]
+    CustomVerificationEmailTemplateName: TemplateName | None
 
 
 class EventDestinationAlreadyExistsException(ServiceException):
     code: str = "EventDestinationAlreadyExists"
     sender_fault: bool = True
     status_code: int = 400
-    ConfigurationSetName: Optional[ConfigurationSetName]
-    EventDestinationName: Optional[EventDestinationName]
+    ConfigurationSetName: ConfigurationSetName | None
+    EventDestinationName: EventDestinationName | None
 
 
 class EventDestinationDoesNotExistException(ServiceException):
     code: str = "EventDestinationDoesNotExist"
     sender_fault: bool = True
     status_code: int = 400
-    ConfigurationSetName: Optional[ConfigurationSetName]
-    EventDestinationName: Optional[EventDestinationName]
+    ConfigurationSetName: ConfigurationSetName | None
+    EventDestinationName: EventDestinationName | None
 
 
 class FromEmailAddressNotVerifiedException(ServiceException):
     code: str = "FromEmailAddressNotVerified"
     sender_fault: bool = True
     status_code: int = 400
-    FromEmailAddress: Optional[FromAddress]
+    FromEmailAddress: FromAddress | None
 
 
 class InvalidCloudWatchDestinationException(ServiceException):
     code: str = "InvalidCloudWatchDestination"
     sender_fault: bool = True
     status_code: int = 400
-    ConfigurationSetName: Optional[ConfigurationSetName]
-    EventDestinationName: Optional[EventDestinationName]
+    ConfigurationSetName: ConfigurationSetName | None
+    EventDestinationName: EventDestinationName | None
 
 
 class InvalidConfigurationSetException(ServiceException):
@@ -287,15 +287,15 @@ class InvalidFirehoseDestinationException(ServiceException):
     code: str = "InvalidFirehoseDestination"
     sender_fault: bool = True
     status_code: int = 400
-    ConfigurationSetName: Optional[ConfigurationSetName]
-    EventDestinationName: Optional[EventDestinationName]
+    ConfigurationSetName: ConfigurationSetName | None
+    EventDestinationName: EventDestinationName | None
 
 
 class InvalidLambdaFunctionException(ServiceException):
     code: str = "InvalidLambdaFunction"
     sender_fault: bool = True
     status_code: int = 400
-    FunctionArn: Optional[AmazonResourceName]
+    FunctionArn: AmazonResourceName | None
 
 
 class InvalidPolicyException(ServiceException):
@@ -308,36 +308,36 @@ class InvalidRenderingParameterException(ServiceException):
     code: str = "InvalidRenderingParameter"
     sender_fault: bool = True
     status_code: int = 400
-    TemplateName: Optional[TemplateName]
+    TemplateName: TemplateName | None
 
 
 class InvalidS3ConfigurationException(ServiceException):
     code: str = "InvalidS3Configuration"
     sender_fault: bool = True
     status_code: int = 400
-    Bucket: Optional[S3BucketName]
+    Bucket: S3BucketName | None
 
 
 class InvalidSNSDestinationException(ServiceException):
     code: str = "InvalidSNSDestination"
     sender_fault: bool = True
     status_code: int = 400
-    ConfigurationSetName: Optional[ConfigurationSetName]
-    EventDestinationName: Optional[EventDestinationName]
+    ConfigurationSetName: ConfigurationSetName | None
+    EventDestinationName: EventDestinationName | None
 
 
 class InvalidSnsTopicException(ServiceException):
     code: str = "InvalidSnsTopic"
     sender_fault: bool = True
     status_code: int = 400
-    Topic: Optional[AmazonResourceName]
+    Topic: AmazonResourceName | None
 
 
 class InvalidTemplateException(ServiceException):
     code: str = "InvalidTemplate"
     sender_fault: bool = True
     status_code: int = 400
-    TemplateName: Optional[TemplateName]
+    TemplateName: TemplateName | None
 
 
 class InvalidTrackingOptionsException(ServiceException):
@@ -368,7 +368,7 @@ class MissingRenderingAttributeException(ServiceException):
     code: str = "MissingRenderingAttribute"
     sender_fault: bool = True
     status_code: int = 400
-    TemplateName: Optional[TemplateName]
+    TemplateName: TemplateName | None
 
 
 class ProductionAccessNotGrantedException(ServiceException):
@@ -381,35 +381,35 @@ class RuleDoesNotExistException(ServiceException):
     code: str = "RuleDoesNotExist"
     sender_fault: bool = True
     status_code: int = 400
-    Name: Optional[RuleOrRuleSetName]
+    Name: RuleOrRuleSetName | None
 
 
 class RuleSetDoesNotExistException(ServiceException):
     code: str = "RuleSetDoesNotExist"
     sender_fault: bool = True
     status_code: int = 400
-    Name: Optional[RuleOrRuleSetName]
+    Name: RuleOrRuleSetName | None
 
 
 class TemplateDoesNotExistException(ServiceException):
     code: str = "TemplateDoesNotExist"
     sender_fault: bool = True
     status_code: int = 400
-    TemplateName: Optional[TemplateName]
+    TemplateName: TemplateName | None
 
 
 class TrackingOptionsAlreadyExistsException(ServiceException):
     code: str = "TrackingOptionsAlreadyExistsException"
     sender_fault: bool = True
     status_code: int = 400
-    ConfigurationSetName: Optional[ConfigurationSetName]
+    ConfigurationSetName: ConfigurationSetName | None
 
 
 class TrackingOptionsDoesNotExistException(ServiceException):
     code: str = "TrackingOptionsDoesNotExistException"
     sender_fault: bool = True
     status_code: int = 400
-    ConfigurationSetName: Optional[ConfigurationSetName]
+    ConfigurationSetName: ConfigurationSetName | None
 
 
 class AddHeaderAction(TypedDict, total=False):
@@ -417,24 +417,24 @@ class AddHeaderAction(TypedDict, total=False):
     HeaderValue: HeaderValue
 
 
-AddressList = List[Address]
+AddressList = list[Address]
 ArrivalDate = datetime
 
 
 class Content(TypedDict, total=False):
     Data: MessageData
-    Charset: Optional[Charset]
+    Charset: Charset | None
 
 
 class Body(TypedDict, total=False):
-    Text: Optional[Content]
-    Html: Optional[Content]
+    Text: Content | None
+    Html: Content | None
 
 
 class BounceAction(TypedDict, total=False):
-    TopicArn: Optional[AmazonResourceName]
+    TopicArn: AmazonResourceName | None
     SmtpReplyCode: BounceSmtpReplyCode
-    StatusCode: Optional[BounceStatusCode]
+    StatusCode: BounceStatusCode | None
     Message: BounceMessage
     Sender: Address
 
@@ -444,28 +444,28 @@ class ExtensionField(TypedDict, total=False):
     Value: ExtensionFieldValue
 
 
-ExtensionFieldList = List[ExtensionField]
+ExtensionFieldList = list[ExtensionField]
 LastAttemptDate = datetime
 
 
 class RecipientDsnFields(TypedDict, total=False):
-    FinalRecipient: Optional[Address]
+    FinalRecipient: Address | None
     Action: DsnAction
-    RemoteMta: Optional[RemoteMta]
+    RemoteMta: RemoteMta | None
     Status: DsnStatus
-    DiagnosticCode: Optional[DiagnosticCode]
-    LastAttemptDate: Optional[LastAttemptDate]
-    ExtensionFields: Optional[ExtensionFieldList]
+    DiagnosticCode: DiagnosticCode | None
+    LastAttemptDate: LastAttemptDate | None
+    ExtensionFields: ExtensionFieldList | None
 
 
 class BouncedRecipientInfo(TypedDict, total=False):
     Recipient: Address
-    RecipientArn: Optional[AmazonResourceName]
-    BounceType: Optional[BounceType]
-    RecipientDsnFields: Optional[RecipientDsnFields]
+    RecipientArn: AmazonResourceName | None
+    BounceType: BounceType | None
+    RecipientDsnFields: RecipientDsnFields | None
 
 
-BouncedRecipientInfoList = List[BouncedRecipientInfo]
+BouncedRecipientInfoList = list[BouncedRecipientInfo]
 
 
 class MessageTag(TypedDict, total=False):
@@ -473,31 +473,31 @@ class MessageTag(TypedDict, total=False):
     Value: MessageTagValue
 
 
-MessageTagList = List[MessageTag]
+MessageTagList = list[MessageTag]
 
 
 class Destination(TypedDict, total=False):
-    ToAddresses: Optional[AddressList]
-    CcAddresses: Optional[AddressList]
-    BccAddresses: Optional[AddressList]
+    ToAddresses: AddressList | None
+    CcAddresses: AddressList | None
+    BccAddresses: AddressList | None
 
 
 class BulkEmailDestination(TypedDict, total=False):
     Destination: Destination
-    ReplacementTags: Optional[MessageTagList]
-    ReplacementTemplateData: Optional[TemplateData]
+    ReplacementTags: MessageTagList | None
+    ReplacementTemplateData: TemplateData | None
 
 
-BulkEmailDestinationList = List[BulkEmailDestination]
+BulkEmailDestinationList = list[BulkEmailDestination]
 
 
 class BulkEmailDestinationStatus(TypedDict, total=False):
-    Status: Optional[BulkEmailStatus]
-    Error: Optional[Error]
-    MessageId: Optional[MessageId]
+    Status: BulkEmailStatus | None
+    Error: Error | None
+    MessageId: MessageId | None
 
 
-BulkEmailDestinationStatusList = List[BulkEmailDestinationStatus]
+BulkEmailDestinationStatusList = list[BulkEmailDestinationStatus]
 
 
 class CloneReceiptRuleSetRequest(ServiceRequest):
@@ -515,7 +515,7 @@ class CloudWatchDimensionConfiguration(TypedDict, total=False):
     DefaultDimensionValue: DefaultDimensionValue
 
 
-CloudWatchDimensionConfigurations = List[CloudWatchDimensionConfiguration]
+CloudWatchDimensionConfigurations = list[CloudWatchDimensionConfiguration]
 
 
 class CloudWatchDestination(TypedDict, total=False):
@@ -526,8 +526,8 @@ class ConfigurationSet(TypedDict, total=False):
     Name: ConfigurationSetName
 
 
-ConfigurationSetAttributeList = List[ConfigurationSetAttribute]
-ConfigurationSets = List[ConfigurationSet]
+ConfigurationSetAttributeList = list[ConfigurationSetAttribute]
+ConfigurationSets = list[ConfigurationSet]
 
 
 class ConnectAction(TypedDict, total=False):
@@ -547,16 +547,16 @@ class KinesisFirehoseDestination(TypedDict, total=False):
     DeliveryStreamARN: AmazonResourceName
 
 
-EventTypes = List[EventType]
+EventTypes = list[EventType]
 
 
 class EventDestination(TypedDict, total=False):
     Name: EventDestinationName
-    Enabled: Optional[Enabled]
+    Enabled: Enabled | None
     MatchingEventTypes: EventTypes
-    KinesisFirehoseDestination: Optional[KinesisFirehoseDestination]
-    CloudWatchDestination: Optional[CloudWatchDestination]
-    SNSDestination: Optional[SNSDestination]
+    KinesisFirehoseDestination: KinesisFirehoseDestination | None
+    CloudWatchDestination: CloudWatchDestination | None
+    SNSDestination: SNSDestination | None
 
 
 class CreateConfigurationSetEventDestinationRequest(ServiceRequest):
@@ -577,7 +577,7 @@ class CreateConfigurationSetResponse(TypedDict, total=False):
 
 
 class TrackingOptions(TypedDict, total=False):
-    CustomRedirectDomain: Optional[CustomRedirectDomain]
+    CustomRedirectDomain: CustomRedirectDomain | None
 
 
 class CreateConfigurationSetTrackingOptionsRequest(ServiceRequest):
@@ -618,60 +618,60 @@ class CreateReceiptFilterResponse(TypedDict, total=False):
 
 class SNSAction(TypedDict, total=False):
     TopicArn: AmazonResourceName
-    Encoding: Optional[SNSActionEncoding]
+    Encoding: SNSActionEncoding | None
 
 
 class StopAction(TypedDict, total=False):
     Scope: StopScope
-    TopicArn: Optional[AmazonResourceName]
+    TopicArn: AmazonResourceName | None
 
 
 class LambdaAction(TypedDict, total=False):
-    TopicArn: Optional[AmazonResourceName]
+    TopicArn: AmazonResourceName | None
     FunctionArn: AmazonResourceName
-    InvocationType: Optional[InvocationType]
+    InvocationType: InvocationType | None
 
 
 class WorkmailAction(TypedDict, total=False):
-    TopicArn: Optional[AmazonResourceName]
+    TopicArn: AmazonResourceName | None
     OrganizationArn: AmazonResourceName
 
 
 class S3Action(TypedDict, total=False):
-    TopicArn: Optional[AmazonResourceName]
+    TopicArn: AmazonResourceName | None
     BucketName: S3BucketName
-    ObjectKeyPrefix: Optional[S3KeyPrefix]
-    KmsKeyArn: Optional[AmazonResourceName]
-    IamRoleArn: Optional[IAMRoleARN]
+    ObjectKeyPrefix: S3KeyPrefix | None
+    KmsKeyArn: AmazonResourceName | None
+    IamRoleArn: IAMRoleARN | None
 
 
 class ReceiptAction(TypedDict, total=False):
-    S3Action: Optional[S3Action]
-    BounceAction: Optional[BounceAction]
-    WorkmailAction: Optional[WorkmailAction]
-    LambdaAction: Optional[LambdaAction]
-    StopAction: Optional[StopAction]
-    AddHeaderAction: Optional[AddHeaderAction]
-    SNSAction: Optional[SNSAction]
-    ConnectAction: Optional[ConnectAction]
+    S3Action: S3Action | None
+    BounceAction: BounceAction | None
+    WorkmailAction: WorkmailAction | None
+    LambdaAction: LambdaAction | None
+    StopAction: StopAction | None
+    AddHeaderAction: AddHeaderAction | None
+    SNSAction: SNSAction | None
+    ConnectAction: ConnectAction | None
 
 
-ReceiptActionsList = List[ReceiptAction]
-RecipientsList = List[Recipient]
+ReceiptActionsList = list[ReceiptAction]
+RecipientsList = list[Recipient]
 
 
 class ReceiptRule(TypedDict, total=False):
     Name: ReceiptRuleName
-    Enabled: Optional[Enabled]
-    TlsPolicy: Optional[TlsPolicy]
-    Recipients: Optional[RecipientsList]
-    Actions: Optional[ReceiptActionsList]
-    ScanEnabled: Optional[Enabled]
+    Enabled: Enabled | None
+    TlsPolicy: TlsPolicy | None
+    Recipients: RecipientsList | None
+    Actions: ReceiptActionsList | None
+    ScanEnabled: Enabled | None
 
 
 class CreateReceiptRuleRequest(ServiceRequest):
     RuleSetName: ReceiptRuleSetName
-    After: Optional[ReceiptRuleName]
+    After: ReceiptRuleName | None
     Rule: ReceiptRule
 
 
@@ -689,9 +689,9 @@ class CreateReceiptRuleSetResponse(TypedDict, total=False):
 
 class Template(TypedDict, total=False):
     TemplateName: TemplateName
-    SubjectPart: Optional[SubjectPart]
-    TextPart: Optional[TextPart]
-    HtmlPart: Optional[HtmlPart]
+    SubjectPart: SubjectPart | None
+    TextPart: TextPart | None
+    HtmlPart: HtmlPart | None
 
 
 class CreateTemplateRequest(ServiceRequest):
@@ -703,14 +703,14 @@ class CreateTemplateResponse(TypedDict, total=False):
 
 
 class CustomVerificationEmailTemplate(TypedDict, total=False):
-    TemplateName: Optional[TemplateName]
-    FromEmailAddress: Optional[FromAddress]
-    TemplateSubject: Optional[Subject]
-    SuccessRedirectionURL: Optional[SuccessRedirectionURL]
-    FailureRedirectionURL: Optional[FailureRedirectionURL]
+    TemplateName: TemplateName | None
+    FromEmailAddress: FromAddress | None
+    TemplateSubject: Subject | None
+    SuccessRedirectionURL: SuccessRedirectionURL | None
+    FailureRedirectionURL: FailureRedirectionURL | None
 
 
-CustomVerificationEmailTemplates = List[CustomVerificationEmailTemplate]
+CustomVerificationEmailTemplates = list[CustomVerificationEmailTemplate]
 
 
 class DeleteConfigurationSetEventDestinationRequest(ServiceRequest):
@@ -797,50 +797,50 @@ class DeleteVerifiedEmailAddressRequest(ServiceRequest):
 
 
 class DeliveryOptions(TypedDict, total=False):
-    TlsPolicy: Optional[TlsPolicy]
+    TlsPolicy: TlsPolicy | None
 
 
 class DescribeActiveReceiptRuleSetRequest(ServiceRequest):
     pass
 
 
-ReceiptRulesList = List[ReceiptRule]
+ReceiptRulesList = list[ReceiptRule]
 Timestamp = datetime
 
 
 class ReceiptRuleSetMetadata(TypedDict, total=False):
-    Name: Optional[ReceiptRuleSetName]
-    CreatedTimestamp: Optional[Timestamp]
+    Name: ReceiptRuleSetName | None
+    CreatedTimestamp: Timestamp | None
 
 
 class DescribeActiveReceiptRuleSetResponse(TypedDict, total=False):
-    Metadata: Optional[ReceiptRuleSetMetadata]
-    Rules: Optional[ReceiptRulesList]
+    Metadata: ReceiptRuleSetMetadata | None
+    Rules: ReceiptRulesList | None
 
 
 class DescribeConfigurationSetRequest(ServiceRequest):
     ConfigurationSetName: ConfigurationSetName
-    ConfigurationSetAttributeNames: Optional[ConfigurationSetAttributeList]
+    ConfigurationSetAttributeNames: ConfigurationSetAttributeList | None
 
 
 LastFreshStart = datetime
 
 
 class ReputationOptions(TypedDict, total=False):
-    SendingEnabled: Optional[Enabled]
-    ReputationMetricsEnabled: Optional[Enabled]
-    LastFreshStart: Optional[LastFreshStart]
+    SendingEnabled: Enabled | None
+    ReputationMetricsEnabled: Enabled | None
+    LastFreshStart: LastFreshStart | None
 
 
-EventDestinations = List[EventDestination]
+EventDestinations = list[EventDestination]
 
 
 class DescribeConfigurationSetResponse(TypedDict, total=False):
-    ConfigurationSet: Optional[ConfigurationSet]
-    EventDestinations: Optional[EventDestinations]
-    TrackingOptions: Optional[TrackingOptions]
-    DeliveryOptions: Optional[DeliveryOptions]
-    ReputationOptions: Optional[ReputationOptions]
+    ConfigurationSet: ConfigurationSet | None
+    EventDestinations: EventDestinations | None
+    TrackingOptions: TrackingOptions | None
+    DeliveryOptions: DeliveryOptions | None
+    ReputationOptions: ReputationOptions | None
 
 
 class DescribeReceiptRuleRequest(ServiceRequest):
@@ -849,7 +849,7 @@ class DescribeReceiptRuleRequest(ServiceRequest):
 
 
 class DescribeReceiptRuleResponse(TypedDict, total=False):
-    Rule: Optional[ReceiptRule]
+    Rule: ReceiptRule | None
 
 
 class DescribeReceiptRuleSetRequest(ServiceRequest):
@@ -857,24 +857,24 @@ class DescribeReceiptRuleSetRequest(ServiceRequest):
 
 
 class DescribeReceiptRuleSetResponse(TypedDict, total=False):
-    Metadata: Optional[ReceiptRuleSetMetadata]
-    Rules: Optional[ReceiptRulesList]
+    Metadata: ReceiptRuleSetMetadata | None
+    Rules: ReceiptRulesList | None
 
 
-VerificationTokenList = List[VerificationToken]
+VerificationTokenList = list[VerificationToken]
 
 
 class IdentityDkimAttributes(TypedDict, total=False):
     DkimEnabled: Enabled
     DkimVerificationStatus: VerificationStatus
-    DkimTokens: Optional[VerificationTokenList]
+    DkimTokens: VerificationTokenList | None
 
 
-DkimAttributes = Dict[Identity, IdentityDkimAttributes]
+DkimAttributes = dict[Identity, IdentityDkimAttributes]
 
 
 class GetAccountSendingEnabledResponse(TypedDict, total=False):
-    Enabled: Optional[Enabled]
+    Enabled: Enabled | None
 
 
 class GetCustomVerificationEmailTemplateRequest(ServiceRequest):
@@ -882,15 +882,15 @@ class GetCustomVerificationEmailTemplateRequest(ServiceRequest):
 
 
 class GetCustomVerificationEmailTemplateResponse(TypedDict, total=False):
-    TemplateName: Optional[TemplateName]
-    FromEmailAddress: Optional[FromAddress]
-    TemplateSubject: Optional[Subject]
-    TemplateContent: Optional[TemplateContent]
-    SuccessRedirectionURL: Optional[SuccessRedirectionURL]
-    FailureRedirectionURL: Optional[FailureRedirectionURL]
+    TemplateName: TemplateName | None
+    FromEmailAddress: FromAddress | None
+    TemplateSubject: Subject | None
+    TemplateContent: TemplateContent | None
+    SuccessRedirectionURL: SuccessRedirectionURL | None
+    FailureRedirectionURL: FailureRedirectionURL | None
 
 
-IdentityList = List[Identity]
+IdentityList = list[Identity]
 
 
 class GetIdentityDkimAttributesRequest(ServiceRequest):
@@ -911,7 +911,7 @@ class IdentityMailFromDomainAttributes(TypedDict, total=False):
     BehaviorOnMXFailure: BehaviorOnMXFailure
 
 
-MailFromDomainAttributes = Dict[Identity, IdentityMailFromDomainAttributes]
+MailFromDomainAttributes = dict[Identity, IdentityMailFromDomainAttributes]
 
 
 class GetIdentityMailFromDomainAttributesResponse(TypedDict, total=False):
@@ -927,19 +927,19 @@ class IdentityNotificationAttributes(TypedDict, total=False):
     ComplaintTopic: NotificationTopic
     DeliveryTopic: NotificationTopic
     ForwardingEnabled: Enabled
-    HeadersInBounceNotificationsEnabled: Optional[Enabled]
-    HeadersInComplaintNotificationsEnabled: Optional[Enabled]
-    HeadersInDeliveryNotificationsEnabled: Optional[Enabled]
+    HeadersInBounceNotificationsEnabled: Enabled | None
+    HeadersInComplaintNotificationsEnabled: Enabled | None
+    HeadersInDeliveryNotificationsEnabled: Enabled | None
 
 
-NotificationAttributes = Dict[Identity, IdentityNotificationAttributes]
+NotificationAttributes = dict[Identity, IdentityNotificationAttributes]
 
 
 class GetIdentityNotificationAttributesResponse(TypedDict, total=False):
     NotificationAttributes: NotificationAttributes
 
 
-PolicyNameList = List[PolicyName]
+PolicyNameList = list[PolicyName]
 
 
 class GetIdentityPoliciesRequest(ServiceRequest):
@@ -947,7 +947,7 @@ class GetIdentityPoliciesRequest(ServiceRequest):
     PolicyNames: PolicyNameList
 
 
-PolicyMap = Dict[PolicyName, Policy]
+PolicyMap = dict[PolicyName, Policy]
 
 
 class GetIdentityPoliciesResponse(TypedDict, total=False):
@@ -960,10 +960,10 @@ class GetIdentityVerificationAttributesRequest(ServiceRequest):
 
 class IdentityVerificationAttributes(TypedDict, total=False):
     VerificationStatus: VerificationStatus
-    VerificationToken: Optional[VerificationToken]
+    VerificationToken: VerificationToken | None
 
 
-VerificationAttributes = Dict[Identity, IdentityVerificationAttributes]
+VerificationAttributes = dict[Identity, IdentityVerificationAttributes]
 
 
 class GetIdentityVerificationAttributesResponse(TypedDict, total=False):
@@ -971,24 +971,24 @@ class GetIdentityVerificationAttributesResponse(TypedDict, total=False):
 
 
 class GetSendQuotaResponse(TypedDict, total=False):
-    Max24HourSend: Optional[Max24HourSend]
-    MaxSendRate: Optional[MaxSendRate]
-    SentLast24Hours: Optional[SentLast24Hours]
+    Max24HourSend: Max24HourSend | None
+    MaxSendRate: MaxSendRate | None
+    SentLast24Hours: SentLast24Hours | None
 
 
 class SendDataPoint(TypedDict, total=False):
-    Timestamp: Optional[Timestamp]
-    DeliveryAttempts: Optional[Counter]
-    Bounces: Optional[Counter]
-    Complaints: Optional[Counter]
-    Rejects: Optional[Counter]
+    Timestamp: Timestamp | None
+    DeliveryAttempts: Counter | None
+    Bounces: Counter | None
+    Complaints: Counter | None
+    Rejects: Counter | None
 
 
-SendDataPointList = List[SendDataPoint]
+SendDataPointList = list[SendDataPoint]
 
 
 class GetSendStatisticsResponse(TypedDict, total=False):
-    SendDataPoints: Optional[SendDataPointList]
+    SendDataPoints: SendDataPointList | None
 
 
 class GetTemplateRequest(ServiceRequest):
@@ -996,38 +996,38 @@ class GetTemplateRequest(ServiceRequest):
 
 
 class GetTemplateResponse(TypedDict, total=False):
-    Template: Optional[Template]
+    Template: Template | None
 
 
 class ListConfigurationSetsRequest(ServiceRequest):
-    NextToken: Optional[NextToken]
-    MaxItems: Optional[MaxItems]
+    NextToken: NextToken | None
+    MaxItems: MaxItems | None
 
 
 class ListConfigurationSetsResponse(TypedDict, total=False):
-    ConfigurationSets: Optional[ConfigurationSets]
-    NextToken: Optional[NextToken]
+    ConfigurationSets: ConfigurationSets | None
+    NextToken: NextToken | None
 
 
 class ListCustomVerificationEmailTemplatesRequest(ServiceRequest):
-    NextToken: Optional[NextToken]
-    MaxResults: Optional[MaxResults]
+    NextToken: NextToken | None
+    MaxResults: MaxResults | None
 
 
 class ListCustomVerificationEmailTemplatesResponse(TypedDict, total=False):
-    CustomVerificationEmailTemplates: Optional[CustomVerificationEmailTemplates]
-    NextToken: Optional[NextToken]
+    CustomVerificationEmailTemplates: CustomVerificationEmailTemplates | None
+    NextToken: NextToken | None
 
 
 class ListIdentitiesRequest(ServiceRequest):
-    IdentityType: Optional[IdentityType]
-    NextToken: Optional[NextToken]
-    MaxItems: Optional[MaxItems]
+    IdentityType: IdentityType | None
+    NextToken: NextToken | None
+    MaxItems: MaxItems | None
 
 
 class ListIdentitiesResponse(TypedDict, total=False):
     Identities: IdentityList
-    NextToken: Optional[NextToken]
+    NextToken: NextToken | None
 
 
 class ListIdentityPoliciesRequest(ServiceRequest):
@@ -1042,45 +1042,45 @@ class ListReceiptFiltersRequest(ServiceRequest):
     pass
 
 
-ReceiptFilterList = List[ReceiptFilter]
+ReceiptFilterList = list[ReceiptFilter]
 
 
 class ListReceiptFiltersResponse(TypedDict, total=False):
-    Filters: Optional[ReceiptFilterList]
+    Filters: ReceiptFilterList | None
 
 
 class ListReceiptRuleSetsRequest(ServiceRequest):
-    NextToken: Optional[NextToken]
+    NextToken: NextToken | None
 
 
-ReceiptRuleSetsLists = List[ReceiptRuleSetMetadata]
+ReceiptRuleSetsLists = list[ReceiptRuleSetMetadata]
 
 
 class ListReceiptRuleSetsResponse(TypedDict, total=False):
-    RuleSets: Optional[ReceiptRuleSetsLists]
-    NextToken: Optional[NextToken]
+    RuleSets: ReceiptRuleSetsLists | None
+    NextToken: NextToken | None
 
 
 class ListTemplatesRequest(ServiceRequest):
-    NextToken: Optional[NextToken]
-    MaxItems: Optional[MaxItems]
+    NextToken: NextToken | None
+    MaxItems: MaxItems | None
 
 
 class TemplateMetadata(TypedDict, total=False):
-    Name: Optional[TemplateName]
-    CreatedTimestamp: Optional[Timestamp]
+    Name: TemplateName | None
+    CreatedTimestamp: Timestamp | None
 
 
-TemplateMetadataList = List[TemplateMetadata]
+TemplateMetadataList = list[TemplateMetadata]
 
 
 class ListTemplatesResponse(TypedDict, total=False):
-    TemplatesMetadata: Optional[TemplateMetadataList]
-    NextToken: Optional[NextToken]
+    TemplatesMetadata: TemplateMetadataList | None
+    NextToken: NextToken | None
 
 
 class ListVerifiedEmailAddressesResponse(TypedDict, total=False):
-    VerifiedEmailAddresses: Optional[AddressList]
+    VerifiedEmailAddresses: AddressList | None
 
 
 class Message(TypedDict, total=False):
@@ -1090,13 +1090,13 @@ class Message(TypedDict, total=False):
 
 class MessageDsn(TypedDict, total=False):
     ReportingMta: ReportingMta
-    ArrivalDate: Optional[ArrivalDate]
-    ExtensionFields: Optional[ExtensionFieldList]
+    ArrivalDate: ArrivalDate | None
+    ExtensionFields: ExtensionFieldList | None
 
 
 class PutConfigurationSetDeliveryOptionsRequest(ServiceRequest):
     ConfigurationSetName: ConfigurationSetName
-    DeliveryOptions: Optional[DeliveryOptions]
+    DeliveryOptions: DeliveryOptions | None
 
 
 class PutConfigurationSetDeliveryOptionsResponse(TypedDict, total=False):
@@ -1120,7 +1120,7 @@ class RawMessage(TypedDict, total=False):
     Data: RawMessageData
 
 
-ReceiptRuleNamesList = List[ReceiptRuleName]
+ReceiptRuleNamesList = list[ReceiptRuleName]
 
 
 class ReorderReceiptRuleSetRequest(ServiceRequest):
@@ -1135,26 +1135,26 @@ class ReorderReceiptRuleSetResponse(TypedDict, total=False):
 class SendBounceRequest(ServiceRequest):
     OriginalMessageId: MessageId
     BounceSender: Address
-    Explanation: Optional[Explanation]
-    MessageDsn: Optional[MessageDsn]
+    Explanation: Explanation | None
+    MessageDsn: MessageDsn | None
     BouncedRecipientInfoList: BouncedRecipientInfoList
-    BounceSenderArn: Optional[AmazonResourceName]
+    BounceSenderArn: AmazonResourceName | None
 
 
 class SendBounceResponse(TypedDict, total=False):
-    MessageId: Optional[MessageId]
+    MessageId: MessageId | None
 
 
 class SendBulkTemplatedEmailRequest(ServiceRequest):
     Source: Address
-    SourceArn: Optional[AmazonResourceName]
-    ReplyToAddresses: Optional[AddressList]
-    ReturnPath: Optional[Address]
-    ReturnPathArn: Optional[AmazonResourceName]
-    ConfigurationSetName: Optional[ConfigurationSetName]
-    DefaultTags: Optional[MessageTagList]
+    SourceArn: AmazonResourceName | None
+    ReplyToAddresses: AddressList | None
+    ReturnPath: Address | None
+    ReturnPathArn: AmazonResourceName | None
+    ConfigurationSetName: ConfigurationSetName | None
+    DefaultTags: MessageTagList | None
     Template: TemplateName
-    TemplateArn: Optional[AmazonResourceName]
+    TemplateArn: AmazonResourceName | None
     DefaultTemplateData: TemplateData
     Destinations: BulkEmailDestinationList
 
@@ -1166,23 +1166,23 @@ class SendBulkTemplatedEmailResponse(TypedDict, total=False):
 class SendCustomVerificationEmailRequest(ServiceRequest):
     EmailAddress: Address
     TemplateName: TemplateName
-    ConfigurationSetName: Optional[ConfigurationSetName]
+    ConfigurationSetName: ConfigurationSetName | None
 
 
 class SendCustomVerificationEmailResponse(TypedDict, total=False):
-    MessageId: Optional[MessageId]
+    MessageId: MessageId | None
 
 
 class SendEmailRequest(ServiceRequest):
     Source: Address
     Destination: Destination
     Message: Message
-    ReplyToAddresses: Optional[AddressList]
-    ReturnPath: Optional[Address]
-    SourceArn: Optional[AmazonResourceName]
-    ReturnPathArn: Optional[AmazonResourceName]
-    Tags: Optional[MessageTagList]
-    ConfigurationSetName: Optional[ConfigurationSetName]
+    ReplyToAddresses: AddressList | None
+    ReturnPath: Address | None
+    SourceArn: AmazonResourceName | None
+    ReturnPathArn: AmazonResourceName | None
+    Tags: MessageTagList | None
+    ConfigurationSetName: ConfigurationSetName | None
 
 
 class SendEmailResponse(TypedDict, total=False):
@@ -1190,14 +1190,14 @@ class SendEmailResponse(TypedDict, total=False):
 
 
 class SendRawEmailRequest(ServiceRequest):
-    Source: Optional[Address]
-    Destinations: Optional[AddressList]
+    Source: Address | None
+    Destinations: AddressList | None
     RawMessage: RawMessage
-    FromArn: Optional[AmazonResourceName]
-    SourceArn: Optional[AmazonResourceName]
-    ReturnPathArn: Optional[AmazonResourceName]
-    Tags: Optional[MessageTagList]
-    ConfigurationSetName: Optional[ConfigurationSetName]
+    FromArn: AmazonResourceName | None
+    SourceArn: AmazonResourceName | None
+    ReturnPathArn: AmazonResourceName | None
+    Tags: MessageTagList | None
+    ConfigurationSetName: ConfigurationSetName | None
 
 
 class SendRawEmailResponse(TypedDict, total=False):
@@ -1207,14 +1207,14 @@ class SendRawEmailResponse(TypedDict, total=False):
 class SendTemplatedEmailRequest(ServiceRequest):
     Source: Address
     Destination: Destination
-    ReplyToAddresses: Optional[AddressList]
-    ReturnPath: Optional[Address]
-    SourceArn: Optional[AmazonResourceName]
-    ReturnPathArn: Optional[AmazonResourceName]
-    Tags: Optional[MessageTagList]
-    ConfigurationSetName: Optional[ConfigurationSetName]
+    ReplyToAddresses: AddressList | None
+    ReturnPath: Address | None
+    SourceArn: AmazonResourceName | None
+    ReturnPathArn: AmazonResourceName | None
+    Tags: MessageTagList | None
+    ConfigurationSetName: ConfigurationSetName | None
     Template: TemplateName
-    TemplateArn: Optional[AmazonResourceName]
+    TemplateArn: AmazonResourceName | None
     TemplateData: TemplateData
 
 
@@ -1223,7 +1223,7 @@ class SendTemplatedEmailResponse(TypedDict, total=False):
 
 
 class SetActiveReceiptRuleSetRequest(ServiceRequest):
-    RuleSetName: Optional[ReceiptRuleSetName]
+    RuleSetName: ReceiptRuleSetName | None
 
 
 class SetActiveReceiptRuleSetResponse(TypedDict, total=False):
@@ -1260,8 +1260,8 @@ class SetIdentityHeadersInNotificationsEnabledResponse(TypedDict, total=False):
 
 class SetIdentityMailFromDomainRequest(ServiceRequest):
     Identity: Identity
-    MailFromDomain: Optional[MailFromDomainName]
-    BehaviorOnMXFailure: Optional[BehaviorOnMXFailure]
+    MailFromDomain: MailFromDomainName | None
+    BehaviorOnMXFailure: BehaviorOnMXFailure | None
 
 
 class SetIdentityMailFromDomainResponse(TypedDict, total=False):
@@ -1271,7 +1271,7 @@ class SetIdentityMailFromDomainResponse(TypedDict, total=False):
 class SetIdentityNotificationTopicRequest(ServiceRequest):
     Identity: Identity
     NotificationType: NotificationType
-    SnsTopic: Optional[NotificationTopic]
+    SnsTopic: NotificationTopic | None
 
 
 class SetIdentityNotificationTopicResponse(TypedDict, total=False):
@@ -1281,7 +1281,7 @@ class SetIdentityNotificationTopicResponse(TypedDict, total=False):
 class SetReceiptRulePositionRequest(ServiceRequest):
     RuleSetName: ReceiptRuleSetName
     RuleName: ReceiptRuleName
-    After: Optional[ReceiptRuleName]
+    After: ReceiptRuleName | None
 
 
 class SetReceiptRulePositionResponse(TypedDict, total=False):
@@ -1294,11 +1294,11 @@ class TestRenderTemplateRequest(ServiceRequest):
 
 
 class TestRenderTemplateResponse(TypedDict, total=False):
-    RenderedTemplate: Optional[RenderedTemplate]
+    RenderedTemplate: RenderedTemplate | None
 
 
 class UpdateAccountSendingEnabledRequest(ServiceRequest):
-    Enabled: Optional[Enabled]
+    Enabled: Enabled | None
 
 
 class UpdateConfigurationSetEventDestinationRequest(ServiceRequest):
@@ -1331,11 +1331,11 @@ class UpdateConfigurationSetTrackingOptionsResponse(TypedDict, total=False):
 
 class UpdateCustomVerificationEmailTemplateRequest(ServiceRequest):
     TemplateName: TemplateName
-    FromEmailAddress: Optional[FromAddress]
-    TemplateSubject: Optional[Subject]
-    TemplateContent: Optional[TemplateContent]
-    SuccessRedirectionURL: Optional[SuccessRedirectionURL]
-    FailureRedirectionURL: Optional[FailureRedirectionURL]
+    FromEmailAddress: FromAddress | None
+    TemplateSubject: Subject | None
+    TemplateContent: TemplateContent | None
+    SuccessRedirectionURL: SuccessRedirectionURL | None
+    FailureRedirectionURL: FailureRedirectionURL | None
 
 
 class UpdateReceiptRuleRequest(ServiceRequest):
@@ -1384,8 +1384,8 @@ class VerifyEmailIdentityResponse(TypedDict, total=False):
 
 
 class SesApi:
-    service = "ses"
-    version = "2010-12-01"
+    service: str = "ses"
+    version: str = "2010-12-01"
 
     @handler("CloneReceiptRuleSet")
     def clone_receipt_rule_set(
diff --git a/localstack-core/localstack/aws/api/sns/__init__.py b/localstack-core/localstack/aws/api/sns/__init__.py
index df5f5618138b5..d09e8f8259848 100644
--- a/localstack-core/localstack/aws/api/sns/__init__.py
+++ b/localstack-core/localstack/aws/api/sns/__init__.py
@@ -1,6 +1,6 @@
 from datetime import datetime
 from enum import StrEnum
-from typing import Dict, List, Optional, TypedDict
+from typing import TypedDict
 
 from localstack.aws.api import RequestContext, ServiceException, ServiceRequest, handler
 
@@ -274,8 +274,8 @@ class VerificationException(ServiceException):
     Status: string
 
 
-ActionsList = List[action]
-DelegatesList = List[delegate]
+ActionsList = list[action]
+DelegatesList = list[delegate]
 
 
 class AddPermissionInput(ServiceRequest):
@@ -288,11 +288,11 @@ class AddPermissionInput(ServiceRequest):
 class BatchResultErrorEntry(TypedDict, total=False):
     Id: String
     Code: String
-    Message: Optional[String]
+    Message: String | None
     SenderFault: boolean
 
 
-BatchResultErrorEntryList = List[BatchResultErrorEntry]
+BatchResultErrorEntryList = list[BatchResultErrorEntry]
 Binary = bytes
 
 
@@ -301,24 +301,24 @@ class CheckIfPhoneNumberIsOptedOutInput(ServiceRequest):
 
 
 class CheckIfPhoneNumberIsOptedOutResponse(TypedDict, total=False):
-    isOptedOut: Optional[boolean]
+    isOptedOut: boolean | None
 
 
 class ConfirmSubscriptionInput(ServiceRequest):
     TopicArn: topicARN
     Token: token
-    AuthenticateOnUnsubscribe: Optional[authenticateOnUnsubscribe]
+    AuthenticateOnUnsubscribe: authenticateOnUnsubscribe | None
 
 
 class ConfirmSubscriptionResponse(TypedDict, total=False):
-    SubscriptionArn: Optional[subscriptionARN]
+    SubscriptionArn: subscriptionARN | None
 
 
 class CreateEndpointResponse(TypedDict, total=False):
-    EndpointArn: Optional[String]
+    EndpointArn: String | None
 
 
-MapStringToString = Dict[String, String]
+MapStringToString = dict[String, String]
 
 
 class CreatePlatformApplicationInput(ServiceRequest):
@@ -328,19 +328,19 @@ class CreatePlatformApplicationInput(ServiceRequest):
 
 
 class CreatePlatformApplicationResponse(TypedDict, total=False):
-    PlatformApplicationArn: Optional[String]
+    PlatformApplicationArn: String | None
 
 
 class CreatePlatformEndpointInput(ServiceRequest):
     PlatformApplicationArn: String
     Token: String
-    CustomUserData: Optional[String]
-    Attributes: Optional[MapStringToString]
+    CustomUserData: String | None
+    Attributes: MapStringToString | None
 
 
 class CreateSMSSandboxPhoneNumberInput(ServiceRequest):
     PhoneNumber: PhoneNumberString
-    LanguageCode: Optional[LanguageCodeString]
+    LanguageCode: LanguageCodeString | None
 
 
 class CreateSMSSandboxPhoneNumberResult(TypedDict, total=False):
@@ -352,19 +352,19 @@ class Tag(TypedDict, total=False):
     Value: TagValue
 
 
-TagList = List[Tag]
-TopicAttributesMap = Dict[attributeName, attributeValue]
+TagList = list[Tag]
+TopicAttributesMap = dict[attributeName, attributeValue]
 
 
 class CreateTopicInput(ServiceRequest):
     Name: topicName
-    Attributes: Optional[TopicAttributesMap]
-    Tags: Optional[TagList]
-    DataProtectionPolicy: Optional[attributeValue]
+    Attributes: TopicAttributesMap | None
+    Tags: TagList | None
+    DataProtectionPolicy: attributeValue | None
 
 
 class CreateTopicResponse(TypedDict, total=False):
-    TopicArn: Optional[topicARN]
+    TopicArn: topicARN | None
 
 
 class DeleteEndpointInput(ServiceRequest):
@@ -388,8 +388,8 @@ class DeleteTopicInput(ServiceRequest):
 
 
 class Endpoint(TypedDict, total=False):
-    EndpointArn: Optional[String]
-    Attributes: Optional[MapStringToString]
+    EndpointArn: String | None
+    Attributes: MapStringToString | None
 
 
 class GetDataProtectionPolicyInput(ServiceRequest):
@@ -397,7 +397,7 @@ class GetDataProtectionPolicyInput(ServiceRequest):
 
 
 class GetDataProtectionPolicyResponse(TypedDict, total=False):
-    DataProtectionPolicy: Optional[attributeValue]
+    DataProtectionPolicy: attributeValue | None
 
 
 class GetEndpointAttributesInput(ServiceRequest):
@@ -405,7 +405,7 @@ class GetEndpointAttributesInput(ServiceRequest):
 
 
 class GetEndpointAttributesResponse(TypedDict, total=False):
-    Attributes: Optional[MapStringToString]
+    Attributes: MapStringToString | None
 
 
 class GetPlatformApplicationAttributesInput(ServiceRequest):
@@ -413,18 +413,18 @@ class GetPlatformApplicationAttributesInput(ServiceRequest):
 
 
 class GetPlatformApplicationAttributesResponse(TypedDict, total=False):
-    Attributes: Optional[MapStringToString]
+    Attributes: MapStringToString | None
 
 
-ListString = List[String]
+ListString = list[String]
 
 
 class GetSMSAttributesInput(ServiceRequest):
-    attributes: Optional[ListString]
+    attributes: ListString | None
 
 
 class GetSMSAttributesResponse(TypedDict, total=False):
-    attributes: Optional[MapStringToString]
+    attributes: MapStringToString | None
 
 
 class GetSMSSandboxAccountStatusInput(ServiceRequest):
@@ -439,11 +439,11 @@ class GetSubscriptionAttributesInput(ServiceRequest):
     SubscriptionArn: subscriptionARN
 
 
-SubscriptionAttributesMap = Dict[attributeName, attributeValue]
+SubscriptionAttributesMap = dict[attributeName, attributeValue]
 
 
 class GetSubscriptionAttributesResponse(TypedDict, total=False):
-    Attributes: Optional[SubscriptionAttributesMap]
+    Attributes: SubscriptionAttributesMap | None
 
 
 class GetTopicAttributesInput(ServiceRequest):
@@ -451,123 +451,123 @@ class GetTopicAttributesInput(ServiceRequest):
 
 
 class GetTopicAttributesResponse(TypedDict, total=False):
-    Attributes: Optional[TopicAttributesMap]
+    Attributes: TopicAttributesMap | None
 
 
 class ListEndpointsByPlatformApplicationInput(ServiceRequest):
     PlatformApplicationArn: String
-    NextToken: Optional[String]
+    NextToken: String | None
 
 
-ListOfEndpoints = List[Endpoint]
+ListOfEndpoints = list[Endpoint]
 
 
 class ListEndpointsByPlatformApplicationResponse(TypedDict, total=False):
-    Endpoints: Optional[ListOfEndpoints]
-    NextToken: Optional[String]
+    Endpoints: ListOfEndpoints | None
+    NextToken: String | None
 
 
 class PlatformApplication(TypedDict, total=False):
-    PlatformApplicationArn: Optional[String]
-    Attributes: Optional[MapStringToString]
+    PlatformApplicationArn: String | None
+    Attributes: MapStringToString | None
 
 
-ListOfPlatformApplications = List[PlatformApplication]
+ListOfPlatformApplications = list[PlatformApplication]
 
 
 class ListOriginationNumbersRequest(ServiceRequest):
-    NextToken: Optional[nextToken]
-    MaxResults: Optional[MaxItemsListOriginationNumbers]
+    NextToken: nextToken | None
+    MaxResults: MaxItemsListOriginationNumbers | None
 
 
-NumberCapabilityList = List[NumberCapability]
+NumberCapabilityList = list[NumberCapability]
 Timestamp = datetime
 
 
 class PhoneNumberInformation(TypedDict, total=False):
-    CreatedAt: Optional[Timestamp]
-    PhoneNumber: Optional[PhoneNumber]
-    Status: Optional[String]
-    Iso2CountryCode: Optional[Iso2CountryCode]
-    RouteType: Optional[RouteType]
-    NumberCapabilities: Optional[NumberCapabilityList]
+    CreatedAt: Timestamp | None
+    PhoneNumber: PhoneNumber | None
+    Status: String | None
+    Iso2CountryCode: Iso2CountryCode | None
+    RouteType: RouteType | None
+    NumberCapabilities: NumberCapabilityList | None
 
 
-PhoneNumberInformationList = List[PhoneNumberInformation]
+PhoneNumberInformationList = list[PhoneNumberInformation]
 
 
 class ListOriginationNumbersResult(TypedDict, total=False):
-    NextToken: Optional[nextToken]
-    PhoneNumbers: Optional[PhoneNumberInformationList]
+    NextToken: nextToken | None
+    PhoneNumbers: PhoneNumberInformationList | None
 
 
 class ListPhoneNumbersOptedOutInput(ServiceRequest):
-    nextToken: Optional[string]
+    nextToken: string | None
 
 
-PhoneNumberList = List[PhoneNumber]
+PhoneNumberList = list[PhoneNumber]
 
 
 class ListPhoneNumbersOptedOutResponse(TypedDict, total=False):
-    phoneNumbers: Optional[PhoneNumberList]
-    nextToken: Optional[string]
+    phoneNumbers: PhoneNumberList | None
+    nextToken: string | None
 
 
 class ListPlatformApplicationsInput(ServiceRequest):
-    NextToken: Optional[String]
+    NextToken: String | None
 
 
 class ListPlatformApplicationsResponse(TypedDict, total=False):
-    PlatformApplications: Optional[ListOfPlatformApplications]
-    NextToken: Optional[String]
+    PlatformApplications: ListOfPlatformApplications | None
+    NextToken: String | None
 
 
 class ListSMSSandboxPhoneNumbersInput(ServiceRequest):
-    NextToken: Optional[nextToken]
-    MaxResults: Optional[MaxItems]
+    NextToken: nextToken | None
+    MaxResults: MaxItems | None
 
 
 class SMSSandboxPhoneNumber(TypedDict, total=False):
-    PhoneNumber: Optional[PhoneNumberString]
-    Status: Optional[SMSSandboxPhoneNumberVerificationStatus]
+    PhoneNumber: PhoneNumberString | None
+    Status: SMSSandboxPhoneNumberVerificationStatus | None
 
 
-SMSSandboxPhoneNumberList = List[SMSSandboxPhoneNumber]
+SMSSandboxPhoneNumberList = list[SMSSandboxPhoneNumber]
 
 
 class ListSMSSandboxPhoneNumbersResult(TypedDict, total=False):
     PhoneNumbers: SMSSandboxPhoneNumberList
-    NextToken: Optional[string]
+    NextToken: string | None
 
 
 class ListSubscriptionsByTopicInput(ServiceRequest):
     TopicArn: topicARN
-    NextToken: Optional[nextToken]
+    NextToken: nextToken | None
 
 
 class Subscription(TypedDict, total=False):
-    SubscriptionArn: Optional[subscriptionARN]
-    Owner: Optional[account]
-    Protocol: Optional[protocol]
-    Endpoint: Optional[endpoint]
-    TopicArn: Optional[topicARN]
+    SubscriptionArn: subscriptionARN | None
+    Owner: account | None
+    Protocol: protocol | None
+    Endpoint: endpoint | None
+    TopicArn: topicARN | None
 
 
-SubscriptionsList = List[Subscription]
+SubscriptionsList = list[Subscription]
 
 
 class ListSubscriptionsByTopicResponse(TypedDict, total=False):
-    Subscriptions: Optional[SubscriptionsList]
-    NextToken: Optional[nextToken]
+    Subscriptions: SubscriptionsList | None
+    NextToken: nextToken | None
 
 
 class ListSubscriptionsInput(ServiceRequest):
-    NextToken: Optional[nextToken]
+    NextToken: nextToken | None
 
 
 class ListSubscriptionsResponse(TypedDict, total=False):
-    Subscriptions: Optional[SubscriptionsList]
-    NextToken: Optional[nextToken]
+    Subscriptions: SubscriptionsList | None
+    NextToken: nextToken | None
 
 
 class ListTagsForResourceRequest(ServiceRequest):
@@ -575,32 +575,32 @@ class ListTagsForResourceRequest(ServiceRequest):
 
 
 class ListTagsForResourceResponse(TypedDict, total=False):
-    Tags: Optional[TagList]
+    Tags: TagList | None
 
 
 class ListTopicsInput(ServiceRequest):
-    NextToken: Optional[nextToken]
+    NextToken: nextToken | None
 
 
 class Topic(TypedDict, total=False):
-    TopicArn: Optional[topicARN]
+    TopicArn: topicARN | None
 
 
-TopicsList = List[Topic]
+TopicsList = list[Topic]
 
 
 class ListTopicsResponse(TypedDict, total=False):
-    Topics: Optional[TopicsList]
-    NextToken: Optional[nextToken]
+    Topics: TopicsList | None
+    NextToken: nextToken | None
 
 
 class MessageAttributeValue(TypedDict, total=False):
     DataType: String
-    StringValue: Optional[String]
-    BinaryValue: Optional[Binary]
+    StringValue: String | None
+    BinaryValue: Binary | None
 
 
-MessageAttributeMap = Dict[String, MessageAttributeValue]
+MessageAttributeMap = dict[String, MessageAttributeValue]
 
 
 class OptInPhoneNumberInput(ServiceRequest):
@@ -614,14 +614,14 @@ class OptInPhoneNumberResponse(TypedDict, total=False):
 class PublishBatchRequestEntry(TypedDict, total=False):
     Id: String
     Message: message
-    Subject: Optional[subject]
-    MessageStructure: Optional[messageStructure]
-    MessageAttributes: Optional[MessageAttributeMap]
-    MessageDeduplicationId: Optional[String]
-    MessageGroupId: Optional[String]
+    Subject: subject | None
+    MessageStructure: messageStructure | None
+    MessageAttributes: MessageAttributeMap | None
+    MessageDeduplicationId: String | None
+    MessageGroupId: String | None
 
 
-PublishBatchRequestEntryList = List[PublishBatchRequestEntry]
+PublishBatchRequestEntryList = list[PublishBatchRequestEntry]
 
 
 class PublishBatchInput(ServiceRequest):
@@ -630,34 +630,34 @@ class PublishBatchInput(ServiceRequest):
 
 
 class PublishBatchResultEntry(TypedDict, total=False):
-    Id: Optional[String]
-    MessageId: Optional[messageId]
-    SequenceNumber: Optional[String]
+    Id: String | None
+    MessageId: messageId | None
+    SequenceNumber: String | None
 
 
-PublishBatchResultEntryList = List[PublishBatchResultEntry]
+PublishBatchResultEntryList = list[PublishBatchResultEntry]
 
 
 class PublishBatchResponse(TypedDict, total=False):
-    Successful: Optional[PublishBatchResultEntryList]
-    Failed: Optional[BatchResultErrorEntryList]
+    Successful: PublishBatchResultEntryList | None
+    Failed: BatchResultErrorEntryList | None
 
 
 class PublishInput(ServiceRequest):
-    TopicArn: Optional[topicARN]
-    TargetArn: Optional[String]
-    PhoneNumber: Optional[PhoneNumber]
+    TopicArn: topicARN | None
+    TargetArn: String | None
+    PhoneNumber: PhoneNumber | None
     Message: message
-    Subject: Optional[subject]
-    MessageStructure: Optional[messageStructure]
-    MessageAttributes: Optional[MessageAttributeMap]
-    MessageDeduplicationId: Optional[String]
-    MessageGroupId: Optional[String]
+    Subject: subject | None
+    MessageStructure: messageStructure | None
+    MessageAttributes: MessageAttributeMap | None
+    MessageDeduplicationId: String | None
+    MessageGroupId: String | None
 
 
 class PublishResponse(TypedDict, total=False):
-    MessageId: Optional[messageId]
-    SequenceNumber: Optional[String]
+    MessageId: messageId | None
+    SequenceNumber: String | None
 
 
 class PutDataProtectionPolicyInput(ServiceRequest):
@@ -691,28 +691,28 @@ class SetSMSAttributesResponse(TypedDict, total=False):
 class SetSubscriptionAttributesInput(ServiceRequest):
     SubscriptionArn: subscriptionARN
     AttributeName: attributeName
-    AttributeValue: Optional[attributeValue]
+    AttributeValue: attributeValue | None
 
 
 class SetTopicAttributesInput(ServiceRequest):
     TopicArn: topicARN
     AttributeName: attributeName
-    AttributeValue: Optional[attributeValue]
+    AttributeValue: attributeValue | None
 
 
 class SubscribeInput(ServiceRequest):
     TopicArn: topicARN
     Protocol: protocol
-    Endpoint: Optional[endpoint]
-    Attributes: Optional[SubscriptionAttributesMap]
-    ReturnSubscriptionArn: Optional[boolean]
+    Endpoint: endpoint | None
+    Attributes: SubscriptionAttributesMap | None
+    ReturnSubscriptionArn: boolean | None
 
 
 class SubscribeResponse(TypedDict, total=False):
-    SubscriptionArn: Optional[subscriptionARN]
+    SubscriptionArn: subscriptionARN | None
 
 
-TagKeyList = List[TagKey]
+TagKeyList = list[TagKey]
 
 
 class TagResourceRequest(ServiceRequest):
@@ -747,8 +747,8 @@ class VerifySMSSandboxPhoneNumberResult(TypedDict, total=False):
 
 
 class SnsApi:
-    service = "sns"
-    version = "2010-03-31"
+    service: str = "sns"
+    version: str = "2010-03-31"
 
     @handler("AddPermission")
     def add_permission(
diff --git a/localstack-core/localstack/aws/api/sqs/__init__.py b/localstack-core/localstack/aws/api/sqs/__init__.py
index a09978ffe8046..23580370cfb90 100644
--- a/localstack-core/localstack/aws/api/sqs/__init__.py
+++ b/localstack-core/localstack/aws/api/sqs/__init__.py
@@ -1,5 +1,5 @@
 from enum import StrEnum
-from typing import Dict, List, Optional, TypedDict
+from typing import TypedDict
 
 from localstack.aws.api import RequestContext, ServiceException, ServiceRequest, handler
 
@@ -224,8 +224,8 @@ class UnsupportedOperation(ServiceException):
     status_code: int = 400
 
 
-AWSAccountIdList = List[String]
-ActionNameList = List[String]
+AWSAccountIdList = list[String]
+ActionNameList = list[String]
 
 
 class AddPermissionRequest(ServiceRequest):
@@ -235,19 +235,19 @@ class AddPermissionRequest(ServiceRequest):
     Actions: ActionNameList
 
 
-AttributeNameList = List[QueueAttributeName]
+AttributeNameList = list[QueueAttributeName]
 
 
 class BatchResultErrorEntry(TypedDict, total=False):
     Id: String
     SenderFault: Boolean
     Code: String
-    Message: Optional[String]
+    Message: String | None
 
 
-BatchResultErrorEntryList = List[BatchResultErrorEntry]
+BatchResultErrorEntryList = list[BatchResultErrorEntry]
 Binary = bytes
-BinaryList = List[Binary]
+BinaryList = list[Binary]
 
 
 class CancelMessageMoveTaskRequest(ServiceRequest):
@@ -258,16 +258,16 @@ class CancelMessageMoveTaskRequest(ServiceRequest):
 
 
 class CancelMessageMoveTaskResult(TypedDict, total=False):
-    ApproximateNumberOfMessagesMoved: Optional[Long]
+    ApproximateNumberOfMessagesMoved: Long | None
 
 
 class ChangeMessageVisibilityBatchRequestEntry(TypedDict, total=False):
     Id: String
     ReceiptHandle: String
-    VisibilityTimeout: Optional[NullableInteger]
+    VisibilityTimeout: NullableInteger | None
 
 
-ChangeMessageVisibilityBatchRequestEntryList = List[ChangeMessageVisibilityBatchRequestEntry]
+ChangeMessageVisibilityBatchRequestEntryList = list[ChangeMessageVisibilityBatchRequestEntry]
 
 
 class ChangeMessageVisibilityBatchRequest(ServiceRequest):
@@ -279,7 +279,7 @@ class ChangeMessageVisibilityBatchResultEntry(TypedDict, total=False):
     Id: String
 
 
-ChangeMessageVisibilityBatchResultEntryList = List[ChangeMessageVisibilityBatchResultEntry]
+ChangeMessageVisibilityBatchResultEntryList = list[ChangeMessageVisibilityBatchResultEntry]
 
 
 class ChangeMessageVisibilityBatchResult(TypedDict, total=False):
@@ -293,18 +293,18 @@ class ChangeMessageVisibilityRequest(ServiceRequest):
     VisibilityTimeout: NullableInteger
 
 
-TagMap = Dict[TagKey, TagValue]
-QueueAttributeMap = Dict[QueueAttributeName, String]
+TagMap = dict[TagKey, TagValue]
+QueueAttributeMap = dict[QueueAttributeName, String]
 
 
 class CreateQueueRequest(ServiceRequest):
     QueueName: String
-    Attributes: Optional[QueueAttributeMap]
-    tags: Optional[TagMap]
+    Attributes: QueueAttributeMap | None
+    tags: TagMap | None
 
 
 class CreateQueueResult(TypedDict, total=False):
-    QueueUrl: Optional[String]
+    QueueUrl: String | None
 
 
 class DeleteMessageBatchRequestEntry(TypedDict, total=False):
@@ -312,7 +312,7 @@ class DeleteMessageBatchRequestEntry(TypedDict, total=False):
     ReceiptHandle: String
 
 
-DeleteMessageBatchRequestEntryList = List[DeleteMessageBatchRequestEntry]
+DeleteMessageBatchRequestEntryList = list[DeleteMessageBatchRequestEntry]
 
 
 class DeleteMessageBatchRequest(ServiceRequest):
@@ -324,7 +324,7 @@ class DeleteMessageBatchResultEntry(TypedDict, total=False):
     Id: String
 
 
-DeleteMessageBatchResultEntryList = List[DeleteMessageBatchResultEntry]
+DeleteMessageBatchResultEntryList = list[DeleteMessageBatchResultEntry]
 
 
 class DeleteMessageBatchResult(TypedDict, total=False):
@@ -343,61 +343,61 @@ class DeleteQueueRequest(ServiceRequest):
 
 class GetQueueAttributesRequest(ServiceRequest):
     QueueUrl: String
-    AttributeNames: Optional[AttributeNameList]
+    AttributeNames: AttributeNameList | None
 
 
 class GetQueueAttributesResult(TypedDict, total=False):
-    Attributes: Optional[QueueAttributeMap]
+    Attributes: QueueAttributeMap | None
 
 
 class GetQueueUrlRequest(ServiceRequest):
     QueueName: String
-    QueueOwnerAWSAccountId: Optional[String]
+    QueueOwnerAWSAccountId: String | None
 
 
 class GetQueueUrlResult(TypedDict, total=False):
-    QueueUrl: Optional[String]
+    QueueUrl: String | None
 
 
 class ListDeadLetterSourceQueuesRequest(ServiceRequest):
     QueueUrl: String
-    NextToken: Optional[Token]
-    MaxResults: Optional[BoxedInteger]
+    NextToken: Token | None
+    MaxResults: BoxedInteger | None
 
 
-QueueUrlList = List[String]
+QueueUrlList = list[String]
 
 
 class ListDeadLetterSourceQueuesResult(TypedDict, total=False):
     queueUrls: QueueUrlList
-    NextToken: Optional[Token]
+    NextToken: Token | None
 
 
 class ListMessageMoveTasksRequest(ServiceRequest):
     SourceArn: String
-    MaxResults: Optional[NullableInteger]
+    MaxResults: NullableInteger | None
 
 
 NullableLong = int
 
 
 class ListMessageMoveTasksResultEntry(TypedDict, total=False):
-    TaskHandle: Optional[String]
-    Status: Optional[String]
-    SourceArn: Optional[String]
-    DestinationArn: Optional[String]
-    MaxNumberOfMessagesPerSecond: Optional[NullableInteger]
-    ApproximateNumberOfMessagesMoved: Optional[Long]
-    ApproximateNumberOfMessagesToMove: Optional[NullableLong]
-    FailureReason: Optional[String]
-    StartedTimestamp: Optional[Long]
+    TaskHandle: String | None
+    Status: String | None
+    SourceArn: String | None
+    DestinationArn: String | None
+    MaxNumberOfMessagesPerSecond: NullableInteger | None
+    ApproximateNumberOfMessagesMoved: Long | None
+    ApproximateNumberOfMessagesToMove: NullableLong | None
+    FailureReason: String | None
+    StartedTimestamp: Long | None
 
 
-ListMessageMoveTasksResultEntryList = List[ListMessageMoveTasksResultEntry]
+ListMessageMoveTasksResultEntryList = list[ListMessageMoveTasksResultEntry]
 
 
 class ListMessageMoveTasksResult(TypedDict, total=False):
-    Results: Optional[ListMessageMoveTasksResultEntryList]
+    Results: ListMessageMoveTasksResultEntryList | None
 
 
 class ListQueueTagsRequest(ServiceRequest):
@@ -405,61 +405,61 @@ class ListQueueTagsRequest(ServiceRequest):
 
 
 class ListQueueTagsResult(TypedDict, total=False):
-    Tags: Optional[TagMap]
+    Tags: TagMap | None
 
 
 class ListQueuesRequest(ServiceRequest):
-    QueueNamePrefix: Optional[String]
-    NextToken: Optional[Token]
-    MaxResults: Optional[BoxedInteger]
+    QueueNamePrefix: String | None
+    NextToken: Token | None
+    MaxResults: BoxedInteger | None
 
 
 class ListQueuesResult(TypedDict, total=False):
-    QueueUrls: Optional[QueueUrlList]
-    NextToken: Optional[Token]
+    QueueUrls: QueueUrlList | None
+    NextToken: Token | None
 
 
-StringList = List[String]
+StringList = list[String]
 
 
 class MessageAttributeValue(TypedDict, total=False):
-    StringValue: Optional[String]
-    BinaryValue: Optional[Binary]
-    StringListValues: Optional[StringList]
-    BinaryListValues: Optional[BinaryList]
+    StringValue: String | None
+    BinaryValue: Binary | None
+    StringListValues: StringList | None
+    BinaryListValues: BinaryList | None
     DataType: String
 
 
-MessageBodyAttributeMap = Dict[String, MessageAttributeValue]
-MessageSystemAttributeMap = Dict[MessageSystemAttributeName, String]
+MessageBodyAttributeMap = dict[String, MessageAttributeValue]
+MessageSystemAttributeMap = dict[MessageSystemAttributeName, String]
 
 
 class Message(TypedDict, total=False):
-    MessageId: Optional[String]
-    ReceiptHandle: Optional[String]
-    MD5OfBody: Optional[String]
-    Body: Optional[String]
-    Attributes: Optional[MessageSystemAttributeMap]
-    MD5OfMessageAttributes: Optional[String]
-    MessageAttributes: Optional[MessageBodyAttributeMap]
+    MessageId: String | None
+    ReceiptHandle: String | None
+    MD5OfBody: String | None
+    Body: String | None
+    Attributes: MessageSystemAttributeMap | None
+    MD5OfMessageAttributes: String | None
+    MessageAttributes: MessageBodyAttributeMap | None
 
 
-MessageAttributeNameList = List[MessageAttributeName]
+MessageAttributeNameList = list[MessageAttributeName]
 
 
 class MessageSystemAttributeValue(TypedDict, total=False):
-    StringValue: Optional[String]
-    BinaryValue: Optional[Binary]
-    StringListValues: Optional[StringList]
-    BinaryListValues: Optional[BinaryList]
+    StringValue: String | None
+    BinaryValue: Binary | None
+    StringListValues: StringList | None
+    BinaryListValues: BinaryList | None
     DataType: String
 
 
-MessageBodySystemAttributeMap = Dict[
+MessageBodySystemAttributeMap = dict[
     MessageSystemAttributeNameForSends, MessageSystemAttributeValue
 ]
-MessageList = List[Message]
-MessageSystemAttributeList = List[MessageSystemAttributeName]
+MessageList = list[Message]
+MessageSystemAttributeList = list[MessageSystemAttributeName]
 
 
 class PurgeQueueRequest(ServiceRequest):
@@ -468,17 +468,17 @@ class PurgeQueueRequest(ServiceRequest):
 
 class ReceiveMessageRequest(ServiceRequest):
     QueueUrl: String
-    AttributeNames: Optional[AttributeNameList]
-    MessageSystemAttributeNames: Optional[MessageSystemAttributeList]
-    MessageAttributeNames: Optional[MessageAttributeNameList]
-    MaxNumberOfMessages: Optional[NullableInteger]
-    VisibilityTimeout: Optional[NullableInteger]
-    WaitTimeSeconds: Optional[NullableInteger]
-    ReceiveRequestAttemptId: Optional[String]
+    AttributeNames: AttributeNameList | None
+    MessageSystemAttributeNames: MessageSystemAttributeList | None
+    MessageAttributeNames: MessageAttributeNameList | None
+    MaxNumberOfMessages: NullableInteger | None
+    VisibilityTimeout: NullableInteger | None
+    WaitTimeSeconds: NullableInteger | None
+    ReceiveRequestAttemptId: String | None
 
 
 class ReceiveMessageResult(TypedDict, total=False):
-    Messages: Optional[MessageList]
+    Messages: MessageList | None
 
 
 class RemovePermissionRequest(ServiceRequest):
@@ -489,14 +489,14 @@ class RemovePermissionRequest(ServiceRequest):
 class SendMessageBatchRequestEntry(TypedDict, total=False):
     Id: String
     MessageBody: String
-    DelaySeconds: Optional[NullableInteger]
-    MessageAttributes: Optional[MessageBodyAttributeMap]
-    MessageSystemAttributes: Optional[MessageBodySystemAttributeMap]
-    MessageDeduplicationId: Optional[String]
-    MessageGroupId: Optional[String]
+    DelaySeconds: NullableInteger | None
+    MessageAttributes: MessageBodyAttributeMap | None
+    MessageSystemAttributes: MessageBodySystemAttributeMap | None
+    MessageDeduplicationId: String | None
+    MessageGroupId: String | None
 
 
-SendMessageBatchRequestEntryList = List[SendMessageBatchRequestEntry]
+SendMessageBatchRequestEntryList = list[SendMessageBatchRequestEntry]
 
 
 class SendMessageBatchRequest(ServiceRequest):
@@ -508,12 +508,12 @@ class SendMessageBatchResultEntry(TypedDict, total=False):
     Id: String
     MessageId: String
     MD5OfMessageBody: String
-    MD5OfMessageAttributes: Optional[String]
-    MD5OfMessageSystemAttributes: Optional[String]
-    SequenceNumber: Optional[String]
+    MD5OfMessageAttributes: String | None
+    MD5OfMessageSystemAttributes: String | None
+    SequenceNumber: String | None
 
 
-SendMessageBatchResultEntryList = List[SendMessageBatchResultEntry]
+SendMessageBatchResultEntryList = list[SendMessageBatchResultEntry]
 
 
 class SendMessageBatchResult(TypedDict, total=False):
@@ -524,19 +524,19 @@ class SendMessageBatchResult(TypedDict, total=False):
 class SendMessageRequest(ServiceRequest):
     QueueUrl: String
     MessageBody: String
-    DelaySeconds: Optional[NullableInteger]
-    MessageAttributes: Optional[MessageBodyAttributeMap]
-    MessageSystemAttributes: Optional[MessageBodySystemAttributeMap]
-    MessageDeduplicationId: Optional[String]
-    MessageGroupId: Optional[String]
+    DelaySeconds: NullableInteger | None
+    MessageAttributes: MessageBodyAttributeMap | None
+    MessageSystemAttributes: MessageBodySystemAttributeMap | None
+    MessageDeduplicationId: String | None
+    MessageGroupId: String | None
 
 
 class SendMessageResult(TypedDict, total=False):
-    MD5OfMessageBody: Optional[String]
-    MD5OfMessageAttributes: Optional[String]
-    MD5OfMessageSystemAttributes: Optional[String]
-    MessageId: Optional[String]
-    SequenceNumber: Optional[String]
+    MD5OfMessageBody: String | None
+    MD5OfMessageAttributes: String | None
+    MD5OfMessageSystemAttributes: String | None
+    MessageId: String | None
+    SequenceNumber: String | None
 
 
 class SetQueueAttributesRequest(ServiceRequest):
@@ -546,15 +546,15 @@ class SetQueueAttributesRequest(ServiceRequest):
 
 class StartMessageMoveTaskRequest(ServiceRequest):
     SourceArn: String
-    DestinationArn: Optional[String]
-    MaxNumberOfMessagesPerSecond: Optional[NullableInteger]
+    DestinationArn: String | None
+    MaxNumberOfMessagesPerSecond: NullableInteger | None
 
 
 class StartMessageMoveTaskResult(TypedDict, total=False):
-    TaskHandle: Optional[String]
+    TaskHandle: String | None
 
 
-TagKeyList = List[TagKey]
+TagKeyList = list[TagKey]
 
 
 class TagQueueRequest(ServiceRequest):
@@ -568,8 +568,8 @@ class UntagQueueRequest(ServiceRequest):
 
 
 class SqsApi:
-    service = "sqs"
-    version = "2012-11-05"
+    service: str = "sqs"
+    version: str = "2012-11-05"
 
     @handler("AddPermission")
     def add_permission(
diff --git a/localstack-core/localstack/aws/api/ssm/__init__.py b/localstack-core/localstack/aws/api/ssm/__init__.py
index 5955484431472..cdbe5b3db30d6 100644
--- a/localstack-core/localstack/aws/api/ssm/__init__.py
+++ b/localstack-core/localstack/aws/api/ssm/__init__.py
@@ -1,6 +1,6 @@
 from datetime import datetime
 from enum import StrEnum
-from typing import Dict, List, Optional, TypedDict
+from typing import TypedDict
 
 from localstack.aws.api import RequestContext, ServiceException, ServiceRequest, handler
 
@@ -1510,7 +1510,7 @@ class InvalidItemContentException(ServiceException):
     code: str = "InvalidItemContentException"
     sender_fault: bool = False
     status_code: int = 400
-    TypeName: Optional[InventoryItemTypeName]
+    TypeName: InventoryItemTypeName | None
 
 
 class InvalidKeyId(ServiceException):
@@ -1649,14 +1649,14 @@ class ItemContentMismatchException(ServiceException):
     code: str = "ItemContentMismatchException"
     sender_fault: bool = False
     status_code: int = 400
-    TypeName: Optional[InventoryItemTypeName]
+    TypeName: InventoryItemTypeName | None
 
 
 class ItemSizeLimitExceededException(ServiceException):
     code: str = "ItemSizeLimitExceededException"
     sender_fault: bool = False
     status_code: int = 400
-    TypeName: Optional[InventoryItemTypeName]
+    TypeName: InventoryItemTypeName | None
 
 
 class MalformedResourcePolicyDocumentException(ServiceException):
@@ -1671,6 +1671,12 @@ class MaxDocumentSizeExceeded(ServiceException):
     status_code: int = 400
 
 
+class NoLongerSupportedException(ServiceException):
+    code: str = "NoLongerSupportedException"
+    sender_fault: bool = False
+    status_code: int = 400
+
+
 class OpsItemAccessDeniedException(ServiceException):
     code: str = "OpsItemAccessDeniedException"
     sender_fault: bool = False
@@ -1681,7 +1687,7 @@ class OpsItemAlreadyExistsException(ServiceException):
     code: str = "OpsItemAlreadyExistsException"
     sender_fault: bool = False
     status_code: int = 400
-    OpsItemId: Optional[String]
+    OpsItemId: String | None
 
 
 class OpsItemConflictException(ServiceException):
@@ -1690,23 +1696,23 @@ class OpsItemConflictException(ServiceException):
     status_code: int = 400
 
 
-OpsItemParameterNamesList = List[String]
+OpsItemParameterNamesList = list[String]
 
 
 class OpsItemInvalidParameterException(ServiceException):
     code: str = "OpsItemInvalidParameterException"
     sender_fault: bool = False
     status_code: int = 400
-    ParameterNames: Optional[OpsItemParameterNamesList]
+    ParameterNames: OpsItemParameterNamesList | None
 
 
 class OpsItemLimitExceededException(ServiceException):
     code: str = "OpsItemLimitExceededException"
     sender_fault: bool = False
     status_code: int = 400
-    ResourceTypes: Optional[OpsItemParameterNamesList]
-    Limit: Optional[Integer]
-    LimitType: Optional[String]
+    ResourceTypes: OpsItemParameterNamesList | None
+    Limit: Integer | None
+    LimitType: String | None
 
 
 class OpsItemNotFoundException(ServiceException):
@@ -1719,8 +1725,8 @@ class OpsItemRelatedItemAlreadyExistsException(ServiceException):
     code: str = "OpsItemRelatedItemAlreadyExistsException"
     sender_fault: bool = False
     status_code: int = 400
-    ResourceUri: Optional[OpsItemRelatedItemAssociationResourceUri]
-    OpsItemId: Optional[OpsItemId]
+    ResourceUri: OpsItemRelatedItemAssociationResourceUri | None
+    OpsItemId: OpsItemId | None
 
 
 class OpsItemRelatedItemAssociationNotFoundException(ServiceException):
@@ -1817,7 +1823,7 @@ class ResourceDataSyncAlreadyExistsException(ServiceException):
     code: str = "ResourceDataSyncAlreadyExistsException"
     sender_fault: bool = False
     status_code: int = 400
-    SyncName: Optional[ResourceDataSyncName]
+    SyncName: ResourceDataSyncName | None
 
 
 class ResourceDataSyncConflictException(ServiceException):
@@ -1842,8 +1848,8 @@ class ResourceDataSyncNotFoundException(ServiceException):
     code: str = "ResourceDataSyncNotFoundException"
     sender_fault: bool = False
     status_code: int = 400
-    SyncName: Optional[ResourceDataSyncName]
-    SyncType: Optional[ResourceDataSyncType]
+    SyncName: ResourceDataSyncName | None
+    SyncType: ResourceDataSyncType | None
 
 
 class ResourceInUseException(ServiceException):
@@ -1870,22 +1876,22 @@ class ResourcePolicyConflictException(ServiceException):
     status_code: int = 400
 
 
-ResourcePolicyParameterNamesList = List[String]
+ResourcePolicyParameterNamesList = list[String]
 
 
 class ResourcePolicyInvalidParameterException(ServiceException):
     code: str = "ResourcePolicyInvalidParameterException"
     sender_fault: bool = False
     status_code: int = 400
-    ParameterNames: Optional[ResourcePolicyParameterNamesList]
+    ParameterNames: ResourcePolicyParameterNamesList | None
 
 
 class ResourcePolicyLimitExceededException(ServiceException):
     code: str = "ResourcePolicyLimitExceededException"
     sender_fault: bool = False
     status_code: int = 400
-    Limit: Optional[Integer]
-    LimitType: Optional[String]
+    Limit: Integer | None
+    LimitType: String | None
 
 
 class ResourcePolicyNotFoundException(ServiceException):
@@ -1898,8 +1904,8 @@ class ServiceQuotaExceededException(ServiceException):
     code: str = "ServiceQuotaExceededException"
     sender_fault: bool = False
     status_code: int = 400
-    ResourceId: Optional[String]
-    ResourceType: Optional[String]
+    ResourceId: String | None
+    ResourceType: String | None
     QuotaCode: String
     ServiceCode: String
 
@@ -1938,8 +1944,8 @@ class ThrottlingException(ServiceException):
     code: str = "ThrottlingException"
     sender_fault: bool = False
     status_code: int = 400
-    QuotaCode: Optional[String]
-    ServiceCode: Optional[String]
+    QuotaCode: String | None
+    ServiceCode: String | None
 
 
 class TooManyTagsError(ServiceException):
@@ -1976,7 +1982,7 @@ class UnsupportedInventoryItemContextException(ServiceException):
     code: str = "UnsupportedInventoryItemContextException"
     sender_fault: bool = False
     status_code: int = 400
-    TypeName: Optional[InventoryItemTypeName]
+    TypeName: InventoryItemTypeName | None
 
 
 class UnsupportedInventorySchemaVersionException(ServiceException):
@@ -2013,19 +2019,19 @@ class ValidationException(ServiceException):
     code: str = "ValidationException"
     sender_fault: bool = False
     status_code: int = 400
-    ReasonCode: Optional[String]
+    ReasonCode: String | None
 
 
-AccountIdList = List[AccountId]
+AccountIdList = list[AccountId]
 
 
 class AccountSharingInfo(TypedDict, total=False):
-    AccountId: Optional[AccountId]
-    SharedDocumentVersion: Optional[SharedDocumentVersion]
+    AccountId: AccountId | None
+    SharedDocumentVersion: SharedDocumentVersion | None
 
 
-AccountSharingInfoList = List[AccountSharingInfo]
-Accounts = List[Account]
+AccountSharingInfoList = list[AccountSharingInfo]
+Accounts = list[Account]
 
 
 class Tag(TypedDict, total=False):
@@ -2033,25 +2039,25 @@ class Tag(TypedDict, total=False):
     Value: TagValue
 
 
-TagList = List[Tag]
+TagList = list[Tag]
 CreatedDate = datetime
 ExpirationDate = datetime
 
 
 class Activation(TypedDict, total=False):
-    ActivationId: Optional[ActivationId]
-    Description: Optional[ActivationDescription]
-    DefaultInstanceName: Optional[DefaultInstanceName]
-    IamRole: Optional[IamRole]
-    RegistrationLimit: Optional[RegistrationLimit]
-    RegistrationsCount: Optional[RegistrationsCount]
-    ExpirationDate: Optional[ExpirationDate]
-    Expired: Optional[Boolean]
-    CreatedDate: Optional[CreatedDate]
-    Tags: Optional[TagList]
+    ActivationId: ActivationId | None
+    Description: ActivationDescription | None
+    DefaultInstanceName: DefaultInstanceName | None
+    IamRole: IamRole | None
+    RegistrationLimit: RegistrationLimit | None
+    RegistrationsCount: RegistrationsCount | None
+    ExpirationDate: ExpirationDate | None
+    Expired: Boolean | None
+    CreatedDate: CreatedDate | None
+    Tags: TagList | None
 
 
-ActivationList = List[Activation]
+ActivationList = list[Activation]
 
 
 class AddTagsToResourceRequest(ServiceRequest):
@@ -2068,11 +2074,11 @@ class Alarm(TypedDict, total=False):
     Name: AlarmName
 
 
-AlarmList = List[Alarm]
+AlarmList = list[Alarm]
 
 
 class AlarmConfiguration(TypedDict, total=False):
-    IgnorePollAlarmFailure: Optional[Boolean]
+    IgnorePollAlarmFailure: Boolean | None
     Alarms: AlarmList
 
 
@@ -2081,7 +2087,7 @@ class AlarmStateInformation(TypedDict, total=False):
     State: ExternalAlarmState
 
 
-AlarmStateInformationList = List[AlarmStateInformation]
+AlarmStateInformationList = list[AlarmStateInformation]
 
 
 class AssociateOpsItemRelatedItemRequest(ServiceRequest):
@@ -2092,138 +2098,138 @@ class AssociateOpsItemRelatedItemRequest(ServiceRequest):
 
 
 class AssociateOpsItemRelatedItemResponse(TypedDict, total=False):
-    AssociationId: Optional[OpsItemRelatedItemAssociationId]
+    AssociationId: OpsItemRelatedItemAssociationId | None
 
 
-TargetMapValueList = List[TargetMapValue]
-TargetMap = Dict[TargetMapKey, TargetMapValueList]
-TargetMaps = List[TargetMap]
-AssociationStatusAggregatedCount = Dict[StatusName, InstanceCount]
+TargetMapValueList = list[TargetMapValue]
+TargetMap = dict[TargetMapKey, TargetMapValueList]
+TargetMaps = list[TargetMap]
+AssociationStatusAggregatedCount = dict[StatusName, InstanceCount]
 
 
 class AssociationOverview(TypedDict, total=False):
-    Status: Optional[StatusName]
-    DetailedStatus: Optional[StatusName]
-    AssociationStatusAggregatedCount: Optional[AssociationStatusAggregatedCount]
+    Status: StatusName | None
+    DetailedStatus: StatusName | None
+    AssociationStatusAggregatedCount: AssociationStatusAggregatedCount | None
 
 
 DateTime = datetime
-TargetValues = List[TargetValue]
+TargetValues = list[TargetValue]
 
 
 class Target(TypedDict, total=False):
-    Key: Optional[TargetKey]
-    Values: Optional[TargetValues]
+    Key: TargetKey | None
+    Values: TargetValues | None
 
 
-Targets = List[Target]
+Targets = list[Target]
 
 
 class Association(TypedDict, total=False):
-    Name: Optional[DocumentARN]
-    InstanceId: Optional[InstanceId]
-    AssociationId: Optional[AssociationId]
-    AssociationVersion: Optional[AssociationVersion]
-    DocumentVersion: Optional[DocumentVersion]
-    Targets: Optional[Targets]
-    LastExecutionDate: Optional[DateTime]
-    Overview: Optional[AssociationOverview]
-    ScheduleExpression: Optional[ScheduleExpression]
-    AssociationName: Optional[AssociationName]
-    ScheduleOffset: Optional[ScheduleOffset]
-    Duration: Optional[Duration]
-    TargetMaps: Optional[TargetMaps]
+    Name: DocumentARN | None
+    InstanceId: InstanceId | None
+    AssociationId: AssociationId | None
+    AssociationVersion: AssociationVersion | None
+    DocumentVersion: DocumentVersion | None
+    Targets: Targets | None
+    LastExecutionDate: DateTime | None
+    Overview: AssociationOverview | None
+    ScheduleExpression: ScheduleExpression | None
+    AssociationName: AssociationName | None
+    ScheduleOffset: ScheduleOffset | None
+    Duration: Duration | None
+    TargetMaps: TargetMaps | None
 
 
-ExcludeAccounts = List[ExcludeAccount]
-Regions = List[Region]
+ExcludeAccounts = list[ExcludeAccount]
+Regions = list[Region]
 
 
 class TargetLocation(TypedDict, total=False):
-    Accounts: Optional[Accounts]
-    Regions: Optional[Regions]
-    TargetLocationMaxConcurrency: Optional[MaxConcurrency]
-    TargetLocationMaxErrors: Optional[MaxErrors]
-    ExecutionRoleName: Optional[ExecutionRoleName]
-    TargetLocationAlarmConfiguration: Optional[AlarmConfiguration]
-    IncludeChildOrganizationUnits: Optional[Boolean]
-    ExcludeAccounts: Optional[ExcludeAccounts]
-    Targets: Optional[Targets]
-    TargetsMaxConcurrency: Optional[MaxConcurrency]
-    TargetsMaxErrors: Optional[MaxErrors]
+    Accounts: Accounts | None
+    Regions: Regions | None
+    TargetLocationMaxConcurrency: MaxConcurrency | None
+    TargetLocationMaxErrors: MaxErrors | None
+    ExecutionRoleName: ExecutionRoleName | None
+    TargetLocationAlarmConfiguration: AlarmConfiguration | None
+    IncludeChildOrganizationUnits: Boolean | None
+    ExcludeAccounts: ExcludeAccounts | None
+    Targets: Targets | None
+    TargetsMaxConcurrency: MaxConcurrency | None
+    TargetsMaxErrors: MaxErrors | None
 
 
-TargetLocations = List[TargetLocation]
-CalendarNameOrARNList = List[CalendarNameOrARN]
+TargetLocations = list[TargetLocation]
+CalendarNameOrARNList = list[CalendarNameOrARN]
 
 
 class S3OutputLocation(TypedDict, total=False):
-    OutputS3Region: Optional[S3Region]
-    OutputS3BucketName: Optional[S3BucketName]
-    OutputS3KeyPrefix: Optional[S3KeyPrefix]
+    OutputS3Region: S3Region | None
+    OutputS3BucketName: S3BucketName | None
+    OutputS3KeyPrefix: S3KeyPrefix | None
 
 
 class InstanceAssociationOutputLocation(TypedDict, total=False):
-    S3Location: Optional[S3OutputLocation]
+    S3Location: S3OutputLocation | None
 
 
-ParameterValueList = List[ParameterValue]
-Parameters = Dict[ParameterName, ParameterValueList]
+ParameterValueList = list[ParameterValue]
+Parameters = dict[ParameterName, ParameterValueList]
 
 
 class AssociationStatus(TypedDict, total=False):
     Date: DateTime
     Name: AssociationStatusName
     Message: StatusMessage
-    AdditionalInfo: Optional[StatusAdditionalInfo]
+    AdditionalInfo: StatusAdditionalInfo | None
 
 
 class AssociationDescription(TypedDict, total=False):
-    Name: Optional[DocumentARN]
-    InstanceId: Optional[InstanceId]
-    AssociationVersion: Optional[AssociationVersion]
-    Date: Optional[DateTime]
-    LastUpdateAssociationDate: Optional[DateTime]
-    Status: Optional[AssociationStatus]
-    Overview: Optional[AssociationOverview]
-    DocumentVersion: Optional[DocumentVersion]
-    AutomationTargetParameterName: Optional[AutomationTargetParameterName]
-    Parameters: Optional[Parameters]
-    AssociationId: Optional[AssociationId]
-    Targets: Optional[Targets]
-    ScheduleExpression: Optional[ScheduleExpression]
-    OutputLocation: Optional[InstanceAssociationOutputLocation]
-    LastExecutionDate: Optional[DateTime]
-    LastSuccessfulExecutionDate: Optional[DateTime]
-    AssociationName: Optional[AssociationName]
-    MaxErrors: Optional[MaxErrors]
-    MaxConcurrency: Optional[MaxConcurrency]
-    ComplianceSeverity: Optional[AssociationComplianceSeverity]
-    SyncCompliance: Optional[AssociationSyncCompliance]
-    ApplyOnlyAtCronInterval: Optional[ApplyOnlyAtCronInterval]
-    CalendarNames: Optional[CalendarNameOrARNList]
-    TargetLocations: Optional[TargetLocations]
-    ScheduleOffset: Optional[ScheduleOffset]
-    Duration: Optional[Duration]
-    TargetMaps: Optional[TargetMaps]
-    AlarmConfiguration: Optional[AlarmConfiguration]
-    TriggeredAlarms: Optional[AlarmStateInformationList]
-
-
-AssociationDescriptionList = List[AssociationDescription]
+    Name: DocumentARN | None
+    InstanceId: InstanceId | None
+    AssociationVersion: AssociationVersion | None
+    Date: DateTime | None
+    LastUpdateAssociationDate: DateTime | None
+    Status: AssociationStatus | None
+    Overview: AssociationOverview | None
+    DocumentVersion: DocumentVersion | None
+    AutomationTargetParameterName: AutomationTargetParameterName | None
+    Parameters: Parameters | None
+    AssociationId: AssociationId | None
+    Targets: Targets | None
+    ScheduleExpression: ScheduleExpression | None
+    OutputLocation: InstanceAssociationOutputLocation | None
+    LastExecutionDate: DateTime | None
+    LastSuccessfulExecutionDate: DateTime | None
+    AssociationName: AssociationName | None
+    MaxErrors: MaxErrors | None
+    MaxConcurrency: MaxConcurrency | None
+    ComplianceSeverity: AssociationComplianceSeverity | None
+    SyncCompliance: AssociationSyncCompliance | None
+    ApplyOnlyAtCronInterval: ApplyOnlyAtCronInterval | None
+    CalendarNames: CalendarNameOrARNList | None
+    TargetLocations: TargetLocations | None
+    ScheduleOffset: ScheduleOffset | None
+    Duration: Duration | None
+    TargetMaps: TargetMaps | None
+    AlarmConfiguration: AlarmConfiguration | None
+    TriggeredAlarms: AlarmStateInformationList | None
+
+
+AssociationDescriptionList = list[AssociationDescription]
 
 
 class AssociationExecution(TypedDict, total=False):
-    AssociationId: Optional[AssociationId]
-    AssociationVersion: Optional[AssociationVersion]
-    ExecutionId: Optional[AssociationExecutionId]
-    Status: Optional[StatusName]
-    DetailedStatus: Optional[StatusName]
-    CreatedTime: Optional[DateTime]
-    LastExecutionDate: Optional[DateTime]
-    ResourceCountByStatus: Optional[ResourceCountByStatus]
-    AlarmConfiguration: Optional[AlarmConfiguration]
-    TriggeredAlarms: Optional[AlarmStateInformationList]
+    AssociationId: AssociationId | None
+    AssociationVersion: AssociationVersion | None
+    ExecutionId: AssociationExecutionId | None
+    Status: StatusName | None
+    DetailedStatus: StatusName | None
+    CreatedTime: DateTime | None
+    LastExecutionDate: DateTime | None
+    ResourceCountByStatus: ResourceCountByStatus | None
+    AlarmConfiguration: AlarmConfiguration | None
+    TriggeredAlarms: AlarmStateInformationList | None
 
 
 class AssociationExecutionFilter(TypedDict, total=False):
@@ -2232,24 +2238,24 @@ class AssociationExecutionFilter(TypedDict, total=False):
     Type: AssociationFilterOperatorType
 
 
-AssociationExecutionFilterList = List[AssociationExecutionFilter]
+AssociationExecutionFilterList = list[AssociationExecutionFilter]
 
 
 class OutputSource(TypedDict, total=False):
-    OutputSourceId: Optional[OutputSourceId]
-    OutputSourceType: Optional[OutputSourceType]
+    OutputSourceId: OutputSourceId | None
+    OutputSourceType: OutputSourceType | None
 
 
 class AssociationExecutionTarget(TypedDict, total=False):
-    AssociationId: Optional[AssociationId]
-    AssociationVersion: Optional[AssociationVersion]
-    ExecutionId: Optional[AssociationExecutionId]
-    ResourceId: Optional[AssociationResourceId]
-    ResourceType: Optional[AssociationResourceType]
-    Status: Optional[StatusName]
-    DetailedStatus: Optional[StatusName]
-    LastExecutionDate: Optional[DateTime]
-    OutputSource: Optional[OutputSource]
+    AssociationId: AssociationId | None
+    AssociationVersion: AssociationVersion | None
+    ExecutionId: AssociationExecutionId | None
+    ResourceId: AssociationResourceId | None
+    ResourceType: AssociationResourceType | None
+    Status: StatusName | None
+    DetailedStatus: StatusName | None
+    LastExecutionDate: DateTime | None
+    OutputSource: OutputSource | None
 
 
 class AssociationExecutionTargetsFilter(TypedDict, total=False):
@@ -2257,9 +2263,9 @@ class AssociationExecutionTargetsFilter(TypedDict, total=False):
     Value: AssociationExecutionTargetsFilterValue
 
 
-AssociationExecutionTargetsFilterList = List[AssociationExecutionTargetsFilter]
-AssociationExecutionTargetsList = List[AssociationExecutionTarget]
-AssociationExecutionsList = List[AssociationExecution]
+AssociationExecutionTargetsFilterList = list[AssociationExecutionTargetsFilter]
+AssociationExecutionTargetsList = list[AssociationExecutionTarget]
+AssociationExecutionsList = list[AssociationExecution]
 
 
 class AssociationFilter(TypedDict, total=False):
@@ -2267,189 +2273,189 @@ class AssociationFilter(TypedDict, total=False):
     value: AssociationFilterValue
 
 
-AssociationFilterList = List[AssociationFilter]
-AssociationIdList = List[AssociationId]
-AssociationList = List[Association]
+AssociationFilterList = list[AssociationFilter]
+AssociationIdList = list[AssociationId]
+AssociationList = list[Association]
 
 
 class AssociationVersionInfo(TypedDict, total=False):
-    AssociationId: Optional[AssociationId]
-    AssociationVersion: Optional[AssociationVersion]
-    CreatedDate: Optional[DateTime]
-    Name: Optional[DocumentARN]
-    DocumentVersion: Optional[DocumentVersion]
-    Parameters: Optional[Parameters]
-    Targets: Optional[Targets]
-    ScheduleExpression: Optional[ScheduleExpression]
-    OutputLocation: Optional[InstanceAssociationOutputLocation]
-    AssociationName: Optional[AssociationName]
-    MaxErrors: Optional[MaxErrors]
-    MaxConcurrency: Optional[MaxConcurrency]
-    ComplianceSeverity: Optional[AssociationComplianceSeverity]
-    SyncCompliance: Optional[AssociationSyncCompliance]
-    ApplyOnlyAtCronInterval: Optional[ApplyOnlyAtCronInterval]
-    CalendarNames: Optional[CalendarNameOrARNList]
-    TargetLocations: Optional[TargetLocations]
-    ScheduleOffset: Optional[ScheduleOffset]
-    Duration: Optional[Duration]
-    TargetMaps: Optional[TargetMaps]
-
-
-AssociationVersionList = List[AssociationVersionInfo]
+    AssociationId: AssociationId | None
+    AssociationVersion: AssociationVersion | None
+    CreatedDate: DateTime | None
+    Name: DocumentARN | None
+    DocumentVersion: DocumentVersion | None
+    Parameters: Parameters | None
+    Targets: Targets | None
+    ScheduleExpression: ScheduleExpression | None
+    OutputLocation: InstanceAssociationOutputLocation | None
+    AssociationName: AssociationName | None
+    MaxErrors: MaxErrors | None
+    MaxConcurrency: MaxConcurrency | None
+    ComplianceSeverity: AssociationComplianceSeverity | None
+    SyncCompliance: AssociationSyncCompliance | None
+    ApplyOnlyAtCronInterval: ApplyOnlyAtCronInterval | None
+    CalendarNames: CalendarNameOrARNList | None
+    TargetLocations: TargetLocations | None
+    ScheduleOffset: ScheduleOffset | None
+    Duration: Duration | None
+    TargetMaps: TargetMaps | None
+
+
+AssociationVersionList = list[AssociationVersionInfo]
 ContentLength = int
 
 
 class AttachmentContent(TypedDict, total=False):
-    Name: Optional[AttachmentName]
-    Size: Optional[ContentLength]
-    Hash: Optional[AttachmentHash]
-    HashType: Optional[AttachmentHashType]
-    Url: Optional[AttachmentUrl]
+    Name: AttachmentName | None
+    Size: ContentLength | None
+    Hash: AttachmentHash | None
+    HashType: AttachmentHashType | None
+    Url: AttachmentUrl | None
 
 
-AttachmentContentList = List[AttachmentContent]
+AttachmentContentList = list[AttachmentContent]
 
 
 class AttachmentInformation(TypedDict, total=False):
-    Name: Optional[AttachmentName]
+    Name: AttachmentName | None
 
 
-AttachmentInformationList = List[AttachmentInformation]
-AttachmentsSourceValues = List[AttachmentsSourceValue]
+AttachmentInformationList = list[AttachmentInformation]
+AttachmentsSourceValues = list[AttachmentsSourceValue]
 
 
 class AttachmentsSource(TypedDict, total=False):
-    Key: Optional[AttachmentsSourceKey]
-    Values: Optional[AttachmentsSourceValues]
-    Name: Optional[AttachmentIdentifier]
+    Key: AttachmentsSourceKey | None
+    Values: AttachmentsSourceValues | None
+    Name: AttachmentIdentifier | None
 
 
-AttachmentsSourceList = List[AttachmentsSource]
-AutomationParameterValueList = List[AutomationParameterValue]
-AutomationParameterMap = Dict[AutomationParameterKey, AutomationParameterValueList]
+AttachmentsSourceList = list[AttachmentsSource]
+AutomationParameterValueList = list[AutomationParameterValue]
+AutomationParameterMap = dict[AutomationParameterKey, AutomationParameterValueList]
 
 
 class Runbook(TypedDict, total=False):
     DocumentName: DocumentARN
-    DocumentVersion: Optional[DocumentVersion]
-    Parameters: Optional[AutomationParameterMap]
-    TargetParameterName: Optional[AutomationParameterKey]
-    Targets: Optional[Targets]
-    TargetMaps: Optional[TargetMaps]
-    MaxConcurrency: Optional[MaxConcurrency]
-    MaxErrors: Optional[MaxErrors]
-    TargetLocations: Optional[TargetLocations]
+    DocumentVersion: DocumentVersion | None
+    Parameters: AutomationParameterMap | None
+    TargetParameterName: AutomationParameterKey | None
+    Targets: Targets | None
+    TargetMaps: TargetMaps | None
+    MaxConcurrency: MaxConcurrency | None
+    MaxErrors: MaxErrors | None
+    TargetLocations: TargetLocations | None
 
 
-Runbooks = List[Runbook]
+Runbooks = list[Runbook]
 
 
 class ProgressCounters(TypedDict, total=False):
-    TotalSteps: Optional[Integer]
-    SuccessSteps: Optional[Integer]
-    FailedSteps: Optional[Integer]
-    CancelledSteps: Optional[Integer]
-    TimedOutSteps: Optional[Integer]
+    TotalSteps: Integer | None
+    SuccessSteps: Integer | None
+    FailedSteps: Integer | None
+    CancelledSteps: Integer | None
+    TimedOutSteps: Integer | None
 
 
-TargetParameterList = List[ParameterValue]
+TargetParameterList = list[ParameterValue]
 
 
 class ResolvedTargets(TypedDict, total=False):
-    ParameterValues: Optional[TargetParameterList]
-    Truncated: Optional[Boolean]
+    ParameterValues: TargetParameterList | None
+    Truncated: Boolean | None
 
 
 class ParentStepDetails(TypedDict, total=False):
-    StepExecutionId: Optional[String]
-    StepName: Optional[String]
-    Action: Optional[AutomationActionName]
-    Iteration: Optional[Integer]
-    IteratorValue: Optional[String]
+    StepExecutionId: String | None
+    StepName: String | None
+    Action: AutomationActionName | None
+    Iteration: Integer | None
+    IteratorValue: String | None
 
 
-ValidNextStepList = List[ValidNextStep]
+ValidNextStepList = list[ValidNextStep]
 
 
 class FailureDetails(TypedDict, total=False):
-    FailureStage: Optional[String]
-    FailureType: Optional[String]
-    Details: Optional[AutomationParameterMap]
+    FailureStage: String | None
+    FailureType: String | None
+    Details: AutomationParameterMap | None
 
 
-NormalStringMap = Dict[String, String]
+NormalStringMap = dict[String, String]
 Long = int
 
 
 class StepExecution(TypedDict, total=False):
-    StepName: Optional[String]
-    Action: Optional[AutomationActionName]
-    TimeoutSeconds: Optional[Long]
-    OnFailure: Optional[String]
-    MaxAttempts: Optional[Integer]
-    ExecutionStartTime: Optional[DateTime]
-    ExecutionEndTime: Optional[DateTime]
-    StepStatus: Optional[AutomationExecutionStatus]
-    ResponseCode: Optional[String]
-    Inputs: Optional[NormalStringMap]
-    Outputs: Optional[AutomationParameterMap]
-    Response: Optional[String]
-    FailureMessage: Optional[String]
-    FailureDetails: Optional[FailureDetails]
-    StepExecutionId: Optional[String]
-    OverriddenParameters: Optional[AutomationParameterMap]
-    IsEnd: Optional[Boolean]
-    NextStep: Optional[String]
-    IsCritical: Optional[Boolean]
-    ValidNextSteps: Optional[ValidNextStepList]
-    Targets: Optional[Targets]
-    TargetLocation: Optional[TargetLocation]
-    TriggeredAlarms: Optional[AlarmStateInformationList]
-    ParentStepDetails: Optional[ParentStepDetails]
-
-
-StepExecutionList = List[StepExecution]
+    StepName: String | None
+    Action: AutomationActionName | None
+    TimeoutSeconds: Long | None
+    OnFailure: String | None
+    MaxAttempts: Integer | None
+    ExecutionStartTime: DateTime | None
+    ExecutionEndTime: DateTime | None
+    StepStatus: AutomationExecutionStatus | None
+    ResponseCode: String | None
+    Inputs: NormalStringMap | None
+    Outputs: AutomationParameterMap | None
+    Response: String | None
+    FailureMessage: String | None
+    FailureDetails: FailureDetails | None
+    StepExecutionId: String | None
+    OverriddenParameters: AutomationParameterMap | None
+    IsEnd: Boolean | None
+    NextStep: String | None
+    IsCritical: Boolean | None
+    ValidNextSteps: ValidNextStepList | None
+    Targets: Targets | None
+    TargetLocation: TargetLocation | None
+    TriggeredAlarms: AlarmStateInformationList | None
+    ParentStepDetails: ParentStepDetails | None
+
+
+StepExecutionList = list[StepExecution]
 
 
 class AutomationExecution(TypedDict, total=False):
-    AutomationExecutionId: Optional[AutomationExecutionId]
-    DocumentName: Optional[DocumentName]
-    DocumentVersion: Optional[DocumentVersion]
-    ExecutionStartTime: Optional[DateTime]
-    ExecutionEndTime: Optional[DateTime]
-    AutomationExecutionStatus: Optional[AutomationExecutionStatus]
-    StepExecutions: Optional[StepExecutionList]
-    StepExecutionsTruncated: Optional[Boolean]
-    Parameters: Optional[AutomationParameterMap]
-    Outputs: Optional[AutomationParameterMap]
-    FailureMessage: Optional[String]
-    Mode: Optional[ExecutionMode]
-    ParentAutomationExecutionId: Optional[AutomationExecutionId]
-    ExecutedBy: Optional[String]
-    CurrentStepName: Optional[String]
-    CurrentAction: Optional[String]
-    TargetParameterName: Optional[AutomationParameterKey]
-    Targets: Optional[Targets]
-    TargetMaps: Optional[TargetMaps]
-    ResolvedTargets: Optional[ResolvedTargets]
-    MaxConcurrency: Optional[MaxConcurrency]
-    MaxErrors: Optional[MaxErrors]
-    Target: Optional[String]
-    TargetLocations: Optional[TargetLocations]
-    ProgressCounters: Optional[ProgressCounters]
-    AlarmConfiguration: Optional[AlarmConfiguration]
-    TriggeredAlarms: Optional[AlarmStateInformationList]
-    TargetLocationsURL: Optional[TargetLocationsURL]
-    AutomationSubtype: Optional[AutomationSubtype]
-    ScheduledTime: Optional[DateTime]
-    Runbooks: Optional[Runbooks]
-    OpsItemId: Optional[String]
-    AssociationId: Optional[String]
-    ChangeRequestName: Optional[ChangeRequestName]
-    Variables: Optional[AutomationParameterMap]
-
-
-AutomationExecutionFilterValueList = List[AutomationExecutionFilterValue]
+    AutomationExecutionId: AutomationExecutionId | None
+    DocumentName: DocumentName | None
+    DocumentVersion: DocumentVersion | None
+    ExecutionStartTime: DateTime | None
+    ExecutionEndTime: DateTime | None
+    AutomationExecutionStatus: AutomationExecutionStatus | None
+    StepExecutions: StepExecutionList | None
+    StepExecutionsTruncated: Boolean | None
+    Parameters: AutomationParameterMap | None
+    Outputs: AutomationParameterMap | None
+    FailureMessage: String | None
+    Mode: ExecutionMode | None
+    ParentAutomationExecutionId: AutomationExecutionId | None
+    ExecutedBy: String | None
+    CurrentStepName: String | None
+    CurrentAction: String | None
+    TargetParameterName: AutomationParameterKey | None
+    Targets: Targets | None
+    TargetMaps: TargetMaps | None
+    ResolvedTargets: ResolvedTargets | None
+    MaxConcurrency: MaxConcurrency | None
+    MaxErrors: MaxErrors | None
+    Target: String | None
+    TargetLocations: TargetLocations | None
+    ProgressCounters: ProgressCounters | None
+    AlarmConfiguration: AlarmConfiguration | None
+    TriggeredAlarms: AlarmStateInformationList | None
+    TargetLocationsURL: TargetLocationsURL | None
+    AutomationSubtype: AutomationSubtype | None
+    ScheduledTime: DateTime | None
+    Runbooks: Runbooks | None
+    OpsItemId: String | None
+    AssociationId: String | None
+    ChangeRequestName: ChangeRequestName | None
+    Variables: AutomationParameterMap | None
+
+
+AutomationExecutionFilterValueList = list[AutomationExecutionFilterValue]
 
 
 class AutomationExecutionFilter(TypedDict, total=False):
@@ -2457,73 +2463,73 @@ class AutomationExecutionFilter(TypedDict, total=False):
     Values: AutomationExecutionFilterValueList
 
 
-AutomationExecutionFilterList = List[AutomationExecutionFilter]
+AutomationExecutionFilterList = list[AutomationExecutionFilter]
 
 
 class AutomationExecutionInputs(TypedDict, total=False):
-    Parameters: Optional[AutomationParameterMap]
-    TargetParameterName: Optional[AutomationParameterKey]
-    Targets: Optional[Targets]
-    TargetMaps: Optional[TargetMaps]
-    TargetLocations: Optional[TargetLocations]
-    TargetLocationsURL: Optional[TargetLocationsURL]
+    Parameters: AutomationParameterMap | None
+    TargetParameterName: AutomationParameterKey | None
+    Targets: Targets | None
+    TargetMaps: TargetMaps | None
+    TargetLocations: TargetLocations | None
+    TargetLocationsURL: TargetLocationsURL | None
 
 
 class AutomationExecutionMetadata(TypedDict, total=False):
-    AutomationExecutionId: Optional[AutomationExecutionId]
-    DocumentName: Optional[DocumentName]
-    DocumentVersion: Optional[DocumentVersion]
-    AutomationExecutionStatus: Optional[AutomationExecutionStatus]
-    ExecutionStartTime: Optional[DateTime]
-    ExecutionEndTime: Optional[DateTime]
-    ExecutedBy: Optional[String]
-    LogFile: Optional[String]
-    Outputs: Optional[AutomationParameterMap]
-    Mode: Optional[ExecutionMode]
-    ParentAutomationExecutionId: Optional[AutomationExecutionId]
-    CurrentStepName: Optional[String]
-    CurrentAction: Optional[String]
-    FailureMessage: Optional[String]
-    TargetParameterName: Optional[AutomationParameterKey]
-    Targets: Optional[Targets]
-    TargetMaps: Optional[TargetMaps]
-    ResolvedTargets: Optional[ResolvedTargets]
-    MaxConcurrency: Optional[MaxConcurrency]
-    MaxErrors: Optional[MaxErrors]
-    Target: Optional[String]
-    AutomationType: Optional[AutomationType]
-    AlarmConfiguration: Optional[AlarmConfiguration]
-    TriggeredAlarms: Optional[AlarmStateInformationList]
-    TargetLocationsURL: Optional[TargetLocationsURL]
-    AutomationSubtype: Optional[AutomationSubtype]
-    ScheduledTime: Optional[DateTime]
-    Runbooks: Optional[Runbooks]
-    OpsItemId: Optional[String]
-    AssociationId: Optional[String]
-    ChangeRequestName: Optional[ChangeRequestName]
-
-
-AutomationExecutionMetadataList = List[AutomationExecutionMetadata]
+    AutomationExecutionId: AutomationExecutionId | None
+    DocumentName: DocumentName | None
+    DocumentVersion: DocumentVersion | None
+    AutomationExecutionStatus: AutomationExecutionStatus | None
+    ExecutionStartTime: DateTime | None
+    ExecutionEndTime: DateTime | None
+    ExecutedBy: String | None
+    LogFile: String | None
+    Outputs: AutomationParameterMap | None
+    Mode: ExecutionMode | None
+    ParentAutomationExecutionId: AutomationExecutionId | None
+    CurrentStepName: String | None
+    CurrentAction: String | None
+    FailureMessage: String | None
+    TargetParameterName: AutomationParameterKey | None
+    Targets: Targets | None
+    TargetMaps: TargetMaps | None
+    ResolvedTargets: ResolvedTargets | None
+    MaxConcurrency: MaxConcurrency | None
+    MaxErrors: MaxErrors | None
+    Target: String | None
+    AutomationType: AutomationType | None
+    AlarmConfiguration: AlarmConfiguration | None
+    TriggeredAlarms: AlarmStateInformationList | None
+    TargetLocationsURL: TargetLocationsURL | None
+    AutomationSubtype: AutomationSubtype | None
+    ScheduledTime: DateTime | None
+    Runbooks: Runbooks | None
+    OpsItemId: String | None
+    AssociationId: String | None
+    ChangeRequestName: ChangeRequestName | None
+
+
+AutomationExecutionMetadataList = list[AutomationExecutionMetadata]
 
 
 class TargetPreview(TypedDict, total=False):
-    Count: Optional[Integer]
-    TargetType: Optional[String]
+    Count: Integer | None
+    TargetType: String | None
 
 
-TargetPreviewList = List[TargetPreview]
-RegionList = List[Region]
-StepPreviewMap = Dict[ImpactType, Integer]
+TargetPreviewList = list[TargetPreview]
+RegionList = list[Region]
+StepPreviewMap = dict[ImpactType, Integer]
 
 
 class AutomationExecutionPreview(TypedDict, total=False):
-    StepPreviews: Optional[StepPreviewMap]
-    Regions: Optional[RegionList]
-    TargetPreviews: Optional[TargetPreviewList]
-    TotalAccounts: Optional[Integer]
+    StepPreviews: StepPreviewMap | None
+    Regions: RegionList | None
+    TargetPreviews: TargetPreviewList | None
+    TotalAccounts: Integer | None
 
 
-PatchSourceProductList = List[PatchSourceProduct]
+PatchSourceProductList = list[PatchSourceProduct]
 
 
 class PatchSource(TypedDict, total=False):
@@ -2532,9 +2538,9 @@ class PatchSource(TypedDict, total=False):
     Configuration: PatchSourceConfiguration
 
 
-PatchSourceList = List[PatchSource]
-PatchIdList = List[PatchId]
-PatchFilterValueList = List[PatchFilterValue]
+PatchSourceList = list[PatchSource]
+PatchIdList = list[PatchId]
+PatchFilterValueList = list[PatchFilterValue]
 
 
 class PatchFilter(TypedDict, total=False):
@@ -2542,7 +2548,7 @@ class PatchFilter(TypedDict, total=False):
     Values: PatchFilterValueList
 
 
-PatchFilterList = List[PatchFilter]
+PatchFilterList = list[PatchFilter]
 
 
 class PatchFilterGroup(TypedDict, total=False):
@@ -2551,13 +2557,13 @@ class PatchFilterGroup(TypedDict, total=False):
 
 class PatchRule(TypedDict, total=False):
     PatchFilterGroup: PatchFilterGroup
-    ComplianceLevel: Optional[PatchComplianceLevel]
-    ApproveAfterDays: Optional[ApproveAfterDays]
-    ApproveUntilDate: Optional[PatchStringDateTime]
-    EnableNonSecurity: Optional[Boolean]
+    ComplianceLevel: PatchComplianceLevel | None
+    ApproveAfterDays: ApproveAfterDays | None
+    ApproveUntilDate: PatchStringDateTime | None
+    EnableNonSecurity: Boolean | None
 
 
-PatchRuleList = List[PatchRule]
+PatchRuleList = list[PatchRule]
 
 
 class PatchRuleGroup(TypedDict, total=False):
@@ -2565,24 +2571,24 @@ class PatchRuleGroup(TypedDict, total=False):
 
 
 class BaselineOverride(TypedDict, total=False):
-    OperatingSystem: Optional[OperatingSystem]
-    GlobalFilters: Optional[PatchFilterGroup]
-    ApprovalRules: Optional[PatchRuleGroup]
-    ApprovedPatches: Optional[PatchIdList]
-    ApprovedPatchesComplianceLevel: Optional[PatchComplianceLevel]
-    RejectedPatches: Optional[PatchIdList]
-    RejectedPatchesAction: Optional[PatchAction]
-    ApprovedPatchesEnableNonSecurity: Optional[Boolean]
-    Sources: Optional[PatchSourceList]
-    AvailableSecurityUpdatesComplianceStatus: Optional[PatchComplianceStatus]
+    OperatingSystem: OperatingSystem | None
+    GlobalFilters: PatchFilterGroup | None
+    ApprovalRules: PatchRuleGroup | None
+    ApprovedPatches: PatchIdList | None
+    ApprovedPatchesComplianceLevel: PatchComplianceLevel | None
+    RejectedPatches: PatchIdList | None
+    RejectedPatchesAction: PatchAction | None
+    ApprovedPatchesEnableNonSecurity: Boolean | None
+    Sources: PatchSourceList | None
+    AvailableSecurityUpdatesComplianceStatus: PatchComplianceStatus | None
 
 
-InstanceIdList = List[InstanceId]
+InstanceIdList = list[InstanceId]
 
 
 class CancelCommandRequest(ServiceRequest):
     CommandId: CommandId
-    InstanceIds: Optional[InstanceIdList]
+    InstanceIds: InstanceIdList | None
 
 
 class CancelCommandResult(TypedDict, total=False):
@@ -2594,54 +2600,54 @@ class CancelMaintenanceWindowExecutionRequest(ServiceRequest):
 
 
 class CancelMaintenanceWindowExecutionResult(TypedDict, total=False):
-    WindowExecutionId: Optional[MaintenanceWindowExecutionId]
+    WindowExecutionId: MaintenanceWindowExecutionId | None
 
 
-CategoryEnumList = List[Category]
-CategoryList = List[Category]
+CategoryEnumList = list[Category]
+CategoryList = list[Category]
 
 
 class CloudWatchOutputConfig(TypedDict, total=False):
-    CloudWatchLogGroupName: Optional[CloudWatchLogGroupName]
-    CloudWatchOutputEnabled: Optional[CloudWatchOutputEnabled]
+    CloudWatchLogGroupName: CloudWatchLogGroupName | None
+    CloudWatchOutputEnabled: CloudWatchOutputEnabled | None
 
 
-NotificationEventList = List[NotificationEvent]
+NotificationEventList = list[NotificationEvent]
 
 
 class NotificationConfig(TypedDict, total=False):
-    NotificationArn: Optional[NotificationArn]
-    NotificationEvents: Optional[NotificationEventList]
-    NotificationType: Optional[NotificationType]
+    NotificationArn: NotificationArn | None
+    NotificationEvents: NotificationEventList | None
+    NotificationType: NotificationType | None
 
 
 class Command(TypedDict, total=False):
-    CommandId: Optional[CommandId]
-    DocumentName: Optional[DocumentName]
-    DocumentVersion: Optional[DocumentVersion]
-    Comment: Optional[Comment]
-    ExpiresAfter: Optional[DateTime]
-    Parameters: Optional[Parameters]
-    InstanceIds: Optional[InstanceIdList]
-    Targets: Optional[Targets]
-    RequestedDateTime: Optional[DateTime]
-    Status: Optional[CommandStatus]
-    StatusDetails: Optional[StatusDetails]
-    OutputS3Region: Optional[S3Region]
-    OutputS3BucketName: Optional[S3BucketName]
-    OutputS3KeyPrefix: Optional[S3KeyPrefix]
-    MaxConcurrency: Optional[MaxConcurrency]
-    MaxErrors: Optional[MaxErrors]
-    TargetCount: Optional[TargetCount]
-    CompletedCount: Optional[CompletedCount]
-    ErrorCount: Optional[ErrorCount]
-    DeliveryTimedOutCount: Optional[DeliveryTimedOutCount]
-    ServiceRole: Optional[ServiceRole]
-    NotificationConfig: Optional[NotificationConfig]
-    CloudWatchOutputConfig: Optional[CloudWatchOutputConfig]
-    TimeoutSeconds: Optional[TimeoutSeconds]
-    AlarmConfiguration: Optional[AlarmConfiguration]
-    TriggeredAlarms: Optional[AlarmStateInformationList]
+    CommandId: CommandId | None
+    DocumentName: DocumentName | None
+    DocumentVersion: DocumentVersion | None
+    Comment: Comment | None
+    ExpiresAfter: DateTime | None
+    Parameters: Parameters | None
+    InstanceIds: InstanceIdList | None
+    Targets: Targets | None
+    RequestedDateTime: DateTime | None
+    Status: CommandStatus | None
+    StatusDetails: StatusDetails | None
+    OutputS3Region: S3Region | None
+    OutputS3BucketName: S3BucketName | None
+    OutputS3KeyPrefix: S3KeyPrefix | None
+    MaxConcurrency: MaxConcurrency | None
+    MaxErrors: MaxErrors | None
+    TargetCount: TargetCount | None
+    CompletedCount: CompletedCount | None
+    ErrorCount: ErrorCount | None
+    DeliveryTimedOutCount: DeliveryTimedOutCount | None
+    ServiceRole: ServiceRole | None
+    NotificationConfig: NotificationConfig | None
+    CloudWatchOutputConfig: CloudWatchOutputConfig | None
+    TimeoutSeconds: TimeoutSeconds | None
+    AlarmConfiguration: AlarmConfiguration | None
+    TriggeredAlarms: AlarmStateInformationList | None
 
 
 class CommandFilter(TypedDict, total=False):
@@ -2649,121 +2655,121 @@ class CommandFilter(TypedDict, total=False):
     value: CommandFilterValue
 
 
-CommandFilterList = List[CommandFilter]
+CommandFilterList = list[CommandFilter]
 
 
 class CommandPlugin(TypedDict, total=False):
-    Name: Optional[CommandPluginName]
-    Status: Optional[CommandPluginStatus]
-    StatusDetails: Optional[StatusDetails]
-    ResponseCode: Optional[ResponseCode]
-    ResponseStartDateTime: Optional[DateTime]
-    ResponseFinishDateTime: Optional[DateTime]
-    Output: Optional[CommandPluginOutput]
-    StandardOutputUrl: Optional[Url]
-    StandardErrorUrl: Optional[Url]
-    OutputS3Region: Optional[S3Region]
-    OutputS3BucketName: Optional[S3BucketName]
-    OutputS3KeyPrefix: Optional[S3KeyPrefix]
+    Name: CommandPluginName | None
+    Status: CommandPluginStatus | None
+    StatusDetails: StatusDetails | None
+    ResponseCode: ResponseCode | None
+    ResponseStartDateTime: DateTime | None
+    ResponseFinishDateTime: DateTime | None
+    Output: CommandPluginOutput | None
+    StandardOutputUrl: Url | None
+    StandardErrorUrl: Url | None
+    OutputS3Region: S3Region | None
+    OutputS3BucketName: S3BucketName | None
+    OutputS3KeyPrefix: S3KeyPrefix | None
 
 
-CommandPluginList = List[CommandPlugin]
+CommandPluginList = list[CommandPlugin]
 
 
 class CommandInvocation(TypedDict, total=False):
-    CommandId: Optional[CommandId]
-    InstanceId: Optional[InstanceId]
-    InstanceName: Optional[InstanceTagName]
-    Comment: Optional[Comment]
-    DocumentName: Optional[DocumentName]
-    DocumentVersion: Optional[DocumentVersion]
-    RequestedDateTime: Optional[DateTime]
-    Status: Optional[CommandInvocationStatus]
-    StatusDetails: Optional[StatusDetails]
-    TraceOutput: Optional[InvocationTraceOutput]
-    StandardOutputUrl: Optional[Url]
-    StandardErrorUrl: Optional[Url]
-    CommandPlugins: Optional[CommandPluginList]
-    ServiceRole: Optional[ServiceRole]
-    NotificationConfig: Optional[NotificationConfig]
-    CloudWatchOutputConfig: Optional[CloudWatchOutputConfig]
-
-
-CommandInvocationList = List[CommandInvocation]
-CommandList = List[Command]
+    CommandId: CommandId | None
+    InstanceId: InstanceId | None
+    InstanceName: InstanceTagName | None
+    Comment: Comment | None
+    DocumentName: DocumentName | None
+    DocumentVersion: DocumentVersion | None
+    RequestedDateTime: DateTime | None
+    Status: CommandInvocationStatus | None
+    StatusDetails: StatusDetails | None
+    TraceOutput: InvocationTraceOutput | None
+    StandardOutputUrl: Url | None
+    StandardErrorUrl: Url | None
+    CommandPlugins: CommandPluginList | None
+    ServiceRole: ServiceRole | None
+    NotificationConfig: NotificationConfig | None
+    CloudWatchOutputConfig: CloudWatchOutputConfig | None
+
+
+CommandInvocationList = list[CommandInvocation]
+CommandList = list[Command]
 
 
 class ComplianceExecutionSummary(TypedDict, total=False):
     ExecutionTime: DateTime
-    ExecutionId: Optional[ComplianceExecutionId]
-    ExecutionType: Optional[ComplianceExecutionType]
+    ExecutionId: ComplianceExecutionId | None
+    ExecutionType: ComplianceExecutionType | None
 
 
-ComplianceItemDetails = Dict[AttributeName, AttributeValue]
+ComplianceItemDetails = dict[AttributeName, AttributeValue]
 
 
 class ComplianceItem(TypedDict, total=False):
-    ComplianceType: Optional[ComplianceTypeName]
-    ResourceType: Optional[ComplianceResourceType]
-    ResourceId: Optional[ComplianceResourceId]
-    Id: Optional[ComplianceItemId]
-    Title: Optional[ComplianceItemTitle]
-    Status: Optional[ComplianceStatus]
-    Severity: Optional[ComplianceSeverity]
-    ExecutionSummary: Optional[ComplianceExecutionSummary]
-    Details: Optional[ComplianceItemDetails]
+    ComplianceType: ComplianceTypeName | None
+    ResourceType: ComplianceResourceType | None
+    ResourceId: ComplianceResourceId | None
+    Id: ComplianceItemId | None
+    Title: ComplianceItemTitle | None
+    Status: ComplianceStatus | None
+    Severity: ComplianceSeverity | None
+    ExecutionSummary: ComplianceExecutionSummary | None
+    Details: ComplianceItemDetails | None
 
 
 class ComplianceItemEntry(TypedDict, total=False):
-    Id: Optional[ComplianceItemId]
-    Title: Optional[ComplianceItemTitle]
+    Id: ComplianceItemId | None
+    Title: ComplianceItemTitle | None
     Severity: ComplianceSeverity
     Status: ComplianceStatus
-    Details: Optional[ComplianceItemDetails]
+    Details: ComplianceItemDetails | None
 
 
-ComplianceItemEntryList = List[ComplianceItemEntry]
-ComplianceItemList = List[ComplianceItem]
-ComplianceResourceIdList = List[ComplianceResourceId]
-ComplianceResourceTypeList = List[ComplianceResourceType]
-ComplianceStringFilterValueList = List[ComplianceFilterValue]
+ComplianceItemEntryList = list[ComplianceItemEntry]
+ComplianceItemList = list[ComplianceItem]
+ComplianceResourceIdList = list[ComplianceResourceId]
+ComplianceResourceTypeList = list[ComplianceResourceType]
+ComplianceStringFilterValueList = list[ComplianceFilterValue]
 
 
 class ComplianceStringFilter(TypedDict, total=False):
-    Key: Optional[ComplianceStringFilterKey]
-    Values: Optional[ComplianceStringFilterValueList]
-    Type: Optional[ComplianceQueryOperatorType]
+    Key: ComplianceStringFilterKey | None
+    Values: ComplianceStringFilterValueList | None
+    Type: ComplianceQueryOperatorType | None
 
 
-ComplianceStringFilterList = List[ComplianceStringFilter]
+ComplianceStringFilterList = list[ComplianceStringFilter]
 
 
 class SeveritySummary(TypedDict, total=False):
-    CriticalCount: Optional[ComplianceSummaryCount]
-    HighCount: Optional[ComplianceSummaryCount]
-    MediumCount: Optional[ComplianceSummaryCount]
-    LowCount: Optional[ComplianceSummaryCount]
-    InformationalCount: Optional[ComplianceSummaryCount]
-    UnspecifiedCount: Optional[ComplianceSummaryCount]
+    CriticalCount: ComplianceSummaryCount | None
+    HighCount: ComplianceSummaryCount | None
+    MediumCount: ComplianceSummaryCount | None
+    LowCount: ComplianceSummaryCount | None
+    InformationalCount: ComplianceSummaryCount | None
+    UnspecifiedCount: ComplianceSummaryCount | None
 
 
 class NonCompliantSummary(TypedDict, total=False):
-    NonCompliantCount: Optional[ComplianceSummaryCount]
-    SeveritySummary: Optional[SeveritySummary]
+    NonCompliantCount: ComplianceSummaryCount | None
+    SeveritySummary: SeveritySummary | None
 
 
 class CompliantSummary(TypedDict, total=False):
-    CompliantCount: Optional[ComplianceSummaryCount]
-    SeveritySummary: Optional[SeveritySummary]
+    CompliantCount: ComplianceSummaryCount | None
+    SeveritySummary: SeveritySummary | None
 
 
 class ComplianceSummaryItem(TypedDict, total=False):
-    ComplianceType: Optional[ComplianceTypeName]
-    CompliantSummary: Optional[CompliantSummary]
-    NonCompliantSummary: Optional[NonCompliantSummary]
+    ComplianceType: ComplianceTypeName | None
+    CompliantSummary: CompliantSummary | None
+    NonCompliantSummary: NonCompliantSummary | None
 
 
-ComplianceSummaryItemList = List[ComplianceSummaryItem]
+ComplianceSummaryItemList = list[ComplianceSummaryItem]
 
 
 class RegistrationMetadataItem(TypedDict, total=False):
@@ -2771,48 +2777,48 @@ class RegistrationMetadataItem(TypedDict, total=False):
     Value: RegistrationMetadataValue
 
 
-RegistrationMetadataList = List[RegistrationMetadataItem]
+RegistrationMetadataList = list[RegistrationMetadataItem]
 
 
 class CreateActivationRequest(ServiceRequest):
-    Description: Optional[ActivationDescription]
-    DefaultInstanceName: Optional[DefaultInstanceName]
+    Description: ActivationDescription | None
+    DefaultInstanceName: DefaultInstanceName | None
     IamRole: IamRole
-    RegistrationLimit: Optional[RegistrationLimit]
-    ExpirationDate: Optional[ExpirationDate]
-    Tags: Optional[TagList]
-    RegistrationMetadata: Optional[RegistrationMetadataList]
+    RegistrationLimit: RegistrationLimit | None
+    ExpirationDate: ExpirationDate | None
+    Tags: TagList | None
+    RegistrationMetadata: RegistrationMetadataList | None
 
 
 class CreateActivationResult(TypedDict, total=False):
-    ActivationId: Optional[ActivationId]
-    ActivationCode: Optional[ActivationCode]
+    ActivationId: ActivationId | None
+    ActivationCode: ActivationCode | None
 
 
 class CreateAssociationBatchRequestEntry(TypedDict, total=False):
     Name: DocumentARN
-    InstanceId: Optional[InstanceId]
-    Parameters: Optional[Parameters]
-    AutomationTargetParameterName: Optional[AutomationTargetParameterName]
-    DocumentVersion: Optional[DocumentVersion]
-    Targets: Optional[Targets]
-    ScheduleExpression: Optional[ScheduleExpression]
-    OutputLocation: Optional[InstanceAssociationOutputLocation]
-    AssociationName: Optional[AssociationName]
-    MaxErrors: Optional[MaxErrors]
-    MaxConcurrency: Optional[MaxConcurrency]
-    ComplianceSeverity: Optional[AssociationComplianceSeverity]
-    SyncCompliance: Optional[AssociationSyncCompliance]
-    ApplyOnlyAtCronInterval: Optional[ApplyOnlyAtCronInterval]
-    CalendarNames: Optional[CalendarNameOrARNList]
-    TargetLocations: Optional[TargetLocations]
-    ScheduleOffset: Optional[ScheduleOffset]
-    Duration: Optional[Duration]
-    TargetMaps: Optional[TargetMaps]
-    AlarmConfiguration: Optional[AlarmConfiguration]
-
-
-CreateAssociationBatchRequestEntries = List[CreateAssociationBatchRequestEntry]
+    InstanceId: InstanceId | None
+    Parameters: Parameters | None
+    AutomationTargetParameterName: AutomationTargetParameterName | None
+    DocumentVersion: DocumentVersion | None
+    Targets: Targets | None
+    ScheduleExpression: ScheduleExpression | None
+    OutputLocation: InstanceAssociationOutputLocation | None
+    AssociationName: AssociationName | None
+    MaxErrors: MaxErrors | None
+    MaxConcurrency: MaxConcurrency | None
+    ComplianceSeverity: AssociationComplianceSeverity | None
+    SyncCompliance: AssociationSyncCompliance | None
+    ApplyOnlyAtCronInterval: ApplyOnlyAtCronInterval | None
+    CalendarNames: CalendarNameOrARNList | None
+    TargetLocations: TargetLocations | None
+    ScheduleOffset: ScheduleOffset | None
+    Duration: Duration | None
+    TargetMaps: TargetMaps | None
+    AlarmConfiguration: AlarmConfiguration | None
+
+
+CreateAssociationBatchRequestEntries = list[CreateAssociationBatchRequestEntry]
 
 
 class CreateAssociationBatchRequest(ServiceRequest):
@@ -2820,271 +2826,271 @@ class CreateAssociationBatchRequest(ServiceRequest):
 
 
 class FailedCreateAssociation(TypedDict, total=False):
-    Entry: Optional[CreateAssociationBatchRequestEntry]
-    Message: Optional[BatchErrorMessage]
-    Fault: Optional[Fault]
+    Entry: CreateAssociationBatchRequestEntry | None
+    Message: BatchErrorMessage | None
+    Fault: Fault | None
 
 
-FailedCreateAssociationList = List[FailedCreateAssociation]
+FailedCreateAssociationList = list[FailedCreateAssociation]
 
 
 class CreateAssociationBatchResult(TypedDict, total=False):
-    Successful: Optional[AssociationDescriptionList]
-    Failed: Optional[FailedCreateAssociationList]
+    Successful: AssociationDescriptionList | None
+    Failed: FailedCreateAssociationList | None
 
 
 class CreateAssociationRequest(ServiceRequest):
     Name: DocumentARN
-    DocumentVersion: Optional[DocumentVersion]
-    InstanceId: Optional[InstanceId]
-    Parameters: Optional[Parameters]
-    Targets: Optional[Targets]
-    ScheduleExpression: Optional[ScheduleExpression]
-    OutputLocation: Optional[InstanceAssociationOutputLocation]
-    AssociationName: Optional[AssociationName]
-    AutomationTargetParameterName: Optional[AutomationTargetParameterName]
-    MaxErrors: Optional[MaxErrors]
-    MaxConcurrency: Optional[MaxConcurrency]
-    ComplianceSeverity: Optional[AssociationComplianceSeverity]
-    SyncCompliance: Optional[AssociationSyncCompliance]
-    ApplyOnlyAtCronInterval: Optional[ApplyOnlyAtCronInterval]
-    CalendarNames: Optional[CalendarNameOrARNList]
-    TargetLocations: Optional[TargetLocations]
-    ScheduleOffset: Optional[ScheduleOffset]
-    Duration: Optional[Duration]
-    TargetMaps: Optional[TargetMaps]
-    Tags: Optional[TagList]
-    AlarmConfiguration: Optional[AlarmConfiguration]
+    DocumentVersion: DocumentVersion | None
+    InstanceId: InstanceId | None
+    Parameters: Parameters | None
+    Targets: Targets | None
+    ScheduleExpression: ScheduleExpression | None
+    OutputLocation: InstanceAssociationOutputLocation | None
+    AssociationName: AssociationName | None
+    AutomationTargetParameterName: AutomationTargetParameterName | None
+    MaxErrors: MaxErrors | None
+    MaxConcurrency: MaxConcurrency | None
+    ComplianceSeverity: AssociationComplianceSeverity | None
+    SyncCompliance: AssociationSyncCompliance | None
+    ApplyOnlyAtCronInterval: ApplyOnlyAtCronInterval | None
+    CalendarNames: CalendarNameOrARNList | None
+    TargetLocations: TargetLocations | None
+    ScheduleOffset: ScheduleOffset | None
+    Duration: Duration | None
+    TargetMaps: TargetMaps | None
+    Tags: TagList | None
+    AlarmConfiguration: AlarmConfiguration | None
 
 
 class CreateAssociationResult(TypedDict, total=False):
-    AssociationDescription: Optional[AssociationDescription]
+    AssociationDescription: AssociationDescription | None
 
 
 class DocumentRequires(TypedDict, total=False):
     Name: DocumentARN
-    Version: Optional[DocumentVersion]
-    RequireType: Optional[RequireType]
-    VersionName: Optional[DocumentVersionName]
+    Version: DocumentVersion | None
+    RequireType: RequireType | None
+    VersionName: DocumentVersionName | None
 
 
-DocumentRequiresList = List[DocumentRequires]
+DocumentRequiresList = list[DocumentRequires]
 
 
 class CreateDocumentRequest(ServiceRequest):
     Content: DocumentContent
-    Requires: Optional[DocumentRequiresList]
-    Attachments: Optional[AttachmentsSourceList]
+    Requires: DocumentRequiresList | None
+    Attachments: AttachmentsSourceList | None
     Name: DocumentName
-    DisplayName: Optional[DocumentDisplayName]
-    VersionName: Optional[DocumentVersionName]
-    DocumentType: Optional[DocumentType]
-    DocumentFormat: Optional[DocumentFormat]
-    TargetType: Optional[TargetType]
-    Tags: Optional[TagList]
+    DisplayName: DocumentDisplayName | None
+    VersionName: DocumentVersionName | None
+    DocumentType: DocumentType | None
+    DocumentFormat: DocumentFormat | None
+    TargetType: TargetType | None
+    Tags: TagList | None
 
 
 class ReviewInformation(TypedDict, total=False):
-    ReviewedTime: Optional[DateTime]
-    Status: Optional[ReviewStatus]
-    Reviewer: Optional[Reviewer]
+    ReviewedTime: DateTime | None
+    Status: ReviewStatus | None
+    Reviewer: Reviewer | None
 
 
-ReviewInformationList = List[ReviewInformation]
-PlatformTypeList = List[PlatformType]
+ReviewInformationList = list[ReviewInformation]
+PlatformTypeList = list[PlatformType]
 
 
 class DocumentParameter(TypedDict, total=False):
-    Name: Optional[DocumentParameterName]
-    Type: Optional[DocumentParameterType]
-    Description: Optional[DocumentParameterDescrption]
-    DefaultValue: Optional[DocumentParameterDefaultValue]
+    Name: DocumentParameterName | None
+    Type: DocumentParameterType | None
+    Description: DocumentParameterDescrption | None
+    DefaultValue: DocumentParameterDefaultValue | None
 
 
-DocumentParameterList = List[DocumentParameter]
+DocumentParameterList = list[DocumentParameter]
 
 
 class DocumentDescription(TypedDict, total=False):
-    Sha1: Optional[DocumentSha1]
-    Hash: Optional[DocumentHash]
-    HashType: Optional[DocumentHashType]
-    Name: Optional[DocumentARN]
-    DisplayName: Optional[DocumentDisplayName]
-    VersionName: Optional[DocumentVersionName]
-    Owner: Optional[DocumentOwner]
-    CreatedDate: Optional[DateTime]
-    Status: Optional[DocumentStatus]
-    StatusInformation: Optional[DocumentStatusInformation]
-    DocumentVersion: Optional[DocumentVersion]
-    Description: Optional[DescriptionInDocument]
-    Parameters: Optional[DocumentParameterList]
-    PlatformTypes: Optional[PlatformTypeList]
-    DocumentType: Optional[DocumentType]
-    SchemaVersion: Optional[DocumentSchemaVersion]
-    LatestVersion: Optional[DocumentVersion]
-    DefaultVersion: Optional[DocumentVersion]
-    DocumentFormat: Optional[DocumentFormat]
-    TargetType: Optional[TargetType]
-    Tags: Optional[TagList]
-    AttachmentsInformation: Optional[AttachmentInformationList]
-    Requires: Optional[DocumentRequiresList]
-    Author: Optional[DocumentAuthor]
-    ReviewInformation: Optional[ReviewInformationList]
-    ApprovedVersion: Optional[DocumentVersion]
-    PendingReviewVersion: Optional[DocumentVersion]
-    ReviewStatus: Optional[ReviewStatus]
-    Category: Optional[CategoryList]
-    CategoryEnum: Optional[CategoryEnumList]
+    Sha1: DocumentSha1 | None
+    Hash: DocumentHash | None
+    HashType: DocumentHashType | None
+    Name: DocumentARN | None
+    DisplayName: DocumentDisplayName | None
+    VersionName: DocumentVersionName | None
+    Owner: DocumentOwner | None
+    CreatedDate: DateTime | None
+    Status: DocumentStatus | None
+    StatusInformation: DocumentStatusInformation | None
+    DocumentVersion: DocumentVersion | None
+    Description: DescriptionInDocument | None
+    Parameters: DocumentParameterList | None
+    PlatformTypes: PlatformTypeList | None
+    DocumentType: DocumentType | None
+    SchemaVersion: DocumentSchemaVersion | None
+    LatestVersion: DocumentVersion | None
+    DefaultVersion: DocumentVersion | None
+    DocumentFormat: DocumentFormat | None
+    TargetType: TargetType | None
+    Tags: TagList | None
+    AttachmentsInformation: AttachmentInformationList | None
+    Requires: DocumentRequiresList | None
+    Author: DocumentAuthor | None
+    ReviewInformation: ReviewInformationList | None
+    ApprovedVersion: DocumentVersion | None
+    PendingReviewVersion: DocumentVersion | None
+    ReviewStatus: ReviewStatus | None
+    Category: CategoryList | None
+    CategoryEnum: CategoryEnumList | None
 
 
 class CreateDocumentResult(TypedDict, total=False):
-    DocumentDescription: Optional[DocumentDescription]
+    DocumentDescription: DocumentDescription | None
 
 
 class CreateMaintenanceWindowRequest(ServiceRequest):
     Name: MaintenanceWindowName
-    Description: Optional[MaintenanceWindowDescription]
-    StartDate: Optional[MaintenanceWindowStringDateTime]
-    EndDate: Optional[MaintenanceWindowStringDateTime]
+    Description: MaintenanceWindowDescription | None
+    StartDate: MaintenanceWindowStringDateTime | None
+    EndDate: MaintenanceWindowStringDateTime | None
     Schedule: MaintenanceWindowSchedule
-    ScheduleTimezone: Optional[MaintenanceWindowTimezone]
-    ScheduleOffset: Optional[MaintenanceWindowOffset]
+    ScheduleTimezone: MaintenanceWindowTimezone | None
+    ScheduleOffset: MaintenanceWindowOffset | None
     Duration: MaintenanceWindowDurationHours
     Cutoff: MaintenanceWindowCutoff
     AllowUnassociatedTargets: MaintenanceWindowAllowUnassociatedTargets
-    ClientToken: Optional[ClientToken]
-    Tags: Optional[TagList]
+    ClientToken: ClientToken | None
+    Tags: TagList | None
 
 
 class CreateMaintenanceWindowResult(TypedDict, total=False):
-    WindowId: Optional[MaintenanceWindowId]
+    WindowId: MaintenanceWindowId | None
 
 
 class RelatedOpsItem(TypedDict, total=False):
     OpsItemId: String
 
 
-RelatedOpsItems = List[RelatedOpsItem]
+RelatedOpsItems = list[RelatedOpsItem]
 
 
 class OpsItemNotification(TypedDict, total=False):
-    Arn: Optional[String]
+    Arn: String | None
 
 
-OpsItemNotifications = List[OpsItemNotification]
+OpsItemNotifications = list[OpsItemNotification]
 
 
 class OpsItemDataValue(TypedDict, total=False):
-    Value: Optional[OpsItemDataValueString]
-    Type: Optional[OpsItemDataType]
+    Value: OpsItemDataValueString | None
+    Type: OpsItemDataType | None
 
 
-OpsItemOperationalData = Dict[OpsItemDataKey, OpsItemDataValue]
+OpsItemOperationalData = dict[OpsItemDataKey, OpsItemDataValue]
 
 
 class CreateOpsItemRequest(ServiceRequest):
     Description: OpsItemDescription
-    OpsItemType: Optional[OpsItemType]
-    OperationalData: Optional[OpsItemOperationalData]
-    Notifications: Optional[OpsItemNotifications]
-    Priority: Optional[OpsItemPriority]
-    RelatedOpsItems: Optional[RelatedOpsItems]
+    OpsItemType: OpsItemType | None
+    OperationalData: OpsItemOperationalData | None
+    Notifications: OpsItemNotifications | None
+    Priority: OpsItemPriority | None
+    RelatedOpsItems: RelatedOpsItems | None
     Source: OpsItemSource
     Title: OpsItemTitle
-    Tags: Optional[TagList]
-    Category: Optional[OpsItemCategory]
-    Severity: Optional[OpsItemSeverity]
-    ActualStartTime: Optional[DateTime]
-    ActualEndTime: Optional[DateTime]
-    PlannedStartTime: Optional[DateTime]
-    PlannedEndTime: Optional[DateTime]
-    AccountId: Optional[OpsItemAccountId]
+    Tags: TagList | None
+    Category: OpsItemCategory | None
+    Severity: OpsItemSeverity | None
+    ActualStartTime: DateTime | None
+    ActualEndTime: DateTime | None
+    PlannedStartTime: DateTime | None
+    PlannedEndTime: DateTime | None
+    AccountId: OpsItemAccountId | None
 
 
 class CreateOpsItemResponse(TypedDict, total=False):
-    OpsItemId: Optional[String]
-    OpsItemArn: Optional[OpsItemArn]
+    OpsItemId: String | None
+    OpsItemArn: OpsItemArn | None
 
 
 class MetadataValue(TypedDict, total=False):
-    Value: Optional[MetadataValueString]
+    Value: MetadataValueString | None
 
 
-MetadataMap = Dict[MetadataKey, MetadataValue]
+MetadataMap = dict[MetadataKey, MetadataValue]
 
 
 class CreateOpsMetadataRequest(ServiceRequest):
     ResourceId: OpsMetadataResourceId
-    Metadata: Optional[MetadataMap]
-    Tags: Optional[TagList]
+    Metadata: MetadataMap | None
+    Tags: TagList | None
 
 
 class CreateOpsMetadataResult(TypedDict, total=False):
-    OpsMetadataArn: Optional[OpsMetadataArn]
+    OpsMetadataArn: OpsMetadataArn | None
 
 
 class CreatePatchBaselineRequest(ServiceRequest):
-    OperatingSystem: Optional[OperatingSystem]
+    OperatingSystem: OperatingSystem | None
     Name: BaselineName
-    GlobalFilters: Optional[PatchFilterGroup]
-    ApprovalRules: Optional[PatchRuleGroup]
-    ApprovedPatches: Optional[PatchIdList]
-    ApprovedPatchesComplianceLevel: Optional[PatchComplianceLevel]
-    ApprovedPatchesEnableNonSecurity: Optional[Boolean]
-    RejectedPatches: Optional[PatchIdList]
-    RejectedPatchesAction: Optional[PatchAction]
-    Description: Optional[BaselineDescription]
-    Sources: Optional[PatchSourceList]
-    AvailableSecurityUpdatesComplianceStatus: Optional[PatchComplianceStatus]
-    ClientToken: Optional[ClientToken]
-    Tags: Optional[TagList]
+    GlobalFilters: PatchFilterGroup | None
+    ApprovalRules: PatchRuleGroup | None
+    ApprovedPatches: PatchIdList | None
+    ApprovedPatchesComplianceLevel: PatchComplianceLevel | None
+    ApprovedPatchesEnableNonSecurity: Boolean | None
+    RejectedPatches: PatchIdList | None
+    RejectedPatchesAction: PatchAction | None
+    Description: BaselineDescription | None
+    Sources: PatchSourceList | None
+    AvailableSecurityUpdatesComplianceStatus: PatchComplianceStatus | None
+    ClientToken: ClientToken | None
+    Tags: TagList | None
 
 
 class CreatePatchBaselineResult(TypedDict, total=False):
-    BaselineId: Optional[BaselineId]
+    BaselineId: BaselineId | None
 
 
-ResourceDataSyncSourceRegionList = List[ResourceDataSyncSourceRegion]
+ResourceDataSyncSourceRegionList = list[ResourceDataSyncSourceRegion]
 
 
 class ResourceDataSyncOrganizationalUnit(TypedDict, total=False):
-    OrganizationalUnitId: Optional[ResourceDataSyncOrganizationalUnitId]
+    OrganizationalUnitId: ResourceDataSyncOrganizationalUnitId | None
 
 
-ResourceDataSyncOrganizationalUnitList = List[ResourceDataSyncOrganizationalUnit]
+ResourceDataSyncOrganizationalUnitList = list[ResourceDataSyncOrganizationalUnit]
 
 
 class ResourceDataSyncAwsOrganizationsSource(TypedDict, total=False):
     OrganizationSourceType: ResourceDataSyncOrganizationSourceType
-    OrganizationalUnits: Optional[ResourceDataSyncOrganizationalUnitList]
+    OrganizationalUnits: ResourceDataSyncOrganizationalUnitList | None
 
 
 class ResourceDataSyncSource(TypedDict, total=False):
     SourceType: ResourceDataSyncSourceType
-    AwsOrganizationsSource: Optional[ResourceDataSyncAwsOrganizationsSource]
+    AwsOrganizationsSource: ResourceDataSyncAwsOrganizationsSource | None
     SourceRegions: ResourceDataSyncSourceRegionList
-    IncludeFutureRegions: Optional[ResourceDataSyncIncludeFutureRegions]
-    EnableAllOpsDataSources: Optional[ResourceDataSyncEnableAllOpsDataSources]
+    IncludeFutureRegions: ResourceDataSyncIncludeFutureRegions | None
+    EnableAllOpsDataSources: ResourceDataSyncEnableAllOpsDataSources | None
 
 
 class ResourceDataSyncDestinationDataSharing(TypedDict, total=False):
-    DestinationDataSharingType: Optional[ResourceDataSyncDestinationDataSharingType]
+    DestinationDataSharingType: ResourceDataSyncDestinationDataSharingType | None
 
 
 class ResourceDataSyncS3Destination(TypedDict, total=False):
     BucketName: ResourceDataSyncS3BucketName
-    Prefix: Optional[ResourceDataSyncS3Prefix]
+    Prefix: ResourceDataSyncS3Prefix | None
     SyncFormat: ResourceDataSyncS3Format
     Region: ResourceDataSyncS3Region
-    AWSKMSKeyARN: Optional[ResourceDataSyncAWSKMSKeyARN]
-    DestinationDataSharing: Optional[ResourceDataSyncDestinationDataSharing]
+    AWSKMSKeyARN: ResourceDataSyncAWSKMSKeyARN | None
+    DestinationDataSharing: ResourceDataSyncDestinationDataSharing | None
 
 
 class CreateResourceDataSyncRequest(ServiceRequest):
     SyncName: ResourceDataSyncName
-    S3Destination: Optional[ResourceDataSyncS3Destination]
-    SyncType: Optional[ResourceDataSyncType]
-    SyncSource: Optional[ResourceDataSyncSource]
+    S3Destination: ResourceDataSyncS3Destination | None
+    SyncType: ResourceDataSyncType | None
+    SyncSource: ResourceDataSyncSource | None
 
 
 class CreateResourceDataSyncResult(TypedDict, total=False):
@@ -3107,9 +3113,9 @@ class DeleteActivationResult(TypedDict, total=False):
 
 
 class DeleteAssociationRequest(ServiceRequest):
-    Name: Optional[DocumentARN]
-    InstanceId: Optional[InstanceId]
-    AssociationId: Optional[AssociationId]
+    Name: DocumentARN | None
+    InstanceId: InstanceId | None
+    AssociationId: AssociationId | None
 
 
 class DeleteAssociationResult(TypedDict, total=False):
@@ -3118,9 +3124,9 @@ class DeleteAssociationResult(TypedDict, total=False):
 
 class DeleteDocumentRequest(ServiceRequest):
     Name: DocumentName
-    DocumentVersion: Optional[DocumentVersion]
-    VersionName: Optional[DocumentVersionName]
-    Force: Optional[Boolean]
+    DocumentVersion: DocumentVersion | None
+    VersionName: DocumentVersionName | None
+    Force: Boolean | None
 
 
 class DeleteDocumentResult(TypedDict, total=False):
@@ -3129,30 +3135,30 @@ class DeleteDocumentResult(TypedDict, total=False):
 
 class DeleteInventoryRequest(ServiceRequest):
     TypeName: InventoryItemTypeName
-    SchemaDeleteOption: Optional[InventorySchemaDeleteOption]
-    DryRun: Optional[DryRun]
-    ClientToken: Optional[UUID]
+    SchemaDeleteOption: InventorySchemaDeleteOption | None
+    DryRun: DryRun | None
+    ClientToken: UUID | None
 
 
 class InventoryDeletionSummaryItem(TypedDict, total=False):
-    Version: Optional[InventoryItemSchemaVersion]
-    Count: Optional[ResourceCount]
-    RemainingCount: Optional[RemainingCount]
+    Version: InventoryItemSchemaVersion | None
+    Count: ResourceCount | None
+    RemainingCount: RemainingCount | None
 
 
-InventoryDeletionSummaryItems = List[InventoryDeletionSummaryItem]
+InventoryDeletionSummaryItems = list[InventoryDeletionSummaryItem]
 
 
 class InventoryDeletionSummary(TypedDict, total=False):
-    TotalCount: Optional[TotalCount]
-    RemainingCount: Optional[RemainingCount]
-    SummaryItems: Optional[InventoryDeletionSummaryItems]
+    TotalCount: TotalCount | None
+    RemainingCount: RemainingCount | None
+    SummaryItems: InventoryDeletionSummaryItems | None
 
 
 class DeleteInventoryResult(TypedDict, total=False):
-    DeletionId: Optional[UUID]
-    TypeName: Optional[InventoryItemTypeName]
-    DeletionSummary: Optional[InventoryDeletionSummary]
+    DeletionId: UUID | None
+    TypeName: InventoryItemTypeName | None
+    DeletionSummary: InventoryDeletionSummary | None
 
 
 class DeleteMaintenanceWindowRequest(ServiceRequest):
@@ -3160,7 +3166,7 @@ class DeleteMaintenanceWindowRequest(ServiceRequest):
 
 
 class DeleteMaintenanceWindowResult(TypedDict, total=False):
-    WindowId: Optional[MaintenanceWindowId]
+    WindowId: MaintenanceWindowId | None
 
 
 class DeleteOpsItemRequest(ServiceRequest):
@@ -3187,7 +3193,7 @@ class DeleteParameterResult(TypedDict, total=False):
     pass
 
 
-ParameterNameList = List[PSParameterName]
+ParameterNameList = list[PSParameterName]
 
 
 class DeleteParametersRequest(ServiceRequest):
@@ -3195,8 +3201,8 @@ class DeleteParametersRequest(ServiceRequest):
 
 
 class DeleteParametersResult(TypedDict, total=False):
-    DeletedParameters: Optional[ParameterNameList]
-    InvalidParameters: Optional[ParameterNameList]
+    DeletedParameters: ParameterNameList | None
+    InvalidParameters: ParameterNameList | None
 
 
 class DeletePatchBaselineRequest(ServiceRequest):
@@ -3204,12 +3210,12 @@ class DeletePatchBaselineRequest(ServiceRequest):
 
 
 class DeletePatchBaselineResult(TypedDict, total=False):
-    BaselineId: Optional[BaselineId]
+    BaselineId: BaselineId | None
 
 
 class DeleteResourceDataSyncRequest(ServiceRequest):
     SyncName: ResourceDataSyncName
-    SyncType: Optional[ResourceDataSyncType]
+    SyncType: ResourceDataSyncType | None
 
 
 class DeleteResourceDataSyncResult(TypedDict, total=False):
@@ -3240,19 +3246,19 @@ class DeregisterPatchBaselineForPatchGroupRequest(ServiceRequest):
 
 
 class DeregisterPatchBaselineForPatchGroupResult(TypedDict, total=False):
-    BaselineId: Optional[BaselineId]
-    PatchGroup: Optional[PatchGroup]
+    BaselineId: BaselineId | None
+    PatchGroup: PatchGroup | None
 
 
 class DeregisterTargetFromMaintenanceWindowRequest(ServiceRequest):
     WindowId: MaintenanceWindowId
     WindowTargetId: MaintenanceWindowTargetId
-    Safe: Optional[Boolean]
+    Safe: Boolean | None
 
 
 class DeregisterTargetFromMaintenanceWindowResult(TypedDict, total=False):
-    WindowId: Optional[MaintenanceWindowId]
-    WindowTargetId: Optional[MaintenanceWindowTargetId]
+    WindowId: MaintenanceWindowId | None
+    WindowTargetId: MaintenanceWindowTargetId | None
 
 
 class DeregisterTaskFromMaintenanceWindowRequest(ServiceRequest):
@@ -3261,80 +3267,80 @@ class DeregisterTaskFromMaintenanceWindowRequest(ServiceRequest):
 
 
 class DeregisterTaskFromMaintenanceWindowResult(TypedDict, total=False):
-    WindowId: Optional[MaintenanceWindowId]
-    WindowTaskId: Optional[MaintenanceWindowTaskId]
+    WindowId: MaintenanceWindowId | None
+    WindowTaskId: MaintenanceWindowTaskId | None
 
 
-StringList = List[String]
+StringList = list[String]
 
 
 class DescribeActivationsFilter(TypedDict, total=False):
-    FilterKey: Optional[DescribeActivationsFilterKeys]
-    FilterValues: Optional[StringList]
+    FilterKey: DescribeActivationsFilterKeys | None
+    FilterValues: StringList | None
 
 
-DescribeActivationsFilterList = List[DescribeActivationsFilter]
+DescribeActivationsFilterList = list[DescribeActivationsFilter]
 
 
 class DescribeActivationsRequest(ServiceRequest):
-    Filters: Optional[DescribeActivationsFilterList]
-    MaxResults: Optional[MaxResults]
-    NextToken: Optional[NextToken]
+    Filters: DescribeActivationsFilterList | None
+    MaxResults: MaxResults | None
+    NextToken: NextToken | None
 
 
 class DescribeActivationsResult(TypedDict, total=False):
-    ActivationList: Optional[ActivationList]
-    NextToken: Optional[NextToken]
+    ActivationList: ActivationList | None
+    NextToken: NextToken | None
 
 
 class DescribeAssociationExecutionTargetsRequest(ServiceRequest):
     AssociationId: AssociationId
     ExecutionId: AssociationExecutionId
-    Filters: Optional[AssociationExecutionTargetsFilterList]
-    MaxResults: Optional[MaxResults]
-    NextToken: Optional[NextToken]
+    Filters: AssociationExecutionTargetsFilterList | None
+    MaxResults: MaxResults | None
+    NextToken: NextToken | None
 
 
 class DescribeAssociationExecutionTargetsResult(TypedDict, total=False):
-    AssociationExecutionTargets: Optional[AssociationExecutionTargetsList]
-    NextToken: Optional[NextToken]
+    AssociationExecutionTargets: AssociationExecutionTargetsList | None
+    NextToken: NextToken | None
 
 
 class DescribeAssociationExecutionsRequest(ServiceRequest):
     AssociationId: AssociationId
-    Filters: Optional[AssociationExecutionFilterList]
-    MaxResults: Optional[MaxResults]
-    NextToken: Optional[NextToken]
+    Filters: AssociationExecutionFilterList | None
+    MaxResults: MaxResults | None
+    NextToken: NextToken | None
 
 
 class DescribeAssociationExecutionsResult(TypedDict, total=False):
-    AssociationExecutions: Optional[AssociationExecutionsList]
-    NextToken: Optional[NextToken]
+    AssociationExecutions: AssociationExecutionsList | None
+    NextToken: NextToken | None
 
 
 class DescribeAssociationRequest(ServiceRequest):
-    Name: Optional[DocumentARN]
-    InstanceId: Optional[InstanceId]
-    AssociationId: Optional[AssociationId]
-    AssociationVersion: Optional[AssociationVersion]
+    Name: DocumentARN | None
+    InstanceId: InstanceId | None
+    AssociationId: AssociationId | None
+    AssociationVersion: AssociationVersion | None
 
 
 class DescribeAssociationResult(TypedDict, total=False):
-    AssociationDescription: Optional[AssociationDescription]
+    AssociationDescription: AssociationDescription | None
 
 
 class DescribeAutomationExecutionsRequest(ServiceRequest):
-    Filters: Optional[AutomationExecutionFilterList]
-    MaxResults: Optional[MaxResults]
-    NextToken: Optional[NextToken]
+    Filters: AutomationExecutionFilterList | None
+    MaxResults: MaxResults | None
+    NextToken: NextToken | None
 
 
 class DescribeAutomationExecutionsResult(TypedDict, total=False):
-    AutomationExecutionMetadataList: Optional[AutomationExecutionMetadataList]
-    NextToken: Optional[NextToken]
+    AutomationExecutionMetadataList: AutomationExecutionMetadataList | None
+    NextToken: NextToken | None
 
 
-StepExecutionFilterValueList = List[StepExecutionFilterValue]
+StepExecutionFilterValueList = list[StepExecutionFilterValue]
 
 
 class StepExecutionFilter(TypedDict, total=False):
@@ -3342,185 +3348,185 @@ class StepExecutionFilter(TypedDict, total=False):
     Values: StepExecutionFilterValueList
 
 
-StepExecutionFilterList = List[StepExecutionFilter]
+StepExecutionFilterList = list[StepExecutionFilter]
 
 
 class DescribeAutomationStepExecutionsRequest(ServiceRequest):
     AutomationExecutionId: AutomationExecutionId
-    Filters: Optional[StepExecutionFilterList]
-    NextToken: Optional[NextToken]
-    MaxResults: Optional[MaxResults]
-    ReverseOrder: Optional[Boolean]
+    Filters: StepExecutionFilterList | None
+    NextToken: NextToken | None
+    MaxResults: MaxResults | None
+    ReverseOrder: Boolean | None
 
 
 class DescribeAutomationStepExecutionsResult(TypedDict, total=False):
-    StepExecutions: Optional[StepExecutionList]
-    NextToken: Optional[NextToken]
+    StepExecutions: StepExecutionList | None
+    NextToken: NextToken | None
 
 
-PatchOrchestratorFilterValues = List[PatchOrchestratorFilterValue]
+PatchOrchestratorFilterValues = list[PatchOrchestratorFilterValue]
 
 
 class PatchOrchestratorFilter(TypedDict, total=False):
-    Key: Optional[PatchOrchestratorFilterKey]
-    Values: Optional[PatchOrchestratorFilterValues]
+    Key: PatchOrchestratorFilterKey | None
+    Values: PatchOrchestratorFilterValues | None
 
 
-PatchOrchestratorFilterList = List[PatchOrchestratorFilter]
+PatchOrchestratorFilterList = list[PatchOrchestratorFilter]
 
 
 class DescribeAvailablePatchesRequest(ServiceRequest):
-    Filters: Optional[PatchOrchestratorFilterList]
-    MaxResults: Optional[PatchBaselineMaxResults]
-    NextToken: Optional[NextToken]
+    Filters: PatchOrchestratorFilterList | None
+    MaxResults: PatchBaselineMaxResults | None
+    NextToken: NextToken | None
 
 
-PatchCVEIdList = List[PatchCVEId]
-PatchBugzillaIdList = List[PatchBugzillaId]
-PatchAdvisoryIdList = List[PatchAdvisoryId]
+PatchCVEIdList = list[PatchCVEId]
+PatchBugzillaIdList = list[PatchBugzillaId]
+PatchAdvisoryIdList = list[PatchAdvisoryId]
 
 
 class Patch(TypedDict, total=False):
-    Id: Optional[PatchId]
-    ReleaseDate: Optional[DateTime]
-    Title: Optional[PatchTitle]
-    Description: Optional[PatchDescription]
-    ContentUrl: Optional[PatchContentUrl]
-    Vendor: Optional[PatchVendor]
-    ProductFamily: Optional[PatchProductFamily]
-    Product: Optional[PatchProduct]
-    Classification: Optional[PatchClassification]
-    MsrcSeverity: Optional[PatchMsrcSeverity]
-    KbNumber: Optional[PatchKbNumber]
-    MsrcNumber: Optional[PatchMsrcNumber]
-    Language: Optional[PatchLanguage]
-    AdvisoryIds: Optional[PatchAdvisoryIdList]
-    BugzillaIds: Optional[PatchBugzillaIdList]
-    CVEIds: Optional[PatchCVEIdList]
-    Name: Optional[PatchName]
-    Epoch: Optional[PatchEpoch]
-    Version: Optional[PatchVersion]
-    Release: Optional[PatchRelease]
-    Arch: Optional[PatchArch]
-    Severity: Optional[PatchSeverity]
-    Repository: Optional[PatchRepository]
-
-
-PatchList = List[Patch]
+    Id: PatchId | None
+    ReleaseDate: DateTime | None
+    Title: PatchTitle | None
+    Description: PatchDescription | None
+    ContentUrl: PatchContentUrl | None
+    Vendor: PatchVendor | None
+    ProductFamily: PatchProductFamily | None
+    Product: PatchProduct | None
+    Classification: PatchClassification | None
+    MsrcSeverity: PatchMsrcSeverity | None
+    KbNumber: PatchKbNumber | None
+    MsrcNumber: PatchMsrcNumber | None
+    Language: PatchLanguage | None
+    AdvisoryIds: PatchAdvisoryIdList | None
+    BugzillaIds: PatchBugzillaIdList | None
+    CVEIds: PatchCVEIdList | None
+    Name: PatchName | None
+    Epoch: PatchEpoch | None
+    Version: PatchVersion | None
+    Release: PatchRelease | None
+    Arch: PatchArch | None
+    Severity: PatchSeverity | None
+    Repository: PatchRepository | None
+
+
+PatchList = list[Patch]
 
 
 class DescribeAvailablePatchesResult(TypedDict, total=False):
-    Patches: Optional[PatchList]
-    NextToken: Optional[NextToken]
+    Patches: PatchList | None
+    NextToken: NextToken | None
 
 
 class DescribeDocumentPermissionRequest(ServiceRequest):
     Name: DocumentName
     PermissionType: DocumentPermissionType
-    MaxResults: Optional[DocumentPermissionMaxResults]
-    NextToken: Optional[NextToken]
+    MaxResults: DocumentPermissionMaxResults | None
+    NextToken: NextToken | None
 
 
 class DescribeDocumentPermissionResponse(TypedDict, total=False):
-    AccountIds: Optional[AccountIdList]
-    AccountSharingInfoList: Optional[AccountSharingInfoList]
-    NextToken: Optional[NextToken]
+    AccountIds: AccountIdList | None
+    AccountSharingInfoList: AccountSharingInfoList | None
+    NextToken: NextToken | None
 
 
 class DescribeDocumentRequest(ServiceRequest):
     Name: DocumentARN
-    DocumentVersion: Optional[DocumentVersion]
-    VersionName: Optional[DocumentVersionName]
+    DocumentVersion: DocumentVersion | None
+    VersionName: DocumentVersionName | None
 
 
 class DescribeDocumentResult(TypedDict, total=False):
-    Document: Optional[DocumentDescription]
+    Document: DocumentDescription | None
 
 
 class DescribeEffectiveInstanceAssociationsRequest(ServiceRequest):
     InstanceId: InstanceId
-    MaxResults: Optional[EffectiveInstanceAssociationMaxResults]
-    NextToken: Optional[NextToken]
+    MaxResults: EffectiveInstanceAssociationMaxResults | None
+    NextToken: NextToken | None
 
 
 class InstanceAssociation(TypedDict, total=False):
-    AssociationId: Optional[AssociationId]
-    InstanceId: Optional[InstanceId]
-    Content: Optional[DocumentContent]
-    AssociationVersion: Optional[AssociationVersion]
+    AssociationId: AssociationId | None
+    InstanceId: InstanceId | None
+    Content: DocumentContent | None
+    AssociationVersion: AssociationVersion | None
 
 
-InstanceAssociationList = List[InstanceAssociation]
+InstanceAssociationList = list[InstanceAssociation]
 
 
 class DescribeEffectiveInstanceAssociationsResult(TypedDict, total=False):
-    Associations: Optional[InstanceAssociationList]
-    NextToken: Optional[NextToken]
+    Associations: InstanceAssociationList | None
+    NextToken: NextToken | None
 
 
 class DescribeEffectivePatchesForPatchBaselineRequest(ServiceRequest):
     BaselineId: BaselineId
-    MaxResults: Optional[PatchBaselineMaxResults]
-    NextToken: Optional[NextToken]
+    MaxResults: PatchBaselineMaxResults | None
+    NextToken: NextToken | None
 
 
 class PatchStatus(TypedDict, total=False):
-    DeploymentStatus: Optional[PatchDeploymentStatus]
-    ComplianceLevel: Optional[PatchComplianceLevel]
-    ApprovalDate: Optional[DateTime]
+    DeploymentStatus: PatchDeploymentStatus | None
+    ComplianceLevel: PatchComplianceLevel | None
+    ApprovalDate: DateTime | None
 
 
 class EffectivePatch(TypedDict, total=False):
-    Patch: Optional[Patch]
-    PatchStatus: Optional[PatchStatus]
+    Patch: Patch | None
+    PatchStatus: PatchStatus | None
 
 
-EffectivePatchList = List[EffectivePatch]
+EffectivePatchList = list[EffectivePatch]
 
 
 class DescribeEffectivePatchesForPatchBaselineResult(TypedDict, total=False):
-    EffectivePatches: Optional[EffectivePatchList]
-    NextToken: Optional[NextToken]
+    EffectivePatches: EffectivePatchList | None
+    NextToken: NextToken | None
 
 
 class DescribeInstanceAssociationsStatusRequest(ServiceRequest):
     InstanceId: InstanceId
-    MaxResults: Optional[MaxResults]
-    NextToken: Optional[NextToken]
+    MaxResults: MaxResults | None
+    NextToken: NextToken | None
 
 
 class S3OutputUrl(TypedDict, total=False):
-    OutputUrl: Optional[Url]
+    OutputUrl: Url | None
 
 
 class InstanceAssociationOutputUrl(TypedDict, total=False):
-    S3OutputUrl: Optional[S3OutputUrl]
+    S3OutputUrl: S3OutputUrl | None
 
 
 class InstanceAssociationStatusInfo(TypedDict, total=False):
-    AssociationId: Optional[AssociationId]
-    Name: Optional[DocumentARN]
-    DocumentVersion: Optional[DocumentVersion]
-    AssociationVersion: Optional[AssociationVersion]
-    InstanceId: Optional[InstanceId]
-    ExecutionDate: Optional[DateTime]
-    Status: Optional[StatusName]
-    DetailedStatus: Optional[StatusName]
-    ExecutionSummary: Optional[InstanceAssociationExecutionSummary]
-    ErrorCode: Optional[AgentErrorCode]
-    OutputUrl: Optional[InstanceAssociationOutputUrl]
-    AssociationName: Optional[AssociationName]
+    AssociationId: AssociationId | None
+    Name: DocumentARN | None
+    DocumentVersion: DocumentVersion | None
+    AssociationVersion: AssociationVersion | None
+    InstanceId: InstanceId | None
+    ExecutionDate: DateTime | None
+    Status: StatusName | None
+    DetailedStatus: StatusName | None
+    ExecutionSummary: InstanceAssociationExecutionSummary | None
+    ErrorCode: AgentErrorCode | None
+    OutputUrl: InstanceAssociationOutputUrl | None
+    AssociationName: AssociationName | None
 
 
-InstanceAssociationStatusInfos = List[InstanceAssociationStatusInfo]
+InstanceAssociationStatusInfos = list[InstanceAssociationStatusInfo]
 
 
 class DescribeInstanceAssociationsStatusResult(TypedDict, total=False):
-    InstanceAssociationStatusInfos: Optional[InstanceAssociationStatusInfos]
-    NextToken: Optional[NextToken]
+    InstanceAssociationStatusInfos: InstanceAssociationStatusInfos | None
+    NextToken: NextToken | None
 
 
-InstanceInformationFilterValueSet = List[InstanceInformationFilterValue]
+InstanceInformationFilterValueSet = list[InstanceInformationFilterValue]
 
 
 class InstanceInformationStringFilter(TypedDict, total=False):
@@ -3528,7 +3534,7 @@ class InstanceInformationStringFilter(TypedDict, total=False):
     Values: InstanceInformationFilterValueSet
 
 
-InstanceInformationStringFilterList = List[InstanceInformationStringFilter]
+InstanceInformationStringFilterList = list[InstanceInformationStringFilter]
 
 
 class InstanceInformationFilter(TypedDict, total=False):
@@ -3536,57 +3542,57 @@ class InstanceInformationFilter(TypedDict, total=False):
     valueSet: InstanceInformationFilterValueSet
 
 
-InstanceInformationFilterList = List[InstanceInformationFilter]
+InstanceInformationFilterList = list[InstanceInformationFilter]
 
 
 class DescribeInstanceInformationRequest(ServiceRequest):
-    InstanceInformationFilterList: Optional[InstanceInformationFilterList]
-    Filters: Optional[InstanceInformationStringFilterList]
-    MaxResults: Optional[MaxResultsEC2Compatible]
-    NextToken: Optional[NextToken]
+    InstanceInformationFilterList: InstanceInformationFilterList | None
+    Filters: InstanceInformationStringFilterList | None
+    MaxResults: MaxResultsEC2Compatible | None
+    NextToken: NextToken | None
 
 
-InstanceAssociationStatusAggregatedCount = Dict[StatusName, InstanceCount]
+InstanceAssociationStatusAggregatedCount = dict[StatusName, InstanceCount]
 
 
 class InstanceAggregatedAssociationOverview(TypedDict, total=False):
-    DetailedStatus: Optional[StatusName]
-    InstanceAssociationStatusAggregatedCount: Optional[InstanceAssociationStatusAggregatedCount]
+    DetailedStatus: StatusName | None
+    InstanceAssociationStatusAggregatedCount: InstanceAssociationStatusAggregatedCount | None
 
 
 class InstanceInformation(TypedDict, total=False):
-    InstanceId: Optional[InstanceId]
-    PingStatus: Optional[PingStatus]
-    LastPingDateTime: Optional[DateTime]
-    AgentVersion: Optional[Version]
-    IsLatestVersion: Optional[Boolean]
-    PlatformType: Optional[PlatformType]
-    PlatformName: Optional[String]
-    PlatformVersion: Optional[String]
-    ActivationId: Optional[ActivationId]
-    IamRole: Optional[IamRole]
-    RegistrationDate: Optional[DateTime]
-    ResourceType: Optional[ResourceType]
-    Name: Optional[String]
-    IPAddress: Optional[IPAddress]
-    ComputerName: Optional[ComputerName]
-    AssociationStatus: Optional[StatusName]
-    LastAssociationExecutionDate: Optional[DateTime]
-    LastSuccessfulAssociationExecutionDate: Optional[DateTime]
-    AssociationOverview: Optional[InstanceAggregatedAssociationOverview]
-    SourceId: Optional[SourceId]
-    SourceType: Optional[SourceType]
-
-
-InstanceInformationList = List[InstanceInformation]
+    InstanceId: InstanceId | None
+    PingStatus: PingStatus | None
+    LastPingDateTime: DateTime | None
+    AgentVersion: Version | None
+    IsLatestVersion: Boolean | None
+    PlatformType: PlatformType | None
+    PlatformName: String | None
+    PlatformVersion: String | None
+    ActivationId: ActivationId | None
+    IamRole: IamRole | None
+    RegistrationDate: DateTime | None
+    ResourceType: ResourceType | None
+    Name: String | None
+    IPAddress: IPAddress | None
+    ComputerName: ComputerName | None
+    AssociationStatus: StatusName | None
+    LastAssociationExecutionDate: DateTime | None
+    LastSuccessfulAssociationExecutionDate: DateTime | None
+    AssociationOverview: InstanceAggregatedAssociationOverview | None
+    SourceId: SourceId | None
+    SourceType: SourceType | None
+
+
+InstanceInformationList = list[InstanceInformation]
 
 
 class DescribeInstanceInformationResult(TypedDict, total=False):
-    InstanceInformationList: Optional[InstanceInformationList]
-    NextToken: Optional[NextToken]
+    InstanceInformationList: InstanceInformationList | None
+    NextToken: NextToken | None
 
 
-InstancePatchStateFilterValues = List[InstancePatchStateFilterValue]
+InstancePatchStateFilterValues = list[InstancePatchStateFilterValue]
 
 
 class InstancePatchStateFilter(TypedDict, total=False):
@@ -3595,69 +3601,69 @@ class InstancePatchStateFilter(TypedDict, total=False):
     Type: InstancePatchStateOperatorType
 
 
-InstancePatchStateFilterList = List[InstancePatchStateFilter]
+InstancePatchStateFilterList = list[InstancePatchStateFilter]
 
 
 class DescribeInstancePatchStatesForPatchGroupRequest(ServiceRequest):
     PatchGroup: PatchGroup
-    Filters: Optional[InstancePatchStateFilterList]
-    NextToken: Optional[NextToken]
-    MaxResults: Optional[PatchComplianceMaxResults]
+    Filters: InstancePatchStateFilterList | None
+    NextToken: NextToken | None
+    MaxResults: PatchComplianceMaxResults | None
 
 
 class InstancePatchState(TypedDict, total=False):
     InstanceId: InstanceId
     PatchGroup: PatchGroup
     BaselineId: BaselineId
-    SnapshotId: Optional[SnapshotId]
-    InstallOverrideList: Optional[InstallOverrideList]
-    OwnerInformation: Optional[OwnerInformation]
-    InstalledCount: Optional[PatchInstalledCount]
-    InstalledOtherCount: Optional[PatchInstalledOtherCount]
-    InstalledPendingRebootCount: Optional[PatchInstalledPendingRebootCount]
-    InstalledRejectedCount: Optional[PatchInstalledRejectedCount]
-    MissingCount: Optional[PatchMissingCount]
-    FailedCount: Optional[PatchFailedCount]
-    UnreportedNotApplicableCount: Optional[PatchUnreportedNotApplicableCount]
-    NotApplicableCount: Optional[PatchNotApplicableCount]
-    AvailableSecurityUpdateCount: Optional[PatchAvailableSecurityUpdateCount]
+    SnapshotId: SnapshotId | None
+    InstallOverrideList: InstallOverrideList | None
+    OwnerInformation: OwnerInformation | None
+    InstalledCount: PatchInstalledCount | None
+    InstalledOtherCount: PatchInstalledOtherCount | None
+    InstalledPendingRebootCount: PatchInstalledPendingRebootCount | None
+    InstalledRejectedCount: PatchInstalledRejectedCount | None
+    MissingCount: PatchMissingCount | None
+    FailedCount: PatchFailedCount | None
+    UnreportedNotApplicableCount: PatchUnreportedNotApplicableCount | None
+    NotApplicableCount: PatchNotApplicableCount | None
+    AvailableSecurityUpdateCount: PatchAvailableSecurityUpdateCount | None
     OperationStartTime: DateTime
     OperationEndTime: DateTime
     Operation: PatchOperationType
-    LastNoRebootInstallOperationTime: Optional[DateTime]
-    RebootOption: Optional[RebootOption]
-    CriticalNonCompliantCount: Optional[PatchCriticalNonCompliantCount]
-    SecurityNonCompliantCount: Optional[PatchSecurityNonCompliantCount]
-    OtherNonCompliantCount: Optional[PatchOtherNonCompliantCount]
+    LastNoRebootInstallOperationTime: DateTime | None
+    RebootOption: RebootOption | None
+    CriticalNonCompliantCount: PatchCriticalNonCompliantCount | None
+    SecurityNonCompliantCount: PatchSecurityNonCompliantCount | None
+    OtherNonCompliantCount: PatchOtherNonCompliantCount | None
 
 
-InstancePatchStatesList = List[InstancePatchState]
+InstancePatchStatesList = list[InstancePatchState]
 
 
 class DescribeInstancePatchStatesForPatchGroupResult(TypedDict, total=False):
-    InstancePatchStates: Optional[InstancePatchStatesList]
-    NextToken: Optional[NextToken]
+    InstancePatchStates: InstancePatchStatesList | None
+    NextToken: NextToken | None
 
 
 class DescribeInstancePatchStatesRequest(ServiceRequest):
     InstanceIds: InstanceIdList
-    NextToken: Optional[NextToken]
-    MaxResults: Optional[PatchComplianceMaxResults]
+    NextToken: NextToken | None
+    MaxResults: PatchComplianceMaxResults | None
 
 
-InstancePatchStateList = List[InstancePatchState]
+InstancePatchStateList = list[InstancePatchState]
 
 
 class DescribeInstancePatchStatesResult(TypedDict, total=False):
-    InstancePatchStates: Optional[InstancePatchStateList]
-    NextToken: Optional[NextToken]
+    InstancePatchStates: InstancePatchStateList | None
+    NextToken: NextToken | None
 
 
 class DescribeInstancePatchesRequest(ServiceRequest):
     InstanceId: InstanceId
-    Filters: Optional[PatchOrchestratorFilterList]
-    NextToken: Optional[NextToken]
-    MaxResults: Optional[PatchComplianceMaxResults]
+    Filters: PatchOrchestratorFilterList | None
+    NextToken: NextToken | None
+    MaxResults: PatchComplianceMaxResults | None
 
 
 class PatchComplianceData(TypedDict, total=False):
@@ -3667,27 +3673,27 @@ class PatchComplianceData(TypedDict, total=False):
     Severity: PatchSeverity
     State: PatchComplianceDataState
     InstalledTime: DateTime
-    CVEIds: Optional[PatchCVEIds]
+    CVEIds: PatchCVEIds | None
 
 
-PatchComplianceDataList = List[PatchComplianceData]
+PatchComplianceDataList = list[PatchComplianceData]
 
 
 class DescribeInstancePatchesResult(TypedDict, total=False):
-    Patches: Optional[PatchComplianceDataList]
-    NextToken: Optional[NextToken]
+    Patches: PatchComplianceDataList | None
+    NextToken: NextToken | None
 
 
-InstancePropertyFilterValueSet = List[InstancePropertyFilterValue]
+InstancePropertyFilterValueSet = list[InstancePropertyFilterValue]
 
 
 class InstancePropertyStringFilter(TypedDict, total=False):
     Key: InstancePropertyStringFilterKey
     Values: InstancePropertyFilterValueSet
-    Operator: Optional[InstancePropertyFilterOperator]
+    Operator: InstancePropertyFilterOperator | None
 
 
-InstancePropertyStringFilterList = List[InstancePropertyStringFilter]
+InstancePropertyStringFilterList = list[InstancePropertyStringFilter]
 
 
 class InstancePropertyFilter(TypedDict, total=False):
@@ -3695,57 +3701,57 @@ class InstancePropertyFilter(TypedDict, total=False):
     valueSet: InstancePropertyFilterValueSet
 
 
-InstancePropertyFilterList = List[InstancePropertyFilter]
+InstancePropertyFilterList = list[InstancePropertyFilter]
 
 
 class DescribeInstancePropertiesRequest(ServiceRequest):
-    InstancePropertyFilterList: Optional[InstancePropertyFilterList]
-    FiltersWithOperator: Optional[InstancePropertyStringFilterList]
-    MaxResults: Optional[DescribeInstancePropertiesMaxResults]
-    NextToken: Optional[NextToken]
+    InstancePropertyFilterList: InstancePropertyFilterList | None
+    FiltersWithOperator: InstancePropertyStringFilterList | None
+    MaxResults: DescribeInstancePropertiesMaxResults | None
+    NextToken: NextToken | None
 
 
 class InstanceProperty(TypedDict, total=False):
-    Name: Optional[InstanceName]
-    InstanceId: Optional[InstanceId]
-    InstanceType: Optional[InstanceType]
-    InstanceRole: Optional[InstanceRole]
-    KeyName: Optional[KeyName]
-    InstanceState: Optional[InstanceState]
-    Architecture: Optional[Architecture]
-    IPAddress: Optional[IPAddress]
-    LaunchTime: Optional[DateTime]
-    PingStatus: Optional[PingStatus]
-    LastPingDateTime: Optional[DateTime]
-    AgentVersion: Optional[Version]
-    PlatformType: Optional[PlatformType]
-    PlatformName: Optional[PlatformName]
-    PlatformVersion: Optional[PlatformVersion]
-    ActivationId: Optional[ActivationId]
-    IamRole: Optional[IamRole]
-    RegistrationDate: Optional[DateTime]
-    ResourceType: Optional[String]
-    ComputerName: Optional[ComputerName]
-    AssociationStatus: Optional[StatusName]
-    LastAssociationExecutionDate: Optional[DateTime]
-    LastSuccessfulAssociationExecutionDate: Optional[DateTime]
-    AssociationOverview: Optional[InstanceAggregatedAssociationOverview]
-    SourceId: Optional[SourceId]
-    SourceType: Optional[SourceType]
-
-
-InstanceProperties = List[InstanceProperty]
+    Name: InstanceName | None
+    InstanceId: InstanceId | None
+    InstanceType: InstanceType | None
+    InstanceRole: InstanceRole | None
+    KeyName: KeyName | None
+    InstanceState: InstanceState | None
+    Architecture: Architecture | None
+    IPAddress: IPAddress | None
+    LaunchTime: DateTime | None
+    PingStatus: PingStatus | None
+    LastPingDateTime: DateTime | None
+    AgentVersion: Version | None
+    PlatformType: PlatformType | None
+    PlatformName: PlatformName | None
+    PlatformVersion: PlatformVersion | None
+    ActivationId: ActivationId | None
+    IamRole: IamRole | None
+    RegistrationDate: DateTime | None
+    ResourceType: String | None
+    ComputerName: ComputerName | None
+    AssociationStatus: StatusName | None
+    LastAssociationExecutionDate: DateTime | None
+    LastSuccessfulAssociationExecutionDate: DateTime | None
+    AssociationOverview: InstanceAggregatedAssociationOverview | None
+    SourceId: SourceId | None
+    SourceType: SourceType | None
+
+
+InstanceProperties = list[InstanceProperty]
 
 
 class DescribeInstancePropertiesResult(TypedDict, total=False):
-    InstanceProperties: Optional[InstanceProperties]
-    NextToken: Optional[NextToken]
+    InstanceProperties: InstanceProperties | None
+    NextToken: NextToken | None
 
 
 class DescribeInventoryDeletionsRequest(ServiceRequest):
-    DeletionId: Optional[UUID]
-    NextToken: Optional[NextToken]
-    MaxResults: Optional[MaxResults]
+    DeletionId: UUID | None
+    NextToken: NextToken | None
+    MaxResults: MaxResults | None
 
 
 InventoryDeletionLastStatusUpdateTime = datetime
@@ -3753,270 +3759,270 @@ class DescribeInventoryDeletionsRequest(ServiceRequest):
 
 
 class InventoryDeletionStatusItem(TypedDict, total=False):
-    DeletionId: Optional[UUID]
-    TypeName: Optional[InventoryItemTypeName]
-    DeletionStartTime: Optional[InventoryDeletionStartTime]
-    LastStatus: Optional[InventoryDeletionStatus]
-    LastStatusMessage: Optional[InventoryDeletionLastStatusMessage]
-    DeletionSummary: Optional[InventoryDeletionSummary]
-    LastStatusUpdateTime: Optional[InventoryDeletionLastStatusUpdateTime]
+    DeletionId: UUID | None
+    TypeName: InventoryItemTypeName | None
+    DeletionStartTime: InventoryDeletionStartTime | None
+    LastStatus: InventoryDeletionStatus | None
+    LastStatusMessage: InventoryDeletionLastStatusMessage | None
+    DeletionSummary: InventoryDeletionSummary | None
+    LastStatusUpdateTime: InventoryDeletionLastStatusUpdateTime | None
 
 
-InventoryDeletionsList = List[InventoryDeletionStatusItem]
+InventoryDeletionsList = list[InventoryDeletionStatusItem]
 
 
 class DescribeInventoryDeletionsResult(TypedDict, total=False):
-    InventoryDeletions: Optional[InventoryDeletionsList]
-    NextToken: Optional[NextToken]
+    InventoryDeletions: InventoryDeletionsList | None
+    NextToken: NextToken | None
 
 
-MaintenanceWindowFilterValues = List[MaintenanceWindowFilterValue]
+MaintenanceWindowFilterValues = list[MaintenanceWindowFilterValue]
 
 
 class MaintenanceWindowFilter(TypedDict, total=False):
-    Key: Optional[MaintenanceWindowFilterKey]
-    Values: Optional[MaintenanceWindowFilterValues]
+    Key: MaintenanceWindowFilterKey | None
+    Values: MaintenanceWindowFilterValues | None
 
 
-MaintenanceWindowFilterList = List[MaintenanceWindowFilter]
+MaintenanceWindowFilterList = list[MaintenanceWindowFilter]
 
 
 class DescribeMaintenanceWindowExecutionTaskInvocationsRequest(ServiceRequest):
     WindowExecutionId: MaintenanceWindowExecutionId
     TaskId: MaintenanceWindowExecutionTaskId
-    Filters: Optional[MaintenanceWindowFilterList]
-    MaxResults: Optional[MaintenanceWindowMaxResults]
-    NextToken: Optional[NextToken]
+    Filters: MaintenanceWindowFilterList | None
+    MaxResults: MaintenanceWindowMaxResults | None
+    NextToken: NextToken | None
 
 
 class MaintenanceWindowExecutionTaskInvocationIdentity(TypedDict, total=False):
-    WindowExecutionId: Optional[MaintenanceWindowExecutionId]
-    TaskExecutionId: Optional[MaintenanceWindowExecutionTaskId]
-    InvocationId: Optional[MaintenanceWindowExecutionTaskInvocationId]
-    ExecutionId: Optional[MaintenanceWindowExecutionTaskExecutionId]
-    TaskType: Optional[MaintenanceWindowTaskType]
-    Parameters: Optional[MaintenanceWindowExecutionTaskInvocationParameters]
-    Status: Optional[MaintenanceWindowExecutionStatus]
-    StatusDetails: Optional[MaintenanceWindowExecutionStatusDetails]
-    StartTime: Optional[DateTime]
-    EndTime: Optional[DateTime]
-    OwnerInformation: Optional[OwnerInformation]
-    WindowTargetId: Optional[MaintenanceWindowTaskTargetId]
-
-
-MaintenanceWindowExecutionTaskInvocationIdentityList = List[
+    WindowExecutionId: MaintenanceWindowExecutionId | None
+    TaskExecutionId: MaintenanceWindowExecutionTaskId | None
+    InvocationId: MaintenanceWindowExecutionTaskInvocationId | None
+    ExecutionId: MaintenanceWindowExecutionTaskExecutionId | None
+    TaskType: MaintenanceWindowTaskType | None
+    Parameters: MaintenanceWindowExecutionTaskInvocationParameters | None
+    Status: MaintenanceWindowExecutionStatus | None
+    StatusDetails: MaintenanceWindowExecutionStatusDetails | None
+    StartTime: DateTime | None
+    EndTime: DateTime | None
+    OwnerInformation: OwnerInformation | None
+    WindowTargetId: MaintenanceWindowTaskTargetId | None
+
+
+MaintenanceWindowExecutionTaskInvocationIdentityList = list[
     MaintenanceWindowExecutionTaskInvocationIdentity
 ]
 
 
 class DescribeMaintenanceWindowExecutionTaskInvocationsResult(TypedDict, total=False):
-    WindowExecutionTaskInvocationIdentities: Optional[
-        MaintenanceWindowExecutionTaskInvocationIdentityList
-    ]
-    NextToken: Optional[NextToken]
+    WindowExecutionTaskInvocationIdentities: (
+        MaintenanceWindowExecutionTaskInvocationIdentityList | None
+    )
+    NextToken: NextToken | None
 
 
 class DescribeMaintenanceWindowExecutionTasksRequest(ServiceRequest):
     WindowExecutionId: MaintenanceWindowExecutionId
-    Filters: Optional[MaintenanceWindowFilterList]
-    MaxResults: Optional[MaintenanceWindowMaxResults]
-    NextToken: Optional[NextToken]
+    Filters: MaintenanceWindowFilterList | None
+    MaxResults: MaintenanceWindowMaxResults | None
+    NextToken: NextToken | None
 
 
 class MaintenanceWindowExecutionTaskIdentity(TypedDict, total=False):
-    WindowExecutionId: Optional[MaintenanceWindowExecutionId]
-    TaskExecutionId: Optional[MaintenanceWindowExecutionTaskId]
-    Status: Optional[MaintenanceWindowExecutionStatus]
-    StatusDetails: Optional[MaintenanceWindowExecutionStatusDetails]
-    StartTime: Optional[DateTime]
-    EndTime: Optional[DateTime]
-    TaskArn: Optional[MaintenanceWindowTaskArn]
-    TaskType: Optional[MaintenanceWindowTaskType]
-    AlarmConfiguration: Optional[AlarmConfiguration]
-    TriggeredAlarms: Optional[AlarmStateInformationList]
+    WindowExecutionId: MaintenanceWindowExecutionId | None
+    TaskExecutionId: MaintenanceWindowExecutionTaskId | None
+    Status: MaintenanceWindowExecutionStatus | None
+    StatusDetails: MaintenanceWindowExecutionStatusDetails | None
+    StartTime: DateTime | None
+    EndTime: DateTime | None
+    TaskArn: MaintenanceWindowTaskArn | None
+    TaskType: MaintenanceWindowTaskType | None
+    AlarmConfiguration: AlarmConfiguration | None
+    TriggeredAlarms: AlarmStateInformationList | None
 
 
-MaintenanceWindowExecutionTaskIdentityList = List[MaintenanceWindowExecutionTaskIdentity]
+MaintenanceWindowExecutionTaskIdentityList = list[MaintenanceWindowExecutionTaskIdentity]
 
 
 class DescribeMaintenanceWindowExecutionTasksResult(TypedDict, total=False):
-    WindowExecutionTaskIdentities: Optional[MaintenanceWindowExecutionTaskIdentityList]
-    NextToken: Optional[NextToken]
+    WindowExecutionTaskIdentities: MaintenanceWindowExecutionTaskIdentityList | None
+    NextToken: NextToken | None
 
 
 class DescribeMaintenanceWindowExecutionsRequest(ServiceRequest):
     WindowId: MaintenanceWindowId
-    Filters: Optional[MaintenanceWindowFilterList]
-    MaxResults: Optional[MaintenanceWindowMaxResults]
-    NextToken: Optional[NextToken]
+    Filters: MaintenanceWindowFilterList | None
+    MaxResults: MaintenanceWindowMaxResults | None
+    NextToken: NextToken | None
 
 
 class MaintenanceWindowExecution(TypedDict, total=False):
-    WindowId: Optional[MaintenanceWindowId]
-    WindowExecutionId: Optional[MaintenanceWindowExecutionId]
-    Status: Optional[MaintenanceWindowExecutionStatus]
-    StatusDetails: Optional[MaintenanceWindowExecutionStatusDetails]
-    StartTime: Optional[DateTime]
-    EndTime: Optional[DateTime]
+    WindowId: MaintenanceWindowId | None
+    WindowExecutionId: MaintenanceWindowExecutionId | None
+    Status: MaintenanceWindowExecutionStatus | None
+    StatusDetails: MaintenanceWindowExecutionStatusDetails | None
+    StartTime: DateTime | None
+    EndTime: DateTime | None
 
 
-MaintenanceWindowExecutionList = List[MaintenanceWindowExecution]
+MaintenanceWindowExecutionList = list[MaintenanceWindowExecution]
 
 
 class DescribeMaintenanceWindowExecutionsResult(TypedDict, total=False):
-    WindowExecutions: Optional[MaintenanceWindowExecutionList]
-    NextToken: Optional[NextToken]
+    WindowExecutions: MaintenanceWindowExecutionList | None
+    NextToken: NextToken | None
 
 
 class DescribeMaintenanceWindowScheduleRequest(ServiceRequest):
-    WindowId: Optional[MaintenanceWindowId]
-    Targets: Optional[Targets]
-    ResourceType: Optional[MaintenanceWindowResourceType]
-    Filters: Optional[PatchOrchestratorFilterList]
-    MaxResults: Optional[MaintenanceWindowSearchMaxResults]
-    NextToken: Optional[NextToken]
+    WindowId: MaintenanceWindowId | None
+    Targets: Targets | None
+    ResourceType: MaintenanceWindowResourceType | None
+    Filters: PatchOrchestratorFilterList | None
+    MaxResults: MaintenanceWindowSearchMaxResults | None
+    NextToken: NextToken | None
 
 
 class ScheduledWindowExecution(TypedDict, total=False):
-    WindowId: Optional[MaintenanceWindowId]
-    Name: Optional[MaintenanceWindowName]
-    ExecutionTime: Optional[MaintenanceWindowStringDateTime]
+    WindowId: MaintenanceWindowId | None
+    Name: MaintenanceWindowName | None
+    ExecutionTime: MaintenanceWindowStringDateTime | None
 
 
-ScheduledWindowExecutionList = List[ScheduledWindowExecution]
+ScheduledWindowExecutionList = list[ScheduledWindowExecution]
 
 
 class DescribeMaintenanceWindowScheduleResult(TypedDict, total=False):
-    ScheduledWindowExecutions: Optional[ScheduledWindowExecutionList]
-    NextToken: Optional[NextToken]
+    ScheduledWindowExecutions: ScheduledWindowExecutionList | None
+    NextToken: NextToken | None
 
 
 class DescribeMaintenanceWindowTargetsRequest(ServiceRequest):
     WindowId: MaintenanceWindowId
-    Filters: Optional[MaintenanceWindowFilterList]
-    MaxResults: Optional[MaintenanceWindowMaxResults]
-    NextToken: Optional[NextToken]
+    Filters: MaintenanceWindowFilterList | None
+    MaxResults: MaintenanceWindowMaxResults | None
+    NextToken: NextToken | None
 
 
 class MaintenanceWindowTarget(TypedDict, total=False):
-    WindowId: Optional[MaintenanceWindowId]
-    WindowTargetId: Optional[MaintenanceWindowTargetId]
-    ResourceType: Optional[MaintenanceWindowResourceType]
-    Targets: Optional[Targets]
-    OwnerInformation: Optional[OwnerInformation]
-    Name: Optional[MaintenanceWindowName]
-    Description: Optional[MaintenanceWindowDescription]
+    WindowId: MaintenanceWindowId | None
+    WindowTargetId: MaintenanceWindowTargetId | None
+    ResourceType: MaintenanceWindowResourceType | None
+    Targets: Targets | None
+    OwnerInformation: OwnerInformation | None
+    Name: MaintenanceWindowName | None
+    Description: MaintenanceWindowDescription | None
 
 
-MaintenanceWindowTargetList = List[MaintenanceWindowTarget]
+MaintenanceWindowTargetList = list[MaintenanceWindowTarget]
 
 
 class DescribeMaintenanceWindowTargetsResult(TypedDict, total=False):
-    Targets: Optional[MaintenanceWindowTargetList]
-    NextToken: Optional[NextToken]
+    Targets: MaintenanceWindowTargetList | None
+    NextToken: NextToken | None
 
 
 class DescribeMaintenanceWindowTasksRequest(ServiceRequest):
     WindowId: MaintenanceWindowId
-    Filters: Optional[MaintenanceWindowFilterList]
-    MaxResults: Optional[MaintenanceWindowMaxResults]
-    NextToken: Optional[NextToken]
+    Filters: MaintenanceWindowFilterList | None
+    MaxResults: MaintenanceWindowMaxResults | None
+    NextToken: NextToken | None
 
 
 class LoggingInfo(TypedDict, total=False):
     S3BucketName: S3BucketName
-    S3KeyPrefix: Optional[S3KeyPrefix]
+    S3KeyPrefix: S3KeyPrefix | None
     S3Region: S3Region
 
 
-MaintenanceWindowTaskParameterValueList = List[MaintenanceWindowTaskParameterValue]
+MaintenanceWindowTaskParameterValueList = list[MaintenanceWindowTaskParameterValue]
 
 
 class MaintenanceWindowTaskParameterValueExpression(TypedDict, total=False):
-    Values: Optional[MaintenanceWindowTaskParameterValueList]
+    Values: MaintenanceWindowTaskParameterValueList | None
 
 
-MaintenanceWindowTaskParameters = Dict[
+MaintenanceWindowTaskParameters = dict[
     MaintenanceWindowTaskParameterName, MaintenanceWindowTaskParameterValueExpression
 ]
 
 
 class MaintenanceWindowTask(TypedDict, total=False):
-    WindowId: Optional[MaintenanceWindowId]
-    WindowTaskId: Optional[MaintenanceWindowTaskId]
-    TaskArn: Optional[MaintenanceWindowTaskArn]
-    Type: Optional[MaintenanceWindowTaskType]
-    Targets: Optional[Targets]
-    TaskParameters: Optional[MaintenanceWindowTaskParameters]
-    Priority: Optional[MaintenanceWindowTaskPriority]
-    LoggingInfo: Optional[LoggingInfo]
-    ServiceRoleArn: Optional[ServiceRole]
-    MaxConcurrency: Optional[MaxConcurrency]
-    MaxErrors: Optional[MaxErrors]
-    Name: Optional[MaintenanceWindowName]
-    Description: Optional[MaintenanceWindowDescription]
-    CutoffBehavior: Optional[MaintenanceWindowTaskCutoffBehavior]
-    AlarmConfiguration: Optional[AlarmConfiguration]
-
-
-MaintenanceWindowTaskList = List[MaintenanceWindowTask]
+    WindowId: MaintenanceWindowId | None
+    WindowTaskId: MaintenanceWindowTaskId | None
+    TaskArn: MaintenanceWindowTaskArn | None
+    Type: MaintenanceWindowTaskType | None
+    Targets: Targets | None
+    TaskParameters: MaintenanceWindowTaskParameters | None
+    Priority: MaintenanceWindowTaskPriority | None
+    LoggingInfo: LoggingInfo | None
+    ServiceRoleArn: ServiceRole | None
+    MaxConcurrency: MaxConcurrency | None
+    MaxErrors: MaxErrors | None
+    Name: MaintenanceWindowName | None
+    Description: MaintenanceWindowDescription | None
+    CutoffBehavior: MaintenanceWindowTaskCutoffBehavior | None
+    AlarmConfiguration: AlarmConfiguration | None
+
+
+MaintenanceWindowTaskList = list[MaintenanceWindowTask]
 
 
 class DescribeMaintenanceWindowTasksResult(TypedDict, total=False):
-    Tasks: Optional[MaintenanceWindowTaskList]
-    NextToken: Optional[NextToken]
+    Tasks: MaintenanceWindowTaskList | None
+    NextToken: NextToken | None
 
 
 class DescribeMaintenanceWindowsForTargetRequest(ServiceRequest):
     Targets: Targets
     ResourceType: MaintenanceWindowResourceType
-    MaxResults: Optional[MaintenanceWindowSearchMaxResults]
-    NextToken: Optional[NextToken]
+    MaxResults: MaintenanceWindowSearchMaxResults | None
+    NextToken: NextToken | None
 
 
 class MaintenanceWindowIdentityForTarget(TypedDict, total=False):
-    WindowId: Optional[MaintenanceWindowId]
-    Name: Optional[MaintenanceWindowName]
+    WindowId: MaintenanceWindowId | None
+    Name: MaintenanceWindowName | None
 
 
-MaintenanceWindowsForTargetList = List[MaintenanceWindowIdentityForTarget]
+MaintenanceWindowsForTargetList = list[MaintenanceWindowIdentityForTarget]
 
 
 class DescribeMaintenanceWindowsForTargetResult(TypedDict, total=False):
-    WindowIdentities: Optional[MaintenanceWindowsForTargetList]
-    NextToken: Optional[NextToken]
+    WindowIdentities: MaintenanceWindowsForTargetList | None
+    NextToken: NextToken | None
 
 
 class DescribeMaintenanceWindowsRequest(ServiceRequest):
-    Filters: Optional[MaintenanceWindowFilterList]
-    MaxResults: Optional[MaintenanceWindowMaxResults]
-    NextToken: Optional[NextToken]
+    Filters: MaintenanceWindowFilterList | None
+    MaxResults: MaintenanceWindowMaxResults | None
+    NextToken: NextToken | None
 
 
 class MaintenanceWindowIdentity(TypedDict, total=False):
-    WindowId: Optional[MaintenanceWindowId]
-    Name: Optional[MaintenanceWindowName]
-    Description: Optional[MaintenanceWindowDescription]
-    Enabled: Optional[MaintenanceWindowEnabled]
-    Duration: Optional[MaintenanceWindowDurationHours]
-    Cutoff: Optional[MaintenanceWindowCutoff]
-    Schedule: Optional[MaintenanceWindowSchedule]
-    ScheduleTimezone: Optional[MaintenanceWindowTimezone]
-    ScheduleOffset: Optional[MaintenanceWindowOffset]
-    EndDate: Optional[MaintenanceWindowStringDateTime]
-    StartDate: Optional[MaintenanceWindowStringDateTime]
-    NextExecutionTime: Optional[MaintenanceWindowStringDateTime]
+    WindowId: MaintenanceWindowId | None
+    Name: MaintenanceWindowName | None
+    Description: MaintenanceWindowDescription | None
+    Enabled: MaintenanceWindowEnabled | None
+    Duration: MaintenanceWindowDurationHours | None
+    Cutoff: MaintenanceWindowCutoff | None
+    Schedule: MaintenanceWindowSchedule | None
+    ScheduleTimezone: MaintenanceWindowTimezone | None
+    ScheduleOffset: MaintenanceWindowOffset | None
+    EndDate: MaintenanceWindowStringDateTime | None
+    StartDate: MaintenanceWindowStringDateTime | None
+    NextExecutionTime: MaintenanceWindowStringDateTime | None
 
 
-MaintenanceWindowIdentityList = List[MaintenanceWindowIdentity]
+MaintenanceWindowIdentityList = list[MaintenanceWindowIdentity]
 
 
 class DescribeMaintenanceWindowsResult(TypedDict, total=False):
-    WindowIdentities: Optional[MaintenanceWindowIdentityList]
-    NextToken: Optional[NextToken]
+    WindowIdentities: MaintenanceWindowIdentityList | None
+    NextToken: NextToken | None
 
 
-OpsItemFilterValues = List[OpsItemFilterValue]
+OpsItemFilterValues = list[OpsItemFilterValue]
 
 
 class OpsItemFilter(TypedDict, total=False):
@@ -4025,54 +4031,54 @@ class OpsItemFilter(TypedDict, total=False):
     Operator: OpsItemFilterOperator
 
 
-OpsItemFilters = List[OpsItemFilter]
+OpsItemFilters = list[OpsItemFilter]
 
 
 class DescribeOpsItemsRequest(ServiceRequest):
-    OpsItemFilters: Optional[OpsItemFilters]
-    MaxResults: Optional[OpsItemMaxResults]
-    NextToken: Optional[String]
+    OpsItemFilters: OpsItemFilters | None
+    MaxResults: OpsItemMaxResults | None
+    NextToken: String | None
 
 
 class OpsItemSummary(TypedDict, total=False):
-    CreatedBy: Optional[String]
-    CreatedTime: Optional[DateTime]
-    LastModifiedBy: Optional[String]
-    LastModifiedTime: Optional[DateTime]
-    Priority: Optional[OpsItemPriority]
-    Source: Optional[OpsItemSource]
-    Status: Optional[OpsItemStatus]
-    OpsItemId: Optional[OpsItemId]
-    Title: Optional[OpsItemTitle]
-    OperationalData: Optional[OpsItemOperationalData]
-    Category: Optional[OpsItemCategory]
-    Severity: Optional[OpsItemSeverity]
-    OpsItemType: Optional[OpsItemType]
-    ActualStartTime: Optional[DateTime]
-    ActualEndTime: Optional[DateTime]
-    PlannedStartTime: Optional[DateTime]
-    PlannedEndTime: Optional[DateTime]
-
-
-OpsItemSummaries = List[OpsItemSummary]
+    CreatedBy: String | None
+    CreatedTime: DateTime | None
+    LastModifiedBy: String | None
+    LastModifiedTime: DateTime | None
+    Priority: OpsItemPriority | None
+    Source: OpsItemSource | None
+    Status: OpsItemStatus | None
+    OpsItemId: OpsItemId | None
+    Title: OpsItemTitle | None
+    OperationalData: OpsItemOperationalData | None
+    Category: OpsItemCategory | None
+    Severity: OpsItemSeverity | None
+    OpsItemType: OpsItemType | None
+    ActualStartTime: DateTime | None
+    ActualEndTime: DateTime | None
+    PlannedStartTime: DateTime | None
+    PlannedEndTime: DateTime | None
+
+
+OpsItemSummaries = list[OpsItemSummary]
 
 
 class DescribeOpsItemsResponse(TypedDict, total=False):
-    NextToken: Optional[String]
-    OpsItemSummaries: Optional[OpsItemSummaries]
+    NextToken: String | None
+    OpsItemSummaries: OpsItemSummaries | None
 
 
-ParameterStringFilterValueList = List[ParameterStringFilterValue]
+ParameterStringFilterValueList = list[ParameterStringFilterValue]
 
 
 class ParameterStringFilter(TypedDict, total=False):
     Key: ParameterStringFilterKey
-    Option: Optional[ParameterStringQueryOption]
-    Values: Optional[ParameterStringFilterValueList]
+    Option: ParameterStringQueryOption | None
+    Values: ParameterStringFilterValueList | None
 
 
-ParameterStringFilterList = List[ParameterStringFilter]
-ParametersFilterValueList = List[ParametersFilterValue]
+ParameterStringFilterList = list[ParameterStringFilter]
+ParametersFilterValueList = list[ParametersFilterValue]
 
 
 class ParametersFilter(TypedDict, total=False):
@@ -4080,70 +4086,70 @@ class ParametersFilter(TypedDict, total=False):
     Values: ParametersFilterValueList
 
 
-ParametersFilterList = List[ParametersFilter]
+ParametersFilterList = list[ParametersFilter]
 
 
 class DescribeParametersRequest(ServiceRequest):
-    Filters: Optional[ParametersFilterList]
-    ParameterFilters: Optional[ParameterStringFilterList]
-    MaxResults: Optional[MaxResults]
-    NextToken: Optional[NextToken]
-    Shared: Optional[Boolean]
+    Filters: ParametersFilterList | None
+    ParameterFilters: ParameterStringFilterList | None
+    MaxResults: MaxResults | None
+    NextToken: NextToken | None
+    Shared: Boolean | None
 
 
 class ParameterInlinePolicy(TypedDict, total=False):
-    PolicyText: Optional[String]
-    PolicyType: Optional[String]
-    PolicyStatus: Optional[String]
+    PolicyText: String | None
+    PolicyType: String | None
+    PolicyStatus: String | None
 
 
-ParameterPolicyList = List[ParameterInlinePolicy]
+ParameterPolicyList = list[ParameterInlinePolicy]
 PSParameterVersion = int
 
 
 class ParameterMetadata(TypedDict, total=False):
-    Name: Optional[PSParameterName]
-    ARN: Optional[String]
-    Type: Optional[ParameterType]
-    KeyId: Optional[ParameterKeyId]
-    LastModifiedDate: Optional[DateTime]
-    LastModifiedUser: Optional[String]
-    Description: Optional[ParameterDescription]
-    AllowedPattern: Optional[AllowedPattern]
-    Version: Optional[PSParameterVersion]
-    Tier: Optional[ParameterTier]
-    Policies: Optional[ParameterPolicyList]
-    DataType: Optional[ParameterDataType]
+    Name: PSParameterName | None
+    ARN: String | None
+    Type: ParameterType | None
+    KeyId: ParameterKeyId | None
+    LastModifiedDate: DateTime | None
+    LastModifiedUser: String | None
+    Description: ParameterDescription | None
+    AllowedPattern: AllowedPattern | None
+    Version: PSParameterVersion | None
+    Tier: ParameterTier | None
+    Policies: ParameterPolicyList | None
+    DataType: ParameterDataType | None
 
 
-ParameterMetadataList = List[ParameterMetadata]
+ParameterMetadataList = list[ParameterMetadata]
 
 
 class DescribeParametersResult(TypedDict, total=False):
-    Parameters: Optional[ParameterMetadataList]
-    NextToken: Optional[NextToken]
+    Parameters: ParameterMetadataList | None
+    NextToken: NextToken | None
 
 
 class DescribePatchBaselinesRequest(ServiceRequest):
-    Filters: Optional[PatchOrchestratorFilterList]
-    MaxResults: Optional[PatchBaselineMaxResults]
-    NextToken: Optional[NextToken]
+    Filters: PatchOrchestratorFilterList | None
+    MaxResults: PatchBaselineMaxResults | None
+    NextToken: NextToken | None
 
 
 class PatchBaselineIdentity(TypedDict, total=False):
-    BaselineId: Optional[BaselineId]
-    BaselineName: Optional[BaselineName]
-    OperatingSystem: Optional[OperatingSystem]
-    BaselineDescription: Optional[BaselineDescription]
-    DefaultBaseline: Optional[DefaultBaseline]
+    BaselineId: BaselineId | None
+    BaselineName: BaselineName | None
+    OperatingSystem: OperatingSystem | None
+    BaselineDescription: BaselineDescription | None
+    DefaultBaseline: DefaultBaseline | None
 
 
-PatchBaselineIdentityList = List[PatchBaselineIdentity]
+PatchBaselineIdentityList = list[PatchBaselineIdentity]
 
 
 class DescribePatchBaselinesResult(TypedDict, total=False):
-    BaselineIdentities: Optional[PatchBaselineIdentityList]
-    NextToken: Optional[NextToken]
+    BaselineIdentities: PatchBaselineIdentityList | None
+    NextToken: NextToken | None
 
 
 class DescribePatchGroupStateRequest(ServiceRequest):
@@ -4151,55 +4157,55 @@ class DescribePatchGroupStateRequest(ServiceRequest):
 
 
 class DescribePatchGroupStateResult(TypedDict, total=False):
-    Instances: Optional[Integer]
-    InstancesWithInstalledPatches: Optional[Integer]
-    InstancesWithInstalledOtherPatches: Optional[Integer]
-    InstancesWithInstalledPendingRebootPatches: Optional[InstancesCount]
-    InstancesWithInstalledRejectedPatches: Optional[InstancesCount]
-    InstancesWithMissingPatches: Optional[Integer]
-    InstancesWithFailedPatches: Optional[Integer]
-    InstancesWithNotApplicablePatches: Optional[Integer]
-    InstancesWithUnreportedNotApplicablePatches: Optional[Integer]
-    InstancesWithCriticalNonCompliantPatches: Optional[InstancesCount]
-    InstancesWithSecurityNonCompliantPatches: Optional[InstancesCount]
-    InstancesWithOtherNonCompliantPatches: Optional[InstancesCount]
-    InstancesWithAvailableSecurityUpdates: Optional[Integer]
+    Instances: Integer | None
+    InstancesWithInstalledPatches: Integer | None
+    InstancesWithInstalledOtherPatches: Integer | None
+    InstancesWithInstalledPendingRebootPatches: InstancesCount | None
+    InstancesWithInstalledRejectedPatches: InstancesCount | None
+    InstancesWithMissingPatches: Integer | None
+    InstancesWithFailedPatches: Integer | None
+    InstancesWithNotApplicablePatches: Integer | None
+    InstancesWithUnreportedNotApplicablePatches: Integer | None
+    InstancesWithCriticalNonCompliantPatches: InstancesCount | None
+    InstancesWithSecurityNonCompliantPatches: InstancesCount | None
+    InstancesWithOtherNonCompliantPatches: InstancesCount | None
+    InstancesWithAvailableSecurityUpdates: Integer | None
 
 
 class DescribePatchGroupsRequest(ServiceRequest):
-    MaxResults: Optional[PatchBaselineMaxResults]
-    Filters: Optional[PatchOrchestratorFilterList]
-    NextToken: Optional[NextToken]
+    MaxResults: PatchBaselineMaxResults | None
+    Filters: PatchOrchestratorFilterList | None
+    NextToken: NextToken | None
 
 
 class PatchGroupPatchBaselineMapping(TypedDict, total=False):
-    PatchGroup: Optional[PatchGroup]
-    BaselineIdentity: Optional[PatchBaselineIdentity]
+    PatchGroup: PatchGroup | None
+    BaselineIdentity: PatchBaselineIdentity | None
 
 
-PatchGroupPatchBaselineMappingList = List[PatchGroupPatchBaselineMapping]
+PatchGroupPatchBaselineMappingList = list[PatchGroupPatchBaselineMapping]
 
 
 class DescribePatchGroupsResult(TypedDict, total=False):
-    Mappings: Optional[PatchGroupPatchBaselineMappingList]
-    NextToken: Optional[NextToken]
+    Mappings: PatchGroupPatchBaselineMappingList | None
+    NextToken: NextToken | None
 
 
 class DescribePatchPropertiesRequest(ServiceRequest):
     OperatingSystem: OperatingSystem
     Property: PatchProperty
-    PatchSet: Optional[PatchSet]
-    MaxResults: Optional[MaxResults]
-    NextToken: Optional[NextToken]
+    PatchSet: PatchSet | None
+    MaxResults: MaxResults | None
+    NextToken: NextToken | None
 
 
-PatchPropertyEntry = Dict[AttributeName, AttributeValue]
-PatchPropertiesList = List[PatchPropertyEntry]
+PatchPropertyEntry = dict[AttributeName, AttributeValue]
+PatchPropertiesList = list[PatchPropertyEntry]
 
 
 class DescribePatchPropertiesResult(TypedDict, total=False):
-    Properties: Optional[PatchPropertiesList]
-    NextToken: Optional[NextToken]
+    Properties: PatchPropertiesList | None
+    NextToken: NextToken | None
 
 
 class SessionFilter(TypedDict, total=False):
@@ -4207,42 +4213,42 @@ class SessionFilter(TypedDict, total=False):
     value: SessionFilterValue
 
 
-SessionFilterList = List[SessionFilter]
+SessionFilterList = list[SessionFilter]
 
 
 class DescribeSessionsRequest(ServiceRequest):
     State: SessionState
-    MaxResults: Optional[SessionMaxResults]
-    NextToken: Optional[NextToken]
-    Filters: Optional[SessionFilterList]
+    MaxResults: SessionMaxResults | None
+    NextToken: NextToken | None
+    Filters: SessionFilterList | None
 
 
 class SessionManagerOutputUrl(TypedDict, total=False):
-    S3OutputUrl: Optional[SessionManagerS3OutputUrl]
-    CloudWatchOutputUrl: Optional[SessionManagerCloudWatchOutputUrl]
+    S3OutputUrl: SessionManagerS3OutputUrl | None
+    CloudWatchOutputUrl: SessionManagerCloudWatchOutputUrl | None
 
 
 class Session(TypedDict, total=False):
-    SessionId: Optional[SessionId]
-    Target: Optional[SessionTarget]
-    Status: Optional[SessionStatus]
-    StartDate: Optional[DateTime]
-    EndDate: Optional[DateTime]
-    DocumentName: Optional[DocumentName]
-    Owner: Optional[SessionOwner]
-    Reason: Optional[SessionReason]
-    Details: Optional[SessionDetails]
-    OutputUrl: Optional[SessionManagerOutputUrl]
-    MaxSessionDuration: Optional[MaxSessionDuration]
-    AccessType: Optional[AccessType]
+    SessionId: SessionId | None
+    Target: SessionTarget | None
+    Status: SessionStatus | None
+    StartDate: DateTime | None
+    EndDate: DateTime | None
+    DocumentName: DocumentName | None
+    Owner: SessionOwner | None
+    Reason: SessionReason | None
+    Details: SessionDetails | None
+    OutputUrl: SessionManagerOutputUrl | None
+    MaxSessionDuration: MaxSessionDuration | None
+    AccessType: AccessType | None
 
 
-SessionList = List[Session]
+SessionList = list[Session]
 
 
 class DescribeSessionsResponse(TypedDict, total=False):
-    Sessions: Optional[SessionList]
-    NextToken: Optional[NextToken]
+    Sessions: SessionList | None
+    NextToken: NextToken | None
 
 
 class DisassociateOpsItemRelatedItemRequest(ServiceRequest):
@@ -4255,9 +4261,9 @@ class DisassociateOpsItemRelatedItemResponse(TypedDict, total=False):
 
 
 class DocumentDefaultVersionDescription(TypedDict, total=False):
-    Name: Optional[DocumentName]
-    DefaultVersion: Optional[DocumentVersion]
-    DefaultVersionName: Optional[DocumentVersionName]
+    Name: DocumentName | None
+    DefaultVersion: DocumentVersion | None
+    DefaultVersionName: DocumentVersionName | None
 
 
 class DocumentFilter(TypedDict, total=False):
@@ -4265,89 +4271,89 @@ class DocumentFilter(TypedDict, total=False):
     value: DocumentFilterValue
 
 
-DocumentFilterList = List[DocumentFilter]
+DocumentFilterList = list[DocumentFilter]
 
 
 class DocumentIdentifier(TypedDict, total=False):
-    Name: Optional[DocumentARN]
-    CreatedDate: Optional[DateTime]
-    DisplayName: Optional[DocumentDisplayName]
-    Owner: Optional[DocumentOwner]
-    VersionName: Optional[DocumentVersionName]
-    PlatformTypes: Optional[PlatformTypeList]
-    DocumentVersion: Optional[DocumentVersion]
-    DocumentType: Optional[DocumentType]
-    SchemaVersion: Optional[DocumentSchemaVersion]
-    DocumentFormat: Optional[DocumentFormat]
-    TargetType: Optional[TargetType]
-    Tags: Optional[TagList]
-    Requires: Optional[DocumentRequiresList]
-    ReviewStatus: Optional[ReviewStatus]
-    Author: Optional[DocumentAuthor]
-
-
-DocumentIdentifierList = List[DocumentIdentifier]
-DocumentKeyValuesFilterValues = List[DocumentKeyValuesFilterValue]
+    Name: DocumentARN | None
+    CreatedDate: DateTime | None
+    DisplayName: DocumentDisplayName | None
+    Owner: DocumentOwner | None
+    VersionName: DocumentVersionName | None
+    PlatformTypes: PlatformTypeList | None
+    DocumentVersion: DocumentVersion | None
+    DocumentType: DocumentType | None
+    SchemaVersion: DocumentSchemaVersion | None
+    DocumentFormat: DocumentFormat | None
+    TargetType: TargetType | None
+    Tags: TagList | None
+    Requires: DocumentRequiresList | None
+    ReviewStatus: ReviewStatus | None
+    Author: DocumentAuthor | None
+
+
+DocumentIdentifierList = list[DocumentIdentifier]
+DocumentKeyValuesFilterValues = list[DocumentKeyValuesFilterValue]
 
 
 class DocumentKeyValuesFilter(TypedDict, total=False):
-    Key: Optional[DocumentKeyValuesFilterKey]
-    Values: Optional[DocumentKeyValuesFilterValues]
+    Key: DocumentKeyValuesFilterKey | None
+    Values: DocumentKeyValuesFilterValues | None
 
 
-DocumentKeyValuesFilterList = List[DocumentKeyValuesFilter]
+DocumentKeyValuesFilterList = list[DocumentKeyValuesFilter]
 
 
 class DocumentReviewCommentSource(TypedDict, total=False):
-    Type: Optional[DocumentReviewCommentType]
-    Content: Optional[DocumentReviewComment]
+    Type: DocumentReviewCommentType | None
+    Content: DocumentReviewComment | None
 
 
-DocumentReviewCommentList = List[DocumentReviewCommentSource]
+DocumentReviewCommentList = list[DocumentReviewCommentSource]
 
 
 class DocumentReviewerResponseSource(TypedDict, total=False):
-    CreateTime: Optional[DateTime]
-    UpdatedTime: Optional[DateTime]
-    ReviewStatus: Optional[ReviewStatus]
-    Comment: Optional[DocumentReviewCommentList]
-    Reviewer: Optional[Reviewer]
+    CreateTime: DateTime | None
+    UpdatedTime: DateTime | None
+    ReviewStatus: ReviewStatus | None
+    Comment: DocumentReviewCommentList | None
+    Reviewer: Reviewer | None
 
 
-DocumentReviewerResponseList = List[DocumentReviewerResponseSource]
+DocumentReviewerResponseList = list[DocumentReviewerResponseSource]
 
 
 class DocumentMetadataResponseInfo(TypedDict, total=False):
-    ReviewerResponse: Optional[DocumentReviewerResponseList]
+    ReviewerResponse: DocumentReviewerResponseList | None
 
 
 class DocumentReviews(TypedDict, total=False):
     Action: DocumentReviewAction
-    Comment: Optional[DocumentReviewCommentList]
+    Comment: DocumentReviewCommentList | None
 
 
 class DocumentVersionInfo(TypedDict, total=False):
-    Name: Optional[DocumentName]
-    DisplayName: Optional[DocumentDisplayName]
-    DocumentVersion: Optional[DocumentVersion]
-    VersionName: Optional[DocumentVersionName]
-    CreatedDate: Optional[DateTime]
-    IsDefaultVersion: Optional[Boolean]
-    DocumentFormat: Optional[DocumentFormat]
-    Status: Optional[DocumentStatus]
-    StatusInformation: Optional[DocumentStatusInformation]
-    ReviewStatus: Optional[ReviewStatus]
+    Name: DocumentName | None
+    DisplayName: DocumentDisplayName | None
+    DocumentVersion: DocumentVersion | None
+    VersionName: DocumentVersionName | None
+    CreatedDate: DateTime | None
+    IsDefaultVersion: Boolean | None
+    DocumentFormat: DocumentFormat | None
+    Status: DocumentStatus | None
+    StatusInformation: DocumentStatusInformation | None
+    ReviewStatus: ReviewStatus | None
 
 
-DocumentVersionList = List[DocumentVersionInfo]
+DocumentVersionList = list[DocumentVersionInfo]
 
 
 class ExecutionInputs(TypedDict, total=False):
-    Automation: Optional[AutomationExecutionInputs]
+    Automation: AutomationExecutionInputs | None
 
 
 class ExecutionPreview(TypedDict, total=False):
-    Automation: Optional[AutomationExecutionPreview]
+    Automation: AutomationExecutionPreview | None
 
 
 class GetAccessTokenRequest(ServiceRequest):
@@ -4355,8 +4361,8 @@ class GetAccessTokenRequest(ServiceRequest):
 
 
 class GetAccessTokenResponse(TypedDict, total=False):
-    Credentials: Optional[Credentials]
-    AccessRequestStatus: Optional[AccessRequestStatus]
+    Credentials: Credentials | None
+    AccessRequestStatus: AccessRequestStatus | None
 
 
 class GetAutomationExecutionRequest(ServiceRequest):
@@ -4364,44 +4370,44 @@ class GetAutomationExecutionRequest(ServiceRequest):
 
 
 class GetAutomationExecutionResult(TypedDict, total=False):
-    AutomationExecution: Optional[AutomationExecution]
+    AutomationExecution: AutomationExecution | None
 
 
 class GetCalendarStateRequest(ServiceRequest):
     CalendarNames: CalendarNameOrARNList
-    AtTime: Optional[ISO8601String]
+    AtTime: ISO8601String | None
 
 
 class GetCalendarStateResponse(TypedDict, total=False):
-    State: Optional[CalendarState]
-    AtTime: Optional[ISO8601String]
-    NextTransitionTime: Optional[ISO8601String]
+    State: CalendarState | None
+    AtTime: ISO8601String | None
+    NextTransitionTime: ISO8601String | None
 
 
 class GetCommandInvocationRequest(ServiceRequest):
     CommandId: CommandId
     InstanceId: InstanceId
-    PluginName: Optional[CommandPluginName]
+    PluginName: CommandPluginName | None
 
 
 class GetCommandInvocationResult(TypedDict, total=False):
-    CommandId: Optional[CommandId]
-    InstanceId: Optional[InstanceId]
-    Comment: Optional[Comment]
-    DocumentName: Optional[DocumentName]
-    DocumentVersion: Optional[DocumentVersion]
-    PluginName: Optional[CommandPluginName]
-    ResponseCode: Optional[ResponseCode]
-    ExecutionStartDateTime: Optional[StringDateTime]
-    ExecutionElapsedTime: Optional[StringDateTime]
-    ExecutionEndDateTime: Optional[StringDateTime]
-    Status: Optional[CommandInvocationStatus]
-    StatusDetails: Optional[StatusDetails]
-    StandardOutputContent: Optional[StandardOutputContent]
-    StandardOutputUrl: Optional[Url]
-    StandardErrorContent: Optional[StandardErrorContent]
-    StandardErrorUrl: Optional[Url]
-    CloudWatchOutputConfig: Optional[CloudWatchOutputConfig]
+    CommandId: CommandId | None
+    InstanceId: InstanceId | None
+    Comment: Comment | None
+    DocumentName: DocumentName | None
+    DocumentVersion: DocumentVersion | None
+    PluginName: CommandPluginName | None
+    ResponseCode: ResponseCode | None
+    ExecutionStartDateTime: StringDateTime | None
+    ExecutionElapsedTime: StringDateTime | None
+    ExecutionEndDateTime: StringDateTime | None
+    Status: CommandInvocationStatus | None
+    StatusDetails: StatusDetails | None
+    StandardOutputContent: StandardOutputContent | None
+    StandardOutputUrl: Url | None
+    StandardErrorContent: StandardErrorContent | None
+    StandardErrorUrl: Url | None
+    CloudWatchOutputConfig: CloudWatchOutputConfig | None
 
 
 class GetConnectionStatusRequest(ServiceRequest):
@@ -4409,54 +4415,54 @@ class GetConnectionStatusRequest(ServiceRequest):
 
 
 class GetConnectionStatusResponse(TypedDict, total=False):
-    Target: Optional[SessionTarget]
-    Status: Optional[ConnectionStatus]
+    Target: SessionTarget | None
+    Status: ConnectionStatus | None
 
 
 class GetDefaultPatchBaselineRequest(ServiceRequest):
-    OperatingSystem: Optional[OperatingSystem]
+    OperatingSystem: OperatingSystem | None
 
 
 class GetDefaultPatchBaselineResult(TypedDict, total=False):
-    BaselineId: Optional[BaselineId]
-    OperatingSystem: Optional[OperatingSystem]
+    BaselineId: BaselineId | None
+    OperatingSystem: OperatingSystem | None
 
 
 class GetDeployablePatchSnapshotForInstanceRequest(ServiceRequest):
     InstanceId: InstanceId
     SnapshotId: SnapshotId
-    BaselineOverride: Optional[BaselineOverride]
-    UseS3DualStackEndpoint: Optional[Boolean]
+    BaselineOverride: BaselineOverride | None
+    UseS3DualStackEndpoint: Boolean | None
 
 
 class GetDeployablePatchSnapshotForInstanceResult(TypedDict, total=False):
-    InstanceId: Optional[InstanceId]
-    SnapshotId: Optional[SnapshotId]
-    SnapshotDownloadUrl: Optional[SnapshotDownloadUrl]
-    Product: Optional[Product]
+    InstanceId: InstanceId | None
+    SnapshotId: SnapshotId | None
+    SnapshotDownloadUrl: SnapshotDownloadUrl | None
+    Product: Product | None
 
 
 class GetDocumentRequest(ServiceRequest):
     Name: DocumentARN
-    VersionName: Optional[DocumentVersionName]
-    DocumentVersion: Optional[DocumentVersion]
-    DocumentFormat: Optional[DocumentFormat]
+    VersionName: DocumentVersionName | None
+    DocumentVersion: DocumentVersion | None
+    DocumentFormat: DocumentFormat | None
 
 
 class GetDocumentResult(TypedDict, total=False):
-    Name: Optional[DocumentARN]
-    CreatedDate: Optional[DateTime]
-    DisplayName: Optional[DocumentDisplayName]
-    VersionName: Optional[DocumentVersionName]
-    DocumentVersion: Optional[DocumentVersion]
-    Status: Optional[DocumentStatus]
-    StatusInformation: Optional[DocumentStatusInformation]
-    Content: Optional[DocumentContent]
-    DocumentType: Optional[DocumentType]
-    DocumentFormat: Optional[DocumentFormat]
-    Requires: Optional[DocumentRequiresList]
-    AttachmentsContent: Optional[AttachmentContentList]
-    ReviewStatus: Optional[ReviewStatus]
+    Name: DocumentARN | None
+    CreatedDate: DateTime | None
+    DisplayName: DocumentDisplayName | None
+    VersionName: DocumentVersionName | None
+    DocumentVersion: DocumentVersion | None
+    Status: DocumentStatus | None
+    StatusInformation: DocumentStatusInformation | None
+    Content: DocumentContent | None
+    DocumentType: DocumentType | None
+    DocumentFormat: DocumentFormat | None
+    Requires: DocumentRequiresList | None
+    AttachmentsContent: AttachmentContentList | None
+    ReviewStatus: ReviewStatus | None
 
 
 class GetExecutionPreviewRequest(ServiceRequest):
@@ -4464,28 +4470,28 @@ class GetExecutionPreviewRequest(ServiceRequest):
 
 
 class GetExecutionPreviewResponse(TypedDict, total=False):
-    ExecutionPreviewId: Optional[ExecutionPreviewId]
-    EndedAt: Optional[DateTime]
-    Status: Optional[ExecutionPreviewStatus]
-    StatusMessage: Optional[String]
-    ExecutionPreview: Optional[ExecutionPreview]
+    ExecutionPreviewId: ExecutionPreviewId | None
+    EndedAt: DateTime | None
+    Status: ExecutionPreviewStatus | None
+    StatusMessage: String | None
+    ExecutionPreview: ExecutionPreview | None
 
 
 class ResultAttribute(TypedDict, total=False):
     TypeName: InventoryItemTypeName
 
 
-ResultAttributeList = List[ResultAttribute]
-InventoryFilterValueList = List[InventoryFilterValue]
+ResultAttributeList = list[ResultAttribute]
+InventoryFilterValueList = list[InventoryFilterValue]
 
 
 class InventoryFilter(TypedDict, total=False):
     Key: InventoryFilterKey
     Values: InventoryFilterValueList
-    Type: Optional[InventoryQueryOperatorType]
+    Type: InventoryQueryOperatorType | None
 
 
-InventoryFilterList = List[InventoryFilter]
+InventoryFilterList = list[InventoryFilter]
 
 
 class InventoryGroup(TypedDict, total=False):
@@ -4493,58 +4499,58 @@ class InventoryGroup(TypedDict, total=False):
     Filters: InventoryFilterList
 
 
-InventoryGroupList = List[InventoryGroup]
-InventoryAggregatorList = List["InventoryAggregator"]
+InventoryGroupList = list[InventoryGroup]
+InventoryAggregatorList = list["InventoryAggregator"]
 
 
 class InventoryAggregator(TypedDict, total=False):
-    Expression: Optional[InventoryAggregatorExpression]
-    Aggregators: Optional[InventoryAggregatorList]
-    Groups: Optional[InventoryGroupList]
+    Expression: InventoryAggregatorExpression | None
+    Aggregators: InventoryAggregatorList | None
+    Groups: InventoryGroupList | None
 
 
 class GetInventoryRequest(ServiceRequest):
-    Filters: Optional[InventoryFilterList]
-    Aggregators: Optional[InventoryAggregatorList]
-    ResultAttributes: Optional[ResultAttributeList]
-    NextToken: Optional[NextToken]
-    MaxResults: Optional[MaxResults]
+    Filters: InventoryFilterList | None
+    Aggregators: InventoryAggregatorList | None
+    ResultAttributes: ResultAttributeList | None
+    NextToken: NextToken | None
+    MaxResults: MaxResults | None
 
 
-InventoryItemEntry = Dict[AttributeName, AttributeValue]
-InventoryItemEntryList = List[InventoryItemEntry]
+InventoryItemEntry = dict[AttributeName, AttributeValue]
+InventoryItemEntryList = list[InventoryItemEntry]
 
 
 class InventoryResultItem(TypedDict, total=False):
     TypeName: InventoryItemTypeName
     SchemaVersion: InventoryItemSchemaVersion
-    CaptureTime: Optional[InventoryItemCaptureTime]
-    ContentHash: Optional[InventoryItemContentHash]
+    CaptureTime: InventoryItemCaptureTime | None
+    ContentHash: InventoryItemContentHash | None
     Content: InventoryItemEntryList
 
 
-InventoryResultItemMap = Dict[InventoryResultItemKey, InventoryResultItem]
+InventoryResultItemMap = dict[InventoryResultItemKey, InventoryResultItem]
 
 
 class InventoryResultEntity(TypedDict, total=False):
-    Id: Optional[InventoryResultEntityId]
-    Data: Optional[InventoryResultItemMap]
+    Id: InventoryResultEntityId | None
+    Data: InventoryResultItemMap | None
 
 
-InventoryResultEntityList = List[InventoryResultEntity]
+InventoryResultEntityList = list[InventoryResultEntity]
 
 
 class GetInventoryResult(TypedDict, total=False):
-    Entities: Optional[InventoryResultEntityList]
-    NextToken: Optional[NextToken]
+    Entities: InventoryResultEntityList | None
+    NextToken: NextToken | None
 
 
 class GetInventorySchemaRequest(ServiceRequest):
-    TypeName: Optional[InventoryItemTypeNameFilter]
-    NextToken: Optional[NextToken]
-    MaxResults: Optional[GetInventorySchemaMaxResults]
-    Aggregator: Optional[AggregatorSchemaOnly]
-    SubType: Optional[IsSubTypeSchema]
+    TypeName: InventoryItemTypeNameFilter | None
+    NextToken: NextToken | None
+    MaxResults: GetInventorySchemaMaxResults | None
+    Aggregator: AggregatorSchemaOnly | None
+    SubType: IsSubTypeSchema | None
 
 
 class InventoryItemAttribute(TypedDict, total=False):
@@ -4552,38 +4558,38 @@ class InventoryItemAttribute(TypedDict, total=False):
     DataType: InventoryAttributeDataType
 
 
-InventoryItemAttributeList = List[InventoryItemAttribute]
+InventoryItemAttributeList = list[InventoryItemAttribute]
 
 
 class InventoryItemSchema(TypedDict, total=False):
     TypeName: InventoryItemTypeName
-    Version: Optional[InventoryItemSchemaVersion]
+    Version: InventoryItemSchemaVersion | None
     Attributes: InventoryItemAttributeList
-    DisplayName: Optional[InventoryTypeDisplayName]
+    DisplayName: InventoryTypeDisplayName | None
 
 
-InventoryItemSchemaResultList = List[InventoryItemSchema]
+InventoryItemSchemaResultList = list[InventoryItemSchema]
 
 
 class GetInventorySchemaResult(TypedDict, total=False):
-    Schemas: Optional[InventoryItemSchemaResultList]
-    NextToken: Optional[NextToken]
+    Schemas: InventoryItemSchemaResultList | None
+    NextToken: NextToken | None
 
 
 class GetMaintenanceWindowExecutionRequest(ServiceRequest):
     WindowExecutionId: MaintenanceWindowExecutionId
 
 
-MaintenanceWindowExecutionTaskIdList = List[MaintenanceWindowExecutionTaskId]
+MaintenanceWindowExecutionTaskIdList = list[MaintenanceWindowExecutionTaskId]
 
 
 class GetMaintenanceWindowExecutionResult(TypedDict, total=False):
-    WindowExecutionId: Optional[MaintenanceWindowExecutionId]
-    TaskIds: Optional[MaintenanceWindowExecutionTaskIdList]
-    Status: Optional[MaintenanceWindowExecutionStatus]
-    StatusDetails: Optional[MaintenanceWindowExecutionStatusDetails]
-    StartTime: Optional[DateTime]
-    EndTime: Optional[DateTime]
+    WindowExecutionId: MaintenanceWindowExecutionId | None
+    TaskIds: MaintenanceWindowExecutionTaskIdList | None
+    Status: MaintenanceWindowExecutionStatus | None
+    StatusDetails: MaintenanceWindowExecutionStatusDetails | None
+    StartTime: DateTime | None
+    EndTime: DateTime | None
 
 
 class GetMaintenanceWindowExecutionTaskInvocationRequest(ServiceRequest):
@@ -4593,18 +4599,18 @@ class GetMaintenanceWindowExecutionTaskInvocationRequest(ServiceRequest):
 
 
 class GetMaintenanceWindowExecutionTaskInvocationResult(TypedDict, total=False):
-    WindowExecutionId: Optional[MaintenanceWindowExecutionId]
-    TaskExecutionId: Optional[MaintenanceWindowExecutionTaskId]
-    InvocationId: Optional[MaintenanceWindowExecutionTaskInvocationId]
-    ExecutionId: Optional[MaintenanceWindowExecutionTaskExecutionId]
-    TaskType: Optional[MaintenanceWindowTaskType]
-    Parameters: Optional[MaintenanceWindowExecutionTaskInvocationParameters]
-    Status: Optional[MaintenanceWindowExecutionStatus]
-    StatusDetails: Optional[MaintenanceWindowExecutionStatusDetails]
-    StartTime: Optional[DateTime]
-    EndTime: Optional[DateTime]
-    OwnerInformation: Optional[OwnerInformation]
-    WindowTargetId: Optional[MaintenanceWindowTaskTargetId]
+    WindowExecutionId: MaintenanceWindowExecutionId | None
+    TaskExecutionId: MaintenanceWindowExecutionTaskId | None
+    InvocationId: MaintenanceWindowExecutionTaskInvocationId | None
+    ExecutionId: MaintenanceWindowExecutionTaskExecutionId | None
+    TaskType: MaintenanceWindowTaskType | None
+    Parameters: MaintenanceWindowExecutionTaskInvocationParameters | None
+    Status: MaintenanceWindowExecutionStatus | None
+    StatusDetails: MaintenanceWindowExecutionStatusDetails | None
+    StartTime: DateTime | None
+    EndTime: DateTime | None
+    OwnerInformation: OwnerInformation | None
+    WindowTargetId: MaintenanceWindowTaskTargetId | None
 
 
 class GetMaintenanceWindowExecutionTaskRequest(ServiceRequest):
@@ -4612,25 +4618,25 @@ class GetMaintenanceWindowExecutionTaskRequest(ServiceRequest):
     TaskId: MaintenanceWindowExecutionTaskId
 
 
-MaintenanceWindowTaskParametersList = List[MaintenanceWindowTaskParameters]
+MaintenanceWindowTaskParametersList = list[MaintenanceWindowTaskParameters]
 
 
 class GetMaintenanceWindowExecutionTaskResult(TypedDict, total=False):
-    WindowExecutionId: Optional[MaintenanceWindowExecutionId]
-    TaskExecutionId: Optional[MaintenanceWindowExecutionTaskId]
-    TaskArn: Optional[MaintenanceWindowTaskArn]
-    ServiceRole: Optional[ServiceRole]
-    Type: Optional[MaintenanceWindowTaskType]
-    TaskParameters: Optional[MaintenanceWindowTaskParametersList]
-    Priority: Optional[MaintenanceWindowTaskPriority]
-    MaxConcurrency: Optional[MaxConcurrency]
-    MaxErrors: Optional[MaxErrors]
-    Status: Optional[MaintenanceWindowExecutionStatus]
-    StatusDetails: Optional[MaintenanceWindowExecutionStatusDetails]
-    StartTime: Optional[DateTime]
-    EndTime: Optional[DateTime]
-    AlarmConfiguration: Optional[AlarmConfiguration]
-    TriggeredAlarms: Optional[AlarmStateInformationList]
+    WindowExecutionId: MaintenanceWindowExecutionId | None
+    TaskExecutionId: MaintenanceWindowExecutionTaskId | None
+    TaskArn: MaintenanceWindowTaskArn | None
+    ServiceRole: ServiceRole | None
+    Type: MaintenanceWindowTaskType | None
+    TaskParameters: MaintenanceWindowTaskParametersList | None
+    Priority: MaintenanceWindowTaskPriority | None
+    MaxConcurrency: MaxConcurrency | None
+    MaxErrors: MaxErrors | None
+    Status: MaintenanceWindowExecutionStatus | None
+    StatusDetails: MaintenanceWindowExecutionStatusDetails | None
+    StartTime: DateTime | None
+    EndTime: DateTime | None
+    AlarmConfiguration: AlarmConfiguration | None
+    TriggeredAlarms: AlarmStateInformationList | None
 
 
 class GetMaintenanceWindowRequest(ServiceRequest):
@@ -4638,21 +4644,21 @@ class GetMaintenanceWindowRequest(ServiceRequest):
 
 
 class GetMaintenanceWindowResult(TypedDict, total=False):
-    WindowId: Optional[MaintenanceWindowId]
-    Name: Optional[MaintenanceWindowName]
-    Description: Optional[MaintenanceWindowDescription]
-    StartDate: Optional[MaintenanceWindowStringDateTime]
-    EndDate: Optional[MaintenanceWindowStringDateTime]
-    Schedule: Optional[MaintenanceWindowSchedule]
-    ScheduleTimezone: Optional[MaintenanceWindowTimezone]
-    ScheduleOffset: Optional[MaintenanceWindowOffset]
-    NextExecutionTime: Optional[MaintenanceWindowStringDateTime]
-    Duration: Optional[MaintenanceWindowDurationHours]
-    Cutoff: Optional[MaintenanceWindowCutoff]
-    AllowUnassociatedTargets: Optional[MaintenanceWindowAllowUnassociatedTargets]
-    Enabled: Optional[MaintenanceWindowEnabled]
-    CreatedDate: Optional[DateTime]
-    ModifiedDate: Optional[DateTime]
+    WindowId: MaintenanceWindowId | None
+    Name: MaintenanceWindowName | None
+    Description: MaintenanceWindowDescription | None
+    StartDate: MaintenanceWindowStringDateTime | None
+    EndDate: MaintenanceWindowStringDateTime | None
+    Schedule: MaintenanceWindowSchedule | None
+    ScheduleTimezone: MaintenanceWindowTimezone | None
+    ScheduleOffset: MaintenanceWindowOffset | None
+    NextExecutionTime: MaintenanceWindowStringDateTime | None
+    Duration: MaintenanceWindowDurationHours | None
+    Cutoff: MaintenanceWindowCutoff | None
+    AllowUnassociatedTargets: MaintenanceWindowAllowUnassociatedTargets | None
+    Enabled: MaintenanceWindowEnabled | None
+    CreatedDate: DateTime | None
+    ModifiedDate: DateTime | None
 
 
 class GetMaintenanceWindowTaskRequest(ServiceRequest):
@@ -4664,306 +4670,306 @@ class GetMaintenanceWindowTaskRequest(ServiceRequest):
 
 
 class MaintenanceWindowLambdaParameters(TypedDict, total=False):
-    ClientContext: Optional[MaintenanceWindowLambdaClientContext]
-    Qualifier: Optional[MaintenanceWindowLambdaQualifier]
-    Payload: Optional[MaintenanceWindowLambdaPayload]
+    ClientContext: MaintenanceWindowLambdaClientContext | None
+    Qualifier: MaintenanceWindowLambdaQualifier | None
+    Payload: MaintenanceWindowLambdaPayload | None
 
 
 class MaintenanceWindowStepFunctionsParameters(TypedDict, total=False):
-    Input: Optional[MaintenanceWindowStepFunctionsInput]
-    Name: Optional[MaintenanceWindowStepFunctionsName]
+    Input: MaintenanceWindowStepFunctionsInput | None
+    Name: MaintenanceWindowStepFunctionsName | None
 
 
 class MaintenanceWindowAutomationParameters(TypedDict, total=False):
-    DocumentVersion: Optional[DocumentVersion]
-    Parameters: Optional[AutomationParameterMap]
+    DocumentVersion: DocumentVersion | None
+    Parameters: AutomationParameterMap | None
 
 
 class MaintenanceWindowRunCommandParameters(TypedDict, total=False):
-    Comment: Optional[Comment]
-    CloudWatchOutputConfig: Optional[CloudWatchOutputConfig]
-    DocumentHash: Optional[DocumentHash]
-    DocumentHashType: Optional[DocumentHashType]
-    DocumentVersion: Optional[DocumentVersion]
-    NotificationConfig: Optional[NotificationConfig]
-    OutputS3BucketName: Optional[S3BucketName]
-    OutputS3KeyPrefix: Optional[S3KeyPrefix]
-    Parameters: Optional[Parameters]
-    ServiceRoleArn: Optional[ServiceRole]
-    TimeoutSeconds: Optional[TimeoutSeconds]
+    Comment: Comment | None
+    CloudWatchOutputConfig: CloudWatchOutputConfig | None
+    DocumentHash: DocumentHash | None
+    DocumentHashType: DocumentHashType | None
+    DocumentVersion: DocumentVersion | None
+    NotificationConfig: NotificationConfig | None
+    OutputS3BucketName: S3BucketName | None
+    OutputS3KeyPrefix: S3KeyPrefix | None
+    Parameters: Parameters | None
+    ServiceRoleArn: ServiceRole | None
+    TimeoutSeconds: TimeoutSeconds | None
 
 
 class MaintenanceWindowTaskInvocationParameters(TypedDict, total=False):
-    RunCommand: Optional[MaintenanceWindowRunCommandParameters]
-    Automation: Optional[MaintenanceWindowAutomationParameters]
-    StepFunctions: Optional[MaintenanceWindowStepFunctionsParameters]
-    Lambda: Optional[MaintenanceWindowLambdaParameters]
+    RunCommand: MaintenanceWindowRunCommandParameters | None
+    Automation: MaintenanceWindowAutomationParameters | None
+    StepFunctions: MaintenanceWindowStepFunctionsParameters | None
+    Lambda: MaintenanceWindowLambdaParameters | None
 
 
 class GetMaintenanceWindowTaskResult(TypedDict, total=False):
-    WindowId: Optional[MaintenanceWindowId]
-    WindowTaskId: Optional[MaintenanceWindowTaskId]
-    Targets: Optional[Targets]
-    TaskArn: Optional[MaintenanceWindowTaskArn]
-    ServiceRoleArn: Optional[ServiceRole]
-    TaskType: Optional[MaintenanceWindowTaskType]
-    TaskParameters: Optional[MaintenanceWindowTaskParameters]
-    TaskInvocationParameters: Optional[MaintenanceWindowTaskInvocationParameters]
-    Priority: Optional[MaintenanceWindowTaskPriority]
-    MaxConcurrency: Optional[MaxConcurrency]
-    MaxErrors: Optional[MaxErrors]
-    LoggingInfo: Optional[LoggingInfo]
-    Name: Optional[MaintenanceWindowName]
-    Description: Optional[MaintenanceWindowDescription]
-    CutoffBehavior: Optional[MaintenanceWindowTaskCutoffBehavior]
-    AlarmConfiguration: Optional[AlarmConfiguration]
+    WindowId: MaintenanceWindowId | None
+    WindowTaskId: MaintenanceWindowTaskId | None
+    Targets: Targets | None
+    TaskArn: MaintenanceWindowTaskArn | None
+    ServiceRoleArn: ServiceRole | None
+    TaskType: MaintenanceWindowTaskType | None
+    TaskParameters: MaintenanceWindowTaskParameters | None
+    TaskInvocationParameters: MaintenanceWindowTaskInvocationParameters | None
+    Priority: MaintenanceWindowTaskPriority | None
+    MaxConcurrency: MaxConcurrency | None
+    MaxErrors: MaxErrors | None
+    LoggingInfo: LoggingInfo | None
+    Name: MaintenanceWindowName | None
+    Description: MaintenanceWindowDescription | None
+    CutoffBehavior: MaintenanceWindowTaskCutoffBehavior | None
+    AlarmConfiguration: AlarmConfiguration | None
 
 
 class GetOpsItemRequest(ServiceRequest):
     OpsItemId: OpsItemId
-    OpsItemArn: Optional[OpsItemArn]
+    OpsItemArn: OpsItemArn | None
 
 
 class OpsItem(TypedDict, total=False):
-    CreatedBy: Optional[String]
-    OpsItemType: Optional[OpsItemType]
-    CreatedTime: Optional[DateTime]
-    Description: Optional[OpsItemDescription]
-    LastModifiedBy: Optional[String]
-    LastModifiedTime: Optional[DateTime]
-    Notifications: Optional[OpsItemNotifications]
-    Priority: Optional[OpsItemPriority]
-    RelatedOpsItems: Optional[RelatedOpsItems]
-    Status: Optional[OpsItemStatus]
-    OpsItemId: Optional[OpsItemId]
-    Version: Optional[String]
-    Title: Optional[OpsItemTitle]
-    Source: Optional[OpsItemSource]
-    OperationalData: Optional[OpsItemOperationalData]
-    Category: Optional[OpsItemCategory]
-    Severity: Optional[OpsItemSeverity]
-    ActualStartTime: Optional[DateTime]
-    ActualEndTime: Optional[DateTime]
-    PlannedStartTime: Optional[DateTime]
-    PlannedEndTime: Optional[DateTime]
-    OpsItemArn: Optional[OpsItemArn]
+    CreatedBy: String | None
+    OpsItemType: OpsItemType | None
+    CreatedTime: DateTime | None
+    Description: OpsItemDescription | None
+    LastModifiedBy: String | None
+    LastModifiedTime: DateTime | None
+    Notifications: OpsItemNotifications | None
+    Priority: OpsItemPriority | None
+    RelatedOpsItems: RelatedOpsItems | None
+    Status: OpsItemStatus | None
+    OpsItemId: OpsItemId | None
+    Version: String | None
+    Title: OpsItemTitle | None
+    Source: OpsItemSource | None
+    OperationalData: OpsItemOperationalData | None
+    Category: OpsItemCategory | None
+    Severity: OpsItemSeverity | None
+    ActualStartTime: DateTime | None
+    ActualEndTime: DateTime | None
+    PlannedStartTime: DateTime | None
+    PlannedEndTime: DateTime | None
+    OpsItemArn: OpsItemArn | None
 
 
 class GetOpsItemResponse(TypedDict, total=False):
-    OpsItem: Optional[OpsItem]
+    OpsItem: OpsItem | None
 
 
 class GetOpsMetadataRequest(ServiceRequest):
     OpsMetadataArn: OpsMetadataArn
-    MaxResults: Optional[GetOpsMetadataMaxResults]
-    NextToken: Optional[NextToken]
+    MaxResults: GetOpsMetadataMaxResults | None
+    NextToken: NextToken | None
 
 
 class GetOpsMetadataResult(TypedDict, total=False):
-    ResourceId: Optional[OpsMetadataResourceId]
-    Metadata: Optional[MetadataMap]
-    NextToken: Optional[NextToken]
+    ResourceId: OpsMetadataResourceId | None
+    Metadata: MetadataMap | None
+    NextToken: NextToken | None
 
 
 class OpsResultAttribute(TypedDict, total=False):
     TypeName: OpsDataTypeName
 
 
-OpsResultAttributeList = List[OpsResultAttribute]
-OpsAggregatorList = List["OpsAggregator"]
-OpsFilterValueList = List[OpsFilterValue]
+OpsResultAttributeList = list[OpsResultAttribute]
+OpsAggregatorList = list["OpsAggregator"]
+OpsFilterValueList = list[OpsFilterValue]
 
 
 class OpsFilter(TypedDict, total=False):
     Key: OpsFilterKey
     Values: OpsFilterValueList
-    Type: Optional[OpsFilterOperatorType]
+    Type: OpsFilterOperatorType | None
 
 
-OpsFilterList = List[OpsFilter]
-OpsAggregatorValueMap = Dict[OpsAggregatorValueKey, OpsAggregatorValue]
+OpsFilterList = list[OpsFilter]
+OpsAggregatorValueMap = dict[OpsAggregatorValueKey, OpsAggregatorValue]
 
 
 class OpsAggregator(TypedDict, total=False):
-    AggregatorType: Optional[OpsAggregatorType]
-    TypeName: Optional[OpsDataTypeName]
-    AttributeName: Optional[OpsDataAttributeName]
-    Values: Optional[OpsAggregatorValueMap]
-    Filters: Optional[OpsFilterList]
-    Aggregators: Optional[OpsAggregatorList]
+    AggregatorType: OpsAggregatorType | None
+    TypeName: OpsDataTypeName | None
+    AttributeName: OpsDataAttributeName | None
+    Values: OpsAggregatorValueMap | None
+    Filters: OpsFilterList | None
+    Aggregators: OpsAggregatorList | None
 
 
 class GetOpsSummaryRequest(ServiceRequest):
-    SyncName: Optional[ResourceDataSyncName]
-    Filters: Optional[OpsFilterList]
-    Aggregators: Optional[OpsAggregatorList]
-    ResultAttributes: Optional[OpsResultAttributeList]
-    NextToken: Optional[NextToken]
-    MaxResults: Optional[MaxResults]
+    SyncName: ResourceDataSyncName | None
+    Filters: OpsFilterList | None
+    Aggregators: OpsAggregatorList | None
+    ResultAttributes: OpsResultAttributeList | None
+    NextToken: NextToken | None
+    MaxResults: MaxResults | None
 
 
-OpsEntityItemEntry = Dict[AttributeName, AttributeValue]
-OpsEntityItemEntryList = List[OpsEntityItemEntry]
+OpsEntityItemEntry = dict[AttributeName, AttributeValue]
+OpsEntityItemEntryList = list[OpsEntityItemEntry]
 
 
 class OpsEntityItem(TypedDict, total=False):
-    CaptureTime: Optional[OpsEntityItemCaptureTime]
-    Content: Optional[OpsEntityItemEntryList]
+    CaptureTime: OpsEntityItemCaptureTime | None
+    Content: OpsEntityItemEntryList | None
 
 
-OpsEntityItemMap = Dict[OpsEntityItemKey, OpsEntityItem]
+OpsEntityItemMap = dict[OpsEntityItemKey, OpsEntityItem]
 
 
 class OpsEntity(TypedDict, total=False):
-    Id: Optional[OpsEntityId]
-    Data: Optional[OpsEntityItemMap]
+    Id: OpsEntityId | None
+    Data: OpsEntityItemMap | None
 
 
-OpsEntityList = List[OpsEntity]
+OpsEntityList = list[OpsEntity]
 
 
 class GetOpsSummaryResult(TypedDict, total=False):
-    Entities: Optional[OpsEntityList]
-    NextToken: Optional[NextToken]
+    Entities: OpsEntityList | None
+    NextToken: NextToken | None
 
 
 class GetParameterHistoryRequest(ServiceRequest):
     Name: PSParameterName
-    WithDecryption: Optional[Boolean]
-    MaxResults: Optional[MaxResults]
-    NextToken: Optional[NextToken]
+    WithDecryption: Boolean | None
+    MaxResults: MaxResults | None
+    NextToken: NextToken | None
 
 
-ParameterLabelList = List[ParameterLabel]
+ParameterLabelList = list[ParameterLabel]
 
 
 class ParameterHistory(TypedDict, total=False):
-    Name: Optional[PSParameterName]
-    Type: Optional[ParameterType]
-    KeyId: Optional[ParameterKeyId]
-    LastModifiedDate: Optional[DateTime]
-    LastModifiedUser: Optional[String]
-    Description: Optional[ParameterDescription]
-    Value: Optional[PSParameterValue]
-    AllowedPattern: Optional[AllowedPattern]
-    Version: Optional[PSParameterVersion]
-    Labels: Optional[ParameterLabelList]
-    Tier: Optional[ParameterTier]
-    Policies: Optional[ParameterPolicyList]
-    DataType: Optional[ParameterDataType]
+    Name: PSParameterName | None
+    Type: ParameterType | None
+    KeyId: ParameterKeyId | None
+    LastModifiedDate: DateTime | None
+    LastModifiedUser: String | None
+    Description: ParameterDescription | None
+    Value: PSParameterValue | None
+    AllowedPattern: AllowedPattern | None
+    Version: PSParameterVersion | None
+    Labels: ParameterLabelList | None
+    Tier: ParameterTier | None
+    Policies: ParameterPolicyList | None
+    DataType: ParameterDataType | None
 
 
-ParameterHistoryList = List[ParameterHistory]
+ParameterHistoryList = list[ParameterHistory]
 
 
 class GetParameterHistoryResult(TypedDict, total=False):
-    Parameters: Optional[ParameterHistoryList]
-    NextToken: Optional[NextToken]
+    Parameters: ParameterHistoryList | None
+    NextToken: NextToken | None
 
 
 class GetParameterRequest(ServiceRequest):
     Name: PSParameterName
-    WithDecryption: Optional[Boolean]
+    WithDecryption: Boolean | None
 
 
 class Parameter(TypedDict, total=False):
-    Name: Optional[PSParameterName]
-    Type: Optional[ParameterType]
-    Value: Optional[PSParameterValue]
-    Version: Optional[PSParameterVersion]
-    Selector: Optional[PSParameterSelector]
-    SourceResult: Optional[String]
-    LastModifiedDate: Optional[DateTime]
-    ARN: Optional[String]
-    DataType: Optional[ParameterDataType]
+    Name: PSParameterName | None
+    Type: ParameterType | None
+    Value: PSParameterValue | None
+    Version: PSParameterVersion | None
+    Selector: PSParameterSelector | None
+    SourceResult: String | None
+    LastModifiedDate: DateTime | None
+    ARN: String | None
+    DataType: ParameterDataType | None
 
 
 class GetParameterResult(TypedDict, total=False):
-    Parameter: Optional[Parameter]
+    Parameter: Parameter | None
 
 
 class GetParametersByPathRequest(ServiceRequest):
     Path: PSParameterName
-    Recursive: Optional[Boolean]
-    ParameterFilters: Optional[ParameterStringFilterList]
-    WithDecryption: Optional[Boolean]
-    MaxResults: Optional[GetParametersByPathMaxResults]
-    NextToken: Optional[NextToken]
+    Recursive: Boolean | None
+    ParameterFilters: ParameterStringFilterList | None
+    WithDecryption: Boolean | None
+    MaxResults: GetParametersByPathMaxResults | None
+    NextToken: NextToken | None
 
 
-ParameterList = List[Parameter]
+ParameterList = list[Parameter]
 
 
 class GetParametersByPathResult(TypedDict, total=False):
-    Parameters: Optional[ParameterList]
-    NextToken: Optional[NextToken]
+    Parameters: ParameterList | None
+    NextToken: NextToken | None
 
 
 class GetParametersRequest(ServiceRequest):
     Names: ParameterNameList
-    WithDecryption: Optional[Boolean]
+    WithDecryption: Boolean | None
 
 
 class GetParametersResult(TypedDict, total=False):
-    Parameters: Optional[ParameterList]
-    InvalidParameters: Optional[ParameterNameList]
+    Parameters: ParameterList | None
+    InvalidParameters: ParameterNameList | None
 
 
 class GetPatchBaselineForPatchGroupRequest(ServiceRequest):
     PatchGroup: PatchGroup
-    OperatingSystem: Optional[OperatingSystem]
+    OperatingSystem: OperatingSystem | None
 
 
 class GetPatchBaselineForPatchGroupResult(TypedDict, total=False):
-    BaselineId: Optional[BaselineId]
-    PatchGroup: Optional[PatchGroup]
-    OperatingSystem: Optional[OperatingSystem]
+    BaselineId: BaselineId | None
+    PatchGroup: PatchGroup | None
+    OperatingSystem: OperatingSystem | None
 
 
 class GetPatchBaselineRequest(ServiceRequest):
     BaselineId: BaselineId
 
 
-PatchGroupList = List[PatchGroup]
+PatchGroupList = list[PatchGroup]
 
 
 class GetPatchBaselineResult(TypedDict, total=False):
-    BaselineId: Optional[BaselineId]
-    Name: Optional[BaselineName]
-    OperatingSystem: Optional[OperatingSystem]
-    GlobalFilters: Optional[PatchFilterGroup]
-    ApprovalRules: Optional[PatchRuleGroup]
-    ApprovedPatches: Optional[PatchIdList]
-    ApprovedPatchesComplianceLevel: Optional[PatchComplianceLevel]
-    ApprovedPatchesEnableNonSecurity: Optional[Boolean]
-    RejectedPatches: Optional[PatchIdList]
-    RejectedPatchesAction: Optional[PatchAction]
-    PatchGroups: Optional[PatchGroupList]
-    CreatedDate: Optional[DateTime]
-    ModifiedDate: Optional[DateTime]
-    Description: Optional[BaselineDescription]
-    Sources: Optional[PatchSourceList]
-    AvailableSecurityUpdatesComplianceStatus: Optional[PatchComplianceStatus]
+    BaselineId: BaselineId | None
+    Name: BaselineName | None
+    OperatingSystem: OperatingSystem | None
+    GlobalFilters: PatchFilterGroup | None
+    ApprovalRules: PatchRuleGroup | None
+    ApprovedPatches: PatchIdList | None
+    ApprovedPatchesComplianceLevel: PatchComplianceLevel | None
+    ApprovedPatchesEnableNonSecurity: Boolean | None
+    RejectedPatches: PatchIdList | None
+    RejectedPatchesAction: PatchAction | None
+    PatchGroups: PatchGroupList | None
+    CreatedDate: DateTime | None
+    ModifiedDate: DateTime | None
+    Description: BaselineDescription | None
+    Sources: PatchSourceList | None
+    AvailableSecurityUpdatesComplianceStatus: PatchComplianceStatus | None
 
 
 class GetResourcePoliciesRequest(ServiceRequest):
     ResourceArn: ResourceArnString
-    NextToken: Optional[String]
-    MaxResults: Optional[ResourcePolicyMaxResults]
+    NextToken: String | None
+    MaxResults: ResourcePolicyMaxResults | None
 
 
 class GetResourcePoliciesResponseEntry(TypedDict, total=False):
-    PolicyId: Optional[PolicyId]
-    PolicyHash: Optional[PolicyHash]
-    Policy: Optional[Policy]
+    PolicyId: PolicyId | None
+    PolicyHash: PolicyHash | None
+    Policy: Policy | None
 
 
-GetResourcePoliciesResponseEntries = List[GetResourcePoliciesResponseEntry]
+GetResourcePoliciesResponseEntries = list[GetResourcePoliciesResponseEntry]
 
 
 class GetResourcePoliciesResponse(TypedDict, total=False):
-    NextToken: Optional[String]
-    Policies: Optional[GetResourcePoliciesResponseEntries]
+    NextToken: String | None
+    Policies: GetResourcePoliciesResponseEntries | None
 
 
 class GetServiceSettingRequest(ServiceRequest):
@@ -4971,56 +4977,56 @@ class GetServiceSettingRequest(ServiceRequest):
 
 
 class ServiceSetting(TypedDict, total=False):
-    SettingId: Optional[ServiceSettingId]
-    SettingValue: Optional[ServiceSettingValue]
-    LastModifiedDate: Optional[DateTime]
-    LastModifiedUser: Optional[String]
-    ARN: Optional[String]
-    Status: Optional[String]
+    SettingId: ServiceSettingId | None
+    SettingValue: ServiceSettingValue | None
+    LastModifiedDate: DateTime | None
+    LastModifiedUser: String | None
+    ARN: String | None
+    Status: String | None
 
 
 class GetServiceSettingResult(TypedDict, total=False):
-    ServiceSetting: Optional[ServiceSetting]
+    ServiceSetting: ServiceSetting | None
 
 
 class InstanceInfo(TypedDict, total=False):
-    AgentType: Optional[AgentType]
-    AgentVersion: Optional[AgentVersion]
-    ComputerName: Optional[ComputerName]
-    InstanceStatus: Optional[InstanceStatus]
-    IpAddress: Optional[IpAddress]
-    ManagedStatus: Optional[ManagedStatus]
-    PlatformType: Optional[PlatformType]
-    PlatformName: Optional[PlatformName]
-    PlatformVersion: Optional[PlatformVersion]
-    ResourceType: Optional[ResourceType]
+    AgentType: AgentType | None
+    AgentVersion: AgentVersion | None
+    ComputerName: ComputerName | None
+    InstanceStatus: InstanceStatus | None
+    IpAddress: IpAddress | None
+    ManagedStatus: ManagedStatus | None
+    PlatformType: PlatformType | None
+    PlatformName: PlatformName | None
+    PlatformVersion: PlatformVersion | None
+    ResourceType: ResourceType | None
 
 
-InventoryItemContentContext = Dict[AttributeName, AttributeValue]
+InventoryItemContentContext = dict[AttributeName, AttributeValue]
 
 
 class InventoryItem(TypedDict, total=False):
     TypeName: InventoryItemTypeName
     SchemaVersion: InventoryItemSchemaVersion
     CaptureTime: InventoryItemCaptureTime
-    ContentHash: Optional[InventoryItemContentHash]
-    Content: Optional[InventoryItemEntryList]
-    Context: Optional[InventoryItemContentContext]
+    ContentHash: InventoryItemContentHash | None
+    Content: InventoryItemEntryList | None
+    Context: InventoryItemContentContext | None
 
 
-InventoryItemList = List[InventoryItem]
-KeyList = List[TagKey]
+InventoryItemList = list[InventoryItem]
+KeyList = list[TagKey]
 
 
 class LabelParameterVersionRequest(ServiceRequest):
     Name: PSParameterName
-    ParameterVersion: Optional[PSParameterVersion]
+    ParameterVersion: PSParameterVersion | None
     Labels: ParameterLabelList
 
 
 class LabelParameterVersionResult(TypedDict, total=False):
-    InvalidLabels: Optional[ParameterLabelList]
-    ParameterVersion: Optional[PSParameterVersion]
+    InvalidLabels: ParameterLabelList | None
+    ParameterVersion: PSParameterVersion | None
 
 
 LastResourceDataSyncTime = datetime
@@ -5029,209 +5035,209 @@ class LabelParameterVersionResult(TypedDict, total=False):
 
 class ListAssociationVersionsRequest(ServiceRequest):
     AssociationId: AssociationId
-    MaxResults: Optional[MaxResults]
-    NextToken: Optional[NextToken]
+    MaxResults: MaxResults | None
+    NextToken: NextToken | None
 
 
 class ListAssociationVersionsResult(TypedDict, total=False):
-    AssociationVersions: Optional[AssociationVersionList]
-    NextToken: Optional[NextToken]
+    AssociationVersions: AssociationVersionList | None
+    NextToken: NextToken | None
 
 
 class ListAssociationsRequest(ServiceRequest):
-    AssociationFilterList: Optional[AssociationFilterList]
-    MaxResults: Optional[MaxResults]
-    NextToken: Optional[NextToken]
+    AssociationFilterList: AssociationFilterList | None
+    MaxResults: MaxResults | None
+    NextToken: NextToken | None
 
 
 class ListAssociationsResult(TypedDict, total=False):
-    Associations: Optional[AssociationList]
-    NextToken: Optional[NextToken]
+    Associations: AssociationList | None
+    NextToken: NextToken | None
 
 
 class ListCommandInvocationsRequest(ServiceRequest):
-    CommandId: Optional[CommandId]
-    InstanceId: Optional[InstanceId]
-    MaxResults: Optional[CommandMaxResults]
-    NextToken: Optional[NextToken]
-    Filters: Optional[CommandFilterList]
-    Details: Optional[Boolean]
+    CommandId: CommandId | None
+    InstanceId: InstanceId | None
+    MaxResults: CommandMaxResults | None
+    NextToken: NextToken | None
+    Filters: CommandFilterList | None
+    Details: Boolean | None
 
 
 class ListCommandInvocationsResult(TypedDict, total=False):
-    CommandInvocations: Optional[CommandInvocationList]
-    NextToken: Optional[NextToken]
+    CommandInvocations: CommandInvocationList | None
+    NextToken: NextToken | None
 
 
 class ListCommandsRequest(ServiceRequest):
-    CommandId: Optional[CommandId]
-    InstanceId: Optional[InstanceId]
-    MaxResults: Optional[CommandMaxResults]
-    NextToken: Optional[NextToken]
-    Filters: Optional[CommandFilterList]
+    CommandId: CommandId | None
+    InstanceId: InstanceId | None
+    MaxResults: CommandMaxResults | None
+    NextToken: NextToken | None
+    Filters: CommandFilterList | None
 
 
 class ListCommandsResult(TypedDict, total=False):
-    Commands: Optional[CommandList]
-    NextToken: Optional[NextToken]
+    Commands: CommandList | None
+    NextToken: NextToken | None
 
 
 class ListComplianceItemsRequest(ServiceRequest):
-    Filters: Optional[ComplianceStringFilterList]
-    ResourceIds: Optional[ComplianceResourceIdList]
-    ResourceTypes: Optional[ComplianceResourceTypeList]
-    NextToken: Optional[NextToken]
-    MaxResults: Optional[MaxResults]
+    Filters: ComplianceStringFilterList | None
+    ResourceIds: ComplianceResourceIdList | None
+    ResourceTypes: ComplianceResourceTypeList | None
+    NextToken: NextToken | None
+    MaxResults: MaxResults | None
 
 
 class ListComplianceItemsResult(TypedDict, total=False):
-    ComplianceItems: Optional[ComplianceItemList]
-    NextToken: Optional[NextToken]
+    ComplianceItems: ComplianceItemList | None
+    NextToken: NextToken | None
 
 
 class ListComplianceSummariesRequest(ServiceRequest):
-    Filters: Optional[ComplianceStringFilterList]
-    NextToken: Optional[NextToken]
-    MaxResults: Optional[MaxResults]
+    Filters: ComplianceStringFilterList | None
+    NextToken: NextToken | None
+    MaxResults: MaxResults | None
 
 
 class ListComplianceSummariesResult(TypedDict, total=False):
-    ComplianceSummaryItems: Optional[ComplianceSummaryItemList]
-    NextToken: Optional[NextToken]
+    ComplianceSummaryItems: ComplianceSummaryItemList | None
+    NextToken: NextToken | None
 
 
 class ListDocumentMetadataHistoryRequest(ServiceRequest):
     Name: DocumentName
-    DocumentVersion: Optional[DocumentVersion]
+    DocumentVersion: DocumentVersion | None
     Metadata: DocumentMetadataEnum
-    NextToken: Optional[NextToken]
-    MaxResults: Optional[MaxResults]
+    NextToken: NextToken | None
+    MaxResults: MaxResults | None
 
 
 class ListDocumentMetadataHistoryResponse(TypedDict, total=False):
-    Name: Optional[DocumentName]
-    DocumentVersion: Optional[DocumentVersion]
-    Author: Optional[DocumentAuthor]
-    Metadata: Optional[DocumentMetadataResponseInfo]
-    NextToken: Optional[NextToken]
+    Name: DocumentName | None
+    DocumentVersion: DocumentVersion | None
+    Author: DocumentAuthor | None
+    Metadata: DocumentMetadataResponseInfo | None
+    NextToken: NextToken | None
 
 
 class ListDocumentVersionsRequest(ServiceRequest):
     Name: DocumentARN
-    MaxResults: Optional[MaxResults]
-    NextToken: Optional[NextToken]
+    MaxResults: MaxResults | None
+    NextToken: NextToken | None
 
 
 class ListDocumentVersionsResult(TypedDict, total=False):
-    DocumentVersions: Optional[DocumentVersionList]
-    NextToken: Optional[NextToken]
+    DocumentVersions: DocumentVersionList | None
+    NextToken: NextToken | None
 
 
 class ListDocumentsRequest(ServiceRequest):
-    DocumentFilterList: Optional[DocumentFilterList]
-    Filters: Optional[DocumentKeyValuesFilterList]
-    MaxResults: Optional[MaxResults]
-    NextToken: Optional[NextToken]
+    DocumentFilterList: DocumentFilterList | None
+    Filters: DocumentKeyValuesFilterList | None
+    MaxResults: MaxResults | None
+    NextToken: NextToken | None
 
 
 class ListDocumentsResult(TypedDict, total=False):
-    DocumentIdentifiers: Optional[DocumentIdentifierList]
-    NextToken: Optional[NextToken]
+    DocumentIdentifiers: DocumentIdentifierList | None
+    NextToken: NextToken | None
 
 
 class ListInventoryEntriesRequest(ServiceRequest):
     InstanceId: InstanceId
     TypeName: InventoryItemTypeName
-    Filters: Optional[InventoryFilterList]
-    NextToken: Optional[NextToken]
-    MaxResults: Optional[MaxResults]
+    Filters: InventoryFilterList | None
+    NextToken: NextToken | None
+    MaxResults: MaxResults | None
 
 
 class ListInventoryEntriesResult(TypedDict, total=False):
-    TypeName: Optional[InventoryItemTypeName]
-    InstanceId: Optional[InstanceId]
-    SchemaVersion: Optional[InventoryItemSchemaVersion]
-    CaptureTime: Optional[InventoryItemCaptureTime]
-    Entries: Optional[InventoryItemEntryList]
-    NextToken: Optional[NextToken]
+    TypeName: InventoryItemTypeName | None
+    InstanceId: InstanceId | None
+    SchemaVersion: InventoryItemSchemaVersion | None
+    CaptureTime: InventoryItemCaptureTime | None
+    Entries: InventoryItemEntryList | None
+    NextToken: NextToken | None
 
 
-NodeFilterValueList = List[NodeFilterValue]
+NodeFilterValueList = list[NodeFilterValue]
 
 
 class NodeFilter(TypedDict, total=False):
     Key: NodeFilterKey
     Values: NodeFilterValueList
-    Type: Optional[NodeFilterOperatorType]
+    Type: NodeFilterOperatorType | None
 
 
-NodeFilterList = List[NodeFilter]
+NodeFilterList = list[NodeFilter]
 
 
 class ListNodesRequest(ServiceRequest):
-    SyncName: Optional[ResourceDataSyncName]
-    Filters: Optional[NodeFilterList]
-    NextToken: Optional[NextToken]
-    MaxResults: Optional[MaxResults]
+    SyncName: ResourceDataSyncName | None
+    Filters: NodeFilterList | None
+    NextToken: NextToken | None
+    MaxResults: MaxResults | None
 
 
 class NodeType(TypedDict, total=False):
-    Instance: Optional[InstanceInfo]
+    Instance: InstanceInfo | None
 
 
 class NodeOwnerInfo(TypedDict, total=False):
-    AccountId: Optional[NodeAccountId]
-    OrganizationalUnitId: Optional[NodeOrganizationalUnitId]
-    OrganizationalUnitPath: Optional[NodeOrganizationalUnitPath]
+    AccountId: NodeAccountId | None
+    OrganizationalUnitId: NodeOrganizationalUnitId | None
+    OrganizationalUnitPath: NodeOrganizationalUnitPath | None
 
 
 NodeCaptureTime = datetime
 
 
 class Node(TypedDict, total=False):
-    CaptureTime: Optional[NodeCaptureTime]
-    Id: Optional[NodeId]
-    Owner: Optional[NodeOwnerInfo]
-    Region: Optional[NodeRegion]
-    NodeType: Optional[NodeType]
+    CaptureTime: NodeCaptureTime | None
+    Id: NodeId | None
+    Owner: NodeOwnerInfo | None
+    Region: NodeRegion | None
+    NodeType: NodeType | None
 
 
-NodeList = List[Node]
+NodeList = list[Node]
 
 
 class ListNodesResult(TypedDict, total=False):
-    Nodes: Optional[NodeList]
-    NextToken: Optional[NextToken]
+    Nodes: NodeList | None
+    NextToken: NextToken | None
 
 
-NodeAggregatorList = List["NodeAggregator"]
+NodeAggregatorList = list["NodeAggregator"]
 
 
 class NodeAggregator(TypedDict, total=False):
     AggregatorType: NodeAggregatorType
     TypeName: NodeTypeName
     AttributeName: NodeAttributeName
-    Aggregators: Optional[NodeAggregatorList]
+    Aggregators: NodeAggregatorList | None
 
 
 class ListNodesSummaryRequest(ServiceRequest):
-    SyncName: Optional[ResourceDataSyncName]
-    Filters: Optional[NodeFilterList]
+    SyncName: ResourceDataSyncName | None
+    Filters: NodeFilterList | None
     Aggregators: NodeAggregatorList
-    NextToken: Optional[NextToken]
-    MaxResults: Optional[MaxResults]
+    NextToken: NextToken | None
+    MaxResults: MaxResults | None
 
 
-NodeSummary = Dict[AttributeName, AttributeValue]
-NodeSummaryList = List[NodeSummary]
+NodeSummary = dict[AttributeName, AttributeValue]
+NodeSummaryList = list[NodeSummary]
 
 
 class ListNodesSummaryResult(TypedDict, total=False):
-    Summary: Optional[NodeSummaryList]
-    NextToken: Optional[NextToken]
+    Summary: NodeSummaryList | None
+    NextToken: NextToken | None
 
 
-OpsItemEventFilterValues = List[OpsItemEventFilterValue]
+OpsItemEventFilterValues = list[OpsItemEventFilterValue]
 
 
 class OpsItemEventFilter(TypedDict, total=False):
@@ -5240,38 +5246,38 @@ class OpsItemEventFilter(TypedDict, total=False):
     Operator: OpsItemEventFilterOperator
 
 
-OpsItemEventFilters = List[OpsItemEventFilter]
+OpsItemEventFilters = list[OpsItemEventFilter]
 
 
 class ListOpsItemEventsRequest(ServiceRequest):
-    Filters: Optional[OpsItemEventFilters]
-    MaxResults: Optional[OpsItemEventMaxResults]
-    NextToken: Optional[String]
+    Filters: OpsItemEventFilters | None
+    MaxResults: OpsItemEventMaxResults | None
+    NextToken: String | None
 
 
 class OpsItemIdentity(TypedDict, total=False):
-    Arn: Optional[String]
+    Arn: String | None
 
 
 class OpsItemEventSummary(TypedDict, total=False):
-    OpsItemId: Optional[String]
-    EventId: Optional[String]
-    Source: Optional[String]
-    DetailType: Optional[String]
-    Detail: Optional[String]
-    CreatedBy: Optional[OpsItemIdentity]
-    CreatedTime: Optional[DateTime]
+    OpsItemId: String | None
+    EventId: String | None
+    Source: String | None
+    DetailType: String | None
+    Detail: String | None
+    CreatedBy: OpsItemIdentity | None
+    CreatedTime: DateTime | None
 
 
-OpsItemEventSummaries = List[OpsItemEventSummary]
+OpsItemEventSummaries = list[OpsItemEventSummary]
 
 
 class ListOpsItemEventsResponse(TypedDict, total=False):
-    NextToken: Optional[String]
-    Summaries: Optional[OpsItemEventSummaries]
+    NextToken: String | None
+    Summaries: OpsItemEventSummaries | None
 
 
-OpsItemRelatedItemsFilterValues = List[OpsItemRelatedItemsFilterValue]
+OpsItemRelatedItemsFilterValues = list[OpsItemRelatedItemsFilterValue]
 
 
 class OpsItemRelatedItemsFilter(TypedDict, total=False):
@@ -5280,37 +5286,37 @@ class OpsItemRelatedItemsFilter(TypedDict, total=False):
     Operator: OpsItemRelatedItemsFilterOperator
 
 
-OpsItemRelatedItemsFilters = List[OpsItemRelatedItemsFilter]
+OpsItemRelatedItemsFilters = list[OpsItemRelatedItemsFilter]
 
 
 class ListOpsItemRelatedItemsRequest(ServiceRequest):
-    OpsItemId: Optional[OpsItemId]
-    Filters: Optional[OpsItemRelatedItemsFilters]
-    MaxResults: Optional[OpsItemRelatedItemsMaxResults]
-    NextToken: Optional[String]
+    OpsItemId: OpsItemId | None
+    Filters: OpsItemRelatedItemsFilters | None
+    MaxResults: OpsItemRelatedItemsMaxResults | None
+    NextToken: String | None
 
 
 class OpsItemRelatedItemSummary(TypedDict, total=False):
-    OpsItemId: Optional[OpsItemId]
-    AssociationId: Optional[OpsItemRelatedItemAssociationId]
-    ResourceType: Optional[OpsItemRelatedItemAssociationResourceType]
-    AssociationType: Optional[OpsItemRelatedItemAssociationType]
-    ResourceUri: Optional[OpsItemRelatedItemAssociationResourceUri]
-    CreatedBy: Optional[OpsItemIdentity]
-    CreatedTime: Optional[DateTime]
-    LastModifiedBy: Optional[OpsItemIdentity]
-    LastModifiedTime: Optional[DateTime]
+    OpsItemId: OpsItemId | None
+    AssociationId: OpsItemRelatedItemAssociationId | None
+    ResourceType: OpsItemRelatedItemAssociationResourceType | None
+    AssociationType: OpsItemRelatedItemAssociationType | None
+    ResourceUri: OpsItemRelatedItemAssociationResourceUri | None
+    CreatedBy: OpsItemIdentity | None
+    CreatedTime: DateTime | None
+    LastModifiedBy: OpsItemIdentity | None
+    LastModifiedTime: DateTime | None
 
 
-OpsItemRelatedItemSummaries = List[OpsItemRelatedItemSummary]
+OpsItemRelatedItemSummaries = list[OpsItemRelatedItemSummary]
 
 
 class ListOpsItemRelatedItemsResponse(TypedDict, total=False):
-    NextToken: Optional[String]
-    Summaries: Optional[OpsItemRelatedItemSummaries]
+    NextToken: String | None
+    Summaries: OpsItemRelatedItemSummaries | None
 
 
-OpsMetadataFilterValueList = List[OpsMetadataFilterValue]
+OpsMetadataFilterValueList = list[OpsMetadataFilterValue]
 
 
 class OpsMetadataFilter(TypedDict, total=False):
@@ -5318,60 +5324,60 @@ class OpsMetadataFilter(TypedDict, total=False):
     Values: OpsMetadataFilterValueList
 
 
-OpsMetadataFilterList = List[OpsMetadataFilter]
+OpsMetadataFilterList = list[OpsMetadataFilter]
 
 
 class ListOpsMetadataRequest(ServiceRequest):
-    Filters: Optional[OpsMetadataFilterList]
-    MaxResults: Optional[ListOpsMetadataMaxResults]
-    NextToken: Optional[NextToken]
+    Filters: OpsMetadataFilterList | None
+    MaxResults: ListOpsMetadataMaxResults | None
+    NextToken: NextToken | None
 
 
 class OpsMetadata(TypedDict, total=False):
-    ResourceId: Optional[OpsMetadataResourceId]
-    OpsMetadataArn: Optional[OpsMetadataArn]
-    LastModifiedDate: Optional[DateTime]
-    LastModifiedUser: Optional[String]
-    CreationDate: Optional[DateTime]
+    ResourceId: OpsMetadataResourceId | None
+    OpsMetadataArn: OpsMetadataArn | None
+    LastModifiedDate: DateTime | None
+    LastModifiedUser: String | None
+    CreationDate: DateTime | None
 
 
-OpsMetadataList = List[OpsMetadata]
+OpsMetadataList = list[OpsMetadata]
 
 
 class ListOpsMetadataResult(TypedDict, total=False):
-    OpsMetadataList: Optional[OpsMetadataList]
-    NextToken: Optional[NextToken]
+    OpsMetadataList: OpsMetadataList | None
+    NextToken: NextToken | None
 
 
 class ListResourceComplianceSummariesRequest(ServiceRequest):
-    Filters: Optional[ComplianceStringFilterList]
-    NextToken: Optional[NextToken]
-    MaxResults: Optional[MaxResults]
+    Filters: ComplianceStringFilterList | None
+    NextToken: NextToken | None
+    MaxResults: MaxResults | None
 
 
 class ResourceComplianceSummaryItem(TypedDict, total=False):
-    ComplianceType: Optional[ComplianceTypeName]
-    ResourceType: Optional[ComplianceResourceType]
-    ResourceId: Optional[ComplianceResourceId]
-    Status: Optional[ComplianceStatus]
-    OverallSeverity: Optional[ComplianceSeverity]
-    ExecutionSummary: Optional[ComplianceExecutionSummary]
-    CompliantSummary: Optional[CompliantSummary]
-    NonCompliantSummary: Optional[NonCompliantSummary]
+    ComplianceType: ComplianceTypeName | None
+    ResourceType: ComplianceResourceType | None
+    ResourceId: ComplianceResourceId | None
+    Status: ComplianceStatus | None
+    OverallSeverity: ComplianceSeverity | None
+    ExecutionSummary: ComplianceExecutionSummary | None
+    CompliantSummary: CompliantSummary | None
+    NonCompliantSummary: NonCompliantSummary | None
 
 
-ResourceComplianceSummaryItemList = List[ResourceComplianceSummaryItem]
+ResourceComplianceSummaryItemList = list[ResourceComplianceSummaryItem]
 
 
 class ListResourceComplianceSummariesResult(TypedDict, total=False):
-    ResourceComplianceSummaryItems: Optional[ResourceComplianceSummaryItemList]
-    NextToken: Optional[NextToken]
+    ResourceComplianceSummaryItems: ResourceComplianceSummaryItemList | None
+    NextToken: NextToken | None
 
 
 class ListResourceDataSyncRequest(ServiceRequest):
-    SyncType: Optional[ResourceDataSyncType]
-    NextToken: Optional[NextToken]
-    MaxResults: Optional[MaxResults]
+    SyncType: ResourceDataSyncType | None
+    NextToken: NextToken | None
+    MaxResults: MaxResults | None
 
 
 ResourceDataSyncCreatedTime = datetime
@@ -5379,33 +5385,33 @@ class ListResourceDataSyncRequest(ServiceRequest):
 
 
 class ResourceDataSyncSourceWithState(TypedDict, total=False):
-    SourceType: Optional[ResourceDataSyncSourceType]
-    AwsOrganizationsSource: Optional[ResourceDataSyncAwsOrganizationsSource]
-    SourceRegions: Optional[ResourceDataSyncSourceRegionList]
-    IncludeFutureRegions: Optional[ResourceDataSyncIncludeFutureRegions]
-    State: Optional[ResourceDataSyncState]
-    EnableAllOpsDataSources: Optional[ResourceDataSyncEnableAllOpsDataSources]
+    SourceType: ResourceDataSyncSourceType | None
+    AwsOrganizationsSource: ResourceDataSyncAwsOrganizationsSource | None
+    SourceRegions: ResourceDataSyncSourceRegionList | None
+    IncludeFutureRegions: ResourceDataSyncIncludeFutureRegions | None
+    State: ResourceDataSyncState | None
+    EnableAllOpsDataSources: ResourceDataSyncEnableAllOpsDataSources | None
 
 
 class ResourceDataSyncItem(TypedDict, total=False):
-    SyncName: Optional[ResourceDataSyncName]
-    SyncType: Optional[ResourceDataSyncType]
-    SyncSource: Optional[ResourceDataSyncSourceWithState]
-    S3Destination: Optional[ResourceDataSyncS3Destination]
-    LastSyncTime: Optional[LastResourceDataSyncTime]
-    LastSuccessfulSyncTime: Optional[LastSuccessfulResourceDataSyncTime]
-    SyncLastModifiedTime: Optional[ResourceDataSyncLastModifiedTime]
-    LastStatus: Optional[LastResourceDataSyncStatus]
-    SyncCreatedTime: Optional[ResourceDataSyncCreatedTime]
-    LastSyncStatusMessage: Optional[LastResourceDataSyncMessage]
+    SyncName: ResourceDataSyncName | None
+    SyncType: ResourceDataSyncType | None
+    SyncSource: ResourceDataSyncSourceWithState | None
+    S3Destination: ResourceDataSyncS3Destination | None
+    LastSyncTime: LastResourceDataSyncTime | None
+    LastSuccessfulSyncTime: LastSuccessfulResourceDataSyncTime | None
+    SyncLastModifiedTime: ResourceDataSyncLastModifiedTime | None
+    LastStatus: LastResourceDataSyncStatus | None
+    SyncCreatedTime: ResourceDataSyncCreatedTime | None
+    LastSyncStatusMessage: LastResourceDataSyncMessage | None
 
 
-ResourceDataSyncItemList = List[ResourceDataSyncItem]
+ResourceDataSyncItemList = list[ResourceDataSyncItem]
 
 
 class ListResourceDataSyncResult(TypedDict, total=False):
-    ResourceDataSyncItems: Optional[ResourceDataSyncItemList]
-    NextToken: Optional[NextToken]
+    ResourceDataSyncItems: ResourceDataSyncItemList | None
+    NextToken: NextToken | None
 
 
 class ListTagsForResourceRequest(ServiceRequest):
@@ -5414,25 +5420,25 @@ class ListTagsForResourceRequest(ServiceRequest):
 
 
 class ListTagsForResourceResult(TypedDict, total=False):
-    TagList: Optional[TagList]
+    TagList: TagList | None
 
 
-MetadataKeysToDeleteList = List[MetadataKey]
+MetadataKeysToDeleteList = list[MetadataKey]
 
 
 class ModifyDocumentPermissionRequest(ServiceRequest):
     Name: DocumentName
     PermissionType: DocumentPermissionType
-    AccountIdsToAdd: Optional[AccountIdList]
-    AccountIdsToRemove: Optional[AccountIdList]
-    SharedDocumentVersion: Optional[SharedDocumentVersion]
+    AccountIdsToAdd: AccountIdList | None
+    AccountIdsToRemove: AccountIdList | None
+    SharedDocumentVersion: SharedDocumentVersion | None
 
 
 class ModifyDocumentPermissionResponse(TypedDict, total=False):
     pass
 
 
-OpsItemOpsDataKeysList = List[String]
+OpsItemOpsDataKeysList = list[String]
 
 
 class PutComplianceItemsRequest(ServiceRequest):
@@ -5441,8 +5447,8 @@ class PutComplianceItemsRequest(ServiceRequest):
     ComplianceType: ComplianceTypeName
     ExecutionSummary: ComplianceExecutionSummary
     Items: ComplianceItemEntryList
-    ItemContentHash: Optional[ComplianceItemContentHash]
-    UploadType: Optional[ComplianceUploadType]
+    ItemContentHash: ComplianceItemContentHash | None
+    UploadType: ComplianceUploadType | None
 
 
 class PutComplianceItemsResult(TypedDict, total=False):
@@ -5455,38 +5461,38 @@ class PutInventoryRequest(ServiceRequest):
 
 
 class PutInventoryResult(TypedDict, total=False):
-    Message: Optional[PutInventoryMessage]
+    Message: PutInventoryMessage | None
 
 
 class PutParameterRequest(ServiceRequest):
     Name: PSParameterName
-    Description: Optional[ParameterDescription]
+    Description: ParameterDescription | None
     Value: PSParameterValue
-    Type: Optional[ParameterType]
-    KeyId: Optional[ParameterKeyId]
-    Overwrite: Optional[Boolean]
-    AllowedPattern: Optional[AllowedPattern]
-    Tags: Optional[TagList]
-    Tier: Optional[ParameterTier]
-    Policies: Optional[ParameterPolicies]
-    DataType: Optional[ParameterDataType]
+    Type: ParameterType | None
+    KeyId: ParameterKeyId | None
+    Overwrite: Boolean | None
+    AllowedPattern: AllowedPattern | None
+    Tags: TagList | None
+    Tier: ParameterTier | None
+    Policies: ParameterPolicies | None
+    DataType: ParameterDataType | None
 
 
 class PutParameterResult(TypedDict, total=False):
-    Version: Optional[PSParameterVersion]
-    Tier: Optional[ParameterTier]
+    Version: PSParameterVersion | None
+    Tier: ParameterTier | None
 
 
 class PutResourcePolicyRequest(ServiceRequest):
     ResourceArn: ResourceArnString
     Policy: Policy
-    PolicyId: Optional[PolicyId]
-    PolicyHash: Optional[PolicyHash]
+    PolicyId: PolicyId | None
+    PolicyHash: PolicyHash | None
 
 
 class PutResourcePolicyResponse(TypedDict, total=False):
-    PolicyId: Optional[PolicyId]
-    PolicyHash: Optional[PolicyHash]
+    PolicyId: PolicyId | None
+    PolicyHash: PolicyHash | None
 
 
 class RegisterDefaultPatchBaselineRequest(ServiceRequest):
@@ -5494,7 +5500,7 @@ class RegisterDefaultPatchBaselineRequest(ServiceRequest):
 
 
 class RegisterDefaultPatchBaselineResult(TypedDict, total=False):
-    BaselineId: Optional[BaselineId]
+    BaselineId: BaselineId | None
 
 
 class RegisterPatchBaselineForPatchGroupRequest(ServiceRequest):
@@ -5503,45 +5509,45 @@ class RegisterPatchBaselineForPatchGroupRequest(ServiceRequest):
 
 
 class RegisterPatchBaselineForPatchGroupResult(TypedDict, total=False):
-    BaselineId: Optional[BaselineId]
-    PatchGroup: Optional[PatchGroup]
+    BaselineId: BaselineId | None
+    PatchGroup: PatchGroup | None
 
 
 class RegisterTargetWithMaintenanceWindowRequest(ServiceRequest):
     WindowId: MaintenanceWindowId
     ResourceType: MaintenanceWindowResourceType
     Targets: Targets
-    OwnerInformation: Optional[OwnerInformation]
-    Name: Optional[MaintenanceWindowName]
-    Description: Optional[MaintenanceWindowDescription]
-    ClientToken: Optional[ClientToken]
+    OwnerInformation: OwnerInformation | None
+    Name: MaintenanceWindowName | None
+    Description: MaintenanceWindowDescription | None
+    ClientToken: ClientToken | None
 
 
 class RegisterTargetWithMaintenanceWindowResult(TypedDict, total=False):
-    WindowTargetId: Optional[MaintenanceWindowTargetId]
+    WindowTargetId: MaintenanceWindowTargetId | None
 
 
 class RegisterTaskWithMaintenanceWindowRequest(ServiceRequest):
     WindowId: MaintenanceWindowId
-    Targets: Optional[Targets]
+    Targets: Targets | None
     TaskArn: MaintenanceWindowTaskArn
-    ServiceRoleArn: Optional[ServiceRole]
+    ServiceRoleArn: ServiceRole | None
     TaskType: MaintenanceWindowTaskType
-    TaskParameters: Optional[MaintenanceWindowTaskParameters]
-    TaskInvocationParameters: Optional[MaintenanceWindowTaskInvocationParameters]
-    Priority: Optional[MaintenanceWindowTaskPriority]
-    MaxConcurrency: Optional[MaxConcurrency]
-    MaxErrors: Optional[MaxErrors]
-    LoggingInfo: Optional[LoggingInfo]
-    Name: Optional[MaintenanceWindowName]
-    Description: Optional[MaintenanceWindowDescription]
-    ClientToken: Optional[ClientToken]
-    CutoffBehavior: Optional[MaintenanceWindowTaskCutoffBehavior]
-    AlarmConfiguration: Optional[AlarmConfiguration]
+    TaskParameters: MaintenanceWindowTaskParameters | None
+    TaskInvocationParameters: MaintenanceWindowTaskInvocationParameters | None
+    Priority: MaintenanceWindowTaskPriority | None
+    MaxConcurrency: MaxConcurrency | None
+    MaxErrors: MaxErrors | None
+    LoggingInfo: LoggingInfo | None
+    Name: MaintenanceWindowName | None
+    Description: MaintenanceWindowDescription | None
+    ClientToken: ClientToken | None
+    CutoffBehavior: MaintenanceWindowTaskCutoffBehavior | None
+    AlarmConfiguration: AlarmConfiguration | None
 
 
 class RegisterTaskWithMaintenanceWindowResult(TypedDict, total=False):
-    WindowTaskId: Optional[MaintenanceWindowTaskId]
+    WindowTaskId: MaintenanceWindowTaskId | None
 
 
 class RemoveTagsFromResourceRequest(ServiceRequest):
@@ -5559,7 +5565,7 @@ class ResetServiceSettingRequest(ServiceRequest):
 
 
 class ResetServiceSettingResult(TypedDict, total=False):
-    ServiceSetting: Optional[ServiceSetting]
+    ServiceSetting: ServiceSetting | None
 
 
 class ResumeSessionRequest(ServiceRequest):
@@ -5567,15 +5573,15 @@ class ResumeSessionRequest(ServiceRequest):
 
 
 class ResumeSessionResponse(TypedDict, total=False):
-    SessionId: Optional[SessionId]
-    TokenValue: Optional[TokenValue]
-    StreamUrl: Optional[StreamUrl]
+    SessionId: SessionId | None
+    TokenValue: TokenValue | None
+    StreamUrl: StreamUrl | None
 
 
 class SendAutomationSignalRequest(ServiceRequest):
     AutomationExecutionId: AutomationExecutionId
     SignalType: SignalType
-    Payload: Optional[AutomationParameterMap]
+    Payload: AutomationParameterMap | None
 
 
 class SendAutomationSignalResult(TypedDict, total=False):
@@ -5583,42 +5589,42 @@ class SendAutomationSignalResult(TypedDict, total=False):
 
 
 class SendCommandRequest(ServiceRequest):
-    InstanceIds: Optional[InstanceIdList]
-    Targets: Optional[Targets]
+    InstanceIds: InstanceIdList | None
+    Targets: Targets | None
     DocumentName: DocumentARN
-    DocumentVersion: Optional[DocumentVersion]
-    DocumentHash: Optional[DocumentHash]
-    DocumentHashType: Optional[DocumentHashType]
-    TimeoutSeconds: Optional[TimeoutSeconds]
-    Comment: Optional[Comment]
-    Parameters: Optional[Parameters]
-    OutputS3Region: Optional[S3Region]
-    OutputS3BucketName: Optional[S3BucketName]
-    OutputS3KeyPrefix: Optional[S3KeyPrefix]
-    MaxConcurrency: Optional[MaxConcurrency]
-    MaxErrors: Optional[MaxErrors]
-    ServiceRoleArn: Optional[ServiceRole]
-    NotificationConfig: Optional[NotificationConfig]
-    CloudWatchOutputConfig: Optional[CloudWatchOutputConfig]
-    AlarmConfiguration: Optional[AlarmConfiguration]
+    DocumentVersion: DocumentVersion | None
+    DocumentHash: DocumentHash | None
+    DocumentHashType: DocumentHashType | None
+    TimeoutSeconds: TimeoutSeconds | None
+    Comment: Comment | None
+    Parameters: Parameters | None
+    OutputS3Region: S3Region | None
+    OutputS3BucketName: S3BucketName | None
+    OutputS3KeyPrefix: S3KeyPrefix | None
+    MaxConcurrency: MaxConcurrency | None
+    MaxErrors: MaxErrors | None
+    ServiceRoleArn: ServiceRole | None
+    NotificationConfig: NotificationConfig | None
+    CloudWatchOutputConfig: CloudWatchOutputConfig | None
+    AlarmConfiguration: AlarmConfiguration | None
 
 
 class SendCommandResult(TypedDict, total=False):
-    Command: Optional[Command]
+    Command: Command | None
 
 
-SessionManagerParameterValueList = List[SessionManagerParameterValue]
-SessionManagerParameters = Dict[SessionManagerParameterName, SessionManagerParameterValueList]
+SessionManagerParameterValueList = list[SessionManagerParameterValue]
+SessionManagerParameters = dict[SessionManagerParameterName, SessionManagerParameterValueList]
 
 
 class StartAccessRequestRequest(ServiceRequest):
     Reason: String1to256
     Targets: Targets
-    Tags: Optional[TagList]
+    Tags: TagList | None
 
 
 class StartAccessRequestResponse(TypedDict, total=False):
-    AccessRequestId: Optional[AccessRequestId]
+    AccessRequestId: AccessRequestId | None
 
 
 class StartAssociationsOnceRequest(ServiceRequest):
@@ -5631,69 +5637,69 @@ class StartAssociationsOnceResult(TypedDict, total=False):
 
 class StartAutomationExecutionRequest(ServiceRequest):
     DocumentName: DocumentARN
-    DocumentVersion: Optional[DocumentVersion]
-    Parameters: Optional[AutomationParameterMap]
-    ClientToken: Optional[IdempotencyToken]
-    Mode: Optional[ExecutionMode]
-    TargetParameterName: Optional[AutomationParameterKey]
-    Targets: Optional[Targets]
-    TargetMaps: Optional[TargetMaps]
-    MaxConcurrency: Optional[MaxConcurrency]
-    MaxErrors: Optional[MaxErrors]
-    TargetLocations: Optional[TargetLocations]
-    Tags: Optional[TagList]
-    AlarmConfiguration: Optional[AlarmConfiguration]
-    TargetLocationsURL: Optional[TargetLocationsURL]
+    DocumentVersion: DocumentVersion | None
+    Parameters: AutomationParameterMap | None
+    ClientToken: IdempotencyToken | None
+    Mode: ExecutionMode | None
+    TargetParameterName: AutomationParameterKey | None
+    Targets: Targets | None
+    TargetMaps: TargetMaps | None
+    MaxConcurrency: MaxConcurrency | None
+    MaxErrors: MaxErrors | None
+    TargetLocations: TargetLocations | None
+    Tags: TagList | None
+    AlarmConfiguration: AlarmConfiguration | None
+    TargetLocationsURL: TargetLocationsURL | None
 
 
 class StartAutomationExecutionResult(TypedDict, total=False):
-    AutomationExecutionId: Optional[AutomationExecutionId]
+    AutomationExecutionId: AutomationExecutionId | None
 
 
 class StartChangeRequestExecutionRequest(ServiceRequest):
-    ScheduledTime: Optional[DateTime]
+    ScheduledTime: DateTime | None
     DocumentName: DocumentARN
-    DocumentVersion: Optional[DocumentVersion]
-    Parameters: Optional[AutomationParameterMap]
-    ChangeRequestName: Optional[ChangeRequestName]
-    ClientToken: Optional[IdempotencyToken]
-    AutoApprove: Optional[Boolean]
+    DocumentVersion: DocumentVersion | None
+    Parameters: AutomationParameterMap | None
+    ChangeRequestName: ChangeRequestName | None
+    ClientToken: IdempotencyToken | None
+    AutoApprove: Boolean | None
     Runbooks: Runbooks
-    Tags: Optional[TagList]
-    ScheduledEndTime: Optional[DateTime]
-    ChangeDetails: Optional[ChangeDetailsValue]
+    Tags: TagList | None
+    ScheduledEndTime: DateTime | None
+    ChangeDetails: ChangeDetailsValue | None
 
 
 class StartChangeRequestExecutionResult(TypedDict, total=False):
-    AutomationExecutionId: Optional[AutomationExecutionId]
+    AutomationExecutionId: AutomationExecutionId | None
 
 
 class StartExecutionPreviewRequest(ServiceRequest):
     DocumentName: DocumentName
-    DocumentVersion: Optional[DocumentVersion]
-    ExecutionInputs: Optional[ExecutionInputs]
+    DocumentVersion: DocumentVersion | None
+    ExecutionInputs: ExecutionInputs | None
 
 
 class StartExecutionPreviewResponse(TypedDict, total=False):
-    ExecutionPreviewId: Optional[ExecutionPreviewId]
+    ExecutionPreviewId: ExecutionPreviewId | None
 
 
 class StartSessionRequest(ServiceRequest):
     Target: SessionTarget
-    DocumentName: Optional[DocumentARN]
-    Reason: Optional[SessionReason]
-    Parameters: Optional[SessionManagerParameters]
+    DocumentName: DocumentARN | None
+    Reason: SessionReason | None
+    Parameters: SessionManagerParameters | None
 
 
 class StartSessionResponse(TypedDict, total=False):
-    SessionId: Optional[SessionId]
-    TokenValue: Optional[TokenValue]
-    StreamUrl: Optional[StreamUrl]
+    SessionId: SessionId | None
+    TokenValue: TokenValue | None
+    StreamUrl: StreamUrl | None
 
 
 class StopAutomationExecutionRequest(ServiceRequest):
     AutomationExecutionId: AutomationExecutionId
-    Type: Optional[StopType]
+    Type: StopType | None
 
 
 class StopAutomationExecutionResult(TypedDict, total=False):
@@ -5705,7 +5711,7 @@ class TerminateSessionRequest(ServiceRequest):
 
 
 class TerminateSessionResponse(TypedDict, total=False):
-    SessionId: Optional[SessionId]
+    SessionId: SessionId | None
 
 
 class UnlabelParameterVersionRequest(ServiceRequest):
@@ -5715,36 +5721,36 @@ class UnlabelParameterVersionRequest(ServiceRequest):
 
 
 class UnlabelParameterVersionResult(TypedDict, total=False):
-    RemovedLabels: Optional[ParameterLabelList]
-    InvalidLabels: Optional[ParameterLabelList]
+    RemovedLabels: ParameterLabelList | None
+    InvalidLabels: ParameterLabelList | None
 
 
 class UpdateAssociationRequest(ServiceRequest):
     AssociationId: AssociationId
-    Parameters: Optional[Parameters]
-    DocumentVersion: Optional[DocumentVersion]
-    ScheduleExpression: Optional[ScheduleExpression]
-    OutputLocation: Optional[InstanceAssociationOutputLocation]
-    Name: Optional[DocumentARN]
-    Targets: Optional[Targets]
-    AssociationName: Optional[AssociationName]
-    AssociationVersion: Optional[AssociationVersion]
-    AutomationTargetParameterName: Optional[AutomationTargetParameterName]
-    MaxErrors: Optional[MaxErrors]
-    MaxConcurrency: Optional[MaxConcurrency]
-    ComplianceSeverity: Optional[AssociationComplianceSeverity]
-    SyncCompliance: Optional[AssociationSyncCompliance]
-    ApplyOnlyAtCronInterval: Optional[ApplyOnlyAtCronInterval]
-    CalendarNames: Optional[CalendarNameOrARNList]
-    TargetLocations: Optional[TargetLocations]
-    ScheduleOffset: Optional[ScheduleOffset]
-    Duration: Optional[Duration]
-    TargetMaps: Optional[TargetMaps]
-    AlarmConfiguration: Optional[AlarmConfiguration]
+    Parameters: Parameters | None
+    DocumentVersion: DocumentVersion | None
+    ScheduleExpression: ScheduleExpression | None
+    OutputLocation: InstanceAssociationOutputLocation | None
+    Name: DocumentARN | None
+    Targets: Targets | None
+    AssociationName: AssociationName | None
+    AssociationVersion: AssociationVersion | None
+    AutomationTargetParameterName: AutomationTargetParameterName | None
+    MaxErrors: MaxErrors | None
+    MaxConcurrency: MaxConcurrency | None
+    ComplianceSeverity: AssociationComplianceSeverity | None
+    SyncCompliance: AssociationSyncCompliance | None
+    ApplyOnlyAtCronInterval: ApplyOnlyAtCronInterval | None
+    CalendarNames: CalendarNameOrARNList | None
+    TargetLocations: TargetLocations | None
+    ScheduleOffset: ScheduleOffset | None
+    Duration: Duration | None
+    TargetMaps: TargetMaps | None
+    AlarmConfiguration: AlarmConfiguration | None
 
 
 class UpdateAssociationResult(TypedDict, total=False):
-    AssociationDescription: Optional[AssociationDescription]
+    AssociationDescription: AssociationDescription | None
 
 
 class UpdateAssociationStatusRequest(ServiceRequest):
@@ -5754,7 +5760,7 @@ class UpdateAssociationStatusRequest(ServiceRequest):
 
 
 class UpdateAssociationStatusResult(TypedDict, total=False):
-    AssociationDescription: Optional[AssociationDescription]
+    AssociationDescription: AssociationDescription | None
 
 
 class UpdateDocumentDefaultVersionRequest(ServiceRequest):
@@ -5763,12 +5769,12 @@ class UpdateDocumentDefaultVersionRequest(ServiceRequest):
 
 
 class UpdateDocumentDefaultVersionResult(TypedDict, total=False):
-    Description: Optional[DocumentDefaultVersionDescription]
+    Description: DocumentDefaultVersionDescription | None
 
 
 class UpdateDocumentMetadataRequest(ServiceRequest):
     Name: DocumentName
-    DocumentVersion: Optional[DocumentVersion]
+    DocumentVersion: DocumentVersion | None
     DocumentReviews: DocumentReviews
 
 
@@ -5778,104 +5784,104 @@ class UpdateDocumentMetadataResponse(TypedDict, total=False):
 
 class UpdateDocumentRequest(ServiceRequest):
     Content: DocumentContent
-    Attachments: Optional[AttachmentsSourceList]
+    Attachments: AttachmentsSourceList | None
     Name: DocumentName
-    DisplayName: Optional[DocumentDisplayName]
-    VersionName: Optional[DocumentVersionName]
-    DocumentVersion: Optional[DocumentVersion]
-    DocumentFormat: Optional[DocumentFormat]
-    TargetType: Optional[TargetType]
+    DisplayName: DocumentDisplayName | None
+    VersionName: DocumentVersionName | None
+    DocumentVersion: DocumentVersion | None
+    DocumentFormat: DocumentFormat | None
+    TargetType: TargetType | None
 
 
 class UpdateDocumentResult(TypedDict, total=False):
-    DocumentDescription: Optional[DocumentDescription]
+    DocumentDescription: DocumentDescription | None
 
 
 class UpdateMaintenanceWindowRequest(ServiceRequest):
     WindowId: MaintenanceWindowId
-    Name: Optional[MaintenanceWindowName]
-    Description: Optional[MaintenanceWindowDescription]
-    StartDate: Optional[MaintenanceWindowStringDateTime]
-    EndDate: Optional[MaintenanceWindowStringDateTime]
-    Schedule: Optional[MaintenanceWindowSchedule]
-    ScheduleTimezone: Optional[MaintenanceWindowTimezone]
-    ScheduleOffset: Optional[MaintenanceWindowOffset]
-    Duration: Optional[MaintenanceWindowDurationHours]
-    Cutoff: Optional[MaintenanceWindowCutoff]
-    AllowUnassociatedTargets: Optional[MaintenanceWindowAllowUnassociatedTargets]
-    Enabled: Optional[MaintenanceWindowEnabled]
-    Replace: Optional[Boolean]
+    Name: MaintenanceWindowName | None
+    Description: MaintenanceWindowDescription | None
+    StartDate: MaintenanceWindowStringDateTime | None
+    EndDate: MaintenanceWindowStringDateTime | None
+    Schedule: MaintenanceWindowSchedule | None
+    ScheduleTimezone: MaintenanceWindowTimezone | None
+    ScheduleOffset: MaintenanceWindowOffset | None
+    Duration: MaintenanceWindowDurationHours | None
+    Cutoff: MaintenanceWindowCutoff | None
+    AllowUnassociatedTargets: MaintenanceWindowAllowUnassociatedTargets | None
+    Enabled: MaintenanceWindowEnabled | None
+    Replace: Boolean | None
 
 
 class UpdateMaintenanceWindowResult(TypedDict, total=False):
-    WindowId: Optional[MaintenanceWindowId]
-    Name: Optional[MaintenanceWindowName]
-    Description: Optional[MaintenanceWindowDescription]
-    StartDate: Optional[MaintenanceWindowStringDateTime]
-    EndDate: Optional[MaintenanceWindowStringDateTime]
-    Schedule: Optional[MaintenanceWindowSchedule]
-    ScheduleTimezone: Optional[MaintenanceWindowTimezone]
-    ScheduleOffset: Optional[MaintenanceWindowOffset]
-    Duration: Optional[MaintenanceWindowDurationHours]
-    Cutoff: Optional[MaintenanceWindowCutoff]
-    AllowUnassociatedTargets: Optional[MaintenanceWindowAllowUnassociatedTargets]
-    Enabled: Optional[MaintenanceWindowEnabled]
+    WindowId: MaintenanceWindowId | None
+    Name: MaintenanceWindowName | None
+    Description: MaintenanceWindowDescription | None
+    StartDate: MaintenanceWindowStringDateTime | None
+    EndDate: MaintenanceWindowStringDateTime | None
+    Schedule: MaintenanceWindowSchedule | None
+    ScheduleTimezone: MaintenanceWindowTimezone | None
+    ScheduleOffset: MaintenanceWindowOffset | None
+    Duration: MaintenanceWindowDurationHours | None
+    Cutoff: MaintenanceWindowCutoff | None
+    AllowUnassociatedTargets: MaintenanceWindowAllowUnassociatedTargets | None
+    Enabled: MaintenanceWindowEnabled | None
 
 
 class UpdateMaintenanceWindowTargetRequest(ServiceRequest):
     WindowId: MaintenanceWindowId
     WindowTargetId: MaintenanceWindowTargetId
-    Targets: Optional[Targets]
-    OwnerInformation: Optional[OwnerInformation]
-    Name: Optional[MaintenanceWindowName]
-    Description: Optional[MaintenanceWindowDescription]
-    Replace: Optional[Boolean]
+    Targets: Targets | None
+    OwnerInformation: OwnerInformation | None
+    Name: MaintenanceWindowName | None
+    Description: MaintenanceWindowDescription | None
+    Replace: Boolean | None
 
 
 class UpdateMaintenanceWindowTargetResult(TypedDict, total=False):
-    WindowId: Optional[MaintenanceWindowId]
-    WindowTargetId: Optional[MaintenanceWindowTargetId]
-    Targets: Optional[Targets]
-    OwnerInformation: Optional[OwnerInformation]
-    Name: Optional[MaintenanceWindowName]
-    Description: Optional[MaintenanceWindowDescription]
+    WindowId: MaintenanceWindowId | None
+    WindowTargetId: MaintenanceWindowTargetId | None
+    Targets: Targets | None
+    OwnerInformation: OwnerInformation | None
+    Name: MaintenanceWindowName | None
+    Description: MaintenanceWindowDescription | None
 
 
 class UpdateMaintenanceWindowTaskRequest(ServiceRequest):
     WindowId: MaintenanceWindowId
     WindowTaskId: MaintenanceWindowTaskId
-    Targets: Optional[Targets]
-    TaskArn: Optional[MaintenanceWindowTaskArn]
-    ServiceRoleArn: Optional[ServiceRole]
-    TaskParameters: Optional[MaintenanceWindowTaskParameters]
-    TaskInvocationParameters: Optional[MaintenanceWindowTaskInvocationParameters]
-    Priority: Optional[MaintenanceWindowTaskPriority]
-    MaxConcurrency: Optional[MaxConcurrency]
-    MaxErrors: Optional[MaxErrors]
-    LoggingInfo: Optional[LoggingInfo]
-    Name: Optional[MaintenanceWindowName]
-    Description: Optional[MaintenanceWindowDescription]
-    Replace: Optional[Boolean]
-    CutoffBehavior: Optional[MaintenanceWindowTaskCutoffBehavior]
-    AlarmConfiguration: Optional[AlarmConfiguration]
+    Targets: Targets | None
+    TaskArn: MaintenanceWindowTaskArn | None
+    ServiceRoleArn: ServiceRole | None
+    TaskParameters: MaintenanceWindowTaskParameters | None
+    TaskInvocationParameters: MaintenanceWindowTaskInvocationParameters | None
+    Priority: MaintenanceWindowTaskPriority | None
+    MaxConcurrency: MaxConcurrency | None
+    MaxErrors: MaxErrors | None
+    LoggingInfo: LoggingInfo | None
+    Name: MaintenanceWindowName | None
+    Description: MaintenanceWindowDescription | None
+    Replace: Boolean | None
+    CutoffBehavior: MaintenanceWindowTaskCutoffBehavior | None
+    AlarmConfiguration: AlarmConfiguration | None
 
 
 class UpdateMaintenanceWindowTaskResult(TypedDict, total=False):
-    WindowId: Optional[MaintenanceWindowId]
-    WindowTaskId: Optional[MaintenanceWindowTaskId]
-    Targets: Optional[Targets]
-    TaskArn: Optional[MaintenanceWindowTaskArn]
-    ServiceRoleArn: Optional[ServiceRole]
-    TaskParameters: Optional[MaintenanceWindowTaskParameters]
-    TaskInvocationParameters: Optional[MaintenanceWindowTaskInvocationParameters]
-    Priority: Optional[MaintenanceWindowTaskPriority]
-    MaxConcurrency: Optional[MaxConcurrency]
-    MaxErrors: Optional[MaxErrors]
-    LoggingInfo: Optional[LoggingInfo]
-    Name: Optional[MaintenanceWindowName]
-    Description: Optional[MaintenanceWindowDescription]
-    CutoffBehavior: Optional[MaintenanceWindowTaskCutoffBehavior]
-    AlarmConfiguration: Optional[AlarmConfiguration]
+    WindowId: MaintenanceWindowId | None
+    WindowTaskId: MaintenanceWindowTaskId | None
+    Targets: Targets | None
+    TaskArn: MaintenanceWindowTaskArn | None
+    ServiceRoleArn: ServiceRole | None
+    TaskParameters: MaintenanceWindowTaskParameters | None
+    TaskInvocationParameters: MaintenanceWindowTaskInvocationParameters | None
+    Priority: MaintenanceWindowTaskPriority | None
+    MaxConcurrency: MaxConcurrency | None
+    MaxErrors: MaxErrors | None
+    LoggingInfo: LoggingInfo | None
+    Name: MaintenanceWindowName | None
+    Description: MaintenanceWindowDescription | None
+    CutoffBehavior: MaintenanceWindowTaskCutoffBehavior | None
+    AlarmConfiguration: AlarmConfiguration | None
 
 
 class UpdateManagedInstanceRoleRequest(ServiceRequest):
@@ -5888,22 +5894,22 @@ class UpdateManagedInstanceRoleResult(TypedDict, total=False):
 
 
 class UpdateOpsItemRequest(ServiceRequest):
-    Description: Optional[OpsItemDescription]
-    OperationalData: Optional[OpsItemOperationalData]
-    OperationalDataToDelete: Optional[OpsItemOpsDataKeysList]
-    Notifications: Optional[OpsItemNotifications]
-    Priority: Optional[OpsItemPriority]
-    RelatedOpsItems: Optional[RelatedOpsItems]
-    Status: Optional[OpsItemStatus]
+    Description: OpsItemDescription | None
+    OperationalData: OpsItemOperationalData | None
+    OperationalDataToDelete: OpsItemOpsDataKeysList | None
+    Notifications: OpsItemNotifications | None
+    Priority: OpsItemPriority | None
+    RelatedOpsItems: RelatedOpsItems | None
+    Status: OpsItemStatus | None
     OpsItemId: OpsItemId
-    Title: Optional[OpsItemTitle]
-    Category: Optional[OpsItemCategory]
-    Severity: Optional[OpsItemSeverity]
-    ActualStartTime: Optional[DateTime]
-    ActualEndTime: Optional[DateTime]
-    PlannedStartTime: Optional[DateTime]
-    PlannedEndTime: Optional[DateTime]
-    OpsItemArn: Optional[OpsItemArn]
+    Title: OpsItemTitle | None
+    Category: OpsItemCategory | None
+    Severity: OpsItemSeverity | None
+    ActualStartTime: DateTime | None
+    ActualEndTime: DateTime | None
+    PlannedStartTime: DateTime | None
+    PlannedEndTime: DateTime | None
+    OpsItemArn: OpsItemArn | None
 
 
 class UpdateOpsItemResponse(TypedDict, total=False):
@@ -5912,46 +5918,46 @@ class UpdateOpsItemResponse(TypedDict, total=False):
 
 class UpdateOpsMetadataRequest(ServiceRequest):
     OpsMetadataArn: OpsMetadataArn
-    MetadataToUpdate: Optional[MetadataMap]
-    KeysToDelete: Optional[MetadataKeysToDeleteList]
+    MetadataToUpdate: MetadataMap | None
+    KeysToDelete: MetadataKeysToDeleteList | None
 
 
 class UpdateOpsMetadataResult(TypedDict, total=False):
-    OpsMetadataArn: Optional[OpsMetadataArn]
+    OpsMetadataArn: OpsMetadataArn | None
 
 
 class UpdatePatchBaselineRequest(ServiceRequest):
     BaselineId: BaselineId
-    Name: Optional[BaselineName]
-    GlobalFilters: Optional[PatchFilterGroup]
-    ApprovalRules: Optional[PatchRuleGroup]
-    ApprovedPatches: Optional[PatchIdList]
-    ApprovedPatchesComplianceLevel: Optional[PatchComplianceLevel]
-    ApprovedPatchesEnableNonSecurity: Optional[Boolean]
-    RejectedPatches: Optional[PatchIdList]
-    RejectedPatchesAction: Optional[PatchAction]
-    Description: Optional[BaselineDescription]
-    Sources: Optional[PatchSourceList]
-    AvailableSecurityUpdatesComplianceStatus: Optional[PatchComplianceStatus]
-    Replace: Optional[Boolean]
+    Name: BaselineName | None
+    GlobalFilters: PatchFilterGroup | None
+    ApprovalRules: PatchRuleGroup | None
+    ApprovedPatches: PatchIdList | None
+    ApprovedPatchesComplianceLevel: PatchComplianceLevel | None
+    ApprovedPatchesEnableNonSecurity: Boolean | None
+    RejectedPatches: PatchIdList | None
+    RejectedPatchesAction: PatchAction | None
+    Description: BaselineDescription | None
+    Sources: PatchSourceList | None
+    AvailableSecurityUpdatesComplianceStatus: PatchComplianceStatus | None
+    Replace: Boolean | None
 
 
 class UpdatePatchBaselineResult(TypedDict, total=False):
-    BaselineId: Optional[BaselineId]
-    Name: Optional[BaselineName]
-    OperatingSystem: Optional[OperatingSystem]
-    GlobalFilters: Optional[PatchFilterGroup]
-    ApprovalRules: Optional[PatchRuleGroup]
-    ApprovedPatches: Optional[PatchIdList]
-    ApprovedPatchesComplianceLevel: Optional[PatchComplianceLevel]
-    ApprovedPatchesEnableNonSecurity: Optional[Boolean]
-    RejectedPatches: Optional[PatchIdList]
-    RejectedPatchesAction: Optional[PatchAction]
-    CreatedDate: Optional[DateTime]
-    ModifiedDate: Optional[DateTime]
-    Description: Optional[BaselineDescription]
-    Sources: Optional[PatchSourceList]
-    AvailableSecurityUpdatesComplianceStatus: Optional[PatchComplianceStatus]
+    BaselineId: BaselineId | None
+    Name: BaselineName | None
+    OperatingSystem: OperatingSystem | None
+    GlobalFilters: PatchFilterGroup | None
+    ApprovalRules: PatchRuleGroup | None
+    ApprovedPatches: PatchIdList | None
+    ApprovedPatchesComplianceLevel: PatchComplianceLevel | None
+    ApprovedPatchesEnableNonSecurity: Boolean | None
+    RejectedPatches: PatchIdList | None
+    RejectedPatchesAction: PatchAction | None
+    CreatedDate: DateTime | None
+    ModifiedDate: DateTime | None
+    Description: BaselineDescription | None
+    Sources: PatchSourceList | None
+    AvailableSecurityUpdatesComplianceStatus: PatchComplianceStatus | None
 
 
 class UpdateResourceDataSyncRequest(ServiceRequest):
@@ -5974,8 +5980,8 @@ class UpdateServiceSettingResult(TypedDict, total=False):
 
 
 class SsmApi:
-    service = "ssm"
-    version = "2014-11-06"
+    service: str = "ssm"
+    version: str = "2014-11-06"
 
     @handler("AddTagsToResource")
     def add_tags_to_resource(
diff --git a/localstack-core/localstack/aws/api/stepfunctions/__init__.py b/localstack-core/localstack/aws/api/stepfunctions/__init__.py
index ee3c57177ab95..64677eeb79c85 100644
--- a/localstack-core/localstack/aws/api/stepfunctions/__init__.py
+++ b/localstack-core/localstack/aws/api/stepfunctions/__init__.py
@@ -1,6 +1,6 @@
 from datetime import datetime
 from enum import StrEnum
-from typing import Dict, List, Optional, TypedDict
+from typing import TypedDict
 
 from localstack.aws.api import RequestContext, ServiceException, ServiceRequest, handler
 
@@ -342,7 +342,7 @@ class KmsInvalidStateException(ServiceException):
     code: str = "KmsInvalidStateException"
     sender_fault: bool = False
     status_code: int = 400
-    kmsKeyState: Optional[KmsKeyState]
+    kmsKeyState: KmsKeyState | None
 
 
 class KmsThrottlingException(ServiceException):
@@ -361,7 +361,7 @@ class ResourceNotFound(ServiceException):
     code: str = "ResourceNotFound"
     sender_fault: bool = False
     status_code: int = 400
-    resourceName: Optional[Arn]
+    resourceName: Arn | None
 
 
 class ServiceQuotaExceededException(ServiceException):
@@ -416,19 +416,19 @@ class TooManyTags(ServiceException):
     code: str = "TooManyTags"
     sender_fault: bool = False
     status_code: int = 400
-    resourceName: Optional[Arn]
+    resourceName: Arn | None
 
 
 class ValidationException(ServiceException):
     code: str = "ValidationException"
     sender_fault: bool = False
     status_code: int = 400
-    reason: Optional[ValidationExceptionReason]
+    reason: ValidationExceptionReason | None
 
 
 class ActivityFailedEventDetails(TypedDict, total=False):
-    error: Optional[SensitiveError]
-    cause: Optional[SensitiveCause]
+    error: SensitiveError | None
+    cause: SensitiveCause | None
 
 
 Timestamp = datetime
@@ -440,48 +440,48 @@ class ActivityListItem(TypedDict, total=False):
     creationDate: Timestamp
 
 
-ActivityList = List[ActivityListItem]
+ActivityList = list[ActivityListItem]
 
 
 class ActivityScheduleFailedEventDetails(TypedDict, total=False):
-    error: Optional[SensitiveError]
-    cause: Optional[SensitiveCause]
+    error: SensitiveError | None
+    cause: SensitiveCause | None
 
 
 TimeoutInSeconds = int
 
 
 class HistoryEventExecutionDataDetails(TypedDict, total=False):
-    truncated: Optional[truncated]
+    truncated: truncated | None
 
 
 class ActivityScheduledEventDetails(TypedDict, total=False):
     resource: Arn
-    input: Optional[SensitiveData]
-    inputDetails: Optional[HistoryEventExecutionDataDetails]
-    timeoutInSeconds: Optional[TimeoutInSeconds]
-    heartbeatInSeconds: Optional[TimeoutInSeconds]
+    input: SensitiveData | None
+    inputDetails: HistoryEventExecutionDataDetails | None
+    timeoutInSeconds: TimeoutInSeconds | None
+    heartbeatInSeconds: TimeoutInSeconds | None
 
 
 class ActivityStartedEventDetails(TypedDict, total=False):
-    workerName: Optional[Identity]
+    workerName: Identity | None
 
 
 class ActivitySucceededEventDetails(TypedDict, total=False):
-    output: Optional[SensitiveData]
-    outputDetails: Optional[HistoryEventExecutionDataDetails]
+    output: SensitiveData | None
+    outputDetails: HistoryEventExecutionDataDetails | None
 
 
 class ActivityTimedOutEventDetails(TypedDict, total=False):
-    error: Optional[SensitiveError]
-    cause: Optional[SensitiveCause]
+    error: SensitiveError | None
+    cause: SensitiveCause | None
 
 
-AssignedVariables = Dict[VariableName, VariableValue]
+AssignedVariables = dict[VariableName, VariableValue]
 
 
 class AssignedVariablesDetails(TypedDict, total=False):
-    truncated: Optional[truncated]
+    truncated: truncated | None
 
 
 BilledDuration = int
@@ -489,36 +489,36 @@ class AssignedVariablesDetails(TypedDict, total=False):
 
 
 class BillingDetails(TypedDict, total=False):
-    billedMemoryUsedInMB: Optional[BilledMemoryUsed]
-    billedDurationInMilliseconds: Optional[BilledDuration]
+    billedMemoryUsedInMB: BilledMemoryUsed | None
+    billedDurationInMilliseconds: BilledDuration | None
 
 
 class CloudWatchEventsExecutionDataDetails(TypedDict, total=False):
-    included: Optional[includedDetails]
+    included: includedDetails | None
 
 
 class CloudWatchLogsLogGroup(TypedDict, total=False):
-    logGroupArn: Optional[Arn]
+    logGroupArn: Arn | None
 
 
 class EncryptionConfiguration(TypedDict, total=False):
-    kmsKeyId: Optional[KmsKeyId]
-    kmsDataKeyReusePeriodSeconds: Optional[KmsDataKeyReusePeriodSeconds]
+    kmsKeyId: KmsKeyId | None
+    kmsDataKeyReusePeriodSeconds: KmsDataKeyReusePeriodSeconds | None
     type: EncryptionType
 
 
 class Tag(TypedDict, total=False):
-    key: Optional[TagKey]
-    value: Optional[TagValue]
+    key: TagKey | None
+    value: TagValue | None
 
 
-TagList = List[Tag]
+TagList = list[Tag]
 
 
 class CreateActivityInput(ServiceRequest):
     name: Name
-    tags: Optional[TagList]
-    encryptionConfiguration: Optional[EncryptionConfiguration]
+    tags: TagList | None
+    encryptionConfiguration: EncryptionConfiguration | None
 
 
 class CreateActivityOutput(TypedDict, total=False):
@@ -531,11 +531,11 @@ class RoutingConfigurationListItem(TypedDict, total=False):
     weight: VersionWeight
 
 
-RoutingConfigurationList = List[RoutingConfigurationListItem]
+RoutingConfigurationList = list[RoutingConfigurationListItem]
 
 
 class CreateStateMachineAliasInput(ServiceRequest):
-    description: Optional[AliasDescription]
+    description: AliasDescription | None
     name: CharacterRestrictedName
     routingConfiguration: RoutingConfigurationList
 
@@ -546,39 +546,39 @@ class CreateStateMachineAliasOutput(TypedDict, total=False):
 
 
 class TracingConfiguration(TypedDict, total=False):
-    enabled: Optional[Enabled]
+    enabled: Enabled | None
 
 
 class LogDestination(TypedDict, total=False):
-    cloudWatchLogsLogGroup: Optional[CloudWatchLogsLogGroup]
+    cloudWatchLogsLogGroup: CloudWatchLogsLogGroup | None
 
 
-LogDestinationList = List[LogDestination]
+LogDestinationList = list[LogDestination]
 
 
 class LoggingConfiguration(TypedDict, total=False):
-    level: Optional[LogLevel]
-    includeExecutionData: Optional[IncludeExecutionData]
-    destinations: Optional[LogDestinationList]
+    level: LogLevel | None
+    includeExecutionData: IncludeExecutionData | None
+    destinations: LogDestinationList | None
 
 
 class CreateStateMachineInput(TypedDict, total=False):
     name: Name
     definition: Definition
     roleArn: Arn
-    type: Optional[StateMachineType]
-    loggingConfiguration: Optional[LoggingConfiguration]
-    tags: Optional[TagList]
-    tracingConfiguration: Optional[TracingConfiguration]
-    publish: Optional[Publish]
-    versionDescription: Optional[VersionDescription]
-    encryptionConfiguration: Optional[EncryptionConfiguration]
+    type: StateMachineType | None
+    loggingConfiguration: LoggingConfiguration | None
+    tags: TagList | None
+    tracingConfiguration: TracingConfiguration | None
+    publish: Publish | None
+    versionDescription: VersionDescription | None
+    encryptionConfiguration: EncryptionConfiguration | None
 
 
 class CreateStateMachineOutput(TypedDict, total=False):
     stateMachineArn: Arn
     creationDate: Timestamp
-    stateMachineVersionArn: Optional[Arn]
+    stateMachineVersionArn: Arn | None
 
 
 class DeleteActivityInput(ServiceRequest):
@@ -621,35 +621,35 @@ class DescribeActivityOutput(TypedDict, total=False):
     activityArn: Arn
     name: Name
     creationDate: Timestamp
-    encryptionConfiguration: Optional[EncryptionConfiguration]
+    encryptionConfiguration: EncryptionConfiguration | None
 
 
 class DescribeExecutionInput(ServiceRequest):
     executionArn: Arn
-    includedData: Optional[IncludedData]
+    includedData: IncludedData | None
 
 
 class DescribeExecutionOutput(TypedDict, total=False):
     executionArn: Arn
     stateMachineArn: Arn
-    name: Optional[Name]
+    name: Name | None
     status: ExecutionStatus
     startDate: Timestamp
-    stopDate: Optional[Timestamp]
-    input: Optional[SensitiveData]
-    inputDetails: Optional[CloudWatchEventsExecutionDataDetails]
-    output: Optional[SensitiveData]
-    outputDetails: Optional[CloudWatchEventsExecutionDataDetails]
-    traceHeader: Optional[TraceHeader]
-    mapRunArn: Optional[LongArn]
-    error: Optional[SensitiveError]
-    cause: Optional[SensitiveCause]
-    stateMachineVersionArn: Optional[Arn]
-    stateMachineAliasArn: Optional[Arn]
-    redriveCount: Optional[RedriveCount]
-    redriveDate: Optional[Timestamp]
-    redriveStatus: Optional[ExecutionRedriveStatus]
-    redriveStatusReason: Optional[SensitiveData]
+    stopDate: Timestamp | None
+    input: SensitiveData | None
+    inputDetails: CloudWatchEventsExecutionDataDetails | None
+    output: SensitiveData | None
+    outputDetails: CloudWatchEventsExecutionDataDetails | None
+    traceHeader: TraceHeader | None
+    mapRunArn: LongArn | None
+    error: SensitiveError | None
+    cause: SensitiveCause | None
+    stateMachineVersionArn: Arn | None
+    stateMachineAliasArn: Arn | None
+    redriveCount: RedriveCount | None
+    redriveDate: Timestamp | None
+    redriveStatus: ExecutionRedriveStatus | None
+    redriveStatusReason: SensitiveData | None
 
 
 class DescribeMapRunInput(ServiceRequest):
@@ -669,8 +669,8 @@ class MapRunExecutionCounts(TypedDict, total=False):
     aborted: UnsignedLong
     total: UnsignedLong
     resultsWritten: UnsignedLong
-    failuresNotRedrivable: Optional[LongObject]
-    pendingRedrive: Optional[LongObject]
+    failuresNotRedrivable: LongObject | None
+    pendingRedrive: LongObject | None
 
 
 class MapRunItemCounts(TypedDict, total=False):
@@ -682,8 +682,8 @@ class MapRunItemCounts(TypedDict, total=False):
     aborted: UnsignedLong
     total: UnsignedLong
     resultsWritten: UnsignedLong
-    failuresNotRedrivable: Optional[LongObject]
-    pendingRedrive: Optional[LongObject]
+    failuresNotRedrivable: LongObject | None
+    pendingRedrive: LongObject | None
 
 
 ToleratedFailureCount = int
@@ -694,14 +694,14 @@ class DescribeMapRunOutput(TypedDict, total=False):
     executionArn: Arn
     status: MapRunStatus
     startDate: Timestamp
-    stopDate: Optional[Timestamp]
+    stopDate: Timestamp | None
     maxConcurrency: MaxConcurrency
     toleratedFailurePercentage: ToleratedFailurePercentage
     toleratedFailureCount: ToleratedFailureCount
     itemCounts: MapRunItemCounts
     executionCounts: MapRunExecutionCounts
-    redriveCount: Optional[RedriveCount]
-    redriveDate: Optional[Timestamp]
+    redriveCount: RedriveCount | None
+    redriveDate: Timestamp | None
 
 
 class DescribeStateMachineAliasInput(ServiceRequest):
@@ -709,21 +709,21 @@ class DescribeStateMachineAliasInput(ServiceRequest):
 
 
 class DescribeStateMachineAliasOutput(TypedDict, total=False):
-    stateMachineAliasArn: Optional[Arn]
-    name: Optional[Name]
-    description: Optional[AliasDescription]
-    routingConfiguration: Optional[RoutingConfigurationList]
-    creationDate: Optional[Timestamp]
-    updateDate: Optional[Timestamp]
+    stateMachineAliasArn: Arn | None
+    name: Name | None
+    description: AliasDescription | None
+    routingConfiguration: RoutingConfigurationList | None
+    creationDate: Timestamp | None
+    updateDate: Timestamp | None
 
 
 class DescribeStateMachineForExecutionInput(ServiceRequest):
     executionArn: Arn
-    includedData: Optional[IncludedData]
+    includedData: IncludedData | None
 
 
-VariableNameList = List[VariableName]
-VariableReferences = Dict[StateName, VariableNameList]
+VariableNameList = list[VariableName]
+VariableReferences = dict[StateName, VariableNameList]
 
 
 class DescribeStateMachineForExecutionOutput(TypedDict, total=False):
@@ -732,41 +732,41 @@ class DescribeStateMachineForExecutionOutput(TypedDict, total=False):
     definition: Definition
     roleArn: Arn
     updateDate: Timestamp
-    loggingConfiguration: Optional[LoggingConfiguration]
-    tracingConfiguration: Optional[TracingConfiguration]
-    mapRunArn: Optional[LongArn]
-    label: Optional[MapRunLabel]
-    revisionId: Optional[RevisionId]
-    encryptionConfiguration: Optional[EncryptionConfiguration]
-    variableReferences: Optional[VariableReferences]
+    loggingConfiguration: LoggingConfiguration | None
+    tracingConfiguration: TracingConfiguration | None
+    mapRunArn: LongArn | None
+    label: MapRunLabel | None
+    revisionId: RevisionId | None
+    encryptionConfiguration: EncryptionConfiguration | None
+    variableReferences: VariableReferences | None
 
 
 class DescribeStateMachineInput(ServiceRequest):
     stateMachineArn: Arn
-    includedData: Optional[IncludedData]
+    includedData: IncludedData | None
 
 
 class DescribeStateMachineOutput(TypedDict, total=False):
     stateMachineArn: Arn
     name: Name
-    status: Optional[StateMachineStatus]
+    status: StateMachineStatus | None
     definition: Definition
     roleArn: Arn
     type: StateMachineType
     creationDate: Timestamp
-    loggingConfiguration: Optional[LoggingConfiguration]
-    tracingConfiguration: Optional[TracingConfiguration]
-    label: Optional[MapRunLabel]
-    revisionId: Optional[RevisionId]
-    description: Optional[VersionDescription]
-    encryptionConfiguration: Optional[EncryptionConfiguration]
-    variableReferences: Optional[VariableReferences]
+    loggingConfiguration: LoggingConfiguration | None
+    tracingConfiguration: TracingConfiguration | None
+    label: MapRunLabel | None
+    revisionId: RevisionId | None
+    description: VersionDescription | None
+    encryptionConfiguration: EncryptionConfiguration | None
+    variableReferences: VariableReferences | None
 
 
 class EvaluationFailedEventDetails(TypedDict, total=False):
-    error: Optional[SensitiveError]
-    cause: Optional[SensitiveCause]
-    location: Optional[EvaluationFailureLocation]
+    error: SensitiveError | None
+    cause: SensitiveCause | None
+    location: EvaluationFailureLocation | None
     state: StateName
 
 
@@ -774,13 +774,13 @@ class EvaluationFailedEventDetails(TypedDict, total=False):
 
 
 class ExecutionAbortedEventDetails(TypedDict, total=False):
-    error: Optional[SensitiveError]
-    cause: Optional[SensitiveCause]
+    error: SensitiveError | None
+    cause: SensitiveCause | None
 
 
 class ExecutionFailedEventDetails(TypedDict, total=False):
-    error: Optional[SensitiveError]
-    cause: Optional[SensitiveCause]
+    error: SensitiveError | None
+    cause: SensitiveCause | None
 
 
 class ExecutionListItem(TypedDict, total=False):
@@ -789,158 +789,158 @@ class ExecutionListItem(TypedDict, total=False):
     name: Name
     status: ExecutionStatus
     startDate: Timestamp
-    stopDate: Optional[Timestamp]
-    mapRunArn: Optional[LongArn]
-    itemCount: Optional[UnsignedInteger]
-    stateMachineVersionArn: Optional[Arn]
-    stateMachineAliasArn: Optional[Arn]
-    redriveCount: Optional[RedriveCount]
-    redriveDate: Optional[Timestamp]
+    stopDate: Timestamp | None
+    mapRunArn: LongArn | None
+    itemCount: UnsignedInteger | None
+    stateMachineVersionArn: Arn | None
+    stateMachineAliasArn: Arn | None
+    redriveCount: RedriveCount | None
+    redriveDate: Timestamp | None
 
 
-ExecutionList = List[ExecutionListItem]
+ExecutionList = list[ExecutionListItem]
 
 
 class ExecutionRedrivenEventDetails(TypedDict, total=False):
-    redriveCount: Optional[RedriveCount]
+    redriveCount: RedriveCount | None
 
 
 class ExecutionStartedEventDetails(TypedDict, total=False):
-    input: Optional[SensitiveData]
-    inputDetails: Optional[HistoryEventExecutionDataDetails]
-    roleArn: Optional[Arn]
-    stateMachineAliasArn: Optional[Arn]
-    stateMachineVersionArn: Optional[Arn]
+    input: SensitiveData | None
+    inputDetails: HistoryEventExecutionDataDetails | None
+    roleArn: Arn | None
+    stateMachineAliasArn: Arn | None
+    stateMachineVersionArn: Arn | None
 
 
 class ExecutionSucceededEventDetails(TypedDict, total=False):
-    output: Optional[SensitiveData]
-    outputDetails: Optional[HistoryEventExecutionDataDetails]
+    output: SensitiveData | None
+    outputDetails: HistoryEventExecutionDataDetails | None
 
 
 class ExecutionTimedOutEventDetails(TypedDict, total=False):
-    error: Optional[SensitiveError]
-    cause: Optional[SensitiveCause]
+    error: SensitiveError | None
+    cause: SensitiveCause | None
 
 
 class GetActivityTaskInput(ServiceRequest):
     activityArn: Arn
-    workerName: Optional[Name]
+    workerName: Name | None
 
 
 class GetActivityTaskOutput(TypedDict, total=False):
-    taskToken: Optional[TaskToken]
-    input: Optional[SensitiveDataJobInput]
+    taskToken: TaskToken | None
+    input: SensitiveDataJobInput | None
 
 
 class GetExecutionHistoryInput(ServiceRequest):
     executionArn: Arn
-    maxResults: Optional[PageSize]
-    reverseOrder: Optional[ReverseOrder]
-    nextToken: Optional[PageToken]
-    includeExecutionData: Optional[IncludeExecutionDataGetExecutionHistory]
+    maxResults: PageSize | None
+    reverseOrder: ReverseOrder | None
+    nextToken: PageToken | None
+    includeExecutionData: IncludeExecutionDataGetExecutionHistory | None
 
 
 class MapRunRedrivenEventDetails(TypedDict, total=False):
-    mapRunArn: Optional[LongArn]
-    redriveCount: Optional[RedriveCount]
+    mapRunArn: LongArn | None
+    redriveCount: RedriveCount | None
 
 
 class MapRunFailedEventDetails(TypedDict, total=False):
-    error: Optional[SensitiveError]
-    cause: Optional[SensitiveCause]
+    error: SensitiveError | None
+    cause: SensitiveCause | None
 
 
 class MapRunStartedEventDetails(TypedDict, total=False):
-    mapRunArn: Optional[LongArn]
+    mapRunArn: LongArn | None
 
 
 class StateExitedEventDetails(TypedDict, total=False):
     name: Name
-    output: Optional[SensitiveData]
-    outputDetails: Optional[HistoryEventExecutionDataDetails]
-    assignedVariables: Optional[AssignedVariables]
-    assignedVariablesDetails: Optional[AssignedVariablesDetails]
+    output: SensitiveData | None
+    outputDetails: HistoryEventExecutionDataDetails | None
+    assignedVariables: AssignedVariables | None
+    assignedVariablesDetails: AssignedVariablesDetails | None
 
 
 class StateEnteredEventDetails(TypedDict, total=False):
     name: Name
-    input: Optional[SensitiveData]
-    inputDetails: Optional[HistoryEventExecutionDataDetails]
+    input: SensitiveData | None
+    inputDetails: HistoryEventExecutionDataDetails | None
 
 
 class LambdaFunctionTimedOutEventDetails(TypedDict, total=False):
-    error: Optional[SensitiveError]
-    cause: Optional[SensitiveCause]
+    error: SensitiveError | None
+    cause: SensitiveCause | None
 
 
 class LambdaFunctionSucceededEventDetails(TypedDict, total=False):
-    output: Optional[SensitiveData]
-    outputDetails: Optional[HistoryEventExecutionDataDetails]
+    output: SensitiveData | None
+    outputDetails: HistoryEventExecutionDataDetails | None
 
 
 class LambdaFunctionStartFailedEventDetails(TypedDict, total=False):
-    error: Optional[SensitiveError]
-    cause: Optional[SensitiveCause]
+    error: SensitiveError | None
+    cause: SensitiveCause | None
 
 
 class TaskCredentials(TypedDict, total=False):
-    roleArn: Optional[LongArn]
+    roleArn: LongArn | None
 
 
 class LambdaFunctionScheduledEventDetails(TypedDict, total=False):
     resource: Arn
-    input: Optional[SensitiveData]
-    inputDetails: Optional[HistoryEventExecutionDataDetails]
-    timeoutInSeconds: Optional[TimeoutInSeconds]
-    taskCredentials: Optional[TaskCredentials]
+    input: SensitiveData | None
+    inputDetails: HistoryEventExecutionDataDetails | None
+    timeoutInSeconds: TimeoutInSeconds | None
+    taskCredentials: TaskCredentials | None
 
 
 class LambdaFunctionScheduleFailedEventDetails(TypedDict, total=False):
-    error: Optional[SensitiveError]
-    cause: Optional[SensitiveCause]
+    error: SensitiveError | None
+    cause: SensitiveCause | None
 
 
 class LambdaFunctionFailedEventDetails(TypedDict, total=False):
-    error: Optional[SensitiveError]
-    cause: Optional[SensitiveCause]
+    error: SensitiveError | None
+    cause: SensitiveCause | None
 
 
 class MapIterationEventDetails(TypedDict, total=False):
-    name: Optional[Name]
-    index: Optional[UnsignedInteger]
+    name: Name | None
+    index: UnsignedInteger | None
 
 
 class MapStateStartedEventDetails(TypedDict, total=False):
-    length: Optional[UnsignedInteger]
+    length: UnsignedInteger | None
 
 
 class TaskTimedOutEventDetails(TypedDict, total=False):
     resourceType: Name
     resource: Name
-    error: Optional[SensitiveError]
-    cause: Optional[SensitiveCause]
+    error: SensitiveError | None
+    cause: SensitiveCause | None
 
 
 class TaskSucceededEventDetails(TypedDict, total=False):
     resourceType: Name
     resource: Name
-    output: Optional[SensitiveData]
-    outputDetails: Optional[HistoryEventExecutionDataDetails]
+    output: SensitiveData | None
+    outputDetails: HistoryEventExecutionDataDetails | None
 
 
 class TaskSubmittedEventDetails(TypedDict, total=False):
     resourceType: Name
     resource: Name
-    output: Optional[SensitiveData]
-    outputDetails: Optional[HistoryEventExecutionDataDetails]
+    output: SensitiveData | None
+    outputDetails: HistoryEventExecutionDataDetails | None
 
 
 class TaskSubmitFailedEventDetails(TypedDict, total=False):
     resourceType: Name
     resource: Name
-    error: Optional[SensitiveError]
-    cause: Optional[SensitiveCause]
+    error: SensitiveError | None
+    cause: SensitiveCause | None
 
 
 class TaskStartedEventDetails(TypedDict, total=False):
@@ -951,8 +951,8 @@ class TaskStartedEventDetails(TypedDict, total=False):
 class TaskStartFailedEventDetails(TypedDict, total=False):
     resourceType: Name
     resource: Name
-    error: Optional[SensitiveError]
-    cause: Optional[SensitiveCause]
+    error: SensitiveError | None
+    cause: SensitiveCause | None
 
 
 class TaskScheduledEventDetails(TypedDict, total=False):
@@ -960,127 +960,127 @@ class TaskScheduledEventDetails(TypedDict, total=False):
     resource: Name
     region: Name
     parameters: ConnectorParameters
-    timeoutInSeconds: Optional[TimeoutInSeconds]
-    heartbeatInSeconds: Optional[TimeoutInSeconds]
-    taskCredentials: Optional[TaskCredentials]
+    timeoutInSeconds: TimeoutInSeconds | None
+    heartbeatInSeconds: TimeoutInSeconds | None
+    taskCredentials: TaskCredentials | None
 
 
 class TaskFailedEventDetails(TypedDict, total=False):
     resourceType: Name
     resource: Name
-    error: Optional[SensitiveError]
-    cause: Optional[SensitiveCause]
+    error: SensitiveError | None
+    cause: SensitiveCause | None
 
 
 class HistoryEvent(TypedDict, total=False):
     timestamp: Timestamp
     type: HistoryEventType
     id: EventId
-    previousEventId: Optional[EventId]
-    activityFailedEventDetails: Optional[ActivityFailedEventDetails]
-    activityScheduleFailedEventDetails: Optional[ActivityScheduleFailedEventDetails]
-    activityScheduledEventDetails: Optional[ActivityScheduledEventDetails]
-    activityStartedEventDetails: Optional[ActivityStartedEventDetails]
-    activitySucceededEventDetails: Optional[ActivitySucceededEventDetails]
-    activityTimedOutEventDetails: Optional[ActivityTimedOutEventDetails]
-    taskFailedEventDetails: Optional[TaskFailedEventDetails]
-    taskScheduledEventDetails: Optional[TaskScheduledEventDetails]
-    taskStartFailedEventDetails: Optional[TaskStartFailedEventDetails]
-    taskStartedEventDetails: Optional[TaskStartedEventDetails]
-    taskSubmitFailedEventDetails: Optional[TaskSubmitFailedEventDetails]
-    taskSubmittedEventDetails: Optional[TaskSubmittedEventDetails]
-    taskSucceededEventDetails: Optional[TaskSucceededEventDetails]
-    taskTimedOutEventDetails: Optional[TaskTimedOutEventDetails]
-    executionFailedEventDetails: Optional[ExecutionFailedEventDetails]
-    executionStartedEventDetails: Optional[ExecutionStartedEventDetails]
-    executionSucceededEventDetails: Optional[ExecutionSucceededEventDetails]
-    executionAbortedEventDetails: Optional[ExecutionAbortedEventDetails]
-    executionTimedOutEventDetails: Optional[ExecutionTimedOutEventDetails]
-    executionRedrivenEventDetails: Optional[ExecutionRedrivenEventDetails]
-    mapStateStartedEventDetails: Optional[MapStateStartedEventDetails]
-    mapIterationStartedEventDetails: Optional[MapIterationEventDetails]
-    mapIterationSucceededEventDetails: Optional[MapIterationEventDetails]
-    mapIterationFailedEventDetails: Optional[MapIterationEventDetails]
-    mapIterationAbortedEventDetails: Optional[MapIterationEventDetails]
-    lambdaFunctionFailedEventDetails: Optional[LambdaFunctionFailedEventDetails]
-    lambdaFunctionScheduleFailedEventDetails: Optional[LambdaFunctionScheduleFailedEventDetails]
-    lambdaFunctionScheduledEventDetails: Optional[LambdaFunctionScheduledEventDetails]
-    lambdaFunctionStartFailedEventDetails: Optional[LambdaFunctionStartFailedEventDetails]
-    lambdaFunctionSucceededEventDetails: Optional[LambdaFunctionSucceededEventDetails]
-    lambdaFunctionTimedOutEventDetails: Optional[LambdaFunctionTimedOutEventDetails]
-    stateEnteredEventDetails: Optional[StateEnteredEventDetails]
-    stateExitedEventDetails: Optional[StateExitedEventDetails]
-    mapRunStartedEventDetails: Optional[MapRunStartedEventDetails]
-    mapRunFailedEventDetails: Optional[MapRunFailedEventDetails]
-    mapRunRedrivenEventDetails: Optional[MapRunRedrivenEventDetails]
-    evaluationFailedEventDetails: Optional[EvaluationFailedEventDetails]
-
-
-HistoryEventList = List[HistoryEvent]
+    previousEventId: EventId | None
+    activityFailedEventDetails: ActivityFailedEventDetails | None
+    activityScheduleFailedEventDetails: ActivityScheduleFailedEventDetails | None
+    activityScheduledEventDetails: ActivityScheduledEventDetails | None
+    activityStartedEventDetails: ActivityStartedEventDetails | None
+    activitySucceededEventDetails: ActivitySucceededEventDetails | None
+    activityTimedOutEventDetails: ActivityTimedOutEventDetails | None
+    taskFailedEventDetails: TaskFailedEventDetails | None
+    taskScheduledEventDetails: TaskScheduledEventDetails | None
+    taskStartFailedEventDetails: TaskStartFailedEventDetails | None
+    taskStartedEventDetails: TaskStartedEventDetails | None
+    taskSubmitFailedEventDetails: TaskSubmitFailedEventDetails | None
+    taskSubmittedEventDetails: TaskSubmittedEventDetails | None
+    taskSucceededEventDetails: TaskSucceededEventDetails | None
+    taskTimedOutEventDetails: TaskTimedOutEventDetails | None
+    executionFailedEventDetails: ExecutionFailedEventDetails | None
+    executionStartedEventDetails: ExecutionStartedEventDetails | None
+    executionSucceededEventDetails: ExecutionSucceededEventDetails | None
+    executionAbortedEventDetails: ExecutionAbortedEventDetails | None
+    executionTimedOutEventDetails: ExecutionTimedOutEventDetails | None
+    executionRedrivenEventDetails: ExecutionRedrivenEventDetails | None
+    mapStateStartedEventDetails: MapStateStartedEventDetails | None
+    mapIterationStartedEventDetails: MapIterationEventDetails | None
+    mapIterationSucceededEventDetails: MapIterationEventDetails | None
+    mapIterationFailedEventDetails: MapIterationEventDetails | None
+    mapIterationAbortedEventDetails: MapIterationEventDetails | None
+    lambdaFunctionFailedEventDetails: LambdaFunctionFailedEventDetails | None
+    lambdaFunctionScheduleFailedEventDetails: LambdaFunctionScheduleFailedEventDetails | None
+    lambdaFunctionScheduledEventDetails: LambdaFunctionScheduledEventDetails | None
+    lambdaFunctionStartFailedEventDetails: LambdaFunctionStartFailedEventDetails | None
+    lambdaFunctionSucceededEventDetails: LambdaFunctionSucceededEventDetails | None
+    lambdaFunctionTimedOutEventDetails: LambdaFunctionTimedOutEventDetails | None
+    stateEnteredEventDetails: StateEnteredEventDetails | None
+    stateExitedEventDetails: StateExitedEventDetails | None
+    mapRunStartedEventDetails: MapRunStartedEventDetails | None
+    mapRunFailedEventDetails: MapRunFailedEventDetails | None
+    mapRunRedrivenEventDetails: MapRunRedrivenEventDetails | None
+    evaluationFailedEventDetails: EvaluationFailedEventDetails | None
+
+
+HistoryEventList = list[HistoryEvent]
 
 
 class GetExecutionHistoryOutput(TypedDict, total=False):
     events: HistoryEventList
-    nextToken: Optional[PageToken]
+    nextToken: PageToken | None
 
 
 class InspectionDataResponse(TypedDict, total=False):
-    protocol: Optional[HTTPProtocol]
-    statusCode: Optional[HTTPStatusCode]
-    statusMessage: Optional[HTTPStatusMessage]
-    headers: Optional[HTTPHeaders]
-    body: Optional[HTTPBody]
+    protocol: HTTPProtocol | None
+    statusCode: HTTPStatusCode | None
+    statusMessage: HTTPStatusMessage | None
+    headers: HTTPHeaders | None
+    body: HTTPBody | None
 
 
 class InspectionDataRequest(TypedDict, total=False):
-    protocol: Optional[HTTPProtocol]
-    method: Optional[HTTPMethod]
-    url: Optional[URL]
-    headers: Optional[HTTPHeaders]
-    body: Optional[HTTPBody]
+    protocol: HTTPProtocol | None
+    method: HTTPMethod | None
+    url: URL | None
+    headers: HTTPHeaders | None
+    body: HTTPBody | None
 
 
 class InspectionData(TypedDict, total=False):
-    input: Optional[SensitiveData]
-    afterArguments: Optional[SensitiveData]
-    afterInputPath: Optional[SensitiveData]
-    afterParameters: Optional[SensitiveData]
-    result: Optional[SensitiveData]
-    afterResultSelector: Optional[SensitiveData]
-    afterResultPath: Optional[SensitiveData]
-    request: Optional[InspectionDataRequest]
-    response: Optional[InspectionDataResponse]
-    variables: Optional[SensitiveData]
+    input: SensitiveData | None
+    afterArguments: SensitiveData | None
+    afterInputPath: SensitiveData | None
+    afterParameters: SensitiveData | None
+    result: SensitiveData | None
+    afterResultSelector: SensitiveData | None
+    afterResultPath: SensitiveData | None
+    request: InspectionDataRequest | None
+    response: InspectionDataResponse | None
+    variables: SensitiveData | None
 
 
 class ListActivitiesInput(ServiceRequest):
-    maxResults: Optional[PageSize]
-    nextToken: Optional[PageToken]
+    maxResults: PageSize | None
+    nextToken: PageToken | None
 
 
 class ListActivitiesOutput(TypedDict, total=False):
     activities: ActivityList
-    nextToken: Optional[PageToken]
+    nextToken: PageToken | None
 
 
 class ListExecutionsInput(ServiceRequest):
-    stateMachineArn: Optional[Arn]
-    statusFilter: Optional[ExecutionStatus]
-    maxResults: Optional[PageSize]
-    nextToken: Optional[ListExecutionsPageToken]
-    mapRunArn: Optional[LongArn]
-    redriveFilter: Optional[ExecutionRedriveFilter]
+    stateMachineArn: Arn | None
+    statusFilter: ExecutionStatus | None
+    maxResults: PageSize | None
+    nextToken: ListExecutionsPageToken | None
+    mapRunArn: LongArn | None
+    redriveFilter: ExecutionRedriveFilter | None
 
 
 class ListExecutionsOutput(TypedDict, total=False):
     executions: ExecutionList
-    nextToken: Optional[ListExecutionsPageToken]
+    nextToken: ListExecutionsPageToken | None
 
 
 class ListMapRunsInput(ServiceRequest):
     executionArn: Arn
-    maxResults: Optional[PageSize]
-    nextToken: Optional[PageToken]
+    maxResults: PageSize | None
+    nextToken: PageToken | None
 
 
 class MapRunListItem(TypedDict, total=False):
@@ -1088,21 +1088,21 @@ class MapRunListItem(TypedDict, total=False):
     mapRunArn: LongArn
     stateMachineArn: Arn
     startDate: Timestamp
-    stopDate: Optional[Timestamp]
+    stopDate: Timestamp | None
 
 
-MapRunList = List[MapRunListItem]
+MapRunList = list[MapRunListItem]
 
 
 class ListMapRunsOutput(TypedDict, total=False):
     mapRuns: MapRunList
-    nextToken: Optional[PageToken]
+    nextToken: PageToken | None
 
 
 class ListStateMachineAliasesInput(ServiceRequest):
     stateMachineArn: Arn
-    nextToken: Optional[PageToken]
-    maxResults: Optional[PageSize]
+    nextToken: PageToken | None
+    maxResults: PageSize | None
 
 
 class StateMachineAliasListItem(TypedDict, total=False):
@@ -1110,18 +1110,18 @@ class StateMachineAliasListItem(TypedDict, total=False):
     creationDate: Timestamp
 
 
-StateMachineAliasList = List[StateMachineAliasListItem]
+StateMachineAliasList = list[StateMachineAliasListItem]
 
 
 class ListStateMachineAliasesOutput(TypedDict, total=False):
     stateMachineAliases: StateMachineAliasList
-    nextToken: Optional[PageToken]
+    nextToken: PageToken | None
 
 
 class ListStateMachineVersionsInput(ServiceRequest):
     stateMachineArn: Arn
-    nextToken: Optional[PageToken]
-    maxResults: Optional[PageSize]
+    nextToken: PageToken | None
+    maxResults: PageSize | None
 
 
 class StateMachineVersionListItem(TypedDict, total=False):
@@ -1129,17 +1129,17 @@ class StateMachineVersionListItem(TypedDict, total=False):
     creationDate: Timestamp
 
 
-StateMachineVersionList = List[StateMachineVersionListItem]
+StateMachineVersionList = list[StateMachineVersionListItem]
 
 
 class ListStateMachineVersionsOutput(TypedDict, total=False):
     stateMachineVersions: StateMachineVersionList
-    nextToken: Optional[PageToken]
+    nextToken: PageToken | None
 
 
 class ListStateMachinesInput(ServiceRequest):
-    maxResults: Optional[PageSize]
-    nextToken: Optional[PageToken]
+    maxResults: PageSize | None
+    nextToken: PageToken | None
 
 
 class StateMachineListItem(TypedDict, total=False):
@@ -1149,12 +1149,12 @@ class StateMachineListItem(TypedDict, total=False):
     creationDate: Timestamp
 
 
-StateMachineList = List[StateMachineListItem]
+StateMachineList = list[StateMachineListItem]
 
 
 class ListStateMachinesOutput(TypedDict, total=False):
     stateMachines: StateMachineList
-    nextToken: Optional[PageToken]
+    nextToken: PageToken | None
 
 
 class ListTagsForResourceInput(ServiceRequest):
@@ -1162,13 +1162,13 @@ class ListTagsForResourceInput(ServiceRequest):
 
 
 class ListTagsForResourceOutput(TypedDict, total=False):
-    tags: Optional[TagList]
+    tags: TagList | None
 
 
 class PublishStateMachineVersionInput(ServiceRequest):
     stateMachineArn: Arn
-    revisionId: Optional[RevisionId]
-    description: Optional[VersionDescription]
+    revisionId: RevisionId | None
+    description: VersionDescription | None
 
 
 class PublishStateMachineVersionOutput(TypedDict, total=False):
@@ -1178,7 +1178,7 @@ class PublishStateMachineVersionOutput(TypedDict, total=False):
 
 class RedriveExecutionInput(ServiceRequest):
     executionArn: Arn
-    clientToken: Optional[ClientToken]
+    clientToken: ClientToken | None
 
 
 class RedriveExecutionOutput(TypedDict, total=False):
@@ -1187,8 +1187,8 @@ class RedriveExecutionOutput(TypedDict, total=False):
 
 class SendTaskFailureInput(ServiceRequest):
     taskToken: TaskToken
-    error: Optional[SensitiveError]
-    cause: Optional[SensitiveCause]
+    error: SensitiveError | None
+    cause: SensitiveCause | None
 
 
 class SendTaskFailureOutput(TypedDict, total=False):
@@ -1214,9 +1214,9 @@ class SendTaskSuccessOutput(TypedDict, total=False):
 
 class StartExecutionInput(ServiceRequest):
     stateMachineArn: Arn
-    name: Optional[Name]
-    input: Optional[SensitiveData]
-    traceHeader: Optional[TraceHeader]
+    name: Name | None
+    input: SensitiveData | None
+    traceHeader: TraceHeader | None
 
 
 class StartExecutionOutput(TypedDict, total=False):
@@ -1226,40 +1226,40 @@ class StartExecutionOutput(TypedDict, total=False):
 
 class StartSyncExecutionInput(ServiceRequest):
     stateMachineArn: Arn
-    name: Optional[Name]
-    input: Optional[SensitiveData]
-    traceHeader: Optional[TraceHeader]
-    includedData: Optional[IncludedData]
+    name: Name | None
+    input: SensitiveData | None
+    traceHeader: TraceHeader | None
+    includedData: IncludedData | None
 
 
 class StartSyncExecutionOutput(TypedDict, total=False):
     executionArn: Arn
-    stateMachineArn: Optional[Arn]
-    name: Optional[Name]
+    stateMachineArn: Arn | None
+    name: Name | None
     startDate: Timestamp
     stopDate: Timestamp
     status: SyncExecutionStatus
-    error: Optional[SensitiveError]
-    cause: Optional[SensitiveCause]
-    input: Optional[SensitiveData]
-    inputDetails: Optional[CloudWatchEventsExecutionDataDetails]
-    output: Optional[SensitiveData]
-    outputDetails: Optional[CloudWatchEventsExecutionDataDetails]
-    traceHeader: Optional[TraceHeader]
-    billingDetails: Optional[BillingDetails]
+    error: SensitiveError | None
+    cause: SensitiveCause | None
+    input: SensitiveData | None
+    inputDetails: CloudWatchEventsExecutionDataDetails | None
+    output: SensitiveData | None
+    outputDetails: CloudWatchEventsExecutionDataDetails | None
+    traceHeader: TraceHeader | None
+    billingDetails: BillingDetails | None
 
 
 class StopExecutionInput(ServiceRequest):
     executionArn: Arn
-    error: Optional[SensitiveError]
-    cause: Optional[SensitiveCause]
+    error: SensitiveError | None
+    cause: SensitiveCause | None
 
 
 class StopExecutionOutput(TypedDict, total=False):
     stopDate: Timestamp
 
 
-TagKeyList = List[TagKey]
+TagKeyList = list[TagKey]
 
 
 class TagResourceInput(ServiceRequest):
@@ -1273,20 +1273,20 @@ class TagResourceOutput(TypedDict, total=False):
 
 class TestStateInput(ServiceRequest):
     definition: Definition
-    roleArn: Optional[Arn]
-    input: Optional[SensitiveData]
-    inspectionLevel: Optional[InspectionLevel]
-    revealSecrets: Optional[RevealSecrets]
-    variables: Optional[SensitiveData]
+    roleArn: Arn | None
+    input: SensitiveData | None
+    inspectionLevel: InspectionLevel | None
+    revealSecrets: RevealSecrets | None
+    variables: SensitiveData | None
 
 
 class TestStateOutput(TypedDict, total=False):
-    output: Optional[SensitiveData]
-    error: Optional[SensitiveError]
-    cause: Optional[SensitiveCause]
-    inspectionData: Optional[InspectionData]
-    nextState: Optional[StateName]
-    status: Optional[TestExecutionStatus]
+    output: SensitiveData | None
+    error: SensitiveError | None
+    cause: SensitiveCause | None
+    inspectionData: InspectionData | None
+    nextState: StateName | None
+    status: TestExecutionStatus | None
 
 
 class UntagResourceInput(ServiceRequest):
@@ -1300,9 +1300,9 @@ class UntagResourceOutput(TypedDict, total=False):
 
 class UpdateMapRunInput(ServiceRequest):
     mapRunArn: LongArn
-    maxConcurrency: Optional[MaxConcurrency]
-    toleratedFailurePercentage: Optional[ToleratedFailurePercentage]
-    toleratedFailureCount: Optional[ToleratedFailureCount]
+    maxConcurrency: MaxConcurrency | None
+    toleratedFailurePercentage: ToleratedFailurePercentage | None
+    toleratedFailureCount: ToleratedFailureCount | None
 
 
 class UpdateMapRunOutput(TypedDict, total=False):
@@ -1311,8 +1311,8 @@ class UpdateMapRunOutput(TypedDict, total=False):
 
 class UpdateStateMachineAliasInput(ServiceRequest):
     stateMachineAliasArn: Arn
-    description: Optional[AliasDescription]
-    routingConfiguration: Optional[RoutingConfigurationList]
+    description: AliasDescription | None
+    routingConfiguration: RoutingConfigurationList | None
 
 
 class UpdateStateMachineAliasOutput(TypedDict, total=False):
@@ -1321,47 +1321,47 @@ class UpdateStateMachineAliasOutput(TypedDict, total=False):
 
 class UpdateStateMachineInput(ServiceRequest):
     stateMachineArn: Arn
-    definition: Optional[Definition]
-    roleArn: Optional[Arn]
-    loggingConfiguration: Optional[LoggingConfiguration]
-    tracingConfiguration: Optional[TracingConfiguration]
-    publish: Optional[Publish]
-    versionDescription: Optional[VersionDescription]
-    encryptionConfiguration: Optional[EncryptionConfiguration]
+    definition: Definition | None
+    roleArn: Arn | None
+    loggingConfiguration: LoggingConfiguration | None
+    tracingConfiguration: TracingConfiguration | None
+    publish: Publish | None
+    versionDescription: VersionDescription | None
+    encryptionConfiguration: EncryptionConfiguration | None
 
 
 class UpdateStateMachineOutput(TypedDict, total=False):
     updateDate: Timestamp
-    revisionId: Optional[RevisionId]
-    stateMachineVersionArn: Optional[Arn]
+    revisionId: RevisionId | None
+    stateMachineVersionArn: Arn | None
 
 
 class ValidateStateMachineDefinitionDiagnostic(TypedDict, total=False):
     severity: ValidateStateMachineDefinitionSeverity
     code: ValidateStateMachineDefinitionCode
     message: ValidateStateMachineDefinitionMessage
-    location: Optional[ValidateStateMachineDefinitionLocation]
+    location: ValidateStateMachineDefinitionLocation | None
 
 
-ValidateStateMachineDefinitionDiagnosticList = List[ValidateStateMachineDefinitionDiagnostic]
+ValidateStateMachineDefinitionDiagnosticList = list[ValidateStateMachineDefinitionDiagnostic]
 
 
 class ValidateStateMachineDefinitionInput(TypedDict, total=False):
     definition: Definition
-    type: Optional[StateMachineType]
-    severity: Optional[ValidateStateMachineDefinitionSeverity]
-    maxResults: Optional[ValidateStateMachineDefinitionMaxResult]
+    type: StateMachineType | None
+    severity: ValidateStateMachineDefinitionSeverity | None
+    maxResults: ValidateStateMachineDefinitionMaxResult | None
 
 
 class ValidateStateMachineDefinitionOutput(TypedDict, total=False):
     result: ValidateStateMachineDefinitionResultCode
     diagnostics: ValidateStateMachineDefinitionDiagnosticList
-    truncated: Optional[ValidateStateMachineDefinitionTruncated]
+    truncated: ValidateStateMachineDefinitionTruncated | None
 
 
 class StepfunctionsApi:
-    service = "stepfunctions"
-    version = "2016-11-23"
+    service: str = "stepfunctions"
+    version: str = "2016-11-23"
 
     @handler("CreateActivity")
     def create_activity(
diff --git a/localstack-core/localstack/aws/api/sts/__init__.py b/localstack-core/localstack/aws/api/sts/__init__.py
index 3a5e4c337c738..ce7023aaf2253 100644
--- a/localstack-core/localstack/aws/api/sts/__init__.py
+++ b/localstack-core/localstack/aws/api/sts/__init__.py
@@ -1,5 +1,5 @@
 from datetime import datetime
-from typing import List, Optional, TypedDict
+from typing import TypedDict
 
 from localstack.aws.api import RequestContext, ServiceException, ServiceRequest, handler
 
@@ -97,12 +97,12 @@ class RegionDisabledException(ServiceException):
 
 
 class ProvidedContext(TypedDict, total=False):
-    ProviderArn: Optional[arnType]
-    ContextAssertion: Optional[contextAssertionType]
+    ProviderArn: arnType | None
+    ContextAssertion: contextAssertionType | None
 
 
-ProvidedContextsListType = List[ProvidedContext]
-tagKeyListType = List[tagKeyType]
+ProvidedContextsListType = list[ProvidedContext]
+tagKeyListType = list[tagKeyType]
 
 
 class Tag(TypedDict, total=False):
@@ -110,29 +110,29 @@ class Tag(TypedDict, total=False):
     Value: tagValueType
 
 
-tagListType = List[Tag]
+tagListType = list[Tag]
 
 
 class PolicyDescriptorType(TypedDict, total=False):
-    arn: Optional[arnType]
+    arn: arnType | None
 
 
-policyDescriptorListType = List[PolicyDescriptorType]
+policyDescriptorListType = list[PolicyDescriptorType]
 
 
 class AssumeRoleRequest(ServiceRequest):
     RoleArn: arnType
     RoleSessionName: roleSessionNameType
-    PolicyArns: Optional[policyDescriptorListType]
-    Policy: Optional[unrestrictedSessionPolicyDocumentType]
-    DurationSeconds: Optional[roleDurationSecondsType]
-    Tags: Optional[tagListType]
-    TransitiveTagKeys: Optional[tagKeyListType]
-    ExternalId: Optional[externalIdType]
-    SerialNumber: Optional[serialNumberType]
-    TokenCode: Optional[tokenCodeType]
-    SourceIdentity: Optional[sourceIdentityType]
-    ProvidedContexts: Optional[ProvidedContextsListType]
+    PolicyArns: policyDescriptorListType | None
+    Policy: unrestrictedSessionPolicyDocumentType | None
+    DurationSeconds: roleDurationSecondsType | None
+    Tags: tagListType | None
+    TransitiveTagKeys: tagKeyListType | None
+    ExternalId: externalIdType | None
+    SerialNumber: serialNumberType | None
+    TokenCode: tokenCodeType | None
+    SourceIdentity: sourceIdentityType | None
+    ProvidedContexts: ProvidedContextsListType | None
 
 
 class AssumedRoleUser(TypedDict, total=False):
@@ -151,62 +151,62 @@ class Credentials(TypedDict, total=False):
 
 
 class AssumeRoleResponse(TypedDict, total=False):
-    Credentials: Optional[Credentials]
-    AssumedRoleUser: Optional[AssumedRoleUser]
-    PackedPolicySize: Optional[nonNegativeIntegerType]
-    SourceIdentity: Optional[sourceIdentityType]
+    Credentials: Credentials | None
+    AssumedRoleUser: AssumedRoleUser | None
+    PackedPolicySize: nonNegativeIntegerType | None
+    SourceIdentity: sourceIdentityType | None
 
 
 class AssumeRoleWithSAMLRequest(ServiceRequest):
     RoleArn: arnType
     PrincipalArn: arnType
     SAMLAssertion: SAMLAssertionType
-    PolicyArns: Optional[policyDescriptorListType]
-    Policy: Optional[sessionPolicyDocumentType]
-    DurationSeconds: Optional[roleDurationSecondsType]
+    PolicyArns: policyDescriptorListType | None
+    Policy: sessionPolicyDocumentType | None
+    DurationSeconds: roleDurationSecondsType | None
 
 
 class AssumeRoleWithSAMLResponse(TypedDict, total=False):
-    Credentials: Optional[Credentials]
-    AssumedRoleUser: Optional[AssumedRoleUser]
-    PackedPolicySize: Optional[nonNegativeIntegerType]
-    Subject: Optional[Subject]
-    SubjectType: Optional[SubjectType]
-    Issuer: Optional[Issuer]
-    Audience: Optional[Audience]
-    NameQualifier: Optional[NameQualifier]
-    SourceIdentity: Optional[sourceIdentityType]
+    Credentials: Credentials | None
+    AssumedRoleUser: AssumedRoleUser | None
+    PackedPolicySize: nonNegativeIntegerType | None
+    Subject: Subject | None
+    SubjectType: SubjectType | None
+    Issuer: Issuer | None
+    Audience: Audience | None
+    NameQualifier: NameQualifier | None
+    SourceIdentity: sourceIdentityType | None
 
 
 class AssumeRoleWithWebIdentityRequest(ServiceRequest):
     RoleArn: arnType
     RoleSessionName: roleSessionNameType
     WebIdentityToken: clientTokenType
-    ProviderId: Optional[urlType]
-    PolicyArns: Optional[policyDescriptorListType]
-    Policy: Optional[sessionPolicyDocumentType]
-    DurationSeconds: Optional[roleDurationSecondsType]
+    ProviderId: urlType | None
+    PolicyArns: policyDescriptorListType | None
+    Policy: sessionPolicyDocumentType | None
+    DurationSeconds: roleDurationSecondsType | None
 
 
 class AssumeRoleWithWebIdentityResponse(TypedDict, total=False):
-    Credentials: Optional[Credentials]
-    SubjectFromWebIdentityToken: Optional[webIdentitySubjectType]
-    AssumedRoleUser: Optional[AssumedRoleUser]
-    PackedPolicySize: Optional[nonNegativeIntegerType]
-    Provider: Optional[Issuer]
-    Audience: Optional[Audience]
-    SourceIdentity: Optional[sourceIdentityType]
+    Credentials: Credentials | None
+    SubjectFromWebIdentityToken: webIdentitySubjectType | None
+    AssumedRoleUser: AssumedRoleUser | None
+    PackedPolicySize: nonNegativeIntegerType | None
+    Provider: Issuer | None
+    Audience: Audience | None
+    SourceIdentity: sourceIdentityType | None
 
 
 class AssumeRootRequest(ServiceRequest):
     TargetPrincipal: TargetPrincipalType
     TaskPolicyArn: PolicyDescriptorType
-    DurationSeconds: Optional[RootDurationSecondsType]
+    DurationSeconds: RootDurationSecondsType | None
 
 
 class AssumeRootResponse(TypedDict, total=False):
-    Credentials: Optional[Credentials]
-    SourceIdentity: Optional[sourceIdentityType]
+    Credentials: Credentials | None
+    SourceIdentity: sourceIdentityType | None
 
 
 class DecodeAuthorizationMessageRequest(ServiceRequest):
@@ -214,7 +214,7 @@ class DecodeAuthorizationMessageRequest(ServiceRequest):
 
 
 class DecodeAuthorizationMessageResponse(TypedDict, total=False):
-    DecodedMessage: Optional[decodedMessageType]
+    DecodedMessage: decodedMessageType | None
 
 
 class FederatedUser(TypedDict, total=False):
@@ -227,7 +227,7 @@ class GetAccessKeyInfoRequest(ServiceRequest):
 
 
 class GetAccessKeyInfoResponse(TypedDict, total=False):
-    Account: Optional[accountType]
+    Account: accountType | None
 
 
 class GetCallerIdentityRequest(ServiceRequest):
@@ -235,38 +235,38 @@ class GetCallerIdentityRequest(ServiceRequest):
 
 
 class GetCallerIdentityResponse(TypedDict, total=False):
-    UserId: Optional[userIdType]
-    Account: Optional[accountType]
-    Arn: Optional[arnType]
+    UserId: userIdType | None
+    Account: accountType | None
+    Arn: arnType | None
 
 
 class GetFederationTokenRequest(ServiceRequest):
     Name: userNameType
-    Policy: Optional[sessionPolicyDocumentType]
-    PolicyArns: Optional[policyDescriptorListType]
-    DurationSeconds: Optional[durationSecondsType]
-    Tags: Optional[tagListType]
+    Policy: sessionPolicyDocumentType | None
+    PolicyArns: policyDescriptorListType | None
+    DurationSeconds: durationSecondsType | None
+    Tags: tagListType | None
 
 
 class GetFederationTokenResponse(TypedDict, total=False):
-    Credentials: Optional[Credentials]
-    FederatedUser: Optional[FederatedUser]
-    PackedPolicySize: Optional[nonNegativeIntegerType]
+    Credentials: Credentials | None
+    FederatedUser: FederatedUser | None
+    PackedPolicySize: nonNegativeIntegerType | None
 
 
 class GetSessionTokenRequest(ServiceRequest):
-    DurationSeconds: Optional[durationSecondsType]
-    SerialNumber: Optional[serialNumberType]
-    TokenCode: Optional[tokenCodeType]
+    DurationSeconds: durationSecondsType | None
+    SerialNumber: serialNumberType | None
+    TokenCode: tokenCodeType | None
 
 
 class GetSessionTokenResponse(TypedDict, total=False):
-    Credentials: Optional[Credentials]
+    Credentials: Credentials | None
 
 
 class StsApi:
-    service = "sts"
-    version = "2011-06-15"
+    service: str = "sts"
+    version: str = "2011-06-15"
 
     @handler("AssumeRole")
     def assume_role(
diff --git a/localstack-core/localstack/aws/api/support/__init__.py b/localstack-core/localstack/aws/api/support/__init__.py
index af48bc4abd8a4..7dfa181267e33 100644
--- a/localstack-core/localstack/aws/api/support/__init__.py
+++ b/localstack-core/localstack/aws/api/support/__init__.py
@@ -1,4 +1,4 @@
-from typing import List, Optional, TypedDict
+from typing import TypedDict
 
 from localstack.aws.api import RequestContext, ServiceException, ServiceRequest, handler
 
@@ -113,127 +113,127 @@ class ThrottlingException(ServiceException):
 
 
 class Attachment(TypedDict, total=False):
-    fileName: Optional[FileName]
-    data: Optional[Data]
+    fileName: FileName | None
+    data: Data | None
 
 
-Attachments = List[Attachment]
+Attachments = list[Attachment]
 
 
 class AddAttachmentsToSetRequest(ServiceRequest):
-    attachmentSetId: Optional[AttachmentSetId]
+    attachmentSetId: AttachmentSetId | None
     attachments: Attachments
 
 
 class AddAttachmentsToSetResponse(TypedDict, total=False):
-    attachmentSetId: Optional[AttachmentSetId]
-    expiryTime: Optional[ExpiryTime]
+    attachmentSetId: AttachmentSetId | None
+    expiryTime: ExpiryTime | None
 
 
-CcEmailAddressList = List[CcEmailAddress]
+CcEmailAddressList = list[CcEmailAddress]
 
 
 class AddCommunicationToCaseRequest(ServiceRequest):
-    caseId: Optional[CaseId]
+    caseId: CaseId | None
     communicationBody: CommunicationBody
-    ccEmailAddresses: Optional[CcEmailAddressList]
-    attachmentSetId: Optional[AttachmentSetId]
+    ccEmailAddresses: CcEmailAddressList | None
+    attachmentSetId: AttachmentSetId | None
 
 
 class AddCommunicationToCaseResponse(TypedDict, total=False):
-    result: Optional[Result]
+    result: Result | None
 
 
 class AttachmentDetails(TypedDict, total=False):
-    attachmentId: Optional[AttachmentId]
-    fileName: Optional[FileName]
+    attachmentId: AttachmentId | None
+    fileName: FileName | None
 
 
-AttachmentSet = List[AttachmentDetails]
+AttachmentSet = list[AttachmentDetails]
 
 
 class Communication(TypedDict, total=False):
-    caseId: Optional[CaseId]
-    body: Optional[ValidatedCommunicationBody]
-    submittedBy: Optional[SubmittedBy]
-    timeCreated: Optional[TimeCreated]
-    attachmentSet: Optional[AttachmentSet]
+    caseId: CaseId | None
+    body: ValidatedCommunicationBody | None
+    submittedBy: SubmittedBy | None
+    timeCreated: TimeCreated | None
+    attachmentSet: AttachmentSet | None
 
 
-CommunicationList = List[Communication]
+CommunicationList = list[Communication]
 
 
 class RecentCaseCommunications(TypedDict, total=False):
-    communications: Optional[CommunicationList]
-    nextToken: Optional[NextToken]
+    communications: CommunicationList | None
+    nextToken: NextToken | None
 
 
 class CaseDetails(TypedDict, total=False):
-    caseId: Optional[CaseId]
-    displayId: Optional[DisplayId]
-    subject: Optional[Subject]
-    status: Optional[Status]
-    serviceCode: Optional[ServiceCode]
-    categoryCode: Optional[CategoryCode]
-    severityCode: Optional[SeverityCode]
-    submittedBy: Optional[SubmittedBy]
-    timeCreated: Optional[TimeCreated]
-    recentCommunications: Optional[RecentCaseCommunications]
-    ccEmailAddresses: Optional[CcEmailAddressList]
-    language: Optional[Language]
+    caseId: CaseId | None
+    displayId: DisplayId | None
+    subject: Subject | None
+    status: Status | None
+    serviceCode: ServiceCode | None
+    categoryCode: CategoryCode | None
+    severityCode: SeverityCode | None
+    submittedBy: SubmittedBy | None
+    timeCreated: TimeCreated | None
+    recentCommunications: RecentCaseCommunications | None
+    ccEmailAddresses: CcEmailAddressList | None
+    language: Language | None
 
 
-CaseIdList = List[CaseId]
-CaseList = List[CaseDetails]
+CaseIdList = list[CaseId]
+CaseList = list[CaseDetails]
 
 
 class Category(TypedDict, total=False):
-    code: Optional[CategoryCode]
-    name: Optional[CategoryName]
+    code: CategoryCode | None
+    name: CategoryName | None
 
 
-CategoryList = List[Category]
+CategoryList = list[Category]
 
 
 class DateInterval(TypedDict, total=False):
-    startDateTime: Optional[ValidatedDateTime]
-    endDateTime: Optional[ValidatedDateTime]
+    startDateTime: ValidatedDateTime | None
+    endDateTime: ValidatedDateTime | None
 
 
-DatesWithoutSupportList = List[DateInterval]
+DatesWithoutSupportList = list[DateInterval]
 
 
 class SupportedHour(TypedDict, total=False):
-    startTime: Optional[StartTime]
-    endTime: Optional[EndTime]
+    startTime: StartTime | None
+    endTime: EndTime | None
 
 
-SupportedHoursList = List[SupportedHour]
+SupportedHoursList = list[SupportedHour]
 
 
 class CommunicationTypeOptions(TypedDict, total=False):
-    type: Optional[Type]
-    supportedHours: Optional[SupportedHoursList]
-    datesWithoutSupport: Optional[DatesWithoutSupportList]
+    type: Type | None
+    supportedHours: SupportedHoursList | None
+    datesWithoutSupport: DatesWithoutSupportList | None
 
 
-CommunicationTypeOptionsList = List[CommunicationTypeOptions]
+CommunicationTypeOptionsList = list[CommunicationTypeOptions]
 
 
 class CreateCaseRequest(ServiceRequest):
     subject: Subject
-    serviceCode: Optional[ServiceCode]
-    severityCode: Optional[SeverityCode]
-    categoryCode: Optional[CategoryCode]
+    serviceCode: ServiceCode | None
+    severityCode: SeverityCode | None
+    categoryCode: CategoryCode | None
     communicationBody: CommunicationBody
-    ccEmailAddresses: Optional[CcEmailAddressList]
-    language: Optional[Language]
-    issueType: Optional[IssueType]
-    attachmentSetId: Optional[AttachmentSetId]
+    ccEmailAddresses: CcEmailAddressList | None
+    language: Language | None
+    issueType: IssueType | None
+    attachmentSetId: AttachmentSetId | None
 
 
 class CreateCaseResponse(TypedDict, total=False):
-    caseId: Optional[CaseId]
+    caseId: CaseId | None
 
 
 class DescribeAttachmentRequest(ServiceRequest):
@@ -241,37 +241,37 @@ class DescribeAttachmentRequest(ServiceRequest):
 
 
 class DescribeAttachmentResponse(TypedDict, total=False):
-    attachment: Optional[Attachment]
+    attachment: Attachment | None
 
 
 class DescribeCasesRequest(ServiceRequest):
-    caseIdList: Optional[CaseIdList]
-    displayId: Optional[DisplayId]
-    afterTime: Optional[AfterTime]
-    beforeTime: Optional[BeforeTime]
-    includeResolvedCases: Optional[IncludeResolvedCases]
-    nextToken: Optional[NextToken]
-    maxResults: Optional[MaxResults]
-    language: Optional[Language]
-    includeCommunications: Optional[IncludeCommunications]
+    caseIdList: CaseIdList | None
+    displayId: DisplayId | None
+    afterTime: AfterTime | None
+    beforeTime: BeforeTime | None
+    includeResolvedCases: IncludeResolvedCases | None
+    nextToken: NextToken | None
+    maxResults: MaxResults | None
+    language: Language | None
+    includeCommunications: IncludeCommunications | None
 
 
 class DescribeCasesResponse(TypedDict, total=False):
-    cases: Optional[CaseList]
-    nextToken: Optional[NextToken]
+    cases: CaseList | None
+    nextToken: NextToken | None
 
 
 class DescribeCommunicationsRequest(ServiceRequest):
     caseId: CaseId
-    beforeTime: Optional[BeforeTime]
-    afterTime: Optional[AfterTime]
-    nextToken: Optional[NextToken]
-    maxResults: Optional[MaxResults]
+    beforeTime: BeforeTime | None
+    afterTime: AfterTime | None
+    nextToken: NextToken | None
+    maxResults: MaxResults | None
 
 
 class DescribeCommunicationsResponse(TypedDict, total=False):
-    communications: Optional[CommunicationList]
-    nextToken: Optional[NextToken]
+    communications: CommunicationList | None
+    nextToken: NextToken | None
 
 
 class DescribeCreateCaseOptionsRequest(ServiceRequest):
@@ -282,45 +282,45 @@ class DescribeCreateCaseOptionsRequest(ServiceRequest):
 
 
 class DescribeCreateCaseOptionsResponse(TypedDict, total=False):
-    languageAvailability: Optional[ValidatedLanguageAvailability]
-    communicationTypes: Optional[CommunicationTypeOptionsList]
+    languageAvailability: ValidatedLanguageAvailability | None
+    communicationTypes: CommunicationTypeOptionsList | None
 
 
-ServiceCodeList = List[ServiceCode]
+ServiceCodeList = list[ServiceCode]
 
 
 class DescribeServicesRequest(ServiceRequest):
-    serviceCodeList: Optional[ServiceCodeList]
-    language: Optional[Language]
+    serviceCodeList: ServiceCodeList | None
+    language: Language | None
 
 
 class Service(TypedDict, total=False):
-    code: Optional[ServiceCode]
-    name: Optional[ServiceName]
-    categories: Optional[CategoryList]
+    code: ServiceCode | None
+    name: ServiceName | None
+    categories: CategoryList | None
 
 
-ServiceList = List[Service]
+ServiceList = list[Service]
 
 
 class DescribeServicesResponse(TypedDict, total=False):
-    services: Optional[ServiceList]
+    services: ServiceList | None
 
 
 class DescribeSeverityLevelsRequest(ServiceRequest):
-    language: Optional[Language]
+    language: Language | None
 
 
 class SeverityLevel(TypedDict, total=False):
-    code: Optional[SeverityLevelCode]
-    name: Optional[SeverityLevelName]
+    code: SeverityLevelCode | None
+    name: SeverityLevelName | None
 
 
-SeverityLevelsList = List[SeverityLevel]
+SeverityLevelsList = list[SeverityLevel]
 
 
 class DescribeSeverityLevelsResponse(TypedDict, total=False):
-    severityLevels: Optional[SeverityLevelsList]
+    severityLevels: SeverityLevelsList | None
 
 
 class DescribeSupportedLanguagesRequest(ServiceRequest):
@@ -330,19 +330,19 @@ class DescribeSupportedLanguagesRequest(ServiceRequest):
 
 
 class SupportedLanguage(TypedDict, total=False):
-    code: Optional[Code]
-    language: Optional[Language]
-    display: Optional[Display]
+    code: Code | None
+    language: Language | None
+    display: Display | None
 
 
-SupportedLanguagesList = List[SupportedLanguage]
+SupportedLanguagesList = list[SupportedLanguage]
 
 
 class DescribeSupportedLanguagesResponse(TypedDict, total=False):
-    supportedLanguages: Optional[SupportedLanguagesList]
+    supportedLanguages: SupportedLanguagesList | None
 
 
-StringList = List[String]
+StringList = list[String]
 
 
 class DescribeTrustedAdvisorCheckRefreshStatusesRequest(ServiceRequest):
@@ -358,7 +358,7 @@ class TrustedAdvisorCheckRefreshStatus(TypedDict, total=False):
     millisUntilNextRefreshable: Long
 
 
-TrustedAdvisorCheckRefreshStatusList = List[TrustedAdvisorCheckRefreshStatus]
+TrustedAdvisorCheckRefreshStatusList = list[TrustedAdvisorCheckRefreshStatus]
 
 
 class DescribeTrustedAdvisorCheckRefreshStatusesResponse(TypedDict, total=False):
@@ -367,18 +367,18 @@ class DescribeTrustedAdvisorCheckRefreshStatusesResponse(TypedDict, total=False)
 
 class DescribeTrustedAdvisorCheckResultRequest(ServiceRequest):
     checkId: String
-    language: Optional[String]
+    language: String | None
 
 
 class TrustedAdvisorResourceDetail(TypedDict, total=False):
     status: String
-    region: Optional[String]
+    region: String | None
     resourceId: String
-    isSuppressed: Optional[Boolean]
+    isSuppressed: Boolean | None
     metadata: StringList
 
 
-TrustedAdvisorResourceDetailList = List[TrustedAdvisorResourceDetail]
+TrustedAdvisorResourceDetailList = list[TrustedAdvisorResourceDetail]
 
 
 class TrustedAdvisorCostOptimizingSummary(TypedDict, total=False):
@@ -387,7 +387,7 @@ class TrustedAdvisorCostOptimizingSummary(TypedDict, total=False):
 
 
 class TrustedAdvisorCategorySpecificSummary(TypedDict, total=False):
-    costOptimizing: Optional[TrustedAdvisorCostOptimizingSummary]
+    costOptimizing: TrustedAdvisorCostOptimizingSummary | None
 
 
 class TrustedAdvisorResourcesSummary(TypedDict, total=False):
@@ -407,7 +407,7 @@ class TrustedAdvisorCheckResult(TypedDict, total=False):
 
 
 class DescribeTrustedAdvisorCheckResultResponse(TypedDict, total=False):
-    result: Optional[TrustedAdvisorCheckResult]
+    result: TrustedAdvisorCheckResult | None
 
 
 class DescribeTrustedAdvisorCheckSummariesRequest(ServiceRequest):
@@ -418,12 +418,12 @@ class TrustedAdvisorCheckSummary(TypedDict, total=False):
     checkId: String
     timestamp: String
     status: String
-    hasFlaggedResources: Optional[Boolean]
+    hasFlaggedResources: Boolean | None
     resourcesSummary: TrustedAdvisorResourcesSummary
     categorySpecificSummary: TrustedAdvisorCategorySpecificSummary
 
 
-TrustedAdvisorCheckSummaryList = List[TrustedAdvisorCheckSummary]
+TrustedAdvisorCheckSummaryList = list[TrustedAdvisorCheckSummary]
 
 
 class DescribeTrustedAdvisorCheckSummariesResponse(TypedDict, total=False):
@@ -442,7 +442,7 @@ class TrustedAdvisorCheckDescription(TypedDict, total=False):
     metadata: StringList
 
 
-TrustedAdvisorCheckList = List[TrustedAdvisorCheckDescription]
+TrustedAdvisorCheckList = list[TrustedAdvisorCheckDescription]
 
 
 class DescribeTrustedAdvisorChecksResponse(TypedDict, total=False):
@@ -458,17 +458,17 @@ class RefreshTrustedAdvisorCheckResponse(TypedDict, total=False):
 
 
 class ResolveCaseRequest(ServiceRequest):
-    caseId: Optional[CaseId]
+    caseId: CaseId | None
 
 
 class ResolveCaseResponse(TypedDict, total=False):
-    initialCaseStatus: Optional[CaseStatus]
-    finalCaseStatus: Optional[CaseStatus]
+    initialCaseStatus: CaseStatus | None
+    finalCaseStatus: CaseStatus | None
 
 
 class SupportApi:
-    service = "support"
-    version = "2013-04-15"
+    service: str = "support"
+    version: str = "2013-04-15"
 
     @handler("AddAttachmentsToSet")
     def add_attachments_to_set(
diff --git a/localstack-core/localstack/aws/api/swf/__init__.py b/localstack-core/localstack/aws/api/swf/__init__.py
index 23653779f7e9f..1c35461750559 100644
--- a/localstack-core/localstack/aws/api/swf/__init__.py
+++ b/localstack-core/localstack/aws/api/swf/__init__.py
@@ -1,6 +1,6 @@
 from datetime import datetime
 from enum import StrEnum
-from typing import List, Optional, TypedDict
+from typing import TypedDict
 
 from localstack.aws.api import RequestContext, ServiceException, ServiceRequest, handler
 
@@ -369,7 +369,7 @@ class ActivityTask(TypedDict, total=False):
     startedEventId: EventId
     workflowExecution: WorkflowExecution
     activityType: ActivityType
-    input: Optional[Data]
+    input: Data | None
 
 
 class ActivityTaskCancelRequestedEventAttributes(TypedDict, total=False):
@@ -378,21 +378,21 @@ class ActivityTaskCancelRequestedEventAttributes(TypedDict, total=False):
 
 
 class ActivityTaskCanceledEventAttributes(TypedDict, total=False):
-    details: Optional[Data]
+    details: Data | None
     scheduledEventId: EventId
     startedEventId: EventId
-    latestCancelRequestedEventId: Optional[EventId]
+    latestCancelRequestedEventId: EventId | None
 
 
 class ActivityTaskCompletedEventAttributes(TypedDict, total=False):
-    result: Optional[Data]
+    result: Data | None
     scheduledEventId: EventId
     startedEventId: EventId
 
 
 class ActivityTaskFailedEventAttributes(TypedDict, total=False):
-    reason: Optional[FailureReason]
-    details: Optional[Data]
+    reason: FailureReason | None
+    details: Data | None
     scheduledEventId: EventId
     startedEventId: EventId
 
@@ -404,19 +404,19 @@ class TaskList(TypedDict, total=False):
 class ActivityTaskScheduledEventAttributes(TypedDict, total=False):
     activityType: ActivityType
     activityId: ActivityId
-    input: Optional[Data]
-    control: Optional[Data]
-    scheduleToStartTimeout: Optional[DurationInSecondsOptional]
-    scheduleToCloseTimeout: Optional[DurationInSecondsOptional]
-    startToCloseTimeout: Optional[DurationInSecondsOptional]
+    input: Data | None
+    control: Data | None
+    scheduleToStartTimeout: DurationInSecondsOptional | None
+    scheduleToCloseTimeout: DurationInSecondsOptional | None
+    startToCloseTimeout: DurationInSecondsOptional | None
     taskList: TaskList
-    taskPriority: Optional[TaskPriority]
+    taskPriority: TaskPriority | None
     decisionTaskCompletedEventId: EventId
-    heartbeatTimeout: Optional[DurationInSecondsOptional]
+    heartbeatTimeout: DurationInSecondsOptional | None
 
 
 class ActivityTaskStartedEventAttributes(TypedDict, total=False):
-    identity: Optional[Identity]
+    identity: Identity | None
     scheduledEventId: EventId
 
 
@@ -428,16 +428,16 @@ class ActivityTaskTimedOutEventAttributes(TypedDict, total=False):
     timeoutType: ActivityTaskTimeoutType
     scheduledEventId: EventId
     startedEventId: EventId
-    details: Optional[LimitedData]
+    details: LimitedData | None
 
 
 class ActivityTypeConfiguration(TypedDict, total=False):
-    defaultTaskStartToCloseTimeout: Optional[DurationInSecondsOptional]
-    defaultTaskHeartbeatTimeout: Optional[DurationInSecondsOptional]
-    defaultTaskList: Optional[TaskList]
-    defaultTaskPriority: Optional[TaskPriority]
-    defaultTaskScheduleToStartTimeout: Optional[DurationInSecondsOptional]
-    defaultTaskScheduleToCloseTimeout: Optional[DurationInSecondsOptional]
+    defaultTaskStartToCloseTimeout: DurationInSecondsOptional | None
+    defaultTaskHeartbeatTimeout: DurationInSecondsOptional | None
+    defaultTaskList: TaskList | None
+    defaultTaskPriority: TaskPriority | None
+    defaultTaskScheduleToStartTimeout: DurationInSecondsOptional | None
+    defaultTaskScheduleToCloseTimeout: DurationInSecondsOptional | None
 
 
 Timestamp = datetime
@@ -446,9 +446,9 @@ class ActivityTypeConfiguration(TypedDict, total=False):
 class ActivityTypeInfo(TypedDict, total=False):
     activityType: ActivityType
     status: RegistrationStatus
-    description: Optional[Description]
+    description: Description | None
     creationDate: Timestamp
-    deprecationDate: Optional[Timestamp]
+    deprecationDate: Timestamp | None
 
 
 class ActivityTypeDetail(TypedDict, total=False):
@@ -456,12 +456,12 @@ class ActivityTypeDetail(TypedDict, total=False):
     configuration: ActivityTypeConfiguration
 
 
-ActivityTypeInfoList = List[ActivityTypeInfo]
+ActivityTypeInfoList = list[ActivityTypeInfo]
 
 
 class ActivityTypeInfos(TypedDict, total=False):
     typeInfos: ActivityTypeInfoList
-    nextPageToken: Optional[PageToken]
+    nextPageToken: PageToken | None
 
 
 class CancelTimerDecisionAttributes(TypedDict, total=False):
@@ -475,7 +475,7 @@ class CancelTimerFailedEventAttributes(TypedDict, total=False):
 
 
 class CancelWorkflowExecutionDecisionAttributes(TypedDict, total=False):
-    details: Optional[Data]
+    details: Data | None
 
 
 class CancelWorkflowExecutionFailedEventAttributes(TypedDict, total=False):
@@ -491,7 +491,7 @@ class WorkflowType(TypedDict, total=False):
 class ChildWorkflowExecutionCanceledEventAttributes(TypedDict, total=False):
     workflowExecution: WorkflowExecution
     workflowType: WorkflowType
-    details: Optional[Data]
+    details: Data | None
     initiatedEventId: EventId
     startedEventId: EventId
 
@@ -499,7 +499,7 @@ class ChildWorkflowExecutionCanceledEventAttributes(TypedDict, total=False):
 class ChildWorkflowExecutionCompletedEventAttributes(TypedDict, total=False):
     workflowExecution: WorkflowExecution
     workflowType: WorkflowType
-    result: Optional[Data]
+    result: Data | None
     initiatedEventId: EventId
     startedEventId: EventId
 
@@ -507,8 +507,8 @@ class ChildWorkflowExecutionCompletedEventAttributes(TypedDict, total=False):
 class ChildWorkflowExecutionFailedEventAttributes(TypedDict, total=False):
     workflowExecution: WorkflowExecution
     workflowType: WorkflowType
-    reason: Optional[FailureReason]
-    details: Optional[Data]
+    reason: FailureReason | None
+    details: Data | None
     initiatedEventId: EventId
     startedEventId: EventId
 
@@ -539,7 +539,7 @@ class CloseStatusFilter(TypedDict, total=False):
 
 
 class CompleteWorkflowExecutionDecisionAttributes(TypedDict, total=False):
-    result: Optional[Data]
+    result: Data | None
 
 
 class CompleteWorkflowExecutionFailedEventAttributes(TypedDict, total=False):
@@ -547,19 +547,19 @@ class CompleteWorkflowExecutionFailedEventAttributes(TypedDict, total=False):
     decisionTaskCompletedEventId: EventId
 
 
-TagList = List[Tag]
+TagList = list[Tag]
 
 
 class ContinueAsNewWorkflowExecutionDecisionAttributes(TypedDict, total=False):
-    input: Optional[Data]
-    executionStartToCloseTimeout: Optional[DurationInSecondsOptional]
-    taskList: Optional[TaskList]
-    taskPriority: Optional[TaskPriority]
-    taskStartToCloseTimeout: Optional[DurationInSecondsOptional]
-    childPolicy: Optional[ChildPolicy]
-    tagList: Optional[TagList]
-    workflowTypeVersion: Optional[Version]
-    lambdaRole: Optional[Arn]
+    input: Data | None
+    executionStartToCloseTimeout: DurationInSecondsOptional | None
+    taskList: TaskList | None
+    taskPriority: TaskPriority | None
+    taskStartToCloseTimeout: DurationInSecondsOptional | None
+    childPolicy: ChildPolicy | None
+    tagList: TagList | None
+    workflowTypeVersion: Version | None
+    lambdaRole: Arn | None
 
 
 class ContinueAsNewWorkflowExecutionFailedEventAttributes(TypedDict, total=False):
@@ -573,7 +573,7 @@ class TagFilter(TypedDict, total=False):
 
 class WorkflowTypeFilter(TypedDict, total=False):
     name: Name
-    version: Optional[VersionOptional]
+    version: VersionOptional | None
 
 
 class WorkflowExecutionFilter(TypedDict, total=False):
@@ -582,25 +582,25 @@ class WorkflowExecutionFilter(TypedDict, total=False):
 
 class ExecutionTimeFilter(TypedDict, total=False):
     oldestDate: Timestamp
-    latestDate: Optional[Timestamp]
+    latestDate: Timestamp | None
 
 
 class CountClosedWorkflowExecutionsInput(ServiceRequest):
     domain: DomainName
-    startTimeFilter: Optional[ExecutionTimeFilter]
-    closeTimeFilter: Optional[ExecutionTimeFilter]
-    executionFilter: Optional[WorkflowExecutionFilter]
-    typeFilter: Optional[WorkflowTypeFilter]
-    tagFilter: Optional[TagFilter]
-    closeStatusFilter: Optional[CloseStatusFilter]
+    startTimeFilter: ExecutionTimeFilter | None
+    closeTimeFilter: ExecutionTimeFilter | None
+    executionFilter: WorkflowExecutionFilter | None
+    typeFilter: WorkflowTypeFilter | None
+    tagFilter: TagFilter | None
+    closeStatusFilter: CloseStatusFilter | None
 
 
 class CountOpenWorkflowExecutionsInput(ServiceRequest):
     domain: DomainName
     startTimeFilter: ExecutionTimeFilter
-    typeFilter: Optional[WorkflowTypeFilter]
-    tagFilter: Optional[TagFilter]
-    executionFilter: Optional[WorkflowExecutionFilter]
+    typeFilter: WorkflowTypeFilter | None
+    tagFilter: TagFilter | None
+    executionFilter: WorkflowExecutionFilter | None
 
 
 class CountPendingActivityTasksInput(ServiceRequest):
@@ -616,53 +616,53 @@ class CountPendingDecisionTasksInput(ServiceRequest):
 class ScheduleLambdaFunctionDecisionAttributes(TypedDict, total=False):
     id: FunctionId
     name: FunctionName
-    control: Optional[Data]
-    input: Optional[FunctionInput]
-    startToCloseTimeout: Optional[DurationInSecondsOptional]
+    control: Data | None
+    input: FunctionInput | None
+    startToCloseTimeout: DurationInSecondsOptional | None
 
 
 class StartChildWorkflowExecutionDecisionAttributes(TypedDict, total=False):
     workflowType: WorkflowType
     workflowId: WorkflowId
-    control: Optional[Data]
-    input: Optional[Data]
-    executionStartToCloseTimeout: Optional[DurationInSecondsOptional]
-    taskList: Optional[TaskList]
-    taskPriority: Optional[TaskPriority]
-    taskStartToCloseTimeout: Optional[DurationInSecondsOptional]
-    childPolicy: Optional[ChildPolicy]
-    tagList: Optional[TagList]
-    lambdaRole: Optional[Arn]
+    control: Data | None
+    input: Data | None
+    executionStartToCloseTimeout: DurationInSecondsOptional | None
+    taskList: TaskList | None
+    taskPriority: TaskPriority | None
+    taskStartToCloseTimeout: DurationInSecondsOptional | None
+    childPolicy: ChildPolicy | None
+    tagList: TagList | None
+    lambdaRole: Arn | None
 
 
 class RequestCancelExternalWorkflowExecutionDecisionAttributes(TypedDict, total=False):
     workflowId: WorkflowId
-    runId: Optional[WorkflowRunIdOptional]
-    control: Optional[Data]
+    runId: WorkflowRunIdOptional | None
+    control: Data | None
 
 
 class SignalExternalWorkflowExecutionDecisionAttributes(TypedDict, total=False):
     workflowId: WorkflowId
-    runId: Optional[WorkflowRunIdOptional]
+    runId: WorkflowRunIdOptional | None
     signalName: SignalName
-    input: Optional[Data]
-    control: Optional[Data]
+    input: Data | None
+    control: Data | None
 
 
 class StartTimerDecisionAttributes(TypedDict, total=False):
     timerId: TimerId
-    control: Optional[Data]
+    control: Data | None
     startToFireTimeout: DurationInSeconds
 
 
 class RecordMarkerDecisionAttributes(TypedDict, total=False):
     markerName: MarkerName
-    details: Optional[Data]
+    details: Data | None
 
 
 class FailWorkflowExecutionDecisionAttributes(TypedDict, total=False):
-    reason: Optional[FailureReason]
-    details: Optional[Data]
+    reason: FailureReason | None
+    details: Data | None
 
 
 class RequestCancelActivityTaskDecisionAttributes(TypedDict, total=False):
@@ -672,52 +672,48 @@ class RequestCancelActivityTaskDecisionAttributes(TypedDict, total=False):
 class ScheduleActivityTaskDecisionAttributes(TypedDict, total=False):
     activityType: ActivityType
     activityId: ActivityId
-    control: Optional[Data]
-    input: Optional[Data]
-    scheduleToCloseTimeout: Optional[DurationInSecondsOptional]
-    taskList: Optional[TaskList]
-    taskPriority: Optional[TaskPriority]
-    scheduleToStartTimeout: Optional[DurationInSecondsOptional]
-    startToCloseTimeout: Optional[DurationInSecondsOptional]
-    heartbeatTimeout: Optional[DurationInSecondsOptional]
+    control: Data | None
+    input: Data | None
+    scheduleToCloseTimeout: DurationInSecondsOptional | None
+    taskList: TaskList | None
+    taskPriority: TaskPriority | None
+    scheduleToStartTimeout: DurationInSecondsOptional | None
+    startToCloseTimeout: DurationInSecondsOptional | None
+    heartbeatTimeout: DurationInSecondsOptional | None
 
 
 class Decision(TypedDict, total=False):
     decisionType: DecisionType
-    scheduleActivityTaskDecisionAttributes: Optional[ScheduleActivityTaskDecisionAttributes]
-    requestCancelActivityTaskDecisionAttributes: Optional[
-        RequestCancelActivityTaskDecisionAttributes
-    ]
-    completeWorkflowExecutionDecisionAttributes: Optional[
-        CompleteWorkflowExecutionDecisionAttributes
-    ]
-    failWorkflowExecutionDecisionAttributes: Optional[FailWorkflowExecutionDecisionAttributes]
-    cancelWorkflowExecutionDecisionAttributes: Optional[CancelWorkflowExecutionDecisionAttributes]
-    continueAsNewWorkflowExecutionDecisionAttributes: Optional[
-        ContinueAsNewWorkflowExecutionDecisionAttributes
-    ]
-    recordMarkerDecisionAttributes: Optional[RecordMarkerDecisionAttributes]
-    startTimerDecisionAttributes: Optional[StartTimerDecisionAttributes]
-    cancelTimerDecisionAttributes: Optional[CancelTimerDecisionAttributes]
-    signalExternalWorkflowExecutionDecisionAttributes: Optional[
-        SignalExternalWorkflowExecutionDecisionAttributes
-    ]
-    requestCancelExternalWorkflowExecutionDecisionAttributes: Optional[
-        RequestCancelExternalWorkflowExecutionDecisionAttributes
-    ]
-    startChildWorkflowExecutionDecisionAttributes: Optional[
-        StartChildWorkflowExecutionDecisionAttributes
-    ]
-    scheduleLambdaFunctionDecisionAttributes: Optional[ScheduleLambdaFunctionDecisionAttributes]
-
-
-DecisionList = List[Decision]
+    scheduleActivityTaskDecisionAttributes: ScheduleActivityTaskDecisionAttributes | None
+    requestCancelActivityTaskDecisionAttributes: RequestCancelActivityTaskDecisionAttributes | None
+    completeWorkflowExecutionDecisionAttributes: CompleteWorkflowExecutionDecisionAttributes | None
+    failWorkflowExecutionDecisionAttributes: FailWorkflowExecutionDecisionAttributes | None
+    cancelWorkflowExecutionDecisionAttributes: CancelWorkflowExecutionDecisionAttributes | None
+    continueAsNewWorkflowExecutionDecisionAttributes: (
+        ContinueAsNewWorkflowExecutionDecisionAttributes | None
+    )
+    recordMarkerDecisionAttributes: RecordMarkerDecisionAttributes | None
+    startTimerDecisionAttributes: StartTimerDecisionAttributes | None
+    cancelTimerDecisionAttributes: CancelTimerDecisionAttributes | None
+    signalExternalWorkflowExecutionDecisionAttributes: (
+        SignalExternalWorkflowExecutionDecisionAttributes | None
+    )
+    requestCancelExternalWorkflowExecutionDecisionAttributes: (
+        RequestCancelExternalWorkflowExecutionDecisionAttributes | None
+    )
+    startChildWorkflowExecutionDecisionAttributes: (
+        StartChildWorkflowExecutionDecisionAttributes | None
+    )
+    scheduleLambdaFunctionDecisionAttributes: ScheduleLambdaFunctionDecisionAttributes | None
+
+
+DecisionList = list[Decision]
 
 
 class StartLambdaFunctionFailedEventAttributes(TypedDict, total=False):
-    scheduledEventId: Optional[EventId]
-    cause: Optional[StartLambdaFunctionFailedCause]
-    message: Optional[CauseMessage]
+    scheduledEventId: EventId | None
+    cause: StartLambdaFunctionFailedCause | None
+    message: CauseMessage | None
 
 
 class ScheduleLambdaFunctionFailedEventAttributes(TypedDict, total=False):
@@ -730,20 +726,20 @@ class ScheduleLambdaFunctionFailedEventAttributes(TypedDict, total=False):
 class LambdaFunctionTimedOutEventAttributes(TypedDict, total=False):
     scheduledEventId: EventId
     startedEventId: EventId
-    timeoutType: Optional[LambdaFunctionTimeoutType]
+    timeoutType: LambdaFunctionTimeoutType | None
 
 
 class LambdaFunctionFailedEventAttributes(TypedDict, total=False):
     scheduledEventId: EventId
     startedEventId: EventId
-    reason: Optional[FailureReason]
-    details: Optional[Data]
+    reason: FailureReason | None
+    details: Data | None
 
 
 class LambdaFunctionCompletedEventAttributes(TypedDict, total=False):
     scheduledEventId: EventId
     startedEventId: EventId
-    result: Optional[Data]
+    result: Data | None
 
 
 class LambdaFunctionStartedEventAttributes(TypedDict, total=False):
@@ -753,9 +749,9 @@ class LambdaFunctionStartedEventAttributes(TypedDict, total=False):
 class LambdaFunctionScheduledEventAttributes(TypedDict, total=False):
     id: FunctionId
     name: FunctionName
-    control: Optional[Data]
-    input: Optional[FunctionInput]
-    startToCloseTimeout: Optional[DurationInSecondsOptional]
+    control: Data | None
+    input: FunctionInput | None
+    startToCloseTimeout: DurationInSecondsOptional | None
     decisionTaskCompletedEventId: EventId
 
 
@@ -765,7 +761,7 @@ class StartChildWorkflowExecutionFailedEventAttributes(TypedDict, total=False):
     workflowId: WorkflowId
     initiatedEventId: EventId
     decisionTaskCompletedEventId: EventId
-    control: Optional[Data]
+    control: Data | None
 
 
 class StartTimerFailedEventAttributes(TypedDict, total=False):
@@ -789,18 +785,18 @@ class ScheduleActivityTaskFailedEventAttributes(TypedDict, total=False):
 
 class RequestCancelExternalWorkflowExecutionFailedEventAttributes(TypedDict, total=False):
     workflowId: WorkflowId
-    runId: Optional[WorkflowRunIdOptional]
+    runId: WorkflowRunIdOptional | None
     cause: RequestCancelExternalWorkflowExecutionFailedCause
     initiatedEventId: EventId
     decisionTaskCompletedEventId: EventId
-    control: Optional[Data]
+    control: Data | None
 
 
 class RequestCancelExternalWorkflowExecutionInitiatedEventAttributes(TypedDict, total=False):
     workflowId: WorkflowId
-    runId: Optional[WorkflowRunIdOptional]
+    runId: WorkflowRunIdOptional | None
     decisionTaskCompletedEventId: EventId
-    control: Optional[Data]
+    control: Data | None
 
 
 class ExternalWorkflowExecutionCancelRequestedEventAttributes(TypedDict, total=False):
@@ -810,11 +806,11 @@ class ExternalWorkflowExecutionCancelRequestedEventAttributes(TypedDict, total=F
 
 class SignalExternalWorkflowExecutionFailedEventAttributes(TypedDict, total=False):
     workflowId: WorkflowId
-    runId: Optional[WorkflowRunIdOptional]
+    runId: WorkflowRunIdOptional | None
     cause: SignalExternalWorkflowExecutionFailedCause
     initiatedEventId: EventId
     decisionTaskCompletedEventId: EventId
-    control: Optional[Data]
+    control: Data | None
 
 
 class ExternalWorkflowExecutionSignaledEventAttributes(TypedDict, total=False):
@@ -824,26 +820,26 @@ class ExternalWorkflowExecutionSignaledEventAttributes(TypedDict, total=False):
 
 class SignalExternalWorkflowExecutionInitiatedEventAttributes(TypedDict, total=False):
     workflowId: WorkflowId
-    runId: Optional[WorkflowRunIdOptional]
+    runId: WorkflowRunIdOptional | None
     signalName: SignalName
-    input: Optional[Data]
+    input: Data | None
     decisionTaskCompletedEventId: EventId
-    control: Optional[Data]
+    control: Data | None
 
 
 class StartChildWorkflowExecutionInitiatedEventAttributes(TypedDict, total=False):
     workflowId: WorkflowId
     workflowType: WorkflowType
-    control: Optional[Data]
-    input: Optional[Data]
-    executionStartToCloseTimeout: Optional[DurationInSecondsOptional]
+    control: Data | None
+    input: Data | None
+    executionStartToCloseTimeout: DurationInSecondsOptional | None
     taskList: TaskList
-    taskPriority: Optional[TaskPriority]
+    taskPriority: TaskPriority | None
     decisionTaskCompletedEventId: EventId
     childPolicy: ChildPolicy
-    taskStartToCloseTimeout: Optional[DurationInSecondsOptional]
-    tagList: Optional[TagList]
-    lambdaRole: Optional[Arn]
+    taskStartToCloseTimeout: DurationInSecondsOptional | None
+    tagList: TagList | None
+    lambdaRole: Arn | None
 
 
 class TimerCanceledEventAttributes(TypedDict, total=False):
@@ -859,7 +855,7 @@ class TimerFiredEventAttributes(TypedDict, total=False):
 
 class TimerStartedEventAttributes(TypedDict, total=False):
     timerId: TimerId
-    control: Optional[Data]
+    control: Data | None
     startToFireTimeout: DurationInSeconds
     decisionTaskCompletedEventId: EventId
 
@@ -872,15 +868,15 @@ class RecordMarkerFailedEventAttributes(TypedDict, total=False):
 
 class MarkerRecordedEventAttributes(TypedDict, total=False):
     markerName: MarkerName
-    details: Optional[Data]
+    details: Data | None
     decisionTaskCompletedEventId: EventId
 
 
 class WorkflowExecutionSignaledEventAttributes(TypedDict, total=False):
     signalName: SignalName
-    input: Optional[Data]
-    externalWorkflowExecution: Optional[WorkflowExecution]
-    externalInitiatedEventId: Optional[EventId]
+    input: Data | None
+    externalWorkflowExecution: WorkflowExecution | None
+    externalInitiatedEventId: EventId | None
 
 
 class DecisionTaskTimedOutEventAttributes(TypedDict, total=False):
@@ -890,54 +886,54 @@ class DecisionTaskTimedOutEventAttributes(TypedDict, total=False):
 
 
 class DecisionTaskCompletedEventAttributes(TypedDict, total=False):
-    executionContext: Optional[Data]
+    executionContext: Data | None
     scheduledEventId: EventId
     startedEventId: EventId
-    taskList: Optional[TaskList]
-    taskListScheduleToStartTimeout: Optional[DurationInSecondsOptional]
+    taskList: TaskList | None
+    taskListScheduleToStartTimeout: DurationInSecondsOptional | None
 
 
 class DecisionTaskStartedEventAttributes(TypedDict, total=False):
-    identity: Optional[Identity]
+    identity: Identity | None
     scheduledEventId: EventId
 
 
 class DecisionTaskScheduledEventAttributes(TypedDict, total=False):
     taskList: TaskList
-    taskPriority: Optional[TaskPriority]
-    startToCloseTimeout: Optional[DurationInSecondsOptional]
-    scheduleToStartTimeout: Optional[DurationInSecondsOptional]
+    taskPriority: TaskPriority | None
+    startToCloseTimeout: DurationInSecondsOptional | None
+    scheduleToStartTimeout: DurationInSecondsOptional | None
 
 
 class WorkflowExecutionCancelRequestedEventAttributes(TypedDict, total=False):
-    externalWorkflowExecution: Optional[WorkflowExecution]
-    externalInitiatedEventId: Optional[EventId]
-    cause: Optional[WorkflowExecutionCancelRequestedCause]
+    externalWorkflowExecution: WorkflowExecution | None
+    externalInitiatedEventId: EventId | None
+    cause: WorkflowExecutionCancelRequestedCause | None
 
 
 class WorkflowExecutionTerminatedEventAttributes(TypedDict, total=False):
-    reason: Optional[TerminateReason]
-    details: Optional[Data]
+    reason: TerminateReason | None
+    details: Data | None
     childPolicy: ChildPolicy
-    cause: Optional[WorkflowExecutionTerminatedCause]
+    cause: WorkflowExecutionTerminatedCause | None
 
 
 class WorkflowExecutionContinuedAsNewEventAttributes(TypedDict, total=False):
-    input: Optional[Data]
+    input: Data | None
     decisionTaskCompletedEventId: EventId
     newExecutionRunId: WorkflowRunId
-    executionStartToCloseTimeout: Optional[DurationInSecondsOptional]
+    executionStartToCloseTimeout: DurationInSecondsOptional | None
     taskList: TaskList
-    taskPriority: Optional[TaskPriority]
-    taskStartToCloseTimeout: Optional[DurationInSecondsOptional]
+    taskPriority: TaskPriority | None
+    taskStartToCloseTimeout: DurationInSecondsOptional | None
     childPolicy: ChildPolicy
-    tagList: Optional[TagList]
+    tagList: TagList | None
     workflowType: WorkflowType
-    lambdaRole: Optional[Arn]
+    lambdaRole: Arn | None
 
 
 class WorkflowExecutionCanceledEventAttributes(TypedDict, total=False):
-    details: Optional[Data]
+    details: Data | None
     decisionTaskCompletedEventId: EventId
 
 
@@ -952,134 +948,130 @@ class FailWorkflowExecutionFailedEventAttributes(TypedDict, total=False):
 
 
 class WorkflowExecutionFailedEventAttributes(TypedDict, total=False):
-    reason: Optional[FailureReason]
-    details: Optional[Data]
+    reason: FailureReason | None
+    details: Data | None
     decisionTaskCompletedEventId: EventId
 
 
 class WorkflowExecutionCompletedEventAttributes(TypedDict, total=False):
-    result: Optional[Data]
+    result: Data | None
     decisionTaskCompletedEventId: EventId
 
 
 class WorkflowExecutionStartedEventAttributes(TypedDict, total=False):
-    input: Optional[Data]
-    executionStartToCloseTimeout: Optional[DurationInSecondsOptional]
-    taskStartToCloseTimeout: Optional[DurationInSecondsOptional]
+    input: Data | None
+    executionStartToCloseTimeout: DurationInSecondsOptional | None
+    taskStartToCloseTimeout: DurationInSecondsOptional | None
     childPolicy: ChildPolicy
     taskList: TaskList
-    taskPriority: Optional[TaskPriority]
+    taskPriority: TaskPriority | None
     workflowType: WorkflowType
-    tagList: Optional[TagList]
-    continuedExecutionRunId: Optional[WorkflowRunIdOptional]
-    parentWorkflowExecution: Optional[WorkflowExecution]
-    parentInitiatedEventId: Optional[EventId]
-    lambdaRole: Optional[Arn]
+    tagList: TagList | None
+    continuedExecutionRunId: WorkflowRunIdOptional | None
+    parentWorkflowExecution: WorkflowExecution | None
+    parentInitiatedEventId: EventId | None
+    lambdaRole: Arn | None
 
 
 class HistoryEvent(TypedDict, total=False):
     eventTimestamp: Timestamp
     eventType: EventType
     eventId: EventId
-    workflowExecutionStartedEventAttributes: Optional[WorkflowExecutionStartedEventAttributes]
-    workflowExecutionCompletedEventAttributes: Optional[WorkflowExecutionCompletedEventAttributes]
-    completeWorkflowExecutionFailedEventAttributes: Optional[
-        CompleteWorkflowExecutionFailedEventAttributes
-    ]
-    workflowExecutionFailedEventAttributes: Optional[WorkflowExecutionFailedEventAttributes]
-    failWorkflowExecutionFailedEventAttributes: Optional[FailWorkflowExecutionFailedEventAttributes]
-    workflowExecutionTimedOutEventAttributes: Optional[WorkflowExecutionTimedOutEventAttributes]
-    workflowExecutionCanceledEventAttributes: Optional[WorkflowExecutionCanceledEventAttributes]
-    cancelWorkflowExecutionFailedEventAttributes: Optional[
-        CancelWorkflowExecutionFailedEventAttributes
-    ]
-    workflowExecutionContinuedAsNewEventAttributes: Optional[
-        WorkflowExecutionContinuedAsNewEventAttributes
-    ]
-    continueAsNewWorkflowExecutionFailedEventAttributes: Optional[
-        ContinueAsNewWorkflowExecutionFailedEventAttributes
-    ]
-    workflowExecutionTerminatedEventAttributes: Optional[WorkflowExecutionTerminatedEventAttributes]
-    workflowExecutionCancelRequestedEventAttributes: Optional[
-        WorkflowExecutionCancelRequestedEventAttributes
-    ]
-    decisionTaskScheduledEventAttributes: Optional[DecisionTaskScheduledEventAttributes]
-    decisionTaskStartedEventAttributes: Optional[DecisionTaskStartedEventAttributes]
-    decisionTaskCompletedEventAttributes: Optional[DecisionTaskCompletedEventAttributes]
-    decisionTaskTimedOutEventAttributes: Optional[DecisionTaskTimedOutEventAttributes]
-    activityTaskScheduledEventAttributes: Optional[ActivityTaskScheduledEventAttributes]
-    activityTaskStartedEventAttributes: Optional[ActivityTaskStartedEventAttributes]
-    activityTaskCompletedEventAttributes: Optional[ActivityTaskCompletedEventAttributes]
-    activityTaskFailedEventAttributes: Optional[ActivityTaskFailedEventAttributes]
-    activityTaskTimedOutEventAttributes: Optional[ActivityTaskTimedOutEventAttributes]
-    activityTaskCanceledEventAttributes: Optional[ActivityTaskCanceledEventAttributes]
-    activityTaskCancelRequestedEventAttributes: Optional[ActivityTaskCancelRequestedEventAttributes]
-    workflowExecutionSignaledEventAttributes: Optional[WorkflowExecutionSignaledEventAttributes]
-    markerRecordedEventAttributes: Optional[MarkerRecordedEventAttributes]
-    recordMarkerFailedEventAttributes: Optional[RecordMarkerFailedEventAttributes]
-    timerStartedEventAttributes: Optional[TimerStartedEventAttributes]
-    timerFiredEventAttributes: Optional[TimerFiredEventAttributes]
-    timerCanceledEventAttributes: Optional[TimerCanceledEventAttributes]
-    startChildWorkflowExecutionInitiatedEventAttributes: Optional[
-        StartChildWorkflowExecutionInitiatedEventAttributes
-    ]
-    childWorkflowExecutionStartedEventAttributes: Optional[
-        ChildWorkflowExecutionStartedEventAttributes
-    ]
-    childWorkflowExecutionCompletedEventAttributes: Optional[
-        ChildWorkflowExecutionCompletedEventAttributes
-    ]
-    childWorkflowExecutionFailedEventAttributes: Optional[
-        ChildWorkflowExecutionFailedEventAttributes
-    ]
-    childWorkflowExecutionTimedOutEventAttributes: Optional[
-        ChildWorkflowExecutionTimedOutEventAttributes
-    ]
-    childWorkflowExecutionCanceledEventAttributes: Optional[
-        ChildWorkflowExecutionCanceledEventAttributes
-    ]
-    childWorkflowExecutionTerminatedEventAttributes: Optional[
-        ChildWorkflowExecutionTerminatedEventAttributes
-    ]
-    signalExternalWorkflowExecutionInitiatedEventAttributes: Optional[
-        SignalExternalWorkflowExecutionInitiatedEventAttributes
-    ]
-    externalWorkflowExecutionSignaledEventAttributes: Optional[
-        ExternalWorkflowExecutionSignaledEventAttributes
-    ]
-    signalExternalWorkflowExecutionFailedEventAttributes: Optional[
-        SignalExternalWorkflowExecutionFailedEventAttributes
-    ]
-    externalWorkflowExecutionCancelRequestedEventAttributes: Optional[
-        ExternalWorkflowExecutionCancelRequestedEventAttributes
-    ]
-    requestCancelExternalWorkflowExecutionInitiatedEventAttributes: Optional[
-        RequestCancelExternalWorkflowExecutionInitiatedEventAttributes
-    ]
-    requestCancelExternalWorkflowExecutionFailedEventAttributes: Optional[
-        RequestCancelExternalWorkflowExecutionFailedEventAttributes
-    ]
-    scheduleActivityTaskFailedEventAttributes: Optional[ScheduleActivityTaskFailedEventAttributes]
-    requestCancelActivityTaskFailedEventAttributes: Optional[
-        RequestCancelActivityTaskFailedEventAttributes
-    ]
-    startTimerFailedEventAttributes: Optional[StartTimerFailedEventAttributes]
-    cancelTimerFailedEventAttributes: Optional[CancelTimerFailedEventAttributes]
-    startChildWorkflowExecutionFailedEventAttributes: Optional[
-        StartChildWorkflowExecutionFailedEventAttributes
-    ]
-    lambdaFunctionScheduledEventAttributes: Optional[LambdaFunctionScheduledEventAttributes]
-    lambdaFunctionStartedEventAttributes: Optional[LambdaFunctionStartedEventAttributes]
-    lambdaFunctionCompletedEventAttributes: Optional[LambdaFunctionCompletedEventAttributes]
-    lambdaFunctionFailedEventAttributes: Optional[LambdaFunctionFailedEventAttributes]
-    lambdaFunctionTimedOutEventAttributes: Optional[LambdaFunctionTimedOutEventAttributes]
-    scheduleLambdaFunctionFailedEventAttributes: Optional[
-        ScheduleLambdaFunctionFailedEventAttributes
-    ]
-    startLambdaFunctionFailedEventAttributes: Optional[StartLambdaFunctionFailedEventAttributes]
-
-
-HistoryEventList = List[HistoryEvent]
+    workflowExecutionStartedEventAttributes: WorkflowExecutionStartedEventAttributes | None
+    workflowExecutionCompletedEventAttributes: WorkflowExecutionCompletedEventAttributes | None
+    completeWorkflowExecutionFailedEventAttributes: (
+        CompleteWorkflowExecutionFailedEventAttributes | None
+    )
+    workflowExecutionFailedEventAttributes: WorkflowExecutionFailedEventAttributes | None
+    failWorkflowExecutionFailedEventAttributes: FailWorkflowExecutionFailedEventAttributes | None
+    workflowExecutionTimedOutEventAttributes: WorkflowExecutionTimedOutEventAttributes | None
+    workflowExecutionCanceledEventAttributes: WorkflowExecutionCanceledEventAttributes | None
+    cancelWorkflowExecutionFailedEventAttributes: (
+        CancelWorkflowExecutionFailedEventAttributes | None
+    )
+    workflowExecutionContinuedAsNewEventAttributes: (
+        WorkflowExecutionContinuedAsNewEventAttributes | None
+    )
+    continueAsNewWorkflowExecutionFailedEventAttributes: (
+        ContinueAsNewWorkflowExecutionFailedEventAttributes | None
+    )
+    workflowExecutionTerminatedEventAttributes: WorkflowExecutionTerminatedEventAttributes | None
+    workflowExecutionCancelRequestedEventAttributes: (
+        WorkflowExecutionCancelRequestedEventAttributes | None
+    )
+    decisionTaskScheduledEventAttributes: DecisionTaskScheduledEventAttributes | None
+    decisionTaskStartedEventAttributes: DecisionTaskStartedEventAttributes | None
+    decisionTaskCompletedEventAttributes: DecisionTaskCompletedEventAttributes | None
+    decisionTaskTimedOutEventAttributes: DecisionTaskTimedOutEventAttributes | None
+    activityTaskScheduledEventAttributes: ActivityTaskScheduledEventAttributes | None
+    activityTaskStartedEventAttributes: ActivityTaskStartedEventAttributes | None
+    activityTaskCompletedEventAttributes: ActivityTaskCompletedEventAttributes | None
+    activityTaskFailedEventAttributes: ActivityTaskFailedEventAttributes | None
+    activityTaskTimedOutEventAttributes: ActivityTaskTimedOutEventAttributes | None
+    activityTaskCanceledEventAttributes: ActivityTaskCanceledEventAttributes | None
+    activityTaskCancelRequestedEventAttributes: ActivityTaskCancelRequestedEventAttributes | None
+    workflowExecutionSignaledEventAttributes: WorkflowExecutionSignaledEventAttributes | None
+    markerRecordedEventAttributes: MarkerRecordedEventAttributes | None
+    recordMarkerFailedEventAttributes: RecordMarkerFailedEventAttributes | None
+    timerStartedEventAttributes: TimerStartedEventAttributes | None
+    timerFiredEventAttributes: TimerFiredEventAttributes | None
+    timerCanceledEventAttributes: TimerCanceledEventAttributes | None
+    startChildWorkflowExecutionInitiatedEventAttributes: (
+        StartChildWorkflowExecutionInitiatedEventAttributes | None
+    )
+    childWorkflowExecutionStartedEventAttributes: (
+        ChildWorkflowExecutionStartedEventAttributes | None
+    )
+    childWorkflowExecutionCompletedEventAttributes: (
+        ChildWorkflowExecutionCompletedEventAttributes | None
+    )
+    childWorkflowExecutionFailedEventAttributes: ChildWorkflowExecutionFailedEventAttributes | None
+    childWorkflowExecutionTimedOutEventAttributes: (
+        ChildWorkflowExecutionTimedOutEventAttributes | None
+    )
+    childWorkflowExecutionCanceledEventAttributes: (
+        ChildWorkflowExecutionCanceledEventAttributes | None
+    )
+    childWorkflowExecutionTerminatedEventAttributes: (
+        ChildWorkflowExecutionTerminatedEventAttributes | None
+    )
+    signalExternalWorkflowExecutionInitiatedEventAttributes: (
+        SignalExternalWorkflowExecutionInitiatedEventAttributes | None
+    )
+    externalWorkflowExecutionSignaledEventAttributes: (
+        ExternalWorkflowExecutionSignaledEventAttributes | None
+    )
+    signalExternalWorkflowExecutionFailedEventAttributes: (
+        SignalExternalWorkflowExecutionFailedEventAttributes | None
+    )
+    externalWorkflowExecutionCancelRequestedEventAttributes: (
+        ExternalWorkflowExecutionCancelRequestedEventAttributes | None
+    )
+    requestCancelExternalWorkflowExecutionInitiatedEventAttributes: (
+        RequestCancelExternalWorkflowExecutionInitiatedEventAttributes | None
+    )
+    requestCancelExternalWorkflowExecutionFailedEventAttributes: (
+        RequestCancelExternalWorkflowExecutionFailedEventAttributes | None
+    )
+    scheduleActivityTaskFailedEventAttributes: ScheduleActivityTaskFailedEventAttributes | None
+    requestCancelActivityTaskFailedEventAttributes: (
+        RequestCancelActivityTaskFailedEventAttributes | None
+    )
+    startTimerFailedEventAttributes: StartTimerFailedEventAttributes | None
+    cancelTimerFailedEventAttributes: CancelTimerFailedEventAttributes | None
+    startChildWorkflowExecutionFailedEventAttributes: (
+        StartChildWorkflowExecutionFailedEventAttributes | None
+    )
+    lambdaFunctionScheduledEventAttributes: LambdaFunctionScheduledEventAttributes | None
+    lambdaFunctionStartedEventAttributes: LambdaFunctionStartedEventAttributes | None
+    lambdaFunctionCompletedEventAttributes: LambdaFunctionCompletedEventAttributes | None
+    lambdaFunctionFailedEventAttributes: LambdaFunctionFailedEventAttributes | None
+    lambdaFunctionTimedOutEventAttributes: LambdaFunctionTimedOutEventAttributes | None
+    scheduleLambdaFunctionFailedEventAttributes: ScheduleLambdaFunctionFailedEventAttributes | None
+    startLambdaFunctionFailedEventAttributes: StartLambdaFunctionFailedEventAttributes | None
+
+
+HistoryEventList = list[HistoryEvent]
 
 
 class DecisionTask(TypedDict, total=False):
@@ -1088,8 +1080,8 @@ class DecisionTask(TypedDict, total=False):
     workflowExecution: WorkflowExecution
     workflowType: WorkflowType
     events: HistoryEventList
-    nextPageToken: Optional[PageToken]
-    previousStartedEventId: Optional[EventId]
+    nextPageToken: PageToken | None
+    previousStartedEventId: EventId | None
 
 
 class DeleteActivityTypeInput(ServiceRequest):
@@ -1142,8 +1134,8 @@ class DomainConfiguration(TypedDict, total=False):
 class DomainInfo(TypedDict, total=False):
     name: DomainName
     status: RegistrationStatus
-    description: Optional[Description]
-    arn: Optional[Arn]
+    description: Description | None
+    arn: Arn | None
 
 
 class DomainDetail(TypedDict, total=False):
@@ -1151,65 +1143,65 @@ class DomainDetail(TypedDict, total=False):
     configuration: DomainConfiguration
 
 
-DomainInfoList = List[DomainInfo]
+DomainInfoList = list[DomainInfo]
 
 
 class DomainInfos(TypedDict, total=False):
     domainInfos: DomainInfoList
-    nextPageToken: Optional[PageToken]
+    nextPageToken: PageToken | None
 
 
 class GetWorkflowExecutionHistoryInput(ServiceRequest):
     domain: DomainName
     execution: WorkflowExecution
-    nextPageToken: Optional[PageToken]
-    maximumPageSize: Optional[PageSize]
-    reverseOrder: Optional[ReverseOrder]
+    nextPageToken: PageToken | None
+    maximumPageSize: PageSize | None
+    reverseOrder: ReverseOrder | None
 
 
 class History(TypedDict, total=False):
     events: HistoryEventList
-    nextPageToken: Optional[PageToken]
+    nextPageToken: PageToken | None
 
 
 class ListActivityTypesInput(ServiceRequest):
     domain: DomainName
-    name: Optional[Name]
+    name: Name | None
     registrationStatus: RegistrationStatus
-    nextPageToken: Optional[PageToken]
-    maximumPageSize: Optional[PageSize]
-    reverseOrder: Optional[ReverseOrder]
+    nextPageToken: PageToken | None
+    maximumPageSize: PageSize | None
+    reverseOrder: ReverseOrder | None
 
 
 class ListClosedWorkflowExecutionsInput(ServiceRequest):
     domain: DomainName
-    startTimeFilter: Optional[ExecutionTimeFilter]
-    closeTimeFilter: Optional[ExecutionTimeFilter]
-    executionFilter: Optional[WorkflowExecutionFilter]
-    closeStatusFilter: Optional[CloseStatusFilter]
-    typeFilter: Optional[WorkflowTypeFilter]
-    tagFilter: Optional[TagFilter]
-    nextPageToken: Optional[PageToken]
-    maximumPageSize: Optional[PageSize]
-    reverseOrder: Optional[ReverseOrder]
+    startTimeFilter: ExecutionTimeFilter | None
+    closeTimeFilter: ExecutionTimeFilter | None
+    executionFilter: WorkflowExecutionFilter | None
+    closeStatusFilter: CloseStatusFilter | None
+    typeFilter: WorkflowTypeFilter | None
+    tagFilter: TagFilter | None
+    nextPageToken: PageToken | None
+    maximumPageSize: PageSize | None
+    reverseOrder: ReverseOrder | None
 
 
 class ListDomainsInput(ServiceRequest):
-    nextPageToken: Optional[PageToken]
+    nextPageToken: PageToken | None
     registrationStatus: RegistrationStatus
-    maximumPageSize: Optional[PageSize]
-    reverseOrder: Optional[ReverseOrder]
+    maximumPageSize: PageSize | None
+    reverseOrder: ReverseOrder | None
 
 
 class ListOpenWorkflowExecutionsInput(ServiceRequest):
     domain: DomainName
     startTimeFilter: ExecutionTimeFilter
-    typeFilter: Optional[WorkflowTypeFilter]
-    tagFilter: Optional[TagFilter]
-    nextPageToken: Optional[PageToken]
-    maximumPageSize: Optional[PageSize]
-    reverseOrder: Optional[ReverseOrder]
-    executionFilter: Optional[WorkflowExecutionFilter]
+    typeFilter: WorkflowTypeFilter | None
+    tagFilter: TagFilter | None
+    nextPageToken: PageToken | None
+    maximumPageSize: PageSize | None
+    reverseOrder: ReverseOrder | None
+    executionFilter: WorkflowExecutionFilter | None
 
 
 class ListTagsForResourceInput(ServiceRequest):
@@ -1218,141 +1210,141 @@ class ListTagsForResourceInput(ServiceRequest):
 
 class ResourceTag(TypedDict, total=False):
     key: ResourceTagKey
-    value: Optional[ResourceTagValue]
+    value: ResourceTagValue | None
 
 
-ResourceTagList = List[ResourceTag]
+ResourceTagList = list[ResourceTag]
 
 
 class ListTagsForResourceOutput(TypedDict, total=False):
-    tags: Optional[ResourceTagList]
+    tags: ResourceTagList | None
 
 
 class ListWorkflowTypesInput(ServiceRequest):
     domain: DomainName
-    name: Optional[Name]
+    name: Name | None
     registrationStatus: RegistrationStatus
-    nextPageToken: Optional[PageToken]
-    maximumPageSize: Optional[PageSize]
-    reverseOrder: Optional[ReverseOrder]
+    nextPageToken: PageToken | None
+    maximumPageSize: PageSize | None
+    reverseOrder: ReverseOrder | None
 
 
 class PendingTaskCount(TypedDict, total=False):
     count: Count
-    truncated: Optional[Truncated]
+    truncated: Truncated | None
 
 
 class PollForActivityTaskInput(ServiceRequest):
     domain: DomainName
     taskList: TaskList
-    identity: Optional[Identity]
+    identity: Identity | None
 
 
 class PollForDecisionTaskInput(ServiceRequest):
     domain: DomainName
     taskList: TaskList
-    identity: Optional[Identity]
-    nextPageToken: Optional[PageToken]
-    maximumPageSize: Optional[PageSize]
-    reverseOrder: Optional[ReverseOrder]
-    startAtPreviousStartedEvent: Optional[StartAtPreviousStartedEvent]
+    identity: Identity | None
+    nextPageToken: PageToken | None
+    maximumPageSize: PageSize | None
+    reverseOrder: ReverseOrder | None
+    startAtPreviousStartedEvent: StartAtPreviousStartedEvent | None
 
 
 class RecordActivityTaskHeartbeatInput(ServiceRequest):
     taskToken: TaskToken
-    details: Optional[LimitedData]
+    details: LimitedData | None
 
 
 class RegisterActivityTypeInput(ServiceRequest):
     domain: DomainName
     name: Name
     version: Version
-    description: Optional[Description]
-    defaultTaskStartToCloseTimeout: Optional[DurationInSecondsOptional]
-    defaultTaskHeartbeatTimeout: Optional[DurationInSecondsOptional]
-    defaultTaskList: Optional[TaskList]
-    defaultTaskPriority: Optional[TaskPriority]
-    defaultTaskScheduleToStartTimeout: Optional[DurationInSecondsOptional]
-    defaultTaskScheduleToCloseTimeout: Optional[DurationInSecondsOptional]
+    description: Description | None
+    defaultTaskStartToCloseTimeout: DurationInSecondsOptional | None
+    defaultTaskHeartbeatTimeout: DurationInSecondsOptional | None
+    defaultTaskList: TaskList | None
+    defaultTaskPriority: TaskPriority | None
+    defaultTaskScheduleToStartTimeout: DurationInSecondsOptional | None
+    defaultTaskScheduleToCloseTimeout: DurationInSecondsOptional | None
 
 
 class RegisterDomainInput(ServiceRequest):
     name: DomainName
-    description: Optional[Description]
+    description: Description | None
     workflowExecutionRetentionPeriodInDays: DurationInDays
-    tags: Optional[ResourceTagList]
+    tags: ResourceTagList | None
 
 
 class RegisterWorkflowTypeInput(ServiceRequest):
     domain: DomainName
     name: Name
     version: Version
-    description: Optional[Description]
-    defaultTaskStartToCloseTimeout: Optional[DurationInSecondsOptional]
-    defaultExecutionStartToCloseTimeout: Optional[DurationInSecondsOptional]
-    defaultTaskList: Optional[TaskList]
-    defaultTaskPriority: Optional[TaskPriority]
-    defaultChildPolicy: Optional[ChildPolicy]
-    defaultLambdaRole: Optional[Arn]
+    description: Description | None
+    defaultTaskStartToCloseTimeout: DurationInSecondsOptional | None
+    defaultExecutionStartToCloseTimeout: DurationInSecondsOptional | None
+    defaultTaskList: TaskList | None
+    defaultTaskPriority: TaskPriority | None
+    defaultChildPolicy: ChildPolicy | None
+    defaultLambdaRole: Arn | None
 
 
 class RequestCancelWorkflowExecutionInput(ServiceRequest):
     domain: DomainName
     workflowId: WorkflowId
-    runId: Optional[WorkflowRunIdOptional]
+    runId: WorkflowRunIdOptional | None
 
 
-ResourceTagKeyList = List[ResourceTagKey]
+ResourceTagKeyList = list[ResourceTagKey]
 
 
 class RespondActivityTaskCanceledInput(ServiceRequest):
     taskToken: TaskToken
-    details: Optional[Data]
+    details: Data | None
 
 
 class RespondActivityTaskCompletedInput(ServiceRequest):
     taskToken: TaskToken
-    result: Optional[Data]
+    result: Data | None
 
 
 class RespondActivityTaskFailedInput(ServiceRequest):
     taskToken: TaskToken
-    reason: Optional[FailureReason]
-    details: Optional[Data]
+    reason: FailureReason | None
+    details: Data | None
 
 
 class RespondDecisionTaskCompletedInput(ServiceRequest):
     taskToken: TaskToken
-    decisions: Optional[DecisionList]
-    executionContext: Optional[Data]
-    taskList: Optional[TaskList]
-    taskListScheduleToStartTimeout: Optional[DurationInSecondsOptional]
+    decisions: DecisionList | None
+    executionContext: Data | None
+    taskList: TaskList | None
+    taskListScheduleToStartTimeout: DurationInSecondsOptional | None
 
 
 class Run(TypedDict, total=False):
-    runId: Optional[WorkflowRunId]
+    runId: WorkflowRunId | None
 
 
 class SignalWorkflowExecutionInput(ServiceRequest):
     domain: DomainName
     workflowId: WorkflowId
-    runId: Optional[WorkflowRunIdOptional]
+    runId: WorkflowRunIdOptional | None
     signalName: SignalName
-    input: Optional[Data]
+    input: Data | None
 
 
 class StartWorkflowExecutionInput(ServiceRequest):
     domain: DomainName
     workflowId: WorkflowId
     workflowType: WorkflowType
-    taskList: Optional[TaskList]
-    taskPriority: Optional[TaskPriority]
-    input: Optional[Data]
-    executionStartToCloseTimeout: Optional[DurationInSecondsOptional]
-    tagList: Optional[TagList]
-    taskStartToCloseTimeout: Optional[DurationInSecondsOptional]
-    childPolicy: Optional[ChildPolicy]
-    lambdaRole: Optional[Arn]
+    taskList: TaskList | None
+    taskPriority: TaskPriority | None
+    input: Data | None
+    executionStartToCloseTimeout: DurationInSecondsOptional | None
+    tagList: TagList | None
+    taskStartToCloseTimeout: DurationInSecondsOptional | None
+    childPolicy: ChildPolicy | None
+    lambdaRole: Arn | None
 
 
 class TagResourceInput(ServiceRequest):
@@ -1363,10 +1355,10 @@ class TagResourceInput(ServiceRequest):
 class TerminateWorkflowExecutionInput(ServiceRequest):
     domain: DomainName
     workflowId: WorkflowId
-    runId: Optional[WorkflowRunIdOptional]
-    reason: Optional[TerminateReason]
-    details: Optional[Data]
-    childPolicy: Optional[ChildPolicy]
+    runId: WorkflowRunIdOptional | None
+    reason: TerminateReason | None
+    details: Data | None
+    childPolicy: ChildPolicy | None
 
 
 class UndeprecateActivityTypeInput(ServiceRequest):
@@ -1392,14 +1384,14 @@ class WorkflowExecutionConfiguration(TypedDict, total=False):
     taskStartToCloseTimeout: DurationInSeconds
     executionStartToCloseTimeout: DurationInSeconds
     taskList: TaskList
-    taskPriority: Optional[TaskPriority]
+    taskPriority: TaskPriority | None
     childPolicy: ChildPolicy
-    lambdaRole: Optional[Arn]
+    lambdaRole: Arn | None
 
 
 class WorkflowExecutionCount(TypedDict, total=False):
     count: Count
-    truncated: Optional[Truncated]
+    truncated: Truncated | None
 
 
 class WorkflowExecutionOpenCounts(TypedDict, total=False):
@@ -1407,52 +1399,52 @@ class WorkflowExecutionOpenCounts(TypedDict, total=False):
     openDecisionTasks: OpenDecisionTasksCount
     openTimers: Count
     openChildWorkflowExecutions: Count
-    openLambdaFunctions: Optional[Count]
+    openLambdaFunctions: Count | None
 
 
 class WorkflowExecutionInfo(TypedDict, total=False):
     execution: WorkflowExecution
     workflowType: WorkflowType
     startTimestamp: Timestamp
-    closeTimestamp: Optional[Timestamp]
+    closeTimestamp: Timestamp | None
     executionStatus: ExecutionStatus
-    closeStatus: Optional[CloseStatus]
-    parent: Optional[WorkflowExecution]
-    tagList: Optional[TagList]
-    cancelRequested: Optional[Canceled]
+    closeStatus: CloseStatus | None
+    parent: WorkflowExecution | None
+    tagList: TagList | None
+    cancelRequested: Canceled | None
 
 
 class WorkflowExecutionDetail(TypedDict, total=False):
     executionInfo: WorkflowExecutionInfo
     executionConfiguration: WorkflowExecutionConfiguration
     openCounts: WorkflowExecutionOpenCounts
-    latestActivityTaskTimestamp: Optional[Timestamp]
-    latestExecutionContext: Optional[Data]
+    latestActivityTaskTimestamp: Timestamp | None
+    latestExecutionContext: Data | None
 
 
-WorkflowExecutionInfoList = List[WorkflowExecutionInfo]
+WorkflowExecutionInfoList = list[WorkflowExecutionInfo]
 
 
 class WorkflowExecutionInfos(TypedDict, total=False):
     executionInfos: WorkflowExecutionInfoList
-    nextPageToken: Optional[PageToken]
+    nextPageToken: PageToken | None
 
 
 class WorkflowTypeConfiguration(TypedDict, total=False):
-    defaultTaskStartToCloseTimeout: Optional[DurationInSecondsOptional]
-    defaultExecutionStartToCloseTimeout: Optional[DurationInSecondsOptional]
-    defaultTaskList: Optional[TaskList]
-    defaultTaskPriority: Optional[TaskPriority]
-    defaultChildPolicy: Optional[ChildPolicy]
-    defaultLambdaRole: Optional[Arn]
+    defaultTaskStartToCloseTimeout: DurationInSecondsOptional | None
+    defaultExecutionStartToCloseTimeout: DurationInSecondsOptional | None
+    defaultTaskList: TaskList | None
+    defaultTaskPriority: TaskPriority | None
+    defaultChildPolicy: ChildPolicy | None
+    defaultLambdaRole: Arn | None
 
 
 class WorkflowTypeInfo(TypedDict, total=False):
     workflowType: WorkflowType
     status: RegistrationStatus
-    description: Optional[Description]
+    description: Description | None
     creationDate: Timestamp
-    deprecationDate: Optional[Timestamp]
+    deprecationDate: Timestamp | None
 
 
 class WorkflowTypeDetail(TypedDict, total=False):
@@ -1460,17 +1452,17 @@ class WorkflowTypeDetail(TypedDict, total=False):
     configuration: WorkflowTypeConfiguration
 
 
-WorkflowTypeInfoList = List[WorkflowTypeInfo]
+WorkflowTypeInfoList = list[WorkflowTypeInfo]
 
 
 class WorkflowTypeInfos(TypedDict, total=False):
     typeInfos: WorkflowTypeInfoList
-    nextPageToken: Optional[PageToken]
+    nextPageToken: PageToken | None
 
 
 class SwfApi:
-    service = "swf"
-    version = "2012-01-25"
+    service: str = "swf"
+    version: str = "2012-01-25"
 
     @handler("CountClosedWorkflowExecutions")
     def count_closed_workflow_executions(
diff --git a/localstack-core/localstack/aws/api/transcribe/__init__.py b/localstack-core/localstack/aws/api/transcribe/__init__.py
index 7592ae32518d1..00923bfceb551 100644
--- a/localstack-core/localstack/aws/api/transcribe/__init__.py
+++ b/localstack-core/localstack/aws/api/transcribe/__init__.py
@@ -1,6 +1,6 @@
 from datetime import datetime
 from enum import StrEnum
-from typing import Dict, List, Optional, TypedDict
+from typing import TypedDict
 
 from localstack.aws.api import RequestContext, ServiceException, ServiceRequest, handler
 
@@ -351,10 +351,10 @@ class NotFoundException(ServiceException):
 
 
 class AbsoluteTimeRange(TypedDict, total=False):
-    StartTime: Optional[TimestampMilliseconds]
-    EndTime: Optional[TimestampMilliseconds]
-    First: Optional[TimestampMilliseconds]
-    Last: Optional[TimestampMilliseconds]
+    StartTime: TimestampMilliseconds | None
+    EndTime: TimestampMilliseconds | None
+    First: TimestampMilliseconds | None
+    Last: TimestampMilliseconds | None
 
 
 class Tag(TypedDict, total=False):
@@ -362,15 +362,15 @@ class Tag(TypedDict, total=False):
     Value: TagValue
 
 
-TagList = List[Tag]
+TagList = list[Tag]
 
 
 class ChannelDefinition(TypedDict, total=False):
-    ChannelId: Optional[ChannelId]
-    ParticipantRole: Optional[ParticipantRole]
+    ChannelId: ChannelId | None
+    ParticipantRole: ParticipantRole | None
 
 
-ChannelDefinitions = List[ChannelDefinition]
+ChannelDefinitions = list[ChannelDefinition]
 
 
 class Summarization(TypedDict, total=False):
@@ -378,178 +378,178 @@ class Summarization(TypedDict, total=False):
 
 
 class LanguageIdSettings(TypedDict, total=False):
-    VocabularyName: Optional[VocabularyName]
-    VocabularyFilterName: Optional[VocabularyFilterName]
-    LanguageModelName: Optional[ModelName]
+    VocabularyName: VocabularyName | None
+    VocabularyFilterName: VocabularyFilterName | None
+    LanguageModelName: ModelName | None
 
 
-LanguageIdSettingsMap = Dict[LanguageCode, LanguageIdSettings]
-LanguageOptions = List[LanguageCode]
-PiiEntityTypes = List[PiiEntityType]
+LanguageIdSettingsMap = dict[LanguageCode, LanguageIdSettings]
+LanguageOptions = list[LanguageCode]
+PiiEntityTypes = list[PiiEntityType]
 
 
 class ContentRedaction(TypedDict, total=False):
     RedactionType: RedactionType
     RedactionOutput: RedactionOutput
-    PiiEntityTypes: Optional[PiiEntityTypes]
+    PiiEntityTypes: PiiEntityTypes | None
 
 
 class CallAnalyticsJobSettings(TypedDict, total=False):
-    VocabularyName: Optional[VocabularyName]
-    VocabularyFilterName: Optional[VocabularyFilterName]
-    VocabularyFilterMethod: Optional[VocabularyFilterMethod]
-    LanguageModelName: Optional[ModelName]
-    ContentRedaction: Optional[ContentRedaction]
-    LanguageOptions: Optional[LanguageOptions]
-    LanguageIdSettings: Optional[LanguageIdSettingsMap]
-    Summarization: Optional[Summarization]
+    VocabularyName: VocabularyName | None
+    VocabularyFilterName: VocabularyFilterName | None
+    VocabularyFilterMethod: VocabularyFilterMethod | None
+    LanguageModelName: ModelName | None
+    ContentRedaction: ContentRedaction | None
+    LanguageOptions: LanguageOptions | None
+    LanguageIdSettings: LanguageIdSettingsMap | None
+    Summarization: Summarization | None
 
 
 DateTime = datetime
 
 
 class Transcript(TypedDict, total=False):
-    TranscriptFileUri: Optional[Uri]
-    RedactedTranscriptFileUri: Optional[Uri]
+    TranscriptFileUri: Uri | None
+    RedactedTranscriptFileUri: Uri | None
 
 
 class Media(TypedDict, total=False):
-    MediaFileUri: Optional[Uri]
-    RedactedMediaFileUri: Optional[Uri]
+    MediaFileUri: Uri | None
+    RedactedMediaFileUri: Uri | None
 
 
 class CallAnalyticsSkippedFeature(TypedDict, total=False):
-    Feature: Optional[CallAnalyticsFeature]
-    ReasonCode: Optional[CallAnalyticsSkippedReasonCode]
-    Message: Optional[String]
+    Feature: CallAnalyticsFeature | None
+    ReasonCode: CallAnalyticsSkippedReasonCode | None
+    Message: String | None
 
 
-CallAnalyticsSkippedFeatureList = List[CallAnalyticsSkippedFeature]
+CallAnalyticsSkippedFeatureList = list[CallAnalyticsSkippedFeature]
 
 
 class CallAnalyticsJobDetails(TypedDict, total=False):
-    Skipped: Optional[CallAnalyticsSkippedFeatureList]
+    Skipped: CallAnalyticsSkippedFeatureList | None
 
 
 class CallAnalyticsJob(TypedDict, total=False):
-    CallAnalyticsJobName: Optional[CallAnalyticsJobName]
-    CallAnalyticsJobStatus: Optional[CallAnalyticsJobStatus]
-    CallAnalyticsJobDetails: Optional[CallAnalyticsJobDetails]
-    LanguageCode: Optional[LanguageCode]
-    MediaSampleRateHertz: Optional[MediaSampleRateHertz]
-    MediaFormat: Optional[MediaFormat]
-    Media: Optional[Media]
-    Transcript: Optional[Transcript]
-    StartTime: Optional[DateTime]
-    CreationTime: Optional[DateTime]
-    CompletionTime: Optional[DateTime]
-    FailureReason: Optional[FailureReason]
-    DataAccessRoleArn: Optional[DataAccessRoleArn]
-    IdentifiedLanguageScore: Optional[IdentifiedLanguageScore]
-    Settings: Optional[CallAnalyticsJobSettings]
-    ChannelDefinitions: Optional[ChannelDefinitions]
-    Tags: Optional[TagList]
+    CallAnalyticsJobName: CallAnalyticsJobName | None
+    CallAnalyticsJobStatus: CallAnalyticsJobStatus | None
+    CallAnalyticsJobDetails: CallAnalyticsJobDetails | None
+    LanguageCode: LanguageCode | None
+    MediaSampleRateHertz: MediaSampleRateHertz | None
+    MediaFormat: MediaFormat | None
+    Media: Media | None
+    Transcript: Transcript | None
+    StartTime: DateTime | None
+    CreationTime: DateTime | None
+    CompletionTime: DateTime | None
+    FailureReason: FailureReason | None
+    DataAccessRoleArn: DataAccessRoleArn | None
+    IdentifiedLanguageScore: IdentifiedLanguageScore | None
+    Settings: CallAnalyticsJobSettings | None
+    ChannelDefinitions: ChannelDefinitions | None
+    Tags: TagList | None
 
 
 class CallAnalyticsJobSummary(TypedDict, total=False):
-    CallAnalyticsJobName: Optional[CallAnalyticsJobName]
-    CreationTime: Optional[DateTime]
-    StartTime: Optional[DateTime]
-    CompletionTime: Optional[DateTime]
-    LanguageCode: Optional[LanguageCode]
-    CallAnalyticsJobStatus: Optional[CallAnalyticsJobStatus]
-    CallAnalyticsJobDetails: Optional[CallAnalyticsJobDetails]
-    FailureReason: Optional[FailureReason]
+    CallAnalyticsJobName: CallAnalyticsJobName | None
+    CreationTime: DateTime | None
+    StartTime: DateTime | None
+    CompletionTime: DateTime | None
+    LanguageCode: LanguageCode | None
+    CallAnalyticsJobStatus: CallAnalyticsJobStatus | None
+    CallAnalyticsJobDetails: CallAnalyticsJobDetails | None
+    FailureReason: FailureReason | None
 
 
-CallAnalyticsJobSummaries = List[CallAnalyticsJobSummary]
+CallAnalyticsJobSummaries = list[CallAnalyticsJobSummary]
 
 
 class RelativeTimeRange(TypedDict, total=False):
-    StartPercentage: Optional[Percentage]
-    EndPercentage: Optional[Percentage]
-    First: Optional[Percentage]
-    Last: Optional[Percentage]
+    StartPercentage: Percentage | None
+    EndPercentage: Percentage | None
+    First: Percentage | None
+    Last: Percentage | None
 
 
-SentimentValueList = List[SentimentValue]
+SentimentValueList = list[SentimentValue]
 
 
 class SentimentFilter(TypedDict, total=False):
     Sentiments: SentimentValueList
-    AbsoluteTimeRange: Optional[AbsoluteTimeRange]
-    RelativeTimeRange: Optional[RelativeTimeRange]
-    ParticipantRole: Optional[ParticipantRole]
-    Negate: Optional[Boolean]
+    AbsoluteTimeRange: AbsoluteTimeRange | None
+    RelativeTimeRange: RelativeTimeRange | None
+    ParticipantRole: ParticipantRole | None
+    Negate: Boolean | None
 
 
-StringTargetList = List[NonEmptyString]
+StringTargetList = list[NonEmptyString]
 
 
 class TranscriptFilter(TypedDict, total=False):
     TranscriptFilterType: TranscriptFilterType
-    AbsoluteTimeRange: Optional[AbsoluteTimeRange]
-    RelativeTimeRange: Optional[RelativeTimeRange]
-    ParticipantRole: Optional[ParticipantRole]
-    Negate: Optional[Boolean]
+    AbsoluteTimeRange: AbsoluteTimeRange | None
+    RelativeTimeRange: RelativeTimeRange | None
+    ParticipantRole: ParticipantRole | None
+    Negate: Boolean | None
     Targets: StringTargetList
 
 
 class InterruptionFilter(TypedDict, total=False):
-    Threshold: Optional[TimestampMilliseconds]
-    ParticipantRole: Optional[ParticipantRole]
-    AbsoluteTimeRange: Optional[AbsoluteTimeRange]
-    RelativeTimeRange: Optional[RelativeTimeRange]
-    Negate: Optional[Boolean]
+    Threshold: TimestampMilliseconds | None
+    ParticipantRole: ParticipantRole | None
+    AbsoluteTimeRange: AbsoluteTimeRange | None
+    RelativeTimeRange: RelativeTimeRange | None
+    Negate: Boolean | None
 
 
 class NonTalkTimeFilter(TypedDict, total=False):
-    Threshold: Optional[TimestampMilliseconds]
-    AbsoluteTimeRange: Optional[AbsoluteTimeRange]
-    RelativeTimeRange: Optional[RelativeTimeRange]
-    Negate: Optional[Boolean]
+    Threshold: TimestampMilliseconds | None
+    AbsoluteTimeRange: AbsoluteTimeRange | None
+    RelativeTimeRange: RelativeTimeRange | None
+    Negate: Boolean | None
 
 
 class Rule(TypedDict, total=False):
-    NonTalkTimeFilter: Optional[NonTalkTimeFilter]
-    InterruptionFilter: Optional[InterruptionFilter]
-    TranscriptFilter: Optional[TranscriptFilter]
-    SentimentFilter: Optional[SentimentFilter]
+    NonTalkTimeFilter: NonTalkTimeFilter | None
+    InterruptionFilter: InterruptionFilter | None
+    TranscriptFilter: TranscriptFilter | None
+    SentimentFilter: SentimentFilter | None
 
 
-RuleList = List[Rule]
+RuleList = list[Rule]
 
 
 class CategoryProperties(TypedDict, total=False):
-    CategoryName: Optional[CategoryName]
-    Rules: Optional[RuleList]
-    CreateTime: Optional[DateTime]
-    LastUpdateTime: Optional[DateTime]
-    Tags: Optional[TagList]
-    InputType: Optional[InputType]
+    CategoryName: CategoryName | None
+    Rules: RuleList | None
+    CreateTime: DateTime | None
+    LastUpdateTime: DateTime | None
+    Tags: TagList | None
+    InputType: InputType | None
 
 
-CategoryPropertiesList = List[CategoryProperties]
+CategoryPropertiesList = list[CategoryProperties]
 
 
 class ClinicalNoteGenerationSettings(TypedDict, total=False):
-    NoteTemplate: Optional[MedicalScribeNoteTemplate]
+    NoteTemplate: MedicalScribeNoteTemplate | None
 
 
 class CreateCallAnalyticsCategoryRequest(ServiceRequest):
     CategoryName: CategoryName
     Rules: RuleList
-    Tags: Optional[TagList]
-    InputType: Optional[InputType]
+    Tags: TagList | None
+    InputType: InputType | None
 
 
 class CreateCallAnalyticsCategoryResponse(TypedDict, total=False):
-    CategoryProperties: Optional[CategoryProperties]
+    CategoryProperties: CategoryProperties | None
 
 
 class InputDataConfig(TypedDict, total=False):
     S3Uri: Uri
-    TuningDataS3Uri: Optional[Uri]
+    TuningDataS3Uri: Uri | None
     DataAccessRoleArn: DataAccessRoleArn
 
 
@@ -558,68 +558,68 @@ class CreateLanguageModelRequest(ServiceRequest):
     BaseModelName: BaseModelName
     ModelName: ModelName
     InputDataConfig: InputDataConfig
-    Tags: Optional[TagList]
+    Tags: TagList | None
 
 
 class CreateLanguageModelResponse(TypedDict, total=False):
-    LanguageCode: Optional[CLMLanguageCode]
-    BaseModelName: Optional[BaseModelName]
-    ModelName: Optional[ModelName]
-    InputDataConfig: Optional[InputDataConfig]
-    ModelStatus: Optional[ModelStatus]
+    LanguageCode: CLMLanguageCode | None
+    BaseModelName: BaseModelName | None
+    ModelName: ModelName | None
+    InputDataConfig: InputDataConfig | None
+    ModelStatus: ModelStatus | None
 
 
 class CreateMedicalVocabularyRequest(ServiceRequest):
     VocabularyName: VocabularyName
     LanguageCode: LanguageCode
     VocabularyFileUri: Uri
-    Tags: Optional[TagList]
+    Tags: TagList | None
 
 
 class CreateMedicalVocabularyResponse(TypedDict, total=False):
-    VocabularyName: Optional[VocabularyName]
-    LanguageCode: Optional[LanguageCode]
-    VocabularyState: Optional[VocabularyState]
-    LastModifiedTime: Optional[DateTime]
-    FailureReason: Optional[FailureReason]
+    VocabularyName: VocabularyName | None
+    LanguageCode: LanguageCode | None
+    VocabularyState: VocabularyState | None
+    LastModifiedTime: DateTime | None
+    FailureReason: FailureReason | None
 
 
-Words = List[Word]
+Words = list[Word]
 
 
 class CreateVocabularyFilterRequest(ServiceRequest):
     VocabularyFilterName: VocabularyFilterName
     LanguageCode: LanguageCode
-    Words: Optional[Words]
-    VocabularyFilterFileUri: Optional[Uri]
-    Tags: Optional[TagList]
-    DataAccessRoleArn: Optional[DataAccessRoleArn]
+    Words: Words | None
+    VocabularyFilterFileUri: Uri | None
+    Tags: TagList | None
+    DataAccessRoleArn: DataAccessRoleArn | None
 
 
 class CreateVocabularyFilterResponse(TypedDict, total=False):
-    VocabularyFilterName: Optional[VocabularyFilterName]
-    LanguageCode: Optional[LanguageCode]
-    LastModifiedTime: Optional[DateTime]
+    VocabularyFilterName: VocabularyFilterName | None
+    LanguageCode: LanguageCode | None
+    LastModifiedTime: DateTime | None
 
 
-Phrases = List[Phrase]
+Phrases = list[Phrase]
 
 
 class CreateVocabularyRequest(ServiceRequest):
     VocabularyName: VocabularyName
     LanguageCode: LanguageCode
-    Phrases: Optional[Phrases]
-    VocabularyFileUri: Optional[Uri]
-    Tags: Optional[TagList]
-    DataAccessRoleArn: Optional[DataAccessRoleArn]
+    Phrases: Phrases | None
+    VocabularyFileUri: Uri | None
+    Tags: TagList | None
+    DataAccessRoleArn: DataAccessRoleArn | None
 
 
 class CreateVocabularyResponse(TypedDict, total=False):
-    VocabularyName: Optional[VocabularyName]
-    LanguageCode: Optional[LanguageCode]
-    VocabularyState: Optional[VocabularyState]
-    LastModifiedTime: Optional[DateTime]
-    FailureReason: Optional[FailureReason]
+    VocabularyName: VocabularyName | None
+    LanguageCode: LanguageCode | None
+    VocabularyState: VocabularyState | None
+    LastModifiedTime: DateTime | None
+    FailureReason: FailureReason | None
 
 
 class DeleteCallAnalyticsCategoryRequest(ServiceRequest):
@@ -671,19 +671,19 @@ class DescribeLanguageModelRequest(ServiceRequest):
 
 
 class LanguageModel(TypedDict, total=False):
-    ModelName: Optional[ModelName]
-    CreateTime: Optional[DateTime]
-    LastModifiedTime: Optional[DateTime]
-    LanguageCode: Optional[CLMLanguageCode]
-    BaseModelName: Optional[BaseModelName]
-    ModelStatus: Optional[ModelStatus]
-    UpgradeAvailability: Optional[Boolean]
-    FailureReason: Optional[FailureReason]
-    InputDataConfig: Optional[InputDataConfig]
+    ModelName: ModelName | None
+    CreateTime: DateTime | None
+    LastModifiedTime: DateTime | None
+    LanguageCode: CLMLanguageCode | None
+    BaseModelName: BaseModelName | None
+    ModelStatus: ModelStatus | None
+    UpgradeAvailability: Boolean | None
+    FailureReason: FailureReason | None
+    InputDataConfig: InputDataConfig | None
 
 
 class DescribeLanguageModelResponse(TypedDict, total=False):
-    LanguageModel: Optional[LanguageModel]
+    LanguageModel: LanguageModel | None
 
 
 class GetCallAnalyticsCategoryRequest(ServiceRequest):
@@ -691,7 +691,7 @@ class GetCallAnalyticsCategoryRequest(ServiceRequest):
 
 
 class GetCallAnalyticsCategoryResponse(TypedDict, total=False):
-    CategoryProperties: Optional[CategoryProperties]
+    CategoryProperties: CategoryProperties | None
 
 
 class GetCallAnalyticsJobRequest(ServiceRequest):
@@ -699,7 +699,7 @@ class GetCallAnalyticsJobRequest(ServiceRequest):
 
 
 class GetCallAnalyticsJobResponse(TypedDict, total=False):
-    CallAnalyticsJob: Optional[CallAnalyticsJob]
+    CallAnalyticsJob: CallAnalyticsJob | None
 
 
 class GetMedicalScribeJobRequest(ServiceRequest):
@@ -711,17 +711,17 @@ class MedicalScribeChannelDefinition(TypedDict, total=False):
     ParticipantRole: MedicalScribeParticipantRole
 
 
-MedicalScribeChannelDefinitions = List[MedicalScribeChannelDefinition]
+MedicalScribeChannelDefinitions = list[MedicalScribeChannelDefinition]
 
 
 class MedicalScribeSettings(TypedDict, total=False):
-    ShowSpeakerLabels: Optional[Boolean]
-    MaxSpeakerLabels: Optional[MaxSpeakers]
-    ChannelIdentification: Optional[Boolean]
-    VocabularyName: Optional[VocabularyName]
-    VocabularyFilterName: Optional[VocabularyFilterName]
-    VocabularyFilterMethod: Optional[VocabularyFilterMethod]
-    ClinicalNoteGenerationSettings: Optional[ClinicalNoteGenerationSettings]
+    ShowSpeakerLabels: Boolean | None
+    MaxSpeakerLabels: MaxSpeakers | None
+    ChannelIdentification: Boolean | None
+    VocabularyName: VocabularyName | None
+    VocabularyFilterName: VocabularyFilterName | None
+    VocabularyFilterMethod: VocabularyFilterMethod | None
+    ClinicalNoteGenerationSettings: ClinicalNoteGenerationSettings | None
 
 
 class MedicalScribeOutput(TypedDict, total=False):
@@ -730,24 +730,24 @@ class MedicalScribeOutput(TypedDict, total=False):
 
 
 class MedicalScribeJob(TypedDict, total=False):
-    MedicalScribeJobName: Optional[TranscriptionJobName]
-    MedicalScribeJobStatus: Optional[MedicalScribeJobStatus]
-    LanguageCode: Optional[MedicalScribeLanguageCode]
-    Media: Optional[Media]
-    MedicalScribeOutput: Optional[MedicalScribeOutput]
-    StartTime: Optional[DateTime]
-    CreationTime: Optional[DateTime]
-    CompletionTime: Optional[DateTime]
-    FailureReason: Optional[FailureReason]
-    Settings: Optional[MedicalScribeSettings]
-    DataAccessRoleArn: Optional[DataAccessRoleArn]
-    ChannelDefinitions: Optional[MedicalScribeChannelDefinitions]
-    MedicalScribeContextProvided: Optional[Boolean]
-    Tags: Optional[TagList]
+    MedicalScribeJobName: TranscriptionJobName | None
+    MedicalScribeJobStatus: MedicalScribeJobStatus | None
+    LanguageCode: MedicalScribeLanguageCode | None
+    Media: Media | None
+    MedicalScribeOutput: MedicalScribeOutput | None
+    StartTime: DateTime | None
+    CreationTime: DateTime | None
+    CompletionTime: DateTime | None
+    FailureReason: FailureReason | None
+    Settings: MedicalScribeSettings | None
+    DataAccessRoleArn: DataAccessRoleArn | None
+    ChannelDefinitions: MedicalScribeChannelDefinitions | None
+    MedicalScribeContextProvided: Boolean | None
+    Tags: TagList | None
 
 
 class GetMedicalScribeJobResponse(TypedDict, total=False):
-    MedicalScribeJob: Optional[MedicalScribeJob]
+    MedicalScribeJob: MedicalScribeJob | None
 
 
 class GetMedicalTranscriptionJobRequest(ServiceRequest):
@@ -755,39 +755,39 @@ class GetMedicalTranscriptionJobRequest(ServiceRequest):
 
 
 class MedicalTranscriptionSetting(TypedDict, total=False):
-    ShowSpeakerLabels: Optional[Boolean]
-    MaxSpeakerLabels: Optional[MaxSpeakers]
-    ChannelIdentification: Optional[Boolean]
-    ShowAlternatives: Optional[Boolean]
-    MaxAlternatives: Optional[MaxAlternatives]
-    VocabularyName: Optional[VocabularyName]
+    ShowSpeakerLabels: Boolean | None
+    MaxSpeakerLabels: MaxSpeakers | None
+    ChannelIdentification: Boolean | None
+    ShowAlternatives: Boolean | None
+    MaxAlternatives: MaxAlternatives | None
+    VocabularyName: VocabularyName | None
 
 
 class MedicalTranscript(TypedDict, total=False):
-    TranscriptFileUri: Optional[Uri]
+    TranscriptFileUri: Uri | None
 
 
 class MedicalTranscriptionJob(TypedDict, total=False):
-    MedicalTranscriptionJobName: Optional[TranscriptionJobName]
-    TranscriptionJobStatus: Optional[TranscriptionJobStatus]
-    LanguageCode: Optional[LanguageCode]
-    MediaSampleRateHertz: Optional[MedicalMediaSampleRateHertz]
-    MediaFormat: Optional[MediaFormat]
-    Media: Optional[Media]
-    Transcript: Optional[MedicalTranscript]
-    StartTime: Optional[DateTime]
-    CreationTime: Optional[DateTime]
-    CompletionTime: Optional[DateTime]
-    FailureReason: Optional[FailureReason]
-    Settings: Optional[MedicalTranscriptionSetting]
-    ContentIdentificationType: Optional[MedicalContentIdentificationType]
-    Specialty: Optional[Specialty]
-    Type: Optional[Type]
-    Tags: Optional[TagList]
+    MedicalTranscriptionJobName: TranscriptionJobName | None
+    TranscriptionJobStatus: TranscriptionJobStatus | None
+    LanguageCode: LanguageCode | None
+    MediaSampleRateHertz: MedicalMediaSampleRateHertz | None
+    MediaFormat: MediaFormat | None
+    Media: Media | None
+    Transcript: MedicalTranscript | None
+    StartTime: DateTime | None
+    CreationTime: DateTime | None
+    CompletionTime: DateTime | None
+    FailureReason: FailureReason | None
+    Settings: MedicalTranscriptionSetting | None
+    ContentIdentificationType: MedicalContentIdentificationType | None
+    Specialty: Specialty | None
+    Type: Type | None
+    Tags: TagList | None
 
 
 class GetMedicalTranscriptionJobResponse(TypedDict, total=False):
-    MedicalTranscriptionJob: Optional[MedicalTranscriptionJob]
+    MedicalTranscriptionJob: MedicalTranscriptionJob | None
 
 
 class GetMedicalVocabularyRequest(ServiceRequest):
@@ -795,93 +795,93 @@ class GetMedicalVocabularyRequest(ServiceRequest):
 
 
 class GetMedicalVocabularyResponse(TypedDict, total=False):
-    VocabularyName: Optional[VocabularyName]
-    LanguageCode: Optional[LanguageCode]
-    VocabularyState: Optional[VocabularyState]
-    LastModifiedTime: Optional[DateTime]
-    FailureReason: Optional[FailureReason]
-    DownloadUri: Optional[Uri]
+    VocabularyName: VocabularyName | None
+    LanguageCode: LanguageCode | None
+    VocabularyState: VocabularyState | None
+    LastModifiedTime: DateTime | None
+    FailureReason: FailureReason | None
+    DownloadUri: Uri | None
 
 
 class GetTranscriptionJobRequest(ServiceRequest):
     TranscriptionJobName: TranscriptionJobName
 
 
-ToxicityCategories = List[ToxicityCategory]
+ToxicityCategories = list[ToxicityCategory]
 
 
 class ToxicityDetectionSettings(TypedDict, total=False):
     ToxicityCategories: ToxicityCategories
 
 
-ToxicityDetection = List[ToxicityDetectionSettings]
-SubtitleFileUris = List[Uri]
-SubtitleFormats = List[SubtitleFormat]
+ToxicityDetection = list[ToxicityDetectionSettings]
+SubtitleFileUris = list[Uri]
+SubtitleFormats = list[SubtitleFormat]
 
 
 class SubtitlesOutput(TypedDict, total=False):
-    Formats: Optional[SubtitleFormats]
-    SubtitleFileUris: Optional[SubtitleFileUris]
-    OutputStartIndex: Optional[SubtitleOutputStartIndex]
+    Formats: SubtitleFormats | None
+    SubtitleFileUris: SubtitleFileUris | None
+    OutputStartIndex: SubtitleOutputStartIndex | None
 
 
 class LanguageCodeItem(TypedDict, total=False):
-    LanguageCode: Optional[LanguageCode]
-    DurationInSeconds: Optional[DurationInSeconds]
+    LanguageCode: LanguageCode | None
+    DurationInSeconds: DurationInSeconds | None
 
 
-LanguageCodeList = List[LanguageCodeItem]
+LanguageCodeList = list[LanguageCodeItem]
 
 
 class JobExecutionSettings(TypedDict, total=False):
-    AllowDeferredExecution: Optional[Boolean]
-    DataAccessRoleArn: Optional[DataAccessRoleArn]
+    AllowDeferredExecution: Boolean | None
+    DataAccessRoleArn: DataAccessRoleArn | None
 
 
 class ModelSettings(TypedDict, total=False):
-    LanguageModelName: Optional[ModelName]
+    LanguageModelName: ModelName | None
 
 
 class Settings(TypedDict, total=False):
-    VocabularyName: Optional[VocabularyName]
-    ShowSpeakerLabels: Optional[Boolean]
-    MaxSpeakerLabels: Optional[MaxSpeakers]
-    ChannelIdentification: Optional[Boolean]
-    ShowAlternatives: Optional[Boolean]
-    MaxAlternatives: Optional[MaxAlternatives]
-    VocabularyFilterName: Optional[VocabularyFilterName]
-    VocabularyFilterMethod: Optional[VocabularyFilterMethod]
+    VocabularyName: VocabularyName | None
+    ShowSpeakerLabels: Boolean | None
+    MaxSpeakerLabels: MaxSpeakers | None
+    ChannelIdentification: Boolean | None
+    ShowAlternatives: Boolean | None
+    MaxAlternatives: MaxAlternatives | None
+    VocabularyFilterName: VocabularyFilterName | None
+    VocabularyFilterMethod: VocabularyFilterMethod | None
 
 
 class TranscriptionJob(TypedDict, total=False):
-    TranscriptionJobName: Optional[TranscriptionJobName]
-    TranscriptionJobStatus: Optional[TranscriptionJobStatus]
-    LanguageCode: Optional[LanguageCode]
-    MediaSampleRateHertz: Optional[MediaSampleRateHertz]
-    MediaFormat: Optional[MediaFormat]
-    Media: Optional[Media]
-    Transcript: Optional[Transcript]
-    StartTime: Optional[DateTime]
-    CreationTime: Optional[DateTime]
-    CompletionTime: Optional[DateTime]
-    FailureReason: Optional[FailureReason]
-    Settings: Optional[Settings]
-    ModelSettings: Optional[ModelSettings]
-    JobExecutionSettings: Optional[JobExecutionSettings]
-    ContentRedaction: Optional[ContentRedaction]
-    IdentifyLanguage: Optional[Boolean]
-    IdentifyMultipleLanguages: Optional[Boolean]
-    LanguageOptions: Optional[LanguageOptions]
-    IdentifiedLanguageScore: Optional[IdentifiedLanguageScore]
-    LanguageCodes: Optional[LanguageCodeList]
-    Tags: Optional[TagList]
-    Subtitles: Optional[SubtitlesOutput]
-    LanguageIdSettings: Optional[LanguageIdSettingsMap]
-    ToxicityDetection: Optional[ToxicityDetection]
+    TranscriptionJobName: TranscriptionJobName | None
+    TranscriptionJobStatus: TranscriptionJobStatus | None
+    LanguageCode: LanguageCode | None
+    MediaSampleRateHertz: MediaSampleRateHertz | None
+    MediaFormat: MediaFormat | None
+    Media: Media | None
+    Transcript: Transcript | None
+    StartTime: DateTime | None
+    CreationTime: DateTime | None
+    CompletionTime: DateTime | None
+    FailureReason: FailureReason | None
+    Settings: Settings | None
+    ModelSettings: ModelSettings | None
+    JobExecutionSettings: JobExecutionSettings | None
+    ContentRedaction: ContentRedaction | None
+    IdentifyLanguage: Boolean | None
+    IdentifyMultipleLanguages: Boolean | None
+    LanguageOptions: LanguageOptions | None
+    IdentifiedLanguageScore: IdentifiedLanguageScore | None
+    LanguageCodes: LanguageCodeList | None
+    Tags: TagList | None
+    Subtitles: SubtitlesOutput | None
+    LanguageIdSettings: LanguageIdSettingsMap | None
+    ToxicityDetection: ToxicityDetection | None
 
 
 class GetTranscriptionJobResponse(TypedDict, total=False):
-    TranscriptionJob: Optional[TranscriptionJob]
+    TranscriptionJob: TranscriptionJob | None
 
 
 class GetVocabularyFilterRequest(ServiceRequest):
@@ -889,10 +889,10 @@ class GetVocabularyFilterRequest(ServiceRequest):
 
 
 class GetVocabularyFilterResponse(TypedDict, total=False):
-    VocabularyFilterName: Optional[VocabularyFilterName]
-    LanguageCode: Optional[LanguageCode]
-    LastModifiedTime: Optional[DateTime]
-    DownloadUri: Optional[Uri]
+    VocabularyFilterName: VocabularyFilterName | None
+    LanguageCode: LanguageCode | None
+    LastModifiedTime: DateTime | None
+    DownloadUri: Uri | None
 
 
 class GetVocabularyRequest(ServiceRequest):
@@ -900,132 +900,132 @@ class GetVocabularyRequest(ServiceRequest):
 
 
 class GetVocabularyResponse(TypedDict, total=False):
-    VocabularyName: Optional[VocabularyName]
-    LanguageCode: Optional[LanguageCode]
-    VocabularyState: Optional[VocabularyState]
-    LastModifiedTime: Optional[DateTime]
-    FailureReason: Optional[FailureReason]
-    DownloadUri: Optional[Uri]
+    VocabularyName: VocabularyName | None
+    LanguageCode: LanguageCode | None
+    VocabularyState: VocabularyState | None
+    LastModifiedTime: DateTime | None
+    FailureReason: FailureReason | None
+    DownloadUri: Uri | None
 
 
-KMSEncryptionContextMap = Dict[NonEmptyString, NonEmptyString]
+KMSEncryptionContextMap = dict[NonEmptyString, NonEmptyString]
 
 
 class ListCallAnalyticsCategoriesRequest(ServiceRequest):
-    NextToken: Optional[NextToken]
-    MaxResults: Optional[MaxResults]
+    NextToken: NextToken | None
+    MaxResults: MaxResults | None
 
 
 class ListCallAnalyticsCategoriesResponse(TypedDict, total=False):
-    NextToken: Optional[NextToken]
-    Categories: Optional[CategoryPropertiesList]
+    NextToken: NextToken | None
+    Categories: CategoryPropertiesList | None
 
 
 class ListCallAnalyticsJobsRequest(ServiceRequest):
-    Status: Optional[CallAnalyticsJobStatus]
-    JobNameContains: Optional[CallAnalyticsJobName]
-    NextToken: Optional[NextToken]
-    MaxResults: Optional[MaxResults]
+    Status: CallAnalyticsJobStatus | None
+    JobNameContains: CallAnalyticsJobName | None
+    NextToken: NextToken | None
+    MaxResults: MaxResults | None
 
 
 class ListCallAnalyticsJobsResponse(TypedDict, total=False):
-    Status: Optional[CallAnalyticsJobStatus]
-    NextToken: Optional[NextToken]
-    CallAnalyticsJobSummaries: Optional[CallAnalyticsJobSummaries]
+    Status: CallAnalyticsJobStatus | None
+    NextToken: NextToken | None
+    CallAnalyticsJobSummaries: CallAnalyticsJobSummaries | None
 
 
 class ListLanguageModelsRequest(ServiceRequest):
-    StatusEquals: Optional[ModelStatus]
-    NameContains: Optional[ModelName]
-    NextToken: Optional[NextToken]
-    MaxResults: Optional[MaxResults]
+    StatusEquals: ModelStatus | None
+    NameContains: ModelName | None
+    NextToken: NextToken | None
+    MaxResults: MaxResults | None
 
 
-Models = List[LanguageModel]
+Models = list[LanguageModel]
 
 
 class ListLanguageModelsResponse(TypedDict, total=False):
-    NextToken: Optional[NextToken]
-    Models: Optional[Models]
+    NextToken: NextToken | None
+    Models: Models | None
 
 
 class ListMedicalScribeJobsRequest(ServiceRequest):
-    Status: Optional[MedicalScribeJobStatus]
-    JobNameContains: Optional[TranscriptionJobName]
-    NextToken: Optional[NextToken]
-    MaxResults: Optional[MaxResults]
+    Status: MedicalScribeJobStatus | None
+    JobNameContains: TranscriptionJobName | None
+    NextToken: NextToken | None
+    MaxResults: MaxResults | None
 
 
 class MedicalScribeJobSummary(TypedDict, total=False):
-    MedicalScribeJobName: Optional[TranscriptionJobName]
-    CreationTime: Optional[DateTime]
-    StartTime: Optional[DateTime]
-    CompletionTime: Optional[DateTime]
-    LanguageCode: Optional[MedicalScribeLanguageCode]
-    MedicalScribeJobStatus: Optional[MedicalScribeJobStatus]
-    FailureReason: Optional[FailureReason]
+    MedicalScribeJobName: TranscriptionJobName | None
+    CreationTime: DateTime | None
+    StartTime: DateTime | None
+    CompletionTime: DateTime | None
+    LanguageCode: MedicalScribeLanguageCode | None
+    MedicalScribeJobStatus: MedicalScribeJobStatus | None
+    FailureReason: FailureReason | None
 
 
-MedicalScribeJobSummaries = List[MedicalScribeJobSummary]
+MedicalScribeJobSummaries = list[MedicalScribeJobSummary]
 
 
 class ListMedicalScribeJobsResponse(TypedDict, total=False):
-    Status: Optional[MedicalScribeJobStatus]
-    NextToken: Optional[NextToken]
-    MedicalScribeJobSummaries: Optional[MedicalScribeJobSummaries]
+    Status: MedicalScribeJobStatus | None
+    NextToken: NextToken | None
+    MedicalScribeJobSummaries: MedicalScribeJobSummaries | None
 
 
 class ListMedicalTranscriptionJobsRequest(ServiceRequest):
-    Status: Optional[TranscriptionJobStatus]
-    JobNameContains: Optional[TranscriptionJobName]
-    NextToken: Optional[NextToken]
-    MaxResults: Optional[MaxResults]
+    Status: TranscriptionJobStatus | None
+    JobNameContains: TranscriptionJobName | None
+    NextToken: NextToken | None
+    MaxResults: MaxResults | None
 
 
 class MedicalTranscriptionJobSummary(TypedDict, total=False):
-    MedicalTranscriptionJobName: Optional[TranscriptionJobName]
-    CreationTime: Optional[DateTime]
-    StartTime: Optional[DateTime]
-    CompletionTime: Optional[DateTime]
-    LanguageCode: Optional[LanguageCode]
-    TranscriptionJobStatus: Optional[TranscriptionJobStatus]
-    FailureReason: Optional[FailureReason]
-    OutputLocationType: Optional[OutputLocationType]
-    Specialty: Optional[Specialty]
-    ContentIdentificationType: Optional[MedicalContentIdentificationType]
-    Type: Optional[Type]
+    MedicalTranscriptionJobName: TranscriptionJobName | None
+    CreationTime: DateTime | None
+    StartTime: DateTime | None
+    CompletionTime: DateTime | None
+    LanguageCode: LanguageCode | None
+    TranscriptionJobStatus: TranscriptionJobStatus | None
+    FailureReason: FailureReason | None
+    OutputLocationType: OutputLocationType | None
+    Specialty: Specialty | None
+    ContentIdentificationType: MedicalContentIdentificationType | None
+    Type: Type | None
 
 
-MedicalTranscriptionJobSummaries = List[MedicalTranscriptionJobSummary]
+MedicalTranscriptionJobSummaries = list[MedicalTranscriptionJobSummary]
 
 
 class ListMedicalTranscriptionJobsResponse(TypedDict, total=False):
-    Status: Optional[TranscriptionJobStatus]
-    NextToken: Optional[NextToken]
-    MedicalTranscriptionJobSummaries: Optional[MedicalTranscriptionJobSummaries]
+    Status: TranscriptionJobStatus | None
+    NextToken: NextToken | None
+    MedicalTranscriptionJobSummaries: MedicalTranscriptionJobSummaries | None
 
 
 class ListMedicalVocabulariesRequest(ServiceRequest):
-    NextToken: Optional[NextToken]
-    MaxResults: Optional[MaxResults]
-    StateEquals: Optional[VocabularyState]
-    NameContains: Optional[VocabularyName]
+    NextToken: NextToken | None
+    MaxResults: MaxResults | None
+    StateEquals: VocabularyState | None
+    NameContains: VocabularyName | None
 
 
 class VocabularyInfo(TypedDict, total=False):
-    VocabularyName: Optional[VocabularyName]
-    LanguageCode: Optional[LanguageCode]
-    LastModifiedTime: Optional[DateTime]
-    VocabularyState: Optional[VocabularyState]
+    VocabularyName: VocabularyName | None
+    LanguageCode: LanguageCode | None
+    LastModifiedTime: DateTime | None
+    VocabularyState: VocabularyState | None
 
 
-Vocabularies = List[VocabularyInfo]
+Vocabularies = list[VocabularyInfo]
 
 
 class ListMedicalVocabulariesResponse(TypedDict, total=False):
-    Status: Optional[VocabularyState]
-    NextToken: Optional[NextToken]
-    Vocabularies: Optional[Vocabularies]
+    Status: VocabularyState | None
+    NextToken: NextToken | None
+    Vocabularies: Vocabularies | None
 
 
 class ListTagsForResourceRequest(ServiceRequest):
@@ -1033,171 +1033,171 @@ class ListTagsForResourceRequest(ServiceRequest):
 
 
 class ListTagsForResourceResponse(TypedDict, total=False):
-    ResourceArn: Optional[TranscribeArn]
-    Tags: Optional[TagList]
+    ResourceArn: TranscribeArn | None
+    Tags: TagList | None
 
 
 class ListTranscriptionJobsRequest(ServiceRequest):
-    Status: Optional[TranscriptionJobStatus]
-    JobNameContains: Optional[TranscriptionJobName]
-    NextToken: Optional[NextToken]
-    MaxResults: Optional[MaxResults]
+    Status: TranscriptionJobStatus | None
+    JobNameContains: TranscriptionJobName | None
+    NextToken: NextToken | None
+    MaxResults: MaxResults | None
 
 
 class TranscriptionJobSummary(TypedDict, total=False):
-    TranscriptionJobName: Optional[TranscriptionJobName]
-    CreationTime: Optional[DateTime]
-    StartTime: Optional[DateTime]
-    CompletionTime: Optional[DateTime]
-    LanguageCode: Optional[LanguageCode]
-    TranscriptionJobStatus: Optional[TranscriptionJobStatus]
-    FailureReason: Optional[FailureReason]
-    OutputLocationType: Optional[OutputLocationType]
-    ContentRedaction: Optional[ContentRedaction]
-    ModelSettings: Optional[ModelSettings]
-    IdentifyLanguage: Optional[Boolean]
-    IdentifyMultipleLanguages: Optional[Boolean]
-    IdentifiedLanguageScore: Optional[IdentifiedLanguageScore]
-    LanguageCodes: Optional[LanguageCodeList]
-    ToxicityDetection: Optional[ToxicityDetection]
-
-
-TranscriptionJobSummaries = List[TranscriptionJobSummary]
+    TranscriptionJobName: TranscriptionJobName | None
+    CreationTime: DateTime | None
+    StartTime: DateTime | None
+    CompletionTime: DateTime | None
+    LanguageCode: LanguageCode | None
+    TranscriptionJobStatus: TranscriptionJobStatus | None
+    FailureReason: FailureReason | None
+    OutputLocationType: OutputLocationType | None
+    ContentRedaction: ContentRedaction | None
+    ModelSettings: ModelSettings | None
+    IdentifyLanguage: Boolean | None
+    IdentifyMultipleLanguages: Boolean | None
+    IdentifiedLanguageScore: IdentifiedLanguageScore | None
+    LanguageCodes: LanguageCodeList | None
+    ToxicityDetection: ToxicityDetection | None
+
+
+TranscriptionJobSummaries = list[TranscriptionJobSummary]
 
 
 class ListTranscriptionJobsResponse(TypedDict, total=False):
-    Status: Optional[TranscriptionJobStatus]
-    NextToken: Optional[NextToken]
-    TranscriptionJobSummaries: Optional[TranscriptionJobSummaries]
+    Status: TranscriptionJobStatus | None
+    NextToken: NextToken | None
+    TranscriptionJobSummaries: TranscriptionJobSummaries | None
 
 
 class ListVocabulariesRequest(ServiceRequest):
-    NextToken: Optional[NextToken]
-    MaxResults: Optional[MaxResults]
-    StateEquals: Optional[VocabularyState]
-    NameContains: Optional[VocabularyName]
+    NextToken: NextToken | None
+    MaxResults: MaxResults | None
+    StateEquals: VocabularyState | None
+    NameContains: VocabularyName | None
 
 
 class ListVocabulariesResponse(TypedDict, total=False):
-    Status: Optional[VocabularyState]
-    NextToken: Optional[NextToken]
-    Vocabularies: Optional[Vocabularies]
+    Status: VocabularyState | None
+    NextToken: NextToken | None
+    Vocabularies: Vocabularies | None
 
 
 class ListVocabularyFiltersRequest(ServiceRequest):
-    NextToken: Optional[NextToken]
-    MaxResults: Optional[MaxResults]
-    NameContains: Optional[VocabularyFilterName]
+    NextToken: NextToken | None
+    MaxResults: MaxResults | None
+    NameContains: VocabularyFilterName | None
 
 
 class VocabularyFilterInfo(TypedDict, total=False):
-    VocabularyFilterName: Optional[VocabularyFilterName]
-    LanguageCode: Optional[LanguageCode]
-    LastModifiedTime: Optional[DateTime]
+    VocabularyFilterName: VocabularyFilterName | None
+    LanguageCode: LanguageCode | None
+    LastModifiedTime: DateTime | None
 
 
-VocabularyFilters = List[VocabularyFilterInfo]
+VocabularyFilters = list[VocabularyFilterInfo]
 
 
 class ListVocabularyFiltersResponse(TypedDict, total=False):
-    NextToken: Optional[NextToken]
-    VocabularyFilters: Optional[VocabularyFilters]
+    NextToken: NextToken | None
+    VocabularyFilters: VocabularyFilters | None
 
 
 class MedicalScribePatientContext(TypedDict, total=False):
-    Pronouns: Optional[Pronouns]
+    Pronouns: Pronouns | None
 
 
 class MedicalScribeContext(TypedDict, total=False):
-    PatientContext: Optional[MedicalScribePatientContext]
+    PatientContext: MedicalScribePatientContext | None
 
 
 class StartCallAnalyticsJobRequest(ServiceRequest):
     CallAnalyticsJobName: CallAnalyticsJobName
     Media: Media
-    OutputLocation: Optional[Uri]
-    OutputEncryptionKMSKeyId: Optional[KMSKeyId]
-    DataAccessRoleArn: Optional[DataAccessRoleArn]
-    Settings: Optional[CallAnalyticsJobSettings]
-    Tags: Optional[TagList]
-    ChannelDefinitions: Optional[ChannelDefinitions]
+    OutputLocation: Uri | None
+    OutputEncryptionKMSKeyId: KMSKeyId | None
+    DataAccessRoleArn: DataAccessRoleArn | None
+    Settings: CallAnalyticsJobSettings | None
+    Tags: TagList | None
+    ChannelDefinitions: ChannelDefinitions | None
 
 
 class StartCallAnalyticsJobResponse(TypedDict, total=False):
-    CallAnalyticsJob: Optional[CallAnalyticsJob]
+    CallAnalyticsJob: CallAnalyticsJob | None
 
 
 class StartMedicalScribeJobRequest(ServiceRequest):
     MedicalScribeJobName: TranscriptionJobName
     Media: Media
     OutputBucketName: OutputBucketName
-    OutputEncryptionKMSKeyId: Optional[KMSKeyId]
-    KMSEncryptionContext: Optional[KMSEncryptionContextMap]
+    OutputEncryptionKMSKeyId: KMSKeyId | None
+    KMSEncryptionContext: KMSEncryptionContextMap | None
     DataAccessRoleArn: DataAccessRoleArn
     Settings: MedicalScribeSettings
-    ChannelDefinitions: Optional[MedicalScribeChannelDefinitions]
-    Tags: Optional[TagList]
-    MedicalScribeContext: Optional[MedicalScribeContext]
+    ChannelDefinitions: MedicalScribeChannelDefinitions | None
+    Tags: TagList | None
+    MedicalScribeContext: MedicalScribeContext | None
 
 
 class StartMedicalScribeJobResponse(TypedDict, total=False):
-    MedicalScribeJob: Optional[MedicalScribeJob]
+    MedicalScribeJob: MedicalScribeJob | None
 
 
 class StartMedicalTranscriptionJobRequest(ServiceRequest):
     MedicalTranscriptionJobName: TranscriptionJobName
     LanguageCode: LanguageCode
-    MediaSampleRateHertz: Optional[MedicalMediaSampleRateHertz]
-    MediaFormat: Optional[MediaFormat]
+    MediaSampleRateHertz: MedicalMediaSampleRateHertz | None
+    MediaFormat: MediaFormat | None
     Media: Media
     OutputBucketName: OutputBucketName
-    OutputKey: Optional[OutputKey]
-    OutputEncryptionKMSKeyId: Optional[KMSKeyId]
-    KMSEncryptionContext: Optional[KMSEncryptionContextMap]
-    Settings: Optional[MedicalTranscriptionSetting]
-    ContentIdentificationType: Optional[MedicalContentIdentificationType]
+    OutputKey: OutputKey | None
+    OutputEncryptionKMSKeyId: KMSKeyId | None
+    KMSEncryptionContext: KMSEncryptionContextMap | None
+    Settings: MedicalTranscriptionSetting | None
+    ContentIdentificationType: MedicalContentIdentificationType | None
     Specialty: Specialty
     Type: Type
-    Tags: Optional[TagList]
+    Tags: TagList | None
 
 
 class StartMedicalTranscriptionJobResponse(TypedDict, total=False):
-    MedicalTranscriptionJob: Optional[MedicalTranscriptionJob]
+    MedicalTranscriptionJob: MedicalTranscriptionJob | None
 
 
 class Subtitles(TypedDict, total=False):
-    Formats: Optional[SubtitleFormats]
-    OutputStartIndex: Optional[SubtitleOutputStartIndex]
+    Formats: SubtitleFormats | None
+    OutputStartIndex: SubtitleOutputStartIndex | None
 
 
 class StartTranscriptionJobRequest(ServiceRequest):
     TranscriptionJobName: TranscriptionJobName
-    LanguageCode: Optional[LanguageCode]
-    MediaSampleRateHertz: Optional[MediaSampleRateHertz]
-    MediaFormat: Optional[MediaFormat]
+    LanguageCode: LanguageCode | None
+    MediaSampleRateHertz: MediaSampleRateHertz | None
+    MediaFormat: MediaFormat | None
     Media: Media
-    OutputBucketName: Optional[OutputBucketName]
-    OutputKey: Optional[OutputKey]
-    OutputEncryptionKMSKeyId: Optional[KMSKeyId]
-    KMSEncryptionContext: Optional[KMSEncryptionContextMap]
-    Settings: Optional[Settings]
-    ModelSettings: Optional[ModelSettings]
-    JobExecutionSettings: Optional[JobExecutionSettings]
-    ContentRedaction: Optional[ContentRedaction]
-    IdentifyLanguage: Optional[Boolean]
-    IdentifyMultipleLanguages: Optional[Boolean]
-    LanguageOptions: Optional[LanguageOptions]
-    Subtitles: Optional[Subtitles]
-    Tags: Optional[TagList]
-    LanguageIdSettings: Optional[LanguageIdSettingsMap]
-    ToxicityDetection: Optional[ToxicityDetection]
+    OutputBucketName: OutputBucketName | None
+    OutputKey: OutputKey | None
+    OutputEncryptionKMSKeyId: KMSKeyId | None
+    KMSEncryptionContext: KMSEncryptionContextMap | None
+    Settings: Settings | None
+    ModelSettings: ModelSettings | None
+    JobExecutionSettings: JobExecutionSettings | None
+    ContentRedaction: ContentRedaction | None
+    IdentifyLanguage: Boolean | None
+    IdentifyMultipleLanguages: Boolean | None
+    LanguageOptions: LanguageOptions | None
+    Subtitles: Subtitles | None
+    Tags: TagList | None
+    LanguageIdSettings: LanguageIdSettingsMap | None
+    ToxicityDetection: ToxicityDetection | None
 
 
 class StartTranscriptionJobResponse(TypedDict, total=False):
-    TranscriptionJob: Optional[TranscriptionJob]
+    TranscriptionJob: TranscriptionJob | None
 
 
-TagKeyList = List[TagKey]
+TagKeyList = list[TagKey]
 
 
 class TagResourceRequest(ServiceRequest):
@@ -1221,11 +1221,11 @@ class UntagResourceResponse(TypedDict, total=False):
 class UpdateCallAnalyticsCategoryRequest(ServiceRequest):
     CategoryName: CategoryName
     Rules: RuleList
-    InputType: Optional[InputType]
+    InputType: InputType | None
 
 
 class UpdateCallAnalyticsCategoryResponse(TypedDict, total=False):
-    CategoryProperties: Optional[CategoryProperties]
+    CategoryProperties: CategoryProperties | None
 
 
 class UpdateMedicalVocabularyRequest(ServiceRequest):
@@ -1235,43 +1235,43 @@ class UpdateMedicalVocabularyRequest(ServiceRequest):
 
 
 class UpdateMedicalVocabularyResponse(TypedDict, total=False):
-    VocabularyName: Optional[VocabularyName]
-    LanguageCode: Optional[LanguageCode]
-    LastModifiedTime: Optional[DateTime]
-    VocabularyState: Optional[VocabularyState]
+    VocabularyName: VocabularyName | None
+    LanguageCode: LanguageCode | None
+    LastModifiedTime: DateTime | None
+    VocabularyState: VocabularyState | None
 
 
 class UpdateVocabularyFilterRequest(ServiceRequest):
     VocabularyFilterName: VocabularyFilterName
-    Words: Optional[Words]
-    VocabularyFilterFileUri: Optional[Uri]
-    DataAccessRoleArn: Optional[DataAccessRoleArn]
+    Words: Words | None
+    VocabularyFilterFileUri: Uri | None
+    DataAccessRoleArn: DataAccessRoleArn | None
 
 
 class UpdateVocabularyFilterResponse(TypedDict, total=False):
-    VocabularyFilterName: Optional[VocabularyFilterName]
-    LanguageCode: Optional[LanguageCode]
-    LastModifiedTime: Optional[DateTime]
+    VocabularyFilterName: VocabularyFilterName | None
+    LanguageCode: LanguageCode | None
+    LastModifiedTime: DateTime | None
 
 
 class UpdateVocabularyRequest(ServiceRequest):
     VocabularyName: VocabularyName
     LanguageCode: LanguageCode
-    Phrases: Optional[Phrases]
-    VocabularyFileUri: Optional[Uri]
-    DataAccessRoleArn: Optional[DataAccessRoleArn]
+    Phrases: Phrases | None
+    VocabularyFileUri: Uri | None
+    DataAccessRoleArn: DataAccessRoleArn | None
 
 
 class UpdateVocabularyResponse(TypedDict, total=False):
-    VocabularyName: Optional[VocabularyName]
-    LanguageCode: Optional[LanguageCode]
-    LastModifiedTime: Optional[DateTime]
-    VocabularyState: Optional[VocabularyState]
+    VocabularyName: VocabularyName | None
+    LanguageCode: LanguageCode | None
+    LastModifiedTime: DateTime | None
+    VocabularyState: VocabularyState | None
 
 
 class TranscribeApi:
-    service = "transcribe"
-    version = "2017-10-26"
+    service: str = "transcribe"
+    version: str = "2017-10-26"
 
     @handler("CreateCallAnalyticsCategory")
     def create_call_analytics_category(
diff --git a/pyproject.toml b/pyproject.toml
index 9558af558020b..1cbb2b40bd303 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -51,9 +51,9 @@ Issues = "https://github.com/localstack/localstack/issues"
 # minimal required to actually run localstack on the host for services natively implemented in python
 base-runtime = [
     # pinned / updated by ASF update action
-    "boto3==1.40.64",
+    "boto3==1.40.69",
     # pinned / updated by ASF update action
-    "botocore==1.40.64",
+    "botocore==1.40.69",
     # transitive dependency of botocore, added to avoid specific version
     "awscrt>=0.13.14,!=0.27.1",
     "cbor2>=5.5.0",
@@ -81,7 +81,7 @@ base-runtime = [
 runtime = [
     "localstack-core[base-runtime]",
     # pinned / updated by ASF update action
-    "awscli==1.42.64",
+    "awscli==1.42.69",
     "airspeed-ext>=0.6.3",
     # antlr4-python3-runtime: exact pin because antlr4 runtime is tightly coupled to the generated parser code
     "antlr4-python3-runtime==4.13.2",
diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index aa1a997651008..bee891b4d773f 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -11,9 +11,9 @@ attrs==25.4.0
     #   referencing
 awscrt==0.28.3
     # via localstack-core (pyproject.toml)
-boto3==1.40.64
+boto3==1.40.69
     # via localstack-core (pyproject.toml)
-botocore==1.40.64
+botocore==1.40.69
     # via
     #   boto3
     #   localstack-core (pyproject.toml)
diff --git a/requirements-dev.txt b/requirements-dev.txt
index 7194b5266ffd6..238767bcd41b8 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -39,17 +39,17 @@ aws-sam-translator==1.101.0
     #   localstack-core
 aws-xray-sdk==2.15.0
     # via moto-ext
-awscli==1.42.64
+awscli==1.42.69
     # via localstack-core
 awscrt==0.28.3
     # via localstack-core
-boto3==1.40.64
+boto3==1.40.69
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.40.64
+botocore==1.40.69
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index 4525484a90eef..2956ce4ff20db 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -27,17 +27,17 @@ aws-sam-translator==1.101.0
     #   localstack-core (pyproject.toml)
 aws-xray-sdk==2.15.0
     # via moto-ext
-awscli==1.42.64
+awscli==1.42.69
     # via localstack-core (pyproject.toml)
 awscrt==0.28.3
     # via localstack-core
-boto3==1.40.64
+boto3==1.40.69
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.40.64
+botocore==1.40.69
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-test.txt b/requirements-test.txt
index 6448aa82ca0e5..8d4c979c9dd79 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -39,17 +39,17 @@ aws-sam-translator==1.101.0
     #   localstack-core
 aws-xray-sdk==2.15.0
     # via moto-ext
-awscli==1.42.64
+awscli==1.42.69
     # via localstack-core
 awscrt==0.28.3
     # via localstack-core
-boto3==1.40.64
+boto3==1.40.69
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.40.64
+botocore==1.40.69
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index 746359d087ddc..d7db0db63bf9c 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -39,11 +39,11 @@ aws-sam-translator==1.101.0
     #   localstack-core
 aws-xray-sdk==2.15.0
     # via moto-ext
-awscli==1.42.64
+awscli==1.42.69
     # via localstack-core
 awscrt==0.28.3
     # via localstack-core
-boto3==1.40.64
+boto3==1.40.69
     # via
     #   aws-sam-translator
     #   kclpy-ext
@@ -51,7 +51,7 @@ boto3==1.40.64
     #   moto-ext
 boto3-stubs==1.40.64
     # via localstack-core (pyproject.toml)
-botocore==1.40.64
+botocore==1.40.69
     # via
     #   aws-xray-sdk
     #   awscli

From 610b60f3551ffaed5761bff0968169de6eaa0806 Mon Sep 17 00:00:00 2001
From: Steve Purcell <steve@sanityinc.com>
Date: Tue, 11 Nov 2025 02:39:08 +1300
Subject: [PATCH 361/697] Move steps for updating ASF modules to Makefile
 (#13354)

---
 .github/workflows/asf-updates.yml | 10 +---------
 Makefile                          |  8 +++++++-
 2 files changed, 8 insertions(+), 10 deletions(-)

diff --git a/.github/workflows/asf-updates.yml b/.github/workflows/asf-updates.yml
index 1b233f6bacf13..a51e34629948d 100644
--- a/.github/workflows/asf-updates.yml
+++ b/.github/workflows/asf-updates.yml
@@ -44,15 +44,7 @@ jobs:
 
       - name: Update ASF APIs
         run: |
-          source .venv/bin/activate
-          python3 -m localstack.aws.scaffold upgrade
-
-      - name: Format code
-        run: |
-          source .venv/bin/activate
-          # explicitly perform an unsafe fix to remove unused imports in the generated ASF APIs
-          ruff check --select F401 --unsafe-fixes --fix localstack-core/localstack/aws/api/ --config "lint.preview = true"
-          make format-modified
+          make asf-regenerate
 
       - name: Check for changes
         id: check-for-changes
diff --git a/Makefile b/Makefile
index 081ce7164f8d5..1e926feba1fbe 100644
--- a/Makefile
+++ b/Makefile
@@ -140,6 +140,12 @@ format-modified:          ## Run ruff to format only modified code
 	  python -m ruff check --output-format=full --fix `git diff --diff-filter=d --name-only HEAD | grep '\.py$$' | xargs`; \
 	  python -m ruff format `git diff --diff-filter=d --name-only HEAD | grep '\.py$$' | xargs`)
 
+asf-regenerate:                   ## Regenerate ASF APIs
+	$(VENV_RUN); python -m localstack.aws.scaffold upgrade
+	@echo 'Removing unused imports from generated modules'
+	$(VENV_RUN); python -m ruff check --select F401 --unsafe-fixes --fix localstack-core/localstack/aws/api/ --config "lint.preview = true"
+	$(VENV_RUN); python -m ruff format localstack-core/localstack/aws/api/
+
 init-precommit:    		  ## install te pre-commit hook into your local git repository
 	($(VENV_RUN); pre-commit install)
 
@@ -158,4 +164,4 @@ clean-dist:				  ## Clean up python distribution directories
 	rm -rf dist/ build/
 	rm -rf localstack-core/*.egg-info
 
-.PHONY: usage freeze install-basic install-runtime install-test install-dev install entrypoints dist publish coveralls start docker-run-tests docker-cp-coverage test test-coverage lint lint-modified format format-modified init-precommit clean clean-dist upgrade-pinned-dependencies
+.PHONY: usage freeze install-basic install-runtime install-test install-dev install entrypoints dist publish coveralls start docker-run-tests docker-cp-coverage test test-coverage lint lint-modified format format-modified asf-regenerate init-precommit clean clean-dist upgrade-pinned-dependencies

From 3c19443e2b44a3d8e2421ec40bc2e2efaf66f9be Mon Sep 17 00:00:00 2001
From: Steve Purcell <steve@sanityinc.com>
Date: Tue, 11 Nov 2025 04:14:19 +1300
Subject: [PATCH 362/697] Remove redundant ruff ignores for generated ASF
 modules (#13355)

---
 pyproject.toml | 1 -
 1 file changed, 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 1cbb2b40bd303..b9e79bd2de29b 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -261,7 +261,6 @@ extend-safe-fixes = [
 # Since F401 (removing unused imports) is currently an unsafe fix, these imports cannot be automatically removed.
 # Therefore, we temporarily disable the rules below for __init__ files.
 [tool.ruff.lint.per-file-ignores]
-"localstack-core/localstack/**/__init__.py" = ["UP006", "UP007", "UP035", "UP045"]
 "tests/aws/services/lambda_/functions/**" = ["UP"]  # lambda tests parametrize the runtime
 
 [tool.ruff.lint.pyupgrade]

From f42876f2673177dacc3333347ee362b465037b68 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 11 Nov 2025 09:06:36 +0100
Subject: [PATCH 363/697] Bump python from `0222b79` to `85dfbf1` in the
 docker-base-images group (#13364)

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 Dockerfile    | 2 +-
 Dockerfile.s3 | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/Dockerfile b/Dockerfile
index 8dc7276e4f058..1a8e0f85fef08 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,7 +1,7 @@
 #
 # base: Stage which installs necessary runtime dependencies (OS packages, etc.)
 #
-FROM python:3.13.9-slim-trixie@sha256:0222b795db95bf7412cede36ab46a266cfb31f632e64051aac9806dabf840a61 AS base
+FROM python:3.13.9-slim-trixie@sha256:85dfbf1b566b7addfe645faea9938e81a0a01a83580b0ea05fb23706357d77fb AS base
 ARG TARGETARCH
 
 # Install runtime OS package dependencies
diff --git a/Dockerfile.s3 b/Dockerfile.s3
index 7952716f51a9d..5dcbea3f124fc 100644
--- a/Dockerfile.s3
+++ b/Dockerfile.s3
@@ -1,5 +1,5 @@
 # base: Stage which installs necessary runtime dependencies (OS packages, filesystem...)
-FROM python:3.13.9-slim-trixie@sha256:0222b795db95bf7412cede36ab46a266cfb31f632e64051aac9806dabf840a61 AS base
+FROM python:3.13.9-slim-trixie@sha256:85dfbf1b566b7addfe645faea9938e81a0a01a83580b0ea05fb23706357d77fb AS base
 ARG TARGETARCH
 
 # set workdir

From 11bffbe3519e3c1e82f1bc11240d32013b44b9cc Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Tue, 11 Nov 2025 09:07:25 +0100
Subject: [PATCH 364/697] Upgrade pinned Python dependencies (#13365)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
---
 .pre-commit-config.yaml       |  2 +-
 requirements-base-runtime.txt |  6 ++--
 requirements-dev.txt          | 40 ++++++++++-----------
 requirements-runtime.txt      | 16 ++++-----
 requirements-test.txt         | 28 +++++++--------
 requirements-typehint.txt     | 66 +++++++++++++++++------------------
 6 files changed, 79 insertions(+), 79 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 462f5f14cf621..f6138772d6d4a 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -3,7 +3,7 @@
 repos:
   - repo: https://github.com/astral-sh/ruff-pre-commit
     # Ruff version.
-    rev: v0.14.3
+    rev: v0.14.4
     hooks:
       - id: ruff
         args: [--fix, --exit-non-zero-on-fix]
diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index bee891b4d773f..2ef7bafd63fc3 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -9,7 +9,7 @@ attrs==25.4.0
     #   jsonschema
     #   localstack-twisted
     #   referencing
-awscrt==0.28.3
+awscrt==0.28.4
     # via localstack-core (pyproject.toml)
 boto3==1.40.69
     # via localstack-core (pyproject.toml)
@@ -54,7 +54,7 @@ h2==4.3.0
     #   localstack-twisted
 hpack==4.1.0
     # via h2
-hypercorn==0.17.3
+hypercorn==0.18.0
     # via localstack-core (pyproject.toml)
 hyperframe==6.1.0
     # via h2
@@ -197,7 +197,7 @@ wsproto==1.2.0
     # via hypercorn
 xmltodict==1.0.2
     # via localstack-core (pyproject.toml)
-zope-interface==8.0.1
+zope-interface==8.1
     # via localstack-twisted
 
 # The following packages are considered to be unsafe in a requirements file:
diff --git a/requirements-dev.txt b/requirements-dev.txt
index 238767bcd41b8..6362102a58f12 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -29,9 +29,9 @@ aws-cdk-asset-awscli-v1==2.2.242
     # via aws-cdk-lib
 aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
-aws-cdk-cloud-assembly-schema==48.17.0
+aws-cdk-cloud-assembly-schema==48.18.0
     # via aws-cdk-lib
-aws-cdk-lib==2.221.1
+aws-cdk-lib==2.223.0
     # via localstack-core
 aws-sam-translator==1.101.0
     # via
@@ -41,7 +41,7 @@ aws-xray-sdk==2.15.0
     # via moto-ext
 awscli==1.42.69
     # via localstack-core
-awscrt==0.28.3
+awscrt==0.28.4
     # via localstack-core
 boto3==1.40.69
     # via
@@ -89,13 +89,13 @@ colorama==0.4.6
     # via awscli
 constantly==23.10.4
     # via localstack-twisted
-constructs==10.4.2
+constructs==10.4.3
     # via aws-cdk-lib
-coverage==6.5.0
+coverage==7.11.3
     # via
     #   coveralls
     #   localstack-core
-coveralls==3.3.1
+coveralls==4.0.2
     # via localstack-core (pyproject.toml)
 crontab==1.0.5
     # via localstack-core
@@ -106,13 +106,13 @@ cryptography==46.0.3
     #   localstack-core (pyproject.toml)
     #   moto-ext
     #   pyopenssl
-cython==3.1.6
+cython==3.2.0
     # via localstack-core (pyproject.toml)
 decorator==5.2.1
     # via jsonpath-rw
 deepdiff==8.6.1
     # via localstack-snapshot
-deptry==0.23.1
+deptry==0.24.0
     # via localstack-core (pyproject.toml)
 dill==0.3.6
     # via
@@ -159,7 +159,7 @@ httpcore==1.0.9
     # via httpx
 httpx==0.28.1
     # via localstack-core
-hypercorn==0.17.3
+hypercorn==0.18.0
     # via localstack-core
 hyperframe==6.1.0
     # via h2
@@ -190,11 +190,11 @@ jmespath==1.0.1
     # via
     #   boto3
     #   botocore
-joserfc==1.4.0
+joserfc==1.4.1
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core
-jsii==1.118.0
+jsii==1.119.0
     # via
     #   aws-cdk-asset-awscli-v1
     #   aws-cdk-asset-node-proxy-agent-v6
@@ -252,7 +252,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.15.post30
+moto-ext==5.1.16.post15
     # via localstack-core
 mpmath==1.3.0
     # via sympy
@@ -316,7 +316,7 @@ ply==3.11
     #   jsonpath-ng
     #   jsonpath-rw
     #   pandoc
-pre-commit==4.3.0
+pre-commit==4.4.0
     # via localstack-core (pyproject.toml)
 priority==1.3.0
     # via
@@ -340,11 +340,11 @@ pyasn1==0.6.1
     # via rsa
 pycparser==2.23
     # via cffi
-pydantic==2.12.3
+pydantic==2.12.4
     # via
     #   aws-sam-translator
     #   localstack-core
-pydantic-core==2.41.4
+pydantic-core==2.41.5
     # via pydantic
 pygments==2.19.2
     # via
@@ -356,7 +356,7 @@ pyopenssl==25.3.0
     # via
     #   localstack-core
     #   localstack-twisted
-pypandoc==1.15
+pypandoc==1.16
     # via localstack-core (pyproject.toml)
 pyparsing==3.2.5
     # via moto-ext
@@ -441,7 +441,7 @@ rsa==4.7.2
     # via awscli
 rstr==3.2.2
     # via localstack-core (pyproject.toml)
-ruff==0.14.3
+ruff==0.14.4
     # via localstack-core (pyproject.toml)
 s3transfer==0.14.0
     # via
@@ -461,7 +461,7 @@ sniffio==1.3.1
     # via anyio
 sympy==1.14.0
     # via cfn-lint
-typeguard==2.13.3
+typeguard==4.2.1
     # via
     #   aws-cdk-asset-awscli-v1
     #   aws-cdk-asset-node-proxy-agent-v6
@@ -503,7 +503,7 @@ werkzeug==3.1.3
     #   openapi-core
     #   pytest-httpserver
     #   rolo
-wrapt==2.0.0
+wrapt==2.0.1
     # via aws-xray-sdk
 wsproto==1.2.0
     # via hypercorn
@@ -511,7 +511,7 @@ xmltodict==1.0.2
     # via
     #   localstack-core
     #   moto-ext
-zope-interface==8.0.1
+zope-interface==8.1
     # via localstack-twisted
 
 # The following packages are considered to be unsafe in a requirements file:
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index 2956ce4ff20db..0bdd69d6a6e4d 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -29,7 +29,7 @@ aws-xray-sdk==2.15.0
     # via moto-ext
 awscli==1.42.69
     # via localstack-core (pyproject.toml)
-awscrt==0.28.3
+awscrt==0.28.4
     # via localstack-core
 boto3==1.40.69
     # via
@@ -114,7 +114,7 @@ h2==4.3.0
     #   localstack-twisted
 hpack==4.1.0
     # via h2
-hypercorn==0.17.3
+hypercorn==0.18.0
     # via localstack-core
 hyperframe==6.1.0
     # via h2
@@ -137,7 +137,7 @@ jmespath==1.0.1
     # via
     #   boto3
     #   botocore
-joserfc==1.4.0
+joserfc==1.4.1
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core (pyproject.toml)
@@ -187,7 +187,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.15.post30
+moto-ext==5.1.16.post15
     # via localstack-core (pyproject.toml)
 mpmath==1.3.0
     # via sympy
@@ -237,11 +237,11 @@ pyasn1==0.6.1
     # via rsa
 pycparser==2.23
     # via cffi
-pydantic==2.12.3
+pydantic==2.12.4
     # via
     #   aws-sam-translator
     #   localstack-core (pyproject.toml)
-pydantic-core==2.41.4
+pydantic-core==2.41.5
     # via pydantic
 pygments==2.19.2
     # via rich
@@ -355,7 +355,7 @@ werkzeug==3.1.3
     #   moto-ext
     #   openapi-core
     #   rolo
-wrapt==2.0.0
+wrapt==2.0.1
     # via aws-xray-sdk
 wsproto==1.2.0
     # via hypercorn
@@ -363,7 +363,7 @@ xmltodict==1.0.2
     # via
     #   localstack-core
     #   moto-ext
-zope-interface==8.0.1
+zope-interface==8.1
     # via localstack-twisted
 
 # The following packages are considered to be unsafe in a requirements file:
diff --git a/requirements-test.txt b/requirements-test.txt
index 8d4c979c9dd79..aed1885ca6ebb 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -29,9 +29,9 @@ aws-cdk-asset-awscli-v1==2.2.242
     # via aws-cdk-lib
 aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
-aws-cdk-cloud-assembly-schema==48.17.0
+aws-cdk-cloud-assembly-schema==48.18.0
     # via aws-cdk-lib
-aws-cdk-lib==2.221.1
+aws-cdk-lib==2.223.0
     # via localstack-core (pyproject.toml)
 aws-sam-translator==1.101.0
     # via
@@ -41,7 +41,7 @@ aws-xray-sdk==2.15.0
     # via moto-ext
 awscli==1.42.69
     # via localstack-core
-awscrt==0.28.3
+awscrt==0.28.4
     # via localstack-core
 boto3==1.40.69
     # via
@@ -86,9 +86,9 @@ colorama==0.4.6
     # via awscli
 constantly==23.10.4
     # via localstack-twisted
-constructs==10.4.2
+constructs==10.4.3
     # via aws-cdk-lib
-coverage==7.11.0
+coverage==7.11.3
     # via localstack-core (pyproject.toml)
 crontab==1.0.5
     # via localstack-core
@@ -142,7 +142,7 @@ httpcore==1.0.9
     # via httpx
 httpx==0.28.1
     # via localstack-core (pyproject.toml)
-hypercorn==0.17.3
+hypercorn==0.18.0
     # via localstack-core
 hyperframe==6.1.0
     # via h2
@@ -171,11 +171,11 @@ jmespath==1.0.1
     # via
     #   boto3
     #   botocore
-joserfc==1.4.0
+joserfc==1.4.1
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core
-jsii==1.118.0
+jsii==1.119.0
     # via
     #   aws-cdk-asset-awscli-v1
     #   aws-cdk-asset-node-proxy-agent-v6
@@ -233,7 +233,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.15.post30
+moto-ext==5.1.16.post15
     # via localstack-core
 mpmath==1.3.0
     # via sympy
@@ -299,11 +299,11 @@ pyasn1==0.6.1
     # via rsa
 pycparser==2.23
     # via cffi
-pydantic==2.12.3
+pydantic==2.12.4
     # via
     #   aws-sam-translator
     #   localstack-core
-pydantic-core==2.41.4
+pydantic-core==2.41.5
     # via pydantic
 pygments==2.19.2
     # via
@@ -410,7 +410,7 @@ sniffio==1.3.1
     # via anyio
 sympy==1.14.0
     # via cfn-lint
-typeguard==2.13.3
+typeguard==4.2.1
     # via
     #   aws-cdk-asset-awscli-v1
     #   aws-cdk-asset-node-proxy-agent-v6
@@ -449,7 +449,7 @@ werkzeug==3.1.3
     #   openapi-core
     #   pytest-httpserver
     #   rolo
-wrapt==2.0.0
+wrapt==2.0.1
     # via aws-xray-sdk
 wsproto==1.2.0
     # via hypercorn
@@ -457,7 +457,7 @@ xmltodict==1.0.2
     # via
     #   localstack-core
     #   moto-ext
-zope-interface==8.0.1
+zope-interface==8.1
     # via localstack-twisted
 
 # The following packages are considered to be unsafe in a requirements file:
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index d7db0db63bf9c..acfa93d29e7ce 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -29,9 +29,9 @@ aws-cdk-asset-awscli-v1==2.2.242
     # via aws-cdk-lib
 aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
-aws-cdk-cloud-assembly-schema==48.17.0
+aws-cdk-cloud-assembly-schema==48.18.0
     # via aws-cdk-lib
-aws-cdk-lib==2.221.1
+aws-cdk-lib==2.223.0
     # via localstack-core
 aws-sam-translator==1.101.0
     # via
@@ -41,7 +41,7 @@ aws-xray-sdk==2.15.0
     # via moto-ext
 awscli==1.42.69
     # via localstack-core
-awscrt==0.28.3
+awscrt==0.28.4
     # via localstack-core
 boto3==1.40.69
     # via
@@ -49,7 +49,7 @@ boto3==1.40.69
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-boto3-stubs==1.40.64
+boto3-stubs==1.40.70
     # via localstack-core (pyproject.toml)
 botocore==1.40.69
     # via
@@ -59,7 +59,7 @@ botocore==1.40.69
     #   localstack-core
     #   moto-ext
     #   s3transfer
-botocore-stubs==1.40.65
+botocore-stubs==1.40.70
     # via boto3-stubs
 cachetools==6.2.1
     # via
@@ -93,13 +93,13 @@ colorama==0.4.6
     # via awscli
 constantly==23.10.4
     # via localstack-twisted
-constructs==10.4.2
+constructs==10.4.3
     # via aws-cdk-lib
-coverage==6.5.0
+coverage==7.11.3
     # via
     #   coveralls
     #   localstack-core
-coveralls==3.3.1
+coveralls==4.0.2
     # via localstack-core
 crontab==1.0.5
     # via localstack-core
@@ -110,13 +110,13 @@ cryptography==46.0.3
     #   localstack-core (pyproject.toml)
     #   moto-ext
     #   pyopenssl
-cython==3.1.6
+cython==3.2.0
     # via localstack-core
 decorator==5.2.1
     # via jsonpath-rw
 deepdiff==8.6.1
     # via localstack-snapshot
-deptry==0.23.1
+deptry==0.24.0
     # via localstack-core
 dill==0.3.6
     # via
@@ -163,7 +163,7 @@ httpcore==1.0.9
     # via httpx
 httpx==0.28.1
     # via localstack-core
-hypercorn==0.17.3
+hypercorn==0.18.0
     # via localstack-core
 hyperframe==6.1.0
     # via h2
@@ -194,11 +194,11 @@ jmespath==1.0.1
     # via
     #   boto3
     #   botocore
-joserfc==1.4.0
+joserfc==1.4.1
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core
-jsii==1.118.0
+jsii==1.119.0
     # via
     #   aws-cdk-asset-awscli-v1
     #   aws-cdk-asset-node-proxy-agent-v6
@@ -256,7 +256,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.15.post30
+moto-ext==5.1.16.post15
     # via localstack-core
 mpmath==1.3.0
     # via sympy
@@ -266,7 +266,7 @@ mypy==1.18.2
     # via localstack-core
 mypy-boto3-acm==1.40.59
     # via boto3-stubs
-mypy-boto3-acm-pca==1.40.54
+mypy-boto3-acm-pca==1.40.70
     # via boto3-stubs
 mypy-boto3-amplify==1.40.54
     # via boto3-stubs
@@ -286,7 +286,7 @@ mypy-boto3-athena==1.40.60
     # via boto3-stubs
 mypy-boto3-autoscaling==1.40.57
     # via boto3-stubs
-mypy-boto3-backup==1.40.52
+mypy-boto3-backup==1.40.70
     # via boto3-stubs
 mypy-boto3-batch==1.40.54
     # via boto3-stubs
@@ -326,7 +326,7 @@ mypy-boto3-dynamodb==1.40.56
     # via boto3-stubs
 mypy-boto3-dynamodbstreams==1.40.59
     # via boto3-stubs
-mypy-boto3-ec2==1.40.64
+mypy-boto3-ec2==1.40.70
     # via boto3-stubs
 mypy-boto3-ecr==1.40.58
     # via boto3-stubs
@@ -358,7 +358,7 @@ mypy-boto3-glacier==1.40.61
     # via boto3-stubs
 mypy-boto3-glue==1.40.63
     # via boto3-stubs
-mypy-boto3-iam==1.40.60
+mypy-boto3-iam==1.40.70
     # via boto3-stubs
 mypy-boto3-identitystore==1.40.54
     # via boto3-stubs
@@ -370,7 +370,7 @@ mypy-boto3-iotanalytics==1.40.57
     # via boto3-stubs
 mypy-boto3-iotwireless==1.40.59
     # via boto3-stubs
-mypy-boto3-kafka==1.40.54
+mypy-boto3-kafka==1.40.70
     # via boto3-stubs
 mypy-boto3-kinesis==1.40.64
     # via boto3-stubs
@@ -378,7 +378,7 @@ mypy-boto3-kinesisanalytics==1.40.59
     # via boto3-stubs
 mypy-boto3-kinesisanalyticsv2==1.40.57
     # via boto3-stubs
-mypy-boto3-kms==1.40.63
+mypy-boto3-kms==1.40.69
     # via boto3-stubs
 mypy-boto3-lakeformation==1.40.55
     # via boto3-stubs
@@ -398,7 +398,7 @@ mypy-boto3-mwaa==1.40.57
     # via boto3-stubs
 mypy-boto3-neptune==1.40.63
     # via boto3-stubs
-mypy-boto3-opensearch==1.40.61
+mypy-boto3-opensearch==1.40.69
     # via boto3-stubs
 mypy-boto3-organizations==1.40.61
     # via boto3-stubs
@@ -452,7 +452,7 @@ mypy-boto3-sso-admin==1.40.60
     # via boto3-stubs
 mypy-boto3-stepfunctions==1.40.60
     # via boto3-stubs
-mypy-boto3-sts==1.40.63
+mypy-boto3-sts==1.40.70
     # via boto3-stubs
 mypy-boto3-timestream-query==1.40.54
     # via boto3-stubs
@@ -460,9 +460,9 @@ mypy-boto3-timestream-write==1.40.55
     # via boto3-stubs
 mypy-boto3-transcribe==1.40.52
     # via boto3-stubs
-mypy-boto3-verifiedpermissions==1.40.59
+mypy-boto3-verifiedpermissions==1.40.70
     # via boto3-stubs
-mypy-boto3-wafv2==1.40.49
+mypy-boto3-wafv2==1.40.70
     # via boto3-stubs
 mypy-boto3-xray==1.40.61
     # via boto3-stubs
@@ -522,7 +522,7 @@ ply==3.11
     #   jsonpath-ng
     #   jsonpath-rw
     #   pandoc
-pre-commit==4.3.0
+pre-commit==4.4.0
     # via localstack-core
 priority==1.3.0
     # via
@@ -546,11 +546,11 @@ pyasn1==0.6.1
     # via rsa
 pycparser==2.23
     # via cffi
-pydantic==2.12.3
+pydantic==2.12.4
     # via
     #   aws-sam-translator
     #   localstack-core
-pydantic-core==2.41.4
+pydantic-core==2.41.5
     # via pydantic
 pygments==2.19.2
     # via
@@ -562,7 +562,7 @@ pyopenssl==25.3.0
     # via
     #   localstack-core
     #   localstack-twisted
-pypandoc==1.15
+pypandoc==1.16
     # via localstack-core
 pyparsing==3.2.5
     # via moto-ext
@@ -647,7 +647,7 @@ rsa==4.7.2
     # via awscli
 rstr==3.2.2
     # via localstack-core
-ruff==0.14.3
+ruff==0.14.4
     # via localstack-core
 s3transfer==0.14.0
     # via
@@ -667,7 +667,7 @@ sniffio==1.3.1
     # via anyio
 sympy==1.14.0
     # via cfn-lint
-typeguard==2.13.3
+typeguard==4.2.1
     # via
     #   aws-cdk-asset-awscli-v1
     #   aws-cdk-asset-node-proxy-agent-v6
@@ -675,7 +675,7 @@ typeguard==2.13.3
     #   aws-cdk-lib
     #   constructs
     #   jsii
-types-awscrt==0.28.2
+types-awscrt==0.28.4
     # via botocore-stubs
 types-s3transfer==0.14.0
     # via boto3-stubs
@@ -713,7 +713,7 @@ werkzeug==3.1.3
     #   openapi-core
     #   pytest-httpserver
     #   rolo
-wrapt==2.0.0
+wrapt==2.0.1
     # via aws-xray-sdk
 wsproto==1.2.0
     # via hypercorn
@@ -721,7 +721,7 @@ xmltodict==1.0.2
     # via
     #   localstack-core
     #   moto-ext
-zope-interface==8.0.1
+zope-interface==8.1
     # via localstack-twisted
 
 # The following packages are considered to be unsafe in a requirements file:

From 672663ec82484c60dbad80a411899a21f82fec14 Mon Sep 17 00:00:00 2001
From: Alex Rashed <2796604+alexrashed@users.noreply.github.com>
Date: Tue, 11 Nov 2025 09:07:56 +0100
Subject: [PATCH 365/697] update kinesis-mock from 0.4.13 to 0.4.14 (#13360)

---
 localstack-core/localstack/services/kinesis/packages.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/localstack-core/localstack/services/kinesis/packages.py b/localstack-core/localstack/services/kinesis/packages.py
index 1d0615d3fc109..f78786f4bdab2 100644
--- a/localstack-core/localstack/services/kinesis/packages.py
+++ b/localstack-core/localstack/services/kinesis/packages.py
@@ -7,7 +7,7 @@
 from localstack.packages.core import GitHubReleaseInstaller, NodePackageInstaller
 from localstack.packages.java import JavaInstallerMixin, java_package
 
-_KINESIS_MOCK_VERSION = os.environ.get("KINESIS_MOCK_VERSION") or "0.4.13"
+_KINESIS_MOCK_VERSION = os.environ.get("KINESIS_MOCK_VERSION") or "0.4.14"
 
 
 class KinesisMockEngine(StrEnum):

From f7297217d447ffb8918ede4129e3d621e37c4152 Mon Sep 17 00:00:00 2001
From: Steve Purcell <steve@sanityinc.com>
Date: Tue, 11 Nov 2025 23:18:33 +1300
Subject: [PATCH 366/697] Explicitly fix import order when regenerating ASF
 modules (#13362)

---
 Makefile | 1 +
 1 file changed, 1 insertion(+)

diff --git a/Makefile b/Makefile
index 1e926feba1fbe..ccaa5762c0bfb 100644
--- a/Makefile
+++ b/Makefile
@@ -144,6 +144,7 @@ asf-regenerate:                   ## Regenerate ASF APIs
 	$(VENV_RUN); python -m localstack.aws.scaffold upgrade
 	@echo 'Removing unused imports from generated modules'
 	$(VENV_RUN); python -m ruff check --select F401 --unsafe-fixes --fix localstack-core/localstack/aws/api/ --config "lint.preview = true"
+	$(VENV_RUN); python -m ruff check --output-format=full --fix localstack-core/localstack/aws/api/
 	$(VENV_RUN); python -m ruff format localstack-core/localstack/aws/api/
 
 init-precommit:    		  ## install te pre-commit hook into your local git repository

From e88bd81d63cda511d879df79a65ee278707f8200 Mon Sep 17 00:00:00 2001
From: Viren Nadkarni <viren.nadkarni@localstack.cloud>
Date: Wed, 12 Nov 2025 10:46:01 +0530
Subject: [PATCH 367/697] Update Boto3 stubs (#13367)

---
 localstack-core/localstack/utils/aws/client_types.py | 8 --------
 pyproject.toml                                       | 2 +-
 2 files changed, 1 insertion(+), 9 deletions(-)

diff --git a/localstack-core/localstack/utils/aws/client_types.py b/localstack-core/localstack/utils/aws/client_types.py
index 9a27171a209e4..6dd92e1fc55bf 100644
--- a/localstack-core/localstack/utils/aws/client_types.py
+++ b/localstack-core/localstack/utils/aws/client_types.py
@@ -65,7 +65,6 @@
     from mypy_boto3_iotwireless import IoTWirelessClient
     from mypy_boto3_kafka import KafkaClient
     from mypy_boto3_kinesis import KinesisClient
-    from mypy_boto3_kinesisanalytics import KinesisAnalyticsClient
     from mypy_boto3_kinesisanalyticsv2 import KinesisAnalyticsV2Client
     from mypy_boto3_kms import KMSClient
     from mypy_boto3_lakeformation import LakeFormationClient
@@ -82,8 +81,6 @@
     from mypy_boto3_pi import PIClient
     from mypy_boto3_pinpoint import PinpointClient
     from mypy_boto3_pipes import EventBridgePipesClient
-    from mypy_boto3_qldb import QLDBClient
-    from mypy_boto3_qldb_session import QLDBSessionClient
     from mypy_boto3_rds import RDSClient
     from mypy_boto3_rds_data import RDSDataServiceClient
     from mypy_boto3_redshift import RedshiftClient
@@ -191,9 +188,6 @@ class TypedServiceClientFactory(abc.ABC):
     iotwireless: Union["IoTWirelessClient", "MetadataRequestInjector[IoTWirelessClient]"]
     kafka: Union["KafkaClient", "MetadataRequestInjector[KafkaClient]"]
     kinesis: Union["KinesisClient", "MetadataRequestInjector[KinesisClient]"]
-    kinesisanalytics: Union[
-        "KinesisAnalyticsClient", "MetadataRequestInjector[KinesisAnalyticsClient]"
-    ]
     kinesisanalyticsv2: Union[
         "KinesisAnalyticsV2Client", "MetadataRequestInjector[KinesisAnalyticsV2Client]"
     ]
@@ -214,8 +208,6 @@ class TypedServiceClientFactory(abc.ABC):
     pi: Union["PIClient", "MetadataRequestInjector[PIClient]"]
     pinpoint: Union["PinpointClient", "MetadataRequestInjector[PinpointClient]"]
     pipes: Union["EventBridgePipesClient", "MetadataRequestInjector[EventBridgePipesClient]"]
-    qldb: Union["QLDBClient", "MetadataRequestInjector[QLDBClient]"]
-    qldb_session: Union["QLDBSessionClient", "MetadataRequestInjector[QLDBSessionClient]"]
     rds: Union["RDSClient", "MetadataRequestInjector[RDSClient]"]
     rds_data: Union["RDSDataServiceClient", "MetadataRequestInjector[RDSDataServiceClient]"]
     redshift: Union["RedshiftClient", "MetadataRequestInjector[RedshiftClient]"]
diff --git a/pyproject.toml b/pyproject.toml
index b9e79bd2de29b..8768f0052d5f6 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -144,7 +144,7 @@ typehint = [
     # typehint is an optional extension of the dev dependencies
     "localstack-core[dev]",
     # pinned / updated by ASF update action
-    "boto3-stubs[acm,acm-pca,amplify,apigateway,apigatewayv2,appconfig,appconfigdata,application-autoscaling,appsync,athena,autoscaling,backup,batch,ce,cloudcontrol,cloudformation,cloudfront,cloudtrail,cloudwatch,codebuild,codecommit,codeconnections,codedeploy,codepipeline,codestar-connections,cognito-identity,cognito-idp,dms,docdb,dynamodb,dynamodbstreams,ec2,ecr,ecs,efs,eks,elasticache,elasticbeanstalk,elbv2,emr,emr-serverless,es,events,firehose,fis,glacier,glue,iam,identitystore,iot,iot-data,iotanalytics,iotwireless,kafka,kinesis,kinesisanalytics,kinesisanalyticsv2,kms,lakeformation,lambda,logs,managedblockchain,mediaconvert,mediastore,mq,mwaa,neptune,opensearch,organizations,pi,pipes,pinpoint,qldb,qldb-session,rds,rds-data,redshift,redshift-data,resource-groups,resourcegroupstaggingapi,route53,route53resolver,s3,s3control,sagemaker,sagemaker-runtime,secretsmanager,serverlessrepo,servicediscovery,ses,sesv2,sns,sqs,ssm,sso-admin,stepfunctions,sts,timestream-query,timestream-write,transcribe,verifiedpermissions,wafv2,xray]",
+    "boto3-stubs[acm,acm-pca,amplify,apigateway,apigatewayv2,appconfig,appconfigdata,application-autoscaling,appsync,athena,autoscaling,backup,batch,ce,cloudcontrol,cloudformation,cloudfront,cloudtrail,cloudwatch,codebuild,codecommit,codeconnections,codedeploy,codepipeline,codestar-connections,cognito-identity,cognito-idp,dms,docdb,dynamodb,dynamodbstreams,ec2,ecr,ecs,efs,eks,elasticache,elasticbeanstalk,elbv2,emr,emr-serverless,es,events,firehose,fis,glacier,glue,iam,identitystore,iot,iot-data,iotanalytics,iotwireless,kafka,kinesis,kinesisanalyticsv2,kms,lakeformation,lambda,logs,managedblockchain,mediaconvert,mediastore,mq,mwaa,neptune,opensearch,organizations,pi,pipes,pinpoint,rds,rds-data,redshift,redshift-data,resource-groups,resourcegroupstaggingapi,route53,route53resolver,s3,s3control,sagemaker,sagemaker-runtime,secretsmanager,serverlessrepo,servicediscovery,ses,sesv2,sns,sqs,ssm,sso-admin,stepfunctions,sts,timestream-query,timestream-write,transcribe,verifiedpermissions,wafv2,xray]",
 ]
 
 [tool.setuptools]

From f303c157f29f48f6ac686d64abc331f211735a0f Mon Sep 17 00:00:00 2001
From: Nikos <nikos.michas@localstack.cloud>
Date: Wed, 12 Nov 2025 09:52:11 +0200
Subject: [PATCH 368/697] Fix DNS port mapping in localstack.dev.kubernetes
 (#13361)

---
 localstack-core/localstack/dev/kubernetes/__main__.py | 10 +---------
 1 file changed, 1 insertion(+), 9 deletions(-)

diff --git a/localstack-core/localstack/dev/kubernetes/__main__.py b/localstack-core/localstack/dev/kubernetes/__main__.py
index 255bd51cfce91..81d11a08b1381 100644
--- a/localstack-core/localstack/dev/kubernetes/__main__.py
+++ b/localstack-core/localstack/dev/kubernetes/__main__.py
@@ -189,15 +189,7 @@ def generate_k8s_cluster_config(
                 "nodeFilters": [
                     "server:0",
                 ],
-                "port": f"{dns_port}:{EDGE_SERVICE_DNS_PORT}/udp",
-            }
-        )
-        ports.append(
-            {
-                "nodeFilters": [
-                    "server:0",
-                ],
-                "port": f"{dns_port}:{EDGE_SERVICE_DNS_PORT}/tcp",
+                "port": f"{dns_port}:{EDGE_SERVICE_DNS_PORT}",
             }
         )
 

From 3e6c1255a75eaf335e820a82e228cf6c1de1ffce Mon Sep 17 00:00:00 2001
From: Alex Rashed <2796604+alexrashed@users.noreply.github.com>
Date: Wed, 12 Nov 2025 13:51:53 +0100
Subject: [PATCH 369/697] update kinesis-mock from 0.4.14 to 0.5.1 (#13371)

---
 localstack-core/localstack/services/kinesis/packages.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/localstack-core/localstack/services/kinesis/packages.py b/localstack-core/localstack/services/kinesis/packages.py
index f78786f4bdab2..a6b4138a937b7 100644
--- a/localstack-core/localstack/services/kinesis/packages.py
+++ b/localstack-core/localstack/services/kinesis/packages.py
@@ -7,7 +7,7 @@
 from localstack.packages.core import GitHubReleaseInstaller, NodePackageInstaller
 from localstack.packages.java import JavaInstallerMixin, java_package
 
-_KINESIS_MOCK_VERSION = os.environ.get("KINESIS_MOCK_VERSION") or "0.4.14"
+_KINESIS_MOCK_VERSION = os.environ.get("KINESIS_MOCK_VERSION") or "0.5.1"
 
 
 class KinesisMockEngine(StrEnum):

From c1abe8d70357e76503af3c0d17457a013ab5fee4 Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Wed, 12 Nov 2025 14:25:31 +0100
Subject: [PATCH 370/697] S3: fix `aws-global` as location constraint (#13353)

---
 .../localstack/services/s3/provider.py        |  2 +-
 tests/aws/services/s3/test_s3.py              | 16 ++++++++++
 tests/aws/services/s3/test_s3.snapshot.json   | 31 +++++++++++++++++++
 tests/aws/services/s3/test_s3.validation.json | 18 +++++++++++
 4 files changed, 66 insertions(+), 1 deletion(-)

diff --git a/localstack-core/localstack/services/s3/provider.py b/localstack-core/localstack/services/s3/provider.py
index 9f65e9816a8de..a1e7be5d7de12 100644
--- a/localstack-core/localstack/services/s3/provider.py
+++ b/localstack-core/localstack/services/s3/provider.py
@@ -502,7 +502,7 @@ def create_bucket(
                 raise MalformedXML()
 
             if context.region == AWS_REGION_US_EAST_1:
-                if bucket_region == "us-east-1":
+                if bucket_region in ("us-east-1", "aws-global"):
                     raise InvalidLocationConstraint(
                         "The specified location-constraint is not valid",
                         LocationConstraint=bucket_region,
diff --git a/tests/aws/services/s3/test_s3.py b/tests/aws/services/s3/test_s3.py
index f6d391a676690..d29aa9247db60 100644
--- a/tests/aws/services/s3/test_s3.py
+++ b/tests/aws/services/s3/test_s3.py
@@ -4234,6 +4234,22 @@ def test_create_bucket_aws_global(
         assert head_response.status_code == 400
         assert not head_response.content
 
+    @markers.aws.validated
+    @pytest.mark.parametrize("client_region", [AWS_REGION_US_EAST_1, "us-west-1"])
+    def test_bucket_constraint_aws_global(
+        self, s3_create_bucket_with_client, snapshot, aws_client_factory, client_region
+    ):
+        snapshot.add_transformer(snapshot.transform.s3_api())
+        bucket_name = f"bucket-{short_uid()}"
+        us_east_1_client = aws_client_factory(region_name=client_region).s3
+        with pytest.raises(ClientError) as e:
+            s3_create_bucket_with_client(
+                us_east_1_client,
+                Bucket=bucket_name,
+                CreateBucketConfiguration={"LocationConstraint": "aws-global"},
+            )
+        snapshot.match("aws-global-constraint", e.value.response)
+
     @markers.aws.validated
     def test_bucket_does_not_exist(self, s3_vhost_client, snapshot, aws_client):
         snapshot.add_transformer(snapshot.transform.s3_api())
diff --git a/tests/aws/services/s3/test_s3.snapshot.json b/tests/aws/services/s3/test_s3.snapshot.json
index 6ee1e63e01c05..448f190721335 100644
--- a/tests/aws/services/s3/test_s3.snapshot.json
+++ b/tests/aws/services/s3/test_s3.snapshot.json
@@ -18335,5 +18335,36 @@
         }
       }
     }
+  },
+  "tests/aws/services/s3/test_s3.py::TestS3::test_bucket_constraint_aws_global[us-east-1]": {
+    "recorded-date": "07-11-2025, 16:16:25",
+    "recorded-content": {
+      "aws-global-constraint": {
+        "Error": {
+          "Code": "InvalidLocationConstraint",
+          "LocationConstraint": "aws-global",
+          "Message": "The specified location-constraint is not valid"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/s3/test_s3.py::TestS3::test_bucket_constraint_aws_global[us-west-1]": {
+    "recorded-date": "07-11-2025, 16:16:26",
+    "recorded-content": {
+      "aws-global-constraint": {
+        "Error": {
+          "Code": "IllegalLocationConstraintException",
+          "Message": "The aws-global location constraint is incompatible for the region specific endpoint this request was sent to."
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/s3/test_s3.validation.json b/tests/aws/services/s3/test_s3.validation.json
index 1b11336d85254..37936ba90bc93 100644
--- a/tests/aws/services/s3/test_s3.validation.json
+++ b/tests/aws/services/s3/test_s3.validation.json
@@ -2,6 +2,24 @@
   "tests/aws/services/s3/test_s3.py::TestS3::test_bucket_availability": {
     "last_validated_date": "2025-01-21T18:30:41+00:00"
   },
+  "tests/aws/services/s3/test_s3.py::TestS3::test_bucket_constraint_aws_global[us-east-1]": {
+    "last_validated_date": "2025-11-07T16:16:25+00:00",
+    "durations_in_seconds": {
+      "setup": 0.47,
+      "call": 0.46,
+      "teardown": 0.01,
+      "total": 0.94
+    }
+  },
+  "tests/aws/services/s3/test_s3.py::TestS3::test_bucket_constraint_aws_global[us-west-1]": {
+    "last_validated_date": "2025-11-07T16:16:26+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.67,
+      "teardown": 0.01,
+      "total": 0.68
+    }
+  },
   "tests/aws/services/s3/test_s3.py::TestS3::test_bucket_does_not_exist": {
     "last_validated_date": "2025-01-21T18:34:13+00:00"
   },

From a44ff9cc161666fb0dc4cbe6bd778ee1314bb5bb Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Thu, 13 Nov 2025 20:43:38 +0000
Subject: [PATCH 371/697] CFn: raise validation error in get-template if no
 arguments (#13380)

---
 .../services/cloudformation/v2/provider.py       |  8 ++++----
 .../cloudformation/api/test_templates.py         |  8 ++++++++
 .../api/test_templates.snapshot.json             | 16 ++++++++++++++++
 .../api/test_templates.validation.json           |  9 +++++++++
 4 files changed, 37 insertions(+), 4 deletions(-)

diff --git a/localstack-core/localstack/services/cloudformation/v2/provider.py b/localstack-core/localstack/services/cloudformation/v2/provider.py
index 06ad696ddec14..50d1f131d4ab8 100644
--- a/localstack-core/localstack/services/cloudformation/v2/provider.py
+++ b/localstack-core/localstack/services/cloudformation/v2/provider.py
@@ -135,15 +135,15 @@
 
 
 def is_stack_arn(stack_name_or_id: str) -> bool:
-    return ARN_STACK_REGEX.match(stack_name_or_id) is not None
+    return stack_name_or_id and ARN_STACK_REGEX.match(stack_name_or_id) is not None
 
 
 def is_changeset_arn(change_set_name_or_id: str) -> bool:
-    return ARN_CHANGESET_REGEX.match(change_set_name_or_id) is not None
+    return change_set_name_or_id and ARN_CHANGESET_REGEX.match(change_set_name_or_id) is not None
 
 
 def is_stack_set_arn(stack_set_name_or_id: str) -> bool:
-    return ARN_STACK_SET_REGEX.match(stack_set_name_or_id) is not None
+    return stack_set_name_or_id and ARN_STACK_SET_REGEX.match(stack_set_name_or_id) is not None
 
 
 class StackNotFoundError(ValidationError):
@@ -1388,7 +1388,7 @@ def get_template(
                     stack_name, message_override=f"Stack with id {stack_name} does not exist"
                 )
         else:
-            raise StackNotFoundError(stack_name)
+            raise ValidationError("StackName is required if ChangeSetName is not specified.")
 
         if template_stage == TemplateStage.Processed and "Transform" in stack.template_body:
             template_body = json.dumps(stack.processed_template)
diff --git a/tests/aws/services/cloudformation/api/test_templates.py b/tests/aws/services/cloudformation/api/test_templates.py
index cf15c61588810..20a4203582264 100644
--- a/tests/aws/services/cloudformation/api/test_templates.py
+++ b/tests/aws/services/cloudformation/api/test_templates.py
@@ -191,6 +191,14 @@ def test_validate_invalid_json_template_should_fail(aws_client, snapshot):
     snapshot.match("validate-invalid-json", ctx.value.response)
 
 
+@skip_if_legacy_engine()
+@markers.aws.validated
+def test_get_template_no_arguments(aws_client, snapshot):
+    with pytest.raises(ClientError) as exc_info:
+        aws_client.cloudformation.get_template()
+    snapshot.match("stack-error", exc_info.value.response)
+
+
 @markers.aws.validated
 def test_get_template_missing_resources_stack(aws_client, snapshot):
     with pytest.raises(ClientError) as exc_info:
diff --git a/tests/aws/services/cloudformation/api/test_templates.snapshot.json b/tests/aws/services/cloudformation/api/test_templates.snapshot.json
index 1b494587a1bd0..107fe3aff55db 100644
--- a/tests/aws/services/cloudformation/api/test_templates.snapshot.json
+++ b/tests/aws/services/cloudformation/api/test_templates.snapshot.json
@@ -243,5 +243,21 @@
         }
       }
     }
+  },
+  "tests/aws/services/cloudformation/api/test_templates.py::test_get_template_no_arguments": {
+    "recorded-date": "13-11-2025, 16:48:31",
+    "recorded-content": {
+      "stack-error": {
+        "Error": {
+          "Code": "ValidationError",
+          "Message": "StackName is required if ChangeSetName is not specified.",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/cloudformation/api/test_templates.validation.json b/tests/aws/services/cloudformation/api/test_templates.validation.json
index 005512b992a0b..c91c6606038b5 100644
--- a/tests/aws/services/cloudformation/api/test_templates.validation.json
+++ b/tests/aws/services/cloudformation/api/test_templates.validation.json
@@ -47,6 +47,15 @@
       "total": 1.19
     }
   },
+  "tests/aws/services/cloudformation/api/test_templates.py::test_get_template_no_arguments": {
+    "last_validated_date": "2025-11-13T16:48:31+00:00",
+    "durations_in_seconds": {
+      "setup": 1.54,
+      "call": 0.19,
+      "teardown": 0.0,
+      "total": 1.73
+    }
+  },
   "tests/aws/services/cloudformation/api/test_templates.py::test_get_template_summary": {
     "last_validated_date": "2023-05-24T13:05:00+00:00"
   },

From 3deb89bf0a4401e52a8660a46670e30bf4bb06c4 Mon Sep 17 00:00:00 2001
From: Marcus Boorstin <mboorstin@circle.com>
Date: Fri, 14 Nov 2025 02:11:44 -0500
Subject: [PATCH 372/697] Add support for recipient for KMS Decrypt (#13343)

---
 .../localstack/services/kms/provider.py       |  45 +++++++-
 localstack-core/localstack/utils/crypto.py    | 109 ++++++++++++++++++
 pyproject.toml                                |   1 +
 requirements-base-runtime.txt                 |   2 +
 requirements-basic.txt                        |   2 +
 requirements-dev.txt                          |   4 +
 requirements-runtime.txt                      |   4 +
 requirements-test.txt                         |   4 +
 requirements-typehint.txt                     |   4 +
 tests/aws/services/kms/test_kms.py            | 104 +++++++++++++++++
 10 files changed, 276 insertions(+), 3 deletions(-)

diff --git a/localstack-core/localstack/services/kms/provider.py b/localstack-core/localstack/services/kms/provider.py
index be5abc2728832..3d930d2f321a1 100644
--- a/localstack-core/localstack/services/kms/provider.py
+++ b/localstack-core/localstack/services/kms/provider.py
@@ -4,10 +4,13 @@
 import logging
 import os
 
+from cbor2 import loads as cbor2_loads
 from cryptography.exceptions import InvalidTag
 from cryptography.hazmat.backends import default_backend
 from cryptography.hazmat.primitives import hashes, keywrap
 from cryptography.hazmat.primitives.asymmetric import padding
+from cryptography.hazmat.primitives.asymmetric.rsa import RSAPublicKey
+from cryptography.hazmat.primitives.serialization import load_der_public_key
 
 from localstack.aws.api import CommonServiceException, RequestContext, handler
 from localstack.aws.api.kms import (
@@ -138,6 +141,7 @@
 from localstack.utils.aws.arns import get_partition, kms_alias_arn, parse_arn
 from localstack.utils.collections import PaginatedList
 from localstack.utils.common import select_attributes
+from localstack.utils.crypto import pkcs7_envelope_encrypt
 from localstack.utils.strings import short_uid, to_bytes, to_str
 
 LOG = logging.getLogger(__name__)
@@ -1075,6 +1079,25 @@ def decrypt(
         self._validate_key_for_encryption_decryption(context, key)
         self._validate_key_state_not_pending_import(key)
 
+        # Handle the recipient field.  This is used by AWS Nitro to re-encrypt the plaintext to the key specified
+        # by the enclave.  Proper support for this will take significant work to figure out how to model enforcing
+        # the attestation measurements; for now, if recipient is specified and has an attestation doc in it including
+        # a public key where it's expected to be, we encrypt to that public key.  This at least allows users to use
+        # localstack as a drop-in replacement for AWS when testing without having to skip the secondary decryption
+        # when using localstack.
+        recipient_pubkey = None
+        if recipient:
+            attestation_document = recipient["AttestationDocument"]
+            # We do all of this in a try/catch and warn if it fails so that if users are currently passing a nonsense
+            # value we don't break it for them.  In the future we could do a breaking change to require a valid attestation
+            # (or at least one that contains the public key).
+            try:
+                recipient_pubkey = self._extract_attestation_pubkey(attestation_document)
+            except Exception as e:
+                logging.warning(
+                    "Unable to extract public key from non-empty attestation document: %s", e
+                )
+
         try:
             # TODO: Extend the implementation to handle additional encryption/decryption scenarios
             # beyond the current support for offline encryption and online decryption using RSA keys if key id exists in
@@ -1088,20 +1111,27 @@ def decrypt(
                 plaintext = key.decrypt(ciphertext, encryption_context)
         except InvalidTag:
             raise InvalidCiphertextException()
+
         # For compatibility, we return EncryptionAlgorithm values expected from AWS. But LocalStack currently always
         # encrypts with symmetric encryption no matter the key settings.
         #
         # We return a key ARN instead of KeyId despite the name of the parameter, as this is what AWS does and states
         # in its docs.
-        # TODO add support for "recipient"
         #  https://docs.aws.amazon.com/kms/latest/APIReference/API_Decrypt.html#API_Decrypt_RequestSyntax
         # TODO add support for "dry_run"
-        return DecryptResponse(
+        response = DecryptResponse(
             KeyId=key.metadata.get("Arn"),
-            Plaintext=plaintext,
             EncryptionAlgorithm=encryption_algorithm,
         )
 
+        # Encrypt to the recipient pubkey if specified.  Otherwise, return the actual plaintext
+        if recipient_pubkey:
+            response["CiphertextForRecipient"] = pkcs7_envelope_encrypt(plaintext, recipient_pubkey)
+        else:
+            response["Plaintext"] = plaintext
+
+        return response
+
     def get_parameters_for_import(
         self,
         context: RequestContext,
@@ -1559,6 +1589,15 @@ def _validate_grant_request(self, data: dict):
                     f" constraint: [Member must satisfy enum value set: {VALID_OPERATIONS}]"
                 )
 
+    def _extract_attestation_pubkey(self, attestation_document: bytes) -> RSAPublicKey:
+        # The attestation document comes as a COSE (CBOR Object Signing and Encryption) object: the CBOR
+        # attestation is signed and then the attestation and signature are again CBOR-encoded.  For now
+        # we don't bother validating the signature, though in the future we could.
+        cose_document = cbor2_loads(attestation_document)
+        attestation = cbor2_loads(cose_document[2])
+        public_key_bytes = attestation["public_key"]
+        return load_der_public_key(public_key_bytes)
+
     def _decrypt_wrapped_key_material(
         self,
         import_state: KeyImportState,
diff --git a/localstack-core/localstack/utils/crypto.py b/localstack-core/localstack/utils/crypto.py
index dc9f50947c905..70de3cec0da2b 100644
--- a/localstack-core/localstack/utils/crypto.py
+++ b/localstack-core/localstack/utils/crypto.py
@@ -4,7 +4,13 @@
 import re
 import threading
 
+from asn1crypto import algos, cms, core
+from asn1crypto import x509 as asn1_x509
 from cryptography.hazmat.backends import default_backend
+from cryptography.hazmat.primitives import hashes
+from cryptography.hazmat.primitives import padding as sym_padding
+from cryptography.hazmat.primitives.asymmetric import padding
+from cryptography.hazmat.primitives.asymmetric.rsa import RSAPublicKey
 from cryptography.hazmat.primitives.ciphers import Cipher, algorithms, modes
 
 from .files import TMP_FILES, file_exists_not_empty, load_file, new_tmp_file, save_file
@@ -26,6 +32,11 @@
 PEM_KEY_START_REGEX = r"-----BEGIN(.*)PRIVATE KEY-----"
 PEM_KEY_END_REGEX = r"-----END(.*)PRIVATE KEY-----"
 
+OID_AES256_CBC = "2.16.840.1.101.3.4.1.42"
+OID_MGF1 = "1.2.840.113549.1.1.8"
+OID_RSAES_OAEP = "1.2.840.113549.1.1.7"
+OID_SHA256 = "2.16.840.1.101.3.4.2.1"
+
 
 @synchronized(lock=SSL_CERT_LOCK)
 def generate_ssl_cert(
@@ -183,3 +194,101 @@ def decrypt(
     decrypted = decryptor.update(encrypted) + decryptor.finalize()
     decrypted = unpad(decrypted)
     return decrypted
+
+
+def pkcs7_envelope_encrypt(plaintext: bytes, recipient_pubkey: RSAPublicKey) -> bytes:
+    """
+    Create a PKCS7 wrapper of some plaintext decryptable by recipient_pubkey.  Uses RSA-OAEP with SHA-256
+    to encrypt the AES-256-CBC content key.  Hazmat's PKCS7EnvelopeBuilder doesn't support RSA-OAEP with SHA-256,
+    so we need to build the pieces manually and then put them together in an envelope with asn1crypto.
+    """
+
+    # Encrypt the plaintext with an AES session key, then encrypt the session key to the recipient_pubkey
+    session_key = os.urandom(32)
+    iv = os.urandom(16)
+    encrypted_session_key = recipient_pubkey.encrypt(
+        session_key,
+        padding.OAEP(
+            mgf=padding.MGF1(algorithm=hashes.SHA256()), algorithm=hashes.SHA256(), label=None
+        ),
+    )
+    cipher = Cipher(algorithms.AES(session_key), modes.CBC(iv), backend=default_backend())
+    encryptor = cipher.encryptor()
+    padder = sym_padding.PKCS7(algorithms.AES.block_size).padder()
+    padded_plaintext = padder.update(plaintext) + padder.finalize()
+    encrypted_content = encryptor.update(padded_plaintext) + encryptor.finalize()
+
+    # Now put together the envelope.
+    # Add the recipient with their copy of the session key
+    recipient_identifier = cms.RecipientIdentifier(
+        name="issuer_and_serial_number",
+        value=cms.IssuerAndSerialNumber(
+            {
+                "issuer": asn1_x509.Name.build({"common_name": "recipient"}),
+                "serial_number": 1,
+            }
+        ),
+    )
+    key_enc_algorithm = cms.KeyEncryptionAlgorithm(
+        {
+            "algorithm": OID_RSAES_OAEP,
+            "parameters": algos.RSAESOAEPParams(
+                {
+                    "hash_algorithm": algos.DigestAlgorithm(
+                        {
+                            "algorithm": OID_SHA256,
+                        }
+                    ),
+                    "mask_gen_algorithm": algos.MaskGenAlgorithm(
+                        {
+                            "algorithm": OID_MGF1,
+                            "parameters": algos.DigestAlgorithm(
+                                {
+                                    "algorithm": OID_SHA256,
+                                }
+                            ),
+                        }
+                    ),
+                }
+            ),
+        }
+    )
+    recipient_info = cms.KeyTransRecipientInfo(
+        {
+            "version": "v0",
+            "rid": recipient_identifier,
+            "key_encryption_algorithm": key_enc_algorithm,
+            "encrypted_key": encrypted_session_key,
+        }
+    )
+
+    # Add the encrypted content
+    content_enc_algorithm = cms.EncryptionAlgorithm(
+        {
+            "algorithm": OID_AES256_CBC,
+            "parameters": core.OctetString(iv),
+        }
+    )
+    encrypted_content_info = cms.EncryptedContentInfo(
+        {
+            "content_type": "data",
+            "content_encryption_algorithm": content_enc_algorithm,
+            "encrypted_content": encrypted_content,
+        }
+    )
+    enveloped_data = cms.EnvelopedData(
+        {
+            "version": "v0",
+            "recipient_infos": [recipient_info],
+            "encrypted_content_info": encrypted_content_info,
+        }
+    )
+
+    # Finally add a wrapper and return its bytes
+    content_info = cms.ContentInfo(
+        {
+            "content_type": "enveloped_data",
+            "content": enveloped_data,
+        }
+    )
+    return content_info.dump()
diff --git a/pyproject.toml b/pyproject.toml
index 8768f0052d5f6..2bca6071b1f73 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -12,6 +12,7 @@ description = "The core library and runtime of LocalStack"
 license = "Apache-2.0"
 requires-python = ">=3.10"
 dependencies = [
+    "asn1crypto>=1.5.1",
     "click>=7.1",
     "cachetools>=5.0",
     "cryptography",
diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index 2ef7bafd63fc3..e3f49b189f3de 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -4,6 +4,8 @@
 #
 #    pip-compile --extra=base-runtime --output-file=requirements-base-runtime.txt --strip-extras --unsafe-package=distribute --unsafe-package=localstack-core --unsafe-package=pip --unsafe-package=setuptools pyproject.toml
 #
+asn1crypto==1.5.1
+    # via localstack-core (pyproject.toml)
 attrs==25.4.0
     # via
     #   jsonschema
diff --git a/requirements-basic.txt b/requirements-basic.txt
index 36fd8e89157cc..62e2b68f315e7 100644
--- a/requirements-basic.txt
+++ b/requirements-basic.txt
@@ -4,6 +4,8 @@
 #
 #    pip-compile --output-file=requirements-basic.txt --strip-extras --unsafe-package=distribute --unsafe-package=localstack-core --unsafe-package=pip --unsafe-package=setuptools pyproject.toml
 #
+asn1crypto==1.5.1
+    # via localstack-core (pyproject.toml)
 cachetools==6.2.1
     # via localstack-core (pyproject.toml)
 certifi==2025.10.5
diff --git a/requirements-dev.txt b/requirements-dev.txt
index 6362102a58f12..cddbd8a7c006b 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -18,6 +18,10 @@ apispec==6.8.4
     # via localstack-core
 argparse==1.4.0
     # via kclpy-ext
+asn1crypto==1.5.1
+    # via
+    #   localstack-core
+    #   localstack-core (pyproject.toml)
 attrs==25.4.0
     # via
     #   cattrs
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index 0bdd69d6a6e4d..829cf41edf073 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -16,6 +16,10 @@ apispec==6.8.4
     # via localstack-core (pyproject.toml)
 argparse==1.4.0
     # via kclpy-ext
+asn1crypto==1.5.1
+    # via
+    #   localstack-core
+    #   localstack-core (pyproject.toml)
 attrs==25.4.0
     # via
     #   jsonschema
diff --git a/requirements-test.txt b/requirements-test.txt
index aed1885ca6ebb..a07b4942f03fb 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -18,6 +18,10 @@ apispec==6.8.4
     # via localstack-core
 argparse==1.4.0
     # via kclpy-ext
+asn1crypto==1.5.1
+    # via
+    #   localstack-core
+    #   localstack-core (pyproject.toml)
 attrs==25.4.0
     # via
     #   cattrs
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index acfa93d29e7ce..47fbc94da3b01 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -18,6 +18,10 @@ apispec==6.8.4
     # via localstack-core
 argparse==1.4.0
     # via kclpy-ext
+asn1crypto==1.5.1
+    # via
+    #   localstack-core
+    #   localstack-core (pyproject.toml)
 attrs==25.4.0
     # via
     #   cattrs
diff --git a/tests/aws/services/kms/test_kms.py b/tests/aws/services/kms/test_kms.py
index ed8ec0ed43bbb..acf024206e866 100644
--- a/tests/aws/services/kms/test_kms.py
+++ b/tests/aws/services/kms/test_kms.py
@@ -6,12 +6,15 @@
 from datetime import datetime
 from random import getrandbits
 
+import cbor2
 import pytest
+from asn1crypto import cms
 from botocore.config import Config
 from botocore.exceptions import ClientError
 from cryptography.hazmat.backends import default_backend
 from cryptography.hazmat.primitives import hashes, hmac, serialization
 from cryptography.hazmat.primitives.asymmetric import ec, padding, rsa, utils
+from cryptography.hazmat.primitives.ciphers import Cipher, algorithms, modes
 from cryptography.hazmat.primitives.keywrap import aes_key_wrap_with_padding
 from cryptography.hazmat.primitives.serialization import load_der_public_key
 
@@ -2096,6 +2099,107 @@ def test_encrypt_decrypt_encryption_context(self, kms_create_key, snapshot, aws_
             )
         snapshot.match("decrypt_response_with_invalid_ciphertext", e.value.response)
 
+    @markers.aws.only_localstack
+    def test_decrypt_recipient(self, kms_create_key, aws_client):
+        """
+        Test that decryption to a Nitro recipient creates a correct PKCS7 envelope to that recipient.  This is done
+        as an only-Localstack test because of the difficulty of spinning up a true Nitro enclave to generate a real
+        attestation for real AWS.
+        """
+
+        # Setup
+        key_id = kms_create_key(KeyUsage="ENCRYPT_DECRYPT", KeySpec="SYMMETRIC_DEFAULT")["KeyId"]
+        message = b"test message 123 !%$@ 1234567890"
+        ciphertext = aws_client.kms.encrypt(
+            KeyId=key_id,
+            Plaintext=base64.b64encode(message),
+            EncryptionAlgorithm="SYMMETRIC_DEFAULT",
+        )["CiphertextBlob"]
+
+        # Set up our fake attestation.  For now we just build a mini-attestation with only the public key, and
+        # skipping the other fields in it and the wrapping signature; in the future we could provide a more complete one.
+        rsa_key = rsa.generate_private_key(
+            public_exponent=65537,
+            key_size=2048,
+            backend=default_backend(),
+        )
+        der_public_key = rsa_key.public_key().public_bytes(
+            encoding=serialization.Encoding.DER,
+            format=serialization.PublicFormat.SubjectPublicKeyInfo,
+        )
+        inner_attestation = cbor2.dumps({"public_key": der_public_key})
+        wrapped_attestation = cbor2.dumps(["", "", inner_attestation, ""])
+        recipient = {"AttestationDocument": wrapped_attestation}
+
+        # Do the KMS call
+        ciphertext_for_recipient = aws_client.kms.decrypt(
+            KeyId=key_id,
+            CiphertextBlob=ciphertext,
+            EncryptionAlgorithm="SYMMETRIC_DEFAULT",
+            Recipient=recipient,
+        )["CiphertextForRecipient"]
+
+        # Decrypt the PKCS7 envelope to recover the plaintext.  Hazmat's pkcs7_decrypt_pem() doesn't support the RSA-OAEP
+        # with SHA-256 that AWS uses, so we use as1ncrypto to unpack the envelope and then Hazmat to decrypt
+        # the session key and then the plaintext.
+
+        # Parse the PKCS7 envelope
+        content_info = cms.ContentInfo.load(ciphertext_for_recipient)
+        enveloped_data = content_info["content"]
+
+        # Extract the encrypted session key and encrypted content
+        recipient_info = enveloped_data["recipient_infos"][0].chosen
+        encrypted_session_key = recipient_info["encrypted_key"].native
+        encrypted_content_info = enveloped_data["encrypted_content_info"]
+        encrypted_content = encrypted_content_info["encrypted_content"].native
+
+        # Get the IV from the content encryption algorithm parameters
+        iv = encrypted_content_info["content_encryption_algorithm"]["parameters"].native
+
+        # Decrypt the session key
+        session_key = rsa_key.decrypt(
+            encrypted_session_key,
+            padding.OAEP(
+                mgf=padding.MGF1(algorithm=hashes.SHA256()), algorithm=hashes.SHA256(), label=None
+            ),
+        )
+
+        # Decrypt the content using the session key and iv
+        cipher = Cipher(algorithms.AES(session_key), modes.CBC(iv), backend=default_backend())
+        decryptor = cipher.decryptor()
+        plaintext = decryptor.update(encrypted_content) + decryptor.finalize()
+
+        # Make sure we did the decryption correctly
+        assert base64.b64decode(plaintext) == message
+
+    @markers.aws.only_localstack
+    def test_decrypt_recipient_invalid_attestation(self, kms_create_key, aws_client):
+        """
+        Test that if we are unable to extract the public key from the attestation, we ignore the recipient
+        and provide the plaintext in the response.
+        """
+
+        # Setup
+        key_id = kms_create_key(KeyUsage="ENCRYPT_DECRYPT", KeySpec="SYMMETRIC_DEFAULT")["KeyId"]
+        message = b"test message 123 !%$@ 1234567890"
+        ciphertext = aws_client.kms.encrypt(
+            KeyId=key_id,
+            Plaintext=base64.b64encode(message),
+            EncryptionAlgorithm="SYMMETRIC_DEFAULT",
+        )["CiphertextBlob"]
+
+        # Invalid attestation document
+        recipient = {"AttestationDocument": base64.b64encode(b"invalidattestation")}
+        plaintext = aws_client.kms.decrypt(
+            KeyId=key_id,
+            CiphertextBlob=ciphertext,
+            EncryptionAlgorithm="SYMMETRIC_DEFAULT",
+            Recipient=recipient,
+        )["Plaintext"]
+
+        # Still get the plaintext back
+        assert base64.b64decode(plaintext) == message
+
     @markers.aws.validated
     def test_get_parameters_for_import(self, kms_create_key, snapshot, aws_client):
         sign_verify_key = kms_create_key(

From 82e393d3a1422273e841bbd1976e6c8d2ee85c84 Mon Sep 17 00:00:00 2001
From: Alex Rashed <2796604+alexrashed@users.noreply.github.com>
Date: Fri, 14 Nov 2025 12:01:41 +0100
Subject: [PATCH 373/697] remove pins on pip and pip-compile (#13370)

---
 .github/workflows/asf-updates.yml | 3 +--
 Makefile                          | 3 +--
 2 files changed, 2 insertions(+), 4 deletions(-)

diff --git a/.github/workflows/asf-updates.yml b/.github/workflows/asf-updates.yml
index a51e34629948d..a47f49d33001d 100644
--- a/.github/workflows/asf-updates.yml
+++ b/.github/workflows/asf-updates.yml
@@ -85,8 +85,7 @@ jobs:
           bin/release-helper.sh set-dep-ver awscli "==$AWSCLI_VERSION"
 
           # upgrade the requirements files only for the botocore package
-          # TODO: Avoid pip 25.3 for now due to https://github.com/jazzband/pip-tools/issues/2252
-          python3 -m pip install --upgrade "pip!=25.3" pip-tools
+          python3 -m pip install --upgrade pip pip-tools
           pip-compile --strip-extras --upgrade-package "botocore==$BOTOCORE_VERSION" --upgrade-package "boto3==$BOTOCORE_VERSION" --extra base-runtime -o requirements-base-runtime.txt pyproject.toml
           pip-compile --strip-extras --upgrade-package "botocore==$BOTOCORE_VERSION" --upgrade-package "boto3==$BOTOCORE_VERSION" --upgrade-package "awscli==$AWSCLI_VERSION" --extra runtime -o requirements-runtime.txt pyproject.toml
           pip-compile --strip-extras --upgrade-package "botocore==$BOTOCORE_VERSION" --upgrade-package "boto3==$BOTOCORE_VERSION" --upgrade-package "awscli==$AWSCLI_VERSION" --extra test -o requirements-test.txt pyproject.toml
diff --git a/Makefile b/Makefile
index ccaa5762c0bfb..391f797c95ccd 100644
--- a/Makefile
+++ b/Makefile
@@ -36,8 +36,7 @@ freeze:                   ## Run pip freeze -l in the virtual environment
 	@$(VENV_RUN); pip freeze -l
 
 upgrade-pinned-dependencies: venv
-	# TODO: Avoid pip 25.3 for now due to https://github.com/jazzband/pip-tools/issues/2252
-	$(VENV_RUN); $(PIP_CMD) install --upgrade "pip!=25.3" pip-tools pre-commit
+	$(VENV_RUN); $(PIP_CMD) install --upgrade pip pip-tools pre-commit
 	$(VENV_RUN); pip-compile --strip-extras --upgrade -o requirements-basic.txt pyproject.toml
 	$(VENV_RUN); pip-compile --strip-extras --upgrade --extra runtime -o requirements-runtime.txt pyproject.toml
 	$(VENV_RUN); pip-compile --strip-extras --upgrade --extra test -o requirements-test.txt pyproject.toml

From 008fe7f93d13464da4831b92c83e313018611909 Mon Sep 17 00:00:00 2001
From: Steve Purcell <steve@sanityinc.com>
Date: Sat, 15 Nov 2025 00:19:34 +1300
Subject: [PATCH 374/697] Update README.md for 4.10 (#13378)

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 2d3c9533e78f6..7bbefca9a735f 100644
--- a/README.md
+++ b/README.md
@@ -1,5 +1,5 @@
 <p align="center">
-:zap: We are thrilled to announce the release of <a href="https://blog.localstack.cloud/localstack-for-aws-release-v-4-9-0/">LocalStack 4.9</a> :zap:
+:zap: We are thrilled to announce the release of <a href="https://blog.localstack.cloud/localstack-for-aws-release-v-4-10-0/">LocalStack 4.10</a> :zap:
 </p>
 
 <p align="center">

From 9dfd4e1fda79137609c57080a1dd8cc72d9d8955 Mon Sep 17 00:00:00 2001
From: Sannya Singal <32308435+sannya-singal@users.noreply.github.com>
Date: Mon, 17 Nov 2025 10:33:30 +0530
Subject: [PATCH 375/697] Change error code from 500 to 501 in case plugin is
 not available in users license (#13344)

---
 localstack-core/localstack/aws/handlers/service.py | 12 +++++++++++-
 1 file changed, 11 insertions(+), 1 deletion(-)

diff --git a/localstack-core/localstack/aws/handlers/service.py b/localstack-core/localstack/aws/handlers/service.py
index 5d0c71b313a00..368f16b991a9f 100644
--- a/localstack-core/localstack/aws/handlers/service.py
+++ b/localstack-core/localstack/aws/handlers/service.py
@@ -7,6 +7,7 @@
 from typing import Any
 
 from botocore.model import OperationModel, ServiceModel
+from plux.core.plugin import PluginDisabled
 
 from localstack import config
 from localstack.http import Response
@@ -222,7 +223,16 @@ def create_exception_response(self, exception: Exception, context: RequestContex
                 operation = context.service.operation_model(context.service.operation_names[0])
                 msg = f"exception while calling {service_name} with unknown operation: {message}"
 
-            status_code = 501 if config.FAIL_FAST else 500
+            # Check for license restricted plugin message and set status code to 501
+            if (
+                isinstance(exception, PluginDisabled)
+                and "not part of the active license agreement"
+                in str(getattr(exception, "reason", "")).lower()
+            ):
+                status_code = 501
+                msg = f"exception while calling {service_name}.{operation.name}: {str(getattr(exception, 'reason', ''))}"
+            else:
+                status_code = 501 if config.FAIL_FAST else 500
 
             error = CommonServiceException(
                 "InternalError", msg, status_code=status_code

From db9171d37b7130d6e747fd92d51bbebaaebf81e7 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Carole=20Lavillonni=C3=A8re?=
 <carole-lavillonniere@users.noreply.github.com>
Date: Mon, 17 Nov 2025 13:21:05 +0100
Subject: [PATCH 376/697] upgrade lambda-runtime-init (#13385)

---
 localstack-core/localstack/services/lambda_/packages.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/localstack-core/localstack/services/lambda_/packages.py b/localstack-core/localstack/services/lambda_/packages.py
index 76bbad36eff05..b165a30c2f032 100644
--- a/localstack-core/localstack/services/lambda_/packages.py
+++ b/localstack-core/localstack/services/lambda_/packages.py
@@ -12,7 +12,7 @@
 """Customized LocalStack version of the AWS Lambda Runtime Interface Emulator (RIE).
 https://github.com/localstack/lambda-runtime-init/blob/localstack/README-LOCALSTACK.md
 """
-LAMBDA_RUNTIME_DEFAULT_VERSION = "v0.1.36-pre"
+LAMBDA_RUNTIME_DEFAULT_VERSION = "v0.1.37-pre"
 LAMBDA_RUNTIME_VERSION = config.LAMBDA_INIT_RELEASE_VERSION or LAMBDA_RUNTIME_DEFAULT_VERSION
 LAMBDA_RUNTIME_INIT_URL = "https://github.com/localstack/lambda-runtime-init/releases/download/{version}/aws-lambda-rie-{arch}"
 

From db1555a3e806d0d65a0a83c56751fa4707ee0c0f Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Mon, 17 Nov 2025 17:34:57 +0100
Subject: [PATCH 377/697] Update ASF APIs, Provider Signatures (#13382)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
Co-authored-by: Silvio Vasiljevic <silvio.vasiljevic@gmail.com>
---
 .../aws/api/cloudformation/__init__.py        | 75 ++++++++++++++++++-
 .../localstack/aws/api/ec2/__init__.py        | 44 +++++++++++
 .../localstack/aws/api/iam/__init__.py        | 67 +++++++++++++++++
 .../localstack/aws/api/redshift/__init__.py   | 22 ++++++
 .../localstack/aws/api/sts/__init__.py        | 24 ++++++
 .../services/cloudformation/provider.py       |  4 +-
 .../services/cloudformation/v2/provider.py    |  4 +-
 pyproject.toml                                |  6 +-
 requirements-base-runtime.txt                 |  4 +-
 requirements-dev.txt                          |  6 +-
 requirements-runtime.txt                      |  6 +-
 requirements-test.txt                         |  6 +-
 requirements-typehint.txt                     |  8 +-
 .../cloudformation/api/test_stacks.py         |  3 +-
 .../api/test_stacks.snapshot.json             | 11 ---
 15 files changed, 252 insertions(+), 38 deletions(-)

diff --git a/localstack-core/localstack/aws/api/cloudformation/__init__.py b/localstack-core/localstack/aws/api/cloudformation/__init__.py
index d03f61576e9f8..a3cbbf4b104e7 100644
--- a/localstack-core/localstack/aws/api/cloudformation/__init__.py
+++ b/localstack-core/localstack/aws/api/cloudformation/__init__.py
@@ -11,6 +11,8 @@
 AfterContext = str
 AfterValue = str
 AllowedValue = str
+AnnotationName = str
+AnnotationRemediationLink = str
 Arn = str
 AutoDeploymentNullable = bool
 AutoUpdate = bool
@@ -50,6 +52,7 @@
 HookInvocationId = str
 HookResultId = str
 HookStatusReason = str
+HookTargetId = str
 HookTargetTypeName = str
 HookType = str
 HookTypeArn = str
@@ -107,6 +110,8 @@
 RefreshAllResources = bool
 Region = str
 RegistrationToken = str
+RemediationMessageRemediationMessage = str
+RemediationMessageStatusMessage = str
 RequestToken = str
 RequiredProperty = bool
 ResourceIdentifier = str
@@ -204,6 +209,20 @@ class AccountGateStatus(StrEnum):
     SKIPPED = "SKIPPED"
 
 
+class AnnotationSeverityLevel(StrEnum):
+    INFORMATIONAL = "INFORMATIONAL"
+    LOW = "LOW"
+    MEDIUM = "MEDIUM"
+    HIGH = "HIGH"
+    CRITICAL = "CRITICAL"
+
+
+class AnnotationStatus(StrEnum):
+    PASSED = "PASSED"
+    FAILED = "FAILED"
+    SKIPPED = "SKIPPED"
+
+
 class AttributeChangeType(StrEnum):
     Add = "Add"
     Remove = "Remove"
@@ -377,6 +396,13 @@ class HookStatus(StrEnum):
     HOOK_FAILED = "HOOK_FAILED"
 
 
+class HookTargetAction(StrEnum):
+    CREATE = "CREATE"
+    UPDATE = "UPDATE"
+    DELETE = "DELETE"
+    IMPORT = "IMPORT"
+
+
 class HookTargetType(StrEnum):
     RESOURCE = "RESOURCE"
 
@@ -949,6 +975,18 @@ class ActivateTypeOutput(TypedDict, total=False):
 AllowedValues = list[AllowedValue]
 
 
+class Annotation(TypedDict, total=False):
+    AnnotationName: AnnotationName | None
+    Status: AnnotationStatus | None
+    StatusMessage: RemediationMessageStatusMessage | None
+    RemediationMessage: RemediationMessageRemediationMessage | None
+    RemediationLink: AnnotationRemediationLink | None
+    SeverityLevel: AnnotationSeverityLevel | None
+
+
+AnnotationList = list[Annotation]
+
+
 class AutoDeployment(TypedDict, total=False):
     Enabled: AutoDeploymentNullable | None
     RetainStacksOnAccountRemoval: RetainStacksOnAccountRemovalNullable | None
@@ -1586,7 +1624,7 @@ class DescribeStackDriftDetectionStatusOutput(TypedDict, total=False):
 
 
 class DescribeStackEventsInput(ServiceRequest):
-    StackName: StackName | None
+    StackName: StackName
     NextToken: NextToken | None
 
 
@@ -2040,6 +2078,33 @@ class GetGeneratedTemplateOutput(TypedDict, total=False):
     TemplateBody: TemplateBody | None
 
 
+class GetHookResultInput(ServiceRequest):
+    HookResultId: HookInvocationId | None
+
+
+class HookTarget(TypedDict, total=False):
+    TargetType: HookTargetType
+    TargetTypeName: HookTargetTypeName
+    TargetId: HookTargetId
+    Action: HookTargetAction
+
+
+class GetHookResultOutput(TypedDict, total=False):
+    HookResultId: HookInvocationId | None
+    InvocationPoint: HookInvocationPoint | None
+    FailureMode: HookFailureMode | None
+    TypeName: HookTypeName | None
+    OriginalTypeName: HookTypeName | None
+    TypeVersionId: HookTypeVersionId | None
+    TypeConfigurationVersionId: HookTypeConfigurationVersionId | None
+    TypeArn: HookTypeArn | None
+    Status: HookStatus | None
+    HookStatusReason: HookStatusReason | None
+    InvokedAt: Timestamp | None
+    Target: HookTarget | None
+    Annotations: AnnotationList | None
+
+
 class GetStackPolicyInput(ServiceRequest):
     StackName: StackName
 
@@ -3220,7 +3285,7 @@ def describe_stack_drift_detection_status(
     def describe_stack_events(
         self,
         context: RequestContext,
-        stack_name: StackName | None = None,
+        stack_name: StackName,
         next_token: NextToken | None = None,
         **kwargs,
     ) -> DescribeStackEventsOutput:
@@ -3392,6 +3457,12 @@ def get_generated_template(
     ) -> GetGeneratedTemplateOutput:
         raise NotImplementedError
 
+    @handler("GetHookResult")
+    def get_hook_result(
+        self, context: RequestContext, hook_result_id: HookInvocationId | None = None, **kwargs
+    ) -> GetHookResultOutput:
+        raise NotImplementedError
+
     @handler("GetStackPolicy")
     def get_stack_policy(
         self, context: RequestContext, stack_name: StackName, **kwargs
diff --git a/localstack-core/localstack/aws/api/ec2/__init__.py b/localstack-core/localstack/aws/api/ec2/__init__.py
index 19035dd305e5f..74748a06056f8 100644
--- a/localstack-core/localstack/aws/api/ec2/__init__.py
+++ b/localstack-core/localstack/aws/api/ec2/__init__.py
@@ -428,12 +428,20 @@ class AcceleratorName(StrEnum):
     a10g = "a10g"
     h100 = "h100"
     t4g = "t4g"
+    l40s = "l40s"
+    l4 = "l4"
+    gaudi_hl_205 = "gaudi-hl-205"
+    inferentia2 = "inferentia2"
+    trainium = "trainium"
+    trainium2 = "trainium2"
+    u30 = "u30"
 
 
 class AcceleratorType(StrEnum):
     gpu = "gpu"
     fpga = "fpga"
     inference = "inference"
+    media = "media"
 
 
 class AccountAttributeName(StrEnum):
@@ -4338,6 +4346,11 @@ class VpnStaticRouteSource(StrEnum):
     Static = "Static"
 
 
+class VpnTunnelBandwidth(StrEnum):
+    standard = "standard"
+    large = "large"
+
+
 class VpnTunnelProvisioningStatus(StrEnum):
     available = "available"
     pending = "pending"
@@ -7680,6 +7693,7 @@ class InstanceRequirements(TypedDict, total=False):
     AllowedInstanceTypes: AllowedInstanceTypeSet | None
     MaxSpotPriceAsPercentageOfOptimalOnDemandPrice: Integer | None
     BaselinePerformanceFactors: BaselinePerformanceFactors | None
+    RequireEncryptionInTransit: Boolean | None
 
 
 class PlacementResponse(TypedDict, total=False):
@@ -7796,6 +7810,7 @@ class InstanceRequirementsRequest(TypedDict, total=False):
     AllowedInstanceTypes: AllowedInstanceTypeSet | None
     MaxSpotPriceAsPercentageOfOptimalOnDemandPrice: Integer | None
     BaselinePerformanceFactors: BaselinePerformanceFactorsRequest | None
+    RequireEncryptionInTransit: Boolean | None
 
 
 class FleetEbsBlockDeviceRequest(TypedDict, total=False):
@@ -8059,6 +8074,7 @@ class Ec2InstanceConnectEndpoint(TypedDict, total=False):
     Tags: TagList | None
     IpAddressType: IpAddressType | None
     PublicDnsNames: InstanceConnectEndpointPublicDnsNames | None
+    AvailabilityZoneId: AvailabilityZoneId | None
 
 
 class CreateInstanceConnectEndpointResult(TypedDict, total=False):
@@ -11034,6 +11050,7 @@ class VpnConnectionOptionsSpecification(TypedDict, total=False):
     RemoteIpv6NetworkCidr: String | None
     OutsideIpAddressType: String | None
     TransportTransitGatewayAttachmentId: TransitGatewayAttachmentId | None
+    TunnelBandwidth: VpnTunnelBandwidth | None
     StaticRoutesOnly: Boolean | None
 
 
@@ -11160,6 +11177,7 @@ class VpnConnectionOptions(TypedDict, total=False):
     TransportTransitGatewayAttachmentId: String | None
     TunnelInsideIpVersion: TunnelInsideIpVersion | None
     TunnelOptions: TunnelOptionsList | None
+    TunnelBandwidth: VpnTunnelBandwidth | None
 
 
 class VpnConnection(TypedDict, total=False):
@@ -18301,6 +18319,26 @@ class GetHostReservationPurchasePreviewResult(TypedDict, total=False):
     TotalUpfrontPrice: String | None
 
 
+class GetImageAncestryRequest(ServiceRequest):
+    ImageId: ImageId
+    DryRun: Boolean | None
+
+
+class ImageAncestryEntry(TypedDict, total=False):
+    CreationDate: MillisecondDateTime | None
+    ImageId: ImageId | None
+    ImageOwnerAlias: String | None
+    SourceImageId: ImageId | None
+    SourceImageRegion: String | None
+
+
+ImageAncestryEntryList = list[ImageAncestryEntry]
+
+
+class GetImageAncestryResult(TypedDict, total=False):
+    ImageAncestryEntries: ImageAncestryEntryList | None
+
+
 class GetImageBlockPublicAccessStateRequest(ServiceRequest):
     DryRun: Boolean | None
 
@@ -28117,6 +28155,12 @@ def get_host_reservation_purchase_preview(
     ) -> GetHostReservationPurchasePreviewResult:
         raise NotImplementedError
 
+    @handler("GetImageAncestry")
+    def get_image_ancestry(
+        self, context: RequestContext, image_id: ImageId, dry_run: Boolean | None = None, **kwargs
+    ) -> GetImageAncestryResult:
+        raise NotImplementedError
+
     @handler("GetImageBlockPublicAccessState")
     def get_image_block_public_access_state(
         self, context: RequestContext, dry_run: Boolean | None = None, **kwargs
diff --git a/localstack-core/localstack/aws/api/iam/__init__.py b/localstack-core/localstack/aws/api/iam/__init__.py
index fa3adc9ef4a89..b0e3db3d02ce8 100644
--- a/localstack-core/localstack/aws/api/iam/__init__.py
+++ b/localstack-core/localstack/aws/api/iam/__init__.py
@@ -27,6 +27,7 @@
 accessKeyIdType = str
 accessKeySecretType = str
 accountAliasType = str
+accountIdType = str
 allUsers = bool
 arnType = str
 attachmentCountType = int
@@ -37,11 +38,14 @@
 certificateChainType = str
 certificateIdType = str
 clientIDType = str
+consoleDeepLinkType = str
 credentialAgeDays = int
 credentialReportExpiredExceptionMessage = str
 credentialReportNotPresentExceptionMessage = str
 credentialReportNotReadyExceptionMessage = str
 customSuffixType = str
+delegationRequestDescriptionType = str
+delegationRequestIdType = str
 deleteConflictMessage = str
 duplicateCertificateMessage = str
 duplicateSSHPublicKeyMessage = str
@@ -68,6 +72,7 @@
 maxPasswordAgeType = int
 minimumPasswordLengthType = int
 noSuchEntityMessage = str
+notificationChannelType = str
 openIdIdpCommunicationErrorExceptionMessage = str
 organizationsEntityPathType = str
 organizationsPolicyIdType = str
@@ -81,6 +86,8 @@
 policyEvaluationErrorMessage = str
 policyNameType = str
 policyNotAttachableMessage = str
+policyParameterNameType = str
+policyParameterValueType = str
 policyPathType = str
 policyVersionIdType = str
 privateKeyIdType = str
@@ -88,7 +95,10 @@
 publicKeyFingerprintType = str
 publicKeyIdType = str
 publicKeyMaterialType = str
+redirectUrlType = str
 reportGenerationLimitExceededMessage = str
+requestMessageType = str
+requestorWorkflowIdType = str
 responseMarkerType = str
 roleDescriptionType = str
 roleMaxSessionDurationType = int
@@ -105,6 +115,7 @@
 servicePassword = str
 serviceSpecificCredentialId = str
 serviceUserName = str
+sessionDurationType = int
 stringType = str
 summaryValueType = int
 tagKeyType = str
@@ -166,6 +177,11 @@ class PolicyEvaluationDecisionType(StrEnum):
     implicitDeny = "implicitDeny"
 
 
+class PolicyParameterTypeEnum(StrEnum):
+    string = "string"
+    stringList = "stringList"
+
+
 class PolicySourceType(StrEnum):
     user = "user"
     group = "group"
@@ -599,6 +615,40 @@ class CreateAccountAliasRequest(ServiceRequest):
     AccountAlias: accountAliasType
 
 
+policyParameterValuesListType = list[policyParameterValueType]
+
+
+class PolicyParameter(TypedDict, total=False):
+    Name: policyParameterNameType | None
+    Values: policyParameterValuesListType | None
+    Type: PolicyParameterTypeEnum | None
+
+
+policyParameterListType = list[PolicyParameter]
+
+
+class DelegationPermission(TypedDict, total=False):
+    PolicyTemplateArn: arnType | None
+    Parameters: policyParameterListType | None
+
+
+class CreateDelegationRequestRequest(ServiceRequest):
+    OwnerAccountId: accountIdType | None
+    Description: delegationRequestDescriptionType
+    Permissions: DelegationPermission
+    RequestMessage: requestMessageType | None
+    RequestorWorkflowId: requestorWorkflowIdType
+    RedirectUrl: redirectUrlType | None
+    NotificationChannel: notificationChannelType
+    SessionDuration: sessionDurationType
+    OnlySendByOwner: booleanType | None
+
+
+class CreateDelegationRequestResponse(TypedDict, total=False):
+    ConsoleDeepLink: consoleDeepLinkType | None
+    DelegationRequestId: delegationRequestIdType | None
+
+
 class CreateGroupRequest(ServiceRequest):
     Path: pathType | None
     GroupName: groupNameType
@@ -2490,6 +2540,23 @@ def create_account_alias(
     ) -> None:
         raise NotImplementedError
 
+    @handler("CreateDelegationRequest")
+    def create_delegation_request(
+        self,
+        context: RequestContext,
+        description: delegationRequestDescriptionType,
+        permissions: DelegationPermission,
+        requestor_workflow_id: requestorWorkflowIdType,
+        notification_channel: notificationChannelType,
+        session_duration: sessionDurationType,
+        owner_account_id: accountIdType | None = None,
+        request_message: requestMessageType | None = None,
+        redirect_url: redirectUrlType | None = None,
+        only_send_by_owner: booleanType | None = None,
+        **kwargs,
+    ) -> CreateDelegationRequestResponse:
+        raise NotImplementedError
+
     @handler("CreateGroup")
     def create_group(
         self,
diff --git a/localstack-core/localstack/aws/api/redshift/__init__.py b/localstack-core/localstack/aws/api/redshift/__init__.py
index c4eb73acd597d..31f99927a2243 100644
--- a/localstack-core/localstack/aws/api/redshift/__init__.py
+++ b/localstack-core/localstack/aws/api/redshift/__init__.py
@@ -844,6 +844,12 @@ class RedshiftIdcApplicationQuotaExceededFault(ServiceException):
     status_code: int = 400
 
 
+class RedshiftInvalidParameterFault(ServiceException):
+    code: str = "RedshiftInvalidParameter"
+    sender_fault: bool = True
+    status_code: int = 400
+
+
 class ReservedNodeAlreadyExistsFault(ServiceException):
     code: str = "ReservedNodeAlreadyExists"
     sender_fault: bool = True
@@ -1660,6 +1666,7 @@ class ClusterExtendedCredentials(TypedDict, total=False):
     NextRefreshTime: TStamp | None
 
 
+ClusterIdentifierList = list[String]
 ClusterList = list[Cluster]
 
 
@@ -2865,6 +2872,15 @@ class GetClusterCredentialsWithIAMMessage(ServiceRequest):
     CustomDomainName: String | None
 
 
+class GetIdentityCenterAuthTokenRequest(ServiceRequest):
+    ClusterIds: ClusterIdentifierList
+
+
+class GetIdentityCenterAuthTokenResponse(TypedDict, total=False):
+    Token: SensitiveString | None
+    ExpirationTime: TStamp | None
+
+
 class GetReservedNodeExchangeConfigurationOptionsInputMessage(ServiceRequest):
     ActionType: ReservedNodeExchangeActionType
     ClusterIdentifier: String | None
@@ -4714,6 +4730,12 @@ def get_cluster_credentials_with_iam(
     ) -> ClusterExtendedCredentials:
         raise NotImplementedError
 
+    @handler("GetIdentityCenterAuthToken")
+    def get_identity_center_auth_token(
+        self, context: RequestContext, cluster_ids: ClusterIdentifierList, **kwargs
+    ) -> GetIdentityCenterAuthTokenResponse:
+        raise NotImplementedError
+
     @handler("GetReservedNodeExchangeConfigurationOptions")
     def get_reserved_node_exchange_configuration_options(
         self,
diff --git a/localstack-core/localstack/aws/api/sts/__init__.py b/localstack-core/localstack/aws/api/sts/__init__.py
index ce7023aaf2253..1518869086b1c 100644
--- a/localstack-core/localstack/aws/api/sts/__init__.py
+++ b/localstack-core/localstack/aws/api/sts/__init__.py
@@ -22,6 +22,7 @@
 durationSecondsType = int
 encodedMessageType = str
 expiredIdentityTokenMessage = str
+expiredTradeInTokenExceptionMessage = str
 externalIdType = str
 federatedIdType = str
 idpCommunicationErrorMessage = str
@@ -41,6 +42,7 @@
 tagValueType = str
 tokenCodeType = str
 tokenType = str
+tradeInTokenType = str
 unrestrictedSessionPolicyDocumentType = str
 urlType = str
 userIdType = str
@@ -54,6 +56,12 @@ class ExpiredTokenException(ServiceException):
     status_code: int = 400
 
 
+class ExpiredTradeInTokenException(ServiceException):
+    code: str = "ExpiredTradeInTokenException"
+    sender_fault: bool = True
+    status_code: int = 400
+
+
 class IDPCommunicationErrorException(ServiceException):
     code: str = "IDPCommunicationError"
     sender_fault: bool = True
@@ -240,6 +248,16 @@ class GetCallerIdentityResponse(TypedDict, total=False):
     Arn: arnType | None
 
 
+class GetDelegatedAccessTokenRequest(ServiceRequest):
+    TradeInToken: tradeInTokenType
+
+
+class GetDelegatedAccessTokenResponse(TypedDict, total=False):
+    Credentials: Credentials | None
+    PackedPolicySize: nonNegativeIntegerType | None
+    AssumedPrincipal: arnType | None
+
+
 class GetFederationTokenRequest(ServiceRequest):
     Name: userNameType
     Policy: sessionPolicyDocumentType | None
@@ -344,6 +362,12 @@ def get_access_key_info(
     def get_caller_identity(self, context: RequestContext, **kwargs) -> GetCallerIdentityResponse:
         raise NotImplementedError
 
+    @handler("GetDelegatedAccessToken")
+    def get_delegated_access_token(
+        self, context: RequestContext, trade_in_token: tradeInTokenType, **kwargs
+    ) -> GetDelegatedAccessTokenResponse:
+        raise NotImplementedError
+
     @handler("GetFederationToken")
     def get_federation_token(
         self,
diff --git a/localstack-core/localstack/services/cloudformation/provider.py b/localstack-core/localstack/services/cloudformation/provider.py
index 473bde3fc66bd..f38bc5e099fbc 100644
--- a/localstack-core/localstack/services/cloudformation/provider.py
+++ b/localstack-core/localstack/services/cloudformation/provider.py
@@ -952,8 +952,8 @@ def list_imports(
     def describe_stack_events(
         self,
         context: RequestContext,
-        stack_name: StackName = None,
-        next_token: NextToken = None,
+        stack_name: StackName,
+        next_token: NextToken | None = None,
         **kwargs,
     ) -> DescribeStackEventsOutput:
         if stack_name is None:
diff --git a/localstack-core/localstack/services/cloudformation/v2/provider.py b/localstack-core/localstack/services/cloudformation/v2/provider.py
index 50d1f131d4ab8..5eb6d4460843f 100644
--- a/localstack-core/localstack/services/cloudformation/v2/provider.py
+++ b/localstack-core/localstack/services/cloudformation/v2/provider.py
@@ -1349,8 +1349,8 @@ def delete_stack_set(
     def describe_stack_events(
         self,
         context: RequestContext,
-        stack_name: StackName = None,
-        next_token: NextToken = None,
+        stack_name: StackName,
+        next_token: NextToken | None = None,
         **kwargs,
     ) -> DescribeStackEventsOutput:
         if not stack_name:
diff --git a/pyproject.toml b/pyproject.toml
index 2bca6071b1f73..b88c45c57e0b0 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -52,9 +52,9 @@ Issues = "https://github.com/localstack/localstack/issues"
 # minimal required to actually run localstack on the host for services natively implemented in python
 base-runtime = [
     # pinned / updated by ASF update action
-    "boto3==1.40.69",
+    "boto3==1.40.74",
     # pinned / updated by ASF update action
-    "botocore==1.40.69",
+    "botocore==1.40.74",
     # transitive dependency of botocore, added to avoid specific version
     "awscrt>=0.13.14,!=0.27.1",
     "cbor2>=5.5.0",
@@ -82,7 +82,7 @@ base-runtime = [
 runtime = [
     "localstack-core[base-runtime]",
     # pinned / updated by ASF update action
-    "awscli==1.42.69",
+    "awscli==1.42.74",
     "airspeed-ext>=0.6.3",
     # antlr4-python3-runtime: exact pin because antlr4 runtime is tightly coupled to the generated parser code
     "antlr4-python3-runtime==4.13.2",
diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index e3f49b189f3de..57f5febeb0379 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -13,9 +13,9 @@ attrs==25.4.0
     #   referencing
 awscrt==0.28.4
     # via localstack-core (pyproject.toml)
-boto3==1.40.69
+boto3==1.40.74
     # via localstack-core (pyproject.toml)
-botocore==1.40.69
+botocore==1.40.74
     # via
     #   boto3
     #   localstack-core (pyproject.toml)
diff --git a/requirements-dev.txt b/requirements-dev.txt
index cddbd8a7c006b..c0380ddfeb11d 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -43,17 +43,17 @@ aws-sam-translator==1.101.0
     #   localstack-core
 aws-xray-sdk==2.15.0
     # via moto-ext
-awscli==1.42.69
+awscli==1.42.74
     # via localstack-core
 awscrt==0.28.4
     # via localstack-core
-boto3==1.40.69
+boto3==1.40.74
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.40.69
+botocore==1.40.74
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index 829cf41edf073..905dc375556a2 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -31,17 +31,17 @@ aws-sam-translator==1.101.0
     #   localstack-core (pyproject.toml)
 aws-xray-sdk==2.15.0
     # via moto-ext
-awscli==1.42.69
+awscli==1.42.74
     # via localstack-core (pyproject.toml)
 awscrt==0.28.4
     # via localstack-core
-boto3==1.40.69
+boto3==1.40.74
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.40.69
+botocore==1.40.74
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-test.txt b/requirements-test.txt
index a07b4942f03fb..c8f4bf78846ab 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -43,17 +43,17 @@ aws-sam-translator==1.101.0
     #   localstack-core
 aws-xray-sdk==2.15.0
     # via moto-ext
-awscli==1.42.69
+awscli==1.42.74
     # via localstack-core
 awscrt==0.28.4
     # via localstack-core
-boto3==1.40.69
+boto3==1.40.74
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.40.69
+botocore==1.40.74
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index 47fbc94da3b01..b64e9c847a498 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -43,11 +43,11 @@ aws-sam-translator==1.101.0
     #   localstack-core
 aws-xray-sdk==2.15.0
     # via moto-ext
-awscli==1.42.69
+awscli==1.42.74
     # via localstack-core
 awscrt==0.28.4
     # via localstack-core
-boto3==1.40.69
+boto3==1.40.74
     # via
     #   aws-sam-translator
     #   kclpy-ext
@@ -55,7 +55,7 @@ boto3==1.40.69
     #   moto-ext
 boto3-stubs==1.40.70
     # via localstack-core (pyproject.toml)
-botocore==1.40.69
+botocore==1.40.74
     # via
     #   aws-xray-sdk
     #   awscli
@@ -378,8 +378,6 @@ mypy-boto3-kafka==1.40.70
     # via boto3-stubs
 mypy-boto3-kinesis==1.40.64
     # via boto3-stubs
-mypy-boto3-kinesisanalytics==1.40.59
-    # via boto3-stubs
 mypy-boto3-kinesisanalyticsv2==1.40.57
     # via boto3-stubs
 mypy-boto3-kms==1.40.69
diff --git a/tests/aws/services/cloudformation/api/test_stacks.py b/tests/aws/services/cloudformation/api/test_stacks.py
index a38ecacfde208..f33e204dd1dce 100644
--- a/tests/aws/services/cloudformation/api/test_stacks.py
+++ b/tests/aws/services/cloudformation/api/test_stacks.py
@@ -878,9 +878,8 @@ def test_name_conflicts(aws_client, snapshot, cleanups):
 
 @markers.aws.validated
 def test_describe_stack_events_errors(aws_client, snapshot):
-    with pytest.raises(aws_client.cloudformation.exceptions.ClientError) as e:
+    with pytest.raises(botocore.exceptions.ParamValidationError) as e:
         aws_client.cloudformation.describe_stack_events()
-    snapshot.match("describe_stack_events_no_stack_name", e.value.response)
     with pytest.raises(aws_client.cloudformation.exceptions.ClientError) as e:
         aws_client.cloudformation.describe_stack_events(StackName="does-not-exist")
     snapshot.match("describe_stack_events_stack_not_found", e.value.response)
diff --git a/tests/aws/services/cloudformation/api/test_stacks.snapshot.json b/tests/aws/services/cloudformation/api/test_stacks.snapshot.json
index 0a6415fd994ee..79bc8451a9796 100644
--- a/tests/aws/services/cloudformation/api/test_stacks.snapshot.json
+++ b/tests/aws/services/cloudformation/api/test_stacks.snapshot.json
@@ -986,17 +986,6 @@
   "tests/aws/services/cloudformation/api/test_stacks.py::test_describe_stack_events_errors": {
     "recorded-date": "26-03-2024, 17:54:41",
     "recorded-content": {
-      "describe_stack_events_no_stack_name": {
-        "Error": {
-          "Code": "ValidationError",
-          "Message": "1 validation error detected: Value null at 'stackName' failed to satisfy constraint: Member must not be null",
-          "Type": "Sender"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 400
-        }
-      },
       "describe_stack_events_stack_not_found": {
         "Error": {
           "Code": "ValidationError",

From 6b58eac14772ff21cfe0c80110c0b0054849c6e1 Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Mon, 17 Nov 2025 21:17:56 +0100
Subject: [PATCH 378/697] Update CODEOWNERS (#13383)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
---
 CODEOWNERS | 5 +++++
 1 file changed, 5 insertions(+)

diff --git a/CODEOWNERS b/CODEOWNERS
index 12ced5e508367..9a2d19782e9d8 100644
--- a/CODEOWNERS
+++ b/CODEOWNERS
@@ -191,6 +191,11 @@
 # pipes
 /localstack-core/localstack/aws/api/pipes/ @tiurin @gregfurman @joe4dev
 
+# resourcegroupstaggingapi
+/localstack-core/localstack/aws/api/resourcegroupstaggingapi/ @aidehn
+/localstack-core/localstack/services/resourcegroupstaggingapi/ @aidehn
+/tests/aws/services/resourcegroupstaggingapi/ @aidehn
+
 # route53
 /localstack-core/localstack/aws/api/route53/ @giograno
 /localstack-core/localstack/services/route53/ @giograno

From 5192f8f41e23fe9b832e9202da18cb60f2a5eef1 Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Tue, 18 Nov 2025 09:42:27 +0100
Subject: [PATCH 379/697] Upgrade pinned Python dependencies (#13388)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
---
 .pre-commit-config.yaml       |  2 +-
 requirements-base-runtime.txt | 12 +++----
 requirements-basic.txt        |  6 ++--
 requirements-dev.txt          | 28 ++++++++--------
 requirements-runtime.txt      | 18 +++++-----
 requirements-test.txt         | 22 ++++++-------
 requirements-typehint.txt     | 62 +++++++++++++++++------------------
 7 files changed, 75 insertions(+), 75 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index f6138772d6d4a..e75e2f3e29da2 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -3,7 +3,7 @@
 repos:
   - repo: https://github.com/astral-sh/ruff-pre-commit
     # Ruff version.
-    rev: v0.14.4
+    rev: v0.14.5
     hooks:
       - id: ruff
         args: [--fix, --exit-non-zero-on-fix]
diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index 57f5febeb0379..df86539329aed 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -20,17 +20,17 @@ botocore==1.40.74
     #   boto3
     #   localstack-core (pyproject.toml)
     #   s3transfer
-cachetools==6.2.1
+cachetools==6.2.2
     # via localstack-core (pyproject.toml)
 cbor2==5.7.1
     # via localstack-core (pyproject.toml)
-certifi==2025.10.5
+certifi==2025.11.12
     # via requests
 cffi==2.0.0
     # via cryptography
 charset-normalizer==3.4.4
     # via requests
-click==8.3.0
+click==8.3.1
     # via localstack-core (pyproject.toml)
 constantly==23.10.4
     # via localstack-twisted
@@ -167,7 +167,7 @@ rich==14.2.0
     # via localstack-core (pyproject.toml)
 rolo==0.7.6
     # via localstack-core (pyproject.toml)
-rpds-py==0.28.0
+rpds-py==0.29.0
     # via
     #   jsonschema
     #   referencing
@@ -195,11 +195,11 @@ werkzeug==3.1.3
     #   localstack-core (pyproject.toml)
     #   openapi-core
     #   rolo
-wsproto==1.2.0
+wsproto==1.3.1
     # via hypercorn
 xmltodict==1.0.2
     # via localstack-core (pyproject.toml)
-zope-interface==8.1
+zope-interface==8.1.1
     # via localstack-twisted
 
 # The following packages are considered to be unsafe in a requirements file:
diff --git a/requirements-basic.txt b/requirements-basic.txt
index 62e2b68f315e7..88681b515542c 100644
--- a/requirements-basic.txt
+++ b/requirements-basic.txt
@@ -6,15 +6,15 @@
 #
 asn1crypto==1.5.1
     # via localstack-core (pyproject.toml)
-cachetools==6.2.1
+cachetools==6.2.2
     # via localstack-core (pyproject.toml)
-certifi==2025.10.5
+certifi==2025.11.12
     # via requests
 cffi==2.0.0
     # via cryptography
 charset-normalizer==3.4.4
     # via requests
-click==8.3.0
+click==8.3.1
     # via localstack-core (pyproject.toml)
 cryptography==46.0.3
     # via localstack-core (pyproject.toml)
diff --git a/requirements-dev.txt b/requirements-dev.txt
index c0380ddfeb11d..e975790b30319 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -33,9 +33,9 @@ aws-cdk-asset-awscli-v1==2.2.242
     # via aws-cdk-lib
 aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
-aws-cdk-cloud-assembly-schema==48.18.0
+aws-cdk-cloud-assembly-schema==48.19.0
     # via aws-cdk-lib
-aws-cdk-lib==2.223.0
+aws-cdk-lib==2.225.0
     # via localstack-core
 aws-sam-translator==1.101.0
     # via
@@ -61,7 +61,7 @@ botocore==1.40.74
     #   localstack-core
     #   moto-ext
     #   s3transfer
-cachetools==6.2.1
+cachetools==6.2.2
     # via
     #   airspeed-ext
     #   localstack-core
@@ -70,7 +70,7 @@ cattrs==25.3.0
     # via jsii
 cbor2==5.7.1
     # via localstack-core
-certifi==2025.10.5
+certifi==2025.11.12
     # via
     #   httpcore
     #   httpx
@@ -84,7 +84,7 @@ cfn-lint==1.40.4
     # via moto-ext
 charset-normalizer==3.4.4
     # via requests
-click==8.3.0
+click==8.3.1
     # via
     #   deptry
     #   localstack-core
@@ -110,7 +110,7 @@ cryptography==46.0.3
     #   localstack-core (pyproject.toml)
     #   moto-ext
     #   pyopenssl
-cython==3.2.0
+cython==3.2.1
     # via localstack-core (pyproject.toml)
 decorator==5.2.1
     # via jsonpath-rw
@@ -194,7 +194,7 @@ jmespath==1.0.1
     # via
     #   boto3
     #   botocore
-joserfc==1.4.1
+joserfc==1.4.2
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core
@@ -256,7 +256,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.16.post15
+moto-ext==5.1.16.post39
     # via localstack-core
 mpmath==1.3.0
     # via sympy
@@ -354,13 +354,13 @@ pygments==2.19.2
     # via
     #   pytest
     #   rich
-pymongo==4.15.3
+pymongo==4.15.4
     # via localstack-core
 pyopenssl==25.3.0
     # via
     #   localstack-core
     #   localstack-twisted
-pypandoc==1.16
+pypandoc==1.16.2
     # via localstack-core (pyproject.toml)
 pyparsing==3.2.5
     # via moto-ext
@@ -437,7 +437,7 @@ rich==14.2.0
     #   localstack-core (pyproject.toml)
 rolo==0.7.6
     # via localstack-core
-rpds-py==0.28.0
+rpds-py==0.29.0
     # via
     #   jsonschema
     #   referencing
@@ -445,7 +445,7 @@ rsa==4.7.2
     # via awscli
 rstr==3.2.2
     # via localstack-core (pyproject.toml)
-ruff==0.14.4
+ruff==0.14.5
     # via localstack-core (pyproject.toml)
 s3transfer==0.14.0
     # via
@@ -509,13 +509,13 @@ werkzeug==3.1.3
     #   rolo
 wrapt==2.0.1
     # via aws-xray-sdk
-wsproto==1.2.0
+wsproto==1.3.1
     # via hypercorn
 xmltodict==1.0.2
     # via
     #   localstack-core
     #   moto-ext
-zope-interface==8.1
+zope-interface==8.1.1
     # via localstack-twisted
 
 # The following packages are considered to be unsafe in a requirements file:
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index 905dc375556a2..c0b43bca5b75f 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -49,14 +49,14 @@ botocore==1.40.74
     #   localstack-core
     #   moto-ext
     #   s3transfer
-cachetools==6.2.1
+cachetools==6.2.2
     # via
     #   airspeed-ext
     #   localstack-core
     #   localstack-core (pyproject.toml)
 cbor2==5.7.1
     # via localstack-core
-certifi==2025.10.5
+certifi==2025.11.12
     # via
     #   opensearch-py
     #   requests
@@ -66,7 +66,7 @@ cfn-lint==1.40.4
     # via moto-ext
 charset-normalizer==3.4.4
     # via requests
-click==8.3.0
+click==8.3.1
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
@@ -141,7 +141,7 @@ jmespath==1.0.1
     # via
     #   boto3
     #   botocore
-joserfc==1.4.1
+joserfc==1.4.2
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core (pyproject.toml)
@@ -191,7 +191,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.16.post15
+moto-ext==5.1.16.post39
     # via localstack-core (pyproject.toml)
 mpmath==1.3.0
     # via sympy
@@ -249,7 +249,7 @@ pydantic-core==2.41.5
     # via pydantic
 pygments==2.19.2
     # via rich
-pymongo==4.15.3
+pymongo==4.15.4
     # via localstack-core (pyproject.toml)
 pyopenssl==25.3.0
     # via
@@ -311,7 +311,7 @@ rich==14.2.0
     #   localstack-core (pyproject.toml)
 rolo==0.7.6
     # via localstack-core
-rpds-py==0.28.0
+rpds-py==0.29.0
     # via
     #   jsonschema
     #   referencing
@@ -361,13 +361,13 @@ werkzeug==3.1.3
     #   rolo
 wrapt==2.0.1
     # via aws-xray-sdk
-wsproto==1.2.0
+wsproto==1.3.1
     # via hypercorn
 xmltodict==1.0.2
     # via
     #   localstack-core
     #   moto-ext
-zope-interface==8.1
+zope-interface==8.1.1
     # via localstack-twisted
 
 # The following packages are considered to be unsafe in a requirements file:
diff --git a/requirements-test.txt b/requirements-test.txt
index c8f4bf78846ab..c962ea99ec6c2 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -33,9 +33,9 @@ aws-cdk-asset-awscli-v1==2.2.242
     # via aws-cdk-lib
 aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
-aws-cdk-cloud-assembly-schema==48.18.0
+aws-cdk-cloud-assembly-schema==48.19.0
     # via aws-cdk-lib
-aws-cdk-lib==2.223.0
+aws-cdk-lib==2.225.0
     # via localstack-core (pyproject.toml)
 aws-sam-translator==1.101.0
     # via
@@ -61,7 +61,7 @@ botocore==1.40.74
     #   localstack-core
     #   moto-ext
     #   s3transfer
-cachetools==6.2.1
+cachetools==6.2.2
     # via
     #   airspeed-ext
     #   localstack-core
@@ -70,7 +70,7 @@ cattrs==25.3.0
     # via jsii
 cbor2==5.7.1
     # via localstack-core
-certifi==2025.10.5
+certifi==2025.11.12
     # via
     #   httpcore
     #   httpx
@@ -82,7 +82,7 @@ cfn-lint==1.40.4
     # via moto-ext
 charset-normalizer==3.4.4
     # via requests
-click==8.3.0
+click==8.3.1
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
@@ -175,7 +175,7 @@ jmespath==1.0.1
     # via
     #   boto3
     #   botocore
-joserfc==1.4.1
+joserfc==1.4.2
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core
@@ -237,7 +237,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.16.post15
+moto-ext==5.1.16.post39
     # via localstack-core
 mpmath==1.3.0
     # via sympy
@@ -313,7 +313,7 @@ pygments==2.19.2
     # via
     #   pytest
     #   rich
-pymongo==4.15.3
+pymongo==4.15.4
     # via localstack-core
 pyopenssl==25.3.0
     # via
@@ -390,7 +390,7 @@ rich==14.2.0
     #   localstack-core (pyproject.toml)
 rolo==0.7.6
     # via localstack-core
-rpds-py==0.28.0
+rpds-py==0.29.0
     # via
     #   jsonschema
     #   referencing
@@ -455,13 +455,13 @@ werkzeug==3.1.3
     #   rolo
 wrapt==2.0.1
     # via aws-xray-sdk
-wsproto==1.2.0
+wsproto==1.3.1
     # via hypercorn
 xmltodict==1.0.2
     # via
     #   localstack-core
     #   moto-ext
-zope-interface==8.1
+zope-interface==8.1.1
     # via localstack-twisted
 
 # The following packages are considered to be unsafe in a requirements file:
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index b64e9c847a498..4e8b21d64ad1e 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -33,9 +33,9 @@ aws-cdk-asset-awscli-v1==2.2.242
     # via aws-cdk-lib
 aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
-aws-cdk-cloud-assembly-schema==48.18.0
+aws-cdk-cloud-assembly-schema==48.19.0
     # via aws-cdk-lib
-aws-cdk-lib==2.223.0
+aws-cdk-lib==2.225.0
     # via localstack-core
 aws-sam-translator==1.101.0
     # via
@@ -53,7 +53,7 @@ boto3==1.40.74
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-boto3-stubs==1.40.70
+boto3-stubs==1.40.75
     # via localstack-core (pyproject.toml)
 botocore==1.40.74
     # via
@@ -63,9 +63,9 @@ botocore==1.40.74
     #   localstack-core
     #   moto-ext
     #   s3transfer
-botocore-stubs==1.40.70
+botocore-stubs==1.40.75
     # via boto3-stubs
-cachetools==6.2.1
+cachetools==6.2.2
     # via
     #   airspeed-ext
     #   localstack-core
@@ -74,7 +74,7 @@ cattrs==25.3.0
     # via jsii
 cbor2==5.7.1
     # via localstack-core
-certifi==2025.10.5
+certifi==2025.11.12
     # via
     #   httpcore
     #   httpx
@@ -88,7 +88,7 @@ cfn-lint==1.40.4
     # via moto-ext
 charset-normalizer==3.4.4
     # via requests
-click==8.3.0
+click==8.3.1
     # via
     #   deptry
     #   localstack-core
@@ -114,7 +114,7 @@ cryptography==46.0.3
     #   localstack-core (pyproject.toml)
     #   moto-ext
     #   pyopenssl
-cython==3.2.0
+cython==3.2.1
     # via localstack-core
 decorator==5.2.1
     # via jsonpath-rw
@@ -198,7 +198,7 @@ jmespath==1.0.1
     # via
     #   boto3
     #   botocore
-joserfc==1.4.1
+joserfc==1.4.2
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core
@@ -260,7 +260,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.16.post15
+moto-ext==5.1.16.post39
     # via localstack-core
 mpmath==1.3.0
     # via sympy
@@ -290,15 +290,15 @@ mypy-boto3-athena==1.40.60
     # via boto3-stubs
 mypy-boto3-autoscaling==1.40.57
     # via boto3-stubs
-mypy-boto3-backup==1.40.70
+mypy-boto3-backup==1.40.75
     # via boto3-stubs
-mypy-boto3-batch==1.40.54
+mypy-boto3-batch==1.40.71
     # via boto3-stubs
 mypy-boto3-ce==1.40.60
     # via boto3-stubs
 mypy-boto3-cloudcontrol==1.40.63
     # via boto3-stubs
-mypy-boto3-cloudformation==1.40.57
+mypy-boto3-cloudformation==1.40.73
     # via boto3-stubs
 mypy-boto3-cloudfront==1.40.55
     # via boto3-stubs
@@ -322,7 +322,7 @@ mypy-boto3-cognito-identity==1.40.57
     # via boto3-stubs
 mypy-boto3-cognito-idp==1.40.60
     # via boto3-stubs
-mypy-boto3-dms==1.40.58
+mypy-boto3-dms==1.40.75
     # via boto3-stubs
 mypy-boto3-docdb==1.40.63
     # via boto3-stubs
@@ -330,9 +330,9 @@ mypy-boto3-dynamodb==1.40.56
     # via boto3-stubs
 mypy-boto3-dynamodbstreams==1.40.59
     # via boto3-stubs
-mypy-boto3-ec2==1.40.70
+mypy-boto3-ec2==1.40.75
     # via boto3-stubs
-mypy-boto3-ecr==1.40.58
+mypy-boto3-ecr==1.40.73
     # via boto3-stubs
 mypy-boto3-ecs==1.40.63
     # via boto3-stubs
@@ -344,7 +344,7 @@ mypy-boto3-elasticache==1.40.63
     # via boto3-stubs
 mypy-boto3-elasticbeanstalk==1.40.60
     # via boto3-stubs
-mypy-boto3-elbv2==1.40.53
+mypy-boto3-elbv2==1.40.73
     # via boto3-stubs
 mypy-boto3-emr==1.40.64
     # via boto3-stubs
@@ -360,7 +360,7 @@ mypy-boto3-fis==1.40.59
     # via boto3-stubs
 mypy-boto3-glacier==1.40.61
     # via boto3-stubs
-mypy-boto3-glue==1.40.63
+mypy-boto3-glue==1.40.75
     # via boto3-stubs
 mypy-boto3-iam==1.40.70
     # via boto3-stubs
@@ -372,7 +372,7 @@ mypy-boto3-iot-data==1.40.55
     # via boto3-stubs
 mypy-boto3-iotanalytics==1.40.57
     # via boto3-stubs
-mypy-boto3-iotwireless==1.40.59
+mypy-boto3-iotwireless==1.40.73
     # via boto3-stubs
 mypy-boto3-kafka==1.40.70
     # via boto3-stubs
@@ -390,7 +390,7 @@ mypy-boto3-logs==1.40.64
     # via boto3-stubs
 mypy-boto3-managedblockchain==1.40.60
     # via boto3-stubs
-mypy-boto3-mediaconvert==1.40.64
+mypy-boto3-mediaconvert==1.40.73
     # via boto3-stubs
 mypy-boto3-mediastore==1.40.59
     # via boto3-stubs
@@ -400,7 +400,7 @@ mypy-boto3-mwaa==1.40.57
     # via boto3-stubs
 mypy-boto3-neptune==1.40.63
     # via boto3-stubs
-mypy-boto3-opensearch==1.40.69
+mypy-boto3-opensearch==1.40.75
     # via boto3-stubs
 mypy-boto3-organizations==1.40.61
     # via boto3-stubs
@@ -410,11 +410,11 @@ mypy-boto3-pinpoint==1.40.60
     # via boto3-stubs
 mypy-boto3-pipes==1.40.61
     # via boto3-stubs
-mypy-boto3-rds==1.40.50
+mypy-boto3-rds==1.40.73
     # via boto3-stubs
 mypy-boto3-rds-data==1.40.60
     # via boto3-stubs
-mypy-boto3-redshift==1.40.64
+mypy-boto3-redshift==1.40.72
     # via boto3-stubs
 mypy-boto3-redshift-data==1.40.57
     # via boto3-stubs
@@ -424,13 +424,13 @@ mypy-boto3-resourcegroupstaggingapi==1.40.64
     # via boto3-stubs
 mypy-boto3-route53==1.40.57
     # via boto3-stubs
-mypy-boto3-route53resolver==1.40.60
+mypy-boto3-route53resolver==1.40.75
     # via boto3-stubs
 mypy-boto3-s3==1.40.61
     # via boto3-stubs
 mypy-boto3-s3control==1.40.61
     # via boto3-stubs
-mypy-boto3-sagemaker==1.40.64
+mypy-boto3-sagemaker==1.40.73
     # via boto3-stubs
 mypy-boto3-sagemaker-runtime==1.40.63
     # via boto3-stubs
@@ -558,13 +558,13 @@ pygments==2.19.2
     # via
     #   pytest
     #   rich
-pymongo==4.15.3
+pymongo==4.15.4
     # via localstack-core
 pyopenssl==25.3.0
     # via
     #   localstack-core
     #   localstack-twisted
-pypandoc==1.16
+pypandoc==1.16.2
     # via localstack-core
 pyparsing==3.2.5
     # via moto-ext
@@ -641,7 +641,7 @@ rich==14.2.0
     #   localstack-core (pyproject.toml)
 rolo==0.7.6
     # via localstack-core
-rpds-py==0.28.0
+rpds-py==0.29.0
     # via
     #   jsonschema
     #   referencing
@@ -649,7 +649,7 @@ rsa==4.7.2
     # via awscli
 rstr==3.2.2
     # via localstack-core
-ruff==0.14.4
+ruff==0.14.5
     # via localstack-core
 s3transfer==0.14.0
     # via
@@ -717,13 +717,13 @@ werkzeug==3.1.3
     #   rolo
 wrapt==2.0.1
     # via aws-xray-sdk
-wsproto==1.2.0
+wsproto==1.3.1
     # via hypercorn
 xmltodict==1.0.2
     # via
     #   localstack-core
     #   moto-ext
-zope-interface==8.1
+zope-interface==8.1.1
     # via localstack-twisted
 
 # The following packages are considered to be unsafe in a requirements file:

From 7aa5ff959916909eda06588f158b707cc29858dc Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Tue, 18 Nov 2025 17:32:58 +0100
Subject: [PATCH 380/697] clean-up references to CircleCI (#13392)

---
 MANIFEST.in                                                  | 1 -
 localstack-core/localstack/testing/testselection/matching.py | 1 -
 2 files changed, 2 deletions(-)

diff --git a/MANIFEST.in b/MANIFEST.in
index 07442c11a993f..53076cee97ece 100644
--- a/MANIFEST.in
+++ b/MANIFEST.in
@@ -1,5 +1,4 @@
 exclude .github/**
-exclude .circleci/**
 exclude docs/**
 exclude tests/**
 exclude .test_durations
diff --git a/localstack-core/localstack/testing/testselection/matching.py b/localstack-core/localstack/testing/testselection/matching.py
index 55fd25b09d844..a372550a33b90 100644
--- a/localstack-core/localstack/testing/testselection/matching.py
+++ b/localstack-core/localstack/testing/testselection/matching.py
@@ -181,7 +181,6 @@ def check_rule_has_matches(rule: MatchingRule, files: Iterable[str]) -> bool:
     ).passthrough(),  # changes in a test file should always at least test that file
     # CI
     Matchers.glob(".github/**").full_suite(),
-    Matchers.glob(".circleci/**").full_suite(),
     # dependencies / project setup
     Matchers.glob("requirements*.txt").full_suite(),
     Matchers.glob("setup.cfg").full_suite(),

From b3746165c5bdbe70cc39a452a2f64e1e8be9f341 Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Wed, 19 Nov 2025 10:34:25 +0100
Subject: [PATCH 381/697] APIGW: fix GetIntegration error messages (#13393)

---
 .../services/apigateway/legacy/provider.py    |  20 ++-
 .../localstack/services/apigateway/patches.py |   9 -
 .../apigateway/test_apigateway_api.py         | 165 +++++++++++-------
 .../test_apigateway_api.snapshot.json         |  79 +++++++--
 .../test_apigateway_api.validation.json       |  57 +++---
 5 files changed, 216 insertions(+), 114 deletions(-)

diff --git a/localstack-core/localstack/services/apigateway/legacy/provider.py b/localstack-core/localstack/services/apigateway/legacy/provider.py
index 368c7c83b0f96..2396834796c38 100644
--- a/localstack-core/localstack/services/apigateway/legacy/provider.py
+++ b/localstack-core/localstack/services/apigateway/legacy/provider.py
@@ -2053,12 +2053,20 @@ def get_integration(
         **kwargs,
     ) -> Integration:
         try:
-            response: Integration = call_moto(context)
-        except CommonServiceException as e:
-            # the Exception raised by moto does not have the right message not status code
-            if e.code == "NotFoundException":
-                raise NotFoundException("Invalid Integration identifier specified")
-            raise
+            moto_rest_api = get_moto_rest_api(context, rest_api_id)
+        except NotFoundException:
+            raise NotFoundException("Invalid Resource identifier specified")
+
+        if not (moto_resource := moto_rest_api.resources.get(resource_id)):
+            raise NotFoundException("Invalid Resource identifier specified")
+
+        if not (moto_method := moto_resource.resource_methods.get(http_method)):
+            raise NotFoundException("Invalid Method identifier specified")
+
+        if not moto_method.method_integration:
+            raise NotFoundException("Invalid Integration identifier specified")
+
+        response: Integration = call_moto(context)
 
         if integration_responses := response.get("integrationResponses"):
             for integration_response in integration_responses.values():
diff --git a/localstack-core/localstack/services/apigateway/patches.py b/localstack-core/localstack/services/apigateway/patches.py
index ca12f96284fff..3122ac36c0fe2 100644
--- a/localstack-core/localstack/services/apigateway/patches.py
+++ b/localstack-core/localstack/services/apigateway/patches.py
@@ -5,7 +5,6 @@
 from moto.apigateway import models as apigateway_models
 from moto.apigateway.exceptions import (
     DeploymentNotFoundException,
-    NoIntegrationDefined,
     RestAPINotFound,
     StageStillActive,
 )
@@ -113,14 +112,6 @@ def _get_default_method_settings(fn, self):
         )
         return result
 
-    # patch integration error responses
-    @patch(apigateway_models.Resource.get_integration)
-    def apigateway_models_resource_get_integration(fn, self, method_type):
-        resource_method = self.resource_methods.get(method_type, {})
-        if not resource_method.method_integration:
-            raise NoIntegrationDefined()
-        return resource_method.method_integration
-
     @patch(apigateway_models.RestAPI.to_dict)
     def apigateway_models_rest_api_to_dict(fn, self):
         resp = fn(self)
diff --git a/tests/aws/services/apigateway/test_apigateway_api.py b/tests/aws/services/apigateway/test_apigateway_api.py
index 5b28841385788..ce8ecdb289156 100644
--- a/tests/aws/services/apigateway/test_apigateway_api.py
+++ b/tests/aws/services/apigateway/test_apigateway_api.py
@@ -3137,6 +3137,109 @@ def test_put_integration_request_parameter_bool_type(
             )
         snapshot.match("put-integration-request-param-bool-value", e.value.response)
 
+    @markers.aws.validated
+    def test_create_integration_with_vpc_link(
+        self, create_rest_apigw, aws_client, snapshot, region_name
+    ):
+        """
+        We cannot properly validate the CRUD logic of creating VPC Link, as they require an ELB Network Load Balancer
+        which are not implemented yet. But we can use stage variables to delay the evaluation of the real connection id
+        """
+        snapshot.add_transformer(snapshot.transform.key_value("cacheNamespace"))
+        rest_api_id, _, root_resource_id = create_rest_apigw(name="test vpc link")
+
+        aws_client.apigateway.put_method(
+            restApiId=rest_api_id,
+            resourceId=root_resource_id,
+            httpMethod="GET",
+            authorizationType="NONE",
+        )
+
+        # see example here:
+        # https://docs.aws.amazon.com/apigateway/latest/developerguide/set-up-api-with-vpclink-cli.html
+        put_integration = aws_client.apigateway.put_integration(
+            restApiId=rest_api_id,
+            resourceId=root_resource_id,
+            httpMethod="GET",
+            type="HTTP_PROXY",
+            uri=f"http://my-vpclink-test-nlb-1234567890abcdef.{region_name}.amazonaws.com",
+            integrationHttpMethod="GET",
+            connectionType="VPC_LINK",
+            connectionId="${stageVariables.vpcLinkId}",
+        )
+        snapshot.match("put-integration-vpc-link", put_integration)
+
+        get_integration = aws_client.apigateway.get_integration(
+            restApiId=rest_api_id,
+            resourceId=root_resource_id,
+            httpMethod="GET",
+        )
+        snapshot.match("get-integration-vpc-link", get_integration)
+
+        update_integration = aws_client.apigateway.update_integration(
+            restApiId=rest_api_id,
+            resourceId=root_resource_id,
+            httpMethod="GET",
+            patchOperations=[
+                {
+                    "op": "replace",
+                    "path": "/connectionId",
+                    "value": "${stageVariables.vpcLinkIdBeta}",
+                }
+            ],
+        )
+        snapshot.match("update-integration-vpc-link", update_integration)
+
+        get_integration_update = aws_client.apigateway.get_integration(
+            restApiId=rest_api_id,
+            resourceId=root_resource_id,
+            httpMethod="GET",
+        )
+        snapshot.match("get-integration-update-vpc-link", get_integration_update)
+
+    @markers.aws.validated
+    def test_get_integration_non_existent(
+        self, aws_client, apigw_create_rest_api, aws_client_factory, snapshot
+    ):
+        apigw_client = aws_client_factory(config=Config(parameter_validation=False)).apigateway
+        response = apigw_create_rest_api(
+            name=f"test-api-{short_uid()}",
+            description="APIGW test PutIntegration Types",
+        )
+        api_id = response["id"]
+        root_resource_id = response["rootResourceId"]
+
+        with pytest.raises(ClientError) as e:
+            apigw_client.get_integration(
+                restApiId=short_uid(), resourceId=root_resource_id, httpMethod="GET"
+            )
+        snapshot.match("get-integration-no-api", e.value.response)
+
+        with pytest.raises(ClientError) as e:
+            apigw_client.get_integration(restApiId=api_id, resourceId=short_uid(), httpMethod="GET")
+        snapshot.match("get-integration-no-resource", e.value.response)
+
+        with pytest.raises(ClientError) as e:
+            apigw_client.get_integration(
+                restApiId=api_id, resourceId=root_resource_id, httpMethod="GET"
+            )
+        snapshot.match("get-integration-no-method", e.value.response)
+
+        aws_client.apigateway.put_method(
+            restApiId=api_id,
+            resourceId=root_resource_id,
+            httpMethod="GET",
+            authorizationType="NONE",
+        )
+
+        with pytest.raises(ClientError) as e:
+            apigw_client.get_integration(
+                restApiId=api_id, resourceId=root_resource_id, httpMethod="GET"
+            )
+        snapshot.match("get-integration-no-integration", e.value.response)
+
+
+class TestApigatewayIntegrationResponse:
     @markers.aws.validated
     def test_integration_response_wrong_api(self, aws_client, apigw_create_rest_api, snapshot):
         with pytest.raises(ClientError) as e:
@@ -3503,6 +3606,8 @@ def test_delete_integration_response_errors(
             )
         snapshot.match("bad-method", e.value.response)
 
+
+class TestApigatewayMethodResponse:
     @markers.aws.validated
     def test_update_method_wrong_param_names(self, aws_client, apigw_create_rest_api, snapshot):
         snapshot.add_transformer(snapshot.transform.key_value("cacheNamespace"))
@@ -4098,63 +4203,3 @@ def test_lifecycle_method_response(self, aws_client, apigw_create_rest_api, snap
             statusCode="200",
         )
         snapshot.match("delete-method-response", delete_response)
-
-    @markers.aws.validated
-    def test_create_integration_with_vpc_link(
-        self, create_rest_apigw, aws_client, snapshot, region_name
-    ):
-        """
-        We cannot properly validate the CRUD logic of creating VPC Link, as they require an ELB Network Load Balancer
-        which are not implemented yet. But we can use stage variables to delay the evaluation of the real connection id
-        """
-        snapshot.add_transformer(snapshot.transform.key_value("cacheNamespace"))
-        rest_api_id, _, root_resource_id = create_rest_apigw(name="test vpc link")
-
-        aws_client.apigateway.put_method(
-            restApiId=rest_api_id,
-            resourceId=root_resource_id,
-            httpMethod="GET",
-            authorizationType="NONE",
-        )
-
-        # see example here:
-        # https://docs.aws.amazon.com/apigateway/latest/developerguide/set-up-api-with-vpclink-cli.html
-        put_integration = aws_client.apigateway.put_integration(
-            restApiId=rest_api_id,
-            resourceId=root_resource_id,
-            httpMethod="GET",
-            type="HTTP_PROXY",
-            uri=f"http://my-vpclink-test-nlb-1234567890abcdef.{region_name}.amazonaws.com",
-            integrationHttpMethod="GET",
-            connectionType="VPC_LINK",
-            connectionId="${stageVariables.vpcLinkId}",
-        )
-        snapshot.match("put-integration-vpc-link", put_integration)
-
-        get_integration = aws_client.apigateway.get_integration(
-            restApiId=rest_api_id,
-            resourceId=root_resource_id,
-            httpMethod="GET",
-        )
-        snapshot.match("get-integration-vpc-link", get_integration)
-
-        update_integration = aws_client.apigateway.update_integration(
-            restApiId=rest_api_id,
-            resourceId=root_resource_id,
-            httpMethod="GET",
-            patchOperations=[
-                {
-                    "op": "replace",
-                    "path": "/connectionId",
-                    "value": "${stageVariables.vpcLinkIdBeta}",
-                }
-            ],
-        )
-        snapshot.match("update-integration-vpc-link", update_integration)
-
-        get_integration_update = aws_client.apigateway.get_integration(
-            restApiId=rest_api_id,
-            resourceId=root_resource_id,
-            httpMethod="GET",
-        )
-        snapshot.match("get-integration-update-vpc-link", get_integration_update)
diff --git a/tests/aws/services/apigateway/test_apigateway_api.snapshot.json b/tests/aws/services/apigateway/test_apigateway_api.snapshot.json
index 38e29d6ab8750..cecb785720378 100644
--- a/tests/aws/services/apigateway/test_apigateway_api.snapshot.json
+++ b/tests/aws/services/apigateway/test_apigateway_api.snapshot.json
@@ -3833,7 +3833,7 @@
       }
     }
   },
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_lifecycle_integration_response": {
+  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegrationResponse::test_lifecycle_integration_response": {
     "recorded-date": "11-06-2025, 09:12:54",
     "recorded-content": {
       "put-integration-response": {
@@ -3918,7 +3918,7 @@
       }
     }
   },
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_integration_response_wrong_api": {
+  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegrationResponse::test_integration_response_wrong_api": {
     "recorded-date": "18-06-2025, 12:28:55",
     "recorded-content": {
       "put-integration-response-wrong-api": {
@@ -3945,7 +3945,7 @@
       }
     }
   },
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_integration_response_wrong_resource": {
+  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegrationResponse::test_integration_response_wrong_resource": {
     "recorded-date": "18-06-2025, 12:28:25",
     "recorded-content": {
       "put-integration-response-wrong-resource": {
@@ -3972,7 +3972,7 @@
       }
     }
   },
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_integration_response_wrong_method": {
+  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegrationResponse::test_integration_response_wrong_method": {
     "recorded-date": "18-06-2025, 11:47:00",
     "recorded-content": {
       "put-integration-response-wrong-method": {
@@ -3999,7 +3999,7 @@
       }
     }
   },
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_integration_response_invalid_statuscode": {
+  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegrationResponse::test_integration_response_invalid_statuscode": {
     "recorded-date": "18-06-2025, 11:51:51",
     "recorded-content": {
       "put-integration-response-invalid-statusCode": {
@@ -4024,7 +4024,7 @@
       }
     }
   },
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_integration_response_invalid_responsetemplates": {
+  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegrationResponse::test_integration_response_invalid_responsetemplates": {
     "recorded-date": "18-06-2025, 13:03:29",
     "recorded-content": {
       "put-integration-response-invalid-responseTemplates-1": {
@@ -4050,7 +4050,7 @@
       }
     }
   },
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_integration_response_invalid_integration": {
+  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegrationResponse::test_integration_response_invalid_integration": {
     "recorded-date": "26-06-2025, 11:21:05",
     "recorded-content": {
       "get-integration-response-without-integration": {
@@ -4066,7 +4066,7 @@
       }
     }
   },
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_integration_response_wrong_status_code": {
+  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegrationResponse::test_integration_response_wrong_status_code": {
     "recorded-date": "26-06-2025, 11:21:43",
     "recorded-content": {
       "get-integration-response-wrong-status-code": {
@@ -4082,7 +4082,7 @@
       }
     }
   },
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_lifecycle_method_response": {
+  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayMethodResponse::test_lifecycle_method_response": {
     "recorded-date": "01-07-2025, 15:48:02",
     "recorded-content": {
       "put-method-response": {
@@ -4169,7 +4169,7 @@
       }
     }
   },
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_update_method_response": {
+  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayMethodResponse::test_update_method_response": {
     "recorded-date": "30-06-2025, 12:42:31",
     "recorded-content": {
       "remove-update-method-response": {
@@ -4194,7 +4194,7 @@
       }
     }
   },
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_update_method_response_wrong_operations": {
+  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayMethodResponse::test_update_method_response_wrong_operations": {
     "recorded-date": "30-06-2025, 13:54:57",
     "recorded-content": {
       "update-method-response-wrong-operation-1": {
@@ -4249,7 +4249,7 @@
       }
     }
   },
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_update_method_response_negative_tests": {
+  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayMethodResponse::test_update_method_response_negative_tests": {
     "recorded-date": "30-06-2025, 15:24:43",
     "recorded-content": {
       "update-method-response-wrong-statuscode": {
@@ -4307,7 +4307,7 @@
       }
     }
   },
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_update_method_lack_response_parameters_and_models": {
+  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayMethodResponse::test_update_method_lack_response_parameters_and_models": {
     "recorded-date": "01-07-2025, 15:48:38",
     "recorded-content": {
       "update-method-response-operation-without-response-parameters": {
@@ -4345,7 +4345,7 @@
       }
     }
   },
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_update_method_wrong_param_names": {
+  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayMethodResponse::test_update_method_wrong_param_names": {
     "recorded-date": "01-07-2025, 15:49:16",
     "recorded-content": {
       "update-method-response-operation-with-wrong-param-name-1": {
@@ -4775,7 +4775,7 @@
       }
     }
   },
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_delete_integration_response_errors": {
+  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegrationResponse::test_delete_integration_response_errors": {
     "recorded-date": "21-08-2025, 17:53:19",
     "recorded-content": {
       "put-integration-response": {
@@ -4973,5 +4973,54 @@
         }
       }
     }
+  },
+  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_get_integration_non_existent": {
+    "recorded-date": "18-11-2025, 17:03:33",
+    "recorded-content": {
+      "get-integration-no-api": {
+        "Error": {
+          "Code": "NotFoundException",
+          "Message": "Invalid Resource identifier specified"
+        },
+        "message": "Invalid Resource identifier specified",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 404
+        }
+      },
+      "get-integration-no-resource": {
+        "Error": {
+          "Code": "NotFoundException",
+          "Message": "Invalid Resource identifier specified"
+        },
+        "message": "Invalid Resource identifier specified",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 404
+        }
+      },
+      "get-integration-no-method": {
+        "Error": {
+          "Code": "NotFoundException",
+          "Message": "Invalid Method identifier specified"
+        },
+        "message": "Invalid Method identifier specified",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 404
+        }
+      },
+      "get-integration-no-integration": {
+        "Error": {
+          "Code": "NotFoundException",
+          "Message": "Invalid Integration identifier specified"
+        },
+        "message": "Invalid Integration identifier specified",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 404
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/apigateway/test_apigateway_api.validation.json b/tests/aws/services/apigateway/test_apigateway_api.validation.json
index 74e2afd067d5b..a36daeb182e1a 100644
--- a/tests/aws/services/apigateway/test_apigateway_api.validation.json
+++ b/tests/aws/services/apigateway/test_apigateway_api.validation.json
@@ -254,7 +254,22 @@
       "total": 3.06
     }
   },
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_delete_integration_response_errors": {
+  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_get_integration_non_existent": {
+    "last_validated_date": "2025-11-18T17:03:33+00:00",
+    "durations_in_seconds": {
+      "setup": 0.83,
+      "call": 1.6,
+      "teardown": 0.38,
+      "total": 2.81
+    }
+  },
+  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_put_integration_request_parameter_bool_type": {
+    "last_validated_date": "2024-12-12T10:46:41+00:00"
+  },
+  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_put_integration_wrong_type": {
+    "last_validated_date": "2024-04-15T20:48:47+00:00"
+  },
+  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegrationResponse::test_delete_integration_response_errors": {
     "last_validated_date": "2025-08-21T17:53:19+00:00",
     "durations_in_seconds": {
       "setup": 0.84,
@@ -263,7 +278,7 @@
       "total": 3.31
     }
   },
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_integration_response_invalid_integration": {
+  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegrationResponse::test_integration_response_invalid_integration": {
     "last_validated_date": "2025-06-26T11:21:05+00:00",
     "durations_in_seconds": {
       "setup": 1.63,
@@ -272,7 +287,7 @@
       "total": 3.2
     }
   },
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_integration_response_invalid_responsetemplates": {
+  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegrationResponse::test_integration_response_invalid_responsetemplates": {
     "last_validated_date": "2025-06-18T13:03:29+00:00",
     "durations_in_seconds": {
       "setup": 1.43,
@@ -281,7 +296,7 @@
       "total": 3.8
     }
   },
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_integration_response_invalid_statuscode": {
+  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegrationResponse::test_integration_response_invalid_statuscode": {
     "last_validated_date": "2025-06-18T11:51:51+00:00",
     "durations_in_seconds": {
       "setup": 1.61,
@@ -290,7 +305,7 @@
       "total": 3.33
     }
   },
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_integration_response_wrong_api": {
+  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegrationResponse::test_integration_response_wrong_api": {
     "last_validated_date": "2025-06-18T12:28:55+00:00",
     "durations_in_seconds": {
       "setup": 1.08,
@@ -299,7 +314,7 @@
       "total": 1.4
     }
   },
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_integration_response_wrong_method": {
+  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegrationResponse::test_integration_response_wrong_method": {
     "last_validated_date": "2025-06-18T11:47:00+00:00",
     "durations_in_seconds": {
       "setup": 1.42,
@@ -308,7 +323,7 @@
       "total": 2.96
     }
   },
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_integration_response_wrong_resource": {
+  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegrationResponse::test_integration_response_wrong_resource": {
     "last_validated_date": "2025-06-18T12:28:25+00:00",
     "durations_in_seconds": {
       "setup": 1.35,
@@ -317,7 +332,7 @@
       "total": 2.98
     }
   },
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_integration_response_wrong_status_code": {
+  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegrationResponse::test_integration_response_wrong_status_code": {
     "last_validated_date": "2025-06-26T11:21:43+00:00",
     "durations_in_seconds": {
       "setup": 1.58,
@@ -326,7 +341,7 @@
       "total": 3.4
     }
   },
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_lifecycle_integration_response": {
+  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegrationResponse::test_lifecycle_integration_response": {
     "last_validated_date": "2025-06-11T09:12:54+00:00",
     "durations_in_seconds": {
       "setup": 1.49,
@@ -335,7 +350,10 @@
       "total": 4.21
     }
   },
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_lifecycle_method_response": {
+  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegrationResponse::test_put_integration_response_validation": {
+    "last_validated_date": "2025-03-03T14:27:24+00:00"
+  },
+  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayMethodResponse::test_lifecycle_method_response": {
     "last_validated_date": "2025-07-01T15:48:02+00:00",
     "durations_in_seconds": {
       "setup": 1.38,
@@ -344,16 +362,7 @@
       "total": 4.55
     }
   },
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_put_integration_request_parameter_bool_type": {
-    "last_validated_date": "2024-12-12T10:46:41+00:00"
-  },
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_put_integration_response_validation": {
-    "last_validated_date": "2025-03-03T14:27:24+00:00"
-  },
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_put_integration_wrong_type": {
-    "last_validated_date": "2024-04-15T20:48:47+00:00"
-  },
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_update_method_lack_response_parameters_and_models": {
+  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayMethodResponse::test_update_method_lack_response_parameters_and_models": {
     "last_validated_date": "2025-07-01T15:48:38+00:00",
     "durations_in_seconds": {
       "setup": 1.4,
@@ -362,7 +371,7 @@
       "total": 3.77
     }
   },
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_update_method_response": {
+  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayMethodResponse::test_update_method_response": {
     "last_validated_date": "2025-06-30T12:42:31+00:00",
     "durations_in_seconds": {
       "setup": 1.26,
@@ -371,7 +380,7 @@
       "total": 3.24
     }
   },
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_update_method_response_negative_tests": {
+  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayMethodResponse::test_update_method_response_negative_tests": {
     "last_validated_date": "2025-06-30T15:24:43+00:00",
     "durations_in_seconds": {
       "setup": 1.53,
@@ -380,7 +389,7 @@
       "total": 4.41
     }
   },
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_update_method_response_wrong_operations": {
+  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayMethodResponse::test_update_method_response_wrong_operations": {
     "last_validated_date": "2025-06-30T13:54:57+00:00",
     "durations_in_seconds": {
       "setup": 1.36,
@@ -389,7 +398,7 @@
       "total": 4.13
     }
   },
-  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_update_method_wrong_param_names": {
+  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayMethodResponse::test_update_method_wrong_param_names": {
     "last_validated_date": "2025-07-01T15:49:16+00:00",
     "durations_in_seconds": {
       "setup": 1.44,

From dba528e0db101982c3540184dc3e6ba26368e528 Mon Sep 17 00:00:00 2001
From: Alex Rashed <2796604+alexrashed@users.noreply.github.com>
Date: Wed, 19 Nov 2025 13:59:28 +0100
Subject: [PATCH 382/697] deprecate starting in host mode via the CLI (#13398)

Co-authored-by: Thomas Rausch <thomas@thrau.at>
---
 Makefile                                     | 2 +-
 localstack-core/localstack/cli/localstack.py | 7 ++++++-
 2 files changed, 7 insertions(+), 2 deletions(-)

diff --git a/Makefile b/Makefile
index 391f797c95ccd..d8542fa8cf510 100644
--- a/Makefile
+++ b/Makefile
@@ -88,7 +88,7 @@ coveralls:         		  ## Publish coveralls metrics
 	$(VENV_RUN); coveralls
 
 start:             		  ## Manually start the local infrastructure for testing
-	($(VENV_RUN); exec bin/localstack start --host)
+	($(VENV_RUN); python3 -m localstack.runtime.main)
 
 docker-run-tests:		  ## Initializes the test environment and runs the tests in a docker container
 	docker run -e LOCALSTACK_INTERNAL_TEST_COLLECT_METRIC=1 --entrypoint= -v `pwd`/.git:/opt/code/localstack/.git -v `pwd`/requirements-test.txt:/opt/code/localstack/requirements-test.txt -v `pwd`/.test_durations:/opt/code/localstack/.test_durations -v `pwd`/tests/:/opt/code/localstack/tests/ -v `pwd`/dist/:/opt/code/localstack/dist/ -v `pwd`/target/:/opt/code/localstack/target/ -v /var/run/docker.sock:/var/run/docker.sock -v /tmp/localstack:/var/lib/localstack  \
diff --git a/localstack-core/localstack/cli/localstack.py b/localstack-core/localstack/cli/localstack.py
index 8eb5589fb5176..f6b59c92f5188 100644
--- a/localstack-core/localstack/cli/localstack.py
+++ b/localstack-core/localstack/cli/localstack.py
@@ -433,7 +433,7 @@ def _print_service_table(services: dict[str, str]) -> None:
 
 @localstack.command(name="start", short_help="Start LocalStack")
 @click.option("--docker", is_flag=True, help="Start LocalStack in a docker container [default]")
-@click.option("--host", is_flag=True, help="Start LocalStack directly on the host")
+@click.option("--host", is_flag=True, help="Start LocalStack directly on the host", deprecated=True)
 @click.option("--no-banner", is_flag=True, help="Disable LocalStack banner", default=False)
 @click.option(
     "-d", "--detached", is_flag=True, help="Start LocalStack in the background", default=False
@@ -532,6 +532,11 @@ def cmd_start(
             console.log("starting LocalStack in Docker mode :whale:")
 
     if host:
+        console.log(
+            "Warning: Starting LocalStack in host mode from the CLI is deprecated and will be removed soon. Please use the default Docker mode instead.",
+            style="bold red",
+        )
+
         # call hooks to prepare host
         bootstrap.prepare_host(console)
 

From fedfb8492c34e944a09f537d223bc8dbd9bb2c9d Mon Sep 17 00:00:00 2001
From: Aiden Huynh <115724666+aidehn@users.noreply.github.com>
Date: Wed, 19 Nov 2025 13:44:55 +0000
Subject: [PATCH 383/697] KMS: On Demand Key Rotation for Imported Key Material
 (#13363)

---
 .../localstack/services/kms/models.py         |  38 +-
 .../localstack/services/kms/provider.py       |  64 ++-
 .../testing/snapshots/transformer_utility.py  |   2 +
 tests/aws/services/kms/test_kms.py            | 425 ++++++++++++++--
 tests/aws/services/kms/test_kms.snapshot.json | 453 +++++++++++++++++-
 .../aws/services/kms/test_kms.validation.json | 153 +++++-
 tests/aws/services/s3/test_s3.py              |   8 +-
 tests/aws/services/s3/test_s3.snapshot.json   |  10 +-
 tests/aws/services/s3/test_s3.validation.json |  16 +-
 tests/aws/services/s3/test_s3_api.py          |   1 +
 .../aws/services/s3/test_s3_api.snapshot.json |   9 +-
 .../services/s3/test_s3_api.validation.json   |   8 +-
 12 files changed, 1107 insertions(+), 80 deletions(-)

diff --git a/localstack-core/localstack/services/kms/models.py b/localstack-core/localstack/services/kms/models.py
index f28d2995edd7d..2bfdb97abf570 100644
--- a/localstack-core/localstack/services/kms/models.py
+++ b/localstack-core/localstack/services/kms/models.py
@@ -173,6 +173,7 @@ class KmsCryptoKey:
     public_key: bytes | None
     private_key: bytes | None
     key_material: bytes
+    pending_key_material: bytes | None
     key_spec: str
 
     @staticmethod
@@ -217,6 +218,7 @@ def raise_validation():
     def __init__(self, key_spec: str, key_material: bytes | None = None):
         self.private_key = None
         self.public_key = None
+        self.pending_key_material = None
         # Technically, key_material, being a symmetric encryption key, is only relevant for
         #   key_spec == SYMMETRIC_DEFAULT.
         # But LocalStack uses symmetric encryption with this key_material even for other specs. Asymmetric keys are
@@ -248,8 +250,9 @@ def __init__(self, key_spec: str, key_material: bytes | None = None):
         self._serialize_key(key)
 
     def load_key_material(self, material: bytes):
-        if self.key_spec in [
-            KeySpec.SYMMETRIC_DEFAULT,
+        if self.key_spec == KeySpec.SYMMETRIC_DEFAULT:
+            self.pending_key_material = material
+        elif self.key_spec in [
             KeySpec.HMAC_224,
             KeySpec.HMAC_256,
             KeySpec.HMAC_384,
@@ -323,9 +326,28 @@ def __init__(
             # remove the _custom_key_material_ tag from the tags to not readily expose the custom key material
             del self.tags[TAG_KEY_CUSTOM_KEY_MATERIAL]
         self.crypto_key = KmsCryptoKey(self.metadata.get("KeySpec"), custom_key_material)
+        self._internal_key_id = uuid.uuid4()
+
+        # The KMS implementation always provides a crypto key with key material which doesn't suit scenarios where a
+        # KMS Key may have no key material e.g. for external keys. Don't expose the CurrentKeyMaterialId in those cases.
+        if custom_key_material or (
+            self.metadata["Origin"] == "AWS_KMS"
+            and self.metadata["KeySpec"] == KeySpec.SYMMETRIC_DEFAULT
+        ):
+            self.metadata["CurrentKeyMaterialId"] = self.generate_key_material_id(
+                self.crypto_key.key_material
+            )
+
         self.rotation_period_in_days = 365
         self.next_rotation_date = None
 
+    def generate_key_material_id(self, key_material: bytes) -> str:
+        # The KeyMaterialId depends on the key material and the KeyId. Use an internal ID to prevent brute forcing
+        # the value of the key material from the public KeyId and KeyMaterialId.
+        # https://docs.aws.amazon.com/kms/latest/APIReference/API_ImportKeyMaterial.html
+        key_material_id_hex = uuid.uuid5(self._internal_key_id, key_material).hex
+        return str(key_material_id_hex) * 2
+
     def calculate_and_set_arn(self, account_id, region):
         self.metadata["Arn"] = kms_key_arn(self.metadata.get("KeyId"), account_id, region)
 
@@ -746,8 +768,16 @@ def rotate_key_on_demand(self):
                 f"The on-demand rotations limit has been reached for the given keyId. "
                 f"No more on-demand rotations can be performed for this key: {self.metadata['Arn']}"
             )
-        self.previous_keys.append(self.crypto_key.key_material)
-        self.crypto_key = KmsCryptoKey(KeySpec.SYMMETRIC_DEFAULT)
+        current_key_material = self.crypto_key.key_material
+        pending_key_material = self.crypto_key.pending_key_material
+
+        self.previous_keys.append(current_key_material)
+
+        # If there is no pending material stored on the key, then key material will be generated.
+        self.crypto_key = KmsCryptoKey(KeySpec.SYMMETRIC_DEFAULT, pending_key_material)
+        self.metadata["CurrentKeyMaterialId"] = self.generate_key_material_id(
+            self.crypto_key.key_material
+        )
 
 
 class KmsGrant:
diff --git a/localstack-core/localstack/services/kms/provider.py b/localstack-core/localstack/services/kms/provider.py
index 3d930d2f321a1..b567a7c279c16 100644
--- a/localstack-core/localstack/services/kms/provider.py
+++ b/localstack-core/localstack/services/kms/provider.py
@@ -522,7 +522,12 @@ def replicate_key(
 
         self.update_primary_key_with_replica_keys(primary_key, replica_key, replica_region)
 
-        return ReplicateKeyResponse(ReplicaKeyMetadata=replica_key.metadata)
+        # CurrentKeyMaterialId is not returned in the ReplicaKeyMetadata. May be due to not being evaluated until
+        # the key has been successfully replicated as it does not show up in DescribeKey immediately either.
+        replica_key_metadata_response = copy.deepcopy(replica_key.metadata)
+        replica_key_metadata_response.pop("CurrentKeyMaterialId", None)
+
+        return ReplicateKeyResponse(ReplicaKeyMetadata=replica_key_metadata_response)
 
     @staticmethod
     # Adds new multi region replica key to the primary key's metadata.
@@ -1206,13 +1211,10 @@ def import_key_material(
         # TODO check if there was already a key imported for this kms key
         # if so, it has to be identical. We cannot change keys by reimporting after deletion/expiry
         key_material = self._decrypt_wrapped_key_material(import_state, encrypted_key_material)
-
-        if expiration_model:
-            key_to_import_material_to.metadata["ExpirationModel"] = expiration_model
-        else:
-            key_to_import_material_to.metadata["ExpirationModel"] = (
-                ExpirationModelType.KEY_MATERIAL_EXPIRES
-            )
+        key_material_id = key_to_import_material_to.generate_key_material_id(key_material)
+        key_to_import_material_to.metadata["ExpirationModel"] = (
+            expiration_model or ExpirationModelType.KEY_MATERIAL_EXPIRES
+        )
         if (
             key_to_import_material_to.metadata["ExpirationModel"]
             == ExpirationModelType.KEY_MATERIAL_EXPIRES
@@ -1221,12 +1223,42 @@ def import_key_material(
             raise ValidationException(
                 "A validTo date must be set if the ExpirationModel is KEY_MATERIAL_EXPIRES"
             )
+        if existing_pending_material := key_to_import_material_to.crypto_key.pending_key_material:
+            pending_key_material_id = key_to_import_material_to.generate_key_material_id(
+                existing_pending_material
+            )
+            raise KMSInvalidStateException(
+                f"New key material (id: {key_material_id}) cannot be imported into KMS key "
+                f"{key_to_import_material_to.metadata['Arn']}, because another key material "
+                f"(id: {pending_key_material_id}) is pending rotation."
+            )
+
         # TODO actually set validTo and make the key expire
         key_to_import_material_to.metadata["Enabled"] = True
         key_to_import_material_to.metadata["KeyState"] = KeyState.Enabled
         key_to_import_material_to.crypto_key.load_key_material(key_material)
 
-        return ImportKeyMaterialResponse()
+        # KeyMaterialId / CurrentKeyMaterialId is only exposed for symmetric encryption keys.
+        key_material_id_response = None
+        if key_to_import_material_to.metadata["KeySpec"] == KeySpec.SYMMETRIC_DEFAULT:
+            key_material_id_response = key_to_import_material_to.generate_key_material_id(
+                key_material
+            )
+
+            # If there is no CurrentKeyMaterialId, instantly promote the pending key material to the current.
+            if key_to_import_material_to.metadata.get("CurrentKeyMaterialId") is None:
+                key_to_import_material_to.metadata["CurrentKeyMaterialId"] = (
+                    key_material_id_response
+                )
+                key_to_import_material_to.crypto_key.key_material = (
+                    key_to_import_material_to.crypto_key.pending_key_material
+                )
+                key_to_import_material_to.crypto_key.pending_key_material = None
+
+        return ImportKeyMaterialResponse(
+            KeyId=key_to_import_material_to.metadata["Arn"],
+            KeyMaterialId=key_material_id_response,
+        )
 
     def delete_imported_key_material(
         self,
@@ -1353,7 +1385,7 @@ def get_key_rotation_status(
         key = self._get_kms_key(account_id, region_name, key_id, any_key_state_allowed=True)
 
         response = GetKeyRotationStatusResponse(
-            KeyId=key_id,
+            KeyId=key.metadata["Arn"],
             KeyRotationEnabled=key.is_key_rotation_enabled,
             NextRotationDate=key.next_rotation_date,
         )
@@ -1445,13 +1477,13 @@ def rotate_key_on_demand(
 
         if key.metadata["KeySpec"] != KeySpec.SYMMETRIC_DEFAULT:
             raise UnsupportedOperationException()
-        if key.metadata["Origin"] == OriginType.EXTERNAL:
-            raise NotImplementedError("Rotation of imported keys is not supported yet.")
+        self._validate_key_state_not_pending_import(key)
+        self._validate_external_key_has_pending_material(key)
 
         key.rotate_key_on_demand()
 
         return RotateKeyOnDemandResponse(
-            KeyId=key_id,
+            KeyId=key.metadata["Arn"],
         )
 
     @handler("TagResource", expand=False)
@@ -1528,6 +1560,12 @@ def _validate_key_state_not_pending_import(self, key: KmsKey):
         if key.metadata["KeyState"] == KeyState.PendingImport:
             raise KMSInvalidStateException(f"{key.metadata['Arn']} is pending import.")
 
+    def _validate_external_key_has_pending_material(self, key: KmsKey):
+        if key.metadata["Origin"] == "EXTERNAL" and key.crypto_key.pending_key_material is None:
+            raise KMSInvalidStateException(
+                f"No available key material pending rotation for the key: {key.metadata['Arn']}."
+            )
+
     def _validate_key_for_encryption_decryption(self, context: RequestContext, key: KmsKey):
         key_usage = key.metadata["KeyUsage"]
         if key_usage != "ENCRYPT_DECRYPT":
diff --git a/localstack-core/localstack/testing/snapshots/transformer_utility.py b/localstack-core/localstack/testing/snapshots/transformer_utility.py
index d79cddd4ce5a5..d5aa270fe218e 100644
--- a/localstack-core/localstack/testing/snapshots/transformer_utility.py
+++ b/localstack-core/localstack/testing/snapshots/transformer_utility.py
@@ -566,6 +566,8 @@ def kms_api():
         """
         return [
             TransformerUtility.key_value("KeyId"),
+            TransformerUtility.key_value("KeyMaterialId"),
+            TransformerUtility.key_value("CurrentKeyMaterialId"),
             TransformerUtility.jsonpath(
                 jsonpath="$..Signature",
                 value_replacement="<signature>",
diff --git a/tests/aws/services/kms/test_kms.py b/tests/aws/services/kms/test_kms.py
index acf024206e866..b14af37f4f118 100644
--- a/tests/aws/services/kms/test_kms.py
+++ b/tests/aws/services/kms/test_kms.py
@@ -17,6 +17,7 @@
 from cryptography.hazmat.primitives.ciphers import Cipher, algorithms, modes
 from cryptography.hazmat.primitives.keywrap import aes_key_wrap_with_padding
 from cryptography.hazmat.primitives.serialization import load_der_public_key
+from localstack_snapshot.snapshots.transformer import RegexTransformer
 
 from localstack.services.kms.models import (
     HEADER_LEN,
@@ -26,7 +27,7 @@
     _serialize_ciphertext_blob,
 )
 from localstack.services.kms.utils import get_hash_algorithm
-from localstack.testing.aws.util import in_default_partition
+from localstack.testing.aws.util import in_default_partition, is_aws_cloud
 from localstack.testing.pytest import markers
 from localstack.utils.crypto import encrypt
 from localstack.utils.strings import short_uid, to_str
@@ -58,6 +59,18 @@ def get_signature_kwargs(signing_algorithm, message_type):
     return kwargs
 
 
+def generate_encrypted_symmetric_key_material(public_key: bytes) -> bytes:
+    symmetric_key_material = bytes(getrandbits(8) for _ in range(32))
+    public_key = load_der_public_key(public_key)
+    encrypted_key = public_key.encrypt(
+        symmetric_key_material,
+        padding.OAEP(
+            mgf=padding.MGF1(algorithm=hashes.SHA256()), algorithm=hashes.SHA256(), label=None
+        ),
+    )
+    return encrypted_key
+
+
 @pytest.fixture(scope="class")
 def kms_client_for_region(aws_client_factory):
     def _kms_client(
@@ -75,32 +88,31 @@ def user_arn(aws_client):
 
 def _get_all_key_ids(kms_client):
     ids = set()
-    next_token = None
+    next_marker = None
     while True:
-        kwargs = {"nextToken": next_token} if next_token else {}
+        kwargs = {"Marker": next_marker} if next_marker else {}
         response = kms_client.list_keys(**kwargs)
         for key in response["Keys"]:
             ids.add(key["KeyId"])
-        if "nextToken" not in response:
+        if "NextMarker" not in response:
             break
-        next_token = response["nextToken"]
+        next_marker = response["NextMarker"]
     return ids
 
 
 def _get_alias(kms_client, alias_name, key_id=None):
-    next_token = None
-    # TODO potential bug on pagination on "nextToken" attribute key
+    next_marker = None
     while True:
-        kwargs = {"nextToken": next_token} if next_token else {}
+        kwargs = {"Marker": next_marker} if next_marker else {}
         if key_id:
             kwargs["KeyId"] = key_id
         response = kms_client.list_aliases(**kwargs)
         for alias in response["Aliases"]:
             if alias["AliasName"] == alias_name:
                 return alias
-        if "nextToken" not in response:
+        if "NextMarker" not in response:
             break
-        next_token = response["nextToken"]
+        next_marker = response["NextMarker"]
     return None
 
 
@@ -141,21 +153,6 @@ def test_create_key(
         assert f":{region_name}:" in response["Arn"]
         assert f":{account_id}:" in response["Arn"]
 
-    @markers.aws.only_localstack
-    def test_unsupported_rotate_key_on_demand_with_imported_key_material(
-        self, kms_create_key, aws_client, snapshot
-    ):
-        key_id = kms_create_key(Origin="EXTERNAL")["KeyId"]
-
-        with pytest.raises(ClientError) as e:
-            aws_client.kms.rotate_key_on_demand(KeyId=key_id)
-
-        assert e.value.response["ResponseMetadata"]["HTTPStatusCode"] == 501
-        assert (
-            e.value.response["Error"]["Message"]
-            == "Rotation of imported keys is not supported yet."
-        )
-
     @markers.aws.validated
     def test_tag_existing_key_and_untag(
         self, kms_client_for_region, kms_create_key, snapshot, region_name
@@ -1276,6 +1273,19 @@ def test_replicate_key(
         response = us_east_1_kms_client.describe_key(KeyId=key_id)
         snapshot.match("describe-key-from-region", response)
 
+        # ensure the key has completed replicating.
+        def _replicated_key_creation_is_complete():
+            return (
+                us_west_1_kms_client.describe_key(KeyId=key_id)["KeyMetadata"]["KeyState"]
+                == "Enabled"
+            )
+
+        assert poll_condition(
+            condition=_replicated_key_creation_is_complete,
+            timeout=120,
+            interval=5 if is_aws_cloud() else 0.5,
+        )
+
         # describe replicated key
         response = us_west_1_kms_client.describe_key(KeyId=key_id)
         snapshot.match("describe-replicated-key", response)
@@ -1307,6 +1317,39 @@ def test_key_rotation_status(self, kms_key, aws_client):
         aws_client.kms.disable_key_rotation(KeyId=key_id)
         assert aws_client.kms.get_key_rotation_status(KeyId=key_id)["KeyRotationEnabled"] is False
 
+    @markers.aws.validated
+    def test_key_rotation_updates_current_key_material_id_for_aws_symmetric_keys(
+        self, kms_create_key, aws_client, snapshot
+    ):
+        key_id = kms_create_key(
+            KeyUsage="ENCRYPT_DECRYPT", KeySpec="SYMMETRIC_DEFAULT", Description="test-key"
+        )["KeyId"]
+        describe_key_before = aws_client.kms.describe_key(KeyId=key_id)
+        snapshot.match("describe-key-before-rotation", describe_key_before)
+
+        aws_client.kms.rotate_key_on_demand(KeyId=key_id)
+
+        def _assert_on_demand_rotation_updates_material():
+            response = aws_client.kms.describe_key(KeyId=key_id)
+            return (
+                response["KeyMetadata"]["CurrentKeyMaterialId"]
+                != describe_key_before["KeyMetadata"]["CurrentKeyMaterialId"]
+            )
+
+        assert poll_condition(
+            condition=_assert_on_demand_rotation_updates_material,
+            timeout=90,
+            interval=5 if is_aws_cloud() else 0.5,
+        )
+
+        describe_key_after = aws_client.kms.describe_key(KeyId=key_id)
+        snapshot.match("describe-key-after-rotation", describe_key_after)
+
+        assert (
+            describe_key_before["KeyMetadata"]["CurrentKeyMaterialId"]
+            != describe_key_after["KeyMetadata"]["CurrentKeyMaterialId"]
+        )
+
     @markers.aws.validated
     def test_key_rotations_encryption_decryption(self, kms_create_key, aws_client, snapshot):
         key_id = kms_create_key(KeyUsage="ENCRYPT_DECRYPT", KeySpec="SYMMETRIC_DEFAULT")["KeyId"]
@@ -1364,6 +1407,15 @@ def _assert_on_demand_rotation_completed():
             aws_client.kms.rotate_key_on_demand(KeyId=key_id)
         snapshot.match("error-response", e.value.response)
 
+    @markers.aws.validated
+    def test_rotate_on_demand_returns_arn_for_key_id(self, kms_create_key, aws_client, snapshot):
+        aws_kms_key = kms_create_key(KeyUsage="ENCRYPT_DECRYPT", KeySpec="SYMMETRIC_DEFAULT")
+        aws_key_rotate_on_demand_response = aws_client.kms.rotate_key_on_demand(
+            KeyId=aws_kms_key["KeyId"]
+        )
+        snapshot.match("rotate-on-demand-aws-key", aws_key_rotate_on_demand_response)
+        assert aws_key_rotate_on_demand_response["KeyId"] == aws_kms_key["Arn"]
+
     @markers.aws.validated
     def test_rotate_key_on_demand_modifies_key_material(self, kms_create_key, aws_client, snapshot):
         key_id = kms_create_key(KeyUsage="ENCRYPT_DECRYPT", KeySpec="SYMMETRIC_DEFAULT")["KeyId"]
@@ -1467,17 +1519,315 @@ def test_rotate_key_on_demand_raises_error_given_non_symmetric_key(
         snapshot.match("error-response", e.value.response)
 
     @markers.aws.validated
-    @pytest.mark.skip(
-        reason="This needs to be fixed as AWS introduced support for on demand rotation of imported keys."
-    )
-    def test_rotate_key_on_demand_raises_error_given_key_with_imported_key_material(
+    def test_rotate_key_on_demand_updates_current_key_material_for_external_keys(
         self, kms_create_key, aws_client, snapshot
     ):
-        key_id = kms_create_key(Origin="EXTERNAL")["KeyId"]
+        snapshot.add_transformer(
+            snapshot.transform.key_value("ImportToken", reference_replacement=False)
+        )
+        snapshot.add_transformer(
+            snapshot.transform.key_value("PublicKey", reference_replacement=False)
+        )
+
+        create_key_response = kms_create_key(
+            Origin="EXTERNAL", KeyUsage="ENCRYPT_DECRYPT", Description="test-key"
+        )
+        key_id = create_key_response["KeyId"]
+        snapshot.match("create-kms-external-key", create_key_response)
+
+        # Get the parameters required to import key material into our KMS key.
+        get_parameters_response = aws_client.kms.get_parameters_for_import(
+            KeyId=key_id, WrappingAlgorithm="RSAES_OAEP_SHA_256", WrappingKeySpec="RSA_2048"
+        )
+        assert get_parameters_response["KeyId"] == create_key_response["Arn"]
+        assert get_parameters_response["ImportToken"]
+        assert get_parameters_response["PublicKey"]
+        assert isinstance(get_parameters_response["ParametersValidTo"], datetime)
+        snapshot.match("get-import-parameters-response", get_parameters_response)
+
+        # Create initial key material to use in external KMS key.
+        initial_key_material = generate_encrypted_symmetric_key_material(
+            get_parameters_response["PublicKey"]
+        )
+        describe_empty_key_response = aws_client.kms.describe_key(KeyId=key_id)
+        snapshot.match("describe-empty-key-response", describe_empty_key_response)
+
+        # Import the initial key material.
+        import_key_material_response = aws_client.kms.import_key_material(
+            KeyId=key_id,
+            ImportToken=get_parameters_response["ImportToken"],
+            EncryptedKeyMaterial=initial_key_material,
+            ExpirationModel="KEY_MATERIAL_DOES_NOT_EXPIRE",
+        )
+        snapshot.match("import-key-material-response", import_key_material_response)
+
+        # On initial import of material, it should automatically update the CurrentKeyMaterialId
+        describe_key_with_material_response = aws_client.kms.describe_key(KeyId=key_id)
+        assert "CurrentKeyMaterialId" in describe_key_with_material_response["KeyMetadata"]
+        current_key_material_id = describe_key_with_material_response["KeyMetadata"][
+            "CurrentKeyMaterialId"
+        ]
+        snapshot.match("describe-key-with-material-response", describe_key_with_material_response)
+
+        # Encrypt/Decrypt using key material.
+        plaintext = b"Hello World!1/?"
+        encrypted_response = aws_client.kms.encrypt(
+            Plaintext=plaintext, KeyId=key_id, EncryptionAlgorithm="SYMMETRIC_DEFAULT"
+        )
+        snapshot.match("kms-encrypt-initial-response", encrypted_response)
+        initial_ciphertext = encrypted_response["CiphertextBlob"]
+
+        decrypted_response = aws_client.kms.decrypt(
+            CiphertextBlob=initial_ciphertext,
+            KeyId=key_id,
+        )
+        assert decrypted_response["Plaintext"] == plaintext
+
+        # Import new key material and ensure that the key uses the new material after on-demand rotation.
+        new_get_parameters_response = aws_client.kms.get_parameters_for_import(
+            KeyId=key_id, WrappingAlgorithm="RSAES_OAEP_SHA_256", WrappingKeySpec="RSA_2048"
+        )
+        new_key_material = generate_encrypted_symmetric_key_material(
+            new_get_parameters_response["PublicKey"]
+        )
+        import_new_key_material_response = aws_client.kms.import_key_material(
+            KeyId=key_id,
+            ImportToken=new_get_parameters_response["ImportToken"],
+            EncryptedKeyMaterial=new_key_material,
+            ExpirationModel="KEY_MATERIAL_DOES_NOT_EXPIRE",
+            ImportType="NEW_KEY_MATERIAL",  # Defaults to this if the key is empty, but will default to EXISTING_KEY_MATERIAL afterwards.
+        )
+
+        snapshot.match("import-new-key-material-response", import_new_key_material_response)
+        describe_key_with_material_response = aws_client.kms.describe_key(KeyId=key_id)
+        snapshot.match(
+            "describe-key-with-new-material-response", describe_key_with_material_response
+        )
+
+        # Rotate to the new key material.
+        rotate_on_demand_response = aws_client.kms.rotate_key_on_demand(KeyId=key_id)
+        snapshot.match("rotate-key-on-demand-response", rotate_on_demand_response)
+
+        def _assert_on_demand_rotation_updates_material():
+            response = aws_client.kms.describe_key(KeyId=key_id)
+            return response["KeyMetadata"]["CurrentKeyMaterialId"] != current_key_material_id
+
+        assert poll_condition(
+            condition=_assert_on_demand_rotation_updates_material,
+            timeout=90,
+            interval=5 if is_aws_cloud() else 0.5,
+        )
+
+        describe_key_after_rotate_response = aws_client.kms.describe_key(KeyId=key_id)
+        snapshot.match("describe-key-after-rotation", describe_key_after_rotate_response)
+
+        # Encrypt/Decrypt using the new key material.
+        new_encrypted_response = aws_client.kms.encrypt(
+            Plaintext=plaintext, KeyId=key_id, EncryptionAlgorithm="SYMMETRIC_DEFAULT"
+        )
+        snapshot.match("kms-encrypt-rotated-key-response", new_encrypted_response)
+        new_ciphertext = new_encrypted_response["CiphertextBlob"]
+
+        assert new_ciphertext != initial_ciphertext
+        new_decrypted_response = aws_client.kms.decrypt(
+            CiphertextBlob=new_ciphertext,
+            KeyId=key_id,
+            EncryptionAlgorithm="SYMMETRIC_DEFAULT",
+        )
+        assert new_decrypted_response["Plaintext"] == plaintext
+
+    @markers.aws.unknown
+    def test_rotate_key_on_demand_for_external_keys_decrypts_with_previous_material(
+        self, kms_create_key, aws_client, snapshot
+    ):
+        snapshot.add_transformer(
+            snapshot.transform.key_value("ImportToken", reference_replacement=False)
+        )
+        snapshot.add_transformer(
+            snapshot.transform.key_value("PublicKey", reference_replacement=False)
+        )
+
+        create_key_response = kms_create_key(
+            Origin="EXTERNAL", KeyUsage="ENCRYPT_DECRYPT", Description="test-key"
+        )
+        key_id = create_key_response["KeyId"]
+        snapshot.match("create-kms-external-key", create_key_response)
+
+        get_parameters_response = aws_client.kms.get_parameters_for_import(
+            KeyId=key_id, WrappingAlgorithm="RSAES_OAEP_SHA_256", WrappingKeySpec="RSA_2048"
+        )
+        assert get_parameters_response["ImportToken"]
+        assert get_parameters_response["PublicKey"]
+        assert isinstance(get_parameters_response["ParametersValidTo"], datetime)
+
+        initial_key_material = generate_encrypted_symmetric_key_material(
+            get_parameters_response["PublicKey"]
+        )
+
+        # Import the initial key material.
+        import_key_material_response = aws_client.kms.import_key_material(
+            KeyId=key_id,
+            ImportToken=get_parameters_response["ImportToken"],
+            EncryptedKeyMaterial=initial_key_material,
+            ExpirationModel="KEY_MATERIAL_DOES_NOT_EXPIRE",
+        )
+        snapshot.match("import-key-material-response", import_key_material_response)
+
+        initial_key_material_id = import_key_material_response["KeyMaterialId"]
+
+        # Encrypt with initial material, rotate to a new key, then ensure it decrypts with the correct key.
+        plaintext = b"Hello World!1/?"
+        encrypted_response = aws_client.kms.encrypt(
+            Plaintext=plaintext, KeyId=key_id, EncryptionAlgorithm="SYMMETRIC_DEFAULT"
+        )
+        snapshot.match("kms-encrypt-initial-response", encrypted_response)
+        initial_ciphertext = encrypted_response["CiphertextBlob"]
+
+        # Import new key material
+        new_get_parameters_response = aws_client.kms.get_parameters_for_import(
+            KeyId=key_id, WrappingAlgorithm="RSAES_OAEP_SHA_256", WrappingKeySpec="RSA_2048"
+        )
+        new_key_material = generate_encrypted_symmetric_key_material(
+            new_get_parameters_response["PublicKey"]
+        )
+        aws_client.kms.import_key_material(
+            KeyId=key_id,
+            ImportToken=new_get_parameters_response["ImportToken"],
+            EncryptedKeyMaterial=new_key_material,
+            ExpirationModel="KEY_MATERIAL_DOES_NOT_EXPIRE",
+            ImportType="NEW_KEY_MATERIAL",
+        )
+
+        # Rotate to the new key material.
+        rotate_on_demand_response = aws_client.kms.rotate_key_on_demand(KeyId=key_id)
+        snapshot.match("rotate-key-on-demand-response", rotate_on_demand_response)
+
+        def _assert_on_demand_rotation_updates_material():
+            response = aws_client.kms.describe_key(KeyId=key_id)
+            return response["KeyMetadata"]["CurrentKeyMaterialId"] != initial_key_material_id
+
+        assert poll_condition(
+            condition=_assert_on_demand_rotation_updates_material,
+            timeout=90,
+            interval=5 if is_aws_cloud() else 0.5,
+        )
+
+        decrypted_response = aws_client.kms.decrypt(
+            CiphertextBlob=initial_ciphertext,
+            KeyId=key_id,
+        )
+        assert decrypted_response["Plaintext"] == plaintext
+
+    @markers.aws.validated
+    def test_import_key_material_raises_if_there_is_already_key_material_pending(
+        self, kms_create_key, aws_client, snapshot
+    ):
+        snapshot.add_transformer(RegexTransformer(r"[a-f0-9]{64}", "<key-material-id>"))
+        create_key_response = kms_create_key(
+            Origin="EXTERNAL", KeyUsage="ENCRYPT_DECRYPT", Description="test-key"
+        )
+        key_id = create_key_response["KeyId"]
+
+        get_parameters_response = aws_client.kms.get_parameters_for_import(
+            KeyId=key_id, WrappingAlgorithm="RSAES_OAEP_SHA_256", WrappingKeySpec="RSA_2048"
+        )
+        assert get_parameters_response["ImportToken"]
+        assert get_parameters_response["PublicKey"]
+
+        initial_key_material = generate_encrypted_symmetric_key_material(
+            get_parameters_response["PublicKey"]
+        )
+        import_initial = aws_client.kms.import_key_material(
+            KeyId=key_id,
+            ImportToken=get_parameters_response["ImportToken"],
+            EncryptedKeyMaterial=initial_key_material,
+            ExpirationModel="KEY_MATERIAL_DOES_NOT_EXPIRE",
+        )
+        snapshot.match("import-initial-material-response", import_initial)
+
+        get_parameters_response = aws_client.kms.get_parameters_for_import(
+            KeyId=key_id, WrappingAlgorithm="RSAES_OAEP_SHA_256", WrappingKeySpec="RSA_2048"
+        )
+        assert get_parameters_response["ImportToken"]
+        assert get_parameters_response["PublicKey"]
+
+        pending_key_material = generate_encrypted_symmetric_key_material(
+            get_parameters_response["PublicKey"]
+        )
+        import_pending = aws_client.kms.import_key_material(
+            KeyId=key_id,
+            ImportToken=get_parameters_response["ImportToken"],
+            EncryptedKeyMaterial=pending_key_material,
+            ExpirationModel="KEY_MATERIAL_DOES_NOT_EXPIRE",
+            ImportType="NEW_KEY_MATERIAL",
+        )
+        snapshot.match("import-pending-material-response", import_pending)
+
+        get_parameters_response = aws_client.kms.get_parameters_for_import(
+            KeyId=key_id, WrappingAlgorithm="RSAES_OAEP_SHA_256", WrappingKeySpec="RSA_2048"
+        )
+        assert get_parameters_response["ImportToken"]
+        assert get_parameters_response["PublicKey"]
+
+        final_key_material = generate_encrypted_symmetric_key_material(
+            get_parameters_response["PublicKey"]
+        )
+        with pytest.raises(ClientError) as e:
+            aws_client.kms.import_key_material(
+                KeyId=key_id,
+                ImportToken=get_parameters_response["ImportToken"],
+                EncryptedKeyMaterial=final_key_material,
+                ExpirationModel="KEY_MATERIAL_DOES_NOT_EXPIRE",
+                ImportType="NEW_KEY_MATERIAL",
+            )
+        snapshot.match("existing-pending-material-error", e.value.response)
+
+    @markers.aws.validated
+    def test_rotate_key_on_demand_raises_for_no_pending_key_material(
+        self, kms_create_key, aws_client, snapshot
+    ):
+        create_key_response = kms_create_key(
+            Origin="EXTERNAL", KeyUsage="ENCRYPT_DECRYPT", Description="test-key"
+        )
+        key_id = create_key_response["KeyId"]
+
+        get_parameters_response = aws_client.kms.get_parameters_for_import(
+            KeyId=key_id, WrappingAlgorithm="RSAES_OAEP_SHA_256", WrappingKeySpec="RSA_2048"
+        )
+        assert get_parameters_response["ImportToken"]
+        assert get_parameters_response["PublicKey"]
+
+        initial_key_material = generate_encrypted_symmetric_key_material(
+            get_parameters_response["PublicKey"]
+        )
+
+        aws_client.kms.import_key_material(
+            KeyId=key_id,
+            ImportToken=get_parameters_response["ImportToken"],
+            EncryptedKeyMaterial=initial_key_material,
+            ExpirationModel="KEY_MATERIAL_DOES_NOT_EXPIRE",
+        )
 
         with pytest.raises(ClientError) as e:
             aws_client.kms.rotate_key_on_demand(KeyId=key_id)
-        snapshot.match("error-response", e.value.response)
+        snapshot.match("rotate-key-on-demand-invalid-state-error", e.value.response)
+
+    @markers.aws.validated
+    @pytest.mark.parametrize(
+        "key_spec", ["SYMMETRIC_DEFAULT", "RSA_4096"]
+    )  # Check with a non-default key spec to test ordering of raised errors.
+    def test_rotate_key_on_demand_on_external_key_with_no_key_material(
+        self, kms_create_key, aws_client, snapshot, key_spec
+    ):
+        create_key_response = kms_create_key(
+            Origin="EXTERNAL", KeyUsage="ENCRYPT_DECRYPT", Description="test-key"
+        )
+        key_id = create_key_response["KeyId"]
+        snapshot.match("create-kms-external-key", create_key_response)
+
+        with pytest.raises(ClientError) as e:
+            aws_client.kms.rotate_key_on_demand(KeyId=key_id)
+        snapshot.match(f"rotate-key-on-demand-error-response-{key_spec}", e.value.response)
 
     @markers.aws.validated
     @pytest.mark.parametrize("rotation_period_in_days", [90, 180])
@@ -2224,6 +2574,19 @@ def test_get_parameters_for_import(self, kms_create_key, snapshot, aws_client):
             )
         snapshot.match("response-error", e.value.response)
 
+    @markers.aws.validated
+    def test_get_parameters_for_import_raises_for_non_external_kms_keys(
+        self, kms_create_key, aws_client, snapshot
+    ):
+        aws_kms_key = kms_create_key()
+        with pytest.raises(ClientError) as e:
+            aws_client.kms.get_parameters_for_import(
+                KeyId=aws_kms_key["KeyId"],
+                WrappingAlgorithm="RSAES_OAEP_SHA_256",
+                WrappingKeySpec="RSA_2048",
+            )
+        snapshot.match("get-import-parameters-error", e.value.response)
+
     @markers.aws.validated
     def test_derive_shared_secret(self, kms_create_key, aws_client, snapshot):
         snapshot.add_transformer(
diff --git a/tests/aws/services/kms/test_kms.snapshot.json b/tests/aws/services/kms/test_kms.snapshot.json
index 2a3cfaae82d17..d28bbdf0adf89 100644
--- a/tests/aws/services/kms/test_kms.snapshot.json
+++ b/tests/aws/services/kms/test_kms.snapshot.json
@@ -165,12 +165,13 @@
     }
   },
   "tests/aws/services/kms/test_kms.py::TestKMS::test_create_key": {
-    "recorded-date": "13-04-2023, 11:29:30",
+    "recorded-date": "10-11-2025, 14:51:11",
     "recorded-content": {
       "describe-key": {
         "AWSAccountId": "111111111111",
         "Arn": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1>",
         "CreationDate": "datetime",
+        "CurrentKeyMaterialId": "<current-key-material-id:1>",
         "CustomerMasterKeySpec": "SYMMETRIC_DEFAULT",
         "Description": "test key 123",
         "Enabled": true,
@@ -188,7 +189,7 @@
     }
   },
   "tests/aws/services/kms/test_kms.py::TestKMS::test_get_key_in_different_region": {
-    "recorded-date": "14-06-2024, 13:34:43",
+    "recorded-date": "10-11-2025, 14:57:15",
     "recorded-content": {
       "describe-key-diff-region-with-id": {
         "Error": {
@@ -217,6 +218,7 @@
           "AWSAccountId": "111111111111",
           "Arn": "arn:<partition>:kms:<secondary-region>:111111111111:key/<key-id:1>",
           "CreationDate": "datetime",
+          "CurrentKeyMaterialId": "<current-key-material-id:1>",
           "CustomerMasterKeySpec": "SYMMETRIC_DEFAULT",
           "Description": "test key 123",
           "Enabled": true,
@@ -241,6 +243,7 @@
           "AWSAccountId": "111111111111",
           "Arn": "arn:<partition>:kms:<secondary-region>:111111111111:key/<key-id:1>",
           "CreationDate": "datetime",
+          "CurrentKeyMaterialId": "<current-key-material-id:1>",
           "CustomerMasterKeySpec": "SYMMETRIC_DEFAULT",
           "Description": "test key 123",
           "Enabled": true,
@@ -339,7 +342,7 @@
     }
   },
   "tests/aws/services/kms/test_kms.py::TestKMS::test_replicate_key": {
-    "recorded-date": "11-04-2024, 15:51:52",
+    "recorded-date": "10-11-2025, 16:44:08",
     "recorded-content": {
       "describe-key-from-different-region": {
         "Error": {
@@ -409,6 +412,7 @@
           "AWSAccountId": "111111111111",
           "Arn": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1>",
           "CreationDate": "datetime",
+          "CurrentKeyMaterialId": "<current-key-material-id:1>",
           "CustomerMasterKeySpec": "SYMMETRIC_DEFAULT",
           "Description": "test replicated key",
           "Enabled": true,
@@ -446,16 +450,17 @@
           "AWSAccountId": "111111111111",
           "Arn": "arn:<partition>:kms:ap-southeast-1:111111111111:key/<key-id:1>",
           "CreationDate": "datetime",
+          "CurrentKeyMaterialId": "<current-key-material-id:1>",
           "CustomerMasterKeySpec": "SYMMETRIC_DEFAULT",
           "Description": "",
-          "Enabled": false,
+          "Enabled": true,
           "EncryptionAlgorithms": [
             "SYMMETRIC_DEFAULT"
           ],
           "KeyId": "<key-id:1>",
           "KeyManager": "CUSTOMER",
           "KeySpec": "SYMMETRIC_DEFAULT",
-          "KeyState": "Creating",
+          "KeyState": "Enabled",
           "KeyUsage": "ENCRYPT_DECRYPT",
           "MultiRegion": true,
           "MultiRegionConfiguration": {
@@ -848,7 +853,7 @@
     }
   },
   "tests/aws/services/kms/test_kms.py::TestKMS::test_hmac_create_key": {
-    "recorded-date": "13-04-2023, 11:34:18",
+    "recorded-date": "10-11-2025, 17:24:11",
     "recorded-content": {
       "create-hmac-key": {
         "AWSAccountId": "111111111111",
@@ -1208,7 +1213,7 @@
     }
   },
   "tests/aws/services/kms/test_kms.py::TestKMS::test_import_key_symmetric": {
-    "recorded-date": "24-01-2024, 10:44:12",
+    "recorded-date": "10-11-2025, 14:57:58",
     "recorded-content": {
       "created-key": {
         "AWSAccountId": "111111111111",
@@ -1278,6 +1283,7 @@
           "AWSAccountId": "111111111111",
           "Arn": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1>",
           "CreationDate": "datetime",
+          "CurrentKeyMaterialId": "<current-key-material-id:1>",
           "CustomerMasterKeySpec": "SYMMETRIC_DEFAULT",
           "Description": "<description:1>",
           "Enabled": true,
@@ -1303,6 +1309,7 @@
           "AWSAccountId": "111111111111",
           "Arn": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1>",
           "CreationDate": "datetime",
+          "CurrentKeyMaterialId": "<current-key-material-id:1>",
           "CustomerMasterKeySpec": "SYMMETRIC_DEFAULT",
           "Description": "<description:1>",
           "Enabled": false,
@@ -1336,7 +1343,7 @@
     }
   },
   "tests/aws/services/kms/test_kms.py::TestKMS::test_import_key_asymmetric": {
-    "recorded-date": "24-01-2024, 10:44:14",
+    "recorded-date": "10-11-2025, 16:00:07",
     "recorded-content": {
       "created-key": {
         "AWSAccountId": "111111111111",
@@ -1685,12 +1692,13 @@
     }
   },
   "tests/aws/services/kms/test_kms.py::TestKMS::test_create_multi_region_key": {
-    "recorded-date": "11-04-2024, 14:46:26",
+    "recorded-date": "10-11-2025, 16:02:52",
     "recorded-content": {
       "create_multi_region_key": {
         "AWSAccountId": "111111111111",
         "Arn": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1>",
         "CreationDate": "datetime",
+        "CurrentKeyMaterialId": "<current-key-material-id:1>",
         "CustomerMasterKeySpec": "SYMMETRIC_DEFAULT",
         "Description": "test multi region key",
         "Enabled": true,
@@ -1716,12 +1724,13 @@
     }
   },
   "tests/aws/services/kms/test_kms.py::TestKMS::test_non_multi_region_keys_should_not_have_multi_region_properties": {
-    "recorded-date": "11-04-2024, 15:47:59",
+    "recorded-date": "10-11-2025, 16:04:38",
     "recorded-content": {
       "non_multi_region_keys_should_not_have_multi_region_properties": {
         "AWSAccountId": "111111111111",
         "Arn": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1>",
         "CreationDate": "datetime",
+        "CurrentKeyMaterialId": "<current-key-material-id:1>",
         "CustomerMasterKeySpec": "SYMMETRIC_DEFAULT",
         "Description": "test non multi region key",
         "Enabled": true,
@@ -2060,7 +2069,7 @@
     }
   },
   "tests/aws/services/kms/test_kms.py::TestKMS::test_rotate_key_on_demand_with_symmetric_key_and_automatic_rotation_disabled": {
-    "recorded-date": "12-03-2025, 19:05:50",
+    "recorded-date": "10-11-2025, 17:37:46",
     "recorded-content": {
       "rotate-on-demand-response": {
         "KeyId": "<key-id:1>",
@@ -3211,5 +3220,427 @@
         }
       }
     }
+  },
+  "tests/aws/services/kms/test_kms.py::TestKMS::test_rotate_key_on_demand_on_external_key_with_no_key_material[SYMMETRIC_DEFAULT]": {
+    "recorded-date": "05-11-2025, 16:12:01",
+    "recorded-content": {
+      "create-kms-external-key": {
+        "AWSAccountId": "111111111111",
+        "Arn": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1>",
+        "CreationDate": "datetime",
+        "CustomerMasterKeySpec": "SYMMETRIC_DEFAULT",
+        "Description": "test-key",
+        "Enabled": false,
+        "EncryptionAlgorithms": [
+          "SYMMETRIC_DEFAULT"
+        ],
+        "KeyId": "<key-id:1>",
+        "KeyManager": "CUSTOMER",
+        "KeySpec": "SYMMETRIC_DEFAULT",
+        "KeyState": "PendingImport",
+        "KeyUsage": "ENCRYPT_DECRYPT",
+        "MultiRegion": false,
+        "Origin": "EXTERNAL"
+      },
+      "rotate-key-on-demand-error-response-SYMMETRIC_DEFAULT": {
+        "Error": {
+          "Code": "KMSInvalidStateException",
+          "Message": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1> is pending import."
+        },
+        "message": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1> is pending import.",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/kms/test_kms.py::TestKMS::test_rotate_key_on_demand_on_external_key_with_no_key_material[RSA_4096]": {
+    "recorded-date": "05-11-2025, 16:12:01",
+    "recorded-content": {
+      "create-kms-external-key": {
+        "AWSAccountId": "111111111111",
+        "Arn": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1>",
+        "CreationDate": "datetime",
+        "CustomerMasterKeySpec": "SYMMETRIC_DEFAULT",
+        "Description": "test-key",
+        "Enabled": false,
+        "EncryptionAlgorithms": [
+          "SYMMETRIC_DEFAULT"
+        ],
+        "KeyId": "<key-id:1>",
+        "KeyManager": "CUSTOMER",
+        "KeySpec": "SYMMETRIC_DEFAULT",
+        "KeyState": "PendingImport",
+        "KeyUsage": "ENCRYPT_DECRYPT",
+        "MultiRegion": false,
+        "Origin": "EXTERNAL"
+      },
+      "rotate-key-on-demand-error-response-RSA_4096": {
+        "Error": {
+          "Code": "KMSInvalidStateException",
+          "Message": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1> is pending import."
+        },
+        "message": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1> is pending import.",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/kms/test_kms.py::TestKMS::test_rotate_on_demand_returns_arn_for_key_id": {
+    "recorded-date": "06-11-2025, 11:07:58",
+    "recorded-content": {
+      "rotate-on-demand-aws-key": {
+        "KeyId": "<key-id:1>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/kms/test_kms.py::TestKMS::test_rotate_key_on_demand_updates_current_key_material_for_external_keys": {
+    "recorded-date": "09-11-2025, 16:21:58",
+    "recorded-content": {
+      "create-kms-external-key": {
+        "AWSAccountId": "111111111111",
+        "Arn": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1>",
+        "CreationDate": "datetime",
+        "CustomerMasterKeySpec": "SYMMETRIC_DEFAULT",
+        "Description": "test-key",
+        "Enabled": false,
+        "EncryptionAlgorithms": [
+          "SYMMETRIC_DEFAULT"
+        ],
+        "KeyId": "<key-id:1>",
+        "KeyManager": "CUSTOMER",
+        "KeySpec": "SYMMETRIC_DEFAULT",
+        "KeyState": "PendingImport",
+        "KeyUsage": "ENCRYPT_DECRYPT",
+        "MultiRegion": false,
+        "Origin": "EXTERNAL"
+      },
+      "get-import-parameters-response": {
+        "ImportToken": "import-token",
+        "KeyId": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1>",
+        "ParametersValidTo": "datetime",
+        "PublicKey": "public-key",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-empty-key-response": {
+        "KeyMetadata": {
+          "AWSAccountId": "111111111111",
+          "Arn": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1>",
+          "CreationDate": "datetime",
+          "CustomerMasterKeySpec": "SYMMETRIC_DEFAULT",
+          "Description": "test-key",
+          "Enabled": false,
+          "EncryptionAlgorithms": [
+            "SYMMETRIC_DEFAULT"
+          ],
+          "KeyId": "<key-id:1>",
+          "KeyManager": "CUSTOMER",
+          "KeySpec": "SYMMETRIC_DEFAULT",
+          "KeyState": "PendingImport",
+          "KeyUsage": "ENCRYPT_DECRYPT",
+          "MultiRegion": false,
+          "Origin": "EXTERNAL"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "import-key-material-response": {
+        "KeyId": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1>",
+        "KeyMaterialId": "<key-material-id:1>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-key-with-material-response": {
+        "KeyMetadata": {
+          "AWSAccountId": "111111111111",
+          "Arn": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1>",
+          "CreationDate": "datetime",
+          "CurrentKeyMaterialId": "<key-material-id:1>",
+          "CustomerMasterKeySpec": "SYMMETRIC_DEFAULT",
+          "Description": "test-key",
+          "Enabled": true,
+          "EncryptionAlgorithms": [
+            "SYMMETRIC_DEFAULT"
+          ],
+          "ExpirationModel": "KEY_MATERIAL_DOES_NOT_EXPIRE",
+          "KeyId": "<key-id:1>",
+          "KeyManager": "CUSTOMER",
+          "KeySpec": "SYMMETRIC_DEFAULT",
+          "KeyState": "Enabled",
+          "KeyUsage": "ENCRYPT_DECRYPT",
+          "MultiRegion": false,
+          "Origin": "EXTERNAL"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "kms-encrypt-initial-response": {
+        "CiphertextBlob": "ciphertext-blob",
+        "EncryptionAlgorithm": "SYMMETRIC_DEFAULT",
+        "KeyId": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "import-new-key-material-response": {
+        "KeyId": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1>",
+        "KeyMaterialId": "<key-material-id:2>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-key-with-new-material-response": {
+        "KeyMetadata": {
+          "AWSAccountId": "111111111111",
+          "Arn": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1>",
+          "CreationDate": "datetime",
+          "CurrentKeyMaterialId": "<key-material-id:1>",
+          "CustomerMasterKeySpec": "SYMMETRIC_DEFAULT",
+          "Description": "test-key",
+          "Enabled": true,
+          "EncryptionAlgorithms": [
+            "SYMMETRIC_DEFAULT"
+          ],
+          "ExpirationModel": "KEY_MATERIAL_DOES_NOT_EXPIRE",
+          "KeyId": "<key-id:1>",
+          "KeyManager": "CUSTOMER",
+          "KeySpec": "SYMMETRIC_DEFAULT",
+          "KeyState": "Enabled",
+          "KeyUsage": "ENCRYPT_DECRYPT",
+          "MultiRegion": false,
+          "Origin": "EXTERNAL"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "rotate-key-on-demand-response": {
+        "KeyId": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-key-after-rotation": {
+        "KeyMetadata": {
+          "AWSAccountId": "111111111111",
+          "Arn": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1>",
+          "CreationDate": "datetime",
+          "CurrentKeyMaterialId": "<key-material-id:2>",
+          "CustomerMasterKeySpec": "SYMMETRIC_DEFAULT",
+          "Description": "test-key",
+          "Enabled": true,
+          "EncryptionAlgorithms": [
+            "SYMMETRIC_DEFAULT"
+          ],
+          "ExpirationModel": "KEY_MATERIAL_DOES_NOT_EXPIRE",
+          "KeyId": "<key-id:1>",
+          "KeyManager": "CUSTOMER",
+          "KeySpec": "SYMMETRIC_DEFAULT",
+          "KeyState": "Enabled",
+          "KeyUsage": "ENCRYPT_DECRYPT",
+          "MultiRegion": false,
+          "Origin": "EXTERNAL"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "kms-encrypt-rotated-key-response": {
+        "CiphertextBlob": "ciphertext-blob",
+        "EncryptionAlgorithm": "SYMMETRIC_DEFAULT",
+        "KeyId": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/kms/test_kms.py::TestKMS::test_get_parameters_for_import_raises_for_non_external_kms_keys": {
+    "recorded-date": "10-11-2025, 23:21:24",
+    "recorded-content": {
+      "get-import-parameters-error": {
+        "Error": {
+          "Code": "UnsupportedOperationException",
+          "Message": "<key-arn> origin is AWS_KMS which is not valid for this operation."
+        },
+        "message": "<key-arn> origin is AWS_KMS which is not valid for this operation.",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/kms/test_kms.py::TestKMS::test_import_key_material_raises_if_there_is_already_key_material_pending": {
+    "recorded-date": "10-11-2025, 23:15:45",
+    "recorded-content": {
+      "import-initial-material-response": {
+        "KeyId": "<key-id:1>",
+        "KeyMaterialId": "<key-material-id:1>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "import-pending-material-response": {
+        "KeyId": "<key-id:1>",
+        "KeyMaterialId": "<key-material-id:2>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "existing-pending-material-error": {
+        "Error": {
+          "Code": "KMSInvalidStateException",
+          "Message": "New key material (id: <key-material-id>) cannot be imported into KMS key <key-id:1>, because another key material (id: <key-material-id:2>) is pending rotation."
+        },
+        "message": "New key material (id: <key-material-id>) cannot be imported into KMS key <key-id:1>, because another key material (id: <key-material-id:2>) is pending rotation.",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/kms/test_kms.py::TestKMS::test_rotate_key_on_demand_for_external_keys_decrypts_with_previous_material": {
+    "recorded-date": "12-11-2025, 21:00:07",
+    "recorded-content": {
+      "create-kms-external-key": {
+        "AWSAccountId": "111111111111",
+        "Arn": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1>",
+        "CreationDate": "datetime",
+        "CustomerMasterKeySpec": "SYMMETRIC_DEFAULT",
+        "Description": "test-key",
+        "Enabled": false,
+        "EncryptionAlgorithms": [
+          "SYMMETRIC_DEFAULT"
+        ],
+        "KeyId": "<key-id:1>",
+        "KeyManager": "CUSTOMER",
+        "KeySpec": "SYMMETRIC_DEFAULT",
+        "KeyState": "PendingImport",
+        "KeyUsage": "ENCRYPT_DECRYPT",
+        "MultiRegion": false,
+        "Origin": "EXTERNAL"
+      },
+      "import-key-material-response": {
+        "KeyId": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1>",
+        "KeyMaterialId": "<key-material-id:1>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "kms-encrypt-initial-response": {
+        "CiphertextBlob": "ciphertext-blob",
+        "EncryptionAlgorithm": "SYMMETRIC_DEFAULT",
+        "KeyId": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "rotate-key-on-demand-response": {
+        "KeyId": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/kms/test_kms.py::TestKMS::test_rotate_key_on_demand_raises_for_no_pending_key_material": {
+    "recorded-date": "19-11-2025, 10:21:48",
+    "recorded-content": {
+      "rotate-key-on-demand-invalid-state-error": {
+        "Error": {
+          "Code": "KMSInvalidStateException",
+          "Message": "No available key material pending rotation for the key: <key-arn>."
+        },
+        "message": "No available key material pending rotation for the key: <key-arn>.",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/kms/test_kms.py::TestKMS::test_key_rotation_updates_current_key_material_id_for_aws_symmetric_keys": {
+    "recorded-date": "19-11-2025, 10:55:13",
+    "recorded-content": {
+      "describe-key-before-rotation": {
+        "KeyMetadata": {
+          "AWSAccountId": "111111111111",
+          "Arn": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1>",
+          "CreationDate": "datetime",
+          "CurrentKeyMaterialId": "<current-key-material-id:1>",
+          "CustomerMasterKeySpec": "SYMMETRIC_DEFAULT",
+          "Description": "test-key",
+          "Enabled": true,
+          "EncryptionAlgorithms": [
+            "SYMMETRIC_DEFAULT"
+          ],
+          "KeyId": "<key-id:1>",
+          "KeyManager": "CUSTOMER",
+          "KeySpec": "SYMMETRIC_DEFAULT",
+          "KeyState": "Enabled",
+          "KeyUsage": "ENCRYPT_DECRYPT",
+          "MultiRegion": false,
+          "Origin": "AWS_KMS"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-key-after-rotation": {
+        "KeyMetadata": {
+          "AWSAccountId": "111111111111",
+          "Arn": "arn:<partition>:kms:<region>:111111111111:key/<key-id:1>",
+          "CreationDate": "datetime",
+          "CurrentKeyMaterialId": "<current-key-material-id:2>",
+          "CustomerMasterKeySpec": "SYMMETRIC_DEFAULT",
+          "Description": "test-key",
+          "Enabled": true,
+          "EncryptionAlgorithms": [
+            "SYMMETRIC_DEFAULT"
+          ],
+          "KeyId": "<key-id:1>",
+          "KeyManager": "CUSTOMER",
+          "KeySpec": "SYMMETRIC_DEFAULT",
+          "KeyState": "Enabled",
+          "KeyUsage": "ENCRYPT_DECRYPT",
+          "MultiRegion": false,
+          "Origin": "AWS_KMS"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/kms/test_kms.validation.json b/tests/aws/services/kms/test_kms.validation.json
index aa83a4a410612..43bb965ae5ebe 100644
--- a/tests/aws/services/kms/test_kms.validation.json
+++ b/tests/aws/services/kms/test_kms.validation.json
@@ -21,7 +21,13 @@
     "last_validated_date": "2024-04-11T15:52:40+00:00"
   },
   "tests/aws/services/kms/test_kms.py::TestKMS::test_create_key": {
-    "last_validated_date": "2024-04-11T15:26:14+00:00"
+    "last_validated_date": "2025-11-10T14:51:11+00:00",
+    "durations_in_seconds": {
+      "setup": 1.51,
+      "call": 0.36,
+      "teardown": 0.05,
+      "total": 1.92
+    }
   },
   "tests/aws/services/kms/test_kms.py::TestKMS::test_create_key_with_invalid_tag_key[lowercase_prefix]": {
     "last_validated_date": "2025-01-22T13:37:31+00:00"
@@ -42,7 +48,13 @@
     "last_validated_date": "2024-04-11T15:53:50+00:00"
   },
   "tests/aws/services/kms/test_kms.py::TestKMS::test_create_multi_region_key": {
-    "last_validated_date": "2024-04-11T15:53:40+00:00"
+    "last_validated_date": "2025-11-10T16:02:52+00:00",
+    "durations_in_seconds": {
+      "setup": 1.19,
+      "call": 0.35,
+      "teardown": 0.05,
+      "total": 1.59
+    }
   },
   "tests/aws/services/kms/test_kms.py::TestKMS::test_derive_shared_secret": {
     "last_validated_date": "2024-12-25T14:45:00+00:00"
@@ -144,7 +156,13 @@
     }
   },
   "tests/aws/services/kms/test_kms.py::TestKMS::test_get_key_in_different_region": {
-    "last_validated_date": "2024-06-14T13:35:20+00:00"
+    "last_validated_date": "2025-11-10T14:57:15+00:00",
+    "durations_in_seconds": {
+      "setup": 0.93,
+      "call": 1.45,
+      "teardown": 0.2,
+      "total": 2.58
+    }
   },
   "tests/aws/services/kms/test_kms.py::TestKMS::test_get_key_invalid_uuid": {
     "last_validated_date": "2024-04-11T15:52:33+00:00"
@@ -152,6 +170,15 @@
   "tests/aws/services/kms/test_kms.py::TestKMS::test_get_parameters_for_import": {
     "last_validated_date": "2024-04-11T15:54:23+00:00"
   },
+  "tests/aws/services/kms/test_kms.py::TestKMS::test_get_parameters_for_import_raises_for_non_external_kms_keys": {
+    "last_validated_date": "2025-11-10T23:21:24+00:00",
+    "durations_in_seconds": {
+      "setup": 1.01,
+      "call": 0.31,
+      "teardown": 0.05,
+      "total": 1.37
+    }
+  },
   "tests/aws/services/kms/test_kms.py::TestKMS::test_get_public_key": {
     "last_validated_date": "2024-04-11T15:53:25+00:00"
   },
@@ -159,13 +186,25 @@
     "last_validated_date": "2024-04-11T15:53:55+00:00"
   },
   "tests/aws/services/kms/test_kms.py::TestKMS::test_hmac_create_key": {
-    "last_validated_date": "2024-04-10T20:40:13+00:00"
+    "last_validated_date": "2025-11-10T17:24:11+00:00",
+    "durations_in_seconds": {
+      "setup": 1.02,
+      "call": 0.36,
+      "teardown": 0.05,
+      "total": 1.43
+    }
   },
   "tests/aws/services/kms/test_kms.py::TestKMS::test_hmac_create_key_invalid_operations": {
     "last_validated_date": "2023-04-13T09:31:06+00:00"
   },
   "tests/aws/services/kms/test_kms.py::TestKMS::test_import_key_asymmetric": {
-    "last_validated_date": "2024-04-11T15:53:35+00:00"
+    "last_validated_date": "2025-11-10T16:00:07+00:00",
+    "durations_in_seconds": {
+      "setup": 1.59,
+      "call": 0.64,
+      "teardown": 0.05,
+      "total": 2.28
+    }
   },
   "tests/aws/services/kms/test_kms.py::TestKMS::test_import_key_ecc_keys[ECC_NIST_P256]": {
     "last_validated_date": "2025-08-04T08:10:22+00:00",
@@ -239,6 +278,15 @@
       "total": 3.24
     }
   },
+  "tests/aws/services/kms/test_kms.py::TestKMS::test_import_key_material_raises_if_there_is_already_key_material_pending": {
+    "last_validated_date": "2025-11-10T23:15:45+00:00",
+    "durations_in_seconds": {
+      "setup": 0.93,
+      "call": 0.62,
+      "teardown": 0.05,
+      "total": 1.6
+    }
+  },
   "tests/aws/services/kms/test_kms.py::TestKMS::test_import_key_rsa_aes_wrap_sha256": {
     "last_validated_date": "2025-07-22T06:11:13+00:00",
     "durations_in_seconds": {
@@ -249,7 +297,13 @@
     }
   },
   "tests/aws/services/kms/test_kms.py::TestKMS::test_import_key_symmetric": {
-    "last_validated_date": "2024-04-11T15:53:31+00:00"
+    "last_validated_date": "2025-11-10T14:57:58+00:00",
+    "durations_in_seconds": {
+      "setup": 0.86,
+      "call": 0.68,
+      "teardown": 0.05,
+      "total": 1.59
+    }
   },
   "tests/aws/services/kms/test_kms.py::TestKMS::test_invalid_generate_mac[HMAC_224-HMAC_SHA_256]": {
     "last_validated_date": "2024-04-11T15:54:11+00:00"
@@ -278,6 +332,15 @@
   "tests/aws/services/kms/test_kms.py::TestKMS::test_key_rotation_status": {
     "last_validated_date": "2024-04-11T15:53:48+00:00"
   },
+  "tests/aws/services/kms/test_kms.py::TestKMS::test_key_rotation_updates_current_key_material_id_for_aws_symmetric_keys": {
+    "last_validated_date": "2025-11-19T10:55:13+00:00",
+    "durations_in_seconds": {
+      "setup": 0.92,
+      "call": 65.88,
+      "teardown": 0.05,
+      "total": 66.85
+    }
+  },
   "tests/aws/services/kms/test_kms.py::TestKMS::test_key_rotations_encryption_decryption": {
     "last_validated_date": "2025-04-03T09:34:47+00:00"
   },
@@ -297,7 +360,13 @@
     "last_validated_date": "2024-04-11T15:52:34+00:00"
   },
   "tests/aws/services/kms/test_kms.py::TestKMS::test_non_multi_region_keys_should_not_have_multi_region_properties": {
-    "last_validated_date": "2024-04-11T15:53:41+00:00"
+    "last_validated_date": "2025-11-10T16:04:38+00:00",
+    "durations_in_seconds": {
+      "setup": 1.22,
+      "call": 0.3,
+      "teardown": 0.05,
+      "total": 1.57
+    }
   },
   "tests/aws/services/kms/test_kms.py::TestKMS::test_plaintext_size_for_encrypt": {
     "last_validated_date": "2024-04-11T15:54:20+00:00"
@@ -312,7 +381,13 @@
     "last_validated_date": "2025-06-09T12:53:24+00:00"
   },
   "tests/aws/services/kms/test_kms.py::TestKMS::test_replicate_key": {
-    "last_validated_date": "2024-04-11T15:53:44+00:00"
+    "last_validated_date": "2025-11-10T16:44:08+00:00",
+    "durations_in_seconds": {
+      "setup": 1.01,
+      "call": 64.64,
+      "teardown": 0.34,
+      "total": 65.99
+    }
   },
   "tests/aws/services/kms/test_kms.py::TestKMS::test_replicate_replica_key_should_fail": {
     "last_validated_date": "2025-09-08T16:34:57+00:00",
@@ -329,9 +404,36 @@
   "tests/aws/services/kms/test_kms.py::TestKMS::test_revoke_grant": {
     "last_validated_date": "2024-04-11T15:52:44+00:00"
   },
+  "tests/aws/services/kms/test_kms.py::TestKMS::test_rotate_key_on_demand_for_external_keys_decrypts_with_previous_material": {
+    "last_validated_date": "2025-11-12T21:00:07+00:00",
+    "durations_in_seconds": {
+      "setup": 0.91,
+      "call": 66.22,
+      "teardown": 0.05,
+      "total": 67.18
+    }
+  },
   "tests/aws/services/kms/test_kms.py::TestKMS::test_rotate_key_on_demand_modifies_key_material": {
     "last_validated_date": "2025-03-08T09:24:15+00:00"
   },
+  "tests/aws/services/kms/test_kms.py::TestKMS::test_rotate_key_on_demand_on_external_key_with_no_key_material[RSA_4096]": {
+    "last_validated_date": "2025-11-05T16:12:01+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.1,
+      "teardown": 0.05,
+      "total": 0.15
+    }
+  },
+  "tests/aws/services/kms/test_kms.py::TestKMS::test_rotate_key_on_demand_on_external_key_with_no_key_material[SYMMETRIC_DEFAULT]": {
+    "last_validated_date": "2025-11-05T16:12:01+00:00",
+    "durations_in_seconds": {
+      "setup": 0.83,
+      "call": 0.21,
+      "teardown": 0.05,
+      "total": 1.09
+    }
+  },
   "tests/aws/services/kms/test_kms.py::TestKMS::test_rotate_key_on_demand_raises_error_given_key_is_disabled": {
     "last_validated_date": "2025-03-08T09:26:50+00:00"
   },
@@ -344,12 +446,45 @@
   "tests/aws/services/kms/test_kms.py::TestKMS::test_rotate_key_on_demand_raises_error_given_non_symmetric_key": {
     "last_validated_date": "2025-03-08T09:27:44+00:00"
   },
+  "tests/aws/services/kms/test_kms.py::TestKMS::test_rotate_key_on_demand_raises_for_no_pending_key_material": {
+    "last_validated_date": "2025-11-19T10:21:48+00:00",
+    "durations_in_seconds": {
+      "setup": 0.78,
+      "call": 0.39,
+      "teardown": 0.05,
+      "total": 1.22
+    }
+  },
+  "tests/aws/services/kms/test_kms.py::TestKMS::test_rotate_key_on_demand_updates_current_key_material_for_external_keys": {
+    "last_validated_date": "2025-11-09T16:21:58+00:00",
+    "durations_in_seconds": {
+      "setup": 0.96,
+      "call": 61.39,
+      "teardown": 0.05,
+      "total": 62.4
+    }
+  },
   "tests/aws/services/kms/test_kms.py::TestKMS::test_rotate_key_on_demand_with_symmetric_key_and_automatic_rotation_disabled": {
-    "last_validated_date": "2025-03-12T19:05:50+00:00"
+    "last_validated_date": "2025-11-10T17:37:46+00:00",
+    "durations_in_seconds": {
+      "setup": 1.18,
+      "call": 6.38,
+      "teardown": 0.05,
+      "total": 7.61
+    }
   },
   "tests/aws/services/kms/test_kms.py::TestKMS::test_rotate_key_on_demand_with_symmetric_key_and_automatic_rotation_enabled": {
     "last_validated_date": "2025-03-12T19:07:01+00:00"
   },
+  "tests/aws/services/kms/test_kms.py::TestKMS::test_rotate_on_demand_returns_arn_for_key_id": {
+    "last_validated_date": "2025-11-06T11:07:58+00:00",
+    "durations_in_seconds": {
+      "setup": 0.91,
+      "call": 0.31,
+      "teardown": 0.05,
+      "total": 1.27
+    }
+  },
   "tests/aws/services/kms/test_kms.py::TestKMS::test_schedule_and_cancel_key_deletion": {
     "last_validated_date": "2024-04-11T15:52:36+00:00"
   },
diff --git a/tests/aws/services/s3/test_s3.py b/tests/aws/services/s3/test_s3.py
index d29aa9247db60..33e628a47007a 100644
--- a/tests/aws/services/s3/test_s3.py
+++ b/tests/aws/services/s3/test_s3.py
@@ -4771,6 +4771,7 @@ def test_s3_sse_validate_kms_key(
         region_us_west_2 = "us-west-2"
         snapshot.add_transformers_list(
             [
+                snapshot.transform.key_value("CurrentKeyMaterialId"),
                 snapshot.transform.key_value("Description"),
                 snapshot.transform.regex(region_us_east_2, "<region_1>"),
                 snapshot.transform.regex(region_us_west_2, "<region_2>"),
@@ -4914,7 +4915,12 @@ def test_s3_sse_validate_kms_key(
     def test_s3_sse_validate_kms_key_state(
         self, s3_bucket, kms_create_key, monkeypatch, snapshot, aws_client
     ):
-        snapshot.add_transformer(snapshot.transform.key_value("Description"))
+        snapshot.add_transformer(
+            [
+                snapshot.transform.key_value("Description"),
+                snapshot.transform.key_value("CurrentKeyMaterialId"),
+            ]
+        )
         data = b"test-sse"
 
         # create key in the same region as the bucket
diff --git a/tests/aws/services/s3/test_s3.snapshot.json b/tests/aws/services/s3/test_s3.snapshot.json
index 448f190721335..3e5f982ce872a 100644
--- a/tests/aws/services/s3/test_s3.snapshot.json
+++ b/tests/aws/services/s3/test_s3.snapshot.json
@@ -4589,12 +4589,13 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_s3_sse_validate_kms_key": {
-    "recorded-date": "21-01-2025, 18:39:28",
+    "recorded-date": "11-11-2025, 11:12:33",
     "recorded-content": {
       "create-kms-key": {
         "AWSAccountId": "111111111111",
         "Arn": "arn:<partition>:kms:<region_2>:111111111111:key/<uuid:1>",
         "CreationDate": "datetime",
+        "CurrentKeyMaterialId": "<current-key-material-id:1>",
         "CustomerMasterKeySpec": "SYMMETRIC_DEFAULT",
         "Description": "<description:1>",
         "Enabled": true,
@@ -5319,12 +5320,13 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_s3_sse_validate_kms_key_state": {
-    "recorded-date": "21-01-2025, 18:39:38",
+    "recorded-date": "11-11-2025, 11:14:44",
     "recorded-content": {
       "create-kms-key": {
         "AWSAccountId": "111111111111",
         "Arn": "arn:<partition>:kms:<region>:111111111111:key/<uuid:1>",
         "CreationDate": "datetime",
+        "CurrentKeyMaterialId": "<current-key-material-id:1>",
         "CustomerMasterKeySpec": "SYMMETRIC_DEFAULT",
         "Description": "<description:1>",
         "Enabled": true,
@@ -5342,7 +5344,7 @@
       "success-put-object-sse": {
         "ChecksumCRC32": "KHcEKQ==",
         "ChecksumType": "FULL_OBJECT",
-        "ETag": "\"e1ae6a8d27c2b77e7dcd9b4c8a3b579d\"",
+        "ETag": "\"805149e24234f08e83e3a23326ddcc67\"",
         "SSEKMSKeyId": "arn:<partition>:kms:<region>:111111111111:key/<uuid:1>",
         "ServerSideEncryption": "aws:kms",
         "ResponseMetadata": {
@@ -5357,7 +5359,7 @@
         "ChecksumType": "FULL_OBJECT",
         "ContentLength": 8,
         "ContentType": "binary/octet-stream",
-        "ETag": "\"e1ae6a8d27c2b77e7dcd9b4c8a3b579d\"",
+        "ETag": "\"805149e24234f08e83e3a23326ddcc67\"",
         "LastModified": "datetime",
         "Metadata": {},
         "SSEKMSKeyId": "arn:<partition>:kms:<region>:111111111111:key/<uuid:1>",
diff --git a/tests/aws/services/s3/test_s3.validation.json b/tests/aws/services/s3/test_s3.validation.json
index 37936ba90bc93..514ea65fc345b 100644
--- a/tests/aws/services/s3/test_s3.validation.json
+++ b/tests/aws/services/s3/test_s3.validation.json
@@ -558,10 +558,22 @@
     "last_validated_date": "2023-04-03T20:16:19+00:00"
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_s3_sse_validate_kms_key": {
-    "last_validated_date": "2025-01-21T18:39:28+00:00"
+    "last_validated_date": "2025-11-11T11:12:34+00:00",
+    "durations_in_seconds": {
+      "setup": 1.46,
+      "call": 4.07,
+      "teardown": 1.63,
+      "total": 7.16
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_s3_sse_validate_kms_key_state": {
-    "last_validated_date": "2025-01-21T18:39:38+00:00"
+    "last_validated_date": "2025-11-11T11:14:44+00:00",
+    "durations_in_seconds": {
+      "setup": 1.75,
+      "call": 6.03,
+      "teardown": 0.73,
+      "total": 8.51
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_s3_timestamp_precision": {
     "last_validated_date": "2025-01-21T18:41:40+00:00"
diff --git a/tests/aws/services/s3/test_s3_api.py b/tests/aws/services/s3/test_s3_api.py
index cfab12711471b..c276f7db8d30f 100644
--- a/tests/aws/services/s3/test_s3_api.py
+++ b/tests/aws/services/s3/test_s3_api.py
@@ -1370,6 +1370,7 @@ def test_s3_bucket_encryption_sse_kms(self, s3_bucket, kms_key, aws_client, snap
         ]
     )
     def test_s3_bucket_encryption_sse_kms_aws_managed_key(self, s3_bucket, aws_client, snapshot):
+        snapshot.add_transformer(snapshot.transform.key_value("CurrentKeyMaterialId"))
         # if you don't provide a KMS key, AWS will use an AWS managed one.
         put_bucket_enc = aws_client.s3.put_bucket_encryption(
             Bucket=s3_bucket,
diff --git a/tests/aws/services/s3/test_s3_api.snapshot.json b/tests/aws/services/s3/test_s3_api.snapshot.json
index 710c164da10ad..7dc56c026ef9e 100644
--- a/tests/aws/services/s3/test_s3_api.snapshot.json
+++ b/tests/aws/services/s3/test_s3_api.snapshot.json
@@ -1492,7 +1492,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketEncryption::test_s3_bucket_encryption_sse_kms_aws_managed_key": {
-    "recorded-date": "21-01-2025, 18:10:55",
+    "recorded-date": "11-11-2025, 11:17:47",
     "recorded-content": {
       "put-bucket-enc": {
         "ResponseMetadata": {
@@ -1520,7 +1520,7 @@
         "BucketKeyEnabled": true,
         "ChecksumCRC32": "J1mCHA==",
         "ChecksumType": "FULL_OBJECT",
-        "ETag": "\"08d16e16e9b2006587e811c5d81ea74f\"",
+        "ETag": "\"69e1edd35a04ba6a5a6038de9f7fa8a5\"",
         "SSEKMSKeyId": "arn:<partition>:kms:<region>:111111111111:key/<uuid:1>",
         "ServerSideEncryption": "aws:kms",
         "ResponseMetadata": {
@@ -1533,6 +1533,7 @@
           "AWSAccountId": "111111111111",
           "Arn": "arn:<partition>:kms:<region>:111111111111:key/<uuid:1>",
           "CreationDate": "datetime",
+          "CurrentKeyMaterialId": "<current-key-material-id:1>",
           "CustomerMasterKeySpec": "SYMMETRIC_DEFAULT",
           "Description": "Default key that protects my S3 objects when no other key is defined",
           "Enabled": true,
@@ -1557,7 +1558,7 @@
         "BucketKeyEnabled": true,
         "ContentLength": 14,
         "ContentType": "binary/octet-stream",
-        "ETag": "\"08d16e16e9b2006587e811c5d81ea74f\"",
+        "ETag": "\"69e1edd35a04ba6a5a6038de9f7fa8a5\"",
         "LastModified": "datetime",
         "Metadata": {},
         "SSEKMSKeyId": "arn:<partition>:kms:<region>:111111111111:key/<uuid:1>",
@@ -1575,7 +1576,7 @@
         "ChecksumType": "FULL_OBJECT",
         "ContentLength": 14,
         "ContentType": "binary/octet-stream",
-        "ETag": "\"08d16e16e9b2006587e811c5d81ea74f\"",
+        "ETag": "\"69e1edd35a04ba6a5a6038de9f7fa8a5\"",
         "LastModified": "datetime",
         "Metadata": {},
         "SSEKMSKeyId": "arn:<partition>:kms:<region>:111111111111:key/<uuid:1>",
diff --git a/tests/aws/services/s3/test_s3_api.validation.json b/tests/aws/services/s3/test_s3_api.validation.json
index 2dbd3e8427102..cf5f4f2c2788d 100644
--- a/tests/aws/services/s3/test_s3_api.validation.json
+++ b/tests/aws/services/s3/test_s3_api.validation.json
@@ -15,7 +15,13 @@
     "last_validated_date": "2025-01-21T18:10:53+00:00"
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketEncryption::test_s3_bucket_encryption_sse_kms_aws_managed_key": {
-    "last_validated_date": "2025-01-21T18:10:55+00:00"
+    "last_validated_date": "2025-11-11T11:17:48+00:00",
+    "durations_in_seconds": {
+      "setup": 1.77,
+      "call": 0.75,
+      "teardown": 0.69,
+      "total": 3.21
+    }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketEncryption::test_s3_bucket_encryption_sse_s3": {
     "last_validated_date": "2025-01-21T18:10:49+00:00"

From 1b69c92e3044b701222bb289fee0ff7443fa406b Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Wed, 19 Nov 2025 17:57:41 +0100
Subject: [PATCH 384/697] APIGW: fix errors when importing invalid json/yaml
 (#13394)

---
 .../localstack/services/apigateway/helpers.py | 14 ++----
 .../services/apigateway/legacy/provider.py    | 21 ++++++--
 .../apigateway/test_apigateway_api.py         | 28 +++++++++++
 .../test_apigateway_api.snapshot.json         | 27 ++++++++++
 .../test_apigateway_api.validation.json       |  9 ++++
 .../apigateway/test_apigateway_import.py      | 25 ++++++++++
 .../test_apigateway_import.snapshot.json      | 49 +++++++++++++++++++
 .../test_apigateway_import.validation.json    |  9 ++++
 8 files changed, 170 insertions(+), 12 deletions(-)

diff --git a/localstack-core/localstack/services/apigateway/helpers.py b/localstack-core/localstack/services/apigateway/helpers.py
index 74b988753a7a9..93aa8c97d950f 100644
--- a/localstack-core/localstack/services/apigateway/helpers.py
+++ b/localstack-core/localstack/services/apigateway/helpers.py
@@ -23,7 +23,7 @@
     IntegrationType,
     Model,
     NotFoundException,
-    PutRestApiRequest,
+    PutMode,
     RequestValidator,
 )
 from localstack.constants import (
@@ -39,8 +39,7 @@
     apigateway_stores,
 )
 from localstack.utils import common
-from localstack.utils.json import parse_json_or_yaml
-from localstack.utils.strings import short_uid, to_bytes, to_str
+from localstack.utils.strings import short_uid, to_bytes
 from localstack.utils.urls import localstack_host
 
 LOG = logging.getLogger(__name__)
@@ -472,11 +471,9 @@ def add_documentation_parts(rest_api_container, documentation):
 
 
 def import_api_from_openapi_spec(
-    rest_api: MotoRestAPI, context: RequestContext, request: PutRestApiRequest
+    rest_api: MotoRestAPI, context: RequestContext, open_api_spec: dict, mode: PutMode
 ) -> tuple[MotoRestAPI, list[str]]:
     """Import an API from an OpenAPI spec document"""
-    body = parse_json_or_yaml(to_str(request["body"].read()))
-
     warnings = []
 
     # TODO There is an issue with the botocore specs so the parameters doesn't get populated as it should
@@ -484,15 +481,14 @@ def import_api_from_openapi_spec(
     # query_params = request.get("parameters") or {}
     query_params: dict = context.request.values.to_dict()
 
-    resolved_schema = resolve_references(copy.deepcopy(body), rest_api_id=rest_api.id)
+    resolved_schema = resolve_references(copy.deepcopy(open_api_spec), rest_api_id=rest_api.id)
     account_id = context.account_id
     region_name = context.region
 
     # TODO:
-    # 1. validate the "mode" property of the spec document, "merge" or "overwrite", and properly apply it
+    # 1. properly apply the mode (overwrite or merge)
     #    for now, it only considers it for the binaryMediaTypes
     # 2. validate the document type, "swagger" or "openapi"
-    mode = request.get("mode", "merge")
 
     rest_api.version = (
         str(version) if (version := resolved_schema.get("info", {}).get("version")) else None
diff --git a/localstack-core/localstack/services/apigateway/legacy/provider.py b/localstack-core/localstack/services/apigateway/legacy/provider.py
index 2396834796c38..0a795729faf6c 100644
--- a/localstack-core/localstack/services/apigateway/legacy/provider.py
+++ b/localstack-core/localstack/services/apigateway/legacy/provider.py
@@ -476,11 +476,19 @@ def update_rest_api(
 
     @handler("PutRestApi", expand=False)
     def put_rest_api(self, context: RequestContext, request: PutRestApiRequest) -> RestApi:
+        body_data = request["body"].read()
+        try:
+            openapi_spec = parse_json_or_yaml(to_str(body_data))
+        except Exception:
+            raise BadRequestException("Invalid OpenAPI input.")
         # TODO: take into account the mode: overwrite or merge
         # the default is now `merge`, but we are removing everything
         rest_api = get_moto_rest_api(context, request["restApiId"])
         rest_api, warnings = import_api_from_openapi_spec(
-            rest_api, context=context, request=request
+            rest_api,
+            context=context,
+            open_api_spec=openapi_spec,
+            mode=request.get("mode") or PutMode.merge,
         )
 
         rest_api.root_resource_id = get_moto_rest_api_root_resource(rest_api)
@@ -1512,7 +1520,10 @@ def import_documentation_parts(
         **kwargs,
     ) -> DocumentationPartIds:
         body_data = body.read()
-        openapi_spec = parse_json_or_yaml(to_str(body_data))
+        try:
+            openapi_spec = parse_json_or_yaml(to_str(body_data))
+        except Exception:
+            raise BadRequestException("Unable to build importer with provided input.")
 
         rest_api_container = get_rest_api_container(context, rest_api_id=rest_api_id)
 
@@ -2012,7 +2023,11 @@ def import_rest_api(
         body_data = body.read()
 
         # create rest api
-        openapi_spec = parse_json_or_yaml(to_str(body_data))
+        try:
+            openapi_spec = parse_json_or_yaml(to_str(body_data))
+        except Exception:
+            raise BadRequestException("Invalid OpenAPI input.")
+
         create_api_request = CreateRestApiRequest(name=openapi_spec.get("info").get("title"))
         create_api_context = create_custom_context(
             context,
diff --git a/tests/aws/services/apigateway/test_apigateway_api.py b/tests/aws/services/apigateway/test_apigateway_api.py
index ce8ecdb289156..4f568703fcc10 100644
--- a/tests/aws/services/apigateway/test_apigateway_api.py
+++ b/tests/aws/services/apigateway/test_apigateway_api.py
@@ -2280,6 +2280,34 @@ def test_import_documentation_parts(self, aws_client, import_apigw, snapshot):
         )
         snapshot.match("import-documentation-parts", response)
 
+    @markers.aws.validated
+    def test_import_documentation_parts_bad_file(self, aws_client, apigw_create_rest_api, snapshot):
+        rest_api_id = apigw_create_rest_api(
+            name=f"test-api-{short_uid()}",
+            description="APIGW test import documentation",
+        )["id"]
+
+        bad_yaml_string = """test:
+    value:
+        - "value ... \"escaped\": $var, \"dt\": $(var +"%a")}\"
+        """
+
+        with pytest.raises(ClientError) as e:
+            aws_client.apigateway.import_documentation_parts(
+                restApiId=rest_api_id,
+                mode=PutMode.overwrite,
+                body=bad_yaml_string,
+            )
+        snapshot.match("import-documentation-parts-bad-yaml-file", e.value.response)
+
+        with pytest.raises(ClientError) as e:
+            aws_client.apigateway.import_documentation_parts(
+                restApiId=rest_api_id,
+                mode=PutMode.overwrite,
+                body="{'key:value}",
+            )
+        snapshot.match("import-documentation-parts-bad-json-file", e.value.response)
+
 
 class TestApiGatewayGatewayResponse:
     @markers.aws.validated
diff --git a/tests/aws/services/apigateway/test_apigateway_api.snapshot.json b/tests/aws/services/apigateway/test_apigateway_api.snapshot.json
index cecb785720378..f84148cebbc78 100644
--- a/tests/aws/services/apigateway/test_apigateway_api.snapshot.json
+++ b/tests/aws/services/apigateway/test_apigateway_api.snapshot.json
@@ -5022,5 +5022,32 @@
         }
       }
     }
+  },
+  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiDocumentationPart::test_import_documentation_parts_bad_file": {
+    "recorded-date": "18-11-2025, 17:21:35",
+    "recorded-content": {
+      "import-documentation-parts-bad-yaml-file": {
+        "Error": {
+          "Code": "BadRequestException",
+          "Message": "Unable to build importer with provided input."
+        },
+        "message": "Unable to build importer with provided input.",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "import-documentation-parts-bad-json-file": {
+        "Error": {
+          "Code": "BadRequestException",
+          "Message": "Unable to build importer with provided input."
+        },
+        "message": "Unable to build importer with provided input.",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/apigateway/test_apigateway_api.validation.json b/tests/aws/services/apigateway/test_apigateway_api.validation.json
index a36daeb182e1a..a143bcbb53d41 100644
--- a/tests/aws/services/apigateway/test_apigateway_api.validation.json
+++ b/tests/aws/services/apigateway/test_apigateway_api.validation.json
@@ -11,6 +11,15 @@
   "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiDocumentationPart::test_import_documentation_parts": {
     "last_validated_date": "2024-04-15T20:56:45+00:00"
   },
+  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiDocumentationPart::test_import_documentation_parts_bad_file": {
+    "last_validated_date": "2025-11-18T17:21:35+00:00",
+    "durations_in_seconds": {
+      "setup": 0.83,
+      "call": 1.14,
+      "teardown": 0.34,
+      "total": 2.31
+    }
+  },
   "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiDocumentationPart::test_invalid_create_documentation_part_operations": {
     "last_validated_date": "2024-04-15T20:53:48+00:00"
   },
diff --git a/tests/aws/services/apigateway/test_apigateway_import.py b/tests/aws/services/apigateway/test_apigateway_import.py
index 3b3a9f83d6c12..668989ee64d64 100644
--- a/tests/aws/services/apigateway/test_apigateway_import.py
+++ b/tests/aws/services/apigateway/test_apigateway_import.py
@@ -964,3 +964,28 @@ def test_put_rest_api_mode_binary_media_types(
         if is_aws_cloud():
             # waiting before cleaning up to avoid TooManyRequests, as we create multiple REST APIs
             time.sleep(15)
+
+    @markers.aws.validated
+    def test_import_api_bad_file(self, aws_client, import_apigw, apigw_create_rest_api, snapshot):
+        bad_yaml_string = """test:
+    value:
+        - "value ... \"escaped\": $var, \"dt\": $(var +"%a")}\"
+        """
+
+        bad_json_string = "{'key:value}"
+
+        with pytest.raises(ClientError) as e:
+            import_apigw(body=bad_yaml_string)
+        snapshot.match("import-api-bad-yaml-file", e.value.response)
+
+        with pytest.raises(ClientError) as e:
+            import_apigw(body=bad_json_string)
+        snapshot.match("import-api-bad-json-file", e.value.response)
+
+        with pytest.raises(ClientError) as e:
+            aws_client.apigateway.put_rest_api(restApiId=short_uid(), body=bad_yaml_string)
+        snapshot.match("put-rest-api-bad-yaml-file", e.value.response)
+
+        with pytest.raises(ClientError) as e:
+            aws_client.apigateway.put_rest_api(restApiId=short_uid(), body=bad_json_string)
+        snapshot.match("put-rest-api-bad-json-file", e.value.response)
diff --git a/tests/aws/services/apigateway/test_apigateway_import.snapshot.json b/tests/aws/services/apigateway/test_apigateway_import.snapshot.json
index 4fe5b2643b022..fe6ded88a898f 100644
--- a/tests/aws/services/apigateway/test_apigateway_import.snapshot.json
+++ b/tests/aws/services/apigateway/test_apigateway_import.snapshot.json
@@ -5474,5 +5474,54 @@
         }
       }
     }
+  },
+  "tests/aws/services/apigateway/test_apigateway_import.py::TestApiGatewayImportRestApi::test_import_api_bad_file": {
+    "recorded-date": "18-11-2025, 17:29:30",
+    "recorded-content": {
+      "import-api-bad-yaml-file": {
+        "Error": {
+          "Code": "BadRequestException",
+          "Message": "Invalid OpenAPI input."
+        },
+        "message": "Invalid OpenAPI input.",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "import-api-bad-json-file": {
+        "Error": {
+          "Code": "BadRequestException",
+          "Message": "Invalid OpenAPI input."
+        },
+        "message": "Invalid OpenAPI input.",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "put-rest-api-bad-yaml-file": {
+        "Error": {
+          "Code": "BadRequestException",
+          "Message": "Invalid OpenAPI input."
+        },
+        "message": "Invalid OpenAPI input.",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "put-rest-api-bad-json-file": {
+        "Error": {
+          "Code": "BadRequestException",
+          "Message": "Invalid OpenAPI input."
+        },
+        "message": "Invalid OpenAPI input.",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/apigateway/test_apigateway_import.validation.json b/tests/aws/services/apigateway/test_apigateway_import.validation.json
index 15d0d347311eb..d61573549bde6 100644
--- a/tests/aws/services/apigateway/test_apigateway_import.validation.json
+++ b/tests/aws/services/apigateway/test_apigateway_import.validation.json
@@ -17,6 +17,15 @@
       "total": 22.98
     }
   },
+  "tests/aws/services/apigateway/test_apigateway_import.py::TestApiGatewayImportRestApi::test_import_api_bad_file": {
+    "last_validated_date": "2025-11-18T17:29:30+00:00",
+    "durations_in_seconds": {
+      "setup": 0.51,
+      "call": 0.97,
+      "teardown": 0.01,
+      "total": 1.49
+    }
+  },
   "tests/aws/services/apigateway/test_apigateway_import.py::TestApiGatewayImportRestApi::test_import_rest_api": {
     "last_validated_date": "2025-07-02T16:22:33+00:00",
     "durations_in_seconds": {

From 643f5f56fb82c11ce3d4a17a15ca89dfe2d99be4 Mon Sep 17 00:00:00 2001
From: Bernhard Matyas <90144234+baermat@users.noreply.github.com>
Date: Thu, 20 Nov 2025 09:52:03 +0100
Subject: [PATCH 385/697] SQS: fix FIFO message visiblity when extending
 timeout (#13386)

---
 .../localstack/services/sqs/models.py         |  47 +-
 tests/aws/services/sqs/test_sqs.py            |  63 +++
 tests/aws/services/sqs/test_sqs.snapshot.json | 532 ++++++++++++++++++
 .../aws/services/sqs/test_sqs.validation.json | 144 +++++
 4 files changed, 776 insertions(+), 10 deletions(-)

diff --git a/localstack-core/localstack/services/sqs/models.py b/localstack-core/localstack/services/sqs/models.py
index 64bfd7aa40b76..42af3a8425255 100644
--- a/localstack-core/localstack/services/sqs/models.py
+++ b/localstack-core/localstack/services/sqs/models.py
@@ -314,7 +314,8 @@ class SqsQueue:
     purge_timestamp: float | None
 
     delayed: set[SqsMessage]
-    inflight: set[SqsMessage]
+    # Simulating an ordered set in python. Only the keys are used and of interest.
+    inflight: dict[SqsMessage, None]
     receipts: dict[str, SqsMessage]
 
     def __init__(self, name: str, region: str, account_id: str, attributes=None, tags=None) -> None:
@@ -326,7 +327,7 @@ def __init__(self, name: str, region: str, account_id: str, attributes=None, tag
         self.tags = tags or {}
 
         self.delayed = set()
-        self.inflight = set()
+        self.inflight = {}
         self.receipts = {}
 
         self.attributes = self.default_attributes()
@@ -513,7 +514,7 @@ def update_visibility_timeout(self, receipt_handle: str, visibility_timeout: int
                 )
                 # Terminating the visibility timeout for a message
                 # https://docs.aws.amazon.com/AWSSimpleQueueService/latest/SQSDeveloperGuide/sqs-visibility-timeout.html#terminating-message-visibility-timeout
-                self.inflight.remove(standard_message)
+                del self.inflight[standard_message]
                 self._put_message(standard_message)
 
     def remove(self, receipt_handle: str):
@@ -606,9 +607,17 @@ def requeue_inflight_messages(self):
                     standard_message,
                     self.arn,
                 )
-                self.inflight.remove(standard_message)
+                del self.inflight[standard_message]
                 self._put_message(standard_message)
 
+    def add_inflight_message(self, message: SqsMessage):
+        """
+        We are simulating an ordered set with a dict. When a value is added, it is added as key to the dict, which
+        is all we need. Hence all "values" in this ordered set are None
+        :param message: The message to put in flight
+        """
+        self.inflight[message] = None
+
     def enqueue_delayed_messages(self):
         if not self.delayed:
             return
@@ -779,7 +788,6 @@ def _pre_delete_checks(self, standard_message: SqsMessage, receipt_handle: str)
 
 class StandardQueue(SqsQueue):
     visible: InterruptiblePriorityQueue[SqsMessage]
-    inflight: set[SqsMessage]
 
     def __init__(self, name: str, region: str, account_id: str, attributes=None, tags=None) -> None:
         super().__init__(name, region, account_id, attributes, tags)
@@ -923,13 +931,13 @@ def receive(
             if message.visibility_timeout == 0:
                 self.visible.put_nowait(message)
             else:
-                self.inflight.add(message)
+                self.add_inflight_message(message)
 
         return result
 
     def _on_remove_message(self, message: SqsMessage):
         try:
-            self.inflight.remove(message)
+            del self.inflight[message]
         except KeyError:
             # this likely means the message was removed with an expired receipt handle unfortunately this
             # means we need to scan the queue for the element and remove it from there, and then re-heapify
@@ -1149,6 +1157,26 @@ def _put_message(self, message: SqsMessage):
             elif previously_empty:
                 self.message_group_queue.put_nowait(message_group)
 
+    def requeue_inflight_messages(self):
+        if not self.inflight:
+            return
+
+        with self.mutex:
+            messages = list(self.inflight)
+            for standard_message in messages:
+                # in fifo, an invisible message blocks potentially visible messages afterwards
+                # this can happen for example if multiple message of the same group are received at once, then one
+                # message of this batch has its visibility timeout extended
+                if not standard_message.is_visible:
+                    return
+                LOG.debug(
+                    "re-queueing inflight messages %s into queue %s",
+                    standard_message,
+                    self.arn,
+                )
+                del self.inflight[standard_message]
+                self._put_message(standard_message)
+
     def remove_expired_messages(self):
         with self.mutex:
             retention_period = self.message_retention_period
@@ -1278,8 +1306,7 @@ def receive(
                 if message.visibility_timeout == 0:
                     self._put_message(message)
                 else:
-                    self.inflight.add(message)
-
+                    self.add_inflight_message(message)
         return result
 
     def _on_remove_message(self, message: SqsMessage):
@@ -1288,7 +1315,7 @@ def _on_remove_message(self, message: SqsMessage):
 
         with self.mutex:
             try:
-                self.inflight.remove(message)
+                del self.inflight[message]
             except KeyError:
                 # in FIFO queues, this should not happen, as expired receipt handles cannot be used to
                 # delete a message.
diff --git a/tests/aws/services/sqs/test_sqs.py b/tests/aws/services/sqs/test_sqs.py
index d4ca993d9af12..5580968f6264e 100644
--- a/tests/aws/services/sqs/test_sqs.py
+++ b/tests/aws/services/sqs/test_sqs.py
@@ -2109,6 +2109,69 @@ def test_fifo_message_group_visibility_after_change_message_visibility(
         assert response["Messages"][1]["Body"] == "g1-m1"
         assert len(response["Messages"]) == 2
 
+    @pytest.mark.parametrize(
+        "message_position", [0, 1, 2], ids=["0-visible", "1-visible", "2-visible"]
+    )
+    @markers.aws.validated
+    def test_fifo_group_visibility_extends_with_change_message_visibility(
+        self, sqs_create_queue, aws_sqs_client, snapshot, message_position
+    ):
+        initial_visibility_timeout = 1
+        extended_visibility_timeout = 4
+        queue_name = f"test-queue-{short_uid()}.fifo"
+        queue_url = sqs_create_queue(
+            QueueName=queue_name,
+            Attributes={
+                "FifoQueue": "true",
+                "VisibilityTimeout": f"{initial_visibility_timeout}",
+            },
+        )
+
+        # Send 3 messages
+        aws_sqs_client.send_message(
+            QueueUrl=queue_url,
+            MessageBody="foo",
+            MessageGroupId="1",
+            MessageDeduplicationId="foo",
+        )
+        aws_sqs_client.send_message(
+            QueueUrl=queue_url,
+            MessageBody="bar",
+            MessageGroupId="1",
+            MessageDeduplicationId="bar",
+        )
+        aws_sqs_client.send_message(
+            QueueUrl=queue_url,
+            MessageBody="baz",
+            MessageGroupId="1",
+            MessageDeduplicationId="baz",
+        )
+
+        # Receive all messages
+        response = aws_sqs_client.receive_message(QueueUrl=queue_url, MaxNumberOfMessages=5)
+
+        # We should have received all 3 messages from the group
+        snapshot.match("receive_all_messages", response)
+
+        receipt_handle = response["Messages"][message_position]["ReceiptHandle"]
+        # extend visibility timeout of one message
+        aws_sqs_client.change_message_visibility(
+            QueueUrl=queue_url,
+            ReceiptHandle=receipt_handle,
+            VisibilityTimeout=extended_visibility_timeout,
+        )
+
+        # Wait until the other 2 message become visible again, but the extended message is still invisible
+        time.sleep(
+            initial_visibility_timeout
+            + (extended_visibility_timeout - initial_visibility_timeout) / 2
+        )
+
+        response = aws_sqs_client.receive_message(QueueUrl=queue_url, MaxNumberOfMessages=5)
+
+        # The extended message and all messages within the same group that come after it are invisible.
+        snapshot.match("some-messages-invisible", response)
+
     @markers.aws.validated
     def test_fifo_message_group_visibility_after_delete(self, sqs_create_queue, aws_sqs_client):
         queue_url = sqs_create_queue(
diff --git a/tests/aws/services/sqs/test_sqs.snapshot.json b/tests/aws/services/sqs/test_sqs.snapshot.json
index a22e08c3e78f7..947712e9394f6 100644
--- a/tests/aws/services/sqs/test_sqs.snapshot.json
+++ b/tests/aws/services/sqs/test_sqs.snapshot.json
@@ -4269,5 +4269,537 @@
         }
       }
     }
+  },
+  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fifo_group_visibility_extends_with_change_message_visibility[sqs-all-invisible]": {
+    "recorded-date": "19-11-2025, 10:45:24",
+    "recorded-content": {
+      "receive_all_messages": {
+        "Messages": [
+          {
+            "Body": "foo",
+            "MD5OfBody": "acbd18db4cc2f85cedef654fccc4a4d8",
+            "MessageId": "<uuid:1>",
+            "ReceiptHandle": "<receipt-handle:1>"
+          },
+          {
+            "Body": "bar",
+            "MD5OfBody": "37b51d194a7513e45b56f6524f2d51f2",
+            "MessageId": "<uuid:2>",
+            "ReceiptHandle": "<receipt-handle:2>"
+          },
+          {
+            "Body": "baz",
+            "MD5OfBody": "73feffa4b7f6bb68e44cf984c85f6e88",
+            "MessageId": "<uuid:3>",
+            "ReceiptHandle": "<receipt-handle:3>"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "some-messages-invisible": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fifo_group_visibility_extends_with_change_message_visibility[sqs-1-invisible]": {
+    "recorded-date": "19-11-2025, 10:45:27",
+    "recorded-content": {
+      "receive_all_messages": {
+        "Messages": [
+          {
+            "Body": "foo",
+            "MD5OfBody": "acbd18db4cc2f85cedef654fccc4a4d8",
+            "MessageId": "<uuid:1>",
+            "ReceiptHandle": "<receipt-handle:1>"
+          },
+          {
+            "Body": "bar",
+            "MD5OfBody": "37b51d194a7513e45b56f6524f2d51f2",
+            "MessageId": "<uuid:2>",
+            "ReceiptHandle": "<receipt-handle:2>"
+          },
+          {
+            "Body": "baz",
+            "MD5OfBody": "73feffa4b7f6bb68e44cf984c85f6e88",
+            "MessageId": "<uuid:3>",
+            "ReceiptHandle": "<receipt-handle:3>"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "some-messages-invisible": {
+        "Messages": [
+          {
+            "Body": "foo",
+            "MD5OfBody": "acbd18db4cc2f85cedef654fccc4a4d8",
+            "MessageId": "<uuid:1>",
+            "ReceiptHandle": "<receipt-handle:4>"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fifo_group_visibility_extends_with_change_message_visibility[sqs-no-invisible]": {
+    "recorded-date": "19-11-2025, 10:45:30",
+    "recorded-content": {
+      "receive_all_messages": {
+        "Messages": [
+          {
+            "Body": "foo",
+            "MD5OfBody": "acbd18db4cc2f85cedef654fccc4a4d8",
+            "MessageId": "<uuid:1>",
+            "ReceiptHandle": "<receipt-handle:1>"
+          },
+          {
+            "Body": "bar",
+            "MD5OfBody": "37b51d194a7513e45b56f6524f2d51f2",
+            "MessageId": "<uuid:2>",
+            "ReceiptHandle": "<receipt-handle:2>"
+          },
+          {
+            "Body": "baz",
+            "MD5OfBody": "73feffa4b7f6bb68e44cf984c85f6e88",
+            "MessageId": "<uuid:3>",
+            "ReceiptHandle": "<receipt-handle:3>"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "some-messages-invisible": {
+        "Messages": [
+          {
+            "Body": "foo",
+            "MD5OfBody": "acbd18db4cc2f85cedef654fccc4a4d8",
+            "MessageId": "<uuid:1>",
+            "ReceiptHandle": "<receipt-handle:4>"
+          },
+          {
+            "Body": "bar",
+            "MD5OfBody": "37b51d194a7513e45b56f6524f2d51f2",
+            "MessageId": "<uuid:2>",
+            "ReceiptHandle": "<receipt-handle:5>"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fifo_group_visibility_extends_with_change_message_visibility[sqs_query-all-invisible]": {
+    "recorded-date": "19-11-2025, 10:45:34",
+    "recorded-content": {
+      "receive_all_messages": {
+        "Messages": [
+          {
+            "Body": "foo",
+            "MD5OfBody": "acbd18db4cc2f85cedef654fccc4a4d8",
+            "MessageId": "<uuid:1>",
+            "ReceiptHandle": "<receipt-handle:1>"
+          },
+          {
+            "Body": "bar",
+            "MD5OfBody": "37b51d194a7513e45b56f6524f2d51f2",
+            "MessageId": "<uuid:2>",
+            "ReceiptHandle": "<receipt-handle:2>"
+          },
+          {
+            "Body": "baz",
+            "MD5OfBody": "73feffa4b7f6bb68e44cf984c85f6e88",
+            "MessageId": "<uuid:3>",
+            "ReceiptHandle": "<receipt-handle:3>"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "some-messages-invisible": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fifo_group_visibility_extends_with_change_message_visibility[sqs_query-1-invisible]": {
+    "recorded-date": "19-11-2025, 10:45:37",
+    "recorded-content": {
+      "receive_all_messages": {
+        "Messages": [
+          {
+            "Body": "foo",
+            "MD5OfBody": "acbd18db4cc2f85cedef654fccc4a4d8",
+            "MessageId": "<uuid:1>",
+            "ReceiptHandle": "<receipt-handle:1>"
+          },
+          {
+            "Body": "bar",
+            "MD5OfBody": "37b51d194a7513e45b56f6524f2d51f2",
+            "MessageId": "<uuid:2>",
+            "ReceiptHandle": "<receipt-handle:2>"
+          },
+          {
+            "Body": "baz",
+            "MD5OfBody": "73feffa4b7f6bb68e44cf984c85f6e88",
+            "MessageId": "<uuid:3>",
+            "ReceiptHandle": "<receipt-handle:3>"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "some-messages-invisible": {
+        "Messages": [
+          {
+            "Body": "foo",
+            "MD5OfBody": "acbd18db4cc2f85cedef654fccc4a4d8",
+            "MessageId": "<uuid:1>",
+            "ReceiptHandle": "<receipt-handle:4>"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fifo_group_visibility_extends_with_change_message_visibility[sqs_query-no-invisible]": {
+    "recorded-date": "19-11-2025, 10:45:40",
+    "recorded-content": {
+      "receive_all_messages": {
+        "Messages": [
+          {
+            "Body": "foo",
+            "MD5OfBody": "acbd18db4cc2f85cedef654fccc4a4d8",
+            "MessageId": "<uuid:1>",
+            "ReceiptHandle": "<receipt-handle:1>"
+          },
+          {
+            "Body": "bar",
+            "MD5OfBody": "37b51d194a7513e45b56f6524f2d51f2",
+            "MessageId": "<uuid:2>",
+            "ReceiptHandle": "<receipt-handle:2>"
+          },
+          {
+            "Body": "baz",
+            "MD5OfBody": "73feffa4b7f6bb68e44cf984c85f6e88",
+            "MessageId": "<uuid:3>",
+            "ReceiptHandle": "<receipt-handle:3>"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "some-messages-invisible": {
+        "Messages": [
+          {
+            "Body": "foo",
+            "MD5OfBody": "acbd18db4cc2f85cedef654fccc4a4d8",
+            "MessageId": "<uuid:1>",
+            "ReceiptHandle": "<receipt-handle:4>"
+          },
+          {
+            "Body": "bar",
+            "MD5OfBody": "37b51d194a7513e45b56f6524f2d51f2",
+            "MessageId": "<uuid:2>",
+            "ReceiptHandle": "<receipt-handle:5>"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fifo_group_visibility_extends_with_change_message_visibility[sqs-0-visible]": {
+    "recorded-date": "19-11-2025, 10:47:45",
+    "recorded-content": {
+      "receive_all_messages": {
+        "Messages": [
+          {
+            "Body": "foo",
+            "MD5OfBody": "acbd18db4cc2f85cedef654fccc4a4d8",
+            "MessageId": "<uuid:1>",
+            "ReceiptHandle": "<receipt-handle:1>"
+          },
+          {
+            "Body": "bar",
+            "MD5OfBody": "37b51d194a7513e45b56f6524f2d51f2",
+            "MessageId": "<uuid:2>",
+            "ReceiptHandle": "<receipt-handle:2>"
+          },
+          {
+            "Body": "baz",
+            "MD5OfBody": "73feffa4b7f6bb68e44cf984c85f6e88",
+            "MessageId": "<uuid:3>",
+            "ReceiptHandle": "<receipt-handle:3>"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "some-messages-invisible": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fifo_group_visibility_extends_with_change_message_visibility[sqs-1-visible]": {
+    "recorded-date": "19-11-2025, 10:47:48",
+    "recorded-content": {
+      "receive_all_messages": {
+        "Messages": [
+          {
+            "Body": "foo",
+            "MD5OfBody": "acbd18db4cc2f85cedef654fccc4a4d8",
+            "MessageId": "<uuid:1>",
+            "ReceiptHandle": "<receipt-handle:1>"
+          },
+          {
+            "Body": "bar",
+            "MD5OfBody": "37b51d194a7513e45b56f6524f2d51f2",
+            "MessageId": "<uuid:2>",
+            "ReceiptHandle": "<receipt-handle:2>"
+          },
+          {
+            "Body": "baz",
+            "MD5OfBody": "73feffa4b7f6bb68e44cf984c85f6e88",
+            "MessageId": "<uuid:3>",
+            "ReceiptHandle": "<receipt-handle:3>"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "some-messages-invisible": {
+        "Messages": [
+          {
+            "Body": "foo",
+            "MD5OfBody": "acbd18db4cc2f85cedef654fccc4a4d8",
+            "MessageId": "<uuid:1>",
+            "ReceiptHandle": "<receipt-handle:4>"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fifo_group_visibility_extends_with_change_message_visibility[sqs-2-visible]": {
+    "recorded-date": "19-11-2025, 10:47:51",
+    "recorded-content": {
+      "receive_all_messages": {
+        "Messages": [
+          {
+            "Body": "foo",
+            "MD5OfBody": "acbd18db4cc2f85cedef654fccc4a4d8",
+            "MessageId": "<uuid:1>",
+            "ReceiptHandle": "<receipt-handle:1>"
+          },
+          {
+            "Body": "bar",
+            "MD5OfBody": "37b51d194a7513e45b56f6524f2d51f2",
+            "MessageId": "<uuid:2>",
+            "ReceiptHandle": "<receipt-handle:2>"
+          },
+          {
+            "Body": "baz",
+            "MD5OfBody": "73feffa4b7f6bb68e44cf984c85f6e88",
+            "MessageId": "<uuid:3>",
+            "ReceiptHandle": "<receipt-handle:3>"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "some-messages-invisible": {
+        "Messages": [
+          {
+            "Body": "foo",
+            "MD5OfBody": "acbd18db4cc2f85cedef654fccc4a4d8",
+            "MessageId": "<uuid:1>",
+            "ReceiptHandle": "<receipt-handle:4>"
+          },
+          {
+            "Body": "bar",
+            "MD5OfBody": "37b51d194a7513e45b56f6524f2d51f2",
+            "MessageId": "<uuid:2>",
+            "ReceiptHandle": "<receipt-handle:5>"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fifo_group_visibility_extends_with_change_message_visibility[sqs_query-0-visible]": {
+    "recorded-date": "19-11-2025, 10:47:55",
+    "recorded-content": {
+      "receive_all_messages": {
+        "Messages": [
+          {
+            "Body": "foo",
+            "MD5OfBody": "acbd18db4cc2f85cedef654fccc4a4d8",
+            "MessageId": "<uuid:1>",
+            "ReceiptHandle": "<receipt-handle:1>"
+          },
+          {
+            "Body": "bar",
+            "MD5OfBody": "37b51d194a7513e45b56f6524f2d51f2",
+            "MessageId": "<uuid:2>",
+            "ReceiptHandle": "<receipt-handle:2>"
+          },
+          {
+            "Body": "baz",
+            "MD5OfBody": "73feffa4b7f6bb68e44cf984c85f6e88",
+            "MessageId": "<uuid:3>",
+            "ReceiptHandle": "<receipt-handle:3>"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "some-messages-invisible": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fifo_group_visibility_extends_with_change_message_visibility[sqs_query-1-visible]": {
+    "recorded-date": "19-11-2025, 10:47:58",
+    "recorded-content": {
+      "receive_all_messages": {
+        "Messages": [
+          {
+            "Body": "foo",
+            "MD5OfBody": "acbd18db4cc2f85cedef654fccc4a4d8",
+            "MessageId": "<uuid:1>",
+            "ReceiptHandle": "<receipt-handle:1>"
+          },
+          {
+            "Body": "bar",
+            "MD5OfBody": "37b51d194a7513e45b56f6524f2d51f2",
+            "MessageId": "<uuid:2>",
+            "ReceiptHandle": "<receipt-handle:2>"
+          },
+          {
+            "Body": "baz",
+            "MD5OfBody": "73feffa4b7f6bb68e44cf984c85f6e88",
+            "MessageId": "<uuid:3>",
+            "ReceiptHandle": "<receipt-handle:3>"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "some-messages-invisible": {
+        "Messages": [
+          {
+            "Body": "foo",
+            "MD5OfBody": "acbd18db4cc2f85cedef654fccc4a4d8",
+            "MessageId": "<uuid:1>",
+            "ReceiptHandle": "<receipt-handle:4>"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fifo_group_visibility_extends_with_change_message_visibility[sqs_query-2-visible]": {
+    "recorded-date": "19-11-2025, 10:48:01",
+    "recorded-content": {
+      "receive_all_messages": {
+        "Messages": [
+          {
+            "Body": "foo",
+            "MD5OfBody": "acbd18db4cc2f85cedef654fccc4a4d8",
+            "MessageId": "<uuid:1>",
+            "ReceiptHandle": "<receipt-handle:1>"
+          },
+          {
+            "Body": "bar",
+            "MD5OfBody": "37b51d194a7513e45b56f6524f2d51f2",
+            "MessageId": "<uuid:2>",
+            "ReceiptHandle": "<receipt-handle:2>"
+          },
+          {
+            "Body": "baz",
+            "MD5OfBody": "73feffa4b7f6bb68e44cf984c85f6e88",
+            "MessageId": "<uuid:3>",
+            "ReceiptHandle": "<receipt-handle:3>"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "some-messages-invisible": {
+        "Messages": [
+          {
+            "Body": "foo",
+            "MD5OfBody": "acbd18db4cc2f85cedef654fccc4a4d8",
+            "MessageId": "<uuid:1>",
+            "ReceiptHandle": "<receipt-handle:4>"
+          },
+          {
+            "Body": "bar",
+            "MD5OfBody": "37b51d194a7513e45b56f6524f2d51f2",
+            "MessageId": "<uuid:2>",
+            "ReceiptHandle": "<receipt-handle:5>"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/sqs/test_sqs.validation.json b/tests/aws/services/sqs/test_sqs.validation.json
index 93e3bfb5079f9..31d6e8e01eb2e 100644
--- a/tests/aws/services/sqs/test_sqs.validation.json
+++ b/tests/aws/services/sqs/test_sqs.validation.json
@@ -272,6 +272,132 @@
   "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fifo_empty_message_groups_added_back_to_queue[sqs_query]": {
     "last_validated_date": "2024-04-30T13:46:34+00:00"
   },
+  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fifo_group_visibility_extends_with_change_message_visibility[sqs-0-visible]": {
+    "last_validated_date": "2025-11-19T10:47:45+00:00",
+    "durations_in_seconds": {
+      "setup": 1.24,
+      "call": 3.6,
+      "teardown": 0.24,
+      "total": 5.08
+    }
+  },
+  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fifo_group_visibility_extends_with_change_message_visibility[sqs-1-invisible]": {
+    "last_validated_date": "2025-11-19T10:45:27+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 2.76,
+      "teardown": 0.2,
+      "total": 2.96
+    }
+  },
+  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fifo_group_visibility_extends_with_change_message_visibility[sqs-1-visible]": {
+    "last_validated_date": "2025-11-19T10:47:48+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 2.87,
+      "teardown": 0.19,
+      "total": 3.06
+    }
+  },
+  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fifo_group_visibility_extends_with_change_message_visibility[sqs-2-visible]": {
+    "last_validated_date": "2025-11-19T10:47:51+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 2.77,
+      "teardown": 0.19,
+      "total": 2.96
+    }
+  },
+  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fifo_group_visibility_extends_with_change_message_visibility[sqs-all-invisible]": {
+    "last_validated_date": "2025-11-19T10:45:24+00:00",
+    "durations_in_seconds": {
+      "setup": 0.69,
+      "call": 3.4,
+      "teardown": 0.19,
+      "total": 4.28
+    }
+  },
+  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fifo_group_visibility_extends_with_change_message_visibility[sqs-no-invisible]": {
+    "last_validated_date": "2025-11-19T10:45:30+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 2.97,
+      "teardown": 0.19,
+      "total": 3.16
+    }
+  },
+  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fifo_group_visibility_extends_with_change_message_visibility[sqs]": {
+    "last_validated_date": "2025-11-18T13:34:41+00:00",
+    "durations_in_seconds": {
+      "setup": 0.9,
+      "call": 14.49,
+      "teardown": 0.28,
+      "total": 15.67
+    }
+  },
+  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fifo_group_visibility_extends_with_change_message_visibility[sqs_query-0-visible]": {
+    "last_validated_date": "2025-11-19T10:47:55+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 3.34,
+      "teardown": 0.24,
+      "total": 3.59
+    }
+  },
+  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fifo_group_visibility_extends_with_change_message_visibility[sqs_query-1-invisible]": {
+    "last_validated_date": "2025-11-19T10:45:37+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 2.68,
+      "teardown": 0.18,
+      "total": 2.86
+    }
+  },
+  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fifo_group_visibility_extends_with_change_message_visibility[sqs_query-1-visible]": {
+    "last_validated_date": "2025-11-19T10:47:58+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 2.88,
+      "teardown": 0.19,
+      "total": 3.07
+    }
+  },
+  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fifo_group_visibility_extends_with_change_message_visibility[sqs_query-2-visible]": {
+    "last_validated_date": "2025-11-19T10:48:01+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 2.88,
+      "teardown": 0.19,
+      "total": 3.07
+    }
+  },
+  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fifo_group_visibility_extends_with_change_message_visibility[sqs_query-all-invisible]": {
+    "last_validated_date": "2025-11-19T10:45:34+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 3.1,
+      "teardown": 0.18,
+      "total": 3.29
+    }
+  },
+  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fifo_group_visibility_extends_with_change_message_visibility[sqs_query-no-invisible]": {
+    "last_validated_date": "2025-11-19T10:45:40+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 2.87,
+      "teardown": 0.19,
+      "total": 3.06
+    }
+  },
+  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fifo_group_visibility_extends_with_change_message_visibility[sqs_query]": {
+    "last_validated_date": "2025-11-18T13:34:56+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 14.52,
+      "teardown": 0.2,
+      "total": 14.73
+    }
+  },
   "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fifo_high_throughput_ordering[sqs]": {
     "last_validated_date": "2024-04-30T13:34:27+00:00"
   },
@@ -284,6 +410,24 @@
   "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fifo_message_attributes[sqs_query]": {
     "last_validated_date": "2024-04-30T13:36:57+00:00"
   },
+  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fifo_message_group_visibility_after_change_message_visibility[sqs]": {
+    "last_validated_date": "2025-11-17T08:55:04+00:00",
+    "durations_in_seconds": {
+      "setup": 1.26,
+      "call": 4.38,
+      "teardown": 0.3,
+      "total": 5.94
+    }
+  },
+  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fifo_message_group_visibility_after_change_message_visibility[sqs_query]": {
+    "last_validated_date": "2025-11-17T08:55:09+00:00",
+    "durations_in_seconds": {
+      "setup": 0.02,
+      "call": 4.77,
+      "teardown": 0.3,
+      "total": 5.09
+    }
+  },
   "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_fifo_queue_send_message_with_delay_seconds_fails[sqs]": {
     "last_validated_date": "2024-04-30T13:33:33+00:00"
   },

From 3b7144afe48268b8dc663d9bc7db15603d10fdfd Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Thu, 20 Nov 2025 11:38:05 +0100
Subject: [PATCH 386/697] S3: fix `ListBuckets` with invalid region name
 (#13396)

---
 .../localstack/services/s3/provider.py        |  8 +++++
 .../services/s3/test_s3_list_operations.py    | 34 +++++++++++++++++++
 .../s3/test_s3_list_operations.snapshot.json  | 16 +++++++++
 .../test_s3_list_operations.validation.json   |  9 +++++
 4 files changed, 67 insertions(+)

diff --git a/localstack-core/localstack/services/s3/provider.py b/localstack-core/localstack/services/s3/provider.py
index a1e7be5d7de12..12cc6aa95c7b8 100644
--- a/localstack-core/localstack/services/s3/provider.py
+++ b/localstack-core/localstack/services/s3/provider.py
@@ -323,6 +323,7 @@
 from localstack.services.s3.website_hosting import register_website_hosting_routes
 from localstack.state import AssetDirectory, StateVisitor
 from localstack.utils.aws.arns import s3_bucket_name
+from localstack.utils.aws.aws_stack import get_valid_regions_for_service
 from localstack.utils.collections import select_from_typed_dict
 from localstack.utils.strings import short_uid, to_bytes, to_str
 
@@ -607,6 +608,13 @@ def list_buckets(
         bucket_region: BucketRegion = None,
         **kwargs,
     ) -> ListBucketsOutput:
+        if bucket_region and not config.ALLOW_NONSTANDARD_REGIONS:
+            if bucket_region not in get_valid_regions_for_service(self.service):
+                raise InvalidArgument(
+                    f"Argument value {bucket_region} is not a valid AWS Region",
+                    ArgumentName="bucket-region",
+                )
+
         owner = get_owner_for_account_id(context.account_id)
         store = self.get_store(context.account_id, context.region)
 
diff --git a/tests/aws/services/s3/test_s3_list_operations.py b/tests/aws/services/s3/test_s3_list_operations.py
index f081782c0ecb3..91a94a1ac87b7 100644
--- a/tests/aws/services/s3/test_s3_list_operations.py
+++ b/tests/aws/services/s3/test_s3_list_operations.py
@@ -160,6 +160,40 @@ def test_list_buckets_with_continuation_token(self, s3_create_bucket, aws_client
 
         snapshot.match("list-objects-with-continuation", response)
 
+    @markers.aws.validated
+    def test_list_buckets_region_validation(self, aws_client, snapshot):
+        with pytest.raises(ClientError) as e:
+            aws_client.s3.list_buckets(BucketRegion="eu-east-1")
+        snapshot.match("bad-region", e.value.response)
+
+    @markers.aws.only_localstack
+    @markers.requires_in_process
+    def test_list_buckets_region_validation_disabled(
+        self, snapshot, monkeypatch, aws_client_factory, s3_create_bucket_with_client
+    ):
+        monkeypatch.setattr(config, "ALLOW_NONSTANDARD_REGIONS", True)
+        # we need to patch the `DefaultRegionRewriterStrategy` as it wil replace `eu-east-1` by `us-east-1`, which
+        # is its default region
+        from localstack.aws.handlers.region import DefaultRegionRewriterStrategy
+
+        monkeypatch.setattr(DefaultRegionRewriterStrategy, "apply", lambda *_, **__: None)
+
+        bad_region = "eu-east-1"
+
+        # A client created with us-east-1 can create buckets in any region
+        client_us_east_1 = aws_client_factory(region_name=AWS_REGION_US_EAST_1).s3
+
+        bucket_name = f"test-bucket-{short_uid()}"
+        s3_create_bucket_with_client(
+            client_us_east_1,
+            Bucket=bucket_name,
+            CreateBucketConfiguration={"LocationConstraint": bad_region},
+        )
+
+        list_buckets = client_us_east_1.list_buckets(BucketRegion=bad_region)
+        assert list_buckets["Buckets"]
+        assert list_buckets["Buckets"][0]["BucketRegion"] == bad_region
+
 
 class TestS3ListObjects:
     @markers.aws.validated
diff --git a/tests/aws/services/s3/test_s3_list_operations.snapshot.json b/tests/aws/services/s3/test_s3_list_operations.snapshot.json
index ab827dee03cff..fd936f509322f 100644
--- a/tests/aws/services/s3/test_s3_list_operations.snapshot.json
+++ b/tests/aws/services/s3/test_s3_list_operations.snapshot.json
@@ -3368,5 +3368,21 @@
         }
       }
     }
+  },
+  "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListBuckets::test_list_buckets_region_validation": {
+    "recorded-date": "18-11-2025, 17:59:17",
+    "recorded-content": {
+      "bad-region": {
+        "Error": {
+          "ArgumentName": "bucket-region",
+          "Code": "InvalidArgument",
+          "Message": "Argument value eu-east-1 is not a valid AWS Region"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/s3/test_s3_list_operations.validation.json b/tests/aws/services/s3/test_s3_list_operations.validation.json
index 127660f3efd56..53a97f30167e7 100644
--- a/tests/aws/services/s3/test_s3_list_operations.validation.json
+++ b/tests/aws/services/s3/test_s3_list_operations.validation.json
@@ -5,6 +5,15 @@
   "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListBuckets::test_list_buckets_by_prefix_with_case_sensitivity": {
     "last_validated_date": "2025-05-14T09:11:11+00:00"
   },
+  "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListBuckets::test_list_buckets_region_validation": {
+    "last_validated_date": "2025-11-18T17:59:17+00:00",
+    "durations_in_seconds": {
+      "setup": 0.48,
+      "call": 0.34,
+      "teardown": 0.0,
+      "total": 0.82
+    }
+  },
   "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListBuckets::test_list_buckets_when_continuation_token_is_empty": {
     "last_validated_date": "2025-05-14T09:11:17+00:00"
   },

From ae5c685548bc9b8a60fb62c9eb281d6150a5a1db Mon Sep 17 00:00:00 2001
From: mitchy <michishita.ocu@gmail.com>
Date: Thu, 20 Nov 2025 19:55:27 +0900
Subject: [PATCH 387/697] Step Functions: fix validate-state-machine-definition
 (#13281)

---
 .../stepfunctions/asl/parse/preprocessor.py   |  91 +++++++++++-----
 .../invalid_downgrade_query_language.json5    |  11 ++
 .../valid_query_language_pass.json5           |  24 +++++
 .../validation/validation_templates.py        |   6 ++
 .../v2/test_sfn_api_validation.py             |  24 ++++-
 .../v2/test_sfn_api_validation.snapshot.json  |  86 +++++++++++++--
 .../test_sfn_api_validation.validation.json   | 100 ++++++++++++++++--
 7 files changed, 299 insertions(+), 43 deletions(-)
 create mode 100644 tests/aws/services/stepfunctions/templates/validation/statemachines/invalid_downgrade_query_language.json5
 create mode 100644 tests/aws/services/stepfunctions/templates/validation/statemachines/valid_query_language_pass.json5

diff --git a/localstack-core/localstack/services/stepfunctions/asl/parse/preprocessor.py b/localstack-core/localstack/services/stepfunctions/asl/parse/preprocessor.py
index cb25e4989a4a0..94aaa897b5fa7 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/parse/preprocessor.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/parse/preprocessor.py
@@ -7,13 +7,17 @@
 
 from localstack.services.stepfunctions.asl.antlr.runtime.ASLLexer import ASLLexer
 from localstack.services.stepfunctions.asl.antlr.runtime.ASLParser import ASLParser
-from localstack.services.stepfunctions.asl.antlr.runtime.ASLParserVisitor import ASLParserVisitor
+from localstack.services.stepfunctions.asl.antlr.runtime.ASLParserVisitor import (
+    ASLParserVisitor,
+)
 from localstack.services.stepfunctions.asl.antlt4utils.antlr4utils import (
     from_string_literal,
     is_production,
     is_terminal,
 )
-from localstack.services.stepfunctions.asl.component.common.assign.assign_decl import AssignDecl
+from localstack.services.stepfunctions.asl.component.common.assign.assign_decl import (
+    AssignDecl,
+)
 from localstack.services.stepfunctions.asl.component.common.assign.assign_decl_binding import (
     AssignDeclBinding,
 )
@@ -36,9 +40,15 @@
     AssignTemplateValueTerminalLit,
     AssignTemplateValueTerminalStringJSONata,
 )
-from localstack.services.stepfunctions.asl.component.common.catch.catch_decl import CatchDecl
-from localstack.services.stepfunctions.asl.component.common.catch.catcher_decl import CatcherDecl
-from localstack.services.stepfunctions.asl.component.common.catch.catcher_props import CatcherProps
+from localstack.services.stepfunctions.asl.component.common.catch.catch_decl import (
+    CatchDecl,
+)
+from localstack.services.stepfunctions.asl.component.common.catch.catcher_decl import (
+    CatcherDecl,
+)
+from localstack.services.stepfunctions.asl.component.common.catch.catcher_props import (
+    CatcherProps,
+)
 from localstack.services.stepfunctions.asl.component.common.comment import Comment
 from localstack.services.stepfunctions.asl.component.common.error_name.custom_error_name import (
     CustomErrorName,
@@ -46,7 +56,9 @@
 from localstack.services.stepfunctions.asl.component.common.error_name.error_equals_decl import (
     ErrorEqualsDecl,
 )
-from localstack.services.stepfunctions.asl.component.common.error_name.error_name import ErrorName
+from localstack.services.stepfunctions.asl.component.common.error_name.error_name import (
+    ErrorName,
+)
 from localstack.services.stepfunctions.asl.component.common.error_name.states_error_name import (
     StatesErrorName,
 )
@@ -79,10 +91,18 @@
     Parameters,
     Parargs,
 )
-from localstack.services.stepfunctions.asl.component.common.path.input_path import InputPath
-from localstack.services.stepfunctions.asl.component.common.path.items_path import ItemsPath
-from localstack.services.stepfunctions.asl.component.common.path.output_path import OutputPath
-from localstack.services.stepfunctions.asl.component.common.path.result_path import ResultPath
+from localstack.services.stepfunctions.asl.component.common.path.input_path import (
+    InputPath,
+)
+from localstack.services.stepfunctions.asl.component.common.path.items_path import (
+    ItemsPath,
+)
+from localstack.services.stepfunctions.asl.component.common.path.output_path import (
+    OutputPath,
+)
+from localstack.services.stepfunctions.asl.component.common.path.result_path import (
+    ResultPath,
+)
 from localstack.services.stepfunctions.asl.component.common.payload.payloadvalue.payload_value import (
     PayloadValue,
 )
@@ -116,7 +136,9 @@
     QueryLanguage,
     QueryLanguageMode,
 )
-from localstack.services.stepfunctions.asl.component.common.result_selector import ResultSelector
+from localstack.services.stepfunctions.asl.component.common.result_selector import (
+    ResultSelector,
+)
 from localstack.services.stepfunctions.asl.component.common.retry.backoff_rate_decl import (
     BackoffRateDecl,
 )
@@ -133,9 +155,15 @@
 from localstack.services.stepfunctions.asl.component.common.retry.max_delay_seconds_decl import (
     MaxDelaySecondsDecl,
 )
-from localstack.services.stepfunctions.asl.component.common.retry.retrier_decl import RetrierDecl
-from localstack.services.stepfunctions.asl.component.common.retry.retrier_props import RetrierProps
-from localstack.services.stepfunctions.asl.component.common.retry.retry_decl import RetryDecl
+from localstack.services.stepfunctions.asl.component.common.retry.retrier_decl import (
+    RetrierDecl,
+)
+from localstack.services.stepfunctions.asl.component.common.retry.retrier_props import (
+    RetrierProps,
+)
+from localstack.services.stepfunctions.asl.component.common.retry.retry_decl import (
+    RetryDecl,
+)
 from localstack.services.stepfunctions.asl.component.common.string.string_expression import (
     StringContextPath,
     StringExpression,
@@ -291,15 +319,23 @@
     Error,
     ErrorPath,
 )
-from localstack.services.stepfunctions.asl.component.state.state_fail.state_fail import StateFail
-from localstack.services.stepfunctions.asl.component.state.state_pass.result import Result
-from localstack.services.stepfunctions.asl.component.state.state_pass.state_pass import StatePass
+from localstack.services.stepfunctions.asl.component.state.state_fail.state_fail import (
+    StateFail,
+)
+from localstack.services.stepfunctions.asl.component.state.state_pass.result import (
+    Result,
+)
+from localstack.services.stepfunctions.asl.component.state.state_pass.state_pass import (
+    StatePass,
+)
 from localstack.services.stepfunctions.asl.component.state.state_props import StateProps
 from localstack.services.stepfunctions.asl.component.state.state_succeed.state_succeed import (
     StateSucceed,
 )
 from localstack.services.stepfunctions.asl.component.state.state_type import StateType
-from localstack.services.stepfunctions.asl.component.state.state_wait.state_wait import StateWait
+from localstack.services.stepfunctions.asl.component.state.state_wait.state_wait import (
+    StateWait,
+)
 from localstack.services.stepfunctions.asl.component.state.state_wait.wait_function.seconds import (
     Seconds,
     SecondsJSONata,
@@ -311,18 +347,24 @@
     Timestamp,
     TimestampPath,
 )
-from localstack.services.stepfunctions.asl.parse.intrinsic.intrinsic_parser import IntrinsicParser
+from localstack.services.stepfunctions.asl.parse.intrinsic.intrinsic_parser import (
+    IntrinsicParser,
+)
 from localstack.services.stepfunctions.asl.parse.typed_props import TypedProps
 
 LOG = logging.getLogger(__name__)
 
 
 class Preprocessor(ASLParserVisitor):
-    _query_language_per_scope: list[QueryLanguage] = []
+    def __init__(self):
+        self._query_language_per_scope: list[QueryLanguage] = []
 
     def _get_current_query_language(self) -> QueryLanguage:
         return self._query_language_per_scope[-1]
 
+    def _get_top_level_query_language(self) -> QueryLanguage:
+        return self._query_language_per_scope[0]
+
     def _open_query_language_scope(self, parse_tree: ParseTree) -> None:
         production = is_production(parse_tree)
         if production is None:
@@ -347,11 +389,11 @@ def _open_query_language_scope(self, parse_tree: ParseTree) -> None:
                 query_language = QueryLanguage()
         # Otherwise, check for logical conflicts and add the latest or inherited value to as the next scope.
         else:
-            current_query_language = self._get_current_query_language()
+            top_query_language = self._get_top_level_query_language()
             if query_language is None:
-                query_language = current_query_language
+                query_language = top_query_language
             if (
-                current_query_language.query_language_mode == QueryLanguageMode.JSONata
+                top_query_language.query_language_mode == QueryLanguageMode.JSONata
                 and query_language.query_language_mode == QueryLanguageMode.JSONPath
             ):
                 raise ValueError(
@@ -1507,5 +1549,6 @@ def visitString_intrinsic_function(
         intrinsic_function_derivation = ctx.STRINGINTRINSICFUNC().getText()[1:-1]
         function, _ = IntrinsicParser.parse(intrinsic_function_derivation)
         return StringIntrinsicFunction(
-            intrinsic_function_derivation=intrinsic_function_derivation, function=function
+            intrinsic_function_derivation=intrinsic_function_derivation,
+            function=function,
         )
diff --git a/tests/aws/services/stepfunctions/templates/validation/statemachines/invalid_downgrade_query_language.json5 b/tests/aws/services/stepfunctions/templates/validation/statemachines/invalid_downgrade_query_language.json5
new file mode 100644
index 0000000000000..d79d8a9e085ea
--- /dev/null
+++ b/tests/aws/services/stepfunctions/templates/validation/statemachines/invalid_downgrade_query_language.json5
@@ -0,0 +1,11 @@
+{
+  "StartAt": "Pass",
+  "States": {
+    "Pass": {
+      "Type": "Pass",
+      "End": true,
+      "QueryLanguage": "JSONPath"
+    }
+  },
+  "QueryLanguage": "JSONata"
+}
diff --git a/tests/aws/services/stepfunctions/templates/validation/statemachines/valid_query_language_pass.json5 b/tests/aws/services/stepfunctions/templates/validation/statemachines/valid_query_language_pass.json5
new file mode 100644
index 0000000000000..9ceb6bbd32400
--- /dev/null
+++ b/tests/aws/services/stepfunctions/templates/validation/statemachines/valid_query_language_pass.json5
@@ -0,0 +1,24 @@
+{
+  "StartAt": "Map",
+  "QueryLanguage": "JSONPath",
+  "States": {
+    "Map": {
+      "Type": "Map",
+      "QueryLanguage": "JSONata",
+      "ItemProcessor": {
+        "ProcessorConfig": {
+          "Mode": "INLINE"
+        },
+        "StartAt": "Pass",
+        "States": {
+          "Pass": {
+            "QueryLanguage": "JSONPath",
+            "Type": "Pass",
+            "End": true
+          }
+        }
+      },
+      "End": true
+    }
+  }
+}
diff --git a/tests/aws/services/stepfunctions/templates/validation/validation_templates.py b/tests/aws/services/stepfunctions/templates/validation/validation_templates.py
index ec4243c08e07c..3250675942f86 100644
--- a/tests/aws/services/stepfunctions/templates/validation/validation_templates.py
+++ b/tests/aws/services/stepfunctions/templates/validation/validation_templates.py
@@ -10,4 +10,10 @@ class ValidationTemplate(TemplateLoader):
     INVALID_BASE_NO_STARTAT: Final[str] = os.path.join(
         _THIS_FOLDER, "statemachines/invalid_base_no_startat.json5"
     )
+    INVALID_DOWNGRADE_QUERY_LANGUAGE: Final[str] = os.path.join(
+        _THIS_FOLDER, "statemachines/invalid_downgrade_query_language.json5"
+    )
     VALID_BASE_PASS: Final[str] = os.path.join(_THIS_FOLDER, "statemachines/valid_base_pass.json5")
+    VALID_QUERY_LANGUAGE_PASS: Final[str] = os.path.join(
+        _THIS_FOLDER, "statemachines/valid_query_language_pass.json5"
+    )
diff --git a/tests/aws/services/stepfunctions/v2/test_sfn_api_validation.py b/tests/aws/services/stepfunctions/v2/test_sfn_api_validation.py
index 01bbd45143709..c13bafeea3988 100644
--- a/tests/aws/services/stepfunctions/v2/test_sfn_api_validation.py
+++ b/tests/aws/services/stepfunctions/v2/test_sfn_api_validation.py
@@ -34,8 +34,18 @@ def test_validate_state_machine_definition_not_a_definition(
 
     @pytest.mark.parametrize(
         "validation_template",
-        [ValidationTemplate.VALID_BASE_PASS, ValidationTemplate.INVALID_BASE_NO_STARTAT],
-        ids=["VALID_BASE_PASS", "INVALID_BASE_NO_STARTAT"],
+        [
+            ValidationTemplate.VALID_BASE_PASS,
+            ValidationTemplate.INVALID_DOWNGRADE_QUERY_LANGUAGE,
+            ValidationTemplate.VALID_QUERY_LANGUAGE_PASS,
+            ValidationTemplate.INVALID_BASE_NO_STARTAT,
+        ],
+        ids=[
+            "VALID_BASE_PASS",
+            "INVALID_DOWNGRADE_QUERY_LANGUAGE",
+            "VALID_QUERY_LANGUAGE_PASS",
+            "INVALID_BASE_NO_STARTAT",
+        ],
     )
     @markers.aws.validated
     def test_validate_state_machine_definition_type_standard(
@@ -53,9 +63,17 @@ def test_validate_state_machine_definition_type_standard(
         [
             ValidationTemplate.VALID_BASE_PASS,
             ValidationTemplate.INVALID_BASE_NO_STARTAT,
+            ValidationTemplate.INVALID_DOWNGRADE_QUERY_LANGUAGE,
+            ValidationTemplate.VALID_QUERY_LANGUAGE_PASS,
             CallbackTemplates.SQS_WAIT_FOR_TASK_TOKEN,
         ],
-        ids=["VALID_BASE_PASS", "INVALID_BASE_NO_STARTAT", "ILLEGAL_WFTT"],
+        ids=[
+            "VALID_BASE_PASS",
+            "INVALID_BASE_NO_STARTAT",
+            "INVALID_DOWNGRADE_QUERY_LANGUAGE",
+            "VALID_QUERY_LANGUAGE_PASS",
+            "ILLEGAL_WFTT",
+        ],
     )
     @markers.aws.validated
     def test_validate_state_machine_definition_type_express(
diff --git a/tests/aws/services/stepfunctions/v2/test_sfn_api_validation.snapshot.json b/tests/aws/services/stepfunctions/v2/test_sfn_api_validation.snapshot.json
index 1a66526efd53b..4c5acae6bb169 100644
--- a/tests/aws/services/stepfunctions/v2/test_sfn_api_validation.snapshot.json
+++ b/tests/aws/services/stepfunctions/v2/test_sfn_api_validation.snapshot.json
@@ -1,6 +1,6 @@
 {
   "tests/aws/services/stepfunctions/v2/test_sfn_api_validation.py::TestSfnApiValidation::test_validate_state_machine_definition_not_a_definition[EMPTY_STRING]": {
-    "recorded-date": "09-10-2024, 08:51:57",
+    "recorded-date": "19-10-2025, 02:38:10",
     "recorded-content": {
       "validation_response": {
         "diagnostics": [
@@ -20,7 +20,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_sfn_api_validation.py::TestSfnApiValidation::test_validate_state_machine_definition_not_a_definition[NOT_A_DEF]": {
-    "recorded-date": "09-10-2024, 08:51:58",
+    "recorded-date": "19-10-2025, 02:38:10",
     "recorded-content": {
       "validation_response": {
         "diagnostics": [
@@ -41,7 +41,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_sfn_api_validation.py::TestSfnApiValidation::test_validate_state_machine_definition_not_a_definition[EMPTY_DICT]": {
-    "recorded-date": "09-10-2024, 08:51:58",
+    "recorded-date": "19-10-2025, 02:38:10",
     "recorded-content": {
       "validation_response": {
         "diagnostics": [
@@ -62,7 +62,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_sfn_api_validation.py::TestSfnApiValidation::test_validate_state_machine_definition_type_standard[VALID_BASE_PASS]": {
-    "recorded-date": "09-10-2024, 08:51:58",
+    "recorded-date": "19-10-2025, 02:38:11",
     "recorded-content": {
       "validation_response": {
         "diagnostics": [],
@@ -76,7 +76,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_sfn_api_validation.py::TestSfnApiValidation::test_validate_state_machine_definition_type_standard[INVALID_BASE_NO_STARTAT]": {
-    "recorded-date": "09-10-2024, 08:51:58",
+    "recorded-date": "19-10-2025, 02:38:11",
     "recorded-content": {
       "validation_response": {
         "diagnostics": [
@@ -97,7 +97,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_sfn_api_validation.py::TestSfnApiValidation::test_validate_state_machine_definition_type_express[VALID_BASE_PASS]": {
-    "recorded-date": "09-10-2024, 08:51:58",
+    "recorded-date": "19-10-2025, 02:38:11",
     "recorded-content": {
       "validation_response": {
         "diagnostics": [],
@@ -111,7 +111,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_sfn_api_validation.py::TestSfnApiValidation::test_validate_state_machine_definition_type_express[INVALID_BASE_NO_STARTAT]": {
-    "recorded-date": "09-10-2024, 08:51:58",
+    "recorded-date": "19-10-2025, 02:38:11",
     "recorded-content": {
       "validation_response": {
         "diagnostics": [
@@ -132,7 +132,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_sfn_api_validation.py::TestSfnApiValidation::test_validate_state_machine_definition_type_express[ILLEGAL_WFTT]": {
-    "recorded-date": "09-10-2024, 08:51:58",
+    "recorded-date": "19-10-2025, 02:38:12",
     "recorded-content": {
       "validation_response": {
         "diagnostics": [
@@ -151,5 +151,75 @@
         }
       }
     }
+  },
+  "tests/aws/services/stepfunctions/v2/test_sfn_api_validation.py::TestSfnApiValidation::test_validate_state_machine_definition_type_standard[VALID_QUERY_LANGUAGE_PASS]": {
+    "recorded-date": "19-10-2025, 02:38:11",
+    "recorded-content": {
+      "validation_response": {
+        "diagnostics": [],
+        "result": "OK",
+        "truncated": false,
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_sfn_api_validation.py::TestSfnApiValidation::test_validate_state_machine_definition_type_standard[INVALID_DOWNGRADE_QUERY_LANGUAGE]": {
+    "recorded-date": "19-10-2025, 02:38:11",
+    "recorded-content": {
+      "validation_response": {
+        "diagnostics": [
+          {
+            "code": "SCHEMA_VALIDATION_FAILED",
+            "location": "/States/Pass",
+            "message": "'QueryLanguage' can not be 'JSONPath' if set to 'JSONata' for whole state machine",
+            "severity": "ERROR"
+          }
+        ],
+        "result": "FAIL",
+        "truncated": false,
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_sfn_api_validation.py::TestSfnApiValidation::test_validate_state_machine_definition_type_express[INVALID_DOWNGRADE_QUERY_LANGUAGE]": {
+    "recorded-date": "19-10-2025, 02:38:11",
+    "recorded-content": {
+      "validation_response": {
+        "diagnostics": [
+          {
+            "code": "SCHEMA_VALIDATION_FAILED",
+            "location": "/States/Pass",
+            "message": "'QueryLanguage' can not be 'JSONPath' if set to 'JSONata' for whole state machine",
+            "severity": "ERROR"
+          }
+        ],
+        "result": "FAIL",
+        "truncated": false,
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_sfn_api_validation.py::TestSfnApiValidation::test_validate_state_machine_definition_type_express[VALID_QUERY_LANGUAGE_PASS]": {
+    "recorded-date": "19-10-2025, 02:38:11",
+    "recorded-content": {
+      "validation_response": {
+        "diagnostics": [],
+        "result": "OK",
+        "truncated": false,
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/stepfunctions/v2/test_sfn_api_validation.validation.json b/tests/aws/services/stepfunctions/v2/test_sfn_api_validation.validation.json
index 5e40a3ce68487..5142bb49a8533 100644
--- a/tests/aws/services/stepfunctions/v2/test_sfn_api_validation.validation.json
+++ b/tests/aws/services/stepfunctions/v2/test_sfn_api_validation.validation.json
@@ -1,26 +1,110 @@
 {
   "tests/aws/services/stepfunctions/v2/test_sfn_api_validation.py::TestSfnApiValidation::test_validate_state_machine_definition_not_a_definition[EMPTY_DICT]": {
-    "last_validated_date": "2024-10-09T08:51:58+00:00"
+    "last_validated_date": "2025-10-19T02:38:10+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.11,
+      "teardown": 0.0,
+      "total": 0.11
+    }
   },
   "tests/aws/services/stepfunctions/v2/test_sfn_api_validation.py::TestSfnApiValidation::test_validate_state_machine_definition_not_a_definition[EMPTY_STRING]": {
-    "last_validated_date": "2024-10-09T08:51:57+00:00"
+    "last_validated_date": "2025-10-19T02:38:10+00:00",
+    "durations_in_seconds": {
+      "setup": 1.14,
+      "call": 0.58,
+      "teardown": 0.0,
+      "total": 1.72
+    }
   },
   "tests/aws/services/stepfunctions/v2/test_sfn_api_validation.py::TestSfnApiValidation::test_validate_state_machine_definition_not_a_definition[NOT_A_DEF]": {
-    "last_validated_date": "2024-10-09T08:51:58+00:00"
+    "last_validated_date": "2025-10-19T02:38:10+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.13,
+      "teardown": 0.0,
+      "total": 0.13
+    }
   },
   "tests/aws/services/stepfunctions/v2/test_sfn_api_validation.py::TestSfnApiValidation::test_validate_state_machine_definition_type_express[ILLEGAL_WFTT]": {
-    "last_validated_date": "2024-10-09T08:51:58+00:00"
+    "last_validated_date": "2025-10-19T02:38:12+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.11,
+      "teardown": 0.0,
+      "total": 0.11
+    }
   },
   "tests/aws/services/stepfunctions/v2/test_sfn_api_validation.py::TestSfnApiValidation::test_validate_state_machine_definition_type_express[INVALID_BASE_NO_STARTAT]": {
-    "last_validated_date": "2024-10-09T08:51:58+00:00"
+    "last_validated_date": "2025-10-19T02:38:11+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.13,
+      "teardown": 0.0,
+      "total": 0.13
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_sfn_api_validation.py::TestSfnApiValidation::test_validate_state_machine_definition_type_express[INVALID_DOWNGRADE_QUERY_LANGUAGE]": {
+    "last_validated_date": "2025-10-19T02:38:11+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.1,
+      "teardown": 0.0,
+      "total": 0.1
+    }
   },
   "tests/aws/services/stepfunctions/v2/test_sfn_api_validation.py::TestSfnApiValidation::test_validate_state_machine_definition_type_express[VALID_BASE_PASS]": {
-    "last_validated_date": "2024-10-09T08:51:58+00:00"
+    "last_validated_date": "2025-10-19T02:38:11+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.1,
+      "teardown": 0.0,
+      "total": 0.1
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_sfn_api_validation.py::TestSfnApiValidation::test_validate_state_machine_definition_type_express[VALID_QUERY_LANGUAGE_PASS]": {
+    "last_validated_date": "2025-10-19T02:38:11+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.1,
+      "teardown": 0.0,
+      "total": 0.1
+    }
   },
   "tests/aws/services/stepfunctions/v2/test_sfn_api_validation.py::TestSfnApiValidation::test_validate_state_machine_definition_type_standard[INVALID_BASE_NO_STARTAT]": {
-    "last_validated_date": "2024-10-09T08:51:58+00:00"
+    "last_validated_date": "2025-10-19T02:38:11+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.12,
+      "teardown": 0.0,
+      "total": 0.12
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_sfn_api_validation.py::TestSfnApiValidation::test_validate_state_machine_definition_type_standard[INVALID_DOWNGRADE_QUERY_LANGUAGE]": {
+    "last_validated_date": "2025-10-19T02:38:11+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.1,
+      "teardown": 0.0,
+      "total": 0.1
+    }
   },
   "tests/aws/services/stepfunctions/v2/test_sfn_api_validation.py::TestSfnApiValidation::test_validate_state_machine_definition_type_standard[VALID_BASE_PASS]": {
-    "last_validated_date": "2024-10-09T08:51:58+00:00"
+    "last_validated_date": "2025-10-19T02:38:11+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.11,
+      "teardown": 0.0,
+      "total": 0.11
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_sfn_api_validation.py::TestSfnApiValidation::test_validate_state_machine_definition_type_standard[VALID_QUERY_LANGUAGE_PASS]": {
+    "last_validated_date": "2025-10-19T02:38:11+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.11,
+      "teardown": 0.0,
+      "total": 0.11
+    }
   }
 }

From c050d86500b8e46da75e6e086cb0602ab66acab7 Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Thu, 20 Nov 2025 15:53:12 +0100
Subject: [PATCH 388/697] S3: fix `CopyObject` preconditions check to be with
 second-resolution (#13381)

---
 .../localstack/services/s3/utils.py           |  28 ++-
 tests/aws/services/s3/test_s3.py              |  96 ---------
 tests/aws/services/s3/test_s3.snapshot.json   |  97 ---------
 tests/aws/services/s3/test_s3.validation.json |   3 -
 tests/aws/services/s3/test_s3_api.py          |   2 -
 .../aws/services/s3/test_s3_preconditions.py  | 185 +++++++++++++++++
 .../s3/test_s3_preconditions.snapshot.json    | 187 ++++++++++++++++++
 .../s3/test_s3_preconditions.validation.json  |  29 +++
 8 files changed, 420 insertions(+), 207 deletions(-)
 create mode 100644 tests/aws/services/s3/test_s3_preconditions.py
 create mode 100644 tests/aws/services/s3/test_s3_preconditions.snapshot.json
 create mode 100644 tests/aws/services/s3/test_s3_preconditions.validation.json

diff --git a/localstack-core/localstack/services/s3/utils.py b/localstack-core/localstack/services/s3/utils.py
index 063dc53056c9a..e96b9a3d5b513 100644
--- a/localstack-core/localstack/services/s3/utils.py
+++ b/localstack-core/localstack/services/s3/utils.py
@@ -421,6 +421,7 @@ def get_failed_upload_part_copy_source_preconditions(
     if_none_match = request.get("CopySourceIfNoneMatch")
     if_unmodified_since = request.get("CopySourceIfUnmodifiedSince")
     if_modified_since = request.get("CopySourceIfModifiedSince")
+    last_modified = second_resolution_datetime(last_modified)
 
     if if_match:
         if if_match.strip('"') != etag.strip('"'):
@@ -431,15 +432,15 @@ def get_failed_upload_part_copy_source_preconditions(
         if if_unmodified_since:
             return None
 
-    if if_unmodified_since and if_unmodified_since < last_modified:
+    if if_unmodified_since and second_resolution_datetime(if_unmodified_since) < last_modified:
         return "x-amz-copy-source-If-Unmodified-Since"
 
     if if_none_match and if_none_match.strip('"') == etag.strip('"'):
         return "x-amz-copy-source-If-None-Match"
 
-    if if_modified_since and last_modified < if_modified_since < datetime.datetime.now(
-        tz=_gmt_zone_info
-    ):
+    if if_modified_since and last_modified <= second_resolution_datetime(
+        if_modified_since
+    ) < datetime.datetime.now(tz=_gmt_zone_info):
         return "x-amz-copy-source-If-Modified-Since"
 
 
@@ -701,6 +702,10 @@ def str_to_rfc_1123_datetime(value: str) -> datetime.datetime:
     return datetime.datetime.strptime(value, RFC1123).replace(tzinfo=_gmt_zone_info)
 
 
+def second_resolution_datetime(src: datetime.datetime) -> datetime.datetime:
+    return src.replace(microsecond=0)
+
+
 def add_expiration_days_to_datetime(user_datatime: datetime.datetime, exp_days: int) -> str:
     """
     This adds expiration days to a datetime, rounding to the next day at midnight UTC.
@@ -908,6 +913,7 @@ def get_failed_precondition_copy_source(
     :param etag: source object ETag
     :return str: the failed precondition to raise
     """
+    last_modified = second_resolution_datetime(last_modified)
     if (cs_if_match := request.get("CopySourceIfMatch")) and etag.strip('"') != cs_if_match.strip(
         '"'
     ):
@@ -915,7 +921,7 @@ def get_failed_precondition_copy_source(
 
     elif (
         cs_if_unmodified_since := request.get("CopySourceIfUnmodifiedSince")
-    ) and last_modified > cs_if_unmodified_since:
+    ) and last_modified > second_resolution_datetime(cs_if_unmodified_since):
         return "x-amz-copy-source-If-Unmodified-Since"
 
     elif (cs_if_none_match := request.get("CopySourceIfNoneMatch")) and etag.strip(
@@ -925,7 +931,9 @@ def get_failed_precondition_copy_source(
 
     elif (
         cs_if_modified_since := request.get("CopySourceIfModifiedSince")
-    ) and last_modified < cs_if_modified_since < datetime.datetime.now(tz=_gmt_zone_info):
+    ) and last_modified <= second_resolution_datetime(cs_if_modified_since) < datetime.datetime.now(
+        tz=_gmt_zone_info
+    ):
         return "x-amz-copy-source-If-Modified-Since"
 
 
@@ -943,13 +951,13 @@ def validate_failed_precondition(
     """
     precondition_failed = None
     # last_modified needs to be rounded to a second so that strict equality can be enforced from a RFC1123 header
-    last_modified = last_modified.replace(microsecond=0)
+    last_modified = second_resolution_datetime(last_modified)
     if (if_match := request.get("IfMatch")) and etag != if_match.strip('"'):
         precondition_failed = "If-Match"
 
     elif (
         if_unmodified_since := request.get("IfUnmodifiedSince")
-    ) and last_modified > if_unmodified_since:
+    ) and last_modified > second_resolution_datetime(if_unmodified_since):
         precondition_failed = "If-Unmodified-Since"
 
     if precondition_failed:
@@ -960,7 +968,9 @@ def validate_failed_precondition(
 
     if ((if_none_match := request.get("IfNoneMatch")) and etag == if_none_match.strip('"')) or (
         (if_modified_since := request.get("IfModifiedSince"))
-        and last_modified <= if_modified_since < datetime.datetime.now(tz=_gmt_zone_info)
+        and last_modified
+        <= second_resolution_datetime(if_modified_since)
+        < datetime.datetime.now(tz=_gmt_zone_info)
     ):
         raise CommonServiceException(
             message="Not Modified",
diff --git a/tests/aws/services/s3/test_s3.py b/tests/aws/services/s3/test_s3.py
index 33e628a47007a..af501d08fc31b 100644
--- a/tests/aws/services/s3/test_s3.py
+++ b/tests/aws/services/s3/test_s3.py
@@ -2033,102 +2033,6 @@ def test_s3_copy_object_with_default_checksum(self, s3_bucket, snapshot, aws_cli
         )
         snapshot.match("dest-object-attrs-after-copy", object_attrs)
 
-    @markers.aws.validated
-    def test_s3_copy_object_preconditions(self, s3_bucket, snapshot, aws_client):
-        snapshot.add_transformer(snapshot.transform.s3_api())
-        object_key = "source-object"
-        dest_key = "dest-object"
-        # create key with no checksum
-        put_object = aws_client.s3.put_object(
-            Bucket=s3_bucket,
-            Key=object_key,
-            Body=b"data",
-        )
-        head_obj = aws_client.s3.head_object(Bucket=s3_bucket, Key=object_key)
-        snapshot.match("head-object", head_obj)
-
-        # wait a bit for the `unmodified_since` value so that it's unvalid.
-        # S3 compares it the last-modified field, but you can't set the value in the future otherwise it ignores it
-        # It needs to be now or less, but the object needs to be a bit more recent than that.
-        time.sleep(3)
-
-        # we're testing the order of validation at the same time by validating all of them at once, by elimination
-        now = datetime.datetime.now().astimezone(tz=ZoneInfo("GMT"))
-        wrong_unmodified_since = now - datetime.timedelta(days=1)
-
-        with pytest.raises(ClientError) as e:
-            aws_client.s3.copy_object(
-                Bucket=s3_bucket,
-                CopySource=f"{s3_bucket}/{object_key}",
-                Key=dest_key,
-                CopySourceIfModifiedSince=now,
-                CopySourceIfUnmodifiedSince=wrong_unmodified_since,
-                CopySourceIfMatch="etag123",
-                CopySourceIfNoneMatch=put_object["ETag"],
-            )
-        snapshot.match("copy-precondition-if-match", e.value.response)
-
-        with pytest.raises(ClientError) as e:
-            aws_client.s3.copy_object(
-                Bucket=s3_bucket,
-                CopySource=f"{s3_bucket}/{object_key}",
-                Key=dest_key,
-                CopySourceIfModifiedSince=now,
-                CopySourceIfUnmodifiedSince=wrong_unmodified_since,
-                CopySourceIfNoneMatch=put_object["ETag"],
-            )
-        snapshot.match("copy-precondition-if-unmodified-since", e.value.response)
-
-        with pytest.raises(ClientError) as e:
-            aws_client.s3.copy_object(
-                Bucket=s3_bucket,
-                CopySource=f"{s3_bucket}/{object_key}",
-                Key=dest_key,
-                CopySourceIfModifiedSince=now,
-                CopySourceIfNoneMatch=put_object["ETag"],
-            )
-        snapshot.match("copy-precondition-if-none-match", e.value.response)
-
-        with pytest.raises(ClientError) as e:
-            aws_client.s3.copy_object(
-                Bucket=s3_bucket,
-                CopySource=f"{s3_bucket}/{object_key}",
-                Key=dest_key,
-                CopySourceIfModifiedSince=now,
-            )
-        snapshot.match("copy-precondition-if-modified-since", e.value.response)
-
-        # AWS will ignore the value if it's in the future
-        copy_obj = aws_client.s3.copy_object(
-            Bucket=s3_bucket,
-            CopySource=f"{s3_bucket}/{object_key}",
-            Key=dest_key,
-            CopySourceIfModifiedSince=now + datetime.timedelta(days=1),
-        )
-        snapshot.match("copy-ignore-future-modified-since", copy_obj)
-
-        # AWS will ignore the missing quotes around the ETag and still reject the request
-        with pytest.raises(ClientError) as e:
-            aws_client.s3.copy_object(
-                Bucket=s3_bucket,
-                CopySource=f"{s3_bucket}/{object_key}",
-                Key=dest_key,
-                CopySourceIfNoneMatch=put_object["ETag"].strip('"'),
-            )
-        snapshot.match("copy-etag-missing-quotes", e.value.response)
-
-        # Positive tests with all conditions checked
-        copy_obj_all_positive = aws_client.s3.copy_object(
-            Bucket=s3_bucket,
-            CopySource=f"{s3_bucket}/{object_key}",
-            Key=dest_key,
-            CopySourceIfMatch=put_object["ETag"].strip('"'),
-            CopySourceIfNoneMatch="etag123",
-            CopySourceIfModifiedSince=now - datetime.timedelta(days=1),
-            CopySourceIfUnmodifiedSince=now,
-        )
-        snapshot.match("copy-success", copy_obj_all_positive)
-
     @markers.aws.validated
     def test_s3_copy_object_wrong_format(self, s3_bucket, snapshot, aws_client):
         snapshot.add_transformer(snapshot.transform.s3_api())
diff --git a/tests/aws/services/s3/test_s3.snapshot.json b/tests/aws/services/s3/test_s3.snapshot.json
index 3e5f982ce872a..c967cc26fd1f7 100644
--- a/tests/aws/services/s3/test_s3.snapshot.json
+++ b/tests/aws/services/s3/test_s3.snapshot.json
@@ -8089,103 +8089,6 @@
       }
     }
   },
-  "tests/aws/services/s3/test_s3.py::TestS3::test_s3_copy_object_preconditions": {
-    "recorded-date": "21-01-2025, 18:29:56",
-    "recorded-content": {
-      "head-object": {
-        "AcceptRanges": "bytes",
-        "ContentLength": 4,
-        "ContentType": "binary/octet-stream",
-        "ETag": "\"8d777f385d3dfec8815d20f7496026dc\"",
-        "LastModified": "datetime",
-        "Metadata": {},
-        "ServerSideEncryption": "AES256",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "copy-precondition-if-match": {
-        "Error": {
-          "Code": "PreconditionFailed",
-          "Condition": "x-amz-copy-source-If-Match",
-          "Message": "At least one of the pre-conditions you specified did not hold"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 412
-        }
-      },
-      "copy-precondition-if-unmodified-since": {
-        "Error": {
-          "Code": "PreconditionFailed",
-          "Condition": "x-amz-copy-source-If-Unmodified-Since",
-          "Message": "At least one of the pre-conditions you specified did not hold"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 412
-        }
-      },
-      "copy-precondition-if-none-match": {
-        "Error": {
-          "Code": "PreconditionFailed",
-          "Condition": "x-amz-copy-source-If-None-Match",
-          "Message": "At least one of the pre-conditions you specified did not hold"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 412
-        }
-      },
-      "copy-precondition-if-modified-since": {
-        "Error": {
-          "Code": "PreconditionFailed",
-          "Condition": "x-amz-copy-source-If-Modified-Since",
-          "Message": "At least one of the pre-conditions you specified did not hold"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 412
-        }
-      },
-      "copy-ignore-future-modified-since": {
-        "CopyObjectResult": {
-          "ChecksumCRC32": "rfPzYw==",
-          "ETag": "\"8d777f385d3dfec8815d20f7496026dc\"",
-          "LastModified": "datetime"
-        },
-        "ServerSideEncryption": "AES256",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "copy-etag-missing-quotes": {
-        "Error": {
-          "Code": "PreconditionFailed",
-          "Condition": "x-amz-copy-source-If-None-Match",
-          "Message": "At least one of the pre-conditions you specified did not hold"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 412
-        }
-      },
-      "copy-success": {
-        "CopyObjectResult": {
-          "ChecksumCRC32": "rfPzYw==",
-          "ETag": "\"8d777f385d3dfec8815d20f7496026dc\"",
-          "LastModified": "datetime"
-        },
-        "ServerSideEncryption": "AES256",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
   "tests/aws/services/s3/test_s3.py::TestS3BucketLogging::test_put_bucket_logging": {
     "recorded-date": "12-08-2023, 19:54:07",
     "recorded-content": {
diff --git a/tests/aws/services/s3/test_s3.validation.json b/tests/aws/services/s3/test_s3.validation.json
index 514ea65fc345b..c3f25253c61d4 100644
--- a/tests/aws/services/s3/test_s3.validation.json
+++ b/tests/aws/services/s3/test_s3.validation.json
@@ -410,9 +410,6 @@
   "tests/aws/services/s3/test_s3.py::TestS3::test_s3_copy_object_in_place_with_encryption": {
     "last_validated_date": "2025-01-21T18:29:31+00:00"
   },
-  "tests/aws/services/s3/test_s3.py::TestS3::test_s3_copy_object_preconditions": {
-    "last_validated_date": "2025-01-21T18:29:56+00:00"
-  },
   "tests/aws/services/s3/test_s3.py::TestS3::test_s3_copy_object_storage_class": {
     "last_validated_date": "2025-01-21T18:29:41+00:00"
   },
diff --git a/tests/aws/services/s3/test_s3_api.py b/tests/aws/services/s3/test_s3_api.py
index c276f7db8d30f..b725660f8c2c4 100644
--- a/tests/aws/services/s3/test_s3_api.py
+++ b/tests/aws/services/s3/test_s3_api.py
@@ -492,8 +492,6 @@ def test_get_object_range(self, aws_client, s3_bucket, snapshot):
 
 
 class TestS3Multipart:
-    # TODO: write a validated test for UploadPartCopy preconditions
-
     @markers.aws.validated
     @markers.snapshot.skip_snapshot_verify(paths=["$..PartNumberMarker"])  # TODO: investigate this
     def test_upload_part_copy_range(self, aws_client, s3_bucket, snapshot):
diff --git a/tests/aws/services/s3/test_s3_preconditions.py b/tests/aws/services/s3/test_s3_preconditions.py
new file mode 100644
index 0000000000000..0ba685631b95c
--- /dev/null
+++ b/tests/aws/services/s3/test_s3_preconditions.py
@@ -0,0 +1,185 @@
+import datetime
+import time
+from zoneinfo import ZoneInfo
+
+import pytest
+from botocore.exceptions import ClientError
+
+from localstack.testing.pytest import markers
+
+
+class TestS3CopySourcePreconditions:
+    @markers.aws.validated
+    def test_s3_copy_object_preconditions(self, s3_bucket, snapshot, aws_client):
+        snapshot.add_transformer(snapshot.transform.s3_api())
+        object_key = "source-object"
+        dest_key = "dest-object"
+        # create key with no checksum
+        put_object = aws_client.s3.put_object(
+            Bucket=s3_bucket,
+            Key=object_key,
+            Body=b"data",
+        )
+        head_obj = aws_client.s3.head_object(Bucket=s3_bucket, Key=object_key)
+        snapshot.match("head-object", head_obj)
+
+        # wait a bit for the `modified_since` value so that it's invalid.
+        # S3 compares it the last-modified field, but you can't set the value in the future otherwise it ignores it.
+        # It needs to be now or less, but the object needs to be a bit more recent than that.
+        time.sleep(3)
+
+        # we're testing the order of validation at the same time by validating all of them at once, by elimination
+        now = datetime.datetime.now().astimezone(tz=ZoneInfo("GMT"))
+        wrong_unmodified_since = now - datetime.timedelta(days=1)
+
+        with pytest.raises(ClientError) as e:
+            aws_client.s3.copy_object(
+                Bucket=s3_bucket,
+                CopySource=f"{s3_bucket}/{object_key}",
+                Key=dest_key,
+                CopySourceIfModifiedSince=now,
+                CopySourceIfUnmodifiedSince=wrong_unmodified_since,
+                CopySourceIfMatch="etag123",
+                CopySourceIfNoneMatch=put_object["ETag"],
+            )
+        snapshot.match("copy-precondition-if-match", e.value.response)
+
+        with pytest.raises(ClientError) as e:
+            aws_client.s3.copy_object(
+                Bucket=s3_bucket,
+                CopySource=f"{s3_bucket}/{object_key}",
+                Key=dest_key,
+                CopySourceIfModifiedSince=now,
+                CopySourceIfUnmodifiedSince=wrong_unmodified_since,
+                CopySourceIfNoneMatch=put_object["ETag"],
+            )
+        snapshot.match("copy-precondition-if-unmodified-since", e.value.response)
+
+        with pytest.raises(ClientError) as e:
+            aws_client.s3.copy_object(
+                Bucket=s3_bucket,
+                CopySource=f"{s3_bucket}/{object_key}",
+                Key=dest_key,
+                CopySourceIfModifiedSince=now,
+                CopySourceIfNoneMatch=put_object["ETag"],
+            )
+        snapshot.match("copy-precondition-if-none-match", e.value.response)
+
+        with pytest.raises(ClientError) as e:
+            aws_client.s3.copy_object(
+                Bucket=s3_bucket,
+                CopySource=f"{s3_bucket}/{object_key}",
+                Key=dest_key,
+                CopySourceIfModifiedSince=now,
+            )
+        snapshot.match("copy-precondition-if-modified-since", e.value.response)
+
+        # AWS will ignore the value if it's in the future
+        copy_obj = aws_client.s3.copy_object(
+            Bucket=s3_bucket,
+            CopySource=f"{s3_bucket}/{object_key}",
+            Key=dest_key,
+            CopySourceIfModifiedSince=now + datetime.timedelta(days=1),
+        )
+        snapshot.match("copy-ignore-future-modified-since", copy_obj)
+
+        # AWS will ignore the missing quotes around the ETag and still reject the request
+        with pytest.raises(ClientError) as e:
+            aws_client.s3.copy_object(
+                Bucket=s3_bucket,
+                CopySource=f"{s3_bucket}/{object_key}",
+                Key=dest_key,
+                CopySourceIfNoneMatch=put_object["ETag"].strip('"'),
+            )
+        snapshot.match("copy-etag-missing-quotes", e.value.response)
+
+        # Positive tests with all conditions checked
+        copy_obj_all_positive = aws_client.s3.copy_object(
+            Bucket=s3_bucket,
+            CopySource=f"{s3_bucket}/{object_key}",
+            Key=dest_key,
+            CopySourceIfMatch=put_object["ETag"].strip('"'),
+            CopySourceIfNoneMatch="etag123",
+            CopySourceIfModifiedSince=now - datetime.timedelta(days=1),
+            CopySourceIfUnmodifiedSince=now,
+        )
+        snapshot.match("copy-success", copy_obj_all_positive)
+
+    @markers.aws.validated
+    def test_s3_copy_object_if_source_modified_since_versioned(
+        self, s3_bucket, snapshot, aws_client
+    ):
+        snapshot.add_transformer(snapshot.transform.s3_api())
+        aws_client.s3.put_bucket_versioning(
+            Bucket=s3_bucket, VersioningConfiguration={"Status": "Enabled"}
+        )
+        object_key = "source-object"
+        dest_key = "dest-object"
+        # create key with no checksum
+        aws_client.s3.put_object(
+            Bucket=s3_bucket,
+            Key=object_key,
+            Body=b"data",
+        )
+        head_obj = aws_client.s3.head_object(Bucket=s3_bucket, Key=object_key)
+        snapshot.match("head-object", head_obj)
+        object_last_modified = head_obj["LastModified"]
+
+        if_modified_since = object_last_modified - datetime.timedelta(minutes=1)
+
+        copy_object = aws_client.s3.copy_object(
+            Bucket=s3_bucket,
+            CopySource=f"{s3_bucket}/{object_key}",
+            Key=dest_key,
+            CopySourceIfModifiedSince=if_modified_since,
+        )
+        snapshot.match("copy-if-modified-since", copy_object)
+
+        with pytest.raises(ClientError) as e:
+            aws_client.s3.copy_object(
+                Bucket=s3_bucket,
+                CopySource=f"{s3_bucket}/{object_key}",
+                Key=dest_key,
+                CopySourceIfModifiedSince=object_last_modified,
+            )
+        snapshot.match("copy-if-modified-since-last-modified", e.value.response)
+
+    @markers.aws.validated
+    def test_s3_copy_object_if_source_unmodified_since_versioned(
+        self, s3_bucket, snapshot, aws_client
+    ):
+        snapshot.add_transformer(snapshot.transform.s3_api())
+        aws_client.s3.put_bucket_versioning(
+            Bucket=s3_bucket, VersioningConfiguration={"Status": "Enabled"}
+        )
+        object_key = "source-object"
+        dest_key = "dest-object"
+        # create key with no checksum
+        aws_client.s3.put_object(
+            Bucket=s3_bucket,
+            Key=object_key,
+            Body=b"data",
+        )
+        head_obj = aws_client.s3.head_object(Bucket=s3_bucket, Key=object_key)
+        snapshot.match("head-object", head_obj)
+        last_modified = head_obj["LastModified"]
+
+        copy_object = aws_client.s3.copy_object(
+            Bucket=s3_bucket,
+            CopySource=f"{s3_bucket}/{object_key}",
+            Key=dest_key,
+            CopySourceIfUnmodifiedSince=last_modified,
+        )
+        snapshot.match("copy-if-unmodified-since", copy_object)
+
+        now = datetime.datetime.now().astimezone(tz=ZoneInfo("GMT"))
+        wrong_unmodified_since = now - datetime.timedelta(days=1)
+
+        with pytest.raises(ClientError) as e:
+            aws_client.s3.copy_object(
+                Bucket=s3_bucket,
+                CopySource=f"{s3_bucket}/{object_key}",
+                Key=dest_key,
+                CopySourceIfUnmodifiedSince=wrong_unmodified_since,
+            )
+        snapshot.match("copy-past-if-unmodified-since", e.value.response)
diff --git a/tests/aws/services/s3/test_s3_preconditions.snapshot.json b/tests/aws/services/s3/test_s3_preconditions.snapshot.json
new file mode 100644
index 0000000000000..af7836f47fd38
--- /dev/null
+++ b/tests/aws/services/s3/test_s3_preconditions.snapshot.json
@@ -0,0 +1,187 @@
+{
+  "tests/aws/services/s3/test_s3_preconditions.py::TestS3CopySourcePreconditions::test_s3_copy_object_preconditions": {
+    "recorded-date": "12-11-2025, 19:06:12",
+    "recorded-content": {
+      "head-object": {
+        "AcceptRanges": "bytes",
+        "ContentLength": 4,
+        "ContentType": "binary/octet-stream",
+        "ETag": "\"8d777f385d3dfec8815d20f7496026dc\"",
+        "LastModified": "datetime",
+        "Metadata": {},
+        "ServerSideEncryption": "AES256",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "copy-precondition-if-match": {
+        "Error": {
+          "Code": "PreconditionFailed",
+          "Condition": "x-amz-copy-source-If-Match",
+          "Message": "At least one of the pre-conditions you specified did not hold"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 412
+        }
+      },
+      "copy-precondition-if-unmodified-since": {
+        "Error": {
+          "Code": "PreconditionFailed",
+          "Condition": "x-amz-copy-source-If-Unmodified-Since",
+          "Message": "At least one of the pre-conditions you specified did not hold"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 412
+        }
+      },
+      "copy-precondition-if-none-match": {
+        "Error": {
+          "Code": "PreconditionFailed",
+          "Condition": "x-amz-copy-source-If-None-Match",
+          "Message": "At least one of the pre-conditions you specified did not hold"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 412
+        }
+      },
+      "copy-precondition-if-modified-since": {
+        "Error": {
+          "Code": "PreconditionFailed",
+          "Condition": "x-amz-copy-source-If-Modified-Since",
+          "Message": "At least one of the pre-conditions you specified did not hold"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 412
+        }
+      },
+      "copy-ignore-future-modified-since": {
+        "CopyObjectResult": {
+          "ChecksumCRC32": "rfPzYw==",
+          "ETag": "\"8d777f385d3dfec8815d20f7496026dc\"",
+          "LastModified": "datetime"
+        },
+        "ServerSideEncryption": "AES256",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "copy-etag-missing-quotes": {
+        "Error": {
+          "Code": "PreconditionFailed",
+          "Condition": "x-amz-copy-source-If-None-Match",
+          "Message": "At least one of the pre-conditions you specified did not hold"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 412
+        }
+      },
+      "copy-success": {
+        "CopyObjectResult": {
+          "ChecksumCRC32": "rfPzYw==",
+          "ETag": "\"8d777f385d3dfec8815d20f7496026dc\"",
+          "LastModified": "datetime"
+        },
+        "ServerSideEncryption": "AES256",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/s3/test_s3_preconditions.py::TestS3CopySourcePreconditions::test_s3_copy_object_if_source_modified_since_versioned": {
+    "recorded-date": "12-11-2025, 19:05:15",
+    "recorded-content": {
+      "head-object": {
+        "AcceptRanges": "bytes",
+        "ContentLength": 4,
+        "ContentType": "binary/octet-stream",
+        "ETag": "\"8d777f385d3dfec8815d20f7496026dc\"",
+        "LastModified": "datetime",
+        "Metadata": {},
+        "ServerSideEncryption": "AES256",
+        "VersionId": "<version-id:1>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "copy-if-modified-since": {
+        "CopyObjectResult": {
+          "ChecksumCRC32": "rfPzYw==",
+          "ETag": "\"8d777f385d3dfec8815d20f7496026dc\"",
+          "LastModified": "datetime"
+        },
+        "CopySourceVersionId": "<version-id:1>",
+        "ServerSideEncryption": "AES256",
+        "VersionId": "<version-id:2>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "copy-if-modified-since-last-modified": {
+        "Error": {
+          "Code": "PreconditionFailed",
+          "Condition": "x-amz-copy-source-If-Modified-Since",
+          "Message": "At least one of the pre-conditions you specified did not hold"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 412
+        }
+      }
+    }
+  },
+  "tests/aws/services/s3/test_s3_preconditions.py::TestS3CopySourcePreconditions::test_s3_copy_object_if_source_unmodified_since_versioned": {
+    "recorded-date": "12-11-2025, 19:05:32",
+    "recorded-content": {
+      "head-object": {
+        "AcceptRanges": "bytes",
+        "ContentLength": 4,
+        "ContentType": "binary/octet-stream",
+        "ETag": "\"8d777f385d3dfec8815d20f7496026dc\"",
+        "LastModified": "datetime",
+        "Metadata": {},
+        "ServerSideEncryption": "AES256",
+        "VersionId": "<version-id:1>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "copy-if-unmodified-since": {
+        "CopyObjectResult": {
+          "ChecksumCRC32": "rfPzYw==",
+          "ETag": "\"8d777f385d3dfec8815d20f7496026dc\"",
+          "LastModified": "datetime"
+        },
+        "CopySourceVersionId": "<version-id:1>",
+        "ServerSideEncryption": "AES256",
+        "VersionId": "<version-id:2>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "copy-past-if-unmodified-since": {
+        "Error": {
+          "Code": "PreconditionFailed",
+          "Condition": "x-amz-copy-source-If-Unmodified-Since",
+          "Message": "At least one of the pre-conditions you specified did not hold"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 412
+        }
+      }
+    }
+  }
+}
diff --git a/tests/aws/services/s3/test_s3_preconditions.validation.json b/tests/aws/services/s3/test_s3_preconditions.validation.json
new file mode 100644
index 0000000000000..c96b69ac68b5b
--- /dev/null
+++ b/tests/aws/services/s3/test_s3_preconditions.validation.json
@@ -0,0 +1,29 @@
+{
+  "tests/aws/services/s3/test_s3_preconditions.py::TestS3CopySourcePreconditions::test_s3_copy_object_if_source_modified_since_versioned": {
+    "last_validated_date": "2025-11-12T19:05:16+00:00",
+    "durations_in_seconds": {
+      "setup": 1.08,
+      "call": 1.01,
+      "teardown": 1.42,
+      "total": 3.51
+    }
+  },
+  "tests/aws/services/s3/test_s3_preconditions.py::TestS3CopySourcePreconditions::test_s3_copy_object_if_source_unmodified_since_versioned": {
+    "last_validated_date": "2025-11-12T19:05:33+00:00",
+    "durations_in_seconds": {
+      "setup": 1.08,
+      "call": 0.91,
+      "teardown": 1.41,
+      "total": 3.4
+    }
+  },
+  "tests/aws/services/s3/test_s3_preconditions.py::TestS3CopySourcePreconditions::test_s3_copy_object_preconditions": {
+    "last_validated_date": "2025-11-12T19:06:14+00:00",
+    "durations_in_seconds": {
+      "setup": 1.12,
+      "call": 4.28,
+      "teardown": 1.12,
+      "total": 6.52
+    }
+  }
+}

From da3745ae947d5b5b4b6372259ed75f8c243dbbc3 Mon Sep 17 00:00:00 2001
From: Thomas Rausch <thomas@thrau.at>
Date: Thu, 20 Nov 2025 18:08:37 +0100
Subject: [PATCH 389/697] refactor the global analytics bus to use a generic
 async batching util (#13279)

---
 .../pollers/stream_poller.py                  |   2 +-
 .../localstack/utils/analytics/publisher.py   | 192 +++----------
 .../localstack/utils/batch_policy.py          | 124 ---------
 localstack-core/localstack/utils/batching.py  | 258 ++++++++++++++++++
 .../localstack/utils/collections.py           |  34 ++-
 tests/unit/utils/analytics/test_publisher.py  |  73 -----
 ...{test_batch_policy.py => test_batching.py} |  74 ++++-
 7 files changed, 391 insertions(+), 366 deletions(-)
 delete mode 100644 localstack-core/localstack/utils/batch_policy.py
 create mode 100644 localstack-core/localstack/utils/batching.py
 rename tests/unit/utils/{test_batch_policy.py => test_batching.py} (77%)

diff --git a/localstack-core/localstack/services/lambda_/event_source_mapping/pollers/stream_poller.py b/localstack-core/localstack/services/lambda_/event_source_mapping/pollers/stream_poller.py
index fb1433519caa0..288e932c441d7 100644
--- a/localstack-core/localstack/services/lambda_/event_source_mapping/pollers/stream_poller.py
+++ b/localstack-core/localstack/services/lambda_/event_source_mapping/pollers/stream_poller.py
@@ -36,7 +36,7 @@
 )
 from localstack.utils.aws.arns import parse_arn, s3_bucket_name
 from localstack.utils.backoff import ExponentialBackoff
-from localstack.utils.batch_policy import Batcher
+from localstack.utils.batching import Batcher
 from localstack.utils.strings import long_uid
 
 LOG = logging.getLogger(__name__)
diff --git a/localstack-core/localstack/utils/analytics/publisher.py b/localstack-core/localstack/utils/analytics/publisher.py
index 383b618280f34..7a3b1354b3d04 100644
--- a/localstack-core/localstack/utils/analytics/publisher.py
+++ b/localstack-core/localstack/utils/analytics/publisher.py
@@ -2,11 +2,10 @@
 import atexit
 import logging
 import threading
-import time
-from queue import Full, Queue
 
 from localstack import config
-from localstack.utils.threads import start_thread, start_worker_thread
+from localstack.utils.batching import AsyncBatcher
+from localstack.utils.threads import FuncThread, start_thread, start_worker_thread
 
 from .client import AnalyticsClient
 from .events import Event, EventHandler
@@ -51,139 +50,36 @@ def publish(self, events: list[Event]):
             print(event.asdict())
 
 
-class PublisherBuffer(EventHandler):
-    """
-    A PublisherBuffer is an EventHandler that collects events into a buffer until a flush condition is
-    met, and then flushes the buffer to a Publisher. The condition is either a given buffer size or
-    a time interval, whatever occurs first. The buffer is also flushed when the recorder is stopped
-    via `close()`. Internally it uses a simple event-loop mechanism to multiplex commands on a
-    single thread.
-    """
-
-    flush_size: int
-    flush_interval: float
-
-    _cmd_flush = "__FLUSH__"
-    _cmd_stop = "__STOP__"
-
-    # FIXME: figure out good default values
-    def __init__(
-        self, publisher: Publisher, flush_size: int = 20, flush_interval: float = 10, maxsize=0
-    ):
-        self._publisher = publisher
-        self._queue = Queue(maxsize=maxsize)
-        self._command_queue = Queue()
-
-        self.flush_size = flush_size
-        self.flush_interval = flush_interval
-
-        self._last_flush = time.time()
-        self._stopping = threading.Event()
-        self._stopped = threading.Event()
-
-    def handle(self, event: Event):
-        self._queue.put_nowait(event)
-        self.checked_flush()
-
-    def close(self):
-        if self._stopping.is_set():
-            return
-
-        self._stopping.set()
-        self._command_queue.put(self._cmd_stop)
+class GlobalAnalyticsBus(EventHandler):
+    _batcher: AsyncBatcher[Event]
+    _client: AnalyticsClient
+    _worker_thread: FuncThread | None
 
-    def close_sync(self, timeout: float | None = None):
-        self.close()
-        return self._stopped.wait(timeout)
-
-    def flush(self):
-        self._command_queue.put(self._cmd_flush)
-        self._last_flush = time.time()
-
-    def checked_flush(self):
-        """
-        Runs flush only if a flush condition is met.
-        """
-        if config.DEBUG_ANALYTICS:
-            LOG.debug(
-                "analytics queue size: %d, command queue size: %d, time since last flush: %.1fs",
-                self._queue.qsize(),
-                self._command_queue.qsize(),
-                time.time() - self._last_flush,
-            )
-
-        if self._queue.qsize() >= self.flush_size:
-            self.flush()
-            return
-        if time.time() - self._last_flush >= self.flush_interval:
-            self.flush()
-            return
-
-    def _run_flush_schedule(self, *_):
-        while True:
-            if self._stopping.wait(self.flush_interval):
-                return
-            self.checked_flush()
-
-    def run(self, *_):
-        flush_scheduler = start_thread(self._run_flush_schedule, name="analytics-publishbuffer")
-
-        try:
-            while True:
-                command = self._command_queue.get()
-
-                if command is self._cmd_flush or command is self._cmd_stop:
-                    try:
-                        self._do_flush()
-                    except Exception:
-                        if config.DEBUG_ANALYTICS:
-                            LOG.exception("error while flushing events")
-
-                if command is self._cmd_stop:
-                    return
-        finally:
-            self._stopped.set()
-            flush_scheduler.stop()
-            self._publisher.close()
-            if config.DEBUG_ANALYTICS:
-                LOG.debug("Exit analytics publisher")
-
-    def _do_flush(self):
-        queue = self._queue
-        events = []
-
-        for _ in range(queue.qsize()):
-            event = queue.get_nowait()
-            events.append(event)
-
-        if config.DEBUG_ANALYTICS:
-            LOG.debug("collected %d events to publish", len(events))
-
-        self._publisher.publish(events)
-
-
-class GlobalAnalyticsBus(PublisherBuffer):
-    def __init__(
-        self, client: AnalyticsClient = None, flush_size=20, flush_interval=10, max_buffer_size=1000
-    ) -> None:
+    def __init__(self, client: AnalyticsClient = None, flush_size=20, flush_interval=10) -> None:
         self._client = client or AnalyticsClient()
         self._publisher = AnalyticsClientPublisher(self._client)
-
-        super().__init__(
-            self._publisher,
-            flush_size=flush_size,
-            flush_interval=flush_interval,
-            maxsize=max_buffer_size,
+        self._batcher = AsyncBatcher(
+            self._handle_batch,
+            max_batch_size=flush_size,
+            max_flush_interval=flush_interval,
         )
 
         self._started = False
-        self._startup_complete = False
         self._startup_mutex = threading.Lock()
-        self._buffer_thread = None
+        self._worker_thread = None
 
         self.force_tracking = False  # allow class to ignore all other tracking config
         self.tracking_disabled = False  # disables tracking if global config would otherwise track
 
+    def _handle_batch(self, batch: list[Event]):
+        """Method that satisfies the BatchHandler[Event] protocol and is passed to AsyncBatcher."""
+        try:
+            self._publisher.publish(batch)
+        except Exception:
+            # currently we're just dropping events if something goes wrong during publishing
+            if config.DEBUG_ANALYTICS:
+                LOG.exception("error while publishing analytics events")
+
     @property
     def is_tracking_disabled(self):
         if self.force_tracking:
@@ -200,44 +96,20 @@ def is_tracking_disabled(self):
 
         return False
 
-    def _do_flush(self):
-        if self.tracking_disabled:
-            # flushing although tracking has been disabled most likely means that _do_start_retry
-            # has failed, tracking is now disabled, and the system tries to flush the queued
-            # events. we use this opportunity to shut down the tracker and clear the queue, since
-            # no tracking should happen from this point on.
-            if config.DEBUG_ANALYTICS:
-                LOG.debug("attempting to flush while tracking is disabled, shutting down tracker")
-            self.close_sync(timeout=10)
-            self._queue.queue.clear()
-            return
-
-        super()._do_flush()
-
-    def flush(self):
-        if not self._startup_complete:
-            # don't flush until _do_start_retry has completed (command queue would fill up)
-            return
-
-        super().flush()
-
     def handle(self, event: Event):
         """
         Publish an event to the global analytics event publisher.
         """
         if self.is_tracking_disabled:
             if config.DEBUG_ANALYTICS:
-                LOG.debug("skipping event %s", event)
+                LOG.debug("tracking disabled, skipping event %s", event)
             return
 
         if not self._started:
+            # we make sure the batching worker is started
             self._start()
 
-        try:
-            super().handle(event)
-        except Full:
-            if config.DEBUG_ANALYTICS:
-                LOG.warning("event queue is full, dropping event %s", event)
+        self._batcher.add(event)
 
     def _start(self):
         with self._startup_mutex:
@@ -267,12 +139,22 @@ def _do_start_retry(self, *_):
             if config.DEBUG_ANALYTICS:
                 LOG.exception("error while registering session. disabling tracking")
             return
-        finally:
-            self._startup_complete = True
 
-        start_thread(self.run, name="global-analytics-bus")
+        self._worker_thread = start_thread(self._run, name="global-analytics-bus")
 
+        # given the "Global" nature of this class, we register a global atexit hook to make sure all events are flushed
+        # when localstack shuts down.
         def _do_close():
             self.close_sync(timeout=2)
 
         atexit.register(_do_close)
+
+    def _run(self, *_):
+        # main control loop, simply runs the batcher
+        self._batcher.run()
+
+    def close_sync(self, timeout=None):
+        self._batcher.close()
+
+        if self._worker_thread:
+            self._worker_thread.join(timeout=timeout)
diff --git a/localstack-core/localstack/utils/batch_policy.py b/localstack-core/localstack/utils/batch_policy.py
deleted file mode 100644
index cfb5b8b200a2e..0000000000000
--- a/localstack-core/localstack/utils/batch_policy.py
+++ /dev/null
@@ -1,124 +0,0 @@
-import copy
-import time
-from typing import Generic, TypeVar, overload
-
-from pydantic import Field
-from pydantic.dataclasses import dataclass
-
-T = TypeVar("T")
-
-# alias to signify whether a batch policy has been triggered
-BatchPolicyTriggered = bool
-
-
-# TODO: Add batching on bytes as well.
-@dataclass
-class Batcher(Generic[T]):
-    """
-    A utility for collecting items into batches and flushing them when one or more batch policy conditions are met.
-
-    The batch policy can be created to trigger on:
-    - max_count: Maximum number of items added
-    - max_window: Maximum time window (in seconds)
-
-    If no limits are specified, the batcher is always in triggered state.
-
-    Example usage:
-
-        import time
-
-        # Triggers when 2 (or more) items are added
-        batcher = Batcher(max_count=2)
-        assert batcher.add(["item1", "item2", "item3"])
-        assert batcher.flush() == ["item1", "item2", "item3"]
-
-        # Triggers partially when 2 (or more) items are added
-        batcher = Batcher(max_count=2)
-        assert batcher.add(["item1", "item2", "item3"])
-        assert batcher.flush(partial=True) == ["item1", "item2"]
-        assert batcher.add("item4")
-        assert batcher.flush(partial=True) == ["item3", "item4"]
-
-        # Trigger 2 seconds after the first add
-        batcher = Batcher(max_window=2.0)
-        assert not batcher.add(["item1", "item2", "item3"])
-        time.sleep(2.1)
-        assert not batcher.add(["item4"])
-        assert batcher.flush() == ["item1", "item2", "item3", "item4"]
-    """
-
-    max_count: int | None = Field(default=None, description="Maximum number of items", ge=0)
-    max_window: float | None = Field(
-        default=None, description="Maximum time window in seconds", ge=0
-    )
-
-    _triggered: bool = Field(default=False, init=False)
-    _last_batch_time: float = Field(default_factory=time.monotonic, init=False)
-    _batch: list[T] = Field(default_factory=list, init=False)
-
-    @property
-    def period(self) -> float:
-        return time.monotonic() - self._last_batch_time
-
-    def _check_batch_policy(self) -> bool:
-        """Check if any batch policy conditions are met"""
-        if self.max_count is not None and len(self._batch) >= self.max_count:
-            self._triggered = True
-        elif self.max_window is not None and self.period >= self.max_window:
-            self._triggered = True
-        elif not self.max_count and not self.max_window:
-            # always return true
-            self._triggered = True
-
-        return self._triggered
-
-    @overload
-    def add(self, item: T, *, deep_copy: bool = False) -> BatchPolicyTriggered: ...
-
-    @overload
-    def add(self, items: list[T], *, deep_copy: bool = False) -> BatchPolicyTriggered: ...
-
-    def add(self, item_or_items: T | list[T], *, deep_copy: bool = False) -> BatchPolicyTriggered:
-        """
-        Add an item or list of items to the collected batch.
-
-        Returns:
-            BatchPolicyTriggered: True if the batch policy was triggered during addition, False otherwise.
-        """
-        if deep_copy:
-            item_or_items = copy.deepcopy(item_or_items)
-
-        if isinstance(item_or_items, list):
-            self._batch.extend(item_or_items)
-        else:
-            self._batch.append(item_or_items)
-
-        # Check if the last addition triggered the batch policy
-        return self.is_triggered()
-
-    def flush(self, *, partial=False) -> list[T]:
-        result = []
-        if not partial or not self.max_count:
-            result = self._batch.copy()
-            self._batch.clear()
-        else:
-            batch_size = min(self.max_count, len(self._batch))
-            result = self._batch[:batch_size].copy()
-            self._batch = self._batch[batch_size:]
-
-        self._last_batch_time = time.monotonic()
-        self._triggered = False
-        self._check_batch_policy()
-
-        return result
-
-    def duration_until_next_batch(self) -> float:
-        if not self.max_window:
-            return -1
-        return max(self.max_window - self.period, -1)
-
-    def get_current_size(self) -> int:
-        return len(self._batch)
-
-    def is_triggered(self):
-        return self._triggered or self._check_batch_policy()
diff --git a/localstack-core/localstack/utils/batching.py b/localstack-core/localstack/utils/batching.py
new file mode 100644
index 0000000000000..500e00e719da8
--- /dev/null
+++ b/localstack-core/localstack/utils/batching.py
@@ -0,0 +1,258 @@
+import copy
+import logging
+import threading
+import time
+from typing import Generic, Protocol, TypeVar, overload
+
+LOG = logging.getLogger(__name__)
+
+T = TypeVar("T")
+
+# alias to signify whether a batch policy has been triggered
+BatchPolicyTriggered = bool
+
+
+# TODO: Add batching on bytes as well.
+class Batcher(Generic[T]):
+    """
+    A utility for collecting items into batches and flushing them when one or more batch policy conditions are met.
+
+    The batch policy can be created to trigger on:
+    - max_count: Maximum number of items added
+    - max_window: Maximum time window (in seconds)
+
+    If no limits are specified, the batcher is always in triggered state.
+
+    Example usage:
+
+        import time
+
+        # Triggers when 2 (or more) items are added
+        batcher = Batcher(max_count=2)
+        assert batcher.add(["item1", "item2", "item3"])
+        assert batcher.flush() == ["item1", "item2", "item3"]
+
+        # Triggers partially when 2 (or more) items are added
+        batcher = Batcher(max_count=2)
+        assert batcher.add(["item1", "item2", "item3"])
+        assert batcher.flush(partial=True) == ["item1", "item2"]
+        assert batcher.add("item4")
+        assert batcher.flush(partial=True) == ["item3", "item4"]
+
+        # Trigger 2 seconds after the first add
+        batcher = Batcher(max_window=2.0)
+        assert not batcher.add(["item1", "item2", "item3"])
+        time.sleep(2.1)
+        assert not batcher.add(["item4"])
+        assert batcher.flush() == ["item1", "item2", "item3", "item4"]
+    """
+
+    max_count: int | None
+    """
+    Maximum number of items, must be None or positive.
+    """
+
+    max_window: float | None
+    """
+    Maximum time window in seconds, must be None or positive.
+    """
+
+    _triggered: bool
+    _last_batch_time: float
+    _batch: list[T]
+
+    def __init__(self, max_count: int | None = None, max_window: float | None = None):
+        """
+        Initialize a new Batcher instance.
+
+        :param max_count: Maximum number of items that be None or positive.
+        :param max_window: Maximum time window in seconds that must be None or positive.
+        """
+        self.max_count = max_count
+        self.max_window = max_window
+
+        self._triggered = False
+        self._last_batch_time = time.monotonic()
+        self._batch = []
+
+    @property
+    def period(self) -> float:
+        return time.monotonic() - self._last_batch_time
+
+    def _check_batch_policy(self) -> bool:
+        """Check if any batch policy conditions are met"""
+        if self.max_count is not None and len(self._batch) >= self.max_count:
+            self._triggered = True
+        elif self.max_window is not None and self.period >= self.max_window:
+            self._triggered = True
+        elif not self.max_count and not self.max_window:
+            # always return true
+            self._triggered = True
+
+        return self._triggered
+
+    @overload
+    def add(self, item: T, *, deep_copy: bool = False) -> BatchPolicyTriggered: ...
+
+    @overload
+    def add(self, items: list[T], *, deep_copy: bool = False) -> BatchPolicyTriggered: ...
+
+    def add(self, item_or_items: T | list[T], *, deep_copy: bool = False) -> BatchPolicyTriggered:
+        """
+        Add an item or list of items to the collected batch.
+
+        Returns:
+            BatchPolicyTriggered: True if the batch policy was triggered during addition, False otherwise.
+        """
+        if deep_copy:
+            item_or_items = copy.deepcopy(item_or_items)
+
+        if isinstance(item_or_items, list):
+            self._batch.extend(item_or_items)
+        else:
+            self._batch.append(item_or_items)
+
+        # Check if the last addition triggered the batch policy
+        return self.is_triggered()
+
+    def flush(self, *, partial=False) -> list[T]:
+        result = []
+        if not partial or not self.max_count:
+            result = self._batch.copy()
+            self._batch.clear()
+        else:
+            batch_size = min(self.max_count, len(self._batch))
+            result = self._batch[:batch_size].copy()
+            self._batch = self._batch[batch_size:]
+
+        self._last_batch_time = time.monotonic()
+        self._triggered = False
+        self._check_batch_policy()
+
+        return result
+
+    def duration_until_next_batch(self) -> float:
+        if not self.max_window:
+            return -1
+        return max(self.max_window - self.period, -1)
+
+    def get_current_size(self) -> int:
+        return len(self._batch)
+
+    def is_triggered(self):
+        return self._triggered or self._check_batch_policy()
+
+
+class BatchHandler(Protocol[T]):
+    """
+    A BatchHandler is a callable that processes a list of items handed down by the AsyncBatcher.
+    """
+
+    def __call__(self, batch: list[T]) -> None: ...
+
+
+class AsyncBatcher(Generic[T]):
+    """
+    Class for managing asynchronous batching of items.
+
+    This class allows for efficient buffering and processing of items in batches by
+    periodically flushing the buffer to a given handler, or by automatically flushing
+    when the maximum batch size is reached. It is designed to be used in asynchronous
+    scenarios where the caller does not execute the flushing IO call itself, like with ``Batcher``.
+
+    :ivar max_flush_interval: Maximum time interval in seconds between
+        automatic flushes, regardless of the batch size.
+    :ivar max_batch_size: Maximum number of items in a batch. When reached,
+        the batch is flushed automatically.
+    :ivar handler: Callable handler that processes each flushed batch. The handler must
+        be provided during initialization and must accept a list of items as input.
+    """
+
+    max_flush_interval: float
+    max_batch_size: int
+    handler: BatchHandler[T]
+
+    _buffer: list[T]
+    _flush_lock: threading.Condition
+    _closed: bool
+
+    def __init__(
+        self,
+        handler: BatchHandler[T],
+        max_flush_interval: float = 10,
+        max_batch_size: int = 20,
+    ):
+        self.handler = handler
+        self.max_flush_interval = max_flush_interval
+        self.max_batch_size = max_batch_size
+
+        self._buffer = []
+        self._flush_lock = threading.Condition()
+        self._closed = False
+
+    def add(self, item: T):
+        """
+        Adds an item to the buffer.
+
+        :param item: the item to add
+        """
+        with self._flush_lock:
+            if self._closed:
+                raise ValueError("Batcher is stopped, can no longer add items")
+
+            self._buffer.append(item)
+
+            if len(self._buffer) >= self.max_batch_size:
+                self._flush_lock.notify_all()
+
+    @property
+    def current_batch_size(self) -> int:
+        """
+        Returns the current number of items in the buffer waiting to be flushed.
+        """
+        return len(self._buffer)
+
+    def run(self):
+        """
+        Runs the event loop that flushes the buffer to the handler based on the configured rules, and blocks until
+        ``close()`` is called. This method is meant to be run in a separate thread.
+        """
+        while not self._closed:
+            with self._flush_lock:
+                # wait returns once either the condition is notified (in which case wait returns True, indicating that
+                # something has triggered a flush manually), or the timeout expires (in which case wait returns False)
+                self._flush_lock.wait(self.max_flush_interval)
+
+                # if _flush_condition was notified because close() was called, we should still make sure we flush the
+                # last batch
+
+                # perform the flush, if there are any items in the buffer
+                if not self._buffer:
+                    continue
+
+                batch = self._buffer.copy()
+                self._buffer.clear()
+
+            # we can call the processor outside the lock so we can continue adding items into the next batch without
+            # waiting on the processor to return.
+            try:
+                self.handler(batch)
+            except Exception as e:
+                LOG.error(
+                    "Unhandled exception while processing a batch: %s",
+                    e,
+                    exc_info=LOG.isEnabledFor(logging.DEBUG),
+                )
+
+        # this marks that the main control loop is done
+        return
+
+    def close(self):
+        """
+        Triggers a close of the batcher, which will cause one last flush, and then end the main event loop.
+        """
+        with self._flush_lock:
+            if self._closed:
+                return
+            self._closed = True
+            self._flush_lock.notify_all()
diff --git a/localstack-core/localstack/utils/collections.py b/localstack-core/localstack/utils/collections.py
index 9ca442a8ce484..88bcf5d2806f5 100644
--- a/localstack-core/localstack/utils/collections.py
+++ b/localstack-core/localstack/utils/collections.py
@@ -5,7 +5,7 @@
 
 import logging
 import re
-from collections.abc import Callable, Iterable, Iterator, Mapping, Sized
+from collections.abc import Callable, Generator, Iterable, Iterator, Mapping, Sized
 from typing import (
     Any,
     Optional,
@@ -24,6 +24,9 @@
 # default regex to match an item in a comma-separated list string
 DEFAULT_REGEX_LIST_ITEM = r"[\w-]+"
 
+_E = TypeVar("_E")
+"""TypeVar var used internally for container type parameters."""
+
 
 class AccessTrackingDict(dict):
     """
@@ -101,21 +104,18 @@ def __hash__(self):
         return hash(canonical_json(self._dict))
 
 
-_ListType = TypeVar("_ListType")
-
-
-class PaginatedList(list[_ListType]):
+class PaginatedList(list[_E]):
     """List which can be paginated and filtered. For usage in AWS APIs with paginated responses"""
 
     DEFAULT_PAGE_SIZE = 50
 
     def get_page(
         self,
-        token_generator: Callable[[_ListType], str],
+        token_generator: Callable[[_E], str],
         next_token: str = None,
         page_size: int = None,
-        filter_function: Callable[[_ListType], bool] = None,
-    ) -> tuple[list[_ListType], str | None]:
+        filter_function: Callable[[_E], bool] = None,
+    ) -> tuple[list[_E], str | None]:
         if filter_function is not None:
             result_list = list(filter(filter_function, self))
         else:
@@ -528,9 +528,6 @@ def is_comma_delimited_list(string: str, item_regex: str | None = None) -> bool:
     return True
 
 
-_E = TypeVar("_E")
-
-
 def optional_list(condition: bool, items: Iterable[_E]) -> list[_E]:
     """
     Given an iterable, either create a list out of the entire iterable (if `condition` is `True`), or return the empty list.
@@ -540,3 +537,18 @@ def optional_list(condition: bool, items: Iterable[_E]) -> list[_E]:
     []
     """
     return list(filter(lambda _: condition, items))
+
+
+def iter_chunks(items: list[_E], chunk_size: int) -> Generator[list[_E], None, None]:
+    """
+    Split a list into smaller chunks of a specified size and iterate over them.
+
+    It is implemented as a generator and yields each chunk as needed, making it memory-efficient for large lists.
+
+    :param items:  A list of elements to be divided into chunks.
+    :param chunk_size: The maximum number of elements that a single chunk can contain.
+    :return: A generator that yields chunks (sublists) of the original list. Each chunk contains up to `chunk_size`
+    elements.
+    """
+    for i in range(0, len(items), chunk_size):
+        yield items[i : i + chunk_size]
diff --git a/tests/unit/utils/analytics/test_publisher.py b/tests/unit/utils/analytics/test_publisher.py
index 4c24ebdaf14af..d7f3bde593c9f 100644
--- a/tests/unit/utils/analytics/test_publisher.py
+++ b/tests/unit/utils/analytics/test_publisher.py
@@ -1,6 +1,4 @@
 import datetime
-import threading
-from queue import Queue
 
 import pytest
 
@@ -8,7 +6,6 @@
 from localstack.utils.analytics.client import AnalyticsClient
 from localstack.utils.analytics.events import Event, EventMetadata
 from localstack.utils.analytics.metadata import get_session_id
-from localstack.utils.analytics.publisher import Publisher, PublisherBuffer
 from localstack.utils.sync import retry
 
 
@@ -20,76 +17,6 @@ def new_event(payload=None) -> Event:
     )
 
 
-class TestPublisherBuffer:
-    def test_basic(self):
-        calls = Queue()
-
-        class QueuePublisher(Publisher):
-            def publish(self, _events: list[Event]):
-                calls.put(_events)
-
-        buffer = PublisherBuffer(QueuePublisher(), flush_size=2, flush_interval=1000)
-
-        t = threading.Thread(target=buffer.run)
-        t.start()
-
-        try:
-            e1 = new_event()
-            e2 = new_event()
-            e3 = new_event()
-
-            buffer.handle(e1)
-            buffer.handle(e2)
-
-            c1 = calls.get(timeout=2)
-            assert len(c1) == 2
-
-            buffer.handle(e3)  # should flush after close despite flush_size = 2
-        finally:
-            buffer.close()
-
-        c2 = calls.get(timeout=2)
-        assert len(c2) == 1
-
-        assert c1[0] == e1
-        assert c1[1] == e2
-        assert c2[0] == e3
-
-        t.join(10)
-
-    def test_interval(self):
-        calls = Queue()
-
-        class QueuePublisher(Publisher):
-            def publish(self, _events: list[Event]):
-                calls.put(_events)
-
-        buffer = PublisherBuffer(QueuePublisher(), flush_size=10, flush_interval=1)
-
-        t = threading.Thread(target=buffer.run)
-        t.start()
-
-        try:
-            e1 = new_event()
-            e2 = new_event()
-            e3 = new_event()
-            e4 = new_event()
-
-            buffer.handle(e1)
-            buffer.handle(e2)
-            c1 = calls.get(timeout=2)
-
-            buffer.handle(e3)
-            buffer.handle(e4)
-            c2 = calls.get(timeout=2)
-        finally:
-            buffer.close()
-
-        assert len(c1) == 2
-        assert len(c2) == 2
-        t.join(10)
-
-
 class TestGlobalAnalyticsBus:
     def test(self, httpserver):
         httpserver.expect_request("/v0/session").respond_with_json({"track_events": True})
diff --git a/tests/unit/utils/test_batch_policy.py b/tests/unit/utils/test_batching.py
similarity index 77%
rename from tests/unit/utils/test_batch_policy.py
rename to tests/unit/utils/test_batching.py
index e93fd594ded1d..5b3fc1ddfdcaa 100644
--- a/tests/unit/utils/test_batch_policy.py
+++ b/tests/unit/utils/test_batching.py
@@ -1,8 +1,10 @@
+import threading
 import time
+from queue import Queue
 
 import pytest
 
-from localstack.utils.batch_policy import Batcher
+from localstack.utils.batching import AsyncBatcher, Batcher
 
 
 class SimpleItem:
@@ -25,7 +27,7 @@ def test_add_single_item(self):
         assert result == ["item1", "item2"]
         assert batcher.get_current_size() == 0
 
-    def test_add_multple_items(self):
+    def test_add_multiple_items(self):
         batcher = Batcher(max_count=3)
 
         assert not batcher.add(["item1", "item2"])
@@ -188,3 +190,71 @@ def test_deep_copy(self):
 
         batch = batcher.flush()
         assert batch[0]["key"] == "value"
+
+
+class TestAsyncBatcher:
+    def test_basic(self):
+        calls = Queue()
+
+        def collect(_batch: list):
+            calls.put(_batch)
+
+        buffer = AsyncBatcher(collect, max_batch_size=2, max_flush_interval=1000)
+
+        t = threading.Thread(target=buffer.run)
+        t.start()
+
+        try:
+            e1 = "e1"
+            e2 = "e2"
+            e3 = "e3"
+
+            buffer.add(e1)
+            buffer.add(e2)
+
+            c1 = calls.get(timeout=2)
+            assert len(c1) == 2
+
+            buffer.add(e3)  # should flush after close despite flush_size = 2
+        finally:
+            buffer.close()
+
+        c2 = calls.get(timeout=2)
+        assert len(c2) == 1
+
+        assert c1[0] == e1
+        assert c1[1] == e2
+        assert c2[0] == e3
+
+        t.join(10)
+
+    def test_interval(self):
+        calls = Queue()
+
+        def collect(_batch: list):
+            calls.put(_batch)
+
+        buffer = AsyncBatcher(collect, max_batch_size=10, max_flush_interval=1)
+
+        t = threading.Thread(target=buffer.run)
+        t.start()
+
+        try:
+            e1 = "e1"
+            e2 = "e2"
+            e3 = "e3"
+            e4 = "e4"
+
+            buffer.add(e1)
+            buffer.add(e2)
+            c1 = calls.get(timeout=2)
+
+            buffer.add(e3)
+            buffer.add(e4)
+            c2 = calls.get(timeout=2)
+        finally:
+            buffer.close()
+
+        assert len(c1) == 2
+        assert len(c2) == 2
+        t.join(10)

From 02ce6a22a840db8d7f109e34f334213b1a7ee805 Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Thu, 20 Nov 2025 17:47:30 +0000
Subject: [PATCH 390/697] CFn: raise validation error if the template is not
 valid (#13377)

---
 .../engine/template_preparer.py               |  8 ++++--
 .../cloudformation/api/test_templates.py      | 26 +++++++++++++++++++
 .../api/test_templates.snapshot.json          | 16 ++++++++++++
 .../api/test_templates.validation.json        |  9 +++++++
 4 files changed, 57 insertions(+), 2 deletions(-)

diff --git a/localstack-core/localstack/services/cloudformation/engine/template_preparer.py b/localstack-core/localstack/services/cloudformation/engine/template_preparer.py
index 8206a7d6a99fc..db1265164ea6c 100644
--- a/localstack-core/localstack/services/cloudformation/engine/template_preparer.py
+++ b/localstack-core/localstack/services/cloudformation/engine/template_preparer.py
@@ -6,6 +6,7 @@
     apply_global_transformations,
     apply_intrinsic_transformations,
 )
+from localstack.services.cloudformation.engine.validations import ValidationError
 from localstack.utils.json import clone_safe
 
 LOG = logging.getLogger(__name__)
@@ -17,9 +18,12 @@ def parse_template(template: str) -> dict:
     except Exception:
         try:
             return clone_safe(yaml_parser.parse_yaml(template))
-        except Exception as e:
-            LOG.debug("Unable to parse CloudFormation template (%s): %s", e, template)
+        except ValidationError:
+            # The error is handled in the yaml parsing helper
             raise
+        except Exception:
+            # TODO: present the user with a better error message including error location
+            raise ValidationError("Template format error: YAML not well-formed.")
 
 
 def template_to_json(template: str) -> str:
diff --git a/tests/aws/services/cloudformation/api/test_templates.py b/tests/aws/services/cloudformation/api/test_templates.py
index 20a4203582264..95a817fb3418f 100644
--- a/tests/aws/services/cloudformation/api/test_templates.py
+++ b/tests/aws/services/cloudformation/api/test_templates.py
@@ -224,3 +224,29 @@ def test_get_template_missing_resources_change_set_id(aws_client, snapshot):
     with pytest.raises(ClientError) as exc_info:
         aws_client.cloudformation.get_template(ChangeSetName=change_set_id)
     snapshot.match("change-set-error", exc_info.value.response)
+
+
+@markers.aws.validated
+def test_create_stack_invalid_yaml_template_should_fail(aws_client, snapshot):
+    snapshot.add_transformer(snapshot.transform.cloudformation_api())
+    # add transformer to ignore the error location
+    # TODO: add this information back in to improve the UX
+    snapshot.add_transformer(snapshot.transform.regex(r"\s+\([^)]+\)", ""))
+
+    stack_name = f"stack-{short_uid()}"
+    invalid_yaml = textwrap.dedent(
+        """\
+        Resources:
+          MyBucket:
+            Type: AWS::S3::Bucket
+            Properties:
+                BucketName: test
+              VersioningConfiguration:
+                Status: Enabled
+        """
+    )
+
+    with pytest.raises(ClientError) as ctx:
+        aws_client.cloudformation.create_stack(StackName=stack_name, TemplateBody=invalid_yaml)
+
+    snapshot.match("create-invalid-yaml", ctx.value.response)
diff --git a/tests/aws/services/cloudformation/api/test_templates.snapshot.json b/tests/aws/services/cloudformation/api/test_templates.snapshot.json
index 107fe3aff55db..2934d32161ac0 100644
--- a/tests/aws/services/cloudformation/api/test_templates.snapshot.json
+++ b/tests/aws/services/cloudformation/api/test_templates.snapshot.json
@@ -259,5 +259,21 @@
         }
       }
     }
+  },
+  "tests/aws/services/cloudformation/api/test_templates.py::test_create_stack_invalid_yaml_template_should_fail": {
+    "recorded-date": "13-11-2025, 11:36:51",
+    "recorded-content": {
+      "create-invalid-yaml": {
+        "Error": {
+          "Code": "ValidationError",
+          "Message": "Template format error: YAML not well-formed.",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/cloudformation/api/test_templates.validation.json b/tests/aws/services/cloudformation/api/test_templates.validation.json
index c91c6606038b5..abfd75080a124 100644
--- a/tests/aws/services/cloudformation/api/test_templates.validation.json
+++ b/tests/aws/services/cloudformation/api/test_templates.validation.json
@@ -11,6 +11,15 @@
   "tests/aws/services/cloudformation/api/test_templates.py::test_create_stack_from_s3_template_url[s3_url]": {
     "last_validated_date": "2023-10-10T22:03:44+00:00"
   },
+  "tests/aws/services/cloudformation/api/test_templates.py::test_create_stack_invalid_yaml_template_should_fail": {
+    "last_validated_date": "2025-11-13T11:36:51+00:00",
+    "durations_in_seconds": {
+      "setup": 1.06,
+      "call": 0.3,
+      "teardown": 0.0,
+      "total": 1.36
+    }
+  },
   "tests/aws/services/cloudformation/api/test_templates.py::test_get_template_missing_resources": {
     "last_validated_date": "2025-09-12T16:08:17+00:00",
     "durations_in_seconds": {

From 3eb61b93e3a469a760990b67830ef9704a868225 Mon Sep 17 00:00:00 2001
From: Bernhard Matyas <90144234+baermat@users.noreply.github.com>
Date: Thu, 20 Nov 2025 18:48:30 +0100
Subject: [PATCH 391/697] Sns:v2 publish (#13399)

---
 .../localstack/services/sns/constants.py      |   4 +-
 .../localstack/services/sns/publisher.py      |  10 +-
 .../localstack/services/sns/v2/models.py      |   6 +
 .../localstack/services/sns/v2/provider.py    | 665 +++++++++++++++++-
 .../localstack/services/sns/v2/utils.py       |  12 +
 tests/aws/services/sns/test_sns.py            |  30 -
 .../aws/services/sns/test_sns.validation.json |  96 ++-
 7 files changed, 759 insertions(+), 64 deletions(-)

diff --git a/localstack-core/localstack/services/sns/constants.py b/localstack-core/localstack/services/sns/constants.py
index 4fdab84c8c93e..702a5590378d1 100644
--- a/localstack-core/localstack/services/sns/constants.py
+++ b/localstack-core/localstack/services/sns/constants.py
@@ -28,6 +28,7 @@
 MSG_ATTR_NAME_REGEX = re.compile(r"^(?!\.)(?!.*\.$)(?!.*\.\.)[a-zA-Z0-9_\-.]+$")
 ATTR_TYPE_REGEX = re.compile(r"^(String|Number|Binary)\..+$")
 VALID_MSG_ATTR_NAME_CHARS = set(ascii_letters + digits + "." + "-" + "_")
+E164_REGEX = re.compile(r"^\+?[1-9]\d{1,14}$")
 
 
 GCM_URL = "https://fcm.googleapis.com/fcm/send"
@@ -42,6 +43,7 @@
 SNS_CERT_ENDPOINT = "/_aws/sns/SimpleNotificationService-6c6f63616c737461636b69736e696365.pem"
 
 DUMMY_SUBSCRIPTION_PRINCIPAL = "arn:{partition}:iam::{account_id}:user/DummySNSPrincipal"
-E164_REGEX = re.compile(r"^\+?[1-9]\d{1,14}$")
 
 VALID_APPLICATION_PLATFORMS = list(get_args(SnsApplicationPlatforms))
+
+MAXIMUM_MESSAGE_LENGTH = 262144
diff --git a/localstack-core/localstack/services/sns/publisher.py b/localstack-core/localstack/services/sns/publisher.py
index 107dd013586f4..5083e76383231 100644
--- a/localstack-core/localstack/services/sns/publisher.py
+++ b/localstack-core/localstack/services/sns/publisher.py
@@ -30,6 +30,7 @@
     SnsStore,
     SnsSubscription,
 )
+from localstack.services.sns.v2.utils import get_topic_subscriptions
 from localstack.utils.aws.arns import (
     PARTITION_NAMES,
     extract_account_id_from_arn,
@@ -1009,7 +1010,10 @@ def create_sns_message_body(
     # FIFO topics do not add the signature in the message
     if not subscriber.get("TopicArn", "").endswith(".fifo"):
         signature_version = (
-            topic_attributes.get("signature_version", "1") if topic_attributes else "1"
+            # we allow for both casings, depending on v1 or v2 provider
+            topic_attributes.get("signature_version", topic_attributes.get("SignatureVersion", "1"))
+            if topic_attributes
+            else "1"
         )
         canonical_string = compute_canonical_string(data, message_type)
         signature = get_message_signature(canonical_string, signature_version=signature_version)
@@ -1234,7 +1238,7 @@ def _should_publish(
                 )
 
     def publish_to_topic(self, ctx: SnsPublishContext, topic_arn: str) -> None:
-        subscriptions = ctx.store.get_topic_subscriptions(topic_arn)
+        subscriptions = get_topic_subscriptions(ctx.store, topic_arn)
         for subscriber in subscriptions:
             if self._should_publish(ctx.store.subscription_filter_policy, ctx.message, subscriber):
                 notifier = self.topic_notifiers[subscriber["Protocol"]]
@@ -1249,7 +1253,7 @@ def publish_to_topic(self, ctx: SnsPublishContext, topic_arn: str) -> None:
                 self._submit_notification(notifier, ctx, subscriber)
 
     def publish_batch_to_topic(self, ctx: SnsBatchPublishContext, topic_arn: str) -> None:
-        subscriptions = ctx.store.get_topic_subscriptions(topic_arn)
+        subscriptions = get_topic_subscriptions(ctx.store, topic_arn)
         for subscriber in subscriptions:
             protocol = subscriber["Protocol"]
             notifier = self.batch_topic_notifiers.get(protocol)
diff --git a/localstack-core/localstack/services/sns/v2/models.py b/localstack-core/localstack/services/sns/v2/models.py
index 3419a38bd06c3..4af834e369dfd 100644
--- a/localstack-core/localstack/services/sns/v2/models.py
+++ b/localstack-core/localstack/services/sns/v2/models.py
@@ -181,9 +181,15 @@ class SnsStore(BaseStore):
     # maps endpoint arns to platform endpoints
     platform_endpoints: dict[str, PlatformEndpoint] = LocalAttribute(default=dict)
 
+    # cache of topic ARN to platform endpoint messages (used primarily for testing)
+    platform_endpoint_messages: dict[str, list[dict]] = LocalAttribute(default=dict)
+
     # topic/subscription independent default values for sending sms messages
     sms_attributes: dict[str, str] = LocalAttribute(default=dict)
 
+    # list of sent SMS messages
+    sms_messages: list[dict] = LocalAttribute(default=list)
+
     TAGS: TaggingService = CrossRegionAttribute(default=TaggingService)
 
 
diff --git a/localstack-core/localstack/services/sns/v2/provider.py b/localstack-core/localstack/services/sns/v2/provider.py
index b08c2f2977b92..fdf936b6b9973 100644
--- a/localstack-core/localstack/services/sns/v2/provider.py
+++ b/localstack-core/localstack/services/sns/v2/provider.py
@@ -1,25 +1,30 @@
 import contextlib
 import copy
+import functools
 import json
 import logging
 import re
 
 from botocore.utils import InvalidArnException
+from rolo import Request, Router, route
 
 from localstack.aws.api import CommonServiceException, RequestContext
 from localstack.aws.api.sns import (
     AmazonResourceName,
+    BatchEntryIdsNotDistinctException,
     ConfirmSubscriptionResponse,
     CreateEndpointResponse,
     CreatePlatformApplicationResponse,
     CreateTopicResponse,
     Endpoint,
+    EndpointDisabledException,
     GetEndpointAttributesResponse,
     GetPlatformApplicationAttributesResponse,
     GetSMSAttributesResponse,
     GetSubscriptionAttributesResponse,
     GetTopicAttributesResponse,
     InvalidParameterException,
+    InvalidParameterValueException,
     ListEndpointsByPlatformApplicationResponse,
     ListPlatformApplicationsResponse,
     ListString,
@@ -28,8 +33,14 @@
     ListTagsForResourceResponse,
     ListTopicsResponse,
     MapStringToString,
+    MessageAttributeMap,
     NotFoundException,
+    PhoneNumber,
     PlatformApplication,
+    PublishBatchRequestEntryList,
+    PublishBatchResponse,
+    PublishBatchResultEntry,
+    PublishResponse,
     SetSMSAttributesResponse,
     SnsApi,
     String,
@@ -39,26 +50,48 @@
     TagKeyList,
     TagList,
     TagResourceResponse,
+    TooManyEntriesInBatchRequestException,
     TopicAttributesMap,
     UntagResourceResponse,
     attributeName,
     attributeValue,
     authenticateOnUnsubscribe,
     endpoint,
+    message,
+    messageStructure,
     nextToken,
     protocol,
+    subject,
     subscriptionARN,
     topicARN,
     topicName,
 )
-from localstack.services.sns import constants as sns_constants
+from localstack.constants import AWS_REGION_US_EAST_1, DEFAULT_AWS_ACCOUNT_ID
+from localstack.http import Response
+from localstack.services.edge import ROUTER
+from localstack.services.plugins import ServiceLifecycleHook
+from localstack.services.sns.analytics import internal_api_calls
 from localstack.services.sns.certificate import SNS_SERVER_CERT
 from localstack.services.sns.constants import (
+    ATTR_TYPE_REGEX,
     DUMMY_SUBSCRIPTION_PRINCIPAL,
+    MAXIMUM_MESSAGE_LENGTH,
+    MSG_ATTR_NAME_REGEX,
+    PLATFORM_ENDPOINT_MSGS_ENDPOINT,
+    SMS_MSGS_ENDPOINT,
+    SNS_CERT_ENDPOINT,
+    SNS_PROTOCOLS,
+    SUBSCRIPTION_TOKENS_ENDPOINT,
     VALID_APPLICATION_PLATFORMS,
+    VALID_MSG_ATTR_NAME_CHARS,
+    VALID_SUBSCRIPTION_ATTR_NAME,
 )
 from localstack.services.sns.filter import FilterPolicyValidator
-from localstack.services.sns.publisher import PublishDispatcher, SnsPublishContext
+from localstack.services.sns.publisher import (
+    PublishDispatcher,
+    SnsBatchPublishContext,
+    SnsPublishContext,
+)
 from localstack.services.sns.v2.models import (
     SMS_ATTRIBUTE_NAMES,
     SMS_DEFAULT_SENDER_REGEX,
@@ -79,18 +112,22 @@
     encode_subscription_token_with_region,
     get_next_page_token_from_arn,
     get_region_from_subscription_token,
+    get_topic_subscriptions,
     is_valid_e164_number,
     parse_and_validate_platform_application_arn,
     parse_and_validate_topic_arn,
     validate_subscription_attribute,
 )
 from localstack.utils.aws.arns import (
+    extract_account_id_from_arn,
+    extract_region_from_arn,
     get_partition,
     parse_arn,
     sns_platform_application_arn,
     sns_topic_arn,
 )
 from localstack.utils.collections import PaginatedList, select_from_typed_dict
+from localstack.utils.strings import to_bytes
 
 # set up logger
 LOG = logging.getLogger(__name__)
@@ -99,12 +136,27 @@
 SNS_TOPIC_NAME_PATTERN = r"^[a-zA-Z0-9_-]{1,256}$"
 
 
-class SnsProvider(SnsApi):
+class SnsProvider(SnsApi, ServiceLifecycleHook):
     def __init__(self) -> None:
         super().__init__()
         self._publisher = PublishDispatcher()
         self._signature_cert_pem: str = SNS_SERVER_CERT
 
+    def on_before_stop(self):
+        self._publisher.shutdown()
+
+    def on_after_init(self):
+        # Allow sent platform endpoint messages to be retrieved from the SNS endpoint
+        register_sns_api_resource(ROUTER)
+        # add the route to serve the certificate used to validate message signatures
+        ROUTER.add(self.get_signature_cert_pem_file)
+
+    @route(SNS_CERT_ENDPOINT, methods=["GET"])
+    def get_signature_cert_pem_file(self, request: Request):
+        # see http://sns-public-resources.s3.amazonaws.com/SNS_Message_Signing_Release_Note_Jan_25_2011.pdf
+        # see https://docs.aws.amazon.com/sns/latest/dg/sns-verify-signature-of-message.html
+        return Response(self._signature_cert_pem, 200)
+
     ## Topic Operations
 
     def create_topic(
@@ -135,7 +187,6 @@ def create_topic(
                 )
             return CreateTopicResponse(TopicArn=topic_arn)
 
-        attributes = attributes or {}
         if attributes.get("FifoTopic") and attributes["FifoTopic"].lower() == "true":
             fifo_match = re.match(SNS_TOPIC_NAME_PATTERN_FIFO, name)
             if not fifo_match:
@@ -219,14 +270,12 @@ def subscribe(
 
         store = self.get_store(account_id=parsed_topic_arn["account"], region=context.region)
 
-        if topic_arn not in store.topics:
-            raise NotFoundException("Topic does not exist")
-
-        topic_subscriptions = store.topics[topic_arn]["subscriptions"]
+        topic = self._get_topic(arn=topic_arn, context=context)
+        topic_subscriptions = topic["subscriptions"]
         if not endpoint:
             # TODO: check AWS behaviour (because endpoint is optional)
             raise NotFoundException("Endpoint not specified in subscription")
-        if protocol not in sns_constants.SNS_PROTOCOLS:
+        if protocol not in SNS_PROTOCOLS:
             raise InvalidParameterException(
                 f"Invalid parameter: Amazon SNS does not support this protocol string: {protocol}"
             )
@@ -276,7 +325,7 @@ def subscribe(
             if sub.get("Endpoint") == endpoint:
                 if sub_attributes:
                     # validate the subscription attributes aren't different
-                    for attr in sns_constants.VALID_SUBSCRIPTION_ATTR_NAME:
+                    for attr in VALID_SUBSCRIPTION_ATTR_NAME:
                         # if a new attribute is present and different from an existent one, raise
                         if (new_attr := sub_attributes.get(attr)) and sub.get(attr) != new_attr:
                             raise InvalidParameterException(
@@ -338,8 +387,7 @@ def subscribe(
                 message=message_ctx,
                 store=store,
                 request_headers=context.request.headers,
-                # TODO: add topic attributes once they are ported from moto to LocalStack
-                # topic_attributes=vars(self._get_topic(topic_arn, context)),
+                topic_attributes=topic["attributes"],
             )
             self._publisher.publish_to_topic_subscriber(
                 ctx=publish_ctx,
@@ -539,11 +587,10 @@ def list_subscriptions(
     def list_subscriptions_by_topic(
         self, context: RequestContext, topic_arn: topicARN, next_token: nextToken = None, **kwargs
     ) -> ListSubscriptionsByTopicResponse:
-        topic: Topic = self._get_topic(topic_arn, context)
+        self._get_topic(topic_arn, context)  # for validation purposes only
         parsed_topic_arn = parse_and_validate_topic_arn(topic_arn)
         store = self.get_store(parsed_topic_arn["account"], parsed_topic_arn["region"])
-        sub_arns: list[str] = topic.get("subscriptions", [])
-        subscriptions = [store.subscriptions[k] for k in sub_arns if k in store.subscriptions]
+        subscriptions = get_topic_subscriptions(store, topic_arn)
 
         paginated_subscriptions = PaginatedList(subscriptions)
         page, next_token = paginated_subscriptions.get_page(
@@ -557,6 +604,235 @@ def list_subscriptions_by_topic(
             response["NextToken"] = next_token
         return response
 
+    #
+    # Publish
+    #
+
+    def publish(
+        self,
+        context: RequestContext,
+        message: message,
+        topic_arn: topicARN | None = None,
+        target_arn: String | None = None,
+        phone_number: PhoneNumber | None = None,
+        subject: subject | None = None,
+        message_structure: messageStructure | None = None,
+        message_attributes: MessageAttributeMap | None = None,
+        message_deduplication_id: String | None = None,
+        message_group_id: String | None = None,
+        **kwargs,
+    ) -> PublishResponse:
+        if subject == "":
+            raise InvalidParameterException("Invalid parameter: Subject")
+        if not message or all(not m for m in message):
+            raise InvalidParameterException("Invalid parameter: Empty message")
+
+        # TODO: check for topic + target + phone number at the same time?
+        # TODO: more validation on phone, it might be opted out?
+        if phone_number and not is_valid_e164_number(phone_number):
+            raise InvalidParameterException(
+                f"Invalid parameter: PhoneNumber Reason: {phone_number} is not valid to publish to"
+            )
+
+        if message_attributes:
+            _validate_message_attributes(message_attributes)
+
+        if _get_total_publish_size(message, message_attributes) > MAXIMUM_MESSAGE_LENGTH:
+            raise InvalidParameterException("Invalid parameter: Message too long")
+
+        # for compatibility reasons, AWS allows users to use either TargetArn or TopicArn for publishing to a topic
+        # use any of them for topic validation
+        topic_or_target_arn = topic_arn or target_arn
+        topic = None
+
+        if is_fifo := (topic_or_target_arn and ".fifo" in topic_or_target_arn):
+            if not message_group_id:
+                raise InvalidParameterException(
+                    "Invalid parameter: The MessageGroupId parameter is required for FIFO topics",
+                )
+            topic = self._get_topic(topic_or_target_arn, context)
+            if topic["attributes"]["ContentBasedDeduplication"] == "false":
+                if not message_deduplication_id:
+                    raise InvalidParameterException(
+                        "Invalid parameter: The topic should either have ContentBasedDeduplication enabled or MessageDeduplicationId provided explicitly",
+                    )
+        elif message_deduplication_id:
+            # this is the first one to raise if both are set while the topic is not fifo
+            raise InvalidParameterException(
+                "Invalid parameter: MessageDeduplicationId Reason: The request includes MessageDeduplicationId parameter that is not valid for this topic type"
+            )
+
+        is_endpoint_publish = target_arn and ":endpoint/" in target_arn
+        if message_structure == "json":
+            try:
+                message = json.loads(message)
+                # Keys in the JSON object that correspond to supported transport protocols must have
+                # simple JSON string values.
+                # Non-string values will cause the key to be ignored.
+                message = {key: field for key, field in message.items() if isinstance(field, str)}
+                # TODO: check no default key for direct TargetArn endpoint publish, need credentials
+                # see example: https://docs.aws.amazon.com/sns/latest/dg/sns-send-custom-platform-specific-payloads-mobile-devices.html
+                if "default" not in message and not is_endpoint_publish:
+                    raise InvalidParameterException(
+                        "Invalid parameter: Message Structure - No default entry in JSON message body"
+                    )
+            except json.JSONDecodeError:
+                raise InvalidParameterException(
+                    "Invalid parameter: Message Structure - JSON message body failed to parse"
+                )
+
+        if not phone_number:
+            # use the account to get the store from the TopicArn (you can only publish in the same region as the topic)
+            parsed_arn = parse_and_validate_topic_arn(topic_or_target_arn)
+            store = self.get_store(account_id=parsed_arn["account"], region=context.region)
+            if is_endpoint_publish:
+                if not (platform_endpoint := store.platform_endpoints.get(target_arn)):
+                    raise InvalidParameterException(
+                        "Invalid parameter: TargetArn Reason: No endpoint found for the target arn specified"
+                    )
+                elif not platform_endpoint.platform_endpoint["Attributes"].get(
+                    "Enabled"
+                ):  # TODO: double check enabled attribute
+                    raise EndpointDisabledException("Endpoint is disabled")
+            else:
+                topic = self._get_topic(topic_or_target_arn, context)
+        else:
+            # use the store from the request context
+            store = self.get_store(account_id=context.account_id, region=context.region)
+
+        message_ctx = SnsMessage(
+            type=SnsMessageType.Notification,
+            message=message,
+            message_attributes=message_attributes,
+            message_deduplication_id=message_deduplication_id,
+            message_group_id=message_group_id,
+            message_structure=message_structure,
+            subject=subject,
+            is_fifo=is_fifo,
+        )
+        publish_ctx = SnsPublishContext(
+            message=message_ctx, store=store, request_headers=context.request.headers
+        )
+
+        if is_endpoint_publish:
+            self._publisher.publish_to_application_endpoint(
+                ctx=publish_ctx, endpoint_arn=target_arn
+            )
+        elif phone_number:
+            self._publisher.publish_to_phone_number(ctx=publish_ctx, phone_number=phone_number)
+        else:
+            # beware if the subscription is FIFO, the order might not be guaranteed.
+            # 2 quick call to this method in succession might not be executed in order in the executor?
+            # TODO: test how this behaves in a FIFO context with a lot of threads.
+            publish_ctx.topic_attributes |= topic["attributes"]
+            self._publisher.publish_to_topic(publish_ctx, topic_or_target_arn)
+
+        if is_fifo:
+            return PublishResponse(
+                MessageId=message_ctx.message_id, SequenceNumber=message_ctx.sequencer_number
+            )
+
+        return PublishResponse(MessageId=message_ctx.message_id)
+
+    def publish_batch(
+        self,
+        context: RequestContext,
+        topic_arn: topicARN,
+        publish_batch_request_entries: PublishBatchRequestEntryList,
+        **kwargs,
+    ) -> PublishBatchResponse:
+        if len(publish_batch_request_entries) > 10:
+            raise TooManyEntriesInBatchRequestException(
+                "The batch request contains more entries than permissible."
+            )
+
+        parsed_arn = parse_and_validate_topic_arn(topic_arn)
+        store = self.get_store(account_id=parsed_arn["account"], region=context.region)
+        topic = self._get_topic(topic_arn, context)
+        ids = [entry["Id"] for entry in publish_batch_request_entries]
+        if len(set(ids)) != len(publish_batch_request_entries):
+            raise BatchEntryIdsNotDistinctException(
+                "Two or more batch entries in the request have the same Id."
+            )
+
+        response: PublishBatchResponse = {"Successful": [], "Failed": []}
+
+        # TODO: write AWS validated tests with FilterPolicy and batching
+        # TODO: find a scenario where we can fail to send a message synchronously to be able to report it
+        # right now, it seems that AWS fails the whole publish if something is wrong in the format of 1 message
+
+        total_batch_size = 0
+        message_contexts = []
+        for entry_index, entry in enumerate(publish_batch_request_entries, start=1):
+            message_payload = entry.get("Message")
+            message_attributes = entry.get("MessageAttributes", {})
+            if message_attributes:
+                # if a message contains non-valid message attributes, it
+                # will fail for the first non-valid message encountered, and raise ParameterValueInvalid
+                _validate_message_attributes(message_attributes, position=entry_index)
+
+            total_batch_size += _get_total_publish_size(message_payload, message_attributes)
+
+            # TODO: WRITE AWS VALIDATED
+            if entry.get("MessageStructure") == "json":
+                try:
+                    message = json.loads(message_payload)
+                    # Keys in the JSON object that correspond to supported transport protocols must have
+                    # simple JSON string values.
+                    # Non-string values will cause the key to be ignored.
+                    message = {
+                        key: field for key, field in message.items() if isinstance(field, str)
+                    }
+                    if "default" not in message:
+                        raise InvalidParameterException(
+                            "Invalid parameter: Message Structure - No default entry in JSON message body"
+                        )
+                    entry["Message"] = message  # noqa
+                except json.JSONDecodeError:
+                    raise InvalidParameterException(
+                        "Invalid parameter: Message Structure - JSON message body failed to parse"
+                    )
+
+            if is_fifo := (topic_arn.endswith(".fifo")):
+                if not all("MessageGroupId" in entry for entry in publish_batch_request_entries):
+                    raise InvalidParameterException(
+                        "Invalid parameter: The MessageGroupId parameter is required for FIFO topics"
+                    )
+                if topic["attributes"]["ContentBasedDeduplication"] == "false":
+                    if not all(
+                        "MessageDeduplicationId" in entry for entry in publish_batch_request_entries
+                    ):
+                        raise InvalidParameterException(
+                            "Invalid parameter: The topic should either have ContentBasedDeduplication enabled or MessageDeduplicationId provided explicitly",
+                        )
+
+            msg_ctx = SnsMessage.from_batch_entry(entry, is_fifo=is_fifo)
+            message_contexts.append(msg_ctx)
+            success = PublishBatchResultEntry(
+                Id=entry["Id"],
+                MessageId=msg_ctx.message_id,
+            )
+            if is_fifo:
+                success["SequenceNumber"] = msg_ctx.sequencer_number
+            response["Successful"].append(success)
+
+        if total_batch_size > MAXIMUM_MESSAGE_LENGTH:
+            raise CommonServiceException(
+                code="BatchRequestTooLong",
+                message="The length of all the messages put together is more than the limit.",
+                sender_fault=True,
+            )
+
+        publish_ctx = SnsBatchPublishContext(
+            messages=message_contexts,
+            store=store,
+            request_headers=context.request.headers,
+            topic_attributes=topic["attributes"],
+        )
+        self._publisher.publish_batch_to_topic(publish_ctx, topic_arn)
+
+        return response
+
     #
     # PlatformApplications
     #
@@ -826,16 +1102,15 @@ def untag_resource(
     def get_store(account_id: str, region: str) -> SnsStore:
         return sns_stores[account_id][region]
 
-    # TODO: reintroduce multi-region parameter (latest before final migration from v1)
     @staticmethod
-    def _get_topic(arn: str, context: RequestContext) -> Topic:
+    def _get_topic(arn: str, context: RequestContext, multi_region: bool = False) -> Topic:
         """
         :param arn: the Topic ARN
         :param context: the RequestContext of the request
         :return: the model Topic
         """
         arn_data = parse_and_validate_topic_arn(arn)
-        if context.region != arn_data["region"]:
+        if not multi_region and context.region != arn_data["region"]:
             raise InvalidParameterException("Invalid parameter: TopicArn")
         try:
             store = SnsProvider.get_store(context.account_id, context.region)
@@ -921,6 +1196,94 @@ def _create_default_topic_policy(topic: Topic, context: RequestContext) -> str:
     )
 
 
+def _validate_message_attributes(
+    message_attributes: MessageAttributeMap, position: int | None = None
+) -> None:
+    """
+    Validate the message attributes, and raises an exception if those do not follow AWS validation
+    See: https://docs.aws.amazon.com/sns/latest/dg/sns-message-attributes.html
+    Regex from: https://stackoverflow.com/questions/40718851/regex-that-does-not-allow-consecutive-dots
+    :param message_attributes: the message attributes map for the message
+    :param position: given to give the Batch Entry position if coming from `publishBatch`
+    :raises: InvalidParameterValueException
+    :return: None
+    """
+    for attr_name, attr in message_attributes.items():
+        if len(attr_name) > 256:
+            raise InvalidParameterValueException(
+                "Length of message attribute name must be less than 256 bytes."
+            )
+        _validate_message_attribute_name(attr_name)
+        # `DataType` is a required field for MessageAttributeValue
+        if (data_type := attr.get("DataType")) is None:
+            if position:
+                at = f"publishBatchRequestEntries.{position}.member.messageAttributes.{attr_name}.member.dataType"
+            else:
+                at = f"messageAttributes.{attr_name}.member.dataType"
+
+            raise CommonServiceException(
+                code="ValidationError",
+                message=f"1 validation error detected: Value null at '{at}' failed to satisfy constraint: Member must not be null",
+                sender_fault=True,
+            )
+
+        if data_type not in (
+            "String",
+            "Number",
+            "Binary",
+        ) and not ATTR_TYPE_REGEX.match(data_type):
+            raise InvalidParameterValueException(
+                f"The message attribute '{attr_name}' has an invalid message attribute type, the set of supported type prefixes is Binary, Number, and String."
+            )
+        if not any(attr_value.endswith("Value") for attr_value in attr):
+            raise InvalidParameterValueException(
+                f"The message attribute '{attr_name}' must contain non-empty message attribute value for message attribute type '{data_type}'."
+            )
+
+        value_key_data_type = "Binary" if data_type.startswith("Binary") else "String"
+        value_key = f"{value_key_data_type}Value"
+        if value_key not in attr:
+            raise InvalidParameterValueException(
+                f"The message attribute '{attr_name}' with type '{data_type}' must use field '{value_key_data_type}'."
+            )
+        elif not attr[value_key]:
+            raise InvalidParameterValueException(
+                f"The message attribute '{attr_name}' must contain non-empty message attribute value for message attribute type '{data_type}'.",
+            )
+
+
+def _validate_message_attribute_name(name: str) -> None:
+    """
+    Validate the message attribute name with the specification of AWS.
+    The message attribute name can contain the following characters: A-Z, a-z, 0-9, underscore(_), hyphen(-), and period (.). The name must not start or end with a period, and it should not have successive periods.
+    :param name: message attribute name
+    :raises InvalidParameterValueException: if the name does not conform to the spec
+    """
+    if not MSG_ATTR_NAME_REGEX.match(name):
+        # find the proper exception
+        if name[0] == ".":
+            raise InvalidParameterValueException(
+                "Invalid message attribute name starting with character '.' was found."
+            )
+        elif name[-1] == ".":
+            raise InvalidParameterValueException(
+                "Invalid message attribute name ending with character '.' was found."
+            )
+
+        for idx, char in enumerate(name):
+            if char not in VALID_MSG_ATTR_NAME_CHARS:
+                # change prefix from 0x to #x, without capitalizing the x
+                hex_char = "#x" + hex(ord(char)).upper()[2:]
+                raise InvalidParameterValueException(
+                    f"Invalid non-alphanumeric character '{hex_char}' was found in the message attribute name. Can only include alphanumeric characters, hyphens, underscores, or dots."
+                )
+            # even if we go negative index, it will be covered by starting/ending with dot
+            if char == "." and name[idx - 1] == ".":
+                raise InvalidParameterValueException(
+                    "Message attribute name can not have successive '.' character."
+                )
+
+
 def _validate_platform_application_name(name: str) -> None:
     reason = ""
     if not name:
@@ -997,3 +1360,269 @@ def _check_matching_tags(topic_arn: str, tags: TagList | None, store: SnsStore)
             if existing_tags is not None and tag not in existing_tags:
                 return False
     return True
+
+
+def _get_total_publish_size(
+    message_body: str, message_attributes: MessageAttributeMap | None
+) -> int:
+    size = _get_byte_size(message_body)
+    if message_attributes:
+        # https://docs.aws.amazon.com/sns/latest/dg/sns-message-attributes.html
+        # All parts of the message attribute, including name, type, and value, are included in the message size
+        # restriction, which is 256 KB.
+        # iterate over the Keys and Attributes, adding the length of the Key to the length of all Attributes values
+        # (DataType and StringValue or BinaryValue)
+        size += sum(
+            _get_byte_size(key) + sum(_get_byte_size(attr_value) for attr_value in attr.values())
+            for key, attr in message_attributes.items()
+        )
+
+    return size
+
+
+def _get_byte_size(payload: str | bytes) -> int:
+    # Calculate the real length of the byte object if the object is a string
+    return len(to_bytes(payload))
+
+
+def _register_sns_api_resource(router: Router):
+    """Register the retrospection endpoints as internal LocalStack endpoints."""
+    router.add(SNSServicePlatformEndpointMessagesApiResource())
+    router.add(SNSServiceSMSMessagesApiResource())
+    router.add(SNSServiceSubscriptionTokenApiResource())
+
+
+class SNSInternalResource:
+    resource_type: str
+    """Base class with helper to properly track usage of internal endpoints"""
+
+    def count_usage(self):
+        internal_api_calls.labels(resource_type=self.resource_type).increment()
+
+
+def count_usage(f):
+    @functools.wraps(f)
+    def _wrapper(self, *args, **kwargs):
+        self.count_usage()
+        return f(self, *args, **kwargs)
+
+    return _wrapper
+
+
+class SNSServicePlatformEndpointMessagesApiResource(SNSInternalResource):
+    resource_type = "platform-endpoint-message"
+    """Provides a REST API for retrospective access to platform endpoint messages sent via SNS.
+
+    This is registered as a LocalStack internal HTTP resource.
+
+    This endpoint accepts:
+    - GET param `accountId`: selector for AWS account. If not specified, return fallback `000000000000` test ID
+    - GET param `region`: selector for AWS `region`. If not specified, return default "us-east-1"
+    - GET param `endpointArn`: filter for `endpointArn` resource in SNS
+    - DELETE param `accountId`: selector for AWS account
+    - DELETE param `region`: will delete saved messages for `region`
+    - DELETE param `endpointArn`: will delete saved messages for `endpointArn`
+    """
+
+    _PAYLOAD_FIELDS = [
+        "TargetArn",
+        "TopicArn",
+        "Message",
+        "MessageAttributes",
+        "MessageStructure",
+        "Subject",
+        "MessageId",
+    ]
+
+    @route(PLATFORM_ENDPOINT_MSGS_ENDPOINT, methods=["GET"])
+    @count_usage
+    def on_get(self, request: Request):
+        filter_endpoint_arn = request.args.get("endpointArn")
+        account_id = (
+            request.args.get("accountId", DEFAULT_AWS_ACCOUNT_ID)
+            if not filter_endpoint_arn
+            else extract_account_id_from_arn(filter_endpoint_arn)
+        )
+        region = (
+            request.args.get("region", AWS_REGION_US_EAST_1)
+            if not filter_endpoint_arn
+            else extract_region_from_arn(filter_endpoint_arn)
+        )
+        store: SnsStore = sns_stores[account_id][region]
+        if filter_endpoint_arn:
+            messages = store.platform_endpoint_messages.get(filter_endpoint_arn, [])
+            messages = _format_messages(messages, self._PAYLOAD_FIELDS)
+            return {
+                "platform_endpoint_messages": {filter_endpoint_arn: messages},
+                "region": region,
+            }
+
+        platform_endpoint_messages = {
+            endpoint_arn: _format_messages(messages, self._PAYLOAD_FIELDS)
+            for endpoint_arn, messages in store.platform_endpoint_messages.items()
+        }
+        return {
+            "platform_endpoint_messages": platform_endpoint_messages,
+            "region": region,
+        }
+
+    @route(PLATFORM_ENDPOINT_MSGS_ENDPOINT, methods=["DELETE"])
+    @count_usage
+    def on_delete(self, request: Request) -> Response:
+        filter_endpoint_arn = request.args.get("endpointArn")
+        account_id = (
+            request.args.get("accountId", DEFAULT_AWS_ACCOUNT_ID)
+            if not filter_endpoint_arn
+            else extract_account_id_from_arn(filter_endpoint_arn)
+        )
+        region = (
+            request.args.get("region", AWS_REGION_US_EAST_1)
+            if not filter_endpoint_arn
+            else extract_region_from_arn(filter_endpoint_arn)
+        )
+        store: SnsStore = sns_stores[account_id][region]
+        if filter_endpoint_arn:
+            store.platform_endpoint_messages.pop(filter_endpoint_arn, None)
+            return Response("", status=204)
+
+        store.platform_endpoint_messages.clear()
+        return Response("", status=204)
+
+
+def register_sns_api_resource(router: Router):
+    """Register the retrospection endpoints as internal LocalStack endpoints."""
+    router.add(SNSServicePlatformEndpointMessagesApiResource())
+    router.add(SNSServiceSMSMessagesApiResource())
+    router.add(SNSServiceSubscriptionTokenApiResource())
+
+
+def _format_messages(sent_messages: list[dict[str, str]], validated_keys: list[str]):
+    """
+    This method format the messages to be more readable and undo the format change that was needed for Moto
+    Should be removed once we refactor SNS.
+    """
+    formatted_messages = []
+    for sent_message in sent_messages:
+        msg = {
+            key: json.dumps(value)
+            if key == "Message" and sent_message.get("MessageStructure") == "json"
+            else value
+            for key, value in sent_message.items()
+            if key in validated_keys
+        }
+        formatted_messages.append(msg)
+
+    return formatted_messages
+
+
+class SNSServiceSMSMessagesApiResource(SNSInternalResource):
+    resource_type = "sms-message"
+    """Provides a REST API for retrospective access to SMS messages sent via SNS.
+
+    This is registered as a LocalStack internal HTTP resource.
+
+    This endpoint accepts:
+    - GET param `accountId`: selector for AWS account. If not specified, return fallback `000000000000` test ID
+    - GET param `region`: selector for AWS `region`. If not specified, return default "us-east-1"
+    - GET param `phoneNumber`: filter for `phoneNumber` resource in SNS
+    """
+
+    _PAYLOAD_FIELDS = [
+        "PhoneNumber",
+        "TopicArn",
+        "SubscriptionArn",
+        "MessageId",
+        "Message",
+        "MessageAttributes",
+        "MessageStructure",
+        "Subject",
+    ]
+
+    @route(SMS_MSGS_ENDPOINT, methods=["GET"])
+    @count_usage
+    def on_get(self, request: Request):
+        account_id = request.args.get("accountId", DEFAULT_AWS_ACCOUNT_ID)
+        region = request.args.get("region", AWS_REGION_US_EAST_1)
+        filter_phone_number = request.args.get("phoneNumber")
+        store: SnsStore = sns_stores[account_id][region]
+        if filter_phone_number:
+            messages = [
+                m for m in store.sms_messages if m.get("PhoneNumber") == filter_phone_number
+            ]
+            messages = _format_messages(messages, self._PAYLOAD_FIELDS)
+            return {
+                "sms_messages": {filter_phone_number: messages},
+                "region": region,
+            }
+
+        sms_messages = {}
+
+        for m in _format_messages(store.sms_messages, self._PAYLOAD_FIELDS):
+            sms_messages.setdefault(m.get("PhoneNumber"), []).append(m)
+
+        return {
+            "sms_messages": sms_messages,
+            "region": region,
+        }
+
+    @route(SMS_MSGS_ENDPOINT, methods=["DELETE"])
+    @count_usage
+    def on_delete(self, request: Request) -> Response:
+        account_id = request.args.get("accountId", DEFAULT_AWS_ACCOUNT_ID)
+        region = request.args.get("region", AWS_REGION_US_EAST_1)
+        filter_phone_number = request.args.get("phoneNumber")
+        store: SnsStore = sns_stores[account_id][region]
+        if filter_phone_number:
+            store.sms_messages = [
+                m for m in store.sms_messages if m.get("PhoneNumber") != filter_phone_number
+            ]
+            return Response("", status=204)
+
+        store.sms_messages.clear()
+        return Response("", status=204)
+
+
+class SNSServiceSubscriptionTokenApiResource(SNSInternalResource):
+    resource_type = "subscription-token"
+    """Provides a REST API for retrospective access to Subscription Confirmation Tokens to confirm subscriptions.
+    Those are not sent for email, and sometimes inaccessible when working with external HTTPS endpoint which won't be
+    able to reach your local host.
+
+    This is registered as a LocalStack internal HTTP resource.
+
+    This endpoint has the following parameter:
+    - GET `subscription_arn`: `subscriptionArn`resource in SNS for which you want the SubscriptionToken
+    """
+
+    @route(f"{SUBSCRIPTION_TOKENS_ENDPOINT}/<path:subscription_arn>", methods=["GET"])
+    @count_usage
+    def on_get(self, _request: Request, subscription_arn: str):
+        try:
+            parsed_arn = parse_arn(subscription_arn)
+        except InvalidArnException:
+            response = Response("", 400)
+            response.set_json(
+                {
+                    "error": "The provided SubscriptionARN is invalid",
+                    "subscription_arn": subscription_arn,
+                }
+            )
+            return response
+
+        store: SnsStore = sns_stores[parsed_arn["account"]][parsed_arn["region"]]
+
+        for token, sub_arn in store.subscription_tokens.items():
+            if sub_arn == subscription_arn:
+                return {
+                    "subscription_token": token,
+                    "subscription_arn": subscription_arn,
+                }
+
+        response = Response("", 404)
+        response.set_json(
+            {
+                "error": "The provided SubscriptionARN is not found",
+                "subscription_arn": subscription_arn,
+            }
+        )
+        return response
diff --git a/localstack-core/localstack/services/sns/v2/utils.py b/localstack-core/localstack/services/sns/v2/utils.py
index 1b124863bf0c8..e665766421de1 100644
--- a/localstack-core/localstack/services/sns/v2/utils.py
+++ b/localstack-core/localstack/services/sns/v2/utils.py
@@ -6,6 +6,7 @@
 
 from localstack.aws.api.sns import InvalidParameterException
 from localstack.services.sns.constants import E164_REGEX, VALID_SUBSCRIPTION_ATTR_NAME
+from localstack.services.sns.v2.models import SnsStore, SnsSubscription
 from localstack.utils.aws.arns import ArnData, parse_arn
 from localstack.utils.strings import short_uid, to_bytes, to_str
 
@@ -136,3 +137,14 @@ def get_region_from_subscription_token(token: str) -> str:
         return bytes.fromhex(region).decode("utf-8")
     except (IndexError, ValueError, TypeError, UnicodeDecodeError):
         raise InvalidParameterException("Invalid parameter: Token")
+
+
+def get_topic_subscriptions(store: SnsStore, topic_arn: str) -> list[SnsSubscription]:
+    # TODO: delete this once the legacy v1 implementation has been removed
+    if hasattr(store, "topic_subscriptions"):
+        sub_arns = store.topic_subscriptions.get(topic_arn, [])
+    else:
+        sub_arns: list[str] = store.topics[topic_arn].get("subscriptions", [])
+
+    subscriptions = [store.subscriptions[k] for k in sub_arns if k in store.subscriptions]
+    return subscriptions
diff --git a/tests/aws/services/sns/test_sns.py b/tests/aws/services/sns/test_sns.py
index b92c7ac257be5..edb59796dae12 100644
--- a/tests/aws/services/sns/test_sns.py
+++ b/tests/aws/services/sns/test_sns.py
@@ -509,7 +509,6 @@ class TestSNSPublishCrud:
     """
 
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_publish_by_path_parameters(
         self,
         sns_create_topic,
@@ -568,7 +567,6 @@ def test_publish_by_path_parameters(
         assert msg_body["Message"] == message
 
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_publish_wrong_arn_format(self, snapshot, aws_client):
         message = "Good news everyone!"
         with pytest.raises(ClientError) as e:
@@ -587,7 +585,6 @@ def test_publish_wrong_arn_format(self, snapshot, aws_client):
         snapshot.match("empty-topic", e.value.response)
 
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_publish_message_by_target_arn(
         self, sns_create_topic, sqs_create_queue, sns_create_sqs_subscription, snapshot, aws_client
     ):
@@ -622,7 +619,6 @@ def test_publish_message_by_target_arn(
         snapshot.match("receive-target-arn", response)
 
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_publish_message_before_subscribe_topic(
         self, sns_create_topic, sqs_create_queue, sns_create_sqs_subscription, snapshot, aws_client
     ):
@@ -651,7 +647,6 @@ def test_publish_message_before_subscribe_topic(
         snapshot.match("receive-messages", response)
 
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_unknown_topic_publish(self, sns_create_topic, snapshot, aws_client):
         # create topic to get the basic arn structure
         # otherwise you get InvalidClientTokenId exception because of account id
@@ -671,7 +666,6 @@ def test_unknown_topic_publish(self, sns_create_topic, snapshot, aws_client):
         snapshot.match("error", e.value.response)
 
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_topic_publish_another_region(
         self, sns_create_topic, snapshot, aws_client, aws_client_factory, secondary_region_name
     ):
@@ -711,7 +705,6 @@ def test_topic_publish_another_region(
         snapshot.match("error-batch", e.value.response)
 
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_publish_non_existent_target(self, sns_create_topic, snapshot, aws_client, region_name):
         topic_arn = sns_create_topic()["TopicArn"]
         account_id = parse_arn(topic_arn)["account"]
@@ -723,7 +716,6 @@ def test_publish_non_existent_target(self, sns_create_topic, snapshot, aws_clien
         snapshot.match("non-existent-endpoint", ex.value.response)
 
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_publish_with_empty_subject(self, sns_create_topic, snapshot, aws_client):
         topic_arn = sns_create_topic()["TopicArn"]
 
@@ -744,7 +736,6 @@ def test_publish_with_empty_subject(self, sns_create_topic, snapshot, aws_client
         snapshot.match("response-with-empty-subject", e.value.response)
 
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_empty_sns_message(
         self, sns_create_topic, sqs_create_queue, sns_create_sqs_subscription, snapshot, aws_client
     ):
@@ -763,7 +754,6 @@ def test_empty_sns_message(
         snapshot.match("queue-attrs", queue_attrs)
 
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_publish_too_long_message(self, sns_create_topic, snapshot, aws_client):
         topic_arn = sns_create_topic()["TopicArn"]
         # simulate payload over 256kb
@@ -795,7 +785,6 @@ def test_publish_too_long_message(self, sns_create_topic, snapshot, aws_client):
         assert publish["ResponseMetadata"]["HTTPStatusCode"] == 200
 
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_publish_batch_too_long_message(self, sns_create_topic, snapshot, aws_client):
         topic_arn = sns_create_topic()["TopicArn"]
         # simulate payload over 256kb
@@ -860,7 +849,6 @@ def test_publish_batch_too_long_message(self, sns_create_topic, snapshot, aws_cl
         assert publish_batch["ResponseMetadata"]["HTTPStatusCode"] == 200
 
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_message_structure_json_exc(self, sns_create_topic, snapshot, aws_client):
         topic_arn = sns_create_topic()["TopicArn"]
         # TODO: add batch
@@ -1969,7 +1957,6 @@ def check_subscription():
 
 class TestSNSSubscriptionSQS:
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_subscribe_sqs_queue(
         self, sqs_create_queue, sns_create_topic, sns_create_sqs_subscription, snapshot, aws_client
     ):
@@ -2010,7 +1997,6 @@ def test_subscribe_sqs_queue(
         snapshot.match("messages", response)
 
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_publish_unicode_chars(
         self, sns_create_topic, sqs_create_queue, sns_create_sqs_subscription, snapshot, aws_client
     ):
@@ -2029,7 +2015,6 @@ def test_publish_unicode_chars(
         snapshot.match("received-message", response)
 
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_attribute_raw_subscribe(
         self, sns_create_topic, sqs_create_queue, sns_create_sqs_subscription, snapshot, aws_client
     ):
@@ -2073,7 +2058,6 @@ def test_attribute_raw_subscribe(
         snapshot.match("messages-response", response)
 
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_sqs_topic_subscription_confirmation(
         self, sns_create_topic, sqs_create_queue, sns_create_sqs_subscription, snapshot, aws_client
     ):
@@ -2097,7 +2081,6 @@ def check_subscription():
         assert poll_condition(check_subscription, timeout=5)
 
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_publish_sqs_from_sns(
         self, sns_create_topic, sqs_create_queue, sns_create_sqs_subscription, snapshot, aws_client
     ):
@@ -2165,7 +2148,6 @@ def test_publish_sqs_from_sns(
         }
 
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_publish_batch_messages_from_sns_to_sqs(
         self, sns_create_topic, sqs_create_queue, sns_create_sqs_subscription, snapshot, aws_client
     ):
@@ -2243,7 +2225,6 @@ def get_messages():
         snapshot.match("messages", {"Messages": messages})
 
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_publish_batch_messages_without_topic(self, sns_create_topic, snapshot, aws_client):
         topic_arn = sns_create_topic()["TopicArn"]
         fake_topic_arn = topic_arn + "fake-topic"
@@ -2262,7 +2243,6 @@ def test_publish_batch_messages_without_topic(self, sns_create_topic, snapshot,
         snapshot.match("publish-batch-no-topic", e.value.response)
 
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_publish_batch_exceptions(
         self, sns_create_topic, sqs_create_queue, sns_create_sqs_subscription, snapshot, aws_client
     ):
@@ -2328,7 +2308,6 @@ def test_publish_batch_exceptions(
         snapshot.match("no-default-key-json", e.value.response)
 
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_subscribe_to_sqs_with_queue_url(
         self, sns_create_topic, sqs_create_queue, sns_subscription, snapshot
     ):
@@ -2340,7 +2319,6 @@ def test_subscribe_to_sqs_with_queue_url(
         snapshot.match("sub-queue-url", e.value.response)
 
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_publish_sqs_from_sns_with_xray_propagation(
         self, sns_create_topic, sqs_create_queue, sns_create_sqs_subscription, snapshot, aws_client
     ):
@@ -2379,7 +2357,6 @@ def add_xray_header(request, **_kwargs):
 
     @pytest.mark.parametrize("raw_message_delivery", [True, False])
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_redrive_policy_sqs_queue_subscription(
         self,
         sns_create_topic,
@@ -2454,7 +2431,6 @@ def test_redrive_policy_sqs_queue_subscription(
         snapshot.match("messages", response)
 
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_message_attributes_not_missing(
         self, sns_create_sqs_subscription, sns_create_topic, sqs_create_queue, snapshot, aws_client
     ):
@@ -2526,7 +2502,6 @@ def test_message_attributes_not_missing(
         # https://docs.aws.amazon.com/sns/latest/api/API_MessageAttributeValue.html
 
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_subscription_after_failure_to_deliver(
         self,
         sns_create_topic,
@@ -2625,7 +2600,6 @@ def test_subscription_after_failure_to_deliver(
             snapshot.match(f"message-{i}-after-delete", response)
 
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_empty_or_wrong_message_attributes(
         self,
         sns_create_sqs_subscription,
@@ -2690,7 +2664,6 @@ def test_empty_or_wrong_message_attributes(
             snapshot.match(f"batch-{error_type}", e.value.response)
 
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_message_attributes_prefixes(
         self, sns_create_sqs_subscription, sns_create_topic, sqs_create_queue, snapshot, aws_client
     ):
@@ -2736,7 +2709,6 @@ def test_message_attributes_prefixes(
         snapshot.match("publish-ok-2", response)
 
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_message_structure_json_to_sqs(
         self, aws_client, sns_create_topic, sqs_create_queue, snapshot, sns_create_sqs_subscription
     ):
@@ -2773,7 +2745,6 @@ def test_message_structure_json_to_sqs(
 
     @markers.aws.validated
     @pytest.mark.parametrize("signature_version", ["1", "2"])
-    @skip_if_sns_v2
     def test_publish_sqs_verify_signature(
         self,
         aws_client,
@@ -2838,7 +2809,6 @@ def test_publish_sqs_verify_signature(
         assert is_valid is None
 
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_publish_message_group_id(
         self,
         aws_client,
diff --git a/tests/aws/services/sns/test_sns.validation.json b/tests/aws/services/sns/test_sns.validation.json
index f4548fc936d77..68bda21513b3e 100644
--- a/tests/aws/services/sns/test_sns.validation.json
+++ b/tests/aws/services/sns/test_sns.validation.json
@@ -528,28 +528,76 @@
     }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSPublishCrud::test_empty_sns_message": {
-    "last_validated_date": "2023-08-24T20:31:48+00:00"
+    "last_validated_date": "2025-11-19T12:41:02+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 1.65,
+      "teardown": 0.59,
+      "total": 2.24
+    }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSPublishCrud::test_message_structure_json_exc": {
-    "last_validated_date": "2023-08-24T20:31:50+00:00"
+    "last_validated_date": "2025-11-19T12:41:06+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.91,
+      "teardown": 0.22,
+      "total": 1.13
+    }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSPublishCrud::test_publish_batch_too_long_message": {
-    "last_validated_date": "2024-09-04T00:48:01+00:00"
+    "last_validated_date": "2025-11-19T12:41:05+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.81,
+      "teardown": 0.21,
+      "total": 1.02
+    }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSPublishCrud::test_publish_by_path_parameters": {
-    "last_validated_date": "2023-08-24T20:31:40+00:00"
+    "last_validated_date": "2025-11-19T12:39:58+00:00",
+    "durations_in_seconds": {
+      "setup": 0.85,
+      "call": 3.38,
+      "teardown": 0.61,
+      "total": 4.84
+    }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSPublishCrud::test_publish_message_before_subscribe_topic": {
-    "last_validated_date": "2023-08-24T20:31:44+00:00"
+    "last_validated_date": "2025-11-19T12:40:47+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 1.9,
+      "teardown": 0.61,
+      "total": 2.51
+    }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSPublishCrud::test_publish_message_by_target_arn": {
-    "last_validated_date": "2023-08-24T20:31:42+00:00"
+    "last_validated_date": "2025-11-19T12:40:44+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 2.04,
+      "teardown": 0.65,
+      "total": 2.69
+    }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSPublishCrud::test_publish_non_existent_target": {
-    "last_validated_date": "2023-08-24T20:31:46+00:00"
+    "last_validated_date": "2025-11-19T12:40:59+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.37,
+      "teardown": 0.21,
+      "total": 0.58
+    }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSPublishCrud::test_publish_too_long_message": {
-    "last_validated_date": "2024-09-04T00:38:06+00:00"
+    "last_validated_date": "2025-11-19T12:41:04+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 1.29,
+      "teardown": 0.22,
+      "total": 1.51
+    }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSPublishCrud::test_publish_verify_signature": {
     "last_validated_date": "2024-01-04T17:22:57+00:00"
@@ -561,16 +609,40 @@
     "last_validated_date": "2024-01-04T17:39:19+00:00"
   },
   "tests/aws/services/sns/test_sns.py::TestSNSPublishCrud::test_publish_with_empty_subject": {
-    "last_validated_date": "2023-08-24T20:31:46+00:00"
+    "last_validated_date": "2025-11-19T12:41:00+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.61,
+      "teardown": 0.23,
+      "total": 0.84
+    }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSPublishCrud::test_publish_wrong_arn_format": {
-    "last_validated_date": "2024-03-11T10:36:34+00:00"
+    "last_validated_date": "2025-11-19T12:40:42+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.5,
+      "teardown": 0.0,
+      "total": 0.5
+    }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSPublishCrud::test_topic_publish_another_region": {
-    "last_validated_date": "2023-11-17T17:14:28+00:00"
+    "last_validated_date": "2025-11-19T12:40:58+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 9.79,
+      "teardown": 0.85,
+      "total": 10.64
+    }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSPublishCrud::test_unknown_topic_publish": {
-    "last_validated_date": "2023-08-24T20:31:45+00:00"
+    "last_validated_date": "2025-11-19T12:40:48+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 0.61,
+      "teardown": 0.23,
+      "total": 0.85
+    }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSPublishDelivery::test_delivery_lambda": {
     "last_validated_date": "2023-11-07T10:11:37+00:00"

From 030241f1a10bff1e6072ad987efb92d340860f28 Mon Sep 17 00:00:00 2001
From: "Duncan Mac-Vicar P." <duncan.mac-vicar@localstack.cloud>
Date: Wed, 12 Nov 2025 17:11:18 +0100
Subject: [PATCH 392/697] update usage of deprecated utcnow() in service
 request aggregator

---
 .../utils/analytics/service_request_aggregator.py      | 10 ++++++----
 1 file changed, 6 insertions(+), 4 deletions(-)

diff --git a/localstack-core/localstack/utils/analytics/service_request_aggregator.py b/localstack-core/localstack/utils/analytics/service_request_aggregator.py
index 661fe2f305329..20604dacd51d5 100644
--- a/localstack-core/localstack/utils/analytics/service_request_aggregator.py
+++ b/localstack-core/localstack/utils/analytics/service_request_aggregator.py
@@ -34,7 +34,7 @@ def __init__(self, flush_interval: float = DEFAULT_FLUSH_INTERVAL_SECS):
         self._flush_interval = flush_interval
         self._flush_scheduler = Scheduler()
         self._mutex = threading.RLock()
-        self._period_start_time = datetime.datetime.utcnow()
+        self._period_start_time = datetime.datetime.now(datetime.UTC)
         self._is_started = False
         self._is_shutdown = False
 
@@ -101,12 +101,14 @@ def _flush(self):
                 self._emit_payload(analytics_payload)
                 self.counter.clear()
             finally:
-                self._period_start_time = datetime.datetime.utcnow()
+                self._period_start_time = datetime.datetime.now(datetime.UTC)
 
     def _create_analytics_payload(self):
         return {
-            "period_start_time": self._period_start_time.isoformat() + "Z",
-            "period_end_time": datetime.datetime.utcnow().isoformat() + "Z",
+            "period_start_time": self._period_start_time.isoformat().replace("+00:00", "Z"),
+            "period_end_time": datetime.datetime.now(datetime.UTC)
+            .isoformat()
+            .replace("+00:00", "Z"),
             "api_calls": self._aggregate_api_calls(self.counter),
         }
 

From 3de6cfbaf0a4c9426506f0c85709783de0c9d09a Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Mon, 24 Nov 2025 10:42:40 +0100
Subject: [PATCH 393/697] Update ASF APIs, update provider signatures (#13407)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
Co-authored-by: Misha Tiurin <misha.tiurin@localstack.cloud>
Co-authored-by: Alexander Rashed <alexander.rashed@localstack.cloud>
---
 .../localstack/aws/api/apigateway/__init__.py |   42 +
 .../aws/api/cloudformation/__init__.py        |  161 +++
 .../localstack/aws/api/ec2/__init__.py        | 1156 ++++++++++++++++-
 .../localstack/aws/api/iam/__init__.py        |  227 ++++
 .../localstack/aws/api/kms/__init__.py        |    1 +
 .../localstack/aws/api/lambda_/__init__.py    |   20 +-
 .../localstack/aws/api/logs/__init__.py       |  293 +++++
 .../localstack/aws/api/opensearch/__init__.py |   89 ++
 .../localstack/aws/api/redshift/__init__.py   |   69 +
 .../api/resourcegroupstaggingapi/__init__.py  |   36 +
 .../aws/api/route53resolver/__init__.py       |    1 +
 .../localstack/aws/api/s3/__init__.py         |   62 +
 .../aws/api/secretsmanager/__init__.py        |   51 +-
 .../aws/api/stepfunctions/__init__.py         |   62 +-
 .../localstack/aws/api/sts/__init__.py        |   52 +
 .../services/apigateway/legacy/provider.py    |   30 +-
 .../localstack/services/lambda_/provider.py   |   12 +-
 .../services/stepfunctions/provider.py        |   24 +-
 pyproject.toml                                |    6 +-
 requirements-base-runtime.txt                 |    6 +-
 requirements-dev.txt                          |    8 +-
 requirements-runtime.txt                      |    8 +-
 requirements-test.txt                         |    8 +-
 requirements-typehint.txt                     |    8 +-
 tests/unit/aws/test_service_router.py         |    1 +
 25 files changed, 2324 insertions(+), 109 deletions(-)

diff --git a/localstack-core/localstack/aws/api/apigateway/__init__.py b/localstack-core/localstack/aws/api/apigateway/__init__.py
index 62b7f9f8ebc2d..06c1f32b04c84 100644
--- a/localstack-core/localstack/aws/api/apigateway/__init__.py
+++ b/localstack-core/localstack/aws/api/apigateway/__init__.py
@@ -29,6 +29,13 @@ class ApiKeysFormat(StrEnum):
     csv = "csv"
 
 
+class ApiStatus(StrEnum):
+    UPDATING = "UPDATING"
+    AVAILABLE = "AVAILABLE"
+    PENDING = "PENDING"
+    FAILED = "FAILED"
+
+
 class AuthorizerType(StrEnum):
     TOKEN = "TOKEN"
     REQUEST = "REQUEST"
@@ -85,6 +92,12 @@ class DomainNameStatus(StrEnum):
     PENDING = "PENDING"
     PENDING_CERTIFICATE_REIMPORT = "PENDING_CERTIFICATE_REIMPORT"
     PENDING_OWNERSHIP_VERIFICATION = "PENDING_OWNERSHIP_VERIFICATION"
+    FAILED = "FAILED"
+
+
+class EndpointAccessMode(StrEnum):
+    BASIC = "BASIC"
+    STRICT = "STRICT"
 
 
 class EndpointType(StrEnum):
@@ -160,6 +173,11 @@ class ResourceOwner(StrEnum):
     OTHER_ACCOUNTS = "OTHER_ACCOUNTS"
 
 
+class ResponseTransferMode(StrEnum):
+    BUFFERED = "BUFFERED"
+    STREAM = "STREAM"
+
+
 class RoutingMode(StrEnum):
     BASE_PATH_MAPPING_ONLY = "BASE_PATH_MAPPING_ONLY"
     ROUTING_RULE_ONLY = "ROUTING_RULE_ONLY"
@@ -169,6 +187,15 @@ class RoutingMode(StrEnum):
 class SecurityPolicy(StrEnum):
     TLS_1_0 = "TLS_1_0"
     TLS_1_2 = "TLS_1_2"
+    SecurityPolicy_TLS13_1_3_2025_09 = "SecurityPolicy_TLS13_1_3_2025_09"
+    SecurityPolicy_TLS13_1_3_FIPS_2025_09 = "SecurityPolicy_TLS13_1_3_FIPS_2025_09"
+    SecurityPolicy_TLS13_1_2_PFS_PQ_2025_09 = "SecurityPolicy_TLS13_1_2_PFS_PQ_2025_09"
+    SecurityPolicy_TLS13_1_2_FIPS_PQ_2025_09 = "SecurityPolicy_TLS13_1_2_FIPS_PQ_2025_09"
+    SecurityPolicy_TLS13_1_2_PQ_2025_09 = "SecurityPolicy_TLS13_1_2_PQ_2025_09"
+    SecurityPolicy_TLS13_1_2_2021_06 = "SecurityPolicy_TLS13_1_2_2021_06"
+    SecurityPolicy_TLS13_2025_EDGE = "SecurityPolicy_TLS13_2025_EDGE"
+    SecurityPolicy_TLS12_PFS_2025_EDGE = "SecurityPolicy_TLS12_PFS_2025_EDGE"
+    SecurityPolicy_TLS12_2018_EDGE = "SecurityPolicy_TLS12_2018_EDGE"
 
 
 class UnauthorizedCacheControlHeaderStrategy(StrEnum):
@@ -466,6 +493,7 @@ class CreateDomainNameRequest(ServiceRequest):
     endpointConfiguration: EndpointConfiguration | None
     tags: MapOfStringToString | None
     securityPolicy: SecurityPolicy | None
+    endpointAccessMode: EndpointAccessMode | None
     mutualTlsAuthentication: MutualTlsAuthenticationInput | None
     ownershipVerificationCertificateArn: String | None
     policy: String | None
@@ -505,6 +533,8 @@ class CreateRestApiRequest(ServiceRequest):
     policy: String | None
     tags: MapOfStringToString | None
     disableExecuteApiEndpoint: Boolean | None
+    securityPolicy: SecurityPolicy | None
+    endpointAccessMode: EndpointAccessMode | None
 
 
 class CreateStageRequest(ServiceRequest):
@@ -743,6 +773,7 @@ class DomainName(TypedDict, total=False):
     domainNameStatus: DomainNameStatus | None
     domainNameStatusMessage: String | None
     securityPolicy: SecurityPolicy | None
+    endpointAccessMode: EndpointAccessMode | None
     tags: MapOfStringToString | None
     mutualTlsAuthentication: MutualTlsAuthentication | None
     ownershipVerificationCertificateArn: String | None
@@ -1134,6 +1165,8 @@ class Integration(TypedDict, total=False):
     cacheKeyParameters: ListOfString | None
     integrationResponses: MapOfIntegrationResponse | None
     tlsConfig: TlsConfig | None
+    responseTransferMode: ResponseTransferMode | None
+    integrationTarget: String | None
 
 
 Long = int
@@ -1225,6 +1258,10 @@ class RestApi(TypedDict, total=False):
     tags: MapOfStringToString | None
     disableExecuteApiEndpoint: Boolean | None
     rootResourceId: String | None
+    securityPolicy: SecurityPolicy | None
+    endpointAccessMode: EndpointAccessMode | None
+    apiStatus: ApiStatus | None
+    apiStatusMessage: String | None
 
 
 ListOfRestApi = list[RestApi]
@@ -1361,6 +1398,8 @@ class PutIntegrationRequest(TypedDict, total=False):
     contentHandling: ContentHandlingStrategy | None
     timeoutInMillis: NullableInteger | None
     tlsConfig: TlsConfig | None
+    responseTransferMode: ResponseTransferMode | None
+    integrationTarget: String | None
 
 
 class PutIntegrationResponseRequest(ServiceRequest):
@@ -1749,6 +1788,7 @@ def create_domain_name(
         endpoint_configuration: EndpointConfiguration | None = None,
         tags: MapOfStringToString | None = None,
         security_policy: SecurityPolicy | None = None,
+        endpoint_access_mode: EndpointAccessMode | None = None,
         mutual_tls_authentication: MutualTlsAuthenticationInput | None = None,
         ownership_verification_certificate_arn: String | None = None,
         policy: String | None = None,
@@ -1820,6 +1860,8 @@ def create_rest_api(
         policy: String | None = None,
         tags: MapOfStringToString | None = None,
         disable_execute_api_endpoint: Boolean | None = None,
+        security_policy: SecurityPolicy | None = None,
+        endpoint_access_mode: EndpointAccessMode | None = None,
         **kwargs,
     ) -> RestApi:
         raise NotImplementedError
diff --git a/localstack-core/localstack/aws/api/cloudformation/__init__.py b/localstack-core/localstack/aws/api/cloudformation/__init__.py
index a3cbbf4b104e7..6888630444021 100644
--- a/localstack-core/localstack/aws/api/cloudformation/__init__.py
+++ b/localstack-core/localstack/aws/api/cloudformation/__init__.py
@@ -43,6 +43,7 @@
 ExecutionStatusReason = str
 ExportName = str
 ExportValue = str
+FailedEventsFilter = bool
 FailedStackInstancesCount = int
 FailureToleranceCount = int
 FailureTolerancePercentage = int
@@ -86,6 +87,7 @@
 NoEcho = bool
 NotificationARN = str
 NumberOfResources = int
+OperationId = str
 OperationResultFilterValues = str
 OptionalSecureUrl = str
 OrganizationalUnitId = str
@@ -96,6 +98,7 @@
 ParameterValue = str
 PercentageCompleted = float
 PhysicalResourceId = str
+PreviousDeploymentContext = str
 PrivateTypeArn = str
 Properties = str
 PropertyDescription = str
@@ -114,6 +117,8 @@
 RemediationMessageStatusMessage = str
 RequestToken = str
 RequiredProperty = bool
+ResourceDriftActualValue = str
+ResourceDriftPreviousValue = str
 ResourceIdentifier = str
 ResourceIdentifierPropertyKey = str
 ResourceIdentifierPropertyValue = str
@@ -192,6 +197,9 @@
 Url = str
 UsePreviousTemplate = bool
 UsePreviousValue = bool
+ValidationName = str
+ValidationPath = str
+ValidationStatusReason = str
 Value = str
 Version = str
 
@@ -209,6 +217,10 @@ class AccountGateStatus(StrEnum):
     SKIPPED = "SKIPPED"
 
 
+class AfterValueFrom(StrEnum):
+    TEMPLATE = "TEMPLATE"
+
+
 class AnnotationSeverityLevel(StrEnum):
     INFORMATIONAL = "INFORMATIONAL"
     LOW = "LOW"
@@ -227,6 +239,18 @@ class AttributeChangeType(StrEnum):
     Add = "Add"
     Remove = "Remove"
     Modify = "Modify"
+    SyncWithActual = "SyncWithActual"
+
+
+class BeaconStackOperationStatus(StrEnum):
+    IN_PROGRESS = "IN_PROGRESS"
+    SUCCEEDED = "SUCCEEDED"
+    FAILED = "FAILED"
+
+
+class BeforeValueFrom(StrEnum):
+    PREVIOUS_DEPLOYMENT_STATE = "PREVIOUS_DEPLOYMENT_STATE"
+    ACTUAL_STATE = "ACTUAL_STATE"
 
 
 class CallAs(StrEnum):
@@ -253,6 +277,7 @@ class ChangeAction(StrEnum):
     Remove = "Remove"
     Import = "Import"
     Dynamic = "Dynamic"
+    SyncWithActual = "SyncWithActual"
 
 
 class ChangeSetHooksStatus(StrEnum):
@@ -284,6 +309,7 @@ class ChangeSource(StrEnum):
     ResourceAttribute = "ResourceAttribute"
     DirectModification = "DirectModification"
     Automatic = "Automatic"
+    NoModification = "NoModification"
 
 
 class ChangeType(StrEnum):
@@ -300,6 +326,10 @@ class DeletionMode(StrEnum):
     FORCE_DELETE_STACK = "FORCE_DELETE_STACK"
 
 
+class DeploymentMode(StrEnum):
+    REVERT_DRIFT = "REVERT_DRIFT"
+
+
 class DeprecatedStatus(StrEnum):
     LIVE = "LIVE"
     DEPRECATED = "DEPRECATED"
@@ -316,11 +346,24 @@ class DifferenceType(StrEnum):
     NOT_EQUAL = "NOT_EQUAL"
 
 
+class DriftIgnoredReason(StrEnum):
+    MANAGED_BY_AWS = "MANAGED_BY_AWS"
+    WRITE_ONLY_PROPERTY = "WRITE_ONLY_PROPERTY"
+
+
 class EvaluationType(StrEnum):
     Static = "Static"
     Dynamic = "Dynamic"
 
 
+class EventType(StrEnum):
+    STACK_EVENT = "STACK_EVENT"
+    PROGRESS_EVENT = "PROGRESS_EVENT"
+    VALIDATION_ERROR = "VALIDATION_ERROR"
+    PROVISIONING_ERROR = "PROVISIONING_ERROR"
+    HOOK_INVOCATION_ERROR = "HOOK_INVOCATION_ERROR"
+
+
 class ExecutionStatus(StrEnum):
     UNAVAILABLE = "UNAVAILABLE"
     AVAILABLE = "AVAILABLE"
@@ -443,6 +486,15 @@ class OperationStatus(StrEnum):
     FAILED = "FAILED"
 
 
+class OperationType(StrEnum):
+    CREATE_STACK = "CREATE_STACK"
+    UPDATE_STACK = "UPDATE_STACK"
+    DELETE_STACK = "DELETE_STACK"
+    CONTINUE_ROLLBACK = "CONTINUE_ROLLBACK"
+    ROLLBACK = "ROLLBACK"
+    CREATE_CHANGESET = "CREATE_CHANGESET"
+
+
 class OrganizationStatus(StrEnum):
     ENABLED = "ENABLED"
     DISABLED = "DISABLED"
@@ -639,6 +691,7 @@ class StackResourceDriftStatus(StrEnum):
     DELETED = "DELETED"
     NOT_CHECKED = "NOT_CHECKED"
     UNKNOWN = "UNKNOWN"
+    UNSUPPORTED = "UNSUPPORTED"
 
 
 class StackSetDriftDetectionStatus(StrEnum):
@@ -733,6 +786,11 @@ class TypeTestsStatus(StrEnum):
     NOT_TESTED = "NOT_TESTED"
 
 
+class ValidationStatus(StrEnum):
+    FAILED = "FAILED"
+    SKIPPED = "SKIPPED"
+
+
 class VersionBump(StrEnum):
     MAJOR = "MAJOR"
     MINOR = "MINOR"
@@ -985,11 +1043,13 @@ class Annotation(TypedDict, total=False):
 
 
 AnnotationList = list[Annotation]
+StackSetARNList = list[StackSetARN]
 
 
 class AutoDeployment(TypedDict, total=False):
     Enabled: AutoDeploymentNullable | None
     RetainStacksOnAccountRemoval: RetainStacksOnAccountRemovalNullable | None
+    DependsOn: StackSetARNList | None
 
 
 class TypeConfigurationIdentifier(TypedDict, total=False):
@@ -1050,6 +1110,12 @@ class ModuleInfo(TypedDict, total=False):
     LogicalIdHierarchy: LogicalIdHierarchy | None
 
 
+class LiveResourceDrift(TypedDict, total=False):
+    PreviousValue: ResourceDriftPreviousValue | None
+    ActualValue: ResourceDriftActualValue | None
+    DriftDetectionTimestamp: Timestamp | None
+
+
 class ResourceTargetDefinition(TypedDict, total=False):
     Attribute: ResourceAttribute | None
     Name: PropertyName | None
@@ -1057,6 +1123,9 @@ class ResourceTargetDefinition(TypedDict, total=False):
     Path: ResourcePropertyPath | None
     BeforeValue: BeforeValue | None
     AfterValue: AfterValue | None
+    BeforeValueFrom: BeforeValueFrom | None
+    AfterValueFrom: AfterValueFrom | None
+    Drift: LiveResourceDrift | None
     AttributeChangeType: AttributeChangeType | None
 
 
@@ -1068,6 +1137,14 @@ class ResourceChangeDetail(TypedDict, total=False):
 
 
 ResourceChangeDetails = list[ResourceChangeDetail]
+
+
+class ResourceDriftIgnoredAttribute(TypedDict, total=False):
+    Path: ResourcePropertyPath | None
+    Reason: DriftIgnoredReason | None
+
+
+ResourceDriftIgnoredAttributes = list[ResourceDriftIgnoredAttribute]
 Scope = list[ResourceAttribute]
 
 
@@ -1079,11 +1156,14 @@ class ResourceChange(TypedDict, total=False):
     ResourceType: ResourceType | None
     Replacement: Replacement | None
     Scope: Scope | None
+    ResourceDriftStatus: StackResourceDriftStatus | None
+    ResourceDriftIgnoredAttributes: ResourceDriftIgnoredAttributes | None
     Details: ResourceChangeDetails | None
     ChangeSetId: ChangeSetId | None
     ModuleInfo: ModuleInfo | None
     BeforeContext: BeforeContext | None
     AfterContext: AfterContext | None
+    PreviousDeploymentContext: PreviousDeploymentContext | None
 
 
 class Change(TypedDict, total=False):
@@ -1215,6 +1295,7 @@ class CreateChangeSetInput(ServiceRequest):
     IncludeNestedStacks: IncludeNestedStacks | None
     OnStackFailure: OnStackFailure | None
     ImportExistingResources: ImportExistingResources | None
+    DeploymentMode: DeploymentMode | None
 
 
 class CreateChangeSetOutput(TypedDict, total=False):
@@ -1308,6 +1389,7 @@ class CreateStackInstancesOutput(TypedDict, total=False):
 
 class CreateStackOutput(TypedDict, total=False):
     StackId: StackId | None
+    OperationId: OperationId | None
 
 
 class StackDefinition(TypedDict, total=False):
@@ -1493,6 +1575,7 @@ class DescribeChangeSetOutput(TypedDict, total=False):
     ExecutionStatus: ExecutionStatus | None
     Status: ChangeSetStatus | None
     StatusReason: ChangeSetStatusReason | None
+    StackDriftStatus: StackDriftStatus | None
     NotificationARNs: NotificationARNs | None
     RollbackConfiguration: RollbackConfiguration | None
     Capabilities: Capabilities | None
@@ -1504,6 +1587,57 @@ class DescribeChangeSetOutput(TypedDict, total=False):
     RootChangeSetId: ChangeSetId | None
     OnStackFailure: OnStackFailure | None
     ImportExistingResources: ImportExistingResources | None
+    DeploymentMode: DeploymentMode | None
+
+
+class EventFilter(TypedDict, total=False):
+    FailedEvents: FailedEventsFilter | None
+
+
+class DescribeEventsInput(ServiceRequest):
+    StackName: StackNameOrId | None
+    ChangeSetName: ChangeSetNameOrId | None
+    OperationId: OperationId | None
+    Filters: EventFilter | None
+    NextToken: NextToken | None
+
+
+class OperationEvent(TypedDict, total=False):
+    EventId: EventId | None
+    StackId: StackId | None
+    OperationId: OperationId | None
+    OperationType: OperationType | None
+    OperationStatus: BeaconStackOperationStatus | None
+    EventType: EventType | None
+    LogicalResourceId: LogicalResourceId | None
+    PhysicalResourceId: PhysicalResourceId | None
+    ResourceType: ResourceType | None
+    Timestamp: Timestamp | None
+    StartTime: Timestamp | None
+    EndTime: Timestamp | None
+    ResourceStatus: ResourceStatus | None
+    ResourceStatusReason: ResourceStatusReason | None
+    ResourceProperties: ResourceProperties | None
+    ClientRequestToken: ClientRequestToken | None
+    HookType: HookType | None
+    HookStatus: HookStatus | None
+    HookStatusReason: HookStatusReason | None
+    HookInvocationPoint: HookInvocationPoint | None
+    HookFailureMode: HookFailureMode | None
+    DetailedStatus: DetailedStatus | None
+    ValidationFailureMode: HookFailureMode | None
+    ValidationName: ValidationName | None
+    ValidationStatus: ValidationStatus | None
+    ValidationStatusReason: ValidationStatusReason | None
+    ValidationPath: ValidationPath | None
+
+
+OperationEvents = list[OperationEvent]
+
+
+class DescribeEventsOutput(TypedDict, total=False):
+    OperationEvents: OperationEvents | None
+    NextToken: NextToken | None
 
 
 class DescribeGeneratedTemplateInput(ServiceRequest):
@@ -1632,6 +1766,7 @@ class StackEvent(TypedDict, total=False):
     StackId: StackId
     EventId: EventId
     StackName: StackName
+    OperationId: OperationId | None
     LogicalResourceId: LogicalResourceId | None
     PhysicalResourceId: PhysicalResourceId | None
     ResourceType: ResourceType | None
@@ -1887,6 +2022,14 @@ class DescribeStacksInput(ServiceRequest):
     NextToken: NextToken | None
 
 
+class OperationEntry(TypedDict, total=False):
+    OperationType: OperationType | None
+    OperationId: OperationId | None
+
+
+LastOperations = list[OperationEntry]
+
+
 class StackDriftInformation(TypedDict, total=False):
     StackDriftStatus: StackDriftStatus
     LastCheckTimestamp: Timestamp | None
@@ -1928,6 +2071,7 @@ class Stack(TypedDict, total=False):
     RetainExceptOnCreate: RetainExceptOnCreate | None
     DeletionMode: DeletionMode | None
     DetailedStatus: DetailedStatus | None
+    LastOperations: LastOperations | None
 
 
 Stacks = list[Stack]
@@ -2653,6 +2797,7 @@ class StackSummary(TypedDict, total=False):
     ParentId: StackId | None
     RootId: StackId | None
     DriftInformation: StackDriftInformationSummary | None
+    LastOperations: LastOperations | None
 
 
 StackSummaries = list[StackSummary]
@@ -2805,6 +2950,7 @@ class RollbackStackInput(ServiceRequest):
 
 class RollbackStackOutput(TypedDict, total=False):
     StackId: StackId | None
+    OperationId: OperationId | None
 
 
 class SetStackPolicyInput(ServiceRequest):
@@ -2935,6 +3081,7 @@ class UpdateStackInstancesOutput(TypedDict, total=False):
 
 class UpdateStackOutput(TypedDict, total=False):
     StackId: StackId | None
+    OperationId: OperationId | None
 
 
 class UpdateStackSetInput(ServiceRequest):
@@ -3055,6 +3202,7 @@ def create_change_set(
         include_nested_stacks: IncludeNestedStacks | None = None,
         on_stack_failure: OnStackFailure | None = None,
         import_existing_resources: ImportExistingResources | None = None,
+        deployment_mode: DeploymentMode | None = None,
         **kwargs,
     ) -> CreateChangeSetOutput:
         raise NotImplementedError
@@ -3251,6 +3399,19 @@ def describe_change_set_hooks(
     ) -> DescribeChangeSetHooksOutput:
         raise NotImplementedError
 
+    @handler("DescribeEvents")
+    def describe_events(
+        self,
+        context: RequestContext,
+        stack_name: StackNameOrId | None = None,
+        change_set_name: ChangeSetNameOrId | None = None,
+        operation_id: OperationId | None = None,
+        filters: EventFilter | None = None,
+        next_token: NextToken | None = None,
+        **kwargs,
+    ) -> DescribeEventsOutput:
+        raise NotImplementedError
+
     @handler("DescribeGeneratedTemplate")
     def describe_generated_template(
         self, context: RequestContext, generated_template_name: GeneratedTemplateName, **kwargs
diff --git a/localstack-core/localstack/aws/api/ec2/__init__.py b/localstack-core/localstack/aws/api/ec2/__init__.py
index 74748a06056f8..9e8a98e8a6453 100644
--- a/localstack-core/localstack/aws/api/ec2/__init__.py
+++ b/localstack-core/localstack/aws/api/ec2/__init__.py
@@ -92,6 +92,7 @@
 DescribeImageUsageReportsMaxResults = int
 DescribeInstanceCreditSpecificationsMaxResults = int
 DescribeInstanceImageMetadataMaxResults = int
+DescribeInstanceSqlHaStatesRequestMaxResultsInteger = int
 DescribeInstanceTopologyMaxResults = int
 DescribeInternetGatewaysMaxResults = int
 DescribeIpamByoasnMaxResults = int
@@ -127,6 +128,7 @@
 DescribeVpcBlockPublicAccessExclusionsMaxResults = int
 DescribeVpcClassicLinkDnsSupportMaxResults = int
 DescribeVpcClassicLinkDnsSupportNextToken = str
+DescribeVpcEncryptionControlsMaxResults = int
 DescribeVpcPeeringConnectionsMaxResults = int
 DescribeVpcsMaxResults = int
 DhcpOptionsId = str
@@ -166,6 +168,7 @@
 GetSecurityGroupsForVpcRequestMaxResults = int
 GetSubnetCidrReservationsMaxResults = int
 GetVerifiedAccessEndpointTargetsMaxResults = int
+GetVpcResourcesBlockingEncryptionEnforcementMaxResults = int
 GpuDeviceCount = int
 GpuDeviceManufacturerName = str
 GpuDeviceMemorySize = int
@@ -210,6 +213,7 @@
 IpamId = str
 IpamMaxResults = int
 IpamNetmaskLength = int
+IpamPolicyId = str
 IpamPoolAllocationId = str
 IpamPoolCidrId = str
 IpamPoolId = str
@@ -337,6 +341,7 @@
 S3StorageUploadPolicy = str
 S3StorageUploadPolicySignature = str
 ScheduledInstanceId = str
+SecretArn = str
 SecurityGroupId = str
 SecurityGroupName = str
 SecurityGroupRuleId = str
@@ -372,6 +377,7 @@
 TransitGatewayConnectPeerId = str
 TransitGatewayId = str
 TransitGatewayMaxResults = int
+TransitGatewayMeteringPolicyId = str
 TransitGatewayMulticastDomainId = str
 TransitGatewayPolicyTableId = str
 TransitGatewayRouteTableAnnouncementId = str
@@ -395,6 +401,7 @@
 VpcId = str
 VpcPeeringConnectionId = str
 VpcPeeringConnectionIdWithResolver = str
+VpnConcentratorId = str
 VpnConnectionDeviceSampleConfiguration = str
 VpnConnectionDeviceTypeId = str
 VpnConnectionId = str
@@ -601,6 +608,21 @@ class AutoPlacement(StrEnum):
     off = "off"
 
 
+class AutoProvisionZonesState(StrEnum):
+    enabled = "enabled"
+    disabled = "disabled"
+
+
+class AutoScalingIpsState(StrEnum):
+    enabled = "enabled"
+    disabled = "disabled"
+
+
+class AvailabilityMode(StrEnum):
+    zonal = "zonal"
+    regional = "regional"
+
+
 class AvailabilityZoneOptInStatus(StrEnum):
     opt_in_not_required = "opt-in-not-required"
     opted_in = "opted-in"
@@ -680,8 +702,10 @@ class ByoipCidrState(StrEnum):
     deprovisioned = "deprovisioned"
     failed_deprovision = "failed-deprovision"
     failed_provision = "failed-provision"
+    pending_advertising = "pending-advertising"
     pending_deprovision = "pending-deprovision"
     pending_provision = "pending-provision"
+    pending_withdrawal = "pending-withdrawal"
     provisioned = "provisioned"
     provisioned_not_publicly_advertisable = "provisioned-not-publicly-advertisable"
 
@@ -1075,6 +1099,18 @@ class EnaSupport(StrEnum):
     required = "required"
 
 
+class EncryptionStateValue(StrEnum):
+    enabling = "enabling"
+    enabled = "enabled"
+    disabling = "disabling"
+    disabled = "disabled"
+
+
+class EncryptionSupportOptionValue(StrEnum):
+    enable = "enable"
+    disable = "disable"
+
+
 class EndDateType(StrEnum):
     unlimited = "unlimited"
     limited = "limited"
@@ -1239,6 +1275,7 @@ class FlowLogsResourceType(StrEnum):
     NetworkInterface = "NetworkInterface"
     TransitGateway = "TransitGateway"
     TransitGatewayAttachment = "TransitGatewayAttachment"
+    RegionalNatGateway = "RegionalNatGateway"
 
 
 class FpgaImageAttributeName(StrEnum):
@@ -1286,6 +1323,13 @@ class GroupBy(StrEnum):
     reservation_unused_financial_owner = "reservation-unused-financial-owner"
 
 
+class HaStatus(StrEnum):
+    processing = "processing"
+    active = "active"
+    standby = "standby"
+    invalid = "invalid"
+
+
 class HostMaintenance(StrEnum):
     on = "on"
     off = "off"
@@ -1466,6 +1510,7 @@ class InstanceLifecycleType(StrEnum):
     spot = "spot"
     scheduled = "scheduled"
     capacity_block = "capacity-block"
+    interruptible_capacity_reservation = "interruptible-capacity-reservation"
 
 
 class InstanceMatchCriteria(StrEnum):
@@ -2626,6 +2671,19 @@ class InternetGatewayExclusionMode(StrEnum):
     allow_egress = "allow-egress"
 
 
+class InterruptibleCapacityReservationAllocationStatus(StrEnum):
+    pending = "pending"
+    active = "active"
+    updating = "updating"
+    canceling = "canceling"
+    canceled = "canceled"
+    failed = "failed"
+
+
+class InterruptionType(StrEnum):
+    adhoc = "adhoc"
+
+
 class IpAddressType(StrEnum):
     ipv4 = "ipv4"
     dualstack = "dualstack"
@@ -2695,6 +2753,33 @@ class IpamOverlapStatus(StrEnum):
     ignored = "ignored"
 
 
+class IpamPolicyManagedBy(StrEnum):
+    account = "account"
+    delegated_administrator_for_ipam = "delegated-administrator-for-ipam"
+
+
+class IpamPolicyResourceType(StrEnum):
+    alb = "alb"
+    eip = "eip"
+    rds = "rds"
+    rnat = "rnat"
+
+
+class IpamPolicyState(StrEnum):
+    create_in_progress = "create-in-progress"
+    create_complete = "create-complete"
+    create_failed = "create-failed"
+    modify_in_progress = "modify-in-progress"
+    modify_complete = "modify-complete"
+    modify_failed = "modify-failed"
+    delete_in_progress = "delete-in-progress"
+    delete_complete = "delete-complete"
+    delete_failed = "delete-failed"
+    isolate_in_progress = "isolate-in-progress"
+    isolate_complete = "isolate-complete"
+    restore_in_progress = "restore-in-progress"
+
+
 class IpamPoolAllocationResourceType(StrEnum):
     ipam_pool = "ipam-pool"
     vpc = "vpc"
@@ -2702,10 +2787,12 @@ class IpamPoolAllocationResourceType(StrEnum):
     custom = "custom"
     subnet = "subnet"
     eip = "eip"
+    anycast_ip_list = "anycast-ip-list"
 
 
 class IpamPoolAwsService(StrEnum):
     ec2 = "ec2"
+    global_services = "global-services"
 
 
 class IpamPoolCidrFailureCode(StrEnum):
@@ -2813,6 +2900,7 @@ class IpamPublicAddressAwsService(StrEnum):
     site_to_site_vpn = "site-to-site-vpn"
     load_balancer = "load-balancer"
     global_accelerator = "global-accelerator"
+    cloudfront = "cloudfront"
     other = "other"
 
 
@@ -2823,6 +2911,7 @@ class IpamPublicAddressType(StrEnum):
     amazon_owned_contig = "amazon-owned-contig"
     byoip = "byoip"
     ec2_public_ip = "ec2-public-ip"
+    anycast_ip_list_ip = "anycast-ip-list-ip"
 
 
 class IpamResourceCidrIpSource(StrEnum):
@@ -2865,6 +2954,7 @@ class IpamResourceType(StrEnum):
     public_ipv4_pool = "public-ipv4-pool"
     ipv6_pool = "ipv6-pool"
     eni = "eni"
+    anycast_ip_list = "anycast-ip-list"
 
 
 class IpamScopeExternalAuthorityType(StrEnum):
@@ -3078,6 +3168,7 @@ class ManagedBy(StrEnum):
 class MarketType(StrEnum):
     spot = "spot"
     capacity_block = "capacity-block"
+    interruptible_capacity_reservation = "interruptible-capacity-reservation"
 
 
 class MembershipType(StrEnum):
@@ -3535,6 +3626,7 @@ class ResourceType(StrEnum):
     transit_gateway_connect_peer = "transit-gateway-connect-peer"
     transit_gateway_multicast_domain = "transit-gateway-multicast-domain"
     transit_gateway_policy_table = "transit-gateway-policy-table"
+    transit_gateway_metering_policy = "transit-gateway-metering-policy"
     transit_gateway_route_table = "transit-gateway-route-table"
     transit_gateway_route_table_announcement = "transit-gateway-route-table-announcement"
     volume = "volume"
@@ -3557,6 +3649,7 @@ class ResourceType(StrEnum):
     verified_access_trust_provider = "verified-access-trust-provider"
     vpn_connection_device_type = "vpn-connection-device-type"
     vpc_block_public_access_exclusion = "vpc-block-public-access-exclusion"
+    vpc_encryption_control = "vpc-encryption-control"
     route_server = "route-server"
     route_server_endpoint = "route-server-endpoint"
     route_server_peer = "route-server-peer"
@@ -3568,8 +3661,10 @@ class ResourceType(StrEnum):
     capacity_block = "capacity-block"
     mac_modification_task = "mac-modification-task"
     ipam_prefix_list_resolver = "ipam-prefix-list-resolver"
+    ipam_policy = "ipam-policy"
     ipam_prefix_list_resolver_target = "ipam-prefix-list-resolver-target"
     capacity_manager_data_export = "capacity-manager-data-export"
+    vpn_concentrator = "vpn-concentrator"
 
 
 class RootDeviceType(StrEnum):
@@ -3727,6 +3822,7 @@ class ServiceManaged(StrEnum):
     alb = "alb"
     nlb = "nlb"
     rnat = "rnat"
+    rds = "rds"
 
 
 class ServiceState(StrEnum):
@@ -3813,6 +3909,11 @@ class SpreadLevel(StrEnum):
     rack = "rack"
 
 
+class SqlServerLicenseUsage(StrEnum):
+    full = "full"
+    waived = "waived"
+
+
 class State(StrEnum):
     PendingAcceptance = "PendingAcceptance"
     Pending = "Pending"
@@ -3992,6 +4093,7 @@ class TransitGatewayAssociationState(StrEnum):
 class TransitGatewayAttachmentResourceType(StrEnum):
     vpc = "vpc"
     vpn = "vpn"
+    vpn_concentrator = "vpn-concentrator"
     direct_connect_gateway = "direct-connect-gateway"
     connect = "connect"
     peering = "peering"
@@ -4022,6 +4124,25 @@ class TransitGatewayConnectPeerState(StrEnum):
     deleted = "deleted"
 
 
+class TransitGatewayMeteringPayerType(StrEnum):
+    source_attachment_owner = "source-attachment-owner"
+    destination_attachment_owner = "destination-attachment-owner"
+    transit_gateway_owner = "transit-gateway-owner"
+
+
+class TransitGatewayMeteringPolicyEntryState(StrEnum):
+    available = "available"
+    deleted = "deleted"
+
+
+class TransitGatewayMeteringPolicyState(StrEnum):
+    available = "available"
+    deleted = "deleted"
+    pending = "pending"
+    modifying = "modifying"
+    deleting = "deleting"
+
+
 class TransitGatewayMulitcastDomainAssociationState(StrEnum):
     pendingAcceptance = "pendingAcceptance"
     associating = "associating"
@@ -4280,6 +4401,11 @@ class VpcEncryptionControlExclusionState(StrEnum):
     disabled = "disabled"
 
 
+class VpcEncryptionControlExclusionStateInput(StrEnum):
+    enable = "enable"
+    disable = "disable"
+
+
 class VpcEncryptionControlMode(StrEnum):
     monitor = "monitor"
     enforce = "enforce"
@@ -4326,6 +4452,10 @@ class VpcTenancy(StrEnum):
     default = "default"
 
 
+class VpnConcentratorType(StrEnum):
+    ipsec_1 = "ipsec.1"
+
+
 class VpnEcmpSupportValue(StrEnum):
     enable = "enable"
     disable = "disable"
@@ -5095,6 +5225,7 @@ class ByoipCidr(TypedDict, total=False):
     StatusMessage: String | None
     State: ByoipCidrState | None
     NetworkBorderGroup: String | None
+    AdvertisementType: String | None
 
 
 class AdvertiseByoipCidrResult(TypedDict, total=False):
@@ -5294,6 +5425,8 @@ class NatGatewayAddress(TypedDict, total=False):
     IsPrimary: Boolean | None
     FailureMessage: String | None
     Status: NatGatewayAddressStatus | None
+    AvailabilityZone: AvailabilityZoneName | None
+    AvailabilityZoneId: AvailabilityZoneId | None
 
 
 NatGatewayAddressList = list[NatGatewayAddress]
@@ -5477,6 +5610,8 @@ class AssociateNatGatewayAddressRequest(ServiceRequest):
     AllocationIds: AllocationIdList
     PrivateIpAddresses: IpList | None
     DryRun: Boolean | None
+    AvailabilityZone: AvailabilityZoneName | None
+    AvailabilityZoneId: AvailabilityZoneId | None
 
 
 class AssociateNatGatewayAddressResult(TypedDict, total=False):
@@ -6051,6 +6186,13 @@ class AvailabilityZone(TypedDict, total=False):
     State: AvailabilityZoneState | None
 
 
+class AvailabilityZoneAddress(TypedDict, total=False):
+    AvailabilityZone: AvailabilityZoneName | None
+    AvailabilityZoneId: AvailabilityZoneId | None
+    AllocationIds: AllocationIdList | None
+
+
+AvailabilityZoneAddresses = list[AvailabilityZoneAddress]
 AvailabilityZoneIdStringList = list[String]
 AvailabilityZoneList = list[AvailabilityZone]
 AvailabilityZoneStringList = list[String]
@@ -6575,6 +6717,19 @@ class CapacityManagerDimension(TypedDict, total=False):
     ReservationUnusedFinancialOwner: String | None
 
 
+class InterruptionInfo(TypedDict, total=False):
+    SourceCapacityReservationId: String | None
+    InterruptionType: InterruptionType | None
+
+
+class InterruptibleCapacityAllocation(TypedDict, total=False):
+    InstanceCount: Integer | None
+    TargetInstanceCount: Integer | None
+    Status: InterruptibleCapacityReservationAllocationStatus | None
+    InterruptibleCapacityReservationId: String | None
+    InterruptionType: InterruptionType | None
+
+
 class CapacityReservationCommitmentInfo(TypedDict, total=False):
     CommittedInstanceCount: Integer | None
     CommitmentEndDate: MillisecondDateTime | None
@@ -6609,6 +6764,9 @@ class CapacityReservation(TypedDict, total=False):
     CommitmentInfo: CapacityReservationCommitmentInfo | None
     DeliveryPreference: CapacityReservationDeliveryPreference | None
     CapacityBlockId: CapacityBlockId | None
+    Interruptible: BoxedBoolean | None
+    InterruptibleCapacityAllocation: InterruptibleCapacityAllocation | None
+    InterruptionInfo: InterruptionInfo | None
 
 
 class CapacityReservationInfo(TypedDict, total=False):
@@ -6961,12 +7119,18 @@ class CloudWatchLogOptions(TypedDict, total=False):
     LogEnabled: Boolean | None
     LogGroupArn: String | None
     LogOutputFormat: String | None
+    BgpLogEnabled: Boolean | None
+    BgpLogGroupArn: String | None
+    BgpLogOutputFormat: String | None
 
 
 class CloudWatchLogOptionsSpecification(TypedDict, total=False):
     LogEnabled: Boolean | None
     LogGroupArn: CloudWatchLogGroupArn | None
     LogOutputFormat: String | None
+    BgpLogEnabled: Boolean | None
+    BgpLogGroupArn: CloudWatchLogGroupArn | None
+    BgpLogOutputFormat: String | None
 
 
 class CoipAddressUsage(TypedDict, total=False):
@@ -8161,6 +8325,21 @@ class CreateInternetGatewayResult(TypedDict, total=False):
     InternetGateway: InternetGateway | None
 
 
+class CreateInterruptibleCapacityReservationAllocationRequest(ServiceRequest):
+    CapacityReservationId: CapacityReservationId
+    InstanceCount: Integer
+    ClientToken: String | None
+    DryRun: Boolean | None
+    TagSpecifications: TagSpecificationList | None
+
+
+class CreateInterruptibleCapacityReservationAllocationResult(TypedDict, total=False):
+    SourceCapacityReservationId: CapacityReservationId | None
+    TargetInstanceCount: Integer | None
+    Status: InterruptibleCapacityReservationAllocationStatus | None
+    InterruptionType: InterruptionType | None
+
+
 class CreateIpamExternalResourceVerificationTokenRequest(ServiceRequest):
     DryRun: Boolean | None
     IpamId: IpamId
@@ -8186,6 +8365,28 @@ class CreateIpamExternalResourceVerificationTokenResult(TypedDict, total=False):
     IpamExternalResourceVerificationToken: IpamExternalResourceVerificationToken | None
 
 
+class CreateIpamPolicyRequest(ServiceRequest):
+    DryRun: Boolean | None
+    TagSpecifications: TagSpecificationList | None
+    ClientToken: String | None
+    IpamId: IpamId
+
+
+class IpamPolicy(TypedDict, total=False):
+    OwnerId: String | None
+    IpamPolicyId: IpamPolicyId | None
+    IpamPolicyArn: ResourceArn | None
+    IpamPolicyRegion: String | None
+    State: IpamPolicyState | None
+    StateMessage: String | None
+    Tags: TagList | None
+    IpamId: IpamId | None
+
+
+class CreateIpamPolicyResult(TypedDict, total=False):
+    IpamPolicy: IpamPolicy | None
+
+
 class IpamPoolSourceResourceRequest(TypedDict, total=False):
     ResourceId: String | None
     ResourceType: IpamPoolSourceResourceType | None
@@ -9233,10 +9434,13 @@ class CreateManagedPrefixListResult(TypedDict, total=False):
 
 
 class CreateNatGatewayRequest(ServiceRequest):
+    AvailabilityMode: AvailabilityMode | None
     AllocationId: AllocationId | None
     ClientToken: String | None
     DryRun: Boolean | None
-    SubnetId: SubnetId
+    SubnetId: SubnetId | None
+    VpcId: VpcId | None
+    AvailabilityZoneAddresses: AvailabilityZoneAddresses | None
     TagSpecifications: TagSpecificationList | None
     ConnectivityType: ConnectivityType | None
     PrivateIpAddress: String | None
@@ -9266,6 +9470,10 @@ class NatGateway(TypedDict, total=False):
     VpcId: String | None
     Tags: TagList | None
     ConnectivityType: ConnectivityType | None
+    AvailabilityMode: AvailabilityMode | None
+    AutoScalingIps: AutoScalingIpsState | None
+    AutoProvisionZones: AutoProvisionZonesState | None
+    RouteTableId: String | None
 
 
 class CreateNatGatewayResult(TypedDict, total=False):
@@ -10212,6 +10420,70 @@ class CreateTransitGatewayConnectResult(TypedDict, total=False):
     TransitGatewayConnect: TransitGatewayConnect | None
 
 
+class CreateTransitGatewayMeteringPolicyEntryRequest(ServiceRequest):
+    TransitGatewayMeteringPolicyId: TransitGatewayMeteringPolicyId
+    PolicyRuleNumber: Integer
+    SourceTransitGatewayAttachmentId: TransitGatewayAttachmentId | None
+    SourceTransitGatewayAttachmentType: TransitGatewayAttachmentResourceType | None
+    SourceCidrBlock: String | None
+    SourcePortRange: String | None
+    DestinationTransitGatewayAttachmentId: TransitGatewayAttachmentId | None
+    DestinationTransitGatewayAttachmentType: TransitGatewayAttachmentResourceType | None
+    DestinationCidrBlock: String | None
+    DestinationPortRange: String | None
+    Protocol: String | None
+    MeteredAccount: TransitGatewayMeteringPayerType
+    DryRun: Boolean | None
+
+
+class TransitGatewayMeteringPolicyRule(TypedDict, total=False):
+    SourceTransitGatewayAttachmentId: TransitGatewayAttachmentId | None
+    SourceTransitGatewayAttachmentType: TransitGatewayAttachmentResourceType | None
+    SourceCidrBlock: String | None
+    SourcePortRange: String | None
+    DestinationTransitGatewayAttachmentId: TransitGatewayAttachmentId | None
+    DestinationTransitGatewayAttachmentType: TransitGatewayAttachmentResourceType | None
+    DestinationCidrBlock: String | None
+    DestinationPortRange: String | None
+    Protocol: String | None
+
+
+class TransitGatewayMeteringPolicyEntry(TypedDict, total=False):
+    PolicyRuleNumber: String | None
+    MeteredAccount: TransitGatewayMeteringPayerType | None
+    State: TransitGatewayMeteringPolicyEntryState | None
+    UpdatedAt: MillisecondDateTime | None
+    UpdateEffectiveAt: MillisecondDateTime | None
+    MeteringPolicyRule: TransitGatewayMeteringPolicyRule | None
+
+
+class CreateTransitGatewayMeteringPolicyEntryResult(TypedDict, total=False):
+    TransitGatewayMeteringPolicyEntry: TransitGatewayMeteringPolicyEntry | None
+
+
+TransitGatewayAttachmentIdStringList = list[TransitGatewayAttachmentId]
+
+
+class CreateTransitGatewayMeteringPolicyRequest(ServiceRequest):
+    TransitGatewayId: TransitGatewayId
+    MiddleboxAttachmentIds: TransitGatewayAttachmentIdStringList | None
+    TagSpecifications: TagSpecificationList | None
+    DryRun: Boolean | None
+
+
+class TransitGatewayMeteringPolicy(TypedDict, total=False):
+    TransitGatewayMeteringPolicyId: TransitGatewayMeteringPolicyId | None
+    TransitGatewayId: TransitGatewayId | None
+    MiddleboxAttachmentIds: ValueStringList | None
+    State: TransitGatewayMeteringPolicyState | None
+    UpdateEffectiveAt: MillisecondDateTime | None
+    Tags: TagList | None
+
+
+class CreateTransitGatewayMeteringPolicyResult(TypedDict, total=False):
+    TransitGatewayMeteringPolicy: TransitGatewayMeteringPolicy | None
+
+
 class CreateTransitGatewayMulticastDomainRequestOptions(TypedDict, total=False):
     Igmpv2Support: Igmpv2SupportValue | None
     StaticSourcesSupport: StaticSourcesSupportValue | None
@@ -10331,6 +10603,11 @@ class CreateTransitGatewayRequest(ServiceRequest):
     DryRun: Boolean | None
 
 
+class EncryptionSupport(TypedDict, total=False):
+    EncryptionState: EncryptionStateValue | None
+    StateMessage: String | None
+
+
 class TransitGatewayOptions(TypedDict, total=False):
     AmazonSideAsn: Long | None
     TransitGatewayCidrBlocks: ValueStringList | None
@@ -10343,6 +10620,7 @@ class TransitGatewayOptions(TypedDict, total=False):
     DnsSupport: DnsSupportValue | None
     SecurityGroupReferencingSupport: SecurityGroupReferencingSupportValue | None
     MulticastSupport: MulticastSupportValue | None
+    EncryptionSupport: EncryptionSupport | None
 
 
 class TransitGateway(TypedDict, total=False):
@@ -10741,6 +11019,16 @@ class CreateVpcBlockPublicAccessExclusionResult(TypedDict, total=False):
     VpcBlockPublicAccessExclusion: VpcBlockPublicAccessExclusion | None
 
 
+class CreateVpcEncryptionControlRequest(ServiceRequest):
+    DryRun: Boolean | None
+    VpcId: VpcId
+    TagSpecifications: TagSpecificationList | None
+
+
+class CreateVpcEncryptionControlResult(TypedDict, total=False):
+    VpcEncryptionControl: VpcEncryptionControl | None
+
+
 class CreateVpcEndpointConnectionNotificationRequest(ServiceRequest):
     DryRun: Boolean | None
     ServiceId: VpcEndpointServiceId | None
@@ -10942,6 +11230,18 @@ class CreateVpcPeeringConnectionResult(TypedDict, total=False):
     VpcPeeringConnection: VpcPeeringConnection | None
 
 
+class VpcEncryptionControlConfiguration(TypedDict, total=False):
+    Mode: VpcEncryptionControlMode
+    InternetGatewayExclusion: VpcEncryptionControlExclusionStateInput | None
+    EgressOnlyInternetGatewayExclusion: VpcEncryptionControlExclusionStateInput | None
+    NatGatewayExclusion: VpcEncryptionControlExclusionStateInput | None
+    VirtualPrivateGatewayExclusion: VpcEncryptionControlExclusionStateInput | None
+    VpcPeeringExclusion: VpcEncryptionControlExclusionStateInput | None
+    LambdaExclusion: VpcEncryptionControlExclusionStateInput | None
+    VpcLatticeExclusion: VpcEncryptionControlExclusionStateInput | None
+    ElasticFileSystemExclusion: VpcEncryptionControlExclusionStateInput | None
+
+
 class CreateVpcRequest(ServiceRequest):
     CidrBlock: String | None
     Ipv6Pool: Ipv6PoolEc2Id | None
@@ -10951,6 +11251,7 @@ class CreateVpcRequest(ServiceRequest):
     Ipv6IpamPoolId: IpamPoolId | None
     Ipv6NetmaskLength: NetmaskLength | None
     Ipv6CidrBlockNetworkBorderGroup: String | None
+    VpcEncryptionControl: VpcEncryptionControlConfiguration | None
     TagSpecifications: TagSpecificationList | None
     DryRun: Boolean | None
     InstanceTenancy: Tenancy | None
@@ -10961,6 +11262,26 @@ class CreateVpcResult(TypedDict, total=False):
     Vpc: Vpc | None
 
 
+class CreateVpnConcentratorRequest(ServiceRequest):
+    Type: VpnConcentratorType
+    TransitGatewayId: TransitGatewayId | None
+    TagSpecifications: TagSpecificationList | None
+    DryRun: Boolean | None
+
+
+class VpnConcentrator(TypedDict, total=False):
+    VpnConcentratorId: String | None
+    State: String | None
+    TransitGatewayId: String | None
+    TransitGatewayAttachmentId: String | None
+    Type: String | None
+    Tags: TagList | None
+
+
+class CreateVpnConcentratorResult(TypedDict, total=False):
+    VpnConcentrator: VpnConcentrator | None
+
+
 class VpnTunnelLogOptionsSpecification(TypedDict, total=False):
     CloudWatchLogOptions: CloudWatchLogOptionsSpecification | None
 
@@ -11059,6 +11380,7 @@ class CreateVpnConnectionRequest(ServiceRequest):
     Type: String
     VpnGatewayId: VpnGatewayId | None
     TransitGatewayId: TransitGatewayId | None
+    VpnConcentratorId: VpnConcentratorId | None
     TagSpecifications: TagSpecificationList | None
     PreSharedKeyStorage: String | None
     DryRun: Boolean | None
@@ -11183,6 +11505,7 @@ class VpnConnectionOptions(TypedDict, total=False):
 class VpnConnection(TypedDict, total=False):
     Category: String | None
     TransitGatewayId: String | None
+    VpnConcentratorId: String | None
     CoreNetworkArn: String | None
     CoreNetworkAttachmentArn: String | None
     GatewayAssociationState: GatewayAssociationState | None
@@ -11472,6 +11795,15 @@ class DeleteIpamExternalResourceVerificationTokenResult(TypedDict, total=False):
     IpamExternalResourceVerificationToken: IpamExternalResourceVerificationToken | None
 
 
+class DeleteIpamPolicyRequest(ServiceRequest):
+    DryRun: Boolean | None
+    IpamPolicyId: IpamPolicyId
+
+
+class DeleteIpamPolicyResult(TypedDict, total=False):
+    IpamPolicy: IpamPolicy | None
+
+
 class DeleteIpamPoolRequest(ServiceRequest):
     DryRun: Boolean | None
     IpamPoolId: IpamPoolId
@@ -11921,6 +12253,25 @@ class DeleteTransitGatewayConnectResult(TypedDict, total=False):
     TransitGatewayConnect: TransitGatewayConnect | None
 
 
+class DeleteTransitGatewayMeteringPolicyEntryRequest(ServiceRequest):
+    TransitGatewayMeteringPolicyId: TransitGatewayMeteringPolicyId
+    PolicyRuleNumber: Integer
+    DryRun: Boolean | None
+
+
+class DeleteTransitGatewayMeteringPolicyEntryResult(TypedDict, total=False):
+    TransitGatewayMeteringPolicyEntry: TransitGatewayMeteringPolicyEntry | None
+
+
+class DeleteTransitGatewayMeteringPolicyRequest(ServiceRequest):
+    TransitGatewayMeteringPolicyId: TransitGatewayMeteringPolicyId
+    DryRun: Boolean | None
+
+
+class DeleteTransitGatewayMeteringPolicyResult(TypedDict, total=False):
+    TransitGatewayMeteringPolicy: TransitGatewayMeteringPolicy | None
+
+
 class DeleteTransitGatewayMulticastDomainRequest(ServiceRequest):
     TransitGatewayMulticastDomainId: TransitGatewayMulticastDomainId
     DryRun: Boolean | None
@@ -12058,6 +12409,15 @@ class DeleteVpcBlockPublicAccessExclusionResult(TypedDict, total=False):
     VpcBlockPublicAccessExclusion: VpcBlockPublicAccessExclusion | None
 
 
+class DeleteVpcEncryptionControlRequest(ServiceRequest):
+    DryRun: Boolean | None
+    VpcEncryptionControlId: VpcEncryptionControlId
+
+
+class DeleteVpcEncryptionControlResult(TypedDict, total=False):
+    VpcEncryptionControl: VpcEncryptionControl | None
+
+
 class DeleteVpcEndpointConnectionNotificationsRequest(ServiceRequest):
     DryRun: Boolean | None
     ConnectionNotificationIds: ConnectionNotificationIdsList
@@ -12102,6 +12462,15 @@ class DeleteVpcRequest(ServiceRequest):
     DryRun: Boolean | None
 
 
+class DeleteVpnConcentratorRequest(ServiceRequest):
+    VpnConcentratorId: VpnConcentratorId
+    DryRun: Boolean | None
+
+
+class DeleteVpnConcentratorResult(TypedDict, total=False):
+    Return: Boolean | None
+
+
 class DeleteVpnConnectionRequest(ServiceRequest):
     VpnConnectionId: VpnConnectionId
     DryRun: Boolean | None
@@ -13723,6 +14092,47 @@ class DescribeInstanceImageMetadataResult(TypedDict, total=False):
     NextToken: String | None
 
 
+class DescribeInstanceSqlHaHistoryStatesRequest(ServiceRequest):
+    InstanceIds: InstanceIdStringList | None
+    StartTime: MillisecondDateTime | None
+    EndTime: MillisecondDateTime | None
+    NextToken: NextToken | None
+    MaxResults: DescribeInstanceSqlHaStatesRequestMaxResultsInteger | None
+    Filters: FilterList | None
+    DryRun: Boolean | None
+
+
+class RegisteredInstance(TypedDict, total=False):
+    InstanceId: InstanceId | None
+    SqlServerLicenseUsage: SqlServerLicenseUsage | None
+    HaStatus: HaStatus | None
+    ProcessingStatus: String | None
+    LastUpdatedTime: MillisecondDateTime | None
+    SqlServerCredentials: String | None
+    Tags: TagList | None
+
+
+RegisteredInstanceList = list[RegisteredInstance]
+
+
+class DescribeInstanceSqlHaHistoryStatesResult(TypedDict, total=False):
+    Instances: RegisteredInstanceList | None
+    NextToken: NextToken | None
+
+
+class DescribeInstanceSqlHaStatesRequest(ServiceRequest):
+    InstanceIds: InstanceIdStringList | None
+    NextToken: NextToken | None
+    MaxResults: DescribeInstanceSqlHaStatesRequestMaxResultsInteger | None
+    Filters: FilterList | None
+    DryRun: Boolean | None
+
+
+class DescribeInstanceSqlHaStatesResult(TypedDict, total=False):
+    Instances: RegisteredInstanceList | None
+    NextToken: NextToken | None
+
+
 class DescribeInstanceStatusRequest(ServiceRequest):
     InstanceIds: InstanceIdStringList | None
     MaxResults: Integer | None
@@ -14417,6 +14827,22 @@ class DescribeIpamExternalResourceVerificationTokensResult(TypedDict, total=Fals
     IpamExternalResourceVerificationTokens: IpamExternalResourceVerificationTokenSet | None
 
 
+class DescribeIpamPoliciesRequest(ServiceRequest):
+    DryRun: Boolean | None
+    Filters: FilterList | None
+    MaxResults: IpamMaxResults | None
+    NextToken: NextToken | None
+    IpamPolicyIds: ValueStringList | None
+
+
+IpamPolicySet = list[IpamPolicy]
+
+
+class DescribeIpamPoliciesResult(TypedDict, total=False):
+    NextToken: NextToken | None
+    IpamPolicies: IpamPolicySet | None
+
+
 class DescribeIpamPoolsRequest(ServiceRequest):
     DryRun: Boolean | None
     Filters: FilterList | None
@@ -16325,9 +16751,6 @@ class DescribeTrafficMirrorTargetsResult(TypedDict, total=False):
     NextToken: String | None
 
 
-TransitGatewayAttachmentIdStringList = list[TransitGatewayAttachmentId]
-
-
 class DescribeTransitGatewayAttachmentsRequest(ServiceRequest):
     TransitGatewayAttachmentIds: TransitGatewayAttachmentIdStringList | None
     Filters: FilterList | None
@@ -16397,29 +16820,48 @@ class DescribeTransitGatewayConnectsResult(TypedDict, total=False):
     NextToken: String | None
 
 
-TransitGatewayMulticastDomainIdStringList = list[TransitGatewayMulticastDomainId]
+TransitGatewayMeteringPolicyIdStringList = list[TransitGatewayMeteringPolicyId]
 
 
-class DescribeTransitGatewayMulticastDomainsRequest(ServiceRequest):
-    TransitGatewayMulticastDomainIds: TransitGatewayMulticastDomainIdStringList | None
+class DescribeTransitGatewayMeteringPoliciesRequest(ServiceRequest):
+    TransitGatewayMeteringPolicyIds: TransitGatewayMeteringPolicyIdStringList | None
     Filters: FilterList | None
     MaxResults: TransitGatewayMaxResults | None
     NextToken: String | None
     DryRun: Boolean | None
 
 
-TransitGatewayMulticastDomainList = list[TransitGatewayMulticastDomain]
+TransitGatewayMeteringPolicyList = list[TransitGatewayMeteringPolicy]
 
 
-class DescribeTransitGatewayMulticastDomainsResult(TypedDict, total=False):
-    TransitGatewayMulticastDomains: TransitGatewayMulticastDomainList | None
+class DescribeTransitGatewayMeteringPoliciesResult(TypedDict, total=False):
+    TransitGatewayMeteringPolicies: TransitGatewayMeteringPolicyList | None
     NextToken: String | None
 
 
-class DescribeTransitGatewayPeeringAttachmentsRequest(ServiceRequest):
-    TransitGatewayAttachmentIds: TransitGatewayAttachmentIdStringList | None
-    Filters: FilterList | None
-    MaxResults: TransitGatewayMaxResults | None
+TransitGatewayMulticastDomainIdStringList = list[TransitGatewayMulticastDomainId]
+
+
+class DescribeTransitGatewayMulticastDomainsRequest(ServiceRequest):
+    TransitGatewayMulticastDomainIds: TransitGatewayMulticastDomainIdStringList | None
+    Filters: FilterList | None
+    MaxResults: TransitGatewayMaxResults | None
+    NextToken: String | None
+    DryRun: Boolean | None
+
+
+TransitGatewayMulticastDomainList = list[TransitGatewayMulticastDomain]
+
+
+class DescribeTransitGatewayMulticastDomainsResult(TypedDict, total=False):
+    TransitGatewayMulticastDomains: TransitGatewayMulticastDomainList | None
+    NextToken: String | None
+
+
+class DescribeTransitGatewayPeeringAttachmentsRequest(ServiceRequest):
+    TransitGatewayAttachmentIds: TransitGatewayAttachmentIdStringList | None
+    Filters: FilterList | None
+    MaxResults: TransitGatewayMaxResults | None
     NextToken: String | None
     DryRun: Boolean | None
 
@@ -16897,6 +17339,27 @@ class DescribeVpcClassicLinkResult(TypedDict, total=False):
     Vpcs: VpcClassicLinkList | None
 
 
+VpcIdStringList = list[VpcId]
+VpcEncryptionControlIdList = list[VpcEncryptionControlId]
+
+
+class DescribeVpcEncryptionControlsRequest(ServiceRequest):
+    DryRun: Boolean | None
+    Filters: FilterList | None
+    VpcEncryptionControlIds: VpcEncryptionControlIdList | None
+    VpcIds: VpcIdStringList | None
+    NextToken: String | None
+    MaxResults: DescribeVpcEncryptionControlsMaxResults | None
+
+
+VpcEncryptionControlList = list[VpcEncryptionControl]
+
+
+class DescribeVpcEncryptionControlsResult(TypedDict, total=False):
+    VpcEncryptionControls: VpcEncryptionControlList | None
+    NextToken: String | None
+
+
 class DescribeVpcEndpointAssociationsRequest(ServiceRequest):
     DryRun: Boolean | None
     VpcEndpointIds: VpcEndpointIdList | None
@@ -17080,9 +17543,6 @@ class DescribeVpcPeeringConnectionsResult(TypedDict, total=False):
     NextToken: String | None
 
 
-VpcIdStringList = list[VpcId]
-
-
 class DescribeVpcsRequest(ServiceRequest):
     Filters: FilterList | None
     VpcIds: VpcIdStringList | None
@@ -17099,6 +17559,25 @@ class DescribeVpcsResult(TypedDict, total=False):
     Vpcs: VpcList | None
 
 
+VpnConcentratorIdStringList = list[VpnConcentratorId]
+
+
+class DescribeVpnConcentratorsRequest(ServiceRequest):
+    VpnConcentratorIds: VpnConcentratorIdStringList | None
+    Filters: FilterList | None
+    MaxResults: GVCDMaxResults | None
+    NextToken: NextToken | None
+    DryRun: Boolean | None
+
+
+VpnConcentratorList = list[VpnConcentrator]
+
+
+class DescribeVpnConcentratorsResult(TypedDict, total=False):
+    VpnConcentrators: VpnConcentratorList | None
+    NextToken: NextToken | None
+
+
 VpnConnectionIdStringList = list[VpnConnectionId]
 
 
@@ -17334,6 +17813,18 @@ class DisableImageResult(TypedDict, total=False):
     Return: Boolean | None
 
 
+InstanceIdUpdateStringList = list[InstanceId]
+
+
+class DisableInstanceSqlHaStandbyDetectionsRequest(ServiceRequest):
+    InstanceIds: InstanceIdUpdateStringList
+    DryRun: Boolean | None
+
+
+class DisableInstanceSqlHaStandbyDetectionsResult(TypedDict, total=False):
+    Instances: RegisteredInstanceList | None
+
+
 class DisableIpamOrganizationAdminAccountRequest(ServiceRequest):
     DryRun: Boolean | None
     DelegatedAdminAccountId: String
@@ -17343,6 +17834,16 @@ class DisableIpamOrganizationAdminAccountResult(TypedDict, total=False):
     Success: Boolean | None
 
 
+class DisableIpamPolicyRequest(ServiceRequest):
+    DryRun: Boolean | None
+    IpamPolicyId: IpamPolicyId
+    OrganizationTargetId: String | None
+
+
+class DisableIpamPolicyResult(TypedDict, total=False):
+    Return: Boolean | None
+
+
 class DisableRouteServerPropagationRequest(ServiceRequest):
     RouteServerId: RouteServerId
     RouteTableId: RouteTableId
@@ -17810,6 +18311,16 @@ class EnableImageResult(TypedDict, total=False):
     Return: Boolean | None
 
 
+class EnableInstanceSqlHaStandbyDetectionsRequest(ServiceRequest):
+    InstanceIds: InstanceIdUpdateStringList
+    SqlServerCredentials: SecretArn | None
+    DryRun: Boolean | None
+
+
+class EnableInstanceSqlHaStandbyDetectionsResult(TypedDict, total=False):
+    Instances: RegisteredInstanceList | None
+
+
 class EnableIpamOrganizationAdminAccountRequest(ServiceRequest):
     DryRun: Boolean | None
     DelegatedAdminAccountId: String
@@ -17819,6 +18330,16 @@ class EnableIpamOrganizationAdminAccountResult(TypedDict, total=False):
     Success: Boolean | None
 
 
+class EnableIpamPolicyRequest(ServiceRequest):
+    DryRun: Boolean | None
+    IpamPolicyId: IpamPolicyId
+    OrganizationTargetId: String | None
+
+
+class EnableIpamPolicyResult(TypedDict, total=False):
+    IpamPolicyId: IpamPolicyId | None
+
+
 class EnableReachabilityAnalyzerOrganizationSharingRequest(ServiceRequest):
     DryRun: Boolean | None
 
@@ -18175,6 +18696,9 @@ class GetCapacityReservationUsageResult(TypedDict, total=False):
     AvailableInstanceCount: Integer | None
     State: CapacityReservationState | None
     InstanceUsages: InstanceUsageSet | None
+    Interruptible: BoxedBoolean | None
+    InterruptibleCapacityAllocation: InterruptibleCapacityAllocation | None
+    InterruptionInfo: InterruptionInfo | None
 
 
 class GetCoipPoolUsageRequest(ServiceRequest):
@@ -18263,6 +18787,16 @@ class GetEbsEncryptionByDefaultResult(TypedDict, total=False):
     SseType: SSEType | None
 
 
+class GetEnabledIpamPolicyRequest(ServiceRequest):
+    DryRun: Boolean | None
+
+
+class GetEnabledIpamPolicyResult(TypedDict, total=False):
+    IpamPolicyEnabled: Boolean | None
+    IpamPolicyId: IpamPolicyId | None
+    ManagedBy: IpamPolicyManagedBy | None
+
+
 class IntegrateServices(TypedDict, total=False):
     AthenaIntegrations: AthenaIntegrationsSet | None
 
@@ -18572,6 +19106,58 @@ class GetIpamDiscoveredResourceCidrsResult(TypedDict, total=False):
     NextToken: NextToken | None
 
 
+class GetIpamPolicyAllocationRulesRequest(ServiceRequest):
+    DryRun: Boolean | None
+    IpamPolicyId: IpamPolicyId
+    Filters: FilterList | None
+    Locale: String | None
+    ResourceType: IpamPolicyResourceType | None
+    MaxResults: IpamMaxResults | None
+    NextToken: NextToken | None
+
+
+class IpamPolicyAllocationRule(TypedDict, total=False):
+    SourceIpamPoolId: IpamPoolId | None
+
+
+IpamPolicyAllocationRuleList = list[IpamPolicyAllocationRule]
+
+
+class IpamPolicyDocument(TypedDict, total=False):
+    IpamPolicyId: IpamPolicyId | None
+    Locale: String | None
+    ResourceType: IpamPolicyResourceType | None
+    AllocationRules: IpamPolicyAllocationRuleList | None
+
+
+IpamPolicyDocumentSet = list[IpamPolicyDocument]
+
+
+class GetIpamPolicyAllocationRulesResult(TypedDict, total=False):
+    IpamPolicyDocuments: IpamPolicyDocumentSet | None
+    NextToken: NextToken | None
+
+
+class GetIpamPolicyOrganizationTargetsRequest(ServiceRequest):
+    DryRun: Boolean | None
+    MaxResults: IpamMaxResults | None
+    NextToken: NextToken | None
+    IpamPolicyId: IpamPolicyId
+    Filters: FilterList | None
+
+
+class IpamPolicyOrganizationTarget(TypedDict, total=False):
+    OrganizationTargetId: String | None
+
+
+IpamPolicyOrganizationTargetSet = list[IpamPolicyOrganizationTarget]
+
+
+class GetIpamPolicyOrganizationTargetsResult(TypedDict, total=False):
+    OrganizationTargets: IpamPolicyOrganizationTargetSet | None
+    NextToken: NextToken | None
+
+
 class GetIpamPoolAllocationsRequest(ServiceRequest):
     DryRun: Boolean | None
     IpamPoolId: IpamPoolId
@@ -19034,6 +19620,22 @@ class GetTransitGatewayAttachmentPropagationsResult(TypedDict, total=False):
     NextToken: String | None
 
 
+class GetTransitGatewayMeteringPolicyEntriesRequest(ServiceRequest):
+    TransitGatewayMeteringPolicyId: TransitGatewayMeteringPolicyId
+    Filters: FilterList | None
+    MaxResults: TransitGatewayMaxResults | None
+    NextToken: String | None
+    DryRun: Boolean | None
+
+
+TransitGatewayMeteringPolicyEntryList = list[TransitGatewayMeteringPolicyEntry]
+
+
+class GetTransitGatewayMeteringPolicyEntriesResult(TypedDict, total=False):
+    TransitGatewayMeteringPolicyEntries: TransitGatewayMeteringPolicyEntryList | None
+    NextToken: String | None
+
+
 class GetTransitGatewayMulticastDomainAssociationsRequest(ServiceRequest):
     TransitGatewayMulticastDomainId: TransitGatewayMulticastDomainId
     Filters: FilterList | None
@@ -19213,6 +19815,28 @@ class GetVerifiedAccessGroupPolicyResult(TypedDict, total=False):
     PolicyDocument: String | None
 
 
+class GetVpcResourcesBlockingEncryptionEnforcementRequest(ServiceRequest):
+    VpcId: VpcId
+    MaxResults: GetVpcResourcesBlockingEncryptionEnforcementMaxResults | None
+    NextToken: String | None
+    DryRun: Boolean | None
+
+
+class VpcEncryptionNonCompliantResource(TypedDict, total=False):
+    Id: String | None
+    Type: String | None
+    Description: String | None
+    IsExcludable: Boolean | None
+
+
+VpcEncryptionNonCompliantResourceList = list[VpcEncryptionNonCompliantResource]
+
+
+class GetVpcResourcesBlockingEncryptionEnforcementResult(TypedDict, total=False):
+    NonCompliantResources: VpcEncryptionNonCompliantResourceList | None
+    NextToken: String | None
+
+
 class GetVpnConnectionDeviceSampleConfigurationRequest(ServiceRequest):
     VpnConnectionId: VpnConnectionId
     VpnConnectionDeviceTypeId: VpnConnectionDeviceTypeId
@@ -19570,6 +20194,13 @@ class IpamCidrAuthorizationContext(TypedDict, total=False):
     Signature: String | None
 
 
+class IpamPolicyAllocationRuleRequest(TypedDict, total=False):
+    SourceIpamPoolId: IpamPoolId | None
+
+
+IpamPolicyAllocationRuleListRequest = list[IpamPolicyAllocationRuleRequest]
+
+
 class KeyPair(TypedDict, total=False):
     KeyPairId: String | None
     Tags: TagList | None
@@ -19631,6 +20262,39 @@ class ListSnapshotsInRecycleBinResult(TypedDict, total=False):
     NextToken: String | None
 
 
+class ListVolumesInRecycleBinRequest(ServiceRequest):
+    VolumeIds: VolumeIdStringList | None
+    DryRun: Boolean | None
+    MaxResults: Integer | None
+    NextToken: String | None
+
+
+class VolumeRecycleBinInfo(TypedDict, total=False):
+    VolumeId: VolumeId | None
+    VolumeType: VolumeType | None
+    State: VolumeState | None
+    Size: Integer | None
+    Iops: Integer | None
+    Throughput: Integer | None
+    OutpostArn: String | None
+    AvailabilityZone: String | None
+    AvailabilityZoneId: String | None
+    SourceVolumeId: String | None
+    SnapshotId: String | None
+    Operator: OperatorResponse | None
+    CreateTime: DateTime | None
+    RecycleBinEnterTime: MillisecondDateTime | None
+    RecycleBinExitTime: MillisecondDateTime | None
+
+
+VolumeRecycleBinInfoList = list[VolumeRecycleBinInfo]
+
+
+class ListVolumesInRecycleBinResult(TypedDict, total=False):
+    Volumes: VolumeRecycleBinInfoList | None
+    NextToken: String | None
+
+
 class LoadPermissionRequest(TypedDict, total=False):
     Group: PermissionGroup | None
     UserId: String | None
@@ -20014,6 +20678,18 @@ class ModifyInstancePlacementResult(TypedDict, total=False):
     Return: Boolean | None
 
 
+class ModifyIpamPolicyAllocationRulesRequest(ServiceRequest):
+    DryRun: Boolean | None
+    IpamPolicyId: IpamPolicyId
+    Locale: String
+    ResourceType: IpamPolicyResourceType
+    AllocationRules: IpamPolicyAllocationRuleListRequest | None
+
+
+class ModifyIpamPolicyAllocationRulesResult(TypedDict, total=False):
+    IpamPolicyDocument: IpamPolicyDocument | None
+
+
 class ModifyIpamPoolRequest(ServiceRequest):
     DryRun: Boolean | None
     IpamPoolId: IpamPoolId
@@ -20370,6 +21046,17 @@ class ModifyTrafficMirrorSessionResult(TypedDict, total=False):
     TrafficMirrorSession: TrafficMirrorSession | None
 
 
+class ModifyTransitGatewayMeteringPolicyRequest(ServiceRequest):
+    TransitGatewayMeteringPolicyId: TransitGatewayMeteringPolicyId
+    AddMiddleboxAttachmentIds: TransitGatewayAttachmentIdStringList | None
+    RemoveMiddleboxAttachmentIds: TransitGatewayAttachmentIdStringList | None
+    DryRun: Boolean | None
+
+
+class ModifyTransitGatewayMeteringPolicyResult(TypedDict, total=False):
+    TransitGatewayMeteringPolicy: TransitGatewayMeteringPolicy | None
+
+
 class ModifyTransitGatewayOptions(TypedDict, total=False):
     AddTransitGatewayCidrBlocks: TransitGatewayCidrBlockStringList | None
     RemoveTransitGatewayCidrBlocks: TransitGatewayCidrBlockStringList | None
@@ -20382,6 +21069,7 @@ class ModifyTransitGatewayOptions(TypedDict, total=False):
     DefaultRouteTablePropagation: DefaultRouteTablePropagationValue | None
     PropagationDefaultRouteTableId: TransitGatewayRouteTableId | None
     AmazonSideAsn: Long | None
+    EncryptionSupport: EncryptionSupportOptionValue | None
 
 
 class ModifyTransitGatewayPrefixListReferenceRequest(ServiceRequest):
@@ -20652,6 +21340,24 @@ class ModifyVpcBlockPublicAccessOptionsResult(TypedDict, total=False):
     VpcBlockPublicAccessOptions: VpcBlockPublicAccessOptions | None
 
 
+class ModifyVpcEncryptionControlRequest(ServiceRequest):
+    DryRun: Boolean | None
+    VpcEncryptionControlId: VpcEncryptionControlId
+    Mode: VpcEncryptionControlMode | None
+    InternetGatewayExclusion: VpcEncryptionControlExclusionStateInput | None
+    EgressOnlyInternetGatewayExclusion: VpcEncryptionControlExclusionStateInput | None
+    NatGatewayExclusion: VpcEncryptionControlExclusionStateInput | None
+    VirtualPrivateGatewayExclusion: VpcEncryptionControlExclusionStateInput | None
+    VpcPeeringExclusion: VpcEncryptionControlExclusionStateInput | None
+    LambdaExclusion: VpcEncryptionControlExclusionStateInput | None
+    VpcLatticeExclusion: VpcEncryptionControlExclusionStateInput | None
+    ElasticFileSystemExclusion: VpcEncryptionControlExclusionStateInput | None
+
+
+class ModifyVpcEncryptionControlResult(TypedDict, total=False):
+    VpcEncryptionControl: VpcEncryptionControl | None
+
+
 class ModifyVpcEndpointConnectionNotificationRequest(ServiceRequest):
     DryRun: Boolean | None
     ConnectionNotificationId: ConnectionNotificationId
@@ -21458,6 +22164,15 @@ class RestoreSnapshotTierResult(TypedDict, total=False):
     IsPermanentRestore: Boolean | None
 
 
+class RestoreVolumeFromRecycleBinRequest(ServiceRequest):
+    VolumeId: VolumeId
+    DryRun: Boolean | None
+
+
+class RestoreVolumeFromRecycleBinResult(TypedDict, total=False):
+    Return: Boolean | None
+
+
 class RevokeClientVpnIngressRequest(ServiceRequest):
     ClientVpnEndpointId: ClientVpnEndpointId
     TargetNetworkCidr: String
@@ -21893,6 +22608,21 @@ class UpdateCapacityManagerOrganizationsAccessResult(TypedDict, total=False):
     OrganizationsAccess: Boolean | None
 
 
+class UpdateInterruptibleCapacityReservationAllocationRequest(ServiceRequest):
+    CapacityReservationId: CapacityReservationId
+    TargetInstanceCount: Integer
+    DryRun: Boolean | None
+
+
+class UpdateInterruptibleCapacityReservationAllocationResult(TypedDict, total=False):
+    InterruptibleCapacityReservationId: CapacityReservationId | None
+    SourceCapacityReservationId: CapacityReservationId | None
+    InstanceCount: Integer | None
+    TargetInstanceCount: Integer | None
+    Status: InterruptibleCapacityReservationAllocationStatus | None
+    InterruptionType: InterruptionType | None
+
+
 class UpdateSecurityGroupRuleDescriptionsEgressRequest(ServiceRequest):
     DryRun: Boolean | None
     GroupId: SecurityGroupId | None
@@ -22244,6 +22974,8 @@ def associate_nat_gateway_address(
         allocation_ids: AllocationIdList,
         private_ip_addresses: IpList | None = None,
         dry_run: Boolean | None = None,
+        availability_zone: AvailabilityZoneName | None = None,
+        availability_zone_id: AvailabilityZoneId | None = None,
         **kwargs,
     ) -> AssociateNatGatewayAddressResult:
         raise NotImplementedError
@@ -23015,6 +23747,19 @@ def create_internet_gateway(
     ) -> CreateInternetGatewayResult:
         raise NotImplementedError
 
+    @handler("CreateInterruptibleCapacityReservationAllocation")
+    def create_interruptible_capacity_reservation_allocation(
+        self,
+        context: RequestContext,
+        capacity_reservation_id: CapacityReservationId,
+        instance_count: Integer,
+        client_token: String | None = None,
+        dry_run: Boolean | None = None,
+        tag_specifications: TagSpecificationList | None = None,
+        **kwargs,
+    ) -> CreateInterruptibleCapacityReservationAllocationResult:
+        raise NotImplementedError
+
     @handler("CreateIpam")
     def create_ipam(
         self,
@@ -23043,6 +23788,18 @@ def create_ipam_external_resource_verification_token(
     ) -> CreateIpamExternalResourceVerificationTokenResult:
         raise NotImplementedError
 
+    @handler("CreateIpamPolicy")
+    def create_ipam_policy(
+        self,
+        context: RequestContext,
+        ipam_id: IpamId,
+        dry_run: Boolean | None = None,
+        tag_specifications: TagSpecificationList | None = None,
+        client_token: String | None = None,
+        **kwargs,
+    ) -> CreateIpamPolicyResult:
+        raise NotImplementedError
+
     @handler("CreateIpamPool")
     def create_ipam_pool(
         self,
@@ -23285,10 +24042,13 @@ def create_managed_prefix_list(
     def create_nat_gateway(
         self,
         context: RequestContext,
-        subnet_id: SubnetId,
+        availability_mode: AvailabilityMode | None = None,
         allocation_id: AllocationId | None = None,
         client_token: String | None = None,
         dry_run: Boolean | None = None,
+        subnet_id: SubnetId | None = None,
+        vpc_id: VpcId | None = None,
+        availability_zone_addresses: AvailabilityZoneAddresses | None = None,
         tag_specifications: TagSpecificationList | None = None,
         connectivity_type: ConnectivityType | None = None,
         private_ip_address: String | None = None,
@@ -23761,6 +24521,40 @@ def create_transit_gateway_connect_peer(
     ) -> CreateTransitGatewayConnectPeerResult:
         raise NotImplementedError
 
+    @handler("CreateTransitGatewayMeteringPolicy")
+    def create_transit_gateway_metering_policy(
+        self,
+        context: RequestContext,
+        transit_gateway_id: TransitGatewayId,
+        middlebox_attachment_ids: TransitGatewayAttachmentIdStringList | None = None,
+        tag_specifications: TagSpecificationList | None = None,
+        dry_run: Boolean | None = None,
+        **kwargs,
+    ) -> CreateTransitGatewayMeteringPolicyResult:
+        raise NotImplementedError
+
+    @handler("CreateTransitGatewayMeteringPolicyEntry")
+    def create_transit_gateway_metering_policy_entry(
+        self,
+        context: RequestContext,
+        transit_gateway_metering_policy_id: TransitGatewayMeteringPolicyId,
+        policy_rule_number: Integer,
+        metered_account: TransitGatewayMeteringPayerType,
+        source_transit_gateway_attachment_id: TransitGatewayAttachmentId | None = None,
+        source_transit_gateway_attachment_type: TransitGatewayAttachmentResourceType | None = None,
+        source_cidr_block: String | None = None,
+        source_port_range: String | None = None,
+        destination_transit_gateway_attachment_id: TransitGatewayAttachmentId | None = None,
+        destination_transit_gateway_attachment_type: TransitGatewayAttachmentResourceType
+        | None = None,
+        destination_cidr_block: String | None = None,
+        destination_port_range: String | None = None,
+        protocol: String | None = None,
+        dry_run: Boolean | None = None,
+        **kwargs,
+    ) -> CreateTransitGatewayMeteringPolicyEntryResult:
+        raise NotImplementedError
+
     @handler("CreateTransitGatewayMulticastDomain")
     def create_transit_gateway_multicast_domain(
         self,
@@ -23973,6 +24767,7 @@ def create_vpc(
         ipv6_ipam_pool_id: IpamPoolId | None = None,
         ipv6_netmask_length: NetmaskLength | None = None,
         ipv6_cidr_block_network_border_group: String | None = None,
+        vpc_encryption_control: VpcEncryptionControlConfiguration | None = None,
         tag_specifications: TagSpecificationList | None = None,
         dry_run: Boolean | None = None,
         instance_tenancy: Tenancy | None = None,
@@ -23994,6 +24789,17 @@ def create_vpc_block_public_access_exclusion(
     ) -> CreateVpcBlockPublicAccessExclusionResult:
         raise NotImplementedError
 
+    @handler("CreateVpcEncryptionControl")
+    def create_vpc_encryption_control(
+        self,
+        context: RequestContext,
+        vpc_id: VpcId,
+        dry_run: Boolean | None = None,
+        tag_specifications: TagSpecificationList | None = None,
+        **kwargs,
+    ) -> CreateVpcEncryptionControlResult:
+        raise NotImplementedError
+
     @handler("CreateVpcEndpoint")
     def create_vpc_endpoint(
         self,
@@ -24064,6 +24870,12 @@ def create_vpc_peering_connection(
     ) -> CreateVpcPeeringConnectionResult:
         raise NotImplementedError
 
+    @handler("CreateVpnConcentrator", expand=False)
+    def create_vpn_concentrator(
+        self, context: RequestContext, request: CreateVpnConcentratorRequest, **kwargs
+    ) -> CreateVpnConcentratorResult:
+        raise NotImplementedError
+
     @handler("CreateVpnConnection", expand=False)
     def create_vpn_connection(
         self, context: RequestContext, request: CreateVpnConnectionRequest, **kwargs
@@ -24272,6 +25084,16 @@ def delete_ipam_external_resource_verification_token(
     ) -> DeleteIpamExternalResourceVerificationTokenResult:
         raise NotImplementedError
 
+    @handler("DeleteIpamPolicy")
+    def delete_ipam_policy(
+        self,
+        context: RequestContext,
+        ipam_policy_id: IpamPolicyId,
+        dry_run: Boolean | None = None,
+        **kwargs,
+    ) -> DeleteIpamPolicyResult:
+        raise NotImplementedError
+
     @handler("DeleteIpamPool")
     def delete_ipam_pool(
         self,
@@ -24730,6 +25552,27 @@ def delete_transit_gateway_connect_peer(
     ) -> DeleteTransitGatewayConnectPeerResult:
         raise NotImplementedError
 
+    @handler("DeleteTransitGatewayMeteringPolicy")
+    def delete_transit_gateway_metering_policy(
+        self,
+        context: RequestContext,
+        transit_gateway_metering_policy_id: TransitGatewayMeteringPolicyId,
+        dry_run: Boolean | None = None,
+        **kwargs,
+    ) -> DeleteTransitGatewayMeteringPolicyResult:
+        raise NotImplementedError
+
+    @handler("DeleteTransitGatewayMeteringPolicyEntry")
+    def delete_transit_gateway_metering_policy_entry(
+        self,
+        context: RequestContext,
+        transit_gateway_metering_policy_id: TransitGatewayMeteringPolicyId,
+        policy_rule_number: Integer,
+        dry_run: Boolean | None = None,
+        **kwargs,
+    ) -> DeleteTransitGatewayMeteringPolicyEntryResult:
+        raise NotImplementedError
+
     @handler("DeleteTransitGatewayMulticastDomain")
     def delete_transit_gateway_multicast_domain(
         self,
@@ -24878,6 +25721,16 @@ def delete_vpc_block_public_access_exclusion(
     ) -> DeleteVpcBlockPublicAccessExclusionResult:
         raise NotImplementedError
 
+    @handler("DeleteVpcEncryptionControl")
+    def delete_vpc_encryption_control(
+        self,
+        context: RequestContext,
+        vpc_encryption_control_id: VpcEncryptionControlId,
+        dry_run: Boolean | None = None,
+        **kwargs,
+    ) -> DeleteVpcEncryptionControlResult:
+        raise NotImplementedError
+
     @handler("DeleteVpcEndpointConnectionNotifications")
     def delete_vpc_endpoint_connection_notifications(
         self,
@@ -24918,6 +25771,16 @@ def delete_vpc_peering_connection(
     ) -> DeleteVpcPeeringConnectionResult:
         raise NotImplementedError
 
+    @handler("DeleteVpnConcentrator")
+    def delete_vpn_concentrator(
+        self,
+        context: RequestContext,
+        vpn_concentrator_id: VpnConcentratorId,
+        dry_run: Boolean | None = None,
+        **kwargs,
+    ) -> DeleteVpnConcentratorResult:
+        raise NotImplementedError
+
     @handler("DeleteVpnConnection")
     def delete_vpn_connection(
         self,
@@ -25802,6 +26665,34 @@ def describe_instance_image_metadata(
     ) -> DescribeInstanceImageMetadataResult:
         raise NotImplementedError
 
+    @handler("DescribeInstanceSqlHaHistoryStates")
+    def describe_instance_sql_ha_history_states(
+        self,
+        context: RequestContext,
+        instance_ids: InstanceIdStringList | None = None,
+        start_time: MillisecondDateTime | None = None,
+        end_time: MillisecondDateTime | None = None,
+        next_token: NextToken | None = None,
+        max_results: DescribeInstanceSqlHaStatesRequestMaxResultsInteger | None = None,
+        filters: FilterList | None = None,
+        dry_run: Boolean | None = None,
+        **kwargs,
+    ) -> DescribeInstanceSqlHaHistoryStatesResult:
+        raise NotImplementedError
+
+    @handler("DescribeInstanceSqlHaStates")
+    def describe_instance_sql_ha_states(
+        self,
+        context: RequestContext,
+        instance_ids: InstanceIdStringList | None = None,
+        next_token: NextToken | None = None,
+        max_results: DescribeInstanceSqlHaStatesRequestMaxResultsInteger | None = None,
+        filters: FilterList | None = None,
+        dry_run: Boolean | None = None,
+        **kwargs,
+    ) -> DescribeInstanceSqlHaStatesResult:
+        raise NotImplementedError
+
     @handler("DescribeInstanceStatus")
     def describe_instance_status(
         self,
@@ -25906,6 +26797,19 @@ def describe_ipam_external_resource_verification_tokens(
     ) -> DescribeIpamExternalResourceVerificationTokensResult:
         raise NotImplementedError
 
+    @handler("DescribeIpamPolicies")
+    def describe_ipam_policies(
+        self,
+        context: RequestContext,
+        dry_run: Boolean | None = None,
+        filters: FilterList | None = None,
+        max_results: IpamMaxResults | None = None,
+        next_token: NextToken | None = None,
+        ipam_policy_ids: ValueStringList | None = None,
+        **kwargs,
+    ) -> DescribeIpamPoliciesResult:
+        raise NotImplementedError
+
     @handler("DescribeIpamPools")
     def describe_ipam_pools(
         self,
@@ -26864,6 +27768,19 @@ def describe_transit_gateway_connects(
     ) -> DescribeTransitGatewayConnectsResult:
         raise NotImplementedError
 
+    @handler("DescribeTransitGatewayMeteringPolicies")
+    def describe_transit_gateway_metering_policies(
+        self,
+        context: RequestContext,
+        transit_gateway_metering_policy_ids: TransitGatewayMeteringPolicyIdStringList | None = None,
+        filters: FilterList | None = None,
+        max_results: TransitGatewayMaxResults | None = None,
+        next_token: String | None = None,
+        dry_run: Boolean | None = None,
+        **kwargs,
+    ) -> DescribeTransitGatewayMeteringPoliciesResult:
+        raise NotImplementedError
+
     @handler("DescribeTransitGatewayMulticastDomains")
     def describe_transit_gateway_multicast_domains(
         self,
@@ -27140,6 +28057,20 @@ def describe_vpc_classic_link_dns_support(
     ) -> DescribeVpcClassicLinkDnsSupportResult:
         raise NotImplementedError
 
+    @handler("DescribeVpcEncryptionControls")
+    def describe_vpc_encryption_controls(
+        self,
+        context: RequestContext,
+        dry_run: Boolean | None = None,
+        filters: FilterList | None = None,
+        vpc_encryption_control_ids: VpcEncryptionControlIdList | None = None,
+        vpc_ids: VpcIdStringList | None = None,
+        next_token: String | None = None,
+        max_results: DescribeVpcEncryptionControlsMaxResults | None = None,
+        **kwargs,
+    ) -> DescribeVpcEncryptionControlsResult:
+        raise NotImplementedError
+
     @handler("DescribeVpcEndpointAssociations")
     def describe_vpc_endpoint_associations(
         self,
@@ -27257,6 +28188,19 @@ def describe_vpcs(
     ) -> DescribeVpcsResult:
         raise NotImplementedError
 
+    @handler("DescribeVpnConcentrators")
+    def describe_vpn_concentrators(
+        self,
+        context: RequestContext,
+        vpn_concentrator_ids: VpnConcentratorIdStringList | None = None,
+        filters: FilterList | None = None,
+        max_results: GVCDMaxResults | None = None,
+        next_token: NextToken | None = None,
+        dry_run: Boolean | None = None,
+        **kwargs,
+    ) -> DescribeVpnConcentratorsResult:
+        raise NotImplementedError
+
     @handler("DescribeVpnConnections")
     def describe_vpn_connections(
         self,
@@ -27440,6 +28384,16 @@ def disable_image_deregistration_protection(
     ) -> DisableImageDeregistrationProtectionResult:
         raise NotImplementedError
 
+    @handler("DisableInstanceSqlHaStandbyDetections")
+    def disable_instance_sql_ha_standby_detections(
+        self,
+        context: RequestContext,
+        instance_ids: InstanceIdUpdateStringList,
+        dry_run: Boolean | None = None,
+        **kwargs,
+    ) -> DisableInstanceSqlHaStandbyDetectionsResult:
+        raise NotImplementedError
+
     @handler("DisableIpamOrganizationAdminAccount")
     def disable_ipam_organization_admin_account(
         self,
@@ -27450,6 +28404,17 @@ def disable_ipam_organization_admin_account(
     ) -> DisableIpamOrganizationAdminAccountResult:
         raise NotImplementedError
 
+    @handler("DisableIpamPolicy")
+    def disable_ipam_policy(
+        self,
+        context: RequestContext,
+        ipam_policy_id: IpamPolicyId,
+        dry_run: Boolean | None = None,
+        organization_target_id: String | None = None,
+        **kwargs,
+    ) -> DisableIpamPolicyResult:
+        raise NotImplementedError
+
     @handler("DisableRouteServerPropagation")
     def disable_route_server_propagation(
         self,
@@ -27807,6 +28772,17 @@ def enable_image_deregistration_protection(
     ) -> EnableImageDeregistrationProtectionResult:
         raise NotImplementedError
 
+    @handler("EnableInstanceSqlHaStandbyDetections")
+    def enable_instance_sql_ha_standby_detections(
+        self,
+        context: RequestContext,
+        instance_ids: InstanceIdUpdateStringList,
+        sql_server_credentials: SecretArn | None = None,
+        dry_run: Boolean | None = None,
+        **kwargs,
+    ) -> EnableInstanceSqlHaStandbyDetectionsResult:
+        raise NotImplementedError
+
     @handler("EnableIpamOrganizationAdminAccount")
     def enable_ipam_organization_admin_account(
         self,
@@ -27817,6 +28793,17 @@ def enable_ipam_organization_admin_account(
     ) -> EnableIpamOrganizationAdminAccountResult:
         raise NotImplementedError
 
+    @handler("EnableIpamPolicy")
+    def enable_ipam_policy(
+        self,
+        context: RequestContext,
+        ipam_policy_id: IpamPolicyId,
+        dry_run: Boolean | None = None,
+        organization_target_id: String | None = None,
+        **kwargs,
+    ) -> EnableIpamPolicyResult:
+        raise NotImplementedError
+
     @handler("EnableReachabilityAnalyzerOrganizationSharing")
     def enable_reachability_analyzer_organization_sharing(
         self, context: RequestContext, dry_run: Boolean | None = None, **kwargs
@@ -28121,6 +29108,12 @@ def get_ebs_encryption_by_default(
     ) -> GetEbsEncryptionByDefaultResult:
         raise NotImplementedError
 
+    @handler("GetEnabledIpamPolicy")
+    def get_enabled_ipam_policy(
+        self, context: RequestContext, dry_run: Boolean | None = None, **kwargs
+    ) -> GetEnabledIpamPolicyResult:
+        raise NotImplementedError
+
     @handler("GetFlowLogsIntegrationTemplate")
     def get_flow_logs_integration_template(
         self,
@@ -28262,6 +29255,34 @@ def get_ipam_discovered_resource_cidrs(
     ) -> GetIpamDiscoveredResourceCidrsResult:
         raise NotImplementedError
 
+    @handler("GetIpamPolicyAllocationRules")
+    def get_ipam_policy_allocation_rules(
+        self,
+        context: RequestContext,
+        ipam_policy_id: IpamPolicyId,
+        dry_run: Boolean | None = None,
+        filters: FilterList | None = None,
+        locale: String | None = None,
+        resource_type: IpamPolicyResourceType | None = None,
+        max_results: IpamMaxResults | None = None,
+        next_token: NextToken | None = None,
+        **kwargs,
+    ) -> GetIpamPolicyAllocationRulesResult:
+        raise NotImplementedError
+
+    @handler("GetIpamPolicyOrganizationTargets")
+    def get_ipam_policy_organization_targets(
+        self,
+        context: RequestContext,
+        ipam_policy_id: IpamPolicyId,
+        dry_run: Boolean | None = None,
+        max_results: IpamMaxResults | None = None,
+        next_token: NextToken | None = None,
+        filters: FilterList | None = None,
+        **kwargs,
+    ) -> GetIpamPolicyOrganizationTargetsResult:
+        raise NotImplementedError
+
     @handler("GetIpamPoolAllocations")
     def get_ipam_pool_allocations(
         self,
@@ -28527,6 +29548,19 @@ def get_transit_gateway_attachment_propagations(
     ) -> GetTransitGatewayAttachmentPropagationsResult:
         raise NotImplementedError
 
+    @handler("GetTransitGatewayMeteringPolicyEntries")
+    def get_transit_gateway_metering_policy_entries(
+        self,
+        context: RequestContext,
+        transit_gateway_metering_policy_id: TransitGatewayMeteringPolicyId,
+        filters: FilterList | None = None,
+        max_results: TransitGatewayMaxResults | None = None,
+        next_token: String | None = None,
+        dry_run: Boolean | None = None,
+        **kwargs,
+    ) -> GetTransitGatewayMeteringPolicyEntriesResult:
+        raise NotImplementedError
+
     @handler("GetTransitGatewayMulticastDomainAssociations")
     def get_transit_gateway_multicast_domain_associations(
         self,
@@ -28637,6 +29671,18 @@ def get_verified_access_group_policy(
     ) -> GetVerifiedAccessGroupPolicyResult:
         raise NotImplementedError
 
+    @handler("GetVpcResourcesBlockingEncryptionEnforcement")
+    def get_vpc_resources_blocking_encryption_enforcement(
+        self,
+        context: RequestContext,
+        vpc_id: VpcId,
+        max_results: GetVpcResourcesBlockingEncryptionEnforcementMaxResults | None = None,
+        next_token: String | None = None,
+        dry_run: Boolean | None = None,
+        **kwargs,
+    ) -> GetVpcResourcesBlockingEncryptionEnforcementResult:
+        raise NotImplementedError
+
     @handler("GetVpnConnectionDeviceSampleConfiguration")
     def get_vpn_connection_device_sample_configuration(
         self,
@@ -28787,6 +29833,18 @@ def list_snapshots_in_recycle_bin(
     ) -> ListSnapshotsInRecycleBinResult:
         raise NotImplementedError
 
+    @handler("ListVolumesInRecycleBin")
+    def list_volumes_in_recycle_bin(
+        self,
+        context: RequestContext,
+        volume_ids: VolumeIdStringList | None = None,
+        dry_run: Boolean | None = None,
+        max_results: Integer | None = None,
+        next_token: String | None = None,
+        **kwargs,
+    ) -> ListVolumesInRecycleBinResult:
+        raise NotImplementedError
+
     @handler("LockSnapshot")
     def lock_snapshot(
         self,
@@ -29153,6 +30211,19 @@ def modify_ipam(
     ) -> ModifyIpamResult:
         raise NotImplementedError
 
+    @handler("ModifyIpamPolicyAllocationRules")
+    def modify_ipam_policy_allocation_rules(
+        self,
+        context: RequestContext,
+        ipam_policy_id: IpamPolicyId,
+        locale: String,
+        resource_type: IpamPolicyResourceType,
+        dry_run: Boolean | None = None,
+        allocation_rules: IpamPolicyAllocationRuleListRequest | None = None,
+        **kwargs,
+    ) -> ModifyIpamPolicyAllocationRulesResult:
+        raise NotImplementedError
+
     @handler("ModifyIpamPool")
     def modify_ipam_pool(
         self,
@@ -29473,6 +30544,18 @@ def modify_transit_gateway(
     ) -> ModifyTransitGatewayResult:
         raise NotImplementedError
 
+    @handler("ModifyTransitGatewayMeteringPolicy")
+    def modify_transit_gateway_metering_policy(
+        self,
+        context: RequestContext,
+        transit_gateway_metering_policy_id: TransitGatewayMeteringPolicyId,
+        add_middlebox_attachment_ids: TransitGatewayAttachmentIdStringList | None = None,
+        remove_middlebox_attachment_ids: TransitGatewayAttachmentIdStringList | None = None,
+        dry_run: Boolean | None = None,
+        **kwargs,
+    ) -> ModifyTransitGatewayMeteringPolicyResult:
+        raise NotImplementedError
+
     @handler("ModifyTransitGatewayPrefixListReference")
     def modify_transit_gateway_prefix_list_reference(
         self,
@@ -29658,6 +30741,26 @@ def modify_vpc_block_public_access_options(
     ) -> ModifyVpcBlockPublicAccessOptionsResult:
         raise NotImplementedError
 
+    @handler("ModifyVpcEncryptionControl")
+    def modify_vpc_encryption_control(
+        self,
+        context: RequestContext,
+        vpc_encryption_control_id: VpcEncryptionControlId,
+        dry_run: Boolean | None = None,
+        mode: VpcEncryptionControlMode | None = None,
+        internet_gateway_exclusion: VpcEncryptionControlExclusionStateInput | None = None,
+        egress_only_internet_gateway_exclusion: VpcEncryptionControlExclusionStateInput
+        | None = None,
+        nat_gateway_exclusion: VpcEncryptionControlExclusionStateInput | None = None,
+        virtual_private_gateway_exclusion: VpcEncryptionControlExclusionStateInput | None = None,
+        vpc_peering_exclusion: VpcEncryptionControlExclusionStateInput | None = None,
+        lambda_exclusion: VpcEncryptionControlExclusionStateInput | None = None,
+        vpc_lattice_exclusion: VpcEncryptionControlExclusionStateInput | None = None,
+        elastic_file_system_exclusion: VpcEncryptionControlExclusionStateInput | None = None,
+        **kwargs,
+    ) -> ModifyVpcEncryptionControlResult:
+        raise NotImplementedError
+
     @handler("ModifyVpcEndpoint")
     def modify_vpc_endpoint(
         self,
@@ -30394,6 +31497,12 @@ def restore_snapshot_tier(
     ) -> RestoreSnapshotTierResult:
         raise NotImplementedError
 
+    @handler("RestoreVolumeFromRecycleBin")
+    def restore_volume_from_recycle_bin(
+        self, context: RequestContext, volume_id: VolumeId, dry_run: Boolean | None = None, **kwargs
+    ) -> RestoreVolumeFromRecycleBinResult:
+        raise NotImplementedError
+
     @handler("RevokeClientVpnIngress")
     def revoke_client_vpn_ingress(
         self,
@@ -30719,6 +31828,17 @@ def update_capacity_manager_organizations_access(
     ) -> UpdateCapacityManagerOrganizationsAccessResult:
         raise NotImplementedError
 
+    @handler("UpdateInterruptibleCapacityReservationAllocation")
+    def update_interruptible_capacity_reservation_allocation(
+        self,
+        context: RequestContext,
+        capacity_reservation_id: CapacityReservationId,
+        target_instance_count: Integer,
+        dry_run: Boolean | None = None,
+        **kwargs,
+    ) -> UpdateInterruptibleCapacityReservationAllocationResult:
+        raise NotImplementedError
+
     @handler("UpdateSecurityGroupRuleDescriptionsEgress")
     def update_security_group_rule_descriptions_egress(
         self,
diff --git a/localstack-core/localstack/aws/api/iam/__init__.py b/localstack-core/localstack/aws/api/iam/__init__.py
index b0e3db3d02ce8..748f9779999e4 100644
--- a/localstack-core/localstack/aws/api/iam/__init__.py
+++ b/localstack-core/localstack/aws/api/iam/__init__.py
@@ -13,6 +13,8 @@
 ContextKeyValueType = str
 DeletionTaskIdType = str
 EvalDecisionSourceType = str
+FeatureDisabledMessage = str
+FeatureEnabledMessage = str
 LineNumber = int
 OpenIDConnectProviderUrlType = str
 OrganizationIdType = str
@@ -65,6 +67,7 @@
 jobIDType = str
 keyPairMismatchMessage = str
 limitExceededMessage = str
+localeType = str
 malformedCertificateMessage = str
 malformedPolicyDocumentMessage = str
 markerType = str
@@ -72,15 +75,18 @@
 maxPasswordAgeType = int
 minimumPasswordLengthType = int
 noSuchEntityMessage = str
+notesType = str
 notificationChannelType = str
 openIdIdpCommunicationErrorExceptionMessage = str
 organizationsEntityPathType = str
 organizationsPolicyIdType = str
+ownerIdType = str
 passwordPolicyViolationMessage = str
 passwordReusePreventionType = int
 passwordType = str
 pathPrefixType = str
 pathType = str
+permissionType = str
 policyDescriptionType = str
 policyDocumentType = str
 policyEvaluationErrorMessage = str
@@ -98,6 +104,7 @@
 redirectUrlType = str
 reportGenerationLimitExceededMessage = str
 requestMessageType = str
+requestorNameType = str
 requestorWorkflowIdType = str
 responseMarkerType = str
 roleDescriptionType = str
@@ -117,6 +124,7 @@
 serviceUserName = str
 sessionDurationType = int
 stringType = str
+summaryContentType = str
 summaryValueType = int
 tagKeyType = str
 tagValueType = str
@@ -234,6 +242,18 @@ class jobStatusType(StrEnum):
     FAILED = "FAILED"
 
 
+class permissionCheckResultType(StrEnum):
+    ALLOWED = "ALLOWED"
+    DENIED = "DENIED"
+    UNSURE = "UNSURE"
+
+
+class permissionCheckStatusType(StrEnum):
+    COMPLETE = "COMPLETE"
+    IN_PROGRESS = "IN_PROGRESS"
+    FAILED = "FAILED"
+
+
 class policyOwnerEntityType(StrEnum):
     USER = "USER"
     ROLE = "ROLE"
@@ -258,6 +278,16 @@ class sortKeyType(StrEnum):
     LAST_AUTHENTICATED_TIME_DESCENDING = "LAST_AUTHENTICATED_TIME_DESCENDING"
 
 
+class stateType(StrEnum):
+    UNASSIGNED = "UNASSIGNED"
+    ASSIGNED = "ASSIGNED"
+    PENDING_APPROVAL = "PENDING_APPROVAL"
+    FINALIZED = "FINALIZED"
+    ACCEPTED = "ACCEPTED"
+    REJECTED = "REJECTED"
+    EXPIRED = "EXPIRED"
+
+
 class statusType(StrEnum):
     Active = "Active"
     Inactive = "Inactive"
@@ -301,6 +331,13 @@ class summaryKeyType(StrEnum):
     RolesQuota = "RolesQuota"
 
 
+class summaryStateType(StrEnum):
+    AVAILABLE = "AVAILABLE"
+    NOT_AVAILABLE = "NOT_AVAILABLE"
+    NOT_SUPPORTED = "NOT_SUPPORTED"
+    FAILED = "FAILED"
+
+
 class AccountNotManagementOrDelegatedAdministratorException(ServiceException):
     code: str = "AccountNotManagementOrDelegatedAdministratorException"
     sender_fault: bool = False
@@ -367,6 +404,18 @@ class EntityTemporarilyUnmodifiableException(ServiceException):
     status_code: int = 409
 
 
+class FeatureDisabledException(ServiceException):
+    code: str = "FeatureDisabled"
+    sender_fault: bool = True
+    status_code: int = 404
+
+
+class FeatureEnabledException(ServiceException):
+    code: str = "FeatureEnabled"
+    sender_fault: bool = True
+    status_code: int = 409
+
+
 class InvalidAuthenticationCodeException(ServiceException):
     code: str = "InvalidAuthenticationCode"
     sender_fault: bool = True
@@ -499,6 +548,10 @@ class UnrecognizedPublicKeyEncodingException(ServiceException):
     status_code: int = 400
 
 
+class AcceptDelegationRequestRequest(ServiceRequest):
+    DelegationRequestId: delegationRequestIdType
+
+
 dateType = datetime
 
 
@@ -556,6 +609,10 @@ class AddUserToGroupRequest(ServiceRequest):
 ArnListType = list[arnType]
 
 
+class AssociateDelegationRequestRequest(ServiceRequest):
+    DelegationRequestId: delegationRequestIdType
+
+
 class AttachGroupPolicyRequest(ServiceRequest):
     GroupName: groupNameType
     PolicyArn: arnType
@@ -898,6 +955,31 @@ class DeactivateMFADeviceRequest(ServiceRequest):
     SerialNumber: serialNumberType
 
 
+rolePermissionRestrictionArnListType = list[arnType]
+
+
+class DelegationRequest(TypedDict, total=False):
+    DelegationRequestId: delegationRequestIdType | None
+    OwnerAccountId: accountIdType | None
+    Description: delegationRequestDescriptionType | None
+    RequestMessage: requestMessageType | None
+    Permissions: DelegationPermission | None
+    PermissionPolicy: permissionType | None
+    RolePermissionRestrictionArns: rolePermissionRestrictionArnListType | None
+    OwnerId: ownerIdType | None
+    ApproverId: arnType | None
+    State: stateType | None
+    RequestorId: accountIdType | None
+    RequestorName: requestorNameType | None
+    CreateDate: dateType | None
+    SessionDuration: sessionDurationType | None
+    RedirectUrl: redirectUrlType | None
+    Notes: notesType | None
+    RejectionReason: notesType | None
+    OnlySendByOwner: booleanType | None
+    UpdatedTime: dateType | None
+
+
 class DeleteAccessKeyRequest(ServiceRequest):
     UserName: existingUserNameType | None
     AccessKeyId: accessKeyIdType
@@ -1072,6 +1154,10 @@ class EnableOrganizationsRootSessionsResponse(TypedDict, total=False):
     EnabledFeatures: FeaturesListType | None
 
 
+class EnableOutboundWebIdentityFederationResponse(TypedDict, total=False):
+    IssuerIdentifier: stringType | None
+
+
 class EntityInfo(TypedDict, total=False):
     Arn: arnType
     Name: userNameType
@@ -1321,6 +1407,17 @@ class GetCredentialReportResponse(TypedDict, total=False):
     GeneratedTime: dateType | None
 
 
+class GetDelegationRequestRequest(ServiceRequest):
+    DelegationRequestId: delegationRequestIdType
+    DelegationPermissionCheck: booleanType | None
+
+
+class GetDelegationRequestResponse(TypedDict, total=False):
+    DelegationRequest: DelegationRequest | None
+    PermissionCheckStatus: permissionCheckStatusType | None
+    PermissionCheckResult: permissionCheckResultType | None
+
+
 class GetGroupPolicyRequest(ServiceRequest):
     GroupName: groupNameType
     PolicyName: policyNameType
@@ -1348,6 +1445,17 @@ class GetGroupResponse(TypedDict, total=False):
     Marker: responseMarkerType | None
 
 
+class GetHumanReadableSummaryRequest(ServiceRequest):
+    EntityArn: arnType
+    Locale: localeType | None
+
+
+class GetHumanReadableSummaryResponse(TypedDict, total=False):
+    SummaryContent: summaryContentType | None
+    Locale: localeType | None
+    SummaryState: summaryStateType | None
+
+
 class GetInstanceProfileRequest(ServiceRequest):
     InstanceProfileName: instanceProfileNameType
 
@@ -1407,6 +1515,11 @@ class GetOrganizationsAccessReportResponse(TypedDict, total=False):
     ErrorDetails: ErrorDetails | None
 
 
+class GetOutboundWebIdentityFederationInfoResponse(TypedDict, total=False):
+    IssuerIdentifier: stringType | None
+    JwtVendingEnabled: booleanType | None
+
+
 class GetPolicyRequest(ServiceRequest):
     PolicyArn: arnType
 
@@ -1664,6 +1777,21 @@ class ListAttachedUserPoliciesResponse(TypedDict, total=False):
     Marker: responseMarkerType | None
 
 
+class ListDelegationRequestsRequest(ServiceRequest):
+    OwnerId: ownerIdType | None
+    Marker: markerType | None
+    MaxItems: maxItemsType | None
+
+
+delegationRequestsListType = list[DelegationRequest]
+
+
+class ListDelegationRequestsResponse(TypedDict, total=False):
+    DelegationRequests: delegationRequestsListType | None
+    Marker: markerType | None
+    isTruncated: booleanType | None
+
+
 class ListEntitiesForPolicyRequest(ServiceRequest):
     PolicyArn: arnType
     EntityFilter: EntityType | None
@@ -2172,6 +2300,11 @@ class PutUserPolicyRequest(ServiceRequest):
     PolicyDocument: policyDocumentType
 
 
+class RejectDelegationRequestRequest(ServiceRequest):
+    DelegationRequestId: delegationRequestIdType
+    Notes: notesType | None
+
+
 class RemoveClientIDFromOpenIDConnectProviderRequest(ServiceRequest):
     OpenIDConnectProviderArn: arnType
     ClientID: clientIDType
@@ -2206,6 +2339,10 @@ class ResyncMFADeviceRequest(ServiceRequest):
     AuthenticationCode2: authenticationCodeType
 
 
+class SendDelegationTokenRequest(ServiceRequest):
+    DelegationRequestId: delegationRequestIdType
+
+
 class SetDefaultPolicyVersionRequest(ServiceRequest):
     PolicyArn: arnType
     VersionId: policyVersionIdType
@@ -2356,6 +2493,11 @@ class UpdateAssumeRolePolicyRequest(ServiceRequest):
     PolicyDocument: policyDocumentType
 
 
+class UpdateDelegationRequestRequest(ServiceRequest):
+    DelegationRequestId: delegationRequestIdType
+    Notes: notesType | None
+
+
 class UpdateGroupRequest(ServiceRequest):
     GroupName: groupNameType
     NewPath: pathType | None
@@ -2470,6 +2612,12 @@ class IamApi:
     service: str = "iam"
     version: str = "2010-05-08"
 
+    @handler("AcceptDelegationRequest")
+    def accept_delegation_request(
+        self, context: RequestContext, delegation_request_id: delegationRequestIdType, **kwargs
+    ) -> None:
+        raise NotImplementedError
+
     @handler("AddClientIDToOpenIDConnectProvider")
     def add_client_id_to_open_id_connect_provider(
         self,
@@ -2500,6 +2648,12 @@ def add_user_to_group(
     ) -> None:
         raise NotImplementedError
 
+    @handler("AssociateDelegationRequest")
+    def associate_delegation_request(
+        self, context: RequestContext, delegation_request_id: delegationRequestIdType, **kwargs
+    ) -> None:
+        raise NotImplementedError
+
     @handler("AttachGroupPolicy")
     def attach_group_policy(
         self, context: RequestContext, group_name: groupNameType, policy_arn: arnType, **kwargs
@@ -2900,6 +3054,10 @@ def disable_organizations_root_sessions(
     ) -> DisableOrganizationsRootSessionsResponse:
         raise NotImplementedError
 
+    @handler("DisableOutboundWebIdentityFederation")
+    def disable_outbound_web_identity_federation(self, context: RequestContext, **kwargs) -> None:
+        raise NotImplementedError
+
     @handler("EnableMFADevice")
     def enable_mfa_device(
         self,
@@ -2924,6 +3082,12 @@ def enable_organizations_root_sessions(
     ) -> EnableOrganizationsRootSessionsResponse:
         raise NotImplementedError
 
+    @handler("EnableOutboundWebIdentityFederation")
+    def enable_outbound_web_identity_federation(
+        self, context: RequestContext, **kwargs
+    ) -> EnableOutboundWebIdentityFederationResponse:
+        raise NotImplementedError
+
     @handler("GenerateCredentialReport")
     def generate_credential_report(
         self, context: RequestContext, **kwargs
@@ -2999,6 +3163,16 @@ def get_credential_report(
     ) -> GetCredentialReportResponse:
         raise NotImplementedError
 
+    @handler("GetDelegationRequest")
+    def get_delegation_request(
+        self,
+        context: RequestContext,
+        delegation_request_id: delegationRequestIdType,
+        delegation_permission_check: booleanType | None = None,
+        **kwargs,
+    ) -> GetDelegationRequestResponse:
+        raise NotImplementedError
+
     @handler("GetGroup")
     def get_group(
         self,
@@ -3020,6 +3194,16 @@ def get_group_policy(
     ) -> GetGroupPolicyResponse:
         raise NotImplementedError
 
+    @handler("GetHumanReadableSummary")
+    def get_human_readable_summary(
+        self,
+        context: RequestContext,
+        entity_arn: arnType,
+        locale: localeType | None = None,
+        **kwargs,
+    ) -> GetHumanReadableSummaryResponse:
+        raise NotImplementedError
+
     @handler("GetInstanceProfile")
     def get_instance_profile(
         self, context: RequestContext, instance_profile_name: instanceProfileNameType, **kwargs
@@ -3060,6 +3244,12 @@ def get_organizations_access_report(
     ) -> GetOrganizationsAccessReportResponse:
         raise NotImplementedError
 
+    @handler("GetOutboundWebIdentityFederationInfo")
+    def get_outbound_web_identity_federation_info(
+        self, context: RequestContext, **kwargs
+    ) -> GetOutboundWebIdentityFederationInfoResponse:
+        raise NotImplementedError
+
     @handler("GetPolicy")
     def get_policy(
         self, context: RequestContext, policy_arn: arnType, **kwargs
@@ -3217,6 +3407,17 @@ def list_attached_user_policies(
     ) -> ListAttachedUserPoliciesResponse:
         raise NotImplementedError
 
+    @handler("ListDelegationRequests")
+    def list_delegation_requests(
+        self,
+        context: RequestContext,
+        owner_id: ownerIdType | None = None,
+        marker: markerType | None = None,
+        max_items: maxItemsType | None = None,
+        **kwargs,
+    ) -> ListDelegationRequestsResponse:
+        raise NotImplementedError
+
     @handler("ListEntitiesForPolicy")
     def list_entities_for_policy(
         self,
@@ -3591,6 +3792,16 @@ def put_user_policy(
     ) -> None:
         raise NotImplementedError
 
+    @handler("RejectDelegationRequest")
+    def reject_delegation_request(
+        self,
+        context: RequestContext,
+        delegation_request_id: delegationRequestIdType,
+        notes: notesType | None = None,
+        **kwargs,
+    ) -> None:
+        raise NotImplementedError
+
     @handler("RemoveClientIDFromOpenIDConnectProvider")
     def remove_client_id_from_open_id_connect_provider(
         self,
@@ -3643,6 +3854,12 @@ def resync_mfa_device(
     ) -> None:
         raise NotImplementedError
 
+    @handler("SendDelegationToken")
+    def send_delegation_token(
+        self, context: RequestContext, delegation_request_id: delegationRequestIdType, **kwargs
+    ) -> None:
+        raise NotImplementedError
+
     @handler("SetDefaultPolicyVersion")
     def set_default_policy_version(
         self,
@@ -3871,6 +4088,16 @@ def update_assume_role_policy(
     ) -> None:
         raise NotImplementedError
 
+    @handler("UpdateDelegationRequest")
+    def update_delegation_request(
+        self,
+        context: RequestContext,
+        delegation_request_id: delegationRequestIdType,
+        notes: notesType | None = None,
+        **kwargs,
+    ) -> None:
+        raise NotImplementedError
+
     @handler("UpdateGroup")
     def update_group(
         self,
diff --git a/localstack-core/localstack/aws/api/kms/__init__.py b/localstack-core/localstack/aws/api/kms/__init__.py
index 934e2ca73fb43..bb8f14455873c 100644
--- a/localstack-core/localstack/aws/api/kms/__init__.py
+++ b/localstack-core/localstack/aws/api/kms/__init__.py
@@ -187,6 +187,7 @@ class KeyMaterialState(StrEnum):
     NON_CURRENT = "NON_CURRENT"
     CURRENT = "CURRENT"
     PENDING_ROTATION = "PENDING_ROTATION"
+    PENDING_MULTI_REGION_IMPORT_AND_ROTATION = "PENDING_MULTI_REGION_IMPORT_AND_ROTATION"
 
 
 class KeySpec(StrEnum):
diff --git a/localstack-core/localstack/aws/api/lambda_/__init__.py b/localstack-core/localstack/aws/api/lambda_/__init__.py
index d5b42a3da1793..ad04a6e4e5ece 100644
--- a/localstack-core/localstack/aws/api/lambda_/__init__.py
+++ b/localstack-core/localstack/aws/api/lambda_/__init__.py
@@ -77,6 +77,7 @@
 PositiveInteger = int
 Principal = str
 PrincipalOrgID = str
+ProvisionedPollerGroupName = str
 Qualifier = str
 Queue = str
 ReservedConcurrentExecutions = int
@@ -99,6 +100,7 @@
 TaggableResource = str
 TagsErrorCode = str
 TagsErrorMessage = str
+TenantId = str
 Timeout = int
 Timestamp = str
 Topic = str
@@ -288,9 +290,9 @@ class Runtime(StrEnum):
     java21 = "java21"
     python3_13 = "python3.13"
     nodejs22_x = "nodejs22.x"
-    java25 = "java25"
     nodejs24_x = "nodejs24.x"
     python3_14 = "python3.14"
+    java25 = "java25"
 
 
 class SchemaRegistryEventRecordFormat(StrEnum):
@@ -359,6 +361,10 @@ class SystemLogLevel(StrEnum):
     WARN = "WARN"
 
 
+class TenantIsolationMode(StrEnum):
+    PER_TENANT = "PER_TENANT"
+
+
 class ThrottleReason(StrEnum):
     ConcurrentInvocationLimitExceeded = "ConcurrentInvocationLimitExceeded"
     FunctionInvocationRateLimitExceeded = "FunctionInvocationRateLimitExceeded"
@@ -827,6 +833,7 @@ class CreateCodeSigningConfigResponse(TypedDict, total=False):
 class ProvisionedPollerConfig(TypedDict, total=False):
     MinimumPollers: MinimumNumberOfPollers | None
     MaximumPollers: MaximumNumberOfPollers | None
+    PollerGroupName: ProvisionedPollerGroupName | None
 
 
 EventSourceMappingMetricList = list[EventSourceMappingMetric]
@@ -927,6 +934,10 @@ class CreateEventSourceMappingRequest(ServiceRequest):
     ProvisionedPollerConfig: ProvisionedPollerConfig | None
 
 
+class TenancyConfig(TypedDict, total=False):
+    TenantIsolationMode: TenantIsolationMode
+
+
 class LoggingConfig(TypedDict, total=False):
     LogFormat: LogFormat | None
     ApplicationLogLevel: ApplicationLogLevel | None
@@ -1019,6 +1030,7 @@ class CreateFunctionRequest(ServiceRequest):
     EphemeralStorage: EphemeralStorage | None
     SnapStart: SnapStart | None
     LoggingConfig: LoggingConfig | None
+    TenancyConfig: TenancyConfig | None
 
 
 class CreateFunctionUrlConfigRequest(ServiceRequest):
@@ -1233,6 +1245,7 @@ class FunctionConfiguration(TypedDict, total=False):
     SnapStart: SnapStartResponse | None
     RuntimeVersionConfig: RuntimeVersionConfig | None
     LoggingConfig: LoggingConfig | None
+    TenancyConfig: TenancyConfig | None
 
 
 class FunctionEventInvokeConfig(TypedDict, total=False):
@@ -1435,6 +1448,7 @@ class InvocationRequest(ServiceRequest):
     LogType: LogType | None
     ClientContext: String | None
     Qualifier: Qualifier | None
+    TenantId: TenantId | None
 
 
 class InvocationResponse(TypedDict, total=False):
@@ -1471,6 +1485,7 @@ class InvokeWithResponseStreamRequest(ServiceRequest):
     LogType: LogType | None
     ClientContext: String | None
     Qualifier: Qualifier | None
+    TenantId: TenantId | None
 
 
 class InvokeWithResponseStreamResponseEvent(TypedDict, total=False):
@@ -2009,6 +2024,7 @@ def create_function(
         ephemeral_storage: EphemeralStorage | None = None,
         snap_start: SnapStart | None = None,
         logging_config: LoggingConfig | None = None,
+        tenancy_config: TenancyConfig | None = None,
         **kwargs,
     ) -> FunctionConfiguration:
         raise NotImplementedError
@@ -2244,6 +2260,7 @@ def invoke(
         client_context: String | None = None,
         payload: IO[Blob] | None = None,
         qualifier: Qualifier | None = None,
+        tenant_id: TenantId | None = None,
         **kwargs,
     ) -> InvocationResponse:
         raise NotImplementedError
@@ -2268,6 +2285,7 @@ def invoke_with_response_stream(
         client_context: String | None = None,
         qualifier: Qualifier | None = None,
         payload: IO[Blob] | None = None,
+        tenant_id: TenantId | None = None,
         **kwargs,
     ) -> InvokeWithResponseStreamResponse:
         raise NotImplementedError
diff --git a/localstack-core/localstack/aws/api/logs/__init__.py b/localstack-core/localstack/aws/api/logs/__init__.py
index 7bc2d079859d3..1996d6c6f4f57 100644
--- a/localstack-core/localstack/aws/api/logs/__init__.py
+++ b/localstack-core/localstack/aws/api/logs/__init__.py
@@ -66,6 +66,7 @@
 Force = bool
 ForceUpdate = bool
 FromKey = str
+GetScheduledQueryHistoryMaxResults = int
 GrokMatch = str
 IncludeLinkedAccounts = bool
 InferredTokenName = str
@@ -83,6 +84,7 @@
 ListLimit = int
 ListLogAnomalyDetectorsLimit = int
 ListLogGroupsForQueryMaxResults = int
+ListScheduledQueriesMaxResults = int
 Locale = str
 LogEventIndex = int
 LogGroupArn = str
@@ -95,6 +97,7 @@
 LogStreamName = str
 LogStreamSearchedCompletely = bool
 LogType = str
+MappingVersion = str
 MatchPattern = str
 Message = str
 MetricName = str
@@ -129,6 +132,12 @@
 ResourceIdentifier = str
 ResourceType = str
 RoleArn = str
+S3Uri = str
+ScheduleExpression = str
+ScheduleTimezone = str
+ScheduledQueryDescription = str
+ScheduledQueryIdentifier = str
+ScheduledQueryName = str
 SelectionCriteria = str
 SequenceToken = str
 Service = str
@@ -138,6 +147,7 @@
 SplitStringDelimiter = str
 StartFromHead = bool
 StatsValue = float
+String = str
 Success = bool
 SystemField = str
 TagKey = str
@@ -157,6 +167,13 @@
 WithKey = str
 
 
+class ActionStatus(StrEnum):
+    IN_PROGRESS = "IN_PROGRESS"
+    CLIENT_ERROR = "CLIENT_ERROR"
+    FAILED = "FAILED"
+    COMPLETE = "COMPLETE"
+
+
 class AnomalyDetectorStatus(StrEnum):
     INITIALIZING = "INITIALIZING"
     TRAINING = "TRAINING"
@@ -212,6 +229,14 @@ class EventSource(StrEnum):
     AWSWAF = "AWSWAF"
 
 
+class ExecutionStatus(StrEnum):
+    Running = "Running"
+    InvalidQuery = "InvalidQuery"
+    Complete = "Complete"
+    Failed = "Failed"
+    Timeout = "Timeout"
+
+
 class ExportTaskStatusCode(StrEnum):
     CANCELLED = "CANCELLED"
     COMPLETED = "COMPLETED"
@@ -253,6 +278,7 @@ class LogGroupClass(StrEnum):
 
 class OCSFVersion(StrEnum):
     V1_1 = "V1.1"
+    V1_5 = "V1.5"
 
 
 class OpenSearchResourceStatusType(StrEnum):
@@ -303,6 +329,15 @@ class QueryStatus(StrEnum):
     Unknown = "Unknown"
 
 
+class ScheduledQueryDestinationType(StrEnum):
+    S3 = "S3"
+
+
+class ScheduledQueryState(StrEnum):
+    ENABLED = "ENABLED"
+    DISABLED = "DISABLED"
+
+
 class Scope(StrEnum):
     ALL = "ALL"
 
@@ -385,6 +420,12 @@ class DataAlreadyAcceptedException(ServiceException):
     expectedSequenceToken: SequenceToken | None
 
 
+class InternalServerException(ServiceException):
+    code: str = "InternalServerException"
+    sender_fault: bool = False
+    status_code: int = 400
+
+
 class InternalStreamingException(ServiceException):
     code: str = "InternalStreamingException"
     sender_fault: bool = False
@@ -747,6 +788,41 @@ class CreateLogStreamRequest(ServiceRequest):
     logStreamName: LogStreamName
 
 
+class S3Configuration(TypedDict, total=False):
+    destinationIdentifier: S3Uri
+    roleArn: RoleArn
+
+
+class DestinationConfiguration(TypedDict, total=False):
+    s3Configuration: S3Configuration
+
+
+StartTimeOffset = int
+ScheduledQueryLogGroupIdentifiers = list[LogGroupIdentifier]
+
+
+class CreateScheduledQueryRequest(ServiceRequest):
+    name: ScheduledQueryName
+    description: ScheduledQueryDescription | None
+    queryLanguage: QueryLanguage
+    queryString: QueryString
+    logGroupIdentifiers: ScheduledQueryLogGroupIdentifiers | None
+    scheduleExpression: ScheduleExpression
+    timezone: ScheduleTimezone | None
+    startTimeOffset: StartTimeOffset | None
+    destinationConfiguration: DestinationConfiguration | None
+    scheduleStartTime: Timestamp | None
+    scheduleEndTime: Timestamp | None
+    executionRoleArn: RoleArn
+    state: ScheduledQueryState | None
+    tags: Tags | None
+
+
+class CreateScheduledQueryResponse(TypedDict, total=False):
+    scheduledQueryArn: Arn | None
+    state: ScheduledQueryState | None
+
+
 DashboardViewerPrincipals = list[Arn]
 Data = bytes
 MatchPatterns = list[MatchPattern]
@@ -851,6 +927,14 @@ class DeleteRetentionPolicyRequest(ServiceRequest):
     logGroupName: LogGroupName
 
 
+class DeleteScheduledQueryRequest(ServiceRequest):
+    identifier: ScheduledQueryIdentifier
+
+
+class DeleteScheduledQueryResponse(TypedDict, total=False):
+    pass
+
+
 class DeleteSubscriptionFilterRequest(ServiceRequest):
     logGroupName: LogGroupName
     filterName: FilterName
@@ -1296,6 +1380,7 @@ class Entity(TypedDict, total=False):
 
 
 EventNumber = int
+ExecutionStatusList = list[ExecutionStatus]
 ExtractedValues = dict[Token, Value]
 
 
@@ -1582,6 +1667,69 @@ class GetQueryResultsResponse(TypedDict, total=False):
     encryptionKey: EncryptionKey | None
 
 
+class GetScheduledQueryHistoryRequest(ServiceRequest):
+    identifier: ScheduledQueryIdentifier
+    startTime: Timestamp
+    endTime: Timestamp
+    executionStatuses: ExecutionStatusList | None
+    maxResults: GetScheduledQueryHistoryMaxResults | None
+    nextToken: NextToken | None
+
+
+class ScheduledQueryDestination(TypedDict, total=False):
+    destinationType: ScheduledQueryDestinationType | None
+    destinationIdentifier: String | None
+    status: ActionStatus | None
+    processedIdentifier: String | None
+    errorMessage: String | None
+
+
+ScheduledQueryDestinationList = list[ScheduledQueryDestination]
+
+
+class TriggerHistoryRecord(TypedDict, total=False):
+    queryId: QueryId | None
+    executionStatus: ExecutionStatus | None
+    triggeredTimestamp: Timestamp | None
+    errorMessage: String | None
+    destinations: ScheduledQueryDestinationList | None
+
+
+TriggerHistoryRecordList = list[TriggerHistoryRecord]
+
+
+class GetScheduledQueryHistoryResponse(TypedDict, total=False):
+    name: ScheduledQueryName | None
+    scheduledQueryArn: Arn | None
+    triggerHistory: TriggerHistoryRecordList | None
+    nextToken: NextToken | None
+
+
+class GetScheduledQueryRequest(ServiceRequest):
+    identifier: ScheduledQueryIdentifier
+
+
+class GetScheduledQueryResponse(TypedDict, total=False):
+    scheduledQueryArn: Arn | None
+    name: ScheduledQueryName | None
+    description: ScheduledQueryDescription | None
+    queryLanguage: QueryLanguage | None
+    queryString: QueryString | None
+    logGroupIdentifiers: ScheduledQueryLogGroupIdentifiers | None
+    scheduleExpression: ScheduleExpression | None
+    timezone: ScheduleTimezone | None
+    startTimeOffset: StartTimeOffset | None
+    destinationConfiguration: DestinationConfiguration | None
+    state: ScheduledQueryState | None
+    lastTriggeredTime: Timestamp | None
+    lastExecutionStatus: ExecutionStatus | None
+    scheduleStartTime: Timestamp | None
+    scheduleEndTime: Timestamp | None
+    executionRoleArn: RoleArn | None
+    creationTime: Timestamp | None
+    lastUpdatedTime: Timestamp | None
+
+
 class GetTransformerRequest(ServiceRequest):
     logGroupIdentifier: LogGroupIdentifier
 
@@ -1669,6 +1817,7 @@ class ParseToOCSF(TypedDict, total=False):
     source: Source | None
     eventSource: EventSource
     ocsfVersion: OCSFVersion
+    mappingVersion: MappingVersion | None
 
 
 class ParseRoute53(TypedDict, total=False):
@@ -1851,6 +2000,33 @@ class ListLogGroupsResponse(TypedDict, total=False):
     nextToken: NextToken | None
 
 
+class ListScheduledQueriesRequest(ServiceRequest):
+    maxResults: ListScheduledQueriesMaxResults | None
+    nextToken: NextToken | None
+    state: ScheduledQueryState | None
+
+
+class ScheduledQuerySummary(TypedDict, total=False):
+    scheduledQueryArn: Arn | None
+    name: ScheduledQueryName | None
+    state: ScheduledQueryState | None
+    lastTriggeredTime: Timestamp | None
+    lastExecutionStatus: ExecutionStatus | None
+    scheduleExpression: ScheduleExpression | None
+    timezone: ScheduleTimezone | None
+    destinationConfiguration: DestinationConfiguration | None
+    creationTime: Timestamp | None
+    lastUpdatedTime: Timestamp | None
+
+
+ScheduledQuerySummaryList = list[ScheduledQuerySummary]
+
+
+class ListScheduledQueriesResponse(TypedDict, total=False):
+    nextToken: NextToken | None
+    scheduledQueries: ScheduledQuerySummaryList | None
+
+
 class ListTagsForResourceRequest(ServiceRequest):
     resourceArn: AmazonResourceName
 
@@ -2219,6 +2395,43 @@ class UpdateLogAnomalyDetectorRequest(ServiceRequest):
     enabled: Boolean
 
 
+class UpdateScheduledQueryRequest(ServiceRequest):
+    identifier: ScheduledQueryIdentifier
+    description: ScheduledQueryDescription | None
+    queryLanguage: QueryLanguage
+    queryString: QueryString
+    logGroupIdentifiers: ScheduledQueryLogGroupIdentifiers | None
+    scheduleExpression: ScheduleExpression
+    timezone: ScheduleTimezone | None
+    startTimeOffset: StartTimeOffset | None
+    destinationConfiguration: DestinationConfiguration | None
+    scheduleStartTime: Timestamp | None
+    scheduleEndTime: Timestamp | None
+    executionRoleArn: RoleArn
+    state: ScheduledQueryState | None
+
+
+class UpdateScheduledQueryResponse(TypedDict, total=False):
+    scheduledQueryArn: Arn | None
+    name: ScheduledQueryName | None
+    description: ScheduledQueryDescription | None
+    queryLanguage: QueryLanguage | None
+    queryString: QueryString | None
+    logGroupIdentifiers: ScheduledQueryLogGroupIdentifiers | None
+    scheduleExpression: ScheduleExpression | None
+    timezone: ScheduleTimezone | None
+    startTimeOffset: StartTimeOffset | None
+    destinationConfiguration: DestinationConfiguration | None
+    state: ScheduledQueryState | None
+    lastTriggeredTime: Timestamp | None
+    lastExecutionStatus: ExecutionStatus | None
+    scheduleStartTime: Timestamp | None
+    scheduleEndTime: Timestamp | None
+    executionRoleArn: RoleArn | None
+    creationTime: Timestamp | None
+    lastUpdatedTime: Timestamp | None
+
+
 class LogsApi:
     service: str = "logs"
     version: str = "2014-03-28"
@@ -2295,6 +2508,28 @@ def create_log_stream(
     ) -> None:
         raise NotImplementedError
 
+    @handler("CreateScheduledQuery")
+    def create_scheduled_query(
+        self,
+        context: RequestContext,
+        name: ScheduledQueryName,
+        query_language: QueryLanguage,
+        query_string: QueryString,
+        schedule_expression: ScheduleExpression,
+        execution_role_arn: RoleArn,
+        description: ScheduledQueryDescription | None = None,
+        log_group_identifiers: ScheduledQueryLogGroupIdentifiers | None = None,
+        timezone: ScheduleTimezone | None = None,
+        start_time_offset: StartTimeOffset | None = None,
+        destination_configuration: DestinationConfiguration | None = None,
+        schedule_start_time: Timestamp | None = None,
+        schedule_end_time: Timestamp | None = None,
+        state: ScheduledQueryState | None = None,
+        tags: Tags | None = None,
+        **kwargs,
+    ) -> CreateScheduledQueryResponse:
+        raise NotImplementedError
+
     @handler("DeleteAccountPolicy")
     def delete_account_policy(
         self, context: RequestContext, policy_name: PolicyName, policy_type: PolicyType, **kwargs
@@ -2406,6 +2641,12 @@ def delete_retention_policy(
     ) -> None:
         raise NotImplementedError
 
+    @handler("DeleteScheduledQuery")
+    def delete_scheduled_query(
+        self, context: RequestContext, identifier: ScheduledQueryIdentifier, **kwargs
+    ) -> DeleteScheduledQueryResponse:
+        raise NotImplementedError
+
     @handler("DeleteSubscriptionFilter")
     def delete_subscription_filter(
         self,
@@ -2740,6 +2981,26 @@ def get_query_results(
     ) -> GetQueryResultsResponse:
         raise NotImplementedError
 
+    @handler("GetScheduledQuery")
+    def get_scheduled_query(
+        self, context: RequestContext, identifier: ScheduledQueryIdentifier, **kwargs
+    ) -> GetScheduledQueryResponse:
+        raise NotImplementedError
+
+    @handler("GetScheduledQueryHistory")
+    def get_scheduled_query_history(
+        self,
+        context: RequestContext,
+        identifier: ScheduledQueryIdentifier,
+        start_time: Timestamp,
+        end_time: Timestamp,
+        execution_statuses: ExecutionStatusList | None = None,
+        max_results: GetScheduledQueryHistoryMaxResults | None = None,
+        next_token: NextToken | None = None,
+        **kwargs,
+    ) -> GetScheduledQueryHistoryResponse:
+        raise NotImplementedError
+
     @handler("GetTransformer")
     def get_transformer(
         self, context: RequestContext, log_group_identifier: LogGroupIdentifier, **kwargs
@@ -2805,6 +3066,17 @@ def list_log_groups_for_query(
     ) -> ListLogGroupsForQueryResponse:
         raise NotImplementedError
 
+    @handler("ListScheduledQueries")
+    def list_scheduled_queries(
+        self,
+        context: RequestContext,
+        max_results: ListScheduledQueriesMaxResults | None = None,
+        next_token: NextToken | None = None,
+        state: ScheduledQueryState | None = None,
+        **kwargs,
+    ) -> ListScheduledQueriesResponse:
+        raise NotImplementedError
+
     @handler("ListTagsForResource")
     def list_tags_for_resource(
         self, context: RequestContext, resource_arn: AmazonResourceName, **kwargs
@@ -3128,3 +3400,24 @@ def update_log_anomaly_detector(
         **kwargs,
     ) -> None:
         raise NotImplementedError
+
+    @handler("UpdateScheduledQuery")
+    def update_scheduled_query(
+        self,
+        context: RequestContext,
+        identifier: ScheduledQueryIdentifier,
+        query_language: QueryLanguage,
+        query_string: QueryString,
+        schedule_expression: ScheduleExpression,
+        execution_role_arn: RoleArn,
+        description: ScheduledQueryDescription | None = None,
+        log_group_identifiers: ScheduledQueryLogGroupIdentifiers | None = None,
+        timezone: ScheduleTimezone | None = None,
+        start_time_offset: StartTimeOffset | None = None,
+        destination_configuration: DestinationConfiguration | None = None,
+        schedule_start_time: Timestamp | None = None,
+        schedule_end_time: Timestamp | None = None,
+        state: ScheduledQueryState | None = None,
+        **kwargs,
+    ) -> UpdateScheduledQueryResponse:
+        raise NotImplementedError
diff --git a/localstack-core/localstack/aws/api/opensearch/__init__.py b/localstack-core/localstack/aws/api/opensearch/__init__.py
index e6040af226ff6..9b46b6dbfb54e 100644
--- a/localstack-core/localstack/aws/api/opensearch/__init__.py
+++ b/localstack-core/localstack/aws/api/opensearch/__init__.py
@@ -46,6 +46,7 @@
 IdentityCenterInstanceARN = str
 IdentityPoolId = str
 IdentityStoreId = str
+IndexName = str
 InstanceCount = int
 InstanceRole = str
 InstanceTypeString = str
@@ -262,6 +263,12 @@ class InboundConnectionStatusCode(StrEnum):
     DELETED = "DELETED"
 
 
+class IndexStatus(StrEnum):
+    CREATED = "CREATED"
+    UPDATED = "UPDATED"
+    DELETED = "DELETED"
+
+
 class InitiatedBy(StrEnum):
     CUSTOMER = "CUSTOMER"
     SERVICE = "SERVICE"
@@ -679,6 +686,12 @@ class SlotNotAvailableException(ServiceException):
     SlotSuggestions: SlotList | None
 
 
+class ThrottlingException(ServiceException):
+    code: str = "ThrottlingException"
+    sender_fault: bool = False
+    status_code: int = 429
+
+
 class ValidationException(ServiceException):
     code: str = "ValidationException"
     sender_fault: bool = False
@@ -1466,6 +1479,20 @@ class CreateDomainResponse(TypedDict, total=False):
     DomainStatus: DomainStatus | None
 
 
+class IndexSchema(TypedDict, total=False):
+    pass
+
+
+class CreateIndexRequest(ServiceRequest):
+    DomainName: DomainName
+    IndexName: IndexName
+    IndexSchema: IndexSchema
+
+
+class CreateIndexResponse(TypedDict, total=False):
+    Status: IndexStatus
+
+
 class CreateOutboundConnectionRequest(ServiceRequest):
     LocalDomainInfo: DomainInformationContainer
     RemoteDomainInfo: DomainInformationContainer
@@ -1625,6 +1652,15 @@ class DeleteInboundConnectionResponse(TypedDict, total=False):
     Connection: InboundConnection | None
 
 
+class DeleteIndexRequest(ServiceRequest):
+    DomainName: DomainName
+    IndexName: IndexName
+
+
+class DeleteIndexResponse(TypedDict, total=False):
+    Status: IndexStatus
+
+
 class DeleteOutboundConnectionRequest(ServiceRequest):
     ConnectionId: ConnectionId
 
@@ -2200,6 +2236,15 @@ class GetDomainMaintenanceStatusResponse(TypedDict, total=False):
     UpdatedAt: UpdateTimestamp | None
 
 
+class GetIndexRequest(ServiceRequest):
+    DomainName: DomainName
+    IndexName: IndexName
+
+
+class GetIndexResponse(TypedDict, total=False):
+    IndexSchema: IndexSchema
+
+
 class GetPackageVersionHistoryRequest(ServiceRequest):
     PackageID: PackageID
     MaxResults: MaxResults | None
@@ -2579,6 +2624,16 @@ class UpdateDomainConfigResponse(TypedDict, total=False):
     DryRunProgressStatus: DryRunProgressStatus | None
 
 
+class UpdateIndexRequest(ServiceRequest):
+    DomainName: DomainName
+    IndexName: IndexName
+    IndexSchema: IndexSchema
+
+
+class UpdateIndexResponse(TypedDict, total=False):
+    Status: IndexStatus
+
+
 class UpdatePackageRequest(ServiceRequest):
     PackageID: PackageID
     PackageSource: PackageSource
@@ -2772,6 +2827,17 @@ def create_domain(
     ) -> CreateDomainResponse:
         raise NotImplementedError
 
+    @handler("CreateIndex")
+    def create_index(
+        self,
+        context: RequestContext,
+        domain_name: DomainName,
+        index_name: IndexName,
+        index_schema: IndexSchema,
+        **kwargs,
+    ) -> CreateIndexResponse:
+        raise NotImplementedError
+
     @handler("CreateOutboundConnection")
     def create_outbound_connection(
         self,
@@ -2842,6 +2908,12 @@ def delete_inbound_connection(
     ) -> DeleteInboundConnectionResponse:
         raise NotImplementedError
 
+    @handler("DeleteIndex")
+    def delete_index(
+        self, context: RequestContext, domain_name: DomainName, index_name: IndexName, **kwargs
+    ) -> DeleteIndexResponse:
+        raise NotImplementedError
+
     @handler("DeleteOutboundConnection")
     def delete_outbound_connection(
         self, context: RequestContext, connection_id: ConnectionId, **kwargs
@@ -3044,6 +3116,12 @@ def get_domain_maintenance_status(
     ) -> GetDomainMaintenanceStatusResponse:
         raise NotImplementedError
 
+    @handler("GetIndex")
+    def get_index(
+        self, context: RequestContext, domain_name: DomainName, index_name: IndexName, **kwargs
+    ) -> GetIndexResponse:
+        raise NotImplementedError
+
     @handler("GetPackageVersionHistory")
     def get_package_version_history(
         self,
@@ -3328,6 +3406,17 @@ def update_domain_config(
     ) -> UpdateDomainConfigResponse:
         raise NotImplementedError
 
+    @handler("UpdateIndex")
+    def update_index(
+        self,
+        context: RequestContext,
+        domain_name: DomainName,
+        index_name: IndexName,
+        index_schema: IndexSchema,
+        **kwargs,
+    ) -> UpdateIndexResponse:
+        raise NotImplementedError
+
     @handler("UpdatePackage")
     def update_package(
         self,
diff --git a/localstack-core/localstack/aws/api/redshift/__init__.py b/localstack-core/localstack/aws/api/redshift/__init__.py
index 31f99927a2243..49d7095cb3c69 100644
--- a/localstack-core/localstack/aws/api/redshift/__init__.py
+++ b/localstack-core/localstack/aws/api/redshift/__init__.py
@@ -7,6 +7,7 @@
 AuthenticationProfileNameString = str
 Boolean = bool
 BooleanOptional = bool
+CatalogNameString = str
 CustomDomainCertificateArnString = str
 CustomDomainNameString = str
 Description = str
@@ -39,6 +40,11 @@ class ActionType(StrEnum):
     resize_cluster = "resize-cluster"
 
 
+class ApplicationType(StrEnum):
+    None_ = "None"
+    Lakehouse = "Lakehouse"
+
+
 class AquaConfigurationStatus(StrEnum):
     enabled = "enabled"
     disabled = "disabled"
@@ -95,6 +101,16 @@ class ImpactRankingType(StrEnum):
     LOW = "LOW"
 
 
+class LakehouseIdcRegistration(StrEnum):
+    Associate = "Associate"
+    Disassociate = "Disassociate"
+
+
+class LakehouseRegistration(StrEnum):
+    Register = "Register"
+    Deregister = "Deregister"
+
+
 class LogDestinationType(StrEnum):
     s3 = "s3"
     cloudwatch = "cloudwatch"
@@ -1627,6 +1643,8 @@ class Cluster(TypedDict, total=False):
     IpAddressType: String | None
     MultiAZ: String | None
     MultiAZSecondary: SecondaryClusterInfo | None
+    LakehouseRegistrationStatus: String | None
+    CatalogArn: String | None
 
 
 class ClusterCredentials(TypedDict, total=False):
@@ -1768,6 +1786,10 @@ class ClustersMessage(TypedDict, total=False):
     Clusters: ClusterList | None
 
 
+class Connect(TypedDict, total=False):
+    Authorization: ServiceAuthorization
+
+
 ConsumerIdentifierList = list[String]
 
 
@@ -1836,6 +1858,7 @@ class CreateClusterMessage(ServiceRequest):
     IpAddressType: String | None
     MultiAZ: BooleanOptional | None
     RedshiftIdcApplicationArn: String | None
+    CatalogName: CatalogNameString | None
 
 
 class CreateClusterParameterGroupMessage(ServiceRequest):
@@ -1995,6 +2018,13 @@ class CreateIntegrationMessage(ServiceRequest):
 TagKeyList = list[String]
 
 
+class RedshiftScopeUnion(TypedDict, total=False):
+    Connect: Connect | None
+
+
+RedshiftServiceIntegrations = list[RedshiftScopeUnion]
+
+
 class ReadWriteAccess(TypedDict, total=False):
     Authorization: ServiceAuthorization
 
@@ -2020,6 +2050,7 @@ class LakeFormationScopeUnion(TypedDict, total=False):
 class ServiceIntegrationsUnion(TypedDict, total=False):
     LakeFormation: LakeFormationServiceIntegrations | None
     S3AccessGrants: S3AccessGrantsServiceIntegrations | None
+    Redshift: RedshiftServiceIntegrations | None
 
 
 ServiceIntegrationList = list[ServiceIntegrationsUnion]
@@ -2033,6 +2064,7 @@ class CreateRedshiftIdcApplicationMessage(ServiceRequest):
     IamRoleArn: String
     AuthorizedTokenIssuerList: AuthorizedTokenIssuerList | None
     ServiceIntegrations: ServiceIntegrationList | None
+    ApplicationType: ApplicationType | None
     Tags: TagList | None
     SsoTagKeys: TagKeyList | None
 
@@ -2048,6 +2080,7 @@ class RedshiftIdcApplication(TypedDict, total=False):
     IdcOnboardStatus: String | None
     AuthorizedTokenIssuerList: AuthorizedTokenIssuerList | None
     ServiceIntegrations: ServiceIntegrationList | None
+    ApplicationType: ApplicationType | None
     Tags: TagList | None
     SsoTagKeys: TagKeyList | None
 
@@ -3010,6 +3043,13 @@ class IntegrationsMessage(TypedDict, total=False):
     Integrations: IntegrationList | None
 
 
+class LakehouseConfiguration(TypedDict, total=False):
+    ClusterIdentifier: String | None
+    LakehouseIdcApplicationArn: String | None
+    LakehouseRegistrationStatus: String | None
+    CatalogArn: String | None
+
+
 class ListRecommendationsMessage(ServiceRequest):
     ClusterIdentifier: String | None
     NamespaceArn: String | None
@@ -3232,6 +3272,15 @@ class ModifyIntegrationMessage(ServiceRequest):
     IntegrationName: IntegrationName | None
 
 
+class ModifyLakehouseConfigurationMessage(ServiceRequest):
+    ClusterIdentifier: String
+    LakehouseRegistration: LakehouseRegistration | None
+    CatalogName: CatalogNameString | None
+    LakehouseIdcRegistration: LakehouseIdcRegistration | None
+    LakehouseIdcApplicationArn: String | None
+    DryRun: BooleanOptional | None
+
+
 class ModifyRedshiftIdcApplicationMessage(ServiceRequest):
     RedshiftIdcApplicationArn: String
     IdentityNamespace: IdentityNamespaceString | None
@@ -3442,6 +3491,8 @@ class RestoreFromClusterSnapshotMessage(ServiceRequest):
     MasterPasswordSecretKmsKeyId: String | None
     IpAddressType: String | None
     MultiAZ: BooleanOptional | None
+    CatalogName: CatalogNameString | None
+    RedshiftIdcApplicationArn: String | None
 
 
 class RestoreFromClusterSnapshotResult(TypedDict, total=False):
@@ -3792,6 +3843,7 @@ def create_cluster(
         ip_address_type: String | None = None,
         multi_az: BooleanOptional | None = None,
         redshift_idc_application_arn: String | None = None,
+        catalog_name: CatalogNameString | None = None,
         **kwargs,
     ) -> CreateClusterResult:
         raise NotImplementedError
@@ -3934,6 +3986,7 @@ def create_redshift_idc_application(
         identity_namespace: IdentityNamespaceString | None = None,
         authorized_token_issuer_list: AuthorizedTokenIssuerList | None = None,
         service_integrations: ServiceIntegrationList | None = None,
+        application_type: ApplicationType | None = None,
         tags: TagList | None = None,
         sso_tag_keys: TagKeyList | None = None,
         **kwargs,
@@ -4957,6 +5010,20 @@ def modify_integration(
     ) -> Integration:
         raise NotImplementedError
 
+    @handler("ModifyLakehouseConfiguration")
+    def modify_lakehouse_configuration(
+        self,
+        context: RequestContext,
+        cluster_identifier: String,
+        lakehouse_registration: LakehouseRegistration | None = None,
+        catalog_name: CatalogNameString | None = None,
+        lakehouse_idc_registration: LakehouseIdcRegistration | None = None,
+        lakehouse_idc_application_arn: String | None = None,
+        dry_run: BooleanOptional | None = None,
+        **kwargs,
+    ) -> LakehouseConfiguration:
+        raise NotImplementedError
+
     @handler("ModifyRedshiftIdcApplication")
     def modify_redshift_idc_application(
         self,
@@ -5130,6 +5197,8 @@ def restore_from_cluster_snapshot(
         master_password_secret_kms_key_id: String | None = None,
         ip_address_type: String | None = None,
         multi_az: BooleanOptional | None = None,
+        catalog_name: CatalogNameString | None = None,
+        redshift_idc_application_arn: String | None = None,
         **kwargs,
     ) -> RestoreFromClusterSnapshotResult:
         raise NotImplementedError
diff --git a/localstack-core/localstack/aws/api/resourcegroupstaggingapi/__init__.py b/localstack-core/localstack/aws/api/resourcegroupstaggingapi/__init__.py
index ff5a733529636..9c6df7705bd36 100644
--- a/localstack-core/localstack/aws/api/resourcegroupstaggingapi/__init__.py
+++ b/localstack-core/localstack/aws/api/resourcegroupstaggingapi/__init__.py
@@ -4,16 +4,19 @@
 from localstack.aws.api import RequestContext, ServiceException, ServiceRequest, handler
 
 AmazonResourceType = str
+CloudFormationResourceType = str
 ComplianceStatus = bool
 ErrorMessage = str
 ExceptionMessage = str
 ExcludeCompliantResources = bool
 IncludeComplianceDetails = bool
 LastUpdated = str
+MaxResultsForListRequiredTags = int
 MaxResultsGetComplianceSummary = int
 PaginationToken = str
 Region = str
 ResourceARN = str
+ResourceType = str
 ResourcesPerPage = int
 S3Bucket = str
 S3Location = str
@@ -78,6 +81,7 @@ class ThrottledException(ServiceException):
     status_code: int = 400
 
 
+CloudFormationResourceTypes = list[CloudFormationResourceType]
 TagKeyList = list[TagKey]
 
 
@@ -208,6 +212,28 @@ class GetTagValuesOutput(TypedDict, total=False):
     TagValues: TagValuesOutputList | None
 
 
+class ListRequiredTagsInput(ServiceRequest):
+    NextToken: PaginationToken | None
+    MaxResults: MaxResultsForListRequiredTags | None
+
+
+ReportingTagKeys = list[TagKey]
+
+
+class RequiredTag(TypedDict, total=False):
+    ResourceType: ResourceType | None
+    CloudFormationResourceTypes: CloudFormationResourceTypes | None
+    ReportingTagKeys: ReportingTagKeys | None
+
+
+RequiredTagsForListRequiredTags = list[RequiredTag]
+
+
+class ListRequiredTagsOutput(TypedDict, total=False):
+    RequiredTags: RequiredTagsForListRequiredTags | None
+    NextToken: PaginationToken | None
+
+
 ResourceARNListForTagUntag = list[ResourceARN]
 
 
@@ -298,6 +324,16 @@ def get_tag_values(
     ) -> GetTagValuesOutput:
         raise NotImplementedError
 
+    @handler("ListRequiredTags")
+    def list_required_tags(
+        self,
+        context: RequestContext,
+        next_token: PaginationToken | None = None,
+        max_results: MaxResultsForListRequiredTags | None = None,
+        **kwargs,
+    ) -> ListRequiredTagsOutput:
+        raise NotImplementedError
+
     @handler("StartReportCreation")
     def start_report_creation(
         self, context: RequestContext, s3_bucket: S3Bucket, **kwargs
diff --git a/localstack-core/localstack/aws/api/route53resolver/__init__.py b/localstack-core/localstack/aws/api/route53resolver/__init__.py
index 981e617bc3072..22ffca9ed362a 100644
--- a/localstack-core/localstack/aws/api/route53resolver/__init__.py
+++ b/localstack-core/localstack/aws/api/route53resolver/__init__.py
@@ -84,6 +84,7 @@ class ConfidenceThreshold(StrEnum):
 class DnsThreatProtection(StrEnum):
     DGA = "DGA"
     DNS_TUNNELING = "DNS_TUNNELING"
+    DICTIONARY_DGA = "DICTIONARY_DGA"
 
 
 class FirewallDomainImportOperation(StrEnum):
diff --git a/localstack-core/localstack/aws/api/s3/__init__.py b/localstack-core/localstack/aws/api/s3/__init__.py
index e11f51e8dc33c..7bc050232f6a7 100644
--- a/localstack-core/localstack/aws/api/s3/__init__.py
+++ b/localstack-core/localstack/aws/api/s3/__init__.py
@@ -212,6 +212,11 @@ class ArchiveStatus(StrEnum):
     DEEP_ARCHIVE_ACCESS = "DEEP_ARCHIVE_ACCESS"
 
 
+class BucketAbacStatus(StrEnum):
+    Enabled = "Enabled"
+    Disabled = "Disabled"
+
+
 class BucketAccelerateStatus(StrEnum):
     Enabled = "Enabled"
     Suspended = "Suspended"
@@ -313,6 +318,11 @@ class EncodingType(StrEnum):
     url = "url"
 
 
+class EncryptionType(StrEnum):
+    NONE = "NONE"
+    SSE_C = "SSE-C"
+
+
 class Event(StrEnum):
     s3_ReducedRedundancyLostObject = "s3:ReducedRedundancyLostObject"
     s3_ObjectCreated_ = "s3:ObjectCreated:*"
@@ -1070,6 +1080,10 @@ class AuthorizationHeaderMalformed(ServiceException):
     HostId: HostId | None
 
 
+class AbacStatus(TypedDict, total=False):
+    Status: BucketAbacStatus | None
+
+
 AbortDate = datetime
 
 
@@ -1178,6 +1192,13 @@ class AnalyticsConfiguration(TypedDict, total=False):
 
 
 AnalyticsConfigurationList = list[AnalyticsConfiguration]
+EncryptionTypeList = list[EncryptionType]
+
+
+class BlockedEncryptionTypes(TypedDict, total=False):
+    EncryptionType: EncryptionTypeList | None
+
+
 Body = bytes
 CreationDate = datetime
 
@@ -1948,6 +1969,15 @@ class FilterRule(TypedDict, total=False):
 FilterRuleList = list[FilterRule]
 
 
+class GetBucketAbacOutput(TypedDict, total=False):
+    AbacStatus: AbacStatus | None
+
+
+class GetBucketAbacRequest(ServiceRequest):
+    Bucket: BucketName
+    ExpectedBucketOwner: AccountId | None
+
+
 class GetBucketAccelerateConfigurationOutput(TypedDict, total=False):
     Status: BucketAccelerateStatus | None
     RequestCharged: RequestCharged | None
@@ -1996,6 +2026,7 @@ class ServerSideEncryptionByDefault(TypedDict, total=False):
 class ServerSideEncryptionRule(TypedDict, total=False):
     ApplyServerSideEncryptionByDefault: ServerSideEncryptionByDefault | None
     BucketKeyEnabled: BucketKeyEnabled | None
+    BlockedEncryptionTypes: BlockedEncryptionTypes | None
 
 
 ServerSideEncryptionRules = list[ServerSideEncryptionRule]
@@ -3169,6 +3200,14 @@ class ProgressEvent(TypedDict, total=False):
     Details: Progress | None
 
 
+class PutBucketAbacRequest(ServiceRequest):
+    Bucket: BucketName
+    ContentMD5: ContentMD5 | None
+    ChecksumAlgorithm: ChecksumAlgorithm | None
+    ExpectedBucketOwner: AccountId | None
+    AbacStatus: AbacStatus
+
+
 class PutBucketAccelerateConfigurationRequest(ServiceRequest):
     Bucket: BucketName
     AccelerateConfiguration: AccelerateConfiguration
@@ -4177,6 +4216,16 @@ def delete_public_access_block(
     ) -> None:
         raise NotImplementedError
 
+    @handler("GetBucketAbac")
+    def get_bucket_abac(
+        self,
+        context: RequestContext,
+        bucket: BucketName,
+        expected_bucket_owner: AccountId | None = None,
+        **kwargs,
+    ) -> GetBucketAbacOutput:
+        raise NotImplementedError
+
     @handler("GetBucketAccelerateConfiguration")
     def get_bucket_accelerate_configuration(
         self,
@@ -4748,6 +4797,19 @@ def list_parts(
     ) -> ListPartsOutput:
         raise NotImplementedError
 
+    @handler("PutBucketAbac")
+    def put_bucket_abac(
+        self,
+        context: RequestContext,
+        bucket: BucketName,
+        abac_status: AbacStatus,
+        content_md5: ContentMD5 | None = None,
+        checksum_algorithm: ChecksumAlgorithm | None = None,
+        expected_bucket_owner: AccountId | None = None,
+        **kwargs,
+    ) -> None:
+        raise NotImplementedError
+
     @handler("PutBucketAccelerateConfiguration")
     def put_bucket_accelerate_configuration(
         self,
diff --git a/localstack-core/localstack/aws/api/secretsmanager/__init__.py b/localstack-core/localstack/aws/api/secretsmanager/__init__.py
index 1120628473093..c6a071045d005 100644
--- a/localstack-core/localstack/aws/api/secretsmanager/__init__.py
+++ b/localstack-core/localstack/aws/api/secretsmanager/__init__.py
@@ -15,11 +15,14 @@
 ExcludeNumbersType = bool
 ExcludePunctuationType = bool
 ExcludeUppercaseType = bool
+ExternalSecretRotationMetadataItemKeyType = str
+ExternalSecretRotationMetadataItemValueType = str
 FilterValueStringType = str
 IncludeSpaceType = bool
 KmsKeyIdType = str
 MaxResultsBatchType = int
 MaxResultsType = int
+MedeaTypeType = str
 NameType = str
 NextTokenType = str
 NonEmptyResourcePolicyType = str
@@ -27,6 +30,7 @@
 RandomPasswordType = str
 RegionType = str
 RequireEachIncludedTypeType = bool
+RoleARNType = str
 RotationEnabledType = bool
 RotationLambdaARNType = str
 RotationTokenType = str
@@ -222,6 +226,7 @@ class CreateSecretRequest(ServiceRequest):
     Tags: TagListType | None
     AddReplicaRegions: AddReplicaRegionListType | None
     ForceOverwriteReplicaSecret: BooleanType | None
+    Type: MedeaTypeType | None
 
 
 LastAccessedDateType = datetime
@@ -286,6 +291,14 @@ class DescribeSecretRequest(ServiceRequest):
 LastRotatedDateType = datetime
 
 
+class ExternalSecretRotationMetadataItem(TypedDict, total=False):
+    Key: ExternalSecretRotationMetadataItemKeyType | None
+    Value: ExternalSecretRotationMetadataItemValueType | None
+
+
+ExternalSecretRotationMetadataType = list[ExternalSecretRotationMetadataItem]
+
+
 class RotationRulesType(TypedDict, total=False):
     AutomaticallyAfterDays: AutomaticallyRotateAfterDaysType | None
     Duration: DurationType | None
@@ -295,11 +308,14 @@ class RotationRulesType(TypedDict, total=False):
 class DescribeSecretResponse(TypedDict, total=False):
     ARN: SecretARNType | None
     Name: SecretNameType | None
+    Type: MedeaTypeType | None
     Description: DescriptionType | None
     KmsKeyId: KmsKeyIdType | None
     RotationEnabled: RotationEnabledType | None
     RotationLambdaARN: RotationLambdaARNType | None
     RotationRules: RotationRulesType | None
+    ExternalSecretRotationMetadata: ExternalSecretRotationMetadataType | None
+    ExternalSecretRotationRoleArn: RoleARNType | None
     LastRotatedDate: LastRotatedDateType | None
     LastChangedDate: LastChangedDateType | None
     LastAccessedDate: LastAccessedDateType | None
@@ -396,11 +412,14 @@ class ListSecretsRequest(ServiceRequest):
 class SecretListEntry(TypedDict, total=False):
     ARN: SecretARNType | None
     Name: SecretNameType | None
+    Type: MedeaTypeType | None
     Description: DescriptionType | None
     KmsKeyId: KmsKeyIdType | None
     RotationEnabled: RotationEnabledType | None
     RotationLambdaARN: RotationLambdaARNType | None
     RotationRules: RotationRulesType | None
+    ExternalSecretRotationMetadata: ExternalSecretRotationMetadataType | None
+    ExternalSecretRotationRoleArn: RoleARNType | None
     LastRotatedDate: LastRotatedDateType | None
     LastChangedDate: LastChangedDateType | None
     LastAccessedDate: LastAccessedDateType | None
@@ -486,6 +505,8 @@ class RotateSecretRequest(ServiceRequest):
     ClientRequestToken: ClientRequestTokenType | None
     RotationLambdaARN: RotationLambdaARNType | None
     RotationRules: RotationRulesType | None
+    ExternalSecretRotationMetadata: ExternalSecretRotationMetadataType | None
+    ExternalSecretRotationRoleArn: RoleARNType | None
     RotateImmediately: BooleanType | None
 
 
@@ -523,6 +544,7 @@ class UpdateSecretRequest(ServiceRequest):
     KmsKeyId: KmsKeyIdType | None
     SecretBinary: SecretBinaryType | None
     SecretString: SecretStringType | None
+    Type: MedeaTypeType | None
 
 
 class UpdateSecretResponse(TypedDict, total=False):
@@ -583,20 +605,9 @@ def cancel_rotate_secret(
     ) -> CancelRotateSecretResponse:
         raise NotImplementedError
 
-    @handler("CreateSecret")
+    @handler("CreateSecret", expand=False)
     def create_secret(
-        self,
-        context: RequestContext,
-        name: NameType,
-        client_request_token: ClientRequestTokenType | None = None,
-        description: DescriptionType | None = None,
-        kms_key_id: KmsKeyIdType | None = None,
-        secret_binary: SecretBinaryType | None = None,
-        secret_string: SecretStringType | None = None,
-        tags: TagListType | None = None,
-        add_replica_regions: AddReplicaRegionListType | None = None,
-        force_overwrite_replica_secret: BooleanType | None = None,
-        **kwargs,
+        self, context: RequestContext, request: CreateSecretRequest, **kwargs
     ) -> CreateSecretResponse:
         raise NotImplementedError
 
@@ -741,6 +752,8 @@ def rotate_secret(
         client_request_token: ClientRequestTokenType | None = None,
         rotation_lambda_arn: RotationLambdaARNType | None = None,
         rotation_rules: RotationRulesType | None = None,
+        external_secret_rotation_metadata: ExternalSecretRotationMetadataType | None = None,
+        external_secret_rotation_role_arn: RoleARNType | None = None,
         rotate_immediately: BooleanType | None = None,
         **kwargs,
     ) -> RotateSecretResponse:
@@ -764,17 +777,9 @@ def untag_resource(
     ) -> None:
         raise NotImplementedError
 
-    @handler("UpdateSecret")
+    @handler("UpdateSecret", expand=False)
     def update_secret(
-        self,
-        context: RequestContext,
-        secret_id: SecretIdType,
-        client_request_token: ClientRequestTokenType | None = None,
-        description: DescriptionType | None = None,
-        kms_key_id: KmsKeyIdType | None = None,
-        secret_binary: SecretBinaryType | None = None,
-        secret_string: SecretStringType | None = None,
-        **kwargs,
+        self, context: RequestContext, request: UpdateSecretRequest, **kwargs
     ) -> UpdateSecretResponse:
         raise NotImplementedError
 
diff --git a/localstack-core/localstack/aws/api/stepfunctions/__init__.py b/localstack-core/localstack/aws/api/stepfunctions/__init__.py
index 64677eeb79c85..dabc70829aeaf 100644
--- a/localstack-core/localstack/aws/api/stepfunctions/__init__.py
+++ b/localstack-core/localstack/aws/api/stepfunctions/__init__.py
@@ -13,6 +13,7 @@
 Enabled = bool
 ErrorMessage = str
 EvaluationFailureLocation = str
+ExceptionHandlerIndex = int
 HTTPBody = str
 HTTPHeaders = str
 HTTPMethod = str
@@ -22,10 +23,14 @@
 Identity = str
 IncludeExecutionData = bool
 IncludeExecutionDataGetExecutionHistory = bool
+InspectionMaxConcurrency = int
+InspectionToleratedFailureCount = int
+InspectionToleratedFailurePercentage = float
 KmsDataKeyReusePeriodSeconds = int
 KmsKeyId = str
 ListExecutionsPageToken = str
 LongArn = str
+MapIterationFailureCount = int
 MapRunLabel = str
 MaxConcurrency = int
 Name = str
@@ -33,6 +38,8 @@
 PageToken = str
 Publish = bool
 RedriveCount = int
+RetrierRetryCount = int
+RetryBackoffIntervalSeconds = int
 RevealSecrets = bool
 ReverseOrder = bool
 RevisionId = str
@@ -44,6 +51,7 @@
 TagKey = str
 TagValue = str
 TaskToken = str
+TestStateStateName = str
 ToleratedFailurePercentage = float
 TraceHeader = str
 URL = str
@@ -184,6 +192,12 @@ class MapRunStatus(StrEnum):
     ABORTED = "ABORTED"
 
 
+class MockResponseValidationMode(StrEnum):
+    STRICT = "STRICT"
+    PRESENT = "PRESENT"
+    NONE = "NONE"
+
+
 class StateMachineStatus(StrEnum):
     ACTIVE = "ACTIVE"
     DELETING = "DELETING"
@@ -1024,6 +1038,12 @@ class GetExecutionHistoryOutput(TypedDict, total=False):
     nextToken: PageToken | None
 
 
+class InspectionErrorDetails(TypedDict, total=False):
+    catchIndex: ExceptionHandlerIndex | None
+    retryIndex: ExceptionHandlerIndex | None
+    retryBackoffIntervalSeconds: RetryBackoffIntervalSeconds | None
+
+
 class InspectionDataResponse(TypedDict, total=False):
     protocol: HTTPProtocol | None
     statusCode: HTTPStatusCode | None
@@ -1051,6 +1071,14 @@ class InspectionData(TypedDict, total=False):
     request: InspectionDataRequest | None
     response: InspectionDataResponse | None
     variables: SensitiveData | None
+    errorDetails: InspectionErrorDetails | None
+    afterItemsPath: SensitiveData | None
+    afterItemSelector: SensitiveData | None
+    afterItemBatcher: SensitiveData | None
+    afterItemsPointer: SensitiveData | None
+    toleratedFailureCount: InspectionToleratedFailureCount | None
+    toleratedFailurePercentage: InspectionToleratedFailurePercentage | None
+    maxConcurrency: InspectionMaxConcurrency | None
 
 
 class ListActivitiesInput(ServiceRequest):
@@ -1165,6 +1193,17 @@ class ListTagsForResourceOutput(TypedDict, total=False):
     tags: TagList | None
 
 
+class MockErrorOutput(TypedDict, total=False):
+    error: SensitiveError | None
+    cause: SensitiveCause | None
+
+
+class MockInput(TypedDict, total=False):
+    result: SensitiveData | None
+    errorOutput: MockErrorOutput | None
+    fieldValidationMode: MockResponseValidationMode | None
+
+
 class PublishStateMachineVersionInput(ServiceRequest):
     stateMachineArn: Arn
     revisionId: RevisionId | None
@@ -1271,6 +1310,13 @@ class TagResourceOutput(TypedDict, total=False):
     pass
 
 
+class TestStateConfiguration(TypedDict, total=False):
+    retrierRetryCount: RetrierRetryCount | None
+    errorCausedByState: TestStateStateName | None
+    mapIterationFailureCount: MapIterationFailureCount | None
+    mapItemReaderData: SensitiveData | None
+
+
 class TestStateInput(ServiceRequest):
     definition: Definition
     roleArn: Arn | None
@@ -1278,6 +1324,10 @@ class TestStateInput(ServiceRequest):
     inspectionLevel: InspectionLevel | None
     revealSecrets: RevealSecrets | None
     variables: SensitiveData | None
+    stateName: TestStateStateName | None
+    mock: MockInput | None
+    context: SensitiveData | None
+    stateConfiguration: TestStateConfiguration | None
 
 
 class TestStateOutput(TypedDict, total=False):
@@ -1641,17 +1691,9 @@ def tag_resource(
     ) -> TagResourceOutput:
         raise NotImplementedError
 
-    @handler("TestState")
+    @handler("TestState", expand=False)
     def test_state(
-        self,
-        context: RequestContext,
-        definition: Definition,
-        role_arn: Arn | None = None,
-        input: SensitiveData | None = None,
-        inspection_level: InspectionLevel | None = None,
-        reveal_secrets: RevealSecrets | None = None,
-        variables: SensitiveData | None = None,
-        **kwargs,
+        self, context: RequestContext, request: TestStateInput, **kwargs
     ) -> TestStateOutput:
         raise NotImplementedError
 
diff --git a/localstack-core/localstack/aws/api/sts/__init__.py b/localstack-core/localstack/aws/api/sts/__init__.py
index 1518869086b1c..99abc13d132d2 100644
--- a/localstack-core/localstack/aws/api/sts/__init__.py
+++ b/localstack-core/localstack/aws/api/sts/__init__.py
@@ -29,13 +29,17 @@
 idpRejectedClaimMessage = str
 invalidAuthorizationMessage = str
 invalidIdentityTokenMessage = str
+jwtAlgorithmType = str
+jwtPayloadSizeExceededException = str
 malformedPolicyDocumentMessage = str
 nonNegativeIntegerType = int
+outboundWebIdentityFederationDisabledException = str
 packedPolicyTooLargeMessage = str
 regionDisabledMessage = str
 roleDurationSecondsType = int
 roleSessionNameType = str
 serialNumberType = str
+sessionDurationEscalationException = str
 sessionPolicyDocumentType = str
 sourceIdentityType = str
 tagKeyType = str
@@ -48,6 +52,9 @@
 userIdType = str
 userNameType = str
 webIdentitySubjectType = str
+webIdentityTokenAudienceStringType = str
+webIdentityTokenDurationSecondsType = int
+webIdentityTokenType = str
 
 
 class ExpiredTokenException(ServiceException):
@@ -86,12 +93,24 @@ class InvalidIdentityTokenException(ServiceException):
     status_code: int = 400
 
 
+class JWTPayloadSizeExceededException(ServiceException):
+    code: str = "JWTPayloadSizeExceededException"
+    sender_fault: bool = True
+    status_code: int = 400
+
+
 class MalformedPolicyDocumentException(ServiceException):
     code: str = "MalformedPolicyDocument"
     sender_fault: bool = True
     status_code: int = 400
 
 
+class OutboundWebIdentityFederationDisabledException(ServiceException):
+    code: str = "OutboundWebIdentityFederationDisabledException"
+    sender_fault: bool = True
+    status_code: int = 403
+
+
 class PackedPolicyTooLargeException(ServiceException):
     code: str = "PackedPolicyTooLarge"
     sender_fault: bool = True
@@ -104,6 +123,12 @@ class RegionDisabledException(ServiceException):
     status_code: int = 403
 
 
+class SessionDurationEscalationException(ServiceException):
+    code: str = "SessionDurationEscalationException"
+    sender_fault: bool = True
+    status_code: int = 403
+
+
 class ProvidedContext(TypedDict, total=False):
     ProviderArn: arnType | None
     ContextAssertion: contextAssertionType | None
@@ -282,6 +307,21 @@ class GetSessionTokenResponse(TypedDict, total=False):
     Credentials: Credentials | None
 
 
+webIdentityTokenAudienceListType = list[webIdentityTokenAudienceStringType]
+
+
+class GetWebIdentityTokenRequest(ServiceRequest):
+    Audience: webIdentityTokenAudienceListType
+    DurationSeconds: webIdentityTokenDurationSecondsType | None
+    SigningAlgorithm: jwtAlgorithmType
+    Tags: tagListType | None
+
+
+class GetWebIdentityTokenResponse(TypedDict, total=False):
+    WebIdentityToken: webIdentityTokenType | None
+    Expiration: dateType | None
+
+
 class StsApi:
     service: str = "sts"
     version: str = "2011-06-15"
@@ -391,3 +431,15 @@ def get_session_token(
         **kwargs,
     ) -> GetSessionTokenResponse:
         raise NotImplementedError
+
+    @handler("GetWebIdentityToken")
+    def get_web_identity_token(
+        self,
+        context: RequestContext,
+        audience: webIdentityTokenAudienceListType,
+        signing_algorithm: jwtAlgorithmType,
+        duration_seconds: webIdentityTokenDurationSecondsType | None = None,
+        tags: tagListType | None = None,
+        **kwargs,
+    ) -> GetWebIdentityTokenResponse:
+        raise NotImplementedError
diff --git a/localstack-core/localstack/services/apigateway/legacy/provider.py b/localstack-core/localstack/services/apigateway/legacy/provider.py
index 0a795729faf6c..b912956477e29 100644
--- a/localstack-core/localstack/services/apigateway/legacy/provider.py
+++ b/localstack-core/localstack/services/apigateway/legacy/provider.py
@@ -42,6 +42,7 @@
     DomainName,
     DomainNames,
     DomainNameStatus,
+    EndpointAccessMode,
     EndpointConfiguration,
     EndpointType,
     ExportResponse,
@@ -511,20 +512,21 @@ def create_domain_name(
         self,
         context: RequestContext,
         domain_name: String,
-        certificate_name: String = None,
-        certificate_body: String = None,
-        certificate_private_key: String = None,
-        certificate_chain: String = None,
-        certificate_arn: String = None,
-        regional_certificate_name: String = None,
-        regional_certificate_arn: String = None,
-        endpoint_configuration: EndpointConfiguration = None,
-        tags: MapOfStringToString = None,
-        security_policy: SecurityPolicy = None,
-        mutual_tls_authentication: MutualTlsAuthenticationInput = None,
-        ownership_verification_certificate_arn: String = None,
-        policy: String = None,
-        routing_mode: RoutingMode = None,
+        certificate_name: String | None = None,
+        certificate_body: String | None = None,
+        certificate_private_key: String | None = None,
+        certificate_chain: String | None = None,
+        certificate_arn: String | None = None,
+        regional_certificate_name: String | None = None,
+        regional_certificate_arn: String | None = None,
+        endpoint_configuration: EndpointConfiguration | None = None,
+        tags: MapOfStringToString | None = None,
+        security_policy: SecurityPolicy | None = None,
+        endpoint_access_mode: EndpointAccessMode | None = None,
+        mutual_tls_authentication: MutualTlsAuthenticationInput | None = None,
+        ownership_verification_certificate_arn: String | None = None,
+        policy: String | None = None,
+        routing_mode: RoutingMode | None = None,
         **kwargs,
     ) -> DomainName:
         if not domain_name:
diff --git a/localstack-core/localstack/services/lambda_/provider.py b/localstack-core/localstack/services/lambda_/provider.py
index 82d618e92e270..cf81fa078dc4f 100644
--- a/localstack-core/localstack/services/lambda_/provider.py
+++ b/localstack-core/localstack/services/lambda_/provider.py
@@ -130,6 +130,7 @@
     TaggableResource,
     TagKeyList,
     Tags,
+    TenantId,
     TracingMode,
     UnqualifiedFunctionName,
     UpdateCodeSigningConfigResponse,
@@ -1560,11 +1561,12 @@ def invoke(
         self,
         context: RequestContext,
         function_name: NamespacedFunctionName,
-        invocation_type: InvocationType = None,
-        log_type: LogType = None,
-        client_context: String = None,
-        payload: IO[Blob] = None,
-        qualifier: Qualifier = None,
+        invocation_type: InvocationType | None = None,
+        log_type: LogType | None = None,
+        client_context: String | None = None,
+        payload: IO[Blob] | None = None,
+        qualifier: Qualifier | None = None,
+        tenant_id: TenantId | None = None,
         **kwargs,
     ) -> InvocationResponse:
         account_id, region = api_utils.get_account_and_region(function_name, context)
diff --git a/localstack-core/localstack/services/stepfunctions/provider.py b/localstack-core/localstack/services/stepfunctions/provider.py
index 19e3e68e07603..71ab2c711d5a5 100644
--- a/localstack-core/localstack/services/stepfunctions/provider.py
+++ b/localstack-core/localstack/services/stepfunctions/provider.py
@@ -63,7 +63,6 @@
     Publish,
     PublishStateMachineVersionOutput,
     ResourceNotFound,
-    RevealSecrets,
     ReverseOrder,
     RevisionId,
     RoutingConfigurationList,
@@ -89,6 +88,7 @@
     TaskDoesNotExist,
     TaskTimedOut,
     TaskToken,
+    TestStateInput,
     TestStateOutput,
     ToleratedFailureCount,
     ToleratedFailurePercentage,
@@ -1483,18 +1483,10 @@ def update_map_run(
         raise ResourceNotFound()
 
     def test_state(
-        self,
-        context: RequestContext,
-        definition: Definition,
-        role_arn: Arn = None,
-        input: SensitiveData = None,
-        inspection_level: InspectionLevel = None,
-        reveal_secrets: RevealSecrets = None,
-        variables: SensitiveData = None,
-        **kwargs,
+        self, context: RequestContext, request: TestStateInput, **kwargs
     ) -> TestStateOutput:
         StepFunctionsProvider._validate_definition(
-            definition=definition, static_analysers=[TestStateStaticAnalyser()]
+            definition=request["definition"], static_analysers=[TestStateStaticAnalyser()]
         )
 
         name: Name | None = f"TestState-{short_uid()}"
@@ -1504,15 +1496,15 @@ def test_state(
         state_machine = TestStateMachine(
             name=name,
             arn=arn,
-            role_arn=role_arn,
-            definition=definition,
+            role_arn=request["roleArn"],
+            definition=request["definition"],
         )
         exec_arn = stepfunctions_standard_execution_arn(state_machine.arn, name)
 
-        input_json = json.loads(input)
+        input_json = json.loads(request["input"])
         execution = TestStateExecution(
             name=name,
-            role_arn=role_arn,
+            role_arn=request["roleArn"],
             exec_arn=exec_arn,
             account_id=context.account_id,
             region_name=context.region,
@@ -1524,7 +1516,7 @@ def test_state(
         execution.start()
 
         test_state_output = execution.to_test_state_output(
-            inspection_level=inspection_level or InspectionLevel.INFO
+            inspection_level=request.get("inspectionLevel", InspectionLevel.INFO)
         )
 
         return test_state_output
diff --git a/pyproject.toml b/pyproject.toml
index b88c45c57e0b0..53af0ddc34e20 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -52,9 +52,9 @@ Issues = "https://github.com/localstack/localstack/issues"
 # minimal required to actually run localstack on the host for services natively implemented in python
 base-runtime = [
     # pinned / updated by ASF update action
-    "boto3==1.40.74",
+    "boto3==1.41.2",
     # pinned / updated by ASF update action
-    "botocore==1.40.74",
+    "botocore==1.41.2",
     # transitive dependency of botocore, added to avoid specific version
     "awscrt>=0.13.14,!=0.27.1",
     "cbor2>=5.5.0",
@@ -82,7 +82,7 @@ base-runtime = [
 runtime = [
     "localstack-core[base-runtime]",
     # pinned / updated by ASF update action
-    "awscli==1.42.74",
+    "awscli==1.43.2",
     "airspeed-ext>=0.6.3",
     # antlr4-python3-runtime: exact pin because antlr4 runtime is tightly coupled to the generated parser code
     "antlr4-python3-runtime==4.13.2",
diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index df86539329aed..19745083cc7ba 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -13,9 +13,9 @@ attrs==25.4.0
     #   referencing
 awscrt==0.28.4
     # via localstack-core (pyproject.toml)
-boto3==1.40.74
+boto3==1.41.2
     # via localstack-core (pyproject.toml)
-botocore==1.40.74
+botocore==1.41.2
     # via
     #   boto3
     #   localstack-core (pyproject.toml)
@@ -171,7 +171,7 @@ rpds-py==0.29.0
     # via
     #   jsonschema
     #   referencing
-s3transfer==0.14.0
+s3transfer==0.15.0
     # via boto3
 semver==3.0.4
     # via localstack-core (pyproject.toml)
diff --git a/requirements-dev.txt b/requirements-dev.txt
index e975790b30319..1acb0f347f5ac 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -43,17 +43,17 @@ aws-sam-translator==1.101.0
     #   localstack-core
 aws-xray-sdk==2.15.0
     # via moto-ext
-awscli==1.42.74
+awscli==1.43.2
     # via localstack-core
 awscrt==0.28.4
     # via localstack-core
-boto3==1.40.74
+boto3==1.41.2
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.40.74
+botocore==1.41.2
     # via
     #   aws-xray-sdk
     #   awscli
@@ -447,7 +447,7 @@ rstr==3.2.2
     # via localstack-core (pyproject.toml)
 ruff==0.14.5
     # via localstack-core (pyproject.toml)
-s3transfer==0.14.0
+s3transfer==0.15.0
     # via
     #   awscli
     #   boto3
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index c0b43bca5b75f..8c78afbd0b364 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -31,17 +31,17 @@ aws-sam-translator==1.101.0
     #   localstack-core (pyproject.toml)
 aws-xray-sdk==2.15.0
     # via moto-ext
-awscli==1.42.74
+awscli==1.43.2
     # via localstack-core (pyproject.toml)
 awscrt==0.28.4
     # via localstack-core
-boto3==1.40.74
+boto3==1.41.2
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.40.74
+botocore==1.41.2
     # via
     #   aws-xray-sdk
     #   awscli
@@ -317,7 +317,7 @@ rpds-py==0.29.0
     #   referencing
 rsa==4.7.2
     # via awscli
-s3transfer==0.14.0
+s3transfer==0.15.0
     # via
     #   awscli
     #   boto3
diff --git a/requirements-test.txt b/requirements-test.txt
index c962ea99ec6c2..c49e67a916075 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -43,17 +43,17 @@ aws-sam-translator==1.101.0
     #   localstack-core
 aws-xray-sdk==2.15.0
     # via moto-ext
-awscli==1.42.74
+awscli==1.43.2
     # via localstack-core
 awscrt==0.28.4
     # via localstack-core
-boto3==1.40.74
+boto3==1.41.2
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.40.74
+botocore==1.41.2
     # via
     #   aws-xray-sdk
     #   awscli
@@ -396,7 +396,7 @@ rpds-py==0.29.0
     #   referencing
 rsa==4.7.2
     # via awscli
-s3transfer==0.14.0
+s3transfer==0.15.0
     # via
     #   awscli
     #   boto3
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index 4e8b21d64ad1e..bce5982218695 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -43,11 +43,11 @@ aws-sam-translator==1.101.0
     #   localstack-core
 aws-xray-sdk==2.15.0
     # via moto-ext
-awscli==1.42.74
+awscli==1.43.2
     # via localstack-core
 awscrt==0.28.4
     # via localstack-core
-boto3==1.40.74
+boto3==1.41.2
     # via
     #   aws-sam-translator
     #   kclpy-ext
@@ -55,7 +55,7 @@ boto3==1.40.74
     #   moto-ext
 boto3-stubs==1.40.75
     # via localstack-core (pyproject.toml)
-botocore==1.40.74
+botocore==1.41.2
     # via
     #   aws-xray-sdk
     #   awscli
@@ -651,7 +651,7 @@ rstr==3.2.2
     # via localstack-core
 ruff==0.14.5
     # via localstack-core
-s3transfer==0.14.0
+s3transfer==0.15.0
     # via
     #   awscli
     #   boto3
diff --git a/tests/unit/aws/test_service_router.py b/tests/unit/aws/test_service_router.py
index 2b82a579b18bf..9597eef20a787 100644
--- a/tests/unit/aws/test_service_router.py
+++ b/tests/unit/aws/test_service_router.py
@@ -101,6 +101,7 @@ def _collect_operations() -> tuple[ServiceModel, OperationModel]:
                     "sagemaker-edge",
                     "sagemaker-featurestore-runtime",
                     "sagemaker-metrics",
+                    "signin",
                     "sms-voice",
                     "sso",
                     "sso-oidc",

From 1f4bf9ca185a09197c00d255b337fe9e283d4c74 Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Mon, 24 Nov 2025 11:40:11 +0100
Subject: [PATCH 394/697] fix deprecation warning for xml.ElementTree (#13405)

---
 localstack-core/localstack/aws/protocol/serializer.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/localstack-core/localstack/aws/protocol/serializer.py b/localstack-core/localstack/aws/protocol/serializer.py
index 57fe7e3b82508..f554c21e7404d 100644
--- a/localstack-core/localstack/aws/protocol/serializer.py
+++ b/localstack-core/localstack/aws/protocol/serializer.py
@@ -2192,7 +2192,7 @@ def _create_empty_node(xmlnode: ETree.Element, name: str) -> None:
 
     def _prepare_additional_traits_in_xml(self, root: ETree.Element | None, request_id: str):
         # some tools (Serverless) require a newline after the "<?xml ...>\n" preamble line, e.g., for LocationConstraint
-        if root and not root.tail:
+        if root is not None and not root.tail:
             root.tail = "\n"
 
         root.attrib["xmlns"] = self.XML_NAMESPACE

From df35a98538aa996ad3d5e6b72cccceb2dc05ae0a Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Mon, 24 Nov 2025 18:52:48 +0000
Subject: [PATCH 395/697] CFn: validate conditions exist in Fn::If (#13243)

---
 .../engine/v2/change_set_model_preproc.py     | 12 +++++++
 .../test_change_set_conditions.py             | 36 ++++++++++++++++++-
 .../test_change_set_conditions.snapshot.json  | 16 +++++++++
 ...test_change_set_conditions.validation.json |  9 +++++
 4 files changed, 72 insertions(+), 1 deletion(-)

diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
index a7efa7ee09d63..6a75e937e7fcd 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
@@ -677,6 +677,13 @@ def visit_node_intrinsic_function_fn_if(
             node_condition = self._get_node_condition_if_exists(
                 condition_name=condition_delta.before
             )
+            if is_nothing(node_condition):
+                # TODO: I don't think this is a possible state since for us to be evaluating the before state,
+                #  we must have successfully deployed the stack and as such this case was not reached before
+                raise ValidationError(
+                    f"Template error: unresolved condition dependency {condition_delta.before} in Fn::If"
+                )
+
             condition_value = self.visit(node_condition).before
             if condition_value:
                 arg_delta = self.visit(node_intrinsic_function.arguments.array[1])
@@ -688,6 +695,11 @@ def visit_node_intrinsic_function_fn_if(
             node_condition = self._get_node_condition_if_exists(
                 condition_name=condition_delta.after
             )
+            if is_nothing(node_condition):
+                raise ValidationError(
+                    f"Template error: unresolved condition dependency {condition_delta.after} in Fn::If"
+                )
+
             condition_value = self.visit(node_condition).after
             if condition_value:
                 arg_delta = self.visit(node_intrinsic_function.arguments.array[1])
diff --git a/tests/aws/services/cloudformation/test_change_set_conditions.py b/tests/aws/services/cloudformation/test_change_set_conditions.py
index d99a8025912c5..b9ca722b71a9f 100644
--- a/tests/aws/services/cloudformation/test_change_set_conditions.py
+++ b/tests/aws/services/cloudformation/test_change_set_conditions.py
@@ -1,8 +1,12 @@
+import json
+
+import pytest
+from botocore.exceptions import ClientError
 from localstack_snapshot.snapshots.transformer import RegexTransformer
 from tests.aws.services.cloudformation.conftest import skip_if_legacy_engine
 
 from localstack.testing.pytest import markers
-from localstack.utils.strings import long_uid
+from localstack.utils.strings import long_uid, short_uid
 
 
 @skip_if_legacy_engine()
@@ -166,3 +170,33 @@ def test_condition_add_new_positive_condition_to_existent_resource(
             },
         }
         capture_update_process(snapshot, template_1, template_2)
+
+    @markers.aws.validated
+    def test_missing_condition(self, snapshot, aws_client):
+        template = {
+            "Resources": {
+                "MyVpc": {
+                    "Type": "AWS::EC2::VPC",
+                    "Properties": {
+                        "CidrBlock": "10.0.0.0/24",
+                        "Tags": [
+                            {
+                                "Fn::If": ["MissingCondition", "AWS::NoValue", "AWS::NoValue"],
+                            },
+                        ],
+                    },
+                },
+            }
+        }
+
+        cs_name = f"cs-{short_uid()}"
+        stack_name = f"stack-{short_uid()}"
+        with pytest.raises(ClientError) as exc_info:
+            aws_client.cloudformation.create_change_set(
+                StackName=stack_name,
+                ChangeSetName=cs_name,
+                ChangeSetType="CREATE",
+                TemplateBody=json.dumps(template),
+            )
+
+        snapshot.match("error", exc_info.value.response)
diff --git a/tests/aws/services/cloudformation/test_change_set_conditions.snapshot.json b/tests/aws/services/cloudformation/test_change_set_conditions.snapshot.json
index b479512b031d5..b637e191e5dcb 100644
--- a/tests/aws/services/cloudformation/test_change_set_conditions.snapshot.json
+++ b/tests/aws/services/cloudformation/test_change_set_conditions.snapshot.json
@@ -1532,5 +1532,21 @@
         "Tags": []
       }
     }
+  },
+  "tests/aws/services/cloudformation/test_change_set_conditions.py::TestChangeSetConditions::test_missing_condition": {
+    "recorded-date": "08-10-2025, 15:58:18",
+    "recorded-content": {
+      "error": {
+        "Error": {
+          "Code": "ValidationError",
+          "Message": "Template error: unresolved condition dependency MissingCondition in Fn::If",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/cloudformation/test_change_set_conditions.validation.json b/tests/aws/services/cloudformation/test_change_set_conditions.validation.json
index ebc592903e0bb..546d39602228d 100644
--- a/tests/aws/services/cloudformation/test_change_set_conditions.validation.json
+++ b/tests/aws/services/cloudformation/test_change_set_conditions.validation.json
@@ -10,5 +10,14 @@
   },
   "tests/aws/services/cloudformation/test_change_set_conditions.py::TestChangeSetConditions::test_condition_update_removes_resource": {
     "last_validated_date": "2025-04-15T13:51:50+00:00"
+  },
+  "tests/aws/services/cloudformation/test_change_set_conditions.py::TestChangeSetConditions::test_missing_condition": {
+    "last_validated_date": "2025-10-08T15:58:18+00:00",
+    "durations_in_seconds": {
+      "setup": 0.96,
+      "call": 0.3,
+      "teardown": 0.0,
+      "total": 1.26
+    }
   }
 }

From 475c2fbb9ed969a75138281dfa28620ba8ec9e74 Mon Sep 17 00:00:00 2001
From: Sannya Singal <32308435+sannya-singal@users.noreply.github.com>
Date: Tue, 25 Nov 2025 11:03:53 +0530
Subject: [PATCH 396/697] kms: Fix ECDH derive-shared-secret behavior (#13402)

---
 .../localstack/services/kms/models.py         | 30 ++++++----------
 tests/aws/services/kms/test_kms.py            | 35 +++++++++++++++++++
 tests/aws/services/kms/test_kms.snapshot.json | 15 ++++++++
 .../aws/services/kms/test_kms.validation.json |  9 +++++
 4 files changed, 69 insertions(+), 20 deletions(-)

diff --git a/localstack-core/localstack/services/kms/models.py b/localstack-core/localstack/services/kms/models.py
index 2bfdb97abf570..1354536fbe284 100644
--- a/localstack-core/localstack/services/kms/models.py
+++ b/localstack-core/localstack/services/kms/models.py
@@ -20,7 +20,6 @@
 from cryptography.hazmat.primitives.asymmetric.padding import PSS, PKCS1v15
 from cryptography.hazmat.primitives.asymmetric.rsa import RSAPrivateKey
 from cryptography.hazmat.primitives.asymmetric.utils import Prehashed
-from cryptography.hazmat.primitives.kdf.hkdf import HKDF
 from cryptography.hazmat.primitives.serialization import load_der_public_key
 
 from localstack.aws.api.kms import (
@@ -442,17 +441,15 @@ def verify(
 
     def derive_shared_secret(self, public_key: bytes) -> bytes:
         key_spec = self.metadata.get("KeySpec")
-        match key_spec:
-            case KeySpec.ECC_NIST_P256 | KeySpec.ECC_SECG_P256K1:
-                algorithm = hashes.SHA256()
-            case KeySpec.ECC_NIST_P384:
-                algorithm = hashes.SHA384()
-            case KeySpec.ECC_NIST_P521:
-                algorithm = hashes.SHA512()
-            case _:
-                raise InvalidKeyUsageException(
-                    f"{self.metadata['Arn']} key usage is {self.metadata['KeyUsage']} which is not valid for DeriveSharedSecret."
-                )
+        if key_spec not in (
+            KeySpec.ECC_NIST_P256,
+            KeySpec.ECC_SECG_P256K1,
+            KeySpec.ECC_NIST_P384,
+            KeySpec.ECC_NIST_P521,
+        ):
+            raise InvalidKeyUsageException(
+                f"{self.metadata['Arn']} key usage is {self.metadata['KeyUsage']} which is not valid for DeriveSharedSecret."
+            )
 
         # Deserialize public key from DER encoded data to EllipticCurvePublicKey.
         try:
@@ -460,14 +457,7 @@ def derive_shared_secret(self, public_key: bytes) -> bytes:
         except (UnsupportedAlgorithm, ValueError):
             raise ValidationException("")
         shared_secret = self.crypto_key.key.exchange(ec.ECDH(), pub_key)
-        # Perform shared secret derivation.
-        return HKDF(
-            algorithm=algorithm,
-            salt=None,
-            info=b"",
-            length=algorithm.digest_size,
-            backend=default_backend(),
-        ).derive(shared_secret)
+        return shared_secret
 
     # This method gets called when a key is replicated to another region. It's meant to populate the required metadata
     # fields in a new replica key.
diff --git a/tests/aws/services/kms/test_kms.py b/tests/aws/services/kms/test_kms.py
index b14af37f4f118..c39b284e9da7f 100644
--- a/tests/aws/services/kms/test_kms.py
+++ b/tests/aws/services/kms/test_kms.py
@@ -2652,6 +2652,41 @@ def test_derive_shared_secret(self, kms_create_key, aws_client, snapshot):
             )
         snapshot.match("response-invalid-public-key", e.value.response)
 
+    @markers.aws.validated
+    def test_derive_shared_secret_matches_openssl(self, kms_create_key, aws_client, snapshot):
+        snapshot.add_transformer(
+            snapshot.transform.key_value("SharedSecret", reference_replacement=False)
+        )
+
+        create_key = kms_create_key(KeySpec="ECC_NIST_P256", KeyUsage="KEY_AGREEMENT")
+        key_id = create_key["KeyId"]
+
+        public_key = aws_client.kms.get_public_key(KeyId=key_id)
+        public_key_der = public_key["PublicKey"]
+
+        local_private_key = ec.generate_private_key(ec.SECP256R1())
+        local_public_key = local_private_key.public_key()
+
+        local_public_key_der = local_public_key.public_bytes(
+            encoding=serialization.Encoding.DER,
+            format=serialization.PublicFormat.SubjectPublicKeyInfo,
+        )
+        peer_public_key = load_der_public_key(public_key_der)
+        local_shared_secret = local_private_key.exchange(ec.ECDH(), peer_public_key)
+
+        derived_shared_secret_resp = aws_client.kms.derive_shared_secret(
+            KeyId=key_id,
+            KeyAgreementAlgorithm="ECDH",
+            PublicKey=local_public_key_der,
+        )
+        shared_secret = derived_shared_secret_resp["SharedSecret"]
+
+        assert shared_secret == local_shared_secret, (
+            f"KMS secret length: {len(shared_secret)}, OpenSSL secret length: {len(local_shared_secret)}"
+        )
+
+        snapshot.match("derived-shared-key-resp", derived_shared_secret_resp)
+
     @markers.aws.validated
     @markers.snapshot.skip_snapshot_verify(paths=["$..CurrentKeyMaterialId"])
     def test_describe_with_alias_arn(self, kms_create_key, aws_client, snapshot):
diff --git a/tests/aws/services/kms/test_kms.snapshot.json b/tests/aws/services/kms/test_kms.snapshot.json
index d28bbdf0adf89..cd0eb9d349779 100644
--- a/tests/aws/services/kms/test_kms.snapshot.json
+++ b/tests/aws/services/kms/test_kms.snapshot.json
@@ -3642,5 +3642,20 @@
         }
       }
     }
+  },
+  "tests/aws/services/kms/test_kms.py::TestKMS::test_derive_shared_secret_matches_openssl": {
+    "recorded-date": "14-11-2025, 06:17:43",
+    "recorded-content": {
+      "derived-shared-key-resp": {
+        "KeyAgreementAlgorithm": "ECDH",
+        "KeyId": "<key-id:1>",
+        "KeyOrigin": "AWS_KMS",
+        "SharedSecret": "shared-secret",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/kms/test_kms.validation.json b/tests/aws/services/kms/test_kms.validation.json
index 43bb965ae5ebe..d578a9d57de0e 100644
--- a/tests/aws/services/kms/test_kms.validation.json
+++ b/tests/aws/services/kms/test_kms.validation.json
@@ -59,6 +59,15 @@
   "tests/aws/services/kms/test_kms.py::TestKMS::test_derive_shared_secret": {
     "last_validated_date": "2024-12-25T14:45:00+00:00"
   },
+  "tests/aws/services/kms/test_kms.py::TestKMS::test_derive_shared_secret_matches_openssl": {
+    "last_validated_date": "2025-11-14T06:17:43+00:00",
+    "durations_in_seconds": {
+      "setup": 1.43,
+      "call": 1.75,
+      "teardown": 0.38,
+      "total": 3.56
+    }
+  },
   "tests/aws/services/kms/test_kms.py::TestKMS::test_describe_and_list_sign_key": {
     "last_validated_date": "2024-04-11T15:53:27+00:00"
   },

From b57f097469a33bd902fbb25c0e9882663b9709f6 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 25 Nov 2025 08:02:23 +0100
Subject: [PATCH 397/697] Bump actions/checkout from 5 to 6 in the
 github-actions group (#13412)

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 .github/workflows/asf-updates.yml           |  2 +-
 .github/workflows/aws-main.yml              |  4 ++--
 .github/workflows/aws-tests-s3-image.yml    |  4 ++--
 .github/workflows/aws-tests.yml             | 22 ++++++++++-----------
 .github/workflows/dockerhub-description.yml |  2 +-
 .github/workflows/marker-report.yml         |  2 +-
 .github/workflows/tests-bin.yml             |  2 +-
 .github/workflows/tests-cli.yml             |  2 +-
 .github/workflows/tests-podman.yml          |  2 +-
 .github/workflows/tests-pro-integration.yml |  4 ++--
 .github/workflows/update-cfn-resources.yml  |  2 +-
 .github/workflows/validate-codeowners.yml   |  2 +-
 12 files changed, 25 insertions(+), 25 deletions(-)

diff --git a/.github/workflows/asf-updates.yml b/.github/workflows/asf-updates.yml
index a47f49d33001d..0d6c03849ac13 100644
--- a/.github/workflows/asf-updates.yml
+++ b/.github/workflows/asf-updates.yml
@@ -10,7 +10,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Checkout Open Source
-        uses: actions/checkout@v5
+        uses: actions/checkout@v6
         with:
           fetch-depth: 0
 
diff --git a/.github/workflows/aws-main.yml b/.github/workflows/aws-main.yml
index 37efa93fa0121..289cd1036072b 100644
--- a/.github/workflows/aws-main.yml
+++ b/.github/workflows/aws-main.yml
@@ -100,7 +100,7 @@ jobs:
     if: ${{ !(inputs.onlyAcceptanceTests == true || inputs.enableTestSelection == true || github.event_name == 'push') && !failure() && !cancelled() && github.repository == 'localstack/localstack' }}
     steps:
         - name: Checkout
-          uses: actions/checkout@v5
+          uses: actions/checkout@v6
 
         - name: Set up Python
           uses: actions/setup-python@v6
@@ -199,7 +199,7 @@ jobs:
       - test
     steps:
       - name: Checkout
-        uses: actions/checkout@v5
+        uses: actions/checkout@v6
         with:
           # setuptools_scm requires the git history (at least until the last tag) to determine the version
           fetch-depth: 0
diff --git a/.github/workflows/aws-tests-s3-image.yml b/.github/workflows/aws-tests-s3-image.yml
index 39ec5261f50b0..97aca42e8151d 100644
--- a/.github/workflows/aws-tests-s3-image.yml
+++ b/.github/workflows/aws-tests-s3-image.yml
@@ -95,7 +95,7 @@ jobs:
     runs-on: ${{ matrix.runner }}
     steps:
       - name: Checkout
-        uses: actions/checkout@v5
+        uses: actions/checkout@v6
         with:
           # setuptools_scm requires the git history (at least until the last tag) to determine the version
           fetch-depth: 0
@@ -206,7 +206,7 @@ jobs:
           password: ${{ secrets.DOCKERHUB_PASSWORD }}
 
       - name: Checkout
-        uses: actions/checkout@v5
+        uses: actions/checkout@v6
 
       - name: Set up Python
         uses: actions/setup-python@v6
diff --git a/.github/workflows/aws-tests.yml b/.github/workflows/aws-tests.yml
index db334954e831d..e2779e014f51c 100644
--- a/.github/workflows/aws-tests.yml
+++ b/.github/workflows/aws-tests.yml
@@ -163,7 +163,7 @@ jobs:
         run: echo "PLATFORM=${{ (runner.arch == 'X64' && 'amd64') || (runner.arch == 'ARM64' && 'arm64') || '' }}" >> $GITHUB_ENV
 
       - name: Checkout
-        uses: actions/checkout@v5
+        uses: actions/checkout@v6
         with:
           path: localstack
           # setuptools_scm requires the git history (at least until the last tag) to determine the version
@@ -214,7 +214,7 @@ jobs:
       sns-v2: ${{ steps.changes.outputs.sns-v2 }}
     steps:
       - name: Checkout
-        uses: actions/checkout@v5
+        uses: actions/checkout@v6
         with:
           # setuptools_scm requires the git history (at least until the last tag) to determine the version
           fetch-depth: 0
@@ -376,7 +376,7 @@ jobs:
           echo "${{ inputs.testEnvironmentVariables }}" | sed "s/;/\n/" >> $GITHUB_ENV
 
       - name: Checkout
-        uses: actions/checkout@v5
+        uses: actions/checkout@v6
         with:
           # setuptools_scm requires the git history (at least until the last tag) to determine the version
           fetch-depth: 0
@@ -463,7 +463,7 @@ jobs:
       CI_JOB_ID: ${{ github.job }}
     steps:
       - name: Checkout
-        uses: actions/checkout@v5
+        uses: actions/checkout@v6
         with:
           # setuptools_scm requires the git history (at least until the last tag) to determine the version
           fetch-depth: 0
@@ -583,7 +583,7 @@ jobs:
           echo "${{ inputs.testEnvironmentVariables }}" | sed "s/;/\n/" >> $GITHUB_ENV
 
       - name: Checkout
-        uses: actions/checkout@v5
+        uses: actions/checkout@v6
         with:
           # setuptools_scm requires the git history (at least until the last tag) to determine the version
           fetch-depth: 0
@@ -673,7 +673,7 @@ jobs:
       job_status: "executed"
     steps:
       - name: Checkout
-        uses: actions/checkout@v5
+        uses: actions/checkout@v6
 
       - name: Prepare Local Test Environment
         uses: ./.github/actions/setup-tests-env
@@ -726,7 +726,7 @@ jobs:
       job_status: "executed"
     steps:
       - name: Checkout
-        uses: actions/checkout@v5
+        uses: actions/checkout@v6
 
       - name: Prepare Local Test Environment
         uses: ./.github/actions/setup-tests-env
@@ -778,7 +778,7 @@ jobs:
       job_status: "executed"
     steps:
       - name: Checkout
-        uses: actions/checkout@v5
+        uses: actions/checkout@v6
 
       - name: Prepare Local Test Environment
         uses: ./.github/actions/setup-tests-env
@@ -832,7 +832,7 @@ jobs:
       job_status: "executed"
     steps:
       - name: Checkout
-        uses: actions/checkout@v5
+        uses: actions/checkout@v6
 
       - name: Prepare Local Test Environment
         uses: ./.github/actions/setup-tests-env
@@ -882,7 +882,7 @@ jobs:
       job_status: "executed"
     steps:
       - name: Checkout
-        uses: actions/checkout@v5
+        uses: actions/checkout@v6
 
       - name: Prepare Local Test Environment
         uses: ./.github/actions/setup-tests-env
@@ -987,7 +987,7 @@ jobs:
           password: ${{ secrets.DOCKERHUB_PULL_TOKEN }}
 
       - name: Checkout
-        uses: actions/checkout@v5
+        uses: actions/checkout@v6
         with:
           # setuptools_scm requires the git history (at least until the last tag) to determine the version
           fetch-depth: 0
diff --git a/.github/workflows/dockerhub-description.yml b/.github/workflows/dockerhub-description.yml
index 65523bb90941b..81c002d21daac 100644
--- a/.github/workflows/dockerhub-description.yml
+++ b/.github/workflows/dockerhub-description.yml
@@ -13,7 +13,7 @@ jobs:
     name: Sync DockerHub Description
     runs-on: ubuntu-latest
     steps:
-    - uses: actions/checkout@v5
+    - uses: actions/checkout@v6
 
     - name: Docker Hub Description
       uses: peter-evans/dockerhub-description@v5
diff --git a/.github/workflows/marker-report.yml b/.github/workflows/marker-report.yml
index 4a6bae11bfaa9..3cc4a89d677cc 100644
--- a/.github/workflows/marker-report.yml
+++ b/.github/workflows/marker-report.yml
@@ -38,7 +38,7 @@ jobs:
     timeout-minutes: 10
     steps:
       - name: Checkout
-        uses: actions/checkout@v5
+        uses: actions/checkout@v6
         with:
           fetch-depth: 0
 
diff --git a/.github/workflows/tests-bin.yml b/.github/workflows/tests-bin.yml
index e42a71ed94cc4..d35a78973af30 100644
--- a/.github/workflows/tests-bin.yml
+++ b/.github/workflows/tests-bin.yml
@@ -20,7 +20,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Checkout
-        uses: actions/checkout@v5
+        uses: actions/checkout@v6
 
       - name: Setup BATS
         run: |
diff --git a/.github/workflows/tests-cli.yml b/.github/workflows/tests-cli.yml
index 44be55aabc054..e628fa32f42b3 100644
--- a/.github/workflows/tests-cli.yml
+++ b/.github/workflows/tests-cli.yml
@@ -84,7 +84,7 @@ jobs:
       CI_JOB_ID: ${{ github.job }}-${{ matrix.python-version }}
     steps:
       - name: Checkout
-        uses: actions/checkout@v5
+        uses: actions/checkout@v6
 
       - name: Set up Python
         id: setup-python
diff --git a/.github/workflows/tests-podman.yml b/.github/workflows/tests-podman.yml
index 5d7b4c4dd11fb..c384fcc4b486e 100644
--- a/.github/workflows/tests-podman.yml
+++ b/.github/workflows/tests-podman.yml
@@ -37,7 +37,7 @@ jobs:
       CI_JOB_ID: ${{ github.job }}
     steps:
       - name: Checkout
-        uses: actions/checkout@v5
+        uses: actions/checkout@v6
 
       - name: Set up Python
         uses: actions/setup-python@v6
diff --git a/.github/workflows/tests-pro-integration.yml b/.github/workflows/tests-pro-integration.yml
index 3b8a2d7569402..203e144b4c907 100644
--- a/.github/workflows/tests-pro-integration.yml
+++ b/.github/workflows/tests-pro-integration.yml
@@ -135,7 +135,7 @@ jobs:
           docker-images: false
 
       - name: Checkout Community
-        uses: actions/checkout@v5
+        uses: actions/checkout@v6
         with:
           path: localstack
           fetch-depth: 0  # we need the additional commits to figure out the merge base for test selection
@@ -198,7 +198,7 @@ jobs:
             return DEFAULT_REF
 
       - name: Checkout Pro
-        uses: actions/checkout@v5
+        uses: actions/checkout@v6
         with:
           repository: localstack/localstack-pro
           ref: ${{steps.determine-companion-ref.outputs.result}}
diff --git a/.github/workflows/update-cfn-resources.yml b/.github/workflows/update-cfn-resources.yml
index 9273a51cccf91..a5b95237da530 100644
--- a/.github/workflows/update-cfn-resources.yml
+++ b/.github/workflows/update-cfn-resources.yml
@@ -14,7 +14,7 @@ jobs:
       pull-requests: write
     steps:
       - name: Checkout repository
-        uses: actions/checkout@v5
+        uses: actions/checkout@v6
         with:
           fetch-depth: 0
 
diff --git a/.github/workflows/validate-codeowners.yml b/.github/workflows/validate-codeowners.yml
index 55cd6483b1951..5209f23e9376a 100644
--- a/.github/workflows/validate-codeowners.yml
+++ b/.github/workflows/validate-codeowners.yml
@@ -13,7 +13,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Checkout repo
-        uses: actions/checkout@v5
+        uses: actions/checkout@v6
 
       - name: Validate codeowners
         uses: mszostok/codeowners-validator@v0.7.4

From 0099505f4a1371447ad5ebaff90be4fd0e8709d1 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 25 Nov 2025 08:03:16 +0100
Subject: [PATCH 398/697] Bump python from `85dfbf1` to `326df67` in the
 docker-base-images group (#13411)

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 Dockerfile    | 2 +-
 Dockerfile.s3 | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/Dockerfile b/Dockerfile
index 1a8e0f85fef08..6925978df9e12 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,7 +1,7 @@
 #
 # base: Stage which installs necessary runtime dependencies (OS packages, etc.)
 #
-FROM python:3.13.9-slim-trixie@sha256:85dfbf1b566b7addfe645faea9938e81a0a01a83580b0ea05fb23706357d77fb AS base
+FROM python:3.13.9-slim-trixie@sha256:326df678c20c78d465db501563f3492d17c42a4afe33a1f2bf5406a1d56b0e86 AS base
 ARG TARGETARCH
 
 # Install runtime OS package dependencies
diff --git a/Dockerfile.s3 b/Dockerfile.s3
index 5dcbea3f124fc..cb052e844f0b8 100644
--- a/Dockerfile.s3
+++ b/Dockerfile.s3
@@ -1,5 +1,5 @@
 # base: Stage which installs necessary runtime dependencies (OS packages, filesystem...)
-FROM python:3.13.9-slim-trixie@sha256:85dfbf1b566b7addfe645faea9938e81a0a01a83580b0ea05fb23706357d77fb AS base
+FROM python:3.13.9-slim-trixie@sha256:326df678c20c78d465db501563f3492d17c42a4afe33a1f2bf5406a1d56b0e86 AS base
 ARG TARGETARCH
 
 # set workdir

From 174e8ab99249941ecf63569c886b0ae4aa63d0cc Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Tue, 25 Nov 2025 08:48:48 +0100
Subject: [PATCH 399/697] Upgrade pinned Python dependencies (#13413)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
---
 .pre-commit-config.yaml       |   2 +-
 requirements-base-runtime.txt |   4 +-
 requirements-dev.txt          |  39 +++---
 requirements-runtime.txt      |  23 ++--
 requirements-test.txt         |  33 +++--
 requirements-typehint.txt     | 247 +++++++++++++++++-----------------
 6 files changed, 188 insertions(+), 160 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index e75e2f3e29da2..c69264f3a3a49 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -3,7 +3,7 @@
 repos:
   - repo: https://github.com/astral-sh/ruff-pre-commit
     # Ruff version.
-    rev: v0.14.5
+    rev: v0.14.6
     hooks:
       - id: ruff
         args: [--fix, --exit-non-zero-on-fix]
diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index 19745083cc7ba..d1f174a5e176f 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -11,7 +11,7 @@ attrs==25.4.0
     #   jsonschema
     #   localstack-twisted
     #   referencing
-awscrt==0.28.4
+awscrt==0.29.0
     # via localstack-core (pyproject.toml)
 boto3==1.41.2
     # via localstack-core (pyproject.toml)
@@ -195,7 +195,7 @@ werkzeug==3.1.3
     #   localstack-core (pyproject.toml)
     #   openapi-core
     #   rolo
-wsproto==1.3.1
+wsproto==1.3.2
     # via hypercorn
 xmltodict==1.0.2
     # via localstack-core (pyproject.toml)
diff --git a/requirements-dev.txt b/requirements-dev.txt
index 1acb0f347f5ac..f50c097c92652 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -33,11 +33,11 @@ aws-cdk-asset-awscli-v1==2.2.242
     # via aws-cdk-lib
 aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
-aws-cdk-cloud-assembly-schema==48.19.0
+aws-cdk-cloud-assembly-schema==48.20.0
     # via aws-cdk-lib
-aws-cdk-lib==2.225.0
+aws-cdk-lib==2.229.0
     # via localstack-core
-aws-sam-translator==1.101.0
+aws-sam-translator==1.103.0
     # via
     #   cfn-lint
     #   localstack-core
@@ -45,7 +45,7 @@ aws-xray-sdk==2.15.0
     # via moto-ext
 awscli==1.43.2
     # via localstack-core
-awscrt==0.28.4
+awscrt==0.29.0
     # via localstack-core
 boto3==1.41.2
     # via
@@ -78,9 +78,9 @@ certifi==2025.11.12
     #   requests
 cffi==2.0.0
     # via cryptography
-cfgv==3.4.0
+cfgv==3.5.0
     # via pre-commit
-cfn-lint==1.40.4
+cfn-lint==1.41.0
     # via moto-ext
 charset-normalizer==3.4.4
     # via requests
@@ -95,7 +95,7 @@ constantly==23.10.4
     # via localstack-twisted
 constructs==10.4.3
     # via aws-cdk-lib
-coverage==7.11.3
+coverage==7.12.0
     # via
     #   coveralls
     #   localstack-core
@@ -147,6 +147,8 @@ filelock==3.20.0
     # via virtualenv
 graphql-core==3.2.7
     # via moto-ext
+grpcio==1.76.0
+    # via opensearch-protobufs
 h11==0.16.0
     # via
     #   httpcore
@@ -194,11 +196,11 @@ jmespath==1.0.1
     # via
     #   boto3
     #   botocore
-joserfc==1.4.2
+joserfc==1.4.3
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core
-jsii==1.119.0
+jsii==1.120.0
     # via
     #   aws-cdk-asset-awscli-v1
     #   aws-cdk-asset-node-proxy-agent-v6
@@ -256,7 +258,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.16.post39
+moto-ext==5.1.17.post15
     # via localstack-core
 mpmath==1.3.0
     # via sympy
@@ -266,7 +268,7 @@ mypy==1.18.2
     # via localstack-core (pyproject.toml)
 mypy-extensions==1.1.0
     # via mypy
-networkx==3.5
+networkx==3.6
     # via
     #   cfn-lint
     #   localstack-core (pyproject.toml)
@@ -283,7 +285,9 @@ openapi-spec-validator==0.7.2
     #   localstack-core (pyproject.toml)
     #   moto-ext
     #   openapi-core
-opensearch-py==3.0.0
+opensearch-protobufs==0.19.0
+    # via opensearch-py
+opensearch-py==3.1.0
     # via localstack-core
 orderly-set==5.5.0
     # via deepdiff
@@ -320,12 +324,14 @@ ply==3.11
     #   jsonpath-ng
     #   jsonpath-rw
     #   pandoc
-pre-commit==4.4.0
+pre-commit==4.5.0
     # via localstack-core (pyproject.toml)
 priority==1.3.0
     # via
     #   hypercorn
     #   localstack-twisted
+protobuf==6.33.1
+    # via opensearch-protobufs
 psutil==7.1.3
     # via
     #   localstack-core
@@ -445,7 +451,7 @@ rsa==4.7.2
     # via awscli
 rstr==3.2.2
     # via localstack-core (pyproject.toml)
-ruff==0.14.5
+ruff==0.14.6
     # via localstack-core (pyproject.toml)
 s3transfer==0.15.0
     # via
@@ -465,7 +471,7 @@ sniffio==1.3.1
     # via anyio
 sympy==1.14.0
     # via cfn-lint
-typeguard==4.2.1
+typeguard==2.13.3
     # via
     #   aws-cdk-asset-awscli-v1
     #   aws-cdk-asset-node-proxy-agent-v6
@@ -478,6 +484,7 @@ typing-extensions==4.15.0
     #   aws-sam-translator
     #   cattrs
     #   cfn-lint
+    #   grpcio
     #   jsii
     #   localstack-core
     #   localstack-twisted
@@ -509,7 +516,7 @@ werkzeug==3.1.3
     #   rolo
 wrapt==2.0.1
     # via aws-xray-sdk
-wsproto==1.3.1
+wsproto==1.3.2
     # via hypercorn
 xmltodict==1.0.2
     # via
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index 8c78afbd0b364..5cf05cc45cbdf 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -25,7 +25,7 @@ attrs==25.4.0
     #   jsonschema
     #   localstack-twisted
     #   referencing
-aws-sam-translator==1.101.0
+aws-sam-translator==1.103.0
     # via
     #   cfn-lint
     #   localstack-core (pyproject.toml)
@@ -33,7 +33,7 @@ aws-xray-sdk==2.15.0
     # via moto-ext
 awscli==1.43.2
     # via localstack-core (pyproject.toml)
-awscrt==0.28.4
+awscrt==0.29.0
     # via localstack-core
 boto3==1.41.2
     # via
@@ -62,7 +62,7 @@ certifi==2025.11.12
     #   requests
 cffi==2.0.0
     # via cryptography
-cfn-lint==1.40.4
+cfn-lint==1.41.0
     # via moto-ext
 charset-normalizer==3.4.4
     # via requests
@@ -108,6 +108,8 @@ events==0.5
     # via opensearch-py
 graphql-core==3.2.7
     # via moto-ext
+grpcio==1.76.0
+    # via opensearch-protobufs
 h11==0.16.0
     # via
     #   hypercorn
@@ -141,7 +143,7 @@ jmespath==1.0.1
     # via
     #   boto3
     #   botocore
-joserfc==1.4.2
+joserfc==1.4.3
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core (pyproject.toml)
@@ -191,13 +193,13 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.16.post39
+moto-ext==5.1.17.post15
     # via localstack-core (pyproject.toml)
 mpmath==1.3.0
     # via sympy
 multipart==1.3.0
     # via moto-ext
-networkx==3.5
+networkx==3.6
     # via cfn-lint
 openapi-core==0.19.4
     # via localstack-core
@@ -209,7 +211,9 @@ openapi-spec-validator==0.7.2
     # via
     #   moto-ext
     #   openapi-core
-opensearch-py==3.0.0
+opensearch-protobufs==0.19.0
+    # via opensearch-py
+opensearch-py==3.1.0
     # via localstack-core (pyproject.toml)
 packaging==25.0
     # via
@@ -231,6 +235,8 @@ priority==1.3.0
     # via
     #   hypercorn
     #   localstack-twisted
+protobuf==6.33.1
+    # via opensearch-protobufs
 psutil==7.1.3
     # via
     #   localstack-core
@@ -337,6 +343,7 @@ typing-extensions==4.15.0
     # via
     #   aws-sam-translator
     #   cfn-lint
+    #   grpcio
     #   localstack-core
     #   localstack-twisted
     #   pydantic
@@ -361,7 +368,7 @@ werkzeug==3.1.3
     #   rolo
 wrapt==2.0.1
     # via aws-xray-sdk
-wsproto==1.3.1
+wsproto==1.3.2
     # via hypercorn
 xmltodict==1.0.2
     # via
diff --git a/requirements-test.txt b/requirements-test.txt
index c49e67a916075..6a489f6bb1002 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -33,11 +33,11 @@ aws-cdk-asset-awscli-v1==2.2.242
     # via aws-cdk-lib
 aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
-aws-cdk-cloud-assembly-schema==48.19.0
+aws-cdk-cloud-assembly-schema==48.20.0
     # via aws-cdk-lib
-aws-cdk-lib==2.225.0
+aws-cdk-lib==2.229.0
     # via localstack-core (pyproject.toml)
-aws-sam-translator==1.101.0
+aws-sam-translator==1.103.0
     # via
     #   cfn-lint
     #   localstack-core
@@ -45,7 +45,7 @@ aws-xray-sdk==2.15.0
     # via moto-ext
 awscli==1.43.2
     # via localstack-core
-awscrt==0.28.4
+awscrt==0.29.0
     # via localstack-core
 boto3==1.41.2
     # via
@@ -78,7 +78,7 @@ certifi==2025.11.12
     #   requests
 cffi==2.0.0
     # via cryptography
-cfn-lint==1.40.4
+cfn-lint==1.41.0
     # via moto-ext
 charset-normalizer==3.4.4
     # via requests
@@ -92,7 +92,7 @@ constantly==23.10.4
     # via localstack-twisted
 constructs==10.4.3
     # via aws-cdk-lib
-coverage==7.11.3
+coverage==7.12.0
     # via localstack-core (pyproject.toml)
 crontab==1.0.5
     # via localstack-core
@@ -130,6 +130,8 @@ events==0.5
     # via opensearch-py
 graphql-core==3.2.7
     # via moto-ext
+grpcio==1.76.0
+    # via opensearch-protobufs
 h11==0.16.0
     # via
     #   httpcore
@@ -175,11 +177,11 @@ jmespath==1.0.1
     # via
     #   boto3
     #   botocore
-joserfc==1.4.2
+joserfc==1.4.3
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core
-jsii==1.119.0
+jsii==1.120.0
     # via
     #   aws-cdk-asset-awscli-v1
     #   aws-cdk-asset-node-proxy-agent-v6
@@ -237,13 +239,13 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.16.post39
+moto-ext==5.1.17.post15
     # via localstack-core
 mpmath==1.3.0
     # via sympy
 multipart==1.3.0
     # via moto-ext
-networkx==3.5
+networkx==3.6
     # via cfn-lint
 openapi-core==0.19.4
     # via localstack-core
@@ -255,7 +257,9 @@ openapi-spec-validator==0.7.2
     # via
     #   moto-ext
     #   openapi-core
-opensearch-py==3.0.0
+opensearch-protobufs==0.19.0
+    # via opensearch-py
+opensearch-py==3.1.0
     # via localstack-core
 orderly-set==5.5.0
     # via deepdiff
@@ -285,6 +289,8 @@ priority==1.3.0
     # via
     #   hypercorn
     #   localstack-twisted
+protobuf==6.33.1
+    # via opensearch-protobufs
 psutil==7.1.3
     # via
     #   localstack-core
@@ -414,7 +420,7 @@ sniffio==1.3.1
     # via anyio
 sympy==1.14.0
     # via cfn-lint
-typeguard==4.2.1
+typeguard==2.13.3
     # via
     #   aws-cdk-asset-awscli-v1
     #   aws-cdk-asset-node-proxy-agent-v6
@@ -427,6 +433,7 @@ typing-extensions==4.15.0
     #   aws-sam-translator
     #   cattrs
     #   cfn-lint
+    #   grpcio
     #   jsii
     #   localstack-core
     #   localstack-twisted
@@ -455,7 +462,7 @@ werkzeug==3.1.3
     #   rolo
 wrapt==2.0.1
     # via aws-xray-sdk
-wsproto==1.3.1
+wsproto==1.3.2
     # via hypercorn
 xmltodict==1.0.2
     # via
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index bce5982218695..82a1edfd1a152 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -33,11 +33,11 @@ aws-cdk-asset-awscli-v1==2.2.242
     # via aws-cdk-lib
 aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
-aws-cdk-cloud-assembly-schema==48.19.0
+aws-cdk-cloud-assembly-schema==48.20.0
     # via aws-cdk-lib
-aws-cdk-lib==2.225.0
+aws-cdk-lib==2.229.0
     # via localstack-core
-aws-sam-translator==1.101.0
+aws-sam-translator==1.103.0
     # via
     #   cfn-lint
     #   localstack-core
@@ -45,7 +45,7 @@ aws-xray-sdk==2.15.0
     # via moto-ext
 awscli==1.43.2
     # via localstack-core
-awscrt==0.28.4
+awscrt==0.29.0
     # via localstack-core
 boto3==1.41.2
     # via
@@ -53,7 +53,7 @@ boto3==1.41.2
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-boto3-stubs==1.40.75
+boto3-stubs==1.41.3
     # via localstack-core (pyproject.toml)
 botocore==1.41.2
     # via
@@ -63,7 +63,7 @@ botocore==1.41.2
     #   localstack-core
     #   moto-ext
     #   s3transfer
-botocore-stubs==1.40.75
+botocore-stubs==1.41.3
     # via boto3-stubs
 cachetools==6.2.2
     # via
@@ -82,9 +82,9 @@ certifi==2025.11.12
     #   requests
 cffi==2.0.0
     # via cryptography
-cfgv==3.4.0
+cfgv==3.5.0
     # via pre-commit
-cfn-lint==1.40.4
+cfn-lint==1.41.0
     # via moto-ext
 charset-normalizer==3.4.4
     # via requests
@@ -99,7 +99,7 @@ constantly==23.10.4
     # via localstack-twisted
 constructs==10.4.3
     # via aws-cdk-lib
-coverage==7.11.3
+coverage==7.12.0
     # via
     #   coveralls
     #   localstack-core
@@ -151,6 +151,8 @@ filelock==3.20.0
     # via virtualenv
 graphql-core==3.2.7
     # via moto-ext
+grpcio==1.76.0
+    # via opensearch-protobufs
 h11==0.16.0
     # via
     #   httpcore
@@ -198,11 +200,11 @@ jmespath==1.0.1
     # via
     #   boto3
     #   botocore
-joserfc==1.4.2
+joserfc==1.4.3
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core
-jsii==1.119.0
+jsii==1.120.0
     # via
     #   aws-cdk-asset-awscli-v1
     #   aws-cdk-asset-node-proxy-agent-v6
@@ -260,7 +262,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.16.post39
+moto-ext==5.1.17.post15
     # via localstack-core
 mpmath==1.3.0
     # via sympy
@@ -268,209 +270,209 @@ multipart==1.3.0
     # via moto-ext
 mypy==1.18.2
     # via localstack-core
-mypy-boto3-acm==1.40.59
+mypy-boto3-acm==1.41.0
     # via boto3-stubs
-mypy-boto3-acm-pca==1.40.70
+mypy-boto3-acm-pca==1.41.0
     # via boto3-stubs
-mypy-boto3-amplify==1.40.54
+mypy-boto3-amplify==1.41.0
     # via boto3-stubs
-mypy-boto3-apigateway==1.40.63
+mypy-boto3-apigateway==1.41.2
     # via boto3-stubs
-mypy-boto3-apigatewayv2==1.40.61
+mypy-boto3-apigatewayv2==1.41.0
     # via boto3-stubs
-mypy-boto3-appconfig==1.40.63
+mypy-boto3-appconfig==1.41.0
     # via boto3-stubs
-mypy-boto3-appconfigdata==1.40.55
+mypy-boto3-appconfigdata==1.41.0
     # via boto3-stubs
-mypy-boto3-application-autoscaling==1.40.58
+mypy-boto3-application-autoscaling==1.41.0
     # via boto3-stubs
-mypy-boto3-appsync==1.40.63
+mypy-boto3-appsync==1.41.0
     # via boto3-stubs
-mypy-boto3-athena==1.40.60
+mypy-boto3-athena==1.41.2
     # via boto3-stubs
-mypy-boto3-autoscaling==1.40.57
+mypy-boto3-autoscaling==1.41.1
     # via boto3-stubs
-mypy-boto3-backup==1.40.75
+mypy-boto3-backup==1.41.0
     # via boto3-stubs
-mypy-boto3-batch==1.40.71
+mypy-boto3-batch==1.41.0
     # via boto3-stubs
-mypy-boto3-ce==1.40.60
+mypy-boto3-ce==1.41.0
     # via boto3-stubs
-mypy-boto3-cloudcontrol==1.40.63
+mypy-boto3-cloudcontrol==1.41.0
     # via boto3-stubs
-mypy-boto3-cloudformation==1.40.73
+mypy-boto3-cloudformation==1.41.2
     # via boto3-stubs
-mypy-boto3-cloudfront==1.40.55
+mypy-boto3-cloudfront==1.41.3
     # via boto3-stubs
-mypy-boto3-cloudtrail==1.40.59
+mypy-boto3-cloudtrail==1.41.1
     # via boto3-stubs
-mypy-boto3-cloudwatch==1.40.63
+mypy-boto3-cloudwatch==1.41.0
     # via boto3-stubs
-mypy-boto3-codebuild==1.40.58
+mypy-boto3-codebuild==1.41.0
     # via boto3-stubs
-mypy-boto3-codecommit==1.40.63
+mypy-boto3-codecommit==1.41.0
     # via boto3-stubs
-mypy-boto3-codeconnections==1.40.61
+mypy-boto3-codeconnections==1.41.0
     # via boto3-stubs
-mypy-boto3-codedeploy==1.40.63
+mypy-boto3-codedeploy==1.41.0
     # via boto3-stubs
-mypy-boto3-codepipeline==1.40.59
+mypy-boto3-codepipeline==1.41.0
     # via boto3-stubs
-mypy-boto3-codestar-connections==1.40.58
+mypy-boto3-codestar-connections==1.41.0
     # via boto3-stubs
-mypy-boto3-cognito-identity==1.40.57
+mypy-boto3-cognito-identity==1.41.0
     # via boto3-stubs
-mypy-boto3-cognito-idp==1.40.60
+mypy-boto3-cognito-idp==1.41.0
     # via boto3-stubs
-mypy-boto3-dms==1.40.75
+mypy-boto3-dms==1.41.1
     # via boto3-stubs
-mypy-boto3-docdb==1.40.63
+mypy-boto3-docdb==1.41.0
     # via boto3-stubs
-mypy-boto3-dynamodb==1.40.56
+mypy-boto3-dynamodb==1.41.0
     # via boto3-stubs
-mypy-boto3-dynamodbstreams==1.40.59
+mypy-boto3-dynamodbstreams==1.41.0
     # via boto3-stubs
-mypy-boto3-ec2==1.40.75
+mypy-boto3-ec2==1.41.2
     # via boto3-stubs
-mypy-boto3-ecr==1.40.73
+mypy-boto3-ecr==1.41.2
     # via boto3-stubs
-mypy-boto3-ecs==1.40.63
+mypy-boto3-ecs==1.41.1
     # via boto3-stubs
-mypy-boto3-efs==1.40.61
+mypy-boto3-efs==1.41.0
     # via boto3-stubs
-mypy-boto3-eks==1.40.59
+mypy-boto3-eks==1.41.2
     # via boto3-stubs
-mypy-boto3-elasticache==1.40.63
+mypy-boto3-elasticache==1.41.0
     # via boto3-stubs
-mypy-boto3-elasticbeanstalk==1.40.60
+mypy-boto3-elasticbeanstalk==1.41.0
     # via boto3-stubs
-mypy-boto3-elbv2==1.40.73
+mypy-boto3-elbv2==1.41.2
     # via boto3-stubs
-mypy-boto3-emr==1.40.64
+mypy-boto3-emr==1.41.1
     # via boto3-stubs
-mypy-boto3-emr-serverless==1.40.63
+mypy-boto3-emr-serverless==1.41.0
     # via boto3-stubs
-mypy-boto3-es==1.40.55
+mypy-boto3-es==1.41.0
     # via boto3-stubs
-mypy-boto3-events==1.40.55
+mypy-boto3-events==1.41.0
     # via boto3-stubs
-mypy-boto3-firehose==1.40.63
+mypy-boto3-firehose==1.41.0
     # via boto3-stubs
-mypy-boto3-fis==1.40.59
+mypy-boto3-fis==1.41.0
     # via boto3-stubs
-mypy-boto3-glacier==1.40.61
+mypy-boto3-glacier==1.41.0
     # via boto3-stubs
-mypy-boto3-glue==1.40.75
+mypy-boto3-glue==1.41.1
     # via boto3-stubs
-mypy-boto3-iam==1.40.70
+mypy-boto3-iam==1.41.0
     # via boto3-stubs
-mypy-boto3-identitystore==1.40.54
+mypy-boto3-identitystore==1.41.0
     # via boto3-stubs
-mypy-boto3-iot==1.40.57
+mypy-boto3-iot==1.41.0
     # via boto3-stubs
-mypy-boto3-iot-data==1.40.55
+mypy-boto3-iot-data==1.41.0
     # via boto3-stubs
-mypy-boto3-iotanalytics==1.40.57
+mypy-boto3-iotanalytics==1.41.0
     # via boto3-stubs
-mypy-boto3-iotwireless==1.40.73
+mypy-boto3-iotwireless==1.41.0
     # via boto3-stubs
-mypy-boto3-kafka==1.40.70
+mypy-boto3-kafka==1.41.0
     # via boto3-stubs
-mypy-boto3-kinesis==1.40.64
+mypy-boto3-kinesis==1.41.1
     # via boto3-stubs
-mypy-boto3-kinesisanalyticsv2==1.40.57
+mypy-boto3-kinesisanalyticsv2==1.41.0
     # via boto3-stubs
-mypy-boto3-kms==1.40.69
+mypy-boto3-kms==1.41.2
     # via boto3-stubs
-mypy-boto3-lakeformation==1.40.55
+mypy-boto3-lakeformation==1.41.1
     # via boto3-stubs
-mypy-boto3-lambda==1.40.64
+mypy-boto3-lambda==1.41.2
     # via boto3-stubs
-mypy-boto3-logs==1.40.64
+mypy-boto3-logs==1.41.3
     # via boto3-stubs
-mypy-boto3-managedblockchain==1.40.60
+mypy-boto3-managedblockchain==1.41.0
     # via boto3-stubs
-mypy-boto3-mediaconvert==1.40.73
+mypy-boto3-mediaconvert==1.41.0
     # via boto3-stubs
-mypy-boto3-mediastore==1.40.59
+mypy-boto3-mediastore==1.41.0
     # via boto3-stubs
-mypy-boto3-mq==1.40.59
+mypy-boto3-mq==1.41.0
     # via boto3-stubs
-mypy-boto3-mwaa==1.40.57
+mypy-boto3-mwaa==1.41.0
     # via boto3-stubs
-mypy-boto3-neptune==1.40.63
+mypy-boto3-neptune==1.41.0
     # via boto3-stubs
-mypy-boto3-opensearch==1.40.75
+mypy-boto3-opensearch==1.41.0
     # via boto3-stubs
-mypy-boto3-organizations==1.40.61
+mypy-boto3-organizations==1.41.2
     # via boto3-stubs
-mypy-boto3-pi==1.40.55
+mypy-boto3-pi==1.41.0
     # via boto3-stubs
-mypy-boto3-pinpoint==1.40.60
+mypy-boto3-pinpoint==1.41.0
     # via boto3-stubs
-mypy-boto3-pipes==1.40.61
+mypy-boto3-pipes==1.41.0
     # via boto3-stubs
-mypy-boto3-rds==1.40.73
+mypy-boto3-rds==1.41.2
     # via boto3-stubs
-mypy-boto3-rds-data==1.40.60
+mypy-boto3-rds-data==1.41.0
     # via boto3-stubs
-mypy-boto3-redshift==1.40.72
+mypy-boto3-redshift==1.41.2
     # via boto3-stubs
-mypy-boto3-redshift-data==1.40.57
+mypy-boto3-redshift-data==1.41.1
     # via boto3-stubs
-mypy-boto3-resource-groups==1.40.61
+mypy-boto3-resource-groups==1.41.0
     # via boto3-stubs
-mypy-boto3-resourcegroupstaggingapi==1.40.64
+mypy-boto3-resourcegroupstaggingapi==1.41.0
     # via boto3-stubs
-mypy-boto3-route53==1.40.57
+mypy-boto3-route53==1.41.0
     # via boto3-stubs
-mypy-boto3-route53resolver==1.40.75
+mypy-boto3-route53resolver==1.41.0
     # via boto3-stubs
-mypy-boto3-s3==1.40.61
+mypy-boto3-s3==1.41.1
     # via boto3-stubs
-mypy-boto3-s3control==1.40.61
+mypy-boto3-s3control==1.41.0
     # via boto3-stubs
-mypy-boto3-sagemaker==1.40.73
+mypy-boto3-sagemaker==1.41.2
     # via boto3-stubs
-mypy-boto3-sagemaker-runtime==1.40.63
+mypy-boto3-sagemaker-runtime==1.41.0
     # via boto3-stubs
-mypy-boto3-secretsmanager==1.40.60
+mypy-boto3-secretsmanager==1.41.0
     # via boto3-stubs
-mypy-boto3-serverlessrepo==1.40.63
+mypy-boto3-serverlessrepo==1.41.0
     # via boto3-stubs
-mypy-boto3-servicediscovery==1.40.59
+mypy-boto3-servicediscovery==1.41.0
     # via boto3-stubs
-mypy-boto3-ses==1.40.60
+mypy-boto3-ses==1.41.0
     # via boto3-stubs
-mypy-boto3-sesv2==1.40.58
+mypy-boto3-sesv2==1.41.2
     # via boto3-stubs
-mypy-boto3-sns==1.40.57
+mypy-boto3-sns==1.41.0
     # via boto3-stubs
-mypy-boto3-sqs==1.40.61
+mypy-boto3-sqs==1.41.0
     # via boto3-stubs
-mypy-boto3-ssm==1.40.54
+mypy-boto3-ssm==1.41.0
     # via boto3-stubs
-mypy-boto3-sso-admin==1.40.60
+mypy-boto3-sso-admin==1.41.0
     # via boto3-stubs
-mypy-boto3-stepfunctions==1.40.60
+mypy-boto3-stepfunctions==1.41.0
     # via boto3-stubs
-mypy-boto3-sts==1.40.70
+mypy-boto3-sts==1.41.0
     # via boto3-stubs
-mypy-boto3-timestream-query==1.40.54
+mypy-boto3-timestream-query==1.41.0
     # via boto3-stubs
-mypy-boto3-timestream-write==1.40.55
+mypy-boto3-timestream-write==1.41.0
     # via boto3-stubs
-mypy-boto3-transcribe==1.40.52
+mypy-boto3-transcribe==1.41.0
     # via boto3-stubs
-mypy-boto3-verifiedpermissions==1.40.70
+mypy-boto3-verifiedpermissions==1.41.0
     # via boto3-stubs
-mypy-boto3-wafv2==1.40.70
+mypy-boto3-wafv2==1.41.0
     # via boto3-stubs
-mypy-boto3-xray==1.40.61
+mypy-boto3-xray==1.41.0
     # via boto3-stubs
 mypy-extensions==1.1.0
     # via mypy
-networkx==3.5
+networkx==3.6
     # via
     #   cfn-lint
     #   localstack-core
@@ -487,7 +489,9 @@ openapi-spec-validator==0.7.2
     #   localstack-core
     #   moto-ext
     #   openapi-core
-opensearch-py==3.0.0
+opensearch-protobufs==0.19.0
+    # via opensearch-py
+opensearch-py==3.1.0
     # via localstack-core
 orderly-set==5.5.0
     # via deepdiff
@@ -524,12 +528,14 @@ ply==3.11
     #   jsonpath-ng
     #   jsonpath-rw
     #   pandoc
-pre-commit==4.4.0
+pre-commit==4.5.0
     # via localstack-core
 priority==1.3.0
     # via
     #   hypercorn
     #   localstack-twisted
+protobuf==6.33.1
+    # via opensearch-protobufs
 psutil==7.1.3
     # via
     #   localstack-core
@@ -649,7 +655,7 @@ rsa==4.7.2
     # via awscli
 rstr==3.2.2
     # via localstack-core
-ruff==0.14.5
+ruff==0.14.6
     # via localstack-core
 s3transfer==0.15.0
     # via
@@ -669,7 +675,7 @@ sniffio==1.3.1
     # via anyio
 sympy==1.14.0
     # via cfn-lint
-typeguard==4.2.1
+typeguard==2.13.3
     # via
     #   aws-cdk-asset-awscli-v1
     #   aws-cdk-asset-node-proxy-agent-v6
@@ -677,15 +683,16 @@ typeguard==4.2.1
     #   aws-cdk-lib
     #   constructs
     #   jsii
-types-awscrt==0.28.4
+types-awscrt==0.29.0
     # via botocore-stubs
-types-s3transfer==0.14.0
+types-s3transfer==0.15.0
     # via boto3-stubs
 typing-extensions==4.15.0
     # via
     #   aws-sam-translator
     #   cattrs
     #   cfn-lint
+    #   grpcio
     #   jsii
     #   localstack-core
     #   localstack-twisted
@@ -717,7 +724,7 @@ werkzeug==3.1.3
     #   rolo
 wrapt==2.0.1
     # via aws-xray-sdk
-wsproto==1.3.1
+wsproto==1.3.2
     # via hypercorn
 xmltodict==1.0.2
     # via

From 2877bfd9a03c666a287f5c5ff4ff713e8fb9e80f Mon Sep 17 00:00:00 2001
From: Silvio Vasiljevic <silvio.vasiljevic@gmail.com>
Date: Tue, 25 Nov 2025 11:29:10 +0100
Subject: [PATCH 400/697] Fix OpenSearch AutoTune State Transitions (#13404)

---
 .../services/opensearch/provider.py           | 56 ++++++++++++++++++-
 .../services/opensearch/test_opensearch.py    | 56 +++++++++++++++++++
 .../opensearch/test_opensearch.snapshot.json  | 28 ++++++++++
 .../test_opensearch.validation.json           |  9 +++
 4 files changed, 146 insertions(+), 3 deletions(-)

diff --git a/localstack-core/localstack/services/opensearch/provider.py b/localstack-core/localstack/services/opensearch/provider.py
index 0818e1700c20f..721e6378dd852 100644
--- a/localstack-core/localstack/services/opensearch/provider.py
+++ b/localstack-core/localstack/services/opensearch/provider.py
@@ -116,6 +116,11 @@
     CustomEndpointEnabled=False,
 )
 
+DEFAULT_AUTOTUNE_OPTIONS = AutoTuneOptionsOutput(
+    State=AutoTuneState.ENABLED,
+    UseOffPeakWindow=False,
+)
+
 
 def cluster_manager() -> ClusterManager:
     global __CLUSTER_MANAGER
@@ -203,6 +208,13 @@ def _status_to_config(status: DomainStatus) -> DomainConfig:
     cluster_cfg = status.get("ClusterConfig") or {}
     default_cfg = DEFAULT_OPENSEARCH_CLUSTER_CONFIG
     config_status = get_domain_config_status()
+    autotune_options = status.get("AutoTuneOptions") or DEFAULT_AUTOTUNE_OPTIONS
+    autotune_state = autotune_options.get("State") or AutoTuneState.ENABLED
+    desired_state = (
+        AutoTuneDesiredState.ENABLED
+        if autotune_state == AutoTuneState.ENABLED
+        else AutoTuneDesiredState.DISABLED
+    )
     return DomainConfig(
         AccessPolicies=AccessPoliciesStatus(
             Options=status.get("AccessPolicies", ""),
@@ -275,15 +287,16 @@ def _status_to_config(status: DomainStatus) -> DomainConfig:
         ),
         AutoTuneOptions=AutoTuneOptionsStatus(
             Options=AutoTuneOptions(
-                DesiredState=AutoTuneDesiredState.ENABLED,
+                DesiredState=desired_state,
                 RollbackOnDisable=RollbackOnDisable.NO_ROLLBACK,
                 MaintenanceSchedules=[],
+                UseOffPeakWindow=autotune_options.get("UseOffPeakWindow", False),
             ),
             Status=AutoTuneStatus(
                 CreationDate=config_status.get("CreationDate"),
                 UpdateDate=config_status.get("UpdateDate"),
                 UpdateVersion=config_status.get("UpdateVersion"),
-                State=AutoTuneState.ENABLED,
+                State=autotune_state,
                 PendingDeletion=config_status.get("PendingDeletion"),
             ),
         ),
@@ -315,6 +328,22 @@ def get_domain_status(
         stored_status.update(request)
         default_cfg.update(request.get("ClusterConfig", {}))
 
+    autotune_options = stored_status.get("AutoTuneOptions") or deepcopy(DEFAULT_AUTOTUNE_OPTIONS)
+    if request and (request_options := request.get("AutoTuneOptions")):
+        desired_state = request_options.get("DesiredState") or AutoTuneDesiredState.ENABLED
+        state = (
+            AutoTuneState.ENABLED
+            if desired_state == AutoTuneDesiredState.ENABLED
+            else AutoTuneState.DISABLED
+        )
+        autotune_options = AutoTuneOptionsOutput(
+            State=state,
+            UseOffPeakWindow=request_options.get(
+                "UseOffPeakWindow", autotune_options.get("UseOffPeakWindow", False)
+            ),
+        )
+    stored_status["AutoTuneOptions"] = autotune_options
+
     domain_processing_status = stored_status.get("DomainProcessingStatus", None)
     processing = stored_status.get("Processing", True)
     if deleted:
@@ -377,7 +406,10 @@ def get_domain_status(
         AdvancedSecurityOptions=AdvancedSecurityOptions(
             Enabled=False, InternalUserDatabaseEnabled=False
         ),
-        AutoTuneOptions=AutoTuneOptionsOutput(State=AutoTuneState.ENABLE_IN_PROGRESS),
+        AutoTuneOptions=AutoTuneOptionsOutput(
+            State=stored_status.get("AutoTuneOptions", {}).get("State"),
+            UseOffPeakWindow=autotune_options.get("UseOffPeakWindow", False),
+        ),
     )
     return new_status
 
@@ -582,6 +614,24 @@ def update_domain_config(
             if domain_status is None:
                 raise ResourceNotFoundException(f"Domain not found: {domain_key.domain_name}")
 
+            if payload.get("AutoTuneOptions"):
+                auto_request = payload.pop("AutoTuneOptions")
+                desired_state = auto_request.get("DesiredState") or AutoTuneDesiredState.ENABLED
+
+                state = (
+                    AutoTuneState.ENABLED
+                    if desired_state == AutoTuneDesiredState.ENABLED
+                    else AutoTuneState.DISABLED
+                )
+
+                current_autotune = domain_status.get("AutoTuneOptions", {})
+                domain_status["AutoTuneOptions"] = AutoTuneOptionsOutput(
+                    State=state,
+                    UseOffPeakWindow=auto_request.get(
+                        "UseOffPeakWindow", current_autotune.get("UseOffPeakWindow", False)
+                    ),
+                )
+
             status_update: dict = _update_domain_config_request_to_status(payload)
             domain_status.update(status_update)
 
diff --git a/tests/aws/services/opensearch/test_opensearch.py b/tests/aws/services/opensearch/test_opensearch.py
index 30917034c3e75..2b28758ab4d21 100644
--- a/tests/aws/services/opensearch/test_opensearch.py
+++ b/tests/aws/services/opensearch/test_opensearch.py
@@ -15,6 +15,8 @@
 from localstack import config
 from localstack.aws.api.opensearch import (
     AdvancedSecurityOptionsInput,
+    AutoTuneDesiredState,
+    AutoTuneState,
     ClusterConfig,
     DomainEndpointOptions,
     EBSOptions,
@@ -194,6 +196,7 @@ def test_get_compatible_version_for_domain(self, opensearch_create_domain, aws_c
             "$..SnapshotOptions.Options.AutomatedSnapshotStartHour",
             "$..SnapshotOptions.Status.UpdateVersion",
             "$..SoftwareUpdateOptions",
+            "$..Status.UpdateVersion",
             "$..VPCOptions.Status.UpdateVersion",
         ]
     )
@@ -287,6 +290,59 @@ def test_domain_lifecycle(
         delete_response = aws_client.opensearch.delete_domain(DomainName=domain_name)
         snapshot.match("delete-response", delete_response["DomainStatus"])
 
+    @markers.aws.validated
+    @markers.snapshot.skip_snapshot_verify(
+        paths=[
+            "$..Status.UpdateVersion",
+        ]
+    )
+    def test_autotune_state_transitions(self, opensearch_create_domain, aws_client, snapshot):
+        domain_name = opensearch_create_domain(
+            AutoTuneOptions={"DesiredState": AutoTuneDesiredState.ENABLED},
+            ClusterConfig={
+                "InstanceType": "m5.large.search",
+                "InstanceCount": 1,
+            },
+            EBSOptions={
+                "EBSEnabled": True,
+                "VolumeType": "gp2",
+                "VolumeSize": 10,
+            },
+        )
+
+        timeout = 25 * 60 if is_aws_cloud() else 2 * 60
+        interval = 10 if is_aws_cloud() else 0.5
+
+        def wait_for_autotune_state(expected_state: AutoTuneState) -> dict:
+            def _state_matches():
+                status = aws_client.opensearch.describe_domain(DomainName=domain_name)
+                autotune = status["DomainStatus"].get("AutoTuneOptions") or {}
+                return autotune.get("State") == expected_state
+
+            assert poll_condition(_state_matches, timeout=timeout, interval=interval)
+            final_status = aws_client.opensearch.describe_domain(DomainName=domain_name)
+            return final_status["DomainStatus"].get("AutoTuneOptions") or {}
+
+        enabled_status = wait_for_autotune_state(AutoTuneState.ENABLED)
+        snapshot.match("autotune_enabled_status", enabled_status)
+
+        aws_client.opensearch.update_domain_config(
+            DomainName=domain_name, AutoTuneOptions={"DesiredState": AutoTuneDesiredState.DISABLED}
+        )
+
+        disabled_status = wait_for_autotune_state(AutoTuneState.DISABLED)
+        snapshot.match("autotune_disabled_status", disabled_status)
+
+        def _config_matches():
+            config = aws_client.opensearch.describe_domain_config(DomainName=domain_name)
+            options = (config["DomainConfig"].get("AutoTuneOptions") or {}).get("Options") or {}
+            return options.get("DesiredState") == AutoTuneDesiredState.DISABLED
+
+        assert poll_condition(_config_matches, timeout=timeout, interval=interval)
+        final_config = aws_client.opensearch.describe_domain_config(DomainName=domain_name)
+        config_autotune = final_config["DomainConfig"].get("AutoTuneOptions") or {}
+        snapshot.match("autotune_domain_config", config_autotune)
+
     @markers.aws.only_localstack
     def test_security_plugin(self, opensearch_create_domain, aws_client):
         master_user_auth = ("master-user", "1[D3&2S)u9[G")
diff --git a/tests/aws/services/opensearch/test_opensearch.snapshot.json b/tests/aws/services/opensearch/test_opensearch.snapshot.json
index a3445c9f91e4b..3ae43475a36d0 100644
--- a/tests/aws/services/opensearch/test_opensearch.snapshot.json
+++ b/tests/aws/services/opensearch/test_opensearch.snapshot.json
@@ -1248,5 +1248,33 @@
         "UpgradeProcessing": false
       }
     }
+  },
+  "tests/aws/services/opensearch/test_opensearch.py::TestOpensearchProvider::test_autotune_state_transitions": {
+    "recorded-date": "19-11-2025, 13:12:26",
+    "recorded-content": {
+      "autotune_enabled_status": {
+        "State": "ENABLED",
+        "UseOffPeakWindow": false
+      },
+      "autotune_disabled_status": {
+        "State": "DISABLED",
+        "UseOffPeakWindow": false
+      },
+      "autotune_domain_config": {
+        "Options": {
+          "DesiredState": "DISABLED",
+          "MaintenanceSchedules": [],
+          "RollbackOnDisable": "NO_ROLLBACK",
+          "UseOffPeakWindow": false
+        },
+        "Status": {
+          "CreationDate": "<datetime>",
+          "PendingDeletion": false,
+          "State": "DISABLED",
+          "UpdateDate": "<datetime>",
+          "UpdateVersion": 15
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/opensearch/test_opensearch.validation.json b/tests/aws/services/opensearch/test_opensearch.validation.json
index d9d82f0c8c1ae..5d9a294e9256f 100644
--- a/tests/aws/services/opensearch/test_opensearch.validation.json
+++ b/tests/aws/services/opensearch/test_opensearch.validation.json
@@ -1,4 +1,13 @@
 {
+  "tests/aws/services/opensearch/test_opensearch.py::TestOpensearchProvider::test_autotune_state_transitions": {
+    "last_validated_date": "2025-11-19T13:12:26+00:00",
+    "durations_in_seconds": {
+      "setup": 0.62,
+      "call": 1105.63,
+      "teardown": 0.34,
+      "total": 1106.59
+    }
+  },
   "tests/aws/services/opensearch/test_opensearch.py::TestOpensearchProvider::test_domain_lifecycle": {
     "last_validated_date": "2025-09-12T08:04:43+00:00",
     "durations_in_seconds": {

From 38c7246e778691c676144595066dcaf6de62d73f Mon Sep 17 00:00:00 2001
From: Anastasia Dusak <61540676+k-a-il@users.noreply.github.com>
Date: Tue, 25 Nov 2025 13:15:26 +0100
Subject: [PATCH 401/697] Remove incorrect deprecation message about USE_SSL
 (#13415)

---
 localstack-core/localstack/deprecations.py | 6 ------
 1 file changed, 6 deletions(-)

diff --git a/localstack-core/localstack/deprecations.py b/localstack-core/localstack/deprecations.py
index b9713f06d23e5..c41b44487cfba 100644
--- a/localstack-core/localstack/deprecations.py
+++ b/localstack-core/localstack/deprecations.py
@@ -35,12 +35,6 @@ def is_affected(self) -> bool:
 # Please make sure this is in-sync with https://docs.localstack.cloud/references/configuration/
 #
 DEPRECATIONS = [
-    # Since 0.11.3 - HTTP / HTTPS multiplexing
-    EnvVarDeprecation(
-        "USE_SSL",
-        "0.11.3",
-        "Each endpoint now supports multiplexing HTTP/HTTPS traffic over the same port. Please remove this environment variable.",  # noqa
-    ),
     # Since 0.12.8 - PORT_UI was removed
     EnvVarDeprecation(
         "PORT_WEB_UI",

From 012056df96e4f8617d59a5cd4468830f284c2d6b Mon Sep 17 00:00:00 2001
From: Mathieu Cloutier <79954947+cloutierMat@users.noreply.github.com>
Date: Tue, 25 Nov 2025 06:58:40 -0700
Subject: [PATCH 402/697] Lambda/support js 24 (#13410)

---
 .../localstack/services/lambda_/runtimes.py   |    4 +-
 .../lambda_/test_lambda_api.snapshot.json     |   85 +-
 .../lambda_/test_lambda_api.validation.json   |  216 ++--
 .../lambda_/test_lambda_common.snapshot.json  |  502 ++++++--
 .../test_lambda_common.validation.json        | 1083 +++++++++--------
 .../test_lambda_runtimes.snapshot.json        |  142 ++-
 .../test_lambda_runtimes.validation.json      |  333 +++--
 7 files changed, 1415 insertions(+), 950 deletions(-)

diff --git a/localstack-core/localstack/services/lambda_/runtimes.py b/localstack-core/localstack/services/lambda_/runtimes.py
index 805477e0c7175..8cd7ee4864a13 100644
--- a/localstack-core/localstack/services/lambda_/runtimes.py
+++ b/localstack-core/localstack/services/lambda_/runtimes.py
@@ -34,6 +34,7 @@
 # => Synchronize the order with the "Supported runtimes" under "AWS Lambda runtimes" (a)
 # => Add comments for deprecated runtimes using <Deprecation date> => <Block function create> => <Block function update>
 IMAGE_MAPPING: dict[Runtime, str] = {
+    Runtime.nodejs24_x: "nodejs:24",
     Runtime.nodejs22_x: "nodejs:22",
     Runtime.nodejs20_x: "nodejs:20",
     Runtime.nodejs18_x: "nodejs:18",
@@ -112,6 +113,7 @@
 # => Remove deprecated runtimes from this testing list
 RUNTIMES_AGGREGATED = {
     "nodejs": [
+        Runtime.nodejs24_x,
         Runtime.nodejs22_x,
         Runtime.nodejs20_x,
         Runtime.nodejs18_x,
@@ -166,6 +168,6 @@
 ]
 
 # An ordered list of all Lambda runtimes considered valid by AWS. Matching snapshots in test_create_lambda_exceptions
-VALID_RUNTIMES: str = "[nodejs20.x, python3.14, provided.al2023, python3.12, python3.13, nodejs22.x, java17, nodejs16.x, java25, dotnet8, python3.10, java11, python3.11, dotnet6, java21, nodejs18.x, provided.al2, ruby3.3, ruby3.4, java8.al2, ruby3.2, python3.8, python3.9]"
+VALID_RUNTIMES: str = "[nodejs20.x, python3.14, provided.al2023, python3.12, python3.13, nodejs24.x, nodejs22.x, java17, nodejs16.x, java25, dotnet8, python3.10, java11, python3.11, dotnet6, java21, nodejs18.x, provided.al2, ruby3.3, ruby3.4, java8.al2, ruby3.2, python3.8, python3.9]"
 # An ordered list of all Lambda runtimes for layers considered valid by AWS. Matching snapshots in test_layer_exceptions
 VALID_LAYER_RUNTIMES: str = "[ruby3.5, ruby2.6, dotnetcore1.0, python3.7, nodejs8.10, nasa, ruby2.7, python2.7-greengrass, dotnetcore2.0, python3.8, java21, dotnet6, dotnetcore2.1, python3.9, java11, nodejs6.10, provided, dotnetcore3.1, dotnet8, java25, java17, nodejs, nodejs4.3, java8.al2, go1.x, dotnet10, nodejs20.x, go1.9, byol, nodejs10.x, provided.al2023, nodejs22.x, python3.10, java8, nodejs12.x, python3.11, nodejs24.x, nodejs8.x, python3.12, nodejs14.x, nodejs8.9, nodejs26.x, python3.13, python3.14, nodejs16.x, python3.15, provided.al2, nodejs4.3-edge, nodejs18.x, ruby3.2, python3.4, ruby3.3, ruby3.4, ruby2.5, python3.6, python2.7]"
diff --git a/tests/aws/services/lambda_/test_lambda_api.snapshot.json b/tests/aws/services/lambda_/test_lambda_api.snapshot.json
index 46bca08f4b782..4ec2eb32259d5 100644
--- a/tests/aws/services/lambda_/test_lambda_api.snapshot.json
+++ b/tests/aws/services/lambda_/test_lambda_api.snapshot.json
@@ -7853,7 +7853,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_create_lambda_exceptions": {
-    "recorded-date": "06-11-2025, 11:54:01",
+    "recorded-date": "24-11-2025, 19:30:42",
     "recorded-content": {
       "invalid_role_arn_exc": {
         "Error": {
@@ -7868,10 +7868,10 @@
       "invalid_runtime_exc": {
         "Error": {
           "Code": "InvalidParameterValueException",
-          "Message": "Value non-existent-runtime at 'runtime' failed to satisfy constraint: Member must satisfy enum value set: [nodejs20.x, python3.14, provided.al2023, python3.12, python3.13, nodejs22.x, java17, nodejs16.x, java25, dotnet8, python3.10, java11, python3.11, dotnet6, java21, nodejs18.x, provided.al2, ruby3.3, ruby3.4, java8.al2, ruby3.2, python3.8, python3.9] or be a valid ARN"
+          "Message": "Value non-existent-runtime at 'runtime' failed to satisfy constraint: Member must satisfy enum value set: [nodejs20.x, python3.14, provided.al2023, python3.12, python3.13, nodejs24.x, nodejs22.x, java17, nodejs16.x, java25, dotnet8, python3.10, java11, python3.11, dotnet6, java21, nodejs18.x, provided.al2, ruby3.3, ruby3.4, java8.al2, ruby3.2, python3.8, python3.9] or be a valid ARN"
         },
         "Type": "User",
-        "message": "Value non-existent-runtime at 'runtime' failed to satisfy constraint: Member must satisfy enum value set: [nodejs20.x, python3.14, provided.al2023, python3.12, python3.13, nodejs22.x, java17, nodejs16.x, java25, dotnet8, python3.10, java11, python3.11, dotnet6, java21, nodejs18.x, provided.al2, ruby3.3, ruby3.4, java8.al2, ruby3.2, python3.8, python3.9] or be a valid ARN",
+        "message": "Value non-existent-runtime at 'runtime' failed to satisfy constraint: Member must satisfy enum value set: [nodejs20.x, python3.14, provided.al2023, python3.12, python3.13, nodejs24.x, nodejs22.x, java17, nodejs16.x, java25, dotnet8, python3.10, java11, python3.11, dotnet6, java21, nodejs18.x, provided.al2, ruby3.3, ruby3.4, java8.al2, ruby3.2, python3.8, python3.9] or be a valid ARN",
         "ResponseMetadata": {
           "HTTPHeaders": {},
           "HTTPStatusCode": 400
@@ -7880,10 +7880,10 @@
       "uppercase_runtime_exc": {
         "Error": {
           "Code": "InvalidParameterValueException",
-          "Message": "Value PYTHON3.9 at 'runtime' failed to satisfy constraint: Member must satisfy enum value set: [nodejs20.x, python3.14, provided.al2023, python3.12, python3.13, nodejs22.x, java17, nodejs16.x, java25, dotnet8, python3.10, java11, python3.11, dotnet6, java21, nodejs18.x, provided.al2, ruby3.3, ruby3.4, java8.al2, ruby3.2, python3.8, python3.9] or be a valid ARN"
+          "Message": "Value PYTHON3.9 at 'runtime' failed to satisfy constraint: Member must satisfy enum value set: [nodejs20.x, python3.14, provided.al2023, python3.12, python3.13, nodejs24.x, nodejs22.x, java17, nodejs16.x, java25, dotnet8, python3.10, java11, python3.11, dotnet6, java21, nodejs18.x, provided.al2, ruby3.3, ruby3.4, java8.al2, ruby3.2, python3.8, python3.9] or be a valid ARN"
         },
         "Type": "User",
-        "message": "Value PYTHON3.9 at 'runtime' failed to satisfy constraint: Member must satisfy enum value set: [nodejs20.x, python3.14, provided.al2023, python3.12, python3.13, nodejs22.x, java17, nodejs16.x, java25, dotnet8, python3.10, java11, python3.11, dotnet6, java21, nodejs18.x, provided.al2, ruby3.3, ruby3.4, java8.al2, ruby3.2, python3.8, python3.9] or be a valid ARN",
+        "message": "Value PYTHON3.9 at 'runtime' failed to satisfy constraint: Member must satisfy enum value set: [nodejs20.x, python3.14, provided.al2023, python3.12, python3.13, nodejs24.x, nodejs22.x, java17, nodejs16.x, java25, dotnet8, python3.10, java11, python3.11, dotnet6, java21, nodejs18.x, provided.al2, ruby3.3, ruby3.4, java8.al2, ruby3.2, python3.8, python3.9] or be a valid ARN",
         "ResponseMetadata": {
           "HTTPHeaders": {},
           "HTTPStatusCode": 400
@@ -7925,7 +7925,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_update_lambda_exceptions": {
-    "recorded-date": "06-11-2025, 11:54:03",
+    "recorded-date": "24-11-2025, 19:30:45",
     "recorded-content": {
       "invalid_role_arn_exc": {
         "Error": {
@@ -7940,10 +7940,10 @@
       "invalid_runtime_exc": {
         "Error": {
           "Code": "InvalidParameterValueException",
-          "Message": "Value non-existent-runtime at 'runtime' failed to satisfy constraint: Member must satisfy enum value set: [nodejs20.x, python3.14, provided.al2023, python3.12, python3.13, nodejs22.x, java17, nodejs16.x, java25, dotnet8, python3.10, java11, python3.11, dotnet6, java21, nodejs18.x, provided.al2, ruby3.3, ruby3.4, java8.al2, ruby3.2, python3.8, python3.9] or be a valid ARN"
+          "Message": "Value non-existent-runtime at 'runtime' failed to satisfy constraint: Member must satisfy enum value set: [nodejs20.x, python3.14, provided.al2023, python3.12, python3.13, nodejs24.x, nodejs22.x, java17, nodejs16.x, java25, dotnet8, python3.10, java11, python3.11, dotnet6, java21, nodejs18.x, provided.al2, ruby3.3, ruby3.4, java8.al2, ruby3.2, python3.8, python3.9] or be a valid ARN"
         },
         "Type": "User",
-        "message": "Value non-existent-runtime at 'runtime' failed to satisfy constraint: Member must satisfy enum value set: [nodejs20.x, python3.14, provided.al2023, python3.12, python3.13, nodejs22.x, java17, nodejs16.x, java25, dotnet8, python3.10, java11, python3.11, dotnet6, java21, nodejs18.x, provided.al2, ruby3.3, ruby3.4, java8.al2, ruby3.2, python3.8, python3.9] or be a valid ARN",
+        "message": "Value non-existent-runtime at 'runtime' failed to satisfy constraint: Member must satisfy enum value set: [nodejs20.x, python3.14, provided.al2023, python3.12, python3.13, nodejs24.x, nodejs22.x, java17, nodejs16.x, java25, dotnet8, python3.10, java11, python3.11, dotnet6, java21, nodejs18.x, provided.al2, ruby3.3, ruby3.4, java8.al2, ruby3.2, python3.8, python3.9] or be a valid ARN",
         "ResponseMetadata": {
           "HTTPHeaders": {},
           "HTTPStatusCode": 400
@@ -7952,10 +7952,10 @@
       "uppercase_runtime_exc": {
         "Error": {
           "Code": "InvalidParameterValueException",
-          "Message": "Value PYTHON3.9 at 'runtime' failed to satisfy constraint: Member must satisfy enum value set: [nodejs20.x, python3.14, provided.al2023, python3.12, python3.13, nodejs22.x, java17, nodejs16.x, java25, dotnet8, python3.10, java11, python3.11, dotnet6, java21, nodejs18.x, provided.al2, ruby3.3, ruby3.4, java8.al2, ruby3.2, python3.8, python3.9] or be a valid ARN"
+          "Message": "Value PYTHON3.9 at 'runtime' failed to satisfy constraint: Member must satisfy enum value set: [nodejs20.x, python3.14, provided.al2023, python3.12, python3.13, nodejs24.x, nodejs22.x, java17, nodejs16.x, java25, dotnet8, python3.10, java11, python3.11, dotnet6, java21, nodejs18.x, provided.al2, ruby3.3, ruby3.4, java8.al2, ruby3.2, python3.8, python3.9] or be a valid ARN"
         },
         "Type": "User",
-        "message": "Value PYTHON3.9 at 'runtime' failed to satisfy constraint: Member must satisfy enum value set: [nodejs20.x, python3.14, provided.al2023, python3.12, python3.13, nodejs22.x, java17, nodejs16.x, java25, dotnet8, python3.10, java11, python3.11, dotnet6, java21, nodejs18.x, provided.al2, ruby3.3, ruby3.4, java8.al2, ruby3.2, python3.8, python3.9] or be a valid ARN",
+        "message": "Value PYTHON3.9 at 'runtime' failed to satisfy constraint: Member must satisfy enum value set: [nodejs20.x, python3.14, provided.al2023, python3.12, python3.13, nodejs24.x, nodejs22.x, java17, nodejs16.x, java25, dotnet8, python3.10, java11, python3.11, dotnet6, java21, nodejs18.x, provided.al2, ruby3.3, ruby3.4, java8.al2, ruby3.2, python3.8, python3.9] or be a valid ARN",
         "ResponseMetadata": {
           "HTTPHeaders": {},
           "HTTPStatusCode": 400
@@ -8265,7 +8265,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaLayer::test_layer_exceptions": {
-    "recorded-date": "06-11-2025, 11:54:14",
+    "recorded-date": "24-11-2025, 19:31:09",
     "recorded-content": {
       "publish_result": {
         "CompatibleArchitectures": [
@@ -8443,7 +8443,7 @@
       "publish_layer_version_exc_invalid_runtime_arch": {
         "Error": {
           "Code": "ValidationException",
-          "Message": "2 validation errors detected: Value '[invalidruntime]' at 'compatibleRuntimes' failed to satisfy constraint: Member must satisfy enum value set: [nodejs20.x, python3.14, provided.al2023, python3.12, python3.13, nodejs22.x, java17, nodejs16.x, java25, dotnet8, python3.10, java11, python3.11, dotnet6, java21, nodejs18.x, provided.al2, ruby3.3, ruby3.4, java8.al2, ruby3.2, python3.8, python3.9]; Value '[invalidarch]' at 'compatibleArchitectures' failed to satisfy constraint: Member must satisfy constraint: [Member must satisfy enum value set: [x86_64, arm64], Member must not be null]"
+          "Message": "2 validation errors detected: Value '[invalidruntime]' at 'compatibleRuntimes' failed to satisfy constraint: Member must satisfy enum value set: [nodejs20.x, python3.14, provided.al2023, python3.12, python3.13, nodejs24.x, nodejs22.x, java17, nodejs16.x, java25, dotnet8, python3.10, java11, python3.11, dotnet6, java21, nodejs18.x, provided.al2, ruby3.3, ruby3.4, java8.al2, ruby3.2, python3.8, python3.9]; Value '[invalidarch]' at 'compatibleArchitectures' failed to satisfy constraint: Member must satisfy constraint: [Member must satisfy enum value set: [x86_64, arm64], Member must not be null]"
         },
         "ResponseMetadata": {
           "HTTPHeaders": {},
@@ -8453,7 +8453,7 @@
       "publish_layer_version_exc_partially_invalid_values": {
         "Error": {
           "Code": "ValidationException",
-          "Message": "2 validation errors detected: Value '[invalidruntime, invalidruntime2, nodejs20.x]' at 'compatibleRuntimes' failed to satisfy constraint: Member must satisfy enum value set: [nodejs20.x, python3.14, provided.al2023, python3.12, python3.13, nodejs22.x, java17, nodejs16.x, java25, dotnet8, python3.10, java11, python3.11, dotnet6, java21, nodejs18.x, provided.al2, ruby3.3, ruby3.4, java8.al2, ruby3.2, python3.8, python3.9]; Value '[invalidarch, x86_64]' at 'compatibleArchitectures' failed to satisfy constraint: Member must satisfy constraint: [Member must satisfy enum value set: [x86_64, arm64], Member must not be null]"
+          "Message": "2 validation errors detected: Value '[invalidruntime, invalidruntime2, nodejs20.x]' at 'compatibleRuntimes' failed to satisfy constraint: Member must satisfy enum value set: [nodejs20.x, python3.14, provided.al2023, python3.12, python3.13, nodejs24.x, nodejs22.x, java17, nodejs16.x, java25, dotnet8, python3.10, java11, python3.11, dotnet6, java21, nodejs18.x, provided.al2, ruby3.3, ruby3.4, java8.al2, ruby3.2, python3.8, python3.9]; Value '[invalidarch, x86_64]' at 'compatibleArchitectures' failed to satisfy constraint: Member must satisfy constraint: [Member must satisfy enum value set: [x86_64, arm64], Member must not be null]"
         },
         "ResponseMetadata": {
           "HTTPHeaders": {},
@@ -12886,7 +12886,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_lifecycle[java11]": {
-    "recorded-date": "06-11-2025, 11:54:16",
+    "recorded-date": "24-11-2025, 19:31:41",
     "recorded-content": {
       "create_function_response": {
         "Architectures": [
@@ -13030,7 +13030,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_lifecycle[java17]": {
-    "recorded-date": "06-11-2025, 11:54:19",
+    "recorded-date": "24-11-2025, 19:31:44",
     "recorded-content": {
       "create_function_response": {
         "Architectures": [
@@ -13527,7 +13527,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaLayer::test_layer_compatibilities[runtimes0]": {
-    "recorded-date": "06-11-2025, 12:04:49",
+    "recorded-date": "24-11-2025, 19:30:50",
     "recorded-content": {
       "publish_result": {
         "CompatibleArchitectures": [
@@ -13535,6 +13535,7 @@
           "x86_64"
         ],
         "CompatibleRuntimes": [
+          "nodejs24.x",
           "nodejs22.x",
           "nodejs20.x",
           "nodejs18.x",
@@ -13548,8 +13549,7 @@
           "python3.10",
           "python3.9",
           "python3.8",
-          "python3.7",
-          "java25"
+          "python3.7"
         ],
         "Content": {
           "CodeSha256": "<code-sha256:1>",
@@ -13569,7 +13569,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaLayer::test_layer_compatibilities[runtimes1]": {
-    "recorded-date": "06-11-2025, 12:04:52",
+    "recorded-date": "24-11-2025, 19:30:55",
     "recorded-content": {
       "publish_result": {
         "CompatibleArchitectures": [
@@ -13577,6 +13577,7 @@
           "x86_64"
         ],
         "CompatibleRuntimes": [
+          "java25",
           "java21",
           "java17",
           "java11",
@@ -13590,8 +13591,7 @@
           "ruby3.3",
           "ruby3.2",
           "ruby2.7",
-          "provided.al2023",
-          "provided.al2"
+          "provided.al2023"
         ],
         "Content": {
           "CodeSha256": "<code-sha256:1>",
@@ -13665,7 +13665,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_lifecycle[java21]": {
-    "recorded-date": "06-11-2025, 11:54:21",
+    "recorded-date": "24-11-2025, 19:31:48",
     "recorded-content": {
       "create_function_response": {
         "Architectures": [
@@ -15945,7 +15945,7 @@
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestRuntimeValidation::test_create_deprecated_function_runtime_with_validation_enabled[java8]": {
-    "recorded-date": "06-11-2025, 11:53:59",
+    "recorded-date": "24-11-2025, 19:30:40",
     "recorded-content": {
       "deprecation_error": {
         "Error": {
@@ -15962,7 +15962,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestRuntimeValidation::test_create_deprecated_function_runtime_with_validation_enabled[go1.x]": {
-    "recorded-date": "06-11-2025, 11:53:59",
+    "recorded-date": "24-11-2025, 19:30:40",
     "recorded-content": {
       "deprecation_error": {
         "Error": {
@@ -15979,7 +15979,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestRuntimeValidation::test_create_deprecated_function_runtime_with_validation_enabled[provided]": {
-    "recorded-date": "06-11-2025, 11:53:59",
+    "recorded-date": "24-11-2025, 19:30:40",
     "recorded-content": {
       "deprecation_error": {
         "Error": {
@@ -15996,7 +15996,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestRuntimeValidation::test_create_deprecated_function_runtime_with_validation_enabled[ruby2.7]": {
-    "recorded-date": "06-11-2025, 11:54:00",
+    "recorded-date": "24-11-2025, 19:30:41",
     "recorded-content": {
       "deprecation_error": {
         "Error": {
@@ -16013,7 +16013,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestRuntimeValidation::test_create_deprecated_function_runtime_with_validation_enabled[nodejs14.x]": {
-    "recorded-date": "06-11-2025, 11:54:00",
+    "recorded-date": "24-11-2025, 19:30:41",
     "recorded-content": {
       "deprecation_error": {
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diff --git a/tests/aws/services/lambda_/test_lambda_api.validation.json b/tests/aws/services/lambda_/test_lambda_api.validation.json
index fdbd331889f22..6518c433161e4 100644
--- a/tests/aws/services/lambda_/test_lambda_api.validation.json
+++ b/tests/aws/services/lambda_/test_lambda_api.validation.json
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@@ -453,12 +453,12 @@
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@@ -477,39 +477,39 @@
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@@ -819,16 +819,16 @@
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@@ -837,16 +837,16 @@
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@@ -855,39 +855,39 @@
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-      "teardown": 0.02,
-      "total": 0.19
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 }
diff --git a/tests/aws/services/lambda_/test_lambda_common.snapshot.json b/tests/aws/services/lambda_/test_lambda_common.snapshot.json
index de25dac53cfb4..8fc7f2be66bc3 100644
--- a/tests/aws/services/lambda_/test_lambda_common.snapshot.json
+++ b/tests/aws/services/lambda_/test_lambda_common.snapshot.json
@@ -1,70 +1,70 @@
 {
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_echo_invoke[python3.8]": {
-    "recorded-date": "06-11-2025, 11:55:30",
+    "recorded-date": "24-11-2025, 19:34:48",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_echo_invoke[java11]": {
-    "recorded-date": "06-11-2025, 11:55:47",
+    "recorded-date": "24-11-2025, 19:35:14",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_echo_invoke[provided.al2]": {
-    "recorded-date": "06-11-2025, 11:56:24",
+    "recorded-date": "24-11-2025, 19:36:23",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_echo_invoke[java8.al2]": {
-    "recorded-date": "06-11-2025, 11:55:51",
+    "recorded-date": "24-11-2025, 19:35:25",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_echo_invoke[ruby3.2]": {
-    "recorded-date": "06-11-2025, 11:55:55",
+    "recorded-date": "24-11-2025, 19:35:32",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_echo_invoke[python3.11]": {
-    "recorded-date": "06-11-2025, 11:55:18",
+    "recorded-date": "24-11-2025, 19:34:32",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_echo_invoke[java17]": {
-    "recorded-date": "06-11-2025, 11:55:42",
+    "recorded-date": "24-11-2025, 19:35:04",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_echo_invoke[nodejs18.x]": {
-    "recorded-date": "06-11-2025, 11:54:59",
+    "recorded-date": "24-11-2025, 19:33:57",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_echo_invoke[java21]": {
-    "recorded-date": "06-11-2025, 11:55:39",
+    "recorded-date": "24-11-2025, 19:34:59",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_echo_invoke[provided.al2023]": {
-    "recorded-date": "06-11-2025, 11:56:17",
+    "recorded-date": "24-11-2025, 19:36:12",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_echo_invoke[python3.9]": {
-    "recorded-date": "06-11-2025, 11:55:26",
+    "recorded-date": "24-11-2025, 19:34:42",
     "recorded-content": {}
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   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_echo_invoke[python3.10]": {
-    "recorded-date": "06-11-2025, 11:55:22",
+    "recorded-date": "24-11-2025, 19:34:37",
     "recorded-content": {}
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   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_echo_invoke[python3.12]": {
-    "recorded-date": "06-11-2025, 11:55:15",
+    "recorded-date": "24-11-2025, 19:34:26",
     "recorded-content": {}
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   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_echo_invoke[nodejs20.x]": {
-    "recorded-date": "06-11-2025, 11:54:55",
+    "recorded-date": "24-11-2025, 19:33:46",
     "recorded-content": {}
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   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_echo_invoke[dotnet6]": {
-    "recorded-date": "06-11-2025, 11:56:07",
+    "recorded-date": "24-11-2025, 19:35:58",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_echo_invoke[nodejs16.x]": {
-    "recorded-date": "06-11-2025, 11:55:03",
+    "recorded-date": "24-11-2025, 19:34:08",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_introspection_invoke[python3.8]": {
-    "recorded-date": "06-11-2025, 11:56:49",
+    "recorded-date": "24-11-2025, 19:36:59",
     "recorded-content": {
       "create_function_result": {
         "Architectures": [
@@ -205,7 +205,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_introspection_invoke[java11]": {
-    "recorded-date": "06-11-2025, 11:57:01",
+    "recorded-date": "24-11-2025, 19:37:22",
     "recorded-content": {
       "create_function_result": {
         "Architectures": [
@@ -344,7 +344,7 @@
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   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_introspection_invoke[provided.al2]": {
-    "recorded-date": "06-11-2025, 11:57:28",
+    "recorded-date": "24-11-2025, 19:39:18",
     "recorded-content": {
       "create_function_result": {
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@@ -477,7 +477,7 @@
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   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_introspection_invoke[java8.al2]": {
-    "recorded-date": "06-11-2025, 11:57:04",
+    "recorded-date": "24-11-2025, 19:37:26",
     "recorded-content": {
       "create_function_result": {
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@@ -616,7 +616,7 @@
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   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_introspection_invoke[ruby3.2]": {
-    "recorded-date": "06-11-2025, 11:57:06",
+    "recorded-date": "24-11-2025, 19:37:31",
     "recorded-content": {
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@@ -761,7 +761,7 @@
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   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_introspection_invoke[python3.11]": {
-    "recorded-date": "06-11-2025, 11:56:43",
+    "recorded-date": "24-11-2025, 19:36:50",
     "recorded-content": {
       "create_function_result": {
         "Architectures": [
@@ -902,7 +902,7 @@
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   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_introspection_invoke[java17]": {
-    "recorded-date": "06-11-2025, 11:56:58",
+    "recorded-date": "24-11-2025, 19:37:18",
     "recorded-content": {
       "create_function_result": {
         "Architectures": [
@@ -1037,7 +1037,7 @@
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   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_introspection_invoke[nodejs18.x]": {
-    "recorded-date": "06-11-2025, 11:56:31",
+    "recorded-date": "24-11-2025, 19:36:34",
     "recorded-content": {
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@@ -1178,7 +1178,7 @@
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   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_introspection_invoke[java21]": {
-    "recorded-date": "06-11-2025, 11:56:55",
+    "recorded-date": "24-11-2025, 19:37:15",
     "recorded-content": {
       "create_function_result": {
         "Architectures": [
@@ -1313,7 +1313,7 @@
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   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_introspection_invoke[provided.al2023]": {
-    "recorded-date": "06-11-2025, 11:57:21",
+    "recorded-date": "24-11-2025, 19:39:09",
     "recorded-content": {
       "create_function_result": {
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@@ -1383,20 +1383,20 @@
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           "AWS_LAMBDA_LOG_GROUP_NAME": "/aws/lambda/<function-name:1>",
           "AWS_LAMBDA_LOG_STREAM_NAME": "<log-stream-name:1>",
-          "AWS_LAMBDA_RUNTIME_API": "127.0.0.1:9001",
+          "AWS_LAMBDA_RUNTIME_API": "169.254.100.1:9001",
           "AWS_REGION": "<region>",
           "AWS_SECRET_ACCESS_KEY": "<aws-secret-access-key:1>",
           "AWS_SESSION_TOKEN": "<aws-session-token:1>",
           "AWS_XRAY_CONTEXT_MISSING": "LOG_ERROR",
-          "AWS_XRAY_DAEMON_ADDRESS": "169.254.79.129:2000",
+          "AWS_XRAY_DAEMON_ADDRESS": "169.254.100.1:2000",
           "LAMBDA_RUNTIME_DIR": "/var/runtime",
           "LAMBDA_TASK_ROOT": "/var/task",
           "LANG": "en_US.UTF-8",
-          "LD_LIBRARY_PATH": "/lib64:/usr/lib64:/var/runtime:/var/runtime/lib:/var/task:/var/task/lib:/opt/lib",
-          "PATH": "/usr/local/bin:/usr/bin/:/bin:/opt/bin",
+          "LD_LIBRARY_PATH": "/var/lang/lib:/lib64:/usr/lib64:/var/runtime:/var/runtime/lib:/var/task:/var/task/lib:/opt/lib",
+          "PATH": "/var/lang/bin:/usr/local/bin:/usr/bin/:/bin:/opt/bin",
           "TEST_KEY": "TEST_VAL",
           "TZ": ":UTC",
-          "_AWS_XRAY_DAEMON_ADDRESS": "169.254.79.129",
+          "_AWS_XRAY_DAEMON_ADDRESS": "169.254.100.1",
           "_AWS_XRAY_DAEMON_PORT": "2000",
           "_HANDLER": "function.handler",
           "_X_AMZN_TRACE_ID": "<x-amzn-trace-id:1>"
@@ -1423,20 +1423,20 @@
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           "AWS_LAMBDA_LOG_GROUP_NAME": "/aws/lambda/<function-name:1>",
           "AWS_LAMBDA_LOG_STREAM_NAME": "<log-stream-name:1>",
-          "AWS_LAMBDA_RUNTIME_API": "127.0.0.1:9001",
+          "AWS_LAMBDA_RUNTIME_API": "169.254.100.1:9001",
           "AWS_REGION": "<region>",
           "AWS_SECRET_ACCESS_KEY": "<aws-secret-access-key:1>",
           "AWS_SESSION_TOKEN": "<aws-session-token:1>",
           "AWS_XRAY_CONTEXT_MISSING": "LOG_ERROR",
-          "AWS_XRAY_DAEMON_ADDRESS": "169.254.79.129:2000",
+          "AWS_XRAY_DAEMON_ADDRESS": "169.254.100.1:2000",
           "LAMBDA_RUNTIME_DIR": "/var/runtime",
           "LAMBDA_TASK_ROOT": "/var/task",
           "LANG": "en_US.UTF-8",
-          "LD_LIBRARY_PATH": "/lib64:/usr/lib64:/var/runtime:/var/runtime/lib:/var/task:/var/task/lib:/opt/lib",
-          "PATH": "/usr/local/bin:/usr/bin/:/bin:/opt/bin",
+          "LD_LIBRARY_PATH": "/var/lang/lib:/lib64:/usr/lib64:/var/runtime:/var/runtime/lib:/var/task:/var/task/lib:/opt/lib",
+          "PATH": "/var/lang/bin:/usr/local/bin:/usr/bin/:/bin:/opt/bin",
           "TEST_KEY": "TEST_VAL",
           "TZ": ":UTC",
-          "_AWS_XRAY_DAEMON_ADDRESS": "169.254.79.129",
+          "_AWS_XRAY_DAEMON_ADDRESS": "169.254.100.1",
           "_AWS_XRAY_DAEMON_PORT": "2000",
           "_HANDLER": "function.handler",
           "_X_AMZN_TRACE_ID": "<x-amzn-trace-id:2>"
@@ -1446,7 +1446,7 @@
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   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_introspection_invoke[python3.9]": {
-    "recorded-date": "06-11-2025, 11:56:47",
+    "recorded-date": "24-11-2025, 19:36:56",
     "recorded-content": {
       "create_function_result": {
         "Architectures": [
@@ -1587,7 +1587,7 @@
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   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_introspection_invoke[python3.10]": {
-    "recorded-date": "06-11-2025, 11:56:45",
+    "recorded-date": "24-11-2025, 19:36:53",
     "recorded-content": {
       "create_function_result": {
         "Architectures": [
@@ -1728,7 +1728,7 @@
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   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_introspection_invoke[python3.12]": {
-    "recorded-date": "06-11-2025, 11:56:41",
+    "recorded-date": "24-11-2025, 19:36:48",
     "recorded-content": {
       "create_function_result": {
         "Architectures": [
@@ -1871,7 +1871,7 @@
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   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_introspection_invoke[nodejs20.x]": {
-    "recorded-date": "06-11-2025, 11:56:29",
+    "recorded-date": "24-11-2025, 19:36:31",
     "recorded-content": {
       "create_function_result": {
         "Architectures": [
@@ -2010,7 +2010,7 @@
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   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_introspection_invoke[dotnet6]": {
-    "recorded-date": "06-11-2025, 11:57:14",
+    "recorded-date": "24-11-2025, 19:37:49",
     "recorded-content": {
       "create_function_result": {
         "Architectures": [
@@ -2155,7 +2155,7 @@
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   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_introspection_invoke[nodejs16.x]": {
-    "recorded-date": "06-11-2025, 11:56:34",
+    "recorded-date": "24-11-2025, 19:36:37",
     "recorded-content": {
       "create_function_result": {
         "Architectures": [
@@ -2296,7 +2296,7 @@
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   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_uncaught_exception_invoke[python3.8]": {
-    "recorded-date": "06-11-2025, 11:57:51",
+    "recorded-date": "24-11-2025, 19:39:48",
     "recorded-content": {
       "create_function_result": {
         "Architectures": [
@@ -2358,7 +2358,7 @@
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   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_uncaught_exception_invoke[java11]": {
-    "recorded-date": "06-11-2025, 11:58:02",
+    "recorded-date": "24-11-2025, 19:40:11",
     "recorded-content": {
       "create_function_result": {
         "Architectures": [
@@ -2420,7 +2420,7 @@
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   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_uncaught_exception_invoke[provided.al2]": {
-    "recorded-date": "06-11-2025, 11:58:27",
+    "recorded-date": "24-11-2025, 19:41:46",
     "recorded-content": {
       "create_function_result": {
         "Architectures": [
@@ -2481,7 +2481,7 @@
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   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_uncaught_exception_invoke[java8.al2]": {
-    "recorded-date": "06-11-2025, 11:58:05",
+    "recorded-date": "24-11-2025, 19:40:15",
     "recorded-content": {
       "create_function_result": {
         "Architectures": [
@@ -2543,7 +2543,7 @@
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   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_uncaught_exception_invoke[ruby3.2]": {
-    "recorded-date": "06-11-2025, 11:58:08",
+    "recorded-date": "24-11-2025, 19:40:17",
     "recorded-content": {
       "create_function_result": {
         "Architectures": [
@@ -2605,7 +2605,7 @@
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   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_uncaught_exception_invoke[python3.11]": {
-    "recorded-date": "06-11-2025, 11:57:45",
+    "recorded-date": "24-11-2025, 19:39:41",
     "recorded-content": {
       "create_function_result": {
         "Architectures": [
@@ -2668,7 +2668,7 @@
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   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_uncaught_exception_invoke[java17]": {
-    "recorded-date": "06-11-2025, 11:57:59",
+    "recorded-date": "24-11-2025, 19:40:08",
     "recorded-content": {
       "create_function_result": {
         "Architectures": [
@@ -2730,7 +2730,7 @@
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   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_uncaught_exception_invoke[nodejs18.x]": {
-    "recorded-date": "06-11-2025, 11:57:34",
+    "recorded-date": "24-11-2025, 19:39:28",
     "recorded-content": {
       "create_function_result": {
         "Architectures": [
@@ -2792,7 +2792,7 @@
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   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_uncaught_exception_invoke[java21]": {
-    "recorded-date": "06-11-2025, 11:57:57",
+    "recorded-date": "24-11-2025, 19:40:05",
     "recorded-content": {
       "create_function_result": {
         "Architectures": [
@@ -2854,7 +2854,7 @@
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   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_uncaught_exception_invoke[provided.al2023]": {
-    "recorded-date": "06-11-2025, 11:58:23",
+    "recorded-date": "24-11-2025, 19:41:38",
     "recorded-content": {
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         "Architectures": [
@@ -2915,7 +2915,7 @@
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   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_uncaught_exception_invoke[python3.9]": {
-    "recorded-date": "06-11-2025, 11:57:49",
+    "recorded-date": "24-11-2025, 19:39:46",
     "recorded-content": {
       "create_function_result": {
         "Architectures": [
@@ -2978,7 +2978,7 @@
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   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_uncaught_exception_invoke[python3.10]": {
-    "recorded-date": "06-11-2025, 11:57:47",
+    "recorded-date": "24-11-2025, 19:39:43",
     "recorded-content": {
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         "Architectures": [
@@ -3041,7 +3041,7 @@
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   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_uncaught_exception_invoke[python3.12]": {
-    "recorded-date": "06-11-2025, 11:57:43",
+    "recorded-date": "24-11-2025, 19:39:38",
     "recorded-content": {
       "create_function_result": {
         "Architectures": [
@@ -3104,7 +3104,7 @@
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   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_uncaught_exception_invoke[nodejs20.x]": {
-    "recorded-date": "06-11-2025, 11:57:32",
+    "recorded-date": "24-11-2025, 19:39:25",
     "recorded-content": {
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         "Architectures": [
@@ -3166,7 +3166,7 @@
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   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_uncaught_exception_invoke[dotnet6]": {
-    "recorded-date": "06-11-2025, 11:58:15",
+    "recorded-date": "24-11-2025, 19:40:36",
     "recorded-content": {
       "create_function_result": {
         "Architectures": [
@@ -3228,7 +3228,7 @@
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   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_uncaught_exception_invoke[nodejs16.x]": {
-    "recorded-date": "06-11-2025, 11:57:36",
+    "recorded-date": "24-11-2025, 19:39:31",
     "recorded-content": {
       "create_function_result": {
         "Architectures": [
@@ -3290,7 +3290,7 @@
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   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_runtime_wrapper_invoke[python3.8]": {
-    "recorded-date": "06-11-2025, 11:58:48",
+    "recorded-date": "24-11-2025, 19:42:06",
     "recorded-content": {
       "create_function_result": {
         "Architectures": [
@@ -3343,7 +3343,7 @@
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   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_runtime_wrapper_invoke[java11]": {
-    "recorded-date": "06-11-2025, 11:58:30",
+    "recorded-date": "24-11-2025, 19:42:32",
     "recorded-content": {
       "create_function_result": {
         "Architectures": [
@@ -3396,7 +3396,7 @@
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   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_runtime_wrapper_invoke[java8.al2]": {
-    "recorded-date": "06-11-2025, 11:58:33",
+    "recorded-date": "24-11-2025, 19:41:58",
     "recorded-content": {
       "create_function_result": {
         "Architectures": [
@@ -3449,7 +3449,7 @@
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   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_runtime_wrapper_invoke[ruby3.2]": {
-    "recorded-date": "06-11-2025, 11:58:41",
+    "recorded-date": "24-11-2025, 19:42:15",
     "recorded-content": {
       "create_function_result": {
         "Architectures": [
@@ -3502,7 +3502,7 @@
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   },
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+          "AWS_LAMBDA_FUNCTION_MEMORY_SIZE": "1024",
+          "AWS_LAMBDA_FUNCTION_NAME": "<function-name:1>",
+          "AWS_LAMBDA_FUNCTION_VERSION": "$LATEST",
+          "AWS_LAMBDA_INITIALIZATION_TYPE": "on-demand",
+          "AWS_LAMBDA_LOG_GROUP_NAME": "/aws/lambda/<function-name:1>",
+          "AWS_LAMBDA_LOG_STREAM_NAME": "<log-stream-name:1>",
+          "AWS_LAMBDA_RUNTIME_API": "169.254.100.1:9001",
+          "AWS_REGION": "<region>",
+          "AWS_SECRET_ACCESS_KEY": "<aws-secret-access-key:1>",
+          "AWS_SESSION_TOKEN": "<aws-session-token:1>",
+          "AWS_XRAY_CONTEXT_MISSING": "LOG_ERROR",
+          "AWS_XRAY_DAEMON_ADDRESS": "169.254.100.1:2000",
+          "LAMBDA_RUNTIME_DIR": "/var/runtime",
+          "LAMBDA_TASK_ROOT": "/var/task",
+          "LANG": "en_US.UTF-8",
+          "LD_LIBRARY_PATH": "/var/lang/lib:/lib64:/usr/lib64:/var/runtime:/var/runtime/lib:/var/task:/var/task/lib:/opt/lib",
+          "NODE_PATH": "/opt/nodejs/node24/node_modules:/opt/nodejs/node_modules:/var/runtime/node_modules:/var/runtime:/var/task",
+          "PATH": "/var/lang/bin:/usr/local/bin:/usr/bin/:/bin:/opt/bin",
+          "PWD": "/var/task",
+          "SHLVL": "0",
+          "TEST_KEY": "TEST_VAL",
+          "TZ": ":UTC",
+          "_AWS_XRAY_DAEMON_ADDRESS": "169.254.100.1",
+          "_AWS_XRAY_DAEMON_PORT": "2000",
+          "_HANDLER": "index.handler",
+          "_X_AMZN_TRACE_ID": "<x-amzn-trace-id:1>"
+        },
+        "packages": []
+      },
+      "invocation_result_payload_qualified": {
+        "ctx": {
+          "aws_request_id": "<uuid:3>",
+          "function_name": "<function-name:1>",
+          "function_version": "$LATEST",
+          "invoked_function_arn": "arn:<partition>:lambda:<region>:111111111111:function:<function-name:1>:$LATEST",
+          "log_group_name": "/aws/lambda/<function-name:1>",
+          "log_stream_name": "<log-stream-name:1>",
+          "remaining_time_in_millis": "<remaining-time-in-millis>"
+        },
+        "environment": {
+          "AWS_ACCESS_KEY_ID": "<aws-access-key-id:1>",
+          "AWS_DEFAULT_REGION": "<region>",
+          "AWS_EXECUTION_ENV": "AWS_Lambda_nodejs24.x",
+          "AWS_LAMBDA_FUNCTION_MEMORY_SIZE": "1024",
+          "AWS_LAMBDA_FUNCTION_NAME": "<function-name:1>",
+          "AWS_LAMBDA_FUNCTION_VERSION": "$LATEST",
+          "AWS_LAMBDA_INITIALIZATION_TYPE": "on-demand",
+          "AWS_LAMBDA_LOG_GROUP_NAME": "/aws/lambda/<function-name:1>",
+          "AWS_LAMBDA_LOG_STREAM_NAME": "<log-stream-name:1>",
+          "AWS_LAMBDA_RUNTIME_API": "169.254.100.1:9001",
+          "AWS_REGION": "<region>",
+          "AWS_SECRET_ACCESS_KEY": "<aws-secret-access-key:1>",
+          "AWS_SESSION_TOKEN": "<aws-session-token:1>",
+          "AWS_XRAY_CONTEXT_MISSING": "LOG_ERROR",
+          "AWS_XRAY_DAEMON_ADDRESS": "169.254.100.1:2000",
+          "LAMBDA_RUNTIME_DIR": "/var/runtime",
+          "LAMBDA_TASK_ROOT": "/var/task",
+          "LANG": "en_US.UTF-8",
+          "LD_LIBRARY_PATH": "/var/lang/lib:/lib64:/usr/lib64:/var/runtime:/var/runtime/lib:/var/task:/var/task/lib:/opt/lib",
+          "NODE_PATH": "/opt/nodejs/node24/node_modules:/opt/nodejs/node_modules:/var/runtime/node_modules:/var/runtime:/var/task",
+          "PATH": "/var/lang/bin:/usr/local/bin:/usr/bin/:/bin:/opt/bin",
+          "PWD": "/var/task",
+          "SHLVL": "0",
+          "TEST_KEY": "TEST_VAL",
+          "TZ": ":UTC",
+          "_AWS_XRAY_DAEMON_ADDRESS": "169.254.100.1",
+          "_AWS_XRAY_DAEMON_PORT": "2000",
+          "_HANDLER": "index.handler",
+          "_X_AMZN_TRACE_ID": "<x-amzn-trace-id:2>"
+        },
+        "packages": []
+      }
+    }
+  },
+  "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_uncaught_exception_invoke[nodejs24.x]": {
+    "recorded-date": "24-11-2025, 19:39:21",
+    "recorded-content": {
+      "create_function_result": {
+        "Architectures": [
+          "x86_64"
+        ],
+        "CodeSha256": "<code-sha256>",
+        "CodeSize": "<code-size>",
+        "Description": "",
+        "EphemeralStorage": {
+          "Size": 512
+        },
+        "FunctionArn": "arn:<partition>:lambda:<region>:111111111111:function:<function-name:1>",
+        "FunctionName": "<function-name:1>",
+        "Handler": "index.handler",
+        "LastModified": "date",
+        "LoggingConfig": {
+          "LogFormat": "Text",
+          "LogGroup": "/aws/lambda/<function-name:1>"
+        },
+        "MemorySize": 1024,
+        "PackageType": "Zip",
+        "RevisionId": "<uuid:1>",
+        "Role": "arn:<partition>:iam::111111111111:role/<resource:1>",
+        "Runtime": "nodejs24.x",
+        "RuntimeVersionConfig": {
+          "RuntimeVersionArn": "arn:<partition>:lambda:<region>::runtime:<resource:2>"
+        },
+        "SnapStart": {
+          "ApplyOn": "None",
+          "OptimizationStatus": "Off"
+        },
+        "State": "Pending",
+        "StateReason": "The function is being created.",
+        "StateReasonCode": "Creating",
+        "Timeout": 3,
+        "TracingConfig": {
+          "Mode": "PassThrough"
+        },
+        "Version": "$LATEST",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 201
+        }
+      },
+      "error_result": {
+        "ExecutedVersion": "$LATEST",
+        "FunctionError": "Unhandled",
+        "Payload": {
+          "errorType": "Error",
+          "errorMessage": "Error: some_error_msg",
+          "trace": "<stack-trace>"
+        },
+        "StatusCode": 200,
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_runtime_wrapper_invoke[nodejs24.x]": {
+    "recorded-date": "24-11-2025, 19:42:09",
+    "recorded-content": {
+      "create_function_result": {
+        "Architectures": [
+          "x86_64"
+        ],
+        "CodeSha256": "<code-sha256>",
+        "CodeSize": "<code-size>",
+        "Description": "",
+        "Environment": {
+          "Variables": {
+            "AWS_LAMBDA_EXEC_WRAPPER": "/var/task/environment_wrapper"
+          }
+        },
+        "EphemeralStorage": {
+          "Size": 512
+        },
+        "FunctionArn": "arn:<partition>:lambda:<region>:111111111111:function:<function-name:1>",
+        "FunctionName": "<function-name:1>",
+        "Handler": "index.handler",
+        "LastModified": "date",
+        "LoggingConfig": {
+          "LogFormat": "Text",
+          "LogGroup": "/aws/lambda/<function-name:1>"
+        },
+        "MemorySize": 1024,
+        "PackageType": "Zip",
+        "RevisionId": "<uuid:1>",
+        "Role": "arn:<partition>:iam::111111111111:role/<resource:1>",
+        "Runtime": "nodejs24.x",
+        "RuntimeVersionConfig": {
+          "RuntimeVersionArn": "arn:<partition>:lambda:<region>::runtime:<resource:2>"
+        },
+        "SnapStart": {
+          "ApplyOn": "None",
+          "OptimizationStatus": "Off"
+        },
+        "State": "Pending",
+        "StateReason": "The function is being created.",
+        "StateReasonCode": "Creating",
+        "Timeout": 3,
+        "TracingConfig": {
+          "Mode": "PassThrough"
+        },
+        "Version": "$LATEST",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 201
+        }
+      }
+    }
+  },
+  "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaCallingLocalstack::test_manual_endpoint_injection[nodejs24.x]": {
+    "recorded-date": "24-11-2025, 19:44:28",
     "recorded-content": {}
   }
 }
diff --git a/tests/aws/services/lambda_/test_lambda_common.validation.json b/tests/aws/services/lambda_/test_lambda_common.validation.json
index bced3bc758fbb..7cbb0501b0f61 100644
--- a/tests/aws/services/lambda_/test_lambda_common.validation.json
+++ b/tests/aws/services/lambda_/test_lambda_common.validation.json
@@ -1,1001 +1,1046 @@
 {
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaCallingLocalstack::test_manual_endpoint_injection[dotnet6]": {
-    "last_validated_date": "2025-11-06T12:00:44+00:00",
+    "last_validated_date": "2025-11-24T19:45:00+00:00",
     "durations_in_seconds": {
-      "setup": 0.01,
-      "call": 3.33,
-      "teardown": 0.26,
-      "total": 3.6
+      "setup": 6.15,
+      "call": 3.97,
+      "teardown": 0.44,
+      "total": 10.56
     }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaCallingLocalstack::test_manual_endpoint_injection[dotnet8]": {
-    "last_validated_date": "2025-11-06T12:00:41+00:00",
+    "last_validated_date": "2025-11-24T19:45:53+00:00",
     "durations_in_seconds": {
-      "setup": 0.0,
-      "call": 3.15,
-      "teardown": 0.24,
-      "total": 3.39
+      "setup": 7.11,
+      "call": 3.75,
+      "teardown": 0.59,
+      "total": 11.45
     }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaCallingLocalstack::test_manual_endpoint_injection[java11]": {
-    "last_validated_date": "2025-11-06T11:59:37+00:00",
+    "last_validated_date": "2025-11-24T19:45:21+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 18.03,
-      "teardown": 0.52,
-      "total": 18.55
+      "call": 20.03,
+      "teardown": 0.51,
+      "total": 20.54
     }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaCallingLocalstack::test_manual_endpoint_injection[java17]": {
-    "last_validated_date": "2025-11-06T12:01:26+00:00",
+    "last_validated_date": "2025-11-24T19:43:31+00:00",
     "durations_in_seconds": {
-      "setup": 0.0,
-      "call": 11.81,
-      "teardown": 0.26,
-      "total": 12.07
+      "setup": 17.98,
+      "call": 14.93,
+      "teardown": 0.48,
+      "total": 33.39
     }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaCallingLocalstack::test_manual_endpoint_injection[java21]": {
-    "last_validated_date": "2025-11-06T12:00:19+00:00",
+    "last_validated_date": "2025-11-24T19:46:14+00:00",
     "durations_in_seconds": {
-      "setup": 0.01,
-      "call": 12.94,
-      "teardown": 0.26,
-      "total": 13.21
+      "setup": 0.0,
+      "call": 16.67,
+      "teardown": 1.35,
+      "total": 18.02
     }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaCallingLocalstack::test_manual_endpoint_injection[java25]": {
-    "last_validated_date": "2025-11-06T12:01:07+00:00",
+    "last_validated_date": "2025-11-24T19:45:39+00:00",
     "durations_in_seconds": {
-      "setup": 0.01,
-      "call": 12.05,
-      "teardown": 0.32,
-      "total": 12.38
+      "setup": 0.0,
+      "call": 14.6,
+      "teardown": 0.48,
+      "total": 15.08
     }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaCallingLocalstack::test_manual_endpoint_injection[java8.al2]": {
-    "last_validated_date": "2025-11-06T12:00:03+00:00",
+    "last_validated_date": "2025-11-24T19:44:16+00:00",
     "durations_in_seconds": {
-      "setup": 0.01,
-      "call": 25.34,
-      "teardown": 0.29,
-      "total": 25.64
+      "setup": 20.57,
+      "call": 23.73,
+      "teardown": 0.54,
+      "total": 44.84
     }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaCallingLocalstack::test_manual_endpoint_injection[nodejs16.x]": {
-    "last_validated_date": "2025-11-06T12:00:47+00:00",
+    "last_validated_date": "2025-11-24T19:44:43+00:00",
     "durations_in_seconds": {
-      "setup": 0.01,
-      "call": 2.39,
-      "teardown": 0.3,
-      "total": 2.7
+      "setup": 0.02,
+      "call": 2.74,
+      "teardown": 0.54,
+      "total": 3.3
     }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaCallingLocalstack::test_manual_endpoint_injection[nodejs18.x]": {
-    "last_validated_date": "2025-11-06T12:00:35+00:00",
+    "last_validated_date": "2025-11-24T19:45:24+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 2.19,
-      "teardown": 0.27,
-      "total": 2.46
+      "call": 2.49,
+      "teardown": 0.57,
+      "total": 3.06
     }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaCallingLocalstack::test_manual_endpoint_injection[nodejs20.x]": {
-    "last_validated_date": "2025-11-06T12:00:25+00:00",
+    "last_validated_date": "2025-11-24T19:44:47+00:00",
     "durations_in_seconds": {
-      "setup": 0.01,
-      "call": 2.23,
-      "teardown": 0.28,
-      "total": 2.52
+      "setup": 0.0,
+      "call": 2.6,
+      "teardown": 0.47,
+      "total": 3.07
     }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaCallingLocalstack::test_manual_endpoint_injection[nodejs22.x]": {
-    "last_validated_date": "2025-11-06T12:00:06+00:00",
+    "last_validated_date": "2025-11-24T19:44:50+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 2.47,
+      "teardown": 0.51,
+      "total": 2.98
+    }
+  },
+  "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaCallingLocalstack::test_manual_endpoint_injection[nodejs24.x]": {
+    "last_validated_date": "2025-11-24T19:44:28+00:00",
     "durations_in_seconds": {
       "setup": 0.01,
-      "call": 2.23,
-      "teardown": 0.32,
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+      "call": 2.7,
+      "teardown": 0.56,
+      "total": 3.27
     }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaCallingLocalstack::test_manual_endpoint_injection[python3.10]": {
-    "last_validated_date": "2025-11-06T12:00:55+00:00",
+    "last_validated_date": "2025-11-24T19:45:56+00:00",
     "durations_in_seconds": {
-      "setup": 0.01,
-      "call": 2.31,
-      "teardown": 0.25,
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+      "teardown": 0.57,
+      "total": 3.27
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   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaCallingLocalstack::test_manual_endpoint_injection[python3.11]": {
-    "last_validated_date": "2025-11-06T12:00:50+00:00",
+    "last_validated_date": "2025-11-24T19:42:57+00:00",
     "durations_in_seconds": {
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-      "call": 2.22,
-      "teardown": 0.25,
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+      "teardown": 0.48,
+      "total": 2.96
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   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaCallingLocalstack::test_manual_endpoint_injection[python3.12]": {
-    "last_validated_date": "2025-11-06T12:00:37+00:00",
+    "last_validated_date": "2025-11-24T19:44:32+00:00",
     "durations_in_seconds": {
-      "setup": 0.01,
-      "call": 2.22,
-      "teardown": 0.27,
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+      "setup": 0.0,
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+      "teardown": 0.57,
+      "total": 3.16
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   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaCallingLocalstack::test_manual_endpoint_injection[python3.13]": {
-    "last_validated_date": "2025-11-06T12:01:29+00:00",
+    "last_validated_date": "2025-11-24T19:45:42+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 2.3,
-      "teardown": 1.32,
-      "total": 3.62
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+      "teardown": 0.44,
+      "total": 2.94
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   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaCallingLocalstack::test_manual_endpoint_injection[python3.14]": {
-    "last_validated_date": "2025-11-06T12:00:52+00:00",
+    "last_validated_date": "2025-11-24T19:44:40+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 2.23,
-      "teardown": 0.27,
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   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaCallingLocalstack::test_manual_endpoint_injection[python3.8]": {
-    "last_validated_date": "2025-11-06T12:00:33+00:00",
+    "last_validated_date": "2025-11-24T19:44:25+00:00",
     "durations_in_seconds": {
-      "setup": 0.01,
-      "call": 2.26,
-      "teardown": 0.31,
-      "total": 2.58
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+      "teardown": 0.46,
+      "total": 2.96
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   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaCallingLocalstack::test_manual_endpoint_injection[python3.9]": {
-    "last_validated_date": "2025-11-06T12:01:14+00:00",
+    "last_validated_date": "2025-11-24T19:44:19+00:00",
     "durations_in_seconds": {
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-      "teardown": 0.28,
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+      "total": 2.96
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   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaCallingLocalstack::test_manual_endpoint_injection[ruby3.2]": {
-    "last_validated_date": "2025-11-06T12:00:22+00:00",
+    "last_validated_date": "2025-11-24T19:44:37+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
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-      "teardown": 0.29,
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+      "total": 5.1
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   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaCallingLocalstack::test_manual_endpoint_injection[ruby3.3]": {
-    "last_validated_date": "2025-11-06T12:00:30+00:00",
+    "last_validated_date": "2025-11-24T19:42:54+00:00",
     "durations_in_seconds": {
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+      "teardown": 0.48,
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   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaCallingLocalstack::test_manual_endpoint_injection[ruby3.4]": {
-    "last_validated_date": "2025-11-06T12:01:11+00:00",
+    "last_validated_date": "2025-11-24T19:44:22+00:00",
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   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_echo_invoke[dotnet6]": {
-    "last_validated_date": "2025-11-06T11:56:07+00:00",
+    "last_validated_date": "2025-11-24T19:35:58+00:00",
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   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_echo_invoke[dotnet8]": {
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   },
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-    "last_validated_date": "2025-11-06T11:55:47+00:00",
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-    "last_validated_date": "2025-11-06T11:57:51+00:00",
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-    "last_validated_date": "2025-11-06T11:57:49+00:00",
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-    "last_validated_date": "2025-11-06T11:58:08+00:00",
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-    "last_validated_date": "2025-11-06T11:58:10+00:00",
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-    "last_validated_date": "2025-11-06T11:58:12+00:00",
+    "last_validated_date": "2025-11-24T19:40:23+00:00",
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 }
diff --git a/tests/aws/services/lambda_/test_lambda_runtimes.snapshot.json b/tests/aws/services/lambda_/test_lambda_runtimes.snapshot.json
index 269d907f1c40a..bbc7e7a8341d9 100644
--- a/tests/aws/services/lambda_/test_lambda_runtimes.snapshot.json
+++ b/tests/aws/services/lambda_/test_lambda_runtimes.snapshot.json
@@ -1,6 +1,6 @@
 {
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestNodeJSRuntimes::test_invoke_nodejs_es6_lambda[nodejs20.x]": {
-    "recorded-date": "26-11-2024, 09:42:35",
+    "recorded-date": "24-11-2025, 20:20:12",
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         "CreateEventSourceMappingResponse": null,
@@ -66,7 +66,7 @@
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   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestNodeJSRuntimes::test_invoke_nodejs_es6_lambda[nodejs18.x]": {
-    "recorded-date": "26-11-2024, 09:42:45",
+    "recorded-date": "24-11-2025, 20:20:23",
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@@ -132,7 +132,7 @@
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   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestNodeJSRuntimes::test_invoke_nodejs_es6_lambda[nodejs16.x]": {
-    "recorded-date": "26-11-2024, 09:42:54",
+    "recorded-date": "24-11-2025, 20:20:33",
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         "CreateEventSourceMappingResponse": null,
@@ -198,7 +198,7 @@
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   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestJavaRuntimes::test_java_runtime_with_lib": {
-    "recorded-date": "26-11-2024, 09:43:08",
+    "recorded-date": "24-11-2025, 20:20:51",
     "recorded-content": {
       "create-result-jar-with-lib": {
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@@ -377,7 +377,7 @@
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   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestJavaRuntimes::test_stream_handler[java21]": {
-    "recorded-date": "06-11-2025, 12:22:33",
+    "recorded-date": "24-11-2025, 20:20:58",
     "recorded-content": {
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@@ -391,7 +391,7 @@
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   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestJavaRuntimes::test_stream_handler[java17]": {
-    "recorded-date": "06-11-2025, 12:22:35",
+    "recorded-date": "24-11-2025, 20:21:02",
     "recorded-content": {
       "invoke_result": {
         "ExecutedVersion": "$LATEST",
@@ -405,7 +405,7 @@
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   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestJavaRuntimes::test_stream_handler[java11]": {
-    "recorded-date": "06-11-2025, 12:22:38",
+    "recorded-date": "24-11-2025, 20:21:05",
     "recorded-content": {
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@@ -419,7 +419,7 @@
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   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestJavaRuntimes::test_stream_handler[java8.al2]": {
-    "recorded-date": "06-11-2025, 12:22:41",
+    "recorded-date": "24-11-2025, 20:21:09",
     "recorded-content": {
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         "ExecutedVersion": "$LATEST",
@@ -433,7 +433,7 @@
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   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestJavaRuntimes::test_serializable_input_object[java21]": {
-    "recorded-date": "06-11-2025, 12:23:21",
+    "recorded-date": "24-11-2025, 20:22:23",
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@@ -500,7 +500,7 @@
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-    "recorded-date": "06-11-2025, 12:23:32",
+    "recorded-date": "24-11-2025, 20:22:36",
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@@ -567,7 +567,7 @@
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-    "recorded-date": "06-11-2025, 12:23:43",
+    "recorded-date": "24-11-2025, 20:22:48",
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@@ -634,7 +634,7 @@
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   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestJavaRuntimes::test_serializable_input_object[java8.al2]": {
-    "recorded-date": "06-11-2025, 12:23:54",
+    "recorded-date": "24-11-2025, 20:23:02",
     "recorded-content": {
       "create-result": {
         "CreateEventSourceMappingResponse": null,
@@ -701,7 +701,7 @@
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   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestJavaRuntimes::test_java_custom_handler_method_specification[cloud.localstack.sample.LambdaHandlerWithInterfaceAndCustom::handleRequestCustom-CUSTOM]": {
-    "recorded-date": "26-11-2024, 09:44:29",
+    "recorded-date": "24-11-2025, 20:23:08",
     "recorded-content": {
       "create-result": {
         "CreateEventSourceMappingResponse": null,
@@ -764,7 +764,7 @@
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   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestJavaRuntimes::test_java_custom_handler_method_specification[cloud.localstack.sample.LambdaHandlerWithInterfaceAndCustom-INTERFACE]": {
-    "recorded-date": "26-11-2024, 09:44:39",
+    "recorded-date": "24-11-2025, 20:23:20",
     "recorded-content": {
       "create-result": {
         "CreateEventSourceMappingResponse": null,
@@ -827,7 +827,7 @@
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   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestJavaRuntimes::test_java_custom_handler_method_specification[cloud.localstack.sample.LambdaHandlerWithInterfaceAndCustom::handleRequest-INTERFACE]": {
-    "recorded-date": "26-11-2024, 09:44:50",
+    "recorded-date": "24-11-2025, 20:23:31",
     "recorded-content": {
       "create-result": {
         "CreateEventSourceMappingResponse": null,
@@ -890,7 +890,7 @@
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   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestJavaRuntimes::test_java_lambda_subscribe_sns_topic": {
-    "recorded-date": "26-11-2024, 09:45:22",
+    "recorded-date": "24-11-2025, 20:24:09",
     "recorded-content": {
       "get-function": {
         "Code": {
@@ -966,47 +966,47 @@
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   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_handler_in_submodule[python3.12]": {
-    "recorded-date": "06-11-2025, 12:20:13",
+    "recorded-date": "24-11-2025, 20:24:18",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_handler_in_submodule[python3.11]": {
-    "recorded-date": "06-11-2025, 12:20:16",
+    "recorded-date": "24-11-2025, 20:24:21",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_handler_in_submodule[python3.10]": {
-    "recorded-date": "06-11-2025, 12:20:18",
+    "recorded-date": "24-11-2025, 20:24:24",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_handler_in_submodule[python3.9]": {
-    "recorded-date": "06-11-2025, 12:20:21",
+    "recorded-date": "24-11-2025, 20:24:27",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_handler_in_submodule[python3.8]": {
-    "recorded-date": "06-11-2025, 12:20:24",
+    "recorded-date": "24-11-2025, 20:24:30",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_python_runtime_correct_versions[python3.12]": {
-    "recorded-date": "06-11-2025, 12:20:31",
+    "recorded-date": "24-11-2025, 20:24:38",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_python_runtime_correct_versions[python3.11]": {
-    "recorded-date": "06-11-2025, 12:20:33",
+    "recorded-date": "24-11-2025, 20:24:41",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_python_runtime_correct_versions[python3.10]": {
-    "recorded-date": "06-11-2025, 12:20:36",
+    "recorded-date": "24-11-2025, 20:24:43",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_python_runtime_correct_versions[python3.9]": {
-    "recorded-date": "06-11-2025, 12:20:38",
+    "recorded-date": "24-11-2025, 20:24:46",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_python_runtime_correct_versions[python3.8]": {
-    "recorded-date": "06-11-2025, 12:20:40",
+    "recorded-date": "24-11-2025, 20:24:49",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestGoProvidedRuntimes::test_uncaught_exception_invoke[provided.al2023]": {
-    "recorded-date": "26-11-2024, 09:46:26",
+    "recorded-date": "24-11-2025, 20:25:43",
     "recorded-content": {
       "create_function_result": {
         "Architectures": [
@@ -1067,7 +1067,7 @@
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   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestGoProvidedRuntimes::test_uncaught_exception_invoke[provided.al2]": {
-    "recorded-date": "26-11-2024, 09:46:32",
+    "recorded-date": "24-11-2025, 20:25:53",
     "recorded-content": {
       "create_function_result": {
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@@ -1128,23 +1128,23 @@
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   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestGoProvidedRuntimes::test_manual_endpoint_injection[provided.al2023]": {
-    "recorded-date": "26-11-2024, 09:46:59",
+    "recorded-date": "24-11-2025, 20:26:32",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestGoProvidedRuntimes::test_manual_endpoint_injection[provided.al2]": {
-    "recorded-date": "26-11-2024, 09:47:11",
+    "recorded-date": "24-11-2025, 20:26:54",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_handler_in_submodule[python3.13]": {
-    "recorded-date": "06-11-2025, 12:20:10",
+    "recorded-date": "24-11-2025, 20:24:15",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_python_runtime_correct_versions[python3.13]": {
-    "recorded-date": "06-11-2025, 12:20:28",
+    "recorded-date": "24-11-2025, 20:24:35",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestNodeJSRuntimes::test_invoke_nodejs_es6_lambda[nodejs22.x]": {
-    "recorded-date": "26-11-2024, 09:42:29",
+    "recorded-date": "24-11-2025, 20:19:58",
     "recorded-content": {
       "creation-result": {
         "CreateEventSourceMappingResponse": null,
@@ -1210,7 +1210,7 @@
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   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestCloudwatchLogs::test_multi_line_prints": {
-    "recorded-date": "02-04-2025, 12:35:33",
+    "recorded-date": "24-11-2025, 20:27:04",
     "recorded-content": {
       "log-events": [
         {
@@ -1273,15 +1273,15 @@
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   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_handler_in_submodule[python3.14]": {
-    "recorded-date": "06-11-2025, 12:20:08",
+    "recorded-date": "24-11-2025, 20:24:12",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_python_runtime_correct_versions[python3.14]": {
-    "recorded-date": "06-11-2025, 12:20:26",
+    "recorded-date": "24-11-2025, 20:24:32",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestJavaRuntimes::test_stream_handler[java25]": {
-    "recorded-date": "06-11-2025, 12:22:30",
+    "recorded-date": "24-11-2025, 20:20:55",
     "recorded-content": {
       "invoke_result": {
         "ExecutedVersion": "$LATEST",
@@ -1295,7 +1295,7 @@
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   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestJavaRuntimes::test_serializable_input_object[java25]": {
-    "recorded-date": "06-11-2025, 12:23:11",
+    "recorded-date": "24-11-2025, 20:22:03",
     "recorded-content": {
       "create-result": {
         "CreateEventSourceMappingResponse": null,
@@ -1360,5 +1360,71 @@
         }
       }
     }
+  },
+  "tests/aws/services/lambda_/test_lambda_runtimes.py::TestNodeJSRuntimes::test_invoke_nodejs_es6_lambda[nodejs24.x]": {
+    "recorded-date": "24-11-2025, 20:19:41",
+    "recorded-content": {
+      "creation-result": {
+        "CreateEventSourceMappingResponse": null,
+        "CreateFunctionResponse": {
+          "Architectures": [
+            "x86_64"
+          ],
+          "CodeSha256": "<<code-sha-256>:1>",
+          "CodeSize": "<code-size>",
+          "Description": "",
+          "Environment": {
+            "Variables": {}
+          },
+          "EphemeralStorage": {
+            "Size": 512
+          },
+          "FunctionArn": "arn:<partition>:lambda:<region>:111111111111:function:<function-name:1>",
+          "FunctionName": "<function-name:1>",
+          "Handler": "lambda_handler_es6.handler",
+          "LastModified": "date",
+          "LoggingConfig": {
+            "LogFormat": "Text",
+            "LogGroup": "/aws/lambda/<function-name:1>"
+          },
+          "MemorySize": 128,
+          "PackageType": "Zip",
+          "RevisionId": "<uuid:1>",
+          "Role": "arn:<partition>:iam::111111111111:role/<resource:1>",
+          "Runtime": "nodejs24.x",
+          "RuntimeVersionConfig": {
+            "RuntimeVersionArn": "arn:<partition>:lambda:<region>::runtime:<resource:2>"
+          },
+          "SnapStart": {
+            "ApplyOn": "None",
+            "OptimizationStatus": "Off"
+          },
+          "State": "Pending",
+          "StateReason": "The function is being created.",
+          "StateReasonCode": "Creating",
+          "Timeout": 30,
+          "TracingConfig": {
+            "Mode": "PassThrough"
+          },
+          "Version": "$LATEST",
+          "ResponseMetadata": {
+            "HTTPHeaders": {},
+            "HTTPStatusCode": 201
+          }
+        }
+      },
+      "invocation-result": {
+        "ExecutedVersion": "$LATEST",
+        "Payload": {
+          "statusCode": 200,
+          "body": "\"response from localstack lambda: {\\\"event_type\\\":\\\"test_lambda\\\"}\""
+        },
+        "StatusCode": 200,
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/lambda_/test_lambda_runtimes.validation.json b/tests/aws/services/lambda_/test_lambda_runtimes.validation.json
index 9b174e1ab0d0e..00d98ca84e96f 100644
--- a/tests/aws/services/lambda_/test_lambda_runtimes.validation.json
+++ b/tests/aws/services/lambda_/test_lambda_runtimes.validation.json
@@ -1,260 +1,353 @@
 {
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestCloudwatchLogs::test_multi_line_prints": {
-    "last_validated_date": "2025-04-02T12:35:33+00:00"
+    "last_validated_date": "2025-11-24T20:27:04+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 9.15,
+      "teardown": 1.17,
+      "total": 10.32
+    }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestGoProvidedRuntimes::test_manual_endpoint_injection[provided.al2023]": {
-    "last_validated_date": "2024-11-26T09:46:59+00:00"
+    "last_validated_date": "2025-11-24T20:26:32+00:00",
+    "durations_in_seconds": {
+      "setup": 19.42,
+      "call": 19.23,
+      "teardown": 0.48,
+      "total": 39.13
+    }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestGoProvidedRuntimes::test_manual_endpoint_injection[provided.al2]": {
-    "last_validated_date": "2024-11-26T09:47:11+00:00"
+    "last_validated_date": "2025-11-24T20:26:54+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 21.74,
+      "teardown": 0.48,
+      "total": 22.22
+    }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestGoProvidedRuntimes::test_uncaught_exception_invoke[provided.al2023]": {
-    "last_validated_date": "2024-11-26T09:46:26+00:00"
+    "last_validated_date": "2025-11-24T20:25:43+00:00",
+    "durations_in_seconds": {
+      "setup": 38.82,
+      "call": 14.53,
+      "teardown": 0.27,
+      "total": 53.62
+    }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestGoProvidedRuntimes::test_uncaught_exception_invoke[provided.al2]": {
-    "last_validated_date": "2024-11-26T09:46:31+00:00"
+    "last_validated_date": "2025-11-24T20:25:53+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 9.56,
+      "teardown": 0.33,
+      "total": 9.89
+    }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestJavaRuntimes::test_java_custom_handler_method_specification[cloud.localstack.sample.LambdaHandlerWithInterfaceAndCustom-INTERFACE]": {
-    "last_validated_date": "2024-11-26T09:44:39+00:00"
+    "last_validated_date": "2025-11-24T20:23:20+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.12,
+      "teardown": 0.5,
+      "total": 12.62
+    }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestJavaRuntimes::test_java_custom_handler_method_specification[cloud.localstack.sample.LambdaHandlerWithInterfaceAndCustom::handleRequest-INTERFACE]": {
-    "last_validated_date": "2024-11-26T09:44:50+00:00"
+    "last_validated_date": "2025-11-24T20:23:31+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 10.37,
+      "teardown": 0.58,
+      "total": 10.95
+    }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestJavaRuntimes::test_java_custom_handler_method_specification[cloud.localstack.sample.LambdaHandlerWithInterfaceAndCustom::handleRequestCustom-CUSTOM]": {
-    "last_validated_date": "2024-11-26T09:44:29+00:00"
+    "last_validated_date": "2025-11-24T20:23:08+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 5.56,
+      "teardown": 0.44,
+      "total": 6.0
+    }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestJavaRuntimes::test_java_lambda_subscribe_sns_topic": {
-    "last_validated_date": "2024-11-26T09:45:21+00:00"
+    "last_validated_date": "2025-11-24T20:24:09+00:00",
+    "durations_in_seconds": {
+      "setup": 0.5,
+      "call": 35.05,
+      "teardown": 1.71,
+      "total": 37.26
+    }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestJavaRuntimes::test_java_runtime_with_lib": {
-    "last_validated_date": "2024-11-26T09:43:07+00:00"
+    "last_validated_date": "2025-11-24T20:20:51+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 15.98,
+      "teardown": 1.7,
+      "total": 17.68
+    }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestJavaRuntimes::test_serializable_input_object[java11]": {
-    "last_validated_date": "2025-11-06T12:23:43+00:00",
+    "last_validated_date": "2025-11-24T20:22:48+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 10.14,
-      "teardown": 0.36,
-      "total": 10.5
+      "call": 12.02,
+      "teardown": 0.66,
+      "total": 12.68
     }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestJavaRuntimes::test_serializable_input_object[java17]": {
-    "last_validated_date": "2025-11-06T12:23:32+00:00",
+    "last_validated_date": "2025-11-24T20:22:36+00:00",
     "durations_in_seconds": {
-      "setup": 0.01,
-      "call": 10.69,
-      "teardown": 0.38,
-      "total": 11.08
+      "setup": 0.0,
+      "call": 11.6,
+      "teardown": 0.69,
+      "total": 12.29
     }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestJavaRuntimes::test_serializable_input_object[java21]": {
-    "last_validated_date": "2025-11-06T12:23:21+00:00",
+    "last_validated_date": "2025-11-24T20:22:23+00:00",
     "durations_in_seconds": {
-      "setup": 0.01,
-      "call": 10.05,
-      "teardown": 0.35,
-      "total": 10.41
+      "setup": 0.0,
+      "call": 19.58,
+      "teardown": 0.68,
+      "total": 20.26
     }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestJavaRuntimes::test_serializable_input_object[java25]": {
-    "last_validated_date": "2025-11-06T12:23:11+00:00",
+    "last_validated_date": "2025-11-24T20:22:03+00:00",
     "durations_in_seconds": {
-      "setup": 12.53,
-      "call": 11.05,
-      "teardown": 0.36,
-      "total": 23.94
+      "setup": 0.92,
+      "call": 17.08,
+      "teardown": 36.42,
+      "total": 54.42
     }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestJavaRuntimes::test_serializable_input_object[java8.al2]": {
-    "last_validated_date": "2025-11-06T12:23:55+00:00",
+    "last_validated_date": "2025-11-24T20:23:02+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 10.66,
-      "teardown": 1.41,
-      "total": 12.07
+      "call": 12.73,
+      "teardown": 0.69,
+      "total": 13.42
     }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestJavaRuntimes::test_stream_handler[java11]": {
-    "last_validated_date": "2025-11-06T12:22:38+00:00",
+    "last_validated_date": "2025-11-24T20:21:05+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 2.59,
-      "teardown": 0.37,
-      "total": 2.96
+      "call": 2.94,
+      "teardown": 0.43,
+      "total": 3.37
     }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestJavaRuntimes::test_stream_handler[java17]": {
-    "last_validated_date": "2025-11-06T12:22:35+00:00",
+    "last_validated_date": "2025-11-24T20:21:02+00:00",
     "durations_in_seconds": {
-      "setup": 0.01,
-      "call": 2.54,
-      "teardown": 0.35,
-      "total": 2.9
+      "setup": 0.0,
+      "call": 2.95,
+      "teardown": 0.42,
+      "total": 3.37
     }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestJavaRuntimes::test_stream_handler[java21]": {
-    "last_validated_date": "2025-11-06T12:22:33+00:00",
+    "last_validated_date": "2025-11-24T20:20:58+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 2.4,
-      "teardown": 0.4,
-      "total": 2.8
+      "call": 3.03,
+      "teardown": 0.44,
+      "total": 3.47
     }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestJavaRuntimes::test_stream_handler[java25]": {
-    "last_validated_date": "2025-11-06T12:22:30+00:00",
+    "last_validated_date": "2025-11-24T20:20:55+00:00",
     "durations_in_seconds": {
-      "setup": 12.45,
-      "call": 2.86,
-      "teardown": 0.35,
-      "total": 15.66
+      "setup": 0.35,
+      "call": 3.38,
+      "teardown": 0.44,
+      "total": 4.17
     }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestJavaRuntimes::test_stream_handler[java8.al2]": {
-    "last_validated_date": "2025-11-06T12:22:42+00:00",
+    "last_validated_date": "2025-11-24T20:21:09+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 2.56,
-      "teardown": 1.09,
-      "total": 3.65
+      "call": 3.37,
+      "teardown": 0.41,
+      "total": 3.78
     }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestNodeJSRuntimes::test_invoke_nodejs_es6_lambda[nodejs16.x]": {
-    "last_validated_date": "2024-11-26T09:42:54+00:00"
+    "last_validated_date": "2025-11-24T20:20:33+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 9.87,
+      "teardown": 0.41,
+      "total": 10.28
+    }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestNodeJSRuntimes::test_invoke_nodejs_es6_lambda[nodejs18.x]": {
-    "last_validated_date": "2024-11-26T09:42:44+00:00"
+    "last_validated_date": "2025-11-24T20:20:23+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 10.01,
+      "teardown": 0.43,
+      "total": 10.44
+    }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestNodeJSRuntimes::test_invoke_nodejs_es6_lambda[nodejs20.x]": {
-    "last_validated_date": "2024-11-26T09:42:35+00:00"
+    "last_validated_date": "2025-11-24T20:20:12+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 13.73,
+      "teardown": 0.49,
+      "total": 14.22
+    }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestNodeJSRuntimes::test_invoke_nodejs_es6_lambda[nodejs22.x]": {
-    "last_validated_date": "2024-11-26T09:42:29+00:00"
+    "last_validated_date": "2025-11-24T20:19:58+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 16.32,
+      "teardown": 0.44,
+      "total": 16.76
+    }
+  },
+  "tests/aws/services/lambda_/test_lambda_runtimes.py::TestNodeJSRuntimes::test_invoke_nodejs_es6_lambda[nodejs24.x]": {
+    "last_validated_date": "2025-11-24T20:19:41+00:00",
+    "durations_in_seconds": {
+      "setup": 11.21,
+      "call": 10.4,
+      "teardown": 0.48,
+      "total": 22.09
+    }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_handler_in_submodule[python3.10]": {
-    "last_validated_date": "2025-11-06T12:20:18+00:00",
+    "last_validated_date": "2025-11-24T20:24:24+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 2.3,
-      "teardown": 0.32,
-      "total": 2.62
+      "call": 2.4,
+      "teardown": 0.37,
+      "total": 2.77
     }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_handler_in_submodule[python3.11]": {
-    "last_validated_date": "2025-11-06T12:20:16+00:00",
+    "last_validated_date": "2025-11-24T20:24:21+00:00",
     "durations_in_seconds": {
-      "setup": 0.01,
-      "call": 2.44,
-      "teardown": 0.39,
-      "total": 2.84
+      "setup": 0.0,
+      "call": 2.53,
+      "teardown": 0.44,
+      "total": 2.97
     }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_handler_in_submodule[python3.12]": {
-    "last_validated_date": "2025-11-06T12:20:13+00:00",
+    "last_validated_date": "2025-11-24T20:24:18+00:00",
     "durations_in_seconds": {
-      "setup": 0.01,
-      "call": 2.19,
-      "teardown": 0.38,
-      "total": 2.58
+      "setup": 0.0,
+      "call": 2.4,
+      "teardown": 0.37,
+      "total": 2.77
     }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_handler_in_submodule[python3.13]": {
-    "last_validated_date": "2025-11-06T12:20:10+00:00",
+    "last_validated_date": "2025-11-24T20:24:15+00:00",
     "durations_in_seconds": {
-      "setup": 0.01,
-      "call": 2.24,
-      "teardown": 0.35,
-      "total": 2.6
+      "setup": 0.0,
+      "call": 2.53,
+      "teardown": 0.43,
+      "total": 2.96
     }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_handler_in_submodule[python3.14]": {
-    "last_validated_date": "2025-11-06T12:20:08+00:00",
+    "last_validated_date": "2025-11-24T20:24:12+00:00",
     "durations_in_seconds": {
-      "setup": 11.97,
-      "call": 2.45,
-      "teardown": 0.38,
-      "total": 14.8
+      "setup": 0.0,
+      "call": 2.92,
+      "teardown": 0.43,
+      "total": 3.35
     }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_handler_in_submodule[python3.8]": {
-    "last_validated_date": "2025-11-06T12:20:24+00:00",
+    "last_validated_date": "2025-11-24T20:24:30+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 2.2,
-      "teardown": 0.4,
-      "total": 2.6
+      "call": 2.44,
+      "teardown": 0.52,
+      "total": 2.96
     }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_handler_in_submodule[python3.9]": {
-    "last_validated_date": "2025-11-06T12:20:21+00:00",
+    "last_validated_date": "2025-11-24T20:24:27+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 2.16,
-      "teardown": 0.34,
-      "total": 2.5
+      "call": 2.61,
+      "teardown": 0.45,
+      "total": 3.06
     }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_python_runtime_correct_versions[python3.10]": {
-    "last_validated_date": "2025-11-06T12:20:36+00:00",
+    "last_validated_date": "2025-11-24T20:24:43+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 2.03,
-      "teardown": 0.37,
-      "total": 2.4
+      "call": 2.34,
+      "teardown": 0.51,
+      "total": 2.85
     }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_python_runtime_correct_versions[python3.11]": {
-    "last_validated_date": "2025-11-06T12:20:33+00:00",
+    "last_validated_date": "2025-11-24T20:24:41+00:00",
     "durations_in_seconds": {
-      "setup": 0.01,
-      "call": 1.97,
-      "teardown": 0.53,
-      "total": 2.51
+      "setup": 0.0,
+      "call": 2.28,
+      "teardown": 0.47,
+      "total": 2.75
     }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_python_runtime_correct_versions[python3.12]": {
-    "last_validated_date": "2025-11-06T12:20:31+00:00",
+    "last_validated_date": "2025-11-24T20:24:38+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 1.97,
-      "teardown": 0.37,
-      "total": 2.34
+      "call": 2.31,
+      "teardown": 0.38,
+      "total": 2.69
     }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_python_runtime_correct_versions[python3.13]": {
-    "last_validated_date": "2025-11-06T12:20:28+00:00",
+    "last_validated_date": "2025-11-24T20:24:35+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 2.04,
-      "teardown": 0.35,
-      "total": 2.39
+      "call": 2.28,
+      "teardown": 0.45,
+      "total": 2.73
     }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_python_runtime_correct_versions[python3.14]": {
-    "last_validated_date": "2025-11-06T12:20:26+00:00",
+    "last_validated_date": "2025-11-24T20:24:32+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 2.08,
-      "teardown": 0.26,
-      "total": 2.34
+      "call": 2.31,
+      "teardown": 0.48,
+      "total": 2.79
     }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_python_runtime_correct_versions[python3.8]": {
-    "last_validated_date": "2025-11-06T12:20:41+00:00",
+    "last_validated_date": "2025-11-24T20:24:49+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 2.08,
-      "teardown": 1.03,
-      "total": 3.11
+      "call": 2.42,
+      "teardown": 0.52,
+      "total": 2.94
     }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_python_runtime_correct_versions[python3.9]": {
-    "last_validated_date": "2025-11-06T12:20:38+00:00",
+    "last_validated_date": "2025-11-24T20:24:46+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 2.07,
-      "teardown": 0.37,
-      "total": 2.44
+      "call": 2.4,
+      "teardown": 0.44,
+      "total": 2.84
     }
   }
 }

From a261f4a897fb9ccf85366f92ca8452408db1946a Mon Sep 17 00:00:00 2001
From: Connor Brady <52251127+rexchoppers@users.noreply.github.com>
Date: Tue, 25 Nov 2025 15:57:58 +0000
Subject: [PATCH 403/697] fix(lambda): updated error messages for deployment
 artifacts (#13417)

---
 localstack-core/localstack/services/lambda_/provider.py | 8 +++++---
 1 file changed, 5 insertions(+), 3 deletions(-)

diff --git a/localstack-core/localstack/services/lambda_/provider.py b/localstack-core/localstack/services/lambda_/provider.py
index cf81fa078dc4f..587c4192e2310 100644
--- a/localstack-core/localstack/services/lambda_/provider.py
+++ b/localstack-core/localstack/services/lambda_/provider.py
@@ -942,11 +942,13 @@ def create_function(
                         account_id=context_account_id,
                     )
                 else:
-                    raise LambdaServiceException("Gotta have s3 bucket or zip file")
+                    raise LambdaServiceException("A ZIP file or S3 bucket is required")
             elif package_type == PackageType.Image:
                 image = request_code.get("ImageUri")
                 if not image:
-                    raise LambdaServiceException("Gotta have an image when package type is image")
+                    raise LambdaServiceException(
+                        "An image is required when the package type is set to 'image'"
+                    )
                 image = create_image_code(image_uri=image)
 
                 image_config_req = request.get("ImageConfig", {})
@@ -1328,7 +1330,7 @@ def update_function_code(
             code = None
             image = create_image_code(image_uri=image)
         else:
-            raise LambdaServiceException("Gotta have s3 bucket or zip file or image")
+            raise LambdaServiceException("A ZIP file, S3 bucket, or image is required")
 
         old_function_version = function.versions.get("$LATEST")
         replace_kwargs = {"code": code} if code else {"image": image}

From c7b8c385b5ef6ae93b65fd5484056b67011e7517 Mon Sep 17 00:00:00 2001
From: "localstack[bot]" <localstack-bot@users.noreply.github.com>
Date: Wed, 26 Nov 2025 09:12:20 +0000
Subject: [PATCH 404/697] release version 4.11.0


From 60cd89f7a820292ec16f647880292956eaac6226 Mon Sep 17 00:00:00 2001
From: "localstack[bot]" <localstack-bot@users.noreply.github.com>
Date: Wed, 26 Nov 2025 09:14:03 +0000
Subject: [PATCH 405/697] prepare next development iteration


From 01a3da55666d362af6ac40cc975adb1f34711d51 Mon Sep 17 00:00:00 2001
From: Alex Rashed <2796604+alexrashed@users.noreply.github.com>
Date: Wed, 26 Nov 2025 11:49:09 +0100
Subject: [PATCH 406/697] fix minimum click version for used CLI features
 (#13420)

---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 53af0ddc34e20..b2c048a5f366b 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -13,7 +13,7 @@ license = "Apache-2.0"
 requires-python = ">=3.10"
 dependencies = [
     "asn1crypto>=1.5.1",
-    "click>=7.1",
+    "click>=8.2.0",
     "cachetools>=5.0",
     "cryptography",
     "dill==0.3.6",

From 0fea05901bd6b75f4f806a18f0784c11c41eb53e Mon Sep 17 00:00:00 2001
From: "localstack[bot]" <localstack-bot@users.noreply.github.com>
Date: Wed, 26 Nov 2025 11:03:32 +0000
Subject: [PATCH 407/697] release version 4.11.1


From 74d05d08b9680275563f7e3679c41ab1724c8677 Mon Sep 17 00:00:00 2001
From: "localstack[bot]" <localstack-bot@users.noreply.github.com>
Date: Wed, 26 Nov 2025 11:06:10 +0000
Subject: [PATCH 408/697] prepare next development iteration


From 12934dbf643aed03ecf2b2cc135cbd4de0390134 Mon Sep 17 00:00:00 2001
From: Brian Rinaldi <brian.rinaldi@gmail.com>
Date: Wed, 26 Nov 2025 08:20:08 -0500
Subject: [PATCH 409/697] Update banner on README.md (#13421)

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 7bbefca9a735f..dd91b67e3a70c 100644
--- a/README.md
+++ b/README.md
@@ -1,5 +1,5 @@
 <p align="center">
-:zap: We are thrilled to announce the release of <a href="https://blog.localstack.cloud/localstack-for-aws-release-v-4-10-0/">LocalStack 4.10</a> :zap:
+:zap: We are thrilled to announce the release of <a href="https://blog.localstack.cloud/localstack-for-aws-release-v-4-11-0/">LocalStack 4.11</a> :zap:
 </p>
 
 <p align="center">

From 9e9f65f74a70ebb9501be43be6e88c946cd5d5d1 Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Thu, 27 Nov 2025 17:19:27 +0100
Subject: [PATCH 410/697] S3: fix change in behavior in
 CreateBucketConfiguration (#13427)

---
 .../localstack/services/s3/provider.py        | 14 +++-----
 tests/aws/services/s3/test_s3.py              | 35 ++++++++++++-------
 tests/aws/services/s3/test_s3.snapshot.json   | 19 ++++++----
 tests/aws/services/s3/test_s3.validation.json |  8 ++++-
 4 files changed, 46 insertions(+), 30 deletions(-)

diff --git a/localstack-core/localstack/services/s3/provider.py b/localstack-core/localstack/services/s3/provider.py
index 12cc6aa95c7b8..7e02b1b9e7c36 100644
--- a/localstack-core/localstack/services/s3/provider.py
+++ b/localstack-core/localstack/services/s3/provider.py
@@ -492,16 +492,10 @@ def create_bucket(
         if not is_bucket_name_valid(bucket_name):
             raise InvalidBucketName("The specified bucket is not valid.", BucketName=bucket_name)
 
-        # the XML parser returns an empty dict if the body contains the following:
-        # <CreateBucketConfiguration xmlns="http://s3.amazonaws.com/doc/2006-03-01/" />
-        # but it also returns an empty dict if the body is fully empty. We need to differentiate the 2 cases by checking
-        # if the body is empty or not
-        if context.request.data and (
-            (create_bucket_configuration := request.get("CreateBucketConfiguration")) is not None
-        ):
-            if not (bucket_region := create_bucket_configuration.get("LocationConstraint")):
-                raise MalformedXML()
-
+        # TODO: support `Tags` in `CreateBucketConfiguration`
+        create_bucket_configuration = request.get("CreateBucketConfiguration") or {}
+        bucket_region = create_bucket_configuration.get("LocationConstraint")
+        if bucket_region:
             if context.region == AWS_REGION_US_EAST_1:
                 if bucket_region in ("us-east-1", "aws-global"):
                     raise InvalidLocationConstraint(
diff --git a/tests/aws/services/s3/test_s3.py b/tests/aws/services/s3/test_s3.py
index af501d08fc31b..d75c538b1a474 100644
--- a/tests/aws/services/s3/test_s3.py
+++ b/tests/aws/services/s3/test_s3.py
@@ -2639,6 +2639,14 @@ def test_different_location_constraint(
         region_us_east_2 = "us-east-2"
         region_us_west_1 = "us-west-1"
 
+        client_us_east_1 = aws_client_factory(
+            region_name=AWS_REGION_US_EAST_1, config=Config(parameter_validation=False)
+        ).s3
+        client_us_east_2 = aws_client_factory(
+            region_name=region_us_east_2, config=Config(parameter_validation=False)
+        ).s3
+        client_us_west_1 = aws_client_factory(region_name=region_us_west_1).s3
+
         snapshot.add_transformer(snapshot.transform.s3_api())
         snapshot.add_transformers_list(
             [
@@ -2652,9 +2660,6 @@ def test_different_location_constraint(
             ]
         )
         bucket_us_east_1 = f"bucket-{short_uid()}"
-        client_us_east_1 = aws_client_factory(
-            region_name=AWS_REGION_US_EAST_1, config=Config(parameter_validation=False)
-        ).s3
         s3_create_bucket_with_client(
             client_us_east_1,
             Bucket=bucket_us_east_1,
@@ -2670,15 +2675,13 @@ def test_different_location_constraint(
             )
         snapshot.match("create-bucket-constraint-us-east-1", exc.value.response)
 
-        # assert creation fails with location constraint with the region unset
-        with pytest.raises(ClientError) as exc:
-            client_us_east_1.create_bucket(
-                Bucket=f"bucket-{short_uid()}",
-                CreateBucketConfiguration={"LocationConstraint": None},
-            )
-        snapshot.match("create-bucket-constraint-us-east-1-with-None", exc.value.response)
+        create_bucket_no_location = s3_create_bucket_with_client(
+            client_us_east_1,
+            Bucket=f"bucket-{short_uid()}",
+            CreateBucketConfiguration={"LocationConstraint": None},
+        )
+        snapshot.match("create-bucket-constraint-us-east-1-with-None", create_bucket_no_location)
 
-        client_us_east_2 = aws_client_factory(region_name=region_us_east_2).s3
         bucket_us_east_2 = f"bucket-{short_uid()}"
         s3_create_bucket_with_client(
             client_us_east_2,
@@ -2693,6 +2696,14 @@ def test_different_location_constraint(
             client_us_east_2.create_bucket(Bucket=f"bucket-{short_uid()}")
         snapshot.match("create-bucket-us-east-2-no-constraint-exc", exc.value.response)
 
+        # assert creation fails without location constraint for us-east-2 region
+        with pytest.raises(ClientError) as exc:
+            client_us_east_2.create_bucket(
+                Bucket=f"bucket-{short_uid()}",
+                CreateBucketConfiguration={"LocationConstraint": None},
+            )
+        snapshot.match("create-bucket-constraint-us-east-2-with-None", exc.value.response)
+
         # assert creation fails with wrong location constraint from us-east-2 region to us-west-1 region
         with pytest.raises(ClientError) as exc:
             client_us_east_2.create_bucket(
@@ -2701,8 +2712,6 @@ def test_different_location_constraint(
             )
         snapshot.match("create-bucket-us-east-2-constraint-to-us-west-1", exc.value.response)
 
-        client_us_west_1 = aws_client_factory(region_name=region_us_west_1).s3
-
         with pytest.raises(ClientError) as exc:
             client_us_west_1.create_bucket(
                 Bucket=f"bucket-{short_uid()}",
diff --git a/tests/aws/services/s3/test_s3.snapshot.json b/tests/aws/services/s3/test_s3.snapshot.json
index c967cc26fd1f7..bb14503577b98 100644
--- a/tests/aws/services/s3/test_s3.snapshot.json
+++ b/tests/aws/services/s3/test_s3.snapshot.json
@@ -1137,7 +1137,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_different_location_constraint": {
-    "recorded-date": "21-01-2025, 18:30:47",
+    "recorded-date": "27-11-2025, 10:52:05",
     "recorded-content": {
       "get-bucket-location-bucket-us-east-1": {
         "LocationConstraint": null,
@@ -1158,13 +1158,10 @@
         }
       },
       "create-bucket-constraint-us-east-1-with-None": {
-        "Error": {
-          "Code": "MalformedXML",
-          "Message": "The XML you provided was not well-formed or did not validate against our published schema"
-        },
+        "Location": "<location>",
         "ResponseMetadata": {
           "HTTPHeaders": {},
-          "HTTPStatusCode": 400
+          "HTTPStatusCode": 200
         }
       },
       "get-bucket-location-bucket-us-east-2": {
@@ -1184,6 +1181,16 @@
           "HTTPStatusCode": 400
         }
       },
+      "create-bucket-constraint-us-east-2-with-None": {
+        "Error": {
+          "Code": "IllegalLocationConstraintException",
+          "Message": "The unspecified location constraint is incompatible for the region specific endpoint this request was sent to."
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
       "create-bucket-us-east-2-constraint-to-us-west-1": {
         "Error": {
           "Code": "IllegalLocationConstraintException",
diff --git a/tests/aws/services/s3/test_s3.validation.json b/tests/aws/services/s3/test_s3.validation.json
index c3f25253c61d4..6e98afb9d9248 100644
--- a/tests/aws/services/s3/test_s3.validation.json
+++ b/tests/aws/services/s3/test_s3.validation.json
@@ -96,7 +96,13 @@
     "last_validated_date": "2025-01-21T18:31:37+00:00"
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_different_location_constraint": {
-    "last_validated_date": "2025-01-21T18:30:47+00:00"
+    "last_validated_date": "2025-11-27T10:52:08+00:00",
+    "durations_in_seconds": {
+      "setup": 0.47,
+      "call": 5.59,
+      "teardown": 3.04,
+      "total": 9.1
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_download_fileobj_multiple_range_requests": {
     "last_validated_date": "2025-01-21T18:31:23+00:00"

From c5aa22c31515c30d3d8c0bd438c1d312ea1ea6ce Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Fri, 28 Nov 2025 14:08:07 +0100
Subject: [PATCH 411/697] S3: add support for `Tags` in `CreateBucket` (#13428)

---
 .../localstack/services/s3/provider.py        |  15 +-
 .../localstack/services/s3/utils.py           |  21 +-
 tests/aws/services/s3/test_s3_api.py          | 264 ++++++++++++++++-
 .../aws/services/s3/test_s3_api.snapshot.json | 267 +++++++++++++++++-
 .../services/s3/test_s3_api.validation.json   | 120 ++++++--
 5 files changed, 637 insertions(+), 50 deletions(-)

diff --git a/localstack-core/localstack/services/s3/provider.py b/localstack-core/localstack/services/s3/provider.py
index 7e02b1b9e7c36..e3466db1a112f 100644
--- a/localstack-core/localstack/services/s3/provider.py
+++ b/localstack-core/localstack/services/s3/provider.py
@@ -492,9 +492,11 @@ def create_bucket(
         if not is_bucket_name_valid(bucket_name):
             raise InvalidBucketName("The specified bucket is not valid.", BucketName=bucket_name)
 
-        # TODO: support `Tags` in `CreateBucketConfiguration`
         create_bucket_configuration = request.get("CreateBucketConfiguration") or {}
         bucket_region = create_bucket_configuration.get("LocationConstraint")
+        bucket_tags = create_bucket_configuration.get("Tags")
+        if bucket_tags:
+            validate_tag_set(bucket_tags, type_set="create-bucket")
         if bucket_region:
             if context.region == AWS_REGION_US_EAST_1:
                 if bucket_region in ("us-east-1", "aws-global"):
@@ -522,8 +524,9 @@ def create_bucket(
             if existing_bucket_owner != context.account_id:
                 raise BucketAlreadyExists()
 
-            # if the existing bucket has the same owner, the behaviour will depend on the region
-            if bucket_region != "us-east-1":
+            # if the existing bucket has the same owner, the behaviour will depend on the region and if the request has
+            # tags
+            if bucket_region != AWS_REGION_US_EAST_1 or bucket_tags:
                 raise BucketAlreadyOwnedByYou(
                     "Your previous request to create the named bucket succeeded and you already own it.",
                     BucketName=bucket_name,
@@ -542,6 +545,7 @@ def create_bucket(
         # see https://docs.aws.amazon.com/AmazonS3/latest/API/API_Owner.html
         owner = get_owner_for_account_id(context.account_id)
         acl = get_access_control_policy_for_new_resource_request(request, owner=owner)
+
         s3_bucket = S3Bucket(
             name=bucket_name,
             account_id=context.account_id,
@@ -554,6 +558,11 @@ def create_bucket(
 
         store.buckets[bucket_name] = s3_bucket
         store.global_bucket_map[bucket_name] = s3_bucket.bucket_account_id
+        if bucket_tags:
+            store.TAGS.tag_resource(
+                arn=s3_bucket.bucket_arn,
+                tags=bucket_tags,
+            )
         self._cors_handler.invalidate_cache()
         self._storage_backend.create_bucket(bucket_name)
 
diff --git a/localstack-core/localstack/services/s3/utils.py b/localstack-core/localstack/services/s3/utils.py
index e96b9a3d5b513..3dab0bbe6a352 100644
--- a/localstack-core/localstack/services/s3/utils.py
+++ b/localstack-core/localstack/services/s3/utils.py
@@ -841,13 +841,20 @@ def parse_tagging_header(tagging_header: TaggingHeader) -> dict:
         )
 
 
-def validate_tag_set(tag_set: TagSet, type_set: Literal["bucket", "object"] = "bucket"):
+def validate_tag_set(
+    tag_set: TagSet, type_set: Literal["bucket", "object", "create-bucket"] = "bucket"
+):
     keys = set()
     for tag in tag_set:
         if set(tag) != {"Key", "Value"}:
             raise MalformedXML()
 
         key = tag["Key"]
+        value = tag["Value"]
+
+        if key is None or value is None:
+            raise MalformedXML()
+
         if key in keys:
             raise InvalidTag(
                 "Cannot provide multiple Tags with the same key",
@@ -857,11 +864,15 @@ def validate_tag_set(tag_set: TagSet, type_set: Literal["bucket", "object"] = "b
         if key.startswith("aws:"):
             if type_set == "bucket":
                 message = "System tags cannot be added/updated by requester"
-            else:
+            elif type_set == "object":
                 message = "Your TagKey cannot be prefixed with aws:"
+            else:
+                message = 'User-defined tag keys can\'t start with "aws:". This prefix is reserved for system tags. Remove "aws:" from your tag keys and try again.'
             raise InvalidTag(
                 message,
-                TagKey=key,
+                # weirdly, AWS does not return the `TagKey` field here, but it does if the TagKey does not match the
+                # regex in the next step
+                TagKey=key if type_set != "create-bucket" else None,
             )
 
         if not TAG_REGEX.match(key):
@@ -869,9 +880,9 @@ def validate_tag_set(tag_set: TagSet, type_set: Literal["bucket", "object"] = "b
                 "The TagKey you have provided is invalid",
                 TagKey=key,
             )
-        elif not TAG_REGEX.match(tag["Value"]):
+        elif not TAG_REGEX.match(value):
             raise InvalidTag(
-                "The TagValue you have provided is invalid", TagKey=key, TagValue=tag["Value"]
+                "The TagValue you have provided is invalid", TagKey=key, TagValue=value
             )
 
         keys.add(key)
diff --git a/tests/aws/services/s3/test_s3_api.py b/tests/aws/services/s3/test_s3_api.py
index b725660f8c2c4..d0f006cb75a20 100644
--- a/tests/aws/services/s3/test_s3_api.py
+++ b/tests/aws/services/s3/test_s3_api.py
@@ -9,6 +9,7 @@
 from botocore.config import Config
 from botocore.exceptions import ClientError
 from localstack_snapshot.snapshots.transformer import SortingTransformer
+from moto.wafv2.models import US_EAST_1_REGION
 
 from localstack.testing.pytest import markers
 from localstack.utils.strings import long_uid, short_uid
@@ -1449,6 +1450,128 @@ def test_bucket_tagging_crud(self, s3_bucket, aws_client, snapshot):
             aws_client.s3.get_bucket_tagging(Bucket=s3_bucket)
         e.match("NoSuchTagSet")
 
+    @markers.aws.validated
+    def test_create_bucket_with_tags(
+        self, s3_create_bucket_with_client, region_name, aws_client, snapshot
+    ):
+        snapshot.add_transformers_list(
+            [
+                snapshot.transform.key_value("BucketName"),
+                snapshot.transform.key_value("Location"),
+            ]
+        )
+        additional_config = {}
+        if region_name != US_EAST_1_REGION:
+            additional_config["LocationConstraint"] = region_name
+
+        bucket_name = f"test-bucket-tag-{short_uid()}"
+        create_bucket = s3_create_bucket_with_client(
+            aws_client.s3,
+            Bucket=bucket_name,
+            CreateBucketConfiguration={
+                "Tags": [{"Key": "tag1", "Value": "value1"}],
+                **additional_config,
+            },
+        )
+        snapshot.match("create-bucket-with-tags", create_bucket)
+
+        get_bucket_tags = aws_client.s3.get_bucket_tagging(Bucket=bucket_name)
+        snapshot.match("get-bucket-tags", get_bucket_tags)
+
+    @markers.aws.validated
+    def test_create_bucket_with_empty_tags(
+        self, s3_create_bucket_with_client, aws_client_factory, snapshot
+    ):
+        snapshot.add_transformers_list(
+            [
+                snapshot.transform.key_value("BucketName"),
+                snapshot.transform.key_value("Location"),
+            ]
+        )
+
+        s3_client = aws_client_factory(
+            region_name=US_EAST_1_REGION, config=Config(parameter_validation=False)
+        ).s3
+
+        bucket_name = f"test-bucket-tag-{short_uid()}"
+        create_bucket = s3_create_bucket_with_client(
+            s3_client,
+            Bucket=bucket_name,
+            CreateBucketConfiguration={"Tags": []},
+        )
+        snapshot.match("create-bucket-with-empty-tags", create_bucket)
+
+        with pytest.raises(ClientError) as e:
+            s3_client.get_bucket_tagging(Bucket=bucket_name)
+        snapshot.match("get-bucket-tags", e.value.response)
+
+        create_bucket_none = s3_create_bucket_with_client(
+            s3_client,
+            Bucket=bucket_name,
+            CreateBucketConfiguration={"Tags": None},
+        )
+        snapshot.match("create-bucket-with-none-tags", create_bucket_none)
+
+    @markers.aws.validated
+    def test_create_bucket_with_tags_us_east_1_idempotency(
+        self, s3_create_bucket_with_client, aws_client_factory, snapshot
+    ):
+        snapshot.add_transformers_list(
+            [
+                snapshot.transform.key_value("BucketName"),
+                snapshot.transform.key_value("Location"),
+            ]
+        )
+        us_east_1_s3_client = aws_client_factory(
+            region_name=US_EAST_1_REGION, config=Config(parameter_validation=False)
+        ).s3
+
+        bucket_name = f"test-bucket-tag-{short_uid()}"
+        create_bucket = s3_create_bucket_with_client(
+            us_east_1_s3_client,
+            Bucket=bucket_name,
+            CreateBucketConfiguration={"Tags": [{"Key": "tag1", "Value": "value1"}]},
+        )
+        snapshot.match("create-bucket-with-tags", create_bucket)
+
+        get_bucket_tags = us_east_1_s3_client.get_bucket_tagging(Bucket=bucket_name)
+        snapshot.match("get-bucket-tags", get_bucket_tags)
+
+        with pytest.raises(ClientError) as e:
+            s3_create_bucket_with_client(
+                us_east_1_s3_client,
+                Bucket=bucket_name,
+                CreateBucketConfiguration={"Tags": [{"Key": "tag2", "Value": "value2"}]},
+            )
+        snapshot.match("create-bucket-different-tags", e.value.response)
+
+        create_bucket = s3_create_bucket_with_client(
+            us_east_1_s3_client,
+            Bucket=bucket_name,
+        )
+        snapshot.match("create-bucket-with-no-tags", create_bucket)
+
+        get_bucket_tags = us_east_1_s3_client.get_bucket_tagging(Bucket=bucket_name)
+        snapshot.match("get-bucket-tags-after-re-create", get_bucket_tags)
+
+        with pytest.raises(ClientError) as e:
+            s3_create_bucket_with_client(
+                us_east_1_s3_client,
+                Bucket=bucket_name,
+                CreateBucketConfiguration={"Tags": [{"Key": "tag1", "Value": "value1"}]},
+            )
+        snapshot.match("create-bucket-with-same-tags", e.value.response)
+
+        create_bucket_empty_tags = s3_create_bucket_with_client(
+            us_east_1_s3_client,
+            Bucket=bucket_name,
+            CreateBucketConfiguration={"Tags": []},
+        )
+        snapshot.match("create-bucket-with-empty-tags", create_bucket_empty_tags)
+
+        get_bucket_tags = us_east_1_s3_client.get_bucket_tagging(Bucket=bucket_name)
+        snapshot.match("get-bucket-tags-after-create-empty", get_bucket_tags)
+
     @markers.aws.validated
     def test_bucket_tagging_exc(self, s3_bucket, aws_client, snapshot):
         snapshot.add_transformer(snapshot.transform.key_value("BucketName"))
@@ -1465,6 +1588,82 @@ def test_bucket_tagging_exc(self, s3_bucket, aws_client, snapshot):
             aws_client.s3.put_bucket_tagging(Bucket=fake_bucket, Tagging={"TagSet": []})
         snapshot.match("put-no-bucket-tags", e.value.response)
 
+    @markers.aws.validated
+    @markers.snapshot.skip_snapshot_verify(
+        paths=[
+            # FIXME: regenerate snapshot when AWS is not raising a 500 error anymore
+            "$.tags-key-aws-duplicated-key.*"
+        ]
+    )
+    def test_create_bucket_with_tags_exc(
+        self, s3_create_bucket_with_client, aws_client_factory, snapshot
+    ):
+        snapshot.add_transformers_list(
+            [
+                snapshot.transform.key_value("BucketName"),
+                snapshot.transform.key_value("Location"),
+            ]
+        )
+        s3_client = aws_client_factory(
+            region_name=US_EAST_1_REGION, config=Config(parameter_validation=False)
+        ).s3
+
+        bucket_name = f"test-bucket-tag-{short_uid()}"
+
+        with pytest.raises(ClientError) as e:
+            s3_create_bucket_with_client(
+                s3_client,
+                Bucket=bucket_name,
+                CreateBucketConfiguration={"Tags": [{"Key": None, "Value": "value1"}]},
+            )
+        snapshot.match("tags-key-none", e.value.response)
+
+        with pytest.raises(ClientError) as e:
+            s3_create_bucket_with_client(
+                s3_client,
+                Bucket=bucket_name,
+                CreateBucketConfiguration={"Tags": [{"Key": "key1", "Value": None}]},
+            )
+        snapshot.match("tags-value-none", e.value.response)
+
+        with pytest.raises(ClientError) as e:
+            s3_create_bucket_with_client(
+                s3_client,
+                Bucket=bucket_name,
+                CreateBucketConfiguration={"Tags": [{"Key": "aws:test", "Value": "value1"}]},
+            )
+        snapshot.match("tags-key-aws-prefix", e.value.response)
+
+        # FIXME: re-generate the snapshot later, AWS is returning a 500 error as of now (27 Nov 2025)
+        with pytest.raises(ClientError) as e:
+            s3_create_bucket_with_client(
+                s3_client,
+                Bucket=bucket_name,
+                CreateBucketConfiguration={
+                    "Tags": [
+                        {"Key": "key1", "Value": "value1"},
+                        {"Key": "key1", "Value": "value1"},
+                    ]
+                },
+            )
+        snapshot.match("tags-key-aws-duplicated-key", e.value.response)
+
+        with pytest.raises(ClientError) as e:
+            s3_create_bucket_with_client(
+                s3_client,
+                Bucket=bucket_name,
+                CreateBucketConfiguration={"Tags": [{"Key": "test", "Value": "value1,value2"}]},
+            )
+        snapshot.match("tags-key-aws-bad-value", e.value.response)
+
+        with pytest.raises(ClientError) as e:
+            s3_create_bucket_with_client(
+                s3_client,
+                Bucket=bucket_name,
+                CreateBucketConfiguration={"Tags": [{"Key": "test,test2", "Value": "value1"}]},
+            )
+        snapshot.match("tags-key-aws-bad-key", e.value.response)
+
     @markers.aws.validated
     def test_put_bucket_tagging_none_value(
         self, s3_bucket, aws_client_factory, snapshot, region_name
@@ -1698,6 +1897,12 @@ def test_object_tagging_versioned(self, s3_bucket, aws_client, snapshot):
         snapshot.match("delete-object-tags-delete-marker-latest", e.value.response)
 
     @markers.aws.validated
+    @markers.snapshot.skip_snapshot_verify(
+        paths=[
+            # TODO: support TagCount in HeadObject
+            "$.head-obj.TagCount",
+        ]
+    )
     def test_put_object_with_tags(self, s3_bucket, aws_client, snapshot):
         object_key = "test-put-object-tagging"
         # tagging must be a URL encoded string directly
@@ -1768,12 +1973,17 @@ def test_object_tags_delete_or_overwrite_object(self, s3_bucket, aws_client, sna
         snapshot.match("get-object-after-recreation", get_bucket_tags)
 
     @markers.aws.validated
-    def test_tagging_validation(self, s3_bucket, aws_client, snapshot):
+    def test_tagging_validation(
+        self, s3_bucket, aws_client, aws_client_factory, region_name, snapshot
+    ):
         object_key = "tagging-validation"
         aws_client.s3.put_object(Bucket=s3_bucket, Key=object_key, Body=b"")
+        s3_client = aws_client_factory(
+            region_name=region_name, config=Config(parameter_validation=False)
+        ).s3
 
         with pytest.raises(ClientError) as e:
-            aws_client.s3.put_bucket_tagging(
+            s3_client.put_bucket_tagging(
                 Bucket=s3_bucket,
                 Tagging={
                     "TagSet": [
@@ -1785,7 +1995,7 @@ def test_tagging_validation(self, s3_bucket, aws_client, snapshot):
         snapshot.match("put-bucket-tags-duplicate-keys", e.value.response)
 
         with pytest.raises(ClientError) as e:
-            aws_client.s3.put_bucket_tagging(
+            s3_client.put_bucket_tagging(
                 Bucket=s3_bucket,
                 Tagging={
                     "TagSet": [
@@ -1796,7 +2006,18 @@ def test_tagging_validation(self, s3_bucket, aws_client, snapshot):
         snapshot.match("put-bucket-tags-invalid-key", e.value.response)
 
         with pytest.raises(ClientError) as e:
-            aws_client.s3.put_bucket_tagging(
+            s3_client.put_bucket_tagging(
+                Bucket=s3_bucket,
+                Tagging={
+                    "TagSet": [
+                        {"Key": None, "Value": "Val1"},
+                    ]
+                },
+            )
+        snapshot.match("put-bucket-tags-none-key", e.value.response)
+
+        with pytest.raises(ClientError) as e:
+            s3_client.put_bucket_tagging(
                 Bucket=s3_bucket,
                 Tagging={
                     "TagSet": [
@@ -1807,7 +2028,18 @@ def test_tagging_validation(self, s3_bucket, aws_client, snapshot):
         snapshot.match("put-bucket-tags-invalid-value", e.value.response)
 
         with pytest.raises(ClientError) as e:
-            aws_client.s3.put_bucket_tagging(
+            s3_client.put_bucket_tagging(
+                Bucket=s3_bucket,
+                Tagging={
+                    "TagSet": [
+                        {"Key": "key1", "Value": None},
+                    ]
+                },
+            )
+        snapshot.match("put-bucket-tags-none-value", e.value.response)
+
+        with pytest.raises(ClientError) as e:
+            s3_client.put_bucket_tagging(
                 Bucket=s3_bucket,
                 Tagging={
                     "TagSet": [
@@ -1818,7 +2050,7 @@ def test_tagging_validation(self, s3_bucket, aws_client, snapshot):
         snapshot.match("put-bucket-tags-aws-prefixed", e.value.response)
 
         with pytest.raises(ClientError) as e:
-            aws_client.s3.put_object_tagging(
+            s3_client.put_object_tagging(
                 Bucket=s3_bucket,
                 Key=object_key,
                 Tagging={
@@ -1832,7 +2064,7 @@ def test_tagging_validation(self, s3_bucket, aws_client, snapshot):
         snapshot.match("put-object-tags-duplicate-keys", e.value.response)
 
         with pytest.raises(ClientError) as e:
-            aws_client.s3.put_object_tagging(
+            s3_client.put_object_tagging(
                 Bucket=s3_bucket,
                 Key=object_key,
                 Tagging={"TagSet": [{"Key": "Key1,Key2", "Value": "Val1"}]},
@@ -1841,13 +2073,29 @@ def test_tagging_validation(self, s3_bucket, aws_client, snapshot):
         snapshot.match("put-object-tags-invalid-field", e.value.response)
 
         with pytest.raises(ClientError) as e:
-            aws_client.s3.put_object_tagging(
+            s3_client.put_object_tagging(
                 Bucket=s3_bucket,
                 Key=object_key,
                 Tagging={"TagSet": [{"Key": "aws:prefixed", "Value": "Val1"}]},
             )
         snapshot.match("put-object-tags-aws-prefixed", e.value.response)
 
+        with pytest.raises(ClientError) as e:
+            s3_client.put_object_tagging(
+                Bucket=s3_bucket,
+                Key=object_key,
+                Tagging={"TagSet": [{"Key": None, "Value": "Val1"}]},
+            )
+        snapshot.match("put-object-tags-none-key", e.value.response)
+
+        with pytest.raises(ClientError) as e:
+            s3_client.put_object_tagging(
+                Bucket=s3_bucket,
+                Key=object_key,
+                Tagging={"TagSet": [{"Key": "key1", "Value": None}]},
+            )
+        snapshot.match("put-object-tags-none-value", e.value.response)
+
 
 class TestS3ObjectLock:
     @markers.aws.validated
diff --git a/tests/aws/services/s3/test_s3_api.snapshot.json b/tests/aws/services/s3/test_s3_api.snapshot.json
index 7dc56c026ef9e..d92cec2bdbb42 100644
--- a/tests/aws/services/s3/test_s3_api.snapshot.json
+++ b/tests/aws/services/s3/test_s3_api.snapshot.json
@@ -1679,7 +1679,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketObjectTagging::test_bucket_tagging_crud": {
-    "recorded-date": "21-01-2025, 18:11:06",
+    "recorded-date": "27-11-2025, 14:45:14",
     "recorded-content": {
       "get-bucket-tags-empty": {
         "Error": {
@@ -1747,7 +1747,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketObjectTagging::test_object_tagging_crud": {
-    "recorded-date": "21-01-2025, 18:11:10",
+    "recorded-date": "27-11-2025, 14:45:27",
     "recorded-content": {
       "put-object": {
         "ChecksumCRC32": "lpqTBg==",
@@ -1855,7 +1855,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketObjectTagging::test_put_object_with_tags": {
-    "recorded-date": "21-01-2025, 18:11:19",
+    "recorded-date": "27-11-2025, 14:45:39",
     "recorded-content": {
       "put-object": {
         "ChecksumCRC32": "lpqTBg==",
@@ -1913,6 +1913,7 @@
         "LastModified": "datetime",
         "Metadata": {},
         "ServerSideEncryption": "AES256",
+        "TagCount": 1,
         "ResponseMetadata": {
           "HTTPHeaders": {},
           "HTTPStatusCode": 200
@@ -1970,7 +1971,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketObjectTagging::test_bucket_tagging_exc": {
-    "recorded-date": "21-01-2025, 18:11:07",
+    "recorded-date": "27-11-2025, 14:45:22",
     "recorded-content": {
       "get-no-bucket-tags": {
         "Error": {
@@ -2008,7 +2009,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketObjectTagging::test_object_tagging_versioned": {
-    "recorded-date": "19-09-2025, 23:28:45",
+    "recorded-date": "27-11-2025, 14:45:36",
     "recorded-content": {
       "put-obj-0": {
         "ChecksumCRC32": "XCKz9A==",
@@ -2184,7 +2185,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketObjectTagging::test_object_tagging_exc": {
-    "recorded-date": "02-09-2025, 22:43:24",
+    "recorded-date": "27-11-2025, 14:45:30",
     "recorded-content": {
       "get-no-bucket-tags": {
         "Error": {
@@ -2279,7 +2280,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketObjectTagging::test_object_tags_delete_or_overwrite_object": {
-    "recorded-date": "21-01-2025, 18:11:22",
+    "recorded-date": "27-11-2025, 14:45:42",
     "recorded-content": {
       "get-object-after-creation": {
         "TagSet": [
@@ -2310,7 +2311,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketObjectTagging::test_tagging_validation": {
-    "recorded-date": "21-01-2025, 18:11:25",
+    "recorded-date": "27-11-2025, 15:16:36",
     "recorded-content": {
       "put-bucket-tags-duplicate-keys": {
         "Error": {
@@ -2334,6 +2335,16 @@
           "HTTPStatusCode": 400
         }
       },
+      "put-bucket-tags-none-key": {
+        "Error": {
+          "Code": "MalformedXML",
+          "Message": "The XML you provided was not well-formed or did not validate against our published schema"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
       "put-bucket-tags-invalid-value": {
         "Error": {
           "Code": "InvalidTag",
@@ -2346,6 +2357,16 @@
           "HTTPStatusCode": 400
         }
       },
+      "put-bucket-tags-none-value": {
+        "Error": {
+          "Code": "MalformedXML",
+          "Message": "The XML you provided was not well-formed or did not validate against our published schema"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
       "put-bucket-tags-aws-prefixed": {
         "Error": {
           "Code": "InvalidTag",
@@ -2389,6 +2410,26 @@
           "HTTPHeaders": {},
           "HTTPStatusCode": 400
         }
+      },
+      "put-object-tags-none-key": {
+        "Error": {
+          "Code": "MalformedXML",
+          "Message": "The XML you provided was not well-formed or did not validate against our published schema"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "put-object-tags-none-value": {
+        "Error": {
+          "Code": "MalformedXML",
+          "Message": "The XML you provided was not well-formed or did not validate against our published schema"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
       }
     }
   },
@@ -4761,7 +4802,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketObjectTagging::test_put_object_tagging_none_value": {
-    "recorded-date": "02-09-2025, 22:43:06",
+    "recorded-date": "27-11-2025, 14:45:32",
     "recorded-content": {
       "put-none-tag-set": {
         "ResponseMetadata": {
@@ -4779,7 +4820,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketObjectTagging::test_put_bucket_tagging_none_value": {
-    "recorded-date": "05-09-2025, 11:35:52",
+    "recorded-date": "27-11-2025, 14:45:24",
     "recorded-content": {
       "put-bucket-tags-origin": {
         "ResponseMetadata": {
@@ -5155,5 +5196,211 @@
         }
       }
     }
+  },
+  "tests/aws/services/s3/test_s3_api.py::TestS3BucketObjectTagging::test_create_bucket_with_tags": {
+    "recorded-date": "27-11-2025, 14:45:15",
+    "recorded-content": {
+      "create-bucket-with-tags": {
+        "Location": "<location:1>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "get-bucket-tags": {
+        "TagSet": [
+          {
+            "Key": "tag1",
+            "Value": "value1"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/s3/test_s3_api.py::TestS3BucketObjectTagging::test_create_bucket_with_tags_us_east_1_idempotency": {
+    "recorded-date": "27-11-2025, 14:45:19",
+    "recorded-content": {
+      "create-bucket-with-tags": {
+        "Location": "/<bucket-name:1>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "get-bucket-tags": {
+        "TagSet": [
+          {
+            "Key": "tag1",
+            "Value": "value1"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "create-bucket-different-tags": {
+        "Error": {
+          "BucketName": "<bucket-name:1>",
+          "Code": "BucketAlreadyOwnedByYou",
+          "Message": "Your previous request to create the named bucket succeeded and you already own it."
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 409
+        }
+      },
+      "create-bucket-with-no-tags": {
+        "Location": "/<bucket-name:1>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "get-bucket-tags-after-re-create": {
+        "TagSet": [
+          {
+            "Key": "tag1",
+            "Value": "value1"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "create-bucket-with-same-tags": {
+        "Error": {
+          "BucketName": "<bucket-name:1>",
+          "Code": "BucketAlreadyOwnedByYou",
+          "Message": "Your previous request to create the named bucket succeeded and you already own it."
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 409
+        }
+      },
+      "create-bucket-with-empty-tags": {
+        "Location": "/<bucket-name:1>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "get-bucket-tags-after-create-empty": {
+        "TagSet": [
+          {
+            "Key": "tag1",
+            "Value": "value1"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/s3/test_s3_api.py::TestS3BucketObjectTagging::test_create_bucket_with_tags_exc": {
+    "recorded-date": "27-11-2025, 15:19:32",
+    "recorded-content": {
+      "tags-key-none": {
+        "Error": {
+          "Code": "MalformedXML",
+          "Message": "The XML you provided was not well-formed or did not validate against our published schema"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "tags-value-none": {
+        "Error": {
+          "Code": "MalformedXML",
+          "Message": "The XML you provided was not well-formed or did not validate against our published schema"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "tags-key-aws-prefix": {
+        "Error": {
+          "Code": "InvalidTag",
+          "Message": "User-defined tag keys can't start with \"aws:\". This prefix is reserved for system tags. Remove \"aws:\" from your tag keys and try again."
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "tags-key-aws-duplicated-key": {
+        "Error": {
+          "Code": "InternalError",
+          "Message": "We encountered an internal error. Please try again."
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 500
+        }
+      },
+      "tags-key-aws-bad-value": {
+        "Error": {
+          "Code": "InvalidTag",
+          "Message": "The TagValue you have provided is invalid",
+          "TagKey": "test",
+          "TagValue": "value1,value2"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "tags-key-aws-bad-key": {
+        "Error": {
+          "Code": "InvalidTag",
+          "Message": "The TagKey you have provided is invalid",
+          "TagKey": "test,test2"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/s3/test_s3_api.py::TestS3BucketObjectTagging::test_create_bucket_with_empty_tags": {
+    "recorded-date": "27-11-2025, 14:45:17",
+    "recorded-content": {
+      "create-bucket-with-empty-tags": {
+        "Location": "/<bucket-name:1>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "get-bucket-tags": {
+        "Error": {
+          "BucketName": "<bucket-name:1>",
+          "Code": "NoSuchTagSet",
+          "Message": "The TagSet does not exist"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 404
+        }
+      },
+      "create-bucket-with-none-tags": {
+        "Location": "/<bucket-name:1>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/s3/test_s3_api.validation.json b/tests/aws/services/s3/test_s3_api.validation.json
index cf5f4f2c2788d..8a7bf4736abc5 100644
--- a/tests/aws/services/s3/test_s3_api.validation.json
+++ b/tests/aws/services/s3/test_s3_api.validation.json
@@ -51,58 +51,130 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketObjectTagging::test_bucket_tagging_crud": {
-    "last_validated_date": "2025-01-21T18:11:06+00:00"
+    "last_validated_date": "2025-11-27T14:45:14+00:00",
+    "durations_in_seconds": {
+      "setup": 1.02,
+      "call": 1.53,
+      "teardown": 0.6,
+      "total": 3.15
+    }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketObjectTagging::test_bucket_tagging_exc": {
-    "last_validated_date": "2025-06-12T23:32:16+00:00"
+    "last_validated_date": "2025-11-27T14:45:22+00:00",
+    "durations_in_seconds": {
+      "setup": 0.52,
+      "call": 0.56,
+      "teardown": 0.62,
+      "total": 1.7
+    }
+  },
+  "tests/aws/services/s3/test_s3_api.py::TestS3BucketObjectTagging::test_create_bucket_with_empty_tags": {
+    "last_validated_date": "2025-11-27T14:45:18+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.84,
+      "teardown": 1.05,
+      "total": 1.89
+    }
+  },
+  "tests/aws/services/s3/test_s3_api.py::TestS3BucketObjectTagging::test_create_bucket_with_tags": {
+    "last_validated_date": "2025-11-27T14:45:16+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.79,
+      "teardown": 0.61,
+      "total": 1.4
+    }
+  },
+  "tests/aws/services/s3/test_s3_api.py::TestS3BucketObjectTagging::test_create_bucket_with_tags_exc": {
+    "last_validated_date": "2025-11-27T15:19:32+00:00",
+    "durations_in_seconds": {
+      "setup": 0.48,
+      "call": 6.63,
+      "teardown": 0.0,
+      "total": 7.11
+    }
+  },
+  "tests/aws/services/s3/test_s3_api.py::TestS3BucketObjectTagging::test_create_bucket_with_tags_us_east_1_idempotency": {
+    "last_validated_date": "2025-11-27T14:45:20+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 1.64,
+      "teardown": 1.24,
+      "total": 2.88
+    }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketObjectTagging::test_object_tagging_crud": {
-    "last_validated_date": "2025-01-21T18:11:10+00:00"
+    "last_validated_date": "2025-11-27T14:45:28+00:00",
+    "durations_in_seconds": {
+      "setup": 0.53,
+      "call": 1.61,
+      "teardown": 1.03,
+      "total": 3.17
+    }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketObjectTagging::test_object_tagging_exc": {
-    "last_validated_date": "2025-09-02T22:43:25+00:00",
+    "last_validated_date": "2025-11-27T14:45:31+00:00",
     "durations_in_seconds": {
-      "setup": 1.07,
+      "setup": 0.54,
       "call": 1.36,
-      "teardown": 0.87,
-      "total": 3.3
+      "teardown": 0.85,
+      "total": 2.75
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketObjectTagging::test_object_tagging_versioned": {
-    "last_validated_date": "2025-09-19T23:28:46+00:00",
+    "last_validated_date": "2025-11-27T14:45:37+00:00",
     "durations_in_seconds": {
-      "setup": 1.08,
-      "call": 2.55,
+      "setup": 0.53,
+      "call": 2.53,
       "teardown": 1.07,
-      "total": 4.7
+      "total": 4.13
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketObjectTagging::test_object_tags_delete_or_overwrite_object": {
-    "last_validated_date": "2025-01-21T18:11:22+00:00"
+    "last_validated_date": "2025-11-27T14:45:43+00:00",
+    "durations_in_seconds": {
+      "setup": 0.54,
+      "call": 1.27,
+      "teardown": 1.03,
+      "total": 2.84
+    }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketObjectTagging::test_put_bucket_tagging_none_value": {
-    "last_validated_date": "2025-09-05T11:35:52+00:00",
+    "last_validated_date": "2025-11-27T14:45:25+00:00",
     "durations_in_seconds": {
-      "setup": 0.96,
-      "call": 0.77,
-      "teardown": 0.56,
-      "total": 2.29
+      "setup": 0.66,
+      "call": 0.85,
+      "teardown": 0.61,
+      "total": 2.12
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketObjectTagging::test_put_object_tagging_none_value": {
-    "last_validated_date": "2025-09-02T22:43:07+00:00",
+    "last_validated_date": "2025-11-27T14:45:33+00:00",
     "durations_in_seconds": {
-      "setup": 1.05,
-      "call": 0.68,
-      "teardown": 0.96,
-      "total": 2.69
+      "setup": 0.55,
+      "call": 0.69,
+      "teardown": 0.99,
+      "total": 2.23
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketObjectTagging::test_put_object_with_tags": {
-    "last_validated_date": "2025-01-21T18:11:19+00:00"
+    "last_validated_date": "2025-11-27T14:45:40+00:00",
+    "durations_in_seconds": {
+      "setup": 0.59,
+      "call": 1.71,
+      "teardown": 1.0,
+      "total": 3.3
+    }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketObjectTagging::test_tagging_validation": {
-    "last_validated_date": "2025-01-21T18:11:25+00:00"
+    "last_validated_date": "2025-11-27T15:16:37+00:00",
+    "durations_in_seconds": {
+      "setup": 1.01,
+      "call": 4.03,
+      "teardown": 0.97,
+      "total": 6.01
+    }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketOwnershipControls::test_bucket_ownership_controls_exc": {
     "last_validated_date": "2023-08-10T01:08:54+00:00"

From dcf088a37a8f9f7b4ef00a3f006d4b8a7a9011e2 Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Fri, 28 Nov 2025 15:49:14 +0100
Subject: [PATCH 412/697] S3Control: implement Tagging support for S3 Bucket
 (#13435)

---
 .../localstack/services/s3control/provider.py | 103 ++++++++-
 .../services/s3control/validation.py          |  50 +++++
 .../aws/services/s3control/test_s3control.py  | 151 +++++++++++++-
 .../s3control/test_s3control.snapshot.json    | 197 ++++++++++++++++++
 .../s3control/test_s3control.validation.json  |  27 +++
 5 files changed, 524 insertions(+), 4 deletions(-)
 create mode 100644 localstack-core/localstack/services/s3control/validation.py

diff --git a/localstack-core/localstack/services/s3control/provider.py b/localstack-core/localstack/services/s3control/provider.py
index f4057b0adc0bc..f63a4ab988b5c 100644
--- a/localstack-core/localstack/services/s3control/provider.py
+++ b/localstack-core/localstack/services/s3control/provider.py
@@ -1,5 +1,104 @@
-from localstack.aws.api.s3control import S3ControlApi
+from localstack.aws.api import CommonServiceException, RequestContext
+from localstack.aws.api.s3control import (
+    AccountId,
+    ListTagsForResourceResult,
+    S3ControlApi,
+    S3ResourceArn,
+    TagKeyList,
+    TagList,
+    TagResourceResult,
+    UntagResourceResult,
+)
+from localstack.aws.forwarder import NotImplementedAvoidFallbackError
+from localstack.services.s3.models import s3_stores
+from localstack.services.s3control.validation import validate_tags
+from localstack.utils.tagging import TaggingService
+
+
+class NoSuchResource(CommonServiceException):
+    def __init__(self, message=None):
+        super().__init__("NoSuchResource", status_code=404, message=message)
 
 
 class S3ControlProvider(S3ControlApi):
-    pass
+    """
+    S3Control is a management interface for S3, and can access some of its internals with no public API
+    This requires us to access the s3 stores directly
+    """
+
+    @staticmethod
+    def _get_tagging_service_for_bucket(
+        resource_arn: S3ResourceArn,
+        partition: str,
+        region: str,
+        account_id: str,
+    ) -> TaggingService:
+        s3_prefix = f"arn:{partition}:s3:::"
+        if not resource_arn.startswith(s3_prefix):
+            # Moto does not support Tagging operations for S3 Control, so we should not forward those operations back
+            # to it
+            raise NotImplementedAvoidFallbackError(
+                "LocalStack only support Bucket tagging operations for S3Control"
+            )
+
+        store = s3_stores[account_id][region]
+        bucket_name = resource_arn.removeprefix(s3_prefix)
+        if bucket_name not in store.global_bucket_map:
+            raise NoSuchResource("The specified resource doesn't exist.")
+
+        return store.TAGS
+
+    def tag_resource(
+        self,
+        context: RequestContext,
+        account_id: AccountId,
+        resource_arn: S3ResourceArn,
+        tags: TagList,
+        **kwargs,
+    ) -> TagResourceResult:
+        # currently S3Control only supports tagging buckets
+        tagging_service = self._get_tagging_service_for_bucket(
+            resource_arn=resource_arn,
+            partition=context.partition,
+            region=context.region,
+            account_id=account_id,
+        )
+
+        validate_tags(tags=tags)
+        tagging_service.tag_resource(resource_arn, tags)
+
+        return TagResourceResult()
+
+    def untag_resource(
+        self,
+        context: RequestContext,
+        account_id: AccountId,
+        resource_arn: S3ResourceArn,
+        tag_keys: TagKeyList,
+        **kwargs,
+    ) -> UntagResourceResult:
+        # currently S3Control only supports tagging buckets
+        tagging_service = self._get_tagging_service_for_bucket(
+            resource_arn=resource_arn,
+            partition=context.partition,
+            region=context.region,
+            account_id=account_id,
+        )
+
+        tagging_service.untag_resource(resource_arn, tag_keys)
+
+        return TagResourceResult()
+
+    def list_tags_for_resource(
+        self, context: RequestContext, account_id: AccountId, resource_arn: S3ResourceArn, **kwargs
+    ) -> ListTagsForResourceResult:
+        # currently S3Control only supports tagging buckets
+        tagging_service = self._get_tagging_service_for_bucket(
+            resource_arn=resource_arn,
+            partition=context.partition,
+            region=context.region,
+            account_id=account_id,
+        )
+
+        tags = tagging_service.list_tags_for_resource(resource_arn)
+        return ListTagsForResourceResult(Tags=tags["Tags"])
diff --git a/localstack-core/localstack/services/s3control/validation.py b/localstack-core/localstack/services/s3control/validation.py
new file mode 100644
index 0000000000000..0f0406b2dc8cf
--- /dev/null
+++ b/localstack-core/localstack/services/s3control/validation.py
@@ -0,0 +1,50 @@
+from localstack.aws.api.s3 import InvalidTag
+from localstack.aws.api.s3control import Tag, TagList
+from localstack.services.s3.exceptions import MalformedXML
+from localstack.services.s3.utils import TAG_REGEX
+
+
+def validate_tags(tags: TagList):
+    """
+    Validate the tags provided. This is the same function as S3, but with different error messages
+    :param tags: a TagList object
+    :raises MalformedXML if the object does not conform to the schema
+    :raises InvalidTag if the tag key or value are outside the set of validations defined by S3 and S3Control
+    :return: None
+    """
+    keys = set()
+    for tag in tags:
+        tag: Tag
+        if set(tag) != {"Key", "Value"}:
+            raise MalformedXML()
+
+        key = tag["Key"]
+        value = tag["Value"]
+
+        if key is None or value is None:
+            raise MalformedXML()
+
+        if key in keys:
+            raise InvalidTag(
+                "There are duplicate tag keys in your request. Remove the duplicate tag keys and try again.",
+                TagKey=key,
+            )
+
+        if key.startswith("aws:"):
+            raise InvalidTag(
+                'User-defined tag keys can\'t start with "aws:". This prefix is reserved for system tags. Remove "aws:" from your tag keys and try again.',
+            )
+
+        if not TAG_REGEX.match(key):
+            raise InvalidTag(
+                "This request contains a tag key or value that isn't valid. Valid characters include the following: [a-zA-Z+-=._:/]. Tag keys can contain up to 128 characters. Tag values can contain up to 256 characters.",
+                TagKey=key,
+            )
+        elif not TAG_REGEX.match(value):
+            raise InvalidTag(
+                "This request contains a tag key or value that isn't valid. Valid characters include the following: [a-zA-Z+-=._:/]. Tag keys can contain up to 128 characters. Tag values can contain up to 256 characters.",
+                TagKey=key,
+                TagValue=value,
+            )
+
+        keys.add(key)
diff --git a/tests/aws/services/s3control/test_s3control.py b/tests/aws/services/s3control/test_s3control.py
index c7daf08fad70d..8132ef3b5ff6a 100644
--- a/tests/aws/services/s3control/test_s3control.py
+++ b/tests/aws/services/s3control/test_s3control.py
@@ -10,8 +10,6 @@
 from localstack.utils.strings import short_uid
 from localstack.utils.urls import localstack_host
 
-# TODO: this fails in CI, not sure why yet
-# s3_control_endpoint = f"http://s3-control.{localstack_host()}"
 s3_control_endpoint = f"https://{localstack_host().host_and_port()}"
 
 
@@ -421,3 +419,152 @@ def test_access_point_pagination(
 
         list_by_bucket = s3control_client.list_access_points(AccountId=account_id, Bucket=bucket_1)
         snapshot.match("list-by-bucket", list_by_bucket)
+
+
+@markers.snapshot.skip_snapshot_verify(
+    paths=[
+        # FIXME: this needs to be updated in the serializer, see https://github.com/localstack/localstack/pull/9730
+        "$..HostId",
+    ]
+)
+class TestS3ControlTagging:
+    @markers.aws.validated
+    def test_tag_lifecycle(
+        self, s3_bucket, s3control_client, snapshot, account_id, s3control_snapshot
+    ):
+        bucket_arn = f"arn:aws:s3:::{s3_bucket}"
+
+        list_tags_before = s3control_client.list_tags_for_resource(
+            AccountId=account_id,
+            ResourceArn=bucket_arn,
+        )
+        snapshot.match("list-tags-before", list_tags_before)
+
+        tag_resource = s3control_client.tag_resource(
+            AccountId=account_id,
+            ResourceArn=bucket_arn,
+            Tags=[
+                {"Key": "key1", "Value": "value1"},
+                {"Key": "key2", "Value": "value2"},
+            ],
+        )
+        snapshot.match("tag-resource", tag_resource)
+
+        list_tags_1 = s3control_client.list_tags_for_resource(
+            AccountId=account_id,
+            ResourceArn=bucket_arn,
+        )
+        snapshot.match("list-tags-1", list_tags_1)
+
+        tag_resource_after_update = s3control_client.tag_resource(
+            AccountId=account_id, ResourceArn=bucket_arn, Tags=[{"Key": "key3", "Value": "value3"}]
+        )
+        snapshot.match("tag-resource-after-update", tag_resource_after_update)
+
+        list_tags_after_update = s3control_client.list_tags_for_resource(
+            AccountId=account_id,
+            ResourceArn=bucket_arn,
+        )
+        snapshot.match("list-tags-after-update", list_tags_after_update)
+
+        untag_resource = s3control_client.untag_resource(
+            AccountId=account_id, ResourceArn=bucket_arn, TagKeys=["key3"]
+        )
+        snapshot.match("untag-resource", untag_resource)
+
+        list_tags_after_untag = s3control_client.list_tags_for_resource(
+            AccountId=account_id,
+            ResourceArn=bucket_arn,
+        )
+        snapshot.match("list-tags-after-untag", list_tags_after_untag)
+
+        untag_resource_idempotent = s3control_client.untag_resource(
+            AccountId=account_id, ResourceArn=bucket_arn, TagKeys=["key3"]
+        )
+        snapshot.match("untag-resource-idempotent", untag_resource_idempotent)
+
+    @markers.aws.validated
+    def test_tag_resource_validation(
+        self, s3_bucket, s3control_client_no_validation, account_id, snapshot, s3control_snapshot
+    ):
+        bucket_arn = f"arn:aws:s3:::{s3_bucket}"
+
+        with pytest.raises(ClientError) as e:
+            s3control_client_no_validation.tag_resource(
+                AccountId=account_id,
+                ResourceArn=bucket_arn,
+                Tags=[{"Key": None, "Value": "value1"}],
+            )
+        snapshot.match("tags-key-none", e.value.response)
+
+        with pytest.raises(ClientError) as e:
+            s3control_client_no_validation.tag_resource(
+                AccountId=account_id,
+                ResourceArn=bucket_arn,
+                Tags=[{"Key": "key1", "Value": None}],
+            )
+        snapshot.match("tags-value-none", e.value.response)
+
+        with pytest.raises(ClientError) as e:
+            s3control_client_no_validation.tag_resource(
+                AccountId=account_id,
+                ResourceArn=bucket_arn,
+                Tags=[{"Key": "aws:test", "Value": "value1"}],
+            )
+        snapshot.match("tags-key-aws-prefix", e.value.response)
+
+        with pytest.raises(ClientError) as e:
+            s3control_client_no_validation.tag_resource(
+                AccountId=account_id,
+                ResourceArn=bucket_arn,
+                Tags=[
+                    {"Key": "key1", "Value": "value1"},
+                    {"Key": "key1", "Value": "value1"},
+                ],
+            )
+        snapshot.match("tags-key-aws-duplicated-key", e.value.response)
+
+        with pytest.raises(ClientError) as e:
+            s3control_client_no_validation.tag_resource(
+                AccountId=account_id,
+                ResourceArn=bucket_arn,
+                Tags=[{"Key": "test", "Value": "value1,value2"}],
+            )
+        snapshot.match("tags-key-aws-bad-value", e.value.response)
+
+        with pytest.raises(ClientError) as e:
+            s3control_client_no_validation.tag_resource(
+                AccountId=account_id,
+                ResourceArn=bucket_arn,
+                Tags=[{"Key": "test,test2", "Value": "value1"}],
+            )
+        snapshot.match("tags-key-aws-bad-key", e.value.response)
+
+    @markers.aws.validated
+    def test_tag_operation_no_bucket(
+        self, s3_bucket, s3control_client, account_id, snapshot, s3control_snapshot
+    ):
+        bucket_arn = f"arn:aws:s3:::{short_uid()}-{short_uid()}"
+
+        with pytest.raises(ClientError) as e:
+            s3control_client.tag_resource(
+                AccountId=account_id,
+                ResourceArn=bucket_arn,
+                Tags=[{"Key": "key1", "Value": "value1"}],
+            )
+        snapshot.match("tag-resource-no-exist", e.value.response)
+
+        with pytest.raises(ClientError) as e:
+            s3control_client.untag_resource(
+                AccountId=account_id,
+                ResourceArn=bucket_arn,
+                TagKeys=["key1"],
+            )
+        snapshot.match("untag-resource-no-exist", e.value.response)
+
+        with pytest.raises(ClientError) as e:
+            s3control_client.list_tags_for_resource(
+                AccountId=account_id,
+                ResourceArn=bucket_arn,
+            )
+        snapshot.match("list-resource-tags-no-exist", e.value.response)
diff --git a/tests/aws/services/s3control/test_s3control.snapshot.json b/tests/aws/services/s3control/test_s3control.snapshot.json
index 3165e12ab6836..32c81a9b892f3 100644
--- a/tests/aws/services/s3control/test_s3control.snapshot.json
+++ b/tests/aws/services/s3control/test_s3control.snapshot.json
@@ -589,5 +589,202 @@
         }
       }
     }
+  },
+  "tests/aws/services/s3control/test_s3control.py::TestS3ControlTagging::test_tag_lifecycle": {
+    "recorded-date": "28-11-2025, 11:45:27",
+    "recorded-content": {
+      "list-tags-before": {
+        "Tags": [],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "tag-resource": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 204
+        }
+      },
+      "list-tags-1": {
+        "Tags": [
+          {
+            "Key": "key1",
+            "Value": "value1"
+          },
+          {
+            "Key": "key2",
+            "Value": "value2"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "tag-resource-after-update": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 204
+        }
+      },
+      "list-tags-after-update": {
+        "Tags": [
+          {
+            "Key": "key1",
+            "Value": "value1"
+          },
+          {
+            "Key": "key2",
+            "Value": "value2"
+          },
+          {
+            "Key": "key3",
+            "Value": "value3"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "untag-resource": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 204
+        }
+      },
+      "list-tags-after-untag": {
+        "Tags": [
+          {
+            "Key": "key1",
+            "Value": "value1"
+          },
+          {
+            "Key": "key2",
+            "Value": "value2"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "untag-resource-idempotent": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 204
+        }
+      }
+    }
+  },
+  "tests/aws/services/s3control/test_s3control.py::TestS3ControlTagging::test_tag_resource_validation": {
+    "recorded-date": "28-11-2025, 12:06:32",
+    "recorded-content": {
+      "tags-key-none": {
+        "Error": {
+          "Code": "MalformedXML",
+          "Message": "The XML you provided was not well-formed or did not validate against our published schema"
+        },
+        "HostId": "host-id",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "tags-value-none": {
+        "Error": {
+          "Code": "MalformedXML",
+          "Message": "The XML you provided was not well-formed or did not validate against our published schema"
+        },
+        "HostId": "host-id",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "tags-key-aws-prefix": {
+        "Error": {
+          "Code": "InvalidTag",
+          "Message": "User-defined tag keys can't start with \"aws:\". This prefix is reserved for system tags. Remove \"aws:\" from your tag keys and try again."
+        },
+        "HostId": "host-id",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "tags-key-aws-duplicated-key": {
+        "Error": {
+          "Code": "InvalidTag",
+          "Message": "There are duplicate tag keys in your request. Remove the duplicate tag keys and try again."
+        },
+        "HostId": "host-id",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "tags-key-aws-bad-value": {
+        "Error": {
+          "Code": "InvalidTag",
+          "Message": "This request contains a tag key or value that isn't valid. Valid characters include the following: [a-zA-Z+-=._:/]. Tag keys can contain up to 128 characters. Tag values can contain up to 256 characters."
+        },
+        "HostId": "host-id",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "tags-key-aws-bad-key": {
+        "Error": {
+          "Code": "InvalidTag",
+          "Message": "This request contains a tag key or value that isn't valid. Valid characters include the following: [a-zA-Z+-=._:/]. Tag keys can contain up to 128 characters. Tag values can contain up to 256 characters."
+        },
+        "HostId": "host-id",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/s3control/test_s3control.py::TestS3ControlTagging::test_tag_operation_no_bucket": {
+    "recorded-date": "28-11-2025, 11:45:32",
+    "recorded-content": {
+      "tag-resource-no-exist": {
+        "Error": {
+          "Code": "NoSuchResource",
+          "Message": "The specified resource doesn't exist."
+        },
+        "HostId": "host-id",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 404
+        }
+      },
+      "untag-resource-no-exist": {
+        "Error": {
+          "Code": "NoSuchResource",
+          "Message": "The specified resource doesn't exist."
+        },
+        "HostId": "host-id",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 404
+        }
+      },
+      "list-resource-tags-no-exist": {
+        "Error": {
+          "Code": "NoSuchResource",
+          "Message": "The specified resource doesn't exist."
+        },
+        "HostId": "host-id",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 404
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/s3control/test_s3control.validation.json b/tests/aws/services/s3control/test_s3control.validation.json
index 4fcb430b372e8..1d846d89a642c 100644
--- a/tests/aws/services/s3control/test_s3control.validation.json
+++ b/tests/aws/services/s3control/test_s3control.validation.json
@@ -25,5 +25,32 @@
   },
   "tests/aws/services/s3control/test_s3control.py::TestS3ControlPublicAccessBlock::test_empty_public_access_block": {
     "last_validated_date": "2024-05-30T17:32:59+00:00"
+  },
+  "tests/aws/services/s3control/test_s3control.py::TestS3ControlTagging::test_tag_lifecycle": {
+    "last_validated_date": "2025-11-28T11:45:28+00:00",
+    "durations_in_seconds": {
+      "setup": 1.07,
+      "call": 1.41,
+      "teardown": 0.64,
+      "total": 3.12
+    }
+  },
+  "tests/aws/services/s3control/test_s3control.py::TestS3ControlTagging::test_tag_operation_no_bucket": {
+    "last_validated_date": "2025-11-28T11:45:33+00:00",
+    "durations_in_seconds": {
+      "setup": 0.54,
+      "call": 0.56,
+      "teardown": 0.6,
+      "total": 1.7
+    }
+  },
+  "tests/aws/services/s3control/test_s3control.py::TestS3ControlTagging::test_tag_resource_validation": {
+    "last_validated_date": "2025-11-28T12:06:32+00:00",
+    "durations_in_seconds": {
+      "setup": 1.18,
+      "call": 2.18,
+      "teardown": 0.61,
+      "total": 3.97
+    }
   }
 }

From 5cac8203a28a4ff00fd6bcb9ac4f33dbe23a7187 Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Fri, 28 Nov 2025 17:14:20 +0100
Subject: [PATCH 413/697] S3: support `TagCount` in `HeadObject` (#13429)

---
 .../localstack/services/s3/provider.py        |  8 +-
 tests/aws/services/s3/test_s3.snapshot.json   |  4 +-
 tests/aws/services/s3/test_s3.validation.json | 18 +++--
 tests/aws/services/s3/test_s3_api.py          | 44 +++++++++--
 .../aws/services/s3/test_s3_api.snapshot.json | 78 ++++++++++++++++++-
 .../services/s3/test_s3_api.validation.json   | 17 +++-
 6 files changed, 150 insertions(+), 19 deletions(-)

diff --git a/localstack-core/localstack/services/s3/provider.py b/localstack-core/localstack/services/s3/provider.py
index e3466db1a112f..d9c946cf49e57 100644
--- a/localstack-core/localstack/services/s3/provider.py
+++ b/localstack-core/localstack/services/s3/provider.py
@@ -1200,12 +1200,14 @@ def head_object(
             response["ChecksumType"] = checksum_type
 
         add_encryption_to_response(response, s3_object=s3_object)
+        object_tags = store.TAGS.tags.get(
+            get_unique_key_id(bucket_name, object_key, s3_object.version_id)
+        )
+        if object_tags:
+            response["TagCount"] = len(object_tags)
 
         # if you specify the VersionId, AWS won't return the Expiration header, even if that's the current version
         if not version_id and s3_bucket.lifecycle_rules:
-            object_tags = store.TAGS.tags.get(
-                get_unique_key_id(bucket_name, object_key, s3_object.version_id)
-            )
             if expiration_header := self._get_expiration_header(
                 s3_bucket.lifecycle_rules,
                 bucket_name,
diff --git a/tests/aws/services/s3/test_s3.snapshot.json b/tests/aws/services/s3/test_s3.snapshot.json
index bb14503577b98..e3c8859ce2e07 100644
--- a/tests/aws/services/s3/test_s3.snapshot.json
+++ b/tests/aws/services/s3/test_s3.snapshot.json
@@ -2782,7 +2782,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_head_object_fields": {
-    "recorded-date": "21-01-2025, 18:28:10",
+    "recorded-date": "27-11-2025, 15:29:30",
     "recorded-content": {
       "head-object": {
         "AcceptRanges": "bytes",
@@ -10502,7 +10502,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_get_object_part": {
-    "recorded-date": "07-07-2025, 17:56:14",
+    "recorded-date": "27-11-2025, 15:28:18",
     "recorded-content": {
       "multipart-upload": {
         "Bucket": "<bucket:1>",
diff --git a/tests/aws/services/s3/test_s3.validation.json b/tests/aws/services/s3/test_s3.validation.json
index 6e98afb9d9248..0e7633aebe273 100644
--- a/tests/aws/services/s3/test_s3.validation.json
+++ b/tests/aws/services/s3/test_s3.validation.json
@@ -156,12 +156,12 @@
     "last_validated_date": "2025-01-21T18:27:10+00:00"
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_get_object_part": {
-    "last_validated_date": "2025-07-07T17:56:15+00:00",
+    "last_validated_date": "2025-11-27T15:28:19+00:00",
     "durations_in_seconds": {
-      "setup": 1.4,
-      "call": 10.69,
-      "teardown": 1.07,
-      "total": 13.16
+      "setup": 0.99,
+      "call": 3.36,
+      "teardown": 0.98,
+      "total": 5.33
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_get_object_part_checksum[COMPOSITE]": {
@@ -198,7 +198,13 @@
     "last_validated_date": "2025-01-21T18:31:25+00:00"
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_head_object_fields": {
-    "last_validated_date": "2025-01-21T18:28:10+00:00"
+    "last_validated_date": "2025-11-27T15:29:30+00:00",
+    "durations_in_seconds": {
+      "setup": 0.99,
+      "call": 0.44,
+      "teardown": 0.95,
+      "total": 2.38
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_invalid_range_error": {
     "last_validated_date": "2025-01-21T18:27:45+00:00"
diff --git a/tests/aws/services/s3/test_s3_api.py b/tests/aws/services/s3/test_s3_api.py
index d0f006cb75a20..ba9dba84c5d00 100644
--- a/tests/aws/services/s3/test_s3_api.py
+++ b/tests/aws/services/s3/test_s3_api.py
@@ -1897,12 +1897,6 @@ def test_object_tagging_versioned(self, s3_bucket, aws_client, snapshot):
         snapshot.match("delete-object-tags-delete-marker-latest", e.value.response)
 
     @markers.aws.validated
-    @markers.snapshot.skip_snapshot_verify(
-        paths=[
-            # TODO: support TagCount in HeadObject
-            "$.head-obj.TagCount",
-        ]
-    )
     def test_put_object_with_tags(self, s3_bucket, aws_client, snapshot):
         object_key = "test-put-object-tagging"
         # tagging must be a URL encoded string directly
@@ -1946,6 +1940,44 @@ def test_put_object_with_tags(self, s3_bucket, aws_client, snapshot):
         get_object_tags = aws_client.s3.get_object_tagging(Bucket=s3_bucket, Key=object_key)
         snapshot.match("get-object-tags-wrong-format-qs-2", get_object_tags)
 
+    @markers.aws.validated
+    def test_head_object_with_tags(self, s3_bucket, aws_client, snapshot):
+        object_key = "test-put-object-tagging"
+        # tagging must be a URL encoded string directly
+        tag_set = "tag1=tag1&tag2=tag2&tag="
+        put_object = aws_client.s3.put_object(
+            Bucket=s3_bucket, Key=object_key, Body="test-tagging", Tagging=tag_set
+        )
+        snapshot.match("put-object", put_object)
+
+        head_object = aws_client.s3.head_object(Bucket=s3_bucket, Key=object_key)
+        snapshot.match("head-obj-after-create", head_object)
+
+        tag_set_2 = {"TagSet": [{"Key": "tag3", "Value": "tag3"}]}
+        put_bucket_tags = aws_client.s3.put_object_tagging(
+            Bucket=s3_bucket, Key=object_key, Tagging=tag_set_2
+        )
+        snapshot.match("put-object-tags", put_bucket_tags)
+
+        head_object = aws_client.s3.head_object(Bucket=s3_bucket, Key=object_key)
+        snapshot.match("head-obj-after-tagging", head_object)
+
+        tag_set_2 = {
+            "TagSet": [
+                {"Key": "tag3", "Value": "tag3"},
+                {"Key": "tag4", "Value": "tag4"},
+                {"Key": "tag5", "Value": "tag5"},
+            ]
+        }
+        aws_client.s3.put_object_tagging(Bucket=s3_bucket, Key=object_key, Tagging=tag_set_2)
+        head_object = aws_client.s3.head_object(Bucket=s3_bucket, Key=object_key)
+        snapshot.match("head-obj-after-overwrite", head_object)
+
+        aws_client.s3.put_object_tagging(Bucket=s3_bucket, Key=object_key, Tagging={"TagSet": []})
+
+        head_object = aws_client.s3.head_object(Bucket=s3_bucket, Key=object_key)
+        snapshot.match("head-obj-after-removal", head_object)
+
     @markers.aws.validated
     def test_object_tags_delete_or_overwrite_object(self, s3_bucket, aws_client, snapshot):
         # verify that tags aren't kept after object deletion
diff --git a/tests/aws/services/s3/test_s3_api.snapshot.json b/tests/aws/services/s3/test_s3_api.snapshot.json
index d92cec2bdbb42..e812518de2b3e 100644
--- a/tests/aws/services/s3/test_s3_api.snapshot.json
+++ b/tests/aws/services/s3/test_s3_api.snapshot.json
@@ -1442,7 +1442,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketEncryption::test_s3_bucket_encryption_sse_s3": {
-    "recorded-date": "21-01-2025, 18:10:49",
+    "recorded-date": "27-11-2025, 15:27:11",
     "recorded-content": {
       "put-bucket-enc": {
         "ResponseMetadata": {
@@ -5402,5 +5402,81 @@
         }
       }
     }
+  },
+  "tests/aws/services/s3/test_s3_api.py::TestS3BucketObjectTagging::test_head_object_with_tags": {
+    "recorded-date": "27-11-2025, 15:35:45",
+    "recorded-content": {
+      "put-object": {
+        "ChecksumCRC32": "lpqTBg==",
+        "ChecksumType": "FULL_OBJECT",
+        "ETag": "\"b635a7fc30aa9091e0d236bee77e6844\"",
+        "ServerSideEncryption": "AES256",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "head-obj-after-create": {
+        "AcceptRanges": "bytes",
+        "ContentLength": 12,
+        "ContentType": "binary/octet-stream",
+        "ETag": "\"b635a7fc30aa9091e0d236bee77e6844\"",
+        "LastModified": "datetime",
+        "Metadata": {},
+        "ServerSideEncryption": "AES256",
+        "TagCount": 3,
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "put-object-tags": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "head-obj-after-tagging": {
+        "AcceptRanges": "bytes",
+        "ContentLength": 12,
+        "ContentType": "binary/octet-stream",
+        "ETag": "\"b635a7fc30aa9091e0d236bee77e6844\"",
+        "LastModified": "datetime",
+        "Metadata": {},
+        "ServerSideEncryption": "AES256",
+        "TagCount": 1,
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "head-obj-after-overwrite": {
+        "AcceptRanges": "bytes",
+        "ContentLength": 12,
+        "ContentType": "binary/octet-stream",
+        "ETag": "\"b635a7fc30aa9091e0d236bee77e6844\"",
+        "LastModified": "datetime",
+        "Metadata": {},
+        "ServerSideEncryption": "AES256",
+        "TagCount": 3,
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "head-obj-after-removal": {
+        "AcceptRanges": "bytes",
+        "ContentLength": 12,
+        "ContentType": "binary/octet-stream",
+        "ETag": "\"b635a7fc30aa9091e0d236bee77e6844\"",
+        "LastModified": "datetime",
+        "Metadata": {},
+        "ServerSideEncryption": "AES256",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/s3/test_s3_api.validation.json b/tests/aws/services/s3/test_s3_api.validation.json
index 8a7bf4736abc5..43724a836dc48 100644
--- a/tests/aws/services/s3/test_s3_api.validation.json
+++ b/tests/aws/services/s3/test_s3_api.validation.json
@@ -24,7 +24,13 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketEncryption::test_s3_bucket_encryption_sse_s3": {
-    "last_validated_date": "2025-01-21T18:10:49+00:00"
+    "last_validated_date": "2025-11-27T15:27:12+00:00",
+    "durations_in_seconds": {
+      "setup": 1.06,
+      "call": 0.67,
+      "teardown": 1.0,
+      "total": 2.73
+    }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketEncryption::test_s3_default_bucket_encryption": {
     "last_validated_date": "2025-01-21T18:10:45+00:00"
@@ -104,6 +110,15 @@
       "total": 2.88
     }
   },
+  "tests/aws/services/s3/test_s3_api.py::TestS3BucketObjectTagging::test_head_object_with_tags": {
+    "last_validated_date": "2025-11-27T15:35:46+00:00",
+    "durations_in_seconds": {
+      "setup": 0.97,
+      "call": 1.08,
+      "teardown": 0.98,
+      "total": 3.03
+    }
+  },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketObjectTagging::test_object_tagging_crud": {
     "last_validated_date": "2025-11-27T14:45:28+00:00",
     "durations_in_seconds": {

From 42ed9a17f5945dc8dbe08cba612b872b72fdbcae Mon Sep 17 00:00:00 2001
From: Misha Tiurin <650819+tiurin@users.noreply.github.com>
Date: Fri, 28 Nov 2025 18:40:20 +0100
Subject: [PATCH 414/697] [SFN] Add new TestState API capabilities (#13418)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

New capabilities have recently been added to TestState API. This commit adds the following support for the new capabilities:

- Add mocking support – Mock state outputs and errors without invoking downstream services
- Add support for Map (inline and distributed) states
- Add support to test specific states within a full state machine definition using the new stateName parameter.
- Add support for Catch and Retry fields
- Add new inspection data
- Rename `mocking` package to l`ocal_mocking`: clearly mark mocking functionality related to Step Functions Local. This helps to distinguish between Local mocks and TestState mocks.



Co-authored-by: Greg Furman <gregfurman99@gmail.com>
Co-authored-by: Greg Furman <31275503+gregfurman@users.noreply.github.com>
---
 .../asl/component/common/path/result_path.py  |    2 +-
 .../state/state_execution/execute_state.py    |    1 -
 .../state_execution/state_map/state_map.py    |    1 -
 .../state_task/lambda_eval_utils.py           |   16 +-
 ...eval_utils.py => local_mock_eval_utils.py} |   22 +-
 .../state_task/service/state_task_service.py  |   12 +-
 .../service/state_task_service_callback.py    |    2 +-
 .../component/state/state_fail/state_fail.py  |    4 +
 .../component/test_state/state/base_mock.py   |  118 ++
 .../asl/component/test_state/state/common.py  |   82 +
 .../component/test_state/state/execution.py   |  139 ++
 .../asl/component/test_state/state/map.py     |   77 +
 .../asl/component/test_state/state/task.py    |   44 +
 .../stepfunctions/asl/eval/environment.py     |   52 +-
 .../services/stepfunctions/asl/eval/states.py |    2 +-
 .../asl/eval/test_state/environment.py        |   58 +-
 .../asl/eval/test_state/program_state.py      |   22 +
 .../stepfunctions/asl/jsonata/jsonata.py      |    6 +-
 .../asl/parse/test_state/asl_parser.py        |    9 +-
 .../asl/parse/test_state/preprocessor.py      |  253 ++-
 .../test_state/test_state_analyser.py         |  192 ++-
 .../stepfunctions/backend/execution.py        |   12 +-
 .../stepfunctions/backend/execution_worker.py |   10 +-
 .../backend/test_state/execution.py           |   36 +
 .../backend/test_state/execution_worker.py    |   34 +-
 .../backend/test_state/test_state_mock.py     |  127 ++
 .../stepfunctions/local_mocking/__init__.py   |    9 +
 .../{mocking => local_mocking}/mock_config.py |   41 +-
 .../mock_config_file.py                       |    0
 .../services/stepfunctions/provider.py        |   85 +-
 .../stepfunctions/test_state/mock_config.py   |   47 +
 .../testing/snapshots/transformer_utility.py  |    5 +
 .../__init__.py                               |    0
 .../mock_config_files}/__init__.py            |    0
 .../lambda_sqs_integration.json5              |    0
 .../mocked_responses}/__init__.py             |    0
 .../mocked_responses/callback}/__init__.py    |    0
 .../callback/task_failure.json5               |    0
 .../task_success_string_literal.json5         |    0
 .../dynamodb/200_get_item.json5               |    0
 .../dynamodb/200_put_item.json5               |    0
 .../mocked_responses/dynamodb}/__init__.py    |    0
 .../events/200_put_events.json5               |    0
 .../mocked_responses/events}/__init__.py      |    0
 .../lambda/200_string_body.json5              |    0
 .../mocked_responses/lambda}/__init__.py      |    0
 .../not_ready_timeout_200_string_body.json5   |    0
 .../mocked_responses/sns/200_publish.json5    |    0
 .../mocked_responses/sns}/__init__.py         |    0
 .../sqs/200_send_message.json5                |    0
 .../mocked_responses/sqs}/__init__.py         |    0
 .../states/200_start_execution_sync.json5     |    0
 .../states/200_start_execution_sync2.json5    |    0
 .../mocked_responses/states}/__init__.py      |    0
 .../mocked_service_integrations.py            |    0
 .../local_mocked}/__init__.py                 |    0
 .../mocked_templates.py                       |    0
 .../statemachines}/__init__.py                |    0
 .../lambda_sqs_integration.json5              |    0
 .../base_aws_api_kms_encrypt.json5            |    9 +
 .../base_aws_api_lambda_get_function.json5    |    8 +
 .../base_aws_api_s3_get_object.json5          |    9 +
 .../base_dynamodb_service_task_state.json5    |    9 +
 .../base_events_put_events.json5              |    8 +
 .../base_fail_state_machine.json5             |   12 +
 .../base_lambda_service_task_state.json5      |    1 +
 .../statemachines/base_map_state.json5        |   27 +
 .../statemachines/base_map_state_catch.json5  |   34 +
 .../base_map_state_machine.json5              |   25 +
 .../base_map_state_machine_choice_fail.json5  |   40 +
 .../base_map_state_machine_fail.json5         |   24 +
 .../statemachines/base_map_state_retry.json5  |   32 +
 .../base_multi_state_machine.json5            |   16 +
 .../base_pass_state_machine.json5             |   10 +
 .../base_sfn_start_execution.json5            |   14 +
 .../statemachines/base_sqs_send_message.json5 |    9 +
 .../statemachines/base_task_state_catch.json5 |   23 +
 .../statemachines/base_task_state_retry.json5 |   19 +
 .../io_dynamodb_service_task_state.json5      |   10 +
 ...put_path_dynamodb_service_task_state.json5 |   11 +
 .../io_sqs_service_task_wait.json5            |   14 +
 ...tack_blogpost_scenario_state_machine.json5 |   63 +
 .../map_item_reader_state_machine.json5       |   35 +
 .../statemachines/map_task_state.json5        |   55 +
 .../map_task_state_machine.json5              |   31 +
 .../test_state/test_state_templates.py        |   91 ++
 .../local_mocking}/__init__.py                |    0
 .../test_aws_scenarios.py                     |    4 +-
 .../test_base_callbacks.py                    |    2 +-
 .../test_base_callbacks.snapshot.json         |   24 +-
 .../test_base_callbacks.validation.json       |   38 +
 .../test_base_scenarios.py                    |   18 +-
 .../test_base_scenarios.snapshot.json         |  128 +-
 .../test_base_scenarios.validation.json       |   83 +
 .../test_mock_config_file.py                  |   12 +-
 .../stepfunctions/v2/mocking/__init__.py      |    0
 .../test_base_callbacks.validation.json       |   14 -
 .../test_base_scenarios.validation.json       |   29 -
 .../test_apigetway_task_service.snapshot.json |   18 +-
 ...est_apigetway_task_service.validation.json |   72 +-
 .../test_aws_sdk_task_service.snapshot.json   |   62 +-
 .../test_aws_sdk_task_service.validation.json |  145 +-
 .../v2/services/test_dynamodb_task_service.py |    4 +-
 .../test_dynamodb_task_service.snapshot.json  |   52 +-
 ...test_dynamodb_task_service.validation.json |   40 +-
 .../test_events_task_service.snapshot.json    |   11 +-
 .../test_events_task_service.validation.json  |   32 +-
 .../services/test_lambda_task.snapshot.json   |   22 +-
 .../services/test_lambda_task.validation.json |   88 +-
 .../test_lambda_task_service.snapshot.json    |  582 +++----
 .../test_lambda_task_service.validation.json  |   80 +-
 .../test_sfn_task_service.snapshot.json       |   76 +-
 .../test_sfn_task_service.validation.json     |   16 +-
 .../test_sns_task_service.snapshot.json       |  326 ++--
 .../test_sns_task_service.validation.json     |  104 +-
 .../test_sqs_task_service.snapshot.json       |   78 +-
 .../test_sqs_task_service.validation.json     |   24 +-
 .../test_state/test_field_validation_mode.py  |  398 +++++
 .../test_field_validation_mode.snapshot.json  |  270 ++++
 ...test_field_validation_mode.validation.json |  155 ++
 .../test_field_validation_mode_none.py        |   65 +
 ...t_field_validation_mode_none.snapshot.json |   35 +
 ...field_validation_mode_none.validation.json |   20 +
 .../test_field_validation_mode_present.py     |  446 ++++++
 ...ield_validation_mode_present.snapshot.json |  271 ++++
 ...ld_validation_mode_present.validation.json |  155 ++
 .../v2/test_state/test_state_configuration.py |  322 ++++
 .../test_state_configuration.snapshot.json    | 1395 +++++++++++++++++
 .../test_state_configuration.validation.json  |  236 +++
 .../test_state/test_state_context_object.py   |  322 ++++
 .../test_state_context_object.snapshot.json   |  630 ++++++++
 .../test_state_context_object.validation.json |  137 ++
 .../test_test_state_machine_scenarios.py      |  127 ++
 ...test_state_machine_scenarios.snapshot.json |  349 +++++
 ...st_state_machine_scenarios.validation.json |  164 ++
 .../test_test_state_mock_scenarios.py         |  232 +++
 ...st_test_state_mock_scenarios.snapshot.json |  151 ++
 ..._test_state_mock_scenarios.validation.json |   74 +
 .../test_state/test_test_state_scenarios.py   |  224 ++-
 .../test_test_state_scenarios.snapshot.json   | 1187 +++++++++++++-
 .../test_test_state_scenarios.validation.json |  360 ++++-
 141 files changed, 10828 insertions(+), 1240 deletions(-)
 rename localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/{mock_eval_utils.py => local_mock_eval_utils.py} (69%)
 create mode 100644 localstack-core/localstack/services/stepfunctions/asl/component/test_state/state/base_mock.py
 create mode 100644 localstack-core/localstack/services/stepfunctions/asl/component/test_state/state/common.py
 create mode 100644 localstack-core/localstack/services/stepfunctions/asl/component/test_state/state/execution.py
 create mode 100644 localstack-core/localstack/services/stepfunctions/asl/component/test_state/state/map.py
 create mode 100644 localstack-core/localstack/services/stepfunctions/asl/component/test_state/state/task.py
 create mode 100644 localstack-core/localstack/services/stepfunctions/backend/test_state/test_state_mock.py
 create mode 100644 localstack-core/localstack/services/stepfunctions/local_mocking/__init__.py
 rename localstack-core/localstack/services/stepfunctions/{mocking => local_mocking}/mock_config.py (88%)
 rename localstack-core/localstack/services/stepfunctions/{mocking => local_mocking}/mock_config_file.py (100%)
 create mode 100644 localstack-core/localstack/services/stepfunctions/test_state/mock_config.py
 rename {localstack-core/localstack/services/stepfunctions/mocking => tests/aws/services/stepfunctions/local_mocked_service_integrations}/__init__.py (100%)
 rename tests/aws/services/stepfunctions/{mocked_service_integrations => local_mocked_service_integrations/mock_config_files}/__init__.py (100%)
 rename tests/aws/services/stepfunctions/{mocked_service_integrations => local_mocked_service_integrations}/mock_config_files/lambda_sqs_integration.json5 (100%)
 rename tests/aws/services/stepfunctions/{mocked_service_integrations/mock_config_files => local_mocked_service_integrations/mocked_responses}/__init__.py (100%)
 rename tests/aws/services/stepfunctions/{mocked_service_integrations/mocked_responses => local_mocked_service_integrations/mocked_responses/callback}/__init__.py (100%)
 rename tests/aws/services/stepfunctions/{mocked_service_integrations => local_mocked_service_integrations}/mocked_responses/callback/task_failure.json5 (100%)
 rename tests/aws/services/stepfunctions/{mocked_service_integrations => local_mocked_service_integrations}/mocked_responses/callback/task_success_string_literal.json5 (100%)
 rename tests/aws/services/stepfunctions/{mocked_service_integrations => local_mocked_service_integrations}/mocked_responses/dynamodb/200_get_item.json5 (100%)
 rename tests/aws/services/stepfunctions/{mocked_service_integrations => local_mocked_service_integrations}/mocked_responses/dynamodb/200_put_item.json5 (100%)
 rename tests/aws/services/stepfunctions/{mocked_service_integrations/mocked_responses/callback => local_mocked_service_integrations/mocked_responses/dynamodb}/__init__.py (100%)
 rename tests/aws/services/stepfunctions/{mocked_service_integrations => local_mocked_service_integrations}/mocked_responses/events/200_put_events.json5 (100%)
 rename tests/aws/services/stepfunctions/{mocked_service_integrations/mocked_responses/dynamodb => local_mocked_service_integrations/mocked_responses/events}/__init__.py (100%)
 rename tests/aws/services/stepfunctions/{mocked_service_integrations => local_mocked_service_integrations}/mocked_responses/lambda/200_string_body.json5 (100%)
 rename tests/aws/services/stepfunctions/{mocked_service_integrations/mocked_responses/events => local_mocked_service_integrations/mocked_responses/lambda}/__init__.py (100%)
 rename tests/aws/services/stepfunctions/{mocked_service_integrations => local_mocked_service_integrations}/mocked_responses/lambda/not_ready_timeout_200_string_body.json5 (100%)
 rename tests/aws/services/stepfunctions/{mocked_service_integrations => local_mocked_service_integrations}/mocked_responses/sns/200_publish.json5 (100%)
 rename tests/aws/services/stepfunctions/{mocked_service_integrations/mocked_responses/lambda => local_mocked_service_integrations/mocked_responses/sns}/__init__.py (100%)
 rename tests/aws/services/stepfunctions/{mocked_service_integrations => local_mocked_service_integrations}/mocked_responses/sqs/200_send_message.json5 (100%)
 rename tests/aws/services/stepfunctions/{mocked_service_integrations/mocked_responses/sns => local_mocked_service_integrations/mocked_responses/sqs}/__init__.py (100%)
 rename tests/aws/services/stepfunctions/{mocked_service_integrations => local_mocked_service_integrations}/mocked_responses/states/200_start_execution_sync.json5 (100%)
 rename tests/aws/services/stepfunctions/{mocked_service_integrations => local_mocked_service_integrations}/mocked_responses/states/200_start_execution_sync2.json5 (100%)
 rename tests/aws/services/stepfunctions/{mocked_service_integrations/mocked_responses/sqs => local_mocked_service_integrations/mocked_responses/states}/__init__.py (100%)
 rename tests/aws/services/stepfunctions/{mocked_service_integrations => local_mocked_service_integrations}/mocked_service_integrations.py (100%)
 rename tests/aws/services/stepfunctions/{mocked_service_integrations/mocked_responses/states => templates/local_mocked}/__init__.py (100%)
 rename tests/aws/services/stepfunctions/templates/{mocked => local_mocked}/mocked_templates.py (100%)
 rename tests/aws/services/stepfunctions/templates/{mocked => local_mocked/statemachines}/__init__.py (100%)
 rename tests/aws/services/stepfunctions/templates/{mocked => local_mocked}/statemachines/lambda_sqs_integration.json5 (100%)
 create mode 100644 tests/aws/services/stepfunctions/templates/test_state/statemachines/base_aws_api_kms_encrypt.json5
 create mode 100644 tests/aws/services/stepfunctions/templates/test_state/statemachines/base_aws_api_lambda_get_function.json5
 create mode 100644 tests/aws/services/stepfunctions/templates/test_state/statemachines/base_aws_api_s3_get_object.json5
 create mode 100644 tests/aws/services/stepfunctions/templates/test_state/statemachines/base_dynamodb_service_task_state.json5
 create mode 100644 tests/aws/services/stepfunctions/templates/test_state/statemachines/base_events_put_events.json5
 create mode 100644 tests/aws/services/stepfunctions/templates/test_state/statemachines/base_fail_state_machine.json5
 create mode 100644 tests/aws/services/stepfunctions/templates/test_state/statemachines/base_map_state.json5
 create mode 100644 tests/aws/services/stepfunctions/templates/test_state/statemachines/base_map_state_catch.json5
 create mode 100644 tests/aws/services/stepfunctions/templates/test_state/statemachines/base_map_state_machine.json5
 create mode 100644 tests/aws/services/stepfunctions/templates/test_state/statemachines/base_map_state_machine_choice_fail.json5
 create mode 100644 tests/aws/services/stepfunctions/templates/test_state/statemachines/base_map_state_machine_fail.json5
 create mode 100644 tests/aws/services/stepfunctions/templates/test_state/statemachines/base_map_state_retry.json5
 create mode 100644 tests/aws/services/stepfunctions/templates/test_state/statemachines/base_multi_state_machine.json5
 create mode 100644 tests/aws/services/stepfunctions/templates/test_state/statemachines/base_pass_state_machine.json5
 create mode 100644 tests/aws/services/stepfunctions/templates/test_state/statemachines/base_sfn_start_execution.json5
 create mode 100644 tests/aws/services/stepfunctions/templates/test_state/statemachines/base_sqs_send_message.json5
 create mode 100644 tests/aws/services/stepfunctions/templates/test_state/statemachines/base_task_state_catch.json5
 create mode 100644 tests/aws/services/stepfunctions/templates/test_state/statemachines/base_task_state_retry.json5
 create mode 100644 tests/aws/services/stepfunctions/templates/test_state/statemachines/io_dynamodb_service_task_state.json5
 create mode 100644 tests/aws/services/stepfunctions/templates/test_state/statemachines/io_output_path_dynamodb_service_task_state.json5
 create mode 100644 tests/aws/services/stepfunctions/templates/test_state/statemachines/io_sqs_service_task_wait.json5
 create mode 100644 tests/aws/services/stepfunctions/templates/test_state/statemachines/localstack_blogpost_scenario_state_machine.json5
 create mode 100644 tests/aws/services/stepfunctions/templates/test_state/statemachines/map_item_reader_state_machine.json5
 create mode 100644 tests/aws/services/stepfunctions/templates/test_state/statemachines/map_task_state.json5
 create mode 100644 tests/aws/services/stepfunctions/templates/test_state/statemachines/map_task_state_machine.json5
 rename tests/aws/services/stepfunctions/{templates/mocked/statemachines => v2/local_mocking}/__init__.py (100%)
 rename tests/aws/services/stepfunctions/v2/{mocking => local_mocking}/test_aws_scenarios.py (96%)
 rename tests/aws/services/stepfunctions/v2/{mocking => local_mocking}/test_base_callbacks.py (99%)
 rename tests/aws/services/stepfunctions/v2/{mocking => local_mocking}/test_base_callbacks.snapshot.json (96%)
 create mode 100644 tests/aws/services/stepfunctions/v2/local_mocking/test_base_callbacks.validation.json
 rename tests/aws/services/stepfunctions/v2/{mocking => local_mocking}/test_base_scenarios.py (97%)
 rename tests/aws/services/stepfunctions/v2/{mocking => local_mocking}/test_base_scenarios.snapshot.json (89%)
 create mode 100644 tests/aws/services/stepfunctions/v2/local_mocking/test_base_scenarios.validation.json
 rename tests/aws/services/stepfunctions/v2/{mocking => local_mocking}/test_mock_config_file.py (77%)
 delete mode 100644 tests/aws/services/stepfunctions/v2/mocking/__init__.py
 delete mode 100644 tests/aws/services/stepfunctions/v2/mocking/test_base_callbacks.validation.json
 delete mode 100644 tests/aws/services/stepfunctions/v2/mocking/test_base_scenarios.validation.json
 create mode 100644 tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py
 create mode 100644 tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.snapshot.json
 create mode 100644 tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.validation.json
 create mode 100644 tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_none.py
 create mode 100644 tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_none.snapshot.json
 create mode 100644 tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_none.validation.json
 create mode 100644 tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py
 create mode 100644 tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.snapshot.json
 create mode 100644 tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.validation.json
 create mode 100644 tests/aws/services/stepfunctions/v2/test_state/test_state_configuration.py
 create mode 100644 tests/aws/services/stepfunctions/v2/test_state/test_state_configuration.snapshot.json
 create mode 100644 tests/aws/services/stepfunctions/v2/test_state/test_state_configuration.validation.json
 create mode 100644 tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py
 create mode 100644 tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.snapshot.json
 create mode 100644 tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.validation.json
 create mode 100644 tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py
 create mode 100644 tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.snapshot.json
 create mode 100644 tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.validation.json
 create mode 100644 tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py
 create mode 100644 tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.snapshot.json
 create mode 100644 tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.validation.json

diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/common/path/result_path.py b/localstack-core/localstack/services/stepfunctions/asl/component/common/path/result_path.py
index 67224ed145652..f08fdf1637fd1 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/common/path/result_path.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/common/path/result_path.py
@@ -18,7 +18,7 @@ def __init__(self, result_path_src: str | None):
     def _eval_body(self, env: Environment) -> None:
         state_input = env.states.get_input()
 
-        # Discard task output if there is one, and set the output ot be the state's input.
+        # Discard task output if there is one, and set the output to be the state's input.
         if self.result_path_src is None:
             env.stack.clear()
             env.stack.append(state_input)
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/execute_state.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/execute_state.py
index ac1a441fd2c33..e1e1af201f033 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/execute_state.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/execute_state.py
@@ -251,7 +251,6 @@ def _eval_state(self, env: Environment) -> None:
                 )
                 error_output = self._construct_error_output_value(failure_event=failure_event)
                 env.states.set_error_output(error_output)
-                env.states.set_result(error_output)
 
                 if self.retry:
                     retry_outcome: RetryOutcome = self._handle_retry(
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/state_map.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/state_map.py
index a49beeac19c1a..67a67c20e85af 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/state_map.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/state_map.py
@@ -311,7 +311,6 @@ def _eval_state(self, env: Environment) -> None:
                 failure_event: FailureEvent = self._from_error(env=env, ex=ex)
                 error_output = self._construct_error_output_value(failure_event=failure_event)
                 env.states.set_error_output(error_output)
-                env.states.set_result(error_output)
 
                 if self.retry:
                     retry_outcome: RetryOutcome = self._handle_retry(
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/lambda_eval_utils.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/lambda_eval_utils.py
index 4f331a11ace76..f88dc1d950276 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/lambda_eval_utils.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/lambda_eval_utils.py
@@ -6,13 +6,13 @@
 from localstack.services.stepfunctions.asl.component.state.state_execution.state_task.credentials import (
     StateCredentials,
 )
-from localstack.services.stepfunctions.asl.component.state.state_execution.state_task.mock_eval_utils import (
-    eval_mocked_response,
+from localstack.services.stepfunctions.asl.component.state.state_execution.state_task.local_mock_eval_utils import (
+    eval_local_mocked_response,
 )
 from localstack.services.stepfunctions.asl.eval.environment import Environment
 from localstack.services.stepfunctions.asl.utils.boto_client import boto_client_for
 from localstack.services.stepfunctions.asl.utils.encoding import to_json_str
-from localstack.services.stepfunctions.mocking.mock_config import MockedResponse
+from localstack.services.stepfunctions.local_mocking.mock_config import LocalMockedResponse
 from localstack.utils.collections import select_from_typed_dict
 from localstack.utils.strings import to_bytes
 
@@ -42,9 +42,9 @@ def _from_payload(payload_streaming_body: IO[bytes]) -> Any | str:
         return decoded_data
 
 
-def _mocked_invoke_lambda_function(env: Environment) -> InvocationResponse:
-    mocked_response: MockedResponse = env.get_current_mocked_response()
-    eval_mocked_response(env=env, mocked_response=mocked_response)
+def _local_mocked_invoke_lambda_function(env: Environment) -> InvocationResponse:
+    mocked_response: LocalMockedResponse = env.get_current_local_mocked_response()
+    eval_local_mocked_response(env=env, mocked_response=mocked_response)
     invocation_resp: InvocationResponse = env.stack.pop()
     return invocation_resp
 
@@ -68,8 +68,8 @@ def _invoke_lambda_function(
 def execute_lambda_function_integration(
     env: Environment, parameters: dict, region: str, state_credentials: StateCredentials
 ) -> None:
-    if env.is_mocked_mode():
-        invocation_response: InvocationResponse = _mocked_invoke_lambda_function(env=env)
+    if env.is_local_mocked_mode():
+        invocation_response: InvocationResponse = _local_mocked_invoke_lambda_function(env=env)
     else:
         invocation_response: InvocationResponse = _invoke_lambda_function(
             parameters=parameters, region=region, state_credentials=state_credentials
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/mock_eval_utils.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/local_mock_eval_utils.py
similarity index 69%
rename from localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/mock_eval_utils.py
rename to localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/local_mock_eval_utils.py
index aa8a9c423f433..2ed6e2287e7a2 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/mock_eval_utils.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/local_mock_eval_utils.py
@@ -10,14 +10,16 @@
 )
 from localstack.services.stepfunctions.asl.eval.environment import Environment
 from localstack.services.stepfunctions.asl.eval.event.event_detail import EventDetails
-from localstack.services.stepfunctions.mocking.mock_config import (
-    MockedResponse,
-    MockedResponseReturn,
-    MockedResponseThrow,
+from localstack.services.stepfunctions.local_mocking.mock_config import (
+    LocalMockedResponse,
+    LocalMockedResponseReturn,
+    LocalMockedResponseThrow,
 )
 
 
-def _eval_mocked_response_throw(env: Environment, mocked_response: MockedResponseThrow) -> None:
+def _eval_mocked_response_throw(
+    env: Environment, mocked_response: LocalMockedResponseThrow
+) -> None:
     task_failed_event_details = TaskFailedEventDetails(
         error=mocked_response.error, cause=mocked_response.cause
     )
@@ -31,15 +33,17 @@ def _eval_mocked_response_throw(env: Environment, mocked_response: MockedRespons
     raise FailureEventException(failure_event=failure_event)
 
 
-def _eval_mocked_response_return(env: Environment, mocked_response: MockedResponseReturn) -> None:
+def _eval_mocked_response_return(
+    env: Environment, mocked_response: LocalMockedResponseReturn
+) -> None:
     payload_copy = copy.deepcopy(mocked_response.payload)
     env.stack.append(payload_copy)
 
 
-def eval_mocked_response(env: Environment, mocked_response: MockedResponse) -> None:
-    if isinstance(mocked_response, MockedResponseReturn):
+def eval_local_mocked_response(env: Environment, mocked_response: LocalMockedResponse) -> None:
+    if isinstance(mocked_response, LocalMockedResponseReturn):
         _eval_mocked_response_return(env=env, mocked_response=mocked_response)
-    elif isinstance(mocked_response, MockedResponseThrow):
+    elif isinstance(mocked_response, LocalMockedResponseThrow):
         _eval_mocked_response_throw(env=env, mocked_response=mocked_response)
     else:
         raise RuntimeError(f"Invalid MockedResponse type '{type(mocked_response)}'")
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service.py
index 1812657450f2e..1768833567680 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service.py
@@ -33,8 +33,8 @@
 from localstack.services.stepfunctions.asl.component.state.state_execution.state_task.credentials import (
     StateCredentials,
 )
-from localstack.services.stepfunctions.asl.component.state.state_execution.state_task.mock_eval_utils import (
-    eval_mocked_response,
+from localstack.services.stepfunctions.asl.component.state.state_execution.state_task.local_mock_eval_utils import (
+    eval_local_mocked_response,
 )
 from localstack.services.stepfunctions.asl.component.state.state_execution.state_task.service.resource import (
     ResourceRuntimePart,
@@ -47,7 +47,7 @@
 from localstack.services.stepfunctions.asl.eval.environment import Environment
 from localstack.services.stepfunctions.asl.eval.event.event_detail import EventDetails
 from localstack.services.stepfunctions.asl.utils.encoding import to_json_str
-from localstack.services.stepfunctions.mocking.mock_config import MockedResponse
+from localstack.services.stepfunctions.local_mocking.mock_config import LocalMockedResponse
 from localstack.services.stepfunctions.quotas import is_within_size_quota
 from localstack.utils.strings import camel_to_snake_case, snake_to_camel_case, to_bytes, to_str
 
@@ -356,9 +356,9 @@ def _eval_execution(self, env: Environment) -> None:
         normalised_parameters = copy.deepcopy(raw_parameters)
         self._normalise_parameters(normalised_parameters)
 
-        if env.is_mocked_mode():
-            mocked_response: MockedResponse = env.get_current_mocked_response()
-            eval_mocked_response(env=env, mocked_response=mocked_response)
+        if env.is_local_mocked_mode():
+            mocked_response: LocalMockedResponse = env.get_current_local_mocked_response()
+            eval_local_mocked_response(env=env, mocked_response=mocked_response)
         else:
             self._eval_service_task(
                 env=env,
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service_callback.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service_callback.py
index 3d219e77bed0b..99cdb6bd444c2 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service_callback.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service_callback.py
@@ -346,7 +346,7 @@ def _after_eval_execution(
                     )
                 ),
             )
-            if not env.is_mocked_mode():
+            if not env.is_local_mocked_mode() and not env.is_test_state_mocked_mode():
                 self._eval_integration_pattern(
                     env=env,
                     resource_runtime_part=resource_runtime_part,
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_fail/state_fail.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_fail/state_fail.py
index c351ac4155585..607434657cec5 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_fail/state_fail.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_fail/state_fail.py
@@ -7,6 +7,9 @@
     FailureEventException,
 )
 from localstack.services.stepfunctions.asl.component.state.state import CommonStateField
+from localstack.services.stepfunctions.asl.component.state.state_continue_with import (
+    ContinueWithEnd,
+)
 from localstack.services.stepfunctions.asl.component.state.state_fail.cause_decl import CauseDecl
 from localstack.services.stepfunctions.asl.component.state.state_fail.error_decl import ErrorDecl
 from localstack.services.stepfunctions.asl.component.state.state_props import StateProps
@@ -27,6 +30,7 @@ def from_state_props(self, state_props: StateProps) -> None:
         super().from_state_props(state_props)
         self.cause = state_props.get(CauseDecl)
         self.error = state_props.get(ErrorDecl)
+        self.continue_with = ContinueWithEnd()
 
     def _eval_state(self, env: Environment) -> None:
         task_failed_event_details = TaskFailedEventDetails()
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/test_state/state/base_mock.py b/localstack-core/localstack/services/stepfunctions/asl/component/test_state/state/base_mock.py
new file mode 100644
index 0000000000000..9b7fca127bc94
--- /dev/null
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/test_state/state/base_mock.py
@@ -0,0 +1,118 @@
+import abc
+import copy
+from typing import Generic, TypeVar
+
+from localstack.services.stepfunctions.asl.component.eval_component import EvalComponent
+from localstack.services.stepfunctions.asl.component.state.state import CommonStateField
+from localstack.services.stepfunctions.asl.component.state.state_continue_with import (
+    ContinueWithNext,
+)
+from localstack.services.stepfunctions.asl.eval.test_state.environment import TestStateEnvironment
+from localstack.services.stepfunctions.asl.utils.encoding import to_json_str
+from localstack.services.stepfunctions.backend.test_state.test_state_mock import (
+    TestStateResponseReturn,
+    TestStateResponseThrow,
+    eval_mocked_response_throw,
+)
+
+T = TypeVar("T", bound=CommonStateField)
+
+
+class MockedBaseState(Generic[T], abc.ABC):
+    is_single_state: bool
+    _wrapped: T
+
+    def __init__(self, wrapped: T):
+        super().__init__()
+        self._wrapped = wrapped
+        self.apply_patches()
+
+    def apply_patches(self):
+        self._apply_patches()
+
+        original_eval_body = self._wrapped._eval_body
+        self._wrapped._eval_body = self.wrap_with_post_return(
+            original_eval_body, self.stop_execution
+        )
+
+    @abc.abstractmethod
+    def _apply_patches(self): ...
+
+    @classmethod
+    def wrap(cls, state: T, is_single_state: bool = False) -> T:
+        cls.is_single_state = is_single_state
+        cls._wrapped = state
+        return cls(state)._wrapped
+
+    def __getattr__(self, attr: str):
+        return getattr(self._wrapped, attr)
+
+    @classmethod
+    def before_mock(self, env: TestStateEnvironment):
+        return
+
+    @classmethod
+    def do_mock(self, env: TestStateEnvironment):
+        mocked_response = env.mock.get_next_result()
+        if not mocked_response:
+            return
+
+        if isinstance(mocked_response, TestStateResponseThrow):
+            eval_mocked_response_throw(env, mocked_response)
+            return
+
+        if isinstance(mocked_response, TestStateResponseReturn):
+            result_copy = copy.deepcopy(mocked_response.payload)
+            env.stack.append(result_copy)
+
+    @classmethod
+    def after_mock(self, env: TestStateEnvironment):
+        return
+
+    @classmethod
+    def wrap_with_mock(cls, original_method):
+        def wrapper(env: TestStateEnvironment, *args, **kwargs):
+            if not env.mock.is_mocked():
+                original_method(env, *args, **kwargs)
+                return
+
+            cls.before_mock(env)
+            try:
+                cls.do_mock(env)
+            finally:
+                cls.after_mock(env)
+
+        return wrapper
+
+    @staticmethod
+    def wrap_with_post_return(method, post_return_fn):
+        def wrapper(env: TestStateEnvironment, *args, **kwargs):
+            try:
+                method(env, *args, **kwargs)
+            finally:
+                post_return_fn(env)
+
+        return wrapper
+
+    @staticmethod
+    def _eval_with_inspect(component: EvalComponent, key: str):
+        if not component:
+            return
+
+        eval_body_fn = component._eval_body
+
+        def _update(env: TestStateEnvironment, *args, **kwargs):
+            # if inspectionData already populated, don't execute again
+            if key in env.inspection_data:
+                return
+
+            eval_body_fn(env, *args, **kwargs)
+            result = env.stack[-1]
+            env.inspection_data[key] = to_json_str(result)
+
+        component._eval_body = MockedBaseState.wrap_with_post_return(eval_body_fn, _update)
+
+    def stop_execution(self, env: TestStateEnvironment):
+        if isinstance(self._wrapped.continue_with, ContinueWithNext):
+            if next_state := self._wrapped.continue_with.next_state:
+                env.set_choice_selected(next_state.name)
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/test_state/state/common.py b/localstack-core/localstack/services/stepfunctions/asl/component/test_state/state/common.py
new file mode 100644
index 0000000000000..463acc06694e6
--- /dev/null
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/test_state/state/common.py
@@ -0,0 +1,82 @@
+from localstack.services.stepfunctions.asl.component.state.state import CommonStateField
+from localstack.services.stepfunctions.asl.component.state.state_choice.state_choice import (
+    StateChoice,
+)
+from localstack.services.stepfunctions.asl.component.state.state_continue_with import (
+    ContinueWithEnd,
+)
+from localstack.services.stepfunctions.asl.component.state.state_fail.state_fail import StateFail
+from localstack.services.stepfunctions.asl.component.state.state_pass.state_pass import StatePass
+from localstack.services.stepfunctions.asl.component.state.state_succeed.state_succeed import (
+    StateSucceed,
+)
+from localstack.services.stepfunctions.asl.component.test_state.state.base_mock import (
+    MockedBaseState,
+)
+from localstack.services.stepfunctions.asl.eval.test_state.environment import TestStateEnvironment
+
+
+class MockedCommonState(MockedBaseState[CommonStateField]):
+    def add_inspection_data(self, env: TestStateEnvironment):
+        state = self._wrapped
+
+        if not isinstance(state, StatePass):
+            if not self.is_single_state:
+                return
+
+            if "afterInputPath" not in env.inspection_data:
+                env.inspection_data["afterInputPath"] = env.states.get_input()
+            return
+
+        # If not a terminal state, only populate inspection data from pre-processor.
+        if not isinstance(self._wrapped.continue_with, ContinueWithEnd):
+            return
+
+        if state.result:
+            # TODO: investigate interactions between these inspectionData field types.
+            # i.e parity tests shows that if "Result" is defined, 'afterInputPath' and 'afterParameters'
+            # cannot be present in the inspection data.
+            env.inspection_data.pop("afterInputPath", None)
+            env.inspection_data.pop("afterParameters", None)
+
+            if "afterResultSelector" not in env.inspection_data:
+                env.inspection_data["afterResultSelector"] = state.result.result_obj
+
+            if "afterResultPath" not in env.inspection_data:
+                env.inspection_data["afterResultPath"] = env.inspection_data.get(
+                    "afterResultSelector", env.states.get_input()
+                )
+            return
+
+        if "afterInputPath" not in env.inspection_data:
+            env.inspection_data["afterInputPath"] = env.states.get_input()
+
+        if "afterParameters" not in env.inspection_data:
+            env.inspection_data["afterParameters"] = env.inspection_data.get(
+                "afterInputPath", env.states.get_input()
+            )
+
+        if "afterResultSelector" not in env.inspection_data:
+            env.inspection_data["afterResultSelector"] = env.inspection_data["afterParameters"]
+
+        if "afterResultPath" not in env.inspection_data:
+            env.inspection_data["afterResultPath"] = env.inspection_data.get(
+                "afterResultSelector", env.states.get_input()
+            )
+
+    def _apply_patches(self):
+        if not isinstance(self._wrapped, (StatePass, StateFail, StateChoice, StateSucceed)):
+            raise ValueError("Needs to be a Pass, Fail, Choice, or Succeed state.")
+
+        original_eval_body = self.wrap_with_mock(self._wrapped._eval_body)
+
+        def mock_eval_execution(env: TestStateEnvironment):
+            original_eval_body(env)
+            env.set_choice_selected(env.next_state_name)
+
+        mock_eval_execution = self.wrap_with_post_return(
+            method=mock_eval_execution,
+            post_return_fn=self.add_inspection_data,
+        )
+
+        self._wrapped._eval_body = mock_eval_execution
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/test_state/state/execution.py b/localstack-core/localstack/services/stepfunctions/asl/component/test_state/state/execution.py
new file mode 100644
index 0000000000000..f7f1e51007102
--- /dev/null
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/test_state/state/execution.py
@@ -0,0 +1,139 @@
+from collections.abc import Callable
+from functools import partial
+
+from localstack.services.stepfunctions.asl.component.common.catch.catcher_outcome import (
+    CatcherOutcomeCaught,
+)
+from localstack.services.stepfunctions.asl.component.common.error_name.failure_event import (
+    FailureEvent,
+)
+from localstack.services.stepfunctions.asl.component.common.query_language import (
+    QueryLanguageMode,
+)
+from localstack.services.stepfunctions.asl.component.common.retry.retrier_decl import RetrierDecl
+from localstack.services.stepfunctions.asl.component.common.retry.retrier_outcome import (
+    RetrierOutcome,
+)
+from localstack.services.stepfunctions.asl.component.common.retry.retry_outcome import RetryOutcome
+from localstack.services.stepfunctions.asl.component.state.state_execution.execute_state import (
+    ExecutionState,
+)
+from localstack.services.stepfunctions.asl.component.test_state.state.base_mock import (
+    MockedBaseState,
+)
+from localstack.services.stepfunctions.asl.eval.test_state.environment import TestStateEnvironment
+from localstack.services.stepfunctions.asl.utils.encoding import to_json_str
+
+
+class MockedStateExecution(MockedBaseState[ExecutionState]):
+    def add_inspection_data(self, env: TestStateEnvironment):
+        if self._wrapped.query_language.query_language_mode == QueryLanguageMode.JSONPath:
+            if "afterResultSelector" not in env.inspection_data:
+                # HACK: A DistributedItemProcessorEvalInput is added to the stack and never popped off
+                # during an error case. So we need to check the inspected value is correct before
+                # adding it to our inspectionData.
+                if isinstance(env.stack[-1], (dict, str, int, float)):
+                    env.inspection_data["afterResultSelector"] = to_json_str(env.stack[-1])
+
+        if catch := self._wrapped.catch:
+            for ind, catcher in enumerate(catch.catchers):
+                original_fn = catcher._eval_body
+                catcher._eval_body = self.with_catch_state_id(original_fn, ind)
+
+        if retry := self._wrapped.retry:
+            for ind, retrier in enumerate(retry.retriers):
+                original_fn = retrier._eval_body
+                retrier._eval_body = self.with_retry_state_id(retrier, ind)
+
+    def _apply_patches(self):
+        if not isinstance(self._wrapped, ExecutionState):
+            raise ValueError("Can only apply MockedStateExecution patches to an ExecutionState")
+        state = self._wrapped
+
+        if state.query_language.query_language_mode == QueryLanguageMode.JSONPath:
+            self._eval_with_inspect(self._wrapped.input_path, "afterInputPath")
+            self._eval_with_inspect(self._wrapped.result_path, "afterResultPath")
+
+        self._eval_with_inspect(self._wrapped.result_selector, "afterResultSelector")
+        original_eval_execution = self._wrapped._eval_execution
+
+        if self._wrapped.catch:
+            original_fn = self._wrapped._handle_catch
+            self._wrapped._handle_catch = partial(self._handle_catch, original_fn)
+
+        if self._wrapped.retry:
+            original_fn = self._wrapped._handle_retry
+            self._wrapped._handle_retry = partial(self._handle_retry, original_fn)
+
+        self._wrapped._eval_execution = self.wrap_with_post_return(
+            method=original_eval_execution,
+            post_return_fn=self.add_inspection_data,
+        )
+
+    @staticmethod
+    def with_catch_state_id(
+        original_eval_body: Callable[[TestStateEnvironment], None], state_id: int
+    ) -> Callable[[TestStateEnvironment], None]:
+        def _wrapped(env: TestStateEnvironment):
+            original_eval_body(env)
+
+            if isinstance(env.stack[-1], CatcherOutcomeCaught):
+                if not (error_details := env.inspection_data.get("errorDetails")):
+                    error_details = env.inspection_data["errorDetails"] = {}
+
+                error_details["catchIndex"] = state_id
+
+        return _wrapped
+
+    @staticmethod
+    def with_retry_state_id(
+        retrier: RetrierDecl, state_id: int
+    ) -> Callable[[TestStateEnvironment], None]:
+        original_retrier_eval_body = retrier._eval_body
+
+        def _wrapped(env: TestStateEnvironment):
+            if (retry_count := env.mock._state_configuration.get("retrierRetryCount", 0)) > 0:
+                retrier.max_attempts._store_attempt_number(env, retry_count - 1)
+
+            original_retrier_eval_body(env)
+
+            if not (error_details := env.inspection_data.get("errorDetails")):
+                error_details = env.inspection_data["errorDetails"] = {}
+
+            error_details["retryIndex"] = state_id
+            if env.stack[-1] == RetrierOutcome.Executed:
+                # TODO(gregfurman): Ideally, retryBackoffIntervalSeconds should be written to inspectionData
+                # within the retrier.backoff_rate decleration (perhaps at _access_next_multiplier).
+                rate = retrier.backoff_rate.rate
+                interval = retrier.interval_seconds.seconds
+                error_details["retryBackoffIntervalSeconds"] = int(interval * (rate**retry_count))
+
+        return _wrapped
+
+    @staticmethod
+    def _handle_catch(
+        original_handle_catch: Callable[[TestStateEnvironment, FailureEvent], None],
+        env: TestStateEnvironment,
+        failure_event: FailureEvent,
+    ) -> None:
+        original_handle_catch(env, failure_event)
+
+        spec: dict[str, str] = ExecutionState._construct_error_output_value(failure_event)
+        error, cause = spec.get("Error"), spec.get("Cause")
+
+        env.set_caught_error(env.next_state_name, error, cause)
+
+    @staticmethod
+    def _handle_retry(
+        original_handle_retry: Callable[[TestStateEnvironment, FailureEvent], RetryOutcome],
+        env: TestStateEnvironment,
+        failure_event: FailureEvent,
+    ) -> RetryOutcome:
+        res = original_handle_retry(env, failure_event)
+
+        spec: dict[str, str] = ExecutionState._construct_error_output_value(failure_event)
+        error, cause = spec.get("Error"), spec.get("Cause")
+
+        if res == RetryOutcome.CanRetry:
+            env.set_retriable_error(error, cause)
+        return res
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/test_state/state/map.py b/localstack-core/localstack/services/stepfunctions/asl/component/test_state/state/map.py
new file mode 100644
index 0000000000000..c0307f464aba7
--- /dev/null
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/test_state/state/map.py
@@ -0,0 +1,77 @@
+from localstack.services.stepfunctions.asl.component.common.error_name.states_error_name_type import (
+    StatesErrorNameType,
+)
+from localstack.services.stepfunctions.asl.component.common.query_language import (
+    QueryLanguageMode,
+)
+from localstack.services.stepfunctions.asl.component.state.state_execution.state_map.state_map import (
+    StateMap,
+)
+from localstack.services.stepfunctions.asl.component.test_state.state.base_mock import (
+    MockedBaseState,
+)
+from localstack.services.stepfunctions.asl.component.test_state.state.execution import (
+    MockedStateExecution,
+)
+from localstack.services.stepfunctions.asl.eval.test_state.environment import TestStateEnvironment
+from localstack.services.stepfunctions.backend.test_state.test_state_mock import (
+    TestStateResponseThrow,
+)
+
+
+class MockedStateMap(MockedBaseState[StateMap]):
+    def add_inspection_data(self, env: TestStateEnvironment):
+        if tolerated_failure_percentage := env.inspection_data.get("toleratedFailurePercentage"):
+            env.inspection_data["toleratedFailurePercentage"] = float(tolerated_failure_percentage)
+
+        if tolerated_failure_count := env.inspection_data.get("toleratedFailureCount"):
+            env.inspection_data["toleratedFailureCount"] = int(tolerated_failure_count)
+
+    @classmethod
+    def before_mock(cls, env: TestStateEnvironment):
+        if not env.mock or not env.mock._state_configuration:
+            return
+
+        if not cls._wrapped.catch and not cls._wrapped.retry:
+            return
+
+        if failure_count := env.mock._state_configuration.get("mapIterationFailureCount"):
+            max_failure_count = (
+                cls._wrapped.tolerated_failure_count_decl._eval_tolerated_failure_count(env)
+            )
+            if failure_count > max_failure_count:
+                error_response = TestStateResponseThrow(
+                    error=StatesErrorNameType.StatesExceedToleratedFailureThreshold.to_name(),
+                    cause="The specified tolerated failure threshold was exceeded",
+                )
+                env.mock.add_result(error_response)
+                return
+
+    def _apply_patches(self):
+        self._wrapped = MockedStateExecution.wrap(self._wrapped)
+
+        if self._wrapped.query_language.query_language_mode == QueryLanguageMode.JSONPath:
+            self._eval_with_inspect(self._wrapped.items_path, "afterInputPath")
+            self._eval_with_inspect(self._wrapped.item_selector, "afterItemsSelector")
+
+        original_eval_max_concurrency = self._wrapped.max_concurrency_decl._eval_max_concurrency
+        original_iteration_component_eval_body = self._wrapped.iteration_component._eval_body
+        original_eval_execution = self._wrapped._eval_execution
+
+        # HACK(gregfurman): Ideally we should be using the "$$.Map.Item.Index" to access each item of the
+        # mocked result list. This is turning out to be quite complicated, so instead just patch the
+        # StateMap's max concurrency decleration to always eval to '1' -- making the map run in serial.
+        def mock_max_concurrency(env: TestStateEnvironment) -> int:
+            # always set concurrency to 1 but inspection data is accurate to original
+            env.inspection_data["maxConcurrency"] = original_eval_max_concurrency(env)
+            return 1
+
+        self._wrapped._eval_execution = self.wrap_with_post_return(
+            method=original_eval_execution,
+            post_return_fn=self.add_inspection_data,
+        )
+
+        self._wrapped.max_concurrency_decl._eval_max_concurrency = mock_max_concurrency
+        self._wrapped.iteration_component._eval_body = self.wrap_with_mock(
+            original_iteration_component_eval_body
+        )
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/test_state/state/task.py b/localstack-core/localstack/services/stepfunctions/asl/component/test_state/state/task.py
new file mode 100644
index 0000000000000..6cfbb147fa8ac
--- /dev/null
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/test_state/state/task.py
@@ -0,0 +1,44 @@
+from localstack.services.stepfunctions.asl.component.common.query_language import (
+    QueryLanguageMode,
+)
+from localstack.services.stepfunctions.asl.component.state.state_execution.state_task.service.state_task_service import (
+    StateTaskService,
+)
+from localstack.services.stepfunctions.asl.component.state.state_execution.state_task.state_task import (
+    StateTask,
+)
+from localstack.services.stepfunctions.asl.component.test_state.state.base_mock import (
+    MockedBaseState,
+)
+from localstack.services.stepfunctions.asl.component.test_state.state.execution import (
+    MockedStateExecution,
+)
+from localstack.services.stepfunctions.asl.eval.test_state.environment import TestStateEnvironment
+from localstack.services.stepfunctions.asl.utils.encoding import to_json_str
+
+
+class MockedStateTask(MockedBaseState[StateTask]):
+    def add_inspection_data(self, env: TestStateEnvironment):
+        if self._wrapped.query_language.query_language_mode == QueryLanguageMode.JSONPath:
+            if "afterParameters" not in env.inspection_data:
+                env.inspection_data["afterParameters"] = to_json_str(env.states.get_input())
+
+    def _apply_patches(self):
+        self._wrapped = MockedStateExecution.wrap(self._wrapped)
+
+        if self._wrapped.query_language.query_language_mode == QueryLanguageMode.JSONPath:
+            self._eval_with_inspect(self._wrapped.parargs, "afterParameters")
+
+        if isinstance(self._wrapped, StateTaskService):
+            self._wrapped._eval_service_task = self.wrap_with_mock(self._wrapped._eval_service_task)
+
+        original_eval_execution = self._wrapped._eval_execution
+
+        def mock_eval_execution(env: TestStateEnvironment, *args, **kwargs):
+            original_eval_execution(env, *args, **kwargs)
+            result = to_json_str(env.stack[-1])
+            env.inspection_data["result"] = result
+
+        self._wrapped._eval_execution = self.wrap_with_post_return(
+            mock_eval_execution, self.add_inspection_data
+        )
diff --git a/localstack-core/localstack/services/stepfunctions/asl/eval/environment.py b/localstack-core/localstack/services/stepfunctions/asl/eval/environment.py
index b62dacbc055cf..8ed66bb713203 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/eval/environment.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/eval/environment.py
@@ -3,7 +3,7 @@
 import copy
 import logging
 import threading
-from typing import Any, Final, Optional
+from typing import Any, Final, Optional, Self
 
 from localstack.aws.api.stepfunctions import (
     Arn,
@@ -34,7 +34,10 @@
 from localstack.services.stepfunctions.asl.eval.states import ContextObjectData, States
 from localstack.services.stepfunctions.asl.eval.variable_store import VariableStore
 from localstack.services.stepfunctions.backend.activity import Activity
-from localstack.services.stepfunctions.mocking.mock_config import MockedResponse, MockTestCase
+from localstack.services.stepfunctions.local_mocking.mock_config import (
+    LocalMockedResponse,
+    LocalMockTestCase,
+)
 
 LOG = logging.getLogger(__name__)
 
@@ -52,7 +55,7 @@ class Environment:
     callback_pool_manager: CallbackPoolManager
     map_run_record_pool_manager: MapRunRecordPoolManager
     activity_store: Final[dict[Arn, Activity]]
-    mock_test_case: MockTestCase | None = None
+    local_mock_test_case: LocalMockTestCase | None = None
 
     _frames: Final[list[Environment]]
     _is_frame: bool = False
@@ -71,7 +74,7 @@ def __init__(
         cloud_watch_logging_session: CloudWatchLoggingSession | None,
         activity_store: dict[Arn, Activity],
         variable_store: VariableStore | None = None,
-        mock_test_case: MockTestCase | None = None,
+        local_mock_test_case: LocalMockTestCase | None = None,
     ):
         super().__init__()
         self._state_mutex = threading.RLock()
@@ -89,7 +92,7 @@ def __init__(
 
         self.activity_store = activity_store
 
-        self.mock_test_case = mock_test_case
+        self.local_mock_test_case = local_mock_test_case
 
         self._frames = []
         self._is_frame = False
@@ -101,9 +104,9 @@ def __init__(
 
     @classmethod
     def as_frame_of(
-        cls, env: Environment, event_history_frame_cache: EventHistoryContext | None = None
-    ) -> Environment:
-        return Environment.as_inner_frame_of(
+        cls, env: Self, event_history_frame_cache: EventHistoryContext | None = None
+    ) -> Self:
+        return cls.as_inner_frame_of(
             env=env,
             variable_store=env.variable_store,
             event_history_frame_cache=event_history_frame_cache,
@@ -112,10 +115,10 @@ def as_frame_of(
     @classmethod
     def as_inner_frame_of(
         cls,
-        env: Environment,
+        env: Self,
         variable_store: VariableStore,
         event_history_frame_cache: EventHistoryContext | None = None,
-    ) -> Environment:
+    ) -> Self:
         # Construct the frame's context object data.
         context = ContextObjectData(
             Execution=env.states.context_object.context_object_data["Execution"],
@@ -138,8 +141,8 @@ def as_inner_frame_of(
             cloud_watch_logging_session=env.cloud_watch_logging_session,
             activity_store=env.activity_store,
             variable_store=variable_store,
-            mock_test_case=env.mock_test_case,
         )
+        frame.local_mock_test_case = env.local_mock_test_case
         frame._is_frame = True
         frame.event_manager = env.event_manager
         if "State" in env.states.context_object.context_object_data:
@@ -267,32 +270,37 @@ def is_frame(self) -> bool:
     def is_standard_workflow(self) -> bool:
         return self.execution_type == StateMachineType.STANDARD
 
-    def is_mocked_mode(self) -> bool:
+    def is_test_state_mocked_mode(self) -> bool:
+        return False
+
+    def is_local_mocked_mode(self) -> bool:
         """
-        Returns True if the state machine is running in mock mode and the current
-        state has a defined mock configuration in the target environment or frame;
-        otherwise, returns False.
+        Returns True if:
+        - the state machine is running in Step Functions Local mode
+        - the current state has a defined Local mock configuration in the target environment or frame
+
+        Otherwise, returns False.
         """
         return (
-            self.mock_test_case is not None
-            and self.next_state_name in self.mock_test_case.state_mocked_responses
+            self.local_mock_test_case is not None
+            and self.next_state_name in self.local_mock_test_case.state_mocked_responses
         )
 
-    def get_current_mocked_response(self) -> MockedResponse:
-        if not self.is_mocked_mode():
+    def get_current_local_mocked_response(self) -> LocalMockedResponse:
+        if not self.is_local_mocked_mode():
             raise RuntimeError(
                 "Cannot retrieve mocked response: execution is not operating in mocked mode"
             )
         state_name = self.next_state_name
-        state_mocked_responses: Optional = self.mock_test_case.state_mocked_responses.get(
+        state_mocked_responses: Optional = self.local_mock_test_case.state_mocked_responses.get(
             state_name
         )
         if state_mocked_responses is None:
-            raise RuntimeError(f"No mocked response definition for state '{state_name}'")
+            raise RuntimeError(f"No Local mocked response definition for state '{state_name}'")
         retry_count = self.states.context_object.context_object_data["State"]["RetryCount"]
         if len(state_mocked_responses.mocked_responses) <= retry_count:
             raise RuntimeError(
-                f"No mocked response definition for state '{state_name}' "
+                f"No Local mocked response definition for state '{state_name}' "
                 f"and retry number '{retry_count}'"
             )
         return state_mocked_responses.mocked_responses[retry_count]
diff --git a/localstack-core/localstack/services/stepfunctions/asl/eval/states.py b/localstack-core/localstack/services/stepfunctions/asl/eval/states.py
index 813fd292b0786..85aa0711fc1ec 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/eval/states.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/eval/states.py
@@ -82,7 +82,7 @@ class States:
     context_object: Final[ContextObject]
 
     def __init__(self, context: ContextObjectData):
-        input_value = context["Execution"]["Input"]
+        input_value = context.get("Execution", {}).get("Input", {})
         self._states_data = StatesData(input=input_value, context=context)
         self.context_object = ContextObject(context_object=context)
 
diff --git a/localstack-core/localstack/services/stepfunctions/asl/eval/test_state/environment.py b/localstack-core/localstack/services/stepfunctions/asl/eval/test_state/environment.py
index 510fa534f1447..a217d5f58af16 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/eval/test_state/environment.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/eval/test_state/environment.py
@@ -1,5 +1,7 @@
 from __future__ import annotations
 
+from typing import Self
+
 from localstack.aws.api.stepfunctions import Arn, InspectionData, StateMachineType
 from localstack.services.stepfunctions.asl.eval.environment import Environment
 from localstack.services.stepfunctions.asl.eval.evaluation_details import AWSExecutionDetails
@@ -14,14 +16,18 @@
 )
 from localstack.services.stepfunctions.asl.eval.states import ContextObjectData
 from localstack.services.stepfunctions.asl.eval.test_state.program_state import (
+    ProgramCaughtError,
     ProgramChoiceSelected,
+    ProgramRetriable,
 )
 from localstack.services.stepfunctions.asl.eval.variable_store import VariableStore
 from localstack.services.stepfunctions.backend.activity import Activity
+from localstack.services.stepfunctions.backend.test_state.test_state_mock import TestStateMock
 
 
 class TestStateEnvironment(Environment):
     inspection_data: InspectionData
+    mock: TestStateMock
 
     def __init__(
         self,
@@ -31,6 +37,8 @@ def __init__(
         event_history_context: EventHistoryContext,
         activity_store: dict[Arn, Activity],
         cloud_watch_logging_session: CloudWatchLoggingSession | None = None,
+        variable_store: VariableStore | None = None,
+        mock: TestStateMock | None = None,
     ):
         super().__init__(
             aws_execution_details=aws_execution_details,
@@ -39,30 +47,43 @@ def __init__(
             event_history_context=event_history_context,
             cloud_watch_logging_session=cloud_watch_logging_session,
             activity_store=activity_store,
+            variable_store=variable_store,
         )
         self.inspection_data = InspectionData()
+        self.mock = mock
+
+    def is_test_state_mocked_mode(self) -> bool:
+        return self.mock.is_mocked()
 
+    @classmethod
     def as_frame_of(
         cls,
-        env: TestStateEnvironment,
+        env: Self,
         event_history_frame_cache: EventHistoryContext | None = None,
-    ) -> Environment:
-        frame = super().as_frame_of(env=env, event_history_frame_cache=event_history_frame_cache)
-        frame.inspection_data = env.inspection_data
-        return frame
+    ) -> Self:
+        if (mocked_context := env.mock.get_context()) is not None:
+            env.states.context_object.context_object_data = mocked_context
 
+        return cls.as_inner_frame_of(
+            env=env,
+            variable_store=env.variable_store,
+            event_history_frame_cache=event_history_frame_cache,
+        )
+
+    @classmethod
     def as_inner_frame_of(
         cls,
-        env: TestStateEnvironment,
+        env: Self,
         variable_store: VariableStore,
         event_history_frame_cache: EventHistoryContext | None = None,
-    ) -> Environment:
+    ) -> Self:
         frame = super().as_inner_frame_of(
             env=env,
             event_history_frame_cache=event_history_frame_cache,
             variable_store=variable_store,
         )
         frame.inspection_data = env.inspection_data
+        frame.mock = env.mock
         return frame
 
     def set_choice_selected(self, next_state_name: str) -> None:
@@ -71,5 +92,24 @@ def set_choice_selected(self, next_state_name: str) -> None:
                 self._program_state = ProgramChoiceSelected(next_state_name=next_state_name)
                 self.program_state_event.set()
                 self.program_state_event.clear()
-            else:
-                raise RuntimeError("Cannot set choice selected for non running ProgramState.")
+
+    def set_caught_error(self, next_state_name: str, error: str, cause: str) -> None:
+        with self._state_mutex:
+            if isinstance(self._program_state, ProgramRunning):
+                self._program_state = ProgramCaughtError(
+                    next_state_name=next_state_name,
+                    error=error,
+                    cause=cause,
+                )
+                self.program_state_event.set()
+                self.program_state_event.clear()
+
+    def set_retriable_error(self, error: str, cause: str) -> None:
+        with self._state_mutex:
+            if isinstance(self._program_state, ProgramRunning):
+                self._program_state = ProgramRetriable(
+                    error=error,
+                    cause=cause,
+                )
+                self.program_state_event.set()
+                self.program_state_event.clear()
diff --git a/localstack-core/localstack/services/stepfunctions/asl/eval/test_state/program_state.py b/localstack-core/localstack/services/stepfunctions/asl/eval/test_state/program_state.py
index d9576ceda285b..a7755633d3198 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/eval/test_state/program_state.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/eval/test_state/program_state.py
@@ -9,3 +9,25 @@ class ProgramChoiceSelected(ProgramState):
     def __init__(self, next_state_name: str):
         super().__init__()
         self.next_state_name = next_state_name
+
+
+class ProgramCaughtError(ProgramState):
+    next_state_name: Final[str]
+    error: Final[str]
+    cause: Final[str]
+
+    def __init__(self, next_state_name: str, error: str, cause: str):
+        super().__init__()
+        self.next_state_name = next_state_name
+        self.error = error
+        self.cause = cause
+
+
+class ProgramRetriable(ProgramState):
+    error: Final[str]
+    cause: Final[str]
+
+    def __init__(self, error: str, cause: str):
+        super().__init__()
+        self.error = error
+        self.cause = cause
diff --git a/localstack-core/localstack/services/stepfunctions/asl/jsonata/jsonata.py b/localstack-core/localstack/services/stepfunctions/asl/jsonata/jsonata.py
index 9d18ba33e2cd5..61975a9c947ef 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/jsonata/jsonata.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/jsonata/jsonata.py
@@ -33,7 +33,11 @@
     #    allowing escapes
     r"(?:\"(?:\\.|[^\"\\])*\"|\'(?:\\.|[^\'\\])*\')"
     r"|"
-    # 3) Capturing branch for $$, $identifier[.prop…], or lone $
+    # 3) Non-capturing branch for bracket expressions [...]
+    #    Consume these to avoid capturing $ inside them
+    r"(?:\[[^\[\]]*\])"
+    r"|"
+    # 4) Capturing branch for $$, $identifier[.prop…], or lone $
     r"(\$\$|\$[A-Za-z0-9_$]+(?:\.[A-Za-z0-9_][A-Za-z0-9_$]*)*|\$)"
 )
 
diff --git a/localstack-core/localstack/services/stepfunctions/asl/parse/test_state/asl_parser.py b/localstack-core/localstack/services/stepfunctions/asl/parse/test_state/asl_parser.py
index d4c4b8b3ef582..3616984ea08fa 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/parse/test_state/asl_parser.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/parse/test_state/asl_parser.py
@@ -15,7 +15,9 @@
 
 class TestStateAmazonStateLanguageParser(AmazonStateLanguageParser):
     @staticmethod
-    def parse(definition: str) -> tuple[EvalComponent, ParserRuleContext]:
+    def parse(
+        definition: str, state_name: str | None = None
+    ) -> tuple[EvalComponent, ParserRuleContext]:
         # Attempt to build the AST and look out for syntax errors.
         syntax_error_listener = SyntaxErrorListener()
 
@@ -25,15 +27,14 @@ def parse(definition: str) -> tuple[EvalComponent, ParserRuleContext]:
         parser = ASLParser(stream)
         parser.removeErrorListeners()
         parser.addErrorListener(syntax_error_listener)
-        # Unlike the main Program parser, TestState parsing occurs at a state declaration level.
-        tree = parser.state_decl_body()
 
+        tree = parser.state_machine() if state_name else parser.state_decl_body()
         errors = syntax_error_listener.errors
         if errors:
             raise ASLParserException(errors=errors)
 
         # Attempt to preprocess the AST into evaluation components.
         preprocessor = TestStatePreprocessor()
-        test_state_program = preprocessor.visit(tree)
+        test_state_program = preprocessor.to_test_state_program(tree, state_name)
 
         return test_state_program, tree
diff --git a/localstack-core/localstack/services/stepfunctions/asl/parse/test_state/preprocessor.py b/localstack-core/localstack/services/stepfunctions/asl/parse/test_state/preprocessor.py
index 0565f74a67a55..b86cf12750c38 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/parse/test_state/preprocessor.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/parse/test_state/preprocessor.py
@@ -1,9 +1,19 @@
 import enum
 from typing import Final
 
+from antlr4.tree.Tree import ParseTree
+
 from localstack.services.stepfunctions.asl.antlr.runtime.ASLParser import ASLParser
-from localstack.services.stepfunctions.asl.component.common.parargs import Parameters
+from localstack.services.stepfunctions.asl.antlt4utils.antlr4utils import (
+    is_production,
+)
+from localstack.services.stepfunctions.asl.component.common.parargs import (
+    ArgumentsJSONataTemplateValueObject,
+    ArgumentsStringJSONata,
+    Parameters,
+)
 from localstack.services.stepfunctions.asl.component.common.path.input_path import InputPath
+from localstack.services.stepfunctions.asl.component.common.path.items_path import ItemsPath
 from localstack.services.stepfunctions.asl.component.common.path.result_path import ResultPath
 from localstack.services.stepfunctions.asl.component.common.query_language import QueryLanguage
 from localstack.services.stepfunctions.asl.component.common.result_selector import ResultSelector
@@ -11,13 +21,43 @@
 from localstack.services.stepfunctions.asl.component.state.state_choice.state_choice import (
     StateChoice,
 )
-from localstack.services.stepfunctions.asl.component.state.state_execution.execute_state import (
-    ExecutionState,
+from localstack.services.stepfunctions.asl.component.state.state_execution.state_map.max_concurrency import (
+    MaxConcurrency,
+    MaxConcurrencyJSONata,
+    MaxConcurrencyPath,
+)
+from localstack.services.stepfunctions.asl.component.state.state_execution.state_map.state_map import (
+    StateMap,
 )
+from localstack.services.stepfunctions.asl.component.state.state_execution.state_map.tolerated_failure import (
+    ToleratedFailureCountInt,
+    ToleratedFailureCountPath,
+    ToleratedFailureCountStringJSONata,
+    ToleratedFailurePercentage,
+    ToleratedFailurePercentagePath,
+    ToleratedFailurePercentageStringJSONata,
+)
+from localstack.services.stepfunctions.asl.component.state.state_execution.state_task.state_task import (
+    StateTask,
+)
+from localstack.services.stepfunctions.asl.component.state.state_fail.state_fail import StateFail
 from localstack.services.stepfunctions.asl.component.state.state_pass.result import Result
+from localstack.services.stepfunctions.asl.component.state.state_pass.state_pass import StatePass
+from localstack.services.stepfunctions.asl.component.state.state_succeed.state_succeed import (
+    StateSucceed,
+)
 from localstack.services.stepfunctions.asl.component.test_state.program.test_state_program import (
     TestStateProgram,
 )
+from localstack.services.stepfunctions.asl.component.test_state.state.common import (
+    MockedCommonState,
+)
+from localstack.services.stepfunctions.asl.component.test_state.state.map import (
+    MockedStateMap,
+)
+from localstack.services.stepfunctions.asl.component.test_state.state.task import (
+    MockedStateTask,
+)
 from localstack.services.stepfunctions.asl.component.test_state.state.test_state_state_props import (
     TestStateStateProps,
 )
@@ -30,63 +70,96 @@ class InspectionDataKey(enum.Enum):
     INPUT = "input"
     AFTER_INPUT_PATH = "afterInputPath"
     AFTER_PARAMETERS = "afterParameters"
+    AFTER_ARGUMENTS = "afterArguments"
     RESULT = "result"
     AFTER_RESULT_SELECTOR = "afterResultSelector"
     AFTER_RESULT_PATH = "afterResultPath"
+    AFTER_ITEMS_PATH = "afterItemsPath"
     REQUEST = "request"
     RESPONSE = "response"
 
-
-def _decorated_updated_choice_inspection_data(method):
-    def wrapper(env: TestStateEnvironment, *args, **kwargs):
-        method(env, *args, **kwargs)
-        env.set_choice_selected(env.next_state_name)
-
-    return wrapper
+    MAX_CONCURRENCY = "maxConcurrency"
+    TOLERATED_FAILURE_COUNT = "toleratedFailureCount"
+    TOLERATED_FAILURE_PERCENTAGE = "toleratedFailurePercentage"
 
 
 def _decorated_updates_inspection_data(method, inspection_data_key: InspectionDataKey):
     def wrapper(env: TestStateEnvironment, *args, **kwargs):
         method(env, *args, **kwargs)
-        result = to_json_str(env.stack[-1])
+        result = env.stack[-1]
+        if not isinstance(result, (int, float)):
+            result = to_json_str(result)
         # We know that the enum value used here corresponds to a supported inspection data field by design.
         env.inspection_data[inspection_data_key.value] = result  # noqa
 
     return wrapper
 
 
-def _decorate_state_field(state_field: CommonStateField) -> None:
-    if isinstance(state_field, ExecutionState):
-        state_field._eval_execution = _decorated_updates_inspection_data(
-            # As part of the decoration process, we intentionally access this protected member
-            # to facilitate the decorator's functionality.
-            method=state_field._eval_execution,  # noqa
-            inspection_data_key=InspectionDataKey.RESULT,
-        )
-    elif isinstance(state_field, StateChoice):
-        state_field._eval_body = _decorated_updated_choice_inspection_data(
-            # As part of the decoration process, we intentionally access this protected member
-            # to facilitate the decorator's functionality.
-            method=state_field._eval_body  # noqa
-        )
+def _decorate_state_field(state_field: CommonStateField, is_single_state: bool = False) -> None:
+    if isinstance(state_field, StateMap):
+        MockedStateMap.wrap(state_field, is_single_state)
+    elif isinstance(state_field, StateTask):
+        MockedStateTask.wrap(state_field, is_single_state)
+    elif isinstance(state_field, (StateChoice, StatePass, StateFail, StateSucceed)):
+        MockedCommonState.wrap(state_field, is_single_state)
+
+
+def find_state(state_name: str, states: dict[str, CommonStateField]) -> CommonStateField | None:
+    if state_name in states:
+        return states[state_name]
+
+    for state in states.values():
+        if isinstance(state, StateMap):
+            found_state = find_state(state_name, state.iteration_component._states.states)
+            if found_state:
+                return found_state
 
 
 class TestStatePreprocessor(Preprocessor):
-    STATE_NAME: Final[str] = "TestState"
+    STATE_NAME: Final[str] = "StateName"
+    _state_name_stack: list[str] = []
+
+    def to_test_state_program(
+        self, tree: ParseTree, state_name: str | None = None
+    ) -> TestStateProgram:
+        if is_production(tree, ASLParser.RULE_state_machine):
+            # full definition passed in
+            program = self.visitState_machine(ctx=tree)
+            state_field = find_state(state_name, program.states.states)
+            _decorate_state_field(state_field, False)
+            return TestStateProgram(state_field)
+
+        if is_production(tree, ASLParser.RULE_state_decl_body):
+            # single state case
+            state_props = self.visitState_decl_body(ctx=tree)
+            state_field = self._common_state_field_of(state_props=state_props)
+            _decorate_state_field(state_field, True)
+            return TestStateProgram(state_field)
 
-    def visitState_decl_body(self, ctx: ASLParser.State_decl_bodyContext) -> TestStateProgram:
+        return super().visit(tree)
+
+    def visitState_decl(self, ctx: ASLParser.State_declContext) -> CommonStateField:
+        # if we are parsing a full state machine, we need to record the state_name prior to stepping
+        # into the state body definition.
+        state_name = self._inner_string_of(parser_rule_context=ctx.string_literal())
+        self._state_name_stack.append(state_name)
+        state_props: TestStateStateProps = self.visit(ctx.state_decl_body())
+        state_field = self._common_state_field_of(state_props=state_props)
+        return state_field
+
+    def visitState_decl_body(self, ctx: ASLParser.State_decl_bodyContext) -> TestStateStateProps:
         self._open_query_language_scope(ctx)
         state_props = TestStateStateProps()
-        state_props.name = self.STATE_NAME
+        state_props.name = (
+            self._state_name_stack.pop(-1) if self._state_name_stack else self.STATE_NAME
+        )
         for child in ctx.children:
             cmp = self.visit(child)
             state_props.add(cmp)
-        state_field = self._common_state_field_of(state_props=state_props)
         if state_props.get(QueryLanguage) is None:
             state_props.add(self._get_current_query_language())
-        _decorate_state_field(state_field)
         self._close_query_language_scope()
-        return TestStateProgram(state_field)
+        return state_props
 
     def visitInput_path_decl(self, ctx: ASLParser.Input_path_declContext) -> InputPath:
         input_path: InputPath = super().visitInput_path_decl(ctx=ctx)
@@ -129,3 +202,121 @@ def visitResult_decl(self, ctx: ASLParser.Result_declContext) -> Result:
             inspection_data_key=InspectionDataKey.RESULT,  # noqa
         )
         return result
+
+    def visitMax_concurrency_int(self, ctx: ASLParser.Max_concurrency_intContext) -> MaxConcurrency:
+        max_concurrency: MaxConcurrency = super().visitMax_concurrency_int(ctx)
+        max_concurrency._eval_body = _decorated_updates_inspection_data(
+            method=max_concurrency._eval_body,
+            inspection_data_key=InspectionDataKey.MAX_CONCURRENCY,  # noqa
+        )
+        return max_concurrency
+
+    def visitMax_concurrency_jsonata(
+        self, ctx: ASLParser.Max_concurrency_jsonataContext
+    ) -> MaxConcurrencyJSONata:
+        max_concurrency_jsonata: MaxConcurrencyJSONata = super().visitMax_concurrency_jsonata(ctx)
+        max_concurrency_jsonata._eval_body = _decorated_updates_inspection_data(
+            method=max_concurrency_jsonata._eval_body,
+            inspection_data_key=InspectionDataKey.MAX_CONCURRENCY,  # noqa
+        )
+        return max_concurrency_jsonata
+
+    def visitMax_concurrency_path(
+        self, ctx: ASLParser.Max_concurrency_declContext
+    ) -> MaxConcurrencyPath:
+        max_concurrency_path: MaxConcurrencyPath = super().visitMax_concurrency_path(ctx)
+        max_concurrency_path._eval_body = _decorated_updates_inspection_data(
+            method=max_concurrency_path._eval_body,
+            inspection_data_key=InspectionDataKey.MAX_CONCURRENCY,  # noqa
+        )
+        return max_concurrency_path
+
+    def visitTolerated_failure_count_int(self, ctx) -> ToleratedFailureCountInt:
+        tolerated_failure_count: ToleratedFailureCountInt = (
+            super().visitTolerated_failure_count_int(ctx)
+        )
+        tolerated_failure_count._eval_body = _decorated_updates_inspection_data(
+            method=tolerated_failure_count._eval_body,
+            inspection_data_key=InspectionDataKey.TOLERATED_FAILURE_COUNT,
+        )
+        return tolerated_failure_count
+
+    def visitTolerated_failure_count_path(self, ctx) -> ToleratedFailureCountPath:
+        tolerated_failure_count_path: ToleratedFailureCountPath = (
+            super().visitTolerated_failure_count_path(ctx)
+        )
+        tolerated_failure_count_path._eval_body = _decorated_updates_inspection_data(
+            method=tolerated_failure_count_path._eval_body,
+            inspection_data_key=InspectionDataKey.TOLERATED_FAILURE_COUNT,
+        )
+        return tolerated_failure_count_path
+
+    def visitTolerated_failure_count_string_jsonata(
+        self, ctx
+    ) -> ToleratedFailureCountStringJSONata:
+        tolerated_failure_count_jsonata: ToleratedFailureCountStringJSONata = (
+            super().visitTolerated_failure_count_string_jsonata(ctx)
+        )
+        tolerated_failure_count_jsonata._eval_body = _decorated_updates_inspection_data(
+            method=tolerated_failure_count_jsonata._eval_body,
+            inspection_data_key=InspectionDataKey.TOLERATED_FAILURE_COUNT,
+        )
+        return tolerated_failure_count_jsonata
+
+    def visitTolerated_failure_percentage_number(self, ctx) -> ToleratedFailurePercentage:
+        tolerated_failure_percentage: ToleratedFailurePercentage = (
+            super().visitTolerated_failure_percentage_number(ctx)
+        )
+        tolerated_failure_percentage._eval_body = _decorated_updates_inspection_data(
+            method=tolerated_failure_percentage._eval_body,
+            inspection_data_key=InspectionDataKey.TOLERATED_FAILURE_PERCENTAGE,
+        )
+        return tolerated_failure_percentage
+
+    def visitTolerated_failure_percentage_path(self, ctx) -> ToleratedFailurePercentagePath:
+        tolerated_failure_percentage_path: ToleratedFailurePercentagePath = (
+            super().visitTolerated_failure_percentage_path(ctx)
+        )
+        tolerated_failure_percentage_path._eval_body = _decorated_updates_inspection_data(
+            method=tolerated_failure_percentage_path._eval_body,
+            inspection_data_key=InspectionDataKey.TOLERATED_FAILURE_PERCENTAGE,
+        )
+        return tolerated_failure_percentage_path
+
+    def visitTolerated_failure_percentage_string_jsonata(
+        self, ctx
+    ) -> ToleratedFailurePercentageStringJSONata:
+        tolerated_failure_percentage_jsonata: ToleratedFailurePercentageStringJSONata = (
+            super().visitTolerated_failure_percentage_string_jsonata(ctx)
+        )
+        tolerated_failure_percentage_jsonata._eval_body = _decorated_updates_inspection_data(
+            method=tolerated_failure_percentage_jsonata._eval_body,
+            inspection_data_key=InspectionDataKey.TOLERATED_FAILURE_PERCENTAGE,
+        )
+        return tolerated_failure_percentage_jsonata
+
+    def visitItems_path_decl(self, ctx) -> ItemsPath:
+        items_path: ItemsPath = super().visitItems_path_decl(ctx)
+        items_path._eval_body = _decorated_updates_inspection_data(
+            method=items_path._eval_body,
+            inspection_data_key=InspectionDataKey.AFTER_ITEMS_PATH,
+        )
+        return items_path
+
+    def visitArguments_string_jsonata(self, ctx):
+        arguments: ArgumentsStringJSONata = super().visitArguments_string_jsonata(ctx)
+        arguments._eval_body = _decorated_updates_inspection_data(
+            method=arguments._eval_body,
+            inspection_data_key=InspectionDataKey.AFTER_ARGUMENTS,
+        )
+        return arguments
+
+    def visitArguments_jsonata_template_value_object(self, ctx):
+        arguments: ArgumentsJSONataTemplateValueObject = (
+            super().visitArguments_jsonata_template_value_object(ctx)
+        )
+        arguments._eval_body = _decorated_updates_inspection_data(
+            method=arguments._eval_body,
+            inspection_data_key=InspectionDataKey.AFTER_ARGUMENTS,
+        )
+        return arguments
diff --git a/localstack-core/localstack/services/stepfunctions/asl/static_analyser/test_state/test_state_analyser.py b/localstack-core/localstack/services/stepfunctions/asl/static_analyser/test_state/test_state_analyser.py
index 79cb80196b54d..23f817f7da130 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/static_analyser/test_state/test_state_analyser.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/static_analyser/test_state/test_state_analyser.py
@@ -1,12 +1,33 @@
-from typing import Final
+import json
+from typing import Any, Final
 
+# Botocore shape classes to drive validation
+from botocore.model import (
+    ListShape,
+    MapShape,
+    Shape,
+    StringShape,
+    StructureShape,
+)
+
+from localstack.aws.api.stepfunctions import (
+    Definition,
+    MockInput,
+    MockResponseValidationMode,
+    StateName,
+    ValidationException,
+)
 from localstack.services.stepfunctions.asl.antlr.runtime.ASLParser import ASLParser
-from localstack.services.stepfunctions.asl.component.state.state_execution.state_task.service.resource import (
-    ActivityResource,
-    Resource,
-    ServiceResource,
+from localstack.services.stepfunctions.asl.component.state.state_execution.state_task.service.state_task_service import (
+    StateTaskService,
+)
+from localstack.services.stepfunctions.asl.component.state.state_execution.state_task.service.state_task_service_api_gateway import (
+    StateTaskServiceApiGateway,
 )
 from localstack.services.stepfunctions.asl.component.state.state_type import StateType
+from localstack.services.stepfunctions.asl.component.test_state.program.test_state_program import (
+    TestStateProgram,
+)
 from localstack.services.stepfunctions.asl.parse.test_state.asl_parser import (
     TestStateAmazonStateLanguageParser,
 )
@@ -14,6 +35,11 @@
 
 
 class TestStateStaticAnalyser(StaticAnalyser):
+    state_name: StateName | None
+
+    def __init__(self, state_name: StateName | None = None):
+        self.state_name = state_name
+
     _SUPPORTED_STATE_TYPES: Final[set[StateType]] = {
         StateType.Task,
         StateType.Pass,
@@ -21,10 +47,147 @@ class TestStateStaticAnalyser(StaticAnalyser):
         StateType.Choice,
         StateType.Succeed,
         StateType.Fail,
+        StateType.Map,
     }
 
-    def analyse(self, definition) -> None:
-        _, parser_rule_context = TestStateAmazonStateLanguageParser.parse(definition)
+    @staticmethod
+    def is_state_in_definition(definition: Definition, state_name: StateName) -> bool:
+        test_program, _ = TestStateAmazonStateLanguageParser.parse(definition, state_name)
+        if not isinstance(test_program, TestStateProgram):
+            raise ValueError("expected parsed EvalComponent to be of type TestStateProgram")
+
+        return test_program.test_state is not None
+
+    @staticmethod
+    def validate_mock(mock_input: MockInput, definition: Definition, state_name: StateName) -> None:
+        test_program, _ = TestStateAmazonStateLanguageParser.parse(definition, state_name)
+        test_state = test_program.test_state
+
+        # apigateway:invoke: has no equivalent in the AWS SDK service integration.
+        # Hence, the validation against botocore doesn't apply.
+        # See the note in https://docs.aws.amazon.com/step-functions/latest/dg/connect-api-gateway.html
+        # TODO do custom validation for apigateway:invoke:
+        if isinstance(test_state, StateTaskServiceApiGateway):
+            return
+
+        if isinstance(test_state, StateTaskService):
+            field_validation_mode = mock_input.get(
+                "fieldValidationMode", MockResponseValidationMode.STRICT
+            )
+            mock_result_raw = mock_input.get("result")
+            if mock_result_raw is None:
+                return
+            try:
+                mock_result = json.loads(mock_result_raw)
+            except json.JSONDecodeError:
+                raise ValidationException("Mocked result must be valid JSON")
+            if mock_result is None or field_validation_mode == MockResponseValidationMode.NONE:
+                return
+
+            boto_service_name = test_state._get_boto_service_name()
+            service_action_name = test_state._get_boto_service_action()
+            output_shape = test_state._get_boto_operation_model(
+                boto_service_name=boto_service_name, service_action_name=service_action_name
+            ).output_shape
+
+            # If the operation has no output, there's nothing to validate
+            if output_shape is None:
+                return
+
+            def _raise_type_error(expected_type: str, field_name: str) -> None:
+                raise ValidationException(
+                    f"Mock result schema validation error: Field '{field_name}' must be {expected_type}"
+                )
+
+            def _validate_value(value: Any, shape: Shape, field_name: str | None = None) -> None:
+                # Document type accepts any JSON value
+                if shape.type_name == "document":
+                    return
+
+                if isinstance(shape, StructureShape):
+                    if not isinstance(value, dict):
+                        # this is a defensive check, the mock result is loaded from JSON before, so should always be a dict
+                        raise ValidationException(
+                            f"Mock result must be a valid JSON object, but got '{type(value)}' instead"
+                        )
+                    # Build a mapping from SFN-normalised member keys -> botocore member shapes
+                    members = shape.members
+                    sfn_key_to_member_shape: dict[str, Shape] = {
+                        StateTaskService._to_sfn_cased(member_key): member_shape
+                        for member_key, member_shape in members.items()
+                    }
+                    if field_validation_mode == MockResponseValidationMode.STRICT:
+                        # Ensure required members are present, using SFN-normalised keys
+                        for required_key in shape.required_members:
+                            sfn_required_key = StateTaskService._to_sfn_cased(required_key)
+                            if sfn_required_key not in value:
+                                raise ValidationException(
+                                    f"Mock result schema validation error: Required field '{sfn_required_key}' is missing"
+                                )
+                    # Validate present fields (match SFN-normalised keys to member shapes)
+                    for mock_field_name, mock_field_value in value.items():
+                        member_shape = sfn_key_to_member_shape.get(mock_field_name)
+                        if member_shape is None:
+                            # Fields that are present in mock but are not in the API spec should not raise validation errors - forward compatibility
+                            continue
+                        _validate_value(mock_field_value, member_shape, mock_field_name)
+                    return
+
+                if isinstance(shape, ListShape):
+                    if not isinstance(value, list):
+                        _raise_type_error("an array", field_name)
+                    member_shape = shape.member
+                    for list_item in value:
+                        _validate_value(list_item, member_shape, field_name)
+                    return
+
+                if isinstance(shape, MapShape):
+                    if not isinstance(value, dict):
+                        _raise_type_error("an object", field_name)
+                    value_shape = shape.value
+                    for _, map_item_value in value.items():
+                        _validate_value(map_item_value, value_shape, field_name)
+                    return
+
+                # Primitive shapes and others
+                type_name = shape.type_name
+                match type_name:
+                    case "string" | "timestamp":
+                        if not isinstance(value, str):
+                            _raise_type_error("a string", field_name)
+                        # Validate enum if present
+                        if isinstance(shape, StringShape):
+                            enum = getattr(shape, "enum", None)
+                            if enum and value not in enum:
+                                raise ValidationException(
+                                    f"Mock result schema validation error: Field '{field_name}' is not an expected value"
+                                )
+
+                    case "integer" | "long":
+                        if not isinstance(value, int) or isinstance(value, bool):
+                            _raise_type_error("a number", field_name)
+
+                    case "float" | "double":
+                        if not (isinstance(value, (int, float)) or isinstance(value, bool)):
+                            _raise_type_error("a number", field_name)
+
+                    case "boolean":
+                        if not isinstance(value, bool):
+                            _raise_type_error("a boolean", field_name)
+
+                    case "blob":
+                        if not (isinstance(value, (str, bytes))):
+                            _raise_type_error("a string", field_name)
+
+            # Perform validation against the output shape
+            _validate_value(mock_result, output_shape)
+        # Non-service tasks or other cases: nothing to validate
+        return
+
+    def analyse(self, definition: str) -> None:
+        _, parser_rule_context = TestStateAmazonStateLanguageParser.parse(
+            definition, self.state_name
+        )
         self.visit(parser_rule_context)
 
     def visitState_type(self, ctx: ASLParser.State_typeContext) -> None:
@@ -32,18 +195,3 @@ def visitState_type(self, ctx: ASLParser.State_typeContext) -> None:
         state_type = StateType(state_type_value)
         if state_type not in self._SUPPORTED_STATE_TYPES:
             raise ValueError(f"Unsupported state type for TestState runs '{state_type}'.")
-
-    def visitResource_decl(self, ctx: ASLParser.Resource_declContext) -> None:
-        resource_str: str = ctx.string_literal().getText()[1:-1]
-        resource = Resource.from_resource_arn(resource_str)
-
-        if isinstance(resource, ActivityResource):
-            raise ValueError(
-                f"ActivityResources are not supported for TestState runs {resource_str}."
-            )
-
-        if isinstance(resource, ServiceResource):
-            if resource.condition is not None:
-                raise ValueError(
-                    f"Service integration patterns are not supported for TestState runs {resource_str}."
-                )
diff --git a/localstack-core/localstack/services/stepfunctions/backend/execution.py b/localstack-core/localstack/services/stepfunctions/backend/execution.py
index 2798bf7d479ee..a49e6368ccba0 100644
--- a/localstack-core/localstack/services/stepfunctions/backend/execution.py
+++ b/localstack-core/localstack/services/stepfunctions/backend/execution.py
@@ -59,7 +59,7 @@
     StateMachineInstance,
     StateMachineVersion,
 )
-from localstack.services.stepfunctions.mocking.mock_config import MockTestCase
+from localstack.services.stepfunctions.local_mocking.mock_config import LocalMockTestCase
 
 LOG = logging.getLogger(__name__)
 
@@ -108,7 +108,7 @@ class Execution:
     state_machine_version_arn: Final[Arn | None]
     state_machine_alias_arn: Final[Arn | None]
 
-    mock_test_case: Final[MockTestCase | None]
+    local_mock_test_case: Final[LocalMockTestCase | None]
 
     start_date: Final[Timestamp]
     input_data: Final[json | None]
@@ -144,7 +144,7 @@ def __init__(
         input_data: json | None = None,
         trace_header: TraceHeader | None = None,
         state_machine_alias_arn: Arn | None = None,
-        mock_test_case: MockTestCase | None = None,
+        local_mock_test_case: LocalMockTestCase | None = None,
     ):
         self.name = name
         self.sm_type = sm_type
@@ -173,7 +173,7 @@ def __init__(
         self.error = None
         self.cause = None
         self._activity_store = activity_store
-        self.mock_test_case = mock_test_case
+        self.local_mock_test_case = local_mock_test_case
 
     def _get_events_client(self):
         return connect_to(aws_access_key_id=self.account_id, region_name=self.region_name).events
@@ -304,7 +304,7 @@ def _get_start_execution_worker(self) -> ExecutionWorker:
             exec_comm=self._get_start_execution_worker_comm(),
             cloud_watch_logging_session=self._cloud_watch_logging_session,
             activity_store=self._activity_store,
-            mock_test_case=self.mock_test_case,
+            local_mock_test_case=self.local_mock_test_case,
         )
 
     def start(self) -> None:
@@ -391,7 +391,7 @@ def _get_start_execution_worker(self) -> SyncExecutionWorker:
             exec_comm=self._get_start_execution_worker_comm(),
             cloud_watch_logging_session=self._cloud_watch_logging_session,
             activity_store=self._activity_store,
-            mock_test_case=self.mock_test_case,
+            local_mock_test_case=self.local_mock_test_case,
         )
 
     def _get_start_execution_worker_comm(self) -> BaseExecutionWorkerCommunication:
diff --git a/localstack-core/localstack/services/stepfunctions/backend/execution_worker.py b/localstack-core/localstack/services/stepfunctions/backend/execution_worker.py
index c3f382c883a71..24413272d2262 100644
--- a/localstack-core/localstack/services/stepfunctions/backend/execution_worker.py
+++ b/localstack-core/localstack/services/stepfunctions/backend/execution_worker.py
@@ -29,7 +29,7 @@
 from localstack.services.stepfunctions.backend.execution_worker_comm import (
     ExecutionWorkerCommunication,
 )
-from localstack.services.stepfunctions.mocking.mock_config import MockTestCase
+from localstack.services.stepfunctions.local_mocking.mock_config import LocalMockTestCase
 from localstack.utils.common import TMP_THREADS
 
 
@@ -37,7 +37,7 @@ class ExecutionWorker:
     _evaluation_details: Final[EvaluationDetails]
     _execution_communication: Final[ExecutionWorkerCommunication]
     _cloud_watch_logging_session: Final[CloudWatchLoggingSession | None]
-    _mock_test_case: Final[MockTestCase | None]
+    _local_mock_test_case: Final[LocalMockTestCase | None]
     _activity_store: dict[Arn, Activity]
 
     env: Environment | None
@@ -48,12 +48,12 @@ def __init__(
         exec_comm: ExecutionWorkerCommunication,
         cloud_watch_logging_session: CloudWatchLoggingSession | None,
         activity_store: dict[Arn, Activity],
-        mock_test_case: MockTestCase | None = None,
+        local_mock_test_case: LocalMockTestCase | None = None,
     ):
         self._evaluation_details = evaluation_details
         self._execution_communication = exec_comm
         self._cloud_watch_logging_session = cloud_watch_logging_session
-        self._mock_test_case = mock_test_case
+        self._local_mock_test_case = local_mock_test_case
         self._activity_store = activity_store
         self.env = None
 
@@ -82,7 +82,7 @@ def _get_evaluation_environment(self) -> Environment:
             event_history_context=EventHistoryContext.of_program_start(),
             cloud_watch_logging_session=self._cloud_watch_logging_session,
             activity_store=self._activity_store,
-            mock_test_case=self._mock_test_case,
+            local_mock_test_case=self._local_mock_test_case,
         )
 
     def _execution_logic(self):
diff --git a/localstack-core/localstack/services/stepfunctions/backend/test_state/execution.py b/localstack-core/localstack/services/stepfunctions/backend/test_state/execution.py
index 92fcb8546c0d6..f9246f20a9c22 100644
--- a/localstack-core/localstack/services/stepfunctions/backend/test_state/execution.py
+++ b/localstack-core/localstack/services/stepfunctions/backend/test_state/execution.py
@@ -19,7 +19,9 @@
     ProgramState,
 )
 from localstack.services.stepfunctions.asl.eval.test_state.program_state import (
+    ProgramCaughtError,
     ProgramChoiceSelected,
+    ProgramRetriable,
 )
 from localstack.services.stepfunctions.asl.utils.encoding import to_json_str
 from localstack.services.stepfunctions.backend.activity import Activity
@@ -31,6 +33,7 @@
 from localstack.services.stepfunctions.backend.test_state.execution_worker import (
     TestStateExecutionWorker,
 )
+from localstack.services.stepfunctions.backend.test_state.test_state_mock import TestStateMock
 
 LOG = logging.getLogger(__name__)
 
@@ -38,6 +41,8 @@
 class TestStateExecution(Execution):
     exec_worker: TestStateExecutionWorker | None
     next_state: str | None
+    state_name: str | None
+    mock: TestStateMock | None
 
     class TestCaseExecutionWorkerCommunication(BaseExecutionWorkerCommunication):
         _execution: TestStateExecution
@@ -48,6 +53,16 @@ def terminated(self) -> None:
                 self.execution.exec_status = ExecutionStatus.SUCCEEDED
                 self.execution.output = self.execution.exec_worker.env.states.get_input()
                 self.execution.next_state = exit_program_state.next_state_name
+            elif isinstance(exit_program_state, ProgramCaughtError):
+                self.execution.exec_status = ExecutionStatus.SUCCEEDED
+                self.execution.error = exit_program_state.error
+                self.execution.cause = exit_program_state.cause
+                self.execution.output = self.execution.exec_worker.env.states.get_input()
+                self.execution.next_state = exit_program_state.next_state_name
+            elif isinstance(exit_program_state, ProgramRetriable):
+                self.execution.exec_status = ExecutionStatus.SUCCEEDED
+                self.execution.error = exit_program_state.error
+                self.execution.cause = exit_program_state.cause
             else:
                 self._reflect_execution_status()
 
@@ -61,7 +76,9 @@ def __init__(
         state_machine: StateMachineInstance,
         start_date: Timestamp,
         activity_store: dict[Arn, Activity],
+        state_name: str | None = None,
         input_data: dict | None = None,
+        mock: TestStateMock | None = None,
     ):
         super().__init__(
             name=name,
@@ -79,6 +96,8 @@ def __init__(
         )
         self._execution_terminated_event = threading.Event()
         self.next_state = None
+        self.state_name = state_name
+        self.mock = mock
 
     def _get_start_execution_worker_comm(self) -> BaseExecutionWorkerCommunication:
         return self.TestCaseExecutionWorkerCommunication(self)
@@ -93,6 +112,8 @@ def _get_start_execution_worker(self) -> TestStateExecutionWorker:
             exec_comm=self._get_start_execution_worker_comm(),
             cloud_watch_logging_session=self._cloud_watch_logging_session,
             activity_store=self._activity_store,
+            state_name=self.state_name,
+            mock=self.mock,
         )
 
     def publish_execution_status_change_event(self):
@@ -117,6 +138,21 @@ def to_test_state_output(self, inspection_level: InspectionLevel) -> TestStateOu
             test_state_output = TestStateOutput(
                 status=TestExecutionStatus.SUCCEEDED, nextState=self.next_state, output=output_str
             )
+        elif isinstance(exit_program_state, ProgramCaughtError):
+            output_str = to_json_str(self.output)
+            test_state_output = TestStateOutput(
+                status=TestExecutionStatus.CAUGHT_ERROR,
+                nextState=self.next_state,
+                output=output_str,
+                error=exit_program_state.error,
+                cause=exit_program_state.cause,
+            )
+        elif isinstance(exit_program_state, ProgramRetriable):
+            test_state_output = TestStateOutput(
+                status=TestExecutionStatus.RETRIABLE,
+                error=exit_program_state.error,
+                cause=exit_program_state.cause,
+            )
         else:
             # TODO: handle other statuses
             LOG.warning(
diff --git a/localstack-core/localstack/services/stepfunctions/backend/test_state/execution_worker.py b/localstack-core/localstack/services/stepfunctions/backend/test_state/execution_worker.py
index 5caae15dc3780..19933f1f8828c 100644
--- a/localstack-core/localstack/services/stepfunctions/backend/test_state/execution_worker.py
+++ b/localstack-core/localstack/services/stepfunctions/backend/test_state/execution_worker.py
@@ -1,8 +1,13 @@
+from localstack.aws.api.stepfunctions import Arn, StateName
 from localstack.services.stepfunctions.asl.component.eval_component import EvalComponent
 from localstack.services.stepfunctions.asl.eval.environment import Environment
+from localstack.services.stepfunctions.asl.eval.evaluation_details import EvaluationDetails
 from localstack.services.stepfunctions.asl.eval.event.event_manager import (
     EventHistoryContext,
 )
+from localstack.services.stepfunctions.asl.eval.event.logging import (
+    CloudWatchLoggingSession,
+)
 from localstack.services.stepfunctions.asl.eval.states import (
     ContextObjectData,
     ExecutionData,
@@ -12,15 +17,41 @@
 from localstack.services.stepfunctions.asl.parse.test_state.asl_parser import (
     TestStateAmazonStateLanguageParser,
 )
+from localstack.services.stepfunctions.backend.activity import Activity
 from localstack.services.stepfunctions.backend.execution_worker import SyncExecutionWorker
+from localstack.services.stepfunctions.backend.execution_worker_comm import (
+    ExecutionWorkerCommunication,
+)
+from localstack.services.stepfunctions.backend.test_state.test_state_mock import TestStateMock
 
 
 class TestStateExecutionWorker(SyncExecutionWorker):
     env: TestStateEnvironment | None
+    state_name: str | None = None
+    mock: TestStateMock | None
+
+    def __init__(
+        self,
+        evaluation_details: EvaluationDetails,
+        exec_comm: ExecutionWorkerCommunication,
+        cloud_watch_logging_session: CloudWatchLoggingSession | None,
+        activity_store: dict[Arn, Activity],
+        state_name: StateName | None = None,
+        mock: TestStateMock | None = None,
+    ):
+        super().__init__(
+            evaluation_details,
+            exec_comm,
+            cloud_watch_logging_session,
+            activity_store,
+            local_mock_test_case=None,  # local mock is only applicable to SFN Local, but not for TestState
+        )
+        self.state_name = state_name
+        self.mock = mock
 
     def _get_evaluation_entrypoint(self) -> EvalComponent:
         return TestStateAmazonStateLanguageParser.parse(
-            self._evaluation_details.state_machine_details.definition
+            self._evaluation_details.state_machine_details.definition, self.state_name
         )[0]
 
     def _get_evaluation_environment(self) -> Environment:
@@ -43,4 +74,5 @@ def _get_evaluation_environment(self) -> Environment:
             event_history_context=EventHistoryContext.of_program_start(),
             cloud_watch_logging_session=self._cloud_watch_logging_session,
             activity_store=self._activity_store,
+            mock=self.mock,
         )
diff --git a/localstack-core/localstack/services/stepfunctions/backend/test_state/test_state_mock.py b/localstack-core/localstack/services/stepfunctions/backend/test_state/test_state_mock.py
new file mode 100644
index 0000000000000..c4822fddc65a6
--- /dev/null
+++ b/localstack-core/localstack/services/stepfunctions/backend/test_state/test_state_mock.py
@@ -0,0 +1,127 @@
+import copy
+import json
+from typing import Final
+
+from pydantic import (
+    ValidationError,
+)
+
+from localstack.aws.api.stepfunctions import (
+    HistoryEventType,
+    MockInput,
+    TaskFailedEventDetails,
+    TestStateConfiguration,
+)
+from localstack.services.stepfunctions.asl.component.common.error_name.error_name import ErrorName
+from localstack.services.stepfunctions.asl.component.common.error_name.failure_event import (
+    FailureEvent,
+    FailureEventException,
+)
+from localstack.services.stepfunctions.asl.component.state.state_type import StateType
+from localstack.services.stepfunctions.asl.eval.environment import Environment
+from localstack.services.stepfunctions.asl.eval.event.event_detail import EventDetails
+from localstack.services.stepfunctions.asl.eval.states import (
+    ContextObjectData,
+)
+from localstack.services.stepfunctions.test_state.mock_config import (
+    TestStateContextObjectValidator,
+    TestStateMockedResponse,
+    TestStateResponseReturn,
+    TestStateResponseThrow,
+)
+
+
+def eval_mocked_response_throw(env: Environment, mocked_response: TestStateResponseThrow) -> None:
+    task_failed_event_details = TaskFailedEventDetails(
+        error=mocked_response.error, cause=mocked_response.cause
+    )
+    error_name = ErrorName(mocked_response.error)
+    failure_event = FailureEvent(
+        env=env,
+        error_name=error_name,
+        event_type=HistoryEventType.TaskFailed,  # TODO(gregfurman): Should this be state specific?
+        event_details=EventDetails(taskFailedEventDetails=task_failed_event_details),
+    )
+    raise FailureEventException(failure_event=failure_event)
+
+
+class TestStateMock:
+    _mock_input: MockInput | None
+    _state_configuration: TestStateConfiguration | None
+    _result_stack: Final[list[TestStateMockedResponse]]
+    _context: Final[ContextObjectData | None]
+
+    def __init__(
+        self,
+        mock_input: MockInput | None,
+        state_configuration: TestStateConfiguration | None,
+        context: str | None,
+    ):
+        self._mock_input = mock_input
+        self._state_configuration = state_configuration
+        self._result_stack = []
+        self._context = None
+
+        if not mock_input:
+            return
+
+        self._context = None if context is None else self.parse_context(context)
+
+        if mock_result_raw := mock_input.get("result"):
+            mock = json.loads(mock_result_raw)
+            self._result_stack.append(TestStateResponseReturn(mock))
+            return
+
+        if mock_error_output := mock_input.get("errorOutput"):
+            mock = copy.deepcopy(mock_error_output)
+            self._result_stack.append(TestStateResponseThrow(**mock))
+            return
+
+    def is_mocked(self):
+        if self._mock_input or self._state_configuration:
+            return True
+
+        return False
+
+    def add_result(self, result: TestStateMockedResponse):
+        mock = copy.deepcopy(result)
+        self._result_stack.append(mock)
+
+    def get_next_result(self) -> TestStateMockedResponse:
+        if not self._result_stack:
+            return None
+        return self._result_stack.pop()
+
+    def get_context(self) -> ContextObjectData | None:
+        if self._context is not None:
+            return copy.deepcopy(self._context)
+        return None
+
+    @staticmethod
+    def parse_context(context: str, state_type: StateType = None) -> ContextObjectData:
+        """Parse and validate context JSON string."""
+        try:
+            validation_result = TestStateContextObjectValidator.model_validate_json(context)
+            return validation_result.model_dump(exclude_unset=True, exclude_none=True)
+        except ValidationError as e:
+            error = e.errors()[0]
+            path_str = ".".join(str(x) for x in error["loc"])
+
+            match error:
+                case {"type": "extra_forbidden", "loc": ("Map",)}:
+                    raise ValueError("'Map' field is not supported when mocking a Context object")
+
+                case {"type": "extra_forbidden", "loc": (*_, forbidden_key)}:
+                    raise ValueError(f"Field '{forbidden_key}' is not allowed")
+
+                case {"type": t} if t in ("string_type", "int_type", "dict_type", "model_type"):
+                    expected_map = {
+                        "string_type": "string",
+                        "int_type": "integer",
+                        "dict_type": "object",
+                        "model_type": "object",
+                    }
+                    expected = expected_map.get(t, "valid type")
+                    raise ValueError(f"{path_str} must be a {expected}")
+                case _:
+                    raise ValueError(f"{error['msg']}")
diff --git a/localstack-core/localstack/services/stepfunctions/local_mocking/__init__.py b/localstack-core/localstack/services/stepfunctions/local_mocking/__init__.py
new file mode 100644
index 0000000000000..168f86b9bc63a
--- /dev/null
+++ b/localstack-core/localstack/services/stepfunctions/local_mocking/__init__.py
@@ -0,0 +1,9 @@
+"""
+local_mocking
+-------------
+
+The implementation of the Step Functions Local Mocking
+
+Note that Step Functions Local is different from TestState API mocks.
+TestState API mocking works differently and is implemented separately.
+"""
diff --git a/localstack-core/localstack/services/stepfunctions/mocking/mock_config.py b/localstack-core/localstack/services/stepfunctions/local_mocking/mock_config.py
similarity index 88%
rename from localstack-core/localstack/services/stepfunctions/mocking/mock_config.py
rename to localstack-core/localstack/services/stepfunctions/local_mocking/mock_config.py
index 10213d2b45f56..62cedf0480c9d 100644
--- a/localstack-core/localstack/services/stepfunctions/mocking/mock_config.py
+++ b/localstack-core/localstack/services/stepfunctions/local_mocking/mock_config.py
@@ -1,7 +1,7 @@
 import abc
 from typing import Any, Final
 
-from localstack.services.stepfunctions.mocking.mock_config_file import (
+from localstack.services.stepfunctions.local_mocking.mock_config_file import (
     RawMockConfig,
     RawResponseModel,
     RawTestCase,
@@ -9,7 +9,7 @@
 )
 
 
-class MockedResponse(abc.ABC):
+class LocalMockedResponse(abc.ABC):
     range_start: Final[int]
     range_end: Final[int]
 
@@ -28,7 +28,7 @@ def __init__(self, range_start: int, range_end: int):
         self.range_end = range_end
 
 
-class MockedResponseReturn(MockedResponse):
+class LocalMockedResponseReturn(LocalMockedResponse):
     payload: Final[Any]
 
     def __init__(self, range_start: int, range_end: int, payload: Any):
@@ -36,7 +36,7 @@ def __init__(self, range_start: int, range_end: int, payload: Any):
         self.payload = payload
 
 
-class MockedResponseThrow(MockedResponse):
+class LocalMockedResponseThrow(LocalMockedResponse):
     error: Final[str]
     cause: Final[str]
 
@@ -49,10 +49,13 @@ def __init__(self, range_start: int, range_end: int, error: str, cause: str):
 class StateMockedResponses:
     state_name: Final[str]
     mocked_response_name: Final[str]
-    mocked_responses: Final[list[MockedResponse]]
+    mocked_responses: Final[list[LocalMockedResponse]]
 
     def __init__(
-        self, state_name: str, mocked_response_name: str, mocked_responses: list[MockedResponse]
+        self,
+        state_name: str,
+        mocked_response_name: str,
+        mocked_responses: list[LocalMockedResponse],
     ):
         self.state_name = state_name
         self.mocked_response_name = mocked_response_name
@@ -74,7 +77,7 @@ def __init__(
             last_range_end = mocked_response.range_end
 
 
-class MockTestCase:
+class LocalMockTestCase:
     state_machine_name: Final[str]
     test_case_name: Final[str]
     state_mocked_responses: Final[dict[str, StateMockedResponses]]
@@ -127,13 +130,15 @@ def _parse_mocked_response_range(string_definition: str) -> tuple[int, int]:
 
 def _mocked_response_from_raw(
     raw_response_model_range: str, raw_response_model: RawResponseModel
-) -> MockedResponse:
+) -> LocalMockedResponse:
     range_start, range_end = _parse_mocked_response_range(raw_response_model_range)
     if raw_response_model.Return:
         payload = raw_response_model.Return.model_dump()
-        return MockedResponseReturn(range_start=range_start, range_end=range_end, payload=payload)
+        return LocalMockedResponseReturn(
+            range_start=range_start, range_end=range_end, payload=payload
+        )
     throw_definition = raw_response_model.Throw
-    return MockedResponseThrow(
+    return LocalMockedResponseThrow(
         range_start=range_start,
         range_end=range_end,
         error=throw_definition.Error,
@@ -143,7 +148,7 @@ def _mocked_response_from_raw(
 
 def _mocked_responses_from_raw(
     mocked_response_name: str, raw_mock_config: RawMockConfig
-) -> list[MockedResponse]:
+) -> list[LocalMockedResponse]:
     raw_response_models: dict[str, RawResponseModel] | None = raw_mock_config.MockedResponses.get(
         mocked_response_name
     )
@@ -151,9 +156,9 @@ def _mocked_responses_from_raw(
         raise RuntimeError(
             f"No definitions for mocked response '{mocked_response_name}' in the mock configuration file."
         )
-    mocked_responses: list[MockedResponse] = []
+    mocked_responses: list[LocalMockedResponse] = []
     for raw_response_model_range, raw_response_model in raw_response_models.items():
-        mocked_response: MockedResponse = _mocked_response_from_raw(
+        mocked_response: LocalMockedResponse = _mocked_response_from_raw(
             raw_response_model_range=raw_response_model_range, raw_response_model=raw_response_model
         )
         mocked_responses.append(mocked_response)
@@ -175,7 +180,7 @@ def _state_mocked_responses_from_raw(
 
 def _mock_test_case_from_raw(
     state_machine_name: str, test_case_name: str, raw_mock_config: RawMockConfig
-) -> MockTestCase:
+) -> LocalMockTestCase:
     state_machine = raw_mock_config.StateMachines.get(state_machine_name)
     if not state_machine:
         raise RuntimeError(
@@ -195,18 +200,20 @@ def _mock_test_case_from_raw(
             raw_mock_config=raw_mock_config,
         )
         state_mocked_responses_list.append(state_mocked_responses)
-    return MockTestCase(
+    return LocalMockTestCase(
         state_machine_name=state_machine_name,
         test_case_name=test_case_name,
         state_mocked_responses_list=state_mocked_responses_list,
     )
 
 
-def load_mock_test_case_for(state_machine_name: str, test_case_name: str) -> MockTestCase | None:
+def load_local_mock_test_case_for(
+    state_machine_name: str, test_case_name: str
+) -> LocalMockTestCase | None:
     raw_mock_config: RawMockConfig | None = _load_sfn_raw_mock_config()
     if raw_mock_config is None:
         return None
-    mock_test_case: MockTestCase = _mock_test_case_from_raw(
+    mock_test_case: LocalMockTestCase = _mock_test_case_from_raw(
         state_machine_name=state_machine_name,
         test_case_name=test_case_name,
         raw_mock_config=raw_mock_config,
diff --git a/localstack-core/localstack/services/stepfunctions/mocking/mock_config_file.py b/localstack-core/localstack/services/stepfunctions/local_mocking/mock_config_file.py
similarity index 100%
rename from localstack-core/localstack/services/stepfunctions/mocking/mock_config_file.py
rename to localstack-core/localstack/services/stepfunctions/local_mocking/mock_config_file.py
diff --git a/localstack-core/localstack/services/stepfunctions/provider.py b/localstack-core/localstack/services/stepfunctions/provider.py
index 71ab2c711d5a5..95f9b54ef99a4 100644
--- a/localstack-core/localstack/services/stepfunctions/provider.py
+++ b/localstack-core/localstack/services/stepfunctions/provider.py
@@ -57,6 +57,7 @@
     LongArn,
     MaxConcurrency,
     MissingRequiredParameter,
+    MockInput,
     Name,
     PageSize,
     PageToken,
@@ -150,9 +151,10 @@
 from localstack.services.stepfunctions.backend.test_state.execution import (
     TestStateExecution,
 )
-from localstack.services.stepfunctions.mocking.mock_config import (
-    MockTestCase,
-    load_mock_test_case_for,
+from localstack.services.stepfunctions.backend.test_state.test_state_mock import TestStateMock
+from localstack.services.stepfunctions.local_mocking.mock_config import (
+    LocalMockTestCase,
+    load_local_mock_test_case_for,
 )
 from localstack.services.stepfunctions.stepfunctions_utils import (
     assert_pagination_parameters_valid,
@@ -240,6 +242,12 @@ def _raise_resource_type_not_in_context(resource_type: str) -> None:
             f"Invalid Arn: 'Resource type not valid in this context: {lower_resource_type}'"
         )
 
+    @staticmethod
+    def _validate_test_state_mock_input(mock_input: MockInput) -> None:
+        if {"result", "errorOutput"} <= mock_input.keys():
+            # FIXME create proper error
+            raise ValidationException("Cannot define both 'result' and 'errorOutput'")
+
     @staticmethod
     def _validate_activity_name(name: str) -> None:
         # The activity name is validated according to the AWS StepFunctions documentation, the name should not contain:
@@ -772,14 +780,16 @@ def _get_state_machine_arn(state_machine_arn: str) -> str:
         return state_machine_arn.split("#")[0]
 
     @staticmethod
-    def _get_mock_test_case(state_machine_arn: str, state_machine_name: str) -> MockTestCase | None:
+    def _get_local_mock_test_case(
+        state_machine_arn: str, state_machine_name: str
+    ) -> LocalMockTestCase | None:
         """Extract and load a mock test case from a state machine ARN if present."""
         parts = state_machine_arn.split("#")
         if len(parts) != 2:
             return None
 
         mock_test_case_name = parts[1]
-        mock_test_case = load_mock_test_case_for(
+        mock_test_case = load_local_mock_test_case_for(
             state_machine_name=state_machine_name, test_case_name=mock_test_case_name
         )
         if mock_test_case is None:
@@ -856,7 +866,9 @@ def start_execution(
                 configuration=state_machine_clone.cloud_watch_logging_configuration,
             )
 
-        mock_test_case = self._get_mock_test_case(state_machine_arn, state_machine_clone.name)
+        local_mock_test_case = self._get_local_mock_test_case(
+            state_machine_arn, state_machine_clone.name
+        )
 
         execution = Execution(
             name=exec_name,
@@ -872,7 +884,7 @@ def start_execution(
             input_data=input_data,
             trace_header=trace_header,
             activity_store=self.get_store(context).activities,
-            mock_test_case=mock_test_case,
+            local_mock_test_case=local_mock_test_case,
         )
 
         store.executions[exec_arn] = execution
@@ -932,7 +944,9 @@ def start_sync_execution(
                 configuration=state_machine_clone.cloud_watch_logging_configuration,
             )
 
-        mock_test_case = self._get_mock_test_case(state_machine_arn, state_machine_clone.name)
+        local_mock_test_case = self._get_local_mock_test_case(
+            state_machine_arn, state_machine_clone.name
+        )
 
         execution = SyncExecution(
             name=exec_name,
@@ -947,7 +961,7 @@ def start_sync_execution(
             input_data=input_data,
             trace_header=trace_header,
             activity_store=self.get_store(context).activities,
-            mock_test_case=mock_test_case,
+            local_mock_test_case=local_mock_test_case,
         )
         self.get_store(context).executions[exec_arn] = execution
 
@@ -1485,10 +1499,46 @@ def update_map_run(
     def test_state(
         self, context: RequestContext, request: TestStateInput, **kwargs
     ) -> TestStateOutput:
+        state_name = request.get("stateName")
+        definition = request["definition"]
+
         StepFunctionsProvider._validate_definition(
-            definition=request["definition"], static_analysers=[TestStateStaticAnalyser()]
+            definition=definition,
+            static_analysers=[TestStateStaticAnalyser(state_name)],
         )
 
+        # if StateName is present, we need to ensure the state being referenced exists in full definition.
+        if state_name and not TestStateStaticAnalyser.is_state_in_definition(
+            definition=definition, state_name=state_name
+        ):
+            raise ValidationException("State not found in definition")
+
+        mock_input = request.get("mock")
+        if mock_input is not None:
+            self._validate_test_state_mock_input(mock_input)
+            TestStateStaticAnalyser.validate_mock(
+                mock_input=mock_input, definition=definition, state_name=state_name
+            )
+
+        if state_configuration := request.get("stateConfiguration"):
+            # TODO: Add validations for this i.e assert len(input) <= failureCount
+            pass
+
+        if state_context := request.get("context"):
+            # TODO: Add validation ensuring only present if 'mock' is specified
+            # An error occurred (ValidationException) when calling the TestState operation: State type 'Pass' is not supported when a mock is specified
+            pass
+
+        try:
+            state_mock = TestStateMock(
+                mock_input=mock_input,
+                state_configuration=state_configuration,
+                context=state_context,
+            )
+        except ValueError as e:
+            LOG.error(e)
+            raise ValidationException(f"Invalid Context object provided: {e}")
+
         name: Name | None = f"TestState-{short_uid()}"
         arn = stepfunctions_state_machine_arn(
             name=name, account_id=context.account_id, region_name=context.region
@@ -1499,11 +1549,18 @@ def test_state(
             role_arn=request["roleArn"],
             definition=request["definition"],
         )
-        exec_arn = stepfunctions_standard_execution_arn(state_machine.arn, name)
 
-        input_json = json.loads(request["input"])
+        # HACK(gregfurman): The ARN that gets generated has a duplicate 'name' field in the
+        # resource ARN. Just replace this duplication and extract the execution ID.
+        exec_arn = stepfunctions_express_execution_arn(state_machine.arn, name)
+        exec_arn = exec_arn.replace(f":{name}:{name}:", f":{name}:", 1)
+        _, exec_name = exec_arn.rsplit(":", 1)
+
+        if input_json := request.get("input", {}):
+            input_json = json.loads(input_json)
+
         execution = TestStateExecution(
-            name=name,
+            name=exec_name,
             role_arn=request["roleArn"],
             exec_arn=exec_arn,
             account_id=context.account_id,
@@ -1511,7 +1568,9 @@ def test_state(
             state_machine=state_machine,
             start_date=datetime.datetime.now(tz=datetime.UTC),
             input_data=input_json,
+            state_name=state_name,
             activity_store=self.get_store(context).activities,
+            mock=state_mock,
         )
         execution.start()
 
diff --git a/localstack-core/localstack/services/stepfunctions/test_state/mock_config.py b/localstack-core/localstack/services/stepfunctions/test_state/mock_config.py
new file mode 100644
index 0000000000000..6731a44cf78fc
--- /dev/null
+++ b/localstack-core/localstack/services/stepfunctions/test_state/mock_config.py
@@ -0,0 +1,47 @@
+import abc
+from typing import Any, Final
+
+from pydantic import BaseModel, ConfigDict, StrictInt, StrictStr, create_model
+
+from localstack.services.stepfunctions.asl.eval.states import (
+    ExecutionData,
+    StateData,
+    StateMachineData,
+    TaskData,
+)
+
+
+class TestStateMockedResponse(abc.ABC):
+    pass
+
+
+class TestStateResponseReturn(TestStateMockedResponse):
+    payload: Final[Any]
+
+    def __init__(self, payload: Any):
+        self.payload = payload
+
+
+class TestStateResponseThrow(TestStateMockedResponse):
+    error: Final[str]
+    cause: Final[str]
+
+    def __init__(self, error: str, cause: str):
+        self.error = error
+        self.cause = cause
+
+
+def _to_strict_model(name: str, source: type):
+    type_map = {str: StrictStr, int: StrictInt}
+    fields = {k: (type_map.get(v, v) | None, None) for k, v in source.__annotations__.items()}
+    return create_model(name, __config__=ConfigDict(extra="forbid"), **fields)
+
+
+TestStateContextObjectValidator: Final[type[BaseModel]] = create_model(
+    "ContextValidator",
+    __config__=ConfigDict(extra="forbid"),
+    Execution=(_to_strict_model("Execution", ExecutionData) | None, None),
+    State=(_to_strict_model("State", StateData) | None, None),
+    StateMachine=(_to_strict_model("StateMachine", StateMachineData) | None, None),
+    Task=(_to_strict_model("Task", TaskData) | None, None),
+)
diff --git a/localstack-core/localstack/testing/snapshots/transformer_utility.py b/localstack-core/localstack/testing/snapshots/transformer_utility.py
index d5aa270fe218e..2418dac893cf4 100644
--- a/localstack-core/localstack/testing/snapshots/transformer_utility.py
+++ b/localstack-core/localstack/testing/snapshots/transformer_utility.py
@@ -791,6 +791,11 @@ def stepfunctions_api():
                 "x-amzn-RequestId",
                 replace_reference=False,
             ),
+            JsonpathTransformer(
+                "$..x-amzn-requestid",
+                "x-amzn-requestid",
+                replace_reference=False,
+            ),
             KeyValueBasedTransformer(_transform_stepfunctions_cause_details, "json-input"),
         ]
 
diff --git a/localstack-core/localstack/services/stepfunctions/mocking/__init__.py b/tests/aws/services/stepfunctions/local_mocked_service_integrations/__init__.py
similarity index 100%
rename from localstack-core/localstack/services/stepfunctions/mocking/__init__.py
rename to tests/aws/services/stepfunctions/local_mocked_service_integrations/__init__.py
diff --git a/tests/aws/services/stepfunctions/mocked_service_integrations/__init__.py b/tests/aws/services/stepfunctions/local_mocked_service_integrations/mock_config_files/__init__.py
similarity index 100%
rename from tests/aws/services/stepfunctions/mocked_service_integrations/__init__.py
rename to tests/aws/services/stepfunctions/local_mocked_service_integrations/mock_config_files/__init__.py
diff --git a/tests/aws/services/stepfunctions/mocked_service_integrations/mock_config_files/lambda_sqs_integration.json5 b/tests/aws/services/stepfunctions/local_mocked_service_integrations/mock_config_files/lambda_sqs_integration.json5
similarity index 100%
rename from tests/aws/services/stepfunctions/mocked_service_integrations/mock_config_files/lambda_sqs_integration.json5
rename to tests/aws/services/stepfunctions/local_mocked_service_integrations/mock_config_files/lambda_sqs_integration.json5
diff --git a/tests/aws/services/stepfunctions/mocked_service_integrations/mock_config_files/__init__.py b/tests/aws/services/stepfunctions/local_mocked_service_integrations/mocked_responses/__init__.py
similarity index 100%
rename from tests/aws/services/stepfunctions/mocked_service_integrations/mock_config_files/__init__.py
rename to tests/aws/services/stepfunctions/local_mocked_service_integrations/mocked_responses/__init__.py
diff --git a/tests/aws/services/stepfunctions/mocked_service_integrations/mocked_responses/__init__.py b/tests/aws/services/stepfunctions/local_mocked_service_integrations/mocked_responses/callback/__init__.py
similarity index 100%
rename from tests/aws/services/stepfunctions/mocked_service_integrations/mocked_responses/__init__.py
rename to tests/aws/services/stepfunctions/local_mocked_service_integrations/mocked_responses/callback/__init__.py
diff --git a/tests/aws/services/stepfunctions/mocked_service_integrations/mocked_responses/callback/task_failure.json5 b/tests/aws/services/stepfunctions/local_mocked_service_integrations/mocked_responses/callback/task_failure.json5
similarity index 100%
rename from tests/aws/services/stepfunctions/mocked_service_integrations/mocked_responses/callback/task_failure.json5
rename to tests/aws/services/stepfunctions/local_mocked_service_integrations/mocked_responses/callback/task_failure.json5
diff --git a/tests/aws/services/stepfunctions/mocked_service_integrations/mocked_responses/callback/task_success_string_literal.json5 b/tests/aws/services/stepfunctions/local_mocked_service_integrations/mocked_responses/callback/task_success_string_literal.json5
similarity index 100%
rename from tests/aws/services/stepfunctions/mocked_service_integrations/mocked_responses/callback/task_success_string_literal.json5
rename to tests/aws/services/stepfunctions/local_mocked_service_integrations/mocked_responses/callback/task_success_string_literal.json5
diff --git a/tests/aws/services/stepfunctions/mocked_service_integrations/mocked_responses/dynamodb/200_get_item.json5 b/tests/aws/services/stepfunctions/local_mocked_service_integrations/mocked_responses/dynamodb/200_get_item.json5
similarity index 100%
rename from tests/aws/services/stepfunctions/mocked_service_integrations/mocked_responses/dynamodb/200_get_item.json5
rename to tests/aws/services/stepfunctions/local_mocked_service_integrations/mocked_responses/dynamodb/200_get_item.json5
diff --git a/tests/aws/services/stepfunctions/mocked_service_integrations/mocked_responses/dynamodb/200_put_item.json5 b/tests/aws/services/stepfunctions/local_mocked_service_integrations/mocked_responses/dynamodb/200_put_item.json5
similarity index 100%
rename from tests/aws/services/stepfunctions/mocked_service_integrations/mocked_responses/dynamodb/200_put_item.json5
rename to tests/aws/services/stepfunctions/local_mocked_service_integrations/mocked_responses/dynamodb/200_put_item.json5
diff --git a/tests/aws/services/stepfunctions/mocked_service_integrations/mocked_responses/callback/__init__.py b/tests/aws/services/stepfunctions/local_mocked_service_integrations/mocked_responses/dynamodb/__init__.py
similarity index 100%
rename from tests/aws/services/stepfunctions/mocked_service_integrations/mocked_responses/callback/__init__.py
rename to tests/aws/services/stepfunctions/local_mocked_service_integrations/mocked_responses/dynamodb/__init__.py
diff --git a/tests/aws/services/stepfunctions/mocked_service_integrations/mocked_responses/events/200_put_events.json5 b/tests/aws/services/stepfunctions/local_mocked_service_integrations/mocked_responses/events/200_put_events.json5
similarity index 100%
rename from tests/aws/services/stepfunctions/mocked_service_integrations/mocked_responses/events/200_put_events.json5
rename to tests/aws/services/stepfunctions/local_mocked_service_integrations/mocked_responses/events/200_put_events.json5
diff --git a/tests/aws/services/stepfunctions/mocked_service_integrations/mocked_responses/dynamodb/__init__.py b/tests/aws/services/stepfunctions/local_mocked_service_integrations/mocked_responses/events/__init__.py
similarity index 100%
rename from tests/aws/services/stepfunctions/mocked_service_integrations/mocked_responses/dynamodb/__init__.py
rename to tests/aws/services/stepfunctions/local_mocked_service_integrations/mocked_responses/events/__init__.py
diff --git a/tests/aws/services/stepfunctions/mocked_service_integrations/mocked_responses/lambda/200_string_body.json5 b/tests/aws/services/stepfunctions/local_mocked_service_integrations/mocked_responses/lambda/200_string_body.json5
similarity index 100%
rename from tests/aws/services/stepfunctions/mocked_service_integrations/mocked_responses/lambda/200_string_body.json5
rename to tests/aws/services/stepfunctions/local_mocked_service_integrations/mocked_responses/lambda/200_string_body.json5
diff --git a/tests/aws/services/stepfunctions/mocked_service_integrations/mocked_responses/events/__init__.py b/tests/aws/services/stepfunctions/local_mocked_service_integrations/mocked_responses/lambda/__init__.py
similarity index 100%
rename from tests/aws/services/stepfunctions/mocked_service_integrations/mocked_responses/events/__init__.py
rename to tests/aws/services/stepfunctions/local_mocked_service_integrations/mocked_responses/lambda/__init__.py
diff --git a/tests/aws/services/stepfunctions/mocked_service_integrations/mocked_responses/lambda/not_ready_timeout_200_string_body.json5 b/tests/aws/services/stepfunctions/local_mocked_service_integrations/mocked_responses/lambda/not_ready_timeout_200_string_body.json5
similarity index 100%
rename from tests/aws/services/stepfunctions/mocked_service_integrations/mocked_responses/lambda/not_ready_timeout_200_string_body.json5
rename to tests/aws/services/stepfunctions/local_mocked_service_integrations/mocked_responses/lambda/not_ready_timeout_200_string_body.json5
diff --git a/tests/aws/services/stepfunctions/mocked_service_integrations/mocked_responses/sns/200_publish.json5 b/tests/aws/services/stepfunctions/local_mocked_service_integrations/mocked_responses/sns/200_publish.json5
similarity index 100%
rename from tests/aws/services/stepfunctions/mocked_service_integrations/mocked_responses/sns/200_publish.json5
rename to tests/aws/services/stepfunctions/local_mocked_service_integrations/mocked_responses/sns/200_publish.json5
diff --git a/tests/aws/services/stepfunctions/mocked_service_integrations/mocked_responses/lambda/__init__.py b/tests/aws/services/stepfunctions/local_mocked_service_integrations/mocked_responses/sns/__init__.py
similarity index 100%
rename from tests/aws/services/stepfunctions/mocked_service_integrations/mocked_responses/lambda/__init__.py
rename to tests/aws/services/stepfunctions/local_mocked_service_integrations/mocked_responses/sns/__init__.py
diff --git a/tests/aws/services/stepfunctions/mocked_service_integrations/mocked_responses/sqs/200_send_message.json5 b/tests/aws/services/stepfunctions/local_mocked_service_integrations/mocked_responses/sqs/200_send_message.json5
similarity index 100%
rename from tests/aws/services/stepfunctions/mocked_service_integrations/mocked_responses/sqs/200_send_message.json5
rename to tests/aws/services/stepfunctions/local_mocked_service_integrations/mocked_responses/sqs/200_send_message.json5
diff --git a/tests/aws/services/stepfunctions/mocked_service_integrations/mocked_responses/sns/__init__.py b/tests/aws/services/stepfunctions/local_mocked_service_integrations/mocked_responses/sqs/__init__.py
similarity index 100%
rename from tests/aws/services/stepfunctions/mocked_service_integrations/mocked_responses/sns/__init__.py
rename to tests/aws/services/stepfunctions/local_mocked_service_integrations/mocked_responses/sqs/__init__.py
diff --git a/tests/aws/services/stepfunctions/mocked_service_integrations/mocked_responses/states/200_start_execution_sync.json5 b/tests/aws/services/stepfunctions/local_mocked_service_integrations/mocked_responses/states/200_start_execution_sync.json5
similarity index 100%
rename from tests/aws/services/stepfunctions/mocked_service_integrations/mocked_responses/states/200_start_execution_sync.json5
rename to tests/aws/services/stepfunctions/local_mocked_service_integrations/mocked_responses/states/200_start_execution_sync.json5
diff --git a/tests/aws/services/stepfunctions/mocked_service_integrations/mocked_responses/states/200_start_execution_sync2.json5 b/tests/aws/services/stepfunctions/local_mocked_service_integrations/mocked_responses/states/200_start_execution_sync2.json5
similarity index 100%
rename from tests/aws/services/stepfunctions/mocked_service_integrations/mocked_responses/states/200_start_execution_sync2.json5
rename to tests/aws/services/stepfunctions/local_mocked_service_integrations/mocked_responses/states/200_start_execution_sync2.json5
diff --git a/tests/aws/services/stepfunctions/mocked_service_integrations/mocked_responses/sqs/__init__.py b/tests/aws/services/stepfunctions/local_mocked_service_integrations/mocked_responses/states/__init__.py
similarity index 100%
rename from tests/aws/services/stepfunctions/mocked_service_integrations/mocked_responses/sqs/__init__.py
rename to tests/aws/services/stepfunctions/local_mocked_service_integrations/mocked_responses/states/__init__.py
diff --git a/tests/aws/services/stepfunctions/mocked_service_integrations/mocked_service_integrations.py b/tests/aws/services/stepfunctions/local_mocked_service_integrations/mocked_service_integrations.py
similarity index 100%
rename from tests/aws/services/stepfunctions/mocked_service_integrations/mocked_service_integrations.py
rename to tests/aws/services/stepfunctions/local_mocked_service_integrations/mocked_service_integrations.py
diff --git a/tests/aws/services/stepfunctions/mocked_service_integrations/mocked_responses/states/__init__.py b/tests/aws/services/stepfunctions/templates/local_mocked/__init__.py
similarity index 100%
rename from tests/aws/services/stepfunctions/mocked_service_integrations/mocked_responses/states/__init__.py
rename to tests/aws/services/stepfunctions/templates/local_mocked/__init__.py
diff --git a/tests/aws/services/stepfunctions/templates/mocked/mocked_templates.py b/tests/aws/services/stepfunctions/templates/local_mocked/mocked_templates.py
similarity index 100%
rename from tests/aws/services/stepfunctions/templates/mocked/mocked_templates.py
rename to tests/aws/services/stepfunctions/templates/local_mocked/mocked_templates.py
diff --git a/tests/aws/services/stepfunctions/templates/mocked/__init__.py b/tests/aws/services/stepfunctions/templates/local_mocked/statemachines/__init__.py
similarity index 100%
rename from tests/aws/services/stepfunctions/templates/mocked/__init__.py
rename to tests/aws/services/stepfunctions/templates/local_mocked/statemachines/__init__.py
diff --git a/tests/aws/services/stepfunctions/templates/mocked/statemachines/lambda_sqs_integration.json5 b/tests/aws/services/stepfunctions/templates/local_mocked/statemachines/lambda_sqs_integration.json5
similarity index 100%
rename from tests/aws/services/stepfunctions/templates/mocked/statemachines/lambda_sqs_integration.json5
rename to tests/aws/services/stepfunctions/templates/local_mocked/statemachines/lambda_sqs_integration.json5
diff --git a/tests/aws/services/stepfunctions/templates/test_state/statemachines/base_aws_api_kms_encrypt.json5 b/tests/aws/services/stepfunctions/templates/test_state/statemachines/base_aws_api_kms_encrypt.json5
new file mode 100644
index 0000000000000..1cc3b11be8c1f
--- /dev/null
+++ b/tests/aws/services/stepfunctions/templates/test_state/statemachines/base_aws_api_kms_encrypt.json5
@@ -0,0 +1,9 @@
+{
+  "Type": "Task",
+  "Resource": "arn:aws:states:::aws-sdk:kms:encrypt",
+  "Parameters": {
+    "KeyId.$": "$.KeyId",
+    "Plaintext.$": "$.Plaintext"
+  },
+  "End": true
+}
diff --git a/tests/aws/services/stepfunctions/templates/test_state/statemachines/base_aws_api_lambda_get_function.json5 b/tests/aws/services/stepfunctions/templates/test_state/statemachines/base_aws_api_lambda_get_function.json5
new file mode 100644
index 0000000000000..71f6c13f85b03
--- /dev/null
+++ b/tests/aws/services/stepfunctions/templates/test_state/statemachines/base_aws_api_lambda_get_function.json5
@@ -0,0 +1,8 @@
+{
+  "Type": "Task",
+  "Resource": "arn:aws:states:::aws-sdk:lambda:getFunction",
+  "Parameters": {
+    "FunctionName.$": "$.FunctionName",
+  },
+  "End": true
+}
diff --git a/tests/aws/services/stepfunctions/templates/test_state/statemachines/base_aws_api_s3_get_object.json5 b/tests/aws/services/stepfunctions/templates/test_state/statemachines/base_aws_api_s3_get_object.json5
new file mode 100644
index 0000000000000..8ff30e643a1d9
--- /dev/null
+++ b/tests/aws/services/stepfunctions/templates/test_state/statemachines/base_aws_api_s3_get_object.json5
@@ -0,0 +1,9 @@
+{
+  "Type": "Task",
+  "Resource": "arn:aws:states:::aws-sdk:s3:getObject",
+  "Parameters": {
+    "Bucket.$": "$.Bucket",
+    "Key.$": "$.Key"
+  },
+  "End": true
+}
diff --git a/tests/aws/services/stepfunctions/templates/test_state/statemachines/base_dynamodb_service_task_state.json5 b/tests/aws/services/stepfunctions/templates/test_state/statemachines/base_dynamodb_service_task_state.json5
new file mode 100644
index 0000000000000..ee6ade074ceea
--- /dev/null
+++ b/tests/aws/services/stepfunctions/templates/test_state/statemachines/base_dynamodb_service_task_state.json5
@@ -0,0 +1,9 @@
+{
+  "Type": "Task",
+  "Resource": "arn:aws:states:::dynamodb:putItem",
+  "Parameters": {
+    "TableName.$": "$.TableName",
+    "Item.$": "$.Item"
+  },
+  "End": true
+}
diff --git a/tests/aws/services/stepfunctions/templates/test_state/statemachines/base_events_put_events.json5 b/tests/aws/services/stepfunctions/templates/test_state/statemachines/base_events_put_events.json5
new file mode 100644
index 0000000000000..bea87edf439f7
--- /dev/null
+++ b/tests/aws/services/stepfunctions/templates/test_state/statemachines/base_events_put_events.json5
@@ -0,0 +1,8 @@
+{
+  "Type": "Task",
+  "Resource": "arn:aws:states:::events:putEvents",
+  "Parameters": {
+    "Entries.$": "$.Entries"
+  },
+  "End": true
+}
diff --git a/tests/aws/services/stepfunctions/templates/test_state/statemachines/base_fail_state_machine.json5 b/tests/aws/services/stepfunctions/templates/test_state/statemachines/base_fail_state_machine.json5
new file mode 100644
index 0000000000000..d4ab7bd29df21
--- /dev/null
+++ b/tests/aws/services/stepfunctions/templates/test_state/statemachines/base_fail_state_machine.json5
@@ -0,0 +1,12 @@
+{
+  "Comment": "BASE_FAIL_STATE_MACHINE",
+  "QueryLanguage": "JSONata",
+  "StartAt": "State0",
+  "States": {
+    "State0": {
+      "Type": "Fail",
+      "Error": "SomeFailure",
+      "Cause": "This state machines raises a 'SomeFailure' failure.",
+    },
+  }
+}
\ No newline at end of file
diff --git a/tests/aws/services/stepfunctions/templates/test_state/statemachines/base_lambda_service_task_state.json5 b/tests/aws/services/stepfunctions/templates/test_state/statemachines/base_lambda_service_task_state.json5
index ca37fca1a5f41..a0b97ce13e8f1 100644
--- a/tests/aws/services/stepfunctions/templates/test_state/statemachines/base_lambda_service_task_state.json5
+++ b/tests/aws/services/stepfunctions/templates/test_state/statemachines/base_lambda_service_task_state.json5
@@ -1,4 +1,5 @@
 {
+  "Comment": "BASE_LAMBDA_SERVICE_TASK_STATE",
   "Type": "Task",
   "Resource": "arn:aws:states:::lambda:invoke",
   "Parameters": {
diff --git a/tests/aws/services/stepfunctions/templates/test_state/statemachines/base_map_state.json5 b/tests/aws/services/stepfunctions/templates/test_state/statemachines/base_map_state.json5
new file mode 100644
index 0000000000000..9b254bbfed0de
--- /dev/null
+++ b/tests/aws/services/stepfunctions/templates/test_state/statemachines/base_map_state.json5
@@ -0,0 +1,27 @@
+{
+  "Comment": "BASE_MAP_STATE",
+  "Type": "Map",
+  "QueryLanguage": "JSONata",
+  "Items": "{% $states.input.Values %}",
+  "ItemProcessor": {
+    "ProcessorConfig": {
+      "Mode": "DISTRIBUTED",
+      "ExecutionType": "STANDARD"
+    },
+    "StartAt": "TestState",
+    "States": {
+      "TestState": {
+        "Type": "Task",
+        "QueryLanguage": "JSONata",
+        "Resource": "arn:aws:states:::lambda:invoke",
+        "Arguments": {
+          "FunctionName": "foo",
+          "Payload": "bar"
+        },
+        "End": true
+      }
+    }
+  },
+  "Output": "{% $states %}",
+  "End": true
+}
diff --git a/tests/aws/services/stepfunctions/templates/test_state/statemachines/base_map_state_catch.json5 b/tests/aws/services/stepfunctions/templates/test_state/statemachines/base_map_state_catch.json5
new file mode 100644
index 0000000000000..5797a349c8b37
--- /dev/null
+++ b/tests/aws/services/stepfunctions/templates/test_state/statemachines/base_map_state_catch.json5
@@ -0,0 +1,34 @@
+{
+  "Comment": "BASE_MAP_STATE_CATCH",
+  "Type": "Map",
+  "QueryLanguage": "JSONata",
+  "Items": "{% $states.input.Values %}",
+  "ItemProcessor": {
+    "ProcessorConfig": {
+      "Mode": "DISTRIBUTED",
+      "ExecutionType": "STANDARD"
+    },
+    "StartAt": "TestState",
+    "States": {
+      "TestState": {
+        "Type": "Task",
+        "Resource": "arn:aws:lambda:your-region:your-account-id:function:yourHelloWorldFunction",
+        "End": true
+      }
+    }
+  },
+  "Catch": [
+    {
+      "ErrorEquals": ["MockException"],
+      "Output": "{% $states %}",
+      "Next": "HandleMockError"
+    },
+    {
+      "ErrorEquals": ["States.ExceedToleratedFailureThreshold"],
+      "Output": "{% $states %}",
+      "Next": "HandleThreshold"
+    }
+  ],
+  "ToleratedFailureCount": 1,
+  "End": true
+}
\ No newline at end of file
diff --git a/tests/aws/services/stepfunctions/templates/test_state/statemachines/base_map_state_machine.json5 b/tests/aws/services/stepfunctions/templates/test_state/statemachines/base_map_state_machine.json5
new file mode 100644
index 0000000000000..d43d32f7fe622
--- /dev/null
+++ b/tests/aws/services/stepfunctions/templates/test_state/statemachines/base_map_state_machine.json5
@@ -0,0 +1,25 @@
+{
+  "Comment": "BASE_MAP_STATE_MACHINE",
+  "StartAt": "State0",
+  "States": {
+    "State0": {
+      "Type": "Map",
+      "ItemsPath": "$.Values",
+      "ItemProcessor": {
+        "ProcessorConfig": {
+          "Mode": "DISTRIBUTED",
+          "ExecutionType": "STANDARD"
+        },
+        "StartAt": "HandleItem",
+        "States": {
+          "HandleItem": {
+            "Type": "Pass",
+            "End": true
+          }
+        }
+      },
+      "ToleratedFailureCount": 2,
+      "End": true
+    }
+  }
+}
\ No newline at end of file
diff --git a/tests/aws/services/stepfunctions/templates/test_state/statemachines/base_map_state_machine_choice_fail.json5 b/tests/aws/services/stepfunctions/templates/test_state/statemachines/base_map_state_machine_choice_fail.json5
new file mode 100644
index 0000000000000..4ffd4020899f9
--- /dev/null
+++ b/tests/aws/services/stepfunctions/templates/test_state/statemachines/base_map_state_machine_choice_fail.json5
@@ -0,0 +1,40 @@
+{
+  "Comment": "BASE_MAP_STATE_MACHINE_CHOICE_FAIL",
+  "StartAt": "MapState",
+  "States": {
+    "State0": {
+      "Type": "Map",
+      "ItemsPath": "$.Values",
+      "ItemProcessor": {
+        "ProcessorConfig": {
+          "Mode": "INLINE"
+        },
+        "StartAt": "HandleItem",
+        "States": {
+          "RouteItem": {
+            "QueryLanguage": "JSONata",
+            "Type": "Choice",
+            "Comment": "The first item should always fail.",
+            "Choices": [
+              {
+                "Next": "FailureHandler",
+                "Condition": "{% $$.Map.Item.Index = 0 %}",
+              },
+            ],
+            "Default": "SucceessHandler"
+          },
+          "FailureHandler": {
+            "Type": "Fail",
+            "Error": "SomeFailure",
+            "Cause": "This state machines raises a 'SomeFailure' failure."
+          },
+          "SucceessHandler": {
+            "Type": "Pass",
+            "End": true
+          }
+        }
+      },
+      "End": true
+    }
+  }
+}
\ No newline at end of file
diff --git a/tests/aws/services/stepfunctions/templates/test_state/statemachines/base_map_state_machine_fail.json5 b/tests/aws/services/stepfunctions/templates/test_state/statemachines/base_map_state_machine_fail.json5
new file mode 100644
index 0000000000000..697e550a6c6d7
--- /dev/null
+++ b/tests/aws/services/stepfunctions/templates/test_state/statemachines/base_map_state_machine_fail.json5
@@ -0,0 +1,24 @@
+{
+  "Comment": "BASE_MAP_STATE_MACHINE_FAIL",
+  "StartAt": "State0",
+  "States": {
+   "State0": {
+      "Type": "Map",
+      "ItemsPath": "$.Values",
+      "ItemProcessor": {
+        "ProcessorConfig": {
+          "Mode": "INLINE"
+        },
+        "StartAt": "HandleItem",
+        "States": {
+          "HandleItem": {
+            "Type": "Fail",
+            "Error": "SomeFailure",
+            "Cause": "This state machines raises a 'SomeFailure' failure."
+          }
+        }
+      },
+      "End": true
+    }
+  }
+}
diff --git a/tests/aws/services/stepfunctions/templates/test_state/statemachines/base_map_state_retry.json5 b/tests/aws/services/stepfunctions/templates/test_state/statemachines/base_map_state_retry.json5
new file mode 100644
index 0000000000000..777468d6f1d19
--- /dev/null
+++ b/tests/aws/services/stepfunctions/templates/test_state/statemachines/base_map_state_retry.json5
@@ -0,0 +1,32 @@
+{
+  "Comment": "BASE_MAP_STATE_RETRY",
+  "Type": "Map",
+  "QueryLanguage": "JSONata",
+  "Items": "{% $states.input.Values %}",
+  "ItemProcessor": {
+    "ProcessorConfig": {
+      "Mode": "DISTRIBUTED",
+      "ExecutionType": "STANDARD"
+    },
+    "StartAt": "TestState",
+    "States": {
+      "TestState": {
+        "Type": "Task",
+        "Resource": "arn:aws:lambda:your-region:your-account-id:function:yourHelloWorldFunction",
+        "End": true
+      }
+    }
+  },
+  "Retry": [
+    {
+      "ErrorEquals": ["MockException"],
+      "MaxAttempts": 3
+    },
+    {
+      "ErrorEquals": ["States.ExceedToleratedFailureThreshold"],
+      "MaxAttempts": 2
+    }
+  ],
+  "ToleratedFailureCount": 1,
+  "End": true
+}
\ No newline at end of file
diff --git a/tests/aws/services/stepfunctions/templates/test_state/statemachines/base_multi_state_machine.json5 b/tests/aws/services/stepfunctions/templates/test_state/statemachines/base_multi_state_machine.json5
new file mode 100644
index 0000000000000..e6ea7816cc408
--- /dev/null
+++ b/tests/aws/services/stepfunctions/templates/test_state/statemachines/base_multi_state_machine.json5
@@ -0,0 +1,16 @@
+{
+  "Comment": "BASE_MULTI_STATE_MACHINE",
+  "QueryLanguage": "JSONata",
+  "StartAt": "State0",
+  "States": {
+    "State0": {
+      "Type": "Pass",
+      "Next": "State1"
+    },
+    "State1": {
+      "Type": "Fail",
+      "Error": "SomeFailure",
+      "Cause": "This state machines raises a 'SomeFailure' failure.",
+    },
+  }
+}
\ No newline at end of file
diff --git a/tests/aws/services/stepfunctions/templates/test_state/statemachines/base_pass_state_machine.json5 b/tests/aws/services/stepfunctions/templates/test_state/statemachines/base_pass_state_machine.json5
new file mode 100644
index 0000000000000..869593a6ea2a5
--- /dev/null
+++ b/tests/aws/services/stepfunctions/templates/test_state/statemachines/base_pass_state_machine.json5
@@ -0,0 +1,10 @@
+{
+  "Comment": "BASE_PASS_STATE_MACHINE",
+  "StartAt": "State0",
+  "States": {
+    "State0": {
+      "Type": "Pass",
+      "End": true
+    }
+  }
+}
\ No newline at end of file
diff --git a/tests/aws/services/stepfunctions/templates/test_state/statemachines/base_sfn_start_execution.json5 b/tests/aws/services/stepfunctions/templates/test_state/statemachines/base_sfn_start_execution.json5
new file mode 100644
index 0000000000000..5f90af204e34c
--- /dev/null
+++ b/tests/aws/services/stepfunctions/templates/test_state/statemachines/base_sfn_start_execution.json5
@@ -0,0 +1,14 @@
+{
+  "Type": "Task",
+  "QueryLanguage": "JSONata",
+  "Resource": "arn:aws:states:::states:startExecution",
+  "Arguments": {
+    "Input": "{% $states.input.targetInput %}",
+    "StateMachineArn": "{% $states.input.stateMachineArn %}",
+    "Name": "{% $states.input.name %}"
+  },
+  "Output": {
+    "targetExecutionResult": "{% $states.result %}"
+  },
+  "End": true,
+}
diff --git a/tests/aws/services/stepfunctions/templates/test_state/statemachines/base_sqs_send_message.json5 b/tests/aws/services/stepfunctions/templates/test_state/statemachines/base_sqs_send_message.json5
new file mode 100644
index 0000000000000..dd7b6254e0368
--- /dev/null
+++ b/tests/aws/services/stepfunctions/templates/test_state/statemachines/base_sqs_send_message.json5
@@ -0,0 +1,9 @@
+{
+  "Type": "Task",
+  "Resource": "arn:aws:states:::sqs:sendMessage",
+  "Parameters": {
+    "QueueUrl.$": "$.QueueUrl",
+    "MessageBody.$": "$.MessageBody"
+  },
+  "End": true
+}
diff --git a/tests/aws/services/stepfunctions/templates/test_state/statemachines/base_task_state_catch.json5 b/tests/aws/services/stepfunctions/templates/test_state/statemachines/base_task_state_catch.json5
new file mode 100644
index 0000000000000..51d12e7cec9b7
--- /dev/null
+++ b/tests/aws/services/stepfunctions/templates/test_state/statemachines/base_task_state_catch.json5
@@ -0,0 +1,23 @@
+{
+  "Comment": "BASE_TASK_STATE_CATCH",
+  "QueryLanguage": "JSONata",
+  "Type": "Task",
+  "Resource": "arn:aws:states:::lambda:invoke",
+  "Arguments": {
+    "FunctionName": "foo",
+    "Payload": "bar"
+  },
+  "Catch": [
+    {
+      "ErrorEquals": ["MockException"],
+      "Output": "{% $states %}",
+      "Next": "HandleMockError"
+    },
+    {
+      "ErrorEquals": ["States.TaskFailed"],
+      "Output": "{% $states %}",
+      "Next": "HandleThreshold"
+    }
+  ],
+  "End": true
+}
\ No newline at end of file
diff --git a/tests/aws/services/stepfunctions/templates/test_state/statemachines/base_task_state_retry.json5 b/tests/aws/services/stepfunctions/templates/test_state/statemachines/base_task_state_retry.json5
new file mode 100644
index 0000000000000..d8fb2fb20dc8b
--- /dev/null
+++ b/tests/aws/services/stepfunctions/templates/test_state/statemachines/base_task_state_retry.json5
@@ -0,0 +1,19 @@
+{
+  "Comment": "BASE_TASK_STATE_RETRY",
+  "QueryLanguage": "JSONata",
+  "Type": "Task",
+  "Resource": "arn:aws:states:::lambda:invoke",
+  "Arguments": {
+    "FunctionName": "foo",
+    "Payload": "bar"
+  },
+  "Retry": [
+    {
+      "ErrorEquals": ["MockException"],
+      "IntervalSeconds": 1,
+      "MaxAttempts": 5,
+      "BackoffRate": 2.0
+    },
+  ],
+  "End": true
+}
\ No newline at end of file
diff --git a/tests/aws/services/stepfunctions/templates/test_state/statemachines/io_dynamodb_service_task_state.json5 b/tests/aws/services/stepfunctions/templates/test_state/statemachines/io_dynamodb_service_task_state.json5
new file mode 100644
index 0000000000000..6adee18d1b35f
--- /dev/null
+++ b/tests/aws/services/stepfunctions/templates/test_state/statemachines/io_dynamodb_service_task_state.json5
@@ -0,0 +1,10 @@
+{
+  "Type": "Task",
+  "Resource": "arn:aws:states:::dynamodb:putItem",
+  "Parameters": {
+    "TableName.$": "$.TableName",
+    "Item.$": "$.Item"
+  },
+  "ResultPath": "$.putItemOutput",
+  "End": true
+}
diff --git a/tests/aws/services/stepfunctions/templates/test_state/statemachines/io_output_path_dynamodb_service_task_state.json5 b/tests/aws/services/stepfunctions/templates/test_state/statemachines/io_output_path_dynamodb_service_task_state.json5
new file mode 100644
index 0000000000000..1c0a72d3c9aed
--- /dev/null
+++ b/tests/aws/services/stepfunctions/templates/test_state/statemachines/io_output_path_dynamodb_service_task_state.json5
@@ -0,0 +1,11 @@
+{
+  "Type": "Task",
+  "Resource": "arn:aws:states:::dynamodb:putItem",
+  "Parameters": {
+    "TableName.$": "$.TableName",
+    "Item.$": "$.Item"
+  },
+  "ResultPath": "$.putItemOutput",
+  "OutputPath": "$.putItemOutput",
+  "End": true
+}
diff --git a/tests/aws/services/stepfunctions/templates/test_state/statemachines/io_sqs_service_task_wait.json5 b/tests/aws/services/stepfunctions/templates/test_state/statemachines/io_sqs_service_task_wait.json5
new file mode 100644
index 0000000000000..df9d161c31491
--- /dev/null
+++ b/tests/aws/services/stepfunctions/templates/test_state/statemachines/io_sqs_service_task_wait.json5
@@ -0,0 +1,14 @@
+{
+    "Comment": "IO_SQS_SERVICE_TASK_WAIT",
+    "Type": "Task",
+    "Resource": "arn:aws:states:::sqs:sendMessage.waitForTaskToken",
+    "Parameters": {
+        "QueueUrl": "https://sqs.us-east-2.amazonaws.com/123456789012/myQueue",
+        "MessageBody": {
+            "Message": "Hello from Step Functions!",
+            "TaskToken.$": "$$.Task.Token"
+        }
+    },
+    "ResultPath": "$.SQS",
+    "Next": "NEXT_STATE"
+}
\ No newline at end of file
diff --git a/tests/aws/services/stepfunctions/templates/test_state/statemachines/localstack_blogpost_scenario_state_machine.json5 b/tests/aws/services/stepfunctions/templates/test_state/statemachines/localstack_blogpost_scenario_state_machine.json5
new file mode 100644
index 0000000000000..882ca205f4368
--- /dev/null
+++ b/tests/aws/services/stepfunctions/templates/test_state/statemachines/localstack_blogpost_scenario_state_machine.json5
@@ -0,0 +1,63 @@
+{
+  "Comment": "Cost approval workflow",
+  "QueryLanguage": "JSONata",
+  "StartAt": "Approval Required",
+  "States": {
+    "Approval Required": {
+      "Type": "Choice",
+      "Choices": [
+        {
+          "Condition": "{% $states.input.cost < 10 %}",
+          "Next": "Purchase Approved"
+        }
+      ],
+      "Default": "Ask for Approval"
+    },
+    "Purchase Approved": {
+      "Type": "Succeed"
+    },
+    "Ask for Approval": {
+      "Type": "Task",
+      "Resource": "arn:aws:states:::apigateway:invoke",
+      "Arguments": {
+        "Method": "POST",
+        "ApiEndpoint": "__api_gateway_endpoint__",
+        "Path": "/approval",
+        "RequestBody": {
+          "cost": "{% $states.input.cost %}",
+          "dept_id": "12345678"
+        },
+        "AuthType": "NO_AUTH"
+      },
+      "Retry": [
+        {
+          "ErrorEquals": [
+            "States.ALL"
+          ],
+          "BackoffRate": 2,
+          "IntervalSeconds": 1,
+          "MaxAttempts": 3,
+        }
+      ],
+      "Next": "Check Approval",
+      "Output": {
+        "approval": "{% $states.result.approval %}",
+        "approval_code": "2387462",
+        "approved_by": "Mary"
+      }
+    },
+    "Check Approval": {
+      "Type": "Choice",
+      "Choices": [
+        {
+          "Next": "Purchase Approved",
+          "Condition": "{% $states.input.approval %}"
+        }
+      ],
+      "Default": "Not Approved"
+    },
+    "Not Approved": {
+      "Type": "Fail"
+    }
+  },
+}
diff --git a/tests/aws/services/stepfunctions/templates/test_state/statemachines/map_item_reader_state_machine.json5 b/tests/aws/services/stepfunctions/templates/test_state/statemachines/map_item_reader_state_machine.json5
new file mode 100644
index 0000000000000..c2ebe9d770f8f
--- /dev/null
+++ b/tests/aws/services/stepfunctions/templates/test_state/statemachines/map_item_reader_state_machine.json5
@@ -0,0 +1,35 @@
+{
+  "Comment": "MAP_ITEM_READER_STATE_MACHINE",
+  "QueryLanguage": "JSONata",
+  "StartAt": "State0",
+  "States": {
+    "State0": {
+      "Type": "Map",
+      "MaxConcurrency": 1,
+      "ItemReader": {
+        "ReaderConfig": {
+          "InputType": "JSON",
+        },
+        "Resource": "arn:aws:states:::s3:getObject",
+        "Arguments": {
+          "Bucket": "{% $states.input.Bucket %}",
+          "Key":"{% $states.input.Key %}"
+        },
+      },
+      "ItemProcessor": {
+        "ProcessorConfig": {
+          "Mode": "DISTRIBUTED",
+          "ExecutionType": "STANDARD"
+        },
+        "StartAt": "HandleItem",
+        "States": {
+          "HandleItem": {
+            "Type": "Pass",
+            "End": true
+          }
+        },
+      },
+      "End": true
+    }
+  }
+}
diff --git a/tests/aws/services/stepfunctions/templates/test_state/statemachines/map_task_state.json5 b/tests/aws/services/stepfunctions/templates/test_state/statemachines/map_task_state.json5
new file mode 100644
index 0000000000000..bbe91f3404209
--- /dev/null
+++ b/tests/aws/services/stepfunctions/templates/test_state/statemachines/map_task_state.json5
@@ -0,0 +1,55 @@
+{
+  "Comment": "MAP_TASK_STATE",
+  "Type": "Map",
+  "QueryLanguage": "JSONata",
+  "Items": "{% $states.input.Values %}",
+  "ItemProcessor": {
+    "ProcessorConfig": {
+      "Mode": "DISTRIBUTED",
+      "ExecutionType": "STANDARD"
+    },
+    "StartAt": "TestState",
+    "States": {
+      "TestState": {
+        "Type": "Task",
+        "QueryLanguage": "JSONata",
+        "Resource": "arn:aws:states:::lambda:invoke",
+        "Arguments": {
+          "FunctionName": "foo",
+          "Payload": "bar"
+        },
+        "End": true
+      }
+    }
+  },
+  "Output": {
+    "result": "{% $map($states.result, function($v) { $v = 1 ? 'pass' : 'failed' }) %}",
+    "successCount": "{% $count($states.result[$ = 1]) %}",
+    "failedCount": "{% $count($states.result[$ = 0]) %}"
+  },
+  "ToleratedFailureCount": 1,
+  "Retry": [
+    {
+      "ErrorEquals": ["MockException"],
+      "MaxAttempts": 3
+    },
+    {
+      "ErrorEquals": ["States.ExceedToleratedFailureThreshold"],
+      "MaxAttempts": 2
+    }
+  ],
+  "Catch": [
+    {
+      "ErrorEquals": ["States.ExceedToleratedFailureThreshold"],
+      "Output": "{% $states %}",
+      "Next": "HandleThresholdExceeded"
+    },
+    {
+      "ErrorEquals": ["MockException"],
+      "Output": "{% $states %}",
+      "Next": "HandleMockException"
+
+    }
+  ],
+  "End": true
+}
\ No newline at end of file
diff --git a/tests/aws/services/stepfunctions/templates/test_state/statemachines/map_task_state_machine.json5 b/tests/aws/services/stepfunctions/templates/test_state/statemachines/map_task_state_machine.json5
new file mode 100644
index 0000000000000..bf317718b4ff6
--- /dev/null
+++ b/tests/aws/services/stepfunctions/templates/test_state/statemachines/map_task_state_machine.json5
@@ -0,0 +1,31 @@
+{
+  "Comment": "MAP_TASK_STATE_MACHINE",
+  "QueryLanguage": "JSONata",
+  "StartAt": "State0",
+  "States": {
+   "State0": {
+      "Type": "Map",
+      "Items": "{% $states.input.Values %}",
+      "ItemProcessor": {
+        "ProcessorConfig": {
+          "Mode": "DISTRIBUTED",
+          "ExecutionType": "STANDARD"
+        },
+        "StartAt": "HandleItem",
+        "States": {
+          "HandleItem": {
+            "Type": "Task",
+            "Resource": "arn:aws:states:::lambda:invoke",
+            "Arguments": {
+              "FunctionName": "function-arn",
+              "Payload": "{% $states.input %}",
+            },
+            "End": true
+          }
+        }
+      },
+      "ToleratedFailureCount": 1,
+      "End": true
+    }
+  }
+}
diff --git a/tests/aws/services/stepfunctions/templates/test_state/test_state_templates.py b/tests/aws/services/stepfunctions/templates/test_state/test_state_templates.py
index 18b5aa888ffd2..3da7af5109877 100644
--- a/tests/aws/services/stepfunctions/templates/test_state/test_state_templates.py
+++ b/tests/aws/services/stepfunctions/templates/test_state/test_state_templates.py
@@ -19,6 +19,31 @@ class TestStateTemplate(TemplateLoader):
     BASE_RESULT_PASS_STATE: Final[str] = os.path.join(
         _THIS_FOLDER, "statemachines/base_result_pass_state.json5"
     )
+    BASE_DYNAMODB_SERVICE_TASK_STATE: Final[str] = os.path.join(
+        _THIS_FOLDER, "statemachines/base_dynamodb_service_task_state.json5"
+    )
+    BASE_DYNAMODB_SERVICE_TASK_STATE: Final[str] = os.path.join(
+        _THIS_FOLDER, "statemachines/base_dynamodb_service_task_state.json5"
+    )
+    IO_DYNAMODB_SERVICE_TASK_STATE: Final[str] = os.path.join(
+        _THIS_FOLDER, "statemachines/io_dynamodb_service_task_state.json5"
+    )
+    IO_OUTPUT_PATH_DYNAMODB_SERVICE_TASK_STATE: Final[str] = os.path.join(
+        _THIS_FOLDER, "statemachines/io_output_path_dynamodb_service_task_state.json5"
+    )
+
+    IO_SQS_SERVICE_TASK_WAIT: Final[str] = os.path.join(
+        _THIS_FOLDER, "statemachines/io_sqs_service_task_wait.json5"
+    )
+
+    BASE_MAP_STATE: Final[str] = os.path.join(_THIS_FOLDER, "statemachines/base_map_state.json5")
+    BASE_MAP_STATE_CATCH: Final[str] = os.path.join(
+        _THIS_FOLDER, "statemachines/base_map_state_catch.json5"
+    )
+    BASE_MAP_STATE_RETRY: Final[str] = os.path.join(
+        _THIS_FOLDER, "statemachines/base_map_state_retry.json5"
+    )
+
     IO_PASS_STATE: Final[str] = os.path.join(_THIS_FOLDER, "statemachines/io_pass_state.json5")
     IO_RESULT_PASS_STATE: Final[str] = os.path.join(
         _THIS_FOLDER, "statemachines/io_result_pass_state.json5"
@@ -33,3 +58,69 @@ class TestStateTemplate(TemplateLoader):
     IO_LAMBDA_SERVICE_TASK_STATE: Final[str] = os.path.join(
         _THIS_FOLDER, "statemachines/io_lambda_service_task_state.json5"
     )
+    BASE_EVENTS_PUT_EVENTS_TASK_STATE: Final[str] = os.path.join(
+        _THIS_FOLDER, "statemachines/base_events_put_events.json5"
+    )
+    BASE_SQS_SEND_MESSAGE_TASK_STATE: Final[str] = os.path.join(
+        _THIS_FOLDER, "statemachines/base_sqs_send_message.json5"
+    )
+    BASE_SFN_START_EXECUTION_TASK_STATE: Final[str] = os.path.join(
+        _THIS_FOLDER, "statemachines/base_sfn_start_execution.json5"
+    )
+    BASE_AWS_SDK_S3_GET_OBJECT_TASK_STATE: Final[str] = os.path.join(
+        _THIS_FOLDER, "statemachines/base_aws_api_s3_get_object.json5"
+    )
+    BASE_AWS_SDK_KMS_ENCRYPT_TASK_STATE: Final[str] = os.path.join(
+        _THIS_FOLDER, "statemachines/base_aws_api_kms_encrypt.json5"
+    )
+    BASE_AWS_SDK_LAMBDA_GET_FUNCTION: Final[str] = os.path.join(
+        _THIS_FOLDER, "statemachines/base_aws_api_lambda_get_function.json5"
+    )
+
+    BASE_TASK_STATE_RETRY: Final[str] = os.path.join(
+        _THIS_FOLDER, "statemachines/base_task_state_retry.json5"
+    )
+    BASE_TASK_STATE_CATCH: Final[str] = os.path.join(
+        _THIS_FOLDER, "statemachines/base_task_state_catch.json5"
+    )
+
+    MAP_TASK_STATE: Final[str] = os.path.join(_THIS_FOLDER, "statemachines/map_task_state.json5")
+
+
+class TestStateMachineTemplate(TemplateLoader):
+    BASE_MULTI_STATE_MACHINE: Final[str] = os.path.join(
+        _THIS_FOLDER, "statemachines/base_multi_state_machine.json5"
+    )
+
+    BASE_PASS_STATE_MACHINE: Final[str] = os.path.join(
+        _THIS_FOLDER, "statemachines/base_pass_state_machine.json5"
+    )
+
+    BASE_FAIL_STATE_MACHINE: Final[str] = os.path.join(
+        _THIS_FOLDER, "statemachines/base_fail_state_machine.json5"
+    )
+
+    BASE_MAP_STATE_MACHINE: Final[str] = os.path.join(
+        _THIS_FOLDER, "statemachines/base_map_state_machine.json5"
+    )
+
+    MAP_TASK_STATE_MACHINE: Final[str] = os.path.join(
+        _THIS_FOLDER, "statemachines/map_task_state_machine.json5"
+    )
+
+    MAP_ITEM_READER_STATE_MACHINE: Final[str] = os.path.join(
+        _THIS_FOLDER, "statemachines/map_item_reader_state_machine.json5"
+    )
+
+    # TODO The below state machines need to be snapshot and included in parity tests
+    BASE_MAP_STATE_MACHINE_FAIL: Final[str] = os.path.join(
+        _THIS_FOLDER, "statemachines/base_map_state_machine_fail.json5"
+    )
+
+    BASE_MAP_STATE_MACHINE_CHOICE_FAIL: Final[str] = os.path.join(
+        _THIS_FOLDER, "statemachines/base_map_state_machine_choice_fail.json5"
+    )
+
+    LOCALSTACK_BLOGPOST_SCENARIO_STATE_MACHINE: Final[str] = os.path.join(
+        _THIS_FOLDER, "statemachines/localstack_blogpost_scenario_state_machine.json5"
+    )
diff --git a/tests/aws/services/stepfunctions/templates/mocked/statemachines/__init__.py b/tests/aws/services/stepfunctions/v2/local_mocking/__init__.py
similarity index 100%
rename from tests/aws/services/stepfunctions/templates/mocked/statemachines/__init__.py
rename to tests/aws/services/stepfunctions/v2/local_mocking/__init__.py
diff --git a/tests/aws/services/stepfunctions/v2/mocking/test_aws_scenarios.py b/tests/aws/services/stepfunctions/v2/local_mocking/test_aws_scenarios.py
similarity index 96%
rename from tests/aws/services/stepfunctions/v2/mocking/test_aws_scenarios.py
rename to tests/aws/services/stepfunctions/v2/local_mocking/test_aws_scenarios.py
index eccd6b426548d..94c13de0b7e31 100644
--- a/tests/aws/services/stepfunctions/v2/mocking/test_aws_scenarios.py
+++ b/tests/aws/services/stepfunctions/v2/local_mocking/test_aws_scenarios.py
@@ -3,10 +3,10 @@
 from localstack.testing.pytest import markers
 from localstack.testing.pytest.stepfunctions.utils import create_and_run_mock
 from localstack.utils.strings import short_uid
-from tests.aws.services.stepfunctions.mocked_service_integrations.mocked_service_integrations import (
+from tests.aws.services.stepfunctions.local_mocked_service_integrations.mocked_service_integrations import (
     MockedServiceIntegrationsLoader,
 )
-from tests.aws.services.stepfunctions.templates.mocked.mocked_templates import MockedTemplates
+from tests.aws.services.stepfunctions.templates.local_mocked.mocked_templates import MockedTemplates
 
 
 class TestBaseScenarios:
diff --git a/tests/aws/services/stepfunctions/v2/mocking/test_base_callbacks.py b/tests/aws/services/stepfunctions/v2/local_mocking/test_base_callbacks.py
similarity index 99%
rename from tests/aws/services/stepfunctions/v2/mocking/test_base_callbacks.py
rename to tests/aws/services/stepfunctions/v2/local_mocking/test_base_callbacks.py
index 78ab730b6363a..571766f06e484 100644
--- a/tests/aws/services/stepfunctions/v2/mocking/test_base_callbacks.py
+++ b/tests/aws/services/stepfunctions/v2/local_mocking/test_base_callbacks.py
@@ -12,7 +12,7 @@
     create_state_machine_with_iam_role,
 )
 from localstack.utils.strings import short_uid
-from tests.aws.services.stepfunctions.mocked_service_integrations.mocked_service_integrations import (
+from tests.aws.services.stepfunctions.local_mocked_service_integrations.mocked_service_integrations import (
     MockedServiceIntegrationsLoader,
 )
 from tests.aws.services.stepfunctions.templates.base.base_templates import BaseTemplate
diff --git a/tests/aws/services/stepfunctions/v2/mocking/test_base_callbacks.snapshot.json b/tests/aws/services/stepfunctions/v2/local_mocking/test_base_callbacks.snapshot.json
similarity index 96%
rename from tests/aws/services/stepfunctions/v2/mocking/test_base_callbacks.snapshot.json
rename to tests/aws/services/stepfunctions/v2/local_mocking/test_base_callbacks.snapshot.json
index 4628554c854af..e99f063aefd21 100644
--- a/tests/aws/services/stepfunctions/v2/mocking/test_base_callbacks.snapshot.json
+++ b/tests/aws/services/stepfunctions/v2/local_mocking/test_base_callbacks.snapshot.json
@@ -1,6 +1,6 @@
 {
-  "tests/aws/services/stepfunctions/v2/mocking/test_base_callbacks.py::TestBaseScenarios::test_sfn_start_execution_sync[SFN_SYNC]": {
-    "recorded-date": "24-04-2025, 10:05:48",
+  "tests/aws/services/stepfunctions/v2/local_mocking/test_base_callbacks.py::TestBaseScenarios::test_sfn_start_execution_sync[SFN_SYNC]": {
+    "recorded-date": "28-10-2025, 09:41:39",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -77,7 +77,7 @@
                       "keep-alive"
                     ],
                     "Content-Length": [
-                      "164"
+                      "161"
                     ],
                     "Date": "date",
                     "Content-Type": [
@@ -86,7 +86,7 @@
                   },
                   "HttpHeaders": {
                     "connection": "keep-alive",
-                    "Content-Length": "164",
+                    "Content-Length": "161",
                     "Content-Type": "application/x-amz-json-1.0",
                     "Date": "date",
                     "x-amzn-RequestId": "x-amzn-RequestId"
@@ -208,8 +208,8 @@
       }
     }
   },
-  "tests/aws/services/stepfunctions/v2/mocking/test_base_callbacks.py::TestBaseScenarios::test_sfn_start_execution_sync[SFN_SYNC2]": {
-    "recorded-date": "24-04-2025, 10:06:22",
+  "tests/aws/services/stepfunctions/v2/local_mocking/test_base_callbacks.py::TestBaseScenarios::test_sfn_start_execution_sync[SFN_SYNC2]": {
+    "recorded-date": "28-10-2025, 09:42:11",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -286,7 +286,7 @@
                       "keep-alive"
                     ],
                     "Content-Length": [
-                      "164"
+                      "161"
                     ],
                     "Date": "date",
                     "Content-Type": [
@@ -295,7 +295,7 @@
                   },
                   "HttpHeaders": {
                     "connection": "keep-alive",
-                    "Content-Length": "164",
+                    "Content-Length": "161",
                     "Content-Type": "application/x-amz-json-1.0",
                     "Date": "date",
                     "x-amzn-RequestId": "x-amzn-RequestId"
@@ -423,8 +423,8 @@
       }
     }
   },
-  "tests/aws/services/stepfunctions/v2/mocking/test_base_callbacks.py::TestBaseScenarios::test_sqs_wait_for_task_token": {
-    "recorded-date": "29-04-2025, 10:17:01",
+  "tests/aws/services/stepfunctions/v2/local_mocking/test_base_callbacks.py::TestBaseScenarios::test_sqs_wait_for_task_token": {
+    "recorded-date": "28-10-2025, 09:42:41",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -578,8 +578,8 @@
       }
     }
   },
-  "tests/aws/services/stepfunctions/v2/mocking/test_base_callbacks.py::TestBaseScenarios::test_sqs_wait_for_task_token_task_failure": {
-    "recorded-date": "29-04-2025, 11:15:14",
+  "tests/aws/services/stepfunctions/v2/local_mocking/test_base_callbacks.py::TestBaseScenarios::test_sqs_wait_for_task_token_task_failure": {
+    "recorded-date": "28-10-2025, 09:43:11",
     "recorded-content": {
       "get_execution_history": {
         "events": [
diff --git a/tests/aws/services/stepfunctions/v2/local_mocking/test_base_callbacks.validation.json b/tests/aws/services/stepfunctions/v2/local_mocking/test_base_callbacks.validation.json
new file mode 100644
index 0000000000000..6ab28e711db38
--- /dev/null
+++ b/tests/aws/services/stepfunctions/v2/local_mocking/test_base_callbacks.validation.json
@@ -0,0 +1,38 @@
+{
+  "tests/aws/services/stepfunctions/v2/local_mocking/test_base_callbacks.py::TestBaseScenarios::test_sfn_start_execution_sync[SFN_SYNC2]": {
+    "last_validated_date": "2025-10-28T09:42:14+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 28.55,
+      "teardown": 2.78,
+      "total": 31.33
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/local_mocking/test_base_callbacks.py::TestBaseScenarios::test_sfn_start_execution_sync[SFN_SYNC]": {
+    "last_validated_date": "2025-10-28T09:41:42+00:00",
+    "durations_in_seconds": {
+      "setup": 0.51,
+      "call": 29.71,
+      "teardown": 3.07,
+      "total": 33.29
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/local_mocking/test_base_callbacks.py::TestBaseScenarios::test_sqs_wait_for_task_token": {
+    "last_validated_date": "2025-10-28T09:42:43+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 27.0,
+      "teardown": 2.67,
+      "total": 29.67
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/local_mocking/test_base_callbacks.py::TestBaseScenarios::test_sqs_wait_for_task_token_task_failure": {
+    "last_validated_date": "2025-10-28T09:43:14+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 27.62,
+      "teardown": 2.66,
+      "total": 30.28
+    }
+  }
+}
diff --git a/tests/aws/services/stepfunctions/v2/mocking/test_base_scenarios.py b/tests/aws/services/stepfunctions/v2/local_mocking/test_base_scenarios.py
similarity index 97%
rename from tests/aws/services/stepfunctions/v2/mocking/test_base_scenarios.py
rename to tests/aws/services/stepfunctions/v2/local_mocking/test_base_scenarios.py
index cfaccf6623702..836f4ec7b8a45 100644
--- a/tests/aws/services/stepfunctions/v2/mocking/test_base_scenarios.py
+++ b/tests/aws/services/stepfunctions/v2/local_mocking/test_base_scenarios.py
@@ -17,7 +17,7 @@
     create_and_record_mocked_sync_execution,
 )
 from localstack.utils.strings import short_uid
-from tests.aws.services.stepfunctions.mocked_service_integrations.mocked_service_integrations import (
+from tests.aws.services.stepfunctions.local_mocked_service_integrations.mocked_service_integrations import (
     MockedServiceIntegrationsLoader,
 )
 from tests.aws.services.stepfunctions.templates.scenarios.scenarios_templates import (
@@ -323,8 +323,8 @@ def test_sqs_send_message(
         if is_aws_cloud():
             queue_name = f"queue-{short_uid()}"
             queue_url = sqs_create_queue(QueueName=queue_name)
-            sfn_snapshot.add_transformer(RegexTransformer(queue_name, "sqs-queue-name"))
             sfn_snapshot.add_transformer(RegexTransformer(queue_url, "sqs-queue-url"))
+            sfn_snapshot.add_transformer(RegexTransformer(queue_name, "sqs-queue-name"))
 
             exec_input = json.dumps({"QueueUrl": queue_url, "MessageBody": message_body})
             create_and_record_execution(
@@ -659,6 +659,20 @@ def test_parallel_state_lambda(
         sfn_snapshot.add_transformer(
             RegexTransformer(function_name_branch2, "function_name_branch2")
         )
+        sfn_snapshot.add_transformer(
+            JsonpathTransformer(
+                "$..stateExitedEventDetails.output",
+                "stateExitedEventDetails.output",
+                replace_reference=False,
+            )
+        )
+        sfn_snapshot.add_transformer(
+            JsonpathTransformer(
+                "$..executionSucceededEventDetails.output",
+                "executionSucceededEventDetails.output",
+                replace_reference=False,
+            )
+        )
 
         exec_input = json.dumps(
             {
diff --git a/tests/aws/services/stepfunctions/v2/mocking/test_base_scenarios.snapshot.json b/tests/aws/services/stepfunctions/v2/local_mocking/test_base_scenarios.snapshot.json
similarity index 89%
rename from tests/aws/services/stepfunctions/v2/mocking/test_base_scenarios.snapshot.json
rename to tests/aws/services/stepfunctions/v2/local_mocking/test_base_scenarios.snapshot.json
index 739ec3945461f..7ccce343077b5 100644
--- a/tests/aws/services/stepfunctions/v2/mocking/test_base_scenarios.snapshot.json
+++ b/tests/aws/services/stepfunctions/v2/local_mocking/test_base_scenarios.snapshot.json
@@ -1,6 +1,6 @@
 {
-  "tests/aws/services/stepfunctions/v2/mocking/test_base_scenarios.py::TestBaseScenarios::test_lambda_service_invoke": {
-    "recorded-date": "14-04-2025, 18:51:50",
+  "tests/aws/services/stepfunctions/v2/local_mocking/test_base_scenarios.py::TestBaseScenarios::test_lambda_service_invoke": {
+    "recorded-date": "28-10-2025, 09:44:00",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -436,8 +436,8 @@
       }
     }
   },
-  "tests/aws/services/stepfunctions/v2/mocking/test_base_scenarios.py::TestBaseScenarios::test_lambda_invoke": {
-    "recorded-date": "22-04-2025, 10:30:21",
+  "tests/aws/services/stepfunctions/v2/local_mocking/test_base_scenarios.py::TestBaseScenarios::test_lambda_invoke": {
+    "recorded-date": "28-10-2025, 09:43:41",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -543,8 +543,8 @@
       }
     }
   },
-  "tests/aws/services/stepfunctions/v2/mocking/test_base_scenarios.py::TestBaseScenarios::test_sqs_send_message": {
-    "recorded-date": "22-04-2025, 19:39:14",
+  "tests/aws/services/stepfunctions/v2/local_mocking/test_base_scenarios.py::TestBaseScenarios::test_sqs_send_message": {
+    "recorded-date": "28-10-2025, 10:04:26",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -739,8 +739,8 @@
       }
     }
   },
-  "tests/aws/services/stepfunctions/v2/mocking/test_base_scenarios.py::TestBaseScenarios::test_sns_publish_base": {
-    "recorded-date": "23-04-2025, 13:52:23",
+  "tests/aws/services/stepfunctions/v2/local_mocking/test_base_scenarios.py::TestBaseScenarios::test_sns_publish_base": {
+    "recorded-date": "28-10-2025, 09:44:52",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -938,8 +938,8 @@
       }
     }
   },
-  "tests/aws/services/stepfunctions/v2/mocking/test_base_scenarios.py::TestBaseScenarios::test_events_put_events": {
-    "recorded-date": "23-04-2025, 14:28:24",
+  "tests/aws/services/stepfunctions/v2/local_mocking/test_base_scenarios.py::TestBaseScenarios::test_events_put_events": {
+    "recorded-date": "28-10-2025, 09:45:08",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -1083,8 +1083,8 @@
       }
     }
   },
-  "tests/aws/services/stepfunctions/v2/mocking/test_base_scenarios.py::TestBaseScenarios::test_dynamodb_put_get_item": {
-    "recorded-date": "23-04-2025, 15:32:30",
+  "tests/aws/services/stepfunctions/v2/local_mocking/test_base_scenarios.py::TestBaseScenarios::test_dynamodb_put_get_item": {
+    "recorded-date": "28-10-2025, 09:45:33",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -1646,8 +1646,8 @@
       }
     }
   },
-  "tests/aws/services/stepfunctions/v2/mocking/test_base_scenarios.py::TestBaseScenarios::test_map_state_lambda": {
-    "recorded-date": "24-04-2025, 11:11:05",
+  "tests/aws/services/stepfunctions/v2/local_mocking/test_base_scenarios.py::TestBaseScenarios::test_map_state_lambda": {
+    "recorded-date": "28-10-2025, 09:45:56",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -2064,8 +2064,8 @@
       }
     }
   },
-  "tests/aws/services/stepfunctions/v2/mocking/test_base_scenarios.py::TestBaseScenarios::test_parallel_state_lambda": {
-    "recorded-date": "28-04-2025, 12:36:06",
+  "tests/aws/services/stepfunctions/v2/local_mocking/test_base_scenarios.py::TestBaseScenarios::test_parallel_state_lambda": {
+    "recorded-date": "28-10-2025, 10:19:56",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -2162,49 +2162,7 @@
             "previousEventId": 0,
             "stateExitedEventDetails": {
               "name": "Branch1",
-              "output": {
-                "ExecutedVersion": "$LATEST",
-                "Payload": [
-                  "string-literal"
-                ],
-                "SdkHttpMetadata": {
-                  "AllHttpHeaders": {
-                    "X-Amz-Executed-Version": [
-                      "$LATEST"
-                    ],
-                    "x-amzn-Remapped-Content-Length": [
-                      "0"
-                    ],
-                    "Connection": [
-                      "keep-alive"
-                    ],
-                    "x-amzn-RequestId": "x-amzn-RequestId",
-                    "Content-Length": [
-                      "18"
-                    ],
-                    "Date": "date",
-                    "X-Amzn-Trace-Id": "X-Amzn-Trace-Id",
-                    "Content-Type": [
-                      "application/json"
-                    ]
-                  },
-                  "HttpHeaders": {
-                    "Connection": "keep-alive",
-                    "Content-Length": "18",
-                    "Content-Type": "application/json",
-                    "Date": "date",
-                    "X-Amz-Executed-Version": "$LATEST",
-                    "x-amzn-Remapped-Content-Length": "0",
-                    "x-amzn-RequestId": "x-amzn-RequestId",
-                    "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
-                  },
-                  "HttpStatusCode": 200
-                },
-                "SdkResponseMetadata": {
-                  "RequestId": "RequestId"
-                },
-                "StatusCode": 200
-              },
+              "output": "stateExitedEventDetails.output",
               "outputDetails": {
                 "truncated": false
               }
@@ -2219,47 +2177,7 @@
             "previousEventId": 0,
             "stateExitedEventDetails": {
               "name": "Branch2",
-              "output": {
-                "ExecutedVersion": "$LATEST",
-                "Payload": "input-event-['string-literal']",
-                "SdkHttpMetadata": {
-                  "AllHttpHeaders": {
-                    "X-Amz-Executed-Version": [
-                      "$LATEST"
-                    ],
-                    "x-amzn-Remapped-Content-Length": [
-                      "0"
-                    ],
-                    "Connection": [
-                      "keep-alive"
-                    ],
-                    "x-amzn-RequestId": "x-amzn-RequestId",
-                    "Content-Length": [
-                      "32"
-                    ],
-                    "Date": "date",
-                    "X-Amzn-Trace-Id": "X-Amzn-Trace-Id",
-                    "Content-Type": [
-                      "application/json"
-                    ]
-                  },
-                  "HttpHeaders": {
-                    "Connection": "keep-alive",
-                    "Content-Length": "32",
-                    "Content-Type": "application/json",
-                    "Date": "date",
-                    "X-Amz-Executed-Version": "$LATEST",
-                    "x-amzn-Remapped-Content-Length": "0",
-                    "x-amzn-RequestId": "x-amzn-RequestId",
-                    "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
-                  },
-                  "HttpStatusCode": 200
-                },
-                "SdkResponseMetadata": {
-                  "RequestId": "RequestId"
-                },
-                "StatusCode": 200
-              },
+              "output": "stateExitedEventDetails.output",
               "outputDetails": {
                 "truncated": false
               }
@@ -2448,7 +2366,7 @@
             "previousEventId": 13,
             "stateExitedEventDetails": {
               "name": "ParallelState",
-              "output": "[{\"ExecutedVersion\":\"$LATEST\",\"Payload\":[\"string-literal\"],\"SdkHttpMetadata\":{\"AllHttpHeaders\":{\"X-Amz-Executed-Version\":[\"$LATEST\"],\"x-amzn-Remapped-Content-Length\":[\"0\"],\"Connection\":[\"keep-alive\"],\"x-amzn-RequestId\":[\"c455c86f-6cb5-4d5d-8a71-4f0a98b33059\"],\"Content-Length\":[\"18\"],\"Date\":[\"Mon, 28 Apr 2025 12:36:05 GMT\"],\"X-Amzn-Trace-Id\":[\"Root=1-680f7635-0182b6d14f9778376d202e25;Parent=7880c132e0e2009b;Sampled=0;Lineage=1:816810b0:0\"],\"Content-Type\":[\"application/json\"]},\"HttpHeaders\":{\"Connection\":\"keep-alive\",\"Content-Length\":\"18\",\"Content-Type\":\"application/json\",\"Date\":\"Mon, 28 Apr 2025 12:36:05 GMT\",\"X-Amz-Executed-Version\":\"$LATEST\",\"x-amzn-Remapped-Content-Length\":\"0\",\"x-amzn-RequestId\":\"c455c86f-6cb5-4d5d-8a71-4f0a98b33059\",\"X-Amzn-Trace-Id\":\"Root=1-680f7635-0182b6d14f9778376d202e25;Parent=7880c132e0e2009b;Sampled=0;Lineage=1:816810b0:0\"},\"HttpStatusCode\":200},\"SdkResponseMetadata\":{\"RequestId\":\"c455c86f-6cb5-4d5d-8a71-4f0a98b33059\"},\"StatusCode\":200},{\"ExecutedVersion\":\"$LATEST\",\"Payload\":\"input-event-['string-literal']\",\"SdkHttpMetadata\":{\"AllHttpHeaders\":{\"X-Amz-Executed-Version\":[\"$LATEST\"],\"x-amzn-Remapped-Content-Length\":[\"0\"],\"Connection\":[\"keep-alive\"],\"x-amzn-RequestId\":[\"bee07bb2-41e2-4c9f-9f6f-1a70696cc112\"],\"Content-Length\":[\"32\"],\"Date\":[\"Mon, 28 Apr 2025 12:36:05 GMT\"],\"X-Amzn-Trace-Id\":[\"Root=1-680f7635-5bd01853792e73951459090c;Parent=56aa9955dca169e9;Sampled=0;Lineage=1:786b2a01:0\"],\"Content-Type\":[\"application/json\"]},\"HttpHeaders\":{\"Connection\":\"keep-alive\",\"Content-Length\":\"32\",\"Content-Type\":\"application/json\",\"Date\":\"Mon, 28 Apr 2025 12:36:05 GMT\",\"X-Amz-Executed-Version\":\"$LATEST\",\"x-amzn-Remapped-Content-Length\":\"0\",\"x-amzn-RequestId\":\"bee07bb2-41e2-4c9f-9f6f-1a70696cc112\",\"X-Amzn-Trace-Id\":\"Root=1-680f7635-5bd01853792e73951459090c;Parent=56aa9955dca169e9;Sampled=0;Lineage=1:786b2a01:0\"},\"HttpStatusCode\":200},\"SdkResponseMetadata\":{\"RequestId\":\"bee07bb2-41e2-4c9f-9f6f-1a70696cc112\"},\"StatusCode\":200}]",
+              "output": "stateExitedEventDetails.output",
               "outputDetails": {
                 "truncated": false
               }
@@ -2458,7 +2376,7 @@
           },
           {
             "executionSucceededEventDetails": {
-              "output": "[{\"ExecutedVersion\":\"$LATEST\",\"Payload\":[\"string-literal\"],\"SdkHttpMetadata\":{\"AllHttpHeaders\":{\"X-Amz-Executed-Version\":[\"$LATEST\"],\"x-amzn-Remapped-Content-Length\":[\"0\"],\"Connection\":[\"keep-alive\"],\"x-amzn-RequestId\":[\"c455c86f-6cb5-4d5d-8a71-4f0a98b33059\"],\"Content-Length\":[\"18\"],\"Date\":[\"Mon, 28 Apr 2025 12:36:05 GMT\"],\"X-Amzn-Trace-Id\":[\"Root=1-680f7635-0182b6d14f9778376d202e25;Parent=7880c132e0e2009b;Sampled=0;Lineage=1:816810b0:0\"],\"Content-Type\":[\"application/json\"]},\"HttpHeaders\":{\"Connection\":\"keep-alive\",\"Content-Length\":\"18\",\"Content-Type\":\"application/json\",\"Date\":\"Mon, 28 Apr 2025 12:36:05 GMT\",\"X-Amz-Executed-Version\":\"$LATEST\",\"x-amzn-Remapped-Content-Length\":\"0\",\"x-amzn-RequestId\":\"c455c86f-6cb5-4d5d-8a71-4f0a98b33059\",\"X-Amzn-Trace-Id\":\"Root=1-680f7635-0182b6d14f9778376d202e25;Parent=7880c132e0e2009b;Sampled=0;Lineage=1:816810b0:0\"},\"HttpStatusCode\":200},\"SdkResponseMetadata\":{\"RequestId\":\"c455c86f-6cb5-4d5d-8a71-4f0a98b33059\"},\"StatusCode\":200},{\"ExecutedVersion\":\"$LATEST\",\"Payload\":\"input-event-['string-literal']\",\"SdkHttpMetadata\":{\"AllHttpHeaders\":{\"X-Amz-Executed-Version\":[\"$LATEST\"],\"x-amzn-Remapped-Content-Length\":[\"0\"],\"Connection\":[\"keep-alive\"],\"x-amzn-RequestId\":[\"bee07bb2-41e2-4c9f-9f6f-1a70696cc112\"],\"Content-Length\":[\"32\"],\"Date\":[\"Mon, 28 Apr 2025 12:36:05 GMT\"],\"X-Amzn-Trace-Id\":[\"Root=1-680f7635-5bd01853792e73951459090c;Parent=56aa9955dca169e9;Sampled=0;Lineage=1:786b2a01:0\"],\"Content-Type\":[\"application/json\"]},\"HttpHeaders\":{\"Connection\":\"keep-alive\",\"Content-Length\":\"32\",\"Content-Type\":\"application/json\",\"Date\":\"Mon, 28 Apr 2025 12:36:05 GMT\",\"X-Amz-Executed-Version\":\"$LATEST\",\"x-amzn-Remapped-Content-Length\":\"0\",\"x-amzn-RequestId\":\"bee07bb2-41e2-4c9f-9f6f-1a70696cc112\",\"X-Amzn-Trace-Id\":\"Root=1-680f7635-5bd01853792e73951459090c;Parent=56aa9955dca169e9;Sampled=0;Lineage=1:786b2a01:0\"},\"HttpStatusCode\":200},\"SdkResponseMetadata\":{\"RequestId\":\"bee07bb2-41e2-4c9f-9f6f-1a70696cc112\"},\"StatusCode\":200}]",
+              "output": "executionSucceededEventDetails.output",
               "outputDetails": {
                 "truncated": false
               }
@@ -2476,8 +2394,8 @@
       }
     }
   },
-  "tests/aws/services/stepfunctions/v2/mocking/test_base_scenarios.py::TestBaseScenarios::test_lambda_service_invoke_sync_execution": {
-    "recorded-date": "03-06-2025, 18:47:04",
+  "tests/aws/services/stepfunctions/v2/local_mocking/test_base_scenarios.py::TestBaseScenarios::test_lambda_service_invoke_sync_execution": {
+    "recorded-date": "28-10-2025, 09:44:18",
     "recorded-content": {
       "creation_response": {
         "creationDate": "datetime",
@@ -2489,7 +2407,7 @@
       },
       "start_execution_sync_response": {
         "billingDetails": {
-          "billedDurationInMilliseconds": 300,
+          "billedDurationInMilliseconds": 400,
           "billedMemoryUsedInMB": 64
         },
         "executionArn": "arn:<partition>:states:<region>:111111111111:express:<ArnPart_0idx>:<SyncExecArn_Part1_0idx>:<SyncExecArn_Part2_0idx>",
diff --git a/tests/aws/services/stepfunctions/v2/local_mocking/test_base_scenarios.validation.json b/tests/aws/services/stepfunctions/v2/local_mocking/test_base_scenarios.validation.json
new file mode 100644
index 0000000000000..f6d383824aedf
--- /dev/null
+++ b/tests/aws/services/stepfunctions/v2/local_mocking/test_base_scenarios.validation.json
@@ -0,0 +1,83 @@
+{
+  "tests/aws/services/stepfunctions/v2/local_mocking/test_base_scenarios.py::TestBaseScenarios::test_dynamodb_put_get_item": {
+    "last_validated_date": "2025-10-28T09:45:35+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 23.19,
+      "teardown": 1.78,
+      "total": 24.97
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/local_mocking/test_base_scenarios.py::TestBaseScenarios::test_events_put_events": {
+    "last_validated_date": "2025-10-28T09:45:10+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 13.95,
+      "teardown": 2.44,
+      "total": 16.39
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/local_mocking/test_base_scenarios.py::TestBaseScenarios::test_lambda_invoke": {
+    "last_validated_date": "2025-10-28T09:43:43+00:00",
+    "durations_in_seconds": {
+      "setup": 10.55,
+      "call": 16.82,
+      "teardown": 2.19,
+      "total": 29.56
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/local_mocking/test_base_scenarios.py::TestBaseScenarios::test_lambda_service_invoke": {
+    "last_validated_date": "2025-10-28T09:44:02+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 16.4,
+      "teardown": 2.25,
+      "total": 18.65
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/local_mocking/test_base_scenarios.py::TestBaseScenarios::test_lambda_service_invoke_sync_execution": {
+    "last_validated_date": "2025-10-28T09:44:20+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 15.81,
+      "teardown": 1.95,
+      "total": 17.76
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/local_mocking/test_base_scenarios.py::TestBaseScenarios::test_map_state_lambda": {
+    "last_validated_date": "2025-10-28T09:45:58+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 20.99,
+      "teardown": 2.51,
+      "total": 23.5
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/local_mocking/test_base_scenarios.py::TestBaseScenarios::test_parallel_state_lambda": {
+    "last_validated_date": "2025-10-28T10:20:00+00:00",
+    "durations_in_seconds": {
+      "setup": 11.86,
+      "call": 19.2,
+      "teardown": 3.44,
+      "total": 34.5
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/local_mocking/test_base_scenarios.py::TestBaseScenarios::test_sns_publish_base": {
+    "last_validated_date": "2025-10-28T09:44:54+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 15.03,
+      "teardown": 1.98,
+      "total": 17.01
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/local_mocking/test_base_scenarios.py::TestBaseScenarios::test_sqs_send_message": {
+    "last_validated_date": "2025-10-28T10:04:28+00:00",
+    "durations_in_seconds": {
+      "setup": 11.84,
+      "call": 15.44,
+      "teardown": 2.01,
+      "total": 29.29
+    }
+  }
+}
diff --git a/tests/aws/services/stepfunctions/v2/mocking/test_mock_config_file.py b/tests/aws/services/stepfunctions/v2/local_mocking/test_mock_config_file.py
similarity index 77%
rename from tests/aws/services/stepfunctions/v2/mocking/test_mock_config_file.py
rename to tests/aws/services/stepfunctions/v2/local_mocking/test_mock_config_file.py
index 931d66512936e..e193ffd062382 100644
--- a/tests/aws/services/stepfunctions/v2/mocking/test_mock_config_file.py
+++ b/tests/aws/services/stepfunctions/v2/local_mocking/test_mock_config_file.py
@@ -1,10 +1,10 @@
 from localstack import config
-from localstack.services.stepfunctions.mocking.mock_config import (
-    MockTestCase,
-    load_mock_test_case_for,
+from localstack.services.stepfunctions.local_mocking.mock_config import (
+    LocalMockTestCase,
+    load_local_mock_test_case_for,
 )
 from localstack.testing.pytest import markers
-from tests.aws.services.stepfunctions.mocked_service_integrations.mocked_service_integrations import (
+from tests.aws.services.stepfunctions.local_mocked_service_integrations.mocked_service_integrations import (
     MockedServiceIntegrationsLoader,
 )
 
@@ -12,7 +12,7 @@
 class TestMockConfigFile:
     @markers.aws.only_localstack
     def test_is_mock_config_flag_detected_unset(self, mock_config_file):
-        mock_test_case = load_mock_test_case_for(
+        mock_test_case = load_local_mock_test_case_for(
             state_machine_name="state_machine_name", test_case_name="test_case_name"
         )
         assert mock_test_case is None
@@ -31,7 +31,7 @@ def test_is_mock_config_flag_detected_set(self, mock_config_file, monkeypatch):
         }
         mock_config_file_path = mock_config_file(mock_config)
         monkeypatch.setattr(config, "SFN_MOCK_CONFIG", mock_config_file_path)
-        mock_test_case: MockTestCase = load_mock_test_case_for(
+        mock_test_case: LocalMockTestCase = load_local_mock_test_case_for(
             state_machine_name="S0", test_case_name="BaseTestCase"
         )
         assert mock_test_case is not None
diff --git a/tests/aws/services/stepfunctions/v2/mocking/__init__.py b/tests/aws/services/stepfunctions/v2/mocking/__init__.py
deleted file mode 100644
index e69de29bb2d1d..0000000000000
diff --git a/tests/aws/services/stepfunctions/v2/mocking/test_base_callbacks.validation.json b/tests/aws/services/stepfunctions/v2/mocking/test_base_callbacks.validation.json
deleted file mode 100644
index 1151f58cdcd1e..0000000000000
--- a/tests/aws/services/stepfunctions/v2/mocking/test_base_callbacks.validation.json
+++ /dev/null
@@ -1,14 +0,0 @@
-{
-  "tests/aws/services/stepfunctions/v2/mocking/test_base_callbacks.py::TestBaseScenarios::test_sfn_start_execution_sync[SFN_SYNC2]": {
-    "last_validated_date": "2025-04-24T10:06:22+00:00"
-  },
-  "tests/aws/services/stepfunctions/v2/mocking/test_base_callbacks.py::TestBaseScenarios::test_sfn_start_execution_sync[SFN_SYNC]": {
-    "last_validated_date": "2025-04-24T10:05:48+00:00"
-  },
-  "tests/aws/services/stepfunctions/v2/mocking/test_base_callbacks.py::TestBaseScenarios::test_sqs_wait_for_task_token": {
-    "last_validated_date": "2025-04-29T10:17:01+00:00"
-  },
-  "tests/aws/services/stepfunctions/v2/mocking/test_base_callbacks.py::TestBaseScenarios::test_sqs_wait_for_task_token_task_failure": {
-    "last_validated_date": "2025-04-29T11:15:14+00:00"
-  }
-}
diff --git a/tests/aws/services/stepfunctions/v2/mocking/test_base_scenarios.validation.json b/tests/aws/services/stepfunctions/v2/mocking/test_base_scenarios.validation.json
deleted file mode 100644
index 5836f11a2ed34..0000000000000
--- a/tests/aws/services/stepfunctions/v2/mocking/test_base_scenarios.validation.json
+++ /dev/null
@@ -1,29 +0,0 @@
-{
-  "tests/aws/services/stepfunctions/v2/mocking/test_base_scenarios.py::TestBaseScenarios::test_dynamodb_put_get_item": {
-    "last_validated_date": "2025-04-23T15:32:30+00:00"
-  },
-  "tests/aws/services/stepfunctions/v2/mocking/test_base_scenarios.py::TestBaseScenarios::test_events_put_events": {
-    "last_validated_date": "2025-04-23T14:28:24+00:00"
-  },
-  "tests/aws/services/stepfunctions/v2/mocking/test_base_scenarios.py::TestBaseScenarios::test_lambda_invoke": {
-    "last_validated_date": "2025-04-22T10:30:21+00:00"
-  },
-  "tests/aws/services/stepfunctions/v2/mocking/test_base_scenarios.py::TestBaseScenarios::test_lambda_service_invoke": {
-    "last_validated_date": "2025-04-14T18:51:50+00:00"
-  },
-  "tests/aws/services/stepfunctions/v2/mocking/test_base_scenarios.py::TestBaseScenarios::test_lambda_service_invoke_sync_execution": {
-    "last_validated_date": "2025-06-03T18:47:04+00:00"
-  },
-  "tests/aws/services/stepfunctions/v2/mocking/test_base_scenarios.py::TestBaseScenarios::test_map_state_lambda": {
-    "last_validated_date": "2025-04-24T11:11:05+00:00"
-  },
-  "tests/aws/services/stepfunctions/v2/mocking/test_base_scenarios.py::TestBaseScenarios::test_parallel_state_lambda": {
-    "last_validated_date": "2025-04-28T12:36:06+00:00"
-  },
-  "tests/aws/services/stepfunctions/v2/mocking/test_base_scenarios.py::TestBaseScenarios::test_sns_publish_base": {
-    "last_validated_date": "2025-04-23T13:52:23+00:00"
-  },
-  "tests/aws/services/stepfunctions/v2/mocking/test_base_scenarios.py::TestBaseScenarios::test_sqs_send_message": {
-    "last_validated_date": "2025-04-22T19:39:14+00:00"
-  }
-}
diff --git a/tests/aws/services/stepfunctions/v2/services/test_apigetway_task_service.snapshot.json b/tests/aws/services/stepfunctions/v2/services/test_apigetway_task_service.snapshot.json
index ee88f11d33538..2f39639bcf9af 100644
--- a/tests/aws/services/stepfunctions/v2/services/test_apigetway_task_service.snapshot.json
+++ b/tests/aws/services/stepfunctions/v2/services/test_apigetway_task_service.snapshot.json
@@ -1,6 +1,6 @@
 {
   "tests/aws/services/stepfunctions/v2/services/test_apigetway_task_service.py::TestTaskApiGateway::test_invoke_with_query_parameters": {
-    "recorded-date": "20-08-2023, 15:18:59",
+    "recorded-date": "06-11-2025, 12:16:28",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -259,7 +259,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/services/test_apigetway_task_service.py::TestTaskApiGateway::test_invoke_base": {
-    "recorded-date": "20-08-2023, 15:26:20",
+    "recorded-date": "06-11-2025, 12:12:42",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -449,7 +449,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/services/test_apigetway_task_service.py::TestTaskApiGateway::test_invoke_with_body_post[None]": {
-    "recorded-date": "25-08-2023, 12:40:49",
+    "recorded-date": "06-11-2025, 12:13:06",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -642,7 +642,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/services/test_apigetway_task_service.py::TestTaskApiGateway::test_invoke_with_body_post[]": {
-    "recorded-date": "25-08-2023, 12:41:13",
+    "recorded-date": "06-11-2025, 12:13:47",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -835,7 +835,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/services/test_apigetway_task_service.py::TestTaskApiGateway::test_invoke_with_body_post[HelloWorld]": {
-    "recorded-date": "25-08-2023, 12:41:49",
+    "recorded-date": "06-11-2025, 12:14:17",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -1800,7 +1800,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/services/test_apigetway_task_service.py::TestTaskApiGateway::test_invoke_error": {
-    "recorded-date": "20-08-2023, 16:15:34",
+    "recorded-date": "06-11-2025, 12:16:53",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -1905,7 +1905,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/services/test_apigetway_task_service.py::TestTaskApiGateway::test_invoke_with_body_post[request_body3]": {
-    "recorded-date": "25-08-2023, 12:42:12",
+    "recorded-date": "06-11-2025, 12:14:54",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -2181,7 +2181,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/services/test_apigetway_task_service.py::TestTaskApiGateway::test_invoke_with_headers[custom_header1]": {
-    "recorded-date": "06-10-2024, 14:50:48",
+    "recorded-date": "06-11-2025, 12:15:22",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -2401,7 +2401,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/services/test_apigetway_task_service.py::TestTaskApiGateway::test_invoke_with_headers[custom_header2]": {
-    "recorded-date": "06-10-2024, 14:51:07",
+    "recorded-date": "06-11-2025, 12:16:00",
     "recorded-content": {
       "get_execution_history": {
         "events": [
diff --git a/tests/aws/services/stepfunctions/v2/services/test_apigetway_task_service.validation.json b/tests/aws/services/stepfunctions/v2/services/test_apigetway_task_service.validation.json
index 22773c1a8de00..266e15481a172 100644
--- a/tests/aws/services/stepfunctions/v2/services/test_apigetway_task_service.validation.json
+++ b/tests/aws/services/stepfunctions/v2/services/test_apigetway_task_service.validation.json
@@ -1,32 +1,86 @@
 {
   "tests/aws/services/stepfunctions/v2/services/test_apigetway_task_service.py::TestTaskApiGateway::test_invoke_base": {
-    "last_validated_date": "2023-08-20T13:26:20+00:00"
+    "last_validated_date": "2025-11-06T12:12:46+00:00",
+    "durations_in_seconds": {
+      "setup": 12.84,
+      "call": 21.85,
+      "teardown": 4.98,
+      "total": 39.67
+    }
   },
   "tests/aws/services/stepfunctions/v2/services/test_apigetway_task_service.py::TestTaskApiGateway::test_invoke_error": {
-    "last_validated_date": "2023-08-20T14:15:34+00:00"
+    "last_validated_date": "2025-11-06T12:17:34+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 18.14,
+      "teardown": 41.19,
+      "total": 59.33
+    }
   },
   "tests/aws/services/stepfunctions/v2/services/test_apigetway_task_service.py::TestTaskApiGateway::test_invoke_with_body_post[HelloWorld]": {
-    "last_validated_date": "2023-08-25T10:41:49+00:00"
+    "last_validated_date": "2025-11-06T12:14:35+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 19.32,
+      "teardown": 17.83,
+      "total": 37.15
+    }
   },
   "tests/aws/services/stepfunctions/v2/services/test_apigetway_task_service.py::TestTaskApiGateway::test_invoke_with_body_post[None]": {
-    "last_validated_date": "2023-08-25T10:40:49+00:00"
+    "last_validated_date": "2025-11-06T12:13:28+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 19.38,
+      "teardown": 22.02,
+      "total": 41.4
+    }
   },
   "tests/aws/services/stepfunctions/v2/services/test_apigetway_task_service.py::TestTaskApiGateway::test_invoke_with_body_post[]": {
-    "last_validated_date": "2023-08-25T10:41:13+00:00"
+    "last_validated_date": "2025-11-06T12:13:58+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 19.41,
+      "teardown": 10.31,
+      "total": 29.72
+    }
   },
   "tests/aws/services/stepfunctions/v2/services/test_apigetway_task_service.py::TestTaskApiGateway::test_invoke_with_body_post[request_body3]": {
-    "last_validated_date": "2023-08-25T10:42:12+00:00"
+    "last_validated_date": "2025-11-06T12:15:03+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 19.36,
+      "teardown": 8.46,
+      "total": 27.82
+    }
   },
   "tests/aws/services/stepfunctions/v2/services/test_apigetway_task_service.py::TestTaskApiGateway::test_invoke_with_headers[custom_header1]": {
-    "last_validated_date": "2024-10-06T14:50:48+00:00"
+    "last_validated_date": "2025-11-06T12:15:41+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 19.48,
+      "teardown": 18.67,
+      "total": 38.15
+    }
   },
   "tests/aws/services/stepfunctions/v2/services/test_apigetway_task_service.py::TestTaskApiGateway::test_invoke_with_headers[custom_header2]": {
-    "last_validated_date": "2024-10-06T14:51:07+00:00"
+    "last_validated_date": "2025-11-06T12:16:08+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 19.23,
+      "teardown": 8.24,
+      "total": 27.47
+    }
   },
   "tests/aws/services/stepfunctions/v2/services/test_apigetway_task_service.py::TestTaskApiGateway::test_invoke_with_headers[singleStringHeader]": {
     "last_validated_date": "2024-10-06T14:50:24+00:00"
   },
   "tests/aws/services/stepfunctions/v2/services/test_apigetway_task_service.py::TestTaskApiGateway::test_invoke_with_query_parameters": {
-    "last_validated_date": "2023-08-20T13:18:59+00:00"
+    "last_validated_date": "2025-11-06T12:16:35+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 20.2,
+      "teardown": 6.06,
+      "total": 26.26
+    }
   }
 }
diff --git a/tests/aws/services/stepfunctions/v2/services/test_aws_sdk_task_service.snapshot.json b/tests/aws/services/stepfunctions/v2/services/test_aws_sdk_task_service.snapshot.json
index 7fd6cff9f6673..18f8adf6f654b 100644
--- a/tests/aws/services/stepfunctions/v2/services/test_aws_sdk_task_service.snapshot.json
+++ b/tests/aws/services/stepfunctions/v2/services/test_aws_sdk_task_service.snapshot.json
@@ -1,6 +1,6 @@
 {
   "tests/aws/services/stepfunctions/v2/services/test_aws_sdk_task_service.py::TestTaskServiceAwsSdk::test_list_secrets": {
-    "recorded-date": "22-06-2023, 13:59:49",
+    "recorded-date": "06-11-2025, 12:17:53",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -142,7 +142,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/services/test_aws_sdk_task_service.py::TestTaskServiceAwsSdk::test_dynamodb_put_get_item": {
-    "recorded-date": "16-05-2023, 22:27:38",
+    "recorded-date": "06-11-2025, 12:18:15",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -341,11 +341,11 @@
             "taskSucceededEventDetails": {
               "output": {
                 "Item": {
-                  "data": {
-                    "S": "HelloWorld"
-                  },
                   "id": {
                     "S": "id1"
+                  },
+                  "data": {
+                    "S": "HelloWorld"
                   }
                 }
               },
@@ -381,11 +381,11 @@
                 "putItemOutput": {},
                 "getItemOutput": {
                   "Item": {
-                    "data": {
-                      "S": "HelloWorld"
-                    },
                     "id": {
                       "S": "id1"
+                    },
+                    "data": {
+                      "S": "HelloWorld"
                     }
                   }
                 }
@@ -417,11 +417,11 @@
                 "putItemOutput": {},
                 "getItemOutput": {
                   "Item": {
-                    "data": {
-                      "S": "HelloWorld"
-                    },
                     "id": {
                       "S": "id1"
+                    },
+                    "data": {
+                      "S": "HelloWorld"
                     }
                   }
                 }
@@ -444,7 +444,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/services/test_aws_sdk_task_service.py::TestTaskServiceAwsSdk::test_dynamodb_put_delete_item": {
-    "recorded-date": "16-05-2023, 22:28:05",
+    "recorded-date": "06-11-2025, 12:18:39",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -719,7 +719,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/services/test_aws_sdk_task_service.py::TestTaskServiceAwsSdk::test_dynamodb_put_update_get_item": {
-    "recorded-date": "16-05-2023, 22:28:28",
+    "recorded-date": "06-11-2025, 12:19:01",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -1220,7 +1220,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/services/test_aws_sdk_task_service.py::TestTaskServiceAwsSdk::test_sfn_start_execution": {
-    "recorded-date": "18-12-2023, 14:22:59",
+    "recorded-date": "06-11-2025, 12:20:01",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -1341,7 +1341,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/services/test_aws_sdk_task_service.py::TestTaskServiceAwsSdk::test_sfn_start_execution_implicit_json_serialisation": {
-    "recorded-date": "05-02-2024, 11:29:16",
+    "recorded-date": "06-11-2025, 12:20:37",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -1489,7 +1489,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/services/test_aws_sdk_task_service.py::TestTaskServiceAwsSdk::test_sfn_send_task_outcome_with_no_such_token[state_machine_template0]": {
-    "recorded-date": "10-04-2024, 18:55:26",
+    "recorded-date": "06-11-2025, 12:19:18",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -1552,7 +1552,7 @@
             "id": 5,
             "previousEventId": 4,
             "taskFailedEventDetails": {
-              "cause": "Invalid Token: 'Invalid token' (Service: Sfn, Status Code: 400, Request ID: <request_id>)",
+              "cause": "Invalid Token: 'Invalid token' (Service: Sfn, Status Code: 400, Request ID: <request_id>) (SDK Attempt Count: 1)",
               "error": "Sfn.InvalidTokenException",
               "resource": "sendTaskSuccess",
               "resourceType": "aws-sdk:sfn"
@@ -1562,7 +1562,7 @@
           },
           {
             "executionFailedEventDetails": {
-              "cause": "Invalid Token: 'Invalid token' (Service: Sfn, Status Code: 400, Request ID: <request_id>)",
+              "cause": "Invalid Token: 'Invalid token' (Service: Sfn, Status Code: 400, Request ID: <request_id>) (SDK Attempt Count: 1)",
               "error": "Sfn.InvalidTokenException"
             },
             "id": 6,
@@ -1579,7 +1579,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/services/test_aws_sdk_task_service.py::TestTaskServiceAwsSdk::test_sfn_send_task_outcome_with_no_such_token[state_machine_template1]": {
-    "recorded-date": "10-04-2024, 18:55:40",
+    "recorded-date": "06-11-2025, 12:19:33",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -1641,7 +1641,7 @@
             "id": 5,
             "previousEventId": 4,
             "taskFailedEventDetails": {
-              "cause": "Invalid Token: 'Invalid token' (Service: Sfn, Status Code: 400, Request ID: <request_id>)",
+              "cause": "Invalid Token: 'Invalid token' (Service: Sfn, Status Code: 400, Request ID: <request_id>) (SDK Attempt Count: 1)",
               "error": "Sfn.InvalidTokenException",
               "resource": "sendTaskFailure",
               "resourceType": "aws-sdk:sfn"
@@ -1651,7 +1651,7 @@
           },
           {
             "executionFailedEventDetails": {
-              "cause": "Invalid Token: 'Invalid token' (Service: Sfn, Status Code: 400, Request ID: <request_id>)",
+              "cause": "Invalid Token: 'Invalid token' (Service: Sfn, Status Code: 400, Request ID: <request_id>) (SDK Attempt Count: 1)",
               "error": "Sfn.InvalidTokenException"
             },
             "id": 6,
@@ -1668,7 +1668,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/services/test_aws_sdk_task_service.py::TestTaskServiceAwsSdk::test_s3_get_object[empty_str]": {
-    "recorded-date": "27-01-2025, 10:17:44",
+    "recorded-date": "06-11-2025, 12:21:01",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -1804,7 +1804,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/services/test_aws_sdk_task_service.py::TestTaskServiceAwsSdk::test_s3_get_object[str]": {
-    "recorded-date": "27-01-2025, 10:18:02",
+    "recorded-date": "06-11-2025, 12:21:21",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -1940,7 +1940,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/services/test_aws_sdk_task_service.py::TestTaskServiceAwsSdk::test_s3_get_object[empty_binary]": {
-    "recorded-date": "27-01-2025, 10:18:18",
+    "recorded-date": "06-11-2025, 12:21:40",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -2076,7 +2076,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/services/test_aws_sdk_task_service.py::TestTaskServiceAwsSdk::test_s3_get_object[binary]": {
-    "recorded-date": "27-01-2025, 10:18:40",
+    "recorded-date": "06-11-2025, 12:22:00",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -2212,7 +2212,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/services/test_aws_sdk_task_service.py::TestTaskServiceAwsSdk::test_s3_get_object[bytearray]": {
-    "recorded-date": "27-01-2025, 10:18:56",
+    "recorded-date": "06-11-2025, 12:22:19",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -2348,7 +2348,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/services/test_aws_sdk_task_service.py::TestTaskServiceAwsSdk::test_s3_put_object[str]": {
-    "recorded-date": "27-01-2025, 10:29:12",
+    "recorded-date": "06-11-2025, 12:22:38",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -2491,7 +2491,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/services/test_aws_sdk_task_service.py::TestTaskServiceAwsSdk::test_s3_put_object[dict]": {
-    "recorded-date": "27-01-2025, 10:29:28",
+    "recorded-date": "06-11-2025, 12:22:57",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -2642,7 +2642,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/services/test_aws_sdk_task_service.py::TestTaskServiceAwsSdk::test_s3_put_object[list]": {
-    "recorded-date": "27-01-2025, 10:29:44",
+    "recorded-date": "06-11-2025, 12:23:16",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -2794,7 +2794,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/services/test_aws_sdk_task_service.py::TestTaskServiceAwsSdk::test_s3_put_object[bool]": {
-    "recorded-date": "27-01-2025, 10:30:01",
+    "recorded-date": "06-11-2025, 12:23:35",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -2937,7 +2937,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/services/test_aws_sdk_task_service.py::TestTaskServiceAwsSdk::test_s3_put_object[num]": {
-    "recorded-date": "27-01-2025, 10:30:17",
+    "recorded-date": "06-11-2025, 12:23:54",
     "recorded-content": {
       "get_execution_history": {
         "events": [
diff --git a/tests/aws/services/stepfunctions/v2/services/test_aws_sdk_task_service.validation.json b/tests/aws/services/stepfunctions/v2/services/test_aws_sdk_task_service.validation.json
index 53dcdf9b58d8d..8a64e4f5f1459 100644
--- a/tests/aws/services/stepfunctions/v2/services/test_aws_sdk_task_service.validation.json
+++ b/tests/aws/services/stepfunctions/v2/services/test_aws_sdk_task_service.validation.json
@@ -1,53 +1,164 @@
 {
   "tests/aws/services/stepfunctions/v2/services/test_aws_sdk_task_service.py::TestTaskServiceAwsSdk::test_dynamodb_put_delete_item": {
-    "last_validated_date": "2023-05-16T20:28:05+00:00"
+    "last_validated_date": "2025-11-06T12:18:41+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 21.28,
+      "teardown": 2.13,
+      "total": 23.41
+    }
   },
   "tests/aws/services/stepfunctions/v2/services/test_aws_sdk_task_service.py::TestTaskServiceAwsSdk::test_dynamodb_put_get_item": {
-    "last_validated_date": "2023-05-16T20:27:38+00:00"
+    "last_validated_date": "2025-11-06T12:18:18+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 20.9,
+      "teardown": 2.12,
+      "total": 23.02
+    }
   },
   "tests/aws/services/stepfunctions/v2/services/test_aws_sdk_task_service.py::TestTaskServiceAwsSdk::test_dynamodb_put_update_get_item": {
-    "last_validated_date": "2023-05-16T20:28:28+00:00"
+    "last_validated_date": "2025-11-06T12:19:04+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 20.52,
+      "teardown": 2.44,
+      "total": 22.96
+    }
   },
   "tests/aws/services/stepfunctions/v2/services/test_aws_sdk_task_service.py::TestTaskServiceAwsSdk::test_list_secrets": {
-    "last_validated_date": "2023-06-22T11:59:49+00:00"
+    "last_validated_date": "2025-11-06T12:17:55+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 18.96,
+      "teardown": 1.7,
+      "total": 20.66
+    }
   },
   "tests/aws/services/stepfunctions/v2/services/test_aws_sdk_task_service.py::TestTaskServiceAwsSdk::test_s3_get_object[binary]": {
-    "last_validated_date": "2025-01-27T10:18:40+00:00"
+    "last_validated_date": "2025-11-06T12:22:04+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 15.72,
+      "teardown": 3.57,
+      "total": 19.29
+    }
   },
   "tests/aws/services/stepfunctions/v2/services/test_aws_sdk_task_service.py::TestTaskServiceAwsSdk::test_s3_get_object[bytearray]": {
-    "last_validated_date": "2025-01-27T10:18:56+00:00"
+    "last_validated_date": "2025-11-06T12:22:22+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 15.37,
+      "teardown": 3.55,
+      "total": 18.92
+    }
   },
   "tests/aws/services/stepfunctions/v2/services/test_aws_sdk_task_service.py::TestTaskServiceAwsSdk::test_s3_get_object[empty_binary]": {
-    "last_validated_date": "2025-01-27T10:18:18+00:00"
+    "last_validated_date": "2025-11-06T12:21:44+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 16.17,
+      "teardown": 3.74,
+      "total": 19.91
+    }
   },
   "tests/aws/services/stepfunctions/v2/services/test_aws_sdk_task_service.py::TestTaskServiceAwsSdk::test_s3_get_object[empty_str]": {
-    "last_validated_date": "2025-01-27T10:17:44+00:00"
+    "last_validated_date": "2025-11-06T12:21:05+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 20.53,
+      "teardown": 3.77,
+      "total": 24.3
+    }
   },
   "tests/aws/services/stepfunctions/v2/services/test_aws_sdk_task_service.py::TestTaskServiceAwsSdk::test_s3_get_object[str]": {
-    "last_validated_date": "2025-01-27T10:18:02+00:00"
+    "last_validated_date": "2025-11-06T12:21:24+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 15.75,
+      "teardown": 3.73,
+      "total": 19.48
+    }
   },
   "tests/aws/services/stepfunctions/v2/services/test_aws_sdk_task_service.py::TestTaskServiceAwsSdk::test_s3_put_object[bool]": {
-    "last_validated_date": "2025-01-27T10:30:01+00:00"
+    "last_validated_date": "2025-11-06T12:23:38+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 15.98,
+      "teardown": 3.22,
+      "total": 19.2
+    }
   },
   "tests/aws/services/stepfunctions/v2/services/test_aws_sdk_task_service.py::TestTaskServiceAwsSdk::test_s3_put_object[dict]": {
-    "last_validated_date": "2025-01-27T10:29:28+00:00"
+    "last_validated_date": "2025-11-06T12:23:00+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 15.81,
+      "teardown": 3.25,
+      "total": 19.06
+    }
   },
   "tests/aws/services/stepfunctions/v2/services/test_aws_sdk_task_service.py::TestTaskServiceAwsSdk::test_s3_put_object[list]": {
-    "last_validated_date": "2025-01-27T10:29:44+00:00"
+    "last_validated_date": "2025-11-06T12:23:19+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 15.87,
+      "teardown": 3.25,
+      "total": 19.12
+    }
   },
   "tests/aws/services/stepfunctions/v2/services/test_aws_sdk_task_service.py::TestTaskServiceAwsSdk::test_s3_put_object[num]": {
-    "last_validated_date": "2025-01-27T10:30:17+00:00"
+    "last_validated_date": "2025-11-06T12:23:57+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 15.76,
+      "teardown": 3.33,
+      "total": 19.09
+    }
   },
   "tests/aws/services/stepfunctions/v2/services/test_aws_sdk_task_service.py::TestTaskServiceAwsSdk::test_s3_put_object[str]": {
-    "last_validated_date": "2025-01-27T10:29:12+00:00"
+    "last_validated_date": "2025-11-06T12:22:41+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 15.06,
+      "teardown": 3.18,
+      "total": 18.24
+    }
   },
   "tests/aws/services/stepfunctions/v2/services/test_aws_sdk_task_service.py::TestTaskServiceAwsSdk::test_sfn_send_task_outcome_with_no_such_token[state_machine_template0]": {
-    "last_validated_date": "2024-04-10T18:55:26+00:00"
+    "last_validated_date": "2025-11-06T12:19:20+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 14.23,
+      "teardown": 1.69,
+      "total": 15.92
+    }
   },
   "tests/aws/services/stepfunctions/v2/services/test_aws_sdk_task_service.py::TestTaskServiceAwsSdk::test_sfn_send_task_outcome_with_no_such_token[state_machine_template1]": {
-    "last_validated_date": "2024-04-10T18:55:40+00:00"
+    "last_validated_date": "2025-11-06T12:19:35+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 13.14,
+      "teardown": 1.73,
+      "total": 14.87
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/services/test_aws_sdk_task_service.py::TestTaskServiceAwsSdk::test_sfn_start_execution": {
+    "last_validated_date": "2025-11-06T12:20:05+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 26.45,
+      "teardown": 4.09,
+      "total": 30.54
+    }
   },
   "tests/aws/services/stepfunctions/v2/services/test_aws_sdk_task_service.py::TestTaskServiceAwsSdk::test_sfn_start_execution_implicit_json_serialisation": {
-    "last_validated_date": "2024-02-05T11:29:16+00:00"
+    "last_validated_date": "2025-11-06T12:20:41+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 31.74,
+      "teardown": 3.5,
+      "total": 35.24
+    }
   }
 }
diff --git a/tests/aws/services/stepfunctions/v2/services/test_dynamodb_task_service.py b/tests/aws/services/stepfunctions/v2/services/test_dynamodb_task_service.py
index b198625b0f1b4..3d04c929dc7a4 100644
--- a/tests/aws/services/stepfunctions/v2/services/test_dynamodb_task_service.py
+++ b/tests/aws/services/stepfunctions/v2/services/test_dynamodb_task_service.py
@@ -1,7 +1,9 @@
 import json
 
 import pytest
-from localstack_snapshot.snapshots.transformer import RegexTransformer
+from localstack_snapshot.snapshots.transformer import (
+    RegexTransformer,
+)
 
 from localstack.testing.pytest import markers
 from localstack.testing.pytest.stepfunctions.utils import (
diff --git a/tests/aws/services/stepfunctions/v2/services/test_dynamodb_task_service.snapshot.json b/tests/aws/services/stepfunctions/v2/services/test_dynamodb_task_service.snapshot.json
index a3014785e3f0e..ffcc09e68dc75 100644
--- a/tests/aws/services/stepfunctions/v2/services/test_dynamodb_task_service.snapshot.json
+++ b/tests/aws/services/stepfunctions/v2/services/test_dynamodb_task_service.snapshot.json
@@ -1,6 +1,6 @@
 {
   "tests/aws/services/stepfunctions/v2/services/test_dynamodb_task_service.py::TestTaskServiceDynamoDB::test_base_integrations[DYNAMODB_PUT_GET_ITEM]": {
-    "recorded-date": "03-02-2025, 16:31:26",
+    "recorded-date": "06-11-2025, 23:10:57",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -334,10 +334,10 @@
                     "Server": [
                       "Server"
                     ],
+                    "x-amzn-requestid": "x-amzn-requestid",
                     "Connection": [
                       "keep-alive"
                     ],
-                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "x-amz-crc32": "x-amz-crc32",
                     "Content-Length": [
                       "53"
@@ -354,7 +354,7 @@
                     "Date": "date",
                     "Server": "Server",
                     "x-amz-crc32": "x-amz-crc32",
-                    "x-amzn-RequestId": "x-amzn-RequestId"
+                    "x-amzn-requestid": "x-amzn-requestid"
                   },
                   "HttpStatusCode": 200
                 },
@@ -445,10 +445,10 @@
                       "Server": [
                         "Server"
                       ],
+                      "x-amzn-requestid": "x-amzn-requestid",
                       "Connection": [
                         "keep-alive"
                       ],
-                      "x-amzn-RequestId": "x-amzn-RequestId",
                       "x-amz-crc32": "x-amz-crc32",
                       "Content-Length": [
                         "53"
@@ -465,7 +465,7 @@
                       "Date": "date",
                       "Server": "Server",
                       "x-amz-crc32": "x-amz-crc32",
-                      "x-amzn-RequestId": "x-amzn-RequestId"
+                      "x-amzn-requestid": "x-amzn-requestid"
                     },
                     "HttpStatusCode": 200
                   },
@@ -552,10 +552,10 @@
                       "Server": [
                         "Server"
                       ],
+                      "x-amzn-requestid": "x-amzn-requestid",
                       "Connection": [
                         "keep-alive"
                       ],
-                      "x-amzn-RequestId": "x-amzn-RequestId",
                       "x-amz-crc32": "x-amz-crc32",
                       "Content-Length": [
                         "53"
@@ -572,7 +572,7 @@
                       "Date": "date",
                       "Server": "Server",
                       "x-amz-crc32": "x-amz-crc32",
-                      "x-amzn-RequestId": "x-amzn-RequestId"
+                      "x-amzn-requestid": "x-amzn-requestid"
                     },
                     "HttpStatusCode": 200
                   },
@@ -599,7 +599,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/services/test_dynamodb_task_service.py::TestTaskServiceDynamoDB::test_base_integrations[DYNAMODB_PUT_DELETE_ITEM]": {
-    "recorded-date": "03-02-2025, 16:31:51",
+    "recorded-date": "06-11-2025, 23:11:20",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -1174,7 +1174,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/services/test_dynamodb_task_service.py::TestTaskServiceDynamoDB::test_base_integrations[DYNAMODB_PUT_UPDATE_GET_ITEM]": {
-    "recorded-date": "03-02-2025, 16:34:47",
+    "recorded-date": "06-11-2025, 23:11:42",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -1813,10 +1813,10 @@
                     "Server": [
                       "Server"
                     ],
+                    "x-amzn-requestid": "x-amzn-requestid",
                     "Connection": [
                       "keep-alive"
                     ],
-                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "x-amz-crc32": "x-amz-crc32",
                     "Content-Length": [
                       "83"
@@ -1833,7 +1833,7 @@
                     "Date": "date",
                     "Server": "Server",
                     "x-amz-crc32": "x-amz-crc32",
-                    "x-amzn-RequestId": "x-amzn-RequestId"
+                    "x-amzn-requestid": "x-amzn-requestid"
                   },
                   "HttpStatusCode": 200
                 },
@@ -1966,10 +1966,10 @@
                       "Server": [
                         "Server"
                       ],
+                      "x-amzn-requestid": "x-amzn-requestid",
                       "Connection": [
                         "keep-alive"
                       ],
-                      "x-amzn-RequestId": "x-amzn-RequestId",
                       "x-amz-crc32": "x-amz-crc32",
                       "Content-Length": [
                         "83"
@@ -1986,7 +1986,7 @@
                       "Date": "date",
                       "Server": "Server",
                       "x-amz-crc32": "x-amz-crc32",
-                      "x-amzn-RequestId": "x-amzn-RequestId"
+                      "x-amzn-requestid": "x-amzn-requestid"
                     },
                     "HttpStatusCode": 200
                   },
@@ -2115,10 +2115,10 @@
                       "Server": [
                         "Server"
                       ],
+                      "x-amzn-requestid": "x-amzn-requestid",
                       "Connection": [
                         "keep-alive"
                       ],
-                      "x-amzn-RequestId": "x-amzn-RequestId",
                       "x-amz-crc32": "x-amz-crc32",
                       "Content-Length": [
                         "83"
@@ -2135,7 +2135,7 @@
                       "Date": "date",
                       "Server": "Server",
                       "x-amz-crc32": "x-amz-crc32",
-                      "x-amzn-RequestId": "x-amzn-RequestId"
+                      "x-amzn-requestid": "x-amzn-requestid"
                     },
                     "HttpStatusCode": 200
                   },
@@ -2162,7 +2162,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/services/test_dynamodb_task_service.py::TestTaskServiceDynamoDB::test_invalid_integration": {
-    "recorded-date": "03-02-2025, 16:35:03",
+    "recorded-date": "06-11-2025, 23:12:21",
     "recorded-content": {
       "exception": {
         "exception_typename": "InvalidDefinition",
@@ -2171,7 +2171,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/services/test_dynamodb_task_service.py::TestTaskServiceDynamoDB::test_base_integrations[DYNAMODB_PUT_QUERY]": {
-    "recorded-date": "05-02-2025, 09:50:00",
+    "recorded-date": "06-11-2025, 23:12:05",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -2496,11 +2496,11 @@
                 "Count": 1,
                 "Items": [
                   {
-                    "data": {
-                      "S": "HelloWorld"
-                    },
                     "id": {
                       "S": "id1"
+                    },
+                    "data": {
+                      "S": "HelloWorld"
                     }
                   }
                 ],
@@ -2579,11 +2579,11 @@
                   "Count": 1,
                   "Items": [
                     {
-                      "data": {
-                        "S": "HelloWorld"
-                      },
                       "id": {
                         "S": "id1"
+                      },
+                      "data": {
+                        "S": "HelloWorld"
                       }
                     }
                   ],
@@ -2658,11 +2658,11 @@
                   "Count": 1,
                   "Items": [
                     {
-                      "data": {
-                        "S": "HelloWorld"
-                      },
                       "id": {
                         "S": "id1"
+                      },
+                      "data": {
+                        "S": "HelloWorld"
                       }
                     }
                   ],
diff --git a/tests/aws/services/stepfunctions/v2/services/test_dynamodb_task_service.validation.json b/tests/aws/services/stepfunctions/v2/services/test_dynamodb_task_service.validation.json
index 690385c45fd30..b4c669758ae13 100644
--- a/tests/aws/services/stepfunctions/v2/services/test_dynamodb_task_service.validation.json
+++ b/tests/aws/services/stepfunctions/v2/services/test_dynamodb_task_service.validation.json
@@ -1,17 +1,47 @@
 {
   "tests/aws/services/stepfunctions/v2/services/test_dynamodb_task_service.py::TestTaskServiceDynamoDB::test_base_integrations[DYNAMODB_PUT_DELETE_ITEM]": {
-    "last_validated_date": "2025-02-03T16:31:51+00:00"
+    "last_validated_date": "2025-11-06T23:11:22+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 21.02,
+      "teardown": 2.18,
+      "total": 23.2
+    }
   },
   "tests/aws/services/stepfunctions/v2/services/test_dynamodb_task_service.py::TestTaskServiceDynamoDB::test_base_integrations[DYNAMODB_PUT_GET_ITEM]": {
-    "last_validated_date": "2025-02-03T16:31:26+00:00"
+    "last_validated_date": "2025-11-06T23:10:59+00:00",
+    "durations_in_seconds": {
+      "setup": 0.78,
+      "call": 19.92,
+      "teardown": 2.12,
+      "total": 22.82
+    }
   },
   "tests/aws/services/stepfunctions/v2/services/test_dynamodb_task_service.py::TestTaskServiceDynamoDB::test_base_integrations[DYNAMODB_PUT_QUERY]": {
-    "last_validated_date": "2025-02-05T09:50:00+00:00"
+    "last_validated_date": "2025-11-06T23:12:07+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 20.5,
+      "teardown": 2.29,
+      "total": 22.79
+    }
   },
   "tests/aws/services/stepfunctions/v2/services/test_dynamodb_task_service.py::TestTaskServiceDynamoDB::test_base_integrations[DYNAMODB_PUT_UPDATE_GET_ITEM]": {
-    "last_validated_date": "2025-02-03T16:34:47+00:00"
+    "last_validated_date": "2025-11-06T23:11:44+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 20.04,
+      "teardown": 2.16,
+      "total": 22.2
+    }
   },
   "tests/aws/services/stepfunctions/v2/services/test_dynamodb_task_service.py::TestTaskServiceDynamoDB::test_invalid_integration": {
-    "last_validated_date": "2025-02-03T16:35:03+00:00"
+    "last_validated_date": "2025-11-06T23:12:22+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 13.66,
+      "teardown": 1.23,
+      "total": 14.89
+    }
   }
 }
diff --git a/tests/aws/services/stepfunctions/v2/services/test_events_task_service.snapshot.json b/tests/aws/services/stepfunctions/v2/services/test_events_task_service.snapshot.json
index 70c23a96ec4fb..4aa039fff1af8 100644
--- a/tests/aws/services/stepfunctions/v2/services/test_events_task_service.snapshot.json
+++ b/tests/aws/services/stepfunctions/v2/services/test_events_task_service.snapshot.json
@@ -1,6 +1,6 @@
 {
   "tests/aws/services/stepfunctions/v2/services/test_events_task_service.py::TestTaskServiceEvents::test_put_events_base": {
-    "recorded-date": "12-09-2023, 10:45:20",
+    "recorded-date": "06-11-2025, 13:30:27",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -265,7 +265,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/services/test_events_task_service.py::TestTaskServiceEvents::test_put_events_malformed_detail": {
-    "recorded-date": "12-09-2023, 10:51:57",
+    "recorded-date": "06-11-2025, 12:26:47",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -384,12 +384,11 @@
           "HTTPHeaders": {},
           "HTTPStatusCode": 200
         }
-      },
-      "stepfunctions_events": []
+      }
     }
   },
   "tests/aws/services/stepfunctions/v2/services/test_events_task_service.py::TestTaskServiceEvents::test_put_events_no_source": {
-    "recorded-date": "12-09-2023, 13:17:16",
+    "recorded-date": "06-11-2025, 12:27:36",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -576,7 +575,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/services/test_events_task_service.py::TestTaskServiceEvents::test_put_events_mixed_malformed_detail": {
-    "recorded-date": "05-12-2024, 13:56:38",
+    "recorded-date": "06-11-2025, 12:27:54",
     "recorded-content": {
       "get_execution_history": {
         "events": [
diff --git a/tests/aws/services/stepfunctions/v2/services/test_events_task_service.validation.json b/tests/aws/services/stepfunctions/v2/services/test_events_task_service.validation.json
index c3a3a74b82377..5c4ff19bc7be8 100644
--- a/tests/aws/services/stepfunctions/v2/services/test_events_task_service.validation.json
+++ b/tests/aws/services/stepfunctions/v2/services/test_events_task_service.validation.json
@@ -1,14 +1,38 @@
 {
   "tests/aws/services/stepfunctions/v2/services/test_events_task_service.py::TestTaskServiceEvents::test_put_events_base": {
-    "last_validated_date": "2023-09-12T08:45:20+00:00"
+    "last_validated_date": "2025-11-06T13:30:30+00:00",
+    "durations_in_seconds": {
+      "setup": 0.68,
+      "call": 18.5,
+      "teardown": 3.05,
+      "total": 22.23
+    }
   },
   "tests/aws/services/stepfunctions/v2/services/test_events_task_service.py::TestTaskServiceEvents::test_put_events_malformed_detail": {
-    "last_validated_date": "2024-12-05T11:30:19+00:00"
+    "last_validated_date": "2025-11-06T12:26:50+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 13.84,
+      "teardown": 2.94,
+      "total": 16.78
+    }
   },
   "tests/aws/services/stepfunctions/v2/services/test_events_task_service.py::TestTaskServiceEvents::test_put_events_mixed_malformed_detail": {
-    "last_validated_date": "2024-12-05T13:56:38+00:00"
+    "last_validated_date": "2025-11-06T12:27:57+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 15.32,
+      "teardown": 3.56,
+      "total": 18.88
+    }
   },
   "tests/aws/services/stepfunctions/v2/services/test_events_task_service.py::TestTaskServiceEvents::test_put_events_no_source": {
-    "last_validated_date": "2023-09-12T11:17:16+00:00"
+    "last_validated_date": "2025-11-06T12:27:38+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 45.87,
+      "teardown": 2.61,
+      "total": 48.48
+    }
   }
 }
diff --git a/tests/aws/services/stepfunctions/v2/services/test_lambda_task.snapshot.json b/tests/aws/services/stepfunctions/v2/services/test_lambda_task.snapshot.json
index 807a6c562aab1..677371488477a 100644
--- a/tests/aws/services/stepfunctions/v2/services/test_lambda_task.snapshot.json
+++ b/tests/aws/services/stepfunctions/v2/services/test_lambda_task.snapshot.json
@@ -1,6 +1,6 @@
 {
   "tests/aws/services/stepfunctions/v2/services/test_lambda_task.py::TestTaskLambda::test_invoke_pipe": {
-    "recorded-date": "22-06-2023, 13:34:18",
+    "recorded-date": "06-11-2025, 12:31:08",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -170,7 +170,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/services/test_lambda_task.py::TestTaskLambda::test_invoke_bytes_payload": {
-    "recorded-date": "04-08-2023, 10:45:41",
+    "recorded-date": "06-11-2025, 12:28:14",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -360,7 +360,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/services/test_lambda_task.py::TestTaskLambda::test_invoke_json_values[HelloWorld]": {
-    "recorded-date": "04-08-2023, 16:13:17",
+    "recorded-date": "06-11-2025, 12:28:52",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -455,7 +455,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/services/test_lambda_task.py::TestTaskLambda::test_invoke_json_values[0.0]": {
-    "recorded-date": "04-08-2023, 16:13:35",
+    "recorded-date": "06-11-2025, 12:29:11",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -550,7 +550,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/services/test_lambda_task.py::TestTaskLambda::test_invoke_json_values[0_0]": {
-    "recorded-date": "04-08-2023, 16:13:53",
+    "recorded-date": "06-11-2025, 12:29:30",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -645,7 +645,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/services/test_lambda_task.py::TestTaskLambda::test_invoke_json_values[0_1]": {
-    "recorded-date": "04-08-2023, 16:14:12",
+    "recorded-date": "06-11-2025, 12:29:49",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -740,7 +740,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/services/test_lambda_task.py::TestTaskLambda::test_invoke_json_values[True]": {
-    "recorded-date": "04-08-2023, 16:14:30",
+    "recorded-date": "06-11-2025, 12:30:09",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -835,7 +835,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/services/test_lambda_task.py::TestTaskLambda::test_invoke_json_values[json_value6]": {
-    "recorded-date": "04-08-2023, 16:15:06",
+    "recorded-date": "06-11-2025, 12:30:47",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -1025,7 +1025,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/services/test_lambda_task.py::TestTaskLambda::test_invoke_json_values[json_value5]": {
-    "recorded-date": "04-08-2023, 16:14:48",
+    "recorded-date": "06-11-2025, 12:30:28",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -1120,7 +1120,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/services/test_lambda_task.py::TestTaskLambda::test_lambda_task_filter_parameters_input": {
-    "recorded-date": "22-09-2023, 22:36:51",
+    "recorded-date": "06-11-2025, 12:31:27",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -1275,7 +1275,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/services/test_lambda_task.py::TestTaskLambda::test_invoke_string_payload": {
-    "recorded-date": "25-03-2024, 22:25:45",
+    "recorded-date": "06-11-2025, 12:28:33",
     "recorded-content": {
       "get_execution_history": {
         "events": [
diff --git a/tests/aws/services/stepfunctions/v2/services/test_lambda_task.validation.json b/tests/aws/services/stepfunctions/v2/services/test_lambda_task.validation.json
index 72dad53a757ec..3886cc534292c 100644
--- a/tests/aws/services/stepfunctions/v2/services/test_lambda_task.validation.json
+++ b/tests/aws/services/stepfunctions/v2/services/test_lambda_task.validation.json
@@ -1,35 +1,101 @@
 {
   "tests/aws/services/stepfunctions/v2/services/test_lambda_task.py::TestTaskLambda::test_invoke_bytes_payload": {
-    "last_validated_date": "2023-08-04T08:45:41+00:00"
+    "last_validated_date": "2025-11-06T12:28:16+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 16.29,
+      "teardown": 2.83,
+      "total": 19.12
+    }
   },
   "tests/aws/services/stepfunctions/v2/services/test_lambda_task.py::TestTaskLambda::test_invoke_json_values[0.0]": {
-    "last_validated_date": "2023-08-04T14:13:35+00:00"
+    "last_validated_date": "2025-11-06T12:29:14+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 16.31,
+      "teardown": 2.76,
+      "total": 19.07
+    }
   },
   "tests/aws/services/stepfunctions/v2/services/test_lambda_task.py::TestTaskLambda::test_invoke_json_values[0_0]": {
-    "last_validated_date": "2023-08-04T14:13:53+00:00"
+    "last_validated_date": "2025-11-06T12:29:33+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 16.43,
+      "teardown": 2.9,
+      "total": 19.33
+    }
   },
   "tests/aws/services/stepfunctions/v2/services/test_lambda_task.py::TestTaskLambda::test_invoke_json_values[0_1]": {
-    "last_validated_date": "2023-08-04T14:14:12+00:00"
+    "last_validated_date": "2025-11-06T12:29:52+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 16.12,
+      "teardown": 2.75,
+      "total": 18.87
+    }
   },
   "tests/aws/services/stepfunctions/v2/services/test_lambda_task.py::TestTaskLambda::test_invoke_json_values[HelloWorld]": {
-    "last_validated_date": "2023-08-04T14:13:17+00:00"
+    "last_validated_date": "2025-11-06T12:28:55+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 16.33,
+      "teardown": 2.86,
+      "total": 19.19
+    }
   },
   "tests/aws/services/stepfunctions/v2/services/test_lambda_task.py::TestTaskLambda::test_invoke_json_values[True]": {
-    "last_validated_date": "2023-08-04T14:14:30+00:00"
+    "last_validated_date": "2025-11-06T12:30:11+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 16.36,
+      "teardown": 2.79,
+      "total": 19.15
+    }
   },
   "tests/aws/services/stepfunctions/v2/services/test_lambda_task.py::TestTaskLambda::test_invoke_json_values[json_value5]": {
-    "last_validated_date": "2023-08-04T14:14:48+00:00"
+    "last_validated_date": "2025-11-06T12:30:30+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 16.22,
+      "teardown": 2.91,
+      "total": 19.13
+    }
   },
   "tests/aws/services/stepfunctions/v2/services/test_lambda_task.py::TestTaskLambda::test_invoke_json_values[json_value6]": {
-    "last_validated_date": "2023-08-04T14:15:06+00:00"
+    "last_validated_date": "2025-11-06T12:30:49+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 16.3,
+      "teardown": 2.45,
+      "total": 18.75
+    }
   },
   "tests/aws/services/stepfunctions/v2/services/test_lambda_task.py::TestTaskLambda::test_invoke_pipe": {
-    "last_validated_date": "2023-06-22T11:34:18+00:00"
+    "last_validated_date": "2025-11-06T12:31:11+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 18.67,
+      "teardown": 3.32,
+      "total": 21.99
+    }
   },
   "tests/aws/services/stepfunctions/v2/services/test_lambda_task.py::TestTaskLambda::test_invoke_string_payload": {
-    "last_validated_date": "2024-03-25T22:25:45+00:00"
+    "last_validated_date": "2025-11-06T12:28:36+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 16.36,
+      "teardown": 2.79,
+      "total": 19.15
+    }
   },
   "tests/aws/services/stepfunctions/v2/services/test_lambda_task.py::TestTaskLambda::test_lambda_task_filter_parameters_input": {
-    "last_validated_date": "2023-09-22T20:36:51+00:00"
+    "last_validated_date": "2025-11-06T12:31:30+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 16.31,
+      "teardown": 2.94,
+      "total": 19.25
+    }
   }
 }
diff --git a/tests/aws/services/stepfunctions/v2/services/test_lambda_task_service.snapshot.json b/tests/aws/services/stepfunctions/v2/services/test_lambda_task_service.snapshot.json
index 3bb44279ebb34..528aab071322c 100644
--- a/tests/aws/services/stepfunctions/v2/services/test_lambda_task_service.snapshot.json
+++ b/tests/aws/services/stepfunctions/v2/services/test_lambda_task_service.snapshot.json
@@ -1,6 +1,6 @@
 {
   "tests/aws/services/stepfunctions/v2/services/test_lambda_task_service.py::TestTaskServiceLambda::test_invoke": {
-    "recorded-date": "22-06-2023, 13:39:30",
+    "recorded-date": "06-11-2025, 12:31:47",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -79,9 +79,7 @@
                     "Connection": [
                       "keep-alive"
                     ],
-                    "x-amzn-RequestId": [
-                      "<uuid:1>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "Content-Length": [
                       "2"
                     ],
@@ -98,13 +96,13 @@
                     "Date": "date",
                     "X-Amz-Executed-Version": "$LATEST",
                     "x-amzn-Remapped-Content-Length": "0",
-                    "x-amzn-RequestId": "<uuid:1>",
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:1>"
+                  "RequestId": "RequestId"
                 },
                 "StatusCode": 200
               },
@@ -136,9 +134,7 @@
                     "Connection": [
                       "keep-alive"
                     ],
-                    "x-amzn-RequestId": [
-                      "<uuid:1>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "Content-Length": [
                       "2"
                     ],
@@ -155,13 +151,13 @@
                     "Date": "date",
                     "X-Amz-Executed-Version": "$LATEST",
                     "x-amzn-Remapped-Content-Length": "0",
-                    "x-amzn-RequestId": "<uuid:1>",
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:1>"
+                  "RequestId": "RequestId"
                 },
                 "StatusCode": 200
               },
@@ -190,9 +186,7 @@
                     "Connection": [
                       "keep-alive"
                     ],
-                    "x-amzn-RequestId": [
-                      "<uuid:1>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "Content-Length": [
                       "2"
                     ],
@@ -209,13 +203,13 @@
                     "Date": "date",
                     "X-Amz-Executed-Version": "$LATEST",
                     "x-amzn-Remapped-Content-Length": "0",
-                    "x-amzn-RequestId": "<uuid:1>",
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:1>"
+                  "RequestId": "RequestId"
                 },
                 "StatusCode": 200
               },
@@ -246,9 +240,7 @@
                     "Connection": [
                       "keep-alive"
                     ],
-                    "x-amzn-RequestId": [
-                      "<uuid:1>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "Content-Length": [
                       "2"
                     ],
@@ -265,13 +257,13 @@
                     "Date": "date",
                     "X-Amz-Executed-Version": "$LATEST",
                     "x-amzn-Remapped-Content-Length": "0",
-                    "x-amzn-RequestId": "<uuid:1>",
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:1>"
+                  "RequestId": "RequestId"
                 },
                 "StatusCode": 200,
                 "final": {
@@ -288,9 +280,7 @@
                       "Connection": [
                         "keep-alive"
                       ],
-                      "x-amzn-RequestId": [
-                        "<uuid:1>"
-                      ],
+                      "x-amzn-RequestId": "x-amzn-RequestId",
                       "Content-Length": [
                         "2"
                       ],
@@ -307,13 +297,13 @@
                       "Date": "date",
                       "X-Amz-Executed-Version": "$LATEST",
                       "x-amzn-Remapped-Content-Length": "0",
-                      "x-amzn-RequestId": "<uuid:1>",
+                      "x-amzn-RequestId": "x-amzn-RequestId",
                       "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
                     },
                     "HttpStatusCode": 200
                   },
                   "SdkResponseMetadata": {
-                    "RequestId": "<uuid:1>"
+                    "RequestId": "RequestId"
                   },
                   "StatusCode": 200
                 }
@@ -341,9 +331,7 @@
                     "Connection": [
                       "keep-alive"
                     ],
-                    "x-amzn-RequestId": [
-                      "<uuid:1>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "Content-Length": [
                       "2"
                     ],
@@ -360,13 +348,13 @@
                     "Date": "date",
                     "X-Amz-Executed-Version": "$LATEST",
                     "x-amzn-Remapped-Content-Length": "0",
-                    "x-amzn-RequestId": "<uuid:1>",
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:1>"
+                  "RequestId": "RequestId"
                 },
                 "StatusCode": 200,
                 "final": {
@@ -383,9 +371,7 @@
                       "Connection": [
                         "keep-alive"
                       ],
-                      "x-amzn-RequestId": [
-                        "<uuid:1>"
-                      ],
+                      "x-amzn-RequestId": "x-amzn-RequestId",
                       "Content-Length": [
                         "2"
                       ],
@@ -402,13 +388,13 @@
                       "Date": "date",
                       "X-Amz-Executed-Version": "$LATEST",
                       "x-amzn-Remapped-Content-Length": "0",
-                      "x-amzn-RequestId": "<uuid:1>",
+                      "x-amzn-RequestId": "x-amzn-RequestId",
                       "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
                     },
                     "HttpStatusCode": 200
                   },
                   "SdkResponseMetadata": {
-                    "RequestId": "<uuid:1>"
+                    "RequestId": "RequestId"
                   },
                   "StatusCode": 200
                 }
@@ -431,7 +417,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/services/test_lambda_task_service.py::TestTaskServiceLambda::test_invoke_unsupported_param": {
-    "recorded-date": "22-06-2023, 14:15:28",
+    "recorded-date": "06-11-2025, 12:32:26",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -517,9 +503,7 @@
                     "Connection": [
                       "keep-alive"
                     ],
-                    "x-amzn-RequestId": [
-                      "<uuid:1>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "Content-Length": [
                       "2"
                     ],
@@ -537,13 +521,13 @@
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                     "X-Amz-Log-Result": "<LogResult:1>",
                     "x-amzn-Remapped-Content-Length": "0",
-                    "x-amzn-RequestId": "<uuid:1>",
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
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                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:1>"
+                  "RequestId": "RequestId"
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                 "StatusCode": 200
               },
@@ -579,9 +563,7 @@
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                       "keep-alive"
                     ],
-                    "x-amzn-RequestId": [
-                      "<uuid:1>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "Content-Length": [
                       "2"
                     ],
@@ -599,13 +581,13 @@
                     "X-Amz-Executed-Version": "$LATEST",
                     "X-Amz-Log-Result": "<LogResult:1>",
                     "x-amzn-Remapped-Content-Length": "0",
-                    "x-amzn-RequestId": "<uuid:1>",
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:1>"
+                  "RequestId": "RequestId"
                 },
                 "StatusCode": 200
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@@ -638,9 +620,7 @@
                     "Connection": [
                       "keep-alive"
                     ],
-                    "x-amzn-RequestId": [
-                      "<uuid:1>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
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                       "2"
                     ],
@@ -658,13 +638,13 @@
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                     "X-Amz-Log-Result": "<LogResult:1>",
                     "x-amzn-Remapped-Content-Length": "0",
-                    "x-amzn-RequestId": "<uuid:1>",
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
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                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:1>"
+                  "RequestId": "RequestId"
                 },
                 "StatusCode": 200
               },
@@ -699,9 +679,7 @@
                     "Connection": [
                       "keep-alive"
                     ],
-                    "x-amzn-RequestId": [
-                      "<uuid:1>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
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                       "2"
                     ],
@@ -719,13 +697,13 @@
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                     "X-Amz-Log-Result": "<LogResult:1>",
                     "x-amzn-Remapped-Content-Length": "0",
-                    "x-amzn-RequestId": "<uuid:1>",
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
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                   "HttpStatusCode": 200
                 },
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-                  "RequestId": "<uuid:1>"
+                  "RequestId": "RequestId"
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                 "StatusCode": 200,
                 "final": {
@@ -746,9 +724,7 @@
                       "Connection": [
                         "keep-alive"
                       ],
-                      "x-amzn-RequestId": [
-                        "<uuid:1>"
-                      ],
+                      "x-amzn-RequestId": "x-amzn-RequestId",
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                         "2"
                       ],
@@ -766,13 +742,13 @@
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                       "x-amzn-Remapped-Content-Length": "0",
-                      "x-amzn-RequestId": "<uuid:1>",
+                      "x-amzn-RequestId": "x-amzn-RequestId",
                       "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
                     },
                     "HttpStatusCode": 200
                   },
                   "SdkResponseMetadata": {
-                    "RequestId": "<uuid:1>"
+                    "RequestId": "RequestId"
                   },
                   "StatusCode": 200
                 }
@@ -804,9 +780,7 @@
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                       "keep-alive"
                     ],
-                    "x-amzn-RequestId": [
-                      "<uuid:1>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "Content-Length": [
                       "2"
                     ],
@@ -824,13 +798,13 @@
                     "X-Amz-Executed-Version": "$LATEST",
                     "X-Amz-Log-Result": "<LogResult:1>",
                     "x-amzn-Remapped-Content-Length": "0",
-                    "x-amzn-RequestId": "<uuid:1>",
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:1>"
+                  "RequestId": "RequestId"
                 },
                 "StatusCode": 200,
                 "final": {
@@ -851,9 +825,7 @@
                       "Connection": [
                         "keep-alive"
                       ],
-                      "x-amzn-RequestId": [
-                        "<uuid:1>"
-                      ],
+                      "x-amzn-RequestId": "x-amzn-RequestId",
                       "Content-Length": [
                         "2"
                       ],
@@ -871,13 +843,13 @@
                       "X-Amz-Executed-Version": "$LATEST",
                       "X-Amz-Log-Result": "<LogResult:1>",
                       "x-amzn-Remapped-Content-Length": "0",
-                      "x-amzn-RequestId": "<uuid:1>",
+                      "x-amzn-RequestId": "x-amzn-RequestId",
                       "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
                     },
                     "HttpStatusCode": 200
                   },
                   "SdkResponseMetadata": {
-                    "RequestId": "<uuid:1>"
+                    "RequestId": "RequestId"
                   },
                   "StatusCode": 200
                 }
@@ -900,11 +872,11 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/services/test_lambda_task_service.py::TestTaskServiceLambda::test_list_functions": {
-    "recorded-date": "11-05-2023, 11:29:56",
+    "recorded-date": "06-11-2025, 12:34:55",
     "recorded-content": {}
   },
   "tests/aws/services/stepfunctions/v2/services/test_lambda_task_service.py::TestTaskServiceLambda::test_invoke_bytes_payload": {
-    "recorded-date": "04-08-2023, 10:48:27",
+    "recorded-date": "06-11-2025, 12:32:06",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -983,9 +955,7 @@
                     "Connection": [
                       "keep-alive"
                     ],
-                    "x-amzn-RequestId": [
-                      "<uuid:1>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "Content-Length": [
                       "13"
                     ],
@@ -1002,13 +972,13 @@
                     "Date": "date",
                     "X-Amz-Executed-Version": "$LATEST",
                     "x-amzn-Remapped-Content-Length": "0",
-                    "x-amzn-RequestId": "<uuid:1>",
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:1>"
+                  "RequestId": "RequestId"
                 },
                 "StatusCode": 200
               },
@@ -1040,9 +1010,7 @@
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                       "keep-alive"
                     ],
-                    "x-amzn-RequestId": [
-                      "<uuid:1>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "Content-Length": [
                       "13"
                     ],
@@ -1059,13 +1027,13 @@
                     "Date": "date",
                     "X-Amz-Executed-Version": "$LATEST",
                     "x-amzn-Remapped-Content-Length": "0",
-                    "x-amzn-RequestId": "<uuid:1>",
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:1>"
+                  "RequestId": "RequestId"
                 },
                 "StatusCode": 200
               },
@@ -1094,9 +1062,7 @@
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                       "keep-alive"
                     ],
-                    "x-amzn-RequestId": [
-                      "<uuid:1>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
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                       "13"
                     ],
@@ -1113,13 +1079,13 @@
                     "Date": "date",
                     "X-Amz-Executed-Version": "$LATEST",
                     "x-amzn-Remapped-Content-Length": "0",
-                    "x-amzn-RequestId": "<uuid:1>",
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
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                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:1>"
+                  "RequestId": "RequestId"
                 },
                 "StatusCode": 200
               },
@@ -1150,9 +1116,7 @@
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                       "keep-alive"
                     ],
-                    "x-amzn-RequestId": [
-                      "<uuid:1>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "Content-Length": [
                       "13"
                     ],
@@ -1169,13 +1133,13 @@
                     "Date": "date",
                     "X-Amz-Executed-Version": "$LATEST",
                     "x-amzn-Remapped-Content-Length": "0",
-                    "x-amzn-RequestId": "<uuid:1>",
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:1>"
+                  "RequestId": "RequestId"
                 },
                 "StatusCode": 200,
                 "final": {
@@ -1192,9 +1156,7 @@
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                         "keep-alive"
                       ],
-                      "x-amzn-RequestId": [
-                        "<uuid:1>"
-                      ],
+                      "x-amzn-RequestId": "x-amzn-RequestId",
                       "Content-Length": [
                         "13"
                       ],
@@ -1211,13 +1173,13 @@
                       "Date": "date",
                       "X-Amz-Executed-Version": "$LATEST",
                       "x-amzn-Remapped-Content-Length": "0",
-                      "x-amzn-RequestId": "<uuid:1>",
+                      "x-amzn-RequestId": "x-amzn-RequestId",
                       "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
                     },
                     "HttpStatusCode": 200
                   },
                   "SdkResponseMetadata": {
-                    "RequestId": "<uuid:1>"
+                    "RequestId": "RequestId"
                   },
                   "StatusCode": 200
                 }
@@ -1245,9 +1207,7 @@
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                       "keep-alive"
                     ],
-                    "x-amzn-RequestId": [
-                      "<uuid:1>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "Content-Length": [
                       "13"
                     ],
@@ -1264,13 +1224,13 @@
                     "Date": "date",
                     "X-Amz-Executed-Version": "$LATEST",
                     "x-amzn-Remapped-Content-Length": "0",
-                    "x-amzn-RequestId": "<uuid:1>",
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:1>"
+                  "RequestId": "RequestId"
                 },
                 "StatusCode": 200,
                 "final": {
@@ -1287,9 +1247,7 @@
                       "Connection": [
                         "keep-alive"
                       ],
-                      "x-amzn-RequestId": [
-                        "<uuid:1>"
-                      ],
+                      "x-amzn-RequestId": "x-amzn-RequestId",
                       "Content-Length": [
                         "13"
                       ],
@@ -1306,13 +1264,13 @@
                       "Date": "date",
                       "X-Amz-Executed-Version": "$LATEST",
                       "x-amzn-Remapped-Content-Length": "0",
-                      "x-amzn-RequestId": "<uuid:1>",
+                      "x-amzn-RequestId": "x-amzn-RequestId",
                       "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
                     },
                     "HttpStatusCode": 200
                   },
                   "SdkResponseMetadata": {
-                    "RequestId": "<uuid:1>"
+                    "RequestId": "RequestId"
                   },
                   "StatusCode": 200
                 }
@@ -1766,7 +1724,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/services/test_lambda_task_service.py::TestTaskServiceLambda::test_invoke_json_values[HelloWorld]": {
-    "recorded-date": "04-08-2023, 16:04:28",
+    "recorded-date": "06-11-2025, 12:32:44",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -1845,9 +1803,7 @@
                     "Connection": [
                       "keep-alive"
                     ],
-                    "x-amzn-RequestId": [
-                      "<uuid:1>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "Content-Length": [
                       "12"
                     ],
@@ -1864,13 +1820,13 @@
                     "Date": "date",
                     "X-Amz-Executed-Version": "$LATEST",
                     "x-amzn-Remapped-Content-Length": "0",
-                    "x-amzn-RequestId": "<uuid:1>",
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:1>"
+                  "RequestId": "RequestId"
                 },
                 "StatusCode": 200
               },
@@ -1902,9 +1858,7 @@
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                       "keep-alive"
                     ],
-                    "x-amzn-RequestId": [
-                      "<uuid:1>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "Content-Length": [
                       "12"
                     ],
@@ -1921,13 +1875,13 @@
                     "Date": "date",
                     "X-Amz-Executed-Version": "$LATEST",
                     "x-amzn-Remapped-Content-Length": "0",
-                    "x-amzn-RequestId": "<uuid:1>",
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:1>"
+                  "RequestId": "RequestId"
                 },
                 "StatusCode": 200
               },
@@ -1956,9 +1910,7 @@
                     "Connection": [
                       "keep-alive"
                     ],
-                    "x-amzn-RequestId": [
-                      "<uuid:1>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "Content-Length": [
                       "12"
                     ],
@@ -1975,13 +1927,13 @@
                     "Date": "date",
                     "X-Amz-Executed-Version": "$LATEST",
                     "x-amzn-Remapped-Content-Length": "0",
-                    "x-amzn-RequestId": "<uuid:1>",
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:1>"
+                  "RequestId": "RequestId"
                 },
                 "StatusCode": 200
               },
@@ -2012,9 +1964,7 @@
                     "Connection": [
                       "keep-alive"
                     ],
-                    "x-amzn-RequestId": [
-                      "<uuid:1>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "Content-Length": [
                       "12"
                     ],
@@ -2031,13 +1981,13 @@
                     "Date": "date",
                     "X-Amz-Executed-Version": "$LATEST",
                     "x-amzn-Remapped-Content-Length": "0",
-                    "x-amzn-RequestId": "<uuid:1>",
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:1>"
+                  "RequestId": "RequestId"
                 },
                 "StatusCode": 200,
                 "final": {
@@ -2054,9 +2004,7 @@
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                         "keep-alive"
                       ],
-                      "x-amzn-RequestId": [
-                        "<uuid:1>"
-                      ],
+                      "x-amzn-RequestId": "x-amzn-RequestId",
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                         "12"
                       ],
@@ -2073,13 +2021,13 @@
                       "Date": "date",
                       "X-Amz-Executed-Version": "$LATEST",
                       "x-amzn-Remapped-Content-Length": "0",
-                      "x-amzn-RequestId": "<uuid:1>",
+                      "x-amzn-RequestId": "x-amzn-RequestId",
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                     },
                     "HttpStatusCode": 200
                   },
                   "SdkResponseMetadata": {
-                    "RequestId": "<uuid:1>"
+                    "RequestId": "RequestId"
                   },
                   "StatusCode": 200
                 }
@@ -2107,9 +2055,7 @@
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                     ],
-                    "x-amzn-RequestId": [
-                      "<uuid:1>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
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                     ],
@@ -2126,13 +2072,13 @@
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                     "x-amzn-Remapped-Content-Length": "0",
-                    "x-amzn-RequestId": "<uuid:1>",
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:1>"
+                  "RequestId": "RequestId"
                 },
                 "StatusCode": 200,
                 "final": {
@@ -2149,9 +2095,7 @@
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                         "keep-alive"
                       ],
-                      "x-amzn-RequestId": [
-                        "<uuid:1>"
-                      ],
+                      "x-amzn-RequestId": "x-amzn-RequestId",
                       "Content-Length": [
                         "12"
                       ],
@@ -2168,13 +2112,13 @@
                       "Date": "date",
                       "X-Amz-Executed-Version": "$LATEST",
                       "x-amzn-Remapped-Content-Length": "0",
-                      "x-amzn-RequestId": "<uuid:1>",
+                      "x-amzn-RequestId": "x-amzn-RequestId",
                       "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
                     },
                     "HttpStatusCode": 200
                   },
                   "SdkResponseMetadata": {
-                    "RequestId": "<uuid:1>"
+                    "RequestId": "RequestId"
                   },
                   "StatusCode": 200
                 }
@@ -2197,7 +2141,7 @@
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   },
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-    "recorded-date": "04-08-2023, 16:04:46",
+    "recorded-date": "06-11-2025, 12:33:04",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -2276,9 +2220,7 @@
                     "Connection": [
                       "keep-alive"
                     ],
-                    "x-amzn-RequestId": [
-                      "<uuid:1>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "Content-Length": [
                       "3"
                     ],
@@ -2295,13 +2237,13 @@
                     "Date": "date",
                     "X-Amz-Executed-Version": "$LATEST",
                     "x-amzn-Remapped-Content-Length": "0",
-                    "x-amzn-RequestId": "<uuid:1>",
+                    "x-amzn-RequestId": "x-amzn-RequestId",
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                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:1>"
+                  "RequestId": "RequestId"
                 },
                 "StatusCode": 200
               },
@@ -2333,9 +2275,7 @@
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                       "keep-alive"
                     ],
-                    "x-amzn-RequestId": [
-                      "<uuid:1>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "Content-Length": [
                       "3"
                     ],
@@ -2352,13 +2292,13 @@
                     "Date": "date",
                     "X-Amz-Executed-Version": "$LATEST",
                     "x-amzn-Remapped-Content-Length": "0",
-                    "x-amzn-RequestId": "<uuid:1>",
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:1>"
+                  "RequestId": "RequestId"
                 },
                 "StatusCode": 200
               },
@@ -2387,9 +2327,7 @@
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                       "keep-alive"
                     ],
-                    "x-amzn-RequestId": [
-                      "<uuid:1>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "Content-Length": [
                       "3"
                     ],
@@ -2406,13 +2344,13 @@
                     "Date": "date",
                     "X-Amz-Executed-Version": "$LATEST",
                     "x-amzn-Remapped-Content-Length": "0",
-                    "x-amzn-RequestId": "<uuid:1>",
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
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                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:1>"
+                  "RequestId": "RequestId"
                 },
                 "StatusCode": 200
               },
@@ -2443,9 +2381,7 @@
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                       "keep-alive"
                     ],
-                    "x-amzn-RequestId": [
-                      "<uuid:1>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "Content-Length": [
                       "3"
                     ],
@@ -2462,13 +2398,13 @@
                     "Date": "date",
                     "X-Amz-Executed-Version": "$LATEST",
                     "x-amzn-Remapped-Content-Length": "0",
-                    "x-amzn-RequestId": "<uuid:1>",
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
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                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:1>"
+                  "RequestId": "RequestId"
                 },
                 "StatusCode": 200,
                 "final": {
@@ -2485,9 +2421,7 @@
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                         "keep-alive"
                       ],
-                      "x-amzn-RequestId": [
-                        "<uuid:1>"
-                      ],
+                      "x-amzn-RequestId": "x-amzn-RequestId",
                       "Content-Length": [
                         "3"
                       ],
@@ -2504,13 +2438,13 @@
                       "Date": "date",
                       "X-Amz-Executed-Version": "$LATEST",
                       "x-amzn-Remapped-Content-Length": "0",
-                      "x-amzn-RequestId": "<uuid:1>",
+                      "x-amzn-RequestId": "x-amzn-RequestId",
                       "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
                     },
                     "HttpStatusCode": 200
                   },
                   "SdkResponseMetadata": {
-                    "RequestId": "<uuid:1>"
+                    "RequestId": "RequestId"
                   },
                   "StatusCode": 200
                 }
@@ -2538,9 +2472,7 @@
                     "Connection": [
                       "keep-alive"
                     ],
-                    "x-amzn-RequestId": [
-                      "<uuid:1>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "Content-Length": [
                       "3"
                     ],
@@ -2557,13 +2489,13 @@
                     "Date": "date",
                     "X-Amz-Executed-Version": "$LATEST",
                     "x-amzn-Remapped-Content-Length": "0",
-                    "x-amzn-RequestId": "<uuid:1>",
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:1>"
+                  "RequestId": "RequestId"
                 },
                 "StatusCode": 200,
                 "final": {
@@ -2580,9 +2512,7 @@
                       "Connection": [
                         "keep-alive"
                       ],
-                      "x-amzn-RequestId": [
-                        "<uuid:1>"
-                      ],
+                      "x-amzn-RequestId": "x-amzn-RequestId",
                       "Content-Length": [
                         "3"
                       ],
@@ -2599,13 +2529,13 @@
                       "Date": "date",
                       "X-Amz-Executed-Version": "$LATEST",
                       "x-amzn-Remapped-Content-Length": "0",
-                      "x-amzn-RequestId": "<uuid:1>",
+                      "x-amzn-RequestId": "x-amzn-RequestId",
                       "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
                     },
                     "HttpStatusCode": 200
                   },
                   "SdkResponseMetadata": {
-                    "RequestId": "<uuid:1>"
+                    "RequestId": "RequestId"
                   },
                   "StatusCode": 200
                 }
@@ -2628,7 +2558,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/services/test_lambda_task_service.py::TestTaskServiceLambda::test_invoke_json_values[0_0]": {
-    "recorded-date": "04-08-2023, 16:05:04",
+    "recorded-date": "06-11-2025, 12:33:23",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -2707,9 +2637,7 @@
                     "Connection": [
                       "keep-alive"
                     ],
-                    "x-amzn-RequestId": [
-                      "<uuid:1>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "Content-Length": [
                       "1"
                     ],
@@ -2726,13 +2654,13 @@
                     "Date": "date",
                     "X-Amz-Executed-Version": "$LATEST",
                     "x-amzn-Remapped-Content-Length": "0",
-                    "x-amzn-RequestId": "<uuid:1>",
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:1>"
+                  "RequestId": "RequestId"
                 },
                 "StatusCode": 200
               },
@@ -2764,9 +2692,7 @@
                     "Connection": [
                       "keep-alive"
                     ],
-                    "x-amzn-RequestId": [
-                      "<uuid:1>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "Content-Length": [
                       "1"
                     ],
@@ -2783,13 +2709,13 @@
                     "Date": "date",
                     "X-Amz-Executed-Version": "$LATEST",
                     "x-amzn-Remapped-Content-Length": "0",
-                    "x-amzn-RequestId": "<uuid:1>",
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:1>"
+                  "RequestId": "RequestId"
                 },
                 "StatusCode": 200
               },
@@ -2818,9 +2744,7 @@
                     "Connection": [
                       "keep-alive"
                     ],
-                    "x-amzn-RequestId": [
-                      "<uuid:1>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "Content-Length": [
                       "1"
                     ],
@@ -2837,13 +2761,13 @@
                     "Date": "date",
                     "X-Amz-Executed-Version": "$LATEST",
                     "x-amzn-Remapped-Content-Length": "0",
-                    "x-amzn-RequestId": "<uuid:1>",
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:1>"
+                  "RequestId": "RequestId"
                 },
                 "StatusCode": 200
               },
@@ -2874,9 +2798,7 @@
                     "Connection": [
                       "keep-alive"
                     ],
-                    "x-amzn-RequestId": [
-                      "<uuid:1>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "Content-Length": [
                       "1"
                     ],
@@ -2893,13 +2815,13 @@
                     "Date": "date",
                     "X-Amz-Executed-Version": "$LATEST",
                     "x-amzn-Remapped-Content-Length": "0",
-                    "x-amzn-RequestId": "<uuid:1>",
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:1>"
+                  "RequestId": "RequestId"
                 },
                 "StatusCode": 200,
                 "final": {
@@ -2916,9 +2838,7 @@
                       "Connection": [
                         "keep-alive"
                       ],
-                      "x-amzn-RequestId": [
-                        "<uuid:1>"
-                      ],
+                      "x-amzn-RequestId": "x-amzn-RequestId",
                       "Content-Length": [
                         "1"
                       ],
@@ -2935,13 +2855,13 @@
                       "Date": "date",
                       "X-Amz-Executed-Version": "$LATEST",
                       "x-amzn-Remapped-Content-Length": "0",
-                      "x-amzn-RequestId": "<uuid:1>",
+                      "x-amzn-RequestId": "x-amzn-RequestId",
                       "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
                     },
                     "HttpStatusCode": 200
                   },
                   "SdkResponseMetadata": {
-                    "RequestId": "<uuid:1>"
+                    "RequestId": "RequestId"
                   },
                   "StatusCode": 200
                 }
@@ -2969,9 +2889,7 @@
                     "Connection": [
                       "keep-alive"
                     ],
-                    "x-amzn-RequestId": [
-                      "<uuid:1>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "Content-Length": [
                       "1"
                     ],
@@ -2988,13 +2906,13 @@
                     "Date": "date",
                     "X-Amz-Executed-Version": "$LATEST",
                     "x-amzn-Remapped-Content-Length": "0",
-                    "x-amzn-RequestId": "<uuid:1>",
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:1>"
+                  "RequestId": "RequestId"
                 },
                 "StatusCode": 200,
                 "final": {
@@ -3011,9 +2929,7 @@
                       "Connection": [
                         "keep-alive"
                       ],
-                      "x-amzn-RequestId": [
-                        "<uuid:1>"
-                      ],
+                      "x-amzn-RequestId": "x-amzn-RequestId",
                       "Content-Length": [
                         "1"
                       ],
@@ -3030,13 +2946,13 @@
                       "Date": "date",
                       "X-Amz-Executed-Version": "$LATEST",
                       "x-amzn-Remapped-Content-Length": "0",
-                      "x-amzn-RequestId": "<uuid:1>",
+                      "x-amzn-RequestId": "x-amzn-RequestId",
                       "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
                     },
                     "HttpStatusCode": 200
                   },
                   "SdkResponseMetadata": {
-                    "RequestId": "<uuid:1>"
+                    "RequestId": "RequestId"
                   },
                   "StatusCode": 200
                 }
@@ -3059,7 +2975,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/services/test_lambda_task_service.py::TestTaskServiceLambda::test_invoke_json_values[0_1]": {
-    "recorded-date": "04-08-2023, 16:05:23",
+    "recorded-date": "06-11-2025, 12:33:42",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -3138,9 +3054,7 @@
                     "Connection": [
                       "keep-alive"
                     ],
-                    "x-amzn-RequestId": [
-                      "<uuid:1>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "Content-Length": [
                       "1"
                     ],
@@ -3157,13 +3071,13 @@
                     "Date": "date",
                     "X-Amz-Executed-Version": "$LATEST",
                     "x-amzn-Remapped-Content-Length": "0",
-                    "x-amzn-RequestId": "<uuid:1>",
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:1>"
+                  "RequestId": "RequestId"
                 },
                 "StatusCode": 200
               },
@@ -3195,9 +3109,7 @@
                     "Connection": [
                       "keep-alive"
                     ],
-                    "x-amzn-RequestId": [
-                      "<uuid:1>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "Content-Length": [
                       "1"
                     ],
@@ -3214,13 +3126,13 @@
                     "Date": "date",
                     "X-Amz-Executed-Version": "$LATEST",
                     "x-amzn-Remapped-Content-Length": "0",
-                    "x-amzn-RequestId": "<uuid:1>",
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:1>"
+                  "RequestId": "RequestId"
                 },
                 "StatusCode": 200
               },
@@ -3249,9 +3161,7 @@
                     "Connection": [
                       "keep-alive"
                     ],
-                    "x-amzn-RequestId": [
-                      "<uuid:1>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "Content-Length": [
                       "1"
                     ],
@@ -3268,13 +3178,13 @@
                     "Date": "date",
                     "X-Amz-Executed-Version": "$LATEST",
                     "x-amzn-Remapped-Content-Length": "0",
-                    "x-amzn-RequestId": "<uuid:1>",
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:1>"
+                  "RequestId": "RequestId"
                 },
                 "StatusCode": 200
               },
@@ -3305,9 +3215,7 @@
                     "Connection": [
                       "keep-alive"
                     ],
-                    "x-amzn-RequestId": [
-                      "<uuid:1>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "Content-Length": [
                       "1"
                     ],
@@ -3324,13 +3232,13 @@
                     "Date": "date",
                     "X-Amz-Executed-Version": "$LATEST",
                     "x-amzn-Remapped-Content-Length": "0",
-                    "x-amzn-RequestId": "<uuid:1>",
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:1>"
+                  "RequestId": "RequestId"
                 },
                 "StatusCode": 200,
                 "final": {
@@ -3347,9 +3255,7 @@
                       "Connection": [
                         "keep-alive"
                       ],
-                      "x-amzn-RequestId": [
-                        "<uuid:1>"
-                      ],
+                      "x-amzn-RequestId": "x-amzn-RequestId",
                       "Content-Length": [
                         "1"
                       ],
@@ -3366,13 +3272,13 @@
                       "Date": "date",
                       "X-Amz-Executed-Version": "$LATEST",
                       "x-amzn-Remapped-Content-Length": "0",
-                      "x-amzn-RequestId": "<uuid:1>",
+                      "x-amzn-RequestId": "x-amzn-RequestId",
                       "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
                     },
                     "HttpStatusCode": 200
                   },
                   "SdkResponseMetadata": {
-                    "RequestId": "<uuid:1>"
+                    "RequestId": "RequestId"
                   },
                   "StatusCode": 200
                 }
@@ -3400,9 +3306,7 @@
                     "Connection": [
                       "keep-alive"
                     ],
-                    "x-amzn-RequestId": [
-                      "<uuid:1>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "Content-Length": [
                       "1"
                     ],
@@ -3419,13 +3323,13 @@
                     "Date": "date",
                     "X-Amz-Executed-Version": "$LATEST",
                     "x-amzn-Remapped-Content-Length": "0",
-                    "x-amzn-RequestId": "<uuid:1>",
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:1>"
+                  "RequestId": "RequestId"
                 },
                 "StatusCode": 200,
                 "final": {
@@ -3442,9 +3346,7 @@
                       "Connection": [
                         "keep-alive"
                       ],
-                      "x-amzn-RequestId": [
-                        "<uuid:1>"
-                      ],
+                      "x-amzn-RequestId": "x-amzn-RequestId",
                       "Content-Length": [
                         "1"
                       ],
@@ -3461,13 +3363,13 @@
                       "Date": "date",
                       "X-Amz-Executed-Version": "$LATEST",
                       "x-amzn-Remapped-Content-Length": "0",
-                      "x-amzn-RequestId": "<uuid:1>",
+                      "x-amzn-RequestId": "x-amzn-RequestId",
                       "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
                     },
                     "HttpStatusCode": 200
                   },
                   "SdkResponseMetadata": {
-                    "RequestId": "<uuid:1>"
+                    "RequestId": "RequestId"
                   },
                   "StatusCode": 200
                 }
@@ -3490,7 +3392,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/services/test_lambda_task_service.py::TestTaskServiceLambda::test_invoke_json_values[True]": {
-    "recorded-date": "04-08-2023, 16:05:41",
+    "recorded-date": "06-11-2025, 12:34:01",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -3569,9 +3471,7 @@
                     "Connection": [
                       "keep-alive"
                     ],
-                    "x-amzn-RequestId": [
-                      "<uuid:1>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "Content-Length": [
                       "4"
                     ],
@@ -3588,13 +3488,13 @@
                     "Date": "date",
                     "X-Amz-Executed-Version": "$LATEST",
                     "x-amzn-Remapped-Content-Length": "0",
-                    "x-amzn-RequestId": "<uuid:1>",
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:1>"
+                  "RequestId": "RequestId"
                 },
                 "StatusCode": 200
               },
@@ -3626,9 +3526,7 @@
                     "Connection": [
                       "keep-alive"
                     ],
-                    "x-amzn-RequestId": [
-                      "<uuid:1>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "Content-Length": [
                       "4"
                     ],
@@ -3645,13 +3543,13 @@
                     "Date": "date",
                     "X-Amz-Executed-Version": "$LATEST",
                     "x-amzn-Remapped-Content-Length": "0",
-                    "x-amzn-RequestId": "<uuid:1>",
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:1>"
+                  "RequestId": "RequestId"
                 },
                 "StatusCode": 200
               },
@@ -3680,9 +3578,7 @@
                     "Connection": [
                       "keep-alive"
                     ],
-                    "x-amzn-RequestId": [
-                      "<uuid:1>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "Content-Length": [
                       "4"
                     ],
@@ -3699,13 +3595,13 @@
                     "Date": "date",
                     "X-Amz-Executed-Version": "$LATEST",
                     "x-amzn-Remapped-Content-Length": "0",
-                    "x-amzn-RequestId": "<uuid:1>",
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:1>"
+                  "RequestId": "RequestId"
                 },
                 "StatusCode": 200
               },
@@ -3736,9 +3632,7 @@
                     "Connection": [
                       "keep-alive"
                     ],
-                    "x-amzn-RequestId": [
-                      "<uuid:1>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "Content-Length": [
                       "4"
                     ],
@@ -3755,13 +3649,13 @@
                     "Date": "date",
                     "X-Amz-Executed-Version": "$LATEST",
                     "x-amzn-Remapped-Content-Length": "0",
-                    "x-amzn-RequestId": "<uuid:1>",
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:1>"
+                  "RequestId": "RequestId"
                 },
                 "StatusCode": 200,
                 "final": {
@@ -3778,9 +3672,7 @@
                       "Connection": [
                         "keep-alive"
                       ],
-                      "x-amzn-RequestId": [
-                        "<uuid:1>"
-                      ],
+                      "x-amzn-RequestId": "x-amzn-RequestId",
                       "Content-Length": [
                         "4"
                       ],
@@ -3797,13 +3689,13 @@
                       "Date": "date",
                       "X-Amz-Executed-Version": "$LATEST",
                       "x-amzn-Remapped-Content-Length": "0",
-                      "x-amzn-RequestId": "<uuid:1>",
+                      "x-amzn-RequestId": "x-amzn-RequestId",
                       "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
                     },
                     "HttpStatusCode": 200
                   },
                   "SdkResponseMetadata": {
-                    "RequestId": "<uuid:1>"
+                    "RequestId": "RequestId"
                   },
                   "StatusCode": 200
                 }
@@ -3831,9 +3723,7 @@
                     "Connection": [
                       "keep-alive"
                     ],
-                    "x-amzn-RequestId": [
-                      "<uuid:1>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "Content-Length": [
                       "4"
                     ],
@@ -3850,13 +3740,13 @@
                     "Date": "date",
                     "X-Amz-Executed-Version": "$LATEST",
                     "x-amzn-Remapped-Content-Length": "0",
-                    "x-amzn-RequestId": "<uuid:1>",
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:1>"
+                  "RequestId": "RequestId"
                 },
                 "StatusCode": 200,
                 "final": {
@@ -3873,9 +3763,7 @@
                       "Connection": [
                         "keep-alive"
                       ],
-                      "x-amzn-RequestId": [
-                        "<uuid:1>"
-                      ],
+                      "x-amzn-RequestId": "x-amzn-RequestId",
                       "Content-Length": [
                         "4"
                       ],
@@ -3892,13 +3780,13 @@
                       "Date": "date",
                       "X-Amz-Executed-Version": "$LATEST",
                       "x-amzn-Remapped-Content-Length": "0",
-                      "x-amzn-RequestId": "<uuid:1>",
+                      "x-amzn-RequestId": "x-amzn-RequestId",
                       "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
                     },
                     "HttpStatusCode": 200
                   },
                   "SdkResponseMetadata": {
-                    "RequestId": "<uuid:1>"
+                    "RequestId": "RequestId"
                   },
                   "StatusCode": 200
                 }
@@ -3921,7 +3809,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/services/test_lambda_task_service.py::TestTaskServiceLambda::test_invoke_json_values[json_value6]": {
-    "recorded-date": "04-08-2023, 16:06:16",
+    "recorded-date": "06-11-2025, 12:34:40",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -4000,9 +3888,7 @@
                     "Connection": [
                       "keep-alive"
                     ],
-                    "x-amzn-RequestId": [
-                      "<uuid:1>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "Content-Length": [
                       "2"
                     ],
@@ -4019,13 +3905,13 @@
                     "Date": "date",
                     "X-Amz-Executed-Version": "$LATEST",
                     "x-amzn-Remapped-Content-Length": "0",
-                    "x-amzn-RequestId": "<uuid:1>",
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:1>"
+                  "RequestId": "RequestId"
                 },
                 "StatusCode": 200
               },
@@ -4057,9 +3943,7 @@
                     "Connection": [
                       "keep-alive"
                     ],
-                    "x-amzn-RequestId": [
-                      "<uuid:1>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "Content-Length": [
                       "2"
                     ],
@@ -4076,13 +3960,13 @@
                     "Date": "date",
                     "X-Amz-Executed-Version": "$LATEST",
                     "x-amzn-Remapped-Content-Length": "0",
-                    "x-amzn-RequestId": "<uuid:1>",
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:1>"
+                  "RequestId": "RequestId"
                 },
                 "StatusCode": 200
               },
@@ -4111,9 +3995,7 @@
                     "Connection": [
                       "keep-alive"
                     ],
-                    "x-amzn-RequestId": [
-                      "<uuid:1>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "Content-Length": [
                       "2"
                     ],
@@ -4130,13 +4012,13 @@
                     "Date": "date",
                     "X-Amz-Executed-Version": "$LATEST",
                     "x-amzn-Remapped-Content-Length": "0",
-                    "x-amzn-RequestId": "<uuid:1>",
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:1>"
+                  "RequestId": "RequestId"
                 },
                 "StatusCode": 200
               },
@@ -4167,9 +4049,7 @@
                     "Connection": [
                       "keep-alive"
                     ],
-                    "x-amzn-RequestId": [
-                      "<uuid:1>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "Content-Length": [
                       "2"
                     ],
@@ -4186,13 +4066,13 @@
                     "Date": "date",
                     "X-Amz-Executed-Version": "$LATEST",
                     "x-amzn-Remapped-Content-Length": "0",
-                    "x-amzn-RequestId": "<uuid:1>",
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:1>"
+                  "RequestId": "RequestId"
                 },
                 "StatusCode": 200,
                 "final": {
@@ -4209,9 +4089,7 @@
                       "Connection": [
                         "keep-alive"
                       ],
-                      "x-amzn-RequestId": [
-                        "<uuid:1>"
-                      ],
+                      "x-amzn-RequestId": "x-amzn-RequestId",
                       "Content-Length": [
                         "2"
                       ],
@@ -4228,13 +4106,13 @@
                       "Date": "date",
                       "X-Amz-Executed-Version": "$LATEST",
                       "x-amzn-Remapped-Content-Length": "0",
-                      "x-amzn-RequestId": "<uuid:1>",
+                      "x-amzn-RequestId": "x-amzn-RequestId",
                       "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
                     },
                     "HttpStatusCode": 200
                   },
                   "SdkResponseMetadata": {
-                    "RequestId": "<uuid:1>"
+                    "RequestId": "RequestId"
                   },
                   "StatusCode": 200
                 }
@@ -4262,9 +4140,7 @@
                     "Connection": [
                       "keep-alive"
                     ],
-                    "x-amzn-RequestId": [
-                      "<uuid:1>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "Content-Length": [
                       "2"
                     ],
@@ -4281,13 +4157,13 @@
                     "Date": "date",
                     "X-Amz-Executed-Version": "$LATEST",
                     "x-amzn-Remapped-Content-Length": "0",
-                    "x-amzn-RequestId": "<uuid:1>",
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:1>"
+                  "RequestId": "RequestId"
                 },
                 "StatusCode": 200,
                 "final": {
@@ -4304,9 +4180,7 @@
                       "Connection": [
                         "keep-alive"
                       ],
-                      "x-amzn-RequestId": [
-                        "<uuid:1>"
-                      ],
+                      "x-amzn-RequestId": "x-amzn-RequestId",
                       "Content-Length": [
                         "2"
                       ],
@@ -4323,13 +4197,13 @@
                       "Date": "date",
                       "X-Amz-Executed-Version": "$LATEST",
                       "x-amzn-Remapped-Content-Length": "0",
-                      "x-amzn-RequestId": "<uuid:1>",
+                      "x-amzn-RequestId": "x-amzn-RequestId",
                       "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
                     },
                     "HttpStatusCode": 200
                   },
                   "SdkResponseMetadata": {
-                    "RequestId": "<uuid:1>"
+                    "RequestId": "RequestId"
                   },
                   "StatusCode": 200
                 }
@@ -4783,7 +4657,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/services/test_lambda_task_service.py::TestTaskServiceLambda::test_invoke_json_values[json_value5]": {
-    "recorded-date": "04-08-2023, 16:05:59",
+    "recorded-date": "06-11-2025, 12:34:21",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -4862,9 +4736,7 @@
                     "Connection": [
                       "keep-alive"
                     ],
-                    "x-amzn-RequestId": [
-                      "<uuid:1>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "Content-Length": [
                       "2"
                     ],
@@ -4881,13 +4753,13 @@
                     "Date": "date",
                     "X-Amz-Executed-Version": "$LATEST",
                     "x-amzn-Remapped-Content-Length": "0",
-                    "x-amzn-RequestId": "<uuid:1>",
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:1>"
+                  "RequestId": "RequestId"
                 },
                 "StatusCode": 200
               },
@@ -4919,9 +4791,7 @@
                     "Connection": [
                       "keep-alive"
                     ],
-                    "x-amzn-RequestId": [
-                      "<uuid:1>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "Content-Length": [
                       "2"
                     ],
@@ -4938,13 +4808,13 @@
                     "Date": "date",
                     "X-Amz-Executed-Version": "$LATEST",
                     "x-amzn-Remapped-Content-Length": "0",
-                    "x-amzn-RequestId": "<uuid:1>",
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:1>"
+                  "RequestId": "RequestId"
                 },
                 "StatusCode": 200
               },
@@ -4973,9 +4843,7 @@
                     "Connection": [
                       "keep-alive"
                     ],
-                    "x-amzn-RequestId": [
-                      "<uuid:1>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "Content-Length": [
                       "2"
                     ],
@@ -4992,13 +4860,13 @@
                     "Date": "date",
                     "X-Amz-Executed-Version": "$LATEST",
                     "x-amzn-Remapped-Content-Length": "0",
-                    "x-amzn-RequestId": "<uuid:1>",
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:1>"
+                  "RequestId": "RequestId"
                 },
                 "StatusCode": 200
               },
@@ -5029,9 +4897,7 @@
                     "Connection": [
                       "keep-alive"
                     ],
-                    "x-amzn-RequestId": [
-                      "<uuid:1>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "Content-Length": [
                       "2"
                     ],
@@ -5048,13 +4914,13 @@
                     "Date": "date",
                     "X-Amz-Executed-Version": "$LATEST",
                     "x-amzn-Remapped-Content-Length": "0",
-                    "x-amzn-RequestId": "<uuid:1>",
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:1>"
+                  "RequestId": "RequestId"
                 },
                 "StatusCode": 200,
                 "final": {
@@ -5071,9 +4937,7 @@
                       "Connection": [
                         "keep-alive"
                       ],
-                      "x-amzn-RequestId": [
-                        "<uuid:1>"
-                      ],
+                      "x-amzn-RequestId": "x-amzn-RequestId",
                       "Content-Length": [
                         "2"
                       ],
@@ -5090,13 +4954,13 @@
                       "Date": "date",
                       "X-Amz-Executed-Version": "$LATEST",
                       "x-amzn-Remapped-Content-Length": "0",
-                      "x-amzn-RequestId": "<uuid:1>",
+                      "x-amzn-RequestId": "x-amzn-RequestId",
                       "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
                     },
                     "HttpStatusCode": 200
                   },
                   "SdkResponseMetadata": {
-                    "RequestId": "<uuid:1>"
+                    "RequestId": "RequestId"
                   },
                   "StatusCode": 200
                 }
@@ -5124,9 +4988,7 @@
                     "Connection": [
                       "keep-alive"
                     ],
-                    "x-amzn-RequestId": [
-                      "<uuid:1>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "Content-Length": [
                       "2"
                     ],
@@ -5143,13 +5005,13 @@
                     "Date": "date",
                     "X-Amz-Executed-Version": "$LATEST",
                     "x-amzn-Remapped-Content-Length": "0",
-                    "x-amzn-RequestId": "<uuid:1>",
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:1>"
+                  "RequestId": "RequestId"
                 },
                 "StatusCode": 200,
                 "final": {
@@ -5166,9 +5028,7 @@
                       "Connection": [
                         "keep-alive"
                       ],
-                      "x-amzn-RequestId": [
-                        "<uuid:1>"
-                      ],
+                      "x-amzn-RequestId": "x-amzn-RequestId",
                       "Content-Length": [
                         "2"
                       ],
@@ -5185,13 +5045,13 @@
                       "Date": "date",
                       "X-Amz-Executed-Version": "$LATEST",
                       "x-amzn-Remapped-Content-Length": "0",
-                      "x-amzn-RequestId": "<uuid:1>",
+                      "x-amzn-RequestId": "x-amzn-RequestId",
                       "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
                     },
                     "HttpStatusCode": 200
                   },
                   "SdkResponseMetadata": {
-                    "RequestId": "<uuid:1>"
+                    "RequestId": "RequestId"
                   },
                   "StatusCode": 200
                 }
diff --git a/tests/aws/services/stepfunctions/v2/services/test_lambda_task_service.validation.json b/tests/aws/services/stepfunctions/v2/services/test_lambda_task_service.validation.json
index b35e29ce0760f..0574ae9f68a30 100644
--- a/tests/aws/services/stepfunctions/v2/services/test_lambda_task_service.validation.json
+++ b/tests/aws/services/stepfunctions/v2/services/test_lambda_task_service.validation.json
@@ -1,33 +1,93 @@
 {
   "tests/aws/services/stepfunctions/v2/services/test_lambda_task_service.py::TestTaskServiceLambda::test_invoke": {
-    "last_validated_date": "2023-06-22T11:39:30+00:00"
+    "last_validated_date": "2025-11-06T12:31:50+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 16.88,
+      "teardown": 2.88,
+      "total": 19.76
+    }
   },
   "tests/aws/services/stepfunctions/v2/services/test_lambda_task_service.py::TestTaskServiceLambda::test_invoke_bytes_payload": {
-    "last_validated_date": "2023-08-04T08:48:27+00:00"
+    "last_validated_date": "2025-11-06T12:32:09+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 16.23,
+      "teardown": 2.73,
+      "total": 18.96
+    }
   },
   "tests/aws/services/stepfunctions/v2/services/test_lambda_task_service.py::TestTaskServiceLambda::test_invoke_json_values[0.0]": {
-    "last_validated_date": "2023-08-04T14:04:46+00:00"
+    "last_validated_date": "2025-11-06T12:33:06+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 16.33,
+      "teardown": 2.8,
+      "total": 19.13
+    }
   },
   "tests/aws/services/stepfunctions/v2/services/test_lambda_task_service.py::TestTaskServiceLambda::test_invoke_json_values[0_0]": {
-    "last_validated_date": "2023-08-04T14:05:04+00:00"
+    "last_validated_date": "2025-11-06T12:33:25+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 16.29,
+      "teardown": 2.79,
+      "total": 19.08
+    }
   },
   "tests/aws/services/stepfunctions/v2/services/test_lambda_task_service.py::TestTaskServiceLambda::test_invoke_json_values[0_1]": {
-    "last_validated_date": "2023-08-04T14:05:23+00:00"
+    "last_validated_date": "2025-11-06T12:33:45+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 16.7,
+      "teardown": 2.84,
+      "total": 19.54
+    }
   },
   "tests/aws/services/stepfunctions/v2/services/test_lambda_task_service.py::TestTaskServiceLambda::test_invoke_json_values[HelloWorld]": {
-    "last_validated_date": "2023-08-04T14:04:28+00:00"
+    "last_validated_date": "2025-11-06T12:32:47+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 16.35,
+      "teardown": 2.87,
+      "total": 19.23
+    }
   },
   "tests/aws/services/stepfunctions/v2/services/test_lambda_task_service.py::TestTaskServiceLambda::test_invoke_json_values[True]": {
-    "last_validated_date": "2023-08-04T14:05:41+00:00"
+    "last_validated_date": "2025-11-06T12:34:04+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 16.45,
+      "teardown": 3.0,
+      "total": 19.45
+    }
   },
   "tests/aws/services/stepfunctions/v2/services/test_lambda_task_service.py::TestTaskServiceLambda::test_invoke_json_values[json_value5]": {
-    "last_validated_date": "2023-08-04T14:05:59+00:00"
+    "last_validated_date": "2025-11-06T12:34:24+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 16.33,
+      "teardown": 2.85,
+      "total": 19.18
+    }
   },
   "tests/aws/services/stepfunctions/v2/services/test_lambda_task_service.py::TestTaskServiceLambda::test_invoke_json_values[json_value6]": {
-    "last_validated_date": "2023-08-04T14:06:16+00:00"
+    "last_validated_date": "2025-11-06T12:34:43+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 16.16,
+      "teardown": 2.83,
+      "total": 18.99
+    }
   },
   "tests/aws/services/stepfunctions/v2/services/test_lambda_task_service.py::TestTaskServiceLambda::test_invoke_unsupported_param": {
-    "last_validated_date": "2023-06-22T12:15:28+00:00"
+    "last_validated_date": "2025-11-06T12:32:28+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 16.45,
+      "teardown": 2.34,
+      "total": 18.79
+    }
   },
   "tests/aws/services/stepfunctions/v2/services/test_lambda_task_service.py::TestTaskServiceLambda::test_list_functions": {
     "last_validated_date": "2023-05-11T09:29:56+00:00"
diff --git a/tests/aws/services/stepfunctions/v2/services/test_sfn_task_service.snapshot.json b/tests/aws/services/stepfunctions/v2/services/test_sfn_task_service.snapshot.json
index 6bdef2214ab02..7f81bba580e9c 100644
--- a/tests/aws/services/stepfunctions/v2/services/test_sfn_task_service.snapshot.json
+++ b/tests/aws/services/stepfunctions/v2/services/test_sfn_task_service.snapshot.json
@@ -1,6 +1,6 @@
 {
   "tests/aws/services/stepfunctions/v2/services/test_sfn_task_service.py::TestTaskServiceSfn::test_start_execution": {
-    "recorded-date": "28-06-2023, 11:07:54",
+    "recorded-date": "06-11-2025, 12:35:23",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -72,14 +72,12 @@
                 "ExecutionArn": "arn:<partition>:states:<region>:111111111111:execution:<ArnPart_0idx>:TestStartTarget",
                 "SdkHttpMetadata": {
                   "AllHttpHeaders": {
-                    "x-amzn-RequestId": [
-                      "<uuid:1>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "connection": [
                       "keep-alive"
                     ],
                     "Content-Length": [
-                      "160"
+                      "164"
                     ],
                     "Date": "date",
                     "Content-Type": [
@@ -88,15 +86,15 @@
                   },
                   "HttpHeaders": {
                     "connection": "keep-alive",
-                    "Content-Length": "160",
+                    "Content-Length": "164",
                     "Content-Type": "application/x-amz-json-1.0",
                     "Date": "date",
-                    "x-amzn-RequestId": "<uuid:1>"
+                    "x-amzn-RequestId": "x-amzn-RequestId"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:1>"
+                  "RequestId": "RequestId"
                 },
                 "StartDate": "start-date"
               },
@@ -118,14 +116,12 @@
                 "ExecutionArn": "arn:<partition>:states:<region>:111111111111:execution:<ArnPart_0idx>:TestStartTarget",
                 "SdkHttpMetadata": {
                   "AllHttpHeaders": {
-                    "x-amzn-RequestId": [
-                      "<uuid:1>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "connection": [
                       "keep-alive"
                     ],
                     "Content-Length": [
-                      "160"
+                      "164"
                     ],
                     "Date": "date",
                     "Content-Type": [
@@ -134,15 +130,15 @@
                   },
                   "HttpHeaders": {
                     "connection": "keep-alive",
-                    "Content-Length": "160",
+                    "Content-Length": "164",
                     "Content-Type": "application/x-amz-json-1.0",
                     "Date": "date",
-                    "x-amzn-RequestId": "<uuid:1>"
+                    "x-amzn-RequestId": "x-amzn-RequestId"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:1>"
+                  "RequestId": "RequestId"
                 },
                 "StartDate": "start-date"
               },
@@ -159,14 +155,12 @@
                 "ExecutionArn": "arn:<partition>:states:<region>:111111111111:execution:<ArnPart_0idx>:TestStartTarget",
                 "SdkHttpMetadata": {
                   "AllHttpHeaders": {
-                    "x-amzn-RequestId": [
-                      "<uuid:1>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "connection": [
                       "keep-alive"
                     ],
                     "Content-Length": [
-                      "160"
+                      "164"
                     ],
                     "Date": "date",
                     "Content-Type": [
@@ -175,15 +169,15 @@
                   },
                   "HttpHeaders": {
                     "connection": "keep-alive",
-                    "Content-Length": "160",
+                    "Content-Length": "164",
                     "Content-Type": "application/x-amz-json-1.0",
                     "Date": "date",
-                    "x-amzn-RequestId": "<uuid:1>"
+                    "x-amzn-RequestId": "x-amzn-RequestId"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:1>"
+                  "RequestId": "RequestId"
                 },
                 "StartDate": "start-date"
               },
@@ -205,7 +199,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/services/test_sfn_task_service.py::TestTaskServiceSfn::test_start_execution_input_json": {
-    "recorded-date": "28-06-2023, 11:12:13",
+    "recorded-date": "06-11-2025, 12:35:53",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -283,14 +277,12 @@
                 "ExecutionArn": "arn:<partition>:states:<region>:111111111111:execution:<ArnPart_0idx>:TestStartTarget",
                 "SdkHttpMetadata": {
                   "AllHttpHeaders": {
-                    "x-amzn-RequestId": [
-                      "<uuid:1>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "connection": [
                       "keep-alive"
                     ],
                     "Content-Length": [
-                      "161"
+                      "163"
                     ],
                     "Date": "date",
                     "Content-Type": [
@@ -299,15 +291,15 @@
                   },
                   "HttpHeaders": {
                     "connection": "keep-alive",
-                    "Content-Length": "161",
+                    "Content-Length": "163",
                     "Content-Type": "application/x-amz-json-1.0",
                     "Date": "date",
-                    "x-amzn-RequestId": "<uuid:1>"
+                    "x-amzn-RequestId": "x-amzn-RequestId"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:1>"
+                  "RequestId": "RequestId"
                 },
                 "StartDate": "start-date"
               },
@@ -329,14 +321,12 @@
                 "ExecutionArn": "arn:<partition>:states:<region>:111111111111:execution:<ArnPart_0idx>:TestStartTarget",
                 "SdkHttpMetadata": {
                   "AllHttpHeaders": {
-                    "x-amzn-RequestId": [
-                      "<uuid:1>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "connection": [
                       "keep-alive"
                     ],
                     "Content-Length": [
-                      "161"
+                      "163"
                     ],
                     "Date": "date",
                     "Content-Type": [
@@ -345,15 +335,15 @@
                   },
                   "HttpHeaders": {
                     "connection": "keep-alive",
-                    "Content-Length": "161",
+                    "Content-Length": "163",
                     "Content-Type": "application/x-amz-json-1.0",
                     "Date": "date",
-                    "x-amzn-RequestId": "<uuid:1>"
+                    "x-amzn-RequestId": "x-amzn-RequestId"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:1>"
+                  "RequestId": "RequestId"
                 },
                 "StartDate": "start-date"
               },
@@ -370,14 +360,12 @@
                 "ExecutionArn": "arn:<partition>:states:<region>:111111111111:execution:<ArnPart_0idx>:TestStartTarget",
                 "SdkHttpMetadata": {
                   "AllHttpHeaders": {
-                    "x-amzn-RequestId": [
-                      "<uuid:1>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "connection": [
                       "keep-alive"
                     ],
                     "Content-Length": [
-                      "161"
+                      "163"
                     ],
                     "Date": "date",
                     "Content-Type": [
@@ -386,15 +374,15 @@
                   },
                   "HttpHeaders": {
                     "connection": "keep-alive",
-                    "Content-Length": "161",
+                    "Content-Length": "163",
                     "Content-Type": "application/x-amz-json-1.0",
                     "Date": "date",
-                    "x-amzn-RequestId": "<uuid:1>"
+                    "x-amzn-RequestId": "x-amzn-RequestId"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:1>"
+                  "RequestId": "RequestId"
                 },
                 "StartDate": "start-date"
               },
diff --git a/tests/aws/services/stepfunctions/v2/services/test_sfn_task_service.validation.json b/tests/aws/services/stepfunctions/v2/services/test_sfn_task_service.validation.json
index 523e1dd819bc6..e9e1d958d873f 100644
--- a/tests/aws/services/stepfunctions/v2/services/test_sfn_task_service.validation.json
+++ b/tests/aws/services/stepfunctions/v2/services/test_sfn_task_service.validation.json
@@ -1,8 +1,20 @@
 {
   "tests/aws/services/stepfunctions/v2/services/test_sfn_task_service.py::TestTaskServiceSfn::test_start_execution": {
-    "last_validated_date": "2023-06-28T09:07:54+00:00"
+    "last_validated_date": "2025-11-06T12:35:26+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 26.43,
+      "teardown": 3.49,
+      "total": 29.92
+    }
   },
   "tests/aws/services/stepfunctions/v2/services/test_sfn_task_service.py::TestTaskServiceSfn::test_start_execution_input_json": {
-    "last_validated_date": "2023-06-28T09:12:13+00:00"
+    "last_validated_date": "2025-11-06T12:35:56+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 26.93,
+      "teardown": 3.38,
+      "total": 30.31
+    }
   }
 }
diff --git a/tests/aws/services/stepfunctions/v2/services/test_sns_task_service.snapshot.json b/tests/aws/services/stepfunctions/v2/services/test_sns_task_service.snapshot.json
index 37813b499bd00..2eb900d45cb18 100644
--- a/tests/aws/services/stepfunctions/v2/services/test_sns_task_service.snapshot.json
+++ b/tests/aws/services/stepfunctions/v2/services/test_sns_task_service.snapshot.json
@@ -1,6 +1,6 @@
 {
   "tests/aws/services/stepfunctions/v2/services/test_sns_task_service.py::TestTaskServiceSns::test_publish_base[HelloWorld]": {
-    "recorded-date": "03-09-2023, 13:33:23",
+    "recorded-date": "06-11-2025, 12:36:44",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -75,8 +75,9 @@
                 "MessageId": "<uuid:1>",
                 "SdkHttpMetadata": {
                   "AllHttpHeaders": {
-                    "x-amzn-RequestId": [
-                      "<uuid:2>"
+                    "x-amzn-RequestId": "x-amzn-RequestId",
+                    "connection": [
+                      "keep-alive"
                     ],
                     "Content-Length": [
                       "294"
@@ -87,15 +88,16 @@
                     ]
                   },
                   "HttpHeaders": {
+                    "connection": "keep-alive",
                     "Content-Length": "294",
                     "Content-Type": "text/xml",
                     "Date": "date",
-                    "x-amzn-RequestId": "<uuid:2>"
+                    "x-amzn-RequestId": "x-amzn-RequestId"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:2>"
+                  "RequestId": "RequestId"
                 }
               },
               "outputDetails": {
@@ -116,8 +118,9 @@
                 "MessageId": "<uuid:1>",
                 "SdkHttpMetadata": {
                   "AllHttpHeaders": {
-                    "x-amzn-RequestId": [
-                      "<uuid:2>"
+                    "x-amzn-RequestId": "x-amzn-RequestId",
+                    "connection": [
+                      "keep-alive"
                     ],
                     "Content-Length": [
                       "294"
@@ -128,15 +131,16 @@
                     ]
                   },
                   "HttpHeaders": {
+                    "connection": "keep-alive",
                     "Content-Length": "294",
                     "Content-Type": "text/xml",
                     "Date": "date",
-                    "x-amzn-RequestId": "<uuid:2>"
+                    "x-amzn-RequestId": "x-amzn-RequestId"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:2>"
+                  "RequestId": "RequestId"
                 }
               },
               "outputDetails": {
@@ -152,8 +156,9 @@
                 "MessageId": "<uuid:1>",
                 "SdkHttpMetadata": {
                   "AllHttpHeaders": {
-                    "x-amzn-RequestId": [
-                      "<uuid:2>"
+                    "x-amzn-RequestId": "x-amzn-RequestId",
+                    "connection": [
+                      "keep-alive"
                     ],
                     "Content-Length": [
                       "294"
@@ -164,15 +169,16 @@
                     ]
                   },
                   "HttpHeaders": {
+                    "connection": "keep-alive",
                     "Content-Length": "294",
                     "Content-Type": "text/xml",
                     "Date": "date",
-                    "x-amzn-RequestId": "<uuid:2>"
+                    "x-amzn-RequestId": "x-amzn-RequestId"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:2>"
+                  "RequestId": "RequestId"
                 }
               },
               "outputDetails": {
@@ -193,7 +199,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/services/test_sns_task_service.py::TestTaskServiceSns::test_publish_base[message1]": {
-    "recorded-date": "03-09-2023, 13:33:39",
+    "recorded-date": "06-11-2025, 12:37:01",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -268,8 +274,9 @@
                 "MessageId": "<uuid:1>",
                 "SdkHttpMetadata": {
                   "AllHttpHeaders": {
-                    "x-amzn-RequestId": [
-                      "<uuid:2>"
+                    "x-amzn-RequestId": "x-amzn-RequestId",
+                    "connection": [
+                      "keep-alive"
                     ],
                     "Content-Length": [
                       "294"
@@ -280,15 +287,16 @@
                     ]
                   },
                   "HttpHeaders": {
+                    "connection": "keep-alive",
                     "Content-Length": "294",
                     "Content-Type": "text/xml",
                     "Date": "date",
-                    "x-amzn-RequestId": "<uuid:2>"
+                    "x-amzn-RequestId": "x-amzn-RequestId"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:2>"
+                  "RequestId": "RequestId"
                 }
               },
               "outputDetails": {
@@ -309,8 +317,9 @@
                 "MessageId": "<uuid:1>",
                 "SdkHttpMetadata": {
                   "AllHttpHeaders": {
-                    "x-amzn-RequestId": [
-                      "<uuid:2>"
+                    "x-amzn-RequestId": "x-amzn-RequestId",
+                    "connection": [
+                      "keep-alive"
                     ],
                     "Content-Length": [
                       "294"
@@ -321,15 +330,16 @@
                     ]
                   },
                   "HttpHeaders": {
+                    "connection": "keep-alive",
                     "Content-Length": "294",
                     "Content-Type": "text/xml",
                     "Date": "date",
-                    "x-amzn-RequestId": "<uuid:2>"
+                    "x-amzn-RequestId": "x-amzn-RequestId"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:2>"
+                  "RequestId": "RequestId"
                 }
               },
               "outputDetails": {
@@ -345,8 +355,9 @@
                 "MessageId": "<uuid:1>",
                 "SdkHttpMetadata": {
                   "AllHttpHeaders": {
-                    "x-amzn-RequestId": [
-                      "<uuid:2>"
+                    "x-amzn-RequestId": "x-amzn-RequestId",
+                    "connection": [
+                      "keep-alive"
                     ],
                     "Content-Length": [
                       "294"
@@ -357,15 +368,16 @@
                     ]
                   },
                   "HttpHeaders": {
+                    "connection": "keep-alive",
                     "Content-Length": "294",
                     "Content-Type": "text/xml",
                     "Date": "date",
-                    "x-amzn-RequestId": "<uuid:2>"
+                    "x-amzn-RequestId": "x-amzn-RequestId"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:2>"
+                  "RequestId": "RequestId"
                 }
               },
               "outputDetails": {
@@ -386,7 +398,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/services/test_sns_task_service.py::TestTaskServiceSns::test_publish_base[1]": {
-    "recorded-date": "03-09-2023, 13:33:55",
+    "recorded-date": "06-11-2025, 12:37:17",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -461,8 +473,9 @@
                 "MessageId": "<uuid:1>",
                 "SdkHttpMetadata": {
                   "AllHttpHeaders": {
-                    "x-amzn-RequestId": [
-                      "<uuid:2>"
+                    "x-amzn-RequestId": "x-amzn-RequestId",
+                    "connection": [
+                      "keep-alive"
                     ],
                     "Content-Length": [
                       "294"
@@ -473,15 +486,16 @@
                     ]
                   },
                   "HttpHeaders": {
+                    "connection": "keep-alive",
                     "Content-Length": "294",
                     "Content-Type": "text/xml",
                     "Date": "date",
-                    "x-amzn-RequestId": "<uuid:2>"
+                    "x-amzn-RequestId": "x-amzn-RequestId"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:2>"
+                  "RequestId": "RequestId"
                 }
               },
               "outputDetails": {
@@ -502,8 +516,9 @@
                 "MessageId": "<uuid:1>",
                 "SdkHttpMetadata": {
                   "AllHttpHeaders": {
-                    "x-amzn-RequestId": [
-                      "<uuid:2>"
+                    "x-amzn-RequestId": "x-amzn-RequestId",
+                    "connection": [
+                      "keep-alive"
                     ],
                     "Content-Length": [
                       "294"
@@ -514,15 +529,16 @@
                     ]
                   },
                   "HttpHeaders": {
+                    "connection": "keep-alive",
                     "Content-Length": "294",
                     "Content-Type": "text/xml",
                     "Date": "date",
-                    "x-amzn-RequestId": "<uuid:2>"
+                    "x-amzn-RequestId": "x-amzn-RequestId"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:2>"
+                  "RequestId": "RequestId"
                 }
               },
               "outputDetails": {
@@ -538,8 +554,9 @@
                 "MessageId": "<uuid:1>",
                 "SdkHttpMetadata": {
                   "AllHttpHeaders": {
-                    "x-amzn-RequestId": [
-                      "<uuid:2>"
+                    "x-amzn-RequestId": "x-amzn-RequestId",
+                    "connection": [
+                      "keep-alive"
                     ],
                     "Content-Length": [
                       "294"
@@ -550,15 +567,16 @@
                     ]
                   },
                   "HttpHeaders": {
+                    "connection": "keep-alive",
                     "Content-Length": "294",
                     "Content-Type": "text/xml",
                     "Date": "date",
-                    "x-amzn-RequestId": "<uuid:2>"
+                    "x-amzn-RequestId": "x-amzn-RequestId"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:2>"
+                  "RequestId": "RequestId"
                 }
               },
               "outputDetails": {
@@ -579,7 +597,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/services/test_sns_task_service.py::TestTaskServiceSns::test_publish_base[True]": {
-    "recorded-date": "03-09-2023, 13:34:10",
+    "recorded-date": "06-11-2025, 12:37:34",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -654,8 +672,9 @@
                 "MessageId": "<uuid:1>",
                 "SdkHttpMetadata": {
                   "AllHttpHeaders": {
-                    "x-amzn-RequestId": [
-                      "<uuid:2>"
+                    "x-amzn-RequestId": "x-amzn-RequestId",
+                    "connection": [
+                      "keep-alive"
                     ],
                     "Content-Length": [
                       "294"
@@ -666,15 +685,16 @@
                     ]
                   },
                   "HttpHeaders": {
+                    "connection": "keep-alive",
                     "Content-Length": "294",
                     "Content-Type": "text/xml",
                     "Date": "date",
-                    "x-amzn-RequestId": "<uuid:2>"
+                    "x-amzn-RequestId": "x-amzn-RequestId"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:2>"
+                  "RequestId": "RequestId"
                 }
               },
               "outputDetails": {
@@ -695,8 +715,9 @@
                 "MessageId": "<uuid:1>",
                 "SdkHttpMetadata": {
                   "AllHttpHeaders": {
-                    "x-amzn-RequestId": [
-                      "<uuid:2>"
+                    "x-amzn-RequestId": "x-amzn-RequestId",
+                    "connection": [
+                      "keep-alive"
                     ],
                     "Content-Length": [
                       "294"
@@ -707,15 +728,16 @@
                     ]
                   },
                   "HttpHeaders": {
+                    "connection": "keep-alive",
                     "Content-Length": "294",
                     "Content-Type": "text/xml",
                     "Date": "date",
-                    "x-amzn-RequestId": "<uuid:2>"
+                    "x-amzn-RequestId": "x-amzn-RequestId"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:2>"
+                  "RequestId": "RequestId"
                 }
               },
               "outputDetails": {
@@ -731,8 +753,9 @@
                 "MessageId": "<uuid:1>",
                 "SdkHttpMetadata": {
                   "AllHttpHeaders": {
-                    "x-amzn-RequestId": [
-                      "<uuid:2>"
+                    "x-amzn-RequestId": "x-amzn-RequestId",
+                    "connection": [
+                      "keep-alive"
                     ],
                     "Content-Length": [
                       "294"
@@ -743,15 +766,16 @@
                     ]
                   },
                   "HttpHeaders": {
+                    "connection": "keep-alive",
                     "Content-Length": "294",
                     "Content-Type": "text/xml",
                     "Date": "date",
-                    "x-amzn-RequestId": "<uuid:2>"
+                    "x-amzn-RequestId": "x-amzn-RequestId"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:2>"
+                  "RequestId": "RequestId"
                 }
               },
               "outputDetails": {
@@ -772,7 +796,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/services/test_sns_task_service.py::TestTaskServiceSns::test_publish_base[None]": {
-    "recorded-date": "03-09-2023, 13:34:25",
+    "recorded-date": "06-11-2025, 12:37:50",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -847,8 +871,9 @@
                 "MessageId": "<uuid:1>",
                 "SdkHttpMetadata": {
                   "AllHttpHeaders": {
-                    "x-amzn-RequestId": [
-                      "<uuid:2>"
+                    "x-amzn-RequestId": "x-amzn-RequestId",
+                    "connection": [
+                      "keep-alive"
                     ],
                     "Content-Length": [
                       "294"
@@ -859,15 +884,16 @@
                     ]
                   },
                   "HttpHeaders": {
+                    "connection": "keep-alive",
                     "Content-Length": "294",
                     "Content-Type": "text/xml",
                     "Date": "date",
-                    "x-amzn-RequestId": "<uuid:2>"
+                    "x-amzn-RequestId": "x-amzn-RequestId"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:2>"
+                  "RequestId": "RequestId"
                 }
               },
               "outputDetails": {
@@ -888,8 +914,9 @@
                 "MessageId": "<uuid:1>",
                 "SdkHttpMetadata": {
                   "AllHttpHeaders": {
-                    "x-amzn-RequestId": [
-                      "<uuid:2>"
+                    "x-amzn-RequestId": "x-amzn-RequestId",
+                    "connection": [
+                      "keep-alive"
                     ],
                     "Content-Length": [
                       "294"
@@ -900,15 +927,16 @@
                     ]
                   },
                   "HttpHeaders": {
+                    "connection": "keep-alive",
                     "Content-Length": "294",
                     "Content-Type": "text/xml",
                     "Date": "date",
-                    "x-amzn-RequestId": "<uuid:2>"
+                    "x-amzn-RequestId": "x-amzn-RequestId"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:2>"
+                  "RequestId": "RequestId"
                 }
               },
               "outputDetails": {
@@ -924,8 +952,9 @@
                 "MessageId": "<uuid:1>",
                 "SdkHttpMetadata": {
                   "AllHttpHeaders": {
-                    "x-amzn-RequestId": [
-                      "<uuid:2>"
+                    "x-amzn-RequestId": "x-amzn-RequestId",
+                    "connection": [
+                      "keep-alive"
                     ],
                     "Content-Length": [
                       "294"
@@ -936,15 +965,16 @@
                     ]
                   },
                   "HttpHeaders": {
+                    "connection": "keep-alive",
                     "Content-Length": "294",
                     "Content-Type": "text/xml",
                     "Date": "date",
-                    "x-amzn-RequestId": "<uuid:2>"
+                    "x-amzn-RequestId": "x-amzn-RequestId"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:2>"
+                  "RequestId": "RequestId"
                 }
               },
               "outputDetails": {
@@ -965,7 +995,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/services/test_sns_task_service.py::TestTaskServiceSns::test_publish_base[]": {
-    "recorded-date": "03-09-2023, 13:34:40",
+    "recorded-date": "06-11-2025, 12:38:06",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -1040,8 +1070,9 @@
                 "MessageId": "<uuid:1>",
                 "SdkHttpMetadata": {
                   "AllHttpHeaders": {
-                    "x-amzn-RequestId": [
-                      "<uuid:2>"
+                    "x-amzn-RequestId": "x-amzn-RequestId",
+                    "connection": [
+                      "keep-alive"
                     ],
                     "Content-Length": [
                       "294"
@@ -1052,15 +1083,16 @@
                     ]
                   },
                   "HttpHeaders": {
+                    "connection": "keep-alive",
                     "Content-Length": "294",
                     "Content-Type": "text/xml",
                     "Date": "date",
-                    "x-amzn-RequestId": "<uuid:2>"
+                    "x-amzn-RequestId": "x-amzn-RequestId"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:2>"
+                  "RequestId": "RequestId"
                 }
               },
               "outputDetails": {
@@ -1081,8 +1113,9 @@
                 "MessageId": "<uuid:1>",
                 "SdkHttpMetadata": {
                   "AllHttpHeaders": {
-                    "x-amzn-RequestId": [
-                      "<uuid:2>"
+                    "x-amzn-RequestId": "x-amzn-RequestId",
+                    "connection": [
+                      "keep-alive"
                     ],
                     "Content-Length": [
                       "294"
@@ -1093,15 +1126,16 @@
                     ]
                   },
                   "HttpHeaders": {
+                    "connection": "keep-alive",
                     "Content-Length": "294",
                     "Content-Type": "text/xml",
                     "Date": "date",
-                    "x-amzn-RequestId": "<uuid:2>"
+                    "x-amzn-RequestId": "x-amzn-RequestId"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:2>"
+                  "RequestId": "RequestId"
                 }
               },
               "outputDetails": {
@@ -1117,8 +1151,9 @@
                 "MessageId": "<uuid:1>",
                 "SdkHttpMetadata": {
                   "AllHttpHeaders": {
-                    "x-amzn-RequestId": [
-                      "<uuid:2>"
+                    "x-amzn-RequestId": "x-amzn-RequestId",
+                    "connection": [
+                      "keep-alive"
                     ],
                     "Content-Length": [
                       "294"
@@ -1129,15 +1164,16 @@
                     ]
                   },
                   "HttpHeaders": {
+                    "connection": "keep-alive",
                     "Content-Length": "294",
                     "Content-Type": "text/xml",
                     "Date": "date",
-                    "x-amzn-RequestId": "<uuid:2>"
+                    "x-amzn-RequestId": "x-amzn-RequestId"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:2>"
+                  "RequestId": "RequestId"
                 }
               },
               "outputDetails": {
@@ -1359,7 +1395,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/services/test_sns_task_service.py::TestTaskServiceSns::test_publish_base_error_topic_arn": {
-    "recorded-date": "03-09-2023, 13:35:10",
+    "recorded-date": "06-11-2025, 12:39:31",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -1457,7 +1493,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/services/test_sns_task_service.py::TestTaskServiceSns::test_publish_message_attributes[HelloWorld]": {
-    "recorded-date": "27-01-2025, 07:07:04",
+    "recorded-date": "06-11-2025, 12:38:22",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -1544,9 +1580,7 @@
                 "MessageId": "<uuid:1>",
                 "SdkHttpMetadata": {
                   "AllHttpHeaders": {
-                    "x-amzn-RequestId": [
-                      "<uuid:2>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "connection": [
                       "keep-alive"
                     ],
@@ -1563,12 +1597,12 @@
                     "Content-Length": "294",
                     "Content-Type": "text/xml",
                     "Date": "date",
-                    "x-amzn-RequestId": "<uuid:2>"
+                    "x-amzn-RequestId": "x-amzn-RequestId"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:2>"
+                  "RequestId": "RequestId"
                 }
               },
               "outputDetails": {
@@ -1589,9 +1623,7 @@
                 "MessageId": "<uuid:1>",
                 "SdkHttpMetadata": {
                   "AllHttpHeaders": {
-                    "x-amzn-RequestId": [
-                      "<uuid:2>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "connection": [
                       "keep-alive"
                     ],
@@ -1608,12 +1640,12 @@
                     "Content-Length": "294",
                     "Content-Type": "text/xml",
                     "Date": "date",
-                    "x-amzn-RequestId": "<uuid:2>"
+                    "x-amzn-RequestId": "x-amzn-RequestId"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:2>"
+                  "RequestId": "RequestId"
                 }
               },
               "outputDetails": {
@@ -1629,9 +1661,7 @@
                 "MessageId": "<uuid:1>",
                 "SdkHttpMetadata": {
                   "AllHttpHeaders": {
-                    "x-amzn-RequestId": [
-                      "<uuid:2>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "connection": [
                       "keep-alive"
                     ],
@@ -1648,12 +1678,12 @@
                     "Content-Length": "294",
                     "Content-Type": "text/xml",
                     "Date": "date",
-                    "x-amzn-RequestId": "<uuid:2>"
+                    "x-amzn-RequestId": "x-amzn-RequestId"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:2>"
+                  "RequestId": "RequestId"
                 }
               },
               "outputDetails": {
@@ -1701,7 +1731,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/services/test_sns_task_service.py::TestTaskServiceSns::test_publish_message_attributes[\"HelloWorld\"]": {
-    "recorded-date": "27-01-2025, 07:07:20",
+    "recorded-date": "06-11-2025, 12:38:40",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -1788,9 +1818,7 @@
                 "MessageId": "<uuid:1>",
                 "SdkHttpMetadata": {
                   "AllHttpHeaders": {
-                    "x-amzn-RequestId": [
-                      "<uuid:2>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "connection": [
                       "keep-alive"
                     ],
@@ -1807,12 +1835,12 @@
                     "Content-Length": "294",
                     "Content-Type": "text/xml",
                     "Date": "date",
-                    "x-amzn-RequestId": "<uuid:2>"
+                    "x-amzn-RequestId": "x-amzn-RequestId"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:2>"
+                  "RequestId": "RequestId"
                 }
               },
               "outputDetails": {
@@ -1833,9 +1861,7 @@
                 "MessageId": "<uuid:1>",
                 "SdkHttpMetadata": {
                   "AllHttpHeaders": {
-                    "x-amzn-RequestId": [
-                      "<uuid:2>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "connection": [
                       "keep-alive"
                     ],
@@ -1852,12 +1878,12 @@
                     "Content-Length": "294",
                     "Content-Type": "text/xml",
                     "Date": "date",
-                    "x-amzn-RequestId": "<uuid:2>"
+                    "x-amzn-RequestId": "x-amzn-RequestId"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:2>"
+                  "RequestId": "RequestId"
                 }
               },
               "outputDetails": {
@@ -1873,9 +1899,7 @@
                 "MessageId": "<uuid:1>",
                 "SdkHttpMetadata": {
                   "AllHttpHeaders": {
-                    "x-amzn-RequestId": [
-                      "<uuid:2>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "connection": [
                       "keep-alive"
                     ],
@@ -1892,12 +1916,12 @@
                     "Content-Length": "294",
                     "Content-Type": "text/xml",
                     "Date": "date",
-                    "x-amzn-RequestId": "<uuid:2>"
+                    "x-amzn-RequestId": "x-amzn-RequestId"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:2>"
+                  "RequestId": "RequestId"
                 }
               },
               "outputDetails": {
@@ -1945,7 +1969,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/services/test_sns_task_service.py::TestTaskServiceSns::test_publish_message_attributes[{}]": {
-    "recorded-date": "27-01-2025, 07:07:36",
+    "recorded-date": "06-11-2025, 12:38:58",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -2032,9 +2056,7 @@
                 "MessageId": "<uuid:1>",
                 "SdkHttpMetadata": {
                   "AllHttpHeaders": {
-                    "x-amzn-RequestId": [
-                      "<uuid:2>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "connection": [
                       "keep-alive"
                     ],
@@ -2051,12 +2073,12 @@
                     "Content-Length": "294",
                     "Content-Type": "text/xml",
                     "Date": "date",
-                    "x-amzn-RequestId": "<uuid:2>"
+                    "x-amzn-RequestId": "x-amzn-RequestId"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:2>"
+                  "RequestId": "RequestId"
                 }
               },
               "outputDetails": {
@@ -2077,9 +2099,7 @@
                 "MessageId": "<uuid:1>",
                 "SdkHttpMetadata": {
                   "AllHttpHeaders": {
-                    "x-amzn-RequestId": [
-                      "<uuid:2>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "connection": [
                       "keep-alive"
                     ],
@@ -2096,12 +2116,12 @@
                     "Content-Length": "294",
                     "Content-Type": "text/xml",
                     "Date": "date",
-                    "x-amzn-RequestId": "<uuid:2>"
+                    "x-amzn-RequestId": "x-amzn-RequestId"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:2>"
+                  "RequestId": "RequestId"
                 }
               },
               "outputDetails": {
@@ -2117,9 +2137,7 @@
                 "MessageId": "<uuid:1>",
                 "SdkHttpMetadata": {
                   "AllHttpHeaders": {
-                    "x-amzn-RequestId": [
-                      "<uuid:2>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "connection": [
                       "keep-alive"
                     ],
@@ -2136,12 +2154,12 @@
                     "Content-Length": "294",
                     "Content-Type": "text/xml",
                     "Date": "date",
-                    "x-amzn-RequestId": "<uuid:2>"
+                    "x-amzn-RequestId": "x-amzn-RequestId"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:2>"
+                  "RequestId": "RequestId"
                 }
               },
               "outputDetails": {
@@ -2189,7 +2207,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/services/test_sns_task_service.py::TestTaskServiceSns::test_publish_message_attributes[message_value3]": {
-    "recorded-date": "27-01-2025, 07:07:54",
+    "recorded-date": "06-11-2025, 12:39:15",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -2276,9 +2294,7 @@
                 "MessageId": "<uuid:1>",
                 "SdkHttpMetadata": {
                   "AllHttpHeaders": {
-                    "x-amzn-RequestId": [
-                      "<uuid:2>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "connection": [
                       "keep-alive"
                     ],
@@ -2295,12 +2311,12 @@
                     "Content-Length": "294",
                     "Content-Type": "text/xml",
                     "Date": "date",
-                    "x-amzn-RequestId": "<uuid:2>"
+                    "x-amzn-RequestId": "x-amzn-RequestId"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:2>"
+                  "RequestId": "RequestId"
                 }
               },
               "outputDetails": {
@@ -2321,9 +2337,7 @@
                 "MessageId": "<uuid:1>",
                 "SdkHttpMetadata": {
                   "AllHttpHeaders": {
-                    "x-amzn-RequestId": [
-                      "<uuid:2>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "connection": [
                       "keep-alive"
                     ],
@@ -2340,12 +2354,12 @@
                     "Content-Length": "294",
                     "Content-Type": "text/xml",
                     "Date": "date",
-                    "x-amzn-RequestId": "<uuid:2>"
+                    "x-amzn-RequestId": "x-amzn-RequestId"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:2>"
+                  "RequestId": "RequestId"
                 }
               },
               "outputDetails": {
@@ -2361,9 +2375,7 @@
                 "MessageId": "<uuid:1>",
                 "SdkHttpMetadata": {
                   "AllHttpHeaders": {
-                    "x-amzn-RequestId": [
-                      "<uuid:2>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "connection": [
                       "keep-alive"
                     ],
@@ -2380,12 +2392,12 @@
                     "Content-Length": "294",
                     "Content-Type": "text/xml",
                     "Date": "date",
-                    "x-amzn-RequestId": "<uuid:2>"
+                    "x-amzn-RequestId": "x-amzn-RequestId"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:2>"
+                  "RequestId": "RequestId"
                 }
               },
               "outputDetails": {
@@ -2433,7 +2445,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/services/test_sns_task_service.py::TestTaskServiceSns::test_fifo_message_attribute[input_params0-True]": {
-    "recorded-date": "08-02-2024, 10:06:30",
+    "recorded-date": "06-11-2025, 12:36:11",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -2531,7 +2543,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/services/test_sns_task_service.py::TestTaskServiceSns::test_fifo_message_attribute[input_params1-False]": {
-    "recorded-date": "08-02-2024, 10:06:49",
+    "recorded-date": "06-11-2025, 12:36:27",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -2612,9 +2624,7 @@
                 "MessageId": "<uuid:1>",
                 "SdkHttpMetadata": {
                   "AllHttpHeaders": {
-                    "x-amzn-RequestId": [
-                      "<uuid:2>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "connection": [
                       "keep-alive"
                     ],
@@ -2631,12 +2641,12 @@
                     "Content-Length": "352",
                     "Content-Type": "text/xml",
                     "Date": "date",
-                    "x-amzn-RequestId": "<uuid:2>"
+                    "x-amzn-RequestId": "x-amzn-RequestId"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:2>"
+                  "RequestId": "RequestId"
                 },
                 "SequenceNumber": "<sequence-number:1>"
               },
@@ -2658,9 +2668,7 @@
                 "MessageId": "<uuid:1>",
                 "SdkHttpMetadata": {
                   "AllHttpHeaders": {
-                    "x-amzn-RequestId": [
-                      "<uuid:2>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "connection": [
                       "keep-alive"
                     ],
@@ -2677,12 +2685,12 @@
                     "Content-Length": "352",
                     "Content-Type": "text/xml",
                     "Date": "date",
-                    "x-amzn-RequestId": "<uuid:2>"
+                    "x-amzn-RequestId": "x-amzn-RequestId"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:2>"
+                  "RequestId": "RequestId"
                 },
                 "SequenceNumber": "<sequence-number:1>"
               },
@@ -2699,9 +2707,7 @@
                 "MessageId": "<uuid:1>",
                 "SdkHttpMetadata": {
                   "AllHttpHeaders": {
-                    "x-amzn-RequestId": [
-                      "<uuid:2>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "connection": [
                       "keep-alive"
                     ],
@@ -2718,12 +2724,12 @@
                     "Content-Length": "352",
                     "Content-Type": "text/xml",
                     "Date": "date",
-                    "x-amzn-RequestId": "<uuid:2>"
+                    "x-amzn-RequestId": "x-amzn-RequestId"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:2>"
+                  "RequestId": "RequestId"
                 },
                 "SequenceNumber": "<sequence-number:1>"
               },
diff --git a/tests/aws/services/stepfunctions/v2/services/test_sns_task_service.validation.json b/tests/aws/services/stepfunctions/v2/services/test_sns_task_service.validation.json
index a53bb3fba34a7..b09febda41f1d 100644
--- a/tests/aws/services/stepfunctions/v2/services/test_sns_task_service.validation.json
+++ b/tests/aws/services/stepfunctions/v2/services/test_sns_task_service.validation.json
@@ -1,44 +1,122 @@
 {
   "tests/aws/services/stepfunctions/v2/services/test_sns_task_service.py::TestTaskServiceSns::test_fifo_message_attribute[input_params0-True]": {
-    "last_validated_date": "2024-02-08T10:06:30+00:00"
+    "last_validated_date": "2025-11-06T12:36:13+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 14.22,
+      "teardown": 2.48,
+      "total": 16.7
+    }
   },
   "tests/aws/services/stepfunctions/v2/services/test_sns_task_service.py::TestTaskServiceSns::test_fifo_message_attribute[input_params1-False]": {
-    "last_validated_date": "2024-02-08T10:06:49+00:00"
+    "last_validated_date": "2025-11-06T12:36:30+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 14.29,
+      "teardown": 2.44,
+      "total": 16.73
+    }
   },
   "tests/aws/services/stepfunctions/v2/services/test_sns_task_service.py::TestTaskServiceSns::test_publish_base[1]": {
-    "last_validated_date": "2023-09-03T11:33:55+00:00"
+    "last_validated_date": "2025-11-06T12:37:20+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 14.59,
+      "teardown": 2.46,
+      "total": 17.05
+    }
   },
   "tests/aws/services/stepfunctions/v2/services/test_sns_task_service.py::TestTaskServiceSns::test_publish_base[HelloWorld]": {
-    "last_validated_date": "2023-09-03T11:33:23+00:00"
+    "last_validated_date": "2025-11-06T12:36:47+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 14.28,
+      "teardown": 2.35,
+      "total": 16.63
+    }
   },
   "tests/aws/services/stepfunctions/v2/services/test_sns_task_service.py::TestTaskServiceSns::test_publish_base[None]": {
-    "last_validated_date": "2023-09-03T11:34:25+00:00"
+    "last_validated_date": "2025-11-06T12:37:52+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 13.16,
+      "teardown": 2.37,
+      "total": 15.53
+    }
   },
   "tests/aws/services/stepfunctions/v2/services/test_sns_task_service.py::TestTaskServiceSns::test_publish_base[True]": {
-    "last_validated_date": "2023-09-03T11:34:10+00:00"
+    "last_validated_date": "2025-11-06T12:37:37+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 14.4,
+      "teardown": 2.47,
+      "total": 16.87
+    }
   },
   "tests/aws/services/stepfunctions/v2/services/test_sns_task_service.py::TestTaskServiceSns::test_publish_base[]": {
-    "last_validated_date": "2023-09-03T11:34:40+00:00"
+    "last_validated_date": "2025-11-06T12:38:08+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 13.17,
+      "teardown": 2.33,
+      "total": 15.5
+    }
   },
   "tests/aws/services/stepfunctions/v2/services/test_sns_task_service.py::TestTaskServiceSns::test_publish_base[message1]": {
-    "last_validated_date": "2023-09-03T11:33:39+00:00"
+    "last_validated_date": "2025-11-06T12:37:03+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 14.23,
+      "teardown": 2.13,
+      "total": 16.36
+    }
   },
   "tests/aws/services/stepfunctions/v2/services/test_sns_task_service.py::TestTaskServiceSns::test_publish_base_error_topic_arn": {
-    "last_validated_date": "2023-09-03T11:35:10+00:00"
+    "last_validated_date": "2025-11-06T12:39:34+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 13.84,
+      "teardown": 2.38,
+      "total": 16.22
+    }
   },
   "tests/aws/services/stepfunctions/v2/services/test_sns_task_service.py::TestTaskServiceSns::test_publish_message_attributes": {
     "last_validated_date": "2023-09-03T11:34:55+00:00"
   },
   "tests/aws/services/stepfunctions/v2/services/test_sns_task_service.py::TestTaskServiceSns::test_publish_message_attributes[\"HelloWorld\"]": {
-    "last_validated_date": "2025-01-27T07:07:20+00:00"
+    "last_validated_date": "2025-11-06T12:38:43+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 15.15,
+      "teardown": 2.7,
+      "total": 17.85
+    }
   },
   "tests/aws/services/stepfunctions/v2/services/test_sns_task_service.py::TestTaskServiceSns::test_publish_message_attributes[HelloWorld]": {
-    "last_validated_date": "2025-01-27T07:07:04+00:00"
+    "last_validated_date": "2025-11-06T12:38:25+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 14.49,
+      "teardown": 2.56,
+      "total": 17.05
+    }
   },
   "tests/aws/services/stepfunctions/v2/services/test_sns_task_service.py::TestTaskServiceSns::test_publish_message_attributes[message_value3]": {
-    "last_validated_date": "2025-01-27T07:07:54+00:00"
+    "last_validated_date": "2025-11-06T12:39:17+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 14.07,
+      "teardown": 2.67,
+      "total": 16.74
+    }
   },
   "tests/aws/services/stepfunctions/v2/services/test_sns_task_service.py::TestTaskServiceSns::test_publish_message_attributes[{}]": {
-    "last_validated_date": "2025-01-27T07:07:36+00:00"
+    "last_validated_date": "2025-11-06T12:39:01+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 15.14,
+      "teardown": 2.61,
+      "total": 17.75
+    }
   }
 }
diff --git a/tests/aws/services/stepfunctions/v2/services/test_sqs_task_service.snapshot.json b/tests/aws/services/stepfunctions/v2/services/test_sqs_task_service.snapshot.json
index 6fb95be414ef4..d1cd8af6569ec 100644
--- a/tests/aws/services/stepfunctions/v2/services/test_sqs_task_service.snapshot.json
+++ b/tests/aws/services/stepfunctions/v2/services/test_sqs_task_service.snapshot.json
@@ -1,6 +1,6 @@
 {
   "tests/aws/services/stepfunctions/v2/services/test_sqs_task_service.py::TestTaskServiceSqs::test_send_message": {
-    "recorded-date": "18-04-2024, 06:37:09",
+    "recorded-date": "06-11-2025, 12:39:48",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -70,9 +70,7 @@
                 "MessageId": "<uuid:1>",
                 "SdkHttpMetadata": {
                   "AllHttpHeaders": {
-                    "x-amzn-RequestId": [
-                      "<uuid:2>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "connection": [
                       "keep-alive"
                     ],
@@ -89,12 +87,12 @@
                     "Content-Length": "106",
                     "Content-Type": "application/x-amz-json-1.0",
                     "Date": "date",
-                    "x-amzn-RequestId": "<uuid:2>"
+                    "x-amzn-RequestId": "x-amzn-RequestId"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:2>"
+                  "RequestId": "RequestId"
                 }
               },
               "outputDetails": {
@@ -116,9 +114,7 @@
                 "MessageId": "<uuid:1>",
                 "SdkHttpMetadata": {
                   "AllHttpHeaders": {
-                    "x-amzn-RequestId": [
-                      "<uuid:2>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "connection": [
                       "keep-alive"
                     ],
@@ -135,12 +131,12 @@
                     "Content-Length": "106",
                     "Content-Type": "application/x-amz-json-1.0",
                     "Date": "date",
-                    "x-amzn-RequestId": "<uuid:2>"
+                    "x-amzn-RequestId": "x-amzn-RequestId"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:2>"
+                  "RequestId": "RequestId"
                 }
               },
               "outputDetails": {
@@ -157,9 +153,7 @@
                 "MessageId": "<uuid:1>",
                 "SdkHttpMetadata": {
                   "AllHttpHeaders": {
-                    "x-amzn-RequestId": [
-                      "<uuid:2>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "connection": [
                       "keep-alive"
                     ],
@@ -176,12 +170,12 @@
                     "Content-Length": "106",
                     "Content-Type": "application/x-amz-json-1.0",
                     "Date": "date",
-                    "x-amzn-RequestId": "<uuid:2>"
+                    "x-amzn-RequestId": "x-amzn-RequestId"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:2>"
+                  "RequestId": "RequestId"
                 }
               },
               "outputDetails": {
@@ -202,7 +196,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/services/test_sqs_task_service.py::TestTaskServiceSqs::test_send_message_unsupported_parameters": {
-    "recorded-date": "18-04-2024, 06:37:24",
+    "recorded-date": "06-11-2025, 12:40:04",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -278,9 +272,7 @@
                 "MessageId": "<uuid:1>",
                 "SdkHttpMetadata": {
                   "AllHttpHeaders": {
-                    "x-amzn-RequestId": [
-                      "<uuid:2>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "connection": [
                       "keep-alive"
                     ],
@@ -297,12 +289,12 @@
                     "Content-Length": "106",
                     "Content-Type": "application/x-amz-json-1.0",
                     "Date": "date",
-                    "x-amzn-RequestId": "<uuid:2>"
+                    "x-amzn-RequestId": "x-amzn-RequestId"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:2>"
+                  "RequestId": "RequestId"
                 }
               },
               "outputDetails": {
@@ -324,9 +316,7 @@
                 "MessageId": "<uuid:1>",
                 "SdkHttpMetadata": {
                   "AllHttpHeaders": {
-                    "x-amzn-RequestId": [
-                      "<uuid:2>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "connection": [
                       "keep-alive"
                     ],
@@ -343,12 +333,12 @@
                     "Content-Length": "106",
                     "Content-Type": "application/x-amz-json-1.0",
                     "Date": "date",
-                    "x-amzn-RequestId": "<uuid:2>"
+                    "x-amzn-RequestId": "x-amzn-RequestId"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:2>"
+                  "RequestId": "RequestId"
                 }
               },
               "outputDetails": {
@@ -365,9 +355,7 @@
                 "MessageId": "<uuid:1>",
                 "SdkHttpMetadata": {
                   "AllHttpHeaders": {
-                    "x-amzn-RequestId": [
-                      "<uuid:2>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "connection": [
                       "keep-alive"
                     ],
@@ -384,12 +372,12 @@
                     "Content-Length": "106",
                     "Content-Type": "application/x-amz-json-1.0",
                     "Date": "date",
-                    "x-amzn-RequestId": "<uuid:2>"
+                    "x-amzn-RequestId": "x-amzn-RequestId"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:2>"
+                  "RequestId": "RequestId"
                 }
               },
               "outputDetails": {
@@ -410,7 +398,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/services/test_sqs_task_service.py::TestTaskServiceSqs::test_send_message_attributes": {
-    "recorded-date": "22-08-2024, 10:04:56",
+    "recorded-date": "06-11-2025, 12:40:20",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -495,9 +483,7 @@
                 "MessageId": "<uuid:1>",
                 "SdkHttpMetadata": {
                   "AllHttpHeaders": {
-                    "x-amzn-RequestId": [
-                      "<uuid:2>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "connection": [
                       "keep-alive"
                     ],
@@ -514,12 +500,12 @@
                     "Content-Length": "166",
                     "Content-Type": "application/x-amz-json-1.0",
                     "Date": "date",
-                    "x-amzn-RequestId": "<uuid:2>"
+                    "x-amzn-RequestId": "x-amzn-RequestId"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:2>"
+                  "RequestId": "RequestId"
                 }
               },
               "outputDetails": {
@@ -542,9 +528,7 @@
                 "MessageId": "<uuid:1>",
                 "SdkHttpMetadata": {
                   "AllHttpHeaders": {
-                    "x-amzn-RequestId": [
-                      "<uuid:2>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "connection": [
                       "keep-alive"
                     ],
@@ -561,12 +545,12 @@
                     "Content-Length": "166",
                     "Content-Type": "application/x-amz-json-1.0",
                     "Date": "date",
-                    "x-amzn-RequestId": "<uuid:2>"
+                    "x-amzn-RequestId": "x-amzn-RequestId"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:2>"
+                  "RequestId": "RequestId"
                 }
               },
               "outputDetails": {
@@ -584,9 +568,7 @@
                 "MessageId": "<uuid:1>",
                 "SdkHttpMetadata": {
                   "AllHttpHeaders": {
-                    "x-amzn-RequestId": [
-                      "<uuid:2>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "connection": [
                       "keep-alive"
                     ],
@@ -603,12 +585,12 @@
                     "Content-Length": "166",
                     "Content-Type": "application/x-amz-json-1.0",
                     "Date": "date",
-                    "x-amzn-RequestId": "<uuid:2>"
+                    "x-amzn-RequestId": "x-amzn-RequestId"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:2>"
+                  "RequestId": "RequestId"
                 }
               },
               "outputDetails": {
diff --git a/tests/aws/services/stepfunctions/v2/services/test_sqs_task_service.validation.json b/tests/aws/services/stepfunctions/v2/services/test_sqs_task_service.validation.json
index 24c2546956eb3..1dee24dc90729 100644
--- a/tests/aws/services/stepfunctions/v2/services/test_sqs_task_service.validation.json
+++ b/tests/aws/services/stepfunctions/v2/services/test_sqs_task_service.validation.json
@@ -1,11 +1,29 @@
 {
   "tests/aws/services/stepfunctions/v2/services/test_sqs_task_service.py::TestTaskServiceSqs::test_send_message": {
-    "last_validated_date": "2024-08-21T15:47:00+00:00"
+    "last_validated_date": "2025-11-06T12:39:50+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 14.54,
+      "teardown": 1.92,
+      "total": 16.46
+    }
   },
   "tests/aws/services/stepfunctions/v2/services/test_sqs_task_service.py::TestTaskServiceSqs::test_send_message_attributes": {
-    "last_validated_date": "2024-08-22T10:04:56+00:00"
+    "last_validated_date": "2025-11-06T12:40:23+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 14.51,
+      "teardown": 2.57,
+      "total": 17.08
+    }
   },
   "tests/aws/services/stepfunctions/v2/services/test_sqs_task_service.py::TestTaskServiceSqs::test_send_message_unsupported_parameters": {
-    "last_validated_date": "2024-04-18T06:37:24+00:00"
+    "last_validated_date": "2025-11-06T12:40:06+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 14.29,
+      "teardown": 1.62,
+      "total": 15.91
+    }
   }
 }
diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py b/tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py
new file mode 100644
index 0000000000000..6d064e39f0aac
--- /dev/null
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py
@@ -0,0 +1,398 @@
+import json
+
+import pytest
+
+from localstack.aws.api.stepfunctions import InspectionLevel
+from localstack.testing.aws.util import is_aws_cloud
+from localstack.testing.pytest import markers
+from localstack.utils.aws import arns
+from tests.aws.services.stepfunctions.templates.test_state.test_state_templates import (
+    TestStateTemplate as TST,
+)
+
+
+class TestFieldValidationMode:
+    """
+
+    TODO test cases and edge cases found out in the wild that are good candidates for tests
+    - lambda response payload is not a string but a JSON - results in a validation error against the API spec
+    - somehow in SQS SendMessage response the following mock {"MD5OfMessageBody": {"unexpected": ["object"]}} while the API spec requires {"MD5OfMessageBody": "string"}.
+        At the same time, MessageId is validated to be a string. Both fields are in the API spec and both are strings there.
+    """
+
+    EVENTBRIDGE_VALIDATION_PASS_FIELDS_NOT_IN_SPEC = [
+        pytest.param({"random": "json"}, id="field_not_part_of_api_spec"),
+        pytest.param({}, id="empty_json"),
+        # pytest.param("Hello World", id="simple_string"), TODO validate these general failure modes in a validation parity test
+        # pytest.param(42, id="simple_number"),
+        # pytest.param(["a", "b", "c"], id="simple_list"),
+    ]
+
+    @markers.aws.validated
+    @pytest.mark.parametrize("result", EVENTBRIDGE_VALIDATION_PASS_FIELDS_NOT_IN_SPEC)
+    def test_strict_mode_mock_result_field_not_in_api_spec(
+        self,
+        aws_client,
+        aws_client_no_sync_prefix,
+        create_state_machine_iam_role,
+        sfn_snapshot,
+        result,
+    ):
+        """
+        Only fields from the API spec are validated
+        """
+        template = TST.load_sfn_template(TST.BASE_EVENTS_PUT_EVENTS_TASK_STATE)
+        definition = json.dumps(template)
+
+        entries = [
+            {
+                "Detail": "detail",
+                "DetailType": "detail_type",
+                "Source": "source",
+            },
+        ]
+        exec_input = json.dumps({"Entries": entries})
+
+        mock = {"result": json.dumps(result)}
+
+        sfn_role_arn = create_state_machine_iam_role(aws_client)
+
+        test_case_response = aws_client_no_sync_prefix.stepfunctions.test_state(
+            definition=definition,
+            roleArn=sfn_role_arn,
+            input=exec_input,
+            inspectionLevel=InspectionLevel.INFO,
+            mock=mock,
+        )
+        sfn_snapshot.match("test_case_response", test_case_response)
+
+    EVENTBRIDGE_VAlIDATION_ERRORS = [
+        pytest.param(
+            {"Entries": "Entries value should have been a list of entry objects"},
+            id="wrong_type_top_level_field",
+        ),
+        pytest.param(
+            {
+                "Entries": [
+                    {"EventId": ["EventId value should have been a string not a list of strings"]}
+                ]
+            },
+            id="wrong_type_nested_field",
+        ),
+        pytest.param(
+            {
+                "Entries": [
+                    {"EventId": "First eventId has correct type: string"},
+                    {"EventId": ["Second eventId has incorrect type: array"]},
+                ]
+            },
+            id="wrong_type_2nd_array_element",
+        ),
+    ]
+
+    @markers.aws.validated
+    @pytest.mark.parametrize("result", EVENTBRIDGE_VAlIDATION_ERRORS)
+    def test_strict_mode_eventbridge_task(
+        self,
+        aws_client,
+        aws_client_no_sync_prefix,
+        create_state_machine_iam_role,
+        sfn_snapshot,
+        result,
+    ):
+        template = TST.load_sfn_template(TST.BASE_EVENTS_PUT_EVENTS_TASK_STATE)
+        definition = json.dumps(template)
+
+        entries = [
+            {
+                "Detail": "detail",
+                "DetailType": "detail_type",
+                "Source": "source",
+            },
+        ]
+        exec_input = json.dumps({"Entries": entries})
+
+        mock = {"result": json.dumps(result)}
+
+        sfn_role_arn = create_state_machine_iam_role(aws_client)
+
+        with pytest.raises(aws_client.stepfunctions.exceptions.ValidationException) as e:
+            aws_client_no_sync_prefix.stepfunctions.test_state(
+                definition=definition,
+                roleArn=sfn_role_arn,
+                input=exec_input,
+                inspectionLevel=InspectionLevel.INFO,
+                mock=mock,
+            )
+        sfn_snapshot.match("validation-exception", e.value.response)
+
+    SFN_VALIDATION_ERRORS = [
+        pytest.param(
+            {},
+            id="missing_required_fields",
+        ),
+        pytest.param(
+            {"executionArn": "stringValueExecutionArn", "startDate": "stringValueStartDate"},
+            id="field_name_not_in_sfn_case",
+        ),
+        pytest.param(
+            {"ExecutionArn": "stringValueExecutionArn", "StartDate": True},
+            id="wrong_timestamp_type_bool",
+        ),
+        pytest.param(
+            {"ExecutionArn": "stringValueExecutionArn", "StartDate": 1764103483},
+            id="wrong_timestamp_type_number",
+        ),
+    ]
+
+    @markers.aws.validated
+    @pytest.mark.parametrize("result", SFN_VALIDATION_ERRORS)
+    def test_strict_mode_sfn_task(
+        self,
+        aws_client,
+        aws_client_no_sync_prefix,
+        create_state_machine_iam_role,
+        account_id,
+        region_name,
+        sfn_snapshot,
+        result,
+    ):
+        template = TST.load_sfn_template(TST.BASE_SFN_START_EXECUTION_TASK_STATE)
+        definition = json.dumps(template)
+
+        target_state_machine_arn = arns.stepfunctions_state_machine_arn(
+            name="TargetStateMachine", account_id=account_id, region_name=region_name
+        )
+
+        target_execution_name = "TestStartTarget"
+
+        exec_input = json.dumps(
+            {
+                "stateMachineArn": target_state_machine_arn,
+                "targetInput": None,
+                "name": target_execution_name,
+            }
+        )
+
+        mock = {"result": json.dumps(result)}
+
+        sfn_role_arn = create_state_machine_iam_role(aws_client)
+
+        with pytest.raises(aws_client.stepfunctions.exceptions.ValidationException) as e:
+            aws_client_no_sync_prefix.stepfunctions.test_state(
+                definition=definition,
+                roleArn=sfn_role_arn,
+                input=exec_input,
+                inspectionLevel=InspectionLevel.INFO,
+                mock=mock,
+            )
+        sfn_snapshot.match("validation-exception", e.value.response)
+
+    LAMBDA_VALIDATION_ERRORS = [
+        pytest.param(
+            {"StatusCode": "200"},
+            id="wrong_integer_type_string",
+        ),
+    ]
+
+    @markers.aws.validated
+    @pytest.mark.parametrize("result", LAMBDA_VALIDATION_ERRORS)
+    def test_strict_mode_lambda_task(
+        self,
+        aws_client,
+        aws_client_no_sync_prefix,
+        create_state_machine_iam_role,
+        account_id,
+        region_name,
+        sfn_snapshot,
+        result,
+    ):
+        template = TST.load_sfn_template(TST.BASE_LAMBDA_SERVICE_TASK_STATE)
+        definition = json.dumps(template)
+        exec_input = json.dumps({"FunctionName": "function_name", "Payload": None})
+
+        mock = {"result": json.dumps(result)}
+
+        sfn_role_arn = create_state_machine_iam_role(aws_client)
+
+        with pytest.raises(aws_client.stepfunctions.exceptions.ValidationException) as e:
+            aws_client_no_sync_prefix.stepfunctions.test_state(
+                definition=definition,
+                roleArn=sfn_role_arn,
+                input=exec_input,
+                inspectionLevel=InspectionLevel.INFO,
+                mock=mock,
+            )
+        sfn_snapshot.match("validation-exception", e.value.response)
+
+    DYNAMODB_VALIDATION_ERRORS = [
+        pytest.param(
+            {"ConsumedCapacity": {"CapacityUnits": "123.45"}},
+            id="wrong_float_type_string",
+        ),
+    ]
+
+    @markers.aws.validated
+    @pytest.mark.parametrize("result", DYNAMODB_VALIDATION_ERRORS)
+    def test_strict_mode_dynamodb_task(
+        self,
+        aws_client,
+        aws_client_no_sync_prefix,
+        create_state_machine_iam_role,
+        account_id,
+        region_name,
+        sfn_snapshot,
+        result,
+    ):
+        template = TST.load_sfn_template(TST.BASE_DYNAMODB_SERVICE_TASK_STATE)
+        definition = json.dumps(template)
+        exec_input = json.dumps(
+            {
+                "TableName": "table_name",
+                "Item": {"data": {"S": "HelloWorld"}, "id": {"S": "id1"}},
+            }
+        )
+
+        mock = {"result": json.dumps(result)}
+
+        sfn_role_arn = create_state_machine_iam_role(aws_client)
+
+        with pytest.raises(aws_client.stepfunctions.exceptions.ValidationException) as e:
+            aws_client_no_sync_prefix.stepfunctions.test_state(
+                definition=definition,
+                roleArn=sfn_role_arn,
+                input=exec_input,
+                inspectionLevel=InspectionLevel.INFO,
+                mock=mock,
+            )
+        sfn_snapshot.match("validation-exception", e.value.response)
+
+    AWS_SDK_S3_VALIDATION_ERRORS = [
+        pytest.param(
+            {"ContentLength": "9000"},
+            id="wrong_long_type_string",
+        ),
+        pytest.param(
+            {"StorageClass": "Papyrus"},
+            id="non_existent_enum_value",
+        ),
+    ]
+
+    @markers.aws.validated
+    @pytest.mark.parametrize("result", AWS_SDK_S3_VALIDATION_ERRORS)
+    def test_strict_mode_aws_sdk_s3_task(
+        self,
+        aws_client,
+        aws_client_no_sync_prefix,
+        create_state_machine_iam_role,
+        account_id,
+        region_name,
+        sfn_snapshot,
+        result,
+    ):
+        template = TST.load_sfn_template(TST.BASE_AWS_SDK_S3_GET_OBJECT_TASK_STATE)
+        definition = json.dumps(template)
+        exec_input = json.dumps({"Bucket": "bucket_name", "Key": "file_key"})
+
+        mock = {"result": json.dumps(result)}
+
+        sfn_role_arn = create_state_machine_iam_role(aws_client)
+
+        with pytest.raises(aws_client.stepfunctions.exceptions.ValidationException) as e:
+            aws_client_no_sync_prefix.stepfunctions.test_state(
+                definition=definition,
+                roleArn=sfn_role_arn,
+                input=exec_input,
+                inspectionLevel=InspectionLevel.INFO,
+                mock=mock,
+            )
+        sfn_snapshot.match("validation-exception", e.value.response)
+
+    AWS_SDK_KMS_VALIDATION_ERRORS = [
+        pytest.param(
+            {"CiphertextBlob": 123},
+            id="wrong_blob_type_number",
+        ),
+        pytest.param(
+            {"CiphertextBlob": ""},
+            id="wrong_blob_length_less_than_minimum",
+            marks=pytest.mark.skipif(
+                condition=not is_aws_cloud(),
+                reason="string value length validation is not implemented yet",
+            ),  # TODO implement value length validation
+        ),
+    ]
+
+    @markers.aws.validated
+    @pytest.mark.parametrize("result", AWS_SDK_KMS_VALIDATION_ERRORS)
+    def test_strict_mode_aws_sdk_kms_task(
+        self,
+        aws_client,
+        aws_client_no_sync_prefix,
+        create_state_machine_iam_role,
+        account_id,
+        region_name,
+        sfn_snapshot,
+        result,
+    ):
+        template = TST.load_sfn_template(TST.BASE_AWS_SDK_KMS_ENCRYPT_TASK_STATE)
+        definition = json.dumps(template)
+        exec_input = json.dumps({"KeyId": "key_id", "Plaintext": "plain_text"})
+
+        mock = {"result": json.dumps(result)}
+
+        sfn_role_arn = create_state_machine_iam_role(aws_client)
+
+        with pytest.raises(aws_client.stepfunctions.exceptions.ValidationException) as e:
+            aws_client_no_sync_prefix.stepfunctions.test_state(
+                definition=definition,
+                roleArn=sfn_role_arn,
+                input=exec_input,
+                inspectionLevel=InspectionLevel.INFO,
+                mock=mock,
+            )
+        sfn_snapshot.match("validation-exception", e.value.response)
+
+    AWS_SDK_LAMBDA_GET_FUNCTION_VALIDATION_ERRORS = [
+        pytest.param(
+            {"Configuration": {"MemorySize": 127}},
+            id="integer_less_than_minimum_allowed",
+        ),
+        pytest.param(
+            {"Configuration": {"MemorySize": 10241}},
+            id="integer_more_than_maximum_allowed",
+        ),
+    ]
+
+    @pytest.mark.skipif(
+        condition=not is_aws_cloud(), reason="number value range validation is not implemented yet"
+    )  # TODO implement number value range validation
+    @markers.aws.validated
+    @pytest.mark.parametrize("result", AWS_SDK_LAMBDA_GET_FUNCTION_VALIDATION_ERRORS)
+    def test_strict_mode_aws_sdk_lambda_get_function_task(
+        self,
+        aws_client,
+        aws_client_no_sync_prefix,
+        create_state_machine_iam_role,
+        account_id,
+        region_name,
+        sfn_snapshot,
+        result,
+    ):
+        template = TST.load_sfn_template(TST.BASE_AWS_SDK_LAMBDA_GET_FUNCTION)
+        definition = json.dumps(template)
+        exec_input = json.dumps({"FunctionName": "function_name"})
+
+        mock = {"result": json.dumps(result)}
+
+        sfn_role_arn = create_state_machine_iam_role(aws_client)
+
+        with pytest.raises(aws_client.stepfunctions.exceptions.ValidationException) as e:
+            aws_client_no_sync_prefix.stepfunctions.test_state(
+                definition=definition,
+                roleArn=sfn_role_arn,
+                input=exec_input,
+                inspectionLevel=InspectionLevel.INFO,
+                mock=mock,
+            )
+        sfn_snapshot.match("validation-exception", e.value.response)
diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.snapshot.json b/tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.snapshot.json
new file mode 100644
index 0000000000000..b835755419931
--- /dev/null
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.snapshot.json
@@ -0,0 +1,270 @@
+{
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py::TestFieldValidationMode::test_strict_mode_mock_result_field_not_in_api_spec[field_not_part_of_api_spec]": {
+    "recorded-date": "26-11-2025, 00:19:16",
+    "recorded-content": {
+      "test_case_response": {
+        "output": {
+          "random": "json"
+        },
+        "status": "SUCCEEDED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py::TestFieldValidationMode::test_strict_mode_mock_result_field_not_in_api_spec[empty_json]": {
+    "recorded-date": "26-11-2025, 00:19:30",
+    "recorded-content": {
+      "test_case_response": {
+        "output": {},
+        "status": "SUCCEEDED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py::TestFieldValidationMode::test_strict_mode_eventbridge_task[wrong_type_top_level_field]": {
+    "recorded-date": "26-11-2025, 00:19:44",
+    "recorded-content": {
+      "validation-exception": {
+        "Error": {
+          "Code": "ValidationException",
+          "Message": "Mock result schema validation error: Field 'Entries' must be an array"
+        },
+        "message": "Mock result schema validation error: Field 'Entries' must be an array",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py::TestFieldValidationMode::test_strict_mode_eventbridge_task[wrong_type_nested_field]": {
+    "recorded-date": "26-11-2025, 00:19:58",
+    "recorded-content": {
+      "validation-exception": {
+        "Error": {
+          "Code": "ValidationException",
+          "Message": "Mock result schema validation error: Field 'EventId' must be a string"
+        },
+        "message": "Mock result schema validation error: Field 'EventId' must be a string",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py::TestFieldValidationMode::test_strict_mode_eventbridge_task[wrong_type_2nd_array_element]": {
+    "recorded-date": "26-11-2025, 00:20:12",
+    "recorded-content": {
+      "validation-exception": {
+        "Error": {
+          "Code": "ValidationException",
+          "Message": "Mock result schema validation error: Field 'EventId' must be a string"
+        },
+        "message": "Mock result schema validation error: Field 'EventId' must be a string",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py::TestFieldValidationMode::test_strict_mode_sfn_task[missing_required_fields]": {
+    "recorded-date": "26-11-2025, 00:20:26",
+    "recorded-content": {
+      "validation-exception": {
+        "Error": {
+          "Code": "ValidationException",
+          "Message": "Mock result schema validation error: Required field 'ExecutionArn' is missing"
+        },
+        "message": "Mock result schema validation error: Required field 'ExecutionArn' is missing",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py::TestFieldValidationMode::test_strict_mode_sfn_task[field_name_not_in_sfn_case]": {
+    "recorded-date": "26-11-2025, 00:20:40",
+    "recorded-content": {
+      "validation-exception": {
+        "Error": {
+          "Code": "ValidationException",
+          "Message": "Mock result schema validation error: Required field 'ExecutionArn' is missing"
+        },
+        "message": "Mock result schema validation error: Required field 'ExecutionArn' is missing",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py::TestFieldValidationMode::test_strict_mode_sfn_task[wrong_timestamp_type_bool]": {
+    "recorded-date": "26-11-2025, 00:20:54",
+    "recorded-content": {
+      "validation-exception": {
+        "Error": {
+          "Code": "ValidationException",
+          "Message": "Mock result schema validation error: Field 'StartDate' must be a string"
+        },
+        "message": "Mock result schema validation error: Field 'StartDate' must be a string",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py::TestFieldValidationMode::test_strict_mode_sfn_task[wrong_timestamp_type_number]": {
+    "recorded-date": "26-11-2025, 00:21:08",
+    "recorded-content": {
+      "validation-exception": {
+        "Error": {
+          "Code": "ValidationException",
+          "Message": "Mock result schema validation error: Field 'StartDate' must be a string"
+        },
+        "message": "Mock result schema validation error: Field 'StartDate' must be a string",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py::TestFieldValidationMode::test_strict_mode_lambda_task[wrong_integer_type_string]": {
+    "recorded-date": "26-11-2025, 00:21:22",
+    "recorded-content": {
+      "validation-exception": {
+        "Error": {
+          "Code": "ValidationException",
+          "Message": "Mock result schema validation error: Field 'StatusCode' must be a number"
+        },
+        "message": "Mock result schema validation error: Field 'StatusCode' must be a number",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py::TestFieldValidationMode::test_strict_mode_dynamodb_task[wrong_float_type_string]": {
+    "recorded-date": "26-11-2025, 00:21:36",
+    "recorded-content": {
+      "validation-exception": {
+        "Error": {
+          "Code": "ValidationException",
+          "Message": "Mock result schema validation error: Field 'CapacityUnits' must be a number"
+        },
+        "message": "Mock result schema validation error: Field 'CapacityUnits' must be a number",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py::TestFieldValidationMode::test_strict_mode_aws_sdk_s3_task[wrong_long_type_string]": {
+    "recorded-date": "26-11-2025, 00:21:50",
+    "recorded-content": {
+      "validation-exception": {
+        "Error": {
+          "Code": "ValidationException",
+          "Message": "Mock result schema validation error: Field 'ContentLength' must be a number"
+        },
+        "message": "Mock result schema validation error: Field 'ContentLength' must be a number",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py::TestFieldValidationMode::test_strict_mode_aws_sdk_s3_task[non_existent_enum_value]": {
+    "recorded-date": "26-11-2025, 00:22:03",
+    "recorded-content": {
+      "validation-exception": {
+        "Error": {
+          "Code": "ValidationException",
+          "Message": "Mock result schema validation error: Field 'StorageClass' is not an expected value"
+        },
+        "message": "Mock result schema validation error: Field 'StorageClass' is not an expected value",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py::TestFieldValidationMode::test_strict_mode_aws_sdk_kms_task[wrong_blob_type_number]": {
+    "recorded-date": "26-11-2025, 00:22:17",
+    "recorded-content": {
+      "validation-exception": {
+        "Error": {
+          "Code": "ValidationException",
+          "Message": "Mock result schema validation error: Field 'CiphertextBlob' must be a string"
+        },
+        "message": "Mock result schema validation error: Field 'CiphertextBlob' must be a string",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py::TestFieldValidationMode::test_strict_mode_aws_sdk_kms_task[wrong_blob_length_less_than_minimum]": {
+    "recorded-date": "26-11-2025, 00:22:31",
+    "recorded-content": {
+      "validation-exception": {
+        "Error": {
+          "Code": "ValidationException",
+          "Message": "Mock result schema validation error: Field 'CiphertextBlob' is smaller than the minimum length"
+        },
+        "message": "Mock result schema validation error: Field 'CiphertextBlob' is smaller than the minimum length",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py::TestFieldValidationMode::test_strict_mode_aws_sdk_lambda_get_function_task[integer_less_than_minimum_allowed]": {
+    "recorded-date": "26-11-2025, 00:22:45",
+    "recorded-content": {
+      "validation-exception": {
+        "Error": {
+          "Code": "ValidationException",
+          "Message": "Mock result schema validation error: Field 'MemorySize' is less than the minimum value"
+        },
+        "message": "Mock result schema validation error: Field 'MemorySize' is less than the minimum value",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py::TestFieldValidationMode::test_strict_mode_aws_sdk_lambda_get_function_task[integer_more_than_maximum_allowed]": {
+    "recorded-date": "26-11-2025, 00:22:58",
+    "recorded-content": {
+      "validation-exception": {
+        "Error": {
+          "Code": "ValidationException",
+          "Message": "Mock result schema validation error: Field 'MemorySize' exceeds the maximum value"
+        },
+        "message": "Mock result schema validation error: Field 'MemorySize' exceeds the maximum value",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  }
+}
diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.validation.json b/tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.validation.json
new file mode 100644
index 0000000000000..b1553fdb56fff
--- /dev/null
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.validation.json
@@ -0,0 +1,155 @@
+{
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py::TestFieldValidationMode::test_strict_mode_aws_sdk_kms_task[wrong_blob_length_less_than_minimum]": {
+    "last_validated_date": "2025-11-26T00:22:32+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.84,
+      "teardown": 0.94,
+      "total": 13.78
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py::TestFieldValidationMode::test_strict_mode_aws_sdk_kms_task[wrong_blob_type_number]": {
+    "last_validated_date": "2025-11-26T00:22:18+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.82,
+      "teardown": 0.93,
+      "total": 13.75
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py::TestFieldValidationMode::test_strict_mode_aws_sdk_lambda_get_function_task[integer_less_than_minimum_allowed]": {
+    "last_validated_date": "2025-11-26T00:22:46+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.76,
+      "teardown": 0.95,
+      "total": 13.71
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py::TestFieldValidationMode::test_strict_mode_aws_sdk_lambda_get_function_task[integer_more_than_maximum_allowed]": {
+    "last_validated_date": "2025-11-26T00:22:59+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.08,
+      "teardown": 1.37,
+      "total": 13.45
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py::TestFieldValidationMode::test_strict_mode_aws_sdk_s3_task[non_existent_enum_value]": {
+    "last_validated_date": "2025-11-26T00:22:04+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.77,
+      "teardown": 0.92,
+      "total": 13.69
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py::TestFieldValidationMode::test_strict_mode_aws_sdk_s3_task[wrong_long_type_string]": {
+    "last_validated_date": "2025-11-26T00:21:51+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.93,
+      "teardown": 0.94,
+      "total": 13.87
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py::TestFieldValidationMode::test_strict_mode_dynamodb_task[wrong_float_type_string]": {
+    "last_validated_date": "2025-11-26T00:21:37+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.75,
+      "teardown": 0.9,
+      "total": 13.65
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py::TestFieldValidationMode::test_strict_mode_eventbridge_task[wrong_type_2nd_array_element]": {
+    "last_validated_date": "2025-11-26T00:20:13+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.78,
+      "teardown": 1.08,
+      "total": 13.86
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py::TestFieldValidationMode::test_strict_mode_eventbridge_task[wrong_type_nested_field]": {
+    "last_validated_date": "2025-11-26T00:19:59+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 13.06,
+      "teardown": 0.94,
+      "total": 14.0
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py::TestFieldValidationMode::test_strict_mode_eventbridge_task[wrong_type_top_level_field]": {
+    "last_validated_date": "2025-11-26T00:19:45+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.85,
+      "teardown": 1.13,
+      "total": 13.98
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py::TestFieldValidationMode::test_strict_mode_lambda_task[wrong_integer_type_string]": {
+    "last_validated_date": "2025-11-26T00:21:23+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.85,
+      "teardown": 0.92,
+      "total": 13.77
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py::TestFieldValidationMode::test_strict_mode_mock_result_field_not_in_api_spec[empty_json]": {
+    "last_validated_date": "2025-11-26T00:19:31+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.83,
+      "teardown": 0.94,
+      "total": 13.77
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py::TestFieldValidationMode::test_strict_mode_mock_result_field_not_in_api_spec[field_not_part_of_api_spec]": {
+    "last_validated_date": "2025-11-26T00:19:17+00:00",
+    "durations_in_seconds": {
+      "setup": 0.51,
+      "call": 14.06,
+      "teardown": 0.97,
+      "total": 15.54
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py::TestFieldValidationMode::test_strict_mode_sfn_task[field_name_not_in_sfn_case]": {
+    "last_validated_date": "2025-11-26T00:20:41+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 13.06,
+      "teardown": 1.08,
+      "total": 14.14
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py::TestFieldValidationMode::test_strict_mode_sfn_task[missing_required_fields]": {
+    "last_validated_date": "2025-11-26T00:20:27+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.97,
+      "teardown": 1.06,
+      "total": 14.03
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py::TestFieldValidationMode::test_strict_mode_sfn_task[wrong_timestamp_type_bool]": {
+    "last_validated_date": "2025-11-26T00:20:55+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.97,
+      "teardown": 1.12,
+      "total": 14.09
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py::TestFieldValidationMode::test_strict_mode_sfn_task[wrong_timestamp_type_number]": {
+    "last_validated_date": "2025-11-26T00:21:09+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.9,
+      "teardown": 1.14,
+      "total": 14.04
+    }
+  }
+}
diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_none.py b/tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_none.py
new file mode 100644
index 0000000000000..fe90e611be033
--- /dev/null
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_none.py
@@ -0,0 +1,65 @@
+import json
+
+import pytest
+
+from localstack.aws.api.stepfunctions import InspectionLevel
+from localstack.testing.pytest import markers
+from localstack.utils.aws import arns
+from tests.aws.services.stepfunctions.templates.test_state.test_state_templates import (
+    TestStateTemplate as TST,
+)
+
+
+class TestFieldValidationModeNone:
+    SFN_VALIDATION_ERRORS = [
+        pytest.param(
+            {},
+            id="missing_required_fields",
+        ),
+        pytest.param(
+            {"ExecutionArn": "stringValueExecutionArn", "StartDate": True},
+            id="wrong_timestamp_type_bool",
+        ),
+    ]
+
+    @markers.aws.validated
+    @pytest.mark.parametrize("result", SFN_VALIDATION_ERRORS)
+    def test_none_mode_sfn_task(
+        self,
+        aws_client,
+        aws_client_no_sync_prefix,
+        create_state_machine_iam_role,
+        account_id,
+        region_name,
+        sfn_snapshot,
+        result,
+    ):
+        template = TST.load_sfn_template(TST.BASE_SFN_START_EXECUTION_TASK_STATE)
+        definition = json.dumps(template)
+
+        target_state_machine_arn = arns.stepfunctions_state_machine_arn(
+            name="TargetStateMachine", account_id=account_id, region_name=region_name
+        )
+
+        target_execution_name = "TestStartTarget"
+
+        exec_input = json.dumps(
+            {
+                "stateMachineArn": target_state_machine_arn,
+                "targetInput": None,
+                "name": target_execution_name,
+            }
+        )
+
+        mock = {"result": json.dumps(result), "fieldValidationMode": "NONE"}
+
+        sfn_role_arn = create_state_machine_iam_role(aws_client)
+
+        test_state_response = aws_client_no_sync_prefix.stepfunctions.test_state(
+            definition=definition,
+            roleArn=sfn_role_arn,
+            input=exec_input,
+            inspectionLevel=InspectionLevel.INFO,
+            mock=mock,
+        )
+        sfn_snapshot.match("test_state_response", test_state_response)
diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_none.snapshot.json b/tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_none.snapshot.json
new file mode 100644
index 0000000000000..dc468157ea44d
--- /dev/null
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_none.snapshot.json
@@ -0,0 +1,35 @@
+{
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_none.py::TestFieldValidationModeNone::test_none_mode_sfn_task[missing_required_fields]": {
+    "recorded-date": "26-11-2025, 15:56:57",
+    "recorded-content": {
+      "test_state_response": {
+        "output": {
+          "targetExecutionResult": {}
+        },
+        "status": "SUCCEEDED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_none.py::TestFieldValidationModeNone::test_none_mode_sfn_task[wrong_timestamp_type_bool]": {
+    "recorded-date": "26-11-2025, 15:57:11",
+    "recorded-content": {
+      "test_state_response": {
+        "output": {
+          "targetExecutionResult": {
+            "ExecutionArn": "stringValueExecutionArn",
+            "StartDate": true
+          }
+        },
+        "status": "SUCCEEDED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  }
+}
diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_none.validation.json b/tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_none.validation.json
new file mode 100644
index 0000000000000..af4c712d9d0d5
--- /dev/null
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_none.validation.json
@@ -0,0 +1,20 @@
+{
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_none.py::TestFieldValidationModeNone::test_none_mode_sfn_task[missing_required_fields]": {
+    "last_validated_date": "2025-11-26T15:56:58+00:00",
+    "durations_in_seconds": {
+      "setup": 0.52,
+      "call": 14.15,
+      "teardown": 1.05,
+      "total": 15.72
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_none.py::TestFieldValidationModeNone::test_none_mode_sfn_task[wrong_timestamp_type_bool]": {
+    "last_validated_date": "2025-11-26T15:57:12+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.91,
+      "teardown": 0.98,
+      "total": 13.89
+    }
+  }
+}
diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py b/tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py
new file mode 100644
index 0000000000000..d385ea3c2fa0e
--- /dev/null
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py
@@ -0,0 +1,446 @@
+import json
+
+import pytest
+
+from localstack.aws.api.stepfunctions import InspectionLevel
+from localstack.testing.aws.util import is_aws_cloud
+from localstack.testing.pytest import markers
+from localstack.utils.aws import arns
+from tests.aws.services.stepfunctions.templates.test_state.test_state_templates import (
+    TestStateTemplate as TST,
+)
+
+
+class TestFieldValidationModePresent:
+    EVENTBRIDGE_VALIDATION_PASS_FIELDS_NOT_IN_SPEC = [
+        pytest.param({"random": "json"}, id="field_not_part_of_api_spec"),
+        pytest.param({}, id="empty_json"),
+    ]
+
+    @markers.aws.validated
+    @pytest.mark.parametrize("result", EVENTBRIDGE_VALIDATION_PASS_FIELDS_NOT_IN_SPEC)
+    def test_present_mode_mock_result_field_not_in_api_spec(
+        self,
+        aws_client,
+        aws_client_no_sync_prefix,
+        create_state_machine_iam_role,
+        sfn_snapshot,
+        result,
+    ):
+        """
+        Only fields from the API spec are validated
+        """
+        template = TST.load_sfn_template(TST.BASE_EVENTS_PUT_EVENTS_TASK_STATE)
+        definition = json.dumps(template)
+
+        entries = [
+            {
+                "Detail": "detail",
+                "DetailType": "detail_type",
+                "Source": "source",
+            },
+        ]
+        exec_input = json.dumps({"Entries": entries})
+
+        mock = {"result": json.dumps(result), "fieldValidationMode": "PRESENT"}
+
+        sfn_role_arn = create_state_machine_iam_role(aws_client)
+
+        test_case_response = aws_client_no_sync_prefix.stepfunctions.test_state(
+            definition=definition,
+            roleArn=sfn_role_arn,
+            input=exec_input,
+            inspectionLevel=InspectionLevel.INFO,
+            mock=mock,
+        )
+        sfn_snapshot.match("test_case_response", test_case_response)
+
+    EVENTBRIDGE_VAlIDATION_ERRORS = [
+        pytest.param(
+            {"Entries": "Entries value should have been a list of entry objects"},
+            id="wrong_type_top_level_field",
+        ),
+        pytest.param(
+            {
+                "Entries": [
+                    {"EventId": ["EventId value should have been a string not a list of strings"]}
+                ]
+            },
+            id="wrong_type_nested_field",
+        ),
+        pytest.param(
+            {
+                "Entries": [
+                    {"EventId": "First eventId has correct type: string"},
+                    {"EventId": ["Second eventId has incorrect type: array"]},
+                ]
+            },
+            id="wrong_type_2nd_array_element",
+        ),
+    ]
+
+    @markers.aws.validated
+    @pytest.mark.parametrize("result", EVENTBRIDGE_VAlIDATION_ERRORS)
+    def test_present_mode_eventbridge_task(
+        self,
+        aws_client,
+        aws_client_no_sync_prefix,
+        create_state_machine_iam_role,
+        sfn_snapshot,
+        result,
+    ):
+        template = TST.load_sfn_template(TST.BASE_EVENTS_PUT_EVENTS_TASK_STATE)
+        definition = json.dumps(template)
+
+        entries = [
+            {
+                "Detail": "detail",
+                "DetailType": "detail_type",
+                "Source": "source",
+            },
+        ]
+        exec_input = json.dumps({"Entries": entries})
+
+        mock = {"result": json.dumps(result), "fieldValidationMode": "PRESENT"}
+
+        sfn_role_arn = create_state_machine_iam_role(aws_client)
+
+        with pytest.raises(aws_client.stepfunctions.exceptions.ValidationException) as e:
+            aws_client_no_sync_prefix.stepfunctions.test_state(
+                definition=definition,
+                roleArn=sfn_role_arn,
+                input=exec_input,
+                inspectionLevel=InspectionLevel.INFO,
+                mock=mock,
+            )
+        sfn_snapshot.match("validation-exception", e.value.response)
+
+    SFN_MALFORMED_RESULTS_ALLOWED_IN_PRESENT_MODE = [
+        pytest.param(
+            {},
+            id="missing_required_fields",  # not validated in PRESENT mode
+        ),
+        pytest.param(
+            {"executionArn": "stringValueExecutionArn", "startDate": "stringValueStartDate"},
+            id="field_name_not_in_sfn_case",  # should be treated as unknown field
+            marks=pytest.mark.skipif(
+                condition=not is_aws_cloud(),
+                reason="in LocalStack mock field names are normalized whereas in AWS they are not",
+                # TODO analyse if this normalization can be reasonable fixed - mock is only applied to StateTaskService._eval_service_task, all before_ and after_ methods are still executed, maybe it is not needed
+            ),
+        ),
+    ]
+
+    @markers.aws.validated
+    @pytest.mark.parametrize("result", SFN_MALFORMED_RESULTS_ALLOWED_IN_PRESENT_MODE)
+    def test_present_mode_sfn_task_validation_pass(
+        self,
+        aws_client,
+        aws_client_no_sync_prefix,
+        create_state_machine_iam_role,
+        account_id,
+        region_name,
+        sfn_snapshot,
+        result,
+    ):
+        """
+        This test is not throwing validation error but rather checks that the edge case where validation passes in PRESENT mode.
+        """
+        template = TST.load_sfn_template(TST.BASE_SFN_START_EXECUTION_TASK_STATE)
+        definition = json.dumps(template)
+
+        target_state_machine_arn = arns.stepfunctions_state_machine_arn(
+            name="TargetStateMachine", account_id=account_id, region_name=region_name
+        )
+
+        target_execution_name = "TestStartTarget"
+
+        exec_input = json.dumps(
+            {
+                "stateMachineArn": target_state_machine_arn,
+                "targetInput": None,
+                "name": target_execution_name,
+            }
+        )
+
+        mock = {"result": json.dumps(result), "fieldValidationMode": "PRESENT"}
+
+        sfn_role_arn = create_state_machine_iam_role(aws_client)
+
+        test_state_response = aws_client_no_sync_prefix.stepfunctions.test_state(
+            definition=definition,
+            roleArn=sfn_role_arn,
+            input=exec_input,
+            inspectionLevel=InspectionLevel.INFO,
+            mock=mock,
+        )
+        sfn_snapshot.match("test_state_response", test_state_response)
+
+    SFN_MALFORMED_RESULTS_NOT_ALLOWED_IN_PRESENT_MODE = [
+        pytest.param(
+            {
+                "StartDate": True
+            },  # ExecutionArn required field is not present but that won't be an error in PRESENT mode, the format of the present field will be though
+            id="wrong_timestamp_type_bool",
+        ),
+        pytest.param(
+            {
+                "ExecutionArn": 1764103483
+            },  # StartDate required field is not present but that won't be an error in PRESENT mode, the format of the present field will be though
+            id="wrong_string_type_number",
+        ),
+    ]
+
+    @markers.aws.validated
+    @pytest.mark.parametrize("result", SFN_MALFORMED_RESULTS_NOT_ALLOWED_IN_PRESENT_MODE)
+    def test_present_mode_sfn_task_validation_fail(
+        self,
+        aws_client,
+        aws_client_no_sync_prefix,
+        create_state_machine_iam_role,
+        account_id,
+        region_name,
+        sfn_snapshot,
+        result,
+    ):
+        template = TST.load_sfn_template(TST.BASE_SFN_START_EXECUTION_TASK_STATE)
+        definition = json.dumps(template)
+
+        target_state_machine_arn = arns.stepfunctions_state_machine_arn(
+            name="TargetStateMachine", account_id=account_id, region_name=region_name
+        )
+
+        target_execution_name = "TestStartTarget"
+
+        exec_input = json.dumps(
+            {
+                "stateMachineArn": target_state_machine_arn,
+                "targetInput": None,
+                "name": target_execution_name,
+            }
+        )
+
+        mock = {"result": json.dumps(result), "fieldValidationMode": "PRESENT"}
+
+        sfn_role_arn = create_state_machine_iam_role(aws_client)
+
+        with pytest.raises(aws_client.stepfunctions.exceptions.ValidationException) as e:
+            aws_client_no_sync_prefix.stepfunctions.test_state(
+                definition=definition,
+                roleArn=sfn_role_arn,
+                input=exec_input,
+                inspectionLevel=InspectionLevel.INFO,
+                mock=mock,
+            )
+        sfn_snapshot.match("validation-exception", e.value.response)
+
+    LAMBDA_VALIDATION_ERRORS = [
+        pytest.param(
+            {
+                "StatusCode": "200"
+            },  # StatusCode is not a required field but is validated because it is present
+            id="wrong_integer_type_string",
+        ),
+    ]
+
+    @markers.aws.validated
+    @pytest.mark.parametrize("result", LAMBDA_VALIDATION_ERRORS)
+    def test_present_mode_lambda_task(
+        self,
+        aws_client,
+        aws_client_no_sync_prefix,
+        create_state_machine_iam_role,
+        account_id,
+        region_name,
+        sfn_snapshot,
+        result,
+    ):
+        template = TST.load_sfn_template(TST.BASE_LAMBDA_SERVICE_TASK_STATE)
+        definition = json.dumps(template)
+        exec_input = json.dumps({"FunctionName": "function_name", "Payload": None})
+
+        mock = {"result": json.dumps(result), "fieldValidationMode": "PRESENT"}
+
+        sfn_role_arn = create_state_machine_iam_role(aws_client)
+
+        with pytest.raises(aws_client.stepfunctions.exceptions.ValidationException) as e:
+            aws_client_no_sync_prefix.stepfunctions.test_state(
+                definition=definition,
+                roleArn=sfn_role_arn,
+                input=exec_input,
+                inspectionLevel=InspectionLevel.INFO,
+                mock=mock,
+            )
+        sfn_snapshot.match("validation-exception", e.value.response)
+
+    DYNAMODB_VALIDATION_ERRORS = [
+        pytest.param(
+            {"ConsumedCapacity": {"CapacityUnits": "123.45"}},
+            id="wrong_float_type_string",
+        ),
+    ]
+
+    @markers.aws.validated
+    @pytest.mark.parametrize("result", DYNAMODB_VALIDATION_ERRORS)
+    def test_present_mode_dynamodb_task(
+        self,
+        aws_client,
+        aws_client_no_sync_prefix,
+        create_state_machine_iam_role,
+        account_id,
+        region_name,
+        sfn_snapshot,
+        result,
+    ):
+        template = TST.load_sfn_template(TST.BASE_DYNAMODB_SERVICE_TASK_STATE)
+        definition = json.dumps(template)
+        exec_input = json.dumps(
+            {
+                "TableName": "table_name",
+                "Item": {"data": {"S": "HelloWorld"}, "id": {"S": "id1"}},
+            }
+        )
+
+        mock = {"result": json.dumps(result), "fieldValidationMode": "PRESENT"}
+
+        sfn_role_arn = create_state_machine_iam_role(aws_client)
+
+        with pytest.raises(aws_client.stepfunctions.exceptions.ValidationException) as e:
+            aws_client_no_sync_prefix.stepfunctions.test_state(
+                definition=definition,
+                roleArn=sfn_role_arn,
+                input=exec_input,
+                inspectionLevel=InspectionLevel.INFO,
+                mock=mock,
+            )
+        sfn_snapshot.match("validation-exception", e.value.response)
+
+    AWS_SDK_S3_VALIDATION_ERRORS = [
+        pytest.param(
+            {"ContentLength": "9000"},
+            id="wrong_long_type_string",
+        ),
+        pytest.param(
+            {"StorageClass": "Papyrus"},
+            id="non_existent_enum_value",
+        ),
+    ]
+
+    @markers.aws.validated
+    @pytest.mark.parametrize("result", AWS_SDK_S3_VALIDATION_ERRORS)
+    def test_present_mode_aws_sdk_s3_task(
+        self,
+        aws_client,
+        aws_client_no_sync_prefix,
+        create_state_machine_iam_role,
+        account_id,
+        region_name,
+        sfn_snapshot,
+        result,
+    ):
+        template = TST.load_sfn_template(TST.BASE_AWS_SDK_S3_GET_OBJECT_TASK_STATE)
+        definition = json.dumps(template)
+        exec_input = json.dumps({"Bucket": "bucket_name", "Key": "file_key"})
+
+        mock = {"result": json.dumps(result), "fieldValidationMode": "PRESENT"}
+
+        sfn_role_arn = create_state_machine_iam_role(aws_client)
+
+        with pytest.raises(aws_client.stepfunctions.exceptions.ValidationException) as e:
+            aws_client_no_sync_prefix.stepfunctions.test_state(
+                definition=definition,
+                roleArn=sfn_role_arn,
+                input=exec_input,
+                inspectionLevel=InspectionLevel.INFO,
+                mock=mock,
+            )
+        sfn_snapshot.match("validation-exception", e.value.response)
+
+    AWS_SDK_KMS_VALIDATION_ERRORS = [
+        pytest.param(
+            {"CiphertextBlob": 123},
+            id="wrong_blob_type_number",
+        ),
+        pytest.param(
+            {"CiphertextBlob": ""},
+            id="wrong_blob_length_less_than_minimum",
+            marks=pytest.mark.skipif(
+                condition=not is_aws_cloud(),
+                reason="string value length validation is not implemented yet",
+            ),
+        ),
+    ]
+
+    @markers.aws.validated
+    @pytest.mark.parametrize("result", AWS_SDK_KMS_VALIDATION_ERRORS)
+    def test_present_mode_aws_sdk_kms_task(
+        self,
+        aws_client,
+        aws_client_no_sync_prefix,
+        create_state_machine_iam_role,
+        account_id,
+        region_name,
+        sfn_snapshot,
+        result,
+    ):
+        template = TST.load_sfn_template(TST.BASE_AWS_SDK_KMS_ENCRYPT_TASK_STATE)
+        definition = json.dumps(template)
+        exec_input = json.dumps({"KeyId": "key_id", "Plaintext": "plain_text"})
+
+        mock = {"result": json.dumps(result), "fieldValidationMode": "PRESENT"}
+
+        sfn_role_arn = create_state_machine_iam_role(aws_client)
+
+        with pytest.raises(aws_client.stepfunctions.exceptions.ValidationException) as e:
+            aws_client_no_sync_prefix.stepfunctions.test_state(
+                definition=definition,
+                roleArn=sfn_role_arn,
+                input=exec_input,
+                inspectionLevel=InspectionLevel.INFO,
+                mock=mock,
+            )
+        sfn_snapshot.match("validation-exception", e.value.response)
+
+    AWS_SDK_LAMBDA_GET_FUNCTION_VALIDATION_ERRORS = [
+        pytest.param(
+            {"Configuration": {"MemorySize": 127}},
+            id="integer_less_than_minimum_allowed",
+        ),
+        pytest.param(
+            {"Configuration": {"MemorySize": 10241}},
+            id="integer_more_than_maximum_allowed",
+        ),
+    ]
+
+    @pytest.mark.skipif(
+        condition=not is_aws_cloud(), reason="number value range validation is not implemented yet"
+    )  # TODO implement number value range validation
+    @markers.aws.validated
+    @pytest.mark.parametrize("result", AWS_SDK_LAMBDA_GET_FUNCTION_VALIDATION_ERRORS)
+    def test_present_mode_aws_sdk_lambda_get_function_task(
+        self,
+        aws_client,
+        aws_client_no_sync_prefix,
+        create_state_machine_iam_role,
+        account_id,
+        region_name,
+        sfn_snapshot,
+        result,
+    ):
+        template = TST.load_sfn_template(TST.BASE_AWS_SDK_LAMBDA_GET_FUNCTION)
+        definition = json.dumps(template)
+        exec_input = json.dumps({"FunctionName": "function_name"})
+
+        mock = {"result": json.dumps(result), "fieldValidationMode": "PRESENT"}
+
+        sfn_role_arn = create_state_machine_iam_role(aws_client)
+
+        with pytest.raises(aws_client.stepfunctions.exceptions.ValidationException) as e:
+            aws_client_no_sync_prefix.stepfunctions.test_state(
+                definition=definition,
+                roleArn=sfn_role_arn,
+                input=exec_input,
+                inspectionLevel=InspectionLevel.INFO,
+                mock=mock,
+            )
+        sfn_snapshot.match("validation-exception", e.value.response)
diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.snapshot.json b/tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.snapshot.json
new file mode 100644
index 0000000000000..2fcc9b5c21e6c
--- /dev/null
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.snapshot.json
@@ -0,0 +1,271 @@
+{
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py::TestFieldValidationModePresent::test_present_mode_mock_result_field_not_in_api_spec[field_not_part_of_api_spec]": {
+    "recorded-date": "26-11-2025, 12:10:32",
+    "recorded-content": {
+      "test_case_response": {
+        "output": {
+          "random": "json"
+        },
+        "status": "SUCCEEDED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py::TestFieldValidationModePresent::test_present_mode_mock_result_field_not_in_api_spec[empty_json]": {
+    "recorded-date": "26-11-2025, 12:10:46",
+    "recorded-content": {
+      "test_case_response": {
+        "output": {},
+        "status": "SUCCEEDED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py::TestFieldValidationModePresent::test_present_mode_eventbridge_task[wrong_type_top_level_field]": {
+    "recorded-date": "26-11-2025, 12:10:59",
+    "recorded-content": {
+      "validation-exception": {
+        "Error": {
+          "Code": "ValidationException",
+          "Message": "Mock result schema validation error: Field 'Entries' must be an array"
+        },
+        "message": "Mock result schema validation error: Field 'Entries' must be an array",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py::TestFieldValidationModePresent::test_present_mode_eventbridge_task[wrong_type_nested_field]": {
+    "recorded-date": "26-11-2025, 12:11:12",
+    "recorded-content": {
+      "validation-exception": {
+        "Error": {
+          "Code": "ValidationException",
+          "Message": "Mock result schema validation error: Field 'EventId' must be a string"
+        },
+        "message": "Mock result schema validation error: Field 'EventId' must be a string",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py::TestFieldValidationModePresent::test_present_mode_eventbridge_task[wrong_type_2nd_array_element]": {
+    "recorded-date": "26-11-2025, 12:11:26",
+    "recorded-content": {
+      "validation-exception": {
+        "Error": {
+          "Code": "ValidationException",
+          "Message": "Mock result schema validation error: Field 'EventId' must be a string"
+        },
+        "message": "Mock result schema validation error: Field 'EventId' must be a string",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py::TestFieldValidationModePresent::test_present_mode_sfn_task_validation_pass[missing_required_fields]": {
+    "recorded-date": "26-11-2025, 12:11:39",
+    "recorded-content": {
+      "test_state_response": {
+        "output": {
+          "targetExecutionResult": {}
+        },
+        "status": "SUCCEEDED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py::TestFieldValidationModePresent::test_present_mode_sfn_task_validation_pass[field_name_not_in_sfn_case]": {
+    "recorded-date": "26-11-2025, 12:11:53",
+    "recorded-content": {
+      "test_state_response": {
+        "output": {
+          "targetExecutionResult": {
+            "executionArn": "stringValueExecutionArn",
+            "startDate": "stringValueStartDate"
+          }
+        },
+        "status": "SUCCEEDED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py::TestFieldValidationModePresent::test_present_mode_sfn_task_validation_fail[wrong_timestamp_type_bool]": {
+    "recorded-date": "26-11-2025, 12:12:07",
+    "recorded-content": {
+      "validation-exception": {
+        "Error": {
+          "Code": "ValidationException",
+          "Message": "Mock result schema validation error: Field 'StartDate' must be a string"
+        },
+        "message": "Mock result schema validation error: Field 'StartDate' must be a string",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py::TestFieldValidationModePresent::test_present_mode_sfn_task_validation_fail[wrong_string_type_number]": {
+    "recorded-date": "26-11-2025, 12:12:21",
+    "recorded-content": {
+      "validation-exception": {
+        "Error": {
+          "Code": "ValidationException",
+          "Message": "Mock result schema validation error: Field 'ExecutionArn' must be a string"
+        },
+        "message": "Mock result schema validation error: Field 'ExecutionArn' must be a string",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py::TestFieldValidationModePresent::test_present_mode_lambda_task[wrong_integer_type_string]": {
+    "recorded-date": "26-11-2025, 12:12:34",
+    "recorded-content": {
+      "validation-exception": {
+        "Error": {
+          "Code": "ValidationException",
+          "Message": "Mock result schema validation error: Field 'StatusCode' must be a number"
+        },
+        "message": "Mock result schema validation error: Field 'StatusCode' must be a number",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py::TestFieldValidationModePresent::test_present_mode_dynamodb_task[wrong_float_type_string]": {
+    "recorded-date": "26-11-2025, 12:12:48",
+    "recorded-content": {
+      "validation-exception": {
+        "Error": {
+          "Code": "ValidationException",
+          "Message": "Mock result schema validation error: Field 'CapacityUnits' must be a number"
+        },
+        "message": "Mock result schema validation error: Field 'CapacityUnits' must be a number",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py::TestFieldValidationModePresent::test_present_mode_aws_sdk_s3_task[wrong_long_type_string]": {
+    "recorded-date": "26-11-2025, 12:13:02",
+    "recorded-content": {
+      "validation-exception": {
+        "Error": {
+          "Code": "ValidationException",
+          "Message": "Mock result schema validation error: Field 'ContentLength' must be a number"
+        },
+        "message": "Mock result schema validation error: Field 'ContentLength' must be a number",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py::TestFieldValidationModePresent::test_present_mode_aws_sdk_s3_task[non_existent_enum_value]": {
+    "recorded-date": "26-11-2025, 12:13:15",
+    "recorded-content": {
+      "validation-exception": {
+        "Error": {
+          "Code": "ValidationException",
+          "Message": "Mock result schema validation error: Field 'StorageClass' is not an expected value"
+        },
+        "message": "Mock result schema validation error: Field 'StorageClass' is not an expected value",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py::TestFieldValidationModePresent::test_present_mode_aws_sdk_kms_task[wrong_blob_type_number]": {
+    "recorded-date": "26-11-2025, 12:13:28",
+    "recorded-content": {
+      "validation-exception": {
+        "Error": {
+          "Code": "ValidationException",
+          "Message": "Mock result schema validation error: Field 'CiphertextBlob' must be a string"
+        },
+        "message": "Mock result schema validation error: Field 'CiphertextBlob' must be a string",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py::TestFieldValidationModePresent::test_present_mode_aws_sdk_kms_task[wrong_blob_length_less_than_minimum]": {
+    "recorded-date": "26-11-2025, 12:13:42",
+    "recorded-content": {
+      "validation-exception": {
+        "Error": {
+          "Code": "ValidationException",
+          "Message": "Mock result schema validation error: Field 'CiphertextBlob' is smaller than the minimum length"
+        },
+        "message": "Mock result schema validation error: Field 'CiphertextBlob' is smaller than the minimum length",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py::TestFieldValidationModePresent::test_present_mode_aws_sdk_lambda_get_function_task[integer_less_than_minimum_allowed]": {
+    "recorded-date": "26-11-2025, 12:13:55",
+    "recorded-content": {
+      "validation-exception": {
+        "Error": {
+          "Code": "ValidationException",
+          "Message": "Mock result schema validation error: Field 'MemorySize' is less than the minimum value"
+        },
+        "message": "Mock result schema validation error: Field 'MemorySize' is less than the minimum value",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py::TestFieldValidationModePresent::test_present_mode_aws_sdk_lambda_get_function_task[integer_more_than_maximum_allowed]": {
+    "recorded-date": "26-11-2025, 12:14:09",
+    "recorded-content": {
+      "validation-exception": {
+        "Error": {
+          "Code": "ValidationException",
+          "Message": "Mock result schema validation error: Field 'MemorySize' exceeds the maximum value"
+        },
+        "message": "Mock result schema validation error: Field 'MemorySize' exceeds the maximum value",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  }
+}
diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.validation.json b/tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.validation.json
new file mode 100644
index 0000000000000..e229d23f0deef
--- /dev/null
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.validation.json
@@ -0,0 +1,155 @@
+{
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py::TestFieldValidationModePresent::test_present_mode_aws_sdk_kms_task[wrong_blob_length_less_than_minimum]": {
+    "last_validated_date": "2025-11-26T12:13:43+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.07,
+      "teardown": 1.24,
+      "total": 13.31
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py::TestFieldValidationModePresent::test_present_mode_aws_sdk_kms_task[wrong_blob_type_number]": {
+    "last_validated_date": "2025-11-26T12:13:29+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.07,
+      "teardown": 1.0,
+      "total": 13.07
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py::TestFieldValidationModePresent::test_present_mode_aws_sdk_lambda_get_function_task[integer_less_than_minimum_allowed]": {
+    "last_validated_date": "2025-11-26T12:13:57+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.69,
+      "teardown": 1.18,
+      "total": 13.87
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py::TestFieldValidationModePresent::test_present_mode_aws_sdk_lambda_get_function_task[integer_more_than_maximum_allowed]": {
+    "last_validated_date": "2025-11-26T12:14:10+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.13,
+      "teardown": 1.74,
+      "total": 13.87
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py::TestFieldValidationModePresent::test_present_mode_aws_sdk_s3_task[non_existent_enum_value]": {
+    "last_validated_date": "2025-11-26T12:13:16+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.05,
+      "teardown": 1.06,
+      "total": 13.11
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py::TestFieldValidationModePresent::test_present_mode_aws_sdk_s3_task[wrong_long_type_string]": {
+    "last_validated_date": "2025-11-26T12:13:03+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 13.18,
+      "teardown": 1.0,
+      "total": 14.18
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py::TestFieldValidationModePresent::test_present_mode_dynamodb_task[wrong_float_type_string]": {
+    "last_validated_date": "2025-11-26T12:12:49+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.98,
+      "teardown": 1.06,
+      "total": 14.04
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py::TestFieldValidationModePresent::test_present_mode_eventbridge_task[wrong_type_2nd_array_element]": {
+    "last_validated_date": "2025-11-26T12:11:27+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.88,
+      "teardown": 1.06,
+      "total": 13.94
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py::TestFieldValidationModePresent::test_present_mode_eventbridge_task[wrong_type_nested_field]": {
+    "last_validated_date": "2025-11-26T12:11:14+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.18,
+      "teardown": 1.03,
+      "total": 13.21
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py::TestFieldValidationModePresent::test_present_mode_eventbridge_task[wrong_type_top_level_field]": {
+    "last_validated_date": "2025-11-26T12:11:00+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.9,
+      "teardown": 0.94,
+      "total": 13.84
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py::TestFieldValidationModePresent::test_present_mode_lambda_task[wrong_integer_type_string]": {
+    "last_validated_date": "2025-11-26T12:12:35+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.16,
+      "teardown": 1.34,
+      "total": 13.5
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py::TestFieldValidationModePresent::test_present_mode_mock_result_field_not_in_api_spec[empty_json]": {
+    "last_validated_date": "2025-11-26T12:10:46+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.77,
+      "teardown": 0.95,
+      "total": 13.72
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py::TestFieldValidationModePresent::test_present_mode_mock_result_field_not_in_api_spec[field_not_part_of_api_spec]": {
+    "last_validated_date": "2025-11-26T12:10:33+00:00",
+    "durations_in_seconds": {
+      "setup": 0.53,
+      "call": 14.14,
+      "teardown": 0.94,
+      "total": 15.61
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py::TestFieldValidationModePresent::test_present_mode_sfn_task_validation_fail[wrong_string_type_number]": {
+    "last_validated_date": "2025-11-26T12:12:21+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.8,
+      "teardown": 0.95,
+      "total": 13.75
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py::TestFieldValidationModePresent::test_present_mode_sfn_task_validation_fail[wrong_timestamp_type_bool]": {
+    "last_validated_date": "2025-11-26T12:12:08+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.85,
+      "teardown": 0.95,
+      "total": 13.8
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py::TestFieldValidationModePresent::test_present_mode_sfn_task_validation_pass[field_name_not_in_sfn_case]": {
+    "last_validated_date": "2025-11-26T12:11:54+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.8,
+      "teardown": 0.95,
+      "total": 13.75
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py::TestFieldValidationModePresent::test_present_mode_sfn_task_validation_pass[missing_required_fields]": {
+    "last_validated_date": "2025-11-26T12:11:40+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 11.78,
+      "teardown": 0.95,
+      "total": 12.73
+    }
+  }
+}
diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_state_configuration.py b/tests/aws/services/stepfunctions/v2/test_state/test_state_configuration.py
new file mode 100644
index 0000000000000..aea596a208161
--- /dev/null
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_state_configuration.py
@@ -0,0 +1,322 @@
+import json
+from typing import Final
+
+import pytest
+
+from localstack.aws.api.stepfunctions import InspectionLevel
+from localstack.testing.pytest import markers
+from tests.aws.services.stepfunctions.templates.test_state.test_state_templates import (
+    TestStateMachineTemplate as TSMT,
+)
+from tests.aws.services.stepfunctions.templates.test_state.test_state_templates import (
+    TestStateTemplate as TST,
+)
+
+TEST_STATE_NAME: Final[str] = "TestState"
+
+DEFAULT_INPUT = json.dumps({"Values": ["first", "second", "third"]})
+
+BASE_TEMPLATE_BINDINGS: list[str] = [
+    TST.BASE_MAP_STATE,
+    TST.BASE_MAP_STATE_CATCH,
+    TST.BASE_MAP_STATE_RETRY,
+    TST.MAP_TASK_STATE,
+]
+
+IDS_BASE_TEMPLATE_BINDINGS: list[str] = [
+    "BASE_MAP_STATE",
+    "BASE_MAP_STATE_CATCH",
+    "BASE_MAP_STATE_RETRY",
+    "MAP_TASK_STATE",
+]
+
+
+class TestStateConfiguration:
+    @markers.aws.validated
+    @pytest.mark.parametrize("tct_template", BASE_TEMPLATE_BINDINGS, ids=IDS_BASE_TEMPLATE_BINDINGS)
+    @pytest.mark.parametrize(
+        "inspection_level", [InspectionLevel.INFO, InspectionLevel.DEBUG, InspectionLevel.TRACE]
+    )
+    def test_map_state_failure_count(
+        self,
+        aws_client,
+        aws_client_no_sync_prefix,
+        create_state_machine_iam_role,
+        sfn_snapshot,
+        inspection_level,
+        tct_template,
+    ):
+        sfn_snapshot.add_transformer(sfn_snapshot.transform.resource_name())
+
+        sfn_role_arn = create_state_machine_iam_role(aws_client)
+        template = TST.load_sfn_template(tct_template)
+        definition = json.dumps(template)
+
+        below_tolerated_failure = aws_client_no_sync_prefix.stepfunctions.test_state(
+            definition=definition,
+            roleArn=sfn_role_arn,
+            input=DEFAULT_INPUT,
+            stateConfiguration={"mapIterationFailureCount": 0},
+            inspectionLevel=inspection_level,
+            mock={"result": json.dumps([1, 1, 1])},
+        )
+        sfn_snapshot.match("below_tolerated_failure", below_tolerated_failure)
+
+        exceeds_tolerated_failure = aws_client_no_sync_prefix.stepfunctions.test_state(
+            definition=definition,
+            roleArn=sfn_role_arn,
+            input=DEFAULT_INPUT,
+            stateConfiguration={"mapIterationFailureCount": 2},
+            inspectionLevel=inspection_level,
+            mock={"result": json.dumps([0, 0, 1])},
+        )
+        sfn_snapshot.match("exceeds_tolerated_failure", exceeds_tolerated_failure)
+
+    @markers.aws.validated
+    @pytest.mark.parametrize(
+        "inspection_level", [InspectionLevel.INFO, InspectionLevel.DEBUG, InspectionLevel.TRACE]
+    )
+    def test_map_state_error_caused_by_state(
+        self,
+        aws_client,
+        aws_client_no_sync_prefix,
+        create_state_machine_iam_role,
+        sfn_snapshot,
+        inspection_level,
+    ):
+        test_input = [1, 1, 1]
+
+        sfn_role_arn = create_state_machine_iam_role(aws_client)
+        template = TST.load_sfn_template(TST.BASE_MAP_STATE)
+        definition = json.dumps(template)
+
+        test_case_response = aws_client_no_sync_prefix.stepfunctions.test_state(
+            definition=definition,
+            roleArn=sfn_role_arn,
+            input=json.dumps({"Values": test_input}),
+            stateConfiguration={
+                "errorCausedByState": TEST_STATE_NAME,
+            },
+            inspectionLevel=inspection_level,
+            mock={
+                "errorOutput": {"error": "MockException", "cause": "Mock the cause of the error."}
+            },
+        )
+
+        sfn_snapshot.match("test_case_response", test_case_response)
+
+    @markers.aws.validated
+    @pytest.mark.parametrize("inspection_level", [InspectionLevel.DEBUG, InspectionLevel.TRACE])
+    def test_state_configuration_retrier_retry_count(
+        self,
+        aws_client,
+        aws_client_no_sync_prefix,
+        create_state_machine_iam_role,
+        sfn_snapshot,
+        inspection_level,
+    ):
+        sfn_role_arn = create_state_machine_iam_role(aws_client)
+        template = TST.load_sfn_template(TST.BASE_TASK_STATE_RETRY)
+        definition = json.dumps(template)
+
+        below_tolerated_retry_count_with_backoff = (
+            aws_client_no_sync_prefix.stepfunctions.test_state(
+                definition=definition,
+                roleArn=sfn_role_arn,
+                input=DEFAULT_INPUT,
+                stateConfiguration={
+                    "retrierRetryCount": 4,
+                },
+                inspectionLevel=inspection_level,
+                mock={
+                    "errorOutput": {
+                        "error": "MockException",
+                        "cause": "Mock the cause of the error.",
+                    }
+                },
+            )
+        )
+
+        sfn_snapshot.match(
+            "below_tolerated_retry_count_with_backoff", below_tolerated_retry_count_with_backoff
+        )
+
+        exceeds_tolerated_retry_count = aws_client_no_sync_prefix.stepfunctions.test_state(
+            definition=definition,
+            roleArn=sfn_role_arn,
+            input=DEFAULT_INPUT,
+            stateConfiguration={
+                "retrierRetryCount": 5,
+            },
+            inspectionLevel=inspection_level,
+            mock={
+                "errorOutput": {"error": "MockException", "cause": "Mock the cause of the error."}
+            },
+        )
+
+        sfn_snapshot.match("exceeds_tolerated_retry_count", exceeds_tolerated_retry_count)
+
+    @markers.aws.validated
+    @pytest.mark.parametrize(
+        "inspection_level", [InspectionLevel.INFO, InspectionLevel.DEBUG, InspectionLevel.TRACE]
+    )
+    def test_state_configuration_map_iteration_failure_count_with_state_error(
+        self,
+        aws_client,
+        aws_client_no_sync_prefix,
+        create_state_machine_iam_role,
+        sfn_snapshot,
+        inspection_level,
+    ):
+        sfn_role_arn = create_state_machine_iam_role(aws_client)
+
+        template = TST.load_sfn_template(TST.BASE_MAP_STATE)
+        definition = json.dumps(template)
+
+        below_tolerated_failure = aws_client_no_sync_prefix.stepfunctions.test_state(
+            definition=definition,
+            roleArn=sfn_role_arn,
+            input=DEFAULT_INPUT,
+            stateConfiguration={
+                "mapIterationFailureCount": 0,
+                "errorCausedByState": "TestState",
+            },
+            inspectionLevel=inspection_level,
+            mock={"errorOutput": {"error": "MockException", "cause": "Mock the error cause."}},
+        )
+        sfn_snapshot.match("below_tolerated_failure", below_tolerated_failure)
+
+        exceeds_tolerated_failure = aws_client_no_sync_prefix.stepfunctions.test_state(
+            definition=definition,
+            roleArn=sfn_role_arn,
+            input=DEFAULT_INPUT,
+            stateConfiguration={
+                "mapIterationFailureCount": 2,
+                "errorCausedByState": "TestState",
+            },
+            inspectionLevel=inspection_level,
+            mock={"errorOutput": {"error": "MockException", "cause": "Mock the error cause."}},
+        )
+        sfn_snapshot.match("exceeds_tolerated_failure", exceeds_tolerated_failure)
+
+    @markers.aws.validated
+    @pytest.mark.parametrize(
+        "inspection_level", [InspectionLevel.INFO, InspectionLevel.DEBUG, InspectionLevel.TRACE]
+    )
+    def test_state_machine_with_state_error(
+        self,
+        aws_client,
+        aws_client_no_sync_prefix,
+        create_state_machine_iam_role,
+        sfn_snapshot,
+        inspection_level,
+    ):
+        sfn_role_arn = create_state_machine_iam_role(aws_client)
+
+        template = TSMT.load_sfn_template(TSMT.BASE_MAP_STATE_MACHINE)
+        definition = json.dumps(template)
+
+        below_tolerated_failure = aws_client_no_sync_prefix.stepfunctions.test_state(
+            stateName="State0",
+            definition=definition,
+            roleArn=sfn_role_arn,
+            input=DEFAULT_INPUT,
+            stateConfiguration={
+                "mapIterationFailureCount": 0,
+                "errorCausedByState": "HandleItem",
+            },
+            inspectionLevel=inspection_level,
+            mock={"errorOutput": {"error": "MockException", "cause": "Mock the error cause."}},
+        )
+        sfn_snapshot.match("below_tolerated_failure", below_tolerated_failure)
+
+        exceeds_tolerated_failure = aws_client_no_sync_prefix.stepfunctions.test_state(
+            stateName="State0",
+            definition=definition,
+            roleArn=sfn_role_arn,
+            input=DEFAULT_INPUT,
+            stateConfiguration={
+                "mapIterationFailureCount": 2,
+                "errorCausedByState": "HandleItem",
+            },
+            inspectionLevel=inspection_level,
+            mock={"errorOutput": {"error": "MockException", "cause": "Mock the error cause."}},
+        )
+        sfn_snapshot.match("exceeds_tolerated_failure", exceeds_tolerated_failure)
+
+    @markers.aws.validated
+    @pytest.mark.parametrize(
+        "inspection_level", [InspectionLevel.INFO, InspectionLevel.DEBUG, InspectionLevel.TRACE]
+    )
+    def test_state_machine_configuration_map_iteration_item_reader(
+        self,
+        aws_client,
+        aws_client_no_sync_prefix,
+        create_state_machine_iam_role,
+        sfn_snapshot,
+        inspection_level,
+    ):
+        sfn_role_arn = create_state_machine_iam_role(aws_client)
+        exec_input = json.dumps({"Bucket": "test-bucket", "Key": "test-key"})
+
+        template = TSMT.load_sfn_template(TSMT.MAP_ITEM_READER_STATE_MACHINE)
+        definition = json.dumps(template)
+        test_case_response = aws_client_no_sync_prefix.stepfunctions.test_state(
+            stateName="State0",
+            definition=definition,
+            roleArn=sfn_role_arn,
+            input=exec_input,
+            stateConfiguration={
+                "mapItemReaderData": json.dumps([1, 2, 3]),
+            },
+            inspectionLevel=inspection_level,
+            mock={"result": json.dumps([1, 4, 9])},
+        )
+        sfn_snapshot.match("test_case_response", test_case_response)
+
+    @markers.aws.validated
+    @pytest.mark.parametrize(
+        "inspection_level", [InspectionLevel.INFO, InspectionLevel.DEBUG, InspectionLevel.TRACE]
+    )
+    def test_state_machine_configuration_item_reader_with_error(
+        self,
+        aws_client,
+        aws_client_no_sync_prefix,
+        create_state_machine_iam_role,
+        sfn_snapshot,
+        inspection_level,
+    ):
+        sfn_role_arn = create_state_machine_iam_role(aws_client)
+        exec_input = json.dumps({"Bucket": "test-bucket", "Key": "test-key"})
+
+        template = TSMT.load_sfn_template(TSMT.MAP_ITEM_READER_STATE_MACHINE)
+        definition = json.dumps(template)
+        below_tolerated_failure = aws_client_no_sync_prefix.stepfunctions.test_state(
+            stateName="State0",
+            definition=definition,
+            roleArn=sfn_role_arn,
+            input=exec_input,
+            stateConfiguration={
+                "mapIterationFailureCount": 0,
+                "errorCausedByState": "HandleItem",
+                "mapItemReaderData": json.dumps([1, 2, 3]),
+            },
+            inspectionLevel=inspection_level,
+            mock={"errorOutput": {"error": "MockException", "cause": "Mock the error cause."}},
+        )
+        sfn_snapshot.match("below_tolerated_failure", below_tolerated_failure)
+
+        exceeds_tolerated_failure = aws_client_no_sync_prefix.stepfunctions.test_state(
+            stateName="State0",
+            definition=definition,
+            roleArn=sfn_role_arn,
+            input=exec_input,
+            stateConfiguration={
+                "mapIterationFailureCount": 2,
+                "errorCausedByState": "HandleItem",
+                "mapItemReaderData": json.dumps([1, 2, 3]),
+            },
+            inspectionLevel=inspection_level,
+            mock={"errorOutput": {"error": "MockException", "cause": "Mock the error cause."}},
+        )
+        sfn_snapshot.match("exceeds_tolerated_failure", exceeds_tolerated_failure)
diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_state_configuration.snapshot.json b/tests/aws/services/stepfunctions/v2/test_state/test_state_configuration.snapshot.json
new file mode 100644
index 0000000000000..e671c9d9b73cb
--- /dev/null
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_state_configuration.snapshot.json
@@ -0,0 +1,1395 @@
+{
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_configuration.py::TestStateConfiguration::test_map_state_error_caused_by_state[INFO]": {
+    "recorded-date": "13-11-2025, 17:07:52",
+    "recorded-content": {
+      "test_case_response": {
+        "cause": "Mock the cause of the error.",
+        "error": "MockException",
+        "status": "FAILED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_configuration.py::TestStateConfiguration::test_map_state_error_caused_by_state[DEBUG]": {
+    "recorded-date": "13-11-2025, 17:08:07",
+    "recorded-content": {
+      "test_case_response": {
+        "cause": "Mock the cause of the error.",
+        "error": "MockException",
+        "inspectionData": {
+          "input": {
+            "Values": [
+              1,
+              1,
+              1
+            ]
+          },
+          "maxConcurrency": 0
+        },
+        "status": "FAILED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_configuration.py::TestStateConfiguration::test_map_state_error_caused_by_state[TRACE]": {
+    "recorded-date": "13-11-2025, 17:08:21",
+    "recorded-content": {
+      "test_case_response": {
+        "cause": "Mock the cause of the error.",
+        "error": "MockException",
+        "inspectionData": {
+          "input": {
+            "Values": [
+              1,
+              1,
+              1
+            ]
+          },
+          "maxConcurrency": 0
+        },
+        "status": "FAILED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_configuration.py::TestStateConfiguration::test_state_configuration_map_iteration_failure_count_with_state_error[INFO]": {
+    "recorded-date": "13-11-2025, 17:08:37",
+    "recorded-content": {
+      "below_tolerated_failure": {
+        "cause": "Mock the error cause.",
+        "error": "MockException",
+        "status": "FAILED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "exceeds_tolerated_failure": {
+        "cause": "Mock the error cause.",
+        "error": "MockException",
+        "status": "FAILED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_configuration.py::TestStateConfiguration::test_state_configuration_map_iteration_failure_count_with_state_error[DEBUG]": {
+    "recorded-date": "13-11-2025, 17:08:51",
+    "recorded-content": {
+      "below_tolerated_failure": {
+        "cause": "Mock the error cause.",
+        "error": "MockException",
+        "inspectionData": {
+          "input": {
+            "Values": [
+              "first",
+              "second",
+              "third"
+            ]
+          },
+          "maxConcurrency": 0
+        },
+        "status": "FAILED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "exceeds_tolerated_failure": {
+        "cause": "Mock the error cause.",
+        "error": "MockException",
+        "inspectionData": {
+          "input": {
+            "Values": [
+              "first",
+              "second",
+              "third"
+            ]
+          },
+          "maxConcurrency": 0
+        },
+        "status": "FAILED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_configuration.py::TestStateConfiguration::test_state_configuration_map_iteration_failure_count_with_state_error[TRACE]": {
+    "recorded-date": "13-11-2025, 17:09:07",
+    "recorded-content": {
+      "below_tolerated_failure": {
+        "cause": "Mock the error cause.",
+        "error": "MockException",
+        "inspectionData": {
+          "input": {
+            "Values": [
+              "first",
+              "second",
+              "third"
+            ]
+          },
+          "maxConcurrency": 0
+        },
+        "status": "FAILED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "exceeds_tolerated_failure": {
+        "cause": "Mock the error cause.",
+        "error": "MockException",
+        "inspectionData": {
+          "input": {
+            "Values": [
+              "first",
+              "second",
+              "third"
+            ]
+          },
+          "maxConcurrency": 0
+        },
+        "status": "FAILED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_configuration.py::TestStateConfiguration::test_state_machine_with_state_error[INFO]": {
+    "recorded-date": "13-11-2025, 17:09:27",
+    "recorded-content": {
+      "below_tolerated_failure": {
+        "cause": "Mock the error cause.",
+        "error": "MockException",
+        "status": "FAILED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "exceeds_tolerated_failure": {
+        "cause": "Mock the error cause.",
+        "error": "MockException",
+        "status": "FAILED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_configuration.py::TestStateConfiguration::test_state_machine_with_state_error[DEBUG]": {
+    "recorded-date": "13-11-2025, 17:09:43",
+    "recorded-content": {
+      "below_tolerated_failure": {
+        "cause": "Mock the error cause.",
+        "error": "MockException",
+        "inspectionData": {
+          "afterInputPath": {
+            "Values": [
+              "first",
+              "second",
+              "third"
+            ]
+          },
+          "afterItemsPath": "[\"first\", \"second\", \"third\"]",
+          "input": {
+            "Values": [
+              "first",
+              "second",
+              "third"
+            ]
+          },
+          "maxConcurrency": 0,
+          "toleratedFailureCount": 2
+        },
+        "status": "FAILED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "exceeds_tolerated_failure": {
+        "cause": "Mock the error cause.",
+        "error": "MockException",
+        "inspectionData": {
+          "afterInputPath": {
+            "Values": [
+              "first",
+              "second",
+              "third"
+            ]
+          },
+          "afterItemsPath": "[\"first\", \"second\", \"third\"]",
+          "input": {
+            "Values": [
+              "first",
+              "second",
+              "third"
+            ]
+          },
+          "maxConcurrency": 0,
+          "toleratedFailureCount": 2
+        },
+        "status": "FAILED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_configuration.py::TestStateConfiguration::test_state_machine_with_state_error[TRACE]": {
+    "recorded-date": "13-11-2025, 17:09:57",
+    "recorded-content": {
+      "below_tolerated_failure": {
+        "cause": "Mock the error cause.",
+        "error": "MockException",
+        "inspectionData": {
+          "afterInputPath": {
+            "Values": [
+              "first",
+              "second",
+              "third"
+            ]
+          },
+          "afterItemsPath": "[\"first\", \"second\", \"third\"]",
+          "input": {
+            "Values": [
+              "first",
+              "second",
+              "third"
+            ]
+          },
+          "maxConcurrency": 0,
+          "toleratedFailureCount": 2
+        },
+        "status": "FAILED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "exceeds_tolerated_failure": {
+        "cause": "Mock the error cause.",
+        "error": "MockException",
+        "inspectionData": {
+          "afterInputPath": {
+            "Values": [
+              "first",
+              "second",
+              "third"
+            ]
+          },
+          "afterItemsPath": "[\"first\", \"second\", \"third\"]",
+          "input": {
+            "Values": [
+              "first",
+              "second",
+              "third"
+            ]
+          },
+          "maxConcurrency": 0,
+          "toleratedFailureCount": 2
+        },
+        "status": "FAILED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_configuration.py::TestStateConfiguration::test_state_machine_configuration_map_iteration_item_reader[INFO]": {
+    "recorded-date": "13-11-2025, 17:59:50",
+    "recorded-content": {
+      "test_case_response": {
+        "output": "[1, 4, 9]",
+        "status": "SUCCEEDED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_configuration.py::TestStateConfiguration::test_state_machine_configuration_map_iteration_item_reader[DEBUG]": {
+    "recorded-date": "13-11-2025, 18:00:05",
+    "recorded-content": {
+      "test_case_response": {
+        "inspectionData": {
+          "input": {
+            "Bucket": "test-bucket",
+            "Key": "test-key"
+          },
+          "maxConcurrency": 1
+        },
+        "output": "[1, 4, 9]",
+        "status": "SUCCEEDED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_configuration.py::TestStateConfiguration::test_state_machine_configuration_map_iteration_item_reader[TRACE]": {
+    "recorded-date": "13-11-2025, 18:00:20",
+    "recorded-content": {
+      "test_case_response": {
+        "inspectionData": {
+          "input": {
+            "Bucket": "test-bucket",
+            "Key": "test-key"
+          },
+          "maxConcurrency": 1
+        },
+        "output": "[1, 4, 9]",
+        "status": "SUCCEEDED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_configuration.py::TestStateConfiguration::test_map_state_failure_count[INFO-BASE_MAP_STATE]": {
+    "recorded-date": "13-11-2025, 18:01:00",
+    "recorded-content": {
+      "below_tolerated_failure": {
+        "output": {
+          "input": {
+            "Values": [
+              "first",
+              "second",
+              "third"
+            ]
+          },
+          "context": {
+            "Execution": {
+              "Id": "arn:<partition>:states:<region>:111111111111:express:<resource:3>:<resource:1>",
+              "Input": {
+                "Values": [
+                  "first",
+                  "second",
+                  "third"
+                ]
+              },
+              "Name": "<resource:1>",
+              "RoleArn": "arn:<partition>:iam::111111111111:role/<resource:2>",
+              "StartTime": "date"
+            },
+            "StateMachine": {
+              "Id": "arn:<partition>:states:<region>:111111111111:stateMachine:<resource:3>",
+              "Name": "<resource:3>"
+            },
+            "State": {
+              "Name": "StateName",
+              "EnteredTime": "date",
+              "RetryCount": 0
+            }
+          },
+          "result": [
+            1,
+            1,
+            1
+          ]
+        },
+        "status": "SUCCEEDED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "exceeds_tolerated_failure": {
+        "output": {
+          "input": {
+            "Values": [
+              "first",
+              "second",
+              "third"
+            ]
+          },
+          "context": {
+            "Execution": {
+              "Id": "arn:<partition>:states:<region>:111111111111:express:<resource:5>:<resource:4>",
+              "Input": {
+                "Values": [
+                  "first",
+                  "second",
+                  "third"
+                ]
+              },
+              "Name": "<resource:4>",
+              "RoleArn": "arn:<partition>:iam::111111111111:role/<resource:2>",
+              "StartTime": "date"
+            },
+            "StateMachine": {
+              "Id": "arn:<partition>:states:<region>:111111111111:stateMachine:<resource:5>",
+              "Name": "<resource:5>"
+            },
+            "State": {
+              "Name": "StateName",
+              "EnteredTime": "date",
+              "RetryCount": 0
+            }
+          },
+          "result": [
+            0,
+            0,
+            1
+          ]
+        },
+        "status": "SUCCEEDED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_configuration.py::TestStateConfiguration::test_map_state_failure_count[INFO-BASE_MAP_STATE_CATCH]": {
+    "recorded-date": "13-11-2025, 18:01:16",
+    "recorded-content": {
+      "below_tolerated_failure": {
+        "output": "[1, 1, 1]",
+        "status": "SUCCEEDED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "exceeds_tolerated_failure": {
+        "cause": "The specified tolerated failure threshold was exceeded",
+        "error": "States.ExceedToleratedFailureThreshold",
+        "nextState": "HandleThreshold",
+        "output": {
+          "input": {
+            "Values": [
+              "first",
+              "second",
+              "third"
+            ]
+          },
+          "context": {
+            "Execution": {
+              "Id": "arn:<partition>:states:<region>:111111111111:express:<resource:3>:<resource:1>",
+              "Input": {
+                "Values": [
+                  "first",
+                  "second",
+                  "third"
+                ]
+              },
+              "Name": "<resource:1>",
+              "RoleArn": "arn:<partition>:iam::111111111111:role/<resource:2>",
+              "StartTime": "date"
+            },
+            "StateMachine": {
+              "Id": "arn:<partition>:states:<region>:111111111111:stateMachine:<resource:3>",
+              "Name": "<resource:3>"
+            },
+            "State": {
+              "Name": "StateName",
+              "EnteredTime": "date",
+              "RetryCount": 0
+            }
+          },
+          "errorOutput": {
+            "Error": "States.ExceedToleratedFailureThreshold",
+            "Cause": "The specified tolerated failure threshold was exceeded"
+          }
+        },
+        "status": "CAUGHT_ERROR",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_configuration.py::TestStateConfiguration::test_map_state_failure_count[INFO-BASE_MAP_STATE_RETRY]": {
+    "recorded-date": "13-11-2025, 18:01:31",
+    "recorded-content": {
+      "below_tolerated_failure": {
+        "output": "[1, 1, 1]",
+        "status": "SUCCEEDED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "exceeds_tolerated_failure": {
+        "cause": "The specified tolerated failure threshold was exceeded",
+        "error": "States.ExceedToleratedFailureThreshold",
+        "status": "RETRIABLE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_configuration.py::TestStateConfiguration::test_map_state_failure_count[INFO-MAP_TASK_STATE]": {
+    "recorded-date": "13-11-2025, 18:07:46",
+    "recorded-content": {
+      "below_tolerated_failure": {
+        "output": {
+          "result": [
+            "pass",
+            "pass",
+            "pass"
+          ],
+          "successCount": 3,
+          "failedCount": 0
+        },
+        "status": "SUCCEEDED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "exceeds_tolerated_failure": {
+        "cause": "The specified tolerated failure threshold was exceeded",
+        "error": "States.ExceedToleratedFailureThreshold",
+        "status": "RETRIABLE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_configuration.py::TestStateConfiguration::test_map_state_failure_count[DEBUG-BASE_MAP_STATE]": {
+    "recorded-date": "18-11-2025, 11:30:45",
+    "recorded-content": {
+      "below_tolerated_failure": {
+        "inspectionData": {
+          "input": {
+            "Values": [
+              "first",
+              "second",
+              "third"
+            ]
+          },
+          "maxConcurrency": 0
+        },
+        "output": {
+          "input": {
+            "Values": [
+              "first",
+              "second",
+              "third"
+            ]
+          },
+          "context": {
+            "Execution": {
+              "Id": "arn:<partition>:states:<region>:111111111111:express:<resource:3>:<resource:1>",
+              "Input": {
+                "Values": [
+                  "first",
+                  "second",
+                  "third"
+                ]
+              },
+              "Name": "<resource:1>",
+              "RoleArn": "arn:<partition>:iam::111111111111:role/<resource:2>",
+              "StartTime": "date"
+            },
+            "StateMachine": {
+              "Id": "arn:<partition>:states:<region>:111111111111:stateMachine:<resource:3>",
+              "Name": "<resource:3>"
+            },
+            "State": {
+              "Name": "StateName",
+              "EnteredTime": "date",
+              "RetryCount": 0
+            }
+          },
+          "result": [
+            1,
+            1,
+            1
+          ]
+        },
+        "status": "SUCCEEDED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "exceeds_tolerated_failure": {
+        "inspectionData": {
+          "input": {
+            "Values": [
+              "first",
+              "second",
+              "third"
+            ]
+          },
+          "maxConcurrency": 0
+        },
+        "output": {
+          "input": {
+            "Values": [
+              "first",
+              "second",
+              "third"
+            ]
+          },
+          "context": {
+            "Execution": {
+              "Id": "arn:<partition>:states:<region>:111111111111:express:<resource:5>:<resource:4>",
+              "Input": {
+                "Values": [
+                  "first",
+                  "second",
+                  "third"
+                ]
+              },
+              "Name": "<resource:4>",
+              "RoleArn": "arn:<partition>:iam::111111111111:role/<resource:2>",
+              "StartTime": "date"
+            },
+            "StateMachine": {
+              "Id": "arn:<partition>:states:<region>:111111111111:stateMachine:<resource:5>",
+              "Name": "<resource:5>"
+            },
+            "State": {
+              "Name": "StateName",
+              "EnteredTime": "date",
+              "RetryCount": 0
+            }
+          },
+          "result": [
+            0,
+            0,
+            1
+          ]
+        },
+        "status": "SUCCEEDED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_configuration.py::TestStateConfiguration::test_map_state_failure_count[DEBUG-BASE_MAP_STATE_CATCH]": {
+    "recorded-date": "13-11-2025, 18:02:22",
+    "recorded-content": {
+      "below_tolerated_failure": {
+        "inspectionData": {
+          "input": {
+            "Values": [
+              "first",
+              "second",
+              "third"
+            ]
+          },
+          "maxConcurrency": 0,
+          "toleratedFailureCount": 1
+        },
+        "output": "[1, 1, 1]",
+        "status": "SUCCEEDED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "exceeds_tolerated_failure": {
+        "cause": "The specified tolerated failure threshold was exceeded",
+        "error": "States.ExceedToleratedFailureThreshold",
+        "inspectionData": {
+          "errorDetails": {
+            "catchIndex": 1
+          },
+          "input": {
+            "Values": [
+              "first",
+              "second",
+              "third"
+            ]
+          },
+          "maxConcurrency": 0,
+          "toleratedFailureCount": 1
+        },
+        "nextState": "HandleThreshold",
+        "output": {
+          "input": {
+            "Values": [
+              "first",
+              "second",
+              "third"
+            ]
+          },
+          "context": {
+            "Execution": {
+              "Id": "arn:<partition>:states:<region>:111111111111:express:<resource:3>:<resource:1>",
+              "Input": {
+                "Values": [
+                  "first",
+                  "second",
+                  "third"
+                ]
+              },
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diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_state_configuration.validation.json b/tests/aws/services/stepfunctions/v2/test_state/test_state_configuration.validation.json
new file mode 100644
index 0000000000000..98b079ae98aa6
--- /dev/null
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_state_configuration.validation.json
@@ -0,0 +1,236 @@
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+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_configuration.py::TestStateConfiguration::test_map_state_failure_count[INFO-MAP_TASK_STATE]": {
+    "last_validated_date": "2025-11-18T11:40:41+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 18.16,
+      "teardown": 1.65,
+      "total": 19.81
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_configuration.py::TestStateConfiguration::test_map_state_failure_count[INFO]": {
+    "last_validated_date": "2025-11-13T17:07:09+00:00",
+    "durations_in_seconds": {
+      "setup": 1.08,
+      "call": 15.54,
+      "teardown": 1.76,
+      "total": 18.38
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_configuration.py::TestStateConfiguration::test_map_state_failure_count[TRACE-BASE_MAP_STATE]": {
+    "last_validated_date": "2025-11-18T11:41:56+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 13.27,
+      "teardown": 1.77,
+      "total": 15.04
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_configuration.py::TestStateConfiguration::test_map_state_failure_count[TRACE-BASE_MAP_STATE_CATCH]": {
+    "last_validated_date": "2025-11-18T11:42:11+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 13.39,
+      "teardown": 1.78,
+      "total": 15.17
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_configuration.py::TestStateConfiguration::test_map_state_failure_count[TRACE-BASE_MAP_STATE_RETRY]": {
+    "last_validated_date": "2025-11-18T11:42:26+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 13.37,
+      "teardown": 1.61,
+      "total": 14.98
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_configuration.py::TestStateConfiguration::test_map_state_failure_count[TRACE-MAP_TASK_STATE]": {
+    "last_validated_date": "2025-11-18T11:42:42+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 14.14,
+      "teardown": 2.11,
+      "total": 16.25
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_configuration.py::TestStateConfiguration::test_map_state_failure_count[TRACE]": {
+    "last_validated_date": "2025-11-13T17:07:39+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 13.2,
+      "teardown": 2.1,
+      "total": 15.3
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_configuration.py::TestStateConfiguration::test_state_configuration_retrier_retry_count[DEBUG]": {
+    "last_validated_date": "2025-11-22T17:13:16+00:00",
+    "durations_in_seconds": {
+      "setup": 0.59,
+      "call": 13.49,
+      "teardown": 1.03,
+      "total": 15.11
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_configuration.py::TestStateConfiguration::test_state_configuration_retrier_retry_count[TRACE]": {
+    "last_validated_date": "2025-11-22T17:13:29+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 11.95,
+      "teardown": 1.09,
+      "total": 13.04
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_configuration.py::TestStateConfiguration::test_state_machine_configuration_item_reader_with_error[DEBUG]": {
+    "last_validated_date": "2025-11-14T11:14:04+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 14.13,
+      "teardown": 1.75,
+      "total": 15.88
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_configuration.py::TestStateConfiguration::test_state_machine_configuration_item_reader_with_error[INFO]": {
+    "last_validated_date": "2025-11-14T11:13:48+00:00",
+    "durations_in_seconds": {
+      "setup": 1.16,
+      "call": 16.23,
+      "teardown": 1.76,
+      "total": 19.15
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_configuration.py::TestStateConfiguration::test_state_machine_configuration_item_reader_with_error[TRACE]": {
+    "last_validated_date": "2025-11-14T11:14:20+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 14.42,
+      "teardown": 1.86,
+      "total": 16.28
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_configuration.py::TestStateConfiguration::test_state_machine_configuration_map_iteration_item_reader[DEBUG]": {
+    "last_validated_date": "2025-11-13T18:00:07+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 13.76,
+      "teardown": 1.7,
+      "total": 15.46
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_configuration.py::TestStateConfiguration::test_state_machine_configuration_map_iteration_item_reader[INFO]": {
+    "last_validated_date": "2025-11-13T17:59:52+00:00",
+    "durations_in_seconds": {
+      "setup": 1.15,
+      "call": 21.21,
+      "teardown": 1.77,
+      "total": 24.13
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_configuration.py::TestStateConfiguration::test_state_machine_configuration_map_iteration_item_reader[TRACE]": {
+    "last_validated_date": "2025-11-13T18:00:22+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.78,
+      "teardown": 1.64,
+      "total": 14.42
+    }
+  }
+}
diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py b/tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py
new file mode 100644
index 0000000000000..330d6df7b1967
--- /dev/null
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py
@@ -0,0 +1,322 @@
+import json
+from datetime import datetime
+from typing import Final
+
+import pytest
+from botocore.exceptions import ClientError
+
+from localstack.aws.api.stepfunctions import InspectionLevel
+from localstack.testing.aws.util import is_aws_cloud
+from localstack.testing.pytest import markers
+from tests.aws.services.stepfunctions.templates.context_object.context_object_templates import (
+    ContextObjectTemplates,
+)
+from tests.aws.services.stepfunctions.templates.test_state.test_state_templates import (
+    TestStateTemplate as TST,
+)
+
+TEST_STATE_NAME: Final[str] = "TestState"
+
+_CONTEXT_OBJECT_FULL: Final[dict] = {
+    "Execution": {
+        "Id": "arn:aws:states:us-east-1:123456789012:execution:MyStateMachine:execution-name-12345",
+        "Input": {
+            "input-value": 0,
+            "message": "test data",
+            "values": ["charizard", "pikachu", "bulbasaur"],
+        },
+        "Name": "execution-name-12345",
+        "RoleArn": "arn:aws:iam::123456789012:role/StepFunctionsRole",
+        "StartTime": "2025-01-15T10:30:00.000Z",
+    },
+    "State": {
+        "EnteredTime": "2025-01-15T10:30:01.500Z",
+        "Name": "MyTaskState",
+        "RetryCount": 0,
+    },
+    "StateMachine": {
+        "Id": "arn:aws:states:us-east-1:123456789012:stateMachine:MyStateMachine",
+        "Name": "MyStateMachine",
+    },
+    # Context object contains 'Task' when state is not a Task state with a '.sync' or '.waitForTaskToken' service integration pattern
+    # "Task": {
+    #     "Token": "AAAAKgAAAAIAAAAAAAAAAZGexGPEB9DwXS+Bz/bGmUq4hN8v7X3LKnKj0p1qJ7qL4d5kF2gH3iJ4jK5lM6nN7oO8pP9qQ0rR1sS2tT3uU4vV5wW6xX7yY8zZ9aA0bB1cC2dD3eE4fF5gG6hH7iI8jJ9kK0lL1mM2nN3oO4pP5qQ6rR7sS8tT9uU0vV1wW2xX3yY4zZ5"
+    # },
+    # Invalid Context object provided: 'Map' field is not supported when mocking a Context object
+    # "Map": {
+    #     "Item": {"Index": 2, "Value": {"id": "item-3", "name": "Third Item", "quantity": 15}}
+    # },
+}
+
+CONTEXT_OBJECT_FULL: Final[str] = json.dumps(_CONTEXT_OBJECT_FULL)
+
+TASK_CONTEXT_OBJECT_FULL: Final[str] = json.dumps(
+    _CONTEXT_OBJECT_FULL | {"Task": {"Token": "abcd123"}}
+)
+
+BASE_CONTEXT_OBJECT_BINDINGS: list[str] = ["$$", "$$.Execution.Input", "$$.Execution.Input.values"]
+
+IDS_BASE_CONTEXT_OBJECT_BINDINGS: list[str] = ["ALL", "EXECUTION_INPUT", "EXECUTION_INPUT_VALUES"]
+
+
+class TestStateContextObject:
+    @markers.aws.validated
+    @pytest.mark.parametrize(
+        "context_object_literal", BASE_CONTEXT_OBJECT_BINDINGS, ids=IDS_BASE_CONTEXT_OBJECT_BINDINGS
+    )
+    def test_state_task_context_object(
+        self,
+        aws_client,
+        aws_client_no_sync_prefix,
+        create_state_machine_iam_role,
+        sfn_snapshot,
+        context_object_literal,
+    ):
+        sfn_role_arn = create_state_machine_iam_role(aws_client)
+
+        state_machine_template = ContextObjectTemplates.load_sfn_template(
+            ContextObjectTemplates.CONTEXT_OBJECT_RESULT_PATH
+        )
+
+        state_template = state_machine_template["States"][TEST_STATE_NAME]
+
+        definition = json.dumps(state_template)
+        definition = definition.replace(
+            ContextObjectTemplates.CONTEXT_OBJECT_LITERAL_PLACEHOLDER, context_object_literal
+        )
+
+        exec_input = json.dumps(
+            {"FunctionName": "lambda_function_name", "Payload": {"input-value": 0}}
+        )
+        mocked_result = json.dumps({"pokemon": ["charizard", "pikachu", "bulbasaur"]})
+
+        test_case_response = aws_client_no_sync_prefix.stepfunctions.test_state(
+            definition=definition,
+            roleArn=sfn_role_arn,
+            input=exec_input,
+            inspectionLevel=InspectionLevel.TRACE,
+            context=CONTEXT_OBJECT_FULL,
+            mock={"result": mocked_result},
+        )
+        sfn_snapshot.match("test_case_response", test_case_response)
+
+    @markers.aws.validated
+    def test_state_wait_task_context_object(
+        self,
+        aws_client,
+        aws_client_no_sync_prefix,
+        create_state_machine_iam_role,
+        sfn_snapshot,
+    ):
+        sfn_role_arn = create_state_machine_iam_role(aws_client)
+
+        state_template = TST.load_sfn_template(
+            TST.IO_SQS_SERVICE_TASK_WAIT,
+        )
+
+        definition = json.dumps(state_template)
+        mocked_result = json.dumps({"pokemon": ["charizard", "pikachu", "bulbasaur"]})
+
+        test_case_response = aws_client_no_sync_prefix.stepfunctions.test_state(
+            definition=definition,
+            roleArn=sfn_role_arn,
+            inspectionLevel=InspectionLevel.TRACE,
+            context=TASK_CONTEXT_OBJECT_FULL,
+            mock={"result": mocked_result},
+        )
+        sfn_snapshot.match("test_case_response", test_case_response)
+
+    @markers.aws.validated
+    @pytest.mark.parametrize(
+        "context_object_literal",
+        BASE_CONTEXT_OBJECT_BINDINGS,
+        ids=IDS_BASE_CONTEXT_OBJECT_BINDINGS,
+    )
+    @pytest.mark.skipif(not is_aws_cloud(), reason="Error messages are different")
+    def test_state_map_context_object(
+        self,
+        aws_client,
+        aws_client_no_sync_prefix,
+        create_state_machine_iam_role,
+        sfn_snapshot,
+        context_object_literal,
+    ):
+        sfn_role_arn = create_state_machine_iam_role(aws_client)
+
+        state_machine_template = ContextObjectTemplates.load_sfn_template(
+            ContextObjectTemplates.CONTEXT_OBJECT_ITEMS_PATH
+        )
+
+        state_template = state_machine_template["States"][TEST_STATE_NAME]
+
+        definition = json.dumps(state_template)
+        definition = definition.replace(
+            ContextObjectTemplates.CONTEXT_OBJECT_LITERAL_PLACEHOLDER, context_object_literal
+        )
+
+        exec_input = json.dumps(["fire", "electricity", "grass"])
+        mocked_result = json.dumps(["CHARIZARD", "PIKACHU", "BULBASAUR"])
+
+        test_case_response = aws_client_no_sync_prefix.stepfunctions.test_state(
+            definition=definition,
+            roleArn=sfn_role_arn,
+            input=exec_input,
+            inspectionLevel=InspectionLevel.TRACE,
+            context=CONTEXT_OBJECT_FULL,
+            mock={"result": mocked_result},
+        )
+        sfn_snapshot.match("test_case_response", test_case_response)
+
+    @markers.aws.validated
+    @pytest.mark.parametrize(
+        "state_template,context_template",
+        [
+            (ContextObjectTemplates.CONTEXT_OBJECT_RESULT_PATH, TASK_CONTEXT_OBJECT_FULL),
+            (ContextObjectTemplates.CONTEXT_OBJECT_INPUT_PATH, CONTEXT_OBJECT_FULL),
+        ],
+        ids=["TOKEN_TASK_NOT_SYNC", "INVALID_STATE_PASS"],
+    )
+    @pytest.mark.skipif(condition=not is_aws_cloud(), reason="Failure cases not yet handled.")
+    def test_state_context_object_invalid_states(
+        self,
+        aws_client,
+        aws_client_no_sync_prefix,
+        create_state_machine_iam_role,
+        sfn_snapshot,
+        state_template,
+        context_template,
+    ):
+        sfn_role_arn = create_state_machine_iam_role(aws_client)
+
+        state_machine_template = ContextObjectTemplates.load_sfn_template(state_template)
+
+        state_template = state_machine_template["States"][TEST_STATE_NAME]
+
+        definition = json.dumps(state_template)
+        definition = definition.replace(
+            ContextObjectTemplates.CONTEXT_OBJECT_LITERAL_PLACEHOLDER, "$$"
+        )
+
+        exec_input = json.dumps(["fire", "electricity", "grass"])
+        mocked_result = json.dumps({"pokemon": ["CHARIZARD", "PIKACHU", "BULBASAUR"]})
+
+        with pytest.raises(ClientError) as exc:
+            aws_client_no_sync_prefix.stepfunctions.test_state(
+                definition=definition,
+                roleArn=sfn_role_arn,
+                input=exec_input,
+                inspectionLevel=InspectionLevel.TRACE,
+                context=context_template,
+                mock={"result": mocked_result},
+            )
+        sfn_snapshot.match(
+            "exception", {"exception_typename": exc.typename, "exception_value": exc.value}
+        )
+
+    @markers.aws.validated
+    @pytest.mark.parametrize(
+        "context_template",
+        [
+            {"Execution": {"Id": 1}},
+            {"Map": {}},
+            {"Execution": {"pokemon": "squirtle"}},
+            {"Pokedex": {}},
+        ],
+        ids=[
+            "INVALID_EXECUTION_ID_TYPE",
+            "INVALID_MAP",
+            "INVALID_EXECUTION_FIELD",
+            "INVALID_FIELD",
+        ],
+    )
+    def test_state_context_object_validation_failures(
+        self,
+        aws_client,
+        aws_client_no_sync_prefix,
+        create_state_machine_iam_role,
+        sfn_snapshot,
+        context_template,
+    ):
+        context_object = json.dumps(context_template)
+        sfn_role_arn = create_state_machine_iam_role(aws_client)
+
+        state_template = TST.load_sfn_template(
+            TST.BASE_SFN_START_EXECUTION_TASK_STATE,
+        )
+        definition = json.dumps(state_template)
+
+        exec_input = json.dumps(
+            {"stateMachineArn": "arn", "targetInput": None, "name": "exec_name"}
+        )
+
+        result = {"ExecutionArn": "exec_arn", "StartDate": datetime.now().isoformat()}
+        mocked_result = json.dumps(result)
+
+        with pytest.raises(ClientError) as exc:
+            aws_client_no_sync_prefix.stepfunctions.test_state(
+                definition=definition,
+                roleArn=sfn_role_arn,
+                input=exec_input,
+                inspectionLevel=InspectionLevel.TRACE,
+                context=context_object,
+                mock={"result": mocked_result},
+            )
+
+        sfn_snapshot.match(
+            "exception", {"exception_typename": exc.typename, "exception_value": exc.value}
+        )
+
+    @markers.aws.validated
+    @pytest.mark.parametrize(
+        "context_template",
+        [
+            {"Execution": {}, "State": {}, "StateMachine": {}},
+            pytest.param(
+                {},
+                marks=pytest.mark.skipif(
+                    not is_aws_cloud(), reason="Empty context case is not properly accounted for."
+                ),
+            ),
+        ],
+        ids=[
+            "EMPTY_OBJECTS",
+            "EMPTY",
+        ],
+    )
+    def test_state_context_object_edge_cases(
+        self,
+        aws_client,
+        aws_client_no_sync_prefix,
+        create_state_machine_iam_role,
+        sfn_snapshot,
+        context_template,
+    ):
+        context_object = json.dumps(context_template)
+        sfn_role_arn = create_state_machine_iam_role(aws_client)
+
+        state_machine_template = ContextObjectTemplates.load_sfn_template(
+            ContextObjectTemplates.CONTEXT_OBJECT_RESULT_PATH
+        )
+
+        state_template = state_machine_template["States"][TEST_STATE_NAME]
+
+        definition = json.dumps(state_template)
+        definition = definition.replace(
+            ContextObjectTemplates.CONTEXT_OBJECT_LITERAL_PLACEHOLDER, "$$"
+        )
+
+        exec_input = json.dumps(
+            {"FunctionName": "lambda_function_name", "Payload": {"input-value": 0}}
+        )
+
+        mocked_result = json.dumps({"pokemon": "pikachu"})
+
+        test_case_response = aws_client_no_sync_prefix.stepfunctions.test_state(
+            definition=definition,
+            roleArn=sfn_role_arn,
+            input=exec_input,
+            inspectionLevel=InspectionLevel.TRACE,
+            context=context_object,
+            mock={"result": mocked_result},
+        )
+        sfn_snapshot.match("test_case_response", test_case_response)
diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.snapshot.json b/tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.snapshot.json
new file mode 100644
index 0000000000000..6c1bc7a42fd13
--- /dev/null
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.snapshot.json
@@ -0,0 +1,630 @@
+{
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py::TestStateContextObject::test_state_task_context_object[ALL]": {
+    "recorded-date": "25-11-2025, 17:15:31",
+    "recorded-content": {
+      "test_case_response": {
+        "inspectionData": {
+          "afterInputPath": {
+            "FunctionName": "lambda_function_name",
+            "Payload": {
+              "input-value": 0
+            }
+          },
+          "afterParameters": {
+            "Payload": {
+              "Input": {
+                "FunctionName": "lambda_function_name",
+                "Payload": {
+                  "input-value": 0
+                }
+              }
+            },
+            "FunctionName": "lambda_function_name"
+          },
+          "afterResultPath": {
+            "ContextObjectValue": {
+              "Execution": {
+                "Id": "arn:<partition>:states:<region>:123456789012:execution:MyStateMachine:execution-name-12345",
+                "Input": {
+                  "input-value": 0,
+                  "message": "test data",
+                  "values": [
+                    "charizard",
+                    "pikachu",
+                    "bulbasaur"
+                  ]
+                },
+                "Name": "execution-name-12345",
+                "RoleArn": "arn:<partition>:iam::123456789012:role/StepFunctionsRole",
+                "StartTime": "date"
+              },
+              "State": {
+                "EnteredTime": "date",
+                "Name": "MyTaskState",
+                "RetryCount": 0
+              },
+              "StateMachine": {
+                "Id": "arn:<partition>:states:<region>:123456789012:stateMachine:MyStateMachine",
+                "Name": "MyStateMachine"
+              }
+            },
+            "LambdaOutput": {
+              "pokemon": [
+                "charizard",
+                "pikachu",
+                "bulbasaur"
+              ]
+            }
+          },
+          "afterResultSelector": {
+            "ContextObjectValue": {
+              "Execution": {
+                "Id": "arn:<partition>:states:<region>:123456789012:execution:MyStateMachine:execution-name-12345",
+                "Input": {
+                  "input-value": 0,
+                  "message": "test data",
+                  "values": [
+                    "charizard",
+                    "pikachu",
+                    "bulbasaur"
+                  ]
+                },
+                "Name": "execution-name-12345",
+                "RoleArn": "arn:<partition>:iam::123456789012:role/StepFunctionsRole",
+                "StartTime": "date"
+              },
+              "State": {
+                "EnteredTime": "date",
+                "Name": "MyTaskState",
+                "RetryCount": 0
+              },
+              "StateMachine": {
+                "Id": "arn:<partition>:states:<region>:123456789012:stateMachine:MyStateMachine",
+                "Name": "MyStateMachine"
+              }
+            },
+            "LambdaOutput": {
+              "pokemon": [
+                "charizard",
+                "pikachu",
+                "bulbasaur"
+              ]
+            }
+          },
+          "input": {
+            "FunctionName": "lambda_function_name",
+            "Payload": {
+              "input-value": 0
+            }
+          },
+          "result": {
+            "pokemon": [
+              "charizard",
+              "pikachu",
+              "bulbasaur"
+            ]
+          }
+        },
+        "output": {
+          "ContextObjectValue": {
+            "Execution": {
+              "Id": "arn:<partition>:states:<region>:123456789012:execution:MyStateMachine:execution-name-12345",
+              "Input": {
+                "input-value": 0,
+                "message": "test data",
+                "values": [
+                  "charizard",
+                  "pikachu",
+                  "bulbasaur"
+                ]
+              },
+              "Name": "execution-name-12345",
+              "RoleArn": "arn:<partition>:iam::123456789012:role/StepFunctionsRole",
+              "StartTime": "date"
+            },
+            "State": {
+              "EnteredTime": "date",
+              "Name": "MyTaskState",
+              "RetryCount": 0
+            },
+            "StateMachine": {
+              "Id": "arn:<partition>:states:<region>:123456789012:stateMachine:MyStateMachine",
+              "Name": "MyStateMachine"
+            }
+          },
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+              "charizard",
+              "pikachu",
+              "bulbasaur"
+            ]
+          }
+        },
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+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
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+    "recorded-date": "25-11-2025, 15:42:46",
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+            ]
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+              "charizard",
+              "pikachu",
+              "bulbasaur"
+            ]
+          }
+        },
+        "status": "SUCCEEDED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py::TestStateContextObject::test_state_task_context_object[EXECUTION_INPUT_VALUES]": {
+    "recorded-date": "25-11-2025, 15:43:01",
+    "recorded-content": {
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+                }
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+          },
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+            ],
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+                "charizard",
+                "pikachu",
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+              ]
+            }
+          },
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+              "charizard",
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+              "bulbasaur"
+            ],
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+              "pokemon": [
+                "charizard",
+                "pikachu",
+                "bulbasaur"
+              ]
+            }
+          },
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+            "Payload": {
+              "input-value": 0
+            }
+          },
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+            "pokemon": [
+              "charizard",
+              "pikachu",
+              "bulbasaur"
+            ]
+          }
+        },
+        "output": {
+          "ContextObjectValue": [
+            "charizard",
+            "pikachu",
+            "bulbasaur"
+          ],
+          "LambdaOutput": {
+            "pokemon": [
+              "charizard",
+              "pikachu",
+              "bulbasaur"
+            ]
+          }
+        },
+        "status": "SUCCEEDED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py::TestStateContextObject::test_state_wait_task_context_object": {
+    "recorded-date": "25-11-2025, 15:43:16",
+    "recorded-content": {
+      "test_case_response": {
+        "inspectionData": {
+          "afterInputPath": {},
+          "afterParameters": {
+            "QueueUrl": "https://sqs.us-east-2.amazonaws.com/123456789012/myQueue",
+            "MessageBody": {
+              "Message": "Hello from Step Functions!",
+              "TaskToken": "abcd123"
+            }
+          },
+          "afterResultPath": {
+            "SQS": {
+              "pokemon": [
+                "charizard",
+                "pikachu",
+                "bulbasaur"
+              ]
+            }
+          },
+          "afterResultSelector": {
+            "pokemon": [
+              "charizard",
+              "pikachu",
+              "bulbasaur"
+            ]
+          },
+          "input": {},
+          "result": {
+            "pokemon": [
+              "charizard",
+              "pikachu",
+              "bulbasaur"
+            ]
+          }
+        },
+        "nextState": "NEXT_STATE",
+        "output": {
+          "SQS": {
+            "pokemon": [
+              "charizard",
+              "pikachu",
+              "bulbasaur"
+            ]
+          }
+        },
+        "status": "SUCCEEDED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py::TestStateContextObject::test_state_map_context_object[ALL]": {
+    "recorded-date": "25-11-2025, 15:43:32",
+    "recorded-content": {
+      "test_case_response": {
+        "cause": "Reference path \"$\" must point to array.",
+        "error": "States.Runtime",
+        "inspectionData": {
+          "afterInputPath": "[\"fire\", \"electricity\", \"grass\"]",
+          "input": "[\"fire\", \"electricity\", \"grass\"]"
+        },
+        "status": "FAILED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py::TestStateContextObject::test_state_map_context_object[EXECUTION_INPUT]": {
+    "recorded-date": "25-11-2025, 15:43:46",
+    "recorded-content": {
+      "test_case_response": {
+        "cause": "Reference path \"$.Execution.Input\" must point to array.",
+        "error": "States.Runtime",
+        "inspectionData": {
+          "afterInputPath": "[\"fire\", \"electricity\", \"grass\"]",
+          "input": "[\"fire\", \"electricity\", \"grass\"]"
+        },
+        "status": "FAILED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py::TestStateContextObject::test_state_map_context_object[EXECUTION_INPUT_VALUES]": {
+    "recorded-date": "25-11-2025, 15:44:00",
+    "recorded-content": {
+      "test_case_response": {
+        "inspectionData": {
+          "afterInputPath": "[\"fire\", \"electricity\", \"grass\"]",
+          "afterItemsPath": "[\"charizard\", \"pikachu\", \"bulbasaur\"]",
+          "afterResultPath": "[\"CHARIZARD\", \"PIKACHU\", \"BULBASAUR\"]",
+          "afterResultSelector": "[\"CHARIZARD\", \"PIKACHU\", \"BULBASAUR\"]",
+          "input": "[\"fire\", \"electricity\", \"grass\"]",
+          "maxConcurrency": 1
+        },
+        "output": "[\"CHARIZARD\", \"PIKACHU\", \"BULBASAUR\"]",
+        "status": "SUCCEEDED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py::TestStateContextObject::test_state_context_object_invalid_states[TOKEN_TASK_NOT_SYNC]": {
+    "recorded-date": "27-11-2025, 11:37:01",
+    "recorded-content": {
+      "exception": {
+        "exception_typename": "ValidationException",
+        "exception_value": "An error occurred (ValidationException) when calling the TestState operation: Invalid Context object provided: Context object contains 'Task' when state is not a Task state with a '.sync' or '.waitForTaskToken' service integration pattern"
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py::TestStateContextObject::test_state_context_object_invalid_states[INVALID_STATE_PASS]": {
+    "recorded-date": "27-11-2025, 11:37:16",
+    "recorded-content": {
+      "exception": {
+        "exception_typename": "ValidationException",
+        "exception_value": "An error occurred (ValidationException) when calling the TestState operation: State type 'Pass' is not supported when a mock is specified"
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py::TestStateContextObject::test_state_context_object_validation_failures[INVALID_EXECUTION_ID_TYPE]": {
+    "recorded-date": "25-11-2025, 15:44:46",
+    "recorded-content": {
+      "exception": {
+        "exception_typename": "ValidationException",
+        "exception_value": "An error occurred (ValidationException) when calling the TestState operation: Invalid Context object provided: Execution.Id must be a string"
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py::TestStateContextObject::test_state_context_object_validation_failures[INVALID_MAP]": {
+    "recorded-date": "25-11-2025, 15:45:02",
+    "recorded-content": {
+      "exception": {
+        "exception_typename": "ValidationException",
+        "exception_value": "An error occurred (ValidationException) when calling the TestState operation: Invalid Context object provided: 'Map' field is not supported when mocking a Context object"
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py::TestStateContextObject::test_state_context_object_validation_failures[INVALID_EXECUTION_FIELD]": {
+    "recorded-date": "25-11-2025, 15:45:16",
+    "recorded-content": {
+      "exception": {
+        "exception_typename": "ValidationException",
+        "exception_value": "An error occurred (ValidationException) when calling the TestState operation: Invalid Context object provided: Field 'pokemon' is not allowed"
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py::TestStateContextObject::test_state_context_object_validation_failures[INVALID_FIELD]": {
+    "recorded-date": "25-11-2025, 15:45:32",
+    "recorded-content": {
+      "exception": {
+        "exception_typename": "ValidationException",
+        "exception_value": "An error occurred (ValidationException) when calling the TestState operation: Invalid Context object provided: Field 'Pokedex' is not allowed"
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py::TestStateContextObject::test_state_context_object_edge_cases[EMPTY_OBJECTS]": {
+    "recorded-date": "25-11-2025, 15:46:04",
+    "recorded-content": {
+      "test_case_response": {
+        "inspectionData": {
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+            "Payload": {
+              "input-value": 0
+            }
+          },
+          "afterParameters": {
+            "Payload": {
+              "Input": {
+                "FunctionName": "lambda_function_name",
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+                  "input-value": 0
+                }
+              }
+            },
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+          },
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+              "pokemon": "pikachu"
+            }
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+            "LambdaOutput": {
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+            }
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+            "Payload": {
+              "input-value": 0
+            }
+          },
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+          }
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+            "State": {},
+            "StateMachine": {}
+          },
+          "LambdaOutput": {
+            "pokemon": "pikachu"
+          }
+        },
+        "status": "SUCCEEDED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py::TestStateContextObject::test_state_context_object_edge_cases[EMPTY]": {
+    "recorded-date": "25-11-2025, 15:46:18",
+    "recorded-content": {
+      "test_case_response": {
+        "inspectionData": {
+          "afterInputPath": {
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+            "Payload": {
+              "input-value": 0
+            }
+          },
+          "afterParameters": {
+            "Payload": {
+              "Input": {
+                "FunctionName": "lambda_function_name",
+                "Payload": {
+                  "input-value": 0
+                }
+              }
+            },
+            "FunctionName": "lambda_function_name"
+          },
+          "afterResultPath": {
+            "ContextObjectValue": {},
+            "LambdaOutput": {
+              "pokemon": "pikachu"
+            }
+          },
+          "afterResultSelector": {
+            "ContextObjectValue": {},
+            "LambdaOutput": {
+              "pokemon": "pikachu"
+            }
+          },
+          "input": {
+            "FunctionName": "lambda_function_name",
+            "Payload": {
+              "input-value": 0
+            }
+          },
+          "result": {
+            "pokemon": "pikachu"
+          }
+        },
+        "output": {
+          "ContextObjectValue": {},
+          "LambdaOutput": {
+            "pokemon": "pikachu"
+          }
+        },
+        "status": "SUCCEEDED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  }
+}
diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.validation.json b/tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.validation.json
new file mode 100644
index 0000000000000..e1ec26918694a
--- /dev/null
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.validation.json
@@ -0,0 +1,137 @@
+{
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py::TestStateContextObject::test_state_context_object_edge_cases[EMPTY]": {
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+  "tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py::TestStateContextObject::test_state_context_object_edge_cases[EMPTY_OBJECTS]": {
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+    }
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+  "tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py::TestStateContextObject::test_state_context_object_invalid_states[INVALID_STATE_PASS]": {
+    "last_validated_date": "2025-11-27T11:37:18+00:00",
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+      "total": 14.4
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py::TestStateContextObject::test_state_context_object_invalid_states[TOKEN_TASK_NOT_SYNC]": {
+    "last_validated_date": "2025-11-27T11:37:03+00:00",
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+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py::TestStateContextObject::test_state_context_object_validation_failures[INVALID_EXECUTION_FIELD]": {
+    "last_validated_date": "2025-11-25T15:45:18+00:00",
+    "durations_in_seconds": {
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+      "teardown": 1.66,
+      "total": 14.52
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py::TestStateContextObject::test_state_context_object_validation_failures[INVALID_EXECUTION_ID_TYPE]": {
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+  "tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py::TestStateContextObject::test_state_context_object_validation_failures[INVALID_FIELD]": {
+    "last_validated_date": "2025-11-25T15:45:34+00:00",
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+      "teardown": 1.76,
+      "total": 15.48
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py::TestStateContextObject::test_state_context_object_validation_failures[INVALID_MAP]": {
+    "last_validated_date": "2025-11-25T15:45:04+00:00",
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+      "teardown": 1.66,
+      "total": 15.67
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py::TestStateContextObject::test_state_map_context_object[ALL]": {
+    "last_validated_date": "2025-11-25T15:43:33+00:00",
+    "durations_in_seconds": {
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+      "total": 15.42
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py::TestStateContextObject::test_state_map_context_object[EXECUTION_INPUT]": {
+    "last_validated_date": "2025-11-25T15:43:48+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.71,
+      "teardown": 1.67,
+      "total": 14.38
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py::TestStateContextObject::test_state_map_context_object[EXECUTION_INPUT_VALUES]": {
+    "last_validated_date": "2025-11-25T15:44:02+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.59,
+      "teardown": 1.67,
+      "total": 14.26
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py::TestStateContextObject::test_state_task_context_object[ALL]": {
+    "last_validated_date": "2025-11-25T17:15:33+00:00",
+    "durations_in_seconds": {
+      "setup": 1.15,
+      "call": 15.79,
+      "teardown": 1.84,
+      "total": 18.78
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py::TestStateContextObject::test_state_task_context_object[EXECUTION_INPUT]": {
+    "last_validated_date": "2025-11-25T15:42:48+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.83,
+      "teardown": 1.8,
+      "total": 14.63
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py::TestStateContextObject::test_state_task_context_object[EXECUTION_INPUT_VALUES]": {
+    "last_validated_date": "2025-11-25T15:43:02+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.95,
+      "teardown": 1.69,
+      "total": 14.64
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py::TestStateContextObject::test_state_wait_task_context_object": {
+    "last_validated_date": "2025-11-25T15:43:18+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 13.82,
+      "teardown": 1.71,
+      "total": 15.53
+    }
+  }
+}
diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py b/tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py
new file mode 100644
index 0000000000000..3a72499053568
--- /dev/null
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py
@@ -0,0 +1,127 @@
+import json
+from typing import Any, Final
+
+import pytest
+
+from localstack.aws.api.stepfunctions import InspectionLevel
+from localstack.testing.pytest import markers
+from tests.aws.services.stepfunctions.templates.test_state.test_state_templates import (
+    TestStateMachineTemplate as TSMT,
+)
+
+TEST_STATE_NAME: Final[str] = "State0"
+
+HELLO_WORLD_INPUT = json.dumps({"Value": "HelloWorld"})
+
+MOCK_STATE_VALUE: dict[str, Any] = {"result": "__tbd__"}
+
+BASE_TEMPLATE_INPUT_BINDINGS: list[tuple[str, str, str]] = [
+    (TSMT.BASE_PASS_STATE_MACHINE, "State0", HELLO_WORLD_INPUT),
+    (TSMT.BASE_FAIL_STATE_MACHINE, "State0", HELLO_WORLD_INPUT),
+    (TSMT.BASE_MAP_STATE_MACHINE, "HandleItem", HELLO_WORLD_INPUT),
+]
+
+IDS_BASE_TEMPLATE_INPUT_BINDINGS: list[str] = [
+    "BASE_PASS_STATE_MACHINE",
+    "BASE_FAIL_STATE_MACHINE",
+    "BASE_MAP_STATE_MACHINE",
+]
+
+
+class TestStateMachineScenarios:
+    @markers.aws.validated
+    @pytest.mark.parametrize(
+        "tct_template,state_name,execution_input",
+        BASE_TEMPLATE_INPUT_BINDINGS,
+        ids=IDS_BASE_TEMPLATE_INPUT_BINDINGS,
+    )
+    @pytest.mark.parametrize(
+        "inspection_level", [InspectionLevel.INFO, InspectionLevel.DEBUG, InspectionLevel.TRACE]
+    )
+    def test_base_state_name(
+        self,
+        aws_client,
+        aws_client_no_sync_prefix,
+        create_state_machine_iam_role,
+        create_state_machine,
+        sfn_snapshot,
+        tct_template,
+        state_name,
+        execution_input,
+        inspection_level,
+    ):
+        sfn_role_arn = create_state_machine_iam_role(aws_client)
+
+        template = TSMT.load_sfn_template(tct_template)
+        definition = json.dumps(template)
+
+        test_case_response = aws_client_no_sync_prefix.stepfunctions.test_state(
+            stateName=state_name,
+            definition=definition,
+            roleArn=sfn_role_arn,
+            input=execution_input,
+            inspectionLevel=inspection_level,
+        )
+        sfn_snapshot.match("test_case_response", test_case_response)
+
+    @markers.aws.validated
+    @pytest.mark.parametrize("state_name", ["State0", "State1"])
+    @pytest.mark.parametrize(
+        "inspection_level", [InspectionLevel.INFO, InspectionLevel.DEBUG, InspectionLevel.TRACE]
+    )
+    def test_base_state_name_multi_state(
+        self,
+        aws_client,
+        aws_client_no_sync_prefix,
+        create_state_machine_iam_role,
+        create_state_machine,
+        sfn_snapshot,
+        state_name,
+        inspection_level,
+    ):
+        sfn_role_arn = create_state_machine_iam_role(aws_client)
+
+        template = TSMT.load_sfn_template(TSMT.BASE_MULTI_STATE_MACHINE)
+        definition = json.dumps(template)
+
+        test_case_response = aws_client_no_sync_prefix.stepfunctions.test_state(
+            stateName=state_name,
+            definition=definition,
+            roleArn=sfn_role_arn,
+            input=HELLO_WORLD_INPUT,
+            inspectionLevel=inspection_level,
+        )
+        sfn_snapshot.match("test_case_response", test_case_response)
+
+    @markers.aws.validated
+    @pytest.mark.parametrize(
+        "state_name",
+        ["dne", '"invalid"', ""],
+        ids=["dne", "invalid", "empty"],
+    )
+    def test_base_state_name_validation_failures(
+        self,
+        aws_client,
+        aws_client_no_sync_prefix,
+        create_state_machine_iam_role,
+        create_state_machine,
+        sfn_snapshot,
+        state_name,
+    ):
+        sfn_role_arn = create_state_machine_iam_role(aws_client)
+
+        template = TSMT.load_sfn_template(TSMT.BASE_PASS_STATE_MACHINE)
+        definition = json.dumps(template)
+
+        with pytest.raises(Exception) as ex:
+            aws_client_no_sync_prefix.stepfunctions.test_state(
+                stateName=state_name,
+                definition=definition,
+                roleArn=sfn_role_arn,
+                input=HELLO_WORLD_INPUT,
+                inspectionLevel=InspectionLevel.INFO,
+            )
+
+        sfn_snapshot.match(
+            "exception", {"exception_typename": ex.typename, "exception_value": ex.value}
+        )
diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.snapshot.json b/tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.snapshot.json
new file mode 100644
index 0000000000000..dbcd6a744bb11
--- /dev/null
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.snapshot.json
@@ -0,0 +1,349 @@
+{
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name[INFO-BASE_PASS_STATE_MACHINE]": {
+    "recorded-date": "14-11-2025, 13:22:06",
+    "recorded-content": {
+      "test_case_response": {
+        "output": {
+          "Value": "HelloWorld"
+        },
+        "status": "SUCCEEDED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name[INFO-BASE_FAIL_STATE_MACHINE]": {
+    "recorded-date": "14-11-2025, 13:22:21",
+    "recorded-content": {
+      "test_case_response": {
+        "cause": "This state machines raises a 'SomeFailure' failure.",
+        "error": "SomeFailure",
+        "status": "FAILED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name[DEBUG-BASE_PASS_STATE_MACHINE]": {
+    "recorded-date": "14-11-2025, 13:22:51",
+    "recorded-content": {
+      "test_case_response": {
+        "inspectionData": {
+          "afterInputPath": {
+            "Value": "HelloWorld"
+          },
+          "afterParameters": {
+            "Value": "HelloWorld"
+          },
+          "afterResultPath": {
+            "Value": "HelloWorld"
+          },
+          "afterResultSelector": {
+            "Value": "HelloWorld"
+          },
+          "input": {
+            "Value": "HelloWorld"
+          }
+        },
+        "output": {
+          "Value": "HelloWorld"
+        },
+        "status": "SUCCEEDED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name[DEBUG-BASE_FAIL_STATE_MACHINE]": {
+    "recorded-date": "14-11-2025, 13:23:06",
+    "recorded-content": {
+      "test_case_response": {
+        "cause": "This state machines raises a 'SomeFailure' failure.",
+        "error": "SomeFailure",
+        "inspectionData": {
+          "input": {
+            "Value": "HelloWorld"
+          }
+        },
+        "status": "FAILED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name[TRACE-BASE_PASS_STATE_MACHINE]": {
+    "recorded-date": "14-11-2025, 13:23:35",
+    "recorded-content": {
+      "test_case_response": {
+        "inspectionData": {
+          "afterInputPath": {
+            "Value": "HelloWorld"
+          },
+          "afterParameters": {
+            "Value": "HelloWorld"
+          },
+          "afterResultPath": {
+            "Value": "HelloWorld"
+          },
+          "afterResultSelector": {
+            "Value": "HelloWorld"
+          },
+          "input": {
+            "Value": "HelloWorld"
+          }
+        },
+        "output": {
+          "Value": "HelloWorld"
+        },
+        "status": "SUCCEEDED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name[TRACE-BASE_FAIL_STATE_MACHINE]": {
+    "recorded-date": "14-11-2025, 13:23:49",
+    "recorded-content": {
+      "test_case_response": {
+        "cause": "This state machines raises a 'SomeFailure' failure.",
+        "error": "SomeFailure",
+        "inspectionData": {
+          "input": {
+            "Value": "HelloWorld"
+          }
+        },
+        "status": "FAILED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name_multi_state[INFO-State0]": {
+    "recorded-date": "14-11-2025, 13:11:27",
+    "recorded-content": {
+      "test_case_response": {
+        "nextState": "State1",
+        "output": {
+          "Value": "HelloWorld"
+        },
+        "status": "SUCCEEDED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name_multi_state[INFO-State1]": {
+    "recorded-date": "14-11-2025, 13:11:43",
+    "recorded-content": {
+      "test_case_response": {
+        "cause": "This state machines raises a 'SomeFailure' failure.",
+        "error": "SomeFailure",
+        "status": "FAILED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name_multi_state[DEBUG-State0]": {
+    "recorded-date": "14-11-2025, 13:11:58",
+    "recorded-content": {
+      "test_case_response": {
+        "inspectionData": {
+          "input": {
+            "Value": "HelloWorld"
+          }
+        },
+        "nextState": "State1",
+        "output": {
+          "Value": "HelloWorld"
+        },
+        "status": "SUCCEEDED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name_multi_state[DEBUG-State1]": {
+    "recorded-date": "14-11-2025, 13:12:12",
+    "recorded-content": {
+      "test_case_response": {
+        "cause": "This state machines raises a 'SomeFailure' failure.",
+        "error": "SomeFailure",
+        "inspectionData": {
+          "input": {
+            "Value": "HelloWorld"
+          }
+        },
+        "status": "FAILED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name_multi_state[TRACE-State0]": {
+    "recorded-date": "14-11-2025, 13:12:27",
+    "recorded-content": {
+      "test_case_response": {
+        "inspectionData": {
+          "input": {
+            "Value": "HelloWorld"
+          }
+        },
+        "nextState": "State1",
+        "output": {
+          "Value": "HelloWorld"
+        },
+        "status": "SUCCEEDED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name_multi_state[TRACE-State1]": {
+    "recorded-date": "14-11-2025, 13:12:42",
+    "recorded-content": {
+      "test_case_response": {
+        "cause": "This state machines raises a 'SomeFailure' failure.",
+        "error": "SomeFailure",
+        "inspectionData": {
+          "input": {
+            "Value": "HelloWorld"
+          }
+        },
+        "status": "FAILED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name_validation_failures[dne]": {
+    "recorded-date": "29-10-2025, 11:53:42",
+    "recorded-content": {
+      "exception": {
+        "exception_typename": "ValidationException",
+        "exception_value": "An error occurred (ValidationException) when calling the TestState operation: State not found in definition"
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name_validation_failures[invalid]": {
+    "recorded-date": "29-10-2025, 11:53:57",
+    "recorded-content": {
+      "exception": {
+        "exception_typename": "ValidationException",
+        "exception_value": "An error occurred (ValidationException) when calling the TestState operation: State not found in definition"
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name_validation_failures[empty]": {
+    "recorded-date": "29-10-2025, 11:54:11",
+    "recorded-content": {
+      "exception": {
+        "exception_typename": "ParamValidationError",
+        "exception_value": "Parameter validation failed:\nInvalid length for parameter stateName, value: 0, valid min length: 1"
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name[INFO-BASE_MAP_STATE_MACHINE]": {
+    "recorded-date": "14-11-2025, 13:22:36",
+    "recorded-content": {
+      "test_case_response": {
+        "output": {
+          "Value": "HelloWorld"
+        },
+        "status": "SUCCEEDED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name[DEBUG-BASE_MAP_STATE_MACHINE]": {
+    "recorded-date": "14-11-2025, 13:23:20",
+    "recorded-content": {
+      "test_case_response": {
+        "inspectionData": {
+          "afterInputPath": {
+            "Value": "HelloWorld"
+          },
+          "afterParameters": {
+            "Value": "HelloWorld"
+          },
+          "afterResultPath": {
+            "Value": "HelloWorld"
+          },
+          "afterResultSelector": {
+            "Value": "HelloWorld"
+          },
+          "input": {
+            "Value": "HelloWorld"
+          }
+        },
+        "output": {
+          "Value": "HelloWorld"
+        },
+        "status": "SUCCEEDED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name[TRACE-BASE_MAP_STATE_MACHINE]": {
+    "recorded-date": "14-11-2025, 13:24:04",
+    "recorded-content": {
+      "test_case_response": {
+        "inspectionData": {
+          "afterInputPath": {
+            "Value": "HelloWorld"
+          },
+          "afterParameters": {
+            "Value": "HelloWorld"
+          },
+          "afterResultPath": {
+            "Value": "HelloWorld"
+          },
+          "afterResultSelector": {
+            "Value": "HelloWorld"
+          },
+          "input": {
+            "Value": "HelloWorld"
+          }
+        },
+        "output": {
+          "Value": "HelloWorld"
+        },
+        "status": "SUCCEEDED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  }
+}
diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.validation.json b/tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.validation.json
new file mode 100644
index 0000000000000..af54b5efd1e10
--- /dev/null
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.validation.json
@@ -0,0 +1,164 @@
+{
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name[DEBUG-BASE_FAIL_STATE_MACHINE]": {
+    "last_validated_date": "2025-11-14T13:23:08+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 13.31,
+      "teardown": 1.67,
+      "total": 14.98
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name[DEBUG-BASE_MAP_STATE_MACHINE]": {
+    "last_validated_date": "2025-11-14T13:23:22+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.79,
+      "teardown": 1.82,
+      "total": 14.61
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name[DEBUG-BASE_PASS_STATE_MACHINE]": {
+    "last_validated_date": "2025-11-14T13:22:53+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 13.14,
+      "teardown": 1.77,
+      "total": 14.91
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name[INFO-BASE_FAIL_STATE_MACHINE]": {
+    "last_validated_date": "2025-11-14T13:22:23+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 13.88,
+      "teardown": 1.78,
+      "total": 15.66
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name[INFO-BASE_MAP_STATE_MACHINE]": {
+    "last_validated_date": "2025-11-14T13:22:38+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.87,
+      "teardown": 1.79,
+      "total": 14.66
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name[INFO-BASE_PASS_STATE_MACHINE]": {
+    "last_validated_date": "2025-11-14T13:22:07+00:00",
+    "durations_in_seconds": {
+      "setup": 1.25,
+      "call": 15.38,
+      "teardown": 1.68,
+      "total": 18.31
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name[TRACE-BASE_FAIL_STATE_MACHINE]": {
+    "last_validated_date": "2025-11-14T13:23:51+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.61,
+      "teardown": 1.74,
+      "total": 14.35
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name[TRACE-BASE_MAP_STATE_MACHINE]": {
+    "last_validated_date": "2025-11-14T13:24:06+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 13.4,
+      "teardown": 1.96,
+      "total": 15.36
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name[TRACE-BASE_PASS_STATE_MACHINE]": {
+    "last_validated_date": "2025-11-14T13:23:37+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.57,
+      "teardown": 1.79,
+      "total": 14.36
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name_multi_state[DEBUG-State0]": {
+    "last_validated_date": "2025-11-14T13:11:59+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.81,
+      "teardown": 1.76,
+      "total": 14.57
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name_multi_state[DEBUG-State1]": {
+    "last_validated_date": "2025-11-14T13:12:14+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.58,
+      "teardown": 1.73,
+      "total": 14.31
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name_multi_state[INFO-State0]": {
+    "last_validated_date": "2025-11-14T13:11:29+00:00",
+    "durations_in_seconds": {
+      "setup": 1.38,
+      "call": 15.31,
+      "teardown": 2.03,
+      "total": 18.72
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name_multi_state[INFO-State1]": {
+    "last_validated_date": "2025-11-14T13:11:45+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 13.84,
+      "teardown": 1.71,
+      "total": 15.55
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name_multi_state[TRACE-State0]": {
+    "last_validated_date": "2025-11-17T14:39:43+00:00",
+    "durations_in_seconds": {
+      "setup": 1.36,
+      "call": 15.38,
+      "teardown": 1.88,
+      "total": 18.62
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name_multi_state[TRACE-State1]": {
+    "last_validated_date": "2025-11-14T13:12:44+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 13.17,
+      "teardown": 2.04,
+      "total": 15.21
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name_validation_failures[dne]": {
+    "last_validated_date": "2025-11-04T10:59:39+00:00",
+    "durations_in_seconds": {
+      "setup": 1.07,
+      "call": 15.33,
+      "teardown": 1.88,
+      "total": 18.28
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name_validation_failures[empty]": {
+    "last_validated_date": "2025-11-04T10:55:17+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 13.47,
+      "teardown": 1.66,
+      "total": 15.13
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name_validation_failures[invalid]": {
+    "last_validated_date": "2025-10-29T11:53:58+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.67,
+      "teardown": 1.91,
+      "total": 14.58
+    }
+  }
+}
diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py b/tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py
new file mode 100644
index 0000000000000..90ecaa69ce222
--- /dev/null
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py
@@ -0,0 +1,232 @@
+import json
+from datetime import datetime
+
+import pytest
+from localstack_snapshot.snapshots.transformer import JsonpathTransformer, RegexTransformer
+
+from localstack.aws.api.stepfunctions import InspectionLevel
+from localstack.testing.pytest import markers
+from localstack.utils.aws import arns
+from localstack.utils.strings import long_uid, md5, short_uid
+from tests.aws.services.stepfunctions.templates.test_state.test_state_templates import (
+    TestStateTemplate as TST,
+)
+
+
+class TestStateMockScenarios:
+    @markers.aws.validated
+    def test_base_lambda_service_task_mock_is_not_json_string(
+        self,
+        aws_client,
+        aws_client_no_sync_prefix,
+        create_state_machine_iam_role,
+        sfn_snapshot,
+    ):
+        function_name = f"lambda_func_{short_uid()}"
+        sfn_snapshot.add_transformer(RegexTransformer(function_name, "<lambda_function_name>"))
+
+        template = TST.load_sfn_template(TST.BASE_LAMBDA_SERVICE_TASK_STATE)
+        definition = json.dumps(template)
+        exec_input = json.dumps({"FunctionName": function_name, "Payload": None})
+        mock = {
+            "result": "not JSON string",
+            "fieldValidationMode": "NONE",  # the result must be a valid JSON string even if field validation mode is NONE
+        }
+        sfn_role_arn = create_state_machine_iam_role(aws_client)
+
+        with pytest.raises(aws_client.stepfunctions.exceptions.ValidationException) as e:
+            aws_client_no_sync_prefix.stepfunctions.test_state(
+                definition=definition,
+                roleArn=sfn_role_arn,
+                input=exec_input,
+                inspectionLevel=InspectionLevel.INFO,
+                mock=mock,
+            )
+        sfn_snapshot.match("validation-exception", e.value.response)
+
+    @markers.aws.validated
+    def test_base_lambda_service_task_mock_success(
+        self,
+        aws_client,
+        aws_client_no_sync_prefix,
+        create_state_machine_iam_role,
+        sfn_snapshot,
+    ):
+        function_name = f"lambda_func_{short_uid()}"
+        sfn_snapshot.add_transformer(RegexTransformer(function_name, "<lambda_function_name>"))
+
+        template = TST.load_sfn_template(TST.BASE_LAMBDA_SERVICE_TASK_STATE)
+        definition = json.dumps(template)
+        exec_input = json.dumps({"FunctionName": function_name, "Payload": None})
+        result = {
+            # Lambda API spec requires response payload to be a string.
+            # However, when not mocked, optimized lambda task output is a JSON.
+            # TODO Clarify whether such transformation is supposed to happen in TestState call as well or there is a caveat.
+            "Payload": "function output",
+            "SdkHttpMetadata": {"HttpStatusCode": 200},
+        }
+        mock = {"result": json.dumps(result)}
+        sfn_role_arn = create_state_machine_iam_role(aws_client)
+
+        test_case_response = aws_client_no_sync_prefix.stepfunctions.test_state(
+            definition=definition,
+            roleArn=sfn_role_arn,
+            input=exec_input,
+            inspectionLevel=InspectionLevel.INFO,
+            mock=mock,
+        )
+        sfn_snapshot.match("test_case_response", test_case_response)
+
+    DYNAMODB_TEMPLATES = [
+        pytest.param(TST.BASE_DYNAMODB_SERVICE_TASK_STATE, id="base"),
+        pytest.param(TST.IO_DYNAMODB_SERVICE_TASK_STATE, id="io"),
+        pytest.param(TST.IO_OUTPUT_PATH_DYNAMODB_SERVICE_TASK_STATE, id="io_output_path"),
+    ]
+
+    @markers.aws.validated
+    @pytest.mark.parametrize("template_path", DYNAMODB_TEMPLATES)
+    def test_io_dynamodb_service_task_mock_success(
+        self,
+        aws_client,
+        aws_client_no_sync_prefix,
+        create_state_machine_iam_role,
+        sfn_snapshot,
+        template_path,
+    ):
+        table_name = f"sfn_test_table_{short_uid()}"
+        sfn_snapshot.add_transformer(RegexTransformer(table_name, "<table_name>"))
+
+        template = TST.load_sfn_template(template_path)
+        definition = json.dumps(template)
+        exec_input = json.dumps(
+            {
+                "TableName": table_name,
+                "Item": {"data": {"S": "HelloWorld"}, "id": {"S": "id1"}},
+            }
+        )
+        result = {"SdkHttpMetadata": {"HttpStatusCode": 200}}
+        mock = {"result": json.dumps(result)}
+        sfn_role_arn = create_state_machine_iam_role(aws_client)
+
+        test_case_response = aws_client_no_sync_prefix.stepfunctions.test_state(
+            definition=definition,
+            roleArn=sfn_role_arn,
+            input=exec_input,
+            inspectionLevel=InspectionLevel.INFO,
+            mock=mock,
+        )
+        sfn_snapshot.match("test_case_response", test_case_response)
+
+    @markers.aws.validated
+    def test_put_events_mock_success(
+        self,
+        aws_client,
+        aws_client_no_sync_prefix,
+        create_state_machine_iam_role,
+        sfn_snapshot,
+    ):
+        template = TST.load_sfn_template(TST.BASE_EVENTS_PUT_EVENTS_TASK_STATE)
+        definition = json.dumps(template)
+
+        entries = [
+            {
+                "Detail": "detail",
+                "DetailType": "detail_type",
+                "Source": "source",
+            },
+        ]
+        exec_input = json.dumps({"Entries": entries})
+
+        result = {"Entries": [{"EventId": long_uid()}]}
+        mock = {"result": json.dumps(result)}
+
+        sfn_role_arn = create_state_machine_iam_role(aws_client)
+
+        test_case_response = aws_client_no_sync_prefix.stepfunctions.test_state(
+            definition=definition,
+            roleArn=sfn_role_arn,
+            input=exec_input,
+            inspectionLevel=InspectionLevel.INFO,
+            mock=mock,
+        )
+        sfn_snapshot.match("test_case_response", test_case_response)
+
+    @markers.aws.validated
+    def test_send_sqs_message_success(
+        self,
+        aws_client,
+        aws_client_no_sync_prefix,
+        create_state_machine_iam_role,
+        sfn_snapshot,
+    ):
+        template = TST.load_sfn_template(TST.BASE_SQS_SEND_MESSAGE_TASK_STATE)
+        definition = json.dumps(template)
+
+        message_body = "message_body"
+        md5_of_message_body = md5(message_body)
+        sfn_snapshot.add_transformer(RegexTransformer(md5_of_message_body, "<md5_of_message_body>"))
+
+        exec_input = json.dumps({"QueueUrl": "queue_url", "MessageBody": message_body})
+        result = {"MD5OfMessageBody": md5_of_message_body, "MessageId": long_uid()}
+        mock = {"result": json.dumps(result)}
+        sfn_role_arn = create_state_machine_iam_role(aws_client)
+
+        test_case_response = aws_client_no_sync_prefix.stepfunctions.test_state(
+            definition=definition,
+            roleArn=sfn_role_arn,
+            input=exec_input,
+            inspectionLevel=InspectionLevel.INFO,
+            mock=mock,
+        )
+        sfn_snapshot.match("test_case_response", test_case_response)
+
+    @markers.aws.validated
+    def test_sfn_start_execution_success(
+        self,
+        aws_client,
+        aws_client_no_sync_prefix,
+        create_state_machine_iam_role,
+        account_id,
+        region_name,
+        sfn_snapshot,
+    ):
+        sfn_snapshot.add_transformer(
+            JsonpathTransformer(
+                jsonpath="$..output..StartDate",
+                replacement="start-date",
+                replace_reference=False,
+            )
+        )
+
+        template = TST.load_sfn_template(TST.BASE_SFN_START_EXECUTION_TASK_STATE)
+        definition = json.dumps(template)
+
+        target_state_machine_arn = arns.stepfunctions_state_machine_arn(
+            name="TargetStateMachine", account_id=account_id, region_name=region_name
+        )
+
+        target_execution_name = "TestStartTarget"
+        target_execution_arn = arns.stepfunctions_standard_execution_arn(
+            target_state_machine_arn, target_execution_name
+        )
+
+        exec_input = json.dumps(
+            {
+                "stateMachineArn": target_state_machine_arn,
+                "targetInput": None,
+                "name": target_execution_name,
+            }
+        )
+
+        result = {"ExecutionArn": target_execution_arn, "StartDate": datetime.now().isoformat()}
+        mock = {"result": json.dumps(result)}
+        sfn_role_arn = create_state_machine_iam_role(aws_client)
+
+        test_case_response = aws_client_no_sync_prefix.stepfunctions.test_state(
+            definition=definition,
+            roleArn=sfn_role_arn,
+            input=exec_input,
+            inspectionLevel=InspectionLevel.INFO,
+            mock=mock,
+        )
+        sfn_snapshot.match("test_case_response", test_case_response)
diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.snapshot.json b/tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.snapshot.json
new file mode 100644
index 0000000000000..bff79547489f4
--- /dev/null
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.snapshot.json
@@ -0,0 +1,151 @@
+{
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py::TestStateMockScenarios::test_base_lambda_service_task_mock_success": {
+    "recorded-date": "24-11-2025, 23:40:28",
+    "recorded-content": {
+      "test_case_response": {
+        "output": {
+          "Payload": "function output",
+          "SdkHttpMetadata": {
+            "HttpStatusCode": 200
+          }
+        },
+        "status": "SUCCEEDED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py::TestStateMockScenarios::test_io_dynamodb_service_task_mock_success[base]": {
+    "recorded-date": "24-11-2025, 23:40:46",
+    "recorded-content": {
+      "test_case_response": {
+        "output": {
+          "SdkHttpMetadata": {
+            "HttpStatusCode": 200
+          }
+        },
+        "status": "SUCCEEDED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py::TestStateMockScenarios::test_io_dynamodb_service_task_mock_success[io]": {
+    "recorded-date": "24-11-2025, 23:41:00",
+    "recorded-content": {
+      "test_case_response": {
+        "output": {
+          "TableName": "<table_name>",
+          "Item": {
+            "data": {
+              "S": "HelloWorld"
+            },
+            "id": {
+              "S": "id1"
+            }
+          },
+          "putItemOutput": {
+            "SdkHttpMetadata": {
+              "HttpStatusCode": 200
+            }
+          }
+        },
+        "status": "SUCCEEDED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py::TestStateMockScenarios::test_io_dynamodb_service_task_mock_success[io_output_path]": {
+    "recorded-date": "24-11-2025, 23:41:14",
+    "recorded-content": {
+      "test_case_response": {
+        "output": {
+          "SdkHttpMetadata": {
+            "HttpStatusCode": 200
+          }
+        },
+        "status": "SUCCEEDED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py::TestStateMockScenarios::test_put_events_mock_success": {
+    "recorded-date": "24-11-2025, 23:41:28",
+    "recorded-content": {
+      "test_case_response": {
+        "output": {
+          "Entries": [
+            {
+              "EventId": "<uuid:1>"
+            }
+          ]
+        },
+        "status": "SUCCEEDED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py::TestStateMockScenarios::test_send_sqs_message_success": {
+    "recorded-date": "24-11-2025, 23:41:42",
+    "recorded-content": {
+      "test_case_response": {
+        "output": {
+          "MD5OfMessageBody": "<md5_of_message_body>",
+          "MessageId": "<uuid:1>"
+        },
+        "status": "SUCCEEDED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py::TestStateMockScenarios::test_sfn_start_execution_success": {
+    "recorded-date": "25-11-2025, 00:48:49",
+    "recorded-content": {
+      "test_case_response": {
+        "output": {
+          "targetExecutionResult": {
+            "ExecutionArn": "arn:<partition>:states:<region>:111111111111:execution:TargetStateMachine:TestStartTarget",
+            "StartDate": "start-date"
+          }
+        },
+        "status": "SUCCEEDED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py::TestStateMockScenarios::test_base_lambda_service_task_mock_is_not_json_string": {
+    "recorded-date": "26-11-2025, 16:28:54",
+    "recorded-content": {
+      "validation-exception": {
+        "Error": {
+          "Code": "ValidationException",
+          "Message": "Mocked result must be valid JSON"
+        },
+        "message": "Mocked result must be valid JSON",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  }
+}
diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.validation.json b/tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.validation.json
new file mode 100644
index 0000000000000..d58aa32234f18
--- /dev/null
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.validation.json
@@ -0,0 +1,74 @@
+{
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py::TestStateMockScenarios::test_base_lambda_service_task_mock_is_not_json_string": {
+    "last_validated_date": "2025-11-26T16:40:57+00:00",
+    "durations_in_seconds": {
+      "setup": 0.51,
+      "call": 14.36,
+      "teardown": 1.15,
+      "total": 16.02
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py::TestStateMockScenarios::test_base_lambda_service_task_mock_success": {
+    "last_validated_date": "2025-11-24T23:40:29+00:00",
+    "durations_in_seconds": {
+      "setup": 0.52,
+      "call": 13.09,
+      "teardown": 1.02,
+      "total": 14.63
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py::TestStateMockScenarios::test_io_dynamodb_service_task_mock_success[base]": {
+    "last_validated_date": "2025-11-24T23:40:48+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 17.82,
+      "teardown": 1.25,
+      "total": 19.07
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py::TestStateMockScenarios::test_io_dynamodb_service_task_mock_success[io]": {
+    "last_validated_date": "2025-11-24T23:41:01+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.05,
+      "teardown": 1.04,
+      "total": 13.09
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py::TestStateMockScenarios::test_io_dynamodb_service_task_mock_success[io_output_path]": {
+    "last_validated_date": "2025-11-24T23:41:15+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 13.1,
+      "teardown": 0.98,
+      "total": 14.08
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py::TestStateMockScenarios::test_put_events_mock_success": {
+    "last_validated_date": "2025-11-24T23:41:29+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.84,
+      "teardown": 1.08,
+      "total": 13.92
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py::TestStateMockScenarios::test_send_sqs_message_success": {
+    "last_validated_date": "2025-11-24T23:41:43+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.82,
+      "teardown": 0.97,
+      "total": 13.79
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py::TestStateMockScenarios::test_sfn_start_execution_success": {
+    "last_validated_date": "2025-11-25T00:48:50+00:00",
+    "durations_in_seconds": {
+      "setup": 0.51,
+      "call": 12.93,
+      "teardown": 0.94,
+      "total": 14.38
+    }
+  }
+}
diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py b/tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py
index facf99bd57c7a..00ac5395e01cd 100644
--- a/tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py
@@ -7,9 +7,15 @@
 from localstack.aws.api.stepfunctions import InspectionLevel
 from localstack.testing.pytest import markers
 from localstack.utils.strings import short_uid
+from tests.aws.services.stepfunctions.templates.evaluatejsonata.evaluate_jsonata_templates import (
+    EvaluateJsonataTemplate as EJT,
+)
 from tests.aws.services.stepfunctions.templates.services.services_templates import (
     ServicesTemplates as ST,
 )
+from tests.aws.services.stepfunctions.templates.test_state.test_state_templates import (
+    TestStateMachineTemplate as TSMT,
+)
 from tests.aws.services.stepfunctions.templates.test_state.test_state_templates import (
     TestStateTemplate as TST,
 )
@@ -22,6 +28,7 @@
     }
 )
 BASE_CHOICE_STATE_INPUT = json.dumps({"type": "Private", "value": 22})
+BASE_MAP_STATE_INPUT = json.dumps({"Values": [1, 2, 3]})
 
 BASE_TEMPLATE_INPUT_BINDINGS: list[tuple[str, str]] = [
     (TST.BASE_PASS_STATE, HELLO_WORLD_INPUT),
@@ -83,17 +90,6 @@ def test_base_inspection_level_info(
         sfn_snapshot.match("test_case_response", test_case_response)
 
     @markers.aws.validated
-    @markers.snapshot.skip_snapshot_verify(
-        paths=[
-            # Unknown generalisable behaviour by AWS leads to the outputting of undeclared and
-            # unsupported state modifiers. Such as ResultSelector, which is neither defined in
-            # this Pass state, nor supported by Pass states.
-            "$..inspectionData.afterInputPath",
-            "$..inspectionData.afterParameters",
-            "$..inspectionData.afterResultPath",
-            "$..inspectionData.afterResultSelector",
-        ]
-    )
     @pytest.mark.parametrize(
         "tct_template,execution_input",
         BASE_TEMPLATE_INPUT_BINDINGS,
@@ -123,17 +119,6 @@ def test_base_inspection_level_debug(
         sfn_snapshot.match("test_case_response", test_case_response)
 
     @markers.aws.validated
-    @markers.snapshot.skip_snapshot_verify(
-        paths=[
-            # Unknown generalisable behaviour by AWS leads to the outputting of undeclared and
-            # unsupported state modifiers. Such as ResultSelector, which is neither defined in
-            # this Pass state, nor supported by Pass states.
-            "$..inspectionData.afterInputPath",
-            "$..inspectionData.afterParameters",
-            "$..inspectionData.afterResultPath",
-            "$..inspectionData.afterResultSelector",
-        ]
-    )
     @pytest.mark.parametrize(
         "tct_template,execution_input",
         BASE_TEMPLATE_INPUT_BINDINGS,
@@ -163,16 +148,6 @@ def test_base_inspection_level_trace(
         sfn_snapshot.match("test_case_response", test_case_response)
 
     @markers.aws.validated
-    @markers.snapshot.skip_snapshot_verify(
-        paths=[
-            # Unknown generalisable behaviour by AWS leads to the outputting of undeclared and
-            # unsupported state modifiers.
-            "$..inspectionData.afterInputPath",
-            "$..inspectionData.afterParameters",
-            "$..inspectionData.afterResultPath",
-            "$..inspectionData.afterResultSelector",
-        ]
-    )
     @pytest.mark.parametrize(
         "inspection_level", [InspectionLevel.INFO, InspectionLevel.DEBUG, InspectionLevel.TRACE]
     )
@@ -209,14 +184,6 @@ def test_base_lambda_task_state(
         sfn_snapshot.match("test_case_response", test_case_response)
 
     @markers.aws.validated
-    @markers.snapshot.skip_snapshot_verify(
-        paths=[
-            # Unknown generalisable behaviour by AWS leads to the outputting of undeclared state modifiers.
-            "$..inspectionData.afterInputPath",
-            "$..inspectionData.afterResultPath",
-            "$..inspectionData.afterResultSelector",
-        ]
-    )
     @pytest.mark.parametrize(
         "inspection_level", [InspectionLevel.INFO, InspectionLevel.DEBUG, InspectionLevel.TRACE]
     )
@@ -250,3 +217,180 @@ def test_base_lambda_service_task_state(
             inspectionLevel=inspection_level,
         )
         sfn_snapshot.match("test_case_response", test_case_response)
+
+    @markers.aws.validated
+    @pytest.mark.parametrize(
+        "inspection_level", [InspectionLevel.INFO, InspectionLevel.DEBUG, InspectionLevel.TRACE]
+    )
+    @pytest.mark.parametrize(
+        "expression_dict",
+        [
+            {"MaxConcurrency": EJT.JSONATA_NUMBER_EXPRESSION},
+            {"ToleratedFailurePercentage": EJT.JSONATA_NUMBER_EXPRESSION},
+            {"ToleratedFailureCount": EJT.JSONATA_NUMBER_EXPRESSION},
+        ],
+        ids=[
+            "MAX_CONCURRENCY",
+            "TOLERATED_FAILURE_PERCENTAGE",
+            "TOLERATED_FAILURE_COUNT",
+        ],
+    )
+    def test_base_map_state_inspect(
+        self,
+        aws_client,
+        aws_client_no_sync_prefix,
+        create_state_machine_iam_role,
+        sfn_snapshot,
+        expression_dict,
+        inspection_level,
+    ):
+        sfn_snapshot.add_transformer(sfn_snapshot.transform.resource_name())
+
+        sfn_role_arn = create_state_machine_iam_role(aws_client)
+        template = TST.load_sfn_template(TST.BASE_MAP_STATE)
+        template.update(expression_dict)
+
+        definition = json.dumps(template)
+
+        test_case_response = aws_client_no_sync_prefix.stepfunctions.test_state(
+            definition=definition,
+            roleArn=sfn_role_arn,
+            input=BASE_MAP_STATE_INPUT,
+            inspectionLevel=inspection_level,
+            mock={"result": json.dumps([1, 1, 1])},
+        )
+        sfn_snapshot.match("test_case_response", test_case_response)
+
+    @markers.aws.validated
+    @pytest.mark.parametrize(
+        "inspection_level", [InspectionLevel.INFO, InspectionLevel.DEBUG, InspectionLevel.TRACE]
+    )
+    def test_state_task_catch_error(
+        self,
+        aws_client,
+        aws_client_no_sync_prefix,
+        create_state_machine_iam_role,
+        sfn_snapshot,
+        inspection_level,
+    ):
+        sfn_snapshot.add_transformer(sfn_snapshot.transform.resource_name())
+
+        sfn_role_arn = create_state_machine_iam_role(aws_client)
+        template = TST.load_sfn_template(TST.BASE_TASK_STATE_CATCH)
+        definition = json.dumps(template)
+
+        catch_mock_exception_response = aws_client_no_sync_prefix.stepfunctions.test_state(
+            definition=definition,
+            roleArn=sfn_role_arn,
+            input=HELLO_WORLD_INPUT,
+            inspectionLevel=inspection_level,
+            mock={
+                "errorOutput": {"error": "MockException", "cause": "Mock the cause of the error."}
+            },
+        )
+
+        sfn_snapshot.match("test_catch_mock_exception_response", catch_mock_exception_response)
+
+        catch_task_failed_response = aws_client_no_sync_prefix.stepfunctions.test_state(
+            definition=definition,
+            roleArn=sfn_role_arn,
+            input=HELLO_WORLD_INPUT,
+            inspectionLevel=inspection_level,
+            mock={"errorOutput": {"error": "States.TaskFailed", "cause": "The task failed."}},
+        )
+
+        sfn_snapshot.match("catch_task_failed_response", catch_task_failed_response)
+
+    @markers.aws.validated
+    def test_localstack_blogpost_scenario(
+        self,
+        aws_client,
+        aws_client_no_sync_prefix,
+        create_state_machine_iam_role,
+        sfn_snapshot,
+        region_name,
+    ):
+        template = TSMT.load_sfn_template(TSMT.LOCALSTACK_BLOGPOST_SCENARIO_STATE_MACHINE)
+        template["States"]["Ask for Approval"]["Arguments"]["ApiEndpoint"] = (
+            f"example.execute-api.{region_name}.amazonaws.com"
+        )
+        definition = json.dumps(template)
+
+        sfn_role_arn = create_state_machine_iam_role(aws_client)
+        # Step 1 - Testing the Approval Required state
+        # 1.1 Approval Required state correctly approves small purchases
+
+        small_purchase_input = json.dumps({"cost": 9})
+
+        small_purchase_approval_required_response = (
+            aws_client_no_sync_prefix.stepfunctions.test_state(
+                definition=definition,
+                roleArn=sfn_role_arn,
+                input=small_purchase_input,
+                stateName="Approval Required",
+            )
+        )
+        sfn_snapshot.match(
+            "small_purchase_approval_required_response", small_purchase_approval_required_response
+        )
+
+        # 1.2 Approval Required state correctly sends large purchases to the approval ask process
+
+        large_purchase_input = json.dumps({"cost": 10})
+
+        large_purchase_approval_required_response = (
+            aws_client_no_sync_prefix.stepfunctions.test_state(
+                definition=definition,
+                roleArn=sfn_role_arn,
+                input=large_purchase_input,
+                stateName="Approval Required",
+            )
+        )
+        sfn_snapshot.match(
+            "large_purchase_approval_required_response", large_purchase_approval_required_response
+        )
+
+        # Step 2 - Testing the Approval Ask state
+        # Approval Ask state correctly approves large purchases
+
+        large_purchase_input = json.dumps({"cost": 10})
+
+        large_purchase_ask_for_approval_response = (
+            aws_client_no_sync_prefix.stepfunctions.test_state(
+                definition=definition,
+                roleArn=sfn_role_arn,
+                input=large_purchase_input,
+                stateName="Ask for Approval",
+                mock={"result": '{"approval": true }'},
+            )
+        )
+        sfn_snapshot.match(
+            "large_purchase_ask_for_approval_response", large_purchase_ask_for_approval_response
+        )
+
+        # Step 3 - Testing the Check Approval state
+        # 3.1 Approval granted
+
+        check_approval_granted_input = json.dumps(
+            {"approval": True, "approval_code": "2387462", "approved_by": "Mary"}
+        )
+
+        check_approval_granted_response = aws_client_no_sync_prefix.stepfunctions.test_state(
+            definition=definition,
+            roleArn=sfn_role_arn,
+            input=check_approval_granted_input,
+            stateName="Check Approval",
+        )
+        sfn_snapshot.match("check_approval_granted_response", check_approval_granted_response)
+
+        # 3.2 Approval denied
+
+        check_approval_denied_input = json.dumps({"approval": False})
+
+        check_approval_denied_response = aws_client_no_sync_prefix.stepfunctions.test_state(
+            definition=definition,
+            roleArn=sfn_role_arn,
+            input=check_approval_denied_input,
+            stateName="Check Approval",
+        )
+        sfn_snapshot.match("check_approval_denied_response", check_approval_denied_response)
diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.snapshot.json b/tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.snapshot.json
index 1e11cdcc339f2..63b070862016b 100644
--- a/tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.snapshot.json
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.snapshot.json
@@ -1,6 +1,6 @@
 {
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_base_inspection_level_info[BASE_PASS_STATE]": {
-    "recorded-date": "12-04-2024, 20:45:35",
+    "recorded-date": "14-11-2025, 16:38:49",
     "recorded-content": {
       "test_case_response": {
         "output": {
@@ -15,7 +15,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_base_inspection_level_info[BASE_RESULT_PASS_STATE]": {
-    "recorded-date": "12-04-2024, 20:45:49",
+    "recorded-date": "14-11-2025, 16:39:04",
     "recorded-content": {
       "test_case_response": {
         "output": {
@@ -30,7 +30,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_base_inspection_level_info[IO_PASS_STATE]": {
-    "recorded-date": "12-04-2024, 20:46:03",
+    "recorded-date": "14-11-2025, 16:39:19",
     "recorded-content": {
       "test_case_response": {
         "output": {
@@ -55,7 +55,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_base_inspection_level_info[IO_RESULT_PASS_STATE]": {
-    "recorded-date": "12-04-2024, 20:46:15",
+    "recorded-date": "14-11-2025, 16:39:34",
     "recorded-content": {
       "test_case_response": {
         "output": {
@@ -79,7 +79,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_base_inspection_level_info[BASE_FAIL_STATE]": {
-    "recorded-date": "12-04-2024, 20:46:28",
+    "recorded-date": "14-11-2025, 16:39:49",
     "recorded-content": {
       "test_case_response": {
         "cause": "This state machines raises a 'SomeFailure' failure.",
@@ -93,7 +93,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_base_inspection_level_info[BASE_SUCCEED_STATE]": {
-    "recorded-date": "12-04-2024, 20:46:41",
+    "recorded-date": "14-11-2025, 16:40:09",
     "recorded-content": {
       "test_case_response": {
         "output": {
@@ -108,7 +108,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_base_inspection_level_info[BASE_CHOICE_STATE]": {
-    "recorded-date": "12-04-2024, 20:46:53",
+    "recorded-date": "14-11-2025, 16:40:25",
     "recorded-content": {
       "test_case_response": {
         "nextState": "ValueInTwenties",
@@ -125,7 +125,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_base_inspection_level_debug[BASE_PASS_STATE]": {
-    "recorded-date": "12-04-2024, 20:47:06",
+    "recorded-date": "14-11-2025, 16:40:40",
     "recorded-content": {
       "test_case_response": {
         "inspectionData": {
@@ -157,7 +157,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_base_inspection_level_debug[BASE_RESULT_PASS_STATE]": {
-    "recorded-date": "12-04-2024, 20:47:19",
+    "recorded-date": "14-11-2025, 16:40:54",
     "recorded-content": {
       "test_case_response": {
         "inspectionData": {
@@ -186,7 +186,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_base_inspection_level_debug[IO_PASS_STATE]": {
-    "recorded-date": "12-04-2024, 20:47:31",
+    "recorded-date": "14-11-2025, 16:41:09",
     "recorded-content": {
       "test_case_response": {
         "inspectionData": {
@@ -247,7 +247,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_base_inspection_level_debug[IO_RESULT_PASS_STATE]": {
-    "recorded-date": "12-04-2024, 20:47:44",
+    "recorded-date": "14-11-2025, 16:41:23",
     "recorded-content": {
       "test_case_response": {
         "inspectionData": {
@@ -300,7 +300,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_base_inspection_level_debug[BASE_FAIL_STATE]": {
-    "recorded-date": "12-04-2024, 20:47:56",
+    "recorded-date": "14-11-2025, 16:41:38",
     "recorded-content": {
       "test_case_response": {
         "cause": "This state machines raises a 'SomeFailure' failure.",
@@ -322,7 +322,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_base_inspection_level_debug[BASE_SUCCEED_STATE]": {
-    "recorded-date": "12-04-2024, 20:48:10",
+    "recorded-date": "14-11-2025, 16:41:59",
     "recorded-content": {
       "test_case_response": {
         "inspectionData": {
@@ -345,7 +345,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_base_inspection_level_debug[BASE_CHOICE_STATE]": {
-    "recorded-date": "12-04-2024, 20:48:24",
+    "recorded-date": "14-11-2025, 16:42:14",
     "recorded-content": {
       "test_case_response": {
         "inspectionData": {
@@ -372,7 +372,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_base_inspection_level_trace[BASE_PASS_STATE]": {
-    "recorded-date": "12-04-2024, 20:48:37",
+    "recorded-date": "14-11-2025, 16:42:30",
     "recorded-content": {
       "test_case_response": {
         "inspectionData": {
@@ -404,7 +404,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_base_inspection_level_trace[BASE_RESULT_PASS_STATE]": {
-    "recorded-date": "12-04-2024, 20:48:50",
+    "recorded-date": "14-11-2025, 16:42:45",
     "recorded-content": {
       "test_case_response": {
         "inspectionData": {
@@ -433,7 +433,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_base_inspection_level_trace[IO_PASS_STATE]": {
-    "recorded-date": "12-04-2024, 20:49:03",
+    "recorded-date": "14-11-2025, 16:43:00",
     "recorded-content": {
       "test_case_response": {
         "inspectionData": {
@@ -494,7 +494,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_base_inspection_level_trace[IO_RESULT_PASS_STATE]": {
-    "recorded-date": "12-04-2024, 20:49:22",
+    "recorded-date": "14-11-2025, 16:43:16",
     "recorded-content": {
       "test_case_response": {
         "inspectionData": {
@@ -547,7 +547,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_base_inspection_level_trace[BASE_FAIL_STATE]": {
-    "recorded-date": "12-04-2024, 20:49:31",
+    "recorded-date": "14-11-2025, 16:43:31",
     "recorded-content": {
       "test_case_response": {
         "cause": "This state machines raises a 'SomeFailure' failure.",
@@ -569,7 +569,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_base_inspection_level_trace[BASE_SUCCEED_STATE]": {
-    "recorded-date": "12-04-2024, 20:49:44",
+    "recorded-date": "14-11-2025, 16:43:45",
     "recorded-content": {
       "test_case_response": {
         "inspectionData": {
@@ -592,7 +592,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_base_inspection_level_trace[BASE_CHOICE_STATE]": {
-    "recorded-date": "12-04-2024, 20:49:57",
+    "recorded-date": "14-11-2025, 16:44:00",
     "recorded-content": {
       "test_case_response": {
         "inspectionData": {
@@ -619,7 +619,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_base_lambda_task_state[INFO]": {
-    "recorded-date": "12-04-2024, 20:50:22",
+    "recorded-date": "14-11-2025, 16:44:29",
     "recorded-content": {
       "test_case_response": {
         "output": "\"HelloWorld!\"",
@@ -632,7 +632,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_base_lambda_task_state[DEBUG]": {
-    "recorded-date": "12-04-2024, 20:50:37",
+    "recorded-date": "14-11-2025, 16:44:48",
     "recorded-content": {
       "test_case_response": {
         "inspectionData": {
@@ -659,7 +659,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_base_lambda_task_state[TRACE]": {
-    "recorded-date": "12-04-2024, 20:50:52",
+    "recorded-date": "14-11-2025, 16:45:08",
     "recorded-content": {
       "test_case_response": {
         "inspectionData": {
@@ -686,7 +686,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_base_lambda_service_task_state[INFO]": {
-    "recorded-date": "12-04-2024, 20:51:07",
+    "recorded-date": "14-11-2025, 16:45:27",
     "recorded-content": {
       "test_case_response": {
         "output": {
@@ -703,9 +703,7 @@
               "Connection": [
                 "keep-alive"
               ],
-              "x-amzn-RequestId": [
-                "<uuid:1>"
-              ],
+              "x-amzn-RequestId": "x-amzn-RequestId",
               "Content-Length": [
                 "2"
               ],
@@ -722,13 +720,13 @@
               "Date": "date",
               "X-Amz-Executed-Version": "$LATEST",
               "x-amzn-Remapped-Content-Length": "0",
-              "x-amzn-RequestId": "<uuid:1>",
+              "x-amzn-RequestId": "x-amzn-RequestId",
               "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
             },
             "HttpStatusCode": 200
           },
           "SdkResponseMetadata": {
-            "RequestId": "<uuid:1>"
+            "RequestId": "RequestId"
           },
           "StatusCode": 200
         },
@@ -741,7 +739,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_base_lambda_service_task_state[DEBUG]": {
-    "recorded-date": "12-04-2024, 20:51:22",
+    "recorded-date": "14-11-2025, 16:45:46",
     "recorded-content": {
       "test_case_response": {
         "inspectionData": {
@@ -767,9 +765,7 @@
                 "Connection": [
                   "keep-alive"
                 ],
-                "x-amzn-RequestId": [
-                  "<uuid:1>"
-                ],
+                "x-amzn-RequestId": "x-amzn-RequestId",
                 "Content-Length": [
                   "2"
                 ],
@@ -786,13 +782,13 @@
                 "Date": "date",
                 "X-Amz-Executed-Version": "$LATEST",
                 "x-amzn-Remapped-Content-Length": "0",
-                "x-amzn-RequestId": "<uuid:1>",
+                "x-amzn-RequestId": "x-amzn-RequestId",
                 "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
               },
               "HttpStatusCode": 200
             },
             "SdkResponseMetadata": {
-              "RequestId": "<uuid:1>"
+              "RequestId": "RequestId"
             },
             "StatusCode": 200
           },
@@ -810,9 +806,7 @@
                 "Connection": [
                   "keep-alive"
                 ],
-                "x-amzn-RequestId": [
-                  "<uuid:1>"
-                ],
+                "x-amzn-RequestId": "x-amzn-RequestId",
                 "Content-Length": [
                   "2"
                 ],
@@ -829,13 +823,13 @@
                 "Date": "date",
                 "X-Amz-Executed-Version": "$LATEST",
                 "x-amzn-Remapped-Content-Length": "0",
-                "x-amzn-RequestId": "<uuid:1>",
+                "x-amzn-RequestId": "x-amzn-RequestId",
                 "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
               },
               "HttpStatusCode": 200
             },
             "SdkResponseMetadata": {
-              "RequestId": "<uuid:1>"
+              "RequestId": "RequestId"
             },
             "StatusCode": 200
           },
@@ -857,9 +851,7 @@
                 "Connection": [
                   "keep-alive"
                 ],
-                "x-amzn-RequestId": [
-                  "<uuid:1>"
-                ],
+                "x-amzn-RequestId": "x-amzn-RequestId",
                 "Content-Length": [
                   "2"
                 ],
@@ -876,13 +868,13 @@
                 "Date": "date",
                 "X-Amz-Executed-Version": "$LATEST",
                 "x-amzn-Remapped-Content-Length": "0",
-                "x-amzn-RequestId": "<uuid:1>",
+                "x-amzn-RequestId": "x-amzn-RequestId",
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@@ -901,9 +893,7 @@
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+              "x-amzn-RequestId": "x-amzn-RequestId",
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@@ -920,13 +910,13 @@
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               "x-amzn-Remapped-Content-Length": "0",
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           },
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@@ -939,7 +929,7 @@
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@@ -1027,13 +1013,13 @@
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-                "x-amzn-RequestId": "<uuid:1>",
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@@ -1055,9 +1041,7 @@
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-                "x-amzn-RequestId": "<uuid:1>",
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@@ -1099,9 +1083,7 @@
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@@ -1118,13 +1100,13 @@
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-              "x-amzn-RequestId": "<uuid:1>",
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+            "RequestId": "RequestId"
           },
           "StatusCode": 200
         },
@@ -1135,5 +1117,1066 @@
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       }
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+    "recorded-date": "14-11-2025, 16:48:24",
+    "recorded-content": {
+      "test_case_response": {
+        "inspectionData": {
+          "input": {
+            "Values": [
+              1,
+              2,
+              3
+            ]
+          },
+          "maxConcurrency": 0,
+          "toleratedFailureCount": 1
+        },
+        "output": {
+          "input": {
+            "Values": [
+              1,
+              2,
+              3
+            ]
+          },
+          "context": {
+            "Execution": {
+              "Id": "arn:<partition>:states:<region>:111111111111:express:<resource:3>:<resource:1>",
+              "Input": {
+                "Values": [
+                  1,
+                  2,
+                  3
+                ]
+              },
+              "Name": "<resource:1>",
+              "RoleArn": "arn:<partition>:iam::111111111111:role/<resource:2>",
+              "StartTime": "date"
+            },
+            "StateMachine": {
+              "Id": "arn:<partition>:states:<region>:111111111111:stateMachine:<resource:3>",
+              "Name": "<resource:3>"
+            },
+            "State": {
+              "Name": "StateName",
+              "EnteredTime": "date",
+              "RetryCount": 0
+            }
+          },
+          "result": [
+            1,
+            1,
+            1
+          ]
+        },
+        "status": "SUCCEEDED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_state_task_catch_error[INFO]": {
+    "recorded-date": "21-11-2025, 13:59:35",
+    "recorded-content": {
+      "test_catch_mock_exception_response": {
+        "cause": "Mock the cause of the error.",
+        "error": "MockException",
+        "nextState": "HandleMockError",
+        "output": {
+          "input": {
+            "Value": "HelloWorld"
+          },
+          "context": {
+            "Execution": {
+              "Id": "arn:<partition>:states:<region>:111111111111:express:<resource:3>:<resource:1>",
+              "Input": {
+                "Value": "HelloWorld"
+              },
+              "Name": "<resource:1>",
+              "RoleArn": "arn:<partition>:iam::111111111111:role/<resource:2>",
+              "StartTime": "date"
+            },
+            "StateMachine": {
+              "Id": "arn:<partition>:states:<region>:111111111111:stateMachine:<resource:3>",
+              "Name": "<resource:3>"
+            },
+            "State": {
+              "Name": "StateName",
+              "EnteredTime": "date",
+              "RetryCount": 0
+            }
+          },
+          "errorOutput": {
+            "Error": "MockException",
+            "Cause": "Mock the cause of the error."
+          }
+        },
+        "status": "CAUGHT_ERROR",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "catch_task_failed_response": {
+        "cause": "The task failed.",
+        "error": "States.TaskFailed",
+        "nextState": "HandleThreshold",
+        "output": {
+          "input": {
+            "Value": "HelloWorld"
+          },
+          "context": {
+            "Execution": {
+              "Id": "arn:<partition>:states:<region>:111111111111:express:<resource:5>:<resource:4>",
+              "Input": {
+                "Value": "HelloWorld"
+              },
+              "Name": "<resource:4>",
+              "RoleArn": "arn:<partition>:iam::111111111111:role/<resource:2>",
+              "StartTime": "date"
+            },
+            "StateMachine": {
+              "Id": "arn:<partition>:states:<region>:111111111111:stateMachine:<resource:5>",
+              "Name": "<resource:5>"
+            },
+            "State": {
+              "Name": "StateName",
+              "EnteredTime": "date",
+              "RetryCount": 0
+            }
+          },
+          "errorOutput": {
+            "Error": "States.TaskFailed",
+            "Cause": "The task failed."
+          }
+        },
+        "status": "CAUGHT_ERROR",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_state_task_catch_error[DEBUG]": {
+    "recorded-date": "21-11-2025, 13:59:50",
+    "recorded-content": {
+      "test_catch_mock_exception_response": {
+        "cause": "Mock the cause of the error.",
+        "error": "MockException",
+        "inspectionData": {
+          "afterArguments": {
+            "FunctionName": "foo",
+            "Payload": "bar"
+          },
+          "errorDetails": {
+            "catchIndex": 0
+          },
+          "input": {
+            "Value": "HelloWorld"
+          }
+        },
+        "nextState": "HandleMockError",
+        "output": {
+          "input": {
+            "Value": "HelloWorld"
+          },
+          "context": {
+            "Execution": {
+              "Id": "arn:<partition>:states:<region>:111111111111:express:<resource:3>:<resource:1>",
+              "Input": {
+                "Value": "HelloWorld"
+              },
+              "Name": "<resource:1>",
+              "RoleArn": "arn:<partition>:iam::111111111111:role/<resource:2>",
+              "StartTime": "date"
+            },
+            "StateMachine": {
+              "Id": "arn:<partition>:states:<region>:111111111111:stateMachine:<resource:3>",
+              "Name": "<resource:3>"
+            },
+            "State": {
+              "Name": "StateName",
+              "EnteredTime": "date",
+              "RetryCount": 0
+            }
+          },
+          "errorOutput": {
+            "Error": "MockException",
+            "Cause": "Mock the cause of the error."
+          }
+        },
+        "status": "CAUGHT_ERROR",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "catch_task_failed_response": {
+        "cause": "The task failed.",
+        "error": "States.TaskFailed",
+        "inspectionData": {
+          "afterArguments": {
+            "FunctionName": "foo",
+            "Payload": "bar"
+          },
+          "errorDetails": {
+            "catchIndex": 1
+          },
+          "input": {
+            "Value": "HelloWorld"
+          }
+        },
+        "nextState": "HandleThreshold",
+        "output": {
+          "input": {
+            "Value": "HelloWorld"
+          },
+          "context": {
+            "Execution": {
+              "Id": "arn:<partition>:states:<region>:111111111111:express:<resource:5>:<resource:4>",
+              "Input": {
+                "Value": "HelloWorld"
+              },
+              "Name": "<resource:4>",
+              "RoleArn": "arn:<partition>:iam::111111111111:role/<resource:2>",
+              "StartTime": "date"
+            },
+            "StateMachine": {
+              "Id": "arn:<partition>:states:<region>:111111111111:stateMachine:<resource:5>",
+              "Name": "<resource:5>"
+            },
+            "State": {
+              "Name": "StateName",
+              "EnteredTime": "date",
+              "RetryCount": 0
+            }
+          },
+          "errorOutput": {
+            "Error": "States.TaskFailed",
+            "Cause": "The task failed."
+          }
+        },
+        "status": "CAUGHT_ERROR",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_state_task_catch_error[TRACE]": {
+    "recorded-date": "21-11-2025, 14:00:05",
+    "recorded-content": {
+      "test_catch_mock_exception_response": {
+        "cause": "Mock the cause of the error.",
+        "error": "MockException",
+        "inspectionData": {
+          "afterArguments": {
+            "FunctionName": "foo",
+            "Payload": "bar"
+          },
+          "errorDetails": {
+            "catchIndex": 0
+          },
+          "input": {
+            "Value": "HelloWorld"
+          }
+        },
+        "nextState": "HandleMockError",
+        "output": {
+          "input": {
+            "Value": "HelloWorld"
+          },
+          "context": {
+            "Execution": {
+              "Id": "arn:<partition>:states:<region>:111111111111:express:<resource:3>:<resource:1>",
+              "Input": {
+                "Value": "HelloWorld"
+              },
+              "Name": "<resource:1>",
+              "RoleArn": "arn:<partition>:iam::111111111111:role/<resource:2>",
+              "StartTime": "date"
+            },
+            "StateMachine": {
+              "Id": "arn:<partition>:states:<region>:111111111111:stateMachine:<resource:3>",
+              "Name": "<resource:3>"
+            },
+            "State": {
+              "Name": "StateName",
+              "EnteredTime": "date",
+              "RetryCount": 0
+            }
+          },
+          "errorOutput": {
+            "Error": "MockException",
+            "Cause": "Mock the cause of the error."
+          }
+        },
+        "status": "CAUGHT_ERROR",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "catch_task_failed_response": {
+        "cause": "The task failed.",
+        "error": "States.TaskFailed",
+        "inspectionData": {
+          "afterArguments": {
+            "FunctionName": "foo",
+            "Payload": "bar"
+          },
+          "errorDetails": {
+            "catchIndex": 1
+          },
+          "input": {
+            "Value": "HelloWorld"
+          }
+        },
+        "nextState": "HandleThreshold",
+        "output": {
+          "input": {
+            "Value": "HelloWorld"
+          },
+          "context": {
+            "Execution": {
+              "Id": "arn:<partition>:states:<region>:111111111111:express:<resource:5>:<resource:4>",
+              "Input": {
+                "Value": "HelloWorld"
+              },
+              "Name": "<resource:4>",
+              "RoleArn": "arn:<partition>:iam::111111111111:role/<resource:2>",
+              "StartTime": "date"
+            },
+            "StateMachine": {
+              "Id": "arn:<partition>:states:<region>:111111111111:stateMachine:<resource:5>",
+              "Name": "<resource:5>"
+            },
+            "State": {
+              "Name": "StateName",
+              "EnteredTime": "date",
+              "RetryCount": 0
+            }
+          },
+          "errorOutput": {
+            "Error": "States.TaskFailed",
+            "Cause": "The task failed."
+          }
+        },
+        "status": "CAUGHT_ERROR",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_localstack_blogpost_scenario": {
+    "recorded-date": "28-11-2025, 15:55:10",
+    "recorded-content": {
+      "small_purchase_approval_required_response": {
+        "nextState": "Purchase Approved",
+        "output": {
+          "cost": 9
+        },
+        "status": "SUCCEEDED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "large_purchase_approval_required_response": {
+        "nextState": "Ask for Approval",
+        "output": {
+          "cost": 10
+        },
+        "status": "SUCCEEDED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "large_purchase_ask_for_approval_response": {
+        "nextState": "Check Approval",
+        "output": {
+          "approval": true,
+          "approval_code": "2387462",
+          "approved_by": "Mary"
+        },
+        "status": "SUCCEEDED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "check_approval_granted_response": {
+        "nextState": "Purchase Approved",
+        "output": {
+          "approval": true,
+          "approval_code": "2387462",
+          "approved_by": "Mary"
+        },
+        "status": "SUCCEEDED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "check_approval_denied_response": {
+        "nextState": "Not Approved",
+        "output": {
+          "approval": false
+        },
+        "status": "SUCCEEDED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.validation.json b/tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.validation.json
index 6ee1aeac5b542..8d0f53df14bdf 100644
--- a/tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.validation.json
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.validation.json
@@ -1,83 +1,389 @@
 {
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_base_inspection_level_debug[BASE_CHOICE_STATE]": {
-    "last_validated_date": "2024-04-12T20:48:24+00:00"
+    "last_validated_date": "2025-11-14T16:42:16+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 13.57,
+      "teardown": 1.66,
+      "total": 15.23
+    }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_base_inspection_level_debug[BASE_FAIL_STATE]": {
-    "last_validated_date": "2024-04-12T20:47:56+00:00"
+    "last_validated_date": "2025-11-14T16:41:40+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 13.65,
+      "teardown": 1.75,
+      "total": 15.4
+    }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_base_inspection_level_debug[BASE_PASS_STATE]": {
-    "last_validated_date": "2024-04-12T20:47:06+00:00"
+    "last_validated_date": "2025-11-14T16:40:41+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 13.21,
+      "teardown": 1.79,
+      "total": 15.0
+    }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_base_inspection_level_debug[BASE_RESULT_PASS_STATE]": {
-    "last_validated_date": "2024-04-12T20:47:19+00:00"
+    "last_validated_date": "2025-11-14T16:40:56+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.84,
+      "teardown": 1.78,
+      "total": 14.62
+    }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_base_inspection_level_debug[BASE_SUCCEED_STATE]": {
-    "last_validated_date": "2024-04-12T20:48:10+00:00"
+    "last_validated_date": "2025-11-14T16:42:00+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 18.47,
+      "teardown": 1.74,
+      "total": 20.21
+    }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_base_inspection_level_debug[IO_PASS_STATE]": {
-    "last_validated_date": "2024-04-12T20:47:31+00:00"
+    "last_validated_date": "2025-11-14T16:41:10+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.56,
+      "teardown": 1.65,
+      "total": 14.21
+    }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_base_inspection_level_debug[IO_RESULT_PASS_STATE]": {
-    "last_validated_date": "2024-04-12T20:47:44+00:00"
+    "last_validated_date": "2025-11-14T16:41:25+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.87,
+      "teardown": 1.64,
+      "total": 14.51
+    }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_base_inspection_level_info[BASE_CHOICE_STATE]": {
-    "last_validated_date": "2024-04-12T20:46:53+00:00"
+    "last_validated_date": "2025-11-14T16:40:26+00:00",
+    "durations_in_seconds": {
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+      "call": 13.61,
+      "teardown": 1.77,
+      "total": 15.38
+    }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_base_inspection_level_info[BASE_FAIL_STATE]": {
-    "last_validated_date": "2024-04-12T20:46:28+00:00"
+    "last_validated_date": "2025-11-14T16:39:51+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.73,
+      "teardown": 1.81,
+      "total": 14.54
+    }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_base_inspection_level_info[BASE_PASS_STATE]": {
-    "last_validated_date": "2024-04-12T20:45:35+00:00"
+    "last_validated_date": "2025-11-14T16:38:51+00:00",
+    "durations_in_seconds": {
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+      "call": 15.38,
+      "teardown": 1.95,
+      "total": 18.49
+    }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_base_inspection_level_info[BASE_RESULT_PASS_STATE]": {
-    "last_validated_date": "2024-04-12T20:45:49+00:00"
+    "last_validated_date": "2025-11-14T16:39:06+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.83,
+      "teardown": 1.75,
+      "total": 14.58
+    }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_base_inspection_level_info[BASE_SUCCEED_STATE]": {
-    "last_validated_date": "2024-04-12T20:46:41+00:00"
+    "last_validated_date": "2025-11-14T16:40:11+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 18.15,
+      "teardown": 2.27,
+      "total": 20.42
+    }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_base_inspection_level_info[IO_PASS_STATE]": {
-    "last_validated_date": "2024-04-12T20:46:03+00:00"
+    "last_validated_date": "2025-11-14T16:39:21+00:00",
+    "durations_in_seconds": {
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+      "teardown": 1.85,
+      "total": 14.78
+    }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_base_inspection_level_info[IO_RESULT_PASS_STATE]": {
-    "last_validated_date": "2024-04-12T20:46:15+00:00"
+    "last_validated_date": "2025-11-14T16:39:36+00:00",
+    "durations_in_seconds": {
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+      "teardown": 1.7,
+      "total": 15.47
+    }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_base_inspection_level_trace[BASE_CHOICE_STATE]": {
-    "last_validated_date": "2024-04-12T20:49:57+00:00"
+    "last_validated_date": "2025-11-14T16:44:02+00:00",
+    "durations_in_seconds": {
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+      "teardown": 1.82,
+      "total": 14.53
+    }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_base_inspection_level_trace[BASE_FAIL_STATE]": {
-    "last_validated_date": "2024-04-12T20:49:31+00:00"
+    "last_validated_date": "2025-11-14T16:43:33+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.87,
+      "teardown": 1.78,
+      "total": 14.65
+    }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_base_inspection_level_trace[BASE_PASS_STATE]": {
-    "last_validated_date": "2024-04-12T20:48:37+00:00"
+    "last_validated_date": "2025-11-14T16:42:32+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 14.77,
+      "teardown": 1.86,
+      "total": 16.63
+    }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_base_inspection_level_trace[BASE_RESULT_PASS_STATE]": {
-    "last_validated_date": "2024-04-12T20:48:50+00:00"
+    "last_validated_date": "2025-11-14T16:42:47+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
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+      "teardown": 1.84,
+      "total": 14.82
+    }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_base_inspection_level_trace[BASE_SUCCEED_STATE]": {
-    "last_validated_date": "2024-04-12T20:49:44+00:00"
+    "last_validated_date": "2025-11-14T16:43:47+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.54,
+      "teardown": 1.69,
+      "total": 14.23
+    }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_base_inspection_level_trace[IO_PASS_STATE]": {
-    "last_validated_date": "2024-04-12T20:49:03+00:00"
+    "last_validated_date": "2025-11-14T16:43:03+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.84,
+      "teardown": 2.72,
+      "total": 15.56
+    }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_base_inspection_level_trace[IO_RESULT_PASS_STATE]": {
-    "last_validated_date": "2024-04-12T20:49:22+00:00"
+    "last_validated_date": "2025-11-14T16:43:18+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 13.82,
+      "teardown": 1.76,
+      "total": 15.58
+    }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_base_lambda_service_task_state[DEBUG]": {
-    "last_validated_date": "2024-04-12T20:51:22+00:00"
+    "last_validated_date": "2025-11-14T16:45:49+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 15.84,
+      "teardown": 3.3,
+      "total": 19.14
+    }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_base_lambda_service_task_state[INFO]": {
-    "last_validated_date": "2024-04-12T20:51:07+00:00"
+    "last_validated_date": "2025-11-14T16:45:30+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 15.59,
+      "teardown": 3.28,
+      "total": 18.87
+    }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_base_lambda_service_task_state[TRACE]": {
-    "last_validated_date": "2024-04-12T20:51:37+00:00"
+    "last_validated_date": "2025-11-14T16:46:10+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 16.65,
+      "teardown": 3.49,
+      "total": 20.14
+    }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_base_lambda_task_state[DEBUG]": {
-    "last_validated_date": "2024-04-12T20:50:37+00:00"
+    "last_validated_date": "2025-11-14T16:44:51+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 15.42,
+      "teardown": 3.14,
+      "total": 18.57
+    }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_base_lambda_task_state[INFO]": {
-    "last_validated_date": "2024-04-12T20:50:22+00:00"
+    "last_validated_date": "2025-11-14T16:44:33+00:00",
+    "durations_in_seconds": {
+      "setup": 11.62,
+      "call": 16.2,
+      "teardown": 3.41,
+      "total": 31.23
+    }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_base_lambda_task_state[TRACE]": {
-    "last_validated_date": "2024-04-12T20:50:52+00:00"
+    "last_validated_date": "2025-11-14T16:45:11+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 16.93,
+      "teardown": 3.07,
+      "total": 20.0
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_base_map_state_inspect[MAX_CONCURRENCY-DEBUG]": {
+    "last_validated_date": "2025-11-14T16:46:41+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.75,
+      "teardown": 1.87,
+      "total": 14.62
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_base_map_state_inspect[MAX_CONCURRENCY-INFO]": {
+    "last_validated_date": "2025-11-14T16:46:26+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 14.44,
+      "teardown": 1.86,
+      "total": 16.3
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_base_map_state_inspect[MAX_CONCURRENCY-TRACE]": {
+    "last_validated_date": "2025-11-14T16:46:55+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.99,
+      "teardown": 1.9,
+      "total": 14.89
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_base_map_state_inspect[TOLERATED_FAILURE_COUNT-DEBUG]": {
+    "last_validated_date": "2025-11-14T16:48:11+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 13.69,
+      "teardown": 1.65,
+      "total": 15.34
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_base_map_state_inspect[TOLERATED_FAILURE_COUNT-INFO]": {
+    "last_validated_date": "2025-11-14T16:47:56+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.98,
+      "teardown": 2.01,
+      "total": 14.99
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_base_map_state_inspect[TOLERATED_FAILURE_COUNT-TRACE]": {
+    "last_validated_date": "2025-11-14T16:48:26+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.64,
+      "teardown": 2.6,
+      "total": 15.24
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_base_map_state_inspect[TOLERATED_FAILURE_PERCENTAGE-DEBUG]": {
+    "last_validated_date": "2025-11-14T16:47:24+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.76,
+      "teardown": 1.79,
+      "total": 14.55
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_base_map_state_inspect[TOLERATED_FAILURE_PERCENTAGE-INFO]": {
+    "last_validated_date": "2025-11-14T16:47:10+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.72,
+      "teardown": 1.77,
+      "total": 14.49
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_base_map_state_inspect[TOLERATED_FAILURE_PERCENTAGE-TRACE]": {
+    "last_validated_date": "2025-11-14T16:47:41+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 13.78,
+      "teardown": 2.43,
+      "total": 16.21
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_base_map_state_inspect_trace[MAX_CONCURRENCY]": {
+    "last_validated_date": "2025-11-12T15:25:20+00:00",
+    "durations_in_seconds": {
+      "setup": 1.65,
+      "call": 15.24,
+      "teardown": 1.84,
+      "total": 18.73
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_base_map_state_inspect_trace[TOLERATED_FAILURE_COUNT]": {
+    "last_validated_date": "2025-11-12T14:20:06+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.61,
+      "teardown": 1.86,
+      "total": 14.47
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_base_map_state_inspect_trace[TOLERATED_FAILURE_PERCENTAGE]": {
+    "last_validated_date": "2025-11-12T14:19:51+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.68,
+      "teardown": 1.81,
+      "total": 14.49
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_localstack_blogpost_scenario": {
+    "last_validated_date": "2025-11-28T15:55:11+00:00",
+    "durations_in_seconds": {
+      "setup": 0.5,
+      "call": 14.74,
+      "teardown": 1.02,
+      "total": 16.26
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_state_task_catch_error[DEBUG]": {
+    "last_validated_date": "2025-11-21T13:59:51+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.82,
+      "teardown": 1.67,
+      "total": 14.49
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_state_task_catch_error[INFO]": {
+    "last_validated_date": "2025-11-21T13:59:37+00:00",
+    "durations_in_seconds": {
+      "setup": 1.32,
+      "call": 16.93,
+      "teardown": 1.76,
+      "total": 20.01
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_state_task_catch_error[TRACE]": {
+    "last_validated_date": "2025-11-21T14:00:06+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 13.14,
+      "teardown": 1.77,
+      "total": 14.91
+    }
   }
 }

From c43bcca45d1442f4ef22a6eb2113850838dfc245 Mon Sep 17 00:00:00 2001
From: Viren Nadkarni <viren.nadkarni@localstack.cloud>
Date: Mon, 1 Dec 2025 11:23:45 +0530
Subject: [PATCH 415/697] Extend Moto exception translation to cover more error
 types (#13414)

---
 .../localstack/aws/handlers/logging.py        | 12 +++--
 .../localstack/aws/handlers/service.py        | 13 ++++-
 tests/unit/aws/handlers/test_service.py       | 51 ++++++++++++++++++-
 3 files changed, 68 insertions(+), 8 deletions(-)

diff --git a/localstack-core/localstack/aws/handlers/logging.py b/localstack-core/localstack/aws/handlers/logging.py
index 90de23c41e505..3100ab5df3451 100644
--- a/localstack-core/localstack/aws/handlers/logging.py
+++ b/localstack-core/localstack/aws/handlers/logging.py
@@ -1,7 +1,6 @@
 """Handlers for logging."""
 
 import logging
-import types
 from functools import cached_property
 
 from localstack.aws.api import RequestContext, ServiceException
@@ -25,10 +24,14 @@ def __init__(self, logger=None):
         try:
             import moto.core.exceptions
 
-            self._moto_service_exception = moto.core.exceptions.ServiceException
+            self._skip_exceptions(
+                ServiceException,
+                moto.core.exceptions.ServiceException,
+                moto.core.exceptions.RESTError,
+            )
         except (ModuleNotFoundError, AttributeError):
             # Moto may not be available in stripped-down versions of LocalStack, like LocalStack S3 image.
-            self._moto_service_exception = types.EllipsisType
+            self._skip_exceptions = (ServiceException,)
 
     def __call__(
         self,
@@ -37,11 +40,12 @@ def __call__(
         context: RequestContext,
         response: Response,
     ):
-        if isinstance(exception, (ServiceException, self._moto_service_exception)):
+        if isinstance(exception, self._skip_exceptions):
             # We do not want to log an error/stacktrace if the handler is working as expected, but chooses to throw
             # a service exception. It may also throw a Moto ServiceException, which should not be logged either
             # because ServiceExceptionHandler understands it.
             return
+
         if self.logger.isEnabledFor(level=logging.DEBUG):
             self.logger.exception("exception during call chain", exc_info=exception)
         else:
diff --git a/localstack-core/localstack/aws/handlers/service.py b/localstack-core/localstack/aws/handlers/service.py
index 368f16b991a9f..d162dbdc4fdff 100644
--- a/localstack-core/localstack/aws/handlers/service.py
+++ b/localstack-core/localstack/aws/handlers/service.py
@@ -158,14 +158,17 @@ class ServiceExceptionSerializer(ExceptionHandler):
     def __init__(self):
         self.handle_internal_failures = True
 
+        self._moto_service_exception = types.EllipsisType
+        self._moto_rest_error = types.EllipsisType
+
         try:
             import moto.core.exceptions
 
             self._moto_service_exception = moto.core.exceptions.ServiceException
+            self._moto_rest_error = moto.core.exceptions.RESTError
         except (ModuleNotFoundError, AttributeError) as exc:
             # Moto may not be available in stripped-down versions of LocalStack, like LocalStack S3 image.
-            LOG.debug("Unable to set up Moto ServiceException translation: %s", exc)
-            self._moto_service_exception = types.EllipsisType
+            LOG.debug("Unable to set up Moto exception translation: %s", exc)
 
     def __call__(
         self,
@@ -200,6 +203,12 @@ def create_exception_response(self, exception: Exception, context: RequestContex
                 code=exception.code,
                 message=exception.message,
             )
+        elif isinstance(exception, self._moto_rest_error):
+            # Some Moto exceptions (like ones raised by EC2) are of type RESTError.
+            error = CommonServiceException(
+                code=exception.error_type,
+                message=exception.message,
+            )
 
         elif not isinstance(exception, ServiceException):
             if not self.handle_internal_failures:
diff --git a/tests/unit/aws/handlers/test_service.py b/tests/unit/aws/handlers/test_service.py
index 67f1247a5e6f5..a261e38e3c775 100644
--- a/tests/unit/aws/handlers/test_service.py
+++ b/tests/unit/aws/handlers/test_service.py
@@ -1,5 +1,8 @@
+from collections.abc import Iterable
+
 import pytest
-from moto.ses.exceptions import MessageRejectedError
+from moto.core.exceptions import RESTError, ServiceException
+from moto.ec2.exceptions import EC2_ERROR_RESPONSE
 
 from localstack.aws.api import CommonServiceException, RequestContext
 from localstack.aws.chain import HandlerChain
@@ -200,7 +203,12 @@ def capture_original_exception_handler(
         assert err_context.service_exception.__traceback__ == raised_exception.__traceback__
         assert err_context.service_exception.status_code == 500
 
-    def test_moto_exception_is_parsed(self, service_response_handler_chain):
+    def test_moto_service_exception_is_translated(self, service_response_handler_chain):
+        # Redefine exception here but use the right base exc. This is to improve tolerance against Moto refactors.
+        class MessageRejectedError(ServiceException):
+            code = "MessageRejected"
+
+        # Ensure ServiceExceptions are translated
         context = create_aws_request_context(
             "ses",
             "SendRawEmail",
@@ -221,3 +229,42 @@ def test_moto_exception_is_parsed(self, service_response_handler_chain):
         assert context.service_exception.code == "MessageRejected"
         assert not context.service_exception.sender_fault
         assert context.service_exception.status_code == 400
+
+    def test_moto_rest_error_is_translated(self, service_response_handler_chain):
+        # Redefine exception here but use the right base exc. This is to improve tolerance against Moto refactors.
+        class InvalidKeyPairNameError(RESTError):
+            code = 400
+            request_id_tag_name = "RequestID"
+            extended_templates = {"custom_response": EC2_ERROR_RESPONSE}
+            env = RESTError.extended_environment(extended_templates)
+
+            def __init__(self, key: Iterable[str]):
+                super().__init__(
+                    "InvalidKeyPair.NotFound",
+                    f"The keypair '{key}' does not exist.",
+                    template="custom_response",
+                )
+
+        # Ensure RESTErrors are translated
+        context = create_aws_request_context(
+            "ec2",
+            "RunInstances",
+            "ec2",
+            {
+                "ImageId": "ami-deadc0de",
+                "InstanceType": "t3.nano",
+                "KeyName": "some-key-pair",
+                "MaxCount": 1,
+                "MinCount": 1,
+            },
+        )
+        moto_exception = InvalidKeyPairNameError({"some-key-pair"})
+
+        ServiceExceptionSerializer().create_exception_response(moto_exception, context)
+
+        assert (
+            "The keypair '{'some-key-pair'}' does not exist." in context.service_exception.message
+        )
+        assert context.service_exception.code == "InvalidKeyPair.NotFound"
+        assert not context.service_exception.sender_fault
+        assert context.service_exception.status_code == 400

From 4417e3b3e2a591146e24a60e30c7c15bad15dbd4 Mon Sep 17 00:00:00 2001
From: Viren Nadkarni <viren.nadkarni@localstack.cloud>
Date: Mon, 1 Dec 2025 13:46:49 +0530
Subject: [PATCH 416/697] Add Lambda Managed Instances (#13440)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Co-authored-by: Joel Scheuner <joel.scheuner.dev@gmail.com>
Co-authored-by: Anisa Oshafi <anisaoshafi@gmail.com>
Co-authored-by: Cristopher Pinzón <cristopher.pinzon@gmail.com>
Co-authored-by: Alexander Rashed <alexander.rashed@localstack.cloud>
Co-authored-by: Dominik Schubert <dominik.schubert91@gmail.com>
Co-authored-by: Mathieu Cloutier <79954947+cloutierMat@users.noreply.github.com>
Co-authored-by: Simon Walker <simon.walker@localstack.cloud>
---
 .../localstack/aws/api/lambda_/__init__.py    |  522 +-
 .../aws/data/lambda/2025-11-30/README.md      |    2 +
 .../aws/data/lambda/2025-11-30/service-2.json | 7416 +++++++++++++++++
 .../localstack/services/lambda_/api_utils.py  |   57 +-
 .../services/lambda_/invocation/assignment.py |    5 +-
 .../invocation/execution_environment.py       |   23 +-
 .../lambda_/invocation/lambda_models.py       |   29 +-
 .../lambda_/invocation/lambda_service.py      |   54 +-
 .../services/lambda_/invocation/models.py     |   10 +-
 .../lambda_/invocation/version_manager.py     |   21 +-
 .../localstack/services/lambda_/provider.py   |  318 +-
 .../resource_providers/aws_lambda_function.py |   34 +-
 .../localstack/testing/pytest/fixtures.py     |   28 +
 localstack-core/localstack/utils/aws/arns.py  |    7 +
 .../test_cfn_resource.snapshot.json           |    2 +-
 .../test_cfn_resource.validation.json         |   10 +-
 ...test_lambda_integration_dynamodbstreams.py |   15 +-
 ..._integration_dynamodbstreams.snapshot.json |   60 +-
 ...ntegration_dynamodbstreams.validation.json |  246 +-
 .../test_lambda_integration_kinesis.py        |   59 +-
 ...t_lambda_integration_kinesis.snapshot.json |   58 +-
 ...lambda_integration_kinesis.validation.json |  226 +-
 .../test_lambda_integration_sqs.snapshot.json |  102 +-
 ...est_lambda_integration_sqs.validation.json |  248 +-
 .../functions/lambda_process_inspection.py    |   18 +-
 tests/aws/services/lambda_/test_lambda.py     |   71 +-
 .../lambda_/test_lambda.snapshot.json         |  290 +-
 .../lambda_/test_lambda.validation.json       |  730 +-
 tests/aws/services/lambda_/test_lambda_api.py |   48 +-
 .../lambda_/test_lambda_api.snapshot.json     |  736 +-
 .../lambda_/test_lambda_api.validation.json   | 1724 +++-
 .../lambda_/test_lambda_common.snapshot.json  |  232 +-
 .../test_lambda_common.validation.json        |  978 +--
 .../lambda_/test_lambda_destinations.py       |   14 +-
 .../test_lambda_destinations.snapshot.json    |   21 +-
 .../test_lambda_destinations.validation.json  |   56 +-
 ...test_lambda_integration_xray.snapshot.json |    6 +
 ...st_lambda_integration_xray.validation.json |   29 +
 .../test_lambda_performance.validation.json   |   50 +-
 .../test_lambda_runtimes.snapshot.json        |   78 +-
 .../test_lambda_runtimes.validation.json      |  324 +-
 .../test_task_service_lambda.snapshot.json    |   22 +-
 .../test_task_service_lambda.validation.json  |   16 +-
 43 files changed, 12739 insertions(+), 2256 deletions(-)
 create mode 100644 localstack-core/localstack/aws/data/lambda/2025-11-30/README.md
 create mode 100644 localstack-core/localstack/aws/data/lambda/2025-11-30/service-2.json
 create mode 100644 tests/aws/services/lambda_/test_lambda_integration_xray.snapshot.json
 create mode 100644 tests/aws/services/lambda_/test_lambda_integration_xray.validation.json

diff --git a/localstack-core/localstack/aws/api/lambda_/__init__.py b/localstack-core/localstack/aws/api/lambda_/__init__.py
index ad04a6e4e5ece..240541bde9b55 100644
--- a/localstack-core/localstack/aws/api/lambda_/__init__.py
+++ b/localstack-core/localstack/aws/api/lambda_/__init__.py
@@ -13,6 +13,9 @@
 BatchSize = int
 BisectBatchOnFunctionError = bool
 Boolean = bool
+CapacityProviderArn = str
+CapacityProviderMaxVCpuCount = int
+CapacityProviderName = str
 CodeSigningConfigArn = str
 CodeSigningConfigId = str
 CollectionName = str
@@ -26,19 +29,23 @@
 EphemeralStorageSize = int
 EventSourceMappingArn = str
 EventSourceToken = str
+ExecutionEnvironmentMemoryGiBPerVCpu = float
 FileSystemArn = str
 FilterCriteriaErrorCode = str
 FilterCriteriaErrorMessage = str
 FunctionArn = str
 FunctionName = str
+FunctionScalingConfigExecutionEnvironments = int
 FunctionUrl = str
 FunctionUrlQualifier = str
 Handler = str
 Header = str
 HttpStatus = int
+InstanceType = str
 Integer = int
 InvokedViaFunctionUrl = bool
 KMSKeyArn = str
+KMSKeyArnNonEmpty = str
 LastUpdateStatusReason = str
 LayerArn = str
 LayerName = str
@@ -50,6 +57,7 @@
 LogGroup = str
 MasterRegion = str
 MaxAge = int
+MaxFiftyListItems = int
 MaxFunctionEventInvokeConfigListItems = int
 MaxItems = int
 MaxLayerListItems = int
@@ -64,20 +72,23 @@
 MaximumRetryAttemptsEventSourceMapping = int
 MemorySize = int
 Method = str
+MetricTargetValue = float
 MinimumNumberOfPollers = int
 NameSpacedFunctionArn = str
 NamespacedFunctionName = str
 NamespacedStatementId = str
 NonNegativeInteger = int
 NullableBoolean = bool
+NumericLatestPublishedOrAliasQualifier = str
 OrganizationId = str
 Origin = str
 ParallelizationFactor = int
 Pattern = str
+PerExecutionEnvironmentMaxConcurrency = int
 PositiveInteger = int
 Principal = str
 PrincipalOrgID = str
-ProvisionedPollerGroupName = str
+PublishedFunctionQualifier = str
 Qualifier = str
 Queue = str
 ReservedConcurrentExecutions = int
@@ -100,7 +111,6 @@
 TaggableResource = str
 TagsErrorCode = str
 TagsErrorMessage = str
-TenantId = str
 Timeout = int
 Timestamp = str
 Topic = str
@@ -109,6 +119,7 @@
 UnqualifiedFunctionName = str
 UnreservedConcurrentExecutions = int
 Version = str
+VersionWithLatestPublished = str
 VpcId = str
 Weight = float
 WorkingDirectory = str
@@ -128,6 +139,22 @@ class Architecture(StrEnum):
     arm64 = "arm64"
 
 
+class CapacityProviderPredefinedMetricType(StrEnum):
+    LambdaCapacityProviderAverageCPUUtilization = "LambdaCapacityProviderAverageCPUUtilization"
+
+
+class CapacityProviderScalingMode(StrEnum):
+    Auto = "Auto"
+    Manual = "Manual"
+
+
+class CapacityProviderState(StrEnum):
+    Pending = "Pending"
+    Active = "Active"
+    Failed = "Failed"
+    Deleting = "Deleting"
+
+
 class CodeSigningPolicy(StrEnum):
     Warn = "Warn"
     Enforce = "Enforce"
@@ -165,6 +192,10 @@ class FunctionVersion(StrEnum):
     ALL = "ALL"
 
 
+class FunctionVersionLatestPublished(StrEnum):
+    LATEST_PUBLISHED = "LATEST_PUBLISHED"
+
+
 class InvocationType(StrEnum):
     Event = "Event"
     RequestResponse = "RequestResponse"
@@ -215,6 +246,18 @@ class LastUpdateStatusReasonCode(StrEnum):
     InvalidRuntime = "InvalidRuntime"
     InvalidZipFileException = "InvalidZipFileException"
     FunctionError = "FunctionError"
+    VcpuLimitExceeded = "VcpuLimitExceeded"
+    CapacityProviderScalingLimitExceeded = "CapacityProviderScalingLimitExceeded"
+    InsufficientCapacity = "InsufficientCapacity"
+    EC2RequestLimitExceeded = "EC2RequestLimitExceeded"
+    FunctionError_InitTimeout = "FunctionError.InitTimeout"
+    FunctionError_RuntimeInitError = "FunctionError.RuntimeInitError"
+    FunctionError_ExtensionInitError = "FunctionError.ExtensionInitError"
+    FunctionError_InvalidEntryPoint = "FunctionError.InvalidEntryPoint"
+    FunctionError_InvalidWorkingDirectory = "FunctionError.InvalidWorkingDirectory"
+    FunctionError_PermissionDenied = "FunctionError.PermissionDenied"
+    FunctionError_TooManyExtensions = "FunctionError.TooManyExtensions"
+    FunctionError_InitResourceExhausted = "FunctionError.InitResourceExhausted"
 
 
 class LogFormat(StrEnum):
@@ -252,47 +295,59 @@ class Runtime(StrEnum):
     nodejs = "nodejs"
     nodejs4_3 = "nodejs4.3"
     nodejs6_10 = "nodejs6.10"
+    nodejs8_9 = "nodejs8.9"
     nodejs8_10 = "nodejs8.10"
+    nodejs8_x = "nodejs8.x"
     nodejs10_x = "nodejs10.x"
     nodejs12_x = "nodejs12.x"
     nodejs14_x = "nodejs14.x"
     nodejs16_x = "nodejs16.x"
+    nodejs18_x = "nodejs18.x"
+    nodejs20_x = "nodejs20.x"
+    nodejs22_x = "nodejs22.x"
+    nodejs24_x = "nodejs24.x"
     java8 = "java8"
     java8_al2 = "java8.al2"
     java11 = "java11"
+    java17 = "java17"
+    java21 = "java21"
+    java25 = "java25"
     python2_7 = "python2.7"
+    python3_4 = "python3.4"
     python3_6 = "python3.6"
     python3_7 = "python3.7"
     python3_8 = "python3.8"
     python3_9 = "python3.9"
+    python3_10 = "python3.10"
+    python3_11 = "python3.11"
+    python3_12 = "python3.12"
+    python3_13 = "python3.13"
+    python3_14 = "python3.14"
     dotnetcore1_0 = "dotnetcore1.0"
     dotnetcore2_0 = "dotnetcore2.0"
     dotnetcore2_1 = "dotnetcore2.1"
     dotnetcore3_1 = "dotnetcore3.1"
     dotnet6 = "dotnet6"
     dotnet8 = "dotnet8"
+    dotnet10 = "dotnet10"
     nodejs4_3_edge = "nodejs4.3-edge"
+    python2_7_greengrass = "python2.7-greengrass"
+    byol = "byol"
+    go1_9 = "go1.9"
     go1_x = "go1.x"
     ruby2_5 = "ruby2.5"
+    ruby2_6 = "ruby2.6"
     ruby2_7 = "ruby2.7"
-    provided = "provided"
-    provided_al2 = "provided.al2"
-    nodejs18_x = "nodejs18.x"
-    python3_10 = "python3.10"
-    java17 = "java17"
     ruby3_2 = "ruby3.2"
     ruby3_3 = "ruby3.3"
     ruby3_4 = "ruby3.4"
-    python3_11 = "python3.11"
-    nodejs20_x = "nodejs20.x"
+    provided = "provided"
+    provided_al2 = "provided.al2"
     provided_al2023 = "provided.al2023"
-    python3_12 = "python3.12"
-    java21 = "java21"
-    python3_13 = "python3.13"
-    nodejs22_x = "nodejs22.x"
-    nodejs24_x = "nodejs24.x"
-    python3_14 = "python3.14"
-    java25 = "java25"
+    nasa = "nasa"
+    nodejs26_x = "nodejs26.x"
+    ruby3_5 = "ruby3.5"
+    python3_15 = "python3.15"
 
 
 class SchemaRegistryEventRecordFormat(StrEnum):
@@ -326,6 +381,10 @@ class State(StrEnum):
     Active = "Active"
     Inactive = "Inactive"
     Failed = "Failed"
+    Deactivating = "Deactivating"
+    Deactivated = "Deactivated"
+    ActiveNonInvocable = "ActiveNonInvocable"
+    Deleting = "Deleting"
 
 
 class StateReasonCode(StrEnum):
@@ -353,6 +412,18 @@ class StateReasonCode(StrEnum):
     InvalidRuntime = "InvalidRuntime"
     InvalidZipFileException = "InvalidZipFileException"
     FunctionError = "FunctionError"
+    VcpuLimitExceeded = "VcpuLimitExceeded"
+    CapacityProviderScalingLimitExceeded = "CapacityProviderScalingLimitExceeded"
+    InsufficientCapacity = "InsufficientCapacity"
+    EC2RequestLimitExceeded = "EC2RequestLimitExceeded"
+    FunctionError_InitTimeout = "FunctionError.InitTimeout"
+    FunctionError_RuntimeInitError = "FunctionError.RuntimeInitError"
+    FunctionError_ExtensionInitError = "FunctionError.ExtensionInitError"
+    FunctionError_InvalidEntryPoint = "FunctionError.InvalidEntryPoint"
+    FunctionError_InvalidWorkingDirectory = "FunctionError.InvalidWorkingDirectory"
+    FunctionError_PermissionDenied = "FunctionError.PermissionDenied"
+    FunctionError_TooManyExtensions = "FunctionError.TooManyExtensions"
+    FunctionError_InitResourceExhausted = "FunctionError.InitResourceExhausted"
 
 
 class SystemLogLevel(StrEnum):
@@ -361,10 +432,6 @@ class SystemLogLevel(StrEnum):
     WARN = "WARN"
 
 
-class TenantIsolationMode(StrEnum):
-    PER_TENANT = "PER_TENANT"
-
-
 class ThrottleReason(StrEnum):
     ConcurrentInvocationLimitExceeded = "ConcurrentInvocationLimitExceeded"
     FunctionInvocationRateLimitExceeded = "FunctionInvocationRateLimitExceeded"
@@ -387,6 +454,13 @@ class UpdateRuntimeOn(StrEnum):
     FunctionUpdate = "FunctionUpdate"
 
 
+class CapacityProviderLimitExceededException(ServiceException):
+    code: str = "CapacityProviderLimitExceededException"
+    sender_fault: bool = True
+    status_code: int = 400
+    Type: String | None
+
+
 class CodeSigningConfigNotFoundException(ServiceException):
     code: str = "CodeSigningConfigNotFoundException"
     sender_fault: bool = True
@@ -465,6 +539,13 @@ class ENILimitReachedException(ServiceException):
     Type: String | None
 
 
+class FunctionVersionsPerCapacityProviderLimitExceededException(ServiceException):
+    code: str = "FunctionVersionsPerCapacityProviderLimitExceededException"
+    sender_fault: bool = True
+    status_code: int = 400
+    Type: String | None
+
+
 class InvalidCodeSignatureException(ServiceException):
     code: str = "InvalidCodeSignatureException"
     sender_fault: bool = True
@@ -542,6 +623,13 @@ class KMSNotFoundException(ServiceException):
     Type: String | None
 
 
+class NoPublishedVersionException(ServiceException):
+    code: str = "NoPublishedVersionException"
+    sender_fault: bool = True
+    status_code: int = 400
+    Type: String | None
+
+
 class PolicyLengthExceededException(ServiceException):
     code: str = "PolicyLengthExceededException"
     sender_fault: bool = True
@@ -698,14 +786,14 @@ class AddLayerVersionPermissionResponse(TypedDict, total=False):
 
 
 class AddPermissionRequest(ServiceRequest):
-    FunctionName: FunctionName
+    FunctionName: NamespacedFunctionName
     StatementId: StatementId
     Action: Action
     Principal: Principal
     SourceArn: Arn | None
     SourceAccount: SourceOwner | None
     EventSourceToken: EventSourceToken | None
-    Qualifier: Qualifier | None
+    Qualifier: NumericLatestPublishedOrAliasQualifier | None
     RevisionId: String | None
     PrincipalOrgID: PrincipalOrgID | None
     FunctionUrlAuthType: FunctionUrlAuthType | None
@@ -774,6 +862,66 @@ class AmazonManagedKafkaEventSourceConfig(TypedDict, total=False):
 BlobStream = bytes
 
 
+class TargetTrackingScalingPolicy(TypedDict, total=False):
+    PredefinedMetricType: CapacityProviderPredefinedMetricType
+    TargetValue: MetricTargetValue
+
+
+CapacityProviderScalingPoliciesList = list[TargetTrackingScalingPolicy]
+
+
+class CapacityProviderScalingConfig(TypedDict, total=False):
+    MaxVCpuCount: CapacityProviderMaxVCpuCount | None
+    ScalingMode: CapacityProviderScalingMode | None
+    ScalingPolicies: CapacityProviderScalingPoliciesList | None
+
+
+InstanceTypeSet = list[InstanceType]
+
+
+class InstanceRequirements(TypedDict, total=False):
+    Architectures: ArchitecturesList | None
+    AllowedInstanceTypes: InstanceTypeSet | None
+    ExcludedInstanceTypes: InstanceTypeSet | None
+
+
+class CapacityProviderPermissionsConfig(TypedDict, total=False):
+    CapacityProviderOperatorRoleArn: RoleArn
+
+
+CapacityProviderSecurityGroupIds = list[SecurityGroupId]
+CapacityProviderSubnetIds = list[SubnetId]
+
+
+class CapacityProviderVpcConfig(TypedDict, total=False):
+    SubnetIds: CapacityProviderSubnetIds
+    SecurityGroupIds: CapacityProviderSecurityGroupIds
+
+
+class CapacityProvider(TypedDict, total=False):
+    CapacityProviderArn: CapacityProviderArn
+    State: CapacityProviderState
+    VpcConfig: CapacityProviderVpcConfig
+    PermissionsConfig: CapacityProviderPermissionsConfig
+    InstanceRequirements: InstanceRequirements | None
+    CapacityProviderScalingConfig: CapacityProviderScalingConfig | None
+    KmsKeyArn: KMSKeyArn | None
+    LastModified: Timestamp | None
+
+
+class LambdaManagedInstancesCapacityProviderConfig(TypedDict, total=False):
+    CapacityProviderArn: CapacityProviderArn
+    PerExecutionEnvironmentMaxConcurrency: PerExecutionEnvironmentMaxConcurrency | None
+    ExecutionEnvironmentMemoryGiBPerVCpu: ExecutionEnvironmentMemoryGiBPerVCpu | None
+
+
+class CapacityProviderConfig(TypedDict, total=False):
+    LambdaManagedInstancesCapacityProviderConfig: LambdaManagedInstancesCapacityProviderConfig
+
+
+CapacityProvidersList = list[CapacityProvider]
+
+
 class CodeSigningPolicies(TypedDict, total=False):
     UntrustedArtifactOnDeployment: CodeSigningPolicy | None
 
@@ -811,7 +959,7 @@ class Cors(TypedDict, total=False):
 class CreateAliasRequest(ServiceRequest):
     FunctionName: FunctionName
     Name: Alias
-    FunctionVersion: Version
+    FunctionVersion: VersionWithLatestPublished
     Description: Description | None
     RoutingConfig: AliasRoutingConfiguration | None
 
@@ -819,6 +967,20 @@ class CreateAliasRequest(ServiceRequest):
 Tags = dict[TagKey, TagValue]
 
 
+class CreateCapacityProviderRequest(ServiceRequest):
+    CapacityProviderName: CapacityProviderName
+    VpcConfig: CapacityProviderVpcConfig
+    PermissionsConfig: CapacityProviderPermissionsConfig
+    InstanceRequirements: InstanceRequirements | None
+    CapacityProviderScalingConfig: CapacityProviderScalingConfig | None
+    KmsKeyArn: KMSKeyArnNonEmpty | None
+    Tags: Tags | None
+
+
+class CreateCapacityProviderResponse(TypedDict, total=False):
+    CapacityProvider: CapacityProvider
+
+
 class CreateCodeSigningConfigRequest(ServiceRequest):
     Description: Description | None
     AllowedPublishers: AllowedPublishers
@@ -833,7 +995,6 @@ class CreateCodeSigningConfigResponse(TypedDict, total=False):
 class ProvisionedPollerConfig(TypedDict, total=False):
     MinimumPollers: MinimumNumberOfPollers | None
     MaximumPollers: MaximumNumberOfPollers | None
-    PollerGroupName: ProvisionedPollerGroupName | None
 
 
 EventSourceMappingMetricList = list[EventSourceMappingMetric]
@@ -906,7 +1067,7 @@ class FilterCriteria(TypedDict, total=False):
 
 class CreateEventSourceMappingRequest(ServiceRequest):
     EventSourceArn: Arn | None
-    FunctionName: FunctionName
+    FunctionName: NamespacedFunctionName
     Enabled: Enabled | None
     BatchSize: BatchSize | None
     FilterCriteria: FilterCriteria | None
@@ -934,10 +1095,6 @@ class CreateEventSourceMappingRequest(ServiceRequest):
     ProvisionedPollerConfig: ProvisionedPollerConfig | None
 
 
-class TenancyConfig(TypedDict, total=False):
-    TenantIsolationMode: TenantIsolationMode
-
-
 class LoggingConfig(TypedDict, total=False):
     LogFormat: LogFormat | None
     ApplicationLogLevel: ApplicationLogLevel | None
@@ -1030,7 +1187,8 @@ class CreateFunctionRequest(ServiceRequest):
     EphemeralStorage: EphemeralStorage | None
     SnapStart: SnapStart | None
     LoggingConfig: LoggingConfig | None
-    TenancyConfig: TenancyConfig | None
+    CapacityProviderConfig: CapacityProviderConfig | None
+    PublishTo: FunctionVersionLatestPublished | None
 
 
 class CreateFunctionUrlConfigRequest(ServiceRequest):
@@ -1055,6 +1213,14 @@ class DeleteAliasRequest(ServiceRequest):
     Name: Alias
 
 
+class DeleteCapacityProviderRequest(ServiceRequest):
+    CapacityProviderName: CapacityProviderName
+
+
+class DeleteCapacityProviderResponse(TypedDict, total=False):
+    CapacityProvider: CapacityProvider
+
+
 class DeleteCodeSigningConfigRequest(ServiceRequest):
     CodeSigningConfigArn: CodeSigningConfigArn
 
@@ -1068,7 +1234,7 @@ class DeleteEventSourceMappingRequest(ServiceRequest):
 
 
 class DeleteFunctionCodeSigningConfigRequest(ServiceRequest):
-    FunctionName: FunctionName
+    FunctionName: NamespacedFunctionName
 
 
 class DeleteFunctionConcurrencyRequest(ServiceRequest):
@@ -1076,13 +1242,17 @@ class DeleteFunctionConcurrencyRequest(ServiceRequest):
 
 
 class DeleteFunctionEventInvokeConfigRequest(ServiceRequest):
-    FunctionName: FunctionName
-    Qualifier: Qualifier | None
+    FunctionName: NamespacedFunctionName
+    Qualifier: NumericLatestPublishedOrAliasQualifier | None
 
 
 class DeleteFunctionRequest(ServiceRequest):
-    FunctionName: FunctionName
-    Qualifier: Qualifier | None
+    FunctionName: NamespacedFunctionName
+    Qualifier: NumericLatestPublishedOrAliasQualifier | None
+
+
+class DeleteFunctionResponse(TypedDict, total=False):
+    StatusCode: Integer | None
 
 
 class DeleteFunctionUrlConfigRequest(ServiceRequest):
@@ -1245,7 +1415,8 @@ class FunctionConfiguration(TypedDict, total=False):
     SnapStart: SnapStartResponse | None
     RuntimeVersionConfig: RuntimeVersionConfig | None
     LoggingConfig: LoggingConfig | None
-    TenancyConfig: TenancyConfig | None
+    CapacityProviderConfig: CapacityProviderConfig | None
+    ConfigSha256: String | None
 
 
 class FunctionEventInvokeConfig(TypedDict, total=False):
@@ -1260,6 +1431,11 @@ class FunctionEventInvokeConfig(TypedDict, total=False):
 FunctionList = list[FunctionConfiguration]
 
 
+class FunctionScalingConfig(TypedDict, total=False):
+    MinExecutionEnvironments: FunctionScalingConfigExecutionEnvironments | None
+    MaxExecutionEnvironments: FunctionScalingConfigExecutionEnvironments | None
+
+
 class FunctionUrlConfig(TypedDict, total=False):
     FunctionUrl: FunctionUrl
     FunctionArn: FunctionArn
@@ -1273,6 +1449,14 @@ class FunctionUrlConfig(TypedDict, total=False):
 FunctionUrlConfigList = list[FunctionUrlConfig]
 
 
+class FunctionVersionsByCapacityProviderListItem(TypedDict, total=False):
+    FunctionArn: NameSpacedFunctionArn
+    State: State
+
+
+FunctionVersionsByCapacityProviderList = list[FunctionVersionsByCapacityProviderListItem]
+
+
 class GetAccountSettingsRequest(ServiceRequest):
     pass
 
@@ -1287,6 +1471,14 @@ class GetAliasRequest(ServiceRequest):
     Name: Alias
 
 
+class GetCapacityProviderRequest(ServiceRequest):
+    CapacityProviderName: CapacityProviderName
+
+
+class GetCapacityProviderResponse(TypedDict, total=False):
+    CapacityProvider: CapacityProvider
+
+
 class GetCodeSigningConfigRequest(ServiceRequest):
     CodeSigningConfigArn: CodeSigningConfigArn
 
@@ -1300,7 +1492,7 @@ class GetEventSourceMappingRequest(ServiceRequest):
 
 
 class GetFunctionCodeSigningConfigRequest(ServiceRequest):
-    FunctionName: FunctionName
+    FunctionName: NamespacedFunctionName
 
 
 class GetFunctionCodeSigningConfigResponse(TypedDict, total=False):
@@ -1318,12 +1510,12 @@ class GetFunctionConcurrencyResponse(TypedDict, total=False):
 
 class GetFunctionConfigurationRequest(ServiceRequest):
     FunctionName: NamespacedFunctionName
-    Qualifier: Qualifier | None
+    Qualifier: NumericLatestPublishedOrAliasQualifier | None
 
 
 class GetFunctionEventInvokeConfigRequest(ServiceRequest):
-    FunctionName: FunctionName
-    Qualifier: Qualifier | None
+    FunctionName: NamespacedFunctionName
+    Qualifier: NumericLatestPublishedOrAliasQualifier | None
 
 
 class GetFunctionRecursionConfigRequest(ServiceRequest):
@@ -1336,7 +1528,7 @@ class GetFunctionRecursionConfigResponse(TypedDict, total=False):
 
 class GetFunctionRequest(ServiceRequest):
     FunctionName: NamespacedFunctionName
-    Qualifier: Qualifier | None
+    Qualifier: NumericLatestPublishedOrAliasQualifier | None
 
 
 class TagsError(TypedDict, total=False):
@@ -1352,6 +1544,17 @@ class GetFunctionResponse(TypedDict, total=False):
     Concurrency: Concurrency | None
 
 
+class GetFunctionScalingConfigRequest(ServiceRequest):
+    FunctionName: UnqualifiedFunctionName
+    Qualifier: PublishedFunctionQualifier
+
+
+class GetFunctionScalingConfigResponse(TypedDict, total=False):
+    FunctionArn: FunctionArn | None
+    AppliedFunctionScalingConfig: FunctionScalingConfig | None
+    RequestedFunctionScalingConfig: FunctionScalingConfig | None
+
+
 class GetFunctionUrlConfigRequest(ServiceRequest):
     FunctionName: FunctionName
     Qualifier: FunctionUrlQualifier | None
@@ -1408,7 +1611,7 @@ class GetLayerVersionResponse(TypedDict, total=False):
 
 class GetPolicyRequest(ServiceRequest):
     FunctionName: NamespacedFunctionName
-    Qualifier: Qualifier | None
+    Qualifier: NumericLatestPublishedOrAliasQualifier | None
 
 
 class GetPolicyResponse(TypedDict, total=False):
@@ -1432,7 +1635,7 @@ class GetProvisionedConcurrencyConfigResponse(TypedDict, total=False):
 
 class GetRuntimeManagementConfigRequest(ServiceRequest):
     FunctionName: NamespacedFunctionName
-    Qualifier: Qualifier | None
+    Qualifier: NumericLatestPublishedOrAliasQualifier | None
 
 
 class GetRuntimeManagementConfigResponse(TypedDict, total=False):
@@ -1447,8 +1650,7 @@ class InvocationRequest(ServiceRequest):
     InvocationType: InvocationType | None
     LogType: LogType | None
     ClientContext: String | None
-    Qualifier: Qualifier | None
-    TenantId: TenantId | None
+    Qualifier: NumericLatestPublishedOrAliasQualifier | None
 
 
 class InvocationResponse(TypedDict, total=False):
@@ -1484,8 +1686,7 @@ class InvokeWithResponseStreamRequest(ServiceRequest):
     InvocationType: ResponseStreamingInvocationType | None
     LogType: LogType | None
     ClientContext: String | None
-    Qualifier: Qualifier | None
-    TenantId: TenantId | None
+    Qualifier: NumericLatestPublishedOrAliasQualifier | None
 
 
 class InvokeWithResponseStreamResponseEvent(TypedDict, total=False):
@@ -1531,7 +1732,7 @@ class LayersListItem(TypedDict, total=False):
 
 class ListAliasesRequest(ServiceRequest):
     FunctionName: FunctionName
-    FunctionVersion: Version | None
+    FunctionVersion: VersionWithLatestPublished | None
     Marker: String | None
     MaxItems: MaxListItems | None
 
@@ -1541,6 +1742,17 @@ class ListAliasesResponse(TypedDict, total=False):
     Aliases: AliasList | None
 
 
+class ListCapacityProvidersRequest(ServiceRequest):
+    State: CapacityProviderState | None
+    Marker: String | None
+    MaxItems: MaxFiftyListItems | None
+
+
+class ListCapacityProvidersResponse(TypedDict, total=False):
+    CapacityProviders: CapacityProvidersList
+    NextMarker: String | None
+
+
 class ListCodeSigningConfigsRequest(ServiceRequest):
     Marker: String | None
     MaxItems: MaxListItems | None
@@ -1553,7 +1765,7 @@ class ListCodeSigningConfigsResponse(TypedDict, total=False):
 
 class ListEventSourceMappingsRequest(ServiceRequest):
     EventSourceArn: Arn | None
-    FunctionName: FunctionName | None
+    FunctionName: NamespacedFunctionName | None
     Marker: String | None
     MaxItems: MaxListItems | None
 
@@ -1564,7 +1776,7 @@ class ListEventSourceMappingsResponse(TypedDict, total=False):
 
 
 class ListFunctionEventInvokeConfigsRequest(ServiceRequest):
-    FunctionName: FunctionName
+    FunctionName: NamespacedFunctionName
     Marker: String | None
     MaxItems: MaxFunctionEventInvokeConfigListItems | None
 
@@ -1585,6 +1797,18 @@ class ListFunctionUrlConfigsResponse(TypedDict, total=False):
     NextMarker: String | None
 
 
+class ListFunctionVersionsByCapacityProviderRequest(ServiceRequest):
+    CapacityProviderName: CapacityProviderName
+    Marker: String | None
+    MaxItems: MaxFiftyListItems | None
+
+
+class ListFunctionVersionsByCapacityProviderResponse(TypedDict, total=False):
+    CapacityProviderArn: CapacityProviderArn
+    FunctionVersions: FunctionVersionsByCapacityProviderList
+    NextMarker: String | None
+
+
 class ListFunctionsByCodeSigningConfigRequest(ServiceRequest):
     CodeSigningConfigArn: CodeSigningConfigArn
     Marker: String | None
@@ -1702,11 +1926,12 @@ class PublishVersionRequest(ServiceRequest):
     CodeSha256: String | None
     Description: Description | None
     RevisionId: String | None
+    PublishTo: FunctionVersionLatestPublished | None
 
 
 class PutFunctionCodeSigningConfigRequest(ServiceRequest):
     CodeSigningConfigArn: CodeSigningConfigArn
-    FunctionName: FunctionName
+    FunctionName: NamespacedFunctionName
 
 
 class PutFunctionCodeSigningConfigResponse(TypedDict, total=False):
@@ -1720,8 +1945,8 @@ class PutFunctionConcurrencyRequest(ServiceRequest):
 
 
 class PutFunctionEventInvokeConfigRequest(ServiceRequest):
-    FunctionName: FunctionName
-    Qualifier: Qualifier | None
+    FunctionName: NamespacedFunctionName
+    Qualifier: NumericLatestPublishedOrAliasQualifier | None
     MaximumRetryAttempts: MaximumRetryAttempts | None
     MaximumEventAgeInSeconds: MaximumEventAgeInSeconds | None
     DestinationConfig: DestinationConfig | None
@@ -1736,6 +1961,16 @@ class PutFunctionRecursionConfigResponse(TypedDict, total=False):
     RecursiveLoop: RecursiveLoop | None
 
 
+class PutFunctionScalingConfigRequest(ServiceRequest):
+    FunctionName: UnqualifiedFunctionName
+    Qualifier: PublishedFunctionQualifier
+    FunctionScalingConfig: FunctionScalingConfig | None
+
+
+class PutFunctionScalingConfigResponse(TypedDict, total=False):
+    FunctionState: State | None
+
+
 class PutProvisionedConcurrencyConfigRequest(ServiceRequest):
     FunctionName: FunctionName
     Qualifier: Qualifier
@@ -1752,8 +1987,8 @@ class PutProvisionedConcurrencyConfigResponse(TypedDict, total=False):
 
 
 class PutRuntimeManagementConfigRequest(ServiceRequest):
-    FunctionName: FunctionName
-    Qualifier: Qualifier | None
+    FunctionName: NamespacedFunctionName
+    Qualifier: NumericLatestPublishedOrAliasQualifier | None
     UpdateRuntimeOn: UpdateRuntimeOn
     RuntimeVersionArn: RuntimeVersionArn | None
 
@@ -1772,9 +2007,9 @@ class RemoveLayerVersionPermissionRequest(ServiceRequest):
 
 
 class RemovePermissionRequest(ServiceRequest):
-    FunctionName: FunctionName
+    FunctionName: NamespacedFunctionName
     StatementId: NamespacedStatementId
-    Qualifier: Qualifier | None
+    Qualifier: NumericLatestPublishedOrAliasQualifier | None
     RevisionId: String | None
 
 
@@ -1794,12 +2029,21 @@ class UntagResourceRequest(ServiceRequest):
 class UpdateAliasRequest(ServiceRequest):
     FunctionName: FunctionName
     Name: Alias
-    FunctionVersion: Version | None
+    FunctionVersion: VersionWithLatestPublished | None
     Description: Description | None
     RoutingConfig: AliasRoutingConfiguration | None
     RevisionId: String | None
 
 
+class UpdateCapacityProviderRequest(ServiceRequest):
+    CapacityProviderName: CapacityProviderName
+    CapacityProviderScalingConfig: CapacityProviderScalingConfig | None
+
+
+class UpdateCapacityProviderResponse(TypedDict, total=False):
+    CapacityProvider: CapacityProvider
+
+
 class UpdateCodeSigningConfigRequest(ServiceRequest):
     CodeSigningConfigArn: CodeSigningConfigArn
     Description: Description | None
@@ -1813,7 +2057,7 @@ class UpdateCodeSigningConfigResponse(TypedDict, total=False):
 
 class UpdateEventSourceMappingRequest(ServiceRequest):
     UUID: String
-    FunctionName: FunctionName | None
+    FunctionName: NamespacedFunctionName | None
     Enabled: Enabled | None
     BatchSize: BatchSize | None
     FilterCriteria: FilterCriteria | None
@@ -1847,6 +2091,7 @@ class UpdateFunctionCodeRequest(ServiceRequest):
     RevisionId: String | None
     Architectures: ArchitecturesList | None
     SourceKMSKeyArn: KMSKeyArn | None
+    PublishTo: FunctionVersionLatestPublished | None
 
 
 class UpdateFunctionConfigurationRequest(ServiceRequest):
@@ -1869,11 +2114,12 @@ class UpdateFunctionConfigurationRequest(ServiceRequest):
     EphemeralStorage: EphemeralStorage | None
     SnapStart: SnapStart | None
     LoggingConfig: LoggingConfig | None
+    CapacityProviderConfig: CapacityProviderConfig | None
 
 
 class UpdateFunctionEventInvokeConfigRequest(ServiceRequest):
-    FunctionName: FunctionName
-    Qualifier: Qualifier | None
+    FunctionName: NamespacedFunctionName
+    Qualifier: NumericLatestPublishedOrAliasQualifier | None
     MaximumRetryAttempts: MaximumRetryAttempts | None
     MaximumEventAgeInSeconds: MaximumEventAgeInSeconds | None
     DestinationConfig: DestinationConfig | None
@@ -1920,14 +2166,14 @@ def add_layer_version_permission(
     def add_permission(
         self,
         context: RequestContext,
-        function_name: FunctionName,
+        function_name: NamespacedFunctionName,
         statement_id: StatementId,
         action: Action,
         principal: Principal,
         source_arn: Arn | None = None,
         source_account: SourceOwner | None = None,
         event_source_token: EventSourceToken | None = None,
-        qualifier: Qualifier | None = None,
+        qualifier: NumericLatestPublishedOrAliasQualifier | None = None,
         revision_id: String | None = None,
         principal_org_id: PrincipalOrgID | None = None,
         function_url_auth_type: FunctionUrlAuthType | None = None,
@@ -1942,13 +2188,28 @@ def create_alias(
         context: RequestContext,
         function_name: FunctionName,
         name: Alias,
-        function_version: Version,
+        function_version: VersionWithLatestPublished,
         description: Description | None = None,
         routing_config: AliasRoutingConfiguration | None = None,
         **kwargs,
     ) -> AliasConfiguration:
         raise NotImplementedError
 
+    @handler("CreateCapacityProvider")
+    def create_capacity_provider(
+        self,
+        context: RequestContext,
+        capacity_provider_name: CapacityProviderName,
+        vpc_config: CapacityProviderVpcConfig,
+        permissions_config: CapacityProviderPermissionsConfig,
+        instance_requirements: InstanceRequirements | None = None,
+        capacity_provider_scaling_config: CapacityProviderScalingConfig | None = None,
+        kms_key_arn: KMSKeyArnNonEmpty | None = None,
+        tags: Tags | None = None,
+        **kwargs,
+    ) -> CreateCapacityProviderResponse:
+        raise NotImplementedError
+
     @handler("CreateCodeSigningConfig")
     def create_code_signing_config(
         self,
@@ -1965,7 +2226,7 @@ def create_code_signing_config(
     def create_event_source_mapping(
         self,
         context: RequestContext,
-        function_name: FunctionName,
+        function_name: NamespacedFunctionName,
         event_source_arn: Arn | None = None,
         enabled: Enabled | None = None,
         batch_size: BatchSize | None = None,
@@ -2024,7 +2285,8 @@ def create_function(
         ephemeral_storage: EphemeralStorage | None = None,
         snap_start: SnapStart | None = None,
         logging_config: LoggingConfig | None = None,
-        tenancy_config: TenancyConfig | None = None,
+        capacity_provider_config: CapacityProviderConfig | None = None,
+        publish_to: FunctionVersionLatestPublished | None = None,
         **kwargs,
     ) -> FunctionConfiguration:
         raise NotImplementedError
@@ -2048,6 +2310,12 @@ def delete_alias(
     ) -> None:
         raise NotImplementedError
 
+    @handler("DeleteCapacityProvider")
+    def delete_capacity_provider(
+        self, context: RequestContext, capacity_provider_name: CapacityProviderName, **kwargs
+    ) -> DeleteCapacityProviderResponse:
+        raise NotImplementedError
+
     @handler("DeleteCodeSigningConfig")
     def delete_code_signing_config(
         self, context: RequestContext, code_signing_config_arn: CodeSigningConfigArn, **kwargs
@@ -2064,15 +2332,15 @@ def delete_event_source_mapping(
     def delete_function(
         self,
         context: RequestContext,
-        function_name: FunctionName,
-        qualifier: Qualifier | None = None,
+        function_name: NamespacedFunctionName,
+        qualifier: NumericLatestPublishedOrAliasQualifier | None = None,
         **kwargs,
-    ) -> None:
+    ) -> DeleteFunctionResponse:
         raise NotImplementedError
 
     @handler("DeleteFunctionCodeSigningConfig")
     def delete_function_code_signing_config(
-        self, context: RequestContext, function_name: FunctionName, **kwargs
+        self, context: RequestContext, function_name: NamespacedFunctionName, **kwargs
     ) -> None:
         raise NotImplementedError
 
@@ -2086,8 +2354,8 @@ def delete_function_concurrency(
     def delete_function_event_invoke_config(
         self,
         context: RequestContext,
-        function_name: FunctionName,
-        qualifier: Qualifier | None = None,
+        function_name: NamespacedFunctionName,
+        qualifier: NumericLatestPublishedOrAliasQualifier | None = None,
         **kwargs,
     ) -> None:
         raise NotImplementedError
@@ -2128,6 +2396,12 @@ def get_alias(
     ) -> AliasConfiguration:
         raise NotImplementedError
 
+    @handler("GetCapacityProvider")
+    def get_capacity_provider(
+        self, context: RequestContext, capacity_provider_name: CapacityProviderName, **kwargs
+    ) -> GetCapacityProviderResponse:
+        raise NotImplementedError
+
     @handler("GetCodeSigningConfig")
     def get_code_signing_config(
         self, context: RequestContext, code_signing_config_arn: CodeSigningConfigArn, **kwargs
@@ -2145,14 +2419,14 @@ def get_function(
         self,
         context: RequestContext,
         function_name: NamespacedFunctionName,
-        qualifier: Qualifier | None = None,
+        qualifier: NumericLatestPublishedOrAliasQualifier | None = None,
         **kwargs,
     ) -> GetFunctionResponse:
         raise NotImplementedError
 
     @handler("GetFunctionCodeSigningConfig")
     def get_function_code_signing_config(
-        self, context: RequestContext, function_name: FunctionName, **kwargs
+        self, context: RequestContext, function_name: NamespacedFunctionName, **kwargs
     ) -> GetFunctionCodeSigningConfigResponse:
         raise NotImplementedError
 
@@ -2167,7 +2441,7 @@ def get_function_configuration(
         self,
         context: RequestContext,
         function_name: NamespacedFunctionName,
-        qualifier: Qualifier | None = None,
+        qualifier: NumericLatestPublishedOrAliasQualifier | None = None,
         **kwargs,
     ) -> FunctionConfiguration:
         raise NotImplementedError
@@ -2176,8 +2450,8 @@ def get_function_configuration(
     def get_function_event_invoke_config(
         self,
         context: RequestContext,
-        function_name: FunctionName,
-        qualifier: Qualifier | None = None,
+        function_name: NamespacedFunctionName,
+        qualifier: NumericLatestPublishedOrAliasQualifier | None = None,
         **kwargs,
     ) -> FunctionEventInvokeConfig:
         raise NotImplementedError
@@ -2188,6 +2462,16 @@ def get_function_recursion_config(
     ) -> GetFunctionRecursionConfigResponse:
         raise NotImplementedError
 
+    @handler("GetFunctionScalingConfig")
+    def get_function_scaling_config(
+        self,
+        context: RequestContext,
+        function_name: UnqualifiedFunctionName,
+        qualifier: PublishedFunctionQualifier,
+        **kwargs,
+    ) -> GetFunctionScalingConfigResponse:
+        raise NotImplementedError
+
     @handler("GetFunctionUrlConfig")
     def get_function_url_config(
         self,
@@ -2229,7 +2513,7 @@ def get_policy(
         self,
         context: RequestContext,
         function_name: NamespacedFunctionName,
-        qualifier: Qualifier | None = None,
+        qualifier: NumericLatestPublishedOrAliasQualifier | None = None,
         **kwargs,
     ) -> GetPolicyResponse:
         raise NotImplementedError
@@ -2245,7 +2529,7 @@ def get_runtime_management_config(
         self,
         context: RequestContext,
         function_name: NamespacedFunctionName,
-        qualifier: Qualifier | None = None,
+        qualifier: NumericLatestPublishedOrAliasQualifier | None = None,
         **kwargs,
     ) -> GetRuntimeManagementConfigResponse:
         raise NotImplementedError
@@ -2259,8 +2543,7 @@ def invoke(
         log_type: LogType | None = None,
         client_context: String | None = None,
         payload: IO[Blob] | None = None,
-        qualifier: Qualifier | None = None,
-        tenant_id: TenantId | None = None,
+        qualifier: NumericLatestPublishedOrAliasQualifier | None = None,
         **kwargs,
     ) -> InvocationResponse:
         raise NotImplementedError
@@ -2283,9 +2566,8 @@ def invoke_with_response_stream(
         invocation_type: ResponseStreamingInvocationType | None = None,
         log_type: LogType | None = None,
         client_context: String | None = None,
-        qualifier: Qualifier | None = None,
+        qualifier: NumericLatestPublishedOrAliasQualifier | None = None,
         payload: IO[Blob] | None = None,
-        tenant_id: TenantId | None = None,
         **kwargs,
     ) -> InvokeWithResponseStreamResponse:
         raise NotImplementedError
@@ -2295,13 +2577,24 @@ def list_aliases(
         self,
         context: RequestContext,
         function_name: FunctionName,
-        function_version: Version | None = None,
+        function_version: VersionWithLatestPublished | None = None,
         marker: String | None = None,
         max_items: MaxListItems | None = None,
         **kwargs,
     ) -> ListAliasesResponse:
         raise NotImplementedError
 
+    @handler("ListCapacityProviders")
+    def list_capacity_providers(
+        self,
+        context: RequestContext,
+        state: CapacityProviderState | None = None,
+        marker: String | None = None,
+        max_items: MaxFiftyListItems | None = None,
+        **kwargs,
+    ) -> ListCapacityProvidersResponse:
+        raise NotImplementedError
+
     @handler("ListCodeSigningConfigs")
     def list_code_signing_configs(
         self,
@@ -2317,7 +2610,7 @@ def list_event_source_mappings(
         self,
         context: RequestContext,
         event_source_arn: Arn | None = None,
-        function_name: FunctionName | None = None,
+        function_name: NamespacedFunctionName | None = None,
         marker: String | None = None,
         max_items: MaxListItems | None = None,
         **kwargs,
@@ -2328,7 +2621,7 @@ def list_event_source_mappings(
     def list_function_event_invoke_configs(
         self,
         context: RequestContext,
-        function_name: FunctionName,
+        function_name: NamespacedFunctionName,
         marker: String | None = None,
         max_items: MaxFunctionEventInvokeConfigListItems | None = None,
         **kwargs,
@@ -2346,6 +2639,17 @@ def list_function_url_configs(
     ) -> ListFunctionUrlConfigsResponse:
         raise NotImplementedError
 
+    @handler("ListFunctionVersionsByCapacityProvider")
+    def list_function_versions_by_capacity_provider(
+        self,
+        context: RequestContext,
+        capacity_provider_name: CapacityProviderName,
+        marker: String | None = None,
+        max_items: MaxFiftyListItems | None = None,
+        **kwargs,
+    ) -> ListFunctionVersionsByCapacityProviderResponse:
+        raise NotImplementedError
+
     @handler("ListFunctions")
     def list_functions(
         self,
@@ -2444,6 +2748,7 @@ def publish_version(
         code_sha256: String | None = None,
         description: Description | None = None,
         revision_id: String | None = None,
+        publish_to: FunctionVersionLatestPublished | None = None,
         **kwargs,
     ) -> FunctionConfiguration:
         raise NotImplementedError
@@ -2453,7 +2758,7 @@ def put_function_code_signing_config(
         self,
         context: RequestContext,
         code_signing_config_arn: CodeSigningConfigArn,
-        function_name: FunctionName,
+        function_name: NamespacedFunctionName,
         **kwargs,
     ) -> PutFunctionCodeSigningConfigResponse:
         raise NotImplementedError
@@ -2472,8 +2777,8 @@ def put_function_concurrency(
     def put_function_event_invoke_config(
         self,
         context: RequestContext,
-        function_name: FunctionName,
-        qualifier: Qualifier | None = None,
+        function_name: NamespacedFunctionName,
+        qualifier: NumericLatestPublishedOrAliasQualifier | None = None,
         maximum_retry_attempts: MaximumRetryAttempts | None = None,
         maximum_event_age_in_seconds: MaximumEventAgeInSeconds | None = None,
         destination_config: DestinationConfig | None = None,
@@ -2491,6 +2796,17 @@ def put_function_recursion_config(
     ) -> PutFunctionRecursionConfigResponse:
         raise NotImplementedError
 
+    @handler("PutFunctionScalingConfig")
+    def put_function_scaling_config(
+        self,
+        context: RequestContext,
+        function_name: UnqualifiedFunctionName,
+        qualifier: PublishedFunctionQualifier,
+        function_scaling_config: FunctionScalingConfig | None = None,
+        **kwargs,
+    ) -> PutFunctionScalingConfigResponse:
+        raise NotImplementedError
+
     @handler("PutProvisionedConcurrencyConfig")
     def put_provisioned_concurrency_config(
         self,
@@ -2506,9 +2822,9 @@ def put_provisioned_concurrency_config(
     def put_runtime_management_config(
         self,
         context: RequestContext,
-        function_name: FunctionName,
+        function_name: NamespacedFunctionName,
         update_runtime_on: UpdateRuntimeOn,
-        qualifier: Qualifier | None = None,
+        qualifier: NumericLatestPublishedOrAliasQualifier | None = None,
         runtime_version_arn: RuntimeVersionArn | None = None,
         **kwargs,
     ) -> PutRuntimeManagementConfigResponse:
@@ -2530,9 +2846,9 @@ def remove_layer_version_permission(
     def remove_permission(
         self,
         context: RequestContext,
-        function_name: FunctionName,
+        function_name: NamespacedFunctionName,
         statement_id: NamespacedStatementId,
-        qualifier: Qualifier | None = None,
+        qualifier: NumericLatestPublishedOrAliasQualifier | None = None,
         revision_id: String | None = None,
         **kwargs,
     ) -> None:
@@ -2556,7 +2872,7 @@ def update_alias(
         context: RequestContext,
         function_name: FunctionName,
         name: Alias,
-        function_version: Version | None = None,
+        function_version: VersionWithLatestPublished | None = None,
         description: Description | None = None,
         routing_config: AliasRoutingConfiguration | None = None,
         revision_id: String | None = None,
@@ -2564,6 +2880,16 @@ def update_alias(
     ) -> AliasConfiguration:
         raise NotImplementedError
 
+    @handler("UpdateCapacityProvider")
+    def update_capacity_provider(
+        self,
+        context: RequestContext,
+        capacity_provider_name: CapacityProviderName,
+        capacity_provider_scaling_config: CapacityProviderScalingConfig | None = None,
+        **kwargs,
+    ) -> UpdateCapacityProviderResponse:
+        raise NotImplementedError
+
     @handler("UpdateCodeSigningConfig")
     def update_code_signing_config(
         self,
@@ -2581,7 +2907,7 @@ def update_event_source_mapping(
         self,
         context: RequestContext,
         uuid: String,
-        function_name: FunctionName | None = None,
+        function_name: NamespacedFunctionName | None = None,
         enabled: Enabled | None = None,
         batch_size: BatchSize | None = None,
         filter_criteria: FilterCriteria | None = None,
@@ -2620,6 +2946,7 @@ def update_function_code(
         revision_id: String | None = None,
         architectures: ArchitecturesList | None = None,
         source_kms_key_arn: KMSKeyArn | None = None,
+        publish_to: FunctionVersionLatestPublished | None = None,
         **kwargs,
     ) -> FunctionConfiguration:
         raise NotImplementedError
@@ -2647,6 +2974,7 @@ def update_function_configuration(
         ephemeral_storage: EphemeralStorage | None = None,
         snap_start: SnapStart | None = None,
         logging_config: LoggingConfig | None = None,
+        capacity_provider_config: CapacityProviderConfig | None = None,
         **kwargs,
     ) -> FunctionConfiguration:
         raise NotImplementedError
@@ -2655,8 +2983,8 @@ def update_function_configuration(
     def update_function_event_invoke_config(
         self,
         context: RequestContext,
-        function_name: FunctionName,
-        qualifier: Qualifier | None = None,
+        function_name: NamespacedFunctionName,
+        qualifier: NumericLatestPublishedOrAliasQualifier | None = None,
         maximum_retry_attempts: MaximumRetryAttempts | None = None,
         maximum_event_age_in_seconds: MaximumEventAgeInSeconds | None = None,
         destination_config: DestinationConfig | None = None,
diff --git a/localstack-core/localstack/aws/data/lambda/2025-11-30/README.md b/localstack-core/localstack/aws/data/lambda/2025-11-30/README.md
new file mode 100644
index 0000000000000..698cdd4409003
--- /dev/null
+++ b/localstack-core/localstack/aws/data/lambda/2025-11-30/README.md
@@ -0,0 +1,2 @@
+The specifications here overwrite the default Lambda specs in botocore with the specs we got as part of our partnership with the AWS Lambda team for the co-launch of Lambda Managed Instances.
+- `service-2.json` contains the new public API model (status 2025-11-24). The directory follows the `requestUri` naming `2025-11-30` (e.g., `CreateCapacityProvider`).
diff --git a/localstack-core/localstack/aws/data/lambda/2025-11-30/service-2.json b/localstack-core/localstack/aws/data/lambda/2025-11-30/service-2.json
new file mode 100644
index 0000000000000..0f8dee9280c4b
--- /dev/null
+++ b/localstack-core/localstack/aws/data/lambda/2025-11-30/service-2.json
@@ -0,0 +1,7416 @@
+{
+  "version":"2.0",
+  "metadata":{
+    "apiVersion":"2015-03-31",
+    "auth":["aws.auth#sigv4"],
+    "endpointPrefix":"lambda",
+    "protocol":"rest-json",
+    "protocols":["rest-json"],
+    "serviceFullName":"AWS Lambda",
+    "serviceId":"Lambda",
+    "signatureVersion":"v4",
+    "signingName":"lambda",
+    "uid":"lambda-2015-03-31"
+  },
+  "operations":{
+    "AddLayerVersionPermission":{
+      "name":"AddLayerVersionPermission",
+      "http":{
+        "method":"POST",
+        "requestUri":"/2018-10-31/layers/{LayerName}/versions/{VersionNumber}/policy",
+        "responseCode":201
+      },
+      "input":{"shape":"AddLayerVersionPermissionRequest"},
+      "output":{"shape":"AddLayerVersionPermissionResponse"},
+      "errors":[
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"ResourceConflictException"},
+        {"shape":"ServiceException"},
+        {"shape":"TooManyRequestsException"},
+        {"shape":"PolicyLengthExceededException"},
+        {"shape":"ResourceNotFoundException"},
+        {"shape":"PreconditionFailedException"}
+      ],
+      "documentation":"<p>Adds permissions to the resource-based policy of a version of an <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-layers.html\">Lambda layer</a>. Use this action to grant layer usage permission to other accounts. You can grant permission to a single account, all accounts in an organization, or all Amazon Web Services accounts. </p> <p>To revoke permission, call <a>RemoveLayerVersionPermission</a> with the statement ID that you specified when you added it.</p>"
+    },
+    "AddPermission":{
+      "name":"AddPermission",
+      "http":{
+        "method":"POST",
+        "requestUri":"/2015-03-31/functions/{FunctionName}/policy",
+        "responseCode":201
+      },
+      "input":{"shape":"AddPermissionRequest"},
+      "output":{"shape":"AddPermissionResponse"},
+      "errors":[
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"ResourceConflictException"},
+        {"shape":"ServiceException"},
+        {"shape":"TooManyRequestsException"},
+        {"shape":"PolicyLengthExceededException"},
+        {"shape":"ResourceNotFoundException"},
+        {"shape":"PreconditionFailedException"}
+      ],
+      "documentation":"<p>Grants a <a href=\"https://docs.aws.amazon.com/IAM/latest/UserGuide/reference_policies_elements_principal.html#Principal_specifying\">principal</a> permission to use a function. You can apply the policy at the function level, or specify a qualifier to restrict access to a single version or alias. If you use a qualifier, the invoker must use the full Amazon Resource Name (ARN) of that version or alias to invoke the function. Note: Lambda does not support adding policies to version $LATEST.</p> <p>To grant permission to another account, specify the account ID as the <code>Principal</code>. To grant permission to an organization defined in Organizations, specify the organization ID as the <code>PrincipalOrgID</code>. For Amazon Web Services services, the principal is a domain-style identifier that the service defines, such as <code>s3.amazonaws.com</code> or <code>sns.amazonaws.com</code>. For Amazon Web Services services, you can also specify the ARN of the associated resource as the <code>SourceArn</code>. If you grant permission to a service principal without specifying the source, other accounts could potentially configure resources in their account to invoke your Lambda function.</p> <p>This operation adds a statement to a resource-based permissions policy for the function. For more information about function policies, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/access-control-resource-based.html\">Using resource-based policies for Lambda</a>.</p>"
+    },
+    "CreateAlias":{
+      "name":"CreateAlias",
+      "http":{
+        "method":"POST",
+        "requestUri":"/2015-03-31/functions/{FunctionName}/aliases",
+        "responseCode":201
+      },
+      "input":{"shape":"CreateAliasRequest"},
+      "output":{"shape":"AliasConfiguration"},
+      "errors":[
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"ResourceConflictException"},
+        {"shape":"ServiceException"},
+        {"shape":"TooManyRequestsException"},
+        {"shape":"ResourceNotFoundException"}
+      ],
+      "documentation":"<p>Creates an <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-aliases.html\">alias</a> for a Lambda function version. Use aliases to provide clients with a function identifier that you can update to invoke a different version.</p> <p>You can also map an alias to split invocation requests between two versions. Use the <code>RoutingConfig</code> parameter to specify a second version and the percentage of invocation requests that it receives.</p>",
+      "idempotent":true
+    },
+    "CreateCapacityProvider":{
+      "name":"CreateCapacityProvider",
+      "http":{
+        "method":"POST",
+        "requestUri":"/2025-11-30/capacity-providers",
+        "responseCode":202
+      },
+      "input":{"shape":"CreateCapacityProviderRequest"},
+      "output":{"shape":"CreateCapacityProviderResponse"},
+      "errors":[
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"ResourceConflictException"},
+        {"shape":"ServiceException"},
+        {"shape":"TooManyRequestsException"},
+        {"shape":"CapacityProviderLimitExceededException"}
+      ],
+      "idempotent":true
+    },
+    "CreateCodeSigningConfig":{
+      "name":"CreateCodeSigningConfig",
+      "http":{
+        "method":"POST",
+        "requestUri":"/2020-04-22/code-signing-configs",
+        "responseCode":201
+      },
+      "input":{"shape":"CreateCodeSigningConfigRequest"},
+      "output":{"shape":"CreateCodeSigningConfigResponse"},
+      "errors":[
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"ServiceException"}
+      ],
+      "documentation":"<p>Creates a code signing configuration. A <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-codesigning.html\">code signing configuration</a> defines a list of allowed signing profiles and defines the code-signing validation policy (action to be taken if deployment validation checks fail). </p>"
+    },
+    "CreateEventSourceMapping":{
+      "name":"CreateEventSourceMapping",
+      "http":{
+        "method":"POST",
+        "requestUri":"/2015-03-31/event-source-mappings",
+        "responseCode":202
+      },
+      "input":{"shape":"CreateEventSourceMappingRequest"},
+      "output":{"shape":"EventSourceMappingConfiguration"},
+      "errors":[
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"ResourceConflictException"},
+        {"shape":"ServiceException"},
+        {"shape":"TooManyRequestsException"},
+        {"shape":"ResourceNotFoundException"}
+      ],
+      "documentation":"<p>Creates a mapping between an event source and an Lambda function. Lambda reads items from the event source and invokes the function.</p> <p>For details about how to configure different event sources, see the following topics. </p> <ul> <li> <p> <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-ddb.html#services-dynamodb-eventsourcemapping\"> Amazon DynamoDB Streams</a> </p> </li> <li> <p> <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-kinesis.html#services-kinesis-eventsourcemapping\"> Amazon Kinesis</a> </p> </li> <li> <p> <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-sqs.html#events-sqs-eventsource\"> Amazon SQS</a> </p> </li> <li> <p> <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-mq.html#services-mq-eventsourcemapping\"> Amazon MQ and RabbitMQ</a> </p> </li> <li> <p> <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-msk.html\"> Amazon MSK</a> </p> </li> <li> <p> <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/kafka-smaa.html\"> Apache Kafka</a> </p> </li> <li> <p> <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-documentdb.html\"> Amazon DocumentDB</a> </p> </li> </ul> <p>The following error handling options are available only for DynamoDB and Kinesis event sources:</p> <ul> <li> <p> <code>BisectBatchOnFunctionError</code> – If the function returns an error, split the batch in two and retry.</p> </li> <li> <p> <code>MaximumRecordAgeInSeconds</code> – Discard records older than the specified age. The default value is infinite (-1). When set to infinite (-1), failed records are retried until the record expires</p> </li> <li> <p> <code>MaximumRetryAttempts</code> – Discard records after the specified number of retries. The default value is infinite (-1). When set to infinite (-1), failed records are retried until the record expires.</p> </li> <li> <p> <code>ParallelizationFactor</code> – Process multiple batches from each shard concurrently.</p> </li> </ul> <p>For stream sources (DynamoDB, Kinesis, Amazon MSK, and self-managed Apache Kafka), the following option is also available:</p> <ul> <li> <p> <code>OnFailure</code> – Send discarded records to an Amazon SQS queue, Amazon SNS topic, or Amazon S3 bucket. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/invocation-async-retain-records.html#invocation-async-destinations\">Adding a destination</a>.</p> </li> </ul> <p>For information about which configuration parameters apply to each event source, see the following topics.</p> <ul> <li> <p> <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-ddb.html#services-ddb-params\"> Amazon DynamoDB Streams</a> </p> </li> <li> <p> <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-kinesis.html#services-kinesis-params\"> Amazon Kinesis</a> </p> </li> <li> <p> <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-sqs.html#services-sqs-params\"> Amazon SQS</a> </p> </li> <li> <p> <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-mq.html#services-mq-params\"> Amazon MQ and RabbitMQ</a> </p> </li> <li> <p> <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-msk.html#services-msk-parms\"> Amazon MSK</a> </p> </li> <li> <p> <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-kafka.html#services-kafka-parms\"> Apache Kafka</a> </p> </li> <li> <p> <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-documentdb.html#docdb-configuration\"> Amazon DocumentDB</a> </p> </li> </ul>"
+    },
+    "CreateFunction":{
+      "name":"CreateFunction",
+      "http":{
+        "method":"POST",
+        "requestUri":"/2015-03-31/functions",
+        "responseCode":201
+      },
+      "input":{"shape":"CreateFunctionRequest"},
+      "output":{"shape":"FunctionConfiguration"},
+      "errors":[
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"ResourceConflictException"},
+        {"shape":"ServiceException"},
+        {"shape":"TooManyRequestsException"},
+        {"shape":"InvalidCodeSignatureException"},
+        {"shape":"ResourceNotFoundException"},
+        {"shape":"CodeVerificationFailedException"},
+        {"shape":"CodeSigningConfigNotFoundException"},
+        {"shape":"CodeStorageExceededException"},
+        {"shape":"FunctionVersionsPerCapacityProviderLimitExceededException"}
+      ],
+      "documentation":"<p>Creates a Lambda function. To create a function, you need a <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/gettingstarted-package.html\">deployment package</a> and an <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/intro-permission-model.html#lambda-intro-execution-role\">execution role</a>. The deployment package is a .zip file archive or container image that contains your function code. The execution role grants the function permission to use Amazon Web Services services, such as Amazon CloudWatch Logs for log streaming and X-Ray for request tracing.</p> <p>If the deployment package is a <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/lambda-images.html\">container image</a>, then you set the package type to <code>Image</code>. For a container image, the code property must include the URI of a container image in the Amazon ECR registry. You do not need to specify the handler and runtime properties.</p> <p>If the deployment package is a <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/gettingstarted-package.html#gettingstarted-package-zip\">.zip file archive</a>, then you set the package type to <code>Zip</code>. For a .zip file archive, the code property specifies the location of the .zip file. You must also specify the handler and runtime properties. The code in the deployment package must be compatible with the target instruction set architecture of the function (<code>x86-64</code> or <code>arm64</code>). If you do not specify the architecture, then the default value is <code>x86-64</code>.</p> <p>When you create a function, Lambda provisions an instance of the function and its supporting resources. If your function connects to a VPC, this process can take a minute or so. During this time, you can't invoke or modify the function. The <code>State</code>, <code>StateReason</code>, and <code>StateReasonCode</code> fields in the response from <a>GetFunctionConfiguration</a> indicate when the function is ready to invoke. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/functions-states.html\">Lambda function states</a>.</p> <p>A function has an unpublished version, and can have published versions and aliases. The unpublished version changes when you update your function's code and configuration. A published version is a snapshot of your function code and configuration that can't be changed. An alias is a named resource that maps to a version, and can be changed to map to a different version. Use the <code>Publish</code> parameter to create version <code>1</code> of your function from its initial configuration.</p> <p>The other parameters let you configure version-specific and function-level settings. You can modify version-specific settings later with <a>UpdateFunctionConfiguration</a>. Function-level settings apply to both the unpublished and published versions of the function, and include tags (<a>TagResource</a>) and per-function concurrency limits (<a>PutFunctionConcurrency</a>).</p> <p>You can use code signing if your deployment package is a .zip file archive. To enable code signing for this function, specify the ARN of a code-signing configuration. When a user attempts to deploy a code package with <a>UpdateFunctionCode</a>, Lambda checks that the code package has a valid signature from a trusted publisher. The code-signing configuration includes set of signing profiles, which define the trusted publishers for this function.</p> <p>If another Amazon Web Services account or an Amazon Web Services service invokes your function, use <a>AddPermission</a> to grant permission by creating a resource-based Identity and Access Management (IAM) policy. You can grant permissions at the function level, on a version, or on an alias.</p> <p>To invoke your function directly, use <a>Invoke</a>. To invoke your function in response to events in other Amazon Web Services services, create an event source mapping (<a>CreateEventSourceMapping</a>), or configure a function trigger in the other service. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/lambda-invocation.html\">Invoking Lambda functions</a>.</p>",
+      "idempotent":true
+    },
+    "CreateFunctionUrlConfig":{
+      "name":"CreateFunctionUrlConfig",
+      "http":{
+        "method":"POST",
+        "requestUri":"/2021-10-31/functions/{FunctionName}/url",
+        "responseCode":201
+      },
+      "input":{"shape":"CreateFunctionUrlConfigRequest"},
+      "output":{"shape":"CreateFunctionUrlConfigResponse"},
+      "errors":[
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"ResourceConflictException"},
+        {"shape":"ServiceException"},
+        {"shape":"TooManyRequestsException"},
+        {"shape":"ResourceNotFoundException"}
+      ],
+      "documentation":"<p>Creates a Lambda function URL with the specified configuration parameters. A function URL is a dedicated HTTP(S) endpoint that you can use to invoke your function.</p>"
+    },
+    "DeleteAlias":{
+      "name":"DeleteAlias",
+      "http":{
+        "method":"DELETE",
+        "requestUri":"/2015-03-31/functions/{FunctionName}/aliases/{Name}",
+        "responseCode":204
+      },
+      "input":{"shape":"DeleteAliasRequest"},
+      "errors":[
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"ResourceConflictException"},
+        {"shape":"ServiceException"},
+        {"shape":"TooManyRequestsException"}
+      ],
+      "documentation":"<p>Deletes a Lambda function <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-aliases.html\">alias</a>.</p>",
+      "idempotent":true
+    },
+    "DeleteCapacityProvider":{
+      "name":"DeleteCapacityProvider",
+      "http":{
+        "method":"DELETE",
+        "requestUri":"/2025-11-30/capacity-providers/{CapacityProviderName}",
+        "responseCode":202
+      },
+      "input":{"shape":"DeleteCapacityProviderRequest"},
+      "output":{"shape":"DeleteCapacityProviderResponse"},
+      "errors":[
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"ResourceConflictException"},
+        {"shape":"ServiceException"},
+        {"shape":"TooManyRequestsException"},
+        {"shape":"ResourceNotFoundException"}
+      ],
+      "idempotent":true
+    },
+    "DeleteCodeSigningConfig":{
+      "name":"DeleteCodeSigningConfig",
+      "http":{
+        "method":"DELETE",
+        "requestUri":"/2020-04-22/code-signing-configs/{CodeSigningConfigArn}",
+        "responseCode":204
+      },
+      "input":{"shape":"DeleteCodeSigningConfigRequest"},
+      "output":{"shape":"DeleteCodeSigningConfigResponse"},
+      "errors":[
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"ResourceConflictException"},
+        {"shape":"ServiceException"},
+        {"shape":"ResourceNotFoundException"}
+      ],
+      "documentation":"<p>Deletes the code signing configuration. You can delete the code signing configuration only if no function is using it. </p>",
+      "idempotent":true
+    },
+    "DeleteEventSourceMapping":{
+      "name":"DeleteEventSourceMapping",
+      "http":{
+        "method":"DELETE",
+        "requestUri":"/2015-03-31/event-source-mappings/{UUID}",
+        "responseCode":202
+      },
+      "input":{"shape":"DeleteEventSourceMappingRequest"},
+      "output":{"shape":"EventSourceMappingConfiguration"},
+      "errors":[
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"ResourceInUseException"},
+        {"shape":"ResourceConflictException"},
+        {"shape":"ServiceException"},
+        {"shape":"TooManyRequestsException"},
+        {"shape":"ResourceNotFoundException"}
+      ],
+      "documentation":"<p>Deletes an <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/intro-invocation-modes.html\">event source mapping</a>. You can get the identifier of a mapping from the output of <a>ListEventSourceMappings</a>.</p> <p>When you delete an event source mapping, it enters a <code>Deleting</code> state and might not be completely deleted for several seconds.</p>",
+      "idempotent":true
+    },
+    "DeleteFunction":{
+      "name":"DeleteFunction",
+      "http":{
+        "method":"DELETE",
+        "requestUri":"/2015-03-31/functions/{FunctionName}",
+        "responseCode":200
+      },
+      "input":{"shape":"DeleteFunctionRequest"},
+      "output":{"shape":"DeleteFunctionResponse"},
+      "errors":[
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"ResourceConflictException"},
+        {"shape":"ServiceException"},
+        {"shape":"TooManyRequestsException"},
+        {"shape":"ResourceNotFoundException"}
+      ],
+      "documentation":"<p>Deletes a Lambda function. To delete a specific function version, use the <code>Qualifier</code> parameter. Otherwise, all versions and aliases are deleted. This doesn't require the user to have explicit permissions for <a>DeleteAlias</a>.</p> <p>To delete Lambda event source mappings that invoke a function, use <a>DeleteEventSourceMapping</a>. For Amazon Web Services services and resources that invoke your function directly, delete the trigger in the service where you originally configured it.</p>",
+      "idempotent":true
+    },
+    "DeleteFunctionCodeSigningConfig":{
+      "name":"DeleteFunctionCodeSigningConfig",
+      "http":{
+        "method":"DELETE",
+        "requestUri":"/2020-06-30/functions/{FunctionName}/code-signing-config",
+        "responseCode":204
+      },
+      "input":{"shape":"DeleteFunctionCodeSigningConfigRequest"},
+      "errors":[
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"ResourceConflictException"},
+        {"shape":"ServiceException"},
+        {"shape":"TooManyRequestsException"},
+        {"shape":"ResourceNotFoundException"},
+        {"shape":"CodeSigningConfigNotFoundException"}
+      ],
+      "documentation":"<p>Removes the code signing configuration from the function.</p>"
+    },
+    "DeleteFunctionConcurrency":{
+      "name":"DeleteFunctionConcurrency",
+      "http":{
+        "method":"DELETE",
+        "requestUri":"/2017-10-31/functions/{FunctionName}/concurrency",
+        "responseCode":204
+      },
+      "input":{"shape":"DeleteFunctionConcurrencyRequest"},
+      "errors":[
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"ResourceConflictException"},
+        {"shape":"ServiceException"},
+        {"shape":"TooManyRequestsException"},
+        {"shape":"ResourceNotFoundException"}
+      ],
+      "documentation":"<p>Removes a concurrent execution limit from a function.</p>"
+    },
+    "DeleteFunctionEventInvokeConfig":{
+      "name":"DeleteFunctionEventInvokeConfig",
+      "http":{
+        "method":"DELETE",
+        "requestUri":"/2019-09-25/functions/{FunctionName}/event-invoke-config",
+        "responseCode":204
+      },
+      "input":{"shape":"DeleteFunctionEventInvokeConfigRequest"},
+      "errors":[
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"ResourceConflictException"},
+        {"shape":"ServiceException"},
+        {"shape":"TooManyRequestsException"},
+        {"shape":"ResourceNotFoundException"}
+      ],
+      "documentation":"<p>Deletes the configuration for asynchronous invocation for a function, version, or alias.</p> <p>To configure options for asynchronous invocation, use <a>PutFunctionEventInvokeConfig</a>.</p>"
+    },
+    "DeleteFunctionUrlConfig":{
+      "name":"DeleteFunctionUrlConfig",
+      "http":{
+        "method":"DELETE",
+        "requestUri":"/2021-10-31/functions/{FunctionName}/url",
+        "responseCode":204
+      },
+      "input":{"shape":"DeleteFunctionUrlConfigRequest"},
+      "errors":[
+        {"shape":"ResourceConflictException"},
+        {"shape":"ServiceException"},
+        {"shape":"TooManyRequestsException"},
+        {"shape":"ResourceNotFoundException"}
+      ],
+      "documentation":"<p>Deletes a Lambda function URL. When you delete a function URL, you can't recover it. Creating a new function URL results in a different URL address.</p>"
+    },
+    "DeleteLayerVersion":{
+      "name":"DeleteLayerVersion",
+      "http":{
+        "method":"DELETE",
+        "requestUri":"/2018-10-31/layers/{LayerName}/versions/{VersionNumber}",
+        "responseCode":204
+      },
+      "input":{"shape":"DeleteLayerVersionRequest"},
+      "errors":[
+        {"shape":"ServiceException"},
+        {"shape":"TooManyRequestsException"}
+      ],
+      "documentation":"<p>Deletes a version of an <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-layers.html\">Lambda layer</a>. Deleted versions can no longer be viewed or added to functions. To avoid breaking functions, a copy of the version remains in Lambda until no functions refer to it.</p>",
+      "idempotent":true
+    },
+    "DeleteProvisionedConcurrencyConfig":{
+      "name":"DeleteProvisionedConcurrencyConfig",
+      "http":{
+        "method":"DELETE",
+        "requestUri":"/2019-09-30/functions/{FunctionName}/provisioned-concurrency",
+        "responseCode":204
+      },
+      "input":{"shape":"DeleteProvisionedConcurrencyConfigRequest"},
+      "errors":[
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"ResourceConflictException"},
+        {"shape":"ServiceException"},
+        {"shape":"TooManyRequestsException"},
+        {"shape":"ResourceNotFoundException"}
+      ],
+      "documentation":"<p>Deletes the provisioned concurrency configuration for a function.</p>",
+      "idempotent":true
+    },
+    "GetAccountSettings":{
+      "name":"GetAccountSettings",
+      "http":{
+        "method":"GET",
+        "requestUri":"/2016-08-19/account-settings",
+        "responseCode":200
+      },
+      "input":{"shape":"GetAccountSettingsRequest"},
+      "output":{"shape":"GetAccountSettingsResponse"},
+      "errors":[
+        {"shape":"ServiceException"},
+        {"shape":"TooManyRequestsException"}
+      ],
+      "documentation":"<p>Retrieves details about your account's <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/limits.html\">limits</a> and usage in an Amazon Web Services Region.</p>",
+      "readonly":true
+    },
+    "GetAlias":{
+      "name":"GetAlias",
+      "http":{
+        "method":"GET",
+        "requestUri":"/2015-03-31/functions/{FunctionName}/aliases/{Name}",
+        "responseCode":200
+      },
+      "input":{"shape":"GetAliasRequest"},
+      "output":{"shape":"AliasConfiguration"},
+      "errors":[
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"ServiceException"},
+        {"shape":"TooManyRequestsException"},
+        {"shape":"ResourceNotFoundException"}
+      ],
+      "documentation":"<p>Returns details about a Lambda function <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-aliases.html\">alias</a>.</p>",
+      "readonly":true
+    },
+    "GetCapacityProvider":{
+      "name":"GetCapacityProvider",
+      "http":{
+        "method":"GET",
+        "requestUri":"/2025-11-30/capacity-providers/{CapacityProviderName}",
+        "responseCode":200
+      },
+      "input":{"shape":"GetCapacityProviderRequest"},
+      "output":{"shape":"GetCapacityProviderResponse"},
+      "errors":[
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"ServiceException"},
+        {"shape":"TooManyRequestsException"},
+        {"shape":"ResourceNotFoundException"}
+      ],
+      "readonly":true
+    },
+    "GetCodeSigningConfig":{
+      "name":"GetCodeSigningConfig",
+      "http":{
+        "method":"GET",
+        "requestUri":"/2020-04-22/code-signing-configs/{CodeSigningConfigArn}",
+        "responseCode":200
+      },
+      "input":{"shape":"GetCodeSigningConfigRequest"},
+      "output":{"shape":"GetCodeSigningConfigResponse"},
+      "errors":[
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"ServiceException"},
+        {"shape":"ResourceNotFoundException"}
+      ],
+      "documentation":"<p>Returns information about the specified code signing configuration.</p>",
+      "readonly":true
+    },
+    "GetEventSourceMapping":{
+      "name":"GetEventSourceMapping",
+      "http":{
+        "method":"GET",
+        "requestUri":"/2015-03-31/event-source-mappings/{UUID}",
+        "responseCode":200
+      },
+      "input":{"shape":"GetEventSourceMappingRequest"},
+      "output":{"shape":"EventSourceMappingConfiguration"},
+      "errors":[
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"ServiceException"},
+        {"shape":"TooManyRequestsException"},
+        {"shape":"ResourceNotFoundException"}
+      ],
+      "documentation":"<p>Returns details about an event source mapping. You can get the identifier of a mapping from the output of <a>ListEventSourceMappings</a>.</p>",
+      "readonly":true
+    },
+    "GetFunction":{
+      "name":"GetFunction",
+      "http":{
+        "method":"GET",
+        "requestUri":"/2015-03-31/functions/{FunctionName}",
+        "responseCode":200
+      },
+      "input":{"shape":"GetFunctionRequest"},
+      "output":{"shape":"GetFunctionResponse"},
+      "errors":[
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"ServiceException"},
+        {"shape":"TooManyRequestsException"},
+        {"shape":"ResourceNotFoundException"}
+      ],
+      "documentation":"<p>Returns information about the function or function version, with a link to download the deployment package that's valid for 10 minutes. If you specify a function version, only details that are specific to that version are returned.</p>",
+      "readonly":true
+    },
+    "GetFunctionCodeSigningConfig":{
+      "name":"GetFunctionCodeSigningConfig",
+      "http":{
+        "method":"GET",
+        "requestUri":"/2020-06-30/functions/{FunctionName}/code-signing-config",
+        "responseCode":200
+      },
+      "input":{"shape":"GetFunctionCodeSigningConfigRequest"},
+      "output":{"shape":"GetFunctionCodeSigningConfigResponse"},
+      "errors":[
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"ServiceException"},
+        {"shape":"TooManyRequestsException"},
+        {"shape":"ResourceNotFoundException"}
+      ],
+      "documentation":"<p>Returns the code signing configuration for the specified function.</p>",
+      "readonly":true
+    },
+    "GetFunctionConcurrency":{
+      "name":"GetFunctionConcurrency",
+      "http":{
+        "method":"GET",
+        "requestUri":"/2019-09-30/functions/{FunctionName}/concurrency",
+        "responseCode":200
+      },
+      "input":{"shape":"GetFunctionConcurrencyRequest"},
+      "output":{"shape":"GetFunctionConcurrencyResponse"},
+      "errors":[
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"ServiceException"},
+        {"shape":"TooManyRequestsException"},
+        {"shape":"ResourceNotFoundException"}
+      ],
+      "documentation":"<p>Returns details about the reserved concurrency configuration for a function. To set a concurrency limit for a function, use <a>PutFunctionConcurrency</a>.</p>",
+      "readonly":true
+    },
+    "GetFunctionConfiguration":{
+      "name":"GetFunctionConfiguration",
+      "http":{
+        "method":"GET",
+        "requestUri":"/2015-03-31/functions/{FunctionName}/configuration",
+        "responseCode":200
+      },
+      "input":{"shape":"GetFunctionConfigurationRequest"},
+      "output":{"shape":"FunctionConfiguration"},
+      "errors":[
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"ServiceException"},
+        {"shape":"TooManyRequestsException"},
+        {"shape":"ResourceNotFoundException"}
+      ],
+      "documentation":"<p>Returns the version-specific settings of a Lambda function or version. The output includes only options that can vary between versions of a function. To modify these settings, use <a>UpdateFunctionConfiguration</a>.</p> <p>To get all of a function's details, including function-level settings, use <a>GetFunction</a>.</p>",
+      "readonly":true
+    },
+    "GetFunctionEventInvokeConfig":{
+      "name":"GetFunctionEventInvokeConfig",
+      "http":{
+        "method":"GET",
+        "requestUri":"/2019-09-25/functions/{FunctionName}/event-invoke-config",
+        "responseCode":200
+      },
+      "input":{"shape":"GetFunctionEventInvokeConfigRequest"},
+      "output":{"shape":"FunctionEventInvokeConfig"},
+      "errors":[
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"ServiceException"},
+        {"shape":"TooManyRequestsException"},
+        {"shape":"ResourceNotFoundException"}
+      ],
+      "documentation":"<p>Retrieves the configuration for asynchronous invocation for a function, version, or alias.</p> <p>To configure options for asynchronous invocation, use <a>PutFunctionEventInvokeConfig</a>.</p>",
+      "readonly":true
+    },
+    "GetFunctionRecursionConfig":{
+      "name":"GetFunctionRecursionConfig",
+      "http":{
+        "method":"GET",
+        "requestUri":"/2024-08-31/functions/{FunctionName}/recursion-config",
+        "responseCode":200
+      },
+      "input":{"shape":"GetFunctionRecursionConfigRequest"},
+      "output":{"shape":"GetFunctionRecursionConfigResponse"},
+      "errors":[
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"ServiceException"},
+        {"shape":"TooManyRequestsException"},
+        {"shape":"ResourceNotFoundException"}
+      ],
+      "documentation":"<p>Returns your function's <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/invocation-recursion.html\">recursive loop detection</a> configuration. </p>",
+      "readonly":true
+    },
+    "GetFunctionScalingConfig":{
+      "name":"GetFunctionScalingConfig",
+      "http":{
+        "method":"GET",
+        "requestUri":"/2025-11-30/functions/{FunctionName}/function-scaling-config",
+        "responseCode":200
+      },
+      "input":{"shape":"GetFunctionScalingConfigRequest"},
+      "output":{"shape":"GetFunctionScalingConfigResponse"},
+      "errors":[
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"ServiceException"},
+        {"shape":"TooManyRequestsException"},
+        {"shape":"ResourceNotFoundException"}
+      ],
+      "readonly":true
+    },
+    "GetFunctionUrlConfig":{
+      "name":"GetFunctionUrlConfig",
+      "http":{
+        "method":"GET",
+        "requestUri":"/2021-10-31/functions/{FunctionName}/url",
+        "responseCode":200
+      },
+      "input":{"shape":"GetFunctionUrlConfigRequest"},
+      "output":{"shape":"GetFunctionUrlConfigResponse"},
+      "errors":[
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"ServiceException"},
+        {"shape":"TooManyRequestsException"},
+        {"shape":"ResourceNotFoundException"}
+      ],
+      "documentation":"<p>Returns details about a Lambda function URL.</p>",
+      "readonly":true
+    },
+    "GetLayerVersion":{
+      "name":"GetLayerVersion",
+      "http":{
+        "method":"GET",
+        "requestUri":"/2018-10-31/layers/{LayerName}/versions/{VersionNumber}",
+        "responseCode":200
+      },
+      "input":{"shape":"GetLayerVersionRequest"},
+      "output":{"shape":"GetLayerVersionResponse"},
+      "errors":[
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"ServiceException"},
+        {"shape":"TooManyRequestsException"},
+        {"shape":"ResourceNotFoundException"}
+      ],
+      "documentation":"<p>Returns information about a version of an <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-layers.html\">Lambda layer</a>, with a link to download the layer archive that's valid for 10 minutes.</p>",
+      "readonly":true
+    },
+    "GetLayerVersionByArn":{
+      "name":"GetLayerVersionByArn",
+      "http":{
+        "method":"GET",
+        "requestUri":"/2018-10-31/layers?find=LayerVersion",
+        "responseCode":200
+      },
+      "input":{"shape":"GetLayerVersionByArnRequest"},
+      "output":{"shape":"GetLayerVersionResponse"},
+      "errors":[
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"ServiceException"},
+        {"shape":"TooManyRequestsException"},
+        {"shape":"ResourceNotFoundException"}
+      ],
+      "documentation":"<p>Returns information about a version of an <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-layers.html\">Lambda layer</a>, with a link to download the layer archive that's valid for 10 minutes.</p>",
+      "readonly":true
+    },
+    "GetLayerVersionPolicy":{
+      "name":"GetLayerVersionPolicy",
+      "http":{
+        "method":"GET",
+        "requestUri":"/2018-10-31/layers/{LayerName}/versions/{VersionNumber}/policy",
+        "responseCode":200
+      },
+      "input":{"shape":"GetLayerVersionPolicyRequest"},
+      "output":{"shape":"GetLayerVersionPolicyResponse"},
+      "errors":[
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"ServiceException"},
+        {"shape":"TooManyRequestsException"},
+        {"shape":"ResourceNotFoundException"}
+      ],
+      "documentation":"<p>Returns the permission policy for a version of an <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-layers.html\">Lambda layer</a>. For more information, see <a>AddLayerVersionPermission</a>.</p>",
+      "readonly":true
+    },
+    "GetPolicy":{
+      "name":"GetPolicy",
+      "http":{
+        "method":"GET",
+        "requestUri":"/2015-03-31/functions/{FunctionName}/policy",
+        "responseCode":200
+      },
+      "input":{"shape":"GetPolicyRequest"},
+      "output":{"shape":"GetPolicyResponse"},
+      "errors":[
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"ServiceException"},
+        {"shape":"TooManyRequestsException"},
+        {"shape":"ResourceNotFoundException"}
+      ],
+      "documentation":"<p>Returns the <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/access-control-resource-based.html\">resource-based IAM policy</a> for a function, version, or alias.</p>",
+      "readonly":true
+    },
+    "GetProvisionedConcurrencyConfig":{
+      "name":"GetProvisionedConcurrencyConfig",
+      "http":{
+        "method":"GET",
+        "requestUri":"/2019-09-30/functions/{FunctionName}/provisioned-concurrency",
+        "responseCode":200
+      },
+      "input":{"shape":"GetProvisionedConcurrencyConfigRequest"},
+      "output":{"shape":"GetProvisionedConcurrencyConfigResponse"},
+      "errors":[
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"ProvisionedConcurrencyConfigNotFoundException"},
+        {"shape":"ServiceException"},
+        {"shape":"TooManyRequestsException"},
+        {"shape":"ResourceNotFoundException"}
+      ],
+      "documentation":"<p>Retrieves the provisioned concurrency configuration for a function's alias or version.</p>",
+      "readonly":true
+    },
+    "GetRuntimeManagementConfig":{
+      "name":"GetRuntimeManagementConfig",
+      "http":{
+        "method":"GET",
+        "requestUri":"/2021-07-20/functions/{FunctionName}/runtime-management-config",
+        "responseCode":200
+      },
+      "input":{"shape":"GetRuntimeManagementConfigRequest"},
+      "output":{"shape":"GetRuntimeManagementConfigResponse"},
+      "errors":[
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"ServiceException"},
+        {"shape":"TooManyRequestsException"},
+        {"shape":"ResourceNotFoundException"}
+      ],
+      "documentation":"<p>Retrieves the runtime management configuration for a function's version. If the runtime update mode is <b>Manual</b>, this includes the ARN of the runtime version and the runtime update mode. If the runtime update mode is <b>Auto</b> or <b>Function update</b>, this includes the runtime update mode and <code>null</code> is returned for the ARN. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/runtimes-update.html\">Runtime updates</a>.</p>",
+      "readonly":true
+    },
+    "Invoke":{
+      "name":"Invoke",
+      "http":{
+        "method":"POST",
+        "requestUri":"/2015-03-31/functions/{FunctionName}/invocations",
+        "responseCode":200
+      },
+      "input":{"shape":"InvocationRequest"},
+      "output":{"shape":"InvocationResponse"},
+      "errors":[
+        {"shape":"ResourceNotReadyException"},
+        {"shape":"InvalidSecurityGroupIDException"},
+        {"shape":"SnapStartTimeoutException"},
+        {"shape":"TooManyRequestsException"},
+        {"shape":"EC2ThrottledException"},
+        {"shape":"EFSMountConnectivityException"},
+        {"shape":"SubnetIPAddressLimitReachedException"},
+        {"shape":"KMSAccessDeniedException"},
+        {"shape":"RequestTooLargeException"},
+        {"shape":"KMSDisabledException"},
+        {"shape":"UnsupportedMediaTypeException"},
+        {"shape":"SerializedRequestEntityTooLargeException"},
+        {"shape":"InvalidRuntimeException"},
+        {"shape":"NoPublishedVersionException"},
+        {"shape":"EC2UnexpectedException"},
+        {"shape":"InvalidSubnetIDException"},
+        {"shape":"KMSNotFoundException"},
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"EC2AccessDeniedException"},
+        {"shape":"EFSIOException"},
+        {"shape":"KMSInvalidStateException"},
+        {"shape":"ResourceConflictException"},
+        {"shape":"ENILimitReachedException"},
+        {"shape":"SnapStartNotReadyException"},
+        {"shape":"ServiceException"},
+        {"shape":"SnapStartException"},
+        {"shape":"RecursiveInvocationException"},
+        {"shape":"EFSMountTimeoutException"},
+        {"shape":"ResourceNotFoundException"},
+        {"shape":"InvalidRequestContentException"},
+        {"shape":"InvalidZipFileException"},
+        {"shape":"EFSMountFailureException"}
+      ],
+      "documentation":"<p>Invokes a Lambda function. You can invoke a function synchronously (and wait for the response), or asynchronously. By default, Lambda invokes your function synchronously (i.e. the<code>InvocationType</code> is <code>RequestResponse</code>). To invoke a function asynchronously, set <code>InvocationType</code> to <code>Event</code>. Lambda passes the <code>ClientContext</code> object to your function for synchronous invocations only.</p> <p>For <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/invocation-sync.html\">synchronous invocation</a>, details about the function response, including errors, are included in the response body and headers. For either invocation type, you can find more information in the <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/monitoring-functions.html\">execution log</a> and <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/lambda-x-ray.html\">trace</a>.</p> <p>When an error occurs, your function may be invoked multiple times. Retry behavior varies by error type, client, event source, and invocation type. For example, if you invoke a function asynchronously and it returns an error, Lambda executes the function up to two more times. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/invocation-retries.html\">Error handling and automatic retries in Lambda</a>.</p> <p>For <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/invocation-async.html\">asynchronous invocation</a>, Lambda adds events to a queue before sending them to your function. If your function does not have enough capacity to keep up with the queue, events may be lost. Occasionally, your function may receive the same event multiple times, even if no error occurs. To retain events that were not processed, configure your function with a <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/invocation-async.html#invocation-dlq\">dead-letter queue</a>.</p> <p>The status code in the API response doesn't reflect function errors. Error codes are reserved for errors that prevent your function from executing, such as permissions errors, <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/gettingstarted-limits.html\">quota</a> errors, or issues with your function's code and configuration. For example, Lambda returns <code>TooManyRequestsException</code> if running the function would cause you to exceed a concurrency limit at either the account level (<code>ConcurrentInvocationLimitExceeded</code>) or function level (<code>ReservedFunctionConcurrentInvocationLimitExceeded</code>).</p> <p>For functions with a long timeout, your client might disconnect during synchronous invocation while it waits for a response. Configure your HTTP client, SDK, firewall, proxy, or operating system to allow for long connections with timeout or keep-alive settings.</p> <p>This operation requires permission for the <a href=\"https://docs.aws.amazon.com/IAM/latest/UserGuide/list_awslambda.html\">lambda:InvokeFunction</a> action. For details on how to set up permissions for cross-account invocations, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/access-control-resource-based.html#permissions-resource-xaccountinvoke\">Granting function access to other accounts</a>.</p>"
+    },
+    "InvokeAsync":{
+      "name":"InvokeAsync",
+      "http":{
+        "method":"POST",
+        "requestUri":"/2014-11-13/functions/{FunctionName}/invoke-async",
+        "responseCode":202
+      },
+      "input":{"shape":"InvokeAsyncRequest"},
+      "output":{"shape":"InvokeAsyncResponse"},
+      "errors":[
+        {"shape":"InvalidRuntimeException"},
+        {"shape":"ResourceConflictException"},
+        {"shape":"ServiceException"},
+        {"shape":"ResourceNotFoundException"},
+        {"shape":"InvalidRequestContentException"}
+      ],
+      "documentation":"<p><important> <p>For asynchronous function invocation, use <a>Invoke</a>.</p> </important> <p>Invokes a function asynchronously.</p> <note> <p>If you do use the InvokeAsync action, note that it doesn't support the use of X-Ray active tracing. Trace ID is not propagated to the function, even if X-Ray active tracing is turned on.</p> </note></p>",
+      "deprecated":true
+    },
+    "InvokeWithResponseStream":{
+      "name":"InvokeWithResponseStream",
+      "http":{
+        "method":"POST",
+        "requestUri":"/2021-11-15/functions/{FunctionName}/response-streaming-invocations",
+        "responseCode":200
+      },
+      "input":{"shape":"InvokeWithResponseStreamRequest"},
+      "output":{"shape":"InvokeWithResponseStreamResponse"},
+      "errors":[
+        {"shape":"ResourceNotReadyException"},
+        {"shape":"InvalidSecurityGroupIDException"},
+        {"shape":"SnapStartTimeoutException"},
+        {"shape":"TooManyRequestsException"},
+        {"shape":"EC2ThrottledException"},
+        {"shape":"EFSMountConnectivityException"},
+        {"shape":"SubnetIPAddressLimitReachedException"},
+        {"shape":"KMSAccessDeniedException"},
+        {"shape":"RequestTooLargeException"},
+        {"shape":"KMSDisabledException"},
+        {"shape":"UnsupportedMediaTypeException"},
+        {"shape":"SerializedRequestEntityTooLargeException"},
+        {"shape":"InvalidRuntimeException"},
+        {"shape":"NoPublishedVersionException"},
+        {"shape":"EC2UnexpectedException"},
+        {"shape":"InvalidSubnetIDException"},
+        {"shape":"KMSNotFoundException"},
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"EC2AccessDeniedException"},
+        {"shape":"EFSIOException"},
+        {"shape":"KMSInvalidStateException"},
+        {"shape":"ResourceConflictException"},
+        {"shape":"ENILimitReachedException"},
+        {"shape":"SnapStartNotReadyException"},
+        {"shape":"ServiceException"},
+        {"shape":"SnapStartException"},
+        {"shape":"RecursiveInvocationException"},
+        {"shape":"EFSMountTimeoutException"},
+        {"shape":"ResourceNotFoundException"},
+        {"shape":"InvalidRequestContentException"},
+        {"shape":"InvalidZipFileException"},
+        {"shape":"EFSMountFailureException"}
+      ],
+      "documentation":"<p>Configure your Lambda functions to stream response payloads back to clients. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-response-streaming.html\">Configuring a Lambda function to stream responses</a>.</p> <p>This operation requires permission for the <a href=\"https://docs.aws.amazon.com/IAM/latest/UserGuide/list_awslambda.html\">lambda:InvokeFunction</a> action. For details on how to set up permissions for cross-account invocations, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/access-control-resource-based.html#permissions-resource-xaccountinvoke\">Granting function access to other accounts</a>.</p>"
+    },
+    "ListAliases":{
+      "name":"ListAliases",
+      "http":{
+        "method":"GET",
+        "requestUri":"/2015-03-31/functions/{FunctionName}/aliases",
+        "responseCode":200
+      },
+      "input":{"shape":"ListAliasesRequest"},
+      "output":{"shape":"ListAliasesResponse"},
+      "errors":[
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"ServiceException"},
+        {"shape":"TooManyRequestsException"},
+        {"shape":"ResourceNotFoundException"}
+      ],
+      "documentation":"<p>Returns a list of <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-aliases.html\">aliases</a> for a Lambda function.</p>",
+      "readonly":true
+    },
+    "ListCapacityProviders":{
+      "name":"ListCapacityProviders",
+      "http":{
+        "method":"GET",
+        "requestUri":"/2025-11-30/capacity-providers",
+        "responseCode":200
+      },
+      "input":{"shape":"ListCapacityProvidersRequest"},
+      "output":{"shape":"ListCapacityProvidersResponse"},
+      "errors":[
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"ServiceException"},
+        {"shape":"TooManyRequestsException"}
+      ],
+      "readonly":true
+    },
+    "ListCodeSigningConfigs":{
+      "name":"ListCodeSigningConfigs",
+      "http":{
+        "method":"GET",
+        "requestUri":"/2020-04-22/code-signing-configs",
+        "responseCode":200
+      },
+      "input":{"shape":"ListCodeSigningConfigsRequest"},
+      "output":{"shape":"ListCodeSigningConfigsResponse"},
+      "errors":[
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"ServiceException"}
+      ],
+      "documentation":"<p>Returns a list of <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuring-codesigning.html\">code signing configurations</a>. A request returns up to 10,000 configurations per call. You can use the <code>MaxItems</code> parameter to return fewer configurations per call. </p>",
+      "readonly":true
+    },
+    "ListEventSourceMappings":{
+      "name":"ListEventSourceMappings",
+      "http":{
+        "method":"GET",
+        "requestUri":"/2015-03-31/event-source-mappings",
+        "responseCode":200
+      },
+      "input":{"shape":"ListEventSourceMappingsRequest"},
+      "output":{"shape":"ListEventSourceMappingsResponse"},
+      "errors":[
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"ServiceException"},
+        {"shape":"TooManyRequestsException"},
+        {"shape":"ResourceNotFoundException"}
+      ],
+      "documentation":"<p>Lists event source mappings. Specify an <code>EventSourceArn</code> to show only event source mappings for a single event source.</p>",
+      "readonly":true
+    },
+    "ListFunctionEventInvokeConfigs":{
+      "name":"ListFunctionEventInvokeConfigs",
+      "http":{
+        "method":"GET",
+        "requestUri":"/2019-09-25/functions/{FunctionName}/event-invoke-config/list",
+        "responseCode":200
+      },
+      "input":{"shape":"ListFunctionEventInvokeConfigsRequest"},
+      "output":{"shape":"ListFunctionEventInvokeConfigsResponse"},
+      "errors":[
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"ServiceException"},
+        {"shape":"TooManyRequestsException"},
+        {"shape":"ResourceNotFoundException"}
+      ],
+      "documentation":"<p>Retrieves a list of configurations for asynchronous invocation for a function.</p> <p>To configure options for asynchronous invocation, use <a>PutFunctionEventInvokeConfig</a>.</p>",
+      "readonly":true
+    },
+    "ListFunctionUrlConfigs":{
+      "name":"ListFunctionUrlConfigs",
+      "http":{
+        "method":"GET",
+        "requestUri":"/2021-10-31/functions/{FunctionName}/urls",
+        "responseCode":200
+      },
+      "input":{"shape":"ListFunctionUrlConfigsRequest"},
+      "output":{"shape":"ListFunctionUrlConfigsResponse"},
+      "errors":[
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"ServiceException"},
+        {"shape":"TooManyRequestsException"},
+        {"shape":"ResourceNotFoundException"}
+      ],
+      "documentation":"<p>Returns a list of Lambda function URLs for the specified function.</p>",
+      "readonly":true
+    },
+    "ListFunctionVersionsByCapacityProvider":{
+      "name":"ListFunctionVersionsByCapacityProvider",
+      "http":{
+        "method":"GET",
+        "requestUri":"/2025-11-30/capacity-providers/{CapacityProviderName}/function-versions",
+        "responseCode":200
+      },
+      "input":{"shape":"ListFunctionVersionsByCapacityProviderRequest"},
+      "output":{"shape":"ListFunctionVersionsByCapacityProviderResponse"},
+      "errors":[
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"ServiceException"},
+        {"shape":"TooManyRequestsException"},
+        {"shape":"ResourceNotFoundException"}
+      ],
+      "readonly":true
+    },
+    "ListFunctions":{
+      "name":"ListFunctions",
+      "http":{
+        "method":"GET",
+        "requestUri":"/2015-03-31/functions",
+        "responseCode":200
+      },
+      "input":{"shape":"ListFunctionsRequest"},
+      "output":{"shape":"ListFunctionsResponse"},
+      "errors":[
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"ServiceException"},
+        {"shape":"TooManyRequestsException"}
+      ],
+      "documentation":"<p>Returns a list of Lambda functions, with the version-specific configuration of each. Lambda returns up to 50 functions per call.</p> <p>Set <code>FunctionVersion</code> to <code>ALL</code> to include all published versions of each function in addition to the unpublished version.</p> <note> <p>The <code>ListFunctions</code> operation returns a subset of the <a>FunctionConfiguration</a> fields. To get the additional fields (State, StateReasonCode, StateReason, LastUpdateStatus, LastUpdateStatusReason, LastUpdateStatusReasonCode, RuntimeVersionConfig) for a function or version, use <a>GetFunction</a>.</p> </note>",
+      "readonly":true
+    },
+    "ListFunctionsByCodeSigningConfig":{
+      "name":"ListFunctionsByCodeSigningConfig",
+      "http":{
+        "method":"GET",
+        "requestUri":"/2020-04-22/code-signing-configs/{CodeSigningConfigArn}/functions",
+        "responseCode":200
+      },
+      "input":{"shape":"ListFunctionsByCodeSigningConfigRequest"},
+      "output":{"shape":"ListFunctionsByCodeSigningConfigResponse"},
+      "errors":[
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"ServiceException"},
+        {"shape":"ResourceNotFoundException"}
+      ],
+      "documentation":"<p>List the functions that use the specified code signing configuration. You can use this method prior to deleting a code signing configuration, to verify that no functions are using it.</p>",
+      "readonly":true
+    },
+    "ListLayerVersions":{
+      "name":"ListLayerVersions",
+      "http":{
+        "method":"GET",
+        "requestUri":"/2018-10-31/layers/{LayerName}/versions",
+        "responseCode":200
+      },
+      "input":{"shape":"ListLayerVersionsRequest"},
+      "output":{"shape":"ListLayerVersionsResponse"},
+      "errors":[
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"ServiceException"},
+        {"shape":"TooManyRequestsException"},
+        {"shape":"ResourceNotFoundException"}
+      ],
+      "documentation":"<p>Lists the versions of an <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-layers.html\">Lambda layer</a>. Versions that have been deleted aren't listed. Specify a <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/lambda-runtimes.html\">runtime identifier</a> to list only versions that indicate that they're compatible with that runtime. Specify a compatible architecture to include only layer versions that are compatible with that architecture.</p>",
+      "readonly":true
+    },
+    "ListLayers":{
+      "name":"ListLayers",
+      "http":{
+        "method":"GET",
+        "requestUri":"/2018-10-31/layers",
+        "responseCode":200
+      },
+      "input":{"shape":"ListLayersRequest"},
+      "output":{"shape":"ListLayersResponse"},
+      "errors":[
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"ServiceException"},
+        {"shape":"TooManyRequestsException"}
+      ],
+      "documentation":"<p>Lists <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/invocation-layers.html\">Lambda layers</a> and shows information about the latest version of each. Specify a <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/lambda-runtimes.html\">runtime identifier</a> to list only layers that indicate that they're compatible with that runtime. Specify a compatible architecture to include only layers that are compatible with that <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/foundation-arch.html\">instruction set architecture</a>.</p>",
+      "readonly":true
+    },
+    "ListProvisionedConcurrencyConfigs":{
+      "name":"ListProvisionedConcurrencyConfigs",
+      "http":{
+        "method":"GET",
+        "requestUri":"/2019-09-30/functions/{FunctionName}/provisioned-concurrency?List=ALL",
+        "responseCode":200
+      },
+      "input":{"shape":"ListProvisionedConcurrencyConfigsRequest"},
+      "output":{"shape":"ListProvisionedConcurrencyConfigsResponse"},
+      "errors":[
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"ServiceException"},
+        {"shape":"TooManyRequestsException"},
+        {"shape":"ResourceNotFoundException"}
+      ],
+      "documentation":"<p>Retrieves a list of provisioned concurrency configurations for a function.</p>",
+      "readonly":true
+    },
+    "ListTags":{
+      "name":"ListTags",
+      "http":{
+        "method":"GET",
+        "requestUri":"/2017-03-31/tags/{Resource}",
+        "responseCode":200
+      },
+      "input":{"shape":"ListTagsRequest"},
+      "output":{"shape":"ListTagsResponse"},
+      "errors":[
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"ServiceException"},
+        {"shape":"TooManyRequestsException"},
+        {"shape":"ResourceNotFoundException"}
+      ],
+      "documentation":"<p>Returns a function, event source mapping, or code signing configuration's <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/tagging.html\">tags</a>. You can also view function tags with <a>GetFunction</a>.</p>",
+      "readonly":true
+    },
+    "ListVersionsByFunction":{
+      "name":"ListVersionsByFunction",
+      "http":{
+        "method":"GET",
+        "requestUri":"/2015-03-31/functions/{FunctionName}/versions",
+        "responseCode":200
+      },
+      "input":{"shape":"ListVersionsByFunctionRequest"},
+      "output":{"shape":"ListVersionsByFunctionResponse"},
+      "errors":[
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"ServiceException"},
+        {"shape":"TooManyRequestsException"},
+        {"shape":"ResourceNotFoundException"}
+      ],
+      "documentation":"<p>Returns a list of <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/versioning-aliases.html\">versions</a>, with the version-specific configuration of each. Lambda returns up to 50 versions per call.</p>",
+      "readonly":true
+    },
+    "PublishLayerVersion":{
+      "name":"PublishLayerVersion",
+      "http":{
+        "method":"POST",
+        "requestUri":"/2018-10-31/layers/{LayerName}/versions",
+        "responseCode":201
+      },
+      "input":{"shape":"PublishLayerVersionRequest"},
+      "output":{"shape":"PublishLayerVersionResponse"},
+      "errors":[
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"ServiceException"},
+        {"shape":"TooManyRequestsException"},
+        {"shape":"ResourceNotFoundException"},
+        {"shape":"CodeStorageExceededException"}
+      ],
+      "documentation":"<p>Creates an <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-layers.html\">Lambda layer</a> from a ZIP archive. Each time you call <code>PublishLayerVersion</code> with the same layer name, a new version is created.</p> <p>Add layers to your function with <a>CreateFunction</a> or <a>UpdateFunctionConfiguration</a>.</p>"
+    },
+    "PublishVersion":{
+      "name":"PublishVersion",
+      "http":{
+        "method":"POST",
+        "requestUri":"/2015-03-31/functions/{FunctionName}/versions",
+        "responseCode":201
+      },
+      "input":{"shape":"PublishVersionRequest"},
+      "output":{"shape":"FunctionConfiguration"},
+      "errors":[
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"ResourceConflictException"},
+        {"shape":"ServiceException"},
+        {"shape":"TooManyRequestsException"},
+        {"shape":"ResourceNotFoundException"},
+        {"shape":"CodeStorageExceededException"},
+        {"shape":"PreconditionFailedException"},
+        {"shape":"FunctionVersionsPerCapacityProviderLimitExceededException"}
+      ],
+      "documentation":"<p>Creates a <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/versioning-aliases.html\">version</a> from the current code and configuration of a function. Use versions to create a snapshot of your function code and configuration that doesn't change.</p> <p>Lambda doesn't publish a version if the function's configuration and code haven't changed since the last version. Use <a>UpdateFunctionCode</a> or <a>UpdateFunctionConfiguration</a> to update the function before publishing a version.</p> <p>Clients can invoke versions directly or with an alias. To create an alias, use <a>CreateAlias</a>.</p>"
+    },
+    "PutFunctionCodeSigningConfig":{
+      "name":"PutFunctionCodeSigningConfig",
+      "http":{
+        "method":"PUT",
+        "requestUri":"/2020-06-30/functions/{FunctionName}/code-signing-config",
+        "responseCode":200
+      },
+      "input":{"shape":"PutFunctionCodeSigningConfigRequest"},
+      "output":{"shape":"PutFunctionCodeSigningConfigResponse"},
+      "errors":[
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"ResourceConflictException"},
+        {"shape":"ServiceException"},
+        {"shape":"TooManyRequestsException"},
+        {"shape":"ResourceNotFoundException"},
+        {"shape":"CodeSigningConfigNotFoundException"}
+      ],
+      "documentation":"<p>Update the code signing configuration for the function. Changes to the code signing configuration take effect the next time a user tries to deploy a code package to the function. </p>"
+    },
+    "PutFunctionConcurrency":{
+      "name":"PutFunctionConcurrency",
+      "http":{
+        "method":"PUT",
+        "requestUri":"/2017-10-31/functions/{FunctionName}/concurrency",
+        "responseCode":200
+      },
+      "input":{"shape":"PutFunctionConcurrencyRequest"},
+      "output":{"shape":"Concurrency"},
+      "errors":[
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"ResourceConflictException"},
+        {"shape":"ServiceException"},
+        {"shape":"TooManyRequestsException"},
+        {"shape":"ResourceNotFoundException"}
+      ],
+      "documentation":"<p>Sets the maximum number of simultaneous executions for a function, and reserves capacity for that concurrency level.</p> <p>Concurrency settings apply to the function as a whole, including all published versions and the unpublished version. Reserving concurrency both ensures that your function has capacity to process the specified number of events simultaneously, and prevents it from scaling beyond that level. Use <a>GetFunction</a> to see the current setting for a function.</p> <p>Use <a>GetAccountSettings</a> to see your Regional concurrency limit. You can reserve concurrency for as many functions as you like, as long as you leave at least 100 simultaneous executions unreserved for functions that aren't configured with a per-function limit. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/invocation-scaling.html\">Lambda function scaling</a>.</p>"
+    },
+    "PutFunctionEventInvokeConfig":{
+      "name":"PutFunctionEventInvokeConfig",
+      "http":{
+        "method":"PUT",
+        "requestUri":"/2019-09-25/functions/{FunctionName}/event-invoke-config",
+        "responseCode":200
+      },
+      "input":{"shape":"PutFunctionEventInvokeConfigRequest"},
+      "output":{"shape":"FunctionEventInvokeConfig"},
+      "errors":[
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"ResourceConflictException"},
+        {"shape":"ServiceException"},
+        {"shape":"TooManyRequestsException"},
+        {"shape":"ResourceNotFoundException"}
+      ],
+      "documentation":"<p>Configures options for <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/invocation-async.html\">asynchronous invocation</a> on a function, version, or alias. If a configuration already exists for a function, version, or alias, this operation overwrites it. If you exclude any settings, they are removed. To set one option without affecting existing settings for other options, use <a>UpdateFunctionEventInvokeConfig</a>.</p> <p>By default, Lambda retries an asynchronous invocation twice if the function returns an error. It retains events in a queue for up to six hours. When an event fails all processing attempts or stays in the asynchronous invocation queue for too long, Lambda discards it. To retain discarded events, configure a dead-letter queue with <a>UpdateFunctionConfiguration</a>.</p> <p>To send an invocation record to a queue, topic, S3 bucket, function, or event bus, specify a <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/invocation-async.html#invocation-async-destinations\">destination</a>. You can configure separate destinations for successful invocations (on-success) and events that fail all processing attempts (on-failure). You can configure destinations in addition to or instead of a dead-letter queue.</p> <note> <p>S3 buckets are supported only for on-failure destinations. To retain records of successful invocations, use another destination type.</p> </note>"
+    },
+    "PutFunctionRecursionConfig":{
+      "name":"PutFunctionRecursionConfig",
+      "http":{
+        "method":"PUT",
+        "requestUri":"/2024-08-31/functions/{FunctionName}/recursion-config",
+        "responseCode":200
+      },
+      "input":{"shape":"PutFunctionRecursionConfigRequest"},
+      "output":{"shape":"PutFunctionRecursionConfigResponse"},
+      "errors":[
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"ResourceConflictException"},
+        {"shape":"ServiceException"},
+        {"shape":"TooManyRequestsException"},
+        {"shape":"ResourceNotFoundException"}
+      ],
+      "documentation":"<p>Sets your function's <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/invocation-recursion.html\">recursive loop detection</a> configuration.</p> <p>When you configure a Lambda function to output to the same service or resource that invokes the function, it's possible to create an infinite recursive loop. For example, a Lambda function might write a message to an Amazon Simple Queue Service (Amazon SQS) queue, which then invokes the same function. This invocation causes the function to write another message to the queue, which in turn invokes the function again.</p> <p>Lambda can detect certain types of recursive loops shortly after they occur. When Lambda detects a recursive loop and your function's recursive loop detection configuration is set to <code>Terminate</code>, it stops your function being invoked and notifies you.</p>"
+    },
+    "PutFunctionScalingConfig":{
+      "name":"PutFunctionScalingConfig",
+      "http":{
+        "method":"PUT",
+        "requestUri":"/2025-11-30/functions/{FunctionName}/function-scaling-config",
+        "responseCode":202
+      },
+      "input":{"shape":"PutFunctionScalingConfigRequest"},
+      "output":{"shape":"PutFunctionScalingConfigResponse"},
+      "errors":[
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"ResourceConflictException"},
+        {"shape":"ServiceException"},
+        {"shape":"TooManyRequestsException"},
+        {"shape":"ResourceNotFoundException"}
+      ]
+    },
+    "PutProvisionedConcurrencyConfig":{
+      "name":"PutProvisionedConcurrencyConfig",
+      "http":{
+        "method":"PUT",
+        "requestUri":"/2019-09-30/functions/{FunctionName}/provisioned-concurrency",
+        "responseCode":202
+      },
+      "input":{"shape":"PutProvisionedConcurrencyConfigRequest"},
+      "output":{"shape":"PutProvisionedConcurrencyConfigResponse"},
+      "errors":[
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"ResourceConflictException"},
+        {"shape":"ServiceException"},
+        {"shape":"TooManyRequestsException"},
+        {"shape":"ResourceNotFoundException"}
+      ],
+      "documentation":"<p>Adds a provisioned concurrency configuration to a function's alias or version.</p>",
+      "idempotent":true
+    },
+    "PutRuntimeManagementConfig":{
+      "name":"PutRuntimeManagementConfig",
+      "http":{
+        "method":"PUT",
+        "requestUri":"/2021-07-20/functions/{FunctionName}/runtime-management-config",
+        "responseCode":200
+      },
+      "input":{"shape":"PutRuntimeManagementConfigRequest"},
+      "output":{"shape":"PutRuntimeManagementConfigResponse"},
+      "errors":[
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"ResourceConflictException"},
+        {"shape":"ServiceException"},
+        {"shape":"TooManyRequestsException"},
+        {"shape":"ResourceNotFoundException"}
+      ],
+      "documentation":"<p>Sets the runtime management configuration for a function's version. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/runtimes-update.html\">Runtime updates</a>.</p>"
+    },
+    "RemoveLayerVersionPermission":{
+      "name":"RemoveLayerVersionPermission",
+      "http":{
+        "method":"DELETE",
+        "requestUri":"/2018-10-31/layers/{LayerName}/versions/{VersionNumber}/policy/{StatementId}",
+        "responseCode":204
+      },
+      "input":{"shape":"RemoveLayerVersionPermissionRequest"},
+      "errors":[
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"ServiceException"},
+        {"shape":"TooManyRequestsException"},
+        {"shape":"ResourceNotFoundException"},
+        {"shape":"PreconditionFailedException"}
+      ],
+      "documentation":"<p>Removes a statement from the permissions policy for a version of an <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-layers.html\">Lambda layer</a>. For more information, see <a>AddLayerVersionPermission</a>.</p>"
+    },
+    "RemovePermission":{
+      "name":"RemovePermission",
+      "http":{
+        "method":"DELETE",
+        "requestUri":"/2015-03-31/functions/{FunctionName}/policy/{StatementId}",
+        "responseCode":204
+      },
+      "input":{"shape":"RemovePermissionRequest"},
+      "errors":[
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"ServiceException"},
+        {"shape":"TooManyRequestsException"},
+        {"shape":"ResourceNotFoundException"},
+        {"shape":"PreconditionFailedException"}
+      ],
+      "documentation":"<p>Revokes function-use permission from an Amazon Web Services service or another Amazon Web Services account. You can get the ID of the statement from the output of <a>GetPolicy</a>.</p>"
+    },
+    "TagResource":{
+      "name":"TagResource",
+      "http":{
+        "method":"POST",
+        "requestUri":"/2017-03-31/tags/{Resource}",
+        "responseCode":204
+      },
+      "input":{"shape":"TagResourceRequest"},
+      "errors":[
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"ResourceConflictException"},
+        {"shape":"ServiceException"},
+        {"shape":"TooManyRequestsException"},
+        {"shape":"ResourceNotFoundException"}
+      ],
+      "documentation":"<p>Adds <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/tagging.html\">tags</a> to a function, event source mapping, or code signing configuration.</p>"
+    },
+    "UntagResource":{
+      "name":"UntagResource",
+      "http":{
+        "method":"DELETE",
+        "requestUri":"/2017-03-31/tags/{Resource}",
+        "responseCode":204
+      },
+      "input":{"shape":"UntagResourceRequest"},
+      "errors":[
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"ResourceConflictException"},
+        {"shape":"ServiceException"},
+        {"shape":"TooManyRequestsException"},
+        {"shape":"ResourceNotFoundException"}
+      ],
+      "documentation":"<p>Removes <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/tagging.html\">tags</a> from a function, event source mapping, or code signing configuration.</p>"
+    },
+    "UpdateAlias":{
+      "name":"UpdateAlias",
+      "http":{
+        "method":"PUT",
+        "requestUri":"/2015-03-31/functions/{FunctionName}/aliases/{Name}",
+        "responseCode":200
+      },
+      "input":{"shape":"UpdateAliasRequest"},
+      "output":{"shape":"AliasConfiguration"},
+      "errors":[
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"ResourceConflictException"},
+        {"shape":"ServiceException"},
+        {"shape":"TooManyRequestsException"},
+        {"shape":"ResourceNotFoundException"},
+        {"shape":"PreconditionFailedException"}
+      ],
+      "documentation":"<p>Updates the configuration of a Lambda function <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-aliases.html\">alias</a>.</p>"
+    },
+    "UpdateCapacityProvider":{
+      "name":"UpdateCapacityProvider",
+      "http":{
+        "method":"PUT",
+        "requestUri":"/2025-11-30/capacity-providers/{CapacityProviderName}",
+        "responseCode":202
+      },
+      "input":{"shape":"UpdateCapacityProviderRequest"},
+      "output":{"shape":"UpdateCapacityProviderResponse"},
+      "errors":[
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"ResourceConflictException"},
+        {"shape":"ServiceException"},
+        {"shape":"TooManyRequestsException"},
+        {"shape":"ResourceNotFoundException"}
+      ]
+    },
+    "UpdateCodeSigningConfig":{
+      "name":"UpdateCodeSigningConfig",
+      "http":{
+        "method":"PUT",
+        "requestUri":"/2020-04-22/code-signing-configs/{CodeSigningConfigArn}",
+        "responseCode":200
+      },
+      "input":{"shape":"UpdateCodeSigningConfigRequest"},
+      "output":{"shape":"UpdateCodeSigningConfigResponse"},
+      "errors":[
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"ServiceException"},
+        {"shape":"ResourceNotFoundException"}
+      ],
+      "documentation":"<p>Update the code signing configuration. Changes to the code signing configuration take effect the next time a user tries to deploy a code package to the function. </p>"
+    },
+    "UpdateEventSourceMapping":{
+      "name":"UpdateEventSourceMapping",
+      "http":{
+        "method":"PUT",
+        "requestUri":"/2015-03-31/event-source-mappings/{UUID}",
+        "responseCode":202
+      },
+      "input":{"shape":"UpdateEventSourceMappingRequest"},
+      "output":{"shape":"EventSourceMappingConfiguration"},
+      "errors":[
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"ResourceInUseException"},
+        {"shape":"ResourceConflictException"},
+        {"shape":"ServiceException"},
+        {"shape":"TooManyRequestsException"},
+        {"shape":"ResourceNotFoundException"}
+      ],
+      "documentation":"<p>Updates an event source mapping. You can change the function that Lambda invokes, or pause invocation and resume later from the same location.</p> <p>For details about how to configure different event sources, see the following topics. </p> <ul> <li> <p> <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-ddb.html#services-dynamodb-eventsourcemapping\"> Amazon DynamoDB Streams</a> </p> </li> <li> <p> <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-kinesis.html#services-kinesis-eventsourcemapping\"> Amazon Kinesis</a> </p> </li> <li> <p> <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-sqs.html#events-sqs-eventsource\"> Amazon SQS</a> </p> </li> <li> <p> <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-mq.html#services-mq-eventsourcemapping\"> Amazon MQ and RabbitMQ</a> </p> </li> <li> <p> <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-msk.html\"> Amazon MSK</a> </p> </li> <li> <p> <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/kafka-smaa.html\"> Apache Kafka</a> </p> </li> <li> <p> <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-documentdb.html\"> Amazon DocumentDB</a> </p> </li> </ul> <p>The following error handling options are available only for DynamoDB and Kinesis event sources:</p> <ul> <li> <p> <code>BisectBatchOnFunctionError</code> – If the function returns an error, split the batch in two and retry.</p> </li> <li> <p> <code>MaximumRecordAgeInSeconds</code> – Discard records older than the specified age. The default value is infinite (-1). When set to infinite (-1), failed records are retried until the record expires</p> </li> <li> <p> <code>MaximumRetryAttempts</code> – Discard records after the specified number of retries. The default value is infinite (-1). When set to infinite (-1), failed records are retried until the record expires.</p> </li> <li> <p> <code>ParallelizationFactor</code> – Process multiple batches from each shard concurrently.</p> </li> </ul> <p>For stream sources (DynamoDB, Kinesis, Amazon MSK, and self-managed Apache Kafka), the following option is also available:</p> <ul> <li> <p> <code>OnFailure</code> – Send discarded records to an Amazon SQS queue, Amazon SNS topic, or Amazon S3 bucket. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/invocation-async-retain-records.html#invocation-async-destinations\">Adding a destination</a>.</p> </li> </ul> <p>For information about which configuration parameters apply to each event source, see the following topics.</p> <ul> <li> <p> <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-ddb.html#services-ddb-params\"> Amazon DynamoDB Streams</a> </p> </li> <li> <p> <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-kinesis.html#services-kinesis-params\"> Amazon Kinesis</a> </p> </li> <li> <p> <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-sqs.html#services-sqs-params\"> Amazon SQS</a> </p> </li> <li> <p> <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-mq.html#services-mq-params\"> Amazon MQ and RabbitMQ</a> </p> </li> <li> <p> <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-msk.html#services-msk-parms\"> Amazon MSK</a> </p> </li> <li> <p> <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-kafka.html#services-kafka-parms\"> Apache Kafka</a> </p> </li> <li> <p> <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-documentdb.html#docdb-configuration\"> Amazon DocumentDB</a> </p> </li> </ul>"
+    },
+    "UpdateFunctionCode":{
+      "name":"UpdateFunctionCode",
+      "http":{
+        "method":"PUT",
+        "requestUri":"/2015-03-31/functions/{FunctionName}/code",
+        "responseCode":200
+      },
+      "input":{"shape":"UpdateFunctionCodeRequest"},
+      "output":{"shape":"FunctionConfiguration"},
+      "errors":[
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"ResourceConflictException"},
+        {"shape":"ServiceException"},
+        {"shape":"TooManyRequestsException"},
+        {"shape":"InvalidCodeSignatureException"},
+        {"shape":"ResourceNotFoundException"},
+        {"shape":"CodeVerificationFailedException"},
+        {"shape":"CodeSigningConfigNotFoundException"},
+        {"shape":"CodeStorageExceededException"},
+        {"shape":"PreconditionFailedException"}
+      ],
+      "documentation":"<p>Updates a Lambda function's code. If code signing is enabled for the function, the code package must be signed by a trusted publisher. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-codesigning.html\">Configuring code signing for Lambda</a>.</p> <p>If the function's package type is <code>Image</code>, then you must specify the code package in <code>ImageUri</code> as the URI of a <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/lambda-images.html\">container image</a> in the Amazon ECR registry.</p> <p>If the function's package type is <code>Zip</code>, then you must specify the deployment package as a <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/gettingstarted-package.html#gettingstarted-package-zip\">.zip file archive</a>. Enter the Amazon S3 bucket and key of the code .zip file location. You can also provide the function code inline using the <code>ZipFile</code> field.</p> <p>The code in the deployment package must be compatible with the target instruction set architecture of the function (<code>x86-64</code> or <code>arm64</code>).</p> <p>The function's code is locked when you publish a version. You can't modify the code of a published version, only the unpublished version.</p> <note> <p>For a function defined as a container image, Lambda resolves the image tag to an image digest. In Amazon ECR, if you update the image tag to a new image, Lambda does not automatically update the function.</p> </note>"
+    },
+    "UpdateFunctionConfiguration":{
+      "name":"UpdateFunctionConfiguration",
+      "http":{
+        "method":"PUT",
+        "requestUri":"/2015-03-31/functions/{FunctionName}/configuration",
+        "responseCode":200
+      },
+      "input":{"shape":"UpdateFunctionConfigurationRequest"},
+      "output":{"shape":"FunctionConfiguration"},
+      "errors":[
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"ResourceConflictException"},
+        {"shape":"ServiceException"},
+        {"shape":"TooManyRequestsException"},
+        {"shape":"InvalidCodeSignatureException"},
+        {"shape":"ResourceNotFoundException"},
+        {"shape":"CodeVerificationFailedException"},
+        {"shape":"CodeSigningConfigNotFoundException"},
+        {"shape":"PreconditionFailedException"}
+      ],
+      "documentation":"<p>Modify the version-specific settings of a Lambda function.</p> <p>When you update a function, Lambda provisions an instance of the function and its supporting resources. If your function connects to a VPC, this process can take a minute. During this time, you can't modify the function, but you can still invoke it. The <code>LastUpdateStatus</code>, <code>LastUpdateStatusReason</code>, and <code>LastUpdateStatusReasonCode</code> fields in the response from <a>GetFunctionConfiguration</a> indicate when the update is complete and the function is processing events with the new configuration. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/functions-states.html\">Lambda function states</a>.</p> <p>These settings can vary between versions of a function and are locked when you publish a version. You can't modify the configuration of a published version, only the unpublished version.</p> <p>To configure function concurrency, use <a>PutFunctionConcurrency</a>. To grant invoke permissions to an Amazon Web Services account or Amazon Web Services service, use <a>AddPermission</a>.</p>"
+    },
+    "UpdateFunctionEventInvokeConfig":{
+      "name":"UpdateFunctionEventInvokeConfig",
+      "http":{
+        "method":"POST",
+        "requestUri":"/2019-09-25/functions/{FunctionName}/event-invoke-config",
+        "responseCode":200
+      },
+      "input":{"shape":"UpdateFunctionEventInvokeConfigRequest"},
+      "output":{"shape":"FunctionEventInvokeConfig"},
+      "errors":[
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"ResourceConflictException"},
+        {"shape":"ServiceException"},
+        {"shape":"TooManyRequestsException"},
+        {"shape":"ResourceNotFoundException"}
+      ],
+      "documentation":"<p>Updates the configuration for asynchronous invocation for a function, version, or alias.</p> <p>To configure options for asynchronous invocation, use <a>PutFunctionEventInvokeConfig</a>.</p>"
+    },
+    "UpdateFunctionUrlConfig":{
+      "name":"UpdateFunctionUrlConfig",
+      "http":{
+        "method":"PUT",
+        "requestUri":"/2021-10-31/functions/{FunctionName}/url",
+        "responseCode":200
+      },
+      "input":{"shape":"UpdateFunctionUrlConfigRequest"},
+      "output":{"shape":"UpdateFunctionUrlConfigResponse"},
+      "errors":[
+        {"shape":"InvalidParameterValueException"},
+        {"shape":"ResourceConflictException"},
+        {"shape":"ServiceException"},
+        {"shape":"TooManyRequestsException"},
+        {"shape":"ResourceNotFoundException"}
+      ],
+      "documentation":"<p>Updates the configuration for a Lambda function URL.</p>"
+    }
+  },
+  "shapes":{
+    "AccountLimit":{
+      "type":"structure",
+      "members":{
+        "TotalCodeSize":{
+          "shape":"Long",
+          "documentation":"<p>The amount of storage space that you can use for all deployment packages and layer archives.</p>"
+        },
+        "CodeSizeUnzipped":{
+          "shape":"Long",
+          "documentation":"<p>The maximum size of a function's deployment package and layers when they're extracted.</p>"
+        },
+        "CodeSizeZipped":{
+          "shape":"Long",
+          "documentation":"<p>The maximum size of a deployment package when it's uploaded directly to Lambda. Use Amazon S3 for larger files.</p>"
+        },
+        "ConcurrentExecutions":{
+          "shape":"Integer",
+          "documentation":"<p>The maximum number of simultaneous function executions.</p>"
+        },
+        "UnreservedConcurrentExecutions":{
+          "shape":"UnreservedConcurrentExecutions",
+          "documentation":"<p>The maximum number of simultaneous function executions, minus the capacity that's reserved for individual functions with <a>PutFunctionConcurrency</a>.</p>"
+        }
+      },
+      "documentation":"<p>Limits that are related to concurrency and storage. All file and storage sizes are in bytes.</p>"
+    },
+    "AccountUsage":{
+      "type":"structure",
+      "members":{
+        "TotalCodeSize":{
+          "shape":"Long",
+          "documentation":"<p>The amount of storage space, in bytes, that's being used by deployment packages and layer archives.</p>"
+        },
+        "FunctionCount":{
+          "shape":"Long",
+          "documentation":"<p>The number of Lambda functions.</p>"
+        }
+      },
+      "documentation":"<p>The number of functions and amount of storage in use.</p>"
+    },
+    "Action":{
+      "type":"string",
+      "pattern":"(lambda:[*]|lambda:[a-zA-Z]+|[*])"
+    },
+    "AddLayerVersionPermissionRequest":{
+      "type":"structure",
+      "required":[
+        "LayerName",
+        "VersionNumber",
+        "StatementId",
+        "Action",
+        "Principal"
+      ],
+      "members":{
+        "LayerName":{
+          "shape":"LayerName",
+          "documentation":"<p>The name or Amazon Resource Name (ARN) of the layer.</p>",
+          "location":"uri",
+          "locationName":"LayerName"
+        },
+        "VersionNumber":{
+          "shape":"LayerVersionNumber",
+          "documentation":"<p>The version number.</p>",
+          "location":"uri",
+          "locationName":"VersionNumber"
+        },
+        "StatementId":{
+          "shape":"StatementId",
+          "documentation":"<p>An identifier that distinguishes the policy from others on the same layer version.</p>"
+        },
+        "Action":{
+          "shape":"LayerPermissionAllowedAction",
+          "documentation":"<p>The API action that grants access to the layer. For example, <code>lambda:GetLayerVersion</code>.</p>"
+        },
+        "Principal":{
+          "shape":"LayerPermissionAllowedPrincipal",
+          "documentation":"<p>An account ID, or <code>*</code> to grant layer usage permission to all accounts in an organization, or all Amazon Web Services accounts (if <code>organizationId</code> is not specified). For the last case, make sure that you really do want all Amazon Web Services accounts to have usage permission to this layer. </p>"
+        },
+        "OrganizationId":{
+          "shape":"OrganizationId",
+          "documentation":"<p>With the principal set to <code>*</code>, grant permission to all accounts in the specified organization.</p>"
+        },
+        "RevisionId":{
+          "shape":"String",
+          "documentation":"<p>Only update the policy if the revision ID matches the ID specified. Use this option to avoid modifying a policy that has changed since you last read it.</p>",
+          "location":"querystring",
+          "locationName":"RevisionId"
+        }
+      }
+    },
+    "AddLayerVersionPermissionResponse":{
+      "type":"structure",
+      "members":{
+        "Statement":{
+          "shape":"String",
+          "documentation":"<p>The permission statement.</p>"
+        },
+        "RevisionId":{
+          "shape":"String",
+          "documentation":"<p>A unique identifier for the current revision of the policy.</p>"
+        }
+      }
+    },
+    "AddPermissionRequest":{
+      "type":"structure",
+      "required":[
+        "FunctionName",
+        "StatementId",
+        "Action",
+        "Principal"
+      ],
+      "members":{
+        "FunctionName":{
+          "shape":"NamespacedFunctionName",
+          "documentation":"<p>The name or ARN of the Lambda function, version, or alias.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> – <code>my-function</code> (name-only), <code>my-function:v1</code> (with alias).</p> </li> <li> <p> <b>Function ARN</b> – <code>arn:aws:lambda:us-west-2:123456789012:function:my-function</code>.</p> </li> <li> <p> <b>Partial ARN</b> – <code>123456789012:function:my-function</code>.</p> </li> </ul> <p>You can append a version number or alias to any of the formats. The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
+          "location":"uri",
+          "locationName":"FunctionName"
+        },
+        "StatementId":{
+          "shape":"StatementId",
+          "documentation":"<p>A statement identifier that differentiates the statement from others in the same policy.</p>"
+        },
+        "Action":{
+          "shape":"Action",
+          "documentation":"<p>The action that the principal can use on the function. For example, <code>lambda:InvokeFunction</code> or <code>lambda:GetFunction</code>.</p>"
+        },
+        "Principal":{
+          "shape":"Principal",
+          "documentation":"<p>The Amazon Web Services service, Amazon Web Services account, IAM user, or IAM role that invokes the function. If you specify a service, use <code>SourceArn</code> or <code>SourceAccount</code> to limit who can invoke the function through that service.</p>"
+        },
+        "SourceArn":{
+          "shape":"Arn",
+          "documentation":"<p>For Amazon Web Services services, the ARN of the Amazon Web Services resource that invokes the function. For example, an Amazon S3 bucket or Amazon SNS topic.</p> <p>Note that Lambda configures the comparison using the <code>StringLike</code> operator.</p>"
+        },
+        "SourceAccount":{
+          "shape":"SourceOwner",
+          "documentation":"<p>For Amazon Web Services service, the ID of the Amazon Web Services account that owns the resource. Use this together with <code>SourceArn</code> to ensure that the specified account owns the resource. It is possible for an Amazon S3 bucket to be deleted by its owner and recreated by another account.</p>"
+        },
+        "EventSourceToken":{
+          "shape":"EventSourceToken",
+          "documentation":"<p>For Alexa Smart Home functions, a token that the invoker must supply.</p>"
+        },
+        "Qualifier":{
+          "shape":"NumericLatestPublishedOrAliasQualifier",
+          "documentation":"<p>Specify a version or alias to add permissions to a published version of the function.</p>",
+          "location":"querystring",
+          "locationName":"Qualifier"
+        },
+        "RevisionId":{
+          "shape":"String",
+          "documentation":"<p>Update the policy only if the revision ID matches the ID that's specified. Use this option to avoid modifying a policy that has changed since you last read it.</p>"
+        },
+        "PrincipalOrgID":{
+          "shape":"PrincipalOrgID",
+          "documentation":"<p>The identifier for your organization in Organizations. Use this to grant permissions to all the Amazon Web Services accounts under this organization.</p>"
+        },
+        "FunctionUrlAuthType":{
+          "shape":"FunctionUrlAuthType",
+          "documentation":"<p>The type of authentication that your function URL uses. Set to <code>AWS_IAM</code> if you want to restrict access to authenticated users only. Set to <code>NONE</code> if you want to bypass IAM authentication to create a public endpoint. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/urls-auth.html\">Security and auth model for Lambda function URLs</a>.</p>"
+        },
+        "InvokedViaFunctionUrl":{"shape":"InvokedViaFunctionUrl"}
+      }
+    },
+    "AddPermissionResponse":{
+      "type":"structure",
+      "members":{
+        "Statement":{
+          "shape":"String",
+          "documentation":"<p>The permission statement that's added to the function policy.</p>"
+        }
+      }
+    },
+    "AdditionalVersion":{
+      "type":"string",
+      "max":1024,
+      "min":1,
+      "pattern":"[0-9]+"
+    },
+    "AdditionalVersionWeights":{
+      "type":"map",
+      "key":{"shape":"AdditionalVersion"},
+      "value":{"shape":"Weight"}
+    },
+    "Alias":{
+      "type":"string",
+      "max":128,
+      "min":1,
+      "pattern":"(?!^[0-9]+$)([a-zA-Z0-9-_]+)"
+    },
+    "AliasConfiguration":{
+      "type":"structure",
+      "members":{
+        "AliasArn":{
+          "shape":"FunctionArn",
+          "documentation":"<p>The Amazon Resource Name (ARN) of the alias.</p>"
+        },
+        "Name":{
+          "shape":"Alias",
+          "documentation":"<p>The name of the alias.</p>"
+        },
+        "FunctionVersion":{
+          "shape":"Version",
+          "documentation":"<p>The function version that the alias invokes.</p>"
+        },
+        "Description":{
+          "shape":"Description",
+          "documentation":"<p>A description of the alias.</p>"
+        },
+        "RoutingConfig":{
+          "shape":"AliasRoutingConfiguration",
+          "documentation":"<p>The <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/lambda-traffic-shifting-using-aliases.html\">routing configuration</a> of the alias.</p>"
+        },
+        "RevisionId":{
+          "shape":"String",
+          "documentation":"<p>A unique identifier that changes when you update the alias.</p>"
+        }
+      },
+      "documentation":"<p>Provides configuration information about a Lambda function <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-aliases.html\">alias</a>.</p>"
+    },
+    "AliasList":{
+      "type":"list",
+      "member":{"shape":"AliasConfiguration"}
+    },
+    "AliasRoutingConfiguration":{
+      "type":"structure",
+      "members":{
+        "AdditionalVersionWeights":{
+          "shape":"AdditionalVersionWeights",
+          "documentation":"<p>The second version, and the percentage of traffic that's routed to it.</p>"
+        }
+      },
+      "documentation":"<p>The <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/lambda-traffic-shifting-using-aliases.html\">traffic-shifting</a> configuration of a Lambda function alias.</p>"
+    },
+    "AllowCredentials":{
+      "type":"boolean",
+      "box":true
+    },
+    "AllowMethodsList":{
+      "type":"list",
+      "member":{"shape":"Method"},
+      "max":6,
+      "min":0
+    },
+    "AllowOriginsList":{
+      "type":"list",
+      "member":{"shape":"Origin"},
+      "max":100,
+      "min":0
+    },
+    "AllowedPublishers":{
+      "type":"structure",
+      "required":["SigningProfileVersionArns"],
+      "members":{
+        "SigningProfileVersionArns":{
+          "shape":"SigningProfileVersionArns",
+          "documentation":"<p>The Amazon Resource Name (ARN) for each of the signing profiles. A signing profile defines a trusted user who can sign a code package. </p>"
+        }
+      },
+      "documentation":"<p>List of signing profiles that can sign a code package. </p>"
+    },
+    "AmazonManagedKafkaEventSourceConfig":{
+      "type":"structure",
+      "members":{
+        "ConsumerGroupId":{
+          "shape":"URI",
+          "documentation":"<p>The identifier for the Kafka consumer group to join. The consumer group ID must be unique among all your Kafka event sources. After creating a Kafka event source mapping with the consumer group ID specified, you cannot update this value. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-msk.html#services-msk-consumer-group-id\">Customizable consumer group ID</a>.</p>"
+        },
+        "SchemaRegistryConfig":{
+          "shape":"KafkaSchemaRegistryConfig",
+          "documentation":"<p>Specific configuration settings for a Kafka schema registry.</p>"
+        }
+      },
+      "documentation":"<p>Specific configuration settings for an Amazon Managed Streaming for Apache Kafka (Amazon MSK) event source.</p>"
+    },
+    "ApplicationLogLevel":{
+      "type":"string",
+      "enum":[
+        "TRACE",
+        "DEBUG",
+        "INFO",
+        "WARN",
+        "ERROR",
+        "FATAL"
+      ]
+    },
+    "Architecture":{
+      "type":"string",
+      "enum":[
+        "x86_64",
+        "arm64"
+      ]
+    },
+    "ArchitecturesList":{
+      "type":"list",
+      "member":{"shape":"Architecture"},
+      "max":1,
+      "min":1
+    },
+    "Arn":{
+      "type":"string",
+      "pattern":"arn:(aws[a-zA-Z0-9-]*):([a-zA-Z0-9\\-])+:((eusc-)?[a-z]{2}(-gov)?-[a-z]+-\\d{1})?:(\\d{12})?:(.*)"
+    },
+    "BatchSize":{
+      "type":"integer",
+      "box":true,
+      "max":10000,
+      "min":1
+    },
+    "BisectBatchOnFunctionError":{
+      "type":"boolean",
+      "box":true
+    },
+    "Blob":{
+      "type":"blob",
+      "sensitive":true
+    },
+    "BlobStream":{
+      "type":"blob",
+      "streaming":true
+    },
+    "Boolean":{"type":"boolean"},
+    "CapacityProvider":{
+      "type":"structure",
+      "required":[
+        "CapacityProviderArn",
+        "State",
+        "VpcConfig",
+        "PermissionsConfig"
+      ],
+      "members":{
+        "CapacityProviderArn":{"shape":"CapacityProviderArn"},
+        "State":{"shape":"CapacityProviderState"},
+        "VpcConfig":{"shape":"CapacityProviderVpcConfig"},
+        "PermissionsConfig":{"shape":"CapacityProviderPermissionsConfig"},
+        "InstanceRequirements":{"shape":"InstanceRequirements"},
+        "CapacityProviderScalingConfig":{"shape":"CapacityProviderScalingConfig"},
+        "KmsKeyArn":{"shape":"KMSKeyArn"},
+        "LastModified":{"shape":"Timestamp"}
+      }
+    },
+    "CapacityProviderArn":{
+      "type":"string",
+      "max":140,
+      "min":1,
+      "pattern":"arn:aws[a-zA-Z-]*:lambda:(eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:\\d{12}:capacity-provider:[a-zA-Z0-9-_]+"
+    },
+    "CapacityProviderConfig":{
+      "type":"structure",
+      "required":["LambdaManagedInstancesCapacityProviderConfig"],
+      "members":{
+        "LambdaManagedInstancesCapacityProviderConfig":{"shape":"LambdaManagedInstancesCapacityProviderConfig"}
+      }
+    },
+    "CapacityProviderLimitExceededException":{
+      "type":"structure",
+      "members":{
+        "Type":{"shape":"String"},
+        "message":{"shape":"String"}
+      },
+      "error":{
+        "httpStatusCode":400,
+        "senderFault":true
+      },
+      "exception":true
+    },
+    "CapacityProviderMaxVCpuCount":{
+      "type":"integer",
+      "box":true,
+      "max":15000,
+      "min":2
+    },
+    "CapacityProviderName":{
+      "type":"string",
+      "max":140,
+      "min":1,
+      "pattern":"(arn:aws[a-zA-Z-]*:lambda:(eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:\\d{12}:capacity-provider:[a-zA-Z0-9-_]+)|[a-zA-Z0-9-_]+"
+    },
+    "CapacityProviderPermissionsConfig":{
+      "type":"structure",
+      "required":["CapacityProviderOperatorRoleArn"],
+      "members":{
+        "CapacityProviderOperatorRoleArn":{"shape":"RoleArn"}
+      }
+    },
+    "CapacityProviderPredefinedMetricType":{
+      "type":"string",
+      "enum":["LambdaCapacityProviderAverageCPUUtilization"]
+    },
+    "CapacityProviderScalingConfig":{
+      "type":"structure",
+      "members":{
+        "MaxVCpuCount":{"shape":"CapacityProviderMaxVCpuCount"},
+        "ScalingMode":{"shape":"CapacityProviderScalingMode"},
+        "ScalingPolicies":{"shape":"CapacityProviderScalingPoliciesList"}
+      }
+    },
+    "CapacityProviderScalingMode":{
+      "type":"string",
+      "enum":[
+        "Auto",
+        "Manual"
+      ]
+    },
+    "CapacityProviderScalingPoliciesList":{
+      "type":"list",
+      "member":{"shape":"TargetTrackingScalingPolicy"},
+      "max":10,
+      "min":1
+    },
+    "CapacityProviderSecurityGroupIds":{
+      "type":"list",
+      "member":{"shape":"SecurityGroupId"},
+      "max":5,
+      "min":0
+    },
+    "CapacityProviderState":{
+      "type":"string",
+      "enum":[
+        "Pending",
+        "Active",
+        "Failed",
+        "Deleting"
+      ]
+    },
+    "CapacityProviderSubnetIds":{
+      "type":"list",
+      "member":{"shape":"SubnetId"},
+      "max":16,
+      "min":1
+    },
+    "CapacityProviderVpcConfig":{
+      "type":"structure",
+      "required":[
+        "SubnetIds",
+        "SecurityGroupIds"
+      ],
+      "members":{
+        "SubnetIds":{"shape":"CapacityProviderSubnetIds"},
+        "SecurityGroupIds":{"shape":"CapacityProviderSecurityGroupIds"}
+      }
+    },
+    "CapacityProvidersList":{
+      "type":"list",
+      "member":{"shape":"CapacityProvider"},
+      "max":50,
+      "min":0
+    },
+    "CodeSigningConfig":{
+      "type":"structure",
+      "required":[
+        "CodeSigningConfigId",
+        "CodeSigningConfigArn",
+        "AllowedPublishers",
+        "CodeSigningPolicies",
+        "LastModified"
+      ],
+      "members":{
+        "CodeSigningConfigId":{
+          "shape":"CodeSigningConfigId",
+          "documentation":"<p>Unique identifer for the Code signing configuration.</p>"
+        },
+        "CodeSigningConfigArn":{
+          "shape":"CodeSigningConfigArn",
+          "documentation":"<p>The Amazon Resource Name (ARN) of the Code signing configuration.</p>"
+        },
+        "Description":{
+          "shape":"Description",
+          "documentation":"<p>Code signing configuration description.</p>"
+        },
+        "AllowedPublishers":{
+          "shape":"AllowedPublishers",
+          "documentation":"<p>List of allowed publishers.</p>"
+        },
+        "CodeSigningPolicies":{
+          "shape":"CodeSigningPolicies",
+          "documentation":"<p>The code signing policy controls the validation failure action for signature mismatch or expiry.</p>"
+        },
+        "LastModified":{
+          "shape":"Timestamp",
+          "documentation":"<p>The date and time that the Code signing configuration was last modified, in ISO-8601 format (YYYY-MM-DDThh:mm:ss.sTZD). </p>"
+        }
+      },
+      "documentation":"<p>Details about a <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-codesigning.html\">Code signing configuration</a>. </p>"
+    },
+    "CodeSigningConfigArn":{
+      "type":"string",
+      "max":200,
+      "min":0,
+      "pattern":"arn:(aws[a-zA-Z-]*)?:lambda:(eusc-)?[a-z]{2}((-gov)|(-iso(b?)))?-[a-z]+-\\d{1}:\\d{12}:code-signing-config:csc-[a-z0-9]{17}"
+    },
+    "CodeSigningConfigId":{
+      "type":"string",
+      "pattern":"csc-[a-zA-Z0-9-_\\.]{17}"
+    },
+    "CodeSigningConfigList":{
+      "type":"list",
+      "member":{"shape":"CodeSigningConfig"}
+    },
+    "CodeSigningConfigNotFoundException":{
+      "type":"structure",
+      "members":{
+        "Type":{"shape":"String"},
+        "Message":{"shape":"String"}
+      },
+      "documentation":"<p>The specified code signing configuration does not exist.</p>",
+      "error":{
+        "httpStatusCode":404,
+        "senderFault":true
+      },
+      "exception":true
+    },
+    "CodeSigningPolicies":{
+      "type":"structure",
+      "members":{
+        "UntrustedArtifactOnDeployment":{
+          "shape":"CodeSigningPolicy",
+          "documentation":"<p>Code signing configuration policy for deployment validation failure. If you set the policy to <code>Enforce</code>, Lambda blocks the deployment request if signature validation checks fail. If you set the policy to <code>Warn</code>, Lambda allows the deployment and creates a CloudWatch log. </p> <p>Default value: <code>Warn</code> </p>"
+        }
+      },
+      "documentation":"<p>Code signing configuration <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-codesigning.html#config-codesigning-policies\">policies</a> specify the validation failure action for signature mismatch or expiry.</p>"
+    },
+    "CodeSigningPolicy":{
+      "type":"string",
+      "enum":[
+        "Warn",
+        "Enforce"
+      ]
+    },
+    "CodeStorageExceededException":{
+      "type":"structure",
+      "members":{
+        "Type":{
+          "shape":"String",
+          "documentation":"<p>The exception type.</p>"
+        },
+        "message":{"shape":"String"}
+      },
+      "documentation":"<p>Your Amazon Web Services account has exceeded its maximum total code size. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/gettingstarted-limits.html\">Lambda quotas</a>.</p>",
+      "error":{
+        "httpStatusCode":400,
+        "senderFault":true
+      },
+      "exception":true
+    },
+    "CodeVerificationFailedException":{
+      "type":"structure",
+      "members":{
+        "Type":{"shape":"String"},
+        "Message":{"shape":"String"}
+      },
+      "documentation":"<p>The code signature failed one or more of the validation checks for signature mismatch or expiry, and the code signing policy is set to ENFORCE. Lambda blocks the deployment.</p>",
+      "error":{
+        "httpStatusCode":400,
+        "senderFault":true
+      },
+      "exception":true
+    },
+    "CollectionName":{
+      "type":"string",
+      "max":57,
+      "min":1,
+      "pattern":"(^(?!(system\\x2e)))(^[_a-zA-Z0-9])([^$]*)"
+    },
+    "CompatibleArchitectures":{
+      "type":"list",
+      "member":{"shape":"Architecture"},
+      "max":2,
+      "min":0
+    },
+    "CompatibleRuntimes":{
+      "type":"list",
+      "member":{"shape":"Runtime"},
+      "max":15,
+      "min":0
+    },
+    "Concurrency":{
+      "type":"structure",
+      "members":{
+        "ReservedConcurrentExecutions":{
+          "shape":"ReservedConcurrentExecutions",
+          "documentation":"<p>The number of concurrent executions that are reserved for this function. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-concurrency.html\">Managing Lambda reserved concurrency</a>.</p>"
+        }
+      }
+    },
+    "Cors":{
+      "type":"structure",
+      "members":{
+        "AllowCredentials":{
+          "shape":"AllowCredentials",
+          "documentation":"<p>Whether to allow cookies or other credentials in requests to your function URL. The default is <code>false</code>.</p>"
+        },
+        "AllowHeaders":{
+          "shape":"HeadersList",
+          "documentation":"<p>The HTTP headers that origins can include in requests to your function URL. For example: <code>Date</code>, <code>Keep-Alive</code>, <code>X-Custom-Header</code>.</p>"
+        },
+        "AllowMethods":{
+          "shape":"AllowMethodsList",
+          "documentation":"<p>The HTTP methods that are allowed when calling your function URL. For example: <code>GET</code>, <code>POST</code>, <code>DELETE</code>, or the wildcard character (<code>*</code>).</p>"
+        },
+        "AllowOrigins":{
+          "shape":"AllowOriginsList",
+          "documentation":"<p>The origins that can access your function URL. You can list any number of specific origins, separated by a comma. For example: <code>https://www.example.com</code>, <code>http://localhost:60905</code>.</p> <p>Alternatively, you can grant access to all origins using the wildcard character (<code>*</code>).</p>"
+        },
+        "ExposeHeaders":{
+          "shape":"HeadersList",
+          "documentation":"<p>The HTTP headers in your function response that you want to expose to origins that call your function URL. For example: <code>Date</code>, <code>Keep-Alive</code>, <code>X-Custom-Header</code>.</p>"
+        },
+        "MaxAge":{
+          "shape":"MaxAge",
+          "documentation":"<p>The maximum amount of time, in seconds, that web browsers can cache results of a preflight request. By default, this is set to <code>0</code>, which means that the browser doesn't cache results.</p>"
+        }
+      },
+      "documentation":"<p>The <a href=\"https://developer.mozilla.org/en-US/docs/Web/HTTP/CORS\">cross-origin resource sharing (CORS)</a> settings for your Lambda function URL. Use CORS to grant access to your function URL from any origin. You can also use CORS to control access for specific HTTP headers and methods in requests to your function URL.</p>"
+    },
+    "CreateAliasRequest":{
+      "type":"structure",
+      "required":[
+        "FunctionName",
+        "Name",
+        "FunctionVersion"
+      ],
+      "members":{
+        "FunctionName":{
+          "shape":"FunctionName",
+          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> - <code>MyFunction</code>.</p> </li> <li> <p> <b>Function ARN</b> - <code>arn:aws:lambda:us-west-2:123456789012:function:MyFunction</code>.</p> </li> <li> <p> <b>Partial ARN</b> - <code>123456789012:function:MyFunction</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
+          "location":"uri",
+          "locationName":"FunctionName"
+        },
+        "Name":{
+          "shape":"Alias",
+          "documentation":"<p>The name of the alias.</p>"
+        },
+        "FunctionVersion":{
+          "shape":"VersionWithLatestPublished",
+          "documentation":"<p>The function version that the alias invokes.</p>"
+        },
+        "Description":{
+          "shape":"Description",
+          "documentation":"<p>A description of the alias.</p>"
+        },
+        "RoutingConfig":{
+          "shape":"AliasRoutingConfiguration",
+          "documentation":"<p>The <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-aliases.html#configuring-alias-routing\">routing configuration</a> of the alias.</p>"
+        }
+      }
+    },
+    "CreateCapacityProviderRequest":{
+      "type":"structure",
+      "required":[
+        "CapacityProviderName",
+        "VpcConfig",
+        "PermissionsConfig"
+      ],
+      "members":{
+        "CapacityProviderName":{"shape":"CapacityProviderName"},
+        "VpcConfig":{"shape":"CapacityProviderVpcConfig"},
+        "PermissionsConfig":{"shape":"CapacityProviderPermissionsConfig"},
+        "InstanceRequirements":{"shape":"InstanceRequirements"},
+        "CapacityProviderScalingConfig":{"shape":"CapacityProviderScalingConfig"},
+        "KmsKeyArn":{"shape":"KMSKeyArnNonEmpty"},
+        "Tags":{"shape":"Tags"}
+      }
+    },
+    "CreateCapacityProviderResponse":{
+      "type":"structure",
+      "required":["CapacityProvider"],
+      "members":{
+        "CapacityProvider":{"shape":"CapacityProvider"}
+      }
+    },
+    "CreateCodeSigningConfigRequest":{
+      "type":"structure",
+      "required":["AllowedPublishers"],
+      "members":{
+        "Description":{
+          "shape":"Description",
+          "documentation":"<p>Descriptive name for this code signing configuration.</p>"
+        },
+        "AllowedPublishers":{
+          "shape":"AllowedPublishers",
+          "documentation":"<p>Signing profiles for this code signing configuration.</p>"
+        },
+        "CodeSigningPolicies":{
+          "shape":"CodeSigningPolicies",
+          "documentation":"<p>The code signing policies define the actions to take if the validation checks fail. </p>"
+        },
+        "Tags":{
+          "shape":"Tags",
+          "documentation":"<p>A list of tags to add to the code signing configuration.</p>"
+        }
+      }
+    },
+    "CreateCodeSigningConfigResponse":{
+      "type":"structure",
+      "required":["CodeSigningConfig"],
+      "members":{
+        "CodeSigningConfig":{
+          "shape":"CodeSigningConfig",
+          "documentation":"<p>The code signing configuration.</p>"
+        }
+      }
+    },
+    "CreateEventSourceMappingRequest":{
+      "type":"structure",
+      "required":["FunctionName"],
+      "members":{
+        "EventSourceArn":{
+          "shape":"Arn",
+          "documentation":"<p>The Amazon Resource Name (ARN) of the event source.</p> <ul> <li> <p> <b>Amazon Kinesis</b> – The ARN of the data stream or a stream consumer.</p> </li> <li> <p> <b>Amazon DynamoDB Streams</b> – The ARN of the stream.</p> </li> <li> <p> <b>Amazon Simple Queue Service</b> – The ARN of the queue.</p> </li> <li> <p> <b>Amazon Managed Streaming for Apache Kafka</b> – The ARN of the cluster or the ARN of the VPC connection (for <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-msk.html#msk-multi-vpc\">cross-account event source mappings</a>).</p> </li> <li> <p> <b>Amazon MQ</b> – The ARN of the broker.</p> </li> <li> <p> <b>Amazon DocumentDB</b> – The ARN of the DocumentDB change stream.</p> </li> </ul>"
+        },
+        "FunctionName":{
+          "shape":"NamespacedFunctionName",
+          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> – <code>MyFunction</code>.</p> </li> <li> <p> <b>Function ARN</b> – <code>arn:aws:lambda:us-west-2:123456789012:function:MyFunction</code>.</p> </li> <li> <p> <b>Version or Alias ARN</b> – <code>arn:aws:lambda:us-west-2:123456789012:function:MyFunction:PROD</code>.</p> </li> <li> <p> <b>Partial ARN</b> – <code>123456789012:function:MyFunction</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it's limited to 64 characters in length.</p>"
+        },
+        "Enabled":{
+          "shape":"Enabled",
+          "documentation":"<p>When true, the event source mapping is active. When false, Lambda pauses polling and invocation.</p> <p>Default: True</p>"
+        },
+        "BatchSize":{
+          "shape":"BatchSize",
+          "documentation":"<p>The maximum number of records in each batch that Lambda pulls from your stream or queue and sends to your function. Lambda passes all of the records in the batch to the function in a single call, up to the payload limit for synchronous invocation (6 MB).</p> <ul> <li> <p> <b>Amazon Kinesis</b> – Default 100. Max 10,000.</p> </li> <li> <p> <b>Amazon DynamoDB Streams</b> – Default 100. Max 10,000.</p> </li> <li> <p> <b>Amazon Simple Queue Service</b> – Default 10. For standard queues the max is 10,000. For FIFO queues the max is 10.</p> </li> <li> <p> <b>Amazon Managed Streaming for Apache Kafka</b> – Default 100. Max 10,000.</p> </li> <li> <p> <b>Self-managed Apache Kafka</b> – Default 100. Max 10,000.</p> </li> <li> <p> <b>Amazon MQ (ActiveMQ and RabbitMQ)</b> – Default 100. Max 10,000.</p> </li> <li> <p> <b>DocumentDB</b> – Default 100. Max 10,000.</p> </li> </ul>"
+        },
+        "FilterCriteria":{
+          "shape":"FilterCriteria",
+          "documentation":"<p>An object that defines the filter criteria that determine whether Lambda should process an event. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/invocation-eventfiltering.html\">Lambda event filtering</a>.</p>"
+        },
+        "MaximumBatchingWindowInSeconds":{
+          "shape":"MaximumBatchingWindowInSeconds",
+          "documentation":"<p>The maximum amount of time, in seconds, that Lambda spends gathering records before invoking the function. You can configure <code>MaximumBatchingWindowInSeconds</code> to any value from 0 seconds to 300 seconds in increments of seconds.</p> <p>For Kinesis, DynamoDB, and Amazon SQS event sources, the default batching window is 0 seconds. For Amazon MSK, Self-managed Apache Kafka, Amazon MQ, and DocumentDB event sources, the default batching window is 500 ms. Note that because you can only change <code>MaximumBatchingWindowInSeconds</code> in increments of seconds, you cannot revert back to the 500 ms default batching window after you have changed it. To restore the default batching window, you must create a new event source mapping.</p> <p>Related setting: For Kinesis, DynamoDB, and Amazon SQS event sources, when you set <code>BatchSize</code> to a value greater than 10, you must set <code>MaximumBatchingWindowInSeconds</code> to at least 1.</p>"
+        },
+        "ParallelizationFactor":{
+          "shape":"ParallelizationFactor",
+          "documentation":"<p>(Kinesis and DynamoDB Streams only) The number of batches to process from each shard concurrently.</p>"
+        },
+        "StartingPosition":{
+          "shape":"EventSourcePosition",
+          "documentation":"<p>The position in a stream from which to start reading. Required for Amazon Kinesis and Amazon DynamoDB Stream event sources. <code>AT_TIMESTAMP</code> is supported only for Amazon Kinesis streams, Amazon DocumentDB, Amazon MSK, and self-managed Apache Kafka.</p>"
+        },
+        "StartingPositionTimestamp":{
+          "shape":"Date",
+          "documentation":"<p>With <code>StartingPosition</code> set to <code>AT_TIMESTAMP</code>, the time from which to start reading. <code>StartingPositionTimestamp</code> cannot be in the future.</p>"
+        },
+        "DestinationConfig":{
+          "shape":"DestinationConfig",
+          "documentation":"<p>(Kinesis, DynamoDB Streams, Amazon MSK, and self-managed Kafka only) A configuration object that specifies the destination of an event after Lambda processes it.</p>"
+        },
+        "MaximumRecordAgeInSeconds":{
+          "shape":"MaximumRecordAgeInSeconds",
+          "documentation":"<p>(Kinesis and DynamoDB Streams only) Discard records older than the specified age. The default value is infinite (-1).</p>"
+        },
+        "BisectBatchOnFunctionError":{
+          "shape":"BisectBatchOnFunctionError",
+          "documentation":"<p>(Kinesis and DynamoDB Streams only) If the function returns an error, split the batch in two and retry.</p>"
+        },
+        "MaximumRetryAttempts":{
+          "shape":"MaximumRetryAttemptsEventSourceMapping",
+          "documentation":"<p>(Kinesis and DynamoDB Streams only) Discard records after the specified number of retries. The default value is infinite (-1). When set to infinite (-1), failed records are retried until the record expires.</p>"
+        },
+        "Tags":{
+          "shape":"Tags",
+          "documentation":"<p>A list of tags to apply to the event source mapping.</p>"
+        },
+        "TumblingWindowInSeconds":{
+          "shape":"TumblingWindowInSeconds",
+          "documentation":"<p>(Kinesis and DynamoDB Streams only) The duration in seconds of a processing window for DynamoDB and Kinesis Streams event sources. A value of 0 seconds indicates no tumbling window.</p>"
+        },
+        "Topics":{
+          "shape":"Topics",
+          "documentation":"<p>The name of the Kafka topic.</p>"
+        },
+        "Queues":{
+          "shape":"Queues",
+          "documentation":"<p> (MQ) The name of the Amazon MQ broker destination queue to consume. </p>"
+        },
+        "SourceAccessConfigurations":{
+          "shape":"SourceAccessConfigurations",
+          "documentation":"<p>An array of authentication protocols or VPC components required to secure your event source.</p>"
+        },
+        "SelfManagedEventSource":{
+          "shape":"SelfManagedEventSource",
+          "documentation":"<p>The self-managed Apache Kafka cluster to receive records from.</p>"
+        },
+        "FunctionResponseTypes":{
+          "shape":"FunctionResponseTypeList",
+          "documentation":"<p>(Kinesis, DynamoDB Streams, and Amazon SQS) A list of current response type enums applied to the event source mapping.</p>"
+        },
+        "AmazonManagedKafkaEventSourceConfig":{
+          "shape":"AmazonManagedKafkaEventSourceConfig",
+          "documentation":"<p>Specific configuration settings for an Amazon Managed Streaming for Apache Kafka (Amazon MSK) event source.</p>"
+        },
+        "SelfManagedKafkaEventSourceConfig":{
+          "shape":"SelfManagedKafkaEventSourceConfig",
+          "documentation":"<p>Specific configuration settings for a self-managed Apache Kafka event source.</p>"
+        },
+        "ScalingConfig":{
+          "shape":"ScalingConfig",
+          "documentation":"<p>(Amazon SQS only) The scaling configuration for the event source. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-sqs.html#events-sqs-max-concurrency\">Configuring maximum concurrency for Amazon SQS event sources</a>.</p>"
+        },
+        "DocumentDBEventSourceConfig":{
+          "shape":"DocumentDBEventSourceConfig",
+          "documentation":"<p>Specific configuration settings for a DocumentDB event source.</p>"
+        },
+        "KMSKeyArn":{
+          "shape":"KMSKeyArn",
+          "documentation":"<p> The ARN of the Key Management Service (KMS) customer managed key that Lambda uses to encrypt your function's <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/invocation-eventfiltering.html#filtering-basics\">filter criteria</a>. By default, Lambda does not encrypt your filter criteria object. Specify this property to encrypt data using your own customer managed key. </p>"
+        },
+        "MetricsConfig":{
+          "shape":"EventSourceMappingMetricsConfig",
+          "documentation":"<p>The metrics configuration for your event source. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/monitoring-metrics-types.html#event-source-mapping-metrics\">Event source mapping metrics</a>.</p>"
+        },
+        "ProvisionedPollerConfig":{
+          "shape":"ProvisionedPollerConfig",
+          "documentation":"<p>(Amazon MSK and self-managed Apache Kafka only) The provisioned mode configuration for the event source. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/invocation-eventsourcemapping.html#invocation-eventsourcemapping-provisioned-mode\">provisioned mode</a>.</p>"
+        }
+      }
+    },
+    "CreateFunctionRequest":{
+      "type":"structure",
+      "required":[
+        "FunctionName",
+        "Role",
+        "Code"
+      ],
+      "members":{
+        "FunctionName":{
+          "shape":"FunctionName",
+          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> – <code>my-function</code>.</p> </li> <li> <p> <b>Function ARN</b> – <code>arn:aws:lambda:us-west-2:123456789012:function:my-function</code>.</p> </li> <li> <p> <b>Partial ARN</b> – <code>123456789012:function:my-function</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>"
+        },
+        "Runtime":{
+          "shape":"Runtime",
+          "documentation":"<p>The identifier of the function's <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/lambda-runtimes.html\"> runtime</a>. Runtime is required if the deployment package is a .zip file archive. Specifying a runtime results in an error if you're deploying a function using a container image.</p> <p>The following list includes deprecated runtimes. Lambda blocks creating new functions and updating existing functions shortly after each runtime is deprecated. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/lambda-runtimes.html#runtime-deprecation-levels\">Runtime use after deprecation</a>.</p> <p>For a list of all currently supported runtimes, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/lambda-runtimes.html#runtimes-supported\">Supported runtimes</a>.</p>"
+        },
+        "Role":{
+          "shape":"RoleArn",
+          "documentation":"<p>The Amazon Resource Name (ARN) of the function's execution role.</p>"
+        },
+        "Handler":{
+          "shape":"Handler",
+          "documentation":"<p>The name of the method within your code that Lambda calls to run your function. Handler is required if the deployment package is a .zip file archive. The format includes the file name. It can also include namespaces and other qualifiers, depending on the runtime. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/foundation-progmodel.html\">Lambda programming model</a>.</p>"
+        },
+        "Code":{
+          "shape":"FunctionCode",
+          "documentation":"<p>The code for the function.</p>"
+        },
+        "Description":{
+          "shape":"Description",
+          "documentation":"<p>A description of the function.</p>"
+        },
+        "Timeout":{
+          "shape":"Timeout",
+          "documentation":"<p>The amount of time (in seconds) that Lambda allows a function to run before stopping it. The default is 3 seconds. The maximum allowed value is 900 seconds. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/runtimes-context.html\">Lambda execution environment</a>.</p>"
+        },
+        "MemorySize":{
+          "shape":"MemorySize",
+          "documentation":"<p>The amount of <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-function-common.html#configuration-memory-console\">memory available to the function</a> at runtime. Increasing the function memory also increases its CPU allocation. The default value is 128 MB. The value can be any multiple of 1 MB.</p>"
+        },
+        "Publish":{
+          "shape":"Boolean",
+          "documentation":"<p>Set to true to publish the first version of the function during creation.</p>"
+        },
+        "VpcConfig":{
+          "shape":"VpcConfig",
+          "documentation":"<p>For network connectivity to Amazon Web Services resources in a VPC, specify a list of security groups and subnets in the VPC. When you connect a function to a VPC, it can access resources and the internet only through that VPC. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-vpc.html\">Configuring a Lambda function to access resources in a VPC</a>.</p>"
+        },
+        "PackageType":{
+          "shape":"PackageType",
+          "documentation":"<p>The type of deployment package. Set to <code>Image</code> for container image and set to <code>Zip</code> for .zip file archive.</p>"
+        },
+        "DeadLetterConfig":{
+          "shape":"DeadLetterConfig",
+          "documentation":"<p>A dead-letter queue configuration that specifies the queue or topic where Lambda sends asynchronous events when they fail processing. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/invocation-async.html#invocation-dlq\">Dead-letter queues</a>.</p>"
+        },
+        "Environment":{
+          "shape":"Environment",
+          "documentation":"<p>Environment variables that are accessible from function code during execution.</p>"
+        },
+        "KMSKeyArn":{
+          "shape":"KMSKeyArn",
+          "documentation":"<p>The ARN of the Key Management Service (KMS) customer managed key that's used to encrypt the following resources:</p> <ul> <li> <p>The function's <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-envvars.html#configuration-envvars-encryption\">environment variables</a>.</p> </li> <li> <p>The function's <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/snapstart-security.html\">Lambda SnapStart</a> snapshots.</p> </li> <li> <p>When used with <code>SourceKMSKeyArn</code>, the unzipped version of the .zip deployment package that's used for function invocations. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/encrypt-zip-package.html#enable-zip-custom-encryption\"> Specifying a customer managed key for Lambda</a>.</p> </li> <li> <p>The optimized version of the container image that's used for function invocations. Note that this is not the same key that's used to protect your container image in the Amazon Elastic Container Registry (Amazon ECR). For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/images-create.html#images-lifecycle\">Function lifecycle</a>.</p> </li> </ul> <p>If you don't provide a customer managed key, Lambda uses an <a href=\"https://docs.aws.amazon.com/kms/latest/developerguide/concepts.html#aws-owned-cmk\">Amazon Web Services owned key</a> or an <a href=\"https://docs.aws.amazon.com/kms/latest/developerguide/concepts.html#aws-managed-cmk\">Amazon Web Services managed key</a>.</p>"
+        },
+        "TracingConfig":{
+          "shape":"TracingConfig",
+          "documentation":"<p>Set <code>Mode</code> to <code>Active</code> to sample and trace a subset of incoming requests with <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/services-xray.html\">X-Ray</a>.</p>"
+        },
+        "Tags":{
+          "shape":"Tags",
+          "documentation":"<p>A list of <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/tagging.html\">tags</a> to apply to the function.</p>"
+        },
+        "Layers":{
+          "shape":"LayerList",
+          "documentation":"<p>A list of <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-layers.html\">function layers</a> to add to the function's execution environment. Specify each layer by its ARN, including the version.</p>"
+        },
+        "FileSystemConfigs":{
+          "shape":"FileSystemConfigList",
+          "documentation":"<p>Connection settings for an Amazon EFS file system.</p>"
+        },
+        "ImageConfig":{
+          "shape":"ImageConfig",
+          "documentation":"<p>Container image <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/images-create.html#images-parms\">configuration values</a> that override the values in the container image Dockerfile.</p>"
+        },
+        "CodeSigningConfigArn":{
+          "shape":"CodeSigningConfigArn",
+          "documentation":"<p>To enable code signing for this function, specify the ARN of a code-signing configuration. A code-signing configuration includes a set of signing profiles, which define the trusted publishers for this function.</p>"
+        },
+        "Architectures":{
+          "shape":"ArchitecturesList",
+          "documentation":"<p>The instruction set architecture that the function supports. Enter a string array with one of the valid values (arm64 or x86_64). The default value is <code>x86_64</code>.</p>"
+        },
+        "EphemeralStorage":{
+          "shape":"EphemeralStorage",
+          "documentation":"<p>The size of the function's <code>/tmp</code> directory in MB. The default value is 512, but can be any whole number between 512 and 10,240 MB. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-function-common.html#configuration-ephemeral-storage\">Configuring ephemeral storage (console)</a>.</p>"
+        },
+        "SnapStart":{
+          "shape":"SnapStart",
+          "documentation":"<p>The function's <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/snapstart.html\">SnapStart</a> setting.</p>"
+        },
+        "LoggingConfig":{
+          "shape":"LoggingConfig",
+          "documentation":"<p>The function's Amazon CloudWatch Logs configuration settings.</p>"
+        },
+        "CapacityProviderConfig":{"shape":"CapacityProviderConfig"},
+        "PublishTo":{"shape":"FunctionVersionLatestPublished"}
+      }
+    },
+    "CreateFunctionUrlConfigRequest":{
+      "type":"structure",
+      "required":[
+        "FunctionName",
+        "AuthType"
+      ],
+      "members":{
+        "FunctionName":{
+          "shape":"FunctionName",
+          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> – <code>my-function</code>.</p> </li> <li> <p> <b>Function ARN</b> – <code>arn:aws:lambda:us-west-2:123456789012:function:my-function</code>.</p> </li> <li> <p> <b>Partial ARN</b> – <code>123456789012:function:my-function</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
+          "location":"uri",
+          "locationName":"FunctionName"
+        },
+        "Qualifier":{
+          "shape":"FunctionUrlQualifier",
+          "documentation":"<p>The alias name.</p>",
+          "location":"querystring",
+          "locationName":"Qualifier"
+        },
+        "AuthType":{
+          "shape":"FunctionUrlAuthType",
+          "documentation":"<p>The type of authentication that your function URL uses. Set to <code>AWS_IAM</code> if you want to restrict access to authenticated users only. Set to <code>NONE</code> if you want to bypass IAM authentication to create a public endpoint. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/urls-auth.html\">Security and auth model for Lambda function URLs</a>.</p>"
+        },
+        "Cors":{
+          "shape":"Cors",
+          "documentation":"<p>The <a href=\"https://developer.mozilla.org/en-US/docs/Web/HTTP/CORS\">cross-origin resource sharing (CORS)</a> settings for your function URL.</p>"
+        },
+        "InvokeMode":{
+          "shape":"InvokeMode",
+          "documentation":"<p>Use one of the following options:</p> <ul> <li> <p> <code>BUFFERED</code> – This is the default option. Lambda invokes your function using the <code>Invoke</code> API operation. Invocation results are available when the payload is complete. The maximum payload size is 6 MB.</p> </li> <li> <p> <code>RESPONSE_STREAM</code> – Your function streams payload results as they become available. Lambda invokes your function using the <code>InvokeWithResponseStream</code> API operation. The maximum response payload size is 20 MB, however, you can <a href=\"https://docs.aws.amazon.com/servicequotas/latest/userguide/request-quota-increase.html\">request a quota increase</a>.</p> </li> </ul>"
+        }
+      }
+    },
+    "CreateFunctionUrlConfigResponse":{
+      "type":"structure",
+      "required":[
+        "FunctionUrl",
+        "FunctionArn",
+        "AuthType",
+        "CreationTime"
+      ],
+      "members":{
+        "FunctionUrl":{
+          "shape":"FunctionUrl",
+          "documentation":"<p>The HTTP URL endpoint for your function.</p>"
+        },
+        "FunctionArn":{
+          "shape":"FunctionArn",
+          "documentation":"<p>The Amazon Resource Name (ARN) of your function.</p>"
+        },
+        "AuthType":{
+          "shape":"FunctionUrlAuthType",
+          "documentation":"<p>The type of authentication that your function URL uses. Set to <code>AWS_IAM</code> if you want to restrict access to authenticated users only. Set to <code>NONE</code> if you want to bypass IAM authentication to create a public endpoint. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/urls-auth.html\">Security and auth model for Lambda function URLs</a>.</p>"
+        },
+        "Cors":{
+          "shape":"Cors",
+          "documentation":"<p>The <a href=\"https://developer.mozilla.org/en-US/docs/Web/HTTP/CORS\">cross-origin resource sharing (CORS)</a> settings for your function URL.</p>"
+        },
+        "CreationTime":{
+          "shape":"Timestamp",
+          "documentation":"<p>When the function URL was created, in <a href=\"https://www.w3.org/TR/NOTE-datetime\">ISO-8601 format</a> (YYYY-MM-DDThh:mm:ss.sTZD).</p>"
+        },
+        "InvokeMode":{
+          "shape":"InvokeMode",
+          "documentation":"<p>Use one of the following options:</p> <ul> <li> <p> <code>BUFFERED</code> – This is the default option. Lambda invokes your function using the <code>Invoke</code> API operation. Invocation results are available when the payload is complete. The maximum payload size is 6 MB.</p> </li> <li> <p> <code>RESPONSE_STREAM</code> – Your function streams payload results as they become available. Lambda invokes your function using the <code>InvokeWithResponseStream</code> API operation. The maximum response payload size is 20 MB, however, you can <a href=\"https://docs.aws.amazon.com/servicequotas/latest/userguide/request-quota-increase.html\">request a quota increase</a>.</p> </li> </ul>"
+        }
+      }
+    },
+    "DatabaseName":{
+      "type":"string",
+      "max":63,
+      "min":1,
+      "pattern":"[^ /\\.$\\x22]*"
+    },
+    "Date":{"type":"timestamp"},
+    "DeadLetterConfig":{
+      "type":"structure",
+      "members":{
+        "TargetArn":{
+          "shape":"ResourceArn",
+          "documentation":"<p>The Amazon Resource Name (ARN) of an Amazon SQS queue or Amazon SNS topic.</p>"
+        }
+      },
+      "documentation":"<p>The <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/invocation-async-retain-records.html#invocation-dlq\">dead-letter queue</a> for failed asynchronous invocations.</p>"
+    },
+    "DeleteAliasRequest":{
+      "type":"structure",
+      "required":[
+        "FunctionName",
+        "Name"
+      ],
+      "members":{
+        "FunctionName":{
+          "shape":"FunctionName",
+          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> - <code>MyFunction</code>.</p> </li> <li> <p> <b>Function ARN</b> - <code>arn:aws:lambda:us-west-2:123456789012:function:MyFunction</code>.</p> </li> <li> <p> <b>Partial ARN</b> - <code>123456789012:function:MyFunction</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
+          "location":"uri",
+          "locationName":"FunctionName"
+        },
+        "Name":{
+          "shape":"Alias",
+          "documentation":"<p>The name of the alias.</p>",
+          "location":"uri",
+          "locationName":"Name"
+        }
+      }
+    },
+    "DeleteCapacityProviderRequest":{
+      "type":"structure",
+      "required":["CapacityProviderName"],
+      "members":{
+        "CapacityProviderName":{
+          "shape":"CapacityProviderName",
+          "location":"uri",
+          "locationName":"CapacityProviderName"
+        }
+      }
+    },
+    "DeleteCapacityProviderResponse":{
+      "type":"structure",
+      "required":["CapacityProvider"],
+      "members":{
+        "CapacityProvider":{"shape":"CapacityProvider"}
+      }
+    },
+    "DeleteCodeSigningConfigRequest":{
+      "type":"structure",
+      "required":["CodeSigningConfigArn"],
+      "members":{
+        "CodeSigningConfigArn":{
+          "shape":"CodeSigningConfigArn",
+          "documentation":"<p>The The Amazon Resource Name (ARN) of the code signing configuration.</p>",
+          "location":"uri",
+          "locationName":"CodeSigningConfigArn"
+        }
+      }
+    },
+    "DeleteCodeSigningConfigResponse":{
+      "type":"structure",
+      "members":{}
+    },
+    "DeleteEventSourceMappingRequest":{
+      "type":"structure",
+      "required":["UUID"],
+      "members":{
+        "UUID":{
+          "shape":"String",
+          "documentation":"<p>The identifier of the event source mapping.</p>",
+          "location":"uri",
+          "locationName":"UUID"
+        }
+      }
+    },
+    "DeleteFunctionCodeSigningConfigRequest":{
+      "type":"structure",
+      "required":["FunctionName"],
+      "members":{
+        "FunctionName":{
+          "shape":"NamespacedFunctionName",
+          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> - <code>MyFunction</code>.</p> </li> <li> <p> <b>Function ARN</b> - <code>arn:aws:lambda:us-west-2:123456789012:function:MyFunction</code>.</p> </li> <li> <p> <b>Partial ARN</b> - <code>123456789012:function:MyFunction</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
+          "location":"uri",
+          "locationName":"FunctionName"
+        }
+      }
+    },
+    "DeleteFunctionConcurrencyRequest":{
+      "type":"structure",
+      "required":["FunctionName"],
+      "members":{
+        "FunctionName":{
+          "shape":"FunctionName",
+          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> – <code>my-function</code>.</p> </li> <li> <p> <b>Function ARN</b> – <code>arn:aws:lambda:us-west-2:123456789012:function:my-function</code>.</p> </li> <li> <p> <b>Partial ARN</b> – <code>123456789012:function:my-function</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
+          "location":"uri",
+          "locationName":"FunctionName"
+        }
+      }
+    },
+    "DeleteFunctionEventInvokeConfigRequest":{
+      "type":"structure",
+      "required":["FunctionName"],
+      "members":{
+        "FunctionName":{
+          "shape":"NamespacedFunctionName",
+          "documentation":"<p>The name or ARN of the Lambda function, version, or alias.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> - <code>my-function</code> (name-only), <code>my-function:v1</code> (with alias).</p> </li> <li> <p> <b>Function ARN</b> - <code>arn:aws:lambda:us-west-2:123456789012:function:my-function</code>.</p> </li> <li> <p> <b>Partial ARN</b> - <code>123456789012:function:my-function</code>.</p> </li> </ul> <p>You can append a version number or alias to any of the formats. The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
+          "location":"uri",
+          "locationName":"FunctionName"
+        },
+        "Qualifier":{
+          "shape":"NumericLatestPublishedOrAliasQualifier",
+          "documentation":"<p>A version number or alias name.</p>",
+          "location":"querystring",
+          "locationName":"Qualifier"
+        }
+      }
+    },
+    "DeleteFunctionRequest":{
+      "type":"structure",
+      "required":["FunctionName"],
+      "members":{
+        "FunctionName":{
+          "shape":"NamespacedFunctionName",
+          "documentation":"<p>The name or ARN of the Lambda function or version.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> – <code>my-function</code> (name-only), <code>my-function:1</code> (with version).</p> </li> <li> <p> <b>Function ARN</b> – <code>arn:aws:lambda:us-west-2:123456789012:function:my-function</code>.</p> </li> <li> <p> <b>Partial ARN</b> – <code>123456789012:function:my-function</code>.</p> </li> </ul> <p>You can append a version number or alias to any of the formats. The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
+          "location":"uri",
+          "locationName":"FunctionName"
+        },
+        "Qualifier":{
+          "shape":"NumericLatestPublishedOrAliasQualifier",
+          "documentation":"<p>Specify a version to delete. You can't delete a version that an alias references.</p>",
+          "location":"querystring",
+          "locationName":"Qualifier"
+        }
+      }
+    },
+    "DeleteFunctionResponse":{
+      "type":"structure",
+      "members":{
+        "StatusCode":{
+          "shape":"Integer",
+          "location":"statusCode"
+        }
+      }
+    },
+    "DeleteFunctionUrlConfigRequest":{
+      "type":"structure",
+      "required":["FunctionName"],
+      "members":{
+        "FunctionName":{
+          "shape":"FunctionName",
+          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> – <code>my-function</code>.</p> </li> <li> <p> <b>Function ARN</b> – <code>arn:aws:lambda:us-west-2:123456789012:function:my-function</code>.</p> </li> <li> <p> <b>Partial ARN</b> – <code>123456789012:function:my-function</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
+          "location":"uri",
+          "locationName":"FunctionName"
+        },
+        "Qualifier":{
+          "shape":"FunctionUrlQualifier",
+          "documentation":"<p>The alias name.</p>",
+          "location":"querystring",
+          "locationName":"Qualifier"
+        }
+      }
+    },
+    "DeleteLayerVersionRequest":{
+      "type":"structure",
+      "required":[
+        "LayerName",
+        "VersionNumber"
+      ],
+      "members":{
+        "LayerName":{
+          "shape":"LayerName",
+          "documentation":"<p>The name or Amazon Resource Name (ARN) of the layer.</p>",
+          "location":"uri",
+          "locationName":"LayerName"
+        },
+        "VersionNumber":{
+          "shape":"LayerVersionNumber",
+          "documentation":"<p>The version number.</p>",
+          "location":"uri",
+          "locationName":"VersionNumber"
+        }
+      }
+    },
+    "DeleteProvisionedConcurrencyConfigRequest":{
+      "type":"structure",
+      "required":[
+        "FunctionName",
+        "Qualifier"
+      ],
+      "members":{
+        "FunctionName":{
+          "shape":"FunctionName",
+          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> – <code>my-function</code>.</p> </li> <li> <p> <b>Function ARN</b> – <code>arn:aws:lambda:us-west-2:123456789012:function:my-function</code>.</p> </li> <li> <p> <b>Partial ARN</b> – <code>123456789012:function:my-function</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
+          "location":"uri",
+          "locationName":"FunctionName"
+        },
+        "Qualifier":{
+          "shape":"Qualifier",
+          "documentation":"<p>The version number or alias name.</p>",
+          "location":"querystring",
+          "locationName":"Qualifier"
+        }
+      }
+    },
+    "Description":{
+      "type":"string",
+      "max":256,
+      "min":0
+    },
+    "DestinationArn":{
+      "type":"string",
+      "max":350,
+      "min":0,
+      "pattern":"$|arn:(aws[a-zA-Z0-9-]*):([a-zA-Z0-9\\-])+:((eusc-)?[a-z]{2}(-gov)?-[a-z]+-\\d{1})?:(\\d{12})?:(.*)"
+    },
+    "DestinationConfig":{
+      "type":"structure",
+      "members":{
+        "OnSuccess":{
+          "shape":"OnSuccess",
+          "documentation":"<p>The destination configuration for successful invocations. Not supported in <code>CreateEventSourceMapping</code> or <code>UpdateEventSourceMapping</code>.</p>"
+        },
+        "OnFailure":{
+          "shape":"OnFailure",
+          "documentation":"<p>The destination configuration for failed invocations.</p>"
+        }
+      },
+      "documentation":"<p>A configuration object that specifies the destination of an event after Lambda processes it. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/invocation-async-retain-records.html#invocation-async-destinations\">Adding a destination</a>.</p>"
+    },
+    "DocumentDBEventSourceConfig":{
+      "type":"structure",
+      "members":{
+        "DatabaseName":{
+          "shape":"DatabaseName",
+          "documentation":"<p> The name of the database to consume within the DocumentDB cluster. </p>"
+        },
+        "CollectionName":{
+          "shape":"CollectionName",
+          "documentation":"<p> The name of the collection to consume within the database. If you do not specify a collection, Lambda consumes all collections. </p>"
+        },
+        "FullDocument":{
+          "shape":"FullDocument",
+          "documentation":"<p> Determines what DocumentDB sends to your event stream during document update operations. If set to UpdateLookup, DocumentDB sends a delta describing the changes, along with a copy of the entire document. Otherwise, DocumentDB sends only a partial document that contains the changes. </p>"
+        }
+      },
+      "documentation":"<p> Specific configuration settings for a DocumentDB event source. </p>"
+    },
+    "EC2AccessDeniedException":{
+      "type":"structure",
+      "members":{
+        "Type":{"shape":"String"},
+        "Message":{"shape":"String"}
+      },
+      "documentation":"<p>Need additional permissions to configure VPC settings.</p>",
+      "error":{"httpStatusCode":502},
+      "exception":true,
+      "fault":true
+    },
+    "EC2ThrottledException":{
+      "type":"structure",
+      "members":{
+        "Type":{"shape":"String"},
+        "Message":{"shape":"String"}
+      },
+      "documentation":"<p>Amazon EC2 throttled Lambda during Lambda function initialization using the execution role provided for the function.</p>",
+      "error":{"httpStatusCode":502},
+      "exception":true,
+      "fault":true
+    },
+    "EC2UnexpectedException":{
+      "type":"structure",
+      "members":{
+        "Type":{"shape":"String"},
+        "Message":{"shape":"String"},
+        "EC2ErrorCode":{"shape":"String"}
+      },
+      "documentation":"<p>Lambda received an unexpected Amazon EC2 client exception while setting up for the Lambda function.</p>",
+      "error":{"httpStatusCode":502},
+      "exception":true,
+      "fault":true
+    },
+    "EFSIOException":{
+      "type":"structure",
+      "members":{
+        "Type":{"shape":"String"},
+        "Message":{"shape":"String"}
+      },
+      "documentation":"<p>An error occurred when reading from or writing to a connected file system.</p>",
+      "error":{
+        "httpStatusCode":410,
+        "senderFault":true
+      },
+      "exception":true
+    },
+    "EFSMountConnectivityException":{
+      "type":"structure",
+      "members":{
+        "Type":{"shape":"String"},
+        "Message":{"shape":"String"}
+      },
+      "documentation":"<p>The Lambda function couldn't make a network connection to the configured file system.</p>",
+      "error":{
+        "httpStatusCode":408,
+        "senderFault":true
+      },
+      "exception":true
+    },
+    "EFSMountFailureException":{
+      "type":"structure",
+      "members":{
+        "Type":{"shape":"String"},
+        "Message":{"shape":"String"}
+      },
+      "documentation":"<p>The Lambda function couldn't mount the configured file system due to a permission or configuration issue.</p>",
+      "error":{
+        "httpStatusCode":403,
+        "senderFault":true
+      },
+      "exception":true
+    },
+    "EFSMountTimeoutException":{
+      "type":"structure",
+      "members":{
+        "Type":{"shape":"String"},
+        "Message":{"shape":"String"}
+      },
+      "documentation":"<p>The Lambda function made a network connection to the configured file system, but the mount operation timed out.</p>",
+      "error":{
+        "httpStatusCode":408,
+        "senderFault":true
+      },
+      "exception":true
+    },
+    "ENILimitReachedException":{
+      "type":"structure",
+      "members":{
+        "Type":{"shape":"String"},
+        "Message":{"shape":"String"}
+      },
+      "documentation":"<p>Lambda couldn't create an elastic network interface in the VPC, specified as part of Lambda function configuration, because the limit for network interfaces has been reached. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/gettingstarted-limits.html\">Lambda quotas</a>.</p>",
+      "error":{"httpStatusCode":502},
+      "exception":true,
+      "fault":true
+    },
+    "Enabled":{
+      "type":"boolean",
+      "box":true
+    },
+    "EndPointType":{
+      "type":"string",
+      "enum":["KAFKA_BOOTSTRAP_SERVERS"]
+    },
+    "Endpoint":{
+      "type":"string",
+      "max":300,
+      "min":1,
+      "pattern":"(([a-zA-Z0-9]|[a-zA-Z0-9][a-zA-Z0-9\\-]*[a-zA-Z0-9])\\.)*([A-Za-z0-9]|[A-Za-z0-9][A-Za-z0-9\\-]*[A-Za-z0-9]):[0-9]{1,5}"
+    },
+    "EndpointLists":{
+      "type":"list",
+      "member":{"shape":"Endpoint"},
+      "max":10,
+      "min":1
+    },
+    "Endpoints":{
+      "type":"map",
+      "key":{"shape":"EndPointType"},
+      "value":{"shape":"EndpointLists"},
+      "max":2,
+      "min":1
+    },
+    "Environment":{
+      "type":"structure",
+      "members":{
+        "Variables":{
+          "shape":"EnvironmentVariables",
+          "documentation":"<p>Environment variable key-value pairs. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-envvars.html\">Using Lambda environment variables</a>.</p>"
+        }
+      },
+      "documentation":"<p>A function's environment variable settings. You can use environment variables to adjust your function's behavior without updating code. An environment variable is a pair of strings that are stored in a function's version-specific configuration.</p>"
+    },
+    "EnvironmentError":{
+      "type":"structure",
+      "members":{
+        "ErrorCode":{
+          "shape":"String",
+          "documentation":"<p>The error code.</p>"
+        },
+        "Message":{
+          "shape":"SensitiveString",
+          "documentation":"<p>The error message.</p>"
+        }
+      },
+      "documentation":"<p>Error messages for environment variables that couldn't be applied.</p>"
+    },
+    "EnvironmentResponse":{
+      "type":"structure",
+      "members":{
+        "Variables":{
+          "shape":"EnvironmentVariables",
+          "documentation":"<p>Environment variable key-value pairs. Omitted from CloudTrail logs.</p>"
+        },
+        "Error":{
+          "shape":"EnvironmentError",
+          "documentation":"<p>Error messages for environment variables that couldn't be applied.</p>"
+        }
+      },
+      "documentation":"<p>The results of an operation to update or read environment variables. If the operation succeeds, the response contains the environment variables. If it fails, the response contains details about the error.</p>"
+    },
+    "EnvironmentVariableName":{
+      "type":"string",
+      "pattern":"[a-zA-Z]([a-zA-Z0-9_])+",
+      "sensitive":true
+    },
+    "EnvironmentVariableValue":{
+      "type":"string",
+      "sensitive":true
+    },
+    "EnvironmentVariables":{
+      "type":"map",
+      "key":{"shape":"EnvironmentVariableName"},
+      "value":{"shape":"EnvironmentVariableValue"},
+      "sensitive":true
+    },
+    "EphemeralStorage":{
+      "type":"structure",
+      "required":["Size"],
+      "members":{
+        "Size":{
+          "shape":"EphemeralStorageSize",
+          "documentation":"<p>The size of the function's <code>/tmp</code> directory.</p>"
+        }
+      },
+      "documentation":"<p>The size of the function's <code>/tmp</code> directory in MB. The default value is 512, but can be any whole number between 512 and 10,240 MB. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-function-common.html#configuration-ephemeral-storage\">Configuring ephemeral storage (console)</a>.</p>"
+    },
+    "EphemeralStorageSize":{
+      "type":"integer",
+      "box":true,
+      "max":10240,
+      "min":512
+    },
+    "EventSourceMappingArn":{
+      "type":"string",
+      "max":120,
+      "min":85,
+      "pattern":"arn:(aws[a-zA-Z-]*)?:lambda:(eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:\\d{12}:event-source-mapping:[0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{12}"
+    },
+    "EventSourceMappingConfiguration":{
+      "type":"structure",
+      "members":{
+        "UUID":{
+          "shape":"String",
+          "documentation":"<p>The identifier of the event source mapping.</p>"
+        },
+        "StartingPosition":{
+          "shape":"EventSourcePosition",
+          "documentation":"<p>The position in a stream from which to start reading. Required for Amazon Kinesis and Amazon DynamoDB Stream event sources. <code>AT_TIMESTAMP</code> is supported only for Amazon Kinesis streams, Amazon DocumentDB, Amazon MSK, and self-managed Apache Kafka.</p>"
+        },
+        "StartingPositionTimestamp":{
+          "shape":"Date",
+          "documentation":"<p>With <code>StartingPosition</code> set to <code>AT_TIMESTAMP</code>, the time from which to start reading. <code>StartingPositionTimestamp</code> cannot be in the future.</p>"
+        },
+        "BatchSize":{
+          "shape":"BatchSize",
+          "documentation":"<p>The maximum number of records in each batch that Lambda pulls from your stream or queue and sends to your function. Lambda passes all of the records in the batch to the function in a single call, up to the payload limit for synchronous invocation (6 MB).</p> <p>Default value: Varies by service. For Amazon SQS, the default is 10. For all other services, the default is 100.</p> <p>Related setting: When you set <code>BatchSize</code> to a value greater than 10, you must set <code>MaximumBatchingWindowInSeconds</code> to at least 1.</p>"
+        },
+        "MaximumBatchingWindowInSeconds":{
+          "shape":"MaximumBatchingWindowInSeconds",
+          "documentation":"<p>The maximum amount of time, in seconds, that Lambda spends gathering records before invoking the function. You can configure <code>MaximumBatchingWindowInSeconds</code> to any value from 0 seconds to 300 seconds in increments of seconds.</p> <p>For streams and Amazon SQS event sources, the default batching window is 0 seconds. For Amazon MSK, Self-managed Apache Kafka, Amazon MQ, and DocumentDB event sources, the default batching window is 500 ms. Note that because you can only change <code>MaximumBatchingWindowInSeconds</code> in increments of seconds, you cannot revert back to the 500 ms default batching window after you have changed it. To restore the default batching window, you must create a new event source mapping.</p> <p>Related setting: For streams and Amazon SQS event sources, when you set <code>BatchSize</code> to a value greater than 10, you must set <code>MaximumBatchingWindowInSeconds</code> to at least 1.</p>"
+        },
+        "ParallelizationFactor":{
+          "shape":"ParallelizationFactor",
+          "documentation":"<p>(Kinesis and DynamoDB Streams only) The number of batches to process concurrently from each shard. The default value is 1.</p>"
+        },
+        "EventSourceArn":{
+          "shape":"Arn",
+          "documentation":"<p>The Amazon Resource Name (ARN) of the event source.</p>"
+        },
+        "FilterCriteria":{
+          "shape":"FilterCriteria",
+          "documentation":"<p>An object that defines the filter criteria that determine whether Lambda should process an event. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/invocation-eventfiltering.html\">Lambda event filtering</a>.</p> <p>If filter criteria is encrypted, this field shows up as <code>null</code> in the response of ListEventSourceMapping API calls. You can view this field in plaintext in the response of GetEventSourceMapping and DeleteEventSourceMapping calls if you have <code>kms:Decrypt</code> permissions for the correct KMS key.</p>"
+        },
+        "FunctionArn":{
+          "shape":"FunctionArn",
+          "documentation":"<p>The ARN of the Lambda function.</p>"
+        },
+        "LastModified":{
+          "shape":"Date",
+          "documentation":"<p>The date that the event source mapping was last updated or that its state changed.</p>"
+        },
+        "LastProcessingResult":{
+          "shape":"String",
+          "documentation":"<p>The result of the event source mapping's last processing attempt.</p>"
+        },
+        "State":{
+          "shape":"String",
+          "documentation":"<p>The state of the event source mapping. It can be one of the following: <code>Creating</code>, <code>Enabling</code>, <code>Enabled</code>, <code>Disabling</code>, <code>Disabled</code>, <code>Updating</code>, or <code>Deleting</code>.</p>"
+        },
+        "StateTransitionReason":{
+          "shape":"String",
+          "documentation":"<p>Indicates whether a user or Lambda made the last change to the event source mapping.</p>"
+        },
+        "DestinationConfig":{
+          "shape":"DestinationConfig",
+          "documentation":"<p>(Kinesis, DynamoDB Streams, Amazon MSK, and self-managed Apache Kafka event sources only) A configuration object that specifies the destination of an event after Lambda processes it.</p>"
+        },
+        "Topics":{
+          "shape":"Topics",
+          "documentation":"<p>The name of the Kafka topic.</p>"
+        },
+        "Queues":{
+          "shape":"Queues",
+          "documentation":"<p> (Amazon MQ) The name of the Amazon MQ broker destination queue to consume.</p>"
+        },
+        "SourceAccessConfigurations":{
+          "shape":"SourceAccessConfigurations",
+          "documentation":"<p>An array of the authentication protocol, VPC components, or virtual host to secure and define your event source.</p>"
+        },
+        "SelfManagedEventSource":{
+          "shape":"SelfManagedEventSource",
+          "documentation":"<p>The self-managed Apache Kafka cluster for your event source.</p>"
+        },
+        "MaximumRecordAgeInSeconds":{
+          "shape":"MaximumRecordAgeInSeconds",
+          "documentation":"<p>(Kinesis and DynamoDB Streams only) Discard records older than the specified age. The default value is -1, which sets the maximum age to infinite. When the value is set to infinite, Lambda never discards old records.</p> <note> <p>The minimum valid value for maximum record age is 60s. Although values less than 60 and greater than -1 fall within the parameter's absolute range, they are not allowed</p> </note>"
+        },
+        "BisectBatchOnFunctionError":{
+          "shape":"BisectBatchOnFunctionError",
+          "documentation":"<p>(Kinesis and DynamoDB Streams only) If the function returns an error, split the batch in two and retry. The default value is false.</p>"
+        },
+        "MaximumRetryAttempts":{
+          "shape":"MaximumRetryAttemptsEventSourceMapping",
+          "documentation":"<p>(Kinesis and DynamoDB Streams only) Discard records after the specified number of retries. The default value is -1, which sets the maximum number of retries to infinite. When MaximumRetryAttempts is infinite, Lambda retries failed records until the record expires in the event source.</p>"
+        },
+        "TumblingWindowInSeconds":{
+          "shape":"TumblingWindowInSeconds",
+          "documentation":"<p>(Kinesis and DynamoDB Streams only) The duration in seconds of a processing window for DynamoDB and Kinesis Streams event sources. A value of 0 seconds indicates no tumbling window.</p>"
+        },
+        "FunctionResponseTypes":{
+          "shape":"FunctionResponseTypeList",
+          "documentation":"<p>(Kinesis, DynamoDB Streams, and Amazon SQS) A list of current response type enums applied to the event source mapping.</p>"
+        },
+        "AmazonManagedKafkaEventSourceConfig":{
+          "shape":"AmazonManagedKafkaEventSourceConfig",
+          "documentation":"<p>Specific configuration settings for an Amazon Managed Streaming for Apache Kafka (Amazon MSK) event source.</p>"
+        },
+        "SelfManagedKafkaEventSourceConfig":{
+          "shape":"SelfManagedKafkaEventSourceConfig",
+          "documentation":"<p>Specific configuration settings for a self-managed Apache Kafka event source.</p>"
+        },
+        "ScalingConfig":{
+          "shape":"ScalingConfig",
+          "documentation":"<p>(Amazon SQS only) The scaling configuration for the event source. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-sqs.html#events-sqs-max-concurrency\">Configuring maximum concurrency for Amazon SQS event sources</a>.</p>"
+        },
+        "DocumentDBEventSourceConfig":{
+          "shape":"DocumentDBEventSourceConfig",
+          "documentation":"<p>Specific configuration settings for a DocumentDB event source.</p>"
+        },
+        "KMSKeyArn":{
+          "shape":"KMSKeyArn",
+          "documentation":"<p> The ARN of the Key Management Service (KMS) customer managed key that Lambda uses to encrypt your function's <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/invocation-eventfiltering.html#filtering-basics\">filter criteria</a>.</p>"
+        },
+        "FilterCriteriaError":{
+          "shape":"FilterCriteriaError",
+          "documentation":"<p>An object that contains details about an error related to filter criteria encryption.</p>"
+        },
+        "EventSourceMappingArn":{
+          "shape":"EventSourceMappingArn",
+          "documentation":"<p>The Amazon Resource Name (ARN) of the event source mapping.</p>"
+        },
+        "MetricsConfig":{
+          "shape":"EventSourceMappingMetricsConfig",
+          "documentation":"<p>The metrics configuration for your event source. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/monitoring-metrics-types.html#event-source-mapping-metrics\">Event source mapping metrics</a>.</p>"
+        },
+        "ProvisionedPollerConfig":{
+          "shape":"ProvisionedPollerConfig",
+          "documentation":"<p>(Amazon MSK and self-managed Apache Kafka only) The provisioned mode configuration for the event source. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/invocation-eventsourcemapping.html#invocation-eventsourcemapping-provisioned-mode\">provisioned mode</a>.</p>"
+        }
+      },
+      "documentation":"<p>A mapping between an Amazon Web Services resource and a Lambda function. For details, see <a>CreateEventSourceMapping</a>.</p>"
+    },
+    "EventSourceMappingMetric":{
+      "type":"string",
+      "enum":["EventCount"]
+    },
+    "EventSourceMappingMetricList":{
+      "type":"list",
+      "member":{"shape":"EventSourceMappingMetric"},
+      "max":1,
+      "min":0
+    },
+    "EventSourceMappingMetricsConfig":{
+      "type":"structure",
+      "members":{
+        "Metrics":{
+          "shape":"EventSourceMappingMetricList",
+          "documentation":"<p> The metrics you want your event source mapping to produce. Include <code>EventCount</code> to receive event source mapping metrics related to the number of events processed by your event source mapping. For more information about these metrics, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/monitoring-metrics-types.html#event-source-mapping-metrics\"> Event source mapping metrics</a>. </p>"
+        }
+      },
+      "documentation":"<p>The metrics configuration for your event source. Use this configuration object to define which metrics you want your event source mapping to produce.</p>"
+    },
+    "EventSourceMappingsList":{
+      "type":"list",
+      "member":{"shape":"EventSourceMappingConfiguration"}
+    },
+    "EventSourcePosition":{
+      "type":"string",
+      "enum":[
+        "TRIM_HORIZON",
+        "LATEST",
+        "AT_TIMESTAMP"
+      ]
+    },
+    "EventSourceToken":{
+      "type":"string",
+      "max":256,
+      "min":0,
+      "pattern":"[a-zA-Z0-9._\\-]+"
+    },
+    "ExecutionEnvironmentMemoryGiBPerVCpu":{
+      "type":"double",
+      "box":true,
+      "max":8.0,
+      "min":2.0
+    },
+    "FileSystemArn":{
+      "type":"string",
+      "max":200,
+      "min":0,
+      "pattern":"arn:aws[a-zA-Z-]*:elasticfilesystem:(eusc-)?[a-z]{2}((-gov)|(-iso(b?)))?-[a-z]+-\\d{1}:\\d{12}:access-point/fsap-[a-f0-9]{17}"
+    },
+    "FileSystemConfig":{
+      "type":"structure",
+      "required":[
+        "Arn",
+        "LocalMountPath"
+      ],
+      "members":{
+        "Arn":{
+          "shape":"FileSystemArn",
+          "documentation":"<p>The Amazon Resource Name (ARN) of the Amazon EFS access point that provides access to the file system.</p>"
+        },
+        "LocalMountPath":{
+          "shape":"LocalMountPath",
+          "documentation":"<p>The path where the function can access the file system, starting with <code>/mnt/</code>.</p>"
+        }
+      },
+      "documentation":"<p>Details about the connection between a Lambda function and an <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-filesystem.html\">Amazon EFS file system</a>.</p>"
+    },
+    "FileSystemConfigList":{
+      "type":"list",
+      "member":{"shape":"FileSystemConfig"},
+      "max":1,
+      "min":0
+    },
+    "Filter":{
+      "type":"structure",
+      "members":{
+        "Pattern":{
+          "shape":"Pattern",
+          "documentation":"<p> A filter pattern. For more information on the syntax of a filter pattern, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/invocation-eventfiltering.html#filtering-syntax\"> Filter rule syntax</a>. </p>"
+        }
+      },
+      "documentation":"<p> A structure within a <code>FilterCriteria</code> object that defines an event filtering pattern. </p>"
+    },
+    "FilterCriteria":{
+      "type":"structure",
+      "members":{
+        "Filters":{
+          "shape":"FilterList",
+          "documentation":"<p> A list of filters. </p>"
+        }
+      },
+      "documentation":"<p> An object that contains the filters for an event source. </p>"
+    },
+    "FilterCriteriaError":{
+      "type":"structure",
+      "members":{
+        "ErrorCode":{
+          "shape":"FilterCriteriaErrorCode",
+          "documentation":"<p>The KMS exception that resulted from filter criteria encryption or decryption.</p>"
+        },
+        "Message":{
+          "shape":"FilterCriteriaErrorMessage",
+          "documentation":"<p>The error message.</p>"
+        }
+      },
+      "documentation":"<p>An object that contains details about an error related to filter criteria encryption.</p>"
+    },
+    "FilterCriteriaErrorCode":{
+      "type":"string",
+      "max":50,
+      "min":10,
+      "pattern":"[A-Za-z]+Exception"
+    },
+    "FilterCriteriaErrorMessage":{
+      "type":"string",
+      "max":2048,
+      "min":10,
+      "pattern":".*"
+    },
+    "FilterList":{
+      "type":"list",
+      "member":{"shape":"Filter"}
+    },
+    "FullDocument":{
+      "type":"string",
+      "enum":[
+        "UpdateLookup",
+        "Default"
+      ]
+    },
+    "FunctionArn":{
+      "type":"string",
+      "max":10000,
+      "min":0,
+      "pattern":"arn:(aws[a-zA-Z-]*)?:lambda:(eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:\\d{12}:function:[a-zA-Z0-9-_]+(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
+    },
+    "FunctionArnList":{
+      "type":"list",
+      "member":{"shape":"FunctionArn"}
+    },
+    "FunctionCode":{
+      "type":"structure",
+      "members":{
+        "ZipFile":{
+          "shape":"Blob",
+          "documentation":"<p>The base64-encoded contents of the deployment package. Amazon Web Services SDK and CLI clients handle the encoding for you.</p>"
+        },
+        "S3Bucket":{
+          "shape":"S3Bucket",
+          "documentation":"<p>An Amazon S3 bucket in the same Amazon Web Services Region as your function. The bucket can be in a different Amazon Web Services account.</p>"
+        },
+        "S3Key":{
+          "shape":"S3Key",
+          "documentation":"<p>The Amazon S3 key of the deployment package.</p>"
+        },
+        "S3ObjectVersion":{
+          "shape":"S3ObjectVersion",
+          "documentation":"<p>For versioned objects, the version of the deployment package object to use.</p>"
+        },
+        "ImageUri":{
+          "shape":"String",
+          "documentation":"<p>URI of a <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/lambda-images.html\">container image</a> in the Amazon ECR registry.</p>"
+        },
+        "SourceKMSKeyArn":{
+          "shape":"KMSKeyArn",
+          "documentation":"<p>The ARN of the Key Management Service (KMS) customer managed key that's used to encrypt your function's .zip deployment package. If you don't provide a customer managed key, Lambda uses an <a href=\"https://docs.aws.amazon.com/kms/latest/developerguide/concepts.html#aws-owned-cmk\">Amazon Web Services owned key</a>.</p>"
+        }
+      },
+      "documentation":"<p>The code for the Lambda function. You can either specify an object in Amazon S3, upload a .zip file archive deployment package directly, or specify the URI of a container image.</p>"
+    },
+    "FunctionCodeLocation":{
+      "type":"structure",
+      "members":{
+        "RepositoryType":{
+          "shape":"String",
+          "documentation":"<p>The service that's hosting the file.</p>"
+        },
+        "Location":{
+          "shape":"String",
+          "documentation":"<p>A presigned URL that you can use to download the deployment package.</p>"
+        },
+        "ImageUri":{
+          "shape":"String",
+          "documentation":"<p>URI of a container image in the Amazon ECR registry.</p>"
+        },
+        "ResolvedImageUri":{
+          "shape":"String",
+          "documentation":"<p>The resolved URI for the image.</p>"
+        },
+        "SourceKMSKeyArn":{
+          "shape":"String",
+          "documentation":"<p>The ARN of the Key Management Service (KMS) customer managed key that's used to encrypt your function's .zip deployment package. If you don't provide a customer managed key, Lambda uses an <a href=\"https://docs.aws.amazon.com/kms/latest/developerguide/concepts.html#aws-owned-cmk\">Amazon Web Services owned key</a>.</p>"
+        }
+      },
+      "documentation":"<p>Details about a function's deployment package.</p>"
+    },
+    "FunctionConfiguration":{
+      "type":"structure",
+      "members":{
+        "FunctionName":{
+          "shape":"NamespacedFunctionName",
+          "documentation":"<p>The name of the function.</p>"
+        },
+        "FunctionArn":{
+          "shape":"NameSpacedFunctionArn",
+          "documentation":"<p>The function's Amazon Resource Name (ARN).</p>"
+        },
+        "Runtime":{
+          "shape":"Runtime",
+          "documentation":"<p>The identifier of the function's <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/lambda-runtimes.html\"> runtime</a>. Runtime is required if the deployment package is a .zip file archive. Specifying a runtime results in an error if you're deploying a function using a container image.</p> <p>The following list includes deprecated runtimes. Lambda blocks creating new functions and updating existing functions shortly after each runtime is deprecated. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/lambda-runtimes.html#runtime-deprecation-levels\">Runtime use after deprecation</a>.</p> <p>For a list of all currently supported runtimes, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/lambda-runtimes.html#runtimes-supported\">Supported runtimes</a>.</p>"
+        },
+        "Role":{
+          "shape":"RoleArn",
+          "documentation":"<p>The function's execution role.</p>"
+        },
+        "Handler":{
+          "shape":"Handler",
+          "documentation":"<p>The function that Lambda calls to begin running your function.</p>"
+        },
+        "CodeSize":{
+          "shape":"Long",
+          "documentation":"<p>The size of the function's deployment package, in bytes.</p>"
+        },
+        "Description":{
+          "shape":"Description",
+          "documentation":"<p>The function's description.</p>"
+        },
+        "Timeout":{
+          "shape":"Timeout",
+          "documentation":"<p>The amount of time in seconds that Lambda allows a function to run before stopping it.</p>"
+        },
+        "MemorySize":{
+          "shape":"MemorySize",
+          "documentation":"<p>The amount of memory available to the function at runtime.</p>"
+        },
+        "LastModified":{
+          "shape":"Timestamp",
+          "documentation":"<p>The date and time that the function was last updated, in <a href=\"https://www.w3.org/TR/NOTE-datetime\">ISO-8601 format</a> (YYYY-MM-DDThh:mm:ss.sTZD).</p>"
+        },
+        "CodeSha256":{
+          "shape":"String",
+          "documentation":"<p>The SHA256 hash of the function's deployment package.</p>"
+        },
+        "Version":{
+          "shape":"Version",
+          "documentation":"<p>The version of the Lambda function.</p>"
+        },
+        "VpcConfig":{
+          "shape":"VpcConfigResponse",
+          "documentation":"<p>The function's networking configuration.</p>"
+        },
+        "DeadLetterConfig":{
+          "shape":"DeadLetterConfig",
+          "documentation":"<p>The function's dead letter queue.</p>"
+        },
+        "Environment":{
+          "shape":"EnvironmentResponse",
+          "documentation":"<p>The function's <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-envvars.html\">environment variables</a>. Omitted from CloudTrail logs.</p>"
+        },
+        "KMSKeyArn":{
+          "shape":"KMSKeyArn",
+          "documentation":"<p>The ARN of the Key Management Service (KMS) customer managed key that's used to encrypt the following resources:</p> <ul> <li> <p>The function's <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-envvars.html#configuration-envvars-encryption\">environment variables</a>.</p> </li> <li> <p>The function's <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/snapstart-security.html\">Lambda SnapStart</a> snapshots.</p> </li> <li> <p>When used with <code>SourceKMSKeyArn</code>, the unzipped version of the .zip deployment package that's used for function invocations. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/encrypt-zip-package.html#enable-zip-custom-encryption\"> Specifying a customer managed key for Lambda</a>.</p> </li> <li> <p>The optimized version of the container image that's used for function invocations. Note that this is not the same key that's used to protect your container image in the Amazon Elastic Container Registry (Amazon ECR). For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/images-create.html#images-lifecycle\">Function lifecycle</a>.</p> </li> </ul> <p>If you don't provide a customer managed key, Lambda uses an <a href=\"https://docs.aws.amazon.com/kms/latest/developerguide/concepts.html#aws-owned-cmk\">Amazon Web Services owned key</a> or an <a href=\"https://docs.aws.amazon.com/kms/latest/developerguide/concepts.html#aws-managed-cmk\">Amazon Web Services managed key</a>.</p>"
+        },
+        "TracingConfig":{
+          "shape":"TracingConfigResponse",
+          "documentation":"<p>The function's X-Ray tracing configuration.</p>"
+        },
+        "MasterArn":{
+          "shape":"FunctionArn",
+          "documentation":"<p>For Lambda@Edge functions, the ARN of the main function.</p>"
+        },
+        "RevisionId":{
+          "shape":"String",
+          "documentation":"<p>The latest updated revision of the function or alias.</p>"
+        },
+        "Layers":{
+          "shape":"LayersReferenceList",
+          "documentation":"<p>The function's <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-layers.html\">layers</a>.</p>"
+        },
+        "State":{
+          "shape":"State",
+          "documentation":"<p>The current state of the function. When the state is <code>Inactive</code>, you can reactivate the function by invoking it.</p>"
+        },
+        "StateReason":{
+          "shape":"StateReason",
+          "documentation":"<p>The reason for the function's current state.</p>"
+        },
+        "StateReasonCode":{
+          "shape":"StateReasonCode",
+          "documentation":"<p>The reason code for the function's current state. When the code is <code>Creating</code>, you can't invoke or modify the function.</p>"
+        },
+        "LastUpdateStatus":{
+          "shape":"LastUpdateStatus",
+          "documentation":"<p>The status of the last update that was performed on the function. This is first set to <code>Successful</code> after function creation completes.</p>"
+        },
+        "LastUpdateStatusReason":{
+          "shape":"LastUpdateStatusReason",
+          "documentation":"<p>The reason for the last update that was performed on the function.</p>"
+        },
+        "LastUpdateStatusReasonCode":{
+          "shape":"LastUpdateStatusReasonCode",
+          "documentation":"<p>The reason code for the last update that was performed on the function.</p>"
+        },
+        "FileSystemConfigs":{
+          "shape":"FileSystemConfigList",
+          "documentation":"<p>Connection settings for an <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-filesystem.html\">Amazon EFS file system</a>.</p>"
+        },
+        "PackageType":{
+          "shape":"PackageType",
+          "documentation":"<p>The type of deployment package. Set to <code>Image</code> for container image and set <code>Zip</code> for .zip file archive.</p>"
+        },
+        "ImageConfigResponse":{
+          "shape":"ImageConfigResponse",
+          "documentation":"<p>The function's image configuration values.</p>"
+        },
+        "SigningProfileVersionArn":{
+          "shape":"Arn",
+          "documentation":"<p>The ARN of the signing profile version.</p>"
+        },
+        "SigningJobArn":{
+          "shape":"Arn",
+          "documentation":"<p>The ARN of the signing job.</p>"
+        },
+        "Architectures":{
+          "shape":"ArchitecturesList",
+          "documentation":"<p>The instruction set architecture that the function supports. Architecture is a string array with one of the valid values. The default architecture value is <code>x86_64</code>.</p>"
+        },
+        "EphemeralStorage":{
+          "shape":"EphemeralStorage",
+          "documentation":"<p>The size of the function's <code>/tmp</code> directory in MB. The default value is 512, but can be any whole number between 512 and 10,240 MB. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-function-common.html#configuration-ephemeral-storage\">Configuring ephemeral storage (console)</a>.</p>"
+        },
+        "SnapStart":{
+          "shape":"SnapStartResponse",
+          "documentation":"<p>Set <code>ApplyOn</code> to <code>PublishedVersions</code> to create a snapshot of the initialized execution environment when you publish a function version. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/snapstart.html\">Improving startup performance with Lambda SnapStart</a>.</p>"
+        },
+        "RuntimeVersionConfig":{
+          "shape":"RuntimeVersionConfig",
+          "documentation":"<p>The ARN of the runtime and any errors that occured.</p>"
+        },
+        "LoggingConfig":{
+          "shape":"LoggingConfig",
+          "documentation":"<p>The function's Amazon CloudWatch Logs configuration settings.</p>"
+        },
+        "CapacityProviderConfig":{"shape":"CapacityProviderConfig"},
+        "ConfigSha256":{"shape":"String"}
+      },
+      "documentation":"<p>Details about a function's configuration.</p>"
+    },
+    "FunctionEventInvokeConfig":{
+      "type":"structure",
+      "members":{
+        "LastModified":{
+          "shape":"Date",
+          "documentation":"<p>The date and time that the configuration was last updated.</p>"
+        },
+        "FunctionArn":{
+          "shape":"FunctionArn",
+          "documentation":"<p>The Amazon Resource Name (ARN) of the function.</p>"
+        },
+        "MaximumRetryAttempts":{
+          "shape":"MaximumRetryAttempts",
+          "documentation":"<p>The maximum number of times to retry when the function returns an error.</p>"
+        },
+        "MaximumEventAgeInSeconds":{
+          "shape":"MaximumEventAgeInSeconds",
+          "documentation":"<p>The maximum age of a request that Lambda sends to a function for processing.</p>"
+        },
+        "DestinationConfig":{
+          "shape":"DestinationConfig",
+          "documentation":"<p>A destination for events after they have been sent to a function for processing.</p> <p class=\"title\"> <b>Destinations</b> </p> <ul> <li> <p> <b>Function</b> - The Amazon Resource Name (ARN) of a Lambda function.</p> </li> <li> <p> <b>Queue</b> - The ARN of a standard SQS queue.</p> </li> <li> <p> <b>Bucket</b> - The ARN of an Amazon S3 bucket.</p> </li> <li> <p> <b>Topic</b> - The ARN of a standard SNS topic.</p> </li> <li> <p> <b>Event Bus</b> - The ARN of an Amazon EventBridge event bus.</p> </li> </ul> <note> <p>S3 buckets are supported only for on-failure destinations. To retain records of successful invocations, use another destination type.</p> </note>"
+        }
+      }
+    },
+    "FunctionEventInvokeConfigList":{
+      "type":"list",
+      "member":{"shape":"FunctionEventInvokeConfig"}
+    },
+    "FunctionList":{
+      "type":"list",
+      "member":{"shape":"FunctionConfiguration"}
+    },
+    "FunctionName":{
+      "type":"string",
+      "max":140,
+      "min":1,
+      "pattern":"(arn:(aws[a-zA-Z-]*)?:lambda:)?((eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
+    },
+    "FunctionResponseType":{
+      "type":"string",
+      "enum":["ReportBatchItemFailures"]
+    },
+    "FunctionResponseTypeList":{
+      "type":"list",
+      "member":{"shape":"FunctionResponseType"},
+      "max":1,
+      "min":0
+    },
+    "FunctionScalingConfig":{
+      "type":"structure",
+      "members":{
+        "MinExecutionEnvironments":{"shape":"FunctionScalingConfigExecutionEnvironments"},
+        "MaxExecutionEnvironments":{"shape":"FunctionScalingConfigExecutionEnvironments"}
+      }
+    },
+    "FunctionScalingConfigExecutionEnvironments":{
+      "type":"integer",
+      "box":true,
+      "max":15000,
+      "min":0
+    },
+    "FunctionUrl":{
+      "type":"string",
+      "max":100,
+      "min":40
+    },
+    "FunctionUrlAuthType":{
+      "type":"string",
+      "enum":[
+        "NONE",
+        "AWS_IAM"
+      ]
+    },
+    "FunctionUrlConfig":{
+      "type":"structure",
+      "required":[
+        "FunctionUrl",
+        "FunctionArn",
+        "CreationTime",
+        "LastModifiedTime",
+        "AuthType"
+      ],
+      "members":{
+        "FunctionUrl":{
+          "shape":"FunctionUrl",
+          "documentation":"<p>The HTTP URL endpoint for your function.</p>"
+        },
+        "FunctionArn":{
+          "shape":"FunctionArn",
+          "documentation":"<p>The Amazon Resource Name (ARN) of your function.</p>"
+        },
+        "CreationTime":{
+          "shape":"Timestamp",
+          "documentation":"<p>When the function URL was created, in <a href=\"https://www.w3.org/TR/NOTE-datetime\">ISO-8601 format</a> (YYYY-MM-DDThh:mm:ss.sTZD).</p>"
+        },
+        "LastModifiedTime":{
+          "shape":"Timestamp",
+          "documentation":"<p>When the function URL configuration was last updated, in <a href=\"https://www.w3.org/TR/NOTE-datetime\">ISO-8601 format</a> (YYYY-MM-DDThh:mm:ss.sTZD).</p>"
+        },
+        "Cors":{
+          "shape":"Cors",
+          "documentation":"<p>The <a href=\"https://developer.mozilla.org/en-US/docs/Web/HTTP/CORS\">cross-origin resource sharing (CORS)</a> settings for your function URL.</p>"
+        },
+        "AuthType":{
+          "shape":"FunctionUrlAuthType",
+          "documentation":"<p>The type of authentication that your function URL uses. Set to <code>AWS_IAM</code> if you want to restrict access to authenticated users only. Set to <code>NONE</code> if you want to bypass IAM authentication to create a public endpoint. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/urls-auth.html\">Security and auth model for Lambda function URLs</a>.</p>"
+        },
+        "InvokeMode":{
+          "shape":"InvokeMode",
+          "documentation":"<p>Use one of the following options:</p> <ul> <li> <p> <code>BUFFERED</code> – This is the default option. Lambda invokes your function using the <code>Invoke</code> API operation. Invocation results are available when the payload is complete. The maximum payload size is 6 MB.</p> </li> <li> <p> <code>RESPONSE_STREAM</code> – Your function streams payload results as they become available. Lambda invokes your function using the <code>InvokeWithResponseStream</code> API operation. The maximum response payload size is 20 MB, however, you can <a href=\"https://docs.aws.amazon.com/servicequotas/latest/userguide/request-quota-increase.html\">request a quota increase</a>.</p> </li> </ul>"
+        }
+      },
+      "documentation":"<p>Details about a Lambda function URL.</p>"
+    },
+    "FunctionUrlConfigList":{
+      "type":"list",
+      "member":{"shape":"FunctionUrlConfig"}
+    },
+    "FunctionUrlQualifier":{
+      "type":"string",
+      "max":128,
+      "min":1,
+      "pattern":"((?!^\\d+$)^[0-9a-zA-Z-_]+$)"
+    },
+    "FunctionVersion":{
+      "type":"string",
+      "enum":["ALL"]
+    },
+    "FunctionVersionLatestPublished":{
+      "type":"string",
+      "enum":["LATEST_PUBLISHED"]
+    },
+    "FunctionVersionsByCapacityProviderList":{
+      "type":"list",
+      "member":{"shape":"FunctionVersionsByCapacityProviderListItem"},
+      "max":50,
+      "min":0
+    },
+    "FunctionVersionsByCapacityProviderListItem":{
+      "type":"structure",
+      "required":[
+        "FunctionArn",
+        "State"
+      ],
+      "members":{
+        "FunctionArn":{"shape":"NameSpacedFunctionArn"},
+        "State":{"shape":"State"}
+      }
+    },
+    "FunctionVersionsPerCapacityProviderLimitExceededException":{
+      "type":"structure",
+      "members":{
+        "Type":{"shape":"String"},
+        "message":{"shape":"String"}
+      },
+      "error":{
+        "httpStatusCode":400,
+        "senderFault":true
+      },
+      "exception":true
+    },
+    "GetAccountSettingsRequest":{
+      "type":"structure",
+      "members":{}
+    },
+    "GetAccountSettingsResponse":{
+      "type":"structure",
+      "members":{
+        "AccountLimit":{
+          "shape":"AccountLimit",
+          "documentation":"<p>Limits that are related to concurrency and code storage.</p>"
+        },
+        "AccountUsage":{
+          "shape":"AccountUsage",
+          "documentation":"<p>The number of functions and amount of storage in use.</p>"
+        }
+      }
+    },
+    "GetAliasRequest":{
+      "type":"structure",
+      "required":[
+        "FunctionName",
+        "Name"
+      ],
+      "members":{
+        "FunctionName":{
+          "shape":"FunctionName",
+          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> - <code>MyFunction</code>.</p> </li> <li> <p> <b>Function ARN</b> - <code>arn:aws:lambda:us-west-2:123456789012:function:MyFunction</code>.</p> </li> <li> <p> <b>Partial ARN</b> - <code>123456789012:function:MyFunction</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
+          "location":"uri",
+          "locationName":"FunctionName"
+        },
+        "Name":{
+          "shape":"Alias",
+          "documentation":"<p>The name of the alias.</p>",
+          "location":"uri",
+          "locationName":"Name"
+        }
+      }
+    },
+    "GetCapacityProviderRequest":{
+      "type":"structure",
+      "required":["CapacityProviderName"],
+      "members":{
+        "CapacityProviderName":{
+          "shape":"CapacityProviderName",
+          "location":"uri",
+          "locationName":"CapacityProviderName"
+        }
+      }
+    },
+    "GetCapacityProviderResponse":{
+      "type":"structure",
+      "required":["CapacityProvider"],
+      "members":{
+        "CapacityProvider":{"shape":"CapacityProvider"}
+      }
+    },
+    "GetCodeSigningConfigRequest":{
+      "type":"structure",
+      "required":["CodeSigningConfigArn"],
+      "members":{
+        "CodeSigningConfigArn":{
+          "shape":"CodeSigningConfigArn",
+          "documentation":"<p>The The Amazon Resource Name (ARN) of the code signing configuration. </p>",
+          "location":"uri",
+          "locationName":"CodeSigningConfigArn"
+        }
+      }
+    },
+    "GetCodeSigningConfigResponse":{
+      "type":"structure",
+      "required":["CodeSigningConfig"],
+      "members":{
+        "CodeSigningConfig":{
+          "shape":"CodeSigningConfig",
+          "documentation":"<p>The code signing configuration</p>"
+        }
+      }
+    },
+    "GetEventSourceMappingRequest":{
+      "type":"structure",
+      "required":["UUID"],
+      "members":{
+        "UUID":{
+          "shape":"String",
+          "documentation":"<p>The identifier of the event source mapping.</p>",
+          "location":"uri",
+          "locationName":"UUID"
+        }
+      }
+    },
+    "GetFunctionCodeSigningConfigRequest":{
+      "type":"structure",
+      "required":["FunctionName"],
+      "members":{
+        "FunctionName":{
+          "shape":"NamespacedFunctionName",
+          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> - <code>MyFunction</code>.</p> </li> <li> <p> <b>Function ARN</b> - <code>arn:aws:lambda:us-west-2:123456789012:function:MyFunction</code>.</p> </li> <li> <p> <b>Partial ARN</b> - <code>123456789012:function:MyFunction</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
+          "location":"uri",
+          "locationName":"FunctionName"
+        }
+      }
+    },
+    "GetFunctionCodeSigningConfigResponse":{
+      "type":"structure",
+      "required":[
+        "CodeSigningConfigArn",
+        "FunctionName"
+      ],
+      "members":{
+        "CodeSigningConfigArn":{
+          "shape":"CodeSigningConfigArn",
+          "documentation":"<p>The The Amazon Resource Name (ARN) of the code signing configuration.</p>"
+        },
+        "FunctionName":{
+          "shape":"FunctionName",
+          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> - <code>MyFunction</code>.</p> </li> <li> <p> <b>Function ARN</b> - <code>arn:aws:lambda:us-west-2:123456789012:function:MyFunction</code>.</p> </li> <li> <p> <b>Partial ARN</b> - <code>123456789012:function:MyFunction</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>"
+        }
+      }
+    },
+    "GetFunctionConcurrencyRequest":{
+      "type":"structure",
+      "required":["FunctionName"],
+      "members":{
+        "FunctionName":{
+          "shape":"FunctionName",
+          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> – <code>my-function</code>.</p> </li> <li> <p> <b>Function ARN</b> – <code>arn:aws:lambda:us-west-2:123456789012:function:my-function</code>.</p> </li> <li> <p> <b>Partial ARN</b> – <code>123456789012:function:my-function</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
+          "location":"uri",
+          "locationName":"FunctionName"
+        }
+      }
+    },
+    "GetFunctionConcurrencyResponse":{
+      "type":"structure",
+      "members":{
+        "ReservedConcurrentExecutions":{
+          "shape":"ReservedConcurrentExecutions",
+          "documentation":"<p>The number of simultaneous executions that are reserved for the function.</p>"
+        }
+      }
+    },
+    "GetFunctionConfigurationRequest":{
+      "type":"structure",
+      "required":["FunctionName"],
+      "members":{
+        "FunctionName":{
+          "shape":"NamespacedFunctionName",
+          "documentation":"<p>The name or ARN of the Lambda function, version, or alias.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> – <code>my-function</code> (name-only), <code>my-function:v1</code> (with alias).</p> </li> <li> <p> <b>Function ARN</b> – <code>arn:aws:lambda:us-west-2:123456789012:function:my-function</code>.</p> </li> <li> <p> <b>Partial ARN</b> – <code>123456789012:function:my-function</code>.</p> </li> </ul> <p>You can append a version number or alias to any of the formats. The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
+          "location":"uri",
+          "locationName":"FunctionName"
+        },
+        "Qualifier":{
+          "shape":"NumericLatestPublishedOrAliasQualifier",
+          "documentation":"<p>Specify a version or alias to get details about a published version of the function.</p>",
+          "location":"querystring",
+          "locationName":"Qualifier"
+        }
+      }
+    },
+    "GetFunctionEventInvokeConfigRequest":{
+      "type":"structure",
+      "required":["FunctionName"],
+      "members":{
+        "FunctionName":{
+          "shape":"NamespacedFunctionName",
+          "documentation":"<p>The name or ARN of the Lambda function, version, or alias.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> - <code>my-function</code> (name-only), <code>my-function:v1</code> (with alias).</p> </li> <li> <p> <b>Function ARN</b> - <code>arn:aws:lambda:us-west-2:123456789012:function:my-function</code>.</p> </li> <li> <p> <b>Partial ARN</b> - <code>123456789012:function:my-function</code>.</p> </li> </ul> <p>You can append a version number or alias to any of the formats. The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
+          "location":"uri",
+          "locationName":"FunctionName"
+        },
+        "Qualifier":{
+          "shape":"NumericLatestPublishedOrAliasQualifier",
+          "documentation":"<p>A version number or alias name.</p>",
+          "location":"querystring",
+          "locationName":"Qualifier"
+        }
+      }
+    },
+    "GetFunctionRecursionConfigRequest":{
+      "type":"structure",
+      "required":["FunctionName"],
+      "members":{
+        "FunctionName":{
+          "shape":"UnqualifiedFunctionName",
+          "documentation":"<p/>",
+          "location":"uri",
+          "locationName":"FunctionName"
+        }
+      }
+    },
+    "GetFunctionRecursionConfigResponse":{
+      "type":"structure",
+      "members":{
+        "RecursiveLoop":{
+          "shape":"RecursiveLoop",
+          "documentation":"<p>If your function's recursive loop detection configuration is <code>Allow</code>, Lambda doesn't take any action when it detects your function being invoked as part of a recursive loop.</p> <p>If your function's recursive loop detection configuration is <code>Terminate</code>, Lambda stops your function being invoked and notifies you when it detects your function being invoked as part of a recursive loop.</p> <p>By default, Lambda sets your function's configuration to <code>Terminate</code>. You can update this configuration using the <a>PutFunctionRecursionConfig</a> action.</p>"
+        }
+      }
+    },
+    "GetFunctionRequest":{
+      "type":"structure",
+      "required":["FunctionName"],
+      "members":{
+        "FunctionName":{
+          "shape":"NamespacedFunctionName",
+          "documentation":"<p>The name or ARN of the Lambda function, version, or alias.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> – <code>my-function</code> (name-only), <code>my-function:v1</code> (with alias).</p> </li> <li> <p> <b>Function ARN</b> – <code>arn:aws:lambda:us-west-2:123456789012:function:my-function</code>.</p> </li> <li> <p> <b>Partial ARN</b> – <code>123456789012:function:my-function</code>.</p> </li> </ul> <p>You can append a version number or alias to any of the formats. The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
+          "location":"uri",
+          "locationName":"FunctionName"
+        },
+        "Qualifier":{
+          "shape":"NumericLatestPublishedOrAliasQualifier",
+          "documentation":"<p>Specify a version or alias to get details about a published version of the function.</p>",
+          "location":"querystring",
+          "locationName":"Qualifier"
+        }
+      }
+    },
+    "GetFunctionResponse":{
+      "type":"structure",
+      "members":{
+        "Configuration":{
+          "shape":"FunctionConfiguration",
+          "documentation":"<p>The configuration of the function or version.</p>"
+        },
+        "Code":{
+          "shape":"FunctionCodeLocation",
+          "documentation":"<p>The deployment package of the function or version.</p>"
+        },
+        "Tags":{
+          "shape":"Tags",
+          "documentation":"<p>The function's <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/tagging.html\">tags</a>. Lambda returns tag data only if you have explicit allow permissions for <a href=\"https://docs.aws.amazon.com/lambda/latest/api/API_ListTags.html\">lambda:ListTags</a>.</p>"
+        },
+        "TagsError":{
+          "shape":"TagsError",
+          "documentation":"<p>An object that contains details about an error related to retrieving tags.</p>"
+        },
+        "Concurrency":{
+          "shape":"Concurrency",
+          "documentation":"<p>The function's <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/concurrent-executions.html\">reserved concurrency</a>.</p>"
+        }
+      }
+    },
+    "GetFunctionScalingConfigRequest":{
+      "type":"structure",
+      "required":[
+        "FunctionName",
+        "Qualifier"
+      ],
+      "members":{
+        "FunctionName":{
+          "shape":"UnqualifiedFunctionName",
+          "location":"uri",
+          "locationName":"FunctionName"
+        },
+        "Qualifier":{
+          "shape":"PublishedFunctionQualifier",
+          "location":"querystring",
+          "locationName":"Qualifier"
+        }
+      }
+    },
+    "GetFunctionScalingConfigResponse":{
+      "type":"structure",
+      "members":{
+        "FunctionArn":{"shape":"FunctionArn"},
+        "AppliedFunctionScalingConfig":{"shape":"FunctionScalingConfig"},
+        "RequestedFunctionScalingConfig":{"shape":"FunctionScalingConfig"}
+      }
+    },
+    "GetFunctionUrlConfigRequest":{
+      "type":"structure",
+      "required":["FunctionName"],
+      "members":{
+        "FunctionName":{
+          "shape":"FunctionName",
+          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> – <code>my-function</code>.</p> </li> <li> <p> <b>Function ARN</b> – <code>arn:aws:lambda:us-west-2:123456789012:function:my-function</code>.</p> </li> <li> <p> <b>Partial ARN</b> – <code>123456789012:function:my-function</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
+          "location":"uri",
+          "locationName":"FunctionName"
+        },
+        "Qualifier":{
+          "shape":"FunctionUrlQualifier",
+          "documentation":"<p>The alias name.</p>",
+          "location":"querystring",
+          "locationName":"Qualifier"
+        }
+      }
+    },
+    "GetFunctionUrlConfigResponse":{
+      "type":"structure",
+      "required":[
+        "FunctionUrl",
+        "FunctionArn",
+        "AuthType",
+        "CreationTime",
+        "LastModifiedTime"
+      ],
+      "members":{
+        "FunctionUrl":{
+          "shape":"FunctionUrl",
+          "documentation":"<p>The HTTP URL endpoint for your function.</p>"
+        },
+        "FunctionArn":{
+          "shape":"FunctionArn",
+          "documentation":"<p>The Amazon Resource Name (ARN) of your function.</p>"
+        },
+        "AuthType":{
+          "shape":"FunctionUrlAuthType",
+          "documentation":"<p>The type of authentication that your function URL uses. Set to <code>AWS_IAM</code> if you want to restrict access to authenticated users only. Set to <code>NONE</code> if you want to bypass IAM authentication to create a public endpoint. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/urls-auth.html\">Security and auth model for Lambda function URLs</a>.</p>"
+        },
+        "Cors":{
+          "shape":"Cors",
+          "documentation":"<p>The <a href=\"https://developer.mozilla.org/en-US/docs/Web/HTTP/CORS\">cross-origin resource sharing (CORS)</a> settings for your function URL.</p>"
+        },
+        "CreationTime":{
+          "shape":"Timestamp",
+          "documentation":"<p>When the function URL was created, in <a href=\"https://www.w3.org/TR/NOTE-datetime\">ISO-8601 format</a> (YYYY-MM-DDThh:mm:ss.sTZD).</p>"
+        },
+        "LastModifiedTime":{
+          "shape":"Timestamp",
+          "documentation":"<p>When the function URL configuration was last updated, in <a href=\"https://www.w3.org/TR/NOTE-datetime\">ISO-8601 format</a> (YYYY-MM-DDThh:mm:ss.sTZD).</p>"
+        },
+        "InvokeMode":{
+          "shape":"InvokeMode",
+          "documentation":"<p>Use one of the following options:</p> <ul> <li> <p> <code>BUFFERED</code> – This is the default option. Lambda invokes your function using the <code>Invoke</code> API operation. Invocation results are available when the payload is complete. The maximum payload size is 6 MB.</p> </li> <li> <p> <code>RESPONSE_STREAM</code> – Your function streams payload results as they become available. Lambda invokes your function using the <code>InvokeWithResponseStream</code> API operation. The maximum response payload size is 20 MB, however, you can <a href=\"https://docs.aws.amazon.com/servicequotas/latest/userguide/request-quota-increase.html\">request a quota increase</a>.</p> </li> </ul>"
+        }
+      }
+    },
+    "GetLayerVersionByArnRequest":{
+      "type":"structure",
+      "required":["Arn"],
+      "members":{
+        "Arn":{
+          "shape":"LayerVersionArn",
+          "documentation":"<p>The ARN of the layer version.</p>",
+          "location":"querystring",
+          "locationName":"Arn"
+        }
+      }
+    },
+    "GetLayerVersionPolicyRequest":{
+      "type":"structure",
+      "required":[
+        "LayerName",
+        "VersionNumber"
+      ],
+      "members":{
+        "LayerName":{
+          "shape":"LayerName",
+          "documentation":"<p>The name or Amazon Resource Name (ARN) of the layer.</p>",
+          "location":"uri",
+          "locationName":"LayerName"
+        },
+        "VersionNumber":{
+          "shape":"LayerVersionNumber",
+          "documentation":"<p>The version number.</p>",
+          "location":"uri",
+          "locationName":"VersionNumber"
+        }
+      }
+    },
+    "GetLayerVersionPolicyResponse":{
+      "type":"structure",
+      "members":{
+        "Policy":{
+          "shape":"String",
+          "documentation":"<p>The policy document.</p>"
+        },
+        "RevisionId":{
+          "shape":"String",
+          "documentation":"<p>A unique identifier for the current revision of the policy.</p>"
+        }
+      }
+    },
+    "GetLayerVersionRequest":{
+      "type":"structure",
+      "required":[
+        "LayerName",
+        "VersionNumber"
+      ],
+      "members":{
+        "LayerName":{
+          "shape":"LayerName",
+          "documentation":"<p>The name or Amazon Resource Name (ARN) of the layer.</p>",
+          "location":"uri",
+          "locationName":"LayerName"
+        },
+        "VersionNumber":{
+          "shape":"LayerVersionNumber",
+          "documentation":"<p>The version number.</p>",
+          "location":"uri",
+          "locationName":"VersionNumber"
+        }
+      }
+    },
+    "GetLayerVersionResponse":{
+      "type":"structure",
+      "members":{
+        "Content":{
+          "shape":"LayerVersionContentOutput",
+          "documentation":"<p>Details about the layer version.</p>"
+        },
+        "LayerArn":{
+          "shape":"LayerArn",
+          "documentation":"<p>The ARN of the layer.</p>"
+        },
+        "LayerVersionArn":{
+          "shape":"LayerVersionArn",
+          "documentation":"<p>The ARN of the layer version.</p>"
+        },
+        "Description":{
+          "shape":"Description",
+          "documentation":"<p>The description of the version.</p>"
+        },
+        "CreatedDate":{
+          "shape":"Timestamp",
+          "documentation":"<p>The date that the layer version was created, in <a href=\"https://www.w3.org/TR/NOTE-datetime\">ISO-8601 format</a> (YYYY-MM-DDThh:mm:ss.sTZD).</p>"
+        },
+        "Version":{
+          "shape":"LayerVersionNumber",
+          "documentation":"<p>The version number.</p>"
+        },
+        "CompatibleRuntimes":{
+          "shape":"CompatibleRuntimes",
+          "documentation":"<p>The layer's compatible runtimes.</p> <p>The following list includes deprecated runtimes. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/lambda-runtimes.html#runtime-deprecation-levels\">Runtime use after deprecation</a>.</p> <p>For a list of all currently supported runtimes, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/lambda-runtimes.html#runtimes-supported\">Supported runtimes</a>.</p>"
+        },
+        "LicenseInfo":{
+          "shape":"LicenseInfo",
+          "documentation":"<p>The layer's software license.</p>"
+        },
+        "CompatibleArchitectures":{
+          "shape":"CompatibleArchitectures",
+          "documentation":"<p>A list of compatible <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/foundation-arch.html\">instruction set architectures</a>.</p>"
+        }
+      }
+    },
+    "GetPolicyRequest":{
+      "type":"structure",
+      "required":["FunctionName"],
+      "members":{
+        "FunctionName":{
+          "shape":"NamespacedFunctionName",
+          "documentation":"<p>The name or ARN of the Lambda function, version, or alias.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> – <code>my-function</code> (name-only), <code>my-function:v1</code> (with alias).</p> </li> <li> <p> <b>Function ARN</b> – <code>arn:aws:lambda:us-west-2:123456789012:function:my-function</code>.</p> </li> <li> <p> <b>Partial ARN</b> – <code>123456789012:function:my-function</code>.</p> </li> </ul> <p>You can append a version number or alias to any of the formats. The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
+          "location":"uri",
+          "locationName":"FunctionName"
+        },
+        "Qualifier":{
+          "shape":"NumericLatestPublishedOrAliasQualifier",
+          "documentation":"<p>Specify a version or alias to get the policy for that resource.</p>",
+          "location":"querystring",
+          "locationName":"Qualifier"
+        }
+      }
+    },
+    "GetPolicyResponse":{
+      "type":"structure",
+      "members":{
+        "Policy":{
+          "shape":"String",
+          "documentation":"<p>The resource-based policy.</p>"
+        },
+        "RevisionId":{
+          "shape":"String",
+          "documentation":"<p>A unique identifier for the current revision of the policy.</p>"
+        }
+      }
+    },
+    "GetProvisionedConcurrencyConfigRequest":{
+      "type":"structure",
+      "required":[
+        "FunctionName",
+        "Qualifier"
+      ],
+      "members":{
+        "FunctionName":{
+          "shape":"FunctionName",
+          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> – <code>my-function</code>.</p> </li> <li> <p> <b>Function ARN</b> – <code>arn:aws:lambda:us-west-2:123456789012:function:my-function</code>.</p> </li> <li> <p> <b>Partial ARN</b> – <code>123456789012:function:my-function</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
+          "location":"uri",
+          "locationName":"FunctionName"
+        },
+        "Qualifier":{
+          "shape":"Qualifier",
+          "documentation":"<p>The version number or alias name.</p>",
+          "location":"querystring",
+          "locationName":"Qualifier"
+        }
+      }
+    },
+    "GetProvisionedConcurrencyConfigResponse":{
+      "type":"structure",
+      "members":{
+        "RequestedProvisionedConcurrentExecutions":{
+          "shape":"PositiveInteger",
+          "documentation":"<p>The amount of provisioned concurrency requested.</p>"
+        },
+        "AvailableProvisionedConcurrentExecutions":{
+          "shape":"NonNegativeInteger",
+          "documentation":"<p>The amount of provisioned concurrency available.</p>"
+        },
+        "AllocatedProvisionedConcurrentExecutions":{
+          "shape":"NonNegativeInteger",
+          "documentation":"<p>The amount of provisioned concurrency allocated. When a weighted alias is used during linear and canary deployments, this value fluctuates depending on the amount of concurrency that is provisioned for the function versions.</p>"
+        },
+        "Status":{
+          "shape":"ProvisionedConcurrencyStatusEnum",
+          "documentation":"<p>The status of the allocation process.</p>"
+        },
+        "StatusReason":{
+          "shape":"String",
+          "documentation":"<p>For failed allocations, the reason that provisioned concurrency could not be allocated.</p>"
+        },
+        "LastModified":{
+          "shape":"Timestamp",
+          "documentation":"<p>The date and time that a user last updated the configuration, in <a href=\"https://www.iso.org/iso-8601-date-and-time-format.html\">ISO 8601 format</a>.</p>"
+        }
+      }
+    },
+    "GetRuntimeManagementConfigRequest":{
+      "type":"structure",
+      "required":["FunctionName"],
+      "members":{
+        "FunctionName":{
+          "shape":"NamespacedFunctionName",
+          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> – <code>my-function</code>.</p> </li> <li> <p> <b>Function ARN</b> – <code>arn:aws:lambda:us-west-2:123456789012:function:my-function</code>.</p> </li> <li> <p> <b>Partial ARN</b> – <code>123456789012:function:my-function</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
+          "location":"uri",
+          "locationName":"FunctionName"
+        },
+        "Qualifier":{
+          "shape":"NumericLatestPublishedOrAliasQualifier",
+          "documentation":"<p>Specify a version of the function. This can be <code>$LATEST</code> or a published version number. If no value is specified, the configuration for the <code>$LATEST</code> version is returned.</p>",
+          "location":"querystring",
+          "locationName":"Qualifier"
+        }
+      }
+    },
+    "GetRuntimeManagementConfigResponse":{
+      "type":"structure",
+      "members":{
+        "UpdateRuntimeOn":{
+          "shape":"UpdateRuntimeOn",
+          "documentation":"<p>The current runtime update mode of the function.</p>"
+        },
+        "RuntimeVersionArn":{
+          "shape":"RuntimeVersionArn",
+          "documentation":"<p>The ARN of the runtime the function is configured to use. If the runtime update mode is <b>Manual</b>, the ARN is returned, otherwise <code>null</code> is returned.</p>"
+        },
+        "FunctionArn":{
+          "shape":"NameSpacedFunctionArn",
+          "documentation":"<p>The Amazon Resource Name (ARN) of your function.</p>"
+        }
+      }
+    },
+    "Handler":{
+      "type":"string",
+      "max":128,
+      "min":0,
+      "pattern":"[^\\s]+"
+    },
+    "Header":{
+      "type":"string",
+      "max":1024,
+      "min":0,
+      "pattern":".*"
+    },
+    "HeadersList":{
+      "type":"list",
+      "member":{"shape":"Header"},
+      "max":100,
+      "min":0
+    },
+    "HttpStatus":{"type":"integer"},
+    "ImageConfig":{
+      "type":"structure",
+      "members":{
+        "EntryPoint":{
+          "shape":"StringList",
+          "documentation":"<p>Specifies the entry point to their application, which is typically the location of the runtime executable.</p>"
+        },
+        "Command":{
+          "shape":"StringList",
+          "documentation":"<p>Specifies parameters that you want to pass in with ENTRYPOINT.</p>"
+        },
+        "WorkingDirectory":{
+          "shape":"WorkingDirectory",
+          "documentation":"<p>Specifies the working directory.</p>"
+        }
+      },
+      "documentation":"<p>Configuration values that override the container image Dockerfile settings. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/images-create.html#images-parms\">Container image settings</a>.</p>"
+    },
+    "ImageConfigError":{
+      "type":"structure",
+      "members":{
+        "ErrorCode":{
+          "shape":"String",
+          "documentation":"<p>Error code.</p>"
+        },
+        "Message":{
+          "shape":"SensitiveString",
+          "documentation":"<p>Error message.</p>"
+        }
+      },
+      "documentation":"<p>Error response to <code>GetFunctionConfiguration</code>.</p>"
+    },
+    "ImageConfigResponse":{
+      "type":"structure",
+      "members":{
+        "ImageConfig":{
+          "shape":"ImageConfig",
+          "documentation":"<p>Configuration values that override the container image Dockerfile.</p>"
+        },
+        "Error":{
+          "shape":"ImageConfigError",
+          "documentation":"<p>Error response to <code>GetFunctionConfiguration</code>.</p>"
+        }
+      },
+      "documentation":"<p>Response to a <code>GetFunctionConfiguration</code> request.</p>"
+    },
+    "InstanceRequirements":{
+      "type":"structure",
+      "members":{
+        "Architectures":{"shape":"ArchitecturesList"},
+        "AllowedInstanceTypes":{"shape":"InstanceTypeSet"},
+        "ExcludedInstanceTypes":{"shape":"InstanceTypeSet"}
+      }
+    },
+    "InstanceType":{
+      "type":"string",
+      "max":30,
+      "min":1,
+      "pattern":"[a-zA-Z0-9\\.\\-]+"
+    },
+    "InstanceTypeSet":{
+      "type":"list",
+      "member":{"shape":"InstanceType"},
+      "max":400,
+      "min":0
+    },
+    "Integer":{"type":"integer"},
+    "InvalidCodeSignatureException":{
+      "type":"structure",
+      "members":{
+        "Type":{"shape":"String"},
+        "Message":{"shape":"String"}
+      },
+      "documentation":"<p>The code signature failed the integrity check. If the integrity check fails, then Lambda blocks deployment, even if the code signing policy is set to WARN.</p>",
+      "error":{
+        "httpStatusCode":400,
+        "senderFault":true
+      },
+      "exception":true
+    },
+    "InvalidParameterValueException":{
+      "type":"structure",
+      "members":{
+        "Type":{
+          "shape":"String",
+          "documentation":"<p>The exception type.</p>"
+        },
+        "message":{
+          "shape":"String",
+          "documentation":"<p>The exception message.</p>"
+        }
+      },
+      "documentation":"<p>One of the parameters in the request is not valid.</p>",
+      "error":{
+        "httpStatusCode":400,
+        "senderFault":true
+      },
+      "exception":true
+    },
+    "InvalidRequestContentException":{
+      "type":"structure",
+      "members":{
+        "Type":{
+          "shape":"String",
+          "documentation":"<p>The exception type.</p>"
+        },
+        "message":{
+          "shape":"String",
+          "documentation":"<p>The exception message.</p>"
+        }
+      },
+      "documentation":"<p>The request body could not be parsed as JSON, or a request header is invalid. For example, the 'x-amzn-RequestId' header is not a valid UUID string.</p>",
+      "error":{
+        "httpStatusCode":400,
+        "senderFault":true
+      },
+      "exception":true
+    },
+    "InvalidRuntimeException":{
+      "type":"structure",
+      "members":{
+        "Type":{"shape":"String"},
+        "Message":{"shape":"String"}
+      },
+      "documentation":"<p>The runtime or runtime version specified is not supported.</p>",
+      "error":{"httpStatusCode":502},
+      "exception":true,
+      "fault":true
+    },
+    "InvalidSecurityGroupIDException":{
+      "type":"structure",
+      "members":{
+        "Type":{"shape":"String"},
+        "Message":{"shape":"String"}
+      },
+      "documentation":"<p>The security group ID provided in the Lambda function VPC configuration is not valid.</p>",
+      "error":{"httpStatusCode":502},
+      "exception":true,
+      "fault":true
+    },
+    "InvalidSubnetIDException":{
+      "type":"structure",
+      "members":{
+        "Type":{"shape":"String"},
+        "Message":{"shape":"String"}
+      },
+      "documentation":"<p>The subnet ID provided in the Lambda function VPC configuration is not valid.</p>",
+      "error":{"httpStatusCode":502},
+      "exception":true,
+      "fault":true
+    },
+    "InvalidZipFileException":{
+      "type":"structure",
+      "members":{
+        "Type":{"shape":"String"},
+        "Message":{"shape":"String"}
+      },
+      "documentation":"<p>Lambda could not unzip the deployment package.</p>",
+      "error":{"httpStatusCode":502},
+      "exception":true,
+      "fault":true
+    },
+    "InvocationRequest":{
+      "type":"structure",
+      "required":["FunctionName"],
+      "members":{
+        "FunctionName":{
+          "shape":"NamespacedFunctionName",
+          "documentation":"<p>The name or ARN of the Lambda function, version, or alias.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> – <code>my-function</code> (name-only), <code>my-function:v1</code> (with alias).</p> </li> <li> <p> <b>Function ARN</b> – <code>arn:aws:lambda:us-west-2:123456789012:function:my-function</code>.</p> </li> <li> <p> <b>Partial ARN</b> – <code>123456789012:function:my-function</code>.</p> </li> </ul> <p>You can append a version number or alias to any of the formats. The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
+          "location":"uri",
+          "locationName":"FunctionName"
+        },
+        "InvocationType":{
+          "shape":"InvocationType",
+          "documentation":"<p>Choose from the following options.</p> <ul> <li> <p> <code>RequestResponse</code> (default) – Invoke the function synchronously. Keep the connection open until the function returns a response or times out. The API response includes the function response and additional data.</p> </li> <li> <p> <code>Event</code> – Invoke the function asynchronously. Send events that fail multiple times to the function's dead-letter queue (if one is configured). The API response only includes a status code.</p> </li> <li> <p> <code>DryRun</code> – Validate parameter values and verify that the user or role has permission to invoke the function.</p> </li> </ul>",
+          "location":"header",
+          "locationName":"X-Amz-Invocation-Type"
+        },
+        "LogType":{
+          "shape":"LogType",
+          "documentation":"<p>Set to <code>Tail</code> to include the execution log in the response. Applies to synchronously invoked functions only.</p>",
+          "location":"header",
+          "locationName":"X-Amz-Log-Type"
+        },
+        "ClientContext":{
+          "shape":"String",
+          "documentation":"<p>Up to 3,583 bytes of base64-encoded data about the invoking client to pass to the function in the context object. Lambda passes the <code>ClientContext</code> object to your function for synchronous invocations only.</p>",
+          "location":"header",
+          "locationName":"X-Amz-Client-Context"
+        },
+        "Payload":{
+          "shape":"Blob",
+          "documentation":"<p>The JSON that you want to provide to your Lambda function as input.</p> <p>You can enter the JSON directly. For example, <code>--payload '{ \"key\": \"value\" }'</code>. You can also specify a file path. For example, <code>--payload file://payload.json</code>.</p>"
+        },
+        "Qualifier":{
+          "shape":"NumericLatestPublishedOrAliasQualifier",
+          "documentation":"<p>Specify a version or alias to invoke a published version of the function.</p>",
+          "location":"querystring",
+          "locationName":"Qualifier"
+        }
+      },
+      "payload":"Payload"
+    },
+    "InvocationResponse":{
+      "type":"structure",
+      "members":{
+        "StatusCode":{
+          "shape":"Integer",
+          "documentation":"<p>The HTTP status code is in the 200 range for a successful request. For the <code>RequestResponse</code> invocation type, this status code is 200. For the <code>Event</code> invocation type, this status code is 202. For the <code>DryRun</code> invocation type, the status code is 204.</p>",
+          "location":"statusCode"
+        },
+        "FunctionError":{
+          "shape":"String",
+          "documentation":"<p>If present, indicates that an error occurred during function execution. Details about the error are included in the response payload.</p>",
+          "location":"header",
+          "locationName":"X-Amz-Function-Error"
+        },
+        "LogResult":{
+          "shape":"String",
+          "documentation":"<p>The last 4 KB of the execution log, which is base64-encoded.</p>",
+          "location":"header",
+          "locationName":"X-Amz-Log-Result"
+        },
+        "Payload":{
+          "shape":"Blob",
+          "documentation":"<p>The response from the function, or an error object.</p>"
+        },
+        "ExecutedVersion":{
+          "shape":"Version",
+          "documentation":"<p>The version of the function that executed. When you invoke a function with an alias, this indicates which version the alias resolved to.</p>",
+          "location":"header",
+          "locationName":"X-Amz-Executed-Version"
+        }
+      },
+      "payload":"Payload"
+    },
+    "InvocationType":{
+      "type":"string",
+      "enum":[
+        "Event",
+        "RequestResponse",
+        "DryRun"
+      ]
+    },
+    "InvokeAsyncRequest":{
+      "type":"structure",
+      "required":[
+        "FunctionName",
+        "InvokeArgs"
+      ],
+      "members":{
+        "FunctionName":{
+          "shape":"NamespacedFunctionName",
+          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> – <code>my-function</code>.</p> </li> <li> <p> <b>Function ARN</b> – <code>arn:aws:lambda:us-west-2:123456789012:function:my-function</code>.</p> </li> <li> <p> <b>Partial ARN</b> – <code>123456789012:function:my-function</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
+          "location":"uri",
+          "locationName":"FunctionName"
+        },
+        "InvokeArgs":{
+          "shape":"BlobStream",
+          "documentation":"<p>The JSON that you want to provide to your Lambda function as input.</p>"
+        }
+      },
+      "deprecated":true,
+      "payload":"InvokeArgs"
+    },
+    "InvokeAsyncResponse":{
+      "type":"structure",
+      "members":{
+        "Status":{
+          "shape":"HttpStatus",
+          "documentation":"<p>The status code.</p>",
+          "location":"statusCode"
+        }
+      },
+      "documentation":"<p>A success response (<code>202 Accepted</code>) indicates that the request is queued for invocation.</p>",
+      "deprecated":true
+    },
+    "InvokeMode":{
+      "type":"string",
+      "enum":[
+        "BUFFERED",
+        "RESPONSE_STREAM"
+      ]
+    },
+    "InvokeResponseStreamUpdate":{
+      "type":"structure",
+      "members":{
+        "Payload":{
+          "shape":"Blob",
+          "documentation":"<p>Data returned by your Lambda function.</p>",
+          "eventpayload":true
+        }
+      },
+      "documentation":"<p>A chunk of the streamed response payload.</p>",
+      "event":true
+    },
+    "InvokeWithResponseStreamCompleteEvent":{
+      "type":"structure",
+      "members":{
+        "ErrorCode":{
+          "shape":"String",
+          "documentation":"<p>An error code.</p>"
+        },
+        "ErrorDetails":{
+          "shape":"String",
+          "documentation":"<p>The details of any returned error.</p>"
+        },
+        "LogResult":{
+          "shape":"String",
+          "documentation":"<p>The last 4 KB of the execution log, which is base64-encoded.</p>"
+        }
+      },
+      "documentation":"<p>A response confirming that the event stream is complete.</p>",
+      "event":true
+    },
+    "InvokeWithResponseStreamRequest":{
+      "type":"structure",
+      "required":["FunctionName"],
+      "members":{
+        "FunctionName":{
+          "shape":"NamespacedFunctionName",
+          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> – <code>my-function</code>.</p> </li> <li> <p> <b>Function ARN</b> – <code>arn:aws:lambda:us-west-2:123456789012:function:my-function</code>.</p> </li> <li> <p> <b>Partial ARN</b> – <code>123456789012:function:my-function</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
+          "location":"uri",
+          "locationName":"FunctionName"
+        },
+        "InvocationType":{
+          "shape":"ResponseStreamingInvocationType",
+          "documentation":"<p>Use one of the following options:</p> <ul> <li> <p> <code>RequestResponse</code> (default) – Invoke the function synchronously. Keep the connection open until the function returns a response or times out. The API operation response includes the function response and additional data.</p> </li> <li> <p> <code>DryRun</code> – Validate parameter values and verify that the IAM user or role has permission to invoke the function.</p> </li> </ul>",
+          "location":"header",
+          "locationName":"X-Amz-Invocation-Type"
+        },
+        "LogType":{
+          "shape":"LogType",
+          "documentation":"<p>Set to <code>Tail</code> to include the execution log in the response. Applies to synchronously invoked functions only.</p>",
+          "location":"header",
+          "locationName":"X-Amz-Log-Type"
+        },
+        "ClientContext":{
+          "shape":"String",
+          "documentation":"<p>Up to 3,583 bytes of base64-encoded data about the invoking client to pass to the function in the context object.</p>",
+          "location":"header",
+          "locationName":"X-Amz-Client-Context"
+        },
+        "Qualifier":{
+          "shape":"NumericLatestPublishedOrAliasQualifier",
+          "documentation":"<p>The alias name.</p>",
+          "location":"querystring",
+          "locationName":"Qualifier"
+        },
+        "Payload":{
+          "shape":"Blob",
+          "documentation":"<p>The JSON that you want to provide to your Lambda function as input.</p> <p>You can enter the JSON directly. For example, <code>--payload '{ \"key\": \"value\" }'</code>. You can also specify a file path. For example, <code>--payload file://payload.json</code>.</p>"
+        }
+      },
+      "payload":"Payload"
+    },
+    "InvokeWithResponseStreamResponse":{
+      "type":"structure",
+      "members":{
+        "StatusCode":{
+          "shape":"Integer",
+          "documentation":"<p>For a successful request, the HTTP status code is in the 200 range. For the <code>RequestResponse</code> invocation type, this status code is 200. For the <code>DryRun</code> invocation type, this status code is 204.</p>",
+          "location":"statusCode"
+        },
+        "ExecutedVersion":{
+          "shape":"Version",
+          "documentation":"<p>The version of the function that executed. When you invoke a function with an alias, this indicates which version the alias resolved to.</p>",
+          "location":"header",
+          "locationName":"X-Amz-Executed-Version"
+        },
+        "EventStream":{
+          "shape":"InvokeWithResponseStreamResponseEvent",
+          "documentation":"<p>The stream of response payloads.</p>"
+        },
+        "ResponseStreamContentType":{
+          "shape":"String",
+          "documentation":"<p>The type of data the stream is returning.</p>",
+          "location":"header",
+          "locationName":"Content-Type"
+        }
+      },
+      "payload":"EventStream"
+    },
+    "InvokeWithResponseStreamResponseEvent":{
+      "type":"structure",
+      "members":{
+        "PayloadChunk":{
+          "shape":"InvokeResponseStreamUpdate",
+          "documentation":"<p>A chunk of the streamed response payload.</p>"
+        },
+        "InvokeComplete":{
+          "shape":"InvokeWithResponseStreamCompleteEvent",
+          "documentation":"<p>An object that's returned when the stream has ended and all the payload chunks have been returned.</p>"
+        }
+      },
+      "documentation":"<p>An object that includes a chunk of the response payload. When the stream has ended, Lambda includes a <code>InvokeComplete</code> object.</p>",
+      "eventstream":true
+    },
+    "InvokedViaFunctionUrl":{
+      "type":"boolean",
+      "box":true
+    },
+    "KMSAccessDeniedException":{
+      "type":"structure",
+      "members":{
+        "Type":{"shape":"String"},
+        "Message":{"shape":"String"}
+      },
+      "documentation":"<p>Lambda couldn't decrypt the environment variables because KMS access was denied. Check the Lambda function's KMS permissions.</p>",
+      "error":{"httpStatusCode":502},
+      "exception":true,
+      "fault":true
+    },
+    "KMSDisabledException":{
+      "type":"structure",
+      "members":{
+        "Type":{"shape":"String"},
+        "Message":{"shape":"String"}
+      },
+      "documentation":"<p>Lambda couldn't decrypt the environment variables because the KMS key used is disabled. Check the Lambda function's KMS key settings.</p>",
+      "error":{"httpStatusCode":502},
+      "exception":true,
+      "fault":true
+    },
+    "KMSInvalidStateException":{
+      "type":"structure",
+      "members":{
+        "Type":{"shape":"String"},
+        "Message":{"shape":"String"}
+      },
+      "documentation":"<p>Lambda couldn't decrypt the environment variables because the state of the KMS key used is not valid for Decrypt. Check the function's KMS key settings.</p>",
+      "error":{"httpStatusCode":502},
+      "exception":true,
+      "fault":true
+    },
+    "KMSKeyArn":{
+      "type":"string",
+      "pattern":"(arn:(aws[a-zA-Z-]*)?:[a-z0-9-.]+:.*)|()"
+    },
+    "KMSKeyArnNonEmpty":{
+      "type":"string",
+      "max":10000,
+      "min":0,
+      "pattern":"arn:(aws[a-zA-Z-]*)?:[a-z0-9-.]+:.*"
+    },
+    "KMSNotFoundException":{
+      "type":"structure",
+      "members":{
+        "Type":{"shape":"String"},
+        "Message":{"shape":"String"}
+      },
+      "documentation":"<p>Lambda couldn't decrypt the environment variables because the KMS key was not found. Check the function's KMS key settings.</p>",
+      "error":{"httpStatusCode":502},
+      "exception":true,
+      "fault":true
+    },
+    "KafkaSchemaRegistryAccessConfig":{
+      "type":"structure",
+      "members":{
+        "Type":{
+          "shape":"KafkaSchemaRegistryAuthType",
+          "documentation":"<p> The type of authentication Lambda uses to access your schema registry. </p>"
+        },
+        "URI":{
+          "shape":"Arn",
+          "documentation":"<p> The URI of the secret (Secrets Manager secret ARN) to authenticate with your schema registry. </p>"
+        }
+      },
+      "documentation":"<p>Specific access configuration settings that tell Lambda how to authenticate with your schema registry.</p> <p>If you're working with an Glue schema registry, don't provide authentication details in this object. Instead, ensure that your execution role has the required permissions for Lambda to access your cluster.</p> <p>If you're working with a Confluent schema registry, choose the authentication method in the <code>Type</code> field, and provide the Secrets Manager secret ARN in the <code>URI</code> field.</p>"
+    },
+    "KafkaSchemaRegistryAccessConfigList":{
+      "type":"list",
+      "member":{"shape":"KafkaSchemaRegistryAccessConfig"}
+    },
+    "KafkaSchemaRegistryAuthType":{
+      "type":"string",
+      "enum":[
+        "BASIC_AUTH",
+        "CLIENT_CERTIFICATE_TLS_AUTH",
+        "SERVER_ROOT_CA_CERTIFICATE"
+      ]
+    },
+    "KafkaSchemaRegistryConfig":{
+      "type":"structure",
+      "members":{
+        "SchemaRegistryURI":{
+          "shape":"SchemaRegistryUri",
+          "documentation":"<p>The URI for your schema registry. The correct URI format depends on the type of schema registry you're using.</p> <ul> <li> <p>For Glue schema registries, use the ARN of the registry.</p> </li> <li> <p>For Confluent schema registries, use the URL of the registry.</p> </li> </ul>"
+        },
+        "EventRecordFormat":{
+          "shape":"SchemaRegistryEventRecordFormat",
+          "documentation":"<p>The record format that Lambda delivers to your function after schema validation.</p> <ul> <li> <p>Choose <code>JSON</code> to have Lambda deliver the record to your function as a standard JSON object.</p> </li> <li> <p>Choose <code>SOURCE</code> to have Lambda deliver the record to your function in its original source format. Lambda removes all schema metadata, such as the schema ID, before sending the record to your function.</p> </li> </ul>"
+        },
+        "AccessConfigs":{
+          "shape":"KafkaSchemaRegistryAccessConfigList",
+          "documentation":"<p>An array of access configuration objects that tell Lambda how to authenticate with your schema registry.</p>"
+        },
+        "SchemaValidationConfigs":{
+          "shape":"KafkaSchemaValidationConfigList",
+          "documentation":"<p>An array of schema validation configuration objects, which tell Lambda the message attributes you want to validate and filter using your schema registry.</p>"
+        }
+      },
+      "documentation":"<p>Specific configuration settings for a Kafka schema registry.</p>"
+    },
+    "KafkaSchemaValidationAttribute":{
+      "type":"string",
+      "enum":[
+        "KEY",
+        "VALUE"
+      ]
+    },
+    "KafkaSchemaValidationConfig":{
+      "type":"structure",
+      "members":{
+        "Attribute":{
+          "shape":"KafkaSchemaValidationAttribute",
+          "documentation":"<p> The attributes you want your schema registry to validate and filter for. If you selected <code>JSON</code> as the <code>EventRecordFormat</code>, Lambda also deserializes the selected message attributes. </p>"
+        }
+      },
+      "documentation":"<p>Specific schema validation configuration settings that tell Lambda the message attributes you want to validate and filter using your schema registry.</p>"
+    },
+    "KafkaSchemaValidationConfigList":{
+      "type":"list",
+      "member":{"shape":"KafkaSchemaValidationConfig"}
+    },
+    "LambdaManagedInstancesCapacityProviderConfig":{
+      "type":"structure",
+      "required":["CapacityProviderArn"],
+      "members":{
+        "CapacityProviderArn":{"shape":"CapacityProviderArn"},
+        "PerExecutionEnvironmentMaxConcurrency":{"shape":"PerExecutionEnvironmentMaxConcurrency"},
+        "ExecutionEnvironmentMemoryGiBPerVCpu":{"shape":"ExecutionEnvironmentMemoryGiBPerVCpu"}
+      }
+    },
+    "LastUpdateStatus":{
+      "type":"string",
+      "enum":[
+        "Successful",
+        "Failed",
+        "InProgress"
+      ]
+    },
+    "LastUpdateStatusReason":{"type":"string"},
+    "LastUpdateStatusReasonCode":{
+      "type":"string",
+      "enum":[
+        "EniLimitExceeded",
+        "InsufficientRolePermissions",
+        "InvalidConfiguration",
+        "InternalError",
+        "SubnetOutOfIPAddresses",
+        "InvalidSubnet",
+        "InvalidSecurityGroup",
+        "ImageDeleted",
+        "ImageAccessDenied",
+        "InvalidImage",
+        "KMSKeyAccessDenied",
+        "KMSKeyNotFound",
+        "InvalidStateKMSKey",
+        "DisabledKMSKey",
+        "EFSIOError",
+        "EFSMountConnectivityError",
+        "EFSMountFailure",
+        "EFSMountTimeout",
+        "InvalidRuntime",
+        "InvalidZipFileException",
+        "FunctionError",
+        "VcpuLimitExceeded",
+        "CapacityProviderScalingLimitExceeded",
+        "InsufficientCapacity",
+        "EC2RequestLimitExceeded",
+        "FunctionError.InitTimeout",
+        "FunctionError.RuntimeInitError",
+        "FunctionError.ExtensionInitError",
+        "FunctionError.InvalidEntryPoint",
+        "FunctionError.InvalidWorkingDirectory",
+        "FunctionError.PermissionDenied",
+        "FunctionError.TooManyExtensions",
+        "FunctionError.InitResourceExhausted"
+      ]
+    },
+    "Layer":{
+      "type":"structure",
+      "members":{
+        "Arn":{
+          "shape":"LayerVersionArn",
+          "documentation":"<p>The Amazon Resource Name (ARN) of the function layer.</p>"
+        },
+        "CodeSize":{
+          "shape":"Long",
+          "documentation":"<p>The size of the layer archive in bytes.</p>"
+        },
+        "SigningProfileVersionArn":{
+          "shape":"Arn",
+          "documentation":"<p>The Amazon Resource Name (ARN) for a signing profile version.</p>"
+        },
+        "SigningJobArn":{
+          "shape":"Arn",
+          "documentation":"<p>The Amazon Resource Name (ARN) of a signing job.</p>"
+        }
+      },
+      "documentation":"<p>An <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-layers.html\">Lambda layer</a>.</p>"
+    },
+    "LayerArn":{
+      "type":"string",
+      "max":140,
+      "min":1,
+      "pattern":"arn:[a-zA-Z0-9-]+:lambda:[a-zA-Z0-9-]+:\\d{12}:layer:[a-zA-Z0-9-_]+"
+    },
+    "LayerList":{
+      "type":"list",
+      "member":{"shape":"LayerVersionArn"}
+    },
+    "LayerName":{
+      "type":"string",
+      "max":140,
+      "min":1,
+      "pattern":"(arn:[a-zA-Z0-9-]+:lambda:[a-zA-Z0-9-]+:\\d{12}:layer:[a-zA-Z0-9-_]+)|[a-zA-Z0-9-_]+"
+    },
+    "LayerPermissionAllowedAction":{
+      "type":"string",
+      "max":22,
+      "min":0,
+      "pattern":"lambda:GetLayerVersion"
+    },
+    "LayerPermissionAllowedPrincipal":{
+      "type":"string",
+      "pattern":"\\d{12}|\\*|arn:(aws[a-zA-Z-]*):iam::\\d{12}:root"
+    },
+    "LayerVersionArn":{
+      "type":"string",
+      "max":140,
+      "min":1,
+      "pattern":"arn:[a-zA-Z0-9-]+:lambda:[a-zA-Z0-9-]+:\\d{12}:layer:[a-zA-Z0-9-_]+:[0-9]+"
+    },
+    "LayerVersionContentInput":{
+      "type":"structure",
+      "members":{
+        "S3Bucket":{
+          "shape":"S3Bucket",
+          "documentation":"<p>The Amazon S3 bucket of the layer archive.</p>"
+        },
+        "S3Key":{
+          "shape":"S3Key",
+          "documentation":"<p>The Amazon S3 key of the layer archive.</p>"
+        },
+        "S3ObjectVersion":{
+          "shape":"S3ObjectVersion",
+          "documentation":"<p>For versioned objects, the version of the layer archive object to use.</p>"
+        },
+        "ZipFile":{
+          "shape":"Blob",
+          "documentation":"<p>The base64-encoded contents of the layer archive. Amazon Web Services SDK and Amazon Web Services CLI clients handle the encoding for you.</p>"
+        }
+      },
+      "documentation":"<p>A ZIP archive that contains the contents of an <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-layers.html\">Lambda layer</a>. You can specify either an Amazon S3 location, or upload a layer archive directly.</p>"
+    },
+    "LayerVersionContentOutput":{
+      "type":"structure",
+      "members":{
+        "Location":{
+          "shape":"String",
+          "documentation":"<p>A link to the layer archive in Amazon S3 that is valid for 10 minutes.</p>"
+        },
+        "CodeSha256":{
+          "shape":"String",
+          "documentation":"<p>The SHA-256 hash of the layer archive.</p>"
+        },
+        "CodeSize":{
+          "shape":"Long",
+          "documentation":"<p>The size of the layer archive in bytes.</p>"
+        },
+        "SigningProfileVersionArn":{
+          "shape":"String",
+          "documentation":"<p>The Amazon Resource Name (ARN) for a signing profile version.</p>"
+        },
+        "SigningJobArn":{
+          "shape":"String",
+          "documentation":"<p>The Amazon Resource Name (ARN) of a signing job.</p>"
+        }
+      },
+      "documentation":"<p>Details about a version of an <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-layers.html\">Lambda layer</a>.</p>"
+    },
+    "LayerVersionNumber":{"type":"long"},
+    "LayerVersionsList":{
+      "type":"list",
+      "member":{"shape":"LayerVersionsListItem"}
+    },
+    "LayerVersionsListItem":{
+      "type":"structure",
+      "members":{
+        "LayerVersionArn":{
+          "shape":"LayerVersionArn",
+          "documentation":"<p>The ARN of the layer version.</p>"
+        },
+        "Version":{
+          "shape":"LayerVersionNumber",
+          "documentation":"<p>The version number.</p>"
+        },
+        "Description":{
+          "shape":"Description",
+          "documentation":"<p>The description of the version.</p>"
+        },
+        "CreatedDate":{
+          "shape":"Timestamp",
+          "documentation":"<p>The date that the version was created, in ISO 8601 format. For example, <code>2018-11-27T15:10:45.123+0000</code>.</p>"
+        },
+        "CompatibleRuntimes":{
+          "shape":"CompatibleRuntimes",
+          "documentation":"<p>The layer's compatible runtimes.</p> <p>The following list includes deprecated runtimes. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/lambda-runtimes.html#runtime-deprecation-levels\">Runtime use after deprecation</a>.</p> <p>For a list of all currently supported runtimes, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/lambda-runtimes.html#runtimes-supported\">Supported runtimes</a>.</p>"
+        },
+        "LicenseInfo":{
+          "shape":"LicenseInfo",
+          "documentation":"<p>The layer's open-source license.</p>"
+        },
+        "CompatibleArchitectures":{
+          "shape":"CompatibleArchitectures",
+          "documentation":"<p>A list of compatible <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/foundation-arch.html\">instruction set architectures</a>.</p>"
+        }
+      },
+      "documentation":"<p>Details about a version of an <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-layers.html\">Lambda layer</a>.</p>"
+    },
+    "LayersList":{
+      "type":"list",
+      "member":{"shape":"LayersListItem"}
+    },
+    "LayersListItem":{
+      "type":"structure",
+      "members":{
+        "LayerName":{
+          "shape":"LayerName",
+          "documentation":"<p>The name of the layer.</p>"
+        },
+        "LayerArn":{
+          "shape":"LayerArn",
+          "documentation":"<p>The Amazon Resource Name (ARN) of the function layer.</p>"
+        },
+        "LatestMatchingVersion":{
+          "shape":"LayerVersionsListItem",
+          "documentation":"<p>The newest version of the layer.</p>"
+        }
+      },
+      "documentation":"<p>Details about an <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-layers.html\">Lambda layer</a>.</p>"
+    },
+    "LayersReferenceList":{
+      "type":"list",
+      "member":{"shape":"Layer"}
+    },
+    "LicenseInfo":{
+      "type":"string",
+      "max":512,
+      "min":0
+    },
+    "ListAliasesRequest":{
+      "type":"structure",
+      "required":["FunctionName"],
+      "members":{
+        "FunctionName":{
+          "shape":"FunctionName",
+          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> - <code>MyFunction</code>.</p> </li> <li> <p> <b>Function ARN</b> - <code>arn:aws:lambda:us-west-2:123456789012:function:MyFunction</code>.</p> </li> <li> <p> <b>Partial ARN</b> - <code>123456789012:function:MyFunction</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
+          "location":"uri",
+          "locationName":"FunctionName"
+        },
+        "FunctionVersion":{
+          "shape":"VersionWithLatestPublished",
+          "documentation":"<p>Specify a function version to only list aliases that invoke that version.</p>",
+          "location":"querystring",
+          "locationName":"FunctionVersion"
+        },
+        "Marker":{
+          "shape":"String",
+          "documentation":"<p>Specify the pagination token that's returned by a previous request to retrieve the next page of results.</p>",
+          "location":"querystring",
+          "locationName":"Marker"
+        },
+        "MaxItems":{
+          "shape":"MaxListItems",
+          "documentation":"<p>Limit the number of aliases returned.</p>",
+          "location":"querystring",
+          "locationName":"MaxItems"
+        }
+      }
+    },
+    "ListAliasesResponse":{
+      "type":"structure",
+      "members":{
+        "NextMarker":{
+          "shape":"String",
+          "documentation":"<p>The pagination token that's included if more results are available.</p>"
+        },
+        "Aliases":{
+          "shape":"AliasList",
+          "documentation":"<p>A list of aliases.</p>"
+        }
+      }
+    },
+    "ListCapacityProvidersRequest":{
+      "type":"structure",
+      "members":{
+        "State":{
+          "shape":"CapacityProviderState",
+          "location":"querystring",
+          "locationName":"State"
+        },
+        "Marker":{
+          "shape":"String",
+          "location":"querystring",
+          "locationName":"Marker"
+        },
+        "MaxItems":{
+          "shape":"MaxFiftyListItems",
+          "location":"querystring",
+          "locationName":"MaxItems"
+        }
+      }
+    },
+    "ListCapacityProvidersResponse":{
+      "type":"structure",
+      "required":["CapacityProviders"],
+      "members":{
+        "CapacityProviders":{"shape":"CapacityProvidersList"},
+        "NextMarker":{"shape":"String"}
+      }
+    },
+    "ListCodeSigningConfigsRequest":{
+      "type":"structure",
+      "members":{
+        "Marker":{
+          "shape":"String",
+          "documentation":"<p>Specify the pagination token that's returned by a previous request to retrieve the next page of results.</p>",
+          "location":"querystring",
+          "locationName":"Marker"
+        },
+        "MaxItems":{
+          "shape":"MaxListItems",
+          "documentation":"<p>Maximum number of items to return.</p>",
+          "location":"querystring",
+          "locationName":"MaxItems"
+        }
+      }
+    },
+    "ListCodeSigningConfigsResponse":{
+      "type":"structure",
+      "members":{
+        "NextMarker":{
+          "shape":"String",
+          "documentation":"<p>The pagination token that's included if more results are available.</p>"
+        },
+        "CodeSigningConfigs":{
+          "shape":"CodeSigningConfigList",
+          "documentation":"<p>The code signing configurations</p>"
+        }
+      }
+    },
+    "ListEventSourceMappingsRequest":{
+      "type":"structure",
+      "members":{
+        "EventSourceArn":{
+          "shape":"Arn",
+          "documentation":"<p>The Amazon Resource Name (ARN) of the event source.</p> <ul> <li> <p> <b>Amazon Kinesis</b> – The ARN of the data stream or a stream consumer.</p> </li> <li> <p> <b>Amazon DynamoDB Streams</b> – The ARN of the stream.</p> </li> <li> <p> <b>Amazon Simple Queue Service</b> – The ARN of the queue.</p> </li> <li> <p> <b>Amazon Managed Streaming for Apache Kafka</b> – The ARN of the cluster or the ARN of the VPC connection (for <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-msk.html#msk-multi-vpc\">cross-account event source mappings</a>).</p> </li> <li> <p> <b>Amazon MQ</b> – The ARN of the broker.</p> </li> <li> <p> <b>Amazon DocumentDB</b> – The ARN of the DocumentDB change stream.</p> </li> </ul>",
+          "location":"querystring",
+          "locationName":"EventSourceArn"
+        },
+        "FunctionName":{
+          "shape":"NamespacedFunctionName",
+          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> – <code>MyFunction</code>.</p> </li> <li> <p> <b>Function ARN</b> – <code>arn:aws:lambda:us-west-2:123456789012:function:MyFunction</code>.</p> </li> <li> <p> <b>Version or Alias ARN</b> – <code>arn:aws:lambda:us-west-2:123456789012:function:MyFunction:PROD</code>.</p> </li> <li> <p> <b>Partial ARN</b> – <code>123456789012:function:MyFunction</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it's limited to 64 characters in length.</p>",
+          "location":"querystring",
+          "locationName":"FunctionName"
+        },
+        "Marker":{
+          "shape":"String",
+          "documentation":"<p>A pagination token returned by a previous call.</p>",
+          "location":"querystring",
+          "locationName":"Marker"
+        },
+        "MaxItems":{
+          "shape":"MaxListItems",
+          "documentation":"<p>The maximum number of event source mappings to return. Note that ListEventSourceMappings returns a maximum of 100 items in each response, even if you set the number higher.</p>",
+          "location":"querystring",
+          "locationName":"MaxItems"
+        }
+      }
+    },
+    "ListEventSourceMappingsResponse":{
+      "type":"structure",
+      "members":{
+        "NextMarker":{
+          "shape":"String",
+          "documentation":"<p>A pagination token that's returned when the response doesn't contain all event source mappings.</p>"
+        },
+        "EventSourceMappings":{
+          "shape":"EventSourceMappingsList",
+          "documentation":"<p>A list of event source mappings.</p>"
+        }
+      }
+    },
+    "ListFunctionEventInvokeConfigsRequest":{
+      "type":"structure",
+      "required":["FunctionName"],
+      "members":{
+        "FunctionName":{
+          "shape":"NamespacedFunctionName",
+          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> - <code>my-function</code>.</p> </li> <li> <p> <b>Function ARN</b> - <code>arn:aws:lambda:us-west-2:123456789012:function:my-function</code>.</p> </li> <li> <p> <b>Partial ARN</b> - <code>123456789012:function:my-function</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
+          "location":"uri",
+          "locationName":"FunctionName"
+        },
+        "Marker":{
+          "shape":"String",
+          "documentation":"<p>Specify the pagination token that's returned by a previous request to retrieve the next page of results.</p>",
+          "location":"querystring",
+          "locationName":"Marker"
+        },
+        "MaxItems":{
+          "shape":"MaxFunctionEventInvokeConfigListItems",
+          "documentation":"<p>The maximum number of configurations to return.</p>",
+          "location":"querystring",
+          "locationName":"MaxItems"
+        }
+      }
+    },
+    "ListFunctionEventInvokeConfigsResponse":{
+      "type":"structure",
+      "members":{
+        "FunctionEventInvokeConfigs":{
+          "shape":"FunctionEventInvokeConfigList",
+          "documentation":"<p>A list of configurations.</p>"
+        },
+        "NextMarker":{
+          "shape":"String",
+          "documentation":"<p>The pagination token that's included if more results are available.</p>"
+        }
+      }
+    },
+    "ListFunctionUrlConfigsRequest":{
+      "type":"structure",
+      "required":["FunctionName"],
+      "members":{
+        "FunctionName":{
+          "shape":"FunctionName",
+          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> – <code>my-function</code>.</p> </li> <li> <p> <b>Function ARN</b> – <code>arn:aws:lambda:us-west-2:123456789012:function:my-function</code>.</p> </li> <li> <p> <b>Partial ARN</b> – <code>123456789012:function:my-function</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
+          "location":"uri",
+          "locationName":"FunctionName"
+        },
+        "Marker":{
+          "shape":"String",
+          "documentation":"<p>Specify the pagination token that's returned by a previous request to retrieve the next page of results.</p>",
+          "location":"querystring",
+          "locationName":"Marker"
+        },
+        "MaxItems":{
+          "shape":"MaxItems",
+          "documentation":"<p>The maximum number of function URLs to return in the response. Note that <code>ListFunctionUrlConfigs</code> returns a maximum of 50 items in each response, even if you set the number higher.</p>",
+          "location":"querystring",
+          "locationName":"MaxItems"
+        }
+      }
+    },
+    "ListFunctionUrlConfigsResponse":{
+      "type":"structure",
+      "required":["FunctionUrlConfigs"],
+      "members":{
+        "FunctionUrlConfigs":{
+          "shape":"FunctionUrlConfigList",
+          "documentation":"<p>A list of function URL configurations.</p>"
+        },
+        "NextMarker":{
+          "shape":"String",
+          "documentation":"<p>The pagination token that's included if more results are available.</p>"
+        }
+      }
+    },
+    "ListFunctionVersionsByCapacityProviderRequest":{
+      "type":"structure",
+      "required":["CapacityProviderName"],
+      "members":{
+        "CapacityProviderName":{
+          "shape":"CapacityProviderName",
+          "location":"uri",
+          "locationName":"CapacityProviderName"
+        },
+        "Marker":{
+          "shape":"String",
+          "location":"querystring",
+          "locationName":"Marker"
+        },
+        "MaxItems":{
+          "shape":"MaxFiftyListItems",
+          "location":"querystring",
+          "locationName":"MaxItems"
+        }
+      }
+    },
+    "ListFunctionVersionsByCapacityProviderResponse":{
+      "type":"structure",
+      "required":[
+        "CapacityProviderArn",
+        "FunctionVersions"
+      ],
+      "members":{
+        "CapacityProviderArn":{"shape":"CapacityProviderArn"},
+        "FunctionVersions":{"shape":"FunctionVersionsByCapacityProviderList"},
+        "NextMarker":{"shape":"String"}
+      }
+    },
+    "ListFunctionsByCodeSigningConfigRequest":{
+      "type":"structure",
+      "required":["CodeSigningConfigArn"],
+      "members":{
+        "CodeSigningConfigArn":{
+          "shape":"CodeSigningConfigArn",
+          "documentation":"<p>The The Amazon Resource Name (ARN) of the code signing configuration.</p>",
+          "location":"uri",
+          "locationName":"CodeSigningConfigArn"
+        },
+        "Marker":{
+          "shape":"String",
+          "documentation":"<p>Specify the pagination token that's returned by a previous request to retrieve the next page of results.</p>",
+          "location":"querystring",
+          "locationName":"Marker"
+        },
+        "MaxItems":{
+          "shape":"MaxListItems",
+          "documentation":"<p>Maximum number of items to return.</p>",
+          "location":"querystring",
+          "locationName":"MaxItems"
+        }
+      }
+    },
+    "ListFunctionsByCodeSigningConfigResponse":{
+      "type":"structure",
+      "members":{
+        "NextMarker":{
+          "shape":"String",
+          "documentation":"<p>The pagination token that's included if more results are available.</p>"
+        },
+        "FunctionArns":{
+          "shape":"FunctionArnList",
+          "documentation":"<p>The function ARNs. </p>"
+        }
+      }
+    },
+    "ListFunctionsRequest":{
+      "type":"structure",
+      "members":{
+        "MasterRegion":{
+          "shape":"MasterRegion",
+          "documentation":"<p>For Lambda@Edge functions, the Amazon Web Services Region of the master function. For example, <code>us-east-1</code> filters the list of functions to include only Lambda@Edge functions replicated from a master function in US East (N. Virginia). If specified, you must set <code>FunctionVersion</code> to <code>ALL</code>.</p>",
+          "location":"querystring",
+          "locationName":"MasterRegion"
+        },
+        "FunctionVersion":{
+          "shape":"FunctionVersion",
+          "documentation":"<p>Set to <code>ALL</code> to include entries for all published versions of each function.</p>",
+          "location":"querystring",
+          "locationName":"FunctionVersion"
+        },
+        "Marker":{
+          "shape":"String",
+          "documentation":"<p>Specify the pagination token that's returned by a previous request to retrieve the next page of results.</p>",
+          "location":"querystring",
+          "locationName":"Marker"
+        },
+        "MaxItems":{
+          "shape":"MaxListItems",
+          "documentation":"<p>The maximum number of functions to return in the response. Note that <code>ListFunctions</code> returns a maximum of 50 items in each response, even if you set the number higher.</p>",
+          "location":"querystring",
+          "locationName":"MaxItems"
+        }
+      }
+    },
+    "ListFunctionsResponse":{
+      "type":"structure",
+      "members":{
+        "NextMarker":{
+          "shape":"String",
+          "documentation":"<p>The pagination token that's included if more results are available.</p>"
+        },
+        "Functions":{
+          "shape":"FunctionList",
+          "documentation":"<p>A list of Lambda functions.</p>"
+        }
+      },
+      "documentation":"<p>A list of Lambda functions.</p>"
+    },
+    "ListLayerVersionsRequest":{
+      "type":"structure",
+      "required":["LayerName"],
+      "members":{
+        "CompatibleRuntime":{
+          "shape":"Runtime",
+          "documentation":"<p>A runtime identifier.</p> <p>The following list includes deprecated runtimes. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/lambda-runtimes.html#runtime-deprecation-levels\">Runtime use after deprecation</a>.</p> <p>For a list of all currently supported runtimes, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/lambda-runtimes.html#runtimes-supported\">Supported runtimes</a>.</p>",
+          "location":"querystring",
+          "locationName":"CompatibleRuntime"
+        },
+        "LayerName":{
+          "shape":"LayerName",
+          "documentation":"<p>The name or Amazon Resource Name (ARN) of the layer.</p>",
+          "location":"uri",
+          "locationName":"LayerName"
+        },
+        "Marker":{
+          "shape":"String",
+          "documentation":"<p>A pagination token returned by a previous call.</p>",
+          "location":"querystring",
+          "locationName":"Marker"
+        },
+        "MaxItems":{
+          "shape":"MaxLayerListItems",
+          "documentation":"<p>The maximum number of versions to return.</p>",
+          "location":"querystring",
+          "locationName":"MaxItems"
+        },
+        "CompatibleArchitecture":{
+          "shape":"Architecture",
+          "documentation":"<p>The compatible <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/foundation-arch.html\">instruction set architecture</a>.</p>",
+          "location":"querystring",
+          "locationName":"CompatibleArchitecture"
+        }
+      }
+    },
+    "ListLayerVersionsResponse":{
+      "type":"structure",
+      "members":{
+        "NextMarker":{
+          "shape":"String",
+          "documentation":"<p>A pagination token returned when the response doesn't contain all versions.</p>"
+        },
+        "LayerVersions":{
+          "shape":"LayerVersionsList",
+          "documentation":"<p>A list of versions.</p>"
+        }
+      }
+    },
+    "ListLayersRequest":{
+      "type":"structure",
+      "members":{
+        "CompatibleRuntime":{
+          "shape":"Runtime",
+          "documentation":"<p>A runtime identifier.</p> <p>The following list includes deprecated runtimes. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/lambda-runtimes.html#runtime-deprecation-levels\">Runtime use after deprecation</a>.</p> <p>For a list of all currently supported runtimes, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/lambda-runtimes.html#runtimes-supported\">Supported runtimes</a>.</p>",
+          "location":"querystring",
+          "locationName":"CompatibleRuntime"
+        },
+        "Marker":{
+          "shape":"String",
+          "documentation":"<p>A pagination token returned by a previous call.</p>",
+          "location":"querystring",
+          "locationName":"Marker"
+        },
+        "MaxItems":{
+          "shape":"MaxLayerListItems",
+          "documentation":"<p>The maximum number of layers to return.</p>",
+          "location":"querystring",
+          "locationName":"MaxItems"
+        },
+        "CompatibleArchitecture":{
+          "shape":"Architecture",
+          "documentation":"<p>The compatible <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/foundation-arch.html\">instruction set architecture</a>.</p>",
+          "location":"querystring",
+          "locationName":"CompatibleArchitecture"
+        }
+      }
+    },
+    "ListLayersResponse":{
+      "type":"structure",
+      "members":{
+        "NextMarker":{
+          "shape":"String",
+          "documentation":"<p>A pagination token returned when the response doesn't contain all layers.</p>"
+        },
+        "Layers":{
+          "shape":"LayersList",
+          "documentation":"<p>A list of function layers.</p>"
+        }
+      }
+    },
+    "ListProvisionedConcurrencyConfigsRequest":{
+      "type":"structure",
+      "required":["FunctionName"],
+      "members":{
+        "FunctionName":{
+          "shape":"FunctionName",
+          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> – <code>my-function</code>.</p> </li> <li> <p> <b>Function ARN</b> – <code>arn:aws:lambda:us-west-2:123456789012:function:my-function</code>.</p> </li> <li> <p> <b>Partial ARN</b> – <code>123456789012:function:my-function</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
+          "location":"uri",
+          "locationName":"FunctionName"
+        },
+        "Marker":{
+          "shape":"String",
+          "documentation":"<p>Specify the pagination token that's returned by a previous request to retrieve the next page of results.</p>",
+          "location":"querystring",
+          "locationName":"Marker"
+        },
+        "MaxItems":{
+          "shape":"MaxProvisionedConcurrencyConfigListItems",
+          "documentation":"<p>Specify a number to limit the number of configurations returned.</p>",
+          "location":"querystring",
+          "locationName":"MaxItems"
+        }
+      }
+    },
+    "ListProvisionedConcurrencyConfigsResponse":{
+      "type":"structure",
+      "members":{
+        "ProvisionedConcurrencyConfigs":{
+          "shape":"ProvisionedConcurrencyConfigList",
+          "documentation":"<p>A list of provisioned concurrency configurations.</p>"
+        },
+        "NextMarker":{
+          "shape":"String",
+          "documentation":"<p>The pagination token that's included if more results are available.</p>"
+        }
+      }
+    },
+    "ListTagsRequest":{
+      "type":"structure",
+      "required":["Resource"],
+      "members":{
+        "Resource":{
+          "shape":"TaggableResource",
+          "documentation":"<p>The resource's Amazon Resource Name (ARN). Note: Lambda does not support adding tags to function aliases or versions.</p>",
+          "location":"uri",
+          "locationName":"Resource"
+        }
+      }
+    },
+    "ListTagsResponse":{
+      "type":"structure",
+      "members":{
+        "Tags":{
+          "shape":"Tags",
+          "documentation":"<p>The function's tags.</p>"
+        }
+      }
+    },
+    "ListVersionsByFunctionRequest":{
+      "type":"structure",
+      "required":["FunctionName"],
+      "members":{
+        "FunctionName":{
+          "shape":"NamespacedFunctionName",
+          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> - <code>MyFunction</code>.</p> </li> <li> <p> <b>Function ARN</b> - <code>arn:aws:lambda:us-west-2:123456789012:function:MyFunction</code>.</p> </li> <li> <p> <b>Partial ARN</b> - <code>123456789012:function:MyFunction</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
+          "location":"uri",
+          "locationName":"FunctionName"
+        },
+        "Marker":{
+          "shape":"String",
+          "documentation":"<p>Specify the pagination token that's returned by a previous request to retrieve the next page of results.</p>",
+          "location":"querystring",
+          "locationName":"Marker"
+        },
+        "MaxItems":{
+          "shape":"MaxListItems",
+          "documentation":"<p>The maximum number of versions to return. Note that <code>ListVersionsByFunction</code> returns a maximum of 50 items in each response, even if you set the number higher.</p>",
+          "location":"querystring",
+          "locationName":"MaxItems"
+        }
+      }
+    },
+    "ListVersionsByFunctionResponse":{
+      "type":"structure",
+      "members":{
+        "NextMarker":{
+          "shape":"String",
+          "documentation":"<p>The pagination token that's included if more results are available.</p>"
+        },
+        "Versions":{
+          "shape":"FunctionList",
+          "documentation":"<p>A list of Lambda function versions.</p>"
+        }
+      }
+    },
+    "LocalMountPath":{
+      "type":"string",
+      "max":160,
+      "min":0,
+      "pattern":"/mnt/[a-zA-Z0-9-_.]+"
+    },
+    "LogFormat":{
+      "type":"string",
+      "enum":[
+        "JSON",
+        "Text"
+      ]
+    },
+    "LogGroup":{
+      "type":"string",
+      "max":512,
+      "min":1,
+      "pattern":"[\\.\\-_/#A-Za-z0-9]+"
+    },
+    "LogType":{
+      "type":"string",
+      "enum":[
+        "None",
+        "Tail"
+      ]
+    },
+    "LoggingConfig":{
+      "type":"structure",
+      "members":{
+        "LogFormat":{
+          "shape":"LogFormat",
+          "documentation":"<p>The format in which Lambda sends your function's application and system logs to CloudWatch. Select between plain text and structured JSON.</p>"
+        },
+        "ApplicationLogLevel":{
+          "shape":"ApplicationLogLevel",
+          "documentation":"<p>Set this property to filter the application logs for your function that Lambda sends to CloudWatch. Lambda only sends application logs at the selected level of detail and lower, where <code>TRACE</code> is the highest level and <code>FATAL</code> is the lowest.</p>"
+        },
+        "SystemLogLevel":{
+          "shape":"SystemLogLevel",
+          "documentation":"<p>Set this property to filter the system logs for your function that Lambda sends to CloudWatch. Lambda only sends system logs at the selected level of detail and lower, where <code>DEBUG</code> is the highest level and <code>WARN</code> is the lowest.</p>"
+        },
+        "LogGroup":{
+          "shape":"LogGroup",
+          "documentation":"<p>The name of the Amazon CloudWatch log group the function sends logs to. By default, Lambda functions send logs to a default log group named <code>/aws/lambda/&lt;function name&gt;</code>. To use a different log group, enter an existing log group or enter a new log group name.</p>"
+        }
+      },
+      "documentation":"<p>The function's Amazon CloudWatch Logs configuration settings.</p>"
+    },
+    "Long":{"type":"long"},
+    "MasterRegion":{
+      "type":"string",
+      "pattern":"ALL|(eusc-)?[a-z]{2}(-gov)?-[a-z]+-\\d{1}"
+    },
+    "MaxAge":{
+      "type":"integer",
+      "box":true,
+      "max":86400,
+      "min":0
+    },
+    "MaxFiftyListItems":{
+      "type":"integer",
+      "box":true,
+      "max":50,
+      "min":1
+    },
+    "MaxFunctionEventInvokeConfigListItems":{
+      "type":"integer",
+      "box":true,
+      "max":50,
+      "min":1
+    },
+    "MaxItems":{
+      "type":"integer",
+      "box":true,
+      "max":50,
+      "min":1
+    },
+    "MaxLayerListItems":{
+      "type":"integer",
+      "box":true,
+      "max":50,
+      "min":1
+    },
+    "MaxListItems":{
+      "type":"integer",
+      "box":true,
+      "max":10000,
+      "min":1
+    },
+    "MaxProvisionedConcurrencyConfigListItems":{
+      "type":"integer",
+      "box":true,
+      "max":50,
+      "min":1
+    },
+    "MaximumBatchingWindowInSeconds":{
+      "type":"integer",
+      "box":true,
+      "max":300,
+      "min":0
+    },
+    "MaximumConcurrency":{
+      "type":"integer",
+      "box":true,
+      "max":1000,
+      "min":2
+    },
+    "MaximumEventAgeInSeconds":{
+      "type":"integer",
+      "box":true,
+      "max":21600,
+      "min":60
+    },
+    "MaximumNumberOfPollers":{
+      "type":"integer",
+      "box":true,
+      "max":2000,
+      "min":1
+    },
+    "MaximumRecordAgeInSeconds":{
+      "type":"integer",
+      "box":true,
+      "max":604800,
+      "min":-1
+    },
+    "MaximumRetryAttempts":{
+      "type":"integer",
+      "box":true,
+      "max":2,
+      "min":0
+    },
+    "MaximumRetryAttemptsEventSourceMapping":{
+      "type":"integer",
+      "box":true,
+      "max":10000,
+      "min":-1
+    },
+    "MemorySize":{
+      "type":"integer",
+      "box":true,
+      "max":32768,
+      "min":128
+    },
+    "Method":{
+      "type":"string",
+      "max":6,
+      "min":0,
+      "pattern":".*"
+    },
+    "MetricTargetValue":{
+      "type":"double",
+      "box":true,
+      "max":100.0,
+      "min":0.0
+    },
+    "MinimumNumberOfPollers":{
+      "type":"integer",
+      "box":true,
+      "max":200,
+      "min":1
+    },
+    "NameSpacedFunctionArn":{
+      "type":"string",
+      "max":10000,
+      "min":0,
+      "pattern":"arn:(aws[a-zA-Z-]*)?:lambda:(eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:\\d{12}:function:[a-zA-Z0-9-_\\.]+(:(\\$LATEST(\\.PUBLISHED)?|[a-zA-Z0-9-_]+))?"
+    },
+    "NamespacedFunctionName":{
+      "type":"string",
+      "max":256,
+      "min":1,
+      "pattern":"(arn:(aws[a-zA-Z-]*)?:lambda:)?((eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_\\.]+)(:(\\$LATEST(\\.PUBLISHED)?|[a-zA-Z0-9-_]+))?"
+    },
+    "NamespacedStatementId":{
+      "type":"string",
+      "max":100,
+      "min":1,
+      "pattern":"([a-zA-Z0-9-_.]+)"
+    },
+    "NoPublishedVersionException":{
+      "type":"structure",
+      "members":{
+        "Type":{"shape":"String"},
+        "Message":{"shape":"String"}
+      },
+      "error":{
+        "httpStatusCode":400,
+        "senderFault":true
+      },
+      "exception":true
+    },
+    "NonNegativeInteger":{
+      "type":"integer",
+      "box":true,
+      "min":0
+    },
+    "NullableBoolean":{
+      "type":"boolean",
+      "box":true
+    },
+    "NumericLatestPublishedOrAliasQualifier":{
+      "type":"string",
+      "max":128,
+      "min":1,
+      "pattern":"\\$(LATEST(\\.PUBLISHED)?)|[a-zA-Z0-9-_$]+"
+    },
+    "OnFailure":{
+      "type":"structure",
+      "members":{
+        "Destination":{
+          "shape":"DestinationArn",
+          "documentation":"<p>The Amazon Resource Name (ARN) of the destination resource.</p> <p>To retain records of unsuccessful <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/invocation-async.html#invocation-async-destinations\">asynchronous invocations</a>, you can configure an Amazon SNS topic, Amazon SQS queue, Amazon S3 bucket, Lambda function, or Amazon EventBridge event bus as the destination.</p> <p>To retain records of failed invocations from <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-kinesis.html\">Kinesis</a>, <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-ddb.html\">DynamoDB</a>, <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-kafka.html#services-smaa-onfailure-destination\">self-managed Kafka</a> or <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-msk.html#services-msk-onfailure-destination\">Amazon MSK</a>, you can configure an Amazon SNS topic, Amazon SQS queue, or Amazon S3 bucket as the destination.</p>"
+        }
+      },
+      "documentation":"<p>A destination for events that failed processing. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/invocation-async-retain-records.html#invocation-async-destinations\">Adding a destination</a>.</p>"
+    },
+    "OnSuccess":{
+      "type":"structure",
+      "members":{
+        "Destination":{
+          "shape":"DestinationArn",
+          "documentation":"<p>The Amazon Resource Name (ARN) of the destination resource.</p>"
+        }
+      },
+      "documentation":"<p>A destination for events that were processed successfully.</p> <p>To retain records of successful <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/invocation-async.html#invocation-async-destinations\">asynchronous invocations</a>, you can configure an Amazon SNS topic, Amazon SQS queue, Lambda function, or Amazon EventBridge event bus as the destination.</p> <note> <p> <code>OnSuccess</code> is not supported in <code>CreateEventSourceMapping</code> or <code>UpdateEventSourceMapping</code> requests.</p> </note>"
+    },
+    "OrganizationId":{
+      "type":"string",
+      "max":34,
+      "min":0,
+      "pattern":"o-[a-z0-9]{10,32}"
+    },
+    "Origin":{
+      "type":"string",
+      "max":253,
+      "min":1,
+      "pattern":".*"
+    },
+    "PackageType":{
+      "type":"string",
+      "enum":[
+        "Zip",
+        "Image"
+      ]
+    },
+    "ParallelizationFactor":{
+      "type":"integer",
+      "box":true,
+      "max":10,
+      "min":1
+    },
+    "Pattern":{
+      "type":"string",
+      "max":4096,
+      "min":0,
+      "pattern":".*"
+    },
+    "PerExecutionEnvironmentMaxConcurrency":{
+      "type":"integer",
+      "box":true,
+      "max":1600,
+      "min":1
+    },
+    "PolicyLengthExceededException":{
+      "type":"structure",
+      "members":{
+        "Type":{"shape":"String"},
+        "message":{"shape":"String"}
+      },
+      "documentation":"<p>The permissions policy for the resource is too large. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/gettingstarted-limits.html\">Lambda quotas</a>.</p>",
+      "error":{
+        "httpStatusCode":400,
+        "senderFault":true
+      },
+      "exception":true
+    },
+    "PositiveInteger":{
+      "type":"integer",
+      "box":true,
+      "min":1
+    },
+    "PreconditionFailedException":{
+      "type":"structure",
+      "members":{
+        "Type":{
+          "shape":"String",
+          "documentation":"<p>The exception type.</p>"
+        },
+        "message":{
+          "shape":"String",
+          "documentation":"<p>The exception message.</p>"
+        }
+      },
+      "documentation":"<p>The RevisionId provided does not match the latest RevisionId for the Lambda function or alias.</p> <ul> <li> <p> <b>For AddPermission and RemovePermission API operations:</b> Call <code>GetPolicy</code> to retrieve the latest RevisionId for your resource.</p> </li> <li> <p> <b>For all other API operations:</b> Call <code>GetFunction</code> or <code>GetAlias</code> to retrieve the latest RevisionId for your resource.</p> </li> </ul>",
+      "error":{
+        "httpStatusCode":412,
+        "senderFault":true
+      },
+      "exception":true
+    },
+    "Principal":{
+      "type":"string",
+      "pattern":"[^\\s]+"
+    },
+    "PrincipalOrgID":{
+      "type":"string",
+      "max":34,
+      "min":12,
+      "pattern":"o-[a-z0-9]{10,32}"
+    },
+    "ProvisionedConcurrencyConfigList":{
+      "type":"list",
+      "member":{"shape":"ProvisionedConcurrencyConfigListItem"}
+    },
+    "ProvisionedConcurrencyConfigListItem":{
+      "type":"structure",
+      "members":{
+        "FunctionArn":{
+          "shape":"FunctionArn",
+          "documentation":"<p>The Amazon Resource Name (ARN) of the alias or version.</p>"
+        },
+        "RequestedProvisionedConcurrentExecutions":{
+          "shape":"PositiveInteger",
+          "documentation":"<p>The amount of provisioned concurrency requested.</p>"
+        },
+        "AvailableProvisionedConcurrentExecutions":{
+          "shape":"NonNegativeInteger",
+          "documentation":"<p>The amount of provisioned concurrency available.</p>"
+        },
+        "AllocatedProvisionedConcurrentExecutions":{
+          "shape":"NonNegativeInteger",
+          "documentation":"<p>The amount of provisioned concurrency allocated. When a weighted alias is used during linear and canary deployments, this value fluctuates depending on the amount of concurrency that is provisioned for the function versions.</p>"
+        },
+        "Status":{
+          "shape":"ProvisionedConcurrencyStatusEnum",
+          "documentation":"<p>The status of the allocation process.</p>"
+        },
+        "StatusReason":{
+          "shape":"String",
+          "documentation":"<p>For failed allocations, the reason that provisioned concurrency could not be allocated.</p>"
+        },
+        "LastModified":{
+          "shape":"Timestamp",
+          "documentation":"<p>The date and time that a user last updated the configuration, in <a href=\"https://www.iso.org/iso-8601-date-and-time-format.html\">ISO 8601 format</a>.</p>"
+        }
+      },
+      "documentation":"<p>Details about the provisioned concurrency configuration for a function alias or version.</p>"
+    },
+    "ProvisionedConcurrencyConfigNotFoundException":{
+      "type":"structure",
+      "members":{
+        "Type":{"shape":"String"},
+        "message":{"shape":"String"}
+      },
+      "documentation":"<p>The specified configuration does not exist.</p>",
+      "error":{
+        "httpStatusCode":404,
+        "senderFault":true
+      },
+      "exception":true
+    },
+    "ProvisionedConcurrencyStatusEnum":{
+      "type":"string",
+      "enum":[
+        "IN_PROGRESS",
+        "READY",
+        "FAILED"
+      ]
+    },
+    "ProvisionedPollerConfig":{
+      "type":"structure",
+      "members":{
+        "MinimumPollers":{
+          "shape":"MinimumNumberOfPollers",
+          "documentation":"<p>The minimum number of event pollers this event source can scale down to.</p>"
+        },
+        "MaximumPollers":{
+          "shape":"MaximumNumberOfPollers",
+          "documentation":"<p>The maximum number of event pollers this event source can scale up to.</p>"
+        }
+      },
+      "documentation":"<p>The <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/invocation-eventsourcemapping.html#invocation-eventsourcemapping-provisioned-mode\"> provisioned mode</a> configuration for the event source. Use Provisioned Mode to customize the minimum and maximum number of event pollers for your event source. An event poller is a compute unit that provides approximately 5 MBps of throughput.</p>"
+    },
+    "PublishLayerVersionRequest":{
+      "type":"structure",
+      "required":[
+        "LayerName",
+        "Content"
+      ],
+      "members":{
+        "LayerName":{
+          "shape":"LayerName",
+          "documentation":"<p>The name or Amazon Resource Name (ARN) of the layer.</p>",
+          "location":"uri",
+          "locationName":"LayerName"
+        },
+        "Description":{
+          "shape":"Description",
+          "documentation":"<p>The description of the version.</p>"
+        },
+        "Content":{
+          "shape":"LayerVersionContentInput",
+          "documentation":"<p>The function layer archive.</p>"
+        },
+        "CompatibleRuntimes":{
+          "shape":"CompatibleRuntimes",
+          "documentation":"<p>A list of compatible <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/lambda-runtimes.html\">function runtimes</a>. Used for filtering with <a>ListLayers</a> and <a>ListLayerVersions</a>.</p> <p>The following list includes deprecated runtimes. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/lambda-runtimes.html#runtime-support-policy\">Runtime deprecation policy</a>.</p>"
+        },
+        "LicenseInfo":{
+          "shape":"LicenseInfo",
+          "documentation":"<p>The layer's software license. It can be any of the following:</p> <ul> <li> <p>An <a href=\"https://spdx.org/licenses/\">SPDX license identifier</a>. For example, <code>MIT</code>.</p> </li> <li> <p>The URL of a license hosted on the internet. For example, <code>https://opensource.org/licenses/MIT</code>.</p> </li> <li> <p>The full text of the license.</p> </li> </ul>"
+        },
+        "CompatibleArchitectures":{
+          "shape":"CompatibleArchitectures",
+          "documentation":"<p>A list of compatible <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/foundation-arch.html\">instruction set architectures</a>.</p>"
+        }
+      }
+    },
+    "PublishLayerVersionResponse":{
+      "type":"structure",
+      "members":{
+        "Content":{
+          "shape":"LayerVersionContentOutput",
+          "documentation":"<p>Details about the layer version.</p>"
+        },
+        "LayerArn":{
+          "shape":"LayerArn",
+          "documentation":"<p>The ARN of the layer.</p>"
+        },
+        "LayerVersionArn":{
+          "shape":"LayerVersionArn",
+          "documentation":"<p>The ARN of the layer version.</p>"
+        },
+        "Description":{
+          "shape":"Description",
+          "documentation":"<p>The description of the version.</p>"
+        },
+        "CreatedDate":{
+          "shape":"Timestamp",
+          "documentation":"<p>The date that the layer version was created, in <a href=\"https://www.w3.org/TR/NOTE-datetime\">ISO-8601 format</a> (YYYY-MM-DDThh:mm:ss.sTZD).</p>"
+        },
+        "Version":{
+          "shape":"LayerVersionNumber",
+          "documentation":"<p>The version number.</p>"
+        },
+        "CompatibleRuntimes":{
+          "shape":"CompatibleRuntimes",
+          "documentation":"<p>The layer's compatible runtimes.</p> <p>The following list includes deprecated runtimes. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/lambda-runtimes.html#runtime-deprecation-levels\">Runtime use after deprecation</a>.</p> <p>For a list of all currently supported runtimes, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/lambda-runtimes.html#runtimes-supported\">Supported runtimes</a>.</p>"
+        },
+        "LicenseInfo":{
+          "shape":"LicenseInfo",
+          "documentation":"<p>The layer's software license.</p>"
+        },
+        "CompatibleArchitectures":{
+          "shape":"CompatibleArchitectures",
+          "documentation":"<p>A list of compatible <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/foundation-arch.html\">instruction set architectures</a>.</p>"
+        }
+      }
+    },
+    "PublishVersionRequest":{
+      "type":"structure",
+      "required":["FunctionName"],
+      "members":{
+        "FunctionName":{
+          "shape":"FunctionName",
+          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> - <code>MyFunction</code>.</p> </li> <li> <p> <b>Function ARN</b> - <code>arn:aws:lambda:us-west-2:123456789012:function:MyFunction</code>.</p> </li> <li> <p> <b>Partial ARN</b> - <code>123456789012:function:MyFunction</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
+          "location":"uri",
+          "locationName":"FunctionName"
+        },
+        "CodeSha256":{
+          "shape":"String",
+          "documentation":"<p>Only publish a version if the hash value matches the value that's specified. Use this option to avoid publishing a version if the function code has changed since you last updated it. You can get the hash for the version that you uploaded from the output of <a>UpdateFunctionCode</a>.</p>"
+        },
+        "Description":{
+          "shape":"Description",
+          "documentation":"<p>A description for the version to override the description in the function configuration.</p>"
+        },
+        "RevisionId":{
+          "shape":"String",
+          "documentation":"<p>Only update the function if the revision ID matches the ID that's specified. Use this option to avoid publishing a version if the function configuration has changed since you last updated it.</p>"
+        },
+        "PublishTo":{"shape":"FunctionVersionLatestPublished"}
+      }
+    },
+    "PublishedFunctionQualifier":{
+      "type":"string",
+      "max":128,
+      "min":1,
+      "pattern":"(\\$LATEST\\.PUBLISHED|[0-9]+)"
+    },
+    "PutFunctionCodeSigningConfigRequest":{
+      "type":"structure",
+      "required":[
+        "CodeSigningConfigArn",
+        "FunctionName"
+      ],
+      "members":{
+        "CodeSigningConfigArn":{
+          "shape":"CodeSigningConfigArn",
+          "documentation":"<p>The The Amazon Resource Name (ARN) of the code signing configuration.</p>"
+        },
+        "FunctionName":{
+          "shape":"NamespacedFunctionName",
+          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> - <code>MyFunction</code>.</p> </li> <li> <p> <b>Function ARN</b> - <code>arn:aws:lambda:us-west-2:123456789012:function:MyFunction</code>.</p> </li> <li> <p> <b>Partial ARN</b> - <code>123456789012:function:MyFunction</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
+          "location":"uri",
+          "locationName":"FunctionName"
+        }
+      }
+    },
+    "PutFunctionCodeSigningConfigResponse":{
+      "type":"structure",
+      "required":[
+        "CodeSigningConfigArn",
+        "FunctionName"
+      ],
+      "members":{
+        "CodeSigningConfigArn":{
+          "shape":"CodeSigningConfigArn",
+          "documentation":"<p>The The Amazon Resource Name (ARN) of the code signing configuration.</p>"
+        },
+        "FunctionName":{
+          "shape":"FunctionName",
+          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> - <code>MyFunction</code>.</p> </li> <li> <p> <b>Function ARN</b> - <code>arn:aws:lambda:us-west-2:123456789012:function:MyFunction</code>.</p> </li> <li> <p> <b>Partial ARN</b> - <code>123456789012:function:MyFunction</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>"
+        }
+      }
+    },
+    "PutFunctionConcurrencyRequest":{
+      "type":"structure",
+      "required":[
+        "FunctionName",
+        "ReservedConcurrentExecutions"
+      ],
+      "members":{
+        "FunctionName":{
+          "shape":"FunctionName",
+          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> – <code>my-function</code>.</p> </li> <li> <p> <b>Function ARN</b> – <code>arn:aws:lambda:us-west-2:123456789012:function:my-function</code>.</p> </li> <li> <p> <b>Partial ARN</b> – <code>123456789012:function:my-function</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
+          "location":"uri",
+          "locationName":"FunctionName"
+        },
+        "ReservedConcurrentExecutions":{
+          "shape":"ReservedConcurrentExecutions",
+          "documentation":"<p>The number of simultaneous executions to reserve for the function.</p>"
+        }
+      }
+    },
+    "PutFunctionEventInvokeConfigRequest":{
+      "type":"structure",
+      "required":["FunctionName"],
+      "members":{
+        "FunctionName":{
+          "shape":"NamespacedFunctionName",
+          "documentation":"<p>The name or ARN of the Lambda function, version, or alias.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> - <code>my-function</code> (name-only), <code>my-function:v1</code> (with alias).</p> </li> <li> <p> <b>Function ARN</b> - <code>arn:aws:lambda:us-west-2:123456789012:function:my-function</code>.</p> </li> <li> <p> <b>Partial ARN</b> - <code>123456789012:function:my-function</code>.</p> </li> </ul> <p>You can append a version number or alias to any of the formats. The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
+          "location":"uri",
+          "locationName":"FunctionName"
+        },
+        "Qualifier":{
+          "shape":"NumericLatestPublishedOrAliasQualifier",
+          "documentation":"<p>A version number or alias name.</p>",
+          "location":"querystring",
+          "locationName":"Qualifier"
+        },
+        "MaximumRetryAttempts":{
+          "shape":"MaximumRetryAttempts",
+          "documentation":"<p>The maximum number of times to retry when the function returns an error.</p>"
+        },
+        "MaximumEventAgeInSeconds":{
+          "shape":"MaximumEventAgeInSeconds",
+          "documentation":"<p>The maximum age of a request that Lambda sends to a function for processing.</p>"
+        },
+        "DestinationConfig":{
+          "shape":"DestinationConfig",
+          "documentation":"<p>A destination for events after they have been sent to a function for processing.</p> <p class=\"title\"> <b>Destinations</b> </p> <ul> <li> <p> <b>Function</b> - The Amazon Resource Name (ARN) of a Lambda function.</p> </li> <li> <p> <b>Queue</b> - The ARN of a standard SQS queue.</p> </li> <li> <p> <b>Bucket</b> - The ARN of an Amazon S3 bucket.</p> </li> <li> <p> <b>Topic</b> - The ARN of a standard SNS topic.</p> </li> <li> <p> <b>Event Bus</b> - The ARN of an Amazon EventBridge event bus.</p> </li> </ul> <note> <p>S3 buckets are supported only for on-failure destinations. To retain records of successful invocations, use another destination type.</p> </note>"
+        }
+      }
+    },
+    "PutFunctionRecursionConfigRequest":{
+      "type":"structure",
+      "required":[
+        "FunctionName",
+        "RecursiveLoop"
+      ],
+      "members":{
+        "FunctionName":{
+          "shape":"UnqualifiedFunctionName",
+          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> – <code>my-function</code>.</p> </li> <li> <p> <b>Function ARN</b> – <code>arn:aws:lambda:us-west-2:123456789012:function:my-function</code>.</p> </li> <li> <p> <b>Partial ARN</b> – <code>123456789012:function:my-function</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
+          "location":"uri",
+          "locationName":"FunctionName"
+        },
+        "RecursiveLoop":{
+          "shape":"RecursiveLoop",
+          "documentation":"<p>If you set your function's recursive loop detection configuration to <code>Allow</code>, Lambda doesn't take any action when it detects your function being invoked as part of a recursive loop. We recommend that you only use this setting if your design intentionally uses a Lambda function to write data back to the same Amazon Web Services resource that invokes it.</p> <p>If you set your function's recursive loop detection configuration to <code>Terminate</code>, Lambda stops your function being invoked and notifies you when it detects your function being invoked as part of a recursive loop.</p> <p>By default, Lambda sets your function's configuration to <code>Terminate</code>.</p> <important> <p>If your design intentionally uses a Lambda function to write data back to the same Amazon Web Services resource that invokes the function, then use caution and implement suitable guard rails to prevent unexpected charges being billed to your Amazon Web Services account. To learn more about best practices for using recursive invocation patterns, see <a href=\"https://serverlessland.com/content/service/lambda/guides/aws-lambda-operator-guide/recursive-runaway\">Recursive patterns that cause run-away Lambda functions</a> in Serverless Land.</p> </important>"
+        }
+      }
+    },
+    "PutFunctionRecursionConfigResponse":{
+      "type":"structure",
+      "members":{
+        "RecursiveLoop":{
+          "shape":"RecursiveLoop",
+          "documentation":"<p>The status of your function's recursive loop detection configuration.</p> <p>When this value is set to <code>Allow</code>and Lambda detects your function being invoked as part of a recursive loop, it doesn't take any action.</p> <p>When this value is set to <code>Terminate</code> and Lambda detects your function being invoked as part of a recursive loop, it stops your function being invoked and notifies you. </p>"
+        }
+      }
+    },
+    "PutFunctionScalingConfigRequest":{
+      "type":"structure",
+      "required":[
+        "FunctionName",
+        "Qualifier"
+      ],
+      "members":{
+        "FunctionName":{
+          "shape":"UnqualifiedFunctionName",
+          "location":"uri",
+          "locationName":"FunctionName"
+        },
+        "Qualifier":{
+          "shape":"PublishedFunctionQualifier",
+          "location":"querystring",
+          "locationName":"Qualifier"
+        },
+        "FunctionScalingConfig":{"shape":"FunctionScalingConfig"}
+      }
+    },
+    "PutFunctionScalingConfigResponse":{
+      "type":"structure",
+      "members":{
+        "FunctionState":{"shape":"State"}
+      }
+    },
+    "PutProvisionedConcurrencyConfigRequest":{
+      "type":"structure",
+      "required":[
+        "FunctionName",
+        "Qualifier",
+        "ProvisionedConcurrentExecutions"
+      ],
+      "members":{
+        "FunctionName":{
+          "shape":"FunctionName",
+          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> – <code>my-function</code>.</p> </li> <li> <p> <b>Function ARN</b> – <code>arn:aws:lambda:us-west-2:123456789012:function:my-function</code>.</p> </li> <li> <p> <b>Partial ARN</b> – <code>123456789012:function:my-function</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
+          "location":"uri",
+          "locationName":"FunctionName"
+        },
+        "Qualifier":{
+          "shape":"Qualifier",
+          "documentation":"<p>The version number or alias name.</p>",
+          "location":"querystring",
+          "locationName":"Qualifier"
+        },
+        "ProvisionedConcurrentExecutions":{
+          "shape":"PositiveInteger",
+          "documentation":"<p>The amount of provisioned concurrency to allocate for the version or alias.</p>"
+        }
+      }
+    },
+    "PutProvisionedConcurrencyConfigResponse":{
+      "type":"structure",
+      "members":{
+        "RequestedProvisionedConcurrentExecutions":{
+          "shape":"PositiveInteger",
+          "documentation":"<p>The amount of provisioned concurrency requested.</p>"
+        },
+        "AvailableProvisionedConcurrentExecutions":{
+          "shape":"NonNegativeInteger",
+          "documentation":"<p>The amount of provisioned concurrency available.</p>"
+        },
+        "AllocatedProvisionedConcurrentExecutions":{
+          "shape":"NonNegativeInteger",
+          "documentation":"<p>The amount of provisioned concurrency allocated. When a weighted alias is used during linear and canary deployments, this value fluctuates depending on the amount of concurrency that is provisioned for the function versions.</p>"
+        },
+        "Status":{
+          "shape":"ProvisionedConcurrencyStatusEnum",
+          "documentation":"<p>The status of the allocation process.</p>"
+        },
+        "StatusReason":{
+          "shape":"String",
+          "documentation":"<p>For failed allocations, the reason that provisioned concurrency could not be allocated.</p>"
+        },
+        "LastModified":{
+          "shape":"Timestamp",
+          "documentation":"<p>The date and time that a user last updated the configuration, in <a href=\"https://www.iso.org/iso-8601-date-and-time-format.html\">ISO 8601 format</a>.</p>"
+        }
+      }
+    },
+    "PutRuntimeManagementConfigRequest":{
+      "type":"structure",
+      "required":[
+        "FunctionName",
+        "UpdateRuntimeOn"
+      ],
+      "members":{
+        "FunctionName":{
+          "shape":"NamespacedFunctionName",
+          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> – <code>my-function</code>.</p> </li> <li> <p> <b>Function ARN</b> – <code>arn:aws:lambda:us-west-2:123456789012:function:my-function</code>.</p> </li> <li> <p> <b>Partial ARN</b> – <code>123456789012:function:my-function</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
+          "location":"uri",
+          "locationName":"FunctionName"
+        },
+        "Qualifier":{
+          "shape":"NumericLatestPublishedOrAliasQualifier",
+          "documentation":"<p>Specify a version of the function. This can be <code>$LATEST</code> or a published version number. If no value is specified, the configuration for the <code>$LATEST</code> version is returned.</p>",
+          "location":"querystring",
+          "locationName":"Qualifier"
+        },
+        "UpdateRuntimeOn":{
+          "shape":"UpdateRuntimeOn",
+          "documentation":"<p>Specify the runtime update mode.</p> <ul> <li> <p> <b>Auto (default)</b> - Automatically update to the most recent and secure runtime version using a <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/runtimes-update.html#runtime-management-two-phase\">Two-phase runtime version rollout</a>. This is the best choice for most customers to ensure they always benefit from runtime updates.</p> </li> <li> <p> <b>Function update</b> - Lambda updates the runtime of your function to the most recent and secure runtime version when you update your function. This approach synchronizes runtime updates with function deployments, giving you control over when runtime updates are applied and allowing you to detect and mitigate rare runtime update incompatibilities early. When using this setting, you need to regularly update your functions to keep their runtime up-to-date.</p> </li> <li> <p> <b>Manual</b> - You specify a runtime version in your function configuration. The function will use this runtime version indefinitely. In the rare case where a new runtime version is incompatible with an existing function, this allows you to roll back your function to an earlier runtime version. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/runtimes-update.html#runtime-management-rollback\">Roll back a runtime version</a>.</p> </li> </ul>"
+        },
+        "RuntimeVersionArn":{
+          "shape":"RuntimeVersionArn",
+          "documentation":"<p>The ARN of the runtime version you want the function to use.</p> <note> <p>This is only required if you're using the <b>Manual</b> runtime update mode.</p> </note>"
+        }
+      }
+    },
+    "PutRuntimeManagementConfigResponse":{
+      "type":"structure",
+      "required":[
+        "UpdateRuntimeOn",
+        "FunctionArn"
+      ],
+      "members":{
+        "UpdateRuntimeOn":{
+          "shape":"UpdateRuntimeOn",
+          "documentation":"<p>The runtime update mode.</p>"
+        },
+        "FunctionArn":{
+          "shape":"FunctionArn",
+          "documentation":"<p>The ARN of the function</p>"
+        },
+        "RuntimeVersionArn":{
+          "shape":"RuntimeVersionArn",
+          "documentation":"<p>The ARN of the runtime the function is configured to use. If the runtime update mode is <b>manual</b>, the ARN is returned, otherwise <code>null</code> is returned.</p>"
+        }
+      }
+    },
+    "Qualifier":{
+      "type":"string",
+      "max":128,
+      "min":1,
+      "pattern":"(|[a-zA-Z0-9$_-]+)"
+    },
+    "Queue":{
+      "type":"string",
+      "max":1000,
+      "min":1,
+      "pattern":"[\\s\\S]*"
+    },
+    "Queues":{
+      "type":"list",
+      "member":{"shape":"Queue"},
+      "max":1,
+      "min":1
+    },
+    "RecursiveInvocationException":{
+      "type":"structure",
+      "members":{
+        "Type":{
+          "shape":"String",
+          "documentation":"<p>The exception type.</p>"
+        },
+        "Message":{
+          "shape":"String",
+          "documentation":"<p>The exception message.</p>"
+        }
+      },
+      "documentation":"<p>Lambda has detected your function being invoked in a recursive loop with other Amazon Web Services resources and stopped your function's invocation.</p>",
+      "error":{
+        "httpStatusCode":400,
+        "senderFault":true
+      },
+      "exception":true
+    },
+    "RecursiveLoop":{
+      "type":"string",
+      "enum":[
+        "Allow",
+        "Terminate"
+      ]
+    },
+    "RemoveLayerVersionPermissionRequest":{
+      "type":"structure",
+      "required":[
+        "LayerName",
+        "VersionNumber",
+        "StatementId"
+      ],
+      "members":{
+        "LayerName":{
+          "shape":"LayerName",
+          "documentation":"<p>The name or Amazon Resource Name (ARN) of the layer.</p>",
+          "location":"uri",
+          "locationName":"LayerName"
+        },
+        "VersionNumber":{
+          "shape":"LayerVersionNumber",
+          "documentation":"<p>The version number.</p>",
+          "location":"uri",
+          "locationName":"VersionNumber"
+        },
+        "StatementId":{
+          "shape":"StatementId",
+          "documentation":"<p>The identifier that was specified when the statement was added.</p>",
+          "location":"uri",
+          "locationName":"StatementId"
+        },
+        "RevisionId":{
+          "shape":"String",
+          "documentation":"<p>Only update the policy if the revision ID matches the ID specified. Use this option to avoid modifying a policy that has changed since you last read it.</p>",
+          "location":"querystring",
+          "locationName":"RevisionId"
+        }
+      }
+    },
+    "RemovePermissionRequest":{
+      "type":"structure",
+      "required":[
+        "FunctionName",
+        "StatementId"
+      ],
+      "members":{
+        "FunctionName":{
+          "shape":"NamespacedFunctionName",
+          "documentation":"<p>The name or ARN of the Lambda function, version, or alias.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> – <code>my-function</code> (name-only), <code>my-function:v1</code> (with alias).</p> </li> <li> <p> <b>Function ARN</b> – <code>arn:aws:lambda:us-west-2:123456789012:function:my-function</code>.</p> </li> <li> <p> <b>Partial ARN</b> – <code>123456789012:function:my-function</code>.</p> </li> </ul> <p>You can append a version number or alias to any of the formats. The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
+          "location":"uri",
+          "locationName":"FunctionName"
+        },
+        "StatementId":{
+          "shape":"NamespacedStatementId",
+          "documentation":"<p>Statement ID of the permission to remove.</p>",
+          "location":"uri",
+          "locationName":"StatementId"
+        },
+        "Qualifier":{
+          "shape":"NumericLatestPublishedOrAliasQualifier",
+          "documentation":"<p>Specify a version or alias to remove permissions from a published version of the function.</p>",
+          "location":"querystring",
+          "locationName":"Qualifier"
+        },
+        "RevisionId":{
+          "shape":"String",
+          "documentation":"<p>Update the policy only if the revision ID matches the ID that's specified. Use this option to avoid modifying a policy that has changed since you last read it.</p>",
+          "location":"querystring",
+          "locationName":"RevisionId"
+        }
+      }
+    },
+    "RequestTooLargeException":{
+      "type":"structure",
+      "members":{
+        "Type":{"shape":"String"},
+        "message":{"shape":"String"}
+      },
+      "documentation":"<p>The request payload exceeded the <code>Invoke</code> request body JSON input quota. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/gettingstarted-limits.html\">Lambda quotas</a>.</p>",
+      "error":{
+        "httpStatusCode":413,
+        "senderFault":true
+      },
+      "exception":true
+    },
+    "ReservedConcurrentExecutions":{
+      "type":"integer",
+      "box":true,
+      "min":0
+    },
+    "ResourceArn":{
+      "type":"string",
+      "pattern":"(arn:(aws[a-zA-Z-]*)?:[a-z0-9-.]+:.*)|()"
+    },
+    "ResourceConflictException":{
+      "type":"structure",
+      "members":{
+        "Type":{
+          "shape":"String",
+          "documentation":"<p>The exception type.</p>"
+        },
+        "message":{
+          "shape":"String",
+          "documentation":"<p>The exception message.</p>"
+        }
+      },
+      "documentation":"<p>The resource already exists, or another operation is in progress.</p>",
+      "error":{
+        "httpStatusCode":409,
+        "senderFault":true
+      },
+      "exception":true
+    },
+    "ResourceInUseException":{
+      "type":"structure",
+      "members":{
+        "Type":{"shape":"String"},
+        "Message":{"shape":"String"}
+      },
+      "documentation":"<p>The operation conflicts with the resource's availability. For example, you tried to update an event source mapping in the CREATING state, or you tried to delete an event source mapping currently UPDATING.</p>",
+      "error":{
+        "httpStatusCode":400,
+        "senderFault":true
+      },
+      "exception":true
+    },
+    "ResourceNotFoundException":{
+      "type":"structure",
+      "members":{
+        "Type":{"shape":"String"},
+        "Message":{"shape":"String"}
+      },
+      "documentation":"<p>The resource specified in the request does not exist.</p>",
+      "error":{
+        "httpStatusCode":404,
+        "senderFault":true
+      },
+      "exception":true
+    },
+    "ResourceNotReadyException":{
+      "type":"structure",
+      "members":{
+        "Type":{
+          "shape":"String",
+          "documentation":"<p>The exception type.</p>"
+        },
+        "message":{
+          "shape":"String",
+          "documentation":"<p>The exception message.</p>"
+        }
+      },
+      "documentation":"<p>The function is inactive and its VPC connection is no longer available. Wait for the VPC connection to reestablish and try again.</p>",
+      "error":{"httpStatusCode":502},
+      "exception":true,
+      "fault":true
+    },
+    "ResponseStreamingInvocationType":{
+      "type":"string",
+      "enum":[
+        "RequestResponse",
+        "DryRun"
+      ]
+    },
+    "RoleArn":{
+      "type":"string",
+      "pattern":"arn:(aws[a-zA-Z-]*)?:iam::\\d{12}:role/?[a-zA-Z_0-9+=,.@\\-_/]+"
+    },
+    "Runtime":{
+      "type":"string",
+      "enum":[
+        "nodejs",
+        "nodejs4.3",
+        "nodejs6.10",
+        "nodejs8.9",
+        "nodejs8.10",
+        "nodejs8.x",
+        "nodejs10.x",
+        "nodejs12.x",
+        "nodejs14.x",
+        "nodejs16.x",
+        "nodejs18.x",
+        "nodejs20.x",
+        "nodejs22.x",
+        "nodejs24.x",
+        "java8",
+        "java8.al2",
+        "java11",
+        "java17",
+        "java21",
+        "java25",
+        "python2.7",
+        "python3.4",
+        "python3.6",
+        "python3.7",
+        "python3.8",
+        "python3.9",
+        "python3.10",
+        "python3.11",
+        "python3.12",
+        "python3.13",
+        "python3.14",
+        "dotnetcore1.0",
+        "dotnetcore2.0",
+        "dotnetcore2.1",
+        "dotnetcore3.1",
+        "dotnet6",
+        "dotnet8",
+        "dotnet10",
+        "nodejs4.3-edge",
+        "python2.7-greengrass",
+        "byol",
+        "go1.9",
+        "go1.x",
+        "ruby2.5",
+        "ruby2.6",
+        "ruby2.7",
+        "ruby3.2",
+        "ruby3.3",
+        "ruby3.4",
+        "provided",
+        "provided.al2",
+        "provided.al2023",
+        "nasa",
+        "nodejs26.x",
+        "ruby3.5",
+        "python3.15"
+      ]
+    },
+    "RuntimeVersionArn":{
+      "type":"string",
+      "max":2048,
+      "min":26,
+      "pattern":"arn:(aws[a-zA-Z-]*):lambda:(eusc-)?[a-z]{2}((-gov)|(-iso(b?)))?-[a-z]+-\\d{1}::runtime:.+"
+    },
+    "RuntimeVersionConfig":{
+      "type":"structure",
+      "members":{
+        "RuntimeVersionArn":{
+          "shape":"RuntimeVersionArn",
+          "documentation":"<p>The ARN of the runtime version you want the function to use.</p>"
+        },
+        "Error":{
+          "shape":"RuntimeVersionError",
+          "documentation":"<p>Error response when Lambda is unable to retrieve the runtime version for a function.</p>"
+        }
+      },
+      "documentation":"<p>The ARN of the runtime and any errors that occured.</p>"
+    },
+    "RuntimeVersionError":{
+      "type":"structure",
+      "members":{
+        "ErrorCode":{
+          "shape":"String",
+          "documentation":"<p>The error code.</p>"
+        },
+        "Message":{
+          "shape":"SensitiveString",
+          "documentation":"<p>The error message.</p>"
+        }
+      },
+      "documentation":"<p>Any error returned when the runtime version information for the function could not be retrieved.</p>"
+    },
+    "S3Bucket":{
+      "type":"string",
+      "max":63,
+      "min":3,
+      "pattern":"[0-9A-Za-z\\.\\-_]*(?<!\\.)"
+    },
+    "S3Key":{
+      "type":"string",
+      "max":1024,
+      "min":1
+    },
+    "S3ObjectVersion":{
+      "type":"string",
+      "max":1024,
+      "min":1
+    },
+    "ScalingConfig":{
+      "type":"structure",
+      "members":{
+        "MaximumConcurrency":{
+          "shape":"MaximumConcurrency",
+          "documentation":"<p>Limits the number of concurrent instances that the Amazon SQS event source can invoke.</p>"
+        }
+      },
+      "documentation":"<p>(Amazon SQS only) The scaling configuration for the event source. To remove the configuration, pass an empty value.</p>"
+    },
+    "SchemaRegistryEventRecordFormat":{
+      "type":"string",
+      "enum":[
+        "JSON",
+        "SOURCE"
+      ]
+    },
+    "SchemaRegistryUri":{
+      "type":"string",
+      "max":10000,
+      "min":1,
+      "pattern":"[a-zA-Z0-9-\\/*:_+=.@-]*"
+    },
+    "SecurityGroupId":{"type":"string"},
+    "SecurityGroupIds":{
+      "type":"list",
+      "member":{"shape":"SecurityGroupId"},
+      "max":5,
+      "min":0
+    },
+    "SelfManagedEventSource":{
+      "type":"structure",
+      "members":{
+        "Endpoints":{
+          "shape":"Endpoints",
+          "documentation":"<p>The list of bootstrap servers for your Kafka brokers in the following format: <code>\"KAFKA_BOOTSTRAP_SERVERS\": [\"abc.xyz.com:xxxx\",\"abc2.xyz.com:xxxx\"]</code>.</p>"
+        }
+      },
+      "documentation":"<p>The self-managed Apache Kafka cluster for your event source.</p>"
+    },
+    "SelfManagedKafkaEventSourceConfig":{
+      "type":"structure",
+      "members":{
+        "ConsumerGroupId":{
+          "shape":"URI",
+          "documentation":"<p> The identifier for the Kafka consumer group to join. The consumer group ID must be unique among all your Kafka event sources. After creating a Kafka event source mapping with the consumer group ID specified, you cannot update this value. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-kafka-process.html#services-smaa-topic-add\">Customizable consumer group ID</a>.</p>"
+        },
+        "SchemaRegistryConfig":{
+          "shape":"KafkaSchemaRegistryConfig",
+          "documentation":"<p>Specific configuration settings for a Kafka schema registry.</p>"
+        }
+      },
+      "documentation":"<p>Specific configuration settings for a self-managed Apache Kafka event source.</p>"
+    },
+    "SensitiveString":{
+      "type":"string",
+      "sensitive":true
+    },
+    "SerializedRequestEntityTooLargeException":{
+      "type":"structure",
+      "members":{
+        "Type":{"shape":"String"},
+        "message":{"shape":"String"}
+      },
+      "error":{
+        "httpStatusCode":413,
+        "senderFault":true
+      },
+      "exception":true
+    },
+    "ServiceException":{
+      "type":"structure",
+      "members":{
+        "Type":{"shape":"String"},
+        "Message":{"shape":"String"}
+      },
+      "documentation":"<p>The Lambda service encountered an internal error.</p>",
+      "error":{"httpStatusCode":500},
+      "exception":true,
+      "fault":true
+    },
+    "SigningProfileVersionArns":{
+      "type":"list",
+      "member":{"shape":"Arn"},
+      "max":20,
+      "min":1
+    },
+    "SnapStart":{
+      "type":"structure",
+      "members":{
+        "ApplyOn":{
+          "shape":"SnapStartApplyOn",
+          "documentation":"<p>Set to <code>PublishedVersions</code> to create a snapshot of the initialized execution environment when you publish a function version.</p>"
+        }
+      },
+      "documentation":"<p>The function's <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/snapstart.html\">Lambda SnapStart</a> setting. Set <code>ApplyOn</code> to <code>PublishedVersions</code> to create a snapshot of the initialized execution environment when you publish a function version.</p>"
+    },
+    "SnapStartApplyOn":{
+      "type":"string",
+      "enum":[
+        "PublishedVersions",
+        "None"
+      ]
+    },
+    "SnapStartException":{
+      "type":"structure",
+      "members":{
+        "Type":{"shape":"String"},
+        "Message":{"shape":"String"}
+      },
+      "documentation":"<p>The <code>afterRestore()</code> <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/snapstart-runtime-hooks.html\">runtime hook</a> encountered an error. For more information, check the Amazon CloudWatch logs.</p>",
+      "error":{
+        "httpStatusCode":400,
+        "senderFault":true
+      },
+      "exception":true
+    },
+    "SnapStartNotReadyException":{
+      "type":"structure",
+      "members":{
+        "Type":{"shape":"String"},
+        "Message":{"shape":"String"}
+      },
+      "documentation":"<p>Lambda is initializing your function. You can invoke the function when the <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/functions-states.html\">function state</a> becomes <code>Active</code>.</p>",
+      "error":{
+        "httpStatusCode":409,
+        "senderFault":true
+      },
+      "exception":true
+    },
+    "SnapStartOptimizationStatus":{
+      "type":"string",
+      "enum":[
+        "On",
+        "Off"
+      ]
+    },
+    "SnapStartResponse":{
+      "type":"structure",
+      "members":{
+        "ApplyOn":{
+          "shape":"SnapStartApplyOn",
+          "documentation":"<p>When set to <code>PublishedVersions</code>, Lambda creates a snapshot of the execution environment when you publish a function version.</p>"
+        },
+        "OptimizationStatus":{
+          "shape":"SnapStartOptimizationStatus",
+          "documentation":"<p>When you provide a <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-versions.html#versioning-versions-using\">qualified Amazon Resource Name (ARN)</a>, this response element indicates whether SnapStart is activated for the specified function version.</p>"
+        }
+      },
+      "documentation":"<p>The function's <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/snapstart.html\">SnapStart</a> setting.</p>"
+    },
+    "SnapStartTimeoutException":{
+      "type":"structure",
+      "members":{
+        "Type":{"shape":"String"},
+        "Message":{"shape":"String"}
+      },
+      "documentation":"<p>Lambda couldn't restore the snapshot within the timeout limit.</p>",
+      "error":{
+        "httpStatusCode":408,
+        "senderFault":true
+      },
+      "exception":true
+    },
+    "SourceAccessConfiguration":{
+      "type":"structure",
+      "members":{
+        "Type":{
+          "shape":"SourceAccessType",
+          "documentation":"<p>The type of authentication protocol, VPC components, or virtual host for your event source. For example: <code>\"Type\":\"SASL_SCRAM_512_AUTH\"</code>.</p> <ul> <li> <p> <code>BASIC_AUTH</code> – (Amazon MQ) The Secrets Manager secret that stores your broker credentials.</p> </li> <li> <p> <code>BASIC_AUTH</code> – (Self-managed Apache Kafka) The Secrets Manager ARN of your secret key used for SASL/PLAIN authentication of your Apache Kafka brokers.</p> </li> <li> <p> <code>VPC_SUBNET</code> – (Self-managed Apache Kafka) The subnets associated with your VPC. Lambda connects to these subnets to fetch data from your self-managed Apache Kafka cluster.</p> </li> <li> <p> <code>VPC_SECURITY_GROUP</code> – (Self-managed Apache Kafka) The VPC security group used to manage access to your self-managed Apache Kafka brokers.</p> </li> <li> <p> <code>SASL_SCRAM_256_AUTH</code> – (Self-managed Apache Kafka) The Secrets Manager ARN of your secret key used for SASL SCRAM-256 authentication of your self-managed Apache Kafka brokers.</p> </li> <li> <p> <code>SASL_SCRAM_512_AUTH</code> – (Amazon MSK, Self-managed Apache Kafka) The Secrets Manager ARN of your secret key used for SASL SCRAM-512 authentication of your self-managed Apache Kafka brokers.</p> </li> <li> <p> <code>VIRTUAL_HOST</code> –- (RabbitMQ) The name of the virtual host in your RabbitMQ broker. Lambda uses this RabbitMQ host as the event source. This property cannot be specified in an UpdateEventSourceMapping API call.</p> </li> <li> <p> <code>CLIENT_CERTIFICATE_TLS_AUTH</code> – (Amazon MSK, self-managed Apache Kafka) The Secrets Manager ARN of your secret key containing the certificate chain (X.509 PEM), private key (PKCS#8 PEM), and private key password (optional) used for mutual TLS authentication of your MSK/Apache Kafka brokers.</p> </li> <li> <p> <code>SERVER_ROOT_CA_CERTIFICATE</code> – (Self-managed Apache Kafka) The Secrets Manager ARN of your secret key containing the root CA certificate (X.509 PEM) used for TLS encryption of your Apache Kafka brokers. </p> </li> </ul>"
+        },
+        "URI":{
+          "shape":"URI",
+          "documentation":"<p>The value for your chosen configuration in <code>Type</code>. For example: <code>\"URI\": \"arn:aws:secretsmanager:us-east-1:01234567890:secret:MyBrokerSecretName\"</code>.</p>"
+        }
+      },
+      "documentation":"<p>To secure and define access to your event source, you can specify the authentication protocol, VPC components, or virtual host.</p>"
+    },
+    "SourceAccessConfigurations":{
+      "type":"list",
+      "member":{"shape":"SourceAccessConfiguration"},
+      "max":22,
+      "min":0
+    },
+    "SourceAccessType":{
+      "type":"string",
+      "enum":[
+        "BASIC_AUTH",
+        "VPC_SUBNET",
+        "VPC_SECURITY_GROUP",
+        "SASL_SCRAM_512_AUTH",
+        "SASL_SCRAM_256_AUTH",
+        "VIRTUAL_HOST",
+        "CLIENT_CERTIFICATE_TLS_AUTH",
+        "SERVER_ROOT_CA_CERTIFICATE"
+      ]
+    },
+    "SourceOwner":{
+      "type":"string",
+      "max":12,
+      "min":0,
+      "pattern":"\\d{12}"
+    },
+    "State":{
+      "type":"string",
+      "enum":[
+        "Pending",
+        "Active",
+        "Inactive",
+        "Failed",
+        "Deactivating",
+        "Deactivated",
+        "ActiveNonInvocable",
+        "Deleting"
+      ]
+    },
+    "StateReason":{"type":"string"},
+    "StateReasonCode":{
+      "type":"string",
+      "enum":[
+        "Idle",
+        "Creating",
+        "Restoring",
+        "EniLimitExceeded",
+        "InsufficientRolePermissions",
+        "InvalidConfiguration",
+        "InternalError",
+        "SubnetOutOfIPAddresses",
+        "InvalidSubnet",
+        "InvalidSecurityGroup",
+        "ImageDeleted",
+        "ImageAccessDenied",
+        "InvalidImage",
+        "KMSKeyAccessDenied",
+        "KMSKeyNotFound",
+        "InvalidStateKMSKey",
+        "DisabledKMSKey",
+        "EFSIOError",
+        "EFSMountConnectivityError",
+        "EFSMountFailure",
+        "EFSMountTimeout",
+        "InvalidRuntime",
+        "InvalidZipFileException",
+        "FunctionError",
+        "VcpuLimitExceeded",
+        "CapacityProviderScalingLimitExceeded",
+        "InsufficientCapacity",
+        "EC2RequestLimitExceeded",
+        "FunctionError.InitTimeout",
+        "FunctionError.RuntimeInitError",
+        "FunctionError.ExtensionInitError",
+        "FunctionError.InvalidEntryPoint",
+        "FunctionError.InvalidWorkingDirectory",
+        "FunctionError.PermissionDenied",
+        "FunctionError.TooManyExtensions",
+        "FunctionError.InitResourceExhausted"
+      ]
+    },
+    "StatementId":{
+      "type":"string",
+      "max":100,
+      "min":1,
+      "pattern":"([a-zA-Z0-9-_]+)"
+    },
+    "String":{"type":"string"},
+    "StringList":{
+      "type":"list",
+      "member":{"shape":"String"},
+      "max":1500,
+      "min":0
+    },
+    "SubnetIPAddressLimitReachedException":{
+      "type":"structure",
+      "members":{
+        "Type":{"shape":"String"},
+        "Message":{"shape":"String"}
+      },
+      "documentation":"<p>Lambda couldn't set up VPC access for the Lambda function because one or more configured subnets has no available IP addresses.</p>",
+      "error":{"httpStatusCode":502},
+      "exception":true,
+      "fault":true
+    },
+    "SubnetId":{"type":"string"},
+    "SubnetIds":{
+      "type":"list",
+      "member":{"shape":"SubnetId"},
+      "max":16,
+      "min":0
+    },
+    "SystemLogLevel":{
+      "type":"string",
+      "enum":[
+        "DEBUG",
+        "INFO",
+        "WARN"
+      ]
+    },
+    "TagKey":{"type":"string"},
+    "TagKeyList":{
+      "type":"list",
+      "member":{"shape":"TagKey"}
+    },
+    "TagResourceRequest":{
+      "type":"structure",
+      "required":[
+        "Resource",
+        "Tags"
+      ],
+      "members":{
+        "Resource":{
+          "shape":"TaggableResource",
+          "documentation":"<p>The resource's Amazon Resource Name (ARN).</p>",
+          "location":"uri",
+          "locationName":"Resource"
+        },
+        "Tags":{
+          "shape":"Tags",
+          "documentation":"<p>A list of tags to apply to the resource.</p>"
+        }
+      }
+    },
+    "TagValue":{"type":"string"},
+    "TaggableResource":{
+      "type":"string",
+      "max":256,
+      "min":1,
+      "pattern":"arn:(aws[a-zA-Z-]*):lambda:(eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:\\d{12}:(function:[a-zA-Z0-9-_]+(:(\\$LATEST|[a-zA-Z0-9-_]+))?|code-signing-config:csc-[a-z0-9]{17}|event-source-mapping:[0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{12}|capacity-provider:[a-zA-Z0-9-_]+)"
+    },
+    "Tags":{
+      "type":"map",
+      "key":{"shape":"TagKey"},
+      "value":{"shape":"TagValue"}
+    },
+    "TagsError":{
+      "type":"structure",
+      "required":[
+        "ErrorCode",
+        "Message"
+      ],
+      "members":{
+        "ErrorCode":{
+          "shape":"TagsErrorCode",
+          "documentation":"<p>The error code.</p>"
+        },
+        "Message":{
+          "shape":"TagsErrorMessage",
+          "documentation":"<p>The error message.</p>"
+        }
+      },
+      "documentation":"<p>An object that contains details about an error related to retrieving tags.</p>"
+    },
+    "TagsErrorCode":{
+      "type":"string",
+      "max":21,
+      "min":10,
+      "pattern":"[A-Za-z]+Exception"
+    },
+    "TagsErrorMessage":{
+      "type":"string",
+      "max":1000,
+      "min":84,
+      "pattern":".*"
+    },
+    "TargetTrackingScalingPolicy":{
+      "type":"structure",
+      "required":[
+        "PredefinedMetricType",
+        "TargetValue"
+      ],
+      "members":{
+        "PredefinedMetricType":{"shape":"CapacityProviderPredefinedMetricType"},
+        "TargetValue":{"shape":"MetricTargetValue"}
+      }
+    },
+    "ThrottleReason":{
+      "type":"string",
+      "enum":[
+        "ConcurrentInvocationLimitExceeded",
+        "FunctionInvocationRateLimitExceeded",
+        "ReservedFunctionConcurrentInvocationLimitExceeded",
+        "ReservedFunctionInvocationRateLimitExceeded",
+        "CallerRateLimitExceeded",
+        "ConcurrentSnapshotCreateLimitExceeded"
+      ]
+    },
+    "Timeout":{
+      "type":"integer",
+      "box":true,
+      "min":1
+    },
+    "Timestamp":{"type":"string"},
+    "TooManyRequestsException":{
+      "type":"structure",
+      "members":{
+        "retryAfterSeconds":{
+          "shape":"String",
+          "documentation":"<p>The number of seconds the caller should wait before retrying.</p>",
+          "location":"header",
+          "locationName":"Retry-After"
+        },
+        "Type":{"shape":"String"},
+        "message":{"shape":"String"},
+        "Reason":{"shape":"ThrottleReason"}
+      },
+      "documentation":"<p>The request throughput limit was exceeded. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/gettingstarted-limits.html#api-requests\">Lambda quotas</a>.</p>",
+      "error":{
+        "httpStatusCode":429,
+        "senderFault":true
+      },
+      "exception":true
+    },
+    "Topic":{
+      "type":"string",
+      "max":249,
+      "min":1,
+      "pattern":"[^.]([a-zA-Z0-9\\-_.]+)"
+    },
+    "Topics":{
+      "type":"list",
+      "member":{"shape":"Topic"},
+      "max":1,
+      "min":1
+    },
+    "TracingConfig":{
+      "type":"structure",
+      "members":{
+        "Mode":{
+          "shape":"TracingMode",
+          "documentation":"<p>The tracing mode.</p>"
+        }
+      },
+      "documentation":"<p>The function's <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/services-xray.html\">X-Ray</a> tracing configuration. To sample and record incoming requests, set <code>Mode</code> to <code>Active</code>.</p>"
+    },
+    "TracingConfigResponse":{
+      "type":"structure",
+      "members":{
+        "Mode":{
+          "shape":"TracingMode",
+          "documentation":"<p>The tracing mode.</p>"
+        }
+      },
+      "documentation":"<p>The function's X-Ray tracing configuration.</p>"
+    },
+    "TracingMode":{
+      "type":"string",
+      "enum":[
+        "Active",
+        "PassThrough"
+      ]
+    },
+    "TumblingWindowInSeconds":{
+      "type":"integer",
+      "box":true,
+      "max":900,
+      "min":0
+    },
+    "URI":{
+      "type":"string",
+      "max":200,
+      "min":1,
+      "pattern":"[a-zA-Z0-9-\\/*:_+=.@-]*"
+    },
+    "UnqualifiedFunctionName":{
+      "type":"string",
+      "max":140,
+      "min":1,
+      "pattern":"(arn:(aws[a-zA-Z-]*)?:lambda:)?((eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_]+)"
+    },
+    "UnreservedConcurrentExecutions":{
+      "type":"integer",
+      "box":true,
+      "min":0
+    },
+    "UnsupportedMediaTypeException":{
+      "type":"structure",
+      "members":{
+        "Type":{"shape":"String"},
+        "message":{"shape":"String"}
+      },
+      "documentation":"<p>The content type of the <code>Invoke</code> request body is not JSON.</p>",
+      "error":{
+        "httpStatusCode":415,
+        "senderFault":true
+      },
+      "exception":true
+    },
+    "UntagResourceRequest":{
+      "type":"structure",
+      "required":[
+        "Resource",
+        "TagKeys"
+      ],
+      "members":{
+        "Resource":{
+          "shape":"TaggableResource",
+          "documentation":"<p>The resource's Amazon Resource Name (ARN).</p>",
+          "location":"uri",
+          "locationName":"Resource"
+        },
+        "TagKeys":{
+          "shape":"TagKeyList",
+          "documentation":"<p>A list of tag keys to remove from the resource.</p>",
+          "location":"querystring",
+          "locationName":"tagKeys"
+        }
+      }
+    },
+    "UpdateAliasRequest":{
+      "type":"structure",
+      "required":[
+        "FunctionName",
+        "Name"
+      ],
+      "members":{
+        "FunctionName":{
+          "shape":"FunctionName",
+          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> - <code>MyFunction</code>.</p> </li> <li> <p> <b>Function ARN</b> - <code>arn:aws:lambda:us-west-2:123456789012:function:MyFunction</code>.</p> </li> <li> <p> <b>Partial ARN</b> - <code>123456789012:function:MyFunction</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
+          "location":"uri",
+          "locationName":"FunctionName"
+        },
+        "Name":{
+          "shape":"Alias",
+          "documentation":"<p>The name of the alias.</p>",
+          "location":"uri",
+          "locationName":"Name"
+        },
+        "FunctionVersion":{
+          "shape":"VersionWithLatestPublished",
+          "documentation":"<p>The function version that the alias invokes.</p>"
+        },
+        "Description":{
+          "shape":"Description",
+          "documentation":"<p>A description of the alias.</p>"
+        },
+        "RoutingConfig":{
+          "shape":"AliasRoutingConfiguration",
+          "documentation":"<p>The <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-aliases.html#configuring-alias-routing\">routing configuration</a> of the alias.</p>"
+        },
+        "RevisionId":{
+          "shape":"String",
+          "documentation":"<p>Only update the alias if the revision ID matches the ID that's specified. Use this option to avoid modifying an alias that has changed since you last read it.</p>"
+        }
+      }
+    },
+    "UpdateCapacityProviderRequest":{
+      "type":"structure",
+      "required":["CapacityProviderName"],
+      "members":{
+        "CapacityProviderName":{
+          "shape":"CapacityProviderName",
+          "location":"uri",
+          "locationName":"CapacityProviderName"
+        },
+        "CapacityProviderScalingConfig":{"shape":"CapacityProviderScalingConfig"}
+      }
+    },
+    "UpdateCapacityProviderResponse":{
+      "type":"structure",
+      "required":["CapacityProvider"],
+      "members":{
+        "CapacityProvider":{"shape":"CapacityProvider"}
+      }
+    },
+    "UpdateCodeSigningConfigRequest":{
+      "type":"structure",
+      "required":["CodeSigningConfigArn"],
+      "members":{
+        "CodeSigningConfigArn":{
+          "shape":"CodeSigningConfigArn",
+          "documentation":"<p>The The Amazon Resource Name (ARN) of the code signing configuration.</p>",
+          "location":"uri",
+          "locationName":"CodeSigningConfigArn"
+        },
+        "Description":{
+          "shape":"Description",
+          "documentation":"<p>Descriptive name for this code signing configuration.</p>"
+        },
+        "AllowedPublishers":{
+          "shape":"AllowedPublishers",
+          "documentation":"<p>Signing profiles for this code signing configuration.</p>"
+        },
+        "CodeSigningPolicies":{
+          "shape":"CodeSigningPolicies",
+          "documentation":"<p>The code signing policy.</p>"
+        }
+      }
+    },
+    "UpdateCodeSigningConfigResponse":{
+      "type":"structure",
+      "required":["CodeSigningConfig"],
+      "members":{
+        "CodeSigningConfig":{
+          "shape":"CodeSigningConfig",
+          "documentation":"<p>The code signing configuration</p>"
+        }
+      }
+    },
+    "UpdateEventSourceMappingRequest":{
+      "type":"structure",
+      "required":["UUID"],
+      "members":{
+        "UUID":{
+          "shape":"String",
+          "documentation":"<p>The identifier of the event source mapping.</p>",
+          "location":"uri",
+          "locationName":"UUID"
+        },
+        "FunctionName":{
+          "shape":"NamespacedFunctionName",
+          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> – <code>MyFunction</code>.</p> </li> <li> <p> <b>Function ARN</b> – <code>arn:aws:lambda:us-west-2:123456789012:function:MyFunction</code>.</p> </li> <li> <p> <b>Version or Alias ARN</b> – <code>arn:aws:lambda:us-west-2:123456789012:function:MyFunction:PROD</code>.</p> </li> <li> <p> <b>Partial ARN</b> – <code>123456789012:function:MyFunction</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it's limited to 64 characters in length.</p>"
+        },
+        "Enabled":{
+          "shape":"Enabled",
+          "documentation":"<p>When true, the event source mapping is active. When false, Lambda pauses polling and invocation.</p> <p>Default: True</p>"
+        },
+        "BatchSize":{
+          "shape":"BatchSize",
+          "documentation":"<p>The maximum number of records in each batch that Lambda pulls from your stream or queue and sends to your function. Lambda passes all of the records in the batch to the function in a single call, up to the payload limit for synchronous invocation (6 MB).</p> <ul> <li> <p> <b>Amazon Kinesis</b> – Default 100. Max 10,000.</p> </li> <li> <p> <b>Amazon DynamoDB Streams</b> – Default 100. Max 10,000.</p> </li> <li> <p> <b>Amazon Simple Queue Service</b> – Default 10. For standard queues the max is 10,000. For FIFO queues the max is 10.</p> </li> <li> <p> <b>Amazon Managed Streaming for Apache Kafka</b> – Default 100. Max 10,000.</p> </li> <li> <p> <b>Self-managed Apache Kafka</b> – Default 100. Max 10,000.</p> </li> <li> <p> <b>Amazon MQ (ActiveMQ and RabbitMQ)</b> – Default 100. Max 10,000.</p> </li> <li> <p> <b>DocumentDB</b> – Default 100. Max 10,000.</p> </li> </ul>"
+        },
+        "FilterCriteria":{
+          "shape":"FilterCriteria",
+          "documentation":"<p>An object that defines the filter criteria that determine whether Lambda should process an event. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/invocation-eventfiltering.html\">Lambda event filtering</a>.</p>"
+        },
+        "MaximumBatchingWindowInSeconds":{
+          "shape":"MaximumBatchingWindowInSeconds",
+          "documentation":"<p>The maximum amount of time, in seconds, that Lambda spends gathering records before invoking the function. You can configure <code>MaximumBatchingWindowInSeconds</code> to any value from 0 seconds to 300 seconds in increments of seconds.</p> <p>For Kinesis, DynamoDB, and Amazon SQS event sources, the default batching window is 0 seconds. For Amazon MSK, Self-managed Apache Kafka, Amazon MQ, and DocumentDB event sources, the default batching window is 500 ms. Note that because you can only change <code>MaximumBatchingWindowInSeconds</code> in increments of seconds, you cannot revert back to the 500 ms default batching window after you have changed it. To restore the default batching window, you must create a new event source mapping.</p> <p>Related setting: For Kinesis, DynamoDB, and Amazon SQS event sources, when you set <code>BatchSize</code> to a value greater than 10, you must set <code>MaximumBatchingWindowInSeconds</code> to at least 1.</p>"
+        },
+        "DestinationConfig":{
+          "shape":"DestinationConfig",
+          "documentation":"<p>(Kinesis, DynamoDB Streams, Amazon MSK, and self-managed Kafka only) A configuration object that specifies the destination of an event after Lambda processes it.</p>"
+        },
+        "MaximumRecordAgeInSeconds":{
+          "shape":"MaximumRecordAgeInSeconds",
+          "documentation":"<p>(Kinesis and DynamoDB Streams only) Discard records older than the specified age. The default value is infinite (-1).</p>"
+        },
+        "BisectBatchOnFunctionError":{
+          "shape":"BisectBatchOnFunctionError",
+          "documentation":"<p>(Kinesis and DynamoDB Streams only) If the function returns an error, split the batch in two and retry.</p>"
+        },
+        "MaximumRetryAttempts":{
+          "shape":"MaximumRetryAttemptsEventSourceMapping",
+          "documentation":"<p>(Kinesis and DynamoDB Streams only) Discard records after the specified number of retries. The default value is infinite (-1). When set to infinite (-1), failed records are retried until the record expires.</p>"
+        },
+        "ParallelizationFactor":{
+          "shape":"ParallelizationFactor",
+          "documentation":"<p>(Kinesis and DynamoDB Streams only) The number of batches to process from each shard concurrently.</p>"
+        },
+        "SourceAccessConfigurations":{
+          "shape":"SourceAccessConfigurations",
+          "documentation":"<p>An array of authentication protocols or VPC components required to secure your event source.</p>"
+        },
+        "TumblingWindowInSeconds":{
+          "shape":"TumblingWindowInSeconds",
+          "documentation":"<p>(Kinesis and DynamoDB Streams only) The duration in seconds of a processing window for DynamoDB and Kinesis Streams event sources. A value of 0 seconds indicates no tumbling window.</p>"
+        },
+        "FunctionResponseTypes":{
+          "shape":"FunctionResponseTypeList",
+          "documentation":"<p>(Kinesis, DynamoDB Streams, and Amazon SQS) A list of current response type enums applied to the event source mapping.</p>"
+        },
+        "ScalingConfig":{
+          "shape":"ScalingConfig",
+          "documentation":"<p>(Amazon SQS only) The scaling configuration for the event source. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-sqs.html#events-sqs-max-concurrency\">Configuring maximum concurrency for Amazon SQS event sources</a>.</p>"
+        },
+        "AmazonManagedKafkaEventSourceConfig":{"shape":"AmazonManagedKafkaEventSourceConfig"},
+        "SelfManagedKafkaEventSourceConfig":{"shape":"SelfManagedKafkaEventSourceConfig"},
+        "DocumentDBEventSourceConfig":{
+          "shape":"DocumentDBEventSourceConfig",
+          "documentation":"<p>Specific configuration settings for a DocumentDB event source.</p>"
+        },
+        "KMSKeyArn":{
+          "shape":"KMSKeyArn",
+          "documentation":"<p> The ARN of the Key Management Service (KMS) customer managed key that Lambda uses to encrypt your function's <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/invocation-eventfiltering.html#filtering-basics\">filter criteria</a>. By default, Lambda does not encrypt your filter criteria object. Specify this property to encrypt data using your own customer managed key. </p>"
+        },
+        "MetricsConfig":{
+          "shape":"EventSourceMappingMetricsConfig",
+          "documentation":"<p>The metrics configuration for your event source. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/monitoring-metrics-types.html#event-source-mapping-metrics\">Event source mapping metrics</a>.</p>"
+        },
+        "ProvisionedPollerConfig":{
+          "shape":"ProvisionedPollerConfig",
+          "documentation":"<p>(Amazon MSK and self-managed Apache Kafka only) The provisioned mode configuration for the event source. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/invocation-eventsourcemapping.html#invocation-eventsourcemapping-provisioned-mode\">provisioned mode</a>.</p>"
+        }
+      }
+    },
+    "UpdateFunctionCodeRequest":{
+      "type":"structure",
+      "required":["FunctionName"],
+      "members":{
+        "FunctionName":{
+          "shape":"FunctionName",
+          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> – <code>my-function</code>.</p> </li> <li> <p> <b>Function ARN</b> – <code>arn:aws:lambda:us-west-2:123456789012:function:my-function</code>.</p> </li> <li> <p> <b>Partial ARN</b> – <code>123456789012:function:my-function</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
+          "location":"uri",
+          "locationName":"FunctionName"
+        },
+        "ZipFile":{
+          "shape":"Blob",
+          "documentation":"<p>The base64-encoded contents of the deployment package. Amazon Web Services SDK and CLI clients handle the encoding for you. Use only with a function defined with a .zip file archive deployment package.</p>"
+        },
+        "S3Bucket":{
+          "shape":"S3Bucket",
+          "documentation":"<p>An Amazon S3 bucket in the same Amazon Web Services Region as your function. The bucket can be in a different Amazon Web Services account. Use only with a function defined with a .zip file archive deployment package.</p>"
+        },
+        "S3Key":{
+          "shape":"S3Key",
+          "documentation":"<p>The Amazon S3 key of the deployment package. Use only with a function defined with a .zip file archive deployment package.</p>"
+        },
+        "S3ObjectVersion":{
+          "shape":"S3ObjectVersion",
+          "documentation":"<p>For versioned objects, the version of the deployment package object to use.</p>"
+        },
+        "ImageUri":{
+          "shape":"String",
+          "documentation":"<p>URI of a container image in the Amazon ECR registry. Do not use for a function defined with a .zip file archive.</p>"
+        },
+        "Publish":{
+          "shape":"Boolean",
+          "documentation":"<p>Set to true to publish a new version of the function after updating the code. This has the same effect as calling <a>PublishVersion</a> separately.</p>"
+        },
+        "DryRun":{
+          "shape":"Boolean",
+          "documentation":"<p>Set to true to validate the request parameters and access permissions without modifying the function code.</p>"
+        },
+        "RevisionId":{
+          "shape":"String",
+          "documentation":"<p>Update the function only if the revision ID matches the ID that's specified. Use this option to avoid modifying a function that has changed since you last read it.</p>"
+        },
+        "Architectures":{
+          "shape":"ArchitecturesList",
+          "documentation":"<p>The instruction set architecture that the function supports. Enter a string array with one of the valid values (arm64 or x86_64). The default value is <code>x86_64</code>.</p>"
+        },
+        "SourceKMSKeyArn":{
+          "shape":"KMSKeyArn",
+          "documentation":"<p>The ARN of the Key Management Service (KMS) customer managed key that's used to encrypt your function's .zip deployment package. If you don't provide a customer managed key, Lambda uses an Amazon Web Services managed key.</p>"
+        },
+        "PublishTo":{"shape":"FunctionVersionLatestPublished"}
+      }
+    },
+    "UpdateFunctionConfigurationRequest":{
+      "type":"structure",
+      "required":["FunctionName"],
+      "members":{
+        "FunctionName":{
+          "shape":"FunctionName",
+          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> – <code>my-function</code>.</p> </li> <li> <p> <b>Function ARN</b> – <code>arn:aws:lambda:us-west-2:123456789012:function:my-function</code>.</p> </li> <li> <p> <b>Partial ARN</b> – <code>123456789012:function:my-function</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
+          "location":"uri",
+          "locationName":"FunctionName"
+        },
+        "Role":{
+          "shape":"RoleArn",
+          "documentation":"<p>The Amazon Resource Name (ARN) of the function's execution role.</p>"
+        },
+        "Handler":{
+          "shape":"Handler",
+          "documentation":"<p>The name of the method within your code that Lambda calls to run your function. Handler is required if the deployment package is a .zip file archive. The format includes the file name. It can also include namespaces and other qualifiers, depending on the runtime. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/foundation-progmodel.html\">Lambda programming model</a>.</p>"
+        },
+        "Description":{
+          "shape":"Description",
+          "documentation":"<p>A description of the function.</p>"
+        },
+        "Timeout":{
+          "shape":"Timeout",
+          "documentation":"<p>The amount of time (in seconds) that Lambda allows a function to run before stopping it. The default is 3 seconds. The maximum allowed value is 900 seconds. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/runtimes-context.html\">Lambda execution environment</a>.</p>"
+        },
+        "MemorySize":{
+          "shape":"MemorySize",
+          "documentation":"<p>The amount of <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-function-common.html#configuration-memory-console\">memory available to the function</a> at runtime. Increasing the function memory also increases its CPU allocation. The default value is 128 MB. The value can be any multiple of 1 MB.</p>"
+        },
+        "VpcConfig":{
+          "shape":"VpcConfig",
+          "documentation":"<p>For network connectivity to Amazon Web Services resources in a VPC, specify a list of security groups and subnets in the VPC. When you connect a function to a VPC, it can access resources and the internet only through that VPC. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-vpc.html\">Configuring a Lambda function to access resources in a VPC</a>.</p>"
+        },
+        "Environment":{
+          "shape":"Environment",
+          "documentation":"<p>Environment variables that are accessible from function code during execution.</p>"
+        },
+        "Runtime":{
+          "shape":"Runtime",
+          "documentation":"<p>The identifier of the function's <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/lambda-runtimes.html\"> runtime</a>. Runtime is required if the deployment package is a .zip file archive. Specifying a runtime results in an error if you're deploying a function using a container image.</p> <p>The following list includes deprecated runtimes. Lambda blocks creating new functions and updating existing functions shortly after each runtime is deprecated. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/lambda-runtimes.html#runtime-deprecation-levels\">Runtime use after deprecation</a>.</p> <p>For a list of all currently supported runtimes, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/lambda-runtimes.html#runtimes-supported\">Supported runtimes</a>.</p>"
+        },
+        "DeadLetterConfig":{
+          "shape":"DeadLetterConfig",
+          "documentation":"<p>A dead-letter queue configuration that specifies the queue or topic where Lambda sends asynchronous events when they fail processing. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/invocation-async.html#invocation-dlq\">Dead-letter queues</a>.</p>"
+        },
+        "KMSKeyArn":{
+          "shape":"KMSKeyArn",
+          "documentation":"<p>The ARN of the Key Management Service (KMS) customer managed key that's used to encrypt the following resources:</p> <ul> <li> <p>The function's <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-envvars.html#configuration-envvars-encryption\">environment variables</a>.</p> </li> <li> <p>The function's <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/snapstart-security.html\">Lambda SnapStart</a> snapshots.</p> </li> <li> <p>When used with <code>SourceKMSKeyArn</code>, the unzipped version of the .zip deployment package that's used for function invocations. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/encrypt-zip-package.html#enable-zip-custom-encryption\"> Specifying a customer managed key for Lambda</a>.</p> </li> <li> <p>The optimized version of the container image that's used for function invocations. Note that this is not the same key that's used to protect your container image in the Amazon Elastic Container Registry (Amazon ECR). For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/images-create.html#images-lifecycle\">Function lifecycle</a>.</p> </li> </ul> <p>If you don't provide a customer managed key, Lambda uses an <a href=\"https://docs.aws.amazon.com/kms/latest/developerguide/concepts.html#aws-owned-cmk\">Amazon Web Services owned key</a> or an <a href=\"https://docs.aws.amazon.com/kms/latest/developerguide/concepts.html#aws-managed-cmk\">Amazon Web Services managed key</a>.</p>"
+        },
+        "TracingConfig":{
+          "shape":"TracingConfig",
+          "documentation":"<p>Set <code>Mode</code> to <code>Active</code> to sample and trace a subset of incoming requests with <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/services-xray.html\">X-Ray</a>.</p>"
+        },
+        "RevisionId":{
+          "shape":"String",
+          "documentation":"<p>Update the function only if the revision ID matches the ID that's specified. Use this option to avoid modifying a function that has changed since you last read it.</p>"
+        },
+        "Layers":{
+          "shape":"LayerList",
+          "documentation":"<p>A list of <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-layers.html\">function layers</a> to add to the function's execution environment. Specify each layer by its ARN, including the version.</p>"
+        },
+        "FileSystemConfigs":{
+          "shape":"FileSystemConfigList",
+          "documentation":"<p>Connection settings for an Amazon EFS file system.</p>"
+        },
+        "ImageConfig":{
+          "shape":"ImageConfig",
+          "documentation":"<p> <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/images-create.html#images-parms\">Container image configuration values</a> that override the values in the container image Docker file.</p>"
+        },
+        "EphemeralStorage":{
+          "shape":"EphemeralStorage",
+          "documentation":"<p>The size of the function's <code>/tmp</code> directory in MB. The default value is 512, but can be any whole number between 512 and 10,240 MB. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-function-common.html#configuration-ephemeral-storage\">Configuring ephemeral storage (console)</a>.</p>"
+        },
+        "SnapStart":{
+          "shape":"SnapStart",
+          "documentation":"<p>The function's <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/snapstart.html\">SnapStart</a> setting.</p>"
+        },
+        "LoggingConfig":{
+          "shape":"LoggingConfig",
+          "documentation":"<p>The function's Amazon CloudWatch Logs configuration settings.</p>"
+        },
+        "CapacityProviderConfig":{"shape":"CapacityProviderConfig"}
+      }
+    },
+    "UpdateFunctionEventInvokeConfigRequest":{
+      "type":"structure",
+      "required":["FunctionName"],
+      "members":{
+        "FunctionName":{
+          "shape":"NamespacedFunctionName",
+          "documentation":"<p>The name or ARN of the Lambda function, version, or alias.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> - <code>my-function</code> (name-only), <code>my-function:v1</code> (with alias).</p> </li> <li> <p> <b>Function ARN</b> - <code>arn:aws:lambda:us-west-2:123456789012:function:my-function</code>.</p> </li> <li> <p> <b>Partial ARN</b> - <code>123456789012:function:my-function</code>.</p> </li> </ul> <p>You can append a version number or alias to any of the formats. The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
+          "location":"uri",
+          "locationName":"FunctionName"
+        },
+        "Qualifier":{
+          "shape":"NumericLatestPublishedOrAliasQualifier",
+          "documentation":"<p>A version number or alias name.</p>",
+          "location":"querystring",
+          "locationName":"Qualifier"
+        },
+        "MaximumRetryAttempts":{
+          "shape":"MaximumRetryAttempts",
+          "documentation":"<p>The maximum number of times to retry when the function returns an error.</p>"
+        },
+        "MaximumEventAgeInSeconds":{
+          "shape":"MaximumEventAgeInSeconds",
+          "documentation":"<p>The maximum age of a request that Lambda sends to a function for processing.</p>"
+        },
+        "DestinationConfig":{
+          "shape":"DestinationConfig",
+          "documentation":"<p>A destination for events after they have been sent to a function for processing.</p> <p class=\"title\"> <b>Destinations</b> </p> <ul> <li> <p> <b>Function</b> - The Amazon Resource Name (ARN) of a Lambda function.</p> </li> <li> <p> <b>Queue</b> - The ARN of a standard SQS queue.</p> </li> <li> <p> <b>Bucket</b> - The ARN of an Amazon S3 bucket.</p> </li> <li> <p> <b>Topic</b> - The ARN of a standard SNS topic.</p> </li> <li> <p> <b>Event Bus</b> - The ARN of an Amazon EventBridge event bus.</p> </li> </ul> <note> <p>S3 buckets are supported only for on-failure destinations. To retain records of successful invocations, use another destination type.</p> </note>"
+        }
+      }
+    },
+    "UpdateFunctionUrlConfigRequest":{
+      "type":"structure",
+      "required":["FunctionName"],
+      "members":{
+        "FunctionName":{
+          "shape":"FunctionName",
+          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> – <code>my-function</code>.</p> </li> <li> <p> <b>Function ARN</b> – <code>arn:aws:lambda:us-west-2:123456789012:function:my-function</code>.</p> </li> <li> <p> <b>Partial ARN</b> – <code>123456789012:function:my-function</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
+          "location":"uri",
+          "locationName":"FunctionName"
+        },
+        "Qualifier":{
+          "shape":"FunctionUrlQualifier",
+          "documentation":"<p>The alias name.</p>",
+          "location":"querystring",
+          "locationName":"Qualifier"
+        },
+        "AuthType":{
+          "shape":"FunctionUrlAuthType",
+          "documentation":"<p>The type of authentication that your function URL uses. Set to <code>AWS_IAM</code> if you want to restrict access to authenticated users only. Set to <code>NONE</code> if you want to bypass IAM authentication to create a public endpoint. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/urls-auth.html\">Security and auth model for Lambda function URLs</a>.</p>"
+        },
+        "Cors":{
+          "shape":"Cors",
+          "documentation":"<p>The <a href=\"https://developer.mozilla.org/en-US/docs/Web/HTTP/CORS\">cross-origin resource sharing (CORS)</a> settings for your function URL.</p>"
+        },
+        "InvokeMode":{
+          "shape":"InvokeMode",
+          "documentation":"<p>Use one of the following options:</p> <ul> <li> <p> <code>BUFFERED</code> – This is the default option. Lambda invokes your function using the <code>Invoke</code> API operation. Invocation results are available when the payload is complete. The maximum payload size is 6 MB.</p> </li> <li> <p> <code>RESPONSE_STREAM</code> – Your function streams payload results as they become available. Lambda invokes your function using the <code>InvokeWithResponseStream</code> API operation. The maximum response payload size is 20 MB, however, you can <a href=\"https://docs.aws.amazon.com/servicequotas/latest/userguide/request-quota-increase.html\">request a quota increase</a>.</p> </li> </ul>"
+        }
+      }
+    },
+    "UpdateFunctionUrlConfigResponse":{
+      "type":"structure",
+      "required":[
+        "FunctionUrl",
+        "FunctionArn",
+        "AuthType",
+        "CreationTime",
+        "LastModifiedTime"
+      ],
+      "members":{
+        "FunctionUrl":{
+          "shape":"FunctionUrl",
+          "documentation":"<p>The HTTP URL endpoint for your function.</p>"
+        },
+        "FunctionArn":{
+          "shape":"FunctionArn",
+          "documentation":"<p>The Amazon Resource Name (ARN) of your function.</p>"
+        },
+        "AuthType":{
+          "shape":"FunctionUrlAuthType",
+          "documentation":"<p>The type of authentication that your function URL uses. Set to <code>AWS_IAM</code> if you want to restrict access to authenticated users only. Set to <code>NONE</code> if you want to bypass IAM authentication to create a public endpoint. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/urls-auth.html\">Security and auth model for Lambda function URLs</a>.</p>"
+        },
+        "Cors":{
+          "shape":"Cors",
+          "documentation":"<p>The <a href=\"https://developer.mozilla.org/en-US/docs/Web/HTTP/CORS\">cross-origin resource sharing (CORS)</a> settings for your function URL.</p>"
+        },
+        "CreationTime":{
+          "shape":"Timestamp",
+          "documentation":"<p>When the function URL was created, in <a href=\"https://www.w3.org/TR/NOTE-datetime\">ISO-8601 format</a> (YYYY-MM-DDThh:mm:ss.sTZD).</p>"
+        },
+        "LastModifiedTime":{
+          "shape":"Timestamp",
+          "documentation":"<p>When the function URL configuration was last updated, in <a href=\"https://www.w3.org/TR/NOTE-datetime\">ISO-8601 format</a> (YYYY-MM-DDThh:mm:ss.sTZD).</p>"
+        },
+        "InvokeMode":{
+          "shape":"InvokeMode",
+          "documentation":"<p>Use one of the following options:</p> <ul> <li> <p> <code>BUFFERED</code> – This is the default option. Lambda invokes your function using the <code>Invoke</code> API operation. Invocation results are available when the payload is complete. The maximum payload size is 6 MB.</p> </li> <li> <p> <code>RESPONSE_STREAM</code> – Your function streams payload results as they become available. Lambda invokes your function using the <code>InvokeWithResponseStream</code> API operation. The maximum response payload size is 20 MB, however, you can <a href=\"https://docs.aws.amazon.com/servicequotas/latest/userguide/request-quota-increase.html\">request a quota increase</a>.</p> </li> </ul>"
+        }
+      }
+    },
+    "UpdateRuntimeOn":{
+      "type":"string",
+      "enum":[
+        "Auto",
+        "Manual",
+        "FunctionUpdate"
+      ]
+    },
+    "Version":{
+      "type":"string",
+      "max":1024,
+      "min":1,
+      "pattern":"(\\$LATEST|[0-9]+)"
+    },
+    "VersionWithLatestPublished":{
+      "type":"string",
+      "max":1024,
+      "min":1,
+      "pattern":"(\\$LATEST(\\.PUBLISHED)?|[0-9]+)"
+    },
+    "VpcConfig":{
+      "type":"structure",
+      "members":{
+        "SubnetIds":{
+          "shape":"SubnetIds",
+          "documentation":"<p>A list of VPC subnet IDs.</p>"
+        },
+        "SecurityGroupIds":{
+          "shape":"SecurityGroupIds",
+          "documentation":"<p>A list of VPC security group IDs.</p>"
+        },
+        "Ipv6AllowedForDualStack":{
+          "shape":"NullableBoolean",
+          "documentation":"<p>Allows outbound IPv6 traffic on VPC functions that are connected to dual-stack subnets.</p>"
+        }
+      },
+      "documentation":"<p>The VPC security groups and subnets that are attached to a Lambda function. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-vpc.html\">Configuring a Lambda function to access resources in a VPC</a>.</p>"
+    },
+    "VpcConfigResponse":{
+      "type":"structure",
+      "members":{
+        "SubnetIds":{
+          "shape":"SubnetIds",
+          "documentation":"<p>A list of VPC subnet IDs.</p>"
+        },
+        "SecurityGroupIds":{
+          "shape":"SecurityGroupIds",
+          "documentation":"<p>A list of VPC security group IDs.</p>"
+        },
+        "VpcId":{
+          "shape":"VpcId",
+          "documentation":"<p>The ID of the VPC.</p>"
+        },
+        "Ipv6AllowedForDualStack":{
+          "shape":"NullableBoolean",
+          "documentation":"<p>Allows outbound IPv6 traffic on VPC functions that are connected to dual-stack subnets.</p>"
+        }
+      },
+      "documentation":"<p>The VPC security groups and subnets that are attached to a Lambda function.</p>"
+    },
+    "VpcId":{"type":"string"},
+    "Weight":{
+      "type":"double",
+      "max":1.0,
+      "min":0.0
+    },
+    "WorkingDirectory":{
+      "type":"string",
+      "max":1000,
+      "min":0
+    }
+  },
+  "documentation":"<p><fullname>Lambda</fullname> <p> <b>Overview</b> </p> <p>Lambda is a compute service that lets you run code without provisioning or managing servers. Lambda runs your code on a high-availability compute infrastructure and performs all of the administration of the compute resources, including server and operating system maintenance, capacity provisioning and automatic scaling, code monitoring and logging. With Lambda, you can run code for virtually any type of application or backend service. For more information about the Lambda service, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/welcome.html\">What is Lambda</a> in the <b>Lambda Developer Guide</b>.</p> <p>The <i>Lambda API Reference</i> provides information about each of the API methods, including details about the parameters in each API request and response. </p> <p/> <p>You can use Software Development Kits (SDKs), Integrated Development Environment (IDE) Toolkits, and command line tools to access the API. For installation instructions, see <a href=\"http://aws.amazon.com/tools/\">Tools for Amazon Web Services</a>. </p> <p>For a list of Region-specific endpoints that Lambda supports, see <a href=\"https://docs.aws.amazon.com/general/latest/gr/lambda-service.html\">Lambda endpoints and quotas </a> in the <i>Amazon Web Services General Reference.</i>. </p> <p>When making the API calls, you will need to authenticate your request by providing a signature. Lambda supports signature version 4. For more information, see <a href=\"https://docs.aws.amazon.com/general/latest/gr/signature-version-4.html\">Signature Version 4 signing process</a> in the <i>Amazon Web Services General Reference.</i>. </p> <p> <b>CA certificates</b> </p> <p>Because Amazon Web Services SDKs use the CA certificates from your computer, changes to the certificates on the Amazon Web Services servers can cause connection failures when you attempt to use an SDK. You can prevent these failures by keeping your computer's CA certificates and operating system up-to-date. If you encounter this issue in a corporate environment and do not manage your own computer, you might need to ask an administrator to assist with the update process. The following list shows minimum operating system and Java versions:</p> <ul> <li> <p>Microsoft Windows versions that have updates from January 2005 or later installed contain at least one of the required CAs in their trust list. </p> </li> <li> <p>Mac OS X 10.4 with Java for Mac OS X 10.4 Release 5 (February 2007), Mac OS X 10.5 (October 2007), and later versions contain at least one of the required CAs in their trust list. </p> </li> <li> <p>Red Hat Enterprise Linux 5 (March 2007), 6, and 7 and CentOS 5, 6, and 7 all contain at least one of the required CAs in their default trusted CA list. </p> </li> <li> <p>Java 1.4.2_12 (May 2006), 5 Update 2 (March 2005), and all later versions, including Java 6 (December 2006), 7, and 8, contain at least one of the required CAs in their default trusted CA list. </p> </li> </ul> <p>When accessing the Lambda management console or Lambda API endpoints, whether through browsers or programmatically, you will need to ensure your client machines support any of the following CAs: </p> <ul> <li> <p>Amazon Root CA 1</p> </li> <li> <p>Starfield Services Root Certificate Authority - G2</p> </li> <li> <p>Starfield Class 2 Certification Authority</p> </li> </ul> <p>Root certificates from the first two authorities are available from <a href=\"https://www.amazontrust.com/repository/\">Amazon trust services</a>, but keeping your computer up-to-date is the more straightforward solution. To learn more about ACM-provided certificates, see <a href=\"http://aws.amazon.com/certificate-manager/faqs/#certificates\">Amazon Web Services Certificate Manager FAQs.</a> </p></p>"
+}
diff --git a/localstack-core/localstack/services/lambda_/api_utils.py b/localstack-core/localstack/services/lambda_/api_utils.py
index 48cb174804518..0f1a8a1ba4a0f 100644
--- a/localstack-core/localstack/services/lambda_/api_utils.py
+++ b/localstack-core/localstack/services/lambda_/api_utils.py
@@ -3,6 +3,8 @@
 """
 
 import datetime
+import hashlib
+import json
 import random
 import re
 import string
@@ -62,13 +64,14 @@
     r"^$|arn:(aws[a-zA-Z0-9-]*):([a-zA-Z0-9\-])+:([a-z]{2}(-gov)?-[a-z]+-\d{1})?:(\d{12})?:(.*)"
 )
 
+# TODO: what's the difference between AWS_FUNCTION_NAME_REGEX and FUNCTION_NAME_REGEX? Can we unify?
 AWS_FUNCTION_NAME_REGEX = re.compile(
-    "^(arn:(aws[a-zA-Z-]*)?:lambda:)?([a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_.]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?$"
+    "^(arn:(aws[a-zA-Z-]*)?:lambda:)?([a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_.]+)(:(\\$LATEST(\\.PUBLISHED)?|[a-zA-Z0-9-_]+))?$"
 )
 
 # Pattern for extracting various attributes from a full or partial ARN or just a function name.
 FUNCTION_NAME_REGEX = re.compile(
-    r"(arn:(aws[a-zA-Z-]*):lambda:)?((?P<region>[a-z]{2}(-gov)?-[a-z]+-\d{1}):)?(?:(?P<account>\d{12}):)?(function:)?(?P<name>[a-zA-Z0-9-_\.]+)(:(?P<qualifier>\$LATEST|[a-zA-Z0-9-_]+))?"
+    r"(arn:(aws[a-zA-Z-]*):lambda:)?((?P<region>[a-z]{2}(-gov)?-[a-z]+-\d{1}):)?(?:(?P<account>\d{12}):)?(function:)?(?P<name>[a-zA-Z0-9-_\.]+)(:(?P<qualifier>\$LATEST(\.PUBLISHED)?|[a-zA-Z0-9-_]+))?"
 )  # also length 1-170 incl.
 # Pattern for a lambda function handler
 HANDLER_REGEX = re.compile(r"[^\s]+")
@@ -86,9 +89,11 @@
 SIGNING_PROFILE_VERSION_ARN_REGEX = re.compile(
     r"arn:(aws[a-zA-Z0-9-]*):([a-zA-Z0-9\-])+:([a-z]{2}(-gov)?-[a-z]+-\d{1})?:(\d{12})?:(.*)"
 )
-# Combined pattern for alias and version based on AWS error using "(|[a-zA-Z0-9$_-]+)"
-QUALIFIER_REGEX = re.compile(r"(^[a-zA-Z0-9$_-]+$)")
+# Combined pattern for alias and version based on AWS error using "\\$(LATEST(\\.PUBLISHED)?)|[a-zA-Z0-9-_$]+"
+# This regex is based on the snapshotted validation message, just removing the double \\ before $LATEST
+QUALIFIER_REGEX = re.compile(r"^\$(LATEST(\\.PUBLISHED)?)|[a-zA-Z0-9-_$]+$")
 # Pattern for a version qualifier
+# TODO: do we need to consider $LATEST.PUBLISHED here?
 VERSION_REGEX = re.compile(r"^[0-9]+$")
 # Pattern for an alias qualifier
 # Rules: https://docs.aws.amazon.com/lambda/latest/dg/API_CreateAlias.html#SSS-CreateAlias-request-Name
@@ -107,36 +112,42 @@
 # An unordered list of all Lambda CPU architectures supported by LocalStack.
 ARCHITECTURES = [Architecture.arm64, Architecture.x86_64]
 
-# ARN pattern returned in validation exception messages.
-# Some excpetions from AWS return a '\.' in the function name regex
-# pattern therefore we can sub this value in when appropriate.
-ARN_NAME_PATTERN_VALIDATION_TEMPLATE = "(arn:(aws[a-zA-Z-]*)?:lambda:)?([a-z]{{2}}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{{1}}:)?(\\d{{12}}:)?(function:)?([a-zA-Z0-9-_{0}]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
+# ARN patterns returned in validation exception messages
+ARN_NAME_PATTERN_GET = r"(arn:(aws[a-zA-Z-]*)?:lambda:)?((eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\d{1}:)?(\d{12}:)?(function:)?([a-zA-Z0-9-_\.]+)(:(\$LATEST(\.PUBLISHED)?|[a-zA-Z0-9-_]+))?"
+ARN_NAME_PATTERN_CREATE = r"(arn:(aws[a-zA-Z-]*)?:lambda:)?((eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\d{1}:)?(\d{12}:)?(function:)?([a-zA-Z0-9-_]+)(:(\$LATEST|[a-zA-Z0-9-_]+))?"
 
 # AWS response when invalid ARNs are used in Tag operations.
-TAGGABLE_RESOURCE_ARN_PATTERN = "arn:(aws[a-zA-Z-]*):lambda:[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:\\d{12}:(function:[a-zA-Z0-9-_]+(:(\\$LATEST|[a-zA-Z0-9-_]+))?|layer:([a-zA-Z0-9-_]+)|code-signing-config:csc-[a-z0-9]{17}|event-source-mapping:[0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{12})"
+TAGGABLE_RESOURCE_ARN_PATTERN = "arn:(aws[a-zA-Z-]*):lambda:(eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:\\d{12}:(function:[a-zA-Z0-9-_]+(:(\\$LATEST|[a-zA-Z0-9-_]+))?|layer:([a-zA-Z0-9-_]+)|code-signing-config:csc-[a-z0-9]{17}|event-source-mapping:[0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{12}|capacity-provider:[a-zA-Z0-9-_]+)"
 
 
 def validate_function_name(function_name_or_arn: str, operation_type: str):
     function_name, *_ = function_locators_from_arn(function_name_or_arn)
-    arn_name_pattern = ARN_NAME_PATTERN_VALIDATION_TEMPLATE.format("")
+    arn_name_pattern = ARN_NAME_PATTERN_CREATE
     max_length = 170
 
-    match operation_type:
-        case "GetFunction" | "Invoke":
-            arn_name_pattern = ARN_NAME_PATTERN_VALIDATION_TEMPLATE.format(r"\.")
-        case "CreateFunction" if function_name == function_name_or_arn:  # only a function name
+    if operation_type == "GetFunction" or operation_type == "Invoke":
+        arn_name_pattern = ARN_NAME_PATTERN_GET
+    elif operation_type == "CreateFunction":
+        # https://docs.aws.amazon.com/lambda/latest/api/API_CreateFunction.html#lambda-CreateFunction-request-FunctionName
+        if function_name == function_name_or_arn:  # only a function name
             max_length = 64
-        case "CreateFunction" | "DeleteFunction":
+        else:  # full or partial ARN
             max_length = 140
+    elif operation_type == "DeleteFunction":
+        max_length = 140
+        arn_name_pattern = ARN_NAME_PATTERN_GET
 
     validations = []
-    if len(function_name_or_arn) > max_length:
-        constraint = f"Member must have length less than or equal to {max_length}"
+    if not AWS_FUNCTION_NAME_REGEX.match(function_name_or_arn) or not function_name:
+        constraint = f"Member must satisfy regular expression pattern: {arn_name_pattern}"
         validation_msg = f"Value '{function_name_or_arn}' at 'functionName' failed to satisfy constraint: {constraint}"
         validations.append(validation_msg)
+        if not operation_type == "CreateFunction":
+            # Immediately raises rather than summarizing all validations, except for CreateFunction
+            return validations
 
-    if not AWS_FUNCTION_NAME_REGEX.match(function_name_or_arn) or not function_name:
-        constraint = f"Member must satisfy regular expression pattern: {arn_name_pattern}"
+    if len(function_name_or_arn) > max_length:
+        constraint = f"Member must have length less than or equal to {max_length}"
         validation_msg = f"Value '{function_name_or_arn}' at 'functionName' failed to satisfy constraint: {constraint}"
         validations.append(validation_msg)
 
@@ -154,7 +165,7 @@ def validate_qualifier(qualifier: str):
         validations.append(validation_msg)
 
     if not QUALIFIER_REGEX.match(qualifier):
-        constraint = "Member must satisfy regular expression pattern: (|[a-zA-Z0-9$_-]+)"
+        constraint = "Member must satisfy regular expression pattern: \\$(LATEST(\\.PUBLISHED)?)|[a-zA-Z0-9-_$]+"
         validation_msg = (
             f"Value '{qualifier}' at 'qualifier' failed to satisfy constraint: {constraint}"
         )
@@ -571,6 +582,12 @@ def map_config_out(
         optional_kwargs["CodeSize"] = 0
         optional_kwargs["CodeSha256"] = version.config.image.code_sha256
 
+    if version.config.CapacityProviderConfig:
+        optional_kwargs["CapacityProviderConfig"] = version.config.CapacityProviderConfig
+        data = json.dumps(version.config.CapacityProviderConfig, sort_keys=True).encode("utf-8")
+        config_sha_256 = hashlib.sha256(data).hexdigest()
+        optional_kwargs["ConfigSha256"] = config_sha_256
+
     # output for an alias qualifier is completely the same except for the returned ARN
     if alias_name:
         function_arn = f"{':'.join(version.id.qualified_arn().split(':')[:-1])}:{alias_name}"
diff --git a/localstack-core/localstack/services/lambda_/invocation/assignment.py b/localstack-core/localstack/services/lambda_/invocation/assignment.py
index d72505c6447ba..5813b5be04369 100644
--- a/localstack-core/localstack/services/lambda_/invocation/assignment.py
+++ b/localstack-core/localstack/services/lambda_/invocation/assignment.py
@@ -88,9 +88,12 @@ def start_environment(
         self, version_manager_id: str, function_version: FunctionVersion
     ) -> ExecutionEnvironment:
         LOG.debug("Starting new environment")
+        initialization_type = "on-demand"
+        if function_version.config.CapacityProviderConfig:
+            initialization_type = "lambda-managed-instances"
         execution_environment = ExecutionEnvironment(
             function_version=function_version,
-            initialization_type="on-demand",
+            initialization_type=initialization_type,
             on_timeout=self.on_timeout,
             version_manager_id=version_manager_id,
         )
diff --git a/localstack-core/localstack/services/lambda_/invocation/execution_environment.py b/localstack-core/localstack/services/lambda_/invocation/execution_environment.py
index 3db4d308e234e..b8f2598b7daee 100644
--- a/localstack-core/localstack/services/lambda_/invocation/execution_environment.py
+++ b/localstack-core/localstack/services/lambda_/invocation/execution_environment.py
@@ -8,6 +8,7 @@
 from threading import RLock, Timer
 
 from localstack import config
+from localstack.aws.api.lambda_ import LogFormat
 from localstack.aws.connect import connect_to
 from localstack.services.lambda_.invocation.lambda_models import (
     Credentials,
@@ -149,6 +150,22 @@ def get_environment_variables(self) -> dict[str, str]:
             # LOCALSTACK_USER conditionally added below
         }
         # Conditionally added environment variables
+        # Lambda advanced logging controls:
+        # https://aws.amazon.com/blogs/compute/introducing-advanced-logging-controls-for-aws-lambda-functions/
+        logging_config = self.function_version.config.logging_config
+        if logging_config.get("LogFormat") == LogFormat.JSON:
+            env_vars["AWS_LAMBDA_LOG_FORMAT"] = logging_config["LogFormat"]
+            # TODO: test this (currently not implemented in LocalStack)
+            env_vars["AWS_LAMBDA_LOG_LEVEL"] = logging_config["ApplicationLogLevel"].capitalize()
+        # Lambda Managed Instances
+        if capacity_provider_config := self.function_version.config.CapacityProviderConfig:
+            # Disable dropping privileges for parity
+            # TODO: implement mixed permissions (maybe in RIE)
+            # env_vars["LOCALSTACK_USER"] = "root"
+            env_vars["AWS_LAMBDA_MAX_CONCURRENCY"] = capacity_provider_config[
+                "LambdaManagedInstancesCapacityProviderConfig"
+            ]["PerExecutionEnvironmentMaxConcurrency"]
+            env_vars["TZ"] = ":/etc/localtime"
         if not config.LAMBDA_DISABLE_AWS_ENDPOINT_URL:
             env_vars["AWS_ENDPOINT_URL"] = (
                 f"http://{self.runtime_executor.get_endpoint_from_executor()}:{config.GATEWAY_LISTEN[0].port}"
@@ -159,8 +176,6 @@ def get_environment_variables(self) -> dict[str, str]:
         # Will be overridden by the runtime itself unless it is a provided runtime
         if self.function_version.config.runtime:
             env_vars["AWS_EXECUTION_ENV"] = "AWS_Lambda_rapid"
-        if self.function_version.config.environment:
-            env_vars.update(self.function_version.config.environment)
         if config.LAMBDA_INIT_DEBUG:
             # Disable dropping privileges because it breaks debugging
             env_vars["LOCALSTACK_USER"] = "root"
@@ -175,6 +190,10 @@ def get_environment_variables(self) -> dict[str, str]:
             env_vars["LOCALSTACK_MAX_PAYLOAD_SIZE"] = int(
                 config.LAMBDA_LIMITS_MAX_FUNCTION_PAYLOAD_SIZE_BYTES
             )
+
+        # Let users overwrite any environment variable at last (if they want so)
+        if self.function_version.config.environment:
+            env_vars.update(self.function_version.config.environment)
         return env_vars
 
     # Lifecycle methods
diff --git a/localstack-core/localstack/services/lambda_/invocation/lambda_models.py b/localstack-core/localstack/services/lambda_/invocation/lambda_models.py
index c0e2f9057f18f..b0f51f27cfafb 100644
--- a/localstack-core/localstack/services/lambda_/invocation/lambda_models.py
+++ b/localstack-core/localstack/services/lambda_/invocation/lambda_models.py
@@ -12,7 +12,7 @@
 from abc import ABCMeta, abstractmethod
 from datetime import datetime
 from pathlib import Path
-from typing import IO, Literal, TypedDict
+from typing import IO, Literal, Optional, TypedDict
 
 import boto3
 from botocore.exceptions import ClientError
@@ -22,12 +22,19 @@
 from localstack.aws.api.lambda_ import (
     AllowedPublishers,
     Architecture,
+    CapacityProviderArn,
+    CapacityProviderConfig,
+    CapacityProviderPermissionsConfig,
+    CapacityProviderScalingConfig,
+    CapacityProviderVpcConfig,
     CodeSigningPolicies,
     Cors,
     DestinationConfig,
     FunctionUrlAuthType,
+    InstanceRequirements,
     InvocationType,
     InvokeMode,
+    KMSKeyArn,
     LastUpdateStatus,
     LoggingConfig,
     PackageType,
@@ -38,12 +45,14 @@
     SnapStartResponse,
     State,
     StateReasonCode,
+    Timestamp,
     TracingMode,
 )
 from localstack.aws.connect import connect_to
 from localstack.constants import AWS_REGION_US_EAST_1, INTERNAL_AWS_SECRET_ACCESS_KEY
 from localstack.services.lambda_.api_utils import qualified_lambda_arn, unqualified_lambda_arn
 from localstack.utils.archives import unzip
+from localstack.utils.files import chmod_r
 from localstack.utils.strings import long_uid, short_uid
 
 LOG = logging.getLogger(__name__)
@@ -212,6 +221,7 @@ def prepare_for_execution(self) -> None:
             with tempfile.NamedTemporaryFile() as file:
                 self._download_archive_to_file(file)
                 unzip(file.name, str(target_path))
+                chmod_r(str(target_path), 0o755)
 
     def destroy_cached(self) -> None:
         """
@@ -331,7 +341,7 @@ class VpcConfig:
 @dataclasses.dataclass(frozen=True)
 class UpdateStatus:
     status: LastUpdateStatus | None
-    code: str | None = None  # TODO: probably not a string
+    code: str | None = None
     reason: str | None = None
 
 
@@ -568,6 +578,9 @@ class VersionFunctionConfiguration:
     vpc_config: VpcConfig | None = None
 
     logging_config: LoggingConfig = dataclasses.field(default_factory=dict)
+    # TODO: why does `CapacityProviderConfig | None = None` fail with on Python 3.13.9:
+    #  TypeError: unsupported operand type(s) for |: 'NoneType' and 'NoneType'
+    CapacityProviderConfig: Optional[CapacityProviderConfig] = None  # noqa
 
 
 @dataclasses.dataclass(frozen=True)
@@ -580,6 +593,18 @@ def qualified_arn(self) -> str:
         return self.id.qualified_arn()
 
 
+@dataclasses.dataclass
+class CapacityProvider:
+    CapacityProviderArn: CapacityProviderArn
+    # State is determined dynamically
+    VpcConfig: CapacityProviderVpcConfig
+    PermissionsConfig: CapacityProviderPermissionsConfig
+    InstanceRequirements: InstanceRequirements
+    CapacityProviderScalingConfig: CapacityProviderScalingConfig
+    LastModified: Timestamp
+    KmsKeyArn: KMSKeyArn | None = None
+
+
 @dataclasses.dataclass
 class Function:
     function_name: str
diff --git a/localstack-core/localstack/services/lambda_/invocation/lambda_service.py b/localstack-core/localstack/services/lambda_/invocation/lambda_service.py
index 4722314fcc068..3b373b944124c 100644
--- a/localstack-core/localstack/services/lambda_/invocation/lambda_service.py
+++ b/localstack-core/localstack/services/lambda_/invocation/lambda_service.py
@@ -5,6 +5,7 @@
 import logging
 import os.path
 import random
+import time
 import uuid
 from concurrent.futures import Executor, Future, ThreadPoolExecutor
 from datetime import datetime
@@ -19,6 +20,7 @@
     InvalidRequestContentException,
     InvocationType,
     LastUpdateStatus,
+    NoPublishedVersionException,
     ResourceConflictException,
     ResourceNotFoundException,
     State,
@@ -190,6 +192,9 @@ def create_function_version(self, function_version: FunctionVersion) -> Future[N
             lambda_hooks.create_function_version.run(function_version.qualified_arn)
         return self.task_executor.submit(self._start_lambda_version, version_manager)
 
+    def publish_version_async(self, function_version: FunctionVersion):
+        self.task_executor.submit(self.publish_version, function_version)
+
     def publish_version(self, function_version: FunctionVersion):
         """
         Synchronously create a function version (manager)
@@ -200,6 +205,14 @@ def publish_version(self, function_version: FunctionVersion):
 
         :param function_version: Function Version to create
         """
+        # HACK: trying to match the AWS timing behavior of Lambda Managed Instances for the operation
+        # publish_version followed by get_function because transitioning LastUpdateStatus from InProgress to
+        # Successful happens too fast on LocalStack (thanks to caching in prepare_version).
+        # Without this hack, test_latest_published_update_config fails at get_function_response_postpublish
+        # and test_lifecycle_invoke is flaky, sometimes not triggering the ResourceConflictException
+        # Increasing this sleep too much (e.g., 10s) shouldn't cause any side effects apart from slow responsiveness
+        if function_version.config.CapacityProviderConfig:
+            time.sleep(0.1)
         with self.lambda_version_manager_lock:
             qualified_arn = function_version.id.qualified_arn()
             version_manager = self.lambda_starting_versions.get(qualified_arn)
@@ -225,7 +238,7 @@ def publish_version(self, function_version: FunctionVersion):
     def invoke(
         self,
         function_name: str,
-        qualifier: str,
+        qualifier: str | None,
         region: str,
         account_id: str,
         invocation_type: InvocationType | None,
@@ -258,13 +271,27 @@ def invoke(
             account=account_id,
             region=region,
         )
-        qualifier = qualifier or "$LATEST"
         state = lambda_stores[account_id][region]
         function = state.functions.get(function_name)
 
         if function is None:
+            if not qualifier:
+                invoked_arn += ":$LATEST"
             raise ResourceNotFoundException(f"Function not found: {invoked_arn}", Type="User")
 
+        # A provided qualifier always takes precedence, but the default depends on whether $LATEST.PUBLISHED exists
+        version_latest_published = function.versions.get("$LATEST.PUBLISHED")
+        if version_latest_published:
+            qualifier = qualifier or "$LATEST.PUBLISHED"
+            invoked_arn = lambda_arn(
+                function_name=function_name,
+                qualifier=qualifier,
+                account=account_id,
+                region=region,
+            )
+        else:
+            qualifier = qualifier or "$LATEST"
+
         if qualifier_is_alias(qualifier):
             alias = function.aliases.get(qualifier)
             if not alias:
@@ -282,8 +309,21 @@ def invoke(
         # Need the qualified arn to exactly get the target lambda
         qualified_arn = qualified_lambda_arn(function_name, version_qualifier, account_id, region)
         version = function.versions.get(version_qualifier)
+        if version is None:
+            raise ResourceNotFoundException(f"Function not found: {invoked_arn}", Type="User")
         runtime = version.config.runtime or "n/a"
         package_type = version.config.package_type
+        if version.config.CapacityProviderConfig and qualifier == "$LATEST":
+            if function.versions.get("$LATEST.PUBLISHED"):
+                raise InvalidParameterValueException(
+                    "Functions configured with capacity provider configuration can't be invoked with $LATEST qualifier. To invoke this function, specify a published version qualifier or $LATEST.PUBLISHED.",
+                    Type="User",
+                )
+            else:
+                raise NoPublishedVersionException(
+                    "The function can't be invoked because no published version exists. For functions with capacity provider configuration, either publish a version to $LATEST.PUBLISHED, or specify a published version qualifier.",
+                    Type="User",
+                )
         try:
             version_manager = self.get_lambda_version_manager(qualified_arn)
             event_manager = self.get_lambda_event_manager(qualified_arn)
@@ -393,7 +433,10 @@ def update_version(self, new_version: FunctionVersion) -> Future[None]:
 
         :param new_version: New version (with the same qualifier as an older one)
         """
-        if new_version.qualified_arn not in self.lambda_running_versions:
+        if (
+            new_version.qualified_arn not in self.lambda_running_versions
+            and not new_version.config.CapacityProviderConfig
+        ):
             raise ValueError(
                 f"Version {new_version.qualified_arn} cannot be updated if an old one is not running"
             )
@@ -437,6 +480,11 @@ def update_version_state(
                 elif new_state.state == State.Failed:
                     update_status = UpdateStatus(status=LastUpdateStatus.Failed)
                     self.task_executor.submit(new_version_manager.stop)
+                elif (
+                    new_state.state == State.ActiveNonInvocable
+                    and function_version.config.CapacityProviderConfig
+                ):
+                    update_status = UpdateStatus(status=LastUpdateStatus.Successful)
                 else:
                     # TODO what to do if state pending or inactive is supported?
                     self.task_executor.submit(new_version_manager.stop)
diff --git a/localstack-core/localstack/services/lambda_/invocation/models.py b/localstack-core/localstack/services/lambda_/invocation/models.py
index bc0eef5e7ebf0..49dbf0a3c0c50 100644
--- a/localstack-core/localstack/services/lambda_/invocation/models.py
+++ b/localstack-core/localstack/services/lambda_/invocation/models.py
@@ -1,5 +1,10 @@
 from localstack.aws.api.lambda_ import EventSourceMappingConfiguration
-from localstack.services.lambda_.invocation.lambda_models import CodeSigningConfig, Function, Layer
+from localstack.services.lambda_.invocation.lambda_models import (
+    CapacityProvider,
+    CodeSigningConfig,
+    Function,
+    Layer,
+)
 from localstack.services.stores import AccountRegionBundle, BaseStore, LocalAttribute
 from localstack.utils.tagging import TaggingService
 
@@ -17,6 +22,9 @@ class LambdaStore(BaseStore):
     # maps layer names to Layers
     layers: dict[str, Layer] = LocalAttribute(default=dict)
 
+    # maps capacity provider names to respective CapacityProvider
+    capacity_providers: dict[str, CapacityProvider] = LocalAttribute(default=dict)
+
     # maps resource ARNs for EventSourceMappings and CodeSigningConfiguration to tags
     TAGS = LocalAttribute(default=TaggingService)
 
diff --git a/localstack-core/localstack/services/lambda_/invocation/version_manager.py b/localstack-core/localstack/services/lambda_/invocation/version_manager.py
index 75fdfad3783d1..737db1c5639db 100644
--- a/localstack-core/localstack/services/lambda_/invocation/version_manager.py
+++ b/localstack-core/localstack/services/lambda_/invocation/version_manager.py
@@ -100,11 +100,26 @@ def start(self) -> VersionState:
 
             # code and reason not set for success scenario because only failed states provide this field:
             # https://docs.aws.amazon.com/lambda/latest/dg/API_GetFunctionConfiguration.html#SSS-GetFunctionConfiguration-response-LastUpdateStatusReasonCode
-            self.state = VersionState(state=State.Active)
+            new_state = State.Active
+            if (
+                self.function_version.config.CapacityProviderConfig
+                and self.function_version.id.qualifier == "$LATEST"
+            ):
+                new_state = State.ActiveNonInvocable
+                # HACK: trying to match the AWS timing behavior of Lambda Managed Instances for the operation
+                # update_function_configuration followed by get_function because transitioning LastUpdateStatus from
+                # InProgress to Successful happens too fast on LocalStack (thanks to caching in prepare_version).
+                # Without this hack, test_latest_published_update_config fails at get_function_response_postupdate_latest
+                # TODO: this sleep has side-effects and we should be looking into alternatives
+                # Increasing this sleep too much (e.g., 3s) could cause the side effect that a created function is not
+                # ready for updates (i.e., rejected with a ResourceConflictException) and failing other tests
+                # time.sleep(0.1)
+            self.state = VersionState(state=new_state)
             LOG.debug(
-                "Changing Lambda %s (id %s) to active",
+                "Changing Lambda %s (id %s) to %s",
                 self.function_arn,
                 self.function_version.config.internal_revision,
+                new_state,
             )
         except Exception as e:
             self.state = VersionState(
@@ -113,7 +128,7 @@ def start(self) -> VersionState:
                 reason=f"Error while creating lambda: {e}",
             )
             LOG.debug(
-                "Changing Lambda %s (id %s) to failed. Reason: %s",
+                "Changing Lambda %s (id %s) to Failed. Reason: %s",
                 self.function_arn,
                 self.function_version.config.internal_revision,
                 e,
diff --git a/localstack-core/localstack/services/lambda_/provider.py b/localstack-core/localstack/services/lambda_/provider.py
index 587c4192e2310..cf255034a6a0f 100644
--- a/localstack-core/localstack/services/lambda_/provider.py
+++ b/localstack-core/localstack/services/lambda_/provider.py
@@ -27,6 +27,7 @@
     Arn,
     Blob,
     BlobStream,
+    CapacityProviderConfig,
     CodeSigningConfigArn,
     CodeSigningConfigNotFoundException,
     CodeSigningPolicies,
@@ -39,6 +40,7 @@
     CreateFunctionRequest,
     CreateFunctionUrlConfigResponse,
     DeleteCodeSigningConfigResponse,
+    DeleteFunctionResponse,
     Description,
     DestinationConfig,
     EventSourceMappingConfiguration,
@@ -48,6 +50,7 @@
     FunctionName,
     FunctionUrlAuthType,
     FunctionUrlQualifier,
+    FunctionVersionLatestPublished,
     GetAccountSettingsResponse,
     GetCodeSigningConfigResponse,
     GetFunctionCodeSigningConfigResponse,
@@ -65,6 +68,7 @@
     InvokeAsyncResponse,
     InvokeMode,
     LambdaApi,
+    LambdaManagedInstancesCapacityProviderConfig,
     LastUpdateStatus,
     LayerName,
     LayerPermissionAllowedAction,
@@ -99,6 +103,7 @@
     MaxProvisionedConcurrencyConfigListItems,
     NamespacedFunctionName,
     NamespacedStatementId,
+    NumericLatestPublishedOrAliasQualifier,
     OnFailure,
     OnSuccess,
     OrganizationId,
@@ -130,7 +135,6 @@
     TaggableResource,
     TagKeyList,
     Tags,
-    TenantId,
     TracingMode,
     UnqualifiedFunctionName,
     UpdateCodeSigningConfigResponse,
@@ -138,7 +142,7 @@
     UpdateFunctionCodeRequest,
     UpdateFunctionConfigurationRequest,
     UpdateFunctionUrlConfigResponse,
-    Version,
+    VersionWithLatestPublished,
 )
 from localstack.aws.api.lambda_ import FunctionVersion as FunctionVersionApi
 from localstack.aws.api.lambda_ import ServiceException as LambdaServiceException
@@ -210,6 +214,7 @@
     store_lambda_archive,
     store_s3_bucket_archive,
 )
+from localstack.services.lambda_.invocation.models import CapacityProvider as CapacityProviderModel
 from localstack.services.lambda_.invocation.models import LambdaStore
 from localstack.services.lambda_.invocation.runtime_executor import get_runtime_executor
 from localstack.services.lambda_.lambda_utils import HINT_LOG
@@ -232,6 +237,7 @@
 from localstack.state import StateVisitor
 from localstack.utils.aws.arns import (
     ArnData,
+    capacity_provider_arn,
     extract_resource_from_arn,
     extract_service_from_arn,
     get_partition,
@@ -240,7 +246,7 @@
 )
 from localstack.utils.aws.client_types import ServicePrincipal
 from localstack.utils.bootstrap import is_api_enabled
-from localstack.utils.collections import PaginatedList
+from localstack.utils.collections import PaginatedList, merge_recursive
 from localstack.utils.event_matcher import validate_event_pattern
 from localstack.utils.strings import get_random_hex, short_uid, to_bytes, to_str
 from localstack.utils.sync import poll_condition
@@ -307,6 +313,7 @@ def on_after_state_load(self):
                             new_config = dataclasses.replace(fn_version.config, state=new_state)
                             new_version = dataclasses.replace(fn_version, config=new_config)
                             fn.versions[fn_version.id.qualifier] = new_version
+                            # TODO: consider skipping this for $LATEST versions of functions with a capacity provider
                             self.lambda_service.create_function_version(fn_version).result(
                                 timeout=5
                             )
@@ -420,6 +427,23 @@ def _get_esm(uuid: str, account_id: str, region: str) -> EventSourceMappingConfi
             )
         return esm
 
+    @staticmethod
+    def _get_capacity_provider(
+        capacity_provider_name: str,
+        account_id: str,
+        region: str,
+        error_msg_template: str = "Capacity provider not found: {}",
+    ) -> CapacityProviderModel:
+        state = lambda_stores[account_id][region]
+        cp = state.capacity_providers.get(capacity_provider_name)
+        if not cp:
+            arn = capacity_provider_arn(capacity_provider_name, account_id, region)
+            raise ResourceNotFoundException(
+                error_msg_template.format(arn),
+                Type="User",
+            )
+        return cp
+
     @staticmethod
     def _validate_qualifier_expression(qualifier: str) -> None:
         if error_messages := api_utils.validate_qualifier(qualifier):
@@ -490,7 +514,7 @@ def _build_vpc_config(
         subnet_id = subnet_ids[0]
         if not bool(SUBNET_ID_REGEX.match(subnet_id)):
             raise ValidationException(
-                f"1 validation error detected: Value '[{subnet_id}]' at 'vpcConfig.subnetIds' failed to satisfy constraint: Member must satisfy constraint: [Member must have length less than or equal to 1024, Member must have length greater than or equal to 0, Member must satisfy regular expression pattern: ^subnet-[0-9a-z]*$]"
+                f"1 validation error detected: Value '[{subnet_id}]' at 'vpcConfig.subnetIds' failed to satisfy constraint: Member must satisfy constraint: [Member must have length less than or equal to 1024, Member must have length greater than or equal to 0, Member must satisfy regular expression pattern: subnet-[0-9a-z]*]"
             )
 
         return VpcConfig(
@@ -507,6 +531,8 @@ def _create_version_model(
         description: str | None = None,
         revision_id: str | None = None,
         code_sha256: str | None = None,
+        publish_to: FunctionVersionLatestPublished | None = None,
+        is_active: bool = False,
     ) -> tuple[FunctionVersion, bool]:
         """
         Release a new version to the model if all restrictions are met.
@@ -569,38 +595,57 @@ def _create_version_model(
                 ):
                     return prev_version, False
             # TODO check if there was a change since last version
-            next_version = str(function.next_version)
-            function.next_version += 1
+            if publish_to == FunctionVersionLatestPublished.LATEST_PUBLISHED:
+                qualifier = "$LATEST.PUBLISHED"
+            else:
+                qualifier = str(function.next_version)
+                function.next_version += 1
             new_id = VersionIdentifier(
                 function_name=function_name,
-                qualifier=next_version,
+                qualifier=qualifier,
                 region=region,
                 account=account_id,
             )
-            apply_on = current_latest_version.config.snap_start["ApplyOn"]
-            optimization_status = SnapStartOptimizationStatus.Off
-            if apply_on == SnapStartApplyOn.PublishedVersions:
-                optimization_status = SnapStartOptimizationStatus.On
-            snap_start = SnapStartResponse(
-                ApplyOn=apply_on,
-                OptimizationStatus=optimization_status,
+
+            if current_latest_version.config.CapacityProviderConfig:
+                # for lambda managed functions, snap start is not supported
+                snap_start = None
+            else:
+                apply_on = current_latest_version.config.snap_start["ApplyOn"]
+                optimization_status = SnapStartOptimizationStatus.Off
+                if apply_on == SnapStartApplyOn.PublishedVersions:
+                    optimization_status = SnapStartOptimizationStatus.On
+                snap_start = SnapStartResponse(
+                    ApplyOn=apply_on,
+                    OptimizationStatus=optimization_status,
+                )
+
+            last_update = None
+            new_state = VersionState(
+                state=State.Pending,
+                code=StateReasonCode.Creating,
+                reason="The function is being created.",
             )
+            if publish_to == FunctionVersionLatestPublished.LATEST_PUBLISHED:
+                last_update = UpdateStatus(
+                    status=LastUpdateStatus.InProgress,
+                    code="Updating",
+                    reason="The function is being updated.",
+                )
+                if is_active:
+                    new_state = VersionState(state=State.Active)
             new_version = dataclasses.replace(
                 current_latest_version,
                 config=dataclasses.replace(
                     current_latest_version.config,
-                    last_update=None,  # versions never have a last update status
-                    state=VersionState(
-                        state=State.Pending,
-                        code=StateReasonCode.Creating,
-                        reason="The function is being created.",
-                    ),
+                    last_update=last_update,
+                    state=new_state,
                     snap_start=snap_start,
                     **changes,
                 ),
                 id=new_id,
             )
-            function.versions[next_version] = new_version
+            function.versions[qualifier] = new_version
         return new_version, True
 
     def _publish_version_from_existing_version(
@@ -611,6 +656,7 @@ def _publish_version_from_existing_version(
         description: str | None = None,
         revision_id: str | None = None,
         code_sha256: str | None = None,
+        publish_to: FunctionVersionLatestPublished | None = None,
     ) -> FunctionVersion:
         """
         Publish version from an existing, already initialized LATEST
@@ -623,6 +669,7 @@ def _publish_version_from_existing_version(
         :param code_sha256: code sha (check if current code matches)
         :return: new version
         """
+        is_active = True if publish_to == FunctionVersionLatestPublished.LATEST_PUBLISHED else False
         new_version, changed = self._create_version_model(
             function_name=function_name,
             region=region,
@@ -630,18 +677,34 @@ def _publish_version_from_existing_version(
             description=description,
             revision_id=revision_id,
             code_sha256=code_sha256,
+            publish_to=publish_to,
+            is_active=is_active,
         )
         if not changed:
             return new_version
-        self.lambda_service.publish_version(new_version)
+
+        if new_version.config.CapacityProviderConfig:
+            self.lambda_service.publish_version_async(new_version)
+        else:
+            self.lambda_service.publish_version(new_version)
         state = lambda_stores[account_id][region]
         function = state.functions.get(function_name)
+
+        # Update revision id for $LATEST version
         # TODO: re-evaluate data model to prevent this dirty hack just for bumping the revision id
         latest_version = function.versions["$LATEST"]
         function.versions["$LATEST"] = dataclasses.replace(
             latest_version, config=dataclasses.replace(latest_version.config)
         )
-        return function.versions.get(new_version.id.qualifier)
+        if new_version.config.CapacityProviderConfig:
+            # publish_version happens async for functions with a capacity provider.
+            # Therefore, we return the new_version with State=Pending or LastUpdateStatus=InProgress ($LATEST.PUBLISHED)
+            return new_version
+        else:
+            # Regular functions yield an Active state modified during `publish_version` (sync).
+            # Therefore, we need to get the updated version from the store.
+            updated_version = function.versions.get(new_version.id.qualifier)
+            return updated_version
 
     def _publish_version_with_changes(
         self,
@@ -651,6 +714,8 @@ def _publish_version_with_changes(
         description: str | None = None,
         revision_id: str | None = None,
         code_sha256: str | None = None,
+        publish_to: FunctionVersionLatestPublished | None = None,
+        is_active: bool = False,
     ) -> FunctionVersion:
         """
         Publish version together with a new latest version (publish on create / update)
@@ -670,6 +735,8 @@ def _publish_version_with_changes(
             description=description,
             revision_id=revision_id,
             code_sha256=code_sha256,
+            publish_to=publish_to,
+            is_active=is_active,
         )
         if not changed:
             return new_version
@@ -721,7 +788,8 @@ def _validate_layers(self, new_layers: list[str], region: str, account_id: str):
             if layer_version_str is None:
                 raise ValidationException(
                     f"1 validation error detected: Value '[{layer_version_arn}]'"
-                    + r" at 'layers' failed to satisfy constraint: Member must satisfy constraint: [Member must have length less than or equal to 140, Member must have length greater than or equal to 1, Member must satisfy regular expression pattern: (arn:[a-zA-Z0-9-]+:lambda:[a-z]{2}((-gov)|(-iso(b?)))?-[a-z]+-\d{1}:\d{12}:layer:[a-zA-Z0-9-_]+:[0-9]+)|(arn:[a-zA-Z0-9-]+:lambda:::awslayer:[a-zA-Z0-9-_]+), Member must not be null]",
+                    + " at 'layers' failed to satisfy constraint: Member must satisfy constraint: [Member must have length less than or equal to 2048, Member must have length greater than or equal to 1, Member must satisfy regular expression pattern: "
+                    + "(arn:(aws[a-zA-Z-]*)?:lambda:(eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:\\d{12}:layer:[a-zA-Z0-9-_]+:[0-9]+)|(arn:[a-zA-Z0-9-]+:lambda:::awslayer:[a-zA-Z0-9-_]+), Member must not be null]",
                 )
 
             state = lambda_stores[layer_account_id][layer_region]
@@ -959,6 +1027,25 @@ def create_function(
                 )
                 # Runtime management controls are not available when providing a custom image
                 runtime_version_config = None
+
+            # TODO: validations and figure out in which order
+            capacity_provider_config = None
+            memory_size = request.get("MemorySize", LAMBDA_DEFAULT_MEMORY_SIZE)
+            if "CapacityProviderConfig" in request:
+                capacity_provider_config = request["CapacityProviderConfig"]
+                default_config = CapacityProviderConfig(
+                    LambdaManagedInstancesCapacityProviderConfig=LambdaManagedInstancesCapacityProviderConfig(
+                        ExecutionEnvironmentMemoryGiBPerVCpu=2.0,
+                        PerExecutionEnvironmentMaxConcurrency=16,
+                    )
+                )
+                capacity_provider_config = merge_recursive(default_config, capacity_provider_config)
+                memory_size = 2048
+                if request.get("LoggingConfig", {}).get("LogFormat") == LogFormat.Text:
+                    raise InvalidParameterValueException(
+                        'LogLevel is not supported when LogFormat is set to "Text". Remove LogLevel from your request or change the LogFormat to "JSON" and try again.',
+                        Type="User",
+                    )
             if "LoggingConfig" in request:
                 logging_config = request["LoggingConfig"]
                 LOG.warning(
@@ -982,11 +1069,25 @@ def create_function(
                         | logging_config
                     )
 
+            elif capacity_provider_config:
+                logging_config = LoggingConfig(
+                    LogFormat=LogFormat.JSON,
+                    LogGroup=f"/aws/lambda/{function_name}",
+                    ApplicationLogLevel="INFO",
+                    SystemLogLevel="INFO",
+                )
             else:
                 logging_config = LoggingConfig(
                     LogFormat=LogFormat.Text, LogGroup=f"/aws/lambda/{function_name}"
                 )
-
+            snap_start = (
+                None
+                if capacity_provider_config
+                else SnapStartResponse(
+                    ApplyOn=request.get("SnapStart", {}).get("ApplyOn", SnapStartApplyOn.None_),
+                    OptimizationStatus=SnapStartOptimizationStatus.Off,
+                )
+            )
             version = FunctionVersion(
                 id=arn,
                 config=VersionFunctionConfiguration(
@@ -995,7 +1096,7 @@ def create_function(
                     role=request["Role"],
                     timeout=request.get("Timeout", LAMBDA_DEFAULT_TIMEOUT),
                     runtime=request.get("Runtime"),
-                    memory_size=request.get("MemorySize", LAMBDA_DEFAULT_MEMORY_SIZE),
+                    memory_size=memory_size,
                     handler=request.get("Handler"),
                     package_type=package_type,
                     environment=env_vars,
@@ -1011,10 +1112,7 @@ def create_function(
                     ephemeral_storage=LambdaEphemeralStorage(
                         size=request.get("EphemeralStorage", {}).get("Size", 512)
                     ),
-                    snap_start=SnapStartResponse(
-                        ApplyOn=request.get("SnapStart", {}).get("ApplyOn", SnapStartApplyOn.None_),
-                        OptimizationStatus=SnapStartOptimizationStatus.Off,
-                    ),
+                    snap_start=snap_start,
                     runtime_version_config=runtime_version_config,
                     dead_letter_arn=request.get("DeadLetterConfig", {}).get("TargetArn"),
                     vpc_config=self._build_vpc_config(
@@ -1026,9 +1124,22 @@ def create_function(
                         reason="The function is being created.",
                     ),
                     logging_config=logging_config,
+                    # TODO: might need something like **optional_kwargs if None
+                    #   -> Test with regular GetFunction (i.e., without a capacity provider)
+                    CapacityProviderConfig=capacity_provider_config,
                 ),
             )
-            fn.versions["$LATEST"] = version
+            version_post_response = None
+            if capacity_provider_config:
+                version_post_response = dataclasses.replace(
+                    version,
+                    config=dataclasses.replace(
+                        version.config,
+                        last_update=UpdateStatus(status=LastUpdateStatus.Successful),
+                        state=VersionState(state=State.ActiveNonInvocable),
+                    ),
+                )
+            fn.versions["$LATEST"] = version_post_response or version
             state.functions[function_name] = fn
         function_counter.labels(
             operation=FunctionOperation.create,
@@ -1037,7 +1148,10 @@ def create_function(
             invocation_type="n/a",
             package_type=package_type,
         )
-        self.lambda_service.create_function_version(version)
+        # TODO: consider potential other side effects of not having a function version for $LATEST
+        # Provisioning happens upon publishing for functions using a capacity provider
+        if not capacity_provider_config:
+            self.lambda_service.create_function_version(version)
 
         if tags := request.get("Tags"):
             # This will check whether the function exists.
@@ -1045,7 +1159,10 @@ def create_function(
 
         if request.get("Publish"):
             version = self._publish_version_with_changes(
-                function_name=function_name, region=context_region, account_id=context_account_id
+                function_name=function_name,
+                region=context_region,
+                account_id=context_account_id,
+                publish_to=request.get("PublishTo"),
             )
 
         if config.LAMBDA_SYNCHRONOUS_CREATE:
@@ -1054,7 +1171,7 @@ def create_function(
                 lambda: get_function_version(
                     function_name, version.id.qualifier, version.id.account, version.id.region
                 ).config.state.state
-                in [State.Active, State.Failed],
+                in [State.Active, State.ActiveNonInvocable, State.Failed],
                 timeout=10,
             ):
                 LOG.warning(
@@ -1368,7 +1485,12 @@ def update_function_code(
         self.lambda_service.update_version(new_version=function_version)
         if request.get("Publish"):
             function_version = self._publish_version_with_changes(
-                function_name=function_name, region=region, account_id=account_id
+                function_name=function_name,
+                region=region,
+                account_id=account_id,
+                # TODO: validations for PublishTo without Publish=True
+                publish_to=request.get("PublishTo"),
+                is_active=True,
             )
         return api_utils.map_config_out(
             function_version, return_qualified_arn=bool(request.get("Publish"))
@@ -1383,10 +1505,10 @@ def update_function_code(
     def delete_function(
         self,
         context: RequestContext,
-        function_name: FunctionName,
-        qualifier: Qualifier = None,
+        function_name: NamespacedFunctionName,
+        qualifier: NumericLatestPublishedOrAliasQualifier | None = None,
         **kwargs,
-    ) -> None:
+    ) -> DeleteFunctionResponse:
         account_id, region = api_utils.get_account_and_region(function_name, context)
         function_name, qualifier = api_utils.get_name_and_qualifier(
             function_name, qualifier, context
@@ -1412,10 +1534,13 @@ def delete_function(
             raise e
         function = store.functions.get(function_name)
 
+        function_has_capacity_provider = False
         if qualifier:
             # delete a version of the function
             version = function.versions.pop(qualifier, None)
             if version:
+                if version.config.CapacityProviderConfig:
+                    function_has_capacity_provider = True
                 self.lambda_service.stop_version(version.id.qualified_arn())
                 destroy_code_if_not_used(code=version.config.code, function=function)
         else:
@@ -1424,11 +1549,20 @@ def delete_function(
             #  the old version gets cleaned up in the internal lambda service.
             function = store.functions.pop(function_name)
             for version in function.versions.values():
-                self.lambda_service.stop_version(qualified_arn=version.id.qualified_arn())
+                # Functions with a capacity provider do NOT have a version manager for $LATEST because only
+                # published versions are invokable.
+                if version.config.CapacityProviderConfig:
+                    function_has_capacity_provider = True
+                    if version.id.qualifier == "$LATEST":
+                        pass
+                else:
+                    self.lambda_service.stop_version(qualified_arn=version.id.qualified_arn())
                 # we can safely destroy the code here
                 if version.config.code:
                     version.config.code.destroy()
 
+        return DeleteFunctionResponse(StatusCode=202 if function_has_capacity_provider else 204)
+
     def list_functions(
         self,
         context: RequestContext,
@@ -1472,7 +1606,7 @@ def get_function(
         self,
         context: RequestContext,
         function_name: NamespacedFunctionName,
-        qualifier: Qualifier = None,
+        qualifier: NumericLatestPublishedOrAliasQualifier | None = None,
         **kwargs,
     ) -> GetFunctionResponse:
         account_id, region = api_utils.get_account_and_region(function_name, context)
@@ -1543,7 +1677,7 @@ def get_function_configuration(
         self,
         context: RequestContext,
         function_name: NamespacedFunctionName,
-        qualifier: Qualifier = None,
+        qualifier: NumericLatestPublishedOrAliasQualifier | None = None,
         **kwargs,
     ) -> FunctionConfiguration:
         account_id, region = api_utils.get_account_and_region(function_name, context)
@@ -1567,8 +1701,7 @@ def invoke(
         log_type: LogType | None = None,
         client_context: String | None = None,
         payload: IO[Blob] | None = None,
-        qualifier: Qualifier | None = None,
-        tenant_id: TenantId | None = None,
+        qualifier: NumericLatestPublishedOrAliasQualifier | None = None,
         **kwargs,
     ) -> InvocationResponse:
         account_id, region = api_utils.get_account_and_region(function_name, context)
@@ -1638,9 +1771,10 @@ def publish_version(
         self,
         context: RequestContext,
         function_name: FunctionName,
-        code_sha256: String = None,
-        description: Description = None,
-        revision_id: String = None,
+        code_sha256: String | None = None,
+        description: Description | None = None,
+        revision_id: String | None = None,
+        publish_to: FunctionVersionLatestPublished | None = None,
         **kwargs,
     ) -> FunctionConfiguration:
         account_id, region = api_utils.get_account_and_region(function_name, context)
@@ -1652,6 +1786,7 @@ def publish_version(
             region=region,
             revision_id=revision_id,
             code_sha256=code_sha256,
+            publish_to=publish_to,
         )
         return api_utils.map_config_out(new_version, return_qualified_arn=True)
 
@@ -1710,7 +1845,7 @@ def _create_routing_config_model(
                 )
             if not api_utils.qualifier_is_version(key):
                 raise ValidationException(
-                    f"1 validation error detected: Value '{{{key}={value}}}' at 'routingConfig.additionalVersionWeights' failed to satisfy constraint: Map keys must satisfy constraint: [Member must have length less than or equal to 1024, Member must have length greater than or equal to 1, Member must satisfy regular expression pattern: [0-9]+, Member must not be null]"
+                    f"1 validation error detected: Value '{{{key}={value}}}' at 'routingConfig.additionalVersionWeights' failed to satisfy constraint: Map keys must satisfy constraint: [Member must have length less than or equal to 1024, Member must have length greater than or equal to 1, Member must satisfy regular expression pattern: [0-9]+]"
                 )
 
             # checking if the version in the config exists
@@ -1727,7 +1862,7 @@ def create_alias(
         context: RequestContext,
         function_name: FunctionName,
         name: Alias,
-        function_version: Version,
+        function_version: VersionWithLatestPublished,
         description: Description = None,
         routing_config: AliasRoutingConfiguration = None,
         **kwargs,
@@ -1778,7 +1913,7 @@ def list_aliases(
         self,
         context: RequestContext,
         function_name: FunctionName,
-        function_version: Version = None,
+        function_version: VersionWithLatestPublished = None,
         marker: String = None,
         max_items: MaxListItems = None,
         **kwargs,
@@ -1846,7 +1981,7 @@ def update_alias(
         context: RequestContext,
         function_name: FunctionName,
         name: Alias,
-        function_version: Version = None,
+        function_version: VersionWithLatestPublished = None,
         description: Description = None,
         routing_config: AliasRoutingConfiguration = None,
         revision_id: String = None,
@@ -2595,7 +2730,7 @@ def add_permission(
             if revision_id != fn_revision_id:
                 raise PreconditionFailedException(
                     "The Revision Id provided does not match the latest Revision Id. "
-                    "Call the GetFunction/GetAlias API to retrieve the latest Revision Id",
+                    "Call the GetPolicy API to retrieve the latest Revision Id",
                     Type="User",
                 )
 
@@ -2653,10 +2788,10 @@ def add_permission(
     def remove_permission(
         self,
         context: RequestContext,
-        function_name: FunctionName,
+        function_name: NamespacedFunctionName,
         statement_id: NamespacedStatementId,
-        qualifier: Qualifier = None,
-        revision_id: String = None,
+        qualifier: NumericLatestPublishedOrAliasQualifier | None = None,
+        revision_id: String | None = None,
         **kwargs,
     ) -> None:
         account_id, region = api_utils.get_account_and_region(function_name, context)
@@ -2720,7 +2855,7 @@ def get_policy(
         self,
         context: RequestContext,
         function_name: NamespacedFunctionName,
-        qualifier: Qualifier = None,
+        qualifier: NumericLatestPublishedOrAliasQualifier | None = None,
         **kwargs,
     ) -> GetPolicyResponse:
         account_id, region = api_utils.get_account_and_region(function_name, context)
@@ -2762,9 +2897,9 @@ def create_code_signing_config(
         self,
         context: RequestContext,
         allowed_publishers: AllowedPublishers,
-        description: Description = None,
-        code_signing_policies: CodeSigningPolicies = None,
-        tags: Tags = None,
+        description: Description | None = None,
+        code_signing_policies: CodeSigningPolicies | None = None,
+        tags: Tags | None = None,
         **kwargs,
     ) -> CreateCodeSigningConfigResponse:
         account = context.account_id
@@ -2789,7 +2924,7 @@ def put_function_code_signing_config(
         self,
         context: RequestContext,
         code_signing_config_arn: CodeSigningConfigArn,
-        function_name: FunctionName,
+        function_name: NamespacedFunctionName,
         **kwargs,
     ) -> PutFunctionCodeSigningConfigResponse:
         account_id, region = api_utils.get_account_and_region(function_name, context)
@@ -2856,7 +2991,7 @@ def get_code_signing_config(
         return GetCodeSigningConfigResponse(CodeSigningConfig=api_utils.map_csc(csc))
 
     def get_function_code_signing_config(
-        self, context: RequestContext, function_name: FunctionName, **kwargs
+        self, context: RequestContext, function_name: NamespacedFunctionName, **kwargs
     ) -> GetFunctionCodeSigningConfigResponse:
         account_id, region = api_utils.get_account_and_region(function_name, context)
         state = lambda_stores[account_id][region]
@@ -2874,7 +3009,7 @@ def get_function_code_signing_config(
         return GetFunctionCodeSigningConfigResponse()
 
     def delete_function_code_signing_config(
-        self, context: RequestContext, function_name: FunctionName, **kwargs
+        self, context: RequestContext, function_name: NamespacedFunctionName, **kwargs
     ) -> None:
         account_id, region = api_utils.get_account_and_region(function_name, context)
         state = lambda_stores[account_id][region]
@@ -3284,7 +3419,8 @@ def _validate_destination_arn(destination_arn) -> bool:
                 raise ValidationException(
                     "1 validation error detected: Value '"
                     + destination_arn
-                    + r"' at 'destinationConfig.onFailure.destination' failed to satisfy constraint: Member must satisfy regular expression pattern: ^$|arn:(aws[a-zA-Z0-9-]*):([a-zA-Z0-9\-])+:([a-z]{2}((-gov)|(-iso(b?)))?-[a-z]+-\d{1})?:(\d{12})?:(.*)"
+                    + "' at 'destinationConfig.onFailure.destination' failed to satisfy constraint: Member must satisfy regular expression pattern: "
+                    + "$|kafka://([^.]([a-zA-Z0-9\\-_.]{0,248}))|arn:(aws[a-zA-Z0-9-]*):([a-zA-Z0-9\\-])+:((eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1})?:(\\d{12})?:(.*)"
                 )
 
             match destination_arn.split(":")[2]:
@@ -3334,7 +3470,7 @@ def put_function_event_invoke_config(
         self,
         context: RequestContext,
         function_name: FunctionName,
-        qualifier: Qualifier = None,
+        qualifier: NumericLatestPublishedOrAliasQualifier = None,
         maximum_retry_attempts: MaximumRetryAttempts = None,
         maximum_event_age_in_seconds: MaximumEventAgeInSeconds = None,
         destination_config: DestinationConfig = None,
@@ -3416,7 +3552,7 @@ def get_function_event_invoke_config(
         self,
         context: RequestContext,
         function_name: FunctionName,
-        qualifier: Qualifier = None,
+        qualifier: NumericLatestPublishedOrAliasQualifier | None = None,
         **kwargs,
     ) -> FunctionEventInvokeConfig:
         account_id, region = api_utils.get_account_and_region(function_name, context)
@@ -3493,7 +3629,7 @@ def delete_function_event_invoke_config(
         self,
         context: RequestContext,
         function_name: FunctionName,
-        qualifier: Qualifier = None,
+        qualifier: NumericLatestPublishedOrAliasQualifier | None = None,
         **kwargs,
     ) -> None:
         account_id, region = api_utils.get_account_and_region(function_name, context)
@@ -3521,7 +3657,7 @@ def update_function_event_invoke_config(
         self,
         context: RequestContext,
         function_name: FunctionName,
-        qualifier: Qualifier = None,
+        qualifier: NumericLatestPublishedOrAliasQualifier = None,
         maximum_retry_attempts: MaximumRetryAttempts = None,
         maximum_event_age_in_seconds: MaximumEventAgeInSeconds = None,
         destination_config: DestinationConfig = None,
@@ -3612,10 +3748,10 @@ def publish_layer_version(
         context: RequestContext,
         layer_name: LayerName,
         content: LayerVersionContentInput,
-        description: Description = None,
-        compatible_runtimes: CompatibleRuntimes = None,
-        license_info: LicenseInfo = None,
-        compatible_architectures: CompatibleArchitectures = None,
+        description: Description | None = None,
+        compatible_runtimes: CompatibleRuntimes | None = None,
+        license_info: LicenseInfo | None = None,
+        compatible_architectures: CompatibleArchitectures | None = None,
         **kwargs,
     ) -> PublishLayerVersionResponse:
         """
@@ -3753,10 +3889,10 @@ def get_layer_version_by_arn(
     def list_layers(
         self,
         context: RequestContext,
-        compatible_runtime: Runtime = None,
-        marker: String = None,
-        max_items: MaxLayerListItems = None,
-        compatible_architecture: Architecture = None,
+        compatible_runtime: Runtime | None = None,
+        marker: String | None = None,
+        max_items: MaxLayerListItems | None = None,
+        compatible_architecture: Architecture | None = None,
         **kwargs,
     ) -> ListLayersResponse:
         validation_errors = []
@@ -3808,10 +3944,10 @@ def list_layer_versions(
         self,
         context: RequestContext,
         layer_name: LayerName,
-        compatible_runtime: Runtime = None,
-        marker: String = None,
-        max_items: MaxLayerListItems = None,
-        compatible_architecture: Architecture = None,
+        compatible_runtime: Runtime | None = None,
+        marker: String | None = None,
+        max_items: MaxLayerListItems | None = None,
+        compatible_architecture: Architecture | None = None,
         **kwargs,
     ) -> ListLayerVersionsResponse:
         validation_errors = api_utils.validate_layer_runtimes_and_architectures(
@@ -4159,7 +4295,7 @@ def _store_tags(self, resource: TaggableResource, tags: dict[str, str]):
 
     def fetch_lambda_store_for_tagging(self, resource: TaggableResource) -> LambdaStore:
         """
-        Takes a resource ARN for a TaggableResource (Lambda Function, Event Source Mapping, or Code Signing Config) and returns a corresponding
+        Takes a resource ARN for a TaggableResource (Lambda Function, Event Source Mapping, Code Signing Config, or Capacity Provider) and returns a corresponding
         LambdaStore for its region and account.
 
         In addition, this function validates that the ARN is a valid TaggableResource type, and that the TaggableResource exists.
@@ -4194,9 +4330,8 @@ def _raise_validation_exception():
             _raise_validation_exception()
 
         resource_type, resource_identifier, *qualifier = parts
-        if resource_type not in {"event-source-mapping", "code-signing-config", "function"}:
-            _raise_validation_exception()
 
+        # Qualifier validation raises before checking for NotFound
         if qualifier:
             if resource_type == "function":
                 raise InvalidParameterValueException(
@@ -4205,15 +4340,18 @@ def _raise_validation_exception():
                 )
             _raise_validation_exception()
 
-        match resource_type:
-            case "event-source-mapping":
-                self._get_esm(resource_identifier, account_id, region)
-            case "code-signing-config":
-                raise NotImplementedError("Resource tagging on CSC not yet implemented.")
-            case "function":
-                self._get_function(
-                    function_name=resource_identifier, account_id=account_id, region=region
-                )
+        if resource_type == "event-source-mapping":
+            self._get_esm(resource_identifier, account_id, region)
+        elif resource_type == "code-signing-config":
+            raise NotImplementedError("Resource tagging on CSC not yet implemented.")
+        elif resource_type == "function":
+            self._get_function(
+                function_name=resource_identifier, account_id=account_id, region=region
+            )
+        elif resource_type == "capacity-provider":
+            self._get_capacity_provider(resource_identifier, account_id, region)
+        else:
+            _raise_validation_exception()
 
         # If no exceptions are raised, assume ARN and referenced resource is valid for tag operations
         return lambda_stores[account_id][region]
diff --git a/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_function.py b/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_function.py
index 21342d9d55a76..90243d4c7c403 100644
--- a/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_function.py
+++ b/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_function.py
@@ -19,11 +19,24 @@
 from localstack.utils.testutil import create_zip_file
 
 
+class LambdaManagedInstancesCapacityProviderConfig(TypedDict):
+    CapacityProviderArn: str | None
+    PerExecutionEnvironmentMaxConcurrency: int | None
+    ExecutionEnvironmentMemoryGiBPerVCpu: float | None
+
+
+class CapacityProviderConfig(TypedDict):
+    LambdaManagedInstancesCapacityProviderConfig: (
+        LambdaManagedInstancesCapacityProviderConfig | None
+    )
+
+
 class LambdaFunctionProperties(TypedDict):
     Code: Code | None
     Role: str | None
     Architectures: list[str] | None
     Arn: str | None
+    CapacityProviderConfig: CapacityProviderConfig | None
     CodeSigningConfigArn: str | None
     DeadLetterConfig: DeadLetterConfig | None
     Description: str | None
@@ -297,6 +310,7 @@ def _transform_function_to_model(function):
         "Arn",
         "EphemeralStorage",
         "Architectures",
+        "CapacityProviderConfig",
     ]
     response_model = util.select_attributes(function, model_properties)
     response_model["Arn"] = function["FunctionArn"]
@@ -387,6 +401,7 @@ def create(
                     "TracingConfig",
                     "VpcConfig",
                     "LoggingConfig",
+                    "CapacityProviderConfig",
                 ],
             )
             if "Timeout" in kwargs:
@@ -408,11 +423,27 @@ def create(
                 }
 
             kwargs["Code"] = _get_lambda_code_param(model)
+
+            # For managed instance lambdas, we publish them immediately
+            if "CapacityProviderConfig" in kwargs:
+                kwargs["Publish"] = True
+                kwargs["PublishTo"] = "LATEST_PUBLISHED"
+
             create_response = lambda_client.create_function(**kwargs)
+            # TODO: if version is in the schema, just put it in the model instead of the custom context
+            request.custom_context["Version"] = create_response["Version"]  # $LATEST.PUBLISHED
             model["Arn"] = create_response["FunctionArn"]
 
-        get_fn_response = lambda_client.get_function(FunctionName=model["Arn"])
+        if request.custom_context.get("Version") == "$LATEST.PUBLISHED":
+            # for managed instance lambdas, we need to wait until the version is published & active
+            get_fn_response = lambda_client.get_function(
+                FunctionName=model["FunctionName"], Qualifier=request.custom_context["Version"]
+            )
+        else:
+            get_fn_response = lambda_client.get_function(FunctionName=model["Arn"])
+
         match get_fn_response["Configuration"]["State"]:
+            # TODO: explicitly handle new ActiveNonInvocable state?
             case "Pending":
                 return ProgressEvent(
                     status=OperationStatus.IN_PROGRESS,
@@ -541,6 +572,7 @@ def update(
             "TracingConfig",
             "VpcConfig",
             "LoggingConfig",
+            "CapacityProviderConfig",
         ]
         update_config_props = util.select_attributes(request.desired_state, config_keys)
         function_name = request.previous_state["FunctionName"]
diff --git a/localstack-core/localstack/testing/pytest/fixtures.py b/localstack-core/localstack/testing/pytest/fixtures.py
index 3cc647abe9854..56d3c9ea626a5 100644
--- a/localstack-core/localstack/testing/pytest/fixtures.py
+++ b/localstack-core/localstack/testing/pytest/fixtures.py
@@ -1426,6 +1426,34 @@ def _create_function():
             LOG.debug("Unable to delete log group %s in cleanup", log_group_name)
 
 
+@pytest.fixture
+def lambda_is_function_deleted(aws_client):
+    """Example usage:
+    wait_until(lambda_is_function_deleted(function_name))
+    wait_until(lambda_is_function_deleted(function_name, Qualifier="my-alias"))
+
+    function_name can be a function name, function ARN, or partial function ARN.
+    """
+    return _lambda_is_function_deleted(aws_client.lambda_)
+
+
+def _lambda_is_function_deleted(lambda_client):
+    def _is_function_deleted(
+        function_name: str,
+        **kwargs,
+    ) -> Callable[[], bool]:
+        def _inner() -> bool:
+            try:
+                lambda_client.get_function(FunctionName=function_name, **kwargs)
+                return False
+            except lambda_client.exceptions.ResourceNotFoundException:
+                return True
+
+        return _inner
+
+    return _is_function_deleted
+
+
 @pytest.fixture
 def create_echo_http_server(aws_client, create_lambda_function):
     from localstack.aws.api.lambda_ import Runtime
diff --git a/localstack-core/localstack/utils/aws/arns.py b/localstack-core/localstack/utils/aws/arns.py
index 4b07d82e69611..2addc9f7d6001 100644
--- a/localstack-core/localstack/utils/aws/arns.py
+++ b/localstack-core/localstack/utils/aws/arns.py
@@ -284,6 +284,13 @@ def lambda_event_source_mapping_arn(uuid: str, account_id: str, region_name: str
     return _resource_arn(uuid, pattern, account_id=account_id, region_name=region_name)
 
 
+def capacity_provider_arn(capacity_provider_name: str, account_id: str, region_name: str) -> str:
+    pattern = "arn:%s:lambda:%s:%s:capacity-provider:%s"
+    return _resource_arn(
+        capacity_provider_name, pattern, account_id=account_id, region_name=region_name
+    )
+
+
 def lambda_function_or_layer_arn(
     type: str,
     entity_name: str,
diff --git a/tests/aws/services/lambda_/event_source_mapping/test_cfn_resource.snapshot.json b/tests/aws/services/lambda_/event_source_mapping/test_cfn_resource.snapshot.json
index 618589334f8f8..44a2cb355001c 100644
--- a/tests/aws/services/lambda_/event_source_mapping/test_cfn_resource.snapshot.json
+++ b/tests/aws/services/lambda_/event_source_mapping/test_cfn_resource.snapshot.json
@@ -1,6 +1,6 @@
 {
   "tests/aws/services/lambda_/event_source_mapping/test_cfn_resource.py::test_adding_tags": {
-    "recorded-date": "19-05-2025, 09:32:18",
+    "recorded-date": "25-11-2025, 15:44:31",
     "recorded-content": {
       "event-source-mapping-tags": {
         "Tags": {
diff --git a/tests/aws/services/lambda_/event_source_mapping/test_cfn_resource.validation.json b/tests/aws/services/lambda_/event_source_mapping/test_cfn_resource.validation.json
index 2a6ef1af1c4db..b923c943582f4 100644
--- a/tests/aws/services/lambda_/event_source_mapping/test_cfn_resource.validation.json
+++ b/tests/aws/services/lambda_/event_source_mapping/test_cfn_resource.validation.json
@@ -1,11 +1,11 @@
 {
   "tests/aws/services/lambda_/event_source_mapping/test_cfn_resource.py::test_adding_tags": {
-    "last_validated_date": "2025-05-19T09:33:12+00:00",
+    "last_validated_date": "2025-11-25T15:45:22+00:00",
     "durations_in_seconds": {
-      "setup": 0.54,
-      "call": 69.88,
-      "teardown": 54.76,
-      "total": 125.18
+      "setup": 0.68,
+      "call": 103.05,
+      "teardown": 51.44,
+      "total": 155.17
     }
   }
 }
diff --git a/tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_dynamodbstreams.py b/tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_dynamodbstreams.py
index 06bf661b40962..102b626993f1e 100644
--- a/tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_dynamodbstreams.py
+++ b/tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_dynamodbstreams.py
@@ -309,7 +309,7 @@ def test_disabled_dynamodb_event_source_mapping(
         retry(
             check_expected_lambda_log_events_length,
             retries=10,
-            sleep=3,
+            sleep=5 if is_aws_cloud() else 1,
             function_name=function_name,
             expected_length=1,
             logs_client=aws_client.logs,
@@ -1080,6 +1080,8 @@ def test_dynamodb_report_batch_item_failure_scenarios(
     ):
         snapshot.add_transformer(snapshot.transform.key_value("MD5OfBody"))
         snapshot.add_transformer(snapshot.transform.key_value("ReceiptHandle"))
+        snapshot.add_transformer(snapshot.transform.key_value("startSequenceNumber"))
+        snapshot.add_transformer(snapshot.transform.key_value("endSequenceNumber"))
 
         function_name = f"lambda_func-{short_uid()}"
         table_name = f"test-table-{short_uid()}"
@@ -1134,11 +1136,14 @@ def verify_failure_received():
         messages = retry(verify_failure_received, retries=15, sleep=sleep, sleep_before=5)
         snapshot.match("destination_queue_messages", messages)
 
-        events = get_lambda_log_events(function_name, logs_client=aws_client.logs)
-
         # This will filter out exception messages being added to the log stream
-        invocation_events = [event for event in events if "Records" in event]
-        snapshot.match("dynamodb_events", invocation_events)
+        def _get_events():
+            events = get_lambda_log_events(function_name, logs_client=aws_client.logs)
+            invocation_events = [event for event in events if "Records" in event]
+            assert len(invocation_events) == 4
+            return invocation_events
+
+        snapshot.match("dynamodb_events", retry(_get_events, retries=10))
 
     @markers.aws.validated
     @pytest.mark.parametrize(
diff --git a/tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_dynamodbstreams.snapshot.json b/tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_dynamodbstreams.snapshot.json
index c4a562d0f235d..a7c4133bd05f3 100644
--- a/tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_dynamodbstreams.snapshot.json
+++ b/tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_dynamodbstreams.snapshot.json
@@ -1,6 +1,6 @@
 {
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_dynamodbstreams.py::TestDynamoDBEventSourceMapping::test_dynamodb_event_source_mapping": {
-    "recorded-date": "22-02-2025, 03:03:03",
+    "recorded-date": "25-11-2025, 15:47:40",
     "recorded-content": {
       "create-table-result": {
         "TableDescription": {
@@ -100,7 +100,7 @@
     }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_dynamodbstreams.py::TestDynamoDBEventSourceMapping::test_disabled_dynamodb_event_source_mapping": {
-    "recorded-date": "12-10-2024, 10:57:16",
+    "recorded-date": "25-11-2025, 17:53:07",
     "recorded-content": {
       "dynamodb_create_table_result": {
         "TableDescription": {
@@ -199,7 +199,7 @@
     }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_dynamodbstreams.py::TestDynamoDBEventSourceMapping::test_deletion_event_source_mapping_with_dynamodb": {
-    "recorded-date": "12-10-2024, 10:57:49",
+    "recorded-date": "25-11-2025, 15:49:36",
     "recorded-content": {
       "create_dynamodb_table_response": {
         "TableDescription": {
@@ -302,7 +302,7 @@
     }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_dynamodbstreams.py::TestDynamoDBEventSourceMapping::test_dynamodb_event_source_mapping_with_on_failure_destination_config": {
-    "recorded-date": "13-10-2025, 19:19:23",
+    "recorded-date": "25-11-2025, 15:53:08",
     "recorded-content": {
       "create_table_response": {
         "TableDescription": {
@@ -456,7 +456,7 @@
     }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_dynamodbstreams.py::TestDynamoDBEventSourceMapping::test_dynamodb_invalid_event_filter[single-string]": {
-    "recorded-date": "12-10-2024, 11:21:25",
+    "recorded-date": "25-11-2025, 16:06:35",
     "recorded-content": {
       "exception_event_source_creation": {
         "Error": {
@@ -473,7 +473,7 @@
     }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_dynamodbstreams.py::TestDynamoDBEventSourceMapping::test_dynamodb_invalid_event_filter[[{\"eventName\": [\"INSERT\"=123}]]": {
-    "recorded-date": "12-10-2024, 11:21:41",
+    "recorded-date": "25-11-2025, 16:06:50",
     "recorded-content": {
       "exception_event_source_creation": {
         "Error": {
@@ -490,7 +490,7 @@
     }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_dynamodbstreams.py::TestDynamoDBEventSourceMapping::test_duplicate_event_source_mappings": {
-    "recorded-date": "12-10-2024, 10:55:48",
+    "recorded-date": "25-11-2025, 15:47:54",
     "recorded-content": {
       "create-table-result": {
         "TableDescription": {
@@ -569,7 +569,7 @@
     }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_dynamodbstreams.py::TestDynamoDBEventSourceMapping::test_dynamodb_event_filter[insert_same_entry_twice]": {
-    "recorded-date": "12-10-2024, 11:03:08",
+    "recorded-date": "25-11-2025, 15:56:13",
     "recorded-content": {
       "table_creation_response": {
         "TableDescription": {
@@ -713,7 +713,7 @@
     }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_dynamodbstreams.py::TestDynamoDBEventSourceMapping::test_dynamodb_event_filter[content_or_filter]": {
-    "recorded-date": "12-10-2024, 11:05:33",
+    "recorded-date": "25-11-2025, 15:57:25",
     "recorded-content": {
       "table_creation_response": {
         "TableDescription": {
@@ -1029,7 +1029,7 @@
     }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_dynamodbstreams.py::TestDynamoDBEventSourceMapping::test_dynamodb_event_filter[content_filter_type]": {
-    "recorded-date": "12-10-2024, 11:08:12",
+    "recorded-date": "25-11-2025, 15:59:22",
     "recorded-content": {
       "table_creation_response": {
         "TableDescription": {
@@ -1179,7 +1179,7 @@
     }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_dynamodbstreams.py::TestDynamoDBEventSourceMapping::test_dynamodb_event_filter[exists_filter_type]": {
-    "recorded-date": "12-10-2024, 11:10:06",
+    "recorded-date": "25-11-2025, 16:01:13",
     "recorded-content": {
       "table_creation_response": {
         "TableDescription": {
@@ -1331,7 +1331,7 @@
     }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_dynamodbstreams.py::TestDynamoDBEventSourceMapping::test_dynamodb_event_filter[exists_false_filter]": {
-    "recorded-date": "05-12-2024, 15:58:42",
+    "recorded-date": "25-11-2025, 16:02:27",
     "recorded-content": {
       "table_creation_response": {
         "TableDescription": {
@@ -1506,7 +1506,7 @@
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-    "recorded-date": "05-12-2024, 16:01:14",
+    "recorded-date": "25-11-2025, 16:04:16",
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@@ -1664,7 +1664,7 @@
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+    "recorded-date": "25-11-2025, 16:05:14",
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@@ -1816,7 +1816,7 @@
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-    "recorded-date": "12-10-2024, 11:20:10",
+    "recorded-date": "25-11-2025, 16:06:22",
     "recorded-content": {
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@@ -1982,7 +1982,7 @@
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-    "recorded-date": "13-10-2025, 19:15:20",
+    "recorded-date": "25-11-2025, 15:51:38",
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@@ -2133,7 +2133,7 @@
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-    "recorded-date": "13-10-2025, 19:22:57",
+    "recorded-date": "25-11-2025, 16:08:24",
     "recorded-content": {
       "create_table_response": {
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@@ -2713,7 +2713,7 @@
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+    "recorded-date": "25-11-2025, 20:01:25",
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       "create-table-result": {
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@@ -2917,7 +2917,7 @@
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+    "recorded-date": "25-11-2025, 20:03:19",
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       "create-table-result": {
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@@ -3121,7 +3121,7 @@
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+    "recorded-date": "25-11-2025, 20:04:44",
     "recorded-content": {
       "create-table-result": {
         "TableDescription": {
@@ -3325,7 +3325,7 @@
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+    "recorded-date": "25-11-2025, 20:06:23",
     "recorded-content": {
       "create-table-result": {
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@@ -3529,7 +3529,7 @@
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-    "recorded-date": "12-10-2024, 11:39:13",
+    "recorded-date": "25-11-2025, 20:08:17",
     "recorded-content": {
       "create-table-result": {
         "TableDescription": {
@@ -3733,7 +3733,7 @@
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-    "recorded-date": "12-10-2024, 11:40:57",
+    "recorded-date": "25-11-2025, 16:19:58",
     "recorded-content": {
       "create-table-result": {
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@@ -3807,7 +3807,7 @@
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-    "recorded-date": "12-10-2024, 11:42:06",
+    "recorded-date": "25-11-2025, 16:21:35",
     "recorded-content": {
       "create-table-result": {
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@@ -3881,7 +3881,7 @@
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+    "recorded-date": "25-11-2025, 16:23:20",
     "recorded-content": {
       "create-table-result": {
         "TableDescription": {
@@ -3955,7 +3955,7 @@
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   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_dynamodbstreams.py::TestDynamoDBEventSourceMapping::test_dynamodb_report_batch_item_success_scenarios[empty_batch_item_failure_success]": {
-    "recorded-date": "12-10-2024, 11:44:06",
+    "recorded-date": "25-11-2025, 16:25:03",
     "recorded-content": {
       "create-table-result": {
         "TableDescription": {
@@ -4029,7 +4029,7 @@
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   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_dynamodbstreams.py::TestDynamoDBEventSourceMapping::test_dynamodb_report_batch_item_success_scenarios[null_batch_item_failure_success]": {
-    "recorded-date": "12-10-2024, 11:45:51",
+    "recorded-date": "25-11-2025, 16:26:14",
     "recorded-content": {
       "create-table-result": {
         "TableDescription": {
@@ -4103,7 +4103,7 @@
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   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_dynamodbstreams.py::TestDynamoDBEventSourceMapping::test_dynamodb_report_batch_item_failure_scenarios[item_identifier_not_present_failure]": {
-    "recorded-date": "12-10-2024, 11:27:29",
+    "recorded-date": "25-11-2025, 20:00:14",
     "recorded-content": {
       "create-table-result": {
         "TableDescription": {
@@ -4307,7 +4307,7 @@
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-    "recorded-date": "03-01-2025, 16:42:26",
+    "recorded-date": "25-11-2025, 15:54:54",
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@@ -4476,7 +4476,7 @@
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-    "recorded-date": "26-02-2025, 03:08:09",
+    "recorded-date": "25-11-2025, 15:45:36",
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       "error": {
         "Error": {
diff --git a/tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_dynamodbstreams.validation.json b/tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_dynamodbstreams.validation.json
index 15f342471e86e..ca93743bfff31 100644
--- a/tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_dynamodbstreams.validation.json
+++ b/tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_dynamodbstreams.validation.json
@@ -1,113 +1,275 @@
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+    "last_validated_date": "2025-11-25T15:49:36+00:00",
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+    "last_validated_date": "2025-11-25T17:53:08+00:00",
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+    "last_validated_date": "2025-11-25T15:47:54+00:00",
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   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_dynamodbstreams.py::TestDynamoDBEventSourceMapping::test_dynamodb_report_batch_item_success_scenarios[empty_dict_success]": {
-    "last_validated_date": "2024-10-12T11:43:04+00:00"
+    "last_validated_date": "2025-11-25T16:23:20+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 104.0,
+      "teardown": 0.91,
+      "total": 104.91
+    }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_dynamodbstreams.py::TestDynamoDBEventSourceMapping::test_dynamodb_report_batch_item_success_scenarios[empty_list_success]": {
-    "last_validated_date": "2024-10-12T11:40:54+00:00"
+    "last_validated_date": "2025-11-25T16:19:58+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 128.73,
+      "teardown": 1.21,
+      "total": 129.94
+    }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_dynamodbstreams.py::TestDynamoDBEventSourceMapping::test_dynamodb_report_batch_item_success_scenarios[null_batch_item_failure_success]": {
-    "last_validated_date": "2024-10-12T11:45:49+00:00"
+    "last_validated_date": "2025-11-25T16:26:14+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 70.12,
+      "teardown": 0.91,
+      "total": 71.04
+    }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_dynamodbstreams.py::TestDynamoDBEventSourceMapping::test_dynamodb_report_batch_item_success_scenarios[null_success]": {
-    "last_validated_date": "2024-10-12T11:42:04+00:00"
+    "last_validated_date": "2025-11-25T16:21:35+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 96.77,
+      "teardown": 0.92,
+      "total": 97.69
+    }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_dynamodbstreams.py::TestDynamoDBEventSourceMapping::test_esm_with_not_existing_dynamodb_stream": {
-    "last_validated_date": "2025-02-26T03:08:08+00:00"
+    "last_validated_date": "2025-11-25T15:45:36+00:00",
+    "durations_in_seconds": {
+      "setup": 10.88,
+      "call": 2.16,
+      "teardown": 0.8,
+      "total": 13.84
+    }
   }
 }
diff --git a/tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.py b/tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.py
index 5ef258af7dcf8..014fff29328d4 100644
--- a/tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.py
+++ b/tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.py
@@ -378,6 +378,10 @@ def test_kinesis_event_source_trim_horizon(
         stream_summary = aws_client.kinesis.describe_stream_summary(StreamName=stream_name)
         assert stream_summary["StreamDescriptionSummary"]["OpenShardCount"] == 1
 
+        if is_aws_cloud():
+            # 😿
+            time.sleep(5)
+
         # insert some records before event source mapping created
         for i in range(num_batches - 1):
             aws_client.kinesis.put_records(
@@ -652,13 +656,22 @@ def verify_failure_received():
         sqs_payload = retry(verify_failure_received, retries=15, sleep=sleep, sleep_before=5)
         snapshot.match("sqs_payload", sqs_payload)
 
-        batched_records = get_lambda_log_events(function_name, logs_client=aws_client.logs)
-        flattened_records = [
-            record for batch in batched_records for record in batch.get("Records", [])
-        ]
-        sorted_records = sorted(flattened_records, key=lambda item: item["kinesis"]["partitionKey"])
+        def _verify_messages_received():
+            events = get_lambda_log_events(function_name, logs_client=aws_client.logs)
+
+            # This will filter out exception messages being added to the log stream
+            batched_records = [event for event in events if "Records" in event]
+            assert len(batched_records) >= 5
+            flattened_records = [
+                record for batch in batched_records for record in batch.get("Records", [])
+            ]
+            sorted_records = sorted(
+                flattened_records, key=lambda item: item["kinesis"]["partitionKey"]
+            )
 
-        snapshot.match("kinesis_records", {"Records": sorted_records})
+            snapshot.match("kinesis_records", {"Records": sorted_records})
+
+        retry(_verify_messages_received)
 
     @markers.aws.validated
     @pytest.mark.parametrize(
@@ -753,11 +766,15 @@ def verify_failure_received():
         sqs_payload = retry(verify_failure_received, retries=15, sleep=sleep, sleep_before=5)
         snapshot.match("sqs_payload", sqs_payload)
 
-        events = get_lambda_log_events(function_name, logs_client=aws_client.logs)
+        def _get_events():
+            events = get_lambda_log_events(function_name, logs_client=aws_client.logs)
 
-        # This will filter out exception messages being added to the log stream
-        invocation_events = [event for event in events if "Records" in event]
-        snapshot.match("kinesis_events", invocation_events)
+            # This will filter out exception messages being added to the log stream
+            invocation_events = [event for event in events if "Records" in event]
+            assert len(invocation_events) == 3
+            return invocation_events
+
+        snapshot.match("kinesis_events", retry(_get_events))
 
     @markers.aws.validated
     def test_kinesis_event_source_mapping_with_sns_on_failure_destination_config(
@@ -1231,21 +1248,17 @@ def _patched_stream_parameters(self):
             "StreamDescription"
         ]["StreamARN"]
 
-        aws_client.kinesis.put_record(
-            Data="stream-data",
-            PartitionKey="test",
-            StreamName=stream_name,
+        retry(
+            lambda: aws_client.kinesis.put_record(
+                Data="stream-data",
+                PartitionKey="test",
+                StreamName=stream_name,
+            )
         )
 
         # Ensure that the first record has expired
         time.sleep(wait_before_processing)
 
-        # The first record in the batch will have expired with the remaining batch not exceeding any age-limits.
-        aws_client.kinesis.put_records(
-            Records=[{"Data": f"stream-data-{i + 1}", "PartitionKey": "test"} for i in range(5)],
-            StreamName=stream_name,
-        )
-
         destination_queue_url = sqs_create_queue()
         create_lambda_function(
             func_name=function_name,
@@ -1260,6 +1273,12 @@ def _patched_stream_parameters(self):
         dead_letter_queue_arn = sqs_get_queue_arn(dead_letter_queue)
         destination_config = {"OnFailure": {"Destination": dead_letter_queue_arn}}
 
+        # The first record in the batch will have expired with the remaining batch not exceeding any age-limits.
+        aws_client.kinesis.put_records(
+            Records=[{"Data": f"stream-data-{i + 1}", "PartitionKey": "test"} for i in range(5)],
+            StreamName=stream_name,
+        )
+
         create_event_source_mapping_response = create_event_source_mapping(
             FunctionName=function_name,
             BatchSize=10,
diff --git a/tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.snapshot.json b/tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.snapshot.json
index 809b9f0d539cd..67bc897ea781d 100644
--- a/tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.snapshot.json
+++ b/tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.snapshot.json
@@ -1,6 +1,6 @@
 {
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.py::TestKinesisSource::test_create_kinesis_event_source_mapping": {
-    "recorded-date": "12-10-2024, 11:47:16",
+    "recorded-date": "25-11-2025, 16:27:42",
     "recorded-content": {
       "create_event_source_mapping_response": {
         "BatchSize": 100,
@@ -195,7 +195,7 @@
     }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.py::TestKinesisSource::test_kinesis_event_source_mapping_with_async_invocation": {
-    "recorded-date": "11-12-2024, 09:54:54",
+    "recorded-date": "25-11-2025, 16:30:35",
     "recorded-content": {
       "create_event_source_mapping_response": {
         "BatchSize": 10,
@@ -562,7 +562,7 @@
     }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.py::TestKinesisSource::test_kinesis_event_source_trim_horizon": {
-    "recorded-date": "12-10-2024, 11:50:52",
+    "recorded-date": "25-11-2025, 17:33:31",
     "recorded-content": {
       "create_event_source_mapping_response": {
         "BatchSize": 10,
@@ -1096,7 +1096,7 @@
     }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.py::TestKinesisSource::test_disable_kinesis_event_source_mapping": {
-    "recorded-date": "12-10-2024, 11:54:22",
+    "recorded-date": "25-11-2025, 16:34:05",
     "recorded-content": {
       "create_event_source_mapping_response": {
         "BatchSize": 10,
@@ -1293,7 +1293,7 @@
     }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.py::TestKinesisSource::test_kinesis_event_source_mapping_with_on_failure_destination_config": {
-    "recorded-date": "12-10-2024, 12:29:14",
+    "recorded-date": "25-11-2025, 16:35:32",
     "recorded-content": {
       "create_event_source_mapping_response": {
         "BatchSize": 1,
@@ -1363,7 +1363,7 @@
     }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.py::TestKinesisEventFiltering::test_kinesis_event_filtering_json_pattern": {
-    "recorded-date": "12-10-2024, 13:31:54",
+    "recorded-date": "25-11-2025, 17:06:08",
     "recorded-content": {
       "create_event_source_mapping_response": {
         "BatchSize": 1,
@@ -1447,7 +1447,7 @@
     }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.py::TestKinesisSource::test_duplicate_event_source_mappings": {
-    "recorded-date": "12-10-2024, 11:48:49",
+    "recorded-date": "25-11-2025, 16:29:02",
     "recorded-content": {
       "create": {
         "BatchSize": 100,
@@ -1490,7 +1490,7 @@
     }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.py::TestKinesisSource::test_create_kinesis_event_source_mapping_multiple_lambdas_single_kinesis_event_stream": {
-    "recorded-date": "12-10-2024, 13:58:19",
+    "recorded-date": "25-11-2025, 17:33:15",
     "recorded-content": {
       "create_event_source_mapping_response-a": {
         "BatchSize": 100,
@@ -1587,7 +1587,7 @@
     }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.py::TestKinesisSource::test_kinesis_event_source_mapping_with_sns_on_failure_destination_config": {
-    "recorded-date": "12-10-2024, 13:17:57",
+    "recorded-date": "25-11-2025, 16:48:33",
     "recorded-content": {
       "create_event_source_mapping_response": {
         "BatchSize": 1,
@@ -1654,7 +1654,7 @@
     }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.py::TestKinesisSource::test_kinesis_report_batch_item_failures": {
-    "recorded-date": "12-10-2024, 14:17:06",
+    "recorded-date": "25-11-2025, 19:03:18",
     "recorded-content": {
       "create_event_source_mapping_response": {
         "BatchSize": 3,
@@ -1890,7 +1890,7 @@
     }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.py::TestKinesisSource::test_kinesis_report_batch_item_success_scenarios[empty_list_success]": {
-    "recorded-date": "12-10-2024, 13:21:25",
+    "recorded-date": "25-11-2025, 16:52:37",
     "recorded-content": {
       "create_event_source_mapping_response": {
         "BatchSize": 1,
@@ -1945,7 +1945,7 @@
     }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.py::TestKinesisSource::test_kinesis_report_batch_item_success_scenarios[null_success]": {
-    "recorded-date": "12-10-2024, 13:23:15",
+    "recorded-date": "25-11-2025, 16:53:51",
     "recorded-content": {
       "create_event_source_mapping_response": {
         "BatchSize": 1,
@@ -2000,7 +2000,7 @@
     }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.py::TestKinesisSource::test_kinesis_report_batch_item_success_scenarios[empty_dict_success]": {
-    "recorded-date": "12-10-2024, 13:25:13",
+    "recorded-date": "25-11-2025, 16:55:22",
     "recorded-content": {
       "create_event_source_mapping_response": {
         "BatchSize": 1,
@@ -2055,7 +2055,7 @@
     }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.py::TestKinesisSource::test_kinesis_report_batch_item_success_scenarios[empty_batch_item_failure_success]": {
-    "recorded-date": "12-10-2024, 13:27:12",
+    "recorded-date": "25-11-2025, 16:56:44",
     "recorded-content": {
       "create_event_source_mapping_response": {
         "BatchSize": 1,
@@ -2110,7 +2110,7 @@
     }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.py::TestKinesisSource::test_kinesis_report_batch_item_success_scenarios[null_batch_item_failure_success]": {
-    "recorded-date": "12-10-2024, 13:28:05",
+    "recorded-date": "25-11-2025, 16:58:22",
     "recorded-content": {
       "create_event_source_mapping_response": {
         "BatchSize": 1,
@@ -2165,7 +2165,7 @@
     }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.py::TestKinesisSource::test_kinesis_report_batch_item_failure_scenarios[empty_string_item_identifier_failure]": {
-    "recorded-date": "12-10-2024, 13:08:09",
+    "recorded-date": "25-11-2025, 21:22:47",
     "recorded-content": {
       "create_event_source_mapping_response": {
         "BatchSize": 1,
@@ -2299,7 +2299,7 @@
     }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.py::TestKinesisSource::test_kinesis_report_batch_item_failure_scenarios[null_item_identifier_failure]": {
-    "recorded-date": "12-10-2024, 13:10:20",
+    "recorded-date": "25-11-2025, 21:24:21",
     "recorded-content": {
       "create_event_source_mapping_response": {
         "BatchSize": 1,
@@ -2433,7 +2433,7 @@
     }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.py::TestKinesisSource::test_kinesis_report_batch_item_failure_scenarios[invalid_key_foo_failure]": {
-    "recorded-date": "12-10-2024, 13:13:18",
+    "recorded-date": "25-11-2025, 21:25:25",
     "recorded-content": {
       "create_event_source_mapping_response": {
         "BatchSize": 1,
@@ -2567,7 +2567,7 @@
     }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.py::TestKinesisSource::test_kinesis_report_batch_item_failure_scenarios[invalid_key_foo_null_value_failure]": {
-    "recorded-date": "12-10-2024, 13:14:13",
+    "recorded-date": "25-11-2025, 21:26:14",
     "recorded-content": {
       "create_event_source_mapping_response": {
         "BatchSize": 1,
@@ -2701,7 +2701,7 @@
     }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.py::TestKinesisSource::test_kinesis_report_batch_item_failure_scenarios[unhandled_exception_in_function]": {
-    "recorded-date": "14-10-2024, 18:10:16",
+    "recorded-date": "25-11-2025, 21:27:32",
     "recorded-content": {
       "create_event_source_mapping_response": {
         "BatchSize": 1,
@@ -2835,7 +2835,7 @@
     }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.py::TestKinesisSource::test_kinesis_report_batch_item_failure_scenarios[item_identifier_not_present_failure]": {
-    "recorded-date": "12-10-2024, 13:06:13",
+    "recorded-date": "25-11-2025, 21:21:12",
     "recorded-content": {
       "create_event_source_mapping_response": {
         "BatchSize": 1,
@@ -2969,7 +2969,7 @@
     }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.py::TestKinesisSource::test_kinesis_report_batch_item_success_scenarios[empty_string_success]": {
-    "recorded-date": "12-10-2024, 13:19:37",
+    "recorded-date": "25-11-2025, 16:51:42",
     "recorded-content": {
       "create_event_source_mapping_response": {
         "BatchSize": 1,
@@ -3024,7 +3024,7 @@
     }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.py::TestKinesisSource::test_kinesis_empty_provided": {
-    "recorded-date": "11-10-2024, 11:04:55",
+    "recorded-date": "25-11-2025, 17:03:32",
     "recorded-content": {
       "create_event_source_mapping_response": {
         "BatchSize": 1,
@@ -3081,7 +3081,7 @@
     }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.py::TestKinesisSource::test_kinesis_event_source_mapping_with_s3_on_failure_destination": {
-    "recorded-date": "03-01-2025, 14:50:27",
+    "recorded-date": "25-11-2025, 16:50:20",
     "recorded-content": {
       "create_event_source_mapping_response": {
         "BatchSize": 1,
@@ -3158,7 +3158,7 @@
     }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.py::TestKinesisSource::test_esm_with_not_existing_kinesis_stream": {
-    "recorded-date": "26-02-2025, 03:05:30",
+    "recorded-date": "25-11-2025, 16:26:16",
     "recorded-content": {
       "error": {
         "Error": {
@@ -3175,7 +3175,7 @@
     }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.py::TestKinesisSource::test_kinesis_maximum_record_age_exceeded[expire-while-retrying]": {
-    "recorded-date": "13-04-2025, 15:00:55",
+    "recorded-date": "25-11-2025, 16:59:40",
     "recorded-content": {
       "create_event_source_mapping_response": {
         "BatchSize": 1,
@@ -3213,7 +3213,7 @@
                 "requestId": "<uuid:2>",
                 "functionArn": "arn:<partition>:lambda:<region>:111111111111:function:<resource:3>",
                 "condition": "RecordAgeExceeded",
-                "approximateInvokeCount": 1
+                "approximateInvokeCount": 8
               },
               "version": "1.0",
               "timestamp": "<timestamp:2022-07-13T13:48:01.000Z>",
@@ -3240,7 +3240,7 @@
     }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.py::TestKinesisSource::test_kinesis_maximum_record_age_exceeded[expire-before-ingestion]": {
-    "recorded-date": "13-04-2025, 16:29:29",
+    "recorded-date": "25-11-2025, 17:01:42",
     "recorded-content": {
       "create_event_source_mapping_response": {
         "BatchSize": 1,
@@ -3305,7 +3305,7 @@
     }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.py::TestKinesisSource::test_kinesis_maximum_record_age_exceeded_discard_records": {
-    "recorded-date": "13-04-2025, 17:05:16",
+    "recorded-date": "25-11-2025, 18:15:46",
     "recorded-content": {
       "create_event_source_mapping_response": {
         "BatchSize": 10,
diff --git a/tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.validation.json b/tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.validation.json
index 4f3d4284e0547..76f6d770b45fa 100644
--- a/tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.validation.json
+++ b/tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.validation.json
@@ -1,86 +1,260 @@
 {
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.py::TestKinesisEventFiltering::test_kinesis_event_filtering_json_pattern": {
-    "last_validated_date": "2024-12-13T14:48:09+00:00"
+    "last_validated_date": "2025-11-25T17:06:08+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 153.83,
+      "teardown": 2.61,
+      "total": 156.44
+    }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.py::TestKinesisSource::test_create_kinesis_event_source_mapping": {
-    "last_validated_date": "2024-12-13T14:01:07+00:00"
+    "last_validated_date": "2025-11-25T16:27:42+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 84.38,
+      "teardown": 1.2,
+      "total": 85.58
+    }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.py::TestKinesisSource::test_create_kinesis_event_source_mapping_multiple_lambdas_single_kinesis_event_stream": {
-    "last_validated_date": "2024-12-13T14:02:48+00:00"
+    "last_validated_date": "2025-11-25T17:33:16+00:00",
+    "durations_in_seconds": {
+      "setup": 11.22,
+      "call": 92.09,
+      "teardown": 2.12,
+      "total": 105.43
+    }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.py::TestKinesisSource::test_disable_kinesis_event_source_mapping": {
-    "last_validated_date": "2024-12-13T14:10:20+00:00"
+    "last_validated_date": "2025-11-25T16:34:05+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 197.42,
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+    }
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-    "last_validated_date": "2024-12-13T14:03:01+00:00"
+    "last_validated_date": "2025-11-25T16:29:02+00:00",
+    "durations_in_seconds": {
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+    }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.py::TestKinesisSource::test_esm_with_not_existing_kinesis_stream": {
-    "last_validated_date": "2025-02-26T03:05:29+00:00"
+    "last_validated_date": "2025-11-25T16:26:16+00:00",
+    "durations_in_seconds": {
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+    }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.py::TestKinesisSource::test_kinesis_empty_provided": {
-    "last_validated_date": "2024-12-13T14:45:29+00:00"
+    "last_validated_date": "2025-11-25T17:03:32+00:00",
+    "durations_in_seconds": {
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+    }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.py::TestKinesisSource::test_kinesis_event_source_mapping_with_async_invocation": {
-    "last_validated_date": "2024-12-13T14:04:46+00:00"
+    "last_validated_date": "2025-11-25T16:30:35+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 92.33,
+      "teardown": 1.15,
+      "total": 93.48
+    }
+  },
+  "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.py::TestKinesisSource::test_kinesis_event_source_mapping_with_on_failure_destination_config": {
+    "last_validated_date": "2025-11-25T16:35:32+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
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+      "teardown": 2.35,
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+    }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.py::TestKinesisSource::test_kinesis_event_source_mapping_with_s3_on_failure_destination": {
-    "last_validated_date": "2025-01-03T14:50:23+00:00"
+    "last_validated_date": "2025-11-25T16:50:20+00:00",
+    "durations_in_seconds": {
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+      "teardown": 3.28,
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+    }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.py::TestKinesisSource::test_kinesis_event_source_mapping_with_sns_on_failure_destination_config": {
-    "last_validated_date": "2024-12-13T14:35:43+00:00"
+    "last_validated_date": "2025-11-25T16:48:33+00:00",
+    "durations_in_seconds": {
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+      "teardown": 3.07,
+      "total": 110.9
+    }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.py::TestKinesisSource::test_kinesis_event_source_trim_horizon": {
-    "last_validated_date": "2024-12-13T14:06:49+00:00"
+    "last_validated_date": "2025-11-25T17:33:32+00:00",
+    "durations_in_seconds": {
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+      "teardown": 1.63,
+      "total": 108.48
+    }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.py::TestKinesisSource::test_kinesis_maximum_record_age_exceeded": {
     "last_validated_date": "2025-04-13T15:57:25+00:00"
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.py::TestKinesisSource::test_kinesis_maximum_record_age_exceeded[expire-before-ingestion]": {
-    "last_validated_date": "2025-04-13T16:29:25+00:00"
+    "last_validated_date": "2025-11-25T17:01:42+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 119.95,
+      "teardown": 1.62,
+      "total": 121.57
+    }
+  },
+  "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.py::TestKinesisSource::test_kinesis_maximum_record_age_exceeded[expire-while-retrying]": {
+    "last_validated_date": "2025-11-25T16:59:40+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 76.3,
+      "teardown": 1.69,
+      "total": 77.99
+    }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.py::TestKinesisSource::test_kinesis_maximum_record_age_exceeded[expire-with-mixed-arrival-batch]": {
     "last_validated_date": "2025-04-13T16:39:43+00:00"
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.py::TestKinesisSource::test_kinesis_maximum_record_age_exceeded_discard_records": {
-    "last_validated_date": "2025-04-23T21:42:09+00:00"
+    "last_validated_date": "2025-11-25T18:15:47+00:00",
+    "durations_in_seconds": {
+      "setup": 11.3,
+      "call": 161.14,
+      "teardown": 2.18,
+      "total": 174.62
+    }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.py::TestKinesisSource::test_kinesis_report_batch_item_failure_scenarios[empty_string_item_identifier_failure]": {
-    "last_validated_date": "2024-12-13T14:23:18+00:00"
+    "last_validated_date": "2025-11-25T21:22:47+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 93.51,
+      "teardown": 1.0,
+      "total": 94.51
+    }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.py::TestKinesisSource::test_kinesis_report_batch_item_failure_scenarios[invalid_key_foo_failure]": {
-    "last_validated_date": "2024-12-13T14:27:36+00:00"
+    "last_validated_date": "2025-11-25T21:25:25+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 62.92,
+      "teardown": 1.0,
+      "total": 63.92
+    }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.py::TestKinesisSource::test_kinesis_report_batch_item_failure_scenarios[invalid_key_foo_null_value_failure]": {
-    "last_validated_date": "2024-12-13T14:31:32+00:00"
+    "last_validated_date": "2025-11-25T21:26:14+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 47.63,
+      "teardown": 1.07,
+      "total": 48.7
+    }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.py::TestKinesisSource::test_kinesis_report_batch_item_failure_scenarios[item_identifier_not_present_failure]": {
-    "last_validated_date": "2024-12-13T14:20:08+00:00"
+    "last_validated_date": "2025-11-25T21:21:12+00:00",
+    "durations_in_seconds": {
+      "setup": 11.0,
+      "call": 78.58,
+      "teardown": 1.0,
+      "total": 90.58
+    }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.py::TestKinesisSource::test_kinesis_report_batch_item_failure_scenarios[null_item_identifier_failure]": {
-    "last_validated_date": "2024-12-13T14:25:26+00:00"
+    "last_validated_date": "2025-11-25T21:24:21+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 93.26,
+      "teardown": 1.03,
+      "total": 94.29
+    }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.py::TestKinesisSource::test_kinesis_report_batch_item_failure_scenarios[unhandled_exception_in_function]": {
-    "last_validated_date": "2024-12-13T14:34:41+00:00"
+    "last_validated_date": "2025-11-25T21:27:33+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 77.2,
+      "teardown": 1.77,
+      "total": 78.97
+    }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.py::TestKinesisSource::test_kinesis_report_batch_item_failures": {
-    "last_validated_date": "2024-12-13T14:18:13+00:00"
+    "last_validated_date": "2025-11-25T19:03:19+00:00",
+    "durations_in_seconds": {
+      "setup": 11.23,
+      "call": 118.12,
+      "teardown": 2.25,
+      "total": 131.6
+    }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.py::TestKinesisSource::test_kinesis_report_batch_item_success_scenarios[empty_batch_item_failure_success]": {
-    "last_validated_date": "2024-12-13T14:42:49+00:00"
+    "last_validated_date": "2025-11-25T16:56:44+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 80.81,
+      "teardown": 1.14,
+      "total": 81.95
+    }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.py::TestKinesisSource::test_kinesis_report_batch_item_success_scenarios[empty_dict_success]": {
-    "last_validated_date": "2024-12-13T14:41:30+00:00"
+    "last_validated_date": "2025-11-25T16:55:22+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 89.38,
+      "teardown": 1.2,
+      "total": 90.58
+    }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.py::TestKinesisSource::test_kinesis_report_batch_item_success_scenarios[empty_list_success]": {
-    "last_validated_date": "2024-12-13T14:38:21+00:00"
+    "last_validated_date": "2025-11-25T16:52:37+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 54.19,
+      "teardown": 1.17,
+      "total": 55.36
+    }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.py::TestKinesisSource::test_kinesis_report_batch_item_success_scenarios[empty_string_success]": {
-    "last_validated_date": "2024-12-13T14:37:20+00:00"
+    "last_validated_date": "2025-11-25T16:51:42+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 80.53,
+      "teardown": 1.21,
+      "total": 81.74
+    }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.py::TestKinesisSource::test_kinesis_report_batch_item_success_scenarios[null_batch_item_failure_success]": {
-    "last_validated_date": "2024-12-13T14:44:14+00:00"
+    "last_validated_date": "2025-11-25T16:58:22+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 97.16,
+      "teardown": 1.13,
+      "total": 98.29
+    }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_kinesis.py::TestKinesisSource::test_kinesis_report_batch_item_success_scenarios[null_success]": {
-    "last_validated_date": "2024-12-13T14:39:47+00:00"
+    "last_validated_date": "2025-11-25T16:53:51+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 73.11,
+      "teardown": 1.21,
+      "total": 74.32
+    }
   }
 }
diff --git a/tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.snapshot.json b/tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.snapshot.json
index cae128ced9d5c..905e1db02b77b 100644
--- a/tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.snapshot.json
+++ b/tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.snapshot.json
@@ -1,6 +1,6 @@
 {
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.py::test_failing_lambda_retries_after_visibility_timeout": {
-    "recorded-date": "12-10-2024, 13:32:32",
+    "recorded-date": "25-11-2025, 17:06:47",
     "recorded-content": {
       "get_destination_queue_url": {
         "QueueUrl": "<queue-url:1>",
@@ -100,7 +100,7 @@
     }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.py::test_redrive_policy_with_failing_lambda": {
-    "recorded-date": "12-10-2024, 13:33:30",
+    "recorded-date": "25-11-2025, 17:07:40",
     "recorded-content": {
       "get_destination_queue_url": {
         "QueueUrl": "<queue-url:1>",
@@ -201,7 +201,7 @@
     }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.py::test_sqs_queue_as_lambda_dead_letter_queue": {
-    "recorded-date": "12-10-2024, 13:33:41",
+    "recorded-date": "25-11-2025, 17:07:49",
     "recorded-content": {
       "lambda-response-dlq-config": {
         "TargetArn": "arn:<partition>:sqs:<region>:111111111111:<resource:1>"
@@ -531,7 +531,7 @@
     }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.py::test_report_batch_item_failures_on_lambda_error": {
-    "recorded-date": "12-10-2024, 13:34:40",
+    "recorded-date": "25-11-2025, 17:08:10",
     "recorded-content": {
       "dlq_messages": [
         {
@@ -553,7 +553,7 @@
     }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.py::test_report_batch_item_failures_invalid_result_json_batch_fails": {
-    "recorded-date": "12-10-2024, 13:35:12",
+    "recorded-date": "25-11-2025, 17:08:43",
     "recorded-content": {
       "get_destination_queue_url": {
         "QueueUrl": "<queue-url:1>",
@@ -666,7 +666,7 @@
     }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.py::test_report_batch_item_failures_empty_json_batch_succeeds": {
-    "recorded-date": "12-10-2024, 13:35:43",
+    "recorded-date": "25-11-2025, 17:09:13",
     "recorded-content": {
       "get_destination_queue_url": {
         "QueueUrl": "<queue-url:1>",
@@ -714,7 +714,7 @@
     }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.py::TestSQSEventSourceMapping::test_event_source_mapping_default_batch_size": {
-    "recorded-date": "12-10-2024, 13:37:20",
+    "recorded-date": "25-11-2025, 17:10:49",
     "recorded-content": {
       "create-event-source-mapping": {
         "BatchSize": 10,
@@ -759,7 +759,7 @@
     }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.py::TestSQSEventSourceMapping::test_sqs_event_source_mapping": {
-    "recorded-date": "12-10-2024, 13:38:02",
+    "recorded-date": "25-11-2025, 17:11:30",
     "recorded-content": {
       "create-event-source-mapping-response": {
         "BatchSize": 10,
@@ -1304,7 +1304,7 @@
     }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.py::TestSQSEventSourceMapping::test_sqs_invalid_event_filter[None]": {
-    "recorded-date": "12-10-2024, 13:43:37",
+    "recorded-date": "25-11-2025, 17:22:25",
     "recorded-content": {
       "create_event_source_mapping_exception": {
         "Error": {
@@ -1321,7 +1321,7 @@
     }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.py::TestSQSEventSourceMapping::test_sqs_invalid_event_filter[simple string]": {
-    "recorded-date": "12-10-2024, 13:43:42",
+    "recorded-date": "25-11-2025, 17:22:28",
     "recorded-content": {
       "create_event_source_mapping_exception": {
         "Error": {
@@ -1338,7 +1338,7 @@
     }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.py::TestSQSEventSourceMapping::test_sqs_invalid_event_filter[invalid_filter2]": {
-    "recorded-date": "12-10-2024, 13:43:47",
+    "recorded-date": "25-11-2025, 17:22:31",
     "recorded-content": {
       "create_event_source_mapping_exception": {
         "Error": {
@@ -1355,7 +1355,7 @@
     }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.py::TestSQSEventSourceMapping::test_sqs_invalid_event_filter[invalid_filter3]": {
-    "recorded-date": "12-10-2024, 13:43:52",
+    "recorded-date": "25-11-2025, 17:22:34",
     "recorded-content": {
       "create_event_source_mapping_exception": {
         "Error": {
@@ -1372,7 +1372,7 @@
     }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.py::test_message_body_and_attributes_passed_correctly": {
-    "recorded-date": "12-10-2024, 13:32:53",
+    "recorded-date": "25-11-2025, 17:07:07",
     "recorded-content": {
       "get_destination_queue_url": {
         "QueueUrl": "<queue-url:1>",
@@ -1418,8 +1418,8 @@
                         "dataType": "String"
                       }
                     },
-                    "md5OfBody": "<md5-of-body:1>",
                     "md5OfMessageAttributes": "d25a6aea97eb8f585bfa92d314504a92",
+                    "md5OfBody": "<md5-of-body:1>",
                     "eventSource": "aws:sqs",
                     "eventSourceARN": "arn:<partition>:sqs:<region>:111111111111:<resource:1>",
                     "awsRegion": "<region>"
@@ -1440,7 +1440,7 @@
     }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.py::TestSQSEventSourceMapping::test_sqs_event_source_mapping_update": {
-    "recorded-date": "12-10-2024, 13:45:45",
+    "recorded-date": "25-11-2025, 23:41:34",
     "recorded-content": {
       "create-event-source-mapping-response": {
         "BatchSize": 10,
@@ -1578,7 +1578,7 @@
     }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.py::TestSQSEventSourceMapping::test_duplicate_event_source_mappings": {
-    "recorded-date": "12-10-2024, 13:45:56",
+    "recorded-date": "25-11-2025, 17:24:03",
     "recorded-content": {
       "create": {
         "BatchSize": 10,
@@ -1611,7 +1611,7 @@
     }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.py::test_fifo_message_group_parallelism": {
-    "recorded-date": "12-10-2024, 13:37:01",
+    "recorded-date": "25-11-2025, 17:10:34",
     "recorded-content": {
       "create_esm_disabled": {
         "BatchSize": 1,
@@ -1664,7 +1664,7 @@
     }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.py::TestSQSEventSourceMapping::test_sqs_event_source_mapping_batch_size[15]": {
-    "recorded-date": "11-12-2024, 13:42:57",
+    "recorded-date": "25-11-2025, 17:12:32",
     "recorded-content": {
       "create-event-source-mapping-response": {
         "BatchSize": 15,
@@ -1785,8 +1785,8 @@
             "ApproximateFirstReceiveTimestamp": "<approximate-first-receive-timestamp>"
           },
           "messageAttributes": {},
-          "md5OfBody": "<md5-of-body:1>",
           "md5OfMessageAttributes": null,
+          "md5OfBody": "<md5-of-body:1>",
           "eventSource": "aws:sqs",
           "eventSourceARN": "arn:<partition>:sqs:<region>:111111111111:<resource:1>",
           "awsRegion": "<region>"
@@ -1819,8 +1819,8 @@
             "ApproximateFirstReceiveTimestamp": "<approximate-first-receive-timestamp>"
           },
           "messageAttributes": {},
-          "md5OfBody": "<md5-of-body:3>",
           "md5OfMessageAttributes": null,
+          "md5OfBody": "<md5-of-body:3>",
           "eventSource": "aws:sqs",
           "eventSourceARN": "arn:<partition>:sqs:<region>:111111111111:<resource:1>",
           "awsRegion": "<region>"
@@ -1836,8 +1836,8 @@
             "ApproximateFirstReceiveTimestamp": "<approximate-first-receive-timestamp>"
           },
           "messageAttributes": {},
-          "md5OfBody": "<md5-of-body:4>",
           "md5OfMessageAttributes": null,
+          "md5OfBody": "<md5-of-body:4>",
           "eventSource": "aws:sqs",
           "eventSourceARN": "arn:<partition>:sqs:<region>:111111111111:<resource:1>",
           "awsRegion": "<region>"
@@ -1853,8 +1853,8 @@
             "ApproximateFirstReceiveTimestamp": "<approximate-first-receive-timestamp>"
           },
           "messageAttributes": {},
-          "md5OfBody": "<md5-of-body:5>",
           "md5OfMessageAttributes": null,
+          "md5OfBody": "<md5-of-body:5>",
           "eventSource": "aws:sqs",
           "eventSourceARN": "arn:<partition>:sqs:<region>:111111111111:<resource:1>",
           "awsRegion": "<region>"
@@ -1921,8 +1921,8 @@
             "ApproximateFirstReceiveTimestamp": "<approximate-first-receive-timestamp>"
           },
           "messageAttributes": {},
-          "md5OfMessageAttributes": null,
           "md5OfBody": "<md5-of-body:9>",
+          "md5OfMessageAttributes": null,
           "eventSource": "aws:sqs",
           "eventSourceARN": "arn:<partition>:sqs:<region>:111111111111:<resource:1>",
           "awsRegion": "<region>"
@@ -2023,8 +2023,8 @@
             "ApproximateFirstReceiveTimestamp": "<approximate-first-receive-timestamp>"
           },
           "messageAttributes": {},
-          "md5OfBody": "<md5-of-body:15>",
           "md5OfMessageAttributes": null,
+          "md5OfBody": "<md5-of-body:15>",
           "eventSource": "aws:sqs",
           "eventSourceARN": "arn:<partition>:sqs:<region>:111111111111:<resource:1>",
           "awsRegion": "<region>"
@@ -2033,7 +2033,7 @@
     }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.py::TestSQSEventSourceMapping::test_sqs_event_source_mapping_batching_reserved_concurrency": {
-    "recorded-date": "25-02-2025, 16:35:01",
+    "recorded-date": "25-11-2025, 17:15:56",
     "recorded-content": {
       "put_concurrency_resp": {
         "ReservedConcurrentExecutions": 2,
@@ -2579,7 +2579,7 @@
     }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.py::TestSQSEventSourceMapping::test_sqs_event_source_mapping_batch_size[100]": {
-    "recorded-date": "11-12-2024, 13:43:49",
+    "recorded-date": "25-11-2025, 17:13:27",
     "recorded-content": {
       "create-event-source-mapping-response": {
         "BatchSize": 100,
@@ -2700,8 +2700,8 @@
             "ApproximateFirstReceiveTimestamp": "<approximate-first-receive-timestamp>"
           },
           "messageAttributes": {},
-          "md5OfBody": "<md5-of-body:1>",
           "md5OfMessageAttributes": null,
+          "md5OfBody": "<md5-of-body:1>",
           "eventSource": "aws:sqs",
           "eventSourceARN": "arn:<partition>:sqs:<region>:111111111111:<resource:1>",
           "awsRegion": "<region>"
@@ -2717,8 +2717,8 @@
             "ApproximateFirstReceiveTimestamp": "<approximate-first-receive-timestamp>"
           },
           "messageAttributes": {},
-          "md5OfMessageAttributes": null,
           "md5OfBody": "<md5-of-body:2>",
+          "md5OfMessageAttributes": null,
           "eventSource": "aws:sqs",
           "eventSourceARN": "arn:<partition>:sqs:<region>:111111111111:<resource:1>",
           "awsRegion": "<region>"
@@ -2751,8 +2751,8 @@
             "ApproximateFirstReceiveTimestamp": "<approximate-first-receive-timestamp>"
           },
           "messageAttributes": {},
-          "md5OfMessageAttributes": null,
           "md5OfBody": "<md5-of-body:4>",
+          "md5OfMessageAttributes": null,
           "eventSource": "aws:sqs",
           "eventSourceARN": "arn:<partition>:sqs:<region>:111111111111:<resource:1>",
           "awsRegion": "<region>"
@@ -2768,8 +2768,8 @@
             "ApproximateFirstReceiveTimestamp": "<approximate-first-receive-timestamp>"
           },
           "messageAttributes": {},
-          "md5OfMessageAttributes": null,
           "md5OfBody": "<md5-of-body:5>",
+          "md5OfMessageAttributes": null,
           "eventSource": "aws:sqs",
           "eventSourceARN": "arn:<partition>:sqs:<region>:111111111111:<resource:1>",
           "awsRegion": "<region>"
@@ -2948,7 +2948,7 @@
     }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.py::TestSQSEventSourceMapping::test_sqs_event_source_mapping_batch_size[1000]": {
-    "recorded-date": "11-12-2024, 13:44:40",
+    "recorded-date": "25-11-2025, 17:14:22",
     "recorded-content": {
       "create-event-source-mapping-response": {
         "BatchSize": 1000,
@@ -3120,8 +3120,8 @@
             "ApproximateFirstReceiveTimestamp": "<approximate-first-receive-timestamp>"
           },
           "messageAttributes": {},
-          "md5OfMessageAttributes": null,
           "md5OfBody": "<md5-of-body:4>",
+          "md5OfMessageAttributes": null,
           "eventSource": "aws:sqs",
           "eventSourceARN": "arn:<partition>:sqs:<region>:111111111111:<resource:1>",
           "awsRegion": "<region>"
@@ -3154,8 +3154,8 @@
             "ApproximateFirstReceiveTimestamp": "<approximate-first-receive-timestamp>"
           },
           "messageAttributes": {},
-          "md5OfMessageAttributes": null,
           "md5OfBody": "<md5-of-body:6>",
+          "md5OfMessageAttributes": null,
           "eventSource": "aws:sqs",
           "eventSourceARN": "arn:<partition>:sqs:<region>:111111111111:<resource:1>",
           "awsRegion": "<region>"
@@ -3205,8 +3205,8 @@
             "ApproximateFirstReceiveTimestamp": "<approximate-first-receive-timestamp>"
           },
           "messageAttributes": {},
-          "md5OfMessageAttributes": null,
           "md5OfBody": "<md5-of-body:9>",
+          "md5OfMessageAttributes": null,
           "eventSource": "aws:sqs",
           "eventSourceARN": "arn:<partition>:sqs:<region>:111111111111:<resource:1>",
           "awsRegion": "<region>"
@@ -3273,8 +3273,8 @@
             "ApproximateFirstReceiveTimestamp": "<approximate-first-receive-timestamp>"
           },
           "messageAttributes": {},
-          "md5OfMessageAttributes": null,
           "md5OfBody": "<md5-of-body:13>",
+          "md5OfMessageAttributes": null,
           "eventSource": "aws:sqs",
           "eventSourceARN": "arn:<partition>:sqs:<region>:111111111111:<resource:1>",
           "awsRegion": "<region>"
@@ -3307,8 +3307,8 @@
             "ApproximateFirstReceiveTimestamp": "<approximate-first-receive-timestamp>"
           },
           "messageAttributes": {},
-          "md5OfMessageAttributes": null,
           "md5OfBody": "<md5-of-body:15>",
+          "md5OfMessageAttributes": null,
           "eventSource": "aws:sqs",
           "eventSourceARN": "arn:<partition>:sqs:<region>:111111111111:<resource:1>",
           "awsRegion": "<region>"
@@ -3317,7 +3317,7 @@
     }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.py::TestSQSEventSourceMapping::test_sqs_event_source_mapping_batch_size[10000]": {
-    "recorded-date": "11-12-2024, 13:45:32",
+    "recorded-date": "25-11-2025, 17:15:08",
     "recorded-content": {
       "create-event-source-mapping-response": {
         "BatchSize": 10000,
@@ -3438,8 +3438,8 @@
             "ApproximateFirstReceiveTimestamp": "<approximate-first-receive-timestamp>"
           },
           "messageAttributes": {},
-          "md5OfMessageAttributes": null,
           "md5OfBody": "<md5-of-body:1>",
+          "md5OfMessageAttributes": null,
           "eventSource": "aws:sqs",
           "eventSourceARN": "arn:<partition>:sqs:<region>:111111111111:<resource:1>",
           "awsRegion": "<region>"
@@ -3489,8 +3489,8 @@
             "ApproximateFirstReceiveTimestamp": "<approximate-first-receive-timestamp>"
           },
           "messageAttributes": {},
-          "md5OfMessageAttributes": null,
           "md5OfBody": "<md5-of-body:4>",
+          "md5OfMessageAttributes": null,
           "eventSource": "aws:sqs",
           "eventSourceARN": "arn:<partition>:sqs:<region>:111111111111:<resource:1>",
           "awsRegion": "<region>"
@@ -3608,8 +3608,8 @@
             "ApproximateFirstReceiveTimestamp": "<approximate-first-receive-timestamp>"
           },
           "messageAttributes": {},
-          "md5OfMessageAttributes": null,
           "md5OfBody": "<md5-of-body:11>",
+          "md5OfMessageAttributes": null,
           "eventSource": "aws:sqs",
           "eventSourceARN": "arn:<partition>:sqs:<region>:111111111111:<resource:1>",
           "awsRegion": "<region>"
@@ -3625,8 +3625,8 @@
             "ApproximateFirstReceiveTimestamp": "<approximate-first-receive-timestamp>"
           },
           "messageAttributes": {},
-          "md5OfMessageAttributes": null,
           "md5OfBody": "<md5-of-body:12>",
+          "md5OfMessageAttributes": null,
           "eventSource": "aws:sqs",
           "eventSourceARN": "arn:<partition>:sqs:<region>:111111111111:<resource:1>",
           "awsRegion": "<region>"
@@ -3934,7 +3934,7 @@
     }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.py::TestSQSEventSourceMapping::test_sqs_event_filter[numeric-bigger]": {
-    "recorded-date": "10-12-2024, 19:37:10",
+    "recorded-date": "25-11-2025, 17:19:29",
     "recorded-content": {
       "create_event_source_mapping_response": {
         "BatchSize": 10,
@@ -3998,7 +3998,7 @@
     }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.py::TestSQSEventSourceMapping::test_sqs_event_filter[numeric-smaller]": {
-    "recorded-date": "10-12-2024, 19:37:55",
+    "recorded-date": "25-11-2025, 17:20:06",
     "recorded-content": {
       "create_event_source_mapping_response": {
         "BatchSize": 10,
@@ -4062,7 +4062,7 @@
     }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.py::TestSQSEventSourceMapping::test_sqs_event_filter[numeric-range]": {
-    "recorded-date": "10-12-2024, 19:38:28",
+    "recorded-date": "25-11-2025, 17:20:56",
     "recorded-content": {
       "create_event_source_mapping_response": {
         "BatchSize": 10,
@@ -4189,7 +4189,7 @@
     }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.py::TestSQSEventSourceMapping::test_sqs_event_filter[single]": {
-    "recorded-date": "10-12-2024, 19:34:32",
+    "recorded-date": "25-11-2025, 17:16:37",
     "recorded-content": {
       "create_event_source_mapping_response": {
         "BatchSize": 10,
@@ -4248,7 +4248,7 @@
     }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.py::TestSQSEventSourceMapping::test_sqs_event_filter[or]": {
-    "recorded-date": "10-12-2024, 19:35:19",
+    "recorded-date": "25-11-2025, 17:17:10",
     "recorded-content": {
       "create_event_source_mapping_response": {
         "BatchSize": 10,
@@ -4308,7 +4308,7 @@
     }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.py::TestSQSEventSourceMapping::test_sqs_event_filter[and]": {
-    "recorded-date": "10-12-2024, 19:35:54",
+    "recorded-date": "25-11-2025, 17:17:56",
     "recorded-content": {
       "create_event_source_mapping_response": {
         "BatchSize": 10,
@@ -4372,7 +4372,7 @@
     }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.py::TestSQSEventSourceMapping::test_sqs_event_filter[exists]": {
-    "recorded-date": "10-12-2024, 19:36:24",
+    "recorded-date": "25-11-2025, 17:18:46",
     "recorded-content": {
       "create_event_source_mapping_response": {
         "BatchSize": 10,
@@ -4441,7 +4441,7 @@
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.py::TestSQSEventSourceMapping::test_sqs_event_filter[valid-json-filter]": {
-    "recorded-date": "10-12-2024, 19:40:28",
+    "recorded-date": "25-11-2025, 17:22:22",
     "recorded-content": {
       "create_event_source_mapping_response": {
         "BatchSize": 10,
@@ -4500,7 +4500,7 @@
     }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.py::TestSQSEventSourceMapping::test_sqs_event_filter[prefix]": {
-    "recorded-date": "10-12-2024, 19:47:22",
+    "recorded-date": "25-11-2025, 17:21:46",
     "recorded-content": {
       "create_event_source_mapping_response": {
         "BatchSize": 10,
@@ -4561,7 +4561,7 @@
     }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.py::test_esm_with_not_existing_sqs_queue": {
-    "recorded-date": "26-02-2025, 03:01:33",
+    "recorded-date": "25-11-2025, 17:06:11",
     "recorded-content": {
       "error": {
         "Error": {
diff --git a/tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.validation.json b/tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.validation.json
index 6c608cee264c9..437e272f9130d 100644
--- a/tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.validation.json
+++ b/tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.validation.json
@@ -1,21 +1,45 @@
 {
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.py::TestSQSEventSourceMapping::test_duplicate_event_source_mappings": {
-    "last_validated_date": "2024-10-12T13:45:52+00:00"
+    "last_validated_date": "2025-11-25T17:24:03+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 4.62,
+      "teardown": 2.5,
+      "total": 7.12
+    }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.py::TestSQSEventSourceMapping::test_event_source_mapping_default_batch_size": {
-    "last_validated_date": "2024-10-12T13:37:18+00:00"
+    "last_validated_date": "2025-11-25T17:10:49+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 14.06,
+      "teardown": 1.25,
+      "total": 15.31
+    }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.py::TestSQSEventSourceMapping::test_sqs_event_filter[and-filter]": {
     "last_validated_date": "2024-12-10T17:37:02+00:00"
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.py::TestSQSEventSourceMapping::test_sqs_event_filter[and]": {
-    "last_validated_date": "2024-12-10T19:35:53+00:00"
+    "last_validated_date": "2025-11-25T17:17:56+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 44.5,
+      "teardown": 0.78,
+      "total": 45.28
+    }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.py::TestSQSEventSourceMapping::test_sqs_event_filter[exists-filter]": {
     "last_validated_date": "2024-12-10T17:37:40+00:00"
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.py::TestSQSEventSourceMapping::test_sqs_event_filter[exists]": {
-    "last_validated_date": "2024-12-10T19:36:23+00:00"
+    "last_validated_date": "2025-11-25T17:18:46+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 48.86,
+      "teardown": 1.12,
+      "total": 49.98
+    }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.py::TestSQSEventSourceMapping::test_sqs_event_filter[filter0-item_matching0-item_not_matching0]": {
     "last_validated_date": "2024-10-12T13:38:37+00:00"
@@ -42,96 +66,258 @@
     "last_validated_date": "2024-10-12T13:43:31+00:00"
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.py::TestSQSEventSourceMapping::test_sqs_event_filter[numeric-bigger]": {
-    "last_validated_date": "2024-12-10T19:37:09+00:00"
+    "last_validated_date": "2025-11-25T17:19:29+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 43.09,
+      "teardown": 0.73,
+      "total": 43.82
+    }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.py::TestSQSEventSourceMapping::test_sqs_event_filter[numeric-prefix]": {
     "last_validated_date": "2024-12-10T17:40:32+00:00"
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.py::TestSQSEventSourceMapping::test_sqs_event_filter[numeric-range]": {
-    "last_validated_date": "2024-12-10T19:38:27+00:00"
+    "last_validated_date": "2025-11-25T17:20:56+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 48.79,
+      "teardown": 0.78,
+      "total": 49.57
+    }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.py::TestSQSEventSourceMapping::test_sqs_event_filter[numeric-smaller]": {
-    "last_validated_date": "2024-12-10T19:37:54+00:00"
+    "last_validated_date": "2025-11-25T17:20:06+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 36.08,
+      "teardown": 0.76,
+      "total": 36.84
+    }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.py::TestSQSEventSourceMapping::test_sqs_event_filter[or-filter]": {
     "last_validated_date": "2024-12-10T17:36:19+00:00"
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.py::TestSQSEventSourceMapping::test_sqs_event_filter[or]": {
-    "last_validated_date": "2024-12-10T19:35:18+00:00"
+    "last_validated_date": "2025-11-25T17:17:10+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 32.75,
+      "teardown": 0.78,
+      "total": 33.54
+    }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.py::TestSQSEventSourceMapping::test_sqs_event_filter[prefix]": {
-    "last_validated_date": "2024-12-10T19:47:21+00:00"
+    "last_validated_date": "2025-11-25T17:21:46+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 48.97,
+      "teardown": 0.79,
+      "total": 49.76
+    }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.py::TestSQSEventSourceMapping::test_sqs_event_filter[single-filter]": {
     "last_validated_date": "2024-12-10T17:35:39+00:00"
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.py::TestSQSEventSourceMapping::test_sqs_event_filter[single]": {
-    "last_validated_date": "2024-12-10T19:34:31+00:00"
+    "last_validated_date": "2025-11-25T17:16:37+00:00",
+    "durations_in_seconds": {
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+      "call": 40.12,
+      "teardown": 0.78,
+      "total": 40.9
+    }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.py::TestSQSEventSourceMapping::test_sqs_event_filter[valid-json-filter]": {
-    "last_validated_date": "2024-12-10T19:40:27+00:00"
+    "last_validated_date": "2025-11-25T17:22:22+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 35.36,
+      "teardown": 0.84,
+      "total": 36.2
+    }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.py::TestSQSEventSourceMapping::test_sqs_event_source_mapping": {
-    "last_validated_date": "2024-11-25T15:46:54+00:00"
+    "last_validated_date": "2025-11-25T17:11:30+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 40.34,
+      "teardown": 0.77,
+      "total": 41.11
+    }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.py::TestSQSEventSourceMapping::test_sqs_event_source_mapping_batch_size[10000]": {
-    "last_validated_date": "2024-12-11T13:45:31+00:00"
+    "last_validated_date": "2025-11-25T17:15:08+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 44.35,
+      "teardown": 1.29,
+      "total": 45.64
+    }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.py::TestSQSEventSourceMapping::test_sqs_event_source_mapping_batch_size[1000]": {
-    "last_validated_date": "2024-12-11T13:44:38+00:00"
+    "last_validated_date": "2025-11-25T17:14:22+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 53.64,
+      "teardown": 1.26,
+      "total": 54.9
+    }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.py::TestSQSEventSourceMapping::test_sqs_event_source_mapping_batch_size[100]": {
-    "last_validated_date": "2024-12-11T13:43:48+00:00"
+    "last_validated_date": "2025-11-25T17:13:27+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 53.8,
+      "teardown": 1.28,
+      "total": 55.08
+    }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.py::TestSQSEventSourceMapping::test_sqs_event_source_mapping_batch_size[15]": {
-    "last_validated_date": "2024-12-11T13:42:55+00:00"
+    "last_validated_date": "2025-11-25T17:12:32+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 60.49,
+      "teardown": 1.49,
+      "total": 61.98
+    }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.py::TestSQSEventSourceMapping::test_sqs_event_source_mapping_batching_reserved_concurrency": {
-    "last_validated_date": "2025-02-25T16:34:59+00:00"
+    "last_validated_date": "2025-11-25T17:15:56+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 46.6,
+      "teardown": 1.32,
+      "total": 47.92
+    }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.py::TestSQSEventSourceMapping::test_sqs_event_source_mapping_update": {
-    "last_validated_date": "2024-10-12T13:45:43+00:00"
+    "last_validated_date": "2025-11-25T23:41:35+00:00",
+    "durations_in_seconds": {
+      "setup": 11.14,
+      "call": 93.47,
+      "teardown": 1.32,
+      "total": 105.93
+    }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.py::TestSQSEventSourceMapping::test_sqs_invalid_event_filter[None]": {
-    "last_validated_date": "2024-10-12T13:43:35+00:00"
+    "last_validated_date": "2025-11-25T17:22:25+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 2.29,
+      "teardown": 0.58,
+      "total": 2.87
+    }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.py::TestSQSEventSourceMapping::test_sqs_invalid_event_filter[invalid_filter2]": {
-    "last_validated_date": "2024-10-12T13:43:45+00:00"
+    "last_validated_date": "2025-11-25T17:22:31+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 2.29,
+      "teardown": 0.89,
+      "total": 3.18
+    }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.py::TestSQSEventSourceMapping::test_sqs_invalid_event_filter[invalid_filter3]": {
-    "last_validated_date": "2024-10-12T13:43:50+00:00"
+    "last_validated_date": "2025-11-25T17:22:34+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 2.26,
+      "teardown": 0.88,
+      "total": 3.14
+    }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.py::TestSQSEventSourceMapping::test_sqs_invalid_event_filter[simple string]": {
-    "last_validated_date": "2024-10-12T13:43:40+00:00"
+    "last_validated_date": "2025-11-25T17:22:28+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 2.28,
+      "teardown": 0.94,
+      "total": 3.22
+    }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.py::test_esm_with_not_existing_sqs_queue": {
-    "last_validated_date": "2025-02-26T03:01:32+00:00"
+    "last_validated_date": "2025-11-25T17:06:11+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 2.14,
+      "teardown": 0.39,
+      "total": 2.53
+    }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.py::test_failing_lambda_retries_after_visibility_timeout": {
-    "last_validated_date": "2024-11-25T12:12:47+00:00"
+    "last_validated_date": "2025-11-25T17:06:47+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 34.6,
+      "teardown": 1.4,
+      "total": 36.0
+    }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.py::test_fifo_message_group_parallelism": {
-    "last_validated_date": "2024-10-12T13:37:00+00:00"
+    "last_validated_date": "2025-11-25T17:10:34+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 80.67,
+      "teardown": 0.62,
+      "total": 81.29
+    }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.py::test_message_body_and_attributes_passed_correctly": {
-    "last_validated_date": "2024-10-12T13:32:50+00:00"
+    "last_validated_date": "2025-11-25T17:07:07+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 18.79,
+      "teardown": 1.4,
+      "total": 20.19
+    }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.py::test_redrive_policy_with_failing_lambda": {
-    "last_validated_date": "2024-10-12T13:33:27+00:00"
+    "last_validated_date": "2025-11-25T17:07:40+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 31.89,
+      "teardown": 1.4,
+      "total": 33.29
+    }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.py::test_report_batch_item_failures": {
     "last_validated_date": "2025-03-03T11:31:14+00:00"
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.py::test_report_batch_item_failures_empty_json_batch_succeeds": {
-    "last_validated_date": "2024-10-12T13:35:40+00:00"
+    "last_validated_date": "2025-11-25T17:09:13+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 28.44,
+      "teardown": 1.45,
+      "total": 29.89
+    }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.py::test_report_batch_item_failures_invalid_result_json_batch_fails": {
-    "last_validated_date": "2024-10-12T13:35:09+00:00"
+    "last_validated_date": "2025-11-25T17:08:43+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 31.06,
+      "teardown": 1.43,
+      "total": 32.49
+    }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.py::test_report_batch_item_failures_on_lambda_error": {
-    "last_validated_date": "2024-10-12T13:34:37+00:00"
+    "last_validated_date": "2025-11-25T17:08:10+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 19.89,
+      "teardown": 1.27,
+      "total": 21.16
+    }
   },
   "tests/aws/services/lambda_/event_source_mapping/test_lambda_integration_sqs.py::test_sqs_queue_as_lambda_dead_letter_queue": {
-    "last_validated_date": "2024-10-12T13:33:39+00:00"
+    "last_validated_date": "2025-11-25T17:07:49+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 7.62,
+      "teardown": 1.19,
+      "total": 8.81
+    }
   }
 }
diff --git a/tests/aws/services/lambda_/functions/lambda_process_inspection.py b/tests/aws/services/lambda_/functions/lambda_process_inspection.py
index 8aa03169bcc80..a81947cb0de7e 100644
--- a/tests/aws/services/lambda_/functions/lambda_process_inspection.py
+++ b/tests/aws/services/lambda_/functions/lambda_process_inspection.py
@@ -1,8 +1,12 @@
+import os
+
+
 def handler(event, context):
-    pid = event.get("pid")
-    with open(f"/proc/{pid}/environ", mode="rt") as f:
-        environment = f.read()
-    environment = environment.split("\x00")
-    env_partition = [env.partition("=") for env in environment if env]
-    env_dict = {env[0]: env[2] for env in env_partition}
-    return {"environment": env_dict}
+    return {"environment": dict(os.environ)}
+    # pid = event.get("pid")
+    # with open(f"/proc/{pid}/environ", mode="rt") as f:
+    #     environment = f.read()
+    # environment = environment.split("\x00")
+    # env_partition = [env.partition("=") for env in environment if env]
+    # env_dict = {env[0]: env[2] for env in env_partition}
+    # return {"environment": env_dict}
diff --git a/tests/aws/services/lambda_/test_lambda.py b/tests/aws/services/lambda_/test_lambda.py
index dfce86a824820..6e1dae0c6884f 100644
--- a/tests/aws/services/lambda_/test_lambda.py
+++ b/tests/aws/services/lambda_/test_lambda.py
@@ -453,6 +453,11 @@ class TestLambdaBehavior:
             "$..Payload.paths._var_task_gid",
             "$..Payload.paths._var_task_owner",
             "$..Payload.paths._var_task_uid",
+            # TODO fix runtime environment
+            "$..Payload.paths._tmp_gid",
+            "$..Payload.paths._tmp_mode",
+            "$..Payload.paths._tmp_owner",
+            "$..Payload.paths._tmp_uid",
         ],
     )
     @markers.aws.validated
@@ -477,6 +482,10 @@ def test_runtime_introspection_x86(self, create_lambda_function, snapshot, aws_c
             "$..Payload.paths._var_task_gid",
             "$..Payload.paths._var_task_owner",
             "$..Payload.paths._var_task_uid",
+            "$..Payload.paths._tmp_gid",
+            "$..Payload.paths._tmp_mode",
+            "$..Payload.paths._tmp_owner",
+            "$..Payload.paths._tmp_uid",
         ],
     )
     @markers.aws.validated
@@ -503,7 +512,7 @@ def test_runtime_ulimits(self, create_lambda_function, snapshot, monkeypatch, aw
         monkeypatch.setattr(
             config,
             "LAMBDA_DOCKER_FLAGS",
-            "--ulimit nofile=1024:1024 --ulimit nproc=742:742 --ulimit core=-1:-1 --ulimit stack=8388608:-1 --ulimit memlock=65536:65536",
+            "--ulimit nofile=1024:1024 --ulimit nproc=742:742 --ulimit core=10737418240 --ulimit stack=8388608:-1 --ulimit memlock=65536:65536",
         )
 
         func_name = f"test_lambda_ulimits_{short_uid()}"
@@ -612,9 +621,18 @@ def test_lambda_cache_local(
         snapshot.match("second_invoke_result", second_invoke_result)
 
     @markers.aws.validated
+    @markers.snapshot.skip_snapshot_verify(
+        paths=[
+            # TODO the current error is Sandbox.Timedout. This is likely to change when the feature goes live?
+            "$..Payload.errorType",
+            "$..Payload.errorMessage",
+        ]
+    )
     def test_lambda_invoke_with_timeout(self, create_lambda_function, snapshot, aws_client):
         # Snapshot generation could be flaky against AWS with a small timeout margin (e.g., 1.02 instead of 1.00)
-        regex = re.compile(r".*\s(?P<uuid>[-a-z0-9]+) Task timed out after \d.\d+ seconds")
+        regex = re.compile(
+            r".*\s(?P<uuid>[-a-z0-9]+)( Error:)? Task timed out after \d.\d+ seconds"
+        )
         snapshot.add_transformer(
             KeyValueBasedTransformer(
                 lambda k, v: regex.search(v).group("uuid") if k == "errorMessage" else None,
@@ -775,38 +793,12 @@ def assert_events():
     @markers.aws.validated
     @markers.snapshot.skip_snapshot_verify(
         paths=[
-            # not set directly on init in lambda, but only on runtime processes
-            "$..Payload.environment.AWS_ACCESS_KEY_ID",
-            "$..Payload.environment.AWS_SECRET_ACCESS_KEY",
-            "$..Payload.environment.AWS_SESSION_TOKEN",
-            "$..Payload.environment.AWS_XRAY_DAEMON_ADDRESS",
-            # variables set by default in the image/docker
-            "$..Payload.environment.HOME",
-            "$..Payload.environment.HOSTNAME",
-            # LocalStack specific variables
+            "$..Payload.environment.AWS_CONTAINER_AUTHORIZATION_TOKEN",
+            "$..Payload.environment.AWS_CONTAINER_CREDENTIALS_FULL_URI",
             "$..Payload.environment.AWS_ENDPOINT_URL",
             "$..Payload.environment.AWS_LAMBDA_FUNCTION_TIMEOUT",
             "$..Payload.environment.EDGE_PORT",
-            "$..Payload.environment.LOCALSTACK_FUNCTION_ACCOUNT_ID",
             "$..Payload.environment.LOCALSTACK_HOSTNAME",
-            "$..Payload.environment.LOCALSTACK_INIT_LOG_LEVEL",
-            "$..Payload.environment.LOCALSTACK_RUNTIME_ENDPOINT",
-            "$..Payload.environment.LOCALSTACK_RUNTIME_ID",
-            "$..Payload.environment.LOCALSTACK_USER",
-            "$..Payload.environment.LOCALSTACK_POST_INVOKE_WAIT_MS",
-            "$..Payload.environment.LOCALSTACK_MAX_PAYLOAD_SIZE",
-            "$..Payload.environment.LOCALSTACK_CHMOD_PATHS",
-            # internal AWS lambda functionality
-            "$..Payload.environment._AWS_XRAY_DAEMON_ADDRESS",
-            "$..Payload.environment._LAMBDA_CONSOLE_SOCKET",
-            "$..Payload.environment._LAMBDA_CONTROL_SOCKET",
-            "$..Payload.environment._LAMBDA_DIRECT_INVOKE_SOCKET",
-            "$..Payload.environment._LAMBDA_LOG_FD",
-            "$..Payload.environment._LAMBDA_RUNTIME_LOAD_TIME",
-            "$..Payload.environment._LAMBDA_SB_ID",
-            "$..Payload.environment._LAMBDA_SHARED_MEM_FD",
-            "$..Payload.environment._LAMBDA_TELEMETRY_API_PASSPHRASE",
-            "$..Payload.environment._X_AMZN_TRACE_ID",
         ]
     )
     @markers.requires_in_process
@@ -826,6 +818,10 @@ def test_lambda_init_environment(
                 snapshot.transform.key_value("AWS_LAMBDA_LOG_STREAM_NAME", "log-stream-name"),
                 snapshot.transform.key_value("_X_AMZN_TRACE_ID", "xray-trace-id"),
                 snapshot.transform.key_value("_LAMBDA_RUNTIME_LOAD_TIME", "runtime-load-time"),
+                snapshot.transform.key_value("AWS_SECRET_ACCESS_KEY", "aws-secret-access-key"),
+                snapshot.transform.key_value("AWS_ACCESS_KEY_ID", "aws-access-key-id"),
+                snapshot.transform.key_value("AWS_SESSION_TOKEN", "aws-session-token"),
+                snapshot.transform.key_value("_AWS_XRAY_DAEMON_ADDRESS", "xray-daemon-address"),
             ]
         )
         create_result = create_lambda_function(
@@ -1277,6 +1273,8 @@ def test_lambda_url_invocation_exception(self, create_lambda_function, snapshot,
         assert result.status_code == 502
 
     @markers.aws.validated
+    # TODO Add error message
+    @markers.snapshot.skip_snapshot_verify(paths=["$..content.Message"])
     def test_lambda_url_persists_after_alias_delete(
         self, create_lambda_function, snapshot, aws_client
     ):
@@ -2903,6 +2901,7 @@ def test_reserved_concurrency(
         snapshot.add_transformer(
             snapshot.transform.key_value("SenderId", "<sender-id>", reference_replacement=False)
         )
+        snapshot.add_transformer(snapshot.transform.key_value("AWSTraceHeader"))
         func_name = f"test_lambda_{short_uid()}"
 
         create_lambda_function(
@@ -3372,10 +3371,16 @@ def test_lambda_alias_moving(
             FunctionVersion=second_publish_response["Version"],
         )
         snapshot.match("update_alias_response", update_alias_response)
+
         # check if alias moved to 2
-        invocation_result_qualifier_v2 = aws_client.lambda_.invoke(
-            FunctionName=function_name, Qualifier=create_alias_response["Name"], Payload=b"{}"
-        )
+        def _invoke_qualifier_v2():
+            result = aws_client.lambda_.invoke(
+                FunctionName=function_name, Qualifier=create_alias_response["Name"], Payload=b"{}"
+            )
+            assert result["ExecutedVersion"] == "2"
+            return result
+
+        invocation_result_qualifier_v2 = retry(_invoke_qualifier_v2)
         snapshot.match("invocation_result_qualifier_v2", invocation_result_qualifier_v2)
         with pytest.raises(aws_client.lambda_.exceptions.ResourceNotFoundException) as e:
             aws_client.lambda_.invoke(
diff --git a/tests/aws/services/lambda_/test_lambda.snapshot.json b/tests/aws/services/lambda_/test_lambda.snapshot.json
index 7bfb46a72e5b8..b9655b8a7debd 100644
--- a/tests/aws/services/lambda_/test_lambda.snapshot.json
+++ b/tests/aws/services/lambda_/test_lambda.snapshot.json
@@ -152,7 +152,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaBehavior::test_lambda_cache_local[nodejs]": {
-    "recorded-date": "08-04-2024, 16:55:57",
+    "recorded-date": "24-11-2025, 23:08:41",
     "recorded-content": {
       "first_invoke_result": {
         "ExecutedVersion": "$LATEST",
@@ -179,7 +179,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaBehavior::test_lambda_cache_local[python]": {
-    "recorded-date": "08-04-2024, 16:56:00",
+    "recorded-date": "24-11-2025, 23:08:44",
     "recorded-content": {
       "first_invoke_result": {
         "ExecutedVersion": "$LATEST",
@@ -206,7 +206,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaBehavior::test_lambda_invoke_with_timeout": {
-    "recorded-date": "08-04-2024, 16:56:05",
+    "recorded-date": "25-11-2025, 00:39:45",
     "recorded-content": {
       "create-result": {
         "CreateEventSourceMappingResponse": null,
@@ -261,7 +261,8 @@
         "ExecutedVersion": "$LATEST",
         "FunctionError": "Unhandled",
         "Payload": {
-          "errorMessage": "date <timeout_error_msg> Task timed out after 1.00 seconds"
+          "errorType": "Sandbox.Timedout",
+          "errorMessage": "RequestId: <timeout_error_msg> Error: Task timed out after 1.00 seconds"
         },
         "StatusCode": 200,
         "ResponseMetadata": {
@@ -272,7 +273,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaBehavior::test_lambda_invoke_no_timeout": {
-    "recorded-date": "08-04-2024, 16:56:14",
+    "recorded-date": "24-11-2025, 23:08:55",
     "recorded-content": {
       "create-result": {
         "CreateEventSourceMappingResponse": null,
@@ -335,7 +336,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaBaseFeatures::test_function_state": {
-    "recorded-date": "08-04-2024, 16:55:21",
+    "recorded-date": "24-11-2025, 23:08:11",
     "recorded-content": {
       "create-fn-response": {
         "Architectures": [
@@ -431,7 +432,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaFeatures::test_invocation_with_logs[python3.10]": {
-    "recorded-date": "08-04-2024, 16:57:44",
+    "recorded-date": "24-11-2025, 23:11:20",
     "recorded-content": {
       "invoke": {
         "ExecutedVersion": "$LATEST",
@@ -454,7 +455,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaFeatures::test_invocation_with_logs[nodejs16.x]": {
-    "recorded-date": "08-04-2024, 16:57:41",
+    "recorded-date": "24-11-2025, 23:11:18",
     "recorded-content": {
       "invoke": {
         "ExecutedVersion": "$LATEST",
@@ -491,7 +492,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaFeatures::test_invocation_type_request_response[python3.10]": {
-    "recorded-date": "08-04-2024, 16:57:51",
+    "recorded-date": "24-11-2025, 23:11:26",
     "recorded-content": {
       "invoke-result": {
         "ExecutedVersion": "$LATEST",
@@ -505,7 +506,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaFeatures::test_invocation_type_request_response[nodejs16.x]": {
-    "recorded-date": "08-04-2024, 16:57:48",
+    "recorded-date": "24-11-2025, 23:11:23",
     "recorded-content": {
       "invoke-result": {
         "ExecutedVersion": "$LATEST",
@@ -532,7 +533,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaFeatures::test_invocation_type_event[python3.10]": {
-    "recorded-date": "08-04-2024, 16:58:09",
+    "recorded-date": "24-11-2025, 23:11:39",
     "recorded-content": {
       "invoke-result": {
         "Payload": "",
@@ -545,7 +546,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaFeatures::test_invocation_type_event[nodejs16.x]": {
-    "recorded-date": "08-04-2024, 16:57:59",
+    "recorded-date": "24-11-2025, 23:11:31",
     "recorded-content": {
       "invoke-result": {
         "Payload": "",
@@ -689,7 +690,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaFeatures::test_invocation_with_qualifier": {
-    "recorded-date": "08-04-2024, 16:58:22",
+    "recorded-date": "24-11-2025, 23:12:27",
     "recorded-content": {
       "creation-response": {
         "Architectures": [
@@ -769,7 +770,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaFeatures::test_upload_lambda_from_s3": {
-    "recorded-date": "08-04-2024, 16:58:27",
+    "recorded-date": "24-11-2025, 23:12:31",
     "recorded-content": {
       "creation-response": {
         "Architectures": [
@@ -917,7 +918,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaConcurrency::test_lambda_concurrency_block": {
-    "recorded-date": "08-04-2024, 17:02:07",
+    "recorded-date": "24-11-2025, 23:16:40",
     "recorded-content": {
       "v1_result": {
         "Architectures": [
@@ -1033,7 +1034,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaVersions::test_lambda_versions_with_code_changes": {
-    "recorded-date": "08-04-2024, 17:10:52",
+    "recorded-date": "24-11-2025, 23:26:21",
     "recorded-content": {
       "create_response": {
         "Architectures": [
@@ -1343,7 +1344,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaAliases::test_lambda_alias_moving": {
-    "recorded-date": "08-04-2024, 17:11:05",
+    "recorded-date": "25-11-2025, 23:37:28",
     "recorded-content": {
       "create_response": {
         "Architectures": [
@@ -1576,7 +1577,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaAliases::test_alias_routingconfig": {
-    "recorded-date": "08-04-2024, 17:11:17",
+    "recorded-date": "24-11-2025, 23:27:57",
     "recorded-content": {
       "create_alias_response": {
         "AliasArn": "arn:<partition>:lambda:<region>:111111111111:function:<resource:1>",
@@ -1597,7 +1598,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaBaseFeatures::test_lambda_different_iam_keys_environment": {
-    "recorded-date": "08-04-2024, 16:55:38",
+    "recorded-date": "24-11-2025, 23:08:26",
     "recorded-content": {
       "create-result": {
         "CreateEventSourceMappingResponse": null,
@@ -2278,7 +2279,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaURL::test_lambda_url_invocation_exception": {
-    "recorded-date": "08-04-2024, 16:57:23",
+    "recorded-date": "24-11-2025, 23:09:56",
     "recorded-content": {
       "get_fn_result": {
         "Code": {
@@ -2362,7 +2363,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaConcurrency::test_lambda_concurrency_crud": {
-    "recorded-date": "22-05-2025, 08:04:13",
+    "recorded-date": "24-11-2025, 23:14:18",
     "recorded-content": {
       "get_function_concurrency_default": {
         "ResponseMetadata": {
@@ -2393,15 +2394,15 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaPermissions::test_lambda_permission_url_invocation": {
-    "recorded-date": "08-04-2024, 16:57:38",
+    "recorded-date": "24-11-2025, 23:11:15",
     "recorded-content": {
       "lambda_url_invocation_missing_permission": {
-        "Message": "Forbidden"
+        "Message": "Forbidden. For troubleshooting Function URL authorization issues, see: https://docs.aws.amazon.com/lambda/latest/dg/urls-auth.html"
       }
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaURL::test_lambda_url_invocation[dict]": {
-    "recorded-date": "08-04-2024, 16:56:29",
+    "recorded-date": "24-11-2025, 23:09:04",
     "recorded-content": {
       "create_lambda_url_config": {
         "AuthType": "NONE",
@@ -2444,7 +2445,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaURL::test_lambda_url_invocation[http-response]": {
-    "recorded-date": "08-04-2024, 16:56:33",
+    "recorded-date": "24-11-2025, 23:09:07",
     "recorded-content": {
       "create_lambda_url_config": {
         "AuthType": "NONE",
@@ -2485,7 +2486,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaURL::test_lambda_url_invocation[http-response-json]": {
-    "recorded-date": "08-04-2024, 16:56:37",
+    "recorded-date": "24-11-2025, 23:09:11",
     "recorded-content": {
       "create_lambda_url_config": {
         "AuthType": "NONE",
@@ -2528,7 +2529,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaURL::test_lambda_url_invocation[list-mixed]": {
-    "recorded-date": "08-04-2024, 16:56:41",
+    "recorded-date": "24-11-2025, 23:09:13",
     "recorded-content": {
       "create_lambda_url_config": {
         "AuthType": "NONE",
@@ -2569,7 +2570,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaURL::test_lambda_url_invocation[string]": {
-    "recorded-date": "08-04-2024, 16:56:45",
+    "recorded-date": "24-11-2025, 23:09:17",
     "recorded-content": {
       "create_lambda_url_config": {
         "AuthType": "NONE",
@@ -2610,7 +2611,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaURL::test_lambda_url_invocation[integer]": {
-    "recorded-date": "08-04-2024, 16:56:49",
+    "recorded-date": "24-11-2025, 23:09:20",
     "recorded-content": {
       "create_lambda_url_config": {
         "AuthType": "NONE",
@@ -2651,7 +2652,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaURL::test_lambda_url_invocation[float]": {
-    "recorded-date": "08-04-2024, 16:56:53",
+    "recorded-date": "24-11-2025, 23:09:23",
     "recorded-content": {
       "create_lambda_url_config": {
         "AuthType": "NONE",
@@ -2692,7 +2693,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaURL::test_lambda_url_invocation[boolean]": {
-    "recorded-date": "08-04-2024, 16:56:57",
+    "recorded-date": "24-11-2025, 23:09:26",
     "recorded-content": {
       "create_lambda_url_config": {
         "AuthType": "NONE",
@@ -2733,7 +2734,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaBehavior::test_runtime_introspection_arm": {
-    "recorded-date": "08-04-2024, 16:55:44",
+    "recorded-date": "24-11-2025, 23:08:31",
     "recorded-content": {
       "invoke_runtime_arm_introspection": {
         "ExecutedVersion": "$LATEST",
@@ -2746,17 +2747,17 @@
           "pwd": "/var/task",
           "paths": {
             "_var_task_mode": "drwxr-xr-x",
-            "_var_task_uid": 998,
-            "_var_task_owner": "slicer",
-            "_var_task_gid": 995,
+            "_var_task_uid": 0,
+            "_var_task_owner": "root",
+            "_var_task_gid": 0,
             "_opt_mode": "drwxr-xr-x",
             "_opt_uid": 0,
             "_opt_owner": "root",
             "_opt_gid": 0,
-            "_tmp_mode": "drwx------",
-            "_tmp_uid": 993,
-            "_tmp_owner": "sbx_user1051",
-            "_tmp_gid": 990,
+            "_tmp_mode": "drwxrwxrwt",
+            "_tmp_uid": 0,
+            "_tmp_owner": "root",
+            "_tmp_gid": 0,
             "_lambda-entrypoint.sh_mode": "-rwxr-xr-x",
             "_lambda-entrypoint.sh_uid": 0,
             "_lambda-entrypoint.sh_owner": "root",
@@ -2772,7 +2773,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaBehavior::test_runtime_introspection_x86": {
-    "recorded-date": "08-04-2024, 16:55:41",
+    "recorded-date": "24-11-2025, 23:08:29",
     "recorded-content": {
       "invoke_runtime_x86_introspection": {
         "ExecutedVersion": "$LATEST",
@@ -2785,17 +2786,17 @@
           "pwd": "/var/task",
           "paths": {
             "_var_task_mode": "drwxr-xr-x",
-            "_var_task_uid": 998,
-            "_var_task_owner": "slicer",
-            "_var_task_gid": 995,
+            "_var_task_uid": 0,
+            "_var_task_owner": "root",
+            "_var_task_gid": 0,
             "_opt_mode": "drwxr-xr-x",
             "_opt_uid": 0,
             "_opt_owner": "root",
             "_opt_gid": 0,
-            "_tmp_mode": "drwx------",
-            "_tmp_uid": 993,
-            "_tmp_owner": "sbx_user1051",
-            "_tmp_gid": 990,
+            "_tmp_mode": "drwxrwxrwt",
+            "_tmp_uid": 0,
+            "_tmp_owner": "root",
+            "_tmp_gid": 0,
             "_lambda-entrypoint.sh_mode": "-rwxr-xr-x",
             "_lambda-entrypoint.sh_uid": 0,
             "_lambda-entrypoint.sh_owner": "root",
@@ -2811,7 +2812,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaBehavior::test_runtime_ulimits": {
-    "recorded-date": "16-04-2024, 08:12:12",
+    "recorded-date": "24-11-2025, 23:08:34",
     "recorded-content": {
       "invoke_runtime_ulimits": {
         "ExecutedVersion": "$LATEST",
@@ -2821,8 +2822,8 @@
             -1
           ],
           "RLIMIT_CORE": [
-            -1,
-            -1
+            10737418240,
+            10737418240
           ],
           "RLIMIT_CPU": [
             -1,
@@ -2866,7 +2867,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaConcurrency::test_reserved_concurrency": {
-    "recorded-date": "08-04-2024, 17:08:11",
+    "recorded-date": "25-11-2025, 11:20:35",
     "recorded-content": {
       "fn": {
         "Architectures": [
@@ -2958,7 +2959,7 @@
       },
       "msg": {
         "Attributes": {
-          "AWSTraceHeader": "Root=1-6614247a-4513533344453f9a2d077845;Parent=282ed520d6ca75c8;Sampled=0",
+          "AWSTraceHeader": "<a-w-s-trace-header:1>",
           "ApproximateFirstReceiveTimestamp": "timestamp",
           "ApproximateReceiveCount": "1",
           "SenderId": "<sender-id>",
@@ -2982,7 +2983,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaConcurrency::test_reserved_concurrency_async_queue": {
-    "recorded-date": "26-03-2025, 10:53:54",
+    "recorded-date": "24-11-2025, 23:23:27",
     "recorded-content": {
       "fn": {
         "Architectures": [
@@ -3052,7 +3053,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaConcurrency::test_provisioned_concurrency": {
-    "recorded-date": "08-04-2024, 17:04:21",
+    "recorded-date": "24-11-2025, 23:18:51",
     "recorded-content": {
       "put_provisioned_5": {
         "AllocatedProvisionedConcurrentExecutions": 0,
@@ -3090,7 +3091,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaConcurrency::test_reserved_provisioned_overlap": {
-    "recorded-date": "08-04-2024, 17:10:37",
+    "recorded-date": "24-11-2025, 23:26:07",
     "recorded-content": {
       "put_provisioned_5": {
         "AllocatedProvisionedConcurrentExecutions": 0,
@@ -3230,11 +3231,11 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestRequestIdHandling::test_request_id_format": {
-    "recorded-date": "08-04-2024, 17:11:17",
+    "recorded-date": "24-11-2025, 23:27:57",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda.py::TestRequestIdHandling::test_request_id_invoke": {
-    "recorded-date": "08-04-2024, 17:11:26",
+    "recorded-date": "24-11-2025, 23:28:05",
     "recorded-content": {
       "invoke_result": {
         "ExecutedVersion": "$LATEST",
@@ -3256,7 +3257,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestRequestIdHandling::test_request_id_async_invoke_with_retry": {
-    "recorded-date": "08-04-2024, 17:13:39",
+    "recorded-date": "24-11-2025, 23:30:18",
     "recorded-content": {
       "invoke_result": {
         "Payload": "",
@@ -3273,7 +3274,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestRequestIdHandling::test_request_id_invoke_url": {
-    "recorded-date": "08-04-2024, 17:11:35",
+    "recorded-date": "24-11-2025, 23:28:15",
     "recorded-content": {
       "create_lambda_url_config": {
         "AuthType": "NONE",
@@ -3333,7 +3334,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaErrors::test_lambda_runtime_error": {
-    "recorded-date": "24-02-2025, 16:26:37",
+    "recorded-date": "24-11-2025, 23:12:34",
     "recorded-content": {
       "invocation_error": {
         "ExecutedVersion": "$LATEST",
@@ -3348,7 +3349,7 @@
             "  File \"<frozen importlib._bootstrap>\", line 1360, in _find_and_load\n",
             "  File \"<frozen importlib._bootstrap>\", line 1331, in _find_and_load_unlocked\n",
             "  File \"<frozen importlib._bootstrap>\", line 935, in _load_unlocked\n",
-            "  File \"<frozen importlib._bootstrap_external>\", line 1022, in exec_module\n",
+            "  File \"<frozen importlib._bootstrap_external>\", line 1027, in exec_module\n",
             "  File \"<frozen importlib._bootstrap>\", line 488, in _call_with_frames_removed\n",
             "  File \"/var/task/lambda_runtime_error.py\", line 1, in <module>\n    raise Exception(\"Runtime startup fails\")\n"
           ]
@@ -3362,14 +3363,14 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaFeatures::test_invoke_exceptions": {
-    "recorded-date": "08-04-2024, 16:57:45",
+    "recorded-date": "24-11-2025, 23:11:21",
     "recorded-content": {
       "invoke_function_doesnotexist": {
         "Error": {
           "Code": "ResourceNotFoundException",
-          "Message": "Function not found: arn:<partition>:lambda:<region>:111111111111:function:doesnotexist"
+          "Message": "Function not found: arn:<partition>:lambda:<region>:111111111111:function:doesnotexist:$LATEST"
         },
-        "Message": "Function not found: arn:<partition>:lambda:<region>:111111111111:function:doesnotexist",
+        "Message": "Function not found: arn:<partition>:lambda:<region>:111111111111:function:doesnotexist:$LATEST",
         "Type": "User",
         "ResponseMetadata": {
           "HTTPHeaders": {},
@@ -3379,7 +3380,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaErrors::test_lambda_runtime_wrapper_not_found": {
-    "recorded-date": "08-04-2024, 16:59:29",
+    "recorded-date": "24-11-2025, 23:13:27",
     "recorded-content": {
       "invocation_error": {
         "ExecutedVersion": "$LATEST",
@@ -3397,7 +3398,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaErrors::test_lambda_runtime_exit": {
-    "recorded-date": "08-04-2024, 16:58:35",
+    "recorded-date": "24-11-2025, 23:12:36",
     "recorded-content": {
       "invocation_error": {
         "ExecutedVersion": "$LATEST",
@@ -3415,7 +3416,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaErrors::test_lambda_handler_exit": {
-    "recorded-date": "08-04-2024, 16:59:26",
+    "recorded-date": "24-11-2025, 23:13:24",
     "recorded-content": {
       "invocation_error": {
         "ExecutedVersion": "$LATEST",
@@ -3433,7 +3434,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaErrors::test_lambda_handler_error": {
-    "recorded-date": "08-04-2024, 16:59:23",
+    "recorded-date": "24-11-2025, 23:13:22",
     "recorded-content": {
       "invocation_error": {
         "ExecutedVersion": "$LATEST",
@@ -3455,13 +3456,14 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaErrors::test_lambda_runtime_exit_segfault": {
-    "recorded-date": "08-04-2024, 16:59:20",
+    "recorded-date": "24-11-2025, 23:13:19",
     "recorded-content": {
       "invocation_error": {
         "ExecutedVersion": "$LATEST",
         "FunctionError": "Unhandled",
         "Payload": {
-          "errorMessage": "date <uuid> Task timed out after 30.13 seconds"
+          "errorType": "Sandbox.Timedout",
+          "errorMessage": "RequestId: <uuid> Error: Task timed out after 30.00 seconds"
         },
         "StatusCode": 200,
         "ResponseMetadata": {
@@ -3472,15 +3474,15 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaErrors::test_lambda_invoke_payload_encoding_error[body-n\\x87r\\x9e\\xe9\\xb5\\xd7I\\xee\\x9bmt]": {
-    "recorded-date": "08-04-2024, 16:59:32",
+    "recorded-date": "24-11-2025, 23:13:29",
     "recorded-content": {
       "invoke_function_invalid_payload_body": {
         "Error": {
           "Code": "InvalidRequestContentException",
-          "Message": "Could not parse request body into json: Could not parse payload into json: Invalid UTF-8 start byte 0x87\n at [Source: (byte[])\"n\ufffdr\ufffd\ufffd\ufffdI\ufffdmt\"; line: 1, column: 3]"
+          "Message": "Could not parse request body into json: Could not parse payload into json: Invalid UTF-8 start byte 0x87\n at [Source: REDACTED (`StreamReadFeature.INCLUDE_SOURCE_IN_LOCATION` disabled); line: 1, column: 3]"
         },
         "Type": "User",
-        "message": "Could not parse request body into json: Could not parse payload into json: Invalid UTF-8 start byte 0x87\n at [Source: (byte[])\"n\ufffdr\ufffd\ufffd\ufffdI\ufffdmt\"; line: 1, column: 3]",
+        "message": "Could not parse request body into json: Could not parse payload into json: Invalid UTF-8 start byte 0x87\n at [Source: REDACTED (`StreamReadFeature.INCLUDE_SOURCE_IN_LOCATION` disabled); line: 1, column: 3]",
         "ResponseMetadata": {
           "HTTPHeaders": {},
           "HTTPStatusCode": 400
@@ -3489,15 +3491,15 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaErrors::test_lambda_invoke_payload_encoding_error[message-\\x99\\xeb,j\\x07\\xa1zYh]": {
-    "recorded-date": "08-04-2024, 16:59:35",
+    "recorded-date": "24-11-2025, 23:13:31",
     "recorded-content": {
       "invoke_function_invalid_payload_message": {
         "Error": {
           "Code": "InvalidRequestContentException",
-          "Message": "Could not parse request body into json: Could not parse payload into json: Unexpected character ((CTRL-CHAR, code 153)): expected a valid value (JSON String, Number, Array, Object or token 'null', 'true' or 'false')\n at [Source: (byte[])\"\ufffd\ufffd,j\u0007\ufffdzYh\"; line: 1, column: 2]"
+          "Message": "Could not parse request body into json: Could not parse payload into json: Unexpected character ((CTRL-CHAR, code 153)): expected a valid value (JSON String, Number, Array, Object or token 'null', 'true' or 'false')\n at [Source: REDACTED (`StreamReadFeature.INCLUDE_SOURCE_IN_LOCATION` disabled); line: 1, column: 1]"
         },
         "Type": "User",
-        "message": "Could not parse request body into json: Could not parse payload into json: Unexpected character ((CTRL-CHAR, code 153)): expected a valid value (JSON String, Number, Array, Object or token 'null', 'true' or 'false')\n at [Source: (byte[])\"\ufffd\ufffd,j\u0007\ufffdzYh\"; line: 1, column: 2]",
+        "message": "Could not parse request body into json: Could not parse payload into json: Unexpected character ((CTRL-CHAR, code 153)): expected a valid value (JSON String, Number, Array, Object or token 'null', 'true' or 'false')\n at [Source: REDACTED (`StreamReadFeature.INCLUDE_SOURCE_IN_LOCATION` disabled); line: 1, column: 1]",
         "ResponseMetadata": {
           "HTTPHeaders": {},
           "HTTPStatusCode": 400
@@ -3506,23 +3508,23 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaBaseFeatures::test_assume_role[1]": {
-    "recorded-date": "08-04-2024, 16:55:26",
+    "recorded-date": "24-11-2025, 23:08:16",
     "recorded-content": {
       "invoke-result-assumed-role-arn": "arn:<partition>:sts::111111111111:assumed-role/lambda-autogenerated-<lambda-autogenerated-role-prefix>/<function-name>@lambda_function"
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaBaseFeatures::test_assume_role[2]": {
-    "recorded-date": "08-04-2024, 16:55:32",
+    "recorded-date": "24-11-2025, 23:08:21",
     "recorded-content": {
       "invoke-result-assumed-role-arn": "arn:<partition>:sts::111111111111:assumed-role/lambda-autogenerated-<lambda-autogenerated-role-prefix>/<function-name>"
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaBaseFeatures::test_large_payloads": {
-    "recorded-date": "08-04-2024, 16:55:07",
+    "recorded-date": "24-11-2025, 23:08:00",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaBehavior::test_mixed_architecture": {
-    "recorded-date": "15-05-2024, 12:55:53",
+    "recorded-date": "24-11-2025, 23:08:39",
     "recorded-content": {
       "create_function_response": {
         "CreateEventSourceMappingResponse": null,
@@ -3623,7 +3625,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaConcurrency::test_lambda_provisioned_concurrency_scheduling": {
-    "recorded-date": "16-04-2024, 08:03:42",
+    "recorded-date": "24-11-2025, 23:23:20",
     "recorded-content": {
       "get_provisioned_postwait": {
         "AllocatedProvisionedConcurrentExecutions": 1,
@@ -3639,7 +3641,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaBehavior::test_lambda_init_environment": {
-    "recorded-date": "08-04-2024, 16:56:25",
+    "recorded-date": "25-11-2025, 22:02:31",
     "recorded-content": {
       "create-result": {
         "CreateEventSourceMappingResponse": null,
@@ -3694,35 +3696,35 @@
         "ExecutedVersion": "$LATEST",
         "Payload": {
           "environment": {
-            "PATH": "/var/lang/bin:/usr/local/bin:/usr/bin/:/bin:/opt/bin",
-            "LD_LIBRARY_PATH": "/var/lang/lib:/lib64:/usr/lib64:/var/runtime:/var/runtime/lib:/var/task:/var/task/lib:/opt/lib",
-            "_LAMBDA_TELEMETRY_API_PASSPHRASE": "<telemetry-passphrase:1>",
-            "LANG": "en_US.UTF-8",
-            "TZ": ":UTC",
+            "AWS_LAMBDA_FUNCTION_VERSION": "$LATEST",
+            "AWS_EXECUTION_ENV": "AWS_Lambda_python3.12",
+            "AWS_DEFAULT_REGION": "<region>",
+            "AWS_LAMBDA_LOG_STREAM_NAME": "<log-stream-name:1>",
+            "AWS_REGION": "<region>",
+            "PWD": "/var/task",
             "_HANDLER": "handler.handler",
-            "_LAMBDA_DIRECT_INVOKE_SOCKET": "9",
-            "_LAMBDA_CONTROL_SOCKET": "11",
-            "_LAMBDA_CONSOLE_SOCKET": "12",
+            "TZ": ":UTC",
             "LAMBDA_TASK_ROOT": "/var/task",
-            "LAMBDA_RUNTIME_DIR": "/var/runtime",
-            "_LAMBDA_LOG_FD": "18",
-            "_LAMBDA_SB_ID": "0",
-            "_LAMBDA_SHARED_MEM_FD": "8",
-            "AWS_REGION": "<region>",
-            "AWS_DEFAULT_REGION": "<region>",
+            "LANG": "en_US.UTF-8",
+            "AWS_SECRET_ACCESS_KEY": "<aws-secret-access-key:1>",
             "AWS_LAMBDA_LOG_GROUP_NAME": "/aws/lambda/<function-name:1>",
-            "AWS_LAMBDA_LOG_STREAM_NAME": "<log-stream-name:1>",
-            "AWS_LAMBDA_FUNCTION_NAME": "<function-name:1>",
+            "AWS_LAMBDA_RUNTIME_API": "<xray-daemon-address:1>:9001",
             "AWS_LAMBDA_FUNCTION_MEMORY_SIZE": "128",
-            "AWS_LAMBDA_FUNCTION_VERSION": "$LATEST",
-            "_AWS_XRAY_DAEMON_ADDRESS": "169.254.79.129",
-            "_AWS_XRAY_DAEMON_PORT": "2000",
-            "AWS_XRAY_DAEMON_ADDRESS": "169.254.79.129:2000",
-            "AWS_XRAY_CONTEXT_MISSING": "LOG_ERROR",
-            "_X_AMZN_TRACE_ID": "<xray-trace-id:1>",
-            "AWS_EXECUTION_ENV": "AWS_Lambda_rapid",
+            "LAMBDA_RUNTIME_DIR": "/var/runtime",
+            "_AWS_XRAY_DAEMON_ADDRESS": "<xray-daemon-address:1>",
+            "AWS_XRAY_DAEMON_ADDRESS": "<xray-daemon-address:1>:2000",
+            "SHLVL": "0",
+            "AWS_ACCESS_KEY_ID": "<aws-access-key-id:1>",
+            "LD_LIBRARY_PATH": "/var/lang/lib:/lib64:/usr/lib64:/var/runtime:/var/runtime/lib:/var/task:/var/task/lib:/opt/lib",
+            "AWS_LAMBDA_FUNCTION_NAME": "<function-name:1>",
+            "PATH": "/var/lang/bin:/usr/local/bin:/usr/bin/:/bin:/opt/bin",
             "AWS_LAMBDA_INITIALIZATION_TYPE": "on-demand",
-            "_LAMBDA_RUNTIME_LOAD_TIME": "<runtime-load-time:1>"
+            "AWS_SESSION_TOKEN": "<aws-session-token:1>",
+            "AWS_XRAY_CONTEXT_MISSING": "LOG_ERROR",
+            "_AWS_XRAY_DAEMON_PORT": "2000",
+            "LC_CTYPE": "C.UTF-8",
+            "PYTHONPATH": "/var/runtime",
+            "_X_AMZN_TRACE_ID": "<xray-trace-id:1>"
           }
         },
         "StatusCode": 200,
@@ -3734,7 +3736,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaBaseFeatures::test_lambda_too_large_response": {
-    "recorded-date": "08-04-2024, 16:55:18",
+    "recorded-date": "24-11-2025, 23:08:09",
     "recorded-content": {
       "invoke_result": {
         "ExecutedVersion": "$LATEST",
@@ -3765,7 +3767,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaVersions::test_lambda_handler_update": {
-    "recorded-date": "08-04-2024, 17:10:59",
+    "recorded-date": "24-11-2025, 23:26:26",
     "recorded-content": {
       "invoke_result_handler_one": {
         "ExecutedVersion": "$LATEST",
@@ -3901,7 +3903,7 @@
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   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaURL::test_lambda_url_invalid_invoke_mode": {
-    "recorded-date": "08-04-2024, 16:57:26",
+    "recorded-date": "24-11-2025, 23:11:02",
     "recorded-content": {
       "invoke_function_invalid_invoke_type": {
         "Error": {
@@ -3916,7 +3918,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaURL::test_lambda_update_function_url_config": {
-    "recorded-date": "08-04-2024, 16:57:18",
+    "recorded-date": "24-11-2025, 23:09:53",
     "recorded-content": {
       "create_lambda_url_config": {
         "AuthType": "NONE",
@@ -3992,7 +3994,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaURL::test_lambda_url_echo_invoke[RESPONSE_STREAM]": {
-    "recorded-date": "08-04-2024, 16:57:10",
+    "recorded-date": "24-11-2025, 23:09:46",
     "recorded-content": {
       "create_lambda_url_config": {
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@@ -4026,7 +4028,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaURL::test_lambda_url_echo_invoke[BUFFERED]": {
-    "recorded-date": "08-04-2024, 16:57:05",
+    "recorded-date": "24-11-2025, 23:09:43",
     "recorded-content": {
       "create_lambda_url_config": {
         "AuthType": "NONE",
@@ -4060,7 +4062,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaURL::test_lambda_url_echo_invoke[None]": {
-    "recorded-date": "08-04-2024, 16:57:02",
+    "recorded-date": "24-11-2025, 23:09:39",
     "recorded-content": {
       "create_lambda_url_config": {
         "AuthType": "NONE",
@@ -4093,7 +4095,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaURL::test_lambda_url_echo_http_fixture_default": {
-    "recorded-date": "18-07-2024, 14:18:08",
+    "recorded-date": "24-11-2025, 23:11:05",
     "recorded-content": {
       "url_response": {
         "args": {
@@ -4126,7 +4128,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaURL::test_lambda_url_echo_http_fixture_trim_x_headers": {
-    "recorded-date": "08-04-2024, 16:57:34",
+    "recorded-date": "24-11-2025, 23:11:08",
     "recorded-content": {
       "url_response": {
         "args": {
@@ -4152,15 +4154,15 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaBaseFeatures::test_lambda_large_response": {
-    "recorded-date": "08-04-2024, 16:55:12",
+    "recorded-date": "24-11-2025, 23:08:04",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaURL::test_lambda_url_headers_and_status": {
-    "recorded-date": "08-04-2024, 16:57:14",
+    "recorded-date": "24-11-2025, 23:09:49",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaCleanup::test_recreate_function": {
-    "recorded-date": "15-05-2024, 10:16:45",
+    "recorded-date": "24-11-2025, 23:13:45",
     "recorded-content": {
       "create_function_response_one": {
         "CreateEventSourceMappingResponse": null,
@@ -4263,7 +4265,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaVersions::test_async_invoke_queue_upon_function_update": {
-    "recorded-date": "15-05-2024, 17:38:05",
+    "recorded-date": "24-11-2025, 23:27:40",
     "recorded-content": {
       "async_invoke_history_sorted": [
         "01-sleep--variant-1",
@@ -4304,7 +4306,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaURL::test_lambda_url_form_payload": {
-    "recorded-date": "13-06-2024, 21:01:16",
+    "recorded-date": "24-11-2025, 23:11:12",
     "recorded-content": {
       "url_response": {
         "args": {},
@@ -4329,55 +4331,55 @@
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaMultiAccounts::test_get_lambda_layer": {
-    "recorded-date": "14-06-2024, 15:16:46",
+    "recorded-date": "24-11-2025, 23:13:51",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaMultiAccounts::test_get_function": {
-    "recorded-date": "14-06-2024, 15:16:50",
+    "recorded-date": "24-11-2025, 23:13:53",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaMultiAccounts::test_get_function_configuration": {
-    "recorded-date": "14-06-2024, 15:16:53",
+    "recorded-date": "24-11-2025, 23:13:56",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaMultiAccounts::test_list_versions_by_function": {
-    "recorded-date": "14-06-2024, 15:16:56",
+    "recorded-date": "24-11-2025, 23:13:58",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaMultiAccounts::test_function_concurrency": {
-    "recorded-date": "14-06-2024, 15:16:59",
+    "recorded-date": "24-11-2025, 23:14:01",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaMultiAccounts::test_function_alias": {
-    "recorded-date": "14-06-2024, 15:17:03",
+    "recorded-date": "24-11-2025, 23:14:04",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaMultiAccounts::test_function_tags": {
-    "recorded-date": "14-06-2024, 15:17:07",
+    "recorded-date": "24-11-2025, 23:14:07",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaMultiAccounts::test_function_invocation": {
-    "recorded-date": "14-06-2024, 15:17:10",
+    "recorded-date": "24-11-2025, 23:14:10",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaMultiAccounts::test_publish_version": {
-    "recorded-date": "14-06-2024, 15:17:14",
+    "recorded-date": "24-11-2025, 23:14:13",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaMultiAccounts::test_delete_function": {
-    "recorded-date": "14-06-2024, 15:17:17",
+    "recorded-date": "24-11-2025, 23:14:15",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaURL::test_lambda_url_invocation_custom_id": {
-    "recorded-date": "05-08-2024, 12:24:48",
+    "recorded-date": "24-11-2025, 23:09:33",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaURL::test_lambda_url_invocation_custom_id_aliased": {
-    "recorded-date": "05-08-2024, 12:48:07",
+    "recorded-date": "24-11-2025, 23:09:36",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaURL::test_lambda_url_persists_after_alias_delete": {
-    "recorded-date": "05-08-2024, 13:57:04",
+    "recorded-date": "24-11-2025, 23:11:00",
     "recorded-content": {
       "create_lambda_url_config": {
         "AuthType": "NONE",
@@ -4401,7 +4403,7 @@
       },
       "invoke_deleted_alias_url_response_delayed": {
         "content": {
-          "Message": null
+          "Message": "Forbidden. For troubleshooting Function URL authorization issues, see: https://docs.aws.amazon.com/lambda/latest/dg/urls-auth.html"
         },
         "headers": {
           "x-amzn-ErrorType": "AccessDeniedException"
@@ -4411,7 +4413,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaFeatures::test_invocation_type_no_return_payload[python-RequestResponse]": {
-    "recorded-date": "09-10-2024, 16:15:57",
+    "recorded-date": "24-11-2025, 23:11:49",
     "recorded-content": {
       "invoke-result": {
         "ExecutedVersion": "$LATEST",
@@ -4425,7 +4427,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaFeatures::test_invocation_type_no_return_payload[python-Event]": {
-    "recorded-date": "09-10-2024, 16:16:05",
+    "recorded-date": "24-11-2025, 23:11:57",
     "recorded-content": {
       "invoke-result": {
         "Payload": "",
@@ -4438,7 +4440,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaFeatures::test_invocation_type_no_return_payload[nodejs-RequestResponse]": {
-    "recorded-date": "09-10-2024, 16:16:14",
+    "recorded-date": "24-11-2025, 23:12:06",
     "recorded-content": {
       "invoke-result": {
         "ExecutedVersion": "$LATEST",
@@ -4452,7 +4454,7 @@
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   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaFeatures::test_invocation_type_no_return_payload[nodejs-Event]": {
-    "recorded-date": "09-10-2024, 16:16:28",
+    "recorded-date": "24-11-2025, 23:12:16",
     "recorded-content": {
       "invoke-result": {
         "Payload": "",
@@ -4465,7 +4467,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaConcurrency::test_provisioned_concurrency_on_alias": {
-    "recorded-date": "07-05-2025, 09:26:54",
+    "recorded-date": "24-11-2025, 23:21:03",
     "recorded-content": {
       "put_provisioned_5": {
         "AllocatedProvisionedConcurrentExecutions": 0,
@@ -4503,7 +4505,7 @@
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   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaConcurrency::test_lambda_concurrency_update": {
-    "recorded-date": "22-05-2025, 14:11:12",
+    "recorded-date": "24-11-2025, 23:14:20",
     "recorded-content": {
       "put_function_concurrency": {
         "ReservedConcurrentExecutions": 3,
@@ -4582,7 +4584,7 @@
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   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaBehavior::test_lambda_host_prefix_api_operation": {
-    "recorded-date": "26-05-2025, 16:38:54",
+    "recorded-date": "24-11-2025, 23:09:01",
     "recorded-content": {
       "invoke-result": {
         "ExecutedVersion": "$LATEST",
@@ -4606,10 +4608,14 @@
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   "tests/aws/services/lambda_/test_lambda.py::TestLambdaURL::test_function_url_with_response_streaming": {
-    "recorded-date": "30-07-2025, 20:58:56",
+    "recorded-date": "24-11-2025, 23:09:29",
     "recorded-content": {
       "response_status": 200,
       "response_data": "Hello, world!"
     }
+  },
+  "tests/aws/services/lambda_/test_lambda.py::TestLambdaURL::test_lambda_url_non_existing_url": {
+    "recorded-date": "24-11-2025, 23:11:02",
+    "recorded-content": {}
   }
 }
diff --git a/tests/aws/services/lambda_/test_lambda.validation.json b/tests/aws/services/lambda_/test_lambda.validation.json
index 764252f6734aa..4c98e429546bd 100644
--- a/tests/aws/services/lambda_/test_lambda.validation.json
+++ b/tests/aws/services/lambda_/test_lambda.validation.json
@@ -1,120 +1,342 @@
 {
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaAliases::test_alias_routingconfig": {
-    "last_validated_date": "2024-04-08T17:11:17+00:00"
+    "last_validated_date": "2025-11-24T23:27:57+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 10.8,
+      "teardown": 0.56,
+      "total": 11.36
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   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaAliases::test_lambda_alias_moving": {
-    "last_validated_date": "2024-04-08T17:11:05+00:00"
+    "last_validated_date": "2025-11-25T23:37:28+00:00",
+    "durations_in_seconds": {
+      "setup": 11.16,
+      "call": 7.47,
+      "teardown": 1.06,
+      "total": 19.69
+    }
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   "tests/aws/services/lambda_/test_lambda.py::TestLambdaBaseFeatures::test_assume_role[1]": {
-    "last_validated_date": "2024-04-08T16:55:25+00:00"
+    "last_validated_date": "2025-11-24T23:08:16+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 4.38,
+      "teardown": 0.52,
+      "total": 4.9
+    }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaBaseFeatures::test_assume_role[2]": {
-    "last_validated_date": "2024-04-08T16:55:31+00:00"
+    "last_validated_date": "2025-11-24T23:08:21+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 4.49,
+      "teardown": 0.48,
+      "total": 4.97
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   "tests/aws/services/lambda_/test_lambda.py::TestLambdaBaseFeatures::test_function_state": {
-    "last_validated_date": "2024-04-08T16:55:20+00:00"
+    "last_validated_date": "2025-11-24T23:08:11+00:00",
+    "durations_in_seconds": {
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+      "call": 1.78,
+      "teardown": 0.21,
+      "total": 1.99
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   "tests/aws/services/lambda_/test_lambda.py::TestLambdaBaseFeatures::test_lambda_different_iam_keys_environment": {
-    "last_validated_date": "2024-04-08T16:55:37+00:00"
+    "last_validated_date": "2025-11-24T23:08:26+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 4.58,
+      "teardown": 0.54,
+      "total": 5.12
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   "tests/aws/services/lambda_/test_lambda.py::TestLambdaBaseFeatures::test_lambda_large_response": {
-    "last_validated_date": "2024-04-08T16:55:11+00:00"
+    "last_validated_date": "2025-11-24T23:08:04+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 3.51,
+      "teardown": 0.31,
+      "total": 3.82
+    }
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   "tests/aws/services/lambda_/test_lambda.py::TestLambdaBaseFeatures::test_lambda_too_large_response": {
-    "last_validated_date": "2024-04-08T16:55:18+00:00"
+    "last_validated_date": "2025-11-24T23:08:09+00:00",
+    "durations_in_seconds": {
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+      "call": 5.3,
+      "teardown": 0.35,
+      "total": 5.65
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   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaBaseFeatures::test_large_payloads": {
-    "last_validated_date": "2024-04-08T16:55:06+00:00"
+    "last_validated_date": "2025-11-24T23:08:00+00:00",
+    "durations_in_seconds": {
+      "setup": 11.1,
+      "call": 5.22,
+      "teardown": 0.57,
+      "total": 16.89
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   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaBehavior::test_lambda_cache_local[nodejs]": {
-    "last_validated_date": "2024-04-08T16:55:56+00:00"
+    "last_validated_date": "2025-11-24T23:08:41+00:00",
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+      "teardown": 0.34,
+      "total": 2.47
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   "tests/aws/services/lambda_/test_lambda.py::TestLambdaBehavior::test_lambda_cache_local[python]": {
-    "last_validated_date": "2024-04-08T16:55:59+00:00"
+    "last_validated_date": "2025-11-24T23:08:44+00:00",
+    "durations_in_seconds": {
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+      "call": 2.17,
+      "teardown": 0.49,
+      "total": 2.66
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   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaBehavior::test_lambda_host_prefix_api_operation": {
-    "last_validated_date": "2025-05-26T16:38:53+00:00"
+    "last_validated_date": "2025-11-24T23:09:01+00:00",
+    "durations_in_seconds": {
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+      "call": 3.38,
+      "teardown": 0.56,
+      "total": 3.94
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   "tests/aws/services/lambda_/test_lambda.py::TestLambdaBehavior::test_lambda_init_environment": {
-    "last_validated_date": "2024-04-08T16:56:25+00:00"
+    "last_validated_date": "2025-11-25T22:02:31+00:00",
+    "durations_in_seconds": {
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+      "call": 2.27,
+      "teardown": 6.54,
+      "total": 19.98
+    }
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   "tests/aws/services/lambda_/test_lambda.py::TestLambdaBehavior::test_lambda_invoke_no_timeout": {
-    "last_validated_date": "2024-04-08T16:56:14+00:00"
+    "last_validated_date": "2025-11-24T23:08:55+00:00",
+    "durations_in_seconds": {
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+      "call": 6.59,
+      "teardown": 0.32,
+      "total": 6.91
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   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaBehavior::test_lambda_invoke_timed_out_environment_reuse": {
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   "tests/aws/services/lambda_/test_lambda.py::TestLambdaBehavior::test_lambda_invoke_with_timeout": {
-    "last_validated_date": "2024-04-08T16:56:04+00:00"
+    "last_validated_date": "2025-11-25T00:39:46+00:00",
+    "durations_in_seconds": {
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+      "call": 3.78,
+      "teardown": 1.05,
+      "total": 16.01
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   "tests/aws/services/lambda_/test_lambda.py::TestLambdaBehavior::test_mixed_architecture": {
-    "last_validated_date": "2024-05-15T12:55:52+00:00"
+    "last_validated_date": "2025-11-24T23:08:39+00:00",
+    "durations_in_seconds": {
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+      "call": 4.18,
+      "teardown": 0.52,
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   "tests/aws/services/lambda_/test_lambda.py::TestLambdaBehavior::test_runtime_introspection_arm": {
-    "last_validated_date": "2024-04-08T16:55:44+00:00"
+    "last_validated_date": "2025-11-24T23:08:31+00:00",
+    "durations_in_seconds": {
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+      "call": 2.13,
+      "teardown": 0.5,
+      "total": 2.63
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   "tests/aws/services/lambda_/test_lambda.py::TestLambdaBehavior::test_runtime_introspection_x86": {
-    "last_validated_date": "2024-04-08T16:55:41+00:00"
+    "last_validated_date": "2025-11-24T23:08:29+00:00",
+    "durations_in_seconds": {
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+      "teardown": 0.49,
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   "tests/aws/services/lambda_/test_lambda.py::TestLambdaBehavior::test_runtime_ulimits": {
-    "last_validated_date": "2024-04-16T08:12:11+00:00"
+    "last_validated_date": "2025-11-24T23:08:34+00:00",
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   "tests/aws/services/lambda_/test_lambda.py::TestLambdaCleanup::test_recreate_function": {
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+    "last_validated_date": "2025-11-24T23:13:45+00:00",
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+      "teardown": 0.44,
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@@ -123,186 +345,504 @@
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+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 2.83,
+      "teardown": 0.52,
+      "total": 3.35
+    }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaURL::test_lambda_url_echo_invoke[RESPONSE_STREAM]": {
-    "last_validated_date": "2024-04-08T16:57:09+00:00"
+    "last_validated_date": "2025-11-24T23:09:46+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 2.7,
+      "teardown": 0.56,
+      "total": 3.26
+    }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaURL::test_lambda_url_form_payload": {
-    "last_validated_date": "2024-06-13T21:01:15+00:00"
+    "last_validated_date": "2025-11-24T23:11:12+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 3.25,
+      "teardown": 0.55,
+      "total": 3.8
+    }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaURL::test_lambda_url_headers_and_status": {
-    "last_validated_date": "2024-04-08T16:57:13+00:00"
+    "last_validated_date": "2025-11-24T23:09:49+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 2.82,
+      "teardown": 0.56,
+      "total": 3.38
+    }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaURL::test_lambda_url_invalid_invoke_mode": {
-    "last_validated_date": "2024-04-08T16:57:25+00:00"
+    "last_validated_date": "2025-11-24T23:11:02+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 1.73,
+      "teardown": 0.35,
+      "total": 2.08
+    }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaURL::test_lambda_url_invocation[boolean]": {
-    "last_validated_date": "2024-04-08T16:56:56+00:00"
+    "last_validated_date": "2025-11-24T23:09:26+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 2.42,
+      "teardown": 0.51,
+      "total": 2.93
+    }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaURL::test_lambda_url_invocation[dict]": {
-    "last_validated_date": "2024-04-08T16:56:29+00:00"
+    "last_validated_date": "2025-11-24T23:09:04+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 2.61,
+      "teardown": 0.53,
+      "total": 3.14
+    }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaURL::test_lambda_url_invocation[float]": {
-    "last_validated_date": "2024-04-08T16:56:52+00:00"
+    "last_validated_date": "2025-11-24T23:09:23+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 2.57,
+      "teardown": 0.48,
+      "total": 3.05
+    }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaURL::test_lambda_url_invocation[http-response-json]": {
-    "last_validated_date": "2024-04-08T16:56:36+00:00"
+    "last_validated_date": "2025-11-24T23:09:11+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 2.56,
+      "teardown": 0.49,
+      "total": 3.05
+    }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaURL::test_lambda_url_invocation[http-response]": {
-    "last_validated_date": "2024-04-08T16:56:32+00:00"
+    "last_validated_date": "2025-11-24T23:09:07+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 2.48,
+      "teardown": 0.49,
+      "total": 2.97
+    }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaURL::test_lambda_url_invocation[integer]": {
-    "last_validated_date": "2024-04-08T16:56:48+00:00"
+    "last_validated_date": "2025-11-24T23:09:20+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 2.8,
+      "teardown": 0.52,
+      "total": 3.32
+    }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaURL::test_lambda_url_invocation[list-mixed]": {
-    "last_validated_date": "2024-04-08T16:56:40+00:00"
+    "last_validated_date": "2025-11-24T23:09:14+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 2.5,
+      "teardown": 0.48,
+      "total": 2.98
+    }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaURL::test_lambda_url_invocation[string]": {
-    "last_validated_date": "2024-04-08T16:56:44+00:00"
+    "last_validated_date": "2025-11-24T23:09:17+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 2.59,
+      "teardown": 0.56,
+      "total": 3.15
+    }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaURL::test_lambda_url_invocation_custom_id": {
-    "last_validated_date": "2024-08-05T12:24:46+00:00"
+    "last_validated_date": "2025-11-24T23:09:33+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 2.67,
+      "teardown": 0.59,
+      "total": 3.26
+    }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaURL::test_lambda_url_invocation_custom_id_aliased": {
-    "last_validated_date": "2024-08-05T12:48:05+00:00"
+    "last_validated_date": "2025-11-24T23:09:36+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 2.85,
+      "teardown": 0.57,
+      "total": 3.42
+    }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaURL::test_lambda_url_invocation_exception": {
-    "last_validated_date": "2024-04-08T16:57:22+00:00"
+    "last_validated_date": "2025-11-24T23:09:56+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 2.88,
+      "teardown": 0.5,
+      "total": 3.38
+    }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaURL::test_lambda_url_non_existing_url": {
-    "last_validated_date": "2024-04-11T17:16:39+00:00"
+    "last_validated_date": "2025-11-24T23:11:02+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.29,
+      "teardown": 0.0,
+      "total": 0.29
+    }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaURL::test_lambda_url_persists_after_alias_delete": {
-    "last_validated_date": "2024-08-05T13:57:02+00:00"
+    "last_validated_date": "2025-11-24T23:11:00+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 62.73,
+      "teardown": 0.65,
+      "total": 63.38
+    }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaVersions::test_async_invoke_queue_upon_function_update": {
-    "last_validated_date": "2024-05-15T18:29:38+00:00"
+    "last_validated_date": "2025-11-24T23:27:40+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 71.82,
+      "teardown": 1.85,
+      "total": 73.67
+    }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaVersions::test_function_update_during_invoke": {
     "last_validated_date": "2024-05-15T19:05:04+00:00"
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaVersions::test_lambda_handler_update": {
-    "last_validated_date": "2024-04-08T17:10:58+00:00"
+    "last_validated_date": "2025-11-24T23:26:26+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 4.64,
+      "teardown": 0.65,
+      "total": 5.29
+    }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaVersions::test_lambda_versions_with_code_changes": {
-    "last_validated_date": "2024-04-08T17:10:52+00:00"
+    "last_validated_date": "2025-11-24T23:26:21+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.8,
+      "teardown": 0.46,
+      "total": 13.26
+    }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestRequestIdHandling::test_request_id_async_invoke_with_retry": {
-    "last_validated_date": "2024-04-08T17:13:38+00:00"
+    "last_validated_date": "2025-11-24T23:30:19+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 122.59,
+      "teardown": 1.51,
+      "total": 124.1
+    }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestRequestIdHandling::test_request_id_format": {
-    "last_validated_date": "2024-04-08T17:11:17+00:00"
+    "last_validated_date": "2025-11-24T23:27:57+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.16,
+      "teardown": 0.0,
+      "total": 0.16
+    }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestRequestIdHandling::test_request_id_invoke": {
-    "last_validated_date": "2024-04-08T17:11:26+00:00"
+    "last_validated_date": "2025-11-24T23:28:05+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 6.99,
+      "teardown": 0.42,
+      "total": 7.41
+    }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestRequestIdHandling::test_request_id_invoke_url": {
-    "last_validated_date": "2024-04-08T17:11:34+00:00"
+    "last_validated_date": "2025-11-24T23:28:15+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 9.54,
+      "teardown": 0.38,
+      "total": 9.92
+    }
   }
 }
diff --git a/tests/aws/services/lambda_/test_lambda_api.py b/tests/aws/services/lambda_/test_lambda_api.py
index a2659594bfdc6..72260e4c9ebb4 100644
--- a/tests/aws/services/lambda_/test_lambda_api.py
+++ b/tests/aws/services/lambda_/test_lambda_api.py
@@ -52,6 +52,7 @@
 from localstack.utils import testutil
 from localstack.utils.aws import arns
 from localstack.utils.aws.arns import (
+    capacity_provider_arn,
     get_partition,
     lambda_event_source_mapping_arn,
     lambda_function_arn,
@@ -324,9 +325,11 @@ def test_function_partial_advanced_logging_configuration_update(
 
 class TestLambdaFunction:
     @markers.snapshot.skip_snapshot_verify(
-        # The RuntimeVersionArn is currently a hardcoded id and therefore does not reflect the ARN resource update
-        # for different runtime versions"
-        paths=["$..RuntimeVersionConfig.RuntimeVersionArn"]
+        paths=[
+            # The RuntimeVersionArn is currently a hardcoded id and therefore does not reflect the ARN resource update
+            # for different runtime versions"
+            "$..RuntimeVersionConfig.RuntimeVersionArn",
+        ]
     )
     @markers.aws.validated
     def test_function_lifecycle(self, snapshot, create_lambda_function, lambda_su_role, aws_client):
@@ -972,8 +975,12 @@ def test_function_name_and_qualifier_validation(
                 "function_name_too_long-invoke",
                 "incomplete_arn-invoke",
             )
+            and not is_aws_cloud()
         ):
-            pytest.skip("skipping test case")
+            pytest.skip("Not implemented")
+
+        if request.node.callspec.id == "incomplete_arn-create_function":
+            pytest.skip("Works against AWS")
 
         function_name = test_case["FunctionName"].format(
             region_name=region_name, account_id=account_id
@@ -2762,6 +2769,9 @@ def test_function_revisions_version_and_alias(
         assert rev_a1_create_alias != rev_a2_update_alias
 
     @markers.aws.validated
+    @pytest.mark.skip(
+        reason="The API on AWS has changed significantly and this test needs re-writing"
+    )
     def test_function_revisions_permissions(self, create_lambda_function, snapshot, aws_client):
         """Tests revision id lifecycle for adding and removing permissions"""
         # rev1: create function
@@ -2993,8 +3003,8 @@ def test_tag_lifecycle(self, snapshot, aws_client, resource_arn_fixture, request
 
     @pytest.mark.parametrize(
         "create_resource_arn",
-        [lambda_function_arn, lambda_event_source_mapping_arn],
-        ids=["lambda_function", "event_source_mapping"],
+        [lambda_function_arn, lambda_event_source_mapping_arn, capacity_provider_arn],
+        ids=["lambda_function", "event_source_mapping", "capacity_provider"],
     )
     @markers.aws.validated
     def test_tag_exceptions(
@@ -3954,6 +3964,13 @@ def _wait_provisioned():
 
 
 class TestLambdaPermissions:
+    @markers.snapshot.skip_snapshot_verify(
+        paths=[
+            # TODO: adjust validation to new AWS behavior, raising function not found under a certain condition
+            "get_policy_fn_doesnotexist..Error.Message",
+            "get_policy_fn_doesnotexist..Message",
+        ]
+    )
     @markers.aws.validated
     def test_permission_exceptions(
         self, create_lambda_function, account_id, snapshot, aws_client, region_name
@@ -4147,6 +4164,7 @@ def test_add_lambda_permission_aws(
         snapshot.match("get_policy", get_policy_result)
 
     @markers.aws.validated
+    @markers.snapshot.skip_snapshot_verify(["$..RevisionId"])  # TODO fix in follow up
     def test_lambda_permission_fn_versioning(
         self, create_lambda_function, account_id, snapshot, aws_client, region_name
     ):
@@ -5484,7 +5502,9 @@ def test_account_settings_total_code_size_config_update(
 
 class TestLambdaEventSourceMappings:
     @markers.aws.validated
-    def test_event_source_mapping_exceptions(self, snapshot, aws_client):
+    def test_event_source_mapping_exceptions(
+        self, snapshot, aws_client, region_name, secondary_region_name
+    ):
         with pytest.raises(aws_client.lambda_.exceptions.ResourceNotFoundException) as e:
             aws_client.lambda_.get_event_source_mapping(UUID=long_uid())
         snapshot.match("get_unknown_uuid", e.value.response)
@@ -5501,7 +5521,7 @@ def test_event_source_mapping_exceptions(self, snapshot, aws_client):
         aws_client.lambda_.list_event_source_mappings()
         aws_client.lambda_.list_event_source_mappings(FunctionName="doesnotexist")
         aws_client.lambda_.list_event_source_mappings(
-            EventSourceArn="arn:aws:sqs:us-east-1:111111111111:somequeue"
+            EventSourceArn=f"arn:aws:sqs:{region_name}:111111111111:somequeue"
         )
 
         with pytest.raises(aws_client.lambda_.exceptions.InvalidParameterValueException) as e:
@@ -5511,17 +5531,17 @@ def test_event_source_mapping_exceptions(self, snapshot, aws_client):
         with pytest.raises(aws_client.lambda_.exceptions.InvalidParameterValueException) as e:
             aws_client.lambda_.create_event_source_mapping(
                 FunctionName="doesnotexist",
-                EventSourceArn="arn:aws:sqs:us-east-1:111111111111:somequeue",
+                EventSourceArn=f"arn:aws:sqs:{region_name}:111111111111:somequeue",
             )
         snapshot.match("create_unknown_params", e.value.response)
 
         with pytest.raises(aws_client.lambda_.exceptions.InvalidParameterValueException) as e:
             aws_client.lambda_.create_event_source_mapping(
                 FunctionName="doesnotexist",
-                EventSourceArn="arn:aws:sqs:us-east-1:111111111111:somequeue",
+                EventSourceArn=f"arn:aws:sqs:{region_name}:111111111111:somequeue",
                 DestinationConfig={
                     "OnSuccess": {
-                        "Destination": "arn:aws:sqs:us-east-1:111111111111:someotherqueue"
+                        "Destination": f"arn:aws:sqs:{region_name}:111111111111:someotherqueue"
                     }
                 },
             )
@@ -5735,10 +5755,10 @@ def _create_esm(snapshot_scope: str, tested_name: str):
             aws_client.lambda_.delete_event_source_mapping(UUID=result["UUID"])
 
             def _assert_esm_deleted():
-                with pytest.raises(aws_client.lambda_.exceptions.ResourceNotFoundException):
+                try:
                     aws_client.lambda_.get_event_source_mapping(UUID=result["UUID"])
-
-                return True
+                except aws_client.lambda_.exceptions.ResourceNotFoundException:
+                    return True
 
             wait_until(_assert_esm_deleted)
 
diff --git a/tests/aws/services/lambda_/test_lambda_api.snapshot.json b/tests/aws/services/lambda_/test_lambda_api.snapshot.json
index 4ec2eb32259d5..b8dd37a87ebbb 100644
--- a/tests/aws/services/lambda_/test_lambda_api.snapshot.json
+++ b/tests/aws/services/lambda_/test_lambda_api.snapshot.json
@@ -1,6 +1,6 @@
 {
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_lifecycle": {
-    "recorded-date": "12-09-2024, 11:29:18",
+    "recorded-date": "25-11-2025, 02:26:54",
     "recorded-content": {
       "create_response": {
         "CreateEventSourceMappingResponse": null,
@@ -307,6 +307,7 @@
         }
       },
       "delete_response": {
+        "StatusCode": 204,
         "ResponseMetadata": {
           "HTTPHeaders": {},
           "HTTPStatusCode": 204
@@ -327,7 +328,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_redundant_updates": {
-    "recorded-date": "12-09-2024, 11:29:23",
+    "recorded-date": "25-11-2025, 02:27:00",
     "recorded-content": {
       "create_response": {
         "CreateEventSourceMappingResponse": null,
@@ -622,7 +623,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_ops_with_arn_qualifier_mismatch[delete_function]": {
-    "recorded-date": "12-09-2024, 11:29:23",
+    "recorded-date": "25-11-2025, 02:27:00",
     "recorded-content": {
       "not_match_exception": {
         "Error": {
@@ -651,7 +652,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_ops_with_arn_qualifier_mismatch[get_function]": {
-    "recorded-date": "12-09-2024, 11:29:23",
+    "recorded-date": "25-11-2025, 02:27:01",
     "recorded-content": {
       "not_match_exception": {
         "Error": {
@@ -680,7 +681,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_ops_with_arn_qualifier_mismatch[get_function_configuration]": {
-    "recorded-date": "12-09-2024, 11:29:24",
+    "recorded-date": "25-11-2025, 02:27:01",
     "recorded-content": {
       "not_match_exception": {
         "Error": {
@@ -709,7 +710,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_ops_on_nonexisting_version[get_function]": {
-    "recorded-date": "12-09-2024, 11:29:26",
+    "recorded-date": "25-11-2025, 02:27:03",
     "recorded-content": {
       "version_not_found_exception": {
         "Error": {
@@ -726,7 +727,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_ops_on_nonexisting_version[get_function_configuration]": {
-    "recorded-date": "12-09-2024, 11:29:28",
+    "recorded-date": "25-11-2025, 02:27:06",
     "recorded-content": {
       "version_not_found_exception": {
         "Error": {
@@ -743,7 +744,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_ops_on_nonexisting_version[get_function_event_invoke_config]": {
-    "recorded-date": "12-09-2024, 11:29:30",
+    "recorded-date": "25-11-2025, 02:27:08",
     "recorded-content": {
       "version_not_found_exception": {
         "Error": {
@@ -760,7 +761,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_delete_on_nonexisting_version": {
-    "recorded-date": "12-09-2024, 11:29:32",
+    "recorded-date": "25-11-2025, 02:27:11",
     "recorded-content": {
       "delete_function_response_non_existent": {
         "Error": {
@@ -789,7 +790,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_ops_on_nonexisting_fn[delete_function]": {
-    "recorded-date": "12-09-2024, 11:29:32",
+    "recorded-date": "25-11-2025, 02:27:12",
     "recorded-content": {
       "not_found_exception": {
         "Error": {
@@ -806,7 +807,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_ops_on_nonexisting_fn[get_function]": {
-    "recorded-date": "12-09-2024, 11:29:32",
+    "recorded-date": "25-11-2025, 02:27:12",
     "recorded-content": {
       "not_found_exception": {
         "Error": {
@@ -823,7 +824,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_ops_on_nonexisting_fn[get_function_configuration]": {
-    "recorded-date": "12-09-2024, 11:29:33",
+    "recorded-date": "25-11-2025, 02:27:12",
     "recorded-content": {
       "not_found_exception": {
         "Error": {
@@ -840,7 +841,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_ops_on_nonexisting_fn[get_function_url_config]": {
-    "recorded-date": "12-09-2024, 11:29:33",
+    "recorded-date": "25-11-2025, 02:27:12",
     "recorded-content": {
       "not_found_exception": {
         "Error": {
@@ -857,7 +858,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_ops_on_nonexisting_fn[get_function_code_signing_config]": {
-    "recorded-date": "12-09-2024, 11:29:33",
+    "recorded-date": "25-11-2025, 02:27:12",
     "recorded-content": {
       "not_found_exception": {
         "Error": {
@@ -874,7 +875,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_ops_on_nonexisting_fn[get_function_event_invoke_config]": {
-    "recorded-date": "12-09-2024, 11:29:33",
+    "recorded-date": "25-11-2025, 02:27:13",
     "recorded-content": {
       "not_found_exception": {
         "Error": {
@@ -891,7 +892,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_ops_on_nonexisting_fn[get_function_concurrency]": {
-    "recorded-date": "12-09-2024, 11:29:33",
+    "recorded-date": "25-11-2025, 02:27:13",
     "recorded-content": {
       "not_found_exception": {
         "Error": {
@@ -908,7 +909,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_get_function_wrong_region[get_function]": {
-    "recorded-date": "12-09-2024, 11:29:35",
+    "recorded-date": "25-11-2025, 02:27:15",
     "recorded-content": {
       "wrong_region_exception": {
         "Error": {
@@ -925,7 +926,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_get_function_wrong_region[get_function_configuration]": {
-    "recorded-date": "12-09-2024, 11:29:37",
+    "recorded-date": "25-11-2025, 02:27:17",
     "recorded-content": {
       "wrong_region_exception": {
         "Error": {
@@ -942,7 +943,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_get_function_wrong_region[get_function_url_config]": {
-    "recorded-date": "12-09-2024, 11:29:39",
+    "recorded-date": "25-11-2025, 02:27:20",
     "recorded-content": {
       "wrong_region_exception": {
         "Error": {
@@ -959,7 +960,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_get_function_wrong_region[get_function_code_signing_config]": {
-    "recorded-date": "12-09-2024, 11:29:41",
+    "recorded-date": "25-11-2025, 02:27:22",
     "recorded-content": {
       "wrong_region_exception": {
         "Error": {
@@ -976,7 +977,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_get_function_wrong_region[get_function_event_invoke_config]": {
-    "recorded-date": "12-09-2024, 11:29:43",
+    "recorded-date": "25-11-2025, 02:27:24",
     "recorded-content": {
       "wrong_region_exception": {
         "Error": {
@@ -993,7 +994,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_get_function_wrong_region[get_function_concurrency]": {
-    "recorded-date": "12-09-2024, 11:29:46",
+    "recorded-date": "25-11-2025, 02:27:27",
     "recorded-content": {
       "wrong_region_exception": {
         "Error": {
@@ -1010,7 +1011,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_get_function_wrong_region[delete_function]": {
-    "recorded-date": "12-09-2024, 11:29:48",
+    "recorded-date": "25-11-2025, 02:27:29",
     "recorded-content": {
       "wrong_region_exception": {
         "Error": {
@@ -1027,7 +1028,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_get_function_wrong_region[invoke]": {
-    "recorded-date": "12-09-2024, 11:29:50",
+    "recorded-date": "25-11-2025, 02:27:32",
     "recorded-content": {
       "wrong_region_exception": {
         "Error": {
@@ -1044,7 +1045,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_lambda_code_location_zipfile": {
-    "recorded-date": "12-09-2024, 11:29:52",
+    "recorded-date": "25-11-2025, 02:27:35",
     "recorded-content": {
       "create-response-zip-file": {
         "Architectures": [
@@ -1234,7 +1235,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_lambda_code_location_s3": {
-    "recorded-date": "12-09-2024, 11:29:57",
+    "recorded-date": "25-11-2025, 02:27:41",
     "recorded-content": {
       "create_response_s3": {
         "Architectures": [
@@ -1424,7 +1425,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaVersions::test_publish_version_on_create": {
-    "recorded-date": "10-04-2024, 09:12:04",
+    "recorded-date": "25-11-2025, 02:38:24",
     "recorded-content": {
       "create_response": {
         "Architectures": [
@@ -1806,7 +1807,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaVersions::test_version_lifecycle": {
-    "recorded-date": "12-07-2024, 11:43:40",
+    "recorded-date": "25-11-2025, 02:38:32",
     "recorded-content": {
       "create_response": {
         "Architectures": [
@@ -2641,7 +2642,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaVersions::test_publish_with_wrong_sha256": {
-    "recorded-date": "10-04-2024, 09:12:15",
+    "recorded-date": "25-11-2025, 02:38:35",
     "recorded-content": {
       "create_response": {
         "Architectures": [
@@ -2791,7 +2792,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaVersions::test_publish_with_update": {
-    "recorded-date": "10-04-2024, 09:12:18",
+    "recorded-date": "25-11-2025, 02:38:38",
     "recorded-content": {
       "create_response": {
         "Architectures": [
@@ -3029,7 +3030,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaAlias::test_alias_lifecycle": {
-    "recorded-date": "21-11-2024, 13:44:49",
+    "recorded-date": "25-11-2025, 02:38:45",
     "recorded-content": {
       "create_response": {
         "Architectures": [
@@ -3621,7 +3622,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaAlias::test_notfound_and_invalid_routingconfigs": {
-    "recorded-date": "21-11-2024, 13:45:06",
+    "recorded-date": "25-11-2025, 21:33:38",
     "recorded-content": {
       "create_response": {
         "Architectures": [
@@ -3847,7 +3848,7 @@
       "routing_config_exc_version_latest": {
         "Error": {
           "Code": "ValidationException",
-          "Message": "1 validation error detected: Value '{$LATEST=0.5}' at 'routingConfig.additionalVersionWeights' failed to satisfy constraint: Map keys must satisfy constraint: [Member must have length less than or equal to 1024, Member must have length greater than or equal to 1, Member must satisfy regular expression pattern: [0-9]+, Member must not be null]"
+          "Message": "1 validation error detected: Value '{$LATEST=0.5}' at 'routingConfig.additionalVersionWeights' failed to satisfy constraint: Map keys must satisfy constraint: [Member must have length less than or equal to 1024, Member must have length greater than or equal to 1, Member must satisfy regular expression pattern: [0-9]+]"
         },
         "ResponseMetadata": {
           "HTTPHeaders": {},
@@ -3931,7 +3932,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaTag::test_create_tag_on_fn_create": {
-    "recorded-date": "10-04-2024, 09:13:05",
+    "recorded-date": "25-11-2025, 02:39:21",
     "recorded-content": {
       "get_function_result": {
         "Code": {
@@ -4114,7 +4115,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaTag::test_tag_nonexisting_resource": {
-    "recorded-date": "10-04-2024, 09:13:14",
+    "recorded-date": "25-11-2025, 02:39:54",
     "recorded-content": {
       "pre_delete_get_function": {
         "Code": {
@@ -4206,7 +4207,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaEventInvokeConfig::test_lambda_eventinvokeconfig_exceptions": {
-    "recorded-date": "10-04-2024, 09:13:39",
+    "recorded-date": "25-11-2025, 21:39:31",
     "recorded-content": {
       "fn_version_result": {
         "Architectures": [
@@ -4377,7 +4378,7 @@
       "put_destination_invalid_arn_pattern": {
         "Error": {
           "Code": "ValidationException",
-          "Message": "1 validation error detected: Value 'arn:<partition>:_-/!lambda:<region>:111111111111:function:<function-name:1>' at 'destinationConfig.onFailure.destination' failed to satisfy constraint: Member must satisfy regular expression pattern: ^$|arn:(aws[a-zA-Z0-9-]*):([a-zA-Z0-9\\-])+:([a-z]{2}((-gov)|(-iso(b?)))?-[a-z]+-\\d{1})?:(\\d{12})?:(.*)"
+          "Message": "1 validation error detected: Value 'arn:<partition>:_-/!lambda:<region>:111111111111:function:<function-name:1>' at 'destinationConfig.onFailure.destination' failed to satisfy constraint: Member must satisfy regular expression pattern: $|kafka://([^.]([a-zA-Z0-9\\-_.]{0,248}))|arn:(aws[a-zA-Z0-9-]*):([a-zA-Z0-9\\-])+:((eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1})?:(\\d{12})?:(.*)"
         },
         "ResponseMetadata": {
           "HTTPHeaders": {},
@@ -4867,7 +4868,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaReservedConcurrency::test_function_concurrency_exceptions": {
-    "recorded-date": "10-04-2024, 09:13:44",
+    "recorded-date": "25-11-2025, 02:40:18",
     "recorded-content": {
       "put_function_concurrency_with_function_name_doesnotexist": {
         "Error": {
@@ -4908,7 +4909,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaReservedConcurrency::test_function_concurrency": {
-    "recorded-date": "10-04-2024, 09:13:51",
+    "recorded-date": "25-11-2025, 02:40:29",
     "recorded-content": {
       "put_function_concurrency_with_reserved_0": {
         "ReservedConcurrentExecutions": 0,
@@ -4946,7 +4947,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaPermissions::test_add_lambda_permission_aws": {
-    "recorded-date": "10-04-2024, 09:16:23",
+    "recorded-date": "25-11-2025, 02:42:56",
     "recorded-content": {
       "create_lambda": {
         "CreateEventSourceMappingResponse": null,
@@ -5047,7 +5048,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaPermissions::test_remove_multi_permissions": {
-    "recorded-date": "10-04-2024, 09:16:38",
+    "recorded-date": "25-11-2025, 02:43:09",
     "recorded-content": {
       "add_permission_1": {
         "Statement": {
@@ -5191,7 +5192,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaPermissions::test_create_multiple_lambda_permissions": {
-    "recorded-date": "10-04-2024, 09:16:41",
+    "recorded-date": "25-11-2025, 02:43:12",
     "recorded-content": {
       "add_permission_response_1": {
         "Statement": {
@@ -5257,7 +5258,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaUrl::test_url_config_lifecycle": {
-    "recorded-date": "21-11-2024, 13:44:13",
+    "recorded-date": "25-11-2025, 02:43:27",
     "recorded-content": {
       "url_creation": {
         "AuthType": "NONE",
@@ -5336,7 +5337,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSizeLimits::test_large_lambda": {
-    "recorded-date": "10-04-2024, 09:18:29",
+    "recorded-date": "25-11-2025, 02:46:01",
     "recorded-content": {
       "create_function_large_zip": {
         "Architectures": [
@@ -5384,7 +5385,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSizeLimits::test_large_environment_variables_fails": {
-    "recorded-date": "10-04-2024, 09:18:46",
+    "recorded-date": "25-11-2025, 02:46:19",
     "recorded-content": {
       "failed_create_fn_result": {
         "Error": {
@@ -5401,7 +5402,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSizeLimits::test_large_environment_fails_multiple_keys": {
-    "recorded-date": "10-04-2024, 09:19:04",
+    "recorded-date": "25-11-2025, 02:46:36",
     "recorded-content": {
       "failured_create_fn_result_multi_key": {
         "Error": {
@@ -5418,7 +5419,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSizeLimits::test_lambda_envvars_near_limit_succeeds": {
-    "recorded-date": "10-04-2024, 09:19:07",
+    "recorded-date": "25-11-2025, 02:46:39",
     "recorded-content": {
       "successful_create_fn_result": {
         "CreateEventSourceMappingResponse": null,
@@ -5474,7 +5475,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestCodeSigningConfig::test_function_code_signing_config": {
-    "recorded-date": "10-04-2024, 09:19:11",
+    "recorded-date": "25-11-2025, 02:46:42",
     "recorded-content": {
       "create_code_signing_config": {
         "CodeSigningConfig": {
@@ -5590,7 +5591,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestCodeSigningConfig::test_code_signing_not_found_excs": {
-    "recorded-date": "10-04-2024, 09:19:16",
+    "recorded-date": "25-11-2025, 02:46:47",
     "recorded-content": {
       "create_code_signing_config": {
         "CodeSigningConfig": {
@@ -5769,7 +5770,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaAccountSettings::test_account_settings": {
-    "recorded-date": "10-04-2024, 09:19:17",
+    "recorded-date": "25-11-2025, 02:46:47",
     "recorded-content": {
       "acc_settings_modded": {
         "AccountLimit": [
@@ -5791,7 +5792,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaEventSourceMappings::test_event_source_mapping_exceptions": {
-    "recorded-date": "05-12-2024, 10:52:30",
+    "recorded-date": "27-11-2025, 01:04:32",
     "recorded-content": {
       "get_unknown_uuid": {
         "Error": {
@@ -5868,7 +5869,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaEventSourceMappings::test_event_source_mapping_lifecycle": {
-    "recorded-date": "13-10-2025, 19:06:25",
+    "recorded-date": "25-11-2025, 02:47:33",
     "recorded-content": {
       "update_table_response": {
         "TableDescription": {
@@ -6005,12 +6006,12 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaTags::test_tag_exceptions": {
-    "recorded-date": "24-10-2024, 15:22:29",
+    "recorded-date": "25-11-2025, 02:48:27",
     "recorded-content": {
       "tag_lambda_invalidarn": {
         "Error": {
           "Code": "ValidationException",
-          "Message": "1 validation error detected: Value 'arn:<partition>:something' at 'resource' failed to satisfy constraint: Member must satisfy regular expression pattern: arn:(aws[a-zA-Z-]*):lambda:[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:\\d{12}:(function:[a-zA-Z0-9-_]+(:(\\$LATEST|[a-zA-Z0-9-_]+))?|layer:([a-zA-Z0-9-_]+)|code-signing-config:csc-[a-z0-9]{17}|event-source-mapping:[0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{12})"
+          "Message": "1 validation error detected: Value 'arn:<partition>:something' at 'resource' failed to satisfy constraint: Member must satisfy regular expression pattern: arn:(aws[a-zA-Z-]*):lambda:(eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:\\d{12}:(function:[a-zA-Z0-9-_]+(:(\\$LATEST|[a-zA-Z0-9-_]+))?|layer:([a-zA-Z0-9-_]+)|code-signing-config:csc-[a-z0-9]{17}|event-source-mapping:[0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{12}|capacity-provider:[a-zA-Z0-9-_]+)"
         },
         "ResponseMetadata": {
           "HTTPHeaders": {},
@@ -6079,7 +6080,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaTags::test_tag_limits": {
-    "recorded-date": "28-10-2024, 14:16:38",
+    "recorded-date": "25-11-2025, 02:48:31",
     "recorded-content": {
       "tag_lambda_too_many_tags": {
         "Error": {
@@ -6287,7 +6288,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaTags::test_tag_lifecycle": {
-    "recorded-date": "24-10-2024, 15:22:49",
+    "recorded-date": "25-11-2025, 02:48:38",
     "recorded-content": {
       "list_tags_response_postfncreate": {
         "Tags": {
@@ -6646,7 +6647,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaProvisionedConcurrency::test_provisioned_concurrency_exceptions": {
-    "recorded-date": "10-04-2024, 09:13:57",
+    "recorded-date": "25-11-2025, 02:40:34",
     "recorded-content": {
       "publish_version_result": {
         "Architectures": [
@@ -6899,7 +6900,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaProvisionedConcurrency::test_lambda_provisioned_lifecycle": {
-    "recorded-date": "10-04-2024, 09:16:15",
+    "recorded-date": "25-11-2025, 02:42:49",
     "recorded-content": {
       "publish_version_result": {
         "Architectures": [
@@ -7049,7 +7050,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSizeLimits::test_oversized_request_create_lambda": {
-    "recorded-date": "10-04-2024, 09:17:14",
+    "recorded-date": "25-11-2025, 02:44:03",
     "recorded-content": {
       "invalid_param_exc": {
         "Error": {
@@ -7064,7 +7065,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaTags::test_tag_versions": {
-    "recorded-date": "24-10-2024, 15:22:40",
+    "recorded-date": "25-11-2025, 02:48:33",
     "recorded-content": {
       "tag_resource_exception": {
         "Error": {
@@ -7093,7 +7094,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaUrl::test_url_config_list_paging": {
-    "recorded-date": "21-11-2024, 13:44:10",
+    "recorded-date": "25-11-2025, 02:43:23",
     "recorded-content": {
       "fn_version_result": {
         "Architectures": [
@@ -7217,7 +7218,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaUrl::test_url_config_exceptions": {
-    "recorded-date": "21-11-2024, 13:44:05",
+    "recorded-date": "25-11-2025, 02:43:19",
     "recorded-content": {
       "fn_version_result": {
         "Architectures": [
@@ -7655,7 +7656,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaPermissions::test_permission_exceptions": {
-    "recorded-date": "10-04-2024, 09:16:20",
+    "recorded-date": "25-11-2025, 02:42:53",
     "recorded-content": {
       "add_permission_invalid_statement_id": {
         "Error": {
@@ -7706,9 +7707,9 @@
       "get_policy_fn_doesnotexist": {
         "Error": {
           "Code": "ResourceNotFoundException",
-          "Message": "Function not found: arn:<partition>:lambda:<region>:111111111111:function:doesnotexist"
+          "Message": "The resource you requested does not exist."
         },
-        "Message": "Function not found: arn:<partition>:lambda:<region>:111111111111:function:doesnotexist",
+        "Message": "The resource you requested does not exist.",
         "Type": "User",
         "ResponseMetadata": {
           "HTTPHeaders": {},
@@ -7778,7 +7779,7 @@
       "add_permission_fn_qualifier_invalid": {
         "Error": {
           "Code": "ValidationException",
-          "Message": "1 validation error detected: Value 'invalid-qualifier-with-?-char' at 'qualifier' failed to satisfy constraint: Member must satisfy regular expression pattern: (|[a-zA-Z0-9$_-]+)"
+          "Message": "1 validation error detected: Value 'invalid-qualifier-with-?-char' at 'qualifier' failed to satisfy constraint: Member must satisfy regular expression pattern: \\$(LATEST(\\.PUBLISHED)?)|[a-zA-Z0-9-_$]+"
         },
         "ResponseMetadata": {
           "HTTPHeaders": {},
@@ -7836,7 +7837,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSizeLimits::test_oversized_unzipped_lambda": {
-    "recorded-date": "10-04-2024, 09:17:47",
+    "recorded-date": "25-11-2025, 02:45:12",
     "recorded-content": {
       "invalid_param_exc": {
         "Error": {
@@ -7853,7 +7854,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_create_lambda_exceptions": {
-    "recorded-date": "24-11-2025, 19:30:42",
+    "recorded-date": "25-11-2025, 02:28:01",
     "recorded-content": {
       "invalid_role_arn_exc": {
         "Error": {
@@ -7925,7 +7926,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_update_lambda_exceptions": {
-    "recorded-date": "24-11-2025, 19:30:45",
+    "recorded-date": "25-11-2025, 02:28:03",
     "recorded-content": {
       "invalid_role_arn_exc": {
         "Error": {
@@ -7964,7 +7965,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_list_functions": {
-    "recorded-date": "12-09-2024, 11:30:20",
+    "recorded-date": "25-11-2025, 02:28:15",
     "recorded-content": {
       "create_response_1": {
         "CreateEventSourceMappingResponse": null,
@@ -8265,7 +8266,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaLayer::test_layer_exceptions": {
-    "recorded-date": "24-11-2025, 19:31:09",
+    "recorded-date": "25-11-2025, 02:48:59",
     "recorded-content": {
       "publish_result": {
         "CompatibleArchitectures": [
@@ -8463,7 +8464,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaLayer::test_layer_lifecycle": {
-    "recorded-date": "10-04-2024, 09:24:17",
+    "recorded-date": "25-11-2025, 02:50:43",
     "recorded-content": {
       "get_fn_result": {
         "Code": {
@@ -8887,7 +8888,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaLayer::test_layer_policy_exceptions": {
-    "recorded-date": "10-04-2024, 09:24:29",
+    "recorded-date": "25-11-2025, 02:50:51",
     "recorded-content": {
       "publish_result": {
         "CompatibleArchitectures": [
@@ -9070,7 +9071,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaLayer::test_layer_policy_lifecycle": {
-    "recorded-date": "10-04-2024, 09:24:35",
+    "recorded-date": "25-11-2025, 02:50:55",
     "recorded-content": {
       "publish_result": {
         "CompatibleArchitectures": [
@@ -9198,7 +9199,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaLayer::test_layer_s3_content": {
-    "recorded-date": "10-04-2024, 09:24:23",
+    "recorded-date": "25-11-2025, 02:50:45",
     "recorded-content": {
       "publish_layer_result": {
         "Content": {
@@ -9219,7 +9220,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaLayer::test_layer_function_exceptions": {
-    "recorded-date": "10-04-2024, 09:23:19",
+    "recorded-date": "25-11-2025, 21:58:40",
     "recorded-content": {
       "publish_result": {
         "CompatibleArchitectures": [
@@ -9395,7 +9396,7 @@
       "add_layer_arn_without_version_exc": {
         "Error": {
           "Code": "ValidationException",
-          "Message": "1 validation error detected: Value '[arn:<partition>:lambda:<region>:111111111111:layer:<resource:1>]' at 'layers' failed to satisfy constraint: Member must satisfy constraint: [Member must have length less than or equal to 140, Member must have length greater than or equal to 1, Member must satisfy regular expression pattern: (arn:[a-zA-Z0-9-]+:lambda:[a-z]{2}((-gov)|(-iso(b?)))?-[a-z]+-\\d{1}:\\d{12}:layer:[a-zA-Z0-9-_]+:[0-9]+)|(arn:[a-zA-Z0-9-]+:lambda:::awslayer:[a-zA-Z0-9-_]+), Member must not be null]"
+          "Message": "1 validation error detected: Value '[arn:<partition>:lambda:<region>:111111111111:layer:<resource:1>]' at 'layers' failed to satisfy constraint: Member must satisfy constraint: [Member must have length less than or equal to 2048, Member must have length greater than or equal to 1, Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:(eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:\\d{12}:layer:[a-zA-Z0-9-_]+:[0-9]+)|(arn:[a-zA-Z0-9-]+:lambda:::awslayer:[a-zA-Z0-9-_]+), Member must not be null]"
         },
         "ResponseMetadata": {
           "HTTPHeaders": {},
@@ -9417,7 +9418,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaImages::test_lambda_image_crud": {
-    "recorded-date": "10-04-2024, 09:10:21",
+    "recorded-date": "25-11-2025, 02:37:05",
     "recorded-content": {
       "create-image-response": {
         "Architectures": [
@@ -9703,7 +9704,7 @@
     }
   },
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-    "recorded-date": "10-04-2024, 09:11:14",
+    "recorded-date": "25-11-2025, 02:37:44",
     "recorded-content": {
       "create-image-with-config-response": {
         "Architectures": [
@@ -10175,7 +10176,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaImages::test_lambda_zip_file_to_image": {
-    "recorded-date": "10-04-2024, 09:10:38",
+    "recorded-date": "25-11-2025, 02:37:15",
     "recorded-content": {
       "create-image-response": {
         "Architectures": [
@@ -10415,7 +10416,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaAccountSettings::test_account_settings_total_code_size": {
-    "recorded-date": "10-04-2024, 09:19:29",
+    "recorded-date": "25-11-2025, 02:46:59",
     "recorded-content": {
       "total_code_size_diff_create_function": 276,
       "total_code_size_diff_update_function": 276,
@@ -10424,7 +10425,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaAccountSettings::test_account_settings_total_code_size_config_update": {
-    "recorded-date": "10-04-2024, 09:19:35",
+    "recorded-date": "25-11-2025, 02:47:04",
     "recorded-content": {
       "is_total_code_size_diff_create_function_more_than_200": true,
       "total_code_size_diff_update_function_configuration": 0,
@@ -10432,7 +10433,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaEventInvokeConfig::test_lambda_eventinvokeconfig_lifecycle": {
-    "recorded-date": "10-04-2024, 09:13:21",
+    "recorded-date": "25-11-2025, 02:40:00",
     "recorded-content": {
       "put_invokeconfig_retries_0": {
         "DestinationConfig": {
@@ -10799,7 +10800,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaPermissions::test_add_lambda_permission_fields": {
-    "recorded-date": "10-04-2024, 09:16:33",
+    "recorded-date": "25-11-2025, 02:43:05",
     "recorded-content": {
       "add_permission_principal_wildcard": {
         "Statement": {
@@ -10918,7 +10919,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaPermissions::test_lambda_permission_fn_versioning": {
-    "recorded-date": "10-04-2024, 09:16:29",
+    "recorded-date": "25-11-2025, 21:46:15",
     "recorded-content": {
       "add_permission": {
         "Statement": {
@@ -11084,7 +11085,7 @@
             }
           ]
         },
-        "RevisionId": "<uuid:3>",
+        "RevisionId": "<uuid:1>",
         "ResponseMetadata": {
           "HTTPHeaders": {},
           "HTTPStatusCode": 200
@@ -11154,10 +11155,10 @@
       "add_permission_alias_revision_exception": {
         "Error": {
           "Code": "PreconditionFailedException",
-          "Message": "The Revision Id provided does not match the latest Revision Id. Call the GetFunction/GetAlias API to retrieve the latest Revision Id"
+          "Message": "The Revision Id provided does not match the latest Revision Id. Call the GetPolicy API to retrieve the latest Revision Id"
         },
         "Type": "User",
-        "message": "The Revision Id provided does not match the latest Revision Id. Call the GetFunction/GetAlias API to retrieve the latest Revision Id",
+        "message": "The Revision Id provided does not match the latest Revision Id. Call the GetPolicy API to retrieve the latest Revision Id",
         "ResponseMetadata": {
           "HTTPHeaders": {},
           "HTTPStatusCode": 412
@@ -11211,7 +11212,7 @@
             }
           ]
         },
-        "RevisionId": "<uuid:3>",
+        "RevisionId": "<uuid:1>",
         "ResponseMetadata": {
           "HTTPHeaders": {},
           "HTTPStatusCode": 200
@@ -11559,7 +11560,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaRevisions::test_function_revisions_basic": {
-    "recorded-date": "10-04-2024, 09:12:53",
+    "recorded-date": "25-11-2025, 02:39:11",
     "recorded-content": {
       "create_function_response_rev1": {
         "CreateEventSourceMappingResponse": null,
@@ -11884,7 +11885,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaRevisions::test_function_revisions_version_and_alias": {
-    "recorded-date": "10-04-2024, 09:12:58",
+    "recorded-date": "25-11-2025, 02:39:15",
     "recorded-content": {
       "create_function_response_rev1": {
         "CreateEventSourceMappingResponse": null,
@@ -12284,79 +12285,33 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaRevisions::test_function_revisions_permissions": {
-    "recorded-date": "10-04-2024, 09:13:02",
+    "recorded-date": "25-11-2025, 03:29:57",
     "recorded-content": {
       "add_permission_revision_exception": {
         "Error": {
           "Code": "PreconditionFailedException",
-          "Message": "The Revision Id provided does not match the latest Revision Id. Call the GetFunction/GetAlias API to retrieve the latest Revision Id"
+          "Message": "The Revision Id provided does not match the latest Revision Id. Call the GetPolicy API to retrieve the latest Revision Id"
         },
         "Type": "User",
-        "message": "The Revision Id provided does not match the latest Revision Id. Call the GetFunction/GetAlias API to retrieve the latest Revision Id",
+        "message": "The Revision Id provided does not match the latest Revision Id. Call the GetPolicy API to retrieve the latest Revision Id",
         "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 412
-        }
-      },
-      "add_permission_response": {
-        "Statement": {
-          "Sid": "s3",
-          "Effect": "Allow",
-          "Principal": {
-            "Service": "s3.amazonaws.com"
+          "HTTPHeaders": {
+            "connection": "keep-alive",
+            "content-length": "149",
+            "content-type": "application/json",
+            "date": "Tue, 25 Nov 2025 03:22:17 GMT",
+            "x-amzn-errortype": "PreconditionFailedException",
+            "x-amzn-requestid": "9f89d509-063e-4b8c-a3ae-1848cc7c0701"
           },
-          "Action": "lambda:InvokeFunction",
-          "Resource": "arn:<partition>:lambda:<region>:111111111111:function:<resource:1>"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 201
-        }
-      },
-      "get_policy_response_rev3": {
-        "Policy": {
-          "Version": "2012-10-17",
-          "Id": "default",
-          "Statement": [
-            {
-              "Sid": "s3",
-              "Effect": "Allow",
-              "Principal": {
-                "Service": "s3.amazonaws.com"
-              },
-              "Action": "lambda:InvokeFunction",
-              "Resource": "arn:<partition>:lambda:<region>:111111111111:function:<resource:1>"
-            }
-          ]
-        },
-        "RevisionId": "<uuid:1>",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "remove_permission_revision_exception": {
-        "Error": {
-          "Code": "PreconditionFailedException",
-          "Message": "The Revision Id provided does not match the latest Revision Id. Call the GetFunction/GetAlias API to retrieve the latest Revision Id"
-        },
-        "Type": "User",
-        "message": "The Revision Id provided does not match the latest Revision Id. Call the GetFunction/GetAlias API to retrieve the latest Revision Id",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 412
-        }
-      },
-      "remove_permission_response": {
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 204
+          "HTTPStatusCode": 412,
+          "RequestId": "9f89d509-063e-4b8c-a3ae-1848cc7c0701",
+          "RetryAttempts": 0
         }
       }
     }
   },
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-    "recorded-date": "10-04-2024, 09:23:59",
+    "recorded-date": "25-11-2025, 02:50:21",
     "recorded-content": {
       "create_function_with_six_layers": {
         "Error": {
@@ -12373,7 +12328,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaEventSourceMappings::test_create_event_source_validation": {
-    "recorded-date": "03-03-2025, 17:07:45",
+    "recorded-date": "25-11-2025, 02:48:02",
     "recorded-content": {
       "no_starting_position": {
         "Error": {
@@ -12412,7 +12367,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_exceptions": {
-    "recorded-date": "31-03-2025, 16:15:53",
+    "recorded-date": "25-11-2025, 02:51:34",
     "recorded-content": {
       "create_function_invalid_snapstart_apply": {
         "Error": {
@@ -12427,7 +12382,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaImages::test_lambda_image_versions": {
-    "recorded-date": "10-04-2024, 09:11:51",
+    "recorded-date": "25-11-2025, 02:38:13",
     "recorded-content": {
       "create_image_response": {
         "Architectures": [
@@ -12886,7 +12841,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_lifecycle[java11]": {
-    "recorded-date": "24-11-2025, 19:31:41",
+    "recorded-date": "25-11-2025, 02:50:58",
     "recorded-content": {
       "create_function_response": {
         "Architectures": [
@@ -13030,7 +12985,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_lifecycle[java17]": {
-    "recorded-date": "24-11-2025, 19:31:44",
+    "recorded-date": "25-11-2025, 02:51:01",
     "recorded-content": {
       "create_function_response": {
         "Architectures": [
@@ -13174,7 +13129,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_vpc_config": {
-    "recorded-date": "12-09-2024, 11:34:43",
+    "recorded-date": "25-11-2025, 02:35:52",
     "recorded-content": {
       "create_response": {
         "CreateEventSourceMappingResponse": null,
@@ -13527,7 +13482,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaLayer::test_layer_compatibilities[runtimes0]": {
-    "recorded-date": "24-11-2025, 19:30:50",
+    "recorded-date": "25-11-2025, 02:48:43",
     "recorded-content": {
       "publish_result": {
         "CompatibleArchitectures": [
@@ -13569,7 +13524,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaLayer::test_layer_compatibilities[runtimes1]": {
-    "recorded-date": "24-11-2025, 19:30:55",
+    "recorded-date": "25-11-2025, 02:48:48",
     "recorded-content": {
       "publish_result": {
         "CompatibleArchitectures": [
@@ -13611,7 +13566,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaProvisionedConcurrency::test_provisioned_concurrency_limits": {
-    "recorded-date": "10-04-2024, 09:14:00",
+    "recorded-date": "25-11-2025, 02:40:37",
     "recorded-content": {
       "put_provisioned_concurrency_account_limit_exceeded": {
         "Error": {
@@ -13638,7 +13593,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaReservedConcurrency::test_function_concurrency_limits": {
-    "recorded-date": "10-04-2024, 09:13:47",
+    "recorded-date": "25-11-2025, 02:40:20",
     "recorded-content": {
       "put_function_concurrency_account_limit_exceeded": {
         "Error": {
@@ -13665,7 +13620,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_lifecycle[java21]": {
-    "recorded-date": "24-11-2025, 19:31:48",
+    "recorded-date": "25-11-2025, 02:51:04",
     "recorded-content": {
       "create_function_response": {
         "Architectures": [
@@ -13809,7 +13764,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSizeLimits::test_oversized_zipped_create_lambda": {
-    "recorded-date": "10-04-2024, 09:17:26",
+    "recorded-date": "25-11-2025, 02:44:37",
     "recorded-content": {
       "invalid_param_exc": {
         "Error": {
@@ -13824,7 +13779,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_arns": {
-    "recorded-date": "12-09-2024, 11:30:01",
+    "recorded-date": "25-11-2025, 02:27:51",
     "recorded-content": {
       "create-function-arn-response": {
         "CreateEventSourceMappingResponse": null,
@@ -13927,7 +13882,7 @@
       "invalid_function_name_exc": {
         "Error": {
           "Code": "ValidationException",
-          "Message": "1 validation error detected: Value 'invalid:function:name' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?([a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
+          "Message": "1 validation error detected: Value 'invalid:function:name' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?((eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
         },
         "ResponseMetadata": {
           "HTTPHeaders": {},
@@ -13981,7 +13936,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaEventSourceMappings::test_function_name_variations": {
-    "recorded-date": "14-10-2024, 12:46:37",
+    "recorded-date": "25-11-2025, 03:20:35",
     "recorded-content": {
       "name_only_create_esm": {
         "BatchSize": 10,
@@ -14098,7 +14053,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaAlias::test_alias_naming": {
-    "recorded-date": "21-11-2024, 13:45:11",
+    "recorded-date": "25-11-2025, 02:39:05",
     "recorded-content": {
       "create_response": {
         "Architectures": [
@@ -14230,12 +14185,12 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_invalid_invoke": {
-    "recorded-date": "12-09-2024, 11:34:43",
+    "recorded-date": "25-11-2025, 02:35:53",
     "recorded-content": {
       "invoke_function_name_pattern_exc": {
         "Error": {
           "Code": "ValidationException",
-          "Message": "1 validation error detected: Value 'arn:<partition>:lambda:<region>:123400000000@function:myfn' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?([a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_\\.]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
+          "Message": "1 validation error detected: Value 'arn:<partition>:lambda:<region>:123400000000@function:myfn' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?((eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_\\.]+)(:(\\$LATEST(\\.PUBLISHED)?|[a-zA-Z0-9-_]+))?"
         },
         "ResponseMetadata": {
           "HTTPHeaders": {},
@@ -14245,7 +14200,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_lambda_concurrent_code_updates": {
-    "recorded-date": "12-09-2024, 11:34:47",
+    "recorded-date": "25-11-2025, 02:35:57",
     "recorded-content": {
       "create-function-response": {
         "Architectures": [
@@ -14305,7 +14260,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_lambda_concurrent_config_updates": {
-    "recorded-date": "12-09-2024, 11:34:50",
+    "recorded-date": "25-11-2025, 02:36:01",
     "recorded-content": {
       "create-function-response": {
         "CreateEventSourceMappingResponse": null,
@@ -14371,7 +14326,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLoggingConfig::test_function_advanced_logging_configuration": {
-    "recorded-date": "19-04-2024, 08:20:18",
+    "recorded-date": "25-11-2025, 02:26:24",
     "recorded-content": {
       "create_response": {
         "CreateEventSourceMappingResponse": null,
@@ -14623,7 +14578,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLoggingConfig::test_advanced_logging_configuration_format_switch": {
-    "recorded-date": "17-04-2024, 14:16:55",
+    "recorded-date": "25-11-2025, 02:26:30",
     "recorded-content": {
       "create_response": {
         "CreateEventSourceMappingResponse": null,
@@ -14961,7 +14916,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLoggingConfig::test_function_partial_advanced_logging_configuration_update[partial_config0]": {
-    "recorded-date": "17-04-2024, 14:17:01",
+    "recorded-date": "25-11-2025, 02:26:35",
     "recorded-content": {
       "create_response": {
         "CreateEventSourceMappingResponse": null,
@@ -15207,7 +15162,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLoggingConfig::test_function_partial_advanced_logging_configuration_update[partial_config1]": {
-    "recorded-date": "17-04-2024, 14:17:06",
+    "recorded-date": "25-11-2025, 02:26:39",
     "recorded-content": {
       "create_response": {
         "CreateEventSourceMappingResponse": null,
@@ -15453,7 +15408,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLoggingConfig::test_function_partial_advanced_logging_configuration_update[partial_config2]": {
-    "recorded-date": "17-04-2024, 14:17:11",
+    "recorded-date": "25-11-2025, 02:26:44",
     "recorded-content": {
       "create_response": {
         "CreateEventSourceMappingResponse": null,
@@ -15699,7 +15654,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLoggingConfig::test_function_partial_advanced_logging_configuration_update[partial_config3]": {
-    "recorded-date": "17-04-2024, 14:17:17",
+    "recorded-date": "25-11-2025, 02:26:48",
     "recorded-content": {
       "create_response": {
         "CreateEventSourceMappingResponse": null,
@@ -15941,11 +15896,11 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestPartialARNMatching::test_update_function_configuration_full_arn": {
-    "recorded-date": "05-06-2024, 11:49:05",
+    "recorded-date": "25-11-2025, 02:26:17",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestRuntimeValidation::test_create_deprecated_function_runtime_with_validation_enabled[java8]": {
-    "recorded-date": "24-11-2025, 19:30:40",
+    "recorded-date": "25-11-2025, 02:26:08",
     "recorded-content": {
       "deprecation_error": {
         "Error": {
@@ -15962,7 +15917,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestRuntimeValidation::test_create_deprecated_function_runtime_with_validation_enabled[go1.x]": {
-    "recorded-date": "24-11-2025, 19:30:40",
+    "recorded-date": "25-11-2025, 02:26:08",
     "recorded-content": {
       "deprecation_error": {
         "Error": {
@@ -15979,7 +15934,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestRuntimeValidation::test_create_deprecated_function_runtime_with_validation_enabled[provided]": {
-    "recorded-date": "24-11-2025, 19:30:40",
+    "recorded-date": "25-11-2025, 02:26:08",
     "recorded-content": {
       "deprecation_error": {
         "Error": {
@@ -15996,7 +15951,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestRuntimeValidation::test_create_deprecated_function_runtime_with_validation_enabled[ruby2.7]": {
-    "recorded-date": "24-11-2025, 19:30:41",
+    "recorded-date": "25-11-2025, 02:26:08",
     "recorded-content": {
       "deprecation_error": {
         "Error": {
@@ -16013,7 +15968,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestRuntimeValidation::test_create_deprecated_function_runtime_with_validation_enabled[nodejs14.x]": {
-    "recorded-date": "24-11-2025, 19:30:41",
+    "recorded-date": "25-11-2025, 02:26:08",
     "recorded-content": {
       "deprecation_error": {
         "Error": {
@@ -16030,7 +15985,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestRuntimeValidation::test_create_deprecated_function_runtime_with_validation_enabled[python3.7]": {
-    "recorded-date": "24-11-2025, 19:30:41",
+    "recorded-date": "25-11-2025, 02:26:09",
     "recorded-content": {
       "deprecation_error": {
         "Error": {
@@ -16047,7 +16002,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestRuntimeValidation::test_create_deprecated_function_runtime_with_validation_enabled[dotnetcore3.1]": {
-    "recorded-date": "24-11-2025, 19:30:41",
+    "recorded-date": "25-11-2025, 02:26:09",
     "recorded-content": {
       "deprecation_error": {
         "Error": {
@@ -16064,7 +16019,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestRuntimeValidation::test_create_deprecated_function_runtime_with_validation_enabled[nodejs12.x]": {
-    "recorded-date": "24-11-2025, 19:30:41",
+    "recorded-date": "25-11-2025, 02:26:09",
     "recorded-content": {
       "deprecation_error": {
         "Error": {
@@ -16081,149 +16036,149 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestPartialARNMatching::test_cross_region_arn_function_access": {
-    "recorded-date": "11-06-2024, 13:06:45",
+    "recorded-date": "25-11-2025, 02:26:19",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[function_name_is_single_invalid-get_function]": {
-    "recorded-date": "12-09-2024, 11:30:01",
+    "recorded-date": "25-11-2025, 02:27:51",
     "recorded-content": {
       "get_function_exception": {
         "Code": "ValidationException",
         "Count": 1,
         "Errors": [
-          "Value '*' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?([a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_\\.]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
+          "Value '*' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?((eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_\\.]+)(:(\\$LATEST(\\.PUBLISHED)?|[a-zA-Z0-9-_]+))?"
         ]
       }
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[function_name_is_single_invalid-delete_function]": {
-    "recorded-date": "12-09-2024, 11:30:02",
+    "recorded-date": "25-11-2025, 02:27:51",
     "recorded-content": {
       "delete_function_exception": {
         "Code": "ValidationException",
         "Count": 1,
         "Errors": [
-          "Value '*' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?([a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
+          "Value '*' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?((eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_\\.]+)(:(\\$LATEST(\\.PUBLISHED)?|[a-zA-Z0-9-_]+))?"
         ]
       }
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[function_name_is_single_invalid-invoke]": {
-    "recorded-date": "12-09-2024, 11:30:02",
+    "recorded-date": "25-11-2025, 02:27:51",
     "recorded-content": {
       "invoke_exception": {
         "Code": "ValidationException",
         "Count": 1,
         "Errors": [
-          "Value '*' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?([a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_\\.]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
+          "Value '*' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?((eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_\\.]+)(:(\\$LATEST(\\.PUBLISHED)?|[a-zA-Z0-9-_]+))?"
         ]
       }
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[function_name_is_single_invalid-create_function]": {
-    "recorded-date": "12-09-2024, 11:30:02",
+    "recorded-date": "25-11-2025, 02:27:52",
     "recorded-content": {
       "create_function_exception": {
         "Code": "ValidationException",
         "Count": 1,
         "Errors": [
-          "Value '*' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?([a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
+          "Value '*' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?((eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
         ]
       }
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[invalid_characters_in_function_name-get_function]": {
-    "recorded-date": "12-09-2024, 11:30:01",
+    "recorded-date": "25-11-2025, 02:27:51",
     "recorded-content": {
       "get_function_exception": {
         "Code": "ValidationException",
         "Count": 1,
         "Errors": [
-          "Value 'my-function!' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?([a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_\\.]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
+          "Value 'my-function!' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?((eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_\\.]+)(:(\\$LATEST(\\.PUBLISHED)?|[a-zA-Z0-9-_]+))?"
         ]
       }
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[invalid_characters_in_function_name-delete_function]": {
-    "recorded-date": "12-09-2024, 11:30:01",
+    "recorded-date": "25-11-2025, 02:27:51",
     "recorded-content": {
       "delete_function_exception": {
         "Code": "ValidationException",
         "Count": 1,
         "Errors": [
-          "Value 'my-function!' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?([a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
+          "Value 'my-function!' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?((eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_\\.]+)(:(\\$LATEST(\\.PUBLISHED)?|[a-zA-Z0-9-_]+))?"
         ]
       }
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[invalid_characters_in_function_name-invoke]": {
-    "recorded-date": "12-09-2024, 11:30:01",
+    "recorded-date": "25-11-2025, 02:27:51",
     "recorded-content": {
       "invoke_exception": {
         "Code": "ValidationException",
         "Count": 1,
         "Errors": [
-          "Value 'my-function!' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?([a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_\\.]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
+          "Value 'my-function!' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?((eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_\\.]+)(:(\\$LATEST(\\.PUBLISHED)?|[a-zA-Z0-9-_]+))?"
         ]
       }
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[invalid_characters_in_function_name-create_function]": {
-    "recorded-date": "12-09-2024, 11:30:01",
+    "recorded-date": "25-11-2025, 02:27:51",
     "recorded-content": {
       "create_function_exception": {
         "Code": "ValidationException",
         "Count": 1,
         "Errors": [
-          "Value 'my-function!' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?([a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
+          "Value 'my-function!' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?((eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
         ]
       }
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[invalid_characters_in_qualifier-get_function]": {
-    "recorded-date": "12-09-2024, 11:30:02",
+    "recorded-date": "25-11-2025, 02:27:52",
     "recorded-content": {
       "get_function_exception": {
         "Code": "ValidationException",
         "Count": 1,
         "Errors": [
-          "Value 'invalid!' at 'qualifier' failed to satisfy constraint: Member must satisfy regular expression pattern: (|[a-zA-Z0-9$_-]+)"
+          "Value 'invalid!' at 'qualifier' failed to satisfy constraint: Member must satisfy regular expression pattern: \\$(LATEST(\\.PUBLISHED)?)|[a-zA-Z0-9-_$]+"
         ]
       }
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[invalid_characters_in_qualifier-delete_function]": {
-    "recorded-date": "12-09-2024, 11:30:02",
+    "recorded-date": "25-11-2025, 02:27:52",
     "recorded-content": {
       "delete_function_exception": {
         "Code": "ValidationException",
         "Count": 1,
         "Errors": [
-          "Value 'invalid!' at 'qualifier' failed to satisfy constraint: Member must satisfy regular expression pattern: (|[a-zA-Z0-9$_-]+)"
+          "Value 'invalid!' at 'qualifier' failed to satisfy constraint: Member must satisfy regular expression pattern: \\$(LATEST(\\.PUBLISHED)?)|[a-zA-Z0-9-_$]+"
         ]
       }
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[invalid_characters_in_qualifier-invoke]": {
-    "recorded-date": "12-09-2024, 11:30:02",
+    "recorded-date": "25-11-2025, 02:27:52",
     "recorded-content": {
       "invoke_exception": {
         "Code": "ValidationException",
         "Count": 1,
         "Errors": [
-          "Value 'invalid!' at 'qualifier' failed to satisfy constraint: Member must satisfy regular expression pattern: (|[a-zA-Z0-9$_-]+)"
+          "Value 'invalid!' at 'qualifier' failed to satisfy constraint: Member must satisfy regular expression pattern: \\$(LATEST(\\.PUBLISHED)?)|[a-zA-Z0-9-_$]+"
         ]
       }
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[invalid_characters_in_qualifier-create_function]": {
-    "recorded-date": "12-09-2024, 11:30:02",
+    "recorded-date": "25-11-2025, 02:27:52",
     "recorded-content": {
       "create_function_exception": {
         "Code": "ValidationException",
         "Count": 1,
         "Errors": [
-          "Value 'my-function:invalid!' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?([a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
+          "Value 'my-function:invalid!' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?((eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
         ]
       }
     }
@@ -16277,151 +16232,151 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[invalid_account_id_in_partial_arn-get_function]": {
-    "recorded-date": "12-09-2024, 11:30:02",
+    "recorded-date": "25-11-2025, 02:27:53",
     "recorded-content": {
       "get_function_exception": {
         "Code": "ValidationException",
         "Count": 1,
         "Errors": [
-          "Value 'invalid-account:function:my-function' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?([a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_\\.]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
+          "Value 'invalid-account:function:my-function' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?((eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_\\.]+)(:(\\$LATEST(\\.PUBLISHED)?|[a-zA-Z0-9-_]+))?"
         ]
       }
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[invalid_account_id_in_partial_arn-delete_function]": {
-    "recorded-date": "12-09-2024, 11:30:02",
+    "recorded-date": "25-11-2025, 02:27:53",
     "recorded-content": {
       "delete_function_exception": {
         "Code": "ValidationException",
         "Count": 1,
         "Errors": [
-          "Value 'invalid-account:function:my-function' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?([a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
+          "Value 'invalid-account:function:my-function' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?((eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_\\.]+)(:(\\$LATEST(\\.PUBLISHED)?|[a-zA-Z0-9-_]+))?"
         ]
       }
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[invalid_account_id_in_partial_arn-invoke]": {
-    "recorded-date": "12-09-2024, 11:30:02",
+    "recorded-date": "25-11-2025, 02:27:53",
     "recorded-content": {
       "invoke_exception": {
         "Code": "ValidationException",
         "Count": 1,
         "Errors": [
-          "Value 'invalid-account:function:my-function' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?([a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_\\.]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
+          "Value 'invalid-account:function:my-function' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?((eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_\\.]+)(:(\\$LATEST(\\.PUBLISHED)?|[a-zA-Z0-9-_]+))?"
         ]
       }
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[invalid_account_id_in_partial_arn-create_function]": {
-    "recorded-date": "12-09-2024, 11:30:03",
+    "recorded-date": "25-11-2025, 02:27:53",
     "recorded-content": {
       "create_function_exception": {
         "Code": "ValidationException",
         "Count": 1,
         "Errors": [
-          "Value 'invalid-account:function:my-function' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?([a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
+          "Value 'invalid-account:function:my-function' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?((eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
         ]
       }
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[invalid_region_in_arn-get_function]": {
-    "recorded-date": "12-09-2024, 11:30:03",
+    "recorded-date": "25-11-2025, 02:27:53",
     "recorded-content": {
       "get_function_exception": {
         "Code": "ValidationException",
         "Count": 1,
         "Errors": [
-          "Value 'arn:<partition>:lambda:invalid-region:111111111111:function:my-function' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?([a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_\\.]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
+          "Value 'arn:<partition>:lambda:invalid-region:111111111111:function:my-function' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?((eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_\\.]+)(:(\\$LATEST(\\.PUBLISHED)?|[a-zA-Z0-9-_]+))?"
         ]
       }
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[invalid_region_in_arn-delete_function]": {
-    "recorded-date": "12-09-2024, 11:30:03",
+    "recorded-date": "25-11-2025, 02:27:53",
     "recorded-content": {
       "delete_function_exception": {
         "Code": "ValidationException",
         "Count": 1,
         "Errors": [
-          "Value 'arn:<partition>:lambda:invalid-region:111111111111:function:my-function' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?([a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
+          "Value 'arn:<partition>:lambda:invalid-region:111111111111:function:my-function' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?((eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_\\.]+)(:(\\$LATEST(\\.PUBLISHED)?|[a-zA-Z0-9-_]+))?"
         ]
       }
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[invalid_region_in_arn-invoke]": {
-    "recorded-date": "12-09-2024, 11:30:03",
+    "recorded-date": "25-11-2025, 02:27:54",
     "recorded-content": {
       "invoke_exception": {
         "Code": "ValidationException",
         "Count": 1,
         "Errors": [
-          "Value 'arn:<partition>:lambda:invalid-region:111111111111:function:my-function' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?([a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_\\.]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
+          "Value 'arn:<partition>:lambda:invalid-region:111111111111:function:my-function' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?((eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_\\.]+)(:(\\$LATEST(\\.PUBLISHED)?|[a-zA-Z0-9-_]+))?"
         ]
       }
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[invalid_region_in_arn-create_function]": {
-    "recorded-date": "12-09-2024, 11:30:03",
+    "recorded-date": "25-11-2025, 02:27:54",
     "recorded-content": {
       "create_function_exception": {
         "Code": "ValidationException",
         "Count": 1,
         "Errors": [
-          "Value 'arn:<partition>:lambda:invalid-region:111111111111:function:my-function' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?([a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
+          "Value 'arn:<partition>:lambda:invalid-region:111111111111:function:my-function' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?((eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
         ]
       }
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[non_lambda_arn-get_function]": {
-    "recorded-date": "12-09-2024, 11:30:03",
+    "recorded-date": "25-11-2025, 02:27:54",
     "recorded-content": {
       "get_function_exception": {
         "Code": "ValidationException",
         "Count": 1,
         "Errors": [
-          "Value 'arn:<partition>:ec2:<region>:111111111111:instance:i-1234567890abcdef0' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?([a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_\\.]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
+          "Value 'arn:<partition>:ec2:<region>:111111111111:instance:i-1234567890abcdef0' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?((eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_\\.]+)(:(\\$LATEST(\\.PUBLISHED)?|[a-zA-Z0-9-_]+))?"
         ]
       }
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[non_lambda_arn-delete_function]": {
-    "recorded-date": "12-09-2024, 11:30:03",
+    "recorded-date": "25-11-2025, 02:27:54",
     "recorded-content": {
       "delete_function_exception": {
         "Code": "ValidationException",
         "Count": 1,
         "Errors": [
-          "Value 'arn:<partition>:ec2:<region>:111111111111:instance:i-1234567890abcdef0' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?([a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
+          "Value 'arn:<partition>:ec2:<region>:111111111111:instance:i-1234567890abcdef0' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?((eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_\\.]+)(:(\\$LATEST(\\.PUBLISHED)?|[a-zA-Z0-9-_]+))?"
         ]
       }
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[non_lambda_arn-invoke]": {
-    "recorded-date": "12-09-2024, 11:30:03",
+    "recorded-date": "25-11-2025, 02:27:54",
     "recorded-content": {
       "invoke_exception": {
         "Code": "ValidationException",
         "Count": 1,
         "Errors": [
-          "Value 'arn:<partition>:ec2:<region>:111111111111:instance:i-1234567890abcdef0' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?([a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_\\.]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
+          "Value 'arn:<partition>:ec2:<region>:111111111111:instance:i-1234567890abcdef0' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?((eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_\\.]+)(:(\\$LATEST(\\.PUBLISHED)?|[a-zA-Z0-9-_]+))?"
         ]
       }
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[non_lambda_arn-create_function]": {
-    "recorded-date": "12-09-2024, 11:30:03",
+    "recorded-date": "25-11-2025, 02:27:54",
     "recorded-content": {
       "create_function_exception": {
         "Code": "ValidationException",
         "Count": 1,
         "Errors": [
-          "Value 'arn:<partition>:ec2:<region>:111111111111:instance:i-1234567890abcdef0' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?([a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
+          "Value 'arn:<partition>:ec2:<region>:111111111111:instance:i-1234567890abcdef0' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?((eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
         ]
       }
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[function_name_too_long-get_function]": {
-    "recorded-date": "12-09-2024, 11:30:03",
+    "recorded-date": "25-11-2025, 02:27:54",
     "recorded-content": {
       "get_function_exception": {
         "Code": "ResourceNotFoundException",
@@ -16430,7 +16385,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[function_name_too_long-delete_function]": {
-    "recorded-date": "12-09-2024, 11:30:03",
+    "recorded-date": "25-11-2025, 02:27:55",
     "recorded-content": {
       "delete_function_exception": {
         "Code": "ResourceNotFoundException",
@@ -16439,7 +16394,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[function_name_too_long-invoke]": {
-    "recorded-date": "12-09-2024, 11:30:03",
+    "recorded-date": "25-11-2025, 02:27:55",
     "recorded-content": {
       "invoke_exception": {
         "Code": "ResourceNotFoundException",
@@ -16448,7 +16403,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[function_name_too_long-create_function]": {
-    "recorded-date": "12-09-2024, 11:30:03",
+    "recorded-date": "25-11-2025, 02:27:55",
     "recorded-content": {
       "create_function_exception": {
         "Code": "InvalidParameterValueException",
@@ -16460,108 +16415,102 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[function_name_too_long_and_invalid_region-get_function]": {
-    "recorded-date": "12-09-2024, 11:30:04",
+    "recorded-date": "25-11-2025, 02:27:55",
     "recorded-content": {
       "get_function_exception": {
         "Code": "ValidationException",
-        "Count": 2,
+        "Count": 1,
         "Errors": [
-          "Value 'arn:<partition>:lambda:invalid-region:111111111111:function:my-function<a:len(170)>' at 'functionName' failed to satisfy constraint: Member must have length less than or equal to 170",
-          "Value 'arn:<partition>:lambda:invalid-region:111111111111:function:my-function<a:len(170)>' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?([a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_\\.]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
+          "Value 'arn:<partition>:lambda:invalid-region:111111111111:function:my-function<a:len(170)>' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?((eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_\\.]+)(:(\\$LATEST(\\.PUBLISHED)?|[a-zA-Z0-9-_]+))?"
         ]
       }
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[function_name_too_long_and_invalid_region-delete_function]": {
-    "recorded-date": "12-09-2024, 11:30:04",
+    "recorded-date": "25-11-2025, 02:27:55",
     "recorded-content": {
       "delete_function_exception": {
         "Code": "ValidationException",
-        "Count": 2,
+        "Count": 1,
         "Errors": [
-          "Value 'arn:<partition>:lambda:invalid-region:111111111111:function:my-function<a:len(140)>aaaaaaaaaaaaaaaaaaaaaaaaaaaaaa' at 'functionName' failed to satisfy constraint: Member must have length less than or equal to 140",
-          "Value 'arn:<partition>:lambda:invalid-region:111111111111:function:my-function<a:len(140)>aaaaaaaaaaaaaaaaaaaaaaaaaaaaaa' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?([a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
+          "Value 'arn:<partition>:lambda:invalid-region:111111111111:function:my-function<a:len(140)>aaaaaaaaaaaaaaaaaaaaaaaaaaaaaa' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?((eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_\\.]+)(:(\\$LATEST(\\.PUBLISHED)?|[a-zA-Z0-9-_]+))?"
         ]
       }
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[function_name_too_long_and_invalid_region-invoke]": {
-    "recorded-date": "12-09-2024, 11:30:04",
+    "recorded-date": "25-11-2025, 02:27:55",
     "recorded-content": {
       "invoke_exception": {
         "Code": "ValidationException",
-        "Count": 2,
+        "Count": 1,
         "Errors": [
-          "Value 'arn:<partition>:lambda:invalid-region:111111111111:function:my-function<a:len(170)>' at 'functionName' failed to satisfy constraint: Member must have length less than or equal to 170",
-          "Value 'arn:<partition>:lambda:invalid-region:111111111111:function:my-function<a:len(170)>' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?([a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_\\.]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
+          "Value 'arn:<partition>:lambda:invalid-region:111111111111:function:my-function<a:len(170)>' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?((eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_\\.]+)(:(\\$LATEST(\\.PUBLISHED)?|[a-zA-Z0-9-_]+))?"
         ]
       }
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[function_name_too_long_and_invalid_region-create_function]": {
-    "recorded-date": "12-09-2024, 11:30:04",
+    "recorded-date": "25-11-2025, 02:27:55",
     "recorded-content": {
       "create_function_exception": {
         "Code": "ValidationException",
         "Count": 2,
         "Errors": [
           "Value 'arn:<partition>:lambda:invalid-region:111111111111:function:my-function<a:len(140)>aaaaaaaaaaaaaaaaaaaaaaaaaaaaaa' at 'functionName' failed to satisfy constraint: Member must have length less than or equal to 140",
-          "Value 'arn:<partition>:lambda:invalid-region:111111111111:function:my-function<a:len(140)>aaaaaaaaaaaaaaaaaaaaaaaaaaaaaa' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?([a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
+          "Value 'arn:<partition>:lambda:invalid-region:111111111111:function:my-function<a:len(140)>aaaaaaaaaaaaaaaaaaaaaaaaaaaaaa' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?((eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
         ]
       }
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[full_arn_and_qualifier_too_long_and_invalid_region-get_function]": {
-    "recorded-date": "12-09-2024, 11:30:04",
+    "recorded-date": "25-11-2025, 02:27:56",
     "recorded-content": {
       "get_function_exception": {
         "Code": "ValidationException",
-        "Count": 3,
+        "Count": 2,
         "Errors": [
           "Value '<a:len(129)>' at 'qualifier' failed to satisfy constraint: Member must have length less than or equal to 128",
-          "Value 'arn:<partition>:lambda:invalid-region:111111111111:function:my-function-<a:len(170)>' at 'functionName' failed to satisfy constraint: Member must have length less than or equal to 170",
-          "Value 'arn:<partition>:lambda:invalid-region:111111111111:function:my-function-<a:len(170)>' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?([a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_\\.]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
+          "Value 'arn:<partition>:lambda:invalid-region:111111111111:function:my-function-<a:len(170)>' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?((eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_\\.]+)(:(\\$LATEST(\\.PUBLISHED)?|[a-zA-Z0-9-_]+))?"
         ]
       }
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[full_arn_and_qualifier_too_long_and_invalid_region-delete_function]": {
-    "recorded-date": "12-09-2024, 11:30:04",
+    "recorded-date": "25-11-2025, 02:27:56",
     "recorded-content": {
       "delete_function_exception": {
         "Code": "ValidationException",
-        "Count": 3,
+        "Count": 2,
         "Errors": [
           "Value '<a:len(129)>' at 'qualifier' failed to satisfy constraint: Member must have length less than or equal to 128",
-          "Value 'arn:<partition>:lambda:invalid-region:111111111111:function:my-function-<a:len(140)>aaaaaaaaaaaaaaaaaaaaaaaaaaaaaa' at 'functionName' failed to satisfy constraint: Member must have length less than or equal to 140",
-          "Value 'arn:<partition>:lambda:invalid-region:111111111111:function:my-function-<a:len(140)>aaaaaaaaaaaaaaaaaaaaaaaaaaaaaa' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?([a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
+          "Value 'arn:<partition>:lambda:invalid-region:111111111111:function:my-function-<a:len(140)>aaaaaaaaaaaaaaaaaaaaaaaaaaaaaa' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?((eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_\\.]+)(:(\\$LATEST(\\.PUBLISHED)?|[a-zA-Z0-9-_]+))?"
         ]
       }
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[full_arn_and_qualifier_too_long_and_invalid_region-invoke]": {
-    "recorded-date": "12-09-2024, 11:30:04",
+    "recorded-date": "25-11-2025, 02:27:56",
     "recorded-content": {
       "invoke_exception": {
         "Code": "ValidationException",
-        "Count": 3,
+        "Count": 2,
         "Errors": [
           "Value '<a:len(129)>' at 'qualifier' failed to satisfy constraint: Member must have length less than or equal to 128",
-          "Value 'arn:<partition>:lambda:invalid-region:111111111111:function:my-function-<a:len(170)>' at 'functionName' failed to satisfy constraint: Member must have length less than or equal to 170",
-          "Value 'arn:<partition>:lambda:invalid-region:111111111111:function:my-function-<a:len(170)>' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?([a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_\\.]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
+          "Value 'arn:<partition>:lambda:invalid-region:111111111111:function:my-function-<a:len(170)>' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?((eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_\\.]+)(:(\\$LATEST(\\.PUBLISHED)?|[a-zA-Z0-9-_]+))?"
         ]
       }
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[full_arn_and_qualifier_too_long_and_invalid_region-create_function]": {
-    "recorded-date": "12-09-2024, 11:30:04",
+    "recorded-date": "25-11-2025, 02:27:56",
     "recorded-content": {
       "create_function_exception": {
         "Code": "ValidationException",
         "Count": 2,
         "Errors": [
           "Value 'arn:<partition>:lambda:invalid-region:111111111111:function:my-function-<a:len(140)>aaaaaaaaaaaaaaaaaaaaaaaaaaaaaa:<a:len(129)>' at 'functionName' failed to satisfy constraint: Member must have length less than or equal to 140",
-          "Value 'arn:<partition>:lambda:invalid-region:111111111111:function:my-function-<a:len(140)>aaaaaaaaaaaaaaaaaaaaaaaaaaaaaa:<a:len(129)>' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?([a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
+          "Value 'arn:<partition>:lambda:invalid-region:111111111111:function:my-function-<a:len(140)>aaaaaaaaaaaaaaaaaaaaaaaaaaaaaa:<a:len(129)>' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?((eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
         ]
       }
     }
@@ -16598,55 +16547,55 @@
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[full_arn_with_multiple_qualifiers-get_function]": {
-    "recorded-date": "12-09-2024, 11:30:04",
+    "recorded-date": "25-11-2025, 02:27:56",
     "recorded-content": {
       "get_function_exception": {
         "Code": "ValidationException",
         "Count": 1,
         "Errors": [
-          "Value 'arn:<partition>:lambda:<region>:111111111111:function:my-function:1:2' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?([a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_\\.]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
+          "Value 'arn:<partition>:lambda:<region>:111111111111:function:my-function:1:2' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?((eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_\\.]+)(:(\\$LATEST(\\.PUBLISHED)?|[a-zA-Z0-9-_]+))?"
         ]
       }
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[full_arn_with_multiple_qualifiers-delete_function]": {
-    "recorded-date": "12-09-2024, 11:30:04",
+    "recorded-date": "25-11-2025, 02:27:56",
     "recorded-content": {
       "delete_function_exception": {
         "Code": "ValidationException",
         "Count": 1,
         "Errors": [
-          "Value 'arn:<partition>:lambda:<region>:111111111111:function:my-function:1:2' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?([a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
+          "Value 'arn:<partition>:lambda:<region>:111111111111:function:my-function:1:2' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?((eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_\\.]+)(:(\\$LATEST(\\.PUBLISHED)?|[a-zA-Z0-9-_]+))?"
         ]
       }
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[full_arn_with_multiple_qualifiers-invoke]": {
-    "recorded-date": "12-09-2024, 11:30:04",
+    "recorded-date": "25-11-2025, 02:27:56",
     "recorded-content": {
       "invoke_exception": {
         "Code": "ValidationException",
         "Count": 1,
         "Errors": [
-          "Value 'arn:<partition>:lambda:<region>:111111111111:function:my-function:1:2' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?([a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_\\.]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
+          "Value 'arn:<partition>:lambda:<region>:111111111111:function:my-function:1:2' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?((eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_\\.]+)(:(\\$LATEST(\\.PUBLISHED)?|[a-zA-Z0-9-_]+))?"
         ]
       }
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[full_arn_with_multiple_qualifiers-create_function]": {
-    "recorded-date": "12-09-2024, 11:30:05",
+    "recorded-date": "25-11-2025, 02:27:56",
     "recorded-content": {
       "create_function_exception": {
         "Code": "ValidationException",
         "Count": 1,
         "Errors": [
-          "Value 'arn:<partition>:lambda:<region>:111111111111:function:my-function:1:2' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?([a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
+          "Value 'arn:<partition>:lambda:<region>:111111111111:function:my-function:1:2' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?((eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
         ]
       }
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[incomplete_arn-get_function]": {
-    "recorded-date": "12-09-2024, 11:30:05",
+    "recorded-date": "25-11-2025, 02:27:57",
     "recorded-content": {
       "get_function_exception": {
         "Code": "ResourceNotFoundException",
@@ -16655,7 +16604,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[incomplete_arn-delete_function]": {
-    "recorded-date": "12-09-2024, 11:30:05",
+    "recorded-date": "25-11-2025, 02:27:57",
     "recorded-content": {
       "delete_function_exception": {
         "Code": "ResourceNotFoundException",
@@ -16664,7 +16613,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[incomplete_arn-invoke]": {
-    "recorded-date": "12-09-2024, 11:30:05",
+    "recorded-date": "25-11-2025, 02:27:57",
     "recorded-content": {
       "invoke_exception": {
         "Code": "ResourceNotFoundException",
@@ -16673,59 +16622,59 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[incomplete_arn-create_function]": {
-    "recorded-date": "12-09-2024, 11:30:05",
+    "recorded-date": "25-11-2025, 02:27:57",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[partial_arn_with_extra_qualifier-get_function]": {
-    "recorded-date": "12-09-2024, 11:30:05",
+    "recorded-date": "25-11-2025, 02:27:57",
     "recorded-content": {
       "get_function_exception": {
         "Code": "ValidationException",
         "Count": 1,
         "Errors": [
-          "Value 'function:my-function:$LATEST:extra' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?([a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_\\.]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
+          "Value 'function:my-function:$LATEST:extra' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?((eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_\\.]+)(:(\\$LATEST(\\.PUBLISHED)?|[a-zA-Z0-9-_]+))?"
         ]
       }
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[partial_arn_with_extra_qualifier-delete_function]": {
-    "recorded-date": "12-09-2024, 11:30:05",
+    "recorded-date": "25-11-2025, 02:27:57",
     "recorded-content": {
       "delete_function_exception": {
         "Code": "ValidationException",
         "Count": 1,
         "Errors": [
-          "Value 'function:my-function:$LATEST:extra' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?([a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
+          "Value 'function:my-function:$LATEST:extra' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?((eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_\\.]+)(:(\\$LATEST(\\.PUBLISHED)?|[a-zA-Z0-9-_]+))?"
         ]
       }
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[partial_arn_with_extra_qualifier-invoke]": {
-    "recorded-date": "12-09-2024, 11:30:05",
+    "recorded-date": "25-11-2025, 02:27:57",
     "recorded-content": {
       "invoke_exception": {
         "Code": "ValidationException",
         "Count": 1,
         "Errors": [
-          "Value 'function:my-function:$LATEST:extra' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?([a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_\\.]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
+          "Value 'function:my-function:$LATEST:extra' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?((eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_\\.]+)(:(\\$LATEST(\\.PUBLISHED)?|[a-zA-Z0-9-_]+))?"
         ]
       }
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[partial_arn_with_extra_qualifier-create_function]": {
-    "recorded-date": "12-09-2024, 11:30:05",
+    "recorded-date": "25-11-2025, 02:27:58",
     "recorded-content": {
       "create_function_exception": {
         "Code": "ValidationException",
         "Count": 1,
         "Errors": [
-          "Value 'function:my-function:$LATEST:extra' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?([a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
+          "Value 'function:my-function:$LATEST:extra' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?((eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
         ]
       }
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[latest_version_with_additional_qualifier-get_function]": {
-    "recorded-date": "12-09-2024, 11:30:05",
+    "recorded-date": "25-11-2025, 02:27:58",
     "recorded-content": {
       "get_function_exception": {
         "Code": "InvalidParameterValueException",
@@ -16734,7 +16683,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[latest_version_with_additional_qualifier-delete_function]": {
-    "recorded-date": "12-09-2024, 11:30:05",
+    "recorded-date": "25-11-2025, 02:27:58",
     "recorded-content": {
       "delete_function_exception": {
         "Code": "InvalidParameterValueException",
@@ -16743,7 +16692,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[latest_version_with_additional_qualifier-invoke]": {
-    "recorded-date": "12-09-2024, 11:30:05",
+    "recorded-date": "25-11-2025, 02:27:58",
     "recorded-content": {
       "invoke_exception": {
         "Code": "InvalidParameterValueException",
@@ -16752,19 +16701,19 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[latest_version_with_additional_qualifier-create_function]": {
-    "recorded-date": "12-09-2024, 11:30:05",
+    "recorded-date": "25-11-2025, 02:27:58",
     "recorded-content": {
       "create_function_exception": {
         "Code": "ValidationException",
         "Count": 1,
         "Errors": [
-          "Value 'arn:<partition>:lambda:<region>:111111111111:function:my-function:$LATEST:1' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?([a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
+          "Value 'arn:<partition>:lambda:<region>:111111111111:function:my-function:$LATEST:1' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?((eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
         ]
       }
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[lowercase_latest_qualifier-get_function]": {
-    "recorded-date": "12-09-2024, 11:30:05",
+    "recorded-date": "25-11-2025, 02:27:58",
     "recorded-content": {
       "get_function_exception": {
         "Code": "ResourceNotFoundException",
@@ -16773,11 +16722,16 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[lowercase_latest_qualifier-delete_function]": {
-    "recorded-date": "12-09-2024, 11:30:05",
-    "recorded-content": {}
+    "recorded-date": "25-11-2025, 02:27:58",
+    "recorded-content": {
+      "delete_function_exception": {
+        "Code": "ResourceNotFoundException",
+        "Message": "Function not found: arn:<partition>:lambda:<region>:111111111111:function:my-function"
+      }
+    }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[lowercase_latest_qualifier-invoke]": {
-    "recorded-date": "12-09-2024, 11:30:06",
+    "recorded-date": "25-11-2025, 02:27:59",
     "recorded-content": {
       "invoke_exception": {
         "Code": "ResourceNotFoundException",
@@ -16786,163 +16740,163 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[lowercase_latest_qualifier-create_function]": {
-    "recorded-date": "12-09-2024, 11:30:06",
+    "recorded-date": "25-11-2025, 02:27:59",
     "recorded-content": {
       "create_function_exception": {
         "Code": "ValidationException",
         "Count": 1,
         "Errors": [
-          "Value 'arn:<partition>:lambda:<region>:111111111111:function:my-function:$latest' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?([a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
+          "Value 'arn:<partition>:lambda:<region>:111111111111:function:my-function:$latest' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?((eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
         ]
       }
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[missing_region_in_arn-get_function]": {
-    "recorded-date": "12-09-2024, 11:30:06",
+    "recorded-date": "25-11-2025, 02:27:59",
     "recorded-content": {
       "get_function_exception": {
         "Code": "ValidationException",
         "Count": 1,
         "Errors": [
-          "Value 'arn:<partition>:lambda::111111111111:function:my-function' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?([a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_\\.]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
+          "Value 'arn:<partition>:lambda::111111111111:function:my-function' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?((eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_\\.]+)(:(\\$LATEST(\\.PUBLISHED)?|[a-zA-Z0-9-_]+))?"
         ]
       }
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[missing_region_in_arn-delete_function]": {
-    "recorded-date": "12-09-2024, 11:30:06",
+    "recorded-date": "25-11-2025, 02:27:59",
     "recorded-content": {
       "delete_function_exception": {
         "Code": "ValidationException",
         "Count": 1,
         "Errors": [
-          "Value 'arn:<partition>:lambda::111111111111:function:my-function' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?([a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
+          "Value 'arn:<partition>:lambda::111111111111:function:my-function' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?((eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_\\.]+)(:(\\$LATEST(\\.PUBLISHED)?|[a-zA-Z0-9-_]+))?"
         ]
       }
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[missing_region_in_arn-invoke]": {
-    "recorded-date": "12-09-2024, 11:30:06",
+    "recorded-date": "25-11-2025, 02:27:59",
     "recorded-content": {
       "invoke_exception": {
         "Code": "ValidationException",
         "Count": 1,
         "Errors": [
-          "Value 'arn:<partition>:lambda::111111111111:function:my-function' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?([a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_\\.]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
+          "Value 'arn:<partition>:lambda::111111111111:function:my-function' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?((eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_\\.]+)(:(\\$LATEST(\\.PUBLISHED)?|[a-zA-Z0-9-_]+))?"
         ]
       }
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[missing_region_in_arn-create_function]": {
-    "recorded-date": "12-09-2024, 11:30:06",
+    "recorded-date": "25-11-2025, 02:27:59",
     "recorded-content": {
       "create_function_exception": {
         "Code": "ValidationException",
         "Count": 1,
         "Errors": [
-          "Value 'arn:<partition>:lambda::111111111111:function:my-function' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?([a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
+          "Value 'arn:<partition>:lambda::111111111111:function:my-function' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?((eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
         ]
       }
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[missing_account_id_in_arn-get_function]": {
-    "recorded-date": "12-09-2024, 11:30:06",
+    "recorded-date": "25-11-2025, 02:27:59",
     "recorded-content": {
       "get_function_exception": {
         "Code": "ValidationException",
         "Count": 1,
         "Errors": [
-          "Value 'arn:<partition>:lambda:<region>::function:my-function' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?([a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_\\.]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
+          "Value 'arn:<partition>:lambda:<region>::function:my-function' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?((eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_\\.]+)(:(\\$LATEST(\\.PUBLISHED)?|[a-zA-Z0-9-_]+))?"
         ]
       }
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[missing_account_id_in_arn-delete_function]": {
-    "recorded-date": "12-09-2024, 11:30:06",
+    "recorded-date": "25-11-2025, 02:27:59",
     "recorded-content": {
       "delete_function_exception": {
         "Code": "ValidationException",
         "Count": 1,
         "Errors": [
-          "Value 'arn:<partition>:lambda:<region>::function:my-function' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?([a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
+          "Value 'arn:<partition>:lambda:<region>::function:my-function' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?((eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_\\.]+)(:(\\$LATEST(\\.PUBLISHED)?|[a-zA-Z0-9-_]+))?"
         ]
       }
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[missing_account_id_in_arn-invoke]": {
-    "recorded-date": "12-09-2024, 11:30:06",
+    "recorded-date": "25-11-2025, 02:28:00",
     "recorded-content": {
       "invoke_exception": {
         "Code": "ValidationException",
         "Count": 1,
         "Errors": [
-          "Value 'arn:<partition>:lambda:<region>::function:my-function' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?([a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_\\.]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
+          "Value 'arn:<partition>:lambda:<region>::function:my-function' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?((eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_\\.]+)(:(\\$LATEST(\\.PUBLISHED)?|[a-zA-Z0-9-_]+))?"
         ]
       }
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[missing_account_id_in_arn-create_function]": {
-    "recorded-date": "12-09-2024, 11:30:06",
+    "recorded-date": "25-11-2025, 02:28:00",
     "recorded-content": {
       "create_function_exception": {
         "Code": "ValidationException",
         "Count": 1,
         "Errors": [
-          "Value 'arn:<partition>:lambda:<region>::function:my-function' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?([a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
+          "Value 'arn:<partition>:lambda:<region>::function:my-function' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?((eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
         ]
       }
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[misspelled_latest_in_arn-get_function]": {
-    "recorded-date": "12-09-2024, 11:30:06",
+    "recorded-date": "25-11-2025, 02:28:00",
     "recorded-content": {
       "get_function_exception": {
         "Code": "ValidationException",
         "Count": 1,
         "Errors": [
-          "Value 'arn:<partition>:lambda:<region>:111111111111:function:my-function:$LATES' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?([a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_\\.]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
+          "Value 'arn:<partition>:lambda:<region>:111111111111:function:my-function:$LATES' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?((eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_\\.]+)(:(\\$LATEST(\\.PUBLISHED)?|[a-zA-Z0-9-_]+))?"
         ]
       }
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[misspelled_latest_in_arn-delete_function]": {
-    "recorded-date": "12-09-2024, 11:30:06",
+    "recorded-date": "25-11-2025, 02:28:00",
     "recorded-content": {
       "delete_function_exception": {
         "Code": "ValidationException",
         "Count": 1,
         "Errors": [
-          "Value 'arn:<partition>:lambda:<region>:111111111111:function:my-function:$LATES' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?([a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
+          "Value 'arn:<partition>:lambda:<region>:111111111111:function:my-function:$LATES' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?((eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_\\.]+)(:(\\$LATEST(\\.PUBLISHED)?|[a-zA-Z0-9-_]+))?"
         ]
       }
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[misspelled_latest_in_arn-invoke]": {
-    "recorded-date": "12-09-2024, 11:30:06",
+    "recorded-date": "25-11-2025, 02:28:00",
     "recorded-content": {
       "invoke_exception": {
         "Code": "ValidationException",
         "Count": 1,
         "Errors": [
-          "Value 'arn:<partition>:lambda:<region>:111111111111:function:my-function:$LATES' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?([a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_\\.]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
+          "Value 'arn:<partition>:lambda:<region>:111111111111:function:my-function:$LATES' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?((eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_\\.]+)(:(\\$LATEST(\\.PUBLISHED)?|[a-zA-Z0-9-_]+))?"
         ]
       }
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[misspelled_latest_in_arn-create_function]": {
-    "recorded-date": "12-09-2024, 11:30:06",
+    "recorded-date": "25-11-2025, 02:28:00",
     "recorded-content": {
       "create_function_exception": {
         "Code": "ValidationException",
         "Count": 1,
         "Errors": [
-          "Value 'arn:<partition>:lambda:<region>:111111111111:function:my-function:$LATES' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?([a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
+          "Value 'arn:<partition>:lambda:<region>:111111111111:function:my-function:$LATES' at 'functionName' failed to satisfy constraint: Member must satisfy regular expression pattern: (arn:(aws[a-zA-Z-]*)?:lambda:)?((eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
         ]
       }
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[qualifier_too_long-get_function]": {
-    "recorded-date": "12-09-2024, 11:30:02",
+    "recorded-date": "25-11-2025, 02:27:52",
     "recorded-content": {
       "get_function_exception": {
         "Code": "ValidationException",
@@ -16954,7 +16908,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[qualifier_too_long-delete_function]": {
-    "recorded-date": "12-09-2024, 11:30:02",
+    "recorded-date": "25-11-2025, 02:27:52",
     "recorded-content": {
       "delete_function_exception": {
         "Code": "ValidationException",
@@ -16966,7 +16920,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[qualifier_too_long-invoke]": {
-    "recorded-date": "12-09-2024, 11:30:02",
+    "recorded-date": "25-11-2025, 02:27:53",
     "recorded-content": {
       "invoke_exception": {
         "Code": "ValidationException",
@@ -16978,7 +16932,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[qualifier_too_long-create_function]": {
-    "recorded-date": "12-09-2024, 11:30:02",
+    "recorded-date": "25-11-2025, 02:27:53",
     "recorded-content": {
       "create_function_exception": {
         "Code": "ValidationException",
@@ -17128,7 +17082,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaRecursion::test_put_function_recursion_config_allow": {
-    "recorded-date": "12-09-2024, 11:35:20",
+    "recorded-date": "25-11-2025, 02:36:04",
     "recorded-content": {
       "put_recursion_config_response": {
         "RecursiveLoop": "Allow",
@@ -17147,7 +17101,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaRecursion::test_put_function_recursion_config_default_terminate": {
-    "recorded-date": "12-09-2024, 11:35:22",
+    "recorded-date": "25-11-2025, 02:36:11",
     "recorded-content": {
       "get_recursion_default_terminate_response": {
         "RecursiveLoop": "Terminate",
@@ -17159,7 +17113,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaRecursion::test_put_function_recursion_config_invalid_value": {
-    "recorded-date": "12-09-2024, 11:35:24",
+    "recorded-date": "25-11-2025, 02:36:14",
     "recorded-content": {
       "put_recursion_invalid_value_error": {
         "Error": {
@@ -17174,7 +17128,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaTag::test_tag_lifecycle[lambda_function]": {
-    "recorded-date": "23-10-2024, 10:51:15",
+    "recorded-date": "25-11-2025, 02:39:44",
     "recorded-content": {
       "tag_single_response": {
         "ResponseMetadata": {
@@ -17289,7 +17243,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaTag::test_tag_lifecycle[event_source_mapping]": {
-    "recorded-date": "23-10-2024, 10:51:27",
+    "recorded-date": "25-11-2025, 02:39:50",
     "recorded-content": {
       "tag_single_response": {
         "ResponseMetadata": {
@@ -17404,7 +17358,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaTag::test_create_tag_on_esm_create": {
-    "recorded-date": "24-10-2024, 14:16:07",
+    "recorded-date": "25-11-2025, 02:39:41",
     "recorded-content": {
       "get_event_source_mapping_with_tag": true,
       "list_tags_result": {
@@ -17419,7 +17373,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaTag::test_tag_exceptions[lambda_function]": {
-    "recorded-date": "24-10-2024, 12:42:56",
+    "recorded-date": "25-11-2025, 21:37:01",
     "recorded-content": {
       "not_found_exception_tag": {
         "Error": {
@@ -17472,7 +17426,7 @@
       "invalid_arn_exception": {
         "Error": {
           "Code": "ValidationException",
-          "Message": "1 validation error detected: Value 'arn:<partition>:lambda:<region>:111111111111:foobar:<resource-name>' at 'resource' failed to satisfy constraint: Member must satisfy regular expression pattern: arn:(aws[a-zA-Z-]*):lambda:[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:\\d{12}:(function:[a-zA-Z0-9-_]+(:(\\$LATEST|[a-zA-Z0-9-_]+))?|layer:([a-zA-Z0-9-_]+)|code-signing-config:csc-[a-z0-9]{17}|event-source-mapping:[0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{12})"
+          "Message": "1 validation error detected: Value 'arn:<partition>:lambda:<region>:111111111111:foobar:<resource-name>' at 'resource' failed to satisfy constraint: Member must satisfy regular expression pattern: arn:(aws[a-zA-Z-]*):lambda:(eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:\\d{12}:(function:[a-zA-Z0-9-_]+(:(\\$LATEST|[a-zA-Z0-9-_]+))?|layer:([a-zA-Z0-9-_]+)|code-signing-config:csc-[a-z0-9]{17}|event-source-mapping:[0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{12}|capacity-provider:[a-zA-Z0-9-_]+)"
         },
         "ResponseMetadata": {
           "HTTPHeaders": {},
@@ -17482,7 +17436,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaTag::test_tag_exceptions[event_source_mapping]": {
-    "recorded-date": "24-10-2024, 12:42:57",
+    "recorded-date": "25-11-2025, 21:37:01",
     "recorded-content": {
       "not_found_exception_tag": {
         "Error": {
@@ -17523,7 +17477,7 @@
       "aliased_arn_exception": {
         "Error": {
           "Code": "ValidationException",
-          "Message": "1 validation error detected: Value 'arn:<partition>:lambda:<region>:111111111111:event-source-mapping:<resource-name>:alias' at 'resource' failed to satisfy constraint: Member must satisfy regular expression pattern: arn:(aws[a-zA-Z-]*):lambda:[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:\\d{12}:(function:[a-zA-Z0-9-_]+(:(\\$LATEST|[a-zA-Z0-9-_]+))?|layer:([a-zA-Z0-9-_]+)|code-signing-config:csc-[a-z0-9]{17}|event-source-mapping:[0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{12})"
+          "Message": "1 validation error detected: Value 'arn:<partition>:lambda:<region>:111111111111:event-source-mapping:<resource-name>:alias' at 'resource' failed to satisfy constraint: Member must satisfy regular expression pattern: arn:(aws[a-zA-Z-]*):lambda:(eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:\\d{12}:(function:[a-zA-Z0-9-_]+(:(\\$LATEST|[a-zA-Z0-9-_]+))?|layer:([a-zA-Z0-9-_]+)|code-signing-config:csc-[a-z0-9]{17}|event-source-mapping:[0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{12}|capacity-provider:[a-zA-Z0-9-_]+)"
         },
         "ResponseMetadata": {
           "HTTPHeaders": {},
@@ -17533,7 +17487,7 @@
       "invalid_arn_exception": {
         "Error": {
           "Code": "ValidationException",
-          "Message": "1 validation error detected: Value 'arn:<partition>:lambda:<region>:111111111111:foobar:<resource-name>' at 'resource' failed to satisfy constraint: Member must satisfy regular expression pattern: arn:(aws[a-zA-Z-]*):lambda:[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:\\d{12}:(function:[a-zA-Z0-9-_]+(:(\\$LATEST|[a-zA-Z0-9-_]+))?|layer:([a-zA-Z0-9-_]+)|code-signing-config:csc-[a-z0-9]{17}|event-source-mapping:[0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{12})"
+          "Message": "1 validation error detected: Value 'arn:<partition>:lambda:<region>:111111111111:foobar:<resource-name>' at 'resource' failed to satisfy constraint: Member must satisfy regular expression pattern: arn:(aws[a-zA-Z-]*):lambda:(eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:\\d{12}:(function:[a-zA-Z0-9-_]+(:(\\$LATEST|[a-zA-Z0-9-_]+))?|layer:([a-zA-Z0-9-_]+)|code-signing-config:csc-[a-z0-9]{17}|event-source-mapping:[0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{12}|capacity-provider:[a-zA-Z0-9-_]+)"
         },
         "ResponseMetadata": {
           "HTTPHeaders": {},
@@ -17543,7 +17497,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaEventSourceMappings::test_event_source_mapping_lifecycle_delete_function": {
-    "recorded-date": "13-10-2025, 19:09:29",
+    "recorded-date": "25-11-2025, 02:47:20",
     "recorded-content": {
       "update_table_response": {
         "TableDescription": {
@@ -17650,6 +17604,7 @@
         }
       },
       "delete_function_response": {
+        "StatusCode": 204,
         "ResponseMetadata": {
           "HTTPHeaders": {},
           "HTTPStatusCode": 204
@@ -17714,7 +17669,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaUrl::test_url_config_deletion_without_qualifier": {
-    "recorded-date": "21-11-2024, 13:44:17",
+    "recorded-date": "25-11-2025, 02:43:31",
     "recorded-content": {
       "url_creation": {
         "AuthType": "NONE",
@@ -17793,7 +17748,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaAlias::test_non_existent_alias_deletion": {
-    "recorded-date": "21-11-2024, 13:44:51",
+    "recorded-date": "25-11-2025, 02:38:47",
     "recorded-content": {
       "create_response": {
         "Architectures": [
@@ -17852,7 +17807,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaAlias::test_non_existent_alias_update": {
-    "recorded-date": "21-11-2024, 13:44:53",
+    "recorded-date": "25-11-2025, 02:38:49",
     "recorded-content": {
       "create_response": {
         "Architectures": [
@@ -17917,7 +17872,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaEventSourceMappings::test_create_event_filter_criteria_validation": {
-    "recorded-date": "11-12-2024, 11:29:54",
+    "recorded-date": "25-11-2025, 02:48:23",
     "recorded-content": {
       "response-with-empty-filters": {
         "BatchSize": 100,
@@ -17948,7 +17903,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_lifecycle[python3.13]": {
-    "recorded-date": "24-11-2025, 19:31:57",
+    "recorded-date": "25-11-2025, 02:51:12",
     "recorded-content": {
       "create_function_response": {
         "Architectures": [
@@ -18092,7 +18047,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_lifecycle[python3.12]": {
-    "recorded-date": "24-11-2025, 19:31:54",
+    "recorded-date": "25-11-2025, 02:51:10",
     "recorded-content": {
       "create_function_response": {
         "Architectures": [
@@ -18236,7 +18191,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_invalid_vpc_config_subnet": {
-    "recorded-date": "20-02-2025, 17:53:33",
+    "recorded-date": "25-11-2025, 02:35:53",
     "recorded-content": {
       "create-response-non-existent-subnet-id": {
         "Error": {
@@ -18253,7 +18208,7 @@
       "create-response-invalid-format-subnet-id": {
         "Error": {
           "Code": "ValidationException",
-          "Message": "1 validation error detected: Value '[<subnet_id_2>]' at 'vpcConfig.subnetIds' failed to satisfy constraint: Member must satisfy constraint: [Member must have length less than or equal to 1024, Member must have length greater than or equal to 0, Member must satisfy regular expression pattern: ^subnet-[0-9a-z]*$]"
+          "Message": "1 validation error detected: Value '[<subnet_id_2>]' at 'vpcConfig.subnetIds' failed to satisfy constraint: Member must satisfy constraint: [Member must have length less than or equal to 1024, Member must have length greater than or equal to 0, Member must satisfy regular expression pattern: subnet-[0-9a-z]*]"
         },
         "ResponseMetadata": {
           "HTTPHeaders": {},
@@ -18263,7 +18218,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_invalid_vpc_config_security_group": {
-    "recorded-date": "20-02-2025, 17:57:29",
+    "recorded-date": "25-11-2025, 02:35:53",
     "recorded-content": {
       "create-response-non-existent-security-group": {
         "Error": {
@@ -18280,7 +18235,7 @@
       "create-response-invalid-format-security-group": {
         "Error": {
           "Code": "ValidationException",
-          "Message": "1 validation error detected: Value '[<security_group_id_2>]' at 'vpcConfig.securityGroupIds' failed to satisfy constraint: Member must satisfy constraint: [Member must have length less than or equal to 1024, Member must have length greater than or equal to 0, Member must satisfy regular expression pattern: ^sg-[0-9a-zA-Z]*$]"
+          "Message": "1 validation error detected: Value '[<security_group_id_2>]' at 'vpcConfig.securityGroupIds' failed to satisfy constraint: Member must satisfy constraint: [Member must have length less than or equal to 1024, Member must have length greater than or equal to 0, Member must satisfy regular expression pattern: sg-[0-9a-zA-Z]*]"
         },
         "ResponseMetadata": {
           "HTTPHeaders": {},
@@ -18290,7 +18245,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaEventSourceMappings::test_create_event_source_validation_kinesis": {
-    "recorded-date": "03-03-2025, 16:49:40",
+    "recorded-date": "25-11-2025, 02:48:10",
     "recorded-content": {
       "no_starting_position": {
         "Error": {
@@ -18317,7 +18272,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_lifecycle[dotnet8]": {
-    "recorded-date": "24-11-2025, 19:33:02",
+    "recorded-date": "25-11-2025, 02:51:15",
     "recorded-content": {
       "create_function_response": {
         "Architectures": [
@@ -18461,7 +18416,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_update_function_configuration[java11]": {
-    "recorded-date": "24-11-2025, 19:33:05",
+    "recorded-date": "25-11-2025, 02:51:18",
     "recorded-content": {
       "create_function_response": {
         "Architectures": [
@@ -18553,7 +18508,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_update_function_configuration[java17]": {
-    "recorded-date": "24-11-2025, 19:33:09",
+    "recorded-date": "25-11-2025, 02:51:21",
     "recorded-content": {
       "create_function_response": {
         "Architectures": [
@@ -18645,7 +18600,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_update_function_configuration[java21]": {
-    "recorded-date": "24-11-2025, 19:33:12",
+    "recorded-date": "25-11-2025, 02:51:24",
     "recorded-content": {
       "create_function_response": {
         "Architectures": [
@@ -18737,7 +18692,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_update_function_configuration[python3.12]": {
-    "recorded-date": "24-11-2025, 19:33:17",
+    "recorded-date": "25-11-2025, 02:51:29",
     "recorded-content": {
       "create_function_response": {
         "Architectures": [
@@ -18829,7 +18784,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_update_function_configuration[python3.13]": {
-    "recorded-date": "24-11-2025, 19:33:20",
+    "recorded-date": "25-11-2025, 02:51:31",
     "recorded-content": {
       "create_function_response": {
         "Architectures": [
@@ -18921,7 +18876,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_update_function_configuration[dotnet8]": {
-    "recorded-date": "24-11-2025, 19:33:23",
+    "recorded-date": "25-11-2025, 02:51:34",
     "recorded-content": {
       "create_function_response": {
         "Architectures": [
@@ -19013,7 +18968,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_lambda_code_location_s3_errors": {
-    "recorded-date": "21-07-2025, 17:45:01",
+    "recorded-date": "25-11-2025, 02:27:45",
     "recorded-content": {
       "create-error-wrong-bucket": {
         "Error": {
@@ -19066,7 +19021,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_lifecycle[java25]": {
-    "recorded-date": "24-11-2025, 19:31:51",
+    "recorded-date": "25-11-2025, 02:51:07",
     "recorded-content": {
       "create_function_response": {
         "Architectures": [
@@ -19210,7 +19165,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_update_function_configuration[java25]": {
-    "recorded-date": "24-11-2025, 19:33:15",
+    "recorded-date": "25-11-2025, 02:51:26",
     "recorded-content": {
       "create_function_response": {
         "Architectures": [
@@ -19302,7 +19257,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaLayer::test_layer_compatibilities[runtimes2]": {
-    "recorded-date": "24-11-2025, 19:31:00",
+    "recorded-date": "25-11-2025, 02:48:49",
     "recorded-content": {
       "publish_result": {
         "CompatibleArchitectures": [
@@ -19329,5 +19284,66 @@
         }
       }
     }
+  },
+  "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaTag::test_tag_exceptions[capacity_provider]": {
+    "recorded-date": "25-11-2025, 21:37:02",
+    "recorded-content": {
+      "not_found_exception_tag": {
+        "Error": {
+          "Code": "ResourceNotFoundException",
+          "Message": "Capacity provider not found: arn:<partition>:lambda:<region>:111111111111:capacity-provider:<resource-name>"
+        },
+        "Message": "Capacity provider not found: arn:<partition>:lambda:<region>:111111111111:capacity-provider:<resource-name>",
+        "Type": "User",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 404
+        }
+      },
+      "not_found_exception_untag": {
+        "Error": {
+          "Code": "ResourceNotFoundException",
+          "Message": "Capacity provider not found: arn:<partition>:lambda:<region>:111111111111:capacity-provider:<resource-name>"
+        },
+        "Message": "Capacity provider not found: arn:<partition>:lambda:<region>:111111111111:capacity-provider:<resource-name>",
+        "Type": "User",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 404
+        }
+      },
+      "not_found_exception_list": {
+        "Error": {
+          "Code": "ResourceNotFoundException",
+          "Message": "Capacity provider not found: arn:<partition>:lambda:<region>:111111111111:capacity-provider:<resource-name>"
+        },
+        "Message": "Capacity provider not found: arn:<partition>:lambda:<region>:111111111111:capacity-provider:<resource-name>",
+        "Type": "User",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 404
+        }
+      },
+      "aliased_arn_exception": {
+        "Error": {
+          "Code": "ValidationException",
+          "Message": "1 validation error detected: Value 'arn:<partition>:lambda:<region>:111111111111:capacity-provider:<resource-name>:alias' at 'resource' failed to satisfy constraint: Member must satisfy regular expression pattern: arn:(aws[a-zA-Z-]*):lambda:(eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:\\d{12}:(function:[a-zA-Z0-9-_]+(:(\\$LATEST|[a-zA-Z0-9-_]+))?|layer:([a-zA-Z0-9-_]+)|code-signing-config:csc-[a-z0-9]{17}|event-source-mapping:[0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{12}|capacity-provider:[a-zA-Z0-9-_]+)"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "invalid_arn_exception": {
+        "Error": {
+          "Code": "ValidationException",
+          "Message": "1 validation error detected: Value 'arn:<partition>:lambda:<region>:111111111111:foobar:<resource-name>' at 'resource' failed to satisfy constraint: Member must satisfy regular expression pattern: arn:(aws[a-zA-Z-]*):lambda:(eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:\\d{12}:(function:[a-zA-Z0-9-_]+(:(\\$LATEST|[a-zA-Z0-9-_]+))?|layer:([a-zA-Z0-9-_]+)|code-signing-config:csc-[a-z0-9]{17}|event-source-mapping:[0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{12}|capacity-provider:[a-zA-Z0-9-_]+)"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/lambda_/test_lambda_api.validation.json b/tests/aws/services/lambda_/test_lambda_api.validation.json
index 6518c433161e4..3e2814d27a354 100644
--- a/tests/aws/services/lambda_/test_lambda_api.validation.json
+++ b/tests/aws/services/lambda_/test_lambda_api.validation.json
@@ -1,81 +1,183 @@
 {
   "tests/aws/services/lambda_/test_lambda_api.py::TestCodeSigningConfig::test_code_signing_not_found_excs": {
-    "last_validated_date": "2024-04-10T09:19:15+00:00"
+    "last_validated_date": "2025-11-25T02:46:47+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 3.41,
+      "teardown": 0.79,
+      "total": 4.21
+    }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestCodeSigningConfig::test_function_code_signing_config": {
-    "last_validated_date": "2024-04-10T09:19:10+00:00"
+    "last_validated_date": "2025-11-25T02:46:42+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 2.77,
+      "teardown": 0.65,
+      "total": 3.43
+    }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaAccountSettings::test_account_settings": {
-    "last_validated_date": "2024-04-10T09:19:17+00:00"
+    "last_validated_date": "2025-11-25T02:46:47+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 0.11,
+      "teardown": 0.01,
+      "total": 0.13
+    }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaAccountSettings::test_account_settings_total_code_size": {
-    "last_validated_date": "2024-04-10T09:19:28+00:00"
+    "last_validated_date": "2025-11-25T02:46:59+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 10.87,
+      "teardown": 0.97,
+      "total": 11.85
+    }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaAccountSettings::test_account_settings_total_code_size_config_update": {
-    "last_validated_date": "2024-04-10T09:19:34+00:00"
+    "last_validated_date": "2025-11-25T02:47:04+00:00",
+    "durations_in_seconds": {
+      "setup": 0.02,
+      "call": 4.47,
+      "teardown": 0.82,
+      "total": 5.31
+    }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaAlias::test_alias_lifecycle": {
-    "last_validated_date": "2024-11-21T13:44:48+00:00"
+    "last_validated_date": "2025-11-25T02:38:45+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 6.7,
+      "teardown": 0.46,
+      "total": 7.17
+    }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaAlias::test_alias_naming": {
-    "last_validated_date": "2024-11-21T13:45:11+00:00"
+    "last_validated_date": "2025-11-25T02:39:05+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 2.82,
+      "teardown": 0.28,
+      "total": 3.11
+    }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaAlias::test_non_existent_alias_deletion": {
-    "last_validated_date": "2024-11-21T13:44:51+00:00"
+    "last_validated_date": "2025-11-25T02:38:47+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 1.96,
+      "teardown": 0.3,
+      "total": 2.26
+    }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaAlias::test_non_existent_alias_update": {
-    "last_validated_date": "2024-11-21T13:44:53+00:00"
+    "last_validated_date": "2025-11-25T02:38:49+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 2.07,
+      "teardown": 0.33,
+      "total": 2.41
+    }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaAlias::test_notfound_and_invalid_routingconfigs": {
-    "last_validated_date": "2024-11-21T13:45:05+00:00"
+    "last_validated_date": "2025-11-25T21:33:39+00:00",
+    "durations_in_seconds": {
+      "setup": 10.94,
+      "call": 11.71,
+      "teardown": 0.73,
+      "total": 23.38
+    }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaEventInvokeConfig::test_lambda_eventinvokeconfig_exceptions": {
-    "last_validated_date": "2024-04-10T09:13:37+00:00"
+    "last_validated_date": "2025-11-25T21:39:32+00:00",
+    "durations_in_seconds": {
+      "setup": 11.1,
+      "call": 12.72,
+      "teardown": 1.59,
+      "total": 25.41
+    }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaEventInvokeConfig::test_lambda_eventinvokeconfig_lifecycle": {
-    "last_validated_date": "2024-04-10T09:13:20+00:00"
+    "last_validated_date": "2025-11-25T02:40:00+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 4.94,
+      "teardown": 0.61,
+      "total": 5.56
+    }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaEventSourceMappings::test_create_event_filter_criteria_validation": {
-    "last_validated_date": "2024-12-11T11:29:51+00:00"
+    "last_validated_date": "2025-11-25T02:48:23+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 10.92,
+      "teardown": 2.08,
+      "total": 13.01
+    }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaEventSourceMappings::test_create_event_source_self_managed": {
     "last_validated_date": "2024-09-03T20:58:27+00:00"
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaEventSourceMappings::test_create_event_source_validation": {
-    "last_validated_date": "2025-03-03T17:07:41+00:00"
+    "last_validated_date": "2025-11-25T02:48:02+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 10.38,
+      "teardown": 2.09,
+      "total": 12.48
+    }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaEventSourceMappings::test_create_event_source_validation_kinesis": {
-    "last_validated_date": "2025-03-03T16:49:39+00:00"
+    "last_validated_date": "2025-11-25T02:48:10+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 7.63,
+      "teardown": 0.78,
+      "total": 8.42
+    }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaEventSourceMappings::test_event_source_mapping_exceptions": {
-    "last_validated_date": "2024-12-05T10:52:30+00:00"
+    "last_validated_date": "2025-11-27T01:04:32+00:00",
+    "durations_in_seconds": {
+      "setup": 0.45,
+      "call": 1.36,
+      "teardown": 0.01,
+      "total": 1.82
+    }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaEventSourceMappings::test_event_source_mapping_lifecycle": {
-    "last_validated_date": "2025-10-13T19:06:25+00:00",
+    "last_validated_date": "2025-11-25T02:47:33+00:00",
     "durations_in_seconds": {
-      "setup": 11.48,
-      "call": 18.08,
-      "teardown": 2.09,
-      "total": 31.65
+      "setup": 0.01,
+      "call": 11.24,
+      "teardown": 1.17,
+      "total": 12.42
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaEventSourceMappings::test_event_source_mapping_lifecycle_delete_function": {
-    "last_validated_date": "2025-10-13T19:09:30+00:00",
+    "last_validated_date": "2025-11-25T02:47:20+00:00",
     "durations_in_seconds": {
-      "setup": 11.41,
-      "call": 19.44,
-      "teardown": 1.92,
-      "total": 32.77
+      "setup": 0.01,
+      "call": 14.42,
+      "teardown": 0.96,
+      "total": 15.39
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaEventSourceMappings::test_function_name_variations": {
-    "last_validated_date": "2024-10-14T12:46:32+00:00"
+    "last_validated_date": "2025-11-25T03:20:36+00:00",
+    "durations_in_seconds": {
+      "setup": 11.3,
+      "call": 206.47,
+      "teardown": 2.75,
+      "total": 220.52
+    }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_advance_logging_configuration_format_switch": {
     "last_validated_date": "2024-04-10T08:58:47+00:00"
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_create_lambda_exceptions": {
-    "last_validated_date": "2025-11-24T19:30:42+00:00",
+    "last_validated_date": "2025-11-25T02:28:01+00:00",
     "durations_in_seconds": {
       "setup": 0.01,
       "call": 0.73,
@@ -84,7 +186,13 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_delete_on_nonexisting_version": {
-    "last_validated_date": "2024-09-12T11:29:32+00:00"
+    "last_validated_date": "2025-11-25T02:27:11+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 2.45,
+      "teardown": 0.64,
+      "total": 3.1
+    }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_advanced_configuration": {
     "last_validated_date": "2024-03-28T09:54:41+00:00"
@@ -93,34 +201,94 @@
     "last_validated_date": "2024-04-10T08:59:14+00:00"
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_arns": {
-    "last_validated_date": "2024-09-12T11:30:00+00:00"
+    "last_validated_date": "2025-11-25T02:27:51+00:00",
+    "durations_in_seconds": {
+      "setup": 0.02,
+      "call": 4.21,
+      "teardown": 1.2,
+      "total": 5.43
+    }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_lifecycle": {
-    "last_validated_date": "2024-09-12T11:29:18+00:00"
+    "last_validated_date": "2025-11-25T02:26:54+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 5.8,
+      "teardown": 0.39,
+      "total": 6.2
+    }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[full_arn_and_qualifier_too_long_and_invalid_region-create_function]": {
-    "last_validated_date": "2024-09-12T11:30:04+00:00"
+    "last_validated_date": "2025-11-25T02:27:56+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 0.09,
+      "teardown": 0.01,
+      "total": 0.11
+    }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_function_name_and_qualifier_validation[full_arn_and_qualifier_too_long_and_invalid_region-delete_function]": {
-    "last_validated_date": "2024-09-12T11:30:04+00:00"
+    "last_validated_date": "2025-11-25T02:27:56+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 0.08,
+      "teardown": 0.01,
+      "total": 0.1
+    }
   },
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@@ -132,190 +300,571 @@
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@@ -351,538 +900,1105 @@
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diff --git a/tests/aws/services/lambda_/test_lambda_common.snapshot.json b/tests/aws/services/lambda_/test_lambda_common.snapshot.json
index 8fc7f2be66bc3..be8a1168123d0 100644
--- a/tests/aws/services/lambda_/test_lambda_common.snapshot.json
+++ b/tests/aws/services/lambda_/test_lambda_common.snapshot.json
@@ -1,70 +1,70 @@
 {
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-    "recorded-date": "24-11-2025, 19:34:48",
+    "recorded-date": "25-11-2025, 02:31:04",
     "recorded-content": {}
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   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_echo_invoke[java11]": {
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+    "recorded-date": "25-11-2025, 02:31:32",
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     "recorded-content": {}
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-    "recorded-date": "24-11-2025, 19:35:25",
+    "recorded-date": "25-11-2025, 02:31:37",
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+    "recorded-date": "25-11-2025, 02:30:50",
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     "recorded-content": {}
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   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_echo_invoke[java21]": {
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     "recorded-content": {}
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     "recorded-content": {}
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     "recorded-content": {}
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     "recorded-content": {}
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   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_echo_invoke[dotnet6]": {
-    "recorded-date": "24-11-2025, 19:35:58",
+    "recorded-date": "25-11-2025, 02:32:04",
     "recorded-content": {}
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-    "recorded-date": "24-11-2025, 19:34:08",
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     "recorded-content": {}
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@@ -205,7 +205,7 @@
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@@ -344,7 +344,7 @@
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@@ -477,7 +477,7 @@
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@@ -616,7 +616,7 @@
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@@ -761,7 +761,7 @@
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@@ -902,7 +902,7 @@
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+    "recorded-date": "25-11-2025, 02:33:19",
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@@ -1037,7 +1037,7 @@
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-    "recorded-date": "24-11-2025, 19:36:34",
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@@ -1178,7 +1178,7 @@
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@@ -1313,7 +1313,7 @@
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@@ -1446,7 +1446,7 @@
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+    "recorded-date": "25-11-2025, 02:32:59",
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@@ -1587,7 +1587,7 @@
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+    "recorded-date": "25-11-2025, 02:32:56",
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@@ -1728,7 +1728,7 @@
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@@ -1871,7 +1871,7 @@
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-    "recorded-date": "24-11-2025, 19:36:31",
+    "recorded-date": "25-11-2025, 02:32:38",
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@@ -2010,7 +2010,7 @@
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-    "recorded-date": "24-11-2025, 19:37:49",
+    "recorded-date": "25-11-2025, 02:33:44",
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@@ -2155,7 +2155,7 @@
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-    "recorded-date": "24-11-2025, 19:36:37",
+    "recorded-date": "25-11-2025, 02:32:44",
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@@ -2296,7 +2296,7 @@
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-    "recorded-date": "24-11-2025, 19:39:48",
+    "recorded-date": "25-11-2025, 02:35:07",
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@@ -2358,7 +2358,7 @@
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-    "recorded-date": "24-11-2025, 19:40:11",
+    "recorded-date": "25-11-2025, 02:35:27",
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@@ -2420,7 +2420,7 @@
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+    "recorded-date": "25-11-2025, 02:36:46",
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@@ -2481,7 +2481,7 @@
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-    "recorded-date": "24-11-2025, 19:40:15",
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@@ -2543,7 +2543,7 @@
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@@ -2605,7 +2605,7 @@
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+    "recorded-date": "25-11-2025, 02:35:00",
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@@ -2668,7 +2668,7 @@
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+    "recorded-date": "25-11-2025, 02:35:24",
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@@ -2730,7 +2730,7 @@
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@@ -2792,7 +2792,7 @@
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@@ -2854,7 +2854,7 @@
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@@ -2915,7 +2915,7 @@
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+    "recorded-date": "25-11-2025, 02:35:04",
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@@ -2978,7 +2978,7 @@
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-    "recorded-date": "24-11-2025, 19:39:43",
+    "recorded-date": "25-11-2025, 02:35:02",
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@@ -3041,7 +3041,7 @@
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+    "recorded-date": "25-11-2025, 02:34:57",
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@@ -3104,7 +3104,7 @@
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-    "recorded-date": "24-11-2025, 19:39:25",
+    "recorded-date": "25-11-2025, 02:34:43",
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@@ -3166,7 +3166,7 @@
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-    "recorded-date": "24-11-2025, 19:40:36",
+    "recorded-date": "25-11-2025, 02:35:47",
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@@ -3228,7 +3228,7 @@
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-    "recorded-date": "24-11-2025, 19:39:31",
+    "recorded-date": "25-11-2025, 02:34:50",
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@@ -3290,7 +3290,7 @@
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-    "recorded-date": "24-11-2025, 19:42:06",
+    "recorded-date": "25-11-2025, 02:37:16",
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@@ -3343,7 +3343,7 @@
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-    "recorded-date": "24-11-2025, 19:42:32",
+    "recorded-date": "25-11-2025, 02:37:24",
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@@ -3396,7 +3396,7 @@
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   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_runtime_wrapper_invoke[java8.al2]": {
-    "recorded-date": "24-11-2025, 19:41:58",
+    "recorded-date": "25-11-2025, 02:36:50",
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@@ -3449,7 +3449,7 @@
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@@ -3661,7 +3661,7 @@
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@@ -3714,7 +3714,7 @@
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@@ -3767,7 +3767,7 @@
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@@ -3820,7 +3820,7 @@
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@@ -3873,7 +3873,7 @@
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@@ -3926,7 +3926,7 @@
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@@ -3979,7 +3979,7 @@
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@@ -4032,47 +4032,47 @@
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@@ -4219,7 +4219,7 @@
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@@ -4281,7 +4281,7 @@
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@@ -4334,35 +4334,35 @@
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+    "recorded-date": "25-11-2025, 02:31:46",
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+    "recorded-date": "25-11-2025, 02:33:32",
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@@ -4507,7 +4507,7 @@
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-    "recorded-date": "24-11-2025, 19:40:20",
+    "recorded-date": "25-11-2025, 02:35:36",
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@@ -4569,7 +4569,7 @@
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+    "recorded-date": "25-11-2025, 02:36:55",
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@@ -4622,15 +4622,15 @@
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-    "recorded-date": "24-11-2025, 19:42:54",
+    "recorded-date": "25-11-2025, 02:38:44",
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   },
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-    "recorded-date": "24-11-2025, 19:34:21",
+    "recorded-date": "25-11-2025, 02:30:40",
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-    "recorded-date": "24-11-2025, 19:36:45",
+    "recorded-date": "25-11-2025, 02:32:49",
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@@ -4773,7 +4773,7 @@
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+    "recorded-date": "25-11-2025, 02:34:55",
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@@ -4836,7 +4836,7 @@
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+    "recorded-date": "25-11-2025, 02:37:10",
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@@ -4889,15 +4889,15 @@
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-    "recorded-date": "24-11-2025, 19:45:42",
+    "recorded-date": "25-11-2025, 02:39:35",
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-    "recorded-date": "24-11-2025, 19:33:40",
+    "recorded-date": "25-11-2025, 02:30:12",
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-    "recorded-date": "24-11-2025, 19:36:29",
+    "recorded-date": "25-11-2025, 02:32:36",
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@@ -5036,7 +5036,7 @@
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-    "recorded-date": "24-11-2025, 19:39:23",
+    "recorded-date": "25-11-2025, 02:34:40",
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@@ -5098,7 +5098,7 @@
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+    "recorded-date": "25-11-2025, 02:36:52",
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@@ -5151,15 +5151,15 @@
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-    "recorded-date": "24-11-2025, 19:44:50",
+    "recorded-date": "25-11-2025, 02:38:39",
     "recorded-content": {}
   },
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+    "recorded-date": "25-11-2025, 02:31:51",
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+    "recorded-date": "25-11-2025, 02:33:34",
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@@ -5304,7 +5304,7 @@
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+    "recorded-date": "25-11-2025, 02:35:39",
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@@ -5366,7 +5366,7 @@
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+    "recorded-date": "25-11-2025, 02:37:43",
     "recorded-content": {
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@@ -5419,23 +5419,23 @@
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-    "recorded-date": "24-11-2025, 19:44:22",
+    "recorded-date": "25-11-2025, 02:41:42",
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+    "recorded-date": "25-11-2025, 02:30:04",
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   },
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+    "recorded-date": "25-11-2025, 02:31:18",
     "recorded-content": {}
   },
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+    "recorded-date": "25-11-2025, 02:30:36",
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   },
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-    "recorded-date": "24-11-2025, 19:36:42",
+    "recorded-date": "25-11-2025, 02:32:46",
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@@ -5578,7 +5578,7 @@
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   },
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-    "recorded-date": "24-11-2025, 19:37:12",
+    "recorded-date": "25-11-2025, 02:33:13",
     "recorded-content": {
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@@ -5713,7 +5713,7 @@
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-    "recorded-date": "24-11-2025, 19:39:33",
+    "recorded-date": "25-11-2025, 02:34:53",
     "recorded-content": {
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@@ -5776,7 +5776,7 @@
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   },
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-    "recorded-date": "24-11-2025, 19:40:01",
+    "recorded-date": "25-11-2025, 02:35:18",
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@@ -5838,7 +5838,7 @@
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+    "recorded-date": "25-11-2025, 02:37:32",
     "recorded-content": {
       "create_function_result": {
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@@ -5891,7 +5891,7 @@
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-    "recorded-date": "24-11-2025, 19:42:38",
+    "recorded-date": "25-11-2025, 02:37:13",
     "recorded-content": {
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@@ -5944,15 +5944,15 @@
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-    "recorded-date": "24-11-2025, 19:44:40",
+    "recorded-date": "25-11-2025, 02:41:18",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaCallingLocalstack::test_manual_endpoint_injection[java25]": {
-    "recorded-date": "24-11-2025, 19:45:39",
+    "recorded-date": "25-11-2025, 02:40:06",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_introspection_invoke[nodejs24.x]": {
-    "recorded-date": "24-11-2025, 19:36:26",
+    "recorded-date": "25-11-2025, 02:32:33",
     "recorded-content": {
       "create_function_result": {
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@@ -6091,7 +6091,7 @@
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   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_uncaught_exception_invoke[nodejs24.x]": {
-    "recorded-date": "24-11-2025, 19:39:21",
+    "recorded-date": "25-11-2025, 02:34:38",
     "recorded-content": {
       "create_function_result": {
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@@ -6153,7 +6153,7 @@
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+    "recorded-date": "25-11-2025, 02:37:07",
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       "create_function_result": {
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@@ -6206,7 +6206,7 @@
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-    "recorded-date": "24-11-2025, 19:44:28",
+    "recorded-date": "25-11-2025, 02:39:32",
     "recorded-content": {}
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 }
diff --git a/tests/aws/services/lambda_/test_lambda_common.validation.json b/tests/aws/services/lambda_/test_lambda_common.validation.json
index 7cbb0501b0f61..03b291453795d 100644
--- a/tests/aws/services/lambda_/test_lambda_common.validation.json
+++ b/tests/aws/services/lambda_/test_lambda_common.validation.json
@@ -1,1046 +1,1046 @@
 {
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaCallingLocalstack::test_manual_endpoint_injection[dotnet6]": {
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+    "last_validated_date": "2025-11-25T02:36:52+00:00",
     "durations_in_seconds": {
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-      "call": 2.3,
-      "teardown": 0.36,
-      "total": 2.67
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+      "call": 2.21,
+      "teardown": 0.28,
+      "total": 2.49
     }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_runtime_wrapper_invoke[nodejs24.x]": {
-    "last_validated_date": "2025-11-24T19:42:09+00:00",
+    "last_validated_date": "2025-11-25T02:37:07+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
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-      "teardown": 0.36,
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+      "teardown": 0.26,
+      "total": 2.45
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   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_runtime_wrapper_invoke[python3.10]": {
-    "last_validated_date": "2025-11-24T19:42:47+00:00",
+    "last_validated_date": "2025-11-25T02:37:02+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 2.29,
-      "teardown": 0.38,
-      "total": 2.67
+      "call": 2.08,
+      "teardown": 0.28,
+      "total": 2.36
     }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_runtime_wrapper_invoke[python3.11]": {
-    "last_validated_date": "2025-11-24T19:41:51+00:00",
+    "last_validated_date": "2025-11-25T02:36:57+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 2.29,
-      "teardown": 0.32,
-      "total": 2.61
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+      "teardown": 0.29,
+      "total": 2.29
     }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_runtime_wrapper_invoke[python3.12]": {
-    "last_validated_date": "2025-11-24T19:42:12+00:00",
+    "last_validated_date": "2025-11-25T02:36:59+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 2.3,
-      "teardown": 0.36,
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+      "teardown": 0.24,
+      "total": 2.21
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   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_runtime_wrapper_invoke[python3.13]": {
-    "last_validated_date": "2025-11-24T19:42:41+00:00",
+    "last_validated_date": "2025-11-25T02:37:10+00:00",
     "durations_in_seconds": {
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+      "call": 2.12,
+      "teardown": 0.26,
+      "total": 2.39
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   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_runtime_wrapper_invoke[python3.14]": {
-    "last_validated_date": "2025-11-24T19:42:18+00:00",
+    "last_validated_date": "2025-11-25T02:37:32+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
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-      "teardown": 0.26,
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+      "call": 2.23,
+      "teardown": 0.29,
+      "total": 2.52
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   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_runtime_wrapper_invoke[python3.8]": {
-    "last_validated_date": "2025-11-24T19:42:06+00:00",
+    "last_validated_date": "2025-11-25T02:37:16+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
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-      "teardown": 0.35,
-      "total": 2.86
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+      "teardown": 0.23,
+      "total": 2.38
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   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_runtime_wrapper_invoke[python3.9]": {
-    "last_validated_date": "2025-11-24T19:42:01+00:00",
+    "last_validated_date": "2025-11-25T02:37:30+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 2.36,
+      "call": 2.22,
       "teardown": 0.3,
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+      "total": 2.52
     }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_runtime_wrapper_invoke[ruby3.2]": {
-    "last_validated_date": "2025-11-24T19:42:15+00:00",
+    "last_validated_date": "2025-11-25T02:37:37+00:00",
     "durations_in_seconds": {
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-      "call": 2.61,
-      "teardown": 0.36,
-      "total": 2.97
+      "setup": 0.01,
+      "call": 2.31,
+      "teardown": 0.29,
+      "total": 2.61
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   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_runtime_wrapper_invoke[ruby3.3]": {
-    "last_validated_date": "2025-11-24T19:41:48+00:00",
+    "last_validated_date": "2025-11-25T02:36:55+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 2.48,
-      "teardown": 0.28,
-      "total": 2.76
+      "call": 2.42,
+      "teardown": 0.22,
+      "total": 2.64
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   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_runtime_wrapper_invoke[ruby3.4]": {
-    "last_validated_date": "2025-11-24T19:42:03+00:00",
+    "last_validated_date": "2025-11-25T02:37:43+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 2.5,
-      "teardown": 0.36,
-      "total": 2.86
+      "call": 2.21,
+      "teardown": 0.24,
+      "total": 2.45
     }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_uncaught_exception_invoke[dotnet6]": {
-    "last_validated_date": "2025-11-24T19:40:36+00:00",
+    "last_validated_date": "2025-11-25T02:35:47+00:00",
     "durations_in_seconds": {
-      "setup": 10.25,
-      "call": 2.8,
-      "teardown": 0.35,
-      "total": 13.4
+      "setup": 5.56,
+      "call": 2.36,
+      "teardown": 0.22,
+      "total": 8.14
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   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_uncaught_exception_invoke[dotnet8]": {
-    "last_validated_date": "2025-11-24T19:40:50+00:00",
+    "last_validated_date": "2025-11-25T02:35:56+00:00",
     "durations_in_seconds": {
-      "setup": 10.64,
-      "call": 2.95,
-      "teardown": 0.27,
-      "total": 13.86
+      "setup": 6.42,
+      "call": 2.35,
+      "teardown": 0.28,
+      "total": 9.05
     }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_uncaught_exception_invoke[java11]": {
-    "last_validated_date": "2025-11-24T19:40:11+00:00",
+    "last_validated_date": "2025-11-25T02:35:27+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 2.92,
-      "teardown": 0.26,
-      "total": 3.18
+      "call": 2.81,
+      "teardown": 0.22,
+      "total": 3.03
     }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_uncaught_exception_invoke[java17]": {
-    "last_validated_date": "2025-11-24T19:40:08+00:00",
+    "last_validated_date": "2025-11-25T02:35:24+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 2.82,
-      "teardown": 0.28,
-      "total": 3.1
+      "call": 2.63,
+      "teardown": 0.21,
+      "total": 2.84
     }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_uncaught_exception_invoke[java21]": {
-    "last_validated_date": "2025-11-24T19:40:05+00:00",
+    "last_validated_date": "2025-11-25T02:35:21+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 2.93,
-      "teardown": 0.27,
-      "total": 3.2
+      "call": 2.86,
+      "teardown": 0.22,
+      "total": 3.08
     }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_uncaught_exception_invoke[java25]": {
-    "last_validated_date": "2025-11-24T19:40:01+00:00",
+    "last_validated_date": "2025-11-25T02:35:18+00:00",
     "durations_in_seconds": {
-      "setup": 9.84,
-      "call": 3.31,
-      "teardown": 0.29,
-      "total": 13.44
+      "setup": 7.87,
+      "call": 3.04,
+      "teardown": 0.33,
+      "total": 11.24
     }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_uncaught_exception_invoke[java8.al2]": {
-    "last_validated_date": "2025-11-24T19:40:15+00:00",
+    "last_validated_date": "2025-11-25T02:35:31+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 3.42,
-      "teardown": 0.27,
-      "total": 3.69
+      "call": 3.59,
+      "teardown": 0.39,
+      "total": 3.98
     }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_uncaught_exception_invoke[nodejs16.x]": {
-    "last_validated_date": "2025-11-24T19:39:31+00:00",
+    "last_validated_date": "2025-11-25T02:34:50+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 2.29,
-      "teardown": 0.37,
-      "total": 2.66
+      "call": 4.45,
+      "teardown": 0.24,
+      "total": 4.69
     }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_uncaught_exception_invoke[nodejs18.x]": {
-    "last_validated_date": "2025-11-24T19:39:28+00:00",
+    "last_validated_date": "2025-11-25T02:34:45+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 2.15,
-      "teardown": 0.28,
-      "total": 2.43
+      "call": 2.08,
+      "teardown": 0.37,
+      "total": 2.45
     }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_uncaught_exception_invoke[nodejs20.x]": {
-    "last_validated_date": "2025-11-24T19:39:25+00:00",
+    "last_validated_date": "2025-11-25T02:34:43+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 2.15,
-      "teardown": 0.28,
-      "total": 2.43
+      "call": 2.22,
+      "teardown": 0.25,
+      "total": 2.47
     }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_uncaught_exception_invoke[nodejs22.x]": {
-    "last_validated_date": "2025-11-24T19:39:23+00:00",
+    "last_validated_date": "2025-11-25T02:34:40+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 2.11,
-      "teardown": 0.28,
-      "total": 2.39
+      "call": 2.22,
+      "teardown": 0.23,
+      "total": 2.45
     }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_uncaught_exception_invoke[nodejs24.x]": {
-    "last_validated_date": "2025-11-24T19:39:21+00:00",
+    "last_validated_date": "2025-11-25T02:34:38+00:00",
     "durations_in_seconds": {
-      "setup": 0.01,
-      "call": 2.23,
-      "teardown": 0.38,
-      "total": 2.62
+      "setup": 0.02,
+      "call": 2.32,
+      "teardown": 0.23,
+      "total": 2.57
     }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_uncaught_exception_invoke[provided.al2023]": {
-    "last_validated_date": "2025-11-24T19:41:38+00:00",
+    "last_validated_date": "2025-11-25T02:36:41+00:00",
     "durations_in_seconds": {
-      "setup": 33.7,
-      "call": 14.12,
-      "teardown": 0.28,
-      "total": 48.1
+      "setup": 34.99,
+      "call": 9.78,
+      "teardown": 0.25,
+      "total": 45.02
     }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_uncaught_exception_invoke[provided.al2]": {
-    "last_validated_date": "2025-11-24T19:41:46+00:00",
+    "last_validated_date": "2025-11-25T02:36:46+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 7.44,
-      "teardown": 0.33,
-      "total": 7.77
+      "call": 5.08,
+      "teardown": 0.23,
+      "total": 5.31
     }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_uncaught_exception_invoke[python3.10]": {
-    "last_validated_date": "2025-11-24T19:39:43+00:00",
+    "last_validated_date": "2025-11-25T02:35:02+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 2.04,
-      "teardown": 0.31,
-      "total": 2.35
+      "call": 2.07,
+      "teardown": 0.27,
+      "total": 2.34
     }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_uncaught_exception_invoke[python3.11]": {
-    "last_validated_date": "2025-11-24T19:39:41+00:00",
+    "last_validated_date": "2025-11-25T02:35:00+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 2.17,
-      "teardown": 0.27,
+      "call": 2.2,
+      "teardown": 0.24,
       "total": 2.44
     }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_uncaught_exception_invoke[python3.12]": {
-    "last_validated_date": "2025-11-24T19:39:38+00:00",
+    "last_validated_date": "2025-11-25T02:34:57+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 2.13,
-      "teardown": 0.3,
-      "total": 2.43
+      "call": 2.0,
+      "teardown": 0.27,
+      "total": 2.27
     }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_uncaught_exception_invoke[python3.13]": {
-    "last_validated_date": "2025-11-24T19:39:36+00:00",
+    "last_validated_date": "2025-11-25T02:34:55+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 2.29,
-      "teardown": 0.3,
-      "total": 2.59
+      "call": 2.09,
+      "teardown": 0.25,
+      "total": 2.34
     }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_uncaught_exception_invoke[python3.14]": {
-    "last_validated_date": "2025-11-24T19:39:33+00:00",
+    "last_validated_date": "2025-11-25T02:34:53+00:00",
     "durations_in_seconds": {
       "setup": 0.01,
-      "call": 2.24,
-      "teardown": 0.4,
-      "total": 2.65
+      "call": 2.2,
+      "teardown": 0.36,
+      "total": 2.57
     }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_uncaught_exception_invoke[python3.8]": {
-    "last_validated_date": "2025-11-24T19:39:48+00:00",
+    "last_validated_date": "2025-11-25T02:35:07+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 2.16,
-      "teardown": 0.29,
-      "total": 2.45
+      "call": 2.12,
+      "teardown": 0.25,
+      "total": 2.37
     }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_uncaught_exception_invoke[python3.9]": {
-    "last_validated_date": "2025-11-24T19:39:46+00:00",
+    "last_validated_date": "2025-11-25T02:35:04+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 2.17,
-      "teardown": 0.28,
-      "total": 2.45
+      "call": 2.16,
+      "teardown": 0.23,
+      "total": 2.39
     }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_uncaught_exception_invoke[ruby3.2]": {
-    "last_validated_date": "2025-11-24T19:40:17+00:00",
+    "last_validated_date": "2025-11-25T02:35:34+00:00",
     "durations_in_seconds": {
       "setup": 0.01,
-      "call": 2.38,
-      "teardown": 0.26,
-      "total": 2.65
+      "call": 2.29,
+      "teardown": 0.36,
+      "total": 2.66
     }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_uncaught_exception_invoke[ruby3.3]": {
-    "last_validated_date": "2025-11-24T19:40:20+00:00",
+    "last_validated_date": "2025-11-25T02:35:36+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 2.25,
-      "teardown": 0.31,
+      "call": 2.24,
+      "teardown": 0.32,
       "total": 2.56
     }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_uncaught_exception_invoke[ruby3.4]": {
-    "last_validated_date": "2025-11-24T19:40:23+00:00",
+    "last_validated_date": "2025-11-25T02:35:39+00:00",
     "durations_in_seconds": {
-      "setup": 0.01,
-      "call": 2.3,
-      "teardown": 0.34,
-      "total": 2.65
+      "setup": 0.0,
+      "call": 2.47,
+      "teardown": 0.29,
+      "total": 2.76
     }
   }
 }
diff --git a/tests/aws/services/lambda_/test_lambda_destinations.py b/tests/aws/services/lambda_/test_lambda_destinations.py
index f392b7158a77e..cff5c908cc8be 100644
--- a/tests/aws/services/lambda_/test_lambda_destinations.py
+++ b/tests/aws/services/lambda_/test_lambda_destinations.py
@@ -238,7 +238,9 @@ def receive_message():
         receive_message_result = retry(receive_message, retries=120, sleep=3)
         snapshot.match("receive_message_result", receive_message_result)
 
-    @markers.snapshot.skip_snapshot_verify(paths=["$..Body.requestContext.functionArn"])
+    @markers.snapshot.skip_snapshot_verify(
+        paths=["$..Body.requestContext.functionArn", "$..Messages..Attributes.AWSTraceHeader"]
+    )
     @markers.aws.validated
     @markers.requires_in_process
     def test_retries(
@@ -264,6 +266,7 @@ def test_retries(
                 "MD5OfBody", value_replacement="<md5-body>", reference_replacement=False
             )
         )
+        snapshot.add_transformer(snapshot.transform.key_value("AWSTraceHeader"))
 
         test_delay_base = 60
         if not is_aws_cloud():
@@ -357,7 +360,13 @@ def msg_in_queue():
         assert len(set(request_ids)) == 1  # all 3 are equal
 
     @markers.snapshot.skip_snapshot_verify(
-        paths=["$..SenderId", "$..Body.requestContext.functionArn"]
+        paths=[
+            # TODO since LS SQS uses the account id as SenderId, it is the same in both events, while it differs on AWS
+            "$..SenderId",
+            # TODO LS SQS uses the account id as SenderId, which in turn get mixed up with the account id in arn
+            "$..Body.requestContext.functionArn",
+            "$..Attributes.AWSTraceHeader",
+        ]
     )
     @markers.aws.validated
     def test_maxeventage(
@@ -384,6 +393,7 @@ def test_maxeventage(
                 "MD5OfBody", value_replacement="<md5-body>", reference_replacement=False
             )
         )
+        snapshot.add_transformer(snapshot.transform.key_value("AWSTraceHeader"))
 
         queue_name = f"destination-queue-{short_uid()}"
         fn_name = f"retry-fn-{short_uid()}"
diff --git a/tests/aws/services/lambda_/test_lambda_destinations.snapshot.json b/tests/aws/services/lambda_/test_lambda_destinations.snapshot.json
index 0775ff1fc5f4b..c7f94c277a0b4 100644
--- a/tests/aws/services/lambda_/test_lambda_destinations.snapshot.json
+++ b/tests/aws/services/lambda_/test_lambda_destinations.snapshot.json
@@ -62,7 +62,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_destinations.py::TestLambdaDestinationSqs::test_assess_lambda_destination_invocation[payload0]": {
-    "recorded-date": "21-03-2024, 12:26:43",
+    "recorded-date": "24-11-2025, 23:11:08",
     "recorded-content": {
       "put_function_event_invoke_config": {
         "DestinationConfig": {
@@ -125,7 +125,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_destinations.py::TestLambdaDestinationSqs::test_assess_lambda_destination_invocation[payload1]": {
-    "recorded-date": "21-03-2024, 12:26:48",
+    "recorded-date": "24-11-2025, 23:11:12",
     "recorded-content": {
       "put_function_event_invoke_config": {
         "DestinationConfig": {
@@ -186,7 +186,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_destinations.py::TestLambdaDLQ::test_dead_letter_queue": {
-    "recorded-date": "17-06-2024, 11:49:58",
+    "recorded-date": "24-11-2025, 23:11:05",
     "recorded-content": {
       "create_lambda_with_dlq": {
         "CreateEventSourceMappingResponse": null,
@@ -344,22 +344,23 @@
           "START RequestId: <uuid:4> Version: $LATEST",
           "Lambda log message - print function",
           "[INFO]\tdate\t<uuid:4>\tLambda log message - logging module",
-          "LAMBDA_WARNING: Unhandled exception. The most likely cause is an issue in the function code. However, in rare cases, a Lambda runtime update can cause unexpected function behavior. For functions using managed runtimes, runtime updates can be triggered by a function change, or can be applied automatically. To determine if the runtime has been updated, check the runtime version in the INIT_START log entry. If this error correlates with a change in the runtime version, you may be able to mitigate this error by temporarily rolling back to the previous runtime version. For more information, see https://docs.aws.amazon.com/lambda/latest/dg/runtimes-update.html",
           "[ERROR] Exception: Test exception (this is intentional)",
           "Traceback (most recent call last):",
           "\u00a0\u00a0File \"/var/task/handler.py\", line 55, in handler",
-          "\u00a0\u00a0\u00a0\u00a0raise Exception(\"Test exception (this is intentional)\")END RequestId: <uuid:4>"
+          "\u00a0\u00a0\u00a0\u00a0raise Exception(\"Test exception (this is intentional)\")",
+          "END RequestId: <uuid:4>"
         ]
       }
     }
   },
   "tests/aws/services/lambda_/test_lambda_destinations.py::TestLambdaDestinationSqs::test_retries": {
-    "recorded-date": "22-03-2023, 18:50:18",
+    "recorded-date": "25-11-2025, 22:18:25",
     "recorded-content": {
       "queue_destination_payload": {
         "Messages": [
           {
             "Attributes": {
+              "AWSTraceHeader": "<a-w-s-trace-header:1>",
               "ApproximateFirstReceiveTimestamp": "timestamp",
               "ApproximateReceiveCount": "2",
               "SenderId": "<sender-id:1>",
@@ -404,10 +405,11 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_destinations.py::TestLambdaDestinationSqs::test_maxeventage": {
-    "recorded-date": "22-03-2023, 18:52:05",
+    "recorded-date": "27-11-2025, 02:28:57",
     "recorded-content": {
       "no_retry_failure_message": {
         "Attributes": {
+          "AWSTraceHeader": "<a-w-s-trace-header:1>",
           "ApproximateFirstReceiveTimestamp": "timestamp",
           "ApproximateReceiveCount": "1",
           "SenderId": "<sender-id:1>",
@@ -445,6 +447,7 @@
       },
       "single_retry_failure_message": {
         "Attributes": {
+          "AWSTraceHeader": "<a-w-s-trace-header:2>",
           "ApproximateFirstReceiveTimestamp": "timestamp",
           "ApproximateReceiveCount": "1",
           "SenderId": "<sender-id:2>",
@@ -483,7 +486,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_destinations.py::TestLambdaDestinationSqs::test_lambda_destination_default_retries": {
-    "recorded-date": "21-03-2024, 12:24:09",
+    "recorded-date": "24-11-2025, 23:14:10",
     "recorded-content": {
       "put_function_event_invoke_config": {
         "DestinationConfig": {
@@ -543,7 +546,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_destinations.py::TestLambdaDestinationEventbridge::test_invoke_lambda_eventbridge": {
-    "recorded-date": "19-11-2024, 08:49:47",
+    "recorded-date": "24-11-2025, 23:21:20",
     "recorded-content": {
       "lambda_destination_event_bus_success": {
         "account": "111111111111",
diff --git a/tests/aws/services/lambda_/test_lambda_destinations.validation.json b/tests/aws/services/lambda_/test_lambda_destinations.validation.json
index 01ad2cef6650d..d4e405d4aff96 100644
--- a/tests/aws/services/lambda_/test_lambda_destinations.validation.json
+++ b/tests/aws/services/lambda_/test_lambda_destinations.validation.json
@@ -1,23 +1,65 @@
 {
   "tests/aws/services/lambda_/test_lambda_destinations.py::TestLambdaDLQ::test_dead_letter_queue": {
-    "last_validated_date": "2024-06-17T11:49:58+00:00"
+    "last_validated_date": "2025-11-24T23:11:05+00:00",
+    "durations_in_seconds": {
+      "setup": 11.02,
+      "call": 176.18,
+      "teardown": 0.76,
+      "total": 187.96
+    }
   },
   "tests/aws/services/lambda_/test_lambda_destinations.py::TestLambdaDestinationEventbridge::test_invoke_lambda_eventbridge": {
-    "last_validated_date": "2024-11-19T08:54:21+00:00"
+    "last_validated_date": "2025-11-24T23:22:15+00:00",
+    "durations_in_seconds": {
+      "setup": 100.97,
+      "call": 21.64,
+      "teardown": 55.12,
+      "total": 177.73
+    }
   },
   "tests/aws/services/lambda_/test_lambda_destinations.py::TestLambdaDestinationSqs::test_assess_lambda_destination_invocation[payload0]": {
-    "last_validated_date": "2024-03-21T12:26:43+00:00"
+    "last_validated_date": "2025-11-24T23:11:09+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 2.93,
+      "teardown": 0.6,
+      "total": 3.53
+    }
   },
   "tests/aws/services/lambda_/test_lambda_destinations.py::TestLambdaDestinationSqs::test_assess_lambda_destination_invocation[payload1]": {
-    "last_validated_date": "2024-03-21T12:26:48+00:00"
+    "last_validated_date": "2025-11-24T23:11:13+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 3.09,
+      "teardown": 0.74,
+      "total": 3.83
+    }
   },
   "tests/aws/services/lambda_/test_lambda_destinations.py::TestLambdaDestinationSqs::test_lambda_destination_default_retries": {
-    "last_validated_date": "2024-03-21T12:24:09+00:00"
+    "last_validated_date": "2025-11-24T23:14:11+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 177.39,
+      "teardown": 0.87,
+      "total": 178.26
+    }
   },
   "tests/aws/services/lambda_/test_lambda_destinations.py::TestLambdaDestinationSqs::test_maxeventage": {
-    "last_validated_date": "2023-03-22T17:52:05+00:00"
+    "last_validated_date": "2025-11-27T02:28:58+00:00",
+    "durations_in_seconds": {
+      "setup": 11.21,
+      "call": 72.08,
+      "teardown": 1.45,
+      "total": 84.74
+    }
   },
   "tests/aws/services/lambda_/test_lambda_destinations.py::TestLambdaDestinationSqs::test_retries": {
-    "last_validated_date": "2023-03-22T17:50:18+00:00"
+    "last_validated_date": "2025-11-25T22:18:25+00:00",
+    "durations_in_seconds": {
+      "setup": 10.92,
+      "call": 218.7,
+      "teardown": 1.26,
+      "total": 230.88
+    }
   }
 }
diff --git a/tests/aws/services/lambda_/test_lambda_integration_xray.snapshot.json b/tests/aws/services/lambda_/test_lambda_integration_xray.snapshot.json
new file mode 100644
index 0000000000000..c8fb4f96a01fc
--- /dev/null
+++ b/tests/aws/services/lambda_/test_lambda_integration_xray.snapshot.json
@@ -0,0 +1,6 @@
+{
+  "tests/aws/services/lambda_/test_lambda_integration_xray.py::test_xray_trace_propagation": {
+    "recorded-date": "24-11-2025, 23:08:06",
+    "recorded-content": {}
+  }
+}
diff --git a/tests/aws/services/lambda_/test_lambda_integration_xray.validation.json b/tests/aws/services/lambda_/test_lambda_integration_xray.validation.json
new file mode 100644
index 0000000000000..a84c2234ed5e1
--- /dev/null
+++ b/tests/aws/services/lambda_/test_lambda_integration_xray.validation.json
@@ -0,0 +1,29 @@
+{
+  "tests/aws/services/lambda_/test_lambda_integration_xray.py::test_traceid_outside_handler[Active]": {
+    "last_validated_date": "2025-11-24T23:08:01+00:00",
+    "durations_in_seconds": {
+      "setup": 10.9,
+      "call": 3.31,
+      "teardown": 0.57,
+      "total": 14.78
+    }
+  },
+  "tests/aws/services/lambda_/test_lambda_integration_xray.py::test_traceid_outside_handler[PassThrough]": {
+    "last_validated_date": "2025-11-24T23:08:04+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 3.02,
+      "teardown": 0.28,
+      "total": 3.3
+    }
+  },
+  "tests/aws/services/lambda_/test_lambda_integration_xray.py::test_xray_trace_propagation": {
+    "last_validated_date": "2025-11-24T23:08:07+00:00",
+    "durations_in_seconds": {
+      "setup": 0.3,
+      "call": 1.91,
+      "teardown": 1.1,
+      "total": 3.31
+    }
+  }
+}
diff --git a/tests/aws/services/lambda_/test_lambda_performance.validation.json b/tests/aws/services/lambda_/test_lambda_performance.validation.json
index 98ef9fb3d805a..75d4e556934a4 100644
--- a/tests/aws/services/lambda_/test_lambda_performance.validation.json
+++ b/tests/aws/services/lambda_/test_lambda_performance.validation.json
@@ -1,14 +1,56 @@
 {
+  "tests/aws/services/lambda_/test_lambda_performance.py::test_invoke_warm_start": {
+    "last_validated_date": "2025-11-24T23:08:24+00:00",
+    "durations_in_seconds": {
+      "setup": 10.76,
+      "call": 23.36,
+      "teardown": 0.74,
+      "total": 34.86
+    }
+  },
+  "tests/aws/services/lambda_/test_lambda_performance.py::test_lambda_event_invoke": {
+    "last_validated_date": "2025-11-24T23:42:48+00:00",
+    "durations_in_seconds": {
+      "setup": 0.57,
+      "call": 2017.8,
+      "teardown": 2.58,
+      "total": 2020.95
+    }
+  },
   "tests/aws/services/lambda_/test_lambda_performance.py::test_number_of_function_versions_async": {
-    "last_validated_date": "2024-02-08T17:18:44+00:00"
+    "last_validated_date": "2025-11-24T23:08:48+00:00",
+    "durations_in_seconds": {
+      "setup": 0.64,
+      "call": 10.83,
+      "teardown": 1.51,
+      "total": 12.98
+    }
   },
   "tests/aws/services/lambda_/test_lambda_performance.py::test_number_of_function_versions_sync": {
-    "last_validated_date": "2024-02-08T17:01:53+00:00"
+    "last_validated_date": "2025-11-24T23:08:35+00:00",
+    "durations_in_seconds": {
+      "setup": 0.65,
+      "call": 8.5,
+      "teardown": 1.5,
+      "total": 10.65
+    }
   },
   "tests/aws/services/lambda_/test_lambda_performance.py::test_number_of_functions_async": {
-    "last_validated_date": "2024-02-08T17:55:20+00:00"
+    "last_validated_date": "2025-11-24T23:09:07+00:00",
+    "durations_in_seconds": {
+      "setup": 0.59,
+      "call": 8.85,
+      "teardown": 2.01,
+      "total": 11.45
+    }
   },
   "tests/aws/services/lambda_/test_lambda_performance.py::test_number_of_functions_sync": {
-    "last_validated_date": "2024-02-08T17:50:10+00:00"
+    "last_validated_date": "2025-11-24T23:08:56+00:00",
+    "durations_in_seconds": {
+      "setup": 0.57,
+      "call": 5.6,
+      "teardown": 1.9,
+      "total": 8.07
+    }
   }
 }
diff --git a/tests/aws/services/lambda_/test_lambda_runtimes.snapshot.json b/tests/aws/services/lambda_/test_lambda_runtimes.snapshot.json
index bbc7e7a8341d9..6d02d54a1ba6d 100644
--- a/tests/aws/services/lambda_/test_lambda_runtimes.snapshot.json
+++ b/tests/aws/services/lambda_/test_lambda_runtimes.snapshot.json
@@ -1,6 +1,6 @@
 {
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestNodeJSRuntimes::test_invoke_nodejs_es6_lambda[nodejs20.x]": {
-    "recorded-date": "24-11-2025, 20:20:12",
+    "recorded-date": "25-11-2025, 02:26:40",
     "recorded-content": {
       "creation-result": {
         "CreateEventSourceMappingResponse": null,
@@ -66,7 +66,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestNodeJSRuntimes::test_invoke_nodejs_es6_lambda[nodejs18.x]": {
-    "recorded-date": "24-11-2025, 20:20:23",
+    "recorded-date": "25-11-2025, 02:26:46",
     "recorded-content": {
       "creation-result": {
         "CreateEventSourceMappingResponse": null,
@@ -132,7 +132,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestNodeJSRuntimes::test_invoke_nodejs_es6_lambda[nodejs16.x]": {
-    "recorded-date": "24-11-2025, 20:20:33",
+    "recorded-date": "25-11-2025, 02:27:00",
     "recorded-content": {
       "creation-result": {
         "CreateEventSourceMappingResponse": null,
@@ -198,7 +198,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestJavaRuntimes::test_java_runtime_with_lib": {
-    "recorded-date": "24-11-2025, 20:20:51",
+    "recorded-date": "25-11-2025, 02:27:16",
     "recorded-content": {
       "create-result-jar-with-lib": {
         "CreateEventSourceMappingResponse": null,
@@ -377,7 +377,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestJavaRuntimes::test_stream_handler[java21]": {
-    "recorded-date": "24-11-2025, 20:20:58",
+    "recorded-date": "25-11-2025, 02:27:23",
     "recorded-content": {
       "invoke_result": {
         "ExecutedVersion": "$LATEST",
@@ -391,7 +391,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestJavaRuntimes::test_stream_handler[java17]": {
-    "recorded-date": "24-11-2025, 20:21:02",
+    "recorded-date": "25-11-2025, 02:27:26",
     "recorded-content": {
       "invoke_result": {
         "ExecutedVersion": "$LATEST",
@@ -405,7 +405,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestJavaRuntimes::test_stream_handler[java11]": {
-    "recorded-date": "24-11-2025, 20:21:05",
+    "recorded-date": "25-11-2025, 02:27:29",
     "recorded-content": {
       "invoke_result": {
         "ExecutedVersion": "$LATEST",
@@ -419,7 +419,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestJavaRuntimes::test_stream_handler[java8.al2]": {
-    "recorded-date": "24-11-2025, 20:21:09",
+    "recorded-date": "25-11-2025, 02:27:33",
     "recorded-content": {
       "invoke_result": {
         "ExecutedVersion": "$LATEST",
@@ -433,7 +433,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestJavaRuntimes::test_serializable_input_object[java21]": {
-    "recorded-date": "24-11-2025, 20:22:23",
+    "recorded-date": "25-11-2025, 02:28:00",
     "recorded-content": {
       "create-result": {
         "CreateEventSourceMappingResponse": null,
@@ -500,7 +500,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestJavaRuntimes::test_serializable_input_object[java17]": {
-    "recorded-date": "24-11-2025, 20:22:36",
+    "recorded-date": "25-11-2025, 02:28:10",
     "recorded-content": {
       "create-result": {
         "CreateEventSourceMappingResponse": null,
@@ -567,7 +567,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestJavaRuntimes::test_serializable_input_object[java11]": {
-    "recorded-date": "24-11-2025, 20:22:48",
+    "recorded-date": "25-11-2025, 02:28:21",
     "recorded-content": {
       "create-result": {
         "CreateEventSourceMappingResponse": null,
@@ -634,7 +634,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestJavaRuntimes::test_serializable_input_object[java8.al2]": {
-    "recorded-date": "24-11-2025, 20:23:02",
+    "recorded-date": "25-11-2025, 02:28:32",
     "recorded-content": {
       "create-result": {
         "CreateEventSourceMappingResponse": null,
@@ -701,7 +701,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestJavaRuntimes::test_java_custom_handler_method_specification[cloud.localstack.sample.LambdaHandlerWithInterfaceAndCustom::handleRequestCustom-CUSTOM]": {
-    "recorded-date": "24-11-2025, 20:23:08",
+    "recorded-date": "25-11-2025, 02:28:38",
     "recorded-content": {
       "create-result": {
         "CreateEventSourceMappingResponse": null,
@@ -764,7 +764,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestJavaRuntimes::test_java_custom_handler_method_specification[cloud.localstack.sample.LambdaHandlerWithInterfaceAndCustom-INTERFACE]": {
-    "recorded-date": "24-11-2025, 20:23:20",
+    "recorded-date": "25-11-2025, 02:28:52",
     "recorded-content": {
       "create-result": {
         "CreateEventSourceMappingResponse": null,
@@ -827,7 +827,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestJavaRuntimes::test_java_custom_handler_method_specification[cloud.localstack.sample.LambdaHandlerWithInterfaceAndCustom::handleRequest-INTERFACE]": {
-    "recorded-date": "24-11-2025, 20:23:31",
+    "recorded-date": "25-11-2025, 02:28:58",
     "recorded-content": {
       "create-result": {
         "CreateEventSourceMappingResponse": null,
@@ -890,7 +890,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestJavaRuntimes::test_java_lambda_subscribe_sns_topic": {
-    "recorded-date": "24-11-2025, 20:24:09",
+    "recorded-date": "25-11-2025, 02:29:22",
     "recorded-content": {
       "get-function": {
         "Code": {
@@ -966,47 +966,47 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_handler_in_submodule[python3.12]": {
-    "recorded-date": "24-11-2025, 20:24:18",
+    "recorded-date": "25-11-2025, 02:29:31",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_handler_in_submodule[python3.11]": {
-    "recorded-date": "24-11-2025, 20:24:21",
+    "recorded-date": "25-11-2025, 02:29:34",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_handler_in_submodule[python3.10]": {
-    "recorded-date": "24-11-2025, 20:24:24",
+    "recorded-date": "25-11-2025, 02:29:37",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_handler_in_submodule[python3.9]": {
-    "recorded-date": "24-11-2025, 20:24:27",
+    "recorded-date": "25-11-2025, 02:29:39",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_handler_in_submodule[python3.8]": {
-    "recorded-date": "24-11-2025, 20:24:30",
+    "recorded-date": "25-11-2025, 02:29:42",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_python_runtime_correct_versions[python3.12]": {
-    "recorded-date": "24-11-2025, 20:24:38",
+    "recorded-date": "25-11-2025, 02:29:50",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_python_runtime_correct_versions[python3.11]": {
-    "recorded-date": "24-11-2025, 20:24:41",
+    "recorded-date": "25-11-2025, 02:29:52",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_python_runtime_correct_versions[python3.10]": {
-    "recorded-date": "24-11-2025, 20:24:43",
+    "recorded-date": "25-11-2025, 02:29:55",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_python_runtime_correct_versions[python3.9]": {
-    "recorded-date": "24-11-2025, 20:24:46",
+    "recorded-date": "25-11-2025, 02:29:58",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_python_runtime_correct_versions[python3.8]": {
-    "recorded-date": "24-11-2025, 20:24:49",
+    "recorded-date": "25-11-2025, 02:30:00",
     "recorded-content": {}
   },
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-    "recorded-date": "24-11-2025, 20:25:43",
+    "recorded-date": "25-11-2025, 02:30:08",
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         "Architectures": [
@@ -1067,7 +1067,7 @@
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-    "recorded-date": "24-11-2025, 20:25:53",
+    "recorded-date": "25-11-2025, 02:30:15",
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       "create_function_result": {
         "Architectures": [
@@ -1128,23 +1128,23 @@
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   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestGoProvidedRuntimes::test_manual_endpoint_injection[provided.al2023]": {
-    "recorded-date": "24-11-2025, 20:26:32",
+    "recorded-date": "25-11-2025, 02:30:24",
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-    "recorded-date": "24-11-2025, 20:26:54",
+    "recorded-date": "25-11-2025, 02:30:33",
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   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_handler_in_submodule[python3.13]": {
-    "recorded-date": "24-11-2025, 20:24:15",
+    "recorded-date": "25-11-2025, 02:29:28",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_python_runtime_correct_versions[python3.13]": {
-    "recorded-date": "24-11-2025, 20:24:35",
+    "recorded-date": "25-11-2025, 02:29:48",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestNodeJSRuntimes::test_invoke_nodejs_es6_lambda[nodejs22.x]": {
-    "recorded-date": "24-11-2025, 20:19:58",
+    "recorded-date": "25-11-2025, 02:26:34",
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@@ -1210,7 +1210,7 @@
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   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestCloudwatchLogs::test_multi_line_prints": {
-    "recorded-date": "24-11-2025, 20:27:04",
+    "recorded-date": "25-11-2025, 02:30:38",
     "recorded-content": {
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@@ -1273,15 +1273,15 @@
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-    "recorded-date": "24-11-2025, 20:24:12",
+    "recorded-date": "25-11-2025, 02:29:25",
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   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_python_runtime_correct_versions[python3.14]": {
-    "recorded-date": "24-11-2025, 20:24:32",
+    "recorded-date": "25-11-2025, 02:29:45",
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   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestJavaRuntimes::test_stream_handler[java25]": {
-    "recorded-date": "24-11-2025, 20:20:55",
+    "recorded-date": "25-11-2025, 02:27:19",
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@@ -1295,7 +1295,7 @@
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+    "recorded-date": "25-11-2025, 02:27:50",
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@@ -1362,7 +1362,7 @@
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diff --git a/tests/aws/services/lambda_/test_lambda_runtimes.validation.json b/tests/aws/services/lambda_/test_lambda_runtimes.validation.json
index 00d98ca84e96f..6ce946784dd34 100644
--- a/tests/aws/services/lambda_/test_lambda_runtimes.validation.json
+++ b/tests/aws/services/lambda_/test_lambda_runtimes.validation.json
@@ -1,353 +1,353 @@
 {
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-    "last_validated_date": "2025-11-24T20:25:43+00:00",
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     }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_handler_in_submodule[python3.9]": {
-    "last_validated_date": "2025-11-24T20:24:27+00:00",
+    "last_validated_date": "2025-11-25T02:29:39+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 2.61,
-      "teardown": 0.45,
-      "total": 3.06
+      "call": 2.26,
+      "teardown": 0.61,
+      "total": 2.87
     }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_python_runtime_correct_versions[python3.10]": {
-    "last_validated_date": "2025-11-24T20:24:43+00:00",
+    "last_validated_date": "2025-11-25T02:29:55+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 2.34,
-      "teardown": 0.51,
-      "total": 2.85
+      "call": 1.95,
+      "teardown": 0.55,
+      "total": 2.5
     }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_python_runtime_correct_versions[python3.11]": {
-    "last_validated_date": "2025-11-24T20:24:41+00:00",
+    "last_validated_date": "2025-11-25T02:29:52+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 2.28,
-      "teardown": 0.47,
-      "total": 2.75
+      "call": 2.01,
+      "teardown": 0.28,
+      "total": 2.29
     }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_python_runtime_correct_versions[python3.12]": {
-    "last_validated_date": "2025-11-24T20:24:38+00:00",
+    "last_validated_date": "2025-11-25T02:29:50+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 2.31,
-      "teardown": 0.38,
-      "total": 2.69
+      "call": 1.93,
+      "teardown": 0.52,
+      "total": 2.45
     }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_python_runtime_correct_versions[python3.13]": {
-    "last_validated_date": "2025-11-24T20:24:35+00:00",
+    "last_validated_date": "2025-11-25T02:29:48+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 2.28,
-      "teardown": 0.45,
-      "total": 2.73
+      "call": 2.04,
+      "teardown": 0.61,
+      "total": 2.65
     }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_python_runtime_correct_versions[python3.14]": {
-    "last_validated_date": "2025-11-24T20:24:32+00:00",
+    "last_validated_date": "2025-11-25T02:29:45+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 2.31,
-      "teardown": 0.48,
-      "total": 2.79
+      "call": 2.11,
+      "teardown": 0.57,
+      "total": 2.68
     }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_python_runtime_correct_versions[python3.8]": {
-    "last_validated_date": "2025-11-24T20:24:49+00:00",
+    "last_validated_date": "2025-11-25T02:30:00+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 2.42,
-      "teardown": 0.52,
-      "total": 2.94
+      "call": 2.21,
+      "teardown": 0.57,
+      "total": 2.78
     }
   },
   "tests/aws/services/lambda_/test_lambda_runtimes.py::TestPythonRuntimes::test_python_runtime_correct_versions[python3.9]": {
-    "last_validated_date": "2025-11-24T20:24:46+00:00",
+    "last_validated_date": "2025-11-25T02:29:58+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 2.4,
-      "teardown": 0.44,
-      "total": 2.84
+      "call": 1.99,
+      "teardown": 0.55,
+      "total": 2.54
     }
   }
 }
diff --git a/tests/aws/services/stepfunctions/v2/error_handling/test_task_service_lambda.snapshot.json b/tests/aws/services/stepfunctions/v2/error_handling/test_task_service_lambda.snapshot.json
index 33131f7120100..34cb33686ceef 100644
--- a/tests/aws/services/stepfunctions/v2/error_handling/test_task_service_lambda.snapshot.json
+++ b/tests/aws/services/stepfunctions/v2/error_handling/test_task_service_lambda.snapshot.json
@@ -904,7 +904,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/error_handling/test_task_service_lambda.py::TestTaskServiceLambda::test_no_such_function": {
-    "recorded-date": "28-11-2024, 13:05:16",
+    "recorded-date": "25-11-2025, 15:29:42",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -969,7 +969,7 @@
             "id": 5,
             "previousEventId": 4,
             "taskFailedEventDetails": {
-              "cause": "Function not found: arn:<partition>:lambda:<region>:111111111111:function:no_such_<lambda_function_name> (Service: AWSLambda; Status Code: 404; Error Code: ResourceNotFoundException; Request ID: <request_id>; Proxy: null)",
+              "cause": "Function not found: arn:<partition>:lambda:<region>:111111111111:function:no_such_<lambda_function_name>:$LATEST (Service: AWSLambda; Status Code: 404; Error Code: ResourceNotFoundException; Request ID: <request_id>; Proxy: null)",
               "error": "Lambda.ResourceNotFoundException",
               "resource": "invoke",
               "resourceType": "lambda"
@@ -979,7 +979,7 @@
           },
           {
             "executionFailedEventDetails": {
-              "cause": "Function not found: arn:<partition>:lambda:<region>:111111111111:function:no_such_<lambda_function_name> (Service: AWSLambda; Status Code: 404; Error Code: ResourceNotFoundException; Request ID: <request_id>; Proxy: null)",
+              "cause": "Function not found: arn:<partition>:lambda:<region>:111111111111:function:no_such_<lambda_function_name>:$LATEST (Service: AWSLambda; Status Code: 404; Error Code: ResourceNotFoundException; Request ID: <request_id>; Proxy: null)",
               "error": "Lambda.ResourceNotFoundException"
             },
             "id": 6,
@@ -996,7 +996,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/error_handling/test_task_service_lambda.py::TestTaskServiceLambda::test_no_such_function_catch": {
-    "recorded-date": "28-11-2024, 13:05:33",
+    "recorded-date": "25-11-2025, 21:15:38",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -1061,7 +1061,7 @@
             "id": 5,
             "previousEventId": 4,
             "taskFailedEventDetails": {
-              "cause": "Function not found: arn:<partition>:lambda:<region>:111111111111:function:no_such_<lambda_function_name> (Service: AWSLambda; Status Code: 404; Error Code: ResourceNotFoundException; Request ID: <request_id>; Proxy: null)",
+              "cause": "Function not found: arn:<partition>:lambda:<region>:111111111111:function:no_such_<lambda_function_name>:$LATEST (Service: AWSLambda; Status Code: 404; Error Code: ResourceNotFoundException; Request ID: <request_id>; Proxy: null)",
               "error": "Lambda.ResourceNotFoundException",
               "resource": "invoke",
               "resourceType": "lambda"
@@ -1076,7 +1076,7 @@
               "name": "Start",
               "output": {
                 "Error": "Lambda.ResourceNotFoundException",
-                "Cause": "Function not found: arn:<partition>:lambda:<region>:111111111111:function:no_such_<lambda_function_name> (Service: AWSLambda; Status Code: 404; Error Code: ResourceNotFoundException; Request ID: <request_id>; Proxy: null)"
+                "Cause": "Function not found: arn:<partition>:lambda:<region>:111111111111:function:no_such_<lambda_function_name>:$LATEST (Service: AWSLambda; Status Code: 404; Error Code: ResourceNotFoundException; Request ID: <request_id>; Proxy: null)"
               },
               "outputDetails": {
                 "truncated": false
@@ -1091,7 +1091,7 @@
             "stateEnteredEventDetails": {
               "input": {
                 "Error": "Lambda.ResourceNotFoundException",
-                "Cause": "Function not found: arn:<partition>:lambda:<region>:111111111111:function:no_such_<lambda_function_name> (Service: AWSLambda; Status Code: 404; Error Code: ResourceNotFoundException; Request ID: <request_id>; Proxy: null)"
+                "Cause": "Function not found: arn:<partition>:lambda:<region>:111111111111:function:no_such_<lambda_function_name>:$LATEST (Service: AWSLambda; Status Code: 404; Error Code: ResourceNotFoundException; Request ID: <request_id>; Proxy: null)"
               },
               "inputDetails": {
                 "truncated": false
@@ -1108,10 +1108,10 @@
               "name": "EndWithStateTaskFailedHandler",
               "output": {
                 "Error": "Lambda.ResourceNotFoundException",
-                "Cause": "Function not found: arn:<partition>:lambda:<region>:111111111111:function:no_such_<lambda_function_name> (Service: AWSLambda; Status Code: 404; Error Code: ResourceNotFoundException; Request ID: <request_id>; Proxy: null)",
+                "Cause": "Function not found: arn:<partition>:lambda:<region>:111111111111:function:no_such_<lambda_function_name>:$LATEST (Service: AWSLambda; Status Code: 404; Error Code: ResourceNotFoundException; Request ID: <request_id>; Proxy: null)",
                 "task_failed_error": {
                   "Error": "Lambda.ResourceNotFoundException",
-                  "Cause": "Function not found: arn:<partition>:lambda:<region>:111111111111:function:no_such_<lambda_function_name> (Service: AWSLambda; Status Code: 404; Error Code: ResourceNotFoundException; Request ID: <request_id>; Proxy: null)"
+                  "Cause": "Function not found: arn:<partition>:lambda:<region>:111111111111:function:no_such_<lambda_function_name>:$LATEST (Service: AWSLambda; Status Code: 404; Error Code: ResourceNotFoundException; Request ID: <request_id>; Proxy: null)"
                 }
               },
               "outputDetails": {
@@ -1125,10 +1125,10 @@
             "executionSucceededEventDetails": {
               "output": {
                 "Error": "Lambda.ResourceNotFoundException",
-                "Cause": "Function not found: arn:<partition>:lambda:<region>:111111111111:function:no_such_<lambda_function_name> (Service: AWSLambda; Status Code: 404; Error Code: ResourceNotFoundException; Request ID: <request_id>; Proxy: null)",
+                "Cause": "Function not found: arn:<partition>:lambda:<region>:111111111111:function:no_such_<lambda_function_name>:$LATEST (Service: AWSLambda; Status Code: 404; Error Code: ResourceNotFoundException; Request ID: <request_id>; Proxy: null)",
                 "task_failed_error": {
                   "Error": "Lambda.ResourceNotFoundException",
-                  "Cause": "Function not found: arn:<partition>:lambda:<region>:111111111111:function:no_such_<lambda_function_name> (Service: AWSLambda; Status Code: 404; Error Code: ResourceNotFoundException; Request ID: <request_id>; Proxy: null)"
+                  "Cause": "Function not found: arn:<partition>:lambda:<region>:111111111111:function:no_such_<lambda_function_name>:$LATEST (Service: AWSLambda; Status Code: 404; Error Code: ResourceNotFoundException; Request ID: <request_id>; Proxy: null)"
                 }
               },
               "outputDetails": {
diff --git a/tests/aws/services/stepfunctions/v2/error_handling/test_task_service_lambda.validation.json b/tests/aws/services/stepfunctions/v2/error_handling/test_task_service_lambda.validation.json
index 8d7be471fc48c..26ee197775553 100644
--- a/tests/aws/services/stepfunctions/v2/error_handling/test_task_service_lambda.validation.json
+++ b/tests/aws/services/stepfunctions/v2/error_handling/test_task_service_lambda.validation.json
@@ -3,10 +3,22 @@
     "last_validated_date": "2024-11-28T13:05:54+00:00"
   },
   "tests/aws/services/stepfunctions/v2/error_handling/test_task_service_lambda.py::TestTaskServiceLambda::test_no_such_function": {
-    "last_validated_date": "2024-11-28T13:05:16+00:00"
+    "last_validated_date": "2025-11-25T15:29:44+00:00",
+    "durations_in_seconds": {
+      "setup": 11.48,
+      "call": 16.85,
+      "teardown": 2.53,
+      "total": 30.86
+    }
   },
   "tests/aws/services/stepfunctions/v2/error_handling/test_task_service_lambda.py::TestTaskServiceLambda::test_no_such_function_catch": {
-    "last_validated_date": "2024-11-28T13:05:33+00:00"
+    "last_validated_date": "2025-11-25T21:15:40+00:00",
+    "durations_in_seconds": {
+      "setup": 11.11,
+      "call": 14.27,
+      "teardown": 1.84,
+      "total": 27.22
+    }
   },
   "tests/aws/services/stepfunctions/v2/error_handling/test_task_service_lambda.py::TestTaskServiceLambda::test_raise_custom_exception": {
     "last_validated_date": "2024-11-28T13:03:53+00:00"

From cf2a8767815766a9bad67290ade8662efccf2be3 Mon Sep 17 00:00:00 2001
From: Bernhard Matyas <90144234+baermat@users.noreply.github.com>
Date: Mon, 1 Dec 2025 14:10:47 +0100
Subject: [PATCH 417/697] Sns/v2 publish continued (#13408)

---
 .../localstack/services/sns/publisher.py      |  11 +-
 .../localstack/services/sns/v2/provider.py    |  10 +-
 tests/aws/services/sns/test_sns.py            | 119 ++++++++++--------
 .../aws/services/sns/test_sns.validation.json |  41 +++++-
 4 files changed, 116 insertions(+), 65 deletions(-)

diff --git a/localstack-core/localstack/services/sns/publisher.py b/localstack-core/localstack/services/sns/publisher.py
index 5083e76383231..51eaa7ac0a0d1 100644
--- a/localstack-core/localstack/services/sns/publisher.py
+++ b/localstack-core/localstack/services/sns/publisher.py
@@ -255,9 +255,11 @@ def prepare_message(
             "UnsubscribeUrl": unsubscribe_url,
             "MessageAttributes": message_attributes,
         }
-
+        # TODO: remove v1 "signature_version" access once v1 is retired
         signature_version = (
-            topic_attributes.get("signature_version", "1") if topic_attributes else "1"
+            topic_attributes.get("signature_version", topic_attributes.get("SignatureVersion", "1"))
+            if topic_attributes
+            else "1"
         )
         canonical_string = compute_canonical_string(event_payload, message_context.type)
         signature = get_message_signature(canonical_string, signature_version=signature_version)
@@ -559,7 +561,10 @@ def _get_content_type(subscriber: SnsSubscription, topic_attributes: dict) -> st
             ):
                 return sub_content_type
 
-        if json_topic_delivery_policy := topic_attributes.get("delivery_policy"):
+        # TODO: remove lower case access once legacy v1 provider is removed
+        if json_topic_delivery_policy := topic_attributes.get(
+            "delivery_policy", topic_attributes.get("DeliveryPolicy")
+        ):
             topic_delivery_policy = json.loads(json_topic_delivery_policy)
             if not (
                 topic_content_type := topic_delivery_policy.get(subscriber["Protocol"].lower())
diff --git a/localstack-core/localstack/services/sns/v2/provider.py b/localstack-core/localstack/services/sns/v2/provider.py
index fdf936b6b9973..217ee7d1a82cf 100644
--- a/localstack-core/localstack/services/sns/v2/provider.py
+++ b/localstack-core/localstack/services/sns/v2/provider.py
@@ -690,9 +690,12 @@ def publish(
                     raise InvalidParameterException(
                         "Invalid parameter: TargetArn Reason: No endpoint found for the target arn specified"
                     )
-                elif not platform_endpoint.platform_endpoint["Attributes"].get(
-                    "Enabled"
-                ):  # TODO: double check enabled attribute
+                elif (
+                    not platform_endpoint.platform_endpoint["Attributes"]
+                    .get("Enabled", "false")
+                    .lower()
+                    == "true"
+                ):
                     raise EndpointDisabledException("Endpoint is disabled")
             else:
                 topic = self._get_topic(topic_or_target_arn, context)
@@ -1162,7 +1165,6 @@ def _default_attributes(topic: Topic, context: RequestContext) -> TopicAttribute
             {
                 "ContentBasedDeduplication": "false",
                 "FifoTopic": "false",
-                "SignatureVersion": "2",
             }
         )
     return default_attributes
diff --git a/tests/aws/services/sns/test_sns.py b/tests/aws/services/sns/test_sns.py
index edb59796dae12..6a731f78459b9 100644
--- a/tests/aws/services/sns/test_sns.py
+++ b/tests/aws/services/sns/test_sns.py
@@ -1,5 +1,6 @@
 import base64
 import contextlib
+import importlib
 import json
 import logging
 import queue
@@ -33,7 +34,6 @@
     SMS_MSGS_ENDPOINT,
     SUBSCRIPTION_TOKENS_ENDPOINT,
 )
-from localstack.services.sns.provider import SnsProvider
 from localstack.testing.aws.util import is_aws_cloud
 from localstack.testing.config import TEST_AWS_ACCESS_KEY_ID, TEST_AWS_SECRET_ACCESS_KEY
 from localstack.testing.pytest import markers
@@ -123,6 +123,21 @@ def factory(platform_application_arn: str, token: str, **kwargs):
             )
 
 
+@pytest.fixture
+def sns_provider():
+    def factory(**kwargs):
+        if is_sns_v1_provider():
+            provider = "localstack.services.sns.provider"
+        else:
+            provider = "localstack.services.sns.v2.provider"
+        # TODO: remove once legacy provider is retired completely and import normally
+        module = importlib.import_module(provider)
+        SnsProvider = module.SnsProvider
+        return SnsProvider
+
+    return factory
+
+
 class TestSNSTopicCrud:
     @markers.aws.validated
     @markers.snapshot.skip_snapshot_verify(
@@ -278,7 +293,6 @@ def test_create_topic_after_delete_with_new_tags(self, sns_create_topic, snapsho
 
     @markers.aws.validated
     @pytest.mark.skip(reason="Not properly implemented in Moto, only mocked")
-    @skip_if_sns_v2
     def test_topic_delivery_policy_crud(self, sns_create_topic, snapshot, aws_client):
         # https://docs.aws.amazon.com/sns/latest/dg/sns-message-delivery-retries.html
         create_topic = sns_create_topic(
@@ -1641,7 +1655,6 @@ def test_get_subscription_attributes_error_not_exists(self, aws_client, snapshot
 
 class TestSNSSubscriptionLambda:
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_python_lambda_subscribe_sns_topic(
         self,
         sns_create_topic,
@@ -1703,7 +1716,6 @@ def check_subscription():
         snapshot.match("notification", notification)
 
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_sns_topic_as_lambda_dead_letter_queue(
         self,
         lambda_su_role,
@@ -1796,7 +1808,6 @@ def receive_dlq():
         snapshot.match("messages", messages)
 
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_redrive_policy_lambda_subscription(
         self,
         sns_create_topic,
@@ -1852,7 +1863,6 @@ def test_redrive_policy_lambda_subscription(
 
     @markers.aws.validated
     @pytest.mark.parametrize("signature_version", ["1", "2"])
-    @skip_if_sns_v2
     def test_publish_lambda_verify_signature(
         self,
         aws_client,
@@ -2839,7 +2849,6 @@ def test_publish_message_group_id(
 class TestSNSSubscriptionSQSFifo:
     @markers.aws.validated
     @pytest.mark.parametrize("content_based_deduplication", [True, False])
-    @skip_if_sns_v2
     def test_message_to_fifo_sqs(
         self,
         sns_create_topic,
@@ -2901,7 +2910,6 @@ def test_message_to_fifo_sqs(
             "$.dedup-messages.Messages"
         ],  # FIXME: introduce deduplication at Topic level, not only SQS
     )
-    @skip_if_sns_v2
     def test_fifo_topic_to_regular_sqs(
         self,
         sns_create_topic,
@@ -2960,7 +2968,6 @@ def test_fifo_topic_to_regular_sqs(
         snapshot.match("dedup-messages", response)
 
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_validations_for_fifo(
         self,
         sns_create_topic,
@@ -3052,7 +3059,6 @@ def test_validations_for_fifo(
         ]
     )
     @pytest.mark.parametrize("raw_message_delivery", [True, False])
-    @skip_if_sns_v2
     def test_publish_fifo_messages_to_dlq(
         self,
         sns_create_topic,
@@ -3217,7 +3223,6 @@ def get_messages_from_dlq(amount_msg: int):
         ]
     )
     @pytest.mark.parametrize("content_based_deduplication", [True, False])
-    @skip_if_sns_v2
     def test_publish_batch_messages_from_fifo_topic_to_fifo_queue(
         self,
         sns_create_topic,
@@ -3354,7 +3359,6 @@ def get_messages():
 
     @markers.aws.validated
     @pytest.mark.parametrize("raw_message_delivery", [True, False])
-    @skip_if_sns_v2
     def test_publish_to_fifo_topic_to_sqs_queue_no_content_dedup(
         self,
         sns_create_topic,
@@ -3436,7 +3440,6 @@ def get_messages():
         snapshot.match("messages", {"Messages": messages})
 
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_publish_to_fifo_topic_deduplication_on_topic_level(
         self,
         sns_create_topic,
@@ -3497,7 +3500,6 @@ def test_publish_to_fifo_topic_deduplication_on_topic_level(
         snapshot.match("dedup-messages", response)
 
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_publish_to_fifo_with_target_arn(self, sns_create_topic, aws_client):
         topic_name = f"topic-{short_uid()}.fifo"
         topic_attributes = {
@@ -3520,7 +3522,6 @@ def test_publish_to_fifo_with_target_arn(self, sns_create_topic, aws_client):
         assert "MessageId" in response
 
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_message_to_fifo_sqs_ordering(
         self,
         sns_create_topic,
@@ -3578,9 +3579,8 @@ def test_message_to_fifo_sqs_ordering(
 class TestSNSSubscriptionSES:
     @markers.requires_in_process
     @markers.aws.only_localstack
-    @skip_if_sns_v2
     def test_topic_email_subscription_confirmation(
-        self, sns_create_topic, sns_subscription, aws_client
+        self, sns_create_topic, sns_subscription, aws_client, sns_provider
     ):
         # FIXME: we do not send the token to the email endpoint, so they cannot validate it
         # create AWS validated test for format
@@ -3593,6 +3593,7 @@ def test_topic_email_subscription_confirmation(
         )
         subscription_arn = subscription["SubscriptionArn"]
         parsed_arn = parse_arn(subscription_arn)
+        SnsProvider = sns_provider()
         store = SnsProvider.get_store(parsed_arn["account"], parsed_arn["region"])
 
         sub_attr = aws_client.sns.get_subscription_attributes(SubscriptionArn=subscription_arn)
@@ -3612,7 +3613,6 @@ def check_subscription():
 
     @markers.requires_in_process
     @markers.aws.only_localstack
-    @skip_if_sns_v2
     def test_email_sender(
         self,
         sns_create_topic,
@@ -4291,7 +4291,6 @@ def test_create_platform_endpoint_double_custom_data(
 class TestSNSPlatformEndpoint:
     @markers.requires_in_process
     @markers.aws.only_localstack
-    @skip_if_sns_v2
     def test_subscribe_platform_endpoint(
         self,
         sns_create_topic,
@@ -4300,13 +4299,19 @@ def test_subscribe_platform_endpoint(
         aws_client,
         account_id,
         region_name,
+        sns_provider,
+        platform_credentials,
     ):
+        SnsProvider = sns_provider()
         sns_backend = SnsProvider.get_store(account_id, region_name)
         topic_arn = sns_create_topic()["TopicArn"]
 
-        app_arn = sns_create_platform_application(Name="app1", Platform="p1", Attributes={})[
-            "PlatformApplicationArn"
-        ]
+        platform = "ADM"
+        client_id, client_secret = platform_credentials
+        attributes = {"PlatformPrincipal": client_id, "PlatformCredential": client_secret}
+        app_arn = sns_create_platform_application(
+            Name="app1", Platform=platform, Attributes=attributes
+        )["PlatformApplicationArn"]
         platform_arn = aws_client.sns.create_platform_endpoint(
             PlatformApplicationArn=app_arn, Token="token_1"
         )["EndpointArn"]
@@ -4338,7 +4343,6 @@ def check_message():
     # AWS validating this is hard because we need real credentials for a GCM/Apple mobile app
     # TODO: AWS validate this test
     # See https://github.com/getmoto/moto/pull/6953 where Moto updated errors.
-    @skip_if_sns_v2
     def test_create_platform_endpoint_check_idempotency(
         self, sns_create_platform_application, aws_client
     ):
@@ -4384,12 +4388,16 @@ def test_create_platform_endpoint_check_idempotency(
 
     @markers.aws.needs_fixing
     # AWS validating this is hard because we need real credentials for a GCM/Apple mobile app
-    @skip_if_sns_v2
-    def test_publish_disabled_endpoint(self, sns_create_platform_application, aws_client):
+    def test_publish_disabled_endpoint(
+        self, sns_create_platform_application, aws_client, platform_credentials
+    ):
+        platform = "ADM"
+        client_id, client_secret = platform_credentials
+        attributes = {"PlatformPrincipal": client_id, "PlatformCredential": client_secret}
         response = sns_create_platform_application(
             Name=f"test-{short_uid()}",
-            Platform="GCM",
-            Attributes={"PlatformCredential": "123"},
+            Platform=platform,
+            Attributes=attributes,
         )
         platform_arn = response["PlatformApplicationArn"]
         response = aws_client.sns.create_platform_endpoint(
@@ -4405,12 +4413,20 @@ def test_publish_disabled_endpoint(self, sns_create_platform_application, aws_cl
             EndpointArn=endpoint_arn, Attributes={"Enabled": "false"}
         )
 
-        get_attrs = aws_client.sns.get_endpoint_attributes(EndpointArn=endpoint_arn)
-        assert get_attrs["Attributes"]["Enabled"] == "false"
+        retries = 3
+        sleep = 1
+        if is_aws_cloud():
+            retries = 30
+            sleep = 2
+
+        def _assert_endpoint_disabled():
+            get_attrs = aws_client.sns.get_endpoint_attributes(EndpointArn=endpoint_arn)
+            assert get_attrs["Attributes"]["Enabled"] == "false"
 
+        retry(_assert_endpoint_disabled, retries=retries, sleep=sleep)
         with pytest.raises(ClientError) as e:
             message = {
-                "GCM": '{ "notification": {"title": "Title of notification", "body": "It works" } }'
+                platform: '{ "notification": {"title": "Title of notification", "body": "It works" } }'
             }
             aws_client.sns.publish(
                 TargetArn=endpoint_arn, MessageStructure="json", Message=json.dumps(message)
@@ -4421,7 +4437,6 @@ def test_publish_disabled_endpoint(self, sns_create_platform_application, aws_cl
 
     @markers.aws.only_localstack  # needs real credentials for GCM/FCM
     @pytest.mark.skip(reason="Need to implement credentials validation when creating platform")
-    @skip_if_sns_v2
     def test_publish_to_gcm(self, sns_create_platform_application, aws_client):
         key = "mock_server_key"
         token = "mock_token"
@@ -4459,6 +4474,7 @@ def test_publish_to_platform_endpoint_is_dispatched(
         aws_client,
         account_id,
         region_name,
+        sns_provider,
     ):
         topic_arn = sns_create_topic()["TopicArn"]
         endpoints_arn = {}
@@ -4497,7 +4513,7 @@ def test_publish_to_platform_endpoint_is_dispatched(
             Message=json.dumps(message),
             MessageStructure="json",
         )
-
+        SnsProvider = sns_provider()
         sns_backend = SnsProvider.get_store(account_id, region_name)
         platform_endpoint_msgs = sns_backend.platform_endpoint_messages
 
@@ -4515,16 +4531,16 @@ def check_message():
 class TestSNSSMS:
     @markers.requires_in_process
     @markers.aws.only_localstack
-    @skip_if_sns_v2
-    def test_publish_sms(self, aws_client, account_id, region_name):
+    def test_publish_sms(self, aws_client, account_id, region_name, sns_provider):
         phone_number = "+33000000000"
         response = aws_client.sns.publish(PhoneNumber=phone_number, Message="This is a SMS")
         assert "MessageId" in response
         assert response["ResponseMetadata"]["HTTPStatusCode"] == 200
 
+        SnsProvider = sns_provider()
         sns_backend = SnsProvider.get_store(
-            account_id=account_id,
-            region_name=region_name,
+            account_id,
+            region_name,
         )
 
         def check_messages():
@@ -4539,7 +4555,6 @@ def check_messages():
         retry(check_messages, sleep=0.5)
 
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_subscribe_sms_endpoint(self, sns_create_topic, sns_subscription, snapshot, aws_client):
         phone_number = "+123123123"
         topic_arn = sns_create_topic()["TopicArn"]
@@ -4553,9 +4568,8 @@ def test_subscribe_sms_endpoint(self, sns_create_topic, sns_subscription, snapsh
 
     @markers.requires_in_process
     @markers.aws.only_localstack
-    @skip_if_sns_v2
     def test_publish_sms_endpoint(
-        self, sns_create_topic, sns_subscription, aws_client, account_id, region_name
+        self, sns_create_topic, sns_subscription, aws_client, account_id, region_name, sns_provider
     ):
         list_of_contacts = [
             f"+{random.randint(100000000, 9999999999)}",
@@ -4569,6 +4583,7 @@ def test_publish_sms_endpoint(
 
         aws_client.sns.publish(Message=message, TopicArn=topic_arn)
 
+        SnsProvider = sns_provider()
         sns_backend = SnsProvider.get_store(account_id, region_name)
 
         def check_messages():
@@ -4585,7 +4600,6 @@ def check_messages():
         retry(check_messages, sleep=0.5)
 
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_publish_wrong_phone_format(
         self, sns_create_topic, sns_subscription, snapshot, aws_client
     ):
@@ -4669,7 +4683,6 @@ def test_set_invalid_sms_attributes(self, aws_client, snapshot, attribute_key_va
 
 class TestSNSSubscriptionHttp:
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_http_subscription_response(
         self,
         sns_create_topic,
@@ -4700,7 +4713,6 @@ def test_http_subscription_response(
 
     @markers.requires_in_process  # uses pytest httpserver
     @markers.aws.manual_setup_required
-    @skip_if_sns_v2
     def test_redrive_policy_http_subscription(
         self, sns_create_topic, sqs_create_queue, sqs_get_queue_arn, sns_subscription, aws_client
     ):
@@ -4750,7 +4762,6 @@ def test_redrive_policy_http_subscription(
 
     @markers.requires_in_process  # uses pytest httpserver
     @markers.aws.manual_setup_required
-    @skip_if_sns_v2
     def test_multiple_subscriptions_http_endpoint(
         self, sns_create_topic, sns_subscription, aws_client
     ):
@@ -4845,7 +4856,6 @@ def handler(_request):
             "$.http-confirm-sub-headers.Accept",
         ]
     )
-    @skip_if_sns_v2
     def test_subscribe_external_http_endpoint(
         self, sns_create_http_endpoint, raw_message_delivery, aws_client, snapshot
     ):
@@ -5022,7 +5032,6 @@ def _clean_headers(response_headers: dict):
     @markers.requires_in_process  # uses pytest httpserver
     @markers.aws.manual_setup_required
     @pytest.mark.parametrize("raw_message_delivery", [True, False])
-    @skip_if_sns_v2
     def test_dlq_external_http_endpoint(
         self,
         sqs_create_queue,
@@ -5124,7 +5133,6 @@ def test_dlq_external_http_endpoint(
             "$.topic-attrs.Attributes.Policy.Statement..Action",
         ]
     )
-    @skip_if_sns_v2
     def test_subscribe_external_http_endpoint_content_type(
         self,
         sns_create_http_endpoint,
@@ -5220,7 +5228,6 @@ def _clean_headers(response_headers: dict):
             snapshot.match("http-message-headers", _clean_headers(notification_request.headers))
 
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_subscribe_external_http_endpoint_lambda_url_sig_validation(
         self,
         create_sns_http_endpoint_and_queue,
@@ -5390,7 +5397,6 @@ def validate_message_signature(msg_event: dict, msg_type: str):
 
 class TestSNSSubscriptionFirehose:
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_publish_to_firehose_with_s3(
         self,
         create_role,
@@ -5733,7 +5739,6 @@ def test_cross_region_access(self, sns_region1_client, sns_region2_client, snaps
         snapshot.match("delete-topic", e.value.response)
 
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_cross_region_delivery_sqs(
         self,
         sns_region1_client,
@@ -5983,7 +5988,6 @@ class TestSNSCertEndpoint:
     @markers.requires_in_process
     @markers.aws.only_localstack
     @pytest.mark.parametrize("cert_host", ["", "sns.us-east-1.amazonaws.com"])
-    @skip_if_sns_v2
     def test_cert_endpoint_host(
         self,
         aws_client,
@@ -6030,7 +6034,6 @@ def test_cert_endpoint_host(
 class TestSNSRetrospectionEndpoints:
     @markers.requires_in_process
     @markers.aws.only_localstack
-    @skip_if_sns_v2
     def test_publish_to_platform_endpoint_can_retrospect(
         self,
         sns_create_topic,
@@ -6040,7 +6043,13 @@ def test_publish_to_platform_endpoint_can_retrospect(
         account_id,
         region_name,
         secondary_region_name,
+        sns_provider,
+        platform_credentials,
     ):
+        platform = "APNS"
+        client_id, client_secret = platform_credentials
+        attributes = {"PlatformPrincipal": client_id, "PlatformCredential": client_secret}
+        SnsProvider = sns_provider()
         sns_backend = SnsProvider.get_store(account_id, region_name)
         # clean up the saved messages
         sns_backend_endpoint_arns = list(sns_backend.platform_endpoint_messages.keys())
@@ -6051,7 +6060,7 @@ def test_publish_to_platform_endpoint_can_retrospect(
         application_platform_name = f"app-platform-{short_uid()}"
 
         app_arn = sns_create_platform_application(
-            Name=application_platform_name, Platform="APNS", Attributes={}
+            Name=application_platform_name, Platform=platform, Attributes=attributes
         )["PlatformApplicationArn"]
 
         endpoint_arn = aws_client.sns.create_platform_endpoint(
@@ -6188,7 +6197,6 @@ def check_message():
 
     @markers.requires_in_process
     @markers.aws.only_localstack
-    @skip_if_sns_v2
     def test_publish_sms_can_retrospect(
         self,
         sns_create_topic,
@@ -6197,7 +6205,9 @@ def test_publish_sms_can_retrospect(
         account_id,
         region_name,
         secondary_region_name,
+        sns_provider,
     ):
+        SnsProvider = sns_provider()
         sns_store = SnsProvider.get_store(account_id, region_name)
 
         list_of_contacts = [
@@ -6293,7 +6303,6 @@ def check_message():
 
     @markers.requires_in_process
     @markers.aws.only_localstack
-    @skip_if_sns_v2
     def test_subscription_tokens_can_retrospect(
         self,
         sns_create_topic,
@@ -6302,7 +6311,9 @@ def test_subscription_tokens_can_retrospect(
         aws_client,
         account_id,
         region_name,
+        sns_provider,
     ):
+        SnsProvider = sns_provider()
         sns_store = SnsProvider.get_store(account_id, region_name)
         # clean up the saved tokens
         sns_store.subscription_tokens.clear()
diff --git a/tests/aws/services/sns/test_sns.validation.json b/tests/aws/services/sns/test_sns.validation.json
index 68bda21513b3e..db89d500c99db 100644
--- a/tests/aws/services/sns/test_sns.validation.json
+++ b/tests/aws/services/sns/test_sns.validation.json
@@ -212,6 +212,15 @@
       "total": 0.3
     }
   },
+  "tests/aws/services/sns/test_sns.py::TestSNSPlatformEndpoint::test_publish_disabled_endpoint": {
+    "last_validated_date": "2025-11-27T08:34:37+00:00",
+    "durations_in_seconds": {
+      "setup": 1.83,
+      "call": 48.48,
+      "teardown": 1.6,
+      "total": 51.91
+    }
+  },
   "tests/aws/services/sns/test_sns.py::TestSNSPlatformEndpointCrud::test_create_platform_endpoint": {
     "last_validated_date": "2025-10-31T21:26:47+00:00",
     "durations_in_seconds": {
@@ -1008,10 +1017,22 @@
     "last_validated_date": "2025-01-24T18:51:32+00:00"
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionLambda::test_publish_lambda_verify_signature[1]": {
-    "last_validated_date": "2024-01-04T18:31:41+00:00"
+    "last_validated_date": "2025-11-25T08:38:27+00:00",
+    "durations_in_seconds": {
+      "setup": 13.07,
+      "call": 16.84,
+      "teardown": 2.04,
+      "total": 31.95
+    }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionLambda::test_publish_lambda_verify_signature[2]": {
-    "last_validated_date": "2024-01-04T18:33:46+00:00"
+    "last_validated_date": "2025-11-25T08:38:46+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 15.87,
+      "teardown": 2.97,
+      "total": 18.84
+    }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionLambda::test_python_lambda_subscribe_sns_topic": {
     "last_validated_date": "2025-10-06T11:08:49+00:00",
@@ -1134,10 +1155,22 @@
     "last_validated_date": "2023-11-09T20:10:27+00:00"
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionSQSFifo::test_publish_fifo_messages_to_dlq[False]": {
-    "last_validated_date": "2023-08-24T21:37:59+00:00"
+    "last_validated_date": "2025-11-24T12:29:56+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 5.28,
+      "teardown": 1.03,
+      "total": 6.31
+    }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionSQSFifo::test_publish_fifo_messages_to_dlq[True]": {
-    "last_validated_date": "2023-08-24T21:37:54+00:00"
+    "last_validated_date": "2025-11-24T12:29:49+00:00",
+    "durations_in_seconds": {
+      "setup": 1.07,
+      "call": 7.89,
+      "teardown": 1.13,
+      "total": 10.09
+    }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionSQSFifo::test_publish_to_fifo_topic_deduplication_on_topic_level": {
     "last_validated_date": "2023-11-09T20:07:36+00:00"

From 100783b6a328e046f6ae296769feeab2c881e09e Mon Sep 17 00:00:00 2001
From: Silvio Vasiljevic <silvio.vasiljevic@gmail.com>
Date: Mon, 1 Dec 2025 16:16:25 +0100
Subject: [PATCH 418/697] Fix version evaluation of boto3 in asf update action
 (#13442)

---
 .github/workflows/asf-updates.yml | 25 ++++++++++++++++++-------
 1 file changed, 18 insertions(+), 7 deletions(-)

diff --git a/.github/workflows/asf-updates.yml b/.github/workflows/asf-updates.yml
index 0d6c03849ac13..a70c75bce7791 100644
--- a/.github/workflows/asf-updates.yml
+++ b/.github/workflows/asf-updates.yml
@@ -68,9 +68,20 @@ jobs:
           source .venv/bin/activate
           # determine botocore version in venv
           BOTOCORE_VERSION=$(python -c "import botocore; print(botocore.__version__)");
-          echo "Pinning botocore, boto3, and boto3-stubs to version $BOTOCORE_VERSION"
+          echo "Pinning botocore to version $BOTOCORE_VERSION"
           bin/release-helper.sh set-dep-ver botocore "==$BOTOCORE_VERSION"
-          bin/release-helper.sh set-dep-ver boto3 "==$BOTOCORE_VERSION"
+
+          # determine boto3 version that works with $BOTOCORE_VERSION
+          uv venv /tmp/boto3-ver-venv
+          source /tmp/boto3-ver-venv/bin/activate
+          uv pip install "botocore==$BOTOCORE_VERSION" boto3
+          export BOTO3_VERSION=$(uv pip list --format=json | jq -r '.[] | select(.name=="boto3") | .version')
+          deactivate
+
+          # pin boto3 to that predetermined version
+          source .venv/bin/activate
+          echo "Pinning boto3 to version $BOTO3_VERSION"
+          bin/release-helper.sh set-dep-ver boto3 "==$BOTO3_VERSION"
 
           # determine awscli version that works with $BOTOCORE_VERSION
           uv venv /tmp/awscli-ver-venv
@@ -86,11 +97,11 @@ jobs:
 
           # upgrade the requirements files only for the botocore package
           python3 -m pip install --upgrade pip pip-tools
-          pip-compile --strip-extras --upgrade-package "botocore==$BOTOCORE_VERSION" --upgrade-package "boto3==$BOTOCORE_VERSION" --extra base-runtime -o requirements-base-runtime.txt pyproject.toml
-          pip-compile --strip-extras --upgrade-package "botocore==$BOTOCORE_VERSION" --upgrade-package "boto3==$BOTOCORE_VERSION" --upgrade-package "awscli==$AWSCLI_VERSION" --extra runtime -o requirements-runtime.txt pyproject.toml
-          pip-compile --strip-extras --upgrade-package "botocore==$BOTOCORE_VERSION" --upgrade-package "boto3==$BOTOCORE_VERSION" --upgrade-package "awscli==$AWSCLI_VERSION" --extra test -o requirements-test.txt pyproject.toml
-          pip-compile --strip-extras --upgrade-package "botocore==$BOTOCORE_VERSION" --upgrade-package "boto3==$BOTOCORE_VERSION" --upgrade-package "awscli==$AWSCLI_VERSION" --extra dev -o requirements-dev.txt pyproject.toml
-          pip-compile --strip-extras --upgrade-package "botocore==$BOTOCORE_VERSION" --upgrade-package "boto3==$BOTOCORE_VERSION" --upgrade-package "awscli==$AWSCLI_VERSION" --extra typehint -o requirements-typehint.txt pyproject.toml
+          pip-compile --strip-extras --upgrade-package "botocore==$BOTOCORE_VERSION" --upgrade-package "boto3==$BOTO3_VERSION" --extra base-runtime -o requirements-base-runtime.txt pyproject.toml
+          pip-compile --strip-extras --upgrade-package "botocore==$BOTOCORE_VERSION" --upgrade-package "boto3==$BOTO3_VERSION" --upgrade-package "awscli==$AWSCLI_VERSION" --extra runtime -o requirements-runtime.txt pyproject.toml
+          pip-compile --strip-extras --upgrade-package "botocore==$BOTOCORE_VERSION" --upgrade-package "boto3==$BOTO3_VERSION" --upgrade-package "awscli==$AWSCLI_VERSION" --extra test -o requirements-test.txt pyproject.toml
+          pip-compile --strip-extras --upgrade-package "botocore==$BOTOCORE_VERSION" --upgrade-package "boto3==$BOTO3_VERSION" --upgrade-package "awscli==$AWSCLI_VERSION" --extra dev -o requirements-dev.txt pyproject.toml
+          pip-compile --strip-extras --upgrade-package "botocore==$BOTOCORE_VERSION" --upgrade-package "boto3==$BOTO3_VERSION" --upgrade-package "awscli==$AWSCLI_VERSION" --extra typehint -o requirements-typehint.txt pyproject.toml
 
       - name: Read PR markdown template
         if: ${{ success() && steps.check-for-changes.outputs.diff-count != '0' && steps.check-for-changes.outputs.diff-count != '' }}

From ff6e5e08d24e92cdf0acd76637625de5bf5097e0 Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Mon, 1 Dec 2025 18:32:55 +0100
Subject: [PATCH 419/697] chore: define explicit state containers for providers
 (#13423)

---
 localstack-core/localstack/services/acm/provider.py |  4 ++++
 .../services/apigateway/legacy/provider.py          | 13 ++++++++++++-
 .../localstack/services/cloudwatch/provider.py      | 13 ++++++++++---
 .../localstack/services/cloudwatch/provider_v2.py   |  9 ++++++---
 .../localstack/services/configservice/provider.py   |  6 +++++-
 .../localstack/services/dynamodb/provider.py        |  1 +
 .../localstack/services/dynamodb/v2/provider.py     |  1 +
 .../localstack/services/dynamodbstreams/provider.py |  6 ++++++
 .../services/dynamodbstreams/v2/provider.py         |  6 ++++++
 localstack-core/localstack/services/ec2/provider.py |  6 ++++++
 localstack-core/localstack/services/es/provider.py  |  6 ++++++
 .../localstack/services/events/provider.py          |  4 ++++
 .../localstack/services/events/v1/provider.py       |  9 +++++++++
 .../localstack/services/firehose/provider.py        |  5 +++++
 localstack-core/localstack/services/iam/provider.py |  4 ++++
 localstack-core/localstack/services/kms/provider.py |  4 ++++
 .../localstack/services/logs/provider.py            |  7 +++++++
 .../localstack/services/resource_groups/provider.py |  6 +++++-
 .../services/resourcegroupstaggingapi/provider.py   |  7 ++++++-
 19 files changed, 107 insertions(+), 10 deletions(-)

diff --git a/localstack-core/localstack/services/acm/provider.py b/localstack-core/localstack/services/acm/provider.py
index 7425b88832e6b..0151bbf38dc97 100644
--- a/localstack-core/localstack/services/acm/provider.py
+++ b/localstack-core/localstack/services/acm/provider.py
@@ -10,6 +10,7 @@
     RequestCertificateResponse,
 )
 from localstack.services import moto
+from localstack.state import StateVisitor
 from localstack.utils.patch import patch
 
 # reduce the validation wait time from 60 (default) to 10 seconds
@@ -100,6 +101,9 @@ def describe(describe_orig, self):
 
 
 class AcmProvider(AcmApi):
+    def accept_state_visitor(self, visitor: StateVisitor):
+        visitor.visit(acm_models.acm_backends)
+
     @handler("RequestCertificate", expand=False)
     def request_certificate(
         self,
diff --git a/localstack-core/localstack/services/apigateway/legacy/provider.py b/localstack-core/localstack/services/apigateway/legacy/provider.py
index b912956477e29..e9df04c3a1d93 100644
--- a/localstack-core/localstack/services/apigateway/legacy/provider.py
+++ b/localstack-core/localstack/services/apigateway/legacy/provider.py
@@ -118,7 +118,11 @@
 from localstack.services.apigateway.legacy.helpers import multi_value_dict_for_list
 from localstack.services.apigateway.legacy.invocations import invoke_rest_api_from_request
 from localstack.services.apigateway.legacy.router_asf import ApigatewayRouter, to_invocation_context
-from localstack.services.apigateway.models import ApiGatewayStore, RestApiContainer
+from localstack.services.apigateway.models import (
+    ApiGatewayStore,
+    RestApiContainer,
+    apigateway_stores,
+)
 from localstack.services.apigateway.next_gen.execute_api.router import (
     ApiGatewayRouter as ApiGatewayRouterNextGen,
 )
@@ -126,6 +130,7 @@
 from localstack.services.edge import ROUTER
 from localstack.services.moto import call_moto, call_moto_with_request
 from localstack.services.plugins import ServiceLifecycleHook
+from localstack.state import StateVisitor
 from localstack.utils.aws.arns import InvalidArnException, get_partition, parse_arn
 from localstack.utils.collections import (
     DelSafeDict,
@@ -192,6 +197,12 @@ def on_after_init(self):
         apply_patches()
         self.router.register_routes()
 
+    def accept_state_visitor(self, visitor: StateVisitor):
+        from moto.apigateway import apigateway_backends
+
+        visitor.visit(apigateway_backends)
+        visitor.visit(apigateway_stores)
+
     @handler("TestInvokeMethod", expand=False)
     def test_invoke_method(
         self, context: RequestContext, request: TestInvokeMethodRequest
diff --git a/localstack-core/localstack/services/cloudwatch/provider.py b/localstack-core/localstack/services/cloudwatch/provider.py
index 0f5d705a7b780..c28975cd99c7e 100644
--- a/localstack-core/localstack/services/cloudwatch/provider.py
+++ b/localstack-core/localstack/services/cloudwatch/provider.py
@@ -35,6 +35,7 @@
 from localstack.services.cloudwatch.alarm_scheduler import AlarmScheduler
 from localstack.services.edge import ROUTER
 from localstack.services.plugins import SERVICE_PLUGINS, ServiceLifecycleHook
+from localstack.state import StateVisitor
 from localstack.utils.aws import arns
 from localstack.utils.aws.arns import extract_account_id_from_arn, lambda_function_name
 from localstack.utils.aws.request_context import (
@@ -306,8 +307,13 @@ def __init__(self):
         self.tags = TaggingService()
         self.alarm_scheduler = None
 
+    def accept_state_visitor(self, visitor: StateVisitor):
+        visitor.visit(cloudwatch_backends)
+
     def on_after_init(self):
         ROUTER.add(PATH_GET_RAW_METRICS, self.get_raw_metrics)
+
+    def on_before_start(self):
         self.start_alarm_scheduler()
 
     def on_before_state_reset(self):
@@ -337,9 +343,10 @@ def start_alarm_scheduler(self):
             self.alarm_scheduler = AlarmScheduler()
 
     def shutdown_alarm_scheduler(self):
-        LOG.debug("stopping cloudwatch scheduler")
-        self.alarm_scheduler.shutdown_scheduler()
-        self.alarm_scheduler = None
+        if self.alarm_scheduler:
+            LOG.debug("stopping cloudwatch scheduler")
+            self.alarm_scheduler.shutdown_scheduler()
+            self.alarm_scheduler = None
 
     def delete_alarms(self, context: RequestContext, alarm_names: AlarmNames, **kwargs) -> None:
         moto.call_moto(context)
diff --git a/localstack-core/localstack/services/cloudwatch/provider_v2.py b/localstack-core/localstack/services/cloudwatch/provider_v2.py
index 2a41252cefb37..87a5a50194af3 100644
--- a/localstack-core/localstack/services/cloudwatch/provider_v2.py
+++ b/localstack-core/localstack/services/cloudwatch/provider_v2.py
@@ -161,6 +161,8 @@ def accept_state_visitor(self, visitor: StateVisitor):
 
     def on_after_init(self):
         ROUTER.add(PATH_GET_RAW_METRICS, self.get_raw_metrics)
+
+    def on_before_start(self):
         self.start_alarm_scheduler()
 
     def on_before_state_reset(self):
@@ -192,9 +194,10 @@ def start_alarm_scheduler(self):
             self.alarm_scheduler = AlarmScheduler()
 
     def shutdown_alarm_scheduler(self):
-        LOG.debug("stopping cloudwatch scheduler")
-        self.alarm_scheduler.shutdown_scheduler()
-        self.alarm_scheduler = None
+        if self.alarm_scheduler:
+            LOG.debug("stopping cloudwatch scheduler")
+            self.alarm_scheduler.shutdown_scheduler()
+            self.alarm_scheduler = None
 
     def delete_alarms(self, context: RequestContext, alarm_names: AlarmNames, **kwargs) -> None:
         """
diff --git a/localstack-core/localstack/services/configservice/provider.py b/localstack-core/localstack/services/configservice/provider.py
index 3087c6b23e270..b570dc05b5962 100644
--- a/localstack-core/localstack/services/configservice/provider.py
+++ b/localstack-core/localstack/services/configservice/provider.py
@@ -1,5 +1,9 @@
 from localstack.aws.api.config import ConfigApi
+from localstack.state import StateVisitor
 
 
 class ConfigProvider(ConfigApi):
-    pass
+    def accept_state_visitor(self, visitor: StateVisitor):
+        from moto.config.models import config_backends
+
+        visitor.visit(config_backends)
diff --git a/localstack-core/localstack/services/dynamodb/provider.py b/localstack-core/localstack/services/dynamodb/provider.py
index a4b780f17dd2d..2f5f8c1b4dd5c 100644
--- a/localstack-core/localstack/services/dynamodb/provider.py
+++ b/localstack-core/localstack/services/dynamodb/provider.py
@@ -535,6 +535,7 @@ def __init__(self):
         self.server = self._new_dynamodb_server()
         self._expired_items_worker = ExpiredItemsWorker()
         self._router_rules = []
+        # TODO: fix _event_forwarder to have lazy instantiation of the ThreadPoolExecutor
         self._event_forwarder = EventForwarder()
 
     def on_before_start(self):
diff --git a/localstack-core/localstack/services/dynamodb/v2/provider.py b/localstack-core/localstack/services/dynamodb/v2/provider.py
index 2068f182746a6..52e9ebfa5ba40 100644
--- a/localstack-core/localstack/services/dynamodb/v2/provider.py
+++ b/localstack-core/localstack/services/dynamodb/v2/provider.py
@@ -392,6 +392,7 @@ def on_before_stop(self):
 
     def accept_state_visitor(self, visitor: StateVisitor):
         visitor.visit(dynamodb_stores)
+        # FIXME: DDB v2 does not depend on dynamodbstreams_stores as DynamoDB Local holds all the state
         visitor.visit(dynamodbstreams_stores)
         visitor.visit(AssetDirectory(self.service, os.path.join(config.dirs.data, self.service)))
 
diff --git a/localstack-core/localstack/services/dynamodbstreams/provider.py b/localstack-core/localstack/services/dynamodbstreams/provider.py
index 2888b2b610cc0..04cad26e485a5 100644
--- a/localstack-core/localstack/services/dynamodbstreams/provider.py
+++ b/localstack-core/localstack/services/dynamodbstreams/provider.py
@@ -37,6 +37,7 @@
     table_name_from_stream_arn,
 )
 from localstack.services.plugins import ServiceLifecycleHook
+from localstack.state import StateVisitor
 from localstack.utils.collections import select_from_typed_dict
 
 LOG = logging.getLogger(__name__)
@@ -57,6 +58,11 @@ class DynamoDBStreamsProvider(DynamodbstreamsApi, ServiceLifecycleHook):
     def __init__(self):
         self.shard_to_region = {}
 
+    def accept_state_visitor(self, visitor: StateVisitor):
+        from localstack.services.dynamodbstreams.models import dynamodbstreams_stores
+
+        visitor.visit(dynamodbstreams_stores)
+
     def describe_stream(
         self,
         context: RequestContext,
diff --git a/localstack-core/localstack/services/dynamodbstreams/v2/provider.py b/localstack-core/localstack/services/dynamodbstreams/v2/provider.py
index a91fbc592a992..9c8bb6d02bd8a 100644
--- a/localstack-core/localstack/services/dynamodbstreams/v2/provider.py
+++ b/localstack-core/localstack/services/dynamodbstreams/v2/provider.py
@@ -18,6 +18,7 @@
 from localstack.services.dynamodb.v2.provider import DynamoDBProvider, modify_context_region
 from localstack.services.dynamodbstreams.dynamodbstreams_api import get_original_region
 from localstack.services.plugins import ServiceLifecycleHook
+from localstack.state import StateVisitor
 from localstack.utils.aws.arns import parse_arn
 
 LOG = logging.getLogger(__name__)
@@ -32,6 +33,11 @@ def __init__(self):
         self.server = DynamodbServer.get()
         self.shard_to_region = {}
 
+    def accept_state_visitor(self, visitor: StateVisitor):
+        # DynamoDB Streams state is entirely dependent on DynamoDB Local state, and does not hold state itself
+        # the DynamoDB provider is responsible for the persistence of DDB Streams
+        pass
+
     def on_after_init(self):
         # add response processor specific to ddblocal
         handlers.modify_service_response.append(self.service, modify_ddblocal_arns)
diff --git a/localstack-core/localstack/services/ec2/provider.py b/localstack-core/localstack/services/ec2/provider.py
index 03a72e873b35f..2480058d5f089 100644
--- a/localstack-core/localstack/services/ec2/provider.py
+++ b/localstack-core/localstack/services/ec2/provider.py
@@ -94,6 +94,7 @@
 from localstack.services.ec2.patches import apply_patches
 from localstack.services.moto import call_moto, call_moto_with_request
 from localstack.services.plugins import ServiceLifecycleHook
+from localstack.state import StateVisitor
 from localstack.utils.patch import patch
 from localstack.utils.strings import first_char_to_upper, long_uid, short_uid
 
@@ -107,6 +108,11 @@ class Ec2Provider(Ec2Api, ABC, ServiceLifecycleHook):
     def on_after_init(self):
         apply_patches()
 
+    def accept_state_visitor(self, visitor: StateVisitor):
+        from moto.ec2.models import ec2_backends
+
+        visitor.visit(ec2_backends)
+
     @handler("DescribeAvailabilityZones", expand=False)
     def describe_availability_zones(
         self,
diff --git a/localstack-core/localstack/services/es/provider.py b/localstack-core/localstack/services/es/provider.py
index 0551b956d8621..0490568228975 100644
--- a/localstack-core/localstack/services/es/provider.py
+++ b/localstack-core/localstack/services/es/provider.py
@@ -68,6 +68,7 @@
 )
 from localstack.aws.connect import connect_to
 from localstack.services.opensearch.packages import ELASTICSEARCH_DEFAULT_VERSION
+from localstack.state import StateVisitor
 
 
 def _version_to_opensearch(
@@ -208,6 +209,11 @@ def exception_mapper():
 
 
 class EsProvider(EsApi):
+    def accept_state_visitor(self, visitor: StateVisitor):
+        # ES state entirely depends on `opensearch`, and delegates its entire state to it
+        # we do not need to manage state in ES
+        pass
+
     def create_elasticsearch_domain(
         self,
         context: RequestContext,
diff --git a/localstack-core/localstack/services/events/provider.py b/localstack-core/localstack/services/events/provider.py
index 2226a6ef41b44..bc05158e8ec3e 100644
--- a/localstack-core/localstack/services/events/provider.py
+++ b/localstack-core/localstack/services/events/provider.py
@@ -168,6 +168,7 @@
     recursive_remove_none_values_from_dict,
 )
 from localstack.services.plugins import ServiceLifecycleHook
+from localstack.state import StateVisitor
 from localstack.utils.common import truncate
 from localstack.utils.event_matcher import matches_event
 from localstack.utils.strings import long_uid
@@ -246,6 +247,9 @@ def __init__(self):
         self._connection_service_store: ConnectionServiceDict = {}
         self._api_destination_service_store: ApiDestinationServiceDict = {}
 
+    def accept_state_visitor(self, visitor: StateVisitor):
+        visitor.visit(events_stores)
+
     def on_before_start(self):
         JobScheduler.start()
 
diff --git a/localstack-core/localstack/services/events/v1/provider.py b/localstack-core/localstack/services/events/v1/provider.py
index 9c0352a1aa76b..15716399b47c1 100644
--- a/localstack-core/localstack/services/events/v1/provider.py
+++ b/localstack-core/localstack/services/events/v1/provider.py
@@ -45,6 +45,7 @@
 from localstack.services.events.v1.models import EventsStore, events_stores
 from localstack.services.moto import call_moto
 from localstack.services.plugins import ServiceLifecycleHook
+from localstack.state import StateVisitor
 from localstack.utils.aws.arns import event_bus_arn, parse_arn
 from localstack.utils.aws.client_types import ServicePrincipal
 from localstack.utils.aws.message_forwarding import send_event_to_target
@@ -83,6 +84,14 @@ def on_before_start(self):
     def on_before_stop(self):
         JobScheduler.shutdown()
 
+    def accept_state_visitor(self, visitor: StateVisitor):
+        from moto.events.models import events_backends
+
+        from localstack.services.events.v1.models import events_stores
+
+        visitor.visit(events_backends)
+        visitor.visit(events_stores)
+
     @route("/_aws/events/rules/<path:rule_arn>/trigger")
     def trigger_scheduled_rule(self, request: Request, rule_arn: str):
         """Developer endpoint to trigger a scheduled rule."""
diff --git a/localstack-core/localstack/services/firehose/provider.py b/localstack-core/localstack/services/firehose/provider.py
index 788300470d1f2..4ea52fb3fa5d6 100644
--- a/localstack-core/localstack/services/firehose/provider.py
+++ b/localstack-core/localstack/services/firehose/provider.py
@@ -94,6 +94,7 @@
     convert_source_config_to_desc,
 )
 from localstack.services.firehose.models import FirehoseStore, firehose_stores
+from localstack.state import StateVisitor
 from localstack.utils.aws.arns import (
     extract_account_id_from_arn,
     extract_region_from_arn,
@@ -251,8 +252,12 @@ class FirehoseProvider(FirehoseApi):
 
     def __init__(self) -> None:
         super().__init__()
+        # TODO: stop/restart the kinesis listeners when stopping the service / reset the state / restore the state
         self.kinesis_listeners = {}
 
+    def accept_state_visitor(self, visitor: StateVisitor):
+        visitor.visit(firehose_stores)
+
     @staticmethod
     def get_store(account_id: str, region_name: str) -> FirehoseStore:
         return firehose_stores[account_id][region_name]
diff --git a/localstack-core/localstack/services/iam/provider.py b/localstack-core/localstack/services/iam/provider.py
index b03bc2423885f..e62b43f503894 100644
--- a/localstack-core/localstack/services/iam/provider.py
+++ b/localstack-core/localstack/services/iam/provider.py
@@ -75,6 +75,7 @@
 )
 from localstack.services.iam.resources.service_linked_roles import SERVICE_LINKED_ROLES
 from localstack.services.moto import call_moto
+from localstack.state import StateVisitor
 from localstack.utils.aws.request_context import extract_access_key_id_from_auth_header
 
 LOG = logging.getLogger(__name__)
@@ -110,6 +111,9 @@ def __init__(self):
         apply_iam_patches()
         self.policy_simulator = BasicIAMPolicySimulator()
 
+    def accept_state_visitor(self, visitor: StateVisitor):
+        visitor.visit(iam_backends)
+
     @handler("CreateRole", expand=False)
     def create_role(
         self, context: RequestContext, request: CreateRoleRequest
diff --git a/localstack-core/localstack/services/kms/provider.py b/localstack-core/localstack/services/kms/provider.py
index b567a7c279c16..bdb90de4170c8 100644
--- a/localstack-core/localstack/services/kms/provider.py
+++ b/localstack-core/localstack/services/kms/provider.py
@@ -138,6 +138,7 @@
     validate_alias_name,
 )
 from localstack.services.plugins import ServiceLifecycleHook
+from localstack.state import StateVisitor
 from localstack.utils.aws.arns import get_partition, kms_alias_arn, parse_arn
 from localstack.utils.collections import PaginatedList
 from localstack.utils.common import select_attributes
@@ -201,6 +202,9 @@ class KmsProvider(KmsApi, ServiceLifecycleHook):
     - VerifyMac
     """
 
+    def accept_state_visitor(self, visitor: StateVisitor):
+        visitor.visit(kms_stores)
+
     #
     # Helpers
     #
diff --git a/localstack-core/localstack/services/logs/provider.py b/localstack-core/localstack/services/logs/provider.py
index c18df99a9bdef..85cc218c57f4a 100644
--- a/localstack-core/localstack/services/logs/provider.py
+++ b/localstack-core/localstack/services/logs/provider.py
@@ -43,6 +43,7 @@
 from localstack.services.logs.models import get_moto_logs_backend, logs_stores
 from localstack.services.moto import call_moto
 from localstack.services.plugins import ServiceLifecycleHook
+from localstack.state import StateVisitor
 from localstack.utils.aws import arns
 from localstack.utils.aws.client_types import ServicePrincipal
 from localstack.utils.bootstrap import is_api_enabled
@@ -57,6 +58,12 @@ def __init__(self):
         super().__init__()
         self.cw_client = connect_to().cloudwatch
 
+    def accept_state_visitor(self, visitor: StateVisitor):
+        from moto.logs.models import logs_backends
+
+        visitor.visit(logs_backends)
+        visitor.visit(logs_stores)
+
     def put_log_events(
         self,
         context: RequestContext,
diff --git a/localstack-core/localstack/services/resource_groups/provider.py b/localstack-core/localstack/services/resource_groups/provider.py
index 647dbadbae1e3..f98ce1fd1e796 100644
--- a/localstack-core/localstack/services/resource_groups/provider.py
+++ b/localstack-core/localstack/services/resource_groups/provider.py
@@ -1,5 +1,9 @@
 from localstack.aws.api.resource_groups import ResourceGroupsApi
+from localstack.state import StateVisitor
 
 
 class ResourceGroupsProvider(ResourceGroupsApi):
-    pass
+    def accept_state_visitor(self, visitor: StateVisitor):
+        from moto.resourcegroups.models import resourcegroups_backends
+
+        visitor.visit(resourcegroups_backends)
diff --git a/localstack-core/localstack/services/resourcegroupstaggingapi/provider.py b/localstack-core/localstack/services/resourcegroupstaggingapi/provider.py
index a9535da68eaae..ea7629b5304e1 100644
--- a/localstack-core/localstack/services/resourcegroupstaggingapi/provider.py
+++ b/localstack-core/localstack/services/resourcegroupstaggingapi/provider.py
@@ -1,7 +1,12 @@
 from abc import ABC
 
 from localstack.aws.api.resourcegroupstaggingapi import ResourcegroupstaggingapiApi
+from localstack.state import StateVisitor
 
 
 class ResourcegroupstaggingapiProvider(ResourcegroupstaggingapiApi, ABC):
-    pass
+    def accept_state_visitor(self, visitor: StateVisitor):
+        # currently, Moto resourcegroupstaggingapi stores all tags into the other services backend, so their backend
+        # does not hold any state and is not worth saving. It only holds direct references to other services
+        # It only holds pagination tokens that are not worth keeping
+        pass

From c603057afcea5fedee6fffae6d3b1f9402c89738 Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Mon, 1 Dec 2025 11:55:22 -0800
Subject: [PATCH 420/697] Update ASF APIs, provider signatures, disable lambda
 patches (#13444)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
Co-authored-by: Silvio Vasiljevic <silvio.vasiljevic@gmail.com>
---
 .../localstack/aws/api/ec2/__init__.py        |   33 +
 .../localstack/aws/api/lambda_/__init__.py    |   58 +-
 .../localstack/aws/api/logs/__init__.py       |   19 +
 .../localstack/aws/api/route53/__init__.py    |   42 +
 .../aws/data/lambda/2025-11-30/README.md      |    2 -
 .../aws/data/lambda/2025-11-30/service-2.json | 7416 -----------------
 .../localstack/services/lambda_/provider.py   |    2 +
 .../localstack/services/logs/provider.py      |    2 +
 pyproject.toml                                |    6 +-
 requirements-base-runtime.txt                 |    6 +-
 requirements-dev.txt                          |    8 +-
 requirements-runtime.txt                      |    8 +-
 requirements-test.txt                         |    8 +-
 requirements-typehint.txt                     |    8 +-
 14 files changed, 152 insertions(+), 7466 deletions(-)
 delete mode 100644 localstack-core/localstack/aws/data/lambda/2025-11-30/README.md
 delete mode 100644 localstack-core/localstack/aws/data/lambda/2025-11-30/service-2.json

diff --git a/localstack-core/localstack/aws/api/ec2/__init__.py b/localstack-core/localstack/aws/api/ec2/__init__.py
index 9e8a98e8a6453..380218d1ea4be 100644
--- a/localstack-core/localstack/aws/api/ec2/__init__.py
+++ b/localstack-core/localstack/aws/api/ec2/__init__.py
@@ -3263,6 +3263,25 @@ class NatGatewayAddressStatus(StrEnum):
     failed = "failed"
 
 
+class NatGatewayApplianceModifyState(StrEnum):
+    modifying = "modifying"
+    completed = "completed"
+    failed = "failed"
+
+
+class NatGatewayApplianceState(StrEnum):
+    attaching = "attaching"
+    attached = "attached"
+    detaching = "detaching"
+    detached = "detached"
+    attach_failed = "attach-failed"
+    detach_failed = "detach-failed"
+
+
+class NatGatewayApplianceType(StrEnum):
+    network_firewall_proxy = "network-firewall-proxy"
+
+
 class NatGatewayState(StrEnum):
     pending = "pending"
     failed = "failed"
@@ -9449,6 +9468,19 @@ class CreateNatGatewayRequest(ServiceRequest):
     SecondaryPrivateIpAddressCount: PrivateIpAddressCount | None
 
 
+class NatGatewayAttachedAppliance(TypedDict, total=False):
+    Type: NatGatewayApplianceType | None
+    ApplianceArn: String | None
+    VpcEndpointId: String | None
+    AttachmentState: NatGatewayApplianceState | None
+    ModificationState: NatGatewayApplianceModifyState | None
+    FailureCode: String | None
+    FailureMessage: String | None
+
+
+NatGatewayAttachedApplianceList = list[NatGatewayAttachedAppliance]
+
+
 class ProvisionedBandwidth(TypedDict, total=False):
     ProvisionTime: DateTime | None
     Provisioned: String | None
@@ -9473,6 +9505,7 @@ class NatGateway(TypedDict, total=False):
     AvailabilityMode: AvailabilityMode | None
     AutoScalingIps: AutoScalingIpsState | None
     AutoProvisionZones: AutoProvisionZonesState | None
+    AttachedAppliances: NatGatewayAttachedApplianceList | None
     RouteTableId: String | None
 
 
diff --git a/localstack-core/localstack/aws/api/lambda_/__init__.py b/localstack-core/localstack/aws/api/lambda_/__init__.py
index 240541bde9b55..9fd3e1fecff2c 100644
--- a/localstack-core/localstack/aws/api/lambda_/__init__.py
+++ b/localstack-core/localstack/aws/api/lambda_/__init__.py
@@ -88,6 +88,7 @@
 PositiveInteger = int
 Principal = str
 PrincipalOrgID = str
+ProvisionedPollerGroupName = str
 PublishedFunctionQualifier = str
 Qualifier = str
 Queue = str
@@ -111,6 +112,7 @@
 TaggableResource = str
 TagsErrorCode = str
 TagsErrorMessage = str
+TenantId = str
 Timeout = int
 Timestamp = str
 Topic = str
@@ -295,59 +297,47 @@ class Runtime(StrEnum):
     nodejs = "nodejs"
     nodejs4_3 = "nodejs4.3"
     nodejs6_10 = "nodejs6.10"
-    nodejs8_9 = "nodejs8.9"
     nodejs8_10 = "nodejs8.10"
-    nodejs8_x = "nodejs8.x"
     nodejs10_x = "nodejs10.x"
     nodejs12_x = "nodejs12.x"
     nodejs14_x = "nodejs14.x"
     nodejs16_x = "nodejs16.x"
-    nodejs18_x = "nodejs18.x"
-    nodejs20_x = "nodejs20.x"
-    nodejs22_x = "nodejs22.x"
-    nodejs24_x = "nodejs24.x"
     java8 = "java8"
     java8_al2 = "java8.al2"
     java11 = "java11"
-    java17 = "java17"
-    java21 = "java21"
-    java25 = "java25"
     python2_7 = "python2.7"
-    python3_4 = "python3.4"
     python3_6 = "python3.6"
     python3_7 = "python3.7"
     python3_8 = "python3.8"
     python3_9 = "python3.9"
-    python3_10 = "python3.10"
-    python3_11 = "python3.11"
-    python3_12 = "python3.12"
-    python3_13 = "python3.13"
-    python3_14 = "python3.14"
     dotnetcore1_0 = "dotnetcore1.0"
     dotnetcore2_0 = "dotnetcore2.0"
     dotnetcore2_1 = "dotnetcore2.1"
     dotnetcore3_1 = "dotnetcore3.1"
     dotnet6 = "dotnet6"
     dotnet8 = "dotnet8"
-    dotnet10 = "dotnet10"
     nodejs4_3_edge = "nodejs4.3-edge"
-    python2_7_greengrass = "python2.7-greengrass"
-    byol = "byol"
-    go1_9 = "go1.9"
     go1_x = "go1.x"
     ruby2_5 = "ruby2.5"
-    ruby2_6 = "ruby2.6"
     ruby2_7 = "ruby2.7"
+    provided = "provided"
+    provided_al2 = "provided.al2"
+    nodejs18_x = "nodejs18.x"
+    python3_10 = "python3.10"
+    java17 = "java17"
     ruby3_2 = "ruby3.2"
     ruby3_3 = "ruby3.3"
     ruby3_4 = "ruby3.4"
-    provided = "provided"
-    provided_al2 = "provided.al2"
+    python3_11 = "python3.11"
+    nodejs20_x = "nodejs20.x"
     provided_al2023 = "provided.al2023"
-    nasa = "nasa"
-    nodejs26_x = "nodejs26.x"
-    ruby3_5 = "ruby3.5"
-    python3_15 = "python3.15"
+    python3_12 = "python3.12"
+    java21 = "java21"
+    python3_13 = "python3.13"
+    nodejs22_x = "nodejs22.x"
+    nodejs24_x = "nodejs24.x"
+    python3_14 = "python3.14"
+    java25 = "java25"
 
 
 class SchemaRegistryEventRecordFormat(StrEnum):
@@ -432,6 +422,10 @@ class SystemLogLevel(StrEnum):
     WARN = "WARN"
 
 
+class TenantIsolationMode(StrEnum):
+    PER_TENANT = "PER_TENANT"
+
+
 class ThrottleReason(StrEnum):
     ConcurrentInvocationLimitExceeded = "ConcurrentInvocationLimitExceeded"
     FunctionInvocationRateLimitExceeded = "FunctionInvocationRateLimitExceeded"
@@ -995,6 +989,7 @@ class CreateCodeSigningConfigResponse(TypedDict, total=False):
 class ProvisionedPollerConfig(TypedDict, total=False):
     MinimumPollers: MinimumNumberOfPollers | None
     MaximumPollers: MaximumNumberOfPollers | None
+    PollerGroupName: ProvisionedPollerGroupName | None
 
 
 EventSourceMappingMetricList = list[EventSourceMappingMetric]
@@ -1095,6 +1090,10 @@ class CreateEventSourceMappingRequest(ServiceRequest):
     ProvisionedPollerConfig: ProvisionedPollerConfig | None
 
 
+class TenancyConfig(TypedDict, total=False):
+    TenantIsolationMode: TenantIsolationMode
+
+
 class LoggingConfig(TypedDict, total=False):
     LogFormat: LogFormat | None
     ApplicationLogLevel: ApplicationLogLevel | None
@@ -1189,6 +1188,7 @@ class CreateFunctionRequest(ServiceRequest):
     LoggingConfig: LoggingConfig | None
     CapacityProviderConfig: CapacityProviderConfig | None
     PublishTo: FunctionVersionLatestPublished | None
+    TenancyConfig: TenancyConfig | None
 
 
 class CreateFunctionUrlConfigRequest(ServiceRequest):
@@ -1417,6 +1417,7 @@ class FunctionConfiguration(TypedDict, total=False):
     LoggingConfig: LoggingConfig | None
     CapacityProviderConfig: CapacityProviderConfig | None
     ConfigSha256: String | None
+    TenancyConfig: TenancyConfig | None
 
 
 class FunctionEventInvokeConfig(TypedDict, total=False):
@@ -1651,6 +1652,7 @@ class InvocationRequest(ServiceRequest):
     LogType: LogType | None
     ClientContext: String | None
     Qualifier: NumericLatestPublishedOrAliasQualifier | None
+    TenantId: TenantId | None
 
 
 class InvocationResponse(TypedDict, total=False):
@@ -1687,6 +1689,7 @@ class InvokeWithResponseStreamRequest(ServiceRequest):
     LogType: LogType | None
     ClientContext: String | None
     Qualifier: NumericLatestPublishedOrAliasQualifier | None
+    TenantId: TenantId | None
 
 
 class InvokeWithResponseStreamResponseEvent(TypedDict, total=False):
@@ -2287,6 +2290,7 @@ def create_function(
         logging_config: LoggingConfig | None = None,
         capacity_provider_config: CapacityProviderConfig | None = None,
         publish_to: FunctionVersionLatestPublished | None = None,
+        tenancy_config: TenancyConfig | None = None,
         **kwargs,
     ) -> FunctionConfiguration:
         raise NotImplementedError
@@ -2544,6 +2548,7 @@ def invoke(
         client_context: String | None = None,
         payload: IO[Blob] | None = None,
         qualifier: NumericLatestPublishedOrAliasQualifier | None = None,
+        tenant_id: TenantId | None = None,
         **kwargs,
     ) -> InvocationResponse:
         raise NotImplementedError
@@ -2568,6 +2573,7 @@ def invoke_with_response_stream(
         client_context: String | None = None,
         qualifier: NumericLatestPublishedOrAliasQualifier | None = None,
         payload: IO[Blob] | None = None,
+        tenant_id: TenantId | None = None,
         **kwargs,
     ) -> InvokeWithResponseStreamResponse:
         raise NotImplementedError
diff --git a/localstack-core/localstack/aws/api/logs/__init__.py b/localstack-core/localstack/aws/api/logs/__init__.py
index 1996d6c6f4f57..4bd86f0f712c9 100644
--- a/localstack-core/localstack/aws/api/logs/__init__.py
+++ b/localstack-core/localstack/aws/api/logs/__init__.py
@@ -22,6 +22,7 @@
 DataProtectionPolicyDocument = str
 Days = int
 DefaultValue = float
+DeletionProtectionEnabled = bool
 Delimiter = str
 DeliveryDestinationName = str
 DeliveryDestinationPolicy = str
@@ -781,6 +782,7 @@ class CreateLogGroupRequest(ServiceRequest):
     kmsKeyId: KmsKeyId | None
     tags: Tags | None
     logGroupClass: LogGroupClass | None
+    deletionProtectionEnabled: DeletionProtectionEnabled | None
 
 
 class CreateLogStreamRequest(ServiceRequest):
@@ -1178,6 +1180,7 @@ class LogGroup(TypedDict, total=False):
     inheritedProperties: InheritedProperties | None
     logGroupClass: LogGroupClass | None
     logGroupArn: Arn | None
+    deletionProtectionEnabled: DeletionProtectionEnabled | None
 
 
 LogGroups = list[LogGroup]
@@ -2210,6 +2213,11 @@ class PutLogEventsResponse(TypedDict, total=False):
     rejectedEntityInfo: RejectedEntityInfo | None
 
 
+class PutLogGroupDeletionProtectionRequest(ServiceRequest):
+    logGroupIdentifier: LogGroupIdentifier
+    deletionProtectionEnabled: DeletionProtectionEnabled
+
+
 class PutMetricFilterRequest(ServiceRequest):
     logGroupName: LogGroupName
     filterName: FilterName
@@ -2494,6 +2502,7 @@ def create_log_group(
         kms_key_id: KmsKeyId | None = None,
         tags: Tags | None = None,
         log_group_class: LogGroupClass | None = None,
+        deletion_protection_enabled: DeletionProtectionEnabled | None = None,
         **kwargs,
     ) -> None:
         raise NotImplementedError
@@ -3204,6 +3213,16 @@ def put_log_events(
     ) -> PutLogEventsResponse:
         raise NotImplementedError
 
+    @handler("PutLogGroupDeletionProtection")
+    def put_log_group_deletion_protection(
+        self,
+        context: RequestContext,
+        log_group_identifier: LogGroupIdentifier,
+        deletion_protection_enabled: DeletionProtectionEnabled,
+        **kwargs,
+    ) -> None:
+        raise NotImplementedError
+
     @handler("PutMetricFilter")
     def put_metric_filter(
         self,
diff --git a/localstack-core/localstack/aws/api/route53/__init__.py b/localstack-core/localstack/aws/api/route53/__init__.py
index 817ba086adc77..fa8c956dedf6c 100644
--- a/localstack-core/localstack/aws/api/route53/__init__.py
+++ b/localstack-core/localstack/aws/api/route53/__init__.py
@@ -7,6 +7,7 @@
 ARN = str
 AWSAccountID = str
 AWSRegion = str
+AcceleratedRecoveryEnabled = bool
 AlarmName = str
 AliasHealthEnabled = bool
 AssociateVPCComment = str
@@ -26,6 +27,7 @@
 EnableSNI = bool
 ErrorMessage = str
 EvaluationPeriods = int
+FailureReason = str
 FailureThreshold = int
 FullyQualifiedDomainName = str
 GeoLocationContinentCode = str
@@ -98,6 +100,17 @@
 VPCId = str
 
 
+class AcceleratedRecoveryStatus(StrEnum):
+    ENABLING = "ENABLING"
+    ENABLE_FAILED = "ENABLE_FAILED"
+    ENABLING_HOSTED_ZONE_LOCKED = "ENABLING_HOSTED_ZONE_LOCKED"
+    ENABLED = "ENABLED"
+    DISABLING = "DISABLING"
+    DISABLE_FAILED = "DISABLE_FAILED"
+    DISABLED = "DISABLED"
+    DISABLING_HOSTED_ZONE_LOCKED = "DISABLING_HOSTED_ZONE_LOCKED"
+
+
 class AccountLimitType(StrEnum):
     MAX_HEALTH_CHECKS_BY_OWNER = "MAX_HEALTH_CHECKS_BY_OWNER"
     MAX_HOSTED_ZONES_BY_OWNER = "MAX_HOSTED_ZONES_BY_OWNER"
@@ -1073,6 +1086,15 @@ class DelegationSet(TypedDict, total=False):
     NameServers: DelegationSetNameServers
 
 
+class HostedZoneFailureReasons(TypedDict, total=False):
+    AcceleratedRecovery: FailureReason | None
+
+
+class HostedZoneFeatures(TypedDict, total=False):
+    AcceleratedRecoveryStatus: AcceleratedRecoveryStatus | None
+    FailureReasons: HostedZoneFailureReasons | None
+
+
 HostedZoneRRSetCount = int
 
 
@@ -1083,6 +1105,7 @@ class HostedZone(TypedDict, total=False):
     Config: HostedZoneConfig | None
     ResourceRecordSetCount: HostedZoneRRSetCount | None
     LinkedService: LinkedService | None
+    Features: HostedZoneFeatures | None
 
 
 class CreateHostedZoneResponse(TypedDict, total=False):
@@ -1908,6 +1931,15 @@ class UpdateHostedZoneCommentResponse(TypedDict, total=False):
     HostedZone: HostedZone
 
 
+class UpdateHostedZoneFeaturesRequest(ServiceRequest):
+    HostedZoneId: ResourceId
+    EnableAcceleratedRecovery: AcceleratedRecoveryEnabled | None
+
+
+class UpdateHostedZoneFeaturesResponse(TypedDict, total=False):
+    pass
+
+
 class UpdateTrafficPolicyCommentRequest(ServiceRequest):
     Id: TrafficPolicyId
     Version: TrafficPolicyVersion
@@ -2543,6 +2575,16 @@ def update_hosted_zone_comment(
     ) -> UpdateHostedZoneCommentResponse:
         raise NotImplementedError
 
+    @handler("UpdateHostedZoneFeatures")
+    def update_hosted_zone_features(
+        self,
+        context: RequestContext,
+        hosted_zone_id: ResourceId,
+        enable_accelerated_recovery: AcceleratedRecoveryEnabled | None = None,
+        **kwargs,
+    ) -> UpdateHostedZoneFeaturesResponse:
+        raise NotImplementedError
+
     @handler("UpdateTrafficPolicyComment")
     def update_traffic_policy_comment(
         self,
diff --git a/localstack-core/localstack/aws/data/lambda/2025-11-30/README.md b/localstack-core/localstack/aws/data/lambda/2025-11-30/README.md
deleted file mode 100644
index 698cdd4409003..0000000000000
--- a/localstack-core/localstack/aws/data/lambda/2025-11-30/README.md
+++ /dev/null
@@ -1,2 +0,0 @@
-The specifications here overwrite the default Lambda specs in botocore with the specs we got as part of our partnership with the AWS Lambda team for the co-launch of Lambda Managed Instances.
-- `service-2.json` contains the new public API model (status 2025-11-24). The directory follows the `requestUri` naming `2025-11-30` (e.g., `CreateCapacityProvider`).
diff --git a/localstack-core/localstack/aws/data/lambda/2025-11-30/service-2.json b/localstack-core/localstack/aws/data/lambda/2025-11-30/service-2.json
deleted file mode 100644
index 0f8dee9280c4b..0000000000000
--- a/localstack-core/localstack/aws/data/lambda/2025-11-30/service-2.json
+++ /dev/null
@@ -1,7416 +0,0 @@
-{
-  "version":"2.0",
-  "metadata":{
-    "apiVersion":"2015-03-31",
-    "auth":["aws.auth#sigv4"],
-    "endpointPrefix":"lambda",
-    "protocol":"rest-json",
-    "protocols":["rest-json"],
-    "serviceFullName":"AWS Lambda",
-    "serviceId":"Lambda",
-    "signatureVersion":"v4",
-    "signingName":"lambda",
-    "uid":"lambda-2015-03-31"
-  },
-  "operations":{
-    "AddLayerVersionPermission":{
-      "name":"AddLayerVersionPermission",
-      "http":{
-        "method":"POST",
-        "requestUri":"/2018-10-31/layers/{LayerName}/versions/{VersionNumber}/policy",
-        "responseCode":201
-      },
-      "input":{"shape":"AddLayerVersionPermissionRequest"},
-      "output":{"shape":"AddLayerVersionPermissionResponse"},
-      "errors":[
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"ResourceConflictException"},
-        {"shape":"ServiceException"},
-        {"shape":"TooManyRequestsException"},
-        {"shape":"PolicyLengthExceededException"},
-        {"shape":"ResourceNotFoundException"},
-        {"shape":"PreconditionFailedException"}
-      ],
-      "documentation":"<p>Adds permissions to the resource-based policy of a version of an <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-layers.html\">Lambda layer</a>. Use this action to grant layer usage permission to other accounts. You can grant permission to a single account, all accounts in an organization, or all Amazon Web Services accounts. </p> <p>To revoke permission, call <a>RemoveLayerVersionPermission</a> with the statement ID that you specified when you added it.</p>"
-    },
-    "AddPermission":{
-      "name":"AddPermission",
-      "http":{
-        "method":"POST",
-        "requestUri":"/2015-03-31/functions/{FunctionName}/policy",
-        "responseCode":201
-      },
-      "input":{"shape":"AddPermissionRequest"},
-      "output":{"shape":"AddPermissionResponse"},
-      "errors":[
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"ResourceConflictException"},
-        {"shape":"ServiceException"},
-        {"shape":"TooManyRequestsException"},
-        {"shape":"PolicyLengthExceededException"},
-        {"shape":"ResourceNotFoundException"},
-        {"shape":"PreconditionFailedException"}
-      ],
-      "documentation":"<p>Grants a <a href=\"https://docs.aws.amazon.com/IAM/latest/UserGuide/reference_policies_elements_principal.html#Principal_specifying\">principal</a> permission to use a function. You can apply the policy at the function level, or specify a qualifier to restrict access to a single version or alias. If you use a qualifier, the invoker must use the full Amazon Resource Name (ARN) of that version or alias to invoke the function. Note: Lambda does not support adding policies to version $LATEST.</p> <p>To grant permission to another account, specify the account ID as the <code>Principal</code>. To grant permission to an organization defined in Organizations, specify the organization ID as the <code>PrincipalOrgID</code>. For Amazon Web Services services, the principal is a domain-style identifier that the service defines, such as <code>s3.amazonaws.com</code> or <code>sns.amazonaws.com</code>. For Amazon Web Services services, you can also specify the ARN of the associated resource as the <code>SourceArn</code>. If you grant permission to a service principal without specifying the source, other accounts could potentially configure resources in their account to invoke your Lambda function.</p> <p>This operation adds a statement to a resource-based permissions policy for the function. For more information about function policies, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/access-control-resource-based.html\">Using resource-based policies for Lambda</a>.</p>"
-    },
-    "CreateAlias":{
-      "name":"CreateAlias",
-      "http":{
-        "method":"POST",
-        "requestUri":"/2015-03-31/functions/{FunctionName}/aliases",
-        "responseCode":201
-      },
-      "input":{"shape":"CreateAliasRequest"},
-      "output":{"shape":"AliasConfiguration"},
-      "errors":[
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"ResourceConflictException"},
-        {"shape":"ServiceException"},
-        {"shape":"TooManyRequestsException"},
-        {"shape":"ResourceNotFoundException"}
-      ],
-      "documentation":"<p>Creates an <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-aliases.html\">alias</a> for a Lambda function version. Use aliases to provide clients with a function identifier that you can update to invoke a different version.</p> <p>You can also map an alias to split invocation requests between two versions. Use the <code>RoutingConfig</code> parameter to specify a second version and the percentage of invocation requests that it receives.</p>",
-      "idempotent":true
-    },
-    "CreateCapacityProvider":{
-      "name":"CreateCapacityProvider",
-      "http":{
-        "method":"POST",
-        "requestUri":"/2025-11-30/capacity-providers",
-        "responseCode":202
-      },
-      "input":{"shape":"CreateCapacityProviderRequest"},
-      "output":{"shape":"CreateCapacityProviderResponse"},
-      "errors":[
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"ResourceConflictException"},
-        {"shape":"ServiceException"},
-        {"shape":"TooManyRequestsException"},
-        {"shape":"CapacityProviderLimitExceededException"}
-      ],
-      "idempotent":true
-    },
-    "CreateCodeSigningConfig":{
-      "name":"CreateCodeSigningConfig",
-      "http":{
-        "method":"POST",
-        "requestUri":"/2020-04-22/code-signing-configs",
-        "responseCode":201
-      },
-      "input":{"shape":"CreateCodeSigningConfigRequest"},
-      "output":{"shape":"CreateCodeSigningConfigResponse"},
-      "errors":[
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"ServiceException"}
-      ],
-      "documentation":"<p>Creates a code signing configuration. A <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-codesigning.html\">code signing configuration</a> defines a list of allowed signing profiles and defines the code-signing validation policy (action to be taken if deployment validation checks fail). </p>"
-    },
-    "CreateEventSourceMapping":{
-      "name":"CreateEventSourceMapping",
-      "http":{
-        "method":"POST",
-        "requestUri":"/2015-03-31/event-source-mappings",
-        "responseCode":202
-      },
-      "input":{"shape":"CreateEventSourceMappingRequest"},
-      "output":{"shape":"EventSourceMappingConfiguration"},
-      "errors":[
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"ResourceConflictException"},
-        {"shape":"ServiceException"},
-        {"shape":"TooManyRequestsException"},
-        {"shape":"ResourceNotFoundException"}
-      ],
-      "documentation":"<p>Creates a mapping between an event source and an Lambda function. Lambda reads items from the event source and invokes the function.</p> <p>For details about how to configure different event sources, see the following topics. </p> <ul> <li> <p> <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-ddb.html#services-dynamodb-eventsourcemapping\"> Amazon DynamoDB Streams</a> </p> </li> <li> <p> <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-kinesis.html#services-kinesis-eventsourcemapping\"> Amazon Kinesis</a> </p> </li> <li> <p> <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-sqs.html#events-sqs-eventsource\"> Amazon SQS</a> </p> </li> <li> <p> <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-mq.html#services-mq-eventsourcemapping\"> Amazon MQ and RabbitMQ</a> </p> </li> <li> <p> <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-msk.html\"> Amazon MSK</a> </p> </li> <li> <p> <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/kafka-smaa.html\"> Apache Kafka</a> </p> </li> <li> <p> <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-documentdb.html\"> Amazon DocumentDB</a> </p> </li> </ul> <p>The following error handling options are available only for DynamoDB and Kinesis event sources:</p> <ul> <li> <p> <code>BisectBatchOnFunctionError</code> – If the function returns an error, split the batch in two and retry.</p> </li> <li> <p> <code>MaximumRecordAgeInSeconds</code> – Discard records older than the specified age. The default value is infinite (-1). When set to infinite (-1), failed records are retried until the record expires</p> </li> <li> <p> <code>MaximumRetryAttempts</code> – Discard records after the specified number of retries. The default value is infinite (-1). When set to infinite (-1), failed records are retried until the record expires.</p> </li> <li> <p> <code>ParallelizationFactor</code> – Process multiple batches from each shard concurrently.</p> </li> </ul> <p>For stream sources (DynamoDB, Kinesis, Amazon MSK, and self-managed Apache Kafka), the following option is also available:</p> <ul> <li> <p> <code>OnFailure</code> – Send discarded records to an Amazon SQS queue, Amazon SNS topic, or Amazon S3 bucket. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/invocation-async-retain-records.html#invocation-async-destinations\">Adding a destination</a>.</p> </li> </ul> <p>For information about which configuration parameters apply to each event source, see the following topics.</p> <ul> <li> <p> <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-ddb.html#services-ddb-params\"> Amazon DynamoDB Streams</a> </p> </li> <li> <p> <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-kinesis.html#services-kinesis-params\"> Amazon Kinesis</a> </p> </li> <li> <p> <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-sqs.html#services-sqs-params\"> Amazon SQS</a> </p> </li> <li> <p> <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-mq.html#services-mq-params\"> Amazon MQ and RabbitMQ</a> </p> </li> <li> <p> <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-msk.html#services-msk-parms\"> Amazon MSK</a> </p> </li> <li> <p> <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-kafka.html#services-kafka-parms\"> Apache Kafka</a> </p> </li> <li> <p> <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-documentdb.html#docdb-configuration\"> Amazon DocumentDB</a> </p> </li> </ul>"
-    },
-    "CreateFunction":{
-      "name":"CreateFunction",
-      "http":{
-        "method":"POST",
-        "requestUri":"/2015-03-31/functions",
-        "responseCode":201
-      },
-      "input":{"shape":"CreateFunctionRequest"},
-      "output":{"shape":"FunctionConfiguration"},
-      "errors":[
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"ResourceConflictException"},
-        {"shape":"ServiceException"},
-        {"shape":"TooManyRequestsException"},
-        {"shape":"InvalidCodeSignatureException"},
-        {"shape":"ResourceNotFoundException"},
-        {"shape":"CodeVerificationFailedException"},
-        {"shape":"CodeSigningConfigNotFoundException"},
-        {"shape":"CodeStorageExceededException"},
-        {"shape":"FunctionVersionsPerCapacityProviderLimitExceededException"}
-      ],
-      "documentation":"<p>Creates a Lambda function. To create a function, you need a <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/gettingstarted-package.html\">deployment package</a> and an <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/intro-permission-model.html#lambda-intro-execution-role\">execution role</a>. The deployment package is a .zip file archive or container image that contains your function code. The execution role grants the function permission to use Amazon Web Services services, such as Amazon CloudWatch Logs for log streaming and X-Ray for request tracing.</p> <p>If the deployment package is a <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/lambda-images.html\">container image</a>, then you set the package type to <code>Image</code>. For a container image, the code property must include the URI of a container image in the Amazon ECR registry. You do not need to specify the handler and runtime properties.</p> <p>If the deployment package is a <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/gettingstarted-package.html#gettingstarted-package-zip\">.zip file archive</a>, then you set the package type to <code>Zip</code>. For a .zip file archive, the code property specifies the location of the .zip file. You must also specify the handler and runtime properties. The code in the deployment package must be compatible with the target instruction set architecture of the function (<code>x86-64</code> or <code>arm64</code>). If you do not specify the architecture, then the default value is <code>x86-64</code>.</p> <p>When you create a function, Lambda provisions an instance of the function and its supporting resources. If your function connects to a VPC, this process can take a minute or so. During this time, you can't invoke or modify the function. The <code>State</code>, <code>StateReason</code>, and <code>StateReasonCode</code> fields in the response from <a>GetFunctionConfiguration</a> indicate when the function is ready to invoke. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/functions-states.html\">Lambda function states</a>.</p> <p>A function has an unpublished version, and can have published versions and aliases. The unpublished version changes when you update your function's code and configuration. A published version is a snapshot of your function code and configuration that can't be changed. An alias is a named resource that maps to a version, and can be changed to map to a different version. Use the <code>Publish</code> parameter to create version <code>1</code> of your function from its initial configuration.</p> <p>The other parameters let you configure version-specific and function-level settings. You can modify version-specific settings later with <a>UpdateFunctionConfiguration</a>. Function-level settings apply to both the unpublished and published versions of the function, and include tags (<a>TagResource</a>) and per-function concurrency limits (<a>PutFunctionConcurrency</a>).</p> <p>You can use code signing if your deployment package is a .zip file archive. To enable code signing for this function, specify the ARN of a code-signing configuration. When a user attempts to deploy a code package with <a>UpdateFunctionCode</a>, Lambda checks that the code package has a valid signature from a trusted publisher. The code-signing configuration includes set of signing profiles, which define the trusted publishers for this function.</p> <p>If another Amazon Web Services account or an Amazon Web Services service invokes your function, use <a>AddPermission</a> to grant permission by creating a resource-based Identity and Access Management (IAM) policy. You can grant permissions at the function level, on a version, or on an alias.</p> <p>To invoke your function directly, use <a>Invoke</a>. To invoke your function in response to events in other Amazon Web Services services, create an event source mapping (<a>CreateEventSourceMapping</a>), or configure a function trigger in the other service. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/lambda-invocation.html\">Invoking Lambda functions</a>.</p>",
-      "idempotent":true
-    },
-    "CreateFunctionUrlConfig":{
-      "name":"CreateFunctionUrlConfig",
-      "http":{
-        "method":"POST",
-        "requestUri":"/2021-10-31/functions/{FunctionName}/url",
-        "responseCode":201
-      },
-      "input":{"shape":"CreateFunctionUrlConfigRequest"},
-      "output":{"shape":"CreateFunctionUrlConfigResponse"},
-      "errors":[
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"ResourceConflictException"},
-        {"shape":"ServiceException"},
-        {"shape":"TooManyRequestsException"},
-        {"shape":"ResourceNotFoundException"}
-      ],
-      "documentation":"<p>Creates a Lambda function URL with the specified configuration parameters. A function URL is a dedicated HTTP(S) endpoint that you can use to invoke your function.</p>"
-    },
-    "DeleteAlias":{
-      "name":"DeleteAlias",
-      "http":{
-        "method":"DELETE",
-        "requestUri":"/2015-03-31/functions/{FunctionName}/aliases/{Name}",
-        "responseCode":204
-      },
-      "input":{"shape":"DeleteAliasRequest"},
-      "errors":[
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"ResourceConflictException"},
-        {"shape":"ServiceException"},
-        {"shape":"TooManyRequestsException"}
-      ],
-      "documentation":"<p>Deletes a Lambda function <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-aliases.html\">alias</a>.</p>",
-      "idempotent":true
-    },
-    "DeleteCapacityProvider":{
-      "name":"DeleteCapacityProvider",
-      "http":{
-        "method":"DELETE",
-        "requestUri":"/2025-11-30/capacity-providers/{CapacityProviderName}",
-        "responseCode":202
-      },
-      "input":{"shape":"DeleteCapacityProviderRequest"},
-      "output":{"shape":"DeleteCapacityProviderResponse"},
-      "errors":[
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"ResourceConflictException"},
-        {"shape":"ServiceException"},
-        {"shape":"TooManyRequestsException"},
-        {"shape":"ResourceNotFoundException"}
-      ],
-      "idempotent":true
-    },
-    "DeleteCodeSigningConfig":{
-      "name":"DeleteCodeSigningConfig",
-      "http":{
-        "method":"DELETE",
-        "requestUri":"/2020-04-22/code-signing-configs/{CodeSigningConfigArn}",
-        "responseCode":204
-      },
-      "input":{"shape":"DeleteCodeSigningConfigRequest"},
-      "output":{"shape":"DeleteCodeSigningConfigResponse"},
-      "errors":[
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"ResourceConflictException"},
-        {"shape":"ServiceException"},
-        {"shape":"ResourceNotFoundException"}
-      ],
-      "documentation":"<p>Deletes the code signing configuration. You can delete the code signing configuration only if no function is using it. </p>",
-      "idempotent":true
-    },
-    "DeleteEventSourceMapping":{
-      "name":"DeleteEventSourceMapping",
-      "http":{
-        "method":"DELETE",
-        "requestUri":"/2015-03-31/event-source-mappings/{UUID}",
-        "responseCode":202
-      },
-      "input":{"shape":"DeleteEventSourceMappingRequest"},
-      "output":{"shape":"EventSourceMappingConfiguration"},
-      "errors":[
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"ResourceInUseException"},
-        {"shape":"ResourceConflictException"},
-        {"shape":"ServiceException"},
-        {"shape":"TooManyRequestsException"},
-        {"shape":"ResourceNotFoundException"}
-      ],
-      "documentation":"<p>Deletes an <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/intro-invocation-modes.html\">event source mapping</a>. You can get the identifier of a mapping from the output of <a>ListEventSourceMappings</a>.</p> <p>When you delete an event source mapping, it enters a <code>Deleting</code> state and might not be completely deleted for several seconds.</p>",
-      "idempotent":true
-    },
-    "DeleteFunction":{
-      "name":"DeleteFunction",
-      "http":{
-        "method":"DELETE",
-        "requestUri":"/2015-03-31/functions/{FunctionName}",
-        "responseCode":200
-      },
-      "input":{"shape":"DeleteFunctionRequest"},
-      "output":{"shape":"DeleteFunctionResponse"},
-      "errors":[
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"ResourceConflictException"},
-        {"shape":"ServiceException"},
-        {"shape":"TooManyRequestsException"},
-        {"shape":"ResourceNotFoundException"}
-      ],
-      "documentation":"<p>Deletes a Lambda function. To delete a specific function version, use the <code>Qualifier</code> parameter. Otherwise, all versions and aliases are deleted. This doesn't require the user to have explicit permissions for <a>DeleteAlias</a>.</p> <p>To delete Lambda event source mappings that invoke a function, use <a>DeleteEventSourceMapping</a>. For Amazon Web Services services and resources that invoke your function directly, delete the trigger in the service where you originally configured it.</p>",
-      "idempotent":true
-    },
-    "DeleteFunctionCodeSigningConfig":{
-      "name":"DeleteFunctionCodeSigningConfig",
-      "http":{
-        "method":"DELETE",
-        "requestUri":"/2020-06-30/functions/{FunctionName}/code-signing-config",
-        "responseCode":204
-      },
-      "input":{"shape":"DeleteFunctionCodeSigningConfigRequest"},
-      "errors":[
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"ResourceConflictException"},
-        {"shape":"ServiceException"},
-        {"shape":"TooManyRequestsException"},
-        {"shape":"ResourceNotFoundException"},
-        {"shape":"CodeSigningConfigNotFoundException"}
-      ],
-      "documentation":"<p>Removes the code signing configuration from the function.</p>"
-    },
-    "DeleteFunctionConcurrency":{
-      "name":"DeleteFunctionConcurrency",
-      "http":{
-        "method":"DELETE",
-        "requestUri":"/2017-10-31/functions/{FunctionName}/concurrency",
-        "responseCode":204
-      },
-      "input":{"shape":"DeleteFunctionConcurrencyRequest"},
-      "errors":[
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"ResourceConflictException"},
-        {"shape":"ServiceException"},
-        {"shape":"TooManyRequestsException"},
-        {"shape":"ResourceNotFoundException"}
-      ],
-      "documentation":"<p>Removes a concurrent execution limit from a function.</p>"
-    },
-    "DeleteFunctionEventInvokeConfig":{
-      "name":"DeleteFunctionEventInvokeConfig",
-      "http":{
-        "method":"DELETE",
-        "requestUri":"/2019-09-25/functions/{FunctionName}/event-invoke-config",
-        "responseCode":204
-      },
-      "input":{"shape":"DeleteFunctionEventInvokeConfigRequest"},
-      "errors":[
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"ResourceConflictException"},
-        {"shape":"ServiceException"},
-        {"shape":"TooManyRequestsException"},
-        {"shape":"ResourceNotFoundException"}
-      ],
-      "documentation":"<p>Deletes the configuration for asynchronous invocation for a function, version, or alias.</p> <p>To configure options for asynchronous invocation, use <a>PutFunctionEventInvokeConfig</a>.</p>"
-    },
-    "DeleteFunctionUrlConfig":{
-      "name":"DeleteFunctionUrlConfig",
-      "http":{
-        "method":"DELETE",
-        "requestUri":"/2021-10-31/functions/{FunctionName}/url",
-        "responseCode":204
-      },
-      "input":{"shape":"DeleteFunctionUrlConfigRequest"},
-      "errors":[
-        {"shape":"ResourceConflictException"},
-        {"shape":"ServiceException"},
-        {"shape":"TooManyRequestsException"},
-        {"shape":"ResourceNotFoundException"}
-      ],
-      "documentation":"<p>Deletes a Lambda function URL. When you delete a function URL, you can't recover it. Creating a new function URL results in a different URL address.</p>"
-    },
-    "DeleteLayerVersion":{
-      "name":"DeleteLayerVersion",
-      "http":{
-        "method":"DELETE",
-        "requestUri":"/2018-10-31/layers/{LayerName}/versions/{VersionNumber}",
-        "responseCode":204
-      },
-      "input":{"shape":"DeleteLayerVersionRequest"},
-      "errors":[
-        {"shape":"ServiceException"},
-        {"shape":"TooManyRequestsException"}
-      ],
-      "documentation":"<p>Deletes a version of an <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-layers.html\">Lambda layer</a>. Deleted versions can no longer be viewed or added to functions. To avoid breaking functions, a copy of the version remains in Lambda until no functions refer to it.</p>",
-      "idempotent":true
-    },
-    "DeleteProvisionedConcurrencyConfig":{
-      "name":"DeleteProvisionedConcurrencyConfig",
-      "http":{
-        "method":"DELETE",
-        "requestUri":"/2019-09-30/functions/{FunctionName}/provisioned-concurrency",
-        "responseCode":204
-      },
-      "input":{"shape":"DeleteProvisionedConcurrencyConfigRequest"},
-      "errors":[
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"ResourceConflictException"},
-        {"shape":"ServiceException"},
-        {"shape":"TooManyRequestsException"},
-        {"shape":"ResourceNotFoundException"}
-      ],
-      "documentation":"<p>Deletes the provisioned concurrency configuration for a function.</p>",
-      "idempotent":true
-    },
-    "GetAccountSettings":{
-      "name":"GetAccountSettings",
-      "http":{
-        "method":"GET",
-        "requestUri":"/2016-08-19/account-settings",
-        "responseCode":200
-      },
-      "input":{"shape":"GetAccountSettingsRequest"},
-      "output":{"shape":"GetAccountSettingsResponse"},
-      "errors":[
-        {"shape":"ServiceException"},
-        {"shape":"TooManyRequestsException"}
-      ],
-      "documentation":"<p>Retrieves details about your account's <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/limits.html\">limits</a> and usage in an Amazon Web Services Region.</p>",
-      "readonly":true
-    },
-    "GetAlias":{
-      "name":"GetAlias",
-      "http":{
-        "method":"GET",
-        "requestUri":"/2015-03-31/functions/{FunctionName}/aliases/{Name}",
-        "responseCode":200
-      },
-      "input":{"shape":"GetAliasRequest"},
-      "output":{"shape":"AliasConfiguration"},
-      "errors":[
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"ServiceException"},
-        {"shape":"TooManyRequestsException"},
-        {"shape":"ResourceNotFoundException"}
-      ],
-      "documentation":"<p>Returns details about a Lambda function <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-aliases.html\">alias</a>.</p>",
-      "readonly":true
-    },
-    "GetCapacityProvider":{
-      "name":"GetCapacityProvider",
-      "http":{
-        "method":"GET",
-        "requestUri":"/2025-11-30/capacity-providers/{CapacityProviderName}",
-        "responseCode":200
-      },
-      "input":{"shape":"GetCapacityProviderRequest"},
-      "output":{"shape":"GetCapacityProviderResponse"},
-      "errors":[
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"ServiceException"},
-        {"shape":"TooManyRequestsException"},
-        {"shape":"ResourceNotFoundException"}
-      ],
-      "readonly":true
-    },
-    "GetCodeSigningConfig":{
-      "name":"GetCodeSigningConfig",
-      "http":{
-        "method":"GET",
-        "requestUri":"/2020-04-22/code-signing-configs/{CodeSigningConfigArn}",
-        "responseCode":200
-      },
-      "input":{"shape":"GetCodeSigningConfigRequest"},
-      "output":{"shape":"GetCodeSigningConfigResponse"},
-      "errors":[
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"ServiceException"},
-        {"shape":"ResourceNotFoundException"}
-      ],
-      "documentation":"<p>Returns information about the specified code signing configuration.</p>",
-      "readonly":true
-    },
-    "GetEventSourceMapping":{
-      "name":"GetEventSourceMapping",
-      "http":{
-        "method":"GET",
-        "requestUri":"/2015-03-31/event-source-mappings/{UUID}",
-        "responseCode":200
-      },
-      "input":{"shape":"GetEventSourceMappingRequest"},
-      "output":{"shape":"EventSourceMappingConfiguration"},
-      "errors":[
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"ServiceException"},
-        {"shape":"TooManyRequestsException"},
-        {"shape":"ResourceNotFoundException"}
-      ],
-      "documentation":"<p>Returns details about an event source mapping. You can get the identifier of a mapping from the output of <a>ListEventSourceMappings</a>.</p>",
-      "readonly":true
-    },
-    "GetFunction":{
-      "name":"GetFunction",
-      "http":{
-        "method":"GET",
-        "requestUri":"/2015-03-31/functions/{FunctionName}",
-        "responseCode":200
-      },
-      "input":{"shape":"GetFunctionRequest"},
-      "output":{"shape":"GetFunctionResponse"},
-      "errors":[
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"ServiceException"},
-        {"shape":"TooManyRequestsException"},
-        {"shape":"ResourceNotFoundException"}
-      ],
-      "documentation":"<p>Returns information about the function or function version, with a link to download the deployment package that's valid for 10 minutes. If you specify a function version, only details that are specific to that version are returned.</p>",
-      "readonly":true
-    },
-    "GetFunctionCodeSigningConfig":{
-      "name":"GetFunctionCodeSigningConfig",
-      "http":{
-        "method":"GET",
-        "requestUri":"/2020-06-30/functions/{FunctionName}/code-signing-config",
-        "responseCode":200
-      },
-      "input":{"shape":"GetFunctionCodeSigningConfigRequest"},
-      "output":{"shape":"GetFunctionCodeSigningConfigResponse"},
-      "errors":[
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"ServiceException"},
-        {"shape":"TooManyRequestsException"},
-        {"shape":"ResourceNotFoundException"}
-      ],
-      "documentation":"<p>Returns the code signing configuration for the specified function.</p>",
-      "readonly":true
-    },
-    "GetFunctionConcurrency":{
-      "name":"GetFunctionConcurrency",
-      "http":{
-        "method":"GET",
-        "requestUri":"/2019-09-30/functions/{FunctionName}/concurrency",
-        "responseCode":200
-      },
-      "input":{"shape":"GetFunctionConcurrencyRequest"},
-      "output":{"shape":"GetFunctionConcurrencyResponse"},
-      "errors":[
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"ServiceException"},
-        {"shape":"TooManyRequestsException"},
-        {"shape":"ResourceNotFoundException"}
-      ],
-      "documentation":"<p>Returns details about the reserved concurrency configuration for a function. To set a concurrency limit for a function, use <a>PutFunctionConcurrency</a>.</p>",
-      "readonly":true
-    },
-    "GetFunctionConfiguration":{
-      "name":"GetFunctionConfiguration",
-      "http":{
-        "method":"GET",
-        "requestUri":"/2015-03-31/functions/{FunctionName}/configuration",
-        "responseCode":200
-      },
-      "input":{"shape":"GetFunctionConfigurationRequest"},
-      "output":{"shape":"FunctionConfiguration"},
-      "errors":[
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"ServiceException"},
-        {"shape":"TooManyRequestsException"},
-        {"shape":"ResourceNotFoundException"}
-      ],
-      "documentation":"<p>Returns the version-specific settings of a Lambda function or version. The output includes only options that can vary between versions of a function. To modify these settings, use <a>UpdateFunctionConfiguration</a>.</p> <p>To get all of a function's details, including function-level settings, use <a>GetFunction</a>.</p>",
-      "readonly":true
-    },
-    "GetFunctionEventInvokeConfig":{
-      "name":"GetFunctionEventInvokeConfig",
-      "http":{
-        "method":"GET",
-        "requestUri":"/2019-09-25/functions/{FunctionName}/event-invoke-config",
-        "responseCode":200
-      },
-      "input":{"shape":"GetFunctionEventInvokeConfigRequest"},
-      "output":{"shape":"FunctionEventInvokeConfig"},
-      "errors":[
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"ServiceException"},
-        {"shape":"TooManyRequestsException"},
-        {"shape":"ResourceNotFoundException"}
-      ],
-      "documentation":"<p>Retrieves the configuration for asynchronous invocation for a function, version, or alias.</p> <p>To configure options for asynchronous invocation, use <a>PutFunctionEventInvokeConfig</a>.</p>",
-      "readonly":true
-    },
-    "GetFunctionRecursionConfig":{
-      "name":"GetFunctionRecursionConfig",
-      "http":{
-        "method":"GET",
-        "requestUri":"/2024-08-31/functions/{FunctionName}/recursion-config",
-        "responseCode":200
-      },
-      "input":{"shape":"GetFunctionRecursionConfigRequest"},
-      "output":{"shape":"GetFunctionRecursionConfigResponse"},
-      "errors":[
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"ServiceException"},
-        {"shape":"TooManyRequestsException"},
-        {"shape":"ResourceNotFoundException"}
-      ],
-      "documentation":"<p>Returns your function's <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/invocation-recursion.html\">recursive loop detection</a> configuration. </p>",
-      "readonly":true
-    },
-    "GetFunctionScalingConfig":{
-      "name":"GetFunctionScalingConfig",
-      "http":{
-        "method":"GET",
-        "requestUri":"/2025-11-30/functions/{FunctionName}/function-scaling-config",
-        "responseCode":200
-      },
-      "input":{"shape":"GetFunctionScalingConfigRequest"},
-      "output":{"shape":"GetFunctionScalingConfigResponse"},
-      "errors":[
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"ServiceException"},
-        {"shape":"TooManyRequestsException"},
-        {"shape":"ResourceNotFoundException"}
-      ],
-      "readonly":true
-    },
-    "GetFunctionUrlConfig":{
-      "name":"GetFunctionUrlConfig",
-      "http":{
-        "method":"GET",
-        "requestUri":"/2021-10-31/functions/{FunctionName}/url",
-        "responseCode":200
-      },
-      "input":{"shape":"GetFunctionUrlConfigRequest"},
-      "output":{"shape":"GetFunctionUrlConfigResponse"},
-      "errors":[
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"ServiceException"},
-        {"shape":"TooManyRequestsException"},
-        {"shape":"ResourceNotFoundException"}
-      ],
-      "documentation":"<p>Returns details about a Lambda function URL.</p>",
-      "readonly":true
-    },
-    "GetLayerVersion":{
-      "name":"GetLayerVersion",
-      "http":{
-        "method":"GET",
-        "requestUri":"/2018-10-31/layers/{LayerName}/versions/{VersionNumber}",
-        "responseCode":200
-      },
-      "input":{"shape":"GetLayerVersionRequest"},
-      "output":{"shape":"GetLayerVersionResponse"},
-      "errors":[
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"ServiceException"},
-        {"shape":"TooManyRequestsException"},
-        {"shape":"ResourceNotFoundException"}
-      ],
-      "documentation":"<p>Returns information about a version of an <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-layers.html\">Lambda layer</a>, with a link to download the layer archive that's valid for 10 minutes.</p>",
-      "readonly":true
-    },
-    "GetLayerVersionByArn":{
-      "name":"GetLayerVersionByArn",
-      "http":{
-        "method":"GET",
-        "requestUri":"/2018-10-31/layers?find=LayerVersion",
-        "responseCode":200
-      },
-      "input":{"shape":"GetLayerVersionByArnRequest"},
-      "output":{"shape":"GetLayerVersionResponse"},
-      "errors":[
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"ServiceException"},
-        {"shape":"TooManyRequestsException"},
-        {"shape":"ResourceNotFoundException"}
-      ],
-      "documentation":"<p>Returns information about a version of an <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-layers.html\">Lambda layer</a>, with a link to download the layer archive that's valid for 10 minutes.</p>",
-      "readonly":true
-    },
-    "GetLayerVersionPolicy":{
-      "name":"GetLayerVersionPolicy",
-      "http":{
-        "method":"GET",
-        "requestUri":"/2018-10-31/layers/{LayerName}/versions/{VersionNumber}/policy",
-        "responseCode":200
-      },
-      "input":{"shape":"GetLayerVersionPolicyRequest"},
-      "output":{"shape":"GetLayerVersionPolicyResponse"},
-      "errors":[
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"ServiceException"},
-        {"shape":"TooManyRequestsException"},
-        {"shape":"ResourceNotFoundException"}
-      ],
-      "documentation":"<p>Returns the permission policy for a version of an <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-layers.html\">Lambda layer</a>. For more information, see <a>AddLayerVersionPermission</a>.</p>",
-      "readonly":true
-    },
-    "GetPolicy":{
-      "name":"GetPolicy",
-      "http":{
-        "method":"GET",
-        "requestUri":"/2015-03-31/functions/{FunctionName}/policy",
-        "responseCode":200
-      },
-      "input":{"shape":"GetPolicyRequest"},
-      "output":{"shape":"GetPolicyResponse"},
-      "errors":[
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"ServiceException"},
-        {"shape":"TooManyRequestsException"},
-        {"shape":"ResourceNotFoundException"}
-      ],
-      "documentation":"<p>Returns the <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/access-control-resource-based.html\">resource-based IAM policy</a> for a function, version, or alias.</p>",
-      "readonly":true
-    },
-    "GetProvisionedConcurrencyConfig":{
-      "name":"GetProvisionedConcurrencyConfig",
-      "http":{
-        "method":"GET",
-        "requestUri":"/2019-09-30/functions/{FunctionName}/provisioned-concurrency",
-        "responseCode":200
-      },
-      "input":{"shape":"GetProvisionedConcurrencyConfigRequest"},
-      "output":{"shape":"GetProvisionedConcurrencyConfigResponse"},
-      "errors":[
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"ProvisionedConcurrencyConfigNotFoundException"},
-        {"shape":"ServiceException"},
-        {"shape":"TooManyRequestsException"},
-        {"shape":"ResourceNotFoundException"}
-      ],
-      "documentation":"<p>Retrieves the provisioned concurrency configuration for a function's alias or version.</p>",
-      "readonly":true
-    },
-    "GetRuntimeManagementConfig":{
-      "name":"GetRuntimeManagementConfig",
-      "http":{
-        "method":"GET",
-        "requestUri":"/2021-07-20/functions/{FunctionName}/runtime-management-config",
-        "responseCode":200
-      },
-      "input":{"shape":"GetRuntimeManagementConfigRequest"},
-      "output":{"shape":"GetRuntimeManagementConfigResponse"},
-      "errors":[
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"ServiceException"},
-        {"shape":"TooManyRequestsException"},
-        {"shape":"ResourceNotFoundException"}
-      ],
-      "documentation":"<p>Retrieves the runtime management configuration for a function's version. If the runtime update mode is <b>Manual</b>, this includes the ARN of the runtime version and the runtime update mode. If the runtime update mode is <b>Auto</b> or <b>Function update</b>, this includes the runtime update mode and <code>null</code> is returned for the ARN. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/runtimes-update.html\">Runtime updates</a>.</p>",
-      "readonly":true
-    },
-    "Invoke":{
-      "name":"Invoke",
-      "http":{
-        "method":"POST",
-        "requestUri":"/2015-03-31/functions/{FunctionName}/invocations",
-        "responseCode":200
-      },
-      "input":{"shape":"InvocationRequest"},
-      "output":{"shape":"InvocationResponse"},
-      "errors":[
-        {"shape":"ResourceNotReadyException"},
-        {"shape":"InvalidSecurityGroupIDException"},
-        {"shape":"SnapStartTimeoutException"},
-        {"shape":"TooManyRequestsException"},
-        {"shape":"EC2ThrottledException"},
-        {"shape":"EFSMountConnectivityException"},
-        {"shape":"SubnetIPAddressLimitReachedException"},
-        {"shape":"KMSAccessDeniedException"},
-        {"shape":"RequestTooLargeException"},
-        {"shape":"KMSDisabledException"},
-        {"shape":"UnsupportedMediaTypeException"},
-        {"shape":"SerializedRequestEntityTooLargeException"},
-        {"shape":"InvalidRuntimeException"},
-        {"shape":"NoPublishedVersionException"},
-        {"shape":"EC2UnexpectedException"},
-        {"shape":"InvalidSubnetIDException"},
-        {"shape":"KMSNotFoundException"},
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"EC2AccessDeniedException"},
-        {"shape":"EFSIOException"},
-        {"shape":"KMSInvalidStateException"},
-        {"shape":"ResourceConflictException"},
-        {"shape":"ENILimitReachedException"},
-        {"shape":"SnapStartNotReadyException"},
-        {"shape":"ServiceException"},
-        {"shape":"SnapStartException"},
-        {"shape":"RecursiveInvocationException"},
-        {"shape":"EFSMountTimeoutException"},
-        {"shape":"ResourceNotFoundException"},
-        {"shape":"InvalidRequestContentException"},
-        {"shape":"InvalidZipFileException"},
-        {"shape":"EFSMountFailureException"}
-      ],
-      "documentation":"<p>Invokes a Lambda function. You can invoke a function synchronously (and wait for the response), or asynchronously. By default, Lambda invokes your function synchronously (i.e. the<code>InvocationType</code> is <code>RequestResponse</code>). To invoke a function asynchronously, set <code>InvocationType</code> to <code>Event</code>. Lambda passes the <code>ClientContext</code> object to your function for synchronous invocations only.</p> <p>For <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/invocation-sync.html\">synchronous invocation</a>, details about the function response, including errors, are included in the response body and headers. For either invocation type, you can find more information in the <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/monitoring-functions.html\">execution log</a> and <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/lambda-x-ray.html\">trace</a>.</p> <p>When an error occurs, your function may be invoked multiple times. Retry behavior varies by error type, client, event source, and invocation type. For example, if you invoke a function asynchronously and it returns an error, Lambda executes the function up to two more times. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/invocation-retries.html\">Error handling and automatic retries in Lambda</a>.</p> <p>For <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/invocation-async.html\">asynchronous invocation</a>, Lambda adds events to a queue before sending them to your function. If your function does not have enough capacity to keep up with the queue, events may be lost. Occasionally, your function may receive the same event multiple times, even if no error occurs. To retain events that were not processed, configure your function with a <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/invocation-async.html#invocation-dlq\">dead-letter queue</a>.</p> <p>The status code in the API response doesn't reflect function errors. Error codes are reserved for errors that prevent your function from executing, such as permissions errors, <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/gettingstarted-limits.html\">quota</a> errors, or issues with your function's code and configuration. For example, Lambda returns <code>TooManyRequestsException</code> if running the function would cause you to exceed a concurrency limit at either the account level (<code>ConcurrentInvocationLimitExceeded</code>) or function level (<code>ReservedFunctionConcurrentInvocationLimitExceeded</code>).</p> <p>For functions with a long timeout, your client might disconnect during synchronous invocation while it waits for a response. Configure your HTTP client, SDK, firewall, proxy, or operating system to allow for long connections with timeout or keep-alive settings.</p> <p>This operation requires permission for the <a href=\"https://docs.aws.amazon.com/IAM/latest/UserGuide/list_awslambda.html\">lambda:InvokeFunction</a> action. For details on how to set up permissions for cross-account invocations, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/access-control-resource-based.html#permissions-resource-xaccountinvoke\">Granting function access to other accounts</a>.</p>"
-    },
-    "InvokeAsync":{
-      "name":"InvokeAsync",
-      "http":{
-        "method":"POST",
-        "requestUri":"/2014-11-13/functions/{FunctionName}/invoke-async",
-        "responseCode":202
-      },
-      "input":{"shape":"InvokeAsyncRequest"},
-      "output":{"shape":"InvokeAsyncResponse"},
-      "errors":[
-        {"shape":"InvalidRuntimeException"},
-        {"shape":"ResourceConflictException"},
-        {"shape":"ServiceException"},
-        {"shape":"ResourceNotFoundException"},
-        {"shape":"InvalidRequestContentException"}
-      ],
-      "documentation":"<p><important> <p>For asynchronous function invocation, use <a>Invoke</a>.</p> </important> <p>Invokes a function asynchronously.</p> <note> <p>If you do use the InvokeAsync action, note that it doesn't support the use of X-Ray active tracing. Trace ID is not propagated to the function, even if X-Ray active tracing is turned on.</p> </note></p>",
-      "deprecated":true
-    },
-    "InvokeWithResponseStream":{
-      "name":"InvokeWithResponseStream",
-      "http":{
-        "method":"POST",
-        "requestUri":"/2021-11-15/functions/{FunctionName}/response-streaming-invocations",
-        "responseCode":200
-      },
-      "input":{"shape":"InvokeWithResponseStreamRequest"},
-      "output":{"shape":"InvokeWithResponseStreamResponse"},
-      "errors":[
-        {"shape":"ResourceNotReadyException"},
-        {"shape":"InvalidSecurityGroupIDException"},
-        {"shape":"SnapStartTimeoutException"},
-        {"shape":"TooManyRequestsException"},
-        {"shape":"EC2ThrottledException"},
-        {"shape":"EFSMountConnectivityException"},
-        {"shape":"SubnetIPAddressLimitReachedException"},
-        {"shape":"KMSAccessDeniedException"},
-        {"shape":"RequestTooLargeException"},
-        {"shape":"KMSDisabledException"},
-        {"shape":"UnsupportedMediaTypeException"},
-        {"shape":"SerializedRequestEntityTooLargeException"},
-        {"shape":"InvalidRuntimeException"},
-        {"shape":"NoPublishedVersionException"},
-        {"shape":"EC2UnexpectedException"},
-        {"shape":"InvalidSubnetIDException"},
-        {"shape":"KMSNotFoundException"},
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"EC2AccessDeniedException"},
-        {"shape":"EFSIOException"},
-        {"shape":"KMSInvalidStateException"},
-        {"shape":"ResourceConflictException"},
-        {"shape":"ENILimitReachedException"},
-        {"shape":"SnapStartNotReadyException"},
-        {"shape":"ServiceException"},
-        {"shape":"SnapStartException"},
-        {"shape":"RecursiveInvocationException"},
-        {"shape":"EFSMountTimeoutException"},
-        {"shape":"ResourceNotFoundException"},
-        {"shape":"InvalidRequestContentException"},
-        {"shape":"InvalidZipFileException"},
-        {"shape":"EFSMountFailureException"}
-      ],
-      "documentation":"<p>Configure your Lambda functions to stream response payloads back to clients. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-response-streaming.html\">Configuring a Lambda function to stream responses</a>.</p> <p>This operation requires permission for the <a href=\"https://docs.aws.amazon.com/IAM/latest/UserGuide/list_awslambda.html\">lambda:InvokeFunction</a> action. For details on how to set up permissions for cross-account invocations, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/access-control-resource-based.html#permissions-resource-xaccountinvoke\">Granting function access to other accounts</a>.</p>"
-    },
-    "ListAliases":{
-      "name":"ListAliases",
-      "http":{
-        "method":"GET",
-        "requestUri":"/2015-03-31/functions/{FunctionName}/aliases",
-        "responseCode":200
-      },
-      "input":{"shape":"ListAliasesRequest"},
-      "output":{"shape":"ListAliasesResponse"},
-      "errors":[
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"ServiceException"},
-        {"shape":"TooManyRequestsException"},
-        {"shape":"ResourceNotFoundException"}
-      ],
-      "documentation":"<p>Returns a list of <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-aliases.html\">aliases</a> for a Lambda function.</p>",
-      "readonly":true
-    },
-    "ListCapacityProviders":{
-      "name":"ListCapacityProviders",
-      "http":{
-        "method":"GET",
-        "requestUri":"/2025-11-30/capacity-providers",
-        "responseCode":200
-      },
-      "input":{"shape":"ListCapacityProvidersRequest"},
-      "output":{"shape":"ListCapacityProvidersResponse"},
-      "errors":[
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"ServiceException"},
-        {"shape":"TooManyRequestsException"}
-      ],
-      "readonly":true
-    },
-    "ListCodeSigningConfigs":{
-      "name":"ListCodeSigningConfigs",
-      "http":{
-        "method":"GET",
-        "requestUri":"/2020-04-22/code-signing-configs",
-        "responseCode":200
-      },
-      "input":{"shape":"ListCodeSigningConfigsRequest"},
-      "output":{"shape":"ListCodeSigningConfigsResponse"},
-      "errors":[
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"ServiceException"}
-      ],
-      "documentation":"<p>Returns a list of <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuring-codesigning.html\">code signing configurations</a>. A request returns up to 10,000 configurations per call. You can use the <code>MaxItems</code> parameter to return fewer configurations per call. </p>",
-      "readonly":true
-    },
-    "ListEventSourceMappings":{
-      "name":"ListEventSourceMappings",
-      "http":{
-        "method":"GET",
-        "requestUri":"/2015-03-31/event-source-mappings",
-        "responseCode":200
-      },
-      "input":{"shape":"ListEventSourceMappingsRequest"},
-      "output":{"shape":"ListEventSourceMappingsResponse"},
-      "errors":[
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"ServiceException"},
-        {"shape":"TooManyRequestsException"},
-        {"shape":"ResourceNotFoundException"}
-      ],
-      "documentation":"<p>Lists event source mappings. Specify an <code>EventSourceArn</code> to show only event source mappings for a single event source.</p>",
-      "readonly":true
-    },
-    "ListFunctionEventInvokeConfigs":{
-      "name":"ListFunctionEventInvokeConfigs",
-      "http":{
-        "method":"GET",
-        "requestUri":"/2019-09-25/functions/{FunctionName}/event-invoke-config/list",
-        "responseCode":200
-      },
-      "input":{"shape":"ListFunctionEventInvokeConfigsRequest"},
-      "output":{"shape":"ListFunctionEventInvokeConfigsResponse"},
-      "errors":[
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"ServiceException"},
-        {"shape":"TooManyRequestsException"},
-        {"shape":"ResourceNotFoundException"}
-      ],
-      "documentation":"<p>Retrieves a list of configurations for asynchronous invocation for a function.</p> <p>To configure options for asynchronous invocation, use <a>PutFunctionEventInvokeConfig</a>.</p>",
-      "readonly":true
-    },
-    "ListFunctionUrlConfigs":{
-      "name":"ListFunctionUrlConfigs",
-      "http":{
-        "method":"GET",
-        "requestUri":"/2021-10-31/functions/{FunctionName}/urls",
-        "responseCode":200
-      },
-      "input":{"shape":"ListFunctionUrlConfigsRequest"},
-      "output":{"shape":"ListFunctionUrlConfigsResponse"},
-      "errors":[
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"ServiceException"},
-        {"shape":"TooManyRequestsException"},
-        {"shape":"ResourceNotFoundException"}
-      ],
-      "documentation":"<p>Returns a list of Lambda function URLs for the specified function.</p>",
-      "readonly":true
-    },
-    "ListFunctionVersionsByCapacityProvider":{
-      "name":"ListFunctionVersionsByCapacityProvider",
-      "http":{
-        "method":"GET",
-        "requestUri":"/2025-11-30/capacity-providers/{CapacityProviderName}/function-versions",
-        "responseCode":200
-      },
-      "input":{"shape":"ListFunctionVersionsByCapacityProviderRequest"},
-      "output":{"shape":"ListFunctionVersionsByCapacityProviderResponse"},
-      "errors":[
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"ServiceException"},
-        {"shape":"TooManyRequestsException"},
-        {"shape":"ResourceNotFoundException"}
-      ],
-      "readonly":true
-    },
-    "ListFunctions":{
-      "name":"ListFunctions",
-      "http":{
-        "method":"GET",
-        "requestUri":"/2015-03-31/functions",
-        "responseCode":200
-      },
-      "input":{"shape":"ListFunctionsRequest"},
-      "output":{"shape":"ListFunctionsResponse"},
-      "errors":[
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"ServiceException"},
-        {"shape":"TooManyRequestsException"}
-      ],
-      "documentation":"<p>Returns a list of Lambda functions, with the version-specific configuration of each. Lambda returns up to 50 functions per call.</p> <p>Set <code>FunctionVersion</code> to <code>ALL</code> to include all published versions of each function in addition to the unpublished version.</p> <note> <p>The <code>ListFunctions</code> operation returns a subset of the <a>FunctionConfiguration</a> fields. To get the additional fields (State, StateReasonCode, StateReason, LastUpdateStatus, LastUpdateStatusReason, LastUpdateStatusReasonCode, RuntimeVersionConfig) for a function or version, use <a>GetFunction</a>.</p> </note>",
-      "readonly":true
-    },
-    "ListFunctionsByCodeSigningConfig":{
-      "name":"ListFunctionsByCodeSigningConfig",
-      "http":{
-        "method":"GET",
-        "requestUri":"/2020-04-22/code-signing-configs/{CodeSigningConfigArn}/functions",
-        "responseCode":200
-      },
-      "input":{"shape":"ListFunctionsByCodeSigningConfigRequest"},
-      "output":{"shape":"ListFunctionsByCodeSigningConfigResponse"},
-      "errors":[
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"ServiceException"},
-        {"shape":"ResourceNotFoundException"}
-      ],
-      "documentation":"<p>List the functions that use the specified code signing configuration. You can use this method prior to deleting a code signing configuration, to verify that no functions are using it.</p>",
-      "readonly":true
-    },
-    "ListLayerVersions":{
-      "name":"ListLayerVersions",
-      "http":{
-        "method":"GET",
-        "requestUri":"/2018-10-31/layers/{LayerName}/versions",
-        "responseCode":200
-      },
-      "input":{"shape":"ListLayerVersionsRequest"},
-      "output":{"shape":"ListLayerVersionsResponse"},
-      "errors":[
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"ServiceException"},
-        {"shape":"TooManyRequestsException"},
-        {"shape":"ResourceNotFoundException"}
-      ],
-      "documentation":"<p>Lists the versions of an <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-layers.html\">Lambda layer</a>. Versions that have been deleted aren't listed. Specify a <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/lambda-runtimes.html\">runtime identifier</a> to list only versions that indicate that they're compatible with that runtime. Specify a compatible architecture to include only layer versions that are compatible with that architecture.</p>",
-      "readonly":true
-    },
-    "ListLayers":{
-      "name":"ListLayers",
-      "http":{
-        "method":"GET",
-        "requestUri":"/2018-10-31/layers",
-        "responseCode":200
-      },
-      "input":{"shape":"ListLayersRequest"},
-      "output":{"shape":"ListLayersResponse"},
-      "errors":[
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"ServiceException"},
-        {"shape":"TooManyRequestsException"}
-      ],
-      "documentation":"<p>Lists <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/invocation-layers.html\">Lambda layers</a> and shows information about the latest version of each. Specify a <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/lambda-runtimes.html\">runtime identifier</a> to list only layers that indicate that they're compatible with that runtime. Specify a compatible architecture to include only layers that are compatible with that <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/foundation-arch.html\">instruction set architecture</a>.</p>",
-      "readonly":true
-    },
-    "ListProvisionedConcurrencyConfigs":{
-      "name":"ListProvisionedConcurrencyConfigs",
-      "http":{
-        "method":"GET",
-        "requestUri":"/2019-09-30/functions/{FunctionName}/provisioned-concurrency?List=ALL",
-        "responseCode":200
-      },
-      "input":{"shape":"ListProvisionedConcurrencyConfigsRequest"},
-      "output":{"shape":"ListProvisionedConcurrencyConfigsResponse"},
-      "errors":[
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"ServiceException"},
-        {"shape":"TooManyRequestsException"},
-        {"shape":"ResourceNotFoundException"}
-      ],
-      "documentation":"<p>Retrieves a list of provisioned concurrency configurations for a function.</p>",
-      "readonly":true
-    },
-    "ListTags":{
-      "name":"ListTags",
-      "http":{
-        "method":"GET",
-        "requestUri":"/2017-03-31/tags/{Resource}",
-        "responseCode":200
-      },
-      "input":{"shape":"ListTagsRequest"},
-      "output":{"shape":"ListTagsResponse"},
-      "errors":[
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"ServiceException"},
-        {"shape":"TooManyRequestsException"},
-        {"shape":"ResourceNotFoundException"}
-      ],
-      "documentation":"<p>Returns a function, event source mapping, or code signing configuration's <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/tagging.html\">tags</a>. You can also view function tags with <a>GetFunction</a>.</p>",
-      "readonly":true
-    },
-    "ListVersionsByFunction":{
-      "name":"ListVersionsByFunction",
-      "http":{
-        "method":"GET",
-        "requestUri":"/2015-03-31/functions/{FunctionName}/versions",
-        "responseCode":200
-      },
-      "input":{"shape":"ListVersionsByFunctionRequest"},
-      "output":{"shape":"ListVersionsByFunctionResponse"},
-      "errors":[
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"ServiceException"},
-        {"shape":"TooManyRequestsException"},
-        {"shape":"ResourceNotFoundException"}
-      ],
-      "documentation":"<p>Returns a list of <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/versioning-aliases.html\">versions</a>, with the version-specific configuration of each. Lambda returns up to 50 versions per call.</p>",
-      "readonly":true
-    },
-    "PublishLayerVersion":{
-      "name":"PublishLayerVersion",
-      "http":{
-        "method":"POST",
-        "requestUri":"/2018-10-31/layers/{LayerName}/versions",
-        "responseCode":201
-      },
-      "input":{"shape":"PublishLayerVersionRequest"},
-      "output":{"shape":"PublishLayerVersionResponse"},
-      "errors":[
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"ServiceException"},
-        {"shape":"TooManyRequestsException"},
-        {"shape":"ResourceNotFoundException"},
-        {"shape":"CodeStorageExceededException"}
-      ],
-      "documentation":"<p>Creates an <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-layers.html\">Lambda layer</a> from a ZIP archive. Each time you call <code>PublishLayerVersion</code> with the same layer name, a new version is created.</p> <p>Add layers to your function with <a>CreateFunction</a> or <a>UpdateFunctionConfiguration</a>.</p>"
-    },
-    "PublishVersion":{
-      "name":"PublishVersion",
-      "http":{
-        "method":"POST",
-        "requestUri":"/2015-03-31/functions/{FunctionName}/versions",
-        "responseCode":201
-      },
-      "input":{"shape":"PublishVersionRequest"},
-      "output":{"shape":"FunctionConfiguration"},
-      "errors":[
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"ResourceConflictException"},
-        {"shape":"ServiceException"},
-        {"shape":"TooManyRequestsException"},
-        {"shape":"ResourceNotFoundException"},
-        {"shape":"CodeStorageExceededException"},
-        {"shape":"PreconditionFailedException"},
-        {"shape":"FunctionVersionsPerCapacityProviderLimitExceededException"}
-      ],
-      "documentation":"<p>Creates a <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/versioning-aliases.html\">version</a> from the current code and configuration of a function. Use versions to create a snapshot of your function code and configuration that doesn't change.</p> <p>Lambda doesn't publish a version if the function's configuration and code haven't changed since the last version. Use <a>UpdateFunctionCode</a> or <a>UpdateFunctionConfiguration</a> to update the function before publishing a version.</p> <p>Clients can invoke versions directly or with an alias. To create an alias, use <a>CreateAlias</a>.</p>"
-    },
-    "PutFunctionCodeSigningConfig":{
-      "name":"PutFunctionCodeSigningConfig",
-      "http":{
-        "method":"PUT",
-        "requestUri":"/2020-06-30/functions/{FunctionName}/code-signing-config",
-        "responseCode":200
-      },
-      "input":{"shape":"PutFunctionCodeSigningConfigRequest"},
-      "output":{"shape":"PutFunctionCodeSigningConfigResponse"},
-      "errors":[
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"ResourceConflictException"},
-        {"shape":"ServiceException"},
-        {"shape":"TooManyRequestsException"},
-        {"shape":"ResourceNotFoundException"},
-        {"shape":"CodeSigningConfigNotFoundException"}
-      ],
-      "documentation":"<p>Update the code signing configuration for the function. Changes to the code signing configuration take effect the next time a user tries to deploy a code package to the function. </p>"
-    },
-    "PutFunctionConcurrency":{
-      "name":"PutFunctionConcurrency",
-      "http":{
-        "method":"PUT",
-        "requestUri":"/2017-10-31/functions/{FunctionName}/concurrency",
-        "responseCode":200
-      },
-      "input":{"shape":"PutFunctionConcurrencyRequest"},
-      "output":{"shape":"Concurrency"},
-      "errors":[
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"ResourceConflictException"},
-        {"shape":"ServiceException"},
-        {"shape":"TooManyRequestsException"},
-        {"shape":"ResourceNotFoundException"}
-      ],
-      "documentation":"<p>Sets the maximum number of simultaneous executions for a function, and reserves capacity for that concurrency level.</p> <p>Concurrency settings apply to the function as a whole, including all published versions and the unpublished version. Reserving concurrency both ensures that your function has capacity to process the specified number of events simultaneously, and prevents it from scaling beyond that level. Use <a>GetFunction</a> to see the current setting for a function.</p> <p>Use <a>GetAccountSettings</a> to see your Regional concurrency limit. You can reserve concurrency for as many functions as you like, as long as you leave at least 100 simultaneous executions unreserved for functions that aren't configured with a per-function limit. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/invocation-scaling.html\">Lambda function scaling</a>.</p>"
-    },
-    "PutFunctionEventInvokeConfig":{
-      "name":"PutFunctionEventInvokeConfig",
-      "http":{
-        "method":"PUT",
-        "requestUri":"/2019-09-25/functions/{FunctionName}/event-invoke-config",
-        "responseCode":200
-      },
-      "input":{"shape":"PutFunctionEventInvokeConfigRequest"},
-      "output":{"shape":"FunctionEventInvokeConfig"},
-      "errors":[
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"ResourceConflictException"},
-        {"shape":"ServiceException"},
-        {"shape":"TooManyRequestsException"},
-        {"shape":"ResourceNotFoundException"}
-      ],
-      "documentation":"<p>Configures options for <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/invocation-async.html\">asynchronous invocation</a> on a function, version, or alias. If a configuration already exists for a function, version, or alias, this operation overwrites it. If you exclude any settings, they are removed. To set one option without affecting existing settings for other options, use <a>UpdateFunctionEventInvokeConfig</a>.</p> <p>By default, Lambda retries an asynchronous invocation twice if the function returns an error. It retains events in a queue for up to six hours. When an event fails all processing attempts or stays in the asynchronous invocation queue for too long, Lambda discards it. To retain discarded events, configure a dead-letter queue with <a>UpdateFunctionConfiguration</a>.</p> <p>To send an invocation record to a queue, topic, S3 bucket, function, or event bus, specify a <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/invocation-async.html#invocation-async-destinations\">destination</a>. You can configure separate destinations for successful invocations (on-success) and events that fail all processing attempts (on-failure). You can configure destinations in addition to or instead of a dead-letter queue.</p> <note> <p>S3 buckets are supported only for on-failure destinations. To retain records of successful invocations, use another destination type.</p> </note>"
-    },
-    "PutFunctionRecursionConfig":{
-      "name":"PutFunctionRecursionConfig",
-      "http":{
-        "method":"PUT",
-        "requestUri":"/2024-08-31/functions/{FunctionName}/recursion-config",
-        "responseCode":200
-      },
-      "input":{"shape":"PutFunctionRecursionConfigRequest"},
-      "output":{"shape":"PutFunctionRecursionConfigResponse"},
-      "errors":[
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"ResourceConflictException"},
-        {"shape":"ServiceException"},
-        {"shape":"TooManyRequestsException"},
-        {"shape":"ResourceNotFoundException"}
-      ],
-      "documentation":"<p>Sets your function's <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/invocation-recursion.html\">recursive loop detection</a> configuration.</p> <p>When you configure a Lambda function to output to the same service or resource that invokes the function, it's possible to create an infinite recursive loop. For example, a Lambda function might write a message to an Amazon Simple Queue Service (Amazon SQS) queue, which then invokes the same function. This invocation causes the function to write another message to the queue, which in turn invokes the function again.</p> <p>Lambda can detect certain types of recursive loops shortly after they occur. When Lambda detects a recursive loop and your function's recursive loop detection configuration is set to <code>Terminate</code>, it stops your function being invoked and notifies you.</p>"
-    },
-    "PutFunctionScalingConfig":{
-      "name":"PutFunctionScalingConfig",
-      "http":{
-        "method":"PUT",
-        "requestUri":"/2025-11-30/functions/{FunctionName}/function-scaling-config",
-        "responseCode":202
-      },
-      "input":{"shape":"PutFunctionScalingConfigRequest"},
-      "output":{"shape":"PutFunctionScalingConfigResponse"},
-      "errors":[
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"ResourceConflictException"},
-        {"shape":"ServiceException"},
-        {"shape":"TooManyRequestsException"},
-        {"shape":"ResourceNotFoundException"}
-      ]
-    },
-    "PutProvisionedConcurrencyConfig":{
-      "name":"PutProvisionedConcurrencyConfig",
-      "http":{
-        "method":"PUT",
-        "requestUri":"/2019-09-30/functions/{FunctionName}/provisioned-concurrency",
-        "responseCode":202
-      },
-      "input":{"shape":"PutProvisionedConcurrencyConfigRequest"},
-      "output":{"shape":"PutProvisionedConcurrencyConfigResponse"},
-      "errors":[
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"ResourceConflictException"},
-        {"shape":"ServiceException"},
-        {"shape":"TooManyRequestsException"},
-        {"shape":"ResourceNotFoundException"}
-      ],
-      "documentation":"<p>Adds a provisioned concurrency configuration to a function's alias or version.</p>",
-      "idempotent":true
-    },
-    "PutRuntimeManagementConfig":{
-      "name":"PutRuntimeManagementConfig",
-      "http":{
-        "method":"PUT",
-        "requestUri":"/2021-07-20/functions/{FunctionName}/runtime-management-config",
-        "responseCode":200
-      },
-      "input":{"shape":"PutRuntimeManagementConfigRequest"},
-      "output":{"shape":"PutRuntimeManagementConfigResponse"},
-      "errors":[
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"ResourceConflictException"},
-        {"shape":"ServiceException"},
-        {"shape":"TooManyRequestsException"},
-        {"shape":"ResourceNotFoundException"}
-      ],
-      "documentation":"<p>Sets the runtime management configuration for a function's version. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/runtimes-update.html\">Runtime updates</a>.</p>"
-    },
-    "RemoveLayerVersionPermission":{
-      "name":"RemoveLayerVersionPermission",
-      "http":{
-        "method":"DELETE",
-        "requestUri":"/2018-10-31/layers/{LayerName}/versions/{VersionNumber}/policy/{StatementId}",
-        "responseCode":204
-      },
-      "input":{"shape":"RemoveLayerVersionPermissionRequest"},
-      "errors":[
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"ServiceException"},
-        {"shape":"TooManyRequestsException"},
-        {"shape":"ResourceNotFoundException"},
-        {"shape":"PreconditionFailedException"}
-      ],
-      "documentation":"<p>Removes a statement from the permissions policy for a version of an <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-layers.html\">Lambda layer</a>. For more information, see <a>AddLayerVersionPermission</a>.</p>"
-    },
-    "RemovePermission":{
-      "name":"RemovePermission",
-      "http":{
-        "method":"DELETE",
-        "requestUri":"/2015-03-31/functions/{FunctionName}/policy/{StatementId}",
-        "responseCode":204
-      },
-      "input":{"shape":"RemovePermissionRequest"},
-      "errors":[
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"ServiceException"},
-        {"shape":"TooManyRequestsException"},
-        {"shape":"ResourceNotFoundException"},
-        {"shape":"PreconditionFailedException"}
-      ],
-      "documentation":"<p>Revokes function-use permission from an Amazon Web Services service or another Amazon Web Services account. You can get the ID of the statement from the output of <a>GetPolicy</a>.</p>"
-    },
-    "TagResource":{
-      "name":"TagResource",
-      "http":{
-        "method":"POST",
-        "requestUri":"/2017-03-31/tags/{Resource}",
-        "responseCode":204
-      },
-      "input":{"shape":"TagResourceRequest"},
-      "errors":[
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"ResourceConflictException"},
-        {"shape":"ServiceException"},
-        {"shape":"TooManyRequestsException"},
-        {"shape":"ResourceNotFoundException"}
-      ],
-      "documentation":"<p>Adds <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/tagging.html\">tags</a> to a function, event source mapping, or code signing configuration.</p>"
-    },
-    "UntagResource":{
-      "name":"UntagResource",
-      "http":{
-        "method":"DELETE",
-        "requestUri":"/2017-03-31/tags/{Resource}",
-        "responseCode":204
-      },
-      "input":{"shape":"UntagResourceRequest"},
-      "errors":[
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"ResourceConflictException"},
-        {"shape":"ServiceException"},
-        {"shape":"TooManyRequestsException"},
-        {"shape":"ResourceNotFoundException"}
-      ],
-      "documentation":"<p>Removes <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/tagging.html\">tags</a> from a function, event source mapping, or code signing configuration.</p>"
-    },
-    "UpdateAlias":{
-      "name":"UpdateAlias",
-      "http":{
-        "method":"PUT",
-        "requestUri":"/2015-03-31/functions/{FunctionName}/aliases/{Name}",
-        "responseCode":200
-      },
-      "input":{"shape":"UpdateAliasRequest"},
-      "output":{"shape":"AliasConfiguration"},
-      "errors":[
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"ResourceConflictException"},
-        {"shape":"ServiceException"},
-        {"shape":"TooManyRequestsException"},
-        {"shape":"ResourceNotFoundException"},
-        {"shape":"PreconditionFailedException"}
-      ],
-      "documentation":"<p>Updates the configuration of a Lambda function <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-aliases.html\">alias</a>.</p>"
-    },
-    "UpdateCapacityProvider":{
-      "name":"UpdateCapacityProvider",
-      "http":{
-        "method":"PUT",
-        "requestUri":"/2025-11-30/capacity-providers/{CapacityProviderName}",
-        "responseCode":202
-      },
-      "input":{"shape":"UpdateCapacityProviderRequest"},
-      "output":{"shape":"UpdateCapacityProviderResponse"},
-      "errors":[
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"ResourceConflictException"},
-        {"shape":"ServiceException"},
-        {"shape":"TooManyRequestsException"},
-        {"shape":"ResourceNotFoundException"}
-      ]
-    },
-    "UpdateCodeSigningConfig":{
-      "name":"UpdateCodeSigningConfig",
-      "http":{
-        "method":"PUT",
-        "requestUri":"/2020-04-22/code-signing-configs/{CodeSigningConfigArn}",
-        "responseCode":200
-      },
-      "input":{"shape":"UpdateCodeSigningConfigRequest"},
-      "output":{"shape":"UpdateCodeSigningConfigResponse"},
-      "errors":[
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"ServiceException"},
-        {"shape":"ResourceNotFoundException"}
-      ],
-      "documentation":"<p>Update the code signing configuration. Changes to the code signing configuration take effect the next time a user tries to deploy a code package to the function. </p>"
-    },
-    "UpdateEventSourceMapping":{
-      "name":"UpdateEventSourceMapping",
-      "http":{
-        "method":"PUT",
-        "requestUri":"/2015-03-31/event-source-mappings/{UUID}",
-        "responseCode":202
-      },
-      "input":{"shape":"UpdateEventSourceMappingRequest"},
-      "output":{"shape":"EventSourceMappingConfiguration"},
-      "errors":[
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"ResourceInUseException"},
-        {"shape":"ResourceConflictException"},
-        {"shape":"ServiceException"},
-        {"shape":"TooManyRequestsException"},
-        {"shape":"ResourceNotFoundException"}
-      ],
-      "documentation":"<p>Updates an event source mapping. You can change the function that Lambda invokes, or pause invocation and resume later from the same location.</p> <p>For details about how to configure different event sources, see the following topics. </p> <ul> <li> <p> <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-ddb.html#services-dynamodb-eventsourcemapping\"> Amazon DynamoDB Streams</a> </p> </li> <li> <p> <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-kinesis.html#services-kinesis-eventsourcemapping\"> Amazon Kinesis</a> </p> </li> <li> <p> <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-sqs.html#events-sqs-eventsource\"> Amazon SQS</a> </p> </li> <li> <p> <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-mq.html#services-mq-eventsourcemapping\"> Amazon MQ and RabbitMQ</a> </p> </li> <li> <p> <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-msk.html\"> Amazon MSK</a> </p> </li> <li> <p> <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/kafka-smaa.html\"> Apache Kafka</a> </p> </li> <li> <p> <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-documentdb.html\"> Amazon DocumentDB</a> </p> </li> </ul> <p>The following error handling options are available only for DynamoDB and Kinesis event sources:</p> <ul> <li> <p> <code>BisectBatchOnFunctionError</code> – If the function returns an error, split the batch in two and retry.</p> </li> <li> <p> <code>MaximumRecordAgeInSeconds</code> – Discard records older than the specified age. The default value is infinite (-1). When set to infinite (-1), failed records are retried until the record expires</p> </li> <li> <p> <code>MaximumRetryAttempts</code> – Discard records after the specified number of retries. The default value is infinite (-1). When set to infinite (-1), failed records are retried until the record expires.</p> </li> <li> <p> <code>ParallelizationFactor</code> – Process multiple batches from each shard concurrently.</p> </li> </ul> <p>For stream sources (DynamoDB, Kinesis, Amazon MSK, and self-managed Apache Kafka), the following option is also available:</p> <ul> <li> <p> <code>OnFailure</code> – Send discarded records to an Amazon SQS queue, Amazon SNS topic, or Amazon S3 bucket. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/invocation-async-retain-records.html#invocation-async-destinations\">Adding a destination</a>.</p> </li> </ul> <p>For information about which configuration parameters apply to each event source, see the following topics.</p> <ul> <li> <p> <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-ddb.html#services-ddb-params\"> Amazon DynamoDB Streams</a> </p> </li> <li> <p> <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-kinesis.html#services-kinesis-params\"> Amazon Kinesis</a> </p> </li> <li> <p> <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-sqs.html#services-sqs-params\"> Amazon SQS</a> </p> </li> <li> <p> <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-mq.html#services-mq-params\"> Amazon MQ and RabbitMQ</a> </p> </li> <li> <p> <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-msk.html#services-msk-parms\"> Amazon MSK</a> </p> </li> <li> <p> <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-kafka.html#services-kafka-parms\"> Apache Kafka</a> </p> </li> <li> <p> <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-documentdb.html#docdb-configuration\"> Amazon DocumentDB</a> </p> </li> </ul>"
-    },
-    "UpdateFunctionCode":{
-      "name":"UpdateFunctionCode",
-      "http":{
-        "method":"PUT",
-        "requestUri":"/2015-03-31/functions/{FunctionName}/code",
-        "responseCode":200
-      },
-      "input":{"shape":"UpdateFunctionCodeRequest"},
-      "output":{"shape":"FunctionConfiguration"},
-      "errors":[
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"ResourceConflictException"},
-        {"shape":"ServiceException"},
-        {"shape":"TooManyRequestsException"},
-        {"shape":"InvalidCodeSignatureException"},
-        {"shape":"ResourceNotFoundException"},
-        {"shape":"CodeVerificationFailedException"},
-        {"shape":"CodeSigningConfigNotFoundException"},
-        {"shape":"CodeStorageExceededException"},
-        {"shape":"PreconditionFailedException"}
-      ],
-      "documentation":"<p>Updates a Lambda function's code. If code signing is enabled for the function, the code package must be signed by a trusted publisher. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-codesigning.html\">Configuring code signing for Lambda</a>.</p> <p>If the function's package type is <code>Image</code>, then you must specify the code package in <code>ImageUri</code> as the URI of a <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/lambda-images.html\">container image</a> in the Amazon ECR registry.</p> <p>If the function's package type is <code>Zip</code>, then you must specify the deployment package as a <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/gettingstarted-package.html#gettingstarted-package-zip\">.zip file archive</a>. Enter the Amazon S3 bucket and key of the code .zip file location. You can also provide the function code inline using the <code>ZipFile</code> field.</p> <p>The code in the deployment package must be compatible with the target instruction set architecture of the function (<code>x86-64</code> or <code>arm64</code>).</p> <p>The function's code is locked when you publish a version. You can't modify the code of a published version, only the unpublished version.</p> <note> <p>For a function defined as a container image, Lambda resolves the image tag to an image digest. In Amazon ECR, if you update the image tag to a new image, Lambda does not automatically update the function.</p> </note>"
-    },
-    "UpdateFunctionConfiguration":{
-      "name":"UpdateFunctionConfiguration",
-      "http":{
-        "method":"PUT",
-        "requestUri":"/2015-03-31/functions/{FunctionName}/configuration",
-        "responseCode":200
-      },
-      "input":{"shape":"UpdateFunctionConfigurationRequest"},
-      "output":{"shape":"FunctionConfiguration"},
-      "errors":[
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"ResourceConflictException"},
-        {"shape":"ServiceException"},
-        {"shape":"TooManyRequestsException"},
-        {"shape":"InvalidCodeSignatureException"},
-        {"shape":"ResourceNotFoundException"},
-        {"shape":"CodeVerificationFailedException"},
-        {"shape":"CodeSigningConfigNotFoundException"},
-        {"shape":"PreconditionFailedException"}
-      ],
-      "documentation":"<p>Modify the version-specific settings of a Lambda function.</p> <p>When you update a function, Lambda provisions an instance of the function and its supporting resources. If your function connects to a VPC, this process can take a minute. During this time, you can't modify the function, but you can still invoke it. The <code>LastUpdateStatus</code>, <code>LastUpdateStatusReason</code>, and <code>LastUpdateStatusReasonCode</code> fields in the response from <a>GetFunctionConfiguration</a> indicate when the update is complete and the function is processing events with the new configuration. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/functions-states.html\">Lambda function states</a>.</p> <p>These settings can vary between versions of a function and are locked when you publish a version. You can't modify the configuration of a published version, only the unpublished version.</p> <p>To configure function concurrency, use <a>PutFunctionConcurrency</a>. To grant invoke permissions to an Amazon Web Services account or Amazon Web Services service, use <a>AddPermission</a>.</p>"
-    },
-    "UpdateFunctionEventInvokeConfig":{
-      "name":"UpdateFunctionEventInvokeConfig",
-      "http":{
-        "method":"POST",
-        "requestUri":"/2019-09-25/functions/{FunctionName}/event-invoke-config",
-        "responseCode":200
-      },
-      "input":{"shape":"UpdateFunctionEventInvokeConfigRequest"},
-      "output":{"shape":"FunctionEventInvokeConfig"},
-      "errors":[
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"ResourceConflictException"},
-        {"shape":"ServiceException"},
-        {"shape":"TooManyRequestsException"},
-        {"shape":"ResourceNotFoundException"}
-      ],
-      "documentation":"<p>Updates the configuration for asynchronous invocation for a function, version, or alias.</p> <p>To configure options for asynchronous invocation, use <a>PutFunctionEventInvokeConfig</a>.</p>"
-    },
-    "UpdateFunctionUrlConfig":{
-      "name":"UpdateFunctionUrlConfig",
-      "http":{
-        "method":"PUT",
-        "requestUri":"/2021-10-31/functions/{FunctionName}/url",
-        "responseCode":200
-      },
-      "input":{"shape":"UpdateFunctionUrlConfigRequest"},
-      "output":{"shape":"UpdateFunctionUrlConfigResponse"},
-      "errors":[
-        {"shape":"InvalidParameterValueException"},
-        {"shape":"ResourceConflictException"},
-        {"shape":"ServiceException"},
-        {"shape":"TooManyRequestsException"},
-        {"shape":"ResourceNotFoundException"}
-      ],
-      "documentation":"<p>Updates the configuration for a Lambda function URL.</p>"
-    }
-  },
-  "shapes":{
-    "AccountLimit":{
-      "type":"structure",
-      "members":{
-        "TotalCodeSize":{
-          "shape":"Long",
-          "documentation":"<p>The amount of storage space that you can use for all deployment packages and layer archives.</p>"
-        },
-        "CodeSizeUnzipped":{
-          "shape":"Long",
-          "documentation":"<p>The maximum size of a function's deployment package and layers when they're extracted.</p>"
-        },
-        "CodeSizeZipped":{
-          "shape":"Long",
-          "documentation":"<p>The maximum size of a deployment package when it's uploaded directly to Lambda. Use Amazon S3 for larger files.</p>"
-        },
-        "ConcurrentExecutions":{
-          "shape":"Integer",
-          "documentation":"<p>The maximum number of simultaneous function executions.</p>"
-        },
-        "UnreservedConcurrentExecutions":{
-          "shape":"UnreservedConcurrentExecutions",
-          "documentation":"<p>The maximum number of simultaneous function executions, minus the capacity that's reserved for individual functions with <a>PutFunctionConcurrency</a>.</p>"
-        }
-      },
-      "documentation":"<p>Limits that are related to concurrency and storage. All file and storage sizes are in bytes.</p>"
-    },
-    "AccountUsage":{
-      "type":"structure",
-      "members":{
-        "TotalCodeSize":{
-          "shape":"Long",
-          "documentation":"<p>The amount of storage space, in bytes, that's being used by deployment packages and layer archives.</p>"
-        },
-        "FunctionCount":{
-          "shape":"Long",
-          "documentation":"<p>The number of Lambda functions.</p>"
-        }
-      },
-      "documentation":"<p>The number of functions and amount of storage in use.</p>"
-    },
-    "Action":{
-      "type":"string",
-      "pattern":"(lambda:[*]|lambda:[a-zA-Z]+|[*])"
-    },
-    "AddLayerVersionPermissionRequest":{
-      "type":"structure",
-      "required":[
-        "LayerName",
-        "VersionNumber",
-        "StatementId",
-        "Action",
-        "Principal"
-      ],
-      "members":{
-        "LayerName":{
-          "shape":"LayerName",
-          "documentation":"<p>The name or Amazon Resource Name (ARN) of the layer.</p>",
-          "location":"uri",
-          "locationName":"LayerName"
-        },
-        "VersionNumber":{
-          "shape":"LayerVersionNumber",
-          "documentation":"<p>The version number.</p>",
-          "location":"uri",
-          "locationName":"VersionNumber"
-        },
-        "StatementId":{
-          "shape":"StatementId",
-          "documentation":"<p>An identifier that distinguishes the policy from others on the same layer version.</p>"
-        },
-        "Action":{
-          "shape":"LayerPermissionAllowedAction",
-          "documentation":"<p>The API action that grants access to the layer. For example, <code>lambda:GetLayerVersion</code>.</p>"
-        },
-        "Principal":{
-          "shape":"LayerPermissionAllowedPrincipal",
-          "documentation":"<p>An account ID, or <code>*</code> to grant layer usage permission to all accounts in an organization, or all Amazon Web Services accounts (if <code>organizationId</code> is not specified). For the last case, make sure that you really do want all Amazon Web Services accounts to have usage permission to this layer. </p>"
-        },
-        "OrganizationId":{
-          "shape":"OrganizationId",
-          "documentation":"<p>With the principal set to <code>*</code>, grant permission to all accounts in the specified organization.</p>"
-        },
-        "RevisionId":{
-          "shape":"String",
-          "documentation":"<p>Only update the policy if the revision ID matches the ID specified. Use this option to avoid modifying a policy that has changed since you last read it.</p>",
-          "location":"querystring",
-          "locationName":"RevisionId"
-        }
-      }
-    },
-    "AddLayerVersionPermissionResponse":{
-      "type":"structure",
-      "members":{
-        "Statement":{
-          "shape":"String",
-          "documentation":"<p>The permission statement.</p>"
-        },
-        "RevisionId":{
-          "shape":"String",
-          "documentation":"<p>A unique identifier for the current revision of the policy.</p>"
-        }
-      }
-    },
-    "AddPermissionRequest":{
-      "type":"structure",
-      "required":[
-        "FunctionName",
-        "StatementId",
-        "Action",
-        "Principal"
-      ],
-      "members":{
-        "FunctionName":{
-          "shape":"NamespacedFunctionName",
-          "documentation":"<p>The name or ARN of the Lambda function, version, or alias.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> – <code>my-function</code> (name-only), <code>my-function:v1</code> (with alias).</p> </li> <li> <p> <b>Function ARN</b> – <code>arn:aws:lambda:us-west-2:123456789012:function:my-function</code>.</p> </li> <li> <p> <b>Partial ARN</b> – <code>123456789012:function:my-function</code>.</p> </li> </ul> <p>You can append a version number or alias to any of the formats. The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
-          "location":"uri",
-          "locationName":"FunctionName"
-        },
-        "StatementId":{
-          "shape":"StatementId",
-          "documentation":"<p>A statement identifier that differentiates the statement from others in the same policy.</p>"
-        },
-        "Action":{
-          "shape":"Action",
-          "documentation":"<p>The action that the principal can use on the function. For example, <code>lambda:InvokeFunction</code> or <code>lambda:GetFunction</code>.</p>"
-        },
-        "Principal":{
-          "shape":"Principal",
-          "documentation":"<p>The Amazon Web Services service, Amazon Web Services account, IAM user, or IAM role that invokes the function. If you specify a service, use <code>SourceArn</code> or <code>SourceAccount</code> to limit who can invoke the function through that service.</p>"
-        },
-        "SourceArn":{
-          "shape":"Arn",
-          "documentation":"<p>For Amazon Web Services services, the ARN of the Amazon Web Services resource that invokes the function. For example, an Amazon S3 bucket or Amazon SNS topic.</p> <p>Note that Lambda configures the comparison using the <code>StringLike</code> operator.</p>"
-        },
-        "SourceAccount":{
-          "shape":"SourceOwner",
-          "documentation":"<p>For Amazon Web Services service, the ID of the Amazon Web Services account that owns the resource. Use this together with <code>SourceArn</code> to ensure that the specified account owns the resource. It is possible for an Amazon S3 bucket to be deleted by its owner and recreated by another account.</p>"
-        },
-        "EventSourceToken":{
-          "shape":"EventSourceToken",
-          "documentation":"<p>For Alexa Smart Home functions, a token that the invoker must supply.</p>"
-        },
-        "Qualifier":{
-          "shape":"NumericLatestPublishedOrAliasQualifier",
-          "documentation":"<p>Specify a version or alias to add permissions to a published version of the function.</p>",
-          "location":"querystring",
-          "locationName":"Qualifier"
-        },
-        "RevisionId":{
-          "shape":"String",
-          "documentation":"<p>Update the policy only if the revision ID matches the ID that's specified. Use this option to avoid modifying a policy that has changed since you last read it.</p>"
-        },
-        "PrincipalOrgID":{
-          "shape":"PrincipalOrgID",
-          "documentation":"<p>The identifier for your organization in Organizations. Use this to grant permissions to all the Amazon Web Services accounts under this organization.</p>"
-        },
-        "FunctionUrlAuthType":{
-          "shape":"FunctionUrlAuthType",
-          "documentation":"<p>The type of authentication that your function URL uses. Set to <code>AWS_IAM</code> if you want to restrict access to authenticated users only. Set to <code>NONE</code> if you want to bypass IAM authentication to create a public endpoint. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/urls-auth.html\">Security and auth model for Lambda function URLs</a>.</p>"
-        },
-        "InvokedViaFunctionUrl":{"shape":"InvokedViaFunctionUrl"}
-      }
-    },
-    "AddPermissionResponse":{
-      "type":"structure",
-      "members":{
-        "Statement":{
-          "shape":"String",
-          "documentation":"<p>The permission statement that's added to the function policy.</p>"
-        }
-      }
-    },
-    "AdditionalVersion":{
-      "type":"string",
-      "max":1024,
-      "min":1,
-      "pattern":"[0-9]+"
-    },
-    "AdditionalVersionWeights":{
-      "type":"map",
-      "key":{"shape":"AdditionalVersion"},
-      "value":{"shape":"Weight"}
-    },
-    "Alias":{
-      "type":"string",
-      "max":128,
-      "min":1,
-      "pattern":"(?!^[0-9]+$)([a-zA-Z0-9-_]+)"
-    },
-    "AliasConfiguration":{
-      "type":"structure",
-      "members":{
-        "AliasArn":{
-          "shape":"FunctionArn",
-          "documentation":"<p>The Amazon Resource Name (ARN) of the alias.</p>"
-        },
-        "Name":{
-          "shape":"Alias",
-          "documentation":"<p>The name of the alias.</p>"
-        },
-        "FunctionVersion":{
-          "shape":"Version",
-          "documentation":"<p>The function version that the alias invokes.</p>"
-        },
-        "Description":{
-          "shape":"Description",
-          "documentation":"<p>A description of the alias.</p>"
-        },
-        "RoutingConfig":{
-          "shape":"AliasRoutingConfiguration",
-          "documentation":"<p>The <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/lambda-traffic-shifting-using-aliases.html\">routing configuration</a> of the alias.</p>"
-        },
-        "RevisionId":{
-          "shape":"String",
-          "documentation":"<p>A unique identifier that changes when you update the alias.</p>"
-        }
-      },
-      "documentation":"<p>Provides configuration information about a Lambda function <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-aliases.html\">alias</a>.</p>"
-    },
-    "AliasList":{
-      "type":"list",
-      "member":{"shape":"AliasConfiguration"}
-    },
-    "AliasRoutingConfiguration":{
-      "type":"structure",
-      "members":{
-        "AdditionalVersionWeights":{
-          "shape":"AdditionalVersionWeights",
-          "documentation":"<p>The second version, and the percentage of traffic that's routed to it.</p>"
-        }
-      },
-      "documentation":"<p>The <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/lambda-traffic-shifting-using-aliases.html\">traffic-shifting</a> configuration of a Lambda function alias.</p>"
-    },
-    "AllowCredentials":{
-      "type":"boolean",
-      "box":true
-    },
-    "AllowMethodsList":{
-      "type":"list",
-      "member":{"shape":"Method"},
-      "max":6,
-      "min":0
-    },
-    "AllowOriginsList":{
-      "type":"list",
-      "member":{"shape":"Origin"},
-      "max":100,
-      "min":0
-    },
-    "AllowedPublishers":{
-      "type":"structure",
-      "required":["SigningProfileVersionArns"],
-      "members":{
-        "SigningProfileVersionArns":{
-          "shape":"SigningProfileVersionArns",
-          "documentation":"<p>The Amazon Resource Name (ARN) for each of the signing profiles. A signing profile defines a trusted user who can sign a code package. </p>"
-        }
-      },
-      "documentation":"<p>List of signing profiles that can sign a code package. </p>"
-    },
-    "AmazonManagedKafkaEventSourceConfig":{
-      "type":"structure",
-      "members":{
-        "ConsumerGroupId":{
-          "shape":"URI",
-          "documentation":"<p>The identifier for the Kafka consumer group to join. The consumer group ID must be unique among all your Kafka event sources. After creating a Kafka event source mapping with the consumer group ID specified, you cannot update this value. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-msk.html#services-msk-consumer-group-id\">Customizable consumer group ID</a>.</p>"
-        },
-        "SchemaRegistryConfig":{
-          "shape":"KafkaSchemaRegistryConfig",
-          "documentation":"<p>Specific configuration settings for a Kafka schema registry.</p>"
-        }
-      },
-      "documentation":"<p>Specific configuration settings for an Amazon Managed Streaming for Apache Kafka (Amazon MSK) event source.</p>"
-    },
-    "ApplicationLogLevel":{
-      "type":"string",
-      "enum":[
-        "TRACE",
-        "DEBUG",
-        "INFO",
-        "WARN",
-        "ERROR",
-        "FATAL"
-      ]
-    },
-    "Architecture":{
-      "type":"string",
-      "enum":[
-        "x86_64",
-        "arm64"
-      ]
-    },
-    "ArchitecturesList":{
-      "type":"list",
-      "member":{"shape":"Architecture"},
-      "max":1,
-      "min":1
-    },
-    "Arn":{
-      "type":"string",
-      "pattern":"arn:(aws[a-zA-Z0-9-]*):([a-zA-Z0-9\\-])+:((eusc-)?[a-z]{2}(-gov)?-[a-z]+-\\d{1})?:(\\d{12})?:(.*)"
-    },
-    "BatchSize":{
-      "type":"integer",
-      "box":true,
-      "max":10000,
-      "min":1
-    },
-    "BisectBatchOnFunctionError":{
-      "type":"boolean",
-      "box":true
-    },
-    "Blob":{
-      "type":"blob",
-      "sensitive":true
-    },
-    "BlobStream":{
-      "type":"blob",
-      "streaming":true
-    },
-    "Boolean":{"type":"boolean"},
-    "CapacityProvider":{
-      "type":"structure",
-      "required":[
-        "CapacityProviderArn",
-        "State",
-        "VpcConfig",
-        "PermissionsConfig"
-      ],
-      "members":{
-        "CapacityProviderArn":{"shape":"CapacityProviderArn"},
-        "State":{"shape":"CapacityProviderState"},
-        "VpcConfig":{"shape":"CapacityProviderVpcConfig"},
-        "PermissionsConfig":{"shape":"CapacityProviderPermissionsConfig"},
-        "InstanceRequirements":{"shape":"InstanceRequirements"},
-        "CapacityProviderScalingConfig":{"shape":"CapacityProviderScalingConfig"},
-        "KmsKeyArn":{"shape":"KMSKeyArn"},
-        "LastModified":{"shape":"Timestamp"}
-      }
-    },
-    "CapacityProviderArn":{
-      "type":"string",
-      "max":140,
-      "min":1,
-      "pattern":"arn:aws[a-zA-Z-]*:lambda:(eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:\\d{12}:capacity-provider:[a-zA-Z0-9-_]+"
-    },
-    "CapacityProviderConfig":{
-      "type":"structure",
-      "required":["LambdaManagedInstancesCapacityProviderConfig"],
-      "members":{
-        "LambdaManagedInstancesCapacityProviderConfig":{"shape":"LambdaManagedInstancesCapacityProviderConfig"}
-      }
-    },
-    "CapacityProviderLimitExceededException":{
-      "type":"structure",
-      "members":{
-        "Type":{"shape":"String"},
-        "message":{"shape":"String"}
-      },
-      "error":{
-        "httpStatusCode":400,
-        "senderFault":true
-      },
-      "exception":true
-    },
-    "CapacityProviderMaxVCpuCount":{
-      "type":"integer",
-      "box":true,
-      "max":15000,
-      "min":2
-    },
-    "CapacityProviderName":{
-      "type":"string",
-      "max":140,
-      "min":1,
-      "pattern":"(arn:aws[a-zA-Z-]*:lambda:(eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:\\d{12}:capacity-provider:[a-zA-Z0-9-_]+)|[a-zA-Z0-9-_]+"
-    },
-    "CapacityProviderPermissionsConfig":{
-      "type":"structure",
-      "required":["CapacityProviderOperatorRoleArn"],
-      "members":{
-        "CapacityProviderOperatorRoleArn":{"shape":"RoleArn"}
-      }
-    },
-    "CapacityProviderPredefinedMetricType":{
-      "type":"string",
-      "enum":["LambdaCapacityProviderAverageCPUUtilization"]
-    },
-    "CapacityProviderScalingConfig":{
-      "type":"structure",
-      "members":{
-        "MaxVCpuCount":{"shape":"CapacityProviderMaxVCpuCount"},
-        "ScalingMode":{"shape":"CapacityProviderScalingMode"},
-        "ScalingPolicies":{"shape":"CapacityProviderScalingPoliciesList"}
-      }
-    },
-    "CapacityProviderScalingMode":{
-      "type":"string",
-      "enum":[
-        "Auto",
-        "Manual"
-      ]
-    },
-    "CapacityProviderScalingPoliciesList":{
-      "type":"list",
-      "member":{"shape":"TargetTrackingScalingPolicy"},
-      "max":10,
-      "min":1
-    },
-    "CapacityProviderSecurityGroupIds":{
-      "type":"list",
-      "member":{"shape":"SecurityGroupId"},
-      "max":5,
-      "min":0
-    },
-    "CapacityProviderState":{
-      "type":"string",
-      "enum":[
-        "Pending",
-        "Active",
-        "Failed",
-        "Deleting"
-      ]
-    },
-    "CapacityProviderSubnetIds":{
-      "type":"list",
-      "member":{"shape":"SubnetId"},
-      "max":16,
-      "min":1
-    },
-    "CapacityProviderVpcConfig":{
-      "type":"structure",
-      "required":[
-        "SubnetIds",
-        "SecurityGroupIds"
-      ],
-      "members":{
-        "SubnetIds":{"shape":"CapacityProviderSubnetIds"},
-        "SecurityGroupIds":{"shape":"CapacityProviderSecurityGroupIds"}
-      }
-    },
-    "CapacityProvidersList":{
-      "type":"list",
-      "member":{"shape":"CapacityProvider"},
-      "max":50,
-      "min":0
-    },
-    "CodeSigningConfig":{
-      "type":"structure",
-      "required":[
-        "CodeSigningConfigId",
-        "CodeSigningConfigArn",
-        "AllowedPublishers",
-        "CodeSigningPolicies",
-        "LastModified"
-      ],
-      "members":{
-        "CodeSigningConfigId":{
-          "shape":"CodeSigningConfigId",
-          "documentation":"<p>Unique identifer for the Code signing configuration.</p>"
-        },
-        "CodeSigningConfigArn":{
-          "shape":"CodeSigningConfigArn",
-          "documentation":"<p>The Amazon Resource Name (ARN) of the Code signing configuration.</p>"
-        },
-        "Description":{
-          "shape":"Description",
-          "documentation":"<p>Code signing configuration description.</p>"
-        },
-        "AllowedPublishers":{
-          "shape":"AllowedPublishers",
-          "documentation":"<p>List of allowed publishers.</p>"
-        },
-        "CodeSigningPolicies":{
-          "shape":"CodeSigningPolicies",
-          "documentation":"<p>The code signing policy controls the validation failure action for signature mismatch or expiry.</p>"
-        },
-        "LastModified":{
-          "shape":"Timestamp",
-          "documentation":"<p>The date and time that the Code signing configuration was last modified, in ISO-8601 format (YYYY-MM-DDThh:mm:ss.sTZD). </p>"
-        }
-      },
-      "documentation":"<p>Details about a <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-codesigning.html\">Code signing configuration</a>. </p>"
-    },
-    "CodeSigningConfigArn":{
-      "type":"string",
-      "max":200,
-      "min":0,
-      "pattern":"arn:(aws[a-zA-Z-]*)?:lambda:(eusc-)?[a-z]{2}((-gov)|(-iso(b?)))?-[a-z]+-\\d{1}:\\d{12}:code-signing-config:csc-[a-z0-9]{17}"
-    },
-    "CodeSigningConfigId":{
-      "type":"string",
-      "pattern":"csc-[a-zA-Z0-9-_\\.]{17}"
-    },
-    "CodeSigningConfigList":{
-      "type":"list",
-      "member":{"shape":"CodeSigningConfig"}
-    },
-    "CodeSigningConfigNotFoundException":{
-      "type":"structure",
-      "members":{
-        "Type":{"shape":"String"},
-        "Message":{"shape":"String"}
-      },
-      "documentation":"<p>The specified code signing configuration does not exist.</p>",
-      "error":{
-        "httpStatusCode":404,
-        "senderFault":true
-      },
-      "exception":true
-    },
-    "CodeSigningPolicies":{
-      "type":"structure",
-      "members":{
-        "UntrustedArtifactOnDeployment":{
-          "shape":"CodeSigningPolicy",
-          "documentation":"<p>Code signing configuration policy for deployment validation failure. If you set the policy to <code>Enforce</code>, Lambda blocks the deployment request if signature validation checks fail. If you set the policy to <code>Warn</code>, Lambda allows the deployment and creates a CloudWatch log. </p> <p>Default value: <code>Warn</code> </p>"
-        }
-      },
-      "documentation":"<p>Code signing configuration <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-codesigning.html#config-codesigning-policies\">policies</a> specify the validation failure action for signature mismatch or expiry.</p>"
-    },
-    "CodeSigningPolicy":{
-      "type":"string",
-      "enum":[
-        "Warn",
-        "Enforce"
-      ]
-    },
-    "CodeStorageExceededException":{
-      "type":"structure",
-      "members":{
-        "Type":{
-          "shape":"String",
-          "documentation":"<p>The exception type.</p>"
-        },
-        "message":{"shape":"String"}
-      },
-      "documentation":"<p>Your Amazon Web Services account has exceeded its maximum total code size. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/gettingstarted-limits.html\">Lambda quotas</a>.</p>",
-      "error":{
-        "httpStatusCode":400,
-        "senderFault":true
-      },
-      "exception":true
-    },
-    "CodeVerificationFailedException":{
-      "type":"structure",
-      "members":{
-        "Type":{"shape":"String"},
-        "Message":{"shape":"String"}
-      },
-      "documentation":"<p>The code signature failed one or more of the validation checks for signature mismatch or expiry, and the code signing policy is set to ENFORCE. Lambda blocks the deployment.</p>",
-      "error":{
-        "httpStatusCode":400,
-        "senderFault":true
-      },
-      "exception":true
-    },
-    "CollectionName":{
-      "type":"string",
-      "max":57,
-      "min":1,
-      "pattern":"(^(?!(system\\x2e)))(^[_a-zA-Z0-9])([^$]*)"
-    },
-    "CompatibleArchitectures":{
-      "type":"list",
-      "member":{"shape":"Architecture"},
-      "max":2,
-      "min":0
-    },
-    "CompatibleRuntimes":{
-      "type":"list",
-      "member":{"shape":"Runtime"},
-      "max":15,
-      "min":0
-    },
-    "Concurrency":{
-      "type":"structure",
-      "members":{
-        "ReservedConcurrentExecutions":{
-          "shape":"ReservedConcurrentExecutions",
-          "documentation":"<p>The number of concurrent executions that are reserved for this function. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-concurrency.html\">Managing Lambda reserved concurrency</a>.</p>"
-        }
-      }
-    },
-    "Cors":{
-      "type":"structure",
-      "members":{
-        "AllowCredentials":{
-          "shape":"AllowCredentials",
-          "documentation":"<p>Whether to allow cookies or other credentials in requests to your function URL. The default is <code>false</code>.</p>"
-        },
-        "AllowHeaders":{
-          "shape":"HeadersList",
-          "documentation":"<p>The HTTP headers that origins can include in requests to your function URL. For example: <code>Date</code>, <code>Keep-Alive</code>, <code>X-Custom-Header</code>.</p>"
-        },
-        "AllowMethods":{
-          "shape":"AllowMethodsList",
-          "documentation":"<p>The HTTP methods that are allowed when calling your function URL. For example: <code>GET</code>, <code>POST</code>, <code>DELETE</code>, or the wildcard character (<code>*</code>).</p>"
-        },
-        "AllowOrigins":{
-          "shape":"AllowOriginsList",
-          "documentation":"<p>The origins that can access your function URL. You can list any number of specific origins, separated by a comma. For example: <code>https://www.example.com</code>, <code>http://localhost:60905</code>.</p> <p>Alternatively, you can grant access to all origins using the wildcard character (<code>*</code>).</p>"
-        },
-        "ExposeHeaders":{
-          "shape":"HeadersList",
-          "documentation":"<p>The HTTP headers in your function response that you want to expose to origins that call your function URL. For example: <code>Date</code>, <code>Keep-Alive</code>, <code>X-Custom-Header</code>.</p>"
-        },
-        "MaxAge":{
-          "shape":"MaxAge",
-          "documentation":"<p>The maximum amount of time, in seconds, that web browsers can cache results of a preflight request. By default, this is set to <code>0</code>, which means that the browser doesn't cache results.</p>"
-        }
-      },
-      "documentation":"<p>The <a href=\"https://developer.mozilla.org/en-US/docs/Web/HTTP/CORS\">cross-origin resource sharing (CORS)</a> settings for your Lambda function URL. Use CORS to grant access to your function URL from any origin. You can also use CORS to control access for specific HTTP headers and methods in requests to your function URL.</p>"
-    },
-    "CreateAliasRequest":{
-      "type":"structure",
-      "required":[
-        "FunctionName",
-        "Name",
-        "FunctionVersion"
-      ],
-      "members":{
-        "FunctionName":{
-          "shape":"FunctionName",
-          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> - <code>MyFunction</code>.</p> </li> <li> <p> <b>Function ARN</b> - <code>arn:aws:lambda:us-west-2:123456789012:function:MyFunction</code>.</p> </li> <li> <p> <b>Partial ARN</b> - <code>123456789012:function:MyFunction</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
-          "location":"uri",
-          "locationName":"FunctionName"
-        },
-        "Name":{
-          "shape":"Alias",
-          "documentation":"<p>The name of the alias.</p>"
-        },
-        "FunctionVersion":{
-          "shape":"VersionWithLatestPublished",
-          "documentation":"<p>The function version that the alias invokes.</p>"
-        },
-        "Description":{
-          "shape":"Description",
-          "documentation":"<p>A description of the alias.</p>"
-        },
-        "RoutingConfig":{
-          "shape":"AliasRoutingConfiguration",
-          "documentation":"<p>The <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-aliases.html#configuring-alias-routing\">routing configuration</a> of the alias.</p>"
-        }
-      }
-    },
-    "CreateCapacityProviderRequest":{
-      "type":"structure",
-      "required":[
-        "CapacityProviderName",
-        "VpcConfig",
-        "PermissionsConfig"
-      ],
-      "members":{
-        "CapacityProviderName":{"shape":"CapacityProviderName"},
-        "VpcConfig":{"shape":"CapacityProviderVpcConfig"},
-        "PermissionsConfig":{"shape":"CapacityProviderPermissionsConfig"},
-        "InstanceRequirements":{"shape":"InstanceRequirements"},
-        "CapacityProviderScalingConfig":{"shape":"CapacityProviderScalingConfig"},
-        "KmsKeyArn":{"shape":"KMSKeyArnNonEmpty"},
-        "Tags":{"shape":"Tags"}
-      }
-    },
-    "CreateCapacityProviderResponse":{
-      "type":"structure",
-      "required":["CapacityProvider"],
-      "members":{
-        "CapacityProvider":{"shape":"CapacityProvider"}
-      }
-    },
-    "CreateCodeSigningConfigRequest":{
-      "type":"structure",
-      "required":["AllowedPublishers"],
-      "members":{
-        "Description":{
-          "shape":"Description",
-          "documentation":"<p>Descriptive name for this code signing configuration.</p>"
-        },
-        "AllowedPublishers":{
-          "shape":"AllowedPublishers",
-          "documentation":"<p>Signing profiles for this code signing configuration.</p>"
-        },
-        "CodeSigningPolicies":{
-          "shape":"CodeSigningPolicies",
-          "documentation":"<p>The code signing policies define the actions to take if the validation checks fail. </p>"
-        },
-        "Tags":{
-          "shape":"Tags",
-          "documentation":"<p>A list of tags to add to the code signing configuration.</p>"
-        }
-      }
-    },
-    "CreateCodeSigningConfigResponse":{
-      "type":"structure",
-      "required":["CodeSigningConfig"],
-      "members":{
-        "CodeSigningConfig":{
-          "shape":"CodeSigningConfig",
-          "documentation":"<p>The code signing configuration.</p>"
-        }
-      }
-    },
-    "CreateEventSourceMappingRequest":{
-      "type":"structure",
-      "required":["FunctionName"],
-      "members":{
-        "EventSourceArn":{
-          "shape":"Arn",
-          "documentation":"<p>The Amazon Resource Name (ARN) of the event source.</p> <ul> <li> <p> <b>Amazon Kinesis</b> – The ARN of the data stream or a stream consumer.</p> </li> <li> <p> <b>Amazon DynamoDB Streams</b> – The ARN of the stream.</p> </li> <li> <p> <b>Amazon Simple Queue Service</b> – The ARN of the queue.</p> </li> <li> <p> <b>Amazon Managed Streaming for Apache Kafka</b> – The ARN of the cluster or the ARN of the VPC connection (for <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-msk.html#msk-multi-vpc\">cross-account event source mappings</a>).</p> </li> <li> <p> <b>Amazon MQ</b> – The ARN of the broker.</p> </li> <li> <p> <b>Amazon DocumentDB</b> – The ARN of the DocumentDB change stream.</p> </li> </ul>"
-        },
-        "FunctionName":{
-          "shape":"NamespacedFunctionName",
-          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> – <code>MyFunction</code>.</p> </li> <li> <p> <b>Function ARN</b> – <code>arn:aws:lambda:us-west-2:123456789012:function:MyFunction</code>.</p> </li> <li> <p> <b>Version or Alias ARN</b> – <code>arn:aws:lambda:us-west-2:123456789012:function:MyFunction:PROD</code>.</p> </li> <li> <p> <b>Partial ARN</b> – <code>123456789012:function:MyFunction</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it's limited to 64 characters in length.</p>"
-        },
-        "Enabled":{
-          "shape":"Enabled",
-          "documentation":"<p>When true, the event source mapping is active. When false, Lambda pauses polling and invocation.</p> <p>Default: True</p>"
-        },
-        "BatchSize":{
-          "shape":"BatchSize",
-          "documentation":"<p>The maximum number of records in each batch that Lambda pulls from your stream or queue and sends to your function. Lambda passes all of the records in the batch to the function in a single call, up to the payload limit for synchronous invocation (6 MB).</p> <ul> <li> <p> <b>Amazon Kinesis</b> – Default 100. Max 10,000.</p> </li> <li> <p> <b>Amazon DynamoDB Streams</b> – Default 100. Max 10,000.</p> </li> <li> <p> <b>Amazon Simple Queue Service</b> – Default 10. For standard queues the max is 10,000. For FIFO queues the max is 10.</p> </li> <li> <p> <b>Amazon Managed Streaming for Apache Kafka</b> – Default 100. Max 10,000.</p> </li> <li> <p> <b>Self-managed Apache Kafka</b> – Default 100. Max 10,000.</p> </li> <li> <p> <b>Amazon MQ (ActiveMQ and RabbitMQ)</b> – Default 100. Max 10,000.</p> </li> <li> <p> <b>DocumentDB</b> – Default 100. Max 10,000.</p> </li> </ul>"
-        },
-        "FilterCriteria":{
-          "shape":"FilterCriteria",
-          "documentation":"<p>An object that defines the filter criteria that determine whether Lambda should process an event. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/invocation-eventfiltering.html\">Lambda event filtering</a>.</p>"
-        },
-        "MaximumBatchingWindowInSeconds":{
-          "shape":"MaximumBatchingWindowInSeconds",
-          "documentation":"<p>The maximum amount of time, in seconds, that Lambda spends gathering records before invoking the function. You can configure <code>MaximumBatchingWindowInSeconds</code> to any value from 0 seconds to 300 seconds in increments of seconds.</p> <p>For Kinesis, DynamoDB, and Amazon SQS event sources, the default batching window is 0 seconds. For Amazon MSK, Self-managed Apache Kafka, Amazon MQ, and DocumentDB event sources, the default batching window is 500 ms. Note that because you can only change <code>MaximumBatchingWindowInSeconds</code> in increments of seconds, you cannot revert back to the 500 ms default batching window after you have changed it. To restore the default batching window, you must create a new event source mapping.</p> <p>Related setting: For Kinesis, DynamoDB, and Amazon SQS event sources, when you set <code>BatchSize</code> to a value greater than 10, you must set <code>MaximumBatchingWindowInSeconds</code> to at least 1.</p>"
-        },
-        "ParallelizationFactor":{
-          "shape":"ParallelizationFactor",
-          "documentation":"<p>(Kinesis and DynamoDB Streams only) The number of batches to process from each shard concurrently.</p>"
-        },
-        "StartingPosition":{
-          "shape":"EventSourcePosition",
-          "documentation":"<p>The position in a stream from which to start reading. Required for Amazon Kinesis and Amazon DynamoDB Stream event sources. <code>AT_TIMESTAMP</code> is supported only for Amazon Kinesis streams, Amazon DocumentDB, Amazon MSK, and self-managed Apache Kafka.</p>"
-        },
-        "StartingPositionTimestamp":{
-          "shape":"Date",
-          "documentation":"<p>With <code>StartingPosition</code> set to <code>AT_TIMESTAMP</code>, the time from which to start reading. <code>StartingPositionTimestamp</code> cannot be in the future.</p>"
-        },
-        "DestinationConfig":{
-          "shape":"DestinationConfig",
-          "documentation":"<p>(Kinesis, DynamoDB Streams, Amazon MSK, and self-managed Kafka only) A configuration object that specifies the destination of an event after Lambda processes it.</p>"
-        },
-        "MaximumRecordAgeInSeconds":{
-          "shape":"MaximumRecordAgeInSeconds",
-          "documentation":"<p>(Kinesis and DynamoDB Streams only) Discard records older than the specified age. The default value is infinite (-1).</p>"
-        },
-        "BisectBatchOnFunctionError":{
-          "shape":"BisectBatchOnFunctionError",
-          "documentation":"<p>(Kinesis and DynamoDB Streams only) If the function returns an error, split the batch in two and retry.</p>"
-        },
-        "MaximumRetryAttempts":{
-          "shape":"MaximumRetryAttemptsEventSourceMapping",
-          "documentation":"<p>(Kinesis and DynamoDB Streams only) Discard records after the specified number of retries. The default value is infinite (-1). When set to infinite (-1), failed records are retried until the record expires.</p>"
-        },
-        "Tags":{
-          "shape":"Tags",
-          "documentation":"<p>A list of tags to apply to the event source mapping.</p>"
-        },
-        "TumblingWindowInSeconds":{
-          "shape":"TumblingWindowInSeconds",
-          "documentation":"<p>(Kinesis and DynamoDB Streams only) The duration in seconds of a processing window for DynamoDB and Kinesis Streams event sources. A value of 0 seconds indicates no tumbling window.</p>"
-        },
-        "Topics":{
-          "shape":"Topics",
-          "documentation":"<p>The name of the Kafka topic.</p>"
-        },
-        "Queues":{
-          "shape":"Queues",
-          "documentation":"<p> (MQ) The name of the Amazon MQ broker destination queue to consume. </p>"
-        },
-        "SourceAccessConfigurations":{
-          "shape":"SourceAccessConfigurations",
-          "documentation":"<p>An array of authentication protocols or VPC components required to secure your event source.</p>"
-        },
-        "SelfManagedEventSource":{
-          "shape":"SelfManagedEventSource",
-          "documentation":"<p>The self-managed Apache Kafka cluster to receive records from.</p>"
-        },
-        "FunctionResponseTypes":{
-          "shape":"FunctionResponseTypeList",
-          "documentation":"<p>(Kinesis, DynamoDB Streams, and Amazon SQS) A list of current response type enums applied to the event source mapping.</p>"
-        },
-        "AmazonManagedKafkaEventSourceConfig":{
-          "shape":"AmazonManagedKafkaEventSourceConfig",
-          "documentation":"<p>Specific configuration settings for an Amazon Managed Streaming for Apache Kafka (Amazon MSK) event source.</p>"
-        },
-        "SelfManagedKafkaEventSourceConfig":{
-          "shape":"SelfManagedKafkaEventSourceConfig",
-          "documentation":"<p>Specific configuration settings for a self-managed Apache Kafka event source.</p>"
-        },
-        "ScalingConfig":{
-          "shape":"ScalingConfig",
-          "documentation":"<p>(Amazon SQS only) The scaling configuration for the event source. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-sqs.html#events-sqs-max-concurrency\">Configuring maximum concurrency for Amazon SQS event sources</a>.</p>"
-        },
-        "DocumentDBEventSourceConfig":{
-          "shape":"DocumentDBEventSourceConfig",
-          "documentation":"<p>Specific configuration settings for a DocumentDB event source.</p>"
-        },
-        "KMSKeyArn":{
-          "shape":"KMSKeyArn",
-          "documentation":"<p> The ARN of the Key Management Service (KMS) customer managed key that Lambda uses to encrypt your function's <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/invocation-eventfiltering.html#filtering-basics\">filter criteria</a>. By default, Lambda does not encrypt your filter criteria object. Specify this property to encrypt data using your own customer managed key. </p>"
-        },
-        "MetricsConfig":{
-          "shape":"EventSourceMappingMetricsConfig",
-          "documentation":"<p>The metrics configuration for your event source. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/monitoring-metrics-types.html#event-source-mapping-metrics\">Event source mapping metrics</a>.</p>"
-        },
-        "ProvisionedPollerConfig":{
-          "shape":"ProvisionedPollerConfig",
-          "documentation":"<p>(Amazon MSK and self-managed Apache Kafka only) The provisioned mode configuration for the event source. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/invocation-eventsourcemapping.html#invocation-eventsourcemapping-provisioned-mode\">provisioned mode</a>.</p>"
-        }
-      }
-    },
-    "CreateFunctionRequest":{
-      "type":"structure",
-      "required":[
-        "FunctionName",
-        "Role",
-        "Code"
-      ],
-      "members":{
-        "FunctionName":{
-          "shape":"FunctionName",
-          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> – <code>my-function</code>.</p> </li> <li> <p> <b>Function ARN</b> – <code>arn:aws:lambda:us-west-2:123456789012:function:my-function</code>.</p> </li> <li> <p> <b>Partial ARN</b> – <code>123456789012:function:my-function</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>"
-        },
-        "Runtime":{
-          "shape":"Runtime",
-          "documentation":"<p>The identifier of the function's <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/lambda-runtimes.html\"> runtime</a>. Runtime is required if the deployment package is a .zip file archive. Specifying a runtime results in an error if you're deploying a function using a container image.</p> <p>The following list includes deprecated runtimes. Lambda blocks creating new functions and updating existing functions shortly after each runtime is deprecated. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/lambda-runtimes.html#runtime-deprecation-levels\">Runtime use after deprecation</a>.</p> <p>For a list of all currently supported runtimes, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/lambda-runtimes.html#runtimes-supported\">Supported runtimes</a>.</p>"
-        },
-        "Role":{
-          "shape":"RoleArn",
-          "documentation":"<p>The Amazon Resource Name (ARN) of the function's execution role.</p>"
-        },
-        "Handler":{
-          "shape":"Handler",
-          "documentation":"<p>The name of the method within your code that Lambda calls to run your function. Handler is required if the deployment package is a .zip file archive. The format includes the file name. It can also include namespaces and other qualifiers, depending on the runtime. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/foundation-progmodel.html\">Lambda programming model</a>.</p>"
-        },
-        "Code":{
-          "shape":"FunctionCode",
-          "documentation":"<p>The code for the function.</p>"
-        },
-        "Description":{
-          "shape":"Description",
-          "documentation":"<p>A description of the function.</p>"
-        },
-        "Timeout":{
-          "shape":"Timeout",
-          "documentation":"<p>The amount of time (in seconds) that Lambda allows a function to run before stopping it. The default is 3 seconds. The maximum allowed value is 900 seconds. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/runtimes-context.html\">Lambda execution environment</a>.</p>"
-        },
-        "MemorySize":{
-          "shape":"MemorySize",
-          "documentation":"<p>The amount of <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-function-common.html#configuration-memory-console\">memory available to the function</a> at runtime. Increasing the function memory also increases its CPU allocation. The default value is 128 MB. The value can be any multiple of 1 MB.</p>"
-        },
-        "Publish":{
-          "shape":"Boolean",
-          "documentation":"<p>Set to true to publish the first version of the function during creation.</p>"
-        },
-        "VpcConfig":{
-          "shape":"VpcConfig",
-          "documentation":"<p>For network connectivity to Amazon Web Services resources in a VPC, specify a list of security groups and subnets in the VPC. When you connect a function to a VPC, it can access resources and the internet only through that VPC. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-vpc.html\">Configuring a Lambda function to access resources in a VPC</a>.</p>"
-        },
-        "PackageType":{
-          "shape":"PackageType",
-          "documentation":"<p>The type of deployment package. Set to <code>Image</code> for container image and set to <code>Zip</code> for .zip file archive.</p>"
-        },
-        "DeadLetterConfig":{
-          "shape":"DeadLetterConfig",
-          "documentation":"<p>A dead-letter queue configuration that specifies the queue or topic where Lambda sends asynchronous events when they fail processing. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/invocation-async.html#invocation-dlq\">Dead-letter queues</a>.</p>"
-        },
-        "Environment":{
-          "shape":"Environment",
-          "documentation":"<p>Environment variables that are accessible from function code during execution.</p>"
-        },
-        "KMSKeyArn":{
-          "shape":"KMSKeyArn",
-          "documentation":"<p>The ARN of the Key Management Service (KMS) customer managed key that's used to encrypt the following resources:</p> <ul> <li> <p>The function's <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-envvars.html#configuration-envvars-encryption\">environment variables</a>.</p> </li> <li> <p>The function's <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/snapstart-security.html\">Lambda SnapStart</a> snapshots.</p> </li> <li> <p>When used with <code>SourceKMSKeyArn</code>, the unzipped version of the .zip deployment package that's used for function invocations. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/encrypt-zip-package.html#enable-zip-custom-encryption\"> Specifying a customer managed key for Lambda</a>.</p> </li> <li> <p>The optimized version of the container image that's used for function invocations. Note that this is not the same key that's used to protect your container image in the Amazon Elastic Container Registry (Amazon ECR). For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/images-create.html#images-lifecycle\">Function lifecycle</a>.</p> </li> </ul> <p>If you don't provide a customer managed key, Lambda uses an <a href=\"https://docs.aws.amazon.com/kms/latest/developerguide/concepts.html#aws-owned-cmk\">Amazon Web Services owned key</a> or an <a href=\"https://docs.aws.amazon.com/kms/latest/developerguide/concepts.html#aws-managed-cmk\">Amazon Web Services managed key</a>.</p>"
-        },
-        "TracingConfig":{
-          "shape":"TracingConfig",
-          "documentation":"<p>Set <code>Mode</code> to <code>Active</code> to sample and trace a subset of incoming requests with <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/services-xray.html\">X-Ray</a>.</p>"
-        },
-        "Tags":{
-          "shape":"Tags",
-          "documentation":"<p>A list of <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/tagging.html\">tags</a> to apply to the function.</p>"
-        },
-        "Layers":{
-          "shape":"LayerList",
-          "documentation":"<p>A list of <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-layers.html\">function layers</a> to add to the function's execution environment. Specify each layer by its ARN, including the version.</p>"
-        },
-        "FileSystemConfigs":{
-          "shape":"FileSystemConfigList",
-          "documentation":"<p>Connection settings for an Amazon EFS file system.</p>"
-        },
-        "ImageConfig":{
-          "shape":"ImageConfig",
-          "documentation":"<p>Container image <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/images-create.html#images-parms\">configuration values</a> that override the values in the container image Dockerfile.</p>"
-        },
-        "CodeSigningConfigArn":{
-          "shape":"CodeSigningConfigArn",
-          "documentation":"<p>To enable code signing for this function, specify the ARN of a code-signing configuration. A code-signing configuration includes a set of signing profiles, which define the trusted publishers for this function.</p>"
-        },
-        "Architectures":{
-          "shape":"ArchitecturesList",
-          "documentation":"<p>The instruction set architecture that the function supports. Enter a string array with one of the valid values (arm64 or x86_64). The default value is <code>x86_64</code>.</p>"
-        },
-        "EphemeralStorage":{
-          "shape":"EphemeralStorage",
-          "documentation":"<p>The size of the function's <code>/tmp</code> directory in MB. The default value is 512, but can be any whole number between 512 and 10,240 MB. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-function-common.html#configuration-ephemeral-storage\">Configuring ephemeral storage (console)</a>.</p>"
-        },
-        "SnapStart":{
-          "shape":"SnapStart",
-          "documentation":"<p>The function's <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/snapstart.html\">SnapStart</a> setting.</p>"
-        },
-        "LoggingConfig":{
-          "shape":"LoggingConfig",
-          "documentation":"<p>The function's Amazon CloudWatch Logs configuration settings.</p>"
-        },
-        "CapacityProviderConfig":{"shape":"CapacityProviderConfig"},
-        "PublishTo":{"shape":"FunctionVersionLatestPublished"}
-      }
-    },
-    "CreateFunctionUrlConfigRequest":{
-      "type":"structure",
-      "required":[
-        "FunctionName",
-        "AuthType"
-      ],
-      "members":{
-        "FunctionName":{
-          "shape":"FunctionName",
-          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> – <code>my-function</code>.</p> </li> <li> <p> <b>Function ARN</b> – <code>arn:aws:lambda:us-west-2:123456789012:function:my-function</code>.</p> </li> <li> <p> <b>Partial ARN</b> – <code>123456789012:function:my-function</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
-          "location":"uri",
-          "locationName":"FunctionName"
-        },
-        "Qualifier":{
-          "shape":"FunctionUrlQualifier",
-          "documentation":"<p>The alias name.</p>",
-          "location":"querystring",
-          "locationName":"Qualifier"
-        },
-        "AuthType":{
-          "shape":"FunctionUrlAuthType",
-          "documentation":"<p>The type of authentication that your function URL uses. Set to <code>AWS_IAM</code> if you want to restrict access to authenticated users only. Set to <code>NONE</code> if you want to bypass IAM authentication to create a public endpoint. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/urls-auth.html\">Security and auth model for Lambda function URLs</a>.</p>"
-        },
-        "Cors":{
-          "shape":"Cors",
-          "documentation":"<p>The <a href=\"https://developer.mozilla.org/en-US/docs/Web/HTTP/CORS\">cross-origin resource sharing (CORS)</a> settings for your function URL.</p>"
-        },
-        "InvokeMode":{
-          "shape":"InvokeMode",
-          "documentation":"<p>Use one of the following options:</p> <ul> <li> <p> <code>BUFFERED</code> – This is the default option. Lambda invokes your function using the <code>Invoke</code> API operation. Invocation results are available when the payload is complete. The maximum payload size is 6 MB.</p> </li> <li> <p> <code>RESPONSE_STREAM</code> – Your function streams payload results as they become available. Lambda invokes your function using the <code>InvokeWithResponseStream</code> API operation. The maximum response payload size is 20 MB, however, you can <a href=\"https://docs.aws.amazon.com/servicequotas/latest/userguide/request-quota-increase.html\">request a quota increase</a>.</p> </li> </ul>"
-        }
-      }
-    },
-    "CreateFunctionUrlConfigResponse":{
-      "type":"structure",
-      "required":[
-        "FunctionUrl",
-        "FunctionArn",
-        "AuthType",
-        "CreationTime"
-      ],
-      "members":{
-        "FunctionUrl":{
-          "shape":"FunctionUrl",
-          "documentation":"<p>The HTTP URL endpoint for your function.</p>"
-        },
-        "FunctionArn":{
-          "shape":"FunctionArn",
-          "documentation":"<p>The Amazon Resource Name (ARN) of your function.</p>"
-        },
-        "AuthType":{
-          "shape":"FunctionUrlAuthType",
-          "documentation":"<p>The type of authentication that your function URL uses. Set to <code>AWS_IAM</code> if you want to restrict access to authenticated users only. Set to <code>NONE</code> if you want to bypass IAM authentication to create a public endpoint. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/urls-auth.html\">Security and auth model for Lambda function URLs</a>.</p>"
-        },
-        "Cors":{
-          "shape":"Cors",
-          "documentation":"<p>The <a href=\"https://developer.mozilla.org/en-US/docs/Web/HTTP/CORS\">cross-origin resource sharing (CORS)</a> settings for your function URL.</p>"
-        },
-        "CreationTime":{
-          "shape":"Timestamp",
-          "documentation":"<p>When the function URL was created, in <a href=\"https://www.w3.org/TR/NOTE-datetime\">ISO-8601 format</a> (YYYY-MM-DDThh:mm:ss.sTZD).</p>"
-        },
-        "InvokeMode":{
-          "shape":"InvokeMode",
-          "documentation":"<p>Use one of the following options:</p> <ul> <li> <p> <code>BUFFERED</code> – This is the default option. Lambda invokes your function using the <code>Invoke</code> API operation. Invocation results are available when the payload is complete. The maximum payload size is 6 MB.</p> </li> <li> <p> <code>RESPONSE_STREAM</code> – Your function streams payload results as they become available. Lambda invokes your function using the <code>InvokeWithResponseStream</code> API operation. The maximum response payload size is 20 MB, however, you can <a href=\"https://docs.aws.amazon.com/servicequotas/latest/userguide/request-quota-increase.html\">request a quota increase</a>.</p> </li> </ul>"
-        }
-      }
-    },
-    "DatabaseName":{
-      "type":"string",
-      "max":63,
-      "min":1,
-      "pattern":"[^ /\\.$\\x22]*"
-    },
-    "Date":{"type":"timestamp"},
-    "DeadLetterConfig":{
-      "type":"structure",
-      "members":{
-        "TargetArn":{
-          "shape":"ResourceArn",
-          "documentation":"<p>The Amazon Resource Name (ARN) of an Amazon SQS queue or Amazon SNS topic.</p>"
-        }
-      },
-      "documentation":"<p>The <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/invocation-async-retain-records.html#invocation-dlq\">dead-letter queue</a> for failed asynchronous invocations.</p>"
-    },
-    "DeleteAliasRequest":{
-      "type":"structure",
-      "required":[
-        "FunctionName",
-        "Name"
-      ],
-      "members":{
-        "FunctionName":{
-          "shape":"FunctionName",
-          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> - <code>MyFunction</code>.</p> </li> <li> <p> <b>Function ARN</b> - <code>arn:aws:lambda:us-west-2:123456789012:function:MyFunction</code>.</p> </li> <li> <p> <b>Partial ARN</b> - <code>123456789012:function:MyFunction</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
-          "location":"uri",
-          "locationName":"FunctionName"
-        },
-        "Name":{
-          "shape":"Alias",
-          "documentation":"<p>The name of the alias.</p>",
-          "location":"uri",
-          "locationName":"Name"
-        }
-      }
-    },
-    "DeleteCapacityProviderRequest":{
-      "type":"structure",
-      "required":["CapacityProviderName"],
-      "members":{
-        "CapacityProviderName":{
-          "shape":"CapacityProviderName",
-          "location":"uri",
-          "locationName":"CapacityProviderName"
-        }
-      }
-    },
-    "DeleteCapacityProviderResponse":{
-      "type":"structure",
-      "required":["CapacityProvider"],
-      "members":{
-        "CapacityProvider":{"shape":"CapacityProvider"}
-      }
-    },
-    "DeleteCodeSigningConfigRequest":{
-      "type":"structure",
-      "required":["CodeSigningConfigArn"],
-      "members":{
-        "CodeSigningConfigArn":{
-          "shape":"CodeSigningConfigArn",
-          "documentation":"<p>The The Amazon Resource Name (ARN) of the code signing configuration.</p>",
-          "location":"uri",
-          "locationName":"CodeSigningConfigArn"
-        }
-      }
-    },
-    "DeleteCodeSigningConfigResponse":{
-      "type":"structure",
-      "members":{}
-    },
-    "DeleteEventSourceMappingRequest":{
-      "type":"structure",
-      "required":["UUID"],
-      "members":{
-        "UUID":{
-          "shape":"String",
-          "documentation":"<p>The identifier of the event source mapping.</p>",
-          "location":"uri",
-          "locationName":"UUID"
-        }
-      }
-    },
-    "DeleteFunctionCodeSigningConfigRequest":{
-      "type":"structure",
-      "required":["FunctionName"],
-      "members":{
-        "FunctionName":{
-          "shape":"NamespacedFunctionName",
-          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> - <code>MyFunction</code>.</p> </li> <li> <p> <b>Function ARN</b> - <code>arn:aws:lambda:us-west-2:123456789012:function:MyFunction</code>.</p> </li> <li> <p> <b>Partial ARN</b> - <code>123456789012:function:MyFunction</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
-          "location":"uri",
-          "locationName":"FunctionName"
-        }
-      }
-    },
-    "DeleteFunctionConcurrencyRequest":{
-      "type":"structure",
-      "required":["FunctionName"],
-      "members":{
-        "FunctionName":{
-          "shape":"FunctionName",
-          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> – <code>my-function</code>.</p> </li> <li> <p> <b>Function ARN</b> – <code>arn:aws:lambda:us-west-2:123456789012:function:my-function</code>.</p> </li> <li> <p> <b>Partial ARN</b> – <code>123456789012:function:my-function</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
-          "location":"uri",
-          "locationName":"FunctionName"
-        }
-      }
-    },
-    "DeleteFunctionEventInvokeConfigRequest":{
-      "type":"structure",
-      "required":["FunctionName"],
-      "members":{
-        "FunctionName":{
-          "shape":"NamespacedFunctionName",
-          "documentation":"<p>The name or ARN of the Lambda function, version, or alias.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> - <code>my-function</code> (name-only), <code>my-function:v1</code> (with alias).</p> </li> <li> <p> <b>Function ARN</b> - <code>arn:aws:lambda:us-west-2:123456789012:function:my-function</code>.</p> </li> <li> <p> <b>Partial ARN</b> - <code>123456789012:function:my-function</code>.</p> </li> </ul> <p>You can append a version number or alias to any of the formats. The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
-          "location":"uri",
-          "locationName":"FunctionName"
-        },
-        "Qualifier":{
-          "shape":"NumericLatestPublishedOrAliasQualifier",
-          "documentation":"<p>A version number or alias name.</p>",
-          "location":"querystring",
-          "locationName":"Qualifier"
-        }
-      }
-    },
-    "DeleteFunctionRequest":{
-      "type":"structure",
-      "required":["FunctionName"],
-      "members":{
-        "FunctionName":{
-          "shape":"NamespacedFunctionName",
-          "documentation":"<p>The name or ARN of the Lambda function or version.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> – <code>my-function</code> (name-only), <code>my-function:1</code> (with version).</p> </li> <li> <p> <b>Function ARN</b> – <code>arn:aws:lambda:us-west-2:123456789012:function:my-function</code>.</p> </li> <li> <p> <b>Partial ARN</b> – <code>123456789012:function:my-function</code>.</p> </li> </ul> <p>You can append a version number or alias to any of the formats. The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
-          "location":"uri",
-          "locationName":"FunctionName"
-        },
-        "Qualifier":{
-          "shape":"NumericLatestPublishedOrAliasQualifier",
-          "documentation":"<p>Specify a version to delete. You can't delete a version that an alias references.</p>",
-          "location":"querystring",
-          "locationName":"Qualifier"
-        }
-      }
-    },
-    "DeleteFunctionResponse":{
-      "type":"structure",
-      "members":{
-        "StatusCode":{
-          "shape":"Integer",
-          "location":"statusCode"
-        }
-      }
-    },
-    "DeleteFunctionUrlConfigRequest":{
-      "type":"structure",
-      "required":["FunctionName"],
-      "members":{
-        "FunctionName":{
-          "shape":"FunctionName",
-          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> – <code>my-function</code>.</p> </li> <li> <p> <b>Function ARN</b> – <code>arn:aws:lambda:us-west-2:123456789012:function:my-function</code>.</p> </li> <li> <p> <b>Partial ARN</b> – <code>123456789012:function:my-function</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
-          "location":"uri",
-          "locationName":"FunctionName"
-        },
-        "Qualifier":{
-          "shape":"FunctionUrlQualifier",
-          "documentation":"<p>The alias name.</p>",
-          "location":"querystring",
-          "locationName":"Qualifier"
-        }
-      }
-    },
-    "DeleteLayerVersionRequest":{
-      "type":"structure",
-      "required":[
-        "LayerName",
-        "VersionNumber"
-      ],
-      "members":{
-        "LayerName":{
-          "shape":"LayerName",
-          "documentation":"<p>The name or Amazon Resource Name (ARN) of the layer.</p>",
-          "location":"uri",
-          "locationName":"LayerName"
-        },
-        "VersionNumber":{
-          "shape":"LayerVersionNumber",
-          "documentation":"<p>The version number.</p>",
-          "location":"uri",
-          "locationName":"VersionNumber"
-        }
-      }
-    },
-    "DeleteProvisionedConcurrencyConfigRequest":{
-      "type":"structure",
-      "required":[
-        "FunctionName",
-        "Qualifier"
-      ],
-      "members":{
-        "FunctionName":{
-          "shape":"FunctionName",
-          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> – <code>my-function</code>.</p> </li> <li> <p> <b>Function ARN</b> – <code>arn:aws:lambda:us-west-2:123456789012:function:my-function</code>.</p> </li> <li> <p> <b>Partial ARN</b> – <code>123456789012:function:my-function</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
-          "location":"uri",
-          "locationName":"FunctionName"
-        },
-        "Qualifier":{
-          "shape":"Qualifier",
-          "documentation":"<p>The version number or alias name.</p>",
-          "location":"querystring",
-          "locationName":"Qualifier"
-        }
-      }
-    },
-    "Description":{
-      "type":"string",
-      "max":256,
-      "min":0
-    },
-    "DestinationArn":{
-      "type":"string",
-      "max":350,
-      "min":0,
-      "pattern":"$|arn:(aws[a-zA-Z0-9-]*):([a-zA-Z0-9\\-])+:((eusc-)?[a-z]{2}(-gov)?-[a-z]+-\\d{1})?:(\\d{12})?:(.*)"
-    },
-    "DestinationConfig":{
-      "type":"structure",
-      "members":{
-        "OnSuccess":{
-          "shape":"OnSuccess",
-          "documentation":"<p>The destination configuration for successful invocations. Not supported in <code>CreateEventSourceMapping</code> or <code>UpdateEventSourceMapping</code>.</p>"
-        },
-        "OnFailure":{
-          "shape":"OnFailure",
-          "documentation":"<p>The destination configuration for failed invocations.</p>"
-        }
-      },
-      "documentation":"<p>A configuration object that specifies the destination of an event after Lambda processes it. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/invocation-async-retain-records.html#invocation-async-destinations\">Adding a destination</a>.</p>"
-    },
-    "DocumentDBEventSourceConfig":{
-      "type":"structure",
-      "members":{
-        "DatabaseName":{
-          "shape":"DatabaseName",
-          "documentation":"<p> The name of the database to consume within the DocumentDB cluster. </p>"
-        },
-        "CollectionName":{
-          "shape":"CollectionName",
-          "documentation":"<p> The name of the collection to consume within the database. If you do not specify a collection, Lambda consumes all collections. </p>"
-        },
-        "FullDocument":{
-          "shape":"FullDocument",
-          "documentation":"<p> Determines what DocumentDB sends to your event stream during document update operations. If set to UpdateLookup, DocumentDB sends a delta describing the changes, along with a copy of the entire document. Otherwise, DocumentDB sends only a partial document that contains the changes. </p>"
-        }
-      },
-      "documentation":"<p> Specific configuration settings for a DocumentDB event source. </p>"
-    },
-    "EC2AccessDeniedException":{
-      "type":"structure",
-      "members":{
-        "Type":{"shape":"String"},
-        "Message":{"shape":"String"}
-      },
-      "documentation":"<p>Need additional permissions to configure VPC settings.</p>",
-      "error":{"httpStatusCode":502},
-      "exception":true,
-      "fault":true
-    },
-    "EC2ThrottledException":{
-      "type":"structure",
-      "members":{
-        "Type":{"shape":"String"},
-        "Message":{"shape":"String"}
-      },
-      "documentation":"<p>Amazon EC2 throttled Lambda during Lambda function initialization using the execution role provided for the function.</p>",
-      "error":{"httpStatusCode":502},
-      "exception":true,
-      "fault":true
-    },
-    "EC2UnexpectedException":{
-      "type":"structure",
-      "members":{
-        "Type":{"shape":"String"},
-        "Message":{"shape":"String"},
-        "EC2ErrorCode":{"shape":"String"}
-      },
-      "documentation":"<p>Lambda received an unexpected Amazon EC2 client exception while setting up for the Lambda function.</p>",
-      "error":{"httpStatusCode":502},
-      "exception":true,
-      "fault":true
-    },
-    "EFSIOException":{
-      "type":"structure",
-      "members":{
-        "Type":{"shape":"String"},
-        "Message":{"shape":"String"}
-      },
-      "documentation":"<p>An error occurred when reading from or writing to a connected file system.</p>",
-      "error":{
-        "httpStatusCode":410,
-        "senderFault":true
-      },
-      "exception":true
-    },
-    "EFSMountConnectivityException":{
-      "type":"structure",
-      "members":{
-        "Type":{"shape":"String"},
-        "Message":{"shape":"String"}
-      },
-      "documentation":"<p>The Lambda function couldn't make a network connection to the configured file system.</p>",
-      "error":{
-        "httpStatusCode":408,
-        "senderFault":true
-      },
-      "exception":true
-    },
-    "EFSMountFailureException":{
-      "type":"structure",
-      "members":{
-        "Type":{"shape":"String"},
-        "Message":{"shape":"String"}
-      },
-      "documentation":"<p>The Lambda function couldn't mount the configured file system due to a permission or configuration issue.</p>",
-      "error":{
-        "httpStatusCode":403,
-        "senderFault":true
-      },
-      "exception":true
-    },
-    "EFSMountTimeoutException":{
-      "type":"structure",
-      "members":{
-        "Type":{"shape":"String"},
-        "Message":{"shape":"String"}
-      },
-      "documentation":"<p>The Lambda function made a network connection to the configured file system, but the mount operation timed out.</p>",
-      "error":{
-        "httpStatusCode":408,
-        "senderFault":true
-      },
-      "exception":true
-    },
-    "ENILimitReachedException":{
-      "type":"structure",
-      "members":{
-        "Type":{"shape":"String"},
-        "Message":{"shape":"String"}
-      },
-      "documentation":"<p>Lambda couldn't create an elastic network interface in the VPC, specified as part of Lambda function configuration, because the limit for network interfaces has been reached. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/gettingstarted-limits.html\">Lambda quotas</a>.</p>",
-      "error":{"httpStatusCode":502},
-      "exception":true,
-      "fault":true
-    },
-    "Enabled":{
-      "type":"boolean",
-      "box":true
-    },
-    "EndPointType":{
-      "type":"string",
-      "enum":["KAFKA_BOOTSTRAP_SERVERS"]
-    },
-    "Endpoint":{
-      "type":"string",
-      "max":300,
-      "min":1,
-      "pattern":"(([a-zA-Z0-9]|[a-zA-Z0-9][a-zA-Z0-9\\-]*[a-zA-Z0-9])\\.)*([A-Za-z0-9]|[A-Za-z0-9][A-Za-z0-9\\-]*[A-Za-z0-9]):[0-9]{1,5}"
-    },
-    "EndpointLists":{
-      "type":"list",
-      "member":{"shape":"Endpoint"},
-      "max":10,
-      "min":1
-    },
-    "Endpoints":{
-      "type":"map",
-      "key":{"shape":"EndPointType"},
-      "value":{"shape":"EndpointLists"},
-      "max":2,
-      "min":1
-    },
-    "Environment":{
-      "type":"structure",
-      "members":{
-        "Variables":{
-          "shape":"EnvironmentVariables",
-          "documentation":"<p>Environment variable key-value pairs. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-envvars.html\">Using Lambda environment variables</a>.</p>"
-        }
-      },
-      "documentation":"<p>A function's environment variable settings. You can use environment variables to adjust your function's behavior without updating code. An environment variable is a pair of strings that are stored in a function's version-specific configuration.</p>"
-    },
-    "EnvironmentError":{
-      "type":"structure",
-      "members":{
-        "ErrorCode":{
-          "shape":"String",
-          "documentation":"<p>The error code.</p>"
-        },
-        "Message":{
-          "shape":"SensitiveString",
-          "documentation":"<p>The error message.</p>"
-        }
-      },
-      "documentation":"<p>Error messages for environment variables that couldn't be applied.</p>"
-    },
-    "EnvironmentResponse":{
-      "type":"structure",
-      "members":{
-        "Variables":{
-          "shape":"EnvironmentVariables",
-          "documentation":"<p>Environment variable key-value pairs. Omitted from CloudTrail logs.</p>"
-        },
-        "Error":{
-          "shape":"EnvironmentError",
-          "documentation":"<p>Error messages for environment variables that couldn't be applied.</p>"
-        }
-      },
-      "documentation":"<p>The results of an operation to update or read environment variables. If the operation succeeds, the response contains the environment variables. If it fails, the response contains details about the error.</p>"
-    },
-    "EnvironmentVariableName":{
-      "type":"string",
-      "pattern":"[a-zA-Z]([a-zA-Z0-9_])+",
-      "sensitive":true
-    },
-    "EnvironmentVariableValue":{
-      "type":"string",
-      "sensitive":true
-    },
-    "EnvironmentVariables":{
-      "type":"map",
-      "key":{"shape":"EnvironmentVariableName"},
-      "value":{"shape":"EnvironmentVariableValue"},
-      "sensitive":true
-    },
-    "EphemeralStorage":{
-      "type":"structure",
-      "required":["Size"],
-      "members":{
-        "Size":{
-          "shape":"EphemeralStorageSize",
-          "documentation":"<p>The size of the function's <code>/tmp</code> directory.</p>"
-        }
-      },
-      "documentation":"<p>The size of the function's <code>/tmp</code> directory in MB. The default value is 512, but can be any whole number between 512 and 10,240 MB. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-function-common.html#configuration-ephemeral-storage\">Configuring ephemeral storage (console)</a>.</p>"
-    },
-    "EphemeralStorageSize":{
-      "type":"integer",
-      "box":true,
-      "max":10240,
-      "min":512
-    },
-    "EventSourceMappingArn":{
-      "type":"string",
-      "max":120,
-      "min":85,
-      "pattern":"arn:(aws[a-zA-Z-]*)?:lambda:(eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:\\d{12}:event-source-mapping:[0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{12}"
-    },
-    "EventSourceMappingConfiguration":{
-      "type":"structure",
-      "members":{
-        "UUID":{
-          "shape":"String",
-          "documentation":"<p>The identifier of the event source mapping.</p>"
-        },
-        "StartingPosition":{
-          "shape":"EventSourcePosition",
-          "documentation":"<p>The position in a stream from which to start reading. Required for Amazon Kinesis and Amazon DynamoDB Stream event sources. <code>AT_TIMESTAMP</code> is supported only for Amazon Kinesis streams, Amazon DocumentDB, Amazon MSK, and self-managed Apache Kafka.</p>"
-        },
-        "StartingPositionTimestamp":{
-          "shape":"Date",
-          "documentation":"<p>With <code>StartingPosition</code> set to <code>AT_TIMESTAMP</code>, the time from which to start reading. <code>StartingPositionTimestamp</code> cannot be in the future.</p>"
-        },
-        "BatchSize":{
-          "shape":"BatchSize",
-          "documentation":"<p>The maximum number of records in each batch that Lambda pulls from your stream or queue and sends to your function. Lambda passes all of the records in the batch to the function in a single call, up to the payload limit for synchronous invocation (6 MB).</p> <p>Default value: Varies by service. For Amazon SQS, the default is 10. For all other services, the default is 100.</p> <p>Related setting: When you set <code>BatchSize</code> to a value greater than 10, you must set <code>MaximumBatchingWindowInSeconds</code> to at least 1.</p>"
-        },
-        "MaximumBatchingWindowInSeconds":{
-          "shape":"MaximumBatchingWindowInSeconds",
-          "documentation":"<p>The maximum amount of time, in seconds, that Lambda spends gathering records before invoking the function. You can configure <code>MaximumBatchingWindowInSeconds</code> to any value from 0 seconds to 300 seconds in increments of seconds.</p> <p>For streams and Amazon SQS event sources, the default batching window is 0 seconds. For Amazon MSK, Self-managed Apache Kafka, Amazon MQ, and DocumentDB event sources, the default batching window is 500 ms. Note that because you can only change <code>MaximumBatchingWindowInSeconds</code> in increments of seconds, you cannot revert back to the 500 ms default batching window after you have changed it. To restore the default batching window, you must create a new event source mapping.</p> <p>Related setting: For streams and Amazon SQS event sources, when you set <code>BatchSize</code> to a value greater than 10, you must set <code>MaximumBatchingWindowInSeconds</code> to at least 1.</p>"
-        },
-        "ParallelizationFactor":{
-          "shape":"ParallelizationFactor",
-          "documentation":"<p>(Kinesis and DynamoDB Streams only) The number of batches to process concurrently from each shard. The default value is 1.</p>"
-        },
-        "EventSourceArn":{
-          "shape":"Arn",
-          "documentation":"<p>The Amazon Resource Name (ARN) of the event source.</p>"
-        },
-        "FilterCriteria":{
-          "shape":"FilterCriteria",
-          "documentation":"<p>An object that defines the filter criteria that determine whether Lambda should process an event. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/invocation-eventfiltering.html\">Lambda event filtering</a>.</p> <p>If filter criteria is encrypted, this field shows up as <code>null</code> in the response of ListEventSourceMapping API calls. You can view this field in plaintext in the response of GetEventSourceMapping and DeleteEventSourceMapping calls if you have <code>kms:Decrypt</code> permissions for the correct KMS key.</p>"
-        },
-        "FunctionArn":{
-          "shape":"FunctionArn",
-          "documentation":"<p>The ARN of the Lambda function.</p>"
-        },
-        "LastModified":{
-          "shape":"Date",
-          "documentation":"<p>The date that the event source mapping was last updated or that its state changed.</p>"
-        },
-        "LastProcessingResult":{
-          "shape":"String",
-          "documentation":"<p>The result of the event source mapping's last processing attempt.</p>"
-        },
-        "State":{
-          "shape":"String",
-          "documentation":"<p>The state of the event source mapping. It can be one of the following: <code>Creating</code>, <code>Enabling</code>, <code>Enabled</code>, <code>Disabling</code>, <code>Disabled</code>, <code>Updating</code>, or <code>Deleting</code>.</p>"
-        },
-        "StateTransitionReason":{
-          "shape":"String",
-          "documentation":"<p>Indicates whether a user or Lambda made the last change to the event source mapping.</p>"
-        },
-        "DestinationConfig":{
-          "shape":"DestinationConfig",
-          "documentation":"<p>(Kinesis, DynamoDB Streams, Amazon MSK, and self-managed Apache Kafka event sources only) A configuration object that specifies the destination of an event after Lambda processes it.</p>"
-        },
-        "Topics":{
-          "shape":"Topics",
-          "documentation":"<p>The name of the Kafka topic.</p>"
-        },
-        "Queues":{
-          "shape":"Queues",
-          "documentation":"<p> (Amazon MQ) The name of the Amazon MQ broker destination queue to consume.</p>"
-        },
-        "SourceAccessConfigurations":{
-          "shape":"SourceAccessConfigurations",
-          "documentation":"<p>An array of the authentication protocol, VPC components, or virtual host to secure and define your event source.</p>"
-        },
-        "SelfManagedEventSource":{
-          "shape":"SelfManagedEventSource",
-          "documentation":"<p>The self-managed Apache Kafka cluster for your event source.</p>"
-        },
-        "MaximumRecordAgeInSeconds":{
-          "shape":"MaximumRecordAgeInSeconds",
-          "documentation":"<p>(Kinesis and DynamoDB Streams only) Discard records older than the specified age. The default value is -1, which sets the maximum age to infinite. When the value is set to infinite, Lambda never discards old records.</p> <note> <p>The minimum valid value for maximum record age is 60s. Although values less than 60 and greater than -1 fall within the parameter's absolute range, they are not allowed</p> </note>"
-        },
-        "BisectBatchOnFunctionError":{
-          "shape":"BisectBatchOnFunctionError",
-          "documentation":"<p>(Kinesis and DynamoDB Streams only) If the function returns an error, split the batch in two and retry. The default value is false.</p>"
-        },
-        "MaximumRetryAttempts":{
-          "shape":"MaximumRetryAttemptsEventSourceMapping",
-          "documentation":"<p>(Kinesis and DynamoDB Streams only) Discard records after the specified number of retries. The default value is -1, which sets the maximum number of retries to infinite. When MaximumRetryAttempts is infinite, Lambda retries failed records until the record expires in the event source.</p>"
-        },
-        "TumblingWindowInSeconds":{
-          "shape":"TumblingWindowInSeconds",
-          "documentation":"<p>(Kinesis and DynamoDB Streams only) The duration in seconds of a processing window for DynamoDB and Kinesis Streams event sources. A value of 0 seconds indicates no tumbling window.</p>"
-        },
-        "FunctionResponseTypes":{
-          "shape":"FunctionResponseTypeList",
-          "documentation":"<p>(Kinesis, DynamoDB Streams, and Amazon SQS) A list of current response type enums applied to the event source mapping.</p>"
-        },
-        "AmazonManagedKafkaEventSourceConfig":{
-          "shape":"AmazonManagedKafkaEventSourceConfig",
-          "documentation":"<p>Specific configuration settings for an Amazon Managed Streaming for Apache Kafka (Amazon MSK) event source.</p>"
-        },
-        "SelfManagedKafkaEventSourceConfig":{
-          "shape":"SelfManagedKafkaEventSourceConfig",
-          "documentation":"<p>Specific configuration settings for a self-managed Apache Kafka event source.</p>"
-        },
-        "ScalingConfig":{
-          "shape":"ScalingConfig",
-          "documentation":"<p>(Amazon SQS only) The scaling configuration for the event source. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-sqs.html#events-sqs-max-concurrency\">Configuring maximum concurrency for Amazon SQS event sources</a>.</p>"
-        },
-        "DocumentDBEventSourceConfig":{
-          "shape":"DocumentDBEventSourceConfig",
-          "documentation":"<p>Specific configuration settings for a DocumentDB event source.</p>"
-        },
-        "KMSKeyArn":{
-          "shape":"KMSKeyArn",
-          "documentation":"<p> The ARN of the Key Management Service (KMS) customer managed key that Lambda uses to encrypt your function's <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/invocation-eventfiltering.html#filtering-basics\">filter criteria</a>.</p>"
-        },
-        "FilterCriteriaError":{
-          "shape":"FilterCriteriaError",
-          "documentation":"<p>An object that contains details about an error related to filter criteria encryption.</p>"
-        },
-        "EventSourceMappingArn":{
-          "shape":"EventSourceMappingArn",
-          "documentation":"<p>The Amazon Resource Name (ARN) of the event source mapping.</p>"
-        },
-        "MetricsConfig":{
-          "shape":"EventSourceMappingMetricsConfig",
-          "documentation":"<p>The metrics configuration for your event source. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/monitoring-metrics-types.html#event-source-mapping-metrics\">Event source mapping metrics</a>.</p>"
-        },
-        "ProvisionedPollerConfig":{
-          "shape":"ProvisionedPollerConfig",
-          "documentation":"<p>(Amazon MSK and self-managed Apache Kafka only) The provisioned mode configuration for the event source. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/invocation-eventsourcemapping.html#invocation-eventsourcemapping-provisioned-mode\">provisioned mode</a>.</p>"
-        }
-      },
-      "documentation":"<p>A mapping between an Amazon Web Services resource and a Lambda function. For details, see <a>CreateEventSourceMapping</a>.</p>"
-    },
-    "EventSourceMappingMetric":{
-      "type":"string",
-      "enum":["EventCount"]
-    },
-    "EventSourceMappingMetricList":{
-      "type":"list",
-      "member":{"shape":"EventSourceMappingMetric"},
-      "max":1,
-      "min":0
-    },
-    "EventSourceMappingMetricsConfig":{
-      "type":"structure",
-      "members":{
-        "Metrics":{
-          "shape":"EventSourceMappingMetricList",
-          "documentation":"<p> The metrics you want your event source mapping to produce. Include <code>EventCount</code> to receive event source mapping metrics related to the number of events processed by your event source mapping. For more information about these metrics, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/monitoring-metrics-types.html#event-source-mapping-metrics\"> Event source mapping metrics</a>. </p>"
-        }
-      },
-      "documentation":"<p>The metrics configuration for your event source. Use this configuration object to define which metrics you want your event source mapping to produce.</p>"
-    },
-    "EventSourceMappingsList":{
-      "type":"list",
-      "member":{"shape":"EventSourceMappingConfiguration"}
-    },
-    "EventSourcePosition":{
-      "type":"string",
-      "enum":[
-        "TRIM_HORIZON",
-        "LATEST",
-        "AT_TIMESTAMP"
-      ]
-    },
-    "EventSourceToken":{
-      "type":"string",
-      "max":256,
-      "min":0,
-      "pattern":"[a-zA-Z0-9._\\-]+"
-    },
-    "ExecutionEnvironmentMemoryGiBPerVCpu":{
-      "type":"double",
-      "box":true,
-      "max":8.0,
-      "min":2.0
-    },
-    "FileSystemArn":{
-      "type":"string",
-      "max":200,
-      "min":0,
-      "pattern":"arn:aws[a-zA-Z-]*:elasticfilesystem:(eusc-)?[a-z]{2}((-gov)|(-iso(b?)))?-[a-z]+-\\d{1}:\\d{12}:access-point/fsap-[a-f0-9]{17}"
-    },
-    "FileSystemConfig":{
-      "type":"structure",
-      "required":[
-        "Arn",
-        "LocalMountPath"
-      ],
-      "members":{
-        "Arn":{
-          "shape":"FileSystemArn",
-          "documentation":"<p>The Amazon Resource Name (ARN) of the Amazon EFS access point that provides access to the file system.</p>"
-        },
-        "LocalMountPath":{
-          "shape":"LocalMountPath",
-          "documentation":"<p>The path where the function can access the file system, starting with <code>/mnt/</code>.</p>"
-        }
-      },
-      "documentation":"<p>Details about the connection between a Lambda function and an <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-filesystem.html\">Amazon EFS file system</a>.</p>"
-    },
-    "FileSystemConfigList":{
-      "type":"list",
-      "member":{"shape":"FileSystemConfig"},
-      "max":1,
-      "min":0
-    },
-    "Filter":{
-      "type":"structure",
-      "members":{
-        "Pattern":{
-          "shape":"Pattern",
-          "documentation":"<p> A filter pattern. For more information on the syntax of a filter pattern, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/invocation-eventfiltering.html#filtering-syntax\"> Filter rule syntax</a>. </p>"
-        }
-      },
-      "documentation":"<p> A structure within a <code>FilterCriteria</code> object that defines an event filtering pattern. </p>"
-    },
-    "FilterCriteria":{
-      "type":"structure",
-      "members":{
-        "Filters":{
-          "shape":"FilterList",
-          "documentation":"<p> A list of filters. </p>"
-        }
-      },
-      "documentation":"<p> An object that contains the filters for an event source. </p>"
-    },
-    "FilterCriteriaError":{
-      "type":"structure",
-      "members":{
-        "ErrorCode":{
-          "shape":"FilterCriteriaErrorCode",
-          "documentation":"<p>The KMS exception that resulted from filter criteria encryption or decryption.</p>"
-        },
-        "Message":{
-          "shape":"FilterCriteriaErrorMessage",
-          "documentation":"<p>The error message.</p>"
-        }
-      },
-      "documentation":"<p>An object that contains details about an error related to filter criteria encryption.</p>"
-    },
-    "FilterCriteriaErrorCode":{
-      "type":"string",
-      "max":50,
-      "min":10,
-      "pattern":"[A-Za-z]+Exception"
-    },
-    "FilterCriteriaErrorMessage":{
-      "type":"string",
-      "max":2048,
-      "min":10,
-      "pattern":".*"
-    },
-    "FilterList":{
-      "type":"list",
-      "member":{"shape":"Filter"}
-    },
-    "FullDocument":{
-      "type":"string",
-      "enum":[
-        "UpdateLookup",
-        "Default"
-      ]
-    },
-    "FunctionArn":{
-      "type":"string",
-      "max":10000,
-      "min":0,
-      "pattern":"arn:(aws[a-zA-Z-]*)?:lambda:(eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:\\d{12}:function:[a-zA-Z0-9-_]+(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
-    },
-    "FunctionArnList":{
-      "type":"list",
-      "member":{"shape":"FunctionArn"}
-    },
-    "FunctionCode":{
-      "type":"structure",
-      "members":{
-        "ZipFile":{
-          "shape":"Blob",
-          "documentation":"<p>The base64-encoded contents of the deployment package. Amazon Web Services SDK and CLI clients handle the encoding for you.</p>"
-        },
-        "S3Bucket":{
-          "shape":"S3Bucket",
-          "documentation":"<p>An Amazon S3 bucket in the same Amazon Web Services Region as your function. The bucket can be in a different Amazon Web Services account.</p>"
-        },
-        "S3Key":{
-          "shape":"S3Key",
-          "documentation":"<p>The Amazon S3 key of the deployment package.</p>"
-        },
-        "S3ObjectVersion":{
-          "shape":"S3ObjectVersion",
-          "documentation":"<p>For versioned objects, the version of the deployment package object to use.</p>"
-        },
-        "ImageUri":{
-          "shape":"String",
-          "documentation":"<p>URI of a <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/lambda-images.html\">container image</a> in the Amazon ECR registry.</p>"
-        },
-        "SourceKMSKeyArn":{
-          "shape":"KMSKeyArn",
-          "documentation":"<p>The ARN of the Key Management Service (KMS) customer managed key that's used to encrypt your function's .zip deployment package. If you don't provide a customer managed key, Lambda uses an <a href=\"https://docs.aws.amazon.com/kms/latest/developerguide/concepts.html#aws-owned-cmk\">Amazon Web Services owned key</a>.</p>"
-        }
-      },
-      "documentation":"<p>The code for the Lambda function. You can either specify an object in Amazon S3, upload a .zip file archive deployment package directly, or specify the URI of a container image.</p>"
-    },
-    "FunctionCodeLocation":{
-      "type":"structure",
-      "members":{
-        "RepositoryType":{
-          "shape":"String",
-          "documentation":"<p>The service that's hosting the file.</p>"
-        },
-        "Location":{
-          "shape":"String",
-          "documentation":"<p>A presigned URL that you can use to download the deployment package.</p>"
-        },
-        "ImageUri":{
-          "shape":"String",
-          "documentation":"<p>URI of a container image in the Amazon ECR registry.</p>"
-        },
-        "ResolvedImageUri":{
-          "shape":"String",
-          "documentation":"<p>The resolved URI for the image.</p>"
-        },
-        "SourceKMSKeyArn":{
-          "shape":"String",
-          "documentation":"<p>The ARN of the Key Management Service (KMS) customer managed key that's used to encrypt your function's .zip deployment package. If you don't provide a customer managed key, Lambda uses an <a href=\"https://docs.aws.amazon.com/kms/latest/developerguide/concepts.html#aws-owned-cmk\">Amazon Web Services owned key</a>.</p>"
-        }
-      },
-      "documentation":"<p>Details about a function's deployment package.</p>"
-    },
-    "FunctionConfiguration":{
-      "type":"structure",
-      "members":{
-        "FunctionName":{
-          "shape":"NamespacedFunctionName",
-          "documentation":"<p>The name of the function.</p>"
-        },
-        "FunctionArn":{
-          "shape":"NameSpacedFunctionArn",
-          "documentation":"<p>The function's Amazon Resource Name (ARN).</p>"
-        },
-        "Runtime":{
-          "shape":"Runtime",
-          "documentation":"<p>The identifier of the function's <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/lambda-runtimes.html\"> runtime</a>. Runtime is required if the deployment package is a .zip file archive. Specifying a runtime results in an error if you're deploying a function using a container image.</p> <p>The following list includes deprecated runtimes. Lambda blocks creating new functions and updating existing functions shortly after each runtime is deprecated. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/lambda-runtimes.html#runtime-deprecation-levels\">Runtime use after deprecation</a>.</p> <p>For a list of all currently supported runtimes, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/lambda-runtimes.html#runtimes-supported\">Supported runtimes</a>.</p>"
-        },
-        "Role":{
-          "shape":"RoleArn",
-          "documentation":"<p>The function's execution role.</p>"
-        },
-        "Handler":{
-          "shape":"Handler",
-          "documentation":"<p>The function that Lambda calls to begin running your function.</p>"
-        },
-        "CodeSize":{
-          "shape":"Long",
-          "documentation":"<p>The size of the function's deployment package, in bytes.</p>"
-        },
-        "Description":{
-          "shape":"Description",
-          "documentation":"<p>The function's description.</p>"
-        },
-        "Timeout":{
-          "shape":"Timeout",
-          "documentation":"<p>The amount of time in seconds that Lambda allows a function to run before stopping it.</p>"
-        },
-        "MemorySize":{
-          "shape":"MemorySize",
-          "documentation":"<p>The amount of memory available to the function at runtime.</p>"
-        },
-        "LastModified":{
-          "shape":"Timestamp",
-          "documentation":"<p>The date and time that the function was last updated, in <a href=\"https://www.w3.org/TR/NOTE-datetime\">ISO-8601 format</a> (YYYY-MM-DDThh:mm:ss.sTZD).</p>"
-        },
-        "CodeSha256":{
-          "shape":"String",
-          "documentation":"<p>The SHA256 hash of the function's deployment package.</p>"
-        },
-        "Version":{
-          "shape":"Version",
-          "documentation":"<p>The version of the Lambda function.</p>"
-        },
-        "VpcConfig":{
-          "shape":"VpcConfigResponse",
-          "documentation":"<p>The function's networking configuration.</p>"
-        },
-        "DeadLetterConfig":{
-          "shape":"DeadLetterConfig",
-          "documentation":"<p>The function's dead letter queue.</p>"
-        },
-        "Environment":{
-          "shape":"EnvironmentResponse",
-          "documentation":"<p>The function's <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-envvars.html\">environment variables</a>. Omitted from CloudTrail logs.</p>"
-        },
-        "KMSKeyArn":{
-          "shape":"KMSKeyArn",
-          "documentation":"<p>The ARN of the Key Management Service (KMS) customer managed key that's used to encrypt the following resources:</p> <ul> <li> <p>The function's <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-envvars.html#configuration-envvars-encryption\">environment variables</a>.</p> </li> <li> <p>The function's <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/snapstart-security.html\">Lambda SnapStart</a> snapshots.</p> </li> <li> <p>When used with <code>SourceKMSKeyArn</code>, the unzipped version of the .zip deployment package that's used for function invocations. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/encrypt-zip-package.html#enable-zip-custom-encryption\"> Specifying a customer managed key for Lambda</a>.</p> </li> <li> <p>The optimized version of the container image that's used for function invocations. Note that this is not the same key that's used to protect your container image in the Amazon Elastic Container Registry (Amazon ECR). For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/images-create.html#images-lifecycle\">Function lifecycle</a>.</p> </li> </ul> <p>If you don't provide a customer managed key, Lambda uses an <a href=\"https://docs.aws.amazon.com/kms/latest/developerguide/concepts.html#aws-owned-cmk\">Amazon Web Services owned key</a> or an <a href=\"https://docs.aws.amazon.com/kms/latest/developerguide/concepts.html#aws-managed-cmk\">Amazon Web Services managed key</a>.</p>"
-        },
-        "TracingConfig":{
-          "shape":"TracingConfigResponse",
-          "documentation":"<p>The function's X-Ray tracing configuration.</p>"
-        },
-        "MasterArn":{
-          "shape":"FunctionArn",
-          "documentation":"<p>For Lambda@Edge functions, the ARN of the main function.</p>"
-        },
-        "RevisionId":{
-          "shape":"String",
-          "documentation":"<p>The latest updated revision of the function or alias.</p>"
-        },
-        "Layers":{
-          "shape":"LayersReferenceList",
-          "documentation":"<p>The function's <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-layers.html\">layers</a>.</p>"
-        },
-        "State":{
-          "shape":"State",
-          "documentation":"<p>The current state of the function. When the state is <code>Inactive</code>, you can reactivate the function by invoking it.</p>"
-        },
-        "StateReason":{
-          "shape":"StateReason",
-          "documentation":"<p>The reason for the function's current state.</p>"
-        },
-        "StateReasonCode":{
-          "shape":"StateReasonCode",
-          "documentation":"<p>The reason code for the function's current state. When the code is <code>Creating</code>, you can't invoke or modify the function.</p>"
-        },
-        "LastUpdateStatus":{
-          "shape":"LastUpdateStatus",
-          "documentation":"<p>The status of the last update that was performed on the function. This is first set to <code>Successful</code> after function creation completes.</p>"
-        },
-        "LastUpdateStatusReason":{
-          "shape":"LastUpdateStatusReason",
-          "documentation":"<p>The reason for the last update that was performed on the function.</p>"
-        },
-        "LastUpdateStatusReasonCode":{
-          "shape":"LastUpdateStatusReasonCode",
-          "documentation":"<p>The reason code for the last update that was performed on the function.</p>"
-        },
-        "FileSystemConfigs":{
-          "shape":"FileSystemConfigList",
-          "documentation":"<p>Connection settings for an <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-filesystem.html\">Amazon EFS file system</a>.</p>"
-        },
-        "PackageType":{
-          "shape":"PackageType",
-          "documentation":"<p>The type of deployment package. Set to <code>Image</code> for container image and set <code>Zip</code> for .zip file archive.</p>"
-        },
-        "ImageConfigResponse":{
-          "shape":"ImageConfigResponse",
-          "documentation":"<p>The function's image configuration values.</p>"
-        },
-        "SigningProfileVersionArn":{
-          "shape":"Arn",
-          "documentation":"<p>The ARN of the signing profile version.</p>"
-        },
-        "SigningJobArn":{
-          "shape":"Arn",
-          "documentation":"<p>The ARN of the signing job.</p>"
-        },
-        "Architectures":{
-          "shape":"ArchitecturesList",
-          "documentation":"<p>The instruction set architecture that the function supports. Architecture is a string array with one of the valid values. The default architecture value is <code>x86_64</code>.</p>"
-        },
-        "EphemeralStorage":{
-          "shape":"EphemeralStorage",
-          "documentation":"<p>The size of the function's <code>/tmp</code> directory in MB. The default value is 512, but can be any whole number between 512 and 10,240 MB. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-function-common.html#configuration-ephemeral-storage\">Configuring ephemeral storage (console)</a>.</p>"
-        },
-        "SnapStart":{
-          "shape":"SnapStartResponse",
-          "documentation":"<p>Set <code>ApplyOn</code> to <code>PublishedVersions</code> to create a snapshot of the initialized execution environment when you publish a function version. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/snapstart.html\">Improving startup performance with Lambda SnapStart</a>.</p>"
-        },
-        "RuntimeVersionConfig":{
-          "shape":"RuntimeVersionConfig",
-          "documentation":"<p>The ARN of the runtime and any errors that occured.</p>"
-        },
-        "LoggingConfig":{
-          "shape":"LoggingConfig",
-          "documentation":"<p>The function's Amazon CloudWatch Logs configuration settings.</p>"
-        },
-        "CapacityProviderConfig":{"shape":"CapacityProviderConfig"},
-        "ConfigSha256":{"shape":"String"}
-      },
-      "documentation":"<p>Details about a function's configuration.</p>"
-    },
-    "FunctionEventInvokeConfig":{
-      "type":"structure",
-      "members":{
-        "LastModified":{
-          "shape":"Date",
-          "documentation":"<p>The date and time that the configuration was last updated.</p>"
-        },
-        "FunctionArn":{
-          "shape":"FunctionArn",
-          "documentation":"<p>The Amazon Resource Name (ARN) of the function.</p>"
-        },
-        "MaximumRetryAttempts":{
-          "shape":"MaximumRetryAttempts",
-          "documentation":"<p>The maximum number of times to retry when the function returns an error.</p>"
-        },
-        "MaximumEventAgeInSeconds":{
-          "shape":"MaximumEventAgeInSeconds",
-          "documentation":"<p>The maximum age of a request that Lambda sends to a function for processing.</p>"
-        },
-        "DestinationConfig":{
-          "shape":"DestinationConfig",
-          "documentation":"<p>A destination for events after they have been sent to a function for processing.</p> <p class=\"title\"> <b>Destinations</b> </p> <ul> <li> <p> <b>Function</b> - The Amazon Resource Name (ARN) of a Lambda function.</p> </li> <li> <p> <b>Queue</b> - The ARN of a standard SQS queue.</p> </li> <li> <p> <b>Bucket</b> - The ARN of an Amazon S3 bucket.</p> </li> <li> <p> <b>Topic</b> - The ARN of a standard SNS topic.</p> </li> <li> <p> <b>Event Bus</b> - The ARN of an Amazon EventBridge event bus.</p> </li> </ul> <note> <p>S3 buckets are supported only for on-failure destinations. To retain records of successful invocations, use another destination type.</p> </note>"
-        }
-      }
-    },
-    "FunctionEventInvokeConfigList":{
-      "type":"list",
-      "member":{"shape":"FunctionEventInvokeConfig"}
-    },
-    "FunctionList":{
-      "type":"list",
-      "member":{"shape":"FunctionConfiguration"}
-    },
-    "FunctionName":{
-      "type":"string",
-      "max":140,
-      "min":1,
-      "pattern":"(arn:(aws[a-zA-Z-]*)?:lambda:)?((eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_]+)(:(\\$LATEST|[a-zA-Z0-9-_]+))?"
-    },
-    "FunctionResponseType":{
-      "type":"string",
-      "enum":["ReportBatchItemFailures"]
-    },
-    "FunctionResponseTypeList":{
-      "type":"list",
-      "member":{"shape":"FunctionResponseType"},
-      "max":1,
-      "min":0
-    },
-    "FunctionScalingConfig":{
-      "type":"structure",
-      "members":{
-        "MinExecutionEnvironments":{"shape":"FunctionScalingConfigExecutionEnvironments"},
-        "MaxExecutionEnvironments":{"shape":"FunctionScalingConfigExecutionEnvironments"}
-      }
-    },
-    "FunctionScalingConfigExecutionEnvironments":{
-      "type":"integer",
-      "box":true,
-      "max":15000,
-      "min":0
-    },
-    "FunctionUrl":{
-      "type":"string",
-      "max":100,
-      "min":40
-    },
-    "FunctionUrlAuthType":{
-      "type":"string",
-      "enum":[
-        "NONE",
-        "AWS_IAM"
-      ]
-    },
-    "FunctionUrlConfig":{
-      "type":"structure",
-      "required":[
-        "FunctionUrl",
-        "FunctionArn",
-        "CreationTime",
-        "LastModifiedTime",
-        "AuthType"
-      ],
-      "members":{
-        "FunctionUrl":{
-          "shape":"FunctionUrl",
-          "documentation":"<p>The HTTP URL endpoint for your function.</p>"
-        },
-        "FunctionArn":{
-          "shape":"FunctionArn",
-          "documentation":"<p>The Amazon Resource Name (ARN) of your function.</p>"
-        },
-        "CreationTime":{
-          "shape":"Timestamp",
-          "documentation":"<p>When the function URL was created, in <a href=\"https://www.w3.org/TR/NOTE-datetime\">ISO-8601 format</a> (YYYY-MM-DDThh:mm:ss.sTZD).</p>"
-        },
-        "LastModifiedTime":{
-          "shape":"Timestamp",
-          "documentation":"<p>When the function URL configuration was last updated, in <a href=\"https://www.w3.org/TR/NOTE-datetime\">ISO-8601 format</a> (YYYY-MM-DDThh:mm:ss.sTZD).</p>"
-        },
-        "Cors":{
-          "shape":"Cors",
-          "documentation":"<p>The <a href=\"https://developer.mozilla.org/en-US/docs/Web/HTTP/CORS\">cross-origin resource sharing (CORS)</a> settings for your function URL.</p>"
-        },
-        "AuthType":{
-          "shape":"FunctionUrlAuthType",
-          "documentation":"<p>The type of authentication that your function URL uses. Set to <code>AWS_IAM</code> if you want to restrict access to authenticated users only. Set to <code>NONE</code> if you want to bypass IAM authentication to create a public endpoint. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/urls-auth.html\">Security and auth model for Lambda function URLs</a>.</p>"
-        },
-        "InvokeMode":{
-          "shape":"InvokeMode",
-          "documentation":"<p>Use one of the following options:</p> <ul> <li> <p> <code>BUFFERED</code> – This is the default option. Lambda invokes your function using the <code>Invoke</code> API operation. Invocation results are available when the payload is complete. The maximum payload size is 6 MB.</p> </li> <li> <p> <code>RESPONSE_STREAM</code> – Your function streams payload results as they become available. Lambda invokes your function using the <code>InvokeWithResponseStream</code> API operation. The maximum response payload size is 20 MB, however, you can <a href=\"https://docs.aws.amazon.com/servicequotas/latest/userguide/request-quota-increase.html\">request a quota increase</a>.</p> </li> </ul>"
-        }
-      },
-      "documentation":"<p>Details about a Lambda function URL.</p>"
-    },
-    "FunctionUrlConfigList":{
-      "type":"list",
-      "member":{"shape":"FunctionUrlConfig"}
-    },
-    "FunctionUrlQualifier":{
-      "type":"string",
-      "max":128,
-      "min":1,
-      "pattern":"((?!^\\d+$)^[0-9a-zA-Z-_]+$)"
-    },
-    "FunctionVersion":{
-      "type":"string",
-      "enum":["ALL"]
-    },
-    "FunctionVersionLatestPublished":{
-      "type":"string",
-      "enum":["LATEST_PUBLISHED"]
-    },
-    "FunctionVersionsByCapacityProviderList":{
-      "type":"list",
-      "member":{"shape":"FunctionVersionsByCapacityProviderListItem"},
-      "max":50,
-      "min":0
-    },
-    "FunctionVersionsByCapacityProviderListItem":{
-      "type":"structure",
-      "required":[
-        "FunctionArn",
-        "State"
-      ],
-      "members":{
-        "FunctionArn":{"shape":"NameSpacedFunctionArn"},
-        "State":{"shape":"State"}
-      }
-    },
-    "FunctionVersionsPerCapacityProviderLimitExceededException":{
-      "type":"structure",
-      "members":{
-        "Type":{"shape":"String"},
-        "message":{"shape":"String"}
-      },
-      "error":{
-        "httpStatusCode":400,
-        "senderFault":true
-      },
-      "exception":true
-    },
-    "GetAccountSettingsRequest":{
-      "type":"structure",
-      "members":{}
-    },
-    "GetAccountSettingsResponse":{
-      "type":"structure",
-      "members":{
-        "AccountLimit":{
-          "shape":"AccountLimit",
-          "documentation":"<p>Limits that are related to concurrency and code storage.</p>"
-        },
-        "AccountUsage":{
-          "shape":"AccountUsage",
-          "documentation":"<p>The number of functions and amount of storage in use.</p>"
-        }
-      }
-    },
-    "GetAliasRequest":{
-      "type":"structure",
-      "required":[
-        "FunctionName",
-        "Name"
-      ],
-      "members":{
-        "FunctionName":{
-          "shape":"FunctionName",
-          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> - <code>MyFunction</code>.</p> </li> <li> <p> <b>Function ARN</b> - <code>arn:aws:lambda:us-west-2:123456789012:function:MyFunction</code>.</p> </li> <li> <p> <b>Partial ARN</b> - <code>123456789012:function:MyFunction</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
-          "location":"uri",
-          "locationName":"FunctionName"
-        },
-        "Name":{
-          "shape":"Alias",
-          "documentation":"<p>The name of the alias.</p>",
-          "location":"uri",
-          "locationName":"Name"
-        }
-      }
-    },
-    "GetCapacityProviderRequest":{
-      "type":"structure",
-      "required":["CapacityProviderName"],
-      "members":{
-        "CapacityProviderName":{
-          "shape":"CapacityProviderName",
-          "location":"uri",
-          "locationName":"CapacityProviderName"
-        }
-      }
-    },
-    "GetCapacityProviderResponse":{
-      "type":"structure",
-      "required":["CapacityProvider"],
-      "members":{
-        "CapacityProvider":{"shape":"CapacityProvider"}
-      }
-    },
-    "GetCodeSigningConfigRequest":{
-      "type":"structure",
-      "required":["CodeSigningConfigArn"],
-      "members":{
-        "CodeSigningConfigArn":{
-          "shape":"CodeSigningConfigArn",
-          "documentation":"<p>The The Amazon Resource Name (ARN) of the code signing configuration. </p>",
-          "location":"uri",
-          "locationName":"CodeSigningConfigArn"
-        }
-      }
-    },
-    "GetCodeSigningConfigResponse":{
-      "type":"structure",
-      "required":["CodeSigningConfig"],
-      "members":{
-        "CodeSigningConfig":{
-          "shape":"CodeSigningConfig",
-          "documentation":"<p>The code signing configuration</p>"
-        }
-      }
-    },
-    "GetEventSourceMappingRequest":{
-      "type":"structure",
-      "required":["UUID"],
-      "members":{
-        "UUID":{
-          "shape":"String",
-          "documentation":"<p>The identifier of the event source mapping.</p>",
-          "location":"uri",
-          "locationName":"UUID"
-        }
-      }
-    },
-    "GetFunctionCodeSigningConfigRequest":{
-      "type":"structure",
-      "required":["FunctionName"],
-      "members":{
-        "FunctionName":{
-          "shape":"NamespacedFunctionName",
-          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> - <code>MyFunction</code>.</p> </li> <li> <p> <b>Function ARN</b> - <code>arn:aws:lambda:us-west-2:123456789012:function:MyFunction</code>.</p> </li> <li> <p> <b>Partial ARN</b> - <code>123456789012:function:MyFunction</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
-          "location":"uri",
-          "locationName":"FunctionName"
-        }
-      }
-    },
-    "GetFunctionCodeSigningConfigResponse":{
-      "type":"structure",
-      "required":[
-        "CodeSigningConfigArn",
-        "FunctionName"
-      ],
-      "members":{
-        "CodeSigningConfigArn":{
-          "shape":"CodeSigningConfigArn",
-          "documentation":"<p>The The Amazon Resource Name (ARN) of the code signing configuration.</p>"
-        },
-        "FunctionName":{
-          "shape":"FunctionName",
-          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> - <code>MyFunction</code>.</p> </li> <li> <p> <b>Function ARN</b> - <code>arn:aws:lambda:us-west-2:123456789012:function:MyFunction</code>.</p> </li> <li> <p> <b>Partial ARN</b> - <code>123456789012:function:MyFunction</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>"
-        }
-      }
-    },
-    "GetFunctionConcurrencyRequest":{
-      "type":"structure",
-      "required":["FunctionName"],
-      "members":{
-        "FunctionName":{
-          "shape":"FunctionName",
-          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> – <code>my-function</code>.</p> </li> <li> <p> <b>Function ARN</b> – <code>arn:aws:lambda:us-west-2:123456789012:function:my-function</code>.</p> </li> <li> <p> <b>Partial ARN</b> – <code>123456789012:function:my-function</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
-          "location":"uri",
-          "locationName":"FunctionName"
-        }
-      }
-    },
-    "GetFunctionConcurrencyResponse":{
-      "type":"structure",
-      "members":{
-        "ReservedConcurrentExecutions":{
-          "shape":"ReservedConcurrentExecutions",
-          "documentation":"<p>The number of simultaneous executions that are reserved for the function.</p>"
-        }
-      }
-    },
-    "GetFunctionConfigurationRequest":{
-      "type":"structure",
-      "required":["FunctionName"],
-      "members":{
-        "FunctionName":{
-          "shape":"NamespacedFunctionName",
-          "documentation":"<p>The name or ARN of the Lambda function, version, or alias.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> – <code>my-function</code> (name-only), <code>my-function:v1</code> (with alias).</p> </li> <li> <p> <b>Function ARN</b> – <code>arn:aws:lambda:us-west-2:123456789012:function:my-function</code>.</p> </li> <li> <p> <b>Partial ARN</b> – <code>123456789012:function:my-function</code>.</p> </li> </ul> <p>You can append a version number or alias to any of the formats. The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
-          "location":"uri",
-          "locationName":"FunctionName"
-        },
-        "Qualifier":{
-          "shape":"NumericLatestPublishedOrAliasQualifier",
-          "documentation":"<p>Specify a version or alias to get details about a published version of the function.</p>",
-          "location":"querystring",
-          "locationName":"Qualifier"
-        }
-      }
-    },
-    "GetFunctionEventInvokeConfigRequest":{
-      "type":"structure",
-      "required":["FunctionName"],
-      "members":{
-        "FunctionName":{
-          "shape":"NamespacedFunctionName",
-          "documentation":"<p>The name or ARN of the Lambda function, version, or alias.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> - <code>my-function</code> (name-only), <code>my-function:v1</code> (with alias).</p> </li> <li> <p> <b>Function ARN</b> - <code>arn:aws:lambda:us-west-2:123456789012:function:my-function</code>.</p> </li> <li> <p> <b>Partial ARN</b> - <code>123456789012:function:my-function</code>.</p> </li> </ul> <p>You can append a version number or alias to any of the formats. The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
-          "location":"uri",
-          "locationName":"FunctionName"
-        },
-        "Qualifier":{
-          "shape":"NumericLatestPublishedOrAliasQualifier",
-          "documentation":"<p>A version number or alias name.</p>",
-          "location":"querystring",
-          "locationName":"Qualifier"
-        }
-      }
-    },
-    "GetFunctionRecursionConfigRequest":{
-      "type":"structure",
-      "required":["FunctionName"],
-      "members":{
-        "FunctionName":{
-          "shape":"UnqualifiedFunctionName",
-          "documentation":"<p/>",
-          "location":"uri",
-          "locationName":"FunctionName"
-        }
-      }
-    },
-    "GetFunctionRecursionConfigResponse":{
-      "type":"structure",
-      "members":{
-        "RecursiveLoop":{
-          "shape":"RecursiveLoop",
-          "documentation":"<p>If your function's recursive loop detection configuration is <code>Allow</code>, Lambda doesn't take any action when it detects your function being invoked as part of a recursive loop.</p> <p>If your function's recursive loop detection configuration is <code>Terminate</code>, Lambda stops your function being invoked and notifies you when it detects your function being invoked as part of a recursive loop.</p> <p>By default, Lambda sets your function's configuration to <code>Terminate</code>. You can update this configuration using the <a>PutFunctionRecursionConfig</a> action.</p>"
-        }
-      }
-    },
-    "GetFunctionRequest":{
-      "type":"structure",
-      "required":["FunctionName"],
-      "members":{
-        "FunctionName":{
-          "shape":"NamespacedFunctionName",
-          "documentation":"<p>The name or ARN of the Lambda function, version, or alias.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> – <code>my-function</code> (name-only), <code>my-function:v1</code> (with alias).</p> </li> <li> <p> <b>Function ARN</b> – <code>arn:aws:lambda:us-west-2:123456789012:function:my-function</code>.</p> </li> <li> <p> <b>Partial ARN</b> – <code>123456789012:function:my-function</code>.</p> </li> </ul> <p>You can append a version number or alias to any of the formats. The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
-          "location":"uri",
-          "locationName":"FunctionName"
-        },
-        "Qualifier":{
-          "shape":"NumericLatestPublishedOrAliasQualifier",
-          "documentation":"<p>Specify a version or alias to get details about a published version of the function.</p>",
-          "location":"querystring",
-          "locationName":"Qualifier"
-        }
-      }
-    },
-    "GetFunctionResponse":{
-      "type":"structure",
-      "members":{
-        "Configuration":{
-          "shape":"FunctionConfiguration",
-          "documentation":"<p>The configuration of the function or version.</p>"
-        },
-        "Code":{
-          "shape":"FunctionCodeLocation",
-          "documentation":"<p>The deployment package of the function or version.</p>"
-        },
-        "Tags":{
-          "shape":"Tags",
-          "documentation":"<p>The function's <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/tagging.html\">tags</a>. Lambda returns tag data only if you have explicit allow permissions for <a href=\"https://docs.aws.amazon.com/lambda/latest/api/API_ListTags.html\">lambda:ListTags</a>.</p>"
-        },
-        "TagsError":{
-          "shape":"TagsError",
-          "documentation":"<p>An object that contains details about an error related to retrieving tags.</p>"
-        },
-        "Concurrency":{
-          "shape":"Concurrency",
-          "documentation":"<p>The function's <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/concurrent-executions.html\">reserved concurrency</a>.</p>"
-        }
-      }
-    },
-    "GetFunctionScalingConfigRequest":{
-      "type":"structure",
-      "required":[
-        "FunctionName",
-        "Qualifier"
-      ],
-      "members":{
-        "FunctionName":{
-          "shape":"UnqualifiedFunctionName",
-          "location":"uri",
-          "locationName":"FunctionName"
-        },
-        "Qualifier":{
-          "shape":"PublishedFunctionQualifier",
-          "location":"querystring",
-          "locationName":"Qualifier"
-        }
-      }
-    },
-    "GetFunctionScalingConfigResponse":{
-      "type":"structure",
-      "members":{
-        "FunctionArn":{"shape":"FunctionArn"},
-        "AppliedFunctionScalingConfig":{"shape":"FunctionScalingConfig"},
-        "RequestedFunctionScalingConfig":{"shape":"FunctionScalingConfig"}
-      }
-    },
-    "GetFunctionUrlConfigRequest":{
-      "type":"structure",
-      "required":["FunctionName"],
-      "members":{
-        "FunctionName":{
-          "shape":"FunctionName",
-          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> – <code>my-function</code>.</p> </li> <li> <p> <b>Function ARN</b> – <code>arn:aws:lambda:us-west-2:123456789012:function:my-function</code>.</p> </li> <li> <p> <b>Partial ARN</b> – <code>123456789012:function:my-function</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
-          "location":"uri",
-          "locationName":"FunctionName"
-        },
-        "Qualifier":{
-          "shape":"FunctionUrlQualifier",
-          "documentation":"<p>The alias name.</p>",
-          "location":"querystring",
-          "locationName":"Qualifier"
-        }
-      }
-    },
-    "GetFunctionUrlConfigResponse":{
-      "type":"structure",
-      "required":[
-        "FunctionUrl",
-        "FunctionArn",
-        "AuthType",
-        "CreationTime",
-        "LastModifiedTime"
-      ],
-      "members":{
-        "FunctionUrl":{
-          "shape":"FunctionUrl",
-          "documentation":"<p>The HTTP URL endpoint for your function.</p>"
-        },
-        "FunctionArn":{
-          "shape":"FunctionArn",
-          "documentation":"<p>The Amazon Resource Name (ARN) of your function.</p>"
-        },
-        "AuthType":{
-          "shape":"FunctionUrlAuthType",
-          "documentation":"<p>The type of authentication that your function URL uses. Set to <code>AWS_IAM</code> if you want to restrict access to authenticated users only. Set to <code>NONE</code> if you want to bypass IAM authentication to create a public endpoint. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/urls-auth.html\">Security and auth model for Lambda function URLs</a>.</p>"
-        },
-        "Cors":{
-          "shape":"Cors",
-          "documentation":"<p>The <a href=\"https://developer.mozilla.org/en-US/docs/Web/HTTP/CORS\">cross-origin resource sharing (CORS)</a> settings for your function URL.</p>"
-        },
-        "CreationTime":{
-          "shape":"Timestamp",
-          "documentation":"<p>When the function URL was created, in <a href=\"https://www.w3.org/TR/NOTE-datetime\">ISO-8601 format</a> (YYYY-MM-DDThh:mm:ss.sTZD).</p>"
-        },
-        "LastModifiedTime":{
-          "shape":"Timestamp",
-          "documentation":"<p>When the function URL configuration was last updated, in <a href=\"https://www.w3.org/TR/NOTE-datetime\">ISO-8601 format</a> (YYYY-MM-DDThh:mm:ss.sTZD).</p>"
-        },
-        "InvokeMode":{
-          "shape":"InvokeMode",
-          "documentation":"<p>Use one of the following options:</p> <ul> <li> <p> <code>BUFFERED</code> – This is the default option. Lambda invokes your function using the <code>Invoke</code> API operation. Invocation results are available when the payload is complete. The maximum payload size is 6 MB.</p> </li> <li> <p> <code>RESPONSE_STREAM</code> – Your function streams payload results as they become available. Lambda invokes your function using the <code>InvokeWithResponseStream</code> API operation. The maximum response payload size is 20 MB, however, you can <a href=\"https://docs.aws.amazon.com/servicequotas/latest/userguide/request-quota-increase.html\">request a quota increase</a>.</p> </li> </ul>"
-        }
-      }
-    },
-    "GetLayerVersionByArnRequest":{
-      "type":"structure",
-      "required":["Arn"],
-      "members":{
-        "Arn":{
-          "shape":"LayerVersionArn",
-          "documentation":"<p>The ARN of the layer version.</p>",
-          "location":"querystring",
-          "locationName":"Arn"
-        }
-      }
-    },
-    "GetLayerVersionPolicyRequest":{
-      "type":"structure",
-      "required":[
-        "LayerName",
-        "VersionNumber"
-      ],
-      "members":{
-        "LayerName":{
-          "shape":"LayerName",
-          "documentation":"<p>The name or Amazon Resource Name (ARN) of the layer.</p>",
-          "location":"uri",
-          "locationName":"LayerName"
-        },
-        "VersionNumber":{
-          "shape":"LayerVersionNumber",
-          "documentation":"<p>The version number.</p>",
-          "location":"uri",
-          "locationName":"VersionNumber"
-        }
-      }
-    },
-    "GetLayerVersionPolicyResponse":{
-      "type":"structure",
-      "members":{
-        "Policy":{
-          "shape":"String",
-          "documentation":"<p>The policy document.</p>"
-        },
-        "RevisionId":{
-          "shape":"String",
-          "documentation":"<p>A unique identifier for the current revision of the policy.</p>"
-        }
-      }
-    },
-    "GetLayerVersionRequest":{
-      "type":"structure",
-      "required":[
-        "LayerName",
-        "VersionNumber"
-      ],
-      "members":{
-        "LayerName":{
-          "shape":"LayerName",
-          "documentation":"<p>The name or Amazon Resource Name (ARN) of the layer.</p>",
-          "location":"uri",
-          "locationName":"LayerName"
-        },
-        "VersionNumber":{
-          "shape":"LayerVersionNumber",
-          "documentation":"<p>The version number.</p>",
-          "location":"uri",
-          "locationName":"VersionNumber"
-        }
-      }
-    },
-    "GetLayerVersionResponse":{
-      "type":"structure",
-      "members":{
-        "Content":{
-          "shape":"LayerVersionContentOutput",
-          "documentation":"<p>Details about the layer version.</p>"
-        },
-        "LayerArn":{
-          "shape":"LayerArn",
-          "documentation":"<p>The ARN of the layer.</p>"
-        },
-        "LayerVersionArn":{
-          "shape":"LayerVersionArn",
-          "documentation":"<p>The ARN of the layer version.</p>"
-        },
-        "Description":{
-          "shape":"Description",
-          "documentation":"<p>The description of the version.</p>"
-        },
-        "CreatedDate":{
-          "shape":"Timestamp",
-          "documentation":"<p>The date that the layer version was created, in <a href=\"https://www.w3.org/TR/NOTE-datetime\">ISO-8601 format</a> (YYYY-MM-DDThh:mm:ss.sTZD).</p>"
-        },
-        "Version":{
-          "shape":"LayerVersionNumber",
-          "documentation":"<p>The version number.</p>"
-        },
-        "CompatibleRuntimes":{
-          "shape":"CompatibleRuntimes",
-          "documentation":"<p>The layer's compatible runtimes.</p> <p>The following list includes deprecated runtimes. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/lambda-runtimes.html#runtime-deprecation-levels\">Runtime use after deprecation</a>.</p> <p>For a list of all currently supported runtimes, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/lambda-runtimes.html#runtimes-supported\">Supported runtimes</a>.</p>"
-        },
-        "LicenseInfo":{
-          "shape":"LicenseInfo",
-          "documentation":"<p>The layer's software license.</p>"
-        },
-        "CompatibleArchitectures":{
-          "shape":"CompatibleArchitectures",
-          "documentation":"<p>A list of compatible <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/foundation-arch.html\">instruction set architectures</a>.</p>"
-        }
-      }
-    },
-    "GetPolicyRequest":{
-      "type":"structure",
-      "required":["FunctionName"],
-      "members":{
-        "FunctionName":{
-          "shape":"NamespacedFunctionName",
-          "documentation":"<p>The name or ARN of the Lambda function, version, or alias.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> – <code>my-function</code> (name-only), <code>my-function:v1</code> (with alias).</p> </li> <li> <p> <b>Function ARN</b> – <code>arn:aws:lambda:us-west-2:123456789012:function:my-function</code>.</p> </li> <li> <p> <b>Partial ARN</b> – <code>123456789012:function:my-function</code>.</p> </li> </ul> <p>You can append a version number or alias to any of the formats. The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
-          "location":"uri",
-          "locationName":"FunctionName"
-        },
-        "Qualifier":{
-          "shape":"NumericLatestPublishedOrAliasQualifier",
-          "documentation":"<p>Specify a version or alias to get the policy for that resource.</p>",
-          "location":"querystring",
-          "locationName":"Qualifier"
-        }
-      }
-    },
-    "GetPolicyResponse":{
-      "type":"structure",
-      "members":{
-        "Policy":{
-          "shape":"String",
-          "documentation":"<p>The resource-based policy.</p>"
-        },
-        "RevisionId":{
-          "shape":"String",
-          "documentation":"<p>A unique identifier for the current revision of the policy.</p>"
-        }
-      }
-    },
-    "GetProvisionedConcurrencyConfigRequest":{
-      "type":"structure",
-      "required":[
-        "FunctionName",
-        "Qualifier"
-      ],
-      "members":{
-        "FunctionName":{
-          "shape":"FunctionName",
-          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> – <code>my-function</code>.</p> </li> <li> <p> <b>Function ARN</b> – <code>arn:aws:lambda:us-west-2:123456789012:function:my-function</code>.</p> </li> <li> <p> <b>Partial ARN</b> – <code>123456789012:function:my-function</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
-          "location":"uri",
-          "locationName":"FunctionName"
-        },
-        "Qualifier":{
-          "shape":"Qualifier",
-          "documentation":"<p>The version number or alias name.</p>",
-          "location":"querystring",
-          "locationName":"Qualifier"
-        }
-      }
-    },
-    "GetProvisionedConcurrencyConfigResponse":{
-      "type":"structure",
-      "members":{
-        "RequestedProvisionedConcurrentExecutions":{
-          "shape":"PositiveInteger",
-          "documentation":"<p>The amount of provisioned concurrency requested.</p>"
-        },
-        "AvailableProvisionedConcurrentExecutions":{
-          "shape":"NonNegativeInteger",
-          "documentation":"<p>The amount of provisioned concurrency available.</p>"
-        },
-        "AllocatedProvisionedConcurrentExecutions":{
-          "shape":"NonNegativeInteger",
-          "documentation":"<p>The amount of provisioned concurrency allocated. When a weighted alias is used during linear and canary deployments, this value fluctuates depending on the amount of concurrency that is provisioned for the function versions.</p>"
-        },
-        "Status":{
-          "shape":"ProvisionedConcurrencyStatusEnum",
-          "documentation":"<p>The status of the allocation process.</p>"
-        },
-        "StatusReason":{
-          "shape":"String",
-          "documentation":"<p>For failed allocations, the reason that provisioned concurrency could not be allocated.</p>"
-        },
-        "LastModified":{
-          "shape":"Timestamp",
-          "documentation":"<p>The date and time that a user last updated the configuration, in <a href=\"https://www.iso.org/iso-8601-date-and-time-format.html\">ISO 8601 format</a>.</p>"
-        }
-      }
-    },
-    "GetRuntimeManagementConfigRequest":{
-      "type":"structure",
-      "required":["FunctionName"],
-      "members":{
-        "FunctionName":{
-          "shape":"NamespacedFunctionName",
-          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> – <code>my-function</code>.</p> </li> <li> <p> <b>Function ARN</b> – <code>arn:aws:lambda:us-west-2:123456789012:function:my-function</code>.</p> </li> <li> <p> <b>Partial ARN</b> – <code>123456789012:function:my-function</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
-          "location":"uri",
-          "locationName":"FunctionName"
-        },
-        "Qualifier":{
-          "shape":"NumericLatestPublishedOrAliasQualifier",
-          "documentation":"<p>Specify a version of the function. This can be <code>$LATEST</code> or a published version number. If no value is specified, the configuration for the <code>$LATEST</code> version is returned.</p>",
-          "location":"querystring",
-          "locationName":"Qualifier"
-        }
-      }
-    },
-    "GetRuntimeManagementConfigResponse":{
-      "type":"structure",
-      "members":{
-        "UpdateRuntimeOn":{
-          "shape":"UpdateRuntimeOn",
-          "documentation":"<p>The current runtime update mode of the function.</p>"
-        },
-        "RuntimeVersionArn":{
-          "shape":"RuntimeVersionArn",
-          "documentation":"<p>The ARN of the runtime the function is configured to use. If the runtime update mode is <b>Manual</b>, the ARN is returned, otherwise <code>null</code> is returned.</p>"
-        },
-        "FunctionArn":{
-          "shape":"NameSpacedFunctionArn",
-          "documentation":"<p>The Amazon Resource Name (ARN) of your function.</p>"
-        }
-      }
-    },
-    "Handler":{
-      "type":"string",
-      "max":128,
-      "min":0,
-      "pattern":"[^\\s]+"
-    },
-    "Header":{
-      "type":"string",
-      "max":1024,
-      "min":0,
-      "pattern":".*"
-    },
-    "HeadersList":{
-      "type":"list",
-      "member":{"shape":"Header"},
-      "max":100,
-      "min":0
-    },
-    "HttpStatus":{"type":"integer"},
-    "ImageConfig":{
-      "type":"structure",
-      "members":{
-        "EntryPoint":{
-          "shape":"StringList",
-          "documentation":"<p>Specifies the entry point to their application, which is typically the location of the runtime executable.</p>"
-        },
-        "Command":{
-          "shape":"StringList",
-          "documentation":"<p>Specifies parameters that you want to pass in with ENTRYPOINT.</p>"
-        },
-        "WorkingDirectory":{
-          "shape":"WorkingDirectory",
-          "documentation":"<p>Specifies the working directory.</p>"
-        }
-      },
-      "documentation":"<p>Configuration values that override the container image Dockerfile settings. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/images-create.html#images-parms\">Container image settings</a>.</p>"
-    },
-    "ImageConfigError":{
-      "type":"structure",
-      "members":{
-        "ErrorCode":{
-          "shape":"String",
-          "documentation":"<p>Error code.</p>"
-        },
-        "Message":{
-          "shape":"SensitiveString",
-          "documentation":"<p>Error message.</p>"
-        }
-      },
-      "documentation":"<p>Error response to <code>GetFunctionConfiguration</code>.</p>"
-    },
-    "ImageConfigResponse":{
-      "type":"structure",
-      "members":{
-        "ImageConfig":{
-          "shape":"ImageConfig",
-          "documentation":"<p>Configuration values that override the container image Dockerfile.</p>"
-        },
-        "Error":{
-          "shape":"ImageConfigError",
-          "documentation":"<p>Error response to <code>GetFunctionConfiguration</code>.</p>"
-        }
-      },
-      "documentation":"<p>Response to a <code>GetFunctionConfiguration</code> request.</p>"
-    },
-    "InstanceRequirements":{
-      "type":"structure",
-      "members":{
-        "Architectures":{"shape":"ArchitecturesList"},
-        "AllowedInstanceTypes":{"shape":"InstanceTypeSet"},
-        "ExcludedInstanceTypes":{"shape":"InstanceTypeSet"}
-      }
-    },
-    "InstanceType":{
-      "type":"string",
-      "max":30,
-      "min":1,
-      "pattern":"[a-zA-Z0-9\\.\\-]+"
-    },
-    "InstanceTypeSet":{
-      "type":"list",
-      "member":{"shape":"InstanceType"},
-      "max":400,
-      "min":0
-    },
-    "Integer":{"type":"integer"},
-    "InvalidCodeSignatureException":{
-      "type":"structure",
-      "members":{
-        "Type":{"shape":"String"},
-        "Message":{"shape":"String"}
-      },
-      "documentation":"<p>The code signature failed the integrity check. If the integrity check fails, then Lambda blocks deployment, even if the code signing policy is set to WARN.</p>",
-      "error":{
-        "httpStatusCode":400,
-        "senderFault":true
-      },
-      "exception":true
-    },
-    "InvalidParameterValueException":{
-      "type":"structure",
-      "members":{
-        "Type":{
-          "shape":"String",
-          "documentation":"<p>The exception type.</p>"
-        },
-        "message":{
-          "shape":"String",
-          "documentation":"<p>The exception message.</p>"
-        }
-      },
-      "documentation":"<p>One of the parameters in the request is not valid.</p>",
-      "error":{
-        "httpStatusCode":400,
-        "senderFault":true
-      },
-      "exception":true
-    },
-    "InvalidRequestContentException":{
-      "type":"structure",
-      "members":{
-        "Type":{
-          "shape":"String",
-          "documentation":"<p>The exception type.</p>"
-        },
-        "message":{
-          "shape":"String",
-          "documentation":"<p>The exception message.</p>"
-        }
-      },
-      "documentation":"<p>The request body could not be parsed as JSON, or a request header is invalid. For example, the 'x-amzn-RequestId' header is not a valid UUID string.</p>",
-      "error":{
-        "httpStatusCode":400,
-        "senderFault":true
-      },
-      "exception":true
-    },
-    "InvalidRuntimeException":{
-      "type":"structure",
-      "members":{
-        "Type":{"shape":"String"},
-        "Message":{"shape":"String"}
-      },
-      "documentation":"<p>The runtime or runtime version specified is not supported.</p>",
-      "error":{"httpStatusCode":502},
-      "exception":true,
-      "fault":true
-    },
-    "InvalidSecurityGroupIDException":{
-      "type":"structure",
-      "members":{
-        "Type":{"shape":"String"},
-        "Message":{"shape":"String"}
-      },
-      "documentation":"<p>The security group ID provided in the Lambda function VPC configuration is not valid.</p>",
-      "error":{"httpStatusCode":502},
-      "exception":true,
-      "fault":true
-    },
-    "InvalidSubnetIDException":{
-      "type":"structure",
-      "members":{
-        "Type":{"shape":"String"},
-        "Message":{"shape":"String"}
-      },
-      "documentation":"<p>The subnet ID provided in the Lambda function VPC configuration is not valid.</p>",
-      "error":{"httpStatusCode":502},
-      "exception":true,
-      "fault":true
-    },
-    "InvalidZipFileException":{
-      "type":"structure",
-      "members":{
-        "Type":{"shape":"String"},
-        "Message":{"shape":"String"}
-      },
-      "documentation":"<p>Lambda could not unzip the deployment package.</p>",
-      "error":{"httpStatusCode":502},
-      "exception":true,
-      "fault":true
-    },
-    "InvocationRequest":{
-      "type":"structure",
-      "required":["FunctionName"],
-      "members":{
-        "FunctionName":{
-          "shape":"NamespacedFunctionName",
-          "documentation":"<p>The name or ARN of the Lambda function, version, or alias.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> – <code>my-function</code> (name-only), <code>my-function:v1</code> (with alias).</p> </li> <li> <p> <b>Function ARN</b> – <code>arn:aws:lambda:us-west-2:123456789012:function:my-function</code>.</p> </li> <li> <p> <b>Partial ARN</b> – <code>123456789012:function:my-function</code>.</p> </li> </ul> <p>You can append a version number or alias to any of the formats. The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
-          "location":"uri",
-          "locationName":"FunctionName"
-        },
-        "InvocationType":{
-          "shape":"InvocationType",
-          "documentation":"<p>Choose from the following options.</p> <ul> <li> <p> <code>RequestResponse</code> (default) – Invoke the function synchronously. Keep the connection open until the function returns a response or times out. The API response includes the function response and additional data.</p> </li> <li> <p> <code>Event</code> – Invoke the function asynchronously. Send events that fail multiple times to the function's dead-letter queue (if one is configured). The API response only includes a status code.</p> </li> <li> <p> <code>DryRun</code> – Validate parameter values and verify that the user or role has permission to invoke the function.</p> </li> </ul>",
-          "location":"header",
-          "locationName":"X-Amz-Invocation-Type"
-        },
-        "LogType":{
-          "shape":"LogType",
-          "documentation":"<p>Set to <code>Tail</code> to include the execution log in the response. Applies to synchronously invoked functions only.</p>",
-          "location":"header",
-          "locationName":"X-Amz-Log-Type"
-        },
-        "ClientContext":{
-          "shape":"String",
-          "documentation":"<p>Up to 3,583 bytes of base64-encoded data about the invoking client to pass to the function in the context object. Lambda passes the <code>ClientContext</code> object to your function for synchronous invocations only.</p>",
-          "location":"header",
-          "locationName":"X-Amz-Client-Context"
-        },
-        "Payload":{
-          "shape":"Blob",
-          "documentation":"<p>The JSON that you want to provide to your Lambda function as input.</p> <p>You can enter the JSON directly. For example, <code>--payload '{ \"key\": \"value\" }'</code>. You can also specify a file path. For example, <code>--payload file://payload.json</code>.</p>"
-        },
-        "Qualifier":{
-          "shape":"NumericLatestPublishedOrAliasQualifier",
-          "documentation":"<p>Specify a version or alias to invoke a published version of the function.</p>",
-          "location":"querystring",
-          "locationName":"Qualifier"
-        }
-      },
-      "payload":"Payload"
-    },
-    "InvocationResponse":{
-      "type":"structure",
-      "members":{
-        "StatusCode":{
-          "shape":"Integer",
-          "documentation":"<p>The HTTP status code is in the 200 range for a successful request. For the <code>RequestResponse</code> invocation type, this status code is 200. For the <code>Event</code> invocation type, this status code is 202. For the <code>DryRun</code> invocation type, the status code is 204.</p>",
-          "location":"statusCode"
-        },
-        "FunctionError":{
-          "shape":"String",
-          "documentation":"<p>If present, indicates that an error occurred during function execution. Details about the error are included in the response payload.</p>",
-          "location":"header",
-          "locationName":"X-Amz-Function-Error"
-        },
-        "LogResult":{
-          "shape":"String",
-          "documentation":"<p>The last 4 KB of the execution log, which is base64-encoded.</p>",
-          "location":"header",
-          "locationName":"X-Amz-Log-Result"
-        },
-        "Payload":{
-          "shape":"Blob",
-          "documentation":"<p>The response from the function, or an error object.</p>"
-        },
-        "ExecutedVersion":{
-          "shape":"Version",
-          "documentation":"<p>The version of the function that executed. When you invoke a function with an alias, this indicates which version the alias resolved to.</p>",
-          "location":"header",
-          "locationName":"X-Amz-Executed-Version"
-        }
-      },
-      "payload":"Payload"
-    },
-    "InvocationType":{
-      "type":"string",
-      "enum":[
-        "Event",
-        "RequestResponse",
-        "DryRun"
-      ]
-    },
-    "InvokeAsyncRequest":{
-      "type":"structure",
-      "required":[
-        "FunctionName",
-        "InvokeArgs"
-      ],
-      "members":{
-        "FunctionName":{
-          "shape":"NamespacedFunctionName",
-          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> – <code>my-function</code>.</p> </li> <li> <p> <b>Function ARN</b> – <code>arn:aws:lambda:us-west-2:123456789012:function:my-function</code>.</p> </li> <li> <p> <b>Partial ARN</b> – <code>123456789012:function:my-function</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
-          "location":"uri",
-          "locationName":"FunctionName"
-        },
-        "InvokeArgs":{
-          "shape":"BlobStream",
-          "documentation":"<p>The JSON that you want to provide to your Lambda function as input.</p>"
-        }
-      },
-      "deprecated":true,
-      "payload":"InvokeArgs"
-    },
-    "InvokeAsyncResponse":{
-      "type":"structure",
-      "members":{
-        "Status":{
-          "shape":"HttpStatus",
-          "documentation":"<p>The status code.</p>",
-          "location":"statusCode"
-        }
-      },
-      "documentation":"<p>A success response (<code>202 Accepted</code>) indicates that the request is queued for invocation.</p>",
-      "deprecated":true
-    },
-    "InvokeMode":{
-      "type":"string",
-      "enum":[
-        "BUFFERED",
-        "RESPONSE_STREAM"
-      ]
-    },
-    "InvokeResponseStreamUpdate":{
-      "type":"structure",
-      "members":{
-        "Payload":{
-          "shape":"Blob",
-          "documentation":"<p>Data returned by your Lambda function.</p>",
-          "eventpayload":true
-        }
-      },
-      "documentation":"<p>A chunk of the streamed response payload.</p>",
-      "event":true
-    },
-    "InvokeWithResponseStreamCompleteEvent":{
-      "type":"structure",
-      "members":{
-        "ErrorCode":{
-          "shape":"String",
-          "documentation":"<p>An error code.</p>"
-        },
-        "ErrorDetails":{
-          "shape":"String",
-          "documentation":"<p>The details of any returned error.</p>"
-        },
-        "LogResult":{
-          "shape":"String",
-          "documentation":"<p>The last 4 KB of the execution log, which is base64-encoded.</p>"
-        }
-      },
-      "documentation":"<p>A response confirming that the event stream is complete.</p>",
-      "event":true
-    },
-    "InvokeWithResponseStreamRequest":{
-      "type":"structure",
-      "required":["FunctionName"],
-      "members":{
-        "FunctionName":{
-          "shape":"NamespacedFunctionName",
-          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> – <code>my-function</code>.</p> </li> <li> <p> <b>Function ARN</b> – <code>arn:aws:lambda:us-west-2:123456789012:function:my-function</code>.</p> </li> <li> <p> <b>Partial ARN</b> – <code>123456789012:function:my-function</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
-          "location":"uri",
-          "locationName":"FunctionName"
-        },
-        "InvocationType":{
-          "shape":"ResponseStreamingInvocationType",
-          "documentation":"<p>Use one of the following options:</p> <ul> <li> <p> <code>RequestResponse</code> (default) – Invoke the function synchronously. Keep the connection open until the function returns a response or times out. The API operation response includes the function response and additional data.</p> </li> <li> <p> <code>DryRun</code> – Validate parameter values and verify that the IAM user or role has permission to invoke the function.</p> </li> </ul>",
-          "location":"header",
-          "locationName":"X-Amz-Invocation-Type"
-        },
-        "LogType":{
-          "shape":"LogType",
-          "documentation":"<p>Set to <code>Tail</code> to include the execution log in the response. Applies to synchronously invoked functions only.</p>",
-          "location":"header",
-          "locationName":"X-Amz-Log-Type"
-        },
-        "ClientContext":{
-          "shape":"String",
-          "documentation":"<p>Up to 3,583 bytes of base64-encoded data about the invoking client to pass to the function in the context object.</p>",
-          "location":"header",
-          "locationName":"X-Amz-Client-Context"
-        },
-        "Qualifier":{
-          "shape":"NumericLatestPublishedOrAliasQualifier",
-          "documentation":"<p>The alias name.</p>",
-          "location":"querystring",
-          "locationName":"Qualifier"
-        },
-        "Payload":{
-          "shape":"Blob",
-          "documentation":"<p>The JSON that you want to provide to your Lambda function as input.</p> <p>You can enter the JSON directly. For example, <code>--payload '{ \"key\": \"value\" }'</code>. You can also specify a file path. For example, <code>--payload file://payload.json</code>.</p>"
-        }
-      },
-      "payload":"Payload"
-    },
-    "InvokeWithResponseStreamResponse":{
-      "type":"structure",
-      "members":{
-        "StatusCode":{
-          "shape":"Integer",
-          "documentation":"<p>For a successful request, the HTTP status code is in the 200 range. For the <code>RequestResponse</code> invocation type, this status code is 200. For the <code>DryRun</code> invocation type, this status code is 204.</p>",
-          "location":"statusCode"
-        },
-        "ExecutedVersion":{
-          "shape":"Version",
-          "documentation":"<p>The version of the function that executed. When you invoke a function with an alias, this indicates which version the alias resolved to.</p>",
-          "location":"header",
-          "locationName":"X-Amz-Executed-Version"
-        },
-        "EventStream":{
-          "shape":"InvokeWithResponseStreamResponseEvent",
-          "documentation":"<p>The stream of response payloads.</p>"
-        },
-        "ResponseStreamContentType":{
-          "shape":"String",
-          "documentation":"<p>The type of data the stream is returning.</p>",
-          "location":"header",
-          "locationName":"Content-Type"
-        }
-      },
-      "payload":"EventStream"
-    },
-    "InvokeWithResponseStreamResponseEvent":{
-      "type":"structure",
-      "members":{
-        "PayloadChunk":{
-          "shape":"InvokeResponseStreamUpdate",
-          "documentation":"<p>A chunk of the streamed response payload.</p>"
-        },
-        "InvokeComplete":{
-          "shape":"InvokeWithResponseStreamCompleteEvent",
-          "documentation":"<p>An object that's returned when the stream has ended and all the payload chunks have been returned.</p>"
-        }
-      },
-      "documentation":"<p>An object that includes a chunk of the response payload. When the stream has ended, Lambda includes a <code>InvokeComplete</code> object.</p>",
-      "eventstream":true
-    },
-    "InvokedViaFunctionUrl":{
-      "type":"boolean",
-      "box":true
-    },
-    "KMSAccessDeniedException":{
-      "type":"structure",
-      "members":{
-        "Type":{"shape":"String"},
-        "Message":{"shape":"String"}
-      },
-      "documentation":"<p>Lambda couldn't decrypt the environment variables because KMS access was denied. Check the Lambda function's KMS permissions.</p>",
-      "error":{"httpStatusCode":502},
-      "exception":true,
-      "fault":true
-    },
-    "KMSDisabledException":{
-      "type":"structure",
-      "members":{
-        "Type":{"shape":"String"},
-        "Message":{"shape":"String"}
-      },
-      "documentation":"<p>Lambda couldn't decrypt the environment variables because the KMS key used is disabled. Check the Lambda function's KMS key settings.</p>",
-      "error":{"httpStatusCode":502},
-      "exception":true,
-      "fault":true
-    },
-    "KMSInvalidStateException":{
-      "type":"structure",
-      "members":{
-        "Type":{"shape":"String"},
-        "Message":{"shape":"String"}
-      },
-      "documentation":"<p>Lambda couldn't decrypt the environment variables because the state of the KMS key used is not valid for Decrypt. Check the function's KMS key settings.</p>",
-      "error":{"httpStatusCode":502},
-      "exception":true,
-      "fault":true
-    },
-    "KMSKeyArn":{
-      "type":"string",
-      "pattern":"(arn:(aws[a-zA-Z-]*)?:[a-z0-9-.]+:.*)|()"
-    },
-    "KMSKeyArnNonEmpty":{
-      "type":"string",
-      "max":10000,
-      "min":0,
-      "pattern":"arn:(aws[a-zA-Z-]*)?:[a-z0-9-.]+:.*"
-    },
-    "KMSNotFoundException":{
-      "type":"structure",
-      "members":{
-        "Type":{"shape":"String"},
-        "Message":{"shape":"String"}
-      },
-      "documentation":"<p>Lambda couldn't decrypt the environment variables because the KMS key was not found. Check the function's KMS key settings.</p>",
-      "error":{"httpStatusCode":502},
-      "exception":true,
-      "fault":true
-    },
-    "KafkaSchemaRegistryAccessConfig":{
-      "type":"structure",
-      "members":{
-        "Type":{
-          "shape":"KafkaSchemaRegistryAuthType",
-          "documentation":"<p> The type of authentication Lambda uses to access your schema registry. </p>"
-        },
-        "URI":{
-          "shape":"Arn",
-          "documentation":"<p> The URI of the secret (Secrets Manager secret ARN) to authenticate with your schema registry. </p>"
-        }
-      },
-      "documentation":"<p>Specific access configuration settings that tell Lambda how to authenticate with your schema registry.</p> <p>If you're working with an Glue schema registry, don't provide authentication details in this object. Instead, ensure that your execution role has the required permissions for Lambda to access your cluster.</p> <p>If you're working with a Confluent schema registry, choose the authentication method in the <code>Type</code> field, and provide the Secrets Manager secret ARN in the <code>URI</code> field.</p>"
-    },
-    "KafkaSchemaRegistryAccessConfigList":{
-      "type":"list",
-      "member":{"shape":"KafkaSchemaRegistryAccessConfig"}
-    },
-    "KafkaSchemaRegistryAuthType":{
-      "type":"string",
-      "enum":[
-        "BASIC_AUTH",
-        "CLIENT_CERTIFICATE_TLS_AUTH",
-        "SERVER_ROOT_CA_CERTIFICATE"
-      ]
-    },
-    "KafkaSchemaRegistryConfig":{
-      "type":"structure",
-      "members":{
-        "SchemaRegistryURI":{
-          "shape":"SchemaRegistryUri",
-          "documentation":"<p>The URI for your schema registry. The correct URI format depends on the type of schema registry you're using.</p> <ul> <li> <p>For Glue schema registries, use the ARN of the registry.</p> </li> <li> <p>For Confluent schema registries, use the URL of the registry.</p> </li> </ul>"
-        },
-        "EventRecordFormat":{
-          "shape":"SchemaRegistryEventRecordFormat",
-          "documentation":"<p>The record format that Lambda delivers to your function after schema validation.</p> <ul> <li> <p>Choose <code>JSON</code> to have Lambda deliver the record to your function as a standard JSON object.</p> </li> <li> <p>Choose <code>SOURCE</code> to have Lambda deliver the record to your function in its original source format. Lambda removes all schema metadata, such as the schema ID, before sending the record to your function.</p> </li> </ul>"
-        },
-        "AccessConfigs":{
-          "shape":"KafkaSchemaRegistryAccessConfigList",
-          "documentation":"<p>An array of access configuration objects that tell Lambda how to authenticate with your schema registry.</p>"
-        },
-        "SchemaValidationConfigs":{
-          "shape":"KafkaSchemaValidationConfigList",
-          "documentation":"<p>An array of schema validation configuration objects, which tell Lambda the message attributes you want to validate and filter using your schema registry.</p>"
-        }
-      },
-      "documentation":"<p>Specific configuration settings for a Kafka schema registry.</p>"
-    },
-    "KafkaSchemaValidationAttribute":{
-      "type":"string",
-      "enum":[
-        "KEY",
-        "VALUE"
-      ]
-    },
-    "KafkaSchemaValidationConfig":{
-      "type":"structure",
-      "members":{
-        "Attribute":{
-          "shape":"KafkaSchemaValidationAttribute",
-          "documentation":"<p> The attributes you want your schema registry to validate and filter for. If you selected <code>JSON</code> as the <code>EventRecordFormat</code>, Lambda also deserializes the selected message attributes. </p>"
-        }
-      },
-      "documentation":"<p>Specific schema validation configuration settings that tell Lambda the message attributes you want to validate and filter using your schema registry.</p>"
-    },
-    "KafkaSchemaValidationConfigList":{
-      "type":"list",
-      "member":{"shape":"KafkaSchemaValidationConfig"}
-    },
-    "LambdaManagedInstancesCapacityProviderConfig":{
-      "type":"structure",
-      "required":["CapacityProviderArn"],
-      "members":{
-        "CapacityProviderArn":{"shape":"CapacityProviderArn"},
-        "PerExecutionEnvironmentMaxConcurrency":{"shape":"PerExecutionEnvironmentMaxConcurrency"},
-        "ExecutionEnvironmentMemoryGiBPerVCpu":{"shape":"ExecutionEnvironmentMemoryGiBPerVCpu"}
-      }
-    },
-    "LastUpdateStatus":{
-      "type":"string",
-      "enum":[
-        "Successful",
-        "Failed",
-        "InProgress"
-      ]
-    },
-    "LastUpdateStatusReason":{"type":"string"},
-    "LastUpdateStatusReasonCode":{
-      "type":"string",
-      "enum":[
-        "EniLimitExceeded",
-        "InsufficientRolePermissions",
-        "InvalidConfiguration",
-        "InternalError",
-        "SubnetOutOfIPAddresses",
-        "InvalidSubnet",
-        "InvalidSecurityGroup",
-        "ImageDeleted",
-        "ImageAccessDenied",
-        "InvalidImage",
-        "KMSKeyAccessDenied",
-        "KMSKeyNotFound",
-        "InvalidStateKMSKey",
-        "DisabledKMSKey",
-        "EFSIOError",
-        "EFSMountConnectivityError",
-        "EFSMountFailure",
-        "EFSMountTimeout",
-        "InvalidRuntime",
-        "InvalidZipFileException",
-        "FunctionError",
-        "VcpuLimitExceeded",
-        "CapacityProviderScalingLimitExceeded",
-        "InsufficientCapacity",
-        "EC2RequestLimitExceeded",
-        "FunctionError.InitTimeout",
-        "FunctionError.RuntimeInitError",
-        "FunctionError.ExtensionInitError",
-        "FunctionError.InvalidEntryPoint",
-        "FunctionError.InvalidWorkingDirectory",
-        "FunctionError.PermissionDenied",
-        "FunctionError.TooManyExtensions",
-        "FunctionError.InitResourceExhausted"
-      ]
-    },
-    "Layer":{
-      "type":"structure",
-      "members":{
-        "Arn":{
-          "shape":"LayerVersionArn",
-          "documentation":"<p>The Amazon Resource Name (ARN) of the function layer.</p>"
-        },
-        "CodeSize":{
-          "shape":"Long",
-          "documentation":"<p>The size of the layer archive in bytes.</p>"
-        },
-        "SigningProfileVersionArn":{
-          "shape":"Arn",
-          "documentation":"<p>The Amazon Resource Name (ARN) for a signing profile version.</p>"
-        },
-        "SigningJobArn":{
-          "shape":"Arn",
-          "documentation":"<p>The Amazon Resource Name (ARN) of a signing job.</p>"
-        }
-      },
-      "documentation":"<p>An <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-layers.html\">Lambda layer</a>.</p>"
-    },
-    "LayerArn":{
-      "type":"string",
-      "max":140,
-      "min":1,
-      "pattern":"arn:[a-zA-Z0-9-]+:lambda:[a-zA-Z0-9-]+:\\d{12}:layer:[a-zA-Z0-9-_]+"
-    },
-    "LayerList":{
-      "type":"list",
-      "member":{"shape":"LayerVersionArn"}
-    },
-    "LayerName":{
-      "type":"string",
-      "max":140,
-      "min":1,
-      "pattern":"(arn:[a-zA-Z0-9-]+:lambda:[a-zA-Z0-9-]+:\\d{12}:layer:[a-zA-Z0-9-_]+)|[a-zA-Z0-9-_]+"
-    },
-    "LayerPermissionAllowedAction":{
-      "type":"string",
-      "max":22,
-      "min":0,
-      "pattern":"lambda:GetLayerVersion"
-    },
-    "LayerPermissionAllowedPrincipal":{
-      "type":"string",
-      "pattern":"\\d{12}|\\*|arn:(aws[a-zA-Z-]*):iam::\\d{12}:root"
-    },
-    "LayerVersionArn":{
-      "type":"string",
-      "max":140,
-      "min":1,
-      "pattern":"arn:[a-zA-Z0-9-]+:lambda:[a-zA-Z0-9-]+:\\d{12}:layer:[a-zA-Z0-9-_]+:[0-9]+"
-    },
-    "LayerVersionContentInput":{
-      "type":"structure",
-      "members":{
-        "S3Bucket":{
-          "shape":"S3Bucket",
-          "documentation":"<p>The Amazon S3 bucket of the layer archive.</p>"
-        },
-        "S3Key":{
-          "shape":"S3Key",
-          "documentation":"<p>The Amazon S3 key of the layer archive.</p>"
-        },
-        "S3ObjectVersion":{
-          "shape":"S3ObjectVersion",
-          "documentation":"<p>For versioned objects, the version of the layer archive object to use.</p>"
-        },
-        "ZipFile":{
-          "shape":"Blob",
-          "documentation":"<p>The base64-encoded contents of the layer archive. Amazon Web Services SDK and Amazon Web Services CLI clients handle the encoding for you.</p>"
-        }
-      },
-      "documentation":"<p>A ZIP archive that contains the contents of an <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-layers.html\">Lambda layer</a>. You can specify either an Amazon S3 location, or upload a layer archive directly.</p>"
-    },
-    "LayerVersionContentOutput":{
-      "type":"structure",
-      "members":{
-        "Location":{
-          "shape":"String",
-          "documentation":"<p>A link to the layer archive in Amazon S3 that is valid for 10 minutes.</p>"
-        },
-        "CodeSha256":{
-          "shape":"String",
-          "documentation":"<p>The SHA-256 hash of the layer archive.</p>"
-        },
-        "CodeSize":{
-          "shape":"Long",
-          "documentation":"<p>The size of the layer archive in bytes.</p>"
-        },
-        "SigningProfileVersionArn":{
-          "shape":"String",
-          "documentation":"<p>The Amazon Resource Name (ARN) for a signing profile version.</p>"
-        },
-        "SigningJobArn":{
-          "shape":"String",
-          "documentation":"<p>The Amazon Resource Name (ARN) of a signing job.</p>"
-        }
-      },
-      "documentation":"<p>Details about a version of an <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-layers.html\">Lambda layer</a>.</p>"
-    },
-    "LayerVersionNumber":{"type":"long"},
-    "LayerVersionsList":{
-      "type":"list",
-      "member":{"shape":"LayerVersionsListItem"}
-    },
-    "LayerVersionsListItem":{
-      "type":"structure",
-      "members":{
-        "LayerVersionArn":{
-          "shape":"LayerVersionArn",
-          "documentation":"<p>The ARN of the layer version.</p>"
-        },
-        "Version":{
-          "shape":"LayerVersionNumber",
-          "documentation":"<p>The version number.</p>"
-        },
-        "Description":{
-          "shape":"Description",
-          "documentation":"<p>The description of the version.</p>"
-        },
-        "CreatedDate":{
-          "shape":"Timestamp",
-          "documentation":"<p>The date that the version was created, in ISO 8601 format. For example, <code>2018-11-27T15:10:45.123+0000</code>.</p>"
-        },
-        "CompatibleRuntimes":{
-          "shape":"CompatibleRuntimes",
-          "documentation":"<p>The layer's compatible runtimes.</p> <p>The following list includes deprecated runtimes. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/lambda-runtimes.html#runtime-deprecation-levels\">Runtime use after deprecation</a>.</p> <p>For a list of all currently supported runtimes, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/lambda-runtimes.html#runtimes-supported\">Supported runtimes</a>.</p>"
-        },
-        "LicenseInfo":{
-          "shape":"LicenseInfo",
-          "documentation":"<p>The layer's open-source license.</p>"
-        },
-        "CompatibleArchitectures":{
-          "shape":"CompatibleArchitectures",
-          "documentation":"<p>A list of compatible <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/foundation-arch.html\">instruction set architectures</a>.</p>"
-        }
-      },
-      "documentation":"<p>Details about a version of an <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-layers.html\">Lambda layer</a>.</p>"
-    },
-    "LayersList":{
-      "type":"list",
-      "member":{"shape":"LayersListItem"}
-    },
-    "LayersListItem":{
-      "type":"structure",
-      "members":{
-        "LayerName":{
-          "shape":"LayerName",
-          "documentation":"<p>The name of the layer.</p>"
-        },
-        "LayerArn":{
-          "shape":"LayerArn",
-          "documentation":"<p>The Amazon Resource Name (ARN) of the function layer.</p>"
-        },
-        "LatestMatchingVersion":{
-          "shape":"LayerVersionsListItem",
-          "documentation":"<p>The newest version of the layer.</p>"
-        }
-      },
-      "documentation":"<p>Details about an <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-layers.html\">Lambda layer</a>.</p>"
-    },
-    "LayersReferenceList":{
-      "type":"list",
-      "member":{"shape":"Layer"}
-    },
-    "LicenseInfo":{
-      "type":"string",
-      "max":512,
-      "min":0
-    },
-    "ListAliasesRequest":{
-      "type":"structure",
-      "required":["FunctionName"],
-      "members":{
-        "FunctionName":{
-          "shape":"FunctionName",
-          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> - <code>MyFunction</code>.</p> </li> <li> <p> <b>Function ARN</b> - <code>arn:aws:lambda:us-west-2:123456789012:function:MyFunction</code>.</p> </li> <li> <p> <b>Partial ARN</b> - <code>123456789012:function:MyFunction</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
-          "location":"uri",
-          "locationName":"FunctionName"
-        },
-        "FunctionVersion":{
-          "shape":"VersionWithLatestPublished",
-          "documentation":"<p>Specify a function version to only list aliases that invoke that version.</p>",
-          "location":"querystring",
-          "locationName":"FunctionVersion"
-        },
-        "Marker":{
-          "shape":"String",
-          "documentation":"<p>Specify the pagination token that's returned by a previous request to retrieve the next page of results.</p>",
-          "location":"querystring",
-          "locationName":"Marker"
-        },
-        "MaxItems":{
-          "shape":"MaxListItems",
-          "documentation":"<p>Limit the number of aliases returned.</p>",
-          "location":"querystring",
-          "locationName":"MaxItems"
-        }
-      }
-    },
-    "ListAliasesResponse":{
-      "type":"structure",
-      "members":{
-        "NextMarker":{
-          "shape":"String",
-          "documentation":"<p>The pagination token that's included if more results are available.</p>"
-        },
-        "Aliases":{
-          "shape":"AliasList",
-          "documentation":"<p>A list of aliases.</p>"
-        }
-      }
-    },
-    "ListCapacityProvidersRequest":{
-      "type":"structure",
-      "members":{
-        "State":{
-          "shape":"CapacityProviderState",
-          "location":"querystring",
-          "locationName":"State"
-        },
-        "Marker":{
-          "shape":"String",
-          "location":"querystring",
-          "locationName":"Marker"
-        },
-        "MaxItems":{
-          "shape":"MaxFiftyListItems",
-          "location":"querystring",
-          "locationName":"MaxItems"
-        }
-      }
-    },
-    "ListCapacityProvidersResponse":{
-      "type":"structure",
-      "required":["CapacityProviders"],
-      "members":{
-        "CapacityProviders":{"shape":"CapacityProvidersList"},
-        "NextMarker":{"shape":"String"}
-      }
-    },
-    "ListCodeSigningConfigsRequest":{
-      "type":"structure",
-      "members":{
-        "Marker":{
-          "shape":"String",
-          "documentation":"<p>Specify the pagination token that's returned by a previous request to retrieve the next page of results.</p>",
-          "location":"querystring",
-          "locationName":"Marker"
-        },
-        "MaxItems":{
-          "shape":"MaxListItems",
-          "documentation":"<p>Maximum number of items to return.</p>",
-          "location":"querystring",
-          "locationName":"MaxItems"
-        }
-      }
-    },
-    "ListCodeSigningConfigsResponse":{
-      "type":"structure",
-      "members":{
-        "NextMarker":{
-          "shape":"String",
-          "documentation":"<p>The pagination token that's included if more results are available.</p>"
-        },
-        "CodeSigningConfigs":{
-          "shape":"CodeSigningConfigList",
-          "documentation":"<p>The code signing configurations</p>"
-        }
-      }
-    },
-    "ListEventSourceMappingsRequest":{
-      "type":"structure",
-      "members":{
-        "EventSourceArn":{
-          "shape":"Arn",
-          "documentation":"<p>The Amazon Resource Name (ARN) of the event source.</p> <ul> <li> <p> <b>Amazon Kinesis</b> – The ARN of the data stream or a stream consumer.</p> </li> <li> <p> <b>Amazon DynamoDB Streams</b> – The ARN of the stream.</p> </li> <li> <p> <b>Amazon Simple Queue Service</b> – The ARN of the queue.</p> </li> <li> <p> <b>Amazon Managed Streaming for Apache Kafka</b> – The ARN of the cluster or the ARN of the VPC connection (for <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-msk.html#msk-multi-vpc\">cross-account event source mappings</a>).</p> </li> <li> <p> <b>Amazon MQ</b> – The ARN of the broker.</p> </li> <li> <p> <b>Amazon DocumentDB</b> – The ARN of the DocumentDB change stream.</p> </li> </ul>",
-          "location":"querystring",
-          "locationName":"EventSourceArn"
-        },
-        "FunctionName":{
-          "shape":"NamespacedFunctionName",
-          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> – <code>MyFunction</code>.</p> </li> <li> <p> <b>Function ARN</b> – <code>arn:aws:lambda:us-west-2:123456789012:function:MyFunction</code>.</p> </li> <li> <p> <b>Version or Alias ARN</b> – <code>arn:aws:lambda:us-west-2:123456789012:function:MyFunction:PROD</code>.</p> </li> <li> <p> <b>Partial ARN</b> – <code>123456789012:function:MyFunction</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it's limited to 64 characters in length.</p>",
-          "location":"querystring",
-          "locationName":"FunctionName"
-        },
-        "Marker":{
-          "shape":"String",
-          "documentation":"<p>A pagination token returned by a previous call.</p>",
-          "location":"querystring",
-          "locationName":"Marker"
-        },
-        "MaxItems":{
-          "shape":"MaxListItems",
-          "documentation":"<p>The maximum number of event source mappings to return. Note that ListEventSourceMappings returns a maximum of 100 items in each response, even if you set the number higher.</p>",
-          "location":"querystring",
-          "locationName":"MaxItems"
-        }
-      }
-    },
-    "ListEventSourceMappingsResponse":{
-      "type":"structure",
-      "members":{
-        "NextMarker":{
-          "shape":"String",
-          "documentation":"<p>A pagination token that's returned when the response doesn't contain all event source mappings.</p>"
-        },
-        "EventSourceMappings":{
-          "shape":"EventSourceMappingsList",
-          "documentation":"<p>A list of event source mappings.</p>"
-        }
-      }
-    },
-    "ListFunctionEventInvokeConfigsRequest":{
-      "type":"structure",
-      "required":["FunctionName"],
-      "members":{
-        "FunctionName":{
-          "shape":"NamespacedFunctionName",
-          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> - <code>my-function</code>.</p> </li> <li> <p> <b>Function ARN</b> - <code>arn:aws:lambda:us-west-2:123456789012:function:my-function</code>.</p> </li> <li> <p> <b>Partial ARN</b> - <code>123456789012:function:my-function</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
-          "location":"uri",
-          "locationName":"FunctionName"
-        },
-        "Marker":{
-          "shape":"String",
-          "documentation":"<p>Specify the pagination token that's returned by a previous request to retrieve the next page of results.</p>",
-          "location":"querystring",
-          "locationName":"Marker"
-        },
-        "MaxItems":{
-          "shape":"MaxFunctionEventInvokeConfigListItems",
-          "documentation":"<p>The maximum number of configurations to return.</p>",
-          "location":"querystring",
-          "locationName":"MaxItems"
-        }
-      }
-    },
-    "ListFunctionEventInvokeConfigsResponse":{
-      "type":"structure",
-      "members":{
-        "FunctionEventInvokeConfigs":{
-          "shape":"FunctionEventInvokeConfigList",
-          "documentation":"<p>A list of configurations.</p>"
-        },
-        "NextMarker":{
-          "shape":"String",
-          "documentation":"<p>The pagination token that's included if more results are available.</p>"
-        }
-      }
-    },
-    "ListFunctionUrlConfigsRequest":{
-      "type":"structure",
-      "required":["FunctionName"],
-      "members":{
-        "FunctionName":{
-          "shape":"FunctionName",
-          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> – <code>my-function</code>.</p> </li> <li> <p> <b>Function ARN</b> – <code>arn:aws:lambda:us-west-2:123456789012:function:my-function</code>.</p> </li> <li> <p> <b>Partial ARN</b> – <code>123456789012:function:my-function</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
-          "location":"uri",
-          "locationName":"FunctionName"
-        },
-        "Marker":{
-          "shape":"String",
-          "documentation":"<p>Specify the pagination token that's returned by a previous request to retrieve the next page of results.</p>",
-          "location":"querystring",
-          "locationName":"Marker"
-        },
-        "MaxItems":{
-          "shape":"MaxItems",
-          "documentation":"<p>The maximum number of function URLs to return in the response. Note that <code>ListFunctionUrlConfigs</code> returns a maximum of 50 items in each response, even if you set the number higher.</p>",
-          "location":"querystring",
-          "locationName":"MaxItems"
-        }
-      }
-    },
-    "ListFunctionUrlConfigsResponse":{
-      "type":"structure",
-      "required":["FunctionUrlConfigs"],
-      "members":{
-        "FunctionUrlConfigs":{
-          "shape":"FunctionUrlConfigList",
-          "documentation":"<p>A list of function URL configurations.</p>"
-        },
-        "NextMarker":{
-          "shape":"String",
-          "documentation":"<p>The pagination token that's included if more results are available.</p>"
-        }
-      }
-    },
-    "ListFunctionVersionsByCapacityProviderRequest":{
-      "type":"structure",
-      "required":["CapacityProviderName"],
-      "members":{
-        "CapacityProviderName":{
-          "shape":"CapacityProviderName",
-          "location":"uri",
-          "locationName":"CapacityProviderName"
-        },
-        "Marker":{
-          "shape":"String",
-          "location":"querystring",
-          "locationName":"Marker"
-        },
-        "MaxItems":{
-          "shape":"MaxFiftyListItems",
-          "location":"querystring",
-          "locationName":"MaxItems"
-        }
-      }
-    },
-    "ListFunctionVersionsByCapacityProviderResponse":{
-      "type":"structure",
-      "required":[
-        "CapacityProviderArn",
-        "FunctionVersions"
-      ],
-      "members":{
-        "CapacityProviderArn":{"shape":"CapacityProviderArn"},
-        "FunctionVersions":{"shape":"FunctionVersionsByCapacityProviderList"},
-        "NextMarker":{"shape":"String"}
-      }
-    },
-    "ListFunctionsByCodeSigningConfigRequest":{
-      "type":"structure",
-      "required":["CodeSigningConfigArn"],
-      "members":{
-        "CodeSigningConfigArn":{
-          "shape":"CodeSigningConfigArn",
-          "documentation":"<p>The The Amazon Resource Name (ARN) of the code signing configuration.</p>",
-          "location":"uri",
-          "locationName":"CodeSigningConfigArn"
-        },
-        "Marker":{
-          "shape":"String",
-          "documentation":"<p>Specify the pagination token that's returned by a previous request to retrieve the next page of results.</p>",
-          "location":"querystring",
-          "locationName":"Marker"
-        },
-        "MaxItems":{
-          "shape":"MaxListItems",
-          "documentation":"<p>Maximum number of items to return.</p>",
-          "location":"querystring",
-          "locationName":"MaxItems"
-        }
-      }
-    },
-    "ListFunctionsByCodeSigningConfigResponse":{
-      "type":"structure",
-      "members":{
-        "NextMarker":{
-          "shape":"String",
-          "documentation":"<p>The pagination token that's included if more results are available.</p>"
-        },
-        "FunctionArns":{
-          "shape":"FunctionArnList",
-          "documentation":"<p>The function ARNs. </p>"
-        }
-      }
-    },
-    "ListFunctionsRequest":{
-      "type":"structure",
-      "members":{
-        "MasterRegion":{
-          "shape":"MasterRegion",
-          "documentation":"<p>For Lambda@Edge functions, the Amazon Web Services Region of the master function. For example, <code>us-east-1</code> filters the list of functions to include only Lambda@Edge functions replicated from a master function in US East (N. Virginia). If specified, you must set <code>FunctionVersion</code> to <code>ALL</code>.</p>",
-          "location":"querystring",
-          "locationName":"MasterRegion"
-        },
-        "FunctionVersion":{
-          "shape":"FunctionVersion",
-          "documentation":"<p>Set to <code>ALL</code> to include entries for all published versions of each function.</p>",
-          "location":"querystring",
-          "locationName":"FunctionVersion"
-        },
-        "Marker":{
-          "shape":"String",
-          "documentation":"<p>Specify the pagination token that's returned by a previous request to retrieve the next page of results.</p>",
-          "location":"querystring",
-          "locationName":"Marker"
-        },
-        "MaxItems":{
-          "shape":"MaxListItems",
-          "documentation":"<p>The maximum number of functions to return in the response. Note that <code>ListFunctions</code> returns a maximum of 50 items in each response, even if you set the number higher.</p>",
-          "location":"querystring",
-          "locationName":"MaxItems"
-        }
-      }
-    },
-    "ListFunctionsResponse":{
-      "type":"structure",
-      "members":{
-        "NextMarker":{
-          "shape":"String",
-          "documentation":"<p>The pagination token that's included if more results are available.</p>"
-        },
-        "Functions":{
-          "shape":"FunctionList",
-          "documentation":"<p>A list of Lambda functions.</p>"
-        }
-      },
-      "documentation":"<p>A list of Lambda functions.</p>"
-    },
-    "ListLayerVersionsRequest":{
-      "type":"structure",
-      "required":["LayerName"],
-      "members":{
-        "CompatibleRuntime":{
-          "shape":"Runtime",
-          "documentation":"<p>A runtime identifier.</p> <p>The following list includes deprecated runtimes. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/lambda-runtimes.html#runtime-deprecation-levels\">Runtime use after deprecation</a>.</p> <p>For a list of all currently supported runtimes, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/lambda-runtimes.html#runtimes-supported\">Supported runtimes</a>.</p>",
-          "location":"querystring",
-          "locationName":"CompatibleRuntime"
-        },
-        "LayerName":{
-          "shape":"LayerName",
-          "documentation":"<p>The name or Amazon Resource Name (ARN) of the layer.</p>",
-          "location":"uri",
-          "locationName":"LayerName"
-        },
-        "Marker":{
-          "shape":"String",
-          "documentation":"<p>A pagination token returned by a previous call.</p>",
-          "location":"querystring",
-          "locationName":"Marker"
-        },
-        "MaxItems":{
-          "shape":"MaxLayerListItems",
-          "documentation":"<p>The maximum number of versions to return.</p>",
-          "location":"querystring",
-          "locationName":"MaxItems"
-        },
-        "CompatibleArchitecture":{
-          "shape":"Architecture",
-          "documentation":"<p>The compatible <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/foundation-arch.html\">instruction set architecture</a>.</p>",
-          "location":"querystring",
-          "locationName":"CompatibleArchitecture"
-        }
-      }
-    },
-    "ListLayerVersionsResponse":{
-      "type":"structure",
-      "members":{
-        "NextMarker":{
-          "shape":"String",
-          "documentation":"<p>A pagination token returned when the response doesn't contain all versions.</p>"
-        },
-        "LayerVersions":{
-          "shape":"LayerVersionsList",
-          "documentation":"<p>A list of versions.</p>"
-        }
-      }
-    },
-    "ListLayersRequest":{
-      "type":"structure",
-      "members":{
-        "CompatibleRuntime":{
-          "shape":"Runtime",
-          "documentation":"<p>A runtime identifier.</p> <p>The following list includes deprecated runtimes. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/lambda-runtimes.html#runtime-deprecation-levels\">Runtime use after deprecation</a>.</p> <p>For a list of all currently supported runtimes, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/lambda-runtimes.html#runtimes-supported\">Supported runtimes</a>.</p>",
-          "location":"querystring",
-          "locationName":"CompatibleRuntime"
-        },
-        "Marker":{
-          "shape":"String",
-          "documentation":"<p>A pagination token returned by a previous call.</p>",
-          "location":"querystring",
-          "locationName":"Marker"
-        },
-        "MaxItems":{
-          "shape":"MaxLayerListItems",
-          "documentation":"<p>The maximum number of layers to return.</p>",
-          "location":"querystring",
-          "locationName":"MaxItems"
-        },
-        "CompatibleArchitecture":{
-          "shape":"Architecture",
-          "documentation":"<p>The compatible <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/foundation-arch.html\">instruction set architecture</a>.</p>",
-          "location":"querystring",
-          "locationName":"CompatibleArchitecture"
-        }
-      }
-    },
-    "ListLayersResponse":{
-      "type":"structure",
-      "members":{
-        "NextMarker":{
-          "shape":"String",
-          "documentation":"<p>A pagination token returned when the response doesn't contain all layers.</p>"
-        },
-        "Layers":{
-          "shape":"LayersList",
-          "documentation":"<p>A list of function layers.</p>"
-        }
-      }
-    },
-    "ListProvisionedConcurrencyConfigsRequest":{
-      "type":"structure",
-      "required":["FunctionName"],
-      "members":{
-        "FunctionName":{
-          "shape":"FunctionName",
-          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> – <code>my-function</code>.</p> </li> <li> <p> <b>Function ARN</b> – <code>arn:aws:lambda:us-west-2:123456789012:function:my-function</code>.</p> </li> <li> <p> <b>Partial ARN</b> – <code>123456789012:function:my-function</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
-          "location":"uri",
-          "locationName":"FunctionName"
-        },
-        "Marker":{
-          "shape":"String",
-          "documentation":"<p>Specify the pagination token that's returned by a previous request to retrieve the next page of results.</p>",
-          "location":"querystring",
-          "locationName":"Marker"
-        },
-        "MaxItems":{
-          "shape":"MaxProvisionedConcurrencyConfigListItems",
-          "documentation":"<p>Specify a number to limit the number of configurations returned.</p>",
-          "location":"querystring",
-          "locationName":"MaxItems"
-        }
-      }
-    },
-    "ListProvisionedConcurrencyConfigsResponse":{
-      "type":"structure",
-      "members":{
-        "ProvisionedConcurrencyConfigs":{
-          "shape":"ProvisionedConcurrencyConfigList",
-          "documentation":"<p>A list of provisioned concurrency configurations.</p>"
-        },
-        "NextMarker":{
-          "shape":"String",
-          "documentation":"<p>The pagination token that's included if more results are available.</p>"
-        }
-      }
-    },
-    "ListTagsRequest":{
-      "type":"structure",
-      "required":["Resource"],
-      "members":{
-        "Resource":{
-          "shape":"TaggableResource",
-          "documentation":"<p>The resource's Amazon Resource Name (ARN). Note: Lambda does not support adding tags to function aliases or versions.</p>",
-          "location":"uri",
-          "locationName":"Resource"
-        }
-      }
-    },
-    "ListTagsResponse":{
-      "type":"structure",
-      "members":{
-        "Tags":{
-          "shape":"Tags",
-          "documentation":"<p>The function's tags.</p>"
-        }
-      }
-    },
-    "ListVersionsByFunctionRequest":{
-      "type":"structure",
-      "required":["FunctionName"],
-      "members":{
-        "FunctionName":{
-          "shape":"NamespacedFunctionName",
-          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> - <code>MyFunction</code>.</p> </li> <li> <p> <b>Function ARN</b> - <code>arn:aws:lambda:us-west-2:123456789012:function:MyFunction</code>.</p> </li> <li> <p> <b>Partial ARN</b> - <code>123456789012:function:MyFunction</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
-          "location":"uri",
-          "locationName":"FunctionName"
-        },
-        "Marker":{
-          "shape":"String",
-          "documentation":"<p>Specify the pagination token that's returned by a previous request to retrieve the next page of results.</p>",
-          "location":"querystring",
-          "locationName":"Marker"
-        },
-        "MaxItems":{
-          "shape":"MaxListItems",
-          "documentation":"<p>The maximum number of versions to return. Note that <code>ListVersionsByFunction</code> returns a maximum of 50 items in each response, even if you set the number higher.</p>",
-          "location":"querystring",
-          "locationName":"MaxItems"
-        }
-      }
-    },
-    "ListVersionsByFunctionResponse":{
-      "type":"structure",
-      "members":{
-        "NextMarker":{
-          "shape":"String",
-          "documentation":"<p>The pagination token that's included if more results are available.</p>"
-        },
-        "Versions":{
-          "shape":"FunctionList",
-          "documentation":"<p>A list of Lambda function versions.</p>"
-        }
-      }
-    },
-    "LocalMountPath":{
-      "type":"string",
-      "max":160,
-      "min":0,
-      "pattern":"/mnt/[a-zA-Z0-9-_.]+"
-    },
-    "LogFormat":{
-      "type":"string",
-      "enum":[
-        "JSON",
-        "Text"
-      ]
-    },
-    "LogGroup":{
-      "type":"string",
-      "max":512,
-      "min":1,
-      "pattern":"[\\.\\-_/#A-Za-z0-9]+"
-    },
-    "LogType":{
-      "type":"string",
-      "enum":[
-        "None",
-        "Tail"
-      ]
-    },
-    "LoggingConfig":{
-      "type":"structure",
-      "members":{
-        "LogFormat":{
-          "shape":"LogFormat",
-          "documentation":"<p>The format in which Lambda sends your function's application and system logs to CloudWatch. Select between plain text and structured JSON.</p>"
-        },
-        "ApplicationLogLevel":{
-          "shape":"ApplicationLogLevel",
-          "documentation":"<p>Set this property to filter the application logs for your function that Lambda sends to CloudWatch. Lambda only sends application logs at the selected level of detail and lower, where <code>TRACE</code> is the highest level and <code>FATAL</code> is the lowest.</p>"
-        },
-        "SystemLogLevel":{
-          "shape":"SystemLogLevel",
-          "documentation":"<p>Set this property to filter the system logs for your function that Lambda sends to CloudWatch. Lambda only sends system logs at the selected level of detail and lower, where <code>DEBUG</code> is the highest level and <code>WARN</code> is the lowest.</p>"
-        },
-        "LogGroup":{
-          "shape":"LogGroup",
-          "documentation":"<p>The name of the Amazon CloudWatch log group the function sends logs to. By default, Lambda functions send logs to a default log group named <code>/aws/lambda/&lt;function name&gt;</code>. To use a different log group, enter an existing log group or enter a new log group name.</p>"
-        }
-      },
-      "documentation":"<p>The function's Amazon CloudWatch Logs configuration settings.</p>"
-    },
-    "Long":{"type":"long"},
-    "MasterRegion":{
-      "type":"string",
-      "pattern":"ALL|(eusc-)?[a-z]{2}(-gov)?-[a-z]+-\\d{1}"
-    },
-    "MaxAge":{
-      "type":"integer",
-      "box":true,
-      "max":86400,
-      "min":0
-    },
-    "MaxFiftyListItems":{
-      "type":"integer",
-      "box":true,
-      "max":50,
-      "min":1
-    },
-    "MaxFunctionEventInvokeConfigListItems":{
-      "type":"integer",
-      "box":true,
-      "max":50,
-      "min":1
-    },
-    "MaxItems":{
-      "type":"integer",
-      "box":true,
-      "max":50,
-      "min":1
-    },
-    "MaxLayerListItems":{
-      "type":"integer",
-      "box":true,
-      "max":50,
-      "min":1
-    },
-    "MaxListItems":{
-      "type":"integer",
-      "box":true,
-      "max":10000,
-      "min":1
-    },
-    "MaxProvisionedConcurrencyConfigListItems":{
-      "type":"integer",
-      "box":true,
-      "max":50,
-      "min":1
-    },
-    "MaximumBatchingWindowInSeconds":{
-      "type":"integer",
-      "box":true,
-      "max":300,
-      "min":0
-    },
-    "MaximumConcurrency":{
-      "type":"integer",
-      "box":true,
-      "max":1000,
-      "min":2
-    },
-    "MaximumEventAgeInSeconds":{
-      "type":"integer",
-      "box":true,
-      "max":21600,
-      "min":60
-    },
-    "MaximumNumberOfPollers":{
-      "type":"integer",
-      "box":true,
-      "max":2000,
-      "min":1
-    },
-    "MaximumRecordAgeInSeconds":{
-      "type":"integer",
-      "box":true,
-      "max":604800,
-      "min":-1
-    },
-    "MaximumRetryAttempts":{
-      "type":"integer",
-      "box":true,
-      "max":2,
-      "min":0
-    },
-    "MaximumRetryAttemptsEventSourceMapping":{
-      "type":"integer",
-      "box":true,
-      "max":10000,
-      "min":-1
-    },
-    "MemorySize":{
-      "type":"integer",
-      "box":true,
-      "max":32768,
-      "min":128
-    },
-    "Method":{
-      "type":"string",
-      "max":6,
-      "min":0,
-      "pattern":".*"
-    },
-    "MetricTargetValue":{
-      "type":"double",
-      "box":true,
-      "max":100.0,
-      "min":0.0
-    },
-    "MinimumNumberOfPollers":{
-      "type":"integer",
-      "box":true,
-      "max":200,
-      "min":1
-    },
-    "NameSpacedFunctionArn":{
-      "type":"string",
-      "max":10000,
-      "min":0,
-      "pattern":"arn:(aws[a-zA-Z-]*)?:lambda:(eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:\\d{12}:function:[a-zA-Z0-9-_\\.]+(:(\\$LATEST(\\.PUBLISHED)?|[a-zA-Z0-9-_]+))?"
-    },
-    "NamespacedFunctionName":{
-      "type":"string",
-      "max":256,
-      "min":1,
-      "pattern":"(arn:(aws[a-zA-Z-]*)?:lambda:)?((eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_\\.]+)(:(\\$LATEST(\\.PUBLISHED)?|[a-zA-Z0-9-_]+))?"
-    },
-    "NamespacedStatementId":{
-      "type":"string",
-      "max":100,
-      "min":1,
-      "pattern":"([a-zA-Z0-9-_.]+)"
-    },
-    "NoPublishedVersionException":{
-      "type":"structure",
-      "members":{
-        "Type":{"shape":"String"},
-        "Message":{"shape":"String"}
-      },
-      "error":{
-        "httpStatusCode":400,
-        "senderFault":true
-      },
-      "exception":true
-    },
-    "NonNegativeInteger":{
-      "type":"integer",
-      "box":true,
-      "min":0
-    },
-    "NullableBoolean":{
-      "type":"boolean",
-      "box":true
-    },
-    "NumericLatestPublishedOrAliasQualifier":{
-      "type":"string",
-      "max":128,
-      "min":1,
-      "pattern":"\\$(LATEST(\\.PUBLISHED)?)|[a-zA-Z0-9-_$]+"
-    },
-    "OnFailure":{
-      "type":"structure",
-      "members":{
-        "Destination":{
-          "shape":"DestinationArn",
-          "documentation":"<p>The Amazon Resource Name (ARN) of the destination resource.</p> <p>To retain records of unsuccessful <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/invocation-async.html#invocation-async-destinations\">asynchronous invocations</a>, you can configure an Amazon SNS topic, Amazon SQS queue, Amazon S3 bucket, Lambda function, or Amazon EventBridge event bus as the destination.</p> <p>To retain records of failed invocations from <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-kinesis.html\">Kinesis</a>, <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-ddb.html\">DynamoDB</a>, <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-kafka.html#services-smaa-onfailure-destination\">self-managed Kafka</a> or <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-msk.html#services-msk-onfailure-destination\">Amazon MSK</a>, you can configure an Amazon SNS topic, Amazon SQS queue, or Amazon S3 bucket as the destination.</p>"
-        }
-      },
-      "documentation":"<p>A destination for events that failed processing. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/invocation-async-retain-records.html#invocation-async-destinations\">Adding a destination</a>.</p>"
-    },
-    "OnSuccess":{
-      "type":"structure",
-      "members":{
-        "Destination":{
-          "shape":"DestinationArn",
-          "documentation":"<p>The Amazon Resource Name (ARN) of the destination resource.</p>"
-        }
-      },
-      "documentation":"<p>A destination for events that were processed successfully.</p> <p>To retain records of successful <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/invocation-async.html#invocation-async-destinations\">asynchronous invocations</a>, you can configure an Amazon SNS topic, Amazon SQS queue, Lambda function, or Amazon EventBridge event bus as the destination.</p> <note> <p> <code>OnSuccess</code> is not supported in <code>CreateEventSourceMapping</code> or <code>UpdateEventSourceMapping</code> requests.</p> </note>"
-    },
-    "OrganizationId":{
-      "type":"string",
-      "max":34,
-      "min":0,
-      "pattern":"o-[a-z0-9]{10,32}"
-    },
-    "Origin":{
-      "type":"string",
-      "max":253,
-      "min":1,
-      "pattern":".*"
-    },
-    "PackageType":{
-      "type":"string",
-      "enum":[
-        "Zip",
-        "Image"
-      ]
-    },
-    "ParallelizationFactor":{
-      "type":"integer",
-      "box":true,
-      "max":10,
-      "min":1
-    },
-    "Pattern":{
-      "type":"string",
-      "max":4096,
-      "min":0,
-      "pattern":".*"
-    },
-    "PerExecutionEnvironmentMaxConcurrency":{
-      "type":"integer",
-      "box":true,
-      "max":1600,
-      "min":1
-    },
-    "PolicyLengthExceededException":{
-      "type":"structure",
-      "members":{
-        "Type":{"shape":"String"},
-        "message":{"shape":"String"}
-      },
-      "documentation":"<p>The permissions policy for the resource is too large. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/gettingstarted-limits.html\">Lambda quotas</a>.</p>",
-      "error":{
-        "httpStatusCode":400,
-        "senderFault":true
-      },
-      "exception":true
-    },
-    "PositiveInteger":{
-      "type":"integer",
-      "box":true,
-      "min":1
-    },
-    "PreconditionFailedException":{
-      "type":"structure",
-      "members":{
-        "Type":{
-          "shape":"String",
-          "documentation":"<p>The exception type.</p>"
-        },
-        "message":{
-          "shape":"String",
-          "documentation":"<p>The exception message.</p>"
-        }
-      },
-      "documentation":"<p>The RevisionId provided does not match the latest RevisionId for the Lambda function or alias.</p> <ul> <li> <p> <b>For AddPermission and RemovePermission API operations:</b> Call <code>GetPolicy</code> to retrieve the latest RevisionId for your resource.</p> </li> <li> <p> <b>For all other API operations:</b> Call <code>GetFunction</code> or <code>GetAlias</code> to retrieve the latest RevisionId for your resource.</p> </li> </ul>",
-      "error":{
-        "httpStatusCode":412,
-        "senderFault":true
-      },
-      "exception":true
-    },
-    "Principal":{
-      "type":"string",
-      "pattern":"[^\\s]+"
-    },
-    "PrincipalOrgID":{
-      "type":"string",
-      "max":34,
-      "min":12,
-      "pattern":"o-[a-z0-9]{10,32}"
-    },
-    "ProvisionedConcurrencyConfigList":{
-      "type":"list",
-      "member":{"shape":"ProvisionedConcurrencyConfigListItem"}
-    },
-    "ProvisionedConcurrencyConfigListItem":{
-      "type":"structure",
-      "members":{
-        "FunctionArn":{
-          "shape":"FunctionArn",
-          "documentation":"<p>The Amazon Resource Name (ARN) of the alias or version.</p>"
-        },
-        "RequestedProvisionedConcurrentExecutions":{
-          "shape":"PositiveInteger",
-          "documentation":"<p>The amount of provisioned concurrency requested.</p>"
-        },
-        "AvailableProvisionedConcurrentExecutions":{
-          "shape":"NonNegativeInteger",
-          "documentation":"<p>The amount of provisioned concurrency available.</p>"
-        },
-        "AllocatedProvisionedConcurrentExecutions":{
-          "shape":"NonNegativeInteger",
-          "documentation":"<p>The amount of provisioned concurrency allocated. When a weighted alias is used during linear and canary deployments, this value fluctuates depending on the amount of concurrency that is provisioned for the function versions.</p>"
-        },
-        "Status":{
-          "shape":"ProvisionedConcurrencyStatusEnum",
-          "documentation":"<p>The status of the allocation process.</p>"
-        },
-        "StatusReason":{
-          "shape":"String",
-          "documentation":"<p>For failed allocations, the reason that provisioned concurrency could not be allocated.</p>"
-        },
-        "LastModified":{
-          "shape":"Timestamp",
-          "documentation":"<p>The date and time that a user last updated the configuration, in <a href=\"https://www.iso.org/iso-8601-date-and-time-format.html\">ISO 8601 format</a>.</p>"
-        }
-      },
-      "documentation":"<p>Details about the provisioned concurrency configuration for a function alias or version.</p>"
-    },
-    "ProvisionedConcurrencyConfigNotFoundException":{
-      "type":"structure",
-      "members":{
-        "Type":{"shape":"String"},
-        "message":{"shape":"String"}
-      },
-      "documentation":"<p>The specified configuration does not exist.</p>",
-      "error":{
-        "httpStatusCode":404,
-        "senderFault":true
-      },
-      "exception":true
-    },
-    "ProvisionedConcurrencyStatusEnum":{
-      "type":"string",
-      "enum":[
-        "IN_PROGRESS",
-        "READY",
-        "FAILED"
-      ]
-    },
-    "ProvisionedPollerConfig":{
-      "type":"structure",
-      "members":{
-        "MinimumPollers":{
-          "shape":"MinimumNumberOfPollers",
-          "documentation":"<p>The minimum number of event pollers this event source can scale down to.</p>"
-        },
-        "MaximumPollers":{
-          "shape":"MaximumNumberOfPollers",
-          "documentation":"<p>The maximum number of event pollers this event source can scale up to.</p>"
-        }
-      },
-      "documentation":"<p>The <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/invocation-eventsourcemapping.html#invocation-eventsourcemapping-provisioned-mode\"> provisioned mode</a> configuration for the event source. Use Provisioned Mode to customize the minimum and maximum number of event pollers for your event source. An event poller is a compute unit that provides approximately 5 MBps of throughput.</p>"
-    },
-    "PublishLayerVersionRequest":{
-      "type":"structure",
-      "required":[
-        "LayerName",
-        "Content"
-      ],
-      "members":{
-        "LayerName":{
-          "shape":"LayerName",
-          "documentation":"<p>The name or Amazon Resource Name (ARN) of the layer.</p>",
-          "location":"uri",
-          "locationName":"LayerName"
-        },
-        "Description":{
-          "shape":"Description",
-          "documentation":"<p>The description of the version.</p>"
-        },
-        "Content":{
-          "shape":"LayerVersionContentInput",
-          "documentation":"<p>The function layer archive.</p>"
-        },
-        "CompatibleRuntimes":{
-          "shape":"CompatibleRuntimes",
-          "documentation":"<p>A list of compatible <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/lambda-runtimes.html\">function runtimes</a>. Used for filtering with <a>ListLayers</a> and <a>ListLayerVersions</a>.</p> <p>The following list includes deprecated runtimes. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/lambda-runtimes.html#runtime-support-policy\">Runtime deprecation policy</a>.</p>"
-        },
-        "LicenseInfo":{
-          "shape":"LicenseInfo",
-          "documentation":"<p>The layer's software license. It can be any of the following:</p> <ul> <li> <p>An <a href=\"https://spdx.org/licenses/\">SPDX license identifier</a>. For example, <code>MIT</code>.</p> </li> <li> <p>The URL of a license hosted on the internet. For example, <code>https://opensource.org/licenses/MIT</code>.</p> </li> <li> <p>The full text of the license.</p> </li> </ul>"
-        },
-        "CompatibleArchitectures":{
-          "shape":"CompatibleArchitectures",
-          "documentation":"<p>A list of compatible <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/foundation-arch.html\">instruction set architectures</a>.</p>"
-        }
-      }
-    },
-    "PublishLayerVersionResponse":{
-      "type":"structure",
-      "members":{
-        "Content":{
-          "shape":"LayerVersionContentOutput",
-          "documentation":"<p>Details about the layer version.</p>"
-        },
-        "LayerArn":{
-          "shape":"LayerArn",
-          "documentation":"<p>The ARN of the layer.</p>"
-        },
-        "LayerVersionArn":{
-          "shape":"LayerVersionArn",
-          "documentation":"<p>The ARN of the layer version.</p>"
-        },
-        "Description":{
-          "shape":"Description",
-          "documentation":"<p>The description of the version.</p>"
-        },
-        "CreatedDate":{
-          "shape":"Timestamp",
-          "documentation":"<p>The date that the layer version was created, in <a href=\"https://www.w3.org/TR/NOTE-datetime\">ISO-8601 format</a> (YYYY-MM-DDThh:mm:ss.sTZD).</p>"
-        },
-        "Version":{
-          "shape":"LayerVersionNumber",
-          "documentation":"<p>The version number.</p>"
-        },
-        "CompatibleRuntimes":{
-          "shape":"CompatibleRuntimes",
-          "documentation":"<p>The layer's compatible runtimes.</p> <p>The following list includes deprecated runtimes. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/lambda-runtimes.html#runtime-deprecation-levels\">Runtime use after deprecation</a>.</p> <p>For a list of all currently supported runtimes, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/lambda-runtimes.html#runtimes-supported\">Supported runtimes</a>.</p>"
-        },
-        "LicenseInfo":{
-          "shape":"LicenseInfo",
-          "documentation":"<p>The layer's software license.</p>"
-        },
-        "CompatibleArchitectures":{
-          "shape":"CompatibleArchitectures",
-          "documentation":"<p>A list of compatible <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/foundation-arch.html\">instruction set architectures</a>.</p>"
-        }
-      }
-    },
-    "PublishVersionRequest":{
-      "type":"structure",
-      "required":["FunctionName"],
-      "members":{
-        "FunctionName":{
-          "shape":"FunctionName",
-          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> - <code>MyFunction</code>.</p> </li> <li> <p> <b>Function ARN</b> - <code>arn:aws:lambda:us-west-2:123456789012:function:MyFunction</code>.</p> </li> <li> <p> <b>Partial ARN</b> - <code>123456789012:function:MyFunction</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
-          "location":"uri",
-          "locationName":"FunctionName"
-        },
-        "CodeSha256":{
-          "shape":"String",
-          "documentation":"<p>Only publish a version if the hash value matches the value that's specified. Use this option to avoid publishing a version if the function code has changed since you last updated it. You can get the hash for the version that you uploaded from the output of <a>UpdateFunctionCode</a>.</p>"
-        },
-        "Description":{
-          "shape":"Description",
-          "documentation":"<p>A description for the version to override the description in the function configuration.</p>"
-        },
-        "RevisionId":{
-          "shape":"String",
-          "documentation":"<p>Only update the function if the revision ID matches the ID that's specified. Use this option to avoid publishing a version if the function configuration has changed since you last updated it.</p>"
-        },
-        "PublishTo":{"shape":"FunctionVersionLatestPublished"}
-      }
-    },
-    "PublishedFunctionQualifier":{
-      "type":"string",
-      "max":128,
-      "min":1,
-      "pattern":"(\\$LATEST\\.PUBLISHED|[0-9]+)"
-    },
-    "PutFunctionCodeSigningConfigRequest":{
-      "type":"structure",
-      "required":[
-        "CodeSigningConfigArn",
-        "FunctionName"
-      ],
-      "members":{
-        "CodeSigningConfigArn":{
-          "shape":"CodeSigningConfigArn",
-          "documentation":"<p>The The Amazon Resource Name (ARN) of the code signing configuration.</p>"
-        },
-        "FunctionName":{
-          "shape":"NamespacedFunctionName",
-          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> - <code>MyFunction</code>.</p> </li> <li> <p> <b>Function ARN</b> - <code>arn:aws:lambda:us-west-2:123456789012:function:MyFunction</code>.</p> </li> <li> <p> <b>Partial ARN</b> - <code>123456789012:function:MyFunction</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
-          "location":"uri",
-          "locationName":"FunctionName"
-        }
-      }
-    },
-    "PutFunctionCodeSigningConfigResponse":{
-      "type":"structure",
-      "required":[
-        "CodeSigningConfigArn",
-        "FunctionName"
-      ],
-      "members":{
-        "CodeSigningConfigArn":{
-          "shape":"CodeSigningConfigArn",
-          "documentation":"<p>The The Amazon Resource Name (ARN) of the code signing configuration.</p>"
-        },
-        "FunctionName":{
-          "shape":"FunctionName",
-          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> - <code>MyFunction</code>.</p> </li> <li> <p> <b>Function ARN</b> - <code>arn:aws:lambda:us-west-2:123456789012:function:MyFunction</code>.</p> </li> <li> <p> <b>Partial ARN</b> - <code>123456789012:function:MyFunction</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>"
-        }
-      }
-    },
-    "PutFunctionConcurrencyRequest":{
-      "type":"structure",
-      "required":[
-        "FunctionName",
-        "ReservedConcurrentExecutions"
-      ],
-      "members":{
-        "FunctionName":{
-          "shape":"FunctionName",
-          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> – <code>my-function</code>.</p> </li> <li> <p> <b>Function ARN</b> – <code>arn:aws:lambda:us-west-2:123456789012:function:my-function</code>.</p> </li> <li> <p> <b>Partial ARN</b> – <code>123456789012:function:my-function</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
-          "location":"uri",
-          "locationName":"FunctionName"
-        },
-        "ReservedConcurrentExecutions":{
-          "shape":"ReservedConcurrentExecutions",
-          "documentation":"<p>The number of simultaneous executions to reserve for the function.</p>"
-        }
-      }
-    },
-    "PutFunctionEventInvokeConfigRequest":{
-      "type":"structure",
-      "required":["FunctionName"],
-      "members":{
-        "FunctionName":{
-          "shape":"NamespacedFunctionName",
-          "documentation":"<p>The name or ARN of the Lambda function, version, or alias.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> - <code>my-function</code> (name-only), <code>my-function:v1</code> (with alias).</p> </li> <li> <p> <b>Function ARN</b> - <code>arn:aws:lambda:us-west-2:123456789012:function:my-function</code>.</p> </li> <li> <p> <b>Partial ARN</b> - <code>123456789012:function:my-function</code>.</p> </li> </ul> <p>You can append a version number or alias to any of the formats. The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
-          "location":"uri",
-          "locationName":"FunctionName"
-        },
-        "Qualifier":{
-          "shape":"NumericLatestPublishedOrAliasQualifier",
-          "documentation":"<p>A version number or alias name.</p>",
-          "location":"querystring",
-          "locationName":"Qualifier"
-        },
-        "MaximumRetryAttempts":{
-          "shape":"MaximumRetryAttempts",
-          "documentation":"<p>The maximum number of times to retry when the function returns an error.</p>"
-        },
-        "MaximumEventAgeInSeconds":{
-          "shape":"MaximumEventAgeInSeconds",
-          "documentation":"<p>The maximum age of a request that Lambda sends to a function for processing.</p>"
-        },
-        "DestinationConfig":{
-          "shape":"DestinationConfig",
-          "documentation":"<p>A destination for events after they have been sent to a function for processing.</p> <p class=\"title\"> <b>Destinations</b> </p> <ul> <li> <p> <b>Function</b> - The Amazon Resource Name (ARN) of a Lambda function.</p> </li> <li> <p> <b>Queue</b> - The ARN of a standard SQS queue.</p> </li> <li> <p> <b>Bucket</b> - The ARN of an Amazon S3 bucket.</p> </li> <li> <p> <b>Topic</b> - The ARN of a standard SNS topic.</p> </li> <li> <p> <b>Event Bus</b> - The ARN of an Amazon EventBridge event bus.</p> </li> </ul> <note> <p>S3 buckets are supported only for on-failure destinations. To retain records of successful invocations, use another destination type.</p> </note>"
-        }
-      }
-    },
-    "PutFunctionRecursionConfigRequest":{
-      "type":"structure",
-      "required":[
-        "FunctionName",
-        "RecursiveLoop"
-      ],
-      "members":{
-        "FunctionName":{
-          "shape":"UnqualifiedFunctionName",
-          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> – <code>my-function</code>.</p> </li> <li> <p> <b>Function ARN</b> – <code>arn:aws:lambda:us-west-2:123456789012:function:my-function</code>.</p> </li> <li> <p> <b>Partial ARN</b> – <code>123456789012:function:my-function</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
-          "location":"uri",
-          "locationName":"FunctionName"
-        },
-        "RecursiveLoop":{
-          "shape":"RecursiveLoop",
-          "documentation":"<p>If you set your function's recursive loop detection configuration to <code>Allow</code>, Lambda doesn't take any action when it detects your function being invoked as part of a recursive loop. We recommend that you only use this setting if your design intentionally uses a Lambda function to write data back to the same Amazon Web Services resource that invokes it.</p> <p>If you set your function's recursive loop detection configuration to <code>Terminate</code>, Lambda stops your function being invoked and notifies you when it detects your function being invoked as part of a recursive loop.</p> <p>By default, Lambda sets your function's configuration to <code>Terminate</code>.</p> <important> <p>If your design intentionally uses a Lambda function to write data back to the same Amazon Web Services resource that invokes the function, then use caution and implement suitable guard rails to prevent unexpected charges being billed to your Amazon Web Services account. To learn more about best practices for using recursive invocation patterns, see <a href=\"https://serverlessland.com/content/service/lambda/guides/aws-lambda-operator-guide/recursive-runaway\">Recursive patterns that cause run-away Lambda functions</a> in Serverless Land.</p> </important>"
-        }
-      }
-    },
-    "PutFunctionRecursionConfigResponse":{
-      "type":"structure",
-      "members":{
-        "RecursiveLoop":{
-          "shape":"RecursiveLoop",
-          "documentation":"<p>The status of your function's recursive loop detection configuration.</p> <p>When this value is set to <code>Allow</code>and Lambda detects your function being invoked as part of a recursive loop, it doesn't take any action.</p> <p>When this value is set to <code>Terminate</code> and Lambda detects your function being invoked as part of a recursive loop, it stops your function being invoked and notifies you. </p>"
-        }
-      }
-    },
-    "PutFunctionScalingConfigRequest":{
-      "type":"structure",
-      "required":[
-        "FunctionName",
-        "Qualifier"
-      ],
-      "members":{
-        "FunctionName":{
-          "shape":"UnqualifiedFunctionName",
-          "location":"uri",
-          "locationName":"FunctionName"
-        },
-        "Qualifier":{
-          "shape":"PublishedFunctionQualifier",
-          "location":"querystring",
-          "locationName":"Qualifier"
-        },
-        "FunctionScalingConfig":{"shape":"FunctionScalingConfig"}
-      }
-    },
-    "PutFunctionScalingConfigResponse":{
-      "type":"structure",
-      "members":{
-        "FunctionState":{"shape":"State"}
-      }
-    },
-    "PutProvisionedConcurrencyConfigRequest":{
-      "type":"structure",
-      "required":[
-        "FunctionName",
-        "Qualifier",
-        "ProvisionedConcurrentExecutions"
-      ],
-      "members":{
-        "FunctionName":{
-          "shape":"FunctionName",
-          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> – <code>my-function</code>.</p> </li> <li> <p> <b>Function ARN</b> – <code>arn:aws:lambda:us-west-2:123456789012:function:my-function</code>.</p> </li> <li> <p> <b>Partial ARN</b> – <code>123456789012:function:my-function</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
-          "location":"uri",
-          "locationName":"FunctionName"
-        },
-        "Qualifier":{
-          "shape":"Qualifier",
-          "documentation":"<p>The version number or alias name.</p>",
-          "location":"querystring",
-          "locationName":"Qualifier"
-        },
-        "ProvisionedConcurrentExecutions":{
-          "shape":"PositiveInteger",
-          "documentation":"<p>The amount of provisioned concurrency to allocate for the version or alias.</p>"
-        }
-      }
-    },
-    "PutProvisionedConcurrencyConfigResponse":{
-      "type":"structure",
-      "members":{
-        "RequestedProvisionedConcurrentExecutions":{
-          "shape":"PositiveInteger",
-          "documentation":"<p>The amount of provisioned concurrency requested.</p>"
-        },
-        "AvailableProvisionedConcurrentExecutions":{
-          "shape":"NonNegativeInteger",
-          "documentation":"<p>The amount of provisioned concurrency available.</p>"
-        },
-        "AllocatedProvisionedConcurrentExecutions":{
-          "shape":"NonNegativeInteger",
-          "documentation":"<p>The amount of provisioned concurrency allocated. When a weighted alias is used during linear and canary deployments, this value fluctuates depending on the amount of concurrency that is provisioned for the function versions.</p>"
-        },
-        "Status":{
-          "shape":"ProvisionedConcurrencyStatusEnum",
-          "documentation":"<p>The status of the allocation process.</p>"
-        },
-        "StatusReason":{
-          "shape":"String",
-          "documentation":"<p>For failed allocations, the reason that provisioned concurrency could not be allocated.</p>"
-        },
-        "LastModified":{
-          "shape":"Timestamp",
-          "documentation":"<p>The date and time that a user last updated the configuration, in <a href=\"https://www.iso.org/iso-8601-date-and-time-format.html\">ISO 8601 format</a>.</p>"
-        }
-      }
-    },
-    "PutRuntimeManagementConfigRequest":{
-      "type":"structure",
-      "required":[
-        "FunctionName",
-        "UpdateRuntimeOn"
-      ],
-      "members":{
-        "FunctionName":{
-          "shape":"NamespacedFunctionName",
-          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> – <code>my-function</code>.</p> </li> <li> <p> <b>Function ARN</b> – <code>arn:aws:lambda:us-west-2:123456789012:function:my-function</code>.</p> </li> <li> <p> <b>Partial ARN</b> – <code>123456789012:function:my-function</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
-          "location":"uri",
-          "locationName":"FunctionName"
-        },
-        "Qualifier":{
-          "shape":"NumericLatestPublishedOrAliasQualifier",
-          "documentation":"<p>Specify a version of the function. This can be <code>$LATEST</code> or a published version number. If no value is specified, the configuration for the <code>$LATEST</code> version is returned.</p>",
-          "location":"querystring",
-          "locationName":"Qualifier"
-        },
-        "UpdateRuntimeOn":{
-          "shape":"UpdateRuntimeOn",
-          "documentation":"<p>Specify the runtime update mode.</p> <ul> <li> <p> <b>Auto (default)</b> - Automatically update to the most recent and secure runtime version using a <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/runtimes-update.html#runtime-management-two-phase\">Two-phase runtime version rollout</a>. This is the best choice for most customers to ensure they always benefit from runtime updates.</p> </li> <li> <p> <b>Function update</b> - Lambda updates the runtime of your function to the most recent and secure runtime version when you update your function. This approach synchronizes runtime updates with function deployments, giving you control over when runtime updates are applied and allowing you to detect and mitigate rare runtime update incompatibilities early. When using this setting, you need to regularly update your functions to keep their runtime up-to-date.</p> </li> <li> <p> <b>Manual</b> - You specify a runtime version in your function configuration. The function will use this runtime version indefinitely. In the rare case where a new runtime version is incompatible with an existing function, this allows you to roll back your function to an earlier runtime version. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/runtimes-update.html#runtime-management-rollback\">Roll back a runtime version</a>.</p> </li> </ul>"
-        },
-        "RuntimeVersionArn":{
-          "shape":"RuntimeVersionArn",
-          "documentation":"<p>The ARN of the runtime version you want the function to use.</p> <note> <p>This is only required if you're using the <b>Manual</b> runtime update mode.</p> </note>"
-        }
-      }
-    },
-    "PutRuntimeManagementConfigResponse":{
-      "type":"structure",
-      "required":[
-        "UpdateRuntimeOn",
-        "FunctionArn"
-      ],
-      "members":{
-        "UpdateRuntimeOn":{
-          "shape":"UpdateRuntimeOn",
-          "documentation":"<p>The runtime update mode.</p>"
-        },
-        "FunctionArn":{
-          "shape":"FunctionArn",
-          "documentation":"<p>The ARN of the function</p>"
-        },
-        "RuntimeVersionArn":{
-          "shape":"RuntimeVersionArn",
-          "documentation":"<p>The ARN of the runtime the function is configured to use. If the runtime update mode is <b>manual</b>, the ARN is returned, otherwise <code>null</code> is returned.</p>"
-        }
-      }
-    },
-    "Qualifier":{
-      "type":"string",
-      "max":128,
-      "min":1,
-      "pattern":"(|[a-zA-Z0-9$_-]+)"
-    },
-    "Queue":{
-      "type":"string",
-      "max":1000,
-      "min":1,
-      "pattern":"[\\s\\S]*"
-    },
-    "Queues":{
-      "type":"list",
-      "member":{"shape":"Queue"},
-      "max":1,
-      "min":1
-    },
-    "RecursiveInvocationException":{
-      "type":"structure",
-      "members":{
-        "Type":{
-          "shape":"String",
-          "documentation":"<p>The exception type.</p>"
-        },
-        "Message":{
-          "shape":"String",
-          "documentation":"<p>The exception message.</p>"
-        }
-      },
-      "documentation":"<p>Lambda has detected your function being invoked in a recursive loop with other Amazon Web Services resources and stopped your function's invocation.</p>",
-      "error":{
-        "httpStatusCode":400,
-        "senderFault":true
-      },
-      "exception":true
-    },
-    "RecursiveLoop":{
-      "type":"string",
-      "enum":[
-        "Allow",
-        "Terminate"
-      ]
-    },
-    "RemoveLayerVersionPermissionRequest":{
-      "type":"structure",
-      "required":[
-        "LayerName",
-        "VersionNumber",
-        "StatementId"
-      ],
-      "members":{
-        "LayerName":{
-          "shape":"LayerName",
-          "documentation":"<p>The name or Amazon Resource Name (ARN) of the layer.</p>",
-          "location":"uri",
-          "locationName":"LayerName"
-        },
-        "VersionNumber":{
-          "shape":"LayerVersionNumber",
-          "documentation":"<p>The version number.</p>",
-          "location":"uri",
-          "locationName":"VersionNumber"
-        },
-        "StatementId":{
-          "shape":"StatementId",
-          "documentation":"<p>The identifier that was specified when the statement was added.</p>",
-          "location":"uri",
-          "locationName":"StatementId"
-        },
-        "RevisionId":{
-          "shape":"String",
-          "documentation":"<p>Only update the policy if the revision ID matches the ID specified. Use this option to avoid modifying a policy that has changed since you last read it.</p>",
-          "location":"querystring",
-          "locationName":"RevisionId"
-        }
-      }
-    },
-    "RemovePermissionRequest":{
-      "type":"structure",
-      "required":[
-        "FunctionName",
-        "StatementId"
-      ],
-      "members":{
-        "FunctionName":{
-          "shape":"NamespacedFunctionName",
-          "documentation":"<p>The name or ARN of the Lambda function, version, or alias.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> – <code>my-function</code> (name-only), <code>my-function:v1</code> (with alias).</p> </li> <li> <p> <b>Function ARN</b> – <code>arn:aws:lambda:us-west-2:123456789012:function:my-function</code>.</p> </li> <li> <p> <b>Partial ARN</b> – <code>123456789012:function:my-function</code>.</p> </li> </ul> <p>You can append a version number or alias to any of the formats. The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
-          "location":"uri",
-          "locationName":"FunctionName"
-        },
-        "StatementId":{
-          "shape":"NamespacedStatementId",
-          "documentation":"<p>Statement ID of the permission to remove.</p>",
-          "location":"uri",
-          "locationName":"StatementId"
-        },
-        "Qualifier":{
-          "shape":"NumericLatestPublishedOrAliasQualifier",
-          "documentation":"<p>Specify a version or alias to remove permissions from a published version of the function.</p>",
-          "location":"querystring",
-          "locationName":"Qualifier"
-        },
-        "RevisionId":{
-          "shape":"String",
-          "documentation":"<p>Update the policy only if the revision ID matches the ID that's specified. Use this option to avoid modifying a policy that has changed since you last read it.</p>",
-          "location":"querystring",
-          "locationName":"RevisionId"
-        }
-      }
-    },
-    "RequestTooLargeException":{
-      "type":"structure",
-      "members":{
-        "Type":{"shape":"String"},
-        "message":{"shape":"String"}
-      },
-      "documentation":"<p>The request payload exceeded the <code>Invoke</code> request body JSON input quota. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/gettingstarted-limits.html\">Lambda quotas</a>.</p>",
-      "error":{
-        "httpStatusCode":413,
-        "senderFault":true
-      },
-      "exception":true
-    },
-    "ReservedConcurrentExecutions":{
-      "type":"integer",
-      "box":true,
-      "min":0
-    },
-    "ResourceArn":{
-      "type":"string",
-      "pattern":"(arn:(aws[a-zA-Z-]*)?:[a-z0-9-.]+:.*)|()"
-    },
-    "ResourceConflictException":{
-      "type":"structure",
-      "members":{
-        "Type":{
-          "shape":"String",
-          "documentation":"<p>The exception type.</p>"
-        },
-        "message":{
-          "shape":"String",
-          "documentation":"<p>The exception message.</p>"
-        }
-      },
-      "documentation":"<p>The resource already exists, or another operation is in progress.</p>",
-      "error":{
-        "httpStatusCode":409,
-        "senderFault":true
-      },
-      "exception":true
-    },
-    "ResourceInUseException":{
-      "type":"structure",
-      "members":{
-        "Type":{"shape":"String"},
-        "Message":{"shape":"String"}
-      },
-      "documentation":"<p>The operation conflicts with the resource's availability. For example, you tried to update an event source mapping in the CREATING state, or you tried to delete an event source mapping currently UPDATING.</p>",
-      "error":{
-        "httpStatusCode":400,
-        "senderFault":true
-      },
-      "exception":true
-    },
-    "ResourceNotFoundException":{
-      "type":"structure",
-      "members":{
-        "Type":{"shape":"String"},
-        "Message":{"shape":"String"}
-      },
-      "documentation":"<p>The resource specified in the request does not exist.</p>",
-      "error":{
-        "httpStatusCode":404,
-        "senderFault":true
-      },
-      "exception":true
-    },
-    "ResourceNotReadyException":{
-      "type":"structure",
-      "members":{
-        "Type":{
-          "shape":"String",
-          "documentation":"<p>The exception type.</p>"
-        },
-        "message":{
-          "shape":"String",
-          "documentation":"<p>The exception message.</p>"
-        }
-      },
-      "documentation":"<p>The function is inactive and its VPC connection is no longer available. Wait for the VPC connection to reestablish and try again.</p>",
-      "error":{"httpStatusCode":502},
-      "exception":true,
-      "fault":true
-    },
-    "ResponseStreamingInvocationType":{
-      "type":"string",
-      "enum":[
-        "RequestResponse",
-        "DryRun"
-      ]
-    },
-    "RoleArn":{
-      "type":"string",
-      "pattern":"arn:(aws[a-zA-Z-]*)?:iam::\\d{12}:role/?[a-zA-Z_0-9+=,.@\\-_/]+"
-    },
-    "Runtime":{
-      "type":"string",
-      "enum":[
-        "nodejs",
-        "nodejs4.3",
-        "nodejs6.10",
-        "nodejs8.9",
-        "nodejs8.10",
-        "nodejs8.x",
-        "nodejs10.x",
-        "nodejs12.x",
-        "nodejs14.x",
-        "nodejs16.x",
-        "nodejs18.x",
-        "nodejs20.x",
-        "nodejs22.x",
-        "nodejs24.x",
-        "java8",
-        "java8.al2",
-        "java11",
-        "java17",
-        "java21",
-        "java25",
-        "python2.7",
-        "python3.4",
-        "python3.6",
-        "python3.7",
-        "python3.8",
-        "python3.9",
-        "python3.10",
-        "python3.11",
-        "python3.12",
-        "python3.13",
-        "python3.14",
-        "dotnetcore1.0",
-        "dotnetcore2.0",
-        "dotnetcore2.1",
-        "dotnetcore3.1",
-        "dotnet6",
-        "dotnet8",
-        "dotnet10",
-        "nodejs4.3-edge",
-        "python2.7-greengrass",
-        "byol",
-        "go1.9",
-        "go1.x",
-        "ruby2.5",
-        "ruby2.6",
-        "ruby2.7",
-        "ruby3.2",
-        "ruby3.3",
-        "ruby3.4",
-        "provided",
-        "provided.al2",
-        "provided.al2023",
-        "nasa",
-        "nodejs26.x",
-        "ruby3.5",
-        "python3.15"
-      ]
-    },
-    "RuntimeVersionArn":{
-      "type":"string",
-      "max":2048,
-      "min":26,
-      "pattern":"arn:(aws[a-zA-Z-]*):lambda:(eusc-)?[a-z]{2}((-gov)|(-iso(b?)))?-[a-z]+-\\d{1}::runtime:.+"
-    },
-    "RuntimeVersionConfig":{
-      "type":"structure",
-      "members":{
-        "RuntimeVersionArn":{
-          "shape":"RuntimeVersionArn",
-          "documentation":"<p>The ARN of the runtime version you want the function to use.</p>"
-        },
-        "Error":{
-          "shape":"RuntimeVersionError",
-          "documentation":"<p>Error response when Lambda is unable to retrieve the runtime version for a function.</p>"
-        }
-      },
-      "documentation":"<p>The ARN of the runtime and any errors that occured.</p>"
-    },
-    "RuntimeVersionError":{
-      "type":"structure",
-      "members":{
-        "ErrorCode":{
-          "shape":"String",
-          "documentation":"<p>The error code.</p>"
-        },
-        "Message":{
-          "shape":"SensitiveString",
-          "documentation":"<p>The error message.</p>"
-        }
-      },
-      "documentation":"<p>Any error returned when the runtime version information for the function could not be retrieved.</p>"
-    },
-    "S3Bucket":{
-      "type":"string",
-      "max":63,
-      "min":3,
-      "pattern":"[0-9A-Za-z\\.\\-_]*(?<!\\.)"
-    },
-    "S3Key":{
-      "type":"string",
-      "max":1024,
-      "min":1
-    },
-    "S3ObjectVersion":{
-      "type":"string",
-      "max":1024,
-      "min":1
-    },
-    "ScalingConfig":{
-      "type":"structure",
-      "members":{
-        "MaximumConcurrency":{
-          "shape":"MaximumConcurrency",
-          "documentation":"<p>Limits the number of concurrent instances that the Amazon SQS event source can invoke.</p>"
-        }
-      },
-      "documentation":"<p>(Amazon SQS only) The scaling configuration for the event source. To remove the configuration, pass an empty value.</p>"
-    },
-    "SchemaRegistryEventRecordFormat":{
-      "type":"string",
-      "enum":[
-        "JSON",
-        "SOURCE"
-      ]
-    },
-    "SchemaRegistryUri":{
-      "type":"string",
-      "max":10000,
-      "min":1,
-      "pattern":"[a-zA-Z0-9-\\/*:_+=.@-]*"
-    },
-    "SecurityGroupId":{"type":"string"},
-    "SecurityGroupIds":{
-      "type":"list",
-      "member":{"shape":"SecurityGroupId"},
-      "max":5,
-      "min":0
-    },
-    "SelfManagedEventSource":{
-      "type":"structure",
-      "members":{
-        "Endpoints":{
-          "shape":"Endpoints",
-          "documentation":"<p>The list of bootstrap servers for your Kafka brokers in the following format: <code>\"KAFKA_BOOTSTRAP_SERVERS\": [\"abc.xyz.com:xxxx\",\"abc2.xyz.com:xxxx\"]</code>.</p>"
-        }
-      },
-      "documentation":"<p>The self-managed Apache Kafka cluster for your event source.</p>"
-    },
-    "SelfManagedKafkaEventSourceConfig":{
-      "type":"structure",
-      "members":{
-        "ConsumerGroupId":{
-          "shape":"URI",
-          "documentation":"<p> The identifier for the Kafka consumer group to join. The consumer group ID must be unique among all your Kafka event sources. After creating a Kafka event source mapping with the consumer group ID specified, you cannot update this value. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-kafka-process.html#services-smaa-topic-add\">Customizable consumer group ID</a>.</p>"
-        },
-        "SchemaRegistryConfig":{
-          "shape":"KafkaSchemaRegistryConfig",
-          "documentation":"<p>Specific configuration settings for a Kafka schema registry.</p>"
-        }
-      },
-      "documentation":"<p>Specific configuration settings for a self-managed Apache Kafka event source.</p>"
-    },
-    "SensitiveString":{
-      "type":"string",
-      "sensitive":true
-    },
-    "SerializedRequestEntityTooLargeException":{
-      "type":"structure",
-      "members":{
-        "Type":{"shape":"String"},
-        "message":{"shape":"String"}
-      },
-      "error":{
-        "httpStatusCode":413,
-        "senderFault":true
-      },
-      "exception":true
-    },
-    "ServiceException":{
-      "type":"structure",
-      "members":{
-        "Type":{"shape":"String"},
-        "Message":{"shape":"String"}
-      },
-      "documentation":"<p>The Lambda service encountered an internal error.</p>",
-      "error":{"httpStatusCode":500},
-      "exception":true,
-      "fault":true
-    },
-    "SigningProfileVersionArns":{
-      "type":"list",
-      "member":{"shape":"Arn"},
-      "max":20,
-      "min":1
-    },
-    "SnapStart":{
-      "type":"structure",
-      "members":{
-        "ApplyOn":{
-          "shape":"SnapStartApplyOn",
-          "documentation":"<p>Set to <code>PublishedVersions</code> to create a snapshot of the initialized execution environment when you publish a function version.</p>"
-        }
-      },
-      "documentation":"<p>The function's <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/snapstart.html\">Lambda SnapStart</a> setting. Set <code>ApplyOn</code> to <code>PublishedVersions</code> to create a snapshot of the initialized execution environment when you publish a function version.</p>"
-    },
-    "SnapStartApplyOn":{
-      "type":"string",
-      "enum":[
-        "PublishedVersions",
-        "None"
-      ]
-    },
-    "SnapStartException":{
-      "type":"structure",
-      "members":{
-        "Type":{"shape":"String"},
-        "Message":{"shape":"String"}
-      },
-      "documentation":"<p>The <code>afterRestore()</code> <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/snapstart-runtime-hooks.html\">runtime hook</a> encountered an error. For more information, check the Amazon CloudWatch logs.</p>",
-      "error":{
-        "httpStatusCode":400,
-        "senderFault":true
-      },
-      "exception":true
-    },
-    "SnapStartNotReadyException":{
-      "type":"structure",
-      "members":{
-        "Type":{"shape":"String"},
-        "Message":{"shape":"String"}
-      },
-      "documentation":"<p>Lambda is initializing your function. You can invoke the function when the <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/functions-states.html\">function state</a> becomes <code>Active</code>.</p>",
-      "error":{
-        "httpStatusCode":409,
-        "senderFault":true
-      },
-      "exception":true
-    },
-    "SnapStartOptimizationStatus":{
-      "type":"string",
-      "enum":[
-        "On",
-        "Off"
-      ]
-    },
-    "SnapStartResponse":{
-      "type":"structure",
-      "members":{
-        "ApplyOn":{
-          "shape":"SnapStartApplyOn",
-          "documentation":"<p>When set to <code>PublishedVersions</code>, Lambda creates a snapshot of the execution environment when you publish a function version.</p>"
-        },
-        "OptimizationStatus":{
-          "shape":"SnapStartOptimizationStatus",
-          "documentation":"<p>When you provide a <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-versions.html#versioning-versions-using\">qualified Amazon Resource Name (ARN)</a>, this response element indicates whether SnapStart is activated for the specified function version.</p>"
-        }
-      },
-      "documentation":"<p>The function's <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/snapstart.html\">SnapStart</a> setting.</p>"
-    },
-    "SnapStartTimeoutException":{
-      "type":"structure",
-      "members":{
-        "Type":{"shape":"String"},
-        "Message":{"shape":"String"}
-      },
-      "documentation":"<p>Lambda couldn't restore the snapshot within the timeout limit.</p>",
-      "error":{
-        "httpStatusCode":408,
-        "senderFault":true
-      },
-      "exception":true
-    },
-    "SourceAccessConfiguration":{
-      "type":"structure",
-      "members":{
-        "Type":{
-          "shape":"SourceAccessType",
-          "documentation":"<p>The type of authentication protocol, VPC components, or virtual host for your event source. For example: <code>\"Type\":\"SASL_SCRAM_512_AUTH\"</code>.</p> <ul> <li> <p> <code>BASIC_AUTH</code> – (Amazon MQ) The Secrets Manager secret that stores your broker credentials.</p> </li> <li> <p> <code>BASIC_AUTH</code> – (Self-managed Apache Kafka) The Secrets Manager ARN of your secret key used for SASL/PLAIN authentication of your Apache Kafka brokers.</p> </li> <li> <p> <code>VPC_SUBNET</code> – (Self-managed Apache Kafka) The subnets associated with your VPC. Lambda connects to these subnets to fetch data from your self-managed Apache Kafka cluster.</p> </li> <li> <p> <code>VPC_SECURITY_GROUP</code> – (Self-managed Apache Kafka) The VPC security group used to manage access to your self-managed Apache Kafka brokers.</p> </li> <li> <p> <code>SASL_SCRAM_256_AUTH</code> – (Self-managed Apache Kafka) The Secrets Manager ARN of your secret key used for SASL SCRAM-256 authentication of your self-managed Apache Kafka brokers.</p> </li> <li> <p> <code>SASL_SCRAM_512_AUTH</code> – (Amazon MSK, Self-managed Apache Kafka) The Secrets Manager ARN of your secret key used for SASL SCRAM-512 authentication of your self-managed Apache Kafka brokers.</p> </li> <li> <p> <code>VIRTUAL_HOST</code> –- (RabbitMQ) The name of the virtual host in your RabbitMQ broker. Lambda uses this RabbitMQ host as the event source. This property cannot be specified in an UpdateEventSourceMapping API call.</p> </li> <li> <p> <code>CLIENT_CERTIFICATE_TLS_AUTH</code> – (Amazon MSK, self-managed Apache Kafka) The Secrets Manager ARN of your secret key containing the certificate chain (X.509 PEM), private key (PKCS#8 PEM), and private key password (optional) used for mutual TLS authentication of your MSK/Apache Kafka brokers.</p> </li> <li> <p> <code>SERVER_ROOT_CA_CERTIFICATE</code> – (Self-managed Apache Kafka) The Secrets Manager ARN of your secret key containing the root CA certificate (X.509 PEM) used for TLS encryption of your Apache Kafka brokers. </p> </li> </ul>"
-        },
-        "URI":{
-          "shape":"URI",
-          "documentation":"<p>The value for your chosen configuration in <code>Type</code>. For example: <code>\"URI\": \"arn:aws:secretsmanager:us-east-1:01234567890:secret:MyBrokerSecretName\"</code>.</p>"
-        }
-      },
-      "documentation":"<p>To secure and define access to your event source, you can specify the authentication protocol, VPC components, or virtual host.</p>"
-    },
-    "SourceAccessConfigurations":{
-      "type":"list",
-      "member":{"shape":"SourceAccessConfiguration"},
-      "max":22,
-      "min":0
-    },
-    "SourceAccessType":{
-      "type":"string",
-      "enum":[
-        "BASIC_AUTH",
-        "VPC_SUBNET",
-        "VPC_SECURITY_GROUP",
-        "SASL_SCRAM_512_AUTH",
-        "SASL_SCRAM_256_AUTH",
-        "VIRTUAL_HOST",
-        "CLIENT_CERTIFICATE_TLS_AUTH",
-        "SERVER_ROOT_CA_CERTIFICATE"
-      ]
-    },
-    "SourceOwner":{
-      "type":"string",
-      "max":12,
-      "min":0,
-      "pattern":"\\d{12}"
-    },
-    "State":{
-      "type":"string",
-      "enum":[
-        "Pending",
-        "Active",
-        "Inactive",
-        "Failed",
-        "Deactivating",
-        "Deactivated",
-        "ActiveNonInvocable",
-        "Deleting"
-      ]
-    },
-    "StateReason":{"type":"string"},
-    "StateReasonCode":{
-      "type":"string",
-      "enum":[
-        "Idle",
-        "Creating",
-        "Restoring",
-        "EniLimitExceeded",
-        "InsufficientRolePermissions",
-        "InvalidConfiguration",
-        "InternalError",
-        "SubnetOutOfIPAddresses",
-        "InvalidSubnet",
-        "InvalidSecurityGroup",
-        "ImageDeleted",
-        "ImageAccessDenied",
-        "InvalidImage",
-        "KMSKeyAccessDenied",
-        "KMSKeyNotFound",
-        "InvalidStateKMSKey",
-        "DisabledKMSKey",
-        "EFSIOError",
-        "EFSMountConnectivityError",
-        "EFSMountFailure",
-        "EFSMountTimeout",
-        "InvalidRuntime",
-        "InvalidZipFileException",
-        "FunctionError",
-        "VcpuLimitExceeded",
-        "CapacityProviderScalingLimitExceeded",
-        "InsufficientCapacity",
-        "EC2RequestLimitExceeded",
-        "FunctionError.InitTimeout",
-        "FunctionError.RuntimeInitError",
-        "FunctionError.ExtensionInitError",
-        "FunctionError.InvalidEntryPoint",
-        "FunctionError.InvalidWorkingDirectory",
-        "FunctionError.PermissionDenied",
-        "FunctionError.TooManyExtensions",
-        "FunctionError.InitResourceExhausted"
-      ]
-    },
-    "StatementId":{
-      "type":"string",
-      "max":100,
-      "min":1,
-      "pattern":"([a-zA-Z0-9-_]+)"
-    },
-    "String":{"type":"string"},
-    "StringList":{
-      "type":"list",
-      "member":{"shape":"String"},
-      "max":1500,
-      "min":0
-    },
-    "SubnetIPAddressLimitReachedException":{
-      "type":"structure",
-      "members":{
-        "Type":{"shape":"String"},
-        "Message":{"shape":"String"}
-      },
-      "documentation":"<p>Lambda couldn't set up VPC access for the Lambda function because one or more configured subnets has no available IP addresses.</p>",
-      "error":{"httpStatusCode":502},
-      "exception":true,
-      "fault":true
-    },
-    "SubnetId":{"type":"string"},
-    "SubnetIds":{
-      "type":"list",
-      "member":{"shape":"SubnetId"},
-      "max":16,
-      "min":0
-    },
-    "SystemLogLevel":{
-      "type":"string",
-      "enum":[
-        "DEBUG",
-        "INFO",
-        "WARN"
-      ]
-    },
-    "TagKey":{"type":"string"},
-    "TagKeyList":{
-      "type":"list",
-      "member":{"shape":"TagKey"}
-    },
-    "TagResourceRequest":{
-      "type":"structure",
-      "required":[
-        "Resource",
-        "Tags"
-      ],
-      "members":{
-        "Resource":{
-          "shape":"TaggableResource",
-          "documentation":"<p>The resource's Amazon Resource Name (ARN).</p>",
-          "location":"uri",
-          "locationName":"Resource"
-        },
-        "Tags":{
-          "shape":"Tags",
-          "documentation":"<p>A list of tags to apply to the resource.</p>"
-        }
-      }
-    },
-    "TagValue":{"type":"string"},
-    "TaggableResource":{
-      "type":"string",
-      "max":256,
-      "min":1,
-      "pattern":"arn:(aws[a-zA-Z-]*):lambda:(eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:\\d{12}:(function:[a-zA-Z0-9-_]+(:(\\$LATEST|[a-zA-Z0-9-_]+))?|code-signing-config:csc-[a-z0-9]{17}|event-source-mapping:[0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{12}|capacity-provider:[a-zA-Z0-9-_]+)"
-    },
-    "Tags":{
-      "type":"map",
-      "key":{"shape":"TagKey"},
-      "value":{"shape":"TagValue"}
-    },
-    "TagsError":{
-      "type":"structure",
-      "required":[
-        "ErrorCode",
-        "Message"
-      ],
-      "members":{
-        "ErrorCode":{
-          "shape":"TagsErrorCode",
-          "documentation":"<p>The error code.</p>"
-        },
-        "Message":{
-          "shape":"TagsErrorMessage",
-          "documentation":"<p>The error message.</p>"
-        }
-      },
-      "documentation":"<p>An object that contains details about an error related to retrieving tags.</p>"
-    },
-    "TagsErrorCode":{
-      "type":"string",
-      "max":21,
-      "min":10,
-      "pattern":"[A-Za-z]+Exception"
-    },
-    "TagsErrorMessage":{
-      "type":"string",
-      "max":1000,
-      "min":84,
-      "pattern":".*"
-    },
-    "TargetTrackingScalingPolicy":{
-      "type":"structure",
-      "required":[
-        "PredefinedMetricType",
-        "TargetValue"
-      ],
-      "members":{
-        "PredefinedMetricType":{"shape":"CapacityProviderPredefinedMetricType"},
-        "TargetValue":{"shape":"MetricTargetValue"}
-      }
-    },
-    "ThrottleReason":{
-      "type":"string",
-      "enum":[
-        "ConcurrentInvocationLimitExceeded",
-        "FunctionInvocationRateLimitExceeded",
-        "ReservedFunctionConcurrentInvocationLimitExceeded",
-        "ReservedFunctionInvocationRateLimitExceeded",
-        "CallerRateLimitExceeded",
-        "ConcurrentSnapshotCreateLimitExceeded"
-      ]
-    },
-    "Timeout":{
-      "type":"integer",
-      "box":true,
-      "min":1
-    },
-    "Timestamp":{"type":"string"},
-    "TooManyRequestsException":{
-      "type":"structure",
-      "members":{
-        "retryAfterSeconds":{
-          "shape":"String",
-          "documentation":"<p>The number of seconds the caller should wait before retrying.</p>",
-          "location":"header",
-          "locationName":"Retry-After"
-        },
-        "Type":{"shape":"String"},
-        "message":{"shape":"String"},
-        "Reason":{"shape":"ThrottleReason"}
-      },
-      "documentation":"<p>The request throughput limit was exceeded. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/gettingstarted-limits.html#api-requests\">Lambda quotas</a>.</p>",
-      "error":{
-        "httpStatusCode":429,
-        "senderFault":true
-      },
-      "exception":true
-    },
-    "Topic":{
-      "type":"string",
-      "max":249,
-      "min":1,
-      "pattern":"[^.]([a-zA-Z0-9\\-_.]+)"
-    },
-    "Topics":{
-      "type":"list",
-      "member":{"shape":"Topic"},
-      "max":1,
-      "min":1
-    },
-    "TracingConfig":{
-      "type":"structure",
-      "members":{
-        "Mode":{
-          "shape":"TracingMode",
-          "documentation":"<p>The tracing mode.</p>"
-        }
-      },
-      "documentation":"<p>The function's <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/services-xray.html\">X-Ray</a> tracing configuration. To sample and record incoming requests, set <code>Mode</code> to <code>Active</code>.</p>"
-    },
-    "TracingConfigResponse":{
-      "type":"structure",
-      "members":{
-        "Mode":{
-          "shape":"TracingMode",
-          "documentation":"<p>The tracing mode.</p>"
-        }
-      },
-      "documentation":"<p>The function's X-Ray tracing configuration.</p>"
-    },
-    "TracingMode":{
-      "type":"string",
-      "enum":[
-        "Active",
-        "PassThrough"
-      ]
-    },
-    "TumblingWindowInSeconds":{
-      "type":"integer",
-      "box":true,
-      "max":900,
-      "min":0
-    },
-    "URI":{
-      "type":"string",
-      "max":200,
-      "min":1,
-      "pattern":"[a-zA-Z0-9-\\/*:_+=.@-]*"
-    },
-    "UnqualifiedFunctionName":{
-      "type":"string",
-      "max":140,
-      "min":1,
-      "pattern":"(arn:(aws[a-zA-Z-]*)?:lambda:)?((eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:)?(\\d{12}:)?(function:)?([a-zA-Z0-9-_]+)"
-    },
-    "UnreservedConcurrentExecutions":{
-      "type":"integer",
-      "box":true,
-      "min":0
-    },
-    "UnsupportedMediaTypeException":{
-      "type":"structure",
-      "members":{
-        "Type":{"shape":"String"},
-        "message":{"shape":"String"}
-      },
-      "documentation":"<p>The content type of the <code>Invoke</code> request body is not JSON.</p>",
-      "error":{
-        "httpStatusCode":415,
-        "senderFault":true
-      },
-      "exception":true
-    },
-    "UntagResourceRequest":{
-      "type":"structure",
-      "required":[
-        "Resource",
-        "TagKeys"
-      ],
-      "members":{
-        "Resource":{
-          "shape":"TaggableResource",
-          "documentation":"<p>The resource's Amazon Resource Name (ARN).</p>",
-          "location":"uri",
-          "locationName":"Resource"
-        },
-        "TagKeys":{
-          "shape":"TagKeyList",
-          "documentation":"<p>A list of tag keys to remove from the resource.</p>",
-          "location":"querystring",
-          "locationName":"tagKeys"
-        }
-      }
-    },
-    "UpdateAliasRequest":{
-      "type":"structure",
-      "required":[
-        "FunctionName",
-        "Name"
-      ],
-      "members":{
-        "FunctionName":{
-          "shape":"FunctionName",
-          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> - <code>MyFunction</code>.</p> </li> <li> <p> <b>Function ARN</b> - <code>arn:aws:lambda:us-west-2:123456789012:function:MyFunction</code>.</p> </li> <li> <p> <b>Partial ARN</b> - <code>123456789012:function:MyFunction</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
-          "location":"uri",
-          "locationName":"FunctionName"
-        },
-        "Name":{
-          "shape":"Alias",
-          "documentation":"<p>The name of the alias.</p>",
-          "location":"uri",
-          "locationName":"Name"
-        },
-        "FunctionVersion":{
-          "shape":"VersionWithLatestPublished",
-          "documentation":"<p>The function version that the alias invokes.</p>"
-        },
-        "Description":{
-          "shape":"Description",
-          "documentation":"<p>A description of the alias.</p>"
-        },
-        "RoutingConfig":{
-          "shape":"AliasRoutingConfiguration",
-          "documentation":"<p>The <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-aliases.html#configuring-alias-routing\">routing configuration</a> of the alias.</p>"
-        },
-        "RevisionId":{
-          "shape":"String",
-          "documentation":"<p>Only update the alias if the revision ID matches the ID that's specified. Use this option to avoid modifying an alias that has changed since you last read it.</p>"
-        }
-      }
-    },
-    "UpdateCapacityProviderRequest":{
-      "type":"structure",
-      "required":["CapacityProviderName"],
-      "members":{
-        "CapacityProviderName":{
-          "shape":"CapacityProviderName",
-          "location":"uri",
-          "locationName":"CapacityProviderName"
-        },
-        "CapacityProviderScalingConfig":{"shape":"CapacityProviderScalingConfig"}
-      }
-    },
-    "UpdateCapacityProviderResponse":{
-      "type":"structure",
-      "required":["CapacityProvider"],
-      "members":{
-        "CapacityProvider":{"shape":"CapacityProvider"}
-      }
-    },
-    "UpdateCodeSigningConfigRequest":{
-      "type":"structure",
-      "required":["CodeSigningConfigArn"],
-      "members":{
-        "CodeSigningConfigArn":{
-          "shape":"CodeSigningConfigArn",
-          "documentation":"<p>The The Amazon Resource Name (ARN) of the code signing configuration.</p>",
-          "location":"uri",
-          "locationName":"CodeSigningConfigArn"
-        },
-        "Description":{
-          "shape":"Description",
-          "documentation":"<p>Descriptive name for this code signing configuration.</p>"
-        },
-        "AllowedPublishers":{
-          "shape":"AllowedPublishers",
-          "documentation":"<p>Signing profiles for this code signing configuration.</p>"
-        },
-        "CodeSigningPolicies":{
-          "shape":"CodeSigningPolicies",
-          "documentation":"<p>The code signing policy.</p>"
-        }
-      }
-    },
-    "UpdateCodeSigningConfigResponse":{
-      "type":"structure",
-      "required":["CodeSigningConfig"],
-      "members":{
-        "CodeSigningConfig":{
-          "shape":"CodeSigningConfig",
-          "documentation":"<p>The code signing configuration</p>"
-        }
-      }
-    },
-    "UpdateEventSourceMappingRequest":{
-      "type":"structure",
-      "required":["UUID"],
-      "members":{
-        "UUID":{
-          "shape":"String",
-          "documentation":"<p>The identifier of the event source mapping.</p>",
-          "location":"uri",
-          "locationName":"UUID"
-        },
-        "FunctionName":{
-          "shape":"NamespacedFunctionName",
-          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> – <code>MyFunction</code>.</p> </li> <li> <p> <b>Function ARN</b> – <code>arn:aws:lambda:us-west-2:123456789012:function:MyFunction</code>.</p> </li> <li> <p> <b>Version or Alias ARN</b> – <code>arn:aws:lambda:us-west-2:123456789012:function:MyFunction:PROD</code>.</p> </li> <li> <p> <b>Partial ARN</b> – <code>123456789012:function:MyFunction</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it's limited to 64 characters in length.</p>"
-        },
-        "Enabled":{
-          "shape":"Enabled",
-          "documentation":"<p>When true, the event source mapping is active. When false, Lambda pauses polling and invocation.</p> <p>Default: True</p>"
-        },
-        "BatchSize":{
-          "shape":"BatchSize",
-          "documentation":"<p>The maximum number of records in each batch that Lambda pulls from your stream or queue and sends to your function. Lambda passes all of the records in the batch to the function in a single call, up to the payload limit for synchronous invocation (6 MB).</p> <ul> <li> <p> <b>Amazon Kinesis</b> – Default 100. Max 10,000.</p> </li> <li> <p> <b>Amazon DynamoDB Streams</b> – Default 100. Max 10,000.</p> </li> <li> <p> <b>Amazon Simple Queue Service</b> – Default 10. For standard queues the max is 10,000. For FIFO queues the max is 10.</p> </li> <li> <p> <b>Amazon Managed Streaming for Apache Kafka</b> – Default 100. Max 10,000.</p> </li> <li> <p> <b>Self-managed Apache Kafka</b> – Default 100. Max 10,000.</p> </li> <li> <p> <b>Amazon MQ (ActiveMQ and RabbitMQ)</b> – Default 100. Max 10,000.</p> </li> <li> <p> <b>DocumentDB</b> – Default 100. Max 10,000.</p> </li> </ul>"
-        },
-        "FilterCriteria":{
-          "shape":"FilterCriteria",
-          "documentation":"<p>An object that defines the filter criteria that determine whether Lambda should process an event. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/invocation-eventfiltering.html\">Lambda event filtering</a>.</p>"
-        },
-        "MaximumBatchingWindowInSeconds":{
-          "shape":"MaximumBatchingWindowInSeconds",
-          "documentation":"<p>The maximum amount of time, in seconds, that Lambda spends gathering records before invoking the function. You can configure <code>MaximumBatchingWindowInSeconds</code> to any value from 0 seconds to 300 seconds in increments of seconds.</p> <p>For Kinesis, DynamoDB, and Amazon SQS event sources, the default batching window is 0 seconds. For Amazon MSK, Self-managed Apache Kafka, Amazon MQ, and DocumentDB event sources, the default batching window is 500 ms. Note that because you can only change <code>MaximumBatchingWindowInSeconds</code> in increments of seconds, you cannot revert back to the 500 ms default batching window after you have changed it. To restore the default batching window, you must create a new event source mapping.</p> <p>Related setting: For Kinesis, DynamoDB, and Amazon SQS event sources, when you set <code>BatchSize</code> to a value greater than 10, you must set <code>MaximumBatchingWindowInSeconds</code> to at least 1.</p>"
-        },
-        "DestinationConfig":{
-          "shape":"DestinationConfig",
-          "documentation":"<p>(Kinesis, DynamoDB Streams, Amazon MSK, and self-managed Kafka only) A configuration object that specifies the destination of an event after Lambda processes it.</p>"
-        },
-        "MaximumRecordAgeInSeconds":{
-          "shape":"MaximumRecordAgeInSeconds",
-          "documentation":"<p>(Kinesis and DynamoDB Streams only) Discard records older than the specified age. The default value is infinite (-1).</p>"
-        },
-        "BisectBatchOnFunctionError":{
-          "shape":"BisectBatchOnFunctionError",
-          "documentation":"<p>(Kinesis and DynamoDB Streams only) If the function returns an error, split the batch in two and retry.</p>"
-        },
-        "MaximumRetryAttempts":{
-          "shape":"MaximumRetryAttemptsEventSourceMapping",
-          "documentation":"<p>(Kinesis and DynamoDB Streams only) Discard records after the specified number of retries. The default value is infinite (-1). When set to infinite (-1), failed records are retried until the record expires.</p>"
-        },
-        "ParallelizationFactor":{
-          "shape":"ParallelizationFactor",
-          "documentation":"<p>(Kinesis and DynamoDB Streams only) The number of batches to process from each shard concurrently.</p>"
-        },
-        "SourceAccessConfigurations":{
-          "shape":"SourceAccessConfigurations",
-          "documentation":"<p>An array of authentication protocols or VPC components required to secure your event source.</p>"
-        },
-        "TumblingWindowInSeconds":{
-          "shape":"TumblingWindowInSeconds",
-          "documentation":"<p>(Kinesis and DynamoDB Streams only) The duration in seconds of a processing window for DynamoDB and Kinesis Streams event sources. A value of 0 seconds indicates no tumbling window.</p>"
-        },
-        "FunctionResponseTypes":{
-          "shape":"FunctionResponseTypeList",
-          "documentation":"<p>(Kinesis, DynamoDB Streams, and Amazon SQS) A list of current response type enums applied to the event source mapping.</p>"
-        },
-        "ScalingConfig":{
-          "shape":"ScalingConfig",
-          "documentation":"<p>(Amazon SQS only) The scaling configuration for the event source. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/with-sqs.html#events-sqs-max-concurrency\">Configuring maximum concurrency for Amazon SQS event sources</a>.</p>"
-        },
-        "AmazonManagedKafkaEventSourceConfig":{"shape":"AmazonManagedKafkaEventSourceConfig"},
-        "SelfManagedKafkaEventSourceConfig":{"shape":"SelfManagedKafkaEventSourceConfig"},
-        "DocumentDBEventSourceConfig":{
-          "shape":"DocumentDBEventSourceConfig",
-          "documentation":"<p>Specific configuration settings for a DocumentDB event source.</p>"
-        },
-        "KMSKeyArn":{
-          "shape":"KMSKeyArn",
-          "documentation":"<p> The ARN of the Key Management Service (KMS) customer managed key that Lambda uses to encrypt your function's <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/invocation-eventfiltering.html#filtering-basics\">filter criteria</a>. By default, Lambda does not encrypt your filter criteria object. Specify this property to encrypt data using your own customer managed key. </p>"
-        },
-        "MetricsConfig":{
-          "shape":"EventSourceMappingMetricsConfig",
-          "documentation":"<p>The metrics configuration for your event source. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/monitoring-metrics-types.html#event-source-mapping-metrics\">Event source mapping metrics</a>.</p>"
-        },
-        "ProvisionedPollerConfig":{
-          "shape":"ProvisionedPollerConfig",
-          "documentation":"<p>(Amazon MSK and self-managed Apache Kafka only) The provisioned mode configuration for the event source. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/invocation-eventsourcemapping.html#invocation-eventsourcemapping-provisioned-mode\">provisioned mode</a>.</p>"
-        }
-      }
-    },
-    "UpdateFunctionCodeRequest":{
-      "type":"structure",
-      "required":["FunctionName"],
-      "members":{
-        "FunctionName":{
-          "shape":"FunctionName",
-          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> – <code>my-function</code>.</p> </li> <li> <p> <b>Function ARN</b> – <code>arn:aws:lambda:us-west-2:123456789012:function:my-function</code>.</p> </li> <li> <p> <b>Partial ARN</b> – <code>123456789012:function:my-function</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
-          "location":"uri",
-          "locationName":"FunctionName"
-        },
-        "ZipFile":{
-          "shape":"Blob",
-          "documentation":"<p>The base64-encoded contents of the deployment package. Amazon Web Services SDK and CLI clients handle the encoding for you. Use only with a function defined with a .zip file archive deployment package.</p>"
-        },
-        "S3Bucket":{
-          "shape":"S3Bucket",
-          "documentation":"<p>An Amazon S3 bucket in the same Amazon Web Services Region as your function. The bucket can be in a different Amazon Web Services account. Use only with a function defined with a .zip file archive deployment package.</p>"
-        },
-        "S3Key":{
-          "shape":"S3Key",
-          "documentation":"<p>The Amazon S3 key of the deployment package. Use only with a function defined with a .zip file archive deployment package.</p>"
-        },
-        "S3ObjectVersion":{
-          "shape":"S3ObjectVersion",
-          "documentation":"<p>For versioned objects, the version of the deployment package object to use.</p>"
-        },
-        "ImageUri":{
-          "shape":"String",
-          "documentation":"<p>URI of a container image in the Amazon ECR registry. Do not use for a function defined with a .zip file archive.</p>"
-        },
-        "Publish":{
-          "shape":"Boolean",
-          "documentation":"<p>Set to true to publish a new version of the function after updating the code. This has the same effect as calling <a>PublishVersion</a> separately.</p>"
-        },
-        "DryRun":{
-          "shape":"Boolean",
-          "documentation":"<p>Set to true to validate the request parameters and access permissions without modifying the function code.</p>"
-        },
-        "RevisionId":{
-          "shape":"String",
-          "documentation":"<p>Update the function only if the revision ID matches the ID that's specified. Use this option to avoid modifying a function that has changed since you last read it.</p>"
-        },
-        "Architectures":{
-          "shape":"ArchitecturesList",
-          "documentation":"<p>The instruction set architecture that the function supports. Enter a string array with one of the valid values (arm64 or x86_64). The default value is <code>x86_64</code>.</p>"
-        },
-        "SourceKMSKeyArn":{
-          "shape":"KMSKeyArn",
-          "documentation":"<p>The ARN of the Key Management Service (KMS) customer managed key that's used to encrypt your function's .zip deployment package. If you don't provide a customer managed key, Lambda uses an Amazon Web Services managed key.</p>"
-        },
-        "PublishTo":{"shape":"FunctionVersionLatestPublished"}
-      }
-    },
-    "UpdateFunctionConfigurationRequest":{
-      "type":"structure",
-      "required":["FunctionName"],
-      "members":{
-        "FunctionName":{
-          "shape":"FunctionName",
-          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> – <code>my-function</code>.</p> </li> <li> <p> <b>Function ARN</b> – <code>arn:aws:lambda:us-west-2:123456789012:function:my-function</code>.</p> </li> <li> <p> <b>Partial ARN</b> – <code>123456789012:function:my-function</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
-          "location":"uri",
-          "locationName":"FunctionName"
-        },
-        "Role":{
-          "shape":"RoleArn",
-          "documentation":"<p>The Amazon Resource Name (ARN) of the function's execution role.</p>"
-        },
-        "Handler":{
-          "shape":"Handler",
-          "documentation":"<p>The name of the method within your code that Lambda calls to run your function. Handler is required if the deployment package is a .zip file archive. The format includes the file name. It can also include namespaces and other qualifiers, depending on the runtime. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/foundation-progmodel.html\">Lambda programming model</a>.</p>"
-        },
-        "Description":{
-          "shape":"Description",
-          "documentation":"<p>A description of the function.</p>"
-        },
-        "Timeout":{
-          "shape":"Timeout",
-          "documentation":"<p>The amount of time (in seconds) that Lambda allows a function to run before stopping it. The default is 3 seconds. The maximum allowed value is 900 seconds. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/runtimes-context.html\">Lambda execution environment</a>.</p>"
-        },
-        "MemorySize":{
-          "shape":"MemorySize",
-          "documentation":"<p>The amount of <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-function-common.html#configuration-memory-console\">memory available to the function</a> at runtime. Increasing the function memory also increases its CPU allocation. The default value is 128 MB. The value can be any multiple of 1 MB.</p>"
-        },
-        "VpcConfig":{
-          "shape":"VpcConfig",
-          "documentation":"<p>For network connectivity to Amazon Web Services resources in a VPC, specify a list of security groups and subnets in the VPC. When you connect a function to a VPC, it can access resources and the internet only through that VPC. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-vpc.html\">Configuring a Lambda function to access resources in a VPC</a>.</p>"
-        },
-        "Environment":{
-          "shape":"Environment",
-          "documentation":"<p>Environment variables that are accessible from function code during execution.</p>"
-        },
-        "Runtime":{
-          "shape":"Runtime",
-          "documentation":"<p>The identifier of the function's <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/lambda-runtimes.html\"> runtime</a>. Runtime is required if the deployment package is a .zip file archive. Specifying a runtime results in an error if you're deploying a function using a container image.</p> <p>The following list includes deprecated runtimes. Lambda blocks creating new functions and updating existing functions shortly after each runtime is deprecated. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/lambda-runtimes.html#runtime-deprecation-levels\">Runtime use after deprecation</a>.</p> <p>For a list of all currently supported runtimes, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/lambda-runtimes.html#runtimes-supported\">Supported runtimes</a>.</p>"
-        },
-        "DeadLetterConfig":{
-          "shape":"DeadLetterConfig",
-          "documentation":"<p>A dead-letter queue configuration that specifies the queue or topic where Lambda sends asynchronous events when they fail processing. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/invocation-async.html#invocation-dlq\">Dead-letter queues</a>.</p>"
-        },
-        "KMSKeyArn":{
-          "shape":"KMSKeyArn",
-          "documentation":"<p>The ARN of the Key Management Service (KMS) customer managed key that's used to encrypt the following resources:</p> <ul> <li> <p>The function's <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-envvars.html#configuration-envvars-encryption\">environment variables</a>.</p> </li> <li> <p>The function's <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/snapstart-security.html\">Lambda SnapStart</a> snapshots.</p> </li> <li> <p>When used with <code>SourceKMSKeyArn</code>, the unzipped version of the .zip deployment package that's used for function invocations. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/encrypt-zip-package.html#enable-zip-custom-encryption\"> Specifying a customer managed key for Lambda</a>.</p> </li> <li> <p>The optimized version of the container image that's used for function invocations. Note that this is not the same key that's used to protect your container image in the Amazon Elastic Container Registry (Amazon ECR). For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/images-create.html#images-lifecycle\">Function lifecycle</a>.</p> </li> </ul> <p>If you don't provide a customer managed key, Lambda uses an <a href=\"https://docs.aws.amazon.com/kms/latest/developerguide/concepts.html#aws-owned-cmk\">Amazon Web Services owned key</a> or an <a href=\"https://docs.aws.amazon.com/kms/latest/developerguide/concepts.html#aws-managed-cmk\">Amazon Web Services managed key</a>.</p>"
-        },
-        "TracingConfig":{
-          "shape":"TracingConfig",
-          "documentation":"<p>Set <code>Mode</code> to <code>Active</code> to sample and trace a subset of incoming requests with <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/services-xray.html\">X-Ray</a>.</p>"
-        },
-        "RevisionId":{
-          "shape":"String",
-          "documentation":"<p>Update the function only if the revision ID matches the ID that's specified. Use this option to avoid modifying a function that has changed since you last read it.</p>"
-        },
-        "Layers":{
-          "shape":"LayerList",
-          "documentation":"<p>A list of <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-layers.html\">function layers</a> to add to the function's execution environment. Specify each layer by its ARN, including the version.</p>"
-        },
-        "FileSystemConfigs":{
-          "shape":"FileSystemConfigList",
-          "documentation":"<p>Connection settings for an Amazon EFS file system.</p>"
-        },
-        "ImageConfig":{
-          "shape":"ImageConfig",
-          "documentation":"<p> <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/images-create.html#images-parms\">Container image configuration values</a> that override the values in the container image Docker file.</p>"
-        },
-        "EphemeralStorage":{
-          "shape":"EphemeralStorage",
-          "documentation":"<p>The size of the function's <code>/tmp</code> directory in MB. The default value is 512, but can be any whole number between 512 and 10,240 MB. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-function-common.html#configuration-ephemeral-storage\">Configuring ephemeral storage (console)</a>.</p>"
-        },
-        "SnapStart":{
-          "shape":"SnapStart",
-          "documentation":"<p>The function's <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/snapstart.html\">SnapStart</a> setting.</p>"
-        },
-        "LoggingConfig":{
-          "shape":"LoggingConfig",
-          "documentation":"<p>The function's Amazon CloudWatch Logs configuration settings.</p>"
-        },
-        "CapacityProviderConfig":{"shape":"CapacityProviderConfig"}
-      }
-    },
-    "UpdateFunctionEventInvokeConfigRequest":{
-      "type":"structure",
-      "required":["FunctionName"],
-      "members":{
-        "FunctionName":{
-          "shape":"NamespacedFunctionName",
-          "documentation":"<p>The name or ARN of the Lambda function, version, or alias.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> - <code>my-function</code> (name-only), <code>my-function:v1</code> (with alias).</p> </li> <li> <p> <b>Function ARN</b> - <code>arn:aws:lambda:us-west-2:123456789012:function:my-function</code>.</p> </li> <li> <p> <b>Partial ARN</b> - <code>123456789012:function:my-function</code>.</p> </li> </ul> <p>You can append a version number or alias to any of the formats. The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
-          "location":"uri",
-          "locationName":"FunctionName"
-        },
-        "Qualifier":{
-          "shape":"NumericLatestPublishedOrAliasQualifier",
-          "documentation":"<p>A version number or alias name.</p>",
-          "location":"querystring",
-          "locationName":"Qualifier"
-        },
-        "MaximumRetryAttempts":{
-          "shape":"MaximumRetryAttempts",
-          "documentation":"<p>The maximum number of times to retry when the function returns an error.</p>"
-        },
-        "MaximumEventAgeInSeconds":{
-          "shape":"MaximumEventAgeInSeconds",
-          "documentation":"<p>The maximum age of a request that Lambda sends to a function for processing.</p>"
-        },
-        "DestinationConfig":{
-          "shape":"DestinationConfig",
-          "documentation":"<p>A destination for events after they have been sent to a function for processing.</p> <p class=\"title\"> <b>Destinations</b> </p> <ul> <li> <p> <b>Function</b> - The Amazon Resource Name (ARN) of a Lambda function.</p> </li> <li> <p> <b>Queue</b> - The ARN of a standard SQS queue.</p> </li> <li> <p> <b>Bucket</b> - The ARN of an Amazon S3 bucket.</p> </li> <li> <p> <b>Topic</b> - The ARN of a standard SNS topic.</p> </li> <li> <p> <b>Event Bus</b> - The ARN of an Amazon EventBridge event bus.</p> </li> </ul> <note> <p>S3 buckets are supported only for on-failure destinations. To retain records of successful invocations, use another destination type.</p> </note>"
-        }
-      }
-    },
-    "UpdateFunctionUrlConfigRequest":{
-      "type":"structure",
-      "required":["FunctionName"],
-      "members":{
-        "FunctionName":{
-          "shape":"FunctionName",
-          "documentation":"<p>The name or ARN of the Lambda function.</p> <p class=\"title\"> <b>Name formats</b> </p> <ul> <li> <p> <b>Function name</b> – <code>my-function</code>.</p> </li> <li> <p> <b>Function ARN</b> – <code>arn:aws:lambda:us-west-2:123456789012:function:my-function</code>.</p> </li> <li> <p> <b>Partial ARN</b> – <code>123456789012:function:my-function</code>.</p> </li> </ul> <p>The length constraint applies only to the full ARN. If you specify only the function name, it is limited to 64 characters in length.</p>",
-          "location":"uri",
-          "locationName":"FunctionName"
-        },
-        "Qualifier":{
-          "shape":"FunctionUrlQualifier",
-          "documentation":"<p>The alias name.</p>",
-          "location":"querystring",
-          "locationName":"Qualifier"
-        },
-        "AuthType":{
-          "shape":"FunctionUrlAuthType",
-          "documentation":"<p>The type of authentication that your function URL uses. Set to <code>AWS_IAM</code> if you want to restrict access to authenticated users only. Set to <code>NONE</code> if you want to bypass IAM authentication to create a public endpoint. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/urls-auth.html\">Security and auth model for Lambda function URLs</a>.</p>"
-        },
-        "Cors":{
-          "shape":"Cors",
-          "documentation":"<p>The <a href=\"https://developer.mozilla.org/en-US/docs/Web/HTTP/CORS\">cross-origin resource sharing (CORS)</a> settings for your function URL.</p>"
-        },
-        "InvokeMode":{
-          "shape":"InvokeMode",
-          "documentation":"<p>Use one of the following options:</p> <ul> <li> <p> <code>BUFFERED</code> – This is the default option. Lambda invokes your function using the <code>Invoke</code> API operation. Invocation results are available when the payload is complete. The maximum payload size is 6 MB.</p> </li> <li> <p> <code>RESPONSE_STREAM</code> – Your function streams payload results as they become available. Lambda invokes your function using the <code>InvokeWithResponseStream</code> API operation. The maximum response payload size is 20 MB, however, you can <a href=\"https://docs.aws.amazon.com/servicequotas/latest/userguide/request-quota-increase.html\">request a quota increase</a>.</p> </li> </ul>"
-        }
-      }
-    },
-    "UpdateFunctionUrlConfigResponse":{
-      "type":"structure",
-      "required":[
-        "FunctionUrl",
-        "FunctionArn",
-        "AuthType",
-        "CreationTime",
-        "LastModifiedTime"
-      ],
-      "members":{
-        "FunctionUrl":{
-          "shape":"FunctionUrl",
-          "documentation":"<p>The HTTP URL endpoint for your function.</p>"
-        },
-        "FunctionArn":{
-          "shape":"FunctionArn",
-          "documentation":"<p>The Amazon Resource Name (ARN) of your function.</p>"
-        },
-        "AuthType":{
-          "shape":"FunctionUrlAuthType",
-          "documentation":"<p>The type of authentication that your function URL uses. Set to <code>AWS_IAM</code> if you want to restrict access to authenticated users only. Set to <code>NONE</code> if you want to bypass IAM authentication to create a public endpoint. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/urls-auth.html\">Security and auth model for Lambda function URLs</a>.</p>"
-        },
-        "Cors":{
-          "shape":"Cors",
-          "documentation":"<p>The <a href=\"https://developer.mozilla.org/en-US/docs/Web/HTTP/CORS\">cross-origin resource sharing (CORS)</a> settings for your function URL.</p>"
-        },
-        "CreationTime":{
-          "shape":"Timestamp",
-          "documentation":"<p>When the function URL was created, in <a href=\"https://www.w3.org/TR/NOTE-datetime\">ISO-8601 format</a> (YYYY-MM-DDThh:mm:ss.sTZD).</p>"
-        },
-        "LastModifiedTime":{
-          "shape":"Timestamp",
-          "documentation":"<p>When the function URL configuration was last updated, in <a href=\"https://www.w3.org/TR/NOTE-datetime\">ISO-8601 format</a> (YYYY-MM-DDThh:mm:ss.sTZD).</p>"
-        },
-        "InvokeMode":{
-          "shape":"InvokeMode",
-          "documentation":"<p>Use one of the following options:</p> <ul> <li> <p> <code>BUFFERED</code> – This is the default option. Lambda invokes your function using the <code>Invoke</code> API operation. Invocation results are available when the payload is complete. The maximum payload size is 6 MB.</p> </li> <li> <p> <code>RESPONSE_STREAM</code> – Your function streams payload results as they become available. Lambda invokes your function using the <code>InvokeWithResponseStream</code> API operation. The maximum response payload size is 20 MB, however, you can <a href=\"https://docs.aws.amazon.com/servicequotas/latest/userguide/request-quota-increase.html\">request a quota increase</a>.</p> </li> </ul>"
-        }
-      }
-    },
-    "UpdateRuntimeOn":{
-      "type":"string",
-      "enum":[
-        "Auto",
-        "Manual",
-        "FunctionUpdate"
-      ]
-    },
-    "Version":{
-      "type":"string",
-      "max":1024,
-      "min":1,
-      "pattern":"(\\$LATEST|[0-9]+)"
-    },
-    "VersionWithLatestPublished":{
-      "type":"string",
-      "max":1024,
-      "min":1,
-      "pattern":"(\\$LATEST(\\.PUBLISHED)?|[0-9]+)"
-    },
-    "VpcConfig":{
-      "type":"structure",
-      "members":{
-        "SubnetIds":{
-          "shape":"SubnetIds",
-          "documentation":"<p>A list of VPC subnet IDs.</p>"
-        },
-        "SecurityGroupIds":{
-          "shape":"SecurityGroupIds",
-          "documentation":"<p>A list of VPC security group IDs.</p>"
-        },
-        "Ipv6AllowedForDualStack":{
-          "shape":"NullableBoolean",
-          "documentation":"<p>Allows outbound IPv6 traffic on VPC functions that are connected to dual-stack subnets.</p>"
-        }
-      },
-      "documentation":"<p>The VPC security groups and subnets that are attached to a Lambda function. For more information, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/configuration-vpc.html\">Configuring a Lambda function to access resources in a VPC</a>.</p>"
-    },
-    "VpcConfigResponse":{
-      "type":"structure",
-      "members":{
-        "SubnetIds":{
-          "shape":"SubnetIds",
-          "documentation":"<p>A list of VPC subnet IDs.</p>"
-        },
-        "SecurityGroupIds":{
-          "shape":"SecurityGroupIds",
-          "documentation":"<p>A list of VPC security group IDs.</p>"
-        },
-        "VpcId":{
-          "shape":"VpcId",
-          "documentation":"<p>The ID of the VPC.</p>"
-        },
-        "Ipv6AllowedForDualStack":{
-          "shape":"NullableBoolean",
-          "documentation":"<p>Allows outbound IPv6 traffic on VPC functions that are connected to dual-stack subnets.</p>"
-        }
-      },
-      "documentation":"<p>The VPC security groups and subnets that are attached to a Lambda function.</p>"
-    },
-    "VpcId":{"type":"string"},
-    "Weight":{
-      "type":"double",
-      "max":1.0,
-      "min":0.0
-    },
-    "WorkingDirectory":{
-      "type":"string",
-      "max":1000,
-      "min":0
-    }
-  },
-  "documentation":"<p><fullname>Lambda</fullname> <p> <b>Overview</b> </p> <p>Lambda is a compute service that lets you run code without provisioning or managing servers. Lambda runs your code on a high-availability compute infrastructure and performs all of the administration of the compute resources, including server and operating system maintenance, capacity provisioning and automatic scaling, code monitoring and logging. With Lambda, you can run code for virtually any type of application or backend service. For more information about the Lambda service, see <a href=\"https://docs.aws.amazon.com/lambda/latest/dg/welcome.html\">What is Lambda</a> in the <b>Lambda Developer Guide</b>.</p> <p>The <i>Lambda API Reference</i> provides information about each of the API methods, including details about the parameters in each API request and response. </p> <p/> <p>You can use Software Development Kits (SDKs), Integrated Development Environment (IDE) Toolkits, and command line tools to access the API. For installation instructions, see <a href=\"http://aws.amazon.com/tools/\">Tools for Amazon Web Services</a>. </p> <p>For a list of Region-specific endpoints that Lambda supports, see <a href=\"https://docs.aws.amazon.com/general/latest/gr/lambda-service.html\">Lambda endpoints and quotas </a> in the <i>Amazon Web Services General Reference.</i>. </p> <p>When making the API calls, you will need to authenticate your request by providing a signature. Lambda supports signature version 4. For more information, see <a href=\"https://docs.aws.amazon.com/general/latest/gr/signature-version-4.html\">Signature Version 4 signing process</a> in the <i>Amazon Web Services General Reference.</i>. </p> <p> <b>CA certificates</b> </p> <p>Because Amazon Web Services SDKs use the CA certificates from your computer, changes to the certificates on the Amazon Web Services servers can cause connection failures when you attempt to use an SDK. You can prevent these failures by keeping your computer's CA certificates and operating system up-to-date. If you encounter this issue in a corporate environment and do not manage your own computer, you might need to ask an administrator to assist with the update process. The following list shows minimum operating system and Java versions:</p> <ul> <li> <p>Microsoft Windows versions that have updates from January 2005 or later installed contain at least one of the required CAs in their trust list. </p> </li> <li> <p>Mac OS X 10.4 with Java for Mac OS X 10.4 Release 5 (February 2007), Mac OS X 10.5 (October 2007), and later versions contain at least one of the required CAs in their trust list. </p> </li> <li> <p>Red Hat Enterprise Linux 5 (March 2007), 6, and 7 and CentOS 5, 6, and 7 all contain at least one of the required CAs in their default trusted CA list. </p> </li> <li> <p>Java 1.4.2_12 (May 2006), 5 Update 2 (March 2005), and all later versions, including Java 6 (December 2006), 7, and 8, contain at least one of the required CAs in their default trusted CA list. </p> </li> </ul> <p>When accessing the Lambda management console or Lambda API endpoints, whether through browsers or programmatically, you will need to ensure your client machines support any of the following CAs: </p> <ul> <li> <p>Amazon Root CA 1</p> </li> <li> <p>Starfield Services Root Certificate Authority - G2</p> </li> <li> <p>Starfield Class 2 Certification Authority</p> </li> </ul> <p>Root certificates from the first two authorities are available from <a href=\"https://www.amazontrust.com/repository/\">Amazon trust services</a>, but keeping your computer up-to-date is the more straightforward solution. To learn more about ACM-provided certificates, see <a href=\"http://aws.amazon.com/certificate-manager/faqs/#certificates\">Amazon Web Services Certificate Manager FAQs.</a> </p></p>"
-}
diff --git a/localstack-core/localstack/services/lambda_/provider.py b/localstack-core/localstack/services/lambda_/provider.py
index cf255034a6a0f..a74cb1a8ab546 100644
--- a/localstack-core/localstack/services/lambda_/provider.py
+++ b/localstack-core/localstack/services/lambda_/provider.py
@@ -135,6 +135,7 @@
     TaggableResource,
     TagKeyList,
     Tags,
+    TenantId,
     TracingMode,
     UnqualifiedFunctionName,
     UpdateCodeSigningConfigResponse,
@@ -1702,6 +1703,7 @@ def invoke(
         client_context: String | None = None,
         payload: IO[Blob] | None = None,
         qualifier: NumericLatestPublishedOrAliasQualifier | None = None,
+        tenant_id: TenantId | None = None,
         **kwargs,
     ) -> InvocationResponse:
         account_id, region = api_utils.get_account_and_region(function_name, context)
diff --git a/localstack-core/localstack/services/logs/provider.py b/localstack-core/localstack/services/logs/provider.py
index 85cc218c57f4a..15007079d9802 100644
--- a/localstack-core/localstack/services/logs/provider.py
+++ b/localstack-core/localstack/services/logs/provider.py
@@ -14,6 +14,7 @@
 from localstack.aws.api import CommonServiceException, RequestContext, handler
 from localstack.aws.api.logs import (
     AmazonResourceName,
+    DeletionProtectionEnabled,
     DescribeLogGroupsRequest,
     DescribeLogGroupsResponse,
     DescribeLogStreamsRequest,
@@ -170,6 +171,7 @@ def create_log_group(
         kms_key_id: KmsKeyId | None = None,
         tags: Tags | None = None,
         log_group_class: LogGroupClass | None = None,
+        deletion_protection_enabled: DeletionProtectionEnabled | None = None,
         **kwargs,
     ) -> None:
         call_moto(context)
diff --git a/pyproject.toml b/pyproject.toml
index b2c048a5f366b..cef1048ed8f1f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -52,9 +52,9 @@ Issues = "https://github.com/localstack/localstack/issues"
 # minimal required to actually run localstack on the host for services natively implemented in python
 base-runtime = [
     # pinned / updated by ASF update action
-    "boto3==1.41.2",
+    "boto3==1.42.0",
     # pinned / updated by ASF update action
-    "botocore==1.41.2",
+    "botocore==1.41.6",
     # transitive dependency of botocore, added to avoid specific version
     "awscrt>=0.13.14,!=0.27.1",
     "cbor2>=5.5.0",
@@ -82,7 +82,7 @@ base-runtime = [
 runtime = [
     "localstack-core[base-runtime]",
     # pinned / updated by ASF update action
-    "awscli==1.43.2",
+    "awscli==1.43.6",
     "airspeed-ext>=0.6.3",
     # antlr4-python3-runtime: exact pin because antlr4 runtime is tightly coupled to the generated parser code
     "antlr4-python3-runtime==4.13.2",
diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index d1f174a5e176f..0a58b51dc3988 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -13,9 +13,9 @@ attrs==25.4.0
     #   referencing
 awscrt==0.29.0
     # via localstack-core (pyproject.toml)
-boto3==1.41.2
+boto3==1.42.0
     # via localstack-core (pyproject.toml)
-botocore==1.41.2
+botocore==1.41.6
     # via
     #   boto3
     #   localstack-core (pyproject.toml)
@@ -171,7 +171,7 @@ rpds-py==0.29.0
     # via
     #   jsonschema
     #   referencing
-s3transfer==0.15.0
+s3transfer==0.16.0
     # via boto3
 semver==3.0.4
     # via localstack-core (pyproject.toml)
diff --git a/requirements-dev.txt b/requirements-dev.txt
index f50c097c92652..1d6c3f7629615 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -43,17 +43,17 @@ aws-sam-translator==1.103.0
     #   localstack-core
 aws-xray-sdk==2.15.0
     # via moto-ext
-awscli==1.43.2
+awscli==1.43.6
     # via localstack-core
 awscrt==0.29.0
     # via localstack-core
-boto3==1.41.2
+boto3==1.42.0
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.41.2
+botocore==1.41.6
     # via
     #   aws-xray-sdk
     #   awscli
@@ -453,7 +453,7 @@ rstr==3.2.2
     # via localstack-core (pyproject.toml)
 ruff==0.14.6
     # via localstack-core (pyproject.toml)
-s3transfer==0.15.0
+s3transfer==0.16.0
     # via
     #   awscli
     #   boto3
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index 5cf05cc45cbdf..1ea16487b9702 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -31,17 +31,17 @@ aws-sam-translator==1.103.0
     #   localstack-core (pyproject.toml)
 aws-xray-sdk==2.15.0
     # via moto-ext
-awscli==1.43.2
+awscli==1.43.6
     # via localstack-core (pyproject.toml)
 awscrt==0.29.0
     # via localstack-core
-boto3==1.41.2
+boto3==1.42.0
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.41.2
+botocore==1.41.6
     # via
     #   aws-xray-sdk
     #   awscli
@@ -323,7 +323,7 @@ rpds-py==0.29.0
     #   referencing
 rsa==4.7.2
     # via awscli
-s3transfer==0.15.0
+s3transfer==0.16.0
     # via
     #   awscli
     #   boto3
diff --git a/requirements-test.txt b/requirements-test.txt
index 6a489f6bb1002..f8d27933bddb3 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -43,17 +43,17 @@ aws-sam-translator==1.103.0
     #   localstack-core
 aws-xray-sdk==2.15.0
     # via moto-ext
-awscli==1.43.2
+awscli==1.43.6
     # via localstack-core
 awscrt==0.29.0
     # via localstack-core
-boto3==1.41.2
+boto3==1.42.0
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.41.2
+botocore==1.41.6
     # via
     #   aws-xray-sdk
     #   awscli
@@ -402,7 +402,7 @@ rpds-py==0.29.0
     #   referencing
 rsa==4.7.2
     # via awscli
-s3transfer==0.15.0
+s3transfer==0.16.0
     # via
     #   awscli
     #   boto3
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index 82a1edfd1a152..3183c0384b066 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -43,11 +43,11 @@ aws-sam-translator==1.103.0
     #   localstack-core
 aws-xray-sdk==2.15.0
     # via moto-ext
-awscli==1.43.2
+awscli==1.43.6
     # via localstack-core
 awscrt==0.29.0
     # via localstack-core
-boto3==1.41.2
+boto3==1.42.0
     # via
     #   aws-sam-translator
     #   kclpy-ext
@@ -55,7 +55,7 @@ boto3==1.41.2
     #   moto-ext
 boto3-stubs==1.41.3
     # via localstack-core (pyproject.toml)
-botocore==1.41.2
+botocore==1.41.6
     # via
     #   aws-xray-sdk
     #   awscli
@@ -657,7 +657,7 @@ rstr==3.2.2
     # via localstack-core
 ruff==0.14.6
     # via localstack-core
-s3transfer==0.15.0
+s3transfer==0.16.0
     # via
     #   awscli
     #   boto3

From 1924fe9f8abf205c00911f1b71664680d4bfa34a Mon Sep 17 00:00:00 2001
From: Sannya Singal <32308435+sannya-singal@users.noreply.github.com>
Date: Tue, 2 Dec 2025 16:18:03 +0530
Subject: [PATCH 421/697] Pass DockerHub credentials to test containers
 (#13434)

Co-authored-by: Benjamin Simon <benjh.simon@gmail.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index d8542fa8cf510..3282551aa8787 100644
--- a/Makefile
+++ b/Makefile
@@ -91,7 +91,7 @@ start:             		  ## Manually start the local infrastructure for testing
 	($(VENV_RUN); python3 -m localstack.runtime.main)
 
 docker-run-tests:		  ## Initializes the test environment and runs the tests in a docker container
-	docker run -e LOCALSTACK_INTERNAL_TEST_COLLECT_METRIC=1 --entrypoint= -v `pwd`/.git:/opt/code/localstack/.git -v `pwd`/requirements-test.txt:/opt/code/localstack/requirements-test.txt -v `pwd`/.test_durations:/opt/code/localstack/.test_durations -v `pwd`/tests/:/opt/code/localstack/tests/ -v `pwd`/dist/:/opt/code/localstack/dist/ -v `pwd`/target/:/opt/code/localstack/target/ -v /var/run/docker.sock:/var/run/docker.sock -v /tmp/localstack:/var/lib/localstack  \
+	docker run -e LOCALSTACK_INTERNAL_TEST_COLLECT_METRIC=1 -e DOCKERHUB_USERNAME -e DOCKERHUB_PASSWORD --entrypoint= -v `pwd`/.git:/opt/code/localstack/.git -v `pwd`/requirements-test.txt:/opt/code/localstack/requirements-test.txt -v `pwd`/.test_durations:/opt/code/localstack/.test_durations -v `pwd`/tests/:/opt/code/localstack/tests/ -v `pwd`/dist/:/opt/code/localstack/dist/ -v `pwd`/target/:/opt/code/localstack/target/ -v /var/run/docker.sock:/var/run/docker.sock -v /tmp/localstack:/var/lib/localstack  \
 		$(IMAGE_NAME):$(DEFAULT_TAG) \
 	    bash -c "make install-test && DEBUG=$(DEBUG) PYTEST_LOGLEVEL=$(PYTEST_LOGLEVEL) PYTEST_ARGS='$(PYTEST_ARGS)' COVERAGE_FILE='$(COVERAGE_FILE)' JUNIT_REPORTS_FILE=$(JUNIT_REPORTS_FILE) TEST_PATH='$(TEST_PATH)' LAMBDA_IGNORE_ARCHITECTURE=1 LAMBDA_INIT_POST_INVOKE_WAIT_MS=50 TINYBIRD_PYTEST_ARGS='$(TINYBIRD_PYTEST_ARGS)' TINYBIRD_DATASOURCE='$(TINYBIRD_DATASOURCE)' TINYBIRD_TOKEN='$(TINYBIRD_TOKEN)' TINYBIRD_URL='$(TINYBIRD_URL)' CI_REPOSITORY_NAME='$(CI_REPOSITORY_NAME)' CI_WORKFLOW_NAME='$(CI_WORKFLOW_NAME)' CI_COMMIT_BRANCH='$(CI_COMMIT_BRANCH)' CI_COMMIT_SHA='$(CI_COMMIT_SHA)' CI_JOB_URL='$(CI_JOB_URL)' CI_JOB_NAME='$(CI_JOB_NAME)' CI_JOB_ID='$(CI_JOB_ID)' CI='$(CI)' TEST_AWS_REGION_NAME='${TEST_AWS_REGION_NAME}' TEST_AWS_ACCESS_KEY_ID='${TEST_AWS_ACCESS_KEY_ID}' TEST_AWS_ACCOUNT_ID='${TEST_AWS_ACCOUNT_ID}' make test-coverage"
 

From d9e418671adcb2c8f1fd340b6c9a4a334d2e6eae Mon Sep 17 00:00:00 2001
From: Anisa Oshafi <anisaoshafi@gmail.com>
Date: Tue, 2 Dec 2025 12:27:18 +0100
Subject: [PATCH 422/697] Lambda: Validate capacity provider in create_function
 (#13445)

---
 .../localstack/services/lambda_/provider.py   | 28 ++++++++++++++++++-
 1 file changed, 27 insertions(+), 1 deletion(-)

diff --git a/localstack-core/localstack/services/lambda_/provider.py b/localstack-core/localstack/services/lambda_/provider.py
index a74cb1a8ab546..37cdf1f35867d 100644
--- a/localstack-core/localstack/services/lambda_/provider.py
+++ b/localstack-core/localstack/services/lambda_/provider.py
@@ -255,6 +255,7 @@
 
 LOG = logging.getLogger(__name__)
 
+CAPACITY_PROVIDER_ARN_NAME = "arn:aws[a-zA-Z-]*:lambda:(eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:\\d{12}:capacity-provider:[a-zA-Z0-9-_]+"
 LAMBDA_DEFAULT_TIMEOUT = 3
 LAMBDA_DEFAULT_MEMORY_SIZE = 128
 
@@ -853,6 +854,30 @@ def _validate_layers(self, new_layers: list[str], region: str, account_id: str):
                 )
             visited_layers[layer_arn] = layer_version_arn
 
+    def _validate_capacity_provider_config(
+        self, capacity_provider_config: CapacityProviderConfig, context: RequestContext
+    ):
+        if not capacity_provider_config.get("LambdaManagedInstancesCapacityProviderConfig"):
+            raise ValidationException(
+                "1 validation error detected: Value null at 'capacityProviderConfig.lambdaManagedInstancesCapacityProviderConfig' failed to satisfy constraint: Member must not be null"
+            )
+
+        capacity_provider_arn = capacity_provider_config.get(
+            "LambdaManagedInstancesCapacityProviderConfig", {}
+        ).get("CapacityProviderArn")
+        if not capacity_provider_arn:
+            raise ValidationException(
+                "1 validation error detected: Value null at 'capacityProviderConfig.lambdaManagedInstancesCapacityProviderConfig.capacityProviderArn' failed to satisfy constraint: Member must not be null"
+            )
+
+        if not re.match(CAPACITY_PROVIDER_ARN_NAME, capacity_provider_arn):
+            raise ValidationException(
+                f"1 validation error detected: Value '{capacity_provider_arn}' at 'capacityProviderConfig.lambdaManagedInstancesCapacityProviderConfig.capacityProviderArn' failed to satisfy constraint: Member must satisfy regular expression pattern: {CAPACITY_PROVIDER_ARN_NAME}"
+            )
+
+        capacity_provider_name = capacity_provider_arn.split(":")[-1]
+        self.get_capacity_provider(context, capacity_provider_name)
+
     @staticmethod
     def map_layers(new_layers: list[str]) -> list[LayerVersion]:
         layers = []
@@ -1029,11 +1054,12 @@ def create_function(
                 # Runtime management controls are not available when providing a custom image
                 runtime_version_config = None
 
-            # TODO: validations and figure out in which order
             capacity_provider_config = None
             memory_size = request.get("MemorySize", LAMBDA_DEFAULT_MEMORY_SIZE)
             if "CapacityProviderConfig" in request:
                 capacity_provider_config = request["CapacityProviderConfig"]
+                self._validate_capacity_provider_config(capacity_provider_config, context)
+
                 default_config = CapacityProviderConfig(
                     LambdaManagedInstancesCapacityProviderConfig=LambdaManagedInstancesCapacityProviderConfig(
                         ExecutionEnvironmentMemoryGiBPerVCpu=2.0,

From ed44fcf37148298de5d105dd1884119837bb0a06 Mon Sep 17 00:00:00 2001
From: Anisa Oshafi <anisaoshafi@gmail.com>
Date: Tue, 2 Dec 2025 12:58:50 +0100
Subject: [PATCH 423/697] Lambda: Raise error when function added a capacity
 provider (#13447)

---
 .../localstack/services/lambda_/provider.py         | 13 +++++++++++++
 1 file changed, 13 insertions(+)

diff --git a/localstack-core/localstack/services/lambda_/provider.py b/localstack-core/localstack/services/lambda_/provider.py
index 37cdf1f35867d..85669ced325ad 100644
--- a/localstack-core/localstack/services/lambda_/provider.py
+++ b/localstack-core/localstack/services/lambda_/provider.py
@@ -1389,6 +1389,19 @@ def update_function_configuration(
             if new_mode:
                 replace_kwargs["tracing_config_mode"] = new_mode
 
+        if "CapacityProviderConfig" in request:
+            if latest_version.config.CapacityProviderConfig and not request[
+                "CapacityProviderConfig"
+            ].get("LambdaManagedInstancesCapacityProviderConfig"):
+                raise ValidationException(
+                    "1 validation error detected: Value null at 'capacityProviderConfig.lambdaManagedInstancesCapacityProviderConfig' failed to satisfy constraint: Member must not be null"
+                )
+            if not latest_version.config.CapacityProviderConfig:
+                raise InvalidParameterValueException(
+                    "CapacityProviderConfig isn't supported for Lambda Default functions.",
+                    Type="User",
+                )
+
         new_latest_version = dataclasses.replace(
             latest_version,
             config=dataclasses.replace(

From c1cdd36bd9b164c4e60e688310d21a1b734f5245 Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Tue, 2 Dec 2025 06:59:36 -0800
Subject: [PATCH 424/697] Upgrade pinned Python dependencies (#13454)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
---
 .pre-commit-config.yaml       |  4 +--
 requirements-base-runtime.txt | 13 +++++-----
 requirements-dev.txt          | 35 +++++++++++++-------------
 requirements-runtime.txt      | 21 ++++++++--------
 requirements-test.txt         | 27 ++++++++++----------
 requirements-typehint.txt     | 47 ++++++++++++++++++-----------------
 6 files changed, 74 insertions(+), 73 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index c69264f3a3a49..20425affc65a8 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -3,7 +3,7 @@
 repos:
   - repo: https://github.com/astral-sh/ruff-pre-commit
     # Ruff version.
-    rev: v0.14.6
+    rev: v0.14.7
     hooks:
       - id: ruff
         args: [--fix, --exit-non-zero-on-fix]
@@ -11,7 +11,7 @@ repos:
       - id: ruff-format
 
   - repo: https://github.com/pre-commit/mirrors-mypy
-    rev: v1.18.2
+    rev: v1.19.0
     hooks:
       - id: mypy
         entry: bash -c 'cd localstack-core && mypy --install-types --non-interactive'
diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index 0a58b51dc3988..75d754f6702e4 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -11,7 +11,7 @@ attrs==25.4.0
     #   jsonschema
     #   localstack-twisted
     #   referencing
-awscrt==0.29.0
+awscrt==0.29.1
     # via localstack-core (pyproject.toml)
 boto3==1.42.0
     # via localstack-core (pyproject.toml)
@@ -67,7 +67,7 @@ idna==3.11
     #   hyperlink
     #   localstack-twisted
     #   requests
-incremental==24.7.2
+incremental==24.11.0
     # via localstack-twisted
 isodate==0.7.2
     # via openapi-core
@@ -115,6 +115,8 @@ openapi-schema-validator==0.6.3
     #   openapi-spec-validator
 openapi-spec-validator==0.7.2
     # via openapi-core
+packaging==25.0
+    # via incremental
 parse==1.20.2
     # via openapi-core
 pathable==0.4.4
@@ -167,7 +169,7 @@ rich==14.2.0
     # via localstack-core (pyproject.toml)
 rolo==0.7.6
     # via localstack-core (pyproject.toml)
-rpds-py==0.29.0
+rpds-py==0.30.0
     # via
     #   jsonschema
     #   referencing
@@ -190,7 +192,7 @@ urllib3==2.5.0
     #   docker
     #   localstack-core (pyproject.toml)
     #   requests
-werkzeug==3.1.3
+werkzeug==3.1.4
     # via
     #   localstack-core (pyproject.toml)
     #   openapi-core
@@ -201,6 +203,3 @@ xmltodict==1.0.2
     # via localstack-core (pyproject.toml)
 zope-interface==8.1.1
     # via localstack-twisted
-
-# The following packages are considered to be unsafe in a requirements file:
-# setuptools
diff --git a/requirements-dev.txt b/requirements-dev.txt
index 1d6c3f7629615..abbedd8d302a9 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -12,9 +12,9 @@ antlr4-python3-runtime==4.13.2
     # via
     #   localstack-core
     #   moto-ext
-anyio==4.11.0
+anyio==4.12.0
     # via httpx
-apispec==6.8.4
+apispec==6.9.0
     # via localstack-core
 argparse==1.4.0
     # via kclpy-ext
@@ -35,9 +35,9 @@ aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
 aws-cdk-cloud-assembly-schema==48.20.0
     # via aws-cdk-lib
-aws-cdk-lib==2.229.0
+aws-cdk-lib==2.231.0
     # via localstack-core
-aws-sam-translator==1.103.0
+aws-sam-translator==1.104.0
     # via
     #   cfn-lint
     #   localstack-core
@@ -45,7 +45,7 @@ aws-xray-sdk==2.15.0
     # via moto-ext
 awscli==1.43.6
     # via localstack-core
-awscrt==0.29.0
+awscrt==0.29.1
     # via localstack-core
 boto3==1.42.0
     # via
@@ -80,7 +80,7 @@ cffi==2.0.0
     # via cryptography
 cfgv==3.5.0
     # via pre-commit
-cfn-lint==1.41.0
+cfn-lint==1.42.0
     # via moto-ext
 charset-normalizer==3.4.4
     # via requests
@@ -110,7 +110,7 @@ cryptography==46.0.3
     #   localstack-core (pyproject.toml)
     #   moto-ext
     #   pyopenssl
-cython==3.2.1
+cython==3.2.2
     # via localstack-core (pyproject.toml)
 decorator==5.2.1
     # via jsonpath-rw
@@ -182,7 +182,7 @@ idna==3.11
     #   requests
 importlib-resources==6.5.2
     # via jsii
-incremental==24.7.2
+incremental==24.11.0
     # via localstack-twisted
 iniconfig==2.3.0
     # via pytest
@@ -196,7 +196,7 @@ jmespath==1.0.1
     # via
     #   boto3
     #   botocore
-joserfc==1.4.3
+joserfc==1.5.0
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core
@@ -244,6 +244,8 @@ kclpy-ext==3.0.5
     # via localstack-core
 lazy-object-proxy==1.12.0
     # via openapi-spec-validator
+librt==0.6.3
+    # via mypy
 localstack-snapshot==0.3.0
     # via localstack-core
 localstack-twisted==24.3.0
@@ -258,13 +260,13 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.17.post15
+moto-ext==5.1.18.post6
     # via localstack-core
 mpmath==1.3.0
     # via sympy
 multipart==1.3.0
     # via moto-ext
-mypy==1.18.2
+mypy==1.19.0
     # via localstack-core (pyproject.toml)
 mypy-extensions==1.1.0
     # via mypy
@@ -295,6 +297,7 @@ packaging==25.0
     # via
     #   apispec
     #   deptry
+    #   incremental
     #   jpype1
     #   pytest
     #   pytest-rerunfailures
@@ -350,7 +353,7 @@ pyasn1==0.6.1
     # via rsa
 pycparser==2.23
     # via cffi
-pydantic==2.12.4
+pydantic==2.12.5
     # via
     #   aws-sam-translator
     #   localstack-core
@@ -443,7 +446,7 @@ rich==14.2.0
     #   localstack-core (pyproject.toml)
 rolo==0.7.6
     # via localstack-core
-rpds-py==0.29.0
+rpds-py==0.30.0
     # via
     #   jsonschema
     #   referencing
@@ -451,7 +454,7 @@ rsa==4.7.2
     # via awscli
 rstr==3.2.2
     # via localstack-core (pyproject.toml)
-ruff==0.14.6
+ruff==0.14.7
     # via localstack-core (pyproject.toml)
 s3transfer==0.16.0
     # via
@@ -467,8 +470,6 @@ six==1.17.0
     #   jsonpath-rw
     #   python-dateutil
     #   rfc3339-validator
-sniffio==1.3.1
-    # via anyio
 sympy==1.14.0
     # via cfn-lint
 typeguard==2.13.3
@@ -507,7 +508,7 @@ virtualenv==20.35.4
     # via pre-commit
 websocket-client==1.9.0
     # via localstack-core
-werkzeug==3.1.3
+werkzeug==3.1.4
     # via
     #   localstack-core
     #   moto-ext
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index 1ea16487b9702..abc90dd1eef8a 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -12,7 +12,7 @@ antlr4-python3-runtime==4.13.2
     # via
     #   localstack-core (pyproject.toml)
     #   moto-ext
-apispec==6.8.4
+apispec==6.9.0
     # via localstack-core (pyproject.toml)
 argparse==1.4.0
     # via kclpy-ext
@@ -25,7 +25,7 @@ attrs==25.4.0
     #   jsonschema
     #   localstack-twisted
     #   referencing
-aws-sam-translator==1.103.0
+aws-sam-translator==1.104.0
     # via
     #   cfn-lint
     #   localstack-core (pyproject.toml)
@@ -33,7 +33,7 @@ aws-xray-sdk==2.15.0
     # via moto-ext
 awscli==1.43.6
     # via localstack-core (pyproject.toml)
-awscrt==0.29.0
+awscrt==0.29.1
     # via localstack-core
 boto3==1.42.0
     # via
@@ -62,7 +62,7 @@ certifi==2025.11.12
     #   requests
 cffi==2.0.0
     # via cryptography
-cfn-lint==1.41.0
+cfn-lint==1.42.0
     # via moto-ext
 charset-normalizer==3.4.4
     # via requests
@@ -131,7 +131,7 @@ idna==3.11
     #   hyperlink
     #   localstack-twisted
     #   requests
-incremental==24.7.2
+incremental==24.11.0
     # via localstack-twisted
 isodate==0.7.2
     # via openapi-core
@@ -143,7 +143,7 @@ jmespath==1.0.1
     # via
     #   boto3
     #   botocore
-joserfc==1.4.3
+joserfc==1.5.0
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core (pyproject.toml)
@@ -193,7 +193,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.17.post15
+moto-ext==5.1.18.post6
     # via localstack-core (pyproject.toml)
 mpmath==1.3.0
     # via sympy
@@ -218,6 +218,7 @@ opensearch-py==3.1.0
 packaging==25.0
     # via
     #   apispec
+    #   incremental
     #   jpype1
 parse==1.20.2
     # via openapi-core
@@ -247,7 +248,7 @@ pyasn1==0.6.1
     # via rsa
 pycparser==2.23
     # via cffi
-pydantic==2.12.4
+pydantic==2.12.5
     # via
     #   aws-sam-translator
     #   localstack-core (pyproject.toml)
@@ -317,7 +318,7 @@ rich==14.2.0
     #   localstack-core (pyproject.toml)
 rolo==0.7.6
     # via localstack-core
-rpds-py==0.29.0
+rpds-py==0.30.0
     # via
     #   jsonschema
     #   referencing
@@ -360,7 +361,7 @@ urllib3==2.5.0
     #   opensearch-py
     #   requests
     #   responses
-werkzeug==3.1.3
+werkzeug==3.1.4
     # via
     #   localstack-core
     #   moto-ext
diff --git a/requirements-test.txt b/requirements-test.txt
index f8d27933bddb3..7269c130f44ae 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -12,9 +12,9 @@ antlr4-python3-runtime==4.13.2
     # via
     #   localstack-core
     #   moto-ext
-anyio==4.11.0
+anyio==4.12.0
     # via httpx
-apispec==6.8.4
+apispec==6.9.0
     # via localstack-core
 argparse==1.4.0
     # via kclpy-ext
@@ -35,9 +35,9 @@ aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
 aws-cdk-cloud-assembly-schema==48.20.0
     # via aws-cdk-lib
-aws-cdk-lib==2.229.0
+aws-cdk-lib==2.231.0
     # via localstack-core (pyproject.toml)
-aws-sam-translator==1.103.0
+aws-sam-translator==1.104.0
     # via
     #   cfn-lint
     #   localstack-core
@@ -45,7 +45,7 @@ aws-xray-sdk==2.15.0
     # via moto-ext
 awscli==1.43.6
     # via localstack-core
-awscrt==0.29.0
+awscrt==0.29.1
     # via localstack-core
 boto3==1.42.0
     # via
@@ -78,7 +78,7 @@ certifi==2025.11.12
     #   requests
 cffi==2.0.0
     # via cryptography
-cfn-lint==1.41.0
+cfn-lint==1.42.0
     # via moto-ext
 charset-normalizer==3.4.4
     # via requests
@@ -163,7 +163,7 @@ idna==3.11
     #   requests
 importlib-resources==6.5.2
     # via jsii
-incremental==24.7.2
+incremental==24.11.0
     # via localstack-twisted
 iniconfig==2.3.0
     # via pytest
@@ -177,7 +177,7 @@ jmespath==1.0.1
     # via
     #   boto3
     #   botocore
-joserfc==1.4.3
+joserfc==1.5.0
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core
@@ -239,7 +239,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.17.post15
+moto-ext==5.1.18.post6
     # via localstack-core
 mpmath==1.3.0
     # via sympy
@@ -266,6 +266,7 @@ orderly-set==5.5.0
 packaging==25.0
     # via
     #   apispec
+    #   incremental
     #   jpype1
     #   pytest
     #   pytest-rerunfailures
@@ -309,7 +310,7 @@ pyasn1==0.6.1
     # via rsa
 pycparser==2.23
     # via cffi
-pydantic==2.12.4
+pydantic==2.12.5
     # via
     #   aws-sam-translator
     #   localstack-core
@@ -396,7 +397,7 @@ rich==14.2.0
     #   localstack-core (pyproject.toml)
 rolo==0.7.6
     # via localstack-core
-rpds-py==0.29.0
+rpds-py==0.30.0
     # via
     #   jsonschema
     #   referencing
@@ -416,8 +417,6 @@ six==1.17.0
     #   jsonpath-rw
     #   python-dateutil
     #   rfc3339-validator
-sniffio==1.3.1
-    # via anyio
 sympy==1.14.0
     # via cfn-lint
 typeguard==2.13.3
@@ -453,7 +452,7 @@ urllib3==2.5.0
     #   responses
 websocket-client==1.9.0
     # via localstack-core (pyproject.toml)
-werkzeug==3.1.3
+werkzeug==3.1.4
     # via
     #   localstack-core
     #   moto-ext
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index 3183c0384b066..9fd426fcc8f89 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -12,9 +12,9 @@ antlr4-python3-runtime==4.13.2
     # via
     #   localstack-core
     #   moto-ext
-anyio==4.11.0
+anyio==4.12.0
     # via httpx
-apispec==6.8.4
+apispec==6.9.0
     # via localstack-core
 argparse==1.4.0
     # via kclpy-ext
@@ -35,9 +35,9 @@ aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
 aws-cdk-cloud-assembly-schema==48.20.0
     # via aws-cdk-lib
-aws-cdk-lib==2.229.0
+aws-cdk-lib==2.231.0
     # via localstack-core
-aws-sam-translator==1.103.0
+aws-sam-translator==1.104.0
     # via
     #   cfn-lint
     #   localstack-core
@@ -45,7 +45,7 @@ aws-xray-sdk==2.15.0
     # via moto-ext
 awscli==1.43.6
     # via localstack-core
-awscrt==0.29.0
+awscrt==0.29.1
     # via localstack-core
 boto3==1.42.0
     # via
@@ -53,7 +53,7 @@ boto3==1.42.0
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-boto3-stubs==1.41.3
+boto3-stubs==1.41.5
     # via localstack-core (pyproject.toml)
 botocore==1.41.6
     # via
@@ -63,7 +63,7 @@ botocore==1.41.6
     #   localstack-core
     #   moto-ext
     #   s3transfer
-botocore-stubs==1.41.3
+botocore-stubs==1.41.6
     # via boto3-stubs
 cachetools==6.2.2
     # via
@@ -84,7 +84,7 @@ cffi==2.0.0
     # via cryptography
 cfgv==3.5.0
     # via pre-commit
-cfn-lint==1.41.0
+cfn-lint==1.42.0
     # via moto-ext
 charset-normalizer==3.4.4
     # via requests
@@ -114,7 +114,7 @@ cryptography==46.0.3
     #   localstack-core (pyproject.toml)
     #   moto-ext
     #   pyopenssl
-cython==3.2.1
+cython==3.2.2
     # via localstack-core
 decorator==5.2.1
     # via jsonpath-rw
@@ -186,7 +186,7 @@ idna==3.11
     #   requests
 importlib-resources==6.5.2
     # via jsii
-incremental==24.7.2
+incremental==24.11.0
     # via localstack-twisted
 iniconfig==2.3.0
     # via pytest
@@ -200,7 +200,7 @@ jmespath==1.0.1
     # via
     #   boto3
     #   botocore
-joserfc==1.4.3
+joserfc==1.5.0
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core
@@ -248,6 +248,8 @@ kclpy-ext==3.0.5
     # via localstack-core
 lazy-object-proxy==1.12.0
     # via openapi-spec-validator
+librt==0.6.3
+    # via mypy
 localstack-snapshot==0.3.0
     # via localstack-core
 localstack-twisted==24.3.0
@@ -262,13 +264,13 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.17.post15
+moto-ext==5.1.18.post6
     # via localstack-core
 mpmath==1.3.0
     # via sympy
 multipart==1.3.0
     # via moto-ext
-mypy==1.18.2
+mypy==1.19.0
     # via localstack-core
 mypy-boto3-acm==1.41.0
     # via boto3-stubs
@@ -332,7 +334,7 @@ mypy-boto3-dynamodb==1.41.0
     # via boto3-stubs
 mypy-boto3-dynamodbstreams==1.41.0
     # via boto3-stubs
-mypy-boto3-ec2==1.41.2
+mypy-boto3-ec2==1.41.4
     # via boto3-stubs
 mypy-boto3-ecr==1.41.2
     # via boto3-stubs
@@ -404,7 +406,7 @@ mypy-boto3-neptune==1.41.0
     # via boto3-stubs
 mypy-boto3-opensearch==1.41.0
     # via boto3-stubs
-mypy-boto3-organizations==1.41.2
+mypy-boto3-organizations==1.41.4
     # via boto3-stubs
 mypy-boto3-pi==1.41.0
     # via boto3-stubs
@@ -424,7 +426,7 @@ mypy-boto3-resource-groups==1.41.0
     # via boto3-stubs
 mypy-boto3-resourcegroupstaggingapi==1.41.0
     # via boto3-stubs
-mypy-boto3-route53==1.41.0
+mypy-boto3-route53==1.41.4
     # via boto3-stubs
 mypy-boto3-route53resolver==1.41.0
     # via boto3-stubs
@@ -499,6 +501,7 @@ packaging==25.0
     # via
     #   apispec
     #   deptry
+    #   incremental
     #   jpype1
     #   pytest
     #   pytest-rerunfailures
@@ -554,7 +557,7 @@ pyasn1==0.6.1
     # via rsa
 pycparser==2.23
     # via cffi
-pydantic==2.12.4
+pydantic==2.12.5
     # via
     #   aws-sam-translator
     #   localstack-core
@@ -647,7 +650,7 @@ rich==14.2.0
     #   localstack-core (pyproject.toml)
 rolo==0.7.6
     # via localstack-core
-rpds-py==0.29.0
+rpds-py==0.30.0
     # via
     #   jsonschema
     #   referencing
@@ -655,7 +658,7 @@ rsa==4.7.2
     # via awscli
 rstr==3.2.2
     # via localstack-core
-ruff==0.14.6
+ruff==0.14.7
     # via localstack-core
 s3transfer==0.16.0
     # via
@@ -671,8 +674,6 @@ six==1.17.0
     #   jsonpath-rw
     #   python-dateutil
     #   rfc3339-validator
-sniffio==1.3.1
-    # via anyio
 sympy==1.14.0
     # via cfn-lint
 typeguard==2.13.3
@@ -683,7 +684,7 @@ typeguard==2.13.3
     #   aws-cdk-lib
     #   constructs
     #   jsii
-types-awscrt==0.29.0
+types-awscrt==0.29.1
     # via botocore-stubs
 types-s3transfer==0.15.0
     # via boto3-stubs
@@ -715,7 +716,7 @@ virtualenv==20.35.4
     # via pre-commit
 websocket-client==1.9.0
     # via localstack-core
-werkzeug==3.1.3
+werkzeug==3.1.4
     # via
     #   localstack-core
     #   moto-ext

From fd2d10879fed3a3625de83832da6980f69ce0c98 Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Tue, 2 Dec 2025 16:01:32 +0100
Subject: [PATCH 425/697] chore: define rest of explicit state containers for
 providers (#13433)

---
 localstack-core/localstack/services/route53/provider.py    | 7 +++++++
 .../localstack/services/route53resolver/provider.py        | 5 +++++
 localstack-core/localstack/services/s3control/provider.py  | 6 ++++++
 localstack-core/localstack/services/scheduler/provider.py  | 6 ++++--
 .../localstack/services/secretsmanager/provider.py         | 4 ++++
 localstack-core/localstack/services/ses/provider.py        | 4 ++++
 localstack-core/localstack/services/sns/provider.py        | 5 +++++
 localstack-core/localstack/services/sns/v2/provider.py     | 4 ++++
 localstack-core/localstack/services/sqs/provider.py        | 4 ++++
 localstack-core/localstack/services/ssm/provider.py        | 6 ++++++
 localstack-core/localstack/services/sts/provider.py        | 7 +++++++
 localstack-core/localstack/services/support/provider.py    | 6 +++++-
 localstack-core/localstack/services/swf/provider.py        | 6 +++++-
 localstack-core/localstack/services/transcribe/provider.py | 7 +++++++
 14 files changed, 73 insertions(+), 4 deletions(-)

diff --git a/localstack-core/localstack/services/route53/provider.py b/localstack-core/localstack/services/route53/provider.py
index 58078805f9f1f..3ea02a4b9f703 100644
--- a/localstack-core/localstack/services/route53/provider.py
+++ b/localstack-core/localstack/services/route53/provider.py
@@ -26,9 +26,16 @@
 from localstack.aws.connect import connect_to
 from localstack.services.moto import call_moto
 from localstack.services.plugins import ServiceLifecycleHook
+from localstack.state import StateVisitor
 
 
 class Route53Provider(Route53Api, ServiceLifecycleHook):
+    def accept_state_visitor(self, visitor: StateVisitor):
+        from localstack.services.route53.models import route53_stores
+
+        visitor.visit(route53_backends)
+        visitor.visit(route53_stores)
+
     def create_hosted_zone(
         self,
         context: RequestContext,
diff --git a/localstack-core/localstack/services/route53resolver/provider.py b/localstack-core/localstack/services/route53resolver/provider.py
index 7df4ade11cb25..80a6cc7ab53aa 100644
--- a/localstack-core/localstack/services/route53resolver/provider.py
+++ b/localstack-core/localstack/services/route53resolver/provider.py
@@ -100,6 +100,7 @@
     validate_mutation_protection,
     validate_priority,
 )
+from localstack.state import StateVisitor
 from localstack.utils.aws import arns
 from localstack.utils.aws.arns import extract_account_id_from_arn, extract_region_from_arn
 from localstack.utils.collections import select_from_typed_dict
@@ -107,6 +108,10 @@
 
 
 class Route53ResolverProvider(Route53ResolverApi):
+    def accept_state_visitor(self, visitor: StateVisitor):
+        visitor.visit(route53resolver_backends)
+        visitor.visit(route53resolver_stores)
+
     @staticmethod
     def get_store(account_id: str, region: str) -> Route53ResolverStore:
         return route53resolver_stores[account_id][region]
diff --git a/localstack-core/localstack/services/s3control/provider.py b/localstack-core/localstack/services/s3control/provider.py
index f63a4ab988b5c..a27d6364579ef 100644
--- a/localstack-core/localstack/services/s3control/provider.py
+++ b/localstack-core/localstack/services/s3control/provider.py
@@ -12,6 +12,7 @@
 from localstack.aws.forwarder import NotImplementedAvoidFallbackError
 from localstack.services.s3.models import s3_stores
 from localstack.services.s3control.validation import validate_tags
+from localstack.state import StateVisitor
 from localstack.utils.tagging import TaggingService
 
 
@@ -21,6 +22,11 @@ def __init__(self, message=None):
 
 
 class S3ControlProvider(S3ControlApi):
+    def accept_state_visitor(self, visitor: StateVisitor):
+        from moto.s3control.models import s3control_backends
+
+        visitor.visit(s3control_backends)
+
     """
     S3Control is a management interface for S3, and can access some of its internals with no public API
     This requires us to access the s3 stores directly
diff --git a/localstack-core/localstack/services/scheduler/provider.py b/localstack-core/localstack/services/scheduler/provider.py
index 63177c01fda30..3ba12874d8727 100644
--- a/localstack-core/localstack/services/scheduler/provider.py
+++ b/localstack-core/localstack/services/scheduler/provider.py
@@ -1,11 +1,12 @@
 import logging
 import re
 
-from moto.scheduler.models import EventBridgeSchedulerBackend
+from moto.scheduler.models import EventBridgeSchedulerBackend, scheduler_backends
 
 from localstack.aws.api.scheduler import SchedulerApi, ValidationException
 from localstack.services.events.rule import RULE_SCHEDULE_CRON_REGEX, RULE_SCHEDULE_RATE_REGEX
 from localstack.services.plugins import ServiceLifecycleHook
+from localstack.state import StateVisitor
 from localstack.utils.patch import patch
 
 LOG = logging.getLogger(__name__)
@@ -17,7 +18,8 @@
 
 
 class SchedulerProvider(SchedulerApi, ServiceLifecycleHook):
-    pass
+    def accept_state_visitor(self, visitor: StateVisitor):
+        visitor.visit(scheduler_backends)
 
 
 def _validate_schedule_expression(schedule_expression: str) -> None:
diff --git a/localstack-core/localstack/services/secretsmanager/provider.py b/localstack-core/localstack/services/secretsmanager/provider.py
index e57a0d6b3d8f6..20a8f464189fb 100644
--- a/localstack-core/localstack/services/secretsmanager/provider.py
+++ b/localstack-core/localstack/services/secretsmanager/provider.py
@@ -65,6 +65,7 @@
 )
 from localstack.aws.connect import connect_to
 from localstack.services.moto import call_moto
+from localstack.state import StateVisitor
 from localstack.utils.aws import arns
 from localstack.utils.patch import patch
 from localstack.utils.time import today_no_time
@@ -105,6 +106,9 @@ def __init__(self):
         super().__init__()
         apply_patches()
 
+    def accept_state_visitor(self, visitor: StateVisitor):
+        visitor.visit(secretsmanager_backends)
+
     @staticmethod
     def get_moto_backend_for_resource(
         name_or_arn: str, context: RequestContext
diff --git a/localstack-core/localstack/services/ses/provider.py b/localstack-core/localstack/services/ses/provider.py
index c196a6eb745be..4a15773b91e8f 100644
--- a/localstack-core/localstack/services/ses/provider.py
+++ b/localstack-core/localstack/services/ses/provider.py
@@ -62,6 +62,7 @@
 from localstack.services.moto import call_moto
 from localstack.services.plugins import ServiceLifecycleHook
 from localstack.services.ses.models import EmailType, SentEmail, SentEmailBody
+from localstack.state import StateVisitor
 from localstack.utils.aws import arns
 from localstack.utils.files import mkdir
 from localstack.utils.strings import long_uid, to_str
@@ -177,6 +178,9 @@ def register_ses_api_resource():
 
 
 class SesProvider(SesApi, ServiceLifecycleHook):
+    def accept_state_visitor(self, visitor: StateVisitor):
+        visitor.visit(ses_backends)
+
     #
     # Lifecycle Hooks
     #
diff --git a/localstack-core/localstack/services/sns/provider.py b/localstack-core/localstack/services/sns/provider.py
index 71e1ffdda3c4f..ce9efcc0a28d0 100644
--- a/localstack-core/localstack/services/sns/provider.py
+++ b/localstack-core/localstack/services/sns/provider.py
@@ -86,6 +86,7 @@
 from localstack.utils.collections import PaginatedList, select_from_typed_dict
 from localstack.utils.strings import short_uid, to_bytes, to_str
 
+from ...state import StateVisitor
 from .analytics import internal_api_calls
 
 # set up logger
@@ -118,6 +119,10 @@ def __init__(self) -> None:
         self._publisher = PublishDispatcher()
         self._signature_cert_pem: str = SNS_SERVER_CERT
 
+    def accept_state_visitor(self, visitor: StateVisitor):
+        visitor.visit(sns_backends)
+        visitor.visit(sns_stores)
+
     def on_before_stop(self):
         self._publisher.shutdown()
 
diff --git a/localstack-core/localstack/services/sns/v2/provider.py b/localstack-core/localstack/services/sns/v2/provider.py
index 217ee7d1a82cf..2abaa7b8333f1 100644
--- a/localstack-core/localstack/services/sns/v2/provider.py
+++ b/localstack-core/localstack/services/sns/v2/provider.py
@@ -118,6 +118,7 @@
     parse_and_validate_topic_arn,
     validate_subscription_attribute,
 )
+from localstack.state import StateVisitor
 from localstack.utils.aws.arns import (
     extract_account_id_from_arn,
     extract_region_from_arn,
@@ -142,6 +143,9 @@ def __init__(self) -> None:
         self._publisher = PublishDispatcher()
         self._signature_cert_pem: str = SNS_SERVER_CERT
 
+    def accept_state_visitor(self, visitor: StateVisitor):
+        visitor.visit(sns_stores)
+
     def on_before_stop(self):
         self._publisher.shutdown()
 
diff --git a/localstack-core/localstack/services/sqs/provider.py b/localstack-core/localstack/services/sqs/provider.py
index 49e177682a75a..9df6cb724d265 100644
--- a/localstack-core/localstack/services/sqs/provider.py
+++ b/localstack-core/localstack/services/sqs/provider.py
@@ -101,6 +101,7 @@
     parse_queue_url,
 )
 from localstack.services.stores import AccountRegionBundle
+from localstack.state import StateVisitor
 from localstack.utils.aws.arns import parse_arn
 from localstack.utils.bootstrap import is_api_enabled
 from localstack.utils.cloudwatch.cloudwatch_util import (
@@ -659,6 +660,9 @@ def __init__(self) -> None:
         self._router_rules = []
         self._init_cloudwatch_metrics_reporting()
 
+    def accept_state_visitor(self, visitor: StateVisitor):
+        visitor.visit(sqs_stores)
+
     @staticmethod
     def get_store(account_id: str, region: str) -> SqsStore:
         return sqs_stores[account_id][region]
diff --git a/localstack-core/localstack/services/ssm/provider.py b/localstack-core/localstack/services/ssm/provider.py
index 8e2b91371eac8..6c1d0c7d1a2fa 100644
--- a/localstack-core/localstack/services/ssm/provider.py
+++ b/localstack-core/localstack/services/ssm/provider.py
@@ -78,6 +78,7 @@
 )
 from localstack.aws.connect import connect_to
 from localstack.services.moto import call_moto, call_moto_with_request
+from localstack.state import StateVisitor
 from localstack.utils.aws.arns import extract_resource_from_arn, is_arn
 from localstack.utils.bootstrap import is_api_enabled
 from localstack.utils.collections import remove_attributes
@@ -105,6 +106,11 @@ def __init__(self):
 
 # TODO: check if _normalize_name(..) calls are still required here
 class SsmProvider(SsmApi, ABC):
+    def accept_state_visitor(self, visitor: StateVisitor):
+        from moto.ssm.models import ssm_backends
+
+        visitor.visit(ssm_backends)
+
     def get_parameters(
         self,
         context: RequestContext,
diff --git a/localstack-core/localstack/services/sts/provider.py b/localstack-core/localstack/services/sts/provider.py
index a4b76117a89e9..f2f56ad6eb950 100644
--- a/localstack-core/localstack/services/sts/provider.py
+++ b/localstack-core/localstack/services/sts/provider.py
@@ -23,6 +23,7 @@
 from localstack.services.moto import call_moto
 from localstack.services.plugins import ServiceLifecycleHook
 from localstack.services.sts.models import SessionConfig, sts_stores
+from localstack.state import StateVisitor
 from localstack.utils.aws.arns import extract_account_id_from_arn
 from localstack.utils.aws.request_context import extract_access_key_id_from_auth_header
 
@@ -50,6 +51,12 @@ class StsProvider(StsApi, ServiceLifecycleHook):
     def __init__(self):
         apply_iam_patches()
 
+    def accept_state_visitor(self, visitor: StateVisitor):
+        from moto.sts.models import sts_backends
+
+        visitor.visit(sts_backends)
+        visitor.visit(sts_stores)
+
     def get_caller_identity(self, context: RequestContext, **kwargs) -> GetCallerIdentityResponse:
         response = call_moto(context)
         if "user/moto" in response["Arn"] and "sts" in response["Arn"]:
diff --git a/localstack-core/localstack/services/support/provider.py b/localstack-core/localstack/services/support/provider.py
index 5a31be07baf6d..6d136ef975280 100644
--- a/localstack-core/localstack/services/support/provider.py
+++ b/localstack-core/localstack/services/support/provider.py
@@ -1,7 +1,11 @@
 from abc import ABC
 
 from localstack.aws.api.support import SupportApi
+from localstack.state import StateVisitor
 
 
 class SupportProvider(SupportApi, ABC):
-    pass
+    def accept_state_visitor(self, visitor: StateVisitor):
+        from moto.support.models import support_backends
+
+        visitor.visit(support_backends)
diff --git a/localstack-core/localstack/services/swf/provider.py b/localstack-core/localstack/services/swf/provider.py
index b21f71dfaa915..94bec537b377b 100644
--- a/localstack-core/localstack/services/swf/provider.py
+++ b/localstack-core/localstack/services/swf/provider.py
@@ -1,7 +1,11 @@
 from abc import ABC
 
 from localstack.aws.api.swf import SwfApi
+from localstack.state import StateVisitor
 
 
 class SWFProvider(SwfApi, ABC):
-    pass
+    def accept_state_visitor(self, visitor: StateVisitor):
+        from moto.swf.models import swf_backends
+
+        visitor.visit(swf_backends)
diff --git a/localstack-core/localstack/services/transcribe/provider.py b/localstack-core/localstack/services/transcribe/provider.py
index 8870f43e83a01..6537e1e6c53e8 100644
--- a/localstack-core/localstack/services/transcribe/provider.py
+++ b/localstack-core/localstack/services/transcribe/provider.py
@@ -38,6 +38,7 @@
 )
 from localstack.services.transcribe.models import TranscribeStore, transcribe_stores
 from localstack.services.transcribe.packages import vosk_package
+from localstack.state import StateVisitor
 from localstack.utils.files import new_tmp_file
 from localstack.utils.http import download
 from localstack.utils.run import run
@@ -101,6 +102,12 @@
 
 
 class TranscribeProvider(TranscribeApi):
+    def accept_state_visitor(self, visitor: StateVisitor) -> None:
+        from moto.transcribe.models import transcribe_backends
+
+        visitor.visit(transcribe_backends)
+        visitor.visit(transcribe_stores)
+
     def get_transcription_job(
         self, context: RequestContext, transcription_job_name: TranscriptionJobName, **kwargs: Any
     ) -> GetTranscriptionJobResponse:

From fee5f5f3f43153893809fd29cd4056c475d3afbd Mon Sep 17 00:00:00 2001
From: Alex Rashed <2796604+alexrashed@users.noreply.github.com>
Date: Tue, 2 Dec 2025 16:02:06 +0100
Subject: [PATCH 426/697]  update kinesis-mock from 0.5.1 to 0.5.2 (#13448)

---
 localstack-core/localstack/services/kinesis/packages.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/localstack-core/localstack/services/kinesis/packages.py b/localstack-core/localstack/services/kinesis/packages.py
index a6b4138a937b7..0f10c3d2415f5 100644
--- a/localstack-core/localstack/services/kinesis/packages.py
+++ b/localstack-core/localstack/services/kinesis/packages.py
@@ -7,7 +7,7 @@
 from localstack.packages.core import GitHubReleaseInstaller, NodePackageInstaller
 from localstack.packages.java import JavaInstallerMixin, java_package
 
-_KINESIS_MOCK_VERSION = os.environ.get("KINESIS_MOCK_VERSION") or "0.5.1"
+_KINESIS_MOCK_VERSION = os.environ.get("KINESIS_MOCK_VERSION") or "0.5.2"
 
 
 class KinesisMockEngine(StrEnum):

From 049201f959fddcdd8ed9cb62a5db6b713f0692f2 Mon Sep 17 00:00:00 2001
From: Mathieu Cloutier <79954947+cloutierMat@users.noreply.github.com>
Date: Tue, 2 Dec 2025 13:25:33 -0700
Subject: [PATCH 427/697] fix/external client CA bundle (#13451)

---
 localstack-core/localstack/aws/connect.py | 15 ++++++++++++---
 1 file changed, 12 insertions(+), 3 deletions(-)

diff --git a/localstack-core/localstack/aws/connect.py b/localstack-core/localstack/aws/connect.py
index 7c7aeb22282f4..9dc6338a434fc 100644
--- a/localstack-core/localstack/aws/connect.py
+++ b/localstack-core/localstack/aws/connect.py
@@ -7,6 +7,7 @@
 
 import json
 import logging
+import os
 import re
 import threading
 from abc import ABC, abstractmethod
@@ -250,7 +251,7 @@ class ClientFactory(ABC):
     def __init__(
         self,
         use_ssl: bool = False,
-        verify: bool = False,
+        verify: bool | str = False,
         session: Session = None,
         config: Config = None,
     ):
@@ -683,11 +684,19 @@ def __init__(
         session: Session = None,
         config: Config = None,
     ):
-        super().__init__(use_ssl=True, verify=True, session=session, config=config)
+        if ca_cert := os.getenv("REQUESTS_CA_BUNDLE"):
+            LOG.debug("Creating External AWS Client with REQUESTS_CA_BUNDLE=%s", ca_cert)
+
+        super().__init__(
+            use_ssl=localstack_config.is_env_not_false("USE_SSL"),
+            verify=ca_cert or True,
+            session=session,
+            config=config,
+        )
 
     def _get_client_post_hook(self, client: BaseClient) -> BaseClient:
         client = super()._get_client_post_hook(client)
-        client._endpoint.http_session = ExternalBypassDnsSession()
+        client._endpoint.http_session = ExternalBypassDnsSession(verify=self._verify)
         return client
 
 

From 84bdd4a098c2dece9007a8a9ec7ba0d0c7ae09dd Mon Sep 17 00:00:00 2001
From: Misha Tiurin <650819+tiurin@users.noreply.github.com>
Date: Wed, 3 Dec 2025 13:14:21 +0100
Subject: [PATCH 428/697] [SFN][TestState] Make roleArn optional (#13459)

roleArn is now only required when tested state is Task and a mock is not provided.

Add validation for roleArn presence.
Add workaround for roleArn being not optional in Execution hierarchy.
Remove roleArn from tests where it is not needed - much faster execution agaisnt AWS with only necessary fields provided. Snapshot recording hasn't changed.
---
 .../test_state/test_state_analyser.py         |  12 ++
 .../services/stepfunctions/provider.py        |  22 ++-
 .../test_state/test_field_validation_mode.py  |  43 -----
 .../test_field_validation_mode.snapshot.json  |  34 ++--
 ...test_field_validation_mode.validation.json | 138 ++++++++--------
 .../test_field_validation_mode_none.py        |   5 -
 ...t_field_validation_mode_none.snapshot.json |   4 +-
 ...field_validation_mode_none.validation.json |  18 +--
 .../test_field_validation_mode_present.py     |  48 ------
 ...ield_validation_mode_present.snapshot.json |  34 ++--
 ...ld_validation_mode_present.validation.json | 138 ++++++++--------
 .../test_test_state_machine_scenarios.py      |  22 +--
 ...test_state_machine_scenarios.snapshot.json |  36 ++---
 ...st_state_machine_scenarios.validation.json | 152 +++++++++---------
 .../test_test_state_mock_scenarios.py         |  24 ---
 ...st_test_state_mock_scenarios.snapshot.json |  16 +-
 ..._test_state_mock_scenarios.validation.json |  70 ++++----
 .../test_state/test_test_state_scenarios.py   |  33 +++-
 .../test_test_state_scenarios.snapshot.json   |  58 ++++++-
 .../test_test_state_scenarios.validation.json |  19 ++-
 20 files changed, 450 insertions(+), 476 deletions(-)

diff --git a/localstack-core/localstack/services/stepfunctions/asl/static_analyser/test_state/test_state_analyser.py b/localstack-core/localstack/services/stepfunctions/asl/static_analyser/test_state/test_state_analyser.py
index 23f817f7da130..31a8c9d0883ce 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/static_analyser/test_state/test_state_analyser.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/static_analyser/test_state/test_state_analyser.py
@@ -24,6 +24,9 @@
 from localstack.services.stepfunctions.asl.component.state.state_execution.state_task.service.state_task_service_api_gateway import (
     StateTaskServiceApiGateway,
 )
+from localstack.services.stepfunctions.asl.component.state.state_execution.state_task.state_task import (
+    StateTask,
+)
 from localstack.services.stepfunctions.asl.component.state.state_type import StateType
 from localstack.services.stepfunctions.asl.component.test_state.program.test_state_program import (
     TestStateProgram,
@@ -58,6 +61,15 @@ def is_state_in_definition(definition: Definition, state_name: StateName) -> boo
 
         return test_program.test_state is not None
 
+    @staticmethod
+    def validate_role_arn_required(
+        mock_input: MockInput, definition: Definition, state_name: StateName
+    ) -> None:
+        test_program, _ = TestStateAmazonStateLanguageParser.parse(definition, state_name)
+        test_state = test_program.test_state
+        if isinstance(test_state, StateTask) and mock_input is None:
+            raise ValidationException("RoleArn must be specified when testing a Task state")
+
     @staticmethod
     def validate_mock(mock_input: MockInput, definition: Definition, state_name: StateName) -> None:
         test_program, _ = TestStateAmazonStateLanguageParser.parse(definition, state_name)
diff --git a/localstack-core/localstack/services/stepfunctions/provider.py b/localstack-core/localstack/services/stepfunctions/provider.py
index 95f9b54ef99a4..6a75d1cf1fae7 100644
--- a/localstack-core/localstack/services/stepfunctions/provider.py
+++ b/localstack-core/localstack/services/stepfunctions/provider.py
@@ -162,6 +162,7 @@
     normalise_max_results,
 )
 from localstack.state import StateVisitor
+from localstack.utils.aws import arns
 from localstack.utils.aws.arns import (
     ARN_PARTITION_REGEX,
     stepfunctions_activity_arn,
@@ -1543,10 +1544,27 @@ def test_state(
         arn = stepfunctions_state_machine_arn(
             name=name, account_id=context.account_id, region_name=context.region
         )
+        role_arn = request.get("roleArn")
+        if role_arn is None:
+            TestStateStaticAnalyser.validate_role_arn_required(
+                mock_input=mock_input, definition=definition, state_name=state_name
+            )
+            # HACK: Added dummy role ARN because it is a required field in Execution.
+            # To allow optional roleArn for the test state but preserve the mandatory one for regular executions
+            # we likely need to remove inheritance TestStateExecution(Execution) in favor of composition.
+            # TestState execution starts to have too many simplifications compared to a regular execution
+            # which renders the inheritance mechanism harmful.
+            # TODO make role_arn optional in TestStateExecution
+            role_arn = arns.iam_role_arn(
+                role_name=f"RoleFor-{name}",
+                account_id=context.account_id,
+                region_name=context.region,
+            )
+
         state_machine = TestStateMachine(
             name=name,
             arn=arn,
-            role_arn=request["roleArn"],
+            role_arn=role_arn,
             definition=request["definition"],
         )
 
@@ -1561,7 +1579,7 @@ def test_state(
 
         execution = TestStateExecution(
             name=exec_name,
-            role_arn=request["roleArn"],
+            role_arn=role_arn,
             exec_arn=exec_arn,
             account_id=context.account_id,
             region_name=context.region,
diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py b/tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py
index 6d064e39f0aac..d01ce521dbc2a 100644
--- a/tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py
@@ -32,9 +32,7 @@ class TestFieldValidationMode:
     @pytest.mark.parametrize("result", EVENTBRIDGE_VALIDATION_PASS_FIELDS_NOT_IN_SPEC)
     def test_strict_mode_mock_result_field_not_in_api_spec(
         self,
-        aws_client,
         aws_client_no_sync_prefix,
-        create_state_machine_iam_role,
         sfn_snapshot,
         result,
     ):
@@ -55,11 +53,8 @@ def test_strict_mode_mock_result_field_not_in_api_spec(
 
         mock = {"result": json.dumps(result)}
 
-        sfn_role_arn = create_state_machine_iam_role(aws_client)
-
         test_case_response = aws_client_no_sync_prefix.stepfunctions.test_state(
             definition=definition,
-            roleArn=sfn_role_arn,
             input=exec_input,
             inspectionLevel=InspectionLevel.INFO,
             mock=mock,
@@ -96,7 +91,6 @@ def test_strict_mode_eventbridge_task(
         self,
         aws_client,
         aws_client_no_sync_prefix,
-        create_state_machine_iam_role,
         sfn_snapshot,
         result,
     ):
@@ -114,12 +108,9 @@ def test_strict_mode_eventbridge_task(
 
         mock = {"result": json.dumps(result)}
 
-        sfn_role_arn = create_state_machine_iam_role(aws_client)
-
         with pytest.raises(aws_client.stepfunctions.exceptions.ValidationException) as e:
             aws_client_no_sync_prefix.stepfunctions.test_state(
                 definition=definition,
-                roleArn=sfn_role_arn,
                 input=exec_input,
                 inspectionLevel=InspectionLevel.INFO,
                 mock=mock,
@@ -151,7 +142,6 @@ def test_strict_mode_sfn_task(
         self,
         aws_client,
         aws_client_no_sync_prefix,
-        create_state_machine_iam_role,
         account_id,
         region_name,
         sfn_snapshot,
@@ -176,12 +166,9 @@ def test_strict_mode_sfn_task(
 
         mock = {"result": json.dumps(result)}
 
-        sfn_role_arn = create_state_machine_iam_role(aws_client)
-
         with pytest.raises(aws_client.stepfunctions.exceptions.ValidationException) as e:
             aws_client_no_sync_prefix.stepfunctions.test_state(
                 definition=definition,
-                roleArn=sfn_role_arn,
                 input=exec_input,
                 inspectionLevel=InspectionLevel.INFO,
                 mock=mock,
@@ -201,9 +188,6 @@ def test_strict_mode_lambda_task(
         self,
         aws_client,
         aws_client_no_sync_prefix,
-        create_state_machine_iam_role,
-        account_id,
-        region_name,
         sfn_snapshot,
         result,
     ):
@@ -213,12 +197,9 @@ def test_strict_mode_lambda_task(
 
         mock = {"result": json.dumps(result)}
 
-        sfn_role_arn = create_state_machine_iam_role(aws_client)
-
         with pytest.raises(aws_client.stepfunctions.exceptions.ValidationException) as e:
             aws_client_no_sync_prefix.stepfunctions.test_state(
                 definition=definition,
-                roleArn=sfn_role_arn,
                 input=exec_input,
                 inspectionLevel=InspectionLevel.INFO,
                 mock=mock,
@@ -238,9 +219,6 @@ def test_strict_mode_dynamodb_task(
         self,
         aws_client,
         aws_client_no_sync_prefix,
-        create_state_machine_iam_role,
-        account_id,
-        region_name,
         sfn_snapshot,
         result,
     ):
@@ -255,12 +233,9 @@ def test_strict_mode_dynamodb_task(
 
         mock = {"result": json.dumps(result)}
 
-        sfn_role_arn = create_state_machine_iam_role(aws_client)
-
         with pytest.raises(aws_client.stepfunctions.exceptions.ValidationException) as e:
             aws_client_no_sync_prefix.stepfunctions.test_state(
                 definition=definition,
-                roleArn=sfn_role_arn,
                 input=exec_input,
                 inspectionLevel=InspectionLevel.INFO,
                 mock=mock,
@@ -284,9 +259,6 @@ def test_strict_mode_aws_sdk_s3_task(
         self,
         aws_client,
         aws_client_no_sync_prefix,
-        create_state_machine_iam_role,
-        account_id,
-        region_name,
         sfn_snapshot,
         result,
     ):
@@ -296,12 +268,9 @@ def test_strict_mode_aws_sdk_s3_task(
 
         mock = {"result": json.dumps(result)}
 
-        sfn_role_arn = create_state_machine_iam_role(aws_client)
-
         with pytest.raises(aws_client.stepfunctions.exceptions.ValidationException) as e:
             aws_client_no_sync_prefix.stepfunctions.test_state(
                 definition=definition,
-                roleArn=sfn_role_arn,
                 input=exec_input,
                 inspectionLevel=InspectionLevel.INFO,
                 mock=mock,
@@ -329,9 +298,6 @@ def test_strict_mode_aws_sdk_kms_task(
         self,
         aws_client,
         aws_client_no_sync_prefix,
-        create_state_machine_iam_role,
-        account_id,
-        region_name,
         sfn_snapshot,
         result,
     ):
@@ -341,12 +307,9 @@ def test_strict_mode_aws_sdk_kms_task(
 
         mock = {"result": json.dumps(result)}
 
-        sfn_role_arn = create_state_machine_iam_role(aws_client)
-
         with pytest.raises(aws_client.stepfunctions.exceptions.ValidationException) as e:
             aws_client_no_sync_prefix.stepfunctions.test_state(
                 definition=definition,
-                roleArn=sfn_role_arn,
                 input=exec_input,
                 inspectionLevel=InspectionLevel.INFO,
                 mock=mock,
@@ -373,9 +336,6 @@ def test_strict_mode_aws_sdk_lambda_get_function_task(
         self,
         aws_client,
         aws_client_no_sync_prefix,
-        create_state_machine_iam_role,
-        account_id,
-        region_name,
         sfn_snapshot,
         result,
     ):
@@ -385,12 +345,9 @@ def test_strict_mode_aws_sdk_lambda_get_function_task(
 
         mock = {"result": json.dumps(result)}
 
-        sfn_role_arn = create_state_machine_iam_role(aws_client)
-
         with pytest.raises(aws_client.stepfunctions.exceptions.ValidationException) as e:
             aws_client_no_sync_prefix.stepfunctions.test_state(
                 definition=definition,
-                roleArn=sfn_role_arn,
                 input=exec_input,
                 inspectionLevel=InspectionLevel.INFO,
                 mock=mock,
diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.snapshot.json b/tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.snapshot.json
index b835755419931..9cfb658b6091c 100644
--- a/tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.snapshot.json
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.snapshot.json
@@ -1,6 +1,6 @@
 {
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py::TestFieldValidationMode::test_strict_mode_mock_result_field_not_in_api_spec[field_not_part_of_api_spec]": {
-    "recorded-date": "26-11-2025, 00:19:16",
+    "recorded-date": "03-12-2025, 01:10:10",
     "recorded-content": {
       "test_case_response": {
         "output": {
@@ -15,7 +15,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py::TestFieldValidationMode::test_strict_mode_mock_result_field_not_in_api_spec[empty_json]": {
-    "recorded-date": "26-11-2025, 00:19:30",
+    "recorded-date": "03-12-2025, 01:10:10",
     "recorded-content": {
       "test_case_response": {
         "output": {},
@@ -28,7 +28,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py::TestFieldValidationMode::test_strict_mode_eventbridge_task[wrong_type_top_level_field]": {
-    "recorded-date": "26-11-2025, 00:19:44",
+    "recorded-date": "03-12-2025, 01:10:10",
     "recorded-content": {
       "validation-exception": {
         "Error": {
@@ -44,7 +44,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py::TestFieldValidationMode::test_strict_mode_eventbridge_task[wrong_type_nested_field]": {
-    "recorded-date": "26-11-2025, 00:19:58",
+    "recorded-date": "03-12-2025, 01:10:10",
     "recorded-content": {
       "validation-exception": {
         "Error": {
@@ -60,7 +60,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py::TestFieldValidationMode::test_strict_mode_eventbridge_task[wrong_type_2nd_array_element]": {
-    "recorded-date": "26-11-2025, 00:20:12",
+    "recorded-date": "03-12-2025, 01:10:10",
     "recorded-content": {
       "validation-exception": {
         "Error": {
@@ -76,7 +76,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py::TestFieldValidationMode::test_strict_mode_sfn_task[missing_required_fields]": {
-    "recorded-date": "26-11-2025, 00:20:26",
+    "recorded-date": "03-12-2025, 01:10:11",
     "recorded-content": {
       "validation-exception": {
         "Error": {
@@ -92,7 +92,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py::TestFieldValidationMode::test_strict_mode_sfn_task[field_name_not_in_sfn_case]": {
-    "recorded-date": "26-11-2025, 00:20:40",
+    "recorded-date": "03-12-2025, 01:10:11",
     "recorded-content": {
       "validation-exception": {
         "Error": {
@@ -108,7 +108,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py::TestFieldValidationMode::test_strict_mode_sfn_task[wrong_timestamp_type_bool]": {
-    "recorded-date": "26-11-2025, 00:20:54",
+    "recorded-date": "03-12-2025, 01:10:11",
     "recorded-content": {
       "validation-exception": {
         "Error": {
@@ -124,7 +124,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py::TestFieldValidationMode::test_strict_mode_sfn_task[wrong_timestamp_type_number]": {
-    "recorded-date": "26-11-2025, 00:21:08",
+    "recorded-date": "03-12-2025, 01:10:11",
     "recorded-content": {
       "validation-exception": {
         "Error": {
@@ -140,7 +140,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py::TestFieldValidationMode::test_strict_mode_lambda_task[wrong_integer_type_string]": {
-    "recorded-date": "26-11-2025, 00:21:22",
+    "recorded-date": "03-12-2025, 01:10:11",
     "recorded-content": {
       "validation-exception": {
         "Error": {
@@ -156,7 +156,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py::TestFieldValidationMode::test_strict_mode_dynamodb_task[wrong_float_type_string]": {
-    "recorded-date": "26-11-2025, 00:21:36",
+    "recorded-date": "03-12-2025, 01:10:12",
     "recorded-content": {
       "validation-exception": {
         "Error": {
@@ -172,7 +172,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py::TestFieldValidationMode::test_strict_mode_aws_sdk_s3_task[wrong_long_type_string]": {
-    "recorded-date": "26-11-2025, 00:21:50",
+    "recorded-date": "03-12-2025, 01:10:12",
     "recorded-content": {
       "validation-exception": {
         "Error": {
@@ -188,7 +188,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py::TestFieldValidationMode::test_strict_mode_aws_sdk_s3_task[non_existent_enum_value]": {
-    "recorded-date": "26-11-2025, 00:22:03",
+    "recorded-date": "03-12-2025, 01:10:12",
     "recorded-content": {
       "validation-exception": {
         "Error": {
@@ -204,7 +204,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py::TestFieldValidationMode::test_strict_mode_aws_sdk_kms_task[wrong_blob_type_number]": {
-    "recorded-date": "26-11-2025, 00:22:17",
+    "recorded-date": "03-12-2025, 01:10:12",
     "recorded-content": {
       "validation-exception": {
         "Error": {
@@ -220,7 +220,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py::TestFieldValidationMode::test_strict_mode_aws_sdk_kms_task[wrong_blob_length_less_than_minimum]": {
-    "recorded-date": "26-11-2025, 00:22:31",
+    "recorded-date": "03-12-2025, 01:10:13",
     "recorded-content": {
       "validation-exception": {
         "Error": {
@@ -236,7 +236,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py::TestFieldValidationMode::test_strict_mode_aws_sdk_lambda_get_function_task[integer_less_than_minimum_allowed]": {
-    "recorded-date": "26-11-2025, 00:22:45",
+    "recorded-date": "03-12-2025, 01:10:13",
     "recorded-content": {
       "validation-exception": {
         "Error": {
@@ -252,7 +252,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py::TestFieldValidationMode::test_strict_mode_aws_sdk_lambda_get_function_task[integer_more_than_maximum_allowed]": {
-    "recorded-date": "26-11-2025, 00:22:58",
+    "recorded-date": "03-12-2025, 01:10:13",
     "recorded-content": {
       "validation-exception": {
         "Error": {
diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.validation.json b/tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.validation.json
index b1553fdb56fff..8175803528190 100644
--- a/tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.validation.json
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.validation.json
@@ -1,155 +1,155 @@
 {
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py::TestFieldValidationMode::test_strict_mode_aws_sdk_kms_task[wrong_blob_length_less_than_minimum]": {
-    "last_validated_date": "2025-11-26T00:22:32+00:00",
+    "last_validated_date": "2025-12-03T01:10:13+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 12.84,
-      "teardown": 0.94,
-      "total": 13.78
+      "call": 0.24,
+      "teardown": 0.0,
+      "total": 0.24
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py::TestFieldValidationMode::test_strict_mode_aws_sdk_kms_task[wrong_blob_type_number]": {
-    "last_validated_date": "2025-11-26T00:22:18+00:00",
+    "last_validated_date": "2025-12-03T01:10:12+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 12.82,
-      "teardown": 0.93,
-      "total": 13.75
+      "call": 0.2,
+      "teardown": 0.0,
+      "total": 0.2
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py::TestFieldValidationMode::test_strict_mode_aws_sdk_lambda_get_function_task[integer_less_than_minimum_allowed]": {
-    "last_validated_date": "2025-11-26T00:22:46+00:00",
+    "last_validated_date": "2025-12-03T01:10:13+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 12.76,
-      "teardown": 0.95,
-      "total": 13.71
+      "call": 0.21,
+      "teardown": 0.0,
+      "total": 0.21
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py::TestFieldValidationMode::test_strict_mode_aws_sdk_lambda_get_function_task[integer_more_than_maximum_allowed]": {
-    "last_validated_date": "2025-11-26T00:22:59+00:00",
+    "last_validated_date": "2025-12-03T01:10:13+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 12.08,
-      "teardown": 1.37,
-      "total": 13.45
+      "call": 0.2,
+      "teardown": 0.0,
+      "total": 0.2
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py::TestFieldValidationMode::test_strict_mode_aws_sdk_s3_task[non_existent_enum_value]": {
-    "last_validated_date": "2025-11-26T00:22:04+00:00",
+    "last_validated_date": "2025-12-03T01:10:12+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 12.77,
-      "teardown": 0.92,
-      "total": 13.69
+      "call": 0.28,
+      "teardown": 0.0,
+      "total": 0.28
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py::TestFieldValidationMode::test_strict_mode_aws_sdk_s3_task[wrong_long_type_string]": {
-    "last_validated_date": "2025-11-26T00:21:51+00:00",
+    "last_validated_date": "2025-12-03T01:10:12+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 12.93,
-      "teardown": 0.94,
-      "total": 13.87
+      "call": 0.2,
+      "teardown": 0.0,
+      "total": 0.2
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py::TestFieldValidationMode::test_strict_mode_dynamodb_task[wrong_float_type_string]": {
-    "last_validated_date": "2025-11-26T00:21:37+00:00",
+    "last_validated_date": "2025-12-03T01:10:12+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 12.75,
-      "teardown": 0.9,
-      "total": 13.65
+      "call": 0.22,
+      "teardown": 0.0,
+      "total": 0.22
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py::TestFieldValidationMode::test_strict_mode_eventbridge_task[wrong_type_2nd_array_element]": {
-    "last_validated_date": "2025-11-26T00:20:13+00:00",
+    "last_validated_date": "2025-12-03T01:10:10+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 12.78,
-      "teardown": 1.08,
-      "total": 13.86
+      "call": 0.2,
+      "teardown": 0.0,
+      "total": 0.2
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py::TestFieldValidationMode::test_strict_mode_eventbridge_task[wrong_type_nested_field]": {
-    "last_validated_date": "2025-11-26T00:19:59+00:00",
+    "last_validated_date": "2025-12-03T01:10:10+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 13.06,
-      "teardown": 0.94,
-      "total": 14.0
+      "call": 0.2,
+      "teardown": 0.0,
+      "total": 0.2
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py::TestFieldValidationMode::test_strict_mode_eventbridge_task[wrong_type_top_level_field]": {
-    "last_validated_date": "2025-11-26T00:19:45+00:00",
+    "last_validated_date": "2025-12-03T01:10:10+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 12.85,
-      "teardown": 1.13,
-      "total": 13.98
+      "call": 0.21,
+      "teardown": 0.0,
+      "total": 0.21
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py::TestFieldValidationMode::test_strict_mode_lambda_task[wrong_integer_type_string]": {
-    "last_validated_date": "2025-11-26T00:21:23+00:00",
+    "last_validated_date": "2025-12-03T01:10:11+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 12.85,
-      "teardown": 0.92,
-      "total": 13.77
+      "call": 0.22,
+      "teardown": 0.0,
+      "total": 0.22
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py::TestFieldValidationMode::test_strict_mode_mock_result_field_not_in_api_spec[empty_json]": {
-    "last_validated_date": "2025-11-26T00:19:31+00:00",
+    "last_validated_date": "2025-12-03T01:10:10+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 12.83,
-      "teardown": 0.94,
-      "total": 13.77
+      "call": 0.2,
+      "teardown": 0.0,
+      "total": 0.2
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py::TestFieldValidationMode::test_strict_mode_mock_result_field_not_in_api_spec[field_not_part_of_api_spec]": {
-    "last_validated_date": "2025-11-26T00:19:17+00:00",
+    "last_validated_date": "2025-12-03T01:10:10+00:00",
     "durations_in_seconds": {
-      "setup": 0.51,
-      "call": 14.06,
-      "teardown": 0.97,
-      "total": 15.54
+      "setup": 0.52,
+      "call": 0.65,
+      "teardown": 0.0,
+      "total": 1.17
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py::TestFieldValidationMode::test_strict_mode_sfn_task[field_name_not_in_sfn_case]": {
-    "last_validated_date": "2025-11-26T00:20:41+00:00",
+    "last_validated_date": "2025-12-03T01:10:11+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 13.06,
-      "teardown": 1.08,
-      "total": 14.14
+      "call": 0.21,
+      "teardown": 0.0,
+      "total": 0.21
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py::TestFieldValidationMode::test_strict_mode_sfn_task[missing_required_fields]": {
-    "last_validated_date": "2025-11-26T00:20:27+00:00",
+    "last_validated_date": "2025-12-03T01:10:11+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 12.97,
-      "teardown": 1.06,
-      "total": 14.03
+      "call": 0.26,
+      "teardown": 0.0,
+      "total": 0.26
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py::TestFieldValidationMode::test_strict_mode_sfn_task[wrong_timestamp_type_bool]": {
-    "last_validated_date": "2025-11-26T00:20:55+00:00",
+    "last_validated_date": "2025-12-03T01:10:11+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 12.97,
-      "teardown": 1.12,
-      "total": 14.09
+      "call": 0.2,
+      "teardown": 0.0,
+      "total": 0.2
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode.py::TestFieldValidationMode::test_strict_mode_sfn_task[wrong_timestamp_type_number]": {
-    "last_validated_date": "2025-11-26T00:21:09+00:00",
+    "last_validated_date": "2025-12-03T01:10:11+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 12.9,
-      "teardown": 1.14,
-      "total": 14.04
+      "call": 0.2,
+      "teardown": 0.0,
+      "total": 0.2
     }
   }
 }
diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_none.py b/tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_none.py
index fe90e611be033..f6e7e9fec3976 100644
--- a/tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_none.py
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_none.py
@@ -26,9 +26,7 @@ class TestFieldValidationModeNone:
     @pytest.mark.parametrize("result", SFN_VALIDATION_ERRORS)
     def test_none_mode_sfn_task(
         self,
-        aws_client,
         aws_client_no_sync_prefix,
-        create_state_machine_iam_role,
         account_id,
         region_name,
         sfn_snapshot,
@@ -53,11 +51,8 @@ def test_none_mode_sfn_task(
 
         mock = {"result": json.dumps(result), "fieldValidationMode": "NONE"}
 
-        sfn_role_arn = create_state_machine_iam_role(aws_client)
-
         test_state_response = aws_client_no_sync_prefix.stepfunctions.test_state(
             definition=definition,
-            roleArn=sfn_role_arn,
             input=exec_input,
             inspectionLevel=InspectionLevel.INFO,
             mock=mock,
diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_none.snapshot.json b/tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_none.snapshot.json
index dc468157ea44d..1814ca1c64915 100644
--- a/tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_none.snapshot.json
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_none.snapshot.json
@@ -1,6 +1,6 @@
 {
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_none.py::TestFieldValidationModeNone::test_none_mode_sfn_task[missing_required_fields]": {
-    "recorded-date": "26-11-2025, 15:56:57",
+    "recorded-date": "03-12-2025, 01:12:35",
     "recorded-content": {
       "test_state_response": {
         "output": {
@@ -15,7 +15,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_none.py::TestFieldValidationModeNone::test_none_mode_sfn_task[wrong_timestamp_type_bool]": {
-    "recorded-date": "26-11-2025, 15:57:11",
+    "recorded-date": "03-12-2025, 01:12:35",
     "recorded-content": {
       "test_state_response": {
         "output": {
diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_none.validation.json b/tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_none.validation.json
index af4c712d9d0d5..4610684b4aa39 100644
--- a/tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_none.validation.json
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_none.validation.json
@@ -1,20 +1,20 @@
 {
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_none.py::TestFieldValidationModeNone::test_none_mode_sfn_task[missing_required_fields]": {
-    "last_validated_date": "2025-11-26T15:56:58+00:00",
+    "last_validated_date": "2025-12-03T01:12:35+00:00",
     "durations_in_seconds": {
-      "setup": 0.52,
-      "call": 14.15,
-      "teardown": 1.05,
-      "total": 15.72
+      "setup": 0.49,
+      "call": 0.62,
+      "teardown": 0.0,
+      "total": 1.11
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_none.py::TestFieldValidationModeNone::test_none_mode_sfn_task[wrong_timestamp_type_bool]": {
-    "last_validated_date": "2025-11-26T15:57:12+00:00",
+    "last_validated_date": "2025-12-03T01:12:35+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 12.91,
-      "teardown": 0.98,
-      "total": 13.89
+      "call": 0.2,
+      "teardown": 0.0,
+      "total": 0.2
     }
   }
 }
diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py b/tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py
index d385ea3c2fa0e..f29dabbbfde1f 100644
--- a/tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py
@@ -21,9 +21,7 @@ class TestFieldValidationModePresent:
     @pytest.mark.parametrize("result", EVENTBRIDGE_VALIDATION_PASS_FIELDS_NOT_IN_SPEC)
     def test_present_mode_mock_result_field_not_in_api_spec(
         self,
-        aws_client,
         aws_client_no_sync_prefix,
-        create_state_machine_iam_role,
         sfn_snapshot,
         result,
     ):
@@ -44,11 +42,8 @@ def test_present_mode_mock_result_field_not_in_api_spec(
 
         mock = {"result": json.dumps(result), "fieldValidationMode": "PRESENT"}
 
-        sfn_role_arn = create_state_machine_iam_role(aws_client)
-
         test_case_response = aws_client_no_sync_prefix.stepfunctions.test_state(
             definition=definition,
-            roleArn=sfn_role_arn,
             input=exec_input,
             inspectionLevel=InspectionLevel.INFO,
             mock=mock,
@@ -85,7 +80,6 @@ def test_present_mode_eventbridge_task(
         self,
         aws_client,
         aws_client_no_sync_prefix,
-        create_state_machine_iam_role,
         sfn_snapshot,
         result,
     ):
@@ -103,12 +97,9 @@ def test_present_mode_eventbridge_task(
 
         mock = {"result": json.dumps(result), "fieldValidationMode": "PRESENT"}
 
-        sfn_role_arn = create_state_machine_iam_role(aws_client)
-
         with pytest.raises(aws_client.stepfunctions.exceptions.ValidationException) as e:
             aws_client_no_sync_prefix.stepfunctions.test_state(
                 definition=definition,
-                roleArn=sfn_role_arn,
                 input=exec_input,
                 inspectionLevel=InspectionLevel.INFO,
                 mock=mock,
@@ -135,9 +126,7 @@ def test_present_mode_eventbridge_task(
     @pytest.mark.parametrize("result", SFN_MALFORMED_RESULTS_ALLOWED_IN_PRESENT_MODE)
     def test_present_mode_sfn_task_validation_pass(
         self,
-        aws_client,
         aws_client_no_sync_prefix,
-        create_state_machine_iam_role,
         account_id,
         region_name,
         sfn_snapshot,
@@ -165,11 +154,8 @@ def test_present_mode_sfn_task_validation_pass(
 
         mock = {"result": json.dumps(result), "fieldValidationMode": "PRESENT"}
 
-        sfn_role_arn = create_state_machine_iam_role(aws_client)
-
         test_state_response = aws_client_no_sync_prefix.stepfunctions.test_state(
             definition=definition,
-            roleArn=sfn_role_arn,
             input=exec_input,
             inspectionLevel=InspectionLevel.INFO,
             mock=mock,
@@ -197,7 +183,6 @@ def test_present_mode_sfn_task_validation_fail(
         self,
         aws_client,
         aws_client_no_sync_prefix,
-        create_state_machine_iam_role,
         account_id,
         region_name,
         sfn_snapshot,
@@ -222,12 +207,9 @@ def test_present_mode_sfn_task_validation_fail(
 
         mock = {"result": json.dumps(result), "fieldValidationMode": "PRESENT"}
 
-        sfn_role_arn = create_state_machine_iam_role(aws_client)
-
         with pytest.raises(aws_client.stepfunctions.exceptions.ValidationException) as e:
             aws_client_no_sync_prefix.stepfunctions.test_state(
                 definition=definition,
-                roleArn=sfn_role_arn,
                 input=exec_input,
                 inspectionLevel=InspectionLevel.INFO,
                 mock=mock,
@@ -249,9 +231,6 @@ def test_present_mode_lambda_task(
         self,
         aws_client,
         aws_client_no_sync_prefix,
-        create_state_machine_iam_role,
-        account_id,
-        region_name,
         sfn_snapshot,
         result,
     ):
@@ -261,12 +240,9 @@ def test_present_mode_lambda_task(
 
         mock = {"result": json.dumps(result), "fieldValidationMode": "PRESENT"}
 
-        sfn_role_arn = create_state_machine_iam_role(aws_client)
-
         with pytest.raises(aws_client.stepfunctions.exceptions.ValidationException) as e:
             aws_client_no_sync_prefix.stepfunctions.test_state(
                 definition=definition,
-                roleArn=sfn_role_arn,
                 input=exec_input,
                 inspectionLevel=InspectionLevel.INFO,
                 mock=mock,
@@ -286,9 +262,6 @@ def test_present_mode_dynamodb_task(
         self,
         aws_client,
         aws_client_no_sync_prefix,
-        create_state_machine_iam_role,
-        account_id,
-        region_name,
         sfn_snapshot,
         result,
     ):
@@ -303,12 +276,9 @@ def test_present_mode_dynamodb_task(
 
         mock = {"result": json.dumps(result), "fieldValidationMode": "PRESENT"}
 
-        sfn_role_arn = create_state_machine_iam_role(aws_client)
-
         with pytest.raises(aws_client.stepfunctions.exceptions.ValidationException) as e:
             aws_client_no_sync_prefix.stepfunctions.test_state(
                 definition=definition,
-                roleArn=sfn_role_arn,
                 input=exec_input,
                 inspectionLevel=InspectionLevel.INFO,
                 mock=mock,
@@ -332,9 +302,6 @@ def test_present_mode_aws_sdk_s3_task(
         self,
         aws_client,
         aws_client_no_sync_prefix,
-        create_state_machine_iam_role,
-        account_id,
-        region_name,
         sfn_snapshot,
         result,
     ):
@@ -344,12 +311,9 @@ def test_present_mode_aws_sdk_s3_task(
 
         mock = {"result": json.dumps(result), "fieldValidationMode": "PRESENT"}
 
-        sfn_role_arn = create_state_machine_iam_role(aws_client)
-
         with pytest.raises(aws_client.stepfunctions.exceptions.ValidationException) as e:
             aws_client_no_sync_prefix.stepfunctions.test_state(
                 definition=definition,
-                roleArn=sfn_role_arn,
                 input=exec_input,
                 inspectionLevel=InspectionLevel.INFO,
                 mock=mock,
@@ -377,9 +341,6 @@ def test_present_mode_aws_sdk_kms_task(
         self,
         aws_client,
         aws_client_no_sync_prefix,
-        create_state_machine_iam_role,
-        account_id,
-        region_name,
         sfn_snapshot,
         result,
     ):
@@ -389,12 +350,9 @@ def test_present_mode_aws_sdk_kms_task(
 
         mock = {"result": json.dumps(result), "fieldValidationMode": "PRESENT"}
 
-        sfn_role_arn = create_state_machine_iam_role(aws_client)
-
         with pytest.raises(aws_client.stepfunctions.exceptions.ValidationException) as e:
             aws_client_no_sync_prefix.stepfunctions.test_state(
                 definition=definition,
-                roleArn=sfn_role_arn,
                 input=exec_input,
                 inspectionLevel=InspectionLevel.INFO,
                 mock=mock,
@@ -421,9 +379,6 @@ def test_present_mode_aws_sdk_lambda_get_function_task(
         self,
         aws_client,
         aws_client_no_sync_prefix,
-        create_state_machine_iam_role,
-        account_id,
-        region_name,
         sfn_snapshot,
         result,
     ):
@@ -433,12 +388,9 @@ def test_present_mode_aws_sdk_lambda_get_function_task(
 
         mock = {"result": json.dumps(result), "fieldValidationMode": "PRESENT"}
 
-        sfn_role_arn = create_state_machine_iam_role(aws_client)
-
         with pytest.raises(aws_client.stepfunctions.exceptions.ValidationException) as e:
             aws_client_no_sync_prefix.stepfunctions.test_state(
                 definition=definition,
-                roleArn=sfn_role_arn,
                 input=exec_input,
                 inspectionLevel=InspectionLevel.INFO,
                 mock=mock,
diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.snapshot.json b/tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.snapshot.json
index 2fcc9b5c21e6c..2fd232e07d1e7 100644
--- a/tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.snapshot.json
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.snapshot.json
@@ -1,6 +1,6 @@
 {
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py::TestFieldValidationModePresent::test_present_mode_mock_result_field_not_in_api_spec[field_not_part_of_api_spec]": {
-    "recorded-date": "26-11-2025, 12:10:32",
+    "recorded-date": "03-12-2025, 01:16:43",
     "recorded-content": {
       "test_case_response": {
         "output": {
@@ -15,7 +15,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py::TestFieldValidationModePresent::test_present_mode_mock_result_field_not_in_api_spec[empty_json]": {
-    "recorded-date": "26-11-2025, 12:10:46",
+    "recorded-date": "03-12-2025, 01:16:43",
     "recorded-content": {
       "test_case_response": {
         "output": {},
@@ -28,7 +28,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py::TestFieldValidationModePresent::test_present_mode_eventbridge_task[wrong_type_top_level_field]": {
-    "recorded-date": "26-11-2025, 12:10:59",
+    "recorded-date": "03-12-2025, 01:16:44",
     "recorded-content": {
       "validation-exception": {
         "Error": {
@@ -44,7 +44,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py::TestFieldValidationModePresent::test_present_mode_eventbridge_task[wrong_type_nested_field]": {
-    "recorded-date": "26-11-2025, 12:11:12",
+    "recorded-date": "03-12-2025, 01:16:44",
     "recorded-content": {
       "validation-exception": {
         "Error": {
@@ -60,7 +60,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py::TestFieldValidationModePresent::test_present_mode_eventbridge_task[wrong_type_2nd_array_element]": {
-    "recorded-date": "26-11-2025, 12:11:26",
+    "recorded-date": "03-12-2025, 01:16:44",
     "recorded-content": {
       "validation-exception": {
         "Error": {
@@ -76,7 +76,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py::TestFieldValidationModePresent::test_present_mode_sfn_task_validation_pass[missing_required_fields]": {
-    "recorded-date": "26-11-2025, 12:11:39",
+    "recorded-date": "03-12-2025, 01:16:44",
     "recorded-content": {
       "test_state_response": {
         "output": {
@@ -91,7 +91,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py::TestFieldValidationModePresent::test_present_mode_sfn_task_validation_pass[field_name_not_in_sfn_case]": {
-    "recorded-date": "26-11-2025, 12:11:53",
+    "recorded-date": "03-12-2025, 01:16:44",
     "recorded-content": {
       "test_state_response": {
         "output": {
@@ -109,7 +109,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py::TestFieldValidationModePresent::test_present_mode_sfn_task_validation_fail[wrong_timestamp_type_bool]": {
-    "recorded-date": "26-11-2025, 12:12:07",
+    "recorded-date": "03-12-2025, 01:16:45",
     "recorded-content": {
       "validation-exception": {
         "Error": {
@@ -125,7 +125,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py::TestFieldValidationModePresent::test_present_mode_sfn_task_validation_fail[wrong_string_type_number]": {
-    "recorded-date": "26-11-2025, 12:12:21",
+    "recorded-date": "03-12-2025, 01:16:45",
     "recorded-content": {
       "validation-exception": {
         "Error": {
@@ -141,7 +141,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py::TestFieldValidationModePresent::test_present_mode_lambda_task[wrong_integer_type_string]": {
-    "recorded-date": "26-11-2025, 12:12:34",
+    "recorded-date": "03-12-2025, 01:16:45",
     "recorded-content": {
       "validation-exception": {
         "Error": {
@@ -157,7 +157,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py::TestFieldValidationModePresent::test_present_mode_dynamodb_task[wrong_float_type_string]": {
-    "recorded-date": "26-11-2025, 12:12:48",
+    "recorded-date": "03-12-2025, 01:16:45",
     "recorded-content": {
       "validation-exception": {
         "Error": {
@@ -173,7 +173,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py::TestFieldValidationModePresent::test_present_mode_aws_sdk_s3_task[wrong_long_type_string]": {
-    "recorded-date": "26-11-2025, 12:13:02",
+    "recorded-date": "03-12-2025, 01:16:46",
     "recorded-content": {
       "validation-exception": {
         "Error": {
@@ -189,7 +189,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py::TestFieldValidationModePresent::test_present_mode_aws_sdk_s3_task[non_existent_enum_value]": {
-    "recorded-date": "26-11-2025, 12:13:15",
+    "recorded-date": "03-12-2025, 01:16:46",
     "recorded-content": {
       "validation-exception": {
         "Error": {
@@ -205,7 +205,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py::TestFieldValidationModePresent::test_present_mode_aws_sdk_kms_task[wrong_blob_type_number]": {
-    "recorded-date": "26-11-2025, 12:13:28",
+    "recorded-date": "03-12-2025, 01:16:46",
     "recorded-content": {
       "validation-exception": {
         "Error": {
@@ -221,7 +221,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py::TestFieldValidationModePresent::test_present_mode_aws_sdk_kms_task[wrong_blob_length_less_than_minimum]": {
-    "recorded-date": "26-11-2025, 12:13:42",
+    "recorded-date": "03-12-2025, 01:16:46",
     "recorded-content": {
       "validation-exception": {
         "Error": {
@@ -237,7 +237,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py::TestFieldValidationModePresent::test_present_mode_aws_sdk_lambda_get_function_task[integer_less_than_minimum_allowed]": {
-    "recorded-date": "26-11-2025, 12:13:55",
+    "recorded-date": "03-12-2025, 01:16:46",
     "recorded-content": {
       "validation-exception": {
         "Error": {
@@ -253,7 +253,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py::TestFieldValidationModePresent::test_present_mode_aws_sdk_lambda_get_function_task[integer_more_than_maximum_allowed]": {
-    "recorded-date": "26-11-2025, 12:14:09",
+    "recorded-date": "03-12-2025, 01:16:47",
     "recorded-content": {
       "validation-exception": {
         "Error": {
diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.validation.json b/tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.validation.json
index e229d23f0deef..869bb7efbd54e 100644
--- a/tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.validation.json
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.validation.json
@@ -1,155 +1,155 @@
 {
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py::TestFieldValidationModePresent::test_present_mode_aws_sdk_kms_task[wrong_blob_length_less_than_minimum]": {
-    "last_validated_date": "2025-11-26T12:13:43+00:00",
+    "last_validated_date": "2025-12-03T01:16:46+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 12.07,
-      "teardown": 1.24,
-      "total": 13.31
+      "call": 0.21,
+      "teardown": 0.0,
+      "total": 0.21
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py::TestFieldValidationModePresent::test_present_mode_aws_sdk_kms_task[wrong_blob_type_number]": {
-    "last_validated_date": "2025-11-26T12:13:29+00:00",
+    "last_validated_date": "2025-12-03T01:16:46+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 12.07,
-      "teardown": 1.0,
-      "total": 13.07
+      "call": 0.22,
+      "teardown": 0.0,
+      "total": 0.22
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py::TestFieldValidationModePresent::test_present_mode_aws_sdk_lambda_get_function_task[integer_less_than_minimum_allowed]": {
-    "last_validated_date": "2025-11-26T12:13:57+00:00",
+    "last_validated_date": "2025-12-03T01:16:46+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 12.69,
-      "teardown": 1.18,
-      "total": 13.87
+      "call": 0.2,
+      "teardown": 0.0,
+      "total": 0.2
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py::TestFieldValidationModePresent::test_present_mode_aws_sdk_lambda_get_function_task[integer_more_than_maximum_allowed]": {
-    "last_validated_date": "2025-11-26T12:14:10+00:00",
+    "last_validated_date": "2025-12-03T01:16:47+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 12.13,
-      "teardown": 1.74,
-      "total": 13.87
+      "call": 0.2,
+      "teardown": 0.0,
+      "total": 0.2
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py::TestFieldValidationModePresent::test_present_mode_aws_sdk_s3_task[non_existent_enum_value]": {
-    "last_validated_date": "2025-11-26T12:13:16+00:00",
+    "last_validated_date": "2025-12-03T01:16:46+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 12.05,
-      "teardown": 1.06,
-      "total": 13.11
+      "call": 0.26,
+      "teardown": 0.0,
+      "total": 0.26
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py::TestFieldValidationModePresent::test_present_mode_aws_sdk_s3_task[wrong_long_type_string]": {
-    "last_validated_date": "2025-11-26T12:13:03+00:00",
+    "last_validated_date": "2025-12-03T01:16:46+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 13.18,
-      "teardown": 1.0,
-      "total": 14.18
+      "call": 0.2,
+      "teardown": 0.0,
+      "total": 0.2
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py::TestFieldValidationModePresent::test_present_mode_dynamodb_task[wrong_float_type_string]": {
-    "last_validated_date": "2025-11-26T12:12:49+00:00",
+    "last_validated_date": "2025-12-03T01:16:45+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 12.98,
-      "teardown": 1.06,
-      "total": 14.04
+      "call": 0.18,
+      "teardown": 0.0,
+      "total": 0.18
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py::TestFieldValidationModePresent::test_present_mode_eventbridge_task[wrong_type_2nd_array_element]": {
-    "last_validated_date": "2025-11-26T12:11:27+00:00",
+    "last_validated_date": "2025-12-03T01:16:44+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 12.88,
-      "teardown": 1.06,
-      "total": 13.94
+      "call": 0.21,
+      "teardown": 0.0,
+      "total": 0.21
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py::TestFieldValidationModePresent::test_present_mode_eventbridge_task[wrong_type_nested_field]": {
-    "last_validated_date": "2025-11-26T12:11:14+00:00",
+    "last_validated_date": "2025-12-03T01:16:44+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 12.18,
-      "teardown": 1.03,
-      "total": 13.21
+      "call": 0.2,
+      "teardown": 0.0,
+      "total": 0.2
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py::TestFieldValidationModePresent::test_present_mode_eventbridge_task[wrong_type_top_level_field]": {
-    "last_validated_date": "2025-11-26T12:11:00+00:00",
+    "last_validated_date": "2025-12-03T01:16:44+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 12.9,
-      "teardown": 0.94,
-      "total": 13.84
+      "call": 0.21,
+      "teardown": 0.0,
+      "total": 0.21
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py::TestFieldValidationModePresent::test_present_mode_lambda_task[wrong_integer_type_string]": {
-    "last_validated_date": "2025-11-26T12:12:35+00:00",
+    "last_validated_date": "2025-12-03T01:16:45+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 12.16,
-      "teardown": 1.34,
-      "total": 13.5
+      "call": 0.21,
+      "teardown": 0.0,
+      "total": 0.21
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py::TestFieldValidationModePresent::test_present_mode_mock_result_field_not_in_api_spec[empty_json]": {
-    "last_validated_date": "2025-11-26T12:10:46+00:00",
+    "last_validated_date": "2025-12-03T01:16:43+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 12.77,
-      "teardown": 0.95,
-      "total": 13.72
+      "call": 0.2,
+      "teardown": 0.0,
+      "total": 0.2
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py::TestFieldValidationModePresent::test_present_mode_mock_result_field_not_in_api_spec[field_not_part_of_api_spec]": {
-    "last_validated_date": "2025-11-26T12:10:33+00:00",
+    "last_validated_date": "2025-12-03T01:16:43+00:00",
     "durations_in_seconds": {
-      "setup": 0.53,
-      "call": 14.14,
-      "teardown": 0.94,
-      "total": 15.61
+      "setup": 0.51,
+      "call": 0.68,
+      "teardown": 0.0,
+      "total": 1.19
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py::TestFieldValidationModePresent::test_present_mode_sfn_task_validation_fail[wrong_string_type_number]": {
-    "last_validated_date": "2025-11-26T12:12:21+00:00",
+    "last_validated_date": "2025-12-03T01:16:45+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 12.8,
-      "teardown": 0.95,
-      "total": 13.75
+      "call": 0.21,
+      "teardown": 0.0,
+      "total": 0.21
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py::TestFieldValidationModePresent::test_present_mode_sfn_task_validation_fail[wrong_timestamp_type_bool]": {
-    "last_validated_date": "2025-11-26T12:12:08+00:00",
+    "last_validated_date": "2025-12-03T01:16:45+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 12.85,
-      "teardown": 0.95,
-      "total": 13.8
+      "call": 0.21,
+      "teardown": 0.0,
+      "total": 0.21
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py::TestFieldValidationModePresent::test_present_mode_sfn_task_validation_pass[field_name_not_in_sfn_case]": {
-    "last_validated_date": "2025-11-26T12:11:54+00:00",
+    "last_validated_date": "2025-12-03T01:16:44+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 12.8,
-      "teardown": 0.95,
-      "total": 13.75
+      "call": 0.22,
+      "teardown": 0.0,
+      "total": 0.22
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_field_validation_mode_present.py::TestFieldValidationModePresent::test_present_mode_sfn_task_validation_pass[missing_required_fields]": {
-    "last_validated_date": "2025-11-26T12:11:40+00:00",
+    "last_validated_date": "2025-12-03T01:16:44+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 11.78,
-      "teardown": 0.95,
-      "total": 12.73
+      "call": 0.21,
+      "teardown": 0.0,
+      "total": 0.21
     }
   }
 }
diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py b/tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py
index 3a72499053568..e51dd5ff3b07c 100644
--- a/tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py
@@ -1,5 +1,5 @@
 import json
-from typing import Any, Final
+from typing import Final
 
 import pytest
 
@@ -13,8 +13,6 @@
 
 HELLO_WORLD_INPUT = json.dumps({"Value": "HelloWorld"})
 
-MOCK_STATE_VALUE: dict[str, Any] = {"result": "__tbd__"}
-
 BASE_TEMPLATE_INPUT_BINDINGS: list[tuple[str, str, str]] = [
     (TSMT.BASE_PASS_STATE_MACHINE, "State0", HELLO_WORLD_INPUT),
     (TSMT.BASE_FAIL_STATE_MACHINE, "State0", HELLO_WORLD_INPUT),
@@ -40,25 +38,19 @@ class TestStateMachineScenarios:
     )
     def test_base_state_name(
         self,
-        aws_client,
         aws_client_no_sync_prefix,
-        create_state_machine_iam_role,
-        create_state_machine,
         sfn_snapshot,
         tct_template,
         state_name,
         execution_input,
         inspection_level,
     ):
-        sfn_role_arn = create_state_machine_iam_role(aws_client)
-
         template = TSMT.load_sfn_template(tct_template)
         definition = json.dumps(template)
 
         test_case_response = aws_client_no_sync_prefix.stepfunctions.test_state(
             stateName=state_name,
             definition=definition,
-            roleArn=sfn_role_arn,
             input=execution_input,
             inspectionLevel=inspection_level,
         )
@@ -71,23 +63,17 @@ def test_base_state_name(
     )
     def test_base_state_name_multi_state(
         self,
-        aws_client,
         aws_client_no_sync_prefix,
-        create_state_machine_iam_role,
-        create_state_machine,
         sfn_snapshot,
         state_name,
         inspection_level,
     ):
-        sfn_role_arn = create_state_machine_iam_role(aws_client)
-
         template = TSMT.load_sfn_template(TSMT.BASE_MULTI_STATE_MACHINE)
         definition = json.dumps(template)
 
         test_case_response = aws_client_no_sync_prefix.stepfunctions.test_state(
             stateName=state_name,
             definition=definition,
-            roleArn=sfn_role_arn,
             input=HELLO_WORLD_INPUT,
             inspectionLevel=inspection_level,
         )
@@ -101,15 +87,10 @@ def test_base_state_name_multi_state(
     )
     def test_base_state_name_validation_failures(
         self,
-        aws_client,
         aws_client_no_sync_prefix,
-        create_state_machine_iam_role,
-        create_state_machine,
         sfn_snapshot,
         state_name,
     ):
-        sfn_role_arn = create_state_machine_iam_role(aws_client)
-
         template = TSMT.load_sfn_template(TSMT.BASE_PASS_STATE_MACHINE)
         definition = json.dumps(template)
 
@@ -117,7 +98,6 @@ def test_base_state_name_validation_failures(
             aws_client_no_sync_prefix.stepfunctions.test_state(
                 stateName=state_name,
                 definition=definition,
-                roleArn=sfn_role_arn,
                 input=HELLO_WORLD_INPUT,
                 inspectionLevel=InspectionLevel.INFO,
             )
diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.snapshot.json b/tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.snapshot.json
index dbcd6a744bb11..799be95a92057 100644
--- a/tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.snapshot.json
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.snapshot.json
@@ -1,6 +1,6 @@
 {
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name[INFO-BASE_PASS_STATE_MACHINE]": {
-    "recorded-date": "14-11-2025, 13:22:06",
+    "recorded-date": "03-12-2025, 00:48:38",
     "recorded-content": {
       "test_case_response": {
         "output": {
@@ -15,7 +15,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name[INFO-BASE_FAIL_STATE_MACHINE]": {
-    "recorded-date": "14-11-2025, 13:22:21",
+    "recorded-date": "03-12-2025, 00:48:38",
     "recorded-content": {
       "test_case_response": {
         "cause": "This state machines raises a 'SomeFailure' failure.",
@@ -29,7 +29,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name[DEBUG-BASE_PASS_STATE_MACHINE]": {
-    "recorded-date": "14-11-2025, 13:22:51",
+    "recorded-date": "03-12-2025, 00:48:39",
     "recorded-content": {
       "test_case_response": {
         "inspectionData": {
@@ -61,7 +61,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name[DEBUG-BASE_FAIL_STATE_MACHINE]": {
-    "recorded-date": "14-11-2025, 13:23:06",
+    "recorded-date": "03-12-2025, 00:48:39",
     "recorded-content": {
       "test_case_response": {
         "cause": "This state machines raises a 'SomeFailure' failure.",
@@ -80,7 +80,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name[TRACE-BASE_PASS_STATE_MACHINE]": {
-    "recorded-date": "14-11-2025, 13:23:35",
+    "recorded-date": "03-12-2025, 00:48:39",
     "recorded-content": {
       "test_case_response": {
         "inspectionData": {
@@ -112,7 +112,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name[TRACE-BASE_FAIL_STATE_MACHINE]": {
-    "recorded-date": "14-11-2025, 13:23:49",
+    "recorded-date": "03-12-2025, 00:48:40",
     "recorded-content": {
       "test_case_response": {
         "cause": "This state machines raises a 'SomeFailure' failure.",
@@ -131,7 +131,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name_multi_state[INFO-State0]": {
-    "recorded-date": "14-11-2025, 13:11:27",
+    "recorded-date": "03-12-2025, 00:48:40",
     "recorded-content": {
       "test_case_response": {
         "nextState": "State1",
@@ -147,7 +147,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name_multi_state[INFO-State1]": {
-    "recorded-date": "14-11-2025, 13:11:43",
+    "recorded-date": "03-12-2025, 00:48:40",
     "recorded-content": {
       "test_case_response": {
         "cause": "This state machines raises a 'SomeFailure' failure.",
@@ -161,7 +161,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name_multi_state[DEBUG-State0]": {
-    "recorded-date": "14-11-2025, 13:11:58",
+    "recorded-date": "03-12-2025, 00:48:40",
     "recorded-content": {
       "test_case_response": {
         "inspectionData": {
@@ -182,7 +182,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name_multi_state[DEBUG-State1]": {
-    "recorded-date": "14-11-2025, 13:12:12",
+    "recorded-date": "03-12-2025, 00:48:41",
     "recorded-content": {
       "test_case_response": {
         "cause": "This state machines raises a 'SomeFailure' failure.",
@@ -201,7 +201,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name_multi_state[TRACE-State0]": {
-    "recorded-date": "14-11-2025, 13:12:27",
+    "recorded-date": "03-12-2025, 00:48:41",
     "recorded-content": {
       "test_case_response": {
         "inspectionData": {
@@ -222,7 +222,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name_multi_state[TRACE-State1]": {
-    "recorded-date": "14-11-2025, 13:12:42",
+    "recorded-date": "03-12-2025, 00:48:41",
     "recorded-content": {
       "test_case_response": {
         "cause": "This state machines raises a 'SomeFailure' failure.",
@@ -241,7 +241,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name_validation_failures[dne]": {
-    "recorded-date": "29-10-2025, 11:53:42",
+    "recorded-date": "03-12-2025, 00:48:41",
     "recorded-content": {
       "exception": {
         "exception_typename": "ValidationException",
@@ -250,7 +250,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name_validation_failures[invalid]": {
-    "recorded-date": "29-10-2025, 11:53:57",
+    "recorded-date": "03-12-2025, 00:48:42",
     "recorded-content": {
       "exception": {
         "exception_typename": "ValidationException",
@@ -259,7 +259,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name_validation_failures[empty]": {
-    "recorded-date": "29-10-2025, 11:54:11",
+    "recorded-date": "03-12-2025, 00:48:42",
     "recorded-content": {
       "exception": {
         "exception_typename": "ParamValidationError",
@@ -268,7 +268,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name[INFO-BASE_MAP_STATE_MACHINE]": {
-    "recorded-date": "14-11-2025, 13:22:36",
+    "recorded-date": "03-12-2025, 00:48:39",
     "recorded-content": {
       "test_case_response": {
         "output": {
@@ -283,7 +283,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name[DEBUG-BASE_MAP_STATE_MACHINE]": {
-    "recorded-date": "14-11-2025, 13:23:20",
+    "recorded-date": "03-12-2025, 00:48:39",
     "recorded-content": {
       "test_case_response": {
         "inspectionData": {
@@ -315,7 +315,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name[TRACE-BASE_MAP_STATE_MACHINE]": {
-    "recorded-date": "14-11-2025, 13:24:04",
+    "recorded-date": "03-12-2025, 00:48:40",
     "recorded-content": {
       "test_case_response": {
         "inspectionData": {
diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.validation.json b/tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.validation.json
index af54b5efd1e10..c50aaffb66a50 100644
--- a/tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.validation.json
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.validation.json
@@ -1,164 +1,164 @@
 {
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name[DEBUG-BASE_FAIL_STATE_MACHINE]": {
-    "last_validated_date": "2025-11-14T13:23:08+00:00",
+    "last_validated_date": "2025-12-03T00:48:39+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 13.31,
-      "teardown": 1.67,
-      "total": 14.98
+      "call": 0.19,
+      "teardown": 0.0,
+      "total": 0.19
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name[DEBUG-BASE_MAP_STATE_MACHINE]": {
-    "last_validated_date": "2025-11-14T13:23:22+00:00",
+    "last_validated_date": "2025-12-03T00:48:39+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 12.79,
-      "teardown": 1.82,
-      "total": 14.61
+      "call": 0.18,
+      "teardown": 0.0,
+      "total": 0.18
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name[DEBUG-BASE_PASS_STATE_MACHINE]": {
-    "last_validated_date": "2025-11-14T13:22:53+00:00",
+    "last_validated_date": "2025-12-03T00:48:39+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 13.14,
-      "teardown": 1.77,
-      "total": 14.91
+      "call": 0.19,
+      "teardown": 0.0,
+      "total": 0.19
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name[INFO-BASE_FAIL_STATE_MACHINE]": {
-    "last_validated_date": "2025-11-14T13:22:23+00:00",
+    "last_validated_date": "2025-12-03T00:48:38+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 13.88,
-      "teardown": 1.78,
-      "total": 15.66
+      "call": 0.21,
+      "teardown": 0.0,
+      "total": 0.21
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name[INFO-BASE_MAP_STATE_MACHINE]": {
-    "last_validated_date": "2025-11-14T13:22:38+00:00",
+    "last_validated_date": "2025-12-03T00:48:39+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 12.87,
-      "teardown": 1.79,
-      "total": 14.66
+      "call": 0.21,
+      "teardown": 0.0,
+      "total": 0.21
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name[INFO-BASE_PASS_STATE_MACHINE]": {
-    "last_validated_date": "2025-11-14T13:22:07+00:00",
+    "last_validated_date": "2025-12-03T00:48:38+00:00",
     "durations_in_seconds": {
-      "setup": 1.25,
-      "call": 15.38,
-      "teardown": 1.68,
-      "total": 18.31
+      "setup": 0.5,
+      "call": 0.6,
+      "teardown": 0.0,
+      "total": 1.1
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name[TRACE-BASE_FAIL_STATE_MACHINE]": {
-    "last_validated_date": "2025-11-14T13:23:51+00:00",
+    "last_validated_date": "2025-12-03T00:48:40+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 12.61,
-      "teardown": 1.74,
-      "total": 14.35
+      "call": 0.19,
+      "teardown": 0.0,
+      "total": 0.19
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name[TRACE-BASE_MAP_STATE_MACHINE]": {
-    "last_validated_date": "2025-11-14T13:24:06+00:00",
+    "last_validated_date": "2025-12-03T00:48:40+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 13.4,
-      "teardown": 1.96,
-      "total": 15.36
+      "call": 0.2,
+      "teardown": 0.0,
+      "total": 0.2
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name[TRACE-BASE_PASS_STATE_MACHINE]": {
-    "last_validated_date": "2025-11-14T13:23:37+00:00",
+    "last_validated_date": "2025-12-03T00:48:39+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 12.57,
-      "teardown": 1.79,
-      "total": 14.36
+      "call": 0.18,
+      "teardown": 0.0,
+      "total": 0.18
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name_multi_state[DEBUG-State0]": {
-    "last_validated_date": "2025-11-14T13:11:59+00:00",
+    "last_validated_date": "2025-12-03T00:48:40+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 12.81,
-      "teardown": 1.76,
-      "total": 14.57
+      "call": 0.2,
+      "teardown": 0.0,
+      "total": 0.2
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name_multi_state[DEBUG-State1]": {
-    "last_validated_date": "2025-11-14T13:12:14+00:00",
+    "last_validated_date": "2025-12-03T00:48:41+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 12.58,
-      "teardown": 1.73,
-      "total": 14.31
+      "call": 0.27,
+      "teardown": 0.0,
+      "total": 0.27
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name_multi_state[INFO-State0]": {
-    "last_validated_date": "2025-11-14T13:11:29+00:00",
+    "last_validated_date": "2025-12-03T00:48:40+00:00",
     "durations_in_seconds": {
-      "setup": 1.38,
-      "call": 15.31,
-      "teardown": 2.03,
-      "total": 18.72
+      "setup": 0.0,
+      "call": 0.19,
+      "teardown": 0.0,
+      "total": 0.19
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name_multi_state[INFO-State1]": {
-    "last_validated_date": "2025-11-14T13:11:45+00:00",
+    "last_validated_date": "2025-12-03T00:48:40+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 13.84,
-      "teardown": 1.71,
-      "total": 15.55
+      "call": 0.21,
+      "teardown": 0.0,
+      "total": 0.21
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name_multi_state[TRACE-State0]": {
-    "last_validated_date": "2025-11-17T14:39:43+00:00",
+    "last_validated_date": "2025-12-03T00:48:41+00:00",
     "durations_in_seconds": {
-      "setup": 1.36,
-      "call": 15.38,
-      "teardown": 1.88,
-      "total": 18.62
+      "setup": 0.0,
+      "call": 0.21,
+      "teardown": 0.0,
+      "total": 0.21
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name_multi_state[TRACE-State1]": {
-    "last_validated_date": "2025-11-14T13:12:44+00:00",
+    "last_validated_date": "2025-12-03T00:48:41+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 13.17,
-      "teardown": 2.04,
-      "total": 15.21
+      "call": 0.18,
+      "teardown": 0.0,
+      "total": 0.18
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name_validation_failures[dne]": {
-    "last_validated_date": "2025-11-04T10:59:39+00:00",
+    "last_validated_date": "2025-12-03T00:48:41+00:00",
     "durations_in_seconds": {
-      "setup": 1.07,
-      "call": 15.33,
-      "teardown": 1.88,
-      "total": 18.28
+      "setup": 0.0,
+      "call": 0.2,
+      "teardown": 0.0,
+      "total": 0.2
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name_validation_failures[empty]": {
-    "last_validated_date": "2025-11-04T10:55:17+00:00",
+    "last_validated_date": "2025-12-03T00:48:42+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 13.47,
-      "teardown": 1.66,
-      "total": 15.13
+      "call": 0.06,
+      "teardown": 0.0,
+      "total": 0.06
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_base_state_name_validation_failures[invalid]": {
-    "last_validated_date": "2025-10-29T11:53:58+00:00",
+    "last_validated_date": "2025-12-03T00:48:42+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 12.67,
-      "teardown": 1.91,
-      "total": 14.58
+      "call": 0.59,
+      "teardown": 0.0,
+      "total": 0.59
     }
   }
 }
diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py b/tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py
index 90ecaa69ce222..74dcb796d324f 100644
--- a/tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py
@@ -19,7 +19,6 @@ def test_base_lambda_service_task_mock_is_not_json_string(
         self,
         aws_client,
         aws_client_no_sync_prefix,
-        create_state_machine_iam_role,
         sfn_snapshot,
     ):
         function_name = f"lambda_func_{short_uid()}"
@@ -32,12 +31,10 @@ def test_base_lambda_service_task_mock_is_not_json_string(
             "result": "not JSON string",
             "fieldValidationMode": "NONE",  # the result must be a valid JSON string even if field validation mode is NONE
         }
-        sfn_role_arn = create_state_machine_iam_role(aws_client)
 
         with pytest.raises(aws_client.stepfunctions.exceptions.ValidationException) as e:
             aws_client_no_sync_prefix.stepfunctions.test_state(
                 definition=definition,
-                roleArn=sfn_role_arn,
                 input=exec_input,
                 inspectionLevel=InspectionLevel.INFO,
                 mock=mock,
@@ -47,9 +44,7 @@ def test_base_lambda_service_task_mock_is_not_json_string(
     @markers.aws.validated
     def test_base_lambda_service_task_mock_success(
         self,
-        aws_client,
         aws_client_no_sync_prefix,
-        create_state_machine_iam_role,
         sfn_snapshot,
     ):
         function_name = f"lambda_func_{short_uid()}"
@@ -66,11 +61,9 @@ def test_base_lambda_service_task_mock_success(
             "SdkHttpMetadata": {"HttpStatusCode": 200},
         }
         mock = {"result": json.dumps(result)}
-        sfn_role_arn = create_state_machine_iam_role(aws_client)
 
         test_case_response = aws_client_no_sync_prefix.stepfunctions.test_state(
             definition=definition,
-            roleArn=sfn_role_arn,
             input=exec_input,
             inspectionLevel=InspectionLevel.INFO,
             mock=mock,
@@ -87,9 +80,7 @@ def test_base_lambda_service_task_mock_success(
     @pytest.mark.parametrize("template_path", DYNAMODB_TEMPLATES)
     def test_io_dynamodb_service_task_mock_success(
         self,
-        aws_client,
         aws_client_no_sync_prefix,
-        create_state_machine_iam_role,
         sfn_snapshot,
         template_path,
     ):
@@ -106,11 +97,9 @@ def test_io_dynamodb_service_task_mock_success(
         )
         result = {"SdkHttpMetadata": {"HttpStatusCode": 200}}
         mock = {"result": json.dumps(result)}
-        sfn_role_arn = create_state_machine_iam_role(aws_client)
 
         test_case_response = aws_client_no_sync_prefix.stepfunctions.test_state(
             definition=definition,
-            roleArn=sfn_role_arn,
             input=exec_input,
             inspectionLevel=InspectionLevel.INFO,
             mock=mock,
@@ -120,9 +109,7 @@ def test_io_dynamodb_service_task_mock_success(
     @markers.aws.validated
     def test_put_events_mock_success(
         self,
-        aws_client,
         aws_client_no_sync_prefix,
-        create_state_machine_iam_role,
         sfn_snapshot,
     ):
         template = TST.load_sfn_template(TST.BASE_EVENTS_PUT_EVENTS_TASK_STATE)
@@ -140,11 +127,8 @@ def test_put_events_mock_success(
         result = {"Entries": [{"EventId": long_uid()}]}
         mock = {"result": json.dumps(result)}
 
-        sfn_role_arn = create_state_machine_iam_role(aws_client)
-
         test_case_response = aws_client_no_sync_prefix.stepfunctions.test_state(
             definition=definition,
-            roleArn=sfn_role_arn,
             input=exec_input,
             inspectionLevel=InspectionLevel.INFO,
             mock=mock,
@@ -154,9 +138,7 @@ def test_put_events_mock_success(
     @markers.aws.validated
     def test_send_sqs_message_success(
         self,
-        aws_client,
         aws_client_no_sync_prefix,
-        create_state_machine_iam_role,
         sfn_snapshot,
     ):
         template = TST.load_sfn_template(TST.BASE_SQS_SEND_MESSAGE_TASK_STATE)
@@ -169,11 +151,9 @@ def test_send_sqs_message_success(
         exec_input = json.dumps({"QueueUrl": "queue_url", "MessageBody": message_body})
         result = {"MD5OfMessageBody": md5_of_message_body, "MessageId": long_uid()}
         mock = {"result": json.dumps(result)}
-        sfn_role_arn = create_state_machine_iam_role(aws_client)
 
         test_case_response = aws_client_no_sync_prefix.stepfunctions.test_state(
             definition=definition,
-            roleArn=sfn_role_arn,
             input=exec_input,
             inspectionLevel=InspectionLevel.INFO,
             mock=mock,
@@ -183,9 +163,7 @@ def test_send_sqs_message_success(
     @markers.aws.validated
     def test_sfn_start_execution_success(
         self,
-        aws_client,
         aws_client_no_sync_prefix,
-        create_state_machine_iam_role,
         account_id,
         region_name,
         sfn_snapshot,
@@ -220,11 +198,9 @@ def test_sfn_start_execution_success(
 
         result = {"ExecutionArn": target_execution_arn, "StartDate": datetime.now().isoformat()}
         mock = {"result": json.dumps(result)}
-        sfn_role_arn = create_state_machine_iam_role(aws_client)
 
         test_case_response = aws_client_no_sync_prefix.stepfunctions.test_state(
             definition=definition,
-            roleArn=sfn_role_arn,
             input=exec_input,
             inspectionLevel=InspectionLevel.INFO,
             mock=mock,
diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.snapshot.json b/tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.snapshot.json
index bff79547489f4..14d5c601a2ca2 100644
--- a/tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.snapshot.json
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.snapshot.json
@@ -1,6 +1,6 @@
 {
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py::TestStateMockScenarios::test_base_lambda_service_task_mock_success": {
-    "recorded-date": "24-11-2025, 23:40:28",
+    "recorded-date": "03-12-2025, 00:34:13",
     "recorded-content": {
       "test_case_response": {
         "output": {
@@ -18,7 +18,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py::TestStateMockScenarios::test_io_dynamodb_service_task_mock_success[base]": {
-    "recorded-date": "24-11-2025, 23:40:46",
+    "recorded-date": "03-12-2025, 00:34:14",
     "recorded-content": {
       "test_case_response": {
         "output": {
@@ -35,7 +35,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py::TestStateMockScenarios::test_io_dynamodb_service_task_mock_success[io]": {
-    "recorded-date": "24-11-2025, 23:41:00",
+    "recorded-date": "03-12-2025, 00:34:14",
     "recorded-content": {
       "test_case_response": {
         "output": {
@@ -63,7 +63,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py::TestStateMockScenarios::test_io_dynamodb_service_task_mock_success[io_output_path]": {
-    "recorded-date": "24-11-2025, 23:41:14",
+    "recorded-date": "03-12-2025, 00:34:14",
     "recorded-content": {
       "test_case_response": {
         "output": {
@@ -80,7 +80,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py::TestStateMockScenarios::test_put_events_mock_success": {
-    "recorded-date": "24-11-2025, 23:41:28",
+    "recorded-date": "03-12-2025, 00:34:14",
     "recorded-content": {
       "test_case_response": {
         "output": {
@@ -99,7 +99,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py::TestStateMockScenarios::test_send_sqs_message_success": {
-    "recorded-date": "24-11-2025, 23:41:42",
+    "recorded-date": "03-12-2025, 00:34:14",
     "recorded-content": {
       "test_case_response": {
         "output": {
@@ -115,7 +115,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py::TestStateMockScenarios::test_sfn_start_execution_success": {
-    "recorded-date": "25-11-2025, 00:48:49",
+    "recorded-date": "03-12-2025, 00:34:15",
     "recorded-content": {
       "test_case_response": {
         "output": {
@@ -133,7 +133,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py::TestStateMockScenarios::test_base_lambda_service_task_mock_is_not_json_string": {
-    "recorded-date": "26-11-2025, 16:28:54",
+    "recorded-date": "03-12-2025, 00:34:13",
     "recorded-content": {
       "validation-exception": {
         "Error": {
diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.validation.json b/tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.validation.json
index d58aa32234f18..36b5d46963fcd 100644
--- a/tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.validation.json
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.validation.json
@@ -1,74 +1,74 @@
 {
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py::TestStateMockScenarios::test_base_lambda_service_task_mock_is_not_json_string": {
-    "last_validated_date": "2025-11-26T16:40:57+00:00",
+    "last_validated_date": "2025-12-03T00:34:13+00:00",
     "durations_in_seconds": {
-      "setup": 0.51,
-      "call": 14.36,
-      "teardown": 1.15,
-      "total": 16.02
+      "setup": 0.53,
+      "call": 0.71,
+      "teardown": 0.0,
+      "total": 1.24
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py::TestStateMockScenarios::test_base_lambda_service_task_mock_success": {
-    "last_validated_date": "2025-11-24T23:40:29+00:00",
+    "last_validated_date": "2025-12-03T00:34:13+00:00",
     "durations_in_seconds": {
-      "setup": 0.52,
-      "call": 13.09,
-      "teardown": 1.02,
-      "total": 14.63
+      "setup": 0.0,
+      "call": 0.2,
+      "teardown": 0.0,
+      "total": 0.2
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py::TestStateMockScenarios::test_io_dynamodb_service_task_mock_success[base]": {
-    "last_validated_date": "2025-11-24T23:40:48+00:00",
+    "last_validated_date": "2025-12-03T00:34:14+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 17.82,
-      "teardown": 1.25,
-      "total": 19.07
+      "call": 0.21,
+      "teardown": 0.0,
+      "total": 0.21
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py::TestStateMockScenarios::test_io_dynamodb_service_task_mock_success[io]": {
-    "last_validated_date": "2025-11-24T23:41:01+00:00",
+    "last_validated_date": "2025-12-03T00:34:14+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 12.05,
-      "teardown": 1.04,
-      "total": 13.09
+      "call": 0.2,
+      "teardown": 0.0,
+      "total": 0.2
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py::TestStateMockScenarios::test_io_dynamodb_service_task_mock_success[io_output_path]": {
-    "last_validated_date": "2025-11-24T23:41:15+00:00",
+    "last_validated_date": "2025-12-03T00:34:14+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 13.1,
-      "teardown": 0.98,
-      "total": 14.08
+      "call": 0.2,
+      "teardown": 0.0,
+      "total": 0.2
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py::TestStateMockScenarios::test_put_events_mock_success": {
-    "last_validated_date": "2025-11-24T23:41:29+00:00",
+    "last_validated_date": "2025-12-03T00:34:14+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 12.84,
-      "teardown": 1.08,
-      "total": 13.92
+      "call": 0.2,
+      "teardown": 0.0,
+      "total": 0.2
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py::TestStateMockScenarios::test_send_sqs_message_success": {
-    "last_validated_date": "2025-11-24T23:41:43+00:00",
+    "last_validated_date": "2025-12-03T00:34:14+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 12.82,
-      "teardown": 0.97,
-      "total": 13.79
+      "call": 0.2,
+      "teardown": 0.0,
+      "total": 0.2
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py::TestStateMockScenarios::test_sfn_start_execution_success": {
-    "last_validated_date": "2025-11-25T00:48:50+00:00",
+    "last_validated_date": "2025-12-03T00:34:15+00:00",
     "durations_in_seconds": {
-      "setup": 0.51,
-      "call": 12.93,
-      "teardown": 0.94,
-      "total": 14.38
+      "setup": 0.0,
+      "call": 0.19,
+      "teardown": 0.0,
+      "total": 0.19
     }
   }
 }
diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py b/tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py
index 00ac5395e01cd..abd5d9ffc9807 100644
--- a/tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py
@@ -218,6 +218,27 @@ def test_base_lambda_service_task_state(
         )
         sfn_snapshot.match("test_case_response", test_case_response)
 
+    @markers.aws.validated
+    def test_base_lambda_service_task_state_no_role_arn_validation(
+        self,
+        aws_client_no_sync_prefix,
+        sfn_snapshot,
+    ):
+        function_name = f"lambda_func_{short_uid()}"
+        sfn_snapshot.add_transformer(RegexTransformer(function_name, "<lambda_function_name>"))
+
+        template = TST.load_sfn_template(TST.BASE_LAMBDA_SERVICE_TASK_STATE)
+        definition = json.dumps(template)
+        exec_input = json.dumps({"FunctionName": function_name, "Payload": None})
+
+        with pytest.raises(Exception) as e:
+            aws_client_no_sync_prefix.stepfunctions.test_state(
+                definition=definition,
+                input=exec_input,
+                inspectionLevel=InspectionLevel.TRACE,
+            )
+        sfn_snapshot.match("validation_exception", e.value.response)
+
     @markers.aws.validated
     @pytest.mark.parametrize(
         "inspection_level", [InspectionLevel.INFO, InspectionLevel.DEBUG, InspectionLevel.TRACE]
@@ -306,7 +327,6 @@ def test_localstack_blogpost_scenario(
         self,
         aws_client,
         aws_client_no_sync_prefix,
-        create_state_machine_iam_role,
         sfn_snapshot,
         region_name,
     ):
@@ -316,7 +336,6 @@ def test_localstack_blogpost_scenario(
         )
         definition = json.dumps(template)
 
-        sfn_role_arn = create_state_machine_iam_role(aws_client)
         # Step 1 - Testing the Approval Required state
         # 1.1 Approval Required state correctly approves small purchases
 
@@ -325,9 +344,9 @@ def test_localstack_blogpost_scenario(
         small_purchase_approval_required_response = (
             aws_client_no_sync_prefix.stepfunctions.test_state(
                 definition=definition,
-                roleArn=sfn_role_arn,
                 input=small_purchase_input,
                 stateName="Approval Required",
+                inspectionLevel=InspectionLevel.TRACE,
             )
         )
         sfn_snapshot.match(
@@ -341,9 +360,9 @@ def test_localstack_blogpost_scenario(
         large_purchase_approval_required_response = (
             aws_client_no_sync_prefix.stepfunctions.test_state(
                 definition=definition,
-                roleArn=sfn_role_arn,
                 input=large_purchase_input,
                 stateName="Approval Required",
+                inspectionLevel=InspectionLevel.TRACE,
             )
         )
         sfn_snapshot.match(
@@ -358,10 +377,10 @@ def test_localstack_blogpost_scenario(
         large_purchase_ask_for_approval_response = (
             aws_client_no_sync_prefix.stepfunctions.test_state(
                 definition=definition,
-                roleArn=sfn_role_arn,
                 input=large_purchase_input,
                 stateName="Ask for Approval",
                 mock={"result": '{"approval": true }'},
+                inspectionLevel=InspectionLevel.TRACE,
             )
         )
         sfn_snapshot.match(
@@ -377,9 +396,9 @@ def test_localstack_blogpost_scenario(
 
         check_approval_granted_response = aws_client_no_sync_prefix.stepfunctions.test_state(
             definition=definition,
-            roleArn=sfn_role_arn,
             input=check_approval_granted_input,
             stateName="Check Approval",
+            inspectionLevel=InspectionLevel.TRACE,
         )
         sfn_snapshot.match("check_approval_granted_response", check_approval_granted_response)
 
@@ -389,8 +408,8 @@ def test_localstack_blogpost_scenario(
 
         check_approval_denied_response = aws_client_no_sync_prefix.stepfunctions.test_state(
             definition=definition,
-            roleArn=sfn_role_arn,
             input=check_approval_denied_input,
             stateName="Check Approval",
+            inspectionLevel=InspectionLevel.TRACE,
         )
         sfn_snapshot.match("check_approval_denied_response", check_approval_denied_response)
diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.snapshot.json b/tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.snapshot.json
index 63b070862016b..0a312f04d8237 100644
--- a/tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.snapshot.json
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.snapshot.json
@@ -2116,9 +2116,14 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_localstack_blogpost_scenario": {
-    "recorded-date": "28-11-2025, 15:55:10",
+    "recorded-date": "02-12-2025, 23:11:05",
     "recorded-content": {
       "small_purchase_approval_required_response": {
+        "inspectionData": {
+          "input": {
+            "cost": 9
+          }
+        },
         "nextState": "Purchase Approved",
         "output": {
           "cost": 9
@@ -2130,6 +2135,11 @@
         }
       },
       "large_purchase_approval_required_response": {
+        "inspectionData": {
+          "input": {
+            "cost": 10
+          }
+        },
         "nextState": "Ask for Approval",
         "output": {
           "cost": 10
@@ -2141,6 +2151,24 @@
         }
       },
       "large_purchase_ask_for_approval_response": {
+        "inspectionData": {
+          "afterArguments": {
+            "Method": "POST",
+            "ApiEndpoint": "example.execute-api.<region>.amazonaws.com",
+            "Path": "/approval",
+            "RequestBody": {
+              "cost": 10,
+              "dept_id": "12345678"
+            },
+            "AuthType": "NO_AUTH"
+          },
+          "input": {
+            "cost": 10
+          },
+          "result": {
+            "approval": true
+          }
+        },
         "nextState": "Check Approval",
         "output": {
           "approval": true,
@@ -2154,6 +2182,13 @@
         }
       },
       "check_approval_granted_response": {
+        "inspectionData": {
+          "input": {
+            "approval": true,
+            "approval_code": "2387462",
+            "approved_by": "Mary"
+          }
+        },
         "nextState": "Purchase Approved",
         "output": {
           "approval": true,
@@ -2167,6 +2202,11 @@
         }
       },
       "check_approval_denied_response": {
+        "inspectionData": {
+          "input": {
+            "approval": false
+          }
+        },
         "nextState": "Not Approved",
         "output": {
           "approval": false
@@ -2178,5 +2218,21 @@
         }
       }
     }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_base_lambda_service_task_state_no_role_arn_validation": {
+    "recorded-date": "03-12-2025, 00:38:08",
+    "recorded-content": {
+      "validation_exception": {
+        "Error": {
+          "Code": "ValidationException",
+          "Message": "RoleArn must be specified when testing a Task state"
+        },
+        "message": "RoleArn must be specified when testing a Task state",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.validation.json b/tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.validation.json
index 8d0f53df14bdf..9c070e96285ae 100644
--- a/tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.validation.json
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.validation.json
@@ -215,6 +215,15 @@
       "total": 20.14
     }
   },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_base_lambda_service_task_state_no_role_arn_validation": {
+    "last_validated_date": "2025-12-03T00:38:08+00:00",
+    "durations_in_seconds": {
+      "setup": 0.53,
+      "call": 0.67,
+      "teardown": 0.0,
+      "total": 1.2
+    }
+  },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_base_lambda_task_state[DEBUG]": {
     "last_validated_date": "2025-11-14T16:44:51+00:00",
     "durations_in_seconds": {
@@ -351,12 +360,12 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_localstack_blogpost_scenario": {
-    "last_validated_date": "2025-11-28T15:55:11+00:00",
+    "last_validated_date": "2025-12-02T23:11:05+00:00",
     "durations_in_seconds": {
-      "setup": 0.5,
-      "call": 14.74,
-      "teardown": 1.02,
-      "total": 16.26
+      "setup": 0.55,
+      "call": 1.26,
+      "teardown": 0.0,
+      "total": 1.81
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_state_task_catch_error[DEBUG]": {

From 9bf66b4454f24c85b2e010595494ba52686279da Mon Sep 17 00:00:00 2001
From: Misha Tiurin <650819+tiurin@users.noreply.github.com>
Date: Wed, 3 Dec 2025 20:57:56 +0100
Subject: [PATCH 429/697] [SFN][TestState] Fix state context tests MA/MR run
 failure (#13460)

Co-authored-by: Mathieu Cloutier <79954947+cloutierMat@users.noreply.github.com>
---
 .../test_state/test_state_context_object.py   |  34 +----
 .../test_state_context_object.snapshot.json   |  48 +++----
 .../test_state_context_object.validation.json | 124 +++++++++---------
 3 files changed, 89 insertions(+), 117 deletions(-)

diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py b/tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py
index 330d6df7b1967..a5f0559951a43 100644
--- a/tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py
@@ -19,14 +19,14 @@
 
 _CONTEXT_OBJECT_FULL: Final[dict] = {
     "Execution": {
-        "Id": "arn:aws:states:us-east-1:123456789012:execution:MyStateMachine:execution-name-12345",
+        "Id": "arn:aws:states:::execution:MyStateMachine:execution-name-12345",
         "Input": {
             "input-value": 0,
             "message": "test data",
             "values": ["charizard", "pikachu", "bulbasaur"],
         },
         "Name": "execution-name-12345",
-        "RoleArn": "arn:aws:iam::123456789012:role/StepFunctionsRole",
+        "RoleArn": "arn:aws:iam:::role/StepFunctionsRole",
         "StartTime": "2025-01-15T10:30:00.000Z",
     },
     "State": {
@@ -35,7 +35,7 @@
         "RetryCount": 0,
     },
     "StateMachine": {
-        "Id": "arn:aws:states:us-east-1:123456789012:stateMachine:MyStateMachine",
+        "Id": "arn:aws:states:::stateMachine:MyStateMachine",
         "Name": "MyStateMachine",
     },
     # Context object contains 'Task' when state is not a Task state with a '.sync' or '.waitForTaskToken' service integration pattern
@@ -66,14 +66,10 @@ class TestStateContextObject:
     )
     def test_state_task_context_object(
         self,
-        aws_client,
         aws_client_no_sync_prefix,
-        create_state_machine_iam_role,
         sfn_snapshot,
         context_object_literal,
     ):
-        sfn_role_arn = create_state_machine_iam_role(aws_client)
-
         state_machine_template = ContextObjectTemplates.load_sfn_template(
             ContextObjectTemplates.CONTEXT_OBJECT_RESULT_PATH
         )
@@ -92,7 +88,6 @@ def test_state_task_context_object(
 
         test_case_response = aws_client_no_sync_prefix.stepfunctions.test_state(
             definition=definition,
-            roleArn=sfn_role_arn,
             input=exec_input,
             inspectionLevel=InspectionLevel.TRACE,
             context=CONTEXT_OBJECT_FULL,
@@ -103,13 +98,9 @@ def test_state_task_context_object(
     @markers.aws.validated
     def test_state_wait_task_context_object(
         self,
-        aws_client,
         aws_client_no_sync_prefix,
-        create_state_machine_iam_role,
         sfn_snapshot,
     ):
-        sfn_role_arn = create_state_machine_iam_role(aws_client)
-
         state_template = TST.load_sfn_template(
             TST.IO_SQS_SERVICE_TASK_WAIT,
         )
@@ -119,7 +110,6 @@ def test_state_wait_task_context_object(
 
         test_case_response = aws_client_no_sync_prefix.stepfunctions.test_state(
             definition=definition,
-            roleArn=sfn_role_arn,
             inspectionLevel=InspectionLevel.TRACE,
             context=TASK_CONTEXT_OBJECT_FULL,
             mock={"result": mocked_result},
@@ -135,14 +125,10 @@ def test_state_wait_task_context_object(
     @pytest.mark.skipif(not is_aws_cloud(), reason="Error messages are different")
     def test_state_map_context_object(
         self,
-        aws_client,
         aws_client_no_sync_prefix,
-        create_state_machine_iam_role,
         sfn_snapshot,
         context_object_literal,
     ):
-        sfn_role_arn = create_state_machine_iam_role(aws_client)
-
         state_machine_template = ContextObjectTemplates.load_sfn_template(
             ContextObjectTemplates.CONTEXT_OBJECT_ITEMS_PATH
         )
@@ -159,7 +145,6 @@ def test_state_map_context_object(
 
         test_case_response = aws_client_no_sync_prefix.stepfunctions.test_state(
             definition=definition,
-            roleArn=sfn_role_arn,
             input=exec_input,
             inspectionLevel=InspectionLevel.TRACE,
             context=CONTEXT_OBJECT_FULL,
@@ -179,15 +164,11 @@ def test_state_map_context_object(
     @pytest.mark.skipif(condition=not is_aws_cloud(), reason="Failure cases not yet handled.")
     def test_state_context_object_invalid_states(
         self,
-        aws_client,
         aws_client_no_sync_prefix,
-        create_state_machine_iam_role,
         sfn_snapshot,
         state_template,
         context_template,
     ):
-        sfn_role_arn = create_state_machine_iam_role(aws_client)
-
         state_machine_template = ContextObjectTemplates.load_sfn_template(state_template)
 
         state_template = state_machine_template["States"][TEST_STATE_NAME]
@@ -203,7 +184,6 @@ def test_state_context_object_invalid_states(
         with pytest.raises(ClientError) as exc:
             aws_client_no_sync_prefix.stepfunctions.test_state(
                 definition=definition,
-                roleArn=sfn_role_arn,
                 input=exec_input,
                 inspectionLevel=InspectionLevel.TRACE,
                 context=context_template,
@@ -231,14 +211,11 @@ def test_state_context_object_invalid_states(
     )
     def test_state_context_object_validation_failures(
         self,
-        aws_client,
         aws_client_no_sync_prefix,
-        create_state_machine_iam_role,
         sfn_snapshot,
         context_template,
     ):
         context_object = json.dumps(context_template)
-        sfn_role_arn = create_state_machine_iam_role(aws_client)
 
         state_template = TST.load_sfn_template(
             TST.BASE_SFN_START_EXECUTION_TASK_STATE,
@@ -255,7 +232,6 @@ def test_state_context_object_validation_failures(
         with pytest.raises(ClientError) as exc:
             aws_client_no_sync_prefix.stepfunctions.test_state(
                 definition=definition,
-                roleArn=sfn_role_arn,
                 input=exec_input,
                 inspectionLevel=InspectionLevel.TRACE,
                 context=context_object,
@@ -285,14 +261,11 @@ def test_state_context_object_validation_failures(
     )
     def test_state_context_object_edge_cases(
         self,
-        aws_client,
         aws_client_no_sync_prefix,
-        create_state_machine_iam_role,
         sfn_snapshot,
         context_template,
     ):
         context_object = json.dumps(context_template)
-        sfn_role_arn = create_state_machine_iam_role(aws_client)
 
         state_machine_template = ContextObjectTemplates.load_sfn_template(
             ContextObjectTemplates.CONTEXT_OBJECT_RESULT_PATH
@@ -313,7 +286,6 @@ def test_state_context_object_edge_cases(
 
         test_case_response = aws_client_no_sync_prefix.stepfunctions.test_state(
             definition=definition,
-            roleArn=sfn_role_arn,
             input=exec_input,
             inspectionLevel=InspectionLevel.TRACE,
             context=context_object,
diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.snapshot.json b/tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.snapshot.json
index 6c1bc7a42fd13..6639717be6918 100644
--- a/tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.snapshot.json
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.snapshot.json
@@ -1,6 +1,6 @@
 {
   "tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py::TestStateContextObject::test_state_task_context_object[ALL]": {
-    "recorded-date": "25-11-2025, 17:15:31",
+    "recorded-date": "03-12-2025, 18:51:48",
     "recorded-content": {
       "test_case_response": {
         "inspectionData": {
@@ -24,7 +24,7 @@
           "afterResultPath": {
             "ContextObjectValue": {
               "Execution": {
-                "Id": "arn:<partition>:states:<region>:123456789012:execution:MyStateMachine:execution-name-12345",
+                "Id": "arn:<partition>:states:::execution:MyStateMachine:execution-name-12345",
                 "Input": {
                   "input-value": 0,
                   "message": "test data",
@@ -35,7 +35,7 @@
                   ]
                 },
                 "Name": "execution-name-12345",
-                "RoleArn": "arn:<partition>:iam::123456789012:role/StepFunctionsRole",
+                "RoleArn": "arn:<partition>:iam:::role/StepFunctionsRole",
                 "StartTime": "date"
               },
               "State": {
@@ -44,7 +44,7 @@
                 "RetryCount": 0
               },
               "StateMachine": {
-                "Id": "arn:<partition>:states:<region>:123456789012:stateMachine:MyStateMachine",
+                "Id": "arn:<partition>:states:::stateMachine:MyStateMachine",
                 "Name": "MyStateMachine"
               }
             },
@@ -59,7 +59,7 @@
           "afterResultSelector": {
             "ContextObjectValue": {
               "Execution": {
-                "Id": "arn:<partition>:states:<region>:123456789012:execution:MyStateMachine:execution-name-12345",
+                "Id": "arn:<partition>:states:::execution:MyStateMachine:execution-name-12345",
                 "Input": {
                   "input-value": 0,
                   "message": "test data",
@@ -70,7 +70,7 @@
                   ]
                 },
                 "Name": "execution-name-12345",
-                "RoleArn": "arn:<partition>:iam::123456789012:role/StepFunctionsRole",
+                "RoleArn": "arn:<partition>:iam:::role/StepFunctionsRole",
                 "StartTime": "date"
               },
               "State": {
@@ -79,7 +79,7 @@
                 "RetryCount": 0
               },
               "StateMachine": {
-                "Id": "arn:<partition>:states:<region>:123456789012:stateMachine:MyStateMachine",
+                "Id": "arn:<partition>:states:::stateMachine:MyStateMachine",
                 "Name": "MyStateMachine"
               }
             },
@@ -108,7 +108,7 @@
         "output": {
           "ContextObjectValue": {
             "Execution": {
-              "Id": "arn:<partition>:states:<region>:123456789012:execution:MyStateMachine:execution-name-12345",
+              "Id": "arn:<partition>:states:::execution:MyStateMachine:execution-name-12345",
               "Input": {
                 "input-value": 0,
                 "message": "test data",
@@ -119,7 +119,7 @@
                 ]
               },
               "Name": "execution-name-12345",
-              "RoleArn": "arn:<partition>:iam::123456789012:role/StepFunctionsRole",
+              "RoleArn": "arn:<partition>:iam:::role/StepFunctionsRole",
               "StartTime": "date"
             },
             "State": {
@@ -128,7 +128,7 @@
               "RetryCount": 0
             },
             "StateMachine": {
-              "Id": "arn:<partition>:states:<region>:123456789012:stateMachine:MyStateMachine",
+              "Id": "arn:<partition>:states:::stateMachine:MyStateMachine",
               "Name": "MyStateMachine"
             }
           },
@@ -149,7 +149,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py::TestStateContextObject::test_state_task_context_object[EXECUTION_INPUT]": {
-    "recorded-date": "25-11-2025, 15:42:46",
+    "recorded-date": "03-12-2025, 18:51:48",
     "recorded-content": {
       "test_case_response": {
         "inspectionData": {
@@ -247,7 +247,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py::TestStateContextObject::test_state_task_context_object[EXECUTION_INPUT_VALUES]": {
-    "recorded-date": "25-11-2025, 15:43:01",
+    "recorded-date": "03-12-2025, 18:51:49",
     "recorded-content": {
       "test_case_response": {
         "inspectionData": {
@@ -333,7 +333,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py::TestStateContextObject::test_state_wait_task_context_object": {
-    "recorded-date": "25-11-2025, 15:43:16",
+    "recorded-date": "03-12-2025, 18:51:49",
     "recorded-content": {
       "test_case_response": {
         "inspectionData": {
@@ -389,7 +389,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py::TestStateContextObject::test_state_map_context_object[ALL]": {
-    "recorded-date": "25-11-2025, 15:43:32",
+    "recorded-date": "03-12-2025, 18:51:49",
     "recorded-content": {
       "test_case_response": {
         "cause": "Reference path \"$\" must point to array.",
@@ -407,7 +407,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py::TestStateContextObject::test_state_map_context_object[EXECUTION_INPUT]": {
-    "recorded-date": "25-11-2025, 15:43:46",
+    "recorded-date": "03-12-2025, 18:51:49",
     "recorded-content": {
       "test_case_response": {
         "cause": "Reference path \"$.Execution.Input\" must point to array.",
@@ -425,7 +425,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py::TestStateContextObject::test_state_map_context_object[EXECUTION_INPUT_VALUES]": {
-    "recorded-date": "25-11-2025, 15:44:00",
+    "recorded-date": "03-12-2025, 18:51:49",
     "recorded-content": {
       "test_case_response": {
         "inspectionData": {
@@ -446,7 +446,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py::TestStateContextObject::test_state_context_object_invalid_states[TOKEN_TASK_NOT_SYNC]": {
-    "recorded-date": "27-11-2025, 11:37:01",
+    "recorded-date": "03-12-2025, 18:51:50",
     "recorded-content": {
       "exception": {
         "exception_typename": "ValidationException",
@@ -455,7 +455,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py::TestStateContextObject::test_state_context_object_invalid_states[INVALID_STATE_PASS]": {
-    "recorded-date": "27-11-2025, 11:37:16",
+    "recorded-date": "03-12-2025, 18:51:50",
     "recorded-content": {
       "exception": {
         "exception_typename": "ValidationException",
@@ -464,7 +464,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py::TestStateContextObject::test_state_context_object_validation_failures[INVALID_EXECUTION_ID_TYPE]": {
-    "recorded-date": "25-11-2025, 15:44:46",
+    "recorded-date": "03-12-2025, 18:51:50",
     "recorded-content": {
       "exception": {
         "exception_typename": "ValidationException",
@@ -473,7 +473,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py::TestStateContextObject::test_state_context_object_validation_failures[INVALID_MAP]": {
-    "recorded-date": "25-11-2025, 15:45:02",
+    "recorded-date": "03-12-2025, 18:51:50",
     "recorded-content": {
       "exception": {
         "exception_typename": "ValidationException",
@@ -482,7 +482,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py::TestStateContextObject::test_state_context_object_validation_failures[INVALID_EXECUTION_FIELD]": {
-    "recorded-date": "25-11-2025, 15:45:16",
+    "recorded-date": "03-12-2025, 18:51:51",
     "recorded-content": {
       "exception": {
         "exception_typename": "ValidationException",
@@ -491,7 +491,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py::TestStateContextObject::test_state_context_object_validation_failures[INVALID_FIELD]": {
-    "recorded-date": "25-11-2025, 15:45:32",
+    "recorded-date": "03-12-2025, 18:51:51",
     "recorded-content": {
       "exception": {
         "exception_typename": "ValidationException",
@@ -500,7 +500,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py::TestStateContextObject::test_state_context_object_edge_cases[EMPTY_OBJECTS]": {
-    "recorded-date": "25-11-2025, 15:46:04",
+    "recorded-date": "03-12-2025, 18:51:51",
     "recorded-content": {
       "test_case_response": {
         "inspectionData": {
@@ -570,7 +570,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py::TestStateContextObject::test_state_context_object_edge_cases[EMPTY]": {
-    "recorded-date": "25-11-2025, 15:46:18",
+    "recorded-date": "03-12-2025, 18:51:51",
     "recorded-content": {
       "test_case_response": {
         "inspectionData": {
diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.validation.json b/tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.validation.json
index e1ec26918694a..a5a6bf4aee756 100644
--- a/tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.validation.json
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.validation.json
@@ -1,137 +1,137 @@
 {
   "tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py::TestStateContextObject::test_state_context_object_edge_cases[EMPTY]": {
-    "last_validated_date": "2025-11-25T15:46:20+00:00",
+    "last_validated_date": "2025-12-03T18:51:51+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 12.8,
-      "teardown": 1.63,
-      "total": 14.43
+      "call": 0.22,
+      "teardown": 0.0,
+      "total": 0.22
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py::TestStateContextObject::test_state_context_object_edge_cases[EMPTY_OBJECTS]": {
-    "last_validated_date": "2025-11-25T15:46:05+00:00",
+    "last_validated_date": "2025-12-03T18:51:51+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 14.54,
-      "teardown": 1.64,
-      "total": 16.18
+      "call": 0.22,
+      "teardown": 0.0,
+      "total": 0.22
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py::TestStateContextObject::test_state_context_object_invalid_states[INVALID_STATE_PASS]": {
-    "last_validated_date": "2025-11-27T11:37:18+00:00",
+    "last_validated_date": "2025-12-03T18:51:50+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 12.6,
-      "teardown": 1.8,
-      "total": 14.4
+      "call": 0.22,
+      "teardown": 0.0,
+      "total": 0.22
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py::TestStateContextObject::test_state_context_object_invalid_states[TOKEN_TASK_NOT_SYNC]": {
-    "last_validated_date": "2025-11-27T11:37:03+00:00",
+    "last_validated_date": "2025-12-03T18:51:50+00:00",
     "durations_in_seconds": {
-      "setup": 0.97,
-      "call": 16.13,
-      "teardown": 1.76,
-      "total": 18.86
+      "setup": 0.0,
+      "call": 0.2,
+      "teardown": 0.0,
+      "total": 0.2
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py::TestStateContextObject::test_state_context_object_validation_failures[INVALID_EXECUTION_FIELD]": {
-    "last_validated_date": "2025-11-25T15:45:18+00:00",
+    "last_validated_date": "2025-12-03T18:51:51+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 12.86,
-      "teardown": 1.66,
-      "total": 14.52
+      "call": 0.21,
+      "teardown": 0.0,
+      "total": 0.21
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py::TestStateContextObject::test_state_context_object_validation_failures[INVALID_EXECUTION_ID_TYPE]": {
-    "last_validated_date": "2025-11-25T15:44:48+00:00",
+    "last_validated_date": "2025-12-03T18:51:50+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 13.66,
-      "teardown": 1.7,
-      "total": 15.36
+      "call": 0.2,
+      "teardown": 0.0,
+      "total": 0.2
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py::TestStateContextObject::test_state_context_object_validation_failures[INVALID_FIELD]": {
-    "last_validated_date": "2025-11-25T15:45:34+00:00",
+    "last_validated_date": "2025-12-03T18:51:51+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 13.72,
-      "teardown": 1.76,
-      "total": 15.48
+      "call": 0.24,
+      "teardown": 0.0,
+      "total": 0.24
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py::TestStateContextObject::test_state_context_object_validation_failures[INVALID_MAP]": {
-    "last_validated_date": "2025-11-25T15:45:04+00:00",
+    "last_validated_date": "2025-12-03T18:51:50+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 14.01,
-      "teardown": 1.66,
-      "total": 15.67
+      "call": 0.19,
+      "teardown": 0.0,
+      "total": 0.19
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py::TestStateContextObject::test_state_map_context_object[ALL]": {
-    "last_validated_date": "2025-11-25T15:43:33+00:00",
+    "last_validated_date": "2025-12-03T18:51:49+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 13.73,
-      "teardown": 1.69,
-      "total": 15.42
+      "call": 0.23,
+      "teardown": 0.0,
+      "total": 0.23
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py::TestStateContextObject::test_state_map_context_object[EXECUTION_INPUT]": {
-    "last_validated_date": "2025-11-25T15:43:48+00:00",
+    "last_validated_date": "2025-12-03T18:51:49+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 12.71,
-      "teardown": 1.67,
-      "total": 14.38
+      "call": 0.22,
+      "teardown": 0.0,
+      "total": 0.22
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py::TestStateContextObject::test_state_map_context_object[EXECUTION_INPUT_VALUES]": {
-    "last_validated_date": "2025-11-25T15:44:02+00:00",
+    "last_validated_date": "2025-12-03T18:51:49+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 12.59,
-      "teardown": 1.67,
-      "total": 14.26
+      "call": 0.21,
+      "teardown": 0.0,
+      "total": 0.21
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py::TestStateContextObject::test_state_task_context_object[ALL]": {
-    "last_validated_date": "2025-11-25T17:15:33+00:00",
+    "last_validated_date": "2025-12-03T18:51:48+00:00",
     "durations_in_seconds": {
-      "setup": 1.15,
-      "call": 15.79,
-      "teardown": 1.84,
-      "total": 18.78
+      "setup": 0.52,
+      "call": 0.67,
+      "teardown": 0.0,
+      "total": 1.19
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py::TestStateContextObject::test_state_task_context_object[EXECUTION_INPUT]": {
-    "last_validated_date": "2025-11-25T15:42:48+00:00",
+    "last_validated_date": "2025-12-03T18:51:48+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 12.83,
-      "teardown": 1.8,
-      "total": 14.63
+      "call": 0.22,
+      "teardown": 0.0,
+      "total": 0.22
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py::TestStateContextObject::test_state_task_context_object[EXECUTION_INPUT_VALUES]": {
-    "last_validated_date": "2025-11-25T15:43:02+00:00",
+    "last_validated_date": "2025-12-03T18:51:49+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 12.95,
-      "teardown": 1.69,
-      "total": 14.64
+      "call": 0.21,
+      "teardown": 0.0,
+      "total": 0.21
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py::TestStateContextObject::test_state_wait_task_context_object": {
-    "last_validated_date": "2025-11-25T15:43:18+00:00",
+    "last_validated_date": "2025-12-03T18:51:49+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 13.82,
-      "teardown": 1.71,
-      "total": 15.53
+      "call": 0.19,
+      "teardown": 0.0,
+      "total": 0.19
     }
   }
 }

From fe00d2bd05fdc821cfff4806da557514b23cee73 Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Thu, 4 Dec 2025 00:59:51 +0000
Subject: [PATCH 430/697] CFn: configure wait time for polling resources
 (#13455)

---
 localstack-core/localstack/config.py          |  3 +++
 .../services/cloudformation/provider.py       | 27 ++++++++++++++++++-
 .../cloudformation/resource_provider.py       | 12 ++++++---
 .../services/cloudformation/v2/provider.py    |  6 +++++
 4 files changed, 43 insertions(+), 5 deletions(-)

diff --git a/localstack-core/localstack/config.py b/localstack-core/localstack/config.py
index 13fbc8a81b825..10f12f32528d4 100644
--- a/localstack-core/localstack/config.py
+++ b/localstack-core/localstack/config.py
@@ -1211,6 +1211,9 @@ def populate_edge_configuration(
 # EXPERIMENTAL
 CFN_IGNORE_UNSUPPORTED_RESOURCE_TYPES = is_env_not_false("CFN_IGNORE_UNSUPPORTED_RESOURCE_TYPES")
 
+# Decrease the waiting time for resource deployment
+CFN_NO_WAIT_ITERATIONS: str | int | None = os.environ.get("CFN_NO_WAIT_ITERATIONS")
+
 # bind address of local DNS server
 DNS_ADDRESS = os.environ.get("DNS_ADDRESS") or "0.0.0.0"
 # port of the local DNS server
diff --git a/localstack-core/localstack/services/cloudformation/provider.py b/localstack-core/localstack/services/cloudformation/provider.py
index f38bc5e099fbc..786115cca391c 100644
--- a/localstack-core/localstack/services/cloudformation/provider.py
+++ b/localstack-core/localstack/services/cloudformation/provider.py
@@ -5,6 +5,7 @@
 from collections import defaultdict
 from copy import deepcopy
 
+from localstack import config
 from localstack.aws.api import CommonServiceException, RequestContext, handler
 from localstack.aws.api.cloudformation import (
     AlreadyExistsException,
@@ -120,6 +121,7 @@
     find_stack_by_id,
     get_cloudformation_store,
 )
+from localstack.services.plugins import ServiceLifecycleHook
 from localstack.state import StateVisitor
 from localstack.utils.collections import (
     remove_attributes,
@@ -177,7 +179,30 @@ def __init__(self, message=None):
         super().__init__("InternalFailure", status_code=500, message=message, sender_fault=False)
 
 
-class CloudformationProvider(CloudformationApi):
+class CloudformationProvider(CloudformationApi, ServiceLifecycleHook):
+    def on_before_start(self):
+        self._validate_config()
+
+    def _validate_config(self):
+        no_wait_value: int = 5
+        try:
+            no_wait_value = int(config.CFN_NO_WAIT_ITERATIONS or 5)
+        except (TypeError, ValueError):
+            LOG.warning(
+                "You have set CFN_NO_WAIT_ITERATIONS to an invalid value: '%s'. It must be an integer greater or equal to 0. Using the default of 5",
+                config.CFN_NO_WAIT_ITERATIONS,
+            )
+
+        if no_wait_value < 0:
+            LOG.warning(
+                "You have set CFN_NO_WAIT_ITERATIONS to an invalid value: '%s'. It must be an integer greater or equal to 0. Using the default of 5",
+                config.CFN_NO_WAIT_ITERATIONS,
+            )
+            no_wait_value = 5
+
+        # Set the configuration back
+        config.CFN_NO_WAIT_ITERATIONS = no_wait_value
+
     def _stack_status_is_active(self, stack_status: str) -> bool:
         return stack_status not in [StackStatus.DELETE_COMPLETE]
 
diff --git a/localstack-core/localstack/services/cloudformation/resource_provider.py b/localstack-core/localstack/services/cloudformation/resource_provider.py
index f38bbd88623d7..af8cc5fd5e202 100644
--- a/localstack-core/localstack/services/cloudformation/resource_provider.py
+++ b/localstack-core/localstack/services/cloudformation/resource_provider.py
@@ -430,17 +430,20 @@ def __init__(
         self.stack_name = stack_name
         self.stack_id = stack_id
 
+        # This should have been set up in the provider
+        assert isinstance(config.CFN_NO_WAIT_ITERATIONS, int)
+
     def deploy_loop(
         self,
         resource_provider: ResourceProvider,
         resource: dict,
         raw_payload: ResourceProviderPayload,
         max_timeout: int = config.CFN_PER_RESOURCE_TIMEOUT,
-        sleep_time: float = 5,
+        sleep_time: float = 1,
     ) -> ProgressEvent[Properties]:
         payload = copy.deepcopy(raw_payload)
 
-        max_iterations = max(ceil(max_timeout / sleep_time), 2)
+        max_iterations = max(ceil(max_timeout / sleep_time), 10)
 
         for current_iteration in range(max_iterations):
             resource_type = get_resource_type({"Type": raw_payload["resourceType"]})
@@ -486,10 +489,11 @@ def deploy_loop(
                     payload["requestData"]["resourceProperties"] = event.resource_model
                     resource["Properties"] = event.resource_model
 
-                    if current_iteration == 0:
-                        time.sleep(0)
+                    if current_iteration < config.CFN_NO_WAIT_ITERATIONS:
+                        pass
                     else:
                         time.sleep(sleep_time)
+
                 case OperationStatus.PENDING:
                     # come back to this resource in another iteration
                     return event
diff --git a/localstack-core/localstack/services/cloudformation/v2/provider.py b/localstack-core/localstack/services/cloudformation/v2/provider.py
index 5eb6d4460843f..f7a9c6fd82afa 100644
--- a/localstack-core/localstack/services/cloudformation/v2/provider.py
+++ b/localstack-core/localstack/services/cloudformation/v2/provider.py
@@ -222,6 +222,12 @@ def find_stack_instance(stack_set: StackSet, account: str, region: str) -> Stack
 
 class CloudformationProviderV2(CloudformationProvider, ServiceLifecycleHook):
     def on_before_start(self):
+        # TODO: make sure to bring `_validate_config` from the base class when removing it
+        # as this ensures we have a valid CFN_NO_WAIT_ITERATIONS value
+        super().on_before_start()
+        self._log_create_issue_info()
+
+    def _log_create_issue_info(self):
         base = "https://github.com/localstack/localstack/issues/new"
         query_args = {
             "template": "bug-report.yml",

From cb8043c6c761062943543d078d01f07686fbbc6d Mon Sep 17 00:00:00 2001
From: Misha Tiurin <650819+tiurin@users.noreply.github.com>
Date: Thu, 4 Dec 2025 10:49:31 +0100
Subject: [PATCH 431/697] [SFN][TestState] Add validations for mock presence
 depending on state type (#13457)

mock is specified and the tested state is a Pass state
mock is specified and the tested state is a Success state
mock is specified and the tested state is a Fail state
mock is not provided for Map or Parallel states
---
 .../test_state/test_state_analyser.py         |  40 ++++++
 .../services/stepfunctions/provider.py        |   6 +-
 .../test_state/test_state_mock_validation.py  |  66 +++++++++
 .../test_state_mock_validation.snapshot.json  | 130 ++++++++++++++++++
 ...test_state_mock_validation.validation.json |  74 ++++++++++
 5 files changed, 313 insertions(+), 3 deletions(-)
 create mode 100644 tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py
 create mode 100644 tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.snapshot.json
 create mode 100644 tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.validation.json

diff --git a/localstack-core/localstack/services/stepfunctions/asl/static_analyser/test_state/test_state_analyser.py b/localstack-core/localstack/services/stepfunctions/asl/static_analyser/test_state/test_state_analyser.py
index 31a8c9d0883ce..2e8b4679e3e95 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/static_analyser/test_state/test_state_analyser.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/static_analyser/test_state/test_state_analyser.py
@@ -12,12 +12,20 @@
 
 from localstack.aws.api.stepfunctions import (
     Definition,
+    InvalidDefinition,
     MockInput,
     MockResponseValidationMode,
     StateName,
     ValidationException,
 )
 from localstack.services.stepfunctions.asl.antlr.runtime.ASLParser import ASLParser
+from localstack.services.stepfunctions.asl.component.state.state import CommonStateField
+from localstack.services.stepfunctions.asl.component.state.state_execution.state_map.state_map import (
+    StateMap,
+)
+from localstack.services.stepfunctions.asl.component.state.state_execution.state_parallel.state_parallel import (
+    StateParallel,
+)
 from localstack.services.stepfunctions.asl.component.state.state_execution.state_task.service.state_task_service import (
     StateTaskService,
 )
@@ -27,6 +35,11 @@
 from localstack.services.stepfunctions.asl.component.state.state_execution.state_task.state_task import (
     StateTask,
 )
+from localstack.services.stepfunctions.asl.component.state.state_fail.state_fail import StateFail
+from localstack.services.stepfunctions.asl.component.state.state_pass.state_pass import StatePass
+from localstack.services.stepfunctions.asl.component.state.state_succeed.state_succeed import (
+    StateSucceed,
+)
 from localstack.services.stepfunctions.asl.component.state.state_type import StateType
 from localstack.services.stepfunctions.asl.component.test_state.program.test_state_program import (
     TestStateProgram,
@@ -75,6 +88,33 @@ def validate_mock(mock_input: MockInput, definition: Definition, state_name: Sta
         test_program, _ = TestStateAmazonStateLanguageParser.parse(definition, state_name)
         test_state = test_program.test_state
 
+        TestStateStaticAnalyser.validate_test_state_allows_mocking(
+            mock_input=mock_input, test_state=test_state
+        )
+
+        if mock_input is not None:
+            TestStateStaticAnalyser.validate_mock_result_matches_api_shape(
+                mock_input=mock_input, test_state=test_state
+            )
+
+    @staticmethod
+    def validate_test_state_allows_mocking(
+        mock_input: MockInput, test_state: CommonStateField
+    ) -> None:
+        if mock_input is None and isinstance(test_state, (StateMap, StateParallel)):
+            # This is a literal message when a Map or Parallel state is not accompanied by a mock in a test state request.
+            # The message is the same for both cases and is not parametrised anyhow.
+            raise InvalidDefinition(
+                "TestState API does not support Map or Parallel states. Supported state types include: [Task, Wait, Pass, Succeed, Fail, Choice]"
+            )
+
+        if mock_input is not None and isinstance(test_state, (StatePass, StateFail, StateSucceed)):
+            raise ValidationException(
+                f"State type '{test_state.state_type.name}' is not supported when a mock is specified"
+            )
+
+    @staticmethod
+    def validate_mock_result_matches_api_shape(mock_input: MockInput, test_state: CommonStateField):
         # apigateway:invoke: has no equivalent in the AWS SDK service integration.
         # Hence, the validation against botocore doesn't apply.
         # See the note in https://docs.aws.amazon.com/step-functions/latest/dg/connect-api-gateway.html
diff --git a/localstack-core/localstack/services/stepfunctions/provider.py b/localstack-core/localstack/services/stepfunctions/provider.py
index 6a75d1cf1fae7..c0cbe5f88a7de 100644
--- a/localstack-core/localstack/services/stepfunctions/provider.py
+++ b/localstack-core/localstack/services/stepfunctions/provider.py
@@ -1515,11 +1515,11 @@ def test_state(
             raise ValidationException("State not found in definition")
 
         mock_input = request.get("mock")
+        TestStateStaticAnalyser.validate_mock(
+            mock_input=mock_input, definition=definition, state_name=state_name
+        )
         if mock_input is not None:
             self._validate_test_state_mock_input(mock_input)
-            TestStateStaticAnalyser.validate_mock(
-                mock_input=mock_input, definition=definition, state_name=state_name
-            )
 
         if state_configuration := request.get("stateConfiguration"):
             # TODO: Add validations for this i.e assert len(input) <= failureCount
diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py b/tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py
new file mode 100644
index 0000000000000..582205d328b68
--- /dev/null
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py
@@ -0,0 +1,66 @@
+import json
+
+import pytest
+
+from localstack.aws.api.stepfunctions import InspectionLevel
+from localstack.testing.pytest import markers
+from tests.aws.services.stepfunctions.templates.test_state.test_state_templates import (
+    TestStateTemplate as TST,
+)
+
+
+class TestStateMockValidation:
+    STATES_NOT_ACCEPTING_MOCKS = [
+        pytest.param(TST.BASE_PASS_STATE, id="PassState"),
+        pytest.param(TST.BASE_FAIL_STATE, id="FailState"),
+        pytest.param(TST.BASE_SUCCEED_STATE, id="SucceedState"),
+        # TODO choice
+    ]
+    MOCK_VARIANTS = [
+        pytest.param({"result": json.dumps({"mock": "the unmockable"})}, id="mock_result"),
+        pytest.param({"errorOutput": {"error": "Error", "cause": "Cause"}}, id="mock_error_output"),
+    ]
+
+    @markers.aws.validated
+    @pytest.mark.parametrize("definition_template", STATES_NOT_ACCEPTING_MOCKS)
+    @pytest.mark.parametrize("mock", MOCK_VARIANTS)
+    def test_state_type_does_not_accept_mock(
+        self,
+        aws_client_no_sync_prefix,
+        sfn_snapshot,
+        definition_template,
+        mock,
+    ):
+        template = TST.load_sfn_template(definition_template)
+        definition = json.dumps(template)
+
+        with pytest.raises(Exception) as e:
+            aws_client_no_sync_prefix.stepfunctions.test_state(
+                definition=definition,
+                inspectionLevel=InspectionLevel.TRACE,
+                mock=mock,
+            )
+        sfn_snapshot.match("validation_exception", e.value.response)
+
+    STATES_REQUIRING_MOCKS = [
+        pytest.param(TST.BASE_MAP_STATE, id="MapState"),
+        pytest.param(TST.MAP_TASK_STATE, id="MapTaskState"),
+    ]
+
+    @markers.aws.validated
+    @pytest.mark.parametrize("definition_template", STATES_REQUIRING_MOCKS)
+    def test_state_type_requires_mock(
+        self,
+        aws_client_no_sync_prefix,
+        sfn_snapshot,
+        definition_template,
+    ):
+        template = TST.load_sfn_template(definition_template)
+        definition = json.dumps(template)
+
+        with pytest.raises(Exception) as e:
+            aws_client_no_sync_prefix.stepfunctions.test_state(
+                definition=definition,
+                inspectionLevel=InspectionLevel.TRACE,
+            )
+        sfn_snapshot.match("validation_exception", e.value.response)
diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.snapshot.json b/tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.snapshot.json
new file mode 100644
index 0000000000000..5745e63b3e4b5
--- /dev/null
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.snapshot.json
@@ -0,0 +1,130 @@
+{
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_state_type_does_not_accept_mock[mock_result-PassState]": {
+    "recorded-date": "03-12-2025, 16:48:23",
+    "recorded-content": {
+      "validation_exception": {
+        "Error": {
+          "Code": "ValidationException",
+          "Message": "State type 'Pass' is not supported when a mock is specified"
+        },
+        "message": "State type 'Pass' is not supported when a mock is specified",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_state_type_does_not_accept_mock[mock_result-FailState]": {
+    "recorded-date": "03-12-2025, 16:48:23",
+    "recorded-content": {
+      "validation_exception": {
+        "Error": {
+          "Code": "ValidationException",
+          "Message": "State type 'Fail' is not supported when a mock is specified"
+        },
+        "message": "State type 'Fail' is not supported when a mock is specified",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_state_type_does_not_accept_mock[mock_result-SucceedState]": {
+    "recorded-date": "03-12-2025, 16:48:23",
+    "recorded-content": {
+      "validation_exception": {
+        "Error": {
+          "Code": "ValidationException",
+          "Message": "State type 'Succeed' is not supported when a mock is specified"
+        },
+        "message": "State type 'Succeed' is not supported when a mock is specified",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_state_type_does_not_accept_mock[mock_error_output-PassState]": {
+    "recorded-date": "03-12-2025, 16:48:23",
+    "recorded-content": {
+      "validation_exception": {
+        "Error": {
+          "Code": "ValidationException",
+          "Message": "State type 'Pass' is not supported when a mock is specified"
+        },
+        "message": "State type 'Pass' is not supported when a mock is specified",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_state_type_does_not_accept_mock[mock_error_output-FailState]": {
+    "recorded-date": "03-12-2025, 16:48:23",
+    "recorded-content": {
+      "validation_exception": {
+        "Error": {
+          "Code": "ValidationException",
+          "Message": "State type 'Fail' is not supported when a mock is specified"
+        },
+        "message": "State type 'Fail' is not supported when a mock is specified",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_state_type_does_not_accept_mock[mock_error_output-SucceedState]": {
+    "recorded-date": "03-12-2025, 16:48:24",
+    "recorded-content": {
+      "validation_exception": {
+        "Error": {
+          "Code": "ValidationException",
+          "Message": "State type 'Succeed' is not supported when a mock is specified"
+        },
+        "message": "State type 'Succeed' is not supported when a mock is specified",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_state_type_requires_mock[MapState]": {
+    "recorded-date": "03-12-2025, 16:48:24",
+    "recorded-content": {
+      "validation_exception": {
+        "Error": {
+          "Code": "InvalidDefinition",
+          "Message": "TestState API does not support Map or Parallel states. Supported state types include: [Task, Wait, Pass, Succeed, Fail, Choice]"
+        },
+        "message": "TestState API does not support Map or Parallel states. Supported state types include: [Task, Wait, Pass, Succeed, Fail, Choice]",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_state_type_requires_mock[MapTaskState]": {
+    "recorded-date": "03-12-2025, 16:48:24",
+    "recorded-content": {
+      "validation_exception": {
+        "Error": {
+          "Code": "InvalidDefinition",
+          "Message": "TestState API does not support Map or Parallel states. Supported state types include: [Task, Wait, Pass, Succeed, Fail, Choice]"
+        },
+        "message": "TestState API does not support Map or Parallel states. Supported state types include: [Task, Wait, Pass, Succeed, Fail, Choice]",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  }
+}
diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.validation.json b/tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.validation.json
new file mode 100644
index 0000000000000..e64dceab4365b
--- /dev/null
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.validation.json
@@ -0,0 +1,74 @@
+{
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_state_type_does_not_accept_mock[mock_error_output-FailState]": {
+    "last_validated_date": "2025-12-03T16:48:23+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.22,
+      "teardown": 0.0,
+      "total": 0.22
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_state_type_does_not_accept_mock[mock_error_output-PassState]": {
+    "last_validated_date": "2025-12-03T16:48:23+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.2,
+      "teardown": 0.0,
+      "total": 0.2
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_state_type_does_not_accept_mock[mock_error_output-SucceedState]": {
+    "last_validated_date": "2025-12-03T16:48:24+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.21,
+      "teardown": 0.0,
+      "total": 0.21
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_state_type_does_not_accept_mock[mock_result-FailState]": {
+    "last_validated_date": "2025-12-03T16:48:23+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.23,
+      "teardown": 0.0,
+      "total": 0.23
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_state_type_does_not_accept_mock[mock_result-PassState]": {
+    "last_validated_date": "2025-12-03T16:48:23+00:00",
+    "durations_in_seconds": {
+      "setup": 0.54,
+      "call": 0.67,
+      "teardown": 0.0,
+      "total": 1.21
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_state_type_does_not_accept_mock[mock_result-SucceedState]": {
+    "last_validated_date": "2025-12-03T16:48:23+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.22,
+      "teardown": 0.0,
+      "total": 0.22
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_state_type_requires_mock[MapState]": {
+    "last_validated_date": "2025-12-03T16:48:24+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.19,
+      "teardown": 0.0,
+      "total": 0.19
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_state_type_requires_mock[MapTaskState]": {
+    "last_validated_date": "2025-12-03T16:48:24+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.57,
+      "teardown": 0.0,
+      "total": 0.57
+    }
+  }
+}

From a62eb7617dc3f0d2641ad6af7c91a7dcd2c78b7c Mon Sep 17 00:00:00 2001
From: Aiden Huynh <115724666+aidehn@users.noreply.github.com>
Date: Thu, 4 Dec 2025 12:25:09 +0000
Subject: [PATCH 432/697] S3: Support `EU` Bucket Location Constraint for
 CreateBucket (#13450)

---
 localstack-core/localstack/constants.py       |   3 +
 .../localstack/services/s3/constants.py       |   5 +
 .../localstack/services/s3/exceptions.py      |   9 ++
 .../localstack/services/s3/models.py          |  10 +-
 .../localstack/services/s3/provider.py        |  55 ++++----
 .../localstack/services/s3/utils.py           |  47 ++++++-
 tests/aws/services/s3/test_s3.py              | 122 +++++++++++++++++-
 tests/aws/services/s3/test_s3.snapshot.json   |  92 +++++++++++++
 tests/aws/services/s3/test_s3.validation.json |  72 +++++++++++
 .../services/s3/test_s3_list_operations.py    |  27 +++-
 10 files changed, 399 insertions(+), 43 deletions(-)

diff --git a/localstack-core/localstack/constants.py b/localstack-core/localstack/constants.py
index 874aec679c24b..a946c591f4fc6 100644
--- a/localstack-core/localstack/constants.py
+++ b/localstack-core/localstack/constants.py
@@ -117,6 +117,9 @@
 # AWS region us-east-1
 AWS_REGION_US_EAST_1 = "us-east-1"
 
+# AWS region eu-west-1
+AWS_REGION_EU_WEST_1 = "eu-west-1"
+
 # environment variable to override max pool connections
 try:
     MAX_POOL_CONNECTIONS = int(os.environ["MAX_POOL_CONNECTIONS"])
diff --git a/localstack-core/localstack/services/s3/constants.py b/localstack-core/localstack/services/s3/constants.py
index 5dd34ebc81e1a..f5e73f0647adc 100644
--- a/localstack-core/localstack/services/s3/constants.py
+++ b/localstack-core/localstack/services/s3/constants.py
@@ -1,4 +1,5 @@
 from localstack.aws.api.s3 import (
+    BucketLocationConstraint,
     ChecksumAlgorithm,
     Grantee,
     Permission,
@@ -66,6 +67,10 @@
     ChecksumAlgorithm.CRC64NVME,
 ]
 
+BUCKET_LOCATION_CONSTRAINTS = [constraint.value for constraint in BucketLocationConstraint]
+
+EU_WEST_1_LOCATION_CONSTRAINTS = [BucketLocationConstraint.EU, BucketLocationConstraint.eu_west_1]
+
 # response header overrides the client may request
 ALLOWED_HEADER_OVERRIDES = {
     "ResponseContentType": "ContentType",
diff --git a/localstack-core/localstack/services/s3/exceptions.py b/localstack-core/localstack/services/s3/exceptions.py
index 382631de91a50..7497469b719ff 100644
--- a/localstack-core/localstack/services/s3/exceptions.py
+++ b/localstack-core/localstack/services/s3/exceptions.py
@@ -51,3 +51,12 @@ def __init__(self, message=None) -> None:
 class TooManyConfigurations(CommonServiceException):
     def __init__(self, message=None) -> None:
         super().__init__("TooManyConfigurations", status_code=400, message=message)
+
+
+class IllegalLocationConstraintException(CommonServiceException):
+    def __init__(self, location_constraint: str):
+        super().__init__(
+            "IllegalLocationConstraintException",
+            status_code=400,
+            message=f"The {location_constraint} location constraint is incompatible for the region specific endpoint this request was sent to.",
+        )
diff --git a/localstack-core/localstack/services/s3/models.py b/localstack-core/localstack/services/s3/models.py
index ba5f0c97429e8..17ad674425035 100644
--- a/localstack-core/localstack/services/s3/models.py
+++ b/localstack-core/localstack/services/s3/models.py
@@ -16,6 +16,7 @@
     BadDigest,
     BucketAccelerateStatus,
     BucketKeyEnabled,
+    BucketLocationConstraint,
     BucketName,
     BucketRegion,
     BucketVersioningStatus,
@@ -76,7 +77,11 @@
     S3_UPLOAD_PART_MIN_SIZE,
 )
 from localstack.services.s3.exceptions import InvalidRequest
-from localstack.services.s3.utils import CombinedCrcHash, get_s3_checksum, rfc_1123_datetime
+from localstack.services.s3.utils import (
+    CombinedCrcHash,
+    get_s3_checksum,
+    rfc_1123_datetime,
+)
 from localstack.services.stores import (
     AccountRegionBundle,
     BaseStore,
@@ -101,6 +106,7 @@ class S3Bucket:
     name: BucketName
     bucket_account_id: AccountId
     bucket_region: BucketRegion
+    location_constraint: BucketLocationConstraint | Literal[""]
     creation_date: datetime
     multiparts: dict[MultipartUploadId, "S3Multipart"]
     objects: Union["KeyStore", "VersionedKeyStore"]
@@ -137,10 +143,12 @@ def __init__(
         acl: AccessControlPolicy = None,
         object_ownership: ObjectOwnership = None,
         object_lock_enabled_for_bucket: bool = None,
+        location_constraint: BucketLocationConstraint | Literal[""] = "",
     ):
         self.name = name
         self.bucket_account_id = account_id
         self.bucket_region = bucket_region
+        self.location_constraint = location_constraint
         # If ObjectLock is enabled, it forces the bucket to be versioned as well
         self.versioning_status = None if not object_lock_enabled_for_bucket else "Enabled"
         self.objects = KeyStore() if not object_lock_enabled_for_bucket else VersionedKeyStore()
diff --git a/localstack-core/localstack/services/s3/provider.py b/localstack-core/localstack/services/s3/provider.py
index d9c946cf49e57..75eef6ada6969 100644
--- a/localstack-core/localstack/services/s3/provider.py
+++ b/localstack-core/localstack/services/s3/provider.py
@@ -33,6 +33,7 @@
     BucketAlreadyOwnedByYou,
     BucketCannedACL,
     BucketLifecycleConfiguration,
+    BucketLocationConstraint,
     BucketLoggingStatus,
     BucketName,
     BucketNotEmpty,
@@ -117,7 +118,6 @@
     InvalidArgument,
     InvalidBucketName,
     InvalidDigest,
-    InvalidLocationConstraint,
     InvalidObjectState,
     InvalidPartNumber,
     InvalidPartOrder,
@@ -229,7 +229,7 @@
     preprocess_request,
     serve_custom_service_request_handlers,
 )
-from localstack.constants import AWS_REGION_US_EAST_1
+from localstack.constants import AWS_REGION_EU_WEST_1, AWS_REGION_US_EAST_1
 from localstack.services.edge import ROUTER
 from localstack.services.plugins import ServiceLifecycleHook
 from localstack.services.s3.codec import AwsChunkedDecoder
@@ -278,6 +278,7 @@
     etag_to_base_64_content_md5,
     extract_bucket_key_version_id_from_copy_source,
     generate_safe_version_id,
+    get_bucket_location_xml,
     get_canned_acl,
     get_class_attrs_from_spec_class,
     get_failed_precondition_copy_source,
@@ -304,6 +305,7 @@
     validate_dict_fields,
     validate_failed_precondition,
     validate_kms_key_id,
+    validate_location_constraint,
     validate_tag_set,
 )
 from localstack.services.s3.validation import (
@@ -493,29 +495,19 @@ def create_bucket(
             raise InvalidBucketName("The specified bucket is not valid.", BucketName=bucket_name)
 
         create_bucket_configuration = request.get("CreateBucketConfiguration") or {}
-        bucket_region = create_bucket_configuration.get("LocationConstraint")
+
         bucket_tags = create_bucket_configuration.get("Tags")
         if bucket_tags:
             validate_tag_set(bucket_tags, type_set="create-bucket")
-        if bucket_region:
-            if context.region == AWS_REGION_US_EAST_1:
-                if bucket_region in ("us-east-1", "aws-global"):
-                    raise InvalidLocationConstraint(
-                        "The specified location-constraint is not valid",
-                        LocationConstraint=bucket_region,
-                    )
-            elif context.region != bucket_region:
-                raise CommonServiceException(
-                    code="IllegalLocationConstraintException",
-                    message=f"The {bucket_region} location constraint is incompatible for the region specific endpoint this request was sent to.",
-                )
-        else:
+
+        location_constraint = create_bucket_configuration.get("LocationConstraint", "")
+        validate_location_constraint(context.region, location_constraint)
+
+        bucket_region = location_constraint
+        if not location_constraint:
             bucket_region = AWS_REGION_US_EAST_1
-            if context.region != bucket_region:
-                raise CommonServiceException(
-                    code="IllegalLocationConstraintException",
-                    message="The unspecified location constraint is incompatible for the region specific endpoint this request was sent to.",
-                )
+        if location_constraint == BucketLocationConstraint.EU:
+            bucket_region = AWS_REGION_EU_WEST_1
 
         store = self.get_store(context.account_id, bucket_region)
 
@@ -554,6 +546,7 @@ def create_bucket(
             acl=acl,
             object_ownership=request.get("ObjectOwnership"),
             object_lock_enabled_for_bucket=request.get("ObjectLockEnabledForBucket"),
+            location_constraint=location_constraint,
         )
 
         store.buckets[bucket_name] = s3_bucket
@@ -709,16 +702,18 @@ def get_bucket_location(
         """
         store, s3_bucket = self._get_cross_account_bucket(context, bucket)
 
-        location_constraint = (
-            '<?xml version="1.0" encoding="UTF-8"?>\n'
-            '<LocationConstraint xmlns="http://s3.amazonaws.com/doc/2006-03-01/">{{location}}</LocationConstraint>'
-        )
-
-        location = s3_bucket.bucket_region if s3_bucket.bucket_region != "us-east-1" else ""
-        location_constraint = location_constraint.replace("{{location}}", location)
+        # TODO: Remove usage of getattr once persistence mechanism is updated.
+        # If the stored constraint is None the bucket was made before the storage of location_constraint.
+        # The EU location constraint wasn't supported before this point so we can safely default to the region.
+        location_constraint = getattr(s3_bucket, "location_constraint", None)
+        if location_constraint is None:
+            location_constraint = (
+                s3_bucket.bucket_region if s3_bucket.bucket_region != "us-east-1" else ""
+            )
 
-        response = GetBucketLocationOutput(LocationConstraint=location_constraint)
-        return response
+        return GetBucketLocationOutput(
+            LocationConstraint=get_bucket_location_xml(location_constraint)
+        )
 
     @handler("PutObject", expand=False)
     def put_object(
diff --git a/localstack-core/localstack/services/s3/utils.py b/localstack-core/localstack/services/s3/utils.py
index 3dab0bbe6a352..912497f11fe84 100644
--- a/localstack-core/localstack/services/s3/utils.py
+++ b/localstack-core/localstack/services/s3/utils.py
@@ -34,6 +34,7 @@
     Grantee,
     HeadObjectRequest,
     InvalidArgument,
+    InvalidLocationConstraint,
     InvalidRange,
     InvalidTag,
     LifecycleExpiration,
@@ -57,18 +58,25 @@
 from localstack.aws.api.s3 import Type as GranteeType
 from localstack.aws.chain import HandlerChain
 from localstack.aws.connect import connect_to
+from localstack.constants import AWS_REGION_EU_WEST_1, AWS_REGION_US_EAST_1
 from localstack.http import Response
 from localstack.services.s3 import checksums
 from localstack.services.s3.constants import (
     ALL_USERS_ACL_GRANTEE,
     AUTHENTICATED_USERS_ACL_GRANTEE,
+    BUCKET_LOCATION_CONSTRAINTS,
     CHECKSUM_ALGORITHMS,
+    EU_WEST_1_LOCATION_CONSTRAINTS,
     LOG_DELIVERY_ACL_GRANTEE,
     SIGNATURE_V2_PARAMS,
     SIGNATURE_V4_PARAMS,
     SYSTEM_METADATA_SETTABLE_HEADERS,
 )
-from localstack.services.s3.exceptions import InvalidRequest, MalformedXML
+from localstack.services.s3.exceptions import (
+    IllegalLocationConstraintException,
+    InvalidRequest,
+    MalformedXML,
+)
 from localstack.utils.aws import arns
 from localstack.utils.aws.arns import parse_arn
 from localstack.utils.objects import singleton_factory
@@ -888,6 +896,27 @@ def validate_tag_set(
         keys.add(key)
 
 
+def validate_location_constraint(context_region: str, location_constraint: str) -> None:
+    if location_constraint:
+        if context_region == AWS_REGION_US_EAST_1:
+            if (
+                not config.ALLOW_NONSTANDARD_REGIONS
+                and location_constraint not in BUCKET_LOCATION_CONSTRAINTS
+            ):
+                raise InvalidLocationConstraint(
+                    "The specified location-constraint is not valid",
+                    LocationConstraint=location_constraint,
+                )
+        elif context_region == AWS_REGION_EU_WEST_1:
+            if location_constraint not in EU_WEST_1_LOCATION_CONSTRAINTS:
+                raise IllegalLocationConstraintException(location_constraint)
+        elif context_region != location_constraint:
+            raise IllegalLocationConstraintException(location_constraint)
+    else:
+        if context_region != AWS_REGION_US_EAST_1:
+            raise IllegalLocationConstraintException("unspecified")
+
+
 def get_unique_key_id(
     bucket: BucketName, object_key: ObjectKey, version_id: ObjectVersionId
 ) -> str:
@@ -1105,3 +1134,19 @@ def is_version_older_than_other(version_id: str, other: str):
     See `generate_safe_version_id`
     """
     return base64.b64decode(version_id, altchars=b"._") < base64.b64decode(other, altchars=b"._")
+
+
+def get_bucket_location_xml(location_constraint: str) -> str:
+    """
+    Returns the formatted XML for the GetBucketLocation operation.
+
+    :param location_constraint: The location constraint to return in the XML. It can be an empty string when
+    it's not specified in the bucket configuration.
+    :return: The XML response.
+    """
+
+    return (
+        '<?xml version="1.0" encoding="UTF-8"?>\n'
+        '<LocationConstraint xmlns="http://s3.amazonaws.com/doc/2006-03-01/"'
+        + ("/>" if not location_constraint else f">{location_constraint}</LocationConstraint>")
+    )
diff --git a/tests/aws/services/s3/test_s3.py b/tests/aws/services/s3/test_s3.py
index d75c538b1a474..b084613b0d840 100644
--- a/tests/aws/services/s3/test_s3.py
+++ b/tests/aws/services/s3/test_s3.py
@@ -46,6 +46,7 @@
 from localstack.services.s3.utils import (
     RFC1123,
     etag_to_base_64_content_md5,
+    get_bucket_location_xml,
     parse_expiration_header,
     rfc_1123_datetime,
 )
@@ -288,6 +289,11 @@ def _simple_bucket_policy(s3_bucket: str) -> dict:
     }
 
 
+def get_xml_content(http_response_content: bytes) -> bytes:
+    # just format a bit the XML, nothing bad parity wise, but allow the test to run against AWS
+    return http_response_content.replace(b"'", b'"').replace(b"utf", b"UTF")
+
+
 class TestS3:
     @pytest.mark.skipif(condition=TEST_S3_IMAGE, reason="KMS not enabled in S3 image")
     @markers.aws.validated
@@ -1000,6 +1006,83 @@ def test_create_bucket_via_host_name(self, s3_vhost_client, aws_client, region_n
         finally:
             s3_vhost_client.delete_bucket(Bucket=bucket_name)
 
+    @markers.aws.validated
+    @markers.snapshot.skip_snapshot_verify(
+        paths=["$..Owner.DisplayName", "$..Buckets..BucketArn"]
+    )  # Bucket ARN is by AWS in this scenario but not for others.
+    def test_create_bucket_with_eu_location_constraint(
+        self, s3_create_bucket_with_client, aws_client_factory, snapshot
+    ):
+        snapshot.add_transformer(
+            [
+                snapshot.transform.key_value("ID"),
+                snapshot.transform.key_value("Name"),
+                snapshot.transform.key_value("BucketOwner"),
+                snapshot.transform.key_value("BucketRegion"),
+            ]
+        )
+        client_eu_west_1 = aws_client_factory(region_name="eu-west-1").s3
+
+        bucket_name = f"test-eu-region-{short_uid()}"
+        s3_create_bucket_with_client(
+            client_eu_west_1,
+            Bucket=bucket_name,
+            CreateBucketConfiguration={
+                "LocationConstraint": "EU"
+            },  # EU is just an alias for eu-west-1.
+        )
+        get_bucket_location_response = client_eu_west_1.get_bucket_location(Bucket=bucket_name)
+        assert get_bucket_location_response["LocationConstraint"] == "EU"
+        snapshot.match("get-bucket-location", get_bucket_location_response)
+
+        list_buckets_response = client_eu_west_1.list_buckets(Prefix=bucket_name)
+        assert list_buckets_response["Buckets"][0]["BucketRegion"] == "eu-west-1"
+        snapshot.match("list-bucket-response", list_buckets_response)
+
+    @markers.aws.validated
+    def test_create_bucket_with_eu_location_constraint_raises(
+        self, s3_create_bucket_with_client, aws_client_factory, snapshot
+    ):
+        # Should fail for a region that isn't eu-west-1 (not including us-east-1)
+        client_us_east_2 = aws_client_factory(region_name="us-east-2").s3
+        with pytest.raises(ClientError) as e:
+            s3_create_bucket_with_client(
+                client_us_east_2,
+                Bucket=f"test-eu-region-{short_uid()}",
+                CreateBucketConfiguration={"LocationConstraint": "EU"},
+            )
+        snapshot.match("eu-location-constraint-error", e.value.response)
+
+    @markers.aws.validated
+    @pytest.mark.parametrize(
+        "client_region, location_constraint",
+        [("us-east-1", "us-east-1"), ("us-east-1", "foo"), ("eu-west-1", "bar")],
+    )
+    def test_create_bucket_with_invalid_location_constraint(
+        self,
+        s3_create_bucket_with_client,
+        aws_client_factory,
+        snapshot,
+        client_region,
+        location_constraint,
+    ):
+        # Different error messages are raised for us-east-1.
+        snapshot.add_transformer(
+            snapshot.transform.key_value(
+                "LocationConstraint", value_replacement="location-constraint"
+            )
+        )
+
+        client = aws_client_factory(region_name=client_region).s3
+        with pytest.raises(ClientError) as e:
+            s3_create_bucket_with_client(
+                client,
+                CreateBucketConfiguration={"LocationConstraint": location_constraint},
+            )
+        snapshot.match(
+            f"{client_region}-location-constraint-{location_constraint}-error", e.value.response
+        )
+
     @markers.aws.validated
     def test_get_bucket_policy(self, s3_bucket, snapshot, aws_client, allow_bucket_acl, account_id):
         snapshot.add_transformer(snapshot.transform.key_value("Resource"))
@@ -5075,10 +5158,6 @@ def test_response_structure(self, aws_http_client_factory, s3_bucket, aws_client
 
         s3_http_client = aws_http_client_factory("s3", signer_factory=SigV4Auth)
 
-        def get_xml_content(http_response_content: bytes) -> bytes:
-            # just format a bit the XML, nothing bad parity wise, but allow the test to run against AWS
-            return http_response_content.replace(b"'", b'"').replace(b"utf", b"UTF")
-
         # Lists all buckets
         endpoint_url = _endpoint_url()
         resp = s3_http_client.get(endpoint_url, headers=headers)
@@ -5212,6 +5291,41 @@ def get_xml_content(http_response_content: bytes) -> bytes:
         assert resp.headers.get("Content-Type") is None
         assert resp.headers.get("Content-Length") is None
 
+    @markers.aws.validated
+    @pytest.mark.parametrize(
+        "client_region, location_constraint, expected_result",
+        [
+            ("us-east-1", None, ""),
+            ("eu-west-1", "EU", "EU"),
+            ("eu-central-1", "eu-central-1", "eu-central-1"),
+        ],
+    )
+    def test_response_structure_get_bucket_location(
+        self,
+        aws_http_client_factory,
+        s3_create_bucket_with_client,
+        aws_client_factory,
+        client_region,
+        location_constraint,
+        expected_result,
+    ):
+        s3_http_client = aws_http_client_factory("s3", signer_factory=SigV4Auth)
+        s3_client = aws_client_factory(region_name=client_region).s3
+        bucket_name = f"get-bucket-location-response-test-{short_uid()}"
+
+        bucket_config = (
+            {"CreateBucketConfiguration": {"LocationConstraint": location_constraint}}
+            if location_constraint
+            else {}
+        )
+        s3_create_bucket_with_client(s3_client, Bucket=bucket_name, **bucket_config)
+        get_bucket_location_response = s3_http_client.get(
+            f"{_bucket_url(bucket_name)}?location",
+            headers={"x-amz-content-sha256": "UNSIGNED-PAYLOAD"},
+        )
+        xml_content = get_xml_content(get_bucket_location_response.content)
+        assert get_bucket_location_xml(expected_result).encode() == xml_content
+
     @markers.aws.validated
     def test_response_structure_get_obj_attrs(self, aws_http_client_factory, s3_bucket, aws_client):
         """
diff --git a/tests/aws/services/s3/test_s3.snapshot.json b/tests/aws/services/s3/test_s3.snapshot.json
index e3c8859ce2e07..e2c749f6703a9 100644
--- a/tests/aws/services/s3/test_s3.snapshot.json
+++ b/tests/aws/services/s3/test_s3.snapshot.json
@@ -18278,5 +18278,97 @@
         }
       }
     }
+  },
+  "tests/aws/services/s3/test_s3.py::TestS3::test_create_bucket_with_eu_location_constraint": {
+    "recorded-date": "01-12-2025, 21:59:23",
+    "recorded-content": {
+      "get-bucket-location": {
+        "LocationConstraint": "EU",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "list-bucket-response": {
+        "Buckets": [
+          {
+            "BucketArn": "arn:<partition>:s3:::<name:1>",
+            "BucketRegion": "<bucket-region:1>",
+            "CreationDate": "datetime",
+            "Name": "<name:1>"
+          }
+        ],
+        "Owner": {
+          "ID": "<i-d:1>"
+        },
+        "Prefix": "<name:1>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/s3/test_s3.py::TestS3::test_create_bucket_with_eu_location_constraint_raises": {
+    "recorded-date": "01-12-2025, 22:24:44",
+    "recorded-content": {
+      "eu-location-constraint-error": {
+        "Error": {
+          "Code": "IllegalLocationConstraintException",
+          "Message": "The EU location constraint is incompatible for the region specific endpoint this request was sent to."
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/s3/test_s3.py::TestS3::test_create_bucket_with_invalid_location_constraint[us-east-1-us-east-1]": {
+    "recorded-date": "03-12-2025, 10:38:51",
+    "recorded-content": {
+      "us-east-1-location-constraint-us-east-1-error": {
+        "Error": {
+          "Code": "InvalidLocationConstraint",
+          "LocationConstraint": "<location-constraint:1>",
+          "Message": "The specified location-constraint is not valid"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/s3/test_s3.py::TestS3::test_create_bucket_with_invalid_location_constraint[us-east-1-foo]": {
+    "recorded-date": "03-12-2025, 10:38:51",
+    "recorded-content": {
+      "us-east-1-location-constraint-foo-error": {
+        "Error": {
+          "Code": "InvalidLocationConstraint",
+          "LocationConstraint": "<location-constraint:1>",
+          "Message": "The specified location-constraint is not valid"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/s3/test_s3.py::TestS3::test_create_bucket_with_invalid_location_constraint[eu-west-1-bar]": {
+    "recorded-date": "03-12-2025, 10:38:51",
+    "recorded-content": {
+      "eu-west-1-location-constraint-bar-error": {
+        "Error": {
+          "Code": "IllegalLocationConstraintException",
+          "Message": "The bar location constraint is incompatible for the region specific endpoint this request was sent to."
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/s3/test_s3.validation.json b/tests/aws/services/s3/test_s3.validation.json
index 0e7633aebe273..320c3cc950d97 100644
--- a/tests/aws/services/s3/test_s3.validation.json
+++ b/tests/aws/services/s3/test_s3.validation.json
@@ -62,9 +62,54 @@
   "tests/aws/services/s3/test_s3.py::TestS3::test_create_bucket_via_host_name": {
     "last_validated_date": "2025-01-21T18:27:49+00:00"
   },
+  "tests/aws/services/s3/test_s3.py::TestS3::test_create_bucket_with_eu_location_constraint": {
+    "last_validated_date": "2025-12-01T21:59:23+00:00",
+    "durations_in_seconds": {
+      "setup": 0.87,
+      "call": 0.85,
+      "teardown": 0.47,
+      "total": 2.19
+    }
+  },
+  "tests/aws/services/s3/test_s3.py::TestS3::test_create_bucket_with_eu_location_constraint_raises": {
+    "last_validated_date": "2025-12-01T22:24:44+00:00",
+    "durations_in_seconds": {
+      "setup": 0.84,
+      "call": 0.38,
+      "teardown": 0.0,
+      "total": 1.22
+    }
+  },
   "tests/aws/services/s3/test_s3.py::TestS3::test_create_bucket_with_existing_name": {
     "last_validated_date": "2025-01-21T18:34:10+00:00"
   },
+  "tests/aws/services/s3/test_s3.py::TestS3::test_create_bucket_with_invalid_location_constraint[eu-west-1-bar]": {
+    "last_validated_date": "2025-12-03T10:38:51+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.12,
+      "teardown": 0.0,
+      "total": 0.12
+    }
+  },
+  "tests/aws/services/s3/test_s3.py::TestS3::test_create_bucket_with_invalid_location_constraint[us-east-1-foo]": {
+    "last_validated_date": "2025-12-03T10:38:51+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.32,
+      "teardown": 0.0,
+      "total": 0.32
+    }
+  },
+  "tests/aws/services/s3/test_s3.py::TestS3::test_create_bucket_with_invalid_location_constraint[us-east-1-us-east-1]": {
+    "last_validated_date": "2025-12-03T10:38:51+00:00",
+    "durations_in_seconds": {
+      "setup": 1.29,
+      "call": 0.34,
+      "teardown": 0.0,
+      "total": 1.63
+    }
+  },
   "tests/aws/services/s3/test_s3.py::TestS3::test_delete_bucket_no_such_bucket": {
     "last_validated_date": "2025-01-21T18:27:11+00:00"
   },
@@ -356,6 +401,33 @@
   "tests/aws/services/s3/test_s3.py::TestS3::test_response_structure": {
     "last_validated_date": "2025-01-21T18:41:38+00:00"
   },
+  "tests/aws/services/s3/test_s3.py::TestS3::test_response_structure_get_bucket_location[eu-central-1-eu-central-1-eu-central-1]": {
+    "last_validated_date": "2025-12-03T02:59:05+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 1.05,
+      "teardown": 0.5,
+      "total": 1.55
+    }
+  },
+  "tests/aws/services/s3/test_s3.py::TestS3::test_response_structure_get_bucket_location[eu-west-1-EU-EU]": {
+    "last_validated_date": "2025-12-03T02:59:03+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.95,
+      "teardown": 0.55,
+      "total": 1.5
+    }
+  },
+  "tests/aws/services/s3/test_s3.py::TestS3::test_response_structure_get_bucket_location[us-east-1-None-]": {
+    "last_validated_date": "2025-12-03T02:59:02+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 1.61,
+      "teardown": 0.94,
+      "total": 2.55
+    }
+  },
   "tests/aws/services/s3/test_s3.py::TestS3::test_response_structure_get_obj_attrs": {
     "last_validated_date": "2025-08-18T16:12:31+00:00",
     "durations_in_seconds": {
diff --git a/tests/aws/services/s3/test_s3_list_operations.py b/tests/aws/services/s3/test_s3_list_operations.py
index 91a94a1ac87b7..bf31be7f14467 100644
--- a/tests/aws/services/s3/test_s3_list_operations.py
+++ b/tests/aws/services/s3/test_s3_list_operations.py
@@ -168,7 +168,7 @@ def test_list_buckets_region_validation(self, aws_client, snapshot):
 
     @markers.aws.only_localstack
     @markers.requires_in_process
-    def test_list_buckets_region_validation_disabled(
+    def test_region_validation_non_standard_regions_enabled(
         self, snapshot, monkeypatch, aws_client_factory, s3_create_bucket_with_client
     ):
         monkeypatch.setattr(config, "ALLOW_NONSTANDARD_REGIONS", True)
@@ -180,19 +180,32 @@ def test_list_buckets_region_validation_disabled(
 
         bad_region = "eu-east-1"
 
-        # A client created with us-east-1 can create buckets in any region
+        # A client created with us-east-1 can create buckets in any region, including the bad region.
         client_us_east_1 = aws_client_factory(region_name=AWS_REGION_US_EAST_1).s3
-
-        bucket_name = f"test-bucket-{short_uid()}"
         s3_create_bucket_with_client(
             client_us_east_1,
-            Bucket=bucket_name,
             CreateBucketConfiguration={"LocationConstraint": bad_region},
         )
 
+        # A client created in the bad region should can only create buckets in this region.
+        client_bad_region = aws_client_factory(region_name=bad_region).s3
+        s3_create_bucket_with_client(
+            client_bad_region,
+            CreateBucketConfiguration={"LocationConstraint": bad_region},
+        )
+        with pytest.raises(ClientError) as e:
+            s3_create_bucket_with_client(
+                client_bad_region,
+                CreateBucketConfiguration={"LocationConstraint": AWS_REGION_US_EAST_1},
+            )
+        assert (
+            e.value.response["Error"]["Message"]
+            == "The us-east-1 location constraint is incompatible for the region specific endpoint this request was sent to."
+        )
+
         list_buckets = client_us_east_1.list_buckets(BucketRegion=bad_region)
-        assert list_buckets["Buckets"]
-        assert list_buckets["Buckets"][0]["BucketRegion"] == bad_region
+        for bucket in list_buckets["Buckets"]:
+            assert bucket["BucketRegion"] == bad_region
 
 
 class TestS3ListObjects:

From b8e33cec8ecd1520b6380efc2a14dfb8a1ee0ee6 Mon Sep 17 00:00:00 2001
From: Misha Tiurin <650819+tiurin@users.noreply.github.com>
Date: Thu, 4 Dec 2025 14:47:28 +0100
Subject: [PATCH 433/697] [SFN][TestState] Add test for invalid state machine
 definition in test state call (#13446)

Adds a test for invalid state machine definition in test state call.

ANTLR parser message has different wording but the same meaning as AWS response. Not investing time now to convert to the exact same wording - relying on error code for test.
---
 .../base_invalid_state_definition.json5       | 10 ++++++++
 .../test_state/test_state_templates.py        |  4 +++
 .../test_test_state_machine_scenarios.py      | 25 +++++++++++++++++++
 ...test_state_machine_scenarios.snapshot.json | 16 ++++++++++++
 ...st_state_machine_scenarios.validation.json |  9 +++++++
 5 files changed, 64 insertions(+)
 create mode 100644 tests/aws/services/stepfunctions/templates/test_state/statemachines/base_invalid_state_definition.json5

diff --git a/tests/aws/services/stepfunctions/templates/test_state/statemachines/base_invalid_state_definition.json5 b/tests/aws/services/stepfunctions/templates/test_state/statemachines/base_invalid_state_definition.json5
new file mode 100644
index 0000000000000..0e1557ed50d6e
--- /dev/null
+++ b/tests/aws/services/stepfunctions/templates/test_state/statemachines/base_invalid_state_definition.json5
@@ -0,0 +1,10 @@
+{
+  "Comment": "Base state machine with a state that is not a valid state definition.",
+  "StartAt": "ExistingButInvalidState",
+  "States": {
+    "ExistingButInvalidState": {
+      "Type": "TypeThatDoesNotExist",
+      "End": true
+    }
+  }
+}
diff --git a/tests/aws/services/stepfunctions/templates/test_state/test_state_templates.py b/tests/aws/services/stepfunctions/templates/test_state/test_state_templates.py
index 3da7af5109877..02fabb648542e 100644
--- a/tests/aws/services/stepfunctions/templates/test_state/test_state_templates.py
+++ b/tests/aws/services/stepfunctions/templates/test_state/test_state_templates.py
@@ -124,3 +124,7 @@ class TestStateMachineTemplate(TemplateLoader):
     LOCALSTACK_BLOGPOST_SCENARIO_STATE_MACHINE: Final[str] = os.path.join(
         _THIS_FOLDER, "statemachines/localstack_blogpost_scenario_state_machine.json5"
     )
+
+    BASE_INVALID_STATE_DEFINITION: Final[str] = os.path.join(
+        _THIS_FOLDER, "statemachines/base_invalid_state_definition.json5"
+    )
diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py b/tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py
index e51dd5ff3b07c..305fbf7821939 100644
--- a/tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py
@@ -105,3 +105,28 @@ def test_base_state_name_validation_failures(
         sfn_snapshot.match(
             "exception", {"exception_typename": ex.typename, "exception_value": ex.value}
         )
+
+    @markers.aws.validated
+    @markers.snapshot.skip_snapshot_verify(paths=["$..Error.Message", "$..message"])
+    # ANTLR parser message has different wording but the same meaning as AWS response. Not investing time now to convert to the exact same wording - relying on error code for test.
+    # TODO match wording and hide implementation details (ANTLR)
+    # expected:
+    # /Error/Message "Invalid State Machine Definition: 'SCHEMA_VALIDATION_FAILED: The field 'Type' should have one of these values: [Task, Wait, Pass, Succeed, Fail, Choice, Parallel, Map] at /States/ExistingButInvalidState/Type'"
+    # actual:
+    # 'ASLParserException line 1:170, at "TypeThatDoesNotExist", mismatched input \'"TypeThatDoesNotExist"\' expecting {\'"Task"\', \'"Choice"\', \'"Fail"\', \'"Succeed"\', \'"Pass"\', \'"Wait"\', \'"Parallel"\', \'"Map"\'}'
+    def test_state_name_invalid_state_definition(
+        self,
+        aws_client_no_sync_prefix,
+        sfn_snapshot,
+    ):
+        template = TSMT.load_sfn_template(TSMT.BASE_INVALID_STATE_DEFINITION)
+        definition = json.dumps(template)
+
+        with pytest.raises(Exception) as e:
+            aws_client_no_sync_prefix.stepfunctions.test_state(
+                stateName="ExistingButInvalidState",
+                definition=definition,
+                input=HELLO_WORLD_INPUT,
+                inspectionLevel=InspectionLevel.INFO,
+            )
+        sfn_snapshot.match("validation_exception", e.value.response)
diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.snapshot.json b/tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.snapshot.json
index 799be95a92057..ab77a405eefc6 100644
--- a/tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.snapshot.json
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.snapshot.json
@@ -345,5 +345,21 @@
         }
       }
     }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_state_name_invalid_state_definition": {
+    "recorded-date": "04-12-2025, 12:16:39",
+    "recorded-content": {
+      "validation_exception": {
+        "Error": {
+          "Code": "InvalidDefinition",
+          "Message": "Invalid State Machine Definition: 'SCHEMA_VALIDATION_FAILED: The field 'Type' should have one of these values: [Task, Wait, Pass, Succeed, Fail, Choice, Parallel, Map] at /States/ExistingButInvalidState/Type'"
+        },
+        "message": "Invalid State Machine Definition: 'SCHEMA_VALIDATION_FAILED: The field 'Type' should have one of these values: [Task, Wait, Pass, Succeed, Fail, Choice, Parallel, Map] at /States/ExistingButInvalidState/Type'",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.validation.json b/tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.validation.json
index c50aaffb66a50..122acaa70d2a6 100644
--- a/tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.validation.json
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.validation.json
@@ -160,5 +160,14 @@
       "teardown": 0.0,
       "total": 0.59
     }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_machine_scenarios.py::TestStateMachineScenarios::test_state_name_invalid_state_definition": {
+    "last_validated_date": "2025-12-04T12:16:39+00:00",
+    "durations_in_seconds": {
+      "setup": 0.55,
+      "call": 0.67,
+      "teardown": 0.0,
+      "total": 1.22
+    }
   }
 }

From 53d710884a72a3d2cdf11837c019d6f7ce9e1d94 Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Thu, 4 Dec 2025 16:23:44 +0100
Subject: [PATCH 434/697] mypy: add moto-ext as additional-dependencies in
 pre-commit hook (#13465)

---
 .pre-commit-config.yaml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 20425affc65a8..c38a2adbb012f 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -15,7 +15,7 @@ repos:
     hooks:
       - id: mypy
         entry: bash -c 'cd localstack-core && mypy --install-types --non-interactive'
-        additional_dependencies: ['botocore-stubs', 'rolo']
+        additional_dependencies: ['botocore-stubs', 'rolo', 'moto-ext']
 
   - repo: https://github.com/pre-commit/pre-commit-hooks
     rev: v6.0.0

From f337af9522b7b55c707bf3c1d9e6591940d24d8e Mon Sep 17 00:00:00 2001
From: Anisa Oshafi <anisaoshafi@gmail.com>
Date: Thu, 4 Dec 2025 20:06:18 +0100
Subject: [PATCH 435/697] Lambda: Keep track of scaling config in store
 (#13463)

---
 .../localstack/services/lambda_/invocation/lambda_models.py   | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/localstack-core/localstack/services/lambda_/invocation/lambda_models.py b/localstack-core/localstack/services/lambda_/invocation/lambda_models.py
index b0f51f27cfafb..a0807353f2fff 100644
--- a/localstack-core/localstack/services/lambda_/invocation/lambda_models.py
+++ b/localstack-core/localstack/services/lambda_/invocation/lambda_models.py
@@ -30,6 +30,7 @@
     CodeSigningPolicies,
     Cors,
     DestinationConfig,
+    FunctionScalingConfig,
     FunctionUrlAuthType,
     InstanceRequirements,
     InvocationType,
@@ -625,6 +626,9 @@ class Function:
     provisioned_concurrency_configs: dict[str, ProvisionedConcurrencyConfiguration] = (
         dataclasses.field(default_factory=dict)
     )
+    function_scaling_configs: dict[str, FunctionScalingConfig] = dataclasses.field(
+        default_factory=dict
+    )
 
     lock: threading.RLock = dataclasses.field(default_factory=threading.RLock)
     next_version: int = 1

From 5253193edb352941d139d3127eb4ab82a750d030 Mon Sep 17 00:00:00 2001
From: Bernhard Matyas <90144234+baermat@users.noreply.github.com>
Date: Fri, 5 Dec 2025 09:40:55 +0100
Subject: [PATCH 436/697] SNS: v2 phone number operations (#13449)

---
 .../localstack/services/sns/v2/models.py      |  3 +
 .../localstack/services/sns/v2/provider.py    | 37 ++++++++
 tests/aws/services/sns/test_sns.py            | 89 ++++++++++++++++++
 tests/aws/services/sns/test_sns.snapshot.json | 48 ++++++++++
 .../aws/services/sns/test_sns.validation.json | 90 ++++++++++++++-----
 5 files changed, 246 insertions(+), 21 deletions(-)

diff --git a/localstack-core/localstack/services/sns/v2/models.py b/localstack-core/localstack/services/sns/v2/models.py
index 4af834e369dfd..0c703c08b194d 100644
--- a/localstack-core/localstack/services/sns/v2/models.py
+++ b/localstack-core/localstack/services/sns/v2/models.py
@@ -7,6 +7,7 @@
 from localstack.aws.api.sns import (
     Endpoint,
     MessageAttributeMap,
+    PhoneNumber,
     PlatformApplication,
     PublishBatchRequestEntry,
     TopicAttributesMap,
@@ -192,5 +193,7 @@ class SnsStore(BaseStore):
 
     TAGS: TaggingService = CrossRegionAttribute(default=TaggingService)
 
+    PHONE_NUMBERS_OPTED_OUT: list[PhoneNumber] = CrossRegionAttribute(default=list)
+
 
 sns_stores = AccountRegionBundle("sns", SnsStore)
diff --git a/localstack-core/localstack/services/sns/v2/provider.py b/localstack-core/localstack/services/sns/v2/provider.py
index 2abaa7b8333f1..cc9610b42e39e 100644
--- a/localstack-core/localstack/services/sns/v2/provider.py
+++ b/localstack-core/localstack/services/sns/v2/provider.py
@@ -12,6 +12,7 @@
 from localstack.aws.api.sns import (
     AmazonResourceName,
     BatchEntryIdsNotDistinctException,
+    CheckIfPhoneNumberIsOptedOutResponse,
     ConfirmSubscriptionResponse,
     CreateEndpointResponse,
     CreatePlatformApplicationResponse,
@@ -26,6 +27,7 @@
     InvalidParameterException,
     InvalidParameterValueException,
     ListEndpointsByPlatformApplicationResponse,
+    ListPhoneNumbersOptedOutResponse,
     ListPlatformApplicationsResponse,
     ListString,
     ListSubscriptionsByTopicResponse,
@@ -35,6 +37,7 @@
     MapStringToString,
     MessageAttributeMap,
     NotFoundException,
+    OptInPhoneNumberResponse,
     PhoneNumber,
     PlatformApplication,
     PublishBatchRequestEntryList,
@@ -61,6 +64,7 @@
     messageStructure,
     nextToken,
     protocol,
+    string,
     subject,
     subscriptionARN,
     topicARN,
@@ -1077,6 +1081,39 @@ def get_sms_attributes(
 
         return GetSMSAttributesResponse(attributes=return_attributes)
 
+    #
+    # Phone number operations
+    #
+
+    def check_if_phone_number_is_opted_out(
+        self, context: RequestContext, phone_number: PhoneNumber, **kwargs
+    ) -> CheckIfPhoneNumberIsOptedOutResponse:
+        store = sns_stores[context.account_id][context.region]
+        return CheckIfPhoneNumberIsOptedOutResponse(
+            isOptedOut=phone_number in store.PHONE_NUMBERS_OPTED_OUT
+        )
+
+    def list_phone_numbers_opted_out(
+        self, context: RequestContext, next_token: string | None = None, **kwargs
+    ) -> ListPhoneNumbersOptedOutResponse:
+        store = self.get_store(context.account_id, context.region)
+        numbers_opted_out = PaginatedList(store.PHONE_NUMBERS_OPTED_OUT)
+        page, nxt = numbers_opted_out.get_page(
+            token_generator=lambda x: x,
+            next_token=next_token,
+            page_size=100,
+        )
+        phone_numbers = {"phoneNumbers": page, "nextToken": nxt}
+        return ListPhoneNumbersOptedOutResponse(**phone_numbers)
+
+    def opt_in_phone_number(
+        self, context: RequestContext, phone_number: PhoneNumber, **kwargs
+    ) -> OptInPhoneNumberResponse:
+        store = self.get_store(context.account_id, context.region)
+        if phone_number in store.PHONE_NUMBERS_OPTED_OUT:
+            store.PHONE_NUMBERS_OPTED_OUT.remove(phone_number)
+        return OptInPhoneNumberResponse()
+
     def list_tags_for_resource(
         self, context: RequestContext, resource_arn: AmazonResourceName, **kwargs
     ) -> ListTagsForResourceResponse:
diff --git a/tests/aws/services/sns/test_sns.py b/tests/aws/services/sns/test_sns.py
index 6a731f78459b9..01e0b559e217b 100644
--- a/tests/aws/services/sns/test_sns.py
+++ b/tests/aws/services/sns/test_sns.py
@@ -37,6 +37,7 @@
 from localstack.testing.aws.util import is_aws_cloud
 from localstack.testing.config import TEST_AWS_ACCESS_KEY_ID, TEST_AWS_SECRET_ACCESS_KEY
 from localstack.testing.pytest import markers
+from localstack.testing.snapshots.transformer_utility import TransformerUtility
 from localstack.utils import testutil
 from localstack.utils.aws.arns import get_partition, parse_arn, sqs_queue_arn
 from localstack.utils.net import wait_for_port_closed, wait_for_port_open
@@ -3665,6 +3666,15 @@ def platform_credentials() -> tuple[str, str]:
     return client_id, client_secret
 
 
+@pytest.fixture(scope="class")
+def phone_number() -> str:
+    # if you want to test phone number operations against AWS and a real phone number, replace this value
+    # and use this fixture.
+    # note: you might need to verify that number first in your AWS account due to the sms sandbox
+    phone_number = "+430000000000"
+    return phone_number
+
+
 class TestSNSPlatformApplicationCrud:
     @markers.aws.manual_setup_required
     def test_create_platform_application(
@@ -4680,6 +4690,85 @@ def test_set_invalid_sms_attributes(self, aws_client, snapshot, attribute_key_va
             )
         snapshot.match("invalid-attribute", e.value.response)
 
+    @markers.aws.manual_setup_required
+    @pytest.mark.skipif(is_sns_v1_provider(), reason="Not correctly implemented in v1")
+    def test_is_phone_number_opted_out(
+        self, phone_number, aws_client, snapshot, sns_provider, account_id, region_name, cleanups
+    ):
+        # this test expects the fixture-provided phone number to be opted out
+        # if you want to test against AWS, you need to manually opt out a number
+        # https://us-east-1.console.aws.amazon.com/sms-voice/home?region=us-east-1#/opt-out-lists?name=Default&tab=opt-out-list-opted-out-numbers
+        sns_store = sns_provider().get_store(account_id, region_name)
+
+        def cleanup_store():
+            sns_store.PHONE_NUMBERS_OPTED_OUT.remove(phone_number)
+
+        if not is_aws_cloud():
+            sns_store.PHONE_NUMBERS_OPTED_OUT.append(phone_number)
+            cleanups.append(cleanup_store)
+
+        response = aws_client.sns.check_if_phone_number_is_opted_out(phoneNumber=phone_number)
+        snapshot.match("phone-number-opted-out", response)
+
+    @markers.aws.manual_setup_required
+    @pytest.mark.skipif(is_sns_v1_provider(), reason="Not correctly implemented in v1")
+    def test_list_phone_numbers_opted_out(
+        self, phone_number, aws_client, snapshot, sns_provider, account_id, region_name, cleanups
+    ):
+        # this test expects exactly one phone number opted out
+        # if you want to test against AWS, you need to manually opt out a number
+        # https://us-east-1.console.aws.amazon.com/sms-voice/home?region=us-east-1#/opt-out-lists?name=Default&tab=opt-out-list-opted-out-numbers
+        sns_store = sns_provider().get_store(account_id, region_name)
+
+        def cleanup_store():
+            sns_store.PHONE_NUMBERS_OPTED_OUT.remove(phone_number)
+
+        if not is_aws_cloud():
+            sns_store.PHONE_NUMBERS_OPTED_OUT.append(phone_number)
+            cleanups.append(cleanup_store)
+
+        snapshot.add_transformer(
+            TransformerUtility.jsonpath(
+                jsonpath="$..phoneNumbers[*]",
+                value_replacement="phone-number",
+            )
+        )
+        response = aws_client.sns.list_phone_numbers_opted_out()
+        snapshot.match("list-phone-numbers-opted-out", response)
+
+    @markers.aws.manual_setup_required
+    @pytest.mark.skipif(is_sns_v1_provider(), reason="Not correctly implemented in v1")
+    def test_opt_in_phone_number(
+        self, phone_number, aws_client, snapshot, sns_provider, account_id, region_name, cleanups
+    ):
+        # this test expects exactly one phone number opted out
+        # if you want to test against AWS, you need to manually opt out a number
+        # https://us-east-1.console.aws.amazon.com/sms-voice/home?region=us-east-1#/opt-out-lists?name=Default&tab=opt-out-list-opted-out-numbers
+        # IMPORTANT: a phone number can only be opted in once every 30 days on AWS.
+        # Make sure everything else is set up and taken care of properly before trying to validate this.
+        sns_store = sns_provider().get_store(account_id, region_name)
+
+        def cleanup_store():
+            sns_store.PHONE_NUMBERS_OPTED_OUT.remove(phone_number)
+
+        if not is_aws_cloud():
+            sns_store.PHONE_NUMBERS_OPTED_OUT.append(phone_number)
+            cleanups.append(cleanup_store)
+        response = aws_client.sns.check_if_phone_number_is_opted_out(phoneNumber=phone_number)
+        assert response["isOptedOut"]
+
+        response = aws_client.sns.opt_in_phone_number(phoneNumber=phone_number)
+        snapshot.match("opt-in-phone-number", response)
+
+    @markers.aws.validated
+    def test_opt_in_non_existing_phone_number(
+        self, phone_number, aws_client, snapshot, sns_provider, account_id, region_name
+    ):
+        non_existing_number = "+4411111111"
+        response = aws_client.sns.opt_in_phone_number(phoneNumber=non_existing_number)
+
+        snapshot.match("opt-in-non-existing-number", response)
+
 
 class TestSNSSubscriptionHttp:
     @markers.aws.validated
diff --git a/tests/aws/services/sns/test_sns.snapshot.json b/tests/aws/services/sns/test_sns.snapshot.json
index c1c285ff06a15..ada2c003d9c00 100644
--- a/tests/aws/services/sns/test_sns.snapshot.json
+++ b/tests/aws/services/sns/test_sns.snapshot.json
@@ -6787,5 +6787,53 @@
         }
       }
     }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSSMS::test_is_phone_number_opted_out": {
+    "recorded-date": "01-12-2025, 19:33:36",
+    "recorded-content": {
+      "phone-number-opted-out": {
+        "isOptedOut": true,
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSSMS::test_list_phone_numbers_opted_out": {
+    "recorded-date": "01-12-2025, 19:37:44",
+    "recorded-content": {
+      "list-phone-numbers-opted-out": {
+        "phoneNumbers": [
+          "<phone-number:1>"
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSSMS::test_opt_in_phone_number": {
+    "recorded-date": "01-12-2025, 19:44:54",
+    "recorded-content": {
+      "opt-in-phone-number": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSSMS::test_opt_in_non_existing_phone_number": {
+    "recorded-date": "01-12-2025, 19:53:23",
+    "recorded-content": {
+      "opt-in-non-existing-number": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/sns/test_sns.validation.json b/tests/aws/services/sns/test_sns.validation.json
index db89d500c99db..8502607e64342 100644
--- a/tests/aws/services/sns/test_sns.validation.json
+++ b/tests/aws/services/sns/test_sns.validation.json
@@ -657,16 +657,58 @@
     "last_validated_date": "2023-11-07T10:11:37+00:00"
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSMS::test_get_sms_attributes_from_unmodified_region": {
-    "last_validated_date": "2025-10-15T12:02:37+00:00",
+    "last_validated_date": "2025-12-02T12:58:44+00:00",
     "durations_in_seconds": {
-      "setup": 0.67,
-      "call": 2.07,
+      "setup": 0.0,
+      "call": 2.64,
+      "teardown": 0.0,
+      "total": 2.64
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSSMS::test_is_phone_number_opted_out": {
+    "last_validated_date": "2025-12-01T19:33:36+00:00",
+    "durations_in_seconds": {
+      "setup": 0.74,
+      "call": 0.63,
+      "teardown": 0.0,
+      "total": 1.37
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSSMS::test_list_phone_numbers_opted_out": {
+    "last_validated_date": "2025-12-02T12:58:54+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.16,
+      "teardown": 0.0,
+      "total": 0.16
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSSMS::test_opt_in_non_existing_phone_number": {
+    "last_validated_date": "2025-12-02T12:58:54+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.14,
+      "teardown": 0.0,
+      "total": 0.14
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSSMS::test_opt_in_phone_number": {
+    "last_validated_date": "2025-12-01T19:44:54+00:00",
+    "durations_in_seconds": {
+      "setup": 0.94,
+      "call": 1.02,
       "teardown": 0.0,
-      "total": 2.74
+      "total": 1.96
     }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSMS::test_publish_wrong_phone_format": {
-    "last_validated_date": "2023-08-24T22:20:12+00:00"
+    "last_validated_date": "2025-12-02T12:58:42+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.87,
+      "teardown": 0.25,
+      "total": 1.12
+    }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSMS::test_set_get_sms_attributes": {
     "last_validated_date": "2025-10-13T10:30:42+00:00",
@@ -678,39 +720,39 @@
     }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSMS::test_set_invalid_sms_attributes[InvalidAttributeName]": {
-    "last_validated_date": "2025-10-15T12:14:04+00:00",
+    "last_validated_date": "2025-12-02T12:58:45+00:00",
     "durations_in_seconds": {
-      "setup": 1.45,
-      "call": 1.32,
+      "setup": 0.01,
+      "call": 0.3,
       "teardown": 0.0,
-      "total": 2.77
+      "total": 0.31
     }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSMS::test_set_invalid_sms_attributes[InvalidSMSType]": {
-    "last_validated_date": "2025-10-15T12:14:12+00:00",
+    "last_validated_date": "2025-12-02T12:58:53+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 2.24,
+      "call": 2.16,
       "teardown": 0.0,
-      "total": 2.24
+      "total": 2.16
     }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSMS::test_set_invalid_sms_attributes[NoLetterID]": {
-    "last_validated_date": "2025-10-15T12:14:09+00:00",
+    "last_validated_date": "2025-12-02T12:58:51+00:00",
     "durations_in_seconds": {
-      "setup": 0.01,
-      "call": 3.39,
+      "setup": 0.0,
+      "call": 3.38,
       "teardown": 0.0,
-      "total": 3.4
+      "total": 3.38
     }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSMS::test_set_invalid_sms_attributes[TooLongID]": {
-    "last_validated_date": "2025-10-15T12:14:06+00:00",
+    "last_validated_date": "2025-12-02T12:58:48+00:00",
     "durations_in_seconds": {
-      "setup": 0.1,
-      "call": 1.78,
+      "setup": 0.0,
+      "call": 3.04,
       "teardown": 0.0,
-      "total": 1.88
+      "total": 3.04
     }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSMS::test_set_invalid_sms_attributes[attribute_key_value0]": {
@@ -750,7 +792,13 @@
     }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSMS::test_subscribe_sms_endpoint": {
-    "last_validated_date": "2024-05-14T19:34:11+00:00"
+    "last_validated_date": "2025-12-02T12:58:41+00:00",
+    "durations_in_seconds": {
+      "setup": 0.81,
+      "call": 2.06,
+      "teardown": 0.61,
+      "total": 3.48
+    }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrud::test_create_subscriptions_with_attributes": {
     "last_validated_date": "2025-10-06T10:25:19+00:00",

From 0a759a9e865b5c98689d834e5fd9f8b73a61dd35 Mon Sep 17 00:00:00 2001
From: Silvio Vasiljevic <silvio.vasiljevic@gmail.com>
Date: Fri, 5 Dec 2025 10:38:06 +0100
Subject: [PATCH 437/697] Use catalog in CloudFormation CreateStack and save
 errors for DescribeStack (#13321)

---
 localstack-core/localstack/config.py          |   5 +
 .../localstack/runtime/analytics.py           |   2 +
 .../v2/change_set_resource_support_checker.py | 114 +++++++++++++
 .../services/cloudformation/v2/provider.py    |  35 ++++
 .../localstack/utils/catalog/catalog.py       |   5 +-
 tests/integration/test_catalog.py             | 152 ++++++++++++++++++
 6 files changed, 311 insertions(+), 2 deletions(-)
 create mode 100644 localstack-core/localstack/services/cloudformation/engine/v2/change_set_resource_support_checker.py
 create mode 100644 tests/integration/test_catalog.py

diff --git a/localstack-core/localstack/config.py b/localstack-core/localstack/config.py
index 10f12f32528d4..60c0d3686d6cf 100644
--- a/localstack-core/localstack/config.py
+++ b/localstack-core/localstack/config.py
@@ -225,6 +225,11 @@ def parse_boolean_env(env_var_name: str) -> bool | None:
     return None
 
 
+def parse_comma_separated_list(env_var_name: str) -> list[str]:
+    """Parse a comma separated list from the given environment variable."""
+    return os.environ.get(env_var_name, "").strip().split(",")
+
+
 def is_env_true(env_var_name: str) -> bool:
     """Whether the given environment variable has a truthy value."""
     return os.environ.get(env_var_name, "").lower().strip() in TRUE_STRINGS
diff --git a/localstack-core/localstack/runtime/analytics.py b/localstack-core/localstack/runtime/analytics.py
index a4a18b95d6eaf..d0df5995615ff 100644
--- a/localstack-core/localstack/runtime/analytics.py
+++ b/localstack-core/localstack/runtime/analytics.py
@@ -11,6 +11,8 @@
     "ACTIVATE_PRO",
     "ALLOW_NONSTANDARD_REGIONS",
     "BEDROCK_PREWARM",
+    "CFN_IGNORE_UNSUPPORTED_TYPE_CREATE",
+    "CFN_IGNORE_UNSUPPORTED_TYPE_UPDATE",
     "CFN_IGNORE_UNSUPPORTED_RESOURCE_TYPES",
     "CLOUDFRONT_LAMBDA_EDGE",
     "CONTAINER_RUNTIME",
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_resource_support_checker.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_resource_support_checker.py
new file mode 100644
index 0000000000000..ee20d9c8dbc51
--- /dev/null
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_resource_support_checker.py
@@ -0,0 +1,114 @@
+from localstack.services.cloudformation.engine.v2.change_set_model import (
+    NodeResource,
+)
+from localstack.services.cloudformation.engine.v2.change_set_model_visitor import (
+    ChangeSetModelVisitor,
+)
+from localstack.services.cloudformation.resources import AWS_AVAILABLE_CFN_RESOURCES
+from localstack.utils.catalog.catalog import (
+    AwsServicesSupportStatus,
+    CatalogPlugin,
+    CfnResourceSupportStatus,
+)
+from localstack.utils.catalog.common import (
+    AwsServicesSupportInLatest,
+    AwsServiceSupportAtRuntime,
+    CloudFormationResourcesSupportAtRuntime,
+    CloudFormationResourcesSupportInLatest,
+)
+from localstack.utils.catalog.plugins import get_aws_catalog
+
+
+# TODO handle all available resource types
+def _get_service_name(resource_type: str) -> str | None:
+    parts = resource_type.split("::")
+    if len(parts) == 1:
+        return None
+
+    match parts:
+        case _ if "Cognito::IdentityPool" in resource_type:
+            return "cognito-identity"
+        case [*_, "Cognito", "UserPool"]:
+            return "cognito-idp"
+        case [*_, "Cognito", _]:
+            return "cognito-idp"
+        case [*_, "Elasticsearch", _]:
+            return "es"
+        case [*_, "OpenSearchService", _]:
+            return "opensearch"
+        case [*_, "KinesisFirehose", _]:
+            return "firehose"
+        case [*_, "ResourceGroups", _]:
+            return "resource-groups"
+        case [*_, "CertificateManager", _]:
+            return "acm"
+        case _ if "ElasticLoadBalancing::" in resource_type:
+            return "elb"
+        case _ if "ElasticLoadBalancingV2::" in resource_type:
+            return "elbv2"
+        case _ if "ApplicationAutoScaling::" in resource_type:
+            return "application-autoscaling"
+        case _ if "MSK::" in resource_type:
+            return "kafka"
+        case _ if "Timestream::" in resource_type:
+            return "timestream-write"
+        case [_, service, *_]:
+            return service.lower()
+
+
+def _build_resource_failure_message(
+    resource_type: str, status: AwsServicesSupportStatus | CfnResourceSupportStatus
+) -> str:
+    service_name = _get_service_name(resource_type) or "malformed"
+    template = "Sorry, the {resource} resource in the {service} service is not supported."
+    match status:
+        case CloudFormationResourcesSupportAtRuntime.NOT_IMPLEMENTED:
+            template = "Sorry, the {resource} resource (from the {service} service) is not supported by this version of LocalStack, but is available in the latest version."
+        case CloudFormationResourcesSupportInLatest.NOT_SUPPORTED:
+            template = "Sorry, the {resource} resource (from the {service} service) is not currently supported by LocalStack."
+        case AwsServiceSupportAtRuntime.AVAILABLE_WITH_LICENSE_UPGRADE:
+            template = "Sorry, the {service} service (for the {resource} resource) is not included within your LocalStack license, but is available in an upgraded license."
+        case AwsServiceSupportAtRuntime.NOT_IMPLEMENTED:
+            template = "The API for service {service} (for the {resource} resource) is either not included in your current license plan or has not yet been emulated by LocalStack."
+        case AwsServicesSupportInLatest.NOT_SUPPORTED:
+            template = "Sorry, the {service} (for the {resource} resource) service is not currently supported by LocalStack."
+        case AwsServicesSupportInLatest.SUPPORTED_WITH_LICENSE_UPGRADE:
+            template = "Sorry, the {service} service (for the {resource} resource) is not supported by this version of LocalStack, but is available in the latest version if you upgrade to the latest stable version."
+    return template.format(
+        resource=resource_type,
+        service=service_name,
+    )
+
+
+class ChangeSetResourceSupportChecker(ChangeSetModelVisitor):
+    catalog: CatalogPlugin
+
+    TITLE_MESSAGE = "Unsupported resources detected:"
+
+    def __init__(self):
+        self._resource_failure_messages: dict[str, str] = {}
+        self.catalog = get_aws_catalog()
+
+    def visit_node_resource(self, node_resource: NodeResource):
+        resource_type = node_resource.type_.value
+        if resource_type not in self._resource_failure_messages:
+            if resource_type not in AWS_AVAILABLE_CFN_RESOURCES:
+                # Ignore non-AWS resources
+                pass
+            support_status = self._resource_support_status(resource_type)
+            if support_status == CloudFormationResourcesSupportAtRuntime.AVAILABLE:
+                pass
+            else:
+                failure_message = _build_resource_failure_message(resource_type, support_status)
+                self._resource_failure_messages[resource_type] = failure_message
+        super().visit_node_resource(node_resource)
+
+    def _resource_support_status(
+        self, resource_type: str
+    ) -> AwsServicesSupportStatus | CfnResourceSupportStatus:
+        service_name = _get_service_name(resource_type)
+        return self.catalog.get_cloudformation_resource_status(resource_type, service_name, True)
+
+    @property
+    def failure_messages(self) -> list[str]:
+        return list(self._resource_failure_messages.values())
diff --git a/localstack-core/localstack/services/cloudformation/v2/provider.py b/localstack-core/localstack/services/cloudformation/v2/provider.py
index f7a9c6fd82afa..207ad72d2071c 100644
--- a/localstack-core/localstack/services/cloudformation/v2/provider.py
+++ b/localstack-core/localstack/services/cloudformation/v2/provider.py
@@ -103,6 +103,9 @@
 from localstack.services.cloudformation.engine.v2.change_set_model_validator import (
     ChangeSetModelValidator,
 )
+from localstack.services.cloudformation.engine.v2.change_set_resource_support_checker import (
+    ChangeSetResourceSupportChecker,
+)
 from localstack.services.cloudformation.engine.validations import ValidationError
 from localstack.services.cloudformation.provider import (
     ARN_CHANGESET_REGEX,
@@ -423,6 +426,38 @@ def _setup_change_set_model(
                 update_model.node_template.change_type = ChangeType.MODIFIED
         change_set.processed_template = transformed_after_template
 
+        if not config.CFN_IGNORE_UNSUPPORTED_RESOURCE_TYPES:
+            support_visitor = ChangeSetResourceSupportChecker()
+            support_visitor.visit(change_set.update_model.node_template)
+            failure_messages = support_visitor.failure_messages
+            if failure_messages:
+                reason_suffix = ", ".join(failure_messages)
+                status_reason = f"{ChangeSetResourceSupportChecker.TITLE_MESSAGE} {reason_suffix}"
+
+                change_set.status_reason = status_reason
+                change_set.set_change_set_status(ChangeSetStatus.FAILED)
+                failure_transitions = {
+                    ChangeSetType.CREATE: (
+                        StackStatus.ROLLBACK_IN_PROGRESS,
+                        StackStatus.CREATE_FAILED,
+                    ),
+                    ChangeSetType.UPDATE: (
+                        StackStatus.UPDATE_ROLLBACK_IN_PROGRESS,
+                        StackStatus.UPDATE_ROLLBACK_FAILED,
+                    ),
+                    ChangeSetType.IMPORT: (
+                        StackStatus.IMPORT_ROLLBACK_IN_PROGRESS,
+                        StackStatus.IMPORT_ROLLBACK_FAILED,
+                    ),
+                }
+                transitions = failure_transitions.get(change_set.change_set_type)
+                if transitions:
+                    first_status, *remaining_statuses = transitions
+                    change_set.stack.set_stack_status(first_status, status_reason)
+                    for status in remaining_statuses:
+                        change_set.stack.set_stack_status(status)
+                return
+
     @handler("CreateChangeSet", expand=False)
     def create_change_set(
         self, context: RequestContext, request: CreateChangeSetInput
diff --git a/localstack-core/localstack/utils/catalog/catalog.py b/localstack-core/localstack/utils/catalog/catalog.py
index a90fa7fabe0a8..834eabecd48eb 100644
--- a/localstack-core/localstack/utils/catalog/catalog.py
+++ b/localstack-core/localstack/utils/catalog/catalog.py
@@ -1,5 +1,6 @@
 import logging
 from abc import abstractmethod
+from typing import TypeAlias
 
 from plux import Plugin
 
@@ -21,10 +22,10 @@
 ProviderName = str
 CfnResourceName = str
 CfnResourceMethodName = str
-AwsServicesSupportStatus = (
+AwsServicesSupportStatus: TypeAlias = (
     AwsServiceSupportAtRuntime | AwsServicesSupportInLatest | AwsServiceOperationsSupportInLatest
 )
-CfnResourceSupportStatus = (
+CfnResourceSupportStatus: TypeAlias = (
     CloudFormationResourcesSupportInLatest | CloudFormationResourcesSupportAtRuntime
 )
 CfnResourceCatalog = dict[LocalstackEmulatorType, dict[CfnResourceName, set[CfnResourceMethodName]]]
diff --git a/tests/integration/test_catalog.py b/tests/integration/test_catalog.py
new file mode 100644
index 0000000000000..9bcd98c6854bb
--- /dev/null
+++ b/tests/integration/test_catalog.py
@@ -0,0 +1,152 @@
+import textwrap
+
+import pytest
+
+from localstack import config
+from localstack.services.cloudformation.engine.v2 import (
+    change_set_resource_support_checker as support_checker_module,
+)
+from localstack.services.cloudformation.engine.v2.change_set_resource_support_checker import (
+    ChangeSetResourceSupportChecker,
+)
+from localstack.testing.pytest import markers
+from localstack.utils.catalog.catalog import (
+    AwsServicesSupportStatus,
+    CatalogPlugin,
+    CfnResourceSupportStatus,
+)
+from localstack.utils.catalog.common import (
+    AwsServicesSupportInLatest,
+    AwsServiceSupportAtRuntime,
+    CloudFormationResourcesSupportAtRuntime,
+    CloudFormationResourcesSupportInLatest,
+)
+from localstack.utils.strings import short_uid
+from localstack.utils.sync import retry
+
+UNSUPPORTED_RESOURCE_CASES = [
+    (
+        "AWS::TestService::UnsupportedLatest",
+        CloudFormationResourcesSupportInLatest.NOT_SUPPORTED,
+        "testservice",
+    ),
+    (
+        "AWS::RuntimeService::NotImplemented",
+        CloudFormationResourcesSupportAtRuntime.NOT_IMPLEMENTED,
+        "runtimeservice",
+    ),
+    (
+        "AWS::LicenseRuntime::RequiresUpgrade",
+        AwsServiceSupportAtRuntime.AVAILABLE_WITH_LICENSE_UPGRADE,
+        "licenseruntime",
+    ),
+    (
+        "AWS::RuntimeService::Missing",
+        AwsServiceSupportAtRuntime.NOT_IMPLEMENTED,
+        "runtimeservice",
+    ),
+    (
+        "AWS::LatestService::RequiresUpgrade",
+        AwsServicesSupportInLatest.SUPPORTED_WITH_LICENSE_UPGRADE,
+        "latestservice",
+    ),
+    (
+        "AWS::LatestService::NotSupported",
+        AwsServicesSupportInLatest.NOT_SUPPORTED,
+        "latestservice",
+    ),
+]
+
+
+class _TestingCatalogPlugin(CatalogPlugin):
+    name = "testing-catalog"
+
+    def __init__(self):
+        self._unsupported_resources = {
+            resource: status for resource, status, _ in UNSUPPORTED_RESOURCE_CASES
+        }
+
+    def get_aws_service_status(
+        self, service_name: str, operation_name: str | None = None
+    ) -> AwsServicesSupportStatus | None:
+        return AwsServicesSupportInLatest.SUPPORTED
+
+    def get_cloudformation_resource_status(
+        self, resource_name: str, service_name: str, is_pro_resource: bool = False
+    ) -> CfnResourceSupportStatus | AwsServicesSupportInLatest | None:
+        return self._unsupported_resources.get(
+            resource_name, CloudFormationResourcesSupportAtRuntime.AVAILABLE
+        )
+
+
+@pytest.fixture
+def testing_catalog(monkeypatch):
+    plugin = _TestingCatalogPlugin()
+    monkeypatch.setattr(support_checker_module, "get_aws_catalog", lambda: plugin)
+    return plugin
+
+
+@markers.aws.only_localstack
+@pytest.mark.parametrize(
+    "unsupported_resource, expected_service",
+    [(resource, expected_service) for resource, _, expected_service in UNSUPPORTED_RESOURCE_CASES],
+)
+def test_catalog_reports_unsupported_resources_in_stack_status(
+    testing_catalog, aws_client, unsupported_resource, expected_service, monkeypatch, cleanups
+):
+    monkeypatch.setattr(config, "CFN_IGNORE_UNSUPPORTED_RESOURCE_TYPES", False)
+    template_body = textwrap.dedent(
+        f"""
+        AWSTemplateFormatVersion: '2010-09-09'
+        Resources:
+          Unsupported:
+            Type: {unsupported_resource}
+        """
+    )
+
+    stack_name = f"stack-{short_uid()}"
+    change_set_name = f"change-set-{short_uid()}"
+
+    response = aws_client.cloudformation.create_change_set(
+        StackName=stack_name,
+        ChangeSetName=change_set_name,
+        TemplateBody=template_body,
+        Capabilities=["CAPABILITY_AUTO_EXPAND", "CAPABILITY_IAM", "CAPABILITY_NAMED_IAM"],
+        ChangeSetType="CREATE",
+    )
+
+    change_set_id = response["Id"]
+    stack_id = response["StackId"]
+
+    def _describe_failed_change_set():
+        result = aws_client.cloudformation.describe_change_set(ChangeSetName=change_set_id)
+        status = result["Status"]
+        if status == "FAILED":
+            return result
+        if status == "CREATE_COMPLETE":
+            pytest.fail("expected change set creation to fail for unsupported resource")
+        raise Exception("gave up on waiting for change set creation to fail")
+
+    change_set = retry(_describe_failed_change_set, retries=20, sleep=2)
+
+    status_reason = change_set.get("StatusReason", "")
+    assert ChangeSetResourceSupportChecker.TITLE_MESSAGE in status_reason
+    assert unsupported_resource in status_reason
+
+    def _describe_failed_stack():
+        stack = aws_client.cloudformation.describe_stacks(StackName=stack_id)["Stacks"][0]
+        stack_status = stack["StackStatus"]
+        if stack_status in {"CREATE_FAILED", "ROLLBACK_COMPLETE"}:
+            return stack
+        raise Exception("gave on waiting for stack creation to fail for unsupported resource")
+
+    stack_description = retry(_describe_failed_stack, retries=30, sleep=2)
+    stack_status_reason = stack_description.get("StackStatusReason", "")
+    assert ChangeSetResourceSupportChecker.TITLE_MESSAGE in stack_status_reason
+    assert unsupported_resource in stack_status_reason
+    assert expected_service in stack_status_reason.lower()
+
+    cleanups.append(
+        lambda: aws_client.cloudformation.delete_change_set(ChangeSetName=change_set_id)
+    )
+    cleanups.append(lambda: aws_client.cloudformation.delete_stack(StackName=stack_id))

From 310f7d8f18576dcfd4249193b801b238785b06e2 Mon Sep 17 00:00:00 2001
From: Misha Tiurin <650819+tiurin@users.noreply.github.com>
Date: Fri, 5 Dec 2025 10:38:27 +0100
Subject: [PATCH 438/697] SFN:TestState: Add validations for mock fields
 compatibility (#13468)

---
 .../test_state/test_state_analyser.py         | 26 +++++++--
 .../services/stepfunctions/provider.py        | 13 +----
 .../test_state/test_state_mock_validation.py  | 39 +++++++++++++
 .../test_state_mock_validation.snapshot.json  | 48 ++++++++++++---
 ...test_state_mock_validation.validation.json | 58 ++++++++++++-------
 5 files changed, 139 insertions(+), 45 deletions(-)

diff --git a/localstack-core/localstack/services/stepfunctions/asl/static_analyser/test_state/test_state_analyser.py b/localstack-core/localstack/services/stepfunctions/asl/static_analyser/test_state/test_state_analyser.py
index 2e8b4679e3e95..3540a1603652e 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/static_analyser/test_state/test_state_analyser.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/static_analyser/test_state/test_state_analyser.py
@@ -16,6 +16,7 @@
     MockInput,
     MockResponseValidationMode,
     StateName,
+    TestStateInput,
     ValidationException,
 )
 from localstack.services.stepfunctions.asl.antlr.runtime.ASLParser import ASLParser
@@ -84,19 +85,34 @@ def validate_role_arn_required(
             raise ValidationException("RoleArn must be specified when testing a Task state")
 
     @staticmethod
-    def validate_mock(mock_input: MockInput, definition: Definition, state_name: StateName) -> None:
-        test_program, _ = TestStateAmazonStateLanguageParser.parse(definition, state_name)
+    def validate_mock(test_state_input: TestStateInput) -> None:
+        test_program, _ = TestStateAmazonStateLanguageParser.parse(
+            test_state_input.get("definition"), test_state_input.get("stateName")
+        )
         test_state = test_program.test_state
+        mock_input = test_state_input.get("mock")
 
         TestStateStaticAnalyser.validate_test_state_allows_mocking(
             mock_input=mock_input, test_state=test_state
         )
 
-        if mock_input is not None:
-            TestStateStaticAnalyser.validate_mock_result_matches_api_shape(
-                mock_input=mock_input, test_state=test_state
+        if mock_input is None:
+            return
+
+        if test_state_input.get("revealSecrets"):
+            raise ValidationException(
+                "TestState does not support RevealSecrets when a mock is specified."
             )
 
+        if {"result", "errorOutput"} <= mock_input.keys():
+            raise ValidationException(
+                "A test mock should have only one of the following fields: [result, errorOutput]."
+            )
+
+        TestStateStaticAnalyser.validate_mock_result_matches_api_shape(
+            mock_input=mock_input, test_state=test_state
+        )
+
     @staticmethod
     def validate_test_state_allows_mocking(
         mock_input: MockInput, test_state: CommonStateField
diff --git a/localstack-core/localstack/services/stepfunctions/provider.py b/localstack-core/localstack/services/stepfunctions/provider.py
index c0cbe5f88a7de..c941952d5e0c9 100644
--- a/localstack-core/localstack/services/stepfunctions/provider.py
+++ b/localstack-core/localstack/services/stepfunctions/provider.py
@@ -57,7 +57,6 @@
     LongArn,
     MaxConcurrency,
     MissingRequiredParameter,
-    MockInput,
     Name,
     PageSize,
     PageToken,
@@ -243,12 +242,6 @@ def _raise_resource_type_not_in_context(resource_type: str) -> None:
             f"Invalid Arn: 'Resource type not valid in this context: {lower_resource_type}'"
         )
 
-    @staticmethod
-    def _validate_test_state_mock_input(mock_input: MockInput) -> None:
-        if {"result", "errorOutput"} <= mock_input.keys():
-            # FIXME create proper error
-            raise ValidationException("Cannot define both 'result' and 'errorOutput'")
-
     @staticmethod
     def _validate_activity_name(name: str) -> None:
         # The activity name is validated according to the AWS StepFunctions documentation, the name should not contain:
@@ -1515,11 +1508,7 @@ def test_state(
             raise ValidationException("State not found in definition")
 
         mock_input = request.get("mock")
-        TestStateStaticAnalyser.validate_mock(
-            mock_input=mock_input, definition=definition, state_name=state_name
-        )
-        if mock_input is not None:
-            self._validate_test_state_mock_input(mock_input)
+        TestStateStaticAnalyser.validate_mock(test_state_input=request)
 
         if state_configuration := request.get("stateConfiguration"):
             # TODO: Add validations for this i.e assert len(input) <= failureCount
diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py b/tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py
index 582205d328b68..5786882570c23 100644
--- a/tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py
@@ -64,3 +64,42 @@ def test_state_type_requires_mock(
                 inspectionLevel=InspectionLevel.TRACE,
             )
         sfn_snapshot.match("validation_exception", e.value.response)
+
+    @markers.aws.validated
+    def test_both_mock_result_and_mock_error_output_are_set(
+        self,
+        aws_client_no_sync_prefix,
+        sfn_snapshot,
+    ):
+        template = TST.load_sfn_template(TST.BASE_LAMBDA_SERVICE_TASK_STATE)
+        definition = json.dumps(template)
+        mock = {
+            "result": json.dumps({"mock": "response"}),
+            "errorOutput": {"error": "Error", "cause": "Cause"},
+        }
+
+        with pytest.raises(Exception) as e:
+            aws_client_no_sync_prefix.stepfunctions.test_state(
+                definition=definition,
+                inspectionLevel=InspectionLevel.TRACE,
+                mock=mock,
+            )
+        sfn_snapshot.match("validation_exception", e.value.response)
+
+    @markers.aws.validated
+    def test_reveal_secrets_is_true_and_mock_result_is_set(
+        self,
+        aws_client_no_sync_prefix,
+        sfn_snapshot,
+    ):
+        template = TST.load_sfn_template(TST.BASE_LAMBDA_SERVICE_TASK_STATE)
+        definition = json.dumps(template)
+        mock = {"result": json.dumps({"mock": "response"})}
+        with pytest.raises(Exception) as e:
+            aws_client_no_sync_prefix.stepfunctions.test_state(
+                definition=definition,
+                inspectionLevel=InspectionLevel.TRACE,
+                mock=mock,
+                revealSecrets=True,
+            )
+        sfn_snapshot.match("validation_exception", e.value.response)
diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.snapshot.json b/tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.snapshot.json
index 5745e63b3e4b5..6d8f85ae98185 100644
--- a/tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.snapshot.json
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.snapshot.json
@@ -1,6 +1,6 @@
 {
   "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_state_type_does_not_accept_mock[mock_result-PassState]": {
-    "recorded-date": "03-12-2025, 16:48:23",
+    "recorded-date": "04-12-2025, 20:55:08",
     "recorded-content": {
       "validation_exception": {
         "Error": {
@@ -16,7 +16,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_state_type_does_not_accept_mock[mock_result-FailState]": {
-    "recorded-date": "03-12-2025, 16:48:23",
+    "recorded-date": "04-12-2025, 20:55:09",
     "recorded-content": {
       "validation_exception": {
         "Error": {
@@ -32,7 +32,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_state_type_does_not_accept_mock[mock_result-SucceedState]": {
-    "recorded-date": "03-12-2025, 16:48:23",
+    "recorded-date": "04-12-2025, 20:55:09",
     "recorded-content": {
       "validation_exception": {
         "Error": {
@@ -48,7 +48,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_state_type_does_not_accept_mock[mock_error_output-PassState]": {
-    "recorded-date": "03-12-2025, 16:48:23",
+    "recorded-date": "04-12-2025, 20:55:09",
     "recorded-content": {
       "validation_exception": {
         "Error": {
@@ -64,7 +64,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_state_type_does_not_accept_mock[mock_error_output-FailState]": {
-    "recorded-date": "03-12-2025, 16:48:23",
+    "recorded-date": "04-12-2025, 20:55:09",
     "recorded-content": {
       "validation_exception": {
         "Error": {
@@ -80,7 +80,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_state_type_does_not_accept_mock[mock_error_output-SucceedState]": {
-    "recorded-date": "03-12-2025, 16:48:24",
+    "recorded-date": "04-12-2025, 20:55:09",
     "recorded-content": {
       "validation_exception": {
         "Error": {
@@ -96,7 +96,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_state_type_requires_mock[MapState]": {
-    "recorded-date": "03-12-2025, 16:48:24",
+    "recorded-date": "04-12-2025, 20:55:10",
     "recorded-content": {
       "validation_exception": {
         "Error": {
@@ -112,7 +112,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_state_type_requires_mock[MapTaskState]": {
-    "recorded-date": "03-12-2025, 16:48:24",
+    "recorded-date": "04-12-2025, 20:55:10",
     "recorded-content": {
       "validation_exception": {
         "Error": {
@@ -126,5 +126,37 @@
         }
       }
     }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_both_mock_result_and_mock_error_output_are_set": {
+    "recorded-date": "04-12-2025, 20:55:10",
+    "recorded-content": {
+      "validation_exception": {
+        "Error": {
+          "Code": "ValidationException",
+          "Message": "A test mock should have only one of the following fields: [result, errorOutput]."
+        },
+        "message": "A test mock should have only one of the following fields: [result, errorOutput].",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_reveal_secrets_is_true_and_mock_result_is_set": {
+    "recorded-date": "04-12-2025, 20:55:10",
+    "recorded-content": {
+      "validation_exception": {
+        "Error": {
+          "Code": "ValidationException",
+          "Message": "TestState does not support RevealSecrets when a mock is specified."
+        },
+        "message": "TestState does not support RevealSecrets when a mock is specified.",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.validation.json b/tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.validation.json
index e64dceab4365b..ec3061e8cc8dd 100644
--- a/tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.validation.json
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.validation.json
@@ -1,15 +1,33 @@
 {
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_both_mock_result_and_mock_error_output_are_set": {
+    "last_validated_date": "2025-12-04T20:55:10+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.19,
+      "teardown": 0.0,
+      "total": 0.19
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_reveal_secrets_is_true_and_mock_result_is_set": {
+    "last_validated_date": "2025-12-04T20:55:10+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.18,
+      "teardown": 0.0,
+      "total": 0.18
+    }
+  },
   "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_state_type_does_not_accept_mock[mock_error_output-FailState]": {
-    "last_validated_date": "2025-12-03T16:48:23+00:00",
+    "last_validated_date": "2025-12-04T20:55:09+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 0.22,
+      "call": 0.19,
       "teardown": 0.0,
-      "total": 0.22
+      "total": 0.19
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_state_type_does_not_accept_mock[mock_error_output-PassState]": {
-    "last_validated_date": "2025-12-03T16:48:23+00:00",
+    "last_validated_date": "2025-12-04T20:55:09+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
       "call": 0.2,
@@ -18,43 +36,43 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_state_type_does_not_accept_mock[mock_error_output-SucceedState]": {
-    "last_validated_date": "2025-12-03T16:48:24+00:00",
+    "last_validated_date": "2025-12-04T20:55:09+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 0.21,
+      "call": 0.19,
       "teardown": 0.0,
-      "total": 0.21
+      "total": 0.19
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_state_type_does_not_accept_mock[mock_result-FailState]": {
-    "last_validated_date": "2025-12-03T16:48:23+00:00",
+    "last_validated_date": "2025-12-04T20:55:09+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 0.23,
+      "call": 0.2,
       "teardown": 0.0,
-      "total": 0.23
+      "total": 0.2
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_state_type_does_not_accept_mock[mock_result-PassState]": {
-    "last_validated_date": "2025-12-03T16:48:23+00:00",
+    "last_validated_date": "2025-12-04T20:55:08+00:00",
     "durations_in_seconds": {
       "setup": 0.54,
-      "call": 0.67,
+      "call": 0.64,
       "teardown": 0.0,
-      "total": 1.21
+      "total": 1.18
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_state_type_does_not_accept_mock[mock_result-SucceedState]": {
-    "last_validated_date": "2025-12-03T16:48:23+00:00",
+    "last_validated_date": "2025-12-04T20:55:09+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 0.22,
+      "call": 0.21,
       "teardown": 0.0,
-      "total": 0.22
+      "total": 0.21
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_state_type_requires_mock[MapState]": {
-    "last_validated_date": "2025-12-03T16:48:24+00:00",
+    "last_validated_date": "2025-12-04T20:55:10+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
       "call": 0.19,
@@ -63,12 +81,12 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_state_type_requires_mock[MapTaskState]": {
-    "last_validated_date": "2025-12-03T16:48:24+00:00",
+    "last_validated_date": "2025-12-04T20:55:10+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 0.57,
+      "call": 0.2,
       "teardown": 0.0,
-      "total": 0.57
+      "total": 0.2
     }
   }
 }

From f7abe950831ac9395de93525d8aa7e060ec9c360 Mon Sep 17 00:00:00 2001
From: Giovanni Grano <me@giograno.com>
Date: Fri, 5 Dec 2025 16:33:04 +0100
Subject: [PATCH 439/697] Fix use of json module as type hint (#13372)

---
 .../services/stepfunctions/backend/execution.py          | 9 ++++-----
 1 file changed, 4 insertions(+), 5 deletions(-)

diff --git a/localstack-core/localstack/services/stepfunctions/backend/execution.py b/localstack-core/localstack/services/stepfunctions/backend/execution.py
index a49e6368ccba0..5440afa0a8ea9 100644
--- a/localstack-core/localstack/services/stepfunctions/backend/execution.py
+++ b/localstack-core/localstack/services/stepfunctions/backend/execution.py
@@ -1,9 +1,8 @@
 from __future__ import annotations
 
 import datetime
-import json
 import logging
-from typing import Final
+from typing import Any, Final
 
 from localstack.aws.api.events import PutEventsRequestEntry
 from localstack.aws.api.stepfunctions import (
@@ -111,7 +110,7 @@ class Execution:
     local_mock_test_case: Final[LocalMockTestCase | None]
 
     start_date: Final[Timestamp]
-    input_data: Final[json | None]
+    input_data: Final[dict[str, Any] | None]
     input_details: Final[CloudWatchEventsExecutionDataDetails | None]
     trace_header: Final[TraceHeader | None]
     _cloud_watch_logging_session: Final[CloudWatchLoggingSession | None]
@@ -119,7 +118,7 @@ class Execution:
     exec_status: ExecutionStatus | None
     stop_date: Timestamp | None
 
-    output: json | None
+    output: dict[str, Any] | None
     output_details: CloudWatchEventsExecutionDataDetails | None
 
     error: SensitiveError | None
@@ -141,7 +140,7 @@ def __init__(
         start_date: Timestamp,
         cloud_watch_logging_session: CloudWatchLoggingSession | None,
         activity_store: dict[Arn, Activity],
-        input_data: json | None = None,
+        input_data: dict[str, Any] | None = None,
         trace_header: TraceHeader | None = None,
         state_machine_alias_arn: Arn | None = None,
         local_mock_test_case: LocalMockTestCase | None = None,

From 9a9336f9edb920e9e8476f05927e52d359ff1010 Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Fri, 5 Dec 2025 16:29:25 +0000
Subject: [PATCH 440/697] Expand on the typing for volume types to support
 Kubernetes (#13467)

---
 localstack-core/localstack/utils/bootstrap.py |  4 +--
 .../utils/container_utils/container_client.py | 35 ++++++++++++-------
 .../container_utils/docker_cmd_client.py      | 12 +++----
 3 files changed, 30 insertions(+), 21 deletions(-)

diff --git a/localstack-core/localstack/utils/bootstrap.py b/localstack-core/localstack/utils/bootstrap.py
index cf47cdcbb7f06..838126ec81bd5 100644
--- a/localstack-core/localstack/utils/bootstrap.py
+++ b/localstack-core/localstack/utils/bootstrap.py
@@ -34,8 +34,8 @@
     NoSuchImage,
     NoSuchNetwork,
     PortMappings,
-    VolumeDirMount,
     VolumeMappings,
+    VolumeMappingSpecification,
 )
 from localstack.utils.container_utils.docker_cmd_client import CmdDockerClient
 from localstack.utils.docker_utils import DOCKER_CLIENT
@@ -666,7 +666,7 @@ def _cfg(cfg: ContainerConfiguration):
         return _cfg
 
     @staticmethod
-    def volume(volume: BindMount | VolumeDirMount):
+    def volume(volume: VolumeMappingSpecification):
         def _cfg(cfg: ContainerConfiguration):
             cfg.volumes.add(volume)
 
diff --git a/localstack-core/localstack/utils/container_utils/container_client.py b/localstack-core/localstack/utils/container_utils/container_client.py
index 3afd52782c09d..c8475ad11163a 100644
--- a/localstack-core/localstack/utils/container_utils/container_client.py
+++ b/localstack-core/localstack/utils/container_utils/container_client.py
@@ -15,6 +15,7 @@
     Literal,
     NamedTuple,
     Protocol,
+    TypeAlias,
     TypedDict,
 )
 
@@ -357,7 +358,13 @@ def __repr__(self):
 
 
 @dataclasses.dataclass
-class BindMount:
+class Mount:
+    def to_str(self) -> str:
+        return str(self)
+
+
+@dataclasses.dataclass
+class BindMount(Mount):
     """Represents a --volume argument run/create command. When using VolumeBind to bind-mount a file or directory
     that does not yet exist on the Docker host, -v creates the endpoint for you. It is always created as a directory.
     """
@@ -402,7 +409,7 @@ def parse(cls, param: str) -> "BindMount":
 
 
 @dataclasses.dataclass
-class VolumeDirMount:
+class VolumeDirMount(Mount):
     volume_path: str
     """
     Absolute path inside /var/lib/localstack to mount into the container
@@ -439,24 +446,25 @@ def to_docker_sdk_parameters(self) -> tuple[str, dict[str, str]]:
         }
 
 
+VolumeMappingSpecification: TypeAlias = SimpleVolumeBind | Mount
+
+
 class VolumeMappings:
-    mappings: list[SimpleVolumeBind | BindMount]
+    mappings: list[VolumeMappingSpecification]
 
-    def __init__(self, mappings: list[SimpleVolumeBind | BindMount | VolumeDirMount] = None):
+    def __init__(
+        self,
+        mappings: list[VolumeMappingSpecification] = None,
+    ):
         self.mappings = mappings if mappings is not None else []
 
-    def add(self, mapping: SimpleVolumeBind | BindMount | VolumeDirMount):
+    def add(self, mapping: VolumeMappingSpecification):
         self.append(mapping)
 
-    def append(
-        self,
-        mapping: SimpleVolumeBind | BindMount | VolumeDirMount,
-    ):
+    def append(self, mapping: VolumeMappingSpecification):
         self.mappings.append(mapping)
 
-    def find_target_mapping(
-        self, container_dir: str
-    ) -> SimpleVolumeBind | BindMount | VolumeDirMount | None:
+    def find_target_mapping(self, container_dir: str) -> VolumeMappingSpecification | None:
         """
         Looks through the volumes and returns the one where the container dir matches ``container_dir``.
         Returns None if there is no volume mapping to the given container directory.
@@ -1510,7 +1518,8 @@ def convert_mount_list_to_dict(
     ) -> dict[str, dict[str, str]]:
         """Converts a List of (host_path, container_path) tuples to a Dict suitable as volume argument for docker sdk"""
 
-        def _map_to_dict(paths: SimpleVolumeBind | BindMount | VolumeDirMount):
+        def _map_to_dict(paths: VolumeMappingSpecification):
+            # TODO: move this logic to the `Mount` base class
             if isinstance(paths, (BindMount, VolumeDirMount)):
                 return paths.to_docker_sdk_parameters()
             else:
diff --git a/localstack-core/localstack/utils/container_utils/docker_cmd_client.py b/localstack-core/localstack/utils/container_utils/docker_cmd_client.py
index bb0a4a1962514..ac8a460a55ec1 100644
--- a/localstack-core/localstack/utils/container_utils/docker_cmd_client.py
+++ b/localstack-core/localstack/utils/container_utils/docker_cmd_client.py
@@ -12,7 +12,6 @@
 from localstack.utils.collections import ensure_list
 from localstack.utils.container_utils.container_client import (
     AccessDenied,
-    BindMount,
     CancellableStream,
     ContainerClient,
     ContainerException,
@@ -21,16 +20,16 @@
     DockerNotAvailable,
     DockerPlatform,
     LogConfig,
+    Mount,
     NoSuchContainer,
     NoSuchImage,
     NoSuchNetwork,
     NoSuchObject,
     PortMappings,
     RegistryConnectionError,
-    SimpleVolumeBind,
     Ulimit,
     Util,
-    VolumeDirMount,
+    VolumeMappingSpecification,
 )
 from localstack.utils.run import run
 from localstack.utils.strings import first_char_to_upper, to_str
@@ -810,7 +809,7 @@ def _build_run_create_cmd(
         tty: bool = False,
         detach: bool = False,
         command: list[str] | str | None = None,
-        volumes: list[SimpleVolumeBind] | None = None,
+        volumes: list[VolumeMappingSpecification] | None = None,
         ports: PortMappings | None = None,
         exposed_ports: list[str] | None = None,
         env_vars: dict[str, str] | None = None,
@@ -900,7 +899,7 @@ def _build_run_create_cmd(
         return cmd, env_file
 
     @staticmethod
-    def _map_to_volume_param(volume: SimpleVolumeBind | BindMount | VolumeDirMount) -> str:
+    def _map_to_volume_param(volume: VolumeMappingSpecification) -> str:
         """
         Maps the mount volume, to a parameter for the -v docker cli argument.
 
@@ -911,7 +910,8 @@ def _map_to_volume_param(volume: SimpleVolumeBind | BindMount | VolumeDirMount)
         :param volume: Either a SimpleVolumeBind, in essence a tuple (host_dir, container_dir), or a VolumeBind object
         :return: String which is passable as parameter to the docker cli -v option
         """
-        if isinstance(volume, (BindMount, VolumeDirMount)):
+        # TODO: move this logic to the VolumeMappingSpecification type
+        if isinstance(volume, Mount):
             return volume.to_str()
         else:
             return f"{volume[0]}:{volume[1]}"

From 71b218a3d5b26b6bc0c06cdec0b74607f3c96ba9 Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Sat, 6 Dec 2025 13:32:29 +0000
Subject: [PATCH 441/697] CFn: handle updates with empty resource properties
 (#13471)

---
 .../engine/v2/change_set_model.py             |   9 ++
 .../cloudformation/test_change_sets.py        |  58 ++++++++++
 .../test_change_sets.snapshot.json            | 109 ++++++++++++++++++
 .../test_change_sets.validation.json          |   9 ++
 tests/aws/templates/sqs_queue_update_1.yaml   |  11 ++
 tests/aws/templates/sqs_queue_update_2.yaml   |  16 +++
 6 files changed, 212 insertions(+)
 create mode 100644 tests/aws/templates/sqs_queue_update_1.yaml
 create mode 100644 tests/aws/templates/sqs_queue_update_2.yaml

diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py
index 35467cc9ed5b5..f9809d2dbcabb 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py
@@ -1169,6 +1169,15 @@ def _visit_resource(
                 fn_transform,
             ],
         )
+
+        # special case of where either the before or after state does not specify properties but
+        # the resource was in the previous template
+        if (
+            terminal_value_type.change_type == ChangeType.UNCHANGED
+            and properties.change_type != ChangeType.UNCHANGED
+        ):
+            change_type = ChangeType.MODIFIED
+
         requires_replacement = self._resolve_requires_replacement(
             node_properties=properties, resource_type=terminal_value_type
         )
diff --git a/tests/aws/services/cloudformation/test_change_sets.py b/tests/aws/services/cloudformation/test_change_sets.py
index 81df75f995049..b49ebd6b4c68b 100644
--- a/tests/aws/services/cloudformation/test_change_sets.py
+++ b/tests/aws/services/cloudformation/test_change_sets.py
@@ -1,5 +1,6 @@
 import copy
 import json
+import os
 
 import pytest
 from botocore.exceptions import WaiterError
@@ -780,6 +781,63 @@ def test_single_resource_static_update(
         parameter = aws_client.ssm.get_parameter(Name=parameter_name)["Parameter"]
         snapshot.match("parameter-2", parameter)
 
+    @markers.aws.validated
+    @markers.snapshot.skip_snapshot_verify(
+        paths=[
+            "$..PhysicalResourceId",
+            # TODO: parity in the resource provider
+            "$..Attributes.MaximumMessageSize",
+            "$..Attributes.MessageRetentionPeriod",
+            "$..Attributes.ReceiveMessageWaitTimeSeconds",
+        ]
+    )
+    def test_queue_update(
+        self, aws_client, deploy_cfn_template, capture_per_resource_events, snapshot
+    ):
+        """
+        A test where one of the templates creates a resource without any specified properties. We
+        make sure the second operation on that resource is an UPDATE not CREATE.
+        """
+        snapshot.add_transformer(snapshot.transform.cloudformation_api())
+
+        template1 = os.path.join(
+            os.path.dirname(__file__), "../../templates/sqs_queue_update_1.yaml"
+        )
+        template2 = os.path.join(
+            os.path.dirname(__file__), "../../templates/sqs_queue_update_2.yaml"
+        )
+
+        # Deploy order:
+        # - 1
+        # - 2
+        # - 1
+
+        stack = deploy_cfn_template(template_path=template1)
+        outputs = stack.outputs
+
+        queue_url = outputs["QueueUrl"]
+
+        queue_attributes = aws_client.sqs.get_queue_attributes(
+            QueueUrl=queue_url, AttributeNames=["All"]
+        )
+        snapshot.match("queue-attributes-1", queue_attributes)
+
+        deploy_cfn_template(template_path=template2, is_update=True, stack_name=stack.stack_id)
+        queue_attributes = aws_client.sqs.get_queue_attributes(
+            QueueUrl=queue_url, AttributeNames=["All"]
+        )
+        snapshot.match("queue-attributes-2", queue_attributes)
+
+        deploy_cfn_template(template_path=template1, is_update=True, stack_name=stack.stack_id)
+        queue_attributes = aws_client.sqs.get_queue_attributes(
+            QueueUrl=queue_url, AttributeNames=["All"]
+        )
+        snapshot.match("queue-attributes-3", queue_attributes)
+
+        per_resource_events = capture_per_resource_events(stack.stack_id)
+
+        snapshot.match("events", per_resource_events["StandardQueue"])
+
 
 @skip_if_legacy_engine()
 @markers.aws.validated
diff --git a/tests/aws/services/cloudformation/test_change_sets.snapshot.json b/tests/aws/services/cloudformation/test_change_sets.snapshot.json
index 308f620d46395..0744e8ff4496b 100644
--- a/tests/aws/services/cloudformation/test_change_sets.snapshot.json
+++ b/tests/aws/services/cloudformation/test_change_sets.snapshot.json
@@ -5950,5 +5950,114 @@
         }
       }
     }
+  },
+  "tests/aws/services/cloudformation/test_change_sets.py::TestCaptureUpdateProcess::test_queue_update": {
+    "recorded-date": "05-12-2025, 10:45:20",
+    "recorded-content": {
+      "queue-attributes-1": {
+        "Attributes": {
+          "ApproximateNumberOfMessages": "0",
+          "ApproximateNumberOfMessagesDelayed": "0",
+          "ApproximateNumberOfMessagesNotVisible": "0",
+          "CreatedTimestamp": "timestamp",
+          "DelaySeconds": "0",
+          "LastModifiedTimestamp": "timestamp",
+          "MaximumMessageSize": "1048576",
+          "MessageRetentionPeriod": "345600",
+          "QueueArn": "arn:<partition>:sqs:<region>:111111111111:<resource:1>",
+          "ReceiveMessageWaitTimeSeconds": "0",
+          "SqsManagedSseEnabled": "true",
+          "VisibilityTimeout": "30"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "queue-attributes-2": {
+        "Attributes": {
+          "ApproximateNumberOfMessages": "0",
+          "ApproximateNumberOfMessagesDelayed": "0",
+          "ApproximateNumberOfMessagesNotVisible": "0",
+          "CreatedTimestamp": "timestamp",
+          "DelaySeconds": "0",
+          "LastModifiedTimestamp": "timestamp",
+          "MaximumMessageSize": "4321",
+          "MessageRetentionPeriod": "17539",
+          "QueueArn": "arn:<partition>:sqs:<region>:111111111111:<resource:1>",
+          "ReceiveMessageWaitTimeSeconds": "17",
+          "SqsManagedSseEnabled": "true",
+          "VisibilityTimeout": "30"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "queue-attributes-3": {
+        "Attributes": {
+          "ApproximateNumberOfMessages": "0",
+          "ApproximateNumberOfMessagesDelayed": "0",
+          "ApproximateNumberOfMessagesNotVisible": "0",
+          "CreatedTimestamp": "timestamp",
+          "DelaySeconds": "0",
+          "LastModifiedTimestamp": "timestamp",
+          "MaximumMessageSize": "262144",
+          "MessageRetentionPeriod": "345600",
+          "QueueArn": "arn:<partition>:sqs:<region>:111111111111:<resource:1>",
+          "ReceiveMessageWaitTimeSeconds": "0",
+          "SqsManagedSseEnabled": "true",
+          "VisibilityTimeout": "30"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "events": [
+        {
+          "PhysicalResourceId": "https://sqs.<region>.amazonaws.com/111111111111/<resource:1>",
+          "LogicalResourceId": "StandardQueue",
+          "ResourceType": "AWS::SQS::Queue",
+          "ResourceStatus": "CREATE_IN_PROGRESS",
+          "Timestamp": "timestamp"
+        },
+        {
+          "PhysicalResourceId": "https://sqs.<region>.amazonaws.com/111111111111/<resource:1>",
+          "LogicalResourceId": "StandardQueue",
+          "ResourceType": "AWS::SQS::Queue",
+          "ResourceStatus": "CREATE_COMPLETE",
+          "Timestamp": "timestamp"
+        },
+        {
+          "PhysicalResourceId": "https://sqs.<region>.amazonaws.com/111111111111/<resource:1>",
+          "LogicalResourceId": "StandardQueue",
+          "ResourceType": "AWS::SQS::Queue",
+          "ResourceStatus": "UPDATE_IN_PROGRESS",
+          "Timestamp": "timestamp"
+        },
+        {
+          "PhysicalResourceId": "https://sqs.<region>.amazonaws.com/111111111111/<resource:1>",
+          "LogicalResourceId": "StandardQueue",
+          "ResourceType": "AWS::SQS::Queue",
+          "ResourceStatus": "UPDATE_COMPLETE",
+          "Timestamp": "timestamp"
+        },
+        {
+          "PhysicalResourceId": "https://sqs.<region>.amazonaws.com/111111111111/<resource:1>",
+          "LogicalResourceId": "StandardQueue",
+          "ResourceType": "AWS::SQS::Queue",
+          "ResourceStatus": "UPDATE_IN_PROGRESS",
+          "Timestamp": "timestamp"
+        },
+        {
+          "PhysicalResourceId": "https://sqs.<region>.amazonaws.com/111111111111/<resource:1>",
+          "LogicalResourceId": "StandardQueue",
+          "ResourceType": "AWS::SQS::Queue",
+          "ResourceStatus": "UPDATE_COMPLETE",
+          "Timestamp": "timestamp"
+        }
+      ]
+    }
   }
 }
diff --git a/tests/aws/services/cloudformation/test_change_sets.validation.json b/tests/aws/services/cloudformation/test_change_sets.validation.json
index 5f4ecab525235..fe51926659666 100644
--- a/tests/aws/services/cloudformation/test_change_sets.validation.json
+++ b/tests/aws/services/cloudformation/test_change_sets.validation.json
@@ -89,6 +89,15 @@
       "total": 125.07
     }
   },
+  "tests/aws/services/cloudformation/test_change_sets.py::TestCaptureUpdateProcess::test_queue_update": {
+    "last_validated_date": "2025-12-05T10:45:54+00:00",
+    "durations_in_seconds": {
+      "setup": 0.96,
+      "call": 123.03,
+      "teardown": 33.91,
+      "total": 157.9
+    }
+  },
   "tests/aws/services/cloudformation/test_change_sets.py::TestCaptureUpdateProcess::test_single_resource_static_update": {
     "last_validated_date": "2025-08-05T14:26:48+00:00",
     "durations_in_seconds": {
diff --git a/tests/aws/templates/sqs_queue_update_1.yaml b/tests/aws/templates/sqs_queue_update_1.yaml
new file mode 100644
index 0000000000000..63c8f35db036a
--- /dev/null
+++ b/tests/aws/templates/sqs_queue_update_1.yaml
@@ -0,0 +1,11 @@
+Resources:
+  StandardQueue:
+    Type: 'AWS::SQS::Queue'
+
+Outputs:
+  QueueUrl:
+    Description: 'URL of the SQS Standard Queue'
+    Value: !Ref StandardQueue
+  QueueArn:
+    Description: 'ARN of the SQS Standard Queue'
+    Value: !GetAtt StandardQueue.Arn
\ No newline at end of file
diff --git a/tests/aws/templates/sqs_queue_update_2.yaml b/tests/aws/templates/sqs_queue_update_2.yaml
new file mode 100644
index 0000000000000..be3c3b69929f4
--- /dev/null
+++ b/tests/aws/templates/sqs_queue_update_2.yaml
@@ -0,0 +1,16 @@
+Resources:
+  StandardQueue:
+    Type: 'AWS::SQS::Queue'
+    Properties:
+      VisibilityTimeout: 30
+      MaximumMessageSize: 4321
+      MessageRetentionPeriod: 17539
+      ReceiveMessageWaitTimeSeconds: 17
+
+Outputs:
+  QueueUrl:
+    Description: 'URL of the SQS Standard Queue'
+    Value: !Ref StandardQueue
+  QueueArn:
+    Description: 'ARN of the SQS Standard Queue'
+    Value: !GetAtt StandardQueue.Arn
\ No newline at end of file

From af874191510e27fdfdb443273a29cf1de6e48563 Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Mon, 8 Dec 2025 06:41:07 -0800
Subject: [PATCH 442/697] Update ASF APIs (#13478)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
Co-authored-by: Benjamin Simon <benjh.simon@gmail.com>
---
 .../localstack/aws/api/iam/__init__.py        |   1 +
 .../localstack/aws/api/lambda_/__init__.py    | 615 ++++++++++++++++++
 .../localstack/aws/api/logs/__init__.py       | 188 ++++++
 .../localstack/aws/api/opensearch/__init__.py |   6 +
 .../localstack/aws/api/s3/__init__.py         |   2 +
 .../localstack/aws/api/s3control/__init__.py  |  19 +
 .../localstack/services/lambda_/provider.py   |   2 +
 pyproject.toml                                |   6 +-
 requirements-base-runtime.txt                 |   4 +-
 requirements-dev.txt                          |   6 +-
 requirements-runtime.txt                      |   6 +-
 requirements-test.txt                         |   6 +-
 requirements-typehint.txt                     |   6 +-
 13 files changed, 850 insertions(+), 17 deletions(-)

diff --git a/localstack-core/localstack/aws/api/iam/__init__.py b/localstack-core/localstack/aws/api/iam/__init__.py
index 748f9779999e4..cb76197128008 100644
--- a/localstack-core/localstack/aws/api/iam/__init__.py
+++ b/localstack-core/localstack/aws/api/iam/__init__.py
@@ -969,6 +969,7 @@ class DelegationRequest(TypedDict, total=False):
     OwnerId: ownerIdType | None
     ApproverId: arnType | None
     State: stateType | None
+    ExpirationTime: dateType | None
     RequestorId: accountIdType | None
     RequestorName: requestorNameType | None
     CreateDate: dateType | None
diff --git a/localstack-core/localstack/aws/api/lambda_/__init__.py b/localstack-core/localstack/aws/api/lambda_/__init__.py
index 9fd3e1fecff2c..c3171863977d2 100644
--- a/localstack-core/localstack/aws/api/lambda_/__init__.py
+++ b/localstack-core/localstack/aws/api/lambda_/__init__.py
@@ -10,26 +10,38 @@
 Alias = str
 AllowCredentials = bool
 Arn = str
+AttemptCount = int
 BatchSize = int
 BisectBatchOnFunctionError = bool
 Boolean = bool
+CallbackId = str
 CapacityProviderArn = str
 CapacityProviderMaxVCpuCount = int
 CapacityProviderName = str
+CheckpointToken = str
+ClientToken = str
 CodeSigningConfigArn = str
 CodeSigningConfigId = str
 CollectionName = str
 DatabaseName = str
 Description = str
 DestinationArn = str
+DurableExecutionArn = str
+DurableExecutionName = str
+DurationSeconds = int
 Enabled = bool
 Endpoint = str
 EnvironmentVariableName = str
 EnvironmentVariableValue = str
 EphemeralStorageSize = int
+ErrorData = str
+ErrorMessage = str
+ErrorType = str
+EventId = int
 EventSourceMappingArn = str
 EventSourceToken = str
 ExecutionEnvironmentMemoryGiBPerVCpu = float
+ExecutionTimeout = int
 FileSystemArn = str
 FilterCriteriaErrorCode = str
 FilterCriteriaErrorMessage = str
@@ -41,9 +53,12 @@
 Handler = str
 Header = str
 HttpStatus = int
+IncludeExecutionData = bool
+InputPayload = str
 InstanceType = str
 Integer = int
 InvokedViaFunctionUrl = bool
+ItemCount = int
 KMSKeyArn = str
 KMSKeyArnNonEmpty = str
 LastUpdateStatusReason = str
@@ -80,8 +95,13 @@
 NonNegativeInteger = int
 NullableBoolean = bool
 NumericLatestPublishedOrAliasQualifier = str
+OperationId = str
+OperationName = str
+OperationPayload = str
+OperationSubType = str
 OrganizationId = str
 Origin = str
+OutputPayload = str
 ParallelizationFactor = int
 Pattern = str
 PerExecutionEnvironmentMaxConcurrency = int
@@ -92,8 +112,11 @@
 PublishedFunctionQualifier = str
 Qualifier = str
 Queue = str
+ReplayChildren = bool
 ReservedConcurrentExecutions = int
 ResourceArn = str
+RetentionPeriodInDays = int
+ReverseOrder = bool
 RoleArn = str
 RuntimeVersionArn = str
 S3Bucket = str
@@ -103,8 +126,10 @@
 SecurityGroupId = str
 SensitiveString = str
 SourceOwner = str
+StackTraceEntry = str
 StateReason = str
 StatementId = str
+StepOptionsNextAttemptDelaySecondsInteger = int
 String = str
 SubnetId = str
 TagKey = str
@@ -116,6 +141,7 @@
 Timeout = int
 Timestamp = str
 Topic = str
+Truncated = bool
 TumblingWindowInSeconds = int
 URI = str
 UnqualifiedFunctionName = str
@@ -123,8 +149,10 @@
 Version = str
 VersionWithLatestPublished = str
 VpcId = str
+WaitOptionsWaitSecondsInteger = int
 Weight = float
 WorkingDirectory = str
+XAmznTraceId = str
 
 
 class ApplicationLogLevel(StrEnum):
@@ -176,6 +204,41 @@ class EventSourcePosition(StrEnum):
     AT_TIMESTAMP = "AT_TIMESTAMP"
 
 
+class EventType(StrEnum):
+    ExecutionStarted = "ExecutionStarted"
+    ExecutionSucceeded = "ExecutionSucceeded"
+    ExecutionFailed = "ExecutionFailed"
+    ExecutionTimedOut = "ExecutionTimedOut"
+    ExecutionStopped = "ExecutionStopped"
+    ContextStarted = "ContextStarted"
+    ContextSucceeded = "ContextSucceeded"
+    ContextFailed = "ContextFailed"
+    WaitStarted = "WaitStarted"
+    WaitSucceeded = "WaitSucceeded"
+    WaitCancelled = "WaitCancelled"
+    StepStarted = "StepStarted"
+    StepSucceeded = "StepSucceeded"
+    StepFailed = "StepFailed"
+    ChainedInvokeStarted = "ChainedInvokeStarted"
+    ChainedInvokeSucceeded = "ChainedInvokeSucceeded"
+    ChainedInvokeFailed = "ChainedInvokeFailed"
+    ChainedInvokeTimedOut = "ChainedInvokeTimedOut"
+    ChainedInvokeStopped = "ChainedInvokeStopped"
+    CallbackStarted = "CallbackStarted"
+    CallbackSucceeded = "CallbackSucceeded"
+    CallbackFailed = "CallbackFailed"
+    CallbackTimedOut = "CallbackTimedOut"
+    InvocationCompleted = "InvocationCompleted"
+
+
+class ExecutionStatus(StrEnum):
+    RUNNING = "RUNNING"
+    SUCCEEDED = "SUCCEEDED"
+    FAILED = "FAILED"
+    TIMED_OUT = "TIMED_OUT"
+    STOPPED = "STOPPED"
+
+
 class FullDocument(StrEnum):
     UpdateLookup = "UpdateLookup"
     Default = "Default"
@@ -260,6 +323,7 @@ class LastUpdateStatusReasonCode(StrEnum):
     FunctionError_PermissionDenied = "FunctionError.PermissionDenied"
     FunctionError_TooManyExtensions = "FunctionError.TooManyExtensions"
     FunctionError_InitResourceExhausted = "FunctionError.InitResourceExhausted"
+    DisallowedByVpcEncryptionControl = "DisallowedByVpcEncryptionControl"
 
 
 class LogFormat(StrEnum):
@@ -272,6 +336,34 @@ class LogType(StrEnum):
     Tail = "Tail"
 
 
+class OperationAction(StrEnum):
+    START = "START"
+    SUCCEED = "SUCCEED"
+    FAIL = "FAIL"
+    RETRY = "RETRY"
+    CANCEL = "CANCEL"
+
+
+class OperationStatus(StrEnum):
+    STARTED = "STARTED"
+    PENDING = "PENDING"
+    READY = "READY"
+    SUCCEEDED = "SUCCEEDED"
+    FAILED = "FAILED"
+    CANCELLED = "CANCELLED"
+    TIMED_OUT = "TIMED_OUT"
+    STOPPED = "STOPPED"
+
+
+class OperationType(StrEnum):
+    EXECUTION = "EXECUTION"
+    CONTEXT = "CONTEXT"
+    STEP = "STEP"
+    WAIT = "WAIT"
+    CALLBACK = "CALLBACK"
+    CHAINED_INVOKE = "CHAINED_INVOKE"
+
+
 class PackageType(StrEnum):
     Zip = "Zip"
     Image = "Image"
@@ -402,6 +494,7 @@ class StateReasonCode(StrEnum):
     InvalidRuntime = "InvalidRuntime"
     InvalidZipFileException = "InvalidZipFileException"
     FunctionError = "FunctionError"
+    DrainingDurableExecutions = "DrainingDurableExecutions"
     VcpuLimitExceeded = "VcpuLimitExceeded"
     CapacityProviderScalingLimitExceeded = "CapacityProviderScalingLimitExceeded"
     InsufficientCapacity = "InsufficientCapacity"
@@ -414,6 +507,7 @@ class StateReasonCode(StrEnum):
     FunctionError_PermissionDenied = "FunctionError.PermissionDenied"
     FunctionError_TooManyExtensions = "FunctionError.TooManyExtensions"
     FunctionError_InitResourceExhausted = "FunctionError.InitResourceExhausted"
+    DisallowedByVpcEncryptionControl = "DisallowedByVpcEncryptionControl"
 
 
 class SystemLogLevel(StrEnum):
@@ -448,6 +542,13 @@ class UpdateRuntimeOn(StrEnum):
     FunctionUpdate = "FunctionUpdate"
 
 
+class CallbackTimeoutException(ServiceException):
+    code: str = "CallbackTimeoutException"
+    sender_fault: bool = True
+    status_code: int = 400
+    Type: String | None
+
+
 class CapacityProviderLimitExceededException(ServiceException):
     code: str = "CapacityProviderLimitExceededException"
     sender_fault: bool = True
@@ -476,6 +577,13 @@ class CodeVerificationFailedException(ServiceException):
     Type: String | None
 
 
+class DurableExecutionAlreadyStartedException(ServiceException):
+    code: str = "DurableExecutionAlreadyStartedException"
+    sender_fault: bool = True
+    status_code: int = 409
+    Type: String | None
+
+
 class EC2AccessDeniedException(ServiceException):
     code: str = "EC2AccessDeniedException"
     sender_fault: bool = False
@@ -852,8 +960,56 @@ class AmazonManagedKafkaEventSourceConfig(TypedDict, total=False):
 
 
 ArchitecturesList = list[Architecture]
+BinaryOperationPayload = bytes
 Blob = bytes
 BlobStream = bytes
+StackTraceEntries = list[StackTraceEntry]
+
+
+class ErrorObject(TypedDict, total=False):
+    ErrorMessage: ErrorMessage | None
+    ErrorType: ErrorType | None
+    ErrorData: ErrorData | None
+    StackTrace: StackTraceEntries | None
+
+
+class CallbackDetails(TypedDict, total=False):
+    CallbackId: CallbackId | None
+    Result: OperationPayload | None
+    Error: ErrorObject | None
+
+
+class EventError(TypedDict, total=False):
+    Payload: ErrorObject | None
+    Truncated: Truncated | None
+
+
+class CallbackFailedDetails(TypedDict, total=False):
+    Error: EventError
+
+
+class CallbackOptions(TypedDict, total=False):
+    TimeoutSeconds: DurationSeconds | None
+    HeartbeatTimeoutSeconds: DurationSeconds | None
+
+
+class CallbackStartedDetails(TypedDict, total=False):
+    CallbackId: CallbackId
+    HeartbeatTimeout: DurationSeconds | None
+    Timeout: DurationSeconds | None
+
+
+class EventResult(TypedDict, total=False):
+    Payload: OperationPayload | None
+    Truncated: Truncated | None
+
+
+class CallbackSucceededDetails(TypedDict, total=False):
+    Result: EventResult
+
+
+class CallbackTimedOutDetails(TypedDict, total=False):
+    Error: EventError
 
 
 class TargetTrackingScalingPolicy(TypedDict, total=False):
@@ -916,6 +1072,137 @@ class CapacityProviderConfig(TypedDict, total=False):
 CapacityProvidersList = list[CapacityProvider]
 
 
+class ChainedInvokeDetails(TypedDict, total=False):
+    Result: OperationPayload | None
+    Error: ErrorObject | None
+
+
+class ChainedInvokeFailedDetails(TypedDict, total=False):
+    Error: EventError
+
+
+class ChainedInvokeOptions(TypedDict, total=False):
+    FunctionName: NamespacedFunctionName
+    TenantId: TenantId | None
+
+
+class EventInput(TypedDict, total=False):
+    Payload: InputPayload | None
+    Truncated: Truncated | None
+
+
+class ChainedInvokeStartedDetails(TypedDict, total=False):
+    FunctionName: NamespacedFunctionName
+    TenantId: TenantId | None
+    Input: EventInput | None
+    ExecutedVersion: VersionWithLatestPublished | None
+    DurableExecutionArn: DurableExecutionArn | None
+
+
+class ChainedInvokeStoppedDetails(TypedDict, total=False):
+    Error: EventError
+
+
+class ChainedInvokeSucceededDetails(TypedDict, total=False):
+    Result: EventResult
+
+
+class ChainedInvokeTimedOutDetails(TypedDict, total=False):
+    Error: EventError
+
+
+class WaitOptions(TypedDict, total=False):
+    WaitSeconds: WaitOptionsWaitSecondsInteger | None
+
+
+class StepOptions(TypedDict, total=False):
+    NextAttemptDelaySeconds: StepOptionsNextAttemptDelaySecondsInteger | None
+
+
+class ContextOptions(TypedDict, total=False):
+    ReplayChildren: ReplayChildren | None
+
+
+class OperationUpdate(TypedDict, total=False):
+    Id: OperationId
+    ParentId: OperationId | None
+    Name: OperationName | None
+    Type: OperationType
+    SubType: OperationSubType | None
+    Action: OperationAction
+    Payload: OperationPayload | None
+    Error: ErrorObject | None
+    ContextOptions: ContextOptions | None
+    StepOptions: StepOptions | None
+    WaitOptions: WaitOptions | None
+    CallbackOptions: CallbackOptions | None
+    ChainedInvokeOptions: ChainedInvokeOptions | None
+
+
+OperationUpdates = list[OperationUpdate]
+
+
+class CheckpointDurableExecutionRequest(ServiceRequest):
+    DurableExecutionArn: DurableExecutionArn
+    CheckpointToken: CheckpointToken
+    Updates: OperationUpdates | None
+    ClientToken: ClientToken | None
+
+
+ExecutionTimestamp = datetime
+
+
+class WaitDetails(TypedDict, total=False):
+    ScheduledEndTimestamp: ExecutionTimestamp | None
+
+
+class StepDetails(TypedDict, total=False):
+    Attempt: AttemptCount | None
+    NextAttemptTimestamp: ExecutionTimestamp | None
+    Result: OperationPayload | None
+    Error: ErrorObject | None
+
+
+class ContextDetails(TypedDict, total=False):
+    ReplayChildren: ReplayChildren | None
+    Result: OperationPayload | None
+    Error: ErrorObject | None
+
+
+class ExecutionDetails(TypedDict, total=False):
+    InputPayload: InputPayload | None
+
+
+class Operation(TypedDict, total=False):
+    Id: OperationId
+    ParentId: OperationId | None
+    Name: OperationName | None
+    Type: OperationType
+    SubType: OperationSubType | None
+    StartTimestamp: ExecutionTimestamp
+    EndTimestamp: ExecutionTimestamp | None
+    Status: OperationStatus
+    ExecutionDetails: ExecutionDetails | None
+    ContextDetails: ContextDetails | None
+    StepDetails: StepDetails | None
+    WaitDetails: WaitDetails | None
+    CallbackDetails: CallbackDetails | None
+    ChainedInvokeDetails: ChainedInvokeDetails | None
+
+
+Operations = list[Operation]
+
+
+class CheckpointUpdatedExecutionState(TypedDict, total=False):
+    Operations: Operations | None
+    NextMarker: String | None
+
+
+class CheckpointDurableExecutionResponse(TypedDict, total=False):
+    CheckpointToken: CheckpointToken | None
+    NewExecutionState: CheckpointUpdatedExecutionState
+
+
 class CodeSigningPolicies(TypedDict, total=False):
     UntrustedArtifactOnDeployment: CodeSigningPolicy | None
 
@@ -938,6 +1225,18 @@ class Concurrency(TypedDict, total=False):
     ReservedConcurrentExecutions: ReservedConcurrentExecutions | None
 
 
+class ContextFailedDetails(TypedDict, total=False):
+    Error: EventError
+
+
+class ContextStartedDetails(TypedDict, total=False):
+    pass
+
+
+class ContextSucceededDetails(TypedDict, total=False):
+    Result: EventResult
+
+
 HeadersList = list[Header]
 
 
@@ -1094,6 +1393,11 @@ class TenancyConfig(TypedDict, total=False):
     TenantIsolationMode: TenantIsolationMode
 
 
+class DurableConfig(TypedDict, total=False):
+    RetentionPeriodInDays: RetentionPeriodInDays | None
+    ExecutionTimeout: ExecutionTimeout | None
+
+
 class LoggingConfig(TypedDict, total=False):
     LogFormat: LogFormat | None
     ApplicationLogLevel: ApplicationLogLevel | None
@@ -1188,6 +1492,7 @@ class CreateFunctionRequest(ServiceRequest):
     LoggingConfig: LoggingConfig | None
     CapacityProviderConfig: CapacityProviderConfig | None
     PublishTo: FunctionVersionLatestPublished | None
+    DurableConfig: DurableConfig | None
     TenancyConfig: TenancyConfig | None
 
 
@@ -1270,6 +1575,18 @@ class DeleteProvisionedConcurrencyConfigRequest(ServiceRequest):
     Qualifier: Qualifier
 
 
+class Execution(TypedDict, total=False):
+    DurableExecutionArn: DurableExecutionArn
+    DurableExecutionName: DurableExecutionName
+    FunctionArn: NameSpacedFunctionArn
+    Status: ExecutionStatus
+    StartTimestamp: ExecutionTimestamp
+    EndTimestamp: ExecutionTimestamp | None
+
+
+DurableExecutions = list[Execution]
+
+
 class EnvironmentError(TypedDict, total=False):
     ErrorCode: String | None
     Message: SensitiveString | None
@@ -1280,6 +1597,100 @@ class EnvironmentResponse(TypedDict, total=False):
     Error: EnvironmentError | None
 
 
+class InvocationCompletedDetails(TypedDict, total=False):
+    StartTimestamp: ExecutionTimestamp
+    EndTimestamp: ExecutionTimestamp
+    RequestId: String
+    Error: EventError | None
+
+
+class RetryDetails(TypedDict, total=False):
+    CurrentAttempt: AttemptCount | None
+    NextAttemptDelaySeconds: DurationSeconds | None
+
+
+class StepFailedDetails(TypedDict, total=False):
+    Error: EventError
+    RetryDetails: RetryDetails
+
+
+class StepSucceededDetails(TypedDict, total=False):
+    Result: EventResult
+    RetryDetails: RetryDetails
+
+
+class StepStartedDetails(TypedDict, total=False):
+    pass
+
+
+class WaitCancelledDetails(TypedDict, total=False):
+    Error: EventError | None
+
+
+class WaitSucceededDetails(TypedDict, total=False):
+    Duration: DurationSeconds | None
+
+
+class WaitStartedDetails(TypedDict, total=False):
+    Duration: DurationSeconds
+    ScheduledEndTimestamp: ExecutionTimestamp
+
+
+class ExecutionStoppedDetails(TypedDict, total=False):
+    Error: EventError
+
+
+class ExecutionTimedOutDetails(TypedDict, total=False):
+    Error: EventError | None
+
+
+class ExecutionFailedDetails(TypedDict, total=False):
+    Error: EventError
+
+
+class ExecutionSucceededDetails(TypedDict, total=False):
+    Result: EventResult
+
+
+class ExecutionStartedDetails(TypedDict, total=False):
+    Input: EventInput
+    ExecutionTimeout: DurationSeconds
+
+
+class Event(TypedDict, total=False):
+    EventType: EventType | None
+    SubType: OperationSubType | None
+    EventId: EventId | None
+    Id: OperationId | None
+    Name: OperationName | None
+    EventTimestamp: ExecutionTimestamp | None
+    ParentId: OperationId | None
+    ExecutionStartedDetails: ExecutionStartedDetails | None
+    ExecutionSucceededDetails: ExecutionSucceededDetails | None
+    ExecutionFailedDetails: ExecutionFailedDetails | None
+    ExecutionTimedOutDetails: ExecutionTimedOutDetails | None
+    ExecutionStoppedDetails: ExecutionStoppedDetails | None
+    ContextStartedDetails: ContextStartedDetails | None
+    ContextSucceededDetails: ContextSucceededDetails | None
+    ContextFailedDetails: ContextFailedDetails | None
+    WaitStartedDetails: WaitStartedDetails | None
+    WaitSucceededDetails: WaitSucceededDetails | None
+    WaitCancelledDetails: WaitCancelledDetails | None
+    StepStartedDetails: StepStartedDetails | None
+    StepSucceededDetails: StepSucceededDetails | None
+    StepFailedDetails: StepFailedDetails | None
+    ChainedInvokeStartedDetails: ChainedInvokeStartedDetails | None
+    ChainedInvokeSucceededDetails: ChainedInvokeSucceededDetails | None
+    ChainedInvokeFailedDetails: ChainedInvokeFailedDetails | None
+    ChainedInvokeTimedOutDetails: ChainedInvokeTimedOutDetails | None
+    ChainedInvokeStoppedDetails: ChainedInvokeStoppedDetails | None
+    CallbackStartedDetails: CallbackStartedDetails | None
+    CallbackSucceededDetails: CallbackSucceededDetails | None
+    CallbackFailedDetails: CallbackFailedDetails | None
+    CallbackTimedOutDetails: CallbackTimedOutDetails | None
+    InvocationCompletedDetails: InvocationCompletedDetails | None
+
+
 class FilterCriteriaError(TypedDict, total=False):
     ErrorCode: FilterCriteriaErrorCode | None
     Message: FilterCriteriaErrorMessage | None
@@ -1321,6 +1732,8 @@ class EventSourceMappingConfiguration(TypedDict, total=False):
 
 
 EventSourceMappingsList = list[EventSourceMappingConfiguration]
+Events = list[Event]
+ExecutionStatusList = list[ExecutionStatus]
 FunctionArnList = list[FunctionArn]
 
 
@@ -1417,6 +1830,7 @@ class FunctionConfiguration(TypedDict, total=False):
     LoggingConfig: LoggingConfig | None
     CapacityProviderConfig: CapacityProviderConfig | None
     ConfigSha256: String | None
+    DurableConfig: DurableConfig | None
     TenancyConfig: TenancyConfig | None
 
 
@@ -1488,6 +1902,53 @@ class GetCodeSigningConfigResponse(TypedDict, total=False):
     CodeSigningConfig: CodeSigningConfig
 
 
+class GetDurableExecutionHistoryRequest(ServiceRequest):
+    DurableExecutionArn: DurableExecutionArn
+    IncludeExecutionData: IncludeExecutionData | None
+    MaxItems: ItemCount | None
+    Marker: String | None
+    ReverseOrder: ReverseOrder | None
+
+
+class GetDurableExecutionHistoryResponse(TypedDict, total=False):
+    Events: Events
+    NextMarker: String | None
+
+
+class GetDurableExecutionRequest(ServiceRequest):
+    DurableExecutionArn: DurableExecutionArn
+
+
+class TraceHeader(TypedDict, total=False):
+    XAmznTraceId: XAmznTraceId | None
+
+
+class GetDurableExecutionResponse(TypedDict, total=False):
+    DurableExecutionArn: DurableExecutionArn
+    DurableExecutionName: DurableExecutionName
+    FunctionArn: NameSpacedFunctionArn
+    InputPayload: InputPayload | None
+    Result: OutputPayload | None
+    Error: ErrorObject | None
+    StartTimestamp: ExecutionTimestamp
+    Status: ExecutionStatus
+    EndTimestamp: ExecutionTimestamp | None
+    Version: VersionWithLatestPublished | None
+    TraceHeader: TraceHeader | None
+
+
+class GetDurableExecutionStateRequest(ServiceRequest):
+    DurableExecutionArn: DurableExecutionArn
+    CheckpointToken: CheckpointToken
+    Marker: String | None
+    MaxItems: ItemCount | None
+
+
+class GetDurableExecutionStateResponse(TypedDict, total=False):
+    Operations: Operations
+    NextMarker: String | None
+
+
 class GetEventSourceMappingRequest(ServiceRequest):
     UUID: String
 
@@ -1651,6 +2112,7 @@ class InvocationRequest(ServiceRequest):
     InvocationType: InvocationType | None
     LogType: LogType | None
     ClientContext: String | None
+    DurableExecutionName: DurableExecutionName | None
     Qualifier: NumericLatestPublishedOrAliasQualifier | None
     TenantId: TenantId | None
 
@@ -1661,6 +2123,7 @@ class InvocationResponse(TypedDict, total=False):
     FunctionError: String | None
     LogResult: String | None
     ExecutedVersion: Version | None
+    DurableExecutionArn: DurableExecutionArn | None
 
 
 class InvokeAsyncRequest(ServiceRequest):
@@ -1766,6 +2229,23 @@ class ListCodeSigningConfigsResponse(TypedDict, total=False):
     CodeSigningConfigs: CodeSigningConfigList | None
 
 
+class ListDurableExecutionsByFunctionRequest(ServiceRequest):
+    FunctionName: NamespacedFunctionName
+    Qualifier: NumericLatestPublishedOrAliasQualifier | None
+    DurableExecutionName: DurableExecutionName | None
+    Statuses: ExecutionStatusList | None
+    StartedAfter: ExecutionTimestamp | None
+    StartedBefore: ExecutionTimestamp | None
+    ReverseOrder: ReverseOrder | None
+    Marker: String | None
+    MaxItems: ItemCount | None
+
+
+class ListDurableExecutionsByFunctionResponse(TypedDict, total=False):
+    DurableExecutions: DurableExecutions | None
+    NextMarker: String | None
+
+
 class ListEventSourceMappingsRequest(ServiceRequest):
     EventSourceArn: Arn | None
     FunctionName: NamespacedFunctionName | None
@@ -2016,6 +2496,41 @@ class RemovePermissionRequest(ServiceRequest):
     RevisionId: String | None
 
 
+class SendDurableExecutionCallbackFailureRequest(ServiceRequest):
+    CallbackId: CallbackId
+    Error: ErrorObject | None
+
+
+class SendDurableExecutionCallbackFailureResponse(TypedDict, total=False):
+    pass
+
+
+class SendDurableExecutionCallbackHeartbeatRequest(ServiceRequest):
+    CallbackId: CallbackId
+
+
+class SendDurableExecutionCallbackHeartbeatResponse(TypedDict, total=False):
+    pass
+
+
+class SendDurableExecutionCallbackSuccessRequest(ServiceRequest):
+    Result: IO[BinaryOperationPayload] | None
+    CallbackId: CallbackId
+
+
+class SendDurableExecutionCallbackSuccessResponse(TypedDict, total=False):
+    pass
+
+
+class StopDurableExecutionRequest(ServiceRequest):
+    DurableExecutionArn: DurableExecutionArn
+    Error: ErrorObject | None
+
+
+class StopDurableExecutionResponse(TypedDict, total=False):
+    StopTimestamp: ExecutionTimestamp
+
+
 TagKeyList = list[TagKey]
 
 
@@ -2118,6 +2633,7 @@ class UpdateFunctionConfigurationRequest(ServiceRequest):
     SnapStart: SnapStart | None
     LoggingConfig: LoggingConfig | None
     CapacityProviderConfig: CapacityProviderConfig | None
+    DurableConfig: DurableConfig | None
 
 
 class UpdateFunctionEventInvokeConfigRequest(ServiceRequest):
@@ -2185,6 +2701,18 @@ def add_permission(
     ) -> AddPermissionResponse:
         raise NotImplementedError
 
+    @handler("CheckpointDurableExecution")
+    def checkpoint_durable_execution(
+        self,
+        context: RequestContext,
+        durable_execution_arn: DurableExecutionArn,
+        checkpoint_token: CheckpointToken,
+        updates: OperationUpdates | None = None,
+        client_token: ClientToken | None = None,
+        **kwargs,
+    ) -> CheckpointDurableExecutionResponse:
+        raise NotImplementedError
+
     @handler("CreateAlias")
     def create_alias(
         self,
@@ -2290,6 +2818,7 @@ def create_function(
         logging_config: LoggingConfig | None = None,
         capacity_provider_config: CapacityProviderConfig | None = None,
         publish_to: FunctionVersionLatestPublished | None = None,
+        durable_config: DurableConfig | None = None,
         tenancy_config: TenancyConfig | None = None,
         **kwargs,
     ) -> FunctionConfiguration:
@@ -2412,6 +2941,37 @@ def get_code_signing_config(
     ) -> GetCodeSigningConfigResponse:
         raise NotImplementedError
 
+    @handler("GetDurableExecution")
+    def get_durable_execution(
+        self, context: RequestContext, durable_execution_arn: DurableExecutionArn, **kwargs
+    ) -> GetDurableExecutionResponse:
+        raise NotImplementedError
+
+    @handler("GetDurableExecutionHistory")
+    def get_durable_execution_history(
+        self,
+        context: RequestContext,
+        durable_execution_arn: DurableExecutionArn,
+        include_execution_data: IncludeExecutionData | None = None,
+        max_items: ItemCount | None = None,
+        marker: String | None = None,
+        reverse_order: ReverseOrder | None = None,
+        **kwargs,
+    ) -> GetDurableExecutionHistoryResponse:
+        raise NotImplementedError
+
+    @handler("GetDurableExecutionState")
+    def get_durable_execution_state(
+        self,
+        context: RequestContext,
+        durable_execution_arn: DurableExecutionArn,
+        checkpoint_token: CheckpointToken,
+        marker: String | None = None,
+        max_items: ItemCount | None = None,
+        **kwargs,
+    ) -> GetDurableExecutionStateResponse:
+        raise NotImplementedError
+
     @handler("GetEventSourceMapping")
     def get_event_source_mapping(
         self, context: RequestContext, uuid: String, **kwargs
@@ -2546,6 +3106,7 @@ def invoke(
         invocation_type: InvocationType | None = None,
         log_type: LogType | None = None,
         client_context: String | None = None,
+        durable_execution_name: DurableExecutionName | None = None,
         payload: IO[Blob] | None = None,
         qualifier: NumericLatestPublishedOrAliasQualifier | None = None,
         tenant_id: TenantId | None = None,
@@ -2611,6 +3172,23 @@ def list_code_signing_configs(
     ) -> ListCodeSigningConfigsResponse:
         raise NotImplementedError
 
+    @handler("ListDurableExecutionsByFunction")
+    def list_durable_executions_by_function(
+        self,
+        context: RequestContext,
+        function_name: NamespacedFunctionName,
+        qualifier: NumericLatestPublishedOrAliasQualifier | None = None,
+        durable_execution_name: DurableExecutionName | None = None,
+        statuses: ExecutionStatusList | None = None,
+        started_after: ExecutionTimestamp | None = None,
+        started_before: ExecutionTimestamp | None = None,
+        reverse_order: ReverseOrder | None = None,
+        marker: String | None = None,
+        max_items: ItemCount | None = None,
+        **kwargs,
+    ) -> ListDurableExecutionsByFunctionResponse:
+        raise NotImplementedError
+
     @handler("ListEventSourceMappings")
     def list_event_source_mappings(
         self,
@@ -2860,6 +3438,42 @@ def remove_permission(
     ) -> None:
         raise NotImplementedError
 
+    @handler("SendDurableExecutionCallbackFailure")
+    def send_durable_execution_callback_failure(
+        self,
+        context: RequestContext,
+        callback_id: CallbackId,
+        error: ErrorObject | None = None,
+        **kwargs,
+    ) -> SendDurableExecutionCallbackFailureResponse:
+        raise NotImplementedError
+
+    @handler("SendDurableExecutionCallbackHeartbeat")
+    def send_durable_execution_callback_heartbeat(
+        self, context: RequestContext, callback_id: CallbackId, **kwargs
+    ) -> SendDurableExecutionCallbackHeartbeatResponse:
+        raise NotImplementedError
+
+    @handler("SendDurableExecutionCallbackSuccess")
+    def send_durable_execution_callback_success(
+        self,
+        context: RequestContext,
+        callback_id: CallbackId,
+        result: IO[BinaryOperationPayload] | None = None,
+        **kwargs,
+    ) -> SendDurableExecutionCallbackSuccessResponse:
+        raise NotImplementedError
+
+    @handler("StopDurableExecution")
+    def stop_durable_execution(
+        self,
+        context: RequestContext,
+        durable_execution_arn: DurableExecutionArn,
+        error: ErrorObject | None = None,
+        **kwargs,
+    ) -> StopDurableExecutionResponse:
+        raise NotImplementedError
+
     @handler("TagResource")
     def tag_resource(
         self, context: RequestContext, resource: TaggableResource, tags: Tags, **kwargs
@@ -2981,6 +3595,7 @@ def update_function_configuration(
         snap_start: SnapStart | None = None,
         logging_config: LoggingConfig | None = None,
         capacity_provider_config: CapacityProviderConfig | None = None,
+        durable_config: DurableConfig | None = None,
         **kwargs,
     ) -> FunctionConfiguration:
         raise NotImplementedError
diff --git a/localstack-core/localstack/aws/api/logs/__init__.py b/localstack-core/localstack/aws/api/logs/__init__.py
index 4bd86f0f712c9..c0b6035c4024f 100644
--- a/localstack-core/localstack/aws/api/logs/__init__.py
+++ b/localstack-core/localstack/aws/api/logs/__init__.py
@@ -20,6 +20,9 @@
 CollectionRetentionDays = int
 Column = str
 DataProtectionPolicyDocument = str
+DataSourceName = str
+DataSourceType = str
+DataType = str
 Days = int
 DefaultValue = float
 DeletionProtectionEnabled = bool
@@ -69,6 +72,8 @@
 FromKey = str
 GetScheduledQueryHistoryMaxResults = int
 GrokMatch = str
+GroupingIdentifierKey = str
+GroupingIdentifierValue = str
 IncludeLinkedAccounts = bool
 InferredTokenName = str
 Integer = int
@@ -85,10 +90,14 @@
 ListLimit = int
 ListLogAnomalyDetectorsLimit = int
 ListLogGroupsForQueryMaxResults = int
+ListLogGroupsRequestLimit = int
 ListScheduledQueriesMaxResults = int
+ListSourcesForS3TableIntegrationMaxResults = int
 Locale = str
 LogEventIndex = int
+LogFieldName = str
 LogGroupArn = str
+LogGroupCount = int
 LogGroupIdentifier = str
 LogGroupName = str
 LogGroupNamePattern = str
@@ -133,6 +142,8 @@
 ResourceIdentifier = str
 ResourceType = str
 RoleArn = str
+S3TableIntegrationSourceIdentifier = str
+S3TableIntegrationSourceStatusReason = str
 S3Uri = str
 ScheduleExpression = str
 ScheduleTimezone = str
@@ -257,6 +268,11 @@ class IndexSource(StrEnum):
     LOG_GROUP = "LOG_GROUP"
 
 
+class IndexType(StrEnum):
+    FACET = "FACET"
+    FIELD_INDEX = "FIELD_INDEX"
+
+
 class InheritedProperty(StrEnum):
     ACCOUNT_DATA_PROTECTION = "ACCOUNT_DATA_PROTECTION"
 
@@ -271,6 +287,11 @@ class IntegrationType(StrEnum):
     OPENSEARCH = "OPENSEARCH"
 
 
+class ListAggregateLogGroupSummariesGroupBy(StrEnum):
+    DATA_SOURCE_NAME_TYPE_AND_FORMAT = "DATA_SOURCE_NAME_TYPE_AND_FORMAT"
+    DATA_SOURCE_NAME_AND_TYPE = "DATA_SOURCE_NAME_AND_TYPE"
+
+
 class LogGroupClass(StrEnum):
     STANDARD = "STANDARD"
     INFREQUENT_ACCESS = "INFREQUENT_ACCESS"
@@ -330,6 +351,13 @@ class QueryStatus(StrEnum):
     Unknown = "Unknown"
 
 
+class S3TableIntegrationSourceStatus(StrEnum):
+    ACTIVE = "ACTIVE"
+    UNHEALTHY = "UNHEALTHY"
+    FAILED = "FAILED"
+    DATA_SOURCE_DELETE_IN_PROGRESS = "DATA_SOURCE_DELETE_IN_PROGRESS"
+
+
 class ScheduledQueryDestinationType(StrEnum):
     S3 = "S3"
 
@@ -572,6 +600,20 @@ class AddKeys(TypedDict, total=False):
     entries: AddKeyEntries
 
 
+class GroupingIdentifier(TypedDict, total=False):
+    key: GroupingIdentifierKey | None
+    value: GroupingIdentifierValue | None
+
+
+GroupingIdentifiers = list[GroupingIdentifier]
+
+
+class AggregateLogGroupSummary(TypedDict, total=False):
+    logGroupCount: LogGroupCount | None
+    groupingIdentifiers: GroupingIdentifiers | None
+
+
+AggregateLogGroupSummaries = list[AggregateLogGroupSummary]
 AllowedFieldDelimiters = list[FieldDelimiter]
 
 
@@ -656,6 +698,20 @@ class AssociateKmsKeyRequest(ServiceRequest):
     resourceIdentifier: ResourceIdentifier | None
 
 
+class DataSource(TypedDict, total=False):
+    name: DataSourceName
+    type: DataSourceType | None
+
+
+class AssociateSourceToS3TableIntegrationRequest(ServiceRequest):
+    integrationArn: Arn
+    dataSource: DataSource
+
+
+class AssociateSourceToS3TableIntegrationResponse(TypedDict, total=False):
+    identifier: S3TableIntegrationSourceIdentifier | None
+
+
 Columns = list[Column]
 
 
@@ -827,6 +883,14 @@ class CreateScheduledQueryResponse(TypedDict, total=False):
 
 DashboardViewerPrincipals = list[Arn]
 Data = bytes
+
+
+class DataSourceFilter(TypedDict, total=False):
+    name: DataSourceName
+    type: DataSourceType | None
+
+
+DataSourceFilters = list[DataSourceFilter]
 MatchPatterns = list[MatchPattern]
 
 
@@ -1116,6 +1180,7 @@ class FieldIndex(TypedDict, total=False):
     lastScanTime: Timestamp | None
     firstEventTime: Timestamp | None
     lastEventTime: Timestamp | None
+    type: IndexType | None
 
 
 FieldIndexes = list[FieldIndex]
@@ -1373,6 +1438,14 @@ class DisassociateKmsKeyRequest(ServiceRequest):
     resourceIdentifier: ResourceIdentifier | None
 
 
+class DisassociateSourceFromS3TableIntegrationRequest(ServiceRequest):
+    identifier: S3TableIntegrationSourceIdentifier
+
+
+class DisassociateSourceFromS3TableIntegrationResponse(TypedDict, total=False):
+    identifier: S3TableIntegrationSourceIdentifier | None
+
+
 EntityAttributes = dict[EntityAttributesKey, EntityAttributesValue]
 EntityKeyAttributes = dict[EntityKeyAttributesKey, EntityKeyAttributesValue]
 
@@ -1385,6 +1458,7 @@ class Entity(TypedDict, total=False):
 EventNumber = int
 ExecutionStatusList = list[ExecutionStatus]
 ExtractedValues = dict[Token, Value]
+FieldIndexNames = list[FieldIndexName]
 
 
 class FieldsData(TypedDict, total=False):
@@ -1596,6 +1670,29 @@ class GetLogEventsResponse(TypedDict, total=False):
     nextBackwardToken: NextToken | None
 
 
+class GetLogFieldsRequest(ServiceRequest):
+    dataSourceName: DataSourceName
+    dataSourceType: DataSourceType
+
+
+LogFieldsList = list["LogFieldsListItem"]
+
+
+class LogFieldType(TypedDict, total=False):
+    type: "DataType | None"
+    element: "LogFieldType | None"
+    fields: "LogFieldsList | None"
+
+
+class LogFieldsListItem(TypedDict, total=False):
+    logFieldName: LogFieldName | None
+    logFieldType: LogFieldType | None
+
+
+class GetLogFieldsResponse(TypedDict, total=False):
+    logFields: LogFieldsList | None
+
+
 class GetLogGroupFieldsRequest(ServiceRequest):
     logGroupName: LogGroupName | None
     time: Timestamp | None
@@ -1933,6 +2030,22 @@ class IntegrationSummary(TypedDict, total=False):
 IntegrationSummaries = list[IntegrationSummary]
 
 
+class ListAggregateLogGroupSummariesRequest(ServiceRequest):
+    accountIdentifiers: AccountIds | None
+    includeLinkedAccounts: IncludeLinkedAccounts | None
+    logGroupClass: LogGroupClass | None
+    logGroupNamePattern: LogGroupNameRegexPattern | None
+    dataSources: DataSourceFilters | None
+    groupBy: ListAggregateLogGroupSummariesGroupBy
+    nextToken: NextToken | None
+    limit: ListLogGroupsRequestLimit | None
+
+
+class ListAggregateLogGroupSummariesResponse(TypedDict, total=False):
+    aggregateLogGroupSummaries: AggregateLogGroupSummaries | None
+    nextToken: NextToken | None
+
+
 class ListAnomaliesRequest(ServiceRequest):
     anomalyDetectorArn: AnomalyDetectorArn | None
     suppressionState: SuppressionState | None
@@ -1987,6 +2100,8 @@ class ListLogGroupsRequest(ServiceRequest):
     accountIdentifiers: AccountIds | None
     nextToken: NextToken | None
     limit: ListLimit | None
+    dataSources: DataSourceFilters | None
+    fieldIndexNames: FieldIndexNames | None
 
 
 class LogGroupSummary(TypedDict, total=False):
@@ -2030,6 +2145,28 @@ class ListScheduledQueriesResponse(TypedDict, total=False):
     scheduledQueries: ScheduledQuerySummaryList | None
 
 
+class ListSourcesForS3TableIntegrationRequest(ServiceRequest):
+    integrationArn: Arn
+    maxResults: ListSourcesForS3TableIntegrationMaxResults | None
+    nextToken: NextToken | None
+
+
+class S3TableIntegrationSource(TypedDict, total=False):
+    identifier: S3TableIntegrationSourceIdentifier | None
+    dataSource: DataSource | None
+    status: S3TableIntegrationSourceStatus | None
+    statusReason: S3TableIntegrationSourceStatusReason | None
+    createdTimeStamp: Timestamp | None
+
+
+S3TableIntegrationSources = list[S3TableIntegrationSource]
+
+
+class ListSourcesForS3TableIntegrationResponse(TypedDict, total=False):
+    sources: S3TableIntegrationSources | None
+    nextToken: NextToken | None
+
+
 class ListTagsForResourceRequest(ServiceRequest):
     resourceArn: AmazonResourceName
 
@@ -2455,6 +2592,12 @@ def associate_kms_key(
     ) -> None:
         raise NotImplementedError
 
+    @handler("AssociateSourceToS3TableIntegration")
+    def associate_source_to_s3_table_integration(
+        self, context: RequestContext, integration_arn: Arn, data_source: DataSource, **kwargs
+    ) -> AssociateSourceToS3TableIntegrationResponse:
+        raise NotImplementedError
+
     @handler("CancelExportTask")
     def cancel_export_task(self, context: RequestContext, task_id: ExportTaskId, **kwargs) -> None:
         raise NotImplementedError
@@ -2875,6 +3018,12 @@ def disassociate_kms_key(
     ) -> None:
         raise NotImplementedError
 
+    @handler("DisassociateSourceFromS3TableIntegration")
+    def disassociate_source_from_s3_table_integration(
+        self, context: RequestContext, identifier: S3TableIntegrationSourceIdentifier, **kwargs
+    ) -> DisassociateSourceFromS3TableIntegrationResponse:
+        raise NotImplementedError
+
     @handler("FilterLogEvents")
     def filter_log_events(
         self,
@@ -2953,6 +3102,16 @@ def get_log_events(
     ) -> GetLogEventsResponse:
         raise NotImplementedError
 
+    @handler("GetLogFields")
+    def get_log_fields(
+        self,
+        context: RequestContext,
+        data_source_name: DataSourceName,
+        data_source_type: DataSourceType,
+        **kwargs,
+    ) -> GetLogFieldsResponse:
+        raise NotImplementedError
+
     @handler("GetLogGroupFields")
     def get_log_group_fields(
         self,
@@ -3016,6 +3175,22 @@ def get_transformer(
     ) -> GetTransformerResponse:
         raise NotImplementedError
 
+    @handler("ListAggregateLogGroupSummaries")
+    def list_aggregate_log_group_summaries(
+        self,
+        context: RequestContext,
+        group_by: ListAggregateLogGroupSummariesGroupBy,
+        account_identifiers: AccountIds | None = None,
+        include_linked_accounts: IncludeLinkedAccounts | None = None,
+        log_group_class: LogGroupClass | None = None,
+        log_group_name_pattern: LogGroupNameRegexPattern | None = None,
+        data_sources: DataSourceFilters | None = None,
+        next_token: NextToken | None = None,
+        limit: ListLogGroupsRequestLimit | None = None,
+        **kwargs,
+    ) -> ListAggregateLogGroupSummariesResponse:
+        raise NotImplementedError
+
     @handler("ListAnomalies")
     def list_anomalies(
         self,
@@ -3060,6 +3235,8 @@ def list_log_groups(
         account_identifiers: AccountIds | None = None,
         next_token: NextToken | None = None,
         limit: ListLimit | None = None,
+        data_sources: DataSourceFilters | None = None,
+        field_index_names: FieldIndexNames | None = None,
         **kwargs,
     ) -> ListLogGroupsResponse:
         raise NotImplementedError
@@ -3086,6 +3263,17 @@ def list_scheduled_queries(
     ) -> ListScheduledQueriesResponse:
         raise NotImplementedError
 
+    @handler("ListSourcesForS3TableIntegration")
+    def list_sources_for_s3_table_integration(
+        self,
+        context: RequestContext,
+        integration_arn: Arn,
+        max_results: ListSourcesForS3TableIntegrationMaxResults | None = None,
+        next_token: NextToken | None = None,
+        **kwargs,
+    ) -> ListSourcesForS3TableIntegrationResponse:
+        raise NotImplementedError
+
     @handler("ListTagsForResource")
     def list_tags_for_resource(
         self, context: RequestContext, resource_arn: AmazonResourceName, **kwargs
diff --git a/localstack-core/localstack/aws/api/opensearch/__init__.py b/localstack-core/localstack/aws/api/opensearch/__init__.py
index 9b46b6dbfb54e..6e86ba1a33108 100644
--- a/localstack-core/localstack/aws/api/opensearch/__init__.py
+++ b/localstack-core/localstack/aws/api/opensearch/__init__.py
@@ -698,6 +698,10 @@ class ValidationException(ServiceException):
     status_code: int = 400
 
 
+class ServerlessVectorAcceleration(TypedDict, total=False):
+    Enabled: Boolean | None
+
+
 class S3VectorsEngine(TypedDict, total=False):
     Enabled: Boolean | None
 
@@ -709,6 +713,7 @@ class NaturalLanguageQueryGenerationOptionsInput(TypedDict, total=False):
 class AIMLOptionsInput(TypedDict, total=False):
     NaturalLanguageQueryGenerationOptions: NaturalLanguageQueryGenerationOptionsInput | None
     S3VectorsEngine: S3VectorsEngine | None
+    ServerlessVectorAcceleration: ServerlessVectorAcceleration | None
 
 
 class NaturalLanguageQueryGenerationOptionsOutput(TypedDict, total=False):
@@ -719,6 +724,7 @@ class NaturalLanguageQueryGenerationOptionsOutput(TypedDict, total=False):
 class AIMLOptionsOutput(TypedDict, total=False):
     NaturalLanguageQueryGenerationOptions: NaturalLanguageQueryGenerationOptionsOutput | None
     S3VectorsEngine: S3VectorsEngine | None
+    ServerlessVectorAcceleration: ServerlessVectorAcceleration | None
 
 
 UpdateTimestamp = datetime
diff --git a/localstack-core/localstack/aws/api/s3/__init__.py b/localstack-core/localstack/aws/api/s3/__init__.py
index 7bc050232f6a7..2e77e5211cb67 100644
--- a/localstack-core/localstack/aws/api/s3/__init__.py
+++ b/localstack-core/localstack/aws/api/s3/__init__.py
@@ -520,6 +520,7 @@ class ObjectStorageClass(StrEnum):
     SNOW = "SNOW"
     EXPRESS_ONEZONE = "EXPRESS_ONEZONE"
     FSX_OPENZFS = "FSX_OPENZFS"
+    FSX_ONTAP = "FSX_ONTAP"
 
 
 class ObjectVersionStorageClass(StrEnum):
@@ -632,6 +633,7 @@ class StorageClass(StrEnum):
     SNOW = "SNOW"
     EXPRESS_ONEZONE = "EXPRESS_ONEZONE"
     FSX_OPENZFS = "FSX_OPENZFS"
+    FSX_ONTAP = "FSX_ONTAP"
 
 
 class StorageClassAnalysisSchemaVersion(StrEnum):
diff --git a/localstack-core/localstack/aws/api/s3control/__init__.py b/localstack-core/localstack/aws/api/s3control/__init__.py
index 4a22aecedc4c2..df7e60766ac95 100644
--- a/localstack-core/localstack/aws/api/s3control/__init__.py
+++ b/localstack-core/localstack/aws/api/s3control/__init__.py
@@ -608,6 +608,10 @@ class StorageLensGroupLevel(TypedDict, total=False):
     SelectionCriteria: StorageLensGroupLevelSelectionCriteria | None
 
 
+class AdvancedPerformanceMetrics(TypedDict, total=False):
+    IsEnabled: IsEnabled | None
+
+
 class DetailedStatusCodesMetrics(TypedDict, total=False):
     IsEnabled: IsEnabled | None
 
@@ -645,6 +649,7 @@ class BucketLevel(TypedDict, total=False):
     AdvancedCostOptimizationMetrics: AdvancedCostOptimizationMetrics | None
     AdvancedDataProtectionMetrics: AdvancedDataProtectionMetrics | None
     DetailedStatusCodesMetrics: DetailedStatusCodesMetrics | None
+    AdvancedPerformanceMetrics: AdvancedPerformanceMetrics | None
 
 
 class AccountLevel(TypedDict, total=False):
@@ -653,6 +658,7 @@ class AccountLevel(TypedDict, total=False):
     AdvancedCostOptimizationMetrics: AdvancedCostOptimizationMetrics | None
     AdvancedDataProtectionMetrics: AdvancedDataProtectionMetrics | None
     DetailedStatusCodesMetrics: DetailedStatusCodesMetrics | None
+    AdvancedPerformanceMetrics: AdvancedPerformanceMetrics | None
     StorageLensGroupLevel: StorageLensGroupLevel | None
 
 
@@ -1944,6 +1950,11 @@ class StorageLensDataExportEncryption(TypedDict, total=False):
     SSEKMS: SSEKMS | None
 
 
+class StorageLensTableDestination(TypedDict, total=False):
+    IsEnabled: IsEnabled
+    Encryption: StorageLensDataExportEncryption | None
+
+
 class S3BucketDestination(TypedDict, total=False):
     Format: Format
     OutputSchemaVersion: OutputSchemaVersion
@@ -1953,9 +1964,15 @@ class S3BucketDestination(TypedDict, total=False):
     Encryption: StorageLensDataExportEncryption | None
 
 
+class StorageLensExpandedPrefixesDataExport(TypedDict, total=False):
+    S3BucketDestination: S3BucketDestination | None
+    StorageLensTableDestination: StorageLensTableDestination | None
+
+
 class StorageLensDataExport(TypedDict, total=False):
     S3BucketDestination: S3BucketDestination | None
     CloudWatchMetrics: CloudWatchMetrics | None
+    StorageLensTableDestination: StorageLensTableDestination | None
 
 
 class Include(TypedDict, total=False):
@@ -1969,9 +1986,11 @@ class StorageLensConfiguration(TypedDict, total=False):
     Include: Include | None
     Exclude: Exclude | None
     DataExport: StorageLensDataExport | None
+    ExpandedPrefixesDataExport: StorageLensExpandedPrefixesDataExport | None
     IsEnabled: IsEnabled
     AwsOrg: StorageLensAwsOrg | None
     StorageLensArn: StorageLensArn | None
+    PrefixDelimiter: StorageLensPrefixLevelDelimiter | None
 
 
 class GetStorageLensConfigurationResult(TypedDict, total=False):
diff --git a/localstack-core/localstack/services/lambda_/provider.py b/localstack-core/localstack/services/lambda_/provider.py
index 85669ced325ad..3e551a7326844 100644
--- a/localstack-core/localstack/services/lambda_/provider.py
+++ b/localstack-core/localstack/services/lambda_/provider.py
@@ -43,6 +43,7 @@
     DeleteFunctionResponse,
     Description,
     DestinationConfig,
+    DurableExecutionName,
     EventSourceMappingConfiguration,
     FunctionCodeLocation,
     FunctionConfiguration,
@@ -1740,6 +1741,7 @@ def invoke(
         invocation_type: InvocationType | None = None,
         log_type: LogType | None = None,
         client_context: String | None = None,
+        durable_execution_name: DurableExecutionName | None = None,
         payload: IO[Blob] | None = None,
         qualifier: NumericLatestPublishedOrAliasQualifier | None = None,
         tenant_id: TenantId | None = None,
diff --git a/pyproject.toml b/pyproject.toml
index cef1048ed8f1f..97267b49ea62e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -52,9 +52,9 @@ Issues = "https://github.com/localstack/localstack/issues"
 # minimal required to actually run localstack on the host for services natively implemented in python
 base-runtime = [
     # pinned / updated by ASF update action
-    "boto3==1.42.0",
+    "boto3==1.42.4",
     # pinned / updated by ASF update action
-    "botocore==1.41.6",
+    "botocore==1.42.4",
     # transitive dependency of botocore, added to avoid specific version
     "awscrt>=0.13.14,!=0.27.1",
     "cbor2>=5.5.0",
@@ -82,7 +82,7 @@ base-runtime = [
 runtime = [
     "localstack-core[base-runtime]",
     # pinned / updated by ASF update action
-    "awscli==1.43.6",
+    "awscli==1.43.10",
     "airspeed-ext>=0.6.3",
     # antlr4-python3-runtime: exact pin because antlr4 runtime is tightly coupled to the generated parser code
     "antlr4-python3-runtime==4.13.2",
diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index 75d754f6702e4..b2135b26b84d1 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -13,9 +13,9 @@ attrs==25.4.0
     #   referencing
 awscrt==0.29.1
     # via localstack-core (pyproject.toml)
-boto3==1.42.0
+boto3==1.42.4
     # via localstack-core (pyproject.toml)
-botocore==1.41.6
+botocore==1.42.4
     # via
     #   boto3
     #   localstack-core (pyproject.toml)
diff --git a/requirements-dev.txt b/requirements-dev.txt
index abbedd8d302a9..21badc206769b 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -43,17 +43,17 @@ aws-sam-translator==1.104.0
     #   localstack-core
 aws-xray-sdk==2.15.0
     # via moto-ext
-awscli==1.43.6
+awscli==1.43.10
     # via localstack-core
 awscrt==0.29.1
     # via localstack-core
-boto3==1.42.0
+boto3==1.42.4
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.41.6
+botocore==1.42.4
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index abc90dd1eef8a..5bb013a887f53 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -31,17 +31,17 @@ aws-sam-translator==1.104.0
     #   localstack-core (pyproject.toml)
 aws-xray-sdk==2.15.0
     # via moto-ext
-awscli==1.43.6
+awscli==1.43.10
     # via localstack-core (pyproject.toml)
 awscrt==0.29.1
     # via localstack-core
-boto3==1.42.0
+boto3==1.42.4
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.41.6
+botocore==1.42.4
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-test.txt b/requirements-test.txt
index 7269c130f44ae..c622a777aebe2 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -43,17 +43,17 @@ aws-sam-translator==1.104.0
     #   localstack-core
 aws-xray-sdk==2.15.0
     # via moto-ext
-awscli==1.43.6
+awscli==1.43.10
     # via localstack-core
 awscrt==0.29.1
     # via localstack-core
-boto3==1.42.0
+boto3==1.42.4
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.41.6
+botocore==1.42.4
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index 9fd426fcc8f89..7348684016b47 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -43,11 +43,11 @@ aws-sam-translator==1.104.0
     #   localstack-core
 aws-xray-sdk==2.15.0
     # via moto-ext
-awscli==1.43.6
+awscli==1.43.10
     # via localstack-core
 awscrt==0.29.1
     # via localstack-core
-boto3==1.42.0
+boto3==1.42.4
     # via
     #   aws-sam-translator
     #   kclpy-ext
@@ -55,7 +55,7 @@ boto3==1.42.0
     #   moto-ext
 boto3-stubs==1.41.5
     # via localstack-core (pyproject.toml)
-botocore==1.41.6
+botocore==1.42.4
     # via
     #   aws-xray-sdk
     #   awscli

From 78679b535484d94d5a38cddebc2f4ed2c53bdc1b Mon Sep 17 00:00:00 2001
From: Daniel Fangl <daniel.fangl@localstack.cloud>
Date: Mon, 8 Dec 2025 16:35:58 +0100
Subject: [PATCH 443/697] Allow redirecting test traffic to arbitrary endpoint
 (#13472)

---
 localstack-core/localstack/aws/connect.py     | 35 ++++++++++++-------
 .../localstack/testing/aws/util.py            |  3 +-
 localstack-core/localstack/testing/config.py  |  1 +
 3 files changed, 26 insertions(+), 13 deletions(-)

diff --git a/localstack-core/localstack/aws/connect.py b/localstack-core/localstack/aws/connect.py
index 9dc6338a434fc..999e261d9e1ce 100644
--- a/localstack-core/localstack/aws/connect.py
+++ b/localstack-core/localstack/aws/connect.py
@@ -254,6 +254,7 @@ def __init__(
         verify: bool | str = False,
         session: Session = None,
         config: Config = None,
+        endpoint: str = None,
     ):
         """
         :param use_ssl: Whether to use SSL
@@ -269,6 +270,7 @@ def __init__(
         self._verify = verify
         self._config: Config = config or Config(max_pool_connections=MAX_POOL_CONNECTIONS)
         self._session: Session = session or Session()
+        self._endpoint = endpoint
 
         # make sure we consider our custom data paths for legacy specs (like SQS query protocol)
         if LOCALSTACK_BUILTIN_DATA_PATH not in self._session._loader.search_paths:
@@ -515,10 +517,13 @@ def get_client(
         else:
             config = self._config.merge(config)
 
-        endpoint_url = endpoint_url or get_service_endpoint()
-        if service_name == "s3" and endpoint_url:
-            if re.match(r"https?://localhost(:[0-9]+)?", endpoint_url):
-                endpoint_url = endpoint_url.replace("://localhost", f"://{get_s3_hostname()}")
+        endpoint_url = endpoint_url or self._endpoint or get_service_endpoint()
+        if (
+            endpoint_url
+            and service_name == "s3"
+            and re.match(r"https?://localhost(:[0-9]+)?", endpoint_url)
+        ):
+            endpoint_url = endpoint_url.replace("://localhost", f"://{get_s3_hostname()}")
 
         return self._get_client(
             service_name=service_name,
@@ -575,14 +580,20 @@ def get_client(
         # If the region in arg is non-default, it gives the arg the precedence
         # But if the region in arg is default (us-east-1), it gives precedence to one in config
         # Below: always give precedence to arg region
-        if config and config.region_name != AWS_REGION_US_EAST_1:
-            if region_name == AWS_REGION_US_EAST_1:
-                config = config.merge(Config(region_name=region_name))
-
-        endpoint_url = endpoint_url or get_service_endpoint()
-        if service_name == "s3":
-            if re.match(r"https?://localhost(:[0-9]+)?", endpoint_url):
-                endpoint_url = endpoint_url.replace("://localhost", f"://{get_s3_hostname()}")
+        if (
+            config
+            and config.region_name != AWS_REGION_US_EAST_1
+            and region_name == AWS_REGION_US_EAST_1
+        ):
+            config = config.merge(Config(region_name=region_name))
+
+        endpoint_url = endpoint_url or self._endpoint or get_service_endpoint()
+        if (
+            endpoint_url
+            and service_name == "s3"
+            and re.match(r"https?://localhost(:[0-9]+)?", endpoint_url)
+        ):
+            endpoint_url = endpoint_url.replace("://localhost", f"://{get_s3_hostname()}")
 
         # Prevent `PartialCredentialsError` when only access key ID is provided
         # The value of secret access key is insignificant and can be set to anything
diff --git a/localstack-core/localstack/testing/aws/util.py b/localstack-core/localstack/testing/aws/util.py
index f0f00a31a5045..96f12aed1ab45 100644
--- a/localstack-core/localstack/testing/aws/util.py
+++ b/localstack-core/localstack/testing/aws/util.py
@@ -29,6 +29,7 @@
     SECONDARY_TEST_AWS_SECRET_ACCESS_KEY,
     SECONDARY_TEST_AWS_SESSION_TOKEN,
     TEST_AWS_ACCESS_KEY_ID,
+    TEST_AWS_ENDPOINT_URL,
     TEST_AWS_REGION_NAME,
     TEST_AWS_SECRET_ACCESS_KEY,
 )
@@ -240,7 +241,7 @@ def base_aws_client_factory(session: boto3.Session) -> ClientFactory:
 
         # Prevent this fixture from using the region configured in system config
         config = config.merge(botocore.config.Config(region_name=TEST_AWS_REGION_NAME))
-        return ExternalClientFactory(session=session, config=config)
+        return ExternalClientFactory(session=session, config=config, endpoint=TEST_AWS_ENDPOINT_URL)
 
 
 def base_testing_aws_client(client_factory: ClientFactory) -> ServiceLevelClientFactory:
diff --git a/localstack-core/localstack/testing/config.py b/localstack-core/localstack/testing/config.py
index f6191e9faa977..352c6923e33ac 100644
--- a/localstack-core/localstack/testing/config.py
+++ b/localstack-core/localstack/testing/config.py
@@ -9,6 +9,7 @@
 TEST_AWS_ACCESS_KEY_ID = os.getenv("TEST_AWS_ACCESS_KEY_ID") or "test"
 TEST_AWS_SECRET_ACCESS_KEY = os.getenv("TEST_AWS_SECRET_ACCESS_KEY") or "test"
 TEST_AWS_REGION_NAME = os.getenv("TEST_AWS_REGION_NAME") or "us-east-1"
+TEST_AWS_ENDPOINT_URL = os.getenv("TEST_AWS_ENDPOINT_URL")
 
 # Secondary test AWS profile - only used for testing against AWS
 SECONDARY_TEST_AWS_PROFILE = os.getenv("SECONDARY_TEST_AWS_PROFILE")

From 7dbe8f6ba4bf9d5f71b46c6c8424f242e8f3aa53 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 9 Dec 2025 09:47:12 +0100
Subject: [PATCH 444/697] Bump python from 3.13.9-slim-trixie to
 3.13.11-slim-trixie in the docker-base-images group (#13482)

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 Dockerfile    | 2 +-
 Dockerfile.s3 | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/Dockerfile b/Dockerfile
index 6925978df9e12..79c0c22775624 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,7 +1,7 @@
 #
 # base: Stage which installs necessary runtime dependencies (OS packages, etc.)
 #
-FROM python:3.13.9-slim-trixie@sha256:326df678c20c78d465db501563f3492d17c42a4afe33a1f2bf5406a1d56b0e86 AS base
+FROM python:3.13.11-slim-trixie@sha256:811f304e6201e24836461e43be7f1de32d53854b6d07e7ab6072332b78384c04 AS base
 ARG TARGETARCH
 
 # Install runtime OS package dependencies
diff --git a/Dockerfile.s3 b/Dockerfile.s3
index cb052e844f0b8..31ea4a72d438b 100644
--- a/Dockerfile.s3
+++ b/Dockerfile.s3
@@ -1,5 +1,5 @@
 # base: Stage which installs necessary runtime dependencies (OS packages, filesystem...)
-FROM python:3.13.9-slim-trixie@sha256:326df678c20c78d465db501563f3492d17c42a4afe33a1f2bf5406a1d56b0e86 AS base
+FROM python:3.13.11-slim-trixie@sha256:811f304e6201e24836461e43be7f1de32d53854b6d07e7ab6072332b78384c04 AS base
 ARG TARGETARCH
 
 # set workdir

From 3eb426dbe5fbd824adb779be3378198bad7530a9 Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Tue, 9 Dec 2025 09:59:46 +0100
Subject: [PATCH 445/697] Upgrade pinned Python dependencies (#13483)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
---
 .pre-commit-config.yaml       |   2 +-
 requirements-base-runtime.txt |   4 +-
 requirements-basic.txt        |   2 +-
 requirements-dev.txt          |  32 ++---
 requirements-runtime.txt      |  20 +--
 requirements-test.txt         |  26 ++--
 requirements-typehint.txt     | 240 +++++++++++++++++-----------------
 7 files changed, 167 insertions(+), 159 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index c38a2adbb012f..cbfa1bb3724ca 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -3,7 +3,7 @@
 repos:
   - repo: https://github.com/astral-sh/ruff-pre-commit
     # Ruff version.
-    rev: v0.14.7
+    rev: v0.14.8
     hooks:
       - id: ruff
         args: [--fix, --exit-non-zero-on-fix]
diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index b2135b26b84d1..9c438d0e37db1 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -11,7 +11,7 @@ attrs==25.4.0
     #   jsonschema
     #   localstack-twisted
     #   referencing
-awscrt==0.29.1
+awscrt==0.29.2
     # via localstack-core (pyproject.toml)
 boto3==1.42.4
     # via localstack-core (pyproject.toml)
@@ -186,7 +186,7 @@ typing-extensions==4.15.0
     #   localstack-core (pyproject.toml)
     #   localstack-twisted
     #   readerwriterlock
-urllib3==2.5.0
+urllib3==2.6.1
     # via
     #   botocore
     #   docker
diff --git a/requirements-basic.txt b/requirements-basic.txt
index 88681b515542c..1fa28b9755963 100644
--- a/requirements-basic.txt
+++ b/requirements-basic.txt
@@ -48,5 +48,5 @@ rich==14.2.0
     # via localstack-core (pyproject.toml)
 semver==3.0.4
     # via localstack-core (pyproject.toml)
-urllib3==2.5.0
+urllib3==2.6.1
     # via requests
diff --git a/requirements-dev.txt b/requirements-dev.txt
index 21badc206769b..420906317b59a 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -35,17 +35,18 @@ aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
 aws-cdk-cloud-assembly-schema==48.20.0
     # via aws-cdk-lib
-aws-cdk-lib==2.231.0
+aws-cdk-lib==2.232.1
     # via localstack-core
-aws-sam-translator==1.104.0
+aws-sam-translator==1.103.0
     # via
     #   cfn-lint
     #   localstack-core
+    #   moto-ext
 aws-xray-sdk==2.15.0
     # via moto-ext
 awscli==1.43.10
     # via localstack-core
-awscrt==0.29.1
+awscrt==0.29.2
     # via localstack-core
 boto3==1.42.4
     # via
@@ -80,7 +81,7 @@ cffi==2.0.0
     # via cryptography
 cfgv==3.5.0
     # via pre-commit
-cfn-lint==1.42.0
+cfn-lint==1.41.0
     # via moto-ext
 charset-normalizer==3.4.4
     # via requests
@@ -95,7 +96,7 @@ constantly==23.10.4
     # via localstack-twisted
 constructs==10.4.3
     # via aws-cdk-lib
-coverage==7.12.0
+coverage==7.13.0
     # via
     #   coveralls
     #   localstack-core
@@ -244,9 +245,9 @@ kclpy-ext==3.0.5
     # via localstack-core
 lazy-object-proxy==1.12.0
     # via openapi-spec-validator
-librt==0.6.3
+librt==0.7.3
     # via mypy
-localstack-snapshot==0.3.0
+localstack-snapshot==0.3.2
     # via localstack-core
 localstack-twisted==24.3.0
     # via localstack-core
@@ -260,7 +261,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.18.post6
+moto-ext==5.1.18.post23
     # via localstack-core
 mpmath==1.3.0
     # via sympy
@@ -270,7 +271,7 @@ mypy==1.19.0
     # via localstack-core (pyproject.toml)
 mypy-extensions==1.1.0
     # via mypy
-networkx==3.6
+networkx==3.6.1
     # via
     #   cfn-lint
     #   localstack-core (pyproject.toml)
@@ -310,7 +311,7 @@ pathable==0.4.4
     # via jsonschema-path
 pathspec==0.12.1
     # via mypy
-platformdirs==4.5.0
+platformdirs==4.5.1
     # via virtualenv
 pluggy==1.6.0
     # via
@@ -333,7 +334,7 @@ priority==1.3.0
     # via
     #   hypercorn
     #   localstack-twisted
-protobuf==6.33.1
+protobuf==6.33.2
     # via opensearch-protobufs
 psutil==7.1.3
     # via
@@ -353,17 +354,18 @@ pyasn1==0.6.1
     # via rsa
 pycparser==2.23
     # via cffi
-pydantic==2.12.5
+pydantic==2.12.4
     # via
     #   aws-sam-translator
     #   localstack-core
+    #   moto-ext
 pydantic-core==2.41.5
     # via pydantic
 pygments==2.19.2
     # via
     #   pytest
     #   rich
-pymongo==4.15.4
+pymongo==4.15.5
     # via localstack-core
 pyopenssl==25.3.0
     # via
@@ -454,7 +456,7 @@ rsa==4.7.2
     # via awscli
 rstr==3.2.2
     # via localstack-core (pyproject.toml)
-ruff==0.14.7
+ruff==0.14.8
     # via localstack-core (pyproject.toml)
 s3transfer==0.16.0
     # via
@@ -496,7 +498,7 @@ typing-extensions==4.15.0
     #   typing-inspection
 typing-inspection==0.4.2
     # via pydantic
-urllib3==2.5.0
+urllib3==2.6.1
     # via
     #   botocore
     #   docker
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index 5bb013a887f53..20c18771f741a 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -25,15 +25,16 @@ attrs==25.4.0
     #   jsonschema
     #   localstack-twisted
     #   referencing
-aws-sam-translator==1.104.0
+aws-sam-translator==1.103.0
     # via
     #   cfn-lint
     #   localstack-core (pyproject.toml)
+    #   moto-ext
 aws-xray-sdk==2.15.0
     # via moto-ext
 awscli==1.43.10
     # via localstack-core (pyproject.toml)
-awscrt==0.29.1
+awscrt==0.29.2
     # via localstack-core
 boto3==1.42.4
     # via
@@ -62,7 +63,7 @@ certifi==2025.11.12
     #   requests
 cffi==2.0.0
     # via cryptography
-cfn-lint==1.42.0
+cfn-lint==1.41.0
     # via moto-ext
 charset-normalizer==3.4.4
     # via requests
@@ -193,13 +194,13 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.18.post6
+moto-ext==5.1.18.post23
     # via localstack-core (pyproject.toml)
 mpmath==1.3.0
     # via sympy
 multipart==1.3.0
     # via moto-ext
-networkx==3.6
+networkx==3.6.1
     # via cfn-lint
 openapi-core==0.19.4
     # via localstack-core
@@ -236,7 +237,7 @@ priority==1.3.0
     # via
     #   hypercorn
     #   localstack-twisted
-protobuf==6.33.1
+protobuf==6.33.2
     # via opensearch-protobufs
 psutil==7.1.3
     # via
@@ -248,15 +249,16 @@ pyasn1==0.6.1
     # via rsa
 pycparser==2.23
     # via cffi
-pydantic==2.12.5
+pydantic==2.12.4
     # via
     #   aws-sam-translator
     #   localstack-core (pyproject.toml)
+    #   moto-ext
 pydantic-core==2.41.5
     # via pydantic
 pygments==2.19.2
     # via rich
-pymongo==4.15.4
+pymongo==4.15.5
     # via localstack-core (pyproject.toml)
 pyopenssl==25.3.0
     # via
@@ -353,7 +355,7 @@ typing-extensions==4.15.0
     #   typing-inspection
 typing-inspection==0.4.2
     # via pydantic
-urllib3==2.5.0
+urllib3==2.6.1
     # via
     #   botocore
     #   docker
diff --git a/requirements-test.txt b/requirements-test.txt
index c622a777aebe2..b1da8e6d37ec1 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -35,17 +35,18 @@ aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
 aws-cdk-cloud-assembly-schema==48.20.0
     # via aws-cdk-lib
-aws-cdk-lib==2.231.0
+aws-cdk-lib==2.232.1
     # via localstack-core (pyproject.toml)
-aws-sam-translator==1.104.0
+aws-sam-translator==1.103.0
     # via
     #   cfn-lint
     #   localstack-core
+    #   moto-ext
 aws-xray-sdk==2.15.0
     # via moto-ext
 awscli==1.43.10
     # via localstack-core
-awscrt==0.29.1
+awscrt==0.29.2
     # via localstack-core
 boto3==1.42.4
     # via
@@ -78,7 +79,7 @@ certifi==2025.11.12
     #   requests
 cffi==2.0.0
     # via cryptography
-cfn-lint==1.42.0
+cfn-lint==1.41.0
     # via moto-ext
 charset-normalizer==3.4.4
     # via requests
@@ -92,7 +93,7 @@ constantly==23.10.4
     # via localstack-twisted
 constructs==10.4.3
     # via aws-cdk-lib
-coverage==7.12.0
+coverage==7.13.0
     # via localstack-core (pyproject.toml)
 crontab==1.0.5
     # via localstack-core
@@ -225,7 +226,7 @@ kclpy-ext==3.0.5
     # via localstack-core
 lazy-object-proxy==1.12.0
     # via openapi-spec-validator
-localstack-snapshot==0.3.0
+localstack-snapshot==0.3.2
     # via localstack-core (pyproject.toml)
 localstack-twisted==24.3.0
     # via localstack-core
@@ -239,13 +240,13 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.18.post6
+moto-ext==5.1.18.post23
     # via localstack-core
 mpmath==1.3.0
     # via sympy
 multipart==1.3.0
     # via moto-ext
-networkx==3.6
+networkx==3.6.1
     # via cfn-lint
 openapi-core==0.19.4
     # via localstack-core
@@ -290,7 +291,7 @@ priority==1.3.0
     # via
     #   hypercorn
     #   localstack-twisted
-protobuf==6.33.1
+protobuf==6.33.2
     # via opensearch-protobufs
 psutil==7.1.3
     # via
@@ -310,17 +311,18 @@ pyasn1==0.6.1
     # via rsa
 pycparser==2.23
     # via cffi
-pydantic==2.12.5
+pydantic==2.12.4
     # via
     #   aws-sam-translator
     #   localstack-core
+    #   moto-ext
 pydantic-core==2.41.5
     # via pydantic
 pygments==2.19.2
     # via
     #   pytest
     #   rich
-pymongo==4.15.4
+pymongo==4.15.5
     # via localstack-core
 pyopenssl==25.3.0
     # via
@@ -442,7 +444,7 @@ typing-extensions==4.15.0
     #   typing-inspection
 typing-inspection==0.4.2
     # via pydantic
-urllib3==2.5.0
+urllib3==2.6.1
     # via
     #   botocore
     #   docker
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index 7348684016b47..04a1b07d14b33 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -35,17 +35,18 @@ aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
 aws-cdk-cloud-assembly-schema==48.20.0
     # via aws-cdk-lib
-aws-cdk-lib==2.231.0
+aws-cdk-lib==2.232.1
     # via localstack-core
-aws-sam-translator==1.104.0
+aws-sam-translator==1.103.0
     # via
     #   cfn-lint
     #   localstack-core
+    #   moto-ext
 aws-xray-sdk==2.15.0
     # via moto-ext
 awscli==1.43.10
     # via localstack-core
-awscrt==0.29.1
+awscrt==0.29.2
     # via localstack-core
 boto3==1.42.4
     # via
@@ -53,7 +54,7 @@ boto3==1.42.4
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-boto3-stubs==1.41.5
+boto3-stubs==1.42.5
     # via localstack-core (pyproject.toml)
 botocore==1.42.4
     # via
@@ -63,7 +64,7 @@ botocore==1.42.4
     #   localstack-core
     #   moto-ext
     #   s3transfer
-botocore-stubs==1.41.6
+botocore-stubs==1.42.5
     # via boto3-stubs
 cachetools==6.2.2
     # via
@@ -84,7 +85,7 @@ cffi==2.0.0
     # via cryptography
 cfgv==3.5.0
     # via pre-commit
-cfn-lint==1.42.0
+cfn-lint==1.41.0
     # via moto-ext
 charset-normalizer==3.4.4
     # via requests
@@ -99,7 +100,7 @@ constantly==23.10.4
     # via localstack-twisted
 constructs==10.4.3
     # via aws-cdk-lib
-coverage==7.12.0
+coverage==7.13.0
     # via
     #   coveralls
     #   localstack-core
@@ -248,9 +249,9 @@ kclpy-ext==3.0.5
     # via localstack-core
 lazy-object-proxy==1.12.0
     # via openapi-spec-validator
-librt==0.6.3
+librt==0.7.3
     # via mypy
-localstack-snapshot==0.3.0
+localstack-snapshot==0.3.2
     # via localstack-core
 localstack-twisted==24.3.0
     # via localstack-core
@@ -264,7 +265,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.18.post6
+moto-ext==5.1.18.post23
     # via localstack-core
 mpmath==1.3.0
     # via sympy
@@ -272,209 +273,209 @@ multipart==1.3.0
     # via moto-ext
 mypy==1.19.0
     # via localstack-core
-mypy-boto3-acm==1.41.0
+mypy-boto3-acm==1.42.3
     # via boto3-stubs
-mypy-boto3-acm-pca==1.41.0
+mypy-boto3-acm-pca==1.42.3
     # via boto3-stubs
-mypy-boto3-amplify==1.41.0
+mypy-boto3-amplify==1.42.3
     # via boto3-stubs
-mypy-boto3-apigateway==1.41.2
+mypy-boto3-apigateway==1.42.3
     # via boto3-stubs
-mypy-boto3-apigatewayv2==1.41.0
+mypy-boto3-apigatewayv2==1.42.3
     # via boto3-stubs
-mypy-boto3-appconfig==1.41.0
+mypy-boto3-appconfig==1.42.3
     # via boto3-stubs
-mypy-boto3-appconfigdata==1.41.0
+mypy-boto3-appconfigdata==1.42.3
     # via boto3-stubs
-mypy-boto3-application-autoscaling==1.41.0
+mypy-boto3-application-autoscaling==1.42.3
     # via boto3-stubs
-mypy-boto3-appsync==1.41.0
+mypy-boto3-appsync==1.42.3
     # via boto3-stubs
-mypy-boto3-athena==1.41.2
+mypy-boto3-athena==1.42.3
     # via boto3-stubs
-mypy-boto3-autoscaling==1.41.1
+mypy-boto3-autoscaling==1.42.3
     # via boto3-stubs
-mypy-boto3-backup==1.41.0
+mypy-boto3-backup==1.42.3
     # via boto3-stubs
-mypy-boto3-batch==1.41.0
+mypy-boto3-batch==1.42.3
     # via boto3-stubs
-mypy-boto3-ce==1.41.0
+mypy-boto3-ce==1.42.5
     # via boto3-stubs
-mypy-boto3-cloudcontrol==1.41.0
+mypy-boto3-cloudcontrol==1.42.3
     # via boto3-stubs
-mypy-boto3-cloudformation==1.41.2
+mypy-boto3-cloudformation==1.42.3
     # via boto3-stubs
-mypy-boto3-cloudfront==1.41.3
+mypy-boto3-cloudfront==1.42.3
     # via boto3-stubs
-mypy-boto3-cloudtrail==1.41.1
+mypy-boto3-cloudtrail==1.42.3
     # via boto3-stubs
-mypy-boto3-cloudwatch==1.41.0
+mypy-boto3-cloudwatch==1.42.3
     # via boto3-stubs
-mypy-boto3-codebuild==1.41.0
+mypy-boto3-codebuild==1.42.3
     # via boto3-stubs
-mypy-boto3-codecommit==1.41.0
+mypy-boto3-codecommit==1.42.3
     # via boto3-stubs
-mypy-boto3-codeconnections==1.41.0
+mypy-boto3-codeconnections==1.42.3
     # via boto3-stubs
-mypy-boto3-codedeploy==1.41.0
+mypy-boto3-codedeploy==1.42.3
     # via boto3-stubs
-mypy-boto3-codepipeline==1.41.0
+mypy-boto3-codepipeline==1.42.3
     # via boto3-stubs
-mypy-boto3-codestar-connections==1.41.0
+mypy-boto3-codestar-connections==1.42.3
     # via boto3-stubs
-mypy-boto3-cognito-identity==1.41.0
+mypy-boto3-cognito-identity==1.42.3
     # via boto3-stubs
-mypy-boto3-cognito-idp==1.41.0
+mypy-boto3-cognito-idp==1.42.3
     # via boto3-stubs
-mypy-boto3-dms==1.41.1
+mypy-boto3-dms==1.42.3
     # via boto3-stubs
-mypy-boto3-docdb==1.41.0
+mypy-boto3-docdb==1.42.3
     # via boto3-stubs
-mypy-boto3-dynamodb==1.41.0
+mypy-boto3-dynamodb==1.42.3
     # via boto3-stubs
-mypy-boto3-dynamodbstreams==1.41.0
+mypy-boto3-dynamodbstreams==1.42.3
     # via boto3-stubs
-mypy-boto3-ec2==1.41.4
+mypy-boto3-ec2==1.42.5
     # via boto3-stubs
-mypy-boto3-ecr==1.41.2
+mypy-boto3-ecr==1.42.3
     # via boto3-stubs
-mypy-boto3-ecs==1.41.1
+mypy-boto3-ecs==1.42.4
     # via boto3-stubs
-mypy-boto3-efs==1.41.0
+mypy-boto3-efs==1.42.3
     # via boto3-stubs
-mypy-boto3-eks==1.41.2
+mypy-boto3-eks==1.42.3
     # via boto3-stubs
-mypy-boto3-elasticache==1.41.0
+mypy-boto3-elasticache==1.42.3
     # via boto3-stubs
-mypy-boto3-elasticbeanstalk==1.41.0
+mypy-boto3-elasticbeanstalk==1.42.3
     # via boto3-stubs
-mypy-boto3-elbv2==1.41.2
+mypy-boto3-elbv2==1.42.3
     # via boto3-stubs
-mypy-boto3-emr==1.41.1
+mypy-boto3-emr==1.42.3
     # via boto3-stubs
-mypy-boto3-emr-serverless==1.41.0
+mypy-boto3-emr-serverless==1.42.3
     # via boto3-stubs
-mypy-boto3-es==1.41.0
+mypy-boto3-es==1.42.3
     # via boto3-stubs
-mypy-boto3-events==1.41.0
+mypy-boto3-events==1.42.3
     # via boto3-stubs
-mypy-boto3-firehose==1.41.0
+mypy-boto3-firehose==1.42.3
     # via boto3-stubs
-mypy-boto3-fis==1.41.0
+mypy-boto3-fis==1.42.3
     # via boto3-stubs
-mypy-boto3-glacier==1.41.0
+mypy-boto3-glacier==1.42.3
     # via boto3-stubs
-mypy-boto3-glue==1.41.1
+mypy-boto3-glue==1.42.3
     # via boto3-stubs
-mypy-boto3-iam==1.41.0
+mypy-boto3-iam==1.42.4
     # via boto3-stubs
-mypy-boto3-identitystore==1.41.0
+mypy-boto3-identitystore==1.42.5
     # via boto3-stubs
-mypy-boto3-iot==1.41.0
+mypy-boto3-iot==1.42.3
     # via boto3-stubs
-mypy-boto3-iot-data==1.41.0
+mypy-boto3-iot-data==1.42.3
     # via boto3-stubs
-mypy-boto3-iotanalytics==1.41.0
+mypy-boto3-iotanalytics==1.42.3
     # via boto3-stubs
-mypy-boto3-iotwireless==1.41.0
+mypy-boto3-iotwireless==1.42.3
     # via boto3-stubs
-mypy-boto3-kafka==1.41.0
+mypy-boto3-kafka==1.42.3
     # via boto3-stubs
-mypy-boto3-kinesis==1.41.1
+mypy-boto3-kinesis==1.42.3
     # via boto3-stubs
-mypy-boto3-kinesisanalyticsv2==1.41.0
+mypy-boto3-kinesisanalyticsv2==1.42.3
     # via boto3-stubs
-mypy-boto3-kms==1.41.2
+mypy-boto3-kms==1.42.3
     # via boto3-stubs
-mypy-boto3-lakeformation==1.41.1
+mypy-boto3-lakeformation==1.42.3
     # via boto3-stubs
-mypy-boto3-lambda==1.41.2
+mypy-boto3-lambda==1.42.3
     # via boto3-stubs
-mypy-boto3-logs==1.41.3
+mypy-boto3-logs==1.42.3
     # via boto3-stubs
-mypy-boto3-managedblockchain==1.41.0
+mypy-boto3-managedblockchain==1.42.3
     # via boto3-stubs
-mypy-boto3-mediaconvert==1.41.0
+mypy-boto3-mediaconvert==1.42.3
     # via boto3-stubs
-mypy-boto3-mediastore==1.41.0
+mypy-boto3-mediastore==1.42.3
     # via boto3-stubs
-mypy-boto3-mq==1.41.0
+mypy-boto3-mq==1.42.3
     # via boto3-stubs
-mypy-boto3-mwaa==1.41.0
+mypy-boto3-mwaa==1.42.3
     # via boto3-stubs
-mypy-boto3-neptune==1.41.0
+mypy-boto3-neptune==1.42.3
     # via boto3-stubs
-mypy-boto3-opensearch==1.41.0
+mypy-boto3-opensearch==1.42.3
     # via boto3-stubs
-mypy-boto3-organizations==1.41.4
+mypy-boto3-organizations==1.42.3
     # via boto3-stubs
-mypy-boto3-pi==1.41.0
+mypy-boto3-pi==1.42.3
     # via boto3-stubs
-mypy-boto3-pinpoint==1.41.0
+mypy-boto3-pinpoint==1.42.3
     # via boto3-stubs
-mypy-boto3-pipes==1.41.0
+mypy-boto3-pipes==1.42.3
     # via boto3-stubs
-mypy-boto3-rds==1.41.2
+mypy-boto3-rds==1.42.5
     # via boto3-stubs
-mypy-boto3-rds-data==1.41.0
+mypy-boto3-rds-data==1.42.3
     # via boto3-stubs
-mypy-boto3-redshift==1.41.2
+mypy-boto3-redshift==1.42.3
     # via boto3-stubs
-mypy-boto3-redshift-data==1.41.1
+mypy-boto3-redshift-data==1.42.3
     # via boto3-stubs
-mypy-boto3-resource-groups==1.41.0
+mypy-boto3-resource-groups==1.42.3
     # via boto3-stubs
-mypy-boto3-resourcegroupstaggingapi==1.41.0
+mypy-boto3-resourcegroupstaggingapi==1.42.3
     # via boto3-stubs
-mypy-boto3-route53==1.41.4
+mypy-boto3-route53==1.42.3
     # via boto3-stubs
-mypy-boto3-route53resolver==1.41.0
+mypy-boto3-route53resolver==1.42.3
     # via boto3-stubs
-mypy-boto3-s3==1.41.1
+mypy-boto3-s3==1.42.3
     # via boto3-stubs
-mypy-boto3-s3control==1.41.0
+mypy-boto3-s3control==1.42.3
     # via boto3-stubs
-mypy-boto3-sagemaker==1.41.2
+mypy-boto3-sagemaker==1.42.3
     # via boto3-stubs
-mypy-boto3-sagemaker-runtime==1.41.0
+mypy-boto3-sagemaker-runtime==1.42.3
     # via boto3-stubs
-mypy-boto3-secretsmanager==1.41.0
+mypy-boto3-secretsmanager==1.42.3
     # via boto3-stubs
-mypy-boto3-serverlessrepo==1.41.0
+mypy-boto3-serverlessrepo==1.42.3
     # via boto3-stubs
-mypy-boto3-servicediscovery==1.41.0
+mypy-boto3-servicediscovery==1.42.3
     # via boto3-stubs
-mypy-boto3-ses==1.41.0
+mypy-boto3-ses==1.42.3
     # via boto3-stubs
-mypy-boto3-sesv2==1.41.2
+mypy-boto3-sesv2==1.42.5
     # via boto3-stubs
-mypy-boto3-sns==1.41.0
+mypy-boto3-sns==1.42.3
     # via boto3-stubs
-mypy-boto3-sqs==1.41.0
+mypy-boto3-sqs==1.42.3
     # via boto3-stubs
-mypy-boto3-ssm==1.41.0
+mypy-boto3-ssm==1.42.3
     # via boto3-stubs
-mypy-boto3-sso-admin==1.41.0
+mypy-boto3-sso-admin==1.42.3
     # via boto3-stubs
-mypy-boto3-stepfunctions==1.41.0
+mypy-boto3-stepfunctions==1.42.3
     # via boto3-stubs
-mypy-boto3-sts==1.41.0
+mypy-boto3-sts==1.42.3
     # via boto3-stubs
-mypy-boto3-timestream-query==1.41.0
+mypy-boto3-timestream-query==1.42.3
     # via boto3-stubs
-mypy-boto3-timestream-write==1.41.0
+mypy-boto3-timestream-write==1.42.3
     # via boto3-stubs
-mypy-boto3-transcribe==1.41.0
+mypy-boto3-transcribe==1.42.3
     # via boto3-stubs
-mypy-boto3-verifiedpermissions==1.41.0
+mypy-boto3-verifiedpermissions==1.42.3
     # via boto3-stubs
-mypy-boto3-wafv2==1.41.0
+mypy-boto3-wafv2==1.42.3
     # via boto3-stubs
-mypy-boto3-xray==1.41.0
+mypy-boto3-xray==1.42.3
     # via boto3-stubs
 mypy-extensions==1.1.0
     # via mypy
-networkx==3.6
+networkx==3.6.1
     # via
     #   cfn-lint
     #   localstack-core
@@ -514,7 +515,7 @@ pathable==0.4.4
     # via jsonschema-path
 pathspec==0.12.1
     # via mypy
-platformdirs==4.5.0
+platformdirs==4.5.1
     # via virtualenv
 pluggy==1.6.0
     # via
@@ -537,7 +538,7 @@ priority==1.3.0
     # via
     #   hypercorn
     #   localstack-twisted
-protobuf==6.33.1
+protobuf==6.33.2
     # via opensearch-protobufs
 psutil==7.1.3
     # via
@@ -557,17 +558,18 @@ pyasn1==0.6.1
     # via rsa
 pycparser==2.23
     # via cffi
-pydantic==2.12.5
+pydantic==2.12.4
     # via
     #   aws-sam-translator
     #   localstack-core
+    #   moto-ext
 pydantic-core==2.41.5
     # via pydantic
 pygments==2.19.2
     # via
     #   pytest
     #   rich
-pymongo==4.15.4
+pymongo==4.15.5
     # via localstack-core
 pyopenssl==25.3.0
     # via
@@ -658,7 +660,7 @@ rsa==4.7.2
     # via awscli
 rstr==3.2.2
     # via localstack-core
-ruff==0.14.7
+ruff==0.14.8
     # via localstack-core
 s3transfer==0.16.0
     # via
@@ -684,9 +686,9 @@ typeguard==2.13.3
     #   aws-cdk-lib
     #   constructs
     #   jsii
-types-awscrt==0.29.1
+types-awscrt==0.29.2
     # via botocore-stubs
-types-s3transfer==0.15.0
+types-s3transfer==0.16.0
     # via boto3-stubs
 typing-extensions==4.15.0
     # via
@@ -704,7 +706,7 @@ typing-extensions==4.15.0
     #   typing-inspection
 typing-inspection==0.4.2
     # via pydantic
-urllib3==2.5.0
+urllib3==2.6.1
     # via
     #   botocore
     #   docker

From 2d7b8936b9ec469b679db108a804bb570027085b Mon Sep 17 00:00:00 2001
From: Joel Scheuner <joel.scheuner.dev@gmail.com>
Date: Tue, 9 Dec 2025 10:28:33 +0100
Subject: [PATCH 446/697] Skip flaky Lambda streaming test (#13486)

---
 tests/aws/test_integration.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/tests/aws/test_integration.py b/tests/aws/test_integration.py
index cf8e929672c33..171183df4d9fa 100644
--- a/tests/aws/test_integration.py
+++ b/tests/aws/test_integration.py
@@ -208,6 +208,7 @@ def _assert_objects_created():
         # clean up
         aws_client.firehose.delete_delivery_stream(DeliveryStreamName=stream_name)
 
+    @pytest.mark.skip(reason="flaky")
     @markers.aws.unknown
     def test_lambda_streams_batch_and_transactions(
         self,

From 7113612484e52b2f2e52779296f183716069f3df Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Tue, 9 Dec 2025 10:38:23 +0100
Subject: [PATCH 447/697] ES/OpenSearch: fix concurrent startups on fresh
 install (#13481)

---
 .../services/opensearch/packages.py           | 54 ++++++++++++-------
 1 file changed, 34 insertions(+), 20 deletions(-)

diff --git a/localstack-core/localstack/services/opensearch/packages.py b/localstack-core/localstack/services/opensearch/packages.py
index b5c266512ba43..9ef799a69b0a2 100644
--- a/localstack-core/localstack/services/opensearch/packages.py
+++ b/localstack-core/localstack/services/opensearch/packages.py
@@ -107,19 +107,31 @@ def _install(self, target: InstallTarget):
                 # setup security based on the version
                 self._setup_security(install_dir, parsed_version)
 
+                # Determine network configuration to use for plugin downloads
+                sys_props = {
+                    **java_system_properties_proxy(),
+                    **java_system_properties_ssl(
+                        os.path.join(install_dir, "jdk", "bin", "keytool"),
+                        {"JAVA_HOME": os.path.join(install_dir, "jdk")},
+                    ),
+                }
+                java_opts = system_properties_to_cli_args(sys_props)
+
+                keystore_binary = os.path.join(install_dir, "bin", "opensearch-keystore")
+                if os.path.exists(keystore_binary):
+                    # initialize and create the keystore. Concurrent starts of ES will all try to create it at the same
+                    # time, and fail with a race condition. Creating once when installing solves the issue without
+                    # the need to lock the starts
+                    # Ultimately, each cluster should have its own `config` file and maybe not share the same one
+                    output = run(
+                        [keystore_binary, "create"],
+                        env_vars={"OPENSEARCH_JAVA_OPTS": " ".join(java_opts)},
+                    )
+                    LOG.debug("Keystore init output: %s", output)
+
                 # install other default plugins for opensearch 1.1+
                 # https://forum.opensearch.org/t/ingest-attachment-cannot-be-installed/6494/12
                 if parsed_version >= "1.1.0":
-                    # Determine network configuration to use for plugin downloads
-                    sys_props = {
-                        **java_system_properties_proxy(),
-                        **java_system_properties_ssl(
-                            os.path.join(install_dir, "jdk", "bin", "keytool"),
-                            {"JAVA_HOME": os.path.join(install_dir, "jdk")},
-                        ),
-                    }
-                    java_opts = system_properties_to_cli_args(sys_props)
-
                     for plugin in OPENSEARCH_PLUGIN_LIST:
                         plugin_binary = os.path.join(install_dir, "bin", "opensearch-plugin")
                         plugin_dir = os.path.join(install_dir, "plugins", plugin)
@@ -322,6 +334,18 @@ def try_install():
                         if not os.environ.get("IGNORE_ES_DOWNLOAD_ERRORS"):
                             raise
 
+            keystore_binary = os.path.join(install_dir, "bin", "elasticsearch-keystore")
+            if os.path.exists(keystore_binary):
+                # initialize and create the keystore. Concurrent starts of ES will all try to create it at the same
+                # time, and fail with a race condition. Creating once when installing solves the issue without
+                # the need to lock the starts
+                # Ultimately, each cluster should have its own `config` file and maybe not share the same one
+                output = run(
+                    [keystore_binary, "create"],
+                    env_vars={"ES_JAVA_OPTS": " ".join(java_opts)},
+                )
+                LOG.debug("Keystore init output: %s", output)
+
         # delete some plugins to free up space
         for plugin in ELASTICSEARCH_DELETE_MODULES:
             module_dir = os.path.join(install_dir, "modules", plugin)
@@ -341,16 +365,6 @@ def try_install():
             if jvm_options != jvm_options_replaced:
                 save_file(jvm_options_file, jvm_options_replaced)
 
-        # patch JVM options file - replace hardcoded heap size settings
-        jvm_options_file = os.path.join(install_dir, "config", "jvm.options")
-        if os.path.exists(jvm_options_file):
-            jvm_options = load_file(jvm_options_file)
-            jvm_options_replaced = re.sub(
-                r"(^-Xm[sx][a-zA-Z0-9.]+$)", r"# \1", jvm_options, flags=re.MULTILINE
-            )
-            if jvm_options != jvm_options_replaced:
-                save_file(jvm_options_file, jvm_options_replaced)
-
     def _get_install_marker_path(self, install_dir: str) -> str:
         return os.path.join(install_dir, "bin", "elasticsearch")
 

From dfd5a153dd474e86cd500047d7e63246a9523d42 Mon Sep 17 00:00:00 2001
From: Jasmine Schladen <jtschladen@gmail.com>
Date: Tue, 9 Dec 2025 05:17:54 -0800
Subject: [PATCH 448/697] ACM: Fix filtering by key type and support additional
 key types (#13462)

Co-authored-by: Alexander Rashed <alexander.rashed@localstack.cloud>
---
 .../localstack/services/acm/provider.py       |  14 ++-
 tests/aws/services/acm/test_acm.py            | 103 ++++++++++++++++++
 tests/aws/services/acm/test_acm.snapshot.json |  64 +++++++++++
 .../aws/services/acm/test_acm.validation.json |   9 ++
 4 files changed, 189 insertions(+), 1 deletion(-)

diff --git a/localstack-core/localstack/services/acm/provider.py b/localstack-core/localstack/services/acm/provider.py
index 0151bbf38dc97..97873fd2d1cb3 100644
--- a/localstack-core/localstack/services/acm/provider.py
+++ b/localstack-core/localstack/services/acm/provider.py
@@ -17,6 +17,16 @@
 moto_settings.ACM_VALIDATION_WAIT = min(10, moto_settings.ACM_VALIDATION_WAIT)
 
 
+@patch(acm_models.AWSCertificateManagerBackend.list_certificates)
+def list_certificates(list_certificates_orig, self, statuses, includes):
+    # Normalize keyTypes filter to match our describe() output format (hyphens)
+    if includes and "keyTypes" in includes:
+        includes["keyTypes"] = [
+            kt.replace("RSA_", "RSA-").replace("EC_", "EC-") for kt in includes["keyTypes"]
+        ]
+    return list_certificates_orig(self, statuses, includes)
+
+
 @patch(acm_models.CertBundle.describe)
 def describe(describe_orig, self):
     # TODO fix! Terrible hack (for parity). Moto adds certain required fields only if status is PENDING_VALIDATION.
@@ -71,8 +81,10 @@ def describe(describe_orig, self):
             cert[key] = value
     cert["Serial"] = str(cert.get("Serial") or "")
 
-    if cert.get("KeyAlgorithm") in ["RSA_1024", "RSA_2048"]:
+    if cert.get("KeyAlgorithm") in ["RSA_1024", "RSA_2048", "RSA_3072", "RSA_4096"]:
         cert["KeyAlgorithm"] = cert["KeyAlgorithm"].replace("RSA_", "RSA-")
+    if cert.get("KeyAlgorithm") in ["EC_prime256v1", "EC_secp384r1", "EC_secp521r1"]:
+        cert["KeyAlgorithm"] = cert["KeyAlgorithm"].replace("EC_", "EC-")
 
     # add subject alternative names
     if cert["DomainName"] not in sans:
diff --git a/tests/aws/services/acm/test_acm.py b/tests/aws/services/acm/test_acm.py
index f83912a799474..e3e25e096f65e 100644
--- a/tests/aws/services/acm/test_acm.py
+++ b/tests/aws/services/acm/test_acm.py
@@ -227,3 +227,106 @@ def _certificate_ready():
             cert_description["DomainValidationOptions"], key=lambda x: x["DomainName"]
         )
         snapshot.match("describe-cert", cert_description)
+
+    @markers.aws.validated
+    @markers.snapshot.skip_snapshot_verify(
+        paths=[
+            "$..CreatedAt",
+            "$..Exported",
+            "$..ExportOption",
+            "$..ExtendedKeyUsages",
+            "$..KeyUsages",
+        ]
+    )
+    def test_list_certificates_with_key_types_filter_imported_certificate(
+        self, tmp_path, aws_client, cleanups, snapshot
+    ):
+        _, cert_file, key_file = generate_ssl_cert(target_file=str(tmp_path / "cert"))
+        with open(key_file, "rb") as infile:
+            private_key_bytes = infile.read()
+        with open(cert_file, "rb") as infile:
+            certificate_bytes = infile.read()
+
+        import_response = aws_client.acm.import_certificate(
+            Certificate=certificate_bytes, PrivateKey=private_key_bytes
+        )
+        cert_arn = import_response["CertificateArn"]
+        cleanups.append(lambda: aws_client.acm.delete_certificate(CertificateArn=cert_arn))
+
+        cert_id = cert_arn.split("certificate/")[-1]
+        snapshot.add_transformer(snapshot.transform.regex(cert_id, "<cert-id>"))
+
+        def _certificate_ready():
+            response = aws_client.acm.describe_certificate(CertificateArn=cert_arn)
+            # expecting FAILED on aws due to not requesting a valid certificate
+            # expecting ISSUED as default response from moto
+            if response["Certificate"]["Status"] not in ["FAILED", "ISSUED"]:
+                raise Exception("Certificate not yet ready")
+
+        retry(_certificate_ready, sleep=1, retries=30)
+
+        def _list_response():
+            response = aws_client.acm.list_certificates(
+                Includes={
+                    "keyTypes": [
+                        "RSA_1024",
+                        "RSA_2048",
+                        "RSA_3072",
+                        "RSA_4096",
+                        "EC_prime256v1",
+                        "EC_secp384r1",
+                        "EC_secp521r1",
+                    ]
+                }
+            )
+
+            cert = next(
+                filter(
+                    lambda c: c["CertificateArn"] == cert_arn, response["CertificateSummaryList"]
+                )
+            )
+            snapshot.match("list-certificates-with-key-types", cert)
+
+        retry(_list_response, sleep=1, retries=30)
+
+    @markers.aws.validated
+    @markers.snapshot.skip_snapshot_verify(
+        paths=[
+            "$..CertificateSummaryList..DomainName",
+            "$..CertificateSummaryList..SubjectAlternativeNameSummaries",
+        ]
+    )
+    def test_list_certificates_with_key_types_filter_requested_certificate(
+        self, acm_request_certificate, aws_client, snapshot
+    ):
+        create_response = acm_request_certificate()
+        cert_arn = create_response["CertificateArn"]
+
+        cert_id = cert_arn.split("certificate/")[-1]
+        snapshot.add_transformer(snapshot.transform.regex(cert_id, "<cert-id>"))
+
+        def _certificate_ready():
+            response = aws_client.acm.describe_certificate(CertificateArn=cert_arn)
+            assert response["Certificate"]["Status"] in ["PENDING_VALIDATION", "ISSUED", "FAILED"]
+            return response
+
+        retry(_certificate_ready, sleep=1, retries=30)
+
+        list_response = aws_client.acm.list_certificates(
+            Includes={
+                "keyTypes": [
+                    "RSA_1024",
+                    "RSA_2048",
+                    "RSA_3072",
+                    "RSA_4096",
+                    "EC_prime256v1",
+                    "EC_secp384r1",
+                    "EC_secp521r1",
+                ]
+            }
+        )
+
+        cert_arns = [cert["CertificateArn"] for cert in list_response["CertificateSummaryList"]]
+        assert cert_arn in cert_arns
+
+        snapshot.match("list-certificates-with-key-types", list_response)
diff --git a/tests/aws/services/acm/test_acm.snapshot.json b/tests/aws/services/acm/test_acm.snapshot.json
index fc4477ae27222..64465322c4417 100644
--- a/tests/aws/services/acm/test_acm.snapshot.json
+++ b/tests/aws/services/acm/test_acm.snapshot.json
@@ -337,5 +337,69 @@
         }
       }
     }
+  },
+  "tests/aws/services/acm/test_acm.py::TestACM::test_list_certificates_with_key_types_filter_imported_certificate": {
+    "recorded-date": "09-12-2025, 12:36:59",
+    "recorded-content": {
+      "list-certificates-with-key-types": {
+        "CertificateArn": "arn:<partition>:acm:<region>:111111111111:certificate/<cert-id>",
+        "CreatedAt": "datetime",
+        "DomainName": "localhost",
+        "ExportOption": "DISABLED",
+        "ExtendedKeyUsages": [
+          "TLS_WEB_SERVER_AUTHENTICATION"
+        ],
+        "HasAdditionalSubjectAlternativeNames": false,
+        "ImportedAt": "datetime",
+        "InUse": false,
+        "KeyAlgorithm": "RSA-2048",
+        "KeyUsages": [
+          "DIGITAL_SIGNATURE",
+          "NON_REPUDIATION",
+          "KEY_ENCIPHERMENT"
+        ],
+        "NotAfter": "datetime",
+        "NotBefore": "datetime",
+        "RenewalEligibility": "INELIGIBLE",
+        "Status": "ISSUED",
+        "SubjectAlternativeNameSummaries": [
+          "localhost",
+          "test.localhost.atlassian.io",
+          "localhost.localstack.cloud",
+          "localhost.localstack.cloudIP:127.0.0.1"
+        ],
+        "Type": "IMPORTED"
+      }
+    }
+  },
+  "tests/aws/services/acm/test_acm.py::TestACM::test_list_certificates_with_key_types_filter_requested_certificate": {
+    "recorded-date": "03-12-2025, 04:02:40",
+    "recorded-content": {
+      "list-certificates-with-key-types": {
+        "CertificateSummaryList": [
+          {
+            "CertificateArn": "arn:<partition>:acm:<region>:111111111111:certificate/<cert-id>",
+            "CreatedAt": "datetime",
+            "DomainName": "test-domain-2b60e4d1.localhost.localstack.cloud",
+            "Exported": false,
+            "ExtendedKeyUsages": [],
+            "HasAdditionalSubjectAlternativeNames": false,
+            "InUse": false,
+            "KeyAlgorithm": "RSA-2048",
+            "KeyUsages": [],
+            "RenewalEligibility": "INELIGIBLE",
+            "Status": "PENDING_VALIDATION",
+            "SubjectAlternativeNameSummaries": [
+              "test-domain-2b60e4d1.localhost.localstack.cloud"
+            ],
+            "Type": "AMAZON_ISSUED"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/acm/test_acm.validation.json b/tests/aws/services/acm/test_acm.validation.json
index f9a6d1a3ec84d..032ea2a286ae4 100644
--- a/tests/aws/services/acm/test_acm.validation.json
+++ b/tests/aws/services/acm/test_acm.validation.json
@@ -28,5 +28,14 @@
       "teardown": 0.25,
       "total": 1.98
     }
+  },
+  "tests/aws/services/acm/test_acm.py::TestACM::test_list_certificates_with_key_types_filter_imported_certificate": {
+    "last_validated_date": "2025-12-09T12:42:45+00:00",
+    "durations_in_seconds": {
+      "setup": 0.57,
+      "call": 2.11,
+      "teardown": 0.23,
+      "total": 2.91
+    }
   }
 }

From 67ee6bc7289e9b0326c15c8f94fb46373c2dcc2d Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Tue, 9 Dec 2025 15:37:54 +0000
Subject: [PATCH 449/697] CFn: remove assertion on CFN_NO_WAIT_ITERATIONS
 (#13487)

---
 .../localstack/services/cloudformation/resource_provider.py    | 3 ---
 1 file changed, 3 deletions(-)

diff --git a/localstack-core/localstack/services/cloudformation/resource_provider.py b/localstack-core/localstack/services/cloudformation/resource_provider.py
index af8cc5fd5e202..38a4c241c9d36 100644
--- a/localstack-core/localstack/services/cloudformation/resource_provider.py
+++ b/localstack-core/localstack/services/cloudformation/resource_provider.py
@@ -430,9 +430,6 @@ def __init__(
         self.stack_name = stack_name
         self.stack_id = stack_id
 
-        # This should have been set up in the provider
-        assert isinstance(config.CFN_NO_WAIT_ITERATIONS, int)
-
     def deploy_loop(
         self,
         resource_provider: ResourceProvider,

From 1224e924b23157ba1ef5ee93dbfc42d2b5e48d95 Mon Sep 17 00:00:00 2001
From: Joel Scheuner <joel.scheuner.dev@gmail.com>
Date: Tue, 9 Dec 2025 17:34:29 +0100
Subject: [PATCH 450/697] Add telemetry for Lambda Managed Instances (#13466)

---
 .../localstack/services/lambda_/analytics.py  | 13 ++++++++--
 .../lambda_/invocation/event_manager.py       | 26 +++++++++++--------
 .../lambda_/invocation/lambda_service.py      | 11 ++++++++
 .../localstack/services/lambda_/provider.py   |  7 +++++
 .../localstack/testing/aws/lambda_utils.py    |  2 +-
 5 files changed, 45 insertions(+), 14 deletions(-)

diff --git a/localstack-core/localstack/services/lambda_/analytics.py b/localstack-core/localstack/services/lambda_/analytics.py
index ff4a1ae6f516c..c6669c963dc95 100644
--- a/localstack-core/localstack/services/lambda_/analytics.py
+++ b/localstack-core/localstack/services/lambda_/analytics.py
@@ -14,9 +14,10 @@
         "status",
         "runtime",
         "package_type",
-        # only for operation "invoke"
-        "invocation_type",
+        "invocation_type",  # only for operation "invoke", otherwise "n/a"
+        "initialization_type",
     ],
+    schema_version=2,
 )
 
 
@@ -38,6 +39,14 @@ class FunctionStatus(StrEnum):
     invocation_error = "invocation_error"
 
 
+class FunctionInitializationType(StrEnum):
+    # Maps to the Lambda environment variable AWS_LAMBDA_INITIALIZATION_TYPE
+    on_demand = "on-demand"
+    lambda_managed_instances = "lambda-managed-instances"
+    # Only applies to the operation "invoke" because provisioned concurrency is not configured on "create"
+    provisioned_concurrency = "provisioned-concurrency"
+
+
 esm_counter = LabeledCounter(namespace=NAMESPACE, name="esm", labels=["source", "status"])
 
 
diff --git a/localstack-core/localstack/services/lambda_/invocation/event_manager.py b/localstack-core/localstack/services/lambda_/invocation/event_manager.py
index 4e1414db29c42..35b19731a21d7 100644
--- a/localstack-core/localstack/services/lambda_/invocation/event_manager.py
+++ b/localstack-core/localstack/services/lambda_/invocation/event_manager.py
@@ -13,6 +13,7 @@
 from localstack import config
 from localstack.aws.api.lambda_ import InvocationType, TooManyRequestsException
 from localstack.services.lambda_.analytics import (
+    FunctionInitializationType,
     FunctionOperation,
     FunctionStatus,
     function_counter,
@@ -198,22 +199,22 @@ def stop(self):
     def handle_message(self, message: dict) -> None:
         failure_cause = None
         qualifier = self.version_manager.function_version.id.qualifier
+        function_config = self.version_manager.function_version.config
         event_invoke_config = self.version_manager.function.event_invoke_configs.get(qualifier)
         runtime = None
         status = None
+        # TODO: handle initialization_type provisioned-concurrency, which requires enriching invocation_result
+        initialization_type = (
+            FunctionInitializationType.lambda_managed_instances
+            if function_config.CapacityProviderConfig
+            else FunctionInitializationType.on_demand
+        )
         try:
             sqs_invocation = SQSInvocation.decode(message["Body"])
             invocation = sqs_invocation.invocation
             try:
                 invocation_result = self.version_manager.invoke(invocation=invocation)
-                function_config = self.version_manager.function_version.config
-                function_counter.labels(
-                    operation=FunctionOperation.invoke,
-                    runtime=function_config.runtime or "n/a",
-                    status=FunctionStatus.success,
-                    invocation_type=InvocationType.Event,
-                    package_type=function_config.package_type,
-                ).increment()
+                status = FunctionStatus.success
             except Exception as e:
                 # Reserved concurrency == 0
                 if self.version_manager.function.reserved_concurrent_executions == 0:
@@ -223,6 +224,7 @@ def handle_message(self, message: dict) -> None:
                 elif not has_enough_time_for_retry(sqs_invocation, event_invoke_config):
                     failure_cause = "EventAgeExceeded"
                     status = FunctionStatus.event_age_exceeded_error
+
                 if failure_cause:
                     invocation_result = InvocationResult(
                         is_error=True, request_id=invocation.request_id, payload=None, logs=None
@@ -240,14 +242,14 @@ def handle_message(self, message: dict) -> None:
                 sqs_client.delete_message(
                     QueueUrl=self.event_queue_url, ReceiptHandle=message["ReceiptHandle"]
                 )
-                # status MUST be set before returning
-                package_type = self.version_manager.function_version.config.package_type
+                assert status, "status MUST be set before returning"
                 function_counter.labels(
                     operation=FunctionOperation.invoke,
                     runtime=runtime or "n/a",
                     status=status,
                     invocation_type=InvocationType.Event,
-                    package_type=package_type,
+                    package_type=function_config.package_type,
+                    initialization_type=initialization_type,
                 ).increment()
 
             # Good summary blogpost: https://haithai91.medium.com/aws-lambdas-retry-behaviors-edff90e1cf1b
@@ -257,6 +259,8 @@ def handle_message(self, message: dict) -> None:
             if event_invoke_config and event_invoke_config.maximum_retry_attempts is not None:
                 max_retry_attempts = event_invoke_config.maximum_retry_attempts
 
+            assert invocation_result, "Invocation result MUST exist if we are not returning before"
+
             # An invocation error either leads to a terminal failure or to a scheduled retry
             if invocation_result.is_error:  # invocation error
                 failure_cause = None
diff --git a/localstack-core/localstack/services/lambda_/invocation/lambda_service.py b/localstack-core/localstack/services/lambda_/invocation/lambda_service.py
index 3b373b944124c..20d88d6dfd664 100644
--- a/localstack-core/localstack/services/lambda_/invocation/lambda_service.py
+++ b/localstack-core/localstack/services/lambda_/invocation/lambda_service.py
@@ -29,6 +29,7 @@
 from localstack.constants import AWS_REGION_US_EAST_1
 from localstack.services.lambda_ import hooks as lambda_hooks
 from localstack.services.lambda_.analytics import (
+    FunctionInitializationType,
     FunctionOperation,
     FunctionStatus,
     function_counter,
@@ -313,6 +314,12 @@ def invoke(
             raise ResourceNotFoundException(f"Function not found: {invoked_arn}", Type="User")
         runtime = version.config.runtime or "n/a"
         package_type = version.config.package_type
+        # Not considering provisioned concurrency for such early errors
+        initialization_type = (
+            FunctionInitializationType.lambda_managed_instances
+            if version.config.CapacityProviderConfig
+            else FunctionInitializationType.on_demand
+        )
         if version.config.CapacityProviderConfig and qualifier == "$LATEST":
             if function.versions.get("$LATEST.PUBLISHED"):
                 raise InvalidParameterValueException(
@@ -355,6 +362,7 @@ def invoke(
                 status=status,
                 invocation_type=invocation_type,
                 package_type=package_type,
+                initialization_type=initialization_type,
             ).increment()
             raise ResourceConflictException(
                 f"The operation cannot be performed at this time. The function is currently in the following state: {state}"
@@ -373,6 +381,7 @@ def invoke(
                     status=FunctionStatus.invalid_payload_error,
                     invocation_type=invocation_type,
                     package_type=package_type,
+                    initialization_type=initialization_type,
                 ).increment()
                 # MAYBE: improve parity of detailed exception message (quite cumbersome)
                 raise InvalidRequestContentException(
@@ -417,12 +426,14 @@ def invoke(
             if invocation_result.is_error
             else FunctionStatus.success
         )
+        # TODO: handle initialization_type provisioned-concurrency, requires enriching invocation_result
         function_counter.labels(
             operation=FunctionOperation.invoke,
             runtime=runtime,
             status=status,
             invocation_type=invocation_type,
             package_type=package_type,
+            initialization_type=initialization_type,
         ).increment()
         return invocation_result
 
diff --git a/localstack-core/localstack/services/lambda_/provider.py b/localstack-core/localstack/services/lambda_/provider.py
index 3e551a7326844..fe66f3a5aa5d5 100644
--- a/localstack-core/localstack/services/lambda_/provider.py
+++ b/localstack-core/localstack/services/lambda_/provider.py
@@ -158,6 +158,7 @@
 from localstack.services.lambda_ import api_utils
 from localstack.services.lambda_ import hooks as lambda_hooks
 from localstack.services.lambda_.analytics import (
+    FunctionInitializationType,
     FunctionOperation,
     FunctionStatus,
     function_counter,
@@ -1169,12 +1170,18 @@ def create_function(
                 )
             fn.versions["$LATEST"] = version_post_response or version
             state.functions[function_name] = fn
+        initialization_type = (
+            FunctionInitializationType.lambda_managed_instances
+            if capacity_provider_config
+            else FunctionInitializationType.on_demand
+        )
         function_counter.labels(
             operation=FunctionOperation.create,
             runtime=runtime or "n/a",
             status=FunctionStatus.success,
             invocation_type="n/a",
             package_type=package_type,
+            initialization_type=initialization_type,
         )
         # TODO: consider potential other side effects of not having a function version for $LATEST
         # Provisioning happens upon publishing for functions using a capacity provider
diff --git a/localstack-core/localstack/testing/aws/lambda_utils.py b/localstack-core/localstack/testing/aws/lambda_utils.py
index 929ba0fed1fa5..77fee7488f34a 100644
--- a/localstack-core/localstack/testing/aws/lambda_utils.py
+++ b/localstack-core/localstack/testing/aws/lambda_utils.py
@@ -261,7 +261,7 @@ def _concurrency_update_done():
 
 def get_invoke_init_type(
     client, function_name, qualifier
-) -> Literal["on-demand", "provisioned-concurrency"]:
+) -> Literal["on-demand", "provisioned-concurrency", "lambda-managed-instances"]:
     """check the environment in the lambda for AWS_LAMBDA_INITIALIZATION_TYPE indicating ondemand/provisioned"""
     invoke_result = client.invoke(FunctionName=function_name, Qualifier=qualifier)
     return json.load(invoke_result["Payload"])

From 73cbd129ae9fba02d206e1d74b56763f10dbbbf9 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Cristopher=20Pinz=C3=B3n?=
 <18080804+pinzon@users.noreply.github.com>
Date: Tue, 9 Dec 2025 15:50:22 -0500
Subject: [PATCH 451/697] CFnV2: Add support for List<AWS::EC2::SubnetId>
 parameter (#13473)

---
 .../engine/v2/change_set_model_preproc.py     |  4 ++-
 .../cloudformation/api/test_stacks.py         | 31 +++++++++++++++++--
 .../api/test_stacks.snapshot.json             |  8 +++++
 .../api/test_stacks.validation.json           |  9 ++++++
 .../cloudformation/engine/test_mappings.py    |  2 +-
 .../cfn_parameter_list_subnet_id_type.yaml    | 12 +++++++
 6 files changed, 62 insertions(+), 4 deletions(-)
 create mode 100644 tests/aws/templates/cfn_parameter_list_subnet_id_type.yaml

diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
index 6a75e937e7fcd..74de2bf88ddb2 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
@@ -1069,7 +1069,9 @@ def visit_node_parameter(self, node_parameter: NodeParameter) -> PreprocEntityDe
 
         def _resolve_parameter_type(value: str, type_: str) -> Any:
             match type_:
-                case "List<String>" | "CommaDelimitedList":
+                case s if re.match(r"List<[^>]+>", s):
+                    return [item.strip() for item in value.split(",")]
+                case "CommaDelimitedList":
                     return [item.strip() for item in value.split(",")]
                 case "Number":
                     # TODO: validate the parameter type at template parse time (or whatever is in parity with AWS) so we know this cannot fail
diff --git a/tests/aws/services/cloudformation/api/test_stacks.py b/tests/aws/services/cloudformation/api/test_stacks.py
index f33e204dd1dce..becc58e9d3241 100644
--- a/tests/aws/services/cloudformation/api/test_stacks.py
+++ b/tests/aws/services/cloudformation/api/test_stacks.py
@@ -703,8 +703,6 @@ def test_events_resource_types(deploy_cfn_template, snapshot, aws_client):
 
 @markers.aws.validated
 def test_list_parameter_type(aws_client, deploy_cfn_template, cleanups):
-    stack_name = f"test-stack-{short_uid()}"
-    cleanups.append(lambda: aws_client.cloudformation.delete_stack(StackName=stack_name))
     stack = deploy_cfn_template(
         template_path=os.path.join(
             os.path.dirname(__file__), "../../../templates/cfn_parameter_list_type.yaml"
@@ -717,6 +715,35 @@ def test_list_parameter_type(aws_client, deploy_cfn_template, cleanups):
     assert stack.outputs["ParamValue"] == "foo|bar"
 
 
+@markers.aws.validated
+def test_subnet_id_parameter_type(aws_client, deploy_cfn_template, cleanups, snapshot):
+    vpc_id = aws_client.ec2.create_vpc(CidrBlock="10.0.0.0/16")["Vpc"]["VpcId"]
+    cleanups.append(lambda: aws_client.ec2.delete_vpc(VpcId=vpc_id))
+    aws_client.ec2.get_waiter("vpc_available").wait(VpcIds=[vpc_id])
+    subnet_id_1 = aws_client.ec2.create_subnet(VpcId=vpc_id, CidrBlock="10.0.0.0/24")["Subnet"][
+        "SubnetId"
+    ]
+    cleanups.append(lambda: aws_client.ec2.delete_subnet(SubnetId=subnet_id_1))
+    subnet_id_2 = aws_client.ec2.create_subnet(VpcId=vpc_id, CidrBlock="10.0.1.0/24")["Subnet"][
+        "SubnetId"
+    ]
+    cleanups.append(lambda: aws_client.ec2.delete_subnet(SubnetId=subnet_id_2))
+
+    subnets_list = ",".join([subnet_id_1, subnet_id_2])
+    stack = deploy_cfn_template(
+        template_path=os.path.join(
+            os.path.dirname(__file__), "../../../templates/cfn_parameter_list_subnet_id_type.yaml"
+        ),
+        parameters={
+            "ParamsList": subnets_list,
+        },
+    )
+
+    snapshot.add_transformer(snapshot.transform.regex(subnet_id_1, "subnet-id-1"))
+    snapshot.add_transformer(snapshot.transform.regex(subnet_id_2, "subnet-id-2"))
+    snapshot.match("outputs", stack.outputs)
+
+
 @markers.aws.validated
 @pytest.mark.skipif(condition=not is_aws_cloud(), reason="rollback not implemented")
 def test_blocked_stack_deletion(aws_client, cleanups, snapshot):
diff --git a/tests/aws/services/cloudformation/api/test_stacks.snapshot.json b/tests/aws/services/cloudformation/api/test_stacks.snapshot.json
index 79bc8451a9796..de702011a9e58 100644
--- a/tests/aws/services/cloudformation/api/test_stacks.snapshot.json
+++ b/tests/aws/services/cloudformation/api/test_stacks.snapshot.json
@@ -4342,5 +4342,13 @@
     "recorded-content": {
       "stack_create_ec2": "An error occurred (ValidationError) when calling the CreateStack operation: Template format error: unsupported structure."
     }
+  },
+  "tests/aws/services/cloudformation/api/test_stacks.py::test_subnet_id_parameter_type": {
+    "recorded-date": "08-12-2025, 15:18:37",
+    "recorded-content": {
+      "outputs": {
+        "ParamValue": "subnet-id-1|subnet-id-2"
+      }
+    }
   }
 }
diff --git a/tests/aws/services/cloudformation/api/test_stacks.validation.json b/tests/aws/services/cloudformation/api/test_stacks.validation.json
index adab0cbddb4a3..fb734e04fbccd 100644
--- a/tests/aws/services/cloudformation/api/test_stacks.validation.json
+++ b/tests/aws/services/cloudformation/api/test_stacks.validation.json
@@ -215,6 +215,15 @@
   "tests/aws/services/cloudformation/api/test_stacks.py::test_stack_resource_not_found": {
     "last_validated_date": "2025-01-29T09:08:15+00:00"
   },
+  "tests/aws/services/cloudformation/api/test_stacks.py::test_subnet_id_parameter_type": {
+    "last_validated_date": "2025-12-08T15:18:43+00:00",
+    "durations_in_seconds": {
+      "setup": 0.45,
+      "call": 13.02,
+      "teardown": 6.25,
+      "total": 19.72
+    }
+  },
   "tests/aws/services/cloudformation/api/test_stacks.py::test_update_termination_protection": {
     "last_validated_date": "2023-01-04T15:23:22+00:00"
   },
diff --git a/tests/aws/services/cloudformation/engine/test_mappings.py b/tests/aws/services/cloudformation/engine/test_mappings.py
index 26052e60e3f0a..f1b8c443a0509 100644
--- a/tests/aws/services/cloudformation/engine/test_mappings.py
+++ b/tests/aws/services/cloudformation/engine/test_mappings.py
@@ -43,7 +43,7 @@ def test_simple_mapping_working(self, aws_client, deploy_cfn_template):
         ]
 
     @markers.aws.validated
-    @pytest.mark.skip(reason="not implemented")
+    @skip_if_legacy_engine()
     def test_mapping_with_nonexisting_key(self, aws_client, cleanups, snapshot):
         """
         Tries to deploy a resource with a dependency on a mapping key
diff --git a/tests/aws/templates/cfn_parameter_list_subnet_id_type.yaml b/tests/aws/templates/cfn_parameter_list_subnet_id_type.yaml
new file mode 100644
index 0000000000000..eebeb6b947c96
--- /dev/null
+++ b/tests/aws/templates/cfn_parameter_list_subnet_id_type.yaml
@@ -0,0 +1,12 @@
+Parameters:
+  ParamsList:
+    Type: List<AWS::EC2::Subnet::Id>
+Resources:
+  MyParam:
+    Type: AWS::SSM::Parameter
+    Properties:
+      Type: String
+      Value: !Join ["|", !Ref ParamsList]
+Outputs:
+  ParamValue:
+    Value: !GetAtt MyParam.Value

From 43e807490b1e0be23aff58cea464763f37b1d1fe Mon Sep 17 00:00:00 2001
From: Mathieu Cloutier <79954947+cloutierMat@users.noreply.github.com>
Date: Tue, 9 Dec 2025 15:17:31 -0700
Subject: [PATCH 452/697] ecs/add service principal (#13474)

---
 localstack-core/localstack/utils/aws/client_types.py | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/localstack-core/localstack/utils/aws/client_types.py b/localstack-core/localstack/utils/aws/client_types.py
index 6dd92e1fc55bf..cbabcc568b8e9 100644
--- a/localstack-core/localstack/utils/aws/client_types.py
+++ b/localstack-core/localstack/utils/aws/client_types.py
@@ -277,6 +277,8 @@ class ServicePrincipal(str):
     appsync = "appsync"
     cloudformation = "cloudformation"
     dms = "dms"
+    ecs = "ecs"
+    ecs_tasks = "ecs-tasks"
     edgelambda = "edgelambda"
     elasticloadbalancing = "elasticloadbalancing"
     events = "events"

From fe9daa518bba733ffd756dcb40ac456f32af6465 Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Wed, 10 Dec 2025 09:22:30 +0100
Subject: [PATCH 453/697] upgrade aws-sam-translator (#13490)

---
 pyproject.toml            |  3 ++-
 requirements-dev.txt      | 10 ++++------
 requirements-runtime.txt  |  8 +++-----
 requirements-test.txt     | 10 ++++------
 requirements-typehint.txt | 10 ++++------
 5 files changed, 17 insertions(+), 24 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 97267b49ea62e..e6b37c3dc2cd5 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -87,7 +87,8 @@ runtime = [
     # antlr4-python3-runtime: exact pin because antlr4 runtime is tightly coupled to the generated parser code
     "antlr4-python3-runtime==4.13.2",
     "apispec>=5.1.1",
-    "aws-sam-translator>=1.15.1",
+    # pinning it to a higher version than what moto-ext requires
+    "aws-sam-translator>=1.105.0",
     "crontab>=0.22.6",
     "cryptography>=41.0.5",
     "jinja2>=3.1.6",
diff --git a/requirements-dev.txt b/requirements-dev.txt
index 420906317b59a..4870de992b68e 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -37,11 +37,10 @@ aws-cdk-cloud-assembly-schema==48.20.0
     # via aws-cdk-lib
 aws-cdk-lib==2.232.1
     # via localstack-core
-aws-sam-translator==1.103.0
+aws-sam-translator==1.105.0
     # via
     #   cfn-lint
     #   localstack-core
-    #   moto-ext
 aws-xray-sdk==2.15.0
     # via moto-ext
 awscli==1.43.10
@@ -81,7 +80,7 @@ cffi==2.0.0
     # via cryptography
 cfgv==3.5.0
     # via pre-commit
-cfn-lint==1.41.0
+cfn-lint==1.42.1
     # via moto-ext
 charset-normalizer==3.4.4
     # via requests
@@ -201,7 +200,7 @@ joserfc==1.5.0
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core
-jsii==1.120.0
+jsii==1.121.0
     # via
     #   aws-cdk-asset-awscli-v1
     #   aws-cdk-asset-node-proxy-agent-v6
@@ -354,11 +353,10 @@ pyasn1==0.6.1
     # via rsa
 pycparser==2.23
     # via cffi
-pydantic==2.12.4
+pydantic==2.12.5
     # via
     #   aws-sam-translator
     #   localstack-core
-    #   moto-ext
 pydantic-core==2.41.5
     # via pydantic
 pygments==2.19.2
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index 20c18771f741a..2f2dea787c5cf 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -25,11 +25,10 @@ attrs==25.4.0
     #   jsonschema
     #   localstack-twisted
     #   referencing
-aws-sam-translator==1.103.0
+aws-sam-translator==1.105.0
     # via
     #   cfn-lint
     #   localstack-core (pyproject.toml)
-    #   moto-ext
 aws-xray-sdk==2.15.0
     # via moto-ext
 awscli==1.43.10
@@ -63,7 +62,7 @@ certifi==2025.11.12
     #   requests
 cffi==2.0.0
     # via cryptography
-cfn-lint==1.41.0
+cfn-lint==1.42.1
     # via moto-ext
 charset-normalizer==3.4.4
     # via requests
@@ -249,11 +248,10 @@ pyasn1==0.6.1
     # via rsa
 pycparser==2.23
     # via cffi
-pydantic==2.12.4
+pydantic==2.12.5
     # via
     #   aws-sam-translator
     #   localstack-core (pyproject.toml)
-    #   moto-ext
 pydantic-core==2.41.5
     # via pydantic
 pygments==2.19.2
diff --git a/requirements-test.txt b/requirements-test.txt
index b1da8e6d37ec1..9930efe22d3cf 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -37,11 +37,10 @@ aws-cdk-cloud-assembly-schema==48.20.0
     # via aws-cdk-lib
 aws-cdk-lib==2.232.1
     # via localstack-core (pyproject.toml)
-aws-sam-translator==1.103.0
+aws-sam-translator==1.105.0
     # via
     #   cfn-lint
     #   localstack-core
-    #   moto-ext
 aws-xray-sdk==2.15.0
     # via moto-ext
 awscli==1.43.10
@@ -79,7 +78,7 @@ certifi==2025.11.12
     #   requests
 cffi==2.0.0
     # via cryptography
-cfn-lint==1.41.0
+cfn-lint==1.42.1
     # via moto-ext
 charset-normalizer==3.4.4
     # via requests
@@ -182,7 +181,7 @@ joserfc==1.5.0
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core
-jsii==1.120.0
+jsii==1.121.0
     # via
     #   aws-cdk-asset-awscli-v1
     #   aws-cdk-asset-node-proxy-agent-v6
@@ -311,11 +310,10 @@ pyasn1==0.6.1
     # via rsa
 pycparser==2.23
     # via cffi
-pydantic==2.12.4
+pydantic==2.12.5
     # via
     #   aws-sam-translator
     #   localstack-core
-    #   moto-ext
 pydantic-core==2.41.5
     # via pydantic
 pygments==2.19.2
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index 04a1b07d14b33..d489c6ee37713 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -37,11 +37,10 @@ aws-cdk-cloud-assembly-schema==48.20.0
     # via aws-cdk-lib
 aws-cdk-lib==2.232.1
     # via localstack-core
-aws-sam-translator==1.103.0
+aws-sam-translator==1.105.0
     # via
     #   cfn-lint
     #   localstack-core
-    #   moto-ext
 aws-xray-sdk==2.15.0
     # via moto-ext
 awscli==1.43.10
@@ -85,7 +84,7 @@ cffi==2.0.0
     # via cryptography
 cfgv==3.5.0
     # via pre-commit
-cfn-lint==1.41.0
+cfn-lint==1.42.1
     # via moto-ext
 charset-normalizer==3.4.4
     # via requests
@@ -205,7 +204,7 @@ joserfc==1.5.0
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core
-jsii==1.120.0
+jsii==1.121.0
     # via
     #   aws-cdk-asset-awscli-v1
     #   aws-cdk-asset-node-proxy-agent-v6
@@ -558,11 +557,10 @@ pyasn1==0.6.1
     # via rsa
 pycparser==2.23
     # via cffi
-pydantic==2.12.4
+pydantic==2.12.5
     # via
     #   aws-sam-translator
     #   localstack-core
-    #   moto-ext
 pydantic-core==2.41.5
     # via pydantic
 pygments==2.19.2

From ea9c54cffa9c4fb12085a9dff7a6c50a44d06a32 Mon Sep 17 00:00:00 2001
From: Anisa Oshafi <anisaoshafi@gmail.com>
Date: Wed, 10 Dec 2025 12:50:40 +0100
Subject: [PATCH 454/697] ESM: add '$LATEST.PUBLISHED' support for Lambda
 Managed Instances (#13493)

---
 localstack-core/localstack/services/lambda_/provider.py | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/localstack-core/localstack/services/lambda_/provider.py b/localstack-core/localstack/services/lambda_/provider.py
index fe66f3a5aa5d5..62f187149b331 100644
--- a/localstack-core/localstack/services/lambda_/provider.py
+++ b/localstack-core/localstack/services/lambda_/provider.py
@@ -2258,6 +2258,9 @@ def validate_event_source_mapping(self, context, request):
                     raise Exception("unknown version")  # TODO: cover via test
             elif qualifier == "$LATEST":
                 pass
+            elif qualifier == "$LATEST.PUBLISHED":
+                if fn.versions.get(qualifier):
+                    pass
             else:
                 raise Exception("invalid functionname")  # TODO: cover via test
             fn_arn = api_utils.qualified_lambda_arn(function_name, qualifier, account, region)

From 1b29f693a01ad9156f01cc07a3f7fabedf100f46 Mon Sep 17 00:00:00 2001
From: Anastasia Dusak <61540676+k-a-il@users.noreply.github.com>
Date: Wed, 10 Dec 2025 13:31:55 +0100
Subject: [PATCH 455/697] IaC: Enable parity metrics to be captured during
 release (#13494)

---
 .github/workflows/aws-tests.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/aws-tests.yml b/.github/workflows/aws-tests.yml
index e2779e014f51c..11f86fcfead9e 100644
--- a/.github/workflows/aws-tests.yml
+++ b/.github/workflows/aws-tests.yml
@@ -972,7 +972,7 @@ jobs:
 
   capture-not-implemented:
     name: "Capture Not Implemented"
-    if: ${{ !inputs.onlyAcceptanceTests && ( github.ref == 'refs/heads/main' || startsWith(github.ref, 'refs/tags/v') ) }}
+    if: ${{ (!inputs.onlyAcceptanceTests && github.ref == 'refs/heads/main') || startsWith(github.ref, 'refs/tags/v') }}
     runs-on: ubuntu-latest
     needs: build
     env:

From 16356f0a02cd03d6f0c3d471f04be93825f072bf Mon Sep 17 00:00:00 2001
From: Misha Tiurin <650819+tiurin@users.noreply.github.com>
Date: Wed, 10 Dec 2025 15:37:36 +0100
Subject: [PATCH 456/697] SFN:TestState: Fix hardcoded region in test state's
 context object test (#13489)

Fix flaky test (MA/MR).

The queue url in io_sqs_service_task_wait.json5 was hardcoded to us-east-2. When this region is randomly selected by MA/MR pipeline it gets transformed to <region> but the recorded value is us-east-2 since the snapshot was recorded against different region.

Formats queueUrl value to always match the region that tests are executed against.
---
 .../statemachines/io_sqs_service_task_wait.json5          | 4 ++--
 .../v2/test_state/test_state_context_object.py            | 5 +++++
 .../v2/test_state/test_state_context_object.snapshot.json | 4 ++--
 .../test_state/test_state_context_object.validation.json  | 8 ++++----
 4 files changed, 13 insertions(+), 8 deletions(-)

diff --git a/tests/aws/services/stepfunctions/templates/test_state/statemachines/io_sqs_service_task_wait.json5 b/tests/aws/services/stepfunctions/templates/test_state/statemachines/io_sqs_service_task_wait.json5
index df9d161c31491..ac1e3fdbe0ac2 100644
--- a/tests/aws/services/stepfunctions/templates/test_state/statemachines/io_sqs_service_task_wait.json5
+++ b/tests/aws/services/stepfunctions/templates/test_state/statemachines/io_sqs_service_task_wait.json5
@@ -3,7 +3,7 @@
     "Type": "Task",
     "Resource": "arn:aws:states:::sqs:sendMessage.waitForTaskToken",
     "Parameters": {
-        "QueueUrl": "https://sqs.us-east-2.amazonaws.com/123456789012/myQueue",
+        "QueueUrl": "__QUEUE_URL__",
         "MessageBody": {
             "Message": "Hello from Step Functions!",
             "TaskToken.$": "$$.Task.Token"
@@ -11,4 +11,4 @@
     },
     "ResultPath": "$.SQS",
     "Next": "NEXT_STATE"
-}
\ No newline at end of file
+}
diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py b/tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py
index a5f0559951a43..8498ccaea94dc 100644
--- a/tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py
@@ -99,12 +99,17 @@ def test_state_task_context_object(
     def test_state_wait_task_context_object(
         self,
         aws_client_no_sync_prefix,
+        account_id,
+        region_name,
         sfn_snapshot,
     ):
         state_template = TST.load_sfn_template(
             TST.IO_SQS_SERVICE_TASK_WAIT,
         )
 
+        sqs_queue_url = f"https://sqs.{region_name}.amazonaws.com/{account_id}/test-queue"
+        state_template["Parameters"]["QueueUrl"] = sqs_queue_url
+
         definition = json.dumps(state_template)
         mocked_result = json.dumps({"pokemon": ["charizard", "pikachu", "bulbasaur"]})
 
diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.snapshot.json b/tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.snapshot.json
index 6639717be6918..4c77205196992 100644
--- a/tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.snapshot.json
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.snapshot.json
@@ -333,13 +333,13 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py::TestStateContextObject::test_state_wait_task_context_object": {
-    "recorded-date": "03-12-2025, 18:51:49",
+    "recorded-date": "09-12-2025, 11:42:20",
     "recorded-content": {
       "test_case_response": {
         "inspectionData": {
           "afterInputPath": {},
           "afterParameters": {
-            "QueueUrl": "https://sqs.us-east-2.amazonaws.com/123456789012/myQueue",
+            "QueueUrl": "https://sqs.<region>.amazonaws.com/111111111111/test-queue",
             "MessageBody": {
               "Message": "Hello from Step Functions!",
               "TaskToken": "abcd123"
diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.validation.json b/tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.validation.json
index a5a6bf4aee756..d3aea0013582c 100644
--- a/tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.validation.json
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.validation.json
@@ -126,12 +126,12 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_state_context_object.py::TestStateContextObject::test_state_wait_task_context_object": {
-    "last_validated_date": "2025-12-03T18:51:49+00:00",
+    "last_validated_date": "2025-12-09T11:42:20+00:00",
     "durations_in_seconds": {
-      "setup": 0.0,
-      "call": 0.19,
+      "setup": 0.48,
+      "call": 0.62,
       "teardown": 0.0,
-      "total": 0.19
+      "total": 1.1
     }
   }
 }

From c92c8e2a726fa3a062e06f2a150c688ad99d7c81 Mon Sep 17 00:00:00 2001
From: Misha Tiurin <650819+tiurin@users.noreply.github.com>
Date: Wed, 10 Dec 2025 15:38:12 +0100
Subject: [PATCH 457/697] SFN:TestState: Add mock result validations for Map
 state (#13492)

Adds validations conditioned by the presence of ResultWriter field.

Refactors existing validations to reuse mock parsing and reduce nested `if` blocks.
---
 .../test_state/test_state_analyser.py         | 238 ++++++++++--------
 .../base_map_state_result_writer.json5        |  32 +++
 .../test_state/test_state_templates.py        |   3 +
 .../test_state/test_state_mock_validation.py  |  34 +++
 .../test_state_mock_validation.snapshot.json  |  52 +++-
 ...test_state_mock_validation.validation.json |  62 +++--
 6 files changed, 279 insertions(+), 142 deletions(-)
 create mode 100644 tests/aws/services/stepfunctions/templates/test_state/statemachines/base_map_state_result_writer.json5

diff --git a/localstack-core/localstack/services/stepfunctions/asl/static_analyser/test_state/test_state_analyser.py b/localstack-core/localstack/services/stepfunctions/asl/static_analyser/test_state/test_state_analyser.py
index 3540a1603652e..c7340b300acee 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/static_analyser/test_state/test_state_analyser.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/static_analyser/test_state/test_state_analyser.py
@@ -109,9 +109,28 @@ def validate_mock(test_state_input: TestStateInput) -> None:
                 "A test mock should have only one of the following fields: [result, errorOutput]."
             )
 
-        TestStateStaticAnalyser.validate_mock_result_matches_api_shape(
-            mock_input=mock_input, test_state=test_state
-        )
+        mock_result_raw = mock_input.get("result")
+        if mock_result_raw is None:
+            return
+        try:
+            mock_result = json.loads(mock_result_raw)
+        except json.JSONDecodeError:
+            raise ValidationException("Mocked result must be valid JSON")
+
+        if isinstance(test_state, StateMap):
+            TestStateStaticAnalyser.validate_mock_result_matches_map_definition(
+                mock_result=mock_result, test_state=test_state
+            )
+
+        if isinstance(test_state, StateTaskService):
+            field_validation_mode = mock_input.get(
+                "fieldValidationMode", MockResponseValidationMode.STRICT
+            )
+            TestStateStaticAnalyser.validate_mock_result_matches_api_shape(
+                mock_result=mock_result,
+                field_validation_mode=field_validation_mode,
+                test_state=test_state,
+            )
 
     @staticmethod
     def validate_test_state_allows_mocking(
@@ -130,7 +149,19 @@ def validate_test_state_allows_mocking(
             )
 
     @staticmethod
-    def validate_mock_result_matches_api_shape(mock_input: MockInput, test_state: CommonStateField):
+    def validate_mock_result_matches_map_definition(mock_result: Any, test_state: StateMap):
+        if test_state.result_writer is not None and not isinstance(mock_result, dict):
+            raise ValidationException("Mocked result must be a JSON object.")
+
+        if test_state.result_writer is None and not isinstance(mock_result, list):
+            raise ValidationException("Mocked result must be an array.")
+
+    @staticmethod
+    def validate_mock_result_matches_api_shape(
+        mock_result: Any,
+        field_validation_mode: MockResponseValidationMode,
+        test_state: StateTaskService,
+    ):
         # apigateway:invoke: has no equivalent in the AWS SDK service integration.
         # Hence, the validation against botocore doesn't apply.
         # See the note in https://docs.aws.amazon.com/step-functions/latest/dg/connect-api-gateway.html
@@ -138,119 +169,106 @@ def validate_mock_result_matches_api_shape(mock_input: MockInput, test_state: Co
         if isinstance(test_state, StateTaskServiceApiGateway):
             return
 
-        if isinstance(test_state, StateTaskService):
-            field_validation_mode = mock_input.get(
-                "fieldValidationMode", MockResponseValidationMode.STRICT
+        if field_validation_mode == MockResponseValidationMode.NONE:
+            return
+
+        boto_service_name = test_state._get_boto_service_name()
+        service_action_name = test_state._get_boto_service_action()
+        output_shape = test_state._get_boto_operation_model(
+            boto_service_name=boto_service_name, service_action_name=service_action_name
+        ).output_shape
+
+        # If the operation has no output, there's nothing to validate
+        if output_shape is None:
+            return
+
+        def _raise_type_error(expected_type: str, field_name: str) -> None:
+            raise ValidationException(
+                f"Mock result schema validation error: Field '{field_name}' must be {expected_type}"
             )
-            mock_result_raw = mock_input.get("result")
-            if mock_result_raw is None:
+
+        def _validate_value(value: Any, shape: Shape, field_name: str | None = None) -> None:
+            # Document type accepts any JSON value
+            if shape.type_name == "document":
                 return
-            try:
-                mock_result = json.loads(mock_result_raw)
-            except json.JSONDecodeError:
-                raise ValidationException("Mocked result must be valid JSON")
-            if mock_result is None or field_validation_mode == MockResponseValidationMode.NONE:
+
+            if isinstance(shape, StructureShape):
+                if not isinstance(value, dict):
+                    # this is a defensive check, the mock result is loaded from JSON before, so should always be a dict
+                    raise ValidationException(
+                        f"Mock result must be a valid JSON object, but got '{type(value)}' instead"
+                    )
+                # Build a mapping from SFN-normalised member keys -> botocore member shapes
+                members = shape.members
+                sfn_key_to_member_shape: dict[str, Shape] = {
+                    StateTaskService._to_sfn_cased(member_key): member_shape
+                    for member_key, member_shape in members.items()
+                }
+                if field_validation_mode == MockResponseValidationMode.STRICT:
+                    # Ensure required members are present, using SFN-normalised keys
+                    for required_key in shape.required_members:
+                        sfn_required_key = StateTaskService._to_sfn_cased(required_key)
+                        if sfn_required_key not in value:
+                            raise ValidationException(
+                                f"Mock result schema validation error: Required field '{sfn_required_key}' is missing"
+                            )
+                # Validate present fields (match SFN-normalised keys to member shapes)
+                for mock_field_name, mock_field_value in value.items():
+                    member_shape = sfn_key_to_member_shape.get(mock_field_name)
+                    if member_shape is None:
+                        # Fields that are present in mock but are not in the API spec should not raise validation errors - forward compatibility
+                        continue
+                    _validate_value(mock_field_value, member_shape, mock_field_name)
                 return
 
-            boto_service_name = test_state._get_boto_service_name()
-            service_action_name = test_state._get_boto_service_action()
-            output_shape = test_state._get_boto_operation_model(
-                boto_service_name=boto_service_name, service_action_name=service_action_name
-            ).output_shape
+            if isinstance(shape, ListShape):
+                if not isinstance(value, list):
+                    _raise_type_error("an array", field_name)
+                member_shape = shape.member
+                for list_item in value:
+                    _validate_value(list_item, member_shape, field_name)
+                return
 
-            # If the operation has no output, there's nothing to validate
-            if output_shape is None:
+            if isinstance(shape, MapShape):
+                if not isinstance(value, dict):
+                    _raise_type_error("an object", field_name)
+                value_shape = shape.value
+                for _, map_item_value in value.items():
+                    _validate_value(map_item_value, value_shape, field_name)
                 return
 
-            def _raise_type_error(expected_type: str, field_name: str) -> None:
-                raise ValidationException(
-                    f"Mock result schema validation error: Field '{field_name}' must be {expected_type}"
-                )
-
-            def _validate_value(value: Any, shape: Shape, field_name: str | None = None) -> None:
-                # Document type accepts any JSON value
-                if shape.type_name == "document":
-                    return
-
-                if isinstance(shape, StructureShape):
-                    if not isinstance(value, dict):
-                        # this is a defensive check, the mock result is loaded from JSON before, so should always be a dict
-                        raise ValidationException(
-                            f"Mock result must be a valid JSON object, but got '{type(value)}' instead"
-                        )
-                    # Build a mapping from SFN-normalised member keys -> botocore member shapes
-                    members = shape.members
-                    sfn_key_to_member_shape: dict[str, Shape] = {
-                        StateTaskService._to_sfn_cased(member_key): member_shape
-                        for member_key, member_shape in members.items()
-                    }
-                    if field_validation_mode == MockResponseValidationMode.STRICT:
-                        # Ensure required members are present, using SFN-normalised keys
-                        for required_key in shape.required_members:
-                            sfn_required_key = StateTaskService._to_sfn_cased(required_key)
-                            if sfn_required_key not in value:
-                                raise ValidationException(
-                                    f"Mock result schema validation error: Required field '{sfn_required_key}' is missing"
-                                )
-                    # Validate present fields (match SFN-normalised keys to member shapes)
-                    for mock_field_name, mock_field_value in value.items():
-                        member_shape = sfn_key_to_member_shape.get(mock_field_name)
-                        if member_shape is None:
-                            # Fields that are present in mock but are not in the API spec should not raise validation errors - forward compatibility
-                            continue
-                        _validate_value(mock_field_value, member_shape, mock_field_name)
-                    return
-
-                if isinstance(shape, ListShape):
-                    if not isinstance(value, list):
-                        _raise_type_error("an array", field_name)
-                    member_shape = shape.member
-                    for list_item in value:
-                        _validate_value(list_item, member_shape, field_name)
-                    return
-
-                if isinstance(shape, MapShape):
-                    if not isinstance(value, dict):
-                        _raise_type_error("an object", field_name)
-                    value_shape = shape.value
-                    for _, map_item_value in value.items():
-                        _validate_value(map_item_value, value_shape, field_name)
-                    return
-
-                # Primitive shapes and others
-                type_name = shape.type_name
-                match type_name:
-                    case "string" | "timestamp":
-                        if not isinstance(value, str):
-                            _raise_type_error("a string", field_name)
-                        # Validate enum if present
-                        if isinstance(shape, StringShape):
-                            enum = getattr(shape, "enum", None)
-                            if enum and value not in enum:
-                                raise ValidationException(
-                                    f"Mock result schema validation error: Field '{field_name}' is not an expected value"
-                                )
-
-                    case "integer" | "long":
-                        if not isinstance(value, int) or isinstance(value, bool):
-                            _raise_type_error("a number", field_name)
-
-                    case "float" | "double":
-                        if not (isinstance(value, (int, float)) or isinstance(value, bool)):
-                            _raise_type_error("a number", field_name)
-
-                    case "boolean":
-                        if not isinstance(value, bool):
-                            _raise_type_error("a boolean", field_name)
-
-                    case "blob":
-                        if not (isinstance(value, (str, bytes))):
-                            _raise_type_error("a string", field_name)
-
-            # Perform validation against the output shape
-            _validate_value(mock_result, output_shape)
-        # Non-service tasks or other cases: nothing to validate
-        return
+            # Primitive shapes and others
+            type_name = shape.type_name
+            match type_name:
+                case "string" | "timestamp":
+                    if not isinstance(value, str):
+                        _raise_type_error("a string", field_name)
+                    # Validate enum if present
+                    if isinstance(shape, StringShape):
+                        enum = getattr(shape, "enum", None)
+                        if enum and value not in enum:
+                            raise ValidationException(
+                                f"Mock result schema validation error: Field '{field_name}' is not an expected value"
+                            )
+
+                case "integer" | "long":
+                    if not isinstance(value, int) or isinstance(value, bool):
+                        _raise_type_error("a number", field_name)
+
+                case "float" | "double":
+                    if not (isinstance(value, (int, float)) or isinstance(value, bool)):
+                        _raise_type_error("a number", field_name)
+
+                case "boolean":
+                    if not isinstance(value, bool):
+                        _raise_type_error("a boolean", field_name)
+
+                case "blob":
+                    if not (isinstance(value, (str, bytes))):
+                        _raise_type_error("a string", field_name)
+
+        # Perform validation against the output shape
+        _validate_value(mock_result, output_shape)
 
     def analyse(self, definition: str) -> None:
         _, parser_rule_context = TestStateAmazonStateLanguageParser.parse(
diff --git a/tests/aws/services/stepfunctions/templates/test_state/statemachines/base_map_state_result_writer.json5 b/tests/aws/services/stepfunctions/templates/test_state/statemachines/base_map_state_result_writer.json5
new file mode 100644
index 0000000000000..3d62ea97cca7c
--- /dev/null
+++ b/tests/aws/services/stepfunctions/templates/test_state/statemachines/base_map_state_result_writer.json5
@@ -0,0 +1,32 @@
+{
+  "Comment": "BASE_MAP_STATE",
+  "Type": "Map",
+  "ItemsPath": "$.Values",
+  "ItemProcessor": {
+    "ProcessorConfig": {
+      "Mode": "DISTRIBUTED",
+      "ExecutionType": "STANDARD"
+    },
+    "StartAt": "TestState",
+    "States": {
+      "TestState": {
+        "Type": "Task",
+        "Resource": "arn:aws:states:::lambda:invoke",
+        "Parameters": {
+          "FunctionName": "foo",
+          "Payload": "bar"
+        },
+        "End": true
+      }
+    }
+  },
+  "ResultWriter": {
+    "Resource": "arn:aws:states:::s3:putObject",
+    "Parameters": {
+      "Bucket": "result-bucket",
+      "Prefix": "mapJobs"
+    }
+  },
+  "Label": "TestMap",
+  "End": true
+}
diff --git a/tests/aws/services/stepfunctions/templates/test_state/test_state_templates.py b/tests/aws/services/stepfunctions/templates/test_state/test_state_templates.py
index 02fabb648542e..b534f8859fe01 100644
--- a/tests/aws/services/stepfunctions/templates/test_state/test_state_templates.py
+++ b/tests/aws/services/stepfunctions/templates/test_state/test_state_templates.py
@@ -37,6 +37,9 @@ class TestStateTemplate(TemplateLoader):
     )
 
     BASE_MAP_STATE: Final[str] = os.path.join(_THIS_FOLDER, "statemachines/base_map_state.json5")
+    BASE_MAP_STATE_WITH_RESULT_WRITER: Final[str] = os.path.join(
+        _THIS_FOLDER, "statemachines/base_map_state_result_writer.json5"
+    )
     BASE_MAP_STATE_CATCH: Final[str] = os.path.join(
         _THIS_FOLDER, "statemachines/base_map_state_catch.json5"
     )
diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py b/tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py
index 5786882570c23..2b77f45cc1bb3 100644
--- a/tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py
@@ -103,3 +103,37 @@ def test_reveal_secrets_is_true_and_mock_result_is_set(
                 revealSecrets=True,
             )
         sfn_snapshot.match("validation_exception", e.value.response)
+
+    @markers.aws.validated
+    def test_mock_result_is_not_array_on_map_state_without_result_writer(
+        self,
+        aws_client_no_sync_prefix,
+        sfn_snapshot,
+    ):
+        template = TST.load_sfn_template(TST.BASE_MAP_STATE)
+        definition = json.dumps(template)
+        mock = {"result": json.dumps({"mock": "array is expected but object is provided instead"})}
+        with pytest.raises(Exception) as e:
+            aws_client_no_sync_prefix.stepfunctions.test_state(
+                definition=definition,
+                inspectionLevel=InspectionLevel.TRACE,
+                mock=mock,
+            )
+        sfn_snapshot.match("validation_exception", e.value.response)
+
+    @markers.aws.validated
+    def test_mock_result_is_not_object_on_map_state_with_result_writer(
+        self,
+        aws_client_no_sync_prefix,
+        sfn_snapshot,
+    ):
+        template = TST.load_sfn_template(TST.BASE_MAP_STATE_WITH_RESULT_WRITER)
+        definition = json.dumps(template)
+        mock = {"result": json.dumps(["object is expected but array is provided instead"])}
+        with pytest.raises(Exception) as e:
+            aws_client_no_sync_prefix.stepfunctions.test_state(
+                definition=definition,
+                inspectionLevel=InspectionLevel.TRACE,
+                mock=mock,
+            )
+        sfn_snapshot.match("validation_exception", e.value.response)
diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.snapshot.json b/tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.snapshot.json
index 6d8f85ae98185..56736211805be 100644
--- a/tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.snapshot.json
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.snapshot.json
@@ -1,6 +1,6 @@
 {
   "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_state_type_does_not_accept_mock[mock_result-PassState]": {
-    "recorded-date": "04-12-2025, 20:55:08",
+    "recorded-date": "10-12-2025, 00:28:08",
     "recorded-content": {
       "validation_exception": {
         "Error": {
@@ -16,7 +16,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_state_type_does_not_accept_mock[mock_result-FailState]": {
-    "recorded-date": "04-12-2025, 20:55:09",
+    "recorded-date": "10-12-2025, 00:28:09",
     "recorded-content": {
       "validation_exception": {
         "Error": {
@@ -32,7 +32,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_state_type_does_not_accept_mock[mock_result-SucceedState]": {
-    "recorded-date": "04-12-2025, 20:55:09",
+    "recorded-date": "10-12-2025, 00:28:09",
     "recorded-content": {
       "validation_exception": {
         "Error": {
@@ -48,7 +48,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_state_type_does_not_accept_mock[mock_error_output-PassState]": {
-    "recorded-date": "04-12-2025, 20:55:09",
+    "recorded-date": "10-12-2025, 00:28:09",
     "recorded-content": {
       "validation_exception": {
         "Error": {
@@ -64,7 +64,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_state_type_does_not_accept_mock[mock_error_output-FailState]": {
-    "recorded-date": "04-12-2025, 20:55:09",
+    "recorded-date": "10-12-2025, 00:28:09",
     "recorded-content": {
       "validation_exception": {
         "Error": {
@@ -80,7 +80,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_state_type_does_not_accept_mock[mock_error_output-SucceedState]": {
-    "recorded-date": "04-12-2025, 20:55:09",
+    "recorded-date": "10-12-2025, 00:28:09",
     "recorded-content": {
       "validation_exception": {
         "Error": {
@@ -96,7 +96,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_state_type_requires_mock[MapState]": {
-    "recorded-date": "04-12-2025, 20:55:10",
+    "recorded-date": "10-12-2025, 00:28:10",
     "recorded-content": {
       "validation_exception": {
         "Error": {
@@ -112,7 +112,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_state_type_requires_mock[MapTaskState]": {
-    "recorded-date": "04-12-2025, 20:55:10",
+    "recorded-date": "10-12-2025, 00:28:10",
     "recorded-content": {
       "validation_exception": {
         "Error": {
@@ -128,7 +128,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_both_mock_result_and_mock_error_output_are_set": {
-    "recorded-date": "04-12-2025, 20:55:10",
+    "recorded-date": "10-12-2025, 00:28:10",
     "recorded-content": {
       "validation_exception": {
         "Error": {
@@ -144,7 +144,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_reveal_secrets_is_true_and_mock_result_is_set": {
-    "recorded-date": "04-12-2025, 20:55:10",
+    "recorded-date": "10-12-2025, 00:28:10",
     "recorded-content": {
       "validation_exception": {
         "Error": {
@@ -158,5 +158,37 @@
         }
       }
     }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_mock_result_is_not_array_on_map_state_without_result_writer": {
+    "recorded-date": "10-12-2025, 00:28:10",
+    "recorded-content": {
+      "validation_exception": {
+        "Error": {
+          "Code": "ValidationException",
+          "Message": "Mocked result must be an array."
+        },
+        "message": "Mocked result must be an array.",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_mock_result_is_not_object_on_map_state_with_result_writer": {
+    "recorded-date": "10-12-2025, 00:28:11",
+    "recorded-content": {
+      "validation_exception": {
+        "Error": {
+          "Code": "ValidationException",
+          "Message": "Mocked result must be a JSON object."
+        },
+        "message": "Mocked result must be a JSON object.",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.validation.json b/tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.validation.json
index ec3061e8cc8dd..fbe92385940ce 100644
--- a/tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.validation.json
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.validation.json
@@ -1,15 +1,33 @@
 {
   "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_both_mock_result_and_mock_error_output_are_set": {
-    "last_validated_date": "2025-12-04T20:55:10+00:00",
+    "last_validated_date": "2025-12-10T00:28:10+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 0.19,
+      "call": 0.2,
       "teardown": 0.0,
-      "total": 0.19
+      "total": 0.2
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_mock_result_is_not_array_on_map_state_without_result_writer": {
+    "last_validated_date": "2025-12-10T00:28:10+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.2,
+      "teardown": 0.0,
+      "total": 0.2
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_mock_result_is_not_object_on_map_state_with_result_writer": {
+    "last_validated_date": "2025-12-10T00:28:11+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.22,
+      "teardown": 0.0,
+      "total": 0.22
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_reveal_secrets_is_true_and_mock_result_is_set": {
-    "last_validated_date": "2025-12-04T20:55:10+00:00",
+    "last_validated_date": "2025-12-10T00:28:10+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
       "call": 0.18,
@@ -18,7 +36,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_state_type_does_not_accept_mock[mock_error_output-FailState]": {
-    "last_validated_date": "2025-12-04T20:55:09+00:00",
+    "last_validated_date": "2025-12-10T00:28:09+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
       "call": 0.19,
@@ -27,7 +45,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_state_type_does_not_accept_mock[mock_error_output-PassState]": {
-    "last_validated_date": "2025-12-04T20:55:09+00:00",
+    "last_validated_date": "2025-12-10T00:28:09+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
       "call": 0.2,
@@ -36,43 +54,43 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_state_type_does_not_accept_mock[mock_error_output-SucceedState]": {
-    "last_validated_date": "2025-12-04T20:55:09+00:00",
+    "last_validated_date": "2025-12-10T00:28:09+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 0.19,
+      "call": 0.18,
       "teardown": 0.0,
-      "total": 0.19
+      "total": 0.18
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_state_type_does_not_accept_mock[mock_result-FailState]": {
-    "last_validated_date": "2025-12-04T20:55:09+00:00",
+    "last_validated_date": "2025-12-10T00:28:09+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 0.2,
+      "call": 0.22,
       "teardown": 0.0,
-      "total": 0.2
+      "total": 0.22
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_state_type_does_not_accept_mock[mock_result-PassState]": {
-    "last_validated_date": "2025-12-04T20:55:08+00:00",
+    "last_validated_date": "2025-12-10T00:28:08+00:00",
     "durations_in_seconds": {
-      "setup": 0.54,
+      "setup": 0.5,
       "call": 0.64,
       "teardown": 0.0,
-      "total": 1.18
+      "total": 1.14
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_state_type_does_not_accept_mock[mock_result-SucceedState]": {
-    "last_validated_date": "2025-12-04T20:55:09+00:00",
+    "last_validated_date": "2025-12-10T00:28:09+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 0.21,
+      "call": 0.22,
       "teardown": 0.0,
-      "total": 0.21
+      "total": 0.22
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_state_type_requires_mock[MapState]": {
-    "last_validated_date": "2025-12-04T20:55:10+00:00",
+    "last_validated_date": "2025-12-10T00:28:10+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
       "call": 0.19,
@@ -81,12 +99,12 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_state_type_requires_mock[MapTaskState]": {
-    "last_validated_date": "2025-12-04T20:55:10+00:00",
+    "last_validated_date": "2025-12-10T00:28:10+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 0.2,
+      "call": 0.21,
       "teardown": 0.0,
-      "total": 0.2
+      "total": 0.21
     }
   }
 }

From 1628b568737a6572b056680e168c7cb4b12ce8dc Mon Sep 17 00:00:00 2001
From: Joel Scheuner <joel.scheuner.dev@gmail.com>
Date: Thu, 11 Dec 2025 10:09:07 +0100
Subject: [PATCH 458/697] Skip failing DNS unit test (#13501)

---
 tests/unit/test_dns_server.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/tests/unit/test_dns_server.py b/tests/unit/test_dns_server.py
index 66366f7b03dc3..4c348e50f708b 100644
--- a/tests/unit/test_dns_server.py
+++ b/tests/unit/test_dns_server.py
@@ -176,6 +176,7 @@ def test_dns_server_soa_record_suffix_matching(self, dns_server, query_dns):
         assert "something.org." in answer.to_text()
         assert "noc.something.org." in answer.to_text()
 
+    @pytest.mark.skip(reason="failing as of 2025-12-11")
     def test_dns_server_subdomain_of_route(self, dns_server, query_dns):
         """Test querying a subdomain of a record entry without a wildcard"""
         # add ipv4 host

From b570b3ee2cf98ba084073f2774583eed4fb0ad38 Mon Sep 17 00:00:00 2001
From: "localstack[bot]" <localstack-bot@users.noreply.github.com>
Date: Thu, 11 Dec 2025 12:56:35 +0000
Subject: [PATCH 459/697] release version 4.12.0


From 2b704c1cba70cbf83f902f1dc288f1d140c28f8d Mon Sep 17 00:00:00 2001
From: "localstack[bot]" <localstack-bot@users.noreply.github.com>
Date: Thu, 11 Dec 2025 12:59:04 +0000
Subject: [PATCH 460/697] prepare next development iteration


From ca6b22b6b1fe926d47737dce2d50af103dd45de0 Mon Sep 17 00:00:00 2001
From: Peter Smith <peter.smith@localstack.cloud>
Date: Fri, 12 Dec 2025 05:58:38 +1300
Subject: [PATCH 461/697] SQS: Improve update support for CloudFormation
 handlers. (#13477)

---
 .../services/cloudformation/provider_utils.py |  20 ++
 .../localstack/services/sqs/constants.py      |   6 +
 .../localstack/services/sqs/provider.py       |   6 +-
 .../sqs/resource_providers/aws_sqs_queue.py   | 107 +++---
 .../cloudformation/api/test_stacks.py         |   1 +
 .../cloudformation/resources/test_sqs.py      | 143 --------
 .../resources/test_sqs.snapshot.json          | 119 -------
 .../resources/test_sqs.validation.json        |  26 --
 .../cloudformation/test_change_sets.py        |  10 +-
 .../sqs_fifo_queue_all_properties.yml         |  49 +++
 .../sqs_fifo_queue_required_properties.yml    |  17 +
 .../sqs_standard_queue_all_properties.yml     |  44 +++
 ...tandard_queue_all_properties_variant_1.yml |  43 +++
 ...tandard_queue_all_properties_variant_2.yml |  43 +++
 ...andard_queue_all_properties_with_error.yml |  45 +++
 .../sqs_standard_queue_no_resource.yml        |  18 +
 ...sqs_standard_queue_required_properties.yml |  14 +
 .../sqs_standard_queue_some_properties.yml    |  38 ++
 ...ard_queue_some_properties_without_name.yml |  21 ++
 .../templates/sqs_with_queuepolicy.yml}       |   3 +
 .../sqs_with_queuepolicy_updated.yml}         |   7 +-
 .../resource_providers/test_aws_sqs_queue.py  | 237 +++++++++++++
 .../test_aws_sqs_queue.snapshot.json          | 334 ++++++++++++++++++
 .../test_aws_sqs_queue.validation.json        |  83 +++++
 .../test_aws_sqs_queuepolicy.py               |  62 ++++
 .../test_aws_sqs_queuepolicy.snapshot.json    |  66 ++++
 .../test_aws_sqs_queuepolicy.validation.json  |  11 +
 tests/aws/services/sqs/test_sqs.py            |  23 ++
 tests/aws/services/sqs/test_sqs.snapshot.json | 134 +++++++
 .../aws/services/sqs/test_sqs.validation.json |  18 +
 .../templates/sqs_fifo_autogenerate_name.yaml |  22 --
 tests/aws/templates/sqs_fifo_queue.yml        |  18 -
 .../templates/sqs_queue_update_no_change.yml  |  29 --
 .../cloudformation/test_provider_utils.py     |  14 +
 34 files changed, 1417 insertions(+), 414 deletions(-)
 delete mode 100644 tests/aws/services/cloudformation/resources/test_sqs.py
 delete mode 100644 tests/aws/services/cloudformation/resources/test_sqs.snapshot.json
 delete mode 100644 tests/aws/services/cloudformation/resources/test_sqs.validation.json
 create mode 100644 tests/aws/services/sqs/resource_providers/templates/sqs_fifo_queue_all_properties.yml
 create mode 100644 tests/aws/services/sqs/resource_providers/templates/sqs_fifo_queue_required_properties.yml
 create mode 100644 tests/aws/services/sqs/resource_providers/templates/sqs_standard_queue_all_properties.yml
 create mode 100644 tests/aws/services/sqs/resource_providers/templates/sqs_standard_queue_all_properties_variant_1.yml
 create mode 100644 tests/aws/services/sqs/resource_providers/templates/sqs_standard_queue_all_properties_variant_2.yml
 create mode 100644 tests/aws/services/sqs/resource_providers/templates/sqs_standard_queue_all_properties_with_error.yml
 create mode 100644 tests/aws/services/sqs/resource_providers/templates/sqs_standard_queue_no_resource.yml
 create mode 100644 tests/aws/services/sqs/resource_providers/templates/sqs_standard_queue_required_properties.yml
 create mode 100644 tests/aws/services/sqs/resource_providers/templates/sqs_standard_queue_some_properties.yml
 create mode 100644 tests/aws/services/sqs/resource_providers/templates/sqs_standard_queue_some_properties_without_name.yml
 rename tests/aws/{templates/sqs_with_queuepolicy.yaml => services/sqs/resource_providers/templates/sqs_with_queuepolicy.yml} (87%)
 rename tests/aws/{templates/sqs_with_queuepolicy_updated.yaml => services/sqs/resource_providers/templates/sqs_with_queuepolicy_updated.yml} (73%)
 create mode 100644 tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.py
 create mode 100644 tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.snapshot.json
 create mode 100644 tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.validation.json
 create mode 100644 tests/aws/services/sqs/resource_providers/test_aws_sqs_queuepolicy.py
 create mode 100644 tests/aws/services/sqs/resource_providers/test_aws_sqs_queuepolicy.snapshot.json
 create mode 100644 tests/aws/services/sqs/resource_providers/test_aws_sqs_queuepolicy.validation.json
 delete mode 100644 tests/aws/templates/sqs_fifo_autogenerate_name.yaml
 delete mode 100644 tests/aws/templates/sqs_fifo_queue.yml
 delete mode 100644 tests/aws/templates/sqs_queue_update_no_change.yml

diff --git a/localstack-core/localstack/services/cloudformation/provider_utils.py b/localstack-core/localstack/services/cloudformation/provider_utils.py
index c87238a9ae86d..b48ce0b36f20a 100644
--- a/localstack-core/localstack/services/cloudformation/provider_utils.py
+++ b/localstack-core/localstack/services/cloudformation/provider_utils.py
@@ -275,6 +275,26 @@ def recursive_convert(obj):
     return recursive_convert(input_dict)
 
 
+def resource_tags_to_remove_or_update(
+    prev_tags: list[dict], new_tags: list[dict]
+) -> tuple[list[str], dict[str, str]]:
+    """
+    When updating resources that have tags, we need to determine which tags to remove and which to add/update,
+    as these are typically done in separate API calls. The format of prev_tags and new_tags is expected to
+    be [{ "Key": tagName, "Value": tagValue }, ...]. The return value will be a tuple of (tags_to_remove, tags_to_update),
+    where:
+    - tags_to_remove is a list of tag keys that are present in prev_tags but not in new_tags.
+    - tags_to_update is a dict of tags to add or update, with the format: { tagName: tagValue, ... }.
+    """
+    prev_tag_keys = [tag["Key"] for tag in prev_tags]
+    new_tag_keys = [tag["Key"] for tag in new_tags]
+    tags_to_remove = list(set(prev_tag_keys) - set(new_tag_keys))
+
+    # convert from list of dicts, to a single dict because that's what tag_queue APIs expect.
+    tags_to_update = {tag["Key"]: tag["Value"] for tag in new_tags}
+    return (tags_to_remove, tags_to_update)
+
+
 #  LocalStack specific utilities
 def get_schema_path(file_path: Path) -> dict:
     file_name_base = file_path.name.removesuffix(".py").removesuffix(".py.enc")
diff --git a/localstack-core/localstack/services/sqs/constants.py b/localstack-core/localstack/services/sqs/constants.py
index 83662a9262e79..8d3583d5f7520 100644
--- a/localstack-core/localstack/services/sqs/constants.py
+++ b/localstack-core/localstack/services/sqs/constants.py
@@ -31,6 +31,12 @@
     QueueAttributeName.QueueArn,
 ]
 
+#
+# If these attributes are set to their default values, they are effectively
+# deleted from the queue attributes and not returned in future calls to get_queue_attributes()
+#
+DELETE_IF_DEFAULT = {"KmsMasterKeyId": "", "KmsDataKeyReusePeriodSeconds": "300"}
+
 INVALID_STANDARD_QUEUE_ATTRIBUTES = [
     QueueAttributeName.FifoQueue,
     QueueAttributeName.ContentBasedDeduplication,
diff --git a/localstack-core/localstack/services/sqs/provider.py b/localstack-core/localstack/services/sqs/provider.py
index 9df6cb724d265..ee19a23428daf 100644
--- a/localstack-core/localstack/services/sqs/provider.py
+++ b/localstack-core/localstack/services/sqs/provider.py
@@ -1273,7 +1273,11 @@ def set_queue_attributes(
         for k, v in attributes.items():
             if k in sqs_constants.INTERNAL_QUEUE_ATTRIBUTES:
                 raise InvalidAttributeName(f"Unknown Attribute {k}.")
-            queue.attributes[k] = v
+            if k in sqs_constants.DELETE_IF_DEFAULT and v == sqs_constants.DELETE_IF_DEFAULT[k]:
+                if k in queue.attributes:
+                    del queue.attributes[k]
+            else:
+                queue.attributes[k] = v
 
         # Special cases
         if queue.attributes.get(QueueAttributeName.Policy) == "":
diff --git a/localstack-core/localstack/services/sqs/resource_providers/aws_sqs_queue.py b/localstack-core/localstack/services/sqs/resource_providers/aws_sqs_queue.py
index 861449ed53bc5..884077599a0b6 100644
--- a/localstack-core/localstack/services/sqs/resource_providers/aws_sqs_queue.py
+++ b/localstack-core/localstack/services/sqs/resource_providers/aws_sqs_queue.py
@@ -64,6 +64,35 @@ class SQSQueueProvider(ResourceProvider[SQSQueueProperties]):
     TYPE = "AWS::SQS::Queue"  # Autogenerated. Don't change
     SCHEMA = util.get_schema_path(Path(__file__))  # Autogenerated. Don't change
 
+    # Values used when a property is removed from a template and needs to be set to its default.
+    # If AWS changes their defaults in the future, our parity tests should break.
+    DEFAULT_ATTRIBUTE_VALUES = {
+        "ReceiveMessageWaitTimeSeconds": "0",
+        "DelaySeconds": "0",
+        "KmsMasterKeyId": "",
+        "RedrivePolicy": "",
+        "MessageRetentionPeriod": "345600",
+        "MaximumMessageSize": "262144",  # Note: CloudFormation sets this to 256KB on update, but 1MB on create
+        "VisibilityTimeout": "30",
+        "KmsDataKeyReusePeriodSeconds": "300",
+    }
+
+    # Private method for creating a unique queue name, if none is specified.
+    def _autogenerated_queue_name(self, request: ResourceRequest[SQSQueueProperties]) -> str:
+        queue_name = util.generate_default_name(request.stack_name, request.logical_resource_id)
+        isFifoQueue = request.desired_state.get("FifoQueue")
+
+        # Note that it's an SQS FIFO queue only if the FifoQueue property is set to boolean True, or the string "true"
+        # (case insensitive). If it's None (property was omitted) or False, or any type of string (e.g. a typo
+        # such as "Fasle"), then it's not a FIFO queue. This extra check is needed because the CloudFormation engine
+        # doesn't fully validate the FifoQueue property before passing it to the resource provider.
+        if (
+            isFifoQueue == True  # noqa: E712
+            or (isinstance(isFifoQueue, str) and isFifoQueue.lower() == "true")
+        ):
+            queue_name = f"{queue_name[:-5]}.fifo"
+        return queue_name
+
     def create(
         self,
         request: ResourceRequest[SQSQueueProperties],
@@ -74,8 +103,6 @@ def create(
         Primary identifier fields:
           - /properties/QueueUrl
 
-
-
         Create-only properties:
           - /properties/FifoQueue
           - /properties/QueueName
@@ -92,26 +119,13 @@ def create(
           - sqs:TagQueue
 
         """
-        # TODO: validations
+        # TODO: validations - what validations are needed?
         model = request.desired_state
         sqs = request.aws_client_factory.sqs
 
-        if model.get("FifoQueue", False):
-            model["FifoQueue"] = model["FifoQueue"]
-
-        queue_name = model.get("QueueName")
-        if not queue_name:
-            # TODO: verify patterns here
-            if model.get("FifoQueue"):
-                queue_name = util.generate_default_name(
-                    request.stack_name, request.logical_resource_id
-                )[:-5]
-                queue_name = f"{queue_name}.fifo"
-            else:
-                queue_name = util.generate_default_name(
-                    request.stack_name, request.logical_resource_id
-                )
-            model["QueueName"] = queue_name
+        # if no QueueName is specified, automatically generate one
+        if not model.get("QueueName"):
+            model["QueueName"] = self._autogenerated_queue_name(request)
 
         attributes = self._compile_sqs_queue_attributes(model)
         result = request.aws_client_factory.sqs.create_queue(
@@ -184,38 +198,30 @@ def update(
         """
         sqs = request.aws_client_factory.sqs
         model = request.desired_state
+        prev_model = request.previous_state
 
         assert request.previous_state is not None
 
-        should_replace = (
-            request.desired_state.get("QueueName", request.previous_state["QueueName"])
-            != request.previous_state["QueueName"]
-        ) or (
-            request.desired_state.get("FifoQueue", request.previous_state.get("FifoQueue"))
-            != request.previous_state.get("FifoQueue")
+        queue_url = prev_model["QueueUrl"]
+        self._populate_missing_attributes_with_defaults(model)
+        sqs.set_queue_attributes(
+            QueueUrl=queue_url, Attributes=self._compile_sqs_queue_attributes(model)
         )
 
-        if not should_replace:
-            return ProgressEvent(OperationStatus.SUCCESS, resource_model=request.previous_state)
-
-        # TODO: copied from the create handler, extract?
-        if model.get("FifoQueue"):
-            queue_name = util.generate_default_name(
-                request.stack_name, request.logical_resource_id
-            )[:-5]
-            queue_name = f"{queue_name}.fifo"
-        else:
-            queue_name = util.generate_default_name(request.stack_name, request.logical_resource_id)
-
-        # replacement (TODO: find out if we should handle this in the provider or outside of it)
-        # delete old queue
-        sqs.delete_queue(QueueUrl=request.previous_state["QueueUrl"])
-        # create new queue (TODO: re-use create logic to make this more robust, e.g. for
-        #  auto-generated queue names)
-        model["QueueUrl"] = sqs.create_queue(QueueName=queue_name)["QueueUrl"]
-        model["Arn"] = sqs.get_queue_attributes(
-            QueueUrl=model["QueueUrl"], AttributeNames=["QueueArn"]
-        )["Attributes"]["QueueArn"]
+        (tags_to_remove, tags_to_add_or_update) = util.resource_tags_to_remove_or_update(
+            prev_model.get("Tags", []), model.get("Tags", [])
+        )
+        sqs.untag_queue(QueueUrl=queue_url, TagKeys=tags_to_remove)
+        sqs.tag_queue(QueueUrl=queue_url, Tags=tags_to_add_or_update)
+
+        model["QueueUrl"] = queue_url
+        model["Arn"] = request.previous_state["Arn"]
+
+        # For QueueName and FifoQueue, always use the value from the previous model. These fields
+        # are create-only, so they cannot be changed via an update (even though they might be omitted)
+        model["QueueName"] = prev_model.get("QueueName")
+        model["FifoQueue"] = prev_model.get("FifoQueue", False)
+
         return ProgressEvent(OperationStatus.SUCCESS, resource_model=model)
 
     def _compile_sqs_queue_attributes(self, properties: SQSQueueProperties) -> dict[str, str]:
@@ -250,6 +256,15 @@ def _compile_sqs_queue_attributes(self, properties: SQSQueueProperties) -> dict[
 
         return result
 
+    def _populate_missing_attributes_with_defaults(self, properties: SQSQueueProperties) -> None:
+        """
+        For any attribute that is missing from the desired state, populate it with the default value.
+        This is the only way to remove an attribute from an existing SQS queue's configuration.
+        :param properties: the properties passed from cloudformation
+        """
+        for k, v in self.DEFAULT_ATTRIBUTE_VALUES.items():
+            properties.setdefault(k, v)
+
     def list(
         self,
         request: ResourceRequest[SQSQueueProperties],
diff --git a/tests/aws/services/cloudformation/api/test_stacks.py b/tests/aws/services/cloudformation/api/test_stacks.py
index becc58e9d3241..bb39d16db8414 100644
--- a/tests/aws/services/cloudformation/api/test_stacks.py
+++ b/tests/aws/services/cloudformation/api/test_stacks.py
@@ -340,6 +340,7 @@ def test_update_stack_with_same_template_withoutchange_transformation(
         )
 
     @markers.aws.validated
+    @skip_if_legacy_engine()
     def test_update_stack_actual_update(self, deploy_cfn_template, aws_client):
         template = load_file(
             os.path.join(os.path.dirname(__file__), "../../../templates/sqs_queue_update.yml")
diff --git a/tests/aws/services/cloudformation/resources/test_sqs.py b/tests/aws/services/cloudformation/resources/test_sqs.py
deleted file mode 100644
index d054c3f82a55d..0000000000000
--- a/tests/aws/services/cloudformation/resources/test_sqs.py
+++ /dev/null
@@ -1,143 +0,0 @@
-import os
-
-import pytest
-from botocore.exceptions import ClientError
-
-from localstack.testing.pytest import markers
-from localstack.utils.strings import short_uid
-from localstack.utils.sync import wait_until
-
-
-@markers.aws.validated
-def test_sqs_queue_policy(deploy_cfn_template, aws_client, snapshot):
-    result = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../templates/sqs_with_queuepolicy.yaml"
-        )
-    )
-    queue_url = result.outputs["QueueUrlOutput"]
-    resp = aws_client.sqs.get_queue_attributes(QueueUrl=queue_url, AttributeNames=["Policy"])
-    snapshot.match("policy", resp)
-    snapshot.add_transformer(snapshot.transform.key_value("Resource"))
-
-
-@markers.aws.validated
-def test_sqs_fifo_queue_generates_valid_name(deploy_cfn_template):
-    result = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../templates/sqs_fifo_autogenerate_name.yaml"
-        ),
-        parameters={"IsFifo": "true"},
-        max_wait=240,
-    )
-    assert ".fifo" in result.outputs["FooQueueName"]
-
-
-@markers.aws.validated
-def test_sqs_non_fifo_queue_generates_valid_name(deploy_cfn_template):
-    result = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../templates/sqs_fifo_autogenerate_name.yaml"
-        ),
-        parameters={"IsFifo": "false"},
-        max_wait=240,
-    )
-    assert ".fifo" not in result.outputs["FooQueueName"]
-
-
-@markers.aws.validated
-def test_cfn_handle_sqs_resource(deploy_cfn_template, aws_client, snapshot):
-    queue_name = f"queue-{short_uid()}"
-
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../templates/sqs_fifo_queue.yml"
-        ),
-        parameters={"QueueName": queue_name},
-    )
-
-    rs = aws_client.sqs.get_queue_attributes(
-        QueueUrl=stack.outputs["QueueURL"], AttributeNames=["All"]
-    )
-    snapshot.match("queue", rs)
-    snapshot.add_transformer(snapshot.transform.regex(queue_name, "<queue-name>"))
-
-    # clean up
-    stack.destroy()
-
-    with pytest.raises(ClientError) as ctx:
-        aws_client.sqs.get_queue_url(QueueName=f"{queue_name}.fifo")
-    snapshot.match("error", ctx.value.response)
-
-
-@markers.aws.validated
-def test_update_queue_no_change(deploy_cfn_template, aws_client, snapshot):
-    bucket_name = f"bucket-{short_uid()}"
-
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../templates/sqs_queue_update_no_change.yml"
-        ),
-        parameters={
-            "AddBucket": "false",
-            "BucketName": bucket_name,
-        },
-    )
-    queue_url = stack.outputs["QueueUrl"]
-    queue_arn = stack.outputs["QueueArn"]
-    snapshot.add_transformer(snapshot.transform.regex(queue_url, "<queue-url>"))
-    snapshot.add_transformer(snapshot.transform.regex(queue_arn, "<queue-arn>"))
-
-    snapshot.match("outputs-1", stack.outputs)
-
-    # deploy a second time with no change to the SQS queue
-    updated_stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../templates/sqs_queue_update_no_change.yml"
-        ),
-        is_update=True,
-        stack_name=stack.stack_name,
-        parameters={
-            "AddBucket": "true",
-            "BucketName": bucket_name,
-        },
-    )
-    snapshot.match("outputs-2", updated_stack.outputs)
-
-
-@markers.aws.validated
-def test_update_sqs_queuepolicy(deploy_cfn_template, aws_client, snapshot):
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../templates/sqs_with_queuepolicy.yaml"
-        )
-    )
-
-    policy = aws_client.sqs.get_queue_attributes(
-        QueueUrl=stack.outputs["QueueUrlOutput"], AttributeNames=["Policy"]
-    )
-    snapshot.match("policy1", policy["Attributes"]["Policy"])
-
-    updated_stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../templates/sqs_with_queuepolicy_updated.yaml"
-        ),
-        is_update=True,
-        stack_name=stack.stack_name,
-    )
-
-    def check_policy_updated():
-        policy_updated = aws_client.sqs.get_queue_attributes(
-            QueueUrl=updated_stack.outputs["QueueUrlOutput"], AttributeNames=["Policy"]
-        )
-        assert policy_updated["Attributes"]["Policy"] != policy["Attributes"]["Policy"]
-        return policy_updated
-
-    wait_until(check_policy_updated)
-
-    policy = aws_client.sqs.get_queue_attributes(
-        QueueUrl=updated_stack.outputs["QueueUrlOutput"], AttributeNames=["Policy"]
-    )
-
-    snapshot.match("policy2", policy["Attributes"]["Policy"])
-    snapshot.add_transformer(snapshot.transform.cloudformation_api())
diff --git a/tests/aws/services/cloudformation/resources/test_sqs.snapshot.json b/tests/aws/services/cloudformation/resources/test_sqs.snapshot.json
deleted file mode 100644
index 9f26c7054cc7c..0000000000000
--- a/tests/aws/services/cloudformation/resources/test_sqs.snapshot.json
+++ /dev/null
@@ -1,119 +0,0 @@
-{
-  "tests/aws/services/cloudformation/resources/test_sqs.py::test_update_queue_no_change": {
-    "recorded-date": "08-12-2023, 21:11:26",
-    "recorded-content": {
-      "outputs-1": {
-        "QueueArn": "<queue-arn>",
-        "QueueUrl": "<queue-url>"
-      },
-      "outputs-2": {
-        "QueueArn": "<queue-arn>",
-        "QueueUrl": "<queue-url>"
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/resources/test_sqs.py::test_update_sqs_queuepolicy": {
-    "recorded-date": "27-03-2024, 20:30:24",
-    "recorded-content": {
-      "policy1": {
-        "Version": "2012-10-17",
-        "Statement": [
-          {
-            "Effect": "Allow",
-            "Principal": "*",
-            "Action": [
-              "sqs:SendMessage",
-              "sqs:GetQueueAttributes",
-              "sqs:GetQueueUrl"
-            ],
-            "Resource": "arn:<partition>:sqs:<region>:111111111111:<resource:1>"
-          }
-        ]
-      },
-      "policy2": {
-        "Version": "2012-10-17",
-        "Statement": [
-          {
-            "Effect": "Deny",
-            "Principal": "*",
-            "Action": [
-              "sqs:SendMessage",
-              "sqs:GetQueueAttributes",
-              "sqs:GetQueueUrl"
-            ],
-            "Resource": "arn:<partition>:sqs:<region>:111111111111:<resource:1>"
-          }
-        ]
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/resources/test_sqs.py::test_sqs_queue_policy": {
-    "recorded-date": "03-07-2024, 19:49:04",
-    "recorded-content": {
-      "policy": {
-        "Attributes": {
-          "Policy": {
-            "Version": "2012-10-17",
-            "Statement": [
-              {
-                "Effect": "Allow",
-                "Principal": "*",
-                "Action": [
-                  "sqs:SendMessage",
-                  "sqs:GetQueueAttributes",
-                  "sqs:GetQueueUrl"
-                ],
-                "Resource": "<resource:1>"
-              }
-            ]
-          }
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudformation/resources/test_sqs.py::test_cfn_handle_sqs_resource": {
-    "recorded-date": "27-08-2025, 09:37:44",
-    "recorded-content": {
-      "queue": {
-        "Attributes": {
-          "ApproximateNumberOfMessages": "0",
-          "ApproximateNumberOfMessagesDelayed": "0",
-          "ApproximateNumberOfMessagesNotVisible": "0",
-          "ContentBasedDeduplication": "false",
-          "CreatedTimestamp": "timestamp",
-          "DeduplicationScope": "queue",
-          "DelaySeconds": "0",
-          "FifoQueue": "true",
-          "FifoThroughputLimit": "perQueue",
-          "LastModifiedTimestamp": "timestamp",
-          "MaximumMessageSize": "1048576",
-          "MessageRetentionPeriod": "345600",
-          "QueueArn": "arn:<partition>:sqs:<region>:111111111111:<queue-name>.fifo",
-          "ReceiveMessageWaitTimeSeconds": "0",
-          "SqsManagedSseEnabled": "true",
-          "VisibilityTimeout": "30"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "error": {
-        "Error": {
-          "Code": "AWS.SimpleQueueService.NonExistentQueue",
-          "Message": "The specified queue does not exist.",
-          "QueryErrorCode": "QueueDoesNotExist",
-          "Type": "Sender"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 400
-        }
-      }
-    }
-  }
-}
diff --git a/tests/aws/services/cloudformation/resources/test_sqs.validation.json b/tests/aws/services/cloudformation/resources/test_sqs.validation.json
deleted file mode 100644
index 1b9bdb2d7d36b..0000000000000
--- a/tests/aws/services/cloudformation/resources/test_sqs.validation.json
+++ /dev/null
@@ -1,26 +0,0 @@
-{
-  "tests/aws/services/cloudformation/resources/test_sqs.py::test_cfn_handle_sqs_resource": {
-    "last_validated_date": "2025-08-27T09:37:44+00:00",
-    "durations_in_seconds": {
-      "setup": 0.82,
-      "call": 74.96,
-      "teardown": 0.11,
-      "total": 75.89
-    }
-  },
-  "tests/aws/services/cloudformation/resources/test_sqs.py::test_sqs_fifo_queue_generates_valid_name": {
-    "last_validated_date": "2024-05-15T02:01:00+00:00"
-  },
-  "tests/aws/services/cloudformation/resources/test_sqs.py::test_sqs_non_fifo_queue_generates_valid_name": {
-    "last_validated_date": "2024-05-15T01:59:34+00:00"
-  },
-  "tests/aws/services/cloudformation/resources/test_sqs.py::test_sqs_queue_policy": {
-    "last_validated_date": "2024-07-03T19:49:04+00:00"
-  },
-  "tests/aws/services/cloudformation/resources/test_sqs.py::test_update_queue_no_change": {
-    "last_validated_date": "2023-12-08T20:11:26+00:00"
-  },
-  "tests/aws/services/cloudformation/resources/test_sqs.py::test_update_sqs_queuepolicy": {
-    "last_validated_date": "2024-03-27T20:30:23+00:00"
-  }
-}
diff --git a/tests/aws/services/cloudformation/test_change_sets.py b/tests/aws/services/cloudformation/test_change_sets.py
index b49ebd6b4c68b..9a2ed1d89f22a 100644
--- a/tests/aws/services/cloudformation/test_change_sets.py
+++ b/tests/aws/services/cloudformation/test_change_sets.py
@@ -782,15 +782,7 @@ def test_single_resource_static_update(
         snapshot.match("parameter-2", parameter)
 
     @markers.aws.validated
-    @markers.snapshot.skip_snapshot_verify(
-        paths=[
-            "$..PhysicalResourceId",
-            # TODO: parity in the resource provider
-            "$..Attributes.MaximumMessageSize",
-            "$..Attributes.MessageRetentionPeriod",
-            "$..Attributes.ReceiveMessageWaitTimeSeconds",
-        ]
-    )
+    @markers.snapshot.skip_snapshot_verify(paths=["$..PhysicalResourceId"])
     def test_queue_update(
         self, aws_client, deploy_cfn_template, capture_per_resource_events, snapshot
     ):
diff --git a/tests/aws/services/sqs/resource_providers/templates/sqs_fifo_queue_all_properties.yml b/tests/aws/services/sqs/resource_providers/templates/sqs_fifo_queue_all_properties.yml
new file mode 100644
index 0000000000000..7367bfc9d9225
--- /dev/null
+++ b/tests/aws/services/sqs/resource_providers/templates/sqs_fifo_queue_all_properties.yml
@@ -0,0 +1,49 @@
+#
+# Define an SQS FIFO Queue with all possible properties set to valid values.
+#
+Resources:
+  FifoQueue:
+    Type: 'AWS::SQS::Queue'
+    Properties:
+      QueueName: 'MyFifoQueueWithAllProperties.fifo'
+      FifoQueue: true
+      ContentBasedDeduplication: true
+      DeduplicationScope: 'messageGroup'
+      FifoThroughputLimit: 'perMessageGroupId'
+      DelaySeconds: 13
+      MaximumMessageSize: 3232
+      MessageRetentionPeriod: 13425
+      ReceiveMessageWaitTimeSeconds: 15
+      VisibilityTimeout: 42
+      RedrivePolicy:
+        deadLetterTargetArn: !GetAtt DeadLetterQueue.Arn
+        maxReceiveCount: 7
+      SqsManagedSseEnabled: false
+      KmsMasterKeyId: 'alias/aws/sqs'
+      KmsDataKeyReusePeriodSeconds: 200
+      Tags:
+        - Key: 'Environment'
+          Value: 'Production'
+        - Key: 'Department'
+          Value: 'Finance'
+
+  DeadLetterQueue:
+    Type: 'AWS::SQS::Queue'
+    Properties:
+      FifoQueue: true
+      RedriveAllowPolicy:
+        redrivePermission: 'allowAll'
+
+Outputs:
+  QueueUrl:
+    Description: 'URL of the SQS Fifo Queue'
+    Value: !Ref FifoQueue
+  QueueArn:
+    Description: 'ARN of the SQS Fifo Queue'
+    Value: !GetAtt FifoQueue.Arn
+  DeadLetterQueueUrl:
+    Description: 'URL of the Dead Letter Queue'
+    Value: !Ref DeadLetterQueue
+  DeadLetterQueueArn:
+    Description: 'ARN of the Dead Letter Queue'
+    Value: !GetAtt DeadLetterQueue.Arn
diff --git a/tests/aws/services/sqs/resource_providers/templates/sqs_fifo_queue_required_properties.yml b/tests/aws/services/sqs/resource_providers/templates/sqs_fifo_queue_required_properties.yml
new file mode 100644
index 0000000000000..c60e20a744287
--- /dev/null
+++ b/tests/aws/services/sqs/resource_providers/templates/sqs_fifo_queue_required_properties.yml
@@ -0,0 +1,17 @@
+#
+# Define an SQS FIFO Queue with only the required properties set. All other properties will
+# take their default values.
+#
+Resources:
+  FifoQueue:
+    Type: 'AWS::SQS::Queue'
+    Properties:
+      FifoQueue: true
+
+Outputs:
+  QueueUrl:
+    Description: 'URL of the SQS Fifo Queue'
+    Value: !Ref FifoQueue
+  QueueArn:
+    Description: 'ARN of the SQS Fifo Queue'
+    Value: !GetAtt FifoQueue.Arn
diff --git a/tests/aws/services/sqs/resource_providers/templates/sqs_standard_queue_all_properties.yml b/tests/aws/services/sqs/resource_providers/templates/sqs_standard_queue_all_properties.yml
new file mode 100644
index 0000000000000..2e23499ba1746
--- /dev/null
+++ b/tests/aws/services/sqs/resource_providers/templates/sqs_standard_queue_all_properties.yml
@@ -0,0 +1,44 @@
+#
+# A standard SQS queue with all properties set, including a dead-letter queue. All properties are set to valid values.
+#
+Resources:
+  StandardQueue:
+    Type: 'AWS::SQS::Queue'
+    Properties:
+      QueueName: 'MyStandardQueueWithAllProperties'
+      DelaySeconds: 17
+      MaximumMessageSize: 1234
+      MessageRetentionPeriod: 13579
+      ReceiveMessageWaitTimeSeconds: 18
+      VisibilityTimeout: 45
+      RedrivePolicy:
+        deadLetterTargetArn: !GetAtt DeadLetterQueue.Arn
+        maxReceiveCount: 7
+      SqsManagedSseEnabled: false
+      KmsMasterKeyId: 'alias/aws/sqs'
+      KmsDataKeyReusePeriodSeconds: 297
+      Tags:
+        - Key: 'Environment'
+          Value: 'Production'
+        - Key: 'Department'
+          Value: 'Finance'
+
+  DeadLetterQueue:
+    Type: 'AWS::SQS::Queue'
+    Properties:
+      RedriveAllowPolicy:
+        redrivePermission: 'allowAll'
+
+Outputs:
+  QueueUrl:
+    Description: 'URL of the SQS Standard Queue'
+    Value: !Ref StandardQueue
+  QueueArn:
+    Description: 'ARN of the SQS Standard Queue'
+    Value: !GetAtt StandardQueue.Arn
+  DeadLetterQueueUrl:
+    Description: 'URL of the Dead Letter Queue'
+    Value: !Ref DeadLetterQueue
+  DeadLetterQueueArn:
+    Description: 'ARN of the Dead Letter Queue'
+    Value: !GetAtt DeadLetterQueue.Arn
diff --git a/tests/aws/services/sqs/resource_providers/templates/sqs_standard_queue_all_properties_variant_1.yml b/tests/aws/services/sqs/resource_providers/templates/sqs_standard_queue_all_properties_variant_1.yml
new file mode 100644
index 0000000000000..e42ffa651e223
--- /dev/null
+++ b/tests/aws/services/sqs/resource_providers/templates/sqs_standard_queue_all_properties_variant_1.yml
@@ -0,0 +1,43 @@
+#
+# Similar to sqs_standard_queue_all_properties.yml in that it defines a standard SQS queue with all properties set,
+# however, the property values are different.
+#
+Resources:
+  StandardQueue:
+    Type: 'AWS::SQS::Queue'
+    Properties:
+      QueueName: 'MyStandardQueueWithAllProperties'
+      DelaySeconds: 16
+      MaximumMessageSize: 4321
+      MessageRetentionPeriod: 17539
+      ReceiveMessageWaitTimeSeconds: 17
+      VisibilityTimeout: 40
+      RedrivePolicy:
+        deadLetterTargetArn: !GetAtt DeadLetterQueue.Arn
+        maxReceiveCount: 3
+      SqsManagedSseEnabled: true
+      Tags:
+        - Key: 'Environment'
+          Value: 'Staging'
+        - Key: 'Department'
+          Value: 'Sales'
+
+  DeadLetterQueue:
+    Type: 'AWS::SQS::Queue'
+    Properties:
+      RedriveAllowPolicy:
+        redrivePermission: 'allowAll'
+
+Outputs:
+  QueueUrl:
+    Description: 'URL of the SQS Standard Queue'
+    Value: !Ref StandardQueue
+  QueueArn:
+    Description: 'ARN of the SQS Standard Queue'
+    Value: !GetAtt StandardQueue.Arn
+  DeadLetterQueueUrl:
+    Description: 'URL of the Dead Letter Queue'
+    Value: !Ref DeadLetterQueue
+  DeadLetterQueueArn:
+    Description: 'ARN of the Dead Letter Queue'
+    Value: !GetAtt DeadLetterQueue.Arn
diff --git a/tests/aws/services/sqs/resource_providers/templates/sqs_standard_queue_all_properties_variant_2.yml b/tests/aws/services/sqs/resource_providers/templates/sqs_standard_queue_all_properties_variant_2.yml
new file mode 100644
index 0000000000000..6c1da7b64661d
--- /dev/null
+++ b/tests/aws/services/sqs/resource_providers/templates/sqs_standard_queue_all_properties_variant_2.yml
@@ -0,0 +1,43 @@
+#
+# Similar to sqs_standard_queue_all_properties.yml in that it defines a standard SQS queue with all properties set,
+# however, the property values are different, including the Queue name.
+#
+Resources:
+  StandardQueue:
+    Type: 'AWS::SQS::Queue'
+    Properties:
+      QueueName: 'MyStandardQueueWithADifferentName'
+      DelaySeconds: 15
+      MaximumMessageSize: 4444
+      MessageRetentionPeriod: 17777
+      ReceiveMessageWaitTimeSeconds: 14
+      VisibilityTimeout: 35
+      RedrivePolicy:
+        deadLetterTargetArn: !GetAtt DeadLetterQueue.Arn
+        maxReceiveCount: 4
+      SqsManagedSseEnabled: true
+      Tags:
+        - Key: 'Environment'
+          Value: 'Pre-Test'
+        - Key: 'Department'
+          Value: 'Marketing'
+
+  DeadLetterQueue:
+    Type: 'AWS::SQS::Queue'
+    Properties:
+      RedriveAllowPolicy:
+        redrivePermission: 'allowAll'
+
+Outputs:
+  QueueUrl:
+    Description: 'URL of the SQS Standard Queue'
+    Value: !Ref StandardQueue
+  QueueArn:
+    Description: 'ARN of the SQS Standard Queue'
+    Value: !GetAtt StandardQueue.Arn
+  DeadLetterQueueUrl:
+    Description: 'URL of the Dead Letter Queue'
+    Value: !Ref DeadLetterQueue
+  DeadLetterQueueArn:
+    Description: 'ARN of the Dead Letter Queue'
+    Value: !GetAtt DeadLetterQueue.Arn
diff --git a/tests/aws/services/sqs/resource_providers/templates/sqs_standard_queue_all_properties_with_error.yml b/tests/aws/services/sqs/resource_providers/templates/sqs_standard_queue_all_properties_with_error.yml
new file mode 100644
index 0000000000000..6b60a7bd16c3d
--- /dev/null
+++ b/tests/aws/services/sqs/resource_providers/templates/sqs_standard_queue_all_properties_with_error.yml
@@ -0,0 +1,45 @@
+#
+# A standard SQS queue with all properties set, including a dead-letter queue. The ReceiveMessageWaitTimeSeconds
+# property is set to an invalid value (21) to simulate an error scenario.
+#
+Resources:
+  StandardQueue:
+    Type: 'AWS::SQS::Queue'
+    Properties:
+      QueueName: 'MyStandardQueueWithAllProperties'
+      DelaySeconds: 31
+      MaximumMessageSize: 1048576
+      MessageRetentionPeriod: 13579
+      ReceiveMessageWaitTimeSeconds: 21
+      VisibilityTimeout: 45
+      RedrivePolicy:
+        deadLetterTargetArn: !GetAtt DeadLetterQueue.Arn
+        maxReceiveCount: 7
+      SqsManagedSseEnabled: false
+      KmsMasterKeyId: 'alias/aws/sqs'
+      KmsDataKeyReusePeriodSeconds: 297
+      Tags:
+        - Key: 'Environment'
+          Value: 'Production'
+        - Key: 'Department'
+          Value: 'Finance'
+
+  DeadLetterQueue:
+    Type: 'AWS::SQS::Queue'
+    Properties:
+      RedriveAllowPolicy:
+        redrivePermission: 'allowAll'
+
+Outputs:
+  QueueUrl:
+    Description: 'URL of the SQS Standard Queue'
+    Value: !Ref StandardQueue
+  QueueArn:
+    Description: 'ARN of the SQS Standard Queue'
+    Value: !GetAtt StandardQueue.Arn
+  DeadLetterQueueUrl:
+    Description: 'URL of the Dead Letter Queue'
+    Value: !Ref DeadLetterQueue
+  DeadLetterQueueArn:
+    Description: 'ARN of the Dead Letter Queue'
+    Value: !GetAtt DeadLetterQueue.Arn
diff --git a/tests/aws/services/sqs/resource_providers/templates/sqs_standard_queue_no_resource.yml b/tests/aws/services/sqs/resource_providers/templates/sqs_standard_queue_no_resource.yml
new file mode 100644
index 0000000000000..c9a18dc5f149a
--- /dev/null
+++ b/tests/aws/services/sqs/resource_providers/templates/sqs_standard_queue_no_resource.yml
@@ -0,0 +1,18 @@
+#
+# A template defining only a dead-letter SQS queue without any additional properties. This template does not
+# contain the main queue, so applying this template should remove any existing main queue.
+#
+Resources:
+  DeadLetterQueue:
+    Type: 'AWS::SQS::Queue'
+    Properties:
+      RedriveAllowPolicy:
+        redrivePermission: 'allowAll'
+
+Outputs:
+  DeadLetterQueueUrl:
+    Description: 'URL of the Dead Letter Queue'
+    Value: !Ref DeadLetterQueue
+  DeadLetterQueueArn:
+    Description: 'ARN of the Dead Letter Queue'
+    Value: !GetAtt DeadLetterQueue.Arn
diff --git a/tests/aws/services/sqs/resource_providers/templates/sqs_standard_queue_required_properties.yml b/tests/aws/services/sqs/resource_providers/templates/sqs_standard_queue_required_properties.yml
new file mode 100644
index 0000000000000..f5f8ee5c1798e
--- /dev/null
+++ b/tests/aws/services/sqs/resource_providers/templates/sqs_standard_queue_required_properties.yml
@@ -0,0 +1,14 @@
+#
+# A standard SQS queue with no properties set, including the name which will be auto-generated.
+#
+Resources:
+  StandardQueue:
+    Type: 'AWS::SQS::Queue'
+
+Outputs:
+  QueueUrl:
+    Description: 'URL of the SQS Standard Queue'
+    Value: !Ref StandardQueue
+  QueueArn:
+    Description: 'ARN of the SQS Standard Queue'
+    Value: !GetAtt StandardQueue.Arn
diff --git a/tests/aws/services/sqs/resource_providers/templates/sqs_standard_queue_some_properties.yml b/tests/aws/services/sqs/resource_providers/templates/sqs_standard_queue_some_properties.yml
new file mode 100644
index 0000000000000..f8be1c306d625
--- /dev/null
+++ b/tests/aws/services/sqs/resource_providers/templates/sqs_standard_queue_some_properties.yml
@@ -0,0 +1,38 @@
+#
+# A standard SQS queue with some properties set, but not all. The properties set have valid values, and the unset
+# properties will take their default values.
+#
+Resources:
+  StandardQueue:
+    Type: 'AWS::SQS::Queue'
+    Properties:
+      QueueName: 'MyStandardQueueWithAllProperties'
+      DelaySeconds: 17
+      VisibilityTimeout: 43
+      RedrivePolicy:
+        deadLetterTargetArn: !GetAtt DeadLetterQueue.Arn
+        maxReceiveCount: 7
+      SqsManagedSseEnabled: false
+      Tags:
+        - Key: 'Environment'
+          Value: 'Pre-Production'
+
+  DeadLetterQueue:
+    Type: 'AWS::SQS::Queue'
+    Properties:
+      RedriveAllowPolicy:
+        redrivePermission: 'allowAll'
+
+Outputs:
+  QueueUrl:
+    Description: 'URL of the SQS Standard Queue'
+    Value: !Ref StandardQueue
+  QueueArn:
+    Description: 'ARN of the SQS Standard Queue'
+    Value: !GetAtt StandardQueue.Arn
+  DeadLetterQueueUrl:
+    Description: 'URL of the Dead Letter Queue'
+    Value: !Ref DeadLetterQueue
+  DeadLetterQueueArn:
+    Description: 'ARN of the Dead Letter Queue'
+    Value: !GetAtt DeadLetterQueue.Arn
diff --git a/tests/aws/services/sqs/resource_providers/templates/sqs_standard_queue_some_properties_without_name.yml b/tests/aws/services/sqs/resource_providers/templates/sqs_standard_queue_some_properties_without_name.yml
new file mode 100644
index 0000000000000..bba8bd1bed745
--- /dev/null
+++ b/tests/aws/services/sqs/resource_providers/templates/sqs_standard_queue_some_properties_without_name.yml
@@ -0,0 +1,21 @@
+#
+# A standard SQS queue with some properties set, but not all. The properties set have valid values, and the unset
+# properties will take their default values. This is similar to sqs_standard_queue_some_properties.yml, but without
+# specifying a name for the queue, so it'll be auto-generated.
+#
+Resources:
+  StandardQueue:
+    Type: 'AWS::SQS::Queue'
+    Properties:
+      VisibilityTimeout: 30
+      MaximumMessageSize: 4321
+      MessageRetentionPeriod: 17539
+      ReceiveMessageWaitTimeSeconds: 17
+
+Outputs:
+  QueueUrl:
+    Description: 'URL of the SQS Standard Queue'
+    Value: !Ref StandardQueue
+  QueueArn:
+    Description: 'ARN of the SQS Standard Queue'
+    Value: !GetAtt StandardQueue.Arn
diff --git a/tests/aws/templates/sqs_with_queuepolicy.yaml b/tests/aws/services/sqs/resource_providers/templates/sqs_with_queuepolicy.yml
similarity index 87%
rename from tests/aws/templates/sqs_with_queuepolicy.yaml
rename to tests/aws/services/sqs/resource_providers/templates/sqs_with_queuepolicy.yml
index 0fabf18902847..6621eeb477a91 100644
--- a/tests/aws/templates/sqs_with_queuepolicy.yaml
+++ b/tests/aws/services/sqs/resource_providers/templates/sqs_with_queuepolicy.yml
@@ -1,3 +1,6 @@
+#
+# A standard SQS queue with an associated queue policy allowing a few actions.
+#
 Resources:
   Queue4A7E3555:
     Type: AWS::SQS::Queue
diff --git a/tests/aws/templates/sqs_with_queuepolicy_updated.yaml b/tests/aws/services/sqs/resource_providers/templates/sqs_with_queuepolicy_updated.yml
similarity index 73%
rename from tests/aws/templates/sqs_with_queuepolicy_updated.yaml
rename to tests/aws/services/sqs/resource_providers/templates/sqs_with_queuepolicy_updated.yml
index 17818bddc3fd2..2ab4f38fb72fa 100644
--- a/tests/aws/templates/sqs_with_queuepolicy_updated.yaml
+++ b/tests/aws/services/sqs/resource_providers/templates/sqs_with_queuepolicy_updated.yml
@@ -1,3 +1,7 @@
+#
+# A standard SQS queue with an associated queue policy allowing a slightly different set of actions compared
+# to sqs_with_queuepolicy.yml.
+#
 Resources:
   Queue4A7E3555:
     Type: AWS::SQS::Queue
@@ -10,7 +14,8 @@ Resources:
               - sqs:SendMessage
               - sqs:GetQueueAttributes
               - sqs:GetQueueUrl
-            Effect: Deny
+              - sqs:DeleteMessage
+            Effect: Allow
             Principal: "*"
             Resource:
               Fn::GetAtt:
diff --git a/tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.py b/tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.py
new file mode 100644
index 0000000000000..0e8abe5bf31b6
--- /dev/null
+++ b/tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.py
@@ -0,0 +1,237 @@
+import os
+
+import pytest
+from botocore.exceptions import ClientError
+
+from localstack.testing.pytest import markers
+from localstack.testing.pytest.fixtures import StackDeployError
+
+
+def deploy_stack(deploy_cfn_template, template_filename, **kwargs):
+    """
+    Helper function to deploy a CloudFormation stack using a template file. This exists to reduce
+    boilerplate in the test cases.
+    """
+    template_path = os.path.join(os.path.dirname(__file__), "templates", template_filename)
+    return deploy_cfn_template(template_path=template_path, **kwargs)
+
+
+@markers.aws.validated
+def test_create_standard_queue_with_required_properties(deploy_cfn_template, aws_client, snapshot):
+    stack = deploy_stack(deploy_cfn_template, "sqs_standard_queue_required_properties.yml")
+    (queue_url, queue_arn) = (stack.outputs["QueueUrl"], stack.outputs["QueueArn"])
+
+    snapshot.match(
+        "attributes",
+        aws_client.sqs.get_queue_attributes(QueueUrl=queue_url, AttributeNames=["All"]),
+    )
+    snapshot.add_transformer(snapshot.transform.regex(queue_arn, "<queue-arn>"))
+
+    # auto-generated name check
+    assert "StandardQueue" in queue_url
+    assert not queue_url.endswith(".fifo")
+
+
+@markers.aws.validated
+def test_create_standard_queue_with_all_properties(deploy_cfn_template, aws_client, snapshot):
+    stack = deploy_stack(deploy_cfn_template, "sqs_standard_queue_all_properties.yml")
+    (queue_url, queue_arn, dlq_queue_url, dlq_queue_arn) = (
+        stack.outputs["QueueUrl"],
+        stack.outputs["QueueArn"],
+        stack.outputs["DeadLetterQueueUrl"],
+        stack.outputs["DeadLetterQueueArn"],
+    )
+
+    snapshot.match(
+        "attributes",
+        aws_client.sqs.get_queue_attributes(QueueUrl=queue_url, AttributeNames=["All"]),
+    )
+    snapshot.match("tags", aws_client.sqs.list_queue_tags(QueueUrl=queue_url))
+    snapshot.match(
+        "dlq_attributes",
+        aws_client.sqs.get_queue_attributes(
+            QueueUrl=dlq_queue_url, AttributeNames=["RedriveAllowPolicy"]
+        ),
+    )
+    snapshot.add_transformer(snapshot.transform.regex(queue_arn, "<queue-arn>"))
+    snapshot.add_transformer(snapshot.transform.regex(dlq_queue_arn, "<dlq-queue-arn>"))
+
+
+@markers.aws.validated
+def test_create_fifo_queue_with_required_properties(deploy_cfn_template, aws_client, snapshot):
+    stack = deploy_stack(deploy_cfn_template, "sqs_fifo_queue_required_properties.yml")
+    (queue_url, queue_arn) = (stack.outputs["QueueUrl"], stack.outputs["QueueArn"])
+
+    snapshot.match(
+        "attributes",
+        aws_client.sqs.get_queue_attributes(QueueUrl=queue_url, AttributeNames=["All"]),
+    )
+    snapshot.add_transformer(snapshot.transform.regex(queue_arn, "<queue-arn>"))
+
+    # auto-generated name check
+    assert "FifoQueue" in queue_url
+    assert queue_url.endswith(".fifo")
+
+
+@markers.aws.validated
+def test_create_fifo_queue_with_all_properties(deploy_cfn_template, aws_client, snapshot):
+    stack = deploy_stack(deploy_cfn_template, "sqs_fifo_queue_all_properties.yml")
+    (queue_url, queue_arn, dlq_queue_url, dlq_queue_arn) = (
+        stack.outputs["QueueUrl"],
+        stack.outputs["QueueArn"],
+        stack.outputs["DeadLetterQueueUrl"],
+        stack.outputs["DeadLetterQueueArn"],
+    )
+
+    snapshot.match(
+        "attributes",
+        aws_client.sqs.get_queue_attributes(QueueUrl=queue_url, AttributeNames=["All"]),
+    )
+    snapshot.match("tags", aws_client.sqs.list_queue_tags(QueueUrl=queue_url))
+    snapshot.match(
+        "dlq_attributes",
+        aws_client.sqs.get_queue_attributes(
+            QueueUrl=dlq_queue_url, AttributeNames=["RedriveAllowPolicy"]
+        ),
+    )
+    snapshot.add_transformer(snapshot.transform.regex(queue_arn, "<queue-arn>"))
+    snapshot.add_transformer(snapshot.transform.regex(dlq_queue_arn, "<dlq-queue-arn>"))
+
+
+@markers.aws.validated
+def test_update_standard_queue_modify_properties_in_place(
+    deploy_cfn_template, aws_client, snapshot
+):
+    stack = deploy_stack(deploy_cfn_template, "sqs_standard_queue_all_properties.yml")
+    queue_url = stack.outputs["QueueUrl"]
+
+    # Update the stack to add optional properties
+    updated_stack = deploy_stack(
+        deploy_cfn_template,
+        "sqs_standard_queue_all_properties_variant_1.yml",
+        is_update=True,
+        stack_name=stack.stack_name,
+    )
+    updated_queue_url = updated_stack.outputs["QueueUrl"]
+    assert queue_url == updated_queue_url
+
+    snapshot.match(
+        "updated_attributes",
+        aws_client.sqs.get_queue_attributes(QueueUrl=updated_queue_url, AttributeNames=["All"]),
+    )
+    snapshot.match("updated_tags", aws_client.sqs.list_queue_tags(QueueUrl=updated_queue_url))
+    snapshot.add_transformer(snapshot.transform.regex(stack.outputs["QueueArn"], "<queue-arn>"))
+    snapshot.add_transformer(
+        snapshot.transform.regex(stack.outputs["DeadLetterQueueArn"], "<dlq-queue-arn>")
+    )
+
+
+@markers.aws.validated
+def test_update_standard_queue_add_properties_with_replacement(
+    deploy_cfn_template, aws_client, snapshot
+):
+    stack = deploy_stack(deploy_cfn_template, "sqs_standard_queue_all_properties.yml")
+    (queue_url, dlq_queue_url) = (stack.outputs["QueueUrl"], stack.outputs["DeadLetterQueueUrl"])
+
+    # Update the stack to rename the queue - this will cause the resource to be replaced, rather than
+    # updating the existing queue in place
+    updated_stack = deploy_stack(
+        deploy_cfn_template,
+        "sqs_standard_queue_all_properties_variant_2.yml",
+        is_update=True,
+        stack_name=stack.stack_name,
+    )
+    (updated_queue_url, updated_dlq_queue_url) = (
+        updated_stack.outputs["QueueUrl"],
+        updated_stack.outputs["DeadLetterQueueUrl"],
+    )
+    assert queue_url != updated_queue_url
+    assert dlq_queue_url == updated_dlq_queue_url
+
+    snapshot.match(
+        "updated_attributes",
+        aws_client.sqs.get_queue_attributes(QueueUrl=updated_queue_url, AttributeNames=["All"]),
+    )
+    snapshot.match("updated_tags", aws_client.sqs.list_queue_tags(QueueUrl=updated_queue_url))
+    snapshot.add_transformer(snapshot.transform.key_value("deadLetterTargetArn", "<dlq-queue-arn>"))
+
+    # confirm that the original queue has been deleted
+    with pytest.raises(ClientError) as exc:
+        aws_client.sqs.get_queue_attributes(QueueUrl=queue_url, AttributeNames=["All"])
+    snapshot.match("error", exc.value.response)
+
+
+@markers.aws.validated
+def test_update_standard_queue_remove_some_properties(deploy_cfn_template, aws_client, snapshot):
+    stack = deploy_stack(deploy_cfn_template, "sqs_standard_queue_all_properties.yml")
+    queue_url = stack.outputs["QueueUrl"]
+
+    # Update the stack with modified properties
+    updated_stack = deploy_stack(
+        deploy_cfn_template,
+        "sqs_standard_queue_some_properties.yml",
+        is_update=True,
+        stack_name=stack.stack_name,
+    )
+    updated_queue_url = updated_stack.outputs["QueueUrl"]
+    assert queue_url == updated_queue_url
+
+    snapshot.match(
+        "updated_attributes",
+        aws_client.sqs.get_queue_attributes(QueueUrl=updated_queue_url, AttributeNames=["All"]),
+    )
+    snapshot.match("updated_tags", aws_client.sqs.list_queue_tags(QueueUrl=updated_queue_url))
+    snapshot.add_transformer(snapshot.transform.regex(stack.outputs["QueueArn"], "<queue-arn>"))
+    snapshot.add_transformer(snapshot.transform.key_value("deadLetterTargetArn", "<dlq-queue-arn>"))
+
+
+@markers.aws.validated
+def test_update_completely_remove_resource(deploy_cfn_template, aws_client, snapshot):
+    stack = deploy_stack(deploy_cfn_template, "sqs_standard_queue_all_properties.yml")
+    queue_url = stack.outputs["QueueUrl"]
+
+    # Delete the queue by updating the stack to remove the resource
+    deploy_stack(
+        deploy_cfn_template,
+        "sqs_standard_queue_no_resource.yml",
+        is_update=True,
+        stack_name=stack.stack_name,
+    )
+
+    # expect an exception to be thrown because the resource is deleted
+    with pytest.raises(ClientError) as exc:
+        aws_client.sqs.get_queue_attributes(QueueUrl=queue_url, AttributeNames=["All"])
+    snapshot.match("error", exc.value.response)
+
+
+@markers.aws.validated
+def test_update_standard_queue_without_explicit_name(deploy_cfn_template, aws_client, snapshot):
+    stack = deploy_stack(deploy_cfn_template, "sqs_standard_queue_required_properties.yml")
+    queue_url = stack.outputs["QueueUrl"]
+
+    # Update the stack to add optional properties, but expect the same queue name to be used.
+    updated_stack = deploy_stack(
+        deploy_cfn_template,
+        "sqs_standard_queue_some_properties_without_name.yml",
+        is_update=True,
+        stack_name=stack.stack_name,
+    )
+    updated_queue_url = updated_stack.outputs["QueueUrl"]
+    assert queue_url == updated_queue_url
+
+    snapshot.match(
+        "updated_attributes",
+        aws_client.sqs.get_queue_attributes(QueueUrl=updated_queue_url, AttributeNames=["All"]),
+    )
+    snapshot.add_transformer(snapshot.transform.regex(stack.outputs["QueueArn"], "<queue-arn>"))
+
+
+@pytest.mark.skip(reason="SQS service in LocalStack does not correctly fail on invalid parameters")
+@markers.aws.needs_fixing
+def test_error_invalid_parameter(deploy_cfn_template, aws_client, snapshot):
+    with pytest.raises(StackDeployError) as exc:
+        deploy_stack(
+            deploy_cfn_template,
+            "sqs_standard_queue_all_properties_with_error.yml",
+        )
+    snapshot.match("error", exc.value)
diff --git a/tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.snapshot.json b/tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.snapshot.json
new file mode 100644
index 0000000000000..393a4ded0e75a
--- /dev/null
+++ b/tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.snapshot.json
@@ -0,0 +1,334 @@
+{
+  "tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.py::test_create_standard_queue_with_required_properties": {
+    "recorded-date": "07-12-2025, 19:18:58",
+    "recorded-content": {
+      "attributes": {
+        "Attributes": {
+          "ApproximateNumberOfMessages": "0",
+          "ApproximateNumberOfMessagesDelayed": "0",
+          "ApproximateNumberOfMessagesNotVisible": "0",
+          "CreatedTimestamp": "timestamp",
+          "DelaySeconds": "0",
+          "LastModifiedTimestamp": "timestamp",
+          "MaximumMessageSize": "1048576",
+          "MessageRetentionPeriod": "345600",
+          "QueueArn": "<queue-arn>",
+          "ReceiveMessageWaitTimeSeconds": "0",
+          "SqsManagedSseEnabled": "true",
+          "VisibilityTimeout": "30"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.py::test_create_standard_queue_with_all_properties": {
+    "recorded-date": "07-12-2025, 19:20:20",
+    "recorded-content": {
+      "attributes": {
+        "Attributes": {
+          "ApproximateNumberOfMessages": "0",
+          "ApproximateNumberOfMessagesDelayed": "0",
+          "ApproximateNumberOfMessagesNotVisible": "0",
+          "CreatedTimestamp": "timestamp",
+          "DelaySeconds": "17",
+          "KmsDataKeyReusePeriodSeconds": "297",
+          "KmsMasterKeyId": "alias/aws/sqs",
+          "LastModifiedTimestamp": "timestamp",
+          "MaximumMessageSize": "1234",
+          "MessageRetentionPeriod": "13579",
+          "QueueArn": "<queue-arn>",
+          "ReceiveMessageWaitTimeSeconds": "18",
+          "RedrivePolicy": {
+            "deadLetterTargetArn": "<dlq-queue-arn>",
+            "maxReceiveCount": 7
+          },
+          "SqsManagedSseEnabled": "false",
+          "VisibilityTimeout": "45"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "tags": {
+        "Tags": {
+          "Department": "Finance",
+          "Environment": "Production"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "dlq_attributes": {
+        "Attributes": {
+          "RedriveAllowPolicy": {
+            "redrivePermission": "allowAll"
+          }
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.py::test_create_fifo_queue_with_required_properties": {
+    "recorded-date": "07-12-2025, 19:22:08",
+    "recorded-content": {
+      "attributes": {
+        "Attributes": {
+          "ApproximateNumberOfMessages": "0",
+          "ApproximateNumberOfMessagesDelayed": "0",
+          "ApproximateNumberOfMessagesNotVisible": "0",
+          "ContentBasedDeduplication": "false",
+          "CreatedTimestamp": "timestamp",
+          "DeduplicationScope": "queue",
+          "DelaySeconds": "0",
+          "FifoQueue": "true",
+          "FifoThroughputLimit": "perQueue",
+          "LastModifiedTimestamp": "timestamp",
+          "MaximumMessageSize": "1048576",
+          "MessageRetentionPeriod": "345600",
+          "QueueArn": "<queue-arn>",
+          "ReceiveMessageWaitTimeSeconds": "0",
+          "SqsManagedSseEnabled": "true",
+          "VisibilityTimeout": "30"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.py::test_create_fifo_queue_with_all_properties": {
+    "recorded-date": "07-12-2025, 19:23:29",
+    "recorded-content": {
+      "attributes": {
+        "Attributes": {
+          "ApproximateNumberOfMessages": "0",
+          "ApproximateNumberOfMessagesDelayed": "0",
+          "ApproximateNumberOfMessagesNotVisible": "0",
+          "ContentBasedDeduplication": "true",
+          "CreatedTimestamp": "timestamp",
+          "DeduplicationScope": "messageGroup",
+          "DelaySeconds": "13",
+          "FifoQueue": "true",
+          "FifoThroughputLimit": "perMessageGroupId",
+          "KmsDataKeyReusePeriodSeconds": "200",
+          "KmsMasterKeyId": "alias/aws/sqs",
+          "LastModifiedTimestamp": "timestamp",
+          "MaximumMessageSize": "3232",
+          "MessageRetentionPeriod": "13425",
+          "QueueArn": "<queue-arn>",
+          "ReceiveMessageWaitTimeSeconds": "15",
+          "RedrivePolicy": {
+            "deadLetterTargetArn": "<dlq-queue-arn>",
+            "maxReceiveCount": 7
+          },
+          "SqsManagedSseEnabled": "false",
+          "VisibilityTimeout": "42"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "tags": {
+        "Tags": {
+          "Department": "Finance",
+          "Environment": "Production"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "dlq_attributes": {
+        "Attributes": {
+          "RedriveAllowPolicy": {
+            "redrivePermission": "allowAll"
+          }
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.py::test_update_standard_queue_modify_properties_in_place": {
+    "recorded-date": "07-12-2025, 19:26:04",
+    "recorded-content": {
+      "updated_attributes": {
+        "Attributes": {
+          "ApproximateNumberOfMessages": "0",
+          "ApproximateNumberOfMessagesDelayed": "0",
+          "ApproximateNumberOfMessagesNotVisible": "0",
+          "CreatedTimestamp": "timestamp",
+          "DelaySeconds": "16",
+          "LastModifiedTimestamp": "timestamp",
+          "MaximumMessageSize": "4321",
+          "MessageRetentionPeriod": "17539",
+          "QueueArn": "<queue-arn>",
+          "ReceiveMessageWaitTimeSeconds": "17",
+          "RedrivePolicy": {
+            "deadLetterTargetArn": "<dlq-queue-arn>",
+            "maxReceiveCount": 3
+          },
+          "SqsManagedSseEnabled": "true",
+          "VisibilityTimeout": "40"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "updated_tags": {
+        "Tags": {
+          "Department": "Sales",
+          "Environment": "Staging"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.py::test_update_standard_queue_add_properties_with_replacement": {
+    "recorded-date": "07-12-2025, 19:29:14",
+    "recorded-content": {
+      "updated_attributes": {
+        "Attributes": {
+          "ApproximateNumberOfMessages": "0",
+          "ApproximateNumberOfMessagesDelayed": "0",
+          "ApproximateNumberOfMessagesNotVisible": "0",
+          "CreatedTimestamp": "timestamp",
+          "DelaySeconds": "15",
+          "LastModifiedTimestamp": "timestamp",
+          "MaximumMessageSize": "4444",
+          "MessageRetentionPeriod": "17777",
+          "QueueArn": "arn:<partition>:sqs:<region>:111111111111:MyStandardQueueWithADifferentName",
+          "ReceiveMessageWaitTimeSeconds": "14",
+          "RedrivePolicy": {
+            "deadLetterTargetArn": "<<dlq-queue-arn>:1>",
+            "maxReceiveCount": 4
+          },
+          "SqsManagedSseEnabled": "true",
+          "VisibilityTimeout": "35"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "updated_tags": {
+        "Tags": {
+          "Department": "Marketing",
+          "Environment": "Pre-Test"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "error": {
+        "Error": {
+          "Code": "AWS.SimpleQueueService.NonExistentQueue",
+          "Message": "The specified queue does not exist.",
+          "QueryErrorCode": "QueueDoesNotExist",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.py::test_update_standard_queue_remove_some_properties": {
+    "recorded-date": "07-12-2025, 19:31:50",
+    "recorded-content": {
+      "updated_attributes": {
+        "Attributes": {
+          "ApproximateNumberOfMessages": "0",
+          "ApproximateNumberOfMessagesDelayed": "0",
+          "ApproximateNumberOfMessagesNotVisible": "0",
+          "CreatedTimestamp": "timestamp",
+          "DelaySeconds": "17",
+          "LastModifiedTimestamp": "timestamp",
+          "MaximumMessageSize": "262144",
+          "MessageRetentionPeriod": "345600",
+          "QueueArn": "<queue-arn>",
+          "ReceiveMessageWaitTimeSeconds": "0",
+          "RedrivePolicy": {
+            "deadLetterTargetArn": "<<dlq-queue-arn>:1>",
+            "maxReceiveCount": 7
+          },
+          "SqsManagedSseEnabled": "false",
+          "VisibilityTimeout": "43"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "updated_tags": {
+        "Tags": {
+          "Environment": "Pre-Production"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.py::test_update_completely_remove_resource": {
+    "recorded-date": "07-12-2025, 19:34:25",
+    "recorded-content": {
+      "error": {
+        "Error": {
+          "Code": "AWS.SimpleQueueService.NonExistentQueue",
+          "Message": "The specified queue does not exist.",
+          "QueryErrorCode": "QueueDoesNotExist",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.py::test_update_standard_queue_without_explicit_name": {
+    "recorded-date": "07-12-2025, 19:36:25",
+    "recorded-content": {
+      "updated_attributes": {
+        "Attributes": {
+          "ApproximateNumberOfMessages": "0",
+          "ApproximateNumberOfMessagesDelayed": "0",
+          "ApproximateNumberOfMessagesNotVisible": "0",
+          "CreatedTimestamp": "timestamp",
+          "DelaySeconds": "0",
+          "LastModifiedTimestamp": "timestamp",
+          "MaximumMessageSize": "4321",
+          "MessageRetentionPeriod": "17539",
+          "QueueArn": "<queue-arn>",
+          "ReceiveMessageWaitTimeSeconds": "17",
+          "SqsManagedSseEnabled": "true",
+          "VisibilityTimeout": "30"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  }
+}
diff --git a/tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.validation.json b/tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.validation.json
new file mode 100644
index 0000000000000..70aab5d6bd816
--- /dev/null
+++ b/tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.validation.json
@@ -0,0 +1,83 @@
+{
+  "tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.py::test_create_fifo_queue_with_all_properties": {
+    "last_validated_date": "2025-12-07T19:24:35+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 45.71,
+      "teardown": 66.19,
+      "total": 111.9
+    }
+  },
+  "tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.py::test_create_fifo_queue_with_required_properties": {
+    "last_validated_date": "2025-12-07T19:22:43+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 41.17,
+      "teardown": 35.19,
+      "total": 76.36
+    }
+  },
+  "tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.py::test_create_standard_queue_with_all_properties": {
+    "last_validated_date": "2025-12-07T19:21:27+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 46.56,
+      "teardown": 66.83,
+      "total": 113.39
+    }
+  },
+  "tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.py::test_create_standard_queue_with_required_properties": {
+    "last_validated_date": "2025-12-07T19:19:33+00:00",
+    "durations_in_seconds": {
+      "setup": 1.3,
+      "call": 44.27,
+      "teardown": 34.85,
+      "total": 80.42
+    }
+  },
+  "tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.py::test_update_completely_remove_resource": {
+    "last_validated_date": "2025-12-07T19:35:02+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 88.6,
+      "teardown": 36.74,
+      "total": 125.34
+    }
+  },
+  "tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.py::test_update_standard_queue_add_properties_with_replacement": {
+    "last_validated_date": "2025-12-07T19:30:21+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 123.16,
+      "teardown": 67.12,
+      "total": 190.28
+    }
+  },
+  "tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.py::test_update_standard_queue_modify_properties_in_place": {
+    "last_validated_date": "2025-12-07T19:27:11+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 88.67,
+      "teardown": 67.42,
+      "total": 156.09
+    }
+  },
+  "tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.py::test_update_standard_queue_remove_some_properties": {
+    "last_validated_date": "2025-12-07T19:32:56+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 88.91,
+      "teardown": 65.94,
+      "total": 154.85
+    }
+  },
+  "tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.py::test_update_standard_queue_without_explicit_name": {
+    "last_validated_date": "2025-12-07T19:37:01+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 83.75,
+      "teardown": 35.43,
+      "total": 119.18
+    }
+  }
+}
diff --git a/tests/aws/services/sqs/resource_providers/test_aws_sqs_queuepolicy.py b/tests/aws/services/sqs/resource_providers/test_aws_sqs_queuepolicy.py
new file mode 100644
index 0000000000000..dfed6a331df6a
--- /dev/null
+++ b/tests/aws/services/sqs/resource_providers/test_aws_sqs_queuepolicy.py
@@ -0,0 +1,62 @@
+import os
+
+from localstack.testing.pytest import markers
+from localstack.utils.sync import wait_until
+
+
+def deploy_stack(deploy_cfn_template, template_filename, **kwargs):
+    """
+    Helper function to deploy a CloudFormation stack using a template file. This exists to reduce
+    boilerplate in the test cases.
+    """
+    template_path = os.path.join(os.path.dirname(__file__), "templates", template_filename)
+    return deploy_cfn_template(template_path=template_path, **kwargs)
+
+
+@markers.aws.validated
+def test_sqs_queue_policy(deploy_cfn_template, aws_client, snapshot):
+    result = deploy_stack(deploy_cfn_template, "sqs_with_queuepolicy.yml")
+    queue_url = result.outputs["QueueUrlOutput"]
+
+    snapshot.match(
+        "policy", aws_client.sqs.get_queue_attributes(QueueUrl=queue_url, AttributeNames=["Policy"])
+    )
+    snapshot.add_transformer(snapshot.transform.key_value("Resource"))
+
+
+@markers.aws.validated
+def test_update_sqs_queuepolicy(deploy_cfn_template, aws_client, snapshot):
+    stack = deploy_stack(deploy_cfn_template, "sqs_with_queuepolicy.yml")
+    policy = aws_client.sqs.get_queue_attributes(
+        QueueUrl=stack.outputs["QueueUrlOutput"], AttributeNames=["Policy"]
+    )
+    snapshot.match("policy1", policy["Attributes"]["Policy"])
+
+    updated_stack = deploy_stack(
+        deploy_cfn_template,
+        "sqs_with_queuepolicy_updated.yml",
+        is_update=True,
+        stack_name=stack.stack_name,
+    )
+
+    def check_policy_updated():
+        policy_updated = aws_client.sqs.get_queue_attributes(
+            QueueUrl=updated_stack.outputs["QueueUrlOutput"], AttributeNames=["Policy"]
+        )
+        assert policy_updated["Attributes"]["Policy"] != policy["Attributes"]["Policy"]
+        return policy_updated
+
+    wait_until(check_policy_updated)
+
+    policy = aws_client.sqs.get_queue_attributes(
+        QueueUrl=updated_stack.outputs["QueueUrlOutput"], AttributeNames=["Policy"]
+    )
+
+    snapshot.match("policy2", policy["Attributes"]["Policy"])
+    snapshot.add_transformer(snapshot.transform.cloudformation_api())
+
+
+# TODO: add the following test cases:
+#  - update to add two additional queues (1 -> 3)
+#  - update to remove two of the queues (3 -> 1)
+#  - Update to remove queuepolicy from the template.
diff --git a/tests/aws/services/sqs/resource_providers/test_aws_sqs_queuepolicy.snapshot.json b/tests/aws/services/sqs/resource_providers/test_aws_sqs_queuepolicy.snapshot.json
new file mode 100644
index 0000000000000..a78d2dd9d29f2
--- /dev/null
+++ b/tests/aws/services/sqs/resource_providers/test_aws_sqs_queuepolicy.snapshot.json
@@ -0,0 +1,66 @@
+{
+  "tests/aws/services/sqs/resource_providers/test_aws_sqs_queuepolicy.py::test_sqs_queue_policy": {
+    "recorded-date": "07-12-2025, 18:56:21",
+    "recorded-content": {
+      "policy": {
+        "Attributes": {
+          "Policy": {
+            "Version": "2012-10-17",
+            "Statement": [
+              {
+                "Effect": "Allow",
+                "Principal": "*",
+                "Action": [
+                  "sqs:SendMessage",
+                  "sqs:GetQueueAttributes",
+                  "sqs:GetQueueUrl"
+                ],
+                "Resource": "<resource:1>"
+              }
+            ]
+          }
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/sqs/resource_providers/test_aws_sqs_queuepolicy.py::test_update_sqs_queuepolicy": {
+    "recorded-date": "07-12-2025, 18:58:54",
+    "recorded-content": {
+      "policy1": {
+        "Version": "2012-10-17",
+        "Statement": [
+          {
+            "Effect": "Allow",
+            "Principal": "*",
+            "Action": [
+              "sqs:SendMessage",
+              "sqs:GetQueueAttributes",
+              "sqs:GetQueueUrl"
+            ],
+            "Resource": "arn:<partition>:sqs:<region>:111111111111:<resource:1>"
+          }
+        ]
+      },
+      "policy2": {
+        "Version": "2012-10-17",
+        "Statement": [
+          {
+            "Effect": "Allow",
+            "Principal": "*",
+            "Action": [
+              "sqs:SendMessage",
+              "sqs:GetQueueAttributes",
+              "sqs:GetQueueUrl",
+              "sqs:DeleteMessage"
+            ],
+            "Resource": "arn:<partition>:sqs:<region>:111111111111:<resource:1>"
+          }
+        ]
+      }
+    }
+  }
+}
diff --git a/tests/aws/services/sqs/resource_providers/test_aws_sqs_queuepolicy.validation.json b/tests/aws/services/sqs/resource_providers/test_aws_sqs_queuepolicy.validation.json
new file mode 100644
index 0000000000000..4e3c984576684
--- /dev/null
+++ b/tests/aws/services/sqs/resource_providers/test_aws_sqs_queuepolicy.validation.json
@@ -0,0 +1,11 @@
+{
+  "tests/aws/services/sqs/resource_providers/test_aws_sqs_queuepolicy.py::test_sqs_queue_policy": {
+    "last_validated_date": "2025-12-07T18:57:27+00:00",
+    "durations_in_seconds": {
+      "setup": 1.1,
+      "call": 44.01,
+      "teardown": 66.41,
+      "total": 111.52
+    }
+  }
+}
diff --git a/tests/aws/services/sqs/test_sqs.py b/tests/aws/services/sqs/test_sqs.py
index 5580968f6264e..8867b9ae99182 100644
--- a/tests/aws/services/sqs/test_sqs.py
+++ b/tests/aws/services/sqs/test_sqs.py
@@ -4648,6 +4648,29 @@ def test_sse_queue_attributes(self, sqs_create_queue, snapshot, aws_sqs_client):
         )
         snapshot.match("sse_sqs_attributes", response)
 
+    @markers.aws.validated
+    @markers.snapshot.skip_snapshot_verify(paths=["$..Attributes.SqsManagedSseEnabled"])
+    def test_set_queue_attributes_default_values(self, sqs_create_queue, snapshot, aws_sqs_client):
+        queue_url = sqs_create_queue()
+        response = aws_sqs_client.get_queue_attributes(QueueUrl=queue_url, AttributeNames=["All"])
+        snapshot.match("get-queue-attributes-initial-values", response)
+
+        updated_attributes = {
+            "KmsMasterKeyId": "testKeyId",
+            "KmsDataKeyReusePeriodSeconds": "6000",
+        }
+        aws_sqs_client.set_queue_attributes(QueueUrl=queue_url, Attributes=updated_attributes)
+        response = aws_sqs_client.get_queue_attributes(QueueUrl=queue_url, AttributeNames=["All"])
+        snapshot.match("get-queue-attributes-after-update", response)
+
+        default_attributes = {
+            "KmsMasterKeyId": "",
+            "KmsDataKeyReusePeriodSeconds": "300",
+        }
+        aws_sqs_client.set_queue_attributes(QueueUrl=queue_url, Attributes=default_attributes)
+        response = aws_sqs_client.get_queue_attributes(QueueUrl=queue_url, AttributeNames=["All"])
+        snapshot.match("get-queue-attributes-after-set-to-defaults", response)
+
     @pytest.mark.skip(reason="validation currently not implemented in localstack")
     @markers.aws.validated
     def test_sse_kms_and_sqs_are_mutually_exclusive(
diff --git a/tests/aws/services/sqs/test_sqs.snapshot.json b/tests/aws/services/sqs/test_sqs.snapshot.json
index 947712e9394f6..cbf0839eaf311 100644
--- a/tests/aws/services/sqs/test_sqs.snapshot.json
+++ b/tests/aws/services/sqs/test_sqs.snapshot.json
@@ -4801,5 +4801,139 @@
         }
       }
     }
+  },
+  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_set_queue_attributes_default_values[sqs]": {
+    "recorded-date": "10-12-2025, 18:38:55",
+    "recorded-content": {
+      "get-queue-attributes-initial-values": {
+        "Attributes": {
+          "ApproximateNumberOfMessages": "0",
+          "ApproximateNumberOfMessagesDelayed": "0",
+          "ApproximateNumberOfMessagesNotVisible": "0",
+          "CreatedTimestamp": "timestamp",
+          "DelaySeconds": "0",
+          "LastModifiedTimestamp": "timestamp",
+          "MaximumMessageSize": "1048576",
+          "MessageRetentionPeriod": "345600",
+          "QueueArn": "arn:<partition>:sqs:<region>:111111111111:<resource:1>",
+          "ReceiveMessageWaitTimeSeconds": "0",
+          "SqsManagedSseEnabled": "true",
+          "VisibilityTimeout": "30"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "get-queue-attributes-after-update": {
+        "Attributes": {
+          "ApproximateNumberOfMessages": "0",
+          "ApproximateNumberOfMessagesDelayed": "0",
+          "ApproximateNumberOfMessagesNotVisible": "0",
+          "CreatedTimestamp": "timestamp",
+          "DelaySeconds": "0",
+          "KmsDataKeyReusePeriodSeconds": "6000",
+          "KmsMasterKeyId": "testKeyId",
+          "LastModifiedTimestamp": "timestamp",
+          "MaximumMessageSize": "1048576",
+          "MessageRetentionPeriod": "345600",
+          "QueueArn": "arn:<partition>:sqs:<region>:111111111111:<resource:1>",
+          "ReceiveMessageWaitTimeSeconds": "0",
+          "SqsManagedSseEnabled": "false",
+          "VisibilityTimeout": "30"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "get-queue-attributes-after-set-to-defaults": {
+        "Attributes": {
+          "ApproximateNumberOfMessages": "0",
+          "ApproximateNumberOfMessagesDelayed": "0",
+          "ApproximateNumberOfMessagesNotVisible": "0",
+          "CreatedTimestamp": "timestamp",
+          "DelaySeconds": "0",
+          "LastModifiedTimestamp": "timestamp",
+          "MaximumMessageSize": "1048576",
+          "MessageRetentionPeriod": "345600",
+          "QueueArn": "arn:<partition>:sqs:<region>:111111111111:<resource:1>",
+          "ReceiveMessageWaitTimeSeconds": "0",
+          "SqsManagedSseEnabled": "false",
+          "VisibilityTimeout": "30"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_set_queue_attributes_default_values[sqs_query]": {
+    "recorded-date": "10-12-2025, 18:38:57",
+    "recorded-content": {
+      "get-queue-attributes-initial-values": {
+        "Attributes": {
+          "ApproximateNumberOfMessages": "0",
+          "ApproximateNumberOfMessagesDelayed": "0",
+          "ApproximateNumberOfMessagesNotVisible": "0",
+          "CreatedTimestamp": "timestamp",
+          "DelaySeconds": "0",
+          "LastModifiedTimestamp": "timestamp",
+          "MaximumMessageSize": "1048576",
+          "MessageRetentionPeriod": "345600",
+          "QueueArn": "arn:<partition>:sqs:<region>:111111111111:<resource:1>",
+          "ReceiveMessageWaitTimeSeconds": "0",
+          "SqsManagedSseEnabled": "true",
+          "VisibilityTimeout": "30"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "get-queue-attributes-after-update": {
+        "Attributes": {
+          "ApproximateNumberOfMessages": "0",
+          "ApproximateNumberOfMessagesDelayed": "0",
+          "ApproximateNumberOfMessagesNotVisible": "0",
+          "CreatedTimestamp": "timestamp",
+          "DelaySeconds": "0",
+          "KmsDataKeyReusePeriodSeconds": "6000",
+          "KmsMasterKeyId": "testKeyId",
+          "LastModifiedTimestamp": "timestamp",
+          "MaximumMessageSize": "1048576",
+          "MessageRetentionPeriod": "345600",
+          "QueueArn": "arn:<partition>:sqs:<region>:111111111111:<resource:1>",
+          "ReceiveMessageWaitTimeSeconds": "0",
+          "SqsManagedSseEnabled": "false",
+          "VisibilityTimeout": "30"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "get-queue-attributes-after-set-to-defaults": {
+        "Attributes": {
+          "ApproximateNumberOfMessages": "0",
+          "ApproximateNumberOfMessagesDelayed": "0",
+          "ApproximateNumberOfMessagesNotVisible": "0",
+          "CreatedTimestamp": "timestamp",
+          "DelaySeconds": "0",
+          "LastModifiedTimestamp": "timestamp",
+          "MaximumMessageSize": "1048576",
+          "MessageRetentionPeriod": "345600",
+          "QueueArn": "arn:<partition>:sqs:<region>:111111111111:<resource:1>",
+          "ReceiveMessageWaitTimeSeconds": "0",
+          "SqsManagedSseEnabled": "false",
+          "VisibilityTimeout": "30"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/sqs/test_sqs.validation.json b/tests/aws/services/sqs/test_sqs.validation.json
index 31d6e8e01eb2e..c86ed337b2b42 100644
--- a/tests/aws/services/sqs/test_sqs.validation.json
+++ b/tests/aws/services/sqs/test_sqs.validation.json
@@ -755,6 +755,24 @@
   "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_set_empty_redrive_policy[sqs_query]": {
     "last_validated_date": "2024-08-20T14:14:11+00:00"
   },
+  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_set_queue_attributes_default_values[sqs]": {
+    "last_validated_date": "2025-12-10T18:38:55+00:00",
+    "durations_in_seconds": {
+      "setup": 2.41,
+      "call": 2.34,
+      "teardown": 0.29,
+      "total": 5.04
+    }
+  },
+  "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_set_queue_attributes_default_values[sqs_query]": {
+    "last_validated_date": "2025-12-10T18:38:57+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 2.21,
+      "teardown": 0.3,
+      "total": 2.52
+    }
+  },
   "tests/aws/services/sqs/test_sqs.py::TestSqsProvider::test_set_unsupported_attribute_fifo[sqs]": {
     "last_validated_date": "2024-05-14T22:23:46+00:00"
   },
diff --git a/tests/aws/templates/sqs_fifo_autogenerate_name.yaml b/tests/aws/templates/sqs_fifo_autogenerate_name.yaml
deleted file mode 100644
index 62e85cf2aa551..0000000000000
--- a/tests/aws/templates/sqs_fifo_autogenerate_name.yaml
+++ /dev/null
@@ -1,22 +0,0 @@
-Parameters:
-  IsFifo:
-    Type: String
-
-Conditions:
-  IsFifo: !Equals [ !Ref IsFifo, "true"]
-
-Resources:
-  FooQueueA2A23E59:
-    Type: AWS::SQS::Queue
-    Properties:
-      ContentBasedDeduplication: !If [ IsFifo, "true", !Ref AWS::NoValue ]
-      FifoQueue: !If [ IsFifo, "true", !Ref AWS::NoValue ]
-      VisibilityTimeout: 300
-    UpdateReplacePolicy: Delete
-    DeletionPolicy: Delete
-Outputs:
-  FooQueueName:
-    Value:
-      Fn::GetAtt:
-        - FooQueueA2A23E59
-        - QueueName
diff --git a/tests/aws/templates/sqs_fifo_queue.yml b/tests/aws/templates/sqs_fifo_queue.yml
deleted file mode 100644
index 6d1077a421c4c..0000000000000
--- a/tests/aws/templates/sqs_fifo_queue.yml
+++ /dev/null
@@ -1,18 +0,0 @@
-AWSTemplateFormatVersion: 2010-09-09
-Parameters:
-    QueueName:
-        Type: String
-        Default: "test-queue"
-        Description: "Name of the SQS queue"
-Resources:
-  FifoQueue:
-    Type: 'AWS::SQS::Queue'
-    Properties:
-      QueueName: !Sub "${QueueName}.fifo"
-      ContentBasedDeduplication: "false"
-      FifoQueue: "true"
-
-Outputs:
-  QueueURL:
-    Value: !GetAtt FifoQueue.QueueName
-    Description: "URL of the SQS queue"
diff --git a/tests/aws/templates/sqs_queue_update_no_change.yml b/tests/aws/templates/sqs_queue_update_no_change.yml
deleted file mode 100644
index dad49efefd6fb..0000000000000
--- a/tests/aws/templates/sqs_queue_update_no_change.yml
+++ /dev/null
@@ -1,29 +0,0 @@
-Parameters:
-  AddBucket:
-    Type: String
-    AllowedValues:
-      - "true"
-      - "false"
-
-  BucketName:
-    Type: String
-
-Conditions:
-  ShouldDeployBucket: !Equals ["true", !Ref AddBucket]
-
-Resources:
-  Queue:
-    Type: AWS::SQS::Queue
-
-  Bucket:
-    Type: AWS::S3::Bucket
-    Condition: ShouldDeployBucket
-    Properties:
-      BucketName: !Ref BucketName
-
-Outputs:
-  QueueUrl:
-    Value: !Ref Queue
-
-  QueueArn:
-    Value: !GetAtt Queue.Arn
diff --git a/tests/unit/services/cloudformation/test_provider_utils.py b/tests/unit/services/cloudformation/test_provider_utils.py
index 78ee6b73727d6..dad72ee3534de 100644
--- a/tests/unit/services/cloudformation/test_provider_utils.py
+++ b/tests/unit/services/cloudformation/test_provider_utils.py
@@ -200,3 +200,17 @@ def test_lower_camelcase_to_pascalcase_skip_keys(self):
             original_dict, skip_keys={"Configuration"}
         )
         assert converted_dict == target_dict
+
+    def test_resource_tags_to_remove_or_update(self):
+        previous = [
+            {"Key": "k1", "Value": "v1"},
+            {"Key": "k2", "Value": "v2"},
+            {"Key": "k3", "Value": "v3"},
+            {"Key": "k4", "Value": "v4"},
+        ]
+        desired = [{"Key": "k2", "Value": "v2-updated"}, {"Key": "k3", "Value": "v3"}]
+
+        to_remove, to_update = utils.resource_tags_to_remove_or_update(previous, desired)
+
+        assert sorted(to_remove) == ["k1", "k4"]
+        assert to_update == {"k2": "v2-updated", "k3": "v3"}

From d6882f93846f46f3245be9d5bc827e8a4afdfb99 Mon Sep 17 00:00:00 2001
From: Joel Scheuner <joel.scheuner.dev@gmail.com>
Date: Fri, 12 Dec 2025 10:04:12 +0100
Subject: [PATCH 462/697] Handle latest version restore for Lambda with
 capacity provider (#13495)

Co-authored-by: Anisa Oshafi <anisaoshafi@gmail.com>
---
 .../localstack/services/lambda_/provider.py   | 30 +++++++++++--------
 1 file changed, 18 insertions(+), 12 deletions(-)

diff --git a/localstack-core/localstack/services/lambda_/provider.py b/localstack-core/localstack/services/lambda_/provider.py
index 62f187149b331..4e7218ee1a424 100644
--- a/localstack-core/localstack/services/lambda_/provider.py
+++ b/localstack-core/localstack/services/lambda_/provider.py
@@ -307,20 +307,26 @@ def on_after_state_load(self):
             for region_name, state in account_bundle.items():
                 for fn in state.functions.values():
                     for fn_version in fn.versions.values():
-                        # restore the "Pending" state for every function version and start it
                         try:
-                            new_state = VersionState(
-                                state=State.Pending,
-                                code=StateReasonCode.Creating,
-                                reason="The function is being created.",
-                            )
-                            new_config = dataclasses.replace(fn_version.config, state=new_state)
-                            new_version = dataclasses.replace(fn_version, config=new_config)
-                            fn.versions[fn_version.id.qualifier] = new_version
-                            # TODO: consider skipping this for $LATEST versions of functions with a capacity provider
-                            self.lambda_service.create_function_version(fn_version).result(
-                                timeout=5
+                            # $LATEST is not invokable for Lambda functions with a capacity provider
+                            # and has a different State (i.e., ActiveNonInvokable)
+                            is_capacity_provider_latest = (
+                                fn_version.config.CapacityProviderConfig
+                                and fn_version.id.qualifier == "$LATEST"
                             )
+                            if not is_capacity_provider_latest:
+                                # Restore the "Pending" state for the function version and start it
+                                new_state = VersionState(
+                                    state=State.Pending,
+                                    code=StateReasonCode.Creating,
+                                    reason="The function is being created.",
+                                )
+                                new_config = dataclasses.replace(fn_version.config, state=new_state)
+                                new_version = dataclasses.replace(fn_version, config=new_config)
+                                fn.versions[fn_version.id.qualifier] = new_version
+                                self.lambda_service.create_function_version(fn_version).result(
+                                    timeout=5
+                                )
                         except Exception:
                             LOG.warning(
                                 "Failed to restore function version %s",

From ee8518d9e7687ab3664bba878dfd46848c016fc5 Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Fri, 12 Dec 2025 11:29:34 +0000
Subject: [PATCH 463/697] dev: support executing kubernetes dev setup on
 command execution (#13509)

---
 .../localstack/dev/kubernetes/__main__.py     | 53 ++++++++++++++-----
 1 file changed, 39 insertions(+), 14 deletions(-)

diff --git a/localstack-core/localstack/dev/kubernetes/__main__.py b/localstack-core/localstack/dev/kubernetes/__main__.py
index 81d11a08b1381..a72a0dfe32604 100644
--- a/localstack-core/localstack/dev/kubernetes/__main__.py
+++ b/localstack-core/localstack/dev/kubernetes/__main__.py
@@ -1,5 +1,7 @@
 import dataclasses
 import os
+import shlex
+import subprocess as sp
 from typing import Literal
 
 import click
@@ -315,12 +317,11 @@ def generate_k8s_helm_overrides(
     return overrides
 
 
-def write_file(content: dict, output_path: str, file_name: str):
-    path = os.path.join(output_path, file_name)
-    with open(path, "w") as f:
+def write_file(content: dict, output_path: str):
+    with open(output_path, "w") as f:
         f.write(yaml.dump(content))
         f.close()
-        print(f"Generated file at {path}")
+        print(f"Generated file at {output_path}")
 
 
 def print_file(content: dict, file_name: str):
@@ -330,6 +331,22 @@ def print_file(content: dict, file_name: str):
     print("=====================================")
 
 
+def generate_k3d_command(config_file_path: str) -> str:
+    return f"k3d cluster create --config {config_file_path}"
+
+
+def generate_helm_command(overrides_file_path: str) -> str:
+    return f"helm upgrade --install localstack localstack/localstack -f {overrides_file_path}"
+
+
+def execute_deployment(config_file_path: str, overrides_file_path: str):
+    """
+    Use the k3d and helm commands to create a cluster and deploy LocalStack in one command
+    """
+    sp.check_call(shlex.split(generate_k3d_command(config_file_path)))
+    sp.check_call(shlex.split(generate_helm_command(overrides_file_path)))
+
+
 @click.command("run")
 @click.option(
     "--pro", is_flag=True, default=None, help="Mount the localstack-pro code into the cluster."
@@ -386,6 +403,13 @@ def print_file(content: dict, file_name: str):
     help="DNS port to expose from the kubernetes node. It is applied only if --expose-dns is set.",
     type=click.IntRange(0, 65535),
 )
+@click.option(
+    "--execute",
+    "-x",
+    is_flag=True,
+    default=False,
+    help="Execute deployment from generated config files. Implies -w/--write.",
+)
 @click.argument("command", nargs=-1, required=False)
 def run(
     pro: bool = None,
@@ -400,6 +424,7 @@ def run(
     port: int = None,
     expose_dns: bool = False,
     dns_port: int = 53,
+    execute: bool = False,
 ):
     """
     A tool for localstack developers to generate the kubernetes cluster configuration file and the overrides to mount the localstack code into the cluster.
@@ -416,25 +441,25 @@ def run(
     overrides_file = overrides_file or "overrides.yml"
     config_file = config_file or "configuration.yml"
 
-    if write:
-        write_file(config, output_dir, config_file)
-        write_file(overrides, output_dir, overrides_file)
+    overrides_file_path = os.path.join(output_dir, overrides_file)
+    config_file_path = os.path.join(output_dir, config_file)
+
+    if write or execute:
+        write_file(config, config_file_path)
+        write_file(overrides, overrides_file_path)
+        if execute:
+            execute_deployment(config_file, overrides_file)
     else:
         print_file(config, config_file)
         print_file(overrides, overrides_file)
 
-    overrides_file_path = os.path.join(output_dir, overrides_file)
-    config_file_path = os.path.join(output_dir, config_file)
-
     print("\nTo create a k3d cluster with the generated configuration, follow these steps:")
     print("1. Run the following command to create the cluster:")
-    print(f"\n    k3d cluster create --config {config_file_path}\n")
+    print(f"\n    {generate_k3d_command(config_file_path)}\n")
 
     print("2. Once the cluster is created, start LocalStack with the generated overrides:")
     print("\n    helm repo add localstack https://localstack.github.io/helm-charts # (if required)")
-    print(
-        f"\n    helm upgrade --install localstack localstack/localstack -f {overrides_file_path}\n"
-    )
+    print(f"\n    {generate_helm_command(overrides_file_path)}\n")
 
 
 def main():

From 5c50585c886f920e3c01bd81c96fbb850a958256 Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Mon, 15 Dec 2025 09:30:50 +0100
Subject: [PATCH 464/697] Update CODEOWNERS (#13523)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
---
 CODEOWNERS | 24 ++++++++++++------------
 1 file changed, 12 insertions(+), 12 deletions(-)

diff --git a/CODEOWNERS b/CODEOWNERS
index 9a2d19782e9d8..051161500003f 100644
--- a/CODEOWNERS
+++ b/CODEOWNERS
@@ -165,10 +165,10 @@
 /tests/aws/services/iam/ @dfangl @pinzon
 
 # kms
-/localstack-core/localstack/aws/api/kms/ @sannya-singal
-/localstack-core/localstack/services/kms/ @sannya-singal
-/tests/aws/services/kms/ @sannya-singal
-/tests/unit/services/kms/ @sannya-singal
+/localstack-core/localstack/aws/api/kms/ @sannya-singal @k-a-il
+/localstack-core/localstack/services/kms/ @sannya-singal @k-a-il
+/tests/aws/services/kms/ @sannya-singal @k-a-il
+/tests/unit/services/kms/ @sannya-singal @k-a-il
 
 # lambda
 /localstack-core/localstack/aws/api/lambda_/ @joe4dev @dominikschubert @dfangl @gregfurman
@@ -189,7 +189,7 @@
 /tests/unit/services/opensearch/ @alexrashed @silv-io
 
 # pipes
-/localstack-core/localstack/aws/api/pipes/ @tiurin @gregfurman @joe4dev
+/localstack-core/localstack/aws/api/pipes/ @tiurin @gregfurman @joe4dev @carole-lavillonniere
 
 # resourcegroupstaggingapi
 /localstack-core/localstack/aws/api/resourcegroupstaggingapi/ @aidehn
@@ -245,10 +245,10 @@
 /tests/aws/services/ssm/ @viren-nadkarni @dominikschubert
 
 # stepfunctions
-/localstack-core/localstack/aws/api/stepfunctions/ @dominikschubert @joe4dev @gregfurman
-/localstack-core/localstack/services/stepfunctions/ @dominikschubert @joe4dev @gregfurman
-/tests/aws/services/stepfunctions/ @dominikschubert @joe4dev @gregfurman
-/tests/unit/services/stepfunctions/ @dominikschubert @joe4dev @gregfurman
+/localstack-core/localstack/aws/api/stepfunctions/ @dominikschubert @joe4dev @gregfurman @tiurin
+/localstack-core/localstack/services/stepfunctions/ @dominikschubert @joe4dev @gregfurman @tiurin
+/tests/aws/services/stepfunctions/ @dominikschubert @joe4dev @gregfurman @tiurin
+/tests/unit/services/stepfunctions/ @dominikschubert @joe4dev @gregfurman @tiurin
 
 # sts
 /localstack-core/localstack/aws/api/sts/ @pinzon @dfangl
@@ -256,6 +256,6 @@
 /tests/aws/services/sts/ @pinzon @dfangl
 
 # transcribe
-/localstack-core/localstack/aws/api/transcribe/ @sannya-singal
-/localstack-core/localstack/services/transcribe/ @sannya-singal
-/tests/aws/services/transcribe/ @sannya-singal
+/localstack-core/localstack/aws/api/transcribe/ @sannya-singal @silv-io @k-a-il
+/localstack-core/localstack/services/transcribe/ @sannya-singal @silv-io @k-a-il
+/tests/aws/services/transcribe/ @sannya-singal @silv-io @k-a-il

From bca55956d2ef099db5b07936e7790da70c1b08f8 Mon Sep 17 00:00:00 2001
From: Viren Nadkarni <viren.nadkarni@localstack.cloud>
Date: Mon, 15 Dec 2025 14:52:36 +0530
Subject: [PATCH 465/697] Retire IoT Analytics (#13464)

---
 localstack-core/localstack/utils/aws/client_types.py | 2 --
 pyproject.toml                                       | 2 +-
 requirements-typehint.txt                            | 2 --
 tests/unit/aws/test_connect.py                       | 1 -
 4 files changed, 1 insertion(+), 6 deletions(-)

diff --git a/localstack-core/localstack/utils/aws/client_types.py b/localstack-core/localstack/utils/aws/client_types.py
index cbabcc568b8e9..1c989fea63652 100644
--- a/localstack-core/localstack/utils/aws/client_types.py
+++ b/localstack-core/localstack/utils/aws/client_types.py
@@ -61,7 +61,6 @@
     from mypy_boto3_identitystore import IdentityStoreClient
     from mypy_boto3_iot import IoTClient
     from mypy_boto3_iot_data import IoTDataPlaneClient
-    from mypy_boto3_iotanalytics import IoTAnalyticsClient
     from mypy_boto3_iotwireless import IoTWirelessClient
     from mypy_boto3_kafka import KafkaClient
     from mypy_boto3_kinesis import KinesisClient
@@ -184,7 +183,6 @@ class TypedServiceClientFactory(abc.ABC):
     identitystore: Union["IdentityStoreClient", "MetadataRequestInjector[IdentityStoreClient]"]
     iot: Union["IoTClient", "MetadataRequestInjector[IoTClient]"]
     iot_data: Union["IoTDataPlaneClient", "MetadataRequestInjector[IoTDataPlaneClient]"]
-    iotanalytics: Union["IoTAnalyticsClient", "MetadataRequestInjector[IoTAnalyticsClient]"]
     iotwireless: Union["IoTWirelessClient", "MetadataRequestInjector[IoTWirelessClient]"]
     kafka: Union["KafkaClient", "MetadataRequestInjector[KafkaClient]"]
     kinesis: Union["KinesisClient", "MetadataRequestInjector[KinesisClient]"]
diff --git a/pyproject.toml b/pyproject.toml
index e6b37c3dc2cd5..7d568fd3d260e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -146,7 +146,7 @@ typehint = [
     # typehint is an optional extension of the dev dependencies
     "localstack-core[dev]",
     # pinned / updated by ASF update action
-    "boto3-stubs[acm,acm-pca,amplify,apigateway,apigatewayv2,appconfig,appconfigdata,application-autoscaling,appsync,athena,autoscaling,backup,batch,ce,cloudcontrol,cloudformation,cloudfront,cloudtrail,cloudwatch,codebuild,codecommit,codeconnections,codedeploy,codepipeline,codestar-connections,cognito-identity,cognito-idp,dms,docdb,dynamodb,dynamodbstreams,ec2,ecr,ecs,efs,eks,elasticache,elasticbeanstalk,elbv2,emr,emr-serverless,es,events,firehose,fis,glacier,glue,iam,identitystore,iot,iot-data,iotanalytics,iotwireless,kafka,kinesis,kinesisanalyticsv2,kms,lakeformation,lambda,logs,managedblockchain,mediaconvert,mediastore,mq,mwaa,neptune,opensearch,organizations,pi,pipes,pinpoint,rds,rds-data,redshift,redshift-data,resource-groups,resourcegroupstaggingapi,route53,route53resolver,s3,s3control,sagemaker,sagemaker-runtime,secretsmanager,serverlessrepo,servicediscovery,ses,sesv2,sns,sqs,ssm,sso-admin,stepfunctions,sts,timestream-query,timestream-write,transcribe,verifiedpermissions,wafv2,xray]",
+    "boto3-stubs[acm,acm-pca,amplify,apigateway,apigatewayv2,appconfig,appconfigdata,application-autoscaling,appsync,athena,autoscaling,backup,batch,ce,cloudcontrol,cloudformation,cloudfront,cloudtrail,cloudwatch,codebuild,codecommit,codeconnections,codedeploy,codepipeline,codestar-connections,cognito-identity,cognito-idp,dms,docdb,dynamodb,dynamodbstreams,ec2,ecr,ecs,efs,eks,elasticache,elasticbeanstalk,elbv2,emr,emr-serverless,es,events,firehose,fis,glacier,glue,iam,identitystore,iot,iot-data,iotwireless,kafka,kinesis,kinesisanalyticsv2,kms,lakeformation,lambda,logs,managedblockchain,mediaconvert,mediastore,mq,mwaa,neptune,opensearch,organizations,pi,pipes,pinpoint,rds,rds-data,redshift,redshift-data,resource-groups,resourcegroupstaggingapi,route53,route53resolver,s3,s3control,sagemaker,sagemaker-runtime,secretsmanager,serverlessrepo,servicediscovery,ses,sesv2,sns,sqs,ssm,sso-admin,stepfunctions,sts,timestream-query,timestream-write,transcribe,verifiedpermissions,wafv2,xray]",
 ]
 
 [tool.setuptools]
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index d489c6ee37713..a16e1408e5fae 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -374,8 +374,6 @@ mypy-boto3-iot==1.42.3
     # via boto3-stubs
 mypy-boto3-iot-data==1.42.3
     # via boto3-stubs
-mypy-boto3-iotanalytics==1.42.3
-    # via boto3-stubs
 mypy-boto3-iotwireless==1.42.3
     # via boto3-stubs
 mypy-boto3-kafka==1.42.3
diff --git a/tests/unit/aws/test_connect.py b/tests/unit/aws/test_connect.py
index bf22f0d13b832..b545cd1c876d5 100644
--- a/tests/unit/aws/test_connect.py
+++ b/tests/unit/aws/test_connect.py
@@ -198,7 +198,6 @@ def test_external_aws_client_credentials_loaded_from_env_if_set_to_none(
             "iam",
             "iot",
             "iot_data",
-            "iotanalytics",
             "iotwireless",
             "kafka",
             "kinesis",

From dd720130fb3c0acac61c551dea2f948c0121d08d Mon Sep 17 00:00:00 2001
From: Kirill Artamonov <artamonov.kirill@gmail.com>
Date: Mon, 15 Dec 2025 10:51:24 +0100
Subject: [PATCH 466/697] fix getting-started URL in dev setup README (#13520)

---
 docs/development-environment-setup/README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/development-environment-setup/README.md b/docs/development-environment-setup/README.md
index f5342846143ad..d8497eab806df 100644
--- a/docs/development-environment-setup/README.md
+++ b/docs/development-environment-setup/README.md
@@ -1,7 +1,7 @@
 # Development Environment Setup
 
 Before you get started with contributing to LocalStack, make sure you’ve familiarized yourself with LocalStack from the perspective of a user.
-You can follow our [getting started guide](https://docs.localstack.cloud/get-started/).
+You can follow our [getting started guide](https://docs.localstack.cloud/getting-started/).
 Once LocalStack runs in your Docker environment and you’ve played around with the LocalStack and `awslocal` CLI, you can move forward to set up your developer environment.
 
 ## Development requirements

From 037ba1625786950243ea7ca769237625bd3e7151 Mon Sep 17 00:00:00 2001
From: Viren Nadkarni <viren.nadkarni@localstack.cloud>
Date: Mon, 15 Dec 2025 17:25:41 +0530
Subject: [PATCH 467/697] Include EC2 Libvirt VMM usage in analytics (#13502)

---
 localstack-core/localstack/runtime/analytics.py | 9 +++++++++
 1 file changed, 9 insertions(+)

diff --git a/localstack-core/localstack/runtime/analytics.py b/localstack-core/localstack/runtime/analytics.py
index d0df5995615ff..4e0a876ac4379 100644
--- a/localstack-core/localstack/runtime/analytics.py
+++ b/localstack-core/localstack/runtime/analytics.py
@@ -7,6 +7,8 @@
 
 LOG = logging.getLogger(__name__)
 
+# Config options for which both usage and values are reported in analytics.
+# Important: This list must only contain options whose values do not contain PII or sensitive data.
 TRACKED_ENV_VAR = [
     "ACTIVATE_PRO",
     "ALLOW_NONSTANDARD_REGIONS",
@@ -28,6 +30,7 @@
     "DYNAMODB_IN_MEMORY",
     "DYNAMODB_REMOVE_EXPIRED_ITEMS",
     "EAGER_SERVICE_LOADING",
+    "EC2_DOCKER_INIT",
     "EC2_VM_MANAGER",
     "ECS_TASK_EXECUTOR",
     "EDGE_PORT",
@@ -73,9 +76,15 @@
     "USE_SSL",
 ]
 
+# Config options for which only the usage is reported in analytics.
+# Use this for options which may hold sensitive data or PII.
 PRESENCE_ENV_VAR = [
     "DATA_DIR",
     "EDGE_FORWARD_URL",  # Not functional; deprecated in 1.4.0, removed in 3.0.0
+    "EC2_HYPERVISOR_URI",
+    "EC2_REFERENCE_DOMAIN",
+    "EC2_LIBVIRT_NETWORK",
+    "EC2_LIBVIRT_POOL",
     "GATEWAY_LISTEN",
     "HOSTNAME",
     "HOSTNAME_EXTERNAL",

From bad88084552364a8203a92e673c85e5682335114 Mon Sep 17 00:00:00 2001
From: Bernhard Matyas <90144234+baermat@users.noreply.github.com>
Date: Mon, 15 Dec 2025 13:33:36 +0100
Subject: [PATCH 468/697] SNS: v2 permission operations (#13516)

---
 .../localstack/services/sns/constants.py      |  13 ++
 .../localstack/services/sns/v2/provider.py    |  59 ++++++
 tests/aws/services/sns/test_sns.py            | 101 +++++++++
 tests/aws/services/sns/test_sns.snapshot.json | 193 ++++++++++++++++++
 .../aws/services/sns/test_sns.validation.json |  45 ++++
 5 files changed, 411 insertions(+)

diff --git a/localstack-core/localstack/services/sns/constants.py b/localstack-core/localstack/services/sns/constants.py
index 702a5590378d1..e4c6ca81c7f22 100644
--- a/localstack-core/localstack/services/sns/constants.py
+++ b/localstack-core/localstack/services/sns/constants.py
@@ -25,6 +25,19 @@
     "SubscriptionRoleArn",
 ]
 
+
+VALID_POLICY_ACTIONS = [
+    "GetTopicAttributes",
+    "SetTopicAttributes",
+    "AddPermission",
+    "RemovePermission",
+    "DeleteTopic",
+    "Subscribe",
+    "ListSubscriptionsByTopic",
+    "Publish",
+    "Receive",
+]
+
 MSG_ATTR_NAME_REGEX = re.compile(r"^(?!\.)(?!.*\.$)(?!.*\.\.)[a-zA-Z0-9_\-.]+$")
 ATTR_TYPE_REGEX = re.compile(r"^(String|Number|Binary)\..+$")
 VALID_MSG_ATTR_NAME_CHARS = set(ascii_letters + digits + "." + "-" + "_")
diff --git a/localstack-core/localstack/services/sns/v2/provider.py b/localstack-core/localstack/services/sns/v2/provider.py
index cc9610b42e39e..78fcc757dffc9 100644
--- a/localstack-core/localstack/services/sns/v2/provider.py
+++ b/localstack-core/localstack/services/sns/v2/provider.py
@@ -10,6 +10,7 @@
 
 from localstack.aws.api import CommonServiceException, RequestContext
 from localstack.aws.api.sns import (
+    ActionsList,
     AmazonResourceName,
     BatchEntryIdsNotDistinctException,
     CheckIfPhoneNumberIsOptedOutResponse,
@@ -17,6 +18,7 @@
     CreateEndpointResponse,
     CreatePlatformApplicationResponse,
     CreateTopicResponse,
+    DelegatesList,
     Endpoint,
     EndpointDisabledException,
     GetEndpointAttributesResponse,
@@ -60,6 +62,7 @@
     attributeValue,
     authenticateOnUnsubscribe,
     endpoint,
+    label,
     message,
     messageStructure,
     nextToken,
@@ -88,6 +91,7 @@
     SUBSCRIPTION_TOKENS_ENDPOINT,
     VALID_APPLICATION_PLATFORMS,
     VALID_MSG_ATTR_NAME_CHARS,
+    VALID_POLICY_ACTIONS,
     VALID_SUBSCRIPTION_ATTR_NAME,
 )
 from localstack.services.sns.filter import FilterPolicyValidator
@@ -1114,6 +1118,61 @@ def opt_in_phone_number(
             store.PHONE_NUMBERS_OPTED_OUT.remove(phone_number)
         return OptInPhoneNumberResponse()
 
+    #
+    # Permission operations
+    #
+
+    def add_permission(
+        self,
+        context: RequestContext,
+        topic_arn: topicARN,
+        label: label,
+        aws_account_id: DelegatesList,
+        action_name: ActionsList,
+        **kwargs,
+    ) -> None:
+        topic: Topic = self._get_topic(topic_arn, context)
+        policy = json.loads(topic["attributes"]["Policy"])
+        statement = next(
+            (statement for statement in policy["Statement"] if statement["Sid"] == label),
+            None,
+        )
+
+        if statement:
+            raise InvalidParameterException("Invalid parameter: Statement already exists")
+
+        if any(action not in VALID_POLICY_ACTIONS for action in action_name):
+            raise InvalidParameterException(
+                "Invalid parameter: Policy statement action out of service scope!"
+            )
+
+        principals = [
+            f"arn:{get_partition(context.region)}:iam::{account_id}:root"
+            for account_id in aws_account_id
+        ]
+        actions = [f"SNS:{action}" for action in action_name]
+
+        statement = {
+            "Sid": label,
+            "Effect": "Allow",
+            "Principal": {"AWS": principals[0] if len(principals) == 1 else principals},
+            "Action": actions[0] if len(actions) == 1 else actions,
+            "Resource": topic_arn,
+        }
+
+        policy["Statement"].append(statement)
+        topic["attributes"]["Policy"] = json.dumps(policy)
+
+    def remove_permission(
+        self, context: RequestContext, topic_arn: topicARN, label: label, **kwargs
+    ) -> None:
+        topic = self._get_topic(topic_arn, context)
+        policy = json.loads(topic["attributes"]["Policy"])
+        statements = policy["Statement"]
+        statements = [statement for statement in statements if statement["Sid"] != label]
+        policy["Statement"] = statements
+        topic["attributes"]["Policy"] = json.dumps(policy)
+
     def list_tags_for_resource(
         self, context: RequestContext, resource_arn: AmazonResourceName, **kwargs
     ) -> ListTagsForResourceResponse:
diff --git a/tests/aws/services/sns/test_sns.py b/tests/aws/services/sns/test_sns.py
index 01e0b559e217b..685b015d206b5 100644
--- a/tests/aws/services/sns/test_sns.py
+++ b/tests/aws/services/sns/test_sns.py
@@ -517,6 +517,107 @@ def test_topic_get_attributes_with_fifo_false(self, sns_create_topic, aws_client
             )
         snapshot.match("set-fifo-false-after-creation", e.value.response)
 
+    @markers.aws.validated
+    def test_topic_add_permission(self, sns_create_topic, aws_client, snapshot, account_id):
+        topic_arn = sns_create_topic()["TopicArn"]
+        resp = aws_client.sns.add_permission(
+            TopicArn=topic_arn, Label="test", AWSAccountId=[account_id], ActionName=["Publish"]
+        )
+        snapshot.match("add-permission-response", resp)
+
+        attributes_resp = aws_client.sns.get_topic_attributes(TopicArn=topic_arn)
+        policy_str = attributes_resp["Attributes"]["Policy"]
+        policy_json = json.loads(policy_str)
+        snapshot.match("topic-policy-after-permission", policy_json)
+
+    @markers.aws.validated
+    def test_topic_add_multiple_permissions(
+        self, sns_create_topic, aws_client, snapshot, account_id
+    ):
+        topic_arn = sns_create_topic()["TopicArn"]
+        resp = aws_client.sns.add_permission(
+            TopicArn=topic_arn,
+            Label="test",
+            AWSAccountId=[account_id],
+            ActionName=["Publish", "Subscribe"],
+        )
+        snapshot.match("add-permission-response", resp)
+
+        attributes_resp = aws_client.sns.get_topic_attributes(TopicArn=topic_arn)
+        policy_str = attributes_resp["Attributes"]["Policy"]
+        policy_json = json.loads(policy_str)
+        snapshot.match("topic-policy-after-permission", policy_json)
+
+    @markers.aws.validated
+    def test_topic_remove_permission(self, sns_create_topic, aws_client, snapshot, account_id):
+        topic_arn = sns_create_topic()["TopicArn"]
+        label = "test"
+        aws_client.sns.add_permission(
+            TopicArn=topic_arn, Label=label, AWSAccountId=[account_id], ActionName=["Publish"]
+        )
+
+        aws_client.sns.remove_permission(TopicArn=topic_arn, Label=label)
+        attributes_resp = aws_client.sns.get_topic_attributes(TopicArn=topic_arn)
+        policy_str = attributes_resp["Attributes"]["Policy"]
+        policy_json = json.loads(policy_str)
+        snapshot.match("topic-policy", policy_json)
+
+    @markers.snapshot.skip_snapshot_verify(paths=["$..Error.Message"], condition=is_sns_v1_provider)
+    @markers.aws.validated
+    def test_add_permission_errors(self, snapshot, aws_client, account_id):
+        topic_name = f"topic-{short_uid()}"
+        topic_arn = aws_client.sns.create_topic(Name=topic_name)["TopicArn"]
+
+        aws_client.sns.add_permission(
+            TopicArn=topic_arn,
+            Label="test",
+            AWSAccountId=[account_id],
+            ActionName=["Publish"],
+        )
+
+        with pytest.raises(ClientError) as e:
+            aws_client.sns.add_permission(
+                TopicArn=topic_arn,
+                Label="test",
+                AWSAccountId=[account_id],
+                ActionName=["AddPermission"],
+            )
+        snapshot.match("duplicate-label", e.value.response)
+
+        with pytest.raises(ClientError) as e:
+            aws_client.sns.add_permission(
+                TopicArn=f"{topic_arn}-not-existing",
+                Label="test-2",
+                AWSAccountId=[account_id],
+                ActionName=["AddPermission"],
+            )
+        snapshot.match("topic-not-found", e.value.response)
+
+        with pytest.raises(ClientError) as e:
+            aws_client.sns.add_permission(
+                TopicArn=topic_arn,
+                Label="test-2",
+                AWSAccountId=[account_id],
+                ActionName=["InvalidAction"],
+            )
+        snapshot.match("invalid-action", e.value.response)
+
+    @markers.aws.validated
+    def test_remove_permission_errors(self, snapshot, aws_client, account_id):
+        topic_name = f"topic-{short_uid()}"
+        topic_arn = aws_client.sns.create_topic(Name=topic_name)["TopicArn"]
+        aws_client.sns.add_permission(
+            TopicArn=topic_arn,
+            Label="test",
+            AWSAccountId=[account_id],
+            ActionName=["Publish"],
+        )
+
+        with pytest.raises(ClientError) as e:
+            aws_client.sns.remove_permission(TopicArn=f"{topic_arn}-not-existing", Label="test")
+
+        snapshot.match("topic-not-found", e.value.response)
+
 
 class TestSNSPublishCrud:
     """
diff --git a/tests/aws/services/sns/test_sns.snapshot.json b/tests/aws/services/sns/test_sns.snapshot.json
index ada2c003d9c00..c205b9e9d052b 100644
--- a/tests/aws/services/sns/test_sns.snapshot.json
+++ b/tests/aws/services/sns/test_sns.snapshot.json
@@ -6835,5 +6835,198 @@
         }
       }
     }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSTopicCrudV2::test_topic_add_permission": {
+    "recorded-date": "11-12-2025, 11:43:04",
+    "recorded-content": {
+      "add-permission-response": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "topic-policy-after-permission": {
+        "Id": "__default_policy_ID",
+        "Statement": [
+          {
+            "Action": [
+              "SNS:GetTopicAttributes",
+              "SNS:SetTopicAttributes",
+              "SNS:AddPermission",
+              "SNS:RemovePermission",
+              "SNS:DeleteTopic",
+              "SNS:Subscribe",
+              "SNS:ListSubscriptionsByTopic",
+              "SNS:Publish"
+            ],
+            "Condition": {
+              "StringEquals": {
+                "AWS:SourceOwner": "111111111111"
+              }
+            },
+            "Effect": "Allow",
+            "Principal": {
+              "AWS": "*"
+            },
+            "Resource": "arn:<partition>:sns:<region>:111111111111:<resource:1>",
+            "Sid": "__default_statement_ID"
+          },
+          {
+            "Action": "SNS:Publish",
+            "Effect": "Allow",
+            "Principal": {
+              "AWS": "arn:<partition>:iam::111111111111:<resource:2>"
+            },
+            "Resource": "arn:<partition>:sns:<region>:111111111111:<resource:1>",
+            "Sid": "test"
+          }
+        ],
+        "Version": "2008-10-17"
+      }
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSTopicCrudV2::test_topic_remove_permission": {
+    "recorded-date": "11-12-2025, 12:02:07",
+    "recorded-content": {
+      "topic-policy": {
+        "Id": "__default_policy_ID",
+        "Statement": [
+          {
+            "Action": [
+              "SNS:GetTopicAttributes",
+              "SNS:SetTopicAttributes",
+              "SNS:AddPermission",
+              "SNS:RemovePermission",
+              "SNS:DeleteTopic",
+              "SNS:Subscribe",
+              "SNS:ListSubscriptionsByTopic",
+              "SNS:Publish"
+            ],
+            "Condition": {
+              "StringEquals": {
+                "AWS:SourceOwner": "111111111111"
+              }
+            },
+            "Effect": "Allow",
+            "Principal": {
+              "AWS": "*"
+            },
+            "Resource": "arn:<partition>:sns:<region>:111111111111:<resource:1>",
+            "Sid": "__default_statement_ID"
+          }
+        ],
+        "Version": "2008-10-17"
+      }
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSTopicCrudV2::test_topic_policy_overwrite_lifecycle": {
+    "recorded-date": "11-12-2025, 12:39:06",
+    "recorded-content": {}
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSTopicCrudV2::test_topic_add_multiple_permissions": {
+    "recorded-date": "11-12-2025, 12:53:37",
+    "recorded-content": {
+      "add-permission-response": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "topic-policy-after-permission": {
+        "Id": "__default_policy_ID",
+        "Statement": [
+          {
+            "Action": [
+              "SNS:GetTopicAttributes",
+              "SNS:SetTopicAttributes",
+              "SNS:AddPermission",
+              "SNS:RemovePermission",
+              "SNS:DeleteTopic",
+              "SNS:Subscribe",
+              "SNS:ListSubscriptionsByTopic",
+              "SNS:Publish"
+            ],
+            "Condition": {
+              "StringEquals": {
+                "AWS:SourceOwner": "111111111111"
+              }
+            },
+            "Effect": "Allow",
+            "Principal": {
+              "AWS": "*"
+            },
+            "Resource": "arn:<partition>:sns:<region>:111111111111:<resource:1>",
+            "Sid": "__default_statement_ID"
+          },
+          {
+            "Action": [
+              "SNS:Publish",
+              "SNS:Subscribe"
+            ],
+            "Effect": "Allow",
+            "Principal": {
+              "AWS": "arn:<partition>:iam::111111111111:<resource:2>"
+            },
+            "Resource": "arn:<partition>:sns:<region>:111111111111:<resource:1>",
+            "Sid": "test"
+          }
+        ],
+        "Version": "2008-10-17"
+      }
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSTopicCrudV2::test_add_permission_errors": {
+    "recorded-date": "11-12-2025, 13:00:18",
+    "recorded-content": {
+      "duplicate-label": {
+        "Error": {
+          "Code": "InvalidParameter",
+          "Message": "Invalid parameter: Statement already exists",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "topic-not-found": {
+        "Error": {
+          "Code": "NotFound",
+          "Message": "Topic does not exist",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 404
+        }
+      },
+      "invalid-action": {
+        "Error": {
+          "Code": "InvalidParameter",
+          "Message": "Invalid parameter: Policy statement action out of service scope!",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSTopicCrudV2::test_remove_permission_errors": {
+    "recorded-date": "11-12-2025, 13:05:40",
+    "recorded-content": {
+      "topic-not-found": {
+        "Error": {
+          "Code": "NotFound",
+          "Message": "Topic does not exist",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 404
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/sns/test_sns.validation.json b/tests/aws/services/sns/test_sns.validation.json
index 8502607e64342..410bf85f515d4 100644
--- a/tests/aws/services/sns/test_sns.validation.json
+++ b/tests/aws/services/sns/test_sns.validation.json
@@ -1304,6 +1304,15 @@
   "tests/aws/services/sns/test_sns.py::TestSNSTopicCrud::test_topic_delivery_policy_crud": {
     "last_validated_date": "2024-10-03T21:46:17+00:00"
   },
+  "tests/aws/services/sns/test_sns.py::TestSNSTopicCrudV2::test_add_permission_errors": {
+    "last_validated_date": "2025-12-11T13:00:18+00:00",
+    "durations_in_seconds": {
+      "setup": 1.16,
+      "call": 2.15,
+      "teardown": 0.0,
+      "total": 3.31
+    }
+  },
   "tests/aws/services/sns/test_sns.py::TestSNSTopicCrudV2::test_create_topic_in_multiple_regions": {
     "last_validated_date": "2025-10-08T08:54:10+00:00",
     "durations_in_seconds": {
@@ -1349,6 +1358,33 @@
       "total": 77.53
     }
   },
+  "tests/aws/services/sns/test_sns.py::TestSNSTopicCrudV2::test_remove_permission_errors": {
+    "last_validated_date": "2025-12-11T13:05:40+00:00",
+    "durations_in_seconds": {
+      "setup": 0.94,
+      "call": 1.36,
+      "teardown": 0.01,
+      "total": 2.31
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSTopicCrudV2::test_topic_add_multiple_permissions": {
+    "last_validated_date": "2025-12-11T12:53:37+00:00",
+    "durations_in_seconds": {
+      "setup": 1.03,
+      "call": 1.84,
+      "teardown": 0.3,
+      "total": 3.17
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSTopicCrudV2::test_topic_add_permission": {
+    "last_validated_date": "2025-12-11T11:43:04+00:00",
+    "durations_in_seconds": {
+      "setup": 0.91,
+      "call": 1.51,
+      "teardown": 0.3,
+      "total": 2.72
+    }
+  },
   "tests/aws/services/sns/test_sns.py::TestSNSTopicCrudV2::test_topic_get_attributes_with_fifo_false": {
     "last_validated_date": "2025-09-29T11:10:41+00:00",
     "durations_in_seconds": {
@@ -1357,5 +1393,14 @@
       "teardown": 0.31,
       "total": 3.02
     }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSTopicCrudV2::test_topic_remove_permission": {
+    "last_validated_date": "2025-12-11T12:02:07+00:00",
+    "durations_in_seconds": {
+      "setup": 1.15,
+      "call": 2.22,
+      "teardown": 0.3,
+      "total": 3.67
+    }
   }
 }

From 4532ad6a96e323505d2167d154ebaa4df44ac4b5 Mon Sep 17 00:00:00 2001
From: Daniel Fangl <daniel.fangl@localstack.cloud>
Date: Mon, 15 Dec 2025 14:57:23 +0100
Subject: [PATCH 469/697] DNS: Move tests to integration tests, reenable
 skipped test (#13510)

---
 tests/{unit => integration/dns}/test_dns_server.py | 13 ++++++++++---
 1 file changed, 10 insertions(+), 3 deletions(-)
 rename tests/{unit => integration/dns}/test_dns_server.py (97%)

diff --git a/tests/unit/test_dns_server.py b/tests/integration/dns/test_dns_server.py
similarity index 97%
rename from tests/unit/test_dns_server.py
rename to tests/integration/dns/test_dns_server.py
index 4c348e50f708b..6c1dcbffdc81d 100644
--- a/tests/unit/test_dns_server.py
+++ b/tests/integration/dns/test_dns_server.py
@@ -20,6 +20,14 @@
 
 
 class TestDNSServer:
+    """
+    End to end tests of our DNS server implementation.
+    These tests use the `example.org` and `example.com` domains for testing, and also tests the fallback to the public DNS
+    Changes in the upstream name resolution of those domains might lead to test failures.
+
+    TODO we should investigate creating our own test domain with a fixed behavior to avoid potential test failures
+    """
+
     @pytest.fixture
     def dns_server(self):
         dns_port = get_free_udp_port()
@@ -176,12 +184,11 @@ def test_dns_server_soa_record_suffix_matching(self, dns_server, query_dns):
         assert "something.org." in answer.to_text()
         assert "noc.something.org." in answer.to_text()
 
-    @pytest.mark.skip(reason="failing as of 2025-12-11")
     def test_dns_server_subdomain_of_route(self, dns_server, query_dns):
         """Test querying a subdomain of a record entry without a wildcard"""
         # add ipv4 host
-        dns_server.add_host("example.org", TargetRecord("127.0.0.1", RecordType.A))
-        answer = query_dns("nonexistent.example.org", "A")
+        dns_server.add_host("example.com", TargetRecord("127.0.0.1", RecordType.A))
+        answer = query_dns("nonexistent.example.com", "A")
         assert not answer.answer
         # should still have authority section
         # TODO uncomment once it is clear why in CI the authority section is missing

From 9d80f0b11adb6205686255c373fab0a3463580af Mon Sep 17 00:00:00 2001
From: Peter Smith <peter.smith@localstack.cloud>
Date: Tue, 16 Dec 2025 06:59:54 +1300
Subject: [PATCH 470/697] CloudFormation: modify resource provider scaffolding
 to use "live" schemas (#13513)

---
 .../scaffolding/CloudformationSchema.zip      | Bin 1546470 -> 0 bytes
 .../cloudformation/scaffolding/__main__.py    | 116 ++++++++++++++----
 2 files changed, 94 insertions(+), 22 deletions(-)
 delete mode 100644 localstack-core/localstack/services/cloudformation/scaffolding/CloudformationSchema.zip

diff --git a/localstack-core/localstack/services/cloudformation/scaffolding/CloudformationSchema.zip b/localstack-core/localstack/services/cloudformation/scaffolding/CloudformationSchema.zip
deleted file mode 100644
index f9c8e2f6dbf4da7e0f202d5cbedc05db05d9230f..0000000000000000000000000000000000000000
GIT binary patch
literal 0
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diff --git a/localstack-core/localstack/services/cloudformation/scaffolding/__main__.py b/localstack-core/localstack/services/cloudformation/scaffolding/__main__.py
index 2ea55f0493542..371265c8c5e6f 100644
--- a/localstack-core/localstack/services/cloudformation/scaffolding/__main__.py
+++ b/localstack-core/localstack/services/cloudformation/scaffolding/__main__.py
@@ -10,6 +10,7 @@
 from pathlib import Path
 from typing import Any, Literal, TypedDict, TypeVar
 
+import boto3
 import click
 from jinja2 import Environment, FileSystemLoader
 from yaml import safe_dump
@@ -140,14 +141,76 @@ def schema(self, resource_name: ResourceName) -> ResourceSchema:
             ) from e
 
 
+class LiveSchemaProvider:
+    """
+    Provides CloudFormation resource schemas by fetching them from the live AWS CloudFormation service, rather than
+    a local zip file.
+    """
+
+    def __init__(self, cfn_client):
+        self.cfn_client = cfn_client
+
+    def available_schemas(self, pattern: str) -> list[str]:
+        """
+        Return the names of available CloudFormation resource types. `pattern` should be something like
+        AWS::S3::Bucket or AWS::S3::*, depending on whether you want all resources for a service or a specific one.
+        The result is a list of matching resource type names (e.g. [AWS::S3::Bucket, AWS::S3::Object, ...])
+        """
+
+        is_wildcard = pattern.endswith("*")
+        pattern = pattern[:-1] if is_wildcard else pattern
+        matching_names = []
+
+        params = {
+            "Visibility": "PUBLIC",
+            "Type": "RESOURCE",
+            "DeprecatedStatus": "LIVE",
+            "Filters": {"Category": "AWS_TYPES", "TypeNamePrefix": pattern},
+        }
+        next_token: str | None = None
+
+        # Note: pagination is necessary since list_types requires multiple calls even to get a single result.
+        while True:
+            if next_token:
+                params["NextToken"] = next_token
+            response = self.cfn_client.list_types(**params)
+
+            # collect any matching type names (if wildcard, all; else exact match only)
+            matching_names.extend(
+                [
+                    type_summary["TypeName"]
+                    for type_summary in response.get("TypeSummaries", [])
+                    if (is_wildcard or type_summary["TypeName"] == pattern)
+                ]
+            )
+
+            next_token = response.get("NextToken")
+            if not next_token:
+                break
+
+        return matching_names
+
+    def schema(self, type_name: ResourceName) -> ResourceSchema:
+        """
+        Given a CloudFormation ResourceName (representing something like "AWS::S3::Bucket"), return the resource
+        schema as dict.
+        """
+        response = self.cfn_client.describe_type(
+            Type="RESOURCE",
+            TypeName=type_name.full_name,
+        )
+        schema_str = response.get("Schema")
+        if not schema_str:
+            raise click.ClickException(
+                f"Could not fetch schema for CloudFormation resource type: {type_name}"
+            )
+        return json.loads(schema_str)
+
+
 LOCALSTACK_ROOT_DIR = Path(__file__).parent.joinpath("../../../../..").resolve()
 LOCALSTACK_PRO_ROOT_DIR = LOCALSTACK_ROOT_DIR.joinpath("../localstack-pro").resolve()
-TESTS_ROOT_DIR = LOCALSTACK_ROOT_DIR.joinpath(
-    "tests/aws/services/cloudformation/resource_providers"
-)
-TESTS_PRO_ROOT_DIR = LOCALSTACK_PRO_ROOT_DIR.joinpath(
-    "localstack-pro-core/tests/aws/services/cloudformation/resource_providers"
-)
+TESTS_ROOT_DIR = LOCALSTACK_ROOT_DIR.joinpath("tests/aws/services")
+TESTS_PRO_ROOT_DIR = LOCALSTACK_PRO_ROOT_DIR.joinpath("localstack-pro-core/tests/aws/services")
 
 assert LOCALSTACK_ROOT_DIR.is_dir(), f"{LOCALSTACK_ROOT_DIR} does not exist"
 assert LOCALSTACK_PRO_ROOT_DIR.is_dir(), f"{LOCALSTACK_PRO_ROOT_DIR} does not exist"
@@ -193,7 +256,7 @@ def template_path(
     output_path = (
         tests_root_dir(pro)
         .joinpath(
-            f"{resource_name.python_compatible_service_name.lower()}/{resource_name.path_compatible_full_name()}/templates/{stub}"
+            f"{resource_name.python_compatible_service_name.lower()}/resource_providers/templates/{stub}"
         )
         .resolve()
     )
@@ -202,7 +265,7 @@ def template_path(
         test_path = (
             root_dir(pro)
             .joinpath(
-                f"tests/aws/cloudformation/resource_providers/{resource_name.python_compatible_service_name.lower()}/{resource_name.path_compatible_full_name()}"
+                f"tests/aws/{resource_name.python_compatible_service_name.lower()}/resource_providers/templates"
             )
             .resolve()
         )
@@ -276,7 +339,7 @@ def render(
         # e.g. .../resource_providers/aws_iam_role/test_X.py vs. .../resource_providers/iam/test_X.py
         # add extra parameters
         tests_output_path = root_dir(self.pro).joinpath(
-            f"tests/aws/cloudformation/resource_providers/{resource_name.python_compatible_service_name.lower()}/{resource_name.full_name.lower()}"
+            f"tests/aws/{resource_name.python_compatible_service_name.lower()}/resource_providers/templates"
         )
         match file_type:
             case FileType.getatt_test:
@@ -284,7 +347,9 @@ def render(
                 kwargs["service"] = resource_name.service.lower()
                 kwargs["resource"] = resource_name.resource.lower()
                 kwargs["template_path"] = str(
-                    template_path(resource_name, FileType.attribute_template, tests_output_path)
+                    template_path(
+                        resource_name, FileType.attribute_template, tests_output_path, pro=self.pro
+                    )
                 )
             case FileType.provider:
                 property_ir = generate_ir_for_type(
@@ -318,17 +383,25 @@ def render(
                 kwargs["pro"] = self.pro
             case FileType.integration_test:
                 kwargs["black_box_template_path"] = str(
-                    template_path(resource_name, FileType.minimal_template, tests_output_path)
+                    template_path(
+                        resource_name, FileType.minimal_template, tests_output_path, pro=self.pro
+                    )
                 )
                 kwargs["update_template_path"] = str(
                     template_path(
                         resource_name,
                         FileType.update_without_replacement_template,
                         tests_output_path,
+                        pro=self.pro,
                     )
                 )
                 kwargs["autogenerated_template_path"] = str(
-                    template_path(resource_name, FileType.autogenerated_template, tests_output_path)
+                    template_path(
+                        resource_name,
+                        FileType.autogenerated_template,
+                        tests_output_path,
+                        pro=self.pro,
+                    )
                 )
             # case FileType.cloudcontrol_test:
             case FileType.parity_test:
@@ -531,20 +604,24 @@ def __init__(
             ),
             FileType.integration_test: tests_root_dir(self.pro).joinpath(
                 self.resource_name.python_compatible_service_name.lower(),
+                "resource_providers",
                 self.resource_name.path_compatible_full_name(),
                 "test_basic.py",
             ),
             FileType.getatt_test: tests_root_dir(self.pro).joinpath(
                 self.resource_name.python_compatible_service_name.lower(),
+                "resource_providers",
                 self.resource_name.path_compatible_full_name(),
                 "test_exploration.py",
             ),
             # FileType.cloudcontrol_test: tests_root_dir(self.pro).joinpath(
             #     self.resource_name.python_compatible_service_name.lower(),
+            #     "resource_providers",
             #     f"test_aws_{self.resource_name.service.lower()}_{self.resource_name.resource.lower()}_cloudcontrol.py",
             # ),
             FileType.parity_test: tests_root_dir(self.pro).joinpath(
                 self.resource_name.python_compatible_service_name.lower(),
+                "resource_providers",
                 self.resource_name.path_compatible_full_name(),
                 "test_parity.py",
             ),
@@ -558,7 +635,9 @@ def __init__(
             FileType.autogenerated_template,
         ]
         for template_type in templates:
-            self.destination_files[template_type] = template_path(self.resource_name, template_type)
+            self.destination_files[template_type] = template_path(
+                self.resource_name, template_type, pro=self.pro
+            )
 
     def write(self, file_type: FileType, contents: str):
         file_destination = self.destination_files[file_type]
@@ -763,21 +842,14 @@ def generate(
     console = Console()
     console.rule(title=resource_type)
 
-    schema_provider = SchemaProvider(
-        zipfile_path=Path(__file__).parent.joinpath("CloudformationSchema.zip")
-    )
+    schema_provider = LiveSchemaProvider(boto3.client("cloudformation"))
 
     template_root = Path(__file__).parent.joinpath("templates")
     env = Environment(
         loader=FileSystemLoader(template_root),
     )
 
-    parts = resource_type.rpartition("::")
-    if parts[-1] == "*":
-        # generate all resource types for that service
-        matching_resources = [x for x in schema_provider.schemas.keys() if x.startswith(parts[0])]
-    else:
-        matching_resources = [resource_type]
+    matching_resources = schema_provider.available_schemas(resource_type)
 
     for matching_resource in matching_resources:
         console.rule(title=matching_resource)

From 8d98d860e74fe0f82ea584c2458222501ef95e11 Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Mon, 15 Dec 2025 19:24:39 +0100
Subject: [PATCH 471/697] Upgrade pinned Python dependencies, Bump moto-ext
 (#13527)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
---
 .pre-commit-config.yaml       |  4 +--
 requirements-base-runtime.txt |  9 ++++---
 requirements-basic.txt        |  4 +--
 requirements-dev.txt          | 29 +++++++++++---------
 requirements-runtime.txt      | 19 +++++++------
 requirements-test.txt         | 23 +++++++++-------
 requirements-typehint.txt     | 51 ++++++++++++++++++-----------------
 7 files changed, 76 insertions(+), 63 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index cbfa1bb3724ca..c1d2207adc992 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -3,7 +3,7 @@
 repos:
   - repo: https://github.com/astral-sh/ruff-pre-commit
     # Ruff version.
-    rev: v0.14.8
+    rev: v0.14.9
     hooks:
       - id: ruff
         args: [--fix, --exit-non-zero-on-fix]
@@ -11,7 +11,7 @@ repos:
       - id: ruff-format
 
   - repo: https://github.com/pre-commit/mirrors-mypy
-    rev: v1.19.0
+    rev: v1.19.1
     hooks:
       - id: mypy
         entry: bash -c 'cd localstack-core && mypy --install-types --non-interactive'
diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index 9c438d0e37db1..db7c23b9aa4a7 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -11,7 +11,7 @@ attrs==25.4.0
     #   jsonschema
     #   localstack-twisted
     #   referencing
-awscrt==0.29.2
+awscrt==0.30.0
     # via localstack-core (pyproject.toml)
 boto3==1.42.4
     # via localstack-core (pyproject.toml)
@@ -20,7 +20,7 @@ botocore==1.42.4
     #   boto3
     #   localstack-core (pyproject.toml)
     #   s3transfer
-cachetools==6.2.2
+cachetools==6.2.3
     # via localstack-core (pyproject.toml)
 cbor2==5.7.1
     # via localstack-core (pyproject.toml)
@@ -107,7 +107,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-openapi-core==0.19.4
+openapi-core==0.20.0
     # via localstack-core (pyproject.toml)
 openapi-schema-validator==0.6.3
     # via
@@ -185,8 +185,9 @@ typing-extensions==4.15.0
     # via
     #   localstack-core (pyproject.toml)
     #   localstack-twisted
+    #   openapi-core
     #   readerwriterlock
-urllib3==2.6.1
+urllib3==2.6.2
     # via
     #   botocore
     #   docker
diff --git a/requirements-basic.txt b/requirements-basic.txt
index 1fa28b9755963..306202c9e54bc 100644
--- a/requirements-basic.txt
+++ b/requirements-basic.txt
@@ -6,7 +6,7 @@
 #
 asn1crypto==1.5.1
     # via localstack-core (pyproject.toml)
-cachetools==6.2.2
+cachetools==6.2.3
     # via localstack-core (pyproject.toml)
 certifi==2025.11.12
     # via requests
@@ -48,5 +48,5 @@ rich==14.2.0
     # via localstack-core (pyproject.toml)
 semver==3.0.4
     # via localstack-core (pyproject.toml)
-urllib3==2.6.1
+urllib3==2.6.2
     # via requests
diff --git a/requirements-dev.txt b/requirements-dev.txt
index 4870de992b68e..ef6c6d9bc76a4 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -35,17 +35,18 @@ aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
 aws-cdk-cloud-assembly-schema==48.20.0
     # via aws-cdk-lib
-aws-cdk-lib==2.232.1
+aws-cdk-lib==2.232.2
     # via localstack-core
 aws-sam-translator==1.105.0
     # via
     #   cfn-lint
     #   localstack-core
+    #   moto-ext
 aws-xray-sdk==2.15.0
     # via moto-ext
 awscli==1.43.10
     # via localstack-core
-awscrt==0.29.2
+awscrt==0.30.0
     # via localstack-core
 boto3==1.42.4
     # via
@@ -61,7 +62,7 @@ botocore==1.42.4
     #   localstack-core
     #   moto-ext
     #   s3transfer
-cachetools==6.2.2
+cachetools==6.2.3
     # via
     #   airspeed-ext
     #   localstack-core
@@ -80,7 +81,7 @@ cffi==2.0.0
     # via cryptography
 cfgv==3.5.0
     # via pre-commit
-cfn-lint==1.42.1
+cfn-lint==1.41.0
     # via moto-ext
 charset-normalizer==3.4.4
     # via requests
@@ -93,7 +94,7 @@ colorama==0.4.6
     # via awscli
 constantly==23.10.4
     # via localstack-twisted
-constructs==10.4.3
+constructs==10.4.4
     # via aws-cdk-lib
 coverage==7.13.0
     # via
@@ -110,7 +111,7 @@ cryptography==46.0.3
     #   localstack-core (pyproject.toml)
     #   moto-ext
     #   pyopenssl
-cython==3.2.2
+cython==3.2.3
     # via localstack-core (pyproject.toml)
 decorator==5.2.1
     # via jsonpath-rw
@@ -196,7 +197,7 @@ jmespath==1.0.1
     # via
     #   boto3
     #   botocore
-joserfc==1.5.0
+joserfc==1.6.0
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core
@@ -260,13 +261,13 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.18.post23
+moto-ext==5.1.18.post34
     # via localstack-core
 mpmath==1.3.0
     # via sympy
 multipart==1.3.0
     # via moto-ext
-mypy==1.19.0
+mypy==1.19.1
     # via localstack-core (pyproject.toml)
 mypy-extensions==1.1.0
     # via mypy
@@ -276,7 +277,7 @@ networkx==3.6.1
     #   localstack-core (pyproject.toml)
 nodeenv==1.9.1
     # via pre-commit
-openapi-core==0.19.4
+openapi-core==0.20.0
     # via localstack-core
 openapi-schema-validator==0.6.3
     # via
@@ -353,10 +354,11 @@ pyasn1==0.6.1
     # via rsa
 pycparser==2.23
     # via cffi
-pydantic==2.12.5
+pydantic==2.12.4
     # via
     #   aws-sam-translator
     #   localstack-core
+    #   moto-ext
 pydantic-core==2.41.5
     # via pydantic
 pygments==2.19.2
@@ -454,7 +456,7 @@ rsa==4.7.2
     # via awscli
 rstr==3.2.2
     # via localstack-core (pyproject.toml)
-ruff==0.14.8
+ruff==0.14.9
     # via localstack-core (pyproject.toml)
 s3transfer==0.16.0
     # via
@@ -490,13 +492,14 @@ typing-extensions==4.15.0
     #   localstack-core
     #   localstack-twisted
     #   mypy
+    #   openapi-core
     #   pydantic
     #   pydantic-core
     #   readerwriterlock
     #   typing-inspection
 typing-inspection==0.4.2
     # via pydantic
-urllib3==2.6.1
+urllib3==2.6.2
     # via
     #   botocore
     #   docker
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index 2f2dea787c5cf..7693153f22b71 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -29,11 +29,12 @@ aws-sam-translator==1.105.0
     # via
     #   cfn-lint
     #   localstack-core (pyproject.toml)
+    #   moto-ext
 aws-xray-sdk==2.15.0
     # via moto-ext
 awscli==1.43.10
     # via localstack-core (pyproject.toml)
-awscrt==0.29.2
+awscrt==0.30.0
     # via localstack-core
 boto3==1.42.4
     # via
@@ -49,7 +50,7 @@ botocore==1.42.4
     #   localstack-core
     #   moto-ext
     #   s3transfer
-cachetools==6.2.2
+cachetools==6.2.3
     # via
     #   airspeed-ext
     #   localstack-core
@@ -62,7 +63,7 @@ certifi==2025.11.12
     #   requests
 cffi==2.0.0
     # via cryptography
-cfn-lint==1.42.1
+cfn-lint==1.41.0
     # via moto-ext
 charset-normalizer==3.4.4
     # via requests
@@ -143,7 +144,7 @@ jmespath==1.0.1
     # via
     #   boto3
     #   botocore
-joserfc==1.5.0
+joserfc==1.6.0
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core (pyproject.toml)
@@ -193,7 +194,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.18.post23
+moto-ext==5.1.18.post34
     # via localstack-core (pyproject.toml)
 mpmath==1.3.0
     # via sympy
@@ -201,7 +202,7 @@ multipart==1.3.0
     # via moto-ext
 networkx==3.6.1
     # via cfn-lint
-openapi-core==0.19.4
+openapi-core==0.20.0
     # via localstack-core
 openapi-schema-validator==0.6.3
     # via
@@ -248,10 +249,11 @@ pyasn1==0.6.1
     # via rsa
 pycparser==2.23
     # via cffi
-pydantic==2.12.5
+pydantic==2.12.4
     # via
     #   aws-sam-translator
     #   localstack-core (pyproject.toml)
+    #   moto-ext
 pydantic-core==2.41.5
     # via pydantic
 pygments==2.19.2
@@ -347,13 +349,14 @@ typing-extensions==4.15.0
     #   grpcio
     #   localstack-core
     #   localstack-twisted
+    #   openapi-core
     #   pydantic
     #   pydantic-core
     #   readerwriterlock
     #   typing-inspection
 typing-inspection==0.4.2
     # via pydantic
-urllib3==2.6.1
+urllib3==2.6.2
     # via
     #   botocore
     #   docker
diff --git a/requirements-test.txt b/requirements-test.txt
index 9930efe22d3cf..0001b4e722653 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -35,17 +35,18 @@ aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
 aws-cdk-cloud-assembly-schema==48.20.0
     # via aws-cdk-lib
-aws-cdk-lib==2.232.1
+aws-cdk-lib==2.232.2
     # via localstack-core (pyproject.toml)
 aws-sam-translator==1.105.0
     # via
     #   cfn-lint
     #   localstack-core
+    #   moto-ext
 aws-xray-sdk==2.15.0
     # via moto-ext
 awscli==1.43.10
     # via localstack-core
-awscrt==0.29.2
+awscrt==0.30.0
     # via localstack-core
 boto3==1.42.4
     # via
@@ -61,7 +62,7 @@ botocore==1.42.4
     #   localstack-core
     #   moto-ext
     #   s3transfer
-cachetools==6.2.2
+cachetools==6.2.3
     # via
     #   airspeed-ext
     #   localstack-core
@@ -78,7 +79,7 @@ certifi==2025.11.12
     #   requests
 cffi==2.0.0
     # via cryptography
-cfn-lint==1.42.1
+cfn-lint==1.41.0
     # via moto-ext
 charset-normalizer==3.4.4
     # via requests
@@ -90,7 +91,7 @@ colorama==0.4.6
     # via awscli
 constantly==23.10.4
     # via localstack-twisted
-constructs==10.4.3
+constructs==10.4.4
     # via aws-cdk-lib
 coverage==7.13.0
     # via localstack-core (pyproject.toml)
@@ -177,7 +178,7 @@ jmespath==1.0.1
     # via
     #   boto3
     #   botocore
-joserfc==1.5.0
+joserfc==1.6.0
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core
@@ -239,7 +240,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.18.post23
+moto-ext==5.1.18.post34
     # via localstack-core
 mpmath==1.3.0
     # via sympy
@@ -247,7 +248,7 @@ multipart==1.3.0
     # via moto-ext
 networkx==3.6.1
     # via cfn-lint
-openapi-core==0.19.4
+openapi-core==0.20.0
     # via localstack-core
 openapi-schema-validator==0.6.3
     # via
@@ -310,10 +311,11 @@ pyasn1==0.6.1
     # via rsa
 pycparser==2.23
     # via cffi
-pydantic==2.12.5
+pydantic==2.12.4
     # via
     #   aws-sam-translator
     #   localstack-core
+    #   moto-ext
 pydantic-core==2.41.5
     # via pydantic
 pygments==2.19.2
@@ -436,13 +438,14 @@ typing-extensions==4.15.0
     #   jsii
     #   localstack-core
     #   localstack-twisted
+    #   openapi-core
     #   pydantic
     #   pydantic-core
     #   readerwriterlock
     #   typing-inspection
 typing-inspection==0.4.2
     # via pydantic
-urllib3==2.6.1
+urllib3==2.6.2
     # via
     #   botocore
     #   docker
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index a16e1408e5fae..6ed8a29066f07 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -35,17 +35,18 @@ aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
 aws-cdk-cloud-assembly-schema==48.20.0
     # via aws-cdk-lib
-aws-cdk-lib==2.232.1
+aws-cdk-lib==2.232.2
     # via localstack-core
 aws-sam-translator==1.105.0
     # via
     #   cfn-lint
     #   localstack-core
+    #   moto-ext
 aws-xray-sdk==2.15.0
     # via moto-ext
 awscli==1.43.10
     # via localstack-core
-awscrt==0.29.2
+awscrt==0.30.0
     # via localstack-core
 boto3==1.42.4
     # via
@@ -53,7 +54,7 @@ boto3==1.42.4
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-boto3-stubs==1.42.5
+boto3-stubs==1.42.9
     # via localstack-core (pyproject.toml)
 botocore==1.42.4
     # via
@@ -63,9 +64,9 @@ botocore==1.42.4
     #   localstack-core
     #   moto-ext
     #   s3transfer
-botocore-stubs==1.42.5
+botocore-stubs==1.42.9
     # via boto3-stubs
-cachetools==6.2.2
+cachetools==6.2.3
     # via
     #   airspeed-ext
     #   localstack-core
@@ -84,7 +85,7 @@ cffi==2.0.0
     # via cryptography
 cfgv==3.5.0
     # via pre-commit
-cfn-lint==1.42.1
+cfn-lint==1.41.0
     # via moto-ext
 charset-normalizer==3.4.4
     # via requests
@@ -97,7 +98,7 @@ colorama==0.4.6
     # via awscli
 constantly==23.10.4
     # via localstack-twisted
-constructs==10.4.3
+constructs==10.4.4
     # via aws-cdk-lib
 coverage==7.13.0
     # via
@@ -114,7 +115,7 @@ cryptography==46.0.3
     #   localstack-core (pyproject.toml)
     #   moto-ext
     #   pyopenssl
-cython==3.2.2
+cython==3.2.3
     # via localstack-core
 decorator==5.2.1
     # via jsonpath-rw
@@ -200,7 +201,7 @@ jmespath==1.0.1
     # via
     #   boto3
     #   botocore
-joserfc==1.5.0
+joserfc==1.6.0
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core
@@ -264,13 +265,13 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.18.post23
+moto-ext==5.1.18.post34
     # via localstack-core
 mpmath==1.3.0
     # via sympy
 multipart==1.3.0
     # via moto-ext
-mypy==1.19.0
+mypy==1.19.1
     # via localstack-core
 mypy-boto3-acm==1.42.3
     # via boto3-stubs
@@ -288,7 +289,7 @@ mypy-boto3-appconfigdata==1.42.3
     # via boto3-stubs
 mypy-boto3-application-autoscaling==1.42.3
     # via boto3-stubs
-mypy-boto3-appsync==1.42.3
+mypy-boto3-appsync==1.42.6
     # via boto3-stubs
 mypy-boto3-athena==1.42.3
     # via boto3-stubs
@@ -308,7 +309,7 @@ mypy-boto3-cloudfront==1.42.3
     # via boto3-stubs
 mypy-boto3-cloudtrail==1.42.3
     # via boto3-stubs
-mypy-boto3-cloudwatch==1.42.3
+mypy-boto3-cloudwatch==1.42.7
     # via boto3-stubs
 mypy-boto3-codebuild==1.42.3
     # via boto3-stubs
@@ -386,7 +387,7 @@ mypy-boto3-kms==1.42.3
     # via boto3-stubs
 mypy-boto3-lakeformation==1.42.3
     # via boto3-stubs
-mypy-boto3-lambda==1.42.3
+mypy-boto3-lambda==1.42.8
     # via boto3-stubs
 mypy-boto3-logs==1.42.3
     # via boto3-stubs
@@ -402,9 +403,9 @@ mypy-boto3-mwaa==1.42.3
     # via boto3-stubs
 mypy-boto3-neptune==1.42.3
     # via boto3-stubs
-mypy-boto3-opensearch==1.42.3
+mypy-boto3-opensearch==1.42.7
     # via boto3-stubs
-mypy-boto3-organizations==1.42.3
+mypy-boto3-organizations==1.42.8
     # via boto3-stubs
 mypy-boto3-pi==1.42.3
     # via boto3-stubs
@@ -424,7 +425,7 @@ mypy-boto3-resource-groups==1.42.3
     # via boto3-stubs
 mypy-boto3-resourcegroupstaggingapi==1.42.3
     # via boto3-stubs
-mypy-boto3-route53==1.42.3
+mypy-boto3-route53==1.42.6
     # via boto3-stubs
 mypy-boto3-route53resolver==1.42.3
     # via boto3-stubs
@@ -436,7 +437,7 @@ mypy-boto3-sagemaker==1.42.3
     # via boto3-stubs
 mypy-boto3-sagemaker-runtime==1.42.3
     # via boto3-stubs
-mypy-boto3-secretsmanager==1.42.3
+mypy-boto3-secretsmanager==1.42.8
     # via boto3-stubs
 mypy-boto3-serverlessrepo==1.42.3
     # via boto3-stubs
@@ -444,7 +445,7 @@ mypy-boto3-servicediscovery==1.42.3
     # via boto3-stubs
 mypy-boto3-ses==1.42.3
     # via boto3-stubs
-mypy-boto3-sesv2==1.42.5
+mypy-boto3-sesv2==1.42.8
     # via boto3-stubs
 mypy-boto3-sns==1.42.3
     # via boto3-stubs
@@ -478,7 +479,7 @@ networkx==3.6.1
     #   localstack-core
 nodeenv==1.9.1
     # via pre-commit
-openapi-core==0.19.4
+openapi-core==0.20.0
     # via localstack-core
 openapi-schema-validator==0.6.3
     # via
@@ -555,10 +556,11 @@ pyasn1==0.6.1
     # via rsa
 pycparser==2.23
     # via cffi
-pydantic==2.12.5
+pydantic==2.12.4
     # via
     #   aws-sam-translator
     #   localstack-core
+    #   moto-ext
 pydantic-core==2.41.5
     # via pydantic
 pygments==2.19.2
@@ -656,7 +658,7 @@ rsa==4.7.2
     # via awscli
 rstr==3.2.2
     # via localstack-core
-ruff==0.14.8
+ruff==0.14.9
     # via localstack-core
 s3transfer==0.16.0
     # via
@@ -682,7 +684,7 @@ typeguard==2.13.3
     #   aws-cdk-lib
     #   constructs
     #   jsii
-types-awscrt==0.29.2
+types-awscrt==0.30.0
     # via botocore-stubs
 types-s3transfer==0.16.0
     # via boto3-stubs
@@ -696,13 +698,14 @@ typing-extensions==4.15.0
     #   localstack-core
     #   localstack-twisted
     #   mypy
+    #   openapi-core
     #   pydantic
     #   pydantic-core
     #   readerwriterlock
     #   typing-inspection
 typing-inspection==0.4.2
     # via pydantic
-urllib3==2.6.1
+urllib3==2.6.2
     # via
     #   botocore
     #   docker

From 3be04ce3b8924e14ef2d49c482efa5070be93dc2 Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Mon, 15 Dec 2025 21:08:46 +0100
Subject: [PATCH 472/697] Update ASF APIs (#13528)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
---
 localstack-core/localstack/aws/api/ec2/__init__.py  | 13 +++++++++++++
 .../localstack/aws/api/lambda_/__init__.py          |  1 +
 .../localstack/aws/api/opensearch/__init__.py       |  5 +++++
 .../localstack/aws/api/route53/__init__.py          |  3 +++
 .../localstack/aws/api/secretsmanager/__init__.py   |  9 +++++++++
 pyproject.toml                                      |  6 +++---
 requirements-base-runtime.txt                       |  4 ++--
 requirements-dev.txt                                |  6 +++---
 requirements-runtime.txt                            |  6 +++---
 requirements-test.txt                               |  6 +++---
 requirements-typehint.txt                           |  6 +++---
 11 files changed, 48 insertions(+), 17 deletions(-)

diff --git a/localstack-core/localstack/aws/api/ec2/__init__.py b/localstack-core/localstack/aws/api/ec2/__init__.py
index 380218d1ea4be..1297b88ff5bfd 100644
--- a/localstack-core/localstack/aws/api/ec2/__init__.py
+++ b/localstack-core/localstack/aws/api/ec2/__init__.py
@@ -2643,6 +2643,19 @@ class InstanceType(StrEnum):
     r8a_48xlarge = "r8a.48xlarge"
     r8a_metal_24xl = "r8a.metal-24xl"
     r8a_metal_48xl = "r8a.metal-48xl"
+    p6_b300_48xlarge = "p6-b300.48xlarge"
+    c8a_medium = "c8a.medium"
+    c8a_large = "c8a.large"
+    c8a_xlarge = "c8a.xlarge"
+    c8a_2xlarge = "c8a.2xlarge"
+    c8a_4xlarge = "c8a.4xlarge"
+    c8a_8xlarge = "c8a.8xlarge"
+    c8a_12xlarge = "c8a.12xlarge"
+    c8a_16xlarge = "c8a.16xlarge"
+    c8a_24xlarge = "c8a.24xlarge"
+    c8a_48xlarge = "c8a.48xlarge"
+    c8a_metal_24xl = "c8a.metal-24xl"
+    c8a_metal_48xl = "c8a.metal-48xl"
 
 
 class InstanceTypeHypervisor(StrEnum):
diff --git a/localstack-core/localstack/aws/api/lambda_/__init__.py b/localstack-core/localstack/aws/api/lambda_/__init__.py
index c3171863977d2..70b2d4f269677 100644
--- a/localstack-core/localstack/aws/api/lambda_/__init__.py
+++ b/localstack-core/localstack/aws/api/lambda_/__init__.py
@@ -430,6 +430,7 @@ class Runtime(StrEnum):
     nodejs24_x = "nodejs24.x"
     python3_14 = "python3.14"
     java25 = "java25"
+    dotnet10 = "dotnet10"
 
 
 class SchemaRegistryEventRecordFormat(StrEnum):
diff --git a/localstack-core/localstack/aws/api/opensearch/__init__.py b/localstack-core/localstack/aws/api/opensearch/__init__.py
index 6e86ba1a33108..198267945e940 100644
--- a/localstack-core/localstack/aws/api/opensearch/__init__.py
+++ b/localstack-core/localstack/aws/api/opensearch/__init__.py
@@ -53,6 +53,7 @@
 Integer = int
 IntegerClass = int
 Issue = str
+KmsKeyArn = str
 KmsKeyId = str
 LicenseFilepath = str
 LimitName = str
@@ -1300,6 +1301,7 @@ class CreateApplicationRequest(ServiceRequest):
     iamIdentityCenterOptions: IamIdentityCenterOptionsInput | None
     appConfigs: AppConfigs | None
     tagList: TagList | None
+    kmsKeyArn: KmsKeyArn | None
 
 
 class IamIdentityCenterOptions(TypedDict, total=False):
@@ -1318,6 +1320,7 @@ class CreateApplicationResponse(TypedDict, total=False):
     appConfigs: AppConfigs | None
     tagList: TagList | None
     createdAt: Timestamp | None
+    kmsKeyArn: KmsKeyArn | None
 
 
 class SoftwareUpdateOptions(TypedDict, total=False):
@@ -2186,6 +2189,7 @@ class GetApplicationResponse(TypedDict, total=False):
     appConfigs: AppConfigs | None
     createdAt: Timestamp | None
     lastUpdatedAt: Timestamp | None
+    kmsKeyArn: KmsKeyArn | None
 
 
 class GetCompatibleVersionsRequest(ServiceRequest):
@@ -2800,6 +2804,7 @@ def create_application(
         iam_identity_center_options: IamIdentityCenterOptionsInput | None = None,
         app_configs: AppConfigs | None = None,
         tag_list: TagList | None = None,
+        kms_key_arn: KmsKeyArn | None = None,
         **kwargs,
     ) -> CreateApplicationResponse:
         raise NotImplementedError
diff --git a/localstack-core/localstack/aws/api/route53/__init__.py b/localstack-core/localstack/aws/api/route53/__init__.py
index fa8c956dedf6c..f00029280b2e6 100644
--- a/localstack-core/localstack/aws/api/route53/__init__.py
+++ b/localstack-core/localstack/aws/api/route53/__init__.py
@@ -181,6 +181,7 @@ class CloudWatchRegion(StrEnum):
     eu_isoe_west_1 = "eu-isoe-west-1"
     ap_southeast_6 = "ap-southeast-6"
     us_isob_west_1 = "us-isob-west-1"
+    eusc_de_east_1 = "eusc-de-east-1"
 
 
 class ComparisonOperator(StrEnum):
@@ -298,6 +299,7 @@ class ResourceRecordSetRegion(StrEnum):
     us_gov_west_1 = "us-gov-west-1"
     ap_east_2 = "ap-east-2"
     ap_southeast_6 = "ap-southeast-6"
+    eusc_de_east_1 = "eusc-de-east-1"
 
 
 class ReusableDelegationSetLimitType(StrEnum):
@@ -363,6 +365,7 @@ class VPCRegion(StrEnum):
     eu_isoe_west_1 = "eu-isoe-west-1"
     ap_southeast_6 = "ap-southeast-6"
     us_isob_west_1 = "us-isob-west-1"
+    eusc_de_east_1 = "eusc-de-east-1"
 
 
 class CidrBlockInUseException(ServiceException):
diff --git a/localstack-core/localstack/aws/api/secretsmanager/__init__.py b/localstack-core/localstack/aws/api/secretsmanager/__init__.py
index c6a071045d005..296220683a614 100644
--- a/localstack-core/localstack/aws/api/secretsmanager/__init__.py
+++ b/localstack-core/localstack/aws/api/secretsmanager/__init__.py
@@ -56,6 +56,13 @@ class FilterNameStringType(StrEnum):
     all = "all"
 
 
+class SortByType(StrEnum):
+    created_date = "created-date"
+    last_accessed_date = "last-accessed-date"
+    last_changed_date = "last-changed-date"
+    name = "name"
+
+
 class SortOrderType(StrEnum):
     asc = "asc"
     desc = "desc"
@@ -407,6 +414,7 @@ class ListSecretsRequest(ServiceRequest):
     NextToken: NextTokenType | None
     Filters: FiltersListType | None
     SortOrder: SortOrderType | None
+    SortBy: SortByType | None
 
 
 class SecretListEntry(TypedDict, total=False):
@@ -688,6 +696,7 @@ def list_secrets(
         next_token: NextTokenType | None = None,
         filters: FiltersListType | None = None,
         sort_order: SortOrderType | None = None,
+        sort_by: SortByType | None = None,
         **kwargs,
     ) -> ListSecretsResponse:
         raise NotImplementedError
diff --git a/pyproject.toml b/pyproject.toml
index 7d568fd3d260e..77cb1984372ac 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -52,9 +52,9 @@ Issues = "https://github.com/localstack/localstack/issues"
 # minimal required to actually run localstack on the host for services natively implemented in python
 base-runtime = [
     # pinned / updated by ASF update action
-    "boto3==1.42.4",
+    "boto3==1.42.9",
     # pinned / updated by ASF update action
-    "botocore==1.42.4",
+    "botocore==1.42.9",
     # transitive dependency of botocore, added to avoid specific version
     "awscrt>=0.13.14,!=0.27.1",
     "cbor2>=5.5.0",
@@ -82,7 +82,7 @@ base-runtime = [
 runtime = [
     "localstack-core[base-runtime]",
     # pinned / updated by ASF update action
-    "awscli==1.43.10",
+    "awscli==1.43.15",
     "airspeed-ext>=0.6.3",
     # antlr4-python3-runtime: exact pin because antlr4 runtime is tightly coupled to the generated parser code
     "antlr4-python3-runtime==4.13.2",
diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index db7c23b9aa4a7..2f9ff26de4e5a 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -13,9 +13,9 @@ attrs==25.4.0
     #   referencing
 awscrt==0.30.0
     # via localstack-core (pyproject.toml)
-boto3==1.42.4
+boto3==1.42.9
     # via localstack-core (pyproject.toml)
-botocore==1.42.4
+botocore==1.42.9
     # via
     #   boto3
     #   localstack-core (pyproject.toml)
diff --git a/requirements-dev.txt b/requirements-dev.txt
index ef6c6d9bc76a4..fc8ef38c6c2ae 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -44,17 +44,17 @@ aws-sam-translator==1.105.0
     #   moto-ext
 aws-xray-sdk==2.15.0
     # via moto-ext
-awscli==1.43.10
+awscli==1.43.15
     # via localstack-core
 awscrt==0.30.0
     # via localstack-core
-boto3==1.42.4
+boto3==1.42.9
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.42.4
+botocore==1.42.9
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index 7693153f22b71..a293f464a1eb3 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -32,17 +32,17 @@ aws-sam-translator==1.105.0
     #   moto-ext
 aws-xray-sdk==2.15.0
     # via moto-ext
-awscli==1.43.10
+awscli==1.43.15
     # via localstack-core (pyproject.toml)
 awscrt==0.30.0
     # via localstack-core
-boto3==1.42.4
+boto3==1.42.9
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.42.4
+botocore==1.42.9
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-test.txt b/requirements-test.txt
index 0001b4e722653..7695f6934283e 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -44,17 +44,17 @@ aws-sam-translator==1.105.0
     #   moto-ext
 aws-xray-sdk==2.15.0
     # via moto-ext
-awscli==1.43.10
+awscli==1.43.15
     # via localstack-core
 awscrt==0.30.0
     # via localstack-core
-boto3==1.42.4
+boto3==1.42.9
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.42.4
+botocore==1.42.9
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index 6ed8a29066f07..ecefba2d5645a 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -44,11 +44,11 @@ aws-sam-translator==1.105.0
     #   moto-ext
 aws-xray-sdk==2.15.0
     # via moto-ext
-awscli==1.43.10
+awscli==1.43.15
     # via localstack-core
 awscrt==0.30.0
     # via localstack-core
-boto3==1.42.4
+boto3==1.42.9
     # via
     #   aws-sam-translator
     #   kclpy-ext
@@ -56,7 +56,7 @@ boto3==1.42.4
     #   moto-ext
 boto3-stubs==1.42.9
     # via localstack-core (pyproject.toml)
-botocore==1.42.4
+botocore==1.42.9
     # via
     #   aws-xray-sdk
     #   awscli

From 96eea386051354bce81f68ea773383d182caed8b Mon Sep 17 00:00:00 2001
From: Viren Nadkarni <viren.nadkarni@localstack.cloud>
Date: Tue, 16 Dec 2025 10:27:16 +0530
Subject: [PATCH 473/697] Retire Elemental MediaStore (#13484)

---
 localstack-core/localstack/utils/aws/client_types.py | 2 --
 pyproject.toml                                       | 2 +-
 requirements-typehint.txt                            | 2 --
 tests/unit/aws/test_connect.py                       | 1 -
 4 files changed, 1 insertion(+), 6 deletions(-)

diff --git a/localstack-core/localstack/utils/aws/client_types.py b/localstack-core/localstack/utils/aws/client_types.py
index 1c989fea63652..15e64576a3d80 100644
--- a/localstack-core/localstack/utils/aws/client_types.py
+++ b/localstack-core/localstack/utils/aws/client_types.py
@@ -71,7 +71,6 @@
     from mypy_boto3_logs import CloudWatchLogsClient
     from mypy_boto3_managedblockchain import ManagedBlockchainClient
     from mypy_boto3_mediaconvert import MediaConvertClient
-    from mypy_boto3_mediastore import MediaStoreClient
     from mypy_boto3_mq import MQClient
     from mypy_boto3_mwaa import MWAAClient
     from mypy_boto3_neptune import NeptuneClient
@@ -197,7 +196,6 @@ class TypedServiceClientFactory(abc.ABC):
         "ManagedBlockchainClient", "MetadataRequestInjector[ManagedBlockchainClient]"
     ]
     mediaconvert: Union["MediaConvertClient", "MetadataRequestInjector[MediaConvertClient]"]
-    mediastore: Union["MediaStoreClient", "MetadataRequestInjector[MediaStoreClient]"]
     mq: Union["MQClient", "MetadataRequestInjector[MQClient]"]
     mwaa: Union["MWAAClient", "MetadataRequestInjector[MWAAClient]"]
     neptune: Union["NeptuneClient", "MetadataRequestInjector[NeptuneClient]"]
diff --git a/pyproject.toml b/pyproject.toml
index 77cb1984372ac..324affe484e51 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -146,7 +146,7 @@ typehint = [
     # typehint is an optional extension of the dev dependencies
     "localstack-core[dev]",
     # pinned / updated by ASF update action
-    "boto3-stubs[acm,acm-pca,amplify,apigateway,apigatewayv2,appconfig,appconfigdata,application-autoscaling,appsync,athena,autoscaling,backup,batch,ce,cloudcontrol,cloudformation,cloudfront,cloudtrail,cloudwatch,codebuild,codecommit,codeconnections,codedeploy,codepipeline,codestar-connections,cognito-identity,cognito-idp,dms,docdb,dynamodb,dynamodbstreams,ec2,ecr,ecs,efs,eks,elasticache,elasticbeanstalk,elbv2,emr,emr-serverless,es,events,firehose,fis,glacier,glue,iam,identitystore,iot,iot-data,iotwireless,kafka,kinesis,kinesisanalyticsv2,kms,lakeformation,lambda,logs,managedblockchain,mediaconvert,mediastore,mq,mwaa,neptune,opensearch,organizations,pi,pipes,pinpoint,rds,rds-data,redshift,redshift-data,resource-groups,resourcegroupstaggingapi,route53,route53resolver,s3,s3control,sagemaker,sagemaker-runtime,secretsmanager,serverlessrepo,servicediscovery,ses,sesv2,sns,sqs,ssm,sso-admin,stepfunctions,sts,timestream-query,timestream-write,transcribe,verifiedpermissions,wafv2,xray]",
+    "boto3-stubs[acm,acm-pca,amplify,apigateway,apigatewayv2,appconfig,appconfigdata,application-autoscaling,appsync,athena,autoscaling,backup,batch,ce,cloudcontrol,cloudformation,cloudfront,cloudtrail,cloudwatch,codebuild,codecommit,codeconnections,codedeploy,codepipeline,codestar-connections,cognito-identity,cognito-idp,dms,docdb,dynamodb,dynamodbstreams,ec2,ecr,ecs,efs,eks,elasticache,elasticbeanstalk,elbv2,emr,emr-serverless,es,events,firehose,fis,glacier,glue,iam,identitystore,iot,iot-data,iotwireless,kafka,kinesis,kinesisanalyticsv2,kms,lakeformation,lambda,logs,managedblockchain,mediaconvert,mq,mwaa,neptune,opensearch,organizations,pi,pipes,pinpoint,rds,rds-data,redshift,redshift-data,resource-groups,resourcegroupstaggingapi,route53,route53resolver,s3,s3control,sagemaker,sagemaker-runtime,secretsmanager,serverlessrepo,servicediscovery,ses,sesv2,sns,sqs,ssm,sso-admin,stepfunctions,sts,timestream-query,timestream-write,transcribe,verifiedpermissions,wafv2,xray]",
 ]
 
 [tool.setuptools]
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index ecefba2d5645a..27218f2889c87 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -395,8 +395,6 @@ mypy-boto3-managedblockchain==1.42.3
     # via boto3-stubs
 mypy-boto3-mediaconvert==1.42.3
     # via boto3-stubs
-mypy-boto3-mediastore==1.42.3
-    # via boto3-stubs
 mypy-boto3-mq==1.42.3
     # via boto3-stubs
 mypy-boto3-mwaa==1.42.3
diff --git a/tests/unit/aws/test_connect.py b/tests/unit/aws/test_connect.py
index b545cd1c876d5..447f37be471d1 100644
--- a/tests/unit/aws/test_connect.py
+++ b/tests/unit/aws/test_connect.py
@@ -204,7 +204,6 @@ def test_external_aws_client_credentials_loaded_from_env_if_set_to_none(
             "kms",
             "lakeformation",
             "logs",
-            "mediastore",
             "mq",
             "mwaa",
             "neptune",

From b954b781a6ab4e686191fcb03ac1256cec56ce52 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 16 Dec 2025 07:25:20 +0100
Subject: [PATCH 474/697] Bump python from `811f304` to `baf6668` in the
 docker-base-images group (#13529)

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 Dockerfile    | 2 +-
 Dockerfile.s3 | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/Dockerfile b/Dockerfile
index 79c0c22775624..43cd861423108 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,7 +1,7 @@
 #
 # base: Stage which installs necessary runtime dependencies (OS packages, etc.)
 #
-FROM python:3.13.11-slim-trixie@sha256:811f304e6201e24836461e43be7f1de32d53854b6d07e7ab6072332b78384c04 AS base
+FROM python:3.13.11-slim-trixie@sha256:baf66684c5fcafbda38a54b227ee30ec41e40af1e4073edee3a7110a417756ba AS base
 ARG TARGETARCH
 
 # Install runtime OS package dependencies
diff --git a/Dockerfile.s3 b/Dockerfile.s3
index 31ea4a72d438b..09d20ca6ae591 100644
--- a/Dockerfile.s3
+++ b/Dockerfile.s3
@@ -1,5 +1,5 @@
 # base: Stage which installs necessary runtime dependencies (OS packages, filesystem...)
-FROM python:3.13.11-slim-trixie@sha256:811f304e6201e24836461e43be7f1de32d53854b6d07e7ab6072332b78384c04 AS base
+FROM python:3.13.11-slim-trixie@sha256:baf66684c5fcafbda38a54b227ee30ec41e40af1e4073edee3a7110a417756ba AS base
 ARG TARGETARCH
 
 # set workdir

From b9f86239ebbff381723e3ae334efedab20a58185 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 16 Dec 2025 07:28:27 +0100
Subject: [PATCH 475/697] Bump the github-actions group with 5 updates (#13530)

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 .github/workflows/asf-updates.yml             |  4 +-
 .github/workflows/aws-main.yml                |  4 +-
 .github/workflows/aws-tests-s3-image.yml      | 12 ++--
 .github/workflows/aws-tests.yml               | 64 +++++++++----------
 .github/workflows/marker-report.yml           |  4 +-
 .github/workflows/rebase-release-prs.yml      |  2 +-
 .../rebase-release-targeting-prs.yml          |  2 +-
 .github/workflows/tests-bin.yml               |  2 +-
 .github/workflows/tests-pro-integration.yml   | 16 ++---
 .github/workflows/update-cfn-resources.yml    |  2 +-
 10 files changed, 56 insertions(+), 56 deletions(-)

diff --git a/.github/workflows/asf-updates.yml b/.github/workflows/asf-updates.yml
index a70c75bce7791..d34f814b2c25c 100644
--- a/.github/workflows/asf-updates.yml
+++ b/.github/workflows/asf-updates.yml
@@ -29,7 +29,7 @@ jobs:
         run: python3 -m pip install --upgrade setuptools setuptools_scm uv
 
       - name: Cache LocalStack community dependencies (venv)
-        uses: actions/cache@v4
+        uses: actions/cache@v5
         with:
           path: .venv
           key: ${{ runner.os }}-python-${{ steps.setup-python.outputs.python-version }}-venv-${{ hashFiles('requirements-dev.txt') }}
@@ -120,7 +120,7 @@ jobs:
           replace: ${{ steps.check-for-changes.outputs.changed-services }}
 
       - name: Create PR
-        uses: peter-evans/create-pull-request@v7
+        uses: peter-evans/create-pull-request@v8
         if: ${{ success() && steps.check-for-changes.outputs.diff-count != '0' && steps.check-for-changes.outputs.diff-count != '' }}
         with:
           title: "Update ASF APIs"
diff --git a/.github/workflows/aws-main.yml b/.github/workflows/aws-main.yml
index 289cd1036072b..04ec1dfcbacec 100644
--- a/.github/workflows/aws-main.yml
+++ b/.github/workflows/aws-main.yml
@@ -114,7 +114,7 @@ jobs:
           run: make install-dev
 
         - name: Load all test results
-          uses: actions/download-artifact@v6
+          uses: actions/download-artifact@v7
           with:
             pattern: test-results-*
             path: target/coverage/
@@ -175,7 +175,7 @@ jobs:
             python -m scripts.metrics_coverage.diff_metrics_coverage
 
         - name: Archive coverage and parity metrics
-          uses: actions/upload-artifact@v5
+          uses: actions/upload-artifact@v6
           with:
             name: coverage-and-parity-metrics
             path: |
diff --git a/.github/workflows/aws-tests-s3-image.yml b/.github/workflows/aws-tests-s3-image.yml
index 97aca42e8151d..cabc37d8e8d11 100644
--- a/.github/workflows/aws-tests-s3-image.yml
+++ b/.github/workflows/aws-tests-s3-image.yml
@@ -137,7 +137,7 @@ jobs:
           make docker-run-tests-s3-only
 
       - name: Archive Test Results
-        uses: actions/upload-artifact@v5
+        uses: actions/upload-artifact@v6
         if: success() || failure()
         with:
           name: test-results-s3-image-${{ matrix.arch }}
@@ -149,7 +149,7 @@ jobs:
         run: ./bin/docker-helper.sh save
 
       - name: Store Docker image as artifact
-        uses: actions/upload-artifact@v5
+        uses: actions/upload-artifact@v6
         with:
           name: localstack-s3-image-${{ matrix.arch }}
           path: ${{ steps.save-image.outputs.IMAGE_FILENAME }}
@@ -173,12 +173,12 @@ jobs:
       )
     steps:
       - name: Download AMD64 Results
-        uses: actions/download-artifact@v6
+        uses: actions/download-artifact@v7
         with:
           name: test-results-s3-image-amd64
 
       - name: Download ARM64 Results
-        uses: actions/download-artifact@v6
+        uses: actions/download-artifact@v7
         with:
           name: test-results-s3-image-arm64
 
@@ -217,12 +217,12 @@ jobs:
         run: pip install --upgrade setuptools setuptools_scm
 
       - name: Download AMD64 image
-        uses: actions/download-artifact@v6
+        uses: actions/download-artifact@v7
         with:
           name: localstack-s3-image-amd64
 
       - name: Download ARM64 image
-        uses: actions/download-artifact@v6
+        uses: actions/download-artifact@v7
         with:
           name: localstack-s3-image-arm64
 
diff --git a/.github/workflows/aws-tests.yml b/.github/workflows/aws-tests.yml
index 11f86fcfead9e..5bcb8edfd9ca7 100644
--- a/.github/workflows/aws-tests.yml
+++ b/.github/workflows/aws-tests.yml
@@ -179,7 +179,7 @@ jobs:
       - name: Restore Lambda common runtime packages
         id: cached-lambda-common-restore
         if: inputs.disableCaching != true
-        uses: actions/cache/restore@v4
+        uses: actions/cache/restore@v5
         with:
           path: localstack/tests/aws/services/lambda_/functions/common
           key: common-it-${{ runner.os }}-${{ runner.arch }}-lambda-common-${{ hashFiles('localstack/tests/aws/services/lambda_/functions/common/**/src/*', 'localstack/tests/aws/services/lambda_/functions/common/**/Makefile') }}
@@ -189,13 +189,13 @@ jobs:
 
       - name: Save Lambda common runtime packages
         if: inputs.disableCaching != true
-        uses: actions/cache/save@v4
+        uses: actions/cache/save@v5
         with:
           path: localstack/tests/aws/services/lambda_/functions/common
           key: ${{ steps.cached-lambda-common-restore.outputs.cache-primary-key }}
 
       - name: Archive Lambda common packages
-        uses: actions/upload-artifact@v5
+        uses: actions/upload-artifact@v6
         with:
           name: lambda-common-${{ env.PLATFORM }}
           path: |
@@ -245,7 +245,7 @@ jobs:
 
       - name: Archive Test Selection
         if: ${{ env.TESTSELECTION_PYTEST_ARGS }}
-        uses: actions/upload-artifact@v5
+        uses: actions/upload-artifact@v6
         with:
           name: test-selection
           path: |
@@ -296,7 +296,7 @@ jobs:
         run: make test-coverage
 
       - name: Archive Test Results
-        uses: actions/upload-artifact@v5
+        uses: actions/upload-artifact@v6
         if: success() || failure()
         with:
           name: test-results-preflight
@@ -319,7 +319,7 @@ jobs:
     if: always() && !cancelled() && !contains(needs.*.result, 'skipped')
     steps:
       - name: Download Artifacts
-        uses: actions/download-artifact@v6
+        uses: actions/download-artifact@v7
         with:
           pattern: test-results-preflight
 
@@ -382,7 +382,7 @@ jobs:
           fetch-depth: 0
 
       - name: Download Lambda Common packages
-        uses: actions/download-artifact@v6
+        uses: actions/download-artifact@v7
         with:
           name: lambda-common-${{ env.PLATFORM }}
           path: |
@@ -395,7 +395,7 @@ jobs:
 
       - name: Download Test Selection
         if: ${{ env.TESTSELECTION_PYTEST_ARGS }}
-        uses: actions/download-artifact@v6
+        uses: actions/download-artifact@v7
         with:
           name: test-selection
           path: dist/testselection/
@@ -421,7 +421,7 @@ jobs:
           mv .test_durations .test_durations-${{ env.PLATFORM }}-${{ matrix.group }}
 
       - name: Archive Test Durations
-        uses: actions/upload-artifact@v5
+        uses: actions/upload-artifact@v6
         if: success() || failure()
         with:
           name: pytest-split-durations-${{ env.PLATFORM }}-${{ matrix.group }}
@@ -430,7 +430,7 @@ jobs:
           retention-days: 5
 
       - name: Archive Test Results
-        uses: actions/upload-artifact@v5
+        uses: actions/upload-artifact@v6
         if: success() || failure()
         with:
           name: test-results-integration-${{ env.PLATFORM }}-${{ matrix.group }}
@@ -442,7 +442,7 @@ jobs:
 
       - name: Archive Parity Metric Results
         if: success()
-        uses: actions/upload-artifact@v5
+        uses: actions/upload-artifact@v6
         with:
           name: parity-metric-raw-${{ env.PLATFORM }}-${{ matrix.group }}
           path: target/metric_reports
@@ -488,7 +488,7 @@ jobs:
         run: make test-coverage
 
       - name: Archive Test Results
-        uses: actions/upload-artifact@v5
+        uses: actions/upload-artifact@v6
         if: success() || failure()
         with:
           name: test-results-bootstrap
@@ -522,13 +522,13 @@ jobs:
     if: always() && !cancelled() && !contains(needs.*.result, 'skipped')
     steps:
       - name: Download Bootstrap Artifacts
-        uses: actions/download-artifact@v6
+        uses: actions/download-artifact@v7
         if: ${{ matrix.arch == 'amd64' }}
         with:
           pattern: test-results-bootstrap
 
       - name: Download Integration Artifacts
-        uses: actions/download-artifact@v6
+        uses: actions/download-artifact@v7
         with:
           pattern: test-results-integration-${{ matrix.arch }}-*
 
@@ -609,7 +609,7 @@ jobs:
         run: make docker-run-tests
 
       - name: Archive Test Results
-        uses: actions/upload-artifact@v5
+        uses: actions/upload-artifact@v6
         if: success() || failure()
         with:
           name: test-results-acceptance-${{ env.PLATFORM }}
@@ -642,7 +642,7 @@ jobs:
     if: always() && !cancelled() && !contains(needs.*.result, 'skipped')
     steps:
       - name: Download Acceptance Artifacts
-        uses: actions/download-artifact@v6
+        uses: actions/download-artifact@v7
         with:
           pattern: test-results-acceptance-${{ matrix.arch }}
 
@@ -680,7 +680,7 @@ jobs:
 
       - name: Download Test Selection
         if: ${{ env.TESTSELECTION_PYTEST_ARGS }}
-        uses: actions/download-artifact@v6
+        uses: actions/download-artifact@v7
         with:
           name: test-selection
           path: dist/testselection/
@@ -699,7 +699,7 @@ jobs:
         run: make test-coverage
 
       - name: Archive Test Results
-        uses: actions/upload-artifact@v5
+        uses: actions/upload-artifact@v6
         if: success() || failure()
         with:
           name: test-results-cloudwatch-v1
@@ -733,7 +733,7 @@ jobs:
 
       - name: Download Test Selection
         if: ${{ env.TESTSELECTION_PYTEST_ARGS }}
-        uses: actions/download-artifact@v6
+        uses: actions/download-artifact@v7
         with:
           name: test-selection
           path: dist/testselection/
@@ -751,7 +751,7 @@ jobs:
         run: make test-coverage
 
       - name: Archive Test Results
-        uses: actions/upload-artifact@v5
+        uses: actions/upload-artifact@v6
         if: success() || failure()
         with:
           name: test-results-dynamodb-v2
@@ -785,7 +785,7 @@ jobs:
 
       - name: Download Test Selection
         if: ${{ env.TESTSELECTION_PYTEST_ARGS }}
-        uses: actions/download-artifact@v6
+        uses: actions/download-artifact@v7
         with:
           name: test-selection
           path: dist/testselection/
@@ -804,7 +804,7 @@ jobs:
         run: make test-coverage
 
       - name: Archive Test Results
-        uses: actions/upload-artifact@v5
+        uses: actions/upload-artifact@v6
         if: success() || failure()
         with:
           name: test-results-events-v1
@@ -839,7 +839,7 @@ jobs:
 
       - name: Download Test Selection
         if: ${{ env.TESTSELECTION_PYTEST_ARGS }}
-        uses: actions/download-artifact@v6
+        uses: actions/download-artifact@v7
         with:
           name: test-selection
           path: dist/testselection/
@@ -855,7 +855,7 @@ jobs:
         run: make test-coverage
 
       - name: Archive Test Results
-        uses: actions/upload-artifact@v5
+        uses: actions/upload-artifact@v6
         if: success() || failure()
         with:
           name: test-results-cloudformation-legacy
@@ -889,7 +889,7 @@ jobs:
 
       - name: Download Test Selection
         if: ${{ env.TESTSELECTION_PYTEST_ARGS }}
-        uses: actions/download-artifact@v6
+        uses: actions/download-artifact@v7
         with:
           name: test-selection
           path: dist/testselection/
@@ -908,7 +908,7 @@ jobs:
         run: make test-coverage
 
       - name: Archive Test Results
-        uses: actions/upload-artifact@v5
+        uses: actions/upload-artifact@v6
         if: success() || failure()
         with:
           name: test-results-sns-v2
@@ -936,27 +936,27 @@ jobs:
       issues: read
     steps:
       - name: Download Cloudformation legacy Artifacts
-        uses: actions/download-artifact@v6
+        uses: actions/download-artifact@v7
         with:
           pattern: test-results-cloudformation-legacy
 
       - name: Download EventBridge v1 Artifacts
-        uses: actions/download-artifact@v6
+        uses: actions/download-artifact@v7
         with:
           pattern: test-results-events-v1
 
       - name: Download DynamoDB v2 Artifacts
-        uses: actions/download-artifact@v6
+        uses: actions/download-artifact@v7
         with:
           pattern: test-results-dynamodb-v2
 
       - name: Download CloudWatch v1 Artifacts
-        uses: actions/download-artifact@v6
+        uses: actions/download-artifact@v7
         with:
           pattern: test-results-cloudwatch-v1
 
       - name: Download SNS v2 Artifacts
-        uses: actions/download-artifact@v6
+        uses: actions/download-artifact@v7
         with:
           pattern: test-results-sns-v2
 
@@ -1030,7 +1030,7 @@ jobs:
           localstack stop
 
       - name: Archive Capture-Not-Implemented Results
-        uses: actions/upload-artifact@v5
+        uses: actions/upload-artifact@v6
         with:
           name: capture-notimplemented
           path: results/
diff --git a/.github/workflows/marker-report.yml b/.github/workflows/marker-report.yml
index 3cc4a89d677cc..c96bede2bb099 100644
--- a/.github/workflows/marker-report.yml
+++ b/.github/workflows/marker-report.yml
@@ -49,7 +49,7 @@ jobs:
           python-version-file: '.python-version'
 
       - name: Cache LocalStack community dependencies (venv)
-        uses: actions/cache@v4
+        uses: actions/cache@v5
         with:
           path: .venv
           key: ${{ runner.os }}-python-${{ steps.setup-python.outputs.python-version }}-venv-${{ hashFiles('requirements-dev.txt') }}
@@ -101,7 +101,7 @@ jobs:
 
       - name: Upload generated markdown
         if: ${{ inputs.createIssue }}
-        uses: actions/upload-artifact@v5
+        uses: actions/upload-artifact@v6
         with:
           path: ./target/MARKER_REPORT_ISSUE.md
 
diff --git a/.github/workflows/rebase-release-prs.yml b/.github/workflows/rebase-release-prs.yml
index 1675a68567833..81f1f50333f76 100644
--- a/.github/workflows/rebase-release-prs.yml
+++ b/.github/workflows/rebase-release-prs.yml
@@ -28,7 +28,7 @@ jobs:
       matrix:
         head: ${{ fromJson(needs.find-release-branches.outputs.matrix) }}
     steps:
-      - uses: peter-evans/rebase@v3
+      - uses: peter-evans/rebase@v4
         with:
           token: ${{ secrets.PRO_ACCESS_TOKEN }}
           head: ${{ matrix.head }}
diff --git a/.github/workflows/rebase-release-targeting-prs.yml b/.github/workflows/rebase-release-targeting-prs.yml
index b52262837293f..37387dbaba1ad 100644
--- a/.github/workflows/rebase-release-targeting-prs.yml
+++ b/.github/workflows/rebase-release-targeting-prs.yml
@@ -15,7 +15,7 @@ jobs:
           script: |
             // remove the ref prefx "refs/heads/"
             return context.payload.ref.substr(11)
-      - uses: peter-evans/rebase@v3
+      - uses: peter-evans/rebase@v4
         with:
           token: ${{ secrets.PRO_ACCESS_TOKEN }}
           base: ${{steps.determine-base-ref.outputs.result}}
diff --git a/.github/workflows/tests-bin.yml b/.github/workflows/tests-bin.yml
index d35a78973af30..c4bff7dbbee4d 100644
--- a/.github/workflows/tests-bin.yml
+++ b/.github/workflows/tests-bin.yml
@@ -43,7 +43,7 @@ jobs:
           mv report.xml tests-junit-base.xml
 
       - name: Archive Test Results
-        uses: actions/upload-artifact@v5
+        uses: actions/upload-artifact@v6
         if: success() || failure()
         with:
           name: test-results-tests-bin
diff --git a/.github/workflows/tests-pro-integration.yml b/.github/workflows/tests-pro-integration.yml
index 203e144b4c907..0de54c9a34526 100644
--- a/.github/workflows/tests-pro-integration.yml
+++ b/.github/workflows/tests-pro-integration.yml
@@ -229,7 +229,7 @@ jobs:
 
       - name: Cache Pro Dependencies (venv)
         if: inputs.disableCaching != true
-        uses: actions/cache@v4
+        uses: actions/cache@v5
         with:
           path: |
             localstack-pro/.venv
@@ -240,7 +240,7 @@ jobs:
 
       - name: Cache Pro Dependencies (libs)
         if: inputs.disableCaching != true
-        uses: actions/cache@v4
+        uses: actions/cache@v5
         with:
           path: |
             localstack/localstack-core/.filesystem/var/lib/localstack
@@ -252,7 +252,7 @@ jobs:
       - name: Restore Lambda common runtime packages
         id: cached-lambda-common-restore
         if: inputs.disableCaching != true
-        uses: actions/cache/restore@v4
+        uses: actions/cache/restore@v5
         with:
           path: |
             localstack/tests/aws/services/lambda_/functions/common
@@ -264,7 +264,7 @@ jobs:
 
       - name: Save Lambda common runtime packages
         if: inputs.disableCaching != true
-        uses: actions/cache/save@v4
+        uses: actions/cache/save@v5
         with:
           path: |
             localstack/tests/aws/services/lambda_/functions/common
@@ -342,7 +342,7 @@ jobs:
           make test
 
       - name: Archive Test Durations
-        uses: actions/upload-artifact@v5
+        uses: actions/upload-artifact@v6
         if: success() || failure()
         with:
           name: pytest-split-durations-community-${{ matrix.group }}
@@ -351,7 +351,7 @@ jobs:
           retention-days: 5
 
       - name: Archive Test Results
-        uses: actions/upload-artifact@v5
+        uses: actions/upload-artifact@v6
         if: success() || failure()
         with:
           name: test-results-community-${{ matrix.group }}
@@ -377,12 +377,12 @@ jobs:
       )
     steps:
       - name: Download Artifacts 1
-        uses: actions/download-artifact@v6
+        uses: actions/download-artifact@v7
         with:
           name: test-results-community-1
 
       - name: Download Artifacts 2
-        uses: actions/download-artifact@v6
+        uses: actions/download-artifact@v7
         with:
           name: test-results-community-2
 
diff --git a/.github/workflows/update-cfn-resources.yml b/.github/workflows/update-cfn-resources.yml
index a5b95237da530..a8b667feceab5 100644
--- a/.github/workflows/update-cfn-resources.yml
+++ b/.github/workflows/update-cfn-resources.yml
@@ -47,7 +47,7 @@ jobs:
             python scripts/update_cfn_resources.py --resource-file localstack-core/localstack/services/cloudformation/resources.py
 
       - name: Create Pull Request
-        uses: peter-evans/create-pull-request@v7
+        uses: peter-evans/create-pull-request@v8
         with:
           title: "Update CloudFormation resource availability"
           body: "Automated update of CloudFormation resource metadata."

From b5316b00e20c4fb47ea3842c65bd073a4632adff Mon Sep 17 00:00:00 2001
From: Sannya Singal <32308435+sannya-singal@users.noreply.github.com>
Date: Tue, 16 Dec 2025 13:54:19 +0530
Subject: [PATCH 476/697] kms: support _custom_key_material_ for RSA_2048
 (#13515)

---
 .../localstack/services/kms/models.py         |  8 ++++--
 tests/aws/services/kms/test_kms.py            | 28 +++++++++++++++++++
 2 files changed, 34 insertions(+), 2 deletions(-)

diff --git a/localstack-core/localstack/services/kms/models.py b/localstack-core/localstack/services/kms/models.py
index 1354536fbe284..9cfe51ce02f82 100644
--- a/localstack-core/localstack/services/kms/models.py
+++ b/localstack-core/localstack/services/kms/models.py
@@ -232,7 +232,10 @@ def __init__(self, key_spec: str, key_material: bytes | None = None):
 
         if key_spec.startswith("RSA"):
             key_size = RSA_CRYPTO_KEY_LENGTHS.get(key_spec)
-            key = rsa.generate_private_key(public_exponent=65537, key_size=key_size)
+            if key_material:
+                key = crypto_serialization.load_der_private_key(key_material, password=None)
+            else:
+                key = rsa.generate_private_key(public_exponent=65537, key_size=key_size)
         elif key_spec.startswith("ECC"):
             curve = ECC_CURVES.get(key_spec)
             if key_material:
@@ -636,7 +639,8 @@ def add_tags(self, tags: TagList) -> None:
         # https://docs.aws.amazon.com/kms/latest/APIReference/API_TagResource.html
         # "To edit a tag, specify an existing tag key and a new tag value."
         for i, tag in enumerate(tags, start=1):
-            validate_tag(i, tag)
+            if tag.get("TagKey") != TAG_KEY_CUSTOM_KEY_MATERIAL:
+                validate_tag(i, tag)
             self.tags[tag.get("TagKey")] = tag.get("TagValue")
 
     def schedule_key_deletion(self, pending_window_in_days: int) -> None:
diff --git a/tests/aws/services/kms/test_kms.py b/tests/aws/services/kms/test_kms.py
index c39b284e9da7f..d4b3ee71a8885 100644
--- a/tests/aws/services/kms/test_kms.py
+++ b/tests/aws/services/kms/test_kms.py
@@ -523,6 +523,34 @@ def test_get_key_invalid_uuid(self, snapshot, aws_client):
             aws_client.kms.describe_key(KeyId="mrk-fake-key-id")
         snapshot.match("describe-key-with-invalid-uuid-mrk", e.value.response)
 
+    @markers.aws.only_localstack
+    def test_create_key_custom_key_material_rsa_2048(self, kms_create_key, aws_client):
+        rsa_key = rsa.generate_private_key(public_exponent=65537, key_size=2048)
+        raw_private_key = rsa_key.private_bytes(
+            serialization.Encoding.DER,
+            serialization.PrivateFormat.PKCS8,
+            serialization.NoEncryption(),
+        )
+        raw_public_key = rsa_key.public_key().public_bytes(
+            serialization.Encoding.DER,
+            serialization.PublicFormat.SubjectPublicKeyInfo,
+        )
+
+        custom_key_tag_value = base64.b64encode(raw_private_key).decode("utf-8")
+
+        key_spec = "RSA_2048"
+        key_usage = "SIGN_VERIFY"
+
+        key_id = kms_create_key(
+            KeySpec=key_spec,
+            KeyUsage=key_usage,
+            Tags=[
+                {"TagKey": "_custom_key_material_", "TagValue": custom_key_tag_value},
+            ],
+        )["KeyId"]
+        public_key = aws_client.kms.get_public_key(KeyId=key_id)["PublicKey"]
+        assert public_key == raw_public_key
+
     @markers.aws.validated
     def test_list_keys(self, kms_create_key, aws_client):
         created_key = kms_create_key()

From cf086948051515318f2a93fa51fac8bec9cefe3c Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Tue, 16 Dec 2025 10:29:39 +0100
Subject: [PATCH 477/697] Upgrade pinned Python dependencies (#13531)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
---
 requirements-base-runtime.txt |  2 +-
 requirements-basic.txt        |  2 +-
 requirements-dev.txt          |  6 +++---
 requirements-runtime.txt      |  2 +-
 requirements-test.txt         |  2 +-
 requirements-typehint.txt     | 20 ++++++++++----------
 6 files changed, 17 insertions(+), 17 deletions(-)

diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index 2f9ff26de4e5a..ecbd5c0a01846 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -20,7 +20,7 @@ botocore==1.42.9
     #   boto3
     #   localstack-core (pyproject.toml)
     #   s3transfer
-cachetools==6.2.3
+cachetools==6.2.4
     # via localstack-core (pyproject.toml)
 cbor2==5.7.1
     # via localstack-core (pyproject.toml)
diff --git a/requirements-basic.txt b/requirements-basic.txt
index 306202c9e54bc..98d20369f62e4 100644
--- a/requirements-basic.txt
+++ b/requirements-basic.txt
@@ -6,7 +6,7 @@
 #
 asn1crypto==1.5.1
     # via localstack-core (pyproject.toml)
-cachetools==6.2.3
+cachetools==6.2.4
     # via localstack-core (pyproject.toml)
 certifi==2025.11.12
     # via requests
diff --git a/requirements-dev.txt b/requirements-dev.txt
index fc8ef38c6c2ae..92c98c93a7115 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -62,7 +62,7 @@ botocore==1.42.9
     #   localstack-core
     #   moto-ext
     #   s3transfer
-cachetools==6.2.3
+cachetools==6.2.4
     # via
     #   airspeed-ext
     #   localstack-core
@@ -144,7 +144,7 @@ docutils==0.19
     # via awscli
 events==0.5
     # via opensearch-py
-filelock==3.20.0
+filelock==3.20.1
     # via virtualenv
 graphql-core==3.2.7
     # via moto-ext
@@ -245,7 +245,7 @@ kclpy-ext==3.0.5
     # via localstack-core
 lazy-object-proxy==1.12.0
     # via openapi-spec-validator
-librt==0.7.3
+librt==0.7.4
     # via mypy
 localstack-snapshot==0.3.2
     # via localstack-core
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index a293f464a1eb3..4f77a041e73dc 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -50,7 +50,7 @@ botocore==1.42.9
     #   localstack-core
     #   moto-ext
     #   s3transfer
-cachetools==6.2.3
+cachetools==6.2.4
     # via
     #   airspeed-ext
     #   localstack-core
diff --git a/requirements-test.txt b/requirements-test.txt
index 7695f6934283e..686e7fbefc8d2 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -62,7 +62,7 @@ botocore==1.42.9
     #   localstack-core
     #   moto-ext
     #   s3transfer
-cachetools==6.2.3
+cachetools==6.2.4
     # via
     #   airspeed-ext
     #   localstack-core
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index 27218f2889c87..2d513e28d774f 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -54,7 +54,7 @@ boto3==1.42.9
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-boto3-stubs==1.42.9
+boto3-stubs==1.42.10
     # via localstack-core (pyproject.toml)
 botocore==1.42.9
     # via
@@ -64,9 +64,9 @@ botocore==1.42.9
     #   localstack-core
     #   moto-ext
     #   s3transfer
-botocore-stubs==1.42.9
+botocore-stubs==1.42.10
     # via boto3-stubs
-cachetools==6.2.3
+cachetools==6.2.4
     # via
     #   airspeed-ext
     #   localstack-core
@@ -148,7 +148,7 @@ docutils==0.19
     # via awscli
 events==0.5
     # via opensearch-py
-filelock==3.20.0
+filelock==3.20.1
     # via virtualenv
 graphql-core==3.2.7
     # via moto-ext
@@ -249,7 +249,7 @@ kclpy-ext==3.0.5
     # via localstack-core
 lazy-object-proxy==1.12.0
     # via openapi-spec-validator
-librt==0.7.3
+librt==0.7.4
     # via mypy
 localstack-snapshot==0.3.2
     # via localstack-core
@@ -335,7 +335,7 @@ mypy-boto3-dynamodb==1.42.3
     # via boto3-stubs
 mypy-boto3-dynamodbstreams==1.42.3
     # via boto3-stubs
-mypy-boto3-ec2==1.42.5
+mypy-boto3-ec2==1.42.10
     # via boto3-stubs
 mypy-boto3-ecr==1.42.3
     # via boto3-stubs
@@ -363,7 +363,7 @@ mypy-boto3-firehose==1.42.3
     # via boto3-stubs
 mypy-boto3-fis==1.42.3
     # via boto3-stubs
-mypy-boto3-glacier==1.42.3
+mypy-boto3-glacier==1.42.10
     # via boto3-stubs
 mypy-boto3-glue==1.42.3
     # via boto3-stubs
@@ -389,7 +389,7 @@ mypy-boto3-lakeformation==1.42.3
     # via boto3-stubs
 mypy-boto3-lambda==1.42.8
     # via boto3-stubs
-mypy-boto3-logs==1.42.3
+mypy-boto3-logs==1.42.10
     # via boto3-stubs
 mypy-boto3-managedblockchain==1.42.3
     # via boto3-stubs
@@ -425,9 +425,9 @@ mypy-boto3-resourcegroupstaggingapi==1.42.3
     # via boto3-stubs
 mypy-boto3-route53==1.42.6
     # via boto3-stubs
-mypy-boto3-route53resolver==1.42.3
+mypy-boto3-route53resolver==1.42.10
     # via boto3-stubs
-mypy-boto3-s3==1.42.3
+mypy-boto3-s3==1.42.10
     # via boto3-stubs
 mypy-boto3-s3control==1.42.3
     # via boto3-stubs

From 532d755eb31ebae7266b48f759b4e7bb33b43055 Mon Sep 17 00:00:00 2001
From: Giovanni Grano <me@giograno.com>
Date: Tue, 16 Dec 2025 15:39:49 +0100
Subject: [PATCH 478/697] Improve annotation of the CloudWatch store (#13511)

---
 .../localstack/services/cloudwatch/models.py  | 12 +++++--
 .../services/cloudwatch/provider_v2.py        | 33 ++++++++-----------
 2 files changed, 24 insertions(+), 21 deletions(-)

diff --git a/localstack-core/localstack/services/cloudwatch/models.py b/localstack-core/localstack/services/cloudwatch/models.py
index 72e4e0ffc5313..7ba6490443aff 100644
--- a/localstack-core/localstack/services/cloudwatch/models.py
+++ b/localstack-core/localstack/services/cloudwatch/models.py
@@ -1,6 +1,12 @@
 import datetime
 
-from localstack.aws.api.cloudwatch import CompositeAlarm, DashboardBody, MetricAlarm, StateValue
+from localstack.aws.api.cloudwatch import (
+    AlarmHistoryItem,
+    CompositeAlarm,
+    DashboardBody,
+    MetricAlarm,
+    StateValue,
+)
 from localstack.services.stores import (
     AccountRegionBundle,
     BaseStore,
@@ -72,6 +78,8 @@ class LocalStackDashboard:
     dashboard_name: str
     dashboard_arn: str
     dashboard_body: DashboardBody
+    last_modified: datetime.datetime
+    size: int
 
     def __init__(
         self, account_id: str, region: str, dashboard_name: str, dashboard_body: DashboardBody
@@ -99,7 +107,7 @@ class CloudWatchStore(BaseStore):
 
     # Contains all the Alarm Histories. Per documentation, an alarm history is retained even if the alarm is deleted,
     # making it necessary to save this at store level
-    histories: list[dict] = LocalAttribute(default=list)
+    histories: list[dict[str, AlarmHistoryItem]] = LocalAttribute(default=list)
 
     dashboards: dict[str, LocalStackDashboard] = LocalAttribute(default=dict)
 
diff --git a/localstack-core/localstack/services/cloudwatch/provider_v2.py b/localstack-core/localstack/services/cloudwatch/provider_v2.py
index 87a5a50194af3..42c5d26b2ae38 100644
--- a/localstack-core/localstack/services/cloudwatch/provider_v2.py
+++ b/localstack-core/localstack/services/cloudwatch/provider_v2.py
@@ -9,6 +9,7 @@
 from localstack.aws.api.cloudwatch import (
     AccountId,
     ActionPrefix,
+    AlarmHistoryItem,
     AlarmName,
     AlarmNamePrefix,
     AlarmNames,
@@ -760,7 +761,7 @@ def _update_state(
         self,
         context: RequestContext,
         alarm: LocalStackAlarm,
-        state_value: str,
+        state_value: StateValue,
         state_reason: str,
         state_reason_data: dict = None,
     ):
@@ -780,18 +781,17 @@ def _update_state(
                 "stateReasonData": state_reason_data,
             },
         }
-        store.histories.append(
-            {
-                "Timestamp": timestamp_millis(alarm.alarm["StateUpdatedTimestamp"]),
-                "HistoryItemType": HistoryItemType.StateUpdate,
-                "AlarmName": alarm.alarm["AlarmName"],
-                "HistoryData": json.dumps(history_data),
-                "HistorySummary": f"Alarm updated from {old_state} to {state_value}",
-                "AlarmType": "MetricAlarm"
-                if isinstance(alarm, LocalStackMetricAlarm)
-                else "CompositeAlarm",
-            }
+        alarm_history_item = AlarmHistoryItem(
+            Timestamp=alarm.alarm["StateUpdatedTimestamp"],
+            HistoryItemType=HistoryItemType.StateUpdate,
+            AlarmName=alarm.alarm["AlarmName"],
+            HistoryData=json.dumps(history_data),
+            HistorySummary=f"Alarm updated from {old_state} to {state_value}",
+            AlarmType="MetricAlarm"
+            if isinstance(alarm, LocalStackMetricAlarm)
+            else "CompositeAlarm",
         )
+        store.histories.append(alarm_history_item)
         alarm.alarm["StateValue"] = state_value
         alarm.alarm["StateReason"] = state_reason
         if state_reason_data:
@@ -837,15 +837,10 @@ def describe_alarm_history(
         if alarm_name:
             history = [h for h in history if h["AlarmName"] == alarm_name]
 
-        def _get_timestamp(input: dict):
-            if timestamp_string := input.get("Timestamp"):
-                return datetime.datetime.fromisoformat(timestamp_string)
-            return None
-
         if start_date:
-            history = [h for h in history if (date := _get_timestamp(h)) and date >= start_date]
+            history = [h for h in history if (date := h.get("Timestamp")) and date >= start_date]
         if end_date:
-            history = [h for h in history if (date := _get_timestamp(h)) and date <= end_date]
+            history = [h for h in history if (date := h.get("Timestamp")) and date <= end_date]
         return DescribeAlarmHistoryOutput(AlarmHistoryItems=history)
 
     def _evaluate_composite_alarms(self, context: RequestContext, triggering_alarm):

From ee0d4384d16696e4cc15b48fcccabd334cdb44f7 Mon Sep 17 00:00:00 2001
From: Mathieu Cloutier <79954947+cloutierMat@users.noreply.github.com>
Date: Tue, 16 Dec 2025 13:01:51 -0700
Subject: [PATCH 479/697] Apigw/fix vpc links return value (#13532)

---
 .../services/apigateway/legacy/provider.py    |  29 +++-
 tests/aws/services/apigateway/conftest.py     |  13 ++
 .../apigateway/test_apigateway_api.py         | 157 ++++++++++++++++++
 .../test_apigateway_api.snapshot.json         | 144 ++++++++++++++++
 .../test_apigateway_api.validation.json       |  45 +++++
 .../test_apigateway_integrations.py           |   9 -
 6 files changed, 384 insertions(+), 13 deletions(-)

diff --git a/localstack-core/localstack/services/apigateway/legacy/provider.py b/localstack-core/localstack/services/apigateway/legacy/provider.py
index e9df04c3a1d93..8bea2ec6b7798 100644
--- a/localstack-core/localstack/services/apigateway/legacy/provider.py
+++ b/localstack-core/localstack/services/apigateway/legacy/provider.py
@@ -94,6 +94,7 @@
     UsagePlans,
     VpcLink,
     VpcLinks,
+    VpcLinkStatus,
 )
 from localstack.aws.connect import connect_to
 from localstack.aws.forwarder import create_aws_request_context
@@ -1821,11 +1822,31 @@ def create_vpc_link(
         tags: MapOfStringToString = None,
         **kwargs,
     ) -> VpcLink:
+        # TODO add tag support
+        if not name:
+            raise BadRequestException("Name cannot be empty")
+        for arn in target_arns:
+            try:
+                parse_arn(arn)
+            except InvalidArnException:
+                raise BadRequestException(f"Invalid ARN. ARN is not well formed {arn}")
+
         region_details = get_apigateway_store(context=context)
         link_id = short_uid()
-        entry = {"id": link_id, "status": "AVAILABLE"}
+        entry = {
+            "id": link_id,
+            "status": VpcLinkStatus.PENDING,
+            "name": name,
+            "description": description,
+            "targetArns": target_arns,
+        }
         region_details.vpc_links[link_id] = entry
         result = to_vpc_link_response_json(entry)
+
+        # update the status and status message of the store object
+        entry["status"] = VpcLinkStatus.AVAILABLE
+        entry["statusMessage"] = "Your vpc link is ready for use"
+
         return VpcLink(**result)
 
     def get_vpc_links(
@@ -1845,7 +1866,7 @@ def get_vpc_link(self, context: RequestContext, vpc_link_id: String, **kwargs) -
         region_details = get_apigateway_store(context=context)
         vpc_link = region_details.vpc_links.get(vpc_link_id)
         if vpc_link is None:
-            raise NotFoundException(f'VPC link ID "{vpc_link_id}" not found')
+            raise NotFoundException("Invalid Vpc Link identifier specified")
         result = to_vpc_link_response_json(vpc_link)
         return VpcLink(**result)
 
@@ -1859,7 +1880,7 @@ def update_vpc_link(
         region_details = get_apigateway_store(context=context)
         vpc_link = region_details.vpc_links.get(vpc_link_id)
         if vpc_link is None:
-            raise NotFoundException(f'VPC link ID "{vpc_link_id}" not found')
+            raise NotFoundException("Invalid Vpc Link identifier specified")
         result = apply_json_patch_safe(vpc_link, patch_operations)
         result = to_vpc_link_response_json(result)
         return VpcLink(**result)
@@ -1868,7 +1889,7 @@ def delete_vpc_link(self, context: RequestContext, vpc_link_id: String, **kwargs
         region_details = get_apigateway_store(context=context)
         vpc_link = region_details.vpc_links.pop(vpc_link_id, None)
         if vpc_link is None:
-            raise NotFoundException(f'VPC link ID "{vpc_link_id}" not found for deletion')
+            raise NotFoundException("Invalid Vpc Link identifier specified")
 
     # request validators
 
diff --git a/tests/aws/services/apigateway/conftest.py b/tests/aws/services/apigateway/conftest.py
index 1063d7b75f372..c541e426e8389 100644
--- a/tests/aws/services/apigateway/conftest.py
+++ b/tests/aws/services/apigateway/conftest.py
@@ -1,4 +1,5 @@
 from itertools import count
+from typing import TYPE_CHECKING
 
 import pytest
 from botocore.config import Config
@@ -19,6 +20,9 @@
 )
 from tests.aws.services.lambda_.test_lambda import TEST_LAMBDA_PYTHON_ECHO_STATUS_CODE
 
+if TYPE_CHECKING:
+    from mypy_boto3_ec2.type_defs import VpcTypeDef
+
 # default name used for created REST API stages
 DEFAULT_STAGE_NAME = "dev"
 
@@ -297,3 +301,12 @@ def transform_response(response: dict) -> dict:
         return response
 
     return transform_response
+
+
+@pytest.fixture
+def default_vpc(aws_client) -> "VpcTypeDef":
+    vpcs = aws_client.ec2.describe_vpcs()
+    for vpc in vpcs["Vpcs"]:
+        if vpc.get("IsDefault"):
+            return vpc
+    raise Exception("Default VPC not found")
diff --git a/tests/aws/services/apigateway/test_apigateway_api.py b/tests/aws/services/apigateway/test_apigateway_api.py
index 4f568703fcc10..b780af1d44ad9 100644
--- a/tests/aws/services/apigateway/test_apigateway_api.py
+++ b/tests/aws/services/apigateway/test_apigateway_api.py
@@ -3,6 +3,7 @@
 import os.path
 import time
 from operator import itemgetter
+from typing import TYPE_CHECKING, Unpack
 
 import pytest
 from botocore.config import Config
@@ -10,6 +11,7 @@
 from localstack_snapshot.snapshots.transformer import SortingTransformer
 
 from localstack.aws.api.apigateway import PutMode
+from localstack.aws.connect import ServiceLevelClientFactory
 from localstack.testing.aws.util import is_aws_cloud
 from localstack.testing.pytest import markers
 from localstack.utils.files import load_file
@@ -24,6 +26,10 @@
 )
 from tests.aws.services.apigateway.conftest import is_next_gen_api
 
+if TYPE_CHECKING:
+    from mypy_boto3_apigateway.type_defs import CreateVpcLinkRequestTypeDef, VpcLinkResponseTypeDef
+
+
 LOG = logging.getLogger(__name__)
 
 THIS_DIR = os.path.dirname(os.path.abspath(__file__))
@@ -98,6 +104,28 @@ def _factory(*args, **kwargs):
         delete_rest_api_retry(apigateway_client, rest_api_id)
 
 
+@pytest.fixture
+def apigw_create_vpc_link(aws_client):
+    vpc_links: list[tuple[ServiceLevelClientFactory, str]] = []
+
+    def _create_vpc_link(
+        client: ServiceLevelClientFactory | None = None,
+        **kwargs: Unpack["CreateVpcLinkRequestTypeDef"],
+    ) -> "VpcLinkResponseTypeDef":
+        client = client or aws_client
+        vpc_link = client.apigateway.create_vpc_link(**kwargs)
+        vpc_links.append((client, vpc_link["id"]))
+        return vpc_link
+
+    yield _create_vpc_link
+
+    for _client, vpc_link_id in vpc_links:
+        try:
+            _client.apigateway.delete_vpc_link(vpcLinkId=vpc_link_id)
+        except ClientError as e:
+            LOG.error("Error deleting VPC link: %s", e)
+
+
 class TestApiGatewayApiRestApi:
     @markers.aws.validated
     def test_list_and_delete_apis(self, apigw_create_rest_api, snapshot, aws_client):
@@ -2652,6 +2680,135 @@ def test_update_gateway_response(
             )
 
 
+class TestApiGatewayVpcLink:
+    @markers.aws.validated
+    @markers.snapshot.skip_snapshot_verify(paths=["$.update_vpc_link.tags", "$.get_vpc_link.tags"])
+    def test_vpc_link_lifecycle(
+        self,
+        aws_client,
+        snapshot,
+        cleanups,
+        default_vpc,
+        region_name,
+        apigw_create_vpc_link,
+        account_id,
+    ):
+        snapshot.add_transformer(snapshot.transform.key_value("nlb-arn"))
+
+        retries = 240 if is_aws_cloud() else 3
+        sleep = 3 if is_aws_cloud() else 1
+
+        if is_aws_cloud():
+            vpc_id = default_vpc["VpcId"]
+            subnets = aws_client.ec2.describe_subnets(
+                Filters=[{"Name": "vpc-id", "Values": [vpc_id]}]
+            )["Subnets"]
+            # require at least 2 subnets for the NLB
+            assert len(subnets) >= 2
+            nlb = aws_client.elbv2.create_load_balancer(
+                Name=f"nlb-{short_uid()}",
+                Type="network",
+                Subnets=[subnets[0]["SubnetId"], subnets[1]["SubnetId"]],
+            )["LoadBalancers"][0]
+            nlb_arn = nlb["LoadBalancerArn"]
+            cleanups.append(lambda: aws_client.elbv2.delete_load_balancer(LoadBalancerArn=nlb_arn))
+            waiter = aws_client.elbv2.get_waiter("load_balancer_available")
+            waiter.wait(
+                LoadBalancerArns=[nlb_arn], WaiterConfig={"Delay": sleep, "MaxAttempts": retries}
+            )
+        else:
+            # ElbV2 is not available in community, so we just use a dummy arn
+            nlb_arn = f"arn:aws:elasticloadbalancing:{region_name}:{account_id}:loadbalancer/net/my-load-balancer/50dc6c495c0c9188"
+
+        snapshot.match("nlb-arn", nlb_arn)
+
+        # create vpc link
+        vpc_link_name = f"test-vpc-link-{short_uid()}"
+        create_vpc_link_response = apigw_create_vpc_link(name=vpc_link_name, targetArns=[nlb_arn])
+        snapshot.match("create_vpc_link", create_vpc_link_response)
+        vpc_link_id = create_vpc_link_response["id"]
+
+        # get vpc link
+        # AWS needs some time to make the VPC link available
+        def _wait_for_vpc_link_available():
+            get_vpc_link_response = aws_client.apigateway.get_vpc_link(vpcLinkId=vpc_link_id)
+            assert get_vpc_link_response["status"] == "AVAILABLE"
+            return get_vpc_link_response
+
+        vpc_link_response = retry(_wait_for_vpc_link_available, retries=retries, sleep=sleep)
+        snapshot.match("get_vpc_link", vpc_link_response)
+
+        # get vpc links
+        get_vpc_links_response = aws_client.apigateway.get_vpc_links()
+        # for the snapshot to be stable, we need to filter for the VPC link we created
+        get_vpc_links_response["items"] = [
+            item for item in get_vpc_links_response["items"] if item["id"] == vpc_link_id
+        ]
+        snapshot.match("get_vpc_links", get_vpc_links_response)
+
+        # update vpc link
+        patch_operations = [
+            {"op": "replace", "path": "/name", "value": f"{vpc_link_name}-updated"},
+        ]
+        update_vpc_link_response = aws_client.apigateway.update_vpc_link(
+            vpcLinkId=vpc_link_id, patchOperations=patch_operations
+        )
+        snapshot.match("update_vpc_link", update_vpc_link_response)
+
+        delete_response = aws_client.apigateway.delete_vpc_link(vpcLinkId=vpc_link_id)
+        snapshot.match("delete_vpc_link", delete_response)
+
+        def _wait_for_deleted():
+            try:
+                vpc_link = aws_client.apigateway.get_vpc_link(vpcLinkId=vpc_link_id)
+                # this assertion shouldn't happen, but this will ensure failure if the vpc link is still being deleted
+                assert vpc_link["status"] == "DELETED"
+            except aws_client.apigateway.exceptions.NotFoundException:
+                pass
+
+        # waiting for delete, as it takes a long time and would prevent NLB deletion
+        retry(_wait_for_deleted, retries=retries, sleep=sleep)
+
+    @markers.aws.validated
+    def test_create_vpc_link_invalid_parameters(self, aws_client, snapshot):
+        with pytest.raises(ClientError) as e:
+            aws_client.apigateway.create_vpc_link(
+                name=f"test-vpc-link-{short_uid()}",
+                targetArns=["invalid-arn"],
+            )
+        snapshot.match("create_vpc_link_invalid_target_arn", e.value.response)
+
+        with pytest.raises(ClientError) as e:
+            aws_client.apigateway.create_vpc_link(
+                name="",
+                targetArns=[],
+            )
+        snapshot.match("create_vpc_link_empty_name", e.value.response)
+
+    @markers.aws.validated
+    def test_get_vpc_link_invalid_id(self, aws_client, snapshot):
+        with pytest.raises(ClientError) as e:
+            aws_client.apigateway.get_vpc_link(vpcLinkId="invalid-id")
+        snapshot.match("get_vpc_link_invalid_id", e.value.response)
+
+    @markers.aws.validated
+    def test_delete_vpc_link_invalid_id(self, aws_client, snapshot):
+        with pytest.raises(ClientError) as e:
+            aws_client.apigateway.delete_vpc_link(vpcLinkId="invalid-id")
+        snapshot.match("delete_vpc_link_invalid_id", e.value.response)
+
+    @markers.aws.validated
+    def test_update_vpc_link_invalid_id(self, aws_client, snapshot):
+        patch_operations = [
+            {"op": "replace", "path": "/name", "value": "new-name"},
+        ]
+        with pytest.raises(ClientError) as e:
+            aws_client.apigateway.update_vpc_link(
+                vpcLinkId="invalid-id", patchOperations=patch_operations
+            )
+        snapshot.match("update_vpc_link_invalid_id", e.value.response)
+
+
 class TestApigatewayTestInvoke:
     @markers.aws.validated
     def test_invoke_test_method(
diff --git a/tests/aws/services/apigateway/test_apigateway_api.snapshot.json b/tests/aws/services/apigateway/test_apigateway_api.snapshot.json
index f84148cebbc78..e02992d88e05f 100644
--- a/tests/aws/services/apigateway/test_apigateway_api.snapshot.json
+++ b/tests/aws/services/apigateway/test_apigateway_api.snapshot.json
@@ -5049,5 +5049,149 @@
         }
       }
     }
+  },
+  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayVpcLink::test_vpc_link_lifecycle": {
+    "recorded-date": "15-12-2025, 08:04:55",
+    "recorded-content": {
+      "nlb-arn": "<nlb-arn:1>",
+      "create_vpc_link": {
+        "id": "<id:1>",
+        "name": "<name:1>",
+        "status": "PENDING",
+        "targetArns": [
+          "<nlb-arn:1>"
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 202
+        }
+      },
+      "get_vpc_link": {
+        "id": "<id:1>",
+        "name": "<name:1>",
+        "status": "AVAILABLE",
+        "statusMessage": "Your vpc link is ready for use",
+        "tags": {},
+        "targetArns": [
+          "<nlb-arn:1>"
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "get_vpc_links": {
+        "items": [
+          {
+            "id": "<id:1>",
+            "name": "<name:1>",
+            "status": "AVAILABLE",
+            "statusMessage": "Your vpc link is ready for use",
+            "targetArns": [
+              "<nlb-arn:1>"
+            ]
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "update_vpc_link": {
+        "id": "<id:1>",
+        "name": "<name:1>-updated",
+        "status": "AVAILABLE",
+        "statusMessage": "Your vpc link is ready for use",
+        "tags": {},
+        "targetArns": [
+          "<nlb-arn:1>"
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "delete_vpc_link": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 202
+        }
+      }
+    }
+  },
+  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayVpcLink::test_create_vpc_link_invalid_parameters": {
+    "recorded-date": "15-12-2025, 04:55:32",
+    "recorded-content": {
+      "create_vpc_link_invalid_target_arn": {
+        "Error": {
+          "Code": "BadRequestException",
+          "Message": "Invalid ARN. ARN is not well formed invalid-arn"
+        },
+        "message": "Invalid ARN. ARN is not well formed invalid-arn",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "create_vpc_link_empty_name": {
+        "Error": {
+          "Code": "BadRequestException",
+          "Message": "Name cannot be empty"
+        },
+        "message": "Name cannot be empty",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayVpcLink::test_get_vpc_link_invalid_id": {
+    "recorded-date": "15-12-2025, 04:55:32",
+    "recorded-content": {
+      "get_vpc_link_invalid_id": {
+        "Error": {
+          "Code": "NotFoundException",
+          "Message": "Invalid Vpc Link identifier specified"
+        },
+        "message": "Invalid Vpc Link identifier specified",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 404
+        }
+      }
+    }
+  },
+  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayVpcLink::test_delete_vpc_link_invalid_id": {
+    "recorded-date": "15-12-2025, 04:55:32",
+    "recorded-content": {
+      "delete_vpc_link_invalid_id": {
+        "Error": {
+          "Code": "NotFoundException",
+          "Message": "Invalid Vpc Link identifier specified"
+        },
+        "message": "Invalid Vpc Link identifier specified",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 404
+        }
+      }
+    }
+  },
+  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayVpcLink::test_update_vpc_link_invalid_id": {
+    "recorded-date": "15-12-2025, 04:55:32",
+    "recorded-content": {
+      "update_vpc_link_invalid_id": {
+        "Error": {
+          "Code": "NotFoundException",
+          "Message": "Invalid Vpc Link identifier specified"
+        },
+        "message": "Invalid Vpc Link identifier specified",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 404
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/apigateway/test_apigateway_api.validation.json b/tests/aws/services/apigateway/test_apigateway_api.validation.json
index a143bcbb53d41..c5fc7c20d3ecd 100644
--- a/tests/aws/services/apigateway/test_apigateway_api.validation.json
+++ b/tests/aws/services/apigateway/test_apigateway_api.validation.json
@@ -254,6 +254,51 @@
   "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayGatewayResponse::test_update_gateway_response": {
     "last_validated_date": "2024-04-15T20:47:11+00:00"
   },
+  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayVpcLink::test_create_vpc_link_invalid_parameters": {
+    "last_validated_date": "2025-12-15T04:55:32+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.21,
+      "teardown": 0.0,
+      "total": 0.21
+    }
+  },
+  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayVpcLink::test_delete_vpc_link_invalid_id": {
+    "last_validated_date": "2025-12-15T04:55:32+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.1,
+      "teardown": 0.0,
+      "total": 0.1
+    }
+  },
+  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayVpcLink::test_get_vpc_link_invalid_id": {
+    "last_validated_date": "2025-12-15T04:55:32+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.1,
+      "teardown": 0.0,
+      "total": 0.1
+    }
+  },
+  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayVpcLink::test_update_vpc_link_invalid_id": {
+    "last_validated_date": "2025-12-15T04:55:32+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.1,
+      "teardown": 0.02,
+      "total": 0.12
+    }
+  },
+  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayVpcLink::test_vpc_link_lifecycle": {
+    "last_validated_date": "2025-12-15T08:04:55+00:00",
+    "durations_in_seconds": {
+      "setup": 1.52,
+      "call": 548.36,
+      "teardown": 0.56,
+      "total": 550.44
+    }
+  },
   "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_create_integration_with_vpc_link": {
     "last_validated_date": "2025-10-08T09:05:56+00:00",
     "durations_in_seconds": {
diff --git a/tests/aws/services/apigateway/test_apigateway_integrations.py b/tests/aws/services/apigateway/test_apigateway_integrations.py
index 40ea1a556f53e..34cd6d15fac8a 100644
--- a/tests/aws/services/apigateway/test_apigateway_integrations.py
+++ b/tests/aws/services/apigateway/test_apigateway_integrations.py
@@ -887,15 +887,6 @@ def invoke_api(url) -> requests.Response:
     )
 
 
-@pytest.fixture
-def default_vpc(aws_client):
-    vpcs = aws_client.ec2.describe_vpcs()
-    for vpc in vpcs["Vpcs"]:
-        if vpc.get("IsDefault"):
-            return vpc
-    raise Exception("Default VPC not found")
-
-
 @pytest.fixture
 def create_vpc_endpoint(default_vpc, aws_client):
     endpoints = []

From 14d1ccbce05187d076a5219bf76030590b96a910 Mon Sep 17 00:00:00 2001
From: Anastasia Dusak <61540676+k-a-il@users.noreply.github.com>
Date: Wed, 17 Dec 2025 10:47:42 +0100
Subject: [PATCH 480/697] CI: Skip failing DNS unit test (#13536)

---
 tests/integration/dns/test_dns_server.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/tests/integration/dns/test_dns_server.py b/tests/integration/dns/test_dns_server.py
index 6c1dcbffdc81d..479d4aefe5f09 100644
--- a/tests/integration/dns/test_dns_server.py
+++ b/tests/integration/dns/test_dns_server.py
@@ -184,6 +184,7 @@ def test_dns_server_soa_record_suffix_matching(self, dns_server, query_dns):
         assert "something.org." in answer.to_text()
         assert "noc.something.org." in answer.to_text()
 
+    @pytest.mark.skip(reason="failing as of 2025-12-17")
     def test_dns_server_subdomain_of_route(self, dns_server, query_dns):
         """Test querying a subdomain of a record entry without a wildcard"""
         # add ipv4 host

From 9d08473c1b0afa95d135e4bc7c6eea0589ae8242 Mon Sep 17 00:00:00 2001
From: Bernhard Matyas <90144234+baermat@users.noreply.github.com>
Date: Wed, 17 Dec 2025 17:31:06 +0100
Subject: [PATCH 481/697] Sns: v2 data protection operations (#13525)

---
 .../localstack/services/sns/v2/models.py      |   1 +
 .../localstack/services/sns/v2/provider.py    |  45 +++++
 tests/aws/services/sns/test_sns.py            |  78 ++++++---
 tests/aws/services/sns/test_sns.snapshot.json | 161 +++++++++++++++++-
 .../aws/services/sns/test_sns.validation.json |  25 ++-
 5 files changed, 284 insertions(+), 26 deletions(-)

diff --git a/localstack-core/localstack/services/sns/v2/models.py b/localstack-core/localstack/services/sns/v2/models.py
index 0c703c08b194d..2096e4eb4ee8f 100644
--- a/localstack-core/localstack/services/sns/v2/models.py
+++ b/localstack-core/localstack/services/sns/v2/models.py
@@ -29,6 +29,7 @@ class Topic(TypedDict, total=True):
     arn: str
     name: str
     attributes: TopicAttributesMap
+    data_protection_policy: str
     subscriptions: list[str]
 
 
diff --git a/localstack-core/localstack/services/sns/v2/provider.py b/localstack-core/localstack/services/sns/v2/provider.py
index 78fcc757dffc9..9cdf2db6bc2e0 100644
--- a/localstack-core/localstack/services/sns/v2/provider.py
+++ b/localstack-core/localstack/services/sns/v2/provider.py
@@ -21,6 +21,7 @@
     DelegatesList,
     Endpoint,
     EndpointDisabledException,
+    GetDataProtectionPolicyResponse,
     GetEndpointAttributesResponse,
     GetPlatformApplicationAttributesResponse,
     GetSMSAttributesResponse,
@@ -214,6 +215,8 @@ def create_topic(
             if not name_match:
                 raise InvalidParameterException("Invalid parameter: Topic Name")
 
+        attributes["EffectiveDeliveryPolicy"] = _create_default_effective_delivery_policy()
+
         topic = _create_topic(name=name, attributes=attributes, context=context)
         if tags:
             self.tag_resource(context=context, resource_arn=topic_arn, tags=tags)
@@ -1173,6 +1176,28 @@ def remove_permission(
         policy["Statement"] = statements
         topic["attributes"]["Policy"] = json.dumps(policy)
 
+    #
+    # Data Protection Policy operations
+    #
+
+    def get_data_protection_policy(
+        self, context: RequestContext, resource_arn: topicARN, **kwargs
+    ) -> GetDataProtectionPolicyResponse:
+        topic = self._get_topic(resource_arn, context)
+        return GetDataProtectionPolicyResponse(
+            DataProtectionPolicy=topic.get("data_protection_policy")
+        )
+
+    def put_data_protection_policy(
+        self,
+        context: RequestContext,
+        resource_arn: topicARN,
+        data_protection_policy: attributeValue,
+        **kwargs,
+    ) -> None:
+        topic = self._get_topic(resource_arn, context)
+        topic["data_protection_policy"] = data_protection_policy
+
     def list_tags_for_resource(
         self, context: RequestContext, resource_arn: AmazonResourceName, **kwargs
     ) -> ListTagsForResourceResponse:
@@ -1270,6 +1295,26 @@ def _default_attributes(topic: Topic, context: RequestContext) -> TopicAttribute
     return default_attributes
 
 
+def _create_default_effective_delivery_policy():
+    return json.dumps(
+        {
+            "http": {
+                "defaultHealthyRetryPolicy": {
+                    "minDelayTarget": 20,
+                    "maxDelayTarget": 20,
+                    "numRetries": 3,
+                    "numMaxDelayRetries": 0,
+                    "numNoDelayRetries": 0,
+                    "numMinDelayRetries": 0,
+                    "backoffFunction": "linear",
+                },
+                "disableSubscriptionOverrides": False,
+                "defaultRequestPolicy": {"headerContentType": "text/plain; charset=UTF-8"},
+            }
+        }
+    )
+
+
 def _create_default_topic_policy(topic: Topic, context: RequestContext) -> str:
     return json.dumps(
         {
diff --git a/tests/aws/services/sns/test_sns.py b/tests/aws/services/sns/test_sns.py
index 685b015d206b5..d050c65df04b5 100644
--- a/tests/aws/services/sns/test_sns.py
+++ b/tests/aws/services/sns/test_sns.py
@@ -145,7 +145,8 @@ class TestSNSTopicCrud:
         paths=[
             "$.get-topic-attrs.Attributes.DeliveryPolicy",  # TODO: remove this with the v2 provider switch
             "$.get-topic-attrs.Attributes.EffectiveDeliveryPolicy",
-        ]
+        ],
+        condition=is_sns_v1_provider,
     )
     def test_create_topic_with_attributes(self, sns_create_topic, snapshot, aws_client):
         create_topic = sns_create_topic(
@@ -215,7 +216,8 @@ def test_tags(self, sns_create_topic, snapshot, aws_client):
         paths=[
             "$.get-topic-attrs.Attributes.DeliveryPolicy",  # TODO: remove this with the v2 provider switch
             "$.get-topic-attrs.Attributes.EffectiveDeliveryPolicy",
-        ]
+        ],
+        condition=is_sns_v1_provider,
     )
     def test_create_topic_test_arn(self, sns_create_topic, snapshot, aws_client, account_id):
         topic_name = "topic-test-create"
@@ -379,16 +381,12 @@ def test_delete_non_existent_topic(self, snapshot, aws_client, account_id, regio
         snapshot.match("delete-non-existent-topic", response)
 
     @markers.aws.validated
-    @markers.snapshot.skip_snapshot_verify(
-        paths=[
-            "$..Attributes.EffectiveDeliveryPolicy",
-        ]
-    )
     @markers.snapshot.skip_snapshot_verify(
         # skipped only for v1
         condition=is_sns_v1_provider,
         paths=[
             "$..Attributes.DeliveryPolicy",
+            "$..Attributes.EffectiveDeliveryPolicy",
         ],
     )
     def test_create_topic_should_be_idempotent(self, snapshot, sns_create_topic, aws_client):
@@ -435,16 +433,12 @@ def test_create_topic_name_constraints(self, snapshot, sns_create_topic):
             snapshot.match(f"name-invalid-char-{index}", e.value.response)
 
     @markers.aws.validated
-    @markers.snapshot.skip_snapshot_verify(
-        paths=[
-            "$..Attributes.EffectiveDeliveryPolicy",
-        ]
-    )
     @markers.snapshot.skip_snapshot_verify(
         # skipped only for v1
         condition=is_sns_v1_provider,
         paths=[
             "$..Attributes.DeliveryPolicy",
+            "$..Attributes.EffectiveDeliveryPolicy",
         ],
     )
     def test_create_topic_in_multiple_regions(
@@ -497,11 +491,6 @@ def test_list_topic_paging(self, aws_client, sns_create_topic):
 
     @pytest.mark.skipif(is_sns_v1_provider(), reason="not covered in v1")
     @markers.aws.validated
-    @markers.snapshot.skip_snapshot_verify(
-        paths=[
-            "$..Attributes.EffectiveDeliveryPolicy",
-        ]
-    )
     def test_topic_get_attributes_with_fifo_false(self, sns_create_topic, aws_client, snapshot):
         resp = sns_create_topic(
             Name=f"standard-topic-{short_uid()}", Attributes={"FifoTopic": "false"}
@@ -618,6 +607,44 @@ def test_remove_permission_errors(self, snapshot, aws_client, account_id):
 
         snapshot.match("topic-not-found", e.value.response)
 
+    @markers.aws.validated
+    @pytest.mark.skipif(condition=is_sns_v1_provider(), reason="Not implemented in moto")
+    def test_data_protection_policy_crud(self, snapshot, aws_client):
+        topic_name = f"topic-{short_uid()}"
+        topic_arn = aws_client.sns.create_topic(Name=topic_name)["TopicArn"]
+
+        policy_doc = {
+            "Name": "data_protection_policy",
+            "Description": "Test Policy",
+            "Version": "2021-06-01",
+            "Statement": [
+                {
+                    "Sid": "test-statement",
+                    "DataDirection": "Inbound",
+                    "Principal": ["*"],
+                    "DataIdentifier": [
+                        "arn:aws:dataprotection:us-east-1::data-identifier/EmailAddress"
+                    ],
+                    "Operation": {"Deny": {}},
+                }
+            ],
+        }
+
+        response = aws_client.sns.get_topic_attributes(TopicArn=topic_arn)
+        snapshot.match("get-topic-attributes-before-policy", response)
+
+        response = aws_client.sns.put_data_protection_policy(
+            ResourceArn=topic_arn, DataProtectionPolicy=json.dumps(policy_doc)
+        )
+        snapshot.match("put-data-protection-policy", response)
+
+        response = aws_client.sns.get_data_protection_policy(ResourceArn=topic_arn)
+        snapshot.match("get-data-protection-policy", response)
+
+        # check if policy shows up in the attributes
+        response = aws_client.sns.get_topic_attributes(TopicArn=topic_arn)
+        snapshot.match("get-topic-attributes-after-policy", response)
+
 
 class TestSNSPublishCrud:
     """
@@ -3158,7 +3185,8 @@ def test_validations_for_fifo(
             "$.topic-attrs.Attributes.DeliveryPolicy",
             "$.topic-attrs.Attributes.EffectiveDeliveryPolicy",
             "$.topic-attrs.Attributes.Policy.Statement..Action",  # SNS:Receive is added by moto but not returned in AWS
-        ]
+        ],
+        condition=is_sns_v1_provider,
     )
     @pytest.mark.parametrize("raw_message_delivery", [True, False])
     def test_publish_fifo_messages_to_dlq(
@@ -3315,14 +3343,19 @@ def get_messages_from_dlq(amount_msg: int):
         snapshot.match("messages-in-dlq", {"Messages": messages})
 
     @markers.aws.validated
+    @markers.snapshot.skip_snapshot_verify(
+        paths=[
+            "$.republish-batch-response-fifo.Successful..MessageId",  # TODO: SNS doesnt keep track of duplicate
+            "$.republish-batch-response-fifo.Successful..SequenceNumber",  # TODO: SNS doesnt keep track of duplicate
+        ],
+    )
     @markers.snapshot.skip_snapshot_verify(
         paths=[
             "$.topic-attrs.Attributes.DeliveryPolicy",
             "$.topic-attrs.Attributes.EffectiveDeliveryPolicy",
             "$.topic-attrs.Attributes.Policy.Statement..Action",  # SNS:Receive is added by moto but not returned in AWS
-            "$.republish-batch-response-fifo.Successful..MessageId",  # TODO: SNS doesnt keep track of duplicate
-            "$.republish-batch-response-fifo.Successful..SequenceNumber",  # TODO: SNS doesnt keep track of duplicate
-        ]
+        ],
+        condition=is_sns_v1_provider,
     )
     @pytest.mark.parametrize("content_based_deduplication", [True, False])
     def test_publish_batch_messages_from_fifo_topic_to_fifo_queue(
@@ -6006,7 +6039,8 @@ class TestSNSPublishDelivery:
             "$..Attributes.DeliveryPolicy",
             "$..Attributes.EffectiveDeliveryPolicy",
             "$..Attributes.Policy.Statement..Action",  # SNS:Receive is added by moto but not returned in AWS
-        ]
+        ],
+        condition=is_sns_v1_provider,
     )
     @skip_if_sns_v2
     def test_delivery_lambda(
diff --git a/tests/aws/services/sns/test_sns.snapshot.json b/tests/aws/services/sns/test_sns.snapshot.json
index c205b9e9d052b..4b74b56e48b9c 100644
--- a/tests/aws/services/sns/test_sns.snapshot.json
+++ b/tests/aws/services/sns/test_sns.snapshot.json
@@ -2764,7 +2764,7 @@
     }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionSQSFifo::test_publish_batch_messages_from_fifo_topic_to_fifo_queue[True]": {
-    "recorded-date": "07-12-2023, 10:10:22",
+    "recorded-date": "17-12-2025, 13:21:07",
     "recorded-content": {
       "topic-attrs": {
         "Attributes": {
@@ -2969,7 +2969,7 @@
     }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionSQSFifo::test_publish_batch_messages_from_fifo_topic_to_fifo_queue[False]": {
-    "recorded-date": "07-12-2023, 10:10:29",
+    "recorded-date": "17-12-2025, 13:21:15",
     "recorded-content": {
       "topic-attrs": {
         "Attributes": {
@@ -7028,5 +7028,162 @@
         }
       }
     }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSTopicCrudV2::test_data_protection_policy_crud": {
+    "recorded-date": "17-12-2025, 13:06:58",
+    "recorded-content": {
+      "get-topic-attributes-before-policy": {
+        "Attributes": {
+          "DisplayName": "",
+          "EffectiveDeliveryPolicy": {
+            "http": {
+              "defaultHealthyRetryPolicy": {
+                "minDelayTarget": 20,
+                "maxDelayTarget": 20,
+                "numRetries": 3,
+                "numMaxDelayRetries": 0,
+                "numNoDelayRetries": 0,
+                "numMinDelayRetries": 0,
+                "backoffFunction": "linear"
+              },
+              "disableSubscriptionOverrides": false,
+              "defaultRequestPolicy": {
+                "headerContentType": "text/plain; charset=UTF-8"
+              }
+            }
+          },
+          "Owner": "111111111111",
+          "Policy": {
+            "Version": "2008-10-17",
+            "Id": "__default_policy_ID",
+            "Statement": [
+              {
+                "Sid": "__default_statement_ID",
+                "Effect": "Allow",
+                "Principal": {
+                  "AWS": "*"
+                },
+                "Action": [
+                  "SNS:GetTopicAttributes",
+                  "SNS:SetTopicAttributes",
+                  "SNS:AddPermission",
+                  "SNS:RemovePermission",
+                  "SNS:DeleteTopic",
+                  "SNS:Subscribe",
+                  "SNS:ListSubscriptionsByTopic",
+                  "SNS:Publish"
+                ],
+                "Resource": "arn:<partition>:sns:<region>:111111111111:<resource:1>",
+                "Condition": {
+                  "StringEquals": {
+                    "AWS:SourceOwner": "111111111111"
+                  }
+                }
+              }
+            ]
+          },
+          "SubscriptionsConfirmed": "0",
+          "SubscriptionsDeleted": "0",
+          "SubscriptionsPending": "0",
+          "TopicArn": "arn:<partition>:sns:<region>:111111111111:<resource:1>"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "put-data-protection-policy": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "get-data-protection-policy": {
+        "DataProtectionPolicy": {
+          "Name": "data_protection_policy",
+          "Description": "Test Policy",
+          "Version": "2021-06-01",
+          "Statement": [
+            {
+              "Sid": "test-statement",
+              "DataDirection": "Inbound",
+              "Principal": [
+                "*"
+              ],
+              "DataIdentifier": [
+                "arn:<partition>:dataprotection:<region>::data-identifier/EmailAddress"
+              ],
+              "Operation": {
+                "Deny": {}
+              }
+            }
+          ]
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "get-topic-attributes-after-policy": {
+        "Attributes": {
+          "DisplayName": "",
+          "EffectiveDeliveryPolicy": {
+            "http": {
+              "defaultHealthyRetryPolicy": {
+                "minDelayTarget": 20,
+                "maxDelayTarget": 20,
+                "numRetries": 3,
+                "numMaxDelayRetries": 0,
+                "numNoDelayRetries": 0,
+                "numMinDelayRetries": 0,
+                "backoffFunction": "linear"
+              },
+              "disableSubscriptionOverrides": false,
+              "defaultRequestPolicy": {
+                "headerContentType": "text/plain; charset=UTF-8"
+              }
+            }
+          },
+          "Owner": "111111111111",
+          "Policy": {
+            "Version": "2008-10-17",
+            "Id": "__default_policy_ID",
+            "Statement": [
+              {
+                "Sid": "__default_statement_ID",
+                "Effect": "Allow",
+                "Principal": {
+                  "AWS": "*"
+                },
+                "Action": [
+                  "SNS:GetTopicAttributes",
+                  "SNS:SetTopicAttributes",
+                  "SNS:AddPermission",
+                  "SNS:RemovePermission",
+                  "SNS:DeleteTopic",
+                  "SNS:Subscribe",
+                  "SNS:ListSubscriptionsByTopic",
+                  "SNS:Publish"
+                ],
+                "Resource": "arn:<partition>:sns:<region>:111111111111:<resource:1>",
+                "Condition": {
+                  "StringEquals": {
+                    "AWS:SourceOwner": "111111111111"
+                  }
+                }
+              }
+            ]
+          },
+          "SubscriptionsConfirmed": "0",
+          "SubscriptionsDeleted": "0",
+          "SubscriptionsPending": "0",
+          "TopicArn": "arn:<partition>:sns:<region>:111111111111:<resource:1>"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/sns/test_sns.validation.json b/tests/aws/services/sns/test_sns.validation.json
index 410bf85f515d4..850c8e9deb211 100644
--- a/tests/aws/services/sns/test_sns.validation.json
+++ b/tests/aws/services/sns/test_sns.validation.json
@@ -1197,10 +1197,22 @@
     "last_validated_date": "2025-02-19T01:29:14+00:00"
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionSQSFifo::test_publish_batch_messages_from_fifo_topic_to_fifo_queue[False]": {
-    "last_validated_date": "2023-11-09T20:10:33+00:00"
+    "last_validated_date": "2025-12-17T14:14:22+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 7.37,
+      "teardown": 0.92,
+      "total": 8.29
+    }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionSQSFifo::test_publish_batch_messages_from_fifo_topic_to_fifo_queue[True]": {
-    "last_validated_date": "2023-11-09T20:10:27+00:00"
+    "last_validated_date": "2025-12-17T14:14:14+00:00",
+    "durations_in_seconds": {
+      "setup": 0.93,
+      "call": 8.94,
+      "teardown": 0.91,
+      "total": 10.78
+    }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionSQSFifo::test_publish_fifo_messages_to_dlq[False]": {
     "last_validated_date": "2025-11-24T12:29:56+00:00",
@@ -1340,6 +1352,15 @@
       "total": 3.5
     }
   },
+  "tests/aws/services/sns/test_sns.py::TestSNSTopicCrudV2::test_data_protection_policy_crud": {
+    "last_validated_date": "2025-12-17T13:06:58+00:00",
+    "durations_in_seconds": {
+      "setup": 1.14,
+      "call": 2.36,
+      "teardown": 0.02,
+      "total": 3.52
+    }
+  },
   "tests/aws/services/sns/test_sns.py::TestSNSTopicCrudV2::test_delete_non_existent_topic": {
     "last_validated_date": "2025-09-29T10:10:56+00:00",
     "durations_in_seconds": {

From 033f4493bf85576c7bab7df3a0d795f9ce6eb6ee Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Wed, 17 Dec 2025 17:57:09 +0100
Subject: [PATCH 482/697] Fix RPC v2 CBOR timestamp parsing for float (#13541)

---
 .../localstack/aws/protocol/parser.py         |  7 +++-
 .../localstack/aws/spec-patches.json          | 38 -------------------
 .../services/cloudwatch/provider_v2.py        |  2 +-
 .../services/cloudwatch/test_cloudwatch.py    | 31 +++++++++++++++
 .../test_cloudwatch.validation.json           | 28 +++++++-------
 tests/aws/services/cloudwatch/utils.py        |  8 ++--
 tests/unit/aws/protocol/test_parser.py        | 19 +++++++++-
 7 files changed, 75 insertions(+), 58 deletions(-)

diff --git a/localstack-core/localstack/aws/protocol/parser.py b/localstack-core/localstack/aws/protocol/parser.py
index 636bc15d7a531..6bbd7d0edcc8d 100644
--- a/localstack-core/localstack/aws/protocol/parser.py
+++ b/localstack-core/localstack/aws/protocol/parser.py
@@ -1124,8 +1124,13 @@ def _parse_type_tag(self, stream: io.BufferedReader, additional_info: int):
             raise ProtocolParserError(f"Found CBOR tag not supported by botocore: {tag}")
 
     def _parse_type_datetime(self, value: int | float) -> datetime.datetime:
+        # CBOR overrides any timestamp format defined in the spec:
+        # https://smithy.io/2.0/additional-specs/protocols/smithy-rpc-v2.html#timestamp-type-serialization
+        # > This protocol uses epoch-seconds, also known as Unix timestamps, with millisecond (1/1000th of a second)
+        # > resolution. The timestampFormat MUST NOT be respected to customize timestamp serialization.
         if isinstance(value, (int, float)):
-            return self._convert_str_to_timestamp(str(value))
+            milli_precision_ts = int(value * 1000) / 1000
+            return datetime.datetime.fromtimestamp(milli_precision_ts, tz=datetime.UTC)
         else:
             raise ProtocolParserError(f"Unable to parse datetime value: {value}")
 
diff --git a/localstack-core/localstack/aws/spec-patches.json b/localstack-core/localstack/aws/spec-patches.json
index 7f46a4b7e7b15..28144dfe783d7 100644
--- a/localstack-core/localstack/aws/spec-patches.json
+++ b/localstack-core/localstack/aws/spec-patches.json
@@ -1372,43 +1372,5 @@
       "path": "/operations/CreateApiMapping/http/responseCode",
       "value": 200
     }
-  ],
-  "cloudwatch/2010-08-01/service-2": [
-    {
-      "op": "add",
-      "path": "/metadata/awsQueryCompatible",
-      "value": {}
-    },
-    {
-      "op": "add",
-      "path": "/metadata/jsonVersion",
-      "value": "1.0"
-    },
-    {
-      "op": "add",
-      "path": "/metadata/targetPrefix",
-      "value": "GraniteServiceVersion20100801"
-    },
-    {
-      "op": "replace",
-      "path": "/metadata/protocol",
-      "value": "smithy-rpc-v2-cbor"
-    },
-    {
-      "op": "replace",
-      "path": "/metadata/protocols",
-      "value": [
-        "smithy-rpc-v2-cbor",
-        "json",
-        "query"
-      ]
-    },
-    {
-      "op": "add",
-      "path": "/shapes/ConflictException/error",
-      "value": {
-        "httpStatusCode": 409
-      }
-    }
   ]
 }
diff --git a/localstack-core/localstack/services/cloudwatch/provider_v2.py b/localstack-core/localstack/services/cloudwatch/provider_v2.py
index 42c5d26b2ae38..cf4a697d85f96 100644
--- a/localstack-core/localstack/services/cloudwatch/provider_v2.py
+++ b/localstack-core/localstack/services/cloudwatch/provider_v2.py
@@ -277,7 +277,7 @@ def get_metric_data(
             # Paginate
             timestamp_value_dicts = [
                 {
-                    "Timestamp": timestamp,
+                    "Timestamp": datetime.datetime.fromtimestamp(timestamp, tz=datetime.UTC),
                     "Value": float(value),
                 }
                 for timestamp, value in zip(timestamps, values, strict=False)
diff --git a/tests/aws/services/cloudwatch/test_cloudwatch.py b/tests/aws/services/cloudwatch/test_cloudwatch.py
index f15dc5ff31b1d..b70a4f1205833 100644
--- a/tests/aws/services/cloudwatch/test_cloudwatch.py
+++ b/tests/aws/services/cloudwatch/test_cloudwatch.py
@@ -1,6 +1,7 @@
 import gzip
 import json
 import logging
+import re
 import threading
 import time
 from datetime import UTC, datetime, timedelta, timezone
@@ -3026,6 +3027,36 @@ def _get_metric_data_sum():
         )
         snapshot.match("get-metric-data", response)
 
+        # we need special assertions for raw timestamp values, based on the protocol:
+        if protocol == "query":
+            timestamp = response["GetMetricDataResponse"]["GetMetricDataResult"][
+                "MetricDataResults"
+            ]["member"][0]["Timestamps"]["member"]
+            assert re.match(r"^\d{4}-\d{2}-\d{2}T\d{2}:\d{2}:\d{2}Z$", timestamp)
+
+        elif protocol == "json":
+            timestamp = response["MetricDataResults"][0]["Timestamps"][0]
+            assert isinstance(timestamp, float)
+            # assert this format: 1765977780.0
+            assert re.match(r"^\d{10}\.0", str(timestamp))
+        else:
+            timestamp = response["MetricDataResults"][0]["Timestamps"][0]
+            assert isinstance(timestamp, datetime)
+            assert timestamp.microsecond == 0
+            assert timestamp.year == now.year
+            assert now.day - 1 <= timestamp.day <= now.day + 1
+
+            # we need to decode more for CBOR, to verify we encode it the same way as AWS (datetime format + proper
+            # underlying format (float)
+            # See https://smithy.io/2.0/additional-specs/protocols/smithy-rpc-v2.html#timestamp-type-serialization
+            # https://datatracker.ietf.org/doc/html/rfc8949.html#section-3.4
+            response_raw = http_client.post_raw(
+                operation="GetMetricData",
+                payload=get_metric_input,
+            )
+            # assert that the timestamp is encoded as a Tag (6 major type) with Double of length 8
+            assert b"Timestamps\x9f\xc1\xfbA" in response_raw.content
+
     @markers.aws.validated
     @pytest.mark.skipif(is_old_provider(), reason="Wrong behavior in v1 in SetAlarmState")
     @pytest.mark.parametrize("protocol", ["json", "smithy-rpc-v2-cbor", "query"])
diff --git a/tests/aws/services/cloudwatch/test_cloudwatch.validation.json b/tests/aws/services/cloudwatch/test_cloudwatch.validation.json
index c4c4a484ed761..50c0fa1bc0fb6 100644
--- a/tests/aws/services/cloudwatch/test_cloudwatch.validation.json
+++ b/tests/aws/services/cloudwatch/test_cloudwatch.validation.json
@@ -1,29 +1,29 @@
 {
   "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudWatchMultiProtocol::test_basic_operations_multiple_protocols[json]": {
-    "last_validated_date": "2025-10-06T14:45:54+00:00",
+    "last_validated_date": "2025-12-17T13:53:06+00:00",
     "durations_in_seconds": {
-      "setup": 0.82,
-      "call": 2.64,
-      "teardown": 0.01,
-      "total": 3.47
+      "setup": 0.56,
+      "call": 3.57,
+      "teardown": 0.0,
+      "total": 4.13
     }
   },
   "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudWatchMultiProtocol::test_basic_operations_multiple_protocols[query]": {
-    "last_validated_date": "2025-10-06T14:45:59+00:00",
+    "last_validated_date": "2025-12-17T13:53:13+00:00",
     "durations_in_seconds": {
-      "setup": 0.01,
-      "call": 2.39,
-      "teardown": 0.02,
-      "total": 2.42
+      "setup": 0.0,
+      "call": 3.0,
+      "teardown": 0.0,
+      "total": 3.0
     }
   },
   "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudWatchMultiProtocol::test_basic_operations_multiple_protocols[smithy-rpc-v2-cbor]": {
-    "last_validated_date": "2025-10-06T14:45:56+00:00",
+    "last_validated_date": "2025-12-17T13:53:10+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 2.4,
-      "teardown": 0.02,
-      "total": 2.42
+      "call": 3.15,
+      "teardown": 0.0,
+      "total": 3.15
     }
   },
   "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudWatchMultiProtocol::test_exception_serializing_with_no_shape_in_spec[json]": {
diff --git a/tests/aws/services/cloudwatch/utils.py b/tests/aws/services/cloudwatch/utils.py
index f735a33c151f4..85af14e89c517 100644
--- a/tests/aws/services/cloudwatch/utils.py
+++ b/tests/aws/services/cloudwatch/utils.py
@@ -5,7 +5,9 @@
 import xmltodict
 from botocore.auth import SigV4Auth
 from botocore.serialize import create_serializer
-from cbor2._decoder import loads as cbor2_loads
+
+# import the unpatched cbor2 on purpose to avoid being polluted by Kinesis-only patches
+from cbor2 import loads as cbor2_loads
 from requests import Response
 
 from localstack import constants
@@ -45,9 +47,9 @@ def _build_headers(self, operation: str, query_mode: bool = False) -> dict: ...
     def _serialize_body(self, body: dict, operation: str) -> str | bytes:
         # here we use the Botocore serializer directly, since it has some complex behavior,
         # and we know CloudWatch supports it by default
-        query_serializer = create_serializer(self.protocol)
+        protocol_serializer = create_serializer(self.protocol)
         operation_model = self.service_model.operation_model(operation)
-        request = query_serializer.serialize_to_request(body, operation_model)
+        request = protocol_serializer.serialize_to_request(body, operation_model)
         return request["body"]
 
     @property
diff --git a/tests/unit/aws/protocol/test_parser.py b/tests/unit/aws/protocol/test_parser.py
index 6564e844baaf8..4b686dc636e8c 100644
--- a/tests/unit/aws/protocol/test_parser.py
+++ b/tests/unit/aws/protocol/test_parser.py
@@ -1452,7 +1452,6 @@ def test_restxml_ignores_get_body():
 def test_smithy_rpc_v2_cbor():
     # we are using a service that LocalStack does not implement yet because it implements `smithy-rpc-v2-cbor`
     # we can replace this service by CloudWatch once it has support in Botocore
-    # TODO: test timestamp parsing
     # example taken from:
     # https://boto3.amazonaws.com/v1/documentation/api/latest/reference/services/arc-region-switch/client/create_plan.html
 
@@ -1525,6 +1524,24 @@ def test_smithy_rpc_v2_cbor():
     )
 
 
+def test_rpc_v2_cbor_timestamp_parsing():
+    # This is a real request from the Java SDK v2
+    # It does not encode Timestamps like Botocore: it encodes them as Double of Length 8 (botocore uses Integer)
+    request = HttpRequest(
+        method="POST",
+        path="/v1/service/GraniteServiceVersion20100801/operation/PutMetricData",
+        body=b"\xbfiNamespacelSITE/TRAFFICjMetricData\x81\xbfjMetricNamemPAGES_VISITEDjDimensions\x81\xbfdNamelUNIQUE_PAGESeValuedURLS\xffiTimestamp\xc1\xfbA\xdaP\xaf+\x88\xa3\xd7eValue\xfb?\xf3\xbfg\xf4\xdb\xdf\x8fdUnitdNone\xff\xff",
+    )
+    parser = create_parser(load_service("cloudwatch"), protocol="smithy-rpc-v2-cbor")
+    parsed_operation_model, parsed_request = parser.parse(request)
+    timestamp = parsed_request["MetricData"][0]["Timestamp"]
+    assert isinstance(timestamp, datetime)
+    assert timestamp.microsecond == 135000
+    assert timestamp.second == 38
+    assert timestamp.minute == 22
+    assert timestamp.tzinfo == UTC
+
+
 @pytest.mark.parametrize("protocol", ("json", "smithy-rpc-v2-cbor"))
 def test_protocol_selection(protocol):
     # we are using a service that LocalStack does not implement yet because it implements `smithy-rpc-v2-cbor`

From b613fb9acba5eec31e50173344b576f8aa7a308d Mon Sep 17 00:00:00 2001
From: Bernhard Matyas <90144234+baermat@users.noreply.github.com>
Date: Thu, 18 Dec 2025 11:28:35 +0100
Subject: [PATCH 483/697] fix: replace hardcoded region in SNS test (#13542)

---
 tests/aws/services/sns/test_sns.py              |  4 ++--
 tests/aws/services/sns/test_sns.snapshot.json   |  2 +-
 tests/aws/services/sns/test_sns.validation.json | 10 +++++-----
 3 files changed, 8 insertions(+), 8 deletions(-)

diff --git a/tests/aws/services/sns/test_sns.py b/tests/aws/services/sns/test_sns.py
index d050c65df04b5..c27c5bce2f827 100644
--- a/tests/aws/services/sns/test_sns.py
+++ b/tests/aws/services/sns/test_sns.py
@@ -609,7 +609,7 @@ def test_remove_permission_errors(self, snapshot, aws_client, account_id):
 
     @markers.aws.validated
     @pytest.mark.skipif(condition=is_sns_v1_provider(), reason="Not implemented in moto")
-    def test_data_protection_policy_crud(self, snapshot, aws_client):
+    def test_data_protection_policy_crud(self, snapshot, aws_client, region_name):
         topic_name = f"topic-{short_uid()}"
         topic_arn = aws_client.sns.create_topic(Name=topic_name)["TopicArn"]
 
@@ -623,7 +623,7 @@ def test_data_protection_policy_crud(self, snapshot, aws_client):
                     "DataDirection": "Inbound",
                     "Principal": ["*"],
                     "DataIdentifier": [
-                        "arn:aws:dataprotection:us-east-1::data-identifier/EmailAddress"
+                        f"arn:aws:dataprotection:{region_name}::data-identifier/EmailAddress"
                     ],
                     "Operation": {"Deny": {}},
                 }
diff --git a/tests/aws/services/sns/test_sns.snapshot.json b/tests/aws/services/sns/test_sns.snapshot.json
index 4b74b56e48b9c..38913b8623074 100644
--- a/tests/aws/services/sns/test_sns.snapshot.json
+++ b/tests/aws/services/sns/test_sns.snapshot.json
@@ -7030,7 +7030,7 @@
     }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSTopicCrudV2::test_data_protection_policy_crud": {
-    "recorded-date": "17-12-2025, 13:06:58",
+    "recorded-date": "18-12-2025, 07:54:08",
     "recorded-content": {
       "get-topic-attributes-before-policy": {
         "Attributes": {
diff --git a/tests/aws/services/sns/test_sns.validation.json b/tests/aws/services/sns/test_sns.validation.json
index 850c8e9deb211..76bde05649b7d 100644
--- a/tests/aws/services/sns/test_sns.validation.json
+++ b/tests/aws/services/sns/test_sns.validation.json
@@ -1353,12 +1353,12 @@
     }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSTopicCrudV2::test_data_protection_policy_crud": {
-    "last_validated_date": "2025-12-17T13:06:58+00:00",
+    "last_validated_date": "2025-12-18T07:54:08+00:00",
     "durations_in_seconds": {
-      "setup": 1.14,
-      "call": 2.36,
-      "teardown": 0.02,
-      "total": 3.52
+      "setup": 0.84,
+      "call": 1.82,
+      "teardown": 0.04,
+      "total": 2.7
     }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSTopicCrudV2::test_delete_non_existent_topic": {

From 4a4d4cfde7cc7929d4f79a5849a9d85628987bcd Mon Sep 17 00:00:00 2001
From: Giovanni Grano <me@giograno.com>
Date: Thu, 18 Dec 2025 23:01:33 +0100
Subject: [PATCH 484/697] Fix CloudWatch model annotation (#13545)

---
 localstack-core/localstack/services/cloudwatch/models.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/localstack-core/localstack/services/cloudwatch/models.py b/localstack-core/localstack/services/cloudwatch/models.py
index 7ba6490443aff..2d44b55ea874c 100644
--- a/localstack-core/localstack/services/cloudwatch/models.py
+++ b/localstack-core/localstack/services/cloudwatch/models.py
@@ -107,7 +107,7 @@ class CloudWatchStore(BaseStore):
 
     # Contains all the Alarm Histories. Per documentation, an alarm history is retained even if the alarm is deleted,
     # making it necessary to save this at store level
-    histories: list[dict[str, AlarmHistoryItem]] = LocalAttribute(default=list)
+    histories: list[AlarmHistoryItem] = LocalAttribute(default=list)
 
     dashboards: dict[str, LocalStackDashboard] = LocalAttribute(default=dict)
 

From 35f78d858dc66a70534665fa2b89fd537f69a1a4 Mon Sep 17 00:00:00 2001
From: Daniel Fangl <daniel.fangl@localstack.cloud>
Date: Fri, 19 Dec 2025 10:43:19 +0100
Subject: [PATCH 485/697] Docker: Support cpu shares and memory limit (#13504)

---
 .../utils/container_utils/container_client.py | 10 +++++++
 .../container_utils/docker_cmd_client.py      |  6 ++++
 .../container_utils/docker_sdk_client.py      | 10 +++++++
 tests/integration/docker_utils/test_docker.py | 29 +++++++++++++++++++
 4 files changed, 55 insertions(+)

diff --git a/localstack-core/localstack/utils/container_utils/container_client.py b/localstack-core/localstack/utils/container_utils/container_client.py
index c8475ad11163a..0b66c7995876c 100644
--- a/localstack-core/localstack/utils/container_utils/container_client.py
+++ b/localstack-core/localstack/utils/container_utils/container_client.py
@@ -544,6 +544,8 @@ class ContainerConfiguration:
     labels: dict[str, str] | None = None
     init: bool | None = None
     log_config: LogConfig | None = None
+    cpu_shares: int | None = None
+    mem_limit: int | str | None = None
 
 
 class ContainerConfigurator(Protocol):
@@ -979,6 +981,8 @@ def create_container_from_config(self, container_config: ContainerConfiguration)
             ulimits=container_config.ulimits,
             init=container_config.init,
             log_config=container_config.log_config,
+            cpu_shares=container_config.cpu_shares,
+            mem_limit=container_config.mem_limit,
         )
 
     @abstractmethod
@@ -1011,6 +1015,8 @@ def create_container(
         ulimits: list[Ulimit] | None = None,
         init: bool | None = None,
         log_config: LogConfig | None = None,
+        cpu_shares: int | None = None,
+        mem_limit: int | str | None = None,
     ) -> str:
         """Creates a container with the given image
 
@@ -1048,6 +1054,8 @@ def run_container(
         ulimits: list[Ulimit] | None = None,
         init: bool | None = None,
         log_config: LogConfig | None = None,
+        cpu_shares: int | None = None,
+        mem_limit: int | str | None = None,
     ) -> tuple[bytes, bytes]:
         """Creates and runs a given docker container
 
@@ -1086,6 +1094,8 @@ def run_container_from_config(
             ulimits=container_config.ulimits,
             init=container_config.init,
             log_config=container_config.log_config,
+            cpu_shares=container_config.cpu_shares,
+            mem_limit=container_config.mem_limit,
         )
 
     @abstractmethod
diff --git a/localstack-core/localstack/utils/container_utils/docker_cmd_client.py b/localstack-core/localstack/utils/container_utils/docker_cmd_client.py
index ac8a460a55ec1..ccb6b2660f3fc 100644
--- a/localstack-core/localstack/utils/container_utils/docker_cmd_client.py
+++ b/localstack-core/localstack/utils/container_utils/docker_cmd_client.py
@@ -827,6 +827,8 @@ def _build_run_create_cmd(
         ulimits: list[Ulimit] | None = None,
         init: bool | None = None,
         log_config: LogConfig | None = None,
+        cpu_shares: int | None = None,
+        mem_limit: int | str | None = None,
     ) -> tuple[list[str], str]:
         env_file = None
         cmd = self._docker_cmd() + [action]
@@ -890,6 +892,10 @@ def _build_run_create_cmd(
             cmd += ["--log-driver", log_config.type]
             for key, value in log_config.config.items():
                 cmd += ["--log-opt", f"{key}={value}"]
+        if cpu_shares:
+            cmd += ["--cpu-shares", str(cpu_shares)]
+        if mem_limit:
+            cmd += ["--memory", str(mem_limit)]
 
         if additional_flags:
             cmd += shlex.split(additional_flags)
diff --git a/localstack-core/localstack/utils/container_utils/docker_sdk_client.py b/localstack-core/localstack/utils/container_utils/docker_sdk_client.py
index 7bec5f2ce39db..56b562d43d533 100644
--- a/localstack-core/localstack/utils/container_utils/docker_sdk_client.py
+++ b/localstack-core/localstack/utils/container_utils/docker_sdk_client.py
@@ -729,6 +729,8 @@ def create_container(
         ulimits: list[Ulimit] | None = None,
         init: bool | None = None,
         log_config: LogConfig | None = None,
+        cpu_shares: int | None = None,
+        mem_limit: int | str | None = None,
     ) -> str:
         LOG.debug("Creating container with attributes: %s", locals())
         extra_hosts = None
@@ -793,6 +795,10 @@ def create_container(
                     )
                     for ulimit in ulimits
                 ]
+            if cpu_shares:
+                kwargs["cpu_shares"] = cpu_shares
+            if mem_limit:
+                kwargs["mem_limit"] = mem_limit
             mounts = None
             if volumes:
                 mounts = Util.convert_mount_list_to_dict(volumes)
@@ -860,6 +866,8 @@ def run_container(
         ulimits: list[Ulimit] | None = None,
         init: bool | None = None,
         log_config: LogConfig | None = None,
+        cpu_shares: int | None = None,
+        mem_limit: int | str | None = None,
     ) -> tuple[bytes, bytes]:
         LOG.debug("Running container with image: %s", image_name)
         container = None
@@ -891,6 +899,8 @@ def run_container(
                 labels=labels,
                 ulimits=ulimits,
                 log_config=log_config,
+                cpu_shares=cpu_shares,
+                mem_limit=mem_limit,
             )
             result = self.start_container(
                 container_name_or_id=container,
diff --git a/tests/integration/docker_utils/test_docker.py b/tests/integration/docker_utils/test_docker.py
index 668f7843bd291..1cbe0c5b5ddd5 100644
--- a/tests/integration/docker_utils/test_docker.py
+++ b/tests/integration/docker_utils/test_docker.py
@@ -2187,6 +2187,35 @@ def test_get_container_stats(self, docker_client, create_container):
         assert 0.0 <= stats["MemPerc"] <= 100.0
 
 
+class TestDockerCgroupLimits:
+    def test_run_container_with_memory_limit(self, docker_client, create_container):
+        container = create_container(
+            "alpine",
+            command=[
+                "sh",
+                "-c",
+                "if [ -e /sys/fs/cgroup/cgroup.controllers ]; then cat /sys/fs/cgroup/memory.max; else cat /sys/fs/cgroup/memory/memory.limit_in_bytes; fi",
+            ],
+            mem_limit="128m",
+        )
+        stdout, _ = docker_client.start_container(container.container_id, attach=True)
+        assert "134217728" in stdout.decode("utf-8")
+
+    def test_run_container_with_cpu_shares(self, docker_client, create_container):
+        container = create_container(
+            "alpine",
+            command=[
+                "sh",
+                "-c",
+                "if [ -e /sys/fs/cgroup/cgroup.controllers ]; then cat /sys/fs/cgroup/cpu.weight; else cat /sys/fs/cgroup/cpu,cpuacct/cpu.shares; fi",
+            ],
+            cpu_shares=256,
+        )
+        stdout, _ = docker_client.start_container(container.container_id, attach=True)
+        stdout = stdout.decode("utf-8")
+        assert "35" in stdout or "256" in stdout
+
+
 def _pull_image_if_not_exists(docker_client: ContainerClient, image_name: str):
     if image_name not in docker_client.get_docker_image_names():
         docker_client.pull_image(image_name)

From 056da83a064cab36589279f4b030df5fb0874e9a Mon Sep 17 00:00:00 2001
From: Joel Scheuner <joel.scheuner.dev@gmail.com>
Date: Fri, 19 Dec 2025 11:27:52 +0100
Subject: [PATCH 486/697] Fix Lambda CI log pollution issues (#13546)

---
 .../localstack/testing/pytest/fixtures.py     |  6 +-
 tests/aws/services/lambda_/test_lambda_api.py | 22 ++---
 .../lambda_/test_lambda_api.snapshot.json     |  2 +-
 .../lambda_/test_lambda_api.validation.json   | 82 +++++++++----------
 4 files changed, 54 insertions(+), 58 deletions(-)

diff --git a/localstack-core/localstack/testing/pytest/fixtures.py b/localstack-core/localstack/testing/pytest/fixtures.py
index 56d3c9ea626a5..6fdb4fe6cd445 100644
--- a/localstack-core/localstack/testing/pytest/fixtures.py
+++ b/localstack-core/localstack/testing/pytest/fixtures.py
@@ -1547,8 +1547,10 @@ def _create_event_source_mapping(*args, **kwargs):
     for uuid in uuids:
         try:
             aws_client.lambda_.delete_event_source_mapping(UUID=uuid)
-        except Exception:
-            LOG.debug("Unable to delete event source mapping %s in cleanup", uuid)
+        except aws_client.lambda_.exceptions.ResourceNotFoundException:
+            pass
+        except Exception as ex:
+            LOG.debug("Unable to delete event source mapping %s in cleanup: %s", uuid, ex)
 
 
 @pytest.fixture
diff --git a/tests/aws/services/lambda_/test_lambda_api.py b/tests/aws/services/lambda_/test_lambda_api.py
index 72260e4c9ebb4..6e903e65873c4 100644
--- a/tests/aws/services/lambda_/test_lambda_api.py
+++ b/tests/aws/services/lambda_/test_lambda_api.py
@@ -104,11 +104,6 @@ def test_create_deprecated_function_runtime_with_validation_disabled(
             func_name=function_name,
             runtime=Runtime.python3_7,
             role=lambda_su_role,
-            MemorySize=256,
-            Timeout=5,
-            LoggingConfig={
-                "LogFormat": LogFormat.JSON,
-            },
         )
 
     @markers.aws.validated
@@ -128,11 +123,6 @@ def test_create_deprecated_function_runtime_with_validation_enabled(
                 func_name=function_name,
                 runtime=runtime,
                 role=lambda_su_role,
-                MemorySize=256,
-                Timeout=5,
-                LoggingConfig={
-                    "LogFormat": LogFormat.JSON,
-                },
             )
         snapshot.match("deprecation_error", e.value.response)
 
@@ -5563,6 +5553,7 @@ def test_event_source_mapping_exceptions(
     def test_event_source_mapping_lifecycle_delete_function(
         self,
         create_lambda_function,
+        create_event_source_mapping,
         snapshot,
         sqs_create_queue,
         cleanups,
@@ -5594,7 +5585,7 @@ def test_event_source_mapping_lifecycle_delete_function(
             role=lambda_su_role,
         )
         # "minimal"
-        create_response = aws_client.lambda_.create_event_source_mapping(
+        create_response = create_event_source_mapping(
             FunctionName=function_name,
             EventSourceArn=stream_arn,
             DestinationConfig={"OnFailure": {"Destination": destination_queue_arn}},
@@ -5605,7 +5596,6 @@ def test_event_source_mapping_lifecycle_delete_function(
         )
 
         uuid = create_response["UUID"]
-        cleanups.append(lambda: aws_client.lambda_.delete_event_source_mapping(UUID=uuid))
         snapshot.match("create_response", create_response)
 
         # the stream might not be active immediately(!)
@@ -5626,7 +5616,7 @@ def _assert_function_deleted():
 
         get_response_post_delete = aws_client.lambda_.get_event_source_mapping(UUID=uuid)
         snapshot.match("get_response_post_delete", get_response_post_delete)
-        #
+
         delete_response = aws_client.lambda_.delete_event_source_mapping(UUID=uuid)
         snapshot.match("delete_response", delete_response)
 
@@ -5869,6 +5859,7 @@ def test_create_event_filter_criteria_validation(
         create_lambda_function,
         lambda_su_role,
         dynamodb_create_table,
+        create_event_source_mapping,
         snapshot,
         aws_client,
     ):
@@ -5891,14 +5882,17 @@ def test_create_event_filter_criteria_validation(
             StreamSpecification={"StreamEnabled": True, "StreamViewType": "NEW_AND_OLD_IMAGES"},
         )
         stream_arn = update_table_response["TableDescription"]["LatestStreamArn"]
+        _await_dynamodb_table_active(aws_client.dynamodb, table_name)
 
-        response = aws_client.lambda_.create_event_source_mapping(
+        response = create_event_source_mapping(
             FunctionName=function_name,
             EventSourceArn=stream_arn,
             StartingPosition="LATEST",
             FilterCriteria={"Filters": []},
         )
         snapshot.match("response-with-empty-filters", response)
+        # Wait until ESM is enabled to mitigate cleanup failure
+        _await_event_source_mapping_enabled(aws_client.lambda_, response["UUID"])
 
         with pytest.raises(ParamValidationError):
             aws_client.lambda_.create_event_source_mapping(
diff --git a/tests/aws/services/lambda_/test_lambda_api.snapshot.json b/tests/aws/services/lambda_/test_lambda_api.snapshot.json
index b8dd37a87ebbb..67f8218defdcc 100644
--- a/tests/aws/services/lambda_/test_lambda_api.snapshot.json
+++ b/tests/aws/services/lambda_/test_lambda_api.snapshot.json
@@ -17872,7 +17872,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaEventSourceMappings::test_create_event_filter_criteria_validation": {
-    "recorded-date": "25-11-2025, 02:48:23",
+    "recorded-date": "18-12-2025, 15:04:51",
     "recorded-content": {
       "response-with-empty-filters": {
         "BatchSize": 100,
diff --git a/tests/aws/services/lambda_/test_lambda_api.validation.json b/tests/aws/services/lambda_/test_lambda_api.validation.json
index 3e2814d27a354..07a8724d56d0a 100644
--- a/tests/aws/services/lambda_/test_lambda_api.validation.json
+++ b/tests/aws/services/lambda_/test_lambda_api.validation.json
@@ -108,12 +108,12 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaEventSourceMappings::test_create_event_filter_criteria_validation": {
-    "last_validated_date": "2025-11-25T02:48:23+00:00",
+    "last_validated_date": "2025-12-18T15:07:44+00:00",
     "durations_in_seconds": {
-      "setup": 0.01,
-      "call": 10.92,
-      "teardown": 2.08,
-      "total": 13.01
+      "setup": 12.13,
+      "call": 22.59,
+      "teardown": 2.65,
+      "total": 37.37
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaEventSourceMappings::test_create_event_source_self_managed": {
@@ -1935,75 +1935,75 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestRuntimeValidation::test_create_deprecated_function_runtime_with_validation_enabled[dotnetcore3.1]": {
-    "last_validated_date": "2025-11-25T02:26:09+00:00",
+    "last_validated_date": "2025-12-18T15:11:17+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 0.16,
-      "teardown": 0.01,
-      "total": 0.17
+      "call": 0.27,
+      "teardown": 0.0,
+      "total": 0.27
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestRuntimeValidation::test_create_deprecated_function_runtime_with_validation_enabled[go1.x]": {
-    "last_validated_date": "2025-11-25T02:26:08+00:00",
+    "last_validated_date": "2025-12-18T15:11:16+00:00",
     "durations_in_seconds": {
-      "setup": 0.0,
-      "call": 0.14,
-      "teardown": 0.01,
-      "total": 0.15
+      "setup": 0.01,
+      "call": 0.26,
+      "teardown": 0.0,
+      "total": 0.27
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestRuntimeValidation::test_create_deprecated_function_runtime_with_validation_enabled[java8]": {
-    "last_validated_date": "2025-11-25T02:26:08+00:00",
+    "last_validated_date": "2025-12-18T15:11:15+00:00",
     "durations_in_seconds": {
-      "setup": 11.1,
-      "call": 0.37,
-      "teardown": 0.01,
-      "total": 11.48
+      "setup": 12.15,
+      "call": 0.71,
+      "teardown": 0.0,
+      "total": 12.86
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestRuntimeValidation::test_create_deprecated_function_runtime_with_validation_enabled[nodejs12.x]": {
-    "last_validated_date": "2025-11-25T02:26:09+00:00",
+    "last_validated_date": "2025-12-18T15:11:18+00:00",
     "durations_in_seconds": {
-      "setup": 0.0,
-      "call": 0.16,
-      "teardown": 0.01,
-      "total": 0.17
+      "setup": 0.01,
+      "call": 0.29,
+      "teardown": 0.76,
+      "total": 1.06
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestRuntimeValidation::test_create_deprecated_function_runtime_with_validation_enabled[nodejs14.x]": {
-    "last_validated_date": "2025-11-25T02:26:08+00:00",
+    "last_validated_date": "2025-12-18T15:11:17+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 0.18,
-      "teardown": 0.01,
-      "total": 0.19
+      "call": 0.28,
+      "teardown": 0.0,
+      "total": 0.28
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestRuntimeValidation::test_create_deprecated_function_runtime_with_validation_enabled[provided]": {
-    "last_validated_date": "2025-11-25T02:26:08+00:00",
+    "last_validated_date": "2025-12-18T15:11:16+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 0.14,
-      "teardown": 0.01,
-      "total": 0.15
+      "call": 0.27,
+      "teardown": 0.0,
+      "total": 0.27
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestRuntimeValidation::test_create_deprecated_function_runtime_with_validation_enabled[python3.7]": {
-    "last_validated_date": "2025-11-25T02:26:09+00:00",
+    "last_validated_date": "2025-12-18T15:11:17+00:00",
     "durations_in_seconds": {
-      "setup": 0.0,
-      "call": 0.17,
-      "teardown": 0.01,
-      "total": 0.18
+      "setup": 0.01,
+      "call": 0.27,
+      "teardown": 0.0,
+      "total": 0.28
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestRuntimeValidation::test_create_deprecated_function_runtime_with_validation_enabled[ruby2.7]": {
-    "last_validated_date": "2025-11-25T02:26:08+00:00",
+    "last_validated_date": "2025-12-18T15:11:16+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 0.16,
-      "teardown": 0.01,
-      "total": 0.17
+      "call": 0.27,
+      "teardown": 0.0,
+      "total": 0.27
     }
   }
 }

From b27ae6d31df498aeb7da7a741eecd6336b6096d1 Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Mon, 22 Dec 2025 09:47:39 +0100
Subject: [PATCH 487/697] Update CODEOWNERS (#13559)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
---
 CODEOWNERS | 14 +++++++-------
 1 file changed, 7 insertions(+), 7 deletions(-)

diff --git a/CODEOWNERS b/CODEOWNERS
index 051161500003f..96c776299667f 100644
--- a/CODEOWNERS
+++ b/CODEOWNERS
@@ -165,10 +165,10 @@
 /tests/aws/services/iam/ @dfangl @pinzon
 
 # kms
-/localstack-core/localstack/aws/api/kms/ @sannya-singal @k-a-il
-/localstack-core/localstack/services/kms/ @sannya-singal @k-a-il
-/tests/aws/services/kms/ @sannya-singal @k-a-il
-/tests/unit/services/kms/ @sannya-singal @k-a-il
+/localstack-core/localstack/aws/api/kms/ @k-a-il
+/localstack-core/localstack/services/kms/ @k-a-il
+/tests/aws/services/kms/ @k-a-il
+/tests/unit/services/kms/ @k-a-il
 
 # lambda
 /localstack-core/localstack/aws/api/lambda_/ @joe4dev @dominikschubert @dfangl @gregfurman
@@ -256,6 +256,6 @@
 /tests/aws/services/sts/ @pinzon @dfangl
 
 # transcribe
-/localstack-core/localstack/aws/api/transcribe/ @sannya-singal @silv-io @k-a-il
-/localstack-core/localstack/services/transcribe/ @sannya-singal @silv-io @k-a-il
-/tests/aws/services/transcribe/ @sannya-singal @silv-io @k-a-il
+/localstack-core/localstack/aws/api/transcribe/ @silv-io @k-a-il
+/localstack-core/localstack/services/transcribe/ @silv-io @k-a-il
+/tests/aws/services/transcribe/ @silv-io @k-a-il

From 67355635f39d45f2e88a33dce3e555f0d605305f Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Mon, 22 Dec 2025 10:23:09 +0100
Subject: [PATCH 488/697] Update ASF APIs, update provider signatures (#13557)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
Co-authored-by: Alexander Rashed <alexander.rashed@localstack.cloud>
---
 AGENTS.md                                     | 178 ++++++++++++++++++
 .../localstack/aws/api/ec2/__init__.py        |  10 +
 .../localstack/aws/api/logs/__init__.py       | 143 +++++++++++++-
 .../localstack/aws/api/opensearch/__init__.py |   1 +
 .../aws/api/route53resolver/__init__.py       |  12 ++
 .../localstack/aws/api/s3/__init__.py         |   1 +
 .../services/route53resolver/provider.py      |  16 +-
 pyproject.toml                                |   6 +-
 requirements-base-runtime.txt                 |   4 +-
 requirements-dev.txt                          |   6 +-
 requirements-runtime.txt                      |   6 +-
 requirements-test.txt                         |   6 +-
 requirements-typehint.txt                     |   6 +-
 13 files changed, 371 insertions(+), 24 deletions(-)
 create mode 100644 AGENTS.md

diff --git a/AGENTS.md b/AGENTS.md
new file mode 100644
index 0000000000000..e5f81c35c2119
--- /dev/null
+++ b/AGENTS.md
@@ -0,0 +1,178 @@
+# AGENTS.md — LocalStack Pro
+
+LocalStack is a fully functional local AWS cloud stack that emulates AWS services (S3, Lambda, DynamoDB, etc.) for development and testing. It runs in Docker, provides AWS-like APIs locally, enabling offline workflows, integration testing, and CI without calling real AWS endpoints.
+
+This codebase contains both the AWS emulator in `localstack-core`.
+
+---
+
+## ⚠️ Critical Hard Constraints
+
+**NEVER:**
+- Modify `*.snapshot.json` or `*.validation.json` files manually — generated by running tests against AWS
+- Use plain `assert` in validated tests — **ALWAYS** use `snapshot.match()`
+- Create AWS resources directly in test bodies — **ALWAYS** use fixtures
+- Hardcode account IDs or region names — use `account_id` and `region_name` fixtures
+- Modify files in `aws/api/` — auto-generated from AWS API definitions
+- Add new project dependencies without approval
+- Run `git push` or modify repository history
+
+---
+
+## Commands
+
+```bash
+# Testing
+pytest <path/to/test_file.py>                # Run test file
+pytest <path/to/test_file.py> -k <test_name> # Run specific test
+AWS_PROFILE=ls-sandbox TEST_TARGET=AWS_CLOUD SNAPSHOT_UPDATE=1 pytest <path>  # Run against AWS
+
+# Code quality
+make lint           # Lint check
+make format         # Format all
+make format-modified # Format staged only
+```
+
+---
+
+## Project Structure
+
+```
+localstack-core/
+├── localstack/core/
+│   ├── services/<service>/        # Service implementations
+│   │   ├── provider.py            # API handlers
+│   │   ├── models.py              # State stores
+│   │   └── resource_providers/    # CloudFormation resources
+│   ├── aws/api/<service>/         # Auto-generated API types (DO NOT EDIT)
+│   └── providers.py               # Service registration & Moto fallbacks
+├── tests/aws/services/<service>/  # Integration tests
+├── tests/unit/                    # Unit tests (prefer integration tests)
+├── tests/bootstrap/               # Container startup tests
+```
+
+### Moto Fallback
+
+Moto is a library used to implement services not fully implemented in LocalStack. Requests can fall back to Moto operations, with the disadvantage that state is kept in Moto and Moto changes may break the implementation. Check `providers.py` for fallback configurations.
+
+---
+
+## Implementing AWS Operations
+
+### Reference Implementation
+
+For a complete example of provider patterns, state management, and error handling, see the **CodeBuild** service:
+
+- **Provider:** `localstack-pro-core/localstack/pro/core/services/codebuild/provider.py`
+- **Models (state store):** `localstack-pro-core/localstack/pro/core/services/codebuild/models.py`
+
+Refer to this implementation when:
+- Creating a new service from scratch
+- Understanding the `@handler` decorator pattern (with and without `expand=False`)
+- Learning the `AccountRegionBundle` state management pattern
+- Implementing service-specific exceptions
+- Using helper functions like `get_store(context)` and utility functions outside the class
+
+### Key Conventions
+
+- **Types:** Import from `localstack.pro.core.aws.api.<service>` (auto-generated, don't modify)
+- **Errors:** Use service-specific exceptions from API module, or `CommonServiceException`
+- **IDs:** Use `short_uid()` from `localstack.utils.strings`
+- **ARNs:** Use helpers from `localstack.utils.aws.arns`
+- **Logging:** `LOG = logging.getLogger(__name__)` at module top
+
+---
+
+## Writing Parity Tests
+
+### Reference Implementation
+
+For complete examples of test patterns, fixtures, and snapshots, see the **Pipes** tests:
+
+- **Validation tests:** `localstack-pro-core/tests/aws/services/pipes/test_pipes_validation.py`
+- **Integration tests:** `localstack-pro-core/tests/aws/services/pipes/test_pipes.py`
+- **Fixtures (conftest):** `localstack-pro-core/tests/aws/services/pipes/conftest.py`
+
+Refer to these when:
+- Writing `@markers.aws.validated` tests with snapshot matching
+- Creating fixture factories with cleanup (see `pipes_create_pipe` in conftest)
+- Understanding the `@pytest.mark.parametrize` pattern
+- Testing error cases with `pytest.raises` and `snapshot.match`
+
+### Test Markers
+
+Use `@markers.aws.validated` for tests that run against AWS (preferred), or `@markers.aws.only_localstack` for implementation-specific assertions.
+
+### Core Patterns
+
+All test patterns are demonstrated in the reference files. Refer to:
+
+- **Validation tests with error handling:** `test_pipes_validation.py:9-35` — shows `@markers.aws.validated`, `pytest.raises`, and `snapshot.match` for error responses
+- **Parametrized tests:** `test_pipes_validation.py:304-377` — shows `@pytest.mark.parametrize` with multiple test cases
+- **Fixture with cleanup:** `conftest.py:55-76` — shows the `pipes_create_pipe` fixture factory pattern with `LOG.debug()` cleanup
+- **Async resource handling:** `test_pipes.py:134-139` — shows `poll_condition` for waiting on resource state
+
+### Fixture Rules
+
+- **Return the entire response** from create operations
+- **Store only names/ARNs** in cleanup list (not full responses)
+- **Log cleanup errors** with `LOG.debug()` for debugging with `-s`
+
+### Transformers
+
+Add transformers **before** `snapshot.match()` for non-deterministic values:
+
+- **By key (preferred):** `snapshot.add_transformer(snapshot.transform.key_value("FooArn"))`
+- **By regex:** `snapshot.add_transformer(snapshot.transform.regex(dynamic_value, "<placeholder>"))`
+- **For sorting:** Use `SortingTransformer` from `localstack.testing.snapshots.transformer`
+
+### Key Fixtures
+
+- `aws_client` — Boto3 clients (e.g., `aws_client.s3`, `aws_client.lambda_`)
+- `snapshot` — Snapshot matching and transformers
+- `account_id`, `region_name` — Current account/region (never hardcode)
+- `deploy_cfn_template` — Deploy CloudFormation with lifecycle management
+- `cleanups` — Register arbitrary cleanup code for teardown
+
+For common resource fixtures (S3 buckets, KMS keys, etc.), check `localstack-core/localstack/testing/pytest/fixtures.py`
+
+---
+
+## Development Process
+
+1. **Write a failing test first** — Capture AWS behavior with `TEST_TARGET=AWS_CLOUD SNAPSHOT_UPDATE=1`
+2. **Find the provider** — Look in `services/<service>/provider.py` for the handler
+3. **Check the store** — State issues often in `models.py`
+4. **Compare with AWS docs** — Verify expected behavior
+5. **Run test against LocalStack** — Ensure snapshot matches
+6. **Iterate** — Run tests individually, see failures, fix, re-run
+
+**Important:** When developing tests for functionality that doesn't exist in LocalStack yet, run tests against AWS to ensure validity. Don't run with `TEST_TARGET=LOCALSTACK` until the functionality exists.
+
+---
+
+## Best Practices
+
+### Always
+
+- Run new tests against AWS first
+- Use fixtures for resource creation with cleanup
+- Add transformers for dynamic values
+- Follow patterns in nearby existing code
+- Use simple, concise, Sphinx docstrings
+- Use type hints
+- Start simple (CRUD), then add edge cases, errors, pagination
+
+### Avoid
+
+- Over-commenting tests — test name and structure should be self-explanatory
+- Adding comments for standard steps (transformers, snapshot matching)
+- Creating new markers without discussion
+
+---
+
+## Reference
+
+- **Testing Docs:** https://github.com/localstack/localstack/tree/main/docs/testing
+- **Architecture:** https://github.com/localstack/localstack/blob/main/docs/localstack-concepts/README.md
+- **Common Fixtures:** `localstack-core/localstack/testing/pytest/fixtures.py`
diff --git a/localstack-core/localstack/aws/api/ec2/__init__.py b/localstack-core/localstack/aws/api/ec2/__init__.py
index 1297b88ff5bfd..e9e23668d0523 100644
--- a/localstack-core/localstack/aws/api/ec2/__init__.py
+++ b/localstack-core/localstack/aws/api/ec2/__init__.py
@@ -3239,6 +3239,12 @@ class Metric(StrEnum):
     spot_avg_run_time_before_interruption_inst = "spot-avg-run-time-before-interruption-inst"
     spot_max_run_time_before_interruption_inst = "spot-max-run-time-before-interruption-inst"
     spot_min_run_time_before_interruption_inst = "spot-min-run-time-before-interruption-inst"
+    spot_total_interruptions_inst = "spot-total-interruptions-inst"
+    spot_total_interruptions_vcpu = "spot-total-interruptions-vcpu"
+    spot_total_count_inst = "spot-total-count-inst"
+    spot_total_count_vcpu = "spot-total-count-vcpu"
+    spot_interruption_rate_inst = "spot-interruption-rate-inst"
+    spot_interruption_rate_vcpu = "spot-interruption-rate-vcpu"
 
 
 class MetricType(StrEnum):
@@ -7907,6 +7913,7 @@ class FleetLaunchTemplateOverrides(TypedDict, total=False):
     InstanceRequirements: InstanceRequirements | None
     ImageId: ImageId | None
     BlockDeviceMappings: BlockDeviceMappingResponseList | None
+    AvailabilityZoneId: AvailabilityZoneId | None
 
 
 class FleetLaunchTemplateSpecification(TypedDict, total=False):
@@ -8054,6 +8061,7 @@ class FleetLaunchTemplateOverridesRequest(TypedDict, total=False):
     BlockDeviceMappings: FleetBlockDeviceMappingRequestList | None
     InstanceRequirements: InstanceRequirementsRequest | None
     ImageId: String | None
+    AvailabilityZoneId: AvailabilityZoneId | None
 
 
 FleetLaunchTemplateOverridesListRequest = list[FleetLaunchTemplateOverridesRequest]
@@ -16368,6 +16376,7 @@ class LaunchTemplateOverrides(TypedDict, total=False):
     WeightedCapacity: Double | None
     Priority: Double | None
     InstanceRequirements: InstanceRequirements | None
+    AvailabilityZoneId: AvailabilityZoneId | None
 
 
 LaunchTemplateOverridesList = list[LaunchTemplateOverrides]
@@ -16393,6 +16402,7 @@ class SpotPlacement(TypedDict, total=False):
     AvailabilityZone: String | None
     GroupName: PlacementGroupName | None
     Tenancy: Tenancy | None
+    AvailabilityZoneId: String | None
 
 
 class InstanceNetworkInterfaceSpecification(TypedDict, total=False):
diff --git a/localstack-core/localstack/aws/api/logs/__init__.py b/localstack-core/localstack/aws/api/logs/__init__.py
index c0b6035c4024f..aa641e6167225 100644
--- a/localstack-core/localstack/aws/api/logs/__init__.py
+++ b/localstack-core/localstack/aws/api/logs/__init__.py
@@ -15,6 +15,7 @@
 ApplyOnTransformedLogs = bool
 Arn = str
 Baseline = bool
+BatchId = str
 Boolean = bool
 ClientToken = str
 CollectionRetentionDays = int
@@ -49,6 +50,7 @@
 EntityAttributesValue = str
 EntityKeyAttributesKey = str
 EntityKeyAttributesValue = str
+ErrorMessage = str
 EventId = str
 EventMessage = str
 EventsLimit = int
@@ -74,6 +76,7 @@
 GrokMatch = str
 GroupingIdentifierKey = str
 GroupingIdentifierValue = str
+ImportId = str
 IncludeLinkedAccounts = bool
 InferredTokenName = str
 Integer = int
@@ -263,6 +266,13 @@ class FlattenedElement(StrEnum):
     last = "last"
 
 
+class ImportStatus(StrEnum):
+    IN_PROGRESS = "IN_PROGRESS"
+    CANCELLED = "CANCELLED"
+    COMPLETED = "COMPLETED"
+    FAILED = "FAILED"
+
+
 class IndexSource(StrEnum):
     ACCOUNT = "ACCOUNT"
     LOG_GROUP = "LOG_GROUP"
@@ -726,6 +736,25 @@ class CancelExportTaskRequest(ServiceRequest):
     taskId: ExportTaskId
 
 
+class CancelImportTaskRequest(ServiceRequest):
+    importId: ImportId
+
+
+StoredBytes = int
+
+
+class ImportStatistics(TypedDict, total=False):
+    bytesImported: StoredBytes | None
+
+
+class CancelImportTaskResponse(TypedDict, total=False):
+    importId: ImportId | None
+    importStatistics: ImportStatistics | None
+    importStatus: ImportStatus | None
+    creationTime: Timestamp | None
+    lastUpdatedTime: Timestamp | None
+
+
 RecordFields = list[FieldHeader]
 OutputFormats = list[OutputFormat]
 
@@ -819,6 +848,23 @@ class CreateExportTaskResponse(TypedDict, total=False):
     taskId: ExportTaskId | None
 
 
+class ImportFilter(TypedDict, total=False):
+    startEventTime: Timestamp | None
+    endEventTime: Timestamp | None
+
+
+class CreateImportTaskRequest(ServiceRequest):
+    importSourceArn: Arn
+    importRoleArn: RoleArn
+    importFilter: ImportFilter | None
+
+
+class CreateImportTaskResponse(TypedDict, total=False):
+    importId: ImportId | None
+    importDestinationArn: Arn | None
+    creationTime: Timestamp | None
+
+
 class CreateLogAnomalyDetectorRequest(ServiceRequest):
     logGroupArnList: LogGroupArnList
     detectorName: DetectorName | None
@@ -1191,6 +1237,60 @@ class DescribeFieldIndexesResponse(TypedDict, total=False):
     nextToken: NextToken | None
 
 
+ImportStatusList = list[ImportStatus]
+
+
+class DescribeImportTaskBatchesRequest(ServiceRequest):
+    importId: ImportId
+    batchImportStatus: ImportStatusList | None
+    limit: DescribeLimit | None
+    nextToken: NextToken | None
+
+
+class ImportBatch(TypedDict, total=False):
+    batchId: BatchId
+    status: ImportStatus
+    errorMessage: ErrorMessage | None
+
+
+ImportBatchList = list[ImportBatch]
+
+
+class DescribeImportTaskBatchesResponse(TypedDict, total=False):
+    importSourceArn: Arn | None
+    importId: ImportId | None
+    importBatches: ImportBatchList | None
+    nextToken: NextToken | None
+
+
+class DescribeImportTasksRequest(ServiceRequest):
+    importId: ImportId | None
+    importStatus: ImportStatus | None
+    importSourceArn: Arn | None
+    limit: DescribeLimit | None
+    nextToken: NextToken | None
+
+
+class Import(TypedDict, total=False):
+    importId: ImportId | None
+    importSourceArn: Arn | None
+    importStatus: ImportStatus | None
+    importDestinationArn: Arn | None
+    importStatistics: ImportStatistics | None
+    importFilter: ImportFilter | None
+    creationTime: Timestamp | None
+    lastUpdatedTime: Timestamp | None
+    errorMessage: ErrorMessage | None
+
+
+ImportList = list[Import]
+
+
+class DescribeImportTasksResponse(TypedDict, total=False):
+    imports: ImportList | None
+    nextToken: NextToken | None
+
+
 DescribeIndexPoliciesLogGroupIdentifiers = list[LogGroupIdentifier]
 
 
@@ -1230,7 +1330,6 @@ class DescribeLogGroupsRequest(ServiceRequest):
 
 
 InheritedProperties = list[InheritedProperty]
-StoredBytes = int
 
 
 class LogGroup(TypedDict, total=False):
@@ -2602,6 +2701,12 @@ def associate_source_to_s3_table_integration(
     def cancel_export_task(self, context: RequestContext, task_id: ExportTaskId, **kwargs) -> None:
         raise NotImplementedError
 
+    @handler("CancelImportTask")
+    def cancel_import_task(
+        self, context: RequestContext, import_id: ImportId, **kwargs
+    ) -> CancelImportTaskResponse:
+        raise NotImplementedError
+
     @handler("CreateDelivery")
     def create_delivery(
         self,
@@ -2622,6 +2727,17 @@ def create_export_task(
     ) -> CreateExportTaskResponse:
         raise NotImplementedError
 
+    @handler("CreateImportTask")
+    def create_import_task(
+        self,
+        context: RequestContext,
+        import_source_arn: Arn,
+        import_role_arn: RoleArn,
+        import_filter: ImportFilter | None = None,
+        **kwargs,
+    ) -> CreateImportTaskResponse:
+        raise NotImplementedError
+
     @handler("CreateLogAnomalyDetector")
     def create_log_anomaly_detector(
         self,
@@ -2904,6 +3020,31 @@ def describe_field_indexes(
     ) -> DescribeFieldIndexesResponse:
         raise NotImplementedError
 
+    @handler("DescribeImportTaskBatches")
+    def describe_import_task_batches(
+        self,
+        context: RequestContext,
+        import_id: ImportId,
+        batch_import_status: ImportStatusList | None = None,
+        limit: DescribeLimit | None = None,
+        next_token: NextToken | None = None,
+        **kwargs,
+    ) -> DescribeImportTaskBatchesResponse:
+        raise NotImplementedError
+
+    @handler("DescribeImportTasks")
+    def describe_import_tasks(
+        self,
+        context: RequestContext,
+        import_id: ImportId | None = None,
+        import_status: ImportStatus | None = None,
+        import_source_arn: Arn | None = None,
+        limit: DescribeLimit | None = None,
+        next_token: NextToken | None = None,
+        **kwargs,
+    ) -> DescribeImportTasksResponse:
+        raise NotImplementedError
+
     @handler("DescribeIndexPolicies")
     def describe_index_policies(
         self,
diff --git a/localstack-core/localstack/aws/api/opensearch/__init__.py b/localstack-core/localstack/aws/api/opensearch/__init__.py
index 198267945e940..40778ff3cb322 100644
--- a/localstack-core/localstack/aws/api/opensearch/__init__.py
+++ b/localstack-core/localstack/aws/api/opensearch/__init__.py
@@ -330,6 +330,7 @@ class NodeType(StrEnum):
     Data = "Data"
     Ultrawarm = "Ultrawarm"
     Master = "Master"
+    Warm = "Warm"
 
 
 class OpenSearchPartitionInstanceType(StrEnum):
diff --git a/localstack-core/localstack/aws/api/route53resolver/__init__.py b/localstack-core/localstack/aws/api/route53resolver/__init__.py
index 22ffca9ed362a..947399623f555 100644
--- a/localstack-core/localstack/aws/api/route53resolver/__init__.py
+++ b/localstack-core/localstack/aws/api/route53resolver/__init__.py
@@ -42,6 +42,7 @@
 ResolverRulePolicy = str
 ResourceId = str
 Rfc3339TimeString = str
+RniEnhancedMetricsEnabled = bool
 ServerNameIndication = str
 ServicePrinciple = str
 SortByKey = str
@@ -50,6 +51,7 @@
 SubnetId = str
 TagKey = str
 TagValue = str
+TargetNameServerMetricsEnabled = bool
 Unsigned = int
 
 
@@ -444,6 +446,8 @@ class ResolverEndpoint(TypedDict, total=False):
     PreferredInstanceType: OutpostInstanceType | None
     ResolverEndpointType: ResolverEndpointType | None
     Protocols: ProtocolList | None
+    RniEnhancedMetricsEnabled: RniEnhancedMetricsEnabled | None
+    TargetNameServerMetricsEnabled: TargetNameServerMetricsEnabled | None
 
 
 class AssociateResolverEndpointIpAddressResponse(TypedDict, total=False):
@@ -623,6 +627,8 @@ class CreateResolverEndpointRequest(ServiceRequest):
     Tags: TagList | None
     ResolverEndpointType: ResolverEndpointType | None
     Protocols: ProtocolList | None
+    RniEnhancedMetricsEnabled: RniEnhancedMetricsEnabled | None
+    TargetNameServerMetricsEnabled: TargetNameServerMetricsEnabled | None
 
 
 class CreateResolverEndpointResponse(TypedDict, total=False):
@@ -1363,6 +1369,8 @@ class UpdateResolverEndpointRequest(ServiceRequest):
     ResolverEndpointType: ResolverEndpointType | None
     UpdateIpAddresses: UpdateIpAddresses | None
     Protocols: ProtocolList | None
+    RniEnhancedMetricsEnabled: RniEnhancedMetricsEnabled | None
+    TargetNameServerMetricsEnabled: TargetNameServerMetricsEnabled | None
 
 
 class UpdateResolverEndpointResponse(TypedDict, total=False):
@@ -1500,6 +1508,8 @@ def create_resolver_endpoint(
         tags: TagList | None = None,
         resolver_endpoint_type: ResolverEndpointType | None = None,
         protocols: ProtocolList | None = None,
+        rni_enhanced_metrics_enabled: RniEnhancedMetricsEnabled | None = None,
+        target_name_server_metrics_enabled: TargetNameServerMetricsEnabled | None = None,
         **kwargs,
     ) -> CreateResolverEndpointResponse:
         raise NotImplementedError
@@ -2027,6 +2037,8 @@ def update_resolver_endpoint(
         resolver_endpoint_type: ResolverEndpointType | None = None,
         update_ip_addresses: UpdateIpAddresses | None = None,
         protocols: ProtocolList | None = None,
+        rni_enhanced_metrics_enabled: RniEnhancedMetricsEnabled | None = None,
+        target_name_server_metrics_enabled: TargetNameServerMetricsEnabled | None = None,
         **kwargs,
     ) -> UpdateResolverEndpointResponse:
         raise NotImplementedError
diff --git a/localstack-core/localstack/aws/api/s3/__init__.py b/localstack-core/localstack/aws/api/s3/__init__.py
index 2e77e5211cb67..4ceb1cf7c47b9 100644
--- a/localstack-core/localstack/aws/api/s3/__init__.py
+++ b/localstack-core/localstack/aws/api/s3/__init__.py
@@ -432,6 +432,7 @@ class InventoryOptionalField(StrEnum):
     ChecksumAlgorithm = "ChecksumAlgorithm"
     ObjectAccessControlList = "ObjectAccessControlList"
     ObjectOwner = "ObjectOwner"
+    LifecycleExpirationDate = "LifecycleExpirationDate"
 
 
 class JSONType(StrEnum):
diff --git a/localstack-core/localstack/services/route53resolver/provider.py b/localstack-core/localstack/services/route53resolver/provider.py
index 80a6cc7ab53aa..d7cda705e2afb 100644
--- a/localstack-core/localstack/services/route53resolver/provider.py
+++ b/localstack-core/localstack/services/route53resolver/provider.py
@@ -76,11 +76,13 @@
     ResolverQueryLogConfigStatus,
     ResourceId,
     ResourceNotFoundException,
+    RniEnhancedMetricsEnabled,
     Route53ResolverApi,
     SecurityGroupIds,
     SortByKey,
     SortOrder,
     TagList,
+    TargetNameServerMetricsEnabled,
     UpdateFirewallConfigResponse,
     UpdateFirewallDomainsResponse,
     UpdateFirewallRuleGroupAssociationResponse,
@@ -601,12 +603,14 @@ def create_resolver_endpoint(
         security_group_ids: SecurityGroupIds,
         direction: ResolverEndpointDirection,
         ip_addresses: IpAddressesRequest,
-        name: Name = None,
-        outpost_arn: OutpostArn = None,
-        preferred_instance_type: OutpostInstanceType = None,
-        tags: TagList = None,
-        resolver_endpoint_type: ResolverEndpointType = None,
-        protocols: ProtocolList = None,
+        name: Name | None = None,
+        outpost_arn: OutpostArn | None = None,
+        preferred_instance_type: OutpostInstanceType | None = None,
+        tags: TagList | None = None,
+        resolver_endpoint_type: ResolverEndpointType | None = None,
+        protocols: ProtocolList | None = None,
+        rni_enhanced_metrics_enabled: RniEnhancedMetricsEnabled | None = None,
+        target_name_server_metrics_enabled: TargetNameServerMetricsEnabled | None = None,
         **kwargs,
     ) -> CreateResolverEndpointResponse:
         create_resolver_endpoint_resp = call_moto(context)
diff --git a/pyproject.toml b/pyproject.toml
index 324affe484e51..ce41d014cef2f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -52,9 +52,9 @@ Issues = "https://github.com/localstack/localstack/issues"
 # minimal required to actually run localstack on the host for services natively implemented in python
 base-runtime = [
     # pinned / updated by ASF update action
-    "boto3==1.42.9",
+    "boto3==1.42.14",
     # pinned / updated by ASF update action
-    "botocore==1.42.9",
+    "botocore==1.42.14",
     # transitive dependency of botocore, added to avoid specific version
     "awscrt>=0.13.14,!=0.27.1",
     "cbor2>=5.5.0",
@@ -82,7 +82,7 @@ base-runtime = [
 runtime = [
     "localstack-core[base-runtime]",
     # pinned / updated by ASF update action
-    "awscli==1.43.15",
+    "awscli==1.44.4",
     "airspeed-ext>=0.6.3",
     # antlr4-python3-runtime: exact pin because antlr4 runtime is tightly coupled to the generated parser code
     "antlr4-python3-runtime==4.13.2",
diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index ecbd5c0a01846..764591a4a33d9 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -13,9 +13,9 @@ attrs==25.4.0
     #   referencing
 awscrt==0.30.0
     # via localstack-core (pyproject.toml)
-boto3==1.42.9
+boto3==1.42.14
     # via localstack-core (pyproject.toml)
-botocore==1.42.9
+botocore==1.42.14
     # via
     #   boto3
     #   localstack-core (pyproject.toml)
diff --git a/requirements-dev.txt b/requirements-dev.txt
index 92c98c93a7115..4c9725895d5e9 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -44,17 +44,17 @@ aws-sam-translator==1.105.0
     #   moto-ext
 aws-xray-sdk==2.15.0
     # via moto-ext
-awscli==1.43.15
+awscli==1.44.4
     # via localstack-core
 awscrt==0.30.0
     # via localstack-core
-boto3==1.42.9
+boto3==1.42.14
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.42.9
+botocore==1.42.14
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index 4f77a041e73dc..ce0bcaa9b09de 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -32,17 +32,17 @@ aws-sam-translator==1.105.0
     #   moto-ext
 aws-xray-sdk==2.15.0
     # via moto-ext
-awscli==1.43.15
+awscli==1.44.4
     # via localstack-core (pyproject.toml)
 awscrt==0.30.0
     # via localstack-core
-boto3==1.42.9
+boto3==1.42.14
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.42.9
+botocore==1.42.14
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-test.txt b/requirements-test.txt
index 686e7fbefc8d2..e3ddd83ea7cd0 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -44,17 +44,17 @@ aws-sam-translator==1.105.0
     #   moto-ext
 aws-xray-sdk==2.15.0
     # via moto-ext
-awscli==1.43.15
+awscli==1.44.4
     # via localstack-core
 awscrt==0.30.0
     # via localstack-core
-boto3==1.42.9
+boto3==1.42.14
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.42.9
+botocore==1.42.14
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index 2d513e28d774f..a7c5ce45c4fe5 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -44,11 +44,11 @@ aws-sam-translator==1.105.0
     #   moto-ext
 aws-xray-sdk==2.15.0
     # via moto-ext
-awscli==1.43.15
+awscli==1.44.4
     # via localstack-core
 awscrt==0.30.0
     # via localstack-core
-boto3==1.42.9
+boto3==1.42.14
     # via
     #   aws-sam-translator
     #   kclpy-ext
@@ -56,7 +56,7 @@ boto3==1.42.9
     #   moto-ext
 boto3-stubs==1.42.10
     # via localstack-core (pyproject.toml)
-botocore==1.42.9
+botocore==1.42.14
     # via
     #   aws-xray-sdk
     #   awscli

From 75aeab7274f82b07f806754adb5033d05b58bb05 Mon Sep 17 00:00:00 2001
From: Alex Rashed <2796604+alexrashed@users.noreply.github.com>
Date: Mon, 22 Dec 2025 12:04:00 +0100
Subject: [PATCH 489/697] remove release announcement in README (#13560)

---
 README.md | 4 ----
 1 file changed, 4 deletions(-)

diff --git a/README.md b/README.md
index dd91b67e3a70c..3f54e7c547146 100644
--- a/README.md
+++ b/README.md
@@ -1,7 +1,3 @@
-<p align="center">
-:zap: We are thrilled to announce the release of <a href="https://blog.localstack.cloud/localstack-for-aws-release-v-4-11-0/">LocalStack 4.11</a> :zap:
-</p>
-
 <p align="center">
   <img src="docs/localstack-readme-banner.svg" alt="LocalStack - The Leading Platform for Local Cloud Development">
 </p>

From 64e325c530b9694c68516270e87337fdde2f1d75 Mon Sep 17 00:00:00 2001
From: Giovanni Grano <me@giograno.com>
Date: Mon, 22 Dec 2025 20:06:33 +0100
Subject: [PATCH 490/697] Improve KMS model (#13558)

---
 .../localstack/services/kms/models.py         | 24 +++++++++----------
 .../localstack/services/kms/provider.py       | 18 +++++++++-----
 2 files changed, 24 insertions(+), 18 deletions(-)

diff --git a/localstack-core/localstack/services/kms/models.py b/localstack-core/localstack/services/kms/models.py
index 9cfe51ce02f82..3c970a61ddee1 100644
--- a/localstack-core/localstack/services/kms/models.py
+++ b/localstack-core/localstack/services/kms/models.py
@@ -7,6 +7,7 @@
 import random
 import re
 import struct
+import typing
 import uuid
 from collections import namedtuple
 from dataclasses import dataclass
@@ -293,7 +294,7 @@ class KmsKey:
     is_key_rotation_enabled: bool
     rotation_period_in_days: int
     next_rotation_date: datetime.datetime
-    previous_keys = [str]
+    previous_keys: list[str]
 
     def __init__(
         self,
@@ -779,7 +780,7 @@ class KmsGrant:
     # keys. But, based on our understanding of AWS documentation for CreateGrant, ListGrants operations etc,
     # AWS has some set of fields for grants like it has for keys. So we are going to call them `metadata` here for
     # consistency.
-    metadata: dict
+    metadata: dict[str, typing.Any]  # dumped to JSON for persistence serialization
     # Tokens are not a part of metadata, as their use is more limited and specific than for the rest of the
     # metadata: https://docs.aws.amazon.com/kms/latest/developerguide/grant-manage.html#using-grant-token
     # Tokens are used to refer to a grant in a short period right after the grant gets created. Normally it might
@@ -824,18 +825,19 @@ def __init__(self, create_grant_request: CreateGrantRequest, account_id: str, re
 class KmsAlias:
     # Like with grants (see comment for KmsGrant), there is no mention of some specific object modeling metadata
     # for KMS aliases. But there is data that is some metadata, so we model it in a way similar to KeyMetadata for keys.
-    metadata: dict
+    metadata: dict[str, typing.Any]  # dumped to JSON for persistence serialization
 
     def __init__(
         self,
-        create_alias_request: CreateAliasRequest = None,
-        account_id: str = None,
-        region: str = None,
+        create_alias_request: CreateAliasRequest | None = None,
+        account_id: str | None = None,
+        region: str | None = None,
     ):
         create_alias_request = create_alias_request or CreateAliasRequest()
-        self.metadata = {}
-        self.metadata["AliasName"] = create_alias_request.get("AliasName")
-        self.metadata["TargetKeyId"] = create_alias_request.get("TargetKeyId")
+        self.metadata = {
+            "AliasName": create_alias_request.get("AliasName"),
+            "TargetKeyId": create_alias_request.get("TargetKeyId"),
+        }
         self.update_date_of_last_update()
         self.metadata["CreationDate"] = self.metadata["LastUpdateDate"]
         self.metadata["AliasArn"] = kms_alias_arn(self.metadata["AliasName"], account_id, region)
@@ -860,11 +862,9 @@ class KmsStore(BaseStore):
     # "Cross-account use: Yes. You can retire a grant on a KMS key in a different AWS account."
 
     # maps grant ids to grants
+    # TODO: KmsKey might hold the grant
     grants: dict[str, KmsGrant] = LocalAttribute(default=dict)
 
-    # maps from (grant names (used for idempotency), key id) to grant ids
-    grant_names: dict[tuple[str, str], str] = LocalAttribute(default=dict)
-
     # maps grant tokens to grant ids
     grant_tokens: dict[str, str] = LocalAttribute(default=dict)
 
diff --git a/localstack-core/localstack/services/kms/provider.py b/localstack-core/localstack/services/kms/provider.py
index bdb90de4170c8..a17cb9642f4a0 100644
--- a/localstack-core/localstack/services/kms/provider.py
+++ b/localstack-core/localstack/services/kms/provider.py
@@ -571,14 +571,21 @@ def create_grant(
         grant_name = request.get("Name")
 
         store = self._get_store(context.account_id, context.region)
-        if grant_name and (grant_name, key_id) in store.grant_names:
-            grant = store.grants[store.grant_names[(grant_name, key_id)]]
-        else:
+
+        # Check for existing grant with the same name for idempotency
+        grant: KmsGrant | None = None
+        if grant_name:
+            for existing_grant in store.grants.values():
+                if existing_grant.metadata.get("Name") != grant_name:
+                    continue
+                if existing_grant.metadata.get("KeyId") == key_id:
+                    grant = existing_grant
+                    break
+
+        if grant is None:
             grant = KmsGrant(request, context.account_id, context.region)
             grant_id = grant.metadata["GrantId"]
             store.grants[grant_id] = grant
-            if grant_name:
-                store.grant_names[(grant_name, key_id)] = grant_id
             store.grant_tokens[grant.token] = grant_id
 
         # At the moment we do not support multiple GrantTokens for grant creation request. Instead, we always use
@@ -643,7 +650,6 @@ def _delete_grant(store: KmsStore, grant_id: str, key_id: str):
             raise ValidationError(f"Invalid KeyId={key_id} specified for grant {grant_id}")
 
         store.grant_tokens.pop(grant.token)
-        store.grant_names.pop((grant.metadata.get("Name"), key_id), None)
         store.grants.pop(grant_id)
 
     def revoke_grant(

From cfefefc0c8ff6b2a0deefa0b7cf19d6731163231 Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Mon, 22 Dec 2025 20:32:47 +0000
Subject: [PATCH 491/697] CFn: validate `Type` is provided (#13524)

---
 .../engine/v2/change_set_model_validator.py   |  5 ++++
 .../cloudformation/test_template_engine.py    | 26 +++++++++++++++++++
 .../test_template_engine.snapshot.json        |  6 +++++
 .../test_template_engine.validation.json      |  9 +++++++
 4 files changed, 46 insertions(+)

diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_validator.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_validator.py
index dfc386f00a330..9d4ee68cd8fcb 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_validator.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_validator.py
@@ -17,6 +17,7 @@
     PreprocEntityDelta,
     PreprocResource,
 )
+from localstack.services.cloudformation.engine.validations import ValidationError
 
 
 class ChangeSetModelValidator(ChangeSetModelPreproc):
@@ -162,6 +163,10 @@ def visit_node_intrinsic_function_fn_select(
             return self.visit(node_intrinsic_function.arguments)
 
     def visit_node_resource(self, node_resource: NodeResource) -> PreprocEntityDelta:
+        if is_nothing(node_resource.type_.value):
+            raise ValidationError(
+                f"Template format error: [{node_resource.scope}] Every Resources object must contain a Type member."
+            )
         try:
             if delta := super().visit_node_resource(node_resource):
                 return delta
diff --git a/tests/aws/services/cloudformation/test_template_engine.py b/tests/aws/services/cloudformation/test_template_engine.py
index 52e4876cea994..7b84e3608731d 100644
--- a/tests/aws/services/cloudformation/test_template_engine.py
+++ b/tests/aws/services/cloudformation/test_template_engine.py
@@ -1317,3 +1317,29 @@ def test_stack_id(self, deploy_cfn_template, snapshot):
         snapshot.add_transformer(snapshot.transform.regex(stack.stack_id, "<stack-id>"))
 
         snapshot.match("StackId", stack.outputs["StackId"])
+
+
+@markers.aws.validated
+@skip_if_legacy_engine()
+def test_no_type(aws_client, snapshot):
+    template = {
+        "Resources": {
+            "Foo": {
+                "Properties": {
+                    "Name": "foo",
+                },
+            },
+        },
+    }
+
+    stack_name = f"stack-{short_uid()}"
+    change_set_name = f"cs-{short_uid()}"
+    with pytest.raises(ClientError) as e:
+        aws_client.cloudformation.create_change_set(
+            ChangeSetName=change_set_name,
+            StackName=stack_name,
+            TemplateBody=json.dumps(template),
+            ChangeSetType="CREATE",
+        )
+
+    snapshot.match("error", e.value)
diff --git a/tests/aws/services/cloudformation/test_template_engine.snapshot.json b/tests/aws/services/cloudformation/test_template_engine.snapshot.json
index bc433c691614c..1a5dbd704fc76 100644
--- a/tests/aws/services/cloudformation/test_template_engine.snapshot.json
+++ b/tests/aws/services/cloudformation/test_template_engine.snapshot.json
@@ -700,5 +700,11 @@
         "TopicName": "<parameter-value>"
       }
     }
+  },
+  "tests/aws/services/cloudformation/test_template_engine.py::test_no_type": {
+    "recorded-date": "15-12-2025, 10:55:28",
+    "recorded-content": {
+      "error": "An error occurred (ValidationError) when calling the CreateChangeSet operation: Template format error: [/Resources/Foo] Every Resources object must contain a Type member."
+    }
   }
 }
diff --git a/tests/aws/services/cloudformation/test_template_engine.validation.json b/tests/aws/services/cloudformation/test_template_engine.validation.json
index 79bece0983398..4919222874297 100644
--- a/tests/aws/services/cloudformation/test_template_engine.validation.json
+++ b/tests/aws/services/cloudformation/test_template_engine.validation.json
@@ -151,5 +151,14 @@
       "teardown": 50.06,
       "total": 90.44
     }
+  },
+  "tests/aws/services/cloudformation/test_template_engine.py::test_no_type": {
+    "last_validated_date": "2025-12-15T10:55:28+00:00",
+    "durations_in_seconds": {
+      "setup": 0.75,
+      "call": 0.27,
+      "teardown": 0.0,
+      "total": 1.02
+    }
   }
 }

From 7f1e6b5407ff771f2c3fa023ab4a3184380918af Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Mon, 22 Dec 2025 22:22:23 +0100
Subject: [PATCH 492/697] APIGW: improve store typing (#13552)

---
 .../localstack/services/apigateway/models.py  | 20 +++++++++++++------
 1 file changed, 14 insertions(+), 6 deletions(-)

diff --git a/localstack-core/localstack/services/apigateway/models.py b/localstack-core/localstack/services/apigateway/models.py
index e287210f1a4f3..7baddff318528 100644
--- a/localstack-core/localstack/services/apigateway/models.py
+++ b/localstack-core/localstack/services/apigateway/models.py
@@ -3,7 +3,10 @@
 from requests.structures import CaseInsensitiveDict
 
 from localstack.aws.api.apigateway import (
+    Account,
     Authorizer,
+    BasePathMapping,
+    ClientCertificate,
     DocumentationPart,
     DocumentationVersion,
     DomainName,
@@ -13,6 +16,7 @@
     RequestValidator,
     Resource,
     RestApi,
+    VpcLink,
 )
 from localstack.services.stores import (
     AccountRegionBundle,
@@ -40,7 +44,7 @@ class RestApiContainer:
     # maps Model name -> Model
     models: dict[str, Model]
     # maps Model name -> resolved dict Model, so we don't need to load the JSON everytime
-    resolved_models: dict[str, dict]
+    resolved_models: dict[str, dict[str, Any]]
     # maps ResourceId of a Resource to its children ResourceIds
     resource_children: dict[str, list[str]]
 
@@ -88,6 +92,10 @@ def from_rest_api_container(
 
 
 class RestApiDeployment:
+    account_id: str
+    region: str
+    rest_api: MergedRestApi
+
     def __init__(
         self,
         account_id: str,
@@ -105,16 +113,16 @@ class ApiGatewayStore(BaseStore):
     rest_apis: dict[str, RestApiContainer] = LocalAttribute(default=CaseInsensitiveDict)
 
     # account details
-    _account: dict[str, Any] = LocalAttribute(default=dict)
+    _account: Account = LocalAttribute(default=dict)
 
     # maps (domain_name) -> [path_mappings]
-    base_path_mappings: dict[str, list[dict]] = LocalAttribute(default=dict)
+    base_path_mappings: dict[str, list[BasePathMapping]] = LocalAttribute(default=dict)
 
     # maps ID to VPC link details
-    vpc_links: dict[str, dict] = LocalAttribute(default=dict)
+    vpc_links: dict[str, VpcLink] = LocalAttribute(default=dict)
 
     # maps cert ID to client certificate details
-    client_certificates: dict[str, dict] = LocalAttribute(default=dict)
+    client_certificates: dict[str, ClientCertificate] = LocalAttribute(default=dict)
 
     # maps domain name to domain name model
     domain_names: dict[str, DomainName] = LocalAttribute(default=dict)
@@ -137,7 +145,7 @@ def __init__(self):
         super().__init__()
 
     @property
-    def account(self):
+    def account(self) -> Account:
         if not self._account:
             self._account.update(
                 {

From 237a9e1b9af10de8b1fad0751cb24f53fc2068a8 Mon Sep 17 00:00:00 2001
From: Silvio Vasiljevic <silvio.vasiljevic@gmail.com>
Date: Tue, 23 Dec 2025 10:36:57 +0100
Subject: [PATCH 493/697] Add possibility to ignore specific unsupported
 resource types in CloudFormation (#13496)

---
 localstack-core/localstack/config.py          |   9 ++
 .../engine/v2/change_set_model_executor.py    |   7 +-
 .../engine/v2/change_set_model_preproc.py     |   9 +-
 .../v2/change_set_resource_support_checker.py |  18 ++-
 .../engine/v2/unsupported_resource.py         |  19 +++
 .../services/cloudformation/v2/provider.py    |   4 +-
 tests/integration/test_catalog.py             | 116 +++++++++++++-----
 7 files changed, 146 insertions(+), 36 deletions(-)
 create mode 100644 localstack-core/localstack/services/cloudformation/engine/v2/unsupported_resource.py

diff --git a/localstack-core/localstack/config.py b/localstack-core/localstack/config.py
index 60c0d3686d6cf..13609673fae70 100644
--- a/localstack-core/localstack/config.py
+++ b/localstack-core/localstack/config.py
@@ -1216,6 +1216,15 @@ def populate_edge_configuration(
 # EXPERIMENTAL
 CFN_IGNORE_UNSUPPORTED_RESOURCE_TYPES = is_env_not_false("CFN_IGNORE_UNSUPPORTED_RESOURCE_TYPES")
 
+# Comma-separated list of resource type names that CloudFormation will ignore on stack creation
+CFN_IGNORE_UNSUPPORTED_TYPE_CREATE = parse_comma_separated_list(
+    "CFN_IGNORE_UNSUPPORTED_TYPE_CREATE"
+)
+# Comma-separated list of resource type names that CloudFormation will ignore on stack update
+CFN_IGNORE_UNSUPPORTED_TYPE_UPDATE = parse_comma_separated_list(
+    "CFN_IGNORE_UNSUPPORTED_TYPE_UPDATE"
+)
+
 # Decrease the waiting time for resource deployment
 CFN_NO_WAIT_ITERATIONS: str | int | None = os.environ.get("CFN_NO_WAIT_ITERATIONS")
 
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py
index 5222559b9e242..9f63bfcfc8408 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py
@@ -33,6 +33,9 @@
     PreprocProperties,
     PreprocResource,
 )
+from localstack.services.cloudformation.engine.v2.unsupported_resource import (
+    should_ignore_unsupported_resource_type,
+)
 from localstack.services.cloudformation.resource_provider import (
     Credentials,
     OperationStatus,
@@ -512,7 +515,9 @@ def _execute_resource_action(
                     resource_model={},
                     message=f"Resource provider operation failed: {reason}",
                 )
-        elif config.CFN_IGNORE_UNSUPPORTED_RESOURCE_TYPES:
+        elif should_ignore_unsupported_resource_type(
+            resource_type=resource_type, change_set_type=self._change_set.change_set_type
+        ):
             log_not_available_message(
                 resource_type,
                 f'No resource provider found for "{resource_type}"',
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
index 74de2bf88ddb2..9b39debc60a1b 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
@@ -50,6 +50,9 @@
     extract_dynamic_reference,
     perform_dynamic_reference_lookup,
 )
+from localstack.services.cloudformation.engine.v2.unsupported_resource import (
+    should_ignore_unsupported_resource_type,
+)
 from localstack.services.cloudformation.engine.validations import ValidationError
 from localstack.services.cloudformation.stores import (
     exports_map,
@@ -274,6 +277,7 @@ def _deployed_property_value_of(
                 f"No deployed instances of resource '{resource_logical_id}' were found"
             )
         properties = resolved_resource.get("Properties", {})
+        resource_type = resolved_resource.get("Type")
         # TODO support structured properties, e.g. NestedStack.Outputs.OutputName
         property_value: Any | None = get_value_from_path(properties, property_name)
 
@@ -286,7 +290,10 @@ def _deployed_property_value_of(
                     f"Accessing property '{property_name}' from '{resource_logical_id}' resulted in a non-string value nor list"
                 )
             return property_value
-        elif config.CFN_IGNORE_UNSUPPORTED_RESOURCE_TYPES:
+        elif resource_type and should_ignore_unsupported_resource_type(
+            resource_type=resource_type,
+            change_set_type=self._change_set.change_set_type,
+        ):
             return MOCKED_REFERENCE
 
         return property_value
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_resource_support_checker.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_resource_support_checker.py
index ee20d9c8dbc51..f590996f05524 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_resource_support_checker.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_resource_support_checker.py
@@ -1,9 +1,11 @@
-from localstack.services.cloudformation.engine.v2.change_set_model import (
-    NodeResource,
-)
+from localstack.aws.api.cloudformation import ChangeSetType
+from localstack.services.cloudformation.engine.v2.change_set_model import NodeResource
 from localstack.services.cloudformation.engine.v2.change_set_model_visitor import (
     ChangeSetModelVisitor,
 )
+from localstack.services.cloudformation.engine.v2.unsupported_resource import (
+    should_ignore_unsupported_resource_type,
+)
 from localstack.services.cloudformation.resources import AWS_AVAILABLE_CFN_RESOURCES
 from localstack.utils.catalog.catalog import (
     AwsServicesSupportStatus,
@@ -81,17 +83,23 @@ def _build_resource_failure_message(
 
 
 class ChangeSetResourceSupportChecker(ChangeSetModelVisitor):
+    change_set_type: ChangeSetType
     catalog: CatalogPlugin
 
     TITLE_MESSAGE = "Unsupported resources detected:"
 
-    def __init__(self):
+    def __init__(self, change_set_type: ChangeSetType):
         self._resource_failure_messages: dict[str, str] = {}
+        self.change_set_type = change_set_type
         self.catalog = get_aws_catalog()
 
     def visit_node_resource(self, node_resource: NodeResource):
         resource_type = node_resource.type_.value
-        if resource_type not in self._resource_failure_messages:
+        ignore_unsupported = should_ignore_unsupported_resource_type(
+            resource_type=resource_type, change_set_type=self.change_set_type
+        )
+
+        if resource_type not in self._resource_failure_messages and not ignore_unsupported:
             if resource_type not in AWS_AVAILABLE_CFN_RESOURCES:
                 # Ignore non-AWS resources
                 pass
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/unsupported_resource.py b/localstack-core/localstack/services/cloudformation/engine/v2/unsupported_resource.py
new file mode 100644
index 0000000000000..5059f88e556d1
--- /dev/null
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/unsupported_resource.py
@@ -0,0 +1,19 @@
+from __future__ import annotations
+
+from localstack import config
+from localstack.aws.api.cloudformation import ChangeSetType
+
+
+def should_ignore_unsupported_resource_type(
+    resource_type: str, change_set_type: ChangeSetType
+) -> bool:
+    if config.CFN_IGNORE_UNSUPPORTED_RESOURCE_TYPES:
+        return True
+
+    match change_set_type:
+        case ChangeSetType.CREATE:
+            return resource_type in config.CFN_IGNORE_UNSUPPORTED_TYPE_CREATE
+        case ChangeSetType.UPDATE | ChangeSetType.IMPORT:
+            return resource_type in config.CFN_IGNORE_UNSUPPORTED_TYPE_UPDATE
+        case _:
+            return False
diff --git a/localstack-core/localstack/services/cloudformation/v2/provider.py b/localstack-core/localstack/services/cloudformation/v2/provider.py
index 207ad72d2071c..e3d4629cb55c6 100644
--- a/localstack-core/localstack/services/cloudformation/v2/provider.py
+++ b/localstack-core/localstack/services/cloudformation/v2/provider.py
@@ -427,7 +427,9 @@ def _setup_change_set_model(
         change_set.processed_template = transformed_after_template
 
         if not config.CFN_IGNORE_UNSUPPORTED_RESOURCE_TYPES:
-            support_visitor = ChangeSetResourceSupportChecker()
+            support_visitor = ChangeSetResourceSupportChecker(
+                change_set_type=change_set.change_set_type
+            )
             support_visitor.visit(change_set.update_model.node_template)
             failure_messages = support_visitor.failure_messages
             if failure_messages:
diff --git a/tests/integration/test_catalog.py b/tests/integration/test_catalog.py
index 9bcd98c6854bb..4717dfc04647c 100644
--- a/tests/integration/test_catalog.py
+++ b/tests/integration/test_catalog.py
@@ -1,6 +1,7 @@
-import textwrap
+import json
 
 import pytest
+from botocore.exceptions import WaiterError
 
 from localstack import config
 from localstack.services.cloudformation.engine.v2 import (
@@ -22,7 +23,6 @@
     CloudFormationResourcesSupportInLatest,
 )
 from localstack.utils.strings import short_uid
-from localstack.utils.sync import retry
 
 UNSUPPORTED_RESOURCE_CASES = [
     (
@@ -86,6 +86,76 @@ def testing_catalog(monkeypatch):
     return plugin
 
 
+@markers.aws.only_localstack
+def test_ignore_unsupported_resources_toggle(testing_catalog, aws_client, monkeypatch, cleanups):
+    unsupported_resource = "AWS::LatestService::NotSupported"
+
+    # template with one supported and one unsupported resource
+    bucket_name = f"cfn-toggle-{short_uid()}"
+    template_body = json.dumps(
+        {
+            "Resources": {
+                "SupportedBucket": {
+                    "Type": "AWS::S3::Bucket",
+                    "Properties": {"BucketName": bucket_name},
+                },
+                "Unsupported": {"Type": unsupported_resource},
+            },
+        }
+    )
+
+    # 1) ignore lists empty -> change set should fail
+    monkeypatch.setattr(config, "CFN_IGNORE_UNSUPPORTED_RESOURCE_TYPES", False)
+    monkeypatch.setattr(config, "CFN_IGNORE_UNSUPPORTED_TYPE_CREATE", [])
+    stack_name_fail = f"stack-fail-{short_uid()}"
+    change_set_name_fail = f"cs-{short_uid()}"
+    response = aws_client.cloudformation.create_change_set(
+        StackName=stack_name_fail,
+        ChangeSetName=change_set_name_fail,
+        TemplateBody=template_body,
+        ChangeSetType="CREATE",
+    )
+    cs_id_fail, stack_id_fail = response["Id"], response["StackId"]
+
+    waiter = aws_client.cloudformation.get_waiter("change_set_create_complete")
+    with pytest.raises(WaiterError) as exc_info:
+        waiter.wait(
+            ChangeSetName=cs_id_fail,
+        )
+
+    assert exc_info.value.last_response["Status"] == "FAILED"
+    status_reason = exc_info.value.last_response["StatusReason"]
+    assert ChangeSetResourceSupportChecker.TITLE_MESSAGE in status_reason
+    assert unsupported_resource in status_reason
+    cleanups.append(lambda: aws_client.cloudformation.delete_change_set(ChangeSetName=cs_id_fail))
+    cleanups.append(lambda: aws_client.cloudformation.delete_stack(StackName=stack_id_fail))
+
+    # 2) add unsupported resource to create ignore list -> deployment succeeds and bucket is present
+    monkeypatch.setattr(config, "CFN_IGNORE_UNSUPPORTED_TYPE_CREATE", [unsupported_resource])
+    stack_name_ok = f"stack-ok-{short_uid()}"
+    change_set_name_ok = f"cs-{short_uid()}"
+    response = aws_client.cloudformation.create_change_set(
+        StackName=stack_name_ok,
+        ChangeSetName=change_set_name_ok,
+        TemplateBody=template_body,
+        ChangeSetType="CREATE",
+    )
+    cs_id_ok, stack_id_ok = response["Id"], response["StackId"]
+
+    waiter.wait(
+        ChangeSetName=cs_id_ok,
+    )
+    aws_client.cloudformation.execute_change_set(ChangeSetName=cs_id_ok)
+    aws_client.cloudformation.get_waiter("stack_create_complete").wait(
+        StackName=stack_name_ok,
+    )
+
+    buckets = aws_client.s3.list_buckets()["Buckets"]
+    assert any(b["Name"] == bucket_name for b in buckets)
+
+    cleanups.append(lambda: aws_client.cloudformation.delete_stack(StackName=stack_id_ok))
+
+
 @markers.aws.only_localstack
 @pytest.mark.parametrize(
     "unsupported_resource, expected_service",
@@ -95,13 +165,10 @@ def test_catalog_reports_unsupported_resources_in_stack_status(
     testing_catalog, aws_client, unsupported_resource, expected_service, monkeypatch, cleanups
 ):
     monkeypatch.setattr(config, "CFN_IGNORE_UNSUPPORTED_RESOURCE_TYPES", False)
-    template_body = textwrap.dedent(
-        f"""
-        AWSTemplateFormatVersion: '2010-09-09'
-        Resources:
-          Unsupported:
-            Type: {unsupported_resource}
-        """
+    template_body = json.dumps(
+        {
+            "Resources": {"Unsupported": {"Type": unsupported_resource}},
+        }
     )
 
     stack_name = f"stack-{short_uid()}"
@@ -118,29 +185,22 @@ def test_catalog_reports_unsupported_resources_in_stack_status(
     change_set_id = response["Id"]
     stack_id = response["StackId"]
 
-    def _describe_failed_change_set():
-        result = aws_client.cloudformation.describe_change_set(ChangeSetName=change_set_id)
-        status = result["Status"]
-        if status == "FAILED":
-            return result
-        if status == "CREATE_COMPLETE":
-            pytest.fail("expected change set creation to fail for unsupported resource")
-        raise Exception("gave up on waiting for change set creation to fail")
-
-    change_set = retry(_describe_failed_change_set, retries=20, sleep=2)
-
-    status_reason = change_set.get("StatusReason", "")
+    waiter = aws_client.cloudformation.get_waiter("change_set_create_complete")
+    with pytest.raises(WaiterError) as exc_info:
+        waiter.wait(
+            ChangeSetName=change_set_id,
+        )
+    assert exc_info.value.last_response["Status"] == "FAILED"
+    status_reason = exc_info.value.last_response["StatusReason"]
     assert ChangeSetResourceSupportChecker.TITLE_MESSAGE in status_reason
     assert unsupported_resource in status_reason
 
-    def _describe_failed_stack():
-        stack = aws_client.cloudformation.describe_stacks(StackName=stack_id)["Stacks"][0]
-        stack_status = stack["StackStatus"]
-        if stack_status in {"CREATE_FAILED", "ROLLBACK_COMPLETE"}:
-            return stack
-        raise Exception("gave on waiting for stack creation to fail for unsupported resource")
+    with pytest.raises(WaiterError) as exc_info:
+        aws_client.cloudformation.get_waiter("stack_create_complete").wait(
+            StackName=stack_id,
+        )
 
-    stack_description = retry(_describe_failed_stack, retries=30, sleep=2)
+    stack_description = exc_info.value.last_response["Stacks"][0]
     stack_status_reason = stack_description.get("StackStatusReason", "")
     assert ChangeSetResourceSupportChecker.TITLE_MESSAGE in stack_status_reason
     assert unsupported_resource in stack_status_reason

From a280cafc7d873f37b7b1839b59a9281273f3b40e Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Tue, 23 Dec 2025 11:31:52 +0100
Subject: [PATCH 494/697] Upgrade pinned Python dependencies (#13562)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
---
 .pre-commit-config.yaml       |  2 +-
 requirements-base-runtime.txt |  4 +---
 requirements-dev.txt          | 20 ++++++++---------
 requirements-runtime.txt      | 10 ++++-----
 requirements-test.txt         | 14 +++++-------
 requirements-typehint.txt     | 42 +++++++++++++++++------------------
 6 files changed, 41 insertions(+), 51 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index c1d2207adc992..4ab60f88471fd 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -3,7 +3,7 @@
 repos:
   - repo: https://github.com/astral-sh/ruff-pre-commit
     # Ruff version.
-    rev: v0.14.9
+    rev: v0.14.10
     hooks:
       - id: ruff
         args: [--fix, --exit-non-zero-on-fix]
diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index 764591a4a33d9..9606b498ff16a 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -107,7 +107,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-openapi-core==0.20.0
+openapi-core==0.22.0
     # via localstack-core (pyproject.toml)
 openapi-schema-validator==0.6.3
     # via
@@ -117,8 +117,6 @@ openapi-spec-validator==0.7.2
     # via openapi-core
 packaging==25.0
     # via incremental
-parse==1.20.2
-    # via openapi-core
 pathable==0.4.4
     # via jsonschema-path
 plux==1.13.0
diff --git a/requirements-dev.txt b/requirements-dev.txt
index 4c9725895d5e9..90788c5b5ad54 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -35,9 +35,9 @@ aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
 aws-cdk-cloud-assembly-schema==48.20.0
     # via aws-cdk-lib
-aws-cdk-lib==2.232.2
+aws-cdk-lib==2.233.0
     # via localstack-core
-aws-sam-translator==1.105.0
+aws-sam-translator==1.106.0
     # via
     #   cfn-lint
     #   localstack-core
@@ -201,7 +201,7 @@ joserfc==1.6.0
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core
-jsii==1.121.0
+jsii==1.122.0
     # via
     #   aws-cdk-asset-awscli-v1
     #   aws-cdk-asset-node-proxy-agent-v6
@@ -261,7 +261,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.18.post34
+moto-ext==5.1.18.post58
     # via localstack-core
 mpmath==1.3.0
     # via sympy
@@ -275,9 +275,9 @@ networkx==3.6.1
     # via
     #   cfn-lint
     #   localstack-core (pyproject.toml)
-nodeenv==1.9.1
+nodeenv==1.10.0
     # via pre-commit
-openapi-core==0.20.0
+openapi-core==0.22.0
     # via localstack-core
 openapi-schema-validator==0.6.3
     # via
@@ -305,8 +305,6 @@ packaging==25.0
     #   requirements-parser
 pandoc==2.4
     # via localstack-core (pyproject.toml)
-parse==1.20.2
-    # via openapi-core
 pathable==0.4.4
     # via jsonschema-path
 pathspec==0.12.1
@@ -328,7 +326,7 @@ ply==3.11
     #   jsonpath-ng
     #   jsonpath-rw
     #   pandoc
-pre-commit==4.5.0
+pre-commit==4.5.1
     # via localstack-core (pyproject.toml)
 priority==1.3.0
     # via
@@ -373,7 +371,7 @@ pyopenssl==25.3.0
     #   localstack-twisted
 pypandoc==1.16.2
     # via localstack-core (pyproject.toml)
-pyparsing==3.2.5
+pyparsing==3.3.1
     # via moto-ext
 pytest==8.4.2
     # via
@@ -456,7 +454,7 @@ rsa==4.7.2
     # via awscli
 rstr==3.2.2
     # via localstack-core (pyproject.toml)
-ruff==0.14.9
+ruff==0.14.10
     # via localstack-core (pyproject.toml)
 s3transfer==0.16.0
     # via
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index ce0bcaa9b09de..9cfb02dd8e7ec 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -25,7 +25,7 @@ attrs==25.4.0
     #   jsonschema
     #   localstack-twisted
     #   referencing
-aws-sam-translator==1.105.0
+aws-sam-translator==1.106.0
     # via
     #   cfn-lint
     #   localstack-core (pyproject.toml)
@@ -194,7 +194,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.18.post34
+moto-ext==5.1.18.post58
     # via localstack-core (pyproject.toml)
 mpmath==1.3.0
     # via sympy
@@ -202,7 +202,7 @@ multipart==1.3.0
     # via moto-ext
 networkx==3.6.1
     # via cfn-lint
-openapi-core==0.20.0
+openapi-core==0.22.0
     # via localstack-core
 openapi-schema-validator==0.6.3
     # via
@@ -221,8 +221,6 @@ packaging==25.0
     #   apispec
     #   incremental
     #   jpype1
-parse==1.20.2
-    # via openapi-core
 pathable==0.4.4
     # via jsonschema-path
 plux==1.13.0
@@ -265,7 +263,7 @@ pyopenssl==25.3.0
     #   localstack-core
     #   localstack-core (pyproject.toml)
     #   localstack-twisted
-pyparsing==3.2.5
+pyparsing==3.3.1
     # via moto-ext
 python-dateutil==2.9.0.post0
     # via
diff --git a/requirements-test.txt b/requirements-test.txt
index e3ddd83ea7cd0..2970d4458d9d0 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -35,9 +35,9 @@ aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
 aws-cdk-cloud-assembly-schema==48.20.0
     # via aws-cdk-lib
-aws-cdk-lib==2.232.2
+aws-cdk-lib==2.233.0
     # via localstack-core (pyproject.toml)
-aws-sam-translator==1.105.0
+aws-sam-translator==1.106.0
     # via
     #   cfn-lint
     #   localstack-core
@@ -182,7 +182,7 @@ joserfc==1.6.0
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core
-jsii==1.121.0
+jsii==1.122.0
     # via
     #   aws-cdk-asset-awscli-v1
     #   aws-cdk-asset-node-proxy-agent-v6
@@ -240,7 +240,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.18.post34
+moto-ext==5.1.18.post58
     # via localstack-core
 mpmath==1.3.0
     # via sympy
@@ -248,7 +248,7 @@ multipart==1.3.0
     # via moto-ext
 networkx==3.6.1
     # via cfn-lint
-openapi-core==0.20.0
+openapi-core==0.22.0
     # via localstack-core
 openapi-schema-validator==0.6.3
     # via
@@ -271,8 +271,6 @@ packaging==25.0
     #   jpype1
     #   pytest
     #   pytest-rerunfailures
-parse==1.20.2
-    # via openapi-core
 pathable==0.4.4
     # via jsonschema-path
 pluggy==1.6.0
@@ -328,7 +326,7 @@ pyopenssl==25.3.0
     # via
     #   localstack-core
     #   localstack-twisted
-pyparsing==3.2.5
+pyparsing==3.3.1
     # via moto-ext
 pytest==8.4.2
     # via
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index a7c5ce45c4fe5..ac4321476c269 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -35,9 +35,9 @@ aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
 aws-cdk-cloud-assembly-schema==48.20.0
     # via aws-cdk-lib
-aws-cdk-lib==2.232.2
+aws-cdk-lib==2.233.0
     # via localstack-core
-aws-sam-translator==1.105.0
+aws-sam-translator==1.106.0
     # via
     #   cfn-lint
     #   localstack-core
@@ -54,7 +54,7 @@ boto3==1.42.14
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-boto3-stubs==1.42.10
+boto3-stubs==1.42.15
     # via localstack-core (pyproject.toml)
 botocore==1.42.14
     # via
@@ -64,7 +64,7 @@ botocore==1.42.14
     #   localstack-core
     #   moto-ext
     #   s3transfer
-botocore-stubs==1.42.10
+botocore-stubs==1.42.15
     # via boto3-stubs
 cachetools==6.2.4
     # via
@@ -205,7 +205,7 @@ joserfc==1.6.0
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core
-jsii==1.121.0
+jsii==1.122.0
     # via
     #   aws-cdk-asset-awscli-v1
     #   aws-cdk-asset-node-proxy-agent-v6
@@ -265,7 +265,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.18.post34
+moto-ext==5.1.18.post58
     # via localstack-core
 mpmath==1.3.0
     # via sympy
@@ -335,11 +335,11 @@ mypy-boto3-dynamodb==1.42.3
     # via boto3-stubs
 mypy-boto3-dynamodbstreams==1.42.3
     # via boto3-stubs
-mypy-boto3-ec2==1.42.10
+mypy-boto3-ec2==1.42.15
     # via boto3-stubs
-mypy-boto3-ecr==1.42.3
+mypy-boto3-ecr==1.42.13
     # via boto3-stubs
-mypy-boto3-ecs==1.42.4
+mypy-boto3-ecs==1.42.13
     # via boto3-stubs
 mypy-boto3-efs==1.42.3
     # via boto3-stubs
@@ -353,7 +353,7 @@ mypy-boto3-elbv2==1.42.3
     # via boto3-stubs
 mypy-boto3-emr==1.42.3
     # via boto3-stubs
-mypy-boto3-emr-serverless==1.42.3
+mypy-boto3-emr-serverless==1.42.14
     # via boto3-stubs
 mypy-boto3-es==1.42.3
     # via boto3-stubs
@@ -371,7 +371,7 @@ mypy-boto3-iam==1.42.4
     # via boto3-stubs
 mypy-boto3-identitystore==1.42.5
     # via boto3-stubs
-mypy-boto3-iot==1.42.3
+mypy-boto3-iot==1.42.14
     # via boto3-stubs
 mypy-boto3-iot-data==1.42.3
     # via boto3-stubs
@@ -393,7 +393,7 @@ mypy-boto3-logs==1.42.10
     # via boto3-stubs
 mypy-boto3-managedblockchain==1.42.3
     # via boto3-stubs
-mypy-boto3-mediaconvert==1.42.3
+mypy-boto3-mediaconvert==1.42.12
     # via boto3-stubs
 mypy-boto3-mq==1.42.3
     # via boto3-stubs
@@ -401,7 +401,7 @@ mypy-boto3-mwaa==1.42.3
     # via boto3-stubs
 mypy-boto3-neptune==1.42.3
     # via boto3-stubs
-mypy-boto3-opensearch==1.42.7
+mypy-boto3-opensearch==1.42.13
     # via boto3-stubs
 mypy-boto3-organizations==1.42.8
     # via boto3-stubs
@@ -431,7 +431,7 @@ mypy-boto3-s3==1.42.10
     # via boto3-stubs
 mypy-boto3-s3control==1.42.3
     # via boto3-stubs
-mypy-boto3-sagemaker==1.42.3
+mypy-boto3-sagemaker==1.42.12
     # via boto3-stubs
 mypy-boto3-sagemaker-runtime==1.42.3
     # via boto3-stubs
@@ -443,7 +443,7 @@ mypy-boto3-servicediscovery==1.42.3
     # via boto3-stubs
 mypy-boto3-ses==1.42.3
     # via boto3-stubs
-mypy-boto3-sesv2==1.42.8
+mypy-boto3-sesv2==1.42.13
     # via boto3-stubs
 mypy-boto3-sns==1.42.3
     # via boto3-stubs
@@ -475,9 +475,9 @@ networkx==3.6.1
     # via
     #   cfn-lint
     #   localstack-core
-nodeenv==1.9.1
+nodeenv==1.10.0
     # via pre-commit
-openapi-core==0.20.0
+openapi-core==0.22.0
     # via localstack-core
 openapi-schema-validator==0.6.3
     # via
@@ -505,8 +505,6 @@ packaging==25.0
     #   requirements-parser
 pandoc==2.4
     # via localstack-core
-parse==1.20.2
-    # via openapi-core
 pathable==0.4.4
     # via jsonschema-path
 pathspec==0.12.1
@@ -528,7 +526,7 @@ ply==3.11
     #   jsonpath-ng
     #   jsonpath-rw
     #   pandoc
-pre-commit==4.5.0
+pre-commit==4.5.1
     # via localstack-core
 priority==1.3.0
     # via
@@ -573,7 +571,7 @@ pyopenssl==25.3.0
     #   localstack-twisted
 pypandoc==1.16.2
     # via localstack-core
-pyparsing==3.2.5
+pyparsing==3.3.1
     # via moto-ext
 pytest==8.4.2
     # via
@@ -656,7 +654,7 @@ rsa==4.7.2
     # via awscli
 rstr==3.2.2
     # via localstack-core
-ruff==0.14.9
+ruff==0.14.10
     # via localstack-core
 s3transfer==0.16.0
     # via

From 79001773f6ae4cc2addff393f5e865e0630cfb1b Mon Sep 17 00:00:00 2001
From: Anisa Oshafi <anisaoshafi@gmail.com>
Date: Tue, 23 Dec 2025 12:10:34 +0100
Subject: [PATCH 495/697] Lambda: add validations for PublishTo and inexistent
 capacity provider (#13519)

---
 .../localstack/services/lambda_/provider.py   | 20 +++++++++++++++++--
 1 file changed, 18 insertions(+), 2 deletions(-)

diff --git a/localstack-core/localstack/services/lambda_/provider.py b/localstack-core/localstack/services/lambda_/provider.py
index 4e7218ee1a424..49f7a80b7676b 100644
--- a/localstack-core/localstack/services/lambda_/provider.py
+++ b/localstack-core/localstack/services/lambda_/provider.py
@@ -461,6 +461,13 @@ def _validate_qualifier_expression(qualifier: str) -> None:
                 message=api_utils.construct_validation_exception_message(error_messages)
             )
 
+    @staticmethod
+    def _validate_publish_to(publish_to: str):
+        if publish_to != FunctionVersionLatestPublished.LATEST_PUBLISHED:
+            raise ValidationException(
+                message=f"1 validation error detected: Value '{publish_to}' at 'publishTo' failed to satisfy constraint: Member must satisfy enum value set: [LATEST_PUBLISHED]"
+            )
+
     @staticmethod
     def _resolve_fn_qualifier(resolved_fn: Function, qualifier: str | None) -> tuple[str, str]:
         """Attempts to resolve a given qualifier and returns a qualifier that exists or
@@ -1001,6 +1008,8 @@ def create_function(
             )
         if snap_start := request.get("SnapStart"):
             self._validate_snapstart(snap_start, runtime)
+        if publish_to := request.get("PublishTo"):
+            self._validate_publish_to(publish_to)
         state = lambda_stores[context_account_id][context_region]
 
         with self.create_fn_lock:
@@ -1404,6 +1413,9 @@ def update_function_configuration(
                 replace_kwargs["tracing_config_mode"] = new_mode
 
         if "CapacityProviderConfig" in request:
+            capacity_provider_config = request["CapacityProviderConfig"]
+            self._validate_capacity_provider_config(capacity_provider_config, context)
+
             if latest_version.config.CapacityProviderConfig and not request[
                 "CapacityProviderConfig"
             ].get("LambdaManagedInstancesCapacityProviderConfig"):
@@ -1479,6 +1491,9 @@ def update_function_code(
                 Type="User",
             )
 
+        if publish_to := request.get("PublishTo"):
+            self._validate_publish_to(publish_to)
+
         if zip_file := request.get("ZipFile"):
             code = store_lambda_archive(
                 archive_file=zip_file,
@@ -1542,8 +1557,7 @@ def update_function_code(
                 function_name=function_name,
                 region=region,
                 account_id=account_id,
-                # TODO: validations for PublishTo without Publish=True
-                publish_to=request.get("PublishTo"),
+                publish_to=publish_to,
                 is_active=True,
             )
         return api_utils.map_config_out(
@@ -1835,6 +1849,8 @@ def publish_version(
     ) -> FunctionConfiguration:
         account_id, region = api_utils.get_account_and_region(function_name, context)
         function_name = api_utils.get_function_name(function_name, context)
+        if publish_to:
+            self._validate_publish_to(publish_to)
         new_version = self._publish_version_from_existing_version(
             function_name=function_name,
             description=description,

From 960e5354f979c9e87df519dc68fa45ad69a4ca0d Mon Sep 17 00:00:00 2001
From: Anisa Oshafi <anisaoshafi@gmail.com>
Date: Tue, 23 Dec 2025 12:20:24 +0100
Subject: [PATCH 496/697] Lambda: adjust qualifier validation for integrations
 (#13517)

---
 localstack-core/localstack/services/lambda_/provider.py | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/localstack-core/localstack/services/lambda_/provider.py b/localstack-core/localstack/services/lambda_/provider.py
index 49f7a80b7676b..6d90a54e0de6d 100644
--- a/localstack-core/localstack/services/lambda_/provider.py
+++ b/localstack-core/localstack/services/lambda_/provider.py
@@ -2502,7 +2502,9 @@ def get_source_type_from_request(self, request: dict[str, Any]) -> str:
 
     @staticmethod
     def _validate_qualifier(qualifier: str) -> None:
-        if qualifier == "$LATEST" or (qualifier and api_utils.qualifier_is_version(qualifier)):
+        if qualifier in ["$LATEST", "$LATEST.PUBLISHED"] or (
+            qualifier and api_utils.qualifier_is_version(qualifier)
+        ):
             raise ValidationException(
                 f"1 validation error detected: Value '{qualifier}' at 'qualifier' failed to satisfy constraint: Member must satisfy regular expression pattern: ((?!^\\d+$)^[0-9a-zA-Z-_]+$)"
             )

From 449854d4429d0f81d769515eb574a667a8e9afba Mon Sep 17 00:00:00 2001
From: Giovanni Grano <me@giograno.com>
Date: Tue, 23 Dec 2025 18:24:40 +0100
Subject: [PATCH 497/697] Move dill to the runtime dependencies (#13508)

---
 pyproject.toml            | 2 +-
 requirements-basic.txt    | 2 --
 requirements-dev.txt      | 4 +---
 requirements-runtime.txt  | 4 +---
 requirements-test.txt     | 4 +---
 requirements-typehint.txt | 4 +---
 6 files changed, 5 insertions(+), 15 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index ce41d014cef2f..2f63c8650e675 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -16,7 +16,6 @@ dependencies = [
     "click>=8.2.0",
     "cachetools>=5.0",
     "cryptography",
-    "dill==0.3.6",
     "dnslib>=0.9.10",
     "dnspython>=1.16.0",
     "plux>=1.10",
@@ -58,6 +57,7 @@ base-runtime = [
     # transitive dependency of botocore, added to avoid specific version
     "awscrt>=0.13.14,!=0.27.1",
     "cbor2>=5.5.0",
+    "dill==0.3.6",
     "dnspython>=1.16.0",
     "docker>=6.1.1",
     "jsonpatch>=1.24",
diff --git a/requirements-basic.txt b/requirements-basic.txt
index 98d20369f62e4..f6f708597f8ab 100644
--- a/requirements-basic.txt
+++ b/requirements-basic.txt
@@ -18,8 +18,6 @@ click==8.3.1
     # via localstack-core (pyproject.toml)
 cryptography==46.0.3
     # via localstack-core (pyproject.toml)
-dill==0.3.6
-    # via localstack-core (pyproject.toml)
 dnslib==0.9.26
     # via localstack-core (pyproject.toml)
 dnspython==2.8.0
diff --git a/requirements-dev.txt b/requirements-dev.txt
index 90788c5b5ad54..1505c574a9112 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -120,9 +120,7 @@ deepdiff==8.6.1
 deptry==0.24.0
     # via localstack-core (pyproject.toml)
 dill==0.3.6
-    # via
-    #   localstack-core
-    #   localstack-core (pyproject.toml)
+    # via localstack-core
 distlib==0.4.0
     # via virtualenv
 dnslib==0.9.26
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index 9cfb02dd8e7ec..64f0790a6805b 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -87,9 +87,7 @@ cryptography==46.0.3
 decorator==5.2.1
     # via jsonpath-rw
 dill==0.3.6
-    # via
-    #   localstack-core
-    #   localstack-core (pyproject.toml)
+    # via localstack-core
 dnslib==0.9.26
     # via
     #   localstack-core
diff --git a/requirements-test.txt b/requirements-test.txt
index 2970d4458d9d0..0440fdf149511 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -109,9 +109,7 @@ decorator==5.2.1
 deepdiff==8.6.1
     # via localstack-snapshot
 dill==0.3.6
-    # via
-    #   localstack-core
-    #   localstack-core (pyproject.toml)
+    # via localstack-core
 dnslib==0.9.26
     # via
     #   localstack-core
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index ac4321476c269..835c88c912325 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -124,9 +124,7 @@ deepdiff==8.6.1
 deptry==0.24.0
     # via localstack-core
 dill==0.3.6
-    # via
-    #   localstack-core
-    #   localstack-core (pyproject.toml)
+    # via localstack-core
 distlib==0.4.0
     # via virtualenv
 dnslib==0.9.26

From 2417384aaf971594c9ee6a4aa78991652db8a8b9 Mon Sep 17 00:00:00 2001
From: Giovanni Grano <me@giograno.com>
Date: Tue, 23 Dec 2025 19:23:45 +0100
Subject: [PATCH 498/697] Fix KMS model annotations (#13563)

---
 localstack-core/localstack/services/kms/models.py | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/localstack-core/localstack/services/kms/models.py b/localstack-core/localstack/services/kms/models.py
index 3c970a61ddee1..55bffccff7d92 100644
--- a/localstack-core/localstack/services/kms/models.py
+++ b/localstack-core/localstack/services/kms/models.py
@@ -293,8 +293,9 @@ class KmsKey:
     policy: str
     is_key_rotation_enabled: bool
     rotation_period_in_days: int
-    next_rotation_date: datetime.datetime
+    next_rotation_date: datetime.datetime | None
     previous_keys: list[str]
+    _internal_key_id: uuid.UUID
 
     def __init__(
         self,

From 225bb34659042fec7e4a5773f0f9b6a501ccaaaa Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Mon, 29 Dec 2025 10:20:04 +0100
Subject: [PATCH 499/697] Update ASF APIs (#13567)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
---
 .../localstack/aws/api/config/__init__.py     | 93 +++++++++++++++++++
 .../localstack/aws/api/ec2/__init__.py        |  3 +
 pyproject.toml                                |  6 +-
 requirements-base-runtime.txt                 |  4 +-
 requirements-dev.txt                          |  6 +-
 requirements-runtime.txt                      |  6 +-
 requirements-test.txt                         |  6 +-
 requirements-typehint.txt                     |  6 +-
 8 files changed, 113 insertions(+), 17 deletions(-)

diff --git a/localstack-core/localstack/aws/api/config/__init__.py b/localstack-core/localstack/aws/api/config/__init__.py
index 93d7fe2323430..32dd07386f082 100644
--- a/localstack-core/localstack/aws/api/config/__init__.py
+++ b/localstack-core/localstack/aws/api/config/__init__.py
@@ -780,6 +780,99 @@ class ResourceType(StrEnum):
     AWS_SageMaker_InferenceExperiment = "AWS::SageMaker::InferenceExperiment"
     AWS_SecurityHub_Standard = "AWS::SecurityHub::Standard"
     AWS_Transfer_Profile = "AWS::Transfer::Profile"
+    AWS_CloudFormation_StackSet = "AWS::CloudFormation::StackSet"
+    AWS_MediaPackageV2_Channel = "AWS::MediaPackageV2::Channel"
+    AWS_S3_AccessGrantsLocation = "AWS::S3::AccessGrantsLocation"
+    AWS_S3_AccessGrant = "AWS::S3::AccessGrant"
+    AWS_S3_AccessGrantsInstance = "AWS::S3::AccessGrantsInstance"
+    AWS_EMRServerless_Application = "AWS::EMRServerless::Application"
+    AWS_Config_AggregationAuthorization = "AWS::Config::AggregationAuthorization"
+    AWS_Bedrock_ApplicationInferenceProfile = "AWS::Bedrock::ApplicationInferenceProfile"
+    AWS_ApiGatewayV2_Integration = "AWS::ApiGatewayV2::Integration"
+    AWS_SageMaker_MlflowTrackingServer = "AWS::SageMaker::MlflowTrackingServer"
+    AWS_SageMaker_ModelBiasJobDefinition = "AWS::SageMaker::ModelBiasJobDefinition"
+    AWS_SecretsManager_RotationSchedule = "AWS::SecretsManager::RotationSchedule"
+    AWS_Deadline_QueueFleetAssociation = "AWS::Deadline::QueueFleetAssociation"
+    AWS_ECR_RepositoryCreationTemplate = "AWS::ECR::RepositoryCreationTemplate"
+    AWS_CloudFormation_LambdaHook = "AWS::CloudFormation::LambdaHook"
+    AWS_EC2_SubnetNetworkAclAssociation = "AWS::EC2::SubnetNetworkAclAssociation"
+    AWS_ApiGateway_UsagePlan = "AWS::ApiGateway::UsagePlan"
+    AWS_AppConfig_Extension = "AWS::AppConfig::Extension"
+    AWS_Deadline_Fleet = "AWS::Deadline::Fleet"
+    AWS_EMR_Studio = "AWS::EMR::Studio"
+    AWS_S3Tables_TableBucket = "AWS::S3Tables::TableBucket"
+    AWS_CloudFront_RealtimeLogConfig = "AWS::CloudFront::RealtimeLogConfig"
+    AWS_BackupGateway_Hypervisor = "AWS::BackupGateway::Hypervisor"
+    AWS_BCMDataExports_Export = "AWS::BCMDataExports::Export"
+    AWS_CloudFormation_GuardHook = "AWS::CloudFormation::GuardHook"
+    AWS_CloudFront_PublicKey = "AWS::CloudFront::PublicKey"
+    AWS_CloudTrail_EventDataStore = "AWS::CloudTrail::EventDataStore"
+    AWS_EntityResolution_IdMappingWorkflow = "AWS::EntityResolution::IdMappingWorkflow"
+    AWS_EntityResolution_SchemaMapping = "AWS::EntityResolution::SchemaMapping"
+    AWS_IoT_DomainConfiguration = "AWS::IoT::DomainConfiguration"
+    AWS_PCAConnectorAD_DirectoryRegistration = "AWS::PCAConnectorAD::DirectoryRegistration"
+    AWS_RDS_Integration = "AWS::RDS::Integration"
+    AWS_Config_ConformancePack = "AWS::Config::ConformancePack"
+    AWS_RolesAnywhere_Profile = "AWS::RolesAnywhere::Profile"
+    AWS_CodeArtifact_Domain = "AWS::CodeArtifact::Domain"
+    AWS_Backup_RestoreTestingPlan = "AWS::Backup::RestoreTestingPlan"
+    AWS_Config_StoredQuery = "AWS::Config::StoredQuery"
+    AWS_SageMaker_DataQualityJobDefinition = "AWS::SageMaker::DataQualityJobDefinition"
+    AWS_SageMaker_ModelExplainabilityJobDefinition = (
+        "AWS::SageMaker::ModelExplainabilityJobDefinition"
+    )
+    AWS_SageMaker_ModelQualityJobDefinition = "AWS::SageMaker::ModelQualityJobDefinition"
+    AWS_SageMaker_StudioLifecycleConfig = "AWS::SageMaker::StudioLifecycleConfig"
+    AWS_SES_DedicatedIpPool = "AWS::SES::DedicatedIpPool"
+    AWS_SES_MailManagerTrafficPolicy = "AWS::SES::MailManagerTrafficPolicy"
+    AWS_SSM_ResourceDataSync = "AWS::SSM::ResourceDataSync"
+    AWS_BedrockAgentCore_Runtime = "AWS::BedrockAgentCore::Runtime"
+    AWS_BedrockAgentCore_BrowserCustom = "AWS::BedrockAgentCore::BrowserCustom"
+    AWS_ElasticLoadBalancingV2_TargetGroup = "AWS::ElasticLoadBalancingV2::TargetGroup"
+    AWS_EMRContainers_VirtualCluster = "AWS::EMRContainers::VirtualCluster"
+    AWS_EntityResolution_MatchingWorkflow = "AWS::EntityResolution::MatchingWorkflow"
+    AWS_IoTCoreDeviceAdvisor_SuiteDefinition = "AWS::IoTCoreDeviceAdvisor::SuiteDefinition"
+    AWS_EC2_SecurityGroupVpcAssociation = "AWS::EC2::SecurityGroupVpcAssociation"
+    AWS_EC2_VerifiedAccessInstance = "AWS::EC2::VerifiedAccessInstance"
+    AWS_KafkaConnect_CustomPlugin = "AWS::KafkaConnect::CustomPlugin"
+    AWS_NetworkManager_TransitGatewayPeering = "AWS::NetworkManager::TransitGatewayPeering"
+    AWS_OpenSearchServerless_SecurityConfig = "AWS::OpenSearchServerless::SecurityConfig"
+    AWS_Redshift_Integration = "AWS::Redshift::Integration"
+    AWS_RolesAnywhere_TrustAnchor = "AWS::RolesAnywhere::TrustAnchor"
+    AWS_Route53Profiles_ProfileAssociation = "AWS::Route53Profiles::ProfileAssociation"
+    AWS_SSMIncidents_ResponsePlan = "AWS::SSMIncidents::ResponsePlan"
+    AWS_Transfer_Server = "AWS::Transfer::Server"
+    AWS_Glue_Database = "AWS::Glue::Database"
+    AWS_Organizations_OrganizationalUnit = "AWS::Organizations::OrganizationalUnit"
+    AWS_EC2_IPAMPoolCidr = "AWS::EC2::IPAMPoolCidr"
+    AWS_EC2_VPCGatewayAttachment = "AWS::EC2::VPCGatewayAttachment"
+    AWS_Bedrock_Prompt = "AWS::Bedrock::Prompt"
+    AWS_Comprehend_Flywheel = "AWS::Comprehend::Flywheel"
+    AWS_DataSync_Agent = "AWS::DataSync::Agent"
+    AWS_MediaTailor_LiveSource = "AWS::MediaTailor::LiveSource"
+    AWS_MSK_ServerlessCluster = "AWS::MSK::ServerlessCluster"
+    AWS_IoTSiteWise_Asset = "AWS::IoTSiteWise::Asset"
+    AWS_B2BI_Capability = "AWS::B2BI::Capability"
+    AWS_CloudFront_KeyValueStore = "AWS::CloudFront::KeyValueStore"
+    AWS_Deadline_Monitor = "AWS::Deadline::Monitor"
+    AWS_GuardDuty_MalwareProtectionPlan = "AWS::GuardDuty::MalwareProtectionPlan"
+    AWS_Location_APIKey = "AWS::Location::APIKey"
+    AWS_MediaPackageV2_OriginEndpoint = "AWS::MediaPackageV2::OriginEndpoint"
+    AWS_PCAConnectorAD_Connector = "AWS::PCAConnectorAD::Connector"
+    AWS_S3Tables_TableBucketPolicy = "AWS::S3Tables::TableBucketPolicy"
+    AWS_SecretsManager_ResourcePolicy = "AWS::SecretsManager::ResourcePolicy"
+    AWS_SSMContacts_Contact = "AWS::SSMContacts::Contact"
+    AWS_IoT_ThingGroup = "AWS::IoT::ThingGroup"
+    AWS_ImageBuilder_LifecyclePolicy = "AWS::ImageBuilder::LifecyclePolicy"
+    AWS_GameLift_Build = "AWS::GameLift::Build"
+    AWS_ECR_ReplicationConfiguration = "AWS::ECR::ReplicationConfiguration"
+    AWS_EC2_SubnetCidrBlock = "AWS::EC2::SubnetCidrBlock"
+    AWS_Connect_SecurityProfile = "AWS::Connect::SecurityProfile"
+    AWS_CleanRoomsML_TrainingDataset = "AWS::CleanRoomsML::TrainingDataset"
+    AWS_AppStream_AppBlockBuilder = "AWS::AppStream::AppBlockBuilder"
+    AWS_Route53_DNSSEC = "AWS::Route53::DNSSEC"
+    AWS_SageMaker_UserProfile = "AWS::SageMaker::UserProfile"
+    AWS_ApiGateway_Method = "AWS::ApiGateway::Method"
 
 
 class ResourceValueType(StrEnum):
diff --git a/localstack-core/localstack/aws/api/ec2/__init__.py b/localstack-core/localstack/aws/api/ec2/__init__.py
index e9e23668d0523..a82fa32c4a546 100644
--- a/localstack-core/localstack/aws/api/ec2/__init__.py
+++ b/localstack-core/localstack/aws/api/ec2/__init__.py
@@ -9832,6 +9832,7 @@ class CreatePlacementGroupRequest(ServiceRequest):
     PartitionCount: Integer | None
     TagSpecifications: TagSpecificationList | None
     SpreadLevel: SpreadLevel | None
+    LinkedGroupId: PlacementGroupId | None
     DryRun: Boolean | None
     GroupName: String | None
     Strategy: PlacementStrategy | None
@@ -9846,6 +9847,7 @@ class PlacementGroup(TypedDict, total=False):
     Tags: TagList | None
     GroupArn: String | None
     SpreadLevel: SpreadLevel | None
+    LinkedGroupId: PlacementGroupId | None
 
 
 class CreatePlacementGroupResult(TypedDict, total=False):
@@ -24224,6 +24226,7 @@ def create_placement_group(
         partition_count: Integer | None = None,
         tag_specifications: TagSpecificationList | None = None,
         spread_level: SpreadLevel | None = None,
+        linked_group_id: PlacementGroupId | None = None,
         dry_run: Boolean | None = None,
         group_name: String | None = None,
         strategy: PlacementStrategy | None = None,
diff --git a/pyproject.toml b/pyproject.toml
index 2f63c8650e675..c2a5dc130a8fc 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -51,9 +51,9 @@ Issues = "https://github.com/localstack/localstack/issues"
 # minimal required to actually run localstack on the host for services natively implemented in python
 base-runtime = [
     # pinned / updated by ASF update action
-    "boto3==1.42.14",
+    "boto3==1.42.17",
     # pinned / updated by ASF update action
-    "botocore==1.42.14",
+    "botocore==1.42.17",
     # transitive dependency of botocore, added to avoid specific version
     "awscrt>=0.13.14,!=0.27.1",
     "cbor2>=5.5.0",
@@ -82,7 +82,7 @@ base-runtime = [
 runtime = [
     "localstack-core[base-runtime]",
     # pinned / updated by ASF update action
-    "awscli==1.44.4",
+    "awscli==1.44.7",
     "airspeed-ext>=0.6.3",
     # antlr4-python3-runtime: exact pin because antlr4 runtime is tightly coupled to the generated parser code
     "antlr4-python3-runtime==4.13.2",
diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index 9606b498ff16a..927bf094f8c60 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -13,9 +13,9 @@ attrs==25.4.0
     #   referencing
 awscrt==0.30.0
     # via localstack-core (pyproject.toml)
-boto3==1.42.14
+boto3==1.42.17
     # via localstack-core (pyproject.toml)
-botocore==1.42.14
+botocore==1.42.17
     # via
     #   boto3
     #   localstack-core (pyproject.toml)
diff --git a/requirements-dev.txt b/requirements-dev.txt
index 1505c574a9112..0091f009a14e3 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -44,17 +44,17 @@ aws-sam-translator==1.106.0
     #   moto-ext
 aws-xray-sdk==2.15.0
     # via moto-ext
-awscli==1.44.4
+awscli==1.44.7
     # via localstack-core
 awscrt==0.30.0
     # via localstack-core
-boto3==1.42.14
+boto3==1.42.17
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.42.14
+botocore==1.42.17
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index 64f0790a6805b..fe7cbeb88ccf4 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -32,17 +32,17 @@ aws-sam-translator==1.106.0
     #   moto-ext
 aws-xray-sdk==2.15.0
     # via moto-ext
-awscli==1.44.4
+awscli==1.44.7
     # via localstack-core (pyproject.toml)
 awscrt==0.30.0
     # via localstack-core
-boto3==1.42.14
+boto3==1.42.17
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.42.14
+botocore==1.42.17
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-test.txt b/requirements-test.txt
index 0440fdf149511..1dbbf93757fa2 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -44,17 +44,17 @@ aws-sam-translator==1.106.0
     #   moto-ext
 aws-xray-sdk==2.15.0
     # via moto-ext
-awscli==1.44.4
+awscli==1.44.7
     # via localstack-core
 awscrt==0.30.0
     # via localstack-core
-boto3==1.42.14
+boto3==1.42.17
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.42.14
+botocore==1.42.17
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index 835c88c912325..28b6441bbe9c2 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -44,11 +44,11 @@ aws-sam-translator==1.106.0
     #   moto-ext
 aws-xray-sdk==2.15.0
     # via moto-ext
-awscli==1.44.4
+awscli==1.44.7
     # via localstack-core
 awscrt==0.30.0
     # via localstack-core
-boto3==1.42.14
+boto3==1.42.17
     # via
     #   aws-sam-translator
     #   kclpy-ext
@@ -56,7 +56,7 @@ boto3==1.42.14
     #   moto-ext
 boto3-stubs==1.42.15
     # via localstack-core (pyproject.toml)
-botocore==1.42.14
+botocore==1.42.17
     # via
     #   aws-xray-sdk
     #   awscli

From f8c65a07913e0482c6fb89b6b667d598708fcdf3 Mon Sep 17 00:00:00 2001
From: Aiden Huynh <115724666+aidehn@users.noreply.github.com>
Date: Mon, 29 Dec 2025 13:37:19 +0000
Subject: [PATCH 500/697] IAM: Update `create_user_with_policy` fixture
 (#13568)

---
 localstack-core/localstack/testing/pytest/fixtures.py | 10 ++++++----
 1 file changed, 6 insertions(+), 4 deletions(-)

diff --git a/localstack-core/localstack/testing/pytest/fixtures.py b/localstack-core/localstack/testing/pytest/fixtures.py
index 6fdb4fe6cd445..8e3af00bad5d5 100644
--- a/localstack-core/localstack/testing/pytest/fixtures.py
+++ b/localstack-core/localstack/testing/pytest/fixtures.py
@@ -33,7 +33,7 @@
     LocalAttribute,
 )
 from localstack.testing.aws.cloudformation_utils import load_template_file, render_template
-from localstack.testing.aws.util import get_lambda_logs, is_aws_cloud
+from localstack.testing.aws.util import get_lambda_logs, is_aws_cloud, wait_for_user
 from localstack.testing.config import (
     SECONDARY_TEST_AWS_ACCOUNT_ID,
     SECONDARY_TEST_AWS_REGION_NAME,
@@ -2396,13 +2396,15 @@ def _create_role_with_policy(
 
 
 @pytest.fixture
-def create_user_with_policy(create_policy_generated_document, create_user, aws_client):
-    def _create_user_with_policy(effect, actions, resource=None):
+def create_user_with_policy(create_policy_generated_document, create_user, aws_client, region_name):
+    def _create_user_with_policy(effect, actions, resource=None, user_name=None):
         policy_arn = create_policy_generated_document(effect, actions, resource=resource)
-        username = f"user-{short_uid()}"
+        username = user_name or f"user-{short_uid()}"
         create_user(UserName=username)
         aws_client.iam.attach_user_policy(UserName=username, PolicyArn=policy_arn)
         keys = aws_client.iam.create_access_key(UserName=username)["AccessKey"]
+
+        wait_for_user(keys=keys, region_name=region_name)
         return username, keys
 
     return _create_user_with_policy

From 9166eee94169ca96d85c737c59740cd7bd0ef26f Mon Sep 17 00:00:00 2001
From: Shubh Kesharwani <95687419+shubhiscoding@users.noreply.github.com>
Date: Fri, 2 Jan 2026 18:58:17 +0530
Subject: [PATCH 501/697] feat: add validation for SNS batch entry IDs and
 corresponding tests (#13556)

---
 .../localstack/services/sns/constants.py      |  1 +
 .../localstack/services/sns/provider.py       | 28 ++++++
 .../localstack/services/sns/v2/provider.py    | 13 +++
 tests/aws/services/sns/test_sns.py            | 86 +++++++++++++++++++
 tests/aws/services/sns/test_sns.snapshot.json | 75 ++++++++++++++++
 .../aws/services/sns/test_sns.validation.json |  9 ++
 6 files changed, 212 insertions(+)

diff --git a/localstack-core/localstack/services/sns/constants.py b/localstack-core/localstack/services/sns/constants.py
index e4c6ca81c7f22..159d8b2353449 100644
--- a/localstack-core/localstack/services/sns/constants.py
+++ b/localstack-core/localstack/services/sns/constants.py
@@ -42,6 +42,7 @@
 ATTR_TYPE_REGEX = re.compile(r"^(String|Number|Binary)\..+$")
 VALID_MSG_ATTR_NAME_CHARS = set(ascii_letters + digits + "." + "-" + "_")
 E164_REGEX = re.compile(r"^\+?[1-9]\d{1,14}$")
+BATCH_ENTRY_ID_REGEX = re.compile(r"^[a-zA-Z0-9_-]+$")
 
 
 GCM_URL = "https://fcm.googleapis.com/fcm/send"
diff --git a/localstack-core/localstack/services/sns/provider.py b/localstack-core/localstack/services/sns/provider.py
index ce9efcc0a28d0..93af507bf90b0 100644
--- a/localstack-core/localstack/services/sns/provider.py
+++ b/localstack-core/localstack/services/sns/provider.py
@@ -23,6 +23,7 @@
     EndpointDisabledException,
     GetSubscriptionAttributesResponse,
     GetTopicAttributesResponse,
+    InvalidBatchEntryIdException,
     InvalidParameterException,
     InvalidParameterValueException,
     ListSubscriptionsByTopicResponse,
@@ -218,6 +219,10 @@ def publish_batch(
                 "Two or more batch entries in the request have the same Id."
             )
 
+        # Validate each batch entry ID according to AWS specifications
+        for entry_id in ids:
+            validate_batch_entry_id(entry_id)
+
         response: PublishBatchResponse = {"Successful": [], "Failed": []}
 
         # TODO: write AWS validated tests with FilterPolicy and batching
@@ -1047,6 +1052,29 @@ def validate_message_attribute_name(name: str) -> None:
                 )
 
 
+def validate_batch_entry_id(entry_id: str) -> None:
+    """
+    Validate the batch entry ID according to AWS specifications.
+    The ID can only contain alphanumeric characters, hyphens, and underscores,
+    and must be between 1 and 80 characters in length.
+    See: https://docs.aws.amazon.com/sns/latest/api/API_PublishBatchRequestEntry.html
+
+    :param entry_id: the batch entry ID to validate
+    :raises InvalidBatchEntryIdException: if the ID does not conform to the spec
+    """
+    # Check length constraint (1-80 characters)
+    if len(entry_id) > 80:
+        raise InvalidBatchEntryIdException(
+            f"The Id of a batch entry in the batch request is too long: {entry_id}"
+        )
+
+    # Check character pattern (alphanumeric, hyphen, underscore only)
+    if not sns_constants.BATCH_ENTRY_ID_REGEX.match(entry_id):
+        raise InvalidBatchEntryIdException(
+            f"The Id of a batch entry in the batch request contains an impermissible character: {entry_id}"
+        )
+
+
 def extract_tags(
     topic_arn: str, tags: TagList, is_create_topic_request: bool, store: SnsStore
 ) -> bool:
diff --git a/localstack-core/localstack/services/sns/v2/provider.py b/localstack-core/localstack/services/sns/v2/provider.py
index 9cdf2db6bc2e0..f6941affbf1d6 100644
--- a/localstack-core/localstack/services/sns/v2/provider.py
+++ b/localstack-core/localstack/services/sns/v2/provider.py
@@ -27,6 +27,7 @@
     GetSMSAttributesResponse,
     GetSubscriptionAttributesResponse,
     GetTopicAttributesResponse,
+    InvalidBatchEntryIdException,
     InvalidParameterException,
     InvalidParameterValueException,
     ListEndpointsByPlatformApplicationResponse,
@@ -82,6 +83,7 @@
 from localstack.services.sns.certificate import SNS_SERVER_CERT
 from localstack.services.sns.constants import (
     ATTR_TYPE_REGEX,
+    BATCH_ENTRY_ID_REGEX,
     DUMMY_SUBSCRIPTION_PRINCIPAL,
     MAXIMUM_MESSAGE_LENGTH,
     MSG_ATTR_NAME_REGEX,
@@ -773,6 +775,17 @@ def publish_batch(
                 "Two or more batch entries in the request have the same Id."
             )
 
+        # Validate each entry ID
+        for entry_id in ids:
+            if len(entry_id) > 80:
+                raise InvalidBatchEntryIdException(
+                    f"The Id of a batch entry in the batch request is too long: {entry_id}"
+                )
+            if not BATCH_ENTRY_ID_REGEX.match(entry_id):
+                raise InvalidBatchEntryIdException(
+                    f"The Id of a batch entry in the batch request contains an impermissible character: {entry_id}"
+                )
+
         response: PublishBatchResponse = {"Successful": [], "Failed": []}
 
         # TODO: write AWS validated tests with FilterPolicy and batching
diff --git a/tests/aws/services/sns/test_sns.py b/tests/aws/services/sns/test_sns.py
index c27c5bce2f827..0b0ef5fe65689 100644
--- a/tests/aws/services/sns/test_sns.py
+++ b/tests/aws/services/sns/test_sns.py
@@ -991,6 +991,92 @@ def test_publish_batch_too_long_message(self, sns_create_topic, snapshot, aws_cl
         )
         assert publish_batch["ResponseMetadata"]["HTTPStatusCode"] == 200
 
+    @markers.aws.validated
+    def test_publish_batch_invalid_entry_id(self, sns_create_topic, snapshot, aws_client):
+        """Test validation of batch entry ID according to AWS specifications.
+
+        Entry IDs must:
+        - Only contain alphanumeric characters, hyphens, and underscores
+        - Be at most 80 characters long
+        """
+        topic_arn = sns_create_topic()["TopicArn"]
+
+        # Test 1: ID with invalid character (dot)
+        with pytest.raises(ClientError) as e:
+            aws_client.sns.publish_batch(
+                TopicArn=topic_arn,
+                PublishBatchRequestEntries=[
+                    {
+                        "Id": "message.id",
+                        "Message": "test message",
+                    }
+                ],
+            )
+        snapshot.match("invalid-char-dot", e.value.response)
+
+        # Test 2: ID with multiple invalid characters
+        with pytest.raises(ClientError) as e:
+            aws_client.sns.publish_batch(
+                TopicArn=topic_arn,
+                PublishBatchRequestEntries=[
+                    {
+                        "Id": "msg@123#test",
+                        "Message": "test message",
+                    }
+                ],
+            )
+        snapshot.match("invalid-char-special", e.value.response)
+
+        # Test 3: ID that is too long (81 characters)
+        with pytest.raises(ClientError) as e:
+            aws_client.sns.publish_batch(
+                TopicArn=topic_arn,
+                PublishBatchRequestEntries=[
+                    {
+                        "Id": "a" * 81,
+                        "Message": "test message",
+                    }
+                ],
+            )
+        snapshot.match("id-too-long-81", e.value.response)
+
+        # Test 4: ID that is way too long (91 characters)
+        with pytest.raises(ClientError) as e:
+            aws_client.sns.publish_batch(
+                TopicArn=topic_arn,
+                PublishBatchRequestEntries=[
+                    {
+                        "Id": "myreallyreallyreallyreallyreallyreallyreallyreallyreallyreallyreallyreallyreallylongid",
+                        "Message": "test message",
+                    }
+                ],
+            )
+        snapshot.match("id-too-long-91", e.value.response)
+
+        # Test 5: Valid ID with exactly 80 characters (should succeed)
+        publish_batch_response = aws_client.sns.publish_batch(
+            TopicArn=topic_arn,
+            PublishBatchRequestEntries=[
+                {
+                    "Id": "a" * 80,
+                    "Message": "test message",
+                }
+            ],
+        )
+        snapshot.match("valid-id-80-chars", publish_batch_response)
+
+        # Test 6: Valid ID with allowed characters (should succeed)
+        publish_batch_response = aws_client.sns.publish_batch(
+            TopicArn=topic_arn,
+            PublishBatchRequestEntries=[
+                {
+                    "Id": "valid-message_123",
+                    "Message": "test message",
+                }
+            ],
+        )
+        snapshot.match("valid-id-with-hyphen-underscore", publish_batch_response)
+
     @markers.aws.validated
     def test_message_structure_json_exc(self, sns_create_topic, snapshot, aws_client):
         topic_arn = sns_create_topic()["TopicArn"]
diff --git a/tests/aws/services/sns/test_sns.snapshot.json b/tests/aws/services/sns/test_sns.snapshot.json
index 38913b8623074..66d1f6dcfdd56 100644
--- a/tests/aws/services/sns/test_sns.snapshot.json
+++ b/tests/aws/services/sns/test_sns.snapshot.json
@@ -7185,5 +7185,80 @@
         }
       }
     }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSPublishCrud::test_publish_batch_invalid_entry_id": {
+    "recorded-date": "23-12-2025, 17:39:15",
+    "recorded-content": {
+      "invalid-char-dot": {
+        "Error": {
+          "Code": "InvalidBatchEntryId",
+          "Message": "The Id of a batch entry in the batch request contains an impermissible character: message.id",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "invalid-char-special": {
+        "Error": {
+          "Code": "InvalidBatchEntryId",
+          "Message": "The Id of a batch entry in the batch request contains an impermissible character: msg@123#test",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "id-too-long-81": {
+        "Error": {
+          "Code": "InvalidBatchEntryId",
+          "Message": "The Id of a batch entry in the batch request is too long: aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "id-too-long-91": {
+        "Error": {
+          "Code": "InvalidBatchEntryId",
+          "Message": "The Id of a batch entry in the batch request is too long: myreallyreallyreallyreallyreallyreallyreallyreallyreallyreallyreallyreallyreallylongid",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "valid-id-80-chars": {
+        "Failed": [],
+        "Successful": [
+          {
+            "Id": "aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa",
+            "MessageId": "<uuid:1>"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "valid-id-with-hyphen-underscore": {
+        "Failed": [],
+        "Successful": [
+          {
+            "Id": "valid-message_123",
+            "MessageId": "<uuid:2>"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/sns/test_sns.validation.json b/tests/aws/services/sns/test_sns.validation.json
index 76bde05649b7d..bb0edd2878cd1 100644
--- a/tests/aws/services/sns/test_sns.validation.json
+++ b/tests/aws/services/sns/test_sns.validation.json
@@ -554,6 +554,15 @@
       "total": 1.13
     }
   },
+  "tests/aws/services/sns/test_sns.py::TestSNSPublishCrud::test_publish_batch_invalid_entry_id": {
+    "last_validated_date": "2025-12-23T17:39:15+00:00",
+    "durations_in_seconds": {
+      "setup": 5.45,
+      "call": 1.98,
+      "teardown": 0.16,
+      "total": 7.59
+    }
+  },
   "tests/aws/services/sns/test_sns.py::TestSNSPublishCrud::test_publish_batch_too_long_message": {
     "last_validated_date": "2025-11-19T12:41:05+00:00",
     "durations_in_seconds": {

From 6269d348d072a8eaafdcb76bd5a7b9a1a9d74a9f Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Fri, 2 Jan 2026 16:26:54 +0100
Subject: [PATCH 502/697] Upgrade pinned Python dependencies (#13571)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
Co-authored-by: Benjamin Simon <benjh.simon@gmail.com>
---
 localstack-core/localstack/dns/server.py |  2 +-
 requirements-base-runtime.txt            |  2 +-
 requirements-basic.txt                   |  2 +-
 requirements-dev.txt                     |  8 ++++----
 requirements-runtime.txt                 |  2 +-
 requirements-test.txt                    |  6 +++---
 requirements-typehint.txt                | 14 +++++++-------
 7 files changed, 18 insertions(+), 18 deletions(-)

diff --git a/localstack-core/localstack/dns/server.py b/localstack-core/localstack/dns/server.py
index 78e43b2bfc7ef..9ab09bed763aa 100644
--- a/localstack-core/localstack/dns/server.py
+++ b/localstack-core/localstack/dns/server.py
@@ -34,7 +34,7 @@
     DNSRecord,
 )
 from dnslib.server import DNSHandler, DNSServer
-from psutil._common import snicaddr
+from psutil._ntuples import snicaddr
 
 import dns.flags
 import dns.message
diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index 927bf094f8c60..5ad5eaf5683f0 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -125,7 +125,7 @@ priority==1.3.0
     # via
     #   hypercorn
     #   localstack-twisted
-psutil==7.1.3
+psutil==7.2.1
     # via localstack-core (pyproject.toml)
 pycparser==2.23
     # via cffi
diff --git a/requirements-basic.txt b/requirements-basic.txt
index f6f708597f8ab..cd0dcca597c9f 100644
--- a/requirements-basic.txt
+++ b/requirements-basic.txt
@@ -30,7 +30,7 @@ mdurl==0.1.2
     # via markdown-it-py
 plux==1.13.0
     # via localstack-core (pyproject.toml)
-psutil==7.1.3
+psutil==7.2.1
     # via localstack-core (pyproject.toml)
 pycparser==2.23
     # via cffi
diff --git a/requirements-dev.txt b/requirements-dev.txt
index 0091f009a14e3..deea0980f9b82 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -96,7 +96,7 @@ constantly==23.10.4
     # via localstack-twisted
 constructs==10.4.4
     # via aws-cdk-lib
-coverage==7.13.0
+coverage==7.13.1
     # via
     #   coveralls
     #   localstack-core
@@ -199,7 +199,7 @@ joserfc==1.6.0
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core
-jsii==1.122.0
+jsii==1.123.0
     # via
     #   aws-cdk-asset-awscli-v1
     #   aws-cdk-asset-node-proxy-agent-v6
@@ -243,7 +243,7 @@ kclpy-ext==3.0.5
     # via localstack-core
 lazy-object-proxy==1.12.0
     # via openapi-spec-validator
-librt==0.7.4
+librt==0.7.5
     # via mypy
 localstack-snapshot==0.3.2
     # via localstack-core
@@ -332,7 +332,7 @@ priority==1.3.0
     #   localstack-twisted
 protobuf==6.33.2
     # via opensearch-protobufs
-psutil==7.1.3
+psutil==7.2.1
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index fe7cbeb88ccf4..1b46c9e577741 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -235,7 +235,7 @@ priority==1.3.0
     #   localstack-twisted
 protobuf==6.33.2
     # via opensearch-protobufs
-psutil==7.1.3
+psutil==7.2.1
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
diff --git a/requirements-test.txt b/requirements-test.txt
index 1dbbf93757fa2..ff919bd9511eb 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -93,7 +93,7 @@ constantly==23.10.4
     # via localstack-twisted
 constructs==10.4.4
     # via aws-cdk-lib
-coverage==7.13.0
+coverage==7.13.1
     # via localstack-core (pyproject.toml)
 crontab==1.0.5
     # via localstack-core
@@ -180,7 +180,7 @@ joserfc==1.6.0
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core
-jsii==1.122.0
+jsii==1.123.0
     # via
     #   aws-cdk-asset-awscli-v1
     #   aws-cdk-asset-node-proxy-agent-v6
@@ -289,7 +289,7 @@ priority==1.3.0
     #   localstack-twisted
 protobuf==6.33.2
     # via opensearch-protobufs
-psutil==7.1.3
+psutil==7.2.1
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index 28b6441bbe9c2..fe007270abd1b 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -54,7 +54,7 @@ boto3==1.42.17
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-boto3-stubs==1.42.15
+boto3-stubs==1.42.18
     # via localstack-core (pyproject.toml)
 botocore==1.42.17
     # via
@@ -64,7 +64,7 @@ botocore==1.42.17
     #   localstack-core
     #   moto-ext
     #   s3transfer
-botocore-stubs==1.42.15
+botocore-stubs==1.42.18
     # via boto3-stubs
 cachetools==6.2.4
     # via
@@ -100,7 +100,7 @@ constantly==23.10.4
     # via localstack-twisted
 constructs==10.4.4
     # via aws-cdk-lib
-coverage==7.13.0
+coverage==7.13.1
     # via
     #   coveralls
     #   localstack-core
@@ -203,7 +203,7 @@ joserfc==1.6.0
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core
-jsii==1.122.0
+jsii==1.123.0
     # via
     #   aws-cdk-asset-awscli-v1
     #   aws-cdk-asset-node-proxy-agent-v6
@@ -247,7 +247,7 @@ kclpy-ext==3.0.5
     # via localstack-core
 lazy-object-proxy==1.12.0
     # via openapi-spec-validator
-librt==0.7.4
+librt==0.7.5
     # via mypy
 localstack-snapshot==0.3.2
     # via localstack-core
@@ -425,7 +425,7 @@ mypy-boto3-route53==1.42.6
     # via boto3-stubs
 mypy-boto3-route53resolver==1.42.10
     # via boto3-stubs
-mypy-boto3-s3==1.42.10
+mypy-boto3-s3==1.42.16
     # via boto3-stubs
 mypy-boto3-s3control==1.42.3
     # via boto3-stubs
@@ -532,7 +532,7 @@ priority==1.3.0
     #   localstack-twisted
 protobuf==6.33.2
     # via opensearch-protobufs
-psutil==7.1.3
+psutil==7.2.1
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)

From a9a679985f2038381a8738347ad270646e032c04 Mon Sep 17 00:00:00 2001
From: Peter Smith <peter.smith@localstack.cloud>
Date: Tue, 6 Jan 2026 05:14:27 +1300
Subject: [PATCH 503/697] CloudFormation: Store resource scaffolding in
 'generated' directory. (#13534)

---
 .../services/cloudformation/provider_utils.py |   4 +-
 .../cloudformation/scaffolding/__main__.py    |  40 ++++-
 .../templates/plugin_template.py.j2           |   3 +
 .../templates/provider_base_template.py.j2    | 139 ++++++++++++++++++
 .../templates/provider_template.py.j2         |  42 ++++--
 .../resource_providers/aws_sqs_queuepolicy.py |  43 ++----
 .../aws_sqs_queuepolicy.schema.json           |  30 ----
 .../resource_providers/generated/__init__.py  |   0
 .../generated/aws_sqs_queuepolicy.schema.json |  61 ++++++++
 .../generated/aws_sqs_queuepolicy_base.py     | 106 +++++++++++++
 .../aws_sqs_queuepolicy_plugin.py             |   4 +
 11 files changed, 394 insertions(+), 78 deletions(-)
 create mode 100644 localstack-core/localstack/services/cloudformation/scaffolding/templates/provider_base_template.py.j2
 delete mode 100644 localstack-core/localstack/services/sqs/resource_providers/aws_sqs_queuepolicy.schema.json
 create mode 100644 localstack-core/localstack/services/sqs/resource_providers/generated/__init__.py
 create mode 100644 localstack-core/localstack/services/sqs/resource_providers/generated/aws_sqs_queuepolicy.schema.json
 create mode 100644 localstack-core/localstack/services/sqs/resource_providers/generated/aws_sqs_queuepolicy_base.py
 rename localstack-core/localstack/services/sqs/resource_providers/{ => generated}/aws_sqs_queuepolicy_plugin.py (92%)

diff --git a/localstack-core/localstack/services/cloudformation/provider_utils.py b/localstack-core/localstack/services/cloudformation/provider_utils.py
index b48ce0b36f20a..677f023af2796 100644
--- a/localstack-core/localstack/services/cloudformation/provider_utils.py
+++ b/localstack-core/localstack/services/cloudformation/provider_utils.py
@@ -297,6 +297,8 @@ def resource_tags_to_remove_or_update(
 
 #  LocalStack specific utilities
 def get_schema_path(file_path: Path) -> dict:
-    file_name_base = file_path.name.removesuffix(".py").removesuffix(".py.enc")
+    file_name_base = (
+        file_path.name.removesuffix("_base.py").removesuffix(".py").removesuffix(".py.enc")
+    )
     with Path(file_path).parent.joinpath(f"{file_name_base}.schema.json").open() as fd:
         return json.load(fd)
diff --git a/localstack-core/localstack/services/cloudformation/scaffolding/__main__.py b/localstack-core/localstack/services/cloudformation/scaffolding/__main__.py
index 371265c8c5e6f..40d5a675d6c52 100644
--- a/localstack-core/localstack/services/cloudformation/scaffolding/__main__.py
+++ b/localstack-core/localstack/services/cloudformation/scaffolding/__main__.py
@@ -2,6 +2,8 @@
 
 import json
 import os
+import subprocess
+import sys
 import zipfile
 from collections.abc import Generator
 from dataclasses import dataclass
@@ -280,6 +282,7 @@ class FileType(Enum):
     # service code
     plugin = auto()
     provider = auto()
+    provider_base = auto()
 
     # test files
     integration_test = auto()
@@ -325,6 +328,7 @@ def render(
         template_mapping = {
             FileType.plugin: "plugin_template.py.j2",
             FileType.provider: "provider_template.py.j2",
+            FileType.provider_base: "provider_base_template.py.j2",
             FileType.getatt_test: "test_getatt_template.py.j2",
             FileType.integration_test: "test_integration_template.py.j2",
             # FileType.cloudcontrol_test: "test_cloudcontrol_template.py.j2",
@@ -351,7 +355,7 @@ def render(
                         resource_name, FileType.attribute_template, tests_output_path, pro=self.pro
                     )
                 )
-            case FileType.provider:
+            case FileType.provider | FileType.provider_base:
                 property_ir = generate_ir_for_type(
                     [self.schema],
                     resource_name.full_name,
@@ -377,6 +381,9 @@ def render(
                 kwargs["list_permissions"] = (
                     self.schema.get("handlers", {}).get("list", {}).get("permissions")
                 )
+                kwargs["service"] = resource_name.python_compatible_service_name.lower()
+                kwargs["lower_resource"] = resource_name.resource.lower()
+                kwargs["pro"] = self.pro
             case FileType.plugin:
                 kwargs["service"] = resource_name.python_compatible_service_name.lower()
                 kwargs["lower_resource"] = resource_name.resource.lower()
@@ -588,11 +595,20 @@ def __init__(
                 "resource_providers",
                 f"{self.resource_name.namespace.lower()}_{self.resource_name.service.lower()}_{self.resource_name.resource.lower()}.py",
             ),
+            FileType.provider_base: root_dir(self.pro).joinpath(
+                *base_path,
+                "services",
+                self.resource_name.python_compatible_service_name.lower(),
+                "resource_providers",
+                "generated",
+                f"{self.resource_name.namespace.lower()}_{self.resource_name.service.lower()}_{self.resource_name.resource.lower()}_base.py",
+            ),
             FileType.plugin: root_dir(self.pro).joinpath(
                 *base_path,
                 "services",
                 self.resource_name.python_compatible_service_name.lower(),
                 "resource_providers",
+                "generated",
                 f"{self.resource_name.namespace.lower()}_{self.resource_name.service.lower()}_{self.resource_name.resource.lower()}_plugin.py",
             ),
             FileType.schema: root_dir(self.pro).joinpath(
@@ -600,6 +616,7 @@ def __init__(
                 "services",
                 self.resource_name.python_compatible_service_name.lower(),
                 "resource_providers",
+                "generated",
                 f"aws_{self.resource_name.service.lower()}_{self.resource_name.resource.lower()}.schema.json",
             ),
             FileType.integration_test: tests_root_dir(self.pro).joinpath(
@@ -656,6 +673,10 @@ def write(self, file_type: FileType, contents: str):
                 self.ensure_python_init_files(destination_path)
                 self.write_text(contents, file_destination)
                 self.console.print(f"Written provider to {file_destination}")
+            case FileType.provider_base:
+                self.ensure_python_init_files(destination_path)
+                self.write_text(contents, file_destination)
+                self.console.print(f"Written provider base to {file_destination}")
             case FileType.plugin:
                 self.ensure_python_init_files(destination_path)
                 self.write_text(contents, file_destination)
@@ -707,13 +728,25 @@ def confirm_overwrite(self, destination_file: Path) -> bool:
 
         :return True if file should be (over-)written, False otherwise
         """
-        return self.overwrite or click.confirm("Destination files already exist, overwrite?")
+        return self.overwrite or click.confirm(
+            f"Destination file {destination_file} already exists, overwrite?"
+        )
 
     @staticmethod
     def write_text(contents: str, destination: Path):
         with destination.open("wt") as outfile:
             print(contents, file=outfile)
 
+        # for Python files, use ruff to clean up formatting errors introduced by scaffolding
+        if destination.suffix == ".py":
+            command = [sys.executable, "-m", "ruff", "format", destination]
+            try:
+                subprocess.run(command, check=True, capture_output=True, text=True)
+            except subprocess.CalledProcessError as e:
+                print(
+                    f"Ruff fix command failed (exit code {e.returncode}):\n{e.stdout}\n{e.stderr}"
+                )
+
     @staticmethod
     def ensure_python_init_files(path: Path):
         """
@@ -777,6 +810,9 @@ def print(self):
             case FileType.provider:
                 self.printer.print("\n[underline]Provider template[/underline]\n")
                 self.printer.print(Syntax(self.contents, "python"))
+            case FileType.provider_base:
+                self.printer.print("\n[underline]Provider base template[/underline]\n")
+                self.printer.print(Syntax(self.contents, "python"))
             case FileType.plugin:
                 self.printer.print("\n[underline]Plugin[/underline]\n")
                 self.printer.print(Syntax(self.contents, "python"))
diff --git a/localstack-core/localstack/services/cloudformation/scaffolding/templates/plugin_template.py.j2 b/localstack-core/localstack/services/cloudformation/scaffolding/templates/plugin_template.py.j2
index 0a9a530cdfccc..6f5b7da7a5a16 100644
--- a/localstack-core/localstack/services/cloudformation/scaffolding/templates/plugin_template.py.j2
+++ b/localstack-core/localstack/services/cloudformation/scaffolding/templates/plugin_template.py.j2
@@ -1,3 +1,6 @@
+#
+# AUTOGENERATED FILE - DO NOT EDIT
+#
 from typing import Optional, Type
 
 from localstack.services.cloudformation.resource_provider import ResourceProvider
diff --git a/localstack-core/localstack/services/cloudformation/scaffolding/templates/provider_base_template.py.j2 b/localstack-core/localstack/services/cloudformation/scaffolding/templates/provider_base_template.py.j2
new file mode 100644
index 0000000000000..f25cf665d6a35
--- /dev/null
+++ b/localstack-core/localstack/services/cloudformation/scaffolding/templates/provider_base_template.py.j2
@@ -0,0 +1,139 @@
+# LocalStack Resource Provider Base Class Scaffolding {{ scaffolding_version }}
+#
+# AUTOGENERATED FILE - DO NOT EDIT
+#
+
+from __future__ import annotations
+
+from abc import ABC, abstractmethod
+from pathlib import Path
+from typing import Optional, TypedDict
+
+import localstack.services.cloudformation.provider_utils as util
+from localstack.services.cloudformation.resource_provider import (
+    ProgressEvent,
+    ResourceProvider,
+    ResourceRequest,
+)
+
+{{ provider_properties }}
+
+REPEATED_INVOCATION = "repeated_invocation"
+
+class {{ resource }}ProviderBase(ResourceProvider[{{ resource }}Properties], ABC):
+
+    TYPE = "{{ name }}"  # Autogenerated. Don't change
+    SCHEMA = util.get_schema_path(Path(__file__))  # Autogenerated. Don't change
+
+    @abstractmethod
+    def create(
+        self,
+        request: ResourceRequest[{{ resource }}Properties],
+    ) -> ProgressEvent[{{ resource }}Properties]:
+        """
+        Create a new resource.
+
+        {% if primary_identifier -%}
+        Primary identifier fields:
+        {%- for property in primary_identifier %}
+          - {{ property }}
+        {%- endfor %}
+        {%- endif %}
+
+        {% if required_properties -%}
+        Required properties:
+        {%- for property in required_properties %}
+          - {{ property }}
+        {%- endfor %}
+        {%- endif %}
+
+        {% if create_only_properties -%}
+        Create-only properties:
+        {%- for property in create_only_properties %}
+          - {{ property }}
+        {%- endfor %}
+        {%- endif %}
+
+        {% if read_only_properties -%}
+        Read-only properties:
+        {%- for property in read_only_properties %}
+          - {{ property }}
+        {%- endfor %}
+        {%- endif %}
+
+        {% if create_permissions -%}
+        IAM permissions required:
+        {%- for permission in create_permissions %}
+          - {{ permission }}
+        {%- endfor -%}
+        {%- endif %}
+
+        """
+        raise NotImplementedError
+
+    @abstractmethod
+    def read(
+        self,
+        request: ResourceRequest[{{ resource }}Properties],
+    ) -> ProgressEvent[{{ resource }}Properties]:
+        """
+        Fetch resource information
+
+        {% if read_permissions -%}
+        IAM permissions required:
+        {%- for permission in read_permissions %}
+          - {{ permission }}
+        {%- endfor %}
+        {%- endif %}
+        """
+        raise NotImplementedError
+
+    @abstractmethod
+    def delete(
+        self,
+        request: ResourceRequest[{{ resource }}Properties],
+    ) -> ProgressEvent[{{ resource }}Properties]:
+        """
+        Delete a resource
+
+        {% if delete_permissions -%}
+        IAM permissions required:
+        {%- for permission in delete_permissions %}
+          - {{ permission }}
+        {%- endfor %}
+        {%- endif %}
+        """
+        raise NotImplementedError
+
+    @abstractmethod
+    def update(
+        self,
+        request: ResourceRequest[{{ resource }}Properties],
+    ) -> ProgressEvent[{{ resource }}Properties]:
+        """
+        Update a resource
+
+        {% if update_permissions -%}
+        IAM permissions required:
+        {%- for permission in update_permissions %}
+          - {{ permission }}
+        {%- endfor %}
+        {%- endif %}
+        """
+        raise NotImplementedError
+
+    @abstractmethod
+    def list(
+        self,
+        request: ResourceRequest[{{ resource }}Properties],
+    ) -> ProgressEvent[{{ resource }}Properties]:
+        """
+        List available resources of this type
+        {% if list_permissions -%}
+        IAM permissions required:
+        {%- for permission in list_permissions %}
+          - {{ permission }}
+        {%- endfor %}
+        {%- endif %}
+        """
+        raise NotImplementedError
diff --git a/localstack-core/localstack/services/cloudformation/scaffolding/templates/provider_template.py.j2 b/localstack-core/localstack/services/cloudformation/scaffolding/templates/provider_template.py.j2
index 3d52dbd6b7a83..81d81cec10eab 100644
--- a/localstack-core/localstack/services/cloudformation/scaffolding/templates/provider_template.py.j2
+++ b/localstack-core/localstack/services/cloudformation/scaffolding/templates/provider_template.py.j2
@@ -1,26 +1,22 @@
 # LocalStack Resource Provider Scaffolding {{ scaffolding_version }}
-from __future__ import annotations
 
-from pathlib import Path
-from typing import Optional, TypedDict
-
-import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
     OperationStatus,
     ProgressEvent,
-    ResourceProvider,
     ResourceRequest,
 )
+{%- if pro %}
+{%- set root_module = "localstack.pro.core" %}
+{%- else %}
+{%- set root_module = "localstack" %}
+{%- endif %}
+from {{ root_module }}.services.{{ service }}.resource_providers.generated.aws_{{ service }}_{{ lower_resource }}_base import (
+    {{ resource }}ProviderBase,
+    {{ resource }}Properties,
+    REPEATED_INVOCATION
+)
 
-{{ provider_properties }}
-
-
-REPEATED_INVOCATION = "repeated_invocation"
-
-class {{ resource }}Provider(ResourceProvider[{{ resource }}Properties]):
-
-    TYPE = "{{ name }}"  # Autogenerated. Don't change
-    SCHEMA = util.get_schema_path(Path(__file__))  # Autogenerated. Don't change
+class {{ resource }}Provider({{ resource }}ProviderBase):
 
     def create(
         self,
@@ -63,7 +59,6 @@ class {{ resource }}Provider(ResourceProvider[{{ resource }}Properties]):
           - {{ permission }}
         {%- endfor -%}
         {%- endif %}
-
         """
         model = request.desired_state
 
@@ -136,3 +131,18 @@ class {{ resource }}Provider(ResourceProvider[{{ resource }}Properties]):
         {%- endif %}
         """
         raise NotImplementedError
+
+    def list(
+        self,
+        request: ResourceRequest[{{ resource }}Properties],
+    ) -> ProgressEvent[{{ resource }}Properties]:
+        """
+        List available resources of this type
+        {% if list_permissions -%}
+        IAM permissions required:
+        {%- for permission in list_permissions %}
+          - {{ permission }}
+        {%- endfor %}
+        {%- endif %}
+        """
+        raise NotImplementedError
diff --git a/localstack-core/localstack/services/sqs/resource_providers/aws_sqs_queuepolicy.py b/localstack-core/localstack/services/sqs/resource_providers/aws_sqs_queuepolicy.py
index 4c29b3e000fb2..a61e803a675c6 100644
--- a/localstack-core/localstack/services/sqs/resource_providers/aws_sqs_queuepolicy.py
+++ b/localstack-core/localstack/services/sqs/resource_providers/aws_sqs_queuepolicy.py
@@ -1,49 +1,25 @@
 # LocalStack Resource Provider Scaffolding v2
-from __future__ import annotations
-
 import json
-from pathlib import Path
-from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
     OperationStatus,
     ProgressEvent,
-    ResourceProvider,
     ResourceRequest,
 )
+from localstack.services.sqs.resource_providers.generated.aws_sqs_queuepolicy_base import (
+    SQSQueuePolicyProperties,
+    SQSQueuePolicyProviderBase,
+)
 
 
-class SQSQueuePolicyProperties(TypedDict):
-    PolicyDocument: dict | None
-    Queues: list[str] | None
-    Id: str | None
-
-
-REPEATED_INVOCATION = "repeated_invocation"
-
-
-class SQSQueuePolicyProvider(ResourceProvider[SQSQueuePolicyProperties]):
-    TYPE = "AWS::SQS::QueuePolicy"  # Autogenerated. Don't change
-    SCHEMA = util.get_schema_path(Path(__file__))  # Autogenerated. Don't change
-
+class SQSQueuePolicyProvider(SQSQueuePolicyProviderBase):
     def create(
         self,
         request: ResourceRequest[SQSQueuePolicyProperties],
     ) -> ProgressEvent[SQSQueuePolicyProperties]:
         """
         Create a new resource.
-
-        Primary identifier fields:
-          - /properties/Id
-
-        Required properties:
-          - PolicyDocument
-          - Queues
-
-        Read-only properties:
-          - /properties/Id
-
         """
         model = request.desired_state
         sqs = request.aws_client_factory.sqs
@@ -110,3 +86,12 @@ def update(
             status=OperationStatus.SUCCESS,
             resource_model=model,
         )
+
+    def list(
+        self,
+        request: ResourceRequest[SQSQueuePolicyProperties],
+    ) -> ProgressEvent[SQSQueuePolicyProperties]:
+        """
+        List available resources of this type
+        """
+        raise NotImplementedError
diff --git a/localstack-core/localstack/services/sqs/resource_providers/aws_sqs_queuepolicy.schema.json b/localstack-core/localstack/services/sqs/resource_providers/aws_sqs_queuepolicy.schema.json
deleted file mode 100644
index 654910643709d..0000000000000
--- a/localstack-core/localstack/services/sqs/resource_providers/aws_sqs_queuepolicy.schema.json
+++ /dev/null
@@ -1,30 +0,0 @@
-{
-  "typeName": "AWS::SQS::QueuePolicy",
-  "description": "Resource Type definition for AWS::SQS::QueuePolicy",
-  "additionalProperties": false,
-  "properties": {
-    "Id": {
-      "type": "string"
-    },
-    "PolicyDocument": {
-      "type": "object"
-    },
-    "Queues": {
-      "type": "array",
-      "uniqueItems": false,
-      "items": {
-        "type": "string"
-      }
-    }
-  },
-  "required": [
-    "PolicyDocument",
-    "Queues"
-  ],
-  "primaryIdentifier": [
-    "/properties/Id"
-  ],
-  "readOnlyProperties": [
-    "/properties/Id"
-  ]
-}
diff --git a/localstack-core/localstack/services/sqs/resource_providers/generated/__init__.py b/localstack-core/localstack/services/sqs/resource_providers/generated/__init__.py
new file mode 100644
index 0000000000000..e69de29bb2d1d
diff --git a/localstack-core/localstack/services/sqs/resource_providers/generated/aws_sqs_queuepolicy.schema.json b/localstack-core/localstack/services/sqs/resource_providers/generated/aws_sqs_queuepolicy.schema.json
new file mode 100644
index 0000000000000..5924a0637eef7
--- /dev/null
+++ b/localstack-core/localstack/services/sqs/resource_providers/generated/aws_sqs_queuepolicy.schema.json
@@ -0,0 +1,61 @@
+{
+  "typeName": "AWS::SQS::QueuePolicy",
+  "description": "Resource Type definition for AWS::SQS::QueuePolicy",
+  "sourceUrl": "https://github.com/aws-cloudformation/aws-cloudformation-resource-providers-sqs.git",
+  "additionalProperties": false,
+  "properties": {
+    "Id": {
+      "type": "string",
+      "description": "The provider-assigned unique ID for this managed resource."
+    },
+    "PolicyDocument": {
+      "type": [
+        "object",
+        "string"
+      ],
+      "description": "A policy document that contains the permissions for the specified Amazon SQS queues. For more information about Amazon SQS policies, see Creating Custom Policies Using the Access Policy Language in the Amazon Simple Queue Service Developer Guide."
+    },
+    "Queues": {
+      "type": "array",
+      "description": "The URLs of the queues to which you want to add the policy. You can use the Ref function to specify an AWS::SQS::Queue resource.",
+      "uniqueItems": false,
+      "insertionOrder": false,
+      "items": {
+        "type": "string"
+      }
+    }
+  },
+  "required": [
+    "PolicyDocument",
+    "Queues"
+  ],
+  "primaryIdentifier": [
+    "/properties/Id"
+  ],
+  "readOnlyProperties": [
+    "/properties/Id"
+  ],
+  "tagging": {
+    "taggable": false,
+    "tagOnCreate": false,
+    "tagUpdatable": false,
+    "cloudFormationSystemTags": false
+  },
+  "handlers": {
+    "create": {
+      "permissions": [
+        "sqs:SetQueueAttributes"
+      ]
+    },
+    "update": {
+      "permissions": [
+        "sqs:SetQueueAttributes"
+      ]
+    },
+    "delete": {
+      "permissions": [
+        "sqs:SetQueueAttributes"
+      ]
+    }
+  }
+}
diff --git a/localstack-core/localstack/services/sqs/resource_providers/generated/aws_sqs_queuepolicy_base.py b/localstack-core/localstack/services/sqs/resource_providers/generated/aws_sqs_queuepolicy_base.py
new file mode 100644
index 0000000000000..c057ce766d17d
--- /dev/null
+++ b/localstack-core/localstack/services/sqs/resource_providers/generated/aws_sqs_queuepolicy_base.py
@@ -0,0 +1,106 @@
+# LocalStack Resource Provider Base Class Scaffolding v2
+#
+# AUTOGENERATED FILE - DO NOT EDIT
+#
+
+from __future__ import annotations
+
+from abc import ABC, abstractmethod
+from pathlib import Path
+from typing import TypedDict
+
+import localstack.services.cloudformation.provider_utils as util
+from localstack.services.cloudformation.resource_provider import (
+    ProgressEvent,
+    ResourceProvider,
+    ResourceRequest,
+)
+
+
+class SQSQueuePolicyProperties(TypedDict):
+    PolicyDocument: dict | str | None
+    Queues: list[str] | None
+    Id: str | None
+
+
+REPEATED_INVOCATION = "repeated_invocation"
+
+
+class SQSQueuePolicyProviderBase(ResourceProvider[SQSQueuePolicyProperties], ABC):
+    TYPE = "AWS::SQS::QueuePolicy"  # Autogenerated. Don't change
+    SCHEMA = util.get_schema_path(Path(__file__))  # Autogenerated. Don't change
+
+    @abstractmethod
+    def create(
+        self,
+        request: ResourceRequest[SQSQueuePolicyProperties],
+    ) -> ProgressEvent[SQSQueuePolicyProperties]:
+        """
+        Create a new resource.
+
+        Primary identifier fields:
+          - /properties/Id
+
+        Required properties:
+          - PolicyDocument
+          - Queues
+
+
+
+        Read-only properties:
+          - /properties/Id
+
+        IAM permissions required:
+          - sqs:SetQueueAttributes
+
+        """
+        raise NotImplementedError
+
+    @abstractmethod
+    def read(
+        self,
+        request: ResourceRequest[SQSQueuePolicyProperties],
+    ) -> ProgressEvent[SQSQueuePolicyProperties]:
+        """
+        Fetch resource information
+
+
+        """
+        raise NotImplementedError
+
+    @abstractmethod
+    def delete(
+        self,
+        request: ResourceRequest[SQSQueuePolicyProperties],
+    ) -> ProgressEvent[SQSQueuePolicyProperties]:
+        """
+        Delete a resource
+
+        IAM permissions required:
+          - sqs:SetQueueAttributes
+        """
+        raise NotImplementedError
+
+    @abstractmethod
+    def update(
+        self,
+        request: ResourceRequest[SQSQueuePolicyProperties],
+    ) -> ProgressEvent[SQSQueuePolicyProperties]:
+        """
+        Update a resource
+
+        IAM permissions required:
+          - sqs:SetQueueAttributes
+        """
+        raise NotImplementedError
+
+    @abstractmethod
+    def list(
+        self,
+        request: ResourceRequest[SQSQueuePolicyProperties],
+    ) -> ProgressEvent[SQSQueuePolicyProperties]:
+        """
+        List available resources of this type
+
+        """
+        raise NotImplementedError
diff --git a/localstack-core/localstack/services/sqs/resource_providers/aws_sqs_queuepolicy_plugin.py b/localstack-core/localstack/services/sqs/resource_providers/generated/aws_sqs_queuepolicy_plugin.py
similarity index 92%
rename from localstack-core/localstack/services/sqs/resource_providers/aws_sqs_queuepolicy_plugin.py
rename to localstack-core/localstack/services/sqs/resource_providers/generated/aws_sqs_queuepolicy_plugin.py
index 8f656bea99512..1b05883131c65 100644
--- a/localstack-core/localstack/services/sqs/resource_providers/aws_sqs_queuepolicy_plugin.py
+++ b/localstack-core/localstack/services/sqs/resource_providers/generated/aws_sqs_queuepolicy_plugin.py
@@ -1,3 +1,7 @@
+#
+# AUTOGENERATED FILE - DO NOT EDIT
+#
+
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,

From d027a58cb00c4faae245d820ccc804966e8371df Mon Sep 17 00:00:00 2001
From: Greg Furman <31275503+gregfurman@users.noreply.github.com>
Date: Tue, 6 Jan 2026 19:41:20 +0200
Subject: [PATCH 504/697] fix(pyproject): Make inclusion of additional cfn
 schemas more permissive (#13586)

---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index c2a5dc130a8fc..da7845059741e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -176,7 +176,7 @@ exclude = ["tests*"]
 "localstack" = [
     "aws/**/*.json",
     "services/**/*.html",
-    "services/**/resource_providers/*.schema.json",
+    "services/**/resource_providers/**/*.schema.json",
     "utils/kinesis/java/cloud/localstack/*.*",
     "openapi.yaml",
     "http/resources/swagger/templates/index.html"

From afeedd26440a3695de20072df7d75e36cc8ee9f1 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 7 Jan 2026 06:05:38 +0100
Subject: [PATCH 505/697] Bump python from `baf6668` to `1f3781f` in the
 docker-base-images group (#13583)

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 Dockerfile    | 2 +-
 Dockerfile.s3 | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/Dockerfile b/Dockerfile
index 43cd861423108..1fa1aff3d71ae 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,7 +1,7 @@
 #
 # base: Stage which installs necessary runtime dependencies (OS packages, etc.)
 #
-FROM python:3.13.11-slim-trixie@sha256:baf66684c5fcafbda38a54b227ee30ec41e40af1e4073edee3a7110a417756ba AS base
+FROM python:3.13.11-slim-trixie@sha256:1f3781f578e17958f55ada96c0a827bf279a11e10d6a458ecb8bde667afbb669 AS base
 ARG TARGETARCH
 
 # Install runtime OS package dependencies
diff --git a/Dockerfile.s3 b/Dockerfile.s3
index 09d20ca6ae591..492f2fafe76a3 100644
--- a/Dockerfile.s3
+++ b/Dockerfile.s3
@@ -1,5 +1,5 @@
 # base: Stage which installs necessary runtime dependencies (OS packages, filesystem...)
-FROM python:3.13.11-slim-trixie@sha256:baf66684c5fcafbda38a54b227ee30ec41e40af1e4073edee3a7110a417756ba AS base
+FROM python:3.13.11-slim-trixie@sha256:1f3781f578e17958f55ada96c0a827bf279a11e10d6a458ecb8bde667afbb669 AS base
 ARG TARGETARCH
 
 # set workdir

From b03644446c755153a14e602a04d242e46eb2f993 Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Wed, 7 Jan 2026 09:06:25 +0100
Subject: [PATCH 506/697] Upgrade pinned Python dependencies (#13584)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
---
 requirements-base-runtime.txt |  4 ++--
 requirements-basic.txt        |  2 +-
 requirements-dev.txt          | 18 +++++++++---------
 requirements-runtime.txt      |  6 +++---
 requirements-test.txt         | 10 +++++-----
 requirements-typehint.txt     | 26 +++++++++++++-------------
 6 files changed, 33 insertions(+), 33 deletions(-)

diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index 5ad5eaf5683f0..f4873ecb91407 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -22,9 +22,9 @@ botocore==1.42.17
     #   s3transfer
 cachetools==6.2.4
     # via localstack-core (pyproject.toml)
-cbor2==5.7.1
+cbor2==5.8.0
     # via localstack-core (pyproject.toml)
-certifi==2025.11.12
+certifi==2026.1.4
     # via requests
 cffi==2.0.0
     # via cryptography
diff --git a/requirements-basic.txt b/requirements-basic.txt
index cd0dcca597c9f..8d2d05e447470 100644
--- a/requirements-basic.txt
+++ b/requirements-basic.txt
@@ -8,7 +8,7 @@ asn1crypto==1.5.1
     # via localstack-core (pyproject.toml)
 cachetools==6.2.4
     # via localstack-core (pyproject.toml)
-certifi==2025.11.12
+certifi==2026.1.4
     # via requests
 cffi==2.0.0
     # via cryptography
diff --git a/requirements-dev.txt b/requirements-dev.txt
index deea0980f9b82..88d44499d6073 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -69,9 +69,9 @@ cachetools==6.2.4
     #   localstack-core (pyproject.toml)
 cattrs==25.3.0
     # via jsii
-cbor2==5.7.1
+cbor2==5.8.0
     # via localstack-core
-certifi==2025.11.12
+certifi==2026.1.4
     # via
     #   httpcore
     #   httpx
@@ -111,7 +111,7 @@ cryptography==46.0.3
     #   localstack-core (pyproject.toml)
     #   moto-ext
     #   pyopenssl
-cython==3.2.3
+cython==3.2.4
     # via localstack-core (pyproject.toml)
 decorator==5.2.1
     # via jsonpath-rw
@@ -142,7 +142,7 @@ docutils==0.19
     # via awscli
 events==0.5
     # via opensearch-py
-filelock==3.20.1
+filelock==3.20.2
     # via virtualenv
 graphql-core==3.2.7
     # via moto-ext
@@ -195,18 +195,18 @@ jmespath==1.0.1
     # via
     #   boto3
     #   botocore
-joserfc==1.6.0
+joserfc==1.6.1
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core
-jsii==1.123.0
+jsii==1.125.0
     # via
     #   aws-cdk-asset-awscli-v1
     #   aws-cdk-asset-node-proxy-agent-v6
     #   aws-cdk-cloud-assembly-schema
     #   aws-cdk-lib
     #   constructs
-json5==0.12.1
+json5==0.13.0
     # via localstack-core
 jsonpatch==1.33
     # via
@@ -243,7 +243,7 @@ kclpy-ext==3.0.5
     # via localstack-core
 lazy-object-proxy==1.12.0
     # via openapi-spec-validator
-librt==0.7.5
+librt==0.7.7
     # via mypy
 localstack-snapshot==0.3.2
     # via localstack-core
@@ -305,7 +305,7 @@ pandoc==2.4
     # via localstack-core (pyproject.toml)
 pathable==0.4.4
     # via jsonschema-path
-pathspec==0.12.1
+pathspec==1.0.0
     # via mypy
 platformdirs==4.5.1
     # via virtualenv
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index 1b46c9e577741..0ada84e771834 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -55,9 +55,9 @@ cachetools==6.2.4
     #   airspeed-ext
     #   localstack-core
     #   localstack-core (pyproject.toml)
-cbor2==5.7.1
+cbor2==5.8.0
     # via localstack-core
-certifi==2025.11.12
+certifi==2026.1.4
     # via
     #   opensearch-py
     #   requests
@@ -142,7 +142,7 @@ jmespath==1.0.1
     # via
     #   boto3
     #   botocore
-joserfc==1.6.0
+joserfc==1.6.1
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core (pyproject.toml)
diff --git a/requirements-test.txt b/requirements-test.txt
index ff919bd9511eb..7f02c3d469c88 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -69,9 +69,9 @@ cachetools==6.2.4
     #   localstack-core (pyproject.toml)
 cattrs==25.3.0
     # via jsii
-cbor2==5.7.1
+cbor2==5.8.0
     # via localstack-core
-certifi==2025.11.12
+certifi==2026.1.4
     # via
     #   httpcore
     #   httpx
@@ -176,18 +176,18 @@ jmespath==1.0.1
     # via
     #   boto3
     #   botocore
-joserfc==1.6.0
+joserfc==1.6.1
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core
-jsii==1.123.0
+jsii==1.125.0
     # via
     #   aws-cdk-asset-awscli-v1
     #   aws-cdk-asset-node-proxy-agent-v6
     #   aws-cdk-cloud-assembly-schema
     #   aws-cdk-lib
     #   constructs
-json5==0.12.1
+json5==0.13.0
     # via localstack-core (pyproject.toml)
 jsonpatch==1.33
     # via
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index fe007270abd1b..d7c08d1fb0d4c 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -54,7 +54,7 @@ boto3==1.42.17
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-boto3-stubs==1.42.18
+boto3-stubs==1.42.22
     # via localstack-core (pyproject.toml)
 botocore==1.42.17
     # via
@@ -64,7 +64,7 @@ botocore==1.42.17
     #   localstack-core
     #   moto-ext
     #   s3transfer
-botocore-stubs==1.42.18
+botocore-stubs==1.42.22
     # via boto3-stubs
 cachetools==6.2.4
     # via
@@ -73,9 +73,9 @@ cachetools==6.2.4
     #   localstack-core (pyproject.toml)
 cattrs==25.3.0
     # via jsii
-cbor2==5.7.1
+cbor2==5.8.0
     # via localstack-core
-certifi==2025.11.12
+certifi==2026.1.4
     # via
     #   httpcore
     #   httpx
@@ -115,7 +115,7 @@ cryptography==46.0.3
     #   localstack-core (pyproject.toml)
     #   moto-ext
     #   pyopenssl
-cython==3.2.3
+cython==3.2.4
     # via localstack-core
 decorator==5.2.1
     # via jsonpath-rw
@@ -146,7 +146,7 @@ docutils==0.19
     # via awscli
 events==0.5
     # via opensearch-py
-filelock==3.20.1
+filelock==3.20.2
     # via virtualenv
 graphql-core==3.2.7
     # via moto-ext
@@ -199,18 +199,18 @@ jmespath==1.0.1
     # via
     #   boto3
     #   botocore
-joserfc==1.6.0
+joserfc==1.6.1
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core
-jsii==1.123.0
+jsii==1.125.0
     # via
     #   aws-cdk-asset-awscli-v1
     #   aws-cdk-asset-node-proxy-agent-v6
     #   aws-cdk-cloud-assembly-schema
     #   aws-cdk-lib
     #   constructs
-json5==0.12.1
+json5==0.13.0
     # via localstack-core
 jsonpatch==1.33
     # via
@@ -247,7 +247,7 @@ kclpy-ext==3.0.5
     # via localstack-core
 lazy-object-proxy==1.12.0
     # via openapi-spec-validator
-librt==0.7.5
+librt==0.7.7
     # via mypy
 localstack-snapshot==0.3.2
     # via localstack-core
@@ -367,7 +367,7 @@ mypy-boto3-glue==1.42.3
     # via boto3-stubs
 mypy-boto3-iam==1.42.4
     # via boto3-stubs
-mypy-boto3-identitystore==1.42.5
+mypy-boto3-identitystore==1.42.20
     # via boto3-stubs
 mypy-boto3-iot==1.42.14
     # via boto3-stubs
@@ -425,7 +425,7 @@ mypy-boto3-route53==1.42.6
     # via boto3-stubs
 mypy-boto3-route53resolver==1.42.10
     # via boto3-stubs
-mypy-boto3-s3==1.42.16
+mypy-boto3-s3==1.42.21
     # via boto3-stubs
 mypy-boto3-s3control==1.42.3
     # via boto3-stubs
@@ -505,7 +505,7 @@ pandoc==2.4
     # via localstack-core
 pathable==0.4.4
     # via jsonschema-path
-pathspec==0.12.1
+pathspec==1.0.0
     # via mypy
 platformdirs==4.5.1
     # via virtualenv

From 3bcdd3389ab918af7a57188333d880e0fe802491 Mon Sep 17 00:00:00 2001
From: Joel Scheuner <joel.scheuner.dev@gmail.com>
Date: Wed, 7 Jan 2026 10:10:43 +0100
Subject: [PATCH 507/697] Make cleanups fixture logging actionable (#13553)

---
 .../localstack/testing/pytest/fixtures.py     | 22 ++++++++++++++++++-
 1 file changed, 21 insertions(+), 1 deletion(-)

diff --git a/localstack-core/localstack/testing/pytest/fixtures.py b/localstack-core/localstack/testing/pytest/fixtures.py
index 8e3af00bad5d5..24d32a95acbe5 100644
--- a/localstack-core/localstack/testing/pytest/fixtures.py
+++ b/localstack-core/localstack/testing/pytest/fixtures.py
@@ -2135,8 +2135,28 @@ def cleanups():
     for cleanup_callback in cleanup_fns[::-1]:
         try:
             cleanup_callback()
+        except ClientError as e:
+            http_code = e.response["ResponseMetadata"]["HTTPStatusCode"]
+            # Covers non-standardized error codes such as NotFoundException, NoSuchEntity (IAM), NoSuchBucket (S3), etc
+            if http_code == 404:
+                LOG.warning(
+                    "Failed to execute cleanup because a resource was not found. "
+                    "This cleanup might be unnecessary. %s",
+                    str(e),
+                    exc_info=e,
+                )
+            else:
+                LOG.warning(
+                    "Failed to execute cleanup due to ClientError: %s",
+                    str(e),
+                    exc_info=e,
+                )
         except Exception as e:
-            LOG.warning("Failed to execute cleanup", exc_info=e)
+            LOG.warning(
+                "Failed to execute cleanup due to unexpected error: %s",
+                str(e),
+                exc_info=e,
+            )
 
 
 @pytest.fixture(scope="session")

From 0832e593c46fe8471472ec3854deba7e13f24696 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 8 Jan 2026 09:17:10 +0100
Subject: [PATCH 508/697] Bump urllib3 from 2.6.2 to 2.6.3 (#13596)

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 requirements-base-runtime.txt | 2 +-
 requirements-basic.txt        | 2 +-
 requirements-dev.txt          | 2 +-
 requirements-runtime.txt      | 2 +-
 requirements-test.txt         | 2 +-
 requirements-typehint.txt     | 2 +-
 6 files changed, 6 insertions(+), 6 deletions(-)

diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index f4873ecb91407..b4dc5ff04b779 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -185,7 +185,7 @@ typing-extensions==4.15.0
     #   localstack-twisted
     #   openapi-core
     #   readerwriterlock
-urllib3==2.6.2
+urllib3==2.6.3
     # via
     #   botocore
     #   docker
diff --git a/requirements-basic.txt b/requirements-basic.txt
index 8d2d05e447470..3ed6c86164d6b 100644
--- a/requirements-basic.txt
+++ b/requirements-basic.txt
@@ -46,5 +46,5 @@ rich==14.2.0
     # via localstack-core (pyproject.toml)
 semver==3.0.4
     # via localstack-core (pyproject.toml)
-urllib3==2.6.2
+urllib3==2.6.3
     # via requests
diff --git a/requirements-dev.txt b/requirements-dev.txt
index 88d44499d6073..a5f0caa36d8c7 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -495,7 +495,7 @@ typing-extensions==4.15.0
     #   typing-inspection
 typing-inspection==0.4.2
     # via pydantic
-urllib3==2.6.2
+urllib3==2.6.3
     # via
     #   botocore
     #   docker
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index 0ada84e771834..2aacfbf656cb8 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -352,7 +352,7 @@ typing-extensions==4.15.0
     #   typing-inspection
 typing-inspection==0.4.2
     # via pydantic
-urllib3==2.6.2
+urllib3==2.6.3
     # via
     #   botocore
     #   docker
diff --git a/requirements-test.txt b/requirements-test.txt
index 7f02c3d469c88..606673773dc78 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -441,7 +441,7 @@ typing-extensions==4.15.0
     #   typing-inspection
 typing-inspection==0.4.2
     # via pydantic
-urllib3==2.6.2
+urllib3==2.6.3
     # via
     #   botocore
     #   docker
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index d7c08d1fb0d4c..6962c13e14dca 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -699,7 +699,7 @@ typing-extensions==4.15.0
     #   typing-inspection
 typing-inspection==0.4.2
     # via pydantic
-urllib3==2.6.2
+urllib3==2.6.3
     # via
     #   botocore
     #   docker

From e6b3714b78d2141639b948d8dc319be9cc39cbdb Mon Sep 17 00:00:00 2001
From: Bernhard Matyas <90144234+baermat@users.noreply.github.com>
Date: Thu, 8 Jan 2026 11:56:00 +0100
Subject: [PATCH 509/697] SNS: v2 add http endpoint for opting out phone
 numbers (#13540)

---
 .../localstack/services/sns/constants.py      |  1 +
 .../localstack/services/sns/v2/models.py      |  2 +-
 .../localstack/services/sns/v2/provider.py    | 26 +++++++++++++++++++
 tests/aws/services/sns/test_sns.py            | 22 +++++++++++++---
 4 files changed, 47 insertions(+), 4 deletions(-)

diff --git a/localstack-core/localstack/services/sns/constants.py b/localstack-core/localstack/services/sns/constants.py
index 159d8b2353449..c3b329d33ca7a 100644
--- a/localstack-core/localstack/services/sns/constants.py
+++ b/localstack-core/localstack/services/sns/constants.py
@@ -51,6 +51,7 @@
 PLATFORM_ENDPOINT_MSGS_ENDPOINT = "/_aws/sns/platform-endpoint-messages"
 SMS_MSGS_ENDPOINT = "/_aws/sns/sms-messages"
 SUBSCRIPTION_TOKENS_ENDPOINT = "/_aws/sns/subscription-tokens"
+SMS_PHONE_NUMBER_OPT_OUT_ENDPOINT = "/_aws/sns/phone-opt-outs"
 
 # we add hex chars to respect the format of AWS with certificate ID, hardcoded for now
 # we could parametrize the certificate ID in the future
diff --git a/localstack-core/localstack/services/sns/v2/models.py b/localstack-core/localstack/services/sns/v2/models.py
index 2096e4eb4ee8f..2e64957c1d0e4 100644
--- a/localstack-core/localstack/services/sns/v2/models.py
+++ b/localstack-core/localstack/services/sns/v2/models.py
@@ -194,7 +194,7 @@ class SnsStore(BaseStore):
 
     TAGS: TaggingService = CrossRegionAttribute(default=TaggingService)
 
-    PHONE_NUMBERS_OPTED_OUT: list[PhoneNumber] = CrossRegionAttribute(default=list)
+    PHONE_NUMBERS_OPTED_OUT: set[PhoneNumber] = CrossRegionAttribute(default=set)
 
 
 sns_stores = AccountRegionBundle("sns", SnsStore)
diff --git a/localstack-core/localstack/services/sns/v2/provider.py b/localstack-core/localstack/services/sns/v2/provider.py
index f6941affbf1d6..0bc9deab7d6d7 100644
--- a/localstack-core/localstack/services/sns/v2/provider.py
+++ b/localstack-core/localstack/services/sns/v2/provider.py
@@ -89,6 +89,7 @@
     MSG_ATTR_NAME_REGEX,
     PLATFORM_ENDPOINT_MSGS_ENDPOINT,
     SMS_MSGS_ENDPOINT,
+    SMS_PHONE_NUMBER_OPT_OUT_ENDPOINT,
     SNS_CERT_ENDPOINT,
     SNS_PROTOCOLS,
     SUBSCRIPTION_TOKENS_ENDPOINT,
@@ -1654,6 +1655,7 @@ def register_sns_api_resource(router: Router):
     router.add(SNSServicePlatformEndpointMessagesApiResource())
     router.add(SNSServiceSMSMessagesApiResource())
     router.add(SNSServiceSubscriptionTokenApiResource())
+    router.add(SNSServiceSMSPhoneOptOutResource())
 
 
 def _format_messages(sent_messages: list[dict[str, str]], validated_keys: list[str]):
@@ -1786,3 +1788,27 @@ def on_get(self, _request: Request, subscription_arn: str):
             }
         )
         return response
+
+
+class SNSServiceSMSPhoneOptOutResource(SNSInternalResource):
+    resource_type = "phone-number-opt-out"
+    """Provides a REST API for adding phone numbers to the opt out list for testing purposes.
+    In AWS this seems to be handled by pin-point, which is scheduled for deprecation.
+
+    This is registered as a LocalStack internal HTTP resource.
+
+    This endpoint accepts:
+    - POST data `phoneNumber`: phone number to be opted out in SNS
+    - POST data `accountId`: account ID
+    """
+
+    @route(SMS_PHONE_NUMBER_OPT_OUT_ENDPOINT, methods=["POST"])
+    @count_usage
+    def on_post(self, request: Request):
+        data = json.loads(request.data) or {}
+        account_id = data.get("accountId", DEFAULT_AWS_ACCOUNT_ID)
+        region = AWS_REGION_US_EAST_1  # opt-out list is account-wide
+        opt_out_phone_number = data.get("phoneNumber")
+        store: SnsStore = sns_stores[account_id][region]
+        if opt_out_phone_number:
+            store.PHONE_NUMBERS_OPTED_OUT.add(opt_out_phone_number)
diff --git a/tests/aws/services/sns/test_sns.py b/tests/aws/services/sns/test_sns.py
index 0b0ef5fe65689..1982d00f20234 100644
--- a/tests/aws/services/sns/test_sns.py
+++ b/tests/aws/services/sns/test_sns.py
@@ -32,6 +32,7 @@
 from localstack.services.sns.constants import (
     PLATFORM_ENDPOINT_MSGS_ENDPOINT,
     SMS_MSGS_ENDPOINT,
+    SMS_PHONE_NUMBER_OPT_OUT_ENDPOINT,
     SUBSCRIPTION_TOKENS_ENDPOINT,
 )
 from localstack.testing.aws.util import is_aws_cloud
@@ -4924,7 +4925,7 @@ def cleanup_store():
             sns_store.PHONE_NUMBERS_OPTED_OUT.remove(phone_number)
 
         if not is_aws_cloud():
-            sns_store.PHONE_NUMBERS_OPTED_OUT.append(phone_number)
+            sns_store.PHONE_NUMBERS_OPTED_OUT.add(phone_number)
             cleanups.append(cleanup_store)
 
         response = aws_client.sns.check_if_phone_number_is_opted_out(phoneNumber=phone_number)
@@ -4944,7 +4945,7 @@ def cleanup_store():
             sns_store.PHONE_NUMBERS_OPTED_OUT.remove(phone_number)
 
         if not is_aws_cloud():
-            sns_store.PHONE_NUMBERS_OPTED_OUT.append(phone_number)
+            sns_store.PHONE_NUMBERS_OPTED_OUT.add(phone_number)
             cleanups.append(cleanup_store)
 
         snapshot.add_transformer(
@@ -4972,7 +4973,7 @@ def cleanup_store():
             sns_store.PHONE_NUMBERS_OPTED_OUT.remove(phone_number)
 
         if not is_aws_cloud():
-            sns_store.PHONE_NUMBERS_OPTED_OUT.append(phone_number)
+            sns_store.PHONE_NUMBERS_OPTED_OUT.add(phone_number)
             cleanups.append(cleanup_store)
         response = aws_client.sns.check_if_phone_number_is_opted_out(phoneNumber=phone_number)
         assert response["isOptedOut"]
@@ -4980,6 +4981,21 @@ def cleanup_store():
         response = aws_client.sns.opt_in_phone_number(phoneNumber=phone_number)
         snapshot.match("opt-in-phone-number", response)
 
+    @markers.aws.only_localstack
+    @markers.requires_in_process
+    @pytest.mark.skipif(is_sns_v1_provider(), reason="Not implemented in v1")
+    def test_opt_out_phone_number_via_endpoint(
+        self, phone_number, aws_client, snapshot, sns_provider, account_id, cleanups
+    ):
+        response = aws_client.sns.check_if_phone_number_is_opted_out(phoneNumber=phone_number)
+        assert not response["isOptedOut"]
+        data = {"phoneNumber": phone_number, "accountId": account_id}
+        phone_url = config.external_service_url() + SMS_PHONE_NUMBER_OPT_OUT_ENDPOINT
+        requests.post(phone_url, data=json.dumps(data))
+
+        response = aws_client.sns.check_if_phone_number_is_opted_out(phoneNumber=phone_number)
+        assert response["isOptedOut"]
+
     @markers.aws.validated
     def test_opt_in_non_existing_phone_number(
         self, phone_number, aws_client, snapshot, sns_provider, account_id, region_name

From c7060583f3dfd2bbb6d418b47dffee6152190bc0 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Carole=20Lavillonni=C3=A8re?=
 <carole-lavillonniere@users.noreply.github.com>
Date: Thu, 8 Jan 2026 12:19:17 +0100
Subject: [PATCH 510/697] fix: open API spec (#13551)

---
 localstack-core/localstack/openapi.yaml | 312 ++++++++++++------------
 1 file changed, 161 insertions(+), 151 deletions(-)

diff --git a/localstack-core/localstack/openapi.yaml b/localstack-core/localstack/openapi.yaml
index b3656c3f6f1af..6c9a5bfd35613 100644
--- a/localstack-core/localstack/openapi.yaml
+++ b/localstack-core/localstack/openapi.yaml
@@ -81,10 +81,10 @@ components:
             START:
               type: boolean
           required:
-          - BOOT
-          - START
-          - READY
-          - SHUTDOWN
+            - BOOT
+            - START
+            - READY
+            - SHUTDOWN
           type: object
         scripts:
           items:
@@ -97,14 +97,14 @@ components:
               state:
                 type: string
             required:
-            - stage
-            - name
-            - state
+              - stage
+              - name
+              - state
             type: object
           type: array
       required:
-      - completed
-      - scripts
+        - completed
+        - scripts
       type: object
     InitScriptsStage:
       additionalProperties: false
@@ -162,7 +162,7 @@ components:
             text_part:
               type: string
           required:
-          - text_part
+            - text_part
           type: object
         Destination:
           $ref: '#/components/schemas/SESDestination'
@@ -183,10 +183,10 @@ components:
         Timestamp:
           type: string
       required:
-      - Id
-      - Region
-      - Timestamp
-      - Source
+        - Id
+        - Region
+        - Timestamp
+        - Source
       type: object
     SessionInfo:
       additionalProperties: false
@@ -210,15 +210,15 @@ components:
         version:
           type: string
       required:
-      - version
-      - edition
-      - is_license_activated
-      - session_id
-      - machine_id
-      - system
-      - is_docker
-      - server_time_utc
-      - uptime
+        - version
+        - edition
+        - is_license_activated
+        - session_id
+        - machine_id
+        - system
+        - is_docker
+        - server_time_utc
+        - uptime
       type: object
     SnsSubscriptionTokenError:
       additionalProperties: false
@@ -228,8 +228,8 @@ components:
         subscription_arn:
           type: string
       required:
-      - error
-      - subscription_arn
+        - error
+        - subscription_arn
       type: object
     SNSPlatformEndpointMessage:
       type: object
@@ -456,7 +456,7 @@ paths:
                     description: Number of expired items that were deleted
                     type: integer
                 required:
-                - ExpiredItems
+                  - ExpiredItems
                 type: object
           description: Operation was successful
   /_aws/events/rules/{rule_arn}/trigger:
@@ -465,12 +465,12 @@ paths:
       operationId: trigger_event_bridge_rule
       tags: [aws]
       parameters:
-      - description: EventBridge rule ARN
-        in: path
-        name: rule_arn
-        required: true
-        schema:
-          type: string
+        - description: EventBridge rule ARN
+          in: path
+          name: rule_arn
+          required: true
+          schema:
+            type: string
       responses:
         '200':
           description: EventBridge rule was triggered
@@ -492,16 +492,16 @@ paths:
       operationId: get_lambda_runtimes
       tags: [aws]
       parameters:
-      - in: query
-        name: filter
-        required: false
-        schema:
-          default: supported
-          enum:
-          - all
-          - deprecated
-          - supported
-          type: string
+        - in: query
+          name: filter
+          required: false
+          schema:
+            default: supported
+            enum:
+              - all
+              - deprecated
+              - supported
+            type: string
       responses:
         '200':
           content:
@@ -514,7 +514,7 @@ paths:
                       type: string
                     type: array
                 required:
-                - Runtimes
+                  - Runtimes
                 type: object
           description: Available Lambda runtimes
   /_aws/ses:
@@ -523,7 +523,7 @@ paths:
       operationId: discard_ses_messages
       tags: [aws]
       parameters:
-      - $ref: '#/components/parameters/SesIdFilter'
+        - $ref: '#/components/parameters/SesIdFilter'
       responses:
         '204':
           description: Message was successfully discarded
@@ -532,8 +532,8 @@ paths:
       operationId: get_ses_messages
       tags: [aws]
       parameters:
-      - $ref: '#/components/parameters/SesIdFilter'
-      - $ref: '#/components/parameters/SesEmailFilter'
+        - $ref: '#/components/parameters/SesIdFilter'
+        - $ref: '#/components/parameters/SesEmailFilter'
       responses:
         '200':
           content:
@@ -546,7 +546,7 @@ paths:
                       $ref: '#/components/schemas/SesSentEmail'
                     type: array
                 required:
-                - messages
+                  - messages
                 type: object
           description: List of sent messages
   /_aws/sns/platform-endpoint-messages:
@@ -555,9 +555,9 @@ paths:
       operationId: discard_sns_endpoint_messages
       tags: [aws]
       parameters:
-      - $ref: '#/components/parameters/SnsAccountId'
-      - $ref: '#/components/parameters/SnsRegion'
-      - $ref: '#/components/parameters/SnsEndpointArn'
+        - $ref: '#/components/parameters/SnsAccountId'
+        - $ref: '#/components/parameters/SnsRegion'
+        - $ref: '#/components/parameters/SnsEndpointArn'
       responses:
         '204':
           description: Platform endpoint message was discarded
@@ -566,9 +566,9 @@ paths:
       operationId: get_sns_endpoint_messages
       tags: [aws]
       parameters:
-      - $ref: '#/components/parameters/SnsAccountId'
-      - $ref: '#/components/parameters/SnsRegion'
-      - $ref: '#/components/parameters/SnsEndpointArn'
+        - $ref: '#/components/parameters/SnsAccountId'
+        - $ref: '#/components/parameters/SnsRegion'
+        - $ref: '#/components/parameters/SnsEndpointArn'
       responses:
         '200':
           content:
@@ -582,9 +582,9 @@ paths:
       operationId: discard_sns_sms_messages
       tags: [aws]
       parameters:
-      - $ref: '#/components/parameters/SnsAccountId'
-      - $ref: '#/components/parameters/SnsRegion'
-      - $ref: '#/components/parameters/SnsPhoneNumber'
+        - $ref: '#/components/parameters/SnsAccountId'
+        - $ref: '#/components/parameters/SnsRegion'
+        - $ref: '#/components/parameters/SnsPhoneNumber'
       responses:
         '204':
           description: SMS message was discarded
@@ -593,9 +593,9 @@ paths:
       operationId: get_sns_sms_messages
       tags: [aws]
       parameters:
-      - $ref: '#/components/parameters/SnsAccountId'
-      - $ref: '#/components/parameters/SnsRegion'
-      - $ref: '#/components/parameters/SnsPhoneNumber'
+        - $ref: '#/components/parameters/SnsAccountId'
+        - $ref: '#/components/parameters/SnsRegion'
+        - $ref: '#/components/parameters/SnsPhoneNumber'
       responses:
         '200':
           content:
@@ -609,12 +609,12 @@ paths:
       operationId: get_sns_subscription_token
       tags: [aws]
       parameters:
-      - description: '`subscriptionArn` resource of subscription token'
-        in: path
-        name: subscription_arn
-        required: true
-        schema:
-          type: string
+        - description: '`subscriptionArn` resource of subscription token'
+          in: path
+          name: subscription_arn
+          required: true
+          schema:
+            type: string
       responses:
         '200':
           content:
@@ -627,8 +627,8 @@ paths:
                   subscription_token:
                     type: string
                 required:
-                - subscription_token
-                - subscription_arn
+                  - subscription_token
+                  - subscription_arn
                 type: object
           description: Subscription token
         '400':
@@ -649,12 +649,12 @@ paths:
       operationId: list_all_sqs_messages
       tags: [aws]
       parameters:
-      - description: SQS queue URL
-        in: query
-        name: QueueUrl
-        required: false
-        schema:
-          type: string
+        - description: SQS queue URL
+          in: query
+          name: QueueUrl
+          required: false
+          schema:
+            type: string
       responses:
         '200':
           content:
@@ -686,10 +686,10 @@ paths:
         content:
           application/x-www-form-urlencoded:
             schema:
-               $ref: '#/components/schemas/ReceiveMessageRequest'
+              $ref: '#/components/schemas/ReceiveMessageRequest'
           application/json:
             schema:
-               $ref: '#/components/schemas/ReceiveMessageRequest'
+              $ref: '#/components/schemas/ReceiveMessageRequest'
       responses:
         '200':
           content:
@@ -714,24 +714,24 @@ paths:
       operationId: list_sqs_messages
       tags: [aws]
       parameters:
-      - description: SQS queue region
-        in: path
-        name: region
-        required: true
-        schema:
-          type: string
-      - description: SQS queue account ID
-        in: path
-        name: account_id
-        required: true
-        schema:
-          type: string
-      - description: SQS queue name
-        in: path
-        name: queue_name
-        required: true
-        schema:
-          type: string
+        - description: SQS queue region
+          in: path
+          name: region
+          required: true
+          schema:
+            type: string
+        - description: SQS queue account ID
+          in: path
+          name: account_id
+          required: true
+          schema:
+            type: string
+        - description: SQS queue name
+          in: path
+          name: queue_name
+          required: true
+          schema:
+            type: string
       responses:
         '200':
           content:
@@ -762,6 +762,8 @@ paths:
               schema:
                 type: object
           description: Current LocalStack configuration
+        '404':
+          description: Not found
     post:
       description: Configuration option to update with new value
       operationId: update_config_option
@@ -774,14 +776,14 @@ paths:
               properties:
                 value:
                   type:
-                  - number
-                  - string
+                    - number
+                    - string
                 variable:
                   pattern: ^[_a-zA-Z0-9]+$
                   type: string
               required:
-              - variable
-              - value
+                - variable
+                - value
               type: object
         required: true
       responses:
@@ -793,19 +795,21 @@ paths:
                 properties:
                   value:
                     type:
-                    - number
-                    - string
+                      - number
+                      - string
                   variable:
                     type: string
                 required:
-                - variable
-                - value
+                  - variable
+                  - value
                 type: object
           description: Configuration option is updated
         '400':
           content:
             application/json: {}
           description: Bad request
+        '404':
+          description: Not found
   /_localstack/diagnose:
     get:
       description: Get diagnostics report
@@ -820,6 +824,8 @@ paths:
                 properties:
                   config:
                     type: object
+                  docker-dependent-image-hashes:
+                    type: object
                   docker-dependent-image-hosts:
                     type: object
                   docker-inspect:
@@ -836,7 +842,7 @@ paths:
                       docker:
                         type: string
                     required:
-                    - docker
+                      - docker
                     type: object
                   services:
                     type: object
@@ -851,7 +857,7 @@ paths:
                           kernel:
                             type: string
                         required:
-                        - kernel
+                          - kernel
                         type: object
                       image-version:
                         additionalProperties: false
@@ -865,47 +871,47 @@ paths:
                           tag:
                             type: string
                         required:
-                        - id
-                        - sha256
-                        - tag
-                        - created
+                          - id
+                          - sha256
+                          - tag
+                          - created
                         type: object
                       localstack-version:
                         additionalProperties: false
                         properties:
                           build-date:
                             type:
-                            - string
-                            - 'null'
+                              - string
+                              - 'null'
                           build-git-hash:
                             type:
-                            - string
-                            - 'null'
+                              - string
+                              - 'null'
                           build-version:
                             type:
-                            - string
-                            - 'null'
+                              - string
+                              - 'null'
                         required:
-                        - build-date
-                        - build-git-hash
-                        - build-version
+                          - build-date
+                          - build-git-hash
+                          - build-version
                         type: object
                     required:
-                    - image-version
-                    - localstack-version
-                    - host
+                      - image-version
+                      - localstack-version
+                      - host
                     type: object
                 required:
-                - version
-                - info
-                - services
-                - config
-                - docker-inspect
-                - docker-dependent-image-hosts
-                - file-tree
-                - important-endpoints
-                - logs
-                - usage
+                  - version
+                  - info
+                  - services
+                  - config
+                  - docker-inspect
+                  - docker-dependent-image-hosts
+                  - file-tree
+                  - important-endpoints
+                  - logs
+                  - usage
                 type: object
           description: Diagnostics report
   /_localstack/health:
@@ -914,12 +920,12 @@ paths:
       operationId: get_features_and_services
       tags: [localstack]
       parameters:
-      - allowEmptyValue: true
-        in: query
-        name: reload
-        required: false
-        schema:
-          type: string
+        - allowEmptyValue: true
+          in: query
+          name: reload
+          required: false
+          schema:
+            type: string
       responses:
         '200':
           content:
@@ -929,10 +935,10 @@ paths:
                 properties:
                   edition:
                     enum:
-                    - community
-                    - pro
-                    - enterprise
-                    - unknown
+                      - community
+                      - pro
+                      - enterprise
+                      - unknown
                     type: string
                   features:
                     type: object
@@ -941,9 +947,9 @@ paths:
                   version:
                     type: string
                 required:
-                - edition
-                - services
-                - version
+                  - edition
+                  - services
+                  - version
                 type: object
           description: Available LocalStack features and AWS services
     head:
@@ -966,11 +972,11 @@ paths:
               properties:
                 action:
                   enum:
-                  - restart
-                  - kill
+                    - restart
+                    - kill
                   type: string
               required:
-              - action
+                - action
               type: object
         description: Action to perform
         required: true
@@ -1003,7 +1009,7 @@ paths:
                   status:
                     type: string
                 required:
-                - status
+                  - status
                 type: object
           description: Data was saved
   /_localstack/info:
@@ -1036,11 +1042,11 @@ paths:
       operationId: get_init_script_info_stage
       tags: [localstack]
       parameters:
-      - in: path
-        name: stage
-        required: true
-        schema:
-          type: string
+        - in: path
+          name: stage
+          required: true
+          schema:
+            type: string
       responses:
         '200':
           content:
@@ -1048,6 +1054,10 @@ paths:
               schema:
                 $ref: '#/components/schemas/InitScriptsStage'
           description: Information about init scripts in a specific stage
+        '404':
+          content:
+            text/xml: {}
+          description: Stage not found
   /_localstack/plugins:
     get:
       description: ''

From b15ebc5129ae2f59a693691837097223b068492e Mon Sep 17 00:00:00 2001
From: Greg Furman <31275503+gregfurman@users.noreply.github.com>
Date: Thu, 8 Jan 2026 14:19:00 +0200
Subject: [PATCH 511/697] update: bump Lambda RIE version to v0.1.38-pre
 (#13537)

---
 localstack-core/localstack/services/lambda_/packages.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/localstack-core/localstack/services/lambda_/packages.py b/localstack-core/localstack/services/lambda_/packages.py
index b165a30c2f032..0e29faa514c9d 100644
--- a/localstack-core/localstack/services/lambda_/packages.py
+++ b/localstack-core/localstack/services/lambda_/packages.py
@@ -12,7 +12,7 @@
 """Customized LocalStack version of the AWS Lambda Runtime Interface Emulator (RIE).
 https://github.com/localstack/lambda-runtime-init/blob/localstack/README-LOCALSTACK.md
 """
-LAMBDA_RUNTIME_DEFAULT_VERSION = "v0.1.37-pre"
+LAMBDA_RUNTIME_DEFAULT_VERSION = "v0.1.38-pre"
 LAMBDA_RUNTIME_VERSION = config.LAMBDA_INIT_RELEASE_VERSION or LAMBDA_RUNTIME_DEFAULT_VERSION
 LAMBDA_RUNTIME_INIT_URL = "https://github.com/localstack/lambda-runtime-init/releases/download/{version}/aws-lambda-rie-{arch}"
 

From 3e92156e29b36bc7c4b00dc61fde21df1f4bb00a Mon Sep 17 00:00:00 2001
From: Peter Smith <peter.smith@localstack.cloud>
Date: Fri, 9 Jan 2026 04:03:52 +1300
Subject: [PATCH 512/697] SQS: Complete implementation and testing of
 AWS::SQS:* CloudFormation resource providers (#13548)

---
 .../sqs/resource_providers/aws_sqs_queue.py   |  41 +--
 .../aws_sqs_queueinlinepolicy.py              |  76 +++++
 .../resource_providers/aws_sqs_queuepolicy.py |  11 +-
 .../{ => generated}/aws_sqs_queue.schema.json |   9 +-
 .../generated/aws_sqs_queue_base.py           | 139 ++++++++++
 .../{ => generated}/aws_sqs_queue_plugin.py   |   4 +
 .../aws_sqs_queueinlinepolicy.schema.json     |  60 ++++
 .../aws_sqs_queueinlinepolicy_base.py         | 112 ++++++++
 .../aws_sqs_queueinlinepolicy_plugin.py       |  22 ++
 .../templates/sqs_with_queueinlinepolicy.yml  |  27 ++
 .../sqs_with_queueinlinepolicy_variant_1.yml  |  29 ++
 .../templates/sqs_with_queuepolicy.yml        |  21 +-
 .../sqs_with_queuepolicy_for_3_queues.yml     |  43 +++
 .../sqs_with_queuepolicy_updated.yml          |  21 +-
 .../sqs_without_queueinlinepolicy.yml         |  12 +
 .../templates/sqs_without_queuepolicy.yml     |  21 ++
 .../test_aws_sqs_queue.snapshot.json          |  18 +-
 .../test_aws_sqs_queue.validation.json        |  74 ++---
 .../test_aws_sqs_queueinlinepolicy.py         |  70 +++++
 ...st_aws_sqs_queueinlinepolicy.snapshot.json | 117 ++++++++
 ..._aws_sqs_queueinlinepolicy.validation.json |  29 ++
 .../test_aws_sqs_queuepolicy.py               | 121 ++++++--
 .../test_aws_sqs_queuepolicy.snapshot.json    | 262 +++++++++++++++++-
 .../test_aws_sqs_queuepolicy.validation.json  |  37 ++-
 24 files changed, 1257 insertions(+), 119 deletions(-)
 create mode 100644 localstack-core/localstack/services/sqs/resource_providers/aws_sqs_queueinlinepolicy.py
 rename localstack-core/localstack/services/sqs/resource_providers/{ => generated}/aws_sqs_queue.schema.json (97%)
 create mode 100644 localstack-core/localstack/services/sqs/resource_providers/generated/aws_sqs_queue_base.py
 rename localstack-core/localstack/services/sqs/resource_providers/{ => generated}/aws_sqs_queue_plugin.py (92%)
 create mode 100644 localstack-core/localstack/services/sqs/resource_providers/generated/aws_sqs_queueinlinepolicy.schema.json
 create mode 100644 localstack-core/localstack/services/sqs/resource_providers/generated/aws_sqs_queueinlinepolicy_base.py
 create mode 100644 localstack-core/localstack/services/sqs/resource_providers/generated/aws_sqs_queueinlinepolicy_plugin.py
 create mode 100644 tests/aws/services/sqs/resource_providers/templates/sqs_with_queueinlinepolicy.yml
 create mode 100644 tests/aws/services/sqs/resource_providers/templates/sqs_with_queueinlinepolicy_variant_1.yml
 create mode 100644 tests/aws/services/sqs/resource_providers/templates/sqs_with_queuepolicy_for_3_queues.yml
 create mode 100644 tests/aws/services/sqs/resource_providers/templates/sqs_without_queueinlinepolicy.yml
 create mode 100644 tests/aws/services/sqs/resource_providers/templates/sqs_without_queuepolicy.yml
 create mode 100644 tests/aws/services/sqs/resource_providers/test_aws_sqs_queueinlinepolicy.py
 create mode 100644 tests/aws/services/sqs/resource_providers/test_aws_sqs_queueinlinepolicy.snapshot.json
 create mode 100644 tests/aws/services/sqs/resource_providers/test_aws_sqs_queueinlinepolicy.validation.json

diff --git a/localstack-core/localstack/services/sqs/resource_providers/aws_sqs_queue.py b/localstack-core/localstack/services/sqs/resource_providers/aws_sqs_queue.py
index 884077599a0b6..fc839e57e5be2 100644
--- a/localstack-core/localstack/services/sqs/resource_providers/aws_sqs_queue.py
+++ b/localstack-core/localstack/services/sqs/resource_providers/aws_sqs_queue.py
@@ -2,45 +2,17 @@
 from __future__ import annotations
 
 import json
-from pathlib import Path
-from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
     OperationStatus,
     ProgressEvent,
-    ResourceProvider,
     ResourceRequest,
 )
-
-
-class SQSQueueProperties(TypedDict):
-    Arn: str | None
-    ContentBasedDeduplication: bool | None
-    DeduplicationScope: str | None
-    DelaySeconds: int | None
-    FifoQueue: bool | None
-    FifoThroughputLimit: str | None
-    KmsDataKeyReusePeriodSeconds: int | None
-    KmsMasterKeyId: str | None
-    MaximumMessageSize: int | None
-    MessageRetentionPeriod: int | None
-    QueueName: str | None
-    QueueUrl: str | None
-    ReceiveMessageWaitTimeSeconds: int | None
-    RedriveAllowPolicy: dict | str | None
-    RedrivePolicy: dict | str | None
-    SqsManagedSseEnabled: bool | None
-    Tags: list[Tag] | None
-    VisibilityTimeout: int | None
-
-
-class Tag(TypedDict):
-    Key: str | None
-    Value: str | None
-
-
-REPEATED_INVOCATION = "repeated_invocation"
+from localstack.services.sqs.resource_providers.generated.aws_sqs_queue_base import (
+    SQSQueueProperties,
+    SQSQueueProviderBase,
+)
 
 _queue_attribute_list = [
     "ContentBasedDeduplication",
@@ -60,10 +32,7 @@ class Tag(TypedDict):
 ]
 
 
-class SQSQueueProvider(ResourceProvider[SQSQueueProperties]):
-    TYPE = "AWS::SQS::Queue"  # Autogenerated. Don't change
-    SCHEMA = util.get_schema_path(Path(__file__))  # Autogenerated. Don't change
-
+class SQSQueueProvider(SQSQueueProviderBase):
     # Values used when a property is removed from a template and needs to be set to its default.
     # If AWS changes their defaults in the future, our parity tests should break.
     DEFAULT_ATTRIBUTE_VALUES = {
diff --git a/localstack-core/localstack/services/sqs/resource_providers/aws_sqs_queueinlinepolicy.py b/localstack-core/localstack/services/sqs/resource_providers/aws_sqs_queueinlinepolicy.py
new file mode 100644
index 0000000000000..3ef15877a8da1
--- /dev/null
+++ b/localstack-core/localstack/services/sqs/resource_providers/aws_sqs_queueinlinepolicy.py
@@ -0,0 +1,76 @@
+# LocalStack Resource Provider Scaffolding v2
+import json
+
+from localstack.services.cloudformation.resource_provider import (
+    OperationStatus,
+    ProgressEvent,
+    ResourceRequest,
+)
+from localstack.services.sqs.resource_providers.generated.aws_sqs_queueinlinepolicy_base import (
+    SQSQueueInlinePolicyProperties,
+    SQSQueueInlinePolicyProviderBase,
+)
+
+
+class SQSQueueInlinePolicyProvider(SQSQueueInlinePolicyProviderBase):
+    def create(
+        self,
+        request: ResourceRequest[SQSQueueInlinePolicyProperties],
+    ) -> ProgressEvent[SQSQueueInlinePolicyProperties]:
+        model = request.desired_state
+        sqs = request.aws_client_factory.sqs
+
+        queue = model.get("Queue")
+        policy = model.get("PolicyDocument")
+        sqs.set_queue_attributes(QueueUrl=queue, Attributes={"Policy": json.dumps(policy)})
+
+        return ProgressEvent(
+            status=OperationStatus.SUCCESS,
+            resource_model=model,
+            custom_context=request.custom_context,
+        )
+
+    def read(
+        self,
+        request: ResourceRequest[SQSQueueInlinePolicyProperties],
+    ) -> ProgressEvent[SQSQueueInlinePolicyProperties]:
+        raise NotImplementedError
+
+    def delete(
+        self,
+        request: ResourceRequest[SQSQueueInlinePolicyProperties],
+    ) -> ProgressEvent[SQSQueueInlinePolicyProperties]:
+        model = request.desired_state
+        sqs = request.aws_client_factory.sqs
+
+        queue = model.get("Queue")
+        sqs.set_queue_attributes(QueueUrl=queue, Attributes={"Policy": ""})
+
+        return ProgressEvent(status=OperationStatus.SUCCESS, resource_model={})
+
+    def update(
+        self,
+        request: ResourceRequest[SQSQueueInlinePolicyProperties],
+    ) -> ProgressEvent[SQSQueueInlinePolicyProperties]:
+        model = request.desired_state
+        sqs = request.aws_client_factory.sqs
+
+        queue = model.get("Queue")
+        policy = model.get("PolicyDocument")
+        sqs.set_queue_attributes(QueueUrl=queue, Attributes={"Policy": json.dumps(policy)})
+
+        return ProgressEvent(
+            status=OperationStatus.SUCCESS,
+            resource_model=model,
+            custom_context=request.custom_context,
+        )
+
+    def list(
+        self,
+        request: ResourceRequest[SQSQueueInlinePolicyProperties],
+    ) -> ProgressEvent[SQSQueueInlinePolicyProperties]:
+        """
+        List available resources of this type
+
+        """
+        raise NotImplementedError
diff --git a/localstack-core/localstack/services/sqs/resource_providers/aws_sqs_queuepolicy.py b/localstack-core/localstack/services/sqs/resource_providers/aws_sqs_queuepolicy.py
index a61e803a675c6..397eb6719e9a3 100644
--- a/localstack-core/localstack/services/sqs/resource_providers/aws_sqs_queuepolicy.py
+++ b/localstack-core/localstack/services/sqs/resource_providers/aws_sqs_queuepolicy.py
@@ -76,10 +76,19 @@ def update(
         """
         model = request.desired_state
         sqs = request.aws_client_factory.sqs
-        for queue in model.get("Queues", []):
+
+        # handle new/updated queues
+        desired_queues = model.get("Queues", [])
+        for queue in desired_queues:
             policy = json.dumps(model["PolicyDocument"])
             sqs.set_queue_attributes(QueueUrl=queue, Attributes={"Policy": policy})
 
+        # handle queues no longer in the desired state
+        previous_queues = request.previous_state.get("Queues", [])
+        outdated_queues = set(previous_queues) - set(desired_queues)
+        for queue in outdated_queues:
+            sqs.set_queue_attributes(QueueUrl=queue, Attributes={"Policy": ""})
+
         model["Id"] = request.previous_state["Id"]
 
         return ProgressEvent(
diff --git a/localstack-core/localstack/services/sqs/resource_providers/aws_sqs_queue.schema.json b/localstack-core/localstack/services/sqs/resource_providers/generated/aws_sqs_queue.schema.json
similarity index 97%
rename from localstack-core/localstack/services/sqs/resource_providers/aws_sqs_queue.schema.json
rename to localstack-core/localstack/services/sqs/resource_providers/generated/aws_sqs_queue.schema.json
index 0756d0bfb2b07..e5d96f59901bb 100644
--- a/localstack-core/localstack/services/sqs/resource_providers/aws_sqs_queue.schema.json
+++ b/localstack-core/localstack/services/sqs/resource_providers/generated/aws_sqs_queue.schema.json
@@ -123,8 +123,13 @@
     "taggable": true,
     "tagOnCreate": true,
     "tagUpdatable": true,
-    "cloudFormationSystemTags": true,
-    "tagProperty": "/properties/Tags"
+    "cloudFormationSystemTags": false,
+    "tagProperty": "/properties/Tags",
+    "permissions": [
+      "sqs:TagQueue",
+      "sqs:UntagQueue",
+      "sqs:ListQueueTags"
+    ]
   },
   "handlers": {
     "create": {
diff --git a/localstack-core/localstack/services/sqs/resource_providers/generated/aws_sqs_queue_base.py b/localstack-core/localstack/services/sqs/resource_providers/generated/aws_sqs_queue_base.py
new file mode 100644
index 0000000000000..289d1679531ce
--- /dev/null
+++ b/localstack-core/localstack/services/sqs/resource_providers/generated/aws_sqs_queue_base.py
@@ -0,0 +1,139 @@
+# LocalStack Resource Provider Base Class Scaffolding v2
+#
+# AUTOGENERATED FILE - DO NOT EDIT
+#
+
+from __future__ import annotations
+
+from abc import ABC, abstractmethod
+from pathlib import Path
+from typing import TypedDict
+
+import localstack.services.cloudformation.provider_utils as util
+from localstack.services.cloudformation.resource_provider import (
+    ProgressEvent,
+    ResourceProvider,
+    ResourceRequest,
+)
+
+
+class SQSQueueProperties(TypedDict):
+    Arn: str | None
+    ContentBasedDeduplication: bool | None
+    DeduplicationScope: str | None
+    DelaySeconds: int | None
+    FifoQueue: bool | None
+    FifoThroughputLimit: str | None
+    KmsDataKeyReusePeriodSeconds: int | None
+    KmsMasterKeyId: str | None
+    MaximumMessageSize: int | None
+    MessageRetentionPeriod: int | None
+    QueueName: str | None
+    QueueUrl: str | None
+    ReceiveMessageWaitTimeSeconds: int | None
+    RedriveAllowPolicy: dict | str | None
+    RedrivePolicy: dict | str | None
+    SqsManagedSseEnabled: bool | None
+    Tags: list[Tag] | None
+    VisibilityTimeout: int | None
+
+
+class Tag(TypedDict):
+    Key: str | None
+    Value: str | None
+
+
+REPEATED_INVOCATION = "repeated_invocation"
+
+
+class SQSQueueProviderBase(ResourceProvider[SQSQueueProperties], ABC):
+    TYPE = "AWS::SQS::Queue"  # Autogenerated. Don't change
+    SCHEMA = util.get_schema_path(Path(__file__))  # Autogenerated. Don't change
+
+    @abstractmethod
+    def create(
+        self,
+        request: ResourceRequest[SQSQueueProperties],
+    ) -> ProgressEvent[SQSQueueProperties]:
+        """
+        Create a new resource.
+
+        Primary identifier fields:
+          - /properties/QueueUrl
+
+
+
+        Create-only properties:
+          - /properties/FifoQueue
+          - /properties/QueueName
+
+        Read-only properties:
+          - /properties/QueueUrl
+          - /properties/Arn
+
+        IAM permissions required:
+          - sqs:CreateQueue
+          - sqs:GetQueueUrl
+          - sqs:GetQueueAttributes
+          - sqs:ListQueueTags
+          - sqs:TagQueue
+
+        """
+        raise NotImplementedError
+
+    @abstractmethod
+    def read(
+        self,
+        request: ResourceRequest[SQSQueueProperties],
+    ) -> ProgressEvent[SQSQueueProperties]:
+        """
+        Fetch resource information
+
+        IAM permissions required:
+          - sqs:GetQueueAttributes
+          - sqs:ListQueueTags
+        """
+        raise NotImplementedError
+
+    @abstractmethod
+    def delete(
+        self,
+        request: ResourceRequest[SQSQueueProperties],
+    ) -> ProgressEvent[SQSQueueProperties]:
+        """
+        Delete a resource
+
+        IAM permissions required:
+          - sqs:DeleteQueue
+          - sqs:GetQueueAttributes
+        """
+        raise NotImplementedError
+
+    @abstractmethod
+    def update(
+        self,
+        request: ResourceRequest[SQSQueueProperties],
+    ) -> ProgressEvent[SQSQueueProperties]:
+        """
+        Update a resource
+
+        IAM permissions required:
+          - sqs:SetQueueAttributes
+          - sqs:GetQueueAttributes
+          - sqs:ListQueueTags
+          - sqs:TagQueue
+          - sqs:UntagQueue
+        """
+        raise NotImplementedError
+
+    @abstractmethod
+    def list(
+        self,
+        request: ResourceRequest[SQSQueueProperties],
+    ) -> ProgressEvent[SQSQueueProperties]:
+        """
+        List available resources of this type
+        IAM permissions required:
+          - sqs:ListQueues
+        """
+        raise NotImplementedError
diff --git a/localstack-core/localstack/services/sqs/resource_providers/aws_sqs_queue_plugin.py b/localstack-core/localstack/services/sqs/resource_providers/generated/aws_sqs_queue_plugin.py
similarity index 92%
rename from localstack-core/localstack/services/sqs/resource_providers/aws_sqs_queue_plugin.py
rename to localstack-core/localstack/services/sqs/resource_providers/generated/aws_sqs_queue_plugin.py
index e71ec95f4f0b5..0da1d17979fdb 100644
--- a/localstack-core/localstack/services/sqs/resource_providers/aws_sqs_queue_plugin.py
+++ b/localstack-core/localstack/services/sqs/resource_providers/generated/aws_sqs_queue_plugin.py
@@ -1,3 +1,7 @@
+#
+# AUTOGENERATED FILE - DO NOT EDIT
+#
+
 from localstack.services.cloudformation.resource_provider import (
     CloudFormationResourceProviderPlugin,
     ResourceProvider,
diff --git a/localstack-core/localstack/services/sqs/resource_providers/generated/aws_sqs_queueinlinepolicy.schema.json b/localstack-core/localstack/services/sqs/resource_providers/generated/aws_sqs_queueinlinepolicy.schema.json
new file mode 100644
index 0000000000000..6093c0943f49f
--- /dev/null
+++ b/localstack-core/localstack/services/sqs/resource_providers/generated/aws_sqs_queueinlinepolicy.schema.json
@@ -0,0 +1,60 @@
+{
+  "typeName": "AWS::SQS::QueueInlinePolicy",
+  "description": "Schema for SQS QueueInlinePolicy",
+  "sourceUrl": "https://github.com/aws-cloudformation/aws-cloudformation-resource-providers-sqs.git",
+  "properties": {
+    "PolicyDocument": {
+      "description": "A policy document that contains permissions to add to the specified SQS queue",
+      "type": "object"
+    },
+    "Queue": {
+      "description": "The URL of the SQS queue.",
+      "type": "string"
+    }
+  },
+  "additionalProperties": false,
+  "tagging": {
+    "taggable": false,
+    "tagOnCreate": false,
+    "tagUpdatable": false,
+    "cloudFormationSystemTags": false
+  },
+  "required": [
+    "PolicyDocument",
+    "Queue"
+  ],
+  "primaryIdentifier": [
+    "/properties/Queue"
+  ],
+  "createOnlyProperties": [
+    "/properties/Queue"
+  ],
+  "handlers": {
+    "create": {
+      "permissions": [
+        "sqs:SetQueueAttributes",
+        "sqs:GetQueueAttributes",
+        "sqs:GetQueueUrl"
+      ]
+    },
+    "read": {
+      "permissions": [
+        "sqs:GetQueueAttributes",
+        "sqs:GetQueueUrl"
+      ]
+    },
+    "delete": {
+      "permissions": [
+        "sqs:SetQueueAttributes",
+        "sqs:GetQueueAttributes"
+      ]
+    },
+    "update": {
+      "permissions": [
+        "sqs:SetQueueAttributes",
+        "sqs:GetQueueAttributes",
+        "sqs:GetQueueUrl"
+      ]
+    }
+  }
+}
diff --git a/localstack-core/localstack/services/sqs/resource_providers/generated/aws_sqs_queueinlinepolicy_base.py b/localstack-core/localstack/services/sqs/resource_providers/generated/aws_sqs_queueinlinepolicy_base.py
new file mode 100644
index 0000000000000..f336f341ae1cc
--- /dev/null
+++ b/localstack-core/localstack/services/sqs/resource_providers/generated/aws_sqs_queueinlinepolicy_base.py
@@ -0,0 +1,112 @@
+# LocalStack Resource Provider Base Class Scaffolding v2
+#
+# AUTOGENERATED FILE - DO NOT EDIT
+#
+
+from __future__ import annotations
+
+from abc import ABC, abstractmethod
+from pathlib import Path
+from typing import TypedDict
+
+import localstack.services.cloudformation.provider_utils as util
+from localstack.services.cloudformation.resource_provider import (
+    ProgressEvent,
+    ResourceProvider,
+    ResourceRequest,
+)
+
+
+class SQSQueueInlinePolicyProperties(TypedDict):
+    PolicyDocument: dict | None
+    Queue: str | None
+
+
+REPEATED_INVOCATION = "repeated_invocation"
+
+
+class SQSQueueInlinePolicyProviderBase(ResourceProvider[SQSQueueInlinePolicyProperties], ABC):
+    TYPE = "AWS::SQS::QueueInlinePolicy"  # Autogenerated. Don't change
+    SCHEMA = util.get_schema_path(Path(__file__))  # Autogenerated. Don't change
+
+    @abstractmethod
+    def create(
+        self,
+        request: ResourceRequest[SQSQueueInlinePolicyProperties],
+    ) -> ProgressEvent[SQSQueueInlinePolicyProperties]:
+        """
+        Create a new resource.
+
+        Primary identifier fields:
+          - /properties/Queue
+
+        Required properties:
+          - PolicyDocument
+          - Queue
+
+        Create-only properties:
+          - /properties/Queue
+
+
+
+        IAM permissions required:
+          - sqs:SetQueueAttributes
+          - sqs:GetQueueAttributes
+          - sqs:GetQueueUrl
+
+        """
+        raise NotImplementedError
+
+    @abstractmethod
+    def read(
+        self,
+        request: ResourceRequest[SQSQueueInlinePolicyProperties],
+    ) -> ProgressEvent[SQSQueueInlinePolicyProperties]:
+        """
+        Fetch resource information
+
+        IAM permissions required:
+          - sqs:GetQueueAttributes
+          - sqs:GetQueueUrl
+        """
+        raise NotImplementedError
+
+    @abstractmethod
+    def delete(
+        self,
+        request: ResourceRequest[SQSQueueInlinePolicyProperties],
+    ) -> ProgressEvent[SQSQueueInlinePolicyProperties]:
+        """
+        Delete a resource
+
+        IAM permissions required:
+          - sqs:SetQueueAttributes
+          - sqs:GetQueueAttributes
+        """
+        raise NotImplementedError
+
+    @abstractmethod
+    def update(
+        self,
+        request: ResourceRequest[SQSQueueInlinePolicyProperties],
+    ) -> ProgressEvent[SQSQueueInlinePolicyProperties]:
+        """
+        Update a resource
+
+        IAM permissions required:
+          - sqs:SetQueueAttributes
+          - sqs:GetQueueAttributes
+          - sqs:GetQueueUrl
+        """
+        raise NotImplementedError
+
+    @abstractmethod
+    def list(
+        self,
+        request: ResourceRequest[SQSQueueInlinePolicyProperties],
+    ) -> ProgressEvent[SQSQueueInlinePolicyProperties]:
+        """
+        List available resources of this type
+
+        """
+        raise NotImplementedError
diff --git a/localstack-core/localstack/services/sqs/resource_providers/generated/aws_sqs_queueinlinepolicy_plugin.py b/localstack-core/localstack/services/sqs/resource_providers/generated/aws_sqs_queueinlinepolicy_plugin.py
new file mode 100644
index 0000000000000..bcc7af85d1916
--- /dev/null
+++ b/localstack-core/localstack/services/sqs/resource_providers/generated/aws_sqs_queueinlinepolicy_plugin.py
@@ -0,0 +1,22 @@
+#
+# AUTOGENERATED FILE - DO NOT EDIT
+#
+
+from localstack.services.cloudformation.resource_provider import (
+    CloudFormationResourceProviderPlugin,
+    ResourceProvider,
+)
+
+
+class SQSQueueInlinePolicyProviderPlugin(CloudFormationResourceProviderPlugin):
+    name = "AWS::SQS::QueueInlinePolicy"
+
+    def __init__(self):
+        self.factory: type[ResourceProvider] | None = None
+
+    def load(self):
+        from localstack.services.sqs.resource_providers.aws_sqs_queueinlinepolicy import (
+            SQSQueueInlinePolicyProvider,
+        )
+
+        self.factory = SQSQueueInlinePolicyProvider
diff --git a/tests/aws/services/sqs/resource_providers/templates/sqs_with_queueinlinepolicy.yml b/tests/aws/services/sqs/resource_providers/templates/sqs_with_queueinlinepolicy.yml
new file mode 100644
index 0000000000000..0cac63290c300
--- /dev/null
+++ b/tests/aws/services/sqs/resource_providers/templates/sqs_with_queueinlinepolicy.yml
@@ -0,0 +1,27 @@
+#
+# A standard SQS queue with an associated queue inline policy allowing a few actions.
+#
+
+Resources:
+  MyQueue:
+    Type: AWS::SQS::Queue
+
+  Policy:
+    Type: AWS::SQS::QueueInlinePolicy
+    Properties:
+      PolicyDocument:
+        Version: "2012-10-17"
+        Statement:
+          - Effect: Allow
+            Principal: "*"
+            Action:
+              - sqs:SendMessage
+              - sqs:GetQueueAttributes
+              - sqs:GetQueueUrl
+            Resource: !GetAtt MyQueue.Arn
+      Queue: !Ref MyQueue
+
+Outputs:
+    QueueUrl:
+        Value:
+            Ref: MyQueue
diff --git a/tests/aws/services/sqs/resource_providers/templates/sqs_with_queueinlinepolicy_variant_1.yml b/tests/aws/services/sqs/resource_providers/templates/sqs_with_queueinlinepolicy_variant_1.yml
new file mode 100644
index 0000000000000..2b2d438d4c900
--- /dev/null
+++ b/tests/aws/services/sqs/resource_providers/templates/sqs_with_queueinlinepolicy_variant_1.yml
@@ -0,0 +1,29 @@
+#
+# A standard SQS queue with an associated queue inline policy allowing a few actions.
+#
+
+Resources:
+  MyQueue:
+    Type: AWS::SQS::Queue
+
+  Policy:
+    Type: AWS::SQS::QueueInlinePolicy
+    Properties:
+      PolicyDocument:
+        Version: "2012-10-17"
+        Statement:
+          - Effect: Allow
+            Principal: "*"
+            Action:
+              - sqs:SendMessage
+              - sqs:GetQueueAttributes
+              - sqs:GetQueueUrl
+              - sqs:DeleteMessage
+              - sqs:ReceiveMessage
+            Resource: !GetAtt MyQueue.Arn
+      Queue: !Ref MyQueue
+
+Outputs:
+    QueueUrl:
+        Value:
+            Ref: MyQueue
diff --git a/tests/aws/services/sqs/resource_providers/templates/sqs_with_queuepolicy.yml b/tests/aws/services/sqs/resource_providers/templates/sqs_with_queuepolicy.yml
index 6621eeb477a91..2d0f49423fcaa 100644
--- a/tests/aws/services/sqs/resource_providers/templates/sqs_with_queuepolicy.yml
+++ b/tests/aws/services/sqs/resource_providers/templates/sqs_with_queuepolicy.yml
@@ -2,8 +2,13 @@
 # A standard SQS queue with an associated queue policy allowing a few actions.
 #
 Resources:
-  Queue4A7E3555:
+  Queue1:
     Type: AWS::SQS::Queue
+  Queue2:
+    Type: AWS::SQS::Queue
+  Queue3:
+    Type: AWS::SQS::Queue
+
   QueuePolicy25439813:
     Type: AWS::SQS::QueuePolicy
     Properties:
@@ -17,12 +22,18 @@ Resources:
             Principal: "*"
             Resource:
               Fn::GetAtt:
-                - Queue4A7E3555
+                - Queue1
                 - Arn
         Version: "2012-10-17"
       Queues:
-        - Ref: Queue4A7E3555
+        - Ref: Queue1
 Outputs:
-  QueueUrlOutput:
+  Queue1Url:
+    Value:
+      Ref: Queue1
+  Queue2Url:
+    Value:
+      Ref: Queue2
+  Queue3Url:
     Value:
-      Ref: Queue4A7E3555
+      Ref: Queue3
diff --git a/tests/aws/services/sqs/resource_providers/templates/sqs_with_queuepolicy_for_3_queues.yml b/tests/aws/services/sqs/resource_providers/templates/sqs_with_queuepolicy_for_3_queues.yml
new file mode 100644
index 0000000000000..5092a307037a4
--- /dev/null
+++ b/tests/aws/services/sqs/resource_providers/templates/sqs_with_queuepolicy_for_3_queues.yml
@@ -0,0 +1,43 @@
+#
+# A standard SQS queue with an associated queue policy allowing a few actions.
+#
+Resources:
+  Queue1:
+    Type: AWS::SQS::Queue
+  Queue2:
+    Type: AWS::SQS::Queue
+  Queue3:
+    Type: AWS::SQS::Queue
+
+  QueuePolicy25439813:
+    Type: AWS::SQS::QueuePolicy
+    Properties:
+      PolicyDocument:
+        Statement:
+          - Action:
+              - sqs:SendMessage
+              - sqs:GetQueueAttributes
+              - sqs:GetQueueUrl
+              - sqs:ChangeMessageVisibility
+            Effect: Allow
+            Principal: "*"
+            Resource:
+              Fn::GetAtt:
+                - Queue1
+                - Arn
+        Version: "2012-10-17"
+      Queues:
+        - Ref: Queue1
+        - Ref: Queue2
+        - Ref: Queue3
+
+Outputs:
+  Queue1Url:
+    Value:
+      Ref: Queue1
+  Queue2Url:
+    Value:
+      Ref: Queue2
+  Queue3Url:
+    Value:
+      Ref: Queue3
diff --git a/tests/aws/services/sqs/resource_providers/templates/sqs_with_queuepolicy_updated.yml b/tests/aws/services/sqs/resource_providers/templates/sqs_with_queuepolicy_updated.yml
index 2ab4f38fb72fa..f6b05ab1d72bb 100644
--- a/tests/aws/services/sqs/resource_providers/templates/sqs_with_queuepolicy_updated.yml
+++ b/tests/aws/services/sqs/resource_providers/templates/sqs_with_queuepolicy_updated.yml
@@ -3,8 +3,13 @@
 # to sqs_with_queuepolicy.yml.
 #
 Resources:
-  Queue4A7E3555:
+  Queue1:
     Type: AWS::SQS::Queue
+  Queue2:
+    Type: AWS::SQS::Queue
+  Queue3:
+    Type: AWS::SQS::Queue
+
   QueuePolicy25439813:
     Type: AWS::SQS::QueuePolicy
     Properties:
@@ -19,12 +24,18 @@ Resources:
             Principal: "*"
             Resource:
               Fn::GetAtt:
-                - Queue4A7E3555
+                - Queue1
                 - Arn
         Version: "2012-10-17"
       Queues:
-        - Ref: Queue4A7E3555
+        - Ref: Queue1
 Outputs:
-  QueueUrlOutput:
+  Queue1Url:
+    Value:
+      Ref: Queue1
+  Queue2Url:
+    Value:
+      Ref: Queue2
+  Queue3Url:
     Value:
-      Ref: Queue4A7E3555
+      Ref: Queue3
diff --git a/tests/aws/services/sqs/resource_providers/templates/sqs_without_queueinlinepolicy.yml b/tests/aws/services/sqs/resource_providers/templates/sqs_without_queueinlinepolicy.yml
new file mode 100644
index 0000000000000..b9a7dba45edd9
--- /dev/null
+++ b/tests/aws/services/sqs/resource_providers/templates/sqs_without_queueinlinepolicy.yml
@@ -0,0 +1,12 @@
+#
+# A standard SQS queue without an associated queue (inline) policy.
+#
+
+Resources:
+  MyQueue:
+    Type: AWS::SQS::Queue
+
+Outputs:
+    QueueUrl:
+        Value:
+            Ref: MyQueue
diff --git a/tests/aws/services/sqs/resource_providers/templates/sqs_without_queuepolicy.yml b/tests/aws/services/sqs/resource_providers/templates/sqs_without_queuepolicy.yml
new file mode 100644
index 0000000000000..0c2661333ec77
--- /dev/null
+++ b/tests/aws/services/sqs/resource_providers/templates/sqs_without_queuepolicy.yml
@@ -0,0 +1,21 @@
+#
+# A set of three standard SQS queues without any associated queue policies.
+#
+Resources:
+  Queue1:
+    Type: AWS::SQS::Queue
+  Queue2:
+    Type: AWS::SQS::Queue
+  Queue3:
+    Type: AWS::SQS::Queue
+
+Outputs:
+  Queue1Url:
+    Value:
+      Ref: Queue1
+  Queue2Url:
+    Value:
+      Ref: Queue2
+  Queue3Url:
+    Value:
+      Ref: Queue3
diff --git a/tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.snapshot.json b/tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.snapshot.json
index 393a4ded0e75a..771c5aca44b51 100644
--- a/tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.snapshot.json
+++ b/tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.snapshot.json
@@ -1,6 +1,6 @@
 {
   "tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.py::test_create_standard_queue_with_required_properties": {
-    "recorded-date": "07-12-2025, 19:18:58",
+    "recorded-date": "18-12-2025, 22:04:55",
     "recorded-content": {
       "attributes": {
         "Attributes": {
@@ -25,7 +25,7 @@
     }
   },
   "tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.py::test_create_standard_queue_with_all_properties": {
-    "recorded-date": "07-12-2025, 19:20:20",
+    "recorded-date": "18-12-2025, 22:06:15",
     "recorded-content": {
       "attributes": {
         "Attributes": {
@@ -77,7 +77,7 @@
     }
   },
   "tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.py::test_create_fifo_queue_with_required_properties": {
-    "recorded-date": "07-12-2025, 19:22:08",
+    "recorded-date": "18-12-2025, 22:08:03",
     "recorded-content": {
       "attributes": {
         "Attributes": {
@@ -106,7 +106,7 @@
     }
   },
   "tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.py::test_create_fifo_queue_with_all_properties": {
-    "recorded-date": "07-12-2025, 19:23:29",
+    "recorded-date": "18-12-2025, 22:09:23",
     "recorded-content": {
       "attributes": {
         "Attributes": {
@@ -162,7 +162,7 @@
     }
   },
   "tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.py::test_update_standard_queue_modify_properties_in_place": {
-    "recorded-date": "07-12-2025, 19:26:04",
+    "recorded-date": "18-12-2025, 22:12:01",
     "recorded-content": {
       "updated_attributes": {
         "Attributes": {
@@ -201,7 +201,7 @@
     }
   },
   "tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.py::test_update_standard_queue_add_properties_with_replacement": {
-    "recorded-date": "07-12-2025, 19:29:14",
+    "recorded-date": "18-12-2025, 22:15:10",
     "recorded-content": {
       "updated_attributes": {
         "Attributes": {
@@ -252,7 +252,7 @@
     }
   },
   "tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.py::test_update_standard_queue_remove_some_properties": {
-    "recorded-date": "07-12-2025, 19:31:50",
+    "recorded-date": "18-12-2025, 22:17:47",
     "recorded-content": {
       "updated_attributes": {
         "Attributes": {
@@ -290,7 +290,7 @@
     }
   },
   "tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.py::test_update_completely_remove_resource": {
-    "recorded-date": "07-12-2025, 19:34:25",
+    "recorded-date": "18-12-2025, 22:20:21",
     "recorded-content": {
       "error": {
         "Error": {
@@ -307,7 +307,7 @@
     }
   },
   "tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.py::test_update_standard_queue_without_explicit_name": {
-    "recorded-date": "07-12-2025, 19:36:25",
+    "recorded-date": "18-12-2025, 22:22:23",
     "recorded-content": {
       "updated_attributes": {
         "Attributes": {
diff --git a/tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.validation.json b/tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.validation.json
index 70aab5d6bd816..0a9f80516b6f4 100644
--- a/tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.validation.json
+++ b/tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.validation.json
@@ -1,83 +1,83 @@
 {
   "tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.py::test_create_fifo_queue_with_all_properties": {
-    "last_validated_date": "2025-12-07T19:24:35+00:00",
+    "last_validated_date": "2025-12-18T22:10:29+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 45.71,
-      "teardown": 66.19,
-      "total": 111.9
+      "call": 45.37,
+      "teardown": 66.13,
+      "total": 111.5
     }
   },
   "tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.py::test_create_fifo_queue_with_required_properties": {
-    "last_validated_date": "2025-12-07T19:22:43+00:00",
+    "last_validated_date": "2025-12-18T22:08:38+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 41.17,
-      "teardown": 35.19,
-      "total": 76.36
+      "call": 42.49,
+      "teardown": 34.51,
+      "total": 77.0
     }
   },
   "tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.py::test_create_standard_queue_with_all_properties": {
-    "last_validated_date": "2025-12-07T19:21:27+00:00",
+    "last_validated_date": "2025-12-18T22:07:21+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 46.56,
-      "teardown": 66.83,
-      "total": 113.39
+      "call": 45.72,
+      "teardown": 66.09,
+      "total": 111.81
     }
   },
   "tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.py::test_create_standard_queue_with_required_properties": {
-    "last_validated_date": "2025-12-07T19:19:33+00:00",
+    "last_validated_date": "2025-12-18T22:05:29+00:00",
     "durations_in_seconds": {
-      "setup": 1.3,
-      "call": 44.27,
-      "teardown": 34.85,
-      "total": 80.42
+      "setup": 1.03,
+      "call": 43.56,
+      "teardown": 34.51,
+      "total": 79.1
     }
   },
   "tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.py::test_update_completely_remove_resource": {
-    "last_validated_date": "2025-12-07T19:35:02+00:00",
+    "last_validated_date": "2025-12-18T22:20:56+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 88.6,
-      "teardown": 36.74,
-      "total": 125.34
+      "call": 87.4,
+      "teardown": 34.94,
+      "total": 122.34
     }
   },
   "tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.py::test_update_standard_queue_add_properties_with_replacement": {
-    "last_validated_date": "2025-12-07T19:30:21+00:00",
+    "last_validated_date": "2025-12-18T22:16:16+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 123.16,
-      "teardown": 67.12,
-      "total": 190.28
+      "call": 122.66,
+      "teardown": 66.53,
+      "total": 189.19
     }
   },
   "tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.py::test_update_standard_queue_modify_properties_in_place": {
-    "last_validated_date": "2025-12-07T19:27:11+00:00",
+    "last_validated_date": "2025-12-18T22:13:07+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 88.67,
-      "teardown": 67.42,
-      "total": 156.09
+      "call": 91.09,
+      "teardown": 66.39,
+      "total": 157.48
     }
   },
   "tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.py::test_update_standard_queue_remove_some_properties": {
-    "last_validated_date": "2025-12-07T19:32:56+00:00",
+    "last_validated_date": "2025-12-18T22:18:54+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 88.91,
-      "teardown": 65.94,
-      "total": 154.85
+      "call": 91.05,
+      "teardown": 66.57,
+      "total": 157.62
     }
   },
   "tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.py::test_update_standard_queue_without_explicit_name": {
-    "last_validated_date": "2025-12-07T19:37:01+00:00",
+    "last_validated_date": "2025-12-18T22:22:58+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 83.75,
-      "teardown": 35.43,
-      "total": 119.18
+      "call": 86.74,
+      "teardown": 35.07,
+      "total": 121.81
     }
   }
 }
diff --git a/tests/aws/services/sqs/resource_providers/test_aws_sqs_queueinlinepolicy.py b/tests/aws/services/sqs/resource_providers/test_aws_sqs_queueinlinepolicy.py
new file mode 100644
index 0000000000000..2a2b8f778bf3a
--- /dev/null
+++ b/tests/aws/services/sqs/resource_providers/test_aws_sqs_queueinlinepolicy.py
@@ -0,0 +1,70 @@
+import os
+
+from localstack.testing.pytest import markers
+
+
+def deploy_stack(deploy_cfn_template, template_filename, **kwargs):
+    """
+    Helper function to deploy a CloudFormation stack using a template file. This exists to reduce
+    boilerplate in the test cases.
+    """
+    template_path = os.path.join(os.path.dirname(__file__), "templates", template_filename)
+    return deploy_cfn_template(template_path=template_path, **kwargs)
+
+
+@markers.aws.validated
+def test_create_sqs_with_inlinepolicy(deploy_cfn_template, aws_client, snapshot):
+    stack = deploy_stack(deploy_cfn_template, "sqs_with_queueinlinepolicy.yml")
+    queue_url = stack.outputs["QueueUrl"]
+
+    snapshot.match(
+        "policy", aws_client.sqs.get_queue_attributes(QueueUrl=queue_url, AttributeNames=["Policy"])
+    )
+    snapshot.add_transformer(snapshot.transform.key_value("Resource"))
+
+
+@markers.aws.validated
+def test_update_sqs_with_inlinepolicy(deploy_cfn_template, aws_client, snapshot):
+    stack = deploy_stack(deploy_cfn_template, "sqs_with_queueinlinepolicy.yml")
+    queue_url = stack.outputs["QueueUrl"]
+
+    snapshot.match(
+        "policy_before",
+        aws_client.sqs.get_queue_attributes(QueueUrl=queue_url, AttributeNames=["Policy"]),
+    )
+
+    deploy_stack(
+        deploy_cfn_template,
+        "sqs_with_queueinlinepolicy_variant_1.yml",
+        is_update=True,
+        stack_name=stack.stack_name,
+    )
+    snapshot.match(
+        "policy_after",
+        aws_client.sqs.get_queue_attributes(QueueUrl=queue_url, AttributeNames=["Policy"]),
+    )
+    snapshot.add_transformer(snapshot.transform.key_value("Resource"))
+
+
+@markers.aws.validated
+def test_update_sqs_remove_inlinepolicy(deploy_cfn_template, aws_client, snapshot):
+    stack = deploy_stack(deploy_cfn_template, "sqs_with_queueinlinepolicy.yml")
+    queue_url = stack.outputs["QueueUrl"]
+
+    snapshot.match(
+        "policy_before",
+        aws_client.sqs.get_queue_attributes(QueueUrl=queue_url, AttributeNames=["Policy"]),
+    )
+
+    deploy_stack(
+        deploy_cfn_template,
+        "sqs_without_queueinlinepolicy.yml",
+        is_update=True,
+        stack_name=stack.stack_name,
+    )
+
+    snapshot.match(
+        "policy_after",
+        aws_client.sqs.get_queue_attributes(QueueUrl=queue_url, AttributeNames=["Policy"]),
+    )
+    snapshot.add_transformer(snapshot.transform.key_value("Resource"))
diff --git a/tests/aws/services/sqs/resource_providers/test_aws_sqs_queueinlinepolicy.snapshot.json b/tests/aws/services/sqs/resource_providers/test_aws_sqs_queueinlinepolicy.snapshot.json
new file mode 100644
index 0000000000000..c2d2b26eb96ea
--- /dev/null
+++ b/tests/aws/services/sqs/resource_providers/test_aws_sqs_queueinlinepolicy.snapshot.json
@@ -0,0 +1,117 @@
+{
+  "tests/aws/services/sqs/resource_providers/test_aws_sqs_queueinlinepolicy.py::test_create_sqs_with_inlinepolicy": {
+    "recorded-date": "18-12-2025, 22:24:13",
+    "recorded-content": {
+      "policy": {
+        "Attributes": {
+          "Policy": {
+            "Version": "2012-10-17",
+            "Statement": [
+              {
+                "Effect": "Allow",
+                "Principal": "*",
+                "Action": [
+                  "sqs:SendMessage",
+                  "sqs:GetQueueAttributes",
+                  "sqs:GetQueueUrl"
+                ],
+                "Resource": "<resource:1>"
+              }
+            ]
+          }
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/sqs/resource_providers/test_aws_sqs_queueinlinepolicy.py::test_update_sqs_with_inlinepolicy": {
+    "recorded-date": "18-12-2025, 22:28:18",
+    "recorded-content": {
+      "policy_before": {
+        "Attributes": {
+          "Policy": {
+            "Version": "2012-10-17",
+            "Statement": [
+              {
+                "Effect": "Allow",
+                "Principal": "*",
+                "Action": [
+                  "sqs:SendMessage",
+                  "sqs:GetQueueAttributes",
+                  "sqs:GetQueueUrl"
+                ],
+                "Resource": "<resource:1>"
+              }
+            ]
+          }
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "policy_after": {
+        "Attributes": {
+          "Policy": {
+            "Version": "2012-10-17",
+            "Statement": [
+              {
+                "Effect": "Allow",
+                "Principal": "*",
+                "Action": [
+                  "sqs:SendMessage",
+                  "sqs:GetQueueAttributes",
+                  "sqs:GetQueueUrl",
+                  "sqs:DeleteMessage",
+                  "sqs:ReceiveMessage"
+                ],
+                "Resource": "<resource:1>"
+              }
+            ]
+          }
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/sqs/resource_providers/test_aws_sqs_queueinlinepolicy.py::test_update_sqs_remove_inlinepolicy": {
+    "recorded-date": "18-12-2025, 22:32:22",
+    "recorded-content": {
+      "policy_before": {
+        "Attributes": {
+          "Policy": {
+            "Version": "2012-10-17",
+            "Statement": [
+              {
+                "Effect": "Allow",
+                "Principal": "*",
+                "Action": [
+                  "sqs:SendMessage",
+                  "sqs:GetQueueAttributes",
+                  "sqs:GetQueueUrl"
+                ],
+                "Resource": "<resource:1>"
+              }
+            ]
+          }
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "policy_after": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  }
+}
diff --git a/tests/aws/services/sqs/resource_providers/test_aws_sqs_queueinlinepolicy.validation.json b/tests/aws/services/sqs/resource_providers/test_aws_sqs_queueinlinepolicy.validation.json
new file mode 100644
index 0000000000000..c5edb3324071d
--- /dev/null
+++ b/tests/aws/services/sqs/resource_providers/test_aws_sqs_queueinlinepolicy.validation.json
@@ -0,0 +1,29 @@
+{
+  "tests/aws/services/sqs/resource_providers/test_aws_sqs_queueinlinepolicy.py::test_create_sqs_with_inlinepolicy": {
+    "last_validated_date": "2025-12-18T22:25:49+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 75.28,
+      "teardown": 95.53,
+      "total": 170.81
+    }
+  },
+  "tests/aws/services/sqs/resource_providers/test_aws_sqs_queueinlinepolicy.py::test_update_sqs_remove_inlinepolicy": {
+    "last_validated_date": "2025-12-18T22:32:57+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 148.04,
+      "teardown": 35.02,
+      "total": 183.06
+    }
+  },
+  "tests/aws/services/sqs/resource_providers/test_aws_sqs_queueinlinepolicy.py::test_update_sqs_with_inlinepolicy": {
+    "last_validated_date": "2025-12-18T22:29:54+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 149.31,
+      "teardown": 95.73,
+      "total": 245.04
+    }
+  }
+}
diff --git a/tests/aws/services/sqs/resource_providers/test_aws_sqs_queuepolicy.py b/tests/aws/services/sqs/resource_providers/test_aws_sqs_queuepolicy.py
index dfed6a331df6a..d89c274872123 100644
--- a/tests/aws/services/sqs/resource_providers/test_aws_sqs_queuepolicy.py
+++ b/tests/aws/services/sqs/resource_providers/test_aws_sqs_queuepolicy.py
@@ -1,7 +1,6 @@
 import os
 
 from localstack.testing.pytest import markers
-from localstack.utils.sync import wait_until
 
 
 def deploy_stack(deploy_cfn_template, template_filename, **kwargs):
@@ -16,7 +15,7 @@ def deploy_stack(deploy_cfn_template, template_filename, **kwargs):
 @markers.aws.validated
 def test_sqs_queue_policy(deploy_cfn_template, aws_client, snapshot):
     result = deploy_stack(deploy_cfn_template, "sqs_with_queuepolicy.yml")
-    queue_url = result.outputs["QueueUrlOutput"]
+    queue_url = result.outputs["Queue1Url"]
 
     snapshot.match(
         "policy", aws_client.sqs.get_queue_attributes(QueueUrl=queue_url, AttributeNames=["Policy"])
@@ -28,7 +27,7 @@ def test_sqs_queue_policy(deploy_cfn_template, aws_client, snapshot):
 def test_update_sqs_queuepolicy(deploy_cfn_template, aws_client, snapshot):
     stack = deploy_stack(deploy_cfn_template, "sqs_with_queuepolicy.yml")
     policy = aws_client.sqs.get_queue_attributes(
-        QueueUrl=stack.outputs["QueueUrlOutput"], AttributeNames=["Policy"]
+        QueueUrl=stack.outputs["Queue1Url"], AttributeNames=["Policy"]
     )
     snapshot.match("policy1", policy["Attributes"]["Policy"])
 
@@ -39,24 +38,112 @@ def test_update_sqs_queuepolicy(deploy_cfn_template, aws_client, snapshot):
         stack_name=stack.stack_name,
     )
 
-    def check_policy_updated():
-        policy_updated = aws_client.sqs.get_queue_attributes(
-            QueueUrl=updated_stack.outputs["QueueUrlOutput"], AttributeNames=["Policy"]
-        )
-        assert policy_updated["Attributes"]["Policy"] != policy["Attributes"]["Policy"]
-        return policy_updated
-
-    wait_until(check_policy_updated)
-
     policy = aws_client.sqs.get_queue_attributes(
-        QueueUrl=updated_stack.outputs["QueueUrlOutput"], AttributeNames=["Policy"]
+        QueueUrl=updated_stack.outputs["Queue1Url"], AttributeNames=["Policy"]
     )
 
     snapshot.match("policy2", policy["Attributes"]["Policy"])
     snapshot.add_transformer(snapshot.transform.cloudformation_api())
 
 
-# TODO: add the following test cases:
-#  - update to add two additional queues (1 -> 3)
-#  - update to remove two of the queues (3 -> 1)
-#  - Update to remove queuepolicy from the template.
+@markers.aws.validated
+def test_update_add_two_additional_queues_to_policy(deploy_cfn_template, aws_client, snapshot):
+    stack = deploy_stack(deploy_cfn_template, "sqs_with_queuepolicy.yml")
+    queue_1_url = stack.outputs["Queue1Url"]
+    queue_2_url = stack.outputs["Queue2Url"]
+    queue_3_url = stack.outputs["Queue3Url"]
+    snapshot.match(
+        "queue_1_before",
+        aws_client.sqs.get_queue_attributes(QueueUrl=queue_1_url, AttributeNames=["Policy"]),
+    )
+    snapshot.match(
+        "queue_2_before",
+        aws_client.sqs.get_queue_attributes(QueueUrl=queue_2_url, AttributeNames=["Policy"]),
+    )
+    snapshot.match(
+        "queue_3_before",
+        aws_client.sqs.get_queue_attributes(QueueUrl=queue_3_url, AttributeNames=["Policy"]),
+    )
+
+    deploy_stack(
+        deploy_cfn_template,
+        "sqs_with_queuepolicy_for_3_queues.yml",
+        is_update=True,
+        stack_name=stack.stack_name,
+    )
+    snapshot.match(
+        "queue_1_after",
+        aws_client.sqs.get_queue_attributes(QueueUrl=queue_1_url, AttributeNames=["Policy"]),
+    )
+    snapshot.match(
+        "queue_2_after",
+        aws_client.sqs.get_queue_attributes(QueueUrl=queue_2_url, AttributeNames=["Policy"]),
+    )
+    snapshot.match(
+        "queue_3_after",
+        aws_client.sqs.get_queue_attributes(QueueUrl=queue_3_url, AttributeNames=["Policy"]),
+    )
+    snapshot.add_transformer(snapshot.transform.key_value("Resource"))
+
+
+@markers.aws.validated
+def test_update_remove_two_queues_from_policy(deploy_cfn_template, aws_client, snapshot):
+    stack = deploy_stack(deploy_cfn_template, "sqs_with_queuepolicy_for_3_queues.yml")
+    queue_1_url = stack.outputs["Queue1Url"]
+    queue_2_url = stack.outputs["Queue2Url"]
+    queue_3_url = stack.outputs["Queue3Url"]
+    snapshot.match(
+        "queue_1_before",
+        aws_client.sqs.get_queue_attributes(QueueUrl=queue_1_url, AttributeNames=["Policy"]),
+    )
+    snapshot.match(
+        "queue_2_before",
+        aws_client.sqs.get_queue_attributes(QueueUrl=queue_2_url, AttributeNames=["Policy"]),
+    )
+    snapshot.match(
+        "queue_3_before",
+        aws_client.sqs.get_queue_attributes(QueueUrl=queue_3_url, AttributeNames=["Policy"]),
+    )
+
+    deploy_stack(
+        deploy_cfn_template,
+        "sqs_with_queuepolicy.yml",
+        is_update=True,
+        stack_name=stack.stack_name,
+    )
+    snapshot.match(
+        "queue_1_after",
+        aws_client.sqs.get_queue_attributes(QueueUrl=queue_1_url, AttributeNames=["Policy"]),
+    )
+    snapshot.match(
+        "queue_2_after",
+        aws_client.sqs.get_queue_attributes(QueueUrl=queue_2_url, AttributeNames=["Policy"]),
+    )
+    snapshot.match(
+        "queue_3_after",
+        aws_client.sqs.get_queue_attributes(QueueUrl=queue_3_url, AttributeNames=["Policy"]),
+    )
+    snapshot.add_transformer(snapshot.transform.key_value("Resource"))
+
+
+@markers.aws.validated
+def test_update_to_remove_queuepolicy_from_template(deploy_cfn_template, aws_client, snapshot):
+    stack = deploy_stack(deploy_cfn_template, "sqs_with_queuepolicy.yml")
+    queue_url = stack.outputs["Queue1Url"]
+    snapshot.match(
+        "policy_before",
+        aws_client.sqs.get_queue_attributes(QueueUrl=queue_url, AttributeNames=["Policy"]),
+    )
+
+    deploy_stack(
+        deploy_cfn_template,
+        "sqs_without_queuepolicy.yml",
+        is_update=True,
+        stack_name=stack.stack_name,
+    )
+
+    snapshot.match(
+        "policy_after",
+        aws_client.sqs.get_queue_attributes(QueueUrl=queue_url, AttributeNames=["Policy"]),
+    )
+    snapshot.add_transformer(snapshot.transform.key_value("Resource"))
diff --git a/tests/aws/services/sqs/resource_providers/test_aws_sqs_queuepolicy.snapshot.json b/tests/aws/services/sqs/resource_providers/test_aws_sqs_queuepolicy.snapshot.json
index a78d2dd9d29f2..8d625e2742349 100644
--- a/tests/aws/services/sqs/resource_providers/test_aws_sqs_queuepolicy.snapshot.json
+++ b/tests/aws/services/sqs/resource_providers/test_aws_sqs_queuepolicy.snapshot.json
@@ -1,6 +1,6 @@
 {
   "tests/aws/services/sqs/resource_providers/test_aws_sqs_queuepolicy.py::test_sqs_queue_policy": {
-    "recorded-date": "07-12-2025, 18:56:21",
+    "recorded-date": "18-12-2025, 22:33:40",
     "recorded-content": {
       "policy": {
         "Attributes": {
@@ -28,7 +28,7 @@
     }
   },
   "tests/aws/services/sqs/resource_providers/test_aws_sqs_queuepolicy.py::test_update_sqs_queuepolicy": {
-    "recorded-date": "07-12-2025, 18:58:54",
+    "recorded-date": "18-12-2025, 22:36:17",
     "recorded-content": {
       "policy1": {
         "Version": "2012-10-17",
@@ -62,5 +62,263 @@
         ]
       }
     }
+  },
+  "tests/aws/services/sqs/resource_providers/test_aws_sqs_queuepolicy.py::test_update_add_two_additional_queues_to_policy": {
+    "recorded-date": "18-12-2025, 22:38:51",
+    "recorded-content": {
+      "queue_1_before": {
+        "Attributes": {
+          "Policy": {
+            "Version": "2012-10-17",
+            "Statement": [
+              {
+                "Effect": "Allow",
+                "Principal": "*",
+                "Action": [
+                  "sqs:SendMessage",
+                  "sqs:GetQueueAttributes",
+                  "sqs:GetQueueUrl"
+                ],
+                "Resource": "<resource:1>"
+              }
+            ]
+          }
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "queue_2_before": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "queue_3_before": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "queue_1_after": {
+        "Attributes": {
+          "Policy": {
+            "Version": "2012-10-17",
+            "Statement": [
+              {
+                "Effect": "Allow",
+                "Principal": "*",
+                "Action": [
+                  "sqs:SendMessage",
+                  "sqs:GetQueueAttributes",
+                  "sqs:GetQueueUrl",
+                  "sqs:ChangeMessageVisibility"
+                ],
+                "Resource": "<resource:1>"
+              }
+            ]
+          }
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "queue_2_after": {
+        "Attributes": {
+          "Policy": {
+            "Version": "2012-10-17",
+            "Statement": [
+              {
+                "Effect": "Allow",
+                "Principal": "*",
+                "Action": [
+                  "sqs:SendMessage",
+                  "sqs:GetQueueAttributes",
+                  "sqs:GetQueueUrl",
+                  "sqs:ChangeMessageVisibility"
+                ],
+                "Resource": "<resource:1>"
+              }
+            ]
+          }
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "queue_3_after": {
+        "Attributes": {
+          "Policy": {
+            "Version": "2012-10-17",
+            "Statement": [
+              {
+                "Effect": "Allow",
+                "Principal": "*",
+                "Action": [
+                  "sqs:SendMessage",
+                  "sqs:GetQueueAttributes",
+                  "sqs:GetQueueUrl",
+                  "sqs:ChangeMessageVisibility"
+                ],
+                "Resource": "<resource:1>"
+              }
+            ]
+          }
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/sqs/resource_providers/test_aws_sqs_queuepolicy.py::test_update_remove_two_queues_from_policy": {
+    "recorded-date": "18-12-2025, 22:41:27",
+    "recorded-content": {
+      "queue_1_before": {
+        "Attributes": {
+          "Policy": {
+            "Version": "2012-10-17",
+            "Statement": [
+              {
+                "Effect": "Allow",
+                "Principal": "*",
+                "Action": [
+                  "sqs:SendMessage",
+                  "sqs:GetQueueAttributes",
+                  "sqs:GetQueueUrl",
+                  "sqs:ChangeMessageVisibility"
+                ],
+                "Resource": "<resource:1>"
+              }
+            ]
+          }
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "queue_2_before": {
+        "Attributes": {
+          "Policy": {
+            "Version": "2012-10-17",
+            "Statement": [
+              {
+                "Effect": "Allow",
+                "Principal": "*",
+                "Action": [
+                  "sqs:SendMessage",
+                  "sqs:GetQueueAttributes",
+                  "sqs:GetQueueUrl",
+                  "sqs:ChangeMessageVisibility"
+                ],
+                "Resource": "<resource:1>"
+              }
+            ]
+          }
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "queue_3_before": {
+        "Attributes": {
+          "Policy": {
+            "Version": "2012-10-17",
+            "Statement": [
+              {
+                "Effect": "Allow",
+                "Principal": "*",
+                "Action": [
+                  "sqs:SendMessage",
+                  "sqs:GetQueueAttributes",
+                  "sqs:GetQueueUrl",
+                  "sqs:ChangeMessageVisibility"
+                ],
+                "Resource": "<resource:1>"
+              }
+            ]
+          }
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "queue_1_after": {
+        "Attributes": {
+          "Policy": {
+            "Version": "2012-10-17",
+            "Statement": [
+              {
+                "Effect": "Allow",
+                "Principal": "*",
+                "Action": [
+                  "sqs:SendMessage",
+                  "sqs:GetQueueAttributes",
+                  "sqs:GetQueueUrl"
+                ],
+                "Resource": "<resource:1>"
+              }
+            ]
+          }
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "queue_2_after": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "queue_3_after": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/sqs/resource_providers/test_aws_sqs_queuepolicy.py::test_update_to_remove_queuepolicy_from_template": {
+    "recorded-date": "18-12-2025, 22:43:59",
+    "recorded-content": {
+      "policy_before": {
+        "Attributes": {
+          "Policy": {
+            "Version": "2012-10-17",
+            "Statement": [
+              {
+                "Effect": "Allow",
+                "Principal": "*",
+                "Action": [
+                  "sqs:SendMessage",
+                  "sqs:GetQueueAttributes",
+                  "sqs:GetQueueUrl"
+                ],
+                "Resource": "<resource:1>"
+              }
+            ]
+          }
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "policy_after": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/sqs/resource_providers/test_aws_sqs_queuepolicy.validation.json b/tests/aws/services/sqs/resource_providers/test_aws_sqs_queuepolicy.validation.json
index 4e3c984576684..1c2e7d317b5a1 100644
--- a/tests/aws/services/sqs/resource_providers/test_aws_sqs_queuepolicy.validation.json
+++ b/tests/aws/services/sqs/resource_providers/test_aws_sqs_queuepolicy.validation.json
@@ -1,11 +1,38 @@
 {
   "tests/aws/services/sqs/resource_providers/test_aws_sqs_queuepolicy.py::test_sqs_queue_policy": {
-    "last_validated_date": "2025-12-07T18:57:27+00:00",
+    "last_validated_date": "2025-12-18T22:34:49+00:00",
     "durations_in_seconds": {
-      "setup": 1.1,
-      "call": 44.01,
-      "teardown": 66.41,
-      "total": 111.52
+      "setup": 0.0,
+      "call": 43.41,
+      "teardown": 68.6,
+      "total": 112.01
+    }
+  },
+  "tests/aws/services/sqs/resource_providers/test_aws_sqs_queuepolicy.py::test_update_add_two_additional_queues_to_policy": {
+    "last_validated_date": "2025-12-18T22:39:59+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 87.32,
+      "teardown": 67.71,
+      "total": 155.03
+    }
+  },
+  "tests/aws/services/sqs/resource_providers/test_aws_sqs_queuepolicy.py::test_update_remove_two_queues_from_policy": {
+    "last_validated_date": "2025-12-18T22:42:34+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 87.92,
+      "teardown": 66.76,
+      "total": 154.68
+    }
+  },
+  "tests/aws/services/sqs/resource_providers/test_aws_sqs_queuepolicy.py::test_update_sqs_queuepolicy": {
+    "last_validated_date": "2025-12-18T22:37:24+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 87.64,
+      "teardown": 67.44,
+      "total": 155.08
     }
   }
 }

From eb26e3be556dadc18bd9dd9e1bb1113b36716551 Mon Sep 17 00:00:00 2001
From: Mathieu Cloutier <79954947+cloutierMat@users.noreply.github.com>
Date: Thu, 8 Jan 2026 14:37:21 -0700
Subject: [PATCH 513/697] fix/openapi spec (#13599)

---
 localstack-core/localstack/openapi.yaml         | 4 +++-
 localstack-core/localstack/services/internal.py | 5 ++---
 2 files changed, 5 insertions(+), 4 deletions(-)

diff --git a/localstack-core/localstack/openapi.yaml b/localstack-core/localstack/openapi.yaml
index 6c9a5bfd35613..fce767a9bde22 100644
--- a/localstack-core/localstack/openapi.yaml
+++ b/localstack-core/localstack/openapi.yaml
@@ -1056,7 +1056,9 @@ paths:
           description: Information about init scripts in a specific stage
         '404':
           content:
-            text/xml: {}
+            text/plain:
+              schema:
+                type: string
           description: Stage not found
   /_localstack/plugins:
     get:
diff --git a/localstack-core/localstack/services/internal.py b/localstack-core/localstack/services/internal.py
index 85c4de12ff351..a1b1333ce66e2 100644
--- a/localstack-core/localstack/services/internal.py
+++ b/localstack-core/localstack/services/internal.py
@@ -8,7 +8,6 @@
 from datetime import datetime
 
 from plux import PluginManager
-from werkzeug.exceptions import NotFound
 
 from localstack import config, constants
 from localstack.deprecations import deprecated_endpoint
@@ -260,8 +259,8 @@ def on_get(self, request, stage: str):
 
         try:
             stage = Stage[stage.upper()]
-        except KeyError as e:
-            raise NotFound(f"no such stage {stage}") from e
+        except KeyError:
+            return Response(f"no such stage {stage}", 404)
 
         return {
             "completed": manager.stage_completed.get(stage),

From 40c916d7a476efc39d509ff2a2d4890dd2182988 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 9 Jan 2026 08:25:09 +0100
Subject: [PATCH 514/697] Bump werkzeug from 3.1.4 to 3.1.5 (#13600)

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 requirements-base-runtime.txt | 2 +-
 requirements-dev.txt          | 2 +-
 requirements-runtime.txt      | 2 +-
 requirements-test.txt         | 2 +-
 requirements-typehint.txt     | 2 +-
 5 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index b4dc5ff04b779..f7be87db71656 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -191,7 +191,7 @@ urllib3==2.6.3
     #   docker
     #   localstack-core (pyproject.toml)
     #   requests
-werkzeug==3.1.4
+werkzeug==3.1.5
     # via
     #   localstack-core (pyproject.toml)
     #   openapi-core
diff --git a/requirements-dev.txt b/requirements-dev.txt
index a5f0caa36d8c7..e0132d8142e41 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -507,7 +507,7 @@ virtualenv==20.35.4
     # via pre-commit
 websocket-client==1.9.0
     # via localstack-core
-werkzeug==3.1.4
+werkzeug==3.1.5
     # via
     #   localstack-core
     #   moto-ext
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index 2aacfbf656cb8..047e6c04da0e3 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -360,7 +360,7 @@ urllib3==2.6.3
     #   opensearch-py
     #   requests
     #   responses
-werkzeug==3.1.4
+werkzeug==3.1.5
     # via
     #   localstack-core
     #   moto-ext
diff --git a/requirements-test.txt b/requirements-test.txt
index 606673773dc78..9c7d5d4ebac28 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -451,7 +451,7 @@ urllib3==2.6.3
     #   responses
 websocket-client==1.9.0
     # via localstack-core (pyproject.toml)
-werkzeug==3.1.4
+werkzeug==3.1.5
     # via
     #   localstack-core
     #   moto-ext
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index 6962c13e14dca..ead1e6a5ab388 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -711,7 +711,7 @@ virtualenv==20.35.4
     # via pre-commit
 websocket-client==1.9.0
     # via localstack-core
-werkzeug==3.1.4
+werkzeug==3.1.5
     # via
     #   localstack-core
     #   moto-ext

From 0b2a5d188865650c01d1f944a67d2a7cbebb265f Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Carole=20Lavillonni=C3=A8re?=
 <carole-lavillonniere@users.noreply.github.com>
Date: Fri, 9 Jan 2026 14:05:41 +0100
Subject: [PATCH 515/697] upgrade lambda-runtime-init (#13593)

---
 localstack-core/localstack/services/lambda_/packages.py | 7 +++++--
 1 file changed, 5 insertions(+), 2 deletions(-)

diff --git a/localstack-core/localstack/services/lambda_/packages.py b/localstack-core/localstack/services/lambda_/packages.py
index 0e29faa514c9d..95ed66da694fd 100644
--- a/localstack-core/localstack/services/lambda_/packages.py
+++ b/localstack-core/localstack/services/lambda_/packages.py
@@ -12,7 +12,7 @@
 """Customized LocalStack version of the AWS Lambda Runtime Interface Emulator (RIE).
 https://github.com/localstack/lambda-runtime-init/blob/localstack/README-LOCALSTACK.md
 """
-LAMBDA_RUNTIME_DEFAULT_VERSION = "v0.1.38-pre"
+LAMBDA_RUNTIME_DEFAULT_VERSION = "v0.1.39-pre"
 LAMBDA_RUNTIME_VERSION = config.LAMBDA_INIT_RELEASE_VERSION or LAMBDA_RUNTIME_DEFAULT_VERSION
 LAMBDA_RUNTIME_INIT_URL = "https://github.com/localstack/lambda-runtime-init/releases/download/{version}/aws-lambda-rie-{arch}"
 
@@ -66,7 +66,10 @@ def _install(self, target: InstallTarget) -> None:
         super()._install(target)
         install_location = self.get_executable_path()
         st = os.stat(install_location)
-        os.chmod(install_location, mode=st.st_mode | stat.S_IXUSR | stat.S_IXGRP | stat.S_IXOTH)
+        os.chmod(
+            install_location,
+            mode=st.st_mode | stat.S_IXUSR | stat.S_IXGRP | stat.S_IXOTH,
+        )
 
 
 # TODO: replace usage in LocalStack tests with locally built Java jar and remove this unmaintained dependency.

From 1d67992883e5ce942ab0342ab89f121cb1d9409a Mon Sep 17 00:00:00 2001
From: Mathieu Cloutier <79954947+cloutierMat@users.noreply.github.com>
Date: Sun, 11 Jan 2026 23:27:04 -0700
Subject: [PATCH 516/697] use OUTBOUND_HTTP_PROXY for for external bypass
 client (#13565)

---
 localstack-core/localstack/aws/connect.py | 13 +++++++++++--
 1 file changed, 11 insertions(+), 2 deletions(-)

diff --git a/localstack-core/localstack/aws/connect.py b/localstack-core/localstack/aws/connect.py
index 999e261d9e1ce..f1775e6343001 100644
--- a/localstack-core/localstack/aws/connect.py
+++ b/localstack-core/localstack/aws/connect.py
@@ -698,16 +698,25 @@ def __init__(
         if ca_cert := os.getenv("REQUESTS_CA_BUNDLE"):
             LOG.debug("Creating External AWS Client with REQUESTS_CA_BUNDLE=%s", ca_cert)
 
+        proxy_config = Config(
+            proxies={
+                "http": localstack_config.OUTBOUND_HTTP_PROXY,
+                "https": localstack_config.OUTBOUND_HTTPS_PROXY,
+            }
+        )
+
         super().__init__(
             use_ssl=localstack_config.is_env_not_false("USE_SSL"),
             verify=ca_cert or True,
             session=session,
-            config=config,
+            config=config.merge(proxy_config) if config else proxy_config,
         )
 
     def _get_client_post_hook(self, client: BaseClient) -> BaseClient:
         client = super()._get_client_post_hook(client)
-        client._endpoint.http_session = ExternalBypassDnsSession(verify=self._verify)
+        client._endpoint.http_session = ExternalBypassDnsSession(
+            verify=self._verify, proxies=self._config.proxies
+        )
         return client
 
 

From 11f2c45f2109f30d7d189c1259bc3dff5e86d18b Mon Sep 17 00:00:00 2001
From: Joel Scheuner <joel.scheuner.dev@gmail.com>
Date: Mon, 12 Jan 2026 14:24:32 +0100
Subject: [PATCH 517/697] Refine Lambda typings (#13602)

---
 .../localstack/services/lambda_/analytics.py    |  1 +
 .../services/lambda_/invocation/assignment.py   | 15 ++++++++-------
 .../lambda_/invocation/counting_service.py      | 17 +++++++++--------
 .../invocation/docker_runtime_executor.py       |  7 ++-----
 .../lambda_/invocation/execution_environment.py |  2 +-
 .../lambda_/invocation/lambda_models.py         |  8 ++++++--
 .../localstack/testing/aws/lambda_utils.py      |  7 +++----
 .../utils/container_utils/container_client.py   |  1 +
 8 files changed, 31 insertions(+), 27 deletions(-)

diff --git a/localstack-core/localstack/services/lambda_/analytics.py b/localstack-core/localstack/services/lambda_/analytics.py
index c6669c963dc95..df100137e87c7 100644
--- a/localstack-core/localstack/services/lambda_/analytics.py
+++ b/localstack-core/localstack/services/lambda_/analytics.py
@@ -41,6 +41,7 @@ class FunctionStatus(StrEnum):
 
 class FunctionInitializationType(StrEnum):
     # Maps to the Lambda environment variable AWS_LAMBDA_INITIALIZATION_TYPE
+    # Matches with lambda_models.InitializationType
     on_demand = "on-demand"
     lambda_managed_instances = "lambda-managed-instances"
     # Only applies to the operation "invoke" because provisioned concurrency is not configured on "create"
diff --git a/localstack-core/localstack/services/lambda_/invocation/assignment.py b/localstack-core/localstack/services/lambda_/invocation/assignment.py
index 5813b5be04369..edef353bd0c20 100644
--- a/localstack-core/localstack/services/lambda_/invocation/assignment.py
+++ b/localstack-core/localstack/services/lambda_/invocation/assignment.py
@@ -1,6 +1,7 @@
 import contextlib
 import logging
 from collections import defaultdict
+from collections.abc import Iterator
 from concurrent.futures import Future, ThreadPoolExecutor
 
 from localstack.services.lambda_.invocation.execution_environment import (
@@ -43,7 +44,7 @@ def get_environment(
         version_manager_id: str,
         function_version: FunctionVersion,
         provisioning_type: InitializationType,
-    ) -> contextlib.AbstractContextManager[ExecutionEnvironment]:
+    ) -> Iterator[ExecutionEnvironment]:
         applicable_envs = (
             env
             for env in self.environments[version_manager_id].values()
@@ -59,11 +60,11 @@ def get_environment(
                 pass
 
         if execution_environment is None:
-            if provisioning_type == "provisioned-concurrency":
+            if provisioning_type == InitializationType.provisioned_concurrency:
                 raise AssignmentException(
                     "No provisioned concurrency environment available despite lease."
                 )
-            elif provisioning_type == "on-demand":
+            elif provisioning_type == InitializationType.on_demand:
                 execution_environment = self.start_environment(version_manager_id, function_version)
                 self.environments[version_manager_id][execution_environment.id] = (
                     execution_environment
@@ -88,9 +89,9 @@ def start_environment(
         self, version_manager_id: str, function_version: FunctionVersion
     ) -> ExecutionEnvironment:
         LOG.debug("Starting new environment")
-        initialization_type = "on-demand"
+        initialization_type = InitializationType.on_demand
         if function_version.config.CapacityProviderConfig:
-            initialization_type = "lambda-managed-instances"
+            initialization_type = InitializationType.lambda_managed_instances
         execution_environment = ExecutionEnvironment(
             function_version=function_version,
             initialization_type=initialization_type,
@@ -141,7 +142,7 @@ def scale_provisioned_concurrency(
         current_provisioned_environments = [
             e
             for e in self.environments[version_manager_id].values()
-            if e.initialization_type == "provisioned-concurrency"
+            if e.initialization_type == InitializationType.provisioned_concurrency
         ]
         # TODO: refine scaling loop to re-use existing environments instead of re-creating all
         # current_provisioned_environments_count = len(current_provisioned_environments)
@@ -154,7 +155,7 @@ def scale_provisioned_concurrency(
         for _ in range(target_provisioned_environments):
             execution_environment = ExecutionEnvironment(
                 function_version=function_version,
-                initialization_type="provisioned-concurrency",
+                initialization_type=InitializationType.provisioned_concurrency,
                 on_timeout=self.on_timeout,
                 version_manager_id=version_manager_id,
             )
diff --git a/localstack-core/localstack/services/lambda_/invocation/counting_service.py b/localstack-core/localstack/services/lambda_/invocation/counting_service.py
index 8887172c99e97..c76d884b2b56d 100644
--- a/localstack-core/localstack/services/lambda_/invocation/counting_service.py
+++ b/localstack-core/localstack/services/lambda_/invocation/counting_service.py
@@ -1,6 +1,7 @@
 import contextlib
 import logging
 from collections import defaultdict
+from collections.abc import Iterator
 from threading import RLock
 
 from localstack import config
@@ -66,12 +67,12 @@ class CountingService:
     """
 
     # (account, region) => ConcurrencyTracker (unqualified arn) => concurrent executions
-    on_demand_concurrency_trackers: dict[(str, str), ConcurrencyTracker]
+    on_demand_concurrency_trackers: dict[tuple[str, str], ConcurrencyTracker]
     # Lock for safely initializing new on-demand concurrency trackers
     on_demand_init_lock: RLock
 
     # (account, region) => ConcurrencyTracker (qualified arn) => concurrent executions
-    provisioned_concurrency_trackers: dict[(str, str), ConcurrencyTracker]
+    provisioned_concurrency_trackers: dict[tuple[str, str], ConcurrencyTracker]
     # Lock for safely initializing new provisioned concurrency trackers
     provisioned_concurrency_init_lock: RLock
 
@@ -84,7 +85,7 @@ def __init__(self):
     @contextlib.contextmanager
     def get_invocation_lease(
         self, function: Function | None, function_version: FunctionVersion
-    ) -> InitializationType:
+    ) -> Iterator[InitializationType]:
         """An invocation lease reserves the right to schedule an invocation.
         The returned lease type can either be on-demand or provisioned.
         Scheduling preference:
@@ -151,7 +152,7 @@ def get_invocation_lease(
                     )
                     if available_provisioned_concurrency > 0:
                         provisioned_tracker.increment(qualified_arn)
-                        lease_type = "provisioned-concurrency"
+                        lease_type = InitializationType.provisioned_concurrency
 
         if not lease_type:
             with on_demand_tracker.lock:
@@ -169,7 +170,7 @@ def get_invocation_lease(
                     )
                     if available_reserved_concurrency > 0:
                         on_demand_tracker.increment(unqualified_function_arn)
-                        lease_type = "on-demand"
+                        lease_type = InitializationType.on_demand
                     else:
                         extras = {
                             "available_reserved_concurrency": available_reserved_concurrency,
@@ -211,7 +212,7 @@ def get_invocation_lease(
                     )
                     if available_unreserved_concurrency > 0:
                         on_demand_tracker.increment(unqualified_function_arn)
-                        lease_type = "on-demand"
+                        lease_type = InitializationType.on_demand
                     else:
                         if available_unreserved_concurrency < 0:
                             LOG.error(
@@ -233,9 +234,9 @@ def get_invocation_lease(
         try:
             yield lease_type
         finally:
-            if lease_type == "provisioned-concurrency":
+            if lease_type == InitializationType.provisioned_concurrency:
                 provisioned_tracker.atomic_decrement(qualified_arn)
-            elif lease_type == "on-demand":
+            elif lease_type == InitializationType.on_demand:
                 on_demand_tracker.atomic_decrement(unqualified_function_arn)
             else:
                 LOG.error(
diff --git a/localstack-core/localstack/services/lambda_/invocation/docker_runtime_executor.py b/localstack-core/localstack/services/lambda_/invocation/docker_runtime_executor.py
index dc427ca8f5c3c..719fa2ca90648 100644
--- a/localstack-core/localstack/services/lambda_/invocation/docker_runtime_executor.py
+++ b/localstack-core/localstack/services/lambda_/invocation/docker_runtime_executor.py
@@ -7,7 +7,6 @@
 from collections import defaultdict
 from collections.abc import Callable
 from pathlib import Path
-from typing import Literal
 
 from localstack import config
 from localstack.aws.api.lambda_ import Architecture, PackageType, Runtime
@@ -54,15 +53,13 @@
 
 RAPID_ENTRYPOINT = "/var/rapid/init"
 
-InitializationType = Literal["on-demand", "provisioned-concurrency"]
-
 LAMBDA_DOCKERFILE = """FROM {base_img}
 COPY init {rapid_entrypoint}
 COPY code/ /var/task
 """
 
-PULLED_IMAGES: set[(str, DockerPlatform)] = set()
-PULL_LOCKS: dict[(str, DockerPlatform), threading.RLock] = defaultdict(threading.RLock)
+PULLED_IMAGES: set[tuple[str, DockerPlatform]] = set()
+PULL_LOCKS: dict[tuple[str, DockerPlatform], threading.RLock] = defaultdict(threading.RLock)
 
 HOT_RELOADING_ENV_VARIABLE = "LOCALSTACK_HOT_RELOADING_PATHS"
 
diff --git a/localstack-core/localstack/services/lambda_/invocation/execution_environment.py b/localstack-core/localstack/services/lambda_/invocation/execution_environment.py
index b8f2598b7daee..8c36988555a89 100644
--- a/localstack-core/localstack/services/lambda_/invocation/execution_environment.py
+++ b/localstack-core/localstack/services/lambda_/invocation/execution_environment.py
@@ -269,7 +269,7 @@ def release(self) -> None:
                 )
             self.status = RuntimeStatus.READY
 
-        if self.initialization_type == "on-demand":
+        if self.initialization_type == InitializationType.on_demand:
             self.keepalive_timer = Timer(config.LAMBDA_KEEPALIVE_MS / 1000, self.keepalive_passed)
             self.keepalive_timer.start()
 
diff --git a/localstack-core/localstack/services/lambda_/invocation/lambda_models.py b/localstack-core/localstack/services/lambda_/invocation/lambda_models.py
index a0807353f2fff..94ad303125280 100644
--- a/localstack-core/localstack/services/lambda_/invocation/lambda_models.py
+++ b/localstack-core/localstack/services/lambda_/invocation/lambda_models.py
@@ -11,8 +11,9 @@
 import threading
 from abc import ABCMeta, abstractmethod
 from datetime import datetime
+from enum import StrEnum
 from pathlib import Path
-from typing import IO, Literal, Optional, TypedDict
+from typing import IO, Optional, TypedDict
 
 import boto3
 from botocore.exceptions import ClientError
@@ -80,7 +81,10 @@ class Invocation:
     user_agent: str | None = None
 
 
-InitializationType = Literal["on-demand", "provisioned-concurrency"]
+class InitializationType(StrEnum):
+    on_demand = "on-demand"
+    provisioned_concurrency = "provisioned-concurrency"
+    lambda_managed_instances = "lambda-managed-instances"
 
 
 class ArchiveCode(metaclass=ABCMeta):
diff --git a/localstack-core/localstack/testing/aws/lambda_utils.py b/localstack-core/localstack/testing/aws/lambda_utils.py
index 77fee7488f34a..bb198f29758f3 100644
--- a/localstack-core/localstack/testing/aws/lambda_utils.py
+++ b/localstack-core/localstack/testing/aws/lambda_utils.py
@@ -6,9 +6,10 @@
 import zipfile
 from collections.abc import Mapping, Sequence
 from pathlib import Path
-from typing import TYPE_CHECKING, Literal, Optional, overload
+from typing import TYPE_CHECKING, Optional, overload
 
 from localstack import config
+from localstack.services.lambda_.invocation.lambda_models import InitializationType
 from localstack.services.lambda_.runtimes import RUNTIMES_AGGREGATED
 from localstack.utils.files import load_file
 from localstack.utils.platform import Arch, get_arch
@@ -259,9 +260,7 @@ def _concurrency_update_done():
     return _concurrency_update_done
 
 
-def get_invoke_init_type(
-    client, function_name, qualifier
-) -> Literal["on-demand", "provisioned-concurrency", "lambda-managed-instances"]:
+def get_invoke_init_type(client, function_name, qualifier) -> InitializationType:
     """check the environment in the lambda for AWS_LAMBDA_INITIALIZATION_TYPE indicating ondemand/provisioned"""
     invoke_result = client.invoke(FunctionName=function_name, Qualifier=qualifier)
     return json.load(invoke_result["Payload"])
diff --git a/localstack-core/localstack/utils/container_utils/container_client.py b/localstack-core/localstack/utils/container_utils/container_client.py
index 0b66c7995876c..0c5266eb77173 100644
--- a/localstack-core/localstack/utils/container_utils/container_client.py
+++ b/localstack-core/localstack/utils/container_utils/container_client.py
@@ -125,6 +125,7 @@ def close(self):
         raise NotImplementedError
 
 
+# TODO: Migrate to StrEnum once the CLI does not need to support Python 3.10 (EOL Oct'26) anymore
 class DockerPlatform(str):
     """Platform in the format ``os[/arch[/variant]]``"""
 

From 7aa1fafb309e627f80f2d5793343c8f40aee45fd Mon Sep 17 00:00:00 2001
From: eduardo <83775838+drauedo@users.noreply.github.com>
Date: Mon, 12 Jan 2026 15:47:19 +0100
Subject: [PATCH 518/697] Fixing write transaction with ARN as table name
 (#13590)

---
 .../localstack/services/dynamodb/provider.py  | 25 ++++++++--
 .../services/dynamodb/v2/provider.py          | 30 +++++++++++-
 tests/aws/services/dynamodb/test_dynamodb.py  | 48 +++++++++++++++++++
 .../dynamodb/test_dynamodb.snapshot.json      | 25 +++++++++-
 .../dynamodb/test_dynamodb.validation.json    | 20 ++++----
 5 files changed, 132 insertions(+), 16 deletions(-)

diff --git a/localstack-core/localstack/services/dynamodb/provider.py b/localstack-core/localstack/services/dynamodb/provider.py
index 2f5f8c1b4dd5c..9087f7649d046 100644
--- a/localstack-core/localstack/services/dynamodb/provider.py
+++ b/localstack-core/localstack/services/dynamodb/provider.py
@@ -1324,11 +1324,15 @@ def transact_write_items(
 
         for item in transact_items:
             item: TransactWriteItem
-            for key in ["Put", "Update", "Delete"]:
+            for key in ["Put", "Update", "Delete", "ConditionCheck"]:
                 inner_item: Put | Delete | Update = item.get(key)
                 if inner_item:
-                    table_name = inner_item["TableName"]
-                    # if we've seen the table already and it does not have streams, skip
+                    # Extract the table name from the ARN; DynamoDB Local does not currently support
+                    # full ARNs in this operation: https://github.com/awslabs/amazon-dynamodb-local-samples/issues/34
+                    inner_item["TableName"] = table_name = inner_item["TableName"].split(":table/")[
+                        -1
+                    ]
+                    # if we've seen the table already exists and it does not have streams, skip
                     if table_name in no_stream_tables:
                         continue
 
@@ -1354,6 +1358,10 @@ def transact_write_items(
                         updated_items_to_fetch_for_table.append(inner_item)
 
                     continue
+        # Normalize the request structure to ensure it matches the expected format for DynamoDB Local.
+        data = json.loads(context.request.data)
+        data["TransactItems"] = transact_items
+        context.request.data = to_bytes(json.dumps(data, cls=BytesEncoder))
 
         if existing_items_to_fetch:
             existing_items = ItemFinder.find_existing_items(
@@ -1404,6 +1412,17 @@ def transact_get_items(
         transact_items: TransactGetItemList,
         return_consumed_capacity: ReturnConsumedCapacity = None,
     ) -> TransactGetItemsOutput:
+        for transact_item in transact_items["TransactItems"]:
+            if item := transact_item.get("Get"):
+                # Extract the table name from the ARN; DynamoDB Local does not currently support
+                # full ARNs in this operation: https://github.com/awslabs/amazon-dynamodb-local-samples/issues/34
+                item["TableName"] = item["TableName"].split(":table/")[-1]
+
+        # Normalize the request structure to ensure it matches the expected format for DynamoDB Local.
+        data = json.loads(context.request.data)
+        data["TransactItems"] = transact_items["TransactItems"]
+        context.request.data = to_bytes(json.dumps(data, cls=BytesEncoder))
+
         return self.forward_request(context)
 
     @handler("ExecuteTransaction", expand=False)
diff --git a/localstack-core/localstack/services/dynamodb/v2/provider.py b/localstack-core/localstack/services/dynamodb/v2/provider.py
index 52e9ebfa5ba40..4ec57f152ec3d 100644
--- a/localstack-core/localstack/services/dynamodb/v2/provider.py
+++ b/localstack-core/localstack/services/dynamodb/v2/provider.py
@@ -53,6 +53,7 @@
     ExecuteStatementOutput,
     ExecuteTransactionInput,
     ExecuteTransactionOutput,
+    Get,
     GetItemInput,
     GetItemOutput,
     GlobalTableAlreadyExistsException,
@@ -142,7 +143,7 @@
 )
 from localstack.utils.collections import select_attributes, select_from_typed_dict
 from localstack.utils.common import short_uid, to_bytes
-from localstack.utils.json import canonical_json
+from localstack.utils.json import BytesEncoder, canonical_json
 from localstack.utils.scheduler import Scheduler
 from localstack.utils.strings import long_uid, to_str
 from localstack.utils.threads import FuncThread, start_thread
@@ -941,6 +942,21 @@ def transact_write_items(
         transact_write_items_input: TransactWriteItemsInput,
     ) -> TransactWriteItemsOutput:
         # TODO: add global table support
+
+        transact_items = transact_write_items_input["TransactItems"]
+        for item in transact_items:
+            for key in ["Put", "Update", "Delete", "ConditionCheck"]:
+                inner_item = item.get(key)
+                if inner_item:
+                    # Extract the table name from the ARN; DynamoDB Local does not currently support
+                    # full ARNs in this operation: https://github.com/awslabs/amazon-dynamodb-local-samples/issues/34
+                    inner_item["TableName"] = inner_item["TableName"].split(":table/")[-1]
+
+        # Normalize the request structure to ensure it matches the expected format for DynamoDB Local.
+        data = json.loads(context.request.data)
+        data["TransactItems"] = transact_items
+        context.request.data = to_bytes(json.dumps(data, cls=BytesEncoder))
+
         client_token: str | None = transact_write_items_input.get("ClientRequestToken")
 
         if client_token:
@@ -957,6 +973,18 @@ def transact_get_items(
         transact_items: TransactGetItemList,
         return_consumed_capacity: ReturnConsumedCapacity = None,
     ) -> TransactGetItemsOutput:
+        for transact_item in transact_items["TransactItems"]:
+            item: Get = transact_item.get("Get")
+            if item:
+                # Extract the table name from the ARN; DynamoDB Local does not currently support
+                # full ARNs in this operation: https://github.com/awslabs/amazon-dynamodb-local-samples/issues/34
+                item["TableName"] = item["TableName"].split(":table/")[-1]
+
+        # Normalize the request structure to ensure it matches the expected format for DynamoDB Local.
+        data = json.loads(context.request.data)
+        data["TransactItems"] = transact_items["TransactItems"]
+        context.request.data = to_bytes(json.dumps(data, cls=BytesEncoder))
+
         return self.forward_request(context)
 
     @handler("ExecuteTransaction", expand=False)
diff --git a/tests/aws/services/dynamodb/test_dynamodb.py b/tests/aws/services/dynamodb/test_dynamodb.py
index e6d2175b06550..8f3ebbb09bd54 100644
--- a/tests/aws/services/dynamodb/test_dynamodb.py
+++ b/tests/aws/services/dynamodb/test_dynamodb.py
@@ -1627,6 +1627,42 @@ def test_transaction_write_items(
         )
         snapshot.match("Response", response)
 
+        table_name_arn = f"test-ddb-table-{short_uid()}"
+        table = dynamodb_create_table_with_parameters(
+            TableName=table_name_arn,
+            KeySchema=[{"AttributeName": "id", "KeyType": "HASH"}],
+            AttributeDefinitions=[{"AttributeName": "id", "AttributeType": "S"}],
+            ProvisionedThroughput={"ReadCapacityUnits": 5, "WriteCapacityUnits": 5},
+            Tags=TEST_DDB_TAGS,
+        )
+
+        table_arn = table["TableDescription"]["TableArn"]
+        response_arn = aws_client.dynamodb.transact_write_items(
+            TransactItems=[
+                {
+                    "ConditionCheck": {
+                        "TableName": table_arn,
+                        "ConditionExpression": "attribute_not_exists(id)",
+                        "Key": {"id": {"S": "test1"}},
+                    }
+                },
+                {"Put": {"TableName": table_arn, "Item": {"id": {"S": "test2"}}}},
+                {
+                    "Update": {
+                        "TableName": table_arn,
+                        "Key": {"id": {"S": "test3"}},
+                        "UpdateExpression": "SET attr1 = :v1, attr2 = :v2",
+                        "ExpressionAttributeValues": {
+                            ":v1": {"S": "value1"},
+                            ":v2": {"S": "value2"},
+                        },
+                    }
+                },
+                {"Delete": {"TableName": table_arn, "Key": {"id": {"S": "test4"}}}},
+            ]
+        )
+        snapshot.match("Response_using_table_arn", response_arn)
+
     @markers.aws.validated
     def test_transaction_write_canceled(
         self, dynamodb_create_table_with_parameters, snapshot, aws_client
@@ -1706,6 +1742,18 @@ def test_transact_get_items(self, dynamodb_create_table, snapshot, aws_client):
         )
         snapshot.match("TransactGetItems", result)
 
+        table_name_arn = f"test-ddb-table-{short_uid()}"
+        table = dynamodb_create_table(
+            table_name=table_name_arn,
+            partition_key=PARTITION_KEY,
+        )
+        table_arn = table["TableDescription"]["TableArn"]
+        aws_client.dynamodb.put_item(TableName=table_name_arn, Item={"id": {"S": "Sarah"}})
+        result = aws_client.dynamodb.transact_get_items(
+            TransactItems=[{"Get": {"Key": {"id": {"S": "Sarah"}}, "TableName": table_arn}}]
+        )
+        snapshot.match("TransactGetItems-with-TableArn", result)
+
     @markers.aws.validated
     def test_batch_write_items(self, dynamodb_create_table_with_parameters, snapshot, aws_client):
         table_name = f"test-ddb-table-{short_uid()}"
diff --git a/tests/aws/services/dynamodb/test_dynamodb.snapshot.json b/tests/aws/services/dynamodb/test_dynamodb.snapshot.json
index 2f5f756691b02..fd99f9432264c 100644
--- a/tests/aws/services/dynamodb/test_dynamodb.snapshot.json
+++ b/tests/aws/services/dynamodb/test_dynamodb.snapshot.json
@@ -191,13 +191,19 @@
     }
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_transaction_write_items": {
-    "recorded-date": "08-10-2025, 12:35:45",
+    "recorded-date": "07-01-2026, 10:30:09",
     "recorded-content": {
       "Response": {
         "ResponseMetadata": {
           "HTTPHeaders": {},
           "HTTPStatusCode": 200
         }
+      },
+      "Response_using_table_arn": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
       }
     }
   },
@@ -227,7 +233,7 @@
     }
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_transact_get_items": {
-    "recorded-date": "08-10-2025, 12:36:06",
+    "recorded-date": "08-01-2026, 19:22:29",
     "recorded-content": {
       "TransactGetItems": {
         "Responses": [
@@ -243,6 +249,21 @@
           "HTTPHeaders": {},
           "HTTPStatusCode": 200
         }
+      },
+      "TransactGetItems-with-TableArn": {
+        "Responses": [
+          {
+            "Item": {
+              "id": {
+                "S": "Sarah"
+              }
+            }
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
       }
     }
   },
diff --git a/tests/aws/services/dynamodb/test_dynamodb.validation.json b/tests/aws/services/dynamodb/test_dynamodb.validation.json
index 379446948cfa9..48d1c39790524 100644
--- a/tests/aws/services/dynamodb/test_dynamodb.validation.json
+++ b/tests/aws/services/dynamodb/test_dynamodb.validation.json
@@ -273,12 +273,12 @@
     }
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_transact_get_items": {
-    "last_validated_date": "2025-10-08T12:36:06+00:00",
+    "last_validated_date": "2026-01-08T19:22:29+00:00",
     "durations_in_seconds": {
-      "setup": 0.0,
-      "call": 6.7,
-      "teardown": 0.41,
-      "total": 7.11
+      "setup": 0.66,
+      "call": 17.33,
+      "teardown": 0.67,
+      "total": 18.66
     }
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_transact_write_items_streaming": {
@@ -318,12 +318,12 @@
     }
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_transaction_write_items": {
-    "last_validated_date": "2025-10-08T12:35:45+00:00",
+    "last_validated_date": "2026-01-07T10:30:09+00:00",
     "durations_in_seconds": {
-      "setup": 0.0,
-      "call": 5.32,
-      "teardown": 0.37,
-      "total": 5.69
+      "setup": 0.62,
+      "call": 13.46,
+      "teardown": 0.55,
+      "total": 14.63
     }
   },
   "tests/aws/services/dynamodb/test_dynamodb.py::TestDynamoDB::test_valid_local_secondary_index": {

From e1822b320a6fe8e4ba2e3c0269a463ff1cae7508 Mon Sep 17 00:00:00 2001
From: Nikos <nikos.michas@localstack.cloud>
Date: Mon, 12 Jan 2026 18:45:33 +0200
Subject: [PATCH 519/697] Allow authenticated pull and push of docker images
 (#13569)

---
 localstack-core/localstack/config.py          |   3 +
 .../utils/container_utils/container_client.py |  37 ++-
 .../container_utils/docker_cmd_client.py      |  31 ++-
 .../container_utils/docker_sdk_client.py      |  27 ++-
 tests/integration/docker_utils/test_docker.py | 216 +++++++++++++++++-
 tests/unit/test_dockerclient.py               |  62 +++++
 6 files changed, 368 insertions(+), 8 deletions(-)

diff --git a/localstack-core/localstack/config.py b/localstack-core/localstack/config.py
index 13609673fae70..9dcfe01204b9b 100644
--- a/localstack-core/localstack/config.py
+++ b/localstack-core/localstack/config.py
@@ -495,6 +495,9 @@ def in_docker():
 # Docker image to use when starting up containers for port checks
 PORTS_CHECK_DOCKER_IMAGE = os.environ.get("PORTS_CHECK_DOCKER_IMAGE", "").strip()
 
+# global prefix to prepend to Docker image names (e.g., for using a custom registry mirror)
+DOCKER_GLOBAL_IMAGE_PREFIX = os.environ.get("DOCKER_GLOBAL_IMAGE_PREFIX", "").strip()
+
 
 def is_trace_logging_enabled():
     if LS_LOG:
diff --git a/localstack-core/localstack/utils/container_utils/container_client.py b/localstack-core/localstack/utils/container_utils/container_client.py
index 0c5266eb77173..e15efa2e87044 100644
--- a/localstack-core/localstack/utils/container_utils/container_client.py
+++ b/localstack-core/localstack/utils/container_utils/container_client.py
@@ -34,6 +34,27 @@
 WELL_KNOWN_IMAGE_REPO_PREFIXES = ("localhost/", "docker.io/library/")
 
 
+def get_registry_from_image_name(image_name: str) -> str:
+    parts = image_name.split("/", maxsplit=1)
+
+    if prefix := config.DOCKER_GLOBAL_IMAGE_PREFIX:
+        return prefix
+
+    if len(parts) == 1:
+        # If no slash is present at all, it's an image name
+        return "docker.io"
+
+    potential_registry = parts[0]
+
+    registry_indicators = (".", ":", "localhost")
+    if any(indicator in potential_registry for indicator in registry_indicators):
+        # This indicates a registry domain or a local registry
+        return potential_registry
+
+    # No explicit registry, assume Docker Hub
+    return "docker.io"
+
+
 @unique
 class DockerContainerStatus(Enum):
     DOWN = -1
@@ -547,6 +568,7 @@ class ContainerConfiguration:
     log_config: LogConfig | None = None
     cpu_shares: int | None = None
     mem_limit: int | str | None = None
+    auth_config: dict[str, str] | None = None
 
 
 class ContainerConfigurator(Protocol):
@@ -758,16 +780,23 @@ def pull_image(
         docker_image: str,
         platform: DockerPlatform | None = None,
         log_handler: Callable[[str], None] | None = None,
+        auth_config: dict[str, str] | None = None,
     ) -> None:
         """
         Pulls an image with a given name from a Docker registry
 
         :log_handler: Optional parameter that can be used to process the logs. Logs will be streamed if possible, but this is not guaranteed.
+        :auth_config: Optional authentication configuration for private registries. Dict with keys: username, password, registry
         """
 
     @abstractmethod
-    def push_image(self, docker_image: str) -> None:
-        """Pushes an image with a given name to a Docker registry"""
+    def push_image(self, docker_image: str, auth_config: dict[str, str] | None = None) -> None:
+        """
+        Pushes an image with a given name to a Docker registry
+
+        :param docker_image: Image name and tag to push
+        :param auth_config: Optional authentication configuration for private registries. Dict with keys: username, password, registry
+        """
 
     @abstractmethod
     def build_image(
@@ -984,6 +1013,7 @@ def create_container_from_config(self, container_config: ContainerConfiguration)
             log_config=container_config.log_config,
             cpu_shares=container_config.cpu_shares,
             mem_limit=container_config.mem_limit,
+            auth_config=container_config.auth_config,
         )
 
     @abstractmethod
@@ -1018,6 +1048,7 @@ def create_container(
         log_config: LogConfig | None = None,
         cpu_shares: int | None = None,
         mem_limit: int | str | None = None,
+        auth_config: dict[str, str] | None = None,
     ) -> str:
         """Creates a container with the given image
 
@@ -1057,6 +1088,7 @@ def run_container(
         log_config: LogConfig | None = None,
         cpu_shares: int | None = None,
         mem_limit: int | str | None = None,
+        auth_config: dict[str, str] | None = None,
     ) -> tuple[bytes, bytes]:
         """Creates and runs a given docker container
 
@@ -1097,6 +1129,7 @@ def run_container_from_config(
             log_config=container_config.log_config,
             cpu_shares=container_config.cpu_shares,
             mem_limit=container_config.mem_limit,
+            auth_config=container_config.auth_config,
         )
 
     @abstractmethod
diff --git a/localstack-core/localstack/utils/container_utils/docker_cmd_client.py b/localstack-core/localstack/utils/container_utils/docker_cmd_client.py
index ccb6b2660f3fc..53e58539c36a0 100644
--- a/localstack-core/localstack/utils/container_utils/docker_cmd_client.py
+++ b/localstack-core/localstack/utils/container_utils/docker_cmd_client.py
@@ -30,6 +30,7 @@
     Ulimit,
     Util,
     VolumeMappingSpecification,
+    get_registry_from_image_name,
 )
 from localstack.utils.run import run
 from localstack.utils.strings import first_char_to_upper, to_str
@@ -366,7 +367,9 @@ def pull_image(
         docker_image: str,
         platform: DockerPlatform | None = None,
         log_handler: Callable[[str], None] | None = None,
+        auth_config: dict[str, str] | None = None,
     ) -> None:
+        self._login_if_needed(auth_config, docker_image)
         cmd = self._docker_cmd()
         docker_image = self.registry_resolver_strategy.resolve(docker_image)
         cmd += ["pull", docker_image]
@@ -390,7 +393,8 @@ def pull_image(
                 f"Docker process returned with errorcode {e.returncode}", e.stdout, e.stderr
             ) from e
 
-    def push_image(self, docker_image: str) -> None:
+    def push_image(self, docker_image: str, auth_config: dict[str, str] | None = None) -> None:
+        self._login_if_needed(auth_config, docker_image)
         cmd = self._docker_cmd()
         cmd += ["push", docker_image]
         LOG.debug("Pushing image with cmd: %s", cmd)
@@ -403,10 +407,16 @@ def push_image(self, docker_image: str) -> None:
                 raise AccessDenied(docker_image)
             if "access token has insufficient scopes" in to_str(e.stdout):
                 raise AccessDenied(docker_image)
+            if "authorization failed: no basic auth credentials" in to_str(e.stdout):
+                raise AccessDenied(docker_image)
+            if "failed to authorize: failed to fetch oauth token" in to_str(e.stdout):
+                raise AccessDenied(docker_image)
             if "does not exist" in to_str(e.stdout):
                 raise NoSuchImage(docker_image)
             if "connection refused" in to_str(e.stdout):
                 raise RegistryConnectionError(e.stdout)
+            if "failed to do request:" in to_str(e.stdout):
+                raise RegistryConnectionError(e.stdout)
             # note: error message 'image not known' raised by Podman client
             if "image not known" in to_str(e.stdout):
                 raise NoSuchImage(docker_image)
@@ -674,6 +684,9 @@ def has_docker(self) -> bool:
             return False
 
     def create_container(self, image_name: str, **kwargs) -> str:
+        # Extract auth_config if provided
+        auth_config = kwargs.pop("auth_config", None)
+        self._login_if_needed(auth_config, image_name)
         image_name = self.registry_resolver_strategy.resolve(image_name)
         cmd, env_file = self._build_run_create_cmd("create", image_name, **kwargs)
         LOG.debug("Create container with cmd: %s", cmd)
@@ -693,6 +706,8 @@ def create_container(self, image_name: str, **kwargs) -> str:
             Util.rm_env_vars_file(env_file)
 
     def run_container(self, image_name: str, stdin=None, **kwargs) -> tuple[bytes, bytes]:
+        auth_config = kwargs.pop("auth_config", None)
+        self._login_if_needed(auth_config, image_name)
         image_name = self.registry_resolver_strategy.resolve(image_name)
         cmd, env_file = self._build_run_create_cmd("run", image_name, **kwargs)
         LOG.debug("Run container with cmd: %s", cmd)
@@ -956,3 +971,17 @@ def _transform_container_labels(self, labels: str | dict[str, str]) -> dict[str,
         labels = labels.split(",")
         labels = [label.partition("=") for label in labels]
         return {label[0]: label[2] for label in labels}
+
+    def _login_if_needed(self, auth_config: dict[str, str] | None, image_name) -> None:
+        if auth_config:
+            LOG.warning(
+                "Using global docker login for authentication in docker_cmd_client. "
+                "This may lead to unexpected behaviors with concurrent requests to different registries. "
+                "Consider stop using LEGACY_DOCKER_CLIENT for thread-safe authentication."
+            )
+            registry = get_registry_from_image_name(image_name)
+            self.login(
+                username=auth_config.get("username", ""),
+                password=auth_config.get("password", ""),
+                registry=registry,
+            )
diff --git a/localstack-core/localstack/utils/container_utils/docker_sdk_client.py b/localstack-core/localstack/utils/container_utils/docker_sdk_client.py
index 56b562d43d533..a47e62649822a 100644
--- a/localstack-core/localstack/utils/container_utils/docker_sdk_client.py
+++ b/localstack-core/localstack/utils/container_utils/docker_sdk_client.py
@@ -342,12 +342,15 @@ def pull_image(
         docker_image: str,
         platform: DockerPlatform | None = None,
         log_handler: Callable[[str], None] | None = None,
+        auth_config: dict[str, str] | None = None,
     ) -> None:
         LOG.debug("Pulling Docker image: %s", docker_image)
         # some path in the docker image string indicates a custom repository
 
         docker_image = self.registry_resolver_strategy.resolve(docker_image)
-        kwargs: dict[str, str | bool] = {"platform": platform}
+        kwargs: dict[str, str | bool | dict[str, str]] = {"platform": platform}
+        if auth_config:
+            kwargs["auth_config"] = auth_config
         try:
             if log_handler:
                 # Use a lower-level API, as the 'stream' argument is not available in the higher-level `pull`-API
@@ -362,10 +365,13 @@ def pull_image(
         except APIError as e:
             raise ContainerException() from e
 
-    def push_image(self, docker_image: str) -> None:
+    def push_image(self, docker_image: str, auth_config: dict[str, str] | None = None) -> None:
         LOG.debug("Pushing Docker image: %s", docker_image)
+        kwargs: dict[str, dict[str, str]] = {}
+        if auth_config:
+            kwargs["auth_config"] = auth_config
         try:
-            result = self.client().images.push(docker_image)
+            result = self.client().images.push(docker_image, **kwargs)
             # some SDK clients (e.g., 5.0.0) seem to return an error string, instead of raising
             if isinstance(result, (str, bytes)) and '"errorDetail"' in to_str(result):
                 if "image does not exist locally" in to_str(result):
@@ -376,8 +382,18 @@ def push_image(self, docker_image: str) -> None:
                     raise AccessDenied(docker_image)
                 if "access token has insufficient scopes" in to_str(result):
                     raise AccessDenied(docker_image)
+                if "authorization failed: no basic auth credentials" in to_str(result):
+                    raise AccessDenied(docker_image)
+                if "401 Unauthorized" in to_str(result):
+                    raise AccessDenied(docker_image)
+                if "no basic auth credentials" in to_str(result):
+                    raise AccessDenied(docker_image)
+                if "unauthorized: authentication required" in to_str(result):
+                    raise AccessDenied(docker_image)
                 if "connection refused" in to_str(result):
                     raise RegistryConnectionError(result)
+                if "failed to do request:" in to_str(result):
+                    raise RegistryConnectionError(result)
                 raise ContainerException(result)
         except ImageNotFound:
             raise NoSuchImage(docker_image)
@@ -731,6 +747,7 @@ def create_container(
         log_config: LogConfig | None = None,
         cpu_shares: int | None = None,
         mem_limit: int | str | None = None,
+        auth_config: dict[str, str] | None = None,
     ) -> str:
         LOG.debug("Creating container with attributes: %s", locals())
         extra_hosts = None
@@ -828,7 +845,7 @@ def create_container():
                 container = create_container()
             except ImageNotFound:
                 LOG.debug("Image not found. Pulling image %s", image_name)
-                self.pull_image(image_name, platform)
+                self.pull_image(image_name, platform, auth_config=auth_config)
                 container = create_container()
             return container.id
         except ImageNotFound:
@@ -868,6 +885,7 @@ def run_container(
         log_config: LogConfig | None = None,
         cpu_shares: int | None = None,
         mem_limit: int | str | None = None,
+        auth_config: dict[str, str] | None = None,
     ) -> tuple[bytes, bytes]:
         LOG.debug("Running container with image: %s", image_name)
         container = None
@@ -901,6 +919,7 @@ def run_container(
                 log_config=log_config,
                 cpu_shares=cpu_shares,
                 mem_limit=mem_limit,
+                auth_config=auth_config,
             )
             result = self.start_container(
                 container_name_or_id=container,
diff --git a/tests/integration/docker_utils/test_docker.py b/tests/integration/docker_utils/test_docker.py
index 1cbe0c5b5ddd5..45a754a87e682 100644
--- a/tests/integration/docker_utils/test_docker.py
+++ b/tests/integration/docker_utils/test_docker.py
@@ -20,6 +20,7 @@
 from localstack.utils.container_utils.container_client import (
     AccessDenied,
     ContainerClient,
+    ContainerConfiguration,
     ContainerException,
     DockerContainerStats,
     DockerContainerStatus,
@@ -43,7 +44,12 @@
     reserve_available_container_port,
     reserve_container_port,
 )
-from localstack.utils.net import Port, PortNotAvailableException, get_free_tcp_port
+from localstack.utils.net import (
+    Port,
+    PortNotAvailableException,
+    get_addressable_container_host,
+    get_free_tcp_port,
+)
 from localstack.utils.strings import to_bytes
 from localstack.utils.sync import retry
 from localstack.utils.threads import FuncThread
@@ -128,6 +134,84 @@ def _create_network(network_name: str):
             LOG.debug("Error while cleaning up network %s: %s", network, e)
 
 
+@pytest.fixture
+def authenticated_registry(docker_client: ContainerClient, create_container):
+    """
+    Creates and starts an authenticated Docker registry for testing.
+    Returns a dict with registry details: port, username, password, auth_config, and cleanup function.
+    """
+    registry_port = get_free_tcp_port()
+    registry_name = _random_container_name()
+
+    username = "testuser"
+    password = "testpass"
+    # precomputed_hash = bcrypt.hashpw(password.encode(), bcrypt.gensalt())
+    precomputed_hash = b"$2b$12$aR8RRkqWtpy.lZetR15tT.PjDmTsRX7p3fHNbOe0bPDV4xArNTVZG"
+    htpasswd_content = f"{username}:".encode() + precomputed_hash + b"\n"
+
+    # Create and start registry container
+    ports = PortMappings()
+    ports.add(registry_port, 5000)
+
+    htpasswd_content_str = htpasswd_content.decode("utf-8").strip()
+    registry_container = create_container(
+        "registry:2",
+        name=registry_name,
+        ports=ports,
+        env_vars={
+            "REGISTRY_AUTH": "htpasswd",
+            "REGISTRY_AUTH_HTPASSWD_PATH": "/auth/htpasswd",
+            "REGISTRY_AUTH_HTPASSWD_REALM": "Registry Realm",
+            "REGISTRY_HTTP_SECRET": "localstack-registry-secret",
+        },
+        command=[
+            "sh",
+            "-c",
+            f"mkdir -p /auth && echo '{htpasswd_content_str}' > /auth/htpasswd && exec /entrypoint.sh /etc/docker/registry/config.yml",
+        ],
+    )
+    docker_client.start_container(registry_container.container_id)
+
+    registry_host = get_addressable_container_host()
+
+    def _check_registry_auth():
+        import requests
+
+        s = requests.Session()
+        s.trust_env = False
+        url = f"http://{registry_host}:{registry_port}/v2/"
+        response = s.get(
+            url,
+            auth=(username, password),
+            timeout=2,
+        )
+        if response.status_code == 200:
+            LOG.info("Registry authentication ready at %s", url)
+            return
+        raise Exception(f"Registry auth check returned status {response.status_code}")
+
+    retry(_check_registry_auth, retries=20, sleep=0.5)
+
+    yield {
+        "port": registry_port,
+        "host": registry_host,  # For health checks from test container
+        "docker_host": "localhost",  # For Docker daemon to push/pull (always localhost, Docker treats it as insecure)
+        "name": registry_name,
+        "container_id": registry_container.container_id,
+        "auth_config": {
+            "username": username,
+            "password": password,
+        },
+    }
+
+    # Cleanup
+    try:
+        docker_client.stop_container(registry_name)
+        docker_client.remove_container(registry_name)
+    except Exception:
+        LOG.warning("Failed to clean up registry container: %s", registry_name, exc_info=True)
+
+
 class TestDockerClient:
     def test_get_system_info(self, docker_client: ContainerClient):
         info = docker_client.get_system_info()
@@ -1275,6 +1359,136 @@ def test_push_invalid_registry(self, docker_client: ContainerClient):
         finally:
             docker_client.remove_image(image_name)
 
+    @markers.skip_offline
+    def test_authenticated_pull_with_invalid_credentials(
+        self, docker_client: ContainerClient, authenticated_registry
+    ):
+        docker_host = authenticated_registry["docker_host"]
+        port = authenticated_registry["port"]
+        test_image = f"{docker_host}:{port}/test-image-{short_uid()}:latest"
+
+        # Try to pull without credentials
+        with pytest.raises((NoSuchImage, ContainerException)):
+            docker_client.pull_image(test_image)
+
+        wrong_auth = {
+            "username": authenticated_registry["auth_config"]["username"],
+            "password": "wrongpassword",
+        }
+        with pytest.raises(ContainerException):
+            docker_client.pull_image(test_image, auth_config=wrong_auth)
+
+    @markers.skip_offline
+    def test_authenticated_push_and_pull(
+        self, docker_client: ContainerClient, authenticated_registry
+    ):
+        registry_port = authenticated_registry["port"]
+        docker_host = authenticated_registry["docker_host"]
+        auth_config = authenticated_registry["auth_config"]
+        test_image = f"{docker_host}:{registry_port}/test-hello-{short_uid()}:latest"
+
+        try:
+            _pull_image_if_not_exists(docker_client, "hello-world")
+            docker_client.tag_image("hello-world", test_image)
+
+            docker_client.push_image(test_image, auth_config=auth_config)
+            docker_client.remove_image(test_image)
+
+            docker_client.pull_image(test_image, auth_config=auth_config)
+
+            # Verify exists
+            image_info = docker_client.inspect_image(test_image, pull=False)
+            assert test_image in image_info.get("RepoTags", [])
+
+        finally:
+            try:
+                docker_client.remove_image(test_image)
+            except Exception:
+                pass
+
+    @markers.skip_offline
+    def test_authenticated_push_without_credentials_raises_error(
+        self, docker_client: ContainerClient, authenticated_registry
+    ):
+        registry_port = authenticated_registry["port"]
+        docker_host = authenticated_registry["docker_host"]
+        test_image = f"{docker_host}:{registry_port}/test-hello-{short_uid()}:latest"
+
+        _pull_image_if_not_exists(docker_client, "hello-world")
+        docker_client.tag_image("hello-world", test_image)
+
+        try:
+            with pytest.raises(AccessDenied):
+                docker_client.push_image(test_image)
+
+        finally:
+            try:
+                docker_client.remove_image(test_image)
+            except Exception:
+                pass
+
+    @markers.skip_offline
+    @pytest.mark.parametrize(
+        "method,use_config",
+        [
+            ("create", False),
+            ("run", False),
+            ("create", True),
+            ("run", True),
+        ],
+        ids=[
+            "create_container",
+            "run_container",
+            "create_container_from_config",
+            "run_container_from_config",
+        ],
+    )
+    def test_container_operations_with_auth_config(
+        self, docker_client: ContainerClient, authenticated_registry, method: str, use_config: bool
+    ):
+        registry_port = authenticated_registry["port"]
+        docker_host = authenticated_registry["docker_host"]
+        auth_config = authenticated_registry["auth_config"]
+        test_image = f"{docker_host}:{registry_port}/test-hello-{short_uid()}:latest"
+
+        try:
+            _pull_image_if_not_exists(docker_client, "hello-world")
+            docker_client.tag_image("hello-world", test_image)
+            docker_client.push_image(test_image, auth_config=auth_config)
+            docker_client.remove_image(test_image)
+
+            # Execute the appropriate method
+            if use_config:
+                container_config = ContainerConfiguration(
+                    image_name=test_image,
+                    auth_config=auth_config,
+                )
+                if method == "create":
+                    container = docker_client.create_container_from_config(container_config)
+                    output, _ = docker_client.start_container(container, attach=True)
+                else:  # method == "run"
+                    output, _ = docker_client.run_container_from_config(container_config)
+            else:
+                if method == "create":
+                    container = docker_client.create_container(
+                        image_name=test_image,
+                        auth_config=auth_config,
+                    )
+                    output, _ = docker_client.start_container(container, attach=True)
+                else:  # method == "run"
+                    output, _ = docker_client.run_container(
+                        image_name=test_image,
+                        auth_config=auth_config,
+                    )
+
+            assert "hello" in output.decode(config.DEFAULT_ENCODING)
+
+        finally:
+            try:
+                docker_client.remove_image(test_image)
+            except Exception:
+                pass
+
     @markers.skip_offline
     def test_tag_image(self, docker_client: ContainerClient):
         if _is_podman_test() and isinstance(docker_client, SdkDockerClient):
diff --git a/tests/unit/test_dockerclient.py b/tests/unit/test_dockerclient.py
index 146d86db33854..7e18bcd1af1c0 100644
--- a/tests/unit/test_dockerclient.py
+++ b/tests/unit/test_dockerclient.py
@@ -13,6 +13,7 @@
     PortMappings,
     Ulimit,
     Util,
+    get_registry_from_image_name,
 )
 from localstack.utils.container_utils.docker_cmd_client import CmdDockerClient
 
@@ -388,3 +389,64 @@ def test_adjacent_port_to_many_to_one(self):
         }
         result = port_mappings.to_dict()
         assert result == expected_result
+
+
+class TestGetRegistryFromImageName:
+    """Tests for the get_registry_from_image_name utility function."""
+
+    @pytest.mark.parametrize(
+        "image_name,expected",
+        [
+            # Docker Hub images (no explicit registry)
+            ("nginx", "docker.io"),
+            ("nginx:latest", "docker.io"),
+            ("localstack/localstack", "docker.io"),
+            ("localstack/localstack:latest", "docker.io"),
+            # Images with explicit registry
+            ("private-registry.com/localstack/localstack", "private-registry.com"),
+            ("private-registry.com/localstack", "private-registry.com"),
+            ("registry.example.com/my-image:v1.0", "registry.example.com"),
+            # Localhost registries
+            ("localhost:5000/myimage", "localhost:5000"),
+            ("localhost/myimage", "localhost"),
+            # Docker Hub with explicit domain
+            ("docker.io/nginx", "docker.io"),
+            ("docker.io/nginx:latest", "docker.io"),
+            # AWS ECR
+            (
+                "123456789.dkr.ecr.us-east-1.amazonaws.com/my-repo",
+                "123456789.dkr.ecr.us-east-1.amazonaws.com",
+            ),
+            (
+                "123456789.dkr.ecr.us-east-1.amazonaws.com/my-repo:tag",
+                "123456789.dkr.ecr.us-east-1.amazonaws.com",
+            ),
+            # Google Container Registry
+            ("gcr.io/my-project/my-image", "gcr.io"),
+            ("gcr.io/my-project/my-image:latest", "gcr.io"),
+            # Registry with port
+            ("registry.example.com:5000/image", "registry.example.com:5000"),
+            ("registry.example.com:443/image:tag", "registry.example.com:443"),
+            # LocalStack ECR
+            (
+                "000000000000.dkr.ecr.us-east-1.localhost.localstack.cloud:4566/repo",
+                "000000000000.dkr.ecr.us-east-1.localhost.localstack.cloud:4566",
+            ),
+        ],
+    )
+    def test_extract_registry_from_various_image_formats(self, image_name, expected):
+        """Test extracting registry from various Docker image name formats."""
+        assert get_registry_from_image_name(image_name) == expected
+
+    @pytest.mark.parametrize(
+        "prefix,image_name,expected",
+        [
+            ("my-mirror.example.com", "nginx:latest", "my-mirror.example.com"),
+            ("my-mirror.example.com", "docker.io/nginx:latest", "my-mirror.example.com"),
+            ("my-mirror.example.com", "registry.example.com/image", "my-mirror.example.com"),
+            ("harbor.example.com", "localhost:5000/myimage", "harbor.example.com"),
+        ],
+    )
+    def test_with_docker_global_image_prefix(self, image_name, expected, prefix, monkeypatch):
+        monkeypatch.setattr(config, "DOCKER_GLOBAL_IMAGE_PREFIX", prefix)
+        assert get_registry_from_image_name(image_name) == expected

From 98e5406010f4e233c7cce3d7eda3a97ca02ff574 Mon Sep 17 00:00:00 2001
From: Joel Scheuner <joel.scheuner.dev@gmail.com>
Date: Tue, 13 Jan 2026 13:21:19 +0100
Subject: [PATCH 520/697] Add Dotnet 10 Lambda runtime (#13607)

---
 .../localstack/services/lambda_/runtimes.py   |   11 +-
 .../functions/common/echo/dotnet/Makefile     |   10 +-
 .../common/echo/dotnet/src/dotnet.csproj      |    6 +-
 .../functions/common/echo/dotnet10/Makefile   |   20 +
 .../functions/common/echo/dotnet6/Makefile    |    2 +-
 .../functions/common/echo/dotnet8/Makefile    |    2 +-
 .../functions/common/echo/java/Makefile       |    2 +-
 .../functions/common/echo/nodejs/Makefile     |    2 +-
 .../functions/common/echo/provided/Makefile   |    2 +-
 .../common/echo/provided/src/bootstrap        |    2 +-
 .../common/echo/provided/src/function.sh      |    6 +-
 .../functions/common/echo/python/Makefile     |    2 +-
 .../common/endpointinjection/dotnet/Makefile  |   10 +-
 .../dotnet/src/dotnet.csproj                  |    6 +-
 .../endpointinjection/dotnet10/Makefile       |   20 +
 .../common/endpointinjection/dotnet6/Makefile |    2 +-
 .../common/endpointinjection/dotnet8/Makefile |    2 +-
 .../common/endpointinjection/java/Makefile    |    2 +-
 .../endpointinjection/java8.al2/Makefile      |    2 +-
 .../common/endpointinjection/nodejs/Makefile  |    2 +-
 .../endpointinjection/nodejs16.x/Makefile     |    2 +-
 .../common/endpointinjection/python/Makefile  |    2 +-
 .../endpointinjection_extra/provided/Makefile |    2 +-
 .../common/introspection/dotnet/Makefile      |   10 +-
 .../introspection/dotnet/src/dotnet.csproj    |    6 +-
 .../common/introspection/dotnet10/Makefile    |   20 +
 .../common/introspection/dotnet6/Makefile     |    2 +-
 .../common/introspection/dotnet8/Makefile     |    2 +-
 .../common/introspection/java/Makefile        |    2 +-
 .../common/introspection/nodejs/Makefile      |    2 +-
 .../common/introspection/provided/Makefile    |    2 +-
 .../common/introspection/python/Makefile      |    2 +-
 .../functions/common/kinesis_sdkv2/Makefile   |   10 +
 .../common/kinesis_sdkv2/java17/Makefile      |    2 +-
 .../common/uncaughtexception/dotnet/Makefile  |   10 +-
 .../dotnet/src/dotnet.csproj                  |    6 +-
 .../uncaughtexception/dotnet10/Makefile       |   20 +
 .../common/uncaughtexception/dotnet6/Makefile |    2 +-
 .../common/uncaughtexception/dotnet8/Makefile |    2 +-
 .../common/uncaughtexception/java/Makefile    |    2 +-
 .../common/uncaughtexception/nodejs/Makefile  |    2 +-
 .../uncaughtexception/provided/Makefile       |    2 +-
 .../common/uncaughtexception/python/Makefile  |    2 +-
 .../uncaughtexception_extra/provided/Makefile |    2 +-
 .../lambda_/test_lambda_api.snapshot.json     |  317 ++++-
 .../lambda_/test_lambda_api.validation.json   |  262 +++--
 .../lambda_/test_lambda_common.snapshot.json  |  492 ++++++--
 .../test_lambda_common.validation.json        | 1043 +++++++++--------
 48 files changed, 1503 insertions(+), 840 deletions(-)
 create mode 100644 tests/aws/services/lambda_/functions/common/echo/dotnet10/Makefile
 create mode 100644 tests/aws/services/lambda_/functions/common/endpointinjection/dotnet10/Makefile
 create mode 100644 tests/aws/services/lambda_/functions/common/introspection/dotnet10/Makefile
 create mode 100644 tests/aws/services/lambda_/functions/common/kinesis_sdkv2/Makefile
 create mode 100644 tests/aws/services/lambda_/functions/common/uncaughtexception/dotnet10/Makefile

diff --git a/localstack-core/localstack/services/lambda_/runtimes.py b/localstack-core/localstack/services/lambda_/runtimes.py
index 8cd7ee4864a13..168f40aa0675c 100644
--- a/localstack-core/localstack/services/lambda_/runtimes.py
+++ b/localstack-core/localstack/services/lambda_/runtimes.py
@@ -13,7 +13,7 @@
 # 2. Add the new runtime to these variables below:
 # a) `IMAGE_MAPPING`
 # b) `RUNTIMES_AGGREGATED`
-# c) `SNAP_START_SUPPORTED_RUNTIMES` if supported (currently only new Java runtimes)
+# c) `SNAP_START_SUPPORTED_RUNTIMES` if supported
 # 3. Re-create snapshots for Lambda tests with the marker @markers.lambda_runtime_update
 # => Filter the tests using pytest -m lambda_runtime_update (i.e., additional arguments in PyCharm)
 # Depending on the runtime, `test_lambda_runtimes.py` might require further snapshot updates.
@@ -26,7 +26,9 @@
 # a) [pro] tests.aws.services.lambda_.test_lambda_endpoint_injection
 # 7. Before merging, run the ext integration tests to cover transparent endpoint injection testing.
 # 8. Add the new runtime to the K8 image build: https://github.com/localstack/lambda-images
-# 9. Inform the web team to update the resource browser (consider offering an endpoint in the future)
+# 9. Check that the Resource Browser shows the new runtime or reach out to the web team.
+#    The internal endpoint /_aws/lambda/runtimes yields all supported runtimes
+# 10. Inform #devrel to announce the new feature in social media
 
 # Mapping from a) AWS Lambda runtime identifier => b) official AWS image on Amazon ECR Public
 # a) AWS Lambda runtimes: https://docs.aws.amazon.com/lambda/latest/dg/lambda-runtimes.html
@@ -55,6 +57,7 @@
     Runtime.java11: "java:11",
     Runtime.java8_al2: "java:8.al2",
     Runtime.java8: "java:8",  # deprecated Jan 8, 2024 => Feb 8, 2024 => Mar 12, 2024
+    Runtime.dotnet10: "dotnet:10",
     Runtime.dotnet8: "dotnet:8",
     # dotnet7 (container only)
     Runtime.dotnet6: "dotnet:6",
@@ -143,6 +146,7 @@
     "dotnet": [
         Runtime.dotnet6,
         Runtime.dotnet8,
+        Runtime.dotnet10,
     ],
     "provided": [
         Runtime.provided_al2023,
@@ -165,9 +169,10 @@
     Runtime.python3_12,
     Runtime.python3_13,
     Runtime.dotnet8,
+    Runtime.dotnet10,
 ]
 
 # An ordered list of all Lambda runtimes considered valid by AWS. Matching snapshots in test_create_lambda_exceptions
-VALID_RUNTIMES: str = "[nodejs20.x, python3.14, provided.al2023, python3.12, python3.13, nodejs24.x, nodejs22.x, java17, nodejs16.x, java25, dotnet8, python3.10, java11, python3.11, dotnet6, java21, nodejs18.x, provided.al2, ruby3.3, ruby3.4, java8.al2, ruby3.2, python3.8, python3.9]"
+VALID_RUNTIMES: str = "[nodejs20.x, python3.14, provided.al2023, python3.12, python3.13, nodejs24.x, nodejs22.x, java25, python3.10, python3.11, java21, ruby3.3, ruby3.4, ruby3.2, python3.8, python3.9, java17, nodejs16.x, dotnet10, dotnet8, java11, dotnet6, nodejs18.x, provided.al2, java8.al2]"
 # An ordered list of all Lambda runtimes for layers considered valid by AWS. Matching snapshots in test_layer_exceptions
 VALID_LAYER_RUNTIMES: str = "[ruby3.5, ruby2.6, dotnetcore1.0, python3.7, nodejs8.10, nasa, ruby2.7, python2.7-greengrass, dotnetcore2.0, python3.8, java21, dotnet6, dotnetcore2.1, python3.9, java11, nodejs6.10, provided, dotnetcore3.1, dotnet8, java25, java17, nodejs, nodejs4.3, java8.al2, go1.x, dotnet10, nodejs20.x, go1.9, byol, nodejs10.x, provided.al2023, nodejs22.x, python3.10, java8, nodejs12.x, python3.11, nodejs24.x, nodejs8.x, python3.12, nodejs14.x, nodejs8.9, nodejs26.x, python3.13, python3.14, nodejs16.x, python3.15, provided.al2, nodejs4.3-edge, nodejs18.x, ruby3.2, python3.4, ruby3.3, ruby3.4, ruby2.5, python3.6, python2.7]"
diff --git a/tests/aws/services/lambda_/functions/common/echo/dotnet/Makefile b/tests/aws/services/lambda_/functions/common/echo/dotnet/Makefile
index 31704c534390c..58cab0cd7beb5 100644
--- a/tests/aws/services/lambda_/functions/common/echo/dotnet/Makefile
+++ b/tests/aws/services/lambda_/functions/common/echo/dotnet/Makefile
@@ -9,13 +9,13 @@ endif
 FUNCTION_ARCHITECTURE ?= $(ARCHITECTURE)
 
 # Target Dotnet framework version
-FRAMEWORK ?= net8.0
+FRAMEWORK ?= net10.0
 # Workaround for a Docker race condition causing an I/O error upon zipping to /out/handler.zip if
 # two builds are executed in short succession. Example: `make -C dotnet build && make -C dotnet6 build`
 BUILD_DIR ?= build-$(FRAMEWORK)
 
-# https://gallery.ecr.aws/sam/build-dotnet8
-IMAGE ?= public.ecr.aws/sam/build-dotnet8:1.112.0
+# https://gallery.ecr.aws/sam/build-dotnet10
+IMAGE ?= public.ecr.aws/sam/build-dotnet10:1.151.0
 
 # Emulated builds with Dotnet8 are currently (2024-03-19) broken as discussed in many issues:
 # https://github.com/NuGet/Home/issues/12227
@@ -27,10 +27,10 @@ IMAGE ?= public.ecr.aws/sam/build-dotnet8:1.112.0
 
 build:
 	mkdir -p $(BUILD_DIR) && \
-	docker run --rm -v $$(pwd)/src:/app -v $$(pwd)/$(BUILD_DIR):/out $(IMAGE) bash -c "mkdir -p /app2 && cp /app/* /app2 && cd /app2 && dotnet lambda package --framework $(FRAMEWORK) --function-architecture $(FUNCTION_ARCHITECTURE) -o ../out/handler.zip" && \
+	docker run --rm -v $$(pwd)/src:/app -v $$(pwd)/$(BUILD_DIR):/out $(IMAGE) bash -c "mkdir -p /app2 && cp -r /app/* /app2 && cd /app2 && dotnet lambda package --framework $(FRAMEWORK) --function-architecture $(FUNCTION_ARCHITECTURE) -o ../out/handler.zip" && \
 	cp $(BUILD_DIR)/handler.zip handler.zip
 
 clean:
-	$(RM) -r $(BUILD_DIR) handler.zip
+	$(RM) -rf $(BUILD_DIR) handler.zip
 
 .PHONY: build clean
diff --git a/tests/aws/services/lambda_/functions/common/echo/dotnet/src/dotnet.csproj b/tests/aws/services/lambda_/functions/common/echo/dotnet/src/dotnet.csproj
index 1bd07d2e45a5a..980d160b3d02a 100644
--- a/tests/aws/services/lambda_/functions/common/echo/dotnet/src/dotnet.csproj
+++ b/tests/aws/services/lambda_/functions/common/echo/dotnet/src/dotnet.csproj
@@ -1,13 +1,13 @@
 <Project Sdk="Microsoft.NET.Sdk">
   <PropertyGroup>
-    <TargetFrameworks>net6.0;net8.0</TargetFrameworks>
+    <TargetFrameworks>net6.0;net8.0;net10.0</TargetFrameworks>
     <GenerateRuntimeConfigurationFiles>true</GenerateRuntimeConfigurationFiles>
     <AWSProjectType>Lambda</AWSProjectType>
   </PropertyGroup>
   <ItemGroup>
     <!-- https://www.nuget.org/packages/Amazon.Lambda.Core -->
-    <PackageReference Include="Amazon.Lambda.Core" Version="2.2.0" />
+    <PackageReference Include="Amazon.Lambda.Core" Version="2.8.0" />
     <!-- https://www.nuget.org/packages/Amazon.Lambda.Serialization.SystemTextJson -->
-    <PackageReference Include="Amazon.Lambda.Serialization.SystemTextJson" Version="2.4.0" />
+    <PackageReference Include="Amazon.Lambda.Serialization.SystemTextJson" Version="2.4.4" />
   </ItemGroup>
 </Project>
diff --git a/tests/aws/services/lambda_/functions/common/echo/dotnet10/Makefile b/tests/aws/services/lambda_/functions/common/echo/dotnet10/Makefile
new file mode 100644
index 0000000000000..adf6948db981c
--- /dev/null
+++ b/tests/aws/services/lambda_/functions/common/echo/dotnet10/Makefile
@@ -0,0 +1,20 @@
+UNAME := $(shell uname -m)
+ifeq ($(UNAME),x86_64)
+	ARCHITECTURE ?= x86_64
+else
+	ARCHITECTURE ?= arm64
+endif
+
+# Target Dotnet framework version
+FRAMEWORK ?= net10.0
+
+# Forward build for different Dotnet framework version to avoid code duplication
+build:
+	cd ../dotnet && $(MAKE) clean build ARCHITECTURE=$(ARCHITECTURE) FRAMEWORK=$(FRAMEWORK)
+	mv ../dotnet/handler.zip .
+
+clean:
+	$(RM) -rf build handler.zip
+	cd ../dotnet && $(MAKE) clean
+
+.PHONY: build clean
diff --git a/tests/aws/services/lambda_/functions/common/echo/dotnet6/Makefile b/tests/aws/services/lambda_/functions/common/echo/dotnet6/Makefile
index 43573df40d616..95f945b450e31 100644
--- a/tests/aws/services/lambda_/functions/common/echo/dotnet6/Makefile
+++ b/tests/aws/services/lambda_/functions/common/echo/dotnet6/Makefile
@@ -14,7 +14,7 @@ build:
 	mv ../dotnet/handler.zip .
 
 clean:
-	$(RM) -r build handler.zip
+	$(RM) -rf build handler.zip
 	cd ../dotnet && $(MAKE) clean FRAMEWORK=$(FRAMEWORK)
 
 .PHONY: build clean
diff --git a/tests/aws/services/lambda_/functions/common/echo/dotnet8/Makefile b/tests/aws/services/lambda_/functions/common/echo/dotnet8/Makefile
index f7c7f2ec8908c..6d9e57e759ee0 100644
--- a/tests/aws/services/lambda_/functions/common/echo/dotnet8/Makefile
+++ b/tests/aws/services/lambda_/functions/common/echo/dotnet8/Makefile
@@ -14,7 +14,7 @@ build:
 	mv ../dotnet/handler.zip .
 
 clean:
-	$(RM) -r build handler.zip
+	$(RM) -rf build handler.zip
 	cd ../dotnet && $(MAKE) clean
 
 .PHONY: build clean
diff --git a/tests/aws/services/lambda_/functions/common/echo/java/Makefile b/tests/aws/services/lambda_/functions/common/echo/java/Makefile
index 6916941cbe138..a827eefbe5bbe 100644
--- a/tests/aws/services/lambda_/functions/common/echo/java/Makefile
+++ b/tests/aws/services/lambda_/functions/common/echo/java/Makefile
@@ -7,6 +7,6 @@ build:
 	cp build/handler.zip handler.zip
 
 clean:
-	$(RM) -r build handler.zip
+	$(RM) -rf build handler.zip
 
 .PHONY: build clean
diff --git a/tests/aws/services/lambda_/functions/common/echo/nodejs/Makefile b/tests/aws/services/lambda_/functions/common/echo/nodejs/Makefile
index c3b2190a84a3a..705b003b3eaf8 100644
--- a/tests/aws/services/lambda_/functions/common/echo/nodejs/Makefile
+++ b/tests/aws/services/lambda_/functions/common/echo/nodejs/Makefile
@@ -3,6 +3,6 @@ build:
 	cp -r ./src/* build/
 
 clean:
-	$(RM) -r build handler.zip
+	$(RM) -rf build handler.zip
 
 .PHONY: build clean
diff --git a/tests/aws/services/lambda_/functions/common/echo/provided/Makefile b/tests/aws/services/lambda_/functions/common/echo/provided/Makefile
index 09d0587c47e0e..3406319b9eab3 100644
--- a/tests/aws/services/lambda_/functions/common/echo/provided/Makefile
+++ b/tests/aws/services/lambda_/functions/common/echo/provided/Makefile
@@ -3,6 +3,6 @@ build:
 	cp -r ./src/* build/
 
 clean:
-	$(RM) -r build handler.zip
+	$(RM) -rf build handler.zip
 
 .PHONY: build clean
diff --git a/tests/aws/services/lambda_/functions/common/echo/provided/src/bootstrap b/tests/aws/services/lambda_/functions/common/echo/provided/src/bootstrap
index b0be430f83a5b..d29aee6058074 100755
--- a/tests/aws/services/lambda_/functions/common/echo/provided/src/bootstrap
+++ b/tests/aws/services/lambda_/functions/common/echo/provided/src/bootstrap
@@ -19,5 +19,5 @@ do
   RESPONSE=$($(echo "$_HANDLER" | cut -d. -f2) "$EVENT_DATA")
 
   # Send the response (using stdin to circumvent max input length)
-  echo ${RESPONSE} | curl -X POST "http://${AWS_LAMBDA_RUNTIME_API}/2018-06-01/runtime/invocation/$REQUEST_ID/response" --data @'-'
+  echo "$RESPONSE" | curl -X POST "http://${AWS_LAMBDA_RUNTIME_API}/2018-06-01/runtime/invocation/${REQUEST_ID}/response" --data @'-'
 done
diff --git a/tests/aws/services/lambda_/functions/common/echo/provided/src/function.sh b/tests/aws/services/lambda_/functions/common/echo/provided/src/function.sh
index 641726e064c0d..8315ed7bc33bc 100755
--- a/tests/aws/services/lambda_/functions/common/echo/provided/src/function.sh
+++ b/tests/aws/services/lambda_/functions/common/echo/provided/src/function.sh
@@ -1,7 +1,7 @@
 function handler () {
-  EVENT_DATA=$1
+  EVENT_DATA="$1"
   echo "$EVENT_DATA" 1>&2;
-  RESPONSE=$EVENT_DATA
+  RESPONSE="$EVENT_DATA"
 
-  echo $RESPONSE
+  echo "$RESPONSE"
 }
diff --git a/tests/aws/services/lambda_/functions/common/echo/python/Makefile b/tests/aws/services/lambda_/functions/common/echo/python/Makefile
index c3b2190a84a3a..705b003b3eaf8 100644
--- a/tests/aws/services/lambda_/functions/common/echo/python/Makefile
+++ b/tests/aws/services/lambda_/functions/common/echo/python/Makefile
@@ -3,6 +3,6 @@ build:
 	cp -r ./src/* build/
 
 clean:
-	$(RM) -r build handler.zip
+	$(RM) -rf build handler.zip
 
 .PHONY: build clean
diff --git a/tests/aws/services/lambda_/functions/common/endpointinjection/dotnet/Makefile b/tests/aws/services/lambda_/functions/common/endpointinjection/dotnet/Makefile
index 31704c534390c..58cab0cd7beb5 100644
--- a/tests/aws/services/lambda_/functions/common/endpointinjection/dotnet/Makefile
+++ b/tests/aws/services/lambda_/functions/common/endpointinjection/dotnet/Makefile
@@ -9,13 +9,13 @@ endif
 FUNCTION_ARCHITECTURE ?= $(ARCHITECTURE)
 
 # Target Dotnet framework version
-FRAMEWORK ?= net8.0
+FRAMEWORK ?= net10.0
 # Workaround for a Docker race condition causing an I/O error upon zipping to /out/handler.zip if
 # two builds are executed in short succession. Example: `make -C dotnet build && make -C dotnet6 build`
 BUILD_DIR ?= build-$(FRAMEWORK)
 
-# https://gallery.ecr.aws/sam/build-dotnet8
-IMAGE ?= public.ecr.aws/sam/build-dotnet8:1.112.0
+# https://gallery.ecr.aws/sam/build-dotnet10
+IMAGE ?= public.ecr.aws/sam/build-dotnet10:1.151.0
 
 # Emulated builds with Dotnet8 are currently (2024-03-19) broken as discussed in many issues:
 # https://github.com/NuGet/Home/issues/12227
@@ -27,10 +27,10 @@ IMAGE ?= public.ecr.aws/sam/build-dotnet8:1.112.0
 
 build:
 	mkdir -p $(BUILD_DIR) && \
-	docker run --rm -v $$(pwd)/src:/app -v $$(pwd)/$(BUILD_DIR):/out $(IMAGE) bash -c "mkdir -p /app2 && cp /app/* /app2 && cd /app2 && dotnet lambda package --framework $(FRAMEWORK) --function-architecture $(FUNCTION_ARCHITECTURE) -o ../out/handler.zip" && \
+	docker run --rm -v $$(pwd)/src:/app -v $$(pwd)/$(BUILD_DIR):/out $(IMAGE) bash -c "mkdir -p /app2 && cp -r /app/* /app2 && cd /app2 && dotnet lambda package --framework $(FRAMEWORK) --function-architecture $(FUNCTION_ARCHITECTURE) -o ../out/handler.zip" && \
 	cp $(BUILD_DIR)/handler.zip handler.zip
 
 clean:
-	$(RM) -r $(BUILD_DIR) handler.zip
+	$(RM) -rf $(BUILD_DIR) handler.zip
 
 .PHONY: build clean
diff --git a/tests/aws/services/lambda_/functions/common/endpointinjection/dotnet/src/dotnet.csproj b/tests/aws/services/lambda_/functions/common/endpointinjection/dotnet/src/dotnet.csproj
index 3db7fab8de15c..8cb7e5da3e315 100644
--- a/tests/aws/services/lambda_/functions/common/endpointinjection/dotnet/src/dotnet.csproj
+++ b/tests/aws/services/lambda_/functions/common/endpointinjection/dotnet/src/dotnet.csproj
@@ -1,14 +1,14 @@
 <Project Sdk="Microsoft.NET.Sdk">
   <PropertyGroup>
-    <TargetFrameworks>net6.0;net8.0</TargetFrameworks>
+    <TargetFrameworks>net6.0;net8.0;net10.0</TargetFrameworks>
     <GenerateRuntimeConfigurationFiles>true</GenerateRuntimeConfigurationFiles>
     <AWSProjectType>Lambda</AWSProjectType>
   </PropertyGroup>
   <ItemGroup>
     <!-- https://www.nuget.org/packages/Amazon.Lambda.Core -->
-    <PackageReference Include="Amazon.Lambda.Core" Version="2.2.0" />
+    <PackageReference Include="Amazon.Lambda.Core" Version="2.8.0" />
     <!-- https://www.nuget.org/packages/Amazon.Lambda.Serialization.SystemTextJson -->
-    <PackageReference Include="Amazon.Lambda.Serialization.SystemTextJson" Version="2.4.0" />
+    <PackageReference Include="Amazon.Lambda.Serialization.SystemTextJson" Version="2.4.4" />
     <!-- https://www.nuget.org/packages/AWSSDK.SQS -->
     <PackageReference Include="AWSSDK.SQS" Version="3.7.300.11" />
   </ItemGroup>
diff --git a/tests/aws/services/lambda_/functions/common/endpointinjection/dotnet10/Makefile b/tests/aws/services/lambda_/functions/common/endpointinjection/dotnet10/Makefile
new file mode 100644
index 0000000000000..89991b37bd4a7
--- /dev/null
+++ b/tests/aws/services/lambda_/functions/common/endpointinjection/dotnet10/Makefile
@@ -0,0 +1,20 @@
+UNAME := $(shell uname -m)
+ifeq ($(UNAME),x86_64)
+	ARCHITECTURE ?= x86_64
+else
+	ARCHITECTURE ?= arm64
+endif
+
+# Target Dotnet framework version
+FRAMEWORK ?= net10.0
+
+# Forward build for different Dotnet framework version to avoid code duplication
+build:
+	cd ../dotnet && $(MAKE) clean build ARCHITECTURE=$(ARCHITECTURE) FRAMEWORK=$(FRAMEWORK)
+	mv ../dotnet/handler.zip .
+
+clean:
+	$(RM) -rf build handler.zip
+	cd ../dotnet && $(MAKE) clean FRAMEWORK=$(FRAMEWORK)
+
+.PHONY: build clean
diff --git a/tests/aws/services/lambda_/functions/common/endpointinjection/dotnet6/Makefile b/tests/aws/services/lambda_/functions/common/endpointinjection/dotnet6/Makefile
index 43573df40d616..95f945b450e31 100644
--- a/tests/aws/services/lambda_/functions/common/endpointinjection/dotnet6/Makefile
+++ b/tests/aws/services/lambda_/functions/common/endpointinjection/dotnet6/Makefile
@@ -14,7 +14,7 @@ build:
 	mv ../dotnet/handler.zip .
 
 clean:
-	$(RM) -r build handler.zip
+	$(RM) -rf build handler.zip
 	cd ../dotnet && $(MAKE) clean FRAMEWORK=$(FRAMEWORK)
 
 .PHONY: build clean
diff --git a/tests/aws/services/lambda_/functions/common/endpointinjection/dotnet8/Makefile b/tests/aws/services/lambda_/functions/common/endpointinjection/dotnet8/Makefile
index 7ec1ea467ff87..df0b572919fce 100644
--- a/tests/aws/services/lambda_/functions/common/endpointinjection/dotnet8/Makefile
+++ b/tests/aws/services/lambda_/functions/common/endpointinjection/dotnet8/Makefile
@@ -14,7 +14,7 @@ build:
 	mv ../dotnet/handler.zip .
 
 clean:
-	$(RM) -r build handler.zip
+	$(RM) -rf build handler.zip
 	cd ../dotnet && $(MAKE) clean FRAMEWORK=$(FRAMEWORK)
 
 .PHONY: build clean
diff --git a/tests/aws/services/lambda_/functions/common/endpointinjection/java/Makefile b/tests/aws/services/lambda_/functions/common/endpointinjection/java/Makefile
index 6916941cbe138..a827eefbe5bbe 100644
--- a/tests/aws/services/lambda_/functions/common/endpointinjection/java/Makefile
+++ b/tests/aws/services/lambda_/functions/common/endpointinjection/java/Makefile
@@ -7,6 +7,6 @@ build:
 	cp build/handler.zip handler.zip
 
 clean:
-	$(RM) -r build handler.zip
+	$(RM) -rf build handler.zip
 
 .PHONY: build clean
diff --git a/tests/aws/services/lambda_/functions/common/endpointinjection/java8.al2/Makefile b/tests/aws/services/lambda_/functions/common/endpointinjection/java8.al2/Makefile
index 6916941cbe138..a827eefbe5bbe 100644
--- a/tests/aws/services/lambda_/functions/common/endpointinjection/java8.al2/Makefile
+++ b/tests/aws/services/lambda_/functions/common/endpointinjection/java8.al2/Makefile
@@ -7,6 +7,6 @@ build:
 	cp build/handler.zip handler.zip
 
 clean:
-	$(RM) -r build handler.zip
+	$(RM) -rf build handler.zip
 
 .PHONY: build clean
diff --git a/tests/aws/services/lambda_/functions/common/endpointinjection/nodejs/Makefile b/tests/aws/services/lambda_/functions/common/endpointinjection/nodejs/Makefile
index c3b2190a84a3a..705b003b3eaf8 100644
--- a/tests/aws/services/lambda_/functions/common/endpointinjection/nodejs/Makefile
+++ b/tests/aws/services/lambda_/functions/common/endpointinjection/nodejs/Makefile
@@ -3,6 +3,6 @@ build:
 	cp -r ./src/* build/
 
 clean:
-	$(RM) -r build handler.zip
+	$(RM) -rf build handler.zip
 
 .PHONY: build clean
diff --git a/tests/aws/services/lambda_/functions/common/endpointinjection/nodejs16.x/Makefile b/tests/aws/services/lambda_/functions/common/endpointinjection/nodejs16.x/Makefile
index c3b2190a84a3a..705b003b3eaf8 100644
--- a/tests/aws/services/lambda_/functions/common/endpointinjection/nodejs16.x/Makefile
+++ b/tests/aws/services/lambda_/functions/common/endpointinjection/nodejs16.x/Makefile
@@ -3,6 +3,6 @@ build:
 	cp -r ./src/* build/
 
 clean:
-	$(RM) -r build handler.zip
+	$(RM) -rf build handler.zip
 
 .PHONY: build clean
diff --git a/tests/aws/services/lambda_/functions/common/endpointinjection/python/Makefile b/tests/aws/services/lambda_/functions/common/endpointinjection/python/Makefile
index 4426ee52bf0ef..493fcad61fbea 100644
--- a/tests/aws/services/lambda_/functions/common/endpointinjection/python/Makefile
+++ b/tests/aws/services/lambda_/functions/common/endpointinjection/python/Makefile
@@ -4,6 +4,6 @@ build:
 	cp -r ./src/* build/
 
 clean:
-	$(RM) -r build handler.zip
+	$(RM) -rf build handler.zip
 
 .PHONY: build clean
diff --git a/tests/aws/services/lambda_/functions/common/endpointinjection_extra/provided/Makefile b/tests/aws/services/lambda_/functions/common/endpointinjection_extra/provided/Makefile
index bccba26238a6c..90fc86e61283c 100644
--- a/tests/aws/services/lambda_/functions/common/endpointinjection_extra/provided/Makefile
+++ b/tests/aws/services/lambda_/functions/common/endpointinjection_extra/provided/Makefile
@@ -21,6 +21,6 @@ build:
 	docker run --rm --platform $(DOCKER_PLATFORM) -v $$(pwd)/src:/app -v $$(pwd)/build:/out $(DOCKER_GOLANG_IMAGE) /bin/bash -c "cd /app && GOOS=linux GOARCH=$(GOARCH) CGO_ENABLED=0 go build -trimpath -ldflags=-buildid= -o /out/bootstrap main.go && chown $$(id -u):$$(id -g) /out/bootstrap"
 
 clean:
-	$(RM) -r build handler.zip
+	$(RM) -rf build handler.zip
 
 .PHONY: build clean
diff --git a/tests/aws/services/lambda_/functions/common/introspection/dotnet/Makefile b/tests/aws/services/lambda_/functions/common/introspection/dotnet/Makefile
index 31704c534390c..58cab0cd7beb5 100644
--- a/tests/aws/services/lambda_/functions/common/introspection/dotnet/Makefile
+++ b/tests/aws/services/lambda_/functions/common/introspection/dotnet/Makefile
@@ -9,13 +9,13 @@ endif
 FUNCTION_ARCHITECTURE ?= $(ARCHITECTURE)
 
 # Target Dotnet framework version
-FRAMEWORK ?= net8.0
+FRAMEWORK ?= net10.0
 # Workaround for a Docker race condition causing an I/O error upon zipping to /out/handler.zip if
 # two builds are executed in short succession. Example: `make -C dotnet build && make -C dotnet6 build`
 BUILD_DIR ?= build-$(FRAMEWORK)
 
-# https://gallery.ecr.aws/sam/build-dotnet8
-IMAGE ?= public.ecr.aws/sam/build-dotnet8:1.112.0
+# https://gallery.ecr.aws/sam/build-dotnet10
+IMAGE ?= public.ecr.aws/sam/build-dotnet10:1.151.0
 
 # Emulated builds with Dotnet8 are currently (2024-03-19) broken as discussed in many issues:
 # https://github.com/NuGet/Home/issues/12227
@@ -27,10 +27,10 @@ IMAGE ?= public.ecr.aws/sam/build-dotnet8:1.112.0
 
 build:
 	mkdir -p $(BUILD_DIR) && \
-	docker run --rm -v $$(pwd)/src:/app -v $$(pwd)/$(BUILD_DIR):/out $(IMAGE) bash -c "mkdir -p /app2 && cp /app/* /app2 && cd /app2 && dotnet lambda package --framework $(FRAMEWORK) --function-architecture $(FUNCTION_ARCHITECTURE) -o ../out/handler.zip" && \
+	docker run --rm -v $$(pwd)/src:/app -v $$(pwd)/$(BUILD_DIR):/out $(IMAGE) bash -c "mkdir -p /app2 && cp -r /app/* /app2 && cd /app2 && dotnet lambda package --framework $(FRAMEWORK) --function-architecture $(FUNCTION_ARCHITECTURE) -o ../out/handler.zip" && \
 	cp $(BUILD_DIR)/handler.zip handler.zip
 
 clean:
-	$(RM) -r $(BUILD_DIR) handler.zip
+	$(RM) -rf $(BUILD_DIR) handler.zip
 
 .PHONY: build clean
diff --git a/tests/aws/services/lambda_/functions/common/introspection/dotnet/src/dotnet.csproj b/tests/aws/services/lambda_/functions/common/introspection/dotnet/src/dotnet.csproj
index 1bd07d2e45a5a..980d160b3d02a 100644
--- a/tests/aws/services/lambda_/functions/common/introspection/dotnet/src/dotnet.csproj
+++ b/tests/aws/services/lambda_/functions/common/introspection/dotnet/src/dotnet.csproj
@@ -1,13 +1,13 @@
 <Project Sdk="Microsoft.NET.Sdk">
   <PropertyGroup>
-    <TargetFrameworks>net6.0;net8.0</TargetFrameworks>
+    <TargetFrameworks>net6.0;net8.0;net10.0</TargetFrameworks>
     <GenerateRuntimeConfigurationFiles>true</GenerateRuntimeConfigurationFiles>
     <AWSProjectType>Lambda</AWSProjectType>
   </PropertyGroup>
   <ItemGroup>
     <!-- https://www.nuget.org/packages/Amazon.Lambda.Core -->
-    <PackageReference Include="Amazon.Lambda.Core" Version="2.2.0" />
+    <PackageReference Include="Amazon.Lambda.Core" Version="2.8.0" />
     <!-- https://www.nuget.org/packages/Amazon.Lambda.Serialization.SystemTextJson -->
-    <PackageReference Include="Amazon.Lambda.Serialization.SystemTextJson" Version="2.4.0" />
+    <PackageReference Include="Amazon.Lambda.Serialization.SystemTextJson" Version="2.4.4" />
   </ItemGroup>
 </Project>
diff --git a/tests/aws/services/lambda_/functions/common/introspection/dotnet10/Makefile b/tests/aws/services/lambda_/functions/common/introspection/dotnet10/Makefile
new file mode 100644
index 0000000000000..89991b37bd4a7
--- /dev/null
+++ b/tests/aws/services/lambda_/functions/common/introspection/dotnet10/Makefile
@@ -0,0 +1,20 @@
+UNAME := $(shell uname -m)
+ifeq ($(UNAME),x86_64)
+	ARCHITECTURE ?= x86_64
+else
+	ARCHITECTURE ?= arm64
+endif
+
+# Target Dotnet framework version
+FRAMEWORK ?= net10.0
+
+# Forward build for different Dotnet framework version to avoid code duplication
+build:
+	cd ../dotnet && $(MAKE) clean build ARCHITECTURE=$(ARCHITECTURE) FRAMEWORK=$(FRAMEWORK)
+	mv ../dotnet/handler.zip .
+
+clean:
+	$(RM) -rf build handler.zip
+	cd ../dotnet && $(MAKE) clean FRAMEWORK=$(FRAMEWORK)
+
+.PHONY: build clean
diff --git a/tests/aws/services/lambda_/functions/common/introspection/dotnet6/Makefile b/tests/aws/services/lambda_/functions/common/introspection/dotnet6/Makefile
index 43573df40d616..95f945b450e31 100644
--- a/tests/aws/services/lambda_/functions/common/introspection/dotnet6/Makefile
+++ b/tests/aws/services/lambda_/functions/common/introspection/dotnet6/Makefile
@@ -14,7 +14,7 @@ build:
 	mv ../dotnet/handler.zip .
 
 clean:
-	$(RM) -r build handler.zip
+	$(RM) -rf build handler.zip
 	cd ../dotnet && $(MAKE) clean FRAMEWORK=$(FRAMEWORK)
 
 .PHONY: build clean
diff --git a/tests/aws/services/lambda_/functions/common/introspection/dotnet8/Makefile b/tests/aws/services/lambda_/functions/common/introspection/dotnet8/Makefile
index 7ec1ea467ff87..df0b572919fce 100644
--- a/tests/aws/services/lambda_/functions/common/introspection/dotnet8/Makefile
+++ b/tests/aws/services/lambda_/functions/common/introspection/dotnet8/Makefile
@@ -14,7 +14,7 @@ build:
 	mv ../dotnet/handler.zip .
 
 clean:
-	$(RM) -r build handler.zip
+	$(RM) -rf build handler.zip
 	cd ../dotnet && $(MAKE) clean FRAMEWORK=$(FRAMEWORK)
 
 .PHONY: build clean
diff --git a/tests/aws/services/lambda_/functions/common/introspection/java/Makefile b/tests/aws/services/lambda_/functions/common/introspection/java/Makefile
index 6916941cbe138..a827eefbe5bbe 100644
--- a/tests/aws/services/lambda_/functions/common/introspection/java/Makefile
+++ b/tests/aws/services/lambda_/functions/common/introspection/java/Makefile
@@ -7,6 +7,6 @@ build:
 	cp build/handler.zip handler.zip
 
 clean:
-	$(RM) -r build handler.zip
+	$(RM) -rf build handler.zip
 
 .PHONY: build clean
diff --git a/tests/aws/services/lambda_/functions/common/introspection/nodejs/Makefile b/tests/aws/services/lambda_/functions/common/introspection/nodejs/Makefile
index c3b2190a84a3a..705b003b3eaf8 100644
--- a/tests/aws/services/lambda_/functions/common/introspection/nodejs/Makefile
+++ b/tests/aws/services/lambda_/functions/common/introspection/nodejs/Makefile
@@ -3,6 +3,6 @@ build:
 	cp -r ./src/* build/
 
 clean:
-	$(RM) -r build handler.zip
+	$(RM) -rf build handler.zip
 
 .PHONY: build clean
diff --git a/tests/aws/services/lambda_/functions/common/introspection/provided/Makefile b/tests/aws/services/lambda_/functions/common/introspection/provided/Makefile
index 61f2768c515b2..8123ce710a97d 100644
--- a/tests/aws/services/lambda_/functions/common/introspection/provided/Makefile
+++ b/tests/aws/services/lambda_/functions/common/introspection/provided/Makefile
@@ -27,6 +27,6 @@ build:
 		bash -c "rustup target add $(RUST_TARGET) && mkdir -p /app2 && cp -r /app/* /app2 && cd /app2 && cargo build --release --target $(RUST_TARGET) && cp ./target/$(RUST_TARGET)/release/bootstrap /out && chown $$(id -u):$$(id -g) /out/bootstrap"
 
 clean:
-	$(RM) -r build handler.zip
+	$(RM) -rf build handler.zip
 
 .PHONY: build clean
diff --git a/tests/aws/services/lambda_/functions/common/introspection/python/Makefile b/tests/aws/services/lambda_/functions/common/introspection/python/Makefile
index 4426ee52bf0ef..493fcad61fbea 100644
--- a/tests/aws/services/lambda_/functions/common/introspection/python/Makefile
+++ b/tests/aws/services/lambda_/functions/common/introspection/python/Makefile
@@ -4,6 +4,6 @@ build:
 	cp -r ./src/* build/
 
 clean:
-	$(RM) -r build handler.zip
+	$(RM) -rf build handler.zip
 
 .PHONY: build clean
diff --git a/tests/aws/services/lambda_/functions/common/kinesis_sdkv2/Makefile b/tests/aws/services/lambda_/functions/common/kinesis_sdkv2/Makefile
new file mode 100644
index 0000000000000..1fd2a9d5903cd
--- /dev/null
+++ b/tests/aws/services/lambda_/functions/common/kinesis_sdkv2/Makefile
@@ -0,0 +1,10 @@
+# Top-level Makefile to invoke all make targets in sub-directories
+
+# Based on https://stackoverflow.com/a/72209214/6875981
+SUBDIRS := $(patsubst %/,%,$(wildcard */))
+
+.PHONY: all $(MAKECMDGOALS) $(SUBDIRS)
+$(MAKECMDGOALS) all: $(SUBDIRS)
+
+$(SUBDIRS):
+	$(MAKE) -C $@ $(MAKECMDGOALS)
diff --git a/tests/aws/services/lambda_/functions/common/kinesis_sdkv2/java17/Makefile b/tests/aws/services/lambda_/functions/common/kinesis_sdkv2/java17/Makefile
index 6916941cbe138..a827eefbe5bbe 100644
--- a/tests/aws/services/lambda_/functions/common/kinesis_sdkv2/java17/Makefile
+++ b/tests/aws/services/lambda_/functions/common/kinesis_sdkv2/java17/Makefile
@@ -7,6 +7,6 @@ build:
 	cp build/handler.zip handler.zip
 
 clean:
-	$(RM) -r build handler.zip
+	$(RM) -rf build handler.zip
 
 .PHONY: build clean
diff --git a/tests/aws/services/lambda_/functions/common/uncaughtexception/dotnet/Makefile b/tests/aws/services/lambda_/functions/common/uncaughtexception/dotnet/Makefile
index 31704c534390c..58cab0cd7beb5 100644
--- a/tests/aws/services/lambda_/functions/common/uncaughtexception/dotnet/Makefile
+++ b/tests/aws/services/lambda_/functions/common/uncaughtexception/dotnet/Makefile
@@ -9,13 +9,13 @@ endif
 FUNCTION_ARCHITECTURE ?= $(ARCHITECTURE)
 
 # Target Dotnet framework version
-FRAMEWORK ?= net8.0
+FRAMEWORK ?= net10.0
 # Workaround for a Docker race condition causing an I/O error upon zipping to /out/handler.zip if
 # two builds are executed in short succession. Example: `make -C dotnet build && make -C dotnet6 build`
 BUILD_DIR ?= build-$(FRAMEWORK)
 
-# https://gallery.ecr.aws/sam/build-dotnet8
-IMAGE ?= public.ecr.aws/sam/build-dotnet8:1.112.0
+# https://gallery.ecr.aws/sam/build-dotnet10
+IMAGE ?= public.ecr.aws/sam/build-dotnet10:1.151.0
 
 # Emulated builds with Dotnet8 are currently (2024-03-19) broken as discussed in many issues:
 # https://github.com/NuGet/Home/issues/12227
@@ -27,10 +27,10 @@ IMAGE ?= public.ecr.aws/sam/build-dotnet8:1.112.0
 
 build:
 	mkdir -p $(BUILD_DIR) && \
-	docker run --rm -v $$(pwd)/src:/app -v $$(pwd)/$(BUILD_DIR):/out $(IMAGE) bash -c "mkdir -p /app2 && cp /app/* /app2 && cd /app2 && dotnet lambda package --framework $(FRAMEWORK) --function-architecture $(FUNCTION_ARCHITECTURE) -o ../out/handler.zip" && \
+	docker run --rm -v $$(pwd)/src:/app -v $$(pwd)/$(BUILD_DIR):/out $(IMAGE) bash -c "mkdir -p /app2 && cp -r /app/* /app2 && cd /app2 && dotnet lambda package --framework $(FRAMEWORK) --function-architecture $(FUNCTION_ARCHITECTURE) -o ../out/handler.zip" && \
 	cp $(BUILD_DIR)/handler.zip handler.zip
 
 clean:
-	$(RM) -r $(BUILD_DIR) handler.zip
+	$(RM) -rf $(BUILD_DIR) handler.zip
 
 .PHONY: build clean
diff --git a/tests/aws/services/lambda_/functions/common/uncaughtexception/dotnet/src/dotnet.csproj b/tests/aws/services/lambda_/functions/common/uncaughtexception/dotnet/src/dotnet.csproj
index 1bd07d2e45a5a..980d160b3d02a 100644
--- a/tests/aws/services/lambda_/functions/common/uncaughtexception/dotnet/src/dotnet.csproj
+++ b/tests/aws/services/lambda_/functions/common/uncaughtexception/dotnet/src/dotnet.csproj
@@ -1,13 +1,13 @@
 <Project Sdk="Microsoft.NET.Sdk">
   <PropertyGroup>
-    <TargetFrameworks>net6.0;net8.0</TargetFrameworks>
+    <TargetFrameworks>net6.0;net8.0;net10.0</TargetFrameworks>
     <GenerateRuntimeConfigurationFiles>true</GenerateRuntimeConfigurationFiles>
     <AWSProjectType>Lambda</AWSProjectType>
   </PropertyGroup>
   <ItemGroup>
     <!-- https://www.nuget.org/packages/Amazon.Lambda.Core -->
-    <PackageReference Include="Amazon.Lambda.Core" Version="2.2.0" />
+    <PackageReference Include="Amazon.Lambda.Core" Version="2.8.0" />
     <!-- https://www.nuget.org/packages/Amazon.Lambda.Serialization.SystemTextJson -->
-    <PackageReference Include="Amazon.Lambda.Serialization.SystemTextJson" Version="2.4.0" />
+    <PackageReference Include="Amazon.Lambda.Serialization.SystemTextJson" Version="2.4.4" />
   </ItemGroup>
 </Project>
diff --git a/tests/aws/services/lambda_/functions/common/uncaughtexception/dotnet10/Makefile b/tests/aws/services/lambda_/functions/common/uncaughtexception/dotnet10/Makefile
new file mode 100644
index 0000000000000..89991b37bd4a7
--- /dev/null
+++ b/tests/aws/services/lambda_/functions/common/uncaughtexception/dotnet10/Makefile
@@ -0,0 +1,20 @@
+UNAME := $(shell uname -m)
+ifeq ($(UNAME),x86_64)
+	ARCHITECTURE ?= x86_64
+else
+	ARCHITECTURE ?= arm64
+endif
+
+# Target Dotnet framework version
+FRAMEWORK ?= net10.0
+
+# Forward build for different Dotnet framework version to avoid code duplication
+build:
+	cd ../dotnet && $(MAKE) clean build ARCHITECTURE=$(ARCHITECTURE) FRAMEWORK=$(FRAMEWORK)
+	mv ../dotnet/handler.zip .
+
+clean:
+	$(RM) -rf build handler.zip
+	cd ../dotnet && $(MAKE) clean FRAMEWORK=$(FRAMEWORK)
+
+.PHONY: build clean
diff --git a/tests/aws/services/lambda_/functions/common/uncaughtexception/dotnet6/Makefile b/tests/aws/services/lambda_/functions/common/uncaughtexception/dotnet6/Makefile
index 43573df40d616..95f945b450e31 100644
--- a/tests/aws/services/lambda_/functions/common/uncaughtexception/dotnet6/Makefile
+++ b/tests/aws/services/lambda_/functions/common/uncaughtexception/dotnet6/Makefile
@@ -14,7 +14,7 @@ build:
 	mv ../dotnet/handler.zip .
 
 clean:
-	$(RM) -r build handler.zip
+	$(RM) -rf build handler.zip
 	cd ../dotnet && $(MAKE) clean FRAMEWORK=$(FRAMEWORK)
 
 .PHONY: build clean
diff --git a/tests/aws/services/lambda_/functions/common/uncaughtexception/dotnet8/Makefile b/tests/aws/services/lambda_/functions/common/uncaughtexception/dotnet8/Makefile
index 7ec1ea467ff87..df0b572919fce 100644
--- a/tests/aws/services/lambda_/functions/common/uncaughtexception/dotnet8/Makefile
+++ b/tests/aws/services/lambda_/functions/common/uncaughtexception/dotnet8/Makefile
@@ -14,7 +14,7 @@ build:
 	mv ../dotnet/handler.zip .
 
 clean:
-	$(RM) -r build handler.zip
+	$(RM) -rf build handler.zip
 	cd ../dotnet && $(MAKE) clean FRAMEWORK=$(FRAMEWORK)
 
 .PHONY: build clean
diff --git a/tests/aws/services/lambda_/functions/common/uncaughtexception/java/Makefile b/tests/aws/services/lambda_/functions/common/uncaughtexception/java/Makefile
index 6916941cbe138..a827eefbe5bbe 100644
--- a/tests/aws/services/lambda_/functions/common/uncaughtexception/java/Makefile
+++ b/tests/aws/services/lambda_/functions/common/uncaughtexception/java/Makefile
@@ -7,6 +7,6 @@ build:
 	cp build/handler.zip handler.zip
 
 clean:
-	$(RM) -r build handler.zip
+	$(RM) -rf build handler.zip
 
 .PHONY: build clean
diff --git a/tests/aws/services/lambda_/functions/common/uncaughtexception/nodejs/Makefile b/tests/aws/services/lambda_/functions/common/uncaughtexception/nodejs/Makefile
index c3b2190a84a3a..705b003b3eaf8 100644
--- a/tests/aws/services/lambda_/functions/common/uncaughtexception/nodejs/Makefile
+++ b/tests/aws/services/lambda_/functions/common/uncaughtexception/nodejs/Makefile
@@ -3,6 +3,6 @@ build:
 	cp -r ./src/* build/
 
 clean:
-	$(RM) -r build handler.zip
+	$(RM) -rf build handler.zip
 
 .PHONY: build clean
diff --git a/tests/aws/services/lambda_/functions/common/uncaughtexception/provided/Makefile b/tests/aws/services/lambda_/functions/common/uncaughtexception/provided/Makefile
index 61f2768c515b2..8123ce710a97d 100644
--- a/tests/aws/services/lambda_/functions/common/uncaughtexception/provided/Makefile
+++ b/tests/aws/services/lambda_/functions/common/uncaughtexception/provided/Makefile
@@ -27,6 +27,6 @@ build:
 		bash -c "rustup target add $(RUST_TARGET) && mkdir -p /app2 && cp -r /app/* /app2 && cd /app2 && cargo build --release --target $(RUST_TARGET) && cp ./target/$(RUST_TARGET)/release/bootstrap /out && chown $$(id -u):$$(id -g) /out/bootstrap"
 
 clean:
-	$(RM) -r build handler.zip
+	$(RM) -rf build handler.zip
 
 .PHONY: build clean
diff --git a/tests/aws/services/lambda_/functions/common/uncaughtexception/python/Makefile b/tests/aws/services/lambda_/functions/common/uncaughtexception/python/Makefile
index 4426ee52bf0ef..493fcad61fbea 100644
--- a/tests/aws/services/lambda_/functions/common/uncaughtexception/python/Makefile
+++ b/tests/aws/services/lambda_/functions/common/uncaughtexception/python/Makefile
@@ -4,6 +4,6 @@ build:
 	cp -r ./src/* build/
 
 clean:
-	$(RM) -r build handler.zip
+	$(RM) -rf build handler.zip
 
 .PHONY: build clean
diff --git a/tests/aws/services/lambda_/functions/common/uncaughtexception_extra/provided/Makefile b/tests/aws/services/lambda_/functions/common/uncaughtexception_extra/provided/Makefile
index bccba26238a6c..90fc86e61283c 100644
--- a/tests/aws/services/lambda_/functions/common/uncaughtexception_extra/provided/Makefile
+++ b/tests/aws/services/lambda_/functions/common/uncaughtexception_extra/provided/Makefile
@@ -21,6 +21,6 @@ build:
 	docker run --rm --platform $(DOCKER_PLATFORM) -v $$(pwd)/src:/app -v $$(pwd)/build:/out $(DOCKER_GOLANG_IMAGE) /bin/bash -c "cd /app && GOOS=linux GOARCH=$(GOARCH) CGO_ENABLED=0 go build -trimpath -ldflags=-buildid= -o /out/bootstrap main.go && chown $$(id -u):$$(id -g) /out/bootstrap"
 
 clean:
-	$(RM) -r build handler.zip
+	$(RM) -rf build handler.zip
 
 .PHONY: build clean
diff --git a/tests/aws/services/lambda_/test_lambda_api.snapshot.json b/tests/aws/services/lambda_/test_lambda_api.snapshot.json
index 67f8218defdcc..35b46fa355c5e 100644
--- a/tests/aws/services/lambda_/test_lambda_api.snapshot.json
+++ b/tests/aws/services/lambda_/test_lambda_api.snapshot.json
@@ -7854,7 +7854,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_create_lambda_exceptions": {
-    "recorded-date": "25-11-2025, 02:28:01",
+    "recorded-date": "12-01-2026, 15:31:24",
     "recorded-content": {
       "invalid_role_arn_exc": {
         "Error": {
@@ -7869,10 +7869,10 @@
       "invalid_runtime_exc": {
         "Error": {
           "Code": "InvalidParameterValueException",
-          "Message": "Value non-existent-runtime at 'runtime' failed to satisfy constraint: Member must satisfy enum value set: [nodejs20.x, python3.14, provided.al2023, python3.12, python3.13, nodejs24.x, nodejs22.x, java17, nodejs16.x, java25, dotnet8, python3.10, java11, python3.11, dotnet6, java21, nodejs18.x, provided.al2, ruby3.3, ruby3.4, java8.al2, ruby3.2, python3.8, python3.9] or be a valid ARN"
+          "Message": "Value non-existent-runtime at 'runtime' failed to satisfy constraint: Member must satisfy enum value set: [nodejs20.x, python3.14, provided.al2023, python3.12, python3.13, nodejs24.x, nodejs22.x, java25, python3.10, python3.11, java21, ruby3.3, ruby3.4, ruby3.2, python3.8, python3.9, java17, nodejs16.x, dotnet10, dotnet8, java11, dotnet6, nodejs18.x, provided.al2, java8.al2] or be a valid ARN"
         },
         "Type": "User",
-        "message": "Value non-existent-runtime at 'runtime' failed to satisfy constraint: Member must satisfy enum value set: [nodejs20.x, python3.14, provided.al2023, python3.12, python3.13, nodejs24.x, nodejs22.x, java17, nodejs16.x, java25, dotnet8, python3.10, java11, python3.11, dotnet6, java21, nodejs18.x, provided.al2, ruby3.3, ruby3.4, java8.al2, ruby3.2, python3.8, python3.9] or be a valid ARN",
+        "message": "Value non-existent-runtime at 'runtime' failed to satisfy constraint: Member must satisfy enum value set: [nodejs20.x, python3.14, provided.al2023, python3.12, python3.13, nodejs24.x, nodejs22.x, java25, python3.10, python3.11, java21, ruby3.3, ruby3.4, ruby3.2, python3.8, python3.9, java17, nodejs16.x, dotnet10, dotnet8, java11, dotnet6, nodejs18.x, provided.al2, java8.al2] or be a valid ARN",
         "ResponseMetadata": {
           "HTTPHeaders": {},
           "HTTPStatusCode": 400
@@ -7881,10 +7881,10 @@
       "uppercase_runtime_exc": {
         "Error": {
           "Code": "InvalidParameterValueException",
-          "Message": "Value PYTHON3.9 at 'runtime' failed to satisfy constraint: Member must satisfy enum value set: [nodejs20.x, python3.14, provided.al2023, python3.12, python3.13, nodejs24.x, nodejs22.x, java17, nodejs16.x, java25, dotnet8, python3.10, java11, python3.11, dotnet6, java21, nodejs18.x, provided.al2, ruby3.3, ruby3.4, java8.al2, ruby3.2, python3.8, python3.9] or be a valid ARN"
+          "Message": "Value PYTHON3.9 at 'runtime' failed to satisfy constraint: Member must satisfy enum value set: [nodejs20.x, python3.14, provided.al2023, python3.12, python3.13, nodejs24.x, nodejs22.x, java25, python3.10, python3.11, java21, ruby3.3, ruby3.4, ruby3.2, python3.8, python3.9, java17, nodejs16.x, dotnet10, dotnet8, java11, dotnet6, nodejs18.x, provided.al2, java8.al2] or be a valid ARN"
         },
         "Type": "User",
-        "message": "Value PYTHON3.9 at 'runtime' failed to satisfy constraint: Member must satisfy enum value set: [nodejs20.x, python3.14, provided.al2023, python3.12, python3.13, nodejs24.x, nodejs22.x, java17, nodejs16.x, java25, dotnet8, python3.10, java11, python3.11, dotnet6, java21, nodejs18.x, provided.al2, ruby3.3, ruby3.4, java8.al2, ruby3.2, python3.8, python3.9] or be a valid ARN",
+        "message": "Value PYTHON3.9 at 'runtime' failed to satisfy constraint: Member must satisfy enum value set: [nodejs20.x, python3.14, provided.al2023, python3.12, python3.13, nodejs24.x, nodejs22.x, java25, python3.10, python3.11, java21, ruby3.3, ruby3.4, ruby3.2, python3.8, python3.9, java17, nodejs16.x, dotnet10, dotnet8, java11, dotnet6, nodejs18.x, provided.al2, java8.al2] or be a valid ARN",
         "ResponseMetadata": {
           "HTTPHeaders": {},
           "HTTPStatusCode": 400
@@ -7926,7 +7926,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_update_lambda_exceptions": {
-    "recorded-date": "25-11-2025, 02:28:03",
+    "recorded-date": "12-01-2026, 15:31:27",
     "recorded-content": {
       "invalid_role_arn_exc": {
         "Error": {
@@ -7941,10 +7941,10 @@
       "invalid_runtime_exc": {
         "Error": {
           "Code": "InvalidParameterValueException",
-          "Message": "Value non-existent-runtime at 'runtime' failed to satisfy constraint: Member must satisfy enum value set: [nodejs20.x, python3.14, provided.al2023, python3.12, python3.13, nodejs24.x, nodejs22.x, java17, nodejs16.x, java25, dotnet8, python3.10, java11, python3.11, dotnet6, java21, nodejs18.x, provided.al2, ruby3.3, ruby3.4, java8.al2, ruby3.2, python3.8, python3.9] or be a valid ARN"
+          "Message": "Value non-existent-runtime at 'runtime' failed to satisfy constraint: Member must satisfy enum value set: [nodejs20.x, python3.14, provided.al2023, python3.12, python3.13, nodejs24.x, nodejs22.x, java25, python3.10, python3.11, java21, ruby3.3, ruby3.4, ruby3.2, python3.8, python3.9, java17, nodejs16.x, dotnet10, dotnet8, java11, dotnet6, nodejs18.x, provided.al2, java8.al2] or be a valid ARN"
         },
         "Type": "User",
-        "message": "Value non-existent-runtime at 'runtime' failed to satisfy constraint: Member must satisfy enum value set: [nodejs20.x, python3.14, provided.al2023, python3.12, python3.13, nodejs24.x, nodejs22.x, java17, nodejs16.x, java25, dotnet8, python3.10, java11, python3.11, dotnet6, java21, nodejs18.x, provided.al2, ruby3.3, ruby3.4, java8.al2, ruby3.2, python3.8, python3.9] or be a valid ARN",
+        "message": "Value non-existent-runtime at 'runtime' failed to satisfy constraint: Member must satisfy enum value set: [nodejs20.x, python3.14, provided.al2023, python3.12, python3.13, nodejs24.x, nodejs22.x, java25, python3.10, python3.11, java21, ruby3.3, ruby3.4, ruby3.2, python3.8, python3.9, java17, nodejs16.x, dotnet10, dotnet8, java11, dotnet6, nodejs18.x, provided.al2, java8.al2] or be a valid ARN",
         "ResponseMetadata": {
           "HTTPHeaders": {},
           "HTTPStatusCode": 400
@@ -7953,10 +7953,10 @@
       "uppercase_runtime_exc": {
         "Error": {
           "Code": "InvalidParameterValueException",
-          "Message": "Value PYTHON3.9 at 'runtime' failed to satisfy constraint: Member must satisfy enum value set: [nodejs20.x, python3.14, provided.al2023, python3.12, python3.13, nodejs24.x, nodejs22.x, java17, nodejs16.x, java25, dotnet8, python3.10, java11, python3.11, dotnet6, java21, nodejs18.x, provided.al2, ruby3.3, ruby3.4, java8.al2, ruby3.2, python3.8, python3.9] or be a valid ARN"
+          "Message": "Value PYTHON3.9 at 'runtime' failed to satisfy constraint: Member must satisfy enum value set: [nodejs20.x, python3.14, provided.al2023, python3.12, python3.13, nodejs24.x, nodejs22.x, java25, python3.10, python3.11, java21, ruby3.3, ruby3.4, ruby3.2, python3.8, python3.9, java17, nodejs16.x, dotnet10, dotnet8, java11, dotnet6, nodejs18.x, provided.al2, java8.al2] or be a valid ARN"
         },
         "Type": "User",
-        "message": "Value PYTHON3.9 at 'runtime' failed to satisfy constraint: Member must satisfy enum value set: [nodejs20.x, python3.14, provided.al2023, python3.12, python3.13, nodejs24.x, nodejs22.x, java17, nodejs16.x, java25, dotnet8, python3.10, java11, python3.11, dotnet6, java21, nodejs18.x, provided.al2, ruby3.3, ruby3.4, java8.al2, ruby3.2, python3.8, python3.9] or be a valid ARN",
+        "message": "Value PYTHON3.9 at 'runtime' failed to satisfy constraint: Member must satisfy enum value set: [nodejs20.x, python3.14, provided.al2023, python3.12, python3.13, nodejs24.x, nodejs22.x, java25, python3.10, python3.11, java21, ruby3.3, ruby3.4, ruby3.2, python3.8, python3.9, java17, nodejs16.x, dotnet10, dotnet8, java11, dotnet6, nodejs18.x, provided.al2, java8.al2] or be a valid ARN",
         "ResponseMetadata": {
           "HTTPHeaders": {},
           "HTTPStatusCode": 400
@@ -8266,7 +8266,7 @@
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   },
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-    "recorded-date": "25-11-2025, 02:48:59",
+    "recorded-date": "12-01-2026, 15:31:58",
     "recorded-content": {
       "publish_result": {
         "CompatibleArchitectures": [
@@ -8444,7 +8444,7 @@
       "publish_layer_version_exc_invalid_runtime_arch": {
         "Error": {
           "Code": "ValidationException",
-          "Message": "2 validation errors detected: Value '[invalidruntime]' at 'compatibleRuntimes' failed to satisfy constraint: Member must satisfy enum value set: [nodejs20.x, python3.14, provided.al2023, python3.12, python3.13, nodejs24.x, nodejs22.x, java17, nodejs16.x, java25, dotnet8, python3.10, java11, python3.11, dotnet6, java21, nodejs18.x, provided.al2, ruby3.3, ruby3.4, java8.al2, ruby3.2, python3.8, python3.9]; Value '[invalidarch]' at 'compatibleArchitectures' failed to satisfy constraint: Member must satisfy constraint: [Member must satisfy enum value set: [x86_64, arm64], Member must not be null]"
+          "Message": "2 validation errors detected: Value '[invalidruntime]' at 'compatibleRuntimes' failed to satisfy constraint: Member must satisfy enum value set: [nodejs20.x, python3.14, provided.al2023, python3.12, python3.13, nodejs24.x, nodejs22.x, java25, python3.10, python3.11, java21, ruby3.3, ruby3.4, ruby3.2, python3.8, python3.9, java17, nodejs16.x, dotnet10, dotnet8, java11, dotnet6, nodejs18.x, provided.al2, java8.al2]; Value '[invalidarch]' at 'compatibleArchitectures' failed to satisfy constraint: Member must satisfy constraint: [Member must satisfy enum value set: [x86_64, arm64], Member must not be null]"
         },
         "ResponseMetadata": {
           "HTTPHeaders": {},
@@ -8454,7 +8454,7 @@
       "publish_layer_version_exc_partially_invalid_values": {
         "Error": {
           "Code": "ValidationException",
-          "Message": "2 validation errors detected: Value '[invalidruntime, invalidruntime2, nodejs20.x]' at 'compatibleRuntimes' failed to satisfy constraint: Member must satisfy enum value set: [nodejs20.x, python3.14, provided.al2023, python3.12, python3.13, nodejs24.x, nodejs22.x, java17, nodejs16.x, java25, dotnet8, python3.10, java11, python3.11, dotnet6, java21, nodejs18.x, provided.al2, ruby3.3, ruby3.4, java8.al2, ruby3.2, python3.8, python3.9]; Value '[invalidarch, x86_64]' at 'compatibleArchitectures' failed to satisfy constraint: Member must satisfy constraint: [Member must satisfy enum value set: [x86_64, arm64], Member must not be null]"
+          "Message": "2 validation errors detected: Value '[invalidruntime, invalidruntime2, nodejs20.x]' at 'compatibleRuntimes' failed to satisfy constraint: Member must satisfy enum value set: [nodejs20.x, python3.14, provided.al2023, python3.12, python3.13, nodejs24.x, nodejs22.x, java25, python3.10, python3.11, java21, ruby3.3, ruby3.4, ruby3.2, python3.8, python3.9, java17, nodejs16.x, dotnet10, dotnet8, java11, dotnet6, nodejs18.x, provided.al2, java8.al2]; Value '[invalidarch, x86_64]' at 'compatibleArchitectures' failed to satisfy constraint: Member must satisfy constraint: [Member must satisfy enum value set: [x86_64, arm64], Member must not be null]"
         },
         "ResponseMetadata": {
           "HTTPHeaders": {},
@@ -12841,7 +12841,7 @@
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-    "recorded-date": "25-11-2025, 02:50:58",
+    "recorded-date": "12-01-2026, 15:32:08",
     "recorded-content": {
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         "Architectures": [
@@ -12985,7 +12985,7 @@
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-    "recorded-date": "25-11-2025, 02:51:01",
+    "recorded-date": "12-01-2026, 15:32:14",
     "recorded-content": {
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@@ -13482,7 +13482,7 @@
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-    "recorded-date": "25-11-2025, 02:48:43",
+    "recorded-date": "12-01-2026, 15:31:31",
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@@ -13524,7 +13524,7 @@
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-    "recorded-date": "25-11-2025, 02:48:48",
+    "recorded-date": "12-01-2026, 15:31:37",
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         "CompatibleArchitectures": [
@@ -13538,6 +13538,7 @@
           "java11",
           "java8.al2",
           "java8",
+          "dotnet10",
           "dotnet8",
           "dotnet6",
           "dotnetcore3.1",
@@ -13545,8 +13546,7 @@
           "ruby3.4",
           "ruby3.3",
           "ruby3.2",
-          "ruby2.7",
-          "provided.al2023"
+          "ruby2.7"
         ],
         "Content": {
           "CodeSha256": "<code-sha256:1>",
@@ -13620,7 +13620,7 @@
     }
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   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_lifecycle[java21]": {
-    "recorded-date": "25-11-2025, 02:51:04",
+    "recorded-date": "12-01-2026, 15:32:21",
     "recorded-content": {
       "create_function_response": {
         "Architectures": [
@@ -15900,7 +15900,7 @@
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestRuntimeValidation::test_create_deprecated_function_runtime_with_validation_enabled[java8]": {
-    "recorded-date": "25-11-2025, 02:26:08",
+    "recorded-date": "12-01-2026, 15:31:21",
     "recorded-content": {
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         "Error": {
@@ -15917,7 +15917,7 @@
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-    "recorded-date": "25-11-2025, 02:26:08",
+    "recorded-date": "12-01-2026, 15:31:21",
     "recorded-content": {
       "deprecation_error": {
         "Error": {
@@ -15934,7 +15934,7 @@
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   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestRuntimeValidation::test_create_deprecated_function_runtime_with_validation_enabled[provided]": {
-    "recorded-date": "25-11-2025, 02:26:08",
+    "recorded-date": "12-01-2026, 15:31:21",
     "recorded-content": {
       "deprecation_error": {
         "Error": {
@@ -15951,7 +15951,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestRuntimeValidation::test_create_deprecated_function_runtime_with_validation_enabled[ruby2.7]": {
-    "recorded-date": "25-11-2025, 02:26:08",
+    "recorded-date": "12-01-2026, 15:31:21",
     "recorded-content": {
       "deprecation_error": {
         "Error": {
@@ -15968,7 +15968,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestRuntimeValidation::test_create_deprecated_function_runtime_with_validation_enabled[nodejs14.x]": {
-    "recorded-date": "25-11-2025, 02:26:08",
+    "recorded-date": "12-01-2026, 15:31:22",
     "recorded-content": {
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         "Error": {
@@ -15985,7 +15985,7 @@
     }
   },
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-    "recorded-date": "25-11-2025, 02:26:09",
+    "recorded-date": "12-01-2026, 15:31:22",
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         "Error": {
@@ -16002,7 +16002,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestRuntimeValidation::test_create_deprecated_function_runtime_with_validation_enabled[dotnetcore3.1]": {
-    "recorded-date": "25-11-2025, 02:26:09",
+    "recorded-date": "12-01-2026, 15:31:22",
     "recorded-content": {
       "deprecation_error": {
         "Error": {
@@ -16019,7 +16019,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestRuntimeValidation::test_create_deprecated_function_runtime_with_validation_enabled[nodejs12.x]": {
-    "recorded-date": "25-11-2025, 02:26:09",
+    "recorded-date": "12-01-2026, 15:31:22",
     "recorded-content": {
       "deprecation_error": {
         "Error": {
@@ -17903,7 +17903,7 @@
     }
   },
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-    "recorded-date": "25-11-2025, 02:51:12",
+    "recorded-date": "12-01-2026, 15:32:37",
     "recorded-content": {
       "create_function_response": {
         "Architectures": [
@@ -18047,7 +18047,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_lifecycle[python3.12]": {
-    "recorded-date": "25-11-2025, 02:51:10",
+    "recorded-date": "12-01-2026, 15:32:31",
     "recorded-content": {
       "create_function_response": {
         "Architectures": [
@@ -18272,7 +18272,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_lifecycle[dotnet8]": {
-    "recorded-date": "25-11-2025, 02:51:15",
+    "recorded-date": "12-01-2026, 15:32:49",
     "recorded-content": {
       "create_function_response": {
         "Architectures": [
@@ -18416,7 +18416,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_update_function_configuration[java11]": {
-    "recorded-date": "25-11-2025, 02:51:18",
+    "recorded-date": "12-01-2026, 15:33:06",
     "recorded-content": {
       "create_function_response": {
         "Architectures": [
@@ -18508,7 +18508,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_update_function_configuration[java17]": {
-    "recorded-date": "25-11-2025, 02:51:21",
+    "recorded-date": "12-01-2026, 15:33:11",
     "recorded-content": {
       "create_function_response": {
         "Architectures": [
@@ -18600,7 +18600,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_update_function_configuration[java21]": {
-    "recorded-date": "25-11-2025, 02:51:24",
+    "recorded-date": "12-01-2026, 15:33:15",
     "recorded-content": {
       "create_function_response": {
         "Architectures": [
@@ -18692,7 +18692,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_update_function_configuration[python3.12]": {
-    "recorded-date": "25-11-2025, 02:51:29",
+    "recorded-date": "12-01-2026, 15:33:21",
     "recorded-content": {
       "create_function_response": {
         "Architectures": [
@@ -18784,7 +18784,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_update_function_configuration[python3.13]": {
-    "recorded-date": "25-11-2025, 02:51:31",
+    "recorded-date": "12-01-2026, 15:33:24",
     "recorded-content": {
       "create_function_response": {
         "Architectures": [
@@ -18876,7 +18876,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_update_function_configuration[dotnet8]": {
-    "recorded-date": "25-11-2025, 02:51:34",
+    "recorded-date": "12-01-2026, 15:33:28",
     "recorded-content": {
       "create_function_response": {
         "Architectures": [
@@ -19021,7 +19021,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_lifecycle[java25]": {
-    "recorded-date": "25-11-2025, 02:51:07",
+    "recorded-date": "12-01-2026, 15:32:25",
     "recorded-content": {
       "create_function_response": {
         "Architectures": [
@@ -19165,7 +19165,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_update_function_configuration[java25]": {
-    "recorded-date": "25-11-2025, 02:51:26",
+    "recorded-date": "12-01-2026, 15:33:18",
     "recorded-content": {
       "create_function_response": {
         "Architectures": [
@@ -19257,7 +19257,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaLayer::test_layer_compatibilities[runtimes2]": {
-    "recorded-date": "25-11-2025, 02:48:49",
+    "recorded-date": "12-01-2026, 15:31:43",
     "recorded-content": {
       "publish_result": {
         "CompatibleArchitectures": [
@@ -19265,6 +19265,7 @@
           "x86_64"
         ],
         "CompatibleRuntimes": [
+          "provided.al2023",
           "provided.al2",
           "provided"
         ],
@@ -19345,5 +19346,241 @@
         }
       }
     }
+  },
+  "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_lifecycle[dotnet10]": {
+    "recorded-date": "12-01-2026, 15:33:00",
+    "recorded-content": {
+      "create_function_response": {
+        "Architectures": [
+          "x86_64"
+        ],
+        "CodeSha256": "<code-sha256:1>",
+        "CodeSize": "<code-size>",
+        "Description": "",
+        "EphemeralStorage": {
+          "Size": 512
+        },
+        "FunctionArn": "arn:<partition>:lambda:<region>:111111111111:function:<function-name:1>",
+        "FunctionName": "<function-name:1>",
+        "Handler": "dotnet::Dotnet.Function::FunctionHandler",
+        "LastModified": "date",
+        "LoggingConfig": {
+          "LogFormat": "Text",
+          "LogGroup": "/aws/lambda/<function-name:1>"
+        },
+        "MemorySize": 1024,
+        "PackageType": "Zip",
+        "RevisionId": "<uuid:1>",
+        "Role": "arn:<partition>:iam::111111111111:role/<resource:1>",
+        "Runtime": "dotnet10",
+        "RuntimeVersionConfig": {
+          "RuntimeVersionArn": "arn:<partition>:lambda:<region>::runtime:<resource:2>"
+        },
+        "SnapStart": {
+          "ApplyOn": "None",
+          "OptimizationStatus": "Off"
+        },
+        "State": "Pending",
+        "StateReason": "The function is being created.",
+        "StateReasonCode": "Creating",
+        "Timeout": 5,
+        "TracingConfig": {
+          "Mode": "PassThrough"
+        },
+        "Version": "$LATEST",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 201
+        }
+      },
+      "get_function_response_latest": {
+        "Code": {
+          "Location": "<location>",
+          "RepositoryType": "S3"
+        },
+        "Configuration": {
+          "Architectures": [
+            "x86_64"
+          ],
+          "CodeSha256": "<code-sha256:1>",
+          "CodeSize": "<code-size>",
+          "Description": "",
+          "EphemeralStorage": {
+            "Size": 512
+          },
+          "FunctionArn": "arn:<partition>:lambda:<region>:111111111111:function:<function-name:1>",
+          "FunctionName": "<function-name:1>",
+          "Handler": "dotnet::Dotnet.Function::FunctionHandler",
+          "LastModified": "date",
+          "LastUpdateStatus": "Successful",
+          "LoggingConfig": {
+            "LogFormat": "Text",
+            "LogGroup": "/aws/lambda/<function-name:1>"
+          },
+          "MemorySize": 1024,
+          "PackageType": "Zip",
+          "RevisionId": "<uuid:2>",
+          "Role": "arn:<partition>:iam::111111111111:role/<resource:1>",
+          "Runtime": "dotnet10",
+          "RuntimeVersionConfig": {
+            "RuntimeVersionArn": "arn:<partition>:lambda:<region>::runtime:<resource:2>"
+          },
+          "SnapStart": {
+            "ApplyOn": "None",
+            "OptimizationStatus": "Off"
+          },
+          "State": "Active",
+          "Timeout": 5,
+          "TracingConfig": {
+            "Mode": "PassThrough"
+          },
+          "Version": "$LATEST"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "get_function_response_version_1": {
+        "Code": {
+          "Location": "<location>",
+          "RepositoryType": "S3"
+        },
+        "Configuration": {
+          "Architectures": [
+            "x86_64"
+          ],
+          "CodeSha256": "<code-sha256:1>",
+          "CodeSize": "<code-size>",
+          "Description": "version1",
+          "EphemeralStorage": {
+            "Size": 512
+          },
+          "FunctionArn": "arn:<partition>:lambda:<region>:111111111111:function:<function-name:1>:1",
+          "FunctionName": "<function-name:1>",
+          "Handler": "dotnet::Dotnet.Function::FunctionHandler",
+          "LastModified": "date",
+          "LastUpdateStatus": "Successful",
+          "LoggingConfig": {
+            "LogFormat": "Text",
+            "LogGroup": "/aws/lambda/<function-name:1>"
+          },
+          "MemorySize": 1024,
+          "PackageType": "Zip",
+          "RevisionId": "<uuid:3>",
+          "Role": "arn:<partition>:iam::111111111111:role/<resource:1>",
+          "Runtime": "dotnet10",
+          "RuntimeVersionConfig": {
+            "RuntimeVersionArn": "arn:<partition>:lambda:<region>::runtime:<resource:2>"
+          },
+          "SnapStart": {
+            "ApplyOn": "None",
+            "OptimizationStatus": "Off"
+          },
+          "State": "Active",
+          "Timeout": 5,
+          "TracingConfig": {
+            "Mode": "PassThrough"
+          },
+          "Version": "1"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_update_function_configuration[dotnet10]": {
+    "recorded-date": "12-01-2026, 15:33:33",
+    "recorded-content": {
+      "create_function_response": {
+        "Architectures": [
+          "x86_64"
+        ],
+        "CodeSha256": "<code-sha256:1>",
+        "CodeSize": "<code-size>",
+        "Description": "",
+        "EphemeralStorage": {
+          "Size": 512
+        },
+        "FunctionArn": "arn:<partition>:lambda:<region>:111111111111:function:<function-name:1>",
+        "FunctionName": "<function-name:1>",
+        "Handler": "dotnet::Dotnet.Function::FunctionHandler",
+        "LastModified": "date",
+        "LoggingConfig": {
+          "LogFormat": "Text",
+          "LogGroup": "/aws/lambda/<function-name:1>"
+        },
+        "MemorySize": 1024,
+        "PackageType": "Zip",
+        "RevisionId": "<uuid:1>",
+        "Role": "arn:<partition>:iam::111111111111:role/<resource:1>",
+        "Runtime": "dotnet10",
+        "RuntimeVersionConfig": {
+          "RuntimeVersionArn": "arn:<partition>:lambda:<region>::runtime:<resource:2>"
+        },
+        "SnapStart": {
+          "ApplyOn": "None",
+          "OptimizationStatus": "Off"
+        },
+        "State": "Pending",
+        "StateReason": "The function is being created.",
+        "StateReasonCode": "Creating",
+        "Timeout": 5,
+        "TracingConfig": {
+          "Mode": "PassThrough"
+        },
+        "Version": "$LATEST",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 201
+        }
+      },
+      "update_function_response": {
+        "Architectures": [
+          "x86_64"
+        ],
+        "CodeSha256": "<code-sha256:1>",
+        "CodeSize": "<code-size>",
+        "Description": "",
+        "EphemeralStorage": {
+          "Size": 512
+        },
+        "FunctionArn": "arn:<partition>:lambda:<region>:111111111111:function:<function-name:1>",
+        "FunctionName": "<function-name:1>",
+        "Handler": "dotnet::Dotnet.Function::FunctionHandler",
+        "LastModified": "date",
+        "LastUpdateStatus": "InProgress",
+        "LastUpdateStatusReason": "The function is being created.",
+        "LastUpdateStatusReasonCode": "Creating",
+        "LoggingConfig": {
+          "LogFormat": "Text",
+          "LogGroup": "/aws/lambda/<function-name:1>"
+        },
+        "MemorySize": 1024,
+        "PackageType": "Zip",
+        "RevisionId": "<uuid:2>",
+        "Role": "arn:<partition>:iam::111111111111:role/<resource:1>",
+        "Runtime": "dotnet10",
+        "RuntimeVersionConfig": {
+          "RuntimeVersionArn": "arn:<partition>:lambda:<region>::runtime:<resource:2>"
+        },
+        "SnapStart": {
+          "ApplyOn": "PublishedVersions",
+          "OptimizationStatus": "Off"
+        },
+        "State": "Active",
+        "Timeout": 5,
+        "TracingConfig": {
+          "Mode": "PassThrough"
+        },
+        "Version": "$LATEST",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/lambda_/test_lambda_api.validation.json b/tests/aws/services/lambda_/test_lambda_api.validation.json
index 07a8724d56d0a..1827100b42221 100644
--- a/tests/aws/services/lambda_/test_lambda_api.validation.json
+++ b/tests/aws/services/lambda_/test_lambda_api.validation.json
@@ -177,12 +177,12 @@
     "last_validated_date": "2024-04-10T08:58:47+00:00"
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_create_lambda_exceptions": {
-    "last_validated_date": "2025-11-25T02:28:01+00:00",
+    "last_validated_date": "2026-01-12T15:31:24+00:00",
     "durations_in_seconds": {
-      "setup": 0.01,
-      "call": 0.73,
+      "setup": 0.0,
+      "call": 1.3,
       "teardown": 0.01,
-      "total": 0.75
+      "total": 1.31
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_delete_on_nonexisting_version": {
@@ -1182,12 +1182,12 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_update_lambda_exceptions": {
-    "last_validated_date": "2025-11-25T02:28:03+00:00",
+    "last_validated_date": "2026-01-12T15:31:27+00:00",
     "durations_in_seconds": {
-      "setup": 0.01,
-      "call": 2.1,
-      "teardown": 0.23,
-      "total": 2.34
+      "setup": 0.0,
+      "call": 2.59,
+      "teardown": 0.39,
+      "total": 2.98
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaFunction::test_vpc_config": {
@@ -1236,39 +1236,39 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaLayer::test_layer_compatibilities[runtimes0]": {
-    "last_validated_date": "2025-11-25T02:48:43+00:00",
+    "last_validated_date": "2026-01-12T15:31:31+00:00",
     "durations_in_seconds": {
-      "setup": 0.01,
-      "call": 4.87,
-      "teardown": 0.11,
-      "total": 4.99
+      "setup": 0.0,
+      "call": 4.08,
+      "teardown": 0.27,
+      "total": 4.35
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaLayer::test_layer_compatibilities[runtimes1]": {
-    "last_validated_date": "2025-11-25T02:48:48+00:00",
+    "last_validated_date": "2026-01-12T15:31:37+00:00",
     "durations_in_seconds": {
       "setup": 0.01,
-      "call": 4.85,
-      "teardown": 0.1,
-      "total": 4.96
+      "call": 5.66,
+      "teardown": 0.27,
+      "total": 5.94
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaLayer::test_layer_compatibilities[runtimes2]": {
-    "last_validated_date": "2025-11-25T02:48:49+00:00",
+    "last_validated_date": "2026-01-12T15:31:43+00:00",
     "durations_in_seconds": {
-      "setup": 0.01,
-      "call": 1.41,
-      "teardown": 0.13,
-      "total": 1.55
+      "setup": 0.0,
+      "call": 5.66,
+      "teardown": 0.28,
+      "total": 5.94
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaLayer::test_layer_exceptions": {
-    "last_validated_date": "2025-11-25T02:48:59+00:00",
+    "last_validated_date": "2026-01-12T15:31:58+00:00",
     "durations_in_seconds": {
       "setup": 0.01,
-      "call": 9.71,
-      "teardown": 0.22,
-      "total": 9.94
+      "call": 14.31,
+      "teardown": 0.42,
+      "total": 14.74
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaLayer::test_layer_function_exceptions": {
@@ -1553,130 +1553,148 @@
       "total": 0.13
     }
   },
+  "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_lifecycle[dotnet10]": {
+    "last_validated_date": "2026-01-12T15:33:00+00:00",
+    "durations_in_seconds": {
+      "setup": 4.89,
+      "call": 5.82,
+      "teardown": 0.44,
+      "total": 11.15
+    }
+  },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_lifecycle[dotnet8]": {
-    "last_validated_date": "2025-11-25T02:51:15+00:00",
+    "last_validated_date": "2026-01-12T15:32:49+00:00",
     "durations_in_seconds": {
-      "setup": 0.01,
-      "call": 2.8,
-      "teardown": 0.3,
-      "total": 3.11
+      "setup": 5.66,
+      "call": 5.86,
+      "teardown": 0.46,
+      "total": 11.98
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_lifecycle[java11]": {
-    "last_validated_date": "2025-11-25T02:50:58+00:00",
+    "last_validated_date": "2026-01-12T15:32:08+00:00",
     "durations_in_seconds": {
-      "setup": 0.01,
-      "call": 2.64,
-      "teardown": 0.31,
-      "total": 2.96
+      "setup": 6.05,
+      "call": 3.45,
+      "teardown": 0.54,
+      "total": 10.04
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   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_lifecycle[java17]": {
-    "last_validated_date": "2025-11-25T02:51:01+00:00",
+    "last_validated_date": "2026-01-12T15:32:14+00:00",
     "durations_in_seconds": {
       "setup": 0.01,
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+      "total": 6.24
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   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_lifecycle[java21]": {
-    "last_validated_date": "2025-11-25T02:51:04+00:00",
+    "last_validated_date": "2026-01-12T15:32:21+00:00",
     "durations_in_seconds": {
       "setup": 0.01,
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-      "teardown": 0.32,
-      "total": 2.99
+      "call": 6.29,
+      "teardown": 0.45,
+      "total": 6.75
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   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_lifecycle[java25]": {
-    "last_validated_date": "2025-11-25T02:51:07+00:00",
+    "last_validated_date": "2026-01-12T15:32:25+00:00",
     "durations_in_seconds": {
       "setup": 0.01,
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-      "teardown": 0.37,
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+      "teardown": 0.45,
+      "total": 3.85
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   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_lifecycle[python3.12]": {
-    "last_validated_date": "2025-11-25T02:51:10+00:00",
+    "last_validated_date": "2026-01-12T15:32:31+00:00",
     "durations_in_seconds": {
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-      "call": 2.2,
-      "teardown": 0.26,
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+      "setup": 0.04,
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+      "teardown": 0.6,
+      "total": 6.29
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   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_lifecycle[python3.13]": {
-    "last_validated_date": "2025-11-25T02:51:12+00:00",
+    "last_validated_date": "2026-01-12T15:32:37+00:00",
     "durations_in_seconds": {
       "setup": 0.01,
-      "call": 2.25,
-      "teardown": 0.38,
-      "total": 2.64
+      "call": 5.63,
+      "teardown": 0.5,
+      "total": 6.14
+    }
+  },
+  "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_update_function_configuration[dotnet10]": {
+    "last_validated_date": "2026-01-12T15:33:33+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 5.45,
+      "teardown": 0.41,
+      "total": 5.86
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   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_update_function_configuration[dotnet8]": {
-    "last_validated_date": "2025-11-25T02:51:34+00:00",
+    "last_validated_date": "2026-01-12T15:33:28+00:00",
     "durations_in_seconds": {
       "setup": 0.01,
-      "call": 2.33,
-      "teardown": 0.24,
-      "total": 2.58
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+      "teardown": 0.37,
+      "total": 3.3
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   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_update_function_configuration[java11]": {
-    "last_validated_date": "2025-11-25T02:51:18+00:00",
+    "last_validated_date": "2026-01-12T15:33:06+00:00",
     "durations_in_seconds": {
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-      "call": 2.46,
-      "teardown": 0.26,
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+      "teardown": 0.38,
+      "total": 5.71
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   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_update_function_configuration[java17]": {
-    "last_validated_date": "2025-11-25T02:51:21+00:00",
+    "last_validated_date": "2026-01-12T15:33:11+00:00",
     "durations_in_seconds": {
       "setup": 0.01,
-      "call": 2.5,
-      "teardown": 0.27,
-      "total": 2.78
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+      "total": 5.58
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   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_update_function_configuration[java21]": {
-    "last_validated_date": "2025-11-25T02:51:24+00:00",
+    "last_validated_date": "2026-01-12T15:33:15+00:00",
     "durations_in_seconds": {
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-      "call": 2.49,
-      "teardown": 0.25,
-      "total": 2.75
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+      "teardown": 0.45,
+      "total": 3.23
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   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_update_function_configuration[java25]": {
-    "last_validated_date": "2025-11-25T02:51:27+00:00",
+    "last_validated_date": "2026-01-12T15:33:18+00:00",
     "durations_in_seconds": {
       "setup": 0.01,
-      "call": 2.5,
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-      "total": 2.79
+      "call": 2.76,
+      "teardown": 0.51,
+      "total": 3.28
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   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_update_function_configuration[python3.12]": {
-    "last_validated_date": "2025-11-25T02:51:29+00:00",
+    "last_validated_date": "2026-01-12T15:33:21+00:00",
     "durations_in_seconds": {
       "setup": 0.01,
-      "call": 2.16,
-      "teardown": 0.26,
-      "total": 2.43
+      "call": 2.78,
+      "teardown": 0.36,
+      "total": 3.15
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaSnapStart::test_snapstart_update_function_configuration[python3.13]": {
-    "last_validated_date": "2025-11-25T02:51:31+00:00",
+    "last_validated_date": "2026-01-12T15:33:24+00:00",
     "durations_in_seconds": {
-      "setup": 0.01,
-      "call": 2.12,
-      "teardown": 0.36,
-      "total": 2.49
+      "setup": 0.0,
+      "call": 2.76,
+      "teardown": 0.37,
+      "total": 3.13
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestLambdaTag::test_create_tag_on_esm_create": {
@@ -1935,75 +1953,75 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestRuntimeValidation::test_create_deprecated_function_runtime_with_validation_enabled[dotnetcore3.1]": {
-    "last_validated_date": "2025-12-18T15:11:17+00:00",
+    "last_validated_date": "2026-01-12T15:31:22+00:00",
     "durations_in_seconds": {
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-      "call": 0.27,
-      "teardown": 0.0,
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   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestRuntimeValidation::test_create_deprecated_function_runtime_with_validation_enabled[go1.x]": {
-    "last_validated_date": "2025-12-18T15:11:16+00:00",
+    "last_validated_date": "2026-01-12T15:31:21+00:00",
     "durations_in_seconds": {
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   "tests/aws/services/lambda_/test_lambda_api.py::TestRuntimeValidation::test_create_deprecated_function_runtime_with_validation_enabled[java8]": {
-    "last_validated_date": "2025-12-18T15:11:15+00:00",
+    "last_validated_date": "2026-01-12T15:31:21+00:00",
     "durations_in_seconds": {
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-      "call": 0.71,
-      "teardown": 0.0,
-      "total": 12.86
+      "setup": 12.06,
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+      "teardown": 0.01,
+      "total": 12.77
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   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestRuntimeValidation::test_create_deprecated_function_runtime_with_validation_enabled[nodejs12.x]": {
-    "last_validated_date": "2025-12-18T15:11:18+00:00",
+    "last_validated_date": "2026-01-12T15:31:22+00:00",
     "durations_in_seconds": {
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-      "call": 0.29,
-      "teardown": 0.76,
-      "total": 1.06
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+      "call": 0.27,
+      "teardown": 0.01,
+      "total": 0.28
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   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestRuntimeValidation::test_create_deprecated_function_runtime_with_validation_enabled[nodejs14.x]": {
-    "last_validated_date": "2025-12-18T15:11:17+00:00",
+    "last_validated_date": "2026-01-12T15:31:22+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 0.28,
-      "teardown": 0.0,
+      "call": 0.27,
+      "teardown": 0.01,
       "total": 0.28
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   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestRuntimeValidation::test_create_deprecated_function_runtime_with_validation_enabled[provided]": {
-    "last_validated_date": "2025-12-18T15:11:16+00:00",
+    "last_validated_date": "2026-01-12T15:31:21+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 0.27,
-      "teardown": 0.0,
-      "total": 0.27
+      "call": 0.25,
+      "teardown": 0.01,
+      "total": 0.26
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   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestRuntimeValidation::test_create_deprecated_function_runtime_with_validation_enabled[python3.7]": {
-    "last_validated_date": "2025-12-18T15:11:17+00:00",
+    "last_validated_date": "2026-01-12T15:31:22+00:00",
     "durations_in_seconds": {
-      "setup": 0.01,
-      "call": 0.27,
-      "teardown": 0.0,
-      "total": 0.28
+      "setup": 0.0,
+      "call": 0.26,
+      "teardown": 0.01,
+      "total": 0.27
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   },
   "tests/aws/services/lambda_/test_lambda_api.py::TestRuntimeValidation::test_create_deprecated_function_runtime_with_validation_enabled[ruby2.7]": {
-    "last_validated_date": "2025-12-18T15:11:16+00:00",
+    "last_validated_date": "2026-01-12T15:31:21+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 0.27,
-      "teardown": 0.0,
-      "total": 0.27
+      "call": 0.25,
+      "teardown": 0.01,
+      "total": 0.26
     }
   }
 }
diff --git a/tests/aws/services/lambda_/test_lambda_common.snapshot.json b/tests/aws/services/lambda_/test_lambda_common.snapshot.json
index be8a1168123d0..8d1bf899b6c4c 100644
--- a/tests/aws/services/lambda_/test_lambda_common.snapshot.json
+++ b/tests/aws/services/lambda_/test_lambda_common.snapshot.json
@@ -1,70 +1,70 @@
 {
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_echo_invoke[python3.8]": {
-    "recorded-date": "25-11-2025, 02:31:04",
+    "recorded-date": "12-01-2026, 15:34:58",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_echo_invoke[java11]": {
-    "recorded-date": "25-11-2025, 02:31:32",
+    "recorded-date": "12-01-2026, 15:35:26",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_echo_invoke[provided.al2]": {
-    "recorded-date": "25-11-2025, 02:32:31",
+    "recorded-date": "12-01-2026, 16:40:09",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_echo_invoke[java8.al2]": {
-    "recorded-date": "25-11-2025, 02:31:37",
+    "recorded-date": "12-01-2026, 15:35:32",
     "recorded-content": {}
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_echo_invoke[ruby3.2]": {
-    "recorded-date": "25-11-2025, 02:31:41",
+    "recorded-date": "12-01-2026, 15:35:40",
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+          "RuntimeVersionArn": "arn:<partition>:lambda:<region>::runtime:<resource:2>"
+        },
+        "SnapStart": {
+          "ApplyOn": "None",
+          "OptimizationStatus": "Off"
+        },
+        "State": "Pending",
+        "StateReason": "The function is being created.",
+        "StateReasonCode": "Creating",
+        "Timeout": 3,
+        "TracingConfig": {
+          "Mode": "PassThrough"
+        },
+        "Version": "$LATEST",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 201
+        }
+      },
+      "error_result": {
+        "ExecutedVersion": "$LATEST",
+        "FunctionError": "Unhandled",
+        "Payload": {
+          "errorType": "Exception",
+          "errorMessage": "Error: some_error_msg",
+          "stackTrace": "<stack-trace>"
+        },
+        "StatusCode": 200,
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_runtime_wrapper_invoke[dotnet10]": {
+    "recorded-date": "12-01-2026, 15:43:14",
+    "recorded-content": {
+      "create_function_result": {
+        "Architectures": [
+          "x86_64"
+        ],
+        "CodeSha256": "<code-sha256>",
+        "CodeSize": "<code-size>",
+        "Description": "",
+        "Environment": {
+          "Variables": {
+            "AWS_LAMBDA_EXEC_WRAPPER": "/var/task/environment_wrapper"
+          }
+        },
+        "EphemeralStorage": {
+          "Size": 512
+        },
+        "FunctionArn": "arn:<partition>:lambda:<region>:111111111111:function:<function-name:1>",
+        "FunctionName": "<function-name:1>",
+        "Handler": "dotnet::Dotnet.Function::FunctionHandler",
+        "LastModified": "date",
+        "LoggingConfig": {
+          "LogFormat": "Text",
+          "LogGroup": "/aws/lambda/<function-name:1>"
+        },
+        "MemorySize": 1024,
+        "PackageType": "Zip",
+        "RevisionId": "<uuid:1>",
+        "Role": "arn:<partition>:iam::111111111111:role/<resource:1>",
+        "Runtime": "dotnet10",
+        "RuntimeVersionConfig": {
+          "RuntimeVersionArn": "arn:<partition>:lambda:<region>::runtime:<resource:2>"
+        },
+        "SnapStart": {
+          "ApplyOn": "None",
+          "OptimizationStatus": "Off"
+        },
+        "State": "Pending",
+        "StateReason": "The function is being created.",
+        "StateReasonCode": "Creating",
+        "Timeout": 3,
+        "TracingConfig": {
+          "Mode": "PassThrough"
+        },
+        "Version": "$LATEST",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 201
+        }
+      }
+    }
+  },
+  "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaCallingLocalstack::test_manual_endpoint_injection[dotnet10]": {
+    "recorded-date": "12-01-2026, 15:58:58",
     "recorded-content": {}
   }
 }
diff --git a/tests/aws/services/lambda_/test_lambda_common.validation.json b/tests/aws/services/lambda_/test_lambda_common.validation.json
index 03b291453795d..1c27e4b1a9e50 100644
--- a/tests/aws/services/lambda_/test_lambda_common.validation.json
+++ b/tests/aws/services/lambda_/test_lambda_common.validation.json
@@ -1,1046 +1,1091 @@
 {
+  "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaCallingLocalstack::test_manual_endpoint_injection[dotnet10]": {
+    "last_validated_date": "2026-01-12T15:58:58+00:00",
+    "durations_in_seconds": {
+      "setup": 7.03,
+      "call": 7.98,
+      "teardown": 0.71,
+      "total": 15.72
+    }
+  },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaCallingLocalstack::test_manual_endpoint_injection[dotnet6]": {
-    "last_validated_date": "2025-11-25T02:41:12+00:00",
+    "last_validated_date": "2026-01-12T15:59:27+00:00",
     "durations_in_seconds": {
-      "setup": 11.74,
-      "call": 3.69,
-      "teardown": 0.39,
-      "total": 15.82
+      "setup": 5.57,
+      "call": 7.45,
+      "teardown": 1.99,
+      "total": 15.01
     }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaCallingLocalstack::test_manual_endpoint_injection[dotnet8]": {
-    "last_validated_date": "2025-11-25T02:41:38+00:00",
+    "last_validated_date": "2026-01-12T15:59:12+00:00",
     "durations_in_seconds": {
-      "setup": 8.67,
-      "call": 3.57,
-      "teardown": 0.46,
-      "total": 12.7
+      "setup": 6.03,
+      "call": 7.24,
+      "teardown": 0.7,
+      "total": 13.97
     }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaCallingLocalstack::test_manual_endpoint_injection[java11]": {
-    "last_validated_date": "2025-11-25T02:40:57+00:00",
+    "last_validated_date": "2026-01-12T15:45:23+00:00",
     "durations_in_seconds": {
-      "setup": 0.0,
-      "call": 23.75,
-      "teardown": 0.41,
-      "total": 24.16
+      "setup": 18.52,
+      "call": 22.14,
+      "teardown": 0.77,
+      "total": 41.43
     }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaCallingLocalstack::test_manual_endpoint_injection[java17]": {
-    "last_validated_date": "2025-11-25T02:39:29+00:00",
+    "last_validated_date": "2026-01-12T15:48:25+00:00",
     "durations_in_seconds": {
-      "setup": 19.62,
-      "call": 16.91,
-      "teardown": 0.45,
-      "total": 36.98
+      "setup": 0.01,
+      "call": 14.25,
+      "teardown": 0.78,
+      "total": 15.04
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   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaCallingLocalstack::test_manual_endpoint_injection[java21]": {
-    "last_validated_date": "2025-11-25T02:40:32+00:00",
+    "last_validated_date": "2026-01-12T15:45:52+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 15.12,
-      "teardown": 5.76,
-      "total": 20.88
+      "call": 14.37,
+      "teardown": 0.8,
+      "total": 15.17
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   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaCallingLocalstack::test_manual_endpoint_injection[java25]": {
-    "last_validated_date": "2025-11-25T02:40:06+00:00",
+    "last_validated_date": "2026-01-12T15:46:21+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 25.14,
-      "teardown": 5.5,
-      "total": 30.64
+      "call": 14.15,
+      "teardown": 0.7,
+      "total": 14.85
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   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaCallingLocalstack::test_manual_endpoint_injection[java8.al2]": {
-    "last_validated_date": "2025-11-25T02:38:37+00:00",
+    "last_validated_date": "2026-01-12T15:47:38+00:00",
     "durations_in_seconds": {
-      "setup": 18.94,
-      "call": 31.86,
-      "teardown": 0.39,
-      "total": 51.19
+      "setup": 13.48,
+      "call": 22.69,
+      "teardown": 0.72,
+      "total": 36.89
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   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaCallingLocalstack::test_manual_endpoint_injection[nodejs16.x]": {
-    "last_validated_date": "2025-11-25T02:40:11+00:00",
+    "last_validated_date": "2026-01-12T15:46:54+00:00",
     "durations_in_seconds": {
-      "setup": 0.01,
-      "call": 2.58,
-      "teardown": 0.52,
-      "total": 3.11
+      "setup": 0.04,
+      "call": 5.72,
+      "teardown": 0.8,
+      "total": 6.56
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   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaCallingLocalstack::test_manual_endpoint_injection[nodejs18.x]": {
-    "last_validated_date": "2025-11-25T02:41:21+00:00",
+    "last_validated_date": "2026-01-12T15:47:01+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 2.59,
-      "teardown": 0.42,
-      "total": 3.01
+      "call": 5.64,
+      "teardown": 0.71,
+      "total": 6.35
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   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaCallingLocalstack::test_manual_endpoint_injection[nodejs20.x]": {
-    "last_validated_date": "2025-11-25T02:41:46+00:00",
+    "last_validated_date": "2026-01-12T15:44:41+00:00",
     "durations_in_seconds": {
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-      "call": 2.33,
-      "teardown": 1.39,
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+      "teardown": 0.8,
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   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaCallingLocalstack::test_manual_endpoint_injection[nodejs22.x]": {
-    "last_validated_date": "2025-11-25T02:38:39+00:00",
+    "last_validated_date": "2026-01-12T15:45:30+00:00",
     "durations_in_seconds": {
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   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaCallingLocalstack::test_manual_endpoint_injection[nodejs24.x]": {
-    "last_validated_date": "2025-11-25T02:39:32+00:00",
+    "last_validated_date": "2026-01-12T15:46:43+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
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   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaCallingLocalstack::test_manual_endpoint_injection[python3.10]": {
-    "last_validated_date": "2025-11-25T02:38:52+00:00",
+    "last_validated_date": "2026-01-12T15:48:10+00:00",
     "durations_in_seconds": {
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   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaCallingLocalstack::test_manual_endpoint_injection[python3.11]": {
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+    "last_validated_date": "2026-01-12T15:48:04+00:00",
     "durations_in_seconds": {
       "setup": 0.01,
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   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaCallingLocalstack::test_manual_endpoint_injection[python3.12]": {
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+    "last_validated_date": "2026-01-12T15:47:58+00:00",
     "durations_in_seconds": {
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   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaCallingLocalstack::test_manual_endpoint_injection[python3.13]": {
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+    "last_validated_date": "2026-01-12T15:45:37+00:00",
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   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_uncaught_exception_invoke[python3.14]": {
-    "last_validated_date": "2025-11-25T02:34:53+00:00",
+    "last_validated_date": "2026-01-12T15:40:19+00:00",
     "durations_in_seconds": {
-      "setup": 0.01,
-      "call": 2.2,
+      "setup": 0.04,
+      "call": 2.51,
       "teardown": 0.36,
-      "total": 2.57
+      "total": 2.91
     }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_uncaught_exception_invoke[python3.8]": {
-    "last_validated_date": "2025-11-25T02:35:07+00:00",
+    "last_validated_date": "2026-01-12T15:40:49+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 2.12,
-      "teardown": 0.25,
-      "total": 2.37
+      "call": 5.05,
+      "teardown": 0.34,
+      "total": 5.39
     }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_uncaught_exception_invoke[python3.9]": {
-    "last_validated_date": "2025-11-25T02:35:04+00:00",
+    "last_validated_date": "2026-01-12T15:40:44+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 2.16,
-      "teardown": 0.23,
-      "total": 2.39
+      "call": 4.98,
+      "teardown": 0.36,
+      "total": 5.34
     }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_uncaught_exception_invoke[ruby3.2]": {
-    "last_validated_date": "2025-11-25T02:35:34+00:00",
+    "last_validated_date": "2026-01-12T15:41:30+00:00",
     "durations_in_seconds": {
-      "setup": 0.01,
-      "call": 2.29,
-      "teardown": 0.36,
-      "total": 2.66
+      "setup": 0.03,
+      "call": 5.32,
+      "teardown": 0.35,
+      "total": 5.7
     }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_uncaught_exception_invoke[ruby3.3]": {
-    "last_validated_date": "2025-11-25T02:35:36+00:00",
+    "last_validated_date": "2026-01-12T15:41:35+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 2.24,
-      "teardown": 0.32,
-      "total": 2.56
+      "call": 5.48,
+      "teardown": 0.38,
+      "total": 5.86
     }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_uncaught_exception_invoke[ruby3.4]": {
-    "last_validated_date": "2025-11-25T02:35:39+00:00",
+    "last_validated_date": "2026-01-12T15:41:39+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 2.47,
-      "teardown": 0.29,
-      "total": 2.76
+      "call": 2.87,
+      "teardown": 0.39,
+      "total": 3.26
     }
   }
 }

From 547f99f3ea089ebdcbea9c66099bc2c518e668a1 Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Tue, 13 Jan 2026 20:01:43 +0100
Subject: [PATCH 521/697] APIGW: fix regional domain name to take into account
 region (#13603)

---
 localstack-core/localstack/services/apigateway/helpers.py | 8 ++++----
 .../localstack/services/apigateway/legacy/provider.py     | 2 +-
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/localstack-core/localstack/services/apigateway/helpers.py b/localstack-core/localstack/services/apigateway/helpers.py
index 93aa8c97d950f..9dbe761f25400 100644
--- a/localstack-core/localstack/services/apigateway/helpers.py
+++ b/localstack-core/localstack/services/apigateway/helpers.py
@@ -984,20 +984,20 @@ def is_variable_path(path_part: str) -> bool:
     return path_part.startswith("{") and path_part.endswith("}")
 
 
-def get_domain_name_hash(domain_name: str) -> str:
+def get_domain_name_hash(domain_name: str, region_name: str) -> str:
     """
     Return a hash of the given domain name, which help construct regional domain names for APIs.
     TODO: use this in the future to dispatch API Gateway API invocations made to the regional domain name
     """
-    return hashlib.shake_128(to_bytes(domain_name)).hexdigest(4)
+    return hashlib.shake_128(to_bytes(domain_name + region_name)).hexdigest(4)
 
 
-def get_regional_domain_name(domain_name: str) -> str:
+def get_regional_domain_name(domain_name: str, region_name: str) -> str:
     """
     Return the regional domain name for the given domain name.
     In real AWS, this would look something like: "d-oplm2qchq0.execute-api.us-east-1.amazonaws.com"
     In LocalStack, we're returning this format: "d-<domain_hash>.execute-api.localhost.localstack.cloud"
     """
-    domain_name_hash = get_domain_name_hash(domain_name)
+    domain_name_hash = get_domain_name_hash(domain_name, region_name)
     host = localstack_host().host
     return f"d-{domain_name_hash}.execute-api.{host}"
diff --git a/localstack-core/localstack/services/apigateway/legacy/provider.py b/localstack-core/localstack/services/apigateway/legacy/provider.py
index 8bea2ec6b7798..a9a6b2c1d958d 100644
--- a/localstack-core/localstack/services/apigateway/legacy/provider.py
+++ b/localstack-core/localstack/services/apigateway/legacy/provider.py
@@ -562,7 +562,7 @@ def create_domain_name(
             domainName=domain_name,
             certificateName=certificate_name,
             certificateArn=certificate_arn,
-            regionalDomainName=get_regional_domain_name(domain_name),
+            regionalDomainName=get_regional_domain_name(domain_name, context.region),
             domainNameStatus=DomainNameStatus.AVAILABLE,
             regionalHostedZoneId=zone_id,
             regionalCertificateName=regional_certificate_name,

From acf49e0ced8b912d3fccc10bf25613a4da23e29b Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Cristopher=20Pinz=C3=B3n?=
 <18080804+pinzon@users.noreply.github.com>
Date: Tue, 13 Jan 2026 14:19:12 -0500
Subject: [PATCH 522/697] Add new utility for Tags (#13601)

---
 localstack-core/localstack/utils/aws/tags.py | 44 ++++++++++++++++++++
 tests/unit/utils/test_tags.py                | 11 +++++
 2 files changed, 55 insertions(+)
 create mode 100644 localstack-core/localstack/utils/aws/tags.py
 create mode 100644 tests/unit/utils/test_tags.py

diff --git a/localstack-core/localstack/utils/aws/tags.py b/localstack-core/localstack/utils/aws/tags.py
new file mode 100644
index 0000000000000..2b849c6c727cf
--- /dev/null
+++ b/localstack-core/localstack/utils/aws/tags.py
@@ -0,0 +1,44 @@
+from typing import TypedDict
+
+
+class Tag(TypedDict):
+    Key: str
+    Value: str
+
+
+def tag_list_to_dict(tag_list: list[Tag]) -> dict[str, str]:
+    """
+    Converts a list of Tag objects into a dictionary, mapping each tag's
+    "Key" to its "Value". This utility function is useful for transforming
+    structured tag key-value pairs into a more accessible dictionary format.
+
+    >>>assert tag_list_to_dict([{"Key": "key", "Value": "value"}]) == {"key": "value"}
+
+    :param tag_list: A list of Tag objects where each tag contains a "Key"
+        and a "Value" pair.
+    :type tag_list: list[Tag]
+    :return: A dictionary where each key corresponds to a tag's "Key" and
+        each value corresponds to a tag's "Value".
+    :rtype: dict[str, str]
+    """
+    return {tag["Key"]: tag["Value"] for tag in tag_list}
+
+
+def tag_dict_to_list(tag_dict: dict[str, str]) -> list[Tag]:
+    """
+    Converts a dictionary of tags into a list of Tag objects formatted as dictionaries containing
+    'Key' and 'Value'.
+
+    This function takes a dictionary where keys and values represent tag names and their corresponding
+    values, and transforms it into a list of dictionaries where each dictionary represents a tag with
+    a 'Key' and a 'Value'.
+
+    >>>assert tag_dict_to_list({"key": "value"}) == [{"Key": "key", "Value": "value"}]
+
+    :param tag_dict: A dictionary where keys represent tag names and values represent tag values.
+    :type tag_dict: dict[str, str]
+    :return: A list of dictionaries where each dictionary contains 'Key' and 'Value' representing
+        a tag.
+    :rtype: list[Tag]
+    """
+    return [{"Key": key, "Value": value} for key, value in tag_dict.items()]
diff --git a/tests/unit/utils/test_tags.py b/tests/unit/utils/test_tags.py
new file mode 100644
index 0000000000000..f15557fdfd679
--- /dev/null
+++ b/tests/unit/utils/test_tags.py
@@ -0,0 +1,11 @@
+from localstack.utils.aws import tags
+
+
+def test_convert_tag_list_to_dictionary():
+    tags_list = [{"Key": "key", "Value": "value"}]
+    assert tags.tag_list_to_dict(tags_list) == {"key": "value"}
+
+
+def test_convert_tag_dictionary_to_list():
+    tags_dict = {"key": "value"}
+    assert tags.tag_dict_to_list(tags_dict) == [{"Key": "key", "Value": "value"}]

From 36feaae5a443d410cc5fb46769460696f0e604c6 Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Wed, 14 Jan 2026 09:52:18 +0100
Subject: [PATCH 523/697] Upgrade pinned Python dependencies, avoid broken
 moto-ext versions (#13592)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
Co-authored-by: Alexander Rashed <alexander.rashed@localstack.cloud>
---
 .pre-commit-config.yaml       |  2 +-
 pyproject.toml                |  2 +-
 requirements-base-runtime.txt |  6 ++---
 requirements-dev.txt          | 28 ++++++++++-----------
 requirements-runtime.txt      | 10 ++++----
 requirements-test.txt         | 18 +++++++-------
 requirements-typehint.txt     | 46 +++++++++++++++++------------------
 7 files changed, 56 insertions(+), 56 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 4ab60f88471fd..8cdb143534985 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -3,7 +3,7 @@
 repos:
   - repo: https://github.com/astral-sh/ruff-pre-commit
     # Ruff version.
-    rev: v0.14.10
+    rev: v0.14.11
     hooks:
       - id: ruff
         args: [--fix, --exit-non-zero-on-fix]
diff --git a/pyproject.toml b/pyproject.toml
index da7845059741e..d05eff22091d9 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -98,7 +98,7 @@ runtime = [
     "jsonpath-rw>=1.4.0",
     # version that has a built wheel
     "kclpy-ext>=3.0.0",
-    "moto-ext[all]>=5.1.12.post22",
+    "moto-ext[all]>=5.1.12.post22,!=5.1.19.post44,!=5.1.19.post57,!=5.1.19.post61",
     "opensearch-py>=2.4.1",
     "pydantic>=2.11.9",
     "pymongo>=4.2.0",
diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index f7be87db71656..2680e07d54883 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -11,7 +11,7 @@ attrs==25.4.0
     #   jsonschema
     #   localstack-twisted
     #   referencing
-awscrt==0.30.0
+awscrt==0.31.0
     # via localstack-core (pyproject.toml)
 boto3==1.42.17
     # via localstack-core (pyproject.toml)
@@ -81,7 +81,7 @@ jsonpointer==3.0.0
     # via
     #   jsonpatch
     #   localstack-core (pyproject.toml)
-jsonschema==4.25.1
+jsonschema==4.26.0
     # via
     #   localstack-core (pyproject.toml)
     #   openapi-core
@@ -200,5 +200,5 @@ wsproto==1.3.2
     # via hypercorn
 xmltodict==1.0.2
     # via localstack-core (pyproject.toml)
-zope-interface==8.1.1
+zope-interface==8.2
     # via localstack-twisted
diff --git a/requirements-dev.txt b/requirements-dev.txt
index e0132d8142e41..aa5d4bad1cd4d 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -12,7 +12,7 @@ antlr4-python3-runtime==4.13.2
     # via
     #   localstack-core
     #   moto-ext
-anyio==4.12.0
+anyio==4.12.1
     # via httpx
 apispec==6.9.0
     # via localstack-core
@@ -29,13 +29,13 @@ attrs==25.4.0
     #   jsonschema
     #   localstack-twisted
     #   referencing
-aws-cdk-asset-awscli-v1==2.2.242
+aws-cdk-asset-awscli-v1==2.2.258
     # via aws-cdk-lib
 aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
 aws-cdk-cloud-assembly-schema==48.20.0
     # via aws-cdk-lib
-aws-cdk-lib==2.233.0
+aws-cdk-lib==2.234.1
     # via localstack-core
 aws-sam-translator==1.106.0
     # via
@@ -46,7 +46,7 @@ aws-xray-sdk==2.15.0
     # via moto-ext
 awscli==1.44.7
     # via localstack-core
-awscrt==0.30.0
+awscrt==0.31.0
     # via localstack-core
 boto3==1.42.17
     # via
@@ -142,7 +142,7 @@ docutils==0.19
     # via awscli
 events==0.5
     # via opensearch-py
-filelock==3.20.2
+filelock==3.20.3
     # via virtualenv
 graphql-core==3.2.7
     # via moto-ext
@@ -170,7 +170,7 @@ hyperframe==6.1.0
     # via h2
 hyperlink==21.0.0
     # via localstack-twisted
-identify==2.6.15
+identify==2.6.16
     # via pre-commit
 idna==3.11
     # via
@@ -223,7 +223,7 @@ jsonpointer==3.0.0
     # via
     #   jsonpatch
     #   localstack-core
-jsonschema==4.25.1
+jsonschema==4.26.0
     # via
     #   aws-sam-translator
     #   localstack-core
@@ -245,7 +245,7 @@ lazy-object-proxy==1.12.0
     # via openapi-spec-validator
 librt==0.7.7
     # via mypy
-localstack-snapshot==0.3.2
+localstack-snapshot==0.3.3
     # via localstack-core
 localstack-twisted==24.3.0
     # via localstack-core
@@ -305,7 +305,7 @@ pandoc==2.4
     # via localstack-core (pyproject.toml)
 pathable==0.4.4
     # via jsonschema-path
-pathspec==1.0.0
+pathspec==1.0.3
     # via mypy
 platformdirs==4.5.1
     # via virtualenv
@@ -330,7 +330,7 @@ priority==1.3.0
     # via
     #   hypercorn
     #   localstack-twisted
-protobuf==6.33.2
+protobuf==6.33.4
     # via opensearch-protobufs
 psutil==7.2.1
     # via
@@ -361,7 +361,7 @@ pygments==2.19.2
     # via
     #   pytest
     #   rich
-pymongo==4.15.5
+pymongo==4.16.0
     # via localstack-core
 pyopenssl==25.3.0
     # via
@@ -452,7 +452,7 @@ rsa==4.7.2
     # via awscli
 rstr==3.2.2
     # via localstack-core (pyproject.toml)
-ruff==0.14.10
+ruff==0.14.11
     # via localstack-core (pyproject.toml)
 s3transfer==0.16.0
     # via
@@ -503,7 +503,7 @@ urllib3==2.6.3
     #   opensearch-py
     #   requests
     #   responses
-virtualenv==20.35.4
+virtualenv==20.36.1
     # via pre-commit
 websocket-client==1.9.0
     # via localstack-core
@@ -522,7 +522,7 @@ xmltodict==1.0.2
     # via
     #   localstack-core
     #   moto-ext
-zope-interface==8.1.1
+zope-interface==8.2
     # via localstack-twisted
 
 # The following packages are considered to be unsafe in a requirements file:
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index 047e6c04da0e3..51785393da04c 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -34,7 +34,7 @@ aws-xray-sdk==2.15.0
     # via moto-ext
 awscli==1.44.7
     # via localstack-core (pyproject.toml)
-awscrt==0.30.0
+awscrt==0.31.0
     # via localstack-core
 boto3==1.42.17
     # via
@@ -160,7 +160,7 @@ jsonpointer==3.0.0
     # via
     #   jsonpatch
     #   localstack-core
-jsonschema==4.25.1
+jsonschema==4.26.0
     # via
     #   aws-sam-translator
     #   localstack-core
@@ -233,7 +233,7 @@ priority==1.3.0
     # via
     #   hypercorn
     #   localstack-twisted
-protobuf==6.33.2
+protobuf==6.33.4
     # via opensearch-protobufs
 psutil==7.2.1
     # via
@@ -254,7 +254,7 @@ pydantic-core==2.41.5
     # via pydantic
 pygments==2.19.2
     # via rich
-pymongo==4.15.5
+pymongo==4.16.0
     # via localstack-core (pyproject.toml)
 pyopenssl==25.3.0
     # via
@@ -374,7 +374,7 @@ xmltodict==1.0.2
     # via
     #   localstack-core
     #   moto-ext
-zope-interface==8.1.1
+zope-interface==8.2
     # via localstack-twisted
 
 # The following packages are considered to be unsafe in a requirements file:
diff --git a/requirements-test.txt b/requirements-test.txt
index 9c7d5d4ebac28..b41b78c337d5a 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -12,7 +12,7 @@ antlr4-python3-runtime==4.13.2
     # via
     #   localstack-core
     #   moto-ext
-anyio==4.12.0
+anyio==4.12.1
     # via httpx
 apispec==6.9.0
     # via localstack-core
@@ -29,13 +29,13 @@ attrs==25.4.0
     #   jsonschema
     #   localstack-twisted
     #   referencing
-aws-cdk-asset-awscli-v1==2.2.242
+aws-cdk-asset-awscli-v1==2.2.258
     # via aws-cdk-lib
 aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
 aws-cdk-cloud-assembly-schema==48.20.0
     # via aws-cdk-lib
-aws-cdk-lib==2.233.0
+aws-cdk-lib==2.234.1
     # via localstack-core (pyproject.toml)
 aws-sam-translator==1.106.0
     # via
@@ -46,7 +46,7 @@ aws-xray-sdk==2.15.0
     # via moto-ext
 awscli==1.44.7
     # via localstack-core
-awscrt==0.30.0
+awscrt==0.31.0
     # via localstack-core
 boto3==1.42.17
     # via
@@ -204,7 +204,7 @@ jsonpointer==3.0.0
     # via
     #   jsonpatch
     #   localstack-core
-jsonschema==4.25.1
+jsonschema==4.26.0
     # via
     #   aws-sam-translator
     #   localstack-core
@@ -224,7 +224,7 @@ kclpy-ext==3.0.5
     # via localstack-core
 lazy-object-proxy==1.12.0
     # via openapi-spec-validator
-localstack-snapshot==0.3.2
+localstack-snapshot==0.3.3
     # via localstack-core (pyproject.toml)
 localstack-twisted==24.3.0
     # via localstack-core
@@ -287,7 +287,7 @@ priority==1.3.0
     # via
     #   hypercorn
     #   localstack-twisted
-protobuf==6.33.2
+protobuf==6.33.4
     # via opensearch-protobufs
 psutil==7.2.1
     # via
@@ -318,7 +318,7 @@ pygments==2.19.2
     # via
     #   pytest
     #   rich
-pymongo==4.15.5
+pymongo==4.16.0
     # via localstack-core
 pyopenssl==25.3.0
     # via
@@ -466,7 +466,7 @@ xmltodict==1.0.2
     # via
     #   localstack-core
     #   moto-ext
-zope-interface==8.1.1
+zope-interface==8.2
     # via localstack-twisted
 
 # The following packages are considered to be unsafe in a requirements file:
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index ead1e6a5ab388..18020f253e541 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -12,7 +12,7 @@ antlr4-python3-runtime==4.13.2
     # via
     #   localstack-core
     #   moto-ext
-anyio==4.12.0
+anyio==4.12.1
     # via httpx
 apispec==6.9.0
     # via localstack-core
@@ -29,13 +29,13 @@ attrs==25.4.0
     #   jsonschema
     #   localstack-twisted
     #   referencing
-aws-cdk-asset-awscli-v1==2.2.242
+aws-cdk-asset-awscli-v1==2.2.258
     # via aws-cdk-lib
 aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
 aws-cdk-cloud-assembly-schema==48.20.0
     # via aws-cdk-lib
-aws-cdk-lib==2.233.0
+aws-cdk-lib==2.234.1
     # via localstack-core
 aws-sam-translator==1.106.0
     # via
@@ -46,7 +46,7 @@ aws-xray-sdk==2.15.0
     # via moto-ext
 awscli==1.44.7
     # via localstack-core
-awscrt==0.30.0
+awscrt==0.31.0
     # via localstack-core
 boto3==1.42.17
     # via
@@ -54,7 +54,7 @@ boto3==1.42.17
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-boto3-stubs==1.42.22
+boto3-stubs==1.42.26
     # via localstack-core (pyproject.toml)
 botocore==1.42.17
     # via
@@ -64,7 +64,7 @@ botocore==1.42.17
     #   localstack-core
     #   moto-ext
     #   s3transfer
-botocore-stubs==1.42.22
+botocore-stubs==1.42.26
     # via boto3-stubs
 cachetools==6.2.4
     # via
@@ -146,7 +146,7 @@ docutils==0.19
     # via awscli
 events==0.5
     # via opensearch-py
-filelock==3.20.2
+filelock==3.20.3
     # via virtualenv
 graphql-core==3.2.7
     # via moto-ext
@@ -174,7 +174,7 @@ hyperframe==6.1.0
     # via h2
 hyperlink==21.0.0
     # via localstack-twisted
-identify==2.6.15
+identify==2.6.16
     # via pre-commit
 idna==3.11
     # via
@@ -227,7 +227,7 @@ jsonpointer==3.0.0
     # via
     #   jsonpatch
     #   localstack-core
-jsonschema==4.25.1
+jsonschema==4.26.0
     # via
     #   aws-sam-translator
     #   localstack-core
@@ -249,7 +249,7 @@ lazy-object-proxy==1.12.0
     # via openapi-spec-validator
 librt==0.7.7
     # via mypy
-localstack-snapshot==0.3.2
+localstack-snapshot==0.3.3
     # via localstack-core
 localstack-twisted==24.3.0
     # via localstack-core
@@ -297,13 +297,13 @@ mypy-boto3-backup==1.42.3
     # via boto3-stubs
 mypy-boto3-batch==1.42.3
     # via boto3-stubs
-mypy-boto3-ce==1.42.5
+mypy-boto3-ce==1.42.23
     # via boto3-stubs
 mypy-boto3-cloudcontrol==1.42.3
     # via boto3-stubs
 mypy-boto3-cloudformation==1.42.3
     # via boto3-stubs
-mypy-boto3-cloudfront==1.42.3
+mypy-boto3-cloudfront==1.42.25
     # via boto3-stubs
 mypy-boto3-cloudtrail==1.42.3
     # via boto3-stubs
@@ -351,7 +351,7 @@ mypy-boto3-elbv2==1.42.3
     # via boto3-stubs
 mypy-boto3-emr==1.42.3
     # via boto3-stubs
-mypy-boto3-emr-serverless==1.42.14
+mypy-boto3-emr-serverless==1.42.23
     # via boto3-stubs
 mypy-boto3-es==1.42.3
     # via boto3-stubs
@@ -363,7 +363,7 @@ mypy-boto3-fis==1.42.3
     # via boto3-stubs
 mypy-boto3-glacier==1.42.10
     # via boto3-stubs
-mypy-boto3-glue==1.42.3
+mypy-boto3-glue==1.42.25
     # via boto3-stubs
 mypy-boto3-iam==1.42.4
     # via boto3-stubs
@@ -429,7 +429,7 @@ mypy-boto3-s3==1.42.21
     # via boto3-stubs
 mypy-boto3-s3control==1.42.3
     # via boto3-stubs
-mypy-boto3-sagemaker==1.42.12
+mypy-boto3-sagemaker==1.42.26
     # via boto3-stubs
 mypy-boto3-sagemaker-runtime==1.42.3
     # via boto3-stubs
@@ -459,7 +459,7 @@ mypy-boto3-timestream-query==1.42.3
     # via boto3-stubs
 mypy-boto3-timestream-write==1.42.3
     # via boto3-stubs
-mypy-boto3-transcribe==1.42.3
+mypy-boto3-transcribe==1.42.25
     # via boto3-stubs
 mypy-boto3-verifiedpermissions==1.42.3
     # via boto3-stubs
@@ -505,7 +505,7 @@ pandoc==2.4
     # via localstack-core
 pathable==0.4.4
     # via jsonschema-path
-pathspec==1.0.0
+pathspec==1.0.3
     # via mypy
 platformdirs==4.5.1
     # via virtualenv
@@ -530,7 +530,7 @@ priority==1.3.0
     # via
     #   hypercorn
     #   localstack-twisted
-protobuf==6.33.2
+protobuf==6.33.4
     # via opensearch-protobufs
 psutil==7.2.1
     # via
@@ -561,7 +561,7 @@ pygments==2.19.2
     # via
     #   pytest
     #   rich
-pymongo==4.15.5
+pymongo==4.16.0
     # via localstack-core
 pyopenssl==25.3.0
     # via
@@ -652,7 +652,7 @@ rsa==4.7.2
     # via awscli
 rstr==3.2.2
     # via localstack-core
-ruff==0.14.10
+ruff==0.14.11
     # via localstack-core
 s3transfer==0.16.0
     # via
@@ -678,7 +678,7 @@ typeguard==2.13.3
     #   aws-cdk-lib
     #   constructs
     #   jsii
-types-awscrt==0.30.0
+types-awscrt==0.31.0
     # via botocore-stubs
 types-s3transfer==0.16.0
     # via boto3-stubs
@@ -707,7 +707,7 @@ urllib3==2.6.3
     #   opensearch-py
     #   requests
     #   responses
-virtualenv==20.35.4
+virtualenv==20.36.1
     # via pre-commit
 websocket-client==1.9.0
     # via localstack-core
@@ -726,7 +726,7 @@ xmltodict==1.0.2
     # via
     #   localstack-core
     #   moto-ext
-zope-interface==8.1.1
+zope-interface==8.2
     # via localstack-twisted
 
 # The following packages are considered to be unsafe in a requirements file:

From 7517af48d4aedb48fe63a4f1e7f2d436bab50552 Mon Sep 17 00:00:00 2001
From: Anastasia Dusak <61540676+k-a-il@users.noreply.github.com>
Date: Wed, 14 Jan 2026 10:28:21 +0100
Subject: [PATCH 524/697] IaC: add custom error messages based on service
 availability status (#13597)

---
 .../localstack/aws/catalog_exceptions.py      | 70 +++++++++++++++++++
 .../localstack/aws/handlers/service.py        | 20 ++++--
 localstack-core/localstack/aws/skeleton.py    | 31 +++++---
 .../localstack/testing/pytest/fixtures.py     | 11 +++
 .../localstack/utils/coverage_docs.py         | 20 ------
 pyproject.toml                                |  2 +-
 requirements-base-runtime.txt                 | 11 +++
 tests/unit/aws/handlers/test_service.py       | 37 ++++++++--
 tests/unit/aws/test_skeleton.py               | 24 ++++---
 tests/unit/utils/catalog/test_catalog.py      | 37 ++++++----
 tests/unit/utils/test_coverage_docs.py        | 19 -----
 11 files changed, 199 insertions(+), 83 deletions(-)
 create mode 100644 localstack-core/localstack/aws/catalog_exceptions.py
 delete mode 100644 localstack-core/localstack/utils/coverage_docs.py
 delete mode 100644 tests/unit/utils/test_coverage_docs.py

diff --git a/localstack-core/localstack/aws/catalog_exceptions.py b/localstack-core/localstack/aws/catalog_exceptions.py
new file mode 100644
index 0000000000000..575fe4d1025f4
--- /dev/null
+++ b/localstack-core/localstack/aws/catalog_exceptions.py
@@ -0,0 +1,70 @@
+from localstack.aws.api import CommonServiceException
+from localstack.utils.catalog.common import (
+    AwsServiceOperationsSupportInLatest,
+    AwsServicesSupportInLatest,
+    AwsServiceSupportAtRuntime,
+)
+
+_DOCS_COVERAGE_URL = "https://docs.localstack.cloud/references/coverage"
+
+
+class AwsServiceAvailabilityException(CommonServiceException):
+    def __init__(self, message: str, error_code: int):
+        super().__init__(code="InternalFailure", message=message, status_code=501)
+        self.error_code = error_code
+
+
+class ServiceOrOperationNotSupportedException(AwsServiceAvailabilityException):
+    def __init__(self, service_name: str, operation_name: str):
+        if operation_name is None:
+            message = f"Sorry, the {service_name} service is not currently supported by LocalStack."
+            error_code = 3
+        else:
+            message = f"Sorry, the {operation_name} operation on the {service_name} service is not currently supported by LocalStack."
+            error_code = 8
+        super().__init__(message, error_code)
+
+
+class LatestVersionRequiredException(AwsServiceAvailabilityException):
+    def __init__(self, service_name: str, operation_name: str | None = None):
+        if operation_name is None:
+            message = f"Sorry, the {service_name} service is not supported by this version of LocalStack, but is available if you upgrade to the latest stable version."
+            error_code = 2
+        else:
+            message = f"Sorry, the {operation_name} operation on the {service_name} service is not supported by this version of LocalStack, but is available if you upgrade to the latest stable version."
+            error_code = 6
+        super().__init__(message, error_code)
+
+
+class LicenseUpgradeRequiredException(AwsServiceAvailabilityException):
+    def __init__(self, service_name: str, operation_name: str | None = None):
+        if operation_name is None:
+            message = f"Sorry, the {service_name} service is not included within your LocalStack license, but is available in an upgraded license. Please refer to {_DOCS_COVERAGE_URL} for more details."
+            error_code = 1
+        else:
+            message = f"Sorry, the {operation_name} operation on the {service_name} service is not supported with your LocalStack license. Please refer to {_DOCS_COVERAGE_URL} for more details."
+            error_code = 5
+        super().__init__(message, error_code)
+
+
+def get_service_availability_exception(
+    service_name: str,
+    operation_name: str | None,
+    status: AwsServicesSupportInLatest | AwsServiceOperationsSupportInLatest | None,
+) -> AwsServiceAvailabilityException:
+    match status:
+        case AwsServicesSupportInLatest.SUPPORTED | AwsServiceOperationsSupportInLatest.SUPPORTED:
+            return LatestVersionRequiredException(service_name, operation_name)
+        case (
+            AwsServicesSupportInLatest.SUPPORTED_WITH_LICENSE_UPGRADE
+            | AwsServiceOperationsSupportInLatest.SUPPORTED_WITH_LICENSE_UPGRADE
+            | AwsServiceSupportAtRuntime.AVAILABLE_WITH_LICENSE_UPGRADE
+        ):
+            return LicenseUpgradeRequiredException(service_name, operation_name)
+        case AwsServicesSupportInLatest.NOT_SUPPORTED | AwsServiceSupportAtRuntime.NOT_IMPLEMENTED:
+            return ServiceOrOperationNotSupportedException(service_name, operation_name)
+        case _:
+            return AwsServiceAvailabilityException(
+                message=f"The API for service {service_name} is either not included in your current license plan or has not yet been emulated by LocalStack.",
+                error_code=4,
+            )
diff --git a/localstack-core/localstack/aws/handlers/service.py b/localstack-core/localstack/aws/handlers/service.py
index d162dbdc4fdff..90ac785a3546a 100644
--- a/localstack-core/localstack/aws/handlers/service.py
+++ b/localstack-core/localstack/aws/handlers/service.py
@@ -12,9 +12,10 @@
 from localstack import config
 from localstack.http import Response
 
-from ...utils.coverage_docs import get_coverage_link_for_service
+from ...utils.catalog.plugins import get_aws_catalog
 from ..api import CommonServiceException, RequestContext, ServiceException
 from ..api.core import ServiceOperation
+from ..catalog_exceptions import get_service_availability_exception
 from ..chain import CompositeResponseHandler, ExceptionHandler, Handler, HandlerChain
 from ..client import parse_response, parse_service_exception
 from ..protocol.parser import RequestParser, create_parser
@@ -190,12 +191,21 @@ def create_exception_response(self, exception: Exception, context: RequestContex
         error = exception
 
         if operation and isinstance(exception, NotImplementedError):
-            action_name = operation.name
+            operation_name = operation.name
             exception_message: str | None = exception.args[0] if exception.args else None
-            message = exception_message or get_coverage_link_for_service(service_name, action_name)
-            error = CommonServiceException("InternalFailure", message, status_code=501)
+            if exception_message:
+                message = exception_message
+                error = CommonServiceException("InternalFailure", message, status_code=501)
+            else:
+                service_status = get_aws_catalog().get_aws_service_status(
+                    service_name, operation_name
+                )
+                error = get_service_availability_exception(
+                    service_name, operation_name, service_status
+                )
+                message = error.message
             LOG.info(message)
-
+            context.service_exception = error
         elif isinstance(exception, self._moto_service_exception):
             # Translate Moto ServiceException to native ServiceException if Moto is available.
             # This allows handler chain to gracefully handles Moto errors when provider handlers invoke Moto methods directly.
diff --git a/localstack-core/localstack/aws/skeleton.py b/localstack-core/localstack/aws/skeleton.py
index 2e15595787cb7..faae3a49ce13c 100644
--- a/localstack-core/localstack/aws/skeleton.py
+++ b/localstack-core/localstack/aws/skeleton.py
@@ -12,12 +12,13 @@
     ServiceException,
 )
 from localstack.aws.api.core import ServiceRequest, ServiceRequestHandler, ServiceResponse
+from localstack.aws.catalog_exceptions import get_service_availability_exception
 from localstack.aws.protocol.parser import create_parser
 from localstack.aws.protocol.serializer import ResponseSerializer, create_serializer
 from localstack.aws.spec import load_service
 from localstack.http import Response
 from localstack.utils import analytics
-from localstack.utils.coverage_docs import get_coverage_link_for_service
+from localstack.utils.catalog.plugins import get_aws_catalog
 
 LOG = logging.getLogger(__name__)
 
@@ -212,16 +213,30 @@ def on_not_implemented_error(
         """
         operation = context.operation
 
-        action_name = operation.name
+        operation_name = operation.name
         service_name = operation.service_model.service_name
         exception_message: str | None = exception.args[0] if exception.args else None
-        message = exception_message or get_coverage_link_for_service(service_name, action_name)
+        if exception_message is not None:
+            message = exception_message
+            error = CommonServiceException("InternalFailure", message, status_code=501)
+            # record event
+            analytics.log.event(
+                "services_notimplemented", payload={"s": service_name, "a": operation_name}
+            )
+        else:
+            service_status = get_aws_catalog().get_aws_service_status(service_name, operation_name)
+            error = get_service_availability_exception(service_name, operation_name, service_status)
+            message = error.message
+            analytics.log.event(
+                "services_notimplemented",
+                payload={
+                    "s": service_name,
+                    "a": operation_name,
+                    "c": error.error_code,
+                },
+            )
+
         LOG.info(message)
-        error = CommonServiceException("InternalFailure", message, status_code=501)
-        # record event
-        analytics.log.event(
-            "services_notimplemented", payload={"s": service_name, "a": action_name}
-        )
         context.service_exception = error
 
         return serializer.serialize_error_to_response(
diff --git a/localstack-core/localstack/testing/pytest/fixtures.py b/localstack-core/localstack/testing/pytest/fixtures.py
index 24d32a95acbe5..60e0005ddadb8 100644
--- a/localstack-core/localstack/testing/pytest/fixtures.py
+++ b/localstack-core/localstack/testing/pytest/fixtures.py
@@ -8,6 +8,7 @@
 import time
 from collections.abc import Callable
 from typing import TYPE_CHECKING, Any, Unpack
+from unittest.mock import MagicMock
 
 import botocore.auth
 import botocore.config
@@ -2807,3 +2808,13 @@ def _delete_log_group():
             call_safe(_delete_log_group)
 
     yield _clean_up
+
+
+@pytest.fixture
+def aws_catalog_mock(monkeypatch):
+    def _mock_catalog(path):
+        catalog = MagicMock()
+        monkeypatch.setattr(path, lambda: catalog)
+        return catalog
+
+    return _mock_catalog
diff --git a/localstack-core/localstack/utils/coverage_docs.py b/localstack-core/localstack/utils/coverage_docs.py
deleted file mode 100644
index fde4628a32f67..0000000000000
--- a/localstack-core/localstack/utils/coverage_docs.py
+++ /dev/null
@@ -1,20 +0,0 @@
-_COVERAGE_LINK_BASE = "https://docs.localstack.cloud/references/coverage"
-
-
-def get_coverage_link_for_service(service_name: str, action_name: str) -> str:
-    from localstack.services.plugins import SERVICE_PLUGINS
-
-    available_services = SERVICE_PLUGINS.list_available()
-
-    if service_name not in available_services:
-        return (
-            f"The API for service '{service_name}' is either not included in your current license plan "
-            "or has not yet been emulated by LocalStack. "
-            f"Please refer to {_COVERAGE_LINK_BASE} for more details."
-        )
-    else:
-        return (
-            f"The API action '{action_name}' for service '{service_name}' is either not available in "
-            "your current license plan or has not yet been emulated by LocalStack. "
-            f"Please refer to {_COVERAGE_LINK_BASE}/coverage_{service_name} for more information."
-        )
diff --git a/pyproject.toml b/pyproject.toml
index d05eff22091d9..eda63039d9cd0 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -66,6 +66,7 @@ base-runtime = [
     "hypercorn>=0.14.4",
     "localstack-twisted>=23.0",
     "openapi-core>=0.19.2",
+    "pydantic>=2.11.9",
     "pyopenssl>=23.0.0",
     "python-dateutil>=2.9.0",
     "readerwriterlock>=1.0.7",
@@ -100,7 +101,6 @@ runtime = [
     "kclpy-ext>=3.0.0",
     "moto-ext[all]>=5.1.12.post22,!=5.1.19.post44,!=5.1.19.post57,!=5.1.19.post61",
     "opensearch-py>=2.4.1",
-    "pydantic>=2.11.9",
     "pymongo>=4.2.0",
     "pyopenssl>=23.0.0",
     "responses>=0.25.8",
diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index 2680e07d54883..73f6f85fcc7df 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -4,6 +4,8 @@
 #
 #    pip-compile --extra=base-runtime --output-file=requirements-base-runtime.txt --strip-extras --unsafe-package=distribute --unsafe-package=localstack-core --unsafe-package=pip --unsafe-package=setuptools pyproject.toml
 #
+annotated-types==0.7.0
+    # via pydantic
 asn1crypto==1.5.1
     # via localstack-core (pyproject.toml)
 attrs==25.4.0
@@ -129,6 +131,10 @@ psutil==7.2.1
     # via localstack-core (pyproject.toml)
 pycparser==2.23
     # via cffi
+pydantic==2.12.5
+    # via localstack-core (pyproject.toml)
+pydantic-core==2.41.5
+    # via pydantic
 pygments==2.19.2
     # via rich
 pyopenssl==25.3.0
@@ -184,7 +190,12 @@ typing-extensions==4.15.0
     #   localstack-core (pyproject.toml)
     #   localstack-twisted
     #   openapi-core
+    #   pydantic
+    #   pydantic-core
     #   readerwriterlock
+    #   typing-inspection
+typing-inspection==0.4.2
+    # via pydantic
 urllib3==2.6.3
     # via
     #   botocore
diff --git a/tests/unit/aws/handlers/test_service.py b/tests/unit/aws/handlers/test_service.py
index a261e38e3c775..ec646935d238f 100644
--- a/tests/unit/aws/handlers/test_service.py
+++ b/tests/unit/aws/handlers/test_service.py
@@ -10,6 +10,7 @@
 from localstack.aws.handlers.service import ServiceExceptionSerializer, ServiceResponseParser
 from localstack.aws.protocol.serializer import create_serializer
 from localstack.http import Request, Response
+from localstack.utils.catalog.common import AwsServiceSupportAtRuntime
 
 
 @pytest.fixture
@@ -150,21 +151,45 @@ def test_invalid_exception_does_nothing(self, service_response_handler_chain):
 
 class TestServiceExceptionSerializer:
     @pytest.mark.parametrize(
-        "message, output",
+        "catalog_status, expected_message",
         [
-            ("", "not available in your current license plan or has not yet been emulated"),
-            ("Ups!", "Ups!"),
+            (
+                AwsServiceSupportAtRuntime.AVAILABLE_WITH_LICENSE_UPGRADE,
+                "is not supported with your LocalStack license",
+            ),
+            (
+                None,
+                "The API for service opensearch is either not included in your current license plan or has not yet been emulated by LocalStack.",
+            ),
         ],
     )
-    def test_not_implemented_error(self, message, output):
+    def test_not_implemented_error_uses_catalog_when_message_is_empty(
+        self, catalog_status, expected_message, aws_catalog_mock
+    ):
+        catalog = aws_catalog_mock("localstack.aws.handlers.service.get_aws_catalog")
+        catalog.get_aws_service_status.return_value = catalog_status
         context = create_aws_request_context(
             "opensearch", "DescribeDomain", "rest-json", {"DomainName": "foobar"}
         )
-        not_implemented_exception = NotImplementedError(message)
+        not_implemented_exception = NotImplementedError("")
 
         ServiceExceptionSerializer().create_exception_response(not_implemented_exception, context)
 
-        assert output in context.service_exception.message
+        assert expected_message in context.service_exception.message
+        assert context.service_exception.code == "InternalFailure"
+        assert not context.service_exception.sender_fault
+        assert context.service_exception.status_code == 501
+
+    def test_not_implemented_error_with_custom_message(self):
+        context = create_aws_request_context(
+            "opensearch", "DescribeDomain", "rest-json", {"DomainName": "foobar"}
+        )
+        custom_message = "Ups!"
+        not_implemented_exception = NotImplementedError(custom_message)
+
+        ServiceExceptionSerializer().create_exception_response(not_implemented_exception, context)
+
+        assert context.service_exception.message == custom_message
         assert context.service_exception.code == "InternalFailure"
         assert not context.service_exception.sender_fault
         assert context.service_exception.status_code == 501
diff --git a/tests/unit/aws/test_skeleton.py b/tests/unit/aws/test_skeleton.py
index d61099b839868..8c4ebba8b793a 100644
--- a/tests/unit/aws/test_skeleton.py
+++ b/tests/unit/aws/test_skeleton.py
@@ -14,6 +14,7 @@
 from localstack.aws.skeleton import DispatchTable, ServiceRequestDispatcher, Skeleton
 from localstack.aws.spec import load_service
 from localstack.http import Request
+from localstack.utils.catalog.common import AwsServiceSupportAtRuntime
 
 """ Stripped down version of the SQS API generated by the Scaffold. """
 
@@ -196,23 +197,28 @@ def test_skeleton_e2e_sqs_send_message():
 
 
 @pytest.mark.parametrize(
-    "api_class, oracle_message",
+    "api_class, service_support_status, oracle_message",
     [
         (
             TestSqsApiNotImplemented(),
+            AwsServiceSupportAtRuntime.NOT_IMPLEMENTED,
             (
-                "The API action 'SendMessage' for service 'sqs' is either not available "
-                "in your current license plan or has not yet been emulated by LocalStack. "
-                "Please refer to https://docs.localstack.cloud/references/coverage/coverage_sqs for more information."
+                "Sorry, the SendMessage operation on the sqs service is not currently supported by LocalStack."
             ),
         ),
         (
             TestSqsApiNotImplementedWithMessage(),
+            AwsServiceSupportAtRuntime.NOT_IMPLEMENTED,
             "We will implement it soon, that's a promise!",
         ),
     ],
 )
-def test_skeleton_e2e_sqs_send_message_not_implemented(api_class, oracle_message):
+def test_skeleton_e2e_sqs_send_message_not_implemented(
+    api_class, service_support_status, oracle_message, aws_catalog_mock
+):
+    catalog = aws_catalog_mock("localstack.aws.skeleton.get_aws_catalog")
+    catalog.get_aws_service_status.return_value = service_support_status
+
     sqs_service = load_service("sqs-query")
     skeleton = Skeleton(sqs_service, api_class)
     request = Request(
@@ -287,7 +293,9 @@ def delete_queue(_context: RequestContext, _request: ServiceRequest):
     }
 
 
-def test_dispatch_missing_method_returns_internal_failure():
+def test_dispatch_missing_method_returns_internal_failure(aws_catalog_mock):
+    catalog = aws_catalog_mock("localstack.aws.skeleton.get_aws_catalog")
+    catalog.get_aws_service_status.return_value = AwsServiceSupportAtRuntime.NOT_IMPLEMENTED
     table: DispatchTable = {}
 
     sqs_service = load_service("sqs-query")
@@ -316,9 +324,7 @@ def test_dispatch_missing_method_returns_internal_failure():
     assert parsed_response["Error"] == {
         "Code": "InternalFailure",
         "Message": (
-            "The API action 'DeleteQueue' for service 'sqs' is either not available in your "
-            "current license plan or has not yet been emulated by LocalStack. "
-            "Please refer to https://docs.localstack.cloud/references/coverage/coverage_sqs for more information."
+            "Sorry, the DeleteQueue operation on the sqs service is not currently supported by LocalStack."
         ),
     }
 
diff --git a/tests/unit/utils/catalog/test_catalog.py b/tests/unit/utils/catalog/test_catalog.py
index 6cf6211f93fef..44fdc59410d6a 100644
--- a/tests/unit/utils/catalog/test_catalog.py
+++ b/tests/unit/utils/catalog/test_catalog.py
@@ -69,7 +69,7 @@ def get_remote_catalog(self) -> AwsRemoteCatalog:
 
 
 @pytest.fixture(scope="class", autouse=True)
-def aws_catalog():
+def aws_catalog_with_static_data():
     return AwsCatalogRemoteStatePlugin(FakeCatalogLoader(CATALOG))
 
 
@@ -82,8 +82,8 @@ class TestAwsCatalog:
             ("nonexistent", AwsServicesSupportInLatest.NOT_SUPPORTED),
         ],
     )
-    def test_get_service_status(self, aws_catalog, service_name, expected_status):
-        result = aws_catalog.get_aws_service_status(service_name)
+    def test_get_service_status(self, aws_catalog_with_static_data, service_name, expected_status):
+        result = aws_catalog_with_static_data.get_aws_service_status(service_name)
         assert result == expected_status
 
     @pytest.mark.parametrize(
@@ -99,21 +99,22 @@ def test_get_service_status(self, aws_catalog, service_name, expected_status):
         ],
     )
     def test_get_service_status_with_operation(
-        self, aws_catalog, service_name, operation_name, expected_status
+        self, aws_catalog_with_static_data, service_name, operation_name, expected_status
     ):
-        result = aws_catalog.get_aws_service_status(service_name, operation_name)
+        result = aws_catalog_with_static_data.get_aws_service_status(service_name, operation_name)
         assert result == expected_status
 
-    def test_get_service_status_with_only_one_emulator_type(self, aws_catalog):
-        result = aws_catalog.get_aws_service_status("athena")
+    def test_get_service_status_with_only_one_emulator_type(self, aws_catalog_with_static_data):
+        result = aws_catalog_with_static_data.get_aws_service_status("athena")
         assert result == AwsServicesSupportInLatest.SUPPORTED_WITH_LICENSE_UPGRADE
 
-    def test_get_service_status_with_empty_operation(self, aws_catalog):
+    def test_get_service_status_with_empty_operation(self, aws_catalog_with_static_data):
         assert (
-            aws_catalog.get_aws_service_status("s3", None) == AwsServicesSupportInLatest.SUPPORTED
+            aws_catalog_with_static_data.get_aws_service_status("s3", None)
+            == AwsServicesSupportInLatest.SUPPORTED
         )
         assert (
-            aws_catalog.get_aws_service_status("s3", "")
+            aws_catalog_with_static_data.get_aws_service_status("s3", "")
             == AwsServiceOperationsSupportInLatest.SUPPORTED
         )
 
@@ -135,14 +136,20 @@ def test_get_service_status_with_empty_operation(self, aws_catalog):
         ],
     )
     def test_get_cfn_resource_status(
-        self, aws_catalog, resource_name, service_name, expected_status
+        self, aws_catalog_with_static_data, resource_name, service_name, expected_status
     ):
-        result = aws_catalog.get_cloudformation_resource_status(resource_name, service_name)
+        result = aws_catalog_with_static_data.get_cloudformation_resource_status(
+            resource_name, service_name
+        )
         assert result == expected_status
 
-    def test_build_cfn_catalog_resources(self, aws_catalog):
-        community_resources = aws_catalog.cfn_resources_in_latest[LocalstackEmulatorType.COMMUNITY]
+    def test_build_cfn_catalog_resources(self, aws_catalog_with_static_data):
+        community_resources = aws_catalog_with_static_data.cfn_resources_in_latest[
+            LocalstackEmulatorType.COMMUNITY
+        ]
         assert set(community_resources) == {"AWS::S3::Bucket", "AWS::KMS::Key"}
 
-        pro_resources = aws_catalog.cfn_resources_in_latest[LocalstackEmulatorType.PRO]
+        pro_resources = aws_catalog_with_static_data.cfn_resources_in_latest[
+            LocalstackEmulatorType.PRO
+        ]
         assert set(pro_resources) == {"AWS::Athena::CapacitiesReservation"}
diff --git a/tests/unit/utils/test_coverage_docs.py b/tests/unit/utils/test_coverage_docs.py
deleted file mode 100644
index b21442736295a..0000000000000
--- a/tests/unit/utils/test_coverage_docs.py
+++ /dev/null
@@ -1,19 +0,0 @@
-from localstack.utils.coverage_docs import get_coverage_link_for_service
-
-
-def test_coverage_link_for_existing_service():
-    coverage_link = get_coverage_link_for_service("s3", "random_action")
-    assert coverage_link == (
-        "The API action 'random_action' for service 's3' is either not available in your current "
-        "license plan or has not yet been emulated by LocalStack. "
-        "Please refer to https://docs.localstack.cloud/references/coverage/coverage_s3 for more information."
-    )
-
-
-def test_coverage_link_for_non_existing_service():
-    coverage_link = get_coverage_link_for_service("dummy_service", "random_action")
-    assert coverage_link == (
-        "The API for service 'dummy_service' is either not included in your current license plan or "
-        "has not yet been emulated by LocalStack. "
-        "Please refer to https://docs.localstack.cloud/references/coverage for more details."
-    )

From 2c809d8f60fb59a2847767634b691a1ea067b81f Mon Sep 17 00:00:00 2001
From: Anastasia Dusak <61540676+k-a-il@users.noreply.github.com>
Date: Wed, 14 Jan 2026 20:32:15 +0100
Subject: [PATCH 525/697] IaC: fix problematic CFN plugin manager import
 (#13621)

---
 localstack-core/localstack/utils/catalog/catalog.py | 7 ++++---
 1 file changed, 4 insertions(+), 3 deletions(-)

diff --git a/localstack-core/localstack/utils/catalog/catalog.py b/localstack-core/localstack/utils/catalog/catalog.py
index 834eabecd48eb..a0a536fd36cff 100644
--- a/localstack-core/localstack/utils/catalog/catalog.py
+++ b/localstack-core/localstack/utils/catalog/catalog.py
@@ -4,9 +4,6 @@
 
 from plux import Plugin
 
-from localstack.services.cloudformation.resource_provider import (
-    plugin_manager as cfn_plugin_manager,
-)
 from localstack.utils.catalog.catalog_loader import RemoteCatalogLoader
 from localstack.utils.catalog.common import (
     AwsServiceOperationsSupportInLatest,
@@ -53,6 +50,10 @@ def _get_services_at_runtime() -> set[ServiceName]:
 
     @staticmethod
     def _get_cfn_resources_available_at_runtime() -> set[CfnResourceName]:
+        from localstack.services.cloudformation.resource_provider import (
+            plugin_manager as cfn_plugin_manager,
+        )
+
         return set(cfn_plugin_manager.list_names())
 
     @abstractmethod

From d7217cca72d08ef703da905d72e46d86423f7a37 Mon Sep 17 00:00:00 2001
From: Bernhard Matyas <90144234+baermat@users.noreply.github.com>
Date: Wed, 14 Jan 2026 22:54:59 +0100
Subject: [PATCH 526/697] SNS: v2 enable skipped tests (#13544)

---
 .../localstack/services/sns/publisher.py      |   9 +-
 .../localstack/services/sns/v2/models.py      |   1 +
 .../localstack/services/sns/v2/provider.py    |  16 +-
 .../localstack/services/sns/v2/utils.py       |   4 +
 tests/aws/services/sns/test_sns.py            | 214 ++++++++++--------
 tests/aws/services/sns/test_sns.snapshot.json | 122 ++++++++--
 .../aws/services/sns/test_sns.validation.json |  75 ++++--
 7 files changed, 307 insertions(+), 134 deletions(-)

diff --git a/localstack-core/localstack/services/sns/publisher.py b/localstack-core/localstack/services/sns/publisher.py
index 51eaa7ac0a0d1..ce60bd514a5d7 100644
--- a/localstack-core/localstack/services/sns/publisher.py
+++ b/localstack-core/localstack/services/sns/publisher.py
@@ -30,7 +30,7 @@
     SnsStore,
     SnsSubscription,
 )
-from localstack.services.sns.v2.utils import get_topic_subscriptions
+from localstack.services.sns.v2.utils import get_topic_subscriptions, snake_to_pascal_case
 from localstack.utils.aws.arns import (
     PARTITION_NAMES,
     extract_account_id_from_arn,
@@ -1095,7 +1095,6 @@ def store_delivery_log(
     # SMS is a special case: https://docs.aws.amazon.com/sns/latest/dg/sms_stats_cloudwatch.html
     # seems like you need to configure on the Console, leave it on by default now in LocalStack
     protocol = subscriber.get("Protocol")
-
     if protocol != "sms":
         if protocol not in available_delivery_logs_services or not topic_attributes:
             # this service does not have DeliveryLogs feature, return
@@ -1110,7 +1109,11 @@ def store_delivery_log(
         # TODO: on purpose not using walrus operator to show that we get the RoleArn here for CloudWatch
         role_arn = topic_attributes.get(topic_attribute)
         if not role_arn:
-            return
+            # TODO: remove snake case access once v1 is completely obsolete
+            topic_attribute = snake_to_pascal_case(topic_attribute)
+            role_arn = topic_attributes.get(topic_attribute)
+            if not role_arn:
+                return
 
     if not is_api_enabled("logs"):
         LOG.warning(
diff --git a/localstack-core/localstack/services/sns/v2/models.py b/localstack-core/localstack/services/sns/v2/models.py
index 2e64957c1d0e4..f00618e9b9b16 100644
--- a/localstack-core/localstack/services/sns/v2/models.py
+++ b/localstack-core/localstack/services/sns/v2/models.py
@@ -166,6 +166,7 @@ class PlatformApplicationDetails:
 
 
 class SnsStore(BaseStore):
+    # maps topic ARN to Topic
     topics: dict[str, Topic] = LocalAttribute(default=dict)
 
     # maps subscription ARN to SnsSubscription
diff --git a/localstack-core/localstack/services/sns/v2/provider.py b/localstack-core/localstack/services/sns/v2/provider.py
index 0bc9deab7d6d7..bbc82f02c08b4 100644
--- a/localstack-core/localstack/services/sns/v2/provider.py
+++ b/localstack-core/localstack/services/sns/v2/provider.py
@@ -85,6 +85,7 @@
     ATTR_TYPE_REGEX,
     BATCH_ENTRY_ID_REGEX,
     DUMMY_SUBSCRIPTION_PRINCIPAL,
+    E164_REGEX,
     MAXIMUM_MESSAGE_LENGTH,
     MSG_ATTR_NAME_REGEX,
     PLATFORM_ENDPOINT_MSGS_ENDPOINT,
@@ -239,6 +240,11 @@ def get_topic_attributes(
             raise NotFoundException("Topic does not exist")
 
     def delete_topic(self, context: RequestContext, topic_arn: topicARN, **kwargs) -> None:
+        # This also deletes all subscriptions for the topic. In AWS, this is not immediately the case;
+        # the subs still exist for a certain period of time (~48h), detached, after which they are garbage collected
+        arn_data = parse_and_validate_topic_arn(topic_arn)
+        if context.region != arn_data["region"]:
+            raise InvalidParameterException("Invalid parameter: TopicArn")
         store = self.get_store(context.account_id, context.region)
 
         store.topics.pop(topic_arn, None)
@@ -1130,6 +1136,7 @@ def list_phone_numbers_opted_out(
     def opt_in_phone_number(
         self, context: RequestContext, phone_number: PhoneNumber, **kwargs
     ) -> OptInPhoneNumberResponse:
+        _validate_phone_number(phone_number)
         store = self.get_store(context.account_id, context.region)
         if phone_number in store.PHONE_NUMBERS_OPTED_OUT:
             store.PHONE_NUMBERS_OPTED_OUT.remove(phone_number)
@@ -1255,7 +1262,7 @@ def _get_topic(arn: str, context: RequestContext, multi_region: bool = False) ->
         if not multi_region and context.region != arn_data["region"]:
             raise InvalidParameterException("Invalid parameter: TopicArn")
         try:
-            store = SnsProvider.get_store(context.account_id, context.region)
+            store = SnsProvider.get_store(arn_data["account"], arn_data["region"])
             return store.topics[arn]
         except KeyError:
             raise NotFoundException("Topic does not exist")
@@ -1502,6 +1509,13 @@ def _set_sms_attribute_default(store: SnsStore) -> None:
     store.sms_attributes.setdefault("MonthlySpendLimit", "1")
 
 
+def _validate_phone_number(phone_number: str):
+    if not re.match(E164_REGEX, phone_number):
+        raise InvalidParameterException(
+            "Invalid parameter: PhoneNumber Reason: input incorrectly formatted"
+        )
+
+
 def _check_matching_tags(topic_arn: str, tags: TagList | None, store: SnsStore) -> bool:
     """
     Checks if a topic to be created doesn't already exist with different tags
diff --git a/localstack-core/localstack/services/sns/v2/utils.py b/localstack-core/localstack/services/sns/v2/utils.py
index e665766421de1..69665b229210c 100644
--- a/localstack-core/localstack/services/sns/v2/utils.py
+++ b/localstack-core/localstack/services/sns/v2/utils.py
@@ -34,6 +34,10 @@ def is_valid_e164_number(number: str) -> bool:
     return E164_REGEX.match(number) is not None
 
 
+def snake_to_pascal_case(snake_case_string: str) -> str:
+    return "".join(word.capitalize() for word in snake_case_string.split("_"))
+
+
 def validate_subscription_attribute(
     attribute_name: str,
     attribute_value: str,
diff --git a/tests/aws/services/sns/test_sns.py b/tests/aws/services/sns/test_sns.py
index 1982d00f20234..dbe5b225d2923 100644
--- a/tests/aws/services/sns/test_sns.py
+++ b/tests/aws/services/sns/test_sns.py
@@ -47,7 +47,7 @@
 from localstack.utils.testutil import check_expected_lambda_log_events_length
 from tests.aws.services.lambda_.functions import lambda_integration
 from tests.aws.services.lambda_.test_lambda import TEST_LAMBDA_PYTHON, TEST_LAMBDA_PYTHON_ECHO
-from tests.aws.services.sns.conftest import is_sns_v1_provider, skip_if_sns_v2
+from tests.aws.services.sns.conftest import is_sns_v1_provider
 
 LOG = logging.getLogger(__name__)
 
@@ -1724,61 +1724,72 @@ def test_subscription_paging(self, sns_create_topic, aws_client, snapshot, sns_s
         resp = aws_client.sns.list_subscriptions_by_topic(TopicArn=topic_arn)
         assert "NextToken" in resp
 
-    @pytest.mark.skip(reason="TODO")
+    # TODO: parametrize for http and email protocol
     @markers.aws.validated
-    def test_subscribe_attributes(self, sns_create_topic, aws_client, snapshot):
-        topic_arn = sns_create_topic(Name=f"sub-attrs-{short_uid()}")["TopicArn"]
+    def test_subscribe_attributes(
+        self,
+        sns_create_topic,
+        aws_client,
+        snapshot,
+        sqs_create_queue,
+        sqs_get_queue_arn,
+        sns_subscription,
+    ):
+        topic_arn = sns_create_topic(Name=f"get-subs-{short_uid()}")["TopicArn"]
+        queue_url = sqs_create_queue(QueueName=f"queue-{short_uid()}")
 
-        sub_arn = aws_client.sns.subscribe(
+        subscribe_response = sns_subscription(
             TopicArn=topic_arn,
-            Protocol="email",
-            Endpoint="test@example.com",
-        )["SubscriptionArn"]
+            Protocol="sqs",
+            Endpoint=sqs_get_queue_arn(queue_url),
+        )
+        sub_arn = subscribe_response["SubscriptionArn"]
 
         resp = aws_client.sns.get_subscription_attributes(SubscriptionArn=sub_arn)
         snapshot.match("get-subscription-attributes", resp)
 
-    @pytest.mark.skip(reason="TODO")
-    @markers.aws.needs_fixing
-    def test_creating_subscription_with_attributes(self, sns_create_topic, aws_client, snapshot):
-        topic_arn = sns_create_topic(Name=f"sub-with-attrs-{short_uid()}")["TopicArn"]
+    # TODO: parametrize for http and email protocol
+    @markers.aws.validated
+    def test_creating_subscription_with_attributes(
+        self,
+        sns_create_topic,
+        aws_client,
+        snapshot,
+        sqs_create_queue,
+        sqs_get_queue_arn,
+        sns_subscription,
+    ):
+        topic_arn = sns_create_topic(Name=f"get-subs-{short_uid()}")["TopicArn"]
+        queue_url = sqs_create_queue(QueueName=f"queue-{short_uid()}")
 
-        sub_arn = aws_client.sns.subscribe(
+        sub_arn = sns_subscription(
             TopicArn=topic_arn,
-            Protocol="email",
-            Endpoint="test@example.com",
+            Protocol="sqs",
+            Endpoint=sqs_get_queue_arn(queue_url),
             Attributes={"RawMessageDelivery": "true"},
         )["SubscriptionArn"]
 
         attrs = aws_client.sns.get_subscription_attributes(SubscriptionArn=sub_arn)
         snapshot.match("subscription-with-attributes", attrs)
 
-    @pytest.mark.skip(reason="TODO")
-    @markers.aws.needs_fixing
-    def test_delete_subscriptions_on_delete_topic(self, sns_create_topic, aws_client, snapshot):
-        topic_arn = sns_create_topic(Name=f"del-subs-topic-{short_uid()}")["TopicArn"]
-
-        sub_arn = aws_client.sns.subscribe(
-            TopicArn=topic_arn,
-            Protocol="email",
-            Endpoint="test@example.com",
-        )["SubscriptionArn"]
-
-        aws_client.sns.delete_topic(TopicArn=topic_arn)
-
-        with pytest.raises(ClientError) as e:
-            aws_client.sns.get_subscription_attributes(SubscriptionArn=sub_arn)
-        snapshot.match("get-sub-after-topic-delete", e.value.response)
-
-    @pytest.mark.skip(reason="TODO")
-    @markers.aws.needs_fixing
-    def test_set_subscription_attributes(self, sns_create_topic, aws_client, snapshot):
-        topic_arn = sns_create_topic(Name=f"set-attr-sub-{short_uid()}")["TopicArn"]
+    # TODO: parametrize for http and email protocol
+    @markers.aws.validated
+    def test_set_subscription_attributes(
+        self,
+        sns_create_topic,
+        aws_client,
+        snapshot,
+        sqs_create_queue,
+        sqs_get_queue_arn,
+        sns_subscription,
+    ):
+        topic_arn = sns_create_topic(Name=f"get-subs-{short_uid()}")["TopicArn"]
+        queue_url = sqs_create_queue(QueueName=f"queue-{short_uid()}")
 
-        sub_arn = aws_client.sns.subscribe(
+        sub_arn = sns_subscription(
             TopicArn=topic_arn,
-            Protocol="email",
-            Endpoint="test@example.com",
+            Protocol="sqs",
+            Endpoint=sqs_get_queue_arn(queue_url),
         )["SubscriptionArn"]
 
         aws_client.sns.set_subscription_attributes(
@@ -1788,11 +1799,13 @@ def test_set_subscription_attributes(self, sns_create_topic, aws_client, snapsho
         )
 
         attrs = aws_client.sns.get_subscription_attributes(SubscriptionArn=sub_arn)
-        assert attrs["Attributes"]["RawMessageDelivery"] == "true"
         snapshot.match("set-subscription-attributes", attrs)
 
-    @pytest.mark.skip(reason="TODO")
-    @markers.aws.needs_fixing
+    @markers.snapshot.skip_snapshot_verify(
+        paths=["$..Error.Message"],
+        # AWS adds a strange stacktrace that contains REDACTED at the end. The "regular" error message matches
+    )
+    @markers.aws.validated
     def test_subscribe_invalid_filter_policy(self, sns_create_topic, aws_client, snapshot):
         topic_arn = sns_create_topic(Name=f"filter-policy-{short_uid()}")["TopicArn"]
 
@@ -1805,66 +1818,61 @@ def test_subscribe_invalid_filter_policy(self, sns_create_topic, aws_client, sna
             )
         snapshot.match("subscribe-invalid-filter-policy", e.value.response)
 
-    @pytest.mark.skip(reason="TODO")
-    @markers.aws.needs_fixing
-    def test_check_not_opted_out(self, sns_create_topic, aws_client, snapshot):
-        sns_create_topic(Name=f"optout-{short_uid()}")["TopicArn"]
-
-        resp = aws_client.sns.check_if_phone_number_is_opted_out(PhoneNumber="+1234567890")
-        snapshot.match("check-not-opted-out", resp)
-
-    @pytest.mark.skip(reason="TODO")
-    @markers.aws.needs_fixing
-    def test_check_opted_out(self, sns_create_topic, aws_client, snapshot):
-        sns_create_topic(Name=f"opted-{short_uid()}")["TopicArn"]
-
-        # Simulate opt-out
-        aws_client.sns.opt_in_phone_number(PhoneNumber="+1234567890")
-        resp = aws_client.sns.check_if_phone_number_is_opted_out(PhoneNumber="+1234567890")
-        snapshot.match("check-opted-out", resp)
-
-    @pytest.mark.skip(reason="TODO")
-    @markers.aws.needs_fixing
-    def test_check_opted_out_invalid(self, sns_create_topic, aws_client, snapshot):
-        with pytest.raises(ClientError) as e:
-            aws_client.sns.check_if_phone_number_is_opted_out(PhoneNumber="invalid-number")
-        snapshot.match("check-opted-out-invalid", e.value.response)
-
-    @pytest.mark.skip(reason="TODO")
-    @markers.aws.needs_fixing
-    def test_list_opted_out(self, sns_create_topic, aws_client, snapshot):
-        resp = aws_client.sns.list_phone_numbers_opted_out()
-        snapshot.match("list-opted-out", resp)
-
-    @pytest.mark.skip(reason="TODO")
-    @markers.aws.needs_fixing
-    def test_opt_in(self, sns_create_topic, aws_client, snapshot):
-        aws_client.sns.opt_in_phone_number(PhoneNumber="+1234567890")
-        resp = aws_client.sns.check_if_phone_number_is_opted_out(PhoneNumber="+1234567890")
-        snapshot.match("opt-in", resp)
-
-    @pytest.mark.skip(reason="TODO")
-    @markers.aws.needs_fixing
-    def test_confirm_subscription(self, sns_create_topic, aws_client, snapshot):
+    # FIXME
+    @pytest.mark.skip(
+        reason="Https for aws lambda URL required but not implemented in localstack lambda"
+    )
+    @markers.aws.validated
+    def test_confirm_subscription(
+        self, sns_create_topic, aws_client, snapshot, create_lambda_function
+    ):
+        snapshot.add_transformer(TransformerUtility.key_value("SubscriptionArn"))
         topic_arn = sns_create_topic(Name=f"confirm-sub-{short_uid()}")["TopicArn"]
+        function_name = f"lambda-{short_uid()}"
+        create_lambda_function(
+            handler_file=TEST_LAMBDA_PYTHON_ECHO,
+            func_name=function_name,
+            runtime=Runtime.python3_12,
+        )
+
+        url_config = aws_client.lambda_.create_function_url_config(
+            FunctionName=function_name, AuthType="NONE"
+        )
+        aws_client.lambda_.add_permission(
+            FunctionName=function_name,
+            Action="lambda:InvokeFunctionUrl",
+            StatementId="AllowSNSInvoke",
+            Principal="*",
+            FunctionUrlAuthType="NONE",
+        )
 
         aws_client.sns.subscribe(
             TopicArn=topic_arn,
-            Protocol="email",
-            Endpoint="test@example.com",
+            Protocol="https",
+            Endpoint=url_config["FunctionUrl"],
         )
 
+        def _get_token():
+            token_message = aws_client.logs.filter_log_events(
+                logGroupName=f"/aws/lambda/{function_name}", filterPattern="Token="
+            )["events"][0]["message"]
+            confirmation_url = json.loads(json.loads(token_message)["body"])["SubscribeURL"]
+            token = confirmation_url.split("Token=")[1]
+            return token
+
+        token = retry(_get_token, retries=5, sleep=2)
         resp = aws_client.sns.confirm_subscription(
-            TopicArn=topic_arn, Token="fake-token", AuthenticateOnUnsubscribe="true"
+            TopicArn=topic_arn, Token=token, AuthenticateOnUnsubscribe="true"
         )
         snapshot.match("confirm-subscription", resp)
 
-    @pytest.mark.skip(reason="TODO")
-    @markers.aws.needs_fixing
-    def test_get_subscription_attributes_error_not_exists(self, aws_client, snapshot):
+    @markers.aws.validated
+    def test_get_subscription_attributes_error_not_exists(
+        self, aws_client, snapshot, account_id, region_name
+    ):
         with pytest.raises(ClientError) as e:
             aws_client.sns.get_subscription_attributes(
-                SubscriptionArn=f"arn:aws:sns:us-east-1:000000000000:nonexistent-{short_uid()}"
+                SubscriptionArn=f"arn:aws:sns:{region_name}:{account_id}:nonexistent:{uuid.uuid4()}"
             )
         snapshot.match("get-sub-attrs-nonexistent", e.value.response)
 
@@ -3887,6 +3895,13 @@ def platform_credentials() -> tuple[str, str]:
     return client_id, client_secret
 
 
+@pytest.fixture(scope="class")
+def e_mail_address() -> str:
+    # this address must be real and accessible if you want to test email subscriptions
+    e_mail = "test@example.com"
+    return e_mail
+
+
 @pytest.fixture(scope="class")
 def phone_number() -> str:
     # if you want to test phone number operations against AWS and a real phone number, replace this value
@@ -4696,7 +4711,6 @@ def test_publish_to_gcm(self, sns_create_platform_application, aws_client):
 
     @markers.requires_in_process
     @markers.aws.only_localstack
-    @skip_if_sns_v2
     def test_publish_to_platform_endpoint_is_dispatched(
         self,
         sns_create_topic,
@@ -4706,7 +4720,10 @@ def test_publish_to_platform_endpoint_is_dispatched(
         account_id,
         region_name,
         sns_provider,
+        platform_credentials,
     ):
+        client_id, client_secret = platform_credentials
+        attributes = {"PlatformPrincipal": client_id, "PlatformCredential": client_secret}
         topic_arn = sns_create_topic()["TopicArn"]
         endpoints_arn = {}
         for platform_type in ["APNS", "GCM"]:
@@ -4714,7 +4731,7 @@ def test_publish_to_platform_endpoint_is_dispatched(
 
             # Create an Apple platform application
             app_arn = sns_create_platform_application(
-                Name=application_platform_name, Platform=platform_type, Attributes={}
+                Name=application_platform_name, Platform=platform_type, Attributes=attributes
             )["PlatformApplicationArn"]
 
             endpoint_arn = aws_client.sns.create_platform_endpoint(
@@ -5005,6 +5022,15 @@ def test_opt_in_non_existing_phone_number(
 
         snapshot.match("opt-in-non-existing-number", response)
 
+    @pytest.mark.skipif(is_sns_v1_provider(), reason="Not correctly implemented in v1")
+    @markers.aws.validated
+    def test_opt_in_invalid_number(self, phone_number, aws_client, snapshot):
+        invalid_number = "invalid"
+        with pytest.raises(ClientError) as e:
+            aws_client.sns.opt_in_phone_number(phoneNumber=invalid_number)
+
+        snapshot.match("opt-in-non-existing-number", e.value.response)
+
 
 class TestSNSSubscriptionHttp:
     @markers.aws.validated
@@ -5847,7 +5873,6 @@ def sqs_secondary_client(self, secondary_aws_client):
         return secondary_aws_client.sqs
 
     @markers.aws.only_localstack
-    @skip_if_sns_v2
     def test_cross_account_access(self, sns_primary_client, sns_secondary_client, sns_create_topic):
         # Cross-account access is supported for below operations.
         # This list is taken from ActionName param of the AddPermissions operation
@@ -5902,7 +5927,6 @@ def test_cross_account_access(self, sns_primary_client, sns_secondary_client, sn
         assert sns_secondary_client.delete_topic(TopicArn=topic_arn)
 
     @markers.aws.only_localstack
-    @skip_if_sns_v2
     def test_cross_account_publish_to_sqs(
         self,
         sns_create_topic,
@@ -6026,7 +6050,6 @@ def sqs_region2_client(self, aws_client_factory, secondary_region_name):
         return aws_client_factory(region_name=secondary_region_name).sqs
 
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_cross_region_access(self, sns_region1_client, sns_region2_client, snapshot, cleanups):
         # We do not have a list of supported Cross-region access for operations.
         # This test is validating that Cross-account does not mean Cross-region most of the time
@@ -6144,7 +6167,6 @@ class TestSNSPublishDelivery:
         ],
         condition=is_sns_v1_provider,
     )
-    @skip_if_sns_v2
     def test_delivery_lambda(
         self,
         sns_create_topic,
diff --git a/tests/aws/services/sns/test_sns.snapshot.json b/tests/aws/services/sns/test_sns.snapshot.json
index 66d1f6dcfdd56..e21f58a010d26 100644
--- a/tests/aws/services/sns/test_sns.snapshot.json
+++ b/tests/aws/services/sns/test_sns.snapshot.json
@@ -5803,35 +5803,95 @@
     }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrudV2::test_subscribe_attributes": {
-    "recorded-date": "06-10-2025, 11:40:42",
-    "recorded-content": {}
+    "recorded-date": "12-01-2026, 13:03:28",
+    "recorded-content": {
+      "get-subscription-attributes": {
+        "Attributes": {
+          "ConfirmationWasAuthenticated": "true",
+          "Endpoint": "arn:<partition>:sqs:<region>:111111111111:<resource:1>",
+          "Owner": "111111111111",
+          "PendingConfirmation": "false",
+          "Protocol": "sqs",
+          "RawMessageDelivery": "false",
+          "SubscriptionArn": "arn:<partition>:sns:<region>:111111111111:<resource:4>:<resource:2>",
+          "SubscriptionPrincipal": "arn:<partition>:iam::111111111111:user/<resource:3>",
+          "TopicArn": "arn:<partition>:sns:<region>:111111111111:<resource:4>"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrudV2::test_creating_subscription_with_attributes": {
-    "recorded-date": "06-10-2025, 11:40:44",
-    "recorded-content": {}
+    "recorded-date": "12-01-2026, 13:08:24",
+    "recorded-content": {
+      "subscription-with-attributes": {
+        "Attributes": {
+          "ConfirmationWasAuthenticated": "true",
+          "Endpoint": "arn:<partition>:sqs:<region>:111111111111:<resource:1>",
+          "Owner": "111111111111",
+          "PendingConfirmation": "false",
+          "Protocol": "sqs",
+          "RawMessageDelivery": "true",
+          "SubscriptionArn": "arn:<partition>:sns:<region>:111111111111:<resource:4>:<resource:2>",
+          "SubscriptionPrincipal": "arn:<partition>:iam::111111111111:user/<resource:3>",
+          "TopicArn": "arn:<partition>:sns:<region>:111111111111:<resource:4>"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrudV2::test_delete_subscriptions_on_delete_topic": {
-    "recorded-date": "06-10-2025, 11:40:45",
+    "recorded-date": "12-01-2026, 13:09:31",
     "recorded-content": {
       "get-sub-after-topic-delete": {
-        "Error": {
-          "Code": "InvalidParameter",
-          "Message": "Invalid parameter: SubscriptionArn Reason: An ARN must have at least 6 elements, not 1",
-          "Type": "Sender"
+        "Attributes": {
+          "ConfirmationWasAuthenticated": "true",
+          "Endpoint": "arn:<partition>:sqs:<region>:111111111111:<resource:1>",
+          "Owner": "111111111111",
+          "PendingConfirmation": "false",
+          "Protocol": "sqs",
+          "RawMessageDelivery": "true",
+          "SubscriptionArn": "arn:<partition>:sns:<region>:111111111111:<resource:4>:<resource:2>",
+          "SubscriptionPrincipal": "arn:<partition>:iam::111111111111:user/<resource:3>",
+          "TopicArn": "arn:<partition>:sns:<region>:111111111111:<resource:4>"
         },
         "ResponseMetadata": {
           "HTTPHeaders": {},
-          "HTTPStatusCode": 400
+          "HTTPStatusCode": 200
         }
       }
     }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrudV2::test_set_subscription_attributes": {
-    "recorded-date": "06-10-2025, 11:40:47",
-    "recorded-content": {}
+    "recorded-date": "13-01-2026, 09:21:16",
+    "recorded-content": {
+      "set-subscription-attributes": {
+        "Attributes": {
+          "ConfirmationWasAuthenticated": "true",
+          "Endpoint": "arn:<partition>:sqs:<region>:111111111111:<resource:1>",
+          "Owner": "111111111111",
+          "PendingConfirmation": "false",
+          "Protocol": "sqs",
+          "RawMessageDelivery": "true",
+          "SubscriptionArn": "arn:<partition>:sns:<region>:111111111111:<resource:4>:<resource:2>",
+          "SubscriptionPrincipal": "arn:<partition>:iam::111111111111:user/<resource:3>",
+          "TopicArn": "arn:<partition>:sns:<region>:111111111111:<resource:4>"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrudV2::test_subscribe_invalid_filter_policy": {
-    "recorded-date": "06-10-2025, 11:40:48",
+    "recorded-date": "13-01-2026, 09:26:43",
     "recorded-content": {
       "subscribe-invalid-filter-policy": {
         "Error": {
@@ -5875,21 +5935,29 @@
     "recorded-content": {}
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrudV2::test_confirm_subscription": {
-    "recorded-date": "06-10-2025, 11:40:51",
-    "recorded-content": {}
+    "recorded-date": "14-01-2026, 09:45:12",
+    "recorded-content": {
+      "confirm-subscription": {
+        "SubscriptionArn": "arn:<partition>:sns:<region>:111111111111:confirm-sub-e46f689a:<resource:1>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrudV2::test_get_subscription_attributes_error_not_exists": {
-    "recorded-date": "06-10-2025, 11:40:51",
+    "recorded-date": "14-01-2026, 10:27:15",
     "recorded-content": {
       "get-sub-attrs-nonexistent": {
         "Error": {
-          "Code": "InvalidParameter",
-          "Message": "Invalid parameter: SubscriptionId",
+          "Code": "NotFound",
+          "Message": "Subscription does not exist",
           "Type": "Sender"
         },
         "ResponseMetadata": {
           "HTTPHeaders": {},
-          "HTTPStatusCode": 400
+          "HTTPStatusCode": 404
         }
       }
     }
@@ -7260,5 +7328,21 @@
         }
       }
     }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSSMS::test_opt_in_invalid_number": {
+    "recorded-date": "13-01-2026, 09:38:15",
+    "recorded-content": {
+      "opt-in-non-existing-number": {
+        "Error": {
+          "Code": "InvalidParameter",
+          "Message": "Invalid parameter: PhoneNumber Reason: input incorrectly formatted",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/sns/test_sns.validation.json b/tests/aws/services/sns/test_sns.validation.json
index bb0edd2878cd1..ad3ae93fdf5c3 100644
--- a/tests/aws/services/sns/test_sns.validation.json
+++ b/tests/aws/services/sns/test_sns.validation.json
@@ -692,6 +692,15 @@
       "total": 0.16
     }
   },
+  "tests/aws/services/sns/test_sns.py::TestSNSSMS::test_opt_in_invalid_number": {
+    "last_validated_date": "2026-01-13T09:38:15+00:00",
+    "durations_in_seconds": {
+      "setup": 1.02,
+      "call": 0.79,
+      "teardown": 0.03,
+      "total": 1.84
+    }
+  },
   "tests/aws/services/sns/test_sns.py::TestSNSSMS::test_opt_in_non_existing_phone_number": {
     "last_validated_date": "2025-12-02T12:58:54+00:00",
     "durations_in_seconds": {
@@ -911,6 +920,15 @@
       "total": 3.8
     }
   },
+  "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrudV2::test_confirm_subscription": {
+    "last_validated_date": "2026-01-14T09:45:12+00:00",
+    "durations_in_seconds": {
+      "setup": 49.43,
+      "call": 9.88,
+      "teardown": 1.51,
+      "total": 60.82
+    }
+  },
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrudV2::test_creating_subscription": {
     "last_validated_date": "2025-10-07T07:40:45+00:00",
     "durations_in_seconds": {
@@ -920,13 +938,22 @@
       "total": 2.87
     }
   },
+  "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrudV2::test_creating_subscription_with_attributes": {
+    "last_validated_date": "2026-01-12T13:08:24+00:00",
+    "durations_in_seconds": {
+      "setup": 1.2,
+      "call": 2.79,
+      "teardown": 0.72,
+      "total": 4.71
+    }
+  },
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrudV2::test_delete_subscriptions_on_delete_topic": {
-    "last_validated_date": "2025-10-06T11:40:45+00:00",
+    "last_validated_date": "2026-01-12T13:09:31+00:00",
     "durations_in_seconds": {
-      "setup": 0.01,
-      "call": 1.21,
-      "teardown": 0.31,
-      "total": 1.53
+      "setup": 0.8,
+      "call": 3.09,
+      "teardown": 0.8,
+      "total": 4.69
     }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrudV2::test_double_subscription": {
@@ -939,12 +966,12 @@
     }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrudV2::test_get_subscription_attributes_error_not_exists": {
-    "last_validated_date": "2025-10-06T11:40:51+00:00",
+    "last_validated_date": "2026-01-14T10:27:15+00:00",
     "durations_in_seconds": {
-      "setup": 0.01,
-      "call": 0.14,
-      "teardown": 0.03,
-      "total": 0.18
+      "setup": 1.65,
+      "call": 25.2,
+      "teardown": 0.0,
+      "total": 26.85
     }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrudV2::test_getting_subscriptions_by_topic": {
@@ -965,6 +992,24 @@
       "total": 0.29
     }
   },
+  "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrudV2::test_set_subscription_attributes": {
+    "last_validated_date": "2026-01-13T09:21:16+00:00",
+    "durations_in_seconds": {
+      "setup": 1.07,
+      "call": 2.51,
+      "teardown": 0.63,
+      "total": 4.21
+    }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrudV2::test_subscribe_attributes": {
+    "last_validated_date": "2026-01-12T13:03:28+00:00",
+    "durations_in_seconds": {
+      "setup": 1.02,
+      "call": 2.72,
+      "teardown": 0.85,
+      "total": 4.59
+    }
+  },
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrudV2::test_subscribe_bad_sms": {
     "last_validated_date": "2025-10-06T11:39:57+00:00",
     "durations_in_seconds": {
@@ -975,12 +1020,12 @@
     }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrudV2::test_subscribe_invalid_filter_policy": {
-    "last_validated_date": "2025-10-06T11:40:48+00:00",
+    "last_validated_date": "2026-01-13T09:26:43+00:00",
     "durations_in_seconds": {
-      "setup": 0.0,
-      "call": 0.61,
-      "teardown": 0.3,
-      "total": 0.91
+      "setup": 0.96,
+      "call": 1.06,
+      "teardown": 0.27,
+      "total": 2.29
     }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSSubscriptionCrudV2::test_subscribe_invalid_sms": {

From ccc4a3ec8d4f91f20409527b5c24c2f8e4cf653d Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Carole=20Lavillonni=C3=A8re?=
 <carole-lavillonniere@users.noreply.github.com>
Date: Thu, 15 Jan 2026 09:20:34 +0100
Subject: [PATCH 527/697] fix: race condition when unpacking lambda leaves
 corrupted file (#13591)

Co-authored-by: Kelvin Velasquez <kelvinvelasquez080@gmail.com>
---
 .../lambda_/invocation/lambda_models.py       | 19 +++--
 .../lambda_/test_lambda_unzip_crash.py        | 76 +++++++++++++++++++
 2 files changed, 90 insertions(+), 5 deletions(-)
 create mode 100644 tests/aws/services/lambda_/test_lambda_unzip_crash.py

diff --git a/localstack-core/localstack/services/lambda_/invocation/lambda_models.py b/localstack-core/localstack/services/lambda_/invocation/lambda_models.py
index 94ad303125280..1634166cf5423 100644
--- a/localstack-core/localstack/services/lambda_/invocation/lambda_models.py
+++ b/localstack-core/localstack/services/lambda_/invocation/lambda_models.py
@@ -222,11 +222,20 @@ def prepare_for_execution(self) -> None:
             if target_path.exists():
                 return
             LOG.debug("Saving code %s to disk", self.id)
-            target_path.mkdir(parents=True, exist_ok=True)
-            with tempfile.NamedTemporaryFile() as file:
-                self._download_archive_to_file(file)
-                unzip(file.name, str(target_path))
-                chmod_r(str(target_path), 0o755)
+            target_path.parent.mkdir(parents=True, exist_ok=True)
+            # Use a temp directory for atomic operation to prevent partial reads
+            # if the process crashes or is killed during unzip.
+            # Create temp dir in same parent to ensure same filesystem for atomic rename.
+            with tempfile.TemporaryDirectory(dir=target_path.parent) as temp_dir:
+                temp_path = Path(temp_dir)
+
+                with tempfile.NamedTemporaryFile() as file:
+                    self._download_archive_to_file(file)
+                    unzip(file.name, str(temp_path))
+                    chmod_r(str(temp_path), 0o755)
+
+                # Atomic move/rename
+                temp_path.rename(target_path)
 
     def destroy_cached(self) -> None:
         """
diff --git a/tests/aws/services/lambda_/test_lambda_unzip_crash.py b/tests/aws/services/lambda_/test_lambda_unzip_crash.py
new file mode 100644
index 0000000000000..cab2074f7a8a6
--- /dev/null
+++ b/tests/aws/services/lambda_/test_lambda_unzip_crash.py
@@ -0,0 +1,76 @@
+import tempfile
+from pathlib import Path
+from unittest.mock import patch
+
+import pytest
+
+from localstack.services.lambda_.invocation.lambda_models import S3Code
+from localstack.testing.pytest import markers
+from localstack.utils.strings import short_uid
+
+
+class TestLambdaUnzipCrash:
+    @markers.aws.only_localstack
+    def test_unzip_crash_leaves_no_corrupted_files(
+        self, aws_client, tmp_path, monkeypatch, account_id
+    ):
+        """
+        Integration test to test fix for issue https://github.com/localstack/localstack/issues/13555
+        Simulates what happens when we crash during Lambda code unzipping.
+        Makes sure no corrupted file is left.
+        """
+
+        unzip_call_count = 0
+        function_id = f"test-unzip-crash-{short_uid()}"
+
+        def crashing_unzip(zip_file, target_dir):
+            """Unzip that crashes after writing partial content"""
+            nonlocal unzip_call_count
+            unzip_call_count += 1
+
+            target_path = Path(target_dir)
+            target_path.mkdir(parents=True, exist_ok=True)
+            (target_path / "handler.py").write_text("# CORRUPTED - partial unpack\n")
+
+            raise RuntimeError("Simulated crash during unzip")
+
+        s3_code = S3Code(
+            id=function_id,
+            account_id=account_id,
+            s3_bucket="test-bucket",
+            s3_key="test.zip",
+            s3_object_version=None,
+            code_sha256="abc123",
+            code_size=1024,
+        )
+
+        def mock_download(self, target_file):
+            target_file.write(b"fake-zip")
+            target_file.flush()
+
+        # Patch unzip and download
+        with patch(
+            "localstack.services.lambda_.invocation.lambda_models.unzip", side_effect=crashing_unzip
+        ):
+            with patch.object(S3Code, "_download_archive_to_file", mock_download):
+                # This will trigger the unzip operation (which will crash)
+                try:
+                    s3_code.prepare_for_execution()
+                except RuntimeError:
+                    pass
+
+        # Check what's on disk
+        target_code_dir = (
+            Path(tempfile.gettempdir()) / "lambda" / "test-bucket" / function_id / "code"
+        )
+
+        if target_code_dir.exists():
+            handler_file = target_code_dir / "handler.py"
+            if handler_file.exists():
+                content = handler_file.read_text()
+                if "CORRUPTED" in content:
+                    pytest.fail(
+                        f"Crash during unzip left corrupted files on disk at {target_code_dir}!"
+                    )
+
+        assert unzip_call_count >= 1, "Unzip should have been called"

From 227f0705e44e9d6f0fa2400044aeb773d7adab4a Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Thu, 15 Jan 2026 18:16:12 +0000
Subject: [PATCH 528/697] CFn: correctly detect createOnlyProperties (#13619)

---
 .../engine/v2/change_set_model.py             |  8 +--
 .../cloudformation/engine/test_replacement.py | 70 +++++++++++++++++++
 .../engine/test_replacement.snapshot.json     | 51 ++++++++++++++
 .../engine/test_replacement.validation.json   | 11 +++
 4 files changed, 136 insertions(+), 4 deletions(-)
 create mode 100644 tests/aws/services/cloudformation/engine/test_replacement.py
 create mode 100644 tests/aws/services/cloudformation/engine/test_replacement.snapshot.json
 create mode 100644 tests/aws/services/cloudformation/engine/test_replacement.validation.json

diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py
index f9809d2dbcabb..07316fa1264d8 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py
@@ -876,10 +876,10 @@ def _resolve_requires_replacement(
             property.replace("/properties/", "", 1) for property in create_only_properties
         ]
         for node_property in node_properties.properties:
-            if (
-                node_property.change_type == ChangeType.MODIFIED
-                and node_property.name in create_only_properties
-            ):
+            if node_property.name not in create_only_properties:
+                continue
+
+            if node_property.change_type != ChangeType.UNCHANGED:
                 return True
         return False
 
diff --git a/tests/aws/services/cloudformation/engine/test_replacement.py b/tests/aws/services/cloudformation/engine/test_replacement.py
new file mode 100644
index 0000000000000..28e3c30e61fb4
--- /dev/null
+++ b/tests/aws/services/cloudformation/engine/test_replacement.py
@@ -0,0 +1,70 @@
+import json
+
+from tests.aws.services.cloudformation.conftest import skip_if_legacy_engine
+
+from localstack.testing.pytest import markers
+from localstack.utils.strings import short_uid
+
+
+@skip_if_legacy_engine()
+@markers.aws.validated
+@markers.snapshot.skip_snapshot_verify(paths=["$..PhysicalResourceId"])
+def test_requires_replacement(
+    deploy_cfn_template,
+    capture_per_resource_events,
+    snapshot,
+):
+    snapshot.add_transformer(snapshot.transform.cloudformation_api())
+
+    t1 = {
+        "Resources": {
+            "MyQueue": {
+                "Type": "AWS::SQS::Queue",
+            },
+        },
+        "Outputs": {
+            "QueueName": {
+                "Value": {"Fn::GetAtt": ["MyQueue", "QueueName"]},
+            },
+        },
+    }
+    t2 = {
+        "Parameters": {
+            "QueueName": {
+                "Type": "String",
+            },
+        },
+        "Resources": {
+            "MyQueue": {
+                "Type": "AWS::SQS::Queue",
+                "Properties": {
+                    "QueueName": {"Ref": "QueueName"},
+                },
+            },
+        },
+        "Outputs": {
+            "QueueName": {
+                "Value": {"Fn::GetAtt": ["MyQueue", "QueueName"]},
+            },
+        },
+    }
+
+    deploy_result = deploy_cfn_template(template=json.dumps(t1))
+    given_queue_name = deploy_result.outputs["QueueName"]
+    snapshot.add_transformer(snapshot.transform.regex(given_queue_name, "<queue-name-1>"))
+
+    new_queue_name = f"queue-{short_uid()}"
+    deploy_result_2 = deploy_cfn_template(
+        template=json.dumps(t2),
+        is_update=True,
+        stack_name=deploy_result.stack_id,
+        parameters={"QueueName": new_queue_name},
+    )
+
+    assert deploy_result_2.outputs["QueueName"] == new_queue_name
+    assert given_queue_name != new_queue_name
+
+    per_resource_events = capture_per_resource_events(
+        deploy_result.stack_id,
+    )
+    snapshot.match("queue-events", per_resource_events["MyQueue"])
diff --git a/tests/aws/services/cloudformation/engine/test_replacement.snapshot.json b/tests/aws/services/cloudformation/engine/test_replacement.snapshot.json
new file mode 100644
index 0000000000000..b55fe6284c2d1
--- /dev/null
+++ b/tests/aws/services/cloudformation/engine/test_replacement.snapshot.json
@@ -0,0 +1,51 @@
+{
+  "tests/aws/services/cloudformation/engine/test_replacement.py::test_requires_replacement": {
+    "recorded-date": "14-01-2026, 14:00:11",
+    "recorded-content": {
+      "queue-events": [
+        {
+          "PhysicalResourceId": "https://sqs.<region>.amazonaws.com/111111111111/<queue-name-1>",
+          "LogicalResourceId": "MyQueue",
+          "ResourceType": "AWS::SQS::Queue",
+          "ResourceStatus": "CREATE_IN_PROGRESS",
+          "Timestamp": "timestamp"
+        },
+        {
+          "PhysicalResourceId": "https://sqs.<region>.amazonaws.com/111111111111/<queue-name-1>",
+          "LogicalResourceId": "MyQueue",
+          "ResourceType": "AWS::SQS::Queue",
+          "ResourceStatus": "CREATE_COMPLETE",
+          "Timestamp": "timestamp"
+        },
+        {
+          "PhysicalResourceId": "https://sqs.<region>.amazonaws.com/111111111111/queue-47128d25",
+          "LogicalResourceId": "MyQueue",
+          "ResourceType": "AWS::SQS::Queue",
+          "ResourceStatus": "UPDATE_IN_PROGRESS",
+          "Timestamp": "timestamp"
+        },
+        {
+          "PhysicalResourceId": "https://sqs.<region>.amazonaws.com/111111111111/queue-47128d25",
+          "LogicalResourceId": "MyQueue",
+          "ResourceType": "AWS::SQS::Queue",
+          "ResourceStatus": "UPDATE_COMPLETE",
+          "Timestamp": "timestamp"
+        },
+        {
+          "PhysicalResourceId": "https://sqs.<region>.amazonaws.com/111111111111/<queue-name-1>",
+          "LogicalResourceId": "MyQueue",
+          "ResourceType": "AWS::SQS::Queue",
+          "ResourceStatus": "DELETE_IN_PROGRESS",
+          "Timestamp": "timestamp"
+        },
+        {
+          "PhysicalResourceId": "https://sqs.<region>.amazonaws.com/111111111111/<queue-name-1>",
+          "LogicalResourceId": "MyQueue",
+          "ResourceType": "AWS::SQS::Queue",
+          "ResourceStatus": "DELETE_COMPLETE",
+          "Timestamp": "timestamp"
+        }
+      ]
+    }
+  }
+}
diff --git a/tests/aws/services/cloudformation/engine/test_replacement.validation.json b/tests/aws/services/cloudformation/engine/test_replacement.validation.json
new file mode 100644
index 0000000000000..d570c031c7acb
--- /dev/null
+++ b/tests/aws/services/cloudformation/engine/test_replacement.validation.json
@@ -0,0 +1,11 @@
+{
+  "tests/aws/services/cloudformation/engine/test_replacement.py::test_requires_replacement": {
+    "last_validated_date": "2026-01-14T14:00:47+00:00",
+    "durations_in_seconds": {
+      "setup": 0.81,
+      "call": 111.56,
+      "teardown": 35.27,
+      "total": 147.64
+    }
+  }
+}

From 70326226a8d1aec2e2c85d5476b87c22ee966542 Mon Sep 17 00:00:00 2001
From: Joel Scheuner <joel.scheuner.dev@gmail.com>
Date: Fri, 16 Jan 2026 14:41:30 +0100
Subject: [PATCH 529/697] Fix Lambda Rust cross-arch build and update
 dependencies (#13614)

---
 .../common/introspection/provided/Makefile    |  13 +-
 .../introspection/provided/src/Cargo.lock     | 571 +++++++-------
 .../introspection/provided/src/Cargo.toml     |   9 +-
 .../uncaughtexception/provided/Makefile       |  13 +-
 .../uncaughtexception/provided/src/Cargo.lock | 705 +++++++++---------
 .../uncaughtexception/provided/src/Cargo.toml |   4 +-
 .../lambda_/test_lambda_common.snapshot.json  |   8 +-
 .../test_lambda_common.validation.json        |  36 +-
 8 files changed, 701 insertions(+), 658 deletions(-)

diff --git a/tests/aws/services/lambda_/functions/common/introspection/provided/Makefile b/tests/aws/services/lambda_/functions/common/introspection/provided/Makefile
index 8123ce710a97d..b0ff7673251d6 100644
--- a/tests/aws/services/lambda_/functions/common/introspection/provided/Makefile
+++ b/tests/aws/services/lambda_/functions/common/introspection/provided/Makefile
@@ -10,6 +10,9 @@ DOCKER_PLATFORM ?= linux/$(ARCHITECTURE)
 # https://github.com/cargo-lambda/cargo-lambda/blob/7b0977e6fd9a6b03d8f6ddf71eff5a5b9999e0c0/crates/cargo-lambda-build/src/target_arch.rs#L10
 ifeq ($(ARCHITECTURE),arm64)
   # ARM builds are finally fixed since 1.76.0: https://github.com/rust-lang/rust/issues/77071
+  # TODO: Migrate to -gnu once we can avoid the following issue for the runtime provided.al2.
+  #  It might require using the official build image (https://gallery.ecr.aws/sam/emulation-provided.al2), but
+  #  that seems not worth fixing before provided.al2 deprecation 2026-06.
   # The suffix -musl instead of -gnu is required for the runtime `provided.al2` to fix a GLIBC version not found error:
   # /var/task/bootstrap: /lib64/libc.so.6: version `GLIBC_2.28' not found (required by /var/task/bootstrap)
   # https://github.com/awslabs/aws-lambda-rust-runtime/issues/17#issuecomment-645064821
@@ -18,13 +21,15 @@ else
   RUST_TARGET ?= x86_64-unknown-linux-musl
 endif
 
-# https://hub.docker.com/_/rust/tags
-DOCKER_RUST_IMAGE ?= rust:1.76.0
+# https://github.com/cargo-lambda/cargo-lambda/pkgs/container/cargo-lambda
+DOCKER_RUST_IMAGE ?= ghcr.io/cargo-lambda/cargo-lambda:1.8.6
 
+# TODO: consider migrating to AWS SAM-based build (easier and better parity):
+#  https://docs.aws.amazon.com/serverless-application-model/latest/developerguide/building-rust.html
 build:
 	mkdir -p build && \
-	docker run --rm --platform=$(DOCKER_PLATFORM) -v $$(pwd)/src:/app -v $$(pwd)/build:/out:cached $(DOCKER_RUST_IMAGE) \
-		bash -c "rustup target add $(RUST_TARGET) && mkdir -p /app2 && cp -r /app/* /app2 && cd /app2 && cargo build --release --target $(RUST_TARGET) && cp ./target/$(RUST_TARGET)/release/bootstrap /out && chown $$(id -u):$$(id -g) /out/bootstrap"
+	docker run --rm -v $$(pwd)/src:/app -v $$(pwd)/build:/out:cached $(DOCKER_RUST_IMAGE) \
+		bash -c "rustup target add $(RUST_TARGET) && mkdir -p /app2 && cp -r /app/* /app2 && cd /app2 && cargo lambda build --target $(RUST_TARGET) && cp ./target/lambda/bootstrap/bootstrap /out && chown $$(id -u):$$(id -g) /out/bootstrap"
 
 clean:
 	$(RM) -rf build handler.zip
diff --git a/tests/aws/services/lambda_/functions/common/introspection/provided/src/Cargo.lock b/tests/aws/services/lambda_/functions/common/introspection/provided/src/Cargo.lock
index 66d5cd706f319..cf647157ca67a 100644
--- a/tests/aws/services/lambda_/functions/common/introspection/provided/src/Cargo.lock
+++ b/tests/aws/services/lambda_/functions/common/introspection/provided/src/Cargo.lock
@@ -1,22 +1,16 @@
 # This file is automatically @generated by Cargo.
 # It is not intended for manual editing.
-version = 3
+version = 4
 
 [[package]]
-name = "addr2line"
-version = "0.21.0"
+name = "aho-corasick"
+version = "1.1.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8a30b2e23b9e17a9f90641c7ab1549cd9b44f296d3ccbf309d2863cfe398a0cb"
+checksum = "ddd31a130427c27518df266943a5308ed92d4b226cc639f5a8f1002816174301"
 dependencies = [
- "gimli",
+ "memchr",
 ]
 
-[[package]]
-name = "adler"
-version = "1.0.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f26201604c87b1e01bd3d98f8d5d9a8fcbb815e8cedb41ffccbeb4bf593a35fe"
-
 [[package]]
 name = "async-stream"
 version = "0.3.3"
@@ -39,31 +33,22 @@ dependencies = [
 ]
 
 [[package]]
-name = "autocfg"
-version = "1.1.0"
+name = "atomic-waker"
+version = "1.1.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d468802bab17cbc0cc575e9b053f41e72aa36bfa6b7f55e3529ffa43161b97fa"
+checksum = "1505bd5d3d116872e7271a6d4e16d81d0c8570876c8de68093a09ac269d8aac0"
 
 [[package]]
-name = "backtrace"
-version = "0.3.69"
+name = "autocfg"
+version = "1.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2089b7e3f35b9dd2d0ed921ead4f6d318c27680d4a5bd167b3ee120edb105837"
-dependencies = [
- "addr2line",
- "cc",
- "cfg-if",
- "libc",
- "miniz_oxide",
- "object",
- "rustc-demangle",
-]
+checksum = "c08606f8c3cbf4ce6ec8e28fb0014a2c086708fe954eaa885384a6165172e7e8"
 
 [[package]]
 name = "base64"
-version = "0.20.0"
+version = "0.22.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0ea22880d78093b0cbe17c89f64a7d457941e65759157ec6cb31a31d652b05e5"
+checksum = "72b3254f16251a8381aa12e40e3c4d2f0199f8c6508fbecb9d91f575e0fbb8c6"
 
 [[package]]
 name = "bitflags"
@@ -82,27 +67,15 @@ dependencies = [
 
 [[package]]
 name = "bytes"
-version = "1.1.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c4872d67bab6358e59559027aa3b9157c53d9358c51423c17554809a8858e0f8"
-
-[[package]]
-name = "cc"
-version = "1.0.89"
+version = "1.11.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a0ba8f7aaa012f30d5b2861462f6708eccd49c3c39863fe083a308035f63d723"
+checksum = "b35204fbdc0b3f4446b89fc1ac2cf84a8a68971995d0bf2e925ec7cd960f9cb3"
 
 [[package]]
 name = "cfg-if"
-version = "1.0.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "baf1de4339761588bc0619e3cbc0120ee582ebb74b53b4efbf79117bd2da40fd"
-
-[[package]]
-name = "fnv"
-version = "1.0.7"
+version = "1.0.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3f9eec918d3f24069decb9af1554cad7c880e2da24a9afd88aca000531ab82c1"
+checksum = "9330f8b2ff13f34540b44e946ef35111825727b38d33286ef986142615121801"
 
 [[package]]
 name = "futures"
@@ -121,9 +94,9 @@ dependencies = [
 
 [[package]]
 name = "futures-channel"
-version = "0.3.30"
+version = "0.3.31"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "eac8f7d7865dcb88bd4373ab671c8cf4508703796caa2b1985a9ca867b3fcb78"
+checksum = "2dff15bf788c671c1934e366d07e30c1814a8ef514e1af724a602e8a2fbe1b10"
 dependencies = [
  "futures-core",
  "futures-sink",
@@ -131,9 +104,9 @@ dependencies = [
 
 [[package]]
 name = "futures-core"
-version = "0.3.30"
+version = "0.3.31"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dfc6580bb841c5a68e9ef15c77ccc837b40a7504914d52e47b8b0e9bbda25a1d"
+checksum = "05f29059c0c2090612e8d742178b0580d2dc940c837851ad723096f87af6663e"
 
 [[package]]
 name = "futures-executor"
@@ -148,38 +121,38 @@ dependencies = [
 
 [[package]]
 name = "futures-io"
-version = "0.3.30"
+version = "0.3.31"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a44623e20b9681a318efdd71c299b6b222ed6f231972bfe2f224ebad6311f0c1"
+checksum = "9e5c1b78ca4aae1ac06c48a526a655760685149f0d465d21f37abfe57ce075c6"
 
 [[package]]
 name = "futures-macro"
-version = "0.3.30"
+version = "0.3.31"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "87750cf4b7a4c0625b1529e4c543c2182106e4dedc60a2a6455e00d212c489ac"
+checksum = "162ee34ebcb7c64a8abebc059ce0fee27c2262618d7b60ed8faf72fef13c3650"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.52",
+ "syn 2.0.114",
 ]
 
 [[package]]
 name = "futures-sink"
-version = "0.3.30"
+version = "0.3.31"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9fb8e00e87438d937621c1c6269e53f536c14d3fbd6a042bb24879e57d474fb5"
+checksum = "e575fab7d1e0dcb8d0c7bcf9a63ee213816ab51902e6d244a95819acacf1d4f7"
 
 [[package]]
 name = "futures-task"
-version = "0.3.30"
+version = "0.3.31"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "38d84fa142264698cdce1a9f9172cf383a0c82de1bddcf3092901442c4097004"
+checksum = "f90f7dce0722e95104fcb095585910c0977252f286e354b5e3bd38902cd99988"
 
 [[package]]
 name = "futures-util"
-version = "0.3.30"
+version = "0.3.31"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3d6401deb83407ab3da39eba7e33987a73c3df0c82b4bb5813ee871c19c41d48"
+checksum = "9fa08315bb612088cc391249efdc3bc77536f16c91f6cf495e6fbe85b20a4a81"
 dependencies = [
  "futures-channel",
  "futures-core",
@@ -194,47 +167,43 @@ dependencies = [
 ]
 
 [[package]]
-name = "gimli"
-version = "0.28.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4271d37baee1b8c7e4b708028c57d816cf9d2434acb33a549475f78c181f6253"
-
-[[package]]
-name = "hermit-abi"
-version = "0.1.19"
+name = "http"
+version = "1.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "62b467343b94ba476dcb2500d242dadbb39557df889310ac77c5d99100aaac33"
+checksum = "e3ba2a386d7f85a81f119ad7498ebe444d2e22c2af0b86b069416ace48b3311a"
 dependencies = [
- "libc",
+ "bytes",
+ "itoa",
 ]
 
 [[package]]
-name = "http"
-version = "0.2.12"
+name = "http-body"
+version = "1.0.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "601cbb57e577e2f5ef5be8e7b83f0f63994f25aa94d673e54a92d5c516d101f1"
+checksum = "1efedce1fb8e6913f23e0c92de8e62cd5b772a67e7b3946df930a62566c93184"
 dependencies = [
  "bytes",
- "fnv",
- "itoa",
+ "http",
 ]
 
 [[package]]
-name = "http-body"
-version = "0.4.4"
+name = "http-body-util"
+version = "0.1.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1ff4f84919677303da5f147645dbea6b1881f368d03ac84e1dc09031ebd7b2c6"
+checksum = "b021d93e26becf5dc7e1b75b1bed1fd93124b374ceb73f43d4d4eafec896a64a"
 dependencies = [
  "bytes",
+ "futures-core",
  "http",
+ "http-body",
  "pin-project-lite",
 ]
 
 [[package]]
 name = "http-serde"
-version = "1.1.3"
+version = "2.1.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6f560b665ad9f1572cfcaf034f7fb84338a7ce945216d64a90fd81f046a3caee"
+checksum = "0f056c8559e3757392c8d091e796416e4649d8e49e88b8d76df6c002f05027fd"
 dependencies = [
  "http",
  "serde",
@@ -242,21 +211,36 @@ dependencies = [
 
 [[package]]
 name = "httparse"
-version = "1.8.0"
+version = "1.10.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d897f394bad6a705d5f4104762e116a75639e470d80901eed05a860a95cb1904"
+checksum = "6dbf3de79e51f3d586ab4cb9d5c3e2c14aa28ed23d180cf89b4df0454a69cc87"
 
 [[package]]
-name = "httpdate"
-version = "1.0.2"
+name = "hyper"
+version = "1.8.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c4a1e36c821dbe04574f602848a19f742f4fb3c98d40449f11bcad18d6b17421"
+checksum = "2ab2d4f250c3d7b1c9fcdff1cece94ea4e2dfbec68614f7b87cb205f24ca9d11"
+dependencies = [
+ "atomic-waker",
+ "bytes",
+ "futures-channel",
+ "futures-core",
+ "http",
+ "http-body",
+ "httparse",
+ "itoa",
+ "pin-project-lite",
+ "pin-utils",
+ "smallvec",
+ "tokio",
+ "want",
+]
 
 [[package]]
-name = "hyper"
-version = "0.14.28"
+name = "hyper-util"
+version = "0.1.19"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bf96e135eb83a2a8ddf766e426a841d8ddd7449d5f00d34ea02b41d2f19eef80"
+checksum = "727805d60e7938b76b826a6ef209eb70eaa1812794f9424d4a4e2d740662df5f"
 dependencies = [
  "bytes",
  "futures-channel",
@@ -264,38 +248,37 @@ dependencies = [
  "futures-util",
  "http",
  "http-body",
- "httparse",
- "httpdate",
- "itoa",
+ "hyper",
+ "libc",
  "pin-project-lite",
  "socket2",
  "tokio",
  "tower-service",
  "tracing",
- "want",
 ]
 
 [[package]]
 name = "itoa"
-version = "1.0.1"
+version = "1.0.17"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1aab8fc367588b89dcee83ab0fd66b72b50b72fa1904d7095045ace2b0c81c35"
+checksum = "92ecc6618181def0457392ccd0ee51198e065e016d1d527a7ac1b6dc7c1f09d2"
 
 [[package]]
 name = "lambda_runtime"
-version = "0.8.3"
+version = "1.0.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "deca8f65d7ce9a8bfddebb49d7d91b22e788a59ca0c5190f26794ab80ed7a702"
+checksum = "dc0b4409eea054e4c06f0101fed547b2cf208e8eca9dc6d41dead4114577852b"
 dependencies = [
  "async-stream",
  "base64",
  "bytes",
  "futures",
  "http",
- "http-body",
+ "http-body-util",
  "http-serde",
  "hyper",
  "lambda_runtime_api_client",
+ "pin-project",
  "serde",
  "serde_json",
  "serde_path_to_error",
@@ -307,21 +290,34 @@ dependencies = [
 
 [[package]]
 name = "lambda_runtime_api_client"
-version = "0.8.0"
+version = "1.0.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "690c5ae01f3acac8c9c3348b556fc443054e9b7f1deaf53e9ebab716282bf0ed"
+checksum = "7b4873061514cb57ffb6a599b77c46c65d6d783efe9bad8fd56b7cba7f0459ef"
 dependencies = [
+ "bytes",
+ "futures-channel",
+ "futures-util",
  "http",
+ "http-body",
+ "http-body-util",
  "hyper",
- "tokio",
- "tower-service",
+ "hyper-util",
+ "tower",
+ "tracing",
+ "tracing-subscriber",
 ]
 
+[[package]]
+name = "lazy_static"
+version = "1.5.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bbd2bcb4c963f2ddae06a2efc7e9f3591312473c50c6685e1f298068316e66fe"
+
 [[package]]
 name = "libc"
-version = "0.2.153"
+version = "0.2.180"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9c198f91728a82281a64e1f4f9eeb25d82cb32a5de251c6bd1b5154d63a8e7bd"
+checksum = "bcc35a38544a891a5f7c865aca548a982ccb3b8650a5b06d0fd33a10283c56fc"
 
 [[package]]
 name = "lock_api"
@@ -335,63 +331,41 @@ dependencies = [
 
 [[package]]
 name = "log"
-version = "0.4.17"
+version = "0.4.29"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "abb12e687cfb44aa40f41fc3978ef76448f9b6038cad6aef4259d3c095a2382e"
-dependencies = [
- "cfg-if",
-]
-
-[[package]]
-name = "memchr"
-version = "2.5.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2dffe52ecf27772e601905b7522cb4ef790d2cc203488bbd0e2fe85fcb74566d"
+checksum = "5e5032e24019045c762d3c0f28f5b6b8bbf38563a65908389bf7978758920897"
 
 [[package]]
-name = "miniz_oxide"
-version = "0.7.2"
+name = "matchers"
+version = "0.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9d811f3e15f28568be3407c8e7fdb6514c1cda3cb30683f15b6a1a1dc4ea14a7"
+checksum = "d1525a2a28c7f4fa0fc98bb91ae755d1e2d1505079e05539e35bc876b5d65ae9"
 dependencies = [
- "adler",
+ "regex-automata",
 ]
 
 [[package]]
-name = "mio"
-version = "0.8.11"
+name = "memchr"
+version = "2.7.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a4a650543ca06a924e8b371db273b2756685faae30f8487da1b56505a8f78b0c"
-dependencies = [
- "libc",
- "wasi",
- "windows-sys 0.48.0",
-]
+checksum = "f52b00d39961fc5b2736ea853c9cc86238e165017a493d1d5c8eac6bdc4cc273"
 
 [[package]]
-name = "num_cpus"
-version = "1.13.1"
+name = "mio"
+version = "1.1.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "19e64526ebdee182341572e50e9ad03965aa510cd94427a4549448f285e957a1"
+checksum = "a69bcab0ad47271a0234d9422b131806bf3968021e5dc9328caf2d4cd58557fc"
 dependencies = [
- "hermit-abi",
  "libc",
-]
-
-[[package]]
-name = "object"
-version = "0.32.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a6a622008b6e321afc04970976f62ee297fdbaa6f95318ca343e3eebb9648441"
-dependencies = [
- "memchr",
+ "wasi",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
 name = "once_cell"
-version = "1.19.0"
+version = "1.21.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3fdb12b2476b595f9358c5161aa467c2438859caa136dec86c26fdd2efe17b92"
+checksum = "42f5e15c9953c5e4ccceeb2e7382a716482c34515315f7b03532b8b4e8393d2d"
 
 [[package]]
 name = "parking_lot"
@@ -438,9 +412,9 @@ dependencies = [
 
 [[package]]
 name = "pin-project-lite"
-version = "0.2.13"
+version = "0.2.16"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8afb450f006bf6385ca15ef45d71d2288452bc3683ce2e2cacc0d18e4be60b58"
+checksum = "3b3cff922bd51709b605d9ead9aa71031d81447142d828eb4a6eba76fe619f9b"
 
 [[package]]
 name = "pin-utils"
@@ -450,18 +424,18 @@ checksum = "8b870d8c151b6f2fb93e84a13146138f05d02ed11c7e7c54f8826aaaf7c9f184"
 
 [[package]]
 name = "proc-macro2"
-version = "1.0.78"
+version = "1.0.105"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e2422ad645d89c99f8f3e6b88a9fdeca7fabeac836b1002371c4367c8f984aae"
+checksum = "535d180e0ecab6268a3e718bb9fd44db66bbbc256257165fc699dadf70d16fe7"
 dependencies = [
  "unicode-ident",
 ]
 
 [[package]]
 name = "quote"
-version = "1.0.35"
+version = "1.0.43"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "291ec9ab5efd934aaf503a6466c5d5251535d108ee747472c3977cc5acc868ef"
+checksum = "dc74d9a594b72ae6656596548f56f667211f8a97b3d4c3d467150794690dc40a"
 dependencies = [
  "proc-macro2",
 ]
@@ -476,16 +450,21 @@ dependencies = [
 ]
 
 [[package]]
-name = "rustc-demangle"
-version = "0.1.23"
+name = "regex-automata"
+version = "0.4.13"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d626bb9dae77e28219937af045c257c28bfd3f69333c512553507f5f9798cb76"
+checksum = "5276caf25ac86c8d810222b3dbb938e512c55c6831a10f3e6ed1c93b84041f1c"
+dependencies = [
+ "aho-corasick",
+ "memchr",
+ "regex-syntax",
+]
 
 [[package]]
-name = "ryu"
-version = "1.0.9"
+name = "regex-syntax"
+version = "0.8.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "73b4b750c782965c211b42f022f59af1fbceabdd026623714f104152f1ec149f"
+checksum = "7a2d987857b319362043e95f5353c0535c1f58eec5336fdfcf626430af7def58"
 
 [[package]]
 name = "scopeguard"
@@ -495,33 +474,45 @@ checksum = "d29ab0c6d3fc0ee92fe66e2d99f700eab17a8d57d1c1d3b748380fb20baa78cd"
 
 [[package]]
 name = "serde"
-version = "1.0.197"
+version = "1.0.228"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9a8e94ea7f378bd32cbbd37198a4a91436180c5bb472411e48b5ec2e2124ae9e"
+dependencies = [
+ "serde_core",
+ "serde_derive",
+]
+
+[[package]]
+name = "serde_core"
+version = "1.0.228"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3fb1c873e1b9b056a4dc4c0c198b24c3ffa059243875552b2bd0933b1aee4ce2"
+checksum = "41d385c7d4ca58e59fc732af25c3983b67ac852c1a25000afe1175de458b67ad"
 dependencies = [
  "serde_derive",
 ]
 
 [[package]]
 name = "serde_derive"
-version = "1.0.197"
+version = "1.0.228"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7eb0b34b42edc17f6b7cac84a52a1c5f0e1bb2227e997ca9011ea3dd34e8610b"
+checksum = "d540f220d3187173da220f885ab66608367b6574e925011a9353e4badda91d79"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.52",
+ "syn 2.0.114",
 ]
 
 [[package]]
 name = "serde_json"
-version = "1.0.114"
+version = "1.0.149"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c5f09b1bd632ef549eaa9f60a1f8de742bdbc698e6cee2095fc84dde5f549ae0"
+checksum = "83fc039473c5595ace860d8c4fafa220ff474b3fc6bfdb4293327f1a37e94d86"
 dependencies = [
  "itoa",
- "ryu",
+ "memchr",
  "serde",
+ "serde_core",
+ "zmij",
 ]
 
 [[package]]
@@ -534,6 +525,15 @@ dependencies = [
  "serde",
 ]
 
+[[package]]
+name = "sharded-slab"
+version = "0.1.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f40ca3c46823713e0d4209592e8d6e826aa57e928f09752619fc696c499637f6"
+dependencies = [
+ "lazy_static",
+]
+
 [[package]]
 name = "signal-hook-registry"
 version = "1.4.0"
@@ -545,24 +545,24 @@ dependencies = [
 
 [[package]]
 name = "slab"
-version = "0.4.6"
+version = "0.4.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "eb703cfe953bccee95685111adeedb76fabe4e97549a58d16f03ea7b9367bb32"
+checksum = "7a2ae44ef20feb57a68b23d846850f861394c2e02dc425a50098ae8c90267589"
 
 [[package]]
 name = "smallvec"
-version = "1.8.0"
+version = "1.15.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f2dd574626839106c320a323308629dcb1acfc96e32a8cba364ddc61ac23ee83"
+checksum = "67b1b7a3b5fe4f1376887184045fcf45c69e92af734b7aaddc05fb777b6fbd03"
 
 [[package]]
 name = "socket2"
-version = "0.5.6"
+version = "0.6.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "05ffd9c0a93b7543e062e759284fcf5f5e3b098501104bfbdde4d404db792871"
+checksum = "17129e116933cf371d018bb80ae557e889637989d8638274fb25622827b03881"
 dependencies = [
  "libc",
- "windows-sys 0.52.0",
+ "windows-sys 0.60.2",
 ]
 
 [[package]]
@@ -578,43 +578,56 @@ dependencies = [
 
 [[package]]
 name = "syn"
-version = "2.0.52"
+version = "2.0.114"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b699d15b36d1f02c3e7c69f8ffef53de37aefae075d8488d4ba1a7788d574a07"
+checksum = "d4d107df263a3013ef9b1879b0df87d706ff80f65a86ea879bd9c31f9b307c2a"
 dependencies = [
  "proc-macro2",
  "quote",
  "unicode-ident",
 ]
 
+[[package]]
+name = "sync_wrapper"
+version = "1.0.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0bf256ce5efdfa370213c1dabab5935a12e49f2c58d15e9eac2870d3b4f27263"
+
+[[package]]
+name = "thread_local"
+version = "1.1.9"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f60246a4944f24f6e018aa17cdeffb7818b76356965d03b07d6a9886e8962185"
+dependencies = [
+ "cfg-if",
+]
+
 [[package]]
 name = "tokio"
-version = "1.36.0"
+version = "1.49.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "61285f6515fa018fb2d1e46eb21223fff441ee8db5d0f1435e8ab4f5cdb80931"
+checksum = "72a2903cd7736441aac9df9d7688bd0ce48edccaadf181c3b90be801e81d3d86"
 dependencies = [
- "backtrace",
  "bytes",
  "libc",
  "mio",
- "num_cpus",
  "parking_lot",
  "pin-project-lite",
  "signal-hook-registry",
  "socket2",
  "tokio-macros",
- "windows-sys 0.48.0",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
 name = "tokio-macros"
-version = "2.2.0"
+version = "2.6.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5b8a1e28f2deaa14e508979454cb3a223b10b938b45af148bc0986de36f1923b"
+checksum = "af407857209536a95c8e56f8231ef2c2e2aff839b22e07a1ffcbc617e9db9fa5"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.52",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -630,36 +643,35 @@ dependencies = [
 
 [[package]]
 name = "tower"
-version = "0.4.12"
+version = "0.5.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9a89fd63ad6adf737582df5db40d286574513c69a11dac5214dc3b5603d6713e"
+checksum = "d039ad9159c98b70ecfd540b2573b97f7f52c3e8d9f8ad57a24b916a536975f9"
 dependencies = [
  "futures-core",
  "futures-util",
- "pin-project",
  "pin-project-lite",
+ "sync_wrapper",
  "tower-layer",
  "tower-service",
- "tracing",
 ]
 
 [[package]]
 name = "tower-layer"
-version = "0.3.1"
+version = "0.3.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "343bc9466d3fe6b0f960ef45960509f84480bf4fd96f92901afe7ff3df9d3a62"
+checksum = "121c2a6cda46980bb0fcd1647ffaf6cd3fc79a013de288782836f6df9c48780e"
 
 [[package]]
 name = "tower-service"
-version = "0.3.1"
+version = "0.3.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "360dfd1d6d30e05fda32ace2c8c70e9c0a9da713275777f5a4dbb8a1893930c6"
+checksum = "8df9b6e13f2d32c91b9bd719c00d1958837bc7dec474d94952798cc8e69eeec3"
 
 [[package]]
 name = "tracing"
-version = "0.1.40"
+version = "0.1.44"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c3523ab5a71916ccf420eebdf5521fcef02141234bbc0b8a49f2fdc4544364ef"
+checksum = "63e71662fa4b2a2c3a26f570f037eb95bb1f85397f3cd8076caed2f026a6d100"
 dependencies = [
  "log",
  "pin-project-lite",
@@ -669,49 +681,83 @@ dependencies = [
 
 [[package]]
 name = "tracing-attributes"
-version = "0.1.27"
+version = "0.1.31"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "34704c8d6ebcbc939824180af020566b01a7c01f80641264eba0999f6c2b6be7"
+checksum = "7490cfa5ec963746568740651ac6781f701c9c5ea257c58e057f3ba8cf69e8da"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.52",
+ "syn 2.0.114",
 ]
 
 [[package]]
 name = "tracing-core"
-version = "0.1.32"
+version = "0.1.36"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "db97caf9d906fbde555dd62fa95ddba9eecfd14cb388e4f491a66d74cd5fb79a"
+dependencies = [
+ "once_cell",
+ "valuable",
+]
+
+[[package]]
+name = "tracing-serde"
+version = "0.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c06d3da6113f116aaee68e4d601191614c9053067f9ab7f6edbcb161237daa54"
+checksum = "704b1aeb7be0d0a84fc9828cae51dab5970fee5088f83d1dd7ee6f6246fc6ff1"
 dependencies = [
+ "serde",
+ "tracing-core",
+]
+
+[[package]]
+name = "tracing-subscriber"
+version = "0.3.22"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2f30143827ddab0d256fd843b7a66d164e9f271cfa0dde49142c5ca0ca291f1e"
+dependencies = [
+ "matchers",
  "once_cell",
+ "regex-automata",
+ "serde",
+ "serde_json",
+ "sharded-slab",
+ "thread_local",
+ "tracing",
+ "tracing-core",
+ "tracing-serde",
 ]
 
 [[package]]
 name = "try-lock"
-version = "0.2.3"
+version = "0.2.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "59547bce71d9c38b83d9c0e92b6066c4253371f15005def0c30d9657f50c7642"
+checksum = "e421abadd41a4225275504ea4d6566923418b7f05506fbc9c0fe86ba7396114b"
 
 [[package]]
 name = "unicode-ident"
-version = "1.0.12"
+version = "1.0.22"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3354b9ac3fae1ff6755cb6db53683adb661634f67557942dea4facebec0fee4b"
+checksum = "9312f7c4f6ff9069b165498234ce8be658059c6728633667c526e27dc2cf1df5"
 
 [[package]]
 name = "unicode-xid"
-version = "0.2.3"
+version = "0.2.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ebc1c04c71510c7f702b52b7c350734c9ff1295c464a03335b00bb84fc54f853"
+
+[[package]]
+name = "valuable"
+version = "0.1.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "957e51f3646910546462e67d5f7599b9e4fb8acdd304b087a6494730f9eebf04"
+checksum = "ba73ea9cf16a25df0c8caa16c51acb937d5712a8429db78a3ee29d5dcacd3a65"
 
 [[package]]
 name = "want"
-version = "0.3.0"
+version = "0.3.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1ce8a968cb1cd110d136ff8b819a556d6fb6d919363c61534f6860c7eb172ba0"
+checksum = "bfa7760aed19e106de2c7c0b581b509f2f25d3dacaf737cb82ac61bc6d760b0e"
 dependencies = [
- "log",
  "try-lock",
 ]
 
@@ -721,6 +767,12 @@ version = "0.11.0+wasi-snapshot-preview1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "9c8d87e72b64a3b4db28d11ce29237c246188f4f51057d65a7eab63b7987e423"
 
+[[package]]
+name = "windows-link"
+version = "0.2.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f0805222e57f7521d6a62e36fa9163bc891acd422f971defe97d64e70d0a4fe5"
+
 [[package]]
 name = "windows-sys"
 version = "0.36.1"
@@ -736,63 +788,44 @@ dependencies = [
 
 [[package]]
 name = "windows-sys"
-version = "0.48.0"
+version = "0.60.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "677d2418bec65e3338edb076e806bc1ec15693c5d0104683f2efe857f61056a9"
+checksum = "f2f500e4d28234f72040990ec9d39e3a6b950f9f22d3dba18416c35882612bcb"
 dependencies = [
- "windows-targets 0.48.5",
+ "windows-targets",
 ]
 
 [[package]]
 name = "windows-sys"
-version = "0.52.0"
+version = "0.61.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "282be5f36a8ce781fad8c8ae18fa3f9beff57ec1b52cb3de0789201425d9a33d"
+checksum = "ae137229bcbd6cdf0f7b80a31df61766145077ddf49416a728b02cb3921ff3fc"
 dependencies = [
- "windows-targets 0.52.4",
+ "windows-link",
 ]
 
 [[package]]
 name = "windows-targets"
-version = "0.48.5"
+version = "0.53.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9a2fa6e2155d7247be68c096456083145c183cbbbc2764150dda45a87197940c"
+checksum = "4945f9f551b88e0d65f3db0bc25c33b8acea4d9e41163edf90dcd0b19f9069f3"
 dependencies = [
- "windows_aarch64_gnullvm 0.48.5",
- "windows_aarch64_msvc 0.48.5",
- "windows_i686_gnu 0.48.5",
- "windows_i686_msvc 0.48.5",
- "windows_x86_64_gnu 0.48.5",
- "windows_x86_64_gnullvm 0.48.5",
- "windows_x86_64_msvc 0.48.5",
+ "windows-link",
+ "windows_aarch64_gnullvm",
+ "windows_aarch64_msvc 0.53.1",
+ "windows_i686_gnu 0.53.1",
+ "windows_i686_gnullvm",
+ "windows_i686_msvc 0.53.1",
+ "windows_x86_64_gnu 0.53.1",
+ "windows_x86_64_gnullvm",
+ "windows_x86_64_msvc 0.53.1",
 ]
 
-[[package]]
-name = "windows-targets"
-version = "0.52.4"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7dd37b7e5ab9018759f893a1952c9420d060016fc19a472b4bb20d1bdd694d1b"
-dependencies = [
- "windows_aarch64_gnullvm 0.52.4",
- "windows_aarch64_msvc 0.52.4",
- "windows_i686_gnu 0.52.4",
- "windows_i686_msvc 0.52.4",
- "windows_x86_64_gnu 0.52.4",
- "windows_x86_64_gnullvm 0.52.4",
- "windows_x86_64_msvc 0.52.4",
-]
-
-[[package]]
-name = "windows_aarch64_gnullvm"
-version = "0.48.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2b38e32f0abccf9987a4e3079dfb67dcd799fb61361e53e2882c3cbaf0d905d8"
-
 [[package]]
 name = "windows_aarch64_gnullvm"
-version = "0.52.4"
+version = "0.53.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bcf46cf4c365c6f2d1cc93ce535f2c8b244591df96ceee75d8e83deb70a9cac9"
+checksum = "a9d8416fa8b42f5c947f8482c43e7d89e73a173cead56d044f6a56104a6d1b53"
 
 [[package]]
 name = "windows_aarch64_msvc"
@@ -802,15 +835,9 @@ checksum = "9bb8c3fd39ade2d67e9874ac4f3db21f0d710bee00fe7cab16949ec184eeaa47"
 
 [[package]]
 name = "windows_aarch64_msvc"
-version = "0.48.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dc35310971f3b2dbbf3f0690a219f40e2d9afcf64f9ab7cc1be722937c26b4bc"
-
-[[package]]
-name = "windows_aarch64_msvc"
-version = "0.52.4"
+version = "0.53.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "da9f259dd3bcf6990b55bffd094c4f7235817ba4ceebde8e6d11cd0c5633b675"
+checksum = "b9d782e804c2f632e395708e99a94275910eb9100b2114651e04744e9b125006"
 
 [[package]]
 name = "windows_i686_gnu"
@@ -820,15 +847,15 @@ checksum = "180e6ccf01daf4c426b846dfc66db1fc518f074baa793aa7d9b9aaeffad6a3b6"
 
 [[package]]
 name = "windows_i686_gnu"
-version = "0.48.5"
+version = "0.53.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a75915e7def60c94dcef72200b9a8e58e5091744960da64ec734a6c6e9b3743e"
+checksum = "960e6da069d81e09becb0ca57a65220ddff016ff2d6af6a223cf372a506593a3"
 
 [[package]]
-name = "windows_i686_gnu"
-version = "0.52.4"
+name = "windows_i686_gnullvm"
+version = "0.53.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b474d8268f99e0995f25b9f095bc7434632601028cf86590aea5c8a5cb7801d3"
+checksum = "fa7359d10048f68ab8b09fa71c3daccfb0e9b559aed648a8f95469c27057180c"
 
 [[package]]
 name = "windows_i686_msvc"
@@ -838,15 +865,9 @@ checksum = "e2e7917148b2812d1eeafaeb22a97e4813dfa60a3f8f78ebe204bcc88f12f024"
 
 [[package]]
 name = "windows_i686_msvc"
-version = "0.48.5"
+version = "0.53.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8f55c233f70c4b27f66c523580f78f1004e8b5a8b659e05a4eb49d4166cca406"
-
-[[package]]
-name = "windows_i686_msvc"
-version = "0.52.4"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1515e9a29e5bed743cb4415a9ecf5dfca648ce85ee42e15873c3cd8610ff8e02"
+checksum = "1e7ac75179f18232fe9c285163565a57ef8d3c89254a30685b57d83a38d326c2"
 
 [[package]]
 name = "windows_x86_64_gnu"
@@ -856,27 +877,15 @@ checksum = "4dcd171b8776c41b97521e5da127a2d86ad280114807d0b2ab1e462bc764d9e1"
 
 [[package]]
 name = "windows_x86_64_gnu"
-version = "0.48.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "53d40abd2583d23e4718fddf1ebec84dbff8381c07cae67ff7768bbf19c6718e"
-
-[[package]]
-name = "windows_x86_64_gnu"
-version = "0.52.4"
+version = "0.53.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5eee091590e89cc02ad514ffe3ead9eb6b660aedca2183455434b93546371a03"
+checksum = "9c3842cdd74a865a8066ab39c8a7a473c0778a3f29370b5fd6b4b9aa7df4a499"
 
 [[package]]
 name = "windows_x86_64_gnullvm"
-version = "0.48.5"
+version = "0.53.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0b7b52767868a23d5bab768e390dc5f5c55825b6d30b86c844ff2dc7414044cc"
-
-[[package]]
-name = "windows_x86_64_gnullvm"
-version = "0.52.4"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "77ca79f2451b49fa9e2af39f0747fe999fcda4f5e241b2898624dca97a1f2177"
+checksum = "0ffa179e2d07eee8ad8f57493436566c7cc30ac536a3379fdf008f47f6bb7ae1"
 
 [[package]]
 name = "windows_x86_64_msvc"
@@ -886,12 +895,12 @@ checksum = "c811ca4a8c853ef420abd8592ba53ddbbac90410fab6903b3e79972a631f7680"
 
 [[package]]
 name = "windows_x86_64_msvc"
-version = "0.48.5"
+version = "0.53.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ed94fce61571a4006852b7389a063ab983c02eb1bb37b47f8272ce92d06d9538"
+checksum = "d6bbff5f0aada427a1e5a6da5f1f98158182f26556f345ac9e04d36d0ebed650"
 
 [[package]]
-name = "windows_x86_64_msvc"
-version = "0.52.4"
+name = "zmij"
+version = "1.0.13"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "32b752e52a2da0ddfbdbcc6fceadfeede4c939ed16d13e648833a61dfb611ed8"
+checksum = "ac93432f5b761b22864c774aac244fa5c0fd877678a4c37ebf6cf42208f9c9ec"
diff --git a/tests/aws/services/lambda_/functions/common/introspection/provided/src/Cargo.toml b/tests/aws/services/lambda_/functions/common/introspection/provided/src/Cargo.toml
index 40e75bde46b15..f76843110508d 100644
--- a/tests/aws/services/lambda_/functions/common/introspection/provided/src/Cargo.toml
+++ b/tests/aws/services/lambda_/functions/common/introspection/provided/src/Cargo.toml
@@ -5,10 +5,13 @@ edition = "2021"
 
 # See more keys and their definitions at https://doc.rust-lang.org/cargo/reference/manifest.html
 
+# Upgrade dependencies:
+# 1. cargo install cargo-edit
+# 2. cargo upgrade -i
 [dependencies]
 # https://crates.io/crates/lambda_runtime
-lambda_runtime = "0.8.3"
+lambda_runtime = "1.0.2"
 # https://crates.io/crates/serde_json
-serde_json = "1.0.108"
+serde_json = "1.0.149"
 # https://crates.io/crates/tokio
-tokio = { version = "1.34.0", features = ["full"] }
+tokio = { version = "1.49.0", features = ["full"] }
diff --git a/tests/aws/services/lambda_/functions/common/uncaughtexception/provided/Makefile b/tests/aws/services/lambda_/functions/common/uncaughtexception/provided/Makefile
index 8123ce710a97d..b0ff7673251d6 100644
--- a/tests/aws/services/lambda_/functions/common/uncaughtexception/provided/Makefile
+++ b/tests/aws/services/lambda_/functions/common/uncaughtexception/provided/Makefile
@@ -10,6 +10,9 @@ DOCKER_PLATFORM ?= linux/$(ARCHITECTURE)
 # https://github.com/cargo-lambda/cargo-lambda/blob/7b0977e6fd9a6b03d8f6ddf71eff5a5b9999e0c0/crates/cargo-lambda-build/src/target_arch.rs#L10
 ifeq ($(ARCHITECTURE),arm64)
   # ARM builds are finally fixed since 1.76.0: https://github.com/rust-lang/rust/issues/77071
+  # TODO: Migrate to -gnu once we can avoid the following issue for the runtime provided.al2.
+  #  It might require using the official build image (https://gallery.ecr.aws/sam/emulation-provided.al2), but
+  #  that seems not worth fixing before provided.al2 deprecation 2026-06.
   # The suffix -musl instead of -gnu is required for the runtime `provided.al2` to fix a GLIBC version not found error:
   # /var/task/bootstrap: /lib64/libc.so.6: version `GLIBC_2.28' not found (required by /var/task/bootstrap)
   # https://github.com/awslabs/aws-lambda-rust-runtime/issues/17#issuecomment-645064821
@@ -18,13 +21,15 @@ else
   RUST_TARGET ?= x86_64-unknown-linux-musl
 endif
 
-# https://hub.docker.com/_/rust/tags
-DOCKER_RUST_IMAGE ?= rust:1.76.0
+# https://github.com/cargo-lambda/cargo-lambda/pkgs/container/cargo-lambda
+DOCKER_RUST_IMAGE ?= ghcr.io/cargo-lambda/cargo-lambda:1.8.6
 
+# TODO: consider migrating to AWS SAM-based build (easier and better parity):
+#  https://docs.aws.amazon.com/serverless-application-model/latest/developerguide/building-rust.html
 build:
 	mkdir -p build && \
-	docker run --rm --platform=$(DOCKER_PLATFORM) -v $$(pwd)/src:/app -v $$(pwd)/build:/out:cached $(DOCKER_RUST_IMAGE) \
-		bash -c "rustup target add $(RUST_TARGET) && mkdir -p /app2 && cp -r /app/* /app2 && cd /app2 && cargo build --release --target $(RUST_TARGET) && cp ./target/$(RUST_TARGET)/release/bootstrap /out && chown $$(id -u):$$(id -g) /out/bootstrap"
+	docker run --rm -v $$(pwd)/src:/app -v $$(pwd)/build:/out:cached $(DOCKER_RUST_IMAGE) \
+		bash -c "rustup target add $(RUST_TARGET) && mkdir -p /app2 && cp -r /app/* /app2 && cd /app2 && cargo lambda build --target $(RUST_TARGET) && cp ./target/lambda/bootstrap/bootstrap /out && chown $$(id -u):$$(id -g) /out/bootstrap"
 
 clean:
 	$(RM) -rf build handler.zip
diff --git a/tests/aws/services/lambda_/functions/common/uncaughtexception/provided/src/Cargo.lock b/tests/aws/services/lambda_/functions/common/uncaughtexception/provided/src/Cargo.lock
index 9726e78122d90..a9909018863d5 100644
--- a/tests/aws/services/lambda_/functions/common/uncaughtexception/provided/src/Cargo.lock
+++ b/tests/aws/services/lambda_/functions/common/uncaughtexception/provided/src/Cargo.lock
@@ -1,12 +1,15 @@
 # This file is automatically @generated by Cargo.
 # It is not intended for manual editing.
-version = 3
+version = 4
 
 [[package]]
-name = "adler"
-version = "1.0.2"
+name = "aho-corasick"
+version = "1.1.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f26201604c87b1e01bd3d98f8d5d9a8fcbb815e8cedb41ffccbeb4bf593a35fe"
+checksum = "ddd31a130427c27518df266943a5308ed92d4b226cc639f5a8f1002816174301"
+dependencies = [
+ "memchr",
+]
 
 [[package]]
 name = "async-stream"
@@ -26,20 +29,26 @@ checksum = "10f203db73a71dfa2fb6dd22763990fa26f3d2625a6da2da900d23b87d26be27"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 1.0.92",
 ]
 
+[[package]]
+name = "atomic-waker"
+version = "1.1.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1505bd5d3d116872e7271a6d4e16d81d0c8570876c8de68093a09ac269d8aac0"
+
 [[package]]
 name = "autocfg"
-version = "1.1.0"
+version = "1.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d468802bab17cbc0cc575e9b053f41e72aa36bfa6b7f55e3529ffa43161b97fa"
+checksum = "c08606f8c3cbf4ce6ec8e28fb0014a2c086708fe954eaa885384a6165172e7e8"
 
 [[package]]
 name = "base64"
-version = "0.13.0"
+version = "0.22.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "904dfeac50f3cdaba28fc6f57fdcddb75f49ed61346676a78c4ffe55877802fd"
+checksum = "72b3254f16251a8381aa12e40e3c4d2f0199f8c6508fbecb9d91f575e0fbb8c6"
 
 [[package]]
 name = "bitflags"
@@ -56,236 +65,223 @@ dependencies = [
  "tokio",
 ]
 
-[[package]]
-name = "byteorder"
-version = "1.4.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "14c189c53d098945499cdfa7ecc63567cf3886b3332b312a5b4585d8d3a6a610"
-
 [[package]]
 name = "bytes"
-version = "1.1.0"
+version = "1.11.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c4872d67bab6358e59559027aa3b9157c53d9358c51423c17554809a8858e0f8"
+checksum = "b35204fbdc0b3f4446b89fc1ac2cf84a8a68971995d0bf2e925ec7cd960f9cb3"
 
 [[package]]
 name = "cfg-if"
-version = "1.0.0"
+version = "1.0.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "baf1de4339761588bc0619e3cbc0120ee582ebb74b53b4efbf79117bd2da40fd"
+checksum = "9330f8b2ff13f34540b44e946ef35111825727b38d33286ef986142615121801"
 
 [[package]]
-name = "crc32fast"
-version = "1.3.2"
+name = "futures"
+version = "0.3.31"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b540bd8bc810d3885c6ea91e2018302f68baba2129ab3e88f32389ee9370880d"
+checksum = "65bc07b1a8bc7c85c5f2e110c476c7389b4554ba72af57d8445ea63a576b0876"
 dependencies = [
- "cfg-if",
+ "futures-channel",
+ "futures-core",
+ "futures-executor",
+ "futures-io",
+ "futures-sink",
+ "futures-task",
+ "futures-util",
 ]
 
 [[package]]
-name = "crossbeam-channel"
-version = "0.5.4"
+name = "futures-channel"
+version = "0.3.31"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5aaa7bd5fb665c6864b5f963dd9097905c54125909c7aa94c9e18507cdbe6c53"
+checksum = "2dff15bf788c671c1934e366d07e30c1814a8ef514e1af724a602e8a2fbe1b10"
 dependencies = [
- "cfg-if",
- "crossbeam-utils",
+ "futures-core",
+ "futures-sink",
 ]
 
 [[package]]
-name = "crossbeam-utils"
-version = "0.8.8"
+name = "futures-core"
+version = "0.3.31"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0bf124c720b7686e3c2663cf54062ab0f68a88af2fb6a030e87e30bf721fcb38"
-dependencies = [
- "cfg-if",
- "lazy_static",
-]
+checksum = "05f29059c0c2090612e8d742178b0580d2dc940c837851ad723096f87af6663e"
 
 [[package]]
-name = "flate2"
-version = "1.0.23"
+name = "futures-executor"
+version = "0.3.31"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b39522e96686d38f4bc984b9198e3a0613264abaebaff2c5c918bfa6b6da09af"
+checksum = "1e28d1d997f585e54aebc3f97d39e72338912123a67330d723fdbb564d646c9f"
 dependencies = [
- "cfg-if",
- "crc32fast",
- "libc",
- "miniz_oxide",
+ "futures-core",
+ "futures-task",
+ "futures-util",
 ]
 
 [[package]]
-name = "fnv"
-version = "1.0.7"
+name = "futures-io"
+version = "0.3.31"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3f9eec918d3f24069decb9af1554cad7c880e2da24a9afd88aca000531ab82c1"
+checksum = "9e5c1b78ca4aae1ac06c48a526a655760685149f0d465d21f37abfe57ce075c6"
 
 [[package]]
-name = "futures-channel"
-version = "0.3.21"
+name = "futures-macro"
+version = "0.3.31"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c3083ce4b914124575708913bca19bfe887522d6e2e6d0952943f5eac4a74010"
+checksum = "162ee34ebcb7c64a8abebc059ce0fee27c2262618d7b60ed8faf72fef13c3650"
 dependencies = [
- "futures-core",
+ "proc-macro2",
+ "quote",
+ "syn 2.0.114",
 ]
 
-[[package]]
-name = "futures-core"
-version = "0.3.21"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0c09fd04b7e4073ac7156a9539b57a484a8ea920f79c7c675d05d289ab6110d3"
-
 [[package]]
 name = "futures-sink"
-version = "0.3.21"
+version = "0.3.31"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "21163e139fa306126e6eedaf49ecdb4588f939600f0b1e770f4205ee4b7fa868"
+checksum = "e575fab7d1e0dcb8d0c7bcf9a63ee213816ab51902e6d244a95819acacf1d4f7"
 
 [[package]]
 name = "futures-task"
-version = "0.3.21"
+version = "0.3.31"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "57c66a976bf5909d801bbef33416c41372779507e7a6b3a5e25e4749c58f776a"
+checksum = "f90f7dce0722e95104fcb095585910c0977252f286e354b5e3bd38902cd99988"
 
 [[package]]
 name = "futures-util"
-version = "0.3.21"
+version = "0.3.31"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d8b7abd5d659d9b90c8cba917f6ec750a74e2dc23902ef9cd4cc8c8b22e6036a"
+checksum = "9fa08315bb612088cc391249efdc3bc77536f16c91f6cf495e6fbe85b20a4a81"
 dependencies = [
+ "futures-channel",
  "futures-core",
+ "futures-io",
+ "futures-macro",
+ "futures-sink",
  "futures-task",
+ "memchr",
  "pin-project-lite",
  "pin-utils",
+ "slab",
 ]
 
 [[package]]
-name = "getrandom"
-version = "0.2.6"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9be70c98951c83b8d2f8f60d7065fa6d5146873094452a1008da8c2f1e4205ad"
-dependencies = [
- "cfg-if",
- "libc",
- "wasi 0.10.2+wasi-snapshot-preview1",
-]
-
-[[package]]
-name = "hashbrown"
-version = "0.11.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ab5ef0d4909ef3724cc8cce6ccc8572c5c817592e9285f5464f8e86f8bd3726e"
-
-[[package]]
-name = "hdrhistogram"
-version = "7.5.0"
+name = "http"
+version = "1.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "31672b7011be2c4f7456c4ddbcb40e7e9a4a9fad8efe49a6ebaf5f307d0109c0"
+checksum = "e3ba2a386d7f85a81f119ad7498ebe444d2e22c2af0b86b069416ace48b3311a"
 dependencies = [
- "base64",
- "byteorder",
- "crossbeam-channel",
- "flate2",
- "nom",
- "num-traits",
+ "bytes",
+ "itoa",
 ]
 
 [[package]]
-name = "hermit-abi"
-version = "0.1.19"
+name = "http-body"
+version = "1.0.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "62b467343b94ba476dcb2500d242dadbb39557df889310ac77c5d99100aaac33"
+checksum = "1efedce1fb8e6913f23e0c92de8e62cd5b772a67e7b3946df930a62566c93184"
 dependencies = [
- "libc",
+ "bytes",
+ "http",
 ]
 
 [[package]]
-name = "http"
-version = "0.2.7"
+name = "http-body-util"
+version = "0.1.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ff8670570af52249509a86f5e3e18a08c60b177071826898fde8997cf5f6bfbb"
+checksum = "b021d93e26becf5dc7e1b75b1bed1fd93124b374ceb73f43d4d4eafec896a64a"
 dependencies = [
  "bytes",
- "fnv",
- "itoa",
+ "futures-core",
+ "http",
+ "http-body",
+ "pin-project-lite",
 ]
 
 [[package]]
-name = "http-body"
-version = "0.4.4"
+name = "http-serde"
+version = "2.1.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1ff4f84919677303da5f147645dbea6b1881f368d03ac84e1dc09031ebd7b2c6"
+checksum = "0f056c8559e3757392c8d091e796416e4649d8e49e88b8d76df6c002f05027fd"
 dependencies = [
- "bytes",
  "http",
- "pin-project-lite",
+ "serde",
 ]
 
 [[package]]
 name = "httparse"
-version = "1.7.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "496ce29bb5a52785b44e0f7ca2847ae0bb839c9bd28f69acac9b99d461c0c04c"
-
-[[package]]
-name = "httpdate"
-version = "1.0.2"
+version = "1.10.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c4a1e36c821dbe04574f602848a19f742f4fb3c98d40449f11bcad18d6b17421"
+checksum = "6dbf3de79e51f3d586ab4cb9d5c3e2c14aa28ed23d180cf89b4df0454a69cc87"
 
 [[package]]
 name = "hyper"
-version = "0.14.18"
+version = "1.8.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b26ae0a80afebe130861d90abf98e3814a4f28a4c6ffeb5ab8ebb2be311e0ef2"
+checksum = "2ab2d4f250c3d7b1c9fcdff1cece94ea4e2dfbec68614f7b87cb205f24ca9d11"
 dependencies = [
+ "atomic-waker",
  "bytes",
  "futures-channel",
  "futures-core",
- "futures-util",
  "http",
  "http-body",
  "httparse",
- "httpdate",
  "itoa",
  "pin-project-lite",
- "socket2",
+ "pin-utils",
+ "smallvec",
  "tokio",
- "tower-service",
- "tracing",
  "want",
 ]
 
 [[package]]
-name = "indexmap"
-version = "1.8.1"
+name = "hyper-util"
+version = "0.1.19"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0f647032dfaa1f8b6dc29bd3edb7bbef4861b8b8007ebb118d6db284fd59f6ee"
+checksum = "727805d60e7938b76b826a6ef209eb70eaa1812794f9424d4a4e2d740662df5f"
 dependencies = [
- "autocfg",
- "hashbrown",
+ "bytes",
+ "futures-channel",
+ "futures-core",
+ "futures-util",
+ "http",
+ "http-body",
+ "hyper",
+ "libc",
+ "pin-project-lite",
+ "socket2",
+ "tokio",
+ "tower-service",
+ "tracing",
 ]
 
 [[package]]
 name = "itoa"
-version = "1.0.1"
+version = "1.0.17"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1aab8fc367588b89dcee83ab0fd66b72b50b72fa1904d7095045ace2b0c81c35"
+checksum = "92ecc6618181def0457392ccd0ee51198e065e016d1d527a7ac1b6dc7c1f09d2"
 
 [[package]]
 name = "lambda_runtime"
-version = "0.5.1"
+version = "1.0.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1c73464e59463e91bf179195a308738477df90240173649d5dd2a1f3a2e4a2d2"
+checksum = "dc0b4409eea054e4c06f0101fed547b2cf208e8eca9dc6d41dead4114577852b"
 dependencies = [
  "async-stream",
+ "base64",
  "bytes",
+ "futures",
  "http",
+ "http-body-util",
+ "http-serde",
  "hyper",
  "lambda_runtime_api_client",
+ "pin-project",
  "serde",
  "serde_json",
+ "serde_path_to_error",
  "tokio",
  "tokio-stream",
  "tower",
@@ -294,27 +290,34 @@ dependencies = [
 
 [[package]]
 name = "lambda_runtime_api_client"
-version = "0.5.0"
+version = "1.0.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e921024b5eb4e2f0800a5d6e25c7ed554562aa62f02cf5f60a48c26c8a678974"
+checksum = "7b4873061514cb57ffb6a599b77c46c65d6d783efe9bad8fd56b7cba7f0459ef"
 dependencies = [
+ "bytes",
+ "futures-channel",
+ "futures-util",
  "http",
+ "http-body",
+ "http-body-util",
  "hyper",
- "tokio",
- "tower-service",
+ "hyper-util",
+ "tower",
+ "tracing",
+ "tracing-subscriber",
 ]
 
 [[package]]
 name = "lazy_static"
-version = "1.4.0"
+version = "1.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e2abad23fbc42b3700f2f279844dc832adb2b2eb069b2df918f455c4e18cc646"
+checksum = "bbd2bcb4c963f2ddae06a2efc7e9f3591312473c50c6685e1f298068316e66fe"
 
 [[package]]
 name = "libc"
-version = "0.2.153"
+version = "0.2.180"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9c198f91728a82281a64e1f4f9eeb25d82cb32a5de251c6bd1b5154d63a8e7bd"
+checksum = "bcc35a38544a891a5f7c865aca548a982ccb3b8650a5b06d0fd33a10283c56fc"
 
 [[package]]
 name = "lock_api"
@@ -328,74 +331,41 @@ dependencies = [
 
 [[package]]
 name = "log"
-version = "0.4.17"
+version = "0.4.29"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "abb12e687cfb44aa40f41fc3978ef76448f9b6038cad6aef4259d3c095a2382e"
-dependencies = [
- "cfg-if",
-]
+checksum = "5e5032e24019045c762d3c0f28f5b6b8bbf38563a65908389bf7978758920897"
 
 [[package]]
-name = "memchr"
-version = "2.5.0"
+name = "matchers"
+version = "0.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2dffe52ecf27772e601905b7522cb4ef790d2cc203488bbd0e2fe85fcb74566d"
-
-[[package]]
-name = "minimal-lexical"
-version = "0.2.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "68354c5c6bd36d73ff3feceb05efa59b6acb7626617f4962be322a825e61f79a"
-
-[[package]]
-name = "miniz_oxide"
-version = "0.5.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d2b29bd4bc3f33391105ebee3589c19197c4271e3e5a9ec9bfe8127eeff8f082"
+checksum = "d1525a2a28c7f4fa0fc98bb91ae755d1e2d1505079e05539e35bc876b5d65ae9"
 dependencies = [
- "adler",
+ "regex-automata",
 ]
 
 [[package]]
-name = "mio"
-version = "0.8.11"
+name = "memchr"
+version = "2.7.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a4a650543ca06a924e8b371db273b2756685faae30f8487da1b56505a8f78b0c"
-dependencies = [
- "libc",
- "log",
- "wasi 0.11.0+wasi-snapshot-preview1",
- "windows-sys 0.48.0",
-]
+checksum = "f52b00d39961fc5b2736ea853c9cc86238e165017a493d1d5c8eac6bdc4cc273"
 
 [[package]]
-name = "nom"
-version = "7.1.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a8903e5a29a317527874d0402f867152a3d21c908bb0b933e416c65e301d4c36"
-dependencies = [
- "memchr",
- "minimal-lexical",
-]
-
-[[package]]
-name = "num-traits"
-version = "0.2.15"
+name = "mio"
+version = "1.1.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "578ede34cf02f8924ab9447f50c28075b4d3e5b269972345e7e0372b38c6cdcd"
+checksum = "a69bcab0ad47271a0234d9422b131806bf3968021e5dc9328caf2d4cd58557fc"
 dependencies = [
- "autocfg",
+ "libc",
+ "wasi",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
-name = "num_cpus"
-version = "1.13.1"
+name = "once_cell"
+version = "1.21.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "19e64526ebdee182341572e50e9ad03965aa510cd94427a4549448f285e957a1"
-dependencies = [
- "hermit-abi",
- "libc",
-]
+checksum = "42f5e15c9953c5e4ccceeb2e7382a716482c34515315f7b03532b8b4e8393d2d"
 
 [[package]]
 name = "parking_lot"
@@ -437,14 +407,14 @@ checksum = "744b6f092ba29c3650faf274db506afd39944f48420f6c86b17cfe0ee1cb36bb"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 1.0.92",
 ]
 
 [[package]]
 name = "pin-project-lite"
-version = "0.2.9"
+version = "0.2.16"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e0a7ae3ac2f1173085d398531c705756c94a4c56843785df85a60c1a0afac116"
+checksum = "3b3cff922bd51709b605d9ead9aa71031d81447142d828eb4a6eba76fe619f9b"
 
 [[package]]
 name = "pin-utils"
@@ -452,74 +422,49 @@ version = "0.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "8b870d8c151b6f2fb93e84a13146138f05d02ed11c7e7c54f8826aaaf7c9f184"
 
-[[package]]
-name = "ppv-lite86"
-version = "0.2.16"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "eb9f9e6e233e5c4a35559a617bf40a4ec447db2e84c20b55a6f83167b7e57872"
-
 [[package]]
 name = "proc-macro2"
-version = "1.0.37"
+version = "1.0.105"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ec757218438d5fda206afc041538b2f6d889286160d649a86a24d37e1235afd1"
+checksum = "535d180e0ecab6268a3e718bb9fd44db66bbbc256257165fc699dadf70d16fe7"
 dependencies = [
- "unicode-xid",
+ "unicode-ident",
 ]
 
 [[package]]
 name = "quote"
-version = "1.0.18"
+version = "1.0.43"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a1feb54ed693b93a84e14094943b84b7c4eae204c512b7ccb95ab0c66d278ad1"
+checksum = "dc74d9a594b72ae6656596548f56f667211f8a97b3d4c3d467150794690dc40a"
 dependencies = [
  "proc-macro2",
 ]
 
 [[package]]
-name = "rand"
-version = "0.8.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "34af8d1a0e25924bc5b7c43c079c942339d8f0a8b57c39049bef581b46327404"
-dependencies = [
- "libc",
- "rand_chacha",
- "rand_core",
-]
-
-[[package]]
-name = "rand_chacha"
-version = "0.3.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e6c10a63a0fa32252be49d21e7709d4d4baf8d231c2dbce1eaa8141b9b127d88"
-dependencies = [
- "ppv-lite86",
- "rand_core",
-]
-
-[[package]]
-name = "rand_core"
-version = "0.6.3"
+name = "redox_syscall"
+version = "0.2.13"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d34f1408f55294453790c48b2f1ebbb1c5b4b7563eb1f418bcfcfdbb06ebb4e7"
+checksum = "62f25bc4c7e55e0b0b7a1d43fb893f4fa1361d0abe38b9ce4f323c2adfe6ef42"
 dependencies = [
- "getrandom",
+ "bitflags",
 ]
 
 [[package]]
-name = "redox_syscall"
-version = "0.2.13"
+name = "regex-automata"
+version = "0.4.13"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "62f25bc4c7e55e0b0b7a1d43fb893f4fa1361d0abe38b9ce4f323c2adfe6ef42"
+checksum = "5276caf25ac86c8d810222b3dbb938e512c55c6831a10f3e6ed1c93b84041f1c"
 dependencies = [
- "bitflags",
+ "aho-corasick",
+ "memchr",
+ "regex-syntax",
 ]
 
 [[package]]
-name = "ryu"
-version = "1.0.9"
+name = "regex-syntax"
+version = "0.8.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "73b4b750c782965c211b42f022f59af1fbceabdd026623714f104152f1ec149f"
+checksum = "7a2d987857b319362043e95f5353c0535c1f58eec5336fdfcf626430af7def58"
 
 [[package]]
 name = "scopeguard"
@@ -529,33 +474,65 @@ checksum = "d29ab0c6d3fc0ee92fe66e2d99f700eab17a8d57d1c1d3b748380fb20baa78cd"
 
 [[package]]
 name = "serde"
-version = "1.0.137"
+version = "1.0.228"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "61ea8d54c77f8315140a05f4c7237403bf38b72704d031543aa1d16abbf517d1"
+checksum = "9a8e94ea7f378bd32cbbd37198a4a91436180c5bb472411e48b5ec2e2124ae9e"
+dependencies = [
+ "serde_core",
+ "serde_derive",
+]
+
+[[package]]
+name = "serde_core"
+version = "1.0.228"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "41d385c7d4ca58e59fc732af25c3983b67ac852c1a25000afe1175de458b67ad"
 dependencies = [
  "serde_derive",
 ]
 
 [[package]]
 name = "serde_derive"
-version = "1.0.137"
+version = "1.0.228"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1f26faba0c3959972377d3b2d306ee9f71faee9714294e41bb777f83f88578be"
+checksum = "d540f220d3187173da220f885ab66608367b6574e925011a9353e4badda91d79"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.114",
 ]
 
 [[package]]
 name = "serde_json"
-version = "1.0.81"
+version = "1.0.149"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "83fc039473c5595ace860d8c4fafa220ff474b3fc6bfdb4293327f1a37e94d86"
+dependencies = [
+ "itoa",
+ "memchr",
+ "serde",
+ "serde_core",
+ "zmij",
+]
+
+[[package]]
+name = "serde_path_to_error"
+version = "0.1.20"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9b7ce2b32a1aed03c558dc61a5cd328f15aff2dbc17daad8fb8af04d2100e15c"
+checksum = "10a9ff822e371bb5403e391ecd83e182e0e77ba7f6fe0160b795797109d1b457"
 dependencies = [
  "itoa",
- "ryu",
  "serde",
+ "serde_core",
+]
+
+[[package]]
+name = "sharded-slab"
+version = "0.1.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f40ca3c46823713e0d4209592e8d6e826aa57e928f09752619fc696c499637f6"
+dependencies = [
+ "lazy_static",
 ]
 
 [[package]]
@@ -569,24 +546,24 @@ dependencies = [
 
 [[package]]
 name = "slab"
-version = "0.4.6"
+version = "0.4.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "eb703cfe953bccee95685111adeedb76fabe4e97549a58d16f03ea7b9367bb32"
+checksum = "7a2ae44ef20feb57a68b23d846850f861394c2e02dc425a50098ae8c90267589"
 
 [[package]]
 name = "smallvec"
-version = "1.8.0"
+version = "1.15.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f2dd574626839106c320a323308629dcb1acfc96e32a8cba364ddc61ac23ee83"
+checksum = "67b1b7a3b5fe4f1376887184045fcf45c69e92af734b7aaddc05fb777b6fbd03"
 
 [[package]]
 name = "socket2"
-version = "0.4.4"
+version = "0.6.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "66d72b759436ae32898a2af0a14218dbf55efde3feeb170eb623637db85ee1e0"
+checksum = "17129e116933cf371d018bb80ae557e889637989d8638274fb25622827b03881"
 dependencies = [
  "libc",
- "winapi",
+ "windows-sys 0.60.2",
 ]
 
 [[package]]
@@ -600,34 +577,58 @@ dependencies = [
  "unicode-xid",
 ]
 
+[[package]]
+name = "syn"
+version = "2.0.114"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d4d107df263a3013ef9b1879b0df87d706ff80f65a86ea879bd9c31f9b307c2a"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "unicode-ident",
+]
+
+[[package]]
+name = "sync_wrapper"
+version = "1.0.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0bf256ce5efdfa370213c1dabab5935a12e49f2c58d15e9eac2870d3b4f27263"
+
+[[package]]
+name = "thread_local"
+version = "1.1.9"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f60246a4944f24f6e018aa17cdeffb7818b76356965d03b07d6a9886e8962185"
+dependencies = [
+ "cfg-if",
+]
+
 [[package]]
 name = "tokio"
-version = "1.18.5"
+version = "1.49.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0e050c618355082ae5a89ec63bbf897225d5ffe84c7c4e036874e4d185a5044e"
+checksum = "72a2903cd7736441aac9df9d7688bd0ce48edccaadf181c3b90be801e81d3d86"
 dependencies = [
  "bytes",
  "libc",
- "memchr",
  "mio",
- "num_cpus",
  "parking_lot",
  "pin-project-lite",
  "signal-hook-registry",
  "socket2",
  "tokio-macros",
- "winapi",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
 name = "tokio-macros"
-version = "1.7.0"
+version = "2.6.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b557f72f448c511a979e2564e55d74e6c4432fc96ff4f6241bc6bded342643b7"
+checksum = "af407857209536a95c8e56f8231ef2c2e2aff839b22e07a1ffcbc617e9db9fa5"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -641,59 +642,38 @@ dependencies = [
  "tokio",
 ]
 
-[[package]]
-name = "tokio-util"
-version = "0.7.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0edfdeb067411dba2044da6d1cb2df793dd35add7888d73c16e3381ded401764"
-dependencies = [
- "bytes",
- "futures-core",
- "futures-sink",
- "pin-project-lite",
- "tokio",
-]
-
 [[package]]
 name = "tower"
-version = "0.4.12"
+version = "0.5.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9a89fd63ad6adf737582df5db40d286574513c69a11dac5214dc3b5603d6713e"
+checksum = "ebe5ef63511595f1344e2d5cfa636d973292adc0eec1f0ad45fae9f0851ab1d4"
 dependencies = [
  "futures-core",
  "futures-util",
- "hdrhistogram",
- "indexmap",
- "pin-project",
  "pin-project-lite",
- "rand",
- "slab",
- "tokio",
- "tokio-util",
+ "sync_wrapper",
  "tower-layer",
  "tower-service",
- "tracing",
 ]
 
 [[package]]
 name = "tower-layer"
-version = "0.3.1"
+version = "0.3.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "343bc9466d3fe6b0f960ef45960509f84480bf4fd96f92901afe7ff3df9d3a62"
+checksum = "121c2a6cda46980bb0fcd1647ffaf6cd3fc79a013de288782836f6df9c48780e"
 
 [[package]]
 name = "tower-service"
-version = "0.3.1"
+version = "0.3.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "360dfd1d6d30e05fda32ace2c8c70e9c0a9da713275777f5a4dbb8a1893930c6"
+checksum = "8df9b6e13f2d32c91b9bd719c00d1958837bc7dec474d94952798cc8e69eeec3"
 
 [[package]]
 name = "tracing"
-version = "0.1.34"
+version = "0.1.44"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5d0ecdcb44a79f0fe9844f0c4f33a342cbcbb5117de8001e6ba0dc2351327d09"
+checksum = "63e71662fa4b2a2c3a26f570f037eb95bb1f85397f3cd8076caed2f026a6d100"
 dependencies = [
- "cfg-if",
  "log",
  "pin-project-lite",
  "tracing-attributes",
@@ -702,79 +682,97 @@ dependencies = [
 
 [[package]]
 name = "tracing-attributes"
-version = "0.1.21"
+version = "0.1.31"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cc6b8ad3567499f98a1db7a752b07a7c8c7c7c34c332ec00effb2b0027974b7c"
+checksum = "7490cfa5ec963746568740651ac6781f701c9c5ea257c58e057f3ba8cf69e8da"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.114",
 ]
 
 [[package]]
 name = "tracing-core"
-version = "0.1.26"
+version = "0.1.36"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f54c8ca710e81886d498c2fd3331b56c93aa248d49de2222ad2742247c60072f"
+checksum = "db97caf9d906fbde555dd62fa95ddba9eecfd14cb388e4f491a66d74cd5fb79a"
 dependencies = [
- "lazy_static",
+ "once_cell",
+ "valuable",
 ]
 
 [[package]]
-name = "try-lock"
-version = "0.2.3"
+name = "tracing-serde"
+version = "0.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "59547bce71d9c38b83d9c0e92b6066c4253371f15005def0c30d9657f50c7642"
+checksum = "704b1aeb7be0d0a84fc9828cae51dab5970fee5088f83d1dd7ee6f6246fc6ff1"
+dependencies = [
+ "serde",
+ "tracing-core",
+]
 
 [[package]]
-name = "unicode-xid"
-version = "0.2.3"
+name = "tracing-subscriber"
+version = "0.3.22"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2f30143827ddab0d256fd843b7a66d164e9f271cfa0dde49142c5ca0ca291f1e"
+dependencies = [
+ "matchers",
+ "once_cell",
+ "regex-automata",
+ "serde",
+ "serde_json",
+ "sharded-slab",
+ "thread_local",
+ "tracing",
+ "tracing-core",
+ "tracing-serde",
+]
+
+[[package]]
+name = "try-lock"
+version = "0.2.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "957e51f3646910546462e67d5f7599b9e4fb8acdd304b087a6494730f9eebf04"
+checksum = "e421abadd41a4225275504ea4d6566923418b7f05506fbc9c0fe86ba7396114b"
 
 [[package]]
-name = "want"
-version = "0.3.0"
+name = "unicode-ident"
+version = "1.0.22"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1ce8a968cb1cd110d136ff8b819a556d6fb6d919363c61534f6860c7eb172ba0"
-dependencies = [
- "log",
- "try-lock",
-]
+checksum = "9312f7c4f6ff9069b165498234ce8be658059c6728633667c526e27dc2cf1df5"
 
 [[package]]
-name = "wasi"
-version = "0.10.2+wasi-snapshot-preview1"
+name = "unicode-xid"
+version = "0.2.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "fd6fbd9a79829dd1ad0cc20627bf1ed606756a7f77edff7b66b7064f9cb327c6"
+checksum = "ebc1c04c71510c7f702b52b7c350734c9ff1295c464a03335b00bb84fc54f853"
 
 [[package]]
-name = "wasi"
-version = "0.11.0+wasi-snapshot-preview1"
+name = "valuable"
+version = "0.1.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9c8d87e72b64a3b4db28d11ce29237c246188f4f51057d65a7eab63b7987e423"
+checksum = "ba73ea9cf16a25df0c8caa16c51acb937d5712a8429db78a3ee29d5dcacd3a65"
 
 [[package]]
-name = "winapi"
-version = "0.3.9"
+name = "want"
+version = "0.3.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5c839a674fcd7a98952e593242ea400abe93992746761e38641405d28b00f419"
+checksum = "bfa7760aed19e106de2c7c0b581b509f2f25d3dacaf737cb82ac61bc6d760b0e"
 dependencies = [
- "winapi-i686-pc-windows-gnu",
- "winapi-x86_64-pc-windows-gnu",
+ "try-lock",
 ]
 
 [[package]]
-name = "winapi-i686-pc-windows-gnu"
-version = "0.4.0"
+name = "wasi"
+version = "0.11.0+wasi-snapshot-preview1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ac3b87c63620426dd9b991e5ce0329eff545bccbbb34f3be09ff6fb6ab51b7b6"
+checksum = "9c8d87e72b64a3b4db28d11ce29237c246188f4f51057d65a7eab63b7987e423"
 
 [[package]]
-name = "winapi-x86_64-pc-windows-gnu"
-version = "0.4.0"
+name = "windows-link"
+version = "0.2.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "712e227841d057c1ee1cd2fb22fa7e5a5461ae8e48fa2ca79ec42cfc1931183f"
+checksum = "f0805222e57f7521d6a62e36fa9163bc891acd422f971defe97d64e70d0a4fe5"
 
 [[package]]
 name = "windows-sys"
@@ -791,33 +789,44 @@ dependencies = [
 
 [[package]]
 name = "windows-sys"
-version = "0.48.0"
+version = "0.60.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "677d2418bec65e3338edb076e806bc1ec15693c5d0104683f2efe857f61056a9"
+checksum = "f2f500e4d28234f72040990ec9d39e3a6b950f9f22d3dba18416c35882612bcb"
 dependencies = [
  "windows-targets",
 ]
 
+[[package]]
+name = "windows-sys"
+version = "0.61.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ae137229bcbd6cdf0f7b80a31df61766145077ddf49416a728b02cb3921ff3fc"
+dependencies = [
+ "windows-link",
+]
+
 [[package]]
 name = "windows-targets"
-version = "0.48.5"
+version = "0.53.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9a2fa6e2155d7247be68c096456083145c183cbbbc2764150dda45a87197940c"
+checksum = "4945f9f551b88e0d65f3db0bc25c33b8acea4d9e41163edf90dcd0b19f9069f3"
 dependencies = [
+ "windows-link",
  "windows_aarch64_gnullvm",
- "windows_aarch64_msvc 0.48.5",
- "windows_i686_gnu 0.48.5",
- "windows_i686_msvc 0.48.5",
- "windows_x86_64_gnu 0.48.5",
+ "windows_aarch64_msvc 0.53.1",
+ "windows_i686_gnu 0.53.1",
+ "windows_i686_gnullvm",
+ "windows_i686_msvc 0.53.1",
+ "windows_x86_64_gnu 0.53.1",
  "windows_x86_64_gnullvm",
- "windows_x86_64_msvc 0.48.5",
+ "windows_x86_64_msvc 0.53.1",
 ]
 
 [[package]]
 name = "windows_aarch64_gnullvm"
-version = "0.48.5"
+version = "0.53.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2b38e32f0abccf9987a4e3079dfb67dcd799fb61361e53e2882c3cbaf0d905d8"
+checksum = "a9d8416fa8b42f5c947f8482c43e7d89e73a173cead56d044f6a56104a6d1b53"
 
 [[package]]
 name = "windows_aarch64_msvc"
@@ -827,9 +836,9 @@ checksum = "9bb8c3fd39ade2d67e9874ac4f3db21f0d710bee00fe7cab16949ec184eeaa47"
 
 [[package]]
 name = "windows_aarch64_msvc"
-version = "0.48.5"
+version = "0.53.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dc35310971f3b2dbbf3f0690a219f40e2d9afcf64f9ab7cc1be722937c26b4bc"
+checksum = "b9d782e804c2f632e395708e99a94275910eb9100b2114651e04744e9b125006"
 
 [[package]]
 name = "windows_i686_gnu"
@@ -839,9 +848,15 @@ checksum = "180e6ccf01daf4c426b846dfc66db1fc518f074baa793aa7d9b9aaeffad6a3b6"
 
 [[package]]
 name = "windows_i686_gnu"
-version = "0.48.5"
+version = "0.53.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "960e6da069d81e09becb0ca57a65220ddff016ff2d6af6a223cf372a506593a3"
+
+[[package]]
+name = "windows_i686_gnullvm"
+version = "0.53.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a75915e7def60c94dcef72200b9a8e58e5091744960da64ec734a6c6e9b3743e"
+checksum = "fa7359d10048f68ab8b09fa71c3daccfb0e9b559aed648a8f95469c27057180c"
 
 [[package]]
 name = "windows_i686_msvc"
@@ -851,9 +866,9 @@ checksum = "e2e7917148b2812d1eeafaeb22a97e4813dfa60a3f8f78ebe204bcc88f12f024"
 
 [[package]]
 name = "windows_i686_msvc"
-version = "0.48.5"
+version = "0.53.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8f55c233f70c4b27f66c523580f78f1004e8b5a8b659e05a4eb49d4166cca406"
+checksum = "1e7ac75179f18232fe9c285163565a57ef8d3c89254a30685b57d83a38d326c2"
 
 [[package]]
 name = "windows_x86_64_gnu"
@@ -863,15 +878,15 @@ checksum = "4dcd171b8776c41b97521e5da127a2d86ad280114807d0b2ab1e462bc764d9e1"
 
 [[package]]
 name = "windows_x86_64_gnu"
-version = "0.48.5"
+version = "0.53.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "53d40abd2583d23e4718fddf1ebec84dbff8381c07cae67ff7768bbf19c6718e"
+checksum = "9c3842cdd74a865a8066ab39c8a7a473c0778a3f29370b5fd6b4b9aa7df4a499"
 
 [[package]]
 name = "windows_x86_64_gnullvm"
-version = "0.48.5"
+version = "0.53.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0b7b52767868a23d5bab768e390dc5f5c55825b6d30b86c844ff2dc7414044cc"
+checksum = "0ffa179e2d07eee8ad8f57493436566c7cc30ac536a3379fdf008f47f6bb7ae1"
 
 [[package]]
 name = "windows_x86_64_msvc"
@@ -881,6 +896,12 @@ checksum = "c811ca4a8c853ef420abd8592ba53ddbbac90410fab6903b3e79972a631f7680"
 
 [[package]]
 name = "windows_x86_64_msvc"
-version = "0.48.5"
+version = "0.53.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d6bbff5f0aada427a1e5a6da5f1f98158182f26556f345ac9e04d36d0ebed650"
+
+[[package]]
+name = "zmij"
+version = "1.0.14"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ed94fce61571a4006852b7389a063ab983c02eb1bb37b47f8272ce92d06d9538"
+checksum = "bd8f3f50b848df28f887acb68e41201b5aea6bc8a8dacc00fb40635ff9a72fea"
diff --git a/tests/aws/services/lambda_/functions/common/uncaughtexception/provided/src/Cargo.toml b/tests/aws/services/lambda_/functions/common/uncaughtexception/provided/src/Cargo.toml
index f6df3fcf493cd..40e624f079fd1 100644
--- a/tests/aws/services/lambda_/functions/common/uncaughtexception/provided/src/Cargo.toml
+++ b/tests/aws/services/lambda_/functions/common/uncaughtexception/provided/src/Cargo.toml
@@ -6,6 +6,6 @@ edition = "2021"
 # See more keys and their definitions at https://doc.rust-lang.org/cargo/reference/manifest.html
 
 [dependencies]
-lambda_runtime = "0.5"
+lambda_runtime = "1.0"
 serde_json = "1.0"
-tokio = { version = "1.18", features = ["full"] }
+tokio = { version = "1.49", features = ["full"] }
diff --git a/tests/aws/services/lambda_/test_lambda_common.snapshot.json b/tests/aws/services/lambda_/test_lambda_common.snapshot.json
index 8d1bf899b6c4c..7e06639ce3cab 100644
--- a/tests/aws/services/lambda_/test_lambda_common.snapshot.json
+++ b/tests/aws/services/lambda_/test_lambda_common.snapshot.json
@@ -344,7 +344,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_introspection_invoke[provided.al2]": {
-    "recorded-date": "25-11-2025, 02:34:35",
+    "recorded-date": "13-01-2026, 14:03:50",
     "recorded-content": {
       "create_function_result": {
         "Architectures": [
@@ -1313,7 +1313,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_introspection_invoke[provided.al2023]": {
-    "recorded-date": "25-11-2025, 02:34:30",
+    "recorded-date": "13-01-2026, 14:03:37",
     "recorded-content": {
       "create_function_result": {
         "Architectures": [
@@ -2420,7 +2420,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_uncaught_exception_invoke[provided.al2]": {
-    "recorded-date": "25-11-2025, 02:36:46",
+    "recorded-date": "13-01-2026, 14:03:02",
     "recorded-content": {
       "create_function_result": {
         "Architectures": [
@@ -2854,7 +2854,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_uncaught_exception_invoke[provided.al2023]": {
-    "recorded-date": "25-11-2025, 02:36:41",
+    "recorded-date": "13-01-2026, 14:02:49",
     "recorded-content": {
       "create_function_result": {
         "Architectures": [
diff --git a/tests/aws/services/lambda_/test_lambda_common.validation.json b/tests/aws/services/lambda_/test_lambda_common.validation.json
index 1c27e4b1a9e50..f5dd662ec0f68 100644
--- a/tests/aws/services/lambda_/test_lambda_common.validation.json
+++ b/tests/aws/services/lambda_/test_lambda_common.validation.json
@@ -549,21 +549,21 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_introspection_invoke[provided.al2023]": {
-    "last_validated_date": "2026-01-12T14:49:45+00:00",
+    "last_validated_date": "2026-01-13T14:03:37+00:00",
     "durations_in_seconds": {
-      "setup": 0.0,
-      "call": 4.99,
-      "teardown": 0.35,
-      "total": 5.34
+      "setup": 12.11,
+      "call": 15.08,
+      "teardown": 0.33,
+      "total": 27.52
     }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_introspection_invoke[provided.al2]": {
-    "last_validated_date": "2026-01-12T14:49:50+00:00",
+    "last_validated_date": "2026-01-13T14:03:51+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 4.91,
-      "teardown": 0.36,
-      "total": 5.27
+      "call": 12.86,
+      "teardown": 1.22,
+      "total": 14.08
     }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_introspection_invoke[python3.10]": {
@@ -981,21 +981,21 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_uncaught_exception_invoke[provided.al2023]": {
-    "last_validated_date": "2026-01-12T14:51:38+00:00",
+    "last_validated_date": "2026-01-13T14:02:49+00:00",
     "durations_in_seconds": {
-      "setup": 0.0,
-      "call": 5.96,
-      "teardown": 0.35,
-      "total": 6.31
+      "setup": 12.22,
+      "call": 13.39,
+      "teardown": 0.37,
+      "total": 25.98
     }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_uncaught_exception_invoke[provided.al2]": {
-    "last_validated_date": "2026-01-12T14:51:43+00:00",
+    "last_validated_date": "2026-01-13T14:03:03+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 4.65,
-      "teardown": 0.35,
-      "total": 5.0
+      "call": 12.72,
+      "teardown": 1.19,
+      "total": 13.91
     }
   },
   "tests/aws/services/lambda_/test_lambda_common.py::TestLambdaRuntimesCommon::test_uncaught_exception_invoke[python3.10]": {

From b11ba7154a51428f270d9fa3bcfd3f8632f4f5ae Mon Sep 17 00:00:00 2001
From: Peter Smith <peter.smith@localstack.cloud>
Date: Tue, 20 Jan 2026 00:28:13 +1300
Subject: [PATCH 530/697] SQS: Correctly restore default values when FIFO
 properties removed from CloudFormation template. (#13622)

---
 .../sqs/resource_providers/aws_sqs_queue.py   | 35 +++++++---
 .../sqs_fifo_queue_all_properties.yml         |  2 +-
 .../sqs_fifo_queue_with_name_only.yml         | 17 +++++
 .../resource_providers/test_aws_sqs_queue.py  | 56 +++++++++++++++
 .../test_aws_sqs_queue.snapshot.json          | 70 +++++++++++++++++++
 .../test_aws_sqs_queue.validation.json        | 18 +++++
 6 files changed, 187 insertions(+), 11 deletions(-)
 create mode 100644 tests/aws/services/sqs/resource_providers/templates/sqs_fifo_queue_with_name_only.yml

diff --git a/localstack-core/localstack/services/sqs/resource_providers/aws_sqs_queue.py b/localstack-core/localstack/services/sqs/resource_providers/aws_sqs_queue.py
index fc839e57e5be2..bf3914c278e76 100644
--- a/localstack-core/localstack/services/sqs/resource_providers/aws_sqs_queue.py
+++ b/localstack-core/localstack/services/sqs/resource_providers/aws_sqs_queue.py
@@ -44,21 +44,21 @@ class SQSQueueProvider(SQSQueueProviderBase):
         "MaximumMessageSize": "262144",  # Note: CloudFormation sets this to 256KB on update, but 1MB on create
         "VisibilityTimeout": "30",
         "KmsDataKeyReusePeriodSeconds": "300",
+        # Note that "SqsManagedSseEnabled" is deliberately omitted from this list, since AWS
+        # doesn't seem to reset it to a default.
+    }
+
+    # Similar for FIFO, but only applied when FifoQueue is true (these can't be set otherwise)
+    DEFAULT_FIFO_ATTRIBUTE_VALUES = {
+        "ContentBasedDeduplication": "false",
+        "DeduplicationScope": "messageGroup",
+        "FifoThroughputLimit": "perMessageGroupId",
     }
 
     # Private method for creating a unique queue name, if none is specified.
     def _autogenerated_queue_name(self, request: ResourceRequest[SQSQueueProperties]) -> str:
         queue_name = util.generate_default_name(request.stack_name, request.logical_resource_id)
-        isFifoQueue = request.desired_state.get("FifoQueue")
-
-        # Note that it's an SQS FIFO queue only if the FifoQueue property is set to boolean True, or the string "true"
-        # (case insensitive). If it's None (property was omitted) or False, or any type of string (e.g. a typo
-        # such as "Fasle"), then it's not a FIFO queue. This extra check is needed because the CloudFormation engine
-        # doesn't fully validate the FifoQueue property before passing it to the resource provider.
-        if (
-            isFifoQueue == True  # noqa: E712
-            or (isinstance(isFifoQueue, str) and isFifoQueue.lower() == "true")
-        ):
+        if self._is_true_property(request.desired_state.get("FifoQueue")):
             queue_name = f"{queue_name[:-5]}.fifo"
         return queue_name
 
@@ -234,6 +234,21 @@ def _populate_missing_attributes_with_defaults(self, properties: SQSQueuePropert
         for k, v in self.DEFAULT_ATTRIBUTE_VALUES.items():
             properties.setdefault(k, v)
 
+        if self._is_true_property(properties.get("FifoQueue")):
+            for k, v in self.DEFAULT_FIFO_ATTRIBUTE_VALUES.items():
+                properties.setdefault(k, v)
+
+    def _is_true_property(self, property_value: str | None) -> bool:
+        """
+        Detect whether a 'true' value is passed in a property. If it's None (property was omitted) or False, or any
+        type of string (e.g. a typo such as "Fasle"), then it's not a true value. This extra check is needed because
+        the CloudFormation engine doesn't fully validate booleans properties before passing them to the resource provider.
+        """
+        return (
+            property_value == True  # noqa: E712
+            or (isinstance(property_value, str) and property_value.lower() == "true")
+        )
+
     def list(
         self,
         request: ResourceRequest[SQSQueueProperties],
diff --git a/tests/aws/services/sqs/resource_providers/templates/sqs_fifo_queue_all_properties.yml b/tests/aws/services/sqs/resource_providers/templates/sqs_fifo_queue_all_properties.yml
index 7367bfc9d9225..53b2962a185d1 100644
--- a/tests/aws/services/sqs/resource_providers/templates/sqs_fifo_queue_all_properties.yml
+++ b/tests/aws/services/sqs/resource_providers/templates/sqs_fifo_queue_all_properties.yml
@@ -5,7 +5,7 @@ Resources:
   FifoQueue:
     Type: 'AWS::SQS::Queue'
     Properties:
-      QueueName: 'MyFifoQueueWithAllProperties.fifo'
+      QueueName: 'MyFifoQueue.fifo'
       FifoQueue: true
       ContentBasedDeduplication: true
       DeduplicationScope: 'messageGroup'
diff --git a/tests/aws/services/sqs/resource_providers/templates/sqs_fifo_queue_with_name_only.yml b/tests/aws/services/sqs/resource_providers/templates/sqs_fifo_queue_with_name_only.yml
new file mode 100644
index 0000000000000..5551da2f3e834
--- /dev/null
+++ b/tests/aws/services/sqs/resource_providers/templates/sqs_fifo_queue_with_name_only.yml
@@ -0,0 +1,17 @@
+#
+# Define an SQS FIFO Queue with only the QueueName attribute set.
+#
+Resources:
+  FifoQueue:
+    Type: 'AWS::SQS::Queue'
+    Properties:
+      QueueName: 'MyFifoQueue.fifo'
+      FifoQueue: true
+
+Outputs:
+  QueueUrl:
+    Description: 'URL of the SQS Fifo Queue'
+    Value: !Ref FifoQueue
+  QueueArn:
+    Description: 'ARN of the SQS Fifo Queue'
+    Value: !GetAtt FifoQueue.Arn
diff --git a/tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.py b/tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.py
index 0e8abe5bf31b6..a9d63fc6efbc7 100644
--- a/tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.py
+++ b/tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.py
@@ -185,6 +185,62 @@ def test_update_standard_queue_remove_some_properties(deploy_cfn_template, aws_c
     snapshot.add_transformer(snapshot.transform.key_value("deadLetterTargetArn", "<dlq-queue-arn>"))
 
 
+@markers.aws.validated
+def test_update_fifo_queue_remove_all_properties(deploy_cfn_template, aws_client, snapshot):
+    stack = deploy_stack(deploy_cfn_template, "sqs_fifo_queue_all_properties.yml")
+    queue_url = stack.outputs["QueueUrl"]
+
+    # Update the stack to remove optional properties, reverting to only the required properties
+    updated_stack = deploy_stack(
+        deploy_cfn_template,
+        "sqs_fifo_queue_required_properties.yml",
+        is_update=True,
+        stack_name=stack.stack_name,
+    )
+
+    # URL will change, because queue name is auto-generated when QueueName is not specified
+    updated_queue_url = updated_stack.outputs["QueueUrl"]
+    assert queue_url != updated_queue_url
+
+    snapshot.match(
+        "updated_attributes",
+        aws_client.sqs.get_queue_attributes(QueueUrl=updated_queue_url, AttributeNames=["All"]),
+    )
+    snapshot.match("updated_tags", aws_client.sqs.list_queue_tags(QueueUrl=updated_queue_url))
+    snapshot.add_transformer(
+        snapshot.transform.regex(updated_stack.outputs["QueueArn"], "<queue-arn>")
+    )
+
+
+@markers.aws.validated
+def test_update_fifo_queue_remove_all_properties_except_queuename(
+    deploy_cfn_template, aws_client, snapshot
+):
+    stack = deploy_stack(deploy_cfn_template, "sqs_fifo_queue_all_properties.yml")
+    queue_url = stack.outputs["QueueUrl"]
+
+    # Update the stack to remove optional properties, reverting to only providing the QueueName property
+    updated_stack = deploy_stack(
+        deploy_cfn_template,
+        "sqs_fifo_queue_with_name_only.yml",
+        is_update=True,
+        stack_name=stack.stack_name,
+    )
+
+    # URL will remain the same, because queue name is explicitly specified
+    updated_queue_url = updated_stack.outputs["QueueUrl"]
+    assert queue_url == updated_queue_url
+
+    snapshot.match(
+        "updated_attributes",
+        aws_client.sqs.get_queue_attributes(QueueUrl=updated_queue_url, AttributeNames=["All"]),
+    )
+    snapshot.match("updated_tags", aws_client.sqs.list_queue_tags(QueueUrl=updated_queue_url))
+    snapshot.add_transformer(
+        snapshot.transform.regex(updated_stack.outputs["QueueArn"], "<queue-arn>")
+    )
+
+
 @markers.aws.validated
 def test_update_completely_remove_resource(deploy_cfn_template, aws_client, snapshot):
     stack = deploy_stack(deploy_cfn_template, "sqs_standard_queue_all_properties.yml")
diff --git a/tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.snapshot.json b/tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.snapshot.json
index 771c5aca44b51..9a5a413c13211 100644
--- a/tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.snapshot.json
+++ b/tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.snapshot.json
@@ -330,5 +330,75 @@
         }
       }
     }
+  },
+  "tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.py::test_update_fifo_queue_remove_all_properties": {
+    "recorded-date": "14-01-2026, 16:34:50",
+    "recorded-content": {
+      "updated_attributes": {
+        "Attributes": {
+          "ApproximateNumberOfMessages": "0",
+          "ApproximateNumberOfMessagesDelayed": "0",
+          "ApproximateNumberOfMessagesNotVisible": "0",
+          "ContentBasedDeduplication": "false",
+          "CreatedTimestamp": "timestamp",
+          "DeduplicationScope": "queue",
+          "DelaySeconds": "0",
+          "FifoQueue": "true",
+          "FifoThroughputLimit": "perQueue",
+          "LastModifiedTimestamp": "timestamp",
+          "MaximumMessageSize": "1048576",
+          "MessageRetentionPeriod": "345600",
+          "QueueArn": "<queue-arn>",
+          "ReceiveMessageWaitTimeSeconds": "0",
+          "SqsManagedSseEnabled": "true",
+          "VisibilityTimeout": "30"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "updated_tags": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.py::test_update_fifo_queue_remove_all_properties_except_queuename": {
+    "recorded-date": "14-01-2026, 16:37:34",
+    "recorded-content": {
+      "updated_attributes": {
+        "Attributes": {
+          "ApproximateNumberOfMessages": "0",
+          "ApproximateNumberOfMessagesDelayed": "0",
+          "ApproximateNumberOfMessagesNotVisible": "0",
+          "ContentBasedDeduplication": "false",
+          "CreatedTimestamp": "timestamp",
+          "DeduplicationScope": "messageGroup",
+          "DelaySeconds": "0",
+          "FifoQueue": "true",
+          "FifoThroughputLimit": "perMessageGroupId",
+          "LastModifiedTimestamp": "timestamp",
+          "MaximumMessageSize": "262144",
+          "MessageRetentionPeriod": "345600",
+          "QueueArn": "<queue-arn>",
+          "ReceiveMessageWaitTimeSeconds": "0",
+          "SqsManagedSseEnabled": "false",
+          "VisibilityTimeout": "30"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "updated_tags": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.validation.json b/tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.validation.json
index 0a9f80516b6f4..aababcc20195c 100644
--- a/tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.validation.json
+++ b/tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.validation.json
@@ -44,6 +44,24 @@
       "total": 122.34
     }
   },
+  "tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.py::test_update_fifo_queue_remove_all_properties": {
+    "last_validated_date": "2026-01-14T16:35:25+00:00",
+    "durations_in_seconds": {
+      "setup": 0.97,
+      "call": 153.78,
+      "teardown": 35.22,
+      "total": 189.97
+    }
+  },
+  "tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.py::test_update_fifo_queue_remove_all_properties_except_queuename": {
+    "last_validated_date": "2026-01-14T16:38:10+00:00",
+    "durations_in_seconds": {
+      "setup": 1.11,
+      "call": 122.59,
+      "teardown": 35.1,
+      "total": 158.8
+    }
+  },
   "tests/aws/services/sqs/resource_providers/test_aws_sqs_queue.py::test_update_standard_queue_add_properties_with_replacement": {
     "last_validated_date": "2025-12-18T22:16:16+00:00",
     "durations_in_seconds": {

From 3cd1f90ac24ea7ad82cc41938428a334da025f60 Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Mon, 19 Jan 2026 19:39:19 +0100
Subject: [PATCH 531/697] Update ASF APIs (#13629)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
---
 localstack-core/localstack/aws/api/redshift/__init__.py | 6 ++++++
 pyproject.toml                                          | 6 +++---
 requirements-base-runtime.txt                           | 4 ++--
 requirements-dev.txt                                    | 6 +++---
 requirements-runtime.txt                                | 8 ++++----
 requirements-test.txt                                   | 6 +++---
 requirements-typehint.txt                               | 6 +++---
 7 files changed, 24 insertions(+), 18 deletions(-)

diff --git a/localstack-core/localstack/aws/api/redshift/__init__.py b/localstack-core/localstack/aws/api/redshift/__init__.py
index 49d7095cb3c69..46576038b6aec 100644
--- a/localstack-core/localstack/aws/api/redshift/__init__.py
+++ b/localstack-core/localstack/aws/api/redshift/__init__.py
@@ -243,6 +243,7 @@ class UsageLimitFeatureType(StrEnum):
     spectrum = "spectrum"
     concurrency_scaling = "concurrency-scaling"
     cross_region_datasharing = "cross-region-datasharing"
+    extra_compute_for_automatic_optimization = "extra-compute-for-automatic-optimization"
 
 
 class UsageLimitLimitType(StrEnum):
@@ -1645,6 +1646,7 @@ class Cluster(TypedDict, total=False):
     MultiAZSecondary: SecondaryClusterInfo | None
     LakehouseRegistrationStatus: String | None
     CatalogArn: String | None
+    ExtraComputeForAutomaticOptimization: String | None
 
 
 class ClusterCredentials(TypedDict, total=False):
@@ -1859,6 +1861,7 @@ class CreateClusterMessage(ServiceRequest):
     MultiAZ: BooleanOptional | None
     RedshiftIdcApplicationArn: String | None
     CatalogName: CatalogNameString | None
+    ExtraComputeForAutomaticOptimization: BooleanOptional | None
 
 
 class CreateClusterParameterGroupMessage(ServiceRequest):
@@ -3197,6 +3200,7 @@ class ModifyClusterMessage(ServiceRequest):
     MasterPasswordSecretKmsKeyId: String | None
     IpAddressType: String | None
     MultiAZ: BooleanOptional | None
+    ExtraComputeForAutomaticOptimization: BooleanOptional | None
 
 
 class ModifyClusterParameterGroupMessage(ServiceRequest):
@@ -3844,6 +3848,7 @@ def create_cluster(
         multi_az: BooleanOptional | None = None,
         redshift_idc_application_arn: String | None = None,
         catalog_name: CatalogNameString | None = None,
+        extra_compute_for_automatic_optimization: BooleanOptional | None = None,
         **kwargs,
     ) -> CreateClusterResult:
         raise NotImplementedError
@@ -4884,6 +4889,7 @@ def modify_cluster(
         master_password_secret_kms_key_id: String | None = None,
         ip_address_type: String | None = None,
         multi_az: BooleanOptional | None = None,
+        extra_compute_for_automatic_optimization: BooleanOptional | None = None,
         **kwargs,
     ) -> ModifyClusterResult:
         raise NotImplementedError
diff --git a/pyproject.toml b/pyproject.toml
index eda63039d9cd0..db7367e9877a3 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -51,9 +51,9 @@ Issues = "https://github.com/localstack/localstack/issues"
 # minimal required to actually run localstack on the host for services natively implemented in python
 base-runtime = [
     # pinned / updated by ASF update action
-    "boto3==1.42.17",
+    "boto3==1.42.30",
     # pinned / updated by ASF update action
-    "botocore==1.42.17",
+    "botocore==1.42.30",
     # transitive dependency of botocore, added to avoid specific version
     "awscrt>=0.13.14,!=0.27.1",
     "cbor2>=5.5.0",
@@ -83,7 +83,7 @@ base-runtime = [
 runtime = [
     "localstack-core[base-runtime]",
     # pinned / updated by ASF update action
-    "awscli==1.44.7",
+    "awscli==1.44.20",
     "airspeed-ext>=0.6.3",
     # antlr4-python3-runtime: exact pin because antlr4 runtime is tightly coupled to the generated parser code
     "antlr4-python3-runtime==4.13.2",
diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index 73f6f85fcc7df..1564674561768 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -15,9 +15,9 @@ attrs==25.4.0
     #   referencing
 awscrt==0.31.0
     # via localstack-core (pyproject.toml)
-boto3==1.42.17
+boto3==1.42.30
     # via localstack-core (pyproject.toml)
-botocore==1.42.17
+botocore==1.42.30
     # via
     #   boto3
     #   localstack-core (pyproject.toml)
diff --git a/requirements-dev.txt b/requirements-dev.txt
index aa5d4bad1cd4d..860ef546f95ee 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -44,17 +44,17 @@ aws-sam-translator==1.106.0
     #   moto-ext
 aws-xray-sdk==2.15.0
     # via moto-ext
-awscli==1.44.7
+awscli==1.44.20
     # via localstack-core
 awscrt==0.31.0
     # via localstack-core
-boto3==1.42.17
+boto3==1.42.30
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.42.17
+botocore==1.42.30
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index 51785393da04c..4f3e8b8024c74 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -32,17 +32,17 @@ aws-sam-translator==1.106.0
     #   moto-ext
 aws-xray-sdk==2.15.0
     # via moto-ext
-awscli==1.44.7
+awscli==1.44.20
     # via localstack-core (pyproject.toml)
 awscrt==0.31.0
     # via localstack-core
-boto3==1.42.17
+boto3==1.42.30
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.42.17
+botocore==1.42.30
     # via
     #   aws-xray-sdk
     #   awscli
@@ -248,7 +248,7 @@ pycparser==2.23
 pydantic==2.12.4
     # via
     #   aws-sam-translator
-    #   localstack-core (pyproject.toml)
+    #   localstack-core
     #   moto-ext
 pydantic-core==2.41.5
     # via pydantic
diff --git a/requirements-test.txt b/requirements-test.txt
index b41b78c337d5a..822c707213310 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -44,17 +44,17 @@ aws-sam-translator==1.106.0
     #   moto-ext
 aws-xray-sdk==2.15.0
     # via moto-ext
-awscli==1.44.7
+awscli==1.44.20
     # via localstack-core
 awscrt==0.31.0
     # via localstack-core
-boto3==1.42.17
+boto3==1.42.30
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.42.17
+botocore==1.42.30
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index 18020f253e541..d13f4cc478384 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -44,11 +44,11 @@ aws-sam-translator==1.106.0
     #   moto-ext
 aws-xray-sdk==2.15.0
     # via moto-ext
-awscli==1.44.7
+awscli==1.44.20
     # via localstack-core
 awscrt==0.31.0
     # via localstack-core
-boto3==1.42.17
+boto3==1.42.30
     # via
     #   aws-sam-translator
     #   kclpy-ext
@@ -56,7 +56,7 @@ boto3==1.42.17
     #   moto-ext
 boto3-stubs==1.42.26
     # via localstack-core (pyproject.toml)
-botocore==1.42.17
+botocore==1.42.30
     # via
     #   aws-xray-sdk
     #   awscli

From 5dbf4eb3f62896168b585554592561c9b3be92fd Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Mon, 19 Jan 2026 19:51:42 +0100
Subject: [PATCH 532/697] Update CODEOWNERS (#13630)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
---
 CODEOWNERS | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/CODEOWNERS b/CODEOWNERS
index 96c776299667f..18a8bf9c1004e 100644
--- a/CODEOWNERS
+++ b/CODEOWNERS
@@ -234,10 +234,10 @@
 /tests/unit/services/sns/ @bentsku @baermat
 
 # sqs
-/localstack-core/localstack/aws/api/sqs/ @thrau @baermat @gregfurman
-/localstack-core/localstack/services/sqs/ @thrau @baermat @gregfurman
-/tests/aws/services/sqs/ @thrau @baermat @gregfurman
-/tests/unit/services/sqs/ @thrau @baermat @gregfurman
+/localstack-core/localstack/aws/api/sqs/ @baermat @gregfurman @thrau
+/localstack-core/localstack/services/sqs/ @baermat @gregfurman @thrau
+/tests/aws/services/sqs/ @baermat @gregfurman @thrau
+/tests/unit/services/sqs/ @baermat @gregfurman @thrau
 
 # ssm
 /localstack-core/localstack/aws/api/ssm/ @viren-nadkarni @dominikschubert

From 7a96e6c0826e212bea65cb015d02df1131759452 Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Tue, 20 Jan 2026 12:51:17 +0100
Subject: [PATCH 533/697] Upgrade pinned Python dependencies (#13633)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
---
 .pre-commit-config.yaml       |  2 +-
 requirements-base-runtime.txt |  2 +-
 requirements-dev.txt          | 16 +++++++-------
 requirements-runtime.txt      |  6 +++---
 requirements-test.txt         | 12 +++++------
 requirements-typehint.txt     | 40 +++++++++++++++++------------------
 6 files changed, 39 insertions(+), 39 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 8cdb143534985..2409c8053ca33 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -3,7 +3,7 @@
 repos:
   - repo: https://github.com/astral-sh/ruff-pre-commit
     # Ruff version.
-    rev: v0.14.11
+    rev: v0.14.13
     hooks:
       - id: ruff
         args: [--fix, --exit-non-zero-on-fix]
diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index 1564674561768..dfa766a61f9c0 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -13,7 +13,7 @@ attrs==25.4.0
     #   jsonschema
     #   localstack-twisted
     #   referencing
-awscrt==0.31.0
+awscrt==0.31.1
     # via localstack-core (pyproject.toml)
 boto3==1.42.30
     # via localstack-core (pyproject.toml)
diff --git a/requirements-dev.txt b/requirements-dev.txt
index 860ef546f95ee..eef23e658f623 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -29,13 +29,13 @@ attrs==25.4.0
     #   jsonschema
     #   localstack-twisted
     #   referencing
-aws-cdk-asset-awscli-v1==2.2.258
+aws-cdk-asset-awscli-v1==2.2.261
     # via aws-cdk-lib
 aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
 aws-cdk-cloud-assembly-schema==48.20.0
     # via aws-cdk-lib
-aws-cdk-lib==2.234.1
+aws-cdk-lib==2.235.1
     # via localstack-core
 aws-sam-translator==1.106.0
     # via
@@ -46,7 +46,7 @@ aws-xray-sdk==2.15.0
     # via moto-ext
 awscli==1.44.20
     # via localstack-core
-awscrt==0.31.0
+awscrt==0.31.1
     # via localstack-core
 boto3==1.42.30
     # via
@@ -94,7 +94,7 @@ colorama==0.4.6
     # via awscli
 constantly==23.10.4
     # via localstack-twisted
-constructs==10.4.4
+constructs==10.4.5
     # via aws-cdk-lib
 coverage==7.13.1
     # via
@@ -243,7 +243,7 @@ kclpy-ext==3.0.5
     # via localstack-core
 lazy-object-proxy==1.12.0
     # via openapi-spec-validator
-librt==0.7.7
+librt==0.7.8
     # via mypy
 localstack-snapshot==0.3.3
     # via localstack-core
@@ -346,7 +346,7 @@ publication==0.0.3
     #   jsii
 py-partiql-parser==0.6.3
     # via moto-ext
-pyasn1==0.6.1
+pyasn1==0.6.2
     # via rsa
 pycparser==2.23
     # via cffi
@@ -413,7 +413,7 @@ referencing==0.36.2
     #   jsonschema
     #   jsonschema-path
     #   jsonschema-specifications
-regex==2025.11.3
+regex==2026.1.15
     # via cfn-lint
 requests==2.32.5
     # via
@@ -452,7 +452,7 @@ rsa==4.7.2
     # via awscli
 rstr==3.2.2
     # via localstack-core (pyproject.toml)
-ruff==0.14.11
+ruff==0.14.13
     # via localstack-core (pyproject.toml)
 s3transfer==0.16.0
     # via
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index 4f3e8b8024c74..2841a249e580d 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -34,7 +34,7 @@ aws-xray-sdk==2.15.0
     # via moto-ext
 awscli==1.44.20
     # via localstack-core (pyproject.toml)
-awscrt==0.31.0
+awscrt==0.31.1
     # via localstack-core
 boto3==1.42.30
     # via
@@ -241,7 +241,7 @@ psutil==7.2.1
     #   localstack-core (pyproject.toml)
 py-partiql-parser==0.6.3
     # via moto-ext
-pyasn1==0.6.1
+pyasn1==0.6.2
     # via rsa
 pycparser==2.23
     # via cffi
@@ -289,7 +289,7 @@ referencing==0.36.2
     #   jsonschema
     #   jsonschema-path
     #   jsonschema-specifications
-regex==2025.11.3
+regex==2026.1.15
     # via cfn-lint
 requests==2.32.5
     # via
diff --git a/requirements-test.txt b/requirements-test.txt
index 822c707213310..1f184a4d60cbf 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -29,13 +29,13 @@ attrs==25.4.0
     #   jsonschema
     #   localstack-twisted
     #   referencing
-aws-cdk-asset-awscli-v1==2.2.258
+aws-cdk-asset-awscli-v1==2.2.261
     # via aws-cdk-lib
 aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
 aws-cdk-cloud-assembly-schema==48.20.0
     # via aws-cdk-lib
-aws-cdk-lib==2.234.1
+aws-cdk-lib==2.235.1
     # via localstack-core (pyproject.toml)
 aws-sam-translator==1.106.0
     # via
@@ -46,7 +46,7 @@ aws-xray-sdk==2.15.0
     # via moto-ext
 awscli==1.44.20
     # via localstack-core
-awscrt==0.31.0
+awscrt==0.31.1
     # via localstack-core
 boto3==1.42.30
     # via
@@ -91,7 +91,7 @@ colorama==0.4.6
     # via awscli
 constantly==23.10.4
     # via localstack-twisted
-constructs==10.4.4
+constructs==10.4.5
     # via aws-cdk-lib
 coverage==7.13.1
     # via localstack-core (pyproject.toml)
@@ -303,7 +303,7 @@ publication==0.0.3
     #   jsii
 py-partiql-parser==0.6.3
     # via moto-ext
-pyasn1==0.6.1
+pyasn1==0.6.2
     # via rsa
 pycparser==2.23
     # via cffi
@@ -367,7 +367,7 @@ referencing==0.36.2
     #   jsonschema
     #   jsonschema-path
     #   jsonschema-specifications
-regex==2025.11.3
+regex==2026.1.15
     # via cfn-lint
 requests==2.32.5
     # via
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index d13f4cc478384..cfc2e9fb6d97d 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -29,13 +29,13 @@ attrs==25.4.0
     #   jsonschema
     #   localstack-twisted
     #   referencing
-aws-cdk-asset-awscli-v1==2.2.258
+aws-cdk-asset-awscli-v1==2.2.261
     # via aws-cdk-lib
 aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
 aws-cdk-cloud-assembly-schema==48.20.0
     # via aws-cdk-lib
-aws-cdk-lib==2.234.1
+aws-cdk-lib==2.235.1
     # via localstack-core
 aws-sam-translator==1.106.0
     # via
@@ -46,7 +46,7 @@ aws-xray-sdk==2.15.0
     # via moto-ext
 awscli==1.44.20
     # via localstack-core
-awscrt==0.31.0
+awscrt==0.31.1
     # via localstack-core
 boto3==1.42.30
     # via
@@ -54,7 +54,7 @@ boto3==1.42.30
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-boto3-stubs==1.42.26
+boto3-stubs==1.42.30
     # via localstack-core (pyproject.toml)
 botocore==1.42.30
     # via
@@ -64,7 +64,7 @@ botocore==1.42.30
     #   localstack-core
     #   moto-ext
     #   s3transfer
-botocore-stubs==1.42.26
+botocore-stubs==1.42.30
     # via boto3-stubs
 cachetools==6.2.4
     # via
@@ -98,7 +98,7 @@ colorama==0.4.6
     # via awscli
 constantly==23.10.4
     # via localstack-twisted
-constructs==10.4.4
+constructs==10.4.5
     # via aws-cdk-lib
 coverage==7.13.1
     # via
@@ -247,7 +247,7 @@ kclpy-ext==3.0.5
     # via localstack-core
 lazy-object-proxy==1.12.0
     # via openapi-spec-validator
-librt==0.7.7
+librt==0.7.8
     # via mypy
 localstack-snapshot==0.3.3
     # via localstack-core
@@ -297,7 +297,7 @@ mypy-boto3-backup==1.42.3
     # via boto3-stubs
 mypy-boto3-batch==1.42.3
     # via boto3-stubs
-mypy-boto3-ce==1.42.23
+mypy-boto3-ce==1.42.28
     # via boto3-stubs
 mypy-boto3-cloudcontrol==1.42.3
     # via boto3-stubs
@@ -333,15 +333,15 @@ mypy-boto3-dynamodb==1.42.3
     # via boto3-stubs
 mypy-boto3-dynamodbstreams==1.42.3
     # via boto3-stubs
-mypy-boto3-ec2==1.42.15
+mypy-boto3-ec2==1.42.29
     # via boto3-stubs
 mypy-boto3-ecr==1.42.13
     # via boto3-stubs
-mypy-boto3-ecs==1.42.13
+mypy-boto3-ecs==1.42.29
     # via boto3-stubs
 mypy-boto3-efs==1.42.3
     # via boto3-stubs
-mypy-boto3-eks==1.42.3
+mypy-boto3-eks==1.42.28
     # via boto3-stubs
 mypy-boto3-elasticache==1.42.3
     # via boto3-stubs
@@ -361,7 +361,7 @@ mypy-boto3-firehose==1.42.3
     # via boto3-stubs
 mypy-boto3-fis==1.42.3
     # via boto3-stubs
-mypy-boto3-glacier==1.42.10
+mypy-boto3-glacier==1.42.30
     # via boto3-stubs
 mypy-boto3-glue==1.42.25
     # via boto3-stubs
@@ -383,7 +383,7 @@ mypy-boto3-kinesisanalyticsv2==1.42.3
     # via boto3-stubs
 mypy-boto3-kms==1.42.3
     # via boto3-stubs
-mypy-boto3-lakeformation==1.42.3
+mypy-boto3-lakeformation==1.42.29
     # via boto3-stubs
 mypy-boto3-lambda==1.42.8
     # via boto3-stubs
@@ -409,11 +409,11 @@ mypy-boto3-pinpoint==1.42.3
     # via boto3-stubs
 mypy-boto3-pipes==1.42.3
     # via boto3-stubs
-mypy-boto3-rds==1.42.5
+mypy-boto3-rds==1.42.28
     # via boto3-stubs
 mypy-boto3-rds-data==1.42.3
     # via boto3-stubs
-mypy-boto3-redshift==1.42.3
+mypy-boto3-redshift==1.42.28
     # via boto3-stubs
 mypy-boto3-redshift-data==1.42.3
     # via boto3-stubs
@@ -429,7 +429,7 @@ mypy-boto3-s3==1.42.21
     # via boto3-stubs
 mypy-boto3-s3control==1.42.3
     # via boto3-stubs
-mypy-boto3-sagemaker==1.42.26
+mypy-boto3-sagemaker==1.42.30
     # via boto3-stubs
 mypy-boto3-sagemaker-runtime==1.42.3
     # via boto3-stubs
@@ -546,7 +546,7 @@ publication==0.0.3
     #   jsii
 py-partiql-parser==0.6.3
     # via moto-ext
-pyasn1==0.6.1
+pyasn1==0.6.2
     # via rsa
 pycparser==2.23
     # via cffi
@@ -613,7 +613,7 @@ referencing==0.36.2
     #   jsonschema
     #   jsonschema-path
     #   jsonschema-specifications
-regex==2025.11.3
+regex==2026.1.15
     # via cfn-lint
 requests==2.32.5
     # via
@@ -652,7 +652,7 @@ rsa==4.7.2
     # via awscli
 rstr==3.2.2
     # via localstack-core
-ruff==0.14.11
+ruff==0.14.13
     # via localstack-core
 s3transfer==0.16.0
     # via
@@ -678,7 +678,7 @@ typeguard==2.13.3
     #   aws-cdk-lib
     #   constructs
     #   jsii
-types-awscrt==0.31.0
+types-awscrt==0.31.1
     # via botocore-stubs
 types-s3transfer==0.16.0
     # via boto3-stubs

From 34f87d9f47095545e5bec0f55358362149c0a983 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 20 Jan 2026 11:51:23 +0000
Subject: [PATCH 534/697] Bump python from `1f3781f` to `51e1a0a` in the
 docker-base-images group (#13632)

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 Dockerfile    | 2 +-
 Dockerfile.s3 | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/Dockerfile b/Dockerfile
index 1fa1aff3d71ae..bf3fdc56e2b05 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,7 +1,7 @@
 #
 # base: Stage which installs necessary runtime dependencies (OS packages, etc.)
 #
-FROM python:3.13.11-slim-trixie@sha256:1f3781f578e17958f55ada96c0a827bf279a11e10d6a458ecb8bde667afbb669 AS base
+FROM python:3.13.11-slim-trixie@sha256:51e1a0a317fdb6e170dc791bbeae63fac5272c82f43958ef74a34e170c6f8b18 AS base
 ARG TARGETARCH
 
 # Install runtime OS package dependencies
diff --git a/Dockerfile.s3 b/Dockerfile.s3
index 492f2fafe76a3..d2d894c7a2696 100644
--- a/Dockerfile.s3
+++ b/Dockerfile.s3
@@ -1,5 +1,5 @@
 # base: Stage which installs necessary runtime dependencies (OS packages, filesystem...)
-FROM python:3.13.11-slim-trixie@sha256:1f3781f578e17958f55ada96c0a827bf279a11e10d6a458ecb8bde667afbb669 AS base
+FROM python:3.13.11-slim-trixie@sha256:51e1a0a317fdb6e170dc791bbeae63fac5272c82f43958ef74a34e170c6f8b18 AS base
 ARG TARGETARCH
 
 # set workdir

From bdd974ddc8f8a17f4eeecd5c49a7aacdab036d22 Mon Sep 17 00:00:00 2001
From: amitsh1 <amit30005@gmail.com>
Date: Wed, 21 Jan 2026 12:52:17 +0200
Subject: [PATCH 535/697] fix: no BasePath provided to delete base path mapping
 (#13533)

Co-authored-by: Simon Walker <simon.walker@localstack.cloud>
---
 .../aws_apigateway_basepathmapping.py         |  1 +
 .../resources/test_apigateway.py              | 33 +++++++++++
 .../apigateway_basepath_mapping.yaml          | 57 +++++++++++++++++++
 3 files changed, 91 insertions(+)
 create mode 100644 tests/aws/templates/apigateway_basepath_mapping.yaml

diff --git a/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_basepathmapping.py b/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_basepathmapping.py
index 8b9378d53f7f0..4fa7006911c50 100644
--- a/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_basepathmapping.py
+++ b/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_basepathmapping.py
@@ -66,6 +66,7 @@ def create(
         }
         response = apigw.create_base_path_mapping(**params)
         model["RestApiId"] = response["restApiId"]
+        model["BasePath"] = response["basePath"]
         # TODO: validations
 
         return ProgressEvent(
diff --git a/tests/aws/services/cloudformation/resources/test_apigateway.py b/tests/aws/services/cloudformation/resources/test_apigateway.py
index 6d971b74248b4..5f5798d8dc9e0 100644
--- a/tests/aws/services/cloudformation/resources/test_apigateway.py
+++ b/tests/aws/services/cloudformation/resources/test_apigateway.py
@@ -756,3 +756,36 @@ def test_apigateway_deployment_canary_settings(deploy_cfn_template, snapshot, aw
 
     deployments = aws_client.apigateway.get_deployments(restApiId=api_id)
     snapshot.match("get-deployments", deployments)
+
+
+class TestApiGatewayBasePathMapping:
+    @markers.aws.only_localstack
+    def test_delete_base_path_mapping_missing_base_path(
+        self,
+        deploy_cfn_template,
+        aws_client_factory,
+        aws_client,
+    ):
+        """
+        Ensure correct deletion of the AWS::ApiGateway::BasePathMapping resource.
+
+        Note: this test is `only_localstack` because it requires a valid ACM certificate
+        which is difficult to do wtih our sandbox accounts
+        """
+        # Certificates must always be created in us-east-1
+        acm_client = aws_client_factory(region_name="us-east-1").acm
+        domain_name = f"api-{short_uid()}.localhost.localstack.cloud"
+        cert_arn = acm_client.request_certificate(DomainName=domain_name)["CertificateArn"]
+
+        template_path = os.path.join(
+            os.path.dirname(__file__), "../../../templates/apigateway_basepath_mapping.yaml"
+        )
+
+        stack = deploy_cfn_template(
+            template_path=template_path,
+            parameters={
+                "CertificateArn": cert_arn,
+                "DomainName": domain_name,
+            },
+        )
+        stack.destroy()
diff --git a/tests/aws/templates/apigateway_basepath_mapping.yaml b/tests/aws/templates/apigateway_basepath_mapping.yaml
new file mode 100644
index 0000000000000..38027b982b404
--- /dev/null
+++ b/tests/aws/templates/apigateway_basepath_mapping.yaml
@@ -0,0 +1,57 @@
+Parameters:
+  CertificateArn:
+    Type: String
+
+  DomainName:
+    Type: String
+Resources:
+  MyRestApi:
+    Type: AWS::ApiGateway::RestApi
+    Properties:
+      Name: test-api
+  MyMethod:
+    Type: AWS::ApiGateway::Method
+    Properties:
+      RestApiId:
+        Ref: MyRestApi
+      ResourceId:
+        Fn::GetAtt:
+          - MyRestApi
+          - RootResourceId
+      HttpMethod: GET
+      AuthorizationType: NONE
+      Integration:
+        Type: MOCK
+        RequestTemplates:
+          application/json: '{"statusCode": 200}'
+      MethodResponses:
+        - StatusCode: 200
+  MyDeployment:
+    Type: AWS::ApiGateway::Deployment
+    Properties:
+      RestApiId:
+        Ref: MyRestApi
+    DependsOn:
+      - MyMethod
+  MyStage:
+    Type: AWS::ApiGateway::Stage
+    Properties:
+      RestApiId:
+        Ref: MyRestApi
+      DeploymentId:
+        Ref: MyDeployment
+      StageName: prod
+  MyDomainName:
+    Type: AWS::ApiGateway::DomainName
+    Properties:
+      DomainName: !Ref DomainName
+      CertificateArn: !Ref CertificateArn
+  MyBasePathMapping:
+    Type: AWS::ApiGateway::BasePathMapping
+    Properties:
+      DomainName:
+        Ref: MyDomainName
+      RestApiId:
+        Ref: MyRestApi
+      Stage:
+        Ref: MyStage

From 6480d71c3b69a1fddaad1833d43d13c442485b6d Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Mon, 26 Jan 2026 09:29:14 +0100
Subject: [PATCH 536/697] Update ASF APIs (#13642)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
---
 .../localstack/aws/api/config/__init__.py     |  2 ++
 .../localstack/aws/api/ec2/__init__.py        | 33 +++++++++++++++++++
 pyproject.toml                                |  6 ++--
 requirements-base-runtime.txt                 |  4 +--
 requirements-dev.txt                          |  6 ++--
 requirements-runtime.txt                      |  6 ++--
 requirements-test.txt                         |  6 ++--
 requirements-typehint.txt                     |  6 ++--
 8 files changed, 52 insertions(+), 17 deletions(-)

diff --git a/localstack-core/localstack/aws/api/config/__init__.py b/localstack-core/localstack/aws/api/config/__init__.py
index 32dd07386f082..6e137a8b1ed42 100644
--- a/localstack-core/localstack/aws/api/config/__init__.py
+++ b/localstack-core/localstack/aws/api/config/__init__.py
@@ -3023,6 +3023,7 @@ class PutConformancePackRequest(ServiceRequest):
     DeliveryS3KeyPrefix: DeliveryS3KeyPrefix | None
     ConformancePackInputParameters: ConformancePackInputParameters | None
     TemplateSSMDocumentDetails: TemplateSSMDocumentDetails | None
+    Tags: TagsList | None
 
 
 class PutConformancePackResponse(TypedDict, total=False):
@@ -4002,6 +4003,7 @@ def put_conformance_pack(
         delivery_s3_key_prefix: DeliveryS3KeyPrefix | None = None,
         conformance_pack_input_parameters: ConformancePackInputParameters | None = None,
         template_ssm_document_details: TemplateSSMDocumentDetails | None = None,
+        tags: TagsList | None = None,
         **kwargs,
     ) -> PutConformancePackResponse:
         raise NotImplementedError
diff --git a/localstack-core/localstack/aws/api/ec2/__init__.py b/localstack-core/localstack/aws/api/ec2/__init__.py
index a82fa32c4a546..6abf4ab85e0e2 100644
--- a/localstack-core/localstack/aws/api/ec2/__init__.py
+++ b/localstack-core/localstack/aws/api/ec2/__init__.py
@@ -137,6 +137,7 @@
 Double = float
 DoubleWithConstraints = float
 DrainSeconds = int
+EbsCardIndex = int
 EfaSupportedFlag = bool
 EgressOnlyInternetGatewayId = str
 EipAllocationPublicIp = str
@@ -173,6 +174,7 @@
 GpuDeviceManufacturerName = str
 GpuDeviceMemorySize = int
 GpuDeviceName = str
+GpuPartitionSize = float
 HibernationFlag = bool
 HostReservationId = str
 Hour = int
@@ -248,6 +250,7 @@
 LocalGatewayVirtualInterfaceGroupId = str
 LocalGatewayVirtualInterfaceId = str
 Location = str
+LogicalGpuCount = int
 MacModificationTaskId = str
 MarketplaceProductCode = str
 MarketplaceProductCodeRequest = str
@@ -260,6 +263,7 @@
 MaximumDaysSinceCreatedValue = int
 MaximumDaysSinceDeprecatedValue = int
 MaximumEbsAttachments = int
+MaximumEbsCards = int
 MaximumEfaInterfaces = int
 MaximumEnaQueueCount = int
 MaximumEnaQueueCountPerInterface = int
@@ -406,6 +410,7 @@
 VpnConnectionDeviceTypeId = str
 VpnConnectionId = str
 VpnGatewayId = str
+Workload = str
 customerGatewayConfiguration = str
 maxResults = int
 preSharedKey = str
@@ -6001,6 +6006,7 @@ class AttachVolumeRequest(ServiceRequest):
     Device: String
     InstanceId: InstanceId
     VolumeId: VolumeId
+    EbsCardIndex: BoxedInteger | None
     DryRun: Boolean | None
 
 
@@ -6314,6 +6320,7 @@ class EbsBlockDevice(TypedDict, total=False):
     Encrypted: Boolean | None
     VolumeInitializationRate: Integer | None
     AvailabilityZoneId: String | None
+    EbsCardIndex: Integer | None
 
 
 class BlockDeviceMapping(TypedDict, total=False):
@@ -7380,6 +7387,7 @@ class VolumeAttachment(TypedDict, total=False):
     DeleteOnTermination: Boolean | None
     AssociatedResource: String | None
     InstanceOwningService: String | None
+    EbsCardIndex: Integer | None
     VolumeId: String | None
     InstanceId: String | None
     Device: String | None
@@ -8903,6 +8911,7 @@ class LaunchTemplateEbsBlockDeviceRequest(TypedDict, total=False):
     VolumeType: VolumeType | None
     Throughput: Integer | None
     VolumeInitializationRate: Integer | None
+    EbsCardIndex: Integer | None
 
 
 class LaunchTemplateBlockDeviceMappingRequest(TypedDict, total=False):
@@ -9185,6 +9194,7 @@ class LaunchTemplateEbsBlockDevice(TypedDict, total=False):
     VolumeType: VolumeType | None
     Throughput: Integer | None
     VolumeInitializationRate: Integer | None
+    EbsCardIndex: Integer | None
 
 
 class LaunchTemplateBlockDeviceMapping(TypedDict, total=False):
@@ -14425,10 +14435,16 @@ class GpuDeviceMemoryInfo(TypedDict, total=False):
     SizeInMiB: GpuDeviceMemorySize | None
 
 
+WorkloadsList = list[Workload]
+
+
 class GpuDeviceInfo(TypedDict, total=False):
     Name: GpuDeviceName | None
     Manufacturer: GpuDeviceManufacturerName | None
     Count: GpuDeviceCount | None
+    LogicalGpuCount: LogicalGpuCount | None
+    GpuPartitionSize: GpuPartitionSize | None
+    Workloads: WorkloadsList | None
     MemoryInfo: GpuDeviceMemoryInfo | None
 
 
@@ -14476,6 +14492,19 @@ class NetworkInfo(TypedDict, total=False):
     FlexibleEnaQueuesSupport: FlexibleEnaQueuesSupport | None
 
 
+class EbsCardInfo(TypedDict, total=False):
+    EbsCardIndex: EbsCardIndex | None
+    BaselineBandwidthInMbps: BaselineBandwidthInMbps | None
+    BaselineThroughputInMBps: BaselineThroughputInMBps | None
+    BaselineIops: BaselineIops | None
+    MaximumBandwidthInMbps: MaximumBandwidthInMbps | None
+    MaximumThroughputInMBps: MaximumThroughputInMBps | None
+    MaximumIops: MaximumIops | None
+
+
+EbsCardInfoList = list[EbsCardInfo]
+
+
 class EbsOptimizedInfo(TypedDict, total=False):
     BaselineBandwidthInMbps: BaselineBandwidthInMbps | None
     BaselineThroughputInMBps: BaselineThroughputInMBps | None
@@ -14492,6 +14521,8 @@ class EbsInfo(TypedDict, total=False):
     NvmeSupport: EbsNvmeSupport | None
     MaximumEbsAttachments: MaximumEbsAttachments | None
     AttachmentLimitType: AttachmentLimitType | None
+    MaximumEbsCards: MaximumEbsCards | None
+    EbsCards: EbsCardInfoList | None
 
 
 DiskSize = int
@@ -14745,6 +14776,7 @@ class EbsInstanceBlockDevice(TypedDict, total=False):
     AssociatedResource: String | None
     VolumeOwnerId: String | None
     Operator: OperatorResponse | None
+    EbsCardIndex: Integer | None
 
 
 class InstanceBlockDeviceMapping(TypedDict, total=False):
@@ -23208,6 +23240,7 @@ def attach_volume(
         device: String,
         instance_id: InstanceId,
         volume_id: VolumeId,
+        ebs_card_index: BoxedInteger | None = None,
         dry_run: Boolean | None = None,
         **kwargs,
     ) -> VolumeAttachment:
diff --git a/pyproject.toml b/pyproject.toml
index db7367e9877a3..42cfdfc4487aa 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -51,9 +51,9 @@ Issues = "https://github.com/localstack/localstack/issues"
 # minimal required to actually run localstack on the host for services natively implemented in python
 base-runtime = [
     # pinned / updated by ASF update action
-    "boto3==1.42.30",
+    "boto3==1.42.34",
     # pinned / updated by ASF update action
-    "botocore==1.42.30",
+    "botocore==1.42.34",
     # transitive dependency of botocore, added to avoid specific version
     "awscrt>=0.13.14,!=0.27.1",
     "cbor2>=5.5.0",
@@ -83,7 +83,7 @@ base-runtime = [
 runtime = [
     "localstack-core[base-runtime]",
     # pinned / updated by ASF update action
-    "awscli==1.44.20",
+    "awscli==1.44.24",
     "airspeed-ext>=0.6.3",
     # antlr4-python3-runtime: exact pin because antlr4 runtime is tightly coupled to the generated parser code
     "antlr4-python3-runtime==4.13.2",
diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index dfa766a61f9c0..413e7784622dc 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -15,9 +15,9 @@ attrs==25.4.0
     #   referencing
 awscrt==0.31.1
     # via localstack-core (pyproject.toml)
-boto3==1.42.30
+boto3==1.42.34
     # via localstack-core (pyproject.toml)
-botocore==1.42.30
+botocore==1.42.34
     # via
     #   boto3
     #   localstack-core (pyproject.toml)
diff --git a/requirements-dev.txt b/requirements-dev.txt
index eef23e658f623..0c40471512e74 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -44,17 +44,17 @@ aws-sam-translator==1.106.0
     #   moto-ext
 aws-xray-sdk==2.15.0
     # via moto-ext
-awscli==1.44.20
+awscli==1.44.24
     # via localstack-core
 awscrt==0.31.1
     # via localstack-core
-boto3==1.42.30
+boto3==1.42.34
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.42.30
+botocore==1.42.34
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index 2841a249e580d..e902920445199 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -32,17 +32,17 @@ aws-sam-translator==1.106.0
     #   moto-ext
 aws-xray-sdk==2.15.0
     # via moto-ext
-awscli==1.44.20
+awscli==1.44.24
     # via localstack-core (pyproject.toml)
 awscrt==0.31.1
     # via localstack-core
-boto3==1.42.30
+boto3==1.42.34
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.42.30
+botocore==1.42.34
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-test.txt b/requirements-test.txt
index 1f184a4d60cbf..4a1d621a78fdd 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -44,17 +44,17 @@ aws-sam-translator==1.106.0
     #   moto-ext
 aws-xray-sdk==2.15.0
     # via moto-ext
-awscli==1.44.20
+awscli==1.44.24
     # via localstack-core
 awscrt==0.31.1
     # via localstack-core
-boto3==1.42.30
+boto3==1.42.34
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.42.30
+botocore==1.42.34
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index cfc2e9fb6d97d..925d13d32e993 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -44,11 +44,11 @@ aws-sam-translator==1.106.0
     #   moto-ext
 aws-xray-sdk==2.15.0
     # via moto-ext
-awscli==1.44.20
+awscli==1.44.24
     # via localstack-core
 awscrt==0.31.1
     # via localstack-core
-boto3==1.42.30
+boto3==1.42.34
     # via
     #   aws-sam-translator
     #   kclpy-ext
@@ -56,7 +56,7 @@ boto3==1.42.30
     #   moto-ext
 boto3-stubs==1.42.30
     # via localstack-core (pyproject.toml)
-botocore==1.42.30
+botocore==1.42.34
     # via
     #   aws-xray-sdk
     #   awscli

From d898031a3f950997056c9324da02872dd5a113e1 Mon Sep 17 00:00:00 2001
From: Daniel Meint <danimeint@gmail.com>
Date: Mon, 26 Jan 2026 19:12:54 +0100
Subject: [PATCH 537/697] fix(scheduler): support range-with-step syntax in
 cron expressions (#13628)

---
 .../localstack/services/events/rule.py        | 10 +--
 tests/aws/services/scheduler/conftest.py      | 34 +++++++++
 .../aws/services/scheduler/test_scheduler.py  | 34 +++++++++
 .../scheduler/test_scheduler.snapshot.json    | 72 +++++++++++++++++++
 .../scheduler/test_scheduler.validation.json  | 54 ++++++++++++++
 5 files changed, 199 insertions(+), 5 deletions(-)

diff --git a/localstack-core/localstack/services/events/rule.py b/localstack-core/localstack/services/events/rule.py
index 853005d8e3f2a..c43cbee079527 100644
--- a/localstack-core/localstack/services/events/rule.py
+++ b/localstack-core/localstack/services/events/rule.py
@@ -24,11 +24,11 @@
 
 TARGET_ID_REGEX = re.compile(r"^[\.\-_A-Za-z0-9]+$")
 TARGET_ARN_REGEX = re.compile(r"arn:[\d\w:\-/]*")
-CRON_REGEX = (  # borrowed from https://regex101.com/r/I80Eu0/1
-    r"^(?:cron[(](?:(?:(?:[0-5]?[0-9])|[*])(?:(?:[-](?:(?:[0-5]?[0-9])|[*]))|(?:[/][0-9]+))?"
-    r"(?:[,](?:(?:[0-5]?[0-9])|[*])(?:(?:[-](?:(?:[0-5]?[0-9])|[*]))|(?:[/][0-9]+))?)*)[ ]+"
-    r"(?:(?:(?:[0-2]?[0-9])|[*])(?:(?:[-](?:(?:[0-2]?[0-9])|[*]))|(?:[/][0-9]+))?"
-    r"(?:[,](?:(?:[0-2]?[0-9])|[*])(?:(?:[-](?:(?:[0-2]?[0-9])|[*]))|(?:[/][0-9]+))?)*)[ ]+"
+CRON_REGEX = (  # based on https://regex101.com/r/I80Eu0/1, fixed to allow range/step combined (e.g. 0-15/5)
+    r"^(?:cron[(](?:(?:(?:[0-5]?[0-9])|[*])(?:[-](?:(?:[0-5]?[0-9])|[*]))?(?:[/][0-9]+)?"  # minutes
+    r"(?:[,](?:(?:[0-5]?[0-9])|[*])(?:[-](?:(?:[0-5]?[0-9])|[*]))?(?:[/][0-9]+)?)*)[ ]+"
+    r"(?:(?:(?:[0-2]?[0-9])|[*])(?:[-](?:(?:[0-2]?[0-9])|[*]))?(?:[/][0-9]+)?"  # hours
+    r"(?:[,](?:(?:[0-2]?[0-9])|[*])(?:[-](?:(?:[0-2]?[0-9])|[*]))?(?:[/][0-9]+)?)*)[ ]+"
     r"(?:(?:[?][ ]+(?:(?:(?:[1]?[0-9])|(?:JAN|FEB|MAR|APR|MAY|JUN|JUL|AUG|SEP|OCT|NOV|DEC)|[*])"
     r"(?:(?:[-](?:(?:[1]?[0-9])|(?:JAN|FEB|MAR|APR|MAY|JUN|JUL|AUG|SEP|OCT|NOV|DEC)|[*])(?:[/][0-9]+)?)|"
     r"(?:[/][0-9]+))?(?:[,](?:(?:[1]?[0-9])|(?:JAN|FEB|MAR|APR|MAY|JUN|JUL|AUG|SEP|OCT|NOV|DEC)|[*])"
diff --git a/tests/aws/services/scheduler/conftest.py b/tests/aws/services/scheduler/conftest.py
index 3591951039e6b..21f54ebcc612c 100644
--- a/tests/aws/services/scheduler/conftest.py
+++ b/tests/aws/services/scheduler/conftest.py
@@ -1,7 +1,10 @@
+import json
 import logging
+import time
 
 import pytest
 
+from localstack.testing.aws.util import is_aws_cloud
 from localstack.utils.strings import short_uid
 
 LOG = logging.getLogger(__name__)
@@ -27,3 +30,34 @@ def _events_scheduler_create_schedule_group(name, **kwargs):
             aws_client.scheduler.delete_schedule_group(ScheduleGroupArn=schedule_group_arn)
         except Exception:
             LOG.info("Failed to delete schedule group %s", schedule_group_arn)
+
+
+@pytest.fixture(scope="module")
+def scheduler_role(aws_client):
+    role_name = f"test-scheduler-role-{short_uid()}"
+    trust_policy = {
+        "Version": "2012-10-17",
+        "Statement": [
+            {
+                "Effect": "Allow",
+                "Principal": {"Service": "scheduler.amazonaws.com"},
+                "Action": "sts:AssumeRole",
+            }
+        ],
+    }
+
+    role = aws_client.iam.create_role(
+        RoleName=role_name,
+        AssumeRolePolicyDocument=json.dumps(trust_policy),
+    )
+    role_arn = role["Role"]["Arn"]
+
+    if is_aws_cloud():
+        time.sleep(10)
+
+    yield role_arn
+
+    try:
+        aws_client.iam.delete_role(RoleName=role_name)
+    except Exception:
+        LOG.debug("Failed to delete role %s", role_name)
diff --git a/tests/aws/services/scheduler/test_scheduler.py b/tests/aws/services/scheduler/test_scheduler.py
index 2a0b9ec8f1584..29503c27a2ac0 100644
--- a/tests/aws/services/scheduler/test_scheduler.py
+++ b/tests/aws/services/scheduler/test_scheduler.py
@@ -109,6 +109,40 @@ def tests_create_schedule_with_invalid_schedule_expression(
     snapshot.match("invalid-schedule-expression", e.value.response)
 
 
+@markers.aws.validated
+@pytest.mark.parametrize(
+    "schedule_expression",
+    [
+        "cron(0-15/1 8-8 ? * 2,3,4,5,6,7 *)",
+        "cron(30-30 13-13 ? * 2,4,6 *)",
+        "cron(1-31/30 1-1 ? * 1,7 *)",
+        "cron(0 18 ? * MON-FRI *)",
+        "cron(*/15 * * * ? *)",
+        "cron(0-59/10 0-23/2 ? * * *)",
+    ],
+)
+def test_create_schedule_with_valid_cron_expressions(
+    schedule_expression, aws_client, region_name, account_id, cleanups, snapshot, scheduler_role
+):
+    # regression test for https://github.com/localstack/localstack/issues/13572
+    snapshot.add_transformer(snapshot.transform.key_value("ScheduleArn"))
+    scheduler_name = f"test-scheduler-{short_uid()}"
+
+    response = aws_client.scheduler.create_schedule(
+        Name=scheduler_name,
+        ScheduleExpression=schedule_expression,
+        FlexibleTimeWindow={"Mode": "OFF"},
+        Target={
+            "Arn": f"arn:aws:lambda:{region_name}:{account_id}:function:dummy",
+            "RoleArn": scheduler_role,
+        },
+    )
+
+    cleanups.append(lambda: aws_client.scheduler.delete_schedule(Name=scheduler_name))
+
+    snapshot.match("create-schedule", response)
+
+
 @markers.aws.validated
 def tests_create_schedule_with_valid_schedule_expression(
     create_role, aws_client, region_name, account_id, cleanups, snapshot
diff --git a/tests/aws/services/scheduler/test_scheduler.snapshot.json b/tests/aws/services/scheduler/test_scheduler.snapshot.json
index 9000ad747a3a0..900f1d8f832fc 100644
--- a/tests/aws/services/scheduler/test_scheduler.snapshot.json
+++ b/tests/aws/services/scheduler/test_scheduler.snapshot.json
@@ -311,5 +311,77 @@
         }
       }
     }
+  },
+  "tests/aws/services/scheduler/test_scheduler.py::test_create_schedule_with_valid_cron_expressions[cron(0-15/1 8-8 ? * 2,3,4,5,6,7 *)]": {
+    "recorded-date": "17-01-2026, 18:20:57",
+    "recorded-content": {
+      "create-schedule": {
+        "ScheduleArn": "<schedule-arn:1>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/scheduler/test_scheduler.py::test_create_schedule_with_valid_cron_expressions[cron(30-30 13-13 ? * 2,4,6 *)]": {
+    "recorded-date": "17-01-2026, 18:21:07",
+    "recorded-content": {
+      "create-schedule": {
+        "ScheduleArn": "<schedule-arn:1>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/scheduler/test_scheduler.py::test_create_schedule_with_valid_cron_expressions[cron(1-31/30 1-1 ? * 1,7 *)]": {
+    "recorded-date": "17-01-2026, 18:21:18",
+    "recorded-content": {
+      "create-schedule": {
+        "ScheduleArn": "<schedule-arn:1>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/scheduler/test_scheduler.py::test_create_schedule_with_valid_cron_expressions[cron(0 18 ? * MON-FRI *)]": {
+    "recorded-date": "17-01-2026, 18:21:28",
+    "recorded-content": {
+      "create-schedule": {
+        "ScheduleArn": "<schedule-arn:1>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/scheduler/test_scheduler.py::test_create_schedule_with_valid_cron_expressions[cron(*/15 * * * ? *)]": {
+    "recorded-date": "17-01-2026, 18:21:39",
+    "recorded-content": {
+      "create-schedule": {
+        "ScheduleArn": "<schedule-arn:1>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/scheduler/test_scheduler.py::test_create_schedule_with_valid_cron_expressions[cron(0-59/10 0-23/2 ? * * *)]": {
+    "recorded-date": "17-01-2026, 18:21:50",
+    "recorded-content": {
+      "create-schedule": {
+        "ScheduleArn": "<schedule-arn:1>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/scheduler/test_scheduler.validation.json b/tests/aws/services/scheduler/test_scheduler.validation.json
index 7f9a09fc8febe..66d8e53c4f394 100644
--- a/tests/aws/services/scheduler/test_scheduler.validation.json
+++ b/tests/aws/services/scheduler/test_scheduler.validation.json
@@ -1,4 +1,58 @@
 {
+  "tests/aws/services/scheduler/test_scheduler.py::test_create_schedule_with_valid_cron_expressions[cron(*/15 * * * ? *)]": {
+    "last_validated_date": "2026-01-17T18:21:39+00:00",
+    "durations_in_seconds": {
+      "setup": 10.17,
+      "call": 0.22,
+      "teardown": 0.28,
+      "total": 10.67
+    }
+  },
+  "tests/aws/services/scheduler/test_scheduler.py::test_create_schedule_with_valid_cron_expressions[cron(0 18 ? * MON-FRI *)]": {
+    "last_validated_date": "2026-01-17T18:21:29+00:00",
+    "durations_in_seconds": {
+      "setup": 10.17,
+      "call": 0.16,
+      "teardown": 0.23,
+      "total": 10.56
+    }
+  },
+  "tests/aws/services/scheduler/test_scheduler.py::test_create_schedule_with_valid_cron_expressions[cron(0-15/1 8-8 ? * 2,3,4,5,6,7 *)]": {
+    "last_validated_date": "2026-01-17T18:20:57+00:00",
+    "durations_in_seconds": {
+      "setup": 10.9,
+      "call": 0.24,
+      "teardown": 0.25,
+      "total": 11.39
+    }
+  },
+  "tests/aws/services/scheduler/test_scheduler.py::test_create_schedule_with_valid_cron_expressions[cron(0-59/10 0-23/2 ? * * *)]": {
+    "last_validated_date": "2026-01-17T18:21:50+00:00",
+    "durations_in_seconds": {
+      "setup": 10.19,
+      "call": 0.17,
+      "teardown": 0.24,
+      "total": 10.6
+    }
+  },
+  "tests/aws/services/scheduler/test_scheduler.py::test_create_schedule_with_valid_cron_expressions[cron(1-31/30 1-1 ? * 1,7 *)]": {
+    "last_validated_date": "2026-01-17T18:21:18+00:00",
+    "durations_in_seconds": {
+      "setup": 10.17,
+      "call": 0.2,
+      "teardown": 0.25,
+      "total": 10.62
+    }
+  },
+  "tests/aws/services/scheduler/test_scheduler.py::test_create_schedule_with_valid_cron_expressions[cron(30-30 13-13 ? * 2,4,6 *)]": {
+    "last_validated_date": "2026-01-17T18:21:07+00:00",
+    "durations_in_seconds": {
+      "setup": 10.18,
+      "call": 0.22,
+      "teardown": 0.29,
+      "total": 10.69
+    }
+  },
   "tests/aws/services/scheduler/test_scheduler.py::test_list_schedules": {
     "last_validated_date": "2024-06-11T22:50:50+00:00"
   },

From 101b787309657449e77c4ee04de8566bcc6b3c68 Mon Sep 17 00:00:00 2001
From: Alex Rashed <2796604+alexrashed@users.noreply.github.com>
Date: Tue, 27 Jan 2026 08:52:05 +0100
Subject: [PATCH 538/697] Update README with notice on image consolidation
 (#13637)

---
 README.md | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/README.md b/README.md
index 3f54e7c547146..2a135fb7185c8 100644
--- a/README.md
+++ b/README.md
@@ -1,3 +1,7 @@
+> [!IMPORTANT]
+> **We’re moving toward a unified LocalStack for AWS image, updating how access works.**
+> **For details on timing and impact please refer [to this blog post](https://localstack.cloud/2026-updates).**
+
 <p align="center">
   <img src="docs/localstack-readme-banner.svg" alt="LocalStack - The Leading Platform for Local Cloud Development">
 </p>

From 93ffaaadaf7e6d7806f964d1b0e6620578a0f28d Mon Sep 17 00:00:00 2001
From: Alex Rashed <2796604+alexrashed@users.noreply.github.com>
Date: Tue, 27 Jan 2026 08:52:24 +0100
Subject: [PATCH 539/697] Update DockerHub with notice on image consolidation
 (#13638)

---
 DOCKER.md | 5 +++++
 1 file changed, 5 insertions(+)

diff --git a/DOCKER.md b/DOCKER.md
index bebba9bdb24a8..171536876ee22 100644
--- a/DOCKER.md
+++ b/DOCKER.md
@@ -1,3 +1,8 @@
+> ℹ️ **Important**
+>
+> We’re moving toward a unified LocalStack for AWS image, updating how access works.
+> For details on timing and impact please refer [to this blog post](https://localstack.cloud/2026-updates).
+
 <p align="center">
   <img src="https://raw.githubusercontent.com/localstack/localstack/main/docs/localstack-readme-banner.svg" alt="LocalStack - A fully functional local cloud stack">
 </p>

From 65e84514654d5496d9004a4b772349b0739544f4 Mon Sep 17 00:00:00 2001
From: Alex Rashed <2796604+alexrashed@users.noreply.github.com>
Date: Tue, 27 Jan 2026 08:52:35 +0100
Subject: [PATCH 540/697] add warning to Community image startup (#13646)

---
 bin/docker-entrypoint.sh | 18 ++++++++++++++----
 1 file changed, 14 insertions(+), 4 deletions(-)

diff --git a/bin/docker-entrypoint.sh b/bin/docker-entrypoint.sh
index 1c4a297fd1fa1..985d791907b61 100755
--- a/bin/docker-entrypoint.sh
+++ b/bin/docker-entrypoint.sh
@@ -3,17 +3,27 @@
 set -eo pipefail
 shopt -s nullglob
 
+if [ -z $LOCALSTACK_AUTH_TOKEN ]; then
+    echo "WARNING"
+    echo "================================================================================"
+    echo "  You are starting the LocalStack Community Docker image."
+    echo "  We move towards a unified LocalStack for AWS image in March 2026."
+    echo "  Go to this page for more infos: https://localstack.cloud/2026-updates"
+    echo "================================================================================"
+    echo ""
+fi
+
 # When trying to activate pro features in the community version, raise a warning
 if [[ -n $LOCALSTACK_API_KEY || -n $LOCALSTACK_AUTH_TOKEN ]]; then
     echo "WARNING"
-    echo "============================================================================"
-    echo "  It seems you are trying to use the LocalStack Pro version without using "
-    echo "  the dedicated Pro image."
+    echo "================================================================================"
+    echo "  It seems you are trying to use the LocalStack Pro version without using the"
+    echo "  dedicated Pro image."
     echo "  LocalStack will only start with community services enabled."
     echo "  To fix this warning, use localstack/localstack-pro instead."
     echo ""
     echo "  See: https://github.com/localstack/localstack/issues/7882"
-    echo "============================================================================"
+    echo "================================================================================"
     echo ""
 fi
 

From 307ff9b253c2695de8a1178b636e1667b7d5039a Mon Sep 17 00:00:00 2001
From: Alex Rashed <2796604+alexrashed@users.noreply.github.com>
Date: Tue, 27 Jan 2026 08:52:43 +0100
Subject: [PATCH 541/697] add warning on image consolidation to CLI start
 (#13645)

---
 localstack-core/localstack/cli/localstack.py | 10 ++++++++++
 1 file changed, 10 insertions(+)

diff --git a/localstack-core/localstack/cli/localstack.py b/localstack-core/localstack/cli/localstack.py
index f6b59c92f5188..4201cee94e447 100644
--- a/localstack-core/localstack/cli/localstack.py
+++ b/localstack-core/localstack/cli/localstack.py
@@ -523,6 +523,16 @@ def cmd_start(
         print_app()
         console.line()
 
+    # check if we are about to activate Pro, if not raise a warning about the upcoming changes
+    # LOCALSTACK_ACTIVATE_PRO is set by the Pro config if the auth token is cached or explicitly set in the env
+    if not config.is_env_true("LOCALSTACK_ACTIVATE_PRO"):
+        console.log(
+            "Warning: You are starting LocalStack without an auth token. "
+            "Starting in March 2026, LocalStack will require an auth token. "
+            "Go to this page for more infos: https://localstack.cloud/2026-updates",
+            style="bold red",
+        )
+
     from localstack.utils import bootstrap
 
     if not no_banner:

From fcd464a3e6e6f73782d94f910f28726f070cb349 Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Tue, 27 Jan 2026 08:52:52 +0100
Subject: [PATCH 542/697] Upgrade pinned Python dependencies (#13650)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
---
 .pre-commit-config.yaml       |  2 +-
 requirements-base-runtime.txt | 12 +++++------
 requirements-basic.txt        |  8 ++++----
 requirements-dev.txt          | 26 ++++++++++++------------
 requirements-runtime.txt      | 14 ++++++-------
 requirements-test.txt         | 22 ++++++++++----------
 requirements-typehint.txt     | 38 +++++++++++++++++------------------
 7 files changed, 61 insertions(+), 61 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 2409c8053ca33..66c46bda00a7b 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -3,7 +3,7 @@
 repos:
   - repo: https://github.com/astral-sh/ruff-pre-commit
     # Ruff version.
-    rev: v0.14.13
+    rev: v0.14.14
     hooks:
       - id: ruff
         args: [--fix, --exit-non-zero-on-fix]
diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index 413e7784622dc..78d4f218bfe66 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -22,7 +22,7 @@ botocore==1.42.34
     #   boto3
     #   localstack-core (pyproject.toml)
     #   s3transfer
-cachetools==6.2.4
+cachetools==6.2.5
     # via localstack-core (pyproject.toml)
 cbor2==5.8.0
     # via localstack-core (pyproject.toml)
@@ -73,7 +73,7 @@ incremental==24.11.0
     # via localstack-twisted
 isodate==0.7.2
     # via openapi-core
-jmespath==1.0.1
+jmespath==1.1.0
     # via
     #   boto3
     #   botocore
@@ -117,11 +117,11 @@ openapi-schema-validator==0.6.3
     #   openapi-spec-validator
 openapi-spec-validator==0.7.2
     # via openapi-core
-packaging==25.0
+packaging==26.0
     # via incremental
 pathable==0.4.4
     # via jsonschema-path
-plux==1.13.0
+plux==1.14.0
     # via localstack-core (pyproject.toml)
 priority==1.3.0
     # via
@@ -129,7 +129,7 @@ priority==1.3.0
     #   localstack-twisted
 psutil==7.2.1
     # via localstack-core (pyproject.toml)
-pycparser==2.23
+pycparser==3.0
     # via cffi
 pydantic==2.12.5
     # via localstack-core (pyproject.toml)
@@ -169,7 +169,7 @@ requests-aws4auth==1.3.1
     # via localstack-core (pyproject.toml)
 rfc3339-validator==0.1.4
     # via openapi-schema-validator
-rich==14.2.0
+rich==14.3.1
     # via localstack-core (pyproject.toml)
 rolo==0.7.6
     # via localstack-core (pyproject.toml)
diff --git a/requirements-basic.txt b/requirements-basic.txt
index 3ed6c86164d6b..5cee6405122e2 100644
--- a/requirements-basic.txt
+++ b/requirements-basic.txt
@@ -6,7 +6,7 @@
 #
 asn1crypto==1.5.1
     # via localstack-core (pyproject.toml)
-cachetools==6.2.4
+cachetools==6.2.5
     # via localstack-core (pyproject.toml)
 certifi==2026.1.4
     # via requests
@@ -28,11 +28,11 @@ markdown-it-py==4.0.0
     # via rich
 mdurl==0.1.2
     # via markdown-it-py
-plux==1.13.0
+plux==1.14.0
     # via localstack-core (pyproject.toml)
 psutil==7.2.1
     # via localstack-core (pyproject.toml)
-pycparser==2.23
+pycparser==3.0
     # via cffi
 pygments==2.19.2
     # via rich
@@ -42,7 +42,7 @@ pyyaml==6.0.3
     # via localstack-core (pyproject.toml)
 requests==2.32.5
     # via localstack-core (pyproject.toml)
-rich==14.2.0
+rich==14.3.1
     # via localstack-core (pyproject.toml)
 semver==3.0.4
     # via localstack-core (pyproject.toml)
diff --git a/requirements-dev.txt b/requirements-dev.txt
index 0c40471512e74..552e7d50af44a 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -29,13 +29,13 @@ attrs==25.4.0
     #   jsonschema
     #   localstack-twisted
     #   referencing
-aws-cdk-asset-awscli-v1==2.2.261
+aws-cdk-asset-awscli-v1==2.2.263
     # via aws-cdk-lib
 aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
 aws-cdk-cloud-assembly-schema==48.20.0
     # via aws-cdk-lib
-aws-cdk-lib==2.235.1
+aws-cdk-lib==2.236.0
     # via localstack-core
 aws-sam-translator==1.106.0
     # via
@@ -62,7 +62,7 @@ botocore==1.42.34
     #   localstack-core
     #   moto-ext
     #   s3transfer
-cachetools==6.2.4
+cachetools==6.2.5
     # via
     #   airspeed-ext
     #   localstack-core
@@ -96,7 +96,7 @@ constantly==23.10.4
     # via localstack-twisted
 constructs==10.4.5
     # via aws-cdk-lib
-coverage==7.13.1
+coverage==7.13.2
     # via
     #   coveralls
     #   localstack-core
@@ -191,7 +191,7 @@ jinja2==3.1.6
     # via
     #   localstack-core
     #   moto-ext
-jmespath==1.0.1
+jmespath==1.1.0
     # via
     #   boto3
     #   botocore
@@ -199,7 +199,7 @@ joserfc==1.6.1
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core
-jsii==1.125.0
+jsii==1.126.0
     # via
     #   aws-cdk-asset-awscli-v1
     #   aws-cdk-asset-node-proxy-agent-v6
@@ -292,7 +292,7 @@ opensearch-py==3.1.0
     # via localstack-core
 orderly-set==5.5.0
     # via deepdiff
-packaging==25.0
+packaging==26.0
     # via
     #   apispec
     #   deptry
@@ -305,7 +305,7 @@ pandoc==2.4
     # via localstack-core (pyproject.toml)
 pathable==0.4.4
     # via jsonschema-path
-pathspec==1.0.3
+pathspec==1.0.4
     # via mypy
 platformdirs==4.5.1
     # via virtualenv
@@ -315,7 +315,7 @@ pluggy==1.6.0
     #   pytest
 plumbum==1.10.0
     # via pandoc
-plux==1.13.0
+plux==1.14.0
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
@@ -348,7 +348,7 @@ py-partiql-parser==0.6.3
     # via moto-ext
 pyasn1==0.6.2
     # via rsa
-pycparser==2.23
+pycparser==3.0
     # via cffi
 pydantic==2.12.4
     # via
@@ -369,7 +369,7 @@ pyopenssl==25.3.0
     #   localstack-twisted
 pypandoc==1.16.2
     # via localstack-core (pyproject.toml)
-pyparsing==3.3.1
+pyparsing==3.3.2
     # via moto-ext
 pytest==8.4.2
     # via
@@ -438,7 +438,7 @@ responses==0.25.8
     #   moto-ext
 rfc3339-validator==0.1.4
     # via openapi-schema-validator
-rich==14.2.0
+rich==14.3.1
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
@@ -452,7 +452,7 @@ rsa==4.7.2
     # via awscli
 rstr==3.2.2
     # via localstack-core (pyproject.toml)
-ruff==0.14.13
+ruff==0.14.14
     # via localstack-core (pyproject.toml)
 s3transfer==0.16.0
     # via
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index e902920445199..2a0b97d9abb20 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -50,7 +50,7 @@ botocore==1.42.34
     #   localstack-core
     #   moto-ext
     #   s3transfer
-cachetools==6.2.4
+cachetools==6.2.5
     # via
     #   airspeed-ext
     #   localstack-core
@@ -138,7 +138,7 @@ jinja2==3.1.6
     # via
     #   localstack-core (pyproject.toml)
     #   moto-ext
-jmespath==1.0.1
+jmespath==1.1.0
     # via
     #   boto3
     #   botocore
@@ -214,14 +214,14 @@ opensearch-protobufs==0.19.0
     # via opensearch-py
 opensearch-py==3.1.0
     # via localstack-core (pyproject.toml)
-packaging==25.0
+packaging==26.0
     # via
     #   apispec
     #   incremental
     #   jpype1
 pathable==0.4.4
     # via jsonschema-path
-plux==1.13.0
+plux==1.14.0
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
@@ -243,7 +243,7 @@ py-partiql-parser==0.6.3
     # via moto-ext
 pyasn1==0.6.2
     # via rsa
-pycparser==2.23
+pycparser==3.0
     # via cffi
 pydantic==2.12.4
     # via
@@ -261,7 +261,7 @@ pyopenssl==25.3.0
     #   localstack-core
     #   localstack-core (pyproject.toml)
     #   localstack-twisted
-pyparsing==3.3.1
+pyparsing==3.3.2
     # via moto-ext
 python-dateutil==2.9.0.post0
     # via
@@ -310,7 +310,7 @@ responses==0.25.8
     #   moto-ext
 rfc3339-validator==0.1.4
     # via openapi-schema-validator
-rich==14.2.0
+rich==14.3.1
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
diff --git a/requirements-test.txt b/requirements-test.txt
index 4a1d621a78fdd..751bb06b5a0c2 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -29,13 +29,13 @@ attrs==25.4.0
     #   jsonschema
     #   localstack-twisted
     #   referencing
-aws-cdk-asset-awscli-v1==2.2.261
+aws-cdk-asset-awscli-v1==2.2.263
     # via aws-cdk-lib
 aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
 aws-cdk-cloud-assembly-schema==48.20.0
     # via aws-cdk-lib
-aws-cdk-lib==2.235.1
+aws-cdk-lib==2.236.0
     # via localstack-core (pyproject.toml)
 aws-sam-translator==1.106.0
     # via
@@ -62,7 +62,7 @@ botocore==1.42.34
     #   localstack-core
     #   moto-ext
     #   s3transfer
-cachetools==6.2.4
+cachetools==6.2.5
     # via
     #   airspeed-ext
     #   localstack-core
@@ -93,7 +93,7 @@ constantly==23.10.4
     # via localstack-twisted
 constructs==10.4.5
     # via aws-cdk-lib
-coverage==7.13.1
+coverage==7.13.2
     # via localstack-core (pyproject.toml)
 crontab==1.0.5
     # via localstack-core
@@ -172,7 +172,7 @@ jinja2==3.1.6
     # via
     #   localstack-core
     #   moto-ext
-jmespath==1.0.1
+jmespath==1.1.0
     # via
     #   boto3
     #   botocore
@@ -180,7 +180,7 @@ joserfc==1.6.1
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core
-jsii==1.125.0
+jsii==1.126.0
     # via
     #   aws-cdk-asset-awscli-v1
     #   aws-cdk-asset-node-proxy-agent-v6
@@ -262,7 +262,7 @@ opensearch-py==3.1.0
     # via localstack-core
 orderly-set==5.5.0
     # via deepdiff
-packaging==25.0
+packaging==26.0
     # via
     #   apispec
     #   incremental
@@ -275,7 +275,7 @@ pluggy==1.6.0
     # via
     #   localstack-core (pyproject.toml)
     #   pytest
-plux==1.13.0
+plux==1.14.0
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
@@ -305,7 +305,7 @@ py-partiql-parser==0.6.3
     # via moto-ext
 pyasn1==0.6.2
     # via rsa
-pycparser==2.23
+pycparser==3.0
     # via cffi
 pydantic==2.12.4
     # via
@@ -324,7 +324,7 @@ pyopenssl==25.3.0
     # via
     #   localstack-core
     #   localstack-twisted
-pyparsing==3.3.1
+pyparsing==3.3.2
     # via moto-ext
 pytest==8.4.2
     # via
@@ -389,7 +389,7 @@ responses==0.25.8
     #   moto-ext
 rfc3339-validator==0.1.4
     # via openapi-schema-validator
-rich==14.2.0
+rich==14.3.1
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index 925d13d32e993..43c78b3898ead 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -29,13 +29,13 @@ attrs==25.4.0
     #   jsonschema
     #   localstack-twisted
     #   referencing
-aws-cdk-asset-awscli-v1==2.2.261
+aws-cdk-asset-awscli-v1==2.2.263
     # via aws-cdk-lib
 aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
 aws-cdk-cloud-assembly-schema==48.20.0
     # via aws-cdk-lib
-aws-cdk-lib==2.235.1
+aws-cdk-lib==2.236.0
     # via localstack-core
 aws-sam-translator==1.106.0
     # via
@@ -54,7 +54,7 @@ boto3==1.42.34
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-boto3-stubs==1.42.30
+boto3-stubs==1.42.35
     # via localstack-core (pyproject.toml)
 botocore==1.42.34
     # via
@@ -64,9 +64,9 @@ botocore==1.42.34
     #   localstack-core
     #   moto-ext
     #   s3transfer
-botocore-stubs==1.42.30
+botocore-stubs==1.42.35
     # via boto3-stubs
-cachetools==6.2.4
+cachetools==6.2.5
     # via
     #   airspeed-ext
     #   localstack-core
@@ -100,7 +100,7 @@ constantly==23.10.4
     # via localstack-twisted
 constructs==10.4.5
     # via aws-cdk-lib
-coverage==7.13.1
+coverage==7.13.2
     # via
     #   coveralls
     #   localstack-core
@@ -195,7 +195,7 @@ jinja2==3.1.6
     # via
     #   localstack-core
     #   moto-ext
-jmespath==1.0.1
+jmespath==1.1.0
     # via
     #   boto3
     #   botocore
@@ -203,7 +203,7 @@ joserfc==1.6.1
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core
-jsii==1.125.0
+jsii==1.126.0
     # via
     #   aws-cdk-asset-awscli-v1
     #   aws-cdk-asset-node-proxy-agent-v6
@@ -291,7 +291,7 @@ mypy-boto3-appsync==1.42.6
     # via boto3-stubs
 mypy-boto3-athena==1.42.3
     # via boto3-stubs
-mypy-boto3-autoscaling==1.42.3
+mypy-boto3-autoscaling==1.42.33
     # via boto3-stubs
 mypy-boto3-backup==1.42.3
     # via boto3-stubs
@@ -329,11 +329,11 @@ mypy-boto3-dms==1.42.3
     # via boto3-stubs
 mypy-boto3-docdb==1.42.3
     # via boto3-stubs
-mypy-boto3-dynamodb==1.42.3
+mypy-boto3-dynamodb==1.42.33
     # via boto3-stubs
 mypy-boto3-dynamodbstreams==1.42.3
     # via boto3-stubs
-mypy-boto3-ec2==1.42.29
+mypy-boto3-ec2==1.42.35
     # via boto3-stubs
 mypy-boto3-ecr==1.42.13
     # via boto3-stubs
@@ -461,7 +461,7 @@ mypy-boto3-timestream-write==1.42.3
     # via boto3-stubs
 mypy-boto3-transcribe==1.42.25
     # via boto3-stubs
-mypy-boto3-verifiedpermissions==1.42.3
+mypy-boto3-verifiedpermissions==1.42.33
     # via boto3-stubs
 mypy-boto3-wafv2==1.42.3
     # via boto3-stubs
@@ -492,7 +492,7 @@ opensearch-py==3.1.0
     # via localstack-core
 orderly-set==5.5.0
     # via deepdiff
-packaging==25.0
+packaging==26.0
     # via
     #   apispec
     #   deptry
@@ -505,7 +505,7 @@ pandoc==2.4
     # via localstack-core
 pathable==0.4.4
     # via jsonschema-path
-pathspec==1.0.3
+pathspec==1.0.4
     # via mypy
 platformdirs==4.5.1
     # via virtualenv
@@ -515,7 +515,7 @@ pluggy==1.6.0
     #   pytest
 plumbum==1.10.0
     # via pandoc
-plux==1.13.0
+plux==1.14.0
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
@@ -548,7 +548,7 @@ py-partiql-parser==0.6.3
     # via moto-ext
 pyasn1==0.6.2
     # via rsa
-pycparser==2.23
+pycparser==3.0
     # via cffi
 pydantic==2.12.4
     # via
@@ -569,7 +569,7 @@ pyopenssl==25.3.0
     #   localstack-twisted
 pypandoc==1.16.2
     # via localstack-core
-pyparsing==3.3.1
+pyparsing==3.3.2
     # via moto-ext
 pytest==8.4.2
     # via
@@ -638,7 +638,7 @@ responses==0.25.8
     #   moto-ext
 rfc3339-validator==0.1.4
     # via openapi-schema-validator
-rich==14.2.0
+rich==14.3.1
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
@@ -652,7 +652,7 @@ rsa==4.7.2
     # via awscli
 rstr==3.2.2
     # via localstack-core
-ruff==0.14.13
+ruff==0.14.14
     # via localstack-core
 s3transfer==0.16.0
     # via

From 74bb59b4b6d4eaa7673cae5bf8f0cb23098c4b9f Mon Sep 17 00:00:00 2001
From: jferman-kb4 <139243466+jferman-kb4@users.noreply.github.com>
Date: Tue, 27 Jan 2026 05:09:33 -0500
Subject: [PATCH 543/697] events: make PutEvents dispatching asynchronous
 (#13636)

---
 .../localstack/services/events/provider.py    |  42 +++++--
 .../services/events/test_events_targets.py    | 114 +++++++++++++++++-
 2 files changed, 144 insertions(+), 12 deletions(-)

diff --git a/localstack-core/localstack/services/events/provider.py b/localstack-core/localstack/services/events/provider.py
index bc05158e8ec3e..de561563f9ae9 100644
--- a/localstack-core/localstack/services/events/provider.py
+++ b/localstack-core/localstack/services/events/provider.py
@@ -172,6 +172,7 @@
 from localstack.utils.common import truncate
 from localstack.utils.event_matcher import matches_event
 from localstack.utils.strings import long_uid
+from localstack.utils.threads import start_worker_thread
 from localstack.utils.time import TIMESTAMP_FORMAT_TZ, timestamp
 from localstack.utils.xray.trace_header import TraceHeader
 
@@ -1903,13 +1904,19 @@ def _process_entry(
         # Always add the successful EventId entry, even if target processing might fail
         processed_entries.append({"EventId": event_formatted["id"]})
 
+        # Process rules asynchronously to match AWS behavior where put-events returns immediately
         if configured_rules := list(event_bus.rules.values()):
-            for rule in configured_rules:
-                if rule.schedule_expression:
-                    # we do not want to execute Scheduled Rules on PutEvents
-                    continue
-
-                self._process_rules(rule, region, account_id, event_formatted, trace_header)
+            start_worker_thread(
+                self._process_rules_async,
+                params={
+                    "rules": configured_rules,
+                    "region": region,
+                    "account_id": account_id,
+                    "event_formatted": event_formatted,
+                    "trace_header": trace_header,
+                },
+                name="events-process-rules",
+            )
         else:
             LOG.info(
                 json.dumps(
@@ -1926,6 +1933,27 @@ def _proxy_capture_input_event(
         # only required for EventStudio to capture input event if no rule is configured
         pass
 
+    def _process_rules_async(self, params: dict) -> None:
+        """Process rules asynchronously in a background thread.
+
+        TODO: Use a worker pool (similar to SNS) instead of spawning a new thread
+              for each request to improve performance and resource management.
+        """
+        rules = params["rules"]
+        region = params["region"]
+        account_id = params["account_id"]
+        event_formatted = params["event_formatted"]
+        trace_header = params["trace_header"]
+
+        for rule in rules:
+            if rule.schedule_expression:
+                # we do not want to execute Scheduled Rules on PutEvents
+                continue
+
+            # TODO: Process each rule asynchronously instead of sequentially to further
+            #       improve performance when multiple rules need to be evaluated.
+            self._process_rules(rule, region, account_id, event_formatted, trace_header)
+
     def _process_rules(
         self,
         rule: Rule,
@@ -1983,7 +2011,7 @@ def _process_rules(
                             )
                         )
         else:
-            LOG.info(
+            LOG.debug(
                 json.dumps(
                     {
                         "InfoCode": "InternalInfoEvents at matches_rule",
diff --git a/tests/aws/services/events/test_events_targets.py b/tests/aws/services/events/test_events_targets.py
index 610bc2ebd9f5b..61329317d3e9a 100644
--- a/tests/aws/services/events/test_events_targets.py
+++ b/tests/aws/services/events/test_events_targets.py
@@ -4,6 +4,7 @@
 
 import base64
 import json
+import threading
 import time
 
 import aws_cdk as cdk
@@ -158,11 +159,7 @@ def _handler(_request: Request):
         ]
         aws_client.events.put_events(Entries=entries)
 
-        # clean up
-        aws_client.events.delete_connection(Name=connection_name)
-        aws_client.events.delete_api_destination(Name=dest_name)
-        clean_up(rule_name=rule_name, target_ids=target_id)
-
+        # Wait for event delivery before cleanup
         to_recv = 2 if auth["type"] == "OAUTH_CLIENT_CREDENTIALS" else 1
         assert poll_condition(lambda: len(httpserver.log) >= to_recv, timeout=5)
 
@@ -206,6 +203,113 @@ def _handler(_request: Request):
                 assert oauth_request.headers["oauthheader"] == "value2"
                 assert oauth_request.args["oauthquery"] == "value3"
 
+        # Clean up after verification
+        aws_client.events.delete_connection(Name=connection_name)
+        aws_client.events.delete_api_destination(Name=dest_name)
+        clean_up(rule_name=rule_name, target_ids=target_id)
+
+    @markers.requires_in_process  # uses pytest httpserver
+    @markers.aws.only_localstack
+    @pytest.mark.skipif(is_old_provider(), reason="not supported by the old provider")
+    def test_put_events_returns_immediately_with_slow_api_destination(
+        self, httpserver: HTTPServer, aws_client, clean_up
+    ):
+        """
+        Test that put_events returns immediately even when the target API destination
+        is blocked and cannot respond. This validates the fix for GitHub issue #12107.
+
+        The test verifies that:
+        1. put_events returns successfully while the API destination handler is blocked
+        2. The event is eventually delivered to the destination asynchronously
+        """
+        # Create a blocking event to control when the handler can respond
+        blocking_event = threading.Event()
+
+        # Create an endpoint that blocks until the event is set
+        def _blocking_handler(_request: Request):
+            # Block until event is set (with timeout for test cleanup)
+            if not blocking_event.wait(timeout=20.0):
+                raise TimeoutError("Test timed out waiting for blocking event")
+            return Response(json.dumps({"status": "received"}), mimetype="application/json")
+
+        httpserver.expect_request("").respond_with_handler(_blocking_handler)
+        http_endpoint = httpserver.url_for("/")
+
+        # Create connection with BASIC auth (simplest for this test)
+        connection_name = f"test-conn-{short_uid()}"
+        connection_arn = aws_client.events.create_connection(
+            Name=connection_name,
+            AuthorizationType="BASIC",
+            AuthParameters={
+                "BasicAuthParameters": {
+                    "Username": "user",
+                    "Password": "pass",
+                },
+            },
+        )["ConnectionArn"]
+
+        # Create API destination
+        dest_name = f"test-dest-{short_uid()}"
+        dest_arn = aws_client.events.create_api_destination(
+            Name=dest_name,
+            ConnectionArn=connection_arn,
+            InvocationEndpoint=http_endpoint,
+            HttpMethod="POST",
+        )["ApiDestinationArn"]
+
+        # Create rule and target
+        rule_name = f"test-rule-{short_uid()}"
+        target_id = f"target-{short_uid()}"
+        pattern = json.dumps({"source": ["test.async"], "detail-type": ["async.test"]})
+
+        aws_client.events.put_rule(Name=rule_name, EventPattern=pattern)
+        aws_client.events.put_targets(
+            Rule=rule_name,
+            Targets=[
+                {
+                    "Id": target_id,
+                    "Arn": dest_arn,
+                    "Input": '{"test": "async_behavior"}',
+                }
+            ],
+        )
+
+        # Send event - this should return immediately even though handler is blocked
+        response = aws_client.events.put_events(
+            Entries=[
+                {
+                    "Source": "test.async",
+                    "DetailType": "async.test",
+                    "Detail": '{"message": "testing async behavior"}',
+                }
+            ]
+        )
+
+        # Verify the event was accepted (EventId returned) even while handler is blocked
+        # This proves put_events is non-blocking
+        assert response["FailedEntryCount"] == 0
+        assert len(response["Entries"]) == 1
+        assert "EventId" in response["Entries"][0]
+
+        # Now unblock the handler so the event can be delivered
+        blocking_event.set()
+
+        # Verify the event is eventually delivered to the destination
+        # (this proves background processing is working)
+        assert poll_condition(lambda: len(httpserver.log) >= 1, timeout=10), (
+            "Event was not delivered to the API destination within 10 seconds"
+        )
+
+        # Verify the correct data was sent to the endpoint
+        event_request, _ = httpserver.log[0]
+        event_data = event_request.get_json(force=True)
+        assert event_data["test"] == "async_behavior"
+
+        # Clean up
+        aws_client.events.delete_connection(Name=connection_name)
+        aws_client.events.delete_api_destination(Name=dest_name)
+        clean_up(rule_name=rule_name, target_ids=target_id)
+
 
 class TestEventsTargetApiGateway:
     @markers.aws.validated

From 76f1d168afc22fe0bf7d23896703eafafbfd4788 Mon Sep 17 00:00:00 2001
From: Alex Rashed <2796604+alexrashed@users.noreply.github.com>
Date: Tue, 27 Jan 2026 14:08:45 +0100
Subject: [PATCH 544/697] increase size of image consolidation notice on
 DockerHub (#13654)

---
 DOCKER.md | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/DOCKER.md b/DOCKER.md
index 171536876ee22..5af3f0ab0a64d 100644
--- a/DOCKER.md
+++ b/DOCKER.md
@@ -1,7 +1,7 @@
-> ℹ️ **Important**
+> # ℹ️ **Important**
 >
-> We’re moving toward a unified LocalStack for AWS image, updating how access works.
-> For details on timing and impact please refer [to this blog post](https://localstack.cloud/2026-updates).
+> ## We’re moving toward a unified LocalStack for AWS image, updating how access works.
+> ## For details on timing and impact please refer [to this blog post](https://localstack.cloud/2026-updates).
 
 <p align="center">
   <img src="https://raw.githubusercontent.com/localstack/localstack/main/docs/localstack-readme-banner.svg" alt="LocalStack - A fully functional local cloud stack">

From 44d10224316abb4b598e072a81961648880f7fe4 Mon Sep 17 00:00:00 2001
From: Huzaifa <127947250+Septic-H@users.noreply.github.com>
Date: Tue, 27 Jan 2026 18:25:07 +0500
Subject: [PATCH 545/697] fix(docs): repair broken links in CONTRIBUTING.md
 (#13647)

---
 docs/CONTRIBUTING.md | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/docs/CONTRIBUTING.md b/docs/CONTRIBUTING.md
index 35af4e8333b5d..3188d90c077af 100644
--- a/docs/CONTRIBUTING.md
+++ b/docs/CONTRIBUTING.md
@@ -5,9 +5,9 @@ We welcome contributions to LocalStack! Please refer to the following sections t
 ## Sections
 
 - [Contribution Guidelines](#contribution-guidelines)
-- [Development Environment Setup](development-environment-setup/README.md)
-- [LocalStack Concepts](localstack-concepts/README.md)
-- [Testing](testing/README.md)
+- [Development Environment Setup](/docs/development-environment-setup/README.md)
+- [LocalStack Concepts](/docs/localstack-concepts/README.md)
+- [Testing](/docs/testing/README.md)
 
 ## Contribution Guidelines
 

From 3cfcaebcd3f4a1b620c534deeb294b762be72eb0 Mon Sep 17 00:00:00 2001
From: Anastasia Dusak <61540676+k-a-il@users.noreply.github.com>
Date: Wed, 28 Jan 2026 13:17:19 +0100
Subject: [PATCH 546/697] AWS catalog: Provide custom error message when plugin
 is not available in user license (#13651)

---
 .../localstack/aws/catalog_exceptions.py      |  9 ++++---
 .../localstack/aws/handlers/exceptions.py     |  2 ++
 .../localstack/aws/handlers/service.py        | 25 ++++++++-----------
 .../localstack/aws/handlers/service_plugin.py | 14 ++++++++---
 tests/unit/aws/handlers/test_service.py       |  2 +-
 5 files changed, 30 insertions(+), 22 deletions(-)
 create mode 100644 localstack-core/localstack/aws/handlers/exceptions.py

diff --git a/localstack-core/localstack/aws/catalog_exceptions.py b/localstack-core/localstack/aws/catalog_exceptions.py
index 575fe4d1025f4..236549d8d3ae1 100644
--- a/localstack-core/localstack/aws/catalog_exceptions.py
+++ b/localstack-core/localstack/aws/catalog_exceptions.py
@@ -15,7 +15,7 @@ def __init__(self, message: str, error_code: int):
 
 
 class ServiceOrOperationNotSupportedException(AwsServiceAvailabilityException):
-    def __init__(self, service_name: str, operation_name: str):
+    def __init__(self, service_name: str, operation_name: str | None = None):
         if operation_name is None:
             message = f"Sorry, the {service_name} service is not currently supported by LocalStack."
             error_code = 3
@@ -53,13 +53,16 @@ def get_service_availability_exception(
     status: AwsServicesSupportInLatest | AwsServiceOperationsSupportInLatest | None,
 ) -> AwsServiceAvailabilityException:
     match status:
-        case AwsServicesSupportInLatest.SUPPORTED | AwsServiceOperationsSupportInLatest.SUPPORTED:
+        case AwsServicesSupportInLatest.SUPPORTED:
+            return LatestVersionRequiredException(service_name)
+        case AwsServiceOperationsSupportInLatest.SUPPORTED:
             return LatestVersionRequiredException(service_name, operation_name)
         case (
             AwsServicesSupportInLatest.SUPPORTED_WITH_LICENSE_UPGRADE
-            | AwsServiceOperationsSupportInLatest.SUPPORTED_WITH_LICENSE_UPGRADE
             | AwsServiceSupportAtRuntime.AVAILABLE_WITH_LICENSE_UPGRADE
         ):
+            return LicenseUpgradeRequiredException(service_name)
+        case AwsServiceOperationsSupportInLatest.SUPPORTED_WITH_LICENSE_UPGRADE:
             return LicenseUpgradeRequiredException(service_name, operation_name)
         case AwsServicesSupportInLatest.NOT_SUPPORTED | AwsServiceSupportAtRuntime.NOT_IMPLEMENTED:
             return ServiceOrOperationNotSupportedException(service_name, operation_name)
diff --git a/localstack-core/localstack/aws/handlers/exceptions.py b/localstack-core/localstack/aws/handlers/exceptions.py
new file mode 100644
index 0000000000000..54c65d493c0ba
--- /dev/null
+++ b/localstack-core/localstack/aws/handlers/exceptions.py
@@ -0,0 +1,2 @@
+class PluginNotIncludedInUserLicenseError(NotImplementedError):
+    pass
diff --git a/localstack-core/localstack/aws/handlers/service.py b/localstack-core/localstack/aws/handlers/service.py
index 90ac785a3546a..21cb228d9ab2c 100644
--- a/localstack-core/localstack/aws/handlers/service.py
+++ b/localstack-core/localstack/aws/handlers/service.py
@@ -7,7 +7,6 @@
 from typing import Any
 
 from botocore.model import OperationModel, ServiceModel
-from plux.core.plugin import PluginDisabled
 
 from localstack import config
 from localstack.http import Response
@@ -22,6 +21,7 @@
 from ..protocol.serializer import create_serializer
 from ..protocol.service_router import determine_aws_protocol, determine_aws_service_model
 from ..skeleton import Skeleton, create_skeleton
+from .exceptions import PluginNotIncludedInUserLicenseError
 
 LOG = logging.getLogger(__name__)
 
@@ -197,9 +197,15 @@ def create_exception_response(self, exception: Exception, context: RequestContex
                 message = exception_message
                 error = CommonServiceException("InternalFailure", message, status_code=501)
             else:
-                service_status = get_aws_catalog().get_aws_service_status(
-                    service_name, operation_name
-                )
+                catalog = get_aws_catalog()
+                if isinstance(exception, PluginNotIncludedInUserLicenseError):
+                    # Operation name is provided when a plugin fails to load, although it is not relevant.
+                    # In such cases, we should return an error without the operation name
+                    service_status = catalog.get_aws_service_status(
+                        service_name, operation_name=None
+                    )
+                else:
+                    service_status = catalog.get_aws_service_status(service_name, operation_name)
                 error = get_service_availability_exception(
                     service_name, operation_name, service_status
                 )
@@ -242,16 +248,7 @@ def create_exception_response(self, exception: Exception, context: RequestContex
                 operation = context.service.operation_model(context.service.operation_names[0])
                 msg = f"exception while calling {service_name} with unknown operation: {message}"
 
-            # Check for license restricted plugin message and set status code to 501
-            if (
-                isinstance(exception, PluginDisabled)
-                and "not part of the active license agreement"
-                in str(getattr(exception, "reason", "")).lower()
-            ):
-                status_code = 501
-                msg = f"exception while calling {service_name}.{operation.name}: {str(getattr(exception, 'reason', ''))}"
-            else:
-                status_code = 501 if config.FAIL_FAST else 500
+            status_code = 501 if config.FAIL_FAST else 500
 
             error = CommonServiceException(
                 "InternalError", msg, status_code=status_code
diff --git a/localstack-core/localstack/aws/handlers/service_plugin.py b/localstack-core/localstack/aws/handlers/service_plugin.py
index c28bbb7e341c1..dac5e483eee67 100644
--- a/localstack-core/localstack/aws/handlers/service_plugin.py
+++ b/localstack-core/localstack/aws/handlers/service_plugin.py
@@ -3,6 +3,8 @@
 import logging
 import threading
 
+from plux import PluginDisabled
+
 from localstack.http import Response
 from localstack.services.plugins import Service, ServiceManager
 from localstack.utils.sync import SynchronizedDefaultDict
@@ -11,7 +13,7 @@
 from ..api import RequestContext
 from ..chain import Handler, HandlerChain
 from ..protocol.service_router import determine_aws_service_model_for_data_plane
-from .service import ServiceRequestRouter
+from .service import PluginNotIncludedInUserLicenseError, ServiceRequestRouter
 
 LOG = logging.getLogger(__name__)
 
@@ -51,9 +53,13 @@ def require_service(self, _: HandlerChain, context: RequestContext, response: Re
             )
 
         request_router = self.service_request_router
-
-        # Ensure the Service is loaded and set to ServiceState.RUNNING if not in an erroneous state.
-        service_plugin: Service = self.service_manager.require(service_name)
+        try:
+            # Ensure the Service is loaded and set to ServiceState.RUNNING if not in an erroneous state.
+            service_plugin: Service = self.service_manager.require(service_name)
+        except PluginDisabled as e:
+            if e.reason == "This feature is not part of the active license agreement":
+                raise PluginNotIncludedInUserLicenseError()
+            raise
 
         with self.service_locks[context.service.service_name]:
             # try again to avoid race conditions
diff --git a/tests/unit/aws/handlers/test_service.py b/tests/unit/aws/handlers/test_service.py
index ec646935d238f..22dd95e9f94eb 100644
--- a/tests/unit/aws/handlers/test_service.py
+++ b/tests/unit/aws/handlers/test_service.py
@@ -155,7 +155,7 @@ class TestServiceExceptionSerializer:
         [
             (
                 AwsServiceSupportAtRuntime.AVAILABLE_WITH_LICENSE_UPGRADE,
-                "is not supported with your LocalStack license",
+                "is not included within your LocalStack license",
             ),
             (
                 None,

From 07f5bdb081aea32ad18070cbdbe9cbbe841505cf Mon Sep 17 00:00:00 2001
From: Alex Rashed <2796604+alexrashed@users.noreply.github.com>
Date: Wed, 28 Jan 2026 14:08:31 +0100
Subject: [PATCH 547/697] add precommit hook to prevent commits on main
 (#13659)

---
 .pre-commit-config.yaml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 66c46bda00a7b..a7fa8ed587000 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -20,6 +20,7 @@ repos:
   - repo: https://github.com/pre-commit/pre-commit-hooks
     rev: v6.0.0
     hooks:
+      - id: no-commit-to-branch
       - id: end-of-file-fixer
       - id: trailing-whitespace
       - id: check-json

From 08f7836ce39146e9511687c8dc7ff9097e087e9e Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Wed, 28 Jan 2026 14:12:43 +0100
Subject: [PATCH 548/697] Upgrade moto-ext (#13652)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
Co-authored-by: Benjamin Simon <benjh.simon@gmail.com>
---
 localstack-core/localstack/services/sns/provider.py | 4 ++--
 requirements-dev.txt                                | 2 +-
 requirements-runtime.txt                            | 2 +-
 requirements-test.txt                               | 2 +-
 requirements-typehint.txt                           | 2 +-
 5 files changed, 6 insertions(+), 6 deletions(-)

diff --git a/localstack-core/localstack/services/sns/provider.py b/localstack-core/localstack/services/sns/provider.py
index 93af507bf90b0..373c417aa31eb 100644
--- a/localstack-core/localstack/services/sns/provider.py
+++ b/localstack-core/localstack/services/sns/provider.py
@@ -266,7 +266,7 @@ def publish_batch(
                     raise InvalidParameterException(
                         "Invalid parameter: The MessageGroupId parameter is required for FIFO topics"
                     )
-                if moto_topic.content_based_deduplication == "false":
+                if moto_topic.content_based_deduplication is False:
                     if not all(
                         "MessageDeduplicationId" in entry for entry in publish_batch_request_entries
                     ):
@@ -589,7 +589,7 @@ def publish(
                     "Invalid parameter: The MessageGroupId parameter is required for FIFO topics",
                 )
             topic_model = self._get_topic(topic_or_target_arn, context)
-            if topic_model.content_based_deduplication == "false":
+            if topic_model.content_based_deduplication is False:
                 if not message_deduplication_id:
                     raise InvalidParameterException(
                         "Invalid parameter: The topic should either have ContentBasedDeduplication enabled or MessageDeduplicationId provided explicitly",
diff --git a/requirements-dev.txt b/requirements-dev.txt
index 552e7d50af44a..a27365245b76c 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -259,7 +259,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.18.post58
+moto-ext==5.1.20.post22
     # via localstack-core
 mpmath==1.3.0
     # via sympy
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index 2a0b97d9abb20..845524026527a 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -192,7 +192,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.18.post58
+moto-ext==5.1.20.post22
     # via localstack-core (pyproject.toml)
 mpmath==1.3.0
     # via sympy
diff --git a/requirements-test.txt b/requirements-test.txt
index 751bb06b5a0c2..bccc7e73394e6 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -238,7 +238,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.18.post58
+moto-ext==5.1.20.post22
     # via localstack-core
 mpmath==1.3.0
     # via sympy
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index 43c78b3898ead..871f63819f561 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -263,7 +263,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.18.post58
+moto-ext==5.1.20.post22
     # via localstack-core
 mpmath==1.3.0
     # via sympy

From 29e817623b4522c28a0d07311d68e1cff849613f Mon Sep 17 00:00:00 2001
From: "localstack[bot]" <localstack-bot@users.noreply.github.com>
Date: Thu, 29 Jan 2026 07:53:37 +0000
Subject: [PATCH 549/697] release version 4.13.0


From 31add7159603e63be9a5294350d5940b959756d4 Mon Sep 17 00:00:00 2001
From: "localstack[bot]" <localstack-bot@users.noreply.github.com>
Date: Thu, 29 Jan 2026 07:55:53 +0000
Subject: [PATCH 550/697] prepare next development iteration


From 42a892c3f8696caefed908f4fb5ca5d0c383d864 Mon Sep 17 00:00:00 2001
From: Anisa Oshafi <anisaoshafi@gmail.com>
Date: Thu, 29 Jan 2026 17:02:39 +0100
Subject: [PATCH 551/697] Lambda: validate supported runtimes for managed
 instances (#13656)

---
 .../localstack/services/lambda_/provider.py   |  8 ++++++
 .../localstack/services/lambda_/runtimes.py   | 14 +++++++++++
 .../localstack/testing/aws/lambda_utils.py    | 25 ++++++++++++++++---
 3 files changed, 43 insertions(+), 4 deletions(-)

diff --git a/localstack-core/localstack/services/lambda_/provider.py b/localstack-core/localstack/services/lambda_/provider.py
index 6d90a54e0de6d..7ce9b2e098691 100644
--- a/localstack-core/localstack/services/lambda_/provider.py
+++ b/localstack-core/localstack/services/lambda_/provider.py
@@ -233,6 +233,7 @@
     DEPRECATED_RUNTIMES_UPGRADES,
     RUNTIMES_AGGREGATED,
     SNAP_START_SUPPORTED_RUNTIMES,
+    VALID_MANAGED_INSTANCE_RUNTIMES,
     VALID_RUNTIMES,
 )
 from localstack.services.lambda_.urlrouter import FunctionUrlRouter
@@ -1076,6 +1077,7 @@ def create_function(
             if "CapacityProviderConfig" in request:
                 capacity_provider_config = request["CapacityProviderConfig"]
                 self._validate_capacity_provider_config(capacity_provider_config, context)
+                self._validate_managed_instances_runtime(runtime)
 
                 default_config = CapacityProviderConfig(
                     LambdaManagedInstancesCapacityProviderConfig=LambdaManagedInstancesCapacityProviderConfig(
@@ -1252,6 +1254,12 @@ def _validate_runtime(self, package_type, runtime):
                 Type="User",
             )
 
+    def _validate_managed_instances_runtime(self, runtime):
+        if runtime not in VALID_MANAGED_INSTANCE_RUNTIMES:
+            raise InvalidParameterValueException(
+                f"Runtime Enum {runtime} does not support specified feature: Lambda Managed Instances"
+            )
+
     def _check_for_recomended_migration_target(self, deprecated_runtime):
         # AWS offers recommended runtime for migration for "newly" deprecated runtimes
         # in order to preserve parity with error messages we need the code bellow
diff --git a/localstack-core/localstack/services/lambda_/runtimes.py b/localstack-core/localstack/services/lambda_/runtimes.py
index 168f40aa0675c..7c5ba22131479 100644
--- a/localstack-core/localstack/services/lambda_/runtimes.py
+++ b/localstack-core/localstack/services/lambda_/runtimes.py
@@ -176,3 +176,17 @@
 VALID_RUNTIMES: str = "[nodejs20.x, python3.14, provided.al2023, python3.12, python3.13, nodejs24.x, nodejs22.x, java25, python3.10, python3.11, java21, ruby3.3, ruby3.4, ruby3.2, python3.8, python3.9, java17, nodejs16.x, dotnet10, dotnet8, java11, dotnet6, nodejs18.x, provided.al2, java8.al2]"
 # An ordered list of all Lambda runtimes for layers considered valid by AWS. Matching snapshots in test_layer_exceptions
 VALID_LAYER_RUNTIMES: str = "[ruby3.5, ruby2.6, dotnetcore1.0, python3.7, nodejs8.10, nasa, ruby2.7, python2.7-greengrass, dotnetcore2.0, python3.8, java21, dotnet6, dotnetcore2.1, python3.9, java11, nodejs6.10, provided, dotnetcore3.1, dotnet8, java25, java17, nodejs, nodejs4.3, java8.al2, go1.x, dotnet10, nodejs20.x, go1.9, byol, nodejs10.x, provided.al2023, nodejs22.x, python3.10, java8, nodejs12.x, python3.11, nodejs24.x, nodejs8.x, python3.12, nodejs14.x, nodejs8.9, nodejs26.x, python3.13, python3.14, nodejs16.x, python3.15, provided.al2, nodejs4.3-edge, nodejs18.x, ruby3.2, python3.4, ruby3.3, ruby3.4, ruby2.5, python3.6, python2.7]"
+# An unordered list of runtimes supporting Lambda Managed Instances: https://docs.aws.amazon.com/lambda/latest/dg/lambda-managed-instances-runtimes.html#lambda-managed-instances-supported-runtimes
+
+VALID_MANAGED_INSTANCE_RUNTIMES = [
+    Runtime.nodejs24_x,
+    Runtime.nodejs22_x,
+    Runtime.python3_14,
+    Runtime.python3_13,
+    Runtime.java25,
+    Runtime.java21,
+    Runtime.dotnet10,
+    Runtime.dotnet8,
+    # not officially listed, but can be invoked
+    Runtime.provided_al2023,
+]
diff --git a/localstack-core/localstack/testing/aws/lambda_utils.py b/localstack-core/localstack/testing/aws/lambda_utils.py
index bb198f29758f3..0dbad8ac4ace7 100644
--- a/localstack-core/localstack/testing/aws/lambda_utils.py
+++ b/localstack-core/localstack/testing/aws/lambda_utils.py
@@ -14,13 +14,14 @@
 from localstack.utils.files import load_file
 from localstack.utils.platform import Arch, get_arch
 from localstack.utils.strings import short_uid
-from localstack.utils.sync import ShortCircuitWaitException, retry
+from localstack.utils.sync import ShortCircuitWaitException, retry, wait_until
 from localstack.utils.testutil import get_lambda_log_events
 
 if TYPE_CHECKING:
     from mypy_boto3_lambda import LambdaClient
     from mypy_boto3_lambda.literals import ArchitectureType, PackageTypeType, RuntimeType
     from mypy_boto3_lambda.type_defs import (
+        CapacityProviderConfigTypeDef,
         DeadLetterConfigTypeDef,
         EnvironmentTypeDef,
         EphemeralStorageTypeDef,
@@ -200,6 +201,7 @@ def create_function(
         CodeSigningConfigArn: str | None = None,
         Architectures: Sequence["ArchitectureType"] | None = None,
         EphemeralStorage: Optional["EphemeralStorageTypeDef"] = None,
+        CapacityProviderConfig: Optional["CapacityProviderConfigTypeDef"] = None,
     ) -> "FunctionConfigurationResponseMetadataTypeDef": ...
 
     def create_function(self, **kwargs):
@@ -216,9 +218,24 @@ def _create_function():
         # localstack should normally not require the retries and will just continue here
         result = retry(_create_function, retries=3, sleep=4)
         self.function_names.append(result["FunctionArn"])
-        self.lambda_client.get_waiter("function_active_v2").wait(
-            FunctionName=kwargs.get("FunctionName")
-        )
+
+        def _is_not_pending():
+            # Using custom wait condition instead of the 'function_active_v2' waiter which expects 'Active' state,
+            # which is not true for lambda managed instances, whose state becomes in ActiveNonInvokable
+            try:
+                result = (
+                    self.lambda_client.get_function(FunctionName=kwargs.get("FunctionName"))[
+                        "Configuration"
+                    ]["State"]
+                    != "Pending"
+                )
+                LOG.debug("lambda state result: result=%s", result)
+                return result
+            except Exception as e:
+                LOG.error(e)
+                raise
+
+        wait_until(_is_not_pending)
 
         return result
 

From 37780bec1584016499ab2d9dca9378f53f9262b0 Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Thu, 29 Jan 2026 19:53:36 +0100
Subject: [PATCH 552/697] Route53: add `Update` support for `RecordSet`
 resource (#13627)

---
 .../aws_route53_recordset.py                  | 115 +++--
 .../cloudformation/resources/test_route53.py  |  66 ---
 .../resources/test_route53.validation.json    |   5 -
 .../test_aws_route53_healthcheck.py           |  22 +
 ...est_aws_route53_healthcheck.snapshot.json} |   2 +-
 ...st_aws_route53_healthcheck.validation.json |   5 +
 .../test_aws_route53_recordset.py             | 275 ++++++++++
 .../test_aws_route53_recordset.snapshot.json  | 479 ++++++++++++++++++
 ...test_aws_route53_recordset.validation.json |  47 ++
 ...oute53_hostedzoneid_weighted_template.yaml |  60 +++
 10 files changed, 962 insertions(+), 114 deletions(-)
 delete mode 100644 tests/aws/services/cloudformation/resources/test_route53.py
 delete mode 100644 tests/aws/services/cloudformation/resources/test_route53.validation.json
 create mode 100644 tests/aws/services/route53/resource_providers/test_aws_route53_healthcheck.py
 rename tests/aws/services/{cloudformation/resources/test_route53.snapshot.json => route53/resource_providers/test_aws_route53_healthcheck.snapshot.json} (85%)
 create mode 100644 tests/aws/services/route53/resource_providers/test_aws_route53_healthcheck.validation.json
 create mode 100644 tests/aws/services/route53/resource_providers/test_aws_route53_recordset.py
 create mode 100644 tests/aws/services/route53/resource_providers/test_aws_route53_recordset.snapshot.json
 create mode 100644 tests/aws/services/route53/resource_providers/test_aws_route53_recordset.validation.json
 create mode 100644 tests/aws/templates/route53_hostedzoneid_weighted_template.yaml

diff --git a/localstack-core/localstack/services/route53/resource_providers/aws_route53_recordset.py b/localstack-core/localstack/services/route53/resource_providers/aws_route53_recordset.py
index e2497adfe09c1..1a985f9f4cde3 100644
--- a/localstack-core/localstack/services/route53/resource_providers/aws_route53_recordset.py
+++ b/localstack-core/localstack/services/route53/resource_providers/aws_route53_recordset.py
@@ -6,6 +6,7 @@
 
 if TYPE_CHECKING:
     from mypy_boto3_route53 import Route53Client
+    from mypy_boto3_route53.type_defs import ResourceRecordSetTypeDef
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
@@ -91,33 +92,7 @@ def create(
             hosted_zone_id = self.get_hosted_zone_id_from_name(hosted_zone_name, route53)
             model["HostedZoneId"] = hosted_zone_id
 
-        attr_names = [
-            "Name",
-            "Type",
-            "SetIdentifier",
-            "Weight",
-            "Region",
-            "GeoLocation",
-            "Failover",
-            "MultiValueAnswer",
-            "TTL",
-            "ResourceRecords",
-            "AliasTarget",
-            "HealthCheckId",
-        ]
-        attrs = util.select_attributes(model, attr_names)
-
-        if "AliasTarget" in attrs:
-            # https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-route53-recordset-aliastarget.html
-            if "EvaluateTargetHealth" not in attrs["AliasTarget"]:
-                attrs["AliasTarget"]["EvaluateTargetHealth"] = False
-        else:
-            # TODO: CNAME & SOA only allow 1 record type. should we check that here?
-            attrs["ResourceRecords"] = [{"Value": record} for record in attrs["ResourceRecords"]]
-
-        if "TTL" in attrs:
-            if isinstance(attrs["TTL"], str):
-                attrs["TTL"] = int(attrs["TTL"])
+        attrs = self._get_resource_record_set_from_model(model)
 
         route53.change_resource_record_sets(
             HostedZoneId=model["HostedZoneId"],
@@ -171,27 +146,15 @@ def delete(
         """
         model = request.previous_state
         route53 = request.aws_client_factory.route53
-        rrset_kwargs = {
-            "Name": model["Name"],
-            "Type": model["Type"],
-        }
-
-        if "AliasTarget" in model:
-            rrset_kwargs["AliasTarget"] = model["AliasTarget"]
-        if "ResourceRecords" in model:
-            rrset_kwargs["ResourceRecords"] = [
-                {"Value": record} for record in model["ResourceRecords"]
-            ]
-        if "TTL" in model:
-            rrset_kwargs["TTL"] = int(model["TTL"])
 
+        resource_record_set = self._get_resource_record_set_from_model(model)
         route53.change_resource_record_sets(
             HostedZoneId=model["HostedZoneId"],
             ChangeBatch={
                 "Changes": [
                     {
                         "Action": "DELETE",
-                        "ResourceRecordSet": rrset_kwargs,
+                        "ResourceRecordSet": resource_record_set,
                     },
                 ]
             },
@@ -210,4 +173,72 @@ def update(
 
 
         """
-        raise NotImplementedError
+        model = request.desired_state
+        prev_model = request.previous_state
+
+        assert request.previous_state is not None
+
+        route53 = request.aws_client_factory.route53
+        changes = []
+
+        if model.get("SetIdentifier") != prev_model.get("SetIdentifier"):
+            prev_rrset = self._get_resource_record_set_from_model(prev_model)
+            changes.append(
+                {
+                    "Action": "DELETE",
+                    "ResourceRecordSet": prev_rrset,
+                }
+            )
+
+        updated_rrset = self._get_resource_record_set_from_model(model)
+        changes.append(
+            {
+                "Action": "UPSERT",
+                "ResourceRecordSet": updated_rrset,
+            }
+        )
+
+        route53.change_resource_record_sets(
+            HostedZoneId=model["HostedZoneId"],
+            ChangeBatch={"Changes": changes},
+        )
+        model["Id"] = model["Name"]
+
+        return ProgressEvent(
+            status=OperationStatus.SUCCESS,
+            resource_model=model,
+        )
+
+    @staticmethod
+    def _get_resource_record_set_from_model(
+        model: Route53RecordSetProperties,
+    ) -> ResourceRecordSetTypeDef:
+        attr_names = [
+            "Name",
+            "Type",
+            "SetIdentifier",
+            "Weight",
+            "Region",
+            "GeoLocation",
+            "Failover",
+            "MultiValueAnswer",
+            "TTL",
+            "ResourceRecords",
+            "AliasTarget",
+            "HealthCheckId",
+        ]
+        attrs = util.select_attributes(model, attr_names)
+
+        if "AliasTarget" in attrs:
+            # https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-route53-recordset-aliastarget.html
+            if "EvaluateTargetHealth" not in attrs["AliasTarget"]:
+                attrs["AliasTarget"]["EvaluateTargetHealth"] = False
+        else:
+            # TODO: CNAME & SOA only allow 1 record type. should we check that here?
+            attrs["ResourceRecords"] = [{"Value": record} for record in attrs["ResourceRecords"]]
+
+        if "TTL" in attrs:
+            if isinstance(attrs["TTL"], str):
+                attrs["TTL"] = int(attrs["TTL"])
+
+        return attrs
diff --git a/tests/aws/services/cloudformation/resources/test_route53.py b/tests/aws/services/cloudformation/resources/test_route53.py
deleted file mode 100644
index 5b5ff47e6ea04..0000000000000
--- a/tests/aws/services/cloudformation/resources/test_route53.py
+++ /dev/null
@@ -1,66 +0,0 @@
-import os
-
-from localstack.testing.pytest import markers
-
-
-@markers.aws.validated
-def test_create_record_set_via_id(route53_hosted_zone, deploy_cfn_template):
-    create_zone_response = route53_hosted_zone()
-    hosted_zone_id = create_zone_response["HostedZone"]["Id"]
-    route53_name = create_zone_response["HostedZone"]["Name"]
-    parameters = {"HostedZoneId": hosted_zone_id, "Name": route53_name}
-    deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../templates/route53_hostedzoneid_template.yaml"
-        ),
-        parameters=parameters,
-        max_wait=300,
-    )
-
-
-@markers.aws.validated
-def test_create_record_set_via_name(deploy_cfn_template, route53_hosted_zone):
-    create_zone_response = route53_hosted_zone()
-    route53_name = create_zone_response["HostedZone"]["Name"]
-    parameters = {"HostedZoneName": route53_name, "Name": route53_name}
-    deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../templates/route53_hostedzonename_template.yaml"
-        ),
-        parameters=parameters,
-    )
-
-
-@markers.aws.validated
-def test_create_record_set_without_resource_record(deploy_cfn_template, route53_hosted_zone):
-    create_zone_response = route53_hosted_zone()
-    hosted_zone_id = create_zone_response["HostedZone"]["Id"]
-    route53_name = create_zone_response["HostedZone"]["Name"]
-    parameters = {"HostedZoneId": hosted_zone_id, "Name": route53_name}
-    deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__),
-            "../../../templates/route53_recordset_without_resource_records.yaml",
-        ),
-        parameters=parameters,
-    )
-
-
-@markers.aws.validated
-@markers.snapshot.skip_snapshot_verify(
-    paths=["$..HealthCheckConfig.EnableSNI", "$..HealthCheckVersion"]
-)
-def test_create_health_check(deploy_cfn_template, aws_client, snapshot):
-    stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__),
-            "../../../templates/route53_healthcheck.yml",
-        ),
-    )
-    health_check_id = stack.outputs["HealthCheckId"]
-    print(health_check_id)
-    health_check = aws_client.route53.get_health_check(HealthCheckId=health_check_id)
-
-    snapshot.add_transformer(snapshot.transform.key_value("Id", "id"))
-    snapshot.add_transformer(snapshot.transform.key_value("CallerReference", "caller-reference"))
-    snapshot.match("HealthCheck", health_check["HealthCheck"])
diff --git a/tests/aws/services/cloudformation/resources/test_route53.validation.json b/tests/aws/services/cloudformation/resources/test_route53.validation.json
deleted file mode 100644
index 8b56e5dacfa51..0000000000000
--- a/tests/aws/services/cloudformation/resources/test_route53.validation.json
+++ /dev/null
@@ -1,5 +0,0 @@
-{
-  "tests/aws/services/cloudformation/resources/test_route53.py::test_create_health_check": {
-    "last_validated_date": "2023-09-22T11:50:49+00:00"
-  }
-}
diff --git a/tests/aws/services/route53/resource_providers/test_aws_route53_healthcheck.py b/tests/aws/services/route53/resource_providers/test_aws_route53_healthcheck.py
new file mode 100644
index 0000000000000..38a8601781c5c
--- /dev/null
+++ b/tests/aws/services/route53/resource_providers/test_aws_route53_healthcheck.py
@@ -0,0 +1,22 @@
+import os
+
+from localstack.testing.pytest import markers
+
+
+@markers.aws.validated
+@markers.snapshot.skip_snapshot_verify(
+    paths=["$..HealthCheckConfig.EnableSNI", "$..HealthCheckVersion"]
+)
+def test_create_health_check(deploy_cfn_template, aws_client, snapshot):
+    stack = deploy_cfn_template(
+        template_path=os.path.join(
+            os.path.dirname(__file__),
+            "../../../templates/route53_healthcheck.yml",
+        ),
+    )
+    health_check_id = stack.outputs["HealthCheckId"]
+    health_check = aws_client.route53.get_health_check(HealthCheckId=health_check_id)
+
+    snapshot.add_transformer(snapshot.transform.key_value("Id", "id"))
+    snapshot.add_transformer(snapshot.transform.key_value("CallerReference", "caller-reference"))
+    snapshot.match("HealthCheck", health_check["HealthCheck"])
diff --git a/tests/aws/services/cloudformation/resources/test_route53.snapshot.json b/tests/aws/services/route53/resource_providers/test_aws_route53_healthcheck.snapshot.json
similarity index 85%
rename from tests/aws/services/cloudformation/resources/test_route53.snapshot.json
rename to tests/aws/services/route53/resource_providers/test_aws_route53_healthcheck.snapshot.json
index 78372c10e3b32..8c3e241e6575d 100644
--- a/tests/aws/services/cloudformation/resources/test_route53.snapshot.json
+++ b/tests/aws/services/route53/resource_providers/test_aws_route53_healthcheck.snapshot.json
@@ -1,5 +1,5 @@
 {
-  "tests/aws/services/cloudformation/resources/test_route53.py::test_create_health_check": {
+  "tests/aws/services/route53/resource_providers/test_aws_route53_healthcheck.py::test_create_health_check": {
     "recorded-date": "22-09-2023, 13:50:49",
     "recorded-content": {
       "HealthCheck": {
diff --git a/tests/aws/services/route53/resource_providers/test_aws_route53_healthcheck.validation.json b/tests/aws/services/route53/resource_providers/test_aws_route53_healthcheck.validation.json
new file mode 100644
index 0000000000000..1e9af599b11be
--- /dev/null
+++ b/tests/aws/services/route53/resource_providers/test_aws_route53_healthcheck.validation.json
@@ -0,0 +1,5 @@
+{
+  "tests/aws/services/route53/resource_providers/test_aws_route53_healthcheck.py::test_create_health_check": {
+    "last_validated_date": "2023-09-22T11:50:49+00:00"
+  }
+}
diff --git a/tests/aws/services/route53/resource_providers/test_aws_route53_recordset.py b/tests/aws/services/route53/resource_providers/test_aws_route53_recordset.py
new file mode 100644
index 0000000000000..1da7bd0d8bc50
--- /dev/null
+++ b/tests/aws/services/route53/resource_providers/test_aws_route53_recordset.py
@@ -0,0 +1,275 @@
+import os
+from typing import Literal
+
+import pytest
+
+from localstack.config import S3_STATIC_WEBSITE_HOSTNAME
+from localstack.constants import AWS_REGION_US_EAST_1
+from localstack.testing.aws.util import is_aws_cloud
+from localstack.testing.pytest import markers
+from localstack.utils.strings import short_uid
+from localstack.utils.urls import localstack_host
+
+
+@pytest.fixture
+def record_set_transformers(snapshot):
+    snapshot.add_transformers_list(
+        [
+            snapshot.transform.jsonpath(
+                "$..ResourceRecords..Value.[*]", value_replacement="resource-record"
+            ),
+            snapshot.transform.jsonpath(
+                "$..ResourceRecordSets..Name", value_replacement="record-name"
+            ),
+        ]
+    )
+
+
+@pytest.fixture
+def get_s3_website_host_and_hosted_zone_id(aws_client_factory, s3_create_bucket_with_client):
+    # to be able to deploy an AliasTarget in AWS, we need a valid target. We will use an S3 bucket here
+    # The HostedZoneId field depends on the region the bucket is deployed in
+    # See https://docs.aws.amazon.com/general/latest/gr/s3.html#auto-endpoints-website-s3
+
+    s3_hosted_zone_ids = {
+        AWS_REGION_US_EAST_1: "Z3AQBSTGFYJSTF",
+        "us-west-1": "Z2F56UZL2M1ACD",
+    }
+
+    def _create_s3_website(region_name: Literal["us-east-1", "us-west-1"]):
+        bucket_name = f"bucket-cfn-{short_uid()}"
+        hosted_zone_id = s3_hosted_zone_ids[region_name]
+
+        s3_client = aws_client_factory(region_name=region_name).s3
+        s3_params = {}
+        if region_name != AWS_REGION_US_EAST_1:
+            s3_params["CreateBucketConfiguration"] = {"LocationConstraint": region_name}
+        s3_create_bucket_with_client(s3_client, Bucket=bucket_name, **s3_params)
+        s3_client.put_bucket_website(
+            Bucket=bucket_name,
+            WebsiteConfiguration={
+                "IndexDocument": {"Suffix": "index.html"},
+            },
+        )
+        if is_aws_cloud():
+            # beware if adding more regions, it can be `-` or `.` between the `s3-website` and the region name
+            s3_website_url = f"{bucket_name}.s3-website-{region_name}.amazonaws.com"
+        else:
+            s3_website_url = f"{bucket_name}.{S3_STATIC_WEBSITE_HOSTNAME}:{localstack_host().port}"
+
+        return s3_website_url, hosted_zone_id
+
+    yield _create_s3_website
+
+
+@markers.aws.validated
+@markers.snapshot.skip_snapshot_verify(
+    paths=[
+        # Moto returns a different value (300 instead of 100) when not provided
+        "$..MaxItems",
+        # Different hardcoded value in the SOA record compared to Amazon
+        "$..ResourceRecordSets.[2].ResourceRecords.[0].Value",
+    ]
+)
+def test_create_record_set_via_id(
+    route53_hosted_zone, aws_client, deploy_cfn_template, snapshot, record_set_transformers
+):
+    create_zone_response = route53_hosted_zone()
+    hosted_zone_id = create_zone_response["HostedZone"]["Id"]
+    route53_name = create_zone_response["HostedZone"]["Name"]
+    parameters = {"HostedZoneId": hosted_zone_id, "Name": route53_name}
+    deploy_cfn_template(
+        template_path=os.path.join(
+            os.path.dirname(__file__), "../../../templates/route53_hostedzoneid_template.yaml"
+        ),
+        parameters=parameters,
+        max_wait=300,
+    )
+    rr_sets = aws_client.route53.list_resource_record_sets(HostedZoneId=hosted_zone_id)
+    snapshot.match("record-sets", rr_sets)
+
+
+@markers.aws.validated
+@markers.snapshot.skip_snapshot_verify(
+    paths=[
+        # Moto returns a different value (300 instead of 100) when not provided
+        "$..MaxItems",
+        # Different hardcoded value in the SOA record compared to Amazon
+        "$..ResourceRecordSets.[2].ResourceRecords.[0].Value",
+    ]
+)
+def test_create_record_set_via_name(
+    deploy_cfn_template, aws_client, route53_hosted_zone, snapshot, record_set_transformers
+):
+    create_zone_response = route53_hosted_zone()
+    route53_name = create_zone_response["HostedZone"]["Name"]
+    parameters = {"HostedZoneName": route53_name, "Name": route53_name}
+    deploy_cfn_template(
+        template_path=os.path.join(
+            os.path.dirname(__file__), "../../../templates/route53_hostedzonename_template.yaml"
+        ),
+        parameters=parameters,
+    )
+    rr_sets = aws_client.route53.list_resource_record_sets(
+        HostedZoneId=create_zone_response["HostedZone"]["Id"]
+    )
+    snapshot.match("record-sets", rr_sets)
+
+
+@markers.aws.validated
+@markers.snapshot.skip_snapshot_verify(
+    paths=[
+        # Moto returns a different value (300 instead of 100) when not provided
+        "$..MaxItems",
+        # Different hardcoded value in the SOA record compared to Amazon
+        "$..ResourceRecordSets.[2].ResourceRecords.[0].Value",
+    ]
+)
+def test_create_record_set_without_resource_record(
+    deploy_cfn_template, aws_client, route53_hosted_zone, snapshot, record_set_transformers
+):
+    create_zone_response = route53_hosted_zone()
+    hosted_zone_id = create_zone_response["HostedZone"]["Id"]
+    route53_name = create_zone_response["HostedZone"]["Name"]
+    parameters = {"HostedZoneId": hosted_zone_id, "Name": route53_name}
+    deploy_cfn_template(
+        template_path=os.path.join(
+            os.path.dirname(__file__),
+            "../../../templates/route53_recordset_without_resource_records.yaml",
+        ),
+        parameters=parameters,
+    )
+    rr_sets = aws_client.route53.list_resource_record_sets(HostedZoneId=hosted_zone_id)
+    snapshot.match("record-sets", rr_sets)
+
+
+@markers.aws.validated
+@markers.snapshot.skip_snapshot_verify(
+    paths=[
+        # Moto returns a different value (300 instead of 100) when not provided
+        "$..MaxItems",
+        # Different hardcoded value in the SOA record compared to Amazon
+        "$..ResourceRecordSets.[3].ResourceRecords.[0].Value",
+    ]
+)
+def test_create_multiple_weighted_alias_target_record_sets(
+    route53_hosted_zone,
+    aws_client,
+    deploy_cfn_template,
+    snapshot,
+    record_set_transformers,
+    get_s3_website_host_and_hosted_zone_id,
+):
+    snapshot.add_transformer(snapshot.transform.key_value("DNSName"))
+    bucket_1_host, bucket_1_hosted_zone_id = get_s3_website_host_and_hosted_zone_id(
+        AWS_REGION_US_EAST_1
+    )
+    bucket_2_host, bucket_2_hosted_zone_id = get_s3_website_host_and_hosted_zone_id("us-west-1")
+    create_zone_response = route53_hosted_zone()
+    hosted_zone_id = create_zone_response["HostedZone"]["Id"]
+    route53_name = create_zone_response["HostedZone"]["Name"]
+    parameters = {
+        "HostedZoneId": hosted_zone_id,
+        "Name": route53_name,
+        "BucketRegionOneHost": bucket_1_host,
+        "BucketRegionOneHostedZoneId": bucket_1_hosted_zone_id,
+        "BucketRegionTwoHost": bucket_2_host,
+        "BucketRegionTwoHostedZoneId": bucket_2_hosted_zone_id,
+    }
+
+    deploy_cfn_template(
+        template_path=os.path.join(
+            os.path.dirname(__file__),
+            "../../../templates/route53_hostedzoneid_weighted_template.yaml",
+        ),
+        parameters=parameters,
+        max_wait=300 if is_aws_cloud() else 60,
+    )
+    rr_sets = aws_client.route53.list_resource_record_sets(HostedZoneId=hosted_zone_id)
+    snapshot.match("record-sets", rr_sets)
+
+
+@markers.aws.validated
+@markers.snapshot.skip_snapshot_verify(
+    paths=[
+        # Moto returns a different value (300 instead of 100) when not provided
+        "$..MaxItems",
+        # Different hardcoded value in the SOA record compared to Amazon
+        "$..ResourceRecordSets.[3].ResourceRecords.[0].Value",
+    ]
+)
+def test_update_multiple_weighted_alias_target_record_sets(
+    route53_hosted_zone,
+    aws_client,
+    deploy_cfn_template,
+    snapshot,
+    record_set_transformers,
+    get_s3_website_host_and_hosted_zone_id,
+):
+    snapshot.add_transformer(snapshot.transform.key_value("DNSName"))
+    bucket_1_host, bucket_1_hosted_zone_id = get_s3_website_host_and_hosted_zone_id(
+        AWS_REGION_US_EAST_1
+    )
+    bucket_2_host, bucket_2_hosted_zone_id = get_s3_website_host_and_hosted_zone_id("us-west-1")
+    create_zone_response = route53_hosted_zone()
+    hosted_zone_id = create_zone_response["HostedZone"]["Id"]
+    route53_name = create_zone_response["HostedZone"]["Name"]
+    parameters = {
+        "HostedZoneId": hosted_zone_id,
+        "Name": route53_name,
+        "BucketRegionOneHost": bucket_1_host,
+        "BucketRegionOneHostedZoneId": bucket_1_hosted_zone_id,
+        "BucketRegionTwoHost": bucket_2_host,
+        "BucketRegionTwoHostedZoneId": bucket_2_hosted_zone_id,
+    }
+    template_path = os.path.join(
+        os.path.dirname(__file__),
+        "../../../templates/route53_hostedzoneid_weighted_template.yaml",
+    )
+
+    result = deploy_cfn_template(
+        template_path=template_path,
+        parameters=parameters,
+        max_wait=300 if is_aws_cloud() else 60,
+    )
+    stack_name = result.stack_name
+    rr_sets = aws_client.route53.list_resource_record_sets(HostedZoneId=hosted_zone_id)
+    snapshot.match("record-sets", rr_sets)
+
+    parameters["WeightBucketOne"] = "50"
+    parameters["WeightBucketTwo"] = "100"
+
+    deploy_cfn_template(
+        template_path=template_path,
+        parameters=parameters,
+        max_wait=300 if is_aws_cloud() else 60,
+        is_update=True,
+        stack_name=stack_name,
+    )
+    rr_sets = aws_client.route53.list_resource_record_sets(HostedZoneId=hosted_zone_id)
+    snapshot.match("record-sets-update-weights", rr_sets)
+
+    parameters["BucketRegionTwoHost"] = bucket_1_host
+    parameters["BucketRegionTwoHostedZoneId"] = bucket_1_hosted_zone_id
+
+    deploy_cfn_template(
+        template_path=template_path,
+        parameters=parameters,
+        max_wait=300 if is_aws_cloud() else 60,
+        is_update=True,
+        stack_name=stack_name,
+    )
+    rr_sets = aws_client.route53.list_resource_record_sets(HostedZoneId=hosted_zone_id)
+    snapshot.match("record-sets-update-alias-target", rr_sets)
+
+    parameters["BucketTwoSetIdentifier"] = "region-3"
+
+    deploy_cfn_template(
+        template_path=template_path,
+        parameters=parameters,
+        max_wait=300 if is_aws_cloud() else 60,
+        is_update=True,
+        stack_name=stack_name,
+    )
+    rr_sets = aws_client.route53.list_resource_record_sets(HostedZoneId=hosted_zone_id)
+    snapshot.match("record-sets-update-set-identifier", rr_sets)
diff --git a/tests/aws/services/route53/resource_providers/test_aws_route53_recordset.snapshot.json b/tests/aws/services/route53/resource_providers/test_aws_route53_recordset.snapshot.json
new file mode 100644
index 0000000000000..8f67670f39633
--- /dev/null
+++ b/tests/aws/services/route53/resource_providers/test_aws_route53_recordset.snapshot.json
@@ -0,0 +1,479 @@
+{
+  "tests/aws/services/route53/resource_providers/test_aws_route53_recordset.py::test_create_record_set_via_id": {
+    "recorded-date": "15-01-2026, 17:26:46",
+    "recorded-content": {
+      "record-sets": {
+        "IsTruncated": false,
+        "MaxItems": "100",
+        "ResourceRecordSets": [
+          {
+            "Name": "<record-name:1>",
+            "ResourceRecords": [
+              {
+                "Value": "<resource-record:1>"
+              }
+            ],
+            "TTL": 900,
+            "Type": "A"
+          },
+          {
+            "Name": "<record-name:1>",
+            "ResourceRecords": [
+              {
+                "Value": "<resource-record:2>"
+              },
+              {
+                "Value": "<resource-record:3>"
+              },
+              {
+                "Value": "<resource-record:4>"
+              },
+              {
+                "Value": "<resource-record:5>"
+              }
+            ],
+            "TTL": 172800,
+            "Type": "NS"
+          },
+          {
+            "Name": "<record-name:1>",
+            "ResourceRecords": [
+              {
+                "Value": "<resource-record:2> awsdns-hostmaster.amazon.com. 1 7200 900 1209600 86400"
+              }
+            ],
+            "TTL": 900,
+            "Type": "SOA"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/route53/resource_providers/test_aws_route53_recordset.py::test_create_record_set_via_name": {
+    "recorded-date": "15-01-2026, 17:31:53",
+    "recorded-content": {
+      "record-sets": {
+        "IsTruncated": false,
+        "MaxItems": "100",
+        "ResourceRecordSets": [
+          {
+            "Name": "<record-name:1>",
+            "ResourceRecords": [
+              {
+                "Value": "<resource-record:1>"
+              }
+            ],
+            "TTL": 900,
+            "Type": "A"
+          },
+          {
+            "Name": "<record-name:1>",
+            "ResourceRecords": [
+              {
+                "Value": "<resource-record:2>"
+              },
+              {
+                "Value": "<resource-record:3>"
+              },
+              {
+                "Value": "<resource-record:4>"
+              },
+              {
+                "Value": "<resource-record:5>"
+              }
+            ],
+            "TTL": 172800,
+            "Type": "NS"
+          },
+          {
+            "Name": "<record-name:1>",
+            "ResourceRecords": [
+              {
+                "Value": "<resource-record:2> awsdns-hostmaster.amazon.com. 1 7200 900 1209600 86400"
+              }
+            ],
+            "TTL": 900,
+            "Type": "SOA"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/route53/resource_providers/test_aws_route53_recordset.py::test_create_record_set_without_resource_record": {
+    "recorded-date": "15-01-2026, 17:36:56",
+    "recorded-content": {
+      "record-sets": {
+        "IsTruncated": false,
+        "MaxItems": "100",
+        "ResourceRecordSets": [
+          {
+            "Name": "<record-name:1>",
+            "ResourceRecords": [
+              {
+                "Value": "<resource-record:1>"
+              }
+            ],
+            "TTL": 900,
+            "Type": "A"
+          },
+          {
+            "Name": "<record-name:1>",
+            "ResourceRecords": [
+              {
+                "Value": "<resource-record:2>"
+              },
+              {
+                "Value": "<resource-record:3>"
+              },
+              {
+                "Value": "<resource-record:4>"
+              },
+              {
+                "Value": "<resource-record:5>"
+              }
+            ],
+            "TTL": 172800,
+            "Type": "NS"
+          },
+          {
+            "Name": "<record-name:1>",
+            "ResourceRecords": [
+              {
+                "Value": "<resource-record:2> awsdns-hostmaster.amazon.com. 1 7200 900 1209600 86400"
+              }
+            ],
+            "TTL": 900,
+            "Type": "SOA"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/route53/resource_providers/test_aws_route53_recordset.py::test_create_multiple_weighted_alias_target_record_sets": {
+    "recorded-date": "26-01-2026, 18:57:04",
+    "recorded-content": {
+      "record-sets": {
+        "IsTruncated": false,
+        "MaxItems": "100",
+        "ResourceRecordSets": [
+          {
+            "AliasTarget": {
+              "DNSName": "<d-n-s-name:1>",
+              "EvaluateTargetHealth": false,
+              "HostedZoneId": "Z3AQBSTGFYJSTF"
+            },
+            "Name": "<record-name:1>",
+            "SetIdentifier": "region-1",
+            "Type": "A",
+            "Weight": 255
+          },
+          {
+            "AliasTarget": {
+              "DNSName": "<d-n-s-name:2>",
+              "EvaluateTargetHealth": false,
+              "HostedZoneId": "Z2F56UZL2M1ACD"
+            },
+            "Name": "<record-name:1>",
+            "SetIdentifier": "region-2",
+            "Type": "A",
+            "Weight": 0
+          },
+          {
+            "Name": "<record-name:1>",
+            "ResourceRecords": [
+              {
+                "Value": "<resource-record:1>"
+              },
+              {
+                "Value": "<resource-record:2>"
+              },
+              {
+                "Value": "<resource-record:3>"
+              },
+              {
+                "Value": "<resource-record:4>"
+              }
+            ],
+            "TTL": 172800,
+            "Type": "NS"
+          },
+          {
+            "Name": "<record-name:1>",
+            "ResourceRecords": [
+              {
+                "Value": "<resource-record:1> awsdns-hostmaster.amazon.com. 1 7200 900 1209600 86400"
+              }
+            ],
+            "TTL": 900,
+            "Type": "SOA"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/route53/resource_providers/test_aws_route53_recordset.py::test_update_multiple_weighted_alias_target_record_sets": {
+    "recorded-date": "26-01-2026, 18:51:15",
+    "recorded-content": {
+      "record-sets": {
+        "IsTruncated": false,
+        "MaxItems": "100",
+        "ResourceRecordSets": [
+          {
+            "AliasTarget": {
+              "DNSName": "<d-n-s-name:1>",
+              "EvaluateTargetHealth": false,
+              "HostedZoneId": "Z3AQBSTGFYJSTF"
+            },
+            "Name": "<record-name:1>",
+            "SetIdentifier": "region-1",
+            "Type": "A",
+            "Weight": 255
+          },
+          {
+            "AliasTarget": {
+              "DNSName": "<d-n-s-name:2>",
+              "EvaluateTargetHealth": false,
+              "HostedZoneId": "Z2F56UZL2M1ACD"
+            },
+            "Name": "<record-name:1>",
+            "SetIdentifier": "region-2",
+            "Type": "A",
+            "Weight": 0
+          },
+          {
+            "Name": "<record-name:1>",
+            "ResourceRecords": [
+              {
+                "Value": "<resource-record:1>"
+              },
+              {
+                "Value": "<resource-record:2>"
+              },
+              {
+                "Value": "<resource-record:3>"
+              },
+              {
+                "Value": "<resource-record:4>"
+              }
+            ],
+            "TTL": 172800,
+            "Type": "NS"
+          },
+          {
+            "Name": "<record-name:1>",
+            "ResourceRecords": [
+              {
+                "Value": "<resource-record:1> awsdns-hostmaster.amazon.com. 1 7200 900 1209600 86400"
+              }
+            ],
+            "TTL": 900,
+            "Type": "SOA"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "record-sets-update-weights": {
+        "IsTruncated": false,
+        "MaxItems": "100",
+        "ResourceRecordSets": [
+          {
+            "AliasTarget": {
+              "DNSName": "<d-n-s-name:1>",
+              "EvaluateTargetHealth": false,
+              "HostedZoneId": "Z3AQBSTGFYJSTF"
+            },
+            "Name": "<record-name:1>",
+            "SetIdentifier": "region-1",
+            "Type": "A",
+            "Weight": 50
+          },
+          {
+            "AliasTarget": {
+              "DNSName": "<d-n-s-name:2>",
+              "EvaluateTargetHealth": false,
+              "HostedZoneId": "Z2F56UZL2M1ACD"
+            },
+            "Name": "<record-name:1>",
+            "SetIdentifier": "region-2",
+            "Type": "A",
+            "Weight": 100
+          },
+          {
+            "Name": "<record-name:1>",
+            "ResourceRecords": [
+              {
+                "Value": "<resource-record:1>"
+              },
+              {
+                "Value": "<resource-record:2>"
+              },
+              {
+                "Value": "<resource-record:3>"
+              },
+              {
+                "Value": "<resource-record:4>"
+              }
+            ],
+            "TTL": 172800,
+            "Type": "NS"
+          },
+          {
+            "Name": "<record-name:1>",
+            "ResourceRecords": [
+              {
+                "Value": "<resource-record:1> awsdns-hostmaster.amazon.com. 1 7200 900 1209600 86400"
+              }
+            ],
+            "TTL": 900,
+            "Type": "SOA"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "record-sets-update-alias-target": {
+        "IsTruncated": false,
+        "MaxItems": "100",
+        "ResourceRecordSets": [
+          {
+            "AliasTarget": {
+              "DNSName": "<d-n-s-name:1>",
+              "EvaluateTargetHealth": false,
+              "HostedZoneId": "Z3AQBSTGFYJSTF"
+            },
+            "Name": "<record-name:1>",
+            "SetIdentifier": "region-1",
+            "Type": "A",
+            "Weight": 50
+          },
+          {
+            "AliasTarget": {
+              "DNSName": "<d-n-s-name:1>",
+              "EvaluateTargetHealth": false,
+              "HostedZoneId": "Z3AQBSTGFYJSTF"
+            },
+            "Name": "<record-name:1>",
+            "SetIdentifier": "region-2",
+            "Type": "A",
+            "Weight": 100
+          },
+          {
+            "Name": "<record-name:1>",
+            "ResourceRecords": [
+              {
+                "Value": "<resource-record:1>"
+              },
+              {
+                "Value": "<resource-record:2>"
+              },
+              {
+                "Value": "<resource-record:3>"
+              },
+              {
+                "Value": "<resource-record:4>"
+              }
+            ],
+            "TTL": 172800,
+            "Type": "NS"
+          },
+          {
+            "Name": "<record-name:1>",
+            "ResourceRecords": [
+              {
+                "Value": "<resource-record:1> awsdns-hostmaster.amazon.com. 1 7200 900 1209600 86400"
+              }
+            ],
+            "TTL": 900,
+            "Type": "SOA"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "record-sets-update-set-identifier": {
+        "IsTruncated": false,
+        "MaxItems": "100",
+        "ResourceRecordSets": [
+          {
+            "AliasTarget": {
+              "DNSName": "<d-n-s-name:1>",
+              "EvaluateTargetHealth": false,
+              "HostedZoneId": "Z3AQBSTGFYJSTF"
+            },
+            "Name": "<record-name:1>",
+            "SetIdentifier": "region-1",
+            "Type": "A",
+            "Weight": 50
+          },
+          {
+            "AliasTarget": {
+              "DNSName": "<d-n-s-name:1>",
+              "EvaluateTargetHealth": false,
+              "HostedZoneId": "Z3AQBSTGFYJSTF"
+            },
+            "Name": "<record-name:1>",
+            "SetIdentifier": "region-3",
+            "Type": "A",
+            "Weight": 100
+          },
+          {
+            "Name": "<record-name:1>",
+            "ResourceRecords": [
+              {
+                "Value": "<resource-record:1>"
+              },
+              {
+                "Value": "<resource-record:2>"
+              },
+              {
+                "Value": "<resource-record:3>"
+              },
+              {
+                "Value": "<resource-record:4>"
+              }
+            ],
+            "TTL": 172800,
+            "Type": "NS"
+          },
+          {
+            "Name": "<record-name:1>",
+            "ResourceRecords": [
+              {
+                "Value": "<resource-record:1> awsdns-hostmaster.amazon.com. 1 7200 900 1209600 86400"
+              }
+            ],
+            "TTL": 900,
+            "Type": "SOA"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  }
+}
diff --git a/tests/aws/services/route53/resource_providers/test_aws_route53_recordset.validation.json b/tests/aws/services/route53/resource_providers/test_aws_route53_recordset.validation.json
new file mode 100644
index 0000000000000..5674342db3010
--- /dev/null
+++ b/tests/aws/services/route53/resource_providers/test_aws_route53_recordset.validation.json
@@ -0,0 +1,47 @@
+{
+  "tests/aws/services/route53/resource_providers/test_aws_route53_recordset.py::test_create_multiple_weighted_alias_target_record_sets": {
+    "last_validated_date": "2026-01-26T18:57:39+00:00",
+    "durations_in_seconds": {
+      "setup": 0.51,
+      "call": 44.54,
+      "teardown": 37.78,
+      "total": 82.83
+    }
+  },
+  "tests/aws/services/route53/resource_providers/test_aws_route53_recordset.py::test_create_record_set_via_id": {
+    "last_validated_date": "2026-01-15T17:27:21+00:00",
+    "durations_in_seconds": {
+      "setup": 0.49,
+      "call": 43.43,
+      "teardown": 35.61,
+      "total": 79.53
+    }
+  },
+  "tests/aws/services/route53/resource_providers/test_aws_route53_recordset.py::test_create_record_set_via_name": {
+    "last_validated_date": "2026-01-15T17:32:28+00:00",
+    "durations_in_seconds": {
+      "setup": 0.47,
+      "call": 40.54,
+      "teardown": 34.81,
+      "total": 75.82
+    }
+  },
+  "tests/aws/services/route53/resource_providers/test_aws_route53_recordset.py::test_create_record_set_without_resource_record": {
+    "last_validated_date": "2026-01-15T17:37:31+00:00",
+    "durations_in_seconds": {
+      "setup": 0.47,
+      "call": 42.68,
+      "teardown": 34.81,
+      "total": 77.96
+    }
+  },
+  "tests/aws/services/route53/resource_providers/test_aws_route53_recordset.py::test_update_multiple_weighted_alias_target_record_sets": {
+    "last_validated_date": "2026-01-26T18:51:51+00:00",
+    "durations_in_seconds": {
+      "setup": 0.49,
+      "call": 174.99,
+      "teardown": 38.78,
+      "total": 214.26
+    }
+  }
+}
diff --git a/tests/aws/templates/route53_hostedzoneid_weighted_template.yaml b/tests/aws/templates/route53_hostedzoneid_weighted_template.yaml
new file mode 100644
index 0000000000000..03f6e1a7c5b3e
--- /dev/null
+++ b/tests/aws/templates/route53_hostedzoneid_weighted_template.yaml
@@ -0,0 +1,60 @@
+Parameters:
+  Name:
+    Type: String
+  HostedZoneId:
+    Type: String
+  BucketRegionOneHost:
+    Type: String
+  BucketRegionOneHostedZoneId:
+    Type: String
+  BucketRegionTwoHost:
+    Type: String
+  BucketRegionTwoHostedZoneId:
+    Type: String
+  WeightBucketOne:
+    Type: Number
+    Default: 255
+  WeightBucketTwo:
+    Type: Number
+    Default: 0
+  BucketOneSetIdentifier:
+    Type: String
+    Default: region-1
+  BucketTwoSetIdentifier:
+    Type: String
+    Default: region-2
+
+Resources:
+  ApiWeightedRecordSetOne:
+    Type: AWS::Route53::RecordSet
+    Properties:
+      HostedZoneId: !Ref HostedZoneId
+      Name: !Ref Name
+      Type: A
+      SetIdentifier: !Ref BucketOneSetIdentifier
+      Weight: !Ref WeightBucketOne
+      AliasTarget:
+        DNSName: !Ref BucketRegionOneHost
+        HostedZoneId: !Ref BucketRegionOneHostedZoneId
+        EvaluateTargetHealth: false
+
+  ApiWeightedRecordSetTwo:
+    Type: AWS::Route53::RecordSet
+    Properties:
+      HostedZoneId: !Ref HostedZoneId
+      Name: !Ref Name
+      Type: A
+      SetIdentifier: !Ref BucketTwoSetIdentifier
+      Weight: !Ref WeightBucketTwo
+      AliasTarget:
+        DNSName: !Ref BucketRegionTwoHost
+        HostedZoneId: !Ref BucketRegionTwoHostedZoneId
+        EvaluateTargetHealth: false
+
+Outputs:
+  RecordSetOneId:
+    Value:
+      Ref: ApiWeightedRecordSetOne
+  RecordSetTwoId:
+    Value:
+      Ref: ApiWeightedRecordSetTwo

From 0073e19068f515ccaa62787daec9b3ba8929a902 Mon Sep 17 00:00:00 2001
From: Alex Rashed <2796604+alexrashed@users.noreply.github.com>
Date: Fri, 30 Jan 2026 08:12:24 +0100
Subject: [PATCH 553/697] switch to commit-time plux entrypoint detection
 (#13643)

---
 .github/workflows/aws-tests.yml               |   3 +
 .github/workflows/tests-pro-integration.yml   |  15 --
 .pre-commit-config.yaml                       |   2 +
 Dockerfile                                    |   6 +-
 Dockerfile.s3                                 |   6 +-
 Makefile                                      |  14 +-
 docs/localstack-concepts/README.md            |   4 +-
 .../cloudformation/scaffolding/__main__.py    |   2 +-
 plux.ini                                      | 227 ++++++++++++++++++
 pyproject.toml                                |  10 +-
 10 files changed, 251 insertions(+), 38 deletions(-)
 create mode 100644 plux.ini

diff --git a/.github/workflows/aws-tests.yml b/.github/workflows/aws-tests.yml
index 5bcb8edfd9ca7..57bfc2d8fec92 100644
--- a/.github/workflows/aws-tests.yml
+++ b/.github/workflows/aws-tests.yml
@@ -225,6 +225,9 @@ jobs:
       - name: Linting
         run: make lint
 
+      - name: Verify Plux Entrypoints
+        run: make entrypoints && git diff --exit-code plux.ini
+
       - name: Check AWS compatibility markers
         run: make check-aws-markers
 
diff --git a/.github/workflows/tests-pro-integration.yml b/.github/workflows/tests-pro-integration.yml
index 0de54c9a34526..468c3b1c064d9 100644
--- a/.github/workflows/tests-pro-integration.yml
+++ b/.github/workflows/tests-pro-integration.yml
@@ -280,21 +280,6 @@ jobs:
           source .venv/bin/activate
           pip install -e ../localstack[runtime,test]
 
-      - name: Create Community Entrypoints
-        working-directory: localstack
-        # Entrypoints need to be generated _after_ the community edition has been linked into the venv
-        run: |
-          VENV_DIR="../localstack-pro/.venv" make entrypoints
-          ../localstack-pro/.venv/bin/python -m plux show
-
-      - name: Create Pro Entrypoints
-        working-directory: localstack-pro
-        # Entrypoints need to be generated _after_ the community edition has been linked into the venv
-        run: |
-          make entrypoints
-          cd localstack-pro-core
-          ../.venv/bin/python -m plux show
-
       - name: Test Pro Startup
         env:
           DEBUG: 1
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index a7fa8ed587000..9281c44024175 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -1,5 +1,6 @@
 # See https://pre-commit.com for more information
 # See https://pre-commit.com/hooks.html for more hooks
+# TODO add pre-commit hook for plux entrypoints reconciliation on changed files
 repos:
   - repo: https://github.com/astral-sh/ruff-pre-commit
     # Ruff version.
@@ -22,6 +23,7 @@ repos:
     hooks:
       - id: no-commit-to-branch
       - id: end-of-file-fixer
+        exclude: "plux.ini"
       - id: trailing-whitespace
       - id: check-json
         files: .*\.(snapshot|validation)\.json
diff --git a/Dockerfile b/Dockerfile
index bf3fdc56e2b05..1981d532d436c 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -129,7 +129,7 @@ COPY --from=builder /opt/code/localstack/.venv /opt/code/localstack/.venv
 ARG LOCALSTACK_BUILD_VERSION
 
 # add project files necessary to install all dependencies
-ADD Makefile pyproject.toml ./
+ADD Makefile pyproject.toml plux.ini ./
 # add the localstack start scripts (necessary for the installation of the runtime dependencies, i.e. `pip install -e .`)
 ADD bin/localstack bin/localstack.bat bin/localstack-supervisor bin/
 
@@ -142,10 +142,6 @@ RUN --mount=type=cache,target=/root/.cache \
     SETUPTOOLS_SCM_PRETEND_VERSION_FOR_LOCALSTACK_CORE=${LOCALSTACK_BUILD_VERSION} \
     pip install -e .[runtime]
 
-# Generate the plugin entrypoints
-RUN SETUPTOOLS_SCM_PRETEND_VERSION_FOR_LOCALSTACK_CORE=${LOCALSTACK_BUILD_VERSION} \
-    make entrypoints
-
 # Generate service catalog cache in static libs dir
 RUN . .venv/bin/activate && python3 -m localstack.aws.spec
 
diff --git a/Dockerfile.s3 b/Dockerfile.s3
index d2d894c7a2696..7aeeef4e8bc4e 100644
--- a/Dockerfile.s3
+++ b/Dockerfile.s3
@@ -76,7 +76,7 @@ COPY --from=builder /opt/code/localstack/.venv /opt/code/localstack/.venv
 ARG LOCALSTACK_BUILD_VERSION
 
 # add project files necessary to install all dependencies
-ADD Makefile pyproject.toml requirements-base-runtime.txt ./
+ADD Makefile pyproject.toml plux.ini requirements-base-runtime.txt ./
 # add the localstack start scripts (necessary for the installation of the runtime dependencies, i.e. `pip install -e .`)
 ADD bin/localstack bin/localstack.bat bin/localstack-supervisor bin/
 
@@ -89,10 +89,6 @@ RUN --mount=type=cache,target=/root/.cache \
     SETUPTOOLS_SCM_PRETEND_VERSION_FOR_LOCALSTACK_CORE=${LOCALSTACK_BUILD_VERSION} \
     pip install -e .[base-runtime]
 
-# Generate the plugin entrypoints
-RUN SETUPTOOLS_SCM_PRETEND_VERSION_FOR_LOCALSTACK_CORE=${LOCALSTACK_BUILD_VERSION} \
-    make entrypoints
-
 # Generate service catalog cache in static libs dir
 RUN . .venv/bin/activate && python3 -m localstack.aws.spec
 
diff --git a/Makefile b/Makefile
index 3282551aa8787..03babaabd5d5d 100644
--- a/Makefile
+++ b/Makefile
@@ -27,7 +27,7 @@ usage:                    ## Show this help
 
 $(VENV_ACTIVATE): pyproject.toml
 	test -d $(VENV_DIR) || $(VENV_BIN) $(VENV_DIR)
-	$(VENV_RUN); $(PIP_CMD) install --upgrade pip setuptools wheel plux
+	$(VENV_RUN); $(PIP_CMD) install --upgrade pip setuptools wheel
 	touch $(VENV_ACTIVATE)
 
 venv: $(VENV_ACTIVATE)    ## Create a new (empty) virtual environment
@@ -69,14 +69,14 @@ install-s3: venv     ## Install dependencies for the localstack runtime for s3-o
 	$(VENV_RUN); $(PIP_CMD) install -r requirements-base-runtime.txt
 	$(VENV_RUN); $(PIP_CMD) install $(PIP_OPTS) -e ".[base-runtime]"
 
-install: install-dev entrypoints  ## Install full dependencies into venv
+install: install-dev      ## Install full dependencies into venv
 
-entrypoints:              ## Run plux to build entry points
-	$(VENV_RUN); python3 -c "from setuptools import setup; setup()" plugins egg_info
-	@# make sure that the entrypoints were correctly created and are non-empty
-	@test -s localstack-core/localstack_core.egg-info/entry_points.txt || (echo "Entrypoints were not correctly created! Aborting!" && exit 1)
+entrypoints: install-dev
+	$(VENV_RUN); python -m plux entrypoints
+	@# make sure that the plux.ini file with the entrypoints has correctly been created
+	@test -s plux.ini || (echo "Entrypoints were not correctly created! Aborting!" && exit 1)
 
-dist: entrypoints        ## Build source and built (wheel) distributions of the current version
+dist:                     ## Build source and built (wheel) distributions of the current version
 	$(VENV_RUN); pip install --upgrade build twine; python -m build
 
 publish: clean-dist dist  ## Publish the library to the central PyPi repository
diff --git a/docs/localstack-concepts/README.md b/docs/localstack-concepts/README.md
index cee2227c14d75..4dbfccb9fb80d 100644
--- a/docs/localstack-concepts/README.md
+++ b/docs/localstack-concepts/README.md
@@ -143,9 +143,9 @@ Plugins provided by [https://github.com/localstack/plux](https://github.com/loca
 -   Hooks
 -   Extensions
 
-Key points to understand are that plugins use [Python entry points, which are part of the PyPA specification](https://packaging.python.org/en/latest/specifications/entry-points/). Entry points are discovered from the code during a build step rather than defined manually (this is the main differentiator of Plux to other code loading tools). In LocalStack, the `make entrypoints` make target does that, which is also part of `make install`.
+Key points to understand are that plugins use [Python entry points, which are part of the PyPA specification](https://packaging.python.org/en/latest/specifications/entry-points/). Entry points are discovered from the code and maintained in the `plux.ini` file, which is version-controlled. This file is used at build time to generate the entry points for the Python package.
 
-When you add new hooks or service providers, or any other plugin, make sure to run `make entrypoints`.
+When you add new hooks or service providers, or any other plugin, make sure to run `make entrypoints` to update the `plux.ini` file, and commit the changes to version control.
 
 When writing plugins, it is important to understand that any code that sits in the same module as the plugin, will be imported when the plugin is _resolved_. That is, _before_ it is loaded. Resolving a plugin simply means discovering the entry points and loading the code the underlying entry point points to. This is why many times you will see imports deferred to the actual loading of the plugin.
 
diff --git a/localstack-core/localstack/services/cloudformation/scaffolding/__main__.py b/localstack-core/localstack/services/cloudformation/scaffolding/__main__.py
index 40d5a675d6c52..9c5af99a47899 100644
--- a/localstack-core/localstack/services/cloudformation/scaffolding/__main__.py
+++ b/localstack-core/localstack/services/cloudformation/scaffolding/__main__.py
@@ -922,7 +922,7 @@ def generate(
         )
     console.print("\nWondering where to get started?")
     console.print(
-        "First run `make entrypoints` to make sure your resource provider plugin is actually registered."
+        "First run `make entrypoints` to update the plux.ini file with your new resource provider plugin."
     )
     console.print(
         'Then start off by finalizing the generated minimal ("basic") template and get it to deploy against AWS.'
diff --git a/plux.ini b/plux.ini
new file mode 100644
index 0000000000000..ad00659aee96d
--- /dev/null
+++ b/plux.ini
@@ -0,0 +1,227 @@
+[localstack.aws.provider]
+acm:default = localstack.services.providers:acm
+apigateway:default = localstack.services.providers:apigateway
+apigateway:legacy = localstack.services.providers:apigateway_legacy
+apigateway:next_gen = localstack.services.providers:apigateway_next_gen
+cloudformation:default = localstack.services.providers:cloudformation_v2
+cloudformation:engine-legacy = localstack.services.providers:cloudformation
+cloudwatch:default = localstack.services.providers:cloudwatch
+cloudwatch:v1 = localstack.services.providers:cloudwatch_v1
+cloudwatch:v2 = localstack.services.providers:cloudwatch_v2
+config:default = localstack.services.providers:awsconfig
+dynamodb:default = localstack.services.providers:dynamodb
+dynamodb:v2 = localstack.services.providers:dynamodb_v2
+dynamodbstreams:default = localstack.services.providers:dynamodbstreams
+dynamodbstreams:v2 = localstack.services.providers:dynamodbstreams_v2
+ec2:default = localstack.services.providers:ec2
+es:default = localstack.services.providers:es
+events:default = localstack.services.providers:events
+events:legacy = localstack.services.providers:events_legacy
+events:v1 = localstack.services.providers:events_v1
+events:v2 = localstack.services.providers:events_v2
+firehose:default = localstack.services.providers:firehose
+iam:default = localstack.services.providers:iam
+kinesis:default = localstack.services.providers:kinesis
+kms:default = localstack.services.providers:kms
+lambda:asf = localstack.services.providers:lambda_asf
+lambda:default = localstack.services.providers:lambda_
+lambda:v2 = localstack.services.providers:lambda_v2
+logs:default = localstack.services.providers:logs
+opensearch:default = localstack.services.providers:opensearch
+redshift:default = localstack.services.providers:redshift
+resource-groups:default = localstack.services.providers:resource_groups
+resourcegroupstaggingapi:default = localstack.services.providers:resourcegroupstaggingapi
+route53:default = localstack.services.providers:route53
+route53resolver:default = localstack.services.providers:route53resolver
+s3:default = localstack.services.providers:s3
+s3control:default = localstack.services.providers:s3control
+scheduler:default = localstack.services.providers:scheduler
+secretsmanager:default = localstack.services.providers:secretsmanager
+ses:default = localstack.services.providers:ses
+sns:default = localstack.services.providers:sns
+sns:v2 = localstack.services.providers:sns_v2
+sqs:default = localstack.services.providers:sqs
+ssm:default = localstack.services.providers:ssm
+stepfunctions:default = localstack.services.providers:stepfunctions
+stepfunctions:v2 = localstack.services.providers:stepfunctions_v2
+sts:default = localstack.services.providers:sts
+support:default = localstack.services.providers:support
+swf:default = localstack.services.providers:swf
+transcribe:default = localstack.services.providers:transcribe
+
+[localstack.cloudformation.resource_providers]
+aws::apigateway::account = localstack.services.apigateway.resource_providers.aws_apigateway_account_plugin:ApiGatewayAccountProviderPlugin
+aws::apigateway::apikey = localstack.services.apigateway.resource_providers.aws_apigateway_apikey_plugin:ApiGatewayApiKeyProviderPlugin
+aws::apigateway::basepathmapping = localstack.services.apigateway.resource_providers.aws_apigateway_basepathmapping_plugin:ApiGatewayBasePathMappingProviderPlugin
+aws::apigateway::deployment = localstack.services.apigateway.resource_providers.aws_apigateway_deployment_plugin:ApiGatewayDeploymentProviderPlugin
+aws::apigateway::domainname = localstack.services.apigateway.resource_providers.aws_apigateway_domainname_plugin:ApiGatewayDomainNameProviderPlugin
+aws::apigateway::gatewayresponse = localstack.services.apigateway.resource_providers.aws_apigateway_gatewayresponse_plugin:ApiGatewayGatewayResponseProviderPlugin
+aws::apigateway::method = localstack.services.apigateway.resource_providers.aws_apigateway_method_plugin:ApiGatewayMethodProviderPlugin
+aws::apigateway::model = localstack.services.apigateway.resource_providers.aws_apigateway_model_plugin:ApiGatewayModelProviderPlugin
+aws::apigateway::requestvalidator = localstack.services.apigateway.resource_providers.aws_apigateway_requestvalidator_plugin:ApiGatewayRequestValidatorProviderPlugin
+aws::apigateway::resource = localstack.services.apigateway.resource_providers.aws_apigateway_resource_plugin:ApiGatewayResourceProviderPlugin
+aws::apigateway::restapi = localstack.services.apigateway.resource_providers.aws_apigateway_restapi_plugin:ApiGatewayRestApiProviderPlugin
+aws::apigateway::stage = localstack.services.apigateway.resource_providers.aws_apigateway_stage_plugin:ApiGatewayStageProviderPlugin
+aws::apigateway::usageplan = localstack.services.apigateway.resource_providers.aws_apigateway_usageplan_plugin:ApiGatewayUsagePlanProviderPlugin
+aws::apigateway::usageplankey = localstack.services.apigateway.resource_providers.aws_apigateway_usageplankey_plugin:ApiGatewayUsagePlanKeyProviderPlugin
+aws::cdk::metadata = localstack.services.cdk.resource_providers.cdk_metadata_plugin:LambdaAliasProviderPlugin
+aws::certificatemanager::certificate = localstack.services.certificatemanager.resource_providers.aws_certificatemanager_certificate_plugin:CertificateManagerCertificateProviderPlugin
+aws::cloudformation::macro = localstack.services.cloudformation.resource_providers.aws_cloudformation_macro_plugin:CloudFormationMacroProviderPlugin
+aws::cloudformation::stack = localstack.services.cloudformation.resource_providers.aws_cloudformation_stack_plugin:CloudFormationStackProviderPlugin
+aws::cloudformation::waitcondition = localstack.services.cloudformation.resource_providers.aws_cloudformation_waitcondition_plugin:CloudFormationWaitConditionProviderPlugin
+aws::cloudformation::waitconditionhandle = localstack.services.cloudformation.resource_providers.aws_cloudformation_waitconditionhandle_plugin:CloudFormationWaitConditionHandleProviderPlugin
+aws::cloudwatch::alarm = localstack.services.cloudwatch.resource_providers.aws_cloudwatch_alarm_plugin:CloudWatchAlarmProviderPlugin
+aws::cloudwatch::compositealarm = localstack.services.cloudwatch.resource_providers.aws_cloudwatch_compositealarm_plugin:CloudWatchCompositeAlarmProviderPlugin
+aws::dynamodb::globaltable = localstack.services.dynamodb.resource_providers.aws_dynamodb_globaltable_plugin:DynamoDBGlobalTableProviderPlugin
+aws::dynamodb::table = localstack.services.dynamodb.resource_providers.aws_dynamodb_table_plugin:DynamoDBTableProviderPlugin
+aws::ec2::dhcpoptions = localstack.services.ec2.resource_providers.aws_ec2_dhcpoptions_plugin:EC2DHCPOptionsProviderPlugin
+aws::ec2::instance = localstack.services.ec2.resource_providers.aws_ec2_instance_plugin:EC2InstanceProviderPlugin
+aws::ec2::internetgateway = localstack.services.ec2.resource_providers.aws_ec2_internetgateway_plugin:EC2InternetGatewayProviderPlugin
+aws::ec2::keypair = localstack.services.ec2.resource_providers.aws_ec2_keypair_plugin:EC2KeyPairProviderPlugin
+aws::ec2::natgateway = localstack.services.ec2.resource_providers.aws_ec2_natgateway_plugin:EC2NatGatewayProviderPlugin
+aws::ec2::networkacl = localstack.services.ec2.resource_providers.aws_ec2_networkacl_plugin:EC2NetworkAclProviderPlugin
+aws::ec2::prefixlist = localstack.services.ec2.resource_providers.aws_ec2_prefixlist_plugin:EC2PrefixListProviderPlugin
+aws::ec2::route = localstack.services.ec2.resource_providers.aws_ec2_route_plugin:EC2RouteProviderPlugin
+aws::ec2::routetable = localstack.services.ec2.resource_providers.aws_ec2_routetable_plugin:EC2RouteTableProviderPlugin
+aws::ec2::securitygroup = localstack.services.ec2.resource_providers.aws_ec2_securitygroup_plugin:EC2SecurityGroupProviderPlugin
+aws::ec2::subnet = localstack.services.ec2.resource_providers.aws_ec2_subnet_plugin:EC2SubnetProviderPlugin
+aws::ec2::subnetroutetableassociation = localstack.services.ec2.resource_providers.aws_ec2_subnetroutetableassociation_plugin:EC2SubnetRouteTableAssociationProviderPlugin
+aws::ec2::transitgateway = localstack.services.ec2.resource_providers.aws_ec2_transitgateway_plugin:EC2TransitGatewayProviderPlugin
+aws::ec2::transitgatewayattachment = localstack.services.ec2.resource_providers.aws_ec2_transitgatewayattachment_plugin:EC2TransitGatewayAttachmentProviderPlugin
+aws::ec2::vpc = localstack.services.ec2.resource_providers.aws_ec2_vpc_plugin:EC2VPCProviderPlugin
+aws::ec2::vpcendpoint = localstack.services.ec2.resource_providers.aws_ec2_vpcendpoint_plugin:EC2VPCEndpointProviderPlugin
+aws::ec2::vpcgatewayattachment = localstack.services.ec2.resource_providers.aws_ec2_vpcgatewayattachment_plugin:EC2VPCGatewayAttachmentProviderPlugin
+aws::ecr::repository = localstack.services.ecr.resource_providers.aws_ecr_repository_plugin:ECRRepositoryProviderPlugin
+aws::elasticsearch::domain = localstack.services.opensearch.resource_providers.aws_elasticsearch_domain_plugin:ElasticsearchDomainProviderPlugin
+aws::events::apidestination = localstack.services.events.resource_providers.aws_events_apidestination_plugin:EventsApiDestinationProviderPlugin
+aws::events::connection = localstack.services.events.resource_providers.aws_events_connection_plugin:EventsConnectionProviderPlugin
+aws::events::eventbus = localstack.services.events.resource_providers.aws_events_eventbus_plugin:EventsEventBusProviderPlugin
+aws::events::eventbuspolicy = localstack.services.events.resource_providers.aws_events_eventbuspolicy_plugin:EventsEventBusPolicyProviderPlugin
+aws::events::rule = localstack.services.events.resource_providers.aws_events_rule_plugin:EventsRuleProviderPlugin
+aws::iam::accesskey = localstack.services.iam.resource_providers.aws_iam_accesskey_plugin:IAMAccessKeyProviderPlugin
+aws::iam::group = localstack.services.iam.resource_providers.aws_iam_group_plugin:IAMGroupProviderPlugin
+aws::iam::instanceprofile = localstack.services.iam.resource_providers.aws_iam_instanceprofile_plugin:IAMInstanceProfileProviderPlugin
+aws::iam::managedpolicy = localstack.services.iam.resource_providers.aws_iam_managedpolicy_plugin:IAMManagedPolicyProviderPlugin
+aws::iam::policy = localstack.services.iam.resource_providers.aws_iam_policy_plugin:IAMPolicyProviderPlugin
+aws::iam::role = localstack.services.iam.resource_providers.aws_iam_role_plugin:IAMRoleProviderPlugin
+aws::iam::servercertificate = localstack.services.iam.resource_providers.aws_iam_servercertificate_plugin:IAMServerCertificateProviderPlugin
+aws::iam::servicelinkedrole = localstack.services.iam.resource_providers.aws_iam_servicelinkedrole_plugin:IAMServiceLinkedRoleProviderPlugin
+aws::iam::user = localstack.services.iam.resource_providers.aws_iam_user_plugin:IAMUserProviderPlugin
+aws::kms::alias = localstack.services.kms.resource_providers.aws_kms_alias_plugin:KMSAliasProviderPlugin
+aws::kms::key = localstack.services.kms.resource_providers.aws_kms_key_plugin:KMSKeyProviderPlugin
+aws::kinesis::stream = localstack.services.kinesis.resource_providers.aws_kinesis_stream_plugin:KinesisStreamProviderPlugin
+aws::kinesis::streamconsumer = localstack.services.kinesis.resource_providers.aws_kinesis_streamconsumer_plugin:KinesisStreamConsumerProviderPlugin
+aws::kinesisfirehose::deliverystream = localstack.services.kinesisfirehose.resource_providers.aws_kinesisfirehose_deliverystream_plugin:KinesisFirehoseDeliveryStreamProviderPlugin
+aws::lambda::alias = localstack.services.lambda_.resource_providers.lambda_alias_plugin:LambdaAliasProviderPlugin
+aws::lambda::codesigningconfig = localstack.services.lambda_.resource_providers.aws_lambda_codesigningconfig_plugin:LambdaCodeSigningConfigProviderPlugin
+aws::lambda::eventinvokeconfig = localstack.services.lambda_.resource_providers.aws_lambda_eventinvokeconfig_plugin:LambdaEventInvokeConfigProviderPlugin
+aws::lambda::eventsourcemapping = localstack.services.lambda_.resource_providers.aws_lambda_eventsourcemapping_plugin:LambdaEventSourceMappingProviderPlugin
+aws::lambda::function = localstack.services.lambda_.resource_providers.aws_lambda_function_plugin:LambdaFunctionProviderPlugin
+aws::lambda::layerversion = localstack.services.lambda_.resource_providers.aws_lambda_layerversion_plugin:LambdaLayerVersionProviderPlugin
+aws::lambda::layerversionpermission = localstack.services.lambda_.resource_providers.aws_lambda_layerversionpermission_plugin:LambdaLayerVersionPermissionProviderPlugin
+aws::lambda::permission = localstack.services.lambda_.resource_providers.aws_lambda_permission_plugin:LambdaPermissionProviderPlugin
+aws::lambda::url = localstack.services.lambda_.resource_providers.aws_lambda_url_plugin:LambdaUrlProviderPlugin
+aws::lambda::version = localstack.services.lambda_.resource_providers.aws_lambda_version_plugin:LambdaVersionProviderPlugin
+aws::logs::loggroup = localstack.services.logs.resource_providers.aws_logs_loggroup_plugin:LogsLogGroupProviderPlugin
+aws::logs::logstream = localstack.services.logs.resource_providers.aws_logs_logstream_plugin:LogsLogStreamProviderPlugin
+aws::logs::subscriptionfilter = localstack.services.logs.resource_providers.aws_logs_subscriptionfilter_plugin:LogsSubscriptionFilterProviderPlugin
+aws::opensearchservice::domain = localstack.services.opensearch.resource_providers.aws_opensearchservice_domain_plugin:OpenSearchServiceDomainProviderPlugin
+aws::redshift::cluster = localstack.services.redshift.resource_providers.aws_redshift_cluster_plugin:RedshiftClusterProviderPlugin
+aws::resourcegroups::group = localstack.services.resource_groups.resource_providers.aws_resourcegroups_group_plugin:ResourceGroupsGroupProviderPlugin
+aws::route53::healthcheck = localstack.services.route53.resource_providers.aws_route53_healthcheck_plugin:Route53HealthCheckProviderPlugin
+aws::route53::recordset = localstack.services.route53.resource_providers.aws_route53_recordset_plugin:Route53RecordSetProviderPlugin
+aws::s3::bucket = localstack.services.s3.resource_providers.aws_s3_bucket_plugin:S3BucketProviderPlugin
+aws::s3::bucketpolicy = localstack.services.s3.resource_providers.aws_s3_bucketpolicy_plugin:S3BucketPolicyProviderPlugin
+aws::ses::emailidentity = localstack.services.ses.resource_providers.aws_ses_emailidentity_plugin:SESEmailIdentityProviderPlugin
+aws::sns::subscription = localstack.services.sns.resource_providers.aws_sns_subscription_plugin:SNSSubscriptionProviderPlugin
+aws::sns::topic = localstack.services.sns.resource_providers.aws_sns_topic_plugin:SNSTopicProviderPlugin
+aws::sns::topicpolicy = localstack.services.sns.resource_providers.aws_sns_topicpolicy_plugin:SNSTopicPolicyProviderPlugin
+aws::sqs::queue = localstack.services.sqs.resource_providers.generated.aws_sqs_queue_plugin:SQSQueueProviderPlugin
+aws::sqs::queueinlinepolicy = localstack.services.sqs.resource_providers.generated.aws_sqs_queueinlinepolicy_plugin:SQSQueueInlinePolicyProviderPlugin
+aws::sqs::queuepolicy = localstack.services.sqs.resource_providers.generated.aws_sqs_queuepolicy_plugin:SQSQueuePolicyProviderPlugin
+aws::ssm::maintenancewindow = localstack.services.ssm.resource_providers.aws_ssm_maintenancewindow_plugin:SSMMaintenanceWindowProviderPlugin
+aws::ssm::maintenancewindowtarget = localstack.services.ssm.resource_providers.aws_ssm_maintenancewindowtarget_plugin:SSMMaintenanceWindowTargetProviderPlugin
+aws::ssm::maintenancewindowtask = localstack.services.ssm.resource_providers.aws_ssm_maintenancewindowtask_plugin:SSMMaintenanceWindowTaskProviderPlugin
+aws::ssm::parameter = localstack.services.ssm.resource_providers.aws_ssm_parameter_plugin:SSMParameterProviderPlugin
+aws::ssm::patchbaseline = localstack.services.ssm.resource_providers.aws_ssm_patchbaseline_plugin:SSMPatchBaselineProviderPlugin
+aws::scheduler::schedule = localstack.services.scheduler.resource_providers.aws_scheduler_schedule_plugin:SchedulerScheduleProviderPlugin
+aws::scheduler::schedulegroup = localstack.services.scheduler.resource_providers.aws_scheduler_schedulegroup_plugin:SchedulerScheduleGroupProviderPlugin
+aws::secretsmanager::resourcepolicy = localstack.services.secretsmanager.resource_providers.aws_secretsmanager_resourcepolicy_plugin:SecretsManagerResourcePolicyProviderPlugin
+aws::secretsmanager::rotationschedule = localstack.services.secretsmanager.resource_providers.aws_secretsmanager_rotationschedule_plugin:SecretsManagerRotationScheduleProviderPlugin
+aws::secretsmanager::secret = localstack.services.secretsmanager.resource_providers.aws_secretsmanager_secret_plugin:SecretsManagerSecretProviderPlugin
+aws::secretsmanager::secrettargetattachment = localstack.services.secretsmanager.resource_providers.aws_secretsmanager_secrettargetattachment_plugin:SecretsManagerSecretTargetAttachmentProviderPlugin
+aws::stepfunctions::activity = localstack.services.stepfunctions.resource_providers.aws_stepfunctions_activity_plugin:StepFunctionsActivityProviderPlugin
+aws::stepfunctions::statemachine = localstack.services.stepfunctions.resource_providers.aws_stepfunctions_statemachine_plugin:StepFunctionsStateMachineProviderPlugin
+
+[localstack.hooks.configure_localstack_container]
+_mount_machine_file = localstack.utils.analytics.metadata:_mount_machine_file
+
+[localstack.hooks.on_infra_ready]
+_run_init_scripts_on_ready = localstack.runtime.init:_run_init_scripts_on_ready
+publish_provider_assignment = localstack.utils.analytics.service_providers:publish_provider_assignment
+
+[localstack.hooks.on_infra_shutdown]
+_run_init_scripts_on_shutdown = localstack.runtime.init:_run_init_scripts_on_shutdown
+publish_metrics = localstack.utils.analytics.metrics.publisher:publish_metrics
+remove_custom_endpoints = localstack.services.lambda_.plugins:remove_custom_endpoints
+run_on_after_service_shutdown_handlers = localstack.runtime.shutdown:run_on_after_service_shutdown_handlers
+run_shutdown_handlers = localstack.runtime.shutdown:run_shutdown_handlers
+shutdown_services = localstack.runtime.shutdown:shutdown_services
+stop_server = localstack.dns.plugins:stop_server
+
+[localstack.hooks.on_infra_start]
+_patch_botocore_endpoint_in_memory = localstack.aws.client:_patch_botocore_endpoint_in_memory
+_patch_botocore_json_parser = localstack.aws.client:_patch_botocore_json_parser
+_patch_cbor2 = localstack.aws.client:_patch_cbor2
+_publish_config_as_analytics_event = localstack.runtime.analytics:_publish_config_as_analytics_event
+_publish_container_info = localstack.runtime.analytics:_publish_container_info
+_run_init_scripts_on_start = localstack.runtime.init:_run_init_scripts_on_start
+apply_aws_runtime_patches = localstack.aws.patches:apply_aws_runtime_patches
+apply_runtime_patches = localstack.runtime.patches:apply_runtime_patches
+conditionally_enable_debugger = localstack.dev.debugger.plugins:conditionally_enable_debugger
+delete_cached_certificate = localstack.plugins:delete_cached_certificate
+deprecation_warnings = localstack.plugins:deprecation_warnings
+eager_load_services = localstack.services.plugins:eager_load_services
+init_response_mutation_handler = localstack.aws.handlers.response:init_response_mutation_handler
+register_custom_endpoints = localstack.services.lambda_.plugins:register_custom_endpoints
+register_swagger_endpoints = localstack.http.resources.swagger.plugins:register_swagger_endpoints
+setup_dns_configuration_on_host = localstack.dns.plugins:setup_dns_configuration_on_host
+start_dns_server = localstack.dns.plugins:start_dns_server
+validate_configuration = localstack.services.lambda_.plugins:validate_configuration
+
+[localstack.hooks.prepare_host]
+prepare_host_machine_id = localstack.utils.analytics.metadata:prepare_host_machine_id
+
+[localstack.init.runner]
+py = localstack.runtime.init:PythonScriptRunner
+sh = localstack.runtime.init:ShellScriptRunner
+
+[localstack.lambda.runtime_executor]
+docker = localstack.services.lambda_.invocation.plugins:DockerRuntimeExecutorPlugin
+
+[localstack.openapi.spec]
+localstack = localstack.plugins:CoreOASPlugin
+
+[localstack.packages]
+dynamodb-local/community = localstack.services.dynamodb.plugins:dynamodb_local_package
+elasticsearch/community = localstack.services.es.plugins:elasticsearch_package
+ffmpeg/community = localstack.packages.plugins:ffmpeg_package
+java/community = localstack.packages.plugins:java_package
+jpype-jsonata/community = localstack.services.stepfunctions.plugins:jpype_jsonata_package
+kinesis-mock/community = localstack.services.kinesis.plugins:kinesismock_package
+lambda-java-libs/community = localstack.services.lambda_.plugins:lambda_java_libs
+lambda-runtime/community = localstack.services.lambda_.plugins:lambda_runtime_package
+opensearch/community = localstack.services.opensearch.plugins:opensearch_package
+vosk/community = localstack.services.transcribe.plugins:vosk_package
+
+[localstack.runtime.components]
+aws = localstack.aws.components:AwsComponents
+
+[localstack.runtime.server]
+hypercorn = localstack.runtime.server.plugins:HypercornRuntimeServerPlugin
+twisted = localstack.runtime.server.plugins:TwistedRuntimeServerPlugin
+
+[localstack.utils.catalog]
+aws-catalog-remote-state = localstack.utils.catalog.catalog:AwsCatalogRemoteStatePlugin
+aws-catalog-runtime-only = localstack.utils.catalog.catalog:AwsCatalogRuntimePlugin
+
diff --git a/pyproject.toml b/pyproject.toml
index 42cfdfc4487aa..b51e7b9d31de0 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 # LocalStack project configuration
 [build-system]
-requires = ['setuptools>=64', 'wheel', 'plux>=1.12', "setuptools_scm>=8.1"]
+requires = ['setuptools>=64', 'wheel', 'setuptools_scm>=8.1']
 build-backend = "setuptools.build_meta"
 
 [project]
@@ -18,7 +18,7 @@ dependencies = [
     "cryptography",
     "dnslib>=0.9.10",
     "dnspython>=1.16.0",
-    "plux>=1.10",
+    "plux>=1.14.0",
     "psutil>=5.4.8",
     "python-dotenv>=0.19.1",
     "pyyaml>=5.1",
@@ -26,7 +26,7 @@ dependencies = [
     "requests>=2.20.0",
     "semver>=2.10",
 ]
-dynamic = ["version"]
+dynamic = ["version", "entry-points"]
 classifiers = [
     "Programming Language :: Python :: 3",
     "Programming Language :: Python :: 3.13",
@@ -162,6 +162,7 @@ package-dir = { "" = "localstack-core" }
 
 [tool.setuptools.dynamic]
 readme = { file = ["README.md"], content-type = "text/markdown" }
+entry-points = { file = ["plux.ini"] }
 
 [tool.setuptools.packages.find]
 where = ["localstack-core/"]
@@ -305,3 +306,6 @@ log_cli_date_format = "%Y-%m-%dT%H:%M:%S"
 # adding localstack-core itself here because it is referenced in the pyproject.toml for stacking the extras
 # pip, setuptools, and distribute are pip-tools defaults which need to be set again here
 unsafe-package = ["localstack-core", "pip", "setuptools", "distribute"] # packages that should not be pinned
+
+[tool.plux]
+entrypoint_build_mode = "manual"

From 582c9e889df46ce74ec2cd96f4920f05611d2cbc Mon Sep 17 00:00:00 2001
From: Bernhard Matyas <90144234+baermat@users.noreply.github.com>
Date: Fri, 30 Jan 2026 09:57:12 +0100
Subject: [PATCH 554/697] Sqs/remove dynamic attrs for avro (#13655)

---
 .../localstack/services/sqs/constants.py      |  7 ++++
 .../localstack/services/sqs/models.py         | 41 +++++++++----------
 .../localstack/services/sqs/provider.py       | 10 ++---
 3 files changed, 31 insertions(+), 27 deletions(-)

diff --git a/localstack-core/localstack/services/sqs/constants.py b/localstack-core/localstack/services/sqs/constants.py
index 8d3583d5f7520..40664d122b601 100644
--- a/localstack-core/localstack/services/sqs/constants.py
+++ b/localstack-core/localstack/services/sqs/constants.py
@@ -19,6 +19,13 @@
 
 # the default maximum message size in SQS
 DEFAULT_MAXIMUM_MESSAGE_SIZE = 1048576
+DYNAMIC_ATTRIBUTES = [
+    # these attributes are not set once, but calculated dynamically, therefore we do not to store them
+    # internally with the other attributes, and only include them in the necessary responses.
+    QueueAttributeName.ApproximateNumberOfMessages,
+    QueueAttributeName.ApproximateNumberOfMessagesDelayed,
+    QueueAttributeName.ApproximateNumberOfMessagesNotVisible,
+]
 INTERNAL_QUEUE_ATTRIBUTES = [
     # these attributes cannot be changed by set_queue_attributes and should
     # therefore be ignored when comparing queue attributes for create_queue
diff --git a/localstack-core/localstack/services/sqs/models.py b/localstack-core/localstack/services/sqs/models.py
index 42af3a8425255..c86134a0e5fd0 100644
--- a/localstack-core/localstack/services/sqs/models.py
+++ b/localstack-core/localstack/services/sqs/models.py
@@ -24,6 +24,7 @@
     TagMap,
 )
 from localstack.services.sqs import constants as sqs_constants
+from localstack.services.sqs.constants import DYNAMIC_ATTRIBUTES
 from localstack.services.sqs.exceptions import (
     InvalidAttributeValue,
     InvalidParameterValueException,
@@ -346,15 +347,6 @@ def shutdown(self):
 
     def default_attributes(self) -> QueueAttributeMap:
         return {
-            QueueAttributeName.ApproximateNumberOfMessages: lambda: str(
-                self.approx_number_of_messages
-            ),
-            QueueAttributeName.ApproximateNumberOfMessagesNotVisible: lambda: str(
-                self.approx_number_of_messages_not_visible
-            ),
-            QueueAttributeName.ApproximateNumberOfMessagesDelayed: lambda: str(
-                self.approx_number_of_messages_delayed
-            ),
             QueueAttributeName.CreatedTimestamp: str(now()),
             QueueAttributeName.DelaySeconds: "0",
             QueueAttributeName.LastModifiedTimestamp: str(now()),
@@ -473,15 +465,15 @@ def maximum_message_size(self) -> int:
         return int(self.attributes[QueueAttributeName.MaximumMessageSize])
 
     @property
-    def approx_number_of_messages(self) -> int:
+    def approximate_number_of_messages(self) -> int:
         raise NotImplementedError
 
     @property
-    def approx_number_of_messages_not_visible(self) -> int:
+    def approximate_number_of_messages_not_visible(self) -> int:
         return len(self.inflight)
 
     @property
-    def approx_number_of_messages_delayed(self) -> int:
+    def approximate_number_of_messages_delayed(self) -> int:
         return len(self.delayed)
 
     def validate_receipt_handle(self, receipt_handle: str):
@@ -724,7 +716,7 @@ def get_queue_attributes(self, attribute_names: AttributeNameList = None) -> dic
             return {}
 
         if QueueAttributeName.All in attribute_names:
-            attribute_names = self.attributes.keys()
+            attribute_names = list(self.attributes.keys()) + DYNAMIC_ATTRIBUTES
 
         result: dict[QueueAttributeName, str] = {}
 
@@ -734,13 +726,18 @@ def get_queue_attributes(self, attribute_names: AttributeNameList = None) -> dic
             except AttributeError:
                 raise InvalidAttributeName(f"Unknown Attribute {attr}.")
 
-            value = self.attributes.get(attr)
-            if callable(value):
-                func = value
-                value = func()
-                if value is not None:
-                    result[attr] = value
-            elif value == "False" or value == "True":
+            # The approximate_* attributes are calculated on the spot when accessed.
+            # We have a @property for each of those which calculates the value.
+            match attr:
+                case QueueAttributeName.ApproximateNumberOfMessages:
+                    value = str(self.approximate_number_of_messages)
+                case QueueAttributeName.ApproximateNumberOfMessagesDelayed:
+                    value = str(self.approximate_number_of_messages_delayed)
+                case QueueAttributeName.ApproximateNumberOfMessagesNotVisible:
+                    value = str(self.approximate_number_of_messages_not_visible)
+                case _:
+                    value = self.attributes.get(attr)
+            if value == "False" or value == "True":
                 result[attr] = value.lower()
             elif value is not None:
                 result[attr] = value
@@ -799,7 +796,7 @@ def clear(self):
             self.visible.queue.clear()
 
     @property
-    def approx_number_of_messages(self):
+    def approximate_number_of_messages(self):
         return self.visible.qsize()
 
     def shutdown(self):
@@ -1025,7 +1022,7 @@ def __init__(self, name: str, region: str, account_id: str, attributes=None, tag
         self.deduplication_scope = self.attributes[QueueAttributeName.DeduplicationScope]
 
     @property
-    def approx_number_of_messages(self):
+    def approximate_number_of_messages(self):
         n = 0
         for message_group in self.message_groups.values():
             n += len(message_group.messages)
diff --git a/localstack-core/localstack/services/sqs/provider.py b/localstack-core/localstack/services/sqs/provider.py
index ee19a23428daf..6bfea30891806 100644
--- a/localstack-core/localstack/services/sqs/provider.py
+++ b/localstack-core/localstack/services/sqs/provider.py
@@ -321,21 +321,21 @@ def publish_approximate_cloudwatch_metrics(self):
                         SqsMetricBatchData(
                             QueueName=queue.name,
                             MetricName="ApproximateNumberOfMessagesVisible",
-                            Value=queue.approx_number_of_messages,
+                            Value=queue.approximate_number_of_messages,
                         )
                     )
                     batch_data.append(
                         SqsMetricBatchData(
                             QueueName=queue.name,
                             MetricName="ApproximateNumberOfMessagesNotVisible",
-                            Value=queue.approx_number_of_messages_not_visible,
+                            Value=queue.approximate_number_of_messages_not_visible,
                         )
                     )
                     batch_data.append(
                         SqsMetricBatchData(
                             QueueName=queue.name,
                             MetricName="ApproximateNumberOfMessagesDelayed",
-                            Value=queue.approx_number_of_messages_delayed,
+                            Value=queue.approximate_number_of_messages_delayed,
                         )
                     )
 
@@ -465,7 +465,7 @@ def submit(self, move_task: MessageMoveTask):
             try:
                 source_queue = self._get_queue_by_arn(move_task.source_arn)
                 move_task.approximate_number_of_messages_to_move = (
-                    source_queue.approx_number_of_messages
+                    source_queue.approximate_number_of_messages
                 )
                 move_task.approximate_number_of_messages_moved = 0
                 move_task.mark_started()
@@ -1130,7 +1130,7 @@ def receive_message(
             num = override
         elif num == -1:
             # backdoor to get all messages
-            num = queue.approx_number_of_messages
+            num = queue.approximate_number_of_messages
         elif (
             num < 1 or num > MAX_NUMBER_OF_MESSAGES
         ) and not SQS_DISABLE_MAX_NUMBER_OF_MESSAGE_LIMIT:

From 59e81ce2788d098d972b9d5eb15f306d6cfbea2c Mon Sep 17 00:00:00 2001
From: Bert Blommers <info@bertblommers.nl>
Date: Fri, 30 Jan 2026 09:27:16 -0100
Subject: [PATCH 555/697] Admin: Add typehints to utils/strings and
 utils/threads (#13658)

---
 localstack-core/localstack/utils/run.py     |  2 +-
 localstack-core/localstack/utils/strings.py | 41 ++++++------
 localstack-core/localstack/utils/threads.py | 69 ++++++++++++---------
 localstack-core/mypy.ini                    |  2 +-
 tests/unit/test_common.py                   | 19 ------
 tests/unit/utils/test_threads.py            | 62 ++++++++++++++++++
 6 files changed, 127 insertions(+), 68 deletions(-)
 create mode 100644 tests/unit/utils/test_threads.py

diff --git a/localstack-core/localstack/utils/run.py b/localstack-core/localstack/utils/run.py
index 58f859a59fce1..60dafef182df7 100644
--- a/localstack-core/localstack/utils/run.py
+++ b/localstack-core/localstack/utils/run.py
@@ -170,7 +170,7 @@ def is_command_available(cmd: str) -> bool:
         return False
 
 
-def kill_process_tree(parent_pid):
+def kill_process_tree(parent_pid: int) -> None:
     # Note: Do NOT import "psutil" at the root scope
     import psutil
 
diff --git a/localstack-core/localstack/utils/strings.py b/localstack-core/localstack/utils/strings.py
index fb722278e84f8..f3385cb08debd 100644
--- a/localstack-core/localstack/utils/strings.py
+++ b/localstack-core/localstack/utils/strings.py
@@ -7,9 +7,13 @@
 import string
 import uuid
 import zlib
+from typing import TYPE_CHECKING, Any
 
 from localstack.config import DEFAULT_ENCODING
 
+if TYPE_CHECKING:
+    from localstack.utils.objects import ComplexType
+
 _unprintables = (
     range(0x00, 0x09),
     range(0x0A, 0x0A),
@@ -27,13 +31,13 @@
 )
 
 
-def to_str(obj: str | bytes, encoding: str = DEFAULT_ENCODING, errors="strict") -> str:
+def to_str(obj: str | bytes, encoding: str = DEFAULT_ENCODING, errors: str = "strict") -> str:
     """If ``obj`` is an instance of ``binary_type``, return
     ``obj.decode(encoding, errors)``, otherwise return ``obj``"""
     return obj.decode(encoding, errors) if isinstance(obj, bytes) else obj
 
 
-def to_bytes(obj: str | bytes, encoding: str = DEFAULT_ENCODING, errors="strict") -> bytes:
+def to_bytes(obj: str | bytes, encoding: str = DEFAULT_ENCODING, errors: str = "strict") -> bytes:
     """If ``obj`` is an instance of ``text_type``, return
     ``obj.encode(encoding, errors)``, otherwise return ``obj``"""
     return obj.encode(encoding, errors) if isinstance(obj, str) else obj
@@ -44,7 +48,7 @@ def truncate(data: str, max_length: int = 100) -> str:
     return (f"{data[:max_length]}...") if len(data) > max_length else data
 
 
-def is_string(s, include_unicode=True, exclude_binary=False):
+def is_string(s: Any, include_unicode: bool = True, exclude_binary: bool = False) -> bool:
     if isinstance(s, bytes) and exclude_binary:
         return False
     if isinstance(s, str):
@@ -54,13 +58,13 @@ def is_string(s, include_unicode=True, exclude_binary=False):
     return False
 
 
-def is_string_or_bytes(s):
+def is_string_or_bytes(s: Any) -> bool:
     return is_string(s) or isinstance(s, str) or isinstance(s, bytes)
 
 
-def is_base64(s):
+def is_base64(s: Any) -> bool:
     regex = r"^(?:[A-Za-z0-9+/]{4})*(?:[A-Za-z0-9+/]{2}==|[A-Za-z0-9+/]{3}=)?$"
-    return is_string(s) and re.match(regex, s)
+    return is_string(s) and re.match(regex, s) is not None
 
 
 _re_camel_to_snake_case = re.compile("((?<=[a-z0-9])[A-Z]|(?!^)[A-Z](?=[a-z]))")
@@ -85,22 +89,21 @@ def canonicalize_bool_to_str(val: bool) -> str:
     return "true" if str(val).lower() == "true" else "false"
 
 
-def convert_to_printable_chars(value: list | dict | str) -> str:
+def convert_to_printable_chars(value: "str | ComplexType") -> "ComplexType":
     """Removes all unprintable characters from the given string."""
     from localstack.utils.objects import recurse_object
 
-    if isinstance(value, (dict, list)):
+    if isinstance(value, str):
+        return REGEX_UNPRINTABLE_CHARS.sub("", value)
+    else:
 
-        def _convert(obj, **kwargs):
+        def _convert(obj: Any, **kwargs: Any) -> "ComplexType":
             if isinstance(obj, str):
                 return convert_to_printable_chars(obj)
             return obj
 
         return recurse_object(value, _convert)
 
-    result = REGEX_UNPRINTABLE_CHARS.sub("", value)
-    return result
-
 
 def first_char_to_lower(s: str) -> str:
     return s and f"{s[0].lower()}{s[1:]}"
@@ -110,7 +113,7 @@ def first_char_to_upper(s: str) -> str:
     return s and f"{s[0].upper()}{s[1:]}"
 
 
-def str_to_bool(value):
+def str_to_bool(value: Any) -> Any:
     """Return the boolean value of the given string, or the verbatim value if it is not a string"""
     if isinstance(value, str):
         true_strings = ["true", "True"]
@@ -118,12 +121,12 @@ def str_to_bool(value):
     return value
 
 
-def str_insert(string, index, content):
+def str_insert(string: str, index: int, content: str) -> str:
     """Insert a substring into an existing string at a certain index."""
     return f"{string[:index]}{content}{string[index:]}"
 
 
-def str_remove(string, index, end_index=None):
+def str_remove(string: str, index: int, end_index: int | None = None) -> str:
     """Remove a substring from an existing string at a certain from-to index range."""
     end_index = end_index or (index + 1)
     return f"{string[:index]}{string[end_index:]}"
@@ -159,7 +162,7 @@ def checksum_crc32(string: str | bytes) -> str:
     return base64.b64encode(checksum.to_bytes(4, "big")).decode()
 
 
-def checksum_crc32c(string: str | bytes):
+def checksum_crc32c(string: str | bytes) -> str:
     # import botocore locally here to avoid a dependency of the CLI to botocore
     from botocore.httpchecksum import CrtCrc32cChecksum
 
@@ -168,7 +171,7 @@ def checksum_crc32c(string: str | bytes):
     return base64.b64encode(checksum.digest()).decode()
 
 
-def checksum_crc64nvme(string: str | bytes):
+def checksum_crc64nvme(string: str | bytes) -> str:
     # import botocore locally here to avoid a dependency of the CLI to botocore
     from botocore.httpchecksum import CrtCrc64NvmeChecksum
 
@@ -223,7 +226,9 @@ def prepend_with_slash(input: str) -> str:
     return input
 
 
-def key_value_pairs_to_dict(pairs: str, delimiter: str = ",", separator: str = "=") -> dict:
+def key_value_pairs_to_dict(
+    pairs: str, delimiter: str = ",", separator: str = "="
+) -> dict[str, str]:
     """
     Converts a string of key-value pairs to a dictionary.
 
diff --git a/localstack-core/localstack/utils/threads.py b/localstack-core/localstack/utils/threads.py
index 9f8880dba2426..f7a91640c7277 100644
--- a/localstack-core/localstack/utils/threads.py
+++ b/localstack-core/localstack/utils/threads.py
@@ -1,17 +1,25 @@
 import concurrent.futures
-import inspect
 import logging
+import subprocess
 import threading
 import traceback
 from collections.abc import Callable
 from concurrent.futures import Future
 from multiprocessing.dummy import Pool
+from typing import TYPE_CHECKING, Any, TypeVar
+
+if TYPE_CHECKING:
+    from typing_extensions import ParamSpec
+
+    P = ParamSpec("P")
+
+T = TypeVar("T")
 
 LOG = logging.getLogger(__name__)
 
 # arrays for temporary threads and resources
-TMP_THREADS = []
-TMP_PROCESSES = []
+TMP_THREADS: list["FuncThread"] = []
+TMP_PROCESSES: list[subprocess.Popen[Any]] = []
 
 counter_lock = threading.Lock()
 counter = 0
@@ -22,12 +30,12 @@ class FuncThread(threading.Thread):
 
     def __init__(
         self,
-        func,
-        params=None,
-        quiet=False,
-        on_stop: Callable[["FuncThread"], None] = None,
+        func: "Callable[P, T]",
+        params: Any = None,
+        quiet: bool = False,
+        on_stop: Callable[["FuncThread"], None] | None = None,
         name: str | None = None,
-        daemon=True,
+        daemon: bool = True,
     ):
         global counter
         global counter_lock
@@ -46,17 +54,14 @@ def __init__(
         self.params = params
         self.func = func
         self.quiet = quiet
-        self.result_future = Future()
+        self.result_future: Future[T | Exception | None] = Future()
         self._stop_event = threading.Event()
         self.on_stop = on_stop
 
-    def run(self):
-        result = None
+    def run(self) -> None:
+        result: Any = None
         try:
-            kwargs = {}
-            argspec = inspect.getfullargspec(self.func)
-            if argspec.varkw or "_thread" in (argspec.args or []) + (argspec.kwonlyargs or []):
-                kwargs["_thread"] = self
+            kwargs = {}  # type: ignore[var-annotated]
             result = self.func(self.params, **kwargs)
         except Exception as e:
             self.result_future.set_exception(e)
@@ -78,7 +83,7 @@ def run(self):
                 LOG.debug(e)
 
     @property
-    def running(self):
+    def running(self) -> bool:
         return not self._stop_event.is_set()
 
     def stop(self, quiet: bool = False) -> None:
@@ -91,27 +96,33 @@ def stop(self, quiet: bool = False) -> None:
                 LOG.warning("error while calling on_stop callback: %s", e)
 
 
-def start_thread(method, *args, **kwargs) -> FuncThread:  # TODO: find all usages and add names...
+def start_thread(
+    method: "Callable[P, T]",
+    params: Any = None,
+    quiet: bool = False,
+    on_stop: Callable[["FuncThread"], None] | None = None,
+    _shutdown_hook: bool = True,
+    name: str | None = None,
+) -> FuncThread:
     """Start the given method in a background thread, and add the thread to the TMP_THREADS shutdown hook"""
-    _shutdown_hook = kwargs.pop("_shutdown_hook", True)
-    if not kwargs.get("name"):
-        LOG.debug(
-            "start_thread called without providing a custom name"
-        )  # technically we should add a new level here for *internal* warnings
-    kwargs.setdefault("name", method.__name__)
-    thread = FuncThread(method, *args, **kwargs)
+    if not name:
+        # technically we should add a new level here for *internal* warnings
+        LOG.debug("start_thread called without providing a custom name")
+    name = name or method.__name__
+    thread = FuncThread(method, params=params, quiet=quiet, name=name, on_stop=on_stop)
     thread.start()
     if _shutdown_hook:
         TMP_THREADS.append(thread)
     return thread
 
 
-def start_worker_thread(method, *args, **kwargs):
-    kwargs.setdefault("name", "start_worker_thread")
-    return start_thread(method, *args, _shutdown_hook=False, **kwargs)
+def start_worker_thread(
+    method: "Callable[P, T]", params: Any = None, name: str | None = None
+) -> FuncThread:
+    return start_thread(method, params, _shutdown_hook=False, name=name or "start_worker_thread")
 
 
-def cleanup_threads_and_processes(quiet=True):
+def cleanup_threads_and_processes(quiet: bool = True) -> None:
     from localstack.utils.run import kill_process_tree
 
     for thread in TMP_THREADS:
@@ -153,7 +164,7 @@ def cleanup_threads_and_processes(quiet=True):
     TMP_PROCESSES.clear()
 
 
-def parallelize(func: Callable, arr: list, size: int = None):
+def parallelize(func: Callable, arr: list, size: int = None):  # type: ignore
     if not size:
         size = len(arr)
     if size <= 0:
diff --git a/localstack-core/mypy.ini b/localstack-core/mypy.ini
index 5fdadc333f36c..e6006c1a641b6 100644
--- a/localstack-core/mypy.ini
+++ b/localstack-core/mypy.ini
@@ -1,7 +1,7 @@
 [mypy]
 explicit_package_bases = true
 mypy_path=localstack-core
-files=localstack/aws/api/core.py,localstack/packages,localstack/services/transcribe,localstack/services/kinesis/packages.py
+files=localstack/aws/api/core.py,localstack/utils/threads.py,localstack/utils/strings.py,localstack/packages,localstack/services/transcribe,localstack/services/kinesis/packages.py
 ignore_missing_imports = False
 follow_imports = silent
 ignore_errors = False
diff --git a/tests/unit/test_common.py b/tests/unit/test_common.py
index 7dfbb402afa1a..6ed89d8cc4e60 100644
--- a/tests/unit/test_common.py
+++ b/tests/unit/test_common.py
@@ -2,7 +2,6 @@
 import io
 import itertools
 import os
-import threading
 import time
 import zipfile
 from datetime import UTC, date, datetime, timedelta
@@ -363,24 +362,6 @@ def test_format_number(self):
         assert fn(-12.521, decimals=4) == "-12.521"
         assert fn(-1.2234354123e3, decimals=4) == "-1223.4354"
 
-    def test_cleanup_threads_and_processes_calls_shutdown_hooks(self):
-        # TODO: move all run/concurrency related tests into separate class
-
-        started = threading.Event()
-        done = threading.Event()
-
-        def run_method(*args, **kwargs):
-            started.set()
-            func_thread = kwargs["_thread"]
-            # thread waits until it is stopped
-            func_thread._stop_event.wait()
-            done.set()
-
-        common.start_thread(run_method)
-        assert started.wait(timeout=2)
-        common.cleanup_threads_and_processes()
-        assert done.wait(timeout=2)
-
     def test_proxy_map(self):
         old_http_proxy = config.OUTBOUND_HTTP_PROXY
         old_https_proxy = config.OUTBOUND_HTTPS_PROXY
diff --git a/tests/unit/utils/test_threads.py b/tests/unit/utils/test_threads.py
new file mode 100644
index 0000000000000..5ea39264ff771
--- /dev/null
+++ b/tests/unit/utils/test_threads.py
@@ -0,0 +1,62 @@
+import threading
+
+from localstack.utils.threads import (
+    TMP_THREADS,
+    FuncThread,
+    cleanup_threads_and_processes,
+    start_thread,
+    start_worker_thread,
+)
+
+
+class TestThreads:
+    class TestStartThread:
+        def test_start_thread_returns_a_func_thread(self):
+            def examplefunc(*args):
+                pass
+
+            thread = start_thread(examplefunc)
+
+            assert isinstance(thread, FuncThread)
+            assert thread.name.startswith("examplefunc-")
+            assert thread in TMP_THREADS
+
+        def test_start_thread_with_custom_name(self):
+            thread = start_thread(lambda: None, name="somefunc")
+
+            assert thread.name.startswith("somefunc-")
+
+    class TestStartWorkerThread:
+        def test_start_worker_thread_returns_a_func_thread(self):
+            thread = start_worker_thread(lambda: None)
+
+            assert isinstance(thread, FuncThread)
+            assert thread.name.startswith("start_worker_thread-")
+            assert thread not in TMP_THREADS
+
+        def test_start_worker_thread_with_custom_name(self):
+            thread = start_worker_thread(lambda: None, name="somefunc")
+            assert thread.name.startswith("somefunc-")
+
+    def test_cleanup_threads_and_processes_calls_shutdown_hooks(self):
+        started = threading.Event()
+        done = threading.Event()
+
+        # Note: we're extending FuncThread here to make sure we have access to `_stop_event`
+        # Regular users would use `start_thread` instead
+        class ThreadTest(FuncThread):
+            def __init__(self) -> None:
+                super().__init__(self.run_method)
+
+            def run_method(self, *args):
+                started.set()
+                # thread waits until it is stopped
+                self._stop_event.wait()
+                done.set()
+
+        test_thread = ThreadTest()
+        TMP_THREADS.append(test_thread)
+        test_thread.start()
+        assert started.wait(timeout=2)
+        cleanup_threads_and_processes()
+        assert done.wait(timeout=2)

From f79fc17a5d1c0331f13d8c2a9938411da65e19c2 Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Mon, 2 Feb 2026 10:10:39 +0100
Subject: [PATCH 556/697] Update CODEOWNERS (#13673)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
---
 CODEOWNERS | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/CODEOWNERS b/CODEOWNERS
index 18a8bf9c1004e..e1cab9b334ad8 100644
--- a/CODEOWNERS
+++ b/CODEOWNERS
@@ -207,10 +207,10 @@
 /tests/aws/services/route53resolver/ @macnev2013 @sannya-singal
 
 # s3
-/localstack-core/localstack/aws/api/s3/ @bentsku @k-a-il
-/localstack-core/localstack/services/s3/ @bentsku @k-a-il
-/tests/aws/services/s3/ @bentsku @k-a-il
-/tests/unit/services/s3/ @bentsku @k-a-il
+/localstack-core/localstack/aws/api/s3/ @bentsku @k-a-il @aidehn
+/localstack-core/localstack/services/s3/ @bentsku @k-a-il @aidehn
+/tests/aws/services/s3/ @bentsku @k-a-il @aidehn
+/tests/unit/services/s3/ @bentsku @k-a-il @aidehn
 
 # s3control
 /localstack-core/localstack/aws/api/s3control/ @bentsku

From 89f2366d8f601924f6bcf529662bc3a7f09e44d0 Mon Sep 17 00:00:00 2001
From: Anisa Oshafi <anisaoshafi@gmail.com>
Date: Mon, 2 Feb 2026 12:12:30 +0100
Subject: [PATCH 557/697] Update scaffolding for AWS::Lambda::Function (#13668)

---
 .../resource_providers/aws_lambda_function.py |  41 +-
 .../aws_lambda_function.schema.json           | 566 --------------
 .../resource_providers/generated/__init__.py  |   0
 .../generated/aws_lambda_function.schema.json | 722 ++++++++++++++++++
 .../generated/aws_lambda_function_base.py     | 294 +++++++
 .../aws_lambda_function_plugin.py             |   0
 plux.ini                                      |   2 +-
 7 files changed, 1041 insertions(+), 584 deletions(-)
 delete mode 100644 localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_function.schema.json
 create mode 100644 localstack-core/localstack/services/lambda_/resource_providers/generated/__init__.py
 create mode 100644 localstack-core/localstack/services/lambda_/resource_providers/generated/aws_lambda_function.schema.json
 create mode 100644 localstack-core/localstack/services/lambda_/resource_providers/generated/aws_lambda_function_base.py
 rename localstack-core/localstack/services/lambda_/resource_providers/{ => generated}/aws_lambda_function_plugin.py (100%)

diff --git a/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_function.py b/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_function.py
index 90243d4c7c403..f25851ea25613 100644
--- a/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_function.py
+++ b/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_function.py
@@ -2,17 +2,18 @@
 from __future__ import annotations
 
 import os
-from pathlib import Path
 from typing import TypedDict
 
 import localstack.services.cloudformation.provider_utils as util
 from localstack.services.cloudformation.resource_provider import (
     OperationStatus,
     ProgressEvent,
-    ResourceProvider,
     ResourceRequest,
 )
 from localstack.services.lambda_.lambda_utils import get_handler_file_from_name
+from localstack.services.lambda_.resource_providers.generated.aws_lambda_function_base import (
+    LambdaFunctionProviderBase,
+)
 from localstack.utils.archives import is_zip_file
 from localstack.utils.files import mkdir, new_tmp_dir, rm_rf, save_file
 from localstack.utils.strings import is_base64, to_bytes
@@ -317,10 +318,7 @@ def _transform_function_to_model(function):
     return response_model
 
 
-class LambdaFunctionProvider(ResourceProvider[LambdaFunctionProperties]):
-    TYPE = "AWS::Lambda::Function"  # Autogenerated. Don't change
-    SCHEMA = util.get_schema_path(Path(__file__))  # Autogenerated. Don't change
-
+class LambdaFunctionProvider(LambdaFunctionProviderBase):
     def create(
         self,
         request: ResourceRequest[LambdaFunctionProperties],
@@ -337,6 +335,8 @@ def create(
 
         Create-only properties:
           - /properties/FunctionName
+          - /properties/PackageType
+          - /properties/TenancyConfig
 
         Read-only properties:
           - /properties/Arn
@@ -366,10 +366,10 @@ def create(
           - lambda:PutRuntimeManagementConfig
           - lambda:TagResource
           - lambda:GetPolicy
-          - lambda:AddPermission
-          - lambda:RemovePermission
-          - lambda:GetResourcePolicy
-          - lambda:PutResourcePolicy
+          - lambda:PutFunctionRecursionConfig
+          - lambda:GetFunctionRecursionConfig
+          - lambda:PutFunctionScalingConfig
+          - lambda:PassCapacityProvider
 
         """
         model = request.desired_state
@@ -480,6 +480,9 @@ def read(
         IAM permissions required:
           - lambda:GetFunction
           - lambda:GetFunctionCodeSigningConfig
+          - lambda:GetFunctionRecursionConfig
+          - lambda:GetRuntimeManagementConfig
+          - lambda:GetFunctionScalingConfig
         """
         function_name = request.desired_state["FunctionName"]
         lambda_client = request.aws_client_factory.lambda_
@@ -499,6 +502,7 @@ def delete(
 
         IAM permissions required:
           - lambda:DeleteFunction
+          - lambda:GetFunction
           - ec2:DescribeNetworkInterfaces
         """
         try:
@@ -520,7 +524,6 @@ def update(
           - lambda:DeleteFunctionConcurrency
           - lambda:GetFunction
           - lambda:PutFunctionConcurrency
-          - lambda:ListTags
           - lambda:TagResource
           - lambda:UntagResource
           - lambda:UpdateFunctionConfiguration
@@ -541,12 +544,11 @@ def update(
           - lambda:DeleteFunctionCodeSigningConfig
           - lambda:GetCodeSigningConfig
           - lambda:GetFunctionCodeSigningConfig
-          - lambda:GetPolicy
-          - lambda:AddPermission
-          - lambda:RemovePermission
-          - lambda:GetResourcePolicy
-          - lambda:PutResourcePolicy
-          - lambda:DeleteResourcePolicy
+          - lambda:PutFunctionRecursionConfig
+          - lambda:GetFunctionRecursionConfig
+          - lambda:PutFunctionScalingConfig
+          - lambda:PublishVersion
+          - lambda:PassCapacityProvider
         """
         client = request.aws_client_factory.lambda_
 
@@ -610,6 +612,11 @@ def list(
         self,
         request: ResourceRequest[LambdaFunctionProperties],
     ) -> ProgressEvent[LambdaFunctionProperties]:
+        """
+        List available resources of this type
+        IAM permissions required:
+          - lambda:ListFunctions
+        """
         functions = request.aws_client_factory.lambda_.list_functions()
         return ProgressEvent(
             status=OperationStatus.SUCCESS,
diff --git a/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_function.schema.json b/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_function.schema.json
deleted file mode 100644
index b1d128047b150..0000000000000
--- a/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_function.schema.json
+++ /dev/null
@@ -1,566 +0,0 @@
-{
-  "tagging": {
-    "taggable": true,
-    "tagOnCreate": true,
-    "tagUpdatable": true,
-    "tagProperty": "/properties/Tags",
-    "cloudFormationSystemTags": true
-  },
-  "handlers": {
-    "read": {
-      "permissions": [
-        "lambda:GetFunction",
-        "lambda:GetFunctionCodeSigningConfig"
-      ]
-    },
-    "create": {
-      "permissions": [
-        "lambda:CreateFunction",
-        "lambda:GetFunction",
-        "lambda:PutFunctionConcurrency",
-        "iam:PassRole",
-        "s3:GetObject",
-        "s3:GetObjectVersion",
-        "ec2:DescribeSecurityGroups",
-        "ec2:DescribeSubnets",
-        "ec2:DescribeVpcs",
-        "elasticfilesystem:DescribeMountTargets",
-        "kms:CreateGrant",
-        "kms:Decrypt",
-        "kms:Encrypt",
-        "kms:GenerateDataKey",
-        "lambda:GetCodeSigningConfig",
-        "lambda:GetFunctionCodeSigningConfig",
-        "lambda:GetLayerVersion",
-        "lambda:GetRuntimeManagementConfig",
-        "lambda:PutRuntimeManagementConfig",
-        "lambda:TagResource",
-        "lambda:GetPolicy",
-        "lambda:AddPermission",
-        "lambda:RemovePermission",
-        "lambda:GetResourcePolicy",
-        "lambda:PutResourcePolicy"
-      ]
-    },
-    "update": {
-      "permissions": [
-        "lambda:DeleteFunctionConcurrency",
-        "lambda:GetFunction",
-        "lambda:PutFunctionConcurrency",
-        "lambda:ListTags",
-        "lambda:TagResource",
-        "lambda:UntagResource",
-        "lambda:UpdateFunctionConfiguration",
-        "lambda:UpdateFunctionCode",
-        "iam:PassRole",
-        "s3:GetObject",
-        "s3:GetObjectVersion",
-        "ec2:DescribeSecurityGroups",
-        "ec2:DescribeSubnets",
-        "ec2:DescribeVpcs",
-        "elasticfilesystem:DescribeMountTargets",
-        "kms:CreateGrant",
-        "kms:Decrypt",
-        "kms:GenerateDataKey",
-        "lambda:GetRuntimeManagementConfig",
-        "lambda:PutRuntimeManagementConfig",
-        "lambda:PutFunctionCodeSigningConfig",
-        "lambda:DeleteFunctionCodeSigningConfig",
-        "lambda:GetCodeSigningConfig",
-        "lambda:GetFunctionCodeSigningConfig",
-        "lambda:GetPolicy",
-        "lambda:AddPermission",
-        "lambda:RemovePermission",
-        "lambda:GetResourcePolicy",
-        "lambda:PutResourcePolicy",
-        "lambda:DeleteResourcePolicy"
-      ]
-    },
-    "list": {
-      "permissions": [
-        "lambda:ListFunctions"
-      ]
-    },
-    "delete": {
-      "permissions": [
-        "lambda:DeleteFunction",
-        "ec2:DescribeNetworkInterfaces"
-      ]
-    }
-  },
-  "typeName": "AWS::Lambda::Function",
-  "readOnlyProperties": [
-    "/properties/SnapStartResponse",
-    "/properties/SnapStartResponse/ApplyOn",
-    "/properties/SnapStartResponse/OptimizationStatus",
-    "/properties/Arn"
-  ],
-  "description": "Resource Type definition for AWS::Lambda::Function in region",
-  "writeOnlyProperties": [
-    "/properties/SnapStart",
-    "/properties/SnapStart/ApplyOn",
-    "/properties/Code",
-    "/properties/Code/ImageUri",
-    "/properties/Code/S3Bucket",
-    "/properties/Code/S3Key",
-    "/properties/Code/S3ObjectVersion",
-    "/properties/Code/ZipFile"
-  ],
-  "createOnlyProperties": [
-    "/properties/FunctionName"
-  ],
-  "additionalProperties": false,
-  "primaryIdentifier": [
-    "/properties/FunctionName"
-  ],
-  "definitions": {
-    "ImageConfig": {
-      "additionalProperties": false,
-      "type": "object",
-      "properties": {
-        "WorkingDirectory": {
-          "description": "WorkingDirectory.",
-          "type": "string"
-        },
-        "Command": {
-          "maxItems": 1500,
-          "uniqueItems": true,
-          "description": "Command.",
-          "type": "array",
-          "items": {
-            "type": "string"
-          }
-        },
-        "EntryPoint": {
-          "maxItems": 1500,
-          "uniqueItems": true,
-          "description": "EntryPoint.",
-          "type": "array",
-          "items": {
-            "type": "string"
-          }
-        }
-      }
-    },
-    "TracingConfig": {
-      "description": "The function's AWS X-Ray tracing configuration. To sample and record incoming requests, set Mode to Active.",
-      "additionalProperties": false,
-      "type": "object",
-      "properties": {
-        "Mode": {
-          "description": "The tracing mode.",
-          "type": "string",
-          "enum": [
-            "Active",
-            "PassThrough"
-          ]
-        }
-      }
-    },
-    "VpcConfig": {
-      "description": "The VPC security groups and subnets that are attached to a Lambda function. When you connect a function to a VPC, Lambda creates an elastic network interface for each combination of security group and subnet in the function's VPC configuration. The function can only access resources and the internet through that VPC.",
-      "additionalProperties": false,
-      "type": "object",
-      "properties": {
-        "Ipv6AllowedForDualStack": {
-          "description": "A boolean indicating whether IPv6 protocols will be allowed for dual stack subnets",
-          "type": "boolean"
-        },
-        "SecurityGroupIds": {
-          "maxItems": 5,
-          "uniqueItems": false,
-          "description": "A list of VPC security groups IDs.",
-          "type": "array",
-          "items": {
-            "type": "string"
-          }
-        },
-        "SubnetIds": {
-          "maxItems": 16,
-          "uniqueItems": false,
-          "description": "A list of VPC subnet IDs.",
-          "type": "array",
-          "items": {
-            "type": "string"
-          }
-        }
-      }
-    },
-    "DeadLetterConfig": {
-      "description": "The dead-letter queue for failed asynchronous invocations.",
-      "additionalProperties": false,
-      "type": "object",
-      "properties": {
-        "TargetArn": {
-          "pattern": "^(arn:(aws[a-zA-Z-]*)?:[a-z0-9-.]+:.*)|()$",
-          "description": "The Amazon Resource Name (ARN) of an Amazon SQS queue or Amazon SNS topic.",
-          "type": "string"
-        }
-      }
-    },
-    "RuntimeManagementConfig": {
-      "additionalProperties": false,
-      "type": "object",
-      "properties": {
-        "UpdateRuntimeOn": {
-          "description": "Trigger for runtime update",
-          "type": "string",
-          "enum": [
-            "Auto",
-            "FunctionUpdate",
-            "Manual"
-          ]
-        },
-        "RuntimeVersionArn": {
-          "description": "Unique identifier for a runtime version arn",
-          "type": "string"
-        }
-      },
-      "required": [
-        "UpdateRuntimeOn"
-      ]
-    },
-    "SnapStart": {
-      "description": "The function's SnapStart setting. When set to PublishedVersions, Lambda creates a snapshot of the execution environment when you publish a function version.",
-      "additionalProperties": false,
-      "type": "object",
-      "properties": {
-        "ApplyOn": {
-          "description": "Applying SnapStart setting on function resource type.",
-          "type": "string",
-          "enum": [
-            "PublishedVersions",
-            "None"
-          ]
-        }
-      },
-      "required": [
-        "ApplyOn"
-      ]
-    },
-    "SnapStartResponse": {
-      "description": "The function's SnapStart Response. When set to PublishedVersions, Lambda creates a snapshot of the execution environment when you publish a function version.",
-      "additionalProperties": false,
-      "type": "object",
-      "properties": {
-        "OptimizationStatus": {
-          "description": "Indicates whether SnapStart is activated for the specified function version.",
-          "type": "string",
-          "enum": [
-            "On",
-            "Off"
-          ]
-        },
-        "ApplyOn": {
-          "description": "Applying SnapStart setting on function resource type.",
-          "type": "string",
-          "enum": [
-            "PublishedVersions",
-            "None"
-          ]
-        }
-      }
-    },
-    "Code": {
-      "additionalProperties": false,
-      "type": "object",
-      "properties": {
-        "S3ObjectVersion": {
-          "minLength": 1,
-          "description": "For versioned objects, the version of the deployment package object to use.",
-          "type": "string",
-          "maxLength": 1024
-        },
-        "S3Bucket": {
-          "minLength": 3,
-          "pattern": "^[0-9A-Za-z\\.\\-_]*(?<!\\.)$",
-          "description": "An Amazon S3 bucket in the same AWS Region as your function. The bucket can be in a different AWS account.",
-          "type": "string",
-          "maxLength": 63
-        },
-        "ZipFile": {
-          "description": "The source code of your Lambda function. If you include your function source inline with this parameter, AWS CloudFormation places it in a file named index and zips it to create a deployment package..",
-          "type": "string"
-        },
-        "S3Key": {
-          "minLength": 1,
-          "description": "The Amazon S3 key of the deployment package.",
-          "type": "string",
-          "maxLength": 1024
-        },
-        "ImageUri": {
-          "description": "ImageUri.",
-          "type": "string"
-        }
-      }
-    },
-    "LoggingConfig": {
-      "description": "The function's logging configuration.",
-      "additionalProperties": false,
-      "type": "object",
-      "properties": {
-        "LogFormat": {
-          "description": "Log delivery format for the lambda function",
-          "type": "string",
-          "enum": [
-            "Text",
-            "JSON"
-          ]
-        },
-        "ApplicationLogLevel": {
-          "description": "Application log granularity level, can only be used when LogFormat is set to JSON",
-          "type": "string",
-          "enum": [
-            "TRACE",
-            "DEBUG",
-            "INFO",
-            "WARN",
-            "ERROR",
-            "FATAL"
-          ]
-        },
-        "LogGroup": {
-          "minLength": 1,
-          "pattern": "[\\.\\-_/#A-Za-z0-9]+",
-          "description": "The log group name.",
-          "type": "string",
-          "maxLength": 512
-        },
-        "SystemLogLevel": {
-          "description": "System log granularity level, can only be used when LogFormat is set to JSON",
-          "type": "string",
-          "enum": [
-            "DEBUG",
-            "INFO",
-            "WARN"
-          ]
-        }
-      }
-    },
-    "Environment": {
-      "description": "A function's environment variable settings.",
-      "additionalProperties": false,
-      "type": "object",
-      "properties": {
-        "Variables": {
-          "patternProperties": {
-            "[a-zA-Z][a-zA-Z0-9_]+": {
-              "type": "string"
-            }
-          },
-          "description": "Environment variable key-value pairs.",
-          "additionalProperties": false,
-          "type": "object"
-        }
-      }
-    },
-    "FileSystemConfig": {
-      "additionalProperties": false,
-      "type": "object",
-      "properties": {
-        "Arn": {
-          "pattern": "^arn:aws[a-zA-Z-]*:elasticfilesystem:[a-z]{2}((-gov)|(-iso(b?)))?-[a-z]+-\\d{1}:\\d{12}:access-point/fsap-[a-f0-9]{17}$",
-          "description": "The Amazon Resource Name (ARN) of the Amazon EFS access point that provides access to the file system.",
-          "type": "string",
-          "maxLength": 200
-        },
-        "LocalMountPath": {
-          "pattern": "^/mnt/[a-zA-Z0-9-_.]+$",
-          "description": "The path where the function can access the file system, starting with /mnt/.",
-          "type": "string",
-          "maxLength": 160
-        }
-      },
-      "required": [
-        "Arn",
-        "LocalMountPath"
-      ]
-    },
-    "Tag": {
-      "additionalProperties": false,
-      "type": "object",
-      "properties": {
-        "Value": {
-          "minLength": 0,
-          "description": "The value for the tag. You can specify a value that is 0 to 256 Unicode characters in length and cannot be prefixed with aws:. You can use any of the following characters: the set of Unicode letters, digits, whitespace, _, ., /, =, +, and -.",
-          "type": "string",
-          "maxLength": 256
-        },
-        "Key": {
-          "minLength": 1,
-          "description": "The key name of the tag. You can specify a value that is 1 to 128 Unicode characters in length and cannot be prefixed with aws:. You can use any of the following characters: the set of Unicode letters, digits, whitespace, _, ., /, =, +, and -.",
-          "type": "string",
-          "maxLength": 128
-        }
-      },
-      "required": [
-        "Key"
-      ]
-    },
-    "EphemeralStorage": {
-      "description": "A function's ephemeral storage settings.",
-      "additionalProperties": false,
-      "type": "object",
-      "properties": {
-        "Size": {
-          "description": "The amount of ephemeral storage that your function has access to.",
-          "maximum": 10240,
-          "type": "integer",
-          "minimum": 512
-        }
-      },
-      "required": [
-        "Size"
-      ]
-    }
-  },
-  "required": [
-    "Code",
-    "Role"
-  ],
-  "properties": {
-    "Description": {
-      "description": "A description of the function.",
-      "type": "string",
-      "maxLength": 256
-    },
-    "TracingConfig": {
-      "description": "Set Mode to Active to sample and trace a subset of incoming requests with AWS X-Ray.",
-      "$ref": "#/definitions/TracingConfig"
-    },
-    "VpcConfig": {
-      "description": "For network connectivity to AWS resources in a VPC, specify a list of security groups and subnets in the VPC.",
-      "$ref": "#/definitions/VpcConfig"
-    },
-    "RuntimeManagementConfig": {
-      "description": "RuntimeManagementConfig",
-      "$ref": "#/definitions/RuntimeManagementConfig"
-    },
-    "ReservedConcurrentExecutions": {
-      "description": "The number of simultaneous executions to reserve for the function.",
-      "type": "integer",
-      "minimum": 0
-    },
-    "SnapStart": {
-      "description": "The SnapStart setting of your function",
-      "$ref": "#/definitions/SnapStart"
-    },
-    "FileSystemConfigs": {
-      "maxItems": 1,
-      "description": "Connection settings for an Amazon EFS file system. To connect a function to a file system, a mount target must be available in every Availability Zone that your function connects to. If your template contains an AWS::EFS::MountTarget resource, you must also specify a DependsOn attribute to ensure that the mount target is created or updated before the function.",
-      "type": "array",
-      "items": {
-        "$ref": "#/definitions/FileSystemConfig"
-      }
-    },
-    "FunctionName": {
-      "minLength": 1,
-      "description": "The name of the Lambda function, up to 64 characters in length. If you don't specify a name, AWS CloudFormation generates one.",
-      "type": "string"
-    },
-    "Runtime": {
-      "description": "The identifier of the function's runtime.",
-      "type": "string"
-    },
-    "KmsKeyArn": {
-      "pattern": "^(arn:(aws[a-zA-Z-]*)?:[a-z0-9-.]+:.*)|()$",
-      "description": "The ARN of the AWS Key Management Service (AWS KMS) key that's used to encrypt your function's environment variables. If it's not provided, AWS Lambda uses a default service key.",
-      "type": "string"
-    },
-    "PackageType": {
-      "description": "PackageType.",
-      "type": "string",
-      "enum": [
-        "Image",
-        "Zip"
-      ]
-    },
-    "CodeSigningConfigArn": {
-      "pattern": "arn:(aws[a-zA-Z-]*)?:lambda:[a-z]{2}((-gov)|(-iso(b?)))?-[a-z]+-\\d{1}:\\d{12}:code-signing-config:csc-[a-z0-9]{17}",
-      "description": "A unique Arn for CodeSigningConfig resource",
-      "type": "string"
-    },
-    "Layers": {
-      "uniqueItems": false,
-      "description": "A list of function layers to add to the function's execution environment. Specify each layer by its ARN, including the version.",
-      "type": "array",
-      "items": {
-        "type": "string"
-      }
-    },
-    "Tags": {
-      "uniqueItems": true,
-      "description": "A list of tags to apply to the function.",
-      "insertionOrder": false,
-      "type": "array",
-      "items": {
-        "$ref": "#/definitions/Tag"
-      }
-    },
-    "ImageConfig": {
-      "description": "ImageConfig",
-      "$ref": "#/definitions/ImageConfig"
-    },
-    "MemorySize": {
-      "description": "The amount of memory that your function has access to. Increasing the function's memory also increases its CPU allocation. The default value is 128 MB. The value must be a multiple of 64 MB.",
-      "type": "integer"
-    },
-    "DeadLetterConfig": {
-      "description": "A dead letter queue configuration that specifies the queue or topic where Lambda sends asynchronous events when they fail processing.",
-      "$ref": "#/definitions/DeadLetterConfig"
-    },
-    "Timeout": {
-      "description": "The amount of time that Lambda allows a function to run before stopping it. The default is 3 seconds. The maximum allowed value is 900 seconds.",
-      "type": "integer",
-      "minimum": 1
-    },
-    "Handler": {
-      "pattern": "^[^\\s]+$",
-      "description": "The name of the method within your code that Lambda calls to execute your function. The format includes the file name. It can also include namespaces and other qualifiers, depending on the runtime",
-      "type": "string",
-      "maxLength": 128
-    },
-    "SnapStartResponse": {
-      "description": "The SnapStart response of your function",
-      "$ref": "#/definitions/SnapStartResponse"
-    },
-    "Code": {
-      "description": "The code for the function.",
-      "$ref": "#/definitions/Code"
-    },
-    "Role": {
-      "pattern": "^arn:(aws[a-zA-Z-]*)?:iam::\\d{12}:role/?[a-zA-Z_0-9+=,.@\\-_/]+$",
-      "description": "The Amazon Resource Name (ARN) of the function's execution role.",
-      "type": "string"
-    },
-    "LoggingConfig": {
-      "description": "The logging configuration of your function",
-      "$ref": "#/definitions/LoggingConfig"
-    },
-    "Environment": {
-      "description": "Environment variables that are accessible from function code during execution.",
-      "$ref": "#/definitions/Environment"
-    },
-    "Arn": {
-      "description": "Unique identifier for function resources",
-      "type": "string"
-    },
-    "EphemeralStorage": {
-      "description": "A function's ephemeral storage settings.",
-      "$ref": "#/definitions/EphemeralStorage"
-    },
-    "Architectures": {
-      "minItems": 1,
-      "maxItems": 1,
-      "uniqueItems": true,
-      "type": "array",
-      "items": {
-        "type": "string",
-        "enum": [
-          "x86_64",
-          "arm64"
-        ]
-      }
-    }
-  }
-}
diff --git a/localstack-core/localstack/services/lambda_/resource_providers/generated/__init__.py b/localstack-core/localstack/services/lambda_/resource_providers/generated/__init__.py
new file mode 100644
index 0000000000000..e69de29bb2d1d
diff --git a/localstack-core/localstack/services/lambda_/resource_providers/generated/aws_lambda_function.schema.json b/localstack-core/localstack/services/lambda_/resource_providers/generated/aws_lambda_function.schema.json
new file mode 100644
index 0000000000000..25cd922d6594f
--- /dev/null
+++ b/localstack-core/localstack/services/lambda_/resource_providers/generated/aws_lambda_function.schema.json
@@ -0,0 +1,722 @@
+{
+  "tagging": {
+    "permissions": [
+      "lambda:ListTags",
+      "lambda:TagResource",
+      "lambda:UntagResource"
+    ],
+    "taggable": true,
+    "tagOnCreate": true,
+    "tagUpdatable": true,
+    "tagProperty": "/properties/Tags",
+    "cloudFormationSystemTags": true
+  },
+  "typeName": "AWS::Lambda::Function",
+  "readOnlyProperties": [
+    "/properties/SnapStartResponse",
+    "/properties/SnapStartResponse/ApplyOn",
+    "/properties/SnapStartResponse/OptimizationStatus",
+    "/properties/Arn"
+  ],
+  "description": "The ``AWS::Lambda::Function`` resource creates a Lambda function. To create a function, you need a [deployment package](https://docs.aws.amazon.com/lambda/latest/dg/gettingstarted-package.html) and an [execution role](https://docs.aws.amazon.com/lambda/latest/dg/lambda-intro-execution-role.html). The deployment package is a .zip file archive or container image that contains your function code. The execution role grants the function permission to use AWS services, such as Amazon CloudWatch Logs for log streaming and AWS X-Ray for request tracing.\n You set the package type to ``Image`` if the deployment package is a [container image](https://docs.aws.amazon.com/lambda/latest/dg/lambda-images.html). For these functions, include the URI of the container image in the ECR registry in the [ImageUri property of the Code property](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lambda-function-code.html#cfn-lambda-function-code-imageuri). You do not need to specify the handler and runtime properties. \n You set the package type to ``Zip`` if the deployment package is a [.zip file archive](https://docs.aws.amazon.com/lambda/latest/dg/gettingstarted-package.html#gettingstarted-package-zip). For these functions, specify the S3 location of your .zip file in the ``Code`` property. Alternatively, for Node.js and Python functions, you can define your function inline in the [ZipFile property of the Code property](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lambda-function-code.html#cfn-lambda-function-code-zipfile). In both cases, you must also specify the handler and runtime properties.\n You can use [code signing](https://docs.aws.amazon.com/lambda/latest/dg/configuration-codesigning.html) if your deployment package is a .zip file archive. To enable code signing for this function, specify the ARN of a code-signing configuration. When a user attempts to deploy a code package with ``UpdateFunctionCode``, Lambda checks that the code package has a valid signature from a trusted publisher. The code-signing configuration includes a set of signing profiles, which define the trusted publishers for this function.\n When you update a ``AWS::Lambda::Function`` resource, CFNshort calls the [UpdateFunctionConfiguration](https://docs.aws.amazon.com/lambda/latest/api/API_UpdateFunctionConfiguration.html) and [UpdateFunctionCode](https://docs.aws.amazon.com/lambda/latest/api/API_UpdateFunctionCode.html)LAM APIs under the hood. Because these calls happen sequentially, and invocations can happen between these calls, your function may encounter errors in the time between the calls. For example, if you remove an environment variable, and the code that references that environment variable in the same CFNshort update, you may see invocation errors related to a missing environment variable. To work around this, you can invoke your function against a version or alias by default, rather than the ``$LATEST`` version.\n Note that you configure [provisioned concurrency](https://docs.aws.amazon.com/lambda/latest/dg/provisioned-concurrency.html) on a ``AWS::Lambda::Version`` or a ``AWS::Lambda::Alias``.\n For a complete introduction to Lambda functions, see [What is Lambda?](https://docs.aws.amazon.com/lambda/latest/dg/lambda-welcome.html) in the *Lambda developer guide.*",
+  "createOnlyProperties": [
+    "/properties/FunctionName",
+    "/properties/PackageType",
+    "/properties/TenancyConfig"
+  ],
+  "primaryIdentifier": [
+    "/properties/FunctionName"
+  ],
+  "conditionalCreateOnlyProperties": [
+    "/properties/DurableConfig"
+  ],
+  "required": [
+    "Code",
+    "Role"
+  ],
+  "handlers": {
+    "read": {
+      "permissions": [
+        "lambda:GetFunction",
+        "lambda:GetFunctionCodeSigningConfig",
+        "lambda:GetFunctionRecursionConfig",
+        "lambda:GetRuntimeManagementConfig",
+        "lambda:GetFunctionScalingConfig"
+      ]
+    },
+    "create": {
+      "permissions": [
+        "lambda:CreateFunction",
+        "lambda:GetFunction",
+        "lambda:PutFunctionConcurrency",
+        "iam:PassRole",
+        "s3:GetObject",
+        "s3:GetObjectVersion",
+        "ec2:DescribeSecurityGroups",
+        "ec2:DescribeSubnets",
+        "ec2:DescribeVpcs",
+        "elasticfilesystem:DescribeMountTargets",
+        "kms:CreateGrant",
+        "kms:Decrypt",
+        "kms:Encrypt",
+        "kms:GenerateDataKey",
+        "lambda:GetCodeSigningConfig",
+        "lambda:GetFunctionCodeSigningConfig",
+        "lambda:GetLayerVersion",
+        "lambda:GetRuntimeManagementConfig",
+        "lambda:PutRuntimeManagementConfig",
+        "lambda:TagResource",
+        "lambda:PutFunctionRecursionConfig",
+        "lambda:GetFunctionRecursionConfig",
+        "lambda:PutFunctionScalingConfig",
+        "lambda:PassCapacityProvider"
+      ]
+    },
+    "update": {
+      "permissions": [
+        "lambda:DeleteFunctionConcurrency",
+        "lambda:GetFunction",
+        "lambda:PutFunctionConcurrency",
+        "lambda:TagResource",
+        "lambda:UntagResource",
+        "lambda:UpdateFunctionConfiguration",
+        "lambda:UpdateFunctionCode",
+        "iam:PassRole",
+        "s3:GetObject",
+        "s3:GetObjectVersion",
+        "ec2:DescribeSecurityGroups",
+        "ec2:DescribeSubnets",
+        "ec2:DescribeVpcs",
+        "elasticfilesystem:DescribeMountTargets",
+        "kms:CreateGrant",
+        "kms:Decrypt",
+        "kms:GenerateDataKey",
+        "lambda:GetRuntimeManagementConfig",
+        "lambda:PutRuntimeManagementConfig",
+        "lambda:PutFunctionCodeSigningConfig",
+        "lambda:DeleteFunctionCodeSigningConfig",
+        "lambda:GetCodeSigningConfig",
+        "lambda:GetFunctionCodeSigningConfig",
+        "lambda:PutFunctionRecursionConfig",
+        "lambda:GetFunctionRecursionConfig",
+        "lambda:PutFunctionScalingConfig",
+        "lambda:PublishVersion",
+        "lambda:PassCapacityProvider"
+      ]
+    },
+    "list": {
+      "permissions": [
+        "lambda:ListFunctions"
+      ]
+    },
+    "delete": {
+      "permissions": [
+        "lambda:DeleteFunction",
+        "lambda:GetFunction",
+        "ec2:DescribeNetworkInterfaces"
+      ]
+    }
+  },
+  "writeOnlyProperties": [
+    "/properties/SnapStart",
+    "/properties/SnapStart/ApplyOn",
+    "/properties/Code/ImageUri",
+    "/properties/Code/S3Bucket",
+    "/properties/Code/S3Key",
+    "/properties/Code/S3ObjectVersion",
+    "/properties/Code/ZipFile",
+    "/properties/Code/SourceKMSKeyArn",
+    "/properties/PublishToLatestPublished"
+  ],
+  "additionalProperties": false,
+  "definitions": {
+    "ImageConfig": {
+      "description": "Configuration values that override the container image Dockerfile settings. For more information, see [Container image settings](https://docs.aws.amazon.com/lambda/latest/dg/images-create.html#images-parms).",
+      "additionalProperties": false,
+      "type": "object",
+      "properties": {
+        "WorkingDirectory": {
+          "description": "Specifies the working directory. The length of the directory string cannot exceed 1,000 characters.",
+          "type": "string"
+        },
+        "Command": {
+          "maxItems": 1500,
+          "uniqueItems": true,
+          "description": "Specifies parameters that you want to pass in with ENTRYPOINT. You can specify a maximum of 1,500 parameters in the list.",
+          "type": "array",
+          "items": {
+            "type": "string"
+          }
+        },
+        "EntryPoint": {
+          "maxItems": 1500,
+          "uniqueItems": true,
+          "description": "Specifies the entry point to their application, which is typically the location of the runtime executable. You can specify a maximum of 1,500 string entries in the list.",
+          "type": "array",
+          "items": {
+            "type": "string"
+          }
+        }
+      }
+    },
+    "FunctionScalingConfig": {
+      "description": "",
+      "additionalProperties": false,
+      "type": "object",
+      "properties": {
+        "MinExecutionEnvironments": {
+          "description": "The minimum number of execution environments to maintain for the function.",
+          "maximum": 15000,
+          "type": "integer",
+          "minimum": 0
+        },
+        "MaxExecutionEnvironments": {
+          "description": "The maximum number of execution environments that can be provisioned for the function.",
+          "maximum": 15000,
+          "type": "integer",
+          "minimum": 0
+        }
+      }
+    },
+    "LambdaManagedInstancesCapacityProviderConfig": {
+      "description": "",
+      "additionalProperties": false,
+      "type": "object",
+      "properties": {
+        "ExecutionEnvironmentMemoryGiBPerVCpu": {
+          "description": "The amount of memory in GiB allocated per vCPU for execution environments.",
+          "maximum": 8,
+          "type": "number",
+          "minimum": 2
+        },
+        "CapacityProviderArn": {
+          "minLength": 1,
+          "pattern": "^arn:aws[a-zA-Z-]*:lambda:(eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:\\d{12}:capacity-provider:[a-zA-Z0-9-_]+$",
+          "description": "The Amazon Resource Name (ARN) of the capacity provider.",
+          "type": "string",
+          "maxLength": 140
+        },
+        "PerExecutionEnvironmentMaxConcurrency": {
+          "description": "The maximum number of concurrent execution environments that can run on each compute instance.",
+          "maximum": 1600,
+          "type": "integer",
+          "minimum": 1
+        }
+      },
+      "required": [
+        "CapacityProviderArn"
+      ]
+    },
+    "TracingConfig": {
+      "description": "The function's [](https://docs.aws.amazon.com/lambda/latest/dg/services-xray.html) tracing configuration. To sample and record incoming requests, set ``Mode`` to ``Active``.",
+      "additionalProperties": false,
+      "type": "object",
+      "properties": {
+        "Mode": {
+          "description": "The tracing mode.",
+          "type": "string",
+          "enum": [
+            "Active",
+            "PassThrough"
+          ]
+        }
+      }
+    },
+    "VpcConfig": {
+      "description": "The VPC security groups and subnets that are attached to a Lambda function. When you connect a function to a VPC, Lambda creates an elastic network interface for each combination of security group and subnet in the function's VPC configuration. The function can only access resources and the internet through that VPC. For more information, see [VPC Settings](https://docs.aws.amazon.com/lambda/latest/dg/configuration-vpc.html).\n  When you delete a function, CFN monitors the state of its network interfaces and waits for Lambda to delete them before proceeding. If the VPC is defined in the same stack, the network interfaces need to be deleted by Lambda before CFN can delete the VPC's resources.\n To monitor network interfaces, CFN needs the ``ec2:DescribeNetworkInterfaces`` permission. It obtains this from the user or role that modifies the stack. If you don't provide this permission, CFN does not wait for network interfaces to be deleted.",
+      "additionalProperties": false,
+      "type": "object",
+      "properties": {
+        "Ipv6AllowedForDualStack": {
+          "description": "Allows outbound IPv6 traffic on VPC functions that are connected to dual-stack subnets.",
+          "type": "boolean"
+        },
+        "SecurityGroupIds": {
+          "maxItems": 5,
+          "uniqueItems": false,
+          "description": "A list of VPC security group IDs.",
+          "type": "array",
+          "items": {
+            "type": "string"
+          }
+        },
+        "SubnetIds": {
+          "maxItems": 16,
+          "uniqueItems": false,
+          "description": "A list of VPC subnet IDs.",
+          "type": "array",
+          "items": {
+            "type": "string"
+          }
+        }
+      }
+    },
+    "DeadLetterConfig": {
+      "description": "The [dead-letter queue](https://docs.aws.amazon.com/lambda/latest/dg/invocation-async-retain-records.html#invocation-dlq) for failed asynchronous invocations.",
+      "additionalProperties": false,
+      "type": "object",
+      "properties": {
+        "TargetArn": {
+          "pattern": "^(arn:(aws[a-zA-Z-]*)?:[a-z0-9-.]+:.*)|()$",
+          "description": "The Amazon Resource Name (ARN) of an Amazon SQS queue or Amazon SNS topic.",
+          "type": "string"
+        }
+      }
+    },
+    "CapacityProviderConfig": {
+      "description": "",
+      "additionalProperties": false,
+      "type": "object",
+      "properties": {
+        "LambdaManagedInstancesCapacityProviderConfig": {
+          "$ref": "#/definitions/LambdaManagedInstancesCapacityProviderConfig"
+        }
+      },
+      "required": [
+        "LambdaManagedInstancesCapacityProviderConfig"
+      ]
+    },
+    "RuntimeManagementConfig": {
+      "description": "Sets the runtime management configuration for a function's version. For more information, see [Runtime updates](https://docs.aws.amazon.com/lambda/latest/dg/runtimes-update.html).",
+      "additionalProperties": false,
+      "type": "object",
+      "properties": {
+        "UpdateRuntimeOn": {
+          "description": "Specify the runtime update mode.\n  +  *Auto (default)* - Automatically update to the most recent and secure runtime version using a [Two-phase runtime version rollout](https://docs.aws.amazon.com/lambda/latest/dg/runtimes-update.html#runtime-management-two-phase). This is the best choice for most customers to ensure they always benefit from runtime updates.\n  +  *FunctionUpdate* - LAM updates the runtime of you function to the most recent and secure runtime version when you update your function. This approach synchronizes runtime updates with function deployments, giving you control over when runtime updates are applied and allowing you to detect and mitigate rare runtime update incompatibilities early. When using this setting, you need to regularly update your functions to keep their runtime up-to-date.\n  +  *Manual* - You specify a runtime version in your function configuration. The function will use this runtime version indefinitely. In the rare case where a new runtime version is incompatible with an existing function, this allows you to roll back your function to an earlier runtime version. For more information, see [Roll back a runtime version](https://docs.aws.amazon.com/lambda/latest/dg/runtimes-update.html#runtime-management-rollback).\n  \n *Valid Values*: ``Auto`` | ``FunctionUpdate`` | ``Manual``",
+          "type": "string",
+          "enum": [
+            "Auto",
+            "FunctionUpdate",
+            "Manual"
+          ]
+        },
+        "RuntimeVersionArn": {
+          "description": "The ARN of the runtime version you want the function to use.\n  This is only required if you're using the *Manual* runtime update mode.",
+          "type": "string"
+        }
+      },
+      "required": [
+        "UpdateRuntimeOn"
+      ]
+    },
+    "DurableConfig": {
+      "description": "",
+      "additionalProperties": false,
+      "type": "object",
+      "properties": {
+        "ExecutionTimeout": {
+          "description": "The amount of time (in seconds) that Lambda allows a durable function to run before stopping it. The maximum is one 366-day year or 31,622,400 seconds.",
+          "maximum": 31622400,
+          "type": "integer",
+          "minimum": 1
+        },
+        "RetentionPeriodInDays": {
+          "default": 14,
+          "description": "The number of days after a durable execution is closed that Lambda retains its history, from one to 90 days. The default is 14 days.",
+          "maximum": 90,
+          "type": "integer",
+          "minimum": 1
+        }
+      },
+      "required": [
+        "ExecutionTimeout"
+      ]
+    },
+    "SnapStart": {
+      "description": "The function's [SnapStart](https://docs.aws.amazon.com/lambda/latest/dg/snapstart.html) setting.",
+      "additionalProperties": false,
+      "type": "object",
+      "properties": {
+        "ApplyOn": {
+          "description": "Set ``ApplyOn`` to ``PublishedVersions`` to create a snapshot of the initialized execution environment when you publish a function version.",
+          "type": "string",
+          "enum": [
+            "PublishedVersions",
+            "None"
+          ]
+        }
+      },
+      "required": [
+        "ApplyOn"
+      ]
+    },
+    "SnapStartResponse": {
+      "description": "The function's [SnapStart](https://docs.aws.amazon.com/lambda/latest/dg/snapstart.html) setting.",
+      "additionalProperties": false,
+      "type": "object",
+      "properties": {
+        "OptimizationStatus": {
+          "description": "When you provide a [qualified Amazon Resource Name (ARN)](https://docs.aws.amazon.com/lambda/latest/dg/configuration-versions.html#versioning-versions-using), this response element indicates whether SnapStart is activated for the specified function version.",
+          "type": "string",
+          "enum": [
+            "On",
+            "Off"
+          ]
+        },
+        "ApplyOn": {
+          "description": "When set to ``PublishedVersions``, Lambda creates a snapshot of the execution environment when you publish a function version.",
+          "type": "string",
+          "enum": [
+            "PublishedVersions",
+            "None"
+          ]
+        }
+      }
+    },
+    "Code": {
+      "description": "The [deployment package](https://docs.aws.amazon.com/lambda/latest/dg/gettingstarted-package.html) for a Lambda function. To deploy a function defined as a container image, you specify the location of a container image in the Amazon ECR registry. For a .zip file deployment package, you can specify the location of an object in Amazon S3. For Node.js and Python functions, you can specify the function code inline in the template.\n  When you specify source code inline for a Node.js function, the ``index`` file that CFN creates uses the extension ``.js``. This means that LAM treats the file as a CommonJS module. ES modules aren't supported for inline functions.\n  Changes to a deployment package in Amazon S3 or a container image in ECR are not detected automatically during stack updates. To update the function code, change the object key or version in the template.",
+      "additionalProperties": false,
+      "type": "object",
+      "properties": {
+        "SourceKMSKeyArn": {
+          "pattern": "^(arn:(aws[a-zA-Z-]*)?:[a-z0-9-.]+:.*)|()$",
+          "description": "The ARN of the KMSlong (KMS) customer managed key that's used to encrypt your function's .zip deployment package. If you don't provide a customer managed key, Lambda uses an [owned key](https://docs.aws.amazon.com/kms/latest/developerguide/concepts.html#aws-owned-cmk).",
+          "type": "string"
+        },
+        "S3ObjectVersion": {
+          "minLength": 1,
+          "description": "For versioned objects, the version of the deployment package object to use.",
+          "type": "string",
+          "maxLength": 1024
+        },
+        "S3Bucket": {
+          "minLength": 3,
+          "pattern": "^[0-9A-Za-z\\.\\-_]*(?<!\\.)$",
+          "description": "An Amazon S3 bucket in the same AWS-Region as your function. The bucket can be in a different AWS-account.",
+          "type": "string",
+          "maxLength": 63
+        },
+        "ZipFile": {
+          "description": "(Node.js and Python) The source code of your Lambda function. If you include your function source inline with this parameter, CFN places it in a file named ``index`` and zips it to create a [deployment package](https://docs.aws.amazon.com/lambda/latest/dg/gettingstarted-package.html). This zip file cannot exceed 4MB. For the ``Handler`` property, the first part of the handler identifier must be ``index``. For example, ``index.handler``.\n  When you specify source code inline for a Node.js function, the ``index`` file that CFN creates uses the extension ``.js``. This means that LAM treats the file as a CommonJS module. ES modules aren't supported for inline functions.\n   For JSON, you must escape quotes and special characters such as newline (``\\n``) with a backslash.\n If you specify a function that interacts with an AWS CloudFormation custom resource, you don't have to write your own functions to send responses to the custom resource that invoked the function. AWS CloudFormation provides a response module ([cfn-response](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/cfn-lambda-function-code-cfnresponsemodule.html)) that simplifies sending responses. See [Using Lambda with CloudFormation](https://docs.aws.amazon.com/lambda/latest/dg/services-cloudformation.html) for details.",
+          "type": "string"
+        },
+        "S3Key": {
+          "minLength": 1,
+          "description": "The Amazon S3 key of the deployment package.",
+          "type": "string",
+          "maxLength": 1024
+        },
+        "ImageUri": {
+          "description": "URI of a [container image](https://docs.aws.amazon.com/lambda/latest/dg/lambda-images.html) in the Amazon ECR registry.",
+          "type": "string"
+        }
+      }
+    },
+    "LoggingConfig": {
+      "description": "The function's Amazon CloudWatch Logs configuration settings.",
+      "additionalProperties": false,
+      "type": "object",
+      "properties": {
+        "LogFormat": {
+          "description": "The format in which Lambda sends your function's application and system logs to CloudWatch. Select between plain text and structured JSON.",
+          "type": "string",
+          "enum": [
+            "Text",
+            "JSON"
+          ]
+        },
+        "ApplicationLogLevel": {
+          "description": "Set this property to filter the application logs for your function that Lambda sends to CloudWatch. Lambda only sends application logs at the selected level of detail and lower, where ``TRACE`` is the highest level and ``FATAL`` is the lowest.",
+          "type": "string",
+          "enum": [
+            "TRACE",
+            "DEBUG",
+            "INFO",
+            "WARN",
+            "ERROR",
+            "FATAL"
+          ]
+        },
+        "LogGroup": {
+          "minLength": 1,
+          "pattern": "[\\.\\-_/#A-Za-z0-9]+",
+          "description": "The name of the Amazon CloudWatch log group the function sends logs to. By default, Lambda functions send logs to a default log group named ``/aws/lambda/<function name>``. To use a different log group, enter an existing log group or enter a new log group name.",
+          "type": "string",
+          "maxLength": 512
+        },
+        "SystemLogLevel": {
+          "description": "Set this property to filter the system logs for your function that Lambda sends to CloudWatch. Lambda only sends system logs at the selected level of detail and lower, where ``DEBUG`` is the highest level and ``WARN`` is the lowest.",
+          "type": "string",
+          "enum": [
+            "DEBUG",
+            "INFO",
+            "WARN"
+          ]
+        }
+      }
+    },
+    "RecursiveLoop": {
+      "description": "The function recursion configuration.",
+      "type": "string",
+      "enum": [
+        "Allow",
+        "Terminate"
+      ]
+    },
+    "Environment": {
+      "description": "A function's environment variable settings. You can use environment variables to adjust your function's behavior without updating code. An environment variable is a pair of strings that are stored in a function's version-specific configuration.",
+      "additionalProperties": false,
+      "type": "object",
+      "properties": {
+        "Variables": {
+          "patternProperties": {
+            "[a-zA-Z][a-zA-Z0-9_]+": {
+              "type": "string"
+            }
+          },
+          "description": "Environment variable key-value pairs. For more information, see [Using Lambda environment variables](https://docs.aws.amazon.com/lambda/latest/dg/configuration-envvars.html).\n If the value of the environment variable is a time or a duration, enclose the value in quotes.",
+          "additionalProperties": false,
+          "type": "object"
+        }
+      }
+    },
+    "FileSystemConfig": {
+      "description": "Details about the connection between a Lambda function and an [Amazon EFS file system](https://docs.aws.amazon.com/lambda/latest/dg/configuration-filesystem.html).",
+      "additionalProperties": false,
+      "type": "object",
+      "properties": {
+        "Arn": {
+          "pattern": "^arn:aws[a-zA-Z-]*:elasticfilesystem:(eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:\\d{12}:access-point/fsap-[a-f0-9]{17}$",
+          "description": "The Amazon Resource Name (ARN) of the Amazon EFS access point that provides access to the file system.",
+          "type": "string",
+          "maxLength": 200
+        },
+        "LocalMountPath": {
+          "pattern": "^/mnt/[a-zA-Z0-9-_.]+$",
+          "description": "The path where the function can access the file system, starting with ``/mnt/``.",
+          "type": "string",
+          "maxLength": 160
+        }
+      },
+      "required": [
+        "Arn",
+        "LocalMountPath"
+      ]
+    },
+    "Tag": {
+      "description": "A [tag](https://docs.aws.amazon.com/lambda/latest/dg/tagging.html) to apply to the function.",
+      "additionalProperties": false,
+      "type": "object",
+      "properties": {
+        "Value": {
+          "minLength": 0,
+          "description": "The value for this tag.",
+          "type": "string",
+          "maxLength": 256
+        },
+        "Key": {
+          "minLength": 1,
+          "description": "The key for this tag.",
+          "type": "string",
+          "maxLength": 128
+        }
+      },
+      "required": [
+        "Key"
+      ]
+    },
+    "EphemeralStorage": {
+      "description": "The size of the function's ``/tmp`` directory in MB. The default value is 512, but it can be any whole number between 512 and 10,240 MB.",
+      "additionalProperties": false,
+      "type": "object",
+      "properties": {
+        "Size": {
+          "description": "The size of the function's ``/tmp`` directory.",
+          "maximum": 10240,
+          "type": "integer",
+          "minimum": 512
+        }
+      },
+      "required": [
+        "Size"
+      ]
+    },
+    "TenancyConfig": {
+      "description": "",
+      "additionalProperties": false,
+      "type": "object",
+      "properties": {
+        "TenantIsolationMode": {
+          "description": "Determines how your Lambda function isolates execution environments between tenants.",
+          "type": "string",
+          "enum": [
+            "PER_TENANT"
+          ]
+        }
+      },
+      "required": [
+        "TenantIsolationMode"
+      ]
+    }
+  },
+  "properties": {
+    "FunctionScalingConfig": {
+      "description": "",
+      "$ref": "#/definitions/FunctionScalingConfig"
+    },
+    "Description": {
+      "description": "A description of the function.",
+      "type": "string",
+      "maxLength": 256
+    },
+    "TracingConfig": {
+      "description": "Set ``Mode`` to ``Active`` to sample and trace a subset of incoming requests with [X-Ray](https://docs.aws.amazon.com/lambda/latest/dg/services-xray.html).",
+      "$ref": "#/definitions/TracingConfig"
+    },
+    "VpcConfig": {
+      "description": "For network connectivity to AWS resources in a VPC, specify a list of security groups and subnets in the VPC. When you connect a function to a VPC, it can access resources and the internet only through that VPC. For more information, see [Configuring a Lambda function to access resources in a VPC](https://docs.aws.amazon.com/lambda/latest/dg/configuration-vpc.html).",
+      "$ref": "#/definitions/VpcConfig"
+    },
+    "RuntimeManagementConfig": {
+      "description": "Sets the runtime management configuration for a function's version. For more information, see [Runtime updates](https://docs.aws.amazon.com/lambda/latest/dg/runtimes-update.html).",
+      "$ref": "#/definitions/RuntimeManagementConfig"
+    },
+    "DurableConfig": {
+      "description": "",
+      "$ref": "#/definitions/DurableConfig"
+    },
+    "ReservedConcurrentExecutions": {
+      "description": "The number of simultaneous executions to reserve for the function.",
+      "type": "integer",
+      "minimum": 0
+    },
+    "SnapStart": {
+      "description": "The function's [SnapStart](https://docs.aws.amazon.com/lambda/latest/dg/snapstart.html) setting.",
+      "$ref": "#/definitions/SnapStart"
+    },
+    "FileSystemConfigs": {
+      "maxItems": 1,
+      "description": "Connection settings for an Amazon EFS file system. To connect a function to a file system, a mount target must be available in every Availability Zone that your function connects to. If your template contains an [AWS::EFS::MountTarget](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-efs-mounttarget.html) resource, you must also specify a ``DependsOn`` attribute to ensure that the mount target is created or updated before the function.\n For more information about using the ``DependsOn`` attribute, see [DependsOn Attribute](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-attribute-dependson.html).",
+      "type": "array",
+      "items": {
+        "$ref": "#/definitions/FileSystemConfig"
+      }
+    },
+    "FunctionName": {
+      "minLength": 1,
+      "description": "The name of the Lambda function, up to 64 characters in length. If you don't specify a name, CFN generates one.\n If you specify a name, you cannot perform updates that require replacement of this resource. You can perform updates that require no or some interruption. If you must replace the resource, specify a new name.",
+      "type": "string"
+    },
+    "Runtime": {
+      "description": "The identifier of the function's [runtime](https://docs.aws.amazon.com/lambda/latest/dg/lambda-runtimes.html). Runtime is required if the deployment package is a .zip file archive. Specifying a runtime results in an error if you're deploying a function using a container image.\n The following list includes deprecated runtimes. Lambda blocks creating new functions and updating existing functions shortly after each runtime is deprecated. For more information, see [Runtime use after deprecation](https://docs.aws.amazon.com/lambda/latest/dg/lambda-runtimes.html#runtime-deprecation-levels).\n For a list of all currently supported runtimes, see [Supported runtimes](https://docs.aws.amazon.com/lambda/latest/dg/lambda-runtimes.html#runtimes-supported).",
+      "type": "string"
+    },
+    "KmsKeyArn": {
+      "pattern": "^(arn:(aws[a-zA-Z-]*)?:[a-z0-9-.]+:.*)|()$",
+      "description": "The ARN of the KMSlong (KMS) customer managed key that's used to encrypt the following resources:\n  +  The function's [environment variables](https://docs.aws.amazon.com/lambda/latest/dg/configuration-envvars.html#configuration-envvars-encryption).\n  +  The function's [Lambda SnapStart](https://docs.aws.amazon.com/lambda/latest/dg/snapstart-security.html) snapshots.\n  +  When used with ``SourceKMSKeyArn``, the unzipped version of the .zip deployment package that's used for function invocations. For more information, see [Specifying a customer managed key for Lambda](https://docs.aws.amazon.com/lambda/latest/dg/encrypt-zip-package.html#enable-zip-custom-encryption).\n  +  The optimized version of the container image that's used for function invocations. Note that this is not the same key that's used to protect your container image in the Amazon Elastic Container Registry (Amazon ECR). For more information, see [Function lifecycle](https://docs.aws.amazon.com/lambda/latest/dg/images-create.html#images-lifecycle).\n  \n If you don't provide a customer managed key, Lambda uses an [owned key](https://docs.aws.amazon.com/kms/latest/developerguide/concepts.html#aws-owned-cmk) or an [](https://docs.aws.amazon.com/kms/latest/developerguide/concepts.html#aws-managed-cmk).",
+      "type": "string"
+    },
+    "PublishToLatestPublished": {
+      "description": "",
+      "type": "boolean"
+    },
+    "PackageType": {
+      "description": "The type of deployment package. Set to ``Image`` for container image and set ``Zip`` for .zip file archive.",
+      "type": "string",
+      "enum": [
+        "Image",
+        "Zip"
+      ]
+    },
+    "CodeSigningConfigArn": {
+      "pattern": "arn:(aws[a-zA-Z-]*)?:lambda:(eusc-)?[a-z]{2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\d{1}:\\d{12}:code-signing-config:csc-[a-z0-9]{17}",
+      "description": "To enable code signing for this function, specify the ARN of a code-signing configuration. A code-signing configuration includes a set of signing profiles, which define the trusted publishers for this function.",
+      "type": "string"
+    },
+    "Layers": {
+      "uniqueItems": false,
+      "description": "A list of [function layers](https://docs.aws.amazon.com/lambda/latest/dg/configuration-layers.html) to add to the function's execution environment. Specify each layer by its ARN, including the version.",
+      "type": "array",
+      "items": {
+        "type": "string"
+      }
+    },
+    "TenancyConfig": {
+      "description": "",
+      "$ref": "#/definitions/TenancyConfig"
+    },
+    "Tags": {
+      "uniqueItems": true,
+      "description": "A list of [tags](https://docs.aws.amazon.com/lambda/latest/dg/tagging.html) to apply to the function.\n  You must have the ``lambda:TagResource``, ``lambda:UntagResource``, and ``lambda:ListTags`` permissions for your [principal](https://docs.aws.amazon.com/IAM/latest/UserGuide/id_roles_terms-and-concepts.html) to manage the CFN stack. If you don't have these permissions, there might be unexpected behavior with stack-level tags propagating to the resource during resource creation and update.",
+      "insertionOrder": false,
+      "type": "array",
+      "items": {
+        "$ref": "#/definitions/Tag"
+      }
+    },
+    "ImageConfig": {
+      "description": "Configuration values that override the container image Dockerfile settings. For more information, see [Container image settings](https://docs.aws.amazon.com/lambda/latest/dg/images-create.html#images-parms).",
+      "$ref": "#/definitions/ImageConfig"
+    },
+    "MemorySize": {
+      "description": "The amount of [memory available to the function](https://docs.aws.amazon.com/lambda/latest/dg/configuration-function-common.html#configuration-memory-console) at runtime. Increasing the function memory also increases its CPU allocation. The default value is 128 MB. The value can be any multiple of 1 MB. Note that new AWS accounts have reduced concurrency and memory quotas. AWS raises these quotas automatically based on your usage. You can also request a quota increase.",
+      "type": "integer"
+    },
+    "DeadLetterConfig": {
+      "description": "A dead-letter queue configuration that specifies the queue or topic where Lambda sends asynchronous events when they fail processing. For more information, see [Dead-letter queues](https://docs.aws.amazon.com/lambda/latest/dg/invocation-async.html#invocation-dlq).",
+      "$ref": "#/definitions/DeadLetterConfig"
+    },
+    "Timeout": {
+      "description": "The amount of time (in seconds) that Lambda allows a function to run before stopping it. The default is 3 seconds. The maximum allowed value is 900 seconds. For more information, see [Lambda execution environment](https://docs.aws.amazon.com/lambda/latest/dg/runtimes-context.html).",
+      "type": "integer",
+      "minimum": 1
+    },
+    "CapacityProviderConfig": {
+      "description": "",
+      "$ref": "#/definitions/CapacityProviderConfig"
+    },
+    "Handler": {
+      "pattern": "^[^\\s]+$",
+      "description": "The name of the method within your code that Lambda calls to run your function. Handler is required if the deployment package is a .zip file archive. The format includes the file name. It can also include namespaces and other qualifiers, depending on the runtime. For more information, see [Lambda programming model](https://docs.aws.amazon.com/lambda/latest/dg/foundation-progmodel.html).",
+      "type": "string",
+      "maxLength": 128
+    },
+    "SnapStartResponse": {
+      "description": "",
+      "$ref": "#/definitions/SnapStartResponse"
+    },
+    "Code": {
+      "description": "The code for the function. You can define your function code in multiple ways:\n  +  For .zip deployment packages, you can specify the S3 location of the .zip file in the ``S3Bucket``, ``S3Key``, and ``S3ObjectVersion`` properties.\n  +  For .zip deployment packages, you can alternatively define the function code inline in the ``ZipFile`` property. This method works only for Node.js and Python functions.\n  +  For container images, specify the URI of your container image in the ECR registry in the ``ImageUri`` property.",
+      "$ref": "#/definitions/Code"
+    },
+    "Role": {
+      "pattern": "^arn:(aws[a-zA-Z-]*)?:iam::\\d{12}:role/?[a-zA-Z_0-9+=,.@\\-_/]+$",
+      "description": "The Amazon Resource Name (ARN) of the function's execution role.",
+      "type": "string"
+    },
+    "LoggingConfig": {
+      "description": "The function's Amazon CloudWatch Logs configuration settings.",
+      "$ref": "#/definitions/LoggingConfig"
+    },
+    "RecursiveLoop": {
+      "description": "The status of your function's recursive loop detection configuration.\n When this value is set to ``Allow``and Lambda detects your function being invoked as part of a recursive loop, it doesn't take any action.\n When this value is set to ``Terminate`` and Lambda detects your function being invoked as part of a recursive loop, it stops your function being invoked and notifies you.",
+      "$ref": "#/definitions/RecursiveLoop"
+    },
+    "Environment": {
+      "description": "Environment variables that are accessible from function code during execution.",
+      "$ref": "#/definitions/Environment"
+    },
+    "Arn": {
+      "description": "",
+      "type": "string"
+    },
+    "EphemeralStorage": {
+      "description": "The size of the function's ``/tmp`` directory in MB. The default value is 512, but it can be any whole number between 512 and 10,240 MB.",
+      "$ref": "#/definitions/EphemeralStorage"
+    },
+    "Architectures": {
+      "minItems": 1,
+      "maxItems": 1,
+      "uniqueItems": true,
+      "description": "The instruction set architecture that the function supports. Enter a string array with one of the valid values (arm64 or x86_64). The default value is ``x86_64``.",
+      "type": "array",
+      "items": {
+        "type": "string",
+        "enum": [
+          "x86_64",
+          "arm64"
+        ]
+      }
+    }
+  }
+}
diff --git a/localstack-core/localstack/services/lambda_/resource_providers/generated/aws_lambda_function_base.py b/localstack-core/localstack/services/lambda_/resource_providers/generated/aws_lambda_function_base.py
new file mode 100644
index 0000000000000..19c348048d3ec
--- /dev/null
+++ b/localstack-core/localstack/services/lambda_/resource_providers/generated/aws_lambda_function_base.py
@@ -0,0 +1,294 @@
+# LocalStack Resource Provider Base Class Scaffolding v2
+#
+# AUTOGENERATED FILE - DO NOT EDIT
+#
+
+from __future__ import annotations
+
+from abc import ABC, abstractmethod
+from pathlib import Path
+from typing import TypedDict
+
+import localstack.services.cloudformation.provider_utils as util
+from localstack.services.cloudformation.resource_provider import (
+    ProgressEvent,
+    ResourceProvider,
+    ResourceRequest,
+)
+
+
+class LambdaFunctionProperties(TypedDict):
+    Code: Code | None
+    Role: str | None
+    Architectures: list[str] | None
+    Arn: str | None
+    CapacityProviderConfig: CapacityProviderConfig | None
+    CodeSigningConfigArn: str | None
+    DeadLetterConfig: DeadLetterConfig | None
+    Description: str | None
+    DurableConfig: DurableConfig | None
+    Environment: Environment | None
+    EphemeralStorage: EphemeralStorage | None
+    FileSystemConfigs: list[FileSystemConfig] | None
+    FunctionName: str | None
+    FunctionScalingConfig: FunctionScalingConfig | None
+    Handler: str | None
+    ImageConfig: ImageConfig | None
+    KmsKeyArn: str | None
+    Layers: list[str] | None
+    LoggingConfig: LoggingConfig | None
+    MemorySize: int | None
+    PackageType: str | None
+    PublishToLatestPublished: bool | None
+    RecursiveLoop: str | None
+    ReservedConcurrentExecutions: int | None
+    Runtime: str | None
+    RuntimeManagementConfig: RuntimeManagementConfig | None
+    SnapStart: SnapStart | None
+    SnapStartResponse: SnapStartResponse | None
+    Tags: list[Tag] | None
+    TenancyConfig: TenancyConfig | None
+    Timeout: int | None
+    TracingConfig: TracingConfig | None
+    VpcConfig: VpcConfig | None
+
+
+class FunctionScalingConfig(TypedDict):
+    MaxExecutionEnvironments: int | None
+    MinExecutionEnvironments: int | None
+
+
+class TracingConfig(TypedDict):
+    Mode: str | None
+
+
+class VpcConfig(TypedDict):
+    Ipv6AllowedForDualStack: bool | None
+    SecurityGroupIds: list[str] | None
+    SubnetIds: list[str] | None
+
+
+class RuntimeManagementConfig(TypedDict):
+    UpdateRuntimeOn: str | None
+    RuntimeVersionArn: str | None
+
+
+class DurableConfig(TypedDict):
+    ExecutionTimeout: int | None
+    RetentionPeriodInDays: int | None
+
+
+class SnapStart(TypedDict):
+    ApplyOn: str | None
+
+
+class FileSystemConfig(TypedDict):
+    Arn: str | None
+    LocalMountPath: str | None
+
+
+class TenancyConfig(TypedDict):
+    TenantIsolationMode: str | None
+
+
+class Tag(TypedDict):
+    Key: str | None
+    Value: str | None
+
+
+class ImageConfig(TypedDict):
+    Command: list[str] | None
+    EntryPoint: list[str] | None
+    WorkingDirectory: str | None
+
+
+class DeadLetterConfig(TypedDict):
+    TargetArn: str | None
+
+
+class LambdaManagedInstancesCapacityProviderConfig(TypedDict):
+    CapacityProviderArn: str | None
+    ExecutionEnvironmentMemoryGiBPerVCpu: float | None
+    PerExecutionEnvironmentMaxConcurrency: int | None
+
+
+class CapacityProviderConfig(TypedDict):
+    LambdaManagedInstancesCapacityProviderConfig: (
+        LambdaManagedInstancesCapacityProviderConfig | None
+    )
+
+
+class SnapStartResponse(TypedDict):
+    ApplyOn: str | None
+    OptimizationStatus: str | None
+
+
+class Code(TypedDict):
+    ImageUri: str | None
+    S3Bucket: str | None
+    S3Key: str | None
+    S3ObjectVersion: str | None
+    SourceKMSKeyArn: str | None
+    ZipFile: str | None
+
+
+class LoggingConfig(TypedDict):
+    ApplicationLogLevel: str | None
+    LogFormat: str | None
+    LogGroup: str | None
+    SystemLogLevel: str | None
+
+
+class Environment(TypedDict):
+    Variables: dict | None
+
+
+class EphemeralStorage(TypedDict):
+    Size: int | None
+
+
+REPEATED_INVOCATION = "repeated_invocation"
+
+
+class LambdaFunctionProviderBase(ResourceProvider[LambdaFunctionProperties], ABC):
+    TYPE = "AWS::Lambda::Function"  # Autogenerated. Don't change
+    SCHEMA = util.get_schema_path(Path(__file__))  # Autogenerated. Don't change
+
+    @abstractmethod
+    def create(
+        self,
+        request: ResourceRequest[LambdaFunctionProperties],
+    ) -> ProgressEvent[LambdaFunctionProperties]:
+        """
+        Create a new resource.
+
+        Primary identifier fields:
+          - /properties/FunctionName
+
+        Required properties:
+          - Code
+          - Role
+
+        Create-only properties:
+          - /properties/FunctionName
+          - /properties/PackageType
+          - /properties/TenancyConfig
+
+        Read-only properties:
+          - /properties/SnapStartResponse
+          - /properties/SnapStartResponse/ApplyOn
+          - /properties/SnapStartResponse/OptimizationStatus
+          - /properties/Arn
+
+        IAM permissions required:
+          - lambda:CreateFunction
+          - lambda:GetFunction
+          - lambda:PutFunctionConcurrency
+          - iam:PassRole
+          - s3:GetObject
+          - s3:GetObjectVersion
+          - ec2:DescribeSecurityGroups
+          - ec2:DescribeSubnets
+          - ec2:DescribeVpcs
+          - elasticfilesystem:DescribeMountTargets
+          - kms:CreateGrant
+          - kms:Decrypt
+          - kms:Encrypt
+          - kms:GenerateDataKey
+          - lambda:GetCodeSigningConfig
+          - lambda:GetFunctionCodeSigningConfig
+          - lambda:GetLayerVersion
+          - lambda:GetRuntimeManagementConfig
+          - lambda:PutRuntimeManagementConfig
+          - lambda:TagResource
+          - lambda:PutFunctionRecursionConfig
+          - lambda:GetFunctionRecursionConfig
+          - lambda:PutFunctionScalingConfig
+          - lambda:PassCapacityProvider
+
+        """
+        raise NotImplementedError
+
+    @abstractmethod
+    def read(
+        self,
+        request: ResourceRequest[LambdaFunctionProperties],
+    ) -> ProgressEvent[LambdaFunctionProperties]:
+        """
+        Fetch resource information
+
+        IAM permissions required:
+          - lambda:GetFunction
+          - lambda:GetFunctionCodeSigningConfig
+          - lambda:GetFunctionRecursionConfig
+          - lambda:GetRuntimeManagementConfig
+          - lambda:GetFunctionScalingConfig
+        """
+        raise NotImplementedError
+
+    @abstractmethod
+    def delete(
+        self,
+        request: ResourceRequest[LambdaFunctionProperties],
+    ) -> ProgressEvent[LambdaFunctionProperties]:
+        """
+        Delete a resource
+
+        IAM permissions required:
+          - lambda:DeleteFunction
+          - lambda:GetFunction
+          - ec2:DescribeNetworkInterfaces
+        """
+        raise NotImplementedError
+
+    @abstractmethod
+    def update(
+        self,
+        request: ResourceRequest[LambdaFunctionProperties],
+    ) -> ProgressEvent[LambdaFunctionProperties]:
+        """
+        Update a resource
+
+        IAM permissions required:
+          - lambda:DeleteFunctionConcurrency
+          - lambda:GetFunction
+          - lambda:PutFunctionConcurrency
+          - lambda:TagResource
+          - lambda:UntagResource
+          - lambda:UpdateFunctionConfiguration
+          - lambda:UpdateFunctionCode
+          - iam:PassRole
+          - s3:GetObject
+          - s3:GetObjectVersion
+          - ec2:DescribeSecurityGroups
+          - ec2:DescribeSubnets
+          - ec2:DescribeVpcs
+          - elasticfilesystem:DescribeMountTargets
+          - kms:CreateGrant
+          - kms:Decrypt
+          - kms:GenerateDataKey
+          - lambda:GetRuntimeManagementConfig
+          - lambda:PutRuntimeManagementConfig
+          - lambda:PutFunctionCodeSigningConfig
+          - lambda:DeleteFunctionCodeSigningConfig
+          - lambda:GetCodeSigningConfig
+          - lambda:GetFunctionCodeSigningConfig
+          - lambda:PutFunctionRecursionConfig
+          - lambda:GetFunctionRecursionConfig
+          - lambda:PutFunctionScalingConfig
+          - lambda:PublishVersion
+          - lambda:PassCapacityProvider
+        """
+        raise NotImplementedError
+
+    @abstractmethod
+    def list(
+        self,
+        request: ResourceRequest[LambdaFunctionProperties],
+    ) -> ProgressEvent[LambdaFunctionProperties]:
+        """
+        List available resources of this type
+        IAM permissions required:
+          - lambda:ListFunctions
+        """
+        raise NotImplementedError
diff --git a/localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_function_plugin.py b/localstack-core/localstack/services/lambda_/resource_providers/generated/aws_lambda_function_plugin.py
similarity index 100%
rename from localstack-core/localstack/services/lambda_/resource_providers/aws_lambda_function_plugin.py
rename to localstack-core/localstack/services/lambda_/resource_providers/generated/aws_lambda_function_plugin.py
diff --git a/plux.ini b/plux.ini
index ad00659aee96d..e33621eb7f300 100644
--- a/plux.ini
+++ b/plux.ini
@@ -116,7 +116,7 @@ aws::lambda::alias = localstack.services.lambda_.resource_providers.lambda_alias
 aws::lambda::codesigningconfig = localstack.services.lambda_.resource_providers.aws_lambda_codesigningconfig_plugin:LambdaCodeSigningConfigProviderPlugin
 aws::lambda::eventinvokeconfig = localstack.services.lambda_.resource_providers.aws_lambda_eventinvokeconfig_plugin:LambdaEventInvokeConfigProviderPlugin
 aws::lambda::eventsourcemapping = localstack.services.lambda_.resource_providers.aws_lambda_eventsourcemapping_plugin:LambdaEventSourceMappingProviderPlugin
-aws::lambda::function = localstack.services.lambda_.resource_providers.aws_lambda_function_plugin:LambdaFunctionProviderPlugin
+aws::lambda::function = localstack.services.lambda_.resource_providers.generated.aws_lambda_function_plugin:LambdaFunctionProviderPlugin
 aws::lambda::layerversion = localstack.services.lambda_.resource_providers.aws_lambda_layerversion_plugin:LambdaLayerVersionProviderPlugin
 aws::lambda::layerversionpermission = localstack.services.lambda_.resource_providers.aws_lambda_layerversionpermission_plugin:LambdaLayerVersionPermissionProviderPlugin
 aws::lambda::permission = localstack.services.lambda_.resource_providers.aws_lambda_permission_plugin:LambdaPermissionProviderPlugin

From 1ee86448edb6ec572602c91874c33a6d99e02fc9 Mon Sep 17 00:00:00 2001
From: Silvio Vasiljevic <silvio.vasiljevic@gmail.com>
Date: Mon, 2 Feb 2026 12:18:47 +0100
Subject: [PATCH 558/697] Pin pip to below 26 for ASF and python dep upgrades
 (#13674)

---
 .github/workflows/asf-updates.yml | 2 +-
 Makefile                          | 3 ++-
 2 files changed, 3 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/asf-updates.yml b/.github/workflows/asf-updates.yml
index d34f814b2c25c..b378158091348 100644
--- a/.github/workflows/asf-updates.yml
+++ b/.github/workflows/asf-updates.yml
@@ -96,7 +96,7 @@ jobs:
           bin/release-helper.sh set-dep-ver awscli "==$AWSCLI_VERSION"
 
           # upgrade the requirements files only for the botocore package
-          python3 -m pip install --upgrade pip pip-tools
+          python3 -m pip install --upgrade "pip<26.0" pip-tools
           pip-compile --strip-extras --upgrade-package "botocore==$BOTOCORE_VERSION" --upgrade-package "boto3==$BOTO3_VERSION" --extra base-runtime -o requirements-base-runtime.txt pyproject.toml
           pip-compile --strip-extras --upgrade-package "botocore==$BOTOCORE_VERSION" --upgrade-package "boto3==$BOTO3_VERSION" --upgrade-package "awscli==$AWSCLI_VERSION" --extra runtime -o requirements-runtime.txt pyproject.toml
           pip-compile --strip-extras --upgrade-package "botocore==$BOTOCORE_VERSION" --upgrade-package "boto3==$BOTO3_VERSION" --upgrade-package "awscli==$AWSCLI_VERSION" --extra test -o requirements-test.txt pyproject.toml
diff --git a/Makefile b/Makefile
index 03babaabd5d5d..00855a505bbfe 100644
--- a/Makefile
+++ b/Makefile
@@ -36,7 +36,8 @@ freeze:                   ## Run pip freeze -l in the virtual environment
 	@$(VENV_RUN); pip freeze -l
 
 upgrade-pinned-dependencies: venv
-	$(VENV_RUN); $(PIP_CMD) install --upgrade pip pip-tools pre-commit
+	# TODO: Avoid pip 26.0 for now due to https://github.com/jazzband/pip-tools/issues/2319
+	$(VENV_RUN); $(PIP_CMD) install --upgrade "pip!=26.0" pip-tools pre-commit
 	$(VENV_RUN); pip-compile --strip-extras --upgrade -o requirements-basic.txt pyproject.toml
 	$(VENV_RUN); pip-compile --strip-extras --upgrade --extra runtime -o requirements-runtime.txt pyproject.toml
 	$(VENV_RUN); pip-compile --strip-extras --upgrade --extra test -o requirements-test.txt pyproject.toml

From 77ef41bc37999a5bc5006248bb9cc6e890b9f46f Mon Sep 17 00:00:00 2001
From: "localstack[bot]" <localstack-bot@users.noreply.github.com>
Date: Mon, 2 Feb 2026 11:31:47 +0000
Subject: [PATCH 559/697] release version 4.13.1


From e984e402e519a92fff843187781eeb460ba81df6 Mon Sep 17 00:00:00 2001
From: "localstack[bot]" <localstack-bot@users.noreply.github.com>
Date: Mon, 2 Feb 2026 11:32:55 +0000
Subject: [PATCH 560/697] prepare next development iteration


From a8c43f2df87d94f19dfd4a9c478c81f9ea8ba5d3 Mon Sep 17 00:00:00 2001
From: Thomas Rausch <thomas@thrau.at>
Date: Mon, 2 Feb 2026 13:25:59 +0100
Subject: [PATCH 561/697] fix lambda state reset method to shutdown esm workers
 correctly (#13671)

---
 localstack-core/localstack/services/lambda_/provider.py | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/localstack-core/localstack/services/lambda_/provider.py b/localstack-core/localstack/services/lambda_/provider.py
index 7ce9b2e098691..738c46536f153 100644
--- a/localstack-core/localstack/services/lambda_/provider.py
+++ b/localstack-core/localstack/services/lambda_/provider.py
@@ -292,6 +292,9 @@ def accept_state_visitor(self, visitor: StateVisitor):
         visitor.visit(lambda_stores)
 
     def on_before_state_reset(self):
+        for esm_worker in self.esm_workers.values():
+            esm_worker.stop_for_shutdown()
+        self.esm_workers = {}
         self.lambda_service.stop()
 
     def on_after_state_reset(self):

From 39ec7cf7bbc8902dbdf7d081a79bdd08c2c5a438 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 3 Feb 2026 08:52:11 +0100
Subject: [PATCH 562/697] Bump python from `51e1a0a` to `1a50c00` in the
 docker-base-images group (#13681)

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 Dockerfile    | 2 +-
 Dockerfile.s3 | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/Dockerfile b/Dockerfile
index 1981d532d436c..6332c9331972d 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,7 +1,7 @@
 #
 # base: Stage which installs necessary runtime dependencies (OS packages, etc.)
 #
-FROM python:3.13.11-slim-trixie@sha256:51e1a0a317fdb6e170dc791bbeae63fac5272c82f43958ef74a34e170c6f8b18 AS base
+FROM python:3.13.11-slim-trixie@sha256:1a50c00beb4b39ac0a228faa62d3b121ad76494d5b43f74a794f6d101333855c AS base
 ARG TARGETARCH
 
 # Install runtime OS package dependencies
diff --git a/Dockerfile.s3 b/Dockerfile.s3
index 7aeeef4e8bc4e..80d2b47646cd9 100644
--- a/Dockerfile.s3
+++ b/Dockerfile.s3
@@ -1,5 +1,5 @@
 # base: Stage which installs necessary runtime dependencies (OS packages, filesystem...)
-FROM python:3.13.11-slim-trixie@sha256:51e1a0a317fdb6e170dc791bbeae63fac5272c82f43958ef74a34e170c6f8b18 AS base
+FROM python:3.13.11-slim-trixie@sha256:1a50c00beb4b39ac0a228faa62d3b121ad76494d5b43f74a794f6d101333855c AS base
 ARG TARGETARCH
 
 # set workdir

From c3aec4d7d03d0b0a31928201a61662d03670e41c Mon Sep 17 00:00:00 2001
From: Bernhard Matyas <90144234+baermat@users.noreply.github.com>
Date: Tue, 3 Feb 2026 10:50:01 +0100
Subject: [PATCH 563/697] SNS:v2 return pending confirmation on list subs
 (#13666)

---
 .../localstack/services/sns/v2/provider.py       | 10 +++++++---
 tests/aws/services/sns/test_sns.py               | 16 ++++++++++++++++
 tests/aws/services/sns/test_sns.validation.json  |  9 +++++++++
 3 files changed, 32 insertions(+), 3 deletions(-)

diff --git a/localstack-core/localstack/services/sns/v2/provider.py b/localstack-core/localstack/services/sns/v2/provider.py
index bbc82f02c08b4..9429c196b42ce 100644
--- a/localstack-core/localstack/services/sns/v2/provider.py
+++ b/localstack-core/localstack/services/sns/v2/provider.py
@@ -593,9 +593,13 @@ def list_subscriptions(
         self, context: RequestContext, next_token: nextToken = None, **kwargs
     ) -> ListSubscriptionsResponse:
         store = self.get_store(context.account_id, context.region)
-        subscriptions = [
-            select_from_typed_dict(Subscription, sub) for sub in list(store.subscriptions.values())
-        ]
+        subscriptions = []
+        for s in list(store.subscriptions.values()):
+            sub = select_from_typed_dict(Subscription, s)
+            if s["PendingConfirmation"] == "true":
+                sub["SubscriptionArn"] = "PendingConfirmation"
+            subscriptions.append(sub)
+
         paginated_subscriptions = PaginatedList(subscriptions)
         page, next_token = paginated_subscriptions.get_page(
             token_generator=lambda x: get_next_page_token_from_arn(x["SubscriptionArn"]),
diff --git a/tests/aws/services/sns/test_sns.py b/tests/aws/services/sns/test_sns.py
index dbe5b225d2923..64288ce8e5048 100644
--- a/tests/aws/services/sns/test_sns.py
+++ b/tests/aws/services/sns/test_sns.py
@@ -848,6 +848,22 @@ def test_topic_publish_another_region(
 
         snapshot.match("error-batch", e.value.response)
 
+    @pytest.mark.skipif(is_sns_v1_provider(), reason="not correctly implemented")
+    @markers.aws.validated
+    def test_publish_no_confirm_subscription(
+        self, sns_create_topic, snapshot, sns_subscription, aws_client, e_mail_address
+    ):
+        topic_arn = sns_create_topic()["TopicArn"]
+        sns_subscription(TopicArn=topic_arn, Protocol="email", Endpoint=e_mail_address)
+
+        # We are not confirming the subscription
+        def _assert_subscription():
+            subscriptions = aws_client.sns.list_subscriptions()["Subscriptions"]
+            sub = [s for s in subscriptions if s["TopicArn"] == topic_arn][0]
+            assert sub["SubscriptionArn"] == "PendingConfirmation"
+
+        retry(_assert_subscription, retries=15, sleep=2)
+
     @markers.aws.validated
     def test_publish_non_existent_target(self, sns_create_topic, snapshot, aws_client, region_name):
         topic_arn = sns_create_topic()["TopicArn"]
diff --git a/tests/aws/services/sns/test_sns.validation.json b/tests/aws/services/sns/test_sns.validation.json
index ad3ae93fdf5c3..50a34892d5b78 100644
--- a/tests/aws/services/sns/test_sns.validation.json
+++ b/tests/aws/services/sns/test_sns.validation.json
@@ -599,6 +599,15 @@
       "total": 2.69
     }
   },
+  "tests/aws/services/sns/test_sns.py::TestSNSPublishCrud::test_publish_no_confirm_subscription": {
+    "last_validated_date": "2026-01-30T08:41:34+00:00",
+    "durations_in_seconds": {
+      "setup": 1.18,
+      "call": 1.63,
+      "teardown": 0.61,
+      "total": 3.42
+    }
+  },
   "tests/aws/services/sns/test_sns.py::TestSNSPublishCrud::test_publish_non_existent_target": {
     "last_validated_date": "2025-11-19T12:40:59+00:00",
     "durations_in_seconds": {

From c7db9273a3d4ea19dedf79b13f99f3bf472d67b9 Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Tue, 3 Feb 2026 10:57:58 +0100
Subject: [PATCH 564/697] S3: fix Unicode handling in System and User Metadata
 (#13663)

---
 .../localstack/services/s3/headers.py         | 103 ++++++++
 .../localstack/services/s3/models.py          |   8 +-
 .../localstack/services/s3/provider.py        |  37 ++-
 .../localstack/services/s3/utils.py           |  23 ++
 tests/aws/services/s3/test_s3.py              | 245 ++++++++++++++++++
 tests/aws/services/s3/test_s3.snapshot.json   | 205 +++++++++++++++
 tests/aws/services/s3/test_s3.validation.json |  72 +++++
 tests/unit/services/s3/test_s3.py             | 102 ++++++++
 8 files changed, 783 insertions(+), 12 deletions(-)
 create mode 100644 localstack-core/localstack/services/s3/headers.py

diff --git a/localstack-core/localstack/services/s3/headers.py b/localstack-core/localstack/services/s3/headers.py
new file mode 100644
index 0000000000000..71e95c462f98e
--- /dev/null
+++ b/localstack-core/localstack/services/s3/headers.py
@@ -0,0 +1,103 @@
+# Code inspired by the standard library ``email.quoprimime.header_encode``, but the safe characters set is different
+# in AWS, so we need to override it
+import unicodedata
+from base64 import b64encode
+from email.errors import HeaderParseError
+from email.header import decode_header as _decode_header
+
+from localstack.utils.strings import to_str
+
+# Build a mapping of octets to the expansion of that octet.  Since we're only
+# going to have 256 of these things, this isn't terribly inefficient
+# space-wise. Initialize the map with the full expansion, and then override
+# the safe bytes with the more compact form.
+_QUOPRI_HEADER_MAP = [f"={c:02X}" for c in range(256)]
+
+_SAFE_HEADERS_CHARS = b"!\"#$%&'()*+,-./0123456789:;<>@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\\]^`abcdefghijklmnopqrstuvwxyz{|}~\t"
+_NO_ENCODING_CHARS = _SAFE_HEADERS_CHARS + b" _=?"
+
+# For AWS, it seems it uses the std lib "safe body" bytes list which need no encoding.
+for c in _SAFE_HEADERS_CHARS:
+    _QUOPRI_HEADER_MAP[c] = chr(c)
+
+# Headers have one other special encoding; spaces become underscores.
+_QUOPRI_HEADER_MAP[ord(" ")] = "_"
+
+
+def encode_header_rfc2047(header: str | None) -> str | None:
+    if header is None:
+        return None
+
+    header_bytes = header.encode("utf-8")
+    # When all chars are "safe chars" plus " " and "_", AWS returns it as is.
+    # But if " " and "_" are presented in an encoded header, it will encode them as well
+    if all(c in _NO_ENCODING_CHARS for c in header_bytes):
+        return header
+
+    if "�" in header or any(unicodedata.category(c).startswith("C") for c in header):
+        # if there are any character which cannot be printed (not a symbol, but will be escaped with \xNN), we need to
+        # base64 encode the header
+        # See https://www.unicode.org/reports/tr44/tr44-34.html#General_Category_Values
+        encoder = encoder_header_rfc2047_base64
+    else:
+        encoder = encode_header_rfc2047_quote_printable
+
+    return encoder(header_bytes)
+
+
+def encode_header_rfc2047_quote_printable(header_bytes: bytes) -> str:
+    """
+    Encode the header value in an RFC 2047 Quote-printable format. By default, Python would encode it in Base64, but
+    AWS encodes it in the QP (a format similar to Quoted-printable, but used for emails).
+    This is the same as the standard library ``email.quoprimime.header_encode``, used by ``email.header.Header`` and
+    ``email.charset.Charset``, but the list of safe characters that do not need to be encoded is different and not
+    overridable.
+
+    See:
+    - https://www.rfc-editor.org/rfc/rfc2047.html
+    - https://docs.aws.amazon.com/AmazonS3/latest/userguide/UsingMetadata.html#UserMetadata
+    :param header_bytes: header byte value, UTF-8-encoded
+    :return: encoded header value in RFC 2047 Quoted-printable format
+    """
+    # we use our own safe character map here
+    encoded = header_bytes.decode("latin1").translate(_QUOPRI_HEADER_MAP)
+    return f"=?UTF-8?Q?{encoded}?="
+
+
+def encoder_header_rfc2047_base64(header_bytes: bytes) -> str:
+    encoded = b64encode(header_bytes).decode("ascii")
+    return f"=?UTF-8?B?{encoded}?="
+
+
+def decode_header_rfc2047(header: str) -> str:
+    try:
+        header_parts = _decode_header(header)
+        return "".join(to_str(part, charset) for part, charset in header_parts)
+    except HeaderParseError:
+        if header.lower().startswith("=?utf-8?b?"):
+            # if the header is badly B64 encoded, AWS will return random data, which we cannot make sense of.
+            # we can use the Unicode replacement character instead to indicate an error
+            # we return as many replacement chars as there are b64 chars
+            replacement_header = "\ufffd" * (len(header) - 13)
+            return replacement_header
+        return header
+
+
+def replace_non_iso_8859_1_characters(header: str, repl: str = " ") -> str:
+    """
+    Sanitize the header value to not contain any character which cannot be encoded to latin-1, to be compatible with
+    webservers.
+    :param header: header value, UTF-8 encoded
+    :param repl: replacement value for latin-1 incompatible char, empty space by default in AWS
+    :return: sanitized header value which can be encoded as latin-1
+    """
+    sanitized_header = header
+    while True:
+        try:
+            sanitized_header.encode("iso-8859-1", errors="strict")
+            break
+        except UnicodeEncodeError as exc:
+            bad_char = sanitized_header[exc.start : exc.end]
+            sanitized_header = sanitized_header.replace(bad_char, repl)
+
+    return sanitized_header
diff --git a/localstack-core/localstack/services/s3/models.py b/localstack-core/localstack/services/s3/models.py
index 17ad674425035..ee3df4e45c4b1 100644
--- a/localstack-core/localstack/services/s3/models.py
+++ b/localstack-core/localstack/services/s3/models.py
@@ -77,6 +77,7 @@
     S3_UPLOAD_PART_MIN_SIZE,
 )
 from localstack.services.s3.exceptions import InvalidRequest
+from localstack.services.s3.headers import replace_non_iso_8859_1_characters
 from localstack.services.s3.utils import (
     CombinedCrcHash,
     get_s3_checksum,
@@ -318,9 +319,7 @@ def __init__(
         owner: Owner | None = None,
     ):
         self.key = key
-        self.user_metadata = (
-            {k.lower(): v for k, v in user_metadata.items()} if user_metadata else {}
-        )
+        self.user_metadata = user_metadata or {}
         self.system_metadata = system_metadata or {}
         self.version_id = version_id
         self.storage_class = storage_class or StorageClass.STANDARD
@@ -348,6 +347,7 @@ def __init__(
         self.internal_last_modified = 0
 
     def get_system_metadata_fields(self) -> dict:
+        # TODO: change when updating the schema -> make it a property
         headers = {
             "LastModified": self.last_modified_rfc1123,
             "ContentLength": str(self.size),
@@ -357,7 +357,7 @@ def get_system_metadata_fields(self) -> dict:
             headers["Expires"] = self.expires_rfc1123
 
         for metadata_key, metadata_value in self.system_metadata.items():
-            headers[metadata_key] = metadata_value
+            headers[metadata_key] = replace_non_iso_8859_1_characters(metadata_value)
 
         if self.storage_class != StorageClass.STANDARD:
             headers["StorageClass"] = self.storage_class
diff --git a/localstack-core/localstack/services/s3/provider.py b/localstack-core/localstack/services/s3/provider.py
index 75eef6ada6969..e7e7d166e1817 100644
--- a/localstack-core/localstack/services/s3/provider.py
+++ b/localstack-core/localstack/services/s3/provider.py
@@ -275,6 +275,8 @@
     base_64_content_md5_to_etag,
     create_redirect_for_post_request,
     create_s3_kms_managed_key_for_region,
+    decode_user_metadata,
+    encode_user_metadata,
     etag_to_base_64_content_md5,
     extract_bucket_key_version_id_from_copy_source,
     generate_safe_version_id,
@@ -293,6 +295,8 @@
     get_s3_checksum_algorithm_from_trailing_headers,
     get_system_metadata_from_request,
     get_unique_key_id,
+    get_url_encoded_object_location,
+    header_name_from_capitalized_param,
     is_bucket_name_valid,
     is_version_older_than_other,
     parse_copy_source_range_header,
@@ -760,6 +764,8 @@ def put_object(
         if not system_metadata.get("ContentType"):
             system_metadata["ContentType"] = "binary/octet-stream"
 
+        user_metadata = decode_user_metadata(request.get("Metadata"))
+
         version_id = generate_version_id(s3_bucket.versioning_status)
         if version_id != "null":
             # if we are in a versioned bucket, we need to lock around the full key (all the versions)
@@ -810,7 +816,7 @@ def put_object(
             version_id=version_id,
             storage_class=storage_class,
             expires=request.get("Expires"),
-            user_metadata=request.get("Metadata"),
+            user_metadata=user_metadata,
             system_metadata=system_metadata,
             checksum_algorithm=checksum_algorithm,
             checksum_value=checksum_value,
@@ -1015,7 +1021,7 @@ def get_object(
             **s3_object.get_system_metadata_fields(),
         )
         if s3_object.user_metadata:
-            response["Metadata"] = s3_object.user_metadata
+            response["Metadata"] = encode_user_metadata(s3_object.user_metadata)
 
         if s3_object.parts and request.get("PartNumber"):
             response["PartsCount"] = len(s3_object.parts)
@@ -1097,6 +1103,17 @@ def get_object(
 
         for request_param, response_param in ALLOWED_HEADER_OVERRIDES.items():
             if request_param_value := request.get(request_param):
+                if isinstance(request_param_value, str):
+                    try:
+                        request_param_value.encode("latin-1")
+                    except UnicodeEncodeError:
+                        raise InvalidArgument(
+                            "Header value cannot be represented using ISO-8859-1.",
+                            ArgumentName=header_name_from_capitalized_param(request_param),
+                            ArgumentValue=request_param_value,
+                            HostId=S3_HOST_ID,
+                        )
+
                 response[response_param] = request_param_value
 
         return response
@@ -1143,7 +1160,7 @@ def head_object(
             **s3_object.get_system_metadata_fields(),
         )
         if s3_object.user_metadata:
-            response["Metadata"] = s3_object.user_metadata
+            response["Metadata"] = encode_user_metadata(s3_object.user_metadata)
 
         checksum_value = None
         checksum_type = None
@@ -1581,7 +1598,7 @@ def copy_object(
             tagging = parse_tagging_header(tagging)
 
         if metadata_directive == "REPLACE":
-            user_metadata = request.get("Metadata")
+            user_metadata = decode_user_metadata(request.get("Metadata"))
             system_metadata = get_system_metadata_from_request(request)
             if not system_metadata.get("ContentType"):
                 system_metadata["ContentType"] = "binary/octet-stream"
@@ -2284,6 +2301,8 @@ def create_multipart_upload(
         if not system_metadata.get("ContentType"):
             system_metadata["ContentType"] = "binary/octet-stream"
 
+        user_metadata = decode_user_metadata(request.get("Metadata"))
+
         checksum_algorithm = request.get("ChecksumAlgorithm")
         if checksum_algorithm and checksum_algorithm not in CHECKSUM_ALGORITHMS:
             raise InvalidRequest(
@@ -2337,7 +2356,7 @@ def create_multipart_upload(
             key=key,
             storage_class=storage_class,
             expires=request.get("Expires"),
-            user_metadata=request.get("Metadata"),
+            user_metadata=user_metadata,
             system_metadata=system_metadata,
             checksum_algorithm=checksum_algorithm,
             checksum_type=checksum_type,
@@ -2807,7 +2826,7 @@ def complete_multipart_upload(
             Bucket=bucket,
             Key=key,
             ETag=s3_object.quoted_etag,
-            Location=f"{get_full_default_bucket_location(bucket)}{key}",
+            Location=get_url_encoded_object_location(bucket, key),
         )
 
         if s3_object.version_id:
@@ -4471,7 +4490,8 @@ def post_object(
         system_metadata = {}
         for system_metadata_field in post_system_settable_headers:
             if field_value := form.get(system_metadata_field):
-                system_metadata[system_metadata_field.replace("-", "")] = field_value
+                system_key = system_metadata_field.replace("-", "")
+                system_metadata[system_key] = field_value
 
         if not system_metadata.get("ContentType"):
             system_metadata["ContentType"] = "binary/octet-stream"
@@ -4577,7 +4597,8 @@ def post_object(
             response["StatusCode"] = 204
 
         response["LocationHeader"] = response.get(
-            "LocationHeader", f"{get_full_default_bucket_location(bucket)}{object_key}"
+            "LocationHeader",
+            get_url_encoded_object_location(bucket, object_key),
         )
 
         if s3_bucket.versioning_status == "Enabled":
diff --git a/localstack-core/localstack/services/s3/utils.py b/localstack-core/localstack/services/s3/utils.py
index 912497f11fe84..813a06cb506b8 100644
--- a/localstack-core/localstack/services/s3/utils.py
+++ b/localstack-core/localstack/services/s3/utils.py
@@ -77,6 +77,7 @@
     InvalidRequest,
     MalformedXML,
 )
+from localstack.services.s3.headers import decode_header_rfc2047, encode_header_rfc2047
 from localstack.utils.aws import arns
 from localstack.utils.aws.arns import parse_arn
 from localstack.utils.objects import singleton_factory
@@ -462,6 +463,10 @@ def get_full_default_bucket_location(bucket_name: BucketName) -> str:
         return f"{config.get_protocol()}://{bucket_name}.s3.{host_definition.host_and_port()}/"
 
 
+def get_url_encoded_object_location(bucket_name: BucketName, object_key: str) -> str:
+    return f"{get_full_default_bucket_location(bucket_name)}{urlparser.quote(object_key)}"
+
+
 def etag_to_base_64_content_md5(etag: ETag) -> str:
     """
     Convert an ETag, representing a MD5 hexdigest (might be quoted), to its base64 encoded representation
@@ -560,6 +565,20 @@ def get_system_metadata_from_request(request: dict) -> Metadata:
     return metadata
 
 
+def encode_user_metadata(metadata: Metadata) -> Metadata:
+    """Encode the user metadata in the RFC 2047 format if necessary so that it can be returned in HTTP headers"""
+    return {k: encode_header_rfc2047(v) for k, v in metadata.items()}
+
+
+def decode_user_metadata(metadata: Metadata | None) -> Metadata:
+    """Decode the user metadata if provided in the RFC2047 format, or leave as is if not. AWS also lowercase the
+    metadata key"""
+    if not metadata:
+        return {}
+
+    return {k.lower(): decode_header_rfc2047(v) for k, v in metadata.items()}
+
+
 def extract_bucket_name_and_key_from_headers_and_path(
     headers: dict[str, str], path: str
 ) -> tuple[str | None, str | None]:
@@ -618,6 +637,10 @@ def capitalize_header_name_from_snake_case(header_name: str) -> str:
     return "-".join([part.capitalize() for part in header_name.split("-")])
 
 
+def header_name_from_capitalized_param(param_name: str) -> str:
+    return "-".join(re.findall("[A-Z][^A-Z]*", param_name)).lower()
+
+
 def get_kms_key_arn(kms_key: str, account_id: str, bucket_region: str) -> str | None:
     """
     In S3, the KMS key can be passed as a KeyId or a KeyArn. This method allows to always get the KeyArn from either.
diff --git a/tests/aws/services/s3/test_s3.py b/tests/aws/services/s3/test_s3.py
index b084613b0d840..316cbadf83eab 100644
--- a/tests/aws/services/s3/test_s3.py
+++ b/tests/aws/services/s3/test_s3.py
@@ -15,6 +15,7 @@
 from importlib.util import find_spec
 from io import BytesIO
 from operator import itemgetter
+from string import punctuation as ascii_punctuation
 from typing import TYPE_CHECKING
 from urllib.parse import SplitResult, parse_qs, quote, urlencode, urlparse, urlunsplit
 from zoneinfo import ZoneInfo
@@ -43,6 +44,7 @@
     LOCALHOST_HOSTNAME,
 )
 from localstack.services.s3 import constants as s3_constants
+from localstack.services.s3.headers import encode_header_rfc2047
 from localstack.services.s3.utils import (
     RFC1123,
     etag_to_base_64_content_md5,
@@ -439,6 +441,70 @@ def test_put_and_get_object_with_content_language_disposition(
         snapshot.match("get-object-headers", response["ResponseMetadata"])
         assert response["Body"].read() == b"abc123"
 
+    @markers.aws.validated
+    def test_system_metadata_with_unicode(self, s3_bucket, snapshot, aws_client):
+        snapshot.add_transformer(snapshot.transform.s3_api())
+        response = aws_client.s3.put_object(
+            Bucket=s3_bucket,
+            Key="test",
+            ContentLanguage="de",
+            ContentDisposition='attachment; filename="test_—_file%E2%80%94_é_2.pdf"',
+            CacheControl="ÄMÄZÕÑ S3",
+        )
+        snapshot.match("put-object", response)
+
+        response = aws_client.s3.get_object(Bucket=s3_bucket, Key="test")
+        snapshot.match("get-object", response)
+
+    @markers.aws.validated
+    def test_user_metadata_rfc2047_encoded(self, s3_bucket, snapshot, aws_client):
+        snapshot.add_transformer(snapshot.transform.s3_api())
+        non_ascii = "test_—_file%E2%80%94_é_2?.pdf"
+        non_ascii_2 = "ÄMÄZÕÑ S3"
+        utf_metadata = "\x00\x01\x02\x03"
+        replacement_chars = "�������"
+        safe_chars = ascii_punctuation + " \t"
+        response = aws_client.s3.put_object(
+            Bucket=s3_bucket,
+            Key="test",
+            Metadata={
+                "non-ascii": encode_header_rfc2047(non_ascii),
+                "non-ascii-2": encode_header_rfc2047(non_ascii_2),
+                "non-ascii-binary": encode_header_rfc2047(utf_metadata),
+                "replacement-chars": encode_header_rfc2047(replacement_chars),
+                # test if it will decode RFC 2047 looking data and return it decoded
+                "fake-encoded": "=?UTF-8?Q?actually-ascii?=",
+                "asciib64-encoded": "=?UTF-8?B?YWJj?=",
+                "safe-chars": safe_chars,
+            },
+        )
+        snapshot.match("put-object", response)
+
+        response = aws_client.s3.get_object(Bucket=s3_bucket, Key="test")
+        snapshot.match("get-object", response)
+
+    @markers.aws.validated
+    @markers.snapshot.skip_snapshot_verify(
+        # AWS returns broken encoded data, so we use replacement chars instead to indicate encoding error, if the
+        # padding is wrong
+        paths=["$..Metadata.bad-b64-encoded"],
+    )
+    def test_user_metadata_rfc2047_bad_b64_encoded(self, s3_bucket, snapshot, aws_client):
+        snapshot.add_transformer(snapshot.transform.s3_api())
+        response = aws_client.s3.put_object(
+            Bucket=s3_bucket,
+            Key="test",
+            Metadata={
+                # this b64 value has a wrong padding
+                "bad-b64-encoded": "=?UTF-8?B?=GGG?="
+            },
+        )
+        # AWS does not fail on invalid b64, but it returns gibberish, which we can't really have parity with (not
+        # worth it, so we return what we received)
+        snapshot.match("put-object", response)
+        response = aws_client.s3.get_object(Bucket=s3_bucket, Key="test")
+        snapshot.match("get-object", response)
+
     @markers.aws.validated
     @pytest.mark.parametrize(
         "use_virtual_address",
@@ -552,6 +618,44 @@ def test_put_get_object_single_character_trailing_slash(self, s3_bucket, aws_cli
         resp = aws_client.s3.list_objects_v2(Bucket=s3_bucket)
         snapshot.match("list-objects-single-char", resp)
 
+    @markers.aws.validated
+    def test_multipart_with_unicode_character_location(self, s3_bucket, aws_client, snapshot):
+        snapshot.add_transformer(
+            [
+                snapshot.transform.key_value("Bucket", reference_replacement=False),
+                snapshot.transform.key_value("DisplayName", reference_replacement=False),
+                snapshot.transform.key_value("UploadId"),
+                snapshot.transform.key_value(
+                    "ID", value_replacement="owner-id", reference_replacement=False
+                ),
+            ]
+        )
+
+        key_name = "test-unicode_—_file"
+        response = aws_client.s3.create_multipart_upload(Bucket=s3_bucket, Key=key_name)
+        snapshot.match("create-multipart", response)
+        upload_id = response["UploadId"]
+
+        upload_part = aws_client.s3.upload_part(
+            Bucket=s3_bucket,
+            Key=key_name,
+            Body="upload-part-1",
+            PartNumber=1,
+            UploadId=upload_id,
+        )
+
+        multipart_upload_parts = [{"ETag": upload_part["ETag"], "PartNumber": 1}]
+
+        response = aws_client.s3.complete_multipart_upload(
+            Bucket=s3_bucket,
+            Key=key_name,
+            MultipartUpload={"Parts": multipart_upload_parts},
+            UploadId=upload_id,
+        )
+        snapshot.match("complete-multipart", response)
+        location_prefix = response["Location"].split("/test-unicode")[0]
+        snapshot.add_transformer(snapshot.transform.regex(location_prefix, "<bucket-url>"))
+
     @markers.aws.validated
     def test_copy_object_special_character(self, s3_bucket, s3_create_bucket, aws_client, snapshot):
         snapshot.add_transformer(snapshot.transform.s3_api())
@@ -6616,6 +6720,77 @@ def test_put_url_metadata_with_sig_s3(
         else:
             assert "wrong" not in head_object["Metadata"]
 
+    @markers.aws.validated
+    def test_get_response_overrides_unicode_metadata_with_sig_s3(
+        self,
+        s3_bucket,
+        snapshot,
+        aws_client,
+        presigned_snapshot_transformers,
+    ):
+        snapshot.add_transformer(snapshot.transform.s3_api())
+        presigned_client = _s3_client_pre_signed_client(
+            Config(signature_version="s3"),
+            endpoint_url=_endpoint_url(),
+        )
+        object_key = "key-non-ascii"
+        aws_client.s3.put_object(Bucket=s3_bucket, Key=object_key)
+
+        url = presigned_client.generate_presigned_url(
+            "get_object",
+            Params={
+                "Bucket": s3_bucket,
+                "Key": object_key,
+                "ResponseCacheControl": "non-ascii-%E2%80%94_—_é_",
+                "ResponseContentDisposition": 'filename="test_—_file%E2%80%94_é_2.pdf"',
+            },
+        )
+        response = requests.get(url, verify=False)
+        assert response.status_code == 400
+
+        response_content = xmltodict.parse(response.content)
+        snapshot.match("unicode-error", response_content)
+
+    @markers.aws.validated
+    def test_put_unicode_metadata_with_sig_s3(
+        self,
+        s3_bucket,
+        snapshot,
+        aws_client,
+        presigned_snapshot_transformers,
+    ):
+        # we need to import the internal handlers of botocore and remove it, because it interferes with testing, and
+        # other SDKs do not have that validation and will accept non-ascii metadata
+        from botocore.handlers import validate_ascii_metadata
+
+        snapshot.add_transformer(snapshot.transform.s3_api())
+        presigned_client = _s3_client_pre_signed_client(
+            Config(signature_version="s3"),
+            endpoint_url=_endpoint_url(),
+        )
+        # remove the builtin handler that validate ascii in the metadata, because AWS actually accepts it if it is in
+        # pre-signed URLs.
+        presigned_client.meta.events.unregister(
+            "before-parameter-build.s3.PutObject",
+            validate_ascii_metadata,
+        )
+
+        object_key = "key-non-ascii"
+
+        metadata = {"foo": "non-ascii-%E2%80%94_—_é_"}
+
+        # put object via presigned URL with metadata
+        url = presigned_client.generate_presigned_url(
+            "put_object",
+            Params={"Bucket": s3_bucket, "Key": object_key, "Metadata": metadata},
+        )
+
+        response = requests.put(url, verify=False)
+        assert response.ok
+
+        response = aws_client.s3.head_object(Bucket=s3_bucket, Key=object_key)
+        snapshot.match("head_object", response)
+
     @markers.aws.validated
     def test_get_object_ignores_request_body(self, s3_bucket, aws_client):
         key = "foo-key"
@@ -11045,6 +11220,76 @@ def test_post_object_with_metadata(self, s3_bucket, aws_client, snapshot):
         head_object = aws_client.s3.head_object(Bucket=s3_bucket, Key=object_key)
         snapshot.match("head-object", head_object)
 
+    @markers.aws.validated
+    def test_post_object_with_unicode_metadata(self, s3_bucket, aws_client, snapshot):
+        # https://docs.aws.amazon.com/AmazonS3/latest/userguide/UsingMetadata.html
+        # To avoid issues related to the presentation of these metadata values, you should conform to using US-ASCII
+        # characters when using REST and UTF-8 when using SOAP or browser-based uploads through POST.
+        # When using non-US-ASCII characters in your metadata values, the provided Unicode string is examined for
+        # non-US-ASCII characters. Values of such headers are character decoded as per RFC 2047 before storing and
+        # encoded as per RFC 2047 to make them mail-safe before returning. If the string contains only US-ASCII
+        # characters, it is presented as is.
+
+        snapshot.add_transformer(snapshot.transform.key_value("Bucket"), priority=10)
+        object_key = "test_unicode—_file.pdf"
+        content_disposition = 'filename="test_—_file%E2%80%94_é_2-.pdf"'
+        cache_control = "non-ascii-%E2%80%94_—_é_"
+        user_metadata = "ÄMÄZÕÑ S3"
+        user_metadata_2 = "test_—_file%E2%80%94_é_2👑.pdf"
+        test_safe_chars = "! \"#$%&'()*+,-./0123456789:;<>'?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\\]^_`abcdefghijklmnopqrstuvwxyz{|}~\t"
+        utf_8_byte_string = "\x00\x01\x02\x03\x04"
+        rfc_2047_q_encoded = "=?UTF-8?Q?actually-ascii?="
+        rfc_2047_b_encoded = "=?UTF-8?B?YWJj?="
+
+        presigned_request = aws_client.s3.generate_presigned_post(
+            Bucket=s3_bucket,
+            Key=object_key,
+            ExpiresIn=60,
+            Fields={
+                "Content-Disposition": content_disposition,
+                "Cache-Control": cache_control,
+                "x-amz-meta-nonascii": user_metadata,
+                "x-amz-meta-nonascii-2": user_metadata_2,
+                "x-amz-meta-safe-chars": test_safe_chars,
+                "x-amz-meta-utf-8": utf_8_byte_string,
+                "x-amz-meta-q-encoded": rfc_2047_q_encoded,
+                "x-amz-meta-b-encoded": rfc_2047_b_encoded,
+                # we require the 201 status code to get more information from the response
+                "success_action_status": "201",
+            },
+            Conditions=[
+                {"bucket": s3_bucket},
+                ["eq", "$Content-Disposition", content_disposition],
+                ["eq", "$Cache-Control", cache_control],
+                ["eq", "$x-amz-meta-nonascii", user_metadata],
+                ["eq", "$x-amz-meta-nonascii-2", user_metadata_2],
+                ["eq", "$x-amz-meta-safe-chars", test_safe_chars],
+                ["eq", "$x-amz-meta-utf-8", utf_8_byte_string],
+                ["eq", "$x-amz-meta-q-encoded", rfc_2047_q_encoded],
+                ["eq", "$x-amz-meta-b-encoded", rfc_2047_b_encoded],
+                ["eq", "$success_action_status", "201"],
+            ],
+        )
+        # PostObject
+        response = requests.post(
+            presigned_request["url"],
+            data=presigned_request["fields"],
+            files={"file": "test-body-tagging"},
+            verify=False,
+        )
+        assert response.status_code == 201
+        response_content = xmltodict.parse(response.content)
+        location_header = response.headers.get("Location")
+        response_content["LocationHeader"] = location_header
+        response_content["PostResponse"].pop("@xmlns", None)
+        snapshot.match("post-object", response_content)
+
+        location_prefix = location_header.split("/test_unicode")[0]
+        snapshot.add_transformer(snapshot.transform.regex(location_prefix, "<bucket-url>"))
+
+        head_object = aws_client.s3.head_object(Bucket=s3_bucket, Key=object_key)
+        snapshot.match("head-object", head_object)
+
     @markers.aws.validated
     @markers.snapshot.skip_snapshot_verify(
         paths=[
diff --git a/tests/aws/services/s3/test_s3.snapshot.json b/tests/aws/services/s3/test_s3.snapshot.json
index e2c749f6703a9..b20cdd0b76c6b 100644
--- a/tests/aws/services/s3/test_s3.snapshot.json
+++ b/tests/aws/services/s3/test_s3.snapshot.json
@@ -18370,5 +18370,210 @@
         }
       }
     }
+  },
+  "tests/aws/services/s3/test_s3.py::TestS3PresignedPost::test_post_object_with_unicode_metadata": {
+    "recorded-date": "02-02-2026, 11:43:12",
+    "recorded-content": {
+      "post-object": {
+        "LocationHeader": "<bucket-url>/test_unicode%E2%80%94_file.pdf",
+        "PostResponse": {
+          "Bucket": "<bucket:1>",
+          "ETag": "\"a7d8531d918474360de3e2eaeb110cda\"",
+          "Key": "test_unicode\u2014_file.pdf",
+          "Location": "<bucket-url>/test_unicode%E2%80%94_file.pdf"
+        }
+      },
+      "head-object": {
+        "AcceptRanges": "bytes",
+        "CacheControl": "non-ascii-%E2%80%94_ _\u00e9_",
+        "ContentDisposition": "filename=\"test_ _file%E2%80%94_\u00e9_2-.pdf\"",
+        "ContentLength": 17,
+        "ContentType": "binary/octet-stream",
+        "ETag": "\"a7d8531d918474360de3e2eaeb110cda\"",
+        "LastModified": "datetime",
+        "Metadata": {
+          "b-encoded": "=?UTF-8?B?YWJj?=",
+          "nonascii": "=?UTF-8?Q?=C3=84M=C3=84Z=C3=95=C3=91_S3?=",
+          "nonascii-2": "=?UTF-8?Q?test=5F=E2=80=94=5Ffile%E2%80%94=5F=C3=A9=5F2=F0=9F=91=91.pdf?=",
+          "q-encoded": "=?UTF-8?Q?actually-ascii?=",
+          "safe-chars": "! \"#$%&'()*+,-./0123456789:;<>'?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\\]^_`abcdefghijklmnopqrstuvwxyz{|}~\t",
+          "utf-8": "=?UTF-8?B?AAECAwQ=?="
+        },
+        "ServerSideEncryption": "AES256",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/s3/test_s3.py::TestS3::test_system_metadata_with_unicode": {
+    "recorded-date": "28-01-2026, 18:54:10",
+    "recorded-content": {
+      "put-object": {
+        "ChecksumCRC32": "AAAAAA==",
+        "ChecksumType": "FULL_OBJECT",
+        "ETag": "\"d41d8cd98f00b204e9800998ecf8427e\"",
+        "ServerSideEncryption": "AES256",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "get-object": {
+        "AcceptRanges": "bytes",
+        "Body": "",
+        "CacheControl": "\u00c3\u0084M\u00c3\u0084Z\u00c3\u0095\u00c3\u0091 S3",
+        "ChecksumCRC32": "AAAAAA==",
+        "ChecksumType": "FULL_OBJECT",
+        "ContentDisposition": "attachment; filename=\"test_\u00e2\u0080\u0094_file%E2%80%94_\u00c3\u00a9_2.pdf\"",
+        "ContentLanguage": "de",
+        "ContentLength": 0,
+        "ContentType": "binary/octet-stream",
+        "ETag": "\"d41d8cd98f00b204e9800998ecf8427e\"",
+        "LastModified": "datetime",
+        "Metadata": {},
+        "ServerSideEncryption": "AES256",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/s3/test_s3.py::TestS3PresignedUrl::test_get_response_overrides_unicode_metadata_with_sig_s3": {
+    "recorded-date": "28-01-2026, 18:18:20",
+    "recorded-content": {
+      "unicode-error": {
+        "Error": {
+          "ArgumentName": "response-cache-control",
+          "ArgumentValue": "non-ascii-%E2%80%94_\u2014_\u00e9_",
+          "Code": "InvalidArgument",
+          "HostId": "host-id",
+          "Message": "Header value cannot be represented using ISO-8859-1.",
+          "RequestId": "<request-id:1>"
+        }
+      }
+    }
+  },
+  "tests/aws/services/s3/test_s3.py::TestS3PresignedUrl::test_put_unicode_metadata_with_sig_s3": {
+    "recorded-date": "28-01-2026, 18:46:18",
+    "recorded-content": {
+      "head_object": {
+        "AcceptRanges": "bytes",
+        "ContentLength": 0,
+        "ContentType": "binary/octet-stream",
+        "ETag": "\"d41d8cd98f00b204e9800998ecf8427e\"",
+        "LastModified": "datetime",
+        "Metadata": {
+          "foo": "=?UTF-8?Q?non-ascii-%E2%80%94=5F=E2=80=94=5F=C3=A9=5F?="
+        },
+        "ServerSideEncryption": "AES256",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/s3/test_s3.py::TestS3::test_multipart_with_unicode_character_location": {
+    "recorded-date": "28-01-2026, 19:11:53",
+    "recorded-content": {
+      "create-multipart": {
+        "Bucket": "bucket",
+        "Key": "test-unicode_\u2014_file",
+        "ServerSideEncryption": "AES256",
+        "UploadId": "<upload-id:1>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "complete-multipart": {
+        "Bucket": "bucket",
+        "ChecksumCRC64NVME": "LPvyvt6AWlQ=",
+        "ChecksumType": "FULL_OBJECT",
+        "ETag": "\"209b3f7345bfc0220995968302e3e9a8-1\"",
+        "Key": "test-unicode_\u2014_file",
+        "Location": "<bucket-url>/test-unicode_%E2%80%94_file",
+        "ServerSideEncryption": "AES256",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/s3/test_s3.py::TestS3::test_user_metadata_rfc2047_encoded": {
+    "recorded-date": "02-02-2026, 16:50:27",
+    "recorded-content": {
+      "put-object": {
+        "ChecksumCRC32": "AAAAAA==",
+        "ChecksumType": "FULL_OBJECT",
+        "ETag": "\"d41d8cd98f00b204e9800998ecf8427e\"",
+        "ServerSideEncryption": "AES256",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "get-object": {
+        "AcceptRanges": "bytes",
+        "Body": "",
+        "ChecksumCRC32": "AAAAAA==",
+        "ChecksumType": "FULL_OBJECT",
+        "ContentLength": 0,
+        "ContentType": "binary/octet-stream",
+        "ETag": "\"d41d8cd98f00b204e9800998ecf8427e\"",
+        "LastModified": "datetime",
+        "Metadata": {
+          "asciib64-encoded": "abc",
+          "fake-encoded": "actually-ascii",
+          "non-ascii": "=?UTF-8?Q?test=5F=E2=80=94=5Ffile%E2%80%94=5F=C3=A9=5F2=3F.pdf?=",
+          "non-ascii-2": "=?UTF-8?Q?=C3=84M=C3=84Z=C3=95=C3=91_S3?=",
+          "non-ascii-binary": "=?UTF-8?B?AAECAw==?=",
+          "replacement-chars": "=?UTF-8?B?77+977+977+977+977+977+977+9?=",
+          "safe-chars": "!\"#$%&'()*+,-./:;<=>?@[\\]^_`{|}~"
+        },
+        "ServerSideEncryption": "AES256",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/s3/test_s3.py::TestS3::test_user_metadata_rfc2047_bad_b64_encoded": {
+    "recorded-date": "30-01-2026, 19:03:30",
+    "recorded-content": {
+      "put-object": {
+        "ChecksumCRC32": "AAAAAA==",
+        "ChecksumType": "FULL_OBJECT",
+        "ETag": "\"d41d8cd98f00b204e9800998ecf8427e\"",
+        "ServerSideEncryption": "AES256",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "get-object": {
+        "AcceptRanges": "bytes",
+        "Body": "",
+        "ChecksumCRC32": "AAAAAA==",
+        "ChecksumType": "FULL_OBJECT",
+        "ContentLength": 0,
+        "ContentType": "binary/octet-stream",
+        "ETag": "\"d41d8cd98f00b204e9800998ecf8427e\"",
+        "LastModified": "datetime",
+        "Metadata": {
+          "bad-b64-encoded": "=?UTF-8?B?77+9Ye+/vQ==?="
+        },
+        "ServerSideEncryption": "AES256",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/s3/test_s3.validation.json b/tests/aws/services/s3/test_s3.validation.json
index 320c3cc950d97..303efb80ab9d0 100644
--- a/tests/aws/services/s3/test_s3.validation.json
+++ b/tests/aws/services/s3/test_s3.validation.json
@@ -257,6 +257,15 @@
   "tests/aws/services/s3/test_s3.py::TestS3::test_metadata_header_character_decoding": {
     "last_validated_date": "2025-01-21T18:26:37+00:00"
   },
+  "tests/aws/services/s3/test_s3.py::TestS3::test_metadata_header_character_unicode_encoding": {
+    "last_validated_date": "2026-01-28T17:21:11+00:00",
+    "durations_in_seconds": {
+      "setup": 1.08,
+      "call": 0.32,
+      "teardown": 0.96,
+      "total": 2.36
+    }
+  },
   "tests/aws/services/s3/test_s3.py::TestS3::test_multipart_and_list_parts": {
     "last_validated_date": "2025-03-17T21:28:50+00:00"
   },
@@ -275,6 +284,15 @@
   "tests/aws/services/s3/test_s3.py::TestS3::test_multipart_overwrite_key": {
     "last_validated_date": "2025-03-17T21:29:05+00:00"
   },
+  "tests/aws/services/s3/test_s3.py::TestS3::test_multipart_with_unicode_character_location": {
+    "last_validated_date": "2026-01-28T19:11:54+00:00",
+    "durations_in_seconds": {
+      "setup": 1.05,
+      "call": 0.62,
+      "teardown": 0.99,
+      "total": 2.66
+    }
+  },
   "tests/aws/services/s3/test_s3.py::TestS3::test_object_with_slashes_in_key[False]": {
     "last_validated_date": "2025-01-21T18:26:36+00:00"
   },
@@ -671,6 +689,15 @@
   "tests/aws/services/s3/test_s3.py::TestS3::test_set_external_hostname": {
     "last_validated_date": "2025-03-17T21:30:10+00:00"
   },
+  "tests/aws/services/s3/test_s3.py::TestS3::test_system_metadata_with_unicode": {
+    "last_validated_date": "2026-01-28T18:54:11+00:00",
+    "durations_in_seconds": {
+      "setup": 1.06,
+      "call": 0.35,
+      "teardown": 1.07,
+      "total": 2.48
+    }
+  },
   "tests/aws/services/s3/test_s3.py::TestS3::test_upload_big_file": {
     "last_validated_date": "2025-01-21T18:39:01+00:00"
   },
@@ -686,6 +713,24 @@
   "tests/aws/services/s3/test_s3.py::TestS3::test_url_encoded_key[True]": {
     "last_validated_date": "2025-01-21T18:27:06+00:00"
   },
+  "tests/aws/services/s3/test_s3.py::TestS3::test_user_metadata_rfc2047_bad_b64_encoded": {
+    "last_validated_date": "2026-01-30T19:03:31+00:00",
+    "durations_in_seconds": {
+      "setup": 1.07,
+      "call": 0.35,
+      "teardown": 1.06,
+      "total": 2.48
+    }
+  },
+  "tests/aws/services/s3/test_s3.py::TestS3::test_user_metadata_rfc2047_encoded": {
+    "last_validated_date": "2026-02-02T16:50:28+00:00",
+    "durations_in_seconds": {
+      "setup": 1.01,
+      "call": 0.37,
+      "teardown": 1.0,
+      "total": 2.38
+    }
+  },
   "tests/aws/services/s3/test_s3.py::TestS3BucketLifecycle::test_bucket_lifecycle_configuration_date": {
     "last_validated_date": "2025-01-21T18:18:26+00:00"
   },
@@ -1160,6 +1205,15 @@
   "tests/aws/services/s3/test_s3.py::TestS3PresignedPost::test_post_object_with_tags[single]": {
     "last_validated_date": "2025-03-17T20:16:38+00:00"
   },
+  "tests/aws/services/s3/test_s3.py::TestS3PresignedPost::test_post_object_with_unicode_metadata": {
+    "last_validated_date": "2026-02-02T11:43:13+00:00",
+    "durations_in_seconds": {
+      "setup": 1.08,
+      "call": 0.5,
+      "teardown": 1.0,
+      "total": 2.58
+    }
+  },
   "tests/aws/services/s3/test_s3.py::TestS3PresignedPost::test_post_object_with_wrong_content_type": {
     "last_validated_date": "2025-03-17T20:16:49+00:00"
   },
@@ -1196,6 +1250,15 @@
   "tests/aws/services/s3/test_s3.py::TestS3PresignedUrl::test_get_object_ignores_request_body": {
     "last_validated_date": "2025-01-21T18:23:01+00:00"
   },
+  "tests/aws/services/s3/test_s3.py::TestS3PresignedUrl::test_get_response_overrides_unicode_metadata_with_sig_s3": {
+    "last_validated_date": "2026-01-28T18:18:22+00:00",
+    "durations_in_seconds": {
+      "setup": 1.13,
+      "call": 0.65,
+      "teardown": 1.22,
+      "total": 3.0
+    }
+  },
   "tests/aws/services/s3/test_s3.py::TestS3PresignedUrl::test_head_has_correct_content_length_header": {
     "last_validated_date": "2025-01-21T18:22:49+00:00"
   },
@@ -1277,6 +1340,15 @@
   "tests/aws/services/s3/test_s3.py::TestS3PresignedUrl::test_put_object_with_md5_and_chunk_signature_bad_headers[s3v4-True]": {
     "last_validated_date": "2025-01-21T18:23:09+00:00"
   },
+  "tests/aws/services/s3/test_s3.py::TestS3PresignedUrl::test_put_unicode_metadata_with_sig_s3": {
+    "last_validated_date": "2026-01-28T18:46:19+00:00",
+    "durations_in_seconds": {
+      "setup": 1.05,
+      "call": 0.64,
+      "teardown": 1.0,
+      "total": 2.69
+    }
+  },
   "tests/aws/services/s3/test_s3.py::TestS3PresignedUrl::test_put_url_metadata_with_sig_s3[False]": {
     "last_validated_date": "2025-01-21T18:22:59+00:00"
   },
diff --git a/tests/unit/services/s3/test_s3.py b/tests/unit/services/s3/test_s3.py
index 313fc03add170..8c19399806fa2 100644
--- a/tests/unit/services/s3/test_s3.py
+++ b/tests/unit/services/s3/test_s3.py
@@ -18,6 +18,11 @@
 from localstack.services.s3.codec import AwsChunkedDecoder
 from localstack.services.s3.constants import S3_CHUNK_SIZE
 from localstack.services.s3.exceptions import MalformedXML
+from localstack.services.s3.headers import (
+    decode_header_rfc2047,
+    encode_header_rfc2047,
+    replace_non_iso_8859_1_characters,
+)
 from localstack.services.s3.models import S3Multipart, S3Object, S3Part
 from localstack.services.s3.storage.ephemeral import EphemeralS3ObjectStore
 from localstack.services.s3.validation import validate_canned_acl
@@ -369,6 +374,31 @@ def test_parse_post_object_tagging_xml_exception(self):
     def test_get_bucket_and_key_from_s3_uri(self, s3_uri, bucket, object_key):
         assert s3_utils.get_bucket_and_key_from_s3_uri(s3_uri) == (bucket, object_key)
 
+    @pytest.mark.parametrize(
+        "lower_case, header_name",
+        [
+            ("test-header", "Test-Header"),
+            ("test-response-header", "Test-Response-Header"),
+            ("testHeader", "Testheader"),
+        ],
+    )
+    def test_capitalized_snake_case(self, lower_case, header_name):
+        assert s3_utils.capitalize_header_name_from_snake_case(lower_case) == header_name
+
+    @pytest.mark.parametrize(
+        "param_name, header_name",
+        [
+            ("ResponseContentType", "response-content-type"),
+            ("ResponseContentLanguage", "response-content-language"),
+            ("ResponseExpires", "response-expires"),
+            ("ResponseCacheControl", "response-cache-control"),
+            ("ResponseContentDisposition", "response-content-disposition"),
+            ("ResponseContentEncoding", "response-content-encoding"),
+        ],
+    )
+    def test_header_name_from_pascal_case(self, param_name, header_name):
+        assert s3_utils.header_name_from_capitalized_param(param_name) == header_name
+
 
 class TestS3PresignedUrl:
     """
@@ -726,3 +756,75 @@ def test_version_id_ordering(self):
         for index, version_id in enumerate(version_ids[1:]):
             previous_version = version_ids[index]
             assert s3_utils.is_version_older_than_other(previous_version, version_id)
+
+
+class TestS3HeaderEncoding:
+    @pytest.mark.parametrize(
+        "header, expected",
+        [
+            ("ÄMÄZÕÑ S3", "=?UTF-8?Q?=C3=84M=C3=84Z=C3=95=C3=91_S3?="),
+            (
+                "test_—_file%E2%80%94_é_2.pdf",
+                "=?UTF-8?Q?test=5F=E2=80=94=5Ffile%E2%80%94=5F=C3=A9=5F2.pdf?=",
+            ),
+            (
+                "test_—_file%E2%80%94_é_2👑.pdf",
+                "=?UTF-8?Q?test=5F=E2=80=94=5Ffile%E2%80%94=5F=C3=A9=5F2=F0=9F=91=91.pdf?=",
+            ),
+            (
+                "! \"#$%&'()*+,-./0123456789:;<>'?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\\]^_`abcdefghijklmnopqrstuvwxyz{|}~\t",
+                "! \"#$%&'()*+,-./0123456789:;<>'?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\\]^_`abcdefghijklmnopqrstuvwxyz{|}~\t",
+            ),
+            ("\x00\x01\x02\x03\x04", "=?UTF-8?B?AAECAwQ=?="),
+        ],
+    )
+    def test_encode_header_rfc_2047(self, header, expected):
+        assert encode_header_rfc2047(header) == expected
+
+    @pytest.mark.parametrize(
+        "header, expected",
+        [
+            (
+                "=?UTF-8?Q?=C3=84M=C3=84Z=C3=95=C3=91_S3?=",
+                "ÄMÄZÕÑ S3",
+            ),
+            (
+                "=?UTF-8?Q?test=5F=E2=80=94=5Ffile%E2%80%94=5F=C3=A9=5F2.pdf?=",
+                "test_—_file%E2%80%94_é_2.pdf",
+            ),
+            (
+                "=?UTF-8?Q?test=5F=E2=80=94=5Ffile%E2%80%94=5F=C3=A9=5F2=F0=9F=91=91.pdf?=",
+                "test_—_file%E2%80%94_é_2👑.pdf",
+            ),
+            (
+                "! \"#$%&'()*+,-./0123456789:;<>'?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\\]^_`abcdefghijklmnopqrstuvwxyz{|}~\t",
+                "! \"#$%&'()*+,-./0123456789:;<>'?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\\]^_`abcdefghijklmnopqrstuvwxyz{|}~\t",
+            ),
+            (
+                "=?UTF-8?B?AAECAwQ=?=",
+                "\x00\x01\x02\x03\x04",
+            ),
+            # broken B64
+            (
+                "=?UTF-8?B?=GGG?=",
+                "���",
+            ),
+        ],
+    )
+    def test_decode_header_rfc2047(self, header, expected):
+        assert decode_header_rfc2047(header) == expected
+
+    @pytest.mark.parametrize(
+        "header, expected",
+        [
+            ("non-ascii-%E2%80%94_—_é_", "non-ascii-%E2%80%94_ _é_"),
+            ('filename="test_—_file%E2%80%94_é_2.pdf"', 'filename="test_ _file%E2%80%94_é_2.pdf"'),
+            (
+                'filename="test_—_file%E2%80%94_é_2.pdf"',
+                'filename="test_ _file%E2%80%94_é_2.pdf"',
+            ),
+            ("", ""),
+        ],
+    )
+    def test_sanitize_for_latin_1_header(self, header, expected):
+        assert replace_non_iso_8859_1_characters(header) == expected

From 57261e6fbc2a3cc12d26039aba2aecdc3eb0bc61 Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Tue, 3 Feb 2026 11:05:07 +0100
Subject: [PATCH 565/697] Update ASF APIs (#13683)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
---
 .../localstack/aws/api/ec2/__init__.py        | 79 +++++++++++++++++++
 .../localstack/aws/api/lambda_/__init__.py    | 17 ++++
 .../localstack/aws/api/s3/__init__.py         | 71 +++++++++++++----
 .../localstack/aws/api/s3control/__init__.py  | 15 ++++
 pyproject.toml                                |  6 +-
 requirements-base-runtime.txt                 |  4 +-
 requirements-dev.txt                          |  6 +-
 requirements-runtime.txt                      |  6 +-
 requirements-test.txt                         |  6 +-
 requirements-typehint.txt                     |  6 +-
 10 files changed, 184 insertions(+), 32 deletions(-)

diff --git a/localstack-core/localstack/aws/api/ec2/__init__.py b/localstack-core/localstack/aws/api/ec2/__init__.py
index 6abf4ab85e0e2..6dd4bc5c8c33f 100644
--- a/localstack-core/localstack/aws/api/ec2/__init__.py
+++ b/localstack-core/localstack/aws/api/ec2/__init__.py
@@ -6,6 +6,7 @@
 from localstack.aws.api import ServiceException as ServiceException
 
 AccountID = str
+AdditionalFlexibleNetworkInterfaces = int
 AddressMaxResults = int
 AllocationId = str
 AllowedInstanceType = str
@@ -2661,6 +2662,80 @@ class InstanceType(StrEnum):
     c8a_48xlarge = "c8a.48xlarge"
     c8a_metal_24xl = "c8a.metal-24xl"
     c8a_metal_48xl = "c8a.metal-48xl"
+    c8gb_12xlarge = "c8gb.12xlarge"
+    c8gb_16xlarge = "c8gb.16xlarge"
+    c8gb_24xlarge = "c8gb.24xlarge"
+    c8gb_2xlarge = "c8gb.2xlarge"
+    c8gb_4xlarge = "c8gb.4xlarge"
+    c8gb_8xlarge = "c8gb.8xlarge"
+    c8gb_large = "c8gb.large"
+    c8gb_medium = "c8gb.medium"
+    c8gb_metal_24xl = "c8gb.metal-24xl"
+    c8gb_xlarge = "c8gb.xlarge"
+    c8gb_48xlarge = "c8gb.48xlarge"
+    c8gb_metal_48xl = "c8gb.metal-48xl"
+    m8gb_12xlarge = "m8gb.12xlarge"
+    m8gb_16xlarge = "m8gb.16xlarge"
+    m8gb_24xlarge = "m8gb.24xlarge"
+    m8gb_2xlarge = "m8gb.2xlarge"
+    m8gb_4xlarge = "m8gb.4xlarge"
+    m8gb_8xlarge = "m8gb.8xlarge"
+    m8gb_large = "m8gb.large"
+    m8gb_medium = "m8gb.medium"
+    m8gb_xlarge = "m8gb.xlarge"
+    m8gb_48xlarge = "m8gb.48xlarge"
+    m8gb_metal_24xl = "m8gb.metal-24xl"
+    m8gb_metal_48xl = "m8gb.metal-48xl"
+    m8gn_12xlarge = "m8gn.12xlarge"
+    m8gn_16xlarge = "m8gn.16xlarge"
+    m8gn_24xlarge = "m8gn.24xlarge"
+    m8gn_2xlarge = "m8gn.2xlarge"
+    m8gn_48xlarge = "m8gn.48xlarge"
+    m8gn_4xlarge = "m8gn.4xlarge"
+    m8gn_8xlarge = "m8gn.8xlarge"
+    m8gn_large = "m8gn.large"
+    m8gn_medium = "m8gn.medium"
+    m8gn_xlarge = "m8gn.xlarge"
+    m8gn_metal_24xl = "m8gn.metal-24xl"
+    m8gn_metal_48xl = "m8gn.metal-48xl"
+    x8aedz_12xlarge = "x8aedz.12xlarge"
+    x8aedz_24xlarge = "x8aedz.24xlarge"
+    x8aedz_3xlarge = "x8aedz.3xlarge"
+    x8aedz_6xlarge = "x8aedz.6xlarge"
+    x8aedz_large = "x8aedz.large"
+    x8aedz_metal_12xl = "x8aedz.metal-12xl"
+    x8aedz_metal_24xl = "x8aedz.metal-24xl"
+    x8aedz_xlarge = "x8aedz.xlarge"
+    m8azn_medium = "m8azn.medium"
+    m8azn_large = "m8azn.large"
+    m8azn_xlarge = "m8azn.xlarge"
+    m8azn_3xlarge = "m8azn.3xlarge"
+    m8azn_6xlarge = "m8azn.6xlarge"
+    m8azn_12xlarge = "m8azn.12xlarge"
+    m8azn_24xlarge = "m8azn.24xlarge"
+    m8azn_metal_12xl = "m8azn.metal-12xl"
+    m8azn_metal_24xl = "m8azn.metal-24xl"
+    x8i_large = "x8i.large"
+    x8i_xlarge = "x8i.xlarge"
+    x8i_2xlarge = "x8i.2xlarge"
+    x8i_4xlarge = "x8i.4xlarge"
+    x8i_8xlarge = "x8i.8xlarge"
+    x8i_12xlarge = "x8i.12xlarge"
+    x8i_16xlarge = "x8i.16xlarge"
+    x8i_24xlarge = "x8i.24xlarge"
+    x8i_32xlarge = "x8i.32xlarge"
+    x8i_48xlarge = "x8i.48xlarge"
+    x8i_64xlarge = "x8i.64xlarge"
+    x8i_96xlarge = "x8i.96xlarge"
+    x8i_metal_48xl = "x8i.metal-48xl"
+    x8i_metal_96xl = "x8i.metal-96xl"
+    mac_m4max_metal = "mac-m4max.metal"
+    g7e_2xlarge = "g7e.2xlarge"
+    g7e_4xlarge = "g7e.4xlarge"
+    g7e_8xlarge = "g7e.8xlarge"
+    g7e_12xlarge = "g7e.12xlarge"
+    g7e_24xlarge = "g7e.24xlarge"
+    g7e_48xlarge = "g7e.48xlarge"
 
 
 class InstanceTypeHypervisor(StrEnum):
@@ -14464,6 +14539,7 @@ class NetworkCardInfo(TypedDict, total=False):
     NetworkCardIndex: NetworkCardIndex | None
     NetworkPerformance: NetworkPerformance | None
     MaximumNetworkInterfaces: MaxNetworkInterfaces | None
+    AdditionalFlexibleNetworkInterfaces: AdditionalFlexibleNetworkInterfaces | None
     BaselineBandwidthInGbps: BaselineBandwidthInGbps | None
     PeakBandwidthInGbps: PeakBandwidthInGbps | None
     DefaultEnaQueueCountPerInterface: DefaultEnaQueueCountPerInterface | None
@@ -22515,6 +22591,7 @@ class SearchTransitGatewayRoutesRequest(ServiceRequest):
     Filters: FilterList
     MaxResults: TransitGatewayMaxResults | None
     DryRun: Boolean | None
+    NextToken: String | None
 
 
 TransitGatewayRouteList = list[TransitGatewayRoute]
@@ -22523,6 +22600,7 @@ class SearchTransitGatewayRoutesRequest(ServiceRequest):
 class SearchTransitGatewayRoutesResult(TypedDict, total=False):
     Routes: TransitGatewayRouteList | None
     AdditionalRoutesAvailable: Boolean | None
+    NextToken: String | None
 
 
 class SecurityGroupRuleDescription(TypedDict, total=False):
@@ -31743,6 +31821,7 @@ def search_transit_gateway_routes(
         filters: FilterList,
         max_results: TransitGatewayMaxResults | None = None,
         dry_run: Boolean | None = None,
+        next_token: String | None = None,
         **kwargs,
     ) -> SearchTransitGatewayRoutesResult:
         raise NotImplementedError
diff --git a/localstack-core/localstack/aws/api/lambda_/__init__.py b/localstack-core/localstack/aws/api/lambda_/__init__.py
index 70b2d4f269677..78cd7159eb7f0 100644
--- a/localstack-core/localstack/aws/api/lambda_/__init__.py
+++ b/localstack-core/localstack/aws/api/lambda_/__init__.py
@@ -196,6 +196,14 @@ class EndPointType(StrEnum):
 
 class EventSourceMappingMetric(StrEnum):
     EventCount = "EventCount"
+    ErrorCount = "ErrorCount"
+    KafkaMetrics = "KafkaMetrics"
+
+
+class EventSourceMappingSystemLogLevel(StrEnum):
+    DEBUG = "DEBUG"
+    INFO = "INFO"
+    WARN = "WARN"
 
 
 class EventSourcePosition(StrEnum):
@@ -1292,6 +1300,10 @@ class ProvisionedPollerConfig(TypedDict, total=False):
     PollerGroupName: ProvisionedPollerGroupName | None
 
 
+class EventSourceMappingLoggingConfig(TypedDict, total=False):
+    SystemLogLevel: EventSourceMappingSystemLogLevel | None
+
+
 EventSourceMappingMetricList = list[EventSourceMappingMetric]
 
 
@@ -1387,6 +1399,7 @@ class CreateEventSourceMappingRequest(ServiceRequest):
     DocumentDBEventSourceConfig: DocumentDBEventSourceConfig | None
     KMSKeyArn: KMSKeyArn | None
     MetricsConfig: EventSourceMappingMetricsConfig | None
+    LoggingConfig: EventSourceMappingLoggingConfig | None
     ProvisionedPollerConfig: ProvisionedPollerConfig | None
 
 
@@ -1729,6 +1742,7 @@ class EventSourceMappingConfiguration(TypedDict, total=False):
     FilterCriteriaError: FilterCriteriaError | None
     EventSourceMappingArn: EventSourceMappingArn | None
     MetricsConfig: EventSourceMappingMetricsConfig | None
+    LoggingConfig: EventSourceMappingLoggingConfig | None
     ProvisionedPollerConfig: ProvisionedPollerConfig | None
 
 
@@ -2595,6 +2609,7 @@ class UpdateEventSourceMappingRequest(ServiceRequest):
     DocumentDBEventSourceConfig: DocumentDBEventSourceConfig | None
     KMSKeyArn: KMSKeyArn | None
     MetricsConfig: EventSourceMappingMetricsConfig | None
+    LoggingConfig: EventSourceMappingLoggingConfig | None
     ProvisionedPollerConfig: ProvisionedPollerConfig | None
 
 
@@ -2784,6 +2799,7 @@ def create_event_source_mapping(
         document_db_event_source_config: DocumentDBEventSourceConfig | None = None,
         kms_key_arn: KMSKeyArn | None = None,
         metrics_config: EventSourceMappingMetricsConfig | None = None,
+        logging_config: EventSourceMappingLoggingConfig | None = None,
         provisioned_poller_config: ProvisionedPollerConfig | None = None,
         **kwargs,
     ) -> EventSourceMappingConfiguration:
@@ -3547,6 +3563,7 @@ def update_event_source_mapping(
         document_db_event_source_config: DocumentDBEventSourceConfig | None = None,
         kms_key_arn: KMSKeyArn | None = None,
         metrics_config: EventSourceMappingMetricsConfig | None = None,
+        logging_config: EventSourceMappingLoggingConfig | None = None,
         provisioned_poller_config: ProvisionedPollerConfig | None = None,
         **kwargs,
     ) -> EventSourceMappingConfiguration:
diff --git a/localstack-core/localstack/aws/api/s3/__init__.py b/localstack-core/localstack/aws/api/s3/__init__.py
index 4ceb1cf7c47b9..7f5301943cd45 100644
--- a/localstack-core/localstack/aws/api/s3/__init__.py
+++ b/localstack-core/localstack/aws/api/s3/__init__.py
@@ -118,6 +118,7 @@
 NextToken = str
 NextUploadIdMarker = str
 NextVersionIdMarker = str
+NonEmptyKmsKeyArnString = str
 NotificationId = str
 ObjectKey = str
 ObjectLockEnabledForBucket = bool
@@ -677,6 +678,21 @@ class Type(StrEnum):
     Group = "Group"
 
 
+ServerTime = datetime
+Expires = datetime
+
+
+class AccessDenied(ServiceException):
+    code: str = "AccessDenied"
+    sender_fault: bool = False
+    status_code: int = 403
+    Expires: Expires | None
+    ServerTime: ServerTime | None
+    X_Amz_Expires: X_Amz_Expires | None
+    HostId: HostId | None
+    HeadersNotSigned: HeadersNotSigned | None
+
+
 class BucketAlreadyExists(ServiceException):
     code: str = "BucketAlreadyExists"
     sender_fault: bool = False
@@ -825,21 +841,6 @@ class SignatureDoesNotMatch(ServiceException):
     StringToSignBytes: StringToSignBytes | None
 
 
-ServerTime = datetime
-Expires = datetime
-
-
-class AccessDenied(ServiceException):
-    code: str = "AccessDenied"
-    sender_fault: bool = False
-    status_code: int = 403
-    Expires: Expires | None
-    ServerTime: ServerTime | None
-    X_Amz_Expires: X_Amz_Expires | None
-    HostId: HostId | None
-    HeadersNotSigned: HeadersNotSigned | None
-
-
 class AuthorizationQueryParametersError(ServiceException):
     code: str = "AuthorizationQueryParametersError"
     sender_fault: bool = False
@@ -3166,6 +3167,15 @@ class NotificationConfigurationDeprecated(TypedDict, total=False):
     CloudFunctionConfiguration: CloudFunctionConfiguration | None
 
 
+class SSEKMSEncryption(TypedDict, total=False):
+    KMSKeyArn: NonEmptyKmsKeyArnString
+    BucketKeyEnabled: BucketKeyEnabled | None
+
+
+class ObjectEncryption(TypedDict, total=False):
+    SSEKMS: SSEKMSEncryption | None
+
+
 UserMetadata = list[MetadataEntry]
 
 
@@ -3675,6 +3685,21 @@ class UpdateBucketMetadataJournalTableConfigurationRequest(ServiceRequest):
     ExpectedBucketOwner: AccountId | None
 
 
+class UpdateObjectEncryptionRequest(ServiceRequest):
+    Bucket: BucketName
+    Key: ObjectKey
+    VersionId: ObjectVersionId | None
+    ObjectEncryption: ObjectEncryption
+    RequestPayer: RequestPayer | None
+    ExpectedBucketOwner: AccountId | None
+    ContentMD5: ContentMD5 | None
+    ChecksumAlgorithm: ChecksumAlgorithm | None
+
+
+class UpdateObjectEncryptionResponse(TypedDict, total=False):
+    RequestCharged: RequestCharged | None
+
+
 class UploadPartCopyOutput(TypedDict, total=False):
     CopySourceVersionId: CopySourceVersionId | None
     CopyPartResult: CopyPartResult | None
@@ -5305,6 +5330,22 @@ def update_bucket_metadata_journal_table_configuration(
     ) -> None:
         raise NotImplementedError
 
+    @handler("UpdateObjectEncryption")
+    def update_object_encryption(
+        self,
+        context: RequestContext,
+        bucket: BucketName,
+        key: ObjectKey,
+        object_encryption: ObjectEncryption,
+        version_id: ObjectVersionId | None = None,
+        request_payer: RequestPayer | None = None,
+        expected_bucket_owner: AccountId | None = None,
+        content_md5: ContentMD5 | None = None,
+        checksum_algorithm: ChecksumAlgorithm | None = None,
+        **kwargs,
+    ) -> UpdateObjectEncryptionResponse:
+        raise NotImplementedError
+
     @handler("UploadPart")
     def upload_part(
         self,
diff --git a/localstack-core/localstack/aws/api/s3control/__init__.py b/localstack-core/localstack/aws/api/s3control/__init__.py
index df7e60766ac95..b5b1972471567 100644
--- a/localstack-core/localstack/aws/api/s3control/__init__.py
+++ b/localstack-core/localstack/aws/api/s3control/__init__.py
@@ -288,6 +288,7 @@ class OperationName(StrEnum):
     S3PutObjectRetention = "S3PutObjectRetention"
     S3ReplicateObject = "S3ReplicateObject"
     S3ComputeObjectChecksum = "S3ComputeObjectChecksum"
+    S3UpdateObjectEncryption = "S3UpdateObjectEncryption"
 
 
 class OutputSchemaVersion(StrEnum):
@@ -1036,6 +1037,19 @@ class JobReport(TypedDict, total=False):
     ExpectedBucketOwner: AccountId | None
 
 
+class S3UpdateObjectEncryptionSSEKMS(TypedDict, total=False):
+    KMSKeyArn: NonEmptyKmsKeyArnString
+    BucketKeyEnabled: Boolean | None
+
+
+class ObjectEncryption(TypedDict, total=False):
+    SSEKMS: S3UpdateObjectEncryptionSSEKMS | None
+
+
+class S3UpdateObjectEncryptionOperation(TypedDict, total=False):
+    ObjectEncryption: ObjectEncryption | None
+
+
 class S3ComputeObjectChecksumOperation(TypedDict, total=False):
     ChecksumAlgorithm: ComputeObjectChecksumAlgorithm | None
     ChecksumType: ComputeObjectChecksumType | None
@@ -1171,6 +1185,7 @@ class JobOperation(TypedDict, total=False):
     S3PutObjectRetention: S3SetObjectRetentionOperation | None
     S3ReplicateObject: S3ReplicateObjectOperation | None
     S3ComputeObjectChecksum: S3ComputeObjectChecksumOperation | None
+    S3UpdateObjectEncryption: S3UpdateObjectEncryptionOperation | None
 
 
 class CreateJobRequest(ServiceRequest):
diff --git a/pyproject.toml b/pyproject.toml
index b51e7b9d31de0..d897adf615523 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -51,9 +51,9 @@ Issues = "https://github.com/localstack/localstack/issues"
 # minimal required to actually run localstack on the host for services natively implemented in python
 base-runtime = [
     # pinned / updated by ASF update action
-    "boto3==1.42.34",
+    "boto3==1.42.40",
     # pinned / updated by ASF update action
-    "botocore==1.42.34",
+    "botocore==1.42.40",
     # transitive dependency of botocore, added to avoid specific version
     "awscrt>=0.13.14,!=0.27.1",
     "cbor2>=5.5.0",
@@ -83,7 +83,7 @@ base-runtime = [
 runtime = [
     "localstack-core[base-runtime]",
     # pinned / updated by ASF update action
-    "awscli==1.44.24",
+    "awscli==1.44.30",
     "airspeed-ext>=0.6.3",
     # antlr4-python3-runtime: exact pin because antlr4 runtime is tightly coupled to the generated parser code
     "antlr4-python3-runtime==4.13.2",
diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index 78d4f218bfe66..8b94f0a7f31cd 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -15,9 +15,9 @@ attrs==25.4.0
     #   referencing
 awscrt==0.31.1
     # via localstack-core (pyproject.toml)
-boto3==1.42.34
+boto3==1.42.40
     # via localstack-core (pyproject.toml)
-botocore==1.42.34
+botocore==1.42.40
     # via
     #   boto3
     #   localstack-core (pyproject.toml)
diff --git a/requirements-dev.txt b/requirements-dev.txt
index a27365245b76c..0f14496b3ece7 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -44,17 +44,17 @@ aws-sam-translator==1.106.0
     #   moto-ext
 aws-xray-sdk==2.15.0
     # via moto-ext
-awscli==1.44.24
+awscli==1.44.30
     # via localstack-core
 awscrt==0.31.1
     # via localstack-core
-boto3==1.42.34
+boto3==1.42.40
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.42.34
+botocore==1.42.40
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index 845524026527a..7161460f21a52 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -32,17 +32,17 @@ aws-sam-translator==1.106.0
     #   moto-ext
 aws-xray-sdk==2.15.0
     # via moto-ext
-awscli==1.44.24
+awscli==1.44.30
     # via localstack-core (pyproject.toml)
 awscrt==0.31.1
     # via localstack-core
-boto3==1.42.34
+boto3==1.42.40
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.42.34
+botocore==1.42.40
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-test.txt b/requirements-test.txt
index bccc7e73394e6..226f884afa848 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -44,17 +44,17 @@ aws-sam-translator==1.106.0
     #   moto-ext
 aws-xray-sdk==2.15.0
     # via moto-ext
-awscli==1.44.24
+awscli==1.44.30
     # via localstack-core
 awscrt==0.31.1
     # via localstack-core
-boto3==1.42.34
+boto3==1.42.40
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.42.34
+botocore==1.42.40
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index 871f63819f561..e4056fd3a808c 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -44,11 +44,11 @@ aws-sam-translator==1.106.0
     #   moto-ext
 aws-xray-sdk==2.15.0
     # via moto-ext
-awscli==1.44.24
+awscli==1.44.30
     # via localstack-core
 awscrt==0.31.1
     # via localstack-core
-boto3==1.42.34
+boto3==1.42.40
     # via
     #   aws-sam-translator
     #   kclpy-ext
@@ -56,7 +56,7 @@ boto3==1.42.34
     #   moto-ext
 boto3-stubs==1.42.35
     # via localstack-core (pyproject.toml)
-botocore==1.42.34
+botocore==1.42.40
     # via
     #   aws-xray-sdk
     #   awscli

From e5fc583a551c65bc951db195f85f9c1940729441 Mon Sep 17 00:00:00 2001
From: Nikos <nikos.michas@localstack.cloud>
Date: Tue, 3 Feb 2026 12:10:45 +0200
Subject: [PATCH 566/697] CloudFormation: Support nested intrinsic functions in
 Fn::FindInMap (#13678)

---
 .../engine/v2/change_set_model.py             |   19 +-
 .../test_change_set_mappings.py               |  174 +++
 .../test_change_set_mappings.snapshot.json    | 1258 +++++++++++++++++
 .../test_change_set_mappings.validation.json  |   27 +
 4 files changed, 1471 insertions(+), 7 deletions(-)

diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py
index 07316fa1264d8..d6050a7e75743 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py
@@ -813,19 +813,24 @@ def _resolve_intrinsic_function_fn_find_in_map(self, arguments: ChangeSetEntity)
         if arguments.change_type != ChangeType.UNCHANGED:
             return arguments.change_type
         # TODO: validate arguments structure and type.
-        # TODO: add support for nested functions, here we assume the arguments are string literals.
 
         if not isinstance(arguments, NodeArray) or not arguments.array:
             raise RuntimeError()
         argument_mapping_name = arguments.array[0]
-        if not isinstance(argument_mapping_name, TerminalValue):
-            raise NotImplementedError()
         argument_top_level_key = arguments.array[1]
-        if not isinstance(argument_top_level_key, TerminalValue):
-            raise NotImplementedError()
         argument_second_level_key = arguments.array[2]
-        if not isinstance(argument_second_level_key, TerminalValue):
-            raise NotImplementedError()
+
+        # If any argument is not a terminal value (e.g., it contains nested intrinsic functions
+        # like Ref, Fn::Sub, etc.), we cannot perform the static mapping lookup at this stage.
+        # Instead, return the parent change type based on all arguments' change states.
+        if any(
+            not isinstance(arg, TerminalValue)
+            for arg in [argument_mapping_name, argument_top_level_key, argument_second_level_key]
+        ):
+            return parent_change_type_of(
+                [argument_mapping_name, argument_top_level_key, argument_second_level_key]
+            )
+
         mapping_name = argument_mapping_name.value
         top_level_key = argument_top_level_key.value
         second_level_key = argument_second_level_key.value
diff --git a/tests/aws/services/cloudformation/test_change_set_mappings.py b/tests/aws/services/cloudformation/test_change_set_mappings.py
index c48430ab96c13..8b3a025b1763b 100644
--- a/tests/aws/services/cloudformation/test_change_set_mappings.py
+++ b/tests/aws/services/cloudformation/test_change_set_mappings.py
@@ -296,3 +296,177 @@ def test_mapping_key_deletion_with_resource_remap(
             },
         }
         capture_update_process(snapshot, template_1, template_2)
+
+    @markers.snapshot.skip_snapshot_verify(paths=["$..LastOperations"])
+    @markers.aws.validated
+    def test_fn_find_in_map_with_nested_ref(
+        self,
+        snapshot,
+        capture_update_process,
+    ):
+        name1 = f"topic-name-1-{long_uid()}"
+        snapshot.add_transformer(RegexTransformer(name1, "topic-name-1"))
+
+        # Template mimicking the CloudFront/Route53 pattern from the bug report
+        # This is the common CDK pattern for alias target hosted zone IDs
+        template_1 = {
+            "Mappings": {
+                "AWSCloudFrontPartitionHostedZoneIdMap": {
+                    "aws": {"zoneId": "Z2FDTNDATAQYW2"},
+                    "aws-cn": {"zoneId": "Z3RFFRIM2A3IF5"},
+                }
+            },
+            "Resources": {
+                "Topic1": {
+                    "Type": "AWS::SNS::Topic",
+                    "Properties": {
+                        "TopicName": name1,
+                        # Using nested Ref - the problematic pattern
+                        "DisplayName": {
+                            "Fn::FindInMap": [
+                                "AWSCloudFrontPartitionHostedZoneIdMap",
+                                {"Ref": "AWS::Partition"},  # Nested Ref
+                                "zoneId",
+                            ]
+                        },
+                    },
+                }
+            },
+        }
+
+        # Change the TopicName to create an actual update
+        # The key is that the FindInMap with nested Ref is processed without error
+        template_2 = {
+            "Mappings": {
+                "AWSCloudFrontPartitionHostedZoneIdMap": {
+                    "aws": {"zoneId": "Z2FDTNDATAQYW2"},
+                    "aws-cn": {"zoneId": "Z3RFFRIM2A3IF5"},
+                }
+            },
+            "Resources": {
+                "Topic1": {
+                    "Type": "AWS::SNS::Topic",
+                    "Properties": {
+                        "TopicName": f"{name1}-updated",  # Changed to trigger update
+                        "DisplayName": {
+                            "Fn::FindInMap": [
+                                "AWSCloudFrontPartitionHostedZoneIdMap",
+                                {"Ref": "AWS::Partition"},  # Still has nested Ref
+                                "zoneId",
+                            ]
+                        },
+                    },
+                }
+            },
+        }
+
+        # Before the fix, this would raise NotImplementedError when processing the changeset
+        # After the fix, it successfully processes the changeset and detects the change
+        capture_update_process(snapshot, template_1, template_2)
+
+    @markers.snapshot.skip_snapshot_verify(paths=["$..LastOperations"])
+    @markers.aws.validated
+    def test_fn_find_in_map_with_nested_ref_change_mapping(
+        self,
+        snapshot,
+        capture_update_process,
+    ):
+        name1 = f"topic-name-1-{long_uid()}"
+        snapshot.add_transformer(RegexTransformer(name1, "topic-name-1"))
+
+        template_1 = {
+            "Mappings": {
+                "RegionMap": {
+                    "us-east-1": {"value": "east-value-1"},
+                    "us-west-2": {"value": "west-value-1"},
+                }
+            },
+            "Resources": {
+                "Topic1": {
+                    "Type": "AWS::SNS::Topic",
+                    "Properties": {
+                        "TopicName": name1,
+                        "DisplayName": {
+                            "Fn::FindInMap": [
+                                "RegionMap",
+                                {"Ref": "AWS::Region"},  # Nested Ref
+                                "value",
+                            ]
+                        },
+                    },
+                }
+            },
+        }
+
+        # Change the mapping values
+        template_2 = {
+            "Mappings": {
+                "RegionMap": {
+                    "us-east-1": {"value": "east-value-2"},  # Changed
+                    "us-west-2": {"value": "west-value-2"},  # Changed
+                }
+            },
+            "Resources": {
+                "Topic1": {
+                    "Type": "AWS::SNS::Topic",
+                    "Properties": {
+                        "TopicName": name1,
+                        "DisplayName": {
+                            "Fn::FindInMap": [
+                                "RegionMap",
+                                {"Ref": "AWS::Region"},
+                                "value",
+                            ]
+                        },
+                    },
+                }
+            },
+        }
+
+        # Should detect the mapping change and mark resource as modified
+        capture_update_process(snapshot, template_1, template_2)
+
+    @markers.snapshot.skip_snapshot_verify(paths=["$..LastOperations"])
+    @markers.aws.validated
+    def test_fn_find_in_map_with_multiple_nested_functions(
+        self,
+        snapshot,
+        capture_update_process,
+    ):
+        name1 = f"topic-name-1-{long_uid()}"
+        snapshot.add_transformer(RegexTransformer(name1, "topic-name-1"))
+
+        template = {
+            "Parameters": {
+                "Environment": {
+                    "Type": "String",
+                }
+            },
+            "Mappings": {
+                "ComplexMap": {
+                    "prod": {"aws": "prod-aws-value"},
+                    "dev": {"aws": "dev-aws-value"},
+                }
+            },
+            "Resources": {
+                "Topic1": {
+                    "Type": "AWS::SNS::Topic",
+                    "Properties": {
+                        "TopicName": name1,
+                        "DisplayName": {
+                            "Fn::FindInMap": [
+                                "ComplexMap",
+                                {"Ref": "Environment"},  # Nested Ref to parameter
+                                {"Ref": "AWS::Partition"},  # Another nested Ref
+                            ]
+                        },
+                    },
+                }
+            },
+        }
+
+        # Change the parameter value to trigger an update
+        # The nested Refs in FindInMap should still work without error
+        capture_update_process(
+            snapshot, template, template, p1={"Environment": "prod"}, p2={"Environment": "dev"}
+        )
diff --git a/tests/aws/services/cloudformation/test_change_set_mappings.snapshot.json b/tests/aws/services/cloudformation/test_change_set_mappings.snapshot.json
index a194134d1dd56..3db44940b1e4c 100644
--- a/tests/aws/services/cloudformation/test_change_set_mappings.snapshot.json
+++ b/tests/aws/services/cloudformation/test_change_set_mappings.snapshot.json
@@ -2424,5 +2424,1263 @@
         "Tags": []
       }
     }
+  },
+  "tests/aws/services/cloudformation/test_change_set_mappings.py::TestChangeSetMappings::test_fn_find_in_map_with_nested_ref": {
+    "recorded-date": "02-02-2026, 11:35:11",
+    "recorded-content": {
+      "create-change-set-1": {
+        "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-1-prop-values": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "AfterContext": {
+                "Properties": {
+                  "DisplayName": "Z2FDTNDATAQYW2",
+                  "TopicName": "topic-name-1"
+                }
+              },
+              "Details": [],
+              "LogicalResourceId": "Topic1",
+              "ResourceType": "AWS::SNS::Topic",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-1": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "Details": [],
+              "LogicalResourceId": "Topic1",
+              "ResourceType": "AWS::SNS::Topic",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "execute-change-set-1": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "post-create-1-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "CreationTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "EnableTerminationProtection": false,
+        "LastOperations": [
+          {
+            "OperationId": "<uuid:1>",
+            "OperationType": "CREATE_STACK"
+          }
+        ],
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "CREATE_COMPLETE",
+        "Tags": []
+      },
+      "create-change-set-2": {
+        "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-2-prop-values": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Modify",
+              "AfterContext": {
+                "Properties": {
+                  "DisplayName": "Z2FDTNDATAQYW2",
+                  "TopicName": "topic-name-1-updated"
+                }
+              },
+              "BeforeContext": {
+                "Properties": {
+                  "DisplayName": "Z2FDTNDATAQYW2",
+                  "TopicName": "topic-name-1"
+                }
+              },
+              "Details": [
+                {
+                  "ChangeSource": "DirectModification",
+                  "Evaluation": "Static",
+                  "Target": {
+                    "AfterValue": "topic-name-1-updated",
+                    "Attribute": "Properties",
+                    "AttributeChangeType": "Modify",
+                    "BeforeValue": "topic-name-1",
+                    "Name": "TopicName",
+                    "Path": "/Properties/TopicName",
+                    "RequiresRecreation": "Always"
+                  }
+                }
+              ],
+              "LogicalResourceId": "Topic1",
+              "PhysicalResourceId": "arn:<partition>:sns:<region>:111111111111:topic-name-1",
+              "PolicyAction": "ReplaceAndDelete",
+              "Replacement": "True",
+              "ResourceType": "AWS::SNS::Topic",
+              "Scope": [
+                "Properties"
+              ]
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-2": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Modify",
+              "Details": [
+                {
+                  "ChangeSource": "DirectModification",
+                  "Evaluation": "Static",
+                  "Target": {
+                    "Attribute": "Properties",
+                    "Name": "TopicName",
+                    "RequiresRecreation": "Always"
+                  }
+                }
+              ],
+              "LogicalResourceId": "Topic1",
+              "PhysicalResourceId": "arn:<partition>:sns:<region>:111111111111:topic-name-1",
+              "PolicyAction": "ReplaceAndDelete",
+              "Replacement": "True",
+              "ResourceType": "AWS::SNS::Topic",
+              "Scope": [
+                "Properties"
+              ]
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "execute-change-set-2": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "post-create-2-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "CreationTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "EnableTerminationProtection": false,
+        "LastOperations": [
+          {
+            "OperationId": "<uuid:2>",
+            "OperationType": "UPDATE_STACK"
+          }
+        ],
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "UPDATE_COMPLETE",
+        "Tags": []
+      },
+      "delete-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "CreationTime": "datetime",
+        "DeletionTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "LastOperations": [
+          {
+            "OperationId": "<uuid:3>",
+            "OperationType": "DELETE_STACK"
+          }
+        ],
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "DELETE_COMPLETE",
+        "Tags": []
+      },
+      "per-resource-events": {
+        "Stack": [
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "REVIEW_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "UPDATE_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "UPDATE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "DELETE_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "DELETE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          }
+        ],
+        "Topic1": [
+          {
+            "LogicalResourceId": "Topic1",
+            "PhysicalResourceId": "arn:<partition>:sns:<region>:111111111111:topic-name-1",
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceType": "AWS::SNS::Topic",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Topic1",
+            "PhysicalResourceId": "arn:<partition>:sns:<region>:111111111111:topic-name-1",
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::SNS::Topic",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Topic1",
+            "PhysicalResourceId": "arn:<partition>:sns:<region>:111111111111:topic-name-1-updated",
+            "ResourceStatus": "UPDATE_IN_PROGRESS",
+            "ResourceType": "AWS::SNS::Topic",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Topic1",
+            "PhysicalResourceId": "arn:<partition>:sns:<region>:111111111111:topic-name-1-updated",
+            "ResourceStatus": "UPDATE_COMPLETE",
+            "ResourceType": "AWS::SNS::Topic",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Topic1",
+            "PhysicalResourceId": "arn:<partition>:sns:<region>:111111111111:topic-name-1",
+            "ResourceStatus": "DELETE_IN_PROGRESS",
+            "ResourceType": "AWS::SNS::Topic",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Topic1",
+            "PhysicalResourceId": "arn:<partition>:sns:<region>:111111111111:topic-name-1",
+            "ResourceStatus": "DELETE_COMPLETE",
+            "ResourceType": "AWS::SNS::Topic",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Topic1",
+            "PhysicalResourceId": "arn:<partition>:sns:<region>:111111111111:topic-name-1-updated",
+            "ResourceStatus": "DELETE_IN_PROGRESS",
+            "ResourceType": "AWS::SNS::Topic",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Topic1",
+            "PhysicalResourceId": "arn:<partition>:sns:<region>:111111111111:topic-name-1-updated",
+            "ResourceStatus": "DELETE_COMPLETE",
+            "ResourceType": "AWS::SNS::Topic",
+            "Timestamp": "timestamp"
+          }
+        ]
+      }
+    }
+  },
+  "tests/aws/services/cloudformation/test_change_set_mappings.py::TestChangeSetMappings::test_fn_find_in_map_with_nested_ref_change_mapping": {
+    "recorded-date": "02-02-2026, 11:43:11",
+    "recorded-content": {
+      "create-change-set-1": {
+        "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-1-prop-values": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "AfterContext": {
+                "Properties": {
+                  "DisplayName": "east-value-1",
+                  "TopicName": "topic-name-1"
+                }
+              },
+              "Details": [],
+              "LogicalResourceId": "Topic1",
+              "ResourceType": "AWS::SNS::Topic",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-1": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "Details": [],
+              "LogicalResourceId": "Topic1",
+              "ResourceType": "AWS::SNS::Topic",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "execute-change-set-1": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "post-create-1-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "CreationTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "EnableTerminationProtection": false,
+        "LastOperations": [
+          {
+            "OperationId": "<uuid:1>",
+            "OperationType": "CREATE_STACK"
+          }
+        ],
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "CREATE_COMPLETE",
+        "Tags": []
+      },
+      "create-change-set-2": {
+        "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-2-prop-values": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Modify",
+              "AfterContext": {
+                "Properties": {
+                  "DisplayName": "east-value-2",
+                  "TopicName": "topic-name-1"
+                }
+              },
+              "BeforeContext": {
+                "Properties": {
+                  "DisplayName": "east-value-1",
+                  "TopicName": "topic-name-1"
+                }
+              },
+              "Details": [
+                {
+                  "ChangeSource": "DirectModification",
+                  "Evaluation": "Static",
+                  "Target": {
+                    "AfterValue": "east-value-2",
+                    "Attribute": "Properties",
+                    "AttributeChangeType": "Modify",
+                    "BeforeValue": "east-value-1",
+                    "Name": "DisplayName",
+                    "Path": "/Properties/DisplayName",
+                    "RequiresRecreation": "Never"
+                  }
+                }
+              ],
+              "LogicalResourceId": "Topic1",
+              "PhysicalResourceId": "arn:<partition>:sns:<region>:111111111111:topic-name-1",
+              "Replacement": "False",
+              "ResourceType": "AWS::SNS::Topic",
+              "Scope": [
+                "Properties"
+              ]
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-2": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Modify",
+              "Details": [
+                {
+                  "ChangeSource": "DirectModification",
+                  "Evaluation": "Static",
+                  "Target": {
+                    "Attribute": "Properties",
+                    "Name": "DisplayName",
+                    "RequiresRecreation": "Never"
+                  }
+                }
+              ],
+              "LogicalResourceId": "Topic1",
+              "PhysicalResourceId": "arn:<partition>:sns:<region>:111111111111:topic-name-1",
+              "Replacement": "False",
+              "ResourceType": "AWS::SNS::Topic",
+              "Scope": [
+                "Properties"
+              ]
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "execute-change-set-2": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "post-create-2-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "CreationTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "EnableTerminationProtection": false,
+        "LastOperations": [
+          {
+            "OperationId": "<uuid:2>",
+            "OperationType": "UPDATE_STACK"
+          }
+        ],
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "UPDATE_COMPLETE",
+        "Tags": []
+      },
+      "delete-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "CreationTime": "datetime",
+        "DeletionTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "LastOperations": [
+          {
+            "OperationId": "<uuid:3>",
+            "OperationType": "DELETE_STACK"
+          }
+        ],
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "DELETE_COMPLETE",
+        "Tags": []
+      },
+      "per-resource-events": {
+        "Stack": [
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "REVIEW_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "UPDATE_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "UPDATE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "DELETE_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "DELETE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          }
+        ],
+        "Topic1": [
+          {
+            "LogicalResourceId": "Topic1",
+            "PhysicalResourceId": "arn:<partition>:sns:<region>:111111111111:topic-name-1",
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceType": "AWS::SNS::Topic",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Topic1",
+            "PhysicalResourceId": "arn:<partition>:sns:<region>:111111111111:topic-name-1",
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::SNS::Topic",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Topic1",
+            "PhysicalResourceId": "arn:<partition>:sns:<region>:111111111111:topic-name-1",
+            "ResourceStatus": "UPDATE_IN_PROGRESS",
+            "ResourceType": "AWS::SNS::Topic",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Topic1",
+            "PhysicalResourceId": "arn:<partition>:sns:<region>:111111111111:topic-name-1",
+            "ResourceStatus": "UPDATE_COMPLETE",
+            "ResourceType": "AWS::SNS::Topic",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Topic1",
+            "PhysicalResourceId": "arn:<partition>:sns:<region>:111111111111:topic-name-1",
+            "ResourceStatus": "DELETE_IN_PROGRESS",
+            "ResourceType": "AWS::SNS::Topic",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Topic1",
+            "PhysicalResourceId": "arn:<partition>:sns:<region>:111111111111:topic-name-1",
+            "ResourceStatus": "DELETE_COMPLETE",
+            "ResourceType": "AWS::SNS::Topic",
+            "Timestamp": "timestamp"
+          }
+        ]
+      }
+    }
+  },
+  "tests/aws/services/cloudformation/test_change_set_mappings.py::TestChangeSetMappings::test_fn_find_in_map_with_multiple_nested_functions": {
+    "recorded-date": "03-02-2026, 09:11:57",
+    "recorded-content": {
+      "create-change-set-1": {
+        "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-1-prop-values": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "AfterContext": {
+                "Properties": {
+                  "DisplayName": "prod-aws-value",
+                  "TopicName": "topic-name-1"
+                }
+              },
+              "Details": [],
+              "LogicalResourceId": "Topic1",
+              "ResourceType": "AWS::SNS::Topic",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "Environment",
+            "ParameterValue": "prod"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-1": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Add",
+              "Details": [],
+              "LogicalResourceId": "Topic1",
+              "ResourceType": "AWS::SNS::Topic",
+              "Scope": []
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "Environment",
+            "ParameterValue": "prod"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "execute-change-set-1": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "post-create-1-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
+        "CreationTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "EnableTerminationProtection": false,
+        "LastOperations": [
+          {
+            "OperationId": "<uuid:1>",
+            "OperationType": "CREATE_STACK"
+          }
+        ],
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "Environment",
+            "ParameterValue": "prod"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "CREATE_COMPLETE",
+        "Tags": []
+      },
+      "create-change-set-2": {
+        "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-2-prop-values": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Modify",
+              "AfterContext": {
+                "Properties": {
+                  "DisplayName": "dev-aws-value",
+                  "TopicName": "topic-name-1"
+                }
+              },
+              "BeforeContext": {
+                "Properties": {
+                  "DisplayName": "prod-aws-value",
+                  "TopicName": "topic-name-1"
+                }
+              },
+              "Details": [
+                {
+                  "CausingEntity": "Environment",
+                  "ChangeSource": "ParameterReference",
+                  "Evaluation": "Static",
+                  "Target": {
+                    "AfterValue": "dev-aws-value",
+                    "Attribute": "Properties",
+                    "AttributeChangeType": "Modify",
+                    "BeforeValue": "prod-aws-value",
+                    "Name": "DisplayName",
+                    "Path": "/Properties/DisplayName",
+                    "RequiresRecreation": "Never"
+                  }
+                },
+                {
+                  "ChangeSource": "DirectModification",
+                  "Evaluation": "Dynamic",
+                  "Target": {
+                    "AfterValue": "dev-aws-value",
+                    "Attribute": "Properties",
+                    "AttributeChangeType": "Modify",
+                    "BeforeValue": "prod-aws-value",
+                    "Name": "DisplayName",
+                    "Path": "/Properties/DisplayName",
+                    "RequiresRecreation": "Never"
+                  }
+                }
+              ],
+              "LogicalResourceId": "Topic1",
+              "PhysicalResourceId": "arn:<partition>:sns:<region>:111111111111:topic-name-1",
+              "Replacement": "False",
+              "ResourceType": "AWS::SNS::Topic",
+              "Scope": [
+                "Properties"
+              ]
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "Environment",
+            "ParameterValue": "dev"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-change-set-2": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "ChangeSetName": "<change-set-id:1>",
+        "Changes": [
+          {
+            "ResourceChange": {
+              "Action": "Modify",
+              "Details": [
+                {
+                  "ChangeSource": "DirectModification",
+                  "Evaluation": "Dynamic",
+                  "Target": {
+                    "Attribute": "Properties",
+                    "Name": "DisplayName",
+                    "RequiresRecreation": "Never"
+                  }
+                },
+                {
+                  "CausingEntity": "Environment",
+                  "ChangeSource": "ParameterReference",
+                  "Evaluation": "Static",
+                  "Target": {
+                    "Attribute": "Properties",
+                    "Name": "DisplayName",
+                    "RequiresRecreation": "Never"
+                  }
+                }
+              ],
+              "LogicalResourceId": "Topic1",
+              "PhysicalResourceId": "arn:<partition>:sns:<region>:111111111111:topic-name-1",
+              "Replacement": "False",
+              "ResourceType": "AWS::SNS::Topic",
+              "Scope": [
+                "Properties"
+              ]
+            },
+            "Type": "Resource"
+          }
+        ],
+        "CreationTime": "datetime",
+        "ExecutionStatus": "AVAILABLE",
+        "IncludeNestedStacks": false,
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "Environment",
+            "ParameterValue": "dev"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "Status": "CREATE_COMPLETE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "execute-change-set-2": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "post-create-2-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "ChangeSetId": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:3>",
+        "CreationTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "EnableTerminationProtection": false,
+        "LastOperations": [
+          {
+            "OperationId": "<uuid:2>",
+            "OperationType": "UPDATE_STACK"
+          }
+        ],
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "Environment",
+            "ParameterValue": "dev"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "UPDATE_COMPLETE",
+        "Tags": []
+      },
+      "delete-describe": {
+        "Capabilities": [
+          "CAPABILITY_IAM",
+          "CAPABILITY_NAMED_IAM",
+          "CAPABILITY_AUTO_EXPAND"
+        ],
+        "CreationTime": "datetime",
+        "DeletionTime": "datetime",
+        "DisableRollback": false,
+        "DriftInformation": {
+          "StackDriftStatus": "NOT_CHECKED"
+        },
+        "LastOperations": [
+          {
+            "OperationId": "<uuid:3>",
+            "OperationType": "DELETE_STACK"
+          }
+        ],
+        "LastUpdatedTime": "datetime",
+        "NotificationARNs": [],
+        "Parameters": [
+          {
+            "ParameterKey": "Environment",
+            "ParameterValue": "dev"
+          }
+        ],
+        "RollbackConfiguration": {},
+        "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+        "StackName": "<stack-name:1>",
+        "StackStatus": "DELETE_COMPLETE",
+        "Tags": []
+      },
+      "per-resource-events": {
+        "Stack": [
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "REVIEW_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "UPDATE_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "UPDATE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "DELETE_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name:1>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:2>",
+            "ResourceStatus": "DELETE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          }
+        ],
+        "Topic1": [
+          {
+            "LogicalResourceId": "Topic1",
+            "PhysicalResourceId": "arn:<partition>:sns:<region>:111111111111:topic-name-1",
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceType": "AWS::SNS::Topic",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Topic1",
+            "PhysicalResourceId": "arn:<partition>:sns:<region>:111111111111:topic-name-1",
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::SNS::Topic",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Topic1",
+            "PhysicalResourceId": "arn:<partition>:sns:<region>:111111111111:topic-name-1",
+            "ResourceStatus": "UPDATE_IN_PROGRESS",
+            "ResourceType": "AWS::SNS::Topic",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Topic1",
+            "PhysicalResourceId": "arn:<partition>:sns:<region>:111111111111:topic-name-1",
+            "ResourceStatus": "UPDATE_COMPLETE",
+            "ResourceType": "AWS::SNS::Topic",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Topic1",
+            "PhysicalResourceId": "arn:<partition>:sns:<region>:111111111111:topic-name-1",
+            "ResourceStatus": "DELETE_IN_PROGRESS",
+            "ResourceType": "AWS::SNS::Topic",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "Topic1",
+            "PhysicalResourceId": "arn:<partition>:sns:<region>:111111111111:topic-name-1",
+            "ResourceStatus": "DELETE_COMPLETE",
+            "ResourceType": "AWS::SNS::Topic",
+            "Timestamp": "timestamp"
+          }
+        ]
+      }
+    }
   }
 }
diff --git a/tests/aws/services/cloudformation/test_change_set_mappings.validation.json b/tests/aws/services/cloudformation/test_change_set_mappings.validation.json
index db9c5158538e7..f6eed1fb7ecc3 100644
--- a/tests/aws/services/cloudformation/test_change_set_mappings.validation.json
+++ b/tests/aws/services/cloudformation/test_change_set_mappings.validation.json
@@ -1,4 +1,31 @@
 {
+  "tests/aws/services/cloudformation/test_change_set_mappings.py::TestChangeSetMappings::test_fn_find_in_map_with_multiple_nested_functions": {
+    "last_validated_date": "2026-02-03T09:11:57+00:00",
+    "durations_in_seconds": {
+      "setup": 0.65,
+      "call": 92.72,
+      "teardown": 0.33,
+      "total": 93.7
+    }
+  },
+  "tests/aws/services/cloudformation/test_change_set_mappings.py::TestChangeSetMappings::test_fn_find_in_map_with_nested_ref": {
+    "last_validated_date": "2026-02-02T11:35:11+00:00",
+    "durations_in_seconds": {
+      "setup": 0.59,
+      "call": 119.51,
+      "teardown": 0.31,
+      "total": 120.41
+    }
+  },
+  "tests/aws/services/cloudformation/test_change_set_mappings.py::TestChangeSetMappings::test_fn_find_in_map_with_nested_ref_change_mapping": {
+    "last_validated_date": "2026-02-02T11:43:11+00:00",
+    "durations_in_seconds": {
+      "setup": 0.61,
+      "call": 90.09,
+      "teardown": 0.32,
+      "total": 91.02
+    }
+  },
   "tests/aws/services/cloudformation/test_change_set_mappings.py::TestChangeSetMappings::test_mapping_addition_with_resource": {
     "last_validated_date": "2025-04-15T13:05:52+00:00"
   },

From 706ea552c5be9f426583310a9ff3e09760743c2f Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Tue, 3 Feb 2026 13:05:54 +0100
Subject: [PATCH 567/697] Upgrade pinned Python dependencies (#13682)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
Co-authored-by: Benjamin Simon <benjh.simon@gmail.com>
---
 pyproject.toml                     |  6 ++--
 requirements-base-runtime.txt      |  8 +++---
 requirements-basic.txt             |  8 +++---
 requirements-dev.txt               | 24 ++++++++--------
 requirements-runtime.txt           | 22 +++++++--------
 requirements-test.txt              | 24 ++++++++--------
 requirements-typehint.txt          | 44 ++++++++++++++----------------
 tests/aws/services/sns/test_sns.py |  2 ++
 8 files changed, 67 insertions(+), 71 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index d897adf615523..46282c85e00f1 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -64,7 +64,8 @@ base-runtime = [
     "jsonpointer>=3.0.0",
     "jsonschema>=4.25.1",
     "hypercorn>=0.14.4",
-    "localstack-twisted>=23.0",
+    # TODO: remove this pin once regression in rolo with multiheaders is fixed
+    "localstack-twisted==24.3.0",
     "openapi-core>=0.19.2",
     "pydantic>=2.11.9",
     "pyopenssl>=23.0.0",
@@ -76,7 +77,8 @@ base-runtime = [
     "urllib3>=2.0.7",
     "Werkzeug>=3.1.3",
     "xmltodict>=0.13.0",
-    "rolo>=0.7",
+    # TODO: remove this pin once regression with multiheaders is fixed
+    "rolo==0.7.6",
 ]
 
 # required to actually run localstack on the host
diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index 8b94f0a7f31cd..e54209663fd71 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -22,7 +22,7 @@ botocore==1.42.40
     #   boto3
     #   localstack-core (pyproject.toml)
     #   s3transfer
-cachetools==6.2.5
+cachetools==7.0.0
     # via localstack-core (pyproject.toml)
 cbor2==5.8.0
     # via localstack-core (pyproject.toml)
@@ -36,7 +36,7 @@ click==8.3.1
     # via localstack-core (pyproject.toml)
 constantly==23.10.4
     # via localstack-twisted
-cryptography==46.0.3
+cryptography==46.0.4
     # via
     #   localstack-core (pyproject.toml)
     #   pyopenssl
@@ -127,7 +127,7 @@ priority==1.3.0
     # via
     #   hypercorn
     #   localstack-twisted
-psutil==7.2.1
+psutil==7.2.2
     # via localstack-core (pyproject.toml)
 pycparser==3.0
     # via cffi
@@ -169,7 +169,7 @@ requests-aws4auth==1.3.1
     # via localstack-core (pyproject.toml)
 rfc3339-validator==0.1.4
     # via openapi-schema-validator
-rich==14.3.1
+rich==14.3.2
     # via localstack-core (pyproject.toml)
 rolo==0.7.6
     # via localstack-core (pyproject.toml)
diff --git a/requirements-basic.txt b/requirements-basic.txt
index 5cee6405122e2..5310b97494526 100644
--- a/requirements-basic.txt
+++ b/requirements-basic.txt
@@ -6,7 +6,7 @@
 #
 asn1crypto==1.5.1
     # via localstack-core (pyproject.toml)
-cachetools==6.2.5
+cachetools==7.0.0
     # via localstack-core (pyproject.toml)
 certifi==2026.1.4
     # via requests
@@ -16,7 +16,7 @@ charset-normalizer==3.4.4
     # via requests
 click==8.3.1
     # via localstack-core (pyproject.toml)
-cryptography==46.0.3
+cryptography==46.0.4
     # via localstack-core (pyproject.toml)
 dnslib==0.9.26
     # via localstack-core (pyproject.toml)
@@ -30,7 +30,7 @@ mdurl==0.1.2
     # via markdown-it-py
 plux==1.14.0
     # via localstack-core (pyproject.toml)
-psutil==7.2.1
+psutil==7.2.2
     # via localstack-core (pyproject.toml)
 pycparser==3.0
     # via cffi
@@ -42,7 +42,7 @@ pyyaml==6.0.3
     # via localstack-core (pyproject.toml)
 requests==2.32.5
     # via localstack-core (pyproject.toml)
-rich==14.3.1
+rich==14.3.2
     # via localstack-core (pyproject.toml)
 semver==3.0.4
     # via localstack-core (pyproject.toml)
diff --git a/requirements-dev.txt b/requirements-dev.txt
index 0f14496b3ece7..2d69955f3006f 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -35,13 +35,12 @@ aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
 aws-cdk-cloud-assembly-schema==48.20.0
     # via aws-cdk-lib
-aws-cdk-lib==2.236.0
+aws-cdk-lib==2.237.0
     # via localstack-core
-aws-sam-translator==1.106.0
+aws-sam-translator==1.107.0
     # via
     #   cfn-lint
     #   localstack-core
-    #   moto-ext
 aws-xray-sdk==2.15.0
     # via moto-ext
 awscli==1.44.30
@@ -62,7 +61,7 @@ botocore==1.42.40
     #   localstack-core
     #   moto-ext
     #   s3transfer
-cachetools==6.2.5
+cachetools==7.0.0
     # via
     #   airspeed-ext
     #   localstack-core
@@ -81,7 +80,7 @@ cffi==2.0.0
     # via cryptography
 cfgv==3.5.0
     # via pre-commit
-cfn-lint==1.41.0
+cfn-lint==1.43.4
     # via moto-ext
 charset-normalizer==3.4.4
     # via requests
@@ -104,7 +103,7 @@ coveralls==4.0.2
     # via localstack-core (pyproject.toml)
 crontab==1.0.5
     # via localstack-core
-cryptography==46.0.3
+cryptography==46.0.4
     # via
     #   joserfc
     #   localstack-core
@@ -259,7 +258,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.20.post22
+moto-ext==5.1.18.post6
     # via localstack-core
 mpmath==1.3.0
     # via sympy
@@ -330,9 +329,9 @@ priority==1.3.0
     # via
     #   hypercorn
     #   localstack-twisted
-protobuf==6.33.4
+protobuf==6.33.5
     # via opensearch-protobufs
-psutil==7.2.1
+psutil==7.2.2
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
@@ -350,11 +349,10 @@ pyasn1==0.6.2
     # via rsa
 pycparser==3.0
     # via cffi
-pydantic==2.12.4
+pydantic==2.12.5
     # via
     #   aws-sam-translator
     #   localstack-core
-    #   moto-ext
 pydantic-core==2.41.5
     # via pydantic
 pygments==2.19.2
@@ -438,7 +436,7 @@ responses==0.25.8
     #   moto-ext
 rfc3339-validator==0.1.4
     # via openapi-schema-validator
-rich==14.3.1
+rich==14.3.2
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
@@ -514,7 +512,7 @@ werkzeug==3.1.5
     #   openapi-core
     #   pytest-httpserver
     #   rolo
-wrapt==2.0.1
+wrapt==2.1.1
     # via aws-xray-sdk
 wsproto==1.3.2
     # via hypercorn
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index 7161460f21a52..4b7266184bdd0 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -25,11 +25,10 @@ attrs==25.4.0
     #   jsonschema
     #   localstack-twisted
     #   referencing
-aws-sam-translator==1.106.0
+aws-sam-translator==1.107.0
     # via
     #   cfn-lint
     #   localstack-core (pyproject.toml)
-    #   moto-ext
 aws-xray-sdk==2.15.0
     # via moto-ext
 awscli==1.44.30
@@ -50,7 +49,7 @@ botocore==1.42.40
     #   localstack-core
     #   moto-ext
     #   s3transfer
-cachetools==6.2.5
+cachetools==7.0.0
     # via
     #   airspeed-ext
     #   localstack-core
@@ -63,7 +62,7 @@ certifi==2026.1.4
     #   requests
 cffi==2.0.0
     # via cryptography
-cfn-lint==1.41.0
+cfn-lint==1.43.4
     # via moto-ext
 charset-normalizer==3.4.4
     # via requests
@@ -77,7 +76,7 @@ constantly==23.10.4
     # via localstack-twisted
 crontab==1.0.5
     # via localstack-core (pyproject.toml)
-cryptography==46.0.3
+cryptography==46.0.4
     # via
     #   joserfc
     #   localstack-core
@@ -192,7 +191,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.20.post22
+moto-ext==5.1.18.post6
     # via localstack-core (pyproject.toml)
 mpmath==1.3.0
     # via sympy
@@ -233,9 +232,9 @@ priority==1.3.0
     # via
     #   hypercorn
     #   localstack-twisted
-protobuf==6.33.4
+protobuf==6.33.5
     # via opensearch-protobufs
-psutil==7.2.1
+psutil==7.2.2
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
@@ -245,11 +244,10 @@ pyasn1==0.6.2
     # via rsa
 pycparser==3.0
     # via cffi
-pydantic==2.12.4
+pydantic==2.12.5
     # via
     #   aws-sam-translator
     #   localstack-core
-    #   moto-ext
 pydantic-core==2.41.5
     # via pydantic
 pygments==2.19.2
@@ -310,7 +308,7 @@ responses==0.25.8
     #   moto-ext
 rfc3339-validator==0.1.4
     # via openapi-schema-validator
-rich==14.3.1
+rich==14.3.2
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
@@ -366,7 +364,7 @@ werkzeug==3.1.5
     #   moto-ext
     #   openapi-core
     #   rolo
-wrapt==2.0.1
+wrapt==2.1.1
     # via aws-xray-sdk
 wsproto==1.3.2
     # via hypercorn
diff --git a/requirements-test.txt b/requirements-test.txt
index 226f884afa848..0b39095ffb312 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -35,13 +35,12 @@ aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
 aws-cdk-cloud-assembly-schema==48.20.0
     # via aws-cdk-lib
-aws-cdk-lib==2.236.0
+aws-cdk-lib==2.237.0
     # via localstack-core (pyproject.toml)
-aws-sam-translator==1.106.0
+aws-sam-translator==1.107.0
     # via
     #   cfn-lint
     #   localstack-core
-    #   moto-ext
 aws-xray-sdk==2.15.0
     # via moto-ext
 awscli==1.44.30
@@ -62,7 +61,7 @@ botocore==1.42.40
     #   localstack-core
     #   moto-ext
     #   s3transfer
-cachetools==6.2.5
+cachetools==7.0.0
     # via
     #   airspeed-ext
     #   localstack-core
@@ -79,7 +78,7 @@ certifi==2026.1.4
     #   requests
 cffi==2.0.0
     # via cryptography
-cfn-lint==1.41.0
+cfn-lint==1.43.4
     # via moto-ext
 charset-normalizer==3.4.4
     # via requests
@@ -97,7 +96,7 @@ coverage==7.13.2
     # via localstack-core (pyproject.toml)
 crontab==1.0.5
     # via localstack-core
-cryptography==46.0.3
+cryptography==46.0.4
     # via
     #   joserfc
     #   localstack-core
@@ -238,7 +237,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.20.post22
+moto-ext==5.1.18.post6
     # via localstack-core
 mpmath==1.3.0
     # via sympy
@@ -287,9 +286,9 @@ priority==1.3.0
     # via
     #   hypercorn
     #   localstack-twisted
-protobuf==6.33.4
+protobuf==6.33.5
     # via opensearch-protobufs
-psutil==7.2.1
+psutil==7.2.2
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
@@ -307,11 +306,10 @@ pyasn1==0.6.2
     # via rsa
 pycparser==3.0
     # via cffi
-pydantic==2.12.4
+pydantic==2.12.5
     # via
     #   aws-sam-translator
     #   localstack-core
-    #   moto-ext
 pydantic-core==2.41.5
     # via pydantic
 pygments==2.19.2
@@ -389,7 +387,7 @@ responses==0.25.8
     #   moto-ext
 rfc3339-validator==0.1.4
     # via openapi-schema-validator
-rich==14.3.1
+rich==14.3.2
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
@@ -458,7 +456,7 @@ werkzeug==3.1.5
     #   openapi-core
     #   pytest-httpserver
     #   rolo
-wrapt==2.0.1
+wrapt==2.1.1
     # via aws-xray-sdk
 wsproto==1.3.2
     # via hypercorn
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index e4056fd3a808c..5c520199369ee 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -35,13 +35,12 @@ aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
 aws-cdk-cloud-assembly-schema==48.20.0
     # via aws-cdk-lib
-aws-cdk-lib==2.236.0
+aws-cdk-lib==2.237.0
     # via localstack-core
-aws-sam-translator==1.106.0
+aws-sam-translator==1.107.0
     # via
     #   cfn-lint
     #   localstack-core
-    #   moto-ext
 aws-xray-sdk==2.15.0
     # via moto-ext
 awscli==1.44.30
@@ -54,7 +53,7 @@ boto3==1.42.40
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-boto3-stubs==1.42.35
+boto3-stubs==1.42.40
     # via localstack-core (pyproject.toml)
 botocore==1.42.40
     # via
@@ -64,9 +63,9 @@ botocore==1.42.40
     #   localstack-core
     #   moto-ext
     #   s3transfer
-botocore-stubs==1.42.35
+botocore-stubs==1.42.40
     # via boto3-stubs
-cachetools==6.2.5
+cachetools==7.0.0
     # via
     #   airspeed-ext
     #   localstack-core
@@ -85,7 +84,7 @@ cffi==2.0.0
     # via cryptography
 cfgv==3.5.0
     # via pre-commit
-cfn-lint==1.41.0
+cfn-lint==1.43.4
     # via moto-ext
 charset-normalizer==3.4.4
     # via requests
@@ -108,7 +107,7 @@ coveralls==4.0.2
     # via localstack-core
 crontab==1.0.5
     # via localstack-core
-cryptography==46.0.3
+cryptography==46.0.4
     # via
     #   joserfc
     #   localstack-core
@@ -263,7 +262,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.20.post22
+moto-ext==5.1.18.post6
     # via localstack-core
 mpmath==1.3.0
     # via sympy
@@ -303,7 +302,7 @@ mypy-boto3-cloudcontrol==1.42.3
     # via boto3-stubs
 mypy-boto3-cloudformation==1.42.3
     # via boto3-stubs
-mypy-boto3-cloudfront==1.42.25
+mypy-boto3-cloudfront==1.42.40
     # via boto3-stubs
 mypy-boto3-cloudtrail==1.42.3
     # via boto3-stubs
@@ -323,7 +322,7 @@ mypy-boto3-codestar-connections==1.42.3
     # via boto3-stubs
 mypy-boto3-cognito-identity==1.42.3
     # via boto3-stubs
-mypy-boto3-cognito-idp==1.42.3
+mypy-boto3-cognito-idp==1.42.37
     # via boto3-stubs
 mypy-boto3-dms==1.42.3
     # via boto3-stubs
@@ -333,7 +332,7 @@ mypy-boto3-dynamodb==1.42.33
     # via boto3-stubs
 mypy-boto3-dynamodbstreams==1.42.3
     # via boto3-stubs
-mypy-boto3-ec2==1.42.35
+mypy-boto3-ec2==1.42.38
     # via boto3-stubs
 mypy-boto3-ecr==1.42.13
     # via boto3-stubs
@@ -385,13 +384,13 @@ mypy-boto3-kms==1.42.3
     # via boto3-stubs
 mypy-boto3-lakeformation==1.42.29
     # via boto3-stubs
-mypy-boto3-lambda==1.42.8
+mypy-boto3-lambda==1.42.37
     # via boto3-stubs
 mypy-boto3-logs==1.42.10
     # via boto3-stubs
 mypy-boto3-managedblockchain==1.42.3
     # via boto3-stubs
-mypy-boto3-mediaconvert==1.42.12
+mypy-boto3-mediaconvert==1.42.37
     # via boto3-stubs
 mypy-boto3-mq==1.42.3
     # via boto3-stubs
@@ -425,11 +424,11 @@ mypy-boto3-route53==1.42.6
     # via boto3-stubs
 mypy-boto3-route53resolver==1.42.10
     # via boto3-stubs
-mypy-boto3-s3==1.42.21
+mypy-boto3-s3==1.42.37
     # via boto3-stubs
-mypy-boto3-s3control==1.42.3
+mypy-boto3-s3control==1.42.37
     # via boto3-stubs
-mypy-boto3-sagemaker==1.42.30
+mypy-boto3-sagemaker==1.42.36
     # via boto3-stubs
 mypy-boto3-sagemaker-runtime==1.42.3
     # via boto3-stubs
@@ -530,9 +529,9 @@ priority==1.3.0
     # via
     #   hypercorn
     #   localstack-twisted
-protobuf==6.33.4
+protobuf==6.33.5
     # via opensearch-protobufs
-psutil==7.2.1
+psutil==7.2.2
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
@@ -550,11 +549,10 @@ pyasn1==0.6.2
     # via rsa
 pycparser==3.0
     # via cffi
-pydantic==2.12.4
+pydantic==2.12.5
     # via
     #   aws-sam-translator
     #   localstack-core
-    #   moto-ext
 pydantic-core==2.41.5
     # via pydantic
 pygments==2.19.2
@@ -638,7 +636,7 @@ responses==0.25.8
     #   moto-ext
 rfc3339-validator==0.1.4
     # via openapi-schema-validator
-rich==14.3.1
+rich==14.3.2
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
@@ -718,7 +716,7 @@ werkzeug==3.1.5
     #   openapi-core
     #   pytest-httpserver
     #   rolo
-wrapt==2.0.1
+wrapt==2.1.1
     # via aws-xray-sdk
 wsproto==1.3.2
     # via hypercorn
diff --git a/tests/aws/services/sns/test_sns.py b/tests/aws/services/sns/test_sns.py
index 64288ce8e5048..6d7a05e586534 100644
--- a/tests/aws/services/sns/test_sns.py
+++ b/tests/aws/services/sns/test_sns.py
@@ -2493,6 +2493,7 @@ def test_publish_batch_messages_without_topic(self, sns_create_topic, snapshot,
         snapshot.match("publish-batch-no-topic", e.value.response)
 
     @markers.aws.validated
+    @pytest.mark.skipif(is_sns_v1_provider(), reason="not covered in v1")
     def test_publish_batch_exceptions(
         self, sns_create_topic, sqs_create_queue, sns_create_sqs_subscription, snapshot, aws_client
     ):
@@ -3208,6 +3209,7 @@ def test_fifo_topic_to_regular_sqs(
         snapshot.match("dedup-messages", response)
 
     @markers.aws.validated
+    @pytest.mark.skipif(is_sns_v1_provider(), reason="not covered in v1")
     def test_validations_for_fifo(
         self,
         sns_create_topic,

From 2a499fde7a28cc1e43b2130870a969b43077e845 Mon Sep 17 00:00:00 2001
From: Giovanni Grano <me@giograno.com>
Date: Tue, 3 Feb 2026 17:15:03 +0100
Subject: [PATCH 568/697] Improve types for the SQS store (#13684)

---
 .../localstack/services/sqs/models.py         | 34 ++++++++++++-------
 .../localstack/services/sqs/queue.py          | 13 ++++---
 .../localstack/testing/pytest/container.py    |  2 +-
 3 files changed, 30 insertions(+), 19 deletions(-)

diff --git a/localstack-core/localstack/services/sqs/models.py b/localstack-core/localstack/services/sqs/models.py
index c86134a0e5fd0..56e39ddd55bbf 100644
--- a/localstack-core/localstack/services/sqs/models.py
+++ b/localstack-core/localstack/services/sqs/models.py
@@ -56,7 +56,7 @@
 class SqsMessage:
     message: Message
     created: float
-    visibility_timeout: int
+    visibility_timeout: int | None
     receive_count: int
     delay_seconds: int | None
     receipt_handles: set[str]
@@ -65,9 +65,7 @@ class SqsMessage:
     visibility_deadline: float | None
     deleted: bool
     priority: float
-    message_deduplication_id: str
-    message_group_id: str
-    sequence_number: str
+    sequence_number: str | None
 
     def __init__(
         self,
@@ -85,6 +83,7 @@ def __init__(
         self.delay_seconds = None
         self.last_received = None
         self.first_received = None
+        self.visibility_timeout = None
         self.visibility_deadline = None
         self.deleted = False
         self.priority = priority
@@ -270,28 +269,36 @@ class MessageMoveTask:
     # configurable fields
     source_arn: str
     """The arn of the DLQ the messages are currently in."""
-    destination_arn: str | None = None
+    destination_arn: str
     """If the DestinationArn is not specified, the original source arn will be used as target."""
-    max_number_of_messages_per_second: int | None = None
+    max_number_of_messages_per_second: int | None
 
     # dynamic fields
     task_id: str
-    status: str = MessageMoveTaskStatus.CREATED
-    started_timestamp: datetime | None = None
-    approximate_number_of_messages_moved: int | None = None
-    approximate_number_of_messages_to_move: int | None = None
-    failure_reason: str | None = None
+    status: str
+    started_timestamp: datetime | None
+    approximate_number_of_messages_moved: int | None
+    approximate_number_of_messages_to_move: int | None
+    failure_reason: str | None
 
     cancel_event: threading.Event
 
     def __init__(
-        self, source_arn: str, destination_arn: str, max_number_of_messages_per_second: int = None
+        self,
+        source_arn: str,
+        destination_arn: str,
+        max_number_of_messages_per_second: int | None = None,
     ):
         self.task_id = long_uid()
         self.source_arn = source_arn
         self.destination_arn = destination_arn
         self.max_number_of_messages_per_second = max_number_of_messages_per_second
         self.cancel_event = threading.Event()
+        self.status = MessageMoveTaskStatus.CREATED
+        self.started_timestamp = None
+        self.approximate_number_of_messages_moved = None
+        self.approximate_number_of_messages_to_move = None
+        self.failure_reason = None
 
     def mark_started(self):
         self.started_timestamp = datetime.utcnow()
@@ -318,6 +325,7 @@ class SqsQueue:
     # Simulating an ordered set in python. Only the keys are used and of interest.
     inflight: dict[SqsMessage, None]
     receipts: dict[str, SqsMessage]
+    mutex: threading.RLock
 
     def __init__(self, name: str, region: str, account_id: str, attributes=None, tags=None) -> None:
         self.name = name
@@ -1374,7 +1382,7 @@ def clear(self):
 
 
 class SqsStore(BaseStore):
-    queues: dict[str, SqsQueue] = LocalAttribute(default=dict)
+    queues: dict[str, FifoQueue | StandardQueue] = LocalAttribute(default=dict)
 
     deleted: dict[str, float] = LocalAttribute(default=dict)
 
diff --git a/localstack-core/localstack/services/sqs/queue.py b/localstack-core/localstack/services/sqs/queue.py
index dc3b5e8d88f70..f9d05f10d40c0 100644
--- a/localstack-core/localstack/services/sqs/queue.py
+++ b/localstack-core/localstack/services/sqs/queue.py
@@ -1,16 +1,19 @@
 import time
 from queue import Empty, PriorityQueue, Queue
+from typing import Generic, TypeVar
 
+T = TypeVar("T")
 
-class InterruptibleQueue(Queue):
+
+class InterruptibleQueue(Queue, Generic[T]):
     # is_shutdown is used to check whether we have triggered a shutdown of the Queue
     is_shutdown: bool
 
-    def __init__(self, maxsize=0):
+    def __init__(self, maxsize: int = 0):
         super().__init__(maxsize)
         self.is_shutdown = False
 
-    def get(self, block=True, timeout=None):
+    def get(self, block: bool = True, timeout: float | None = None) -> T:
         with self.not_empty:
             if self.is_shutdown:
                 raise Empty
@@ -35,7 +38,7 @@ def get(self, block=True, timeout=None):
             self.not_full.notify()
             return item
 
-    def shutdown(self):
+    def shutdown(self) -> None:
         """
         `shutdown` signals to stop all current and future `Queue.get` calls from executing.
 
@@ -46,5 +49,5 @@ def shutdown(self):
             self.not_empty.notify_all()
 
 
-class InterruptiblePriorityQueue(PriorityQueue, InterruptibleQueue):
+class InterruptiblePriorityQueue(PriorityQueue, InterruptibleQueue[T], Generic[T]):
     pass
diff --git a/localstack-core/localstack/testing/pytest/container.py b/localstack-core/localstack/testing/pytest/container.py
index 354454019b0db..a962eb3a89ccc 100644
--- a/localstack-core/localstack/testing/pytest/container.py
+++ b/localstack-core/localstack/testing/pytest/container.py
@@ -23,7 +23,7 @@
 LOG = logging.getLogger(__name__)
 
 ENV_TEST_CONTAINER_MOUNT_SOURCES = "TEST_CONTAINER_MOUNT_SOURCES"
-"""Environment variable used to indicate that we should mount LocalStack  source files into the container."""
+"""Environment variable used to indicate that we should mount LocalStack source files into the container."""
 
 ENV_TEST_CONTAINER_MOUNT_DEPENDENCIES = "TEST_CONTAINER_MOUNT_DEPENDENCIES"
 """Environment variable used to indicate that we should mount dependencies into the container."""

From 26619a9be885afd3e7480fb1bc90f6504a68d032 Mon Sep 17 00:00:00 2001
From: Giovanni Grano <me@giograno.com>
Date: Wed, 4 Feb 2026 10:12:16 +0100
Subject: [PATCH 569/697] Update ruff target-version to 3.13 (#13688)

---
 localstack-core/localstack/aws/connect.py      |  7 ++-----
 .../localstack/aws/protocol/routing.py         |  3 +--
 localstack-core/localstack/aws/spec.py         |  2 +-
 .../engine/v2/change_set_model.py              |  4 +---
 .../engine/v2/change_set_model_preproc.py      | 13 +++++--------
 .../cloudformation/resource_provider.py        | 10 +++++-----
 .../cloudformation/scaffolding/__main__.py     |  2 +-
 .../localstack/services/events/models.py       |  4 ++--
 .../localstack/services/kms/utils.py           |  5 +----
 .../localstack/services/sqs/queue.py           |  7 ++-----
 .../component/test_state/state/base_mock.py    |  5 +----
 localstack-core/localstack/services/stores.py  |  6 +++---
 localstack-core/localstack/state/pickle.py     | 18 ++++++++----------
 localstack-core/localstack/testing/aws/util.py |  6 +-----
 localstack-core/localstack/utils/threads.py    |  8 ++------
 pyproject.toml                                 |  3 +--
 tests/aws/services/cloudformation/conftest.py  |  6 +-----
 tests/aws/services/lambda_/test_lambda.py      |  5 +----
 tests/aws/services/lambda_/test_lambda_api.py  |  2 +-
 tests/bootstrap/test_cosmetic_configuration.py |  4 ++--
 20 files changed, 42 insertions(+), 78 deletions(-)

diff --git a/localstack-core/localstack/aws/connect.py b/localstack-core/localstack/aws/connect.py
index f1775e6343001..2ca34677d7e23 100644
--- a/localstack-core/localstack/aws/connect.py
+++ b/localstack-core/localstack/aws/connect.py
@@ -15,7 +15,7 @@
 from functools import lru_cache, partial
 from random import choice
 from socket import socket
-from typing import Any, Generic, TypedDict, TypeVar
+from typing import Any, TypedDict
 
 import dns.message
 import dns.query
@@ -165,10 +165,7 @@ def load_dto(data: str) -> InternalRequestParameters:
     return json.loads(data)
 
 
-T = TypeVar("T")
-
-
-class MetadataRequestInjector(Generic[T]):
+class MetadataRequestInjector[T]:
     def __init__(self, client: T, params: dict[str, str] | None = None):
         self._client = client
         self._params = params
diff --git a/localstack-core/localstack/aws/protocol/routing.py b/localstack-core/localstack/aws/protocol/routing.py
index f793bd051ec27..4150bbd8a51c6 100644
--- a/localstack-core/localstack/aws/protocol/routing.py
+++ b/localstack-core/localstack/aws/protocol/routing.py
@@ -1,5 +1,4 @@
 import re
-from typing import AnyStr
 
 from werkzeug.routing import Rule
 
@@ -30,7 +29,7 @@ def __init__(self, string: str, method: str, **kwargs) -> None:
         self.methods = {method.upper()}
 
 
-def transform_path_params_to_rule_vars(match: re.Match[AnyStr]) -> str:
+def transform_path_params_to_rule_vars(match: re.Match[str]) -> str:
     """
     Transforms a request URI path param to a valid Werkzeug Rule string variable placeholder.
     This transformation function should be used in combination with _path_param_regex on the request URIs (without any
diff --git a/localstack-core/localstack/aws/spec.py b/localstack-core/localstack/aws/spec.py
index f6d60dbe5de42..53cb303db3bc4 100644
--- a/localstack-core/localstack/aws/spec.py
+++ b/localstack-core/localstack/aws/spec.py
@@ -142,7 +142,7 @@ def load_service(
     return ServiceModel(service_description, service)
 
 
-def iterate_service_operations() -> Generator[tuple[ServiceModel, OperationModel], None, None]:
+def iterate_service_operations() -> Generator[tuple[ServiceModel, OperationModel]]:
     """
     Returns one record per operation in the AWS service spec, where the first item is the service model the operation
     belongs to, and the second is the operation model.
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py
index d6050a7e75743..8a11b343c5cbe 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py
@@ -4,9 +4,7 @@
 import enum
 from collections.abc import Generator
 from itertools import zip_longest
-from typing import Any, Final, TypedDict, cast
-
-from typing_extensions import TypeVar
+from typing import Any, Final, TypedDict, TypeVar, cast
 
 from localstack.aws.api.cloudformation import ChangeAction
 from localstack.services.cloudformation.resource_provider import ResourceProviderExecutor
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
index 9b39debc60a1b..fc51176f53e15 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
@@ -4,7 +4,7 @@
 import copy
 import re
 from collections.abc import Callable
-from typing import Any, Final, Generic, TypeVar
+from typing import Any, Final
 
 from botocore.exceptions import ClientError
 
@@ -79,9 +79,6 @@
     "AWS::NotificationARNs",
 }
 
-TBefore = TypeVar("TBefore")
-TAfter = TypeVar("TAfter")
-_T = TypeVar("_T")
 
 REGEX_OUTPUT_APIGATEWAY = re.compile(
     rf"^(https?://.+\.execute-api\.)(?:[^-]+-){{2,3}}\d\.(amazonaws\.com|{_AWS_URL_SUFFIX})/?(.*)$"
@@ -91,7 +88,7 @@
 VALID_LOGICAL_RESOURCE_ID_RE = re.compile(r"^[A-Za-z0-9]+$")
 
 
-class PreprocEntityDelta(Generic[TBefore, TAfter]):
+class PreprocEntityDelta[TBefore, TAfter]:
     before: Maybe[TBefore]
     after: Maybe[TAfter]
 
@@ -432,8 +429,8 @@ def _maybe_perform_static_replacements(self, delta: PreprocEntityDelta) -> Prepr
     def _maybe_perform_dynamic_replacements(self, delta: PreprocEntityDelta) -> PreprocEntityDelta:
         return self._maybe_perform_on_delta(delta, self._perform_dynamic_replacements)
 
-    def _maybe_perform_on_delta(
-        self, delta: PreprocEntityDelta | None, f: Callable[[_T], _T]
+    def _maybe_perform_on_delta[T](
+        self, delta: PreprocEntityDelta | None, f: Callable[[T], T]
     ) -> PreprocEntityDelta | None:
         if isinstance(delta.before, str):
             delta.before = f(delta.before)
@@ -441,7 +438,7 @@ def _maybe_perform_on_delta(
             delta.after = f(delta.after)
         return delta
 
-    def _perform_dynamic_replacements(self, value: _T) -> _T:
+    def _perform_dynamic_replacements[T](self, value: T) -> T:
         if not isinstance(value, str):
             return value
 
diff --git a/localstack-core/localstack/services/cloudformation/resource_provider.py b/localstack-core/localstack/services/cloudformation/resource_provider.py
index 38a4c241c9d36..1d4bf2f02e4e9 100644
--- a/localstack-core/localstack/services/cloudformation/resource_provider.py
+++ b/localstack-core/localstack/services/cloudformation/resource_provider.py
@@ -10,7 +10,7 @@
 from enum import Enum, auto
 from logging import Logger
 from math import ceil
-from typing import TYPE_CHECKING, Any, Generic, TypedDict, TypeVar
+from typing import TYPE_CHECKING, Any, TypedDict, TypeVar
 
 import botocore
 from botocore.client import BaseClient
@@ -65,7 +65,7 @@ class OperationStatus(Enum):
 
 
 @dataclass
-class ProgressEvent(Generic[Properties]):
+class ProgressEvent[Properties]:
     status: OperationStatus
     resource_model: Properties | None = None
     resource_models: list[Properties] | None = None
@@ -165,7 +165,7 @@ def convert_payload(
 
 
 @dataclass
-class ResourceRequest(Generic[Properties]):
+class ResourceRequest[Properties]:
     _original_payload: Properties
 
     aws_client_factory: ServiceLevelClientFactory
@@ -198,7 +198,7 @@ class CloudFormationResourceProviderPlugin(Plugin):
     namespace = "localstack.cloudformation.resource_providers"
 
 
-class ResourceProvider(Generic[Properties]):
+class ResourceProvider[Properties]:
     """
     This provides a base class onto which service-specific resource providers are built.
     """
@@ -401,7 +401,7 @@ class NoResourceProvider(Exception):
     pass
 
 
-def resolve_json_pointer(resource_props: Properties, primary_id_path: str) -> str:
+def resolve_json_pointer[Properties](resource_props: Properties, primary_id_path: str) -> str:
     primary_id_path = primary_id_path.replace("/properties", "")
     parts = [p for p in primary_id_path.split("/") if p]
 
diff --git a/localstack-core/localstack/services/cloudformation/scaffolding/__main__.py b/localstack-core/localstack/services/cloudformation/scaffolding/__main__.py
index 9c5af99a47899..88888eaff9183 100644
--- a/localstack-core/localstack/services/cloudformation/scaffolding/__main__.py
+++ b/localstack-core/localstack/services/cloudformation/scaffolding/__main__.py
@@ -420,7 +420,7 @@ def render(
             self.environment, template_mapping[file_type], **kwargs
         )
 
-    def get_getatt_targets(self) -> Generator[str, None, None]:
+    def get_getatt_targets(self) -> Generator[str]:
         for name, defn in self.schema["properties"].items():
             if "type" in defn and defn["type"] in ["string"]:
                 yield name
diff --git a/localstack-core/localstack/services/events/models.py b/localstack-core/localstack/services/events/models.py
index 6d62e5f05045a..98e34dc20f2f8 100644
--- a/localstack-core/localstack/services/events/models.py
+++ b/localstack-core/localstack/services/events/models.py
@@ -2,7 +2,7 @@
 from dataclasses import dataclass, field
 from datetime import UTC, datetime
 from enum import Enum
-from typing import Literal, TypeAlias, TypedDict
+from typing import Literal, TypedDict
 
 from localstack.aws.api import CommonServiceException
 from localstack.aws.api.events import (
@@ -100,7 +100,7 @@ def __init__(self, reason=None, message=None) -> None:
 FormattedEventDict = dict[str, FormattedEvent]
 FormattedEventList = list[FormattedEvent]
 
-TransformedEvent: TypeAlias = FormattedEvent | dict | str
+type TransformedEvent = FormattedEvent | dict | str
 
 
 class ResourceType(Enum):
diff --git a/localstack-core/localstack/services/kms/utils.py b/localstack-core/localstack/services/kms/utils.py
index 550d9a31c23c7..9b4d0fb402e22 100644
--- a/localstack-core/localstack/services/kms/utils.py
+++ b/localstack-core/localstack/services/kms/utils.py
@@ -1,13 +1,10 @@
 import re
 from collections.abc import Callable
-from typing import TypeVar
 
 from localstack.aws.api.kms import DryRunOperationException, Tag, TagException
 from localstack.services.kms.exceptions import ValidationException
 from localstack.utils.aws.arns import ARN_PARTITION_REGEX
 
-T = TypeVar("T")
-
 KMS_KEY_ARN_PATTERN = re.compile(
     rf"{ARN_PARTITION_REGEX}:kms:(?P<region_name>[^:]+):(?P<account_id>\d{{12}}):((?=key/)key/|(?=alias/))(?P<key_id>[^:]+)$"
 )
@@ -63,7 +60,7 @@ def validate_tag(tag_position: int, tag: Tag) -> None:
         raise TagException("Tags beginning with aws: are reserved")
 
 
-def execute_dry_run_capable(func: Callable[..., T], dry_run: bool, *args, **kwargs) -> T:
+def execute_dry_run_capable[T](func: Callable[..., T], dry_run: bool, *args, **kwargs) -> T:
     """
     Executes a function unless dry run mode is enabled.
 
diff --git a/localstack-core/localstack/services/sqs/queue.py b/localstack-core/localstack/services/sqs/queue.py
index f9d05f10d40c0..ea250191c083b 100644
--- a/localstack-core/localstack/services/sqs/queue.py
+++ b/localstack-core/localstack/services/sqs/queue.py
@@ -1,11 +1,8 @@
 import time
 from queue import Empty, PriorityQueue, Queue
-from typing import Generic, TypeVar
 
-T = TypeVar("T")
 
-
-class InterruptibleQueue(Queue, Generic[T]):
+class InterruptibleQueue[T](Queue):
     # is_shutdown is used to check whether we have triggered a shutdown of the Queue
     is_shutdown: bool
 
@@ -49,5 +46,5 @@ def shutdown(self) -> None:
             self.not_empty.notify_all()
 
 
-class InterruptiblePriorityQueue(PriorityQueue, InterruptibleQueue[T], Generic[T]):
+class InterruptiblePriorityQueue[T](PriorityQueue[T], InterruptibleQueue[T]):
     pass
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/test_state/state/base_mock.py b/localstack-core/localstack/services/stepfunctions/asl/component/test_state/state/base_mock.py
index 9b7fca127bc94..8541431af54d3 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/test_state/state/base_mock.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/test_state/state/base_mock.py
@@ -1,6 +1,5 @@
 import abc
 import copy
-from typing import Generic, TypeVar
 
 from localstack.services.stepfunctions.asl.component.eval_component import EvalComponent
 from localstack.services.stepfunctions.asl.component.state.state import CommonStateField
@@ -15,10 +14,8 @@
     eval_mocked_response_throw,
 )
 
-T = TypeVar("T", bound=CommonStateField)
 
-
-class MockedBaseState(Generic[T], abc.ABC):
+class MockedBaseState[T: CommonStateField](abc.ABC):
     is_single_state: bool
     _wrapped: T
 
diff --git a/localstack-core/localstack/services/stores.py b/localstack-core/localstack/services/stores.py
index 8558746eec0c6..ad9a566b83205 100644
--- a/localstack-core/localstack/services/stores.py
+++ b/localstack-core/localstack/services/stores.py
@@ -32,7 +32,7 @@ class SqsStore(BaseStore):
 import re
 from collections.abc import Callable, Iterator
 from threading import RLock
-from typing import Any, Generic, TypeVar
+from typing import Any, TypeVar
 
 from localstack import config
 from localstack.utils.aws.aws_stack import get_valid_regions_for_service
@@ -190,7 +190,7 @@ def __repr__(self):
 #
 
 
-class RegionBundle(dict, Generic[BaseStoreType]):
+class RegionBundle[BaseStoreType](dict):
     """
     Encapsulation for stores across all regions for a specific AWS account ID.
     """
@@ -281,7 +281,7 @@ def reset(self, _reset_universal: bool = False):
             self.clear()
 
 
-class AccountRegionBundle(dict, Generic[BaseStoreType]):
+class AccountRegionBundle[BaseStoreType](dict):
     """
     Encapsulation for all stores for all AWS account IDs.
     """
diff --git a/localstack-core/localstack/state/pickle.py b/localstack-core/localstack/state/pickle.py
index 7ee892ebc4a7a..04b40a49df330 100644
--- a/localstack-core/localstack/state/pickle.py
+++ b/localstack-core/localstack/state/pickle.py
@@ -30,15 +30,13 @@ def _recreate(obj_type, obj_queue):
 
 import inspect
 from collections.abc import Callable
-from typing import Any, BinaryIO, Generic, TypeVar
+from typing import Any, BinaryIO
 
 import dill
 from dill._dill import MetaCatchingDict
 
 from .core import Decoder, Encoder
 
-_T = TypeVar("_T")
-
 PythonPickler = Any
 """Type placeholder for pickle._Pickler (which has for instance the save_reduce method)"""
 
@@ -268,7 +266,7 @@ def get_default_decoder() -> Decoder:
     return get_default_decoder()
 
 
-class ObjectStateReducer(Generic[_T]):
+class ObjectStateReducer[T]:
     """
     A generalization of the following pattern::
 
@@ -301,7 +299,7 @@ def restore(state: dict):
                 state["this_one_doesnt_serialize"] = restore(state["this_one_serialized"])
     """
 
-    cls: _T
+    cls: T
 
     @classmethod
     def create(cls):
@@ -313,7 +311,7 @@ def register(self, subclasses=False):
         """
         add_dispatch_entry(self.cls, self._pickle, subclasses=subclasses)
 
-    def _pickle(self, pickler, obj: _T):
+    def _pickle(self, pickler, obj: T):
         state = self.get_state(obj)
         self.prepare(obj, state)
         return pickler.save_reduce(self._unpickle, (state,), obj=obj)
@@ -324,7 +322,7 @@ def _unpickle(self, state: dict) -> dict:
         self.set_state(obj, state)
         return obj
 
-    def get_state(self, obj: _T) -> Any:
+    def get_state(self, obj: T) -> Any:
         """
         Return the objects state. Can be overwritten by subclasses to return custom state.
 
@@ -333,7 +331,7 @@ def get_state(self, obj: _T) -> Any:
         """
         return obj.__dict__.copy()
 
-    def set_state(self, obj: _T, state: Any):
+    def set_state(self, obj: T, state: Any):
         """
         Set the state of the object. Can be overwritten by subclasses to set custom state.
 
@@ -342,7 +340,7 @@ def set_state(self, obj: _T, state: Any):
         """
         obj.__dict__.update(state)
 
-    def prepare(self, obj: _T, state: Any):
+    def prepare(self, obj: T, state: Any):
         """
         Can be overwritten by subclasses to prepare the object state for pickling.
 
@@ -351,7 +349,7 @@ def prepare(self, obj: _T, state: Any):
         """
         pass
 
-    def restore(self, obj: _T, state: Any):
+    def restore(self, obj: T, state: Any):
         """
         Can be overwritten by subclasses to modify the object state to restore any previously removed attributes.
 
diff --git a/localstack-core/localstack/testing/aws/util.py b/localstack-core/localstack/testing/aws/util.py
index 96f12aed1ab45..a270a016368b5 100644
--- a/localstack-core/localstack/testing/aws/util.py
+++ b/localstack-core/localstack/testing/aws/util.py
@@ -1,7 +1,6 @@
 import functools
 import os
 from collections.abc import Callable
-from typing import TypeVar
 
 import boto3
 import botocore
@@ -174,10 +173,7 @@ def event_handler(request: AWSPreparedRequest, **_):
         return wrapper_method
 
 
-T = TypeVar("T", bound=BaseClient)
-
-
-def RequestContextClient(client: T) -> T:
+def RequestContextClient[T: BaseClient](client: T) -> T:
     return _RequestContextClient(client)  # noqa
 
 
diff --git a/localstack-core/localstack/utils/threads.py b/localstack-core/localstack/utils/threads.py
index f7a91640c7277..4123302d69643 100644
--- a/localstack-core/localstack/utils/threads.py
+++ b/localstack-core/localstack/utils/threads.py
@@ -6,13 +6,9 @@
 from collections.abc import Callable
 from concurrent.futures import Future
 from multiprocessing.dummy import Pool
-from typing import TYPE_CHECKING, Any, TypeVar
-
-if TYPE_CHECKING:
-    from typing_extensions import ParamSpec
-
-    P = ParamSpec("P")
+from typing import Any, ParamSpec, TypeVar
 
+P = ParamSpec("P")
 T = TypeVar("T")
 
 LOG = logging.getLogger(__name__)
diff --git a/pyproject.toml b/pyproject.toml
index 46282c85e00f1..c490aa1ec4c22 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -72,7 +72,6 @@ base-runtime = [
     "python-dateutil>=2.9.0",
     "readerwriterlock>=1.0.7",
     "requests-aws4auth>=1.0",
-    "typing-extensions>=4.15.0",
     # explicitly set urllib3 to force its usage / ensure compatibility
     "urllib3>=2.0.7",
     "Werkzeug>=3.1.3",
@@ -187,7 +186,7 @@ exclude = ["tests*"]
 
 [tool.ruff]
 # Generate code compatible with version defined in .python-version
-target-version = "py311"
+target-version = "py313"
 line-length = 100
 src = ["localstack-core", "tests"]
 exclude = [
diff --git a/tests/aws/services/cloudformation/conftest.py b/tests/aws/services/cloudformation/conftest.py
index 2f467d089504d..289bf3508bcc8 100644
--- a/tests/aws/services/cloudformation/conftest.py
+++ b/tests/aws/services/cloudformation/conftest.py
@@ -1,6 +1,5 @@
 import re
 from collections.abc import Iterable
-from typing import TypeVar
 
 import pytest
 
@@ -18,8 +17,5 @@ def skip_if_legacy_engine(reason: str | None = None):
     )
 
 
-_T = TypeVar("_T")
-
-
-def skipped_v2_items(*items: Iterable[_T]) -> list[_T]:
+def skipped_v2_items[T](*items: Iterable[T]) -> list[T]:
     return optional_list(is_v2_engine(), items)
diff --git a/tests/aws/services/lambda_/test_lambda.py b/tests/aws/services/lambda_/test_lambda.py
index 6e1dae0c6884f..0a20dc8a4bdf0 100644
--- a/tests/aws/services/lambda_/test_lambda.py
+++ b/tests/aws/services/lambda_/test_lambda.py
@@ -12,7 +12,6 @@
 import time
 from concurrent.futures import ThreadPoolExecutor
 from io import BytesIO
-from typing import TypeVar
 
 import pytest
 import requests
@@ -147,10 +146,8 @@
     "dns",
 ]
 
-T = TypeVar("T")
 
-
-def read_streams(payload: T) -> T:
+def read_streams[T](payload: T) -> T:
     new_payload = {}
     for k, v in payload.items():
         if isinstance(v, dict):
diff --git a/tests/aws/services/lambda_/test_lambda_api.py b/tests/aws/services/lambda_/test_lambda_api.py
index 6e903e65873c4..4f6b0a89ab080 100644
--- a/tests/aws/services/lambda_/test_lambda_api.py
+++ b/tests/aws/services/lambda_/test_lambda_api.py
@@ -6213,7 +6213,7 @@ class TestLambdaLayer:
     @markers.lambda_runtime_update
     @markers.aws.validated
     # AWS only allows a max of 15 compatible runtimes, split runtimes and run two tests
-    @pytest.mark.parametrize("runtimes", list(itertools.batched(ALL_RUNTIMES, 15)))
+    @pytest.mark.parametrize("runtimes", list(itertools.batched(ALL_RUNTIMES, 15, strict=False)))
     def test_layer_compatibilities(self, snapshot, dummylayer, cleanups, aws_client, runtimes):
         """Creates a single layer which is compatible with all"""
         layer_name = f"testlayer-{short_uid()}"
diff --git a/tests/bootstrap/test_cosmetic_configuration.py b/tests/bootstrap/test_cosmetic_configuration.py
index 0addadff8bc5c..aab3afd9006e8 100644
--- a/tests/bootstrap/test_cosmetic_configuration.py
+++ b/tests/bootstrap/test_cosmetic_configuration.py
@@ -46,14 +46,14 @@ def chosen_localstack_host() -> str:
 
 # these fixtures have been copied from the pre-existing fixtures
 @pytest.fixture(scope="class")
-def class_container_factory() -> Generator[ContainerFactory, None, None]:
+def class_container_factory() -> Generator[ContainerFactory]:
     factory = ContainerFactory()
     yield factory
     factory.remove_all_containers()
 
 
 @pytest.fixture(scope="class")
-def class_stream_container_logs() -> Generator[LogStreamFactory, None, None]:
+def class_stream_container_logs() -> Generator[LogStreamFactory]:
     factory = LogStreamFactory()
     yield factory
     factory.close()

From 3c5c8ab0814917c495fd422892a9520605cbcb15 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 4 Feb 2026 12:19:28 +0100
Subject: [PATCH 570/697] Bump bytes from 1.11.0 to 1.11.1 in
 /tests/aws/services/lambda_/functions/common/uncaughtexception/provided/src
 (#13690)

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 .../common/uncaughtexception/provided/src/Cargo.lock          | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/tests/aws/services/lambda_/functions/common/uncaughtexception/provided/src/Cargo.lock b/tests/aws/services/lambda_/functions/common/uncaughtexception/provided/src/Cargo.lock
index a9909018863d5..3e2e61a1e250c 100644
--- a/tests/aws/services/lambda_/functions/common/uncaughtexception/provided/src/Cargo.lock
+++ b/tests/aws/services/lambda_/functions/common/uncaughtexception/provided/src/Cargo.lock
@@ -67,9 +67,9 @@ dependencies = [
 
 [[package]]
 name = "bytes"
-version = "1.11.0"
+version = "1.11.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b35204fbdc0b3f4446b89fc1ac2cf84a8a68971995d0bf2e925ec7cd960f9cb3"
+checksum = "1e748733b7cbc798e1434b6ac524f0c1ff2ab456fe201501e6497c8417a4fc33"
 
 [[package]]
 name = "cfg-if"

From 6769a9fddfaeb10d5caa2a583b998e7c0cc27bba Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 4 Feb 2026 12:19:35 +0100
Subject: [PATCH 571/697] Bump bytes from 1.11.0 to 1.11.1 in
 /tests/aws/services/lambda_/functions/common/introspection/provided/src
 (#13691)

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 .../functions/common/introspection/provided/src/Cargo.lock    | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/tests/aws/services/lambda_/functions/common/introspection/provided/src/Cargo.lock b/tests/aws/services/lambda_/functions/common/introspection/provided/src/Cargo.lock
index cf647157ca67a..a6614af3621d0 100644
--- a/tests/aws/services/lambda_/functions/common/introspection/provided/src/Cargo.lock
+++ b/tests/aws/services/lambda_/functions/common/introspection/provided/src/Cargo.lock
@@ -67,9 +67,9 @@ dependencies = [
 
 [[package]]
 name = "bytes"
-version = "1.11.0"
+version = "1.11.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b35204fbdc0b3f4446b89fc1ac2cf84a8a68971995d0bf2e925ec7cd960f9cb3"
+checksum = "1e748733b7cbc798e1434b6ac524f0c1ff2ab456fe201501e6497c8417a4fc33"
 
 [[package]]
 name = "cfg-if"

From 7c601093d58e48816950660f982b9a939a841784 Mon Sep 17 00:00:00 2001
From: Giovanni Grano <me@giograno.com>
Date: Wed, 4 Feb 2026 12:47:33 +0100
Subject: [PATCH 572/697] Follow-up for ruff target-version upgrade (#13696)

---
 localstack-core/localstack/aws/connect.py | 7 +++++--
 pyproject.toml                            | 1 +
 2 files changed, 6 insertions(+), 2 deletions(-)

diff --git a/localstack-core/localstack/aws/connect.py b/localstack-core/localstack/aws/connect.py
index 2ca34677d7e23..f1775e6343001 100644
--- a/localstack-core/localstack/aws/connect.py
+++ b/localstack-core/localstack/aws/connect.py
@@ -15,7 +15,7 @@
 from functools import lru_cache, partial
 from random import choice
 from socket import socket
-from typing import Any, TypedDict
+from typing import Any, Generic, TypedDict, TypeVar
 
 import dns.message
 import dns.query
@@ -165,7 +165,10 @@ def load_dto(data: str) -> InternalRequestParameters:
     return json.loads(data)
 
 
-class MetadataRequestInjector[T]:
+T = TypeVar("T")
+
+
+class MetadataRequestInjector(Generic[T]):
     def __init__(self, client: T, params: dict[str, str] | None = None):
         self._client = client
         self._params = params
diff --git a/pyproject.toml b/pyproject.toml
index c490aa1ec4c22..e7d3f70543a39 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -211,6 +211,7 @@ exclude = [
 "localstack-core/localstack/constants.py" = "py310"
 "localstack-core/localstack/utils/**" = "py310"  # imported by CLI tests
 "localstack-core/localstack/testing/pytest/**" = "py310" # imported by CLI tests
+"localstack-core/localstack/aws/connect.py" = "py310" # imported by CLI tests
 
 [tool.deptry]
 known_first_party = [

From bb27e3e098bedaba767954d167fc1363f0417bb8 Mon Sep 17 00:00:00 2001
From: Aiden Huynh <115724666+aidehn@users.noreply.github.com>
Date: Wed, 4 Feb 2026 20:52:45 +0800
Subject: [PATCH 573/697] S3: Move Tagging Functionality into Provider Methods
 (#13657)

---
 .../localstack/services/s3/provider.py        | 44 +++++++--
 .../services/s3control/exceptions.py          |  6 ++
 .../localstack/services/s3control/provider.py | 90 +++++++------------
 .../services/s3control/validation.py          | 30 +++++++
 4 files changed, 106 insertions(+), 64 deletions(-)
 create mode 100644 localstack-core/localstack/services/s3control/exceptions.py

diff --git a/localstack-core/localstack/services/s3/provider.py b/localstack-core/localstack/services/s3/provider.py
index e7e7d166e1817..5b6e85ec85bbd 100644
--- a/localstack-core/localstack/services/s3/provider.py
+++ b/localstack-core/localstack/services/s3/provider.py
@@ -212,6 +212,7 @@
     StartAfter,
     StorageClass,
     Tagging,
+    TagSet,
     Token,
     TransitionDefaultMinimumObjectSize,
     UploadIdMarker,
@@ -472,6 +473,19 @@ def _get_cross_account_bucket(
 
         return store, s3_bucket
 
+    def _create_bucket_tags(self, resource_arn: str, account_id: str, region: str, tags: TagSet):
+        store = self.get_store(account_id, region)
+        store.TAGS.tag_resource(arn=resource_arn, tags=tags)
+
+    def _remove_all_bucket_tags(self, resource_arn: str, account_id: str, region: str):
+        store = self.get_store(account_id, region)
+        store.TAGS.tags.pop(resource_arn, None)
+
+    def _list_bucket_tags(self, resource_arn: str, account_id: str, region: str) -> TagSet:
+        store = self.get_store(account_id, region)
+        tags = store.TAGS.list_tags_for_resource(resource_arn)["Tags"]
+        return tags
+
     @staticmethod
     def get_store(account_id: str, region_name: str) -> S3Store:
         # Use default account id for external access? would need an anonymous one
@@ -500,7 +514,7 @@ def create_bucket(
 
         create_bucket_configuration = request.get("CreateBucketConfiguration") or {}
 
-        bucket_tags = create_bucket_configuration.get("Tags")
+        bucket_tags = create_bucket_configuration.get("Tags", [])
         if bucket_tags:
             validate_tag_set(bucket_tags, type_set="create-bucket")
 
@@ -556,9 +570,8 @@ def create_bucket(
         store.buckets[bucket_name] = s3_bucket
         store.global_bucket_map[bucket_name] = s3_bucket.bucket_account_id
         if bucket_tags:
-            store.TAGS.tag_resource(
-                arn=s3_bucket.bucket_arn,
-                tags=bucket_tags,
+            self._create_bucket_tags(
+                s3_bucket.bucket_arn, context.account_id, bucket_region, bucket_tags
             )
         self._cors_handler.invalidate_cache()
         self._storage_backend.create_bucket(bucket_name)
@@ -598,6 +611,9 @@ def delete_bucket(
         self._preconditions_locks.pop(bucket, None)
         # clean up the storage backend
         self._storage_backend.delete_bucket(bucket)
+        self._remove_all_bucket_tags(
+            s3_bucket.bucket_arn, context.account_id, s3_bucket.bucket_region
+        )
 
     def list_buckets(
         self,
@@ -3251,8 +3267,12 @@ def put_bucket_tagging(
         validate_tag_set(tag_set, type_set="bucket")
 
         # remove the previous tags before setting the new ones, it overwrites the whole TagSet
-        store.TAGS.tags.pop(s3_bucket.bucket_arn, None)
-        store.TAGS.tag_resource(s3_bucket.bucket_arn, tags=tag_set)
+        self._remove_all_bucket_tags(
+            s3_bucket.bucket_arn, context.account_id, s3_bucket.bucket_region
+        )
+        self._create_bucket_tags(
+            s3_bucket.bucket_arn, context.account_id, s3_bucket.bucket_region, tag_set
+        )
 
     def get_bucket_tagging(
         self,
@@ -3262,7 +3282,9 @@ def get_bucket_tagging(
         **kwargs,
     ) -> GetBucketTaggingOutput:
         store, s3_bucket = self._get_cross_account_bucket(context, bucket)
-        tag_set = store.TAGS.list_tags_for_resource(s3_bucket.bucket_arn, root_name="Tags")["Tags"]
+        tag_set = self._list_bucket_tags(
+            s3_bucket.bucket_arn, context.account_id, s3_bucket.bucket_region
+        )
         if not tag_set:
             raise NoSuchTagSet(
                 "The TagSet does not exist",
@@ -3280,7 +3302,13 @@ def delete_bucket_tagging(
     ) -> None:
         store, s3_bucket = self._get_cross_account_bucket(context, bucket)
 
-        store.TAGS.tags.pop(s3_bucket.bucket_arn, None)
+        # This operation doesn't remove the tags from the store like deleting a resource does, it just sets them as empty.
+        self._remove_all_bucket_tags(
+            s3_bucket.bucket_arn, context.account_id, s3_bucket.bucket_region
+        )
+        self._create_bucket_tags(
+            s3_bucket.bucket_arn, context.account_id, s3_bucket.bucket_region, []
+        )
 
     def put_object_tagging(
         self,
diff --git a/localstack-core/localstack/services/s3control/exceptions.py b/localstack-core/localstack/services/s3control/exceptions.py
new file mode 100644
index 0000000000000..98d7ae36e109d
--- /dev/null
+++ b/localstack-core/localstack/services/s3control/exceptions.py
@@ -0,0 +1,6 @@
+from localstack.aws.api import CommonServiceException
+
+
+class NoSuchResource(CommonServiceException):
+    def __init__(self, message=None):
+        super().__init__("NoSuchResource", status_code=404, message=message)
diff --git a/localstack-core/localstack/services/s3control/provider.py b/localstack-core/localstack/services/s3control/provider.py
index a27d6364579ef..f597fb1842968 100644
--- a/localstack-core/localstack/services/s3control/provider.py
+++ b/localstack-core/localstack/services/s3control/provider.py
@@ -1,4 +1,4 @@
-from localstack.aws.api import CommonServiceException, RequestContext
+from localstack.aws.api import RequestContext
 from localstack.aws.api.s3control import (
     AccountId,
     ListTagsForResourceResult,
@@ -9,16 +9,9 @@
     TagResourceResult,
     UntagResourceResult,
 )
-from localstack.aws.forwarder import NotImplementedAvoidFallbackError
-from localstack.services.s3.models import s3_stores
-from localstack.services.s3control.validation import validate_tags
+from localstack.services.s3.models import S3Store, s3_stores
+from localstack.services.s3control.validation import validate_arn_for_tagging, validate_tags
 from localstack.state import StateVisitor
-from localstack.utils.tagging import TaggingService
-
-
-class NoSuchResource(CommonServiceException):
-    def __init__(self, message=None):
-        super().__init__("NoSuchResource", status_code=404, message=message)
 
 
 class S3ControlProvider(S3ControlApi):
@@ -33,26 +26,26 @@ def accept_state_visitor(self, visitor: StateVisitor):
     """
 
     @staticmethod
-    def _get_tagging_service_for_bucket(
-        resource_arn: S3ResourceArn,
-        partition: str,
-        region: str,
-        account_id: str,
-    ) -> TaggingService:
-        s3_prefix = f"arn:{partition}:s3:::"
-        if not resource_arn.startswith(s3_prefix):
-            # Moto does not support Tagging operations for S3 Control, so we should not forward those operations back
-            # to it
-            raise NotImplementedAvoidFallbackError(
-                "LocalStack only support Bucket tagging operations for S3Control"
-            )
+    def get_s3_store(account_id: str, region: str) -> S3Store:
+        return s3_stores[account_id][region]
 
-        store = s3_stores[account_id][region]
-        bucket_name = resource_arn.removeprefix(s3_prefix)
-        if bucket_name not in store.global_bucket_map:
-            raise NoSuchResource("The specified resource doesn't exist.")
+    def _tag_bucket_resource(
+        self, resource_arn: str, partition: str, region: str, account_id: str, tags: TagList
+    ) -> None:
+        tagging_service = self.get_s3_store(account_id, region).TAGS
+        tagging_service.tag_resource(resource_arn, tags)
 
-        return store.TAGS
+    def _untag_bucket_resource(
+        self, resource_arn: str, partition: str, region: str, account_id: str, tag_keys: TagKeyList
+    ) -> None:
+        tagging_service = self.get_s3_store(account_id, region).TAGS
+        tagging_service.untag_resource(resource_arn, tag_keys)
+
+    def _list_bucket_tags(
+        self, resource_arn: str, partition: str, region: str, account_id: str
+    ) -> TagList:
+        tagging_service = self.get_s3_store(account_id, region).TAGS
+        return tagging_service.list_tags_for_resource(resource_arn)["Tags"]
 
     def tag_resource(
         self,
@@ -62,17 +55,11 @@ def tag_resource(
         tags: TagList,
         **kwargs,
     ) -> TagResourceResult:
-        # currently S3Control only supports tagging buckets
-        tagging_service = self._get_tagging_service_for_bucket(
-            resource_arn=resource_arn,
-            partition=context.partition,
-            region=context.region,
-            account_id=account_id,
-        )
-
-        validate_tags(tags=tags)
-        tagging_service.tag_resource(resource_arn, tags)
+        # Currently S3Control only supports tagging buckets
+        validate_arn_for_tagging(resource_arn, context.partition, account_id, context.region)
+        validate_tags(tags)
 
+        self._tag_bucket_resource(resource_arn, context.partition, context.region, account_id, tags)
         return TagResourceResult()
 
     def untag_resource(
@@ -83,28 +70,19 @@ def untag_resource(
         tag_keys: TagKeyList,
         **kwargs,
     ) -> UntagResourceResult:
-        # currently S3Control only supports tagging buckets
-        tagging_service = self._get_tagging_service_for_bucket(
-            resource_arn=resource_arn,
-            partition=context.partition,
-            region=context.region,
-            account_id=account_id,
-        )
-
-        tagging_service.untag_resource(resource_arn, tag_keys)
+        # Currently S3Control only supports tagging buckets
+        validate_arn_for_tagging(resource_arn, context.partition, account_id, context.region)
 
+        self._untag_bucket_resource(
+            resource_arn, context.partition, context.region, account_id, tag_keys
+        )
         return TagResourceResult()
 
     def list_tags_for_resource(
         self, context: RequestContext, account_id: AccountId, resource_arn: S3ResourceArn, **kwargs
     ) -> ListTagsForResourceResult:
-        # currently S3Control only supports tagging buckets
-        tagging_service = self._get_tagging_service_for_bucket(
-            resource_arn=resource_arn,
-            partition=context.partition,
-            region=context.region,
-            account_id=account_id,
-        )
+        # Currently S3Control only supports tagging buckets
+        validate_arn_for_tagging(resource_arn, context.partition, account_id, context.region)
 
-        tags = tagging_service.list_tags_for_resource(resource_arn)
-        return ListTagsForResourceResult(Tags=tags["Tags"])
+        tags = self._list_bucket_tags(resource_arn, context.partition, context.region, account_id)
+        return ListTagsForResourceResult(Tags=tags)
diff --git a/localstack-core/localstack/services/s3control/validation.py b/localstack-core/localstack/services/s3control/validation.py
index 0f0406b2dc8cf..9f99ffcc17718 100644
--- a/localstack-core/localstack/services/s3control/validation.py
+++ b/localstack-core/localstack/services/s3control/validation.py
@@ -1,7 +1,37 @@
 from localstack.aws.api.s3 import InvalidTag
 from localstack.aws.api.s3control import Tag, TagList
+from localstack.aws.forwarder import NotImplementedAvoidFallbackError
 from localstack.services.s3.exceptions import MalformedXML
+from localstack.services.s3.models import s3_stores
 from localstack.services.s3.utils import TAG_REGEX
+from localstack.services.s3control.exceptions import NoSuchResource
+
+
+def validate_arn_for_tagging(
+    resource_arn: str, partition: str, account_id: str, region: str
+) -> None:
+    """
+    Validates the resource ARN for the resource being tagged.
+
+    :param resource_arn: The ARN of the resource being tagged.
+    :param partition: The partition the request is originating from.
+    :param account_id: The account ID of the target resource.
+    :param region: The region the request is originating from.
+    :return: None
+    """
+
+    s3_prefix = f"arn:{partition}:s3:::"
+    if not resource_arn.startswith(s3_prefix):
+        # Moto does not support Tagging operations for S3 Control, so we should not forward those operations back
+        # to it
+        raise NotImplementedAvoidFallbackError(
+            "LocalStack only support Bucket tagging operations for S3Control"
+        )
+
+    store = s3_stores[account_id][region]
+    bucket_name = resource_arn.removeprefix(s3_prefix)
+    if bucket_name not in store.global_bucket_map:
+        raise NoSuchResource("The specified resource doesn't exist.")
 
 
 def validate_tags(tags: TagList):

From 0edbd81dbf629f4b2e8230f07b79444a1677116a Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Wed, 4 Feb 2026 16:00:07 +0100
Subject: [PATCH 574/697] Events: improve typing of models and default values
 (#13689)

---
 .../localstack/services/events/archive.py     |  6 +--
 .../localstack/services/events/models.py      | 45 ++++++++-----------
 2 files changed, 21 insertions(+), 30 deletions(-)

diff --git a/localstack-core/localstack/services/events/archive.py b/localstack-core/localstack/services/events/archive.py
index 36d0db5394605..60cb7f6906eec 100644
--- a/localstack-core/localstack/services/events/archive.py
+++ b/localstack-core/localstack/services/events/archive.py
@@ -60,9 +60,9 @@ def create_archive_service(
         region: str,
         account_id: str,
         event_source_arn: Arn,
-        description: ArchiveDescription,
-        event_pattern: EventPattern,
-        retention_days: RetentionDays,
+        description: ArchiveDescription | None,
+        event_pattern: EventPattern | None,
+        retention_days: RetentionDays | None,
     ) -> Self:
         return cls(
             Archive(
diff --git a/localstack-core/localstack/services/events/models.py b/localstack-core/localstack/services/events/models.py
index 98e34dc20f2f8..6cfc196014fa1 100644
--- a/localstack-core/localstack/services/events/models.py
+++ b/localstack-core/localstack/services/events/models.py
@@ -2,7 +2,7 @@
 from dataclasses import dataclass, field
 from datetime import UTC, datetime
 from enum import Enum
-from typing import Literal, TypedDict
+from typing import Any, Literal, TypedDict
 
 from localstack.aws.api import CommonServiceException
 from localstack.aws.api.events import (
@@ -90,7 +90,7 @@ def __init__(self, reason=None, message=None) -> None:
         "time": EventTime,
         "region": str,
         "resources": EventResourceList | None,
-        "detail": dict[str, str | dict],
+        "detail": dict[str, Any],
         "replay-name": ReplayName | None,
         "event-bus-name": EventBusName,
     },
@@ -191,13 +191,14 @@ class Archive:
     region: str
     account_id: str
     event_source_arn: Arn
-    description: ArchiveDescription = None
-    event_pattern: EventPattern = None
-    retention_days: RetentionDays = None
-    state: ArchiveState = ArchiveState.DISABLED
-    creation_time: Timestamp = None
-    size_bytes: int = 0  # TODO how to deal with updating this value?
-    events: FormattedEventDict = field(default_factory=dict)
+    description: ArchiveDescription | None = None
+    event_pattern: EventPattern | None = None
+    retention_days: RetentionDays | None = None
+    state: ArchiveState = field(init=False, default=ArchiveState.DISABLED)
+    creation_time: Timestamp = field(init=False, default_factory=lambda: datetime.now(UTC))
+    events: FormattedEventDict = field(init=False, default_factory=dict)
+    # TODO how to deal with updating this value?
+    size_bytes: int = field(init=False, default=0)
 
     @property
     def arn(self) -> Arn:
@@ -221,12 +222,10 @@ class EventBus:
     tags: TagList = field(default_factory=list)
     policy: ResourcePolicy | None = None
     rules: RuleDict = field(default_factory=dict)
-    creation_time: Timestamp = field(init=False)
-    last_modified_time: Timestamp = field(init=False)
+    creation_time: Timestamp = field(init=False, default_factory=lambda: datetime.now(UTC))
+    last_modified_time: Timestamp = field(init=False, default_factory=lambda: datetime.now(UTC))
 
     def __post_init__(self):
-        self.creation_time = datetime.now(UTC)
-        self.last_modified_time = datetime.now(UTC)
         if self.rules is None:
             self.rules = {}
         if self.tags is None:
@@ -251,17 +250,13 @@ class Connection:
     secret_arn: Arn
     description: ConnectionDescription | None = None
     invocation_connectivity_parameters: ConnectivityResourceParameters | None = None
-    creation_time: Timestamp = field(init=False)
-    last_modified_time: Timestamp = field(init=False)
-    last_authorized_time: Timestamp = field(init=False)
+    creation_time: Timestamp = field(init=False, default_factory=lambda: datetime.now(UTC))
+    last_modified_time: Timestamp = field(init=False, default_factory=lambda: datetime.now(UTC))
+    last_authorized_time: Timestamp = field(init=False, default_factory=lambda: datetime.now(UTC))
     tags: TagList = field(default_factory=list)
     id: str = str(uuid.uuid4())
 
     def __post_init__(self):
-        timestamp_now = datetime.now(UTC)
-        self.creation_time = timestamp_now
-        self.last_modified_time = timestamp_now
-        self.last_authorized_time = timestamp_now
         if self.tags is None:
             self.tags = []
 
@@ -284,17 +279,13 @@ class ApiDestination:
     state: ApiDestinationState
     _invocation_rate_limit_per_second: ApiDestinationInvocationRateLimitPerSecond | None = None
     description: ApiDestinationDescription | None = None
-    creation_time: Timestamp = field(init=False)
-    last_modified_time: Timestamp = field(init=False)
-    last_authorized_time: Timestamp = field(init=False)
+    creation_time: Timestamp = field(init=False, default_factory=lambda: datetime.now(UTC))
+    last_modified_time: Timestamp = field(init=False, default_factory=lambda: datetime.now(UTC))
+    last_authorized_time: Timestamp = field(init=False, default_factory=lambda: datetime.now(UTC))
     tags: TagList = field(default_factory=list)
     id: str = str(short_uid())
 
     def __post_init__(self):
-        timestamp_now = datetime.now(UTC)
-        self.creation_time = timestamp_now
-        self.last_modified_time = timestamp_now
-        self.last_authorized_time = timestamp_now
         if self.tags is None:
             self.tags = []
 

From d2b4bb752811378a4b1a60660fcc48d1b7da52f0 Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Wed, 4 Feb 2026 16:26:41 +0100
Subject: [PATCH 575/697] S3: improve typing, removing int dict keys, clean up
 backwards `getattr` (#13687)

---
 .../localstack/services/s3/models.py          | 33 ++++----
 .../localstack/services/s3/provider.py        | 81 +++++++------------
 .../localstack/services/s3/storage/core.py    |  4 +-
 3 files changed, 47 insertions(+), 71 deletions(-)

diff --git a/localstack-core/localstack/services/s3/models.py b/localstack-core/localstack/services/s3/models.py
index ee3df4e45c4b1..79d3c9d29a4c4 100644
--- a/localstack-core/localstack/services/s3/models.py
+++ b/localstack-core/localstack/services/s3/models.py
@@ -102,11 +102,11 @@ class InternalObjectPart(Part):
     _position: int
 
 
-# note: not really a need to use a dataclass here, as it has a lot of fields, but only a few are set at creation
 class S3Bucket:
     name: BucketName
     bucket_account_id: AccountId
     bucket_region: BucketRegion
+    bucket_arn: str
     location_constraint: BucketLocationConstraint | Literal[""]
     creation_date: datetime
     multiparts: dict[MultipartUploadId, "S3Multipart"]
@@ -131,7 +131,7 @@ class S3Bucket:
     inventory_configurations: dict[InventoryId, InventoryConfiguration]
     metric_configurations: dict[MetricsId, MetricsConfiguration]
     object_lock_default_retention: DefaultRetention | None
-    replication: ReplicationConfiguration
+    replication: ReplicationConfiguration | None
     owner: Owner
 
     # set all buckets parameters here
@@ -149,6 +149,7 @@ def __init__(
         self.name = name
         self.bucket_account_id = account_id
         self.bucket_region = bucket_region
+        self.bucket_arn = arns.s3_bucket_arn(self.name, region=bucket_region)
         self.location_constraint = location_constraint
         # If ObjectLock is enabled, it forces the bucket to be versioned as well
         self.versioning_status = None if not object_lock_enabled_for_bucket else "Enabled"
@@ -177,7 +178,6 @@ def __init__(
         self.acl = acl
         # see https://docs.aws.amazon.com/AmazonS3/latest/API/API_Owner.html
         self.owner = owner
-        self.bucket_arn = arns.s3_bucket_arn(self.name, region=bucket_region)
 
     def get_object(
         self,
@@ -266,7 +266,6 @@ def get_object(
 class S3Object:
     key: ObjectKey
     version_id: ObjectVersionId | None
-    bucket: BucketName
     owner: Owner | None
     size: Size | None
     etag: ETag | None
@@ -281,15 +280,15 @@ class S3Object:
     bucket_key_enabled: bool | None  # inherit bucket
     sse_key_hash: SSECustomerKeyMD5 | None
     checksum_algorithm: ChecksumAlgorithm
-    checksum_value: str
-    checksum_type: ChecksumType
+    checksum_value: str | None
+    checksum_type: ChecksumType | None
     lock_mode: ObjectLockMode | ObjectLockRetentionMode | None
     lock_legal_status: ObjectLockLegalHoldStatus | None
     lock_until: datetime | None
     website_redirect_location: WebsiteRedirectLocation | None
     acl: AccessControlPolicy | None
     is_current: bool
-    parts: dict[int, InternalObjectPart] | None
+    parts: dict[str, InternalObjectPart]
     restore: Restore | None
     internal_last_modified: int
 
@@ -392,7 +391,6 @@ def is_locked(self, bypass_governance: bool = False) -> bool:
         return False
 
 
-# TODO: could use dataclass, validate after models are set
 class S3DeleteMarker:
     key: ObjectKey
     version_id: str
@@ -411,7 +409,6 @@ def is_locked(*args, **kwargs) -> bool:
         return False
 
 
-# TODO: could use dataclass, validate after models are set
 class S3Part:
     part_number: PartNumber
     etag: ETag | None
@@ -441,14 +438,16 @@ def quoted_etag(self) -> str:
 
 
 class S3Multipart:
-    parts: dict[PartNumber, S3Part]
+    id: MultipartUploadId
+    parts: dict[str, S3Part]
     object: S3Object
-    upload_id: MultipartUploadId
     checksum_value: str | None
     checksum_type: ChecksumType | None
-    checksum_algorithm: ChecksumAlgorithm
+    checksum_algorithm: ChecksumAlgorithm | None
     initiated: datetime
-    precondition: bool
+    precondition: bool | None
+    initiator: Owner | None
+    tagging: dict[str, str] | None
 
     def __init__(
         self,
@@ -520,9 +519,9 @@ def complete_multipart(
                 checksum_hash = CombinedCrcHash(self.checksum_algorithm)
 
         pos = 0
-        parts_map: dict[int, InternalObjectPart] = {}
+        parts_map: dict[str, InternalObjectPart] = {}
         for index, part in enumerate(parts):
-            part_number = part["PartNumber"]
+            part_number = str(part["PartNumber"])
             part_etag = part["ETag"].strip('"')
 
             s3_part = self.parts.get(part_number)
@@ -632,6 +631,8 @@ class KeyStore:
     retrieve the object from that key.
     """
 
+    _store: dict[ObjectKey, S3Object | S3DeleteMarker]
+
     def __init__(self):
         self._store = {}
 
@@ -664,6 +665,8 @@ class VersionedKeyStore:
     See: https://docs.aws.amazon.com/AmazonS3/latest/userguide/versioning-workflows.html
     """
 
+    _store: dict[ObjectKey, dict[ObjectVersionId, S3Object | S3DeleteMarker]]
+
     def __init__(self):
         self._store = defaultdict(dict)
 
diff --git a/localstack-core/localstack/services/s3/provider.py b/localstack-core/localstack/services/s3/provider.py
index 5b6e85ec85bbd..fa37715ccb8b7 100644
--- a/localstack-core/localstack/services/s3/provider.py
+++ b/localstack-core/localstack/services/s3/provider.py
@@ -722,17 +722,8 @@ def get_bucket_location(
         """
         store, s3_bucket = self._get_cross_account_bucket(context, bucket)
 
-        # TODO: Remove usage of getattr once persistence mechanism is updated.
-        # If the stored constraint is None the bucket was made before the storage of location_constraint.
-        # The EU location constraint wasn't supported before this point so we can safely default to the region.
-        location_constraint = getattr(s3_bucket, "location_constraint", None)
-        if location_constraint is None:
-            location_constraint = (
-                s3_bucket.bucket_region if s3_bucket.bucket_region != "us-east-1" else ""
-            )
-
         return GetBucketLocationOutput(
-            LocationConstraint=get_bucket_location_xml(location_constraint)
+            LocationConstraint=get_bucket_location_xml(s3_bucket.location_constraint)
         )
 
     @handler("PutObject", expand=False)
@@ -932,7 +923,7 @@ def put_object(
 
         if s3_object.checksum_algorithm:
             response[f"Checksum{s3_object.checksum_algorithm}"] = s3_object.checksum_value
-            response["ChecksumType"] = getattr(s3_object, "checksum_type", ChecksumType.FULL_OBJECT)
+            response["ChecksumType"] = s3_object.checksum_type
 
         if s3_bucket.lifecycle_rules:
             if expiration_header := self._get_expiration_header(
@@ -985,15 +976,13 @@ def get_object(
             validate_kms_key_id(kms_key=s3_object.kms_key_id, bucket=s3_bucket)
 
         sse_c_key_md5 = request.get("SSECustomerKeyMD5")
-        # we're using getattr access because when restoring, the field might not exist
-        # TODO: cleanup at next major release
-        if sse_key_hash := getattr(s3_object, "sse_key_hash", None):
-            if sse_key_hash and not sse_c_key_md5:
+        if s3_object.sse_key_hash:
+            if s3_object.sse_key_hash and not sse_c_key_md5:
                 raise InvalidRequest(
                     "The object was stored using a form of Server Side Encryption. "
                     "The correct parameters must be provided to retrieve the object."
                 )
-            elif sse_key_hash != sse_c_key_md5:
+            elif s3_object.sse_key_hash != sse_c_key_md5:
                 raise AccessDenied(
                     "Requests specifying Server Side Encryption with Customer provided keys must provide the correct secret key."
                 )
@@ -1056,7 +1045,7 @@ def get_object(
         if checksum_algorithm := s3_object.checksum_algorithm:
             if (request.get("ChecksumMode") or "").upper() == "ENABLED":
                 checksum_value = s3_object.checksum_value
-                checksum_type = getattr(s3_object, "checksum_type", ChecksumType.FULL_OBJECT)
+                checksum_type = s3_object.checksum_type
 
         if range_data:
             s3_stored_object.seek(range_data.begin)
@@ -1068,7 +1057,7 @@ def get_object(
             response["StatusCode"] = 206
             if checksum_value:
                 if s3_object.parts and part_number and checksum_type == ChecksumType.COMPOSITE:
-                    part_data = s3_object.parts[part_number]
+                    part_data = s3_object.parts[str(part_number)]
                     checksum_key = f"Checksum{checksum_algorithm.upper()}"
                     response[checksum_key] = part_data.get(checksum_key)
                     response["ChecksumType"] = ChecksumType.COMPOSITE
@@ -1183,7 +1172,7 @@ def head_object(
         if checksum_algorithm := s3_object.checksum_algorithm:
             if (request.get("ChecksumMode") or "").upper() == "ENABLED":
                 checksum_value = s3_object.checksum_value
-                checksum_type = getattr(s3_object, "checksum_type", ChecksumType.FULL_OBJECT)
+                checksum_type = s3_object.checksum_type
 
         if s3_object.parts and request.get("PartNumber"):
             response["PartsCount"] = len(s3_object.parts)
@@ -1213,7 +1202,7 @@ def head_object(
             response["StatusCode"] = 206
             if checksum_value:
                 if s3_object.parts and part_number and checksum_type == ChecksumType.COMPOSITE:
-                    part_data = s3_object.parts[part_number]
+                    part_data = s3_object.parts[str(part_number)]
                     checksum_key = f"Checksum{checksum_algorithm.upper()}"
                     response[checksum_key] = part_data.get(checksum_key)
                     response["ChecksumType"] = ChecksumType.COMPOSITE
@@ -1788,9 +1777,7 @@ def list_objects(
 
                 if s3_object.checksum_algorithm:
                     object_data["ChecksumAlgorithm"] = [s3_object.checksum_algorithm]
-                    object_data["ChecksumType"] = getattr(
-                        s3_object, "checksum_type", ChecksumType.FULL_OBJECT
-                    )
+                    object_data["ChecksumType"] = s3_object.checksum_type
 
                 s3_objects.append(object_data)
 
@@ -1925,9 +1912,7 @@ def list_objects_v2(
 
                 if s3_object.checksum_algorithm:
                     object_data["ChecksumAlgorithm"] = [s3_object.checksum_algorithm]
-                    object_data["ChecksumType"] = getattr(
-                        s3_object, "checksum_type", ChecksumType.FULL_OBJECT
-                    )
+                    object_data["ChecksumType"] = s3_object.checksum_type
 
                 s3_objects.append(object_data)
 
@@ -2077,9 +2062,7 @@ def list_object_versions(
 
                 if version.checksum_algorithm:
                     object_version["ChecksumAlgorithm"] = [version.checksum_algorithm]
-                    object_version["ChecksumType"] = getattr(
-                        version, "checksum_type", ChecksumType.FULL_OBJECT
-                    )
+                    object_version["ChecksumType"] = version.checksum_type
 
                 object_versions.append(object_version)
 
@@ -2156,7 +2139,7 @@ def get_object_attributes(
 
         object_attrs = request.get("ObjectAttributes", [])
         response = GetObjectAttributesOutput()
-        object_checksum_type = getattr(s3_object, "checksum_type", ChecksumType.FULL_OBJECT)
+        object_checksum_type = s3_object.checksum_type
         if "ETag" in object_attrs:
             response["ETag"] = s3_object.etag
         if "StorageClass" in object_attrs:
@@ -2192,18 +2175,11 @@ def get_object_attributes(
                 max_parts = request.get("MaxParts") or 1000
 
                 parts = []
-                all_parts = sorted(s3_object.parts.items())
+                all_parts = sorted(
+                    (int(part_number), part) for part_number, part in s3_object.parts.items()
+                )
                 last_part_number, last_part = all_parts[-1]
 
-                # TODO: remove this backward compatibility hack needed for state created with <= 4.5
-                #  the parts would only be a tuple and would not store the proper state for 4.5 and earlier, so we need
-                #  to return early
-                if isinstance(last_part, tuple):
-                    response["ObjectParts"] = GetObjectAttributesParts(
-                        TotalPartsCount=len(s3_object.parts)
-                    )
-                    return response
-
                 for part_number, part in all_parts:
                     if part_number <= part_number_marker:
                         continue
@@ -2551,7 +2527,7 @@ def upload_part(
                         CalculatedDigest=calculated_md5,
                     )
 
-            s3_multipart.parts[part_number] = s3_part
+            s3_multipart.parts[str(part_number)] = s3_part
 
         response = UploadPartOutput(
             ETag=s3_part.quoted_etag,
@@ -2652,7 +2628,7 @@ def upload_part_copy(
         stored_multipart = self._storage_backend.get_multipart(dest_bucket, s3_multipart)
         stored_multipart.copy_from_object(s3_part, src_bucket, src_s3_object, range_data)
 
-        s3_multipart.parts[part_number] = s3_part
+        s3_multipart.parts[str(part_number)] = s3_part
 
         # TODO: return those fields
         #     RequestCharged: Optional[RequestCharged]
@@ -2763,7 +2739,7 @@ def complete_multipart_upload(
             )
 
         mpu_checksum_algorithm = s3_multipart.checksum_algorithm
-        mpu_checksum_type = getattr(s3_multipart, "checksum_type", None)
+        mpu_checksum_type = s3_multipart.checksum_type
 
         if checksum_type and checksum_type != mpu_checksum_type:
             raise InvalidRequest(
@@ -2814,7 +2790,7 @@ def complete_multipart_upload(
 
         stored_multipart = self._storage_backend.get_multipart(bucket, s3_multipart)
         stored_multipart.complete_multipart(
-            [s3_multipart.parts.get(part_number) for part_number in parts_numbers]
+            [s3_multipart.parts.get(str(part_number)) for part_number in parts_numbers]
         )
         if not s3_multipart.checksum_algorithm and s3_multipart.object.checksum_algorithm:
             with self._storage_backend.open(
@@ -2925,7 +2901,9 @@ def list_parts(
         max_parts = max_parts or 1000
 
         parts = []
-        all_parts = sorted(s3_multipart.parts.items())
+        all_parts = sorted(
+            (int(part_number), part) for part_number, part in s3_multipart.parts.items()
+        )
         last_part_number = all_parts[-1][0] if all_parts else None
         for part_number, part in all_parts:
             if part_number <= part_number_marker:
@@ -2967,7 +2945,7 @@ def list_parts(
             response["PartNumberMarker"] = part_number_marker
         if s3_multipart.checksum_algorithm:
             response["ChecksumAlgorithm"] = s3_multipart.object.checksum_algorithm
-            response["ChecksumType"] = getattr(s3_multipart, "checksum_type", None)
+            response["ChecksumType"] = s3_multipart.checksum_type
 
         #     AbortDate: Optional[AbortDate] TODO: lifecycle
         #     AbortRuleId: Optional[AbortRuleId] TODO: lifecycle
@@ -3071,7 +3049,7 @@ def list_multipart_uploads(
                 )
                 if multipart.checksum_algorithm:
                     multipart_upload["ChecksumAlgorithm"] = multipart.checksum_algorithm
-                    multipart_upload["ChecksumType"] = getattr(multipart, "checksum_type", None)
+                    multipart_upload["ChecksumType"] = multipart.checksum_type
 
                 uploads.append(multipart_upload)
 
@@ -3472,12 +3450,7 @@ def get_bucket_lifecycle_configuration(
 
         return GetBucketLifecycleConfigurationOutput(
             Rules=s3_bucket.lifecycle_rules,
-            # TODO: remove for next major version, safe access to new attribute
-            TransitionDefaultMinimumObjectSize=getattr(
-                s3_bucket,
-                "transition_default_minimum_object_size",
-                TransitionDefaultMinimumObjectSize.all_storage_classes_128K,
-            ),
+            TransitionDefaultMinimumObjectSize=s3_bucket.transition_default_minimum_object_size,
         )
 
     def put_bucket_lifecycle_configuration(
@@ -4911,7 +4884,7 @@ def get_part_range(s3_object: S3Object, part_number: PartNumber) -> ObjectRange:
             content_length=s3_object.size,
             content_range=f"bytes 0-{s3_object.size - 1}/{s3_object.size}",
         )
-    elif not (part_data := s3_object.parts.get(part_number)):
+    elif not (part_data := s3_object.parts.get(str(part_number))):
         raise InvalidPartNumber(
             "The requested partnumber is not satisfiable",
             PartNumberRequested=part_number,
diff --git a/localstack-core/localstack/services/s3/storage/core.py b/localstack-core/localstack/services/s3/storage/core.py
index b6962275c3e33..7559c0090543c 100644
--- a/localstack-core/localstack/services/s3/storage/core.py
+++ b/localstack-core/localstack/services/s3/storage/core.py
@@ -3,7 +3,7 @@
 from io import RawIOBase
 from typing import IO, Literal
 
-from localstack.aws.api.s3 import BucketName, PartNumber
+from localstack.aws.api.s3 import BucketName, PartNumber, Parts
 from localstack.services.s3.models import S3Multipart, S3Object, S3Part
 from localstack.services.s3.utils import ObjectRange
 
@@ -158,7 +158,7 @@ def remove_part(self, s3_part: S3Part):
         pass
 
     @abc.abstractmethod
-    def complete_multipart(self, parts: list[PartNumber]) -> None:
+    def complete_multipart(self, parts: list[Parts]) -> None:
         pass
 
     @abc.abstractmethod

From d1407d630e6221b79c07f9c8538686b9c5541a94 Mon Sep 17 00:00:00 2001
From: Thomas Rausch <thomas@thrau.at>
Date: Wed, 4 Feb 2026 22:56:20 +0100
Subject: [PATCH 576/697] improve system information sent in session and
 container_info (#13680)

---
 .../localstack/runtime/analytics.py           | 12 ++++
 .../localstack/utils/analytics/metadata.py    | 66 ++++++++++++++++++-
 2 files changed, 77 insertions(+), 1 deletion(-)

diff --git a/localstack-core/localstack/runtime/analytics.py b/localstack-core/localstack/runtime/analytics.py
index 4e0a876ac4379..f769e13b06de5 100644
--- a/localstack-core/localstack/runtime/analytics.py
+++ b/localstack-core/localstack/runtime/analytics.py
@@ -1,5 +1,6 @@
 import logging
 import os
+import platform
 
 from localstack import config
 from localstack.runtime import hooks
@@ -132,10 +133,21 @@ def get_image_variant(self) -> str:
     def has_docker_socket(self) -> bool:
         return os.path.exists("/run/docker.sock")
 
+    def uname(self) -> dict:
+        result = platform.uname()
+        return {
+            "uname_system": result.system,
+            "uname_release": result.release,
+            "uname_version": result.version,
+            "uname_machine": result.machine,
+        }
+
     def to_dict(self):
         return {
             "variant": self.get_image_variant(),
             "has_docker_socket": self.has_docker_socket(),
+            "container_runtime": config.CONTAINER_RUNTIME,
+            **self.uname(),
         }
 
 
diff --git a/localstack-core/localstack/utils/analytics/metadata.py b/localstack-core/localstack/utils/analytics/metadata.py
index 2b1d16dcd2348..32ef9b81145de 100644
--- a/localstack-core/localstack/utils/analytics/metadata.py
+++ b/localstack-core/localstack/utils/analytics/metadata.py
@@ -56,7 +56,7 @@ def read_client_metadata() -> ClientMetadata:
         session_id=get_session_id(),
         machine_id=get_machine_id(),
         api_key=get_api_key_or_auth_token() or "",  # api key should not be None
-        system=get_system(),
+        system=get_system_information_summary(),
         version=get_version_string(),
         is_ci=os.getenv("CI") is not None,
         is_docker=config.is_in_docker,
@@ -215,6 +215,7 @@ def get_api_key_or_auth_token() -> str | None:
 
 @singleton_factory
 def get_system() -> str:
+    # TODO: candidate for removal
     try:
         # try to get the system from the docker socket
         from localstack.utils.docker_utils import DOCKER_CLIENT
@@ -231,6 +232,69 @@ def get_system() -> str:
     return platform.system().lower()
 
 
+@singleton_factory
+def get_system_information_summary() -> str:
+    """
+    Returns a string that contains three comma-separated values: The operating system, kernel version,
+    and architecture. We either use the docker socket to resolve the information, if that is not available
+    we fall back ``platform.uname()``. If we're in docker and we don't have the docker socket available,
+    we add ``(Container)`` to the operating system type to indicate that we don't have any additional
+    information.
+
+    Some examples:
+
+    If the Docker socket is available:
+     - Docker Desktop,5.15.90.1-microsoft-standard-WSL2,x86_64
+     - Linux Mint 21.1,5.19.0-32-generic,x86_64
+
+    If the Docker socket is not available, and we're on the host:
+     - Windows,10,AMD64
+     - Linux,5.19.0-32-generic,x86_64
+
+    If the Docker socket is not available, and we're in the container:
+     - Linux(Container),5.19.0-32-generic,x86_64
+
+    :return: A string representing the system's information
+    """
+    try:
+        # try to get the system from the docker socket
+        from localstack.utils.docker_utils import DOCKER_CLIENT
+
+        system = DOCKER_CLIENT.get_system_info()
+
+        return ",".join(
+            [
+                system["OperatingSystem"],
+                system["KernelVersion"],
+                system["Architecture"],
+            ]
+        )
+    except Exception:
+        if config.DEBUG_ANALYTICS:
+            LOG.exception(
+                "Unable to get system information from docker socket, falling back to platform.uname()"
+            )
+
+    uname = platform.uname()
+
+    if config.is_in_docker:
+        return ",".join(
+            [
+                f"{uname.system}(Container)",
+                uname.release,
+                uname.machine,
+            ]
+        )
+
+    return ",".join(
+        [
+            uname.system,
+            uname.release,
+            uname.machine,
+        ]
+    )
+
+
 @hooks.prepare_host()
 def prepare_host_machine_id():
     # lazy-init machine ID into cache on the host, which can then be used in the container

From 0eded68ce31df8c6880cfb8e03ee4ed10838bca8 Mon Sep 17 00:00:00 2001
From: Aiden Huynh <115724666+aidehn@users.noreply.github.com>
Date: Thu, 5 Feb 2026 11:45:46 +0800
Subject: [PATCH 577/697] KMS: Move Tagging Functionality into methods on the
 Provider (#13595)

---
 .../localstack/services/kms/models.py         | 11 ++----
 .../localstack/services/kms/provider.py       | 39 ++++++++++++++-----
 .../localstack/services/kms/utils.py          | 10 ++++-
 3 files changed, 41 insertions(+), 19 deletions(-)

diff --git a/localstack-core/localstack/services/kms/models.py b/localstack-core/localstack/services/kms/models.py
index 55bffccff7d92..af61ccd58c236 100644
--- a/localstack-core/localstack/services/kms/models.py
+++ b/localstack-core/localstack/services/kms/models.py
@@ -49,8 +49,8 @@
     UnsupportedOperationException,
 )
 from localstack.constants import TAG_KEY_CUSTOM_ID
-from localstack.services.kms.exceptions import TagException, ValidationException
-from localstack.services.kms.utils import is_valid_key_arn, validate_tag
+from localstack.services.kms.exceptions import ValidationException
+from localstack.services.kms.utils import is_valid_key_arn, validate_tag, validate_tag_list
 from localstack.services.stores import AccountRegionBundle, BaseStore, LocalAttribute
 from localstack.utils.aws.arns import get_partition, kms_alias_arn, kms_key_arn
 from localstack.utils.crypto import decrypt, encrypt
@@ -630,12 +630,7 @@ def add_tags(self, tags: TagList) -> None:
         if not tags:
             return
 
-        unique_tag_keys = {tag["TagKey"] for tag in tags}
-        if len(unique_tag_keys) < len(tags):
-            raise TagException("Duplicate tag keys")
-
-        if len(tags) > 50:
-            raise TagException("Too many tags")
+        validate_tag_list(tags)
 
         # Do not care if we overwrite an existing tag:
         # https://docs.aws.amazon.com/kms/latest/APIReference/API_TagResource.html
diff --git a/localstack-core/localstack/services/kms/provider.py b/localstack-core/localstack/services/kms/provider.py
index a17cb9642f4a0..129a918a7abeb 100644
--- a/localstack-core/localstack/services/kms/provider.py
+++ b/localstack-core/localstack/services/kms/provider.py
@@ -106,6 +106,9 @@
     ScheduleKeyDeletionResponse,
     SignRequest,
     SignResponse,
+    Tag,
+    TagKeyList,
+    TagList,
     TagResourceRequest,
     UnsupportedOperationException,
     UntagResourceRequest,
@@ -389,6 +392,20 @@ def _parse_key_id(key_id_or_arn: str, context: RequestContext) -> tuple[str, str
     def _is_rsa_spec(key_spec: str) -> bool:
         return key_spec in [KeySpec.RSA_2048, KeySpec.RSA_3072, KeySpec.RSA_4096]
 
+    # These tagging methods are overwritten in the Pro implementation.
+    def _get_key_tags(self, key: KmsKey, account_id: str, region: str) -> TagList:
+        return [Tag(TagKey=key, TagValue=value) for key, value in key.tags.items()]
+
+    def _set_key_tags(self, key: KmsKey, account_id: str, region: str, tags: TagList) -> None:
+        return
+
+    def _remove_key_tags(
+        self, key: KmsKey, account_id: str, region: str, tag_keys: TagKeyList
+    ) -> None:
+        # AWS doesn't seem to mind removal of a non-existent tag, so we do not raise any exception.
+        for tag_key in tag_keys:
+            key.tags.pop(tag_key, None)
+
     #
     # Operation Handlers
     #
@@ -400,6 +417,7 @@ def create_key(
         request: CreateKeyRequest = None,
     ) -> CreateKeyResponse:
         key = self._create_kms_key(context.account_id, context.region, request)
+        self._set_key_tags(key, context.account_id, context.region, request.get("Tags", []))
         return CreateKeyResponse(KeyMetadata=key.metadata)
 
     @handler("ScheduleKeyDeletion", expand=False)
@@ -1466,15 +1484,15 @@ def list_resource_tags(
         key = self._get_kms_key(
             context.account_id, context.region, request.get("KeyId"), any_key_state_allowed=True
         )
-        keys_list = PaginatedList(
-            [{"TagKey": tag_key, "TagValue": tag_value} for tag_key, tag_value in key.tags.items()]
-        )
+        keys_list = PaginatedList(self._get_key_tags(key, context.account_id, context.region))
         page, next_token = keys_list.get_page(
             lambda tag: tag.get("TagKey"),
             next_token=request.get("Marker"),
             page_size=request.get("Limit", 50),
         )
-        kwargs = {"NextMarker": next_token, "Truncated": True} if next_token else {}
+        kwargs = (
+            {"NextMarker": next_token, "Truncated": True} if next_token else {"Truncated": False}
+        )
         return ListResourceTagsResponse(Tags=page, **kwargs)
 
     @handler("RotateKeyOnDemand", expand=False)
@@ -1498,6 +1516,7 @@ def rotate_key_on_demand(
 
     @handler("TagResource", expand=False)
     def tag_resource(self, context: RequestContext, request: TagResourceRequest) -> None:
+        tags = request["Tags"]
         key = self._get_kms_key(
             context.account_id,
             context.region,
@@ -1505,10 +1524,14 @@ def tag_resource(self, context: RequestContext, request: TagResourceRequest) ->
             enabled_key_allowed=True,
             disabled_key_allowed=True,
         )
-        key.add_tags(request.get("Tags"))
+        key.add_tags(tags)
+        self._set_key_tags(key, context.account_id, context.region, tags)
 
     @handler("UntagResource", expand=False)
     def untag_resource(self, context: RequestContext, request: UntagResourceRequest) -> None:
+        if not (tag_keys := request.get("TagKeys", [])):
+            return
+
         key = self._get_kms_key(
             context.account_id,
             context.region,
@@ -1516,11 +1539,7 @@ def untag_resource(self, context: RequestContext, request: UntagResourceRequest)
             enabled_key_allowed=True,
             disabled_key_allowed=True,
         )
-        if not request.get("TagKeys"):
-            return
-        for tag_key in request.get("TagKeys"):
-            # AWS doesn't seem to mind removal of a non-existent tag, so we do not raise any exception.
-            key.tags.pop(tag_key, None)
+        self._remove_key_tags(key, context.account_id, context.region, tag_keys)
 
     def derive_shared_secret(
         self,
diff --git a/localstack-core/localstack/services/kms/utils.py b/localstack-core/localstack/services/kms/utils.py
index 9b4d0fb402e22..41ad57d1dfa69 100644
--- a/localstack-core/localstack/services/kms/utils.py
+++ b/localstack-core/localstack/services/kms/utils.py
@@ -1,7 +1,7 @@
 import re
 from collections.abc import Callable
 
-from localstack.aws.api.kms import DryRunOperationException, Tag, TagException
+from localstack.aws.api.kms import DryRunOperationException, Tag, TagException, TagList
 from localstack.services.kms.exceptions import ValidationException
 from localstack.utils.aws.arns import ARN_PARTITION_REGEX
 
@@ -60,6 +60,14 @@ def validate_tag(tag_position: int, tag: Tag) -> None:
         raise TagException("Tags beginning with aws: are reserved")
 
 
+def validate_tag_list(tag_list: TagList) -> None:
+    unique_tag_keys = {tag["TagKey"] for tag in tag_list}
+    if len(unique_tag_keys) < len(tag_list):
+        raise TagException("Duplicate tag keys")
+    if len(tag_list) > 50:
+        raise TagException("Too many tags")
+
+
 def execute_dry_run_capable[T](func: Callable[..., T], dry_run: bool, *args, **kwargs) -> T:
     """
     Executes a function unless dry run mode is enabled.

From b9b3ca60a02eac8a1460267ca9d424676482a78a Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Thu, 5 Feb 2026 06:50:51 +0100
Subject: [PATCH 578/697] Bump moto-ext to 5.1.20.post44 (#13698)

Co-authored-by: Viren Nadkarni <viren.nadkarni@gmail.com>
---
 pyproject.toml            | 2 +-
 requirements-dev.txt      | 2 +-
 requirements-runtime.txt  | 2 +-
 requirements-test.txt     | 2 +-
 requirements-typehint.txt | 2 +-
 5 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index e7d3f70543a39..367db2d085d0d 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -100,7 +100,7 @@ runtime = [
     "jsonpath-rw>=1.4.0",
     # version that has a built wheel
     "kclpy-ext>=3.0.0",
-    "moto-ext[all]>=5.1.12.post22,!=5.1.19.post44,!=5.1.19.post57,!=5.1.19.post61",
+    "moto-ext[all]>=5.1.20.post44",
     "opensearch-py>=2.4.1",
     "pymongo>=4.2.0",
     "pyopenssl>=23.0.0",
diff --git a/requirements-dev.txt b/requirements-dev.txt
index 2d69955f3006f..7b537ef63eb75 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -258,7 +258,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.18.post6
+moto-ext==5.1.20.post44
     # via localstack-core
 mpmath==1.3.0
     # via sympy
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index 4b7266184bdd0..646c0db1f5d38 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -191,7 +191,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.18.post6
+moto-ext==5.1.20.post44
     # via localstack-core (pyproject.toml)
 mpmath==1.3.0
     # via sympy
diff --git a/requirements-test.txt b/requirements-test.txt
index 0b39095ffb312..644846a885e6c 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -237,7 +237,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.18.post6
+moto-ext==5.1.20.post44
     # via localstack-core
 mpmath==1.3.0
     # via sympy
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index 5c520199369ee..843831a881c51 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -262,7 +262,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.18.post6
+moto-ext==5.1.20.post44
     # via localstack-core
 mpmath==1.3.0
     # via sympy

From 13ed4877f769d4f9871c837fa7f3e78f917b0261 Mon Sep 17 00:00:00 2001
From: Shubh Kesharwani <95687419+shubhiscoding@users.noreply.github.com>
Date: Thu, 5 Feb 2026 13:32:09 +0530
Subject: [PATCH 579/697] secretsmanager: add tag/untag resource handling for
 deleted secrets (#13662)

---
 .../services/secretsmanager/provider.py       | 26 +++++++++++
 .../secretsmanager/test_secretsmanager.py     | 33 ++++++++++++++
 .../test_secretsmanager.snapshot.json         | 45 +++++++++++++++++++
 .../test_secretsmanager.validation.json       |  9 ++++
 4 files changed, 113 insertions(+)

diff --git a/localstack-core/localstack/services/secretsmanager/provider.py b/localstack-core/localstack/services/secretsmanager/provider.py
index 20a8f464189fb..c9773e1863577 100644
--- a/localstack-core/localstack/services/secretsmanager/provider.py
+++ b/localstack-core/localstack/services/secretsmanager/provider.py
@@ -614,6 +614,32 @@ def backend_update_secret(
     return json.dumps(resp)
 
 
+@patch(SecretsManagerBackend.tag_resource)
+def backend_tag_resource(fn, self, secret_id, tags):
+    if secret_id not in self.secrets:
+        raise SecretNotFoundException()
+
+    if self.secrets[secret_id].is_deleted():
+        raise InvalidRequestException(
+            "You can't perform this operation on the secret because it was marked for deletion."
+        )
+
+    return fn(self, secret_id, tags)
+
+
+@patch(SecretsManagerBackend.untag_resource)
+def backend_untag_resource(fn, self, secret_id, tag_keys):
+    if secret_id not in self.secrets:
+        raise SecretNotFoundException()
+
+    if self.secrets[secret_id].is_deleted():
+        raise InvalidRequestException(
+            "You can't perform this operation on the secret because it was marked for deletion."
+        )
+
+    return fn(self, secret_id, tag_keys)
+
+
 @patch(SecretsManagerResponse.update_secret, pass_target=False)
 def response_update_secret(self):
     secret_id = self._get_param("SecretId")
diff --git a/tests/aws/services/secretsmanager/test_secretsmanager.py b/tests/aws/services/secretsmanager/test_secretsmanager.py
index ef1003a039aae..6a3fed1426b82 100644
--- a/tests/aws/services/secretsmanager/test_secretsmanager.py
+++ b/tests/aws/services/secretsmanager/test_secretsmanager.py
@@ -2458,6 +2458,39 @@ def test_secret_tags(self, aws_client, create_secret, sm_snapshot, cleanups):
         describe_secret_6 = aws_client.secretsmanager.describe_secret(SecretId=secret_arn)
         sm_snapshot.match("describe_secret_6", describe_secret_6)
 
+    @markers.aws.validated
+    def test_tag_untag_resource_on_deleted_secret(self, aws_client, create_secret, sm_snapshot):
+        """Test that tagging/untagging a secret marked for deletion raises InvalidRequestException."""
+        secret_name = short_uid()
+        response = create_secret(
+            Name=secret_name,
+            SecretString="test-secret-value",
+            Tags=[{"Key": "initial-tag", "Value": "initial-value"}],
+        )
+
+        sm_snapshot.add_transformers_list(
+            sm_snapshot.transform.secretsmanager_secret_id_arn(response, 0)
+        )
+        sm_snapshot.match("create_secret", response)
+
+        secret_arn = response["ARN"]
+
+        # Delete the secret (marks for deletion with recovery window)
+        delete_response = aws_client.secretsmanager.delete_secret(SecretId=secret_arn)
+        sm_snapshot.match("delete_secret", delete_response)
+
+        # Attempting to tag a deleted secret should raise InvalidRequestException
+        with pytest.raises(ClientError) as exc_tag:
+            aws_client.secretsmanager.tag_resource(
+                SecretId=secret_arn, Tags=[{"Key": "new-tag", "Value": "new-value"}]
+            )
+        sm_snapshot.match("tag_deleted_secret_error", exc_tag.value.response)
+
+        # Attempting to untag a deleted secret should raise InvalidRequestException
+        with pytest.raises(ClientError) as exc_untag:
+            aws_client.secretsmanager.untag_resource(SecretId=secret_arn, TagKeys=["initial-tag"])
+        sm_snapshot.match("untag_deleted_secret_error", exc_untag.value.response)
+
     @markers.aws.validated
     def test_get_secret_value_errors(self, aws_client, create_secret, sm_snapshot):
         secret_name = short_uid()
diff --git a/tests/aws/services/secretsmanager/test_secretsmanager.snapshot.json b/tests/aws/services/secretsmanager/test_secretsmanager.snapshot.json
index 8e52ed68a419c..6c44ec6bf7694 100644
--- a/tests/aws/services/secretsmanager/test_secretsmanager.snapshot.json
+++ b/tests/aws/services/secretsmanager/test_secretsmanager.snapshot.json
@@ -4761,5 +4761,50 @@
         }
       }
     }
+  },
+  "tests/aws/services/secretsmanager/test_secretsmanager.py::TestSecretsManager::test_tag_untag_resource_on_deleted_secret": {
+    "recorded-date": "29-01-2026, 22:02:37",
+    "recorded-content": {
+      "create_secret": {
+        "ARN": "arn:<partition>:secretsmanager:<region>:111111111111:secret:<SecretId-0idx><ArnPart-0idx>",
+        "Name": "<SecretId-0idx>",
+        "VersionId": "<version_uuid:1>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "delete_secret": {
+        "ARN": "arn:<partition>:secretsmanager:<region>:111111111111:secret:<SecretId-0idx><ArnPart-0idx>",
+        "DeletionDate": "datetime",
+        "Name": "<SecretId-0idx>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "tag_deleted_secret_error": {
+        "Error": {
+          "Code": "InvalidRequestException",
+          "Message": "You can't perform this operation on the secret because it was marked for deletion."
+        },
+        "Message": "You can't perform this operation on the secret because it was marked for deletion.",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "untag_deleted_secret_error": {
+        "Error": {
+          "Code": "InvalidRequestException",
+          "Message": "You can't perform this operation on the secret because it was marked for deletion."
+        },
+        "Message": "You can't perform this operation on the secret because it was marked for deletion.",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/secretsmanager/test_secretsmanager.validation.json b/tests/aws/services/secretsmanager/test_secretsmanager.validation.json
index d44fb5cb56bc5..7b193475585ab 100644
--- a/tests/aws/services/secretsmanager/test_secretsmanager.validation.json
+++ b/tests/aws/services/secretsmanager/test_secretsmanager.validation.json
@@ -134,6 +134,15 @@
   "tests/aws/services/secretsmanager/test_secretsmanager.py::TestSecretsManager::test_secret_version_not_found": {
     "last_validated_date": "2024-06-13T08:04:35+00:00"
   },
+  "tests/aws/services/secretsmanager/test_secretsmanager.py::TestSecretsManager::test_tag_untag_resource_on_deleted_secret": {
+    "last_validated_date": "2026-01-29T22:02:38+00:00",
+    "durations_in_seconds": {
+      "setup": 0.79,
+      "call": 1.51,
+      "teardown": 0.23,
+      "total": 2.53
+    }
+  },
   "tests/aws/services/secretsmanager/test_secretsmanager.py::TestSecretsManager::test_update_secret_description": {
     "last_validated_date": "2024-03-15T08:12:49+00:00"
   },

From 9f9e8ea6b3bad3972ba63d59094117d4f7f80d18 Mon Sep 17 00:00:00 2001
From: Bernhard Matyas <90144234+baermat@users.noreply.github.com>
Date: Thu, 5 Feb 2026 11:05:58 +0100
Subject: [PATCH 580/697] Sns/switch v2 to default provider (#13699)

---
 .github/workflows/aws-tests.yml               |   62 -
 .../localstack/services/providers.py          |    9 -
 .../localstack/services/sns/constants.py      |    2 +-
 .../localstack/services/sns/models.py         |  146 +-
 .../localstack/services/sns/provider.py       | 1779 ++++++++++------
 .../localstack/services/sns/publisher.py      |    2 +-
 .../resource_providers/aws_sns_topicpolicy.py |    4 +-
 .../localstack/services/sns/{v2 => }/utils.py |   32 +-
 .../localstack/services/sns/v2/models.py      |  201 --
 .../localstack/services/sns/v2/provider.py    | 1832 -----------------
 plux.ini                                      |    1 -
 .../resources/test_sns.validation.json        |   10 +-
 tests/aws/services/sns/conftest.py            |   17 -
 tests/aws/services/sns/test_sns.py            |  138 +-
 .../services/sns/test_sns_filter_policy.py    |   23 -
 tests/unit/services/sns/test_sns.py           |    2 +-
 16 files changed, 1229 insertions(+), 3031 deletions(-)
 rename localstack-core/localstack/services/sns/{v2 => }/utils.py (84%)
 delete mode 100644 localstack-core/localstack/services/sns/v2/models.py
 delete mode 100644 localstack-core/localstack/services/sns/v2/provider.py

diff --git a/.github/workflows/aws-tests.yml b/.github/workflows/aws-tests.yml
index 57bfc2d8fec92..4c2084d4fd8e6 100644
--- a/.github/workflows/aws-tests.yml
+++ b/.github/workflows/aws-tests.yml
@@ -211,7 +211,6 @@ jobs:
       dynamodb-v2: ${{ steps.changes.outputs.dynamodb-v2 }}
       events-v1: ${{ steps.changes.outputs.events-v1 }}
       cloudformation-legacy: ${{ steps.changes.outputs.cloudformation-legacy }}
-      sns-v2: ${{ steps.changes.outputs.sns-v2 }}
     steps:
       - name: Checkout
         uses: actions/checkout@v6
@@ -280,8 +279,6 @@ jobs:
             cloudformation-legacy:
                - 'localstack-core/localstack/services/cloudformation/**'
                - 'tests/aws/services/cloudformation/**'
-            sns-v2:
-               - 'tests/aws/services/sns/**' # todo: potentially add more locations (lambda/sqs tests?)
 
       - name: Run Unit Tests
         timeout-minutes: 20
@@ -868,59 +865,6 @@ jobs:
             ${{ env.JUNIT_REPORTS_FILE }}
           retention-days: 30
 
-  test-sns-v2:
-    name: Test SNS V2
-    if: ${{ !inputs.onlyAcceptanceTests && (github.ref == 'refs/heads/main' || startsWith(github.ref, 'refs/tags/v') || needs.test-preflight.outputs.sns-v2 == 'true') }}
-    runs-on: ubuntu-latest
-    needs:
-      - test-preflight
-      - build
-    timeout-minutes: 60
-    env:
-      # Set job-specific environment variables for pytest-tinybird
-      CI_JOB_NAME: ${{ github.job }}
-      CI_JOB_ID: ${{ github.job }}
-    outputs:
-      # we need this output to conditionally execute the Publishing step
-      job_status: "executed"
-    steps:
-      - name: Checkout
-        uses: actions/checkout@v6
-
-      - name: Prepare Local Test Environment
-        uses: ./.github/actions/setup-tests-env
-
-      - name: Download Test Selection
-        if: ${{ env.TESTSELECTION_PYTEST_ARGS }}
-        uses: actions/download-artifact@v7
-        with:
-          name: test-selection
-          path: dist/testselection/
-
-      - name: Run SNS v2 Provider Tests
-        timeout-minutes: 30
-        env:
-          # add the GitHub API token to avoid rate limit issues
-          GITHUB_API_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-          DEBUG: 1
-          COVERAGE_FILE: ".coverage.sns_v2"
-          TEST_PATH: "tests/aws/services/sns/"
-          JUNIT_REPORTS_FILE: "pytest-junit-sns-v2.xml"
-          PYTEST_ARGS: "${{ env.TINYBIRD_PYTEST_ARGS }}${{ env.TESTSELECTION_PYTEST_ARGS }} --reruns 3 -o junit_suite_name=sns_v2"
-          PROVIDER_OVERRIDE_SNS: "v2"
-        run: make test-coverage
-
-      - name: Archive Test Results
-        uses: actions/upload-artifact@v6
-        if: success() || failure()
-        with:
-          name: test-results-sns-v2
-          include-hidden-files: true
-          path: |
-            pytest-junit-sns-v2.xml
-            .coverage.sns_v2
-          retention-days: 30
-
   publish-alternative-provider-test-results:
     name: Publish Alternative Provider Test Results
     # execute on success or failure, but not if the workflow is cancelled or all of the dependencies has been skipped
@@ -930,7 +874,6 @@ jobs:
       - test-events-v1
       - test-ddb-v2
       - test-cloudwatch-v1
-      - test-sns-v2
     runs-on: ubuntu-latest
     permissions:
       checks: write
@@ -958,11 +901,6 @@ jobs:
         with:
           pattern: test-results-cloudwatch-v1
 
-      - name: Download SNS v2 Artifacts
-        uses: actions/download-artifact@v7
-        with:
-          pattern: test-results-sns-v2
-
       - name: Publish Bootstrap and Integration Test Results
         uses: EnricoMi/publish-unit-test-result-action@v2
         if: success() || failure()
diff --git a/localstack-core/localstack/services/providers.py b/localstack-core/localstack/services/providers.py
index 0e18b8ddbb281..ef1d9a55c5435 100644
--- a/localstack-core/localstack/services/providers.py
+++ b/localstack-core/localstack/services/providers.py
@@ -311,17 +311,8 @@ def ses():
 
 @aws_provider()
 def sns():
-    from localstack.services.moto import MotoFallbackDispatcher
     from localstack.services.sns.provider import SnsProvider
 
-    provider = SnsProvider()
-    return Service.for_provider(provider, dispatch_table_factory=MotoFallbackDispatcher)
-
-
-@aws_provider(api="sns", name="v2")
-def sns_v2():
-    from localstack.services.sns.v2.provider import SnsProvider
-
     provider = SnsProvider()
     return Service.for_provider(provider)
 
diff --git a/localstack-core/localstack/services/sns/constants.py b/localstack-core/localstack/services/sns/constants.py
index c3b329d33ca7a..2ef391b1ebb0a 100644
--- a/localstack-core/localstack/services/sns/constants.py
+++ b/localstack-core/localstack/services/sns/constants.py
@@ -2,7 +2,7 @@
 from string import ascii_letters, digits
 from typing import get_args
 
-from localstack.services.sns.v2.models import SnsApplicationPlatforms
+from localstack.services.sns.models import SnsApplicationPlatforms
 
 SNS_PROTOCOLS = [
     "http",
diff --git a/localstack-core/localstack/services/sns/models.py b/localstack-core/localstack/services/sns/models.py
index bbbc923e74421..f00618e9b9b16 100644
--- a/localstack-core/localstack/services/sns/models.py
+++ b/localstack-core/localstack/services/sns/models.py
@@ -5,15 +5,33 @@
 from typing import Literal, TypedDict
 
 from localstack.aws.api.sns import (
+    Endpoint,
     MessageAttributeMap,
+    PhoneNumber,
+    PlatformApplication,
     PublishBatchRequestEntry,
+    TopicAttributesMap,
     subscriptionARN,
     topicARN,
 )
-from localstack.services.stores import AccountRegionBundle, BaseStore, LocalAttribute
-from localstack.utils.aws.arns import parse_arn
+from localstack.services.stores import (
+    AccountRegionBundle,
+    BaseStore,
+    CrossRegionAttribute,
+    LocalAttribute,
+)
 from localstack.utils.objects import singleton_factory
 from localstack.utils.strings import long_uid
+from localstack.utils.tagging import TaggingService
+
+
+class Topic(TypedDict, total=True):
+    arn: str
+    name: str
+    attributes: TopicAttributesMap
+    data_protection_policy: str
+    subscriptions: list[str]
+
 
 SnsProtocols = Literal[
     "http", "https", "email", "email-json", "sms", "sqs", "application", "lambda", "firehose"
@@ -23,39 +41,47 @@
     "APNS", "APNS_SANDBOX", "ADM", "FCM", "Baidu", "GCM", "MPNS", "WNS"
 ]
 
+
+class EndpointAttributeNames(StrEnum):
+    CUSTOM_USER_DATA = "CustomUserData"
+    Token = "Token"
+    ENABLED = "Enabled"
+
+
+SMS_ATTRIBUTE_NAMES = [
+    "DeliveryStatusIAMRole",
+    "DeliveryStatusSuccessSamplingRate",
+    "DefaultSenderID",
+    "DefaultSMSType",
+    "UsageReportS3Bucket",
+]
+SMS_TYPES = ["Promotional", "Transactional"]
+SMS_DEFAULT_SENDER_REGEX = r"^(?=[A-Za-z0-9]{1,11}$)(?=.*[A-Za-z])[A-Za-z0-9]+$"
 SnsMessageProtocols = Literal[SnsProtocols, SnsApplicationPlatforms]
 
 
-def create_default_sns_topic_policy(topic_arn: str) -> dict:
+class SnsSubscription(TypedDict, total=False):
     """
-    Creates the default SNS topic policy for the given topic ARN.
-
-    :param topic_arn: The topic arn
-    :return: A policy document
+    In SNS, Subscription can be represented with only TopicArn, Endpoint, Protocol, SubscriptionArn and Owner, for
+    example in ListSubscriptions. However, when getting a subscription with GetSubscriptionAttributes, it will return
+    the Subscription object merged with its own attributes.
+    This represents this merged object, for internal use and in GetSubscriptionAttributes
+    https://docs.aws.amazon.com/cli/latest/reference/sns/get-subscription-attributes.html
     """
-    return {
-        "Version": "2008-10-17",
-        "Id": "__default_policy_ID",
-        "Statement": [
-            {
-                "Sid": "__default_statement_ID",
-                "Effect": "Allow",
-                "Principal": {"AWS": "*"},
-                "Action": [
-                    "SNS:GetTopicAttributes",
-                    "SNS:SetTopicAttributes",
-                    "SNS:AddPermission",
-                    "SNS:RemovePermission",
-                    "SNS:DeleteTopic",
-                    "SNS:Subscribe",
-                    "SNS:ListSubscriptionsByTopic",
-                    "SNS:Publish",
-                ],
-                "Resource": topic_arn,
-                "Condition": {"StringEquals": {"AWS:SourceOwner": parse_arn(topic_arn)["account"]}},
-            }
-        ],
-    }
+
+    TopicArn: topicARN
+    Endpoint: str
+    Protocol: SnsProtocols
+    SubscriptionArn: subscriptionARN
+    PendingConfirmation: Literal["true", "false"]
+    Owner: str | None
+    SubscriptionPrincipal: str | None
+    FilterPolicy: str | None
+    FilterPolicyScope: Literal["MessageAttributes", "MessageBody"]
+    RawMessageDelivery: Literal["true", "false"]
+    ConfirmationWasAuthenticated: Literal["true", "false"]
+    SubscriptionRoleArn: str | None
+    DeliveryPolicy: str | None
 
 
 @singleton_factory
@@ -126,60 +152,50 @@ def from_batch_entry(cls, entry: PublishBatchRequestEntry, is_fifo=False) -> "Sn
         )
 
 
-class SnsSubscription(TypedDict, total=False):
-    """
-    In SNS, Subscription can be represented with only TopicArn, Endpoint, Protocol, SubscriptionArn and Owner, for
-    example in ListSubscriptions. However, when getting a subscription with GetSubscriptionAttributes, it will return
-    the Subscription object merged with its own attributes.
-    This represents this merged object, for internal use and in GetSubscriptionAttributes
-    https://docs.aws.amazon.com/cli/latest/reference/sns/get-subscription-attributes.html
-    """
+@dataclass
+class PlatformEndpoint:
+    platform_application_arn: str
+    platform_endpoint: Endpoint
 
-    TopicArn: topicARN
-    Endpoint: str
-    Protocol: SnsProtocols
-    SubscriptionArn: subscriptionARN
-    PendingConfirmation: Literal["true", "false"]
-    Owner: str | None
-    SubscriptionPrincipal: str | None
-    FilterPolicy: str | None
-    FilterPolicyScope: Literal["MessageAttributes", "MessageBody"]
-    RawMessageDelivery: Literal["true", "false"]
-    ConfirmationWasAuthenticated: Literal["true", "false"]
-    SubscriptionRoleArn: str | None
-    DeliveryPolicy: str | None
+
+@dataclass
+class PlatformApplicationDetails:
+    platform_application: PlatformApplication
+    # maps all Endpoints of the PlatformApplication, from their Token to their ARN
+    platform_endpoints: dict[str, str]
 
 
 class SnsStore(BaseStore):
-    # maps topic ARN to subscriptions ARN
-    topic_subscriptions: dict[str, list[str]] = LocalAttribute(default=dict)
+    # maps topic ARN to Topic
+    topics: dict[str, Topic] = LocalAttribute(default=dict)
 
     # maps subscription ARN to SnsSubscription
     subscriptions: dict[str, SnsSubscription] = LocalAttribute(default=dict)
 
+    # filter policy are stored as JSON string in subscriptions, store the decoded result Dict
+    subscription_filter_policy: dict[subscriptionARN, dict] = LocalAttribute(default=dict)
+
     # maps confirmation token to subscription ARN
     subscription_tokens: dict[str, str] = LocalAttribute(default=dict)
 
-    # maps topic ARN to list of tags
-    sns_tags: dict[str, list[dict]] = LocalAttribute(default=dict)
+    # maps platform application arns to platform applications
+    platform_applications: dict[str, PlatformApplicationDetails] = LocalAttribute(default=dict)
+
+    # maps endpoint arns to platform endpoints
+    platform_endpoints: dict[str, PlatformEndpoint] = LocalAttribute(default=dict)
 
     # cache of topic ARN to platform endpoint messages (used primarily for testing)
     platform_endpoint_messages: dict[str, list[dict]] = LocalAttribute(default=dict)
 
+    # topic/subscription independent default values for sending sms messages
+    sms_attributes: dict[str, str] = LocalAttribute(default=dict)
+
     # list of sent SMS messages
     sms_messages: list[dict] = LocalAttribute(default=list)
 
-    # filter policy are stored as JSON string in subscriptions, store the decoded result Dict
-    subscription_filter_policy: dict[subscriptionARN, dict] = LocalAttribute(default=dict)
+    TAGS: TaggingService = CrossRegionAttribute(default=TaggingService)
 
-    def get_topic_subscriptions(self, topic_arn: str) -> list[SnsSubscription]:
-        topic_subscriptions = self.topic_subscriptions.get(topic_arn, [])
-        subscriptions = [
-            subscription
-            for subscription_arn in topic_subscriptions
-            if (subscription := self.subscriptions.get(subscription_arn))
-        ]
-        return subscriptions
+    PHONE_NUMBERS_OPTED_OUT: set[PhoneNumber] = CrossRegionAttribute(default=set)
 
 
 sns_stores = AccountRegionBundle("sns", SnsStore)
diff --git a/localstack-core/localstack/services/sns/provider.py b/localstack-core/localstack/services/sns/provider.py
index 373c417aa31eb..9ab2c839c1118 100644
--- a/localstack-core/localstack/services/sns/provider.py
+++ b/localstack-core/localstack/services/sns/provider.py
@@ -1,41 +1,54 @@
-import base64
 import contextlib
 import copy
 import functools
 import json
 import logging
-from uuid import uuid4
+import re
 
 from botocore.utils import InvalidArnException
-from moto.core.utils import camelcase_to_pascal, underscores_to_camelcase
-from moto.sns import sns_backends
-from moto.sns.models import MAXIMUM_MESSAGE_LENGTH, SNSBackend, Topic
-from moto.sns.utils import is_e164
+from rolo import Request, Router, route
 
 from localstack.aws.api import CommonServiceException, RequestContext
 from localstack.aws.api.sns import (
+    ActionsList,
     AmazonResourceName,
     BatchEntryIdsNotDistinctException,
+    CheckIfPhoneNumberIsOptedOutResponse,
     ConfirmSubscriptionResponse,
     CreateEndpointResponse,
     CreatePlatformApplicationResponse,
     CreateTopicResponse,
+    DelegatesList,
+    Endpoint,
     EndpointDisabledException,
+    GetDataProtectionPolicyResponse,
+    GetEndpointAttributesResponse,
+    GetPlatformApplicationAttributesResponse,
+    GetSMSAttributesResponse,
     GetSubscriptionAttributesResponse,
     GetTopicAttributesResponse,
     InvalidBatchEntryIdException,
     InvalidParameterException,
     InvalidParameterValueException,
+    ListEndpointsByPlatformApplicationResponse,
+    ListPhoneNumbersOptedOutResponse,
+    ListPlatformApplicationsResponse,
+    ListString,
     ListSubscriptionsByTopicResponse,
     ListSubscriptionsResponse,
     ListTagsForResourceResponse,
+    ListTopicsResponse,
     MapStringToString,
     MessageAttributeMap,
     NotFoundException,
+    OptInPhoneNumberResponse,
+    PhoneNumber,
+    PlatformApplication,
     PublishBatchRequestEntryList,
     PublishBatchResponse,
     PublishBatchResultEntry,
     PublishResponse,
+    SetSMSAttributesResponse,
     SnsApi,
     String,
     SubscribeResponse,
@@ -50,26 +63,55 @@
     attributeName,
     attributeValue,
     authenticateOnUnsubscribe,
-    boolean,
+    endpoint,
+    label,
+    message,
     messageStructure,
     nextToken,
+    protocol,
+    string,
+    subject,
     subscriptionARN,
     topicARN,
     topicName,
 )
 from localstack.constants import AWS_REGION_US_EAST_1, DEFAULT_AWS_ACCOUNT_ID
-from localstack.http import Request, Response, Router, route
+from localstack.http import Response
 from localstack.services.edge import ROUTER
-from localstack.services.moto import call_moto
 from localstack.services.plugins import ServiceLifecycleHook
-from localstack.services.sns import constants as sns_constants
+from localstack.services.sns.analytics import internal_api_calls
 from localstack.services.sns.certificate import SNS_SERVER_CERT
+from localstack.services.sns.constants import (
+    ATTR_TYPE_REGEX,
+    BATCH_ENTRY_ID_REGEX,
+    DUMMY_SUBSCRIPTION_PRINCIPAL,
+    E164_REGEX,
+    MAXIMUM_MESSAGE_LENGTH,
+    MSG_ATTR_NAME_REGEX,
+    PLATFORM_ENDPOINT_MSGS_ENDPOINT,
+    SMS_MSGS_ENDPOINT,
+    SMS_PHONE_NUMBER_OPT_OUT_ENDPOINT,
+    SNS_CERT_ENDPOINT,
+    SNS_PROTOCOLS,
+    SUBSCRIPTION_TOKENS_ENDPOINT,
+    VALID_APPLICATION_PLATFORMS,
+    VALID_MSG_ATTR_NAME_CHARS,
+    VALID_POLICY_ACTIONS,
+    VALID_SUBSCRIPTION_ATTR_NAME,
+)
 from localstack.services.sns.filter import FilterPolicyValidator
 from localstack.services.sns.models import (
+    SMS_ATTRIBUTE_NAMES,
+    SMS_DEFAULT_SENDER_REGEX,
+    SMS_TYPES,
+    EndpointAttributeNames,
+    PlatformApplicationDetails,
+    PlatformEndpoint,
     SnsMessage,
     SnsMessageType,
     SnsStore,
     SnsSubscription,
+    Topic,
     sns_stores,
 )
 from localstack.services.sns.publisher import (
@@ -77,51 +119,45 @@
     SnsBatchPublishContext,
     SnsPublishContext,
 )
+from localstack.services.sns.utils import (
+    create_default_topic_policy,
+    create_platform_endpoint_arn,
+    create_subscription_arn,
+    encode_subscription_token_with_region,
+    get_next_page_token_from_arn,
+    get_region_from_subscription_token,
+    get_topic_subscriptions,
+    is_valid_e164_number,
+    parse_and_validate_platform_application_arn,
+    parse_and_validate_topic_arn,
+    validate_subscription_attribute,
+)
+from localstack.state import StateVisitor
 from localstack.utils.aws.arns import (
-    ArnData,
     extract_account_id_from_arn,
     extract_region_from_arn,
     get_partition,
     parse_arn,
+    sns_platform_application_arn,
+    sns_topic_arn,
 )
 from localstack.utils.collections import PaginatedList, select_from_typed_dict
-from localstack.utils.strings import short_uid, to_bytes, to_str
-
-from ...state import StateVisitor
-from .analytics import internal_api_calls
+from localstack.utils.strings import to_bytes
 
 # set up logger
 LOG = logging.getLogger(__name__)
 
+SNS_TOPIC_NAME_PATTERN_FIFO = r"^[a-zA-Z0-9_-]{1,256}\.fifo$"
+SNS_TOPIC_NAME_PATTERN = r"^[a-zA-Z0-9_-]{1,256}$"
 
-class SnsProvider(SnsApi, ServiceLifecycleHook):
-    """
-    Provider class for AWS Simple Notification Service.
-
-    AWS supports following operations in a cross-account setup:
-    - GetTopicAttributes
-    - SetTopicAttributes
-    - AddPermission
-    - RemovePermission
-    - Publish
-    - Subscribe
-    - ListSubscriptionByTopic
-    - DeleteTopic
-    """
-
-    @route(sns_constants.SNS_CERT_ENDPOINT, methods=["GET"])
-    def get_signature_cert_pem_file(self, request: Request):
-        # see http://sns-public-resources.s3.amazonaws.com/SNS_Message_Signing_Release_Note_Jan_25_2011.pdf
-        # see https://docs.aws.amazon.com/sns/latest/dg/sns-verify-signature-of-message.html
-        return Response(self._signature_cert_pem, 200)
 
+class SnsProvider(SnsApi, ServiceLifecycleHook):
     def __init__(self) -> None:
         super().__init__()
         self._publisher = PublishDispatcher()
         self._signature_cert_pem: str = SNS_SERVER_CERT
 
     def accept_state_visitor(self, visitor: StateVisitor):
-        visitor.visit(sns_backends)
         visitor.visit(sns_stores)
 
     def on_before_stop(self):
@@ -133,57 +169,100 @@ def on_after_init(self):
         # add the route to serve the certificate used to validate message signatures
         ROUTER.add(self.get_signature_cert_pem_file)
 
-    @staticmethod
-    def get_store(account_id: str, region_name: str) -> SnsStore:
-        return sns_stores[account_id][region_name]
+    @route(SNS_CERT_ENDPOINT, methods=["GET"])
+    def get_signature_cert_pem_file(self, request: Request):
+        # see http://sns-public-resources.s3.amazonaws.com/SNS_Message_Signing_Release_Note_Jan_25_2011.pdf
+        # see https://docs.aws.amazon.com/sns/latest/dg/sns-verify-signature-of-message.html
+        return Response(self._signature_cert_pem, 200)
 
-    @staticmethod
-    def get_moto_backend(account_id: str, region_name: str) -> SNSBackend:
-        return sns_backends[account_id][region_name]
+    ## Topic Operations
 
-    @staticmethod
-    def _get_topic(arn: str, context: RequestContext) -> Topic:
-        """
-        :param arn: the Topic ARN
-        :param context: the RequestContext of the request
-        :param multiregion: if the request can fetch the topic across regions or not (ex. Publish cannot publish to a
-        topic in a different region than the request)
-        :return: the Moto model Topic
-        """
-        arn_data = parse_and_validate_topic_arn(arn)
-        if context.region != arn_data["region"]:
-            raise InvalidParameterException("Invalid parameter: TopicArn")
+    def create_topic(
+        self,
+        context: RequestContext,
+        name: topicName,
+        attributes: TopicAttributesMap | None = None,
+        tags: TagList | None = None,
+        data_protection_policy: attributeValue | None = None,
+        **kwargs,
+    ) -> CreateTopicResponse:
+        store = self.get_store(context.account_id, context.region)
+        topic_arn = sns_topic_arn(
+            topic_name=name, region_name=context.region, account_id=context.account_id
+        )
+        topic: Topic = store.topics.get(topic_arn)
+        attributes = attributes or {}
+        if topic:
+            attrs = topic["attributes"]
+            for k, v in attributes.values():
+                if not attrs.get(k) or not attrs.get(k) == v:
+                    # TODO:
+                    raise InvalidParameterException("Fix this Exception message and type")
+            tag_resource_success = _check_matching_tags(topic_arn, tags, store)
+            if not tag_resource_success:
+                raise InvalidParameterException(
+                    "Invalid parameter: Tags Reason: Topic already exists with different tags"
+                )
+            return CreateTopicResponse(TopicArn=topic_arn)
 
-        try:
-            return sns_backends[arn_data["account"]][context.region].topics[arn]
-        except KeyError:
-            raise NotFoundException("Topic does not exist")
+        if attributes.get("FifoTopic") and attributes["FifoTopic"].lower() == "true":
+            fifo_match = re.match(SNS_TOPIC_NAME_PATTERN_FIFO, name)
+            if not fifo_match:
+                # TODO: check this with a separate test
+                raise InvalidParameterException(
+                    "Fifo Topic names must end with .fifo and must be made up of only uppercase and lowercase ASCII letters, numbers, underscores, and hyphens, and must be between 1 and 256 characters long."
+                )
+        else:
+            # AWS does not seem to save explicit settings of fifo = false
+
+            attributes.pop("FifoTopic", None)
+            name_match = re.match(SNS_TOPIC_NAME_PATTERN, name)
+            if not name_match:
+                raise InvalidParameterException("Invalid parameter: Topic Name")
+
+        attributes["EffectiveDeliveryPolicy"] = _create_default_effective_delivery_policy()
+
+        topic = _create_topic(name=name, attributes=attributes, context=context)
+        if tags:
+            self.tag_resource(context=context, resource_arn=topic_arn, tags=tags)
+
+        store.topics[topic_arn] = topic
+
+        return CreateTopicResponse(TopicArn=topic_arn)
 
     def get_topic_attributes(
         self, context: RequestContext, topic_arn: topicARN, **kwargs
     ) -> GetTopicAttributesResponse:
-        # get the Topic from moto manually first, because Moto does not handle well the case where the ARN is malformed
-        # (raises ValueError: not enough values to unpack (expected 6, got 1))
-        moto_topic_model = self._get_topic(topic_arn, context)
-        moto_response: GetTopicAttributesResponse = call_moto(context)
-        # TODO: fix some attributes by moto, see snapshot
-        # DeliveryPolicy
-        # EffectiveDeliveryPolicy
-        # Policy.Statement..Action -> SNS:Receive is added by moto but not returned in AWS
-        # TODO: very hacky way to get the attributes we need instead of a moto patch
-        # see the attributes we need: https://docs.aws.amazon.com/sns/latest/dg/sns-topic-attributes.html
-        # would need more work to have the proper format out of moto, maybe extract the model to our store
-        attributes = moto_response["Attributes"]
-        for attr in vars(moto_topic_model):
-            if "_feedback" in attr:
-                key = camelcase_to_pascal(underscores_to_camelcase(attr))
-                attributes[key] = getattr(moto_topic_model, attr)
-            elif attr == "signature_version":
-                attributes["SignatureVersion"] = moto_topic_model.signature_version
-            elif attr == "archive_policy":
-                attributes["ArchivePolicy"] = moto_topic_model.archive_policy
-
-        return moto_response
+        topic: Topic = self._get_topic(arn=topic_arn, context=context)
+        if topic:
+            attributes = topic["attributes"]
+            return GetTopicAttributesResponse(Attributes=attributes)
+        else:
+            raise NotFoundException("Topic does not exist")
+
+    def delete_topic(self, context: RequestContext, topic_arn: topicARN, **kwargs) -> None:
+        # This also deletes all subscriptions for the topic. In AWS, this is not immediately the case;
+        # the subs still exist for a certain period of time (~48h), detached, after which they are garbage collected
+        arn_data = parse_and_validate_topic_arn(topic_arn)
+        if context.region != arn_data["region"]:
+            raise InvalidParameterException("Invalid parameter: TopicArn")
+        store = self.get_store(context.account_id, context.region)
+
+        store.topics.pop(topic_arn, None)
+
+    def list_topics(
+        self, context: RequestContext, next_token: nextToken | None = None, **kwargs
+    ) -> ListTopicsResponse:
+        store = self.get_store(context.account_id, context.region)
+        topics = [{"TopicArn": t["arn"]} for t in list(store.topics.values())]
+        topics = PaginatedList(topics)
+        page, nxt = topics.get_page(
+            token_generator=lambda x: get_next_page_token_from_arn(x["TopicArn"]),
+            next_token=next_token,
+            page_size=100,
+        )
+        topics = {"Topics": page, "NextToken": nxt}
+        return ListTopicsResponse(**topics)
 
     def set_topic_attributes(
         self,
@@ -193,113 +272,247 @@ def set_topic_attributes(
         attribute_value: attributeValue | None = None,
         **kwargs,
     ) -> None:
-        # validate the topic first
-        self._get_topic(topic_arn, context)
-        call_moto(context)
+        topic: Topic = self._get_topic(arn=topic_arn, context=context)
+        if attribute_name == "FifoTopic":
+            raise InvalidParameterException("Invalid parameter: AttributeName")
+        topic["attributes"][attribute_name] = attribute_value
 
-    def publish_batch(
+    ## Subscribe operations
+
+    def subscribe(
         self,
         context: RequestContext,
         topic_arn: topicARN,
-        publish_batch_request_entries: PublishBatchRequestEntryList,
+        protocol: protocol,
+        endpoint: endpoint | None = None,
+        attributes: SubscriptionAttributesMap | None = None,
+        return_subscription_arn: bool | None = None,
         **kwargs,
-    ) -> PublishBatchResponse:
-        if len(publish_batch_request_entries) > 10:
-            raise TooManyEntriesInBatchRequestException(
-                "The batch request contains more entries than permissible."
-            )
+    ) -> SubscribeResponse:
+        parsed_topic_arn = parse_and_validate_topic_arn(topic_arn)
+        if context.region != parsed_topic_arn["region"]:
+            raise InvalidParameterException("Invalid parameter: TopicArn")
 
-        parsed_arn = parse_and_validate_topic_arn(topic_arn)
-        store = self.get_store(account_id=parsed_arn["account"], region_name=context.region)
-        moto_topic = self._get_topic(topic_arn, context)
+        store = self.get_store(account_id=parsed_topic_arn["account"], region=context.region)
 
-        ids = [entry["Id"] for entry in publish_batch_request_entries]
-        if len(set(ids)) != len(publish_batch_request_entries):
-            raise BatchEntryIdsNotDistinctException(
-                "Two or more batch entries in the request have the same Id."
+        topic = self._get_topic(arn=topic_arn, context=context)
+        topic_subscriptions = topic["subscriptions"]
+        if not endpoint:
+            # TODO: check AWS behaviour (because endpoint is optional)
+            raise NotFoundException("Endpoint not specified in subscription")
+        if protocol not in SNS_PROTOCOLS:
+            raise InvalidParameterException(
+                f"Invalid parameter: Amazon SNS does not support this protocol string: {protocol}"
             )
+        elif protocol in ["http", "https"] and not endpoint.startswith(f"{protocol}://"):
+            raise InvalidParameterException(
+                "Invalid parameter: Endpoint must match the specified protocol"
+            )
+        elif protocol == "sms" and not is_valid_e164_number(endpoint):
+            raise InvalidParameterException(f"Invalid SMS endpoint: {endpoint}")
 
-        # Validate each batch entry ID according to AWS specifications
-        for entry_id in ids:
-            validate_batch_entry_id(entry_id)
+        elif protocol == "sqs":
+            try:
+                parse_arn(endpoint)
+            except InvalidArnException:
+                raise InvalidParameterException("Invalid parameter: SQS endpoint ARN")
 
-        response: PublishBatchResponse = {"Successful": [], "Failed": []}
+        elif protocol == "application":
+            # TODO: Validate exact behaviour
+            try:
+                parse_arn(endpoint)
+            except InvalidArnException:
+                raise InvalidParameterException("Invalid parameter: ApplicationEndpoint ARN")
 
-        # TODO: write AWS validated tests with FilterPolicy and batching
-        # TODO: find a scenario where we can fail to send a message synchronously to be able to report it
-        # right now, it seems that AWS fails the whole publish if something is wrong in the format of 1 message
+        if ".fifo" in endpoint and ".fifo" not in topic_arn:
+            # TODO: move to sqs protocol block if possible
+            raise InvalidParameterException(
+                "Invalid parameter: Invalid parameter: Endpoint Reason: FIFO SQS Queues can not be subscribed to standard SNS topics"
+            )
 
-        total_batch_size = 0
-        message_contexts = []
-        for entry_index, entry in enumerate(publish_batch_request_entries, start=1):
-            message_payload = entry.get("Message")
-            message_attributes = entry.get("MessageAttributes", {})
-            if message_attributes:
-                # if a message contains non-valid message attributes
-                # will fail for the first non-valid message encountered, and raise ParameterValueInvalid
-                validate_message_attributes(message_attributes, position=entry_index)
+        sub_attributes = copy.deepcopy(attributes) if attributes else None
+        if sub_attributes:
+            for attr_name, attr_value in sub_attributes.items():
+                validate_subscription_attribute(
+                    attribute_name=attr_name,
+                    attribute_value=attr_value,
+                    topic_arn=topic_arn,
+                    endpoint=endpoint,
+                    is_subscribe_call=True,
+                )
+                if raw_msg_delivery := sub_attributes.get("RawMessageDelivery"):
+                    sub_attributes["RawMessageDelivery"] = raw_msg_delivery.lower()
 
-            total_batch_size += get_total_publish_size(message_payload, message_attributes)
+        # An endpoint may only be subscribed to a topic once. Subsequent
+        # subscribe calls do nothing (subscribe is idempotent), except if its attributes are different.
+        for existing_topic_subscription in topic_subscriptions:
+            sub = store.subscriptions.get(existing_topic_subscription, {})
+            if sub.get("Endpoint") == endpoint:
+                if sub_attributes:
+                    # validate the subscription attributes aren't different
+                    for attr in VALID_SUBSCRIPTION_ATTR_NAME:
+                        # if a new attribute is present and different from an existent one, raise
+                        if (new_attr := sub_attributes.get(attr)) and sub.get(attr) != new_attr:
+                            raise InvalidParameterException(
+                                "Invalid parameter: Attributes Reason: Subscription already exists with different attributes"
+                            )
 
-            # TODO: WRITE AWS VALIDATED
-            if entry.get("MessageStructure") == "json":
-                try:
-                    message = json.loads(message_payload)
-                    # Keys in the JSON object that correspond to supported transport protocols must have
-                    # simple JSON string values.
-                    # Non-string values will cause the key to be ignored.
-                    message = {
-                        key: field for key, field in message.items() if isinstance(field, str)
-                    }
-                    if "default" not in message:
-                        raise InvalidParameterException(
-                            "Invalid parameter: Message Structure - No default entry in JSON message body"
-                        )
-                    entry["Message"] = message  # noqa
-                except json.JSONDecodeError:
-                    raise InvalidParameterException(
-                        "Invalid parameter: Message Structure - JSON message body failed to parse"
+                return SubscribeResponse(SubscriptionArn=sub["SubscriptionArn"])
+        principal = DUMMY_SUBSCRIPTION_PRINCIPAL.format(
+            partition=get_partition(context.region), account_id=context.account_id
+        )
+        subscription_arn = create_subscription_arn(topic_arn)
+        subscription = SnsSubscription(
+            # http://docs.aws.amazon.com/cli/latest/reference/sns/get-subscription-attributes.html
+            TopicArn=topic_arn,
+            Endpoint=endpoint,
+            Protocol=protocol,
+            SubscriptionArn=subscription_arn,
+            PendingConfirmation="true",
+            Owner=context.account_id,
+            RawMessageDelivery="false",  # default value, will be overridden if set
+            FilterPolicyScope="MessageAttributes",  # default value, will be overridden if set
+            SubscriptionPrincipal=principal,  # dummy value, could be fetched with a call to STS?
+        )
+        if sub_attributes:
+            subscription.update(sub_attributes)
+            if "FilterPolicy" in sub_attributes:
+                filter_policy = (
+                    json.loads(sub_attributes["FilterPolicy"])
+                    if sub_attributes["FilterPolicy"]
+                    else None
+                )
+                if filter_policy:
+                    validator = FilterPolicyValidator(
+                        scope=subscription.get("FilterPolicyScope", "MessageAttributes"),
+                        is_subscribe_call=True,
                     )
+                    validator.validate_filter_policy(filter_policy)
 
-            if is_fifo := (".fifo" in topic_arn):
-                if not all("MessageGroupId" in entry for entry in publish_batch_request_entries):
-                    raise InvalidParameterException(
-                        "Invalid parameter: The MessageGroupId parameter is required for FIFO topics"
-                    )
-                if moto_topic.content_based_deduplication is False:
-                    if not all(
-                        "MessageDeduplicationId" in entry for entry in publish_batch_request_entries
-                    ):
-                        raise InvalidParameterException(
-                            "Invalid parameter: The topic should either have ContentBasedDeduplication enabled or MessageDeduplicationId provided explicitly",
-                        )
+                store.subscription_filter_policy[subscription_arn] = filter_policy
 
-            msg_ctx = SnsMessage.from_batch_entry(entry, is_fifo=is_fifo)
-            message_contexts.append(msg_ctx)
-            success = PublishBatchResultEntry(
-                Id=entry["Id"],
-                MessageId=msg_ctx.message_id,
+        store.subscriptions[subscription_arn] = subscription
+
+        topic_subscriptions.append(subscription_arn)
+
+        # store the token and subscription arn
+        # TODO: the token is a 288 hex char string
+        subscription_token = encode_subscription_token_with_region(region=context.region)
+        store.subscription_tokens[subscription_token] = subscription_arn
+
+        response_subscription_arn = subscription_arn
+        # Send out confirmation message for HTTP(S), fix for https://github.com/localstack/localstack/issues/881
+        if protocol in ["http", "https"]:
+            message_ctx = SnsMessage(
+                type=SnsMessageType.SubscriptionConfirmation,
+                token=subscription_token,
+                message=f"You have chosen to subscribe to the topic {topic_arn}.\nTo confirm the subscription, visit the SubscribeURL included in this message.",
             )
-            if is_fifo:
-                success["SequenceNumber"] = msg_ctx.sequencer_number
-            response["Successful"].append(success)
+            publish_ctx = SnsPublishContext(
+                message=message_ctx,
+                store=store,
+                request_headers=context.request.headers,
+                topic_attributes=topic["attributes"],
+            )
+            self._publisher.publish_to_topic_subscriber(
+                ctx=publish_ctx,
+                topic_arn=topic_arn,
+                subscription_arn=subscription_arn,
+            )
+            if not return_subscription_arn:
+                response_subscription_arn = "pending confirmation"
 
-        if total_batch_size > MAXIMUM_MESSAGE_LENGTH:
-            raise CommonServiceException(
-                code="BatchRequestTooLong",
-                message="The length of all the messages put together is more than the limit.",
-                sender_fault=True,
+        elif protocol not in ["email", "email-json"]:
+            # Only HTTP(S) and email subscriptions are not auto validated
+            # Except if the endpoint and the topic are not in the same AWS account, then you'd need to manually confirm
+            # the subscription with the token
+            # TODO: revisit for multi-account
+            # TODO: test with AWS for email & email-json confirmation message
+            # we need to add the following check:
+            # if parsed_topic_arn["account"] == endpoint account (depending on the type, SQS, lambda, parse the arn)
+            subscription["PendingConfirmation"] = "false"
+            subscription["ConfirmationWasAuthenticated"] = "true"
+
+        return SubscribeResponse(SubscriptionArn=response_subscription_arn)
+
+    def unsubscribe(
+        self, context: RequestContext, subscription_arn: subscriptionARN, **kwargs
+    ) -> None:
+        if subscription_arn is None:
+            raise InvalidParameterException(
+                "Invalid parameter: SubscriptionArn Reason: no value for required parameter",
+            )
+        count = len(subscription_arn.split(":"))
+        try:
+            parsed_arn = parse_arn(subscription_arn)
+        except InvalidArnException:
+            # TODO: check for invalid SubscriptionGUID
+            raise InvalidParameterException(
+                f"Invalid parameter: SubscriptionArn Reason: An ARN must have at least 6 elements, not {count}"
             )
 
-        publish_ctx = SnsBatchPublishContext(
-            messages=message_contexts,
-            store=store,
-            request_headers=context.request.headers,
-            topic_attributes=vars(moto_topic),
-        )
-        self._publisher.publish_batch_to_topic(publish_ctx, topic_arn)
+        account_id = parsed_arn["account"]
+        region_name = parsed_arn["region"]
 
-        return response
+        store = self.get_store(account_id=account_id, region=region_name)
+        if count == 6 and subscription_arn not in store.subscriptions:
+            raise InvalidParameterException("Invalid parameter: SubscriptionId")
+
+        # TODO: here was a moto_backend.unsubscribe call, check correct functionality and remove this comment
+        #  before switching to v2 for production
+
+        # pop the subscription at the end, to avoid race condition by iterating over the topic subscriptions
+        subscription = store.subscriptions.get(subscription_arn)
+
+        if not subscription:
+            # unsubscribe is idempotent, so unsubscribing from a non-existing topic does nothing
+            return
+
+        if subscription["Protocol"] in ["http", "https"]:
+            # TODO: actually validate this (re)subscribe behaviour somehow (localhost.run?)
+            #  we might need to save the sub token in the store
+            # TODO: AWS only sends the UnsubscribeConfirmation if the call is unauthenticated or the requester is not
+            #  the owner
+            subscription_token = encode_subscription_token_with_region(region=context.region)
+            message_ctx = SnsMessage(
+                type=SnsMessageType.UnsubscribeConfirmation,
+                token=subscription_token,
+                message=f"You have chosen to deactivate subscription {subscription_arn}.\nTo cancel this operation and restore the subscription, visit the SubscribeURL included in this message.",
+            )
+            publish_ctx = SnsPublishContext(
+                message=message_ctx,
+                store=store,
+                request_headers=context.request.headers,
+                # TODO: add the topic attributes once we ported them from moto to LocalStack
+                # topic_attributes=vars(moto_topic),
+            )
+            self._publisher.publish_to_topic_subscriber(
+                publish_ctx,
+                topic_arn=subscription["TopicArn"],
+                subscription_arn=subscription_arn,
+            )
+
+        with contextlib.suppress(KeyError):
+            store.topics[subscription["TopicArn"]]["subscriptions"].remove(subscription_arn)
+        store.subscription_filter_policy.pop(subscription_arn, None)
+        store.subscriptions.pop(subscription_arn, None)
+
+    def get_subscription_attributes(
+        self, context: RequestContext, subscription_arn: subscriptionARN, **kwargs
+    ) -> GetSubscriptionAttributesResponse:
+        store = self.get_store(account_id=context.account_id, region=context.region)
+        sub = store.subscriptions.get(subscription_arn)
+        if not sub:
+            raise NotFoundException("Subscription does not exist")
+        removed_attrs = ["sqs_queue_url"]
+        if "FilterPolicyScope" in sub and not sub.get("FilterPolicy"):
+            removed_attrs.append("FilterPolicyScope")
+            removed_attrs.append("FilterPolicy")
+        elif "FilterPolicy" in sub and "FilterPolicyScope" not in sub:
+            sub["FilterPolicyScope"] = "MessageAttributes"
+
+        attributes = {k: v for k, v in sub.items() if k not in removed_attrs}
+        return GetSubscriptionAttributesResponse(Attributes=attributes)
 
     def set_subscription_attributes(
         self,
@@ -309,7 +522,7 @@ def set_subscription_attributes(
         attribute_value: attributeValue = None,
         **kwargs,
     ) -> None:
-        store = self.get_store(account_id=context.account_id, region_name=context.region)
+        store = self.get_store(account_id=context.account_id, region=context.region)
         sub = store.subscriptions.get(subscription_arn)
         if not sub:
             raise NotFoundException("Subscription does not exist")
@@ -350,169 +563,44 @@ def confirm_subscription(
         # so, the region and account_id might not be in the request. Use the ones from the topic_arn
         try:
             parsed_arn = parse_arn(topic_arn)
-        except InvalidArnException:
-            raise InvalidParameterException("Invalid parameter: Topic")
-
-        store = self.get_store(account_id=parsed_arn["account"], region_name=parsed_arn["region"])
-
-        # it seems SNS is able to know what the region of the topic should be, even though a wrong topic is accepted
-        if parsed_arn["region"] != get_region_from_subscription_token(token):
-            raise InvalidParameterException("Invalid parameter: Topic")
-
-        subscription_arn = store.subscription_tokens.get(token)
-        if not subscription_arn:
-            raise InvalidParameterException("Invalid parameter: Token")
-
-        subscription = store.subscriptions.get(subscription_arn)
-        if not subscription:
-            # subscription could have been deleted in the meantime
-            raise InvalidParameterException("Invalid parameter: Token")
-
-        # ConfirmSubscription is idempotent
-        if subscription.get("PendingConfirmation") == "false":
-            return ConfirmSubscriptionResponse(SubscriptionArn=subscription_arn)
-
-        subscription["PendingConfirmation"] = "false"
-        subscription["ConfirmationWasAuthenticated"] = "true"
-
-        return ConfirmSubscriptionResponse(SubscriptionArn=subscription_arn)
-
-    def untag_resource(
-        self,
-        context: RequestContext,
-        resource_arn: AmazonResourceName,
-        tag_keys: TagKeyList,
-        **kwargs,
-    ) -> UntagResourceResponse:
-        call_moto(context)
-        # TODO: probably get the account_id and region from the `resource_arn`
-        store = self.get_store(context.account_id, context.region)
-        existing_tags = store.sns_tags.setdefault(resource_arn, [])
-        store.sns_tags[resource_arn] = [t for t in existing_tags if t["Key"] not in tag_keys]
-        return UntagResourceResponse()
-
-    def list_tags_for_resource(
-        self, context: RequestContext, resource_arn: AmazonResourceName, **kwargs
-    ) -> ListTagsForResourceResponse:
-        # TODO: probably get the account_id and region from the `resource_arn`
-        store = self.get_store(context.account_id, context.region)
-        tags = store.sns_tags.setdefault(resource_arn, [])
-        return ListTagsForResourceResponse(Tags=tags)
-
-    def create_platform_application(
-        self,
-        context: RequestContext,
-        name: String,
-        platform: String,
-        attributes: MapStringToString,
-        **kwargs,
-    ) -> CreatePlatformApplicationResponse:
-        # TODO: validate platform
-        # see https://docs.aws.amazon.com/cli/latest/reference/sns/create-platform-application.html
-        # list of possible values: ADM, Baidu, APNS, APNS_SANDBOX, GCM, MPNS, WNS
-        # each platform has a specific way to handle credentials
-        # this can also be used for dispatching message to the right platform
-        return call_moto(context)
-
-    def create_platform_endpoint(
-        self,
-        context: RequestContext,
-        platform_application_arn: String,
-        token: String,
-        custom_user_data: String = None,
-        attributes: MapStringToString = None,
-        **kwargs,
-    ) -> CreateEndpointResponse:
-        # TODO: support mobile app events
-        # see https://docs.aws.amazon.com/sns/latest/dg/application-event-notifications.html
-        return call_moto(context)
-
-    def unsubscribe(
-        self, context: RequestContext, subscription_arn: subscriptionARN, **kwargs
-    ) -> None:
-        if subscription_arn is None:
-            raise InvalidParameterException(
-                "Invalid parameter: SubscriptionArn Reason: no value for required parameter",
-            )
-        count = len(subscription_arn.split(":"))
-        try:
-            parsed_arn = parse_arn(subscription_arn)
-        except InvalidArnException:
-            # TODO: check for invalid SubscriptionGUID
-            raise InvalidParameterException(
-                f"Invalid parameter: SubscriptionArn Reason: An ARN must have at least 6 elements, not {count}"
-            )
+        except InvalidArnException:
+            raise InvalidParameterException("Invalid parameter: Topic")
 
-        account_id = parsed_arn["account"]
-        region_name = parsed_arn["region"]
+        store = self.get_store(account_id=parsed_arn["account"], region=parsed_arn["region"])
 
-        store = self.get_store(account_id=account_id, region_name=region_name)
-        if count == 6 and subscription_arn not in store.subscriptions:
-            raise InvalidParameterException("Invalid parameter: SubscriptionId")
+        # it seems SNS is able to know what the region of the topic should be, even though a wrong topic is accepted
+        if parsed_arn["region"] != get_region_from_subscription_token(token):
+            raise InvalidParameterException("Invalid parameter: Topic")
 
-        moto_sns_backend = self.get_moto_backend(account_id, region_name)
-        moto_sns_backend.unsubscribe(subscription_arn)
+        subscription_arn = store.subscription_tokens.get(token)
+        if not subscription_arn:
+            raise InvalidParameterException("Invalid parameter: Token")
 
-        # pop the subscription at the end, to avoid race condition by iterating over the topic subscriptions
         subscription = store.subscriptions.get(subscription_arn)
-
         if not subscription:
-            # unsubscribe is idempotent, so unsubscribing from a non-existing topic does nothing
-            return
-
-        if subscription["Protocol"] in ["http", "https"]:
-            # TODO: actually validate this (re)subscribe behaviour somehow (localhost.run?)
-            #  we might need to save the sub token in the store
-            # TODO: AWS only sends the UnsubscribeConfirmation if the call is unauthenticated or the requester is not
-            #  the owner
-            subscription_token = encode_subscription_token_with_region(region=context.region)
-            message_ctx = SnsMessage(
-                type=SnsMessageType.UnsubscribeConfirmation,
-                token=subscription_token,
-                message=f"You have chosen to deactivate subscription {subscription_arn}.\nTo cancel this operation and restore the subscription, visit the SubscribeURL included in this message.",
-            )
-            moto_topic = moto_sns_backend.topics.get(subscription["TopicArn"])
-            publish_ctx = SnsPublishContext(
-                message=message_ctx,
-                store=store,
-                request_headers=context.request.headers,
-                topic_attributes=vars(moto_topic),
-            )
-            self._publisher.publish_to_topic_subscriber(
-                publish_ctx,
-                topic_arn=subscription["TopicArn"],
-                subscription_arn=subscription_arn,
-            )
+            # subscription could have been deleted in the meantime
+            raise InvalidParameterException("Invalid parameter: Token")
 
-        with contextlib.suppress(ValueError):
-            store.topic_subscriptions[subscription["TopicArn"]].remove(subscription_arn)
-        store.subscription_filter_policy.pop(subscription_arn, None)
-        store.subscriptions.pop(subscription_arn, None)
+        # ConfirmSubscription is idempotent
+        if subscription.get("PendingConfirmation") == "false":
+            return ConfirmSubscriptionResponse(SubscriptionArn=subscription_arn)
 
-    def get_subscription_attributes(
-        self, context: RequestContext, subscription_arn: subscriptionARN, **kwargs
-    ) -> GetSubscriptionAttributesResponse:
-        store = self.get_store(account_id=context.account_id, region_name=context.region)
-        sub = store.subscriptions.get(subscription_arn)
-        if not sub:
-            raise NotFoundException("Subscription does not exist")
-        removed_attrs = ["sqs_queue_url"]
-        if "FilterPolicyScope" in sub and not sub.get("FilterPolicy"):
-            removed_attrs.append("FilterPolicyScope")
-            removed_attrs.append("FilterPolicy")
-        elif "FilterPolicy" in sub and "FilterPolicyScope" not in sub:
-            sub["FilterPolicyScope"] = "MessageAttributes"
+        subscription["PendingConfirmation"] = "false"
+        subscription["ConfirmationWasAuthenticated"] = "true"
 
-        attributes = {k: v for k, v in sub.items() if k not in removed_attrs}
-        return GetSubscriptionAttributesResponse(Attributes=attributes)
+        return ConfirmSubscriptionResponse(SubscriptionArn=subscription_arn)
 
     def list_subscriptions(
         self, context: RequestContext, next_token: nextToken = None, **kwargs
     ) -> ListSubscriptionsResponse:
         store = self.get_store(context.account_id, context.region)
-        subscriptions = [
-            select_from_typed_dict(Subscription, sub) for sub in list(store.subscriptions.values())
-        ]
+        subscriptions = []
+        for s in list(store.subscriptions.values()):
+            sub = select_from_typed_dict(Subscription, s)
+            if s["PendingConfirmation"] == "true":
+                sub["SubscriptionArn"] = "PendingConfirmation"
+            subscriptions.append(sub)
+
         paginated_subscriptions = PaginatedList(subscriptions)
         page, next_token = paginated_subscriptions.get_page(
             token_generator=lambda x: get_next_page_token_from_arn(x["SubscriptionArn"]),
@@ -528,11 +616,10 @@ def list_subscriptions(
     def list_subscriptions_by_topic(
         self, context: RequestContext, topic_arn: topicARN, next_token: nextToken = None, **kwargs
     ) -> ListSubscriptionsByTopicResponse:
-        self._get_topic(topic_arn, context)
+        self._get_topic(topic_arn, context)  # for validation purposes only
         parsed_topic_arn = parse_and_validate_topic_arn(topic_arn)
         store = self.get_store(parsed_topic_arn["account"], parsed_topic_arn["region"])
-        sns_subscriptions = store.get_topic_subscriptions(topic_arn)
-        subscriptions = [select_from_typed_dict(Subscription, sub) for sub in sns_subscriptions]
+        subscriptions = get_topic_subscriptions(store, topic_arn)
 
         paginated_subscriptions = PaginatedList(subscriptions)
         page, next_token = paginated_subscriptions.get_page(
@@ -546,18 +633,22 @@ def list_subscriptions_by_topic(
             response["NextToken"] = next_token
         return response
 
+    #
+    # Publish
+    #
+
     def publish(
         self,
         context: RequestContext,
-        message: String,
-        topic_arn: topicARN = None,
-        target_arn: String = None,
-        phone_number: String = None,
-        subject: String = None,
-        message_structure: messageStructure = None,
-        message_attributes: MessageAttributeMap = None,
-        message_deduplication_id: String = None,
-        message_group_id: String = None,
+        message: message,
+        topic_arn: topicARN | None = None,
+        target_arn: String | None = None,
+        phone_number: PhoneNumber | None = None,
+        subject: subject | None = None,
+        message_structure: messageStructure | None = None,
+        message_attributes: MessageAttributeMap | None = None,
+        message_deduplication_id: String | None = None,
+        message_group_id: String | None = None,
         **kwargs,
     ) -> PublishResponse:
         if subject == "":
@@ -567,29 +658,29 @@ def publish(
 
         # TODO: check for topic + target + phone number at the same time?
         # TODO: more validation on phone, it might be opted out?
-        if phone_number and not is_e164(phone_number):
+        if phone_number and not is_valid_e164_number(phone_number):
             raise InvalidParameterException(
                 f"Invalid parameter: PhoneNumber Reason: {phone_number} is not valid to publish to"
             )
 
         if message_attributes:
-            validate_message_attributes(message_attributes)
+            _validate_message_attributes(message_attributes)
 
-        if get_total_publish_size(message, message_attributes) > MAXIMUM_MESSAGE_LENGTH:
+        if _get_total_publish_size(message, message_attributes) > MAXIMUM_MESSAGE_LENGTH:
             raise InvalidParameterException("Invalid parameter: Message too long")
 
         # for compatibility reasons, AWS allows users to use either TargetArn or TopicArn for publishing to a topic
         # use any of them for topic validation
         topic_or_target_arn = topic_arn or target_arn
-        topic_model = None
+        topic = None
 
         if is_fifo := (topic_or_target_arn and ".fifo" in topic_or_target_arn):
             if not message_group_id:
                 raise InvalidParameterException(
                     "Invalid parameter: The MessageGroupId parameter is required for FIFO topics",
                 )
-            topic_model = self._get_topic(topic_or_target_arn, context)
-            if topic_model.content_based_deduplication is False:
+            topic = self._get_topic(topic_or_target_arn, context)
+            if topic["attributes"]["ContentBasedDeduplication"] == "false":
                 if not message_deduplication_id:
                     raise InvalidParameterException(
                         "Invalid parameter: The topic should either have ContentBasedDeduplication enabled or MessageDeduplicationId provided explicitly",
@@ -622,20 +713,24 @@ def publish(
         if not phone_number:
             # use the account to get the store from the TopicArn (you can only publish in the same region as the topic)
             parsed_arn = parse_and_validate_topic_arn(topic_or_target_arn)
-            store = self.get_store(account_id=parsed_arn["account"], region_name=context.region)
-            moto_sns_backend = self.get_moto_backend(parsed_arn["account"], context.region)
+            store = self.get_store(account_id=parsed_arn["account"], region=context.region)
             if is_endpoint_publish:
-                if not (platform_endpoint := moto_sns_backend.platform_endpoints.get(target_arn)):
+                if not (platform_endpoint := store.platform_endpoints.get(target_arn)):
                     raise InvalidParameterException(
                         "Invalid parameter: TargetArn Reason: No endpoint found for the target arn specified"
                     )
-                elif not platform_endpoint.enabled:
+                elif (
+                    not platform_endpoint.platform_endpoint["Attributes"]
+                    .get("Enabled", "false")
+                    .lower()
+                    == "true"
+                ):
                     raise EndpointDisabledException("Endpoint is disabled")
             else:
-                topic_model = self._get_topic(topic_or_target_arn, context)
+                topic = self._get_topic(topic_or_target_arn, context)
         else:
             # use the store from the request context
-            store = self.get_store(account_id=context.account_id, region_name=context.region)
+            store = self.get_store(account_id=context.account_id, region=context.region)
 
         message_ctx = SnsMessage(
             type=SnsMessageType.Notification,
@@ -661,7 +756,7 @@ def publish(
             # beware if the subscription is FIFO, the order might not be guaranteed.
             # 2 quick call to this method in succession might not be executed in order in the executor?
             # TODO: test how this behaves in a FIFO context with a lot of threads.
-            publish_ctx.topic_attributes |= vars(topic_model)
+            publish_ctx.topic_attributes |= topic["attributes"]
             self._publisher.publish_to_topic(publish_ctx, topic_or_target_arn)
 
         if is_fifo:
@@ -671,300 +766,582 @@ def publish(
 
         return PublishResponse(MessageId=message_ctx.message_id)
 
-    def subscribe(
+    def publish_batch(
         self,
         context: RequestContext,
         topic_arn: topicARN,
-        protocol: String,
-        endpoint: String = None,
-        attributes: SubscriptionAttributesMap = None,
-        return_subscription_arn: boolean = None,
+        publish_batch_request_entries: PublishBatchRequestEntryList,
         **kwargs,
-    ) -> SubscribeResponse:
-        # TODO: check validation ordering
-        parsed_topic_arn = parse_and_validate_topic_arn(topic_arn)
-        if context.region != parsed_topic_arn["region"]:
-            raise InvalidParameterException("Invalid parameter: TopicArn")
+    ) -> PublishBatchResponse:
+        if len(publish_batch_request_entries) > 10:
+            raise TooManyEntriesInBatchRequestException(
+                "The batch request contains more entries than permissible."
+            )
+
+        parsed_arn = parse_and_validate_topic_arn(topic_arn)
+        store = self.get_store(account_id=parsed_arn["account"], region=context.region)
+        topic = self._get_topic(topic_arn, context)
+        ids = [entry["Id"] for entry in publish_batch_request_entries]
+        if len(set(ids)) != len(publish_batch_request_entries):
+            raise BatchEntryIdsNotDistinctException(
+                "Two or more batch entries in the request have the same Id."
+            )
 
-        store = self.get_store(account_id=parsed_topic_arn["account"], region_name=context.region)
+        # Validate each entry ID
+        for entry_id in ids:
+            if len(entry_id) > 80:
+                raise InvalidBatchEntryIdException(
+                    f"The Id of a batch entry in the batch request is too long: {entry_id}"
+                )
+            if not BATCH_ENTRY_ID_REGEX.match(entry_id):
+                raise InvalidBatchEntryIdException(
+                    f"The Id of a batch entry in the batch request contains an impermissible character: {entry_id}"
+                )
 
-        if topic_arn not in store.topic_subscriptions:
-            raise NotFoundException("Topic does not exist")
+        response: PublishBatchResponse = {"Successful": [], "Failed": []}
 
-        if not endpoint:
-            # TODO: check AWS behaviour (because endpoint is optional)
-            raise NotFoundException("Endpoint not specified in subscription")
-        if protocol not in sns_constants.SNS_PROTOCOLS:
-            raise InvalidParameterException(
-                f"Invalid parameter: Amazon SNS does not support this protocol string: {protocol}"
+        # TODO: write AWS validated tests with FilterPolicy and batching
+        # TODO: find a scenario where we can fail to send a message synchronously to be able to report it
+        # right now, it seems that AWS fails the whole publish if something is wrong in the format of 1 message
+
+        total_batch_size = 0
+        message_contexts = []
+        for entry_index, entry in enumerate(publish_batch_request_entries, start=1):
+            message_payload = entry.get("Message")
+            message_attributes = entry.get("MessageAttributes", {})
+            if message_attributes:
+                # if a message contains non-valid message attributes, it
+                # will fail for the first non-valid message encountered, and raise ParameterValueInvalid
+                _validate_message_attributes(message_attributes, position=entry_index)
+
+            total_batch_size += _get_total_publish_size(message_payload, message_attributes)
+
+            # TODO: WRITE AWS VALIDATED
+            if entry.get("MessageStructure") == "json":
+                try:
+                    message = json.loads(message_payload)
+                    # Keys in the JSON object that correspond to supported transport protocols must have
+                    # simple JSON string values.
+                    # Non-string values will cause the key to be ignored.
+                    message = {
+                        key: field for key, field in message.items() if isinstance(field, str)
+                    }
+                    if "default" not in message:
+                        raise InvalidParameterException(
+                            "Invalid parameter: Message Structure - No default entry in JSON message body"
+                        )
+                    entry["Message"] = message  # noqa
+                except json.JSONDecodeError:
+                    raise InvalidParameterException(
+                        "Invalid parameter: Message Structure - JSON message body failed to parse"
+                    )
+
+            if is_fifo := (topic_arn.endswith(".fifo")):
+                if not all("MessageGroupId" in entry for entry in publish_batch_request_entries):
+                    raise InvalidParameterException(
+                        "Invalid parameter: The MessageGroupId parameter is required for FIFO topics"
+                    )
+                if topic["attributes"]["ContentBasedDeduplication"] == "false":
+                    if not all(
+                        "MessageDeduplicationId" in entry for entry in publish_batch_request_entries
+                    ):
+                        raise InvalidParameterException(
+                            "Invalid parameter: The topic should either have ContentBasedDeduplication enabled or MessageDeduplicationId provided explicitly",
+                        )
+
+            msg_ctx = SnsMessage.from_batch_entry(entry, is_fifo=is_fifo)
+            message_contexts.append(msg_ctx)
+            success = PublishBatchResultEntry(
+                Id=entry["Id"],
+                MessageId=msg_ctx.message_id,
             )
-        elif protocol in ["http", "https"] and not endpoint.startswith(f"{protocol}://"):
+            if is_fifo:
+                success["SequenceNumber"] = msg_ctx.sequencer_number
+            response["Successful"].append(success)
+
+        if total_batch_size > MAXIMUM_MESSAGE_LENGTH:
+            raise CommonServiceException(
+                code="BatchRequestTooLong",
+                message="The length of all the messages put together is more than the limit.",
+                sender_fault=True,
+            )
+
+        publish_ctx = SnsBatchPublishContext(
+            messages=message_contexts,
+            store=store,
+            request_headers=context.request.headers,
+            topic_attributes=topic["attributes"],
+        )
+        self._publisher.publish_batch_to_topic(publish_ctx, topic_arn)
+
+        return response
+
+    #
+    # PlatformApplications
+    #
+    def create_platform_application(
+        self,
+        context: RequestContext,
+        name: String,
+        platform: String,
+        attributes: MapStringToString,
+        **kwargs,
+    ) -> CreatePlatformApplicationResponse:
+        _validate_platform_application_name(name)
+        if platform not in VALID_APPLICATION_PLATFORMS:
             raise InvalidParameterException(
-                "Invalid parameter: Endpoint must match the specified protocol"
+                f"Invalid parameter: Platform Reason: {platform} is not supported"
             )
-        elif protocol == "sms" and not is_e164(endpoint):
-            raise InvalidParameterException(f"Invalid SMS endpoint: {endpoint}")
 
-        elif protocol == "sqs":
-            try:
-                parse_arn(endpoint)
-            except InvalidArnException:
-                raise InvalidParameterException("Invalid parameter: SQS endpoint ARN")
+        _validate_platform_application_attributes(attributes)
 
-        elif protocol == "application":
-            # TODO: this is taken from moto, validate it
-            moto_backend = self.get_moto_backend(
-                account_id=parsed_topic_arn["account"], region_name=context.region
+        # attribute validation specific to create_platform_application
+        if "PlatformCredential" in attributes and "PlatformPrincipal" not in attributes:
+            raise InvalidParameterException(
+                "Invalid parameter: Attributes Reason: PlatformCredential attribute provided without PlatformPrincipal"
             )
-            if endpoint not in moto_backend.platform_endpoints:
-                raise NotFoundException("Endpoint does not exist")
 
-        if ".fifo" in endpoint and ".fifo" not in topic_arn:
+        elif "PlatformPrincipal" in attributes and "PlatformCredential" not in attributes:
             raise InvalidParameterException(
-                "Invalid parameter: Invalid parameter: Endpoint Reason: FIFO SQS Queues can not be subscribed to standard SNS topics"
+                "Invalid parameter: Attributes Reason: PlatformPrincipal attribute provided without PlatformCredential"
             )
 
-        sub_attributes = copy.deepcopy(attributes) if attributes else None
-        if sub_attributes:
-            for attr_name, attr_value in sub_attributes.items():
-                validate_subscription_attribute(
-                    attribute_name=attr_name,
-                    attribute_value=attr_value,
-                    topic_arn=topic_arn,
-                    endpoint=endpoint,
-                    is_subscribe_call=True,
+        store = self.get_store(context.account_id, context.region)
+        # We are not validating the access data here like AWS does (against ADM and the like)
+        attributes.pop("PlatformPrincipal")
+        attributes.pop("PlatformCredential")
+        _attributes = {"Enabled": "true"}
+        _attributes.update(attributes)
+        application_arn = sns_platform_application_arn(
+            platform_application_name=name,
+            platform=platform,
+            account_id=context.account_id,
+            region_name=context.region,
+        )
+        platform_application_details = PlatformApplicationDetails(
+            platform_application=PlatformApplication(
+                PlatformApplicationArn=application_arn,
+                Attributes=_attributes,
+            ),
+            platform_endpoints={},
+        )
+        store.platform_applications[application_arn] = platform_application_details
+
+        return platform_application_details.platform_application
+
+    def delete_platform_application(
+        self, context: RequestContext, platform_application_arn: String, **kwargs
+    ) -> None:
+        store = self.get_store(context.account_id, context.region)
+        store.platform_applications.pop(platform_application_arn, None)
+        # TODO: if the platform had endpoints, should we remove them from the store? There is no way to list
+        #   endpoints without an application, so this is impossible to check the state of AWS here
+
+    def list_platform_applications(
+        self, context: RequestContext, next_token: String | None = None, **kwargs
+    ) -> ListPlatformApplicationsResponse:
+        store = self.get_store(context.account_id, context.region)
+        platform_applications = store.platform_applications.values()
+        paginated_applications = PaginatedList(platform_applications)
+        page, token = paginated_applications.get_page(
+            token_generator=lambda x: get_next_page_token_from_arn(x["PlatformApplicationArn"]),
+            page_size=100,
+            next_token=next_token,
+        )
+
+        response = ListPlatformApplicationsResponse(
+            PlatformApplications=[platform_app.platform_application for platform_app in page]
+        )
+        if token:
+            response["NextToken"] = token
+        return response
+
+    def get_platform_application_attributes(
+        self, context: RequestContext, platform_application_arn: String, **kwargs
+    ) -> GetPlatformApplicationAttributesResponse:
+        platform_application = self._get_platform_application(platform_application_arn, context)
+        attributes = platform_application["Attributes"]
+        return GetPlatformApplicationAttributesResponse(Attributes=attributes)
+
+    def set_platform_application_attributes(
+        self,
+        context: RequestContext,
+        platform_application_arn: String,
+        attributes: MapStringToString,
+        **kwargs,
+    ) -> None:
+        parse_and_validate_platform_application_arn(platform_application_arn)
+        _validate_platform_application_attributes(attributes)
+
+        platform_application = self._get_platform_application(platform_application_arn, context)
+        platform_application["Attributes"].update(attributes)
+
+    #
+    # Platform Endpoints
+    #
+
+    def create_platform_endpoint(
+        self,
+        context: RequestContext,
+        platform_application_arn: String,
+        token: String,
+        custom_user_data: String | None = None,
+        attributes: MapStringToString | None = None,
+        **kwargs,
+    ) -> CreateEndpointResponse:
+        store = self.get_store(context.account_id, context.region)
+        application = store.platform_applications.get(platform_application_arn)
+        if not application:
+            raise NotFoundException("PlatformApplication does not exist")
+        endpoint_arn = application.platform_endpoints.get(token, {})
+        attributes = attributes or {}
+        _validate_endpoint_attributes(attributes, allow_empty=True)
+        # CustomUserData can be specified both in attributes and as parameter. Attributes take precedence
+        attributes.setdefault(EndpointAttributeNames.CUSTOM_USER_DATA, custom_user_data)
+        _attributes = {"Enabled": "true", "Token": token, **attributes}
+        if endpoint_arn and (
+            platform_endpoint_details := store.platform_endpoints.get(endpoint_arn)
+        ):
+            # endpoint for that application with that particular token already exists
+            if not platform_endpoint_details.platform_endpoint["Attributes"] == _attributes:
+                raise InvalidParameterException(
+                    f"Invalid parameter: Token Reason: Endpoint {endpoint_arn} already exists with the same Token, but different attributes."
                 )
-                if raw_msg_delivery := sub_attributes.get("RawMessageDelivery"):
-                    sub_attributes["RawMessageDelivery"] = raw_msg_delivery.lower()
+            else:
+                return CreateEndpointResponse(EndpointArn=endpoint_arn)
+
+        endpoint_arn = create_platform_endpoint_arn(platform_application_arn)
+        platform_endpoint = PlatformEndpoint(
+            platform_application_arn=endpoint_arn,
+            platform_endpoint=Endpoint(
+                Attributes=_attributes,
+                EndpointArn=endpoint_arn,
+            ),
+        )
+        store.platform_endpoints[endpoint_arn] = platform_endpoint
+        application.platform_endpoints[token] = endpoint_arn
 
-        # An endpoint may only be subscribed to a topic once. Subsequent
-        # subscribe calls do nothing (subscribe is idempotent), except if its attributes are different.
-        for existing_topic_subscription in store.topic_subscriptions.get(topic_arn, []):
-            sub = store.subscriptions.get(existing_topic_subscription, {})
-            if sub.get("Endpoint") == endpoint:
-                if sub_attributes:
-                    # validate the subscription attributes aren't different
-                    for attr in sns_constants.VALID_SUBSCRIPTION_ATTR_NAME:
-                        # if a new attribute is present and different from an existent one, raise
-                        if (new_attr := sub_attributes.get(attr)) and sub.get(attr) != new_attr:
-                            raise InvalidParameterException(
-                                "Invalid parameter: Attributes Reason: Subscription already exists with different attributes"
-                            )
+        return CreateEndpointResponse(EndpointArn=endpoint_arn)
 
-                return SubscribeResponse(SubscriptionArn=sub["SubscriptionArn"])
+    def delete_endpoint(self, context: RequestContext, endpoint_arn: String, **kwargs) -> None:
+        store = self.get_store(context.account_id, context.region)
+        platform_endpoint_details = store.platform_endpoints.pop(endpoint_arn, None)
+        if platform_endpoint_details:
+            platform_application = store.platform_applications.get(
+                platform_endpoint_details.platform_application_arn
+            )
+            if platform_application:
+                platform_endpoint = platform_endpoint_details.platform_endpoint
+                platform_application.platform_endpoints.pop(
+                    platform_endpoint["Attributes"]["Token"], None
+                )
+
+    def list_endpoints_by_platform_application(
+        self,
+        context: RequestContext,
+        platform_application_arn: String,
+        next_token: String | None = None,
+        **kwargs,
+    ) -> ListEndpointsByPlatformApplicationResponse:
+        store = self.get_store(context.account_id, context.region)
+        platform_application = store.platform_applications.get(platform_application_arn)
+        if not platform_application:
+            raise NotFoundException("PlatformApplication does not exist")
+        endpoint_arns = platform_application.platform_endpoints.values()
+        paginated_endpoint_arns = PaginatedList(endpoint_arns)
+        page, token = paginated_endpoint_arns.get_page(
+            token_generator=lambda x: get_next_page_token_from_arn(x),
+            page_size=100,
+            next_token=next_token,
+        )
+
+        response = ListEndpointsByPlatformApplicationResponse(
+            Endpoints=[
+                store.platform_endpoints[endpoint_arn].platform_endpoint
+                for endpoint_arn in page
+                if endpoint_arn in store.platform_endpoints
+            ]
+        )
+        if token:
+            response["NextToken"] = token
+        return response
 
-        principal = sns_constants.DUMMY_SUBSCRIPTION_PRINCIPAL.format(
-            partition=get_partition(context.region), account_id=context.account_id
+    def get_endpoint_attributes(
+        self, context: RequestContext, endpoint_arn: String, **kwargs
+    ) -> GetEndpointAttributesResponse:
+        store = self.get_store(context.account_id, context.region)
+        platform_endpoint_details = store.platform_endpoints.get(endpoint_arn)
+        if not platform_endpoint_details:
+            raise NotFoundException("Endpoint does not exist")
+        attributes = platform_endpoint_details.platform_endpoint["Attributes"]
+        return GetEndpointAttributesResponse(Attributes=attributes)
+
+    def set_endpoint_attributes(
+        self, context: RequestContext, endpoint_arn: String, attributes: MapStringToString, **kwargs
+    ) -> None:
+        store = self.get_store(context.account_id, context.region)
+        platform_endpoint_details = store.platform_endpoints.get(endpoint_arn)
+        if not platform_endpoint_details:
+            raise NotFoundException("Endpoint does not exist")
+        _validate_endpoint_attributes(attributes)
+        attributes = attributes or {}
+        platform_endpoint_details.platform_endpoint["Attributes"].update(attributes)
+
+    #
+    # Sms operations
+    #
+
+    def set_sms_attributes(
+        self, context: RequestContext, attributes: MapStringToString, **kwargs
+    ) -> SetSMSAttributesResponse:
+        store = self.get_store(context.account_id, context.region)
+        _validate_sms_attributes(attributes)
+        _set_sms_attribute_default(store)
+        store.sms_attributes.update(attributes or {})
+        return SetSMSAttributesResponse()
+
+    def get_sms_attributes(
+        self, context: RequestContext, attributes: ListString | None = None, **kwargs
+    ) -> GetSMSAttributesResponse:
+        store = self.get_store(context.account_id, context.region)
+        _set_sms_attribute_default(store)
+        store_attributes = store.sms_attributes
+        return_attributes = {}
+        for k, v in store_attributes.items():
+            if not attributes or k in attributes:
+                return_attributes[k] = store_attributes[k]
+
+        return GetSMSAttributesResponse(attributes=return_attributes)
+
+    #
+    # Phone number operations
+    #
+
+    def check_if_phone_number_is_opted_out(
+        self, context: RequestContext, phone_number: PhoneNumber, **kwargs
+    ) -> CheckIfPhoneNumberIsOptedOutResponse:
+        store = sns_stores[context.account_id][context.region]
+        return CheckIfPhoneNumberIsOptedOutResponse(
+            isOptedOut=phone_number in store.PHONE_NUMBERS_OPTED_OUT
         )
-        subscription_arn = create_subscription_arn(topic_arn)
-        subscription = SnsSubscription(
-            # http://docs.aws.amazon.com/cli/latest/reference/sns/get-subscription-attributes.html
-            TopicArn=topic_arn,
-            Endpoint=endpoint,
-            Protocol=protocol,
-            SubscriptionArn=subscription_arn,
-            PendingConfirmation="true",
-            Owner=context.account_id,
-            RawMessageDelivery="false",  # default value, will be overridden if set
-            FilterPolicyScope="MessageAttributes",  # default value, will be overridden if set
-            SubscriptionPrincipal=principal,  # dummy value, could be fetched with a call to STS?
+
+    def list_phone_numbers_opted_out(
+        self, context: RequestContext, next_token: string | None = None, **kwargs
+    ) -> ListPhoneNumbersOptedOutResponse:
+        store = self.get_store(context.account_id, context.region)
+        numbers_opted_out = PaginatedList(store.PHONE_NUMBERS_OPTED_OUT)
+        page, nxt = numbers_opted_out.get_page(
+            token_generator=lambda x: x,
+            next_token=next_token,
+            page_size=100,
         )
-        if sub_attributes:
-            subscription.update(sub_attributes)
-            if "FilterPolicy" in sub_attributes:
-                filter_policy = (
-                    json.loads(sub_attributes["FilterPolicy"])
-                    if sub_attributes["FilterPolicy"]
-                    else None
-                )
-                if filter_policy:
-                    validator = FilterPolicyValidator(
-                        scope=subscription.get("FilterPolicyScope", "MessageAttributes"),
-                        is_subscribe_call=True,
-                    )
-                    validator.validate_filter_policy(filter_policy)
+        phone_numbers = {"phoneNumbers": page, "nextToken": nxt}
+        return ListPhoneNumbersOptedOutResponse(**phone_numbers)
 
-                store.subscription_filter_policy[subscription_arn] = filter_policy
+    def opt_in_phone_number(
+        self, context: RequestContext, phone_number: PhoneNumber, **kwargs
+    ) -> OptInPhoneNumberResponse:
+        _validate_phone_number(phone_number)
+        store = self.get_store(context.account_id, context.region)
+        if phone_number in store.PHONE_NUMBERS_OPTED_OUT:
+            store.PHONE_NUMBERS_OPTED_OUT.remove(phone_number)
+        return OptInPhoneNumberResponse()
 
-        store.subscriptions[subscription_arn] = subscription
+    #
+    # Permission operations
+    #
 
-        topic_subscriptions = store.topic_subscriptions.setdefault(topic_arn, [])
-        topic_subscriptions.append(subscription_arn)
+    def add_permission(
+        self,
+        context: RequestContext,
+        topic_arn: topicARN,
+        label: label,
+        aws_account_id: DelegatesList,
+        action_name: ActionsList,
+        **kwargs,
+    ) -> None:
+        topic: Topic = self._get_topic(topic_arn, context)
+        policy = json.loads(topic["attributes"]["Policy"])
+        statement = next(
+            (statement for statement in policy["Statement"] if statement["Sid"] == label),
+            None,
+        )
 
-        # store the token and subscription arn
-        # TODO: the token is a 288 hex char string
-        subscription_token = encode_subscription_token_with_region(region=context.region)
-        store.subscription_tokens[subscription_token] = subscription_arn
+        if statement:
+            raise InvalidParameterException("Invalid parameter: Statement already exists")
 
-        response_subscription_arn = subscription_arn
-        # Send out confirmation message for HTTP(S), fix for https://github.com/localstack/localstack/issues/881
-        if protocol in ["http", "https"]:
-            message_ctx = SnsMessage(
-                type=SnsMessageType.SubscriptionConfirmation,
-                token=subscription_token,
-                message=f"You have chosen to subscribe to the topic {topic_arn}.\nTo confirm the subscription, visit the SubscribeURL included in this message.",
-            )
-            publish_ctx = SnsPublishContext(
-                message=message_ctx,
-                store=store,
-                request_headers=context.request.headers,
-                topic_attributes=vars(self._get_topic(topic_arn, context)),
-            )
-            self._publisher.publish_to_topic_subscriber(
-                ctx=publish_ctx,
-                topic_arn=topic_arn,
-                subscription_arn=subscription_arn,
+        if any(action not in VALID_POLICY_ACTIONS for action in action_name):
+            raise InvalidParameterException(
+                "Invalid parameter: Policy statement action out of service scope!"
             )
-            if not return_subscription_arn:
-                response_subscription_arn = "pending confirmation"
 
-        elif protocol not in ["email", "email-json"]:
-            # Only HTTP(S) and email subscriptions are not auto validated
-            # Except if the endpoint and the topic are not in the same AWS account, then you'd need to manually confirm
-            # the subscription with the token
-            # TODO: revisit for multi-account
-            # TODO: test with AWS for email & email-json confirmation message
-            # we need to add the following check:
-            # if parsed_topic_arn["account"] == endpoint account (depending on the type, SQS, lambda, parse the arn)
-            subscription["PendingConfirmation"] = "false"
-            subscription["ConfirmationWasAuthenticated"] = "true"
+        principals = [
+            f"arn:{get_partition(context.region)}:iam::{account_id}:root"
+            for account_id in aws_account_id
+        ]
+        actions = [f"SNS:{action}" for action in action_name]
+
+        statement = {
+            "Sid": label,
+            "Effect": "Allow",
+            "Principal": {"AWS": principals[0] if len(principals) == 1 else principals},
+            "Action": actions[0] if len(actions) == 1 else actions,
+            "Resource": topic_arn,
+        }
 
-        return SubscribeResponse(SubscriptionArn=response_subscription_arn)
+        policy["Statement"].append(statement)
+        topic["attributes"]["Policy"] = json.dumps(policy)
+
+    def remove_permission(
+        self, context: RequestContext, topic_arn: topicARN, label: label, **kwargs
+    ) -> None:
+        topic = self._get_topic(topic_arn, context)
+        policy = json.loads(topic["attributes"]["Policy"])
+        statements = policy["Statement"]
+        statements = [statement for statement in statements if statement["Sid"] != label]
+        policy["Statement"] = statements
+        topic["attributes"]["Policy"] = json.dumps(policy)
+
+    #
+    # Data Protection Policy operations
+    #
+
+    def get_data_protection_policy(
+        self, context: RequestContext, resource_arn: topicARN, **kwargs
+    ) -> GetDataProtectionPolicyResponse:
+        topic = self._get_topic(resource_arn, context)
+        return GetDataProtectionPolicyResponse(
+            DataProtectionPolicy=topic.get("data_protection_policy")
+        )
+
+    def put_data_protection_policy(
+        self,
+        context: RequestContext,
+        resource_arn: topicARN,
+        data_protection_policy: attributeValue,
+        **kwargs,
+    ) -> None:
+        topic = self._get_topic(resource_arn, context)
+        topic["data_protection_policy"] = data_protection_policy
+
+    def list_tags_for_resource(
+        self, context: RequestContext, resource_arn: AmazonResourceName, **kwargs
+    ) -> ListTagsForResourceResponse:
+        store = sns_stores[context.account_id][context.region]
+        tags = store.TAGS.list_tags_for_resource(resource_arn)
+        return ListTagsForResourceResponse(Tags=tags.get("Tags"))
 
     def tag_resource(
         self, context: RequestContext, resource_arn: AmazonResourceName, tags: TagList, **kwargs
     ) -> TagResourceResponse:
-        # each tag key must be unique
-        # https://docs.aws.amazon.com/general/latest/gr/aws_tagging.html#tag-best-practices
         unique_tag_keys = {tag["Key"] for tag in tags}
         if len(unique_tag_keys) < len(tags):
             raise InvalidParameterException("Invalid parameter: Duplicated keys are not allowed.")
-
-        call_moto(context)
-        store = self.get_store(context.account_id, context.region)
-        existing_tags = store.sns_tags.get(resource_arn, [])
-
-        def existing_tag_index(_item):
-            for idx, tag in enumerate(existing_tags):
-                if _item["Key"] == tag["Key"]:
-                    return idx
-            return None
-
-        for item in tags:
-            existing_index = existing_tag_index(item)
-            if existing_index is None:
-                existing_tags.append(item)
-            else:
-                existing_tags[existing_index] = item
-
-        store.sns_tags[resource_arn] = existing_tags
+        store = sns_stores[context.account_id][context.region]
+        store.TAGS.tag_resource(resource_arn, tags)
         return TagResourceResponse()
 
-    def delete_topic(self, context: RequestContext, topic_arn: topicARN, **kwargs) -> None:
-        parsed_arn = parse_and_validate_topic_arn(topic_arn)
-        if context.region != parsed_arn["region"]:
-            raise InvalidParameterException("Invalid parameter: TopicArn")
-
-        call_moto(context)
-        store = self.get_store(account_id=parsed_arn["account"], region_name=context.region)
-        topic_subscriptions = store.topic_subscriptions.pop(topic_arn, [])
-        for topic_sub in topic_subscriptions:
-            store.subscriptions.pop(topic_sub, None)
-
-        store.sns_tags.pop(topic_arn, None)
-
-    def create_topic(
+    def untag_resource(
         self,
         context: RequestContext,
-        name: topicName,
-        attributes: TopicAttributesMap = None,
-        tags: TagList = None,
-        data_protection_policy: attributeValue = None,
+        resource_arn: AmazonResourceName,
+        tag_keys: TagKeyList,
         **kwargs,
-    ) -> CreateTopicResponse:
-        moto_response = call_moto(context)
-        store = self.get_store(account_id=context.account_id, region_name=context.region)
-        topic_arn = moto_response["TopicArn"]
-        tag_resource_success = extract_tags(topic_arn, tags, True, store)
-        if not tag_resource_success:
-            raise InvalidParameterException(
-                "Invalid parameter: Tags Reason: Topic already exists with different tags"
-            )
-        if tags:
-            self.tag_resource(context=context, resource_arn=topic_arn, tags=tags)
-        store.topic_subscriptions.setdefault(topic_arn, [])
-        return CreateTopicResponse(TopicArn=topic_arn)
-
-
-def is_raw_message_delivery(susbcriber):
-    return susbcriber.get("RawMessageDelivery") in ("true", True, "True")
-
+    ) -> UntagResourceResponse:
+        store = sns_stores[context.account_id][context.region]
+        store.TAGS.untag_resource(resource_arn, tag_keys)
+        return UntagResourceResponse()
 
-def validate_subscription_attribute(
-    attribute_name: str,
-    attribute_value: str,
-    topic_arn: str,
-    endpoint: str,
-    is_subscribe_call: bool = False,
-) -> None:
-    """
-    Validate the subscription attribute to be set. See:
-    https://docs.aws.amazon.com/sns/latest/api/API_SetSubscriptionAttributes.html
-    :param attribute_name: the subscription attribute name, must be in VALID_SUBSCRIPTION_ATTR_NAME
-    :param attribute_value: the subscription attribute value
-    :param topic_arn: the topic_arn of the subscription, needed to know if it is FIFO
-    :param endpoint: the subscription endpoint (like an SQS queue ARN)
-    :param is_subscribe_call: the error message is different if called from Subscribe or SetSubscriptionAttributes
-    :raises InvalidParameterException
-    :return:
-    """
-    error_prefix = (
-        "Invalid parameter: Attributes Reason: " if is_subscribe_call else "Invalid parameter: "
-    )
-    if attribute_name not in sns_constants.VALID_SUBSCRIPTION_ATTR_NAME:
-        raise InvalidParameterException(f"{error_prefix}AttributeName")
+    @staticmethod
+    def get_store(account_id: str, region: str) -> SnsStore:
+        return sns_stores[account_id][region]
 
-    if attribute_name == "FilterPolicy":
+    @staticmethod
+    def _get_topic(arn: str, context: RequestContext, multi_region: bool = False) -> Topic:
+        """
+        :param arn: the Topic ARN
+        :param context: the RequestContext of the request
+        :return: the model Topic
+        """
+        arn_data = parse_and_validate_topic_arn(arn)
+        if not multi_region and context.region != arn_data["region"]:
+            raise InvalidParameterException("Invalid parameter: TopicArn")
         try:
-            json.loads(attribute_value or "{}")
-        except json.JSONDecodeError:
-            raise InvalidParameterException(f"{error_prefix}FilterPolicy: failed to parse JSON.")
-    elif attribute_name == "FilterPolicyScope":
-        if attribute_value not in ("MessageAttributes", "MessageBody"):
-            raise InvalidParameterException(
-                f"{error_prefix}FilterPolicyScope: Invalid value [{attribute_value}]. "
-                f"Please use either MessageBody or MessageAttributes"
-            )
-    elif attribute_name == "RawMessageDelivery":
-        # TODO: only for SQS and https(s) subs, + firehose
-        if attribute_value.lower() not in ("true", "false"):
-            raise InvalidParameterException(
-                f"{error_prefix}RawMessageDelivery: Invalid value [{attribute_value}]. "
-                f"Must be true or false."
-            )
+            store = SnsProvider.get_store(arn_data["account"], arn_data["region"])
+            return store.topics[arn]
+        except KeyError:
+            raise NotFoundException("Topic does not exist")
 
-    elif attribute_name == "RedrivePolicy":
-        try:
-            dlq_target_arn = json.loads(attribute_value).get("deadLetterTargetArn", "")
-        except json.JSONDecodeError:
-            raise InvalidParameterException(f"{error_prefix}RedrivePolicy: failed to parse JSON.")
+    @staticmethod
+    def _get_platform_application(
+        platform_application_arn: str, context: RequestContext
+    ) -> PlatformApplication:
+        parse_and_validate_platform_application_arn(platform_application_arn)
         try:
-            parsed_arn = parse_arn(dlq_target_arn)
-        except InvalidArnException:
-            raise InvalidParameterException(
-                f"{error_prefix}RedrivePolicy: deadLetterTargetArn is an invalid arn"
-            )
+            store = SnsProvider.get_store(context.account_id, context.region)
+            return store.platform_applications[platform_application_arn].platform_application
+        except KeyError:
+            raise NotFoundException("PlatformApplication does not exist")
 
-        if topic_arn.endswith(".fifo"):
-            if endpoint.endswith(".fifo") and (
-                not parsed_arn["resource"].endswith(".fifo") or "sqs" not in parsed_arn["service"]
-            ):
-                raise InvalidParameterException(
-                    f"{error_prefix}RedrivePolicy: must use a FIFO queue as DLQ for a FIFO Subscription to a FIFO Topic."
-                )
+
+def _create_topic(name: str, attributes: dict, context: RequestContext) -> Topic:
+    topic_arn = sns_topic_arn(
+        topic_name=name, region_name=context.region, account_id=context.account_id
+    )
+    topic: Topic = {
+        "name": name,
+        "arn": topic_arn,
+        "attributes": {},
+        "subscriptions": [],
+    }
+    attrs = _default_attributes(topic, context)
+    attrs.update(attributes or {})
+    topic["attributes"] = attrs
+
+    return topic
+
+
+def _default_attributes(topic: Topic, context: RequestContext) -> TopicAttributesMap:
+    default_attributes = {
+        "DisplayName": "",
+        "Owner": context.account_id,
+        "Policy": create_default_topic_policy(topic["arn"]),
+        "SubscriptionsConfirmed": "0",
+        "SubscriptionsDeleted": "0",
+        "SubscriptionsPending": "0",
+        "TopicArn": topic["arn"],
+    }
+    if topic["name"].endswith(".fifo"):
+        default_attributes.update(
+            {
+                "ContentBasedDeduplication": "false",
+                "FifoTopic": "false",
+            }
+        )
+    return default_attributes
+
+
+def _create_default_effective_delivery_policy():
+    return json.dumps(
+        {
+            "http": {
+                "defaultHealthyRetryPolicy": {
+                    "minDelayTarget": 20,
+                    "maxDelayTarget": 20,
+                    "numRetries": 3,
+                    "numMaxDelayRetries": 0,
+                    "numNoDelayRetries": 0,
+                    "numMinDelayRetries": 0,
+                    "backoffFunction": "linear",
+                },
+                "disableSubscriptionOverrides": False,
+                "defaultRequestPolicy": {"headerContentType": "text/plain; charset=UTF-8"},
+            }
+        }
+    )
 
 
-def validate_message_attributes(
+def _validate_message_attributes(
     message_attributes: MessageAttributeMap, position: int | None = None
 ) -> None:
     """
@@ -981,7 +1358,7 @@ def validate_message_attributes(
             raise InvalidParameterValueException(
                 "Length of message attribute name must be less than 256 bytes."
             )
-        validate_message_attribute_name(attr_name)
+        _validate_message_attribute_name(attr_name)
         # `DataType` is a required field for MessageAttributeValue
         if (data_type := attr.get("DataType")) is None:
             if position:
@@ -999,7 +1376,7 @@ def validate_message_attributes(
             "String",
             "Number",
             "Binary",
-        ) and not sns_constants.ATTR_TYPE_REGEX.match(data_type):
+        ) and not ATTR_TYPE_REGEX.match(data_type):
             raise InvalidParameterValueException(
                 f"The message attribute '{attr_name}' has an invalid message attribute type, the set of supported type prefixes is Binary, Number, and String."
             )
@@ -1020,14 +1397,14 @@ def validate_message_attributes(
             )
 
 
-def validate_message_attribute_name(name: str) -> None:
+def _validate_message_attribute_name(name: str) -> None:
     """
     Validate the message attribute name with the specification of AWS.
     The message attribute name can contain the following characters: A-Z, a-z, 0-9, underscore(_), hyphen(-), and period (.). The name must not start or end with a period, and it should not have successive periods.
     :param name: message attribute name
     :raises InvalidParameterValueException: if the name does not conform to the spec
     """
-    if not sns_constants.MSG_ATTR_NAME_REGEX.match(name):
+    if not MSG_ATTR_NAME_REGEX.match(name):
         # find the proper exception
         if name[0] == ".":
             raise InvalidParameterValueException(
@@ -1039,7 +1416,7 @@ def validate_message_attribute_name(name: str) -> None:
             )
 
         for idx, char in enumerate(name):
-            if char not in sns_constants.VALID_MSG_ATTR_NAME_CHARS:
+            if char not in VALID_MSG_ATTR_NAME_CHARS:
                 # change prefix from 0x to #x, without capitalizing the x
                 hex_char = "#x" + hex(ord(char)).upper()[2:]
                 raise InvalidParameterValueException(
@@ -1052,95 +1429,92 @@ def validate_message_attribute_name(name: str) -> None:
                 )
 
 
-def validate_batch_entry_id(entry_id: str) -> None:
-    """
-    Validate the batch entry ID according to AWS specifications.
-    The ID can only contain alphanumeric characters, hyphens, and underscores,
-    and must be between 1 and 80 characters in length.
-    See: https://docs.aws.amazon.com/sns/latest/api/API_PublishBatchRequestEntry.html
-
-    :param entry_id: the batch entry ID to validate
-    :raises InvalidBatchEntryIdException: if the ID does not conform to the spec
-    """
-    # Check length constraint (1-80 characters)
-    if len(entry_id) > 80:
-        raise InvalidBatchEntryIdException(
-            f"The Id of a batch entry in the batch request is too long: {entry_id}"
-        )
+def _validate_platform_application_name(name: str) -> None:
+    reason = ""
+    if not name:
+        reason = "cannot be empty"
+    elif not re.match(r"^.{0,256}$", name):
+        reason = "must be at most 256 characters long"
+    elif not re.match(r"^[A-Za-z0-9._-]+$", name):
+        reason = "must contain only characters 'a'-'z', 'A'-'Z', '0'-'9', '_', '-', and '.'"
 
-    # Check character pattern (alphanumeric, hyphen, underscore only)
-    if not sns_constants.BATCH_ENTRY_ID_REGEX.match(entry_id):
-        raise InvalidBatchEntryIdException(
-            f"The Id of a batch entry in the batch request contains an impermissible character: {entry_id}"
-        )
+    if reason:
+        raise InvalidParameterException(f"Invalid parameter: {name} Reason: {reason}")
 
 
-def extract_tags(
-    topic_arn: str, tags: TagList, is_create_topic_request: bool, store: SnsStore
-) -> bool:
-    existing_tags = list(store.sns_tags.get(topic_arn, []))
-    # if this is none there is nothing to check
-    if topic_arn in store.topic_subscriptions:
-        if tags is None:
-            tags = []
-        for tag in tags:
-            # this means topic already created with empty tags and when we try to create it
-            # again with other tag value then it should fail according to aws documentation.
-            if is_create_topic_request and existing_tags is not None and tag not in existing_tags:
-                return False
-    return True
+def _validate_platform_application_attributes(attributes: dict) -> None:
+    _check_empty_attributes(attributes)
 
 
-def parse_and_validate_topic_arn(topic_arn: str | None) -> ArnData:
-    topic_arn = topic_arn or ""
-    try:
-        return parse_arn(topic_arn)
-    except InvalidArnException:
-        count = len(topic_arn.split(":"))
-        raise InvalidParameterException(
-            f"Invalid parameter: TopicArn Reason: An ARN must have at least 6 elements, not {count}"
+def _check_empty_attributes(attributes: dict) -> None:
+    if not attributes:
+        raise CommonServiceException(
+            code="ValidationError",
+            message="1 validation error detected: Value null at 'attributes' failed to satisfy constraint: Member must not be null",
+            sender_fault=True,
         )
 
 
-def create_subscription_arn(topic_arn: str) -> str:
-    # This is the format of a Subscription ARN
-    # arn:aws:sns:us-west-2:123456789012:my-topic:8a21d249-4329-4871-acc6-7be709c6ea7f
-    return f"{topic_arn}:{uuid4()}"
+def _validate_endpoint_attributes(attributes: dict, allow_empty: bool = False) -> None:
+    if not allow_empty:
+        _check_empty_attributes(attributes)
+    for key in attributes:
+        if key not in EndpointAttributeNames:
+            raise InvalidParameterException(
+                f"Invalid parameter: Attributes Reason: Invalid attribute name: {key}"
+            )
+    if len(attributes.get(EndpointAttributeNames.CUSTOM_USER_DATA, "")) > 2048:
+        raise InvalidParameterException(
+            "Invalid parameter: Attributes Reason: Invalid value for attribute: CustomUserData: must be at most 2048 bytes long in UTF-8 encoding"
+        )
 
 
-def encode_subscription_token_with_region(region: str) -> str:
-    """
-    Create a 64 characters Subscription Token with the region encoded
-    :param region:
-    :return: a subscription token with the region encoded
-    """
-    return ((region.encode() + b"/").hex() + short_uid() * 8)[:64]
+def _validate_sms_attributes(attributes: dict) -> None:
+    for k, v in attributes.items():
+        if k not in SMS_ATTRIBUTE_NAMES:
+            raise InvalidParameterException(f"{k} is not a valid attribute")
+    default_send_id = attributes.get("DefaultSendID")
+    if default_send_id and not re.match(SMS_DEFAULT_SENDER_REGEX, default_send_id):
+        raise InvalidParameterException("DefaultSendID is not a valid attribute")
+    sms_type = attributes.get("DefaultSMSType")
+    if sms_type and sms_type not in SMS_TYPES:
+        raise InvalidParameterException("DefaultSMSType is invalid")
 
 
-def get_region_from_subscription_token(token: str) -> str:
-    """
-    Try to decode and return the region from a subscription token
-    :param token:
-    :return: the region if able to decode it
-    :raises: InvalidParameterException if the token is invalid
-    """
-    try:
-        region = token.split("2f", maxsplit=1)[0]
-        return bytes.fromhex(region).decode("utf-8")
-    except (IndexError, ValueError, TypeError, UnicodeDecodeError):
-        raise InvalidParameterException("Invalid parameter: Token")
+def _set_sms_attribute_default(store: SnsStore) -> None:
+    # TODO: don't call this on every sms attribute crud api call
+    store.sms_attributes.setdefault("MonthlySpendLimit", "1")
 
 
-def get_next_page_token_from_arn(resource_arn: str) -> str:
-    return to_str(base64.b64encode(to_bytes(resource_arn)))
+def _validate_phone_number(phone_number: str):
+    if not re.match(E164_REGEX, phone_number):
+        raise InvalidParameterException(
+            "Invalid parameter: PhoneNumber Reason: input incorrectly formatted"
+        )
 
 
-def _get_byte_size(payload: str | bytes) -> int:
-    # Calculate the real length of the byte object if the object is a string
-    return len(to_bytes(payload))
+def _check_matching_tags(topic_arn: str, tags: TagList | None, store: SnsStore) -> bool:
+    """
+    Checks if a topic to be created doesn't already exist with different tags
+    :param topic_arn: Arn of the topic
+    :param tags: Tags to be checked
+    :param store: Store object that holds the topics and tags
+    :return: False if there is a mismatch in tags, True otherwise
+    """
+    existing_tags = store.TAGS.list_tags_for_resource(topic_arn)["Tags"]
+    # if this is none there is nothing to check
+    if topic_arn in store.topics:
+        if tags is None:
+            tags = []
+        for tag in tags:
+            # this means topic already created with empty tags and when we try to create it
+            # again with other tag value then it should fail according to aws documentation.
+            if existing_tags is not None and tag not in existing_tags:
+                return False
+    return True
 
 
-def get_total_publish_size(
+def _get_total_publish_size(
     message_body: str, message_attributes: MessageAttributeMap | None
 ) -> int:
     size = _get_byte_size(message_body)
@@ -1158,32 +1532,18 @@ def get_total_publish_size(
     return size
 
 
-def register_sns_api_resource(router: Router):
+def _get_byte_size(payload: str | bytes) -> int:
+    # Calculate the real length of the byte object if the object is a string
+    return len(to_bytes(payload))
+
+
+def _register_sns_api_resource(router: Router):
     """Register the retrospection endpoints as internal LocalStack endpoints."""
     router.add(SNSServicePlatformEndpointMessagesApiResource())
     router.add(SNSServiceSMSMessagesApiResource())
     router.add(SNSServiceSubscriptionTokenApiResource())
 
 
-def _format_messages(sent_messages: list[dict[str, str]], validated_keys: list[str]):
-    """
-    This method format the messages to be more readable and undo the format change that was needed for Moto
-    Should be removed once we refactor SNS.
-    """
-    formatted_messages = []
-    for sent_message in sent_messages:
-        msg = {
-            key: json.dumps(value)
-            if key == "Message" and sent_message.get("MessageStructure") == "json"
-            else value
-            for key, value in sent_message.items()
-            if key in validated_keys
-        }
-        formatted_messages.append(msg)
-
-    return formatted_messages
-
-
 class SNSInternalResource:
     resource_type: str
     """Base class with helper to properly track usage of internal endpoints"""
@@ -1226,7 +1586,7 @@ class SNSServicePlatformEndpointMessagesApiResource(SNSInternalResource):
         "MessageId",
     ]
 
-    @route(sns_constants.PLATFORM_ENDPOINT_MSGS_ENDPOINT, methods=["GET"])
+    @route(PLATFORM_ENDPOINT_MSGS_ENDPOINT, methods=["GET"])
     @count_usage
     def on_get(self, request: Request):
         filter_endpoint_arn = request.args.get("endpointArn")
@@ -1258,7 +1618,7 @@ def on_get(self, request: Request):
             "region": region,
         }
 
-    @route(sns_constants.PLATFORM_ENDPOINT_MSGS_ENDPOINT, methods=["DELETE"])
+    @route(PLATFORM_ENDPOINT_MSGS_ENDPOINT, methods=["DELETE"])
     @count_usage
     def on_delete(self, request: Request) -> Response:
         filter_endpoint_arn = request.args.get("endpointArn")
@@ -1281,6 +1641,33 @@ def on_delete(self, request: Request) -> Response:
         return Response("", status=204)
 
 
+def register_sns_api_resource(router: Router):
+    """Register the retrospection endpoints as internal LocalStack endpoints."""
+    router.add(SNSServicePlatformEndpointMessagesApiResource())
+    router.add(SNSServiceSMSMessagesApiResource())
+    router.add(SNSServiceSubscriptionTokenApiResource())
+    router.add(SNSServiceSMSPhoneOptOutResource())
+
+
+def _format_messages(sent_messages: list[dict[str, str]], validated_keys: list[str]):
+    """
+    This method format the messages to be more readable and undo the format change that was needed for Moto
+    Should be removed once we refactor SNS.
+    """
+    formatted_messages = []
+    for sent_message in sent_messages:
+        msg = {
+            key: json.dumps(value)
+            if key == "Message" and sent_message.get("MessageStructure") == "json"
+            else value
+            for key, value in sent_message.items()
+            if key in validated_keys
+        }
+        formatted_messages.append(msg)
+
+    return formatted_messages
+
+
 class SNSServiceSMSMessagesApiResource(SNSInternalResource):
     resource_type = "sms-message"
     """Provides a REST API for retrospective access to SMS messages sent via SNS.
@@ -1304,7 +1691,7 @@ class SNSServiceSMSMessagesApiResource(SNSInternalResource):
         "Subject",
     ]
 
-    @route(sns_constants.SMS_MSGS_ENDPOINT, methods=["GET"])
+    @route(SMS_MSGS_ENDPOINT, methods=["GET"])
     @count_usage
     def on_get(self, request: Request):
         account_id = request.args.get("accountId", DEFAULT_AWS_ACCOUNT_ID)
@@ -1331,7 +1718,7 @@ def on_get(self, request: Request):
             "region": region,
         }
 
-    @route(sns_constants.SMS_MSGS_ENDPOINT, methods=["DELETE"])
+    @route(SMS_MSGS_ENDPOINT, methods=["DELETE"])
     @count_usage
     def on_delete(self, request: Request) -> Response:
         account_id = request.args.get("accountId", DEFAULT_AWS_ACCOUNT_ID)
@@ -1360,7 +1747,7 @@ class SNSServiceSubscriptionTokenApiResource(SNSInternalResource):
     - GET `subscription_arn`: `subscriptionArn`resource in SNS for which you want the SubscriptionToken
     """
 
-    @route(f"{sns_constants.SUBSCRIPTION_TOKENS_ENDPOINT}/<path:subscription_arn>", methods=["GET"])
+    @route(f"{SUBSCRIPTION_TOKENS_ENDPOINT}/<path:subscription_arn>", methods=["GET"])
     @count_usage
     def on_get(self, _request: Request, subscription_arn: str):
         try:
@@ -1392,3 +1779,27 @@ def on_get(self, _request: Request, subscription_arn: str):
             }
         )
         return response
+
+
+class SNSServiceSMSPhoneOptOutResource(SNSInternalResource):
+    resource_type = "phone-number-opt-out"
+    """Provides a REST API for adding phone numbers to the opt out list for testing purposes.
+    In AWS this seems to be handled by pin-point, which is scheduled for deprecation.
+
+    This is registered as a LocalStack internal HTTP resource.
+
+    This endpoint accepts:
+    - POST data `phoneNumber`: phone number to be opted out in SNS
+    - POST data `accountId`: account ID
+    """
+
+    @route(SMS_PHONE_NUMBER_OPT_OUT_ENDPOINT, methods=["POST"])
+    @count_usage
+    def on_post(self, request: Request):
+        data = json.loads(request.data) or {}
+        account_id = data.get("accountId", DEFAULT_AWS_ACCOUNT_ID)
+        region = AWS_REGION_US_EAST_1  # opt-out list is account-wide
+        opt_out_phone_number = data.get("phoneNumber")
+        store: SnsStore = sns_stores[account_id][region]
+        if opt_out_phone_number:
+            store.PHONE_NUMBERS_OPTED_OUT.add(opt_out_phone_number)
diff --git a/localstack-core/localstack/services/sns/publisher.py b/localstack-core/localstack/services/sns/publisher.py
index ce60bd514a5d7..cbad68dc263c0 100644
--- a/localstack-core/localstack/services/sns/publisher.py
+++ b/localstack-core/localstack/services/sns/publisher.py
@@ -30,7 +30,7 @@
     SnsStore,
     SnsSubscription,
 )
-from localstack.services.sns.v2.utils import get_topic_subscriptions, snake_to_pascal_case
+from localstack.services.sns.utils import get_topic_subscriptions, snake_to_pascal_case
 from localstack.utils.aws.arns import (
     PARTITION_NAMES,
     extract_account_id_from_arn,
diff --git a/localstack-core/localstack/services/sns/resource_providers/aws_sns_topicpolicy.py b/localstack-core/localstack/services/sns/resource_providers/aws_sns_topicpolicy.py
index a9f88c2765538..bbe17c09466a4 100644
--- a/localstack-core/localstack/services/sns/resource_providers/aws_sns_topicpolicy.py
+++ b/localstack-core/localstack/services/sns/resource_providers/aws_sns_topicpolicy.py
@@ -14,7 +14,7 @@
     ResourceProvider,
     ResourceRequest,
 )
-from localstack.services.sns.models import create_default_sns_topic_policy
+from localstack.services.sns.provider import create_default_topic_policy
 
 
 class SNSTopicPolicyProperties(TypedDict):
@@ -99,7 +99,7 @@ def delete(
                 sns.set_topic_attributes(
                     TopicArn=topic_arn,
                     AttributeName="Policy",
-                    AttributeValue=json.dumps(create_default_sns_topic_policy(topic_arn)),
+                    AttributeValue=create_default_topic_policy(topic_arn),
                 )
 
             except ClientError as err:
diff --git a/localstack-core/localstack/services/sns/v2/utils.py b/localstack-core/localstack/services/sns/utils.py
similarity index 84%
rename from localstack-core/localstack/services/sns/v2/utils.py
rename to localstack-core/localstack/services/sns/utils.py
index 69665b229210c..cfad0431b5b2f 100644
--- a/localstack-core/localstack/services/sns/v2/utils.py
+++ b/localstack-core/localstack/services/sns/utils.py
@@ -6,7 +6,7 @@
 
 from localstack.aws.api.sns import InvalidParameterException
 from localstack.services.sns.constants import E164_REGEX, VALID_SUBSCRIPTION_ATTR_NAME
-from localstack.services.sns.v2.models import SnsStore, SnsSubscription
+from localstack.services.sns.models import SnsStore, SnsSubscription
 from localstack.utils.aws.arns import ArnData, parse_arn
 from localstack.utils.strings import short_uid, to_bytes, to_str
 
@@ -152,3 +152,33 @@ def get_topic_subscriptions(store: SnsStore, topic_arn: str) -> list[SnsSubscrip
 
     subscriptions = [store.subscriptions[k] for k in sub_arns if k in store.subscriptions]
     return subscriptions
+
+
+def create_default_topic_policy(topic_arn: str) -> str:
+    return json.dumps(
+        {
+            "Version": "2008-10-17",
+            "Id": "__default_policy_ID",
+            "Statement": [
+                {
+                    "Effect": "Allow",
+                    "Sid": "__default_statement_ID",
+                    "Principal": {"AWS": "*"},
+                    "Action": [
+                        "SNS:GetTopicAttributes",
+                        "SNS:SetTopicAttributes",
+                        "SNS:AddPermission",
+                        "SNS:RemovePermission",
+                        "SNS:DeleteTopic",
+                        "SNS:Subscribe",
+                        "SNS:ListSubscriptionsByTopic",
+                        "SNS:Publish",
+                    ],
+                    "Resource": topic_arn,
+                    "Condition": {
+                        "StringEquals": {"AWS:SourceOwner": parse_arn(topic_arn)["account"]}
+                    },
+                }
+            ],
+        }
+    )
diff --git a/localstack-core/localstack/services/sns/v2/models.py b/localstack-core/localstack/services/sns/v2/models.py
deleted file mode 100644
index f00618e9b9b16..0000000000000
--- a/localstack-core/localstack/services/sns/v2/models.py
+++ /dev/null
@@ -1,201 +0,0 @@
-import itertools
-import time
-from dataclasses import dataclass, field
-from enum import StrEnum
-from typing import Literal, TypedDict
-
-from localstack.aws.api.sns import (
-    Endpoint,
-    MessageAttributeMap,
-    PhoneNumber,
-    PlatformApplication,
-    PublishBatchRequestEntry,
-    TopicAttributesMap,
-    subscriptionARN,
-    topicARN,
-)
-from localstack.services.stores import (
-    AccountRegionBundle,
-    BaseStore,
-    CrossRegionAttribute,
-    LocalAttribute,
-)
-from localstack.utils.objects import singleton_factory
-from localstack.utils.strings import long_uid
-from localstack.utils.tagging import TaggingService
-
-
-class Topic(TypedDict, total=True):
-    arn: str
-    name: str
-    attributes: TopicAttributesMap
-    data_protection_policy: str
-    subscriptions: list[str]
-
-
-SnsProtocols = Literal[
-    "http", "https", "email", "email-json", "sms", "sqs", "application", "lambda", "firehose"
-]
-
-SnsApplicationPlatforms = Literal[
-    "APNS", "APNS_SANDBOX", "ADM", "FCM", "Baidu", "GCM", "MPNS", "WNS"
-]
-
-
-class EndpointAttributeNames(StrEnum):
-    CUSTOM_USER_DATA = "CustomUserData"
-    Token = "Token"
-    ENABLED = "Enabled"
-
-
-SMS_ATTRIBUTE_NAMES = [
-    "DeliveryStatusIAMRole",
-    "DeliveryStatusSuccessSamplingRate",
-    "DefaultSenderID",
-    "DefaultSMSType",
-    "UsageReportS3Bucket",
-]
-SMS_TYPES = ["Promotional", "Transactional"]
-SMS_DEFAULT_SENDER_REGEX = r"^(?=[A-Za-z0-9]{1,11}$)(?=.*[A-Za-z])[A-Za-z0-9]+$"
-SnsMessageProtocols = Literal[SnsProtocols, SnsApplicationPlatforms]
-
-
-class SnsSubscription(TypedDict, total=False):
-    """
-    In SNS, Subscription can be represented with only TopicArn, Endpoint, Protocol, SubscriptionArn and Owner, for
-    example in ListSubscriptions. However, when getting a subscription with GetSubscriptionAttributes, it will return
-    the Subscription object merged with its own attributes.
-    This represents this merged object, for internal use and in GetSubscriptionAttributes
-    https://docs.aws.amazon.com/cli/latest/reference/sns/get-subscription-attributes.html
-    """
-
-    TopicArn: topicARN
-    Endpoint: str
-    Protocol: SnsProtocols
-    SubscriptionArn: subscriptionARN
-    PendingConfirmation: Literal["true", "false"]
-    Owner: str | None
-    SubscriptionPrincipal: str | None
-    FilterPolicy: str | None
-    FilterPolicyScope: Literal["MessageAttributes", "MessageBody"]
-    RawMessageDelivery: Literal["true", "false"]
-    ConfirmationWasAuthenticated: Literal["true", "false"]
-    SubscriptionRoleArn: str | None
-    DeliveryPolicy: str | None
-
-
-@singleton_factory
-def global_sns_message_sequence():
-    # creates a 20-digit number used as the start for the global sequence, adds 100 for it to be different from SQS's
-    # mostly for testing purpose, both global sequence would be initialized at the same and be identical
-    start = int(time.time() + 100) << 33
-    # itertools.count is thread safe over the GIL since its getAndIncrement operation is a single python bytecode op
-    return itertools.count(start)
-
-
-def get_next_sequence_number():
-    return next(global_sns_message_sequence())
-
-
-class SnsMessageType(StrEnum):
-    Notification = "Notification"
-    SubscriptionConfirmation = "SubscriptionConfirmation"
-    UnsubscribeConfirmation = "UnsubscribeConfirmation"
-
-
-@dataclass
-class SnsMessage:
-    type: SnsMessageType
-    message: (
-        str | dict
-    )  # can be Dict if after being JSON decoded for validation if structure is `json`
-    message_attributes: MessageAttributeMap | None = None
-    message_structure: str | None = None
-    subject: str | None = None
-    message_deduplication_id: str | None = None
-    message_group_id: str | None = None
-    token: str | None = None
-    message_id: str = field(default_factory=long_uid)
-    is_fifo: bool | None = False
-    sequencer_number: str | None = None
-
-    def __post_init__(self):
-        if self.message_attributes is None:
-            self.message_attributes = {}
-        if self.is_fifo:
-            self.sequencer_number = str(get_next_sequence_number())
-
-    def message_content(self, protocol: SnsMessageProtocols) -> str:
-        """
-        Helper function to retrieve the message content for the right protocol if the StructureMessage is `json`
-        See https://docs.aws.amazon.com/sns/latest/dg/sns-send-custom-platform-specific-payloads-mobile-devices.html
-        https://docs.aws.amazon.com/sns/latest/dg/example_sns_Publish_section.html
-        :param protocol:
-        :return: message content as string
-        """
-        if self.message_structure == "json":
-            return self.message.get(protocol, self.message.get("default"))
-
-        return self.message
-
-    @classmethod
-    def from_batch_entry(cls, entry: PublishBatchRequestEntry, is_fifo=False) -> "SnsMessage":
-        return cls(
-            type=SnsMessageType.Notification,
-            message=entry["Message"],
-            subject=entry.get("Subject"),
-            message_structure=entry.get("MessageStructure"),
-            message_attributes=entry.get("MessageAttributes"),
-            message_deduplication_id=entry.get("MessageDeduplicationId"),
-            message_group_id=entry.get("MessageGroupId"),
-            is_fifo=is_fifo,
-        )
-
-
-@dataclass
-class PlatformEndpoint:
-    platform_application_arn: str
-    platform_endpoint: Endpoint
-
-
-@dataclass
-class PlatformApplicationDetails:
-    platform_application: PlatformApplication
-    # maps all Endpoints of the PlatformApplication, from their Token to their ARN
-    platform_endpoints: dict[str, str]
-
-
-class SnsStore(BaseStore):
-    # maps topic ARN to Topic
-    topics: dict[str, Topic] = LocalAttribute(default=dict)
-
-    # maps subscription ARN to SnsSubscription
-    subscriptions: dict[str, SnsSubscription] = LocalAttribute(default=dict)
-
-    # filter policy are stored as JSON string in subscriptions, store the decoded result Dict
-    subscription_filter_policy: dict[subscriptionARN, dict] = LocalAttribute(default=dict)
-
-    # maps confirmation token to subscription ARN
-    subscription_tokens: dict[str, str] = LocalAttribute(default=dict)
-
-    # maps platform application arns to platform applications
-    platform_applications: dict[str, PlatformApplicationDetails] = LocalAttribute(default=dict)
-
-    # maps endpoint arns to platform endpoints
-    platform_endpoints: dict[str, PlatformEndpoint] = LocalAttribute(default=dict)
-
-    # cache of topic ARN to platform endpoint messages (used primarily for testing)
-    platform_endpoint_messages: dict[str, list[dict]] = LocalAttribute(default=dict)
-
-    # topic/subscription independent default values for sending sms messages
-    sms_attributes: dict[str, str] = LocalAttribute(default=dict)
-
-    # list of sent SMS messages
-    sms_messages: list[dict] = LocalAttribute(default=list)
-
-    TAGS: TaggingService = CrossRegionAttribute(default=TaggingService)
-
-    PHONE_NUMBERS_OPTED_OUT: set[PhoneNumber] = CrossRegionAttribute(default=set)
-
-
-sns_stores = AccountRegionBundle("sns", SnsStore)
diff --git a/localstack-core/localstack/services/sns/v2/provider.py b/localstack-core/localstack/services/sns/v2/provider.py
deleted file mode 100644
index 9429c196b42ce..0000000000000
--- a/localstack-core/localstack/services/sns/v2/provider.py
+++ /dev/null
@@ -1,1832 +0,0 @@
-import contextlib
-import copy
-import functools
-import json
-import logging
-import re
-
-from botocore.utils import InvalidArnException
-from rolo import Request, Router, route
-
-from localstack.aws.api import CommonServiceException, RequestContext
-from localstack.aws.api.sns import (
-    ActionsList,
-    AmazonResourceName,
-    BatchEntryIdsNotDistinctException,
-    CheckIfPhoneNumberIsOptedOutResponse,
-    ConfirmSubscriptionResponse,
-    CreateEndpointResponse,
-    CreatePlatformApplicationResponse,
-    CreateTopicResponse,
-    DelegatesList,
-    Endpoint,
-    EndpointDisabledException,
-    GetDataProtectionPolicyResponse,
-    GetEndpointAttributesResponse,
-    GetPlatformApplicationAttributesResponse,
-    GetSMSAttributesResponse,
-    GetSubscriptionAttributesResponse,
-    GetTopicAttributesResponse,
-    InvalidBatchEntryIdException,
-    InvalidParameterException,
-    InvalidParameterValueException,
-    ListEndpointsByPlatformApplicationResponse,
-    ListPhoneNumbersOptedOutResponse,
-    ListPlatformApplicationsResponse,
-    ListString,
-    ListSubscriptionsByTopicResponse,
-    ListSubscriptionsResponse,
-    ListTagsForResourceResponse,
-    ListTopicsResponse,
-    MapStringToString,
-    MessageAttributeMap,
-    NotFoundException,
-    OptInPhoneNumberResponse,
-    PhoneNumber,
-    PlatformApplication,
-    PublishBatchRequestEntryList,
-    PublishBatchResponse,
-    PublishBatchResultEntry,
-    PublishResponse,
-    SetSMSAttributesResponse,
-    SnsApi,
-    String,
-    SubscribeResponse,
-    Subscription,
-    SubscriptionAttributesMap,
-    TagKeyList,
-    TagList,
-    TagResourceResponse,
-    TooManyEntriesInBatchRequestException,
-    TopicAttributesMap,
-    UntagResourceResponse,
-    attributeName,
-    attributeValue,
-    authenticateOnUnsubscribe,
-    endpoint,
-    label,
-    message,
-    messageStructure,
-    nextToken,
-    protocol,
-    string,
-    subject,
-    subscriptionARN,
-    topicARN,
-    topicName,
-)
-from localstack.constants import AWS_REGION_US_EAST_1, DEFAULT_AWS_ACCOUNT_ID
-from localstack.http import Response
-from localstack.services.edge import ROUTER
-from localstack.services.plugins import ServiceLifecycleHook
-from localstack.services.sns.analytics import internal_api_calls
-from localstack.services.sns.certificate import SNS_SERVER_CERT
-from localstack.services.sns.constants import (
-    ATTR_TYPE_REGEX,
-    BATCH_ENTRY_ID_REGEX,
-    DUMMY_SUBSCRIPTION_PRINCIPAL,
-    E164_REGEX,
-    MAXIMUM_MESSAGE_LENGTH,
-    MSG_ATTR_NAME_REGEX,
-    PLATFORM_ENDPOINT_MSGS_ENDPOINT,
-    SMS_MSGS_ENDPOINT,
-    SMS_PHONE_NUMBER_OPT_OUT_ENDPOINT,
-    SNS_CERT_ENDPOINT,
-    SNS_PROTOCOLS,
-    SUBSCRIPTION_TOKENS_ENDPOINT,
-    VALID_APPLICATION_PLATFORMS,
-    VALID_MSG_ATTR_NAME_CHARS,
-    VALID_POLICY_ACTIONS,
-    VALID_SUBSCRIPTION_ATTR_NAME,
-)
-from localstack.services.sns.filter import FilterPolicyValidator
-from localstack.services.sns.publisher import (
-    PublishDispatcher,
-    SnsBatchPublishContext,
-    SnsPublishContext,
-)
-from localstack.services.sns.v2.models import (
-    SMS_ATTRIBUTE_NAMES,
-    SMS_DEFAULT_SENDER_REGEX,
-    SMS_TYPES,
-    EndpointAttributeNames,
-    PlatformApplicationDetails,
-    PlatformEndpoint,
-    SnsMessage,
-    SnsMessageType,
-    SnsStore,
-    SnsSubscription,
-    Topic,
-    sns_stores,
-)
-from localstack.services.sns.v2.utils import (
-    create_platform_endpoint_arn,
-    create_subscription_arn,
-    encode_subscription_token_with_region,
-    get_next_page_token_from_arn,
-    get_region_from_subscription_token,
-    get_topic_subscriptions,
-    is_valid_e164_number,
-    parse_and_validate_platform_application_arn,
-    parse_and_validate_topic_arn,
-    validate_subscription_attribute,
-)
-from localstack.state import StateVisitor
-from localstack.utils.aws.arns import (
-    extract_account_id_from_arn,
-    extract_region_from_arn,
-    get_partition,
-    parse_arn,
-    sns_platform_application_arn,
-    sns_topic_arn,
-)
-from localstack.utils.collections import PaginatedList, select_from_typed_dict
-from localstack.utils.strings import to_bytes
-
-# set up logger
-LOG = logging.getLogger(__name__)
-
-SNS_TOPIC_NAME_PATTERN_FIFO = r"^[a-zA-Z0-9_-]{1,256}\.fifo$"
-SNS_TOPIC_NAME_PATTERN = r"^[a-zA-Z0-9_-]{1,256}$"
-
-
-class SnsProvider(SnsApi, ServiceLifecycleHook):
-    def __init__(self) -> None:
-        super().__init__()
-        self._publisher = PublishDispatcher()
-        self._signature_cert_pem: str = SNS_SERVER_CERT
-
-    def accept_state_visitor(self, visitor: StateVisitor):
-        visitor.visit(sns_stores)
-
-    def on_before_stop(self):
-        self._publisher.shutdown()
-
-    def on_after_init(self):
-        # Allow sent platform endpoint messages to be retrieved from the SNS endpoint
-        register_sns_api_resource(ROUTER)
-        # add the route to serve the certificate used to validate message signatures
-        ROUTER.add(self.get_signature_cert_pem_file)
-
-    @route(SNS_CERT_ENDPOINT, methods=["GET"])
-    def get_signature_cert_pem_file(self, request: Request):
-        # see http://sns-public-resources.s3.amazonaws.com/SNS_Message_Signing_Release_Note_Jan_25_2011.pdf
-        # see https://docs.aws.amazon.com/sns/latest/dg/sns-verify-signature-of-message.html
-        return Response(self._signature_cert_pem, 200)
-
-    ## Topic Operations
-
-    def create_topic(
-        self,
-        context: RequestContext,
-        name: topicName,
-        attributes: TopicAttributesMap | None = None,
-        tags: TagList | None = None,
-        data_protection_policy: attributeValue | None = None,
-        **kwargs,
-    ) -> CreateTopicResponse:
-        store = self.get_store(context.account_id, context.region)
-        topic_arn = sns_topic_arn(
-            topic_name=name, region_name=context.region, account_id=context.account_id
-        )
-        topic: Topic = store.topics.get(topic_arn)
-        attributes = attributes or {}
-        if topic:
-            attrs = topic["attributes"]
-            for k, v in attributes.values():
-                if not attrs.get(k) or not attrs.get(k) == v:
-                    # TODO:
-                    raise InvalidParameterException("Fix this Exception message and type")
-            tag_resource_success = _check_matching_tags(topic_arn, tags, store)
-            if not tag_resource_success:
-                raise InvalidParameterException(
-                    "Invalid parameter: Tags Reason: Topic already exists with different tags"
-                )
-            return CreateTopicResponse(TopicArn=topic_arn)
-
-        if attributes.get("FifoTopic") and attributes["FifoTopic"].lower() == "true":
-            fifo_match = re.match(SNS_TOPIC_NAME_PATTERN_FIFO, name)
-            if not fifo_match:
-                # TODO: check this with a separate test
-                raise InvalidParameterException(
-                    "Fifo Topic names must end with .fifo and must be made up of only uppercase and lowercase ASCII letters, numbers, underscores, and hyphens, and must be between 1 and 256 characters long."
-                )
-        else:
-            # AWS does not seem to save explicit settings of fifo = false
-
-            attributes.pop("FifoTopic", None)
-            name_match = re.match(SNS_TOPIC_NAME_PATTERN, name)
-            if not name_match:
-                raise InvalidParameterException("Invalid parameter: Topic Name")
-
-        attributes["EffectiveDeliveryPolicy"] = _create_default_effective_delivery_policy()
-
-        topic = _create_topic(name=name, attributes=attributes, context=context)
-        if tags:
-            self.tag_resource(context=context, resource_arn=topic_arn, tags=tags)
-
-        store.topics[topic_arn] = topic
-
-        return CreateTopicResponse(TopicArn=topic_arn)
-
-    def get_topic_attributes(
-        self, context: RequestContext, topic_arn: topicARN, **kwargs
-    ) -> GetTopicAttributesResponse:
-        topic: Topic = self._get_topic(arn=topic_arn, context=context)
-        if topic:
-            attributes = topic["attributes"]
-            return GetTopicAttributesResponse(Attributes=attributes)
-        else:
-            raise NotFoundException("Topic does not exist")
-
-    def delete_topic(self, context: RequestContext, topic_arn: topicARN, **kwargs) -> None:
-        # This also deletes all subscriptions for the topic. In AWS, this is not immediately the case;
-        # the subs still exist for a certain period of time (~48h), detached, after which they are garbage collected
-        arn_data = parse_and_validate_topic_arn(topic_arn)
-        if context.region != arn_data["region"]:
-            raise InvalidParameterException("Invalid parameter: TopicArn")
-        store = self.get_store(context.account_id, context.region)
-
-        store.topics.pop(topic_arn, None)
-
-    def list_topics(
-        self, context: RequestContext, next_token: nextToken | None = None, **kwargs
-    ) -> ListTopicsResponse:
-        store = self.get_store(context.account_id, context.region)
-        topics = [{"TopicArn": t["arn"]} for t in list(store.topics.values())]
-        topics = PaginatedList(topics)
-        page, nxt = topics.get_page(
-            token_generator=lambda x: get_next_page_token_from_arn(x["TopicArn"]),
-            next_token=next_token,
-            page_size=100,
-        )
-        topics = {"Topics": page, "NextToken": nxt}
-        return ListTopicsResponse(**topics)
-
-    def set_topic_attributes(
-        self,
-        context: RequestContext,
-        topic_arn: topicARN,
-        attribute_name: attributeName,
-        attribute_value: attributeValue | None = None,
-        **kwargs,
-    ) -> None:
-        topic: Topic = self._get_topic(arn=topic_arn, context=context)
-        if attribute_name == "FifoTopic":
-            raise InvalidParameterException("Invalid parameter: AttributeName")
-        topic["attributes"][attribute_name] = attribute_value
-
-    ## Subscribe operations
-
-    def subscribe(
-        self,
-        context: RequestContext,
-        topic_arn: topicARN,
-        protocol: protocol,
-        endpoint: endpoint | None = None,
-        attributes: SubscriptionAttributesMap | None = None,
-        return_subscription_arn: bool | None = None,
-        **kwargs,
-    ) -> SubscribeResponse:
-        parsed_topic_arn = parse_and_validate_topic_arn(topic_arn)
-        if context.region != parsed_topic_arn["region"]:
-            raise InvalidParameterException("Invalid parameter: TopicArn")
-
-        store = self.get_store(account_id=parsed_topic_arn["account"], region=context.region)
-
-        topic = self._get_topic(arn=topic_arn, context=context)
-        topic_subscriptions = topic["subscriptions"]
-        if not endpoint:
-            # TODO: check AWS behaviour (because endpoint is optional)
-            raise NotFoundException("Endpoint not specified in subscription")
-        if protocol not in SNS_PROTOCOLS:
-            raise InvalidParameterException(
-                f"Invalid parameter: Amazon SNS does not support this protocol string: {protocol}"
-            )
-        elif protocol in ["http", "https"] and not endpoint.startswith(f"{protocol}://"):
-            raise InvalidParameterException(
-                "Invalid parameter: Endpoint must match the specified protocol"
-            )
-        elif protocol == "sms" and not is_valid_e164_number(endpoint):
-            raise InvalidParameterException(f"Invalid SMS endpoint: {endpoint}")
-
-        elif protocol == "sqs":
-            try:
-                parse_arn(endpoint)
-            except InvalidArnException:
-                raise InvalidParameterException("Invalid parameter: SQS endpoint ARN")
-
-        elif protocol == "application":
-            # TODO: Validate exact behaviour
-            try:
-                parse_arn(endpoint)
-            except InvalidArnException:
-                raise InvalidParameterException("Invalid parameter: ApplicationEndpoint ARN")
-
-        if ".fifo" in endpoint and ".fifo" not in topic_arn:
-            # TODO: move to sqs protocol block if possible
-            raise InvalidParameterException(
-                "Invalid parameter: Invalid parameter: Endpoint Reason: FIFO SQS Queues can not be subscribed to standard SNS topics"
-            )
-
-        sub_attributes = copy.deepcopy(attributes) if attributes else None
-        if sub_attributes:
-            for attr_name, attr_value in sub_attributes.items():
-                validate_subscription_attribute(
-                    attribute_name=attr_name,
-                    attribute_value=attr_value,
-                    topic_arn=topic_arn,
-                    endpoint=endpoint,
-                    is_subscribe_call=True,
-                )
-                if raw_msg_delivery := sub_attributes.get("RawMessageDelivery"):
-                    sub_attributes["RawMessageDelivery"] = raw_msg_delivery.lower()
-
-        # An endpoint may only be subscribed to a topic once. Subsequent
-        # subscribe calls do nothing (subscribe is idempotent), except if its attributes are different.
-        for existing_topic_subscription in topic_subscriptions:
-            sub = store.subscriptions.get(existing_topic_subscription, {})
-            if sub.get("Endpoint") == endpoint:
-                if sub_attributes:
-                    # validate the subscription attributes aren't different
-                    for attr in VALID_SUBSCRIPTION_ATTR_NAME:
-                        # if a new attribute is present and different from an existent one, raise
-                        if (new_attr := sub_attributes.get(attr)) and sub.get(attr) != new_attr:
-                            raise InvalidParameterException(
-                                "Invalid parameter: Attributes Reason: Subscription already exists with different attributes"
-                            )
-
-                return SubscribeResponse(SubscriptionArn=sub["SubscriptionArn"])
-        principal = DUMMY_SUBSCRIPTION_PRINCIPAL.format(
-            partition=get_partition(context.region), account_id=context.account_id
-        )
-        subscription_arn = create_subscription_arn(topic_arn)
-        subscription = SnsSubscription(
-            # http://docs.aws.amazon.com/cli/latest/reference/sns/get-subscription-attributes.html
-            TopicArn=topic_arn,
-            Endpoint=endpoint,
-            Protocol=protocol,
-            SubscriptionArn=subscription_arn,
-            PendingConfirmation="true",
-            Owner=context.account_id,
-            RawMessageDelivery="false",  # default value, will be overridden if set
-            FilterPolicyScope="MessageAttributes",  # default value, will be overridden if set
-            SubscriptionPrincipal=principal,  # dummy value, could be fetched with a call to STS?
-        )
-        if sub_attributes:
-            subscription.update(sub_attributes)
-            if "FilterPolicy" in sub_attributes:
-                filter_policy = (
-                    json.loads(sub_attributes["FilterPolicy"])
-                    if sub_attributes["FilterPolicy"]
-                    else None
-                )
-                if filter_policy:
-                    validator = FilterPolicyValidator(
-                        scope=subscription.get("FilterPolicyScope", "MessageAttributes"),
-                        is_subscribe_call=True,
-                    )
-                    validator.validate_filter_policy(filter_policy)
-
-                store.subscription_filter_policy[subscription_arn] = filter_policy
-
-        store.subscriptions[subscription_arn] = subscription
-
-        topic_subscriptions.append(subscription_arn)
-
-        # store the token and subscription arn
-        # TODO: the token is a 288 hex char string
-        subscription_token = encode_subscription_token_with_region(region=context.region)
-        store.subscription_tokens[subscription_token] = subscription_arn
-
-        response_subscription_arn = subscription_arn
-        # Send out confirmation message for HTTP(S), fix for https://github.com/localstack/localstack/issues/881
-        if protocol in ["http", "https"]:
-            message_ctx = SnsMessage(
-                type=SnsMessageType.SubscriptionConfirmation,
-                token=subscription_token,
-                message=f"You have chosen to subscribe to the topic {topic_arn}.\nTo confirm the subscription, visit the SubscribeURL included in this message.",
-            )
-            publish_ctx = SnsPublishContext(
-                message=message_ctx,
-                store=store,
-                request_headers=context.request.headers,
-                topic_attributes=topic["attributes"],
-            )
-            self._publisher.publish_to_topic_subscriber(
-                ctx=publish_ctx,
-                topic_arn=topic_arn,
-                subscription_arn=subscription_arn,
-            )
-            if not return_subscription_arn:
-                response_subscription_arn = "pending confirmation"
-
-        elif protocol not in ["email", "email-json"]:
-            # Only HTTP(S) and email subscriptions are not auto validated
-            # Except if the endpoint and the topic are not in the same AWS account, then you'd need to manually confirm
-            # the subscription with the token
-            # TODO: revisit for multi-account
-            # TODO: test with AWS for email & email-json confirmation message
-            # we need to add the following check:
-            # if parsed_topic_arn["account"] == endpoint account (depending on the type, SQS, lambda, parse the arn)
-            subscription["PendingConfirmation"] = "false"
-            subscription["ConfirmationWasAuthenticated"] = "true"
-
-        return SubscribeResponse(SubscriptionArn=response_subscription_arn)
-
-    def unsubscribe(
-        self, context: RequestContext, subscription_arn: subscriptionARN, **kwargs
-    ) -> None:
-        if subscription_arn is None:
-            raise InvalidParameterException(
-                "Invalid parameter: SubscriptionArn Reason: no value for required parameter",
-            )
-        count = len(subscription_arn.split(":"))
-        try:
-            parsed_arn = parse_arn(subscription_arn)
-        except InvalidArnException:
-            # TODO: check for invalid SubscriptionGUID
-            raise InvalidParameterException(
-                f"Invalid parameter: SubscriptionArn Reason: An ARN must have at least 6 elements, not {count}"
-            )
-
-        account_id = parsed_arn["account"]
-        region_name = parsed_arn["region"]
-
-        store = self.get_store(account_id=account_id, region=region_name)
-        if count == 6 and subscription_arn not in store.subscriptions:
-            raise InvalidParameterException("Invalid parameter: SubscriptionId")
-
-        # TODO: here was a moto_backend.unsubscribe call, check correct functionality and remove this comment
-        #  before switching to v2 for production
-
-        # pop the subscription at the end, to avoid race condition by iterating over the topic subscriptions
-        subscription = store.subscriptions.get(subscription_arn)
-
-        if not subscription:
-            # unsubscribe is idempotent, so unsubscribing from a non-existing topic does nothing
-            return
-
-        if subscription["Protocol"] in ["http", "https"]:
-            # TODO: actually validate this (re)subscribe behaviour somehow (localhost.run?)
-            #  we might need to save the sub token in the store
-            # TODO: AWS only sends the UnsubscribeConfirmation if the call is unauthenticated or the requester is not
-            #  the owner
-            subscription_token = encode_subscription_token_with_region(region=context.region)
-            message_ctx = SnsMessage(
-                type=SnsMessageType.UnsubscribeConfirmation,
-                token=subscription_token,
-                message=f"You have chosen to deactivate subscription {subscription_arn}.\nTo cancel this operation and restore the subscription, visit the SubscribeURL included in this message.",
-            )
-            publish_ctx = SnsPublishContext(
-                message=message_ctx,
-                store=store,
-                request_headers=context.request.headers,
-                # TODO: add the topic attributes once we ported them from moto to LocalStack
-                # topic_attributes=vars(moto_topic),
-            )
-            self._publisher.publish_to_topic_subscriber(
-                publish_ctx,
-                topic_arn=subscription["TopicArn"],
-                subscription_arn=subscription_arn,
-            )
-
-        with contextlib.suppress(KeyError):
-            store.topics[subscription["TopicArn"]]["subscriptions"].remove(subscription_arn)
-        store.subscription_filter_policy.pop(subscription_arn, None)
-        store.subscriptions.pop(subscription_arn, None)
-
-    def get_subscription_attributes(
-        self, context: RequestContext, subscription_arn: subscriptionARN, **kwargs
-    ) -> GetSubscriptionAttributesResponse:
-        store = self.get_store(account_id=context.account_id, region=context.region)
-        sub = store.subscriptions.get(subscription_arn)
-        if not sub:
-            raise NotFoundException("Subscription does not exist")
-        removed_attrs = ["sqs_queue_url"]
-        if "FilterPolicyScope" in sub and not sub.get("FilterPolicy"):
-            removed_attrs.append("FilterPolicyScope")
-            removed_attrs.append("FilterPolicy")
-        elif "FilterPolicy" in sub and "FilterPolicyScope" not in sub:
-            sub["FilterPolicyScope"] = "MessageAttributes"
-
-        attributes = {k: v for k, v in sub.items() if k not in removed_attrs}
-        return GetSubscriptionAttributesResponse(Attributes=attributes)
-
-    def set_subscription_attributes(
-        self,
-        context: RequestContext,
-        subscription_arn: subscriptionARN,
-        attribute_name: attributeName,
-        attribute_value: attributeValue = None,
-        **kwargs,
-    ) -> None:
-        store = self.get_store(account_id=context.account_id, region=context.region)
-        sub = store.subscriptions.get(subscription_arn)
-        if not sub:
-            raise NotFoundException("Subscription does not exist")
-
-        validate_subscription_attribute(
-            attribute_name=attribute_name,
-            attribute_value=attribute_value,
-            topic_arn=sub["TopicArn"],
-            endpoint=sub["Endpoint"],
-        )
-        if attribute_name == "RawMessageDelivery":
-            attribute_value = attribute_value.lower()
-
-        elif attribute_name == "FilterPolicy":
-            filter_policy = json.loads(attribute_value) if attribute_value else None
-            if filter_policy:
-                validator = FilterPolicyValidator(
-                    scope=sub.get("FilterPolicyScope", "MessageAttributes"),
-                    is_subscribe_call=False,
-                )
-                validator.validate_filter_policy(filter_policy)
-
-            store.subscription_filter_policy[subscription_arn] = filter_policy
-
-        sub[attribute_name] = attribute_value
-
-    def confirm_subscription(
-        self,
-        context: RequestContext,
-        topic_arn: topicARN,
-        token: String,
-        authenticate_on_unsubscribe: authenticateOnUnsubscribe = None,
-        **kwargs,
-    ) -> ConfirmSubscriptionResponse:
-        # TODO: validate format on the token (seems to be 288 hex chars)
-        # this request can come from any http client, it might not be signed (we would need to implement
-        # `authenticate_on_unsubscribe` to force a signing client to do this request.
-        # so, the region and account_id might not be in the request. Use the ones from the topic_arn
-        try:
-            parsed_arn = parse_arn(topic_arn)
-        except InvalidArnException:
-            raise InvalidParameterException("Invalid parameter: Topic")
-
-        store = self.get_store(account_id=parsed_arn["account"], region=parsed_arn["region"])
-
-        # it seems SNS is able to know what the region of the topic should be, even though a wrong topic is accepted
-        if parsed_arn["region"] != get_region_from_subscription_token(token):
-            raise InvalidParameterException("Invalid parameter: Topic")
-
-        subscription_arn = store.subscription_tokens.get(token)
-        if not subscription_arn:
-            raise InvalidParameterException("Invalid parameter: Token")
-
-        subscription = store.subscriptions.get(subscription_arn)
-        if not subscription:
-            # subscription could have been deleted in the meantime
-            raise InvalidParameterException("Invalid parameter: Token")
-
-        # ConfirmSubscription is idempotent
-        if subscription.get("PendingConfirmation") == "false":
-            return ConfirmSubscriptionResponse(SubscriptionArn=subscription_arn)
-
-        subscription["PendingConfirmation"] = "false"
-        subscription["ConfirmationWasAuthenticated"] = "true"
-
-        return ConfirmSubscriptionResponse(SubscriptionArn=subscription_arn)
-
-    def list_subscriptions(
-        self, context: RequestContext, next_token: nextToken = None, **kwargs
-    ) -> ListSubscriptionsResponse:
-        store = self.get_store(context.account_id, context.region)
-        subscriptions = []
-        for s in list(store.subscriptions.values()):
-            sub = select_from_typed_dict(Subscription, s)
-            if s["PendingConfirmation"] == "true":
-                sub["SubscriptionArn"] = "PendingConfirmation"
-            subscriptions.append(sub)
-
-        paginated_subscriptions = PaginatedList(subscriptions)
-        page, next_token = paginated_subscriptions.get_page(
-            token_generator=lambda x: get_next_page_token_from_arn(x["SubscriptionArn"]),
-            page_size=100,
-            next_token=next_token,
-        )
-
-        response = ListSubscriptionsResponse(Subscriptions=page)
-        if next_token:
-            response["NextToken"] = next_token
-        return response
-
-    def list_subscriptions_by_topic(
-        self, context: RequestContext, topic_arn: topicARN, next_token: nextToken = None, **kwargs
-    ) -> ListSubscriptionsByTopicResponse:
-        self._get_topic(topic_arn, context)  # for validation purposes only
-        parsed_topic_arn = parse_and_validate_topic_arn(topic_arn)
-        store = self.get_store(parsed_topic_arn["account"], parsed_topic_arn["region"])
-        subscriptions = get_topic_subscriptions(store, topic_arn)
-
-        paginated_subscriptions = PaginatedList(subscriptions)
-        page, next_token = paginated_subscriptions.get_page(
-            token_generator=lambda x: get_next_page_token_from_arn(x["SubscriptionArn"]),
-            page_size=100,
-            next_token=next_token,
-        )
-
-        response = ListSubscriptionsResponse(Subscriptions=page)
-        if next_token:
-            response["NextToken"] = next_token
-        return response
-
-    #
-    # Publish
-    #
-
-    def publish(
-        self,
-        context: RequestContext,
-        message: message,
-        topic_arn: topicARN | None = None,
-        target_arn: String | None = None,
-        phone_number: PhoneNumber | None = None,
-        subject: subject | None = None,
-        message_structure: messageStructure | None = None,
-        message_attributes: MessageAttributeMap | None = None,
-        message_deduplication_id: String | None = None,
-        message_group_id: String | None = None,
-        **kwargs,
-    ) -> PublishResponse:
-        if subject == "":
-            raise InvalidParameterException("Invalid parameter: Subject")
-        if not message or all(not m for m in message):
-            raise InvalidParameterException("Invalid parameter: Empty message")
-
-        # TODO: check for topic + target + phone number at the same time?
-        # TODO: more validation on phone, it might be opted out?
-        if phone_number and not is_valid_e164_number(phone_number):
-            raise InvalidParameterException(
-                f"Invalid parameter: PhoneNumber Reason: {phone_number} is not valid to publish to"
-            )
-
-        if message_attributes:
-            _validate_message_attributes(message_attributes)
-
-        if _get_total_publish_size(message, message_attributes) > MAXIMUM_MESSAGE_LENGTH:
-            raise InvalidParameterException("Invalid parameter: Message too long")
-
-        # for compatibility reasons, AWS allows users to use either TargetArn or TopicArn for publishing to a topic
-        # use any of them for topic validation
-        topic_or_target_arn = topic_arn or target_arn
-        topic = None
-
-        if is_fifo := (topic_or_target_arn and ".fifo" in topic_or_target_arn):
-            if not message_group_id:
-                raise InvalidParameterException(
-                    "Invalid parameter: The MessageGroupId parameter is required for FIFO topics",
-                )
-            topic = self._get_topic(topic_or_target_arn, context)
-            if topic["attributes"]["ContentBasedDeduplication"] == "false":
-                if not message_deduplication_id:
-                    raise InvalidParameterException(
-                        "Invalid parameter: The topic should either have ContentBasedDeduplication enabled or MessageDeduplicationId provided explicitly",
-                    )
-        elif message_deduplication_id:
-            # this is the first one to raise if both are set while the topic is not fifo
-            raise InvalidParameterException(
-                "Invalid parameter: MessageDeduplicationId Reason: The request includes MessageDeduplicationId parameter that is not valid for this topic type"
-            )
-
-        is_endpoint_publish = target_arn and ":endpoint/" in target_arn
-        if message_structure == "json":
-            try:
-                message = json.loads(message)
-                # Keys in the JSON object that correspond to supported transport protocols must have
-                # simple JSON string values.
-                # Non-string values will cause the key to be ignored.
-                message = {key: field for key, field in message.items() if isinstance(field, str)}
-                # TODO: check no default key for direct TargetArn endpoint publish, need credentials
-                # see example: https://docs.aws.amazon.com/sns/latest/dg/sns-send-custom-platform-specific-payloads-mobile-devices.html
-                if "default" not in message and not is_endpoint_publish:
-                    raise InvalidParameterException(
-                        "Invalid parameter: Message Structure - No default entry in JSON message body"
-                    )
-            except json.JSONDecodeError:
-                raise InvalidParameterException(
-                    "Invalid parameter: Message Structure - JSON message body failed to parse"
-                )
-
-        if not phone_number:
-            # use the account to get the store from the TopicArn (you can only publish in the same region as the topic)
-            parsed_arn = parse_and_validate_topic_arn(topic_or_target_arn)
-            store = self.get_store(account_id=parsed_arn["account"], region=context.region)
-            if is_endpoint_publish:
-                if not (platform_endpoint := store.platform_endpoints.get(target_arn)):
-                    raise InvalidParameterException(
-                        "Invalid parameter: TargetArn Reason: No endpoint found for the target arn specified"
-                    )
-                elif (
-                    not platform_endpoint.platform_endpoint["Attributes"]
-                    .get("Enabled", "false")
-                    .lower()
-                    == "true"
-                ):
-                    raise EndpointDisabledException("Endpoint is disabled")
-            else:
-                topic = self._get_topic(topic_or_target_arn, context)
-        else:
-            # use the store from the request context
-            store = self.get_store(account_id=context.account_id, region=context.region)
-
-        message_ctx = SnsMessage(
-            type=SnsMessageType.Notification,
-            message=message,
-            message_attributes=message_attributes,
-            message_deduplication_id=message_deduplication_id,
-            message_group_id=message_group_id,
-            message_structure=message_structure,
-            subject=subject,
-            is_fifo=is_fifo,
-        )
-        publish_ctx = SnsPublishContext(
-            message=message_ctx, store=store, request_headers=context.request.headers
-        )
-
-        if is_endpoint_publish:
-            self._publisher.publish_to_application_endpoint(
-                ctx=publish_ctx, endpoint_arn=target_arn
-            )
-        elif phone_number:
-            self._publisher.publish_to_phone_number(ctx=publish_ctx, phone_number=phone_number)
-        else:
-            # beware if the subscription is FIFO, the order might not be guaranteed.
-            # 2 quick call to this method in succession might not be executed in order in the executor?
-            # TODO: test how this behaves in a FIFO context with a lot of threads.
-            publish_ctx.topic_attributes |= topic["attributes"]
-            self._publisher.publish_to_topic(publish_ctx, topic_or_target_arn)
-
-        if is_fifo:
-            return PublishResponse(
-                MessageId=message_ctx.message_id, SequenceNumber=message_ctx.sequencer_number
-            )
-
-        return PublishResponse(MessageId=message_ctx.message_id)
-
-    def publish_batch(
-        self,
-        context: RequestContext,
-        topic_arn: topicARN,
-        publish_batch_request_entries: PublishBatchRequestEntryList,
-        **kwargs,
-    ) -> PublishBatchResponse:
-        if len(publish_batch_request_entries) > 10:
-            raise TooManyEntriesInBatchRequestException(
-                "The batch request contains more entries than permissible."
-            )
-
-        parsed_arn = parse_and_validate_topic_arn(topic_arn)
-        store = self.get_store(account_id=parsed_arn["account"], region=context.region)
-        topic = self._get_topic(topic_arn, context)
-        ids = [entry["Id"] for entry in publish_batch_request_entries]
-        if len(set(ids)) != len(publish_batch_request_entries):
-            raise BatchEntryIdsNotDistinctException(
-                "Two or more batch entries in the request have the same Id."
-            )
-
-        # Validate each entry ID
-        for entry_id in ids:
-            if len(entry_id) > 80:
-                raise InvalidBatchEntryIdException(
-                    f"The Id of a batch entry in the batch request is too long: {entry_id}"
-                )
-            if not BATCH_ENTRY_ID_REGEX.match(entry_id):
-                raise InvalidBatchEntryIdException(
-                    f"The Id of a batch entry in the batch request contains an impermissible character: {entry_id}"
-                )
-
-        response: PublishBatchResponse = {"Successful": [], "Failed": []}
-
-        # TODO: write AWS validated tests with FilterPolicy and batching
-        # TODO: find a scenario where we can fail to send a message synchronously to be able to report it
-        # right now, it seems that AWS fails the whole publish if something is wrong in the format of 1 message
-
-        total_batch_size = 0
-        message_contexts = []
-        for entry_index, entry in enumerate(publish_batch_request_entries, start=1):
-            message_payload = entry.get("Message")
-            message_attributes = entry.get("MessageAttributes", {})
-            if message_attributes:
-                # if a message contains non-valid message attributes, it
-                # will fail for the first non-valid message encountered, and raise ParameterValueInvalid
-                _validate_message_attributes(message_attributes, position=entry_index)
-
-            total_batch_size += _get_total_publish_size(message_payload, message_attributes)
-
-            # TODO: WRITE AWS VALIDATED
-            if entry.get("MessageStructure") == "json":
-                try:
-                    message = json.loads(message_payload)
-                    # Keys in the JSON object that correspond to supported transport protocols must have
-                    # simple JSON string values.
-                    # Non-string values will cause the key to be ignored.
-                    message = {
-                        key: field for key, field in message.items() if isinstance(field, str)
-                    }
-                    if "default" not in message:
-                        raise InvalidParameterException(
-                            "Invalid parameter: Message Structure - No default entry in JSON message body"
-                        )
-                    entry["Message"] = message  # noqa
-                except json.JSONDecodeError:
-                    raise InvalidParameterException(
-                        "Invalid parameter: Message Structure - JSON message body failed to parse"
-                    )
-
-            if is_fifo := (topic_arn.endswith(".fifo")):
-                if not all("MessageGroupId" in entry for entry in publish_batch_request_entries):
-                    raise InvalidParameterException(
-                        "Invalid parameter: The MessageGroupId parameter is required for FIFO topics"
-                    )
-                if topic["attributes"]["ContentBasedDeduplication"] == "false":
-                    if not all(
-                        "MessageDeduplicationId" in entry for entry in publish_batch_request_entries
-                    ):
-                        raise InvalidParameterException(
-                            "Invalid parameter: The topic should either have ContentBasedDeduplication enabled or MessageDeduplicationId provided explicitly",
-                        )
-
-            msg_ctx = SnsMessage.from_batch_entry(entry, is_fifo=is_fifo)
-            message_contexts.append(msg_ctx)
-            success = PublishBatchResultEntry(
-                Id=entry["Id"],
-                MessageId=msg_ctx.message_id,
-            )
-            if is_fifo:
-                success["SequenceNumber"] = msg_ctx.sequencer_number
-            response["Successful"].append(success)
-
-        if total_batch_size > MAXIMUM_MESSAGE_LENGTH:
-            raise CommonServiceException(
-                code="BatchRequestTooLong",
-                message="The length of all the messages put together is more than the limit.",
-                sender_fault=True,
-            )
-
-        publish_ctx = SnsBatchPublishContext(
-            messages=message_contexts,
-            store=store,
-            request_headers=context.request.headers,
-            topic_attributes=topic["attributes"],
-        )
-        self._publisher.publish_batch_to_topic(publish_ctx, topic_arn)
-
-        return response
-
-    #
-    # PlatformApplications
-    #
-    def create_platform_application(
-        self,
-        context: RequestContext,
-        name: String,
-        platform: String,
-        attributes: MapStringToString,
-        **kwargs,
-    ) -> CreatePlatformApplicationResponse:
-        _validate_platform_application_name(name)
-        if platform not in VALID_APPLICATION_PLATFORMS:
-            raise InvalidParameterException(
-                f"Invalid parameter: Platform Reason: {platform} is not supported"
-            )
-
-        _validate_platform_application_attributes(attributes)
-
-        # attribute validation specific to create_platform_application
-        if "PlatformCredential" in attributes and "PlatformPrincipal" not in attributes:
-            raise InvalidParameterException(
-                "Invalid parameter: Attributes Reason: PlatformCredential attribute provided without PlatformPrincipal"
-            )
-
-        elif "PlatformPrincipal" in attributes and "PlatformCredential" not in attributes:
-            raise InvalidParameterException(
-                "Invalid parameter: Attributes Reason: PlatformPrincipal attribute provided without PlatformCredential"
-            )
-
-        store = self.get_store(context.account_id, context.region)
-        # We are not validating the access data here like AWS does (against ADM and the like)
-        attributes.pop("PlatformPrincipal")
-        attributes.pop("PlatformCredential")
-        _attributes = {"Enabled": "true"}
-        _attributes.update(attributes)
-        application_arn = sns_platform_application_arn(
-            platform_application_name=name,
-            platform=platform,
-            account_id=context.account_id,
-            region_name=context.region,
-        )
-        platform_application_details = PlatformApplicationDetails(
-            platform_application=PlatformApplication(
-                PlatformApplicationArn=application_arn,
-                Attributes=_attributes,
-            ),
-            platform_endpoints={},
-        )
-        store.platform_applications[application_arn] = platform_application_details
-
-        return platform_application_details.platform_application
-
-    def delete_platform_application(
-        self, context: RequestContext, platform_application_arn: String, **kwargs
-    ) -> None:
-        store = self.get_store(context.account_id, context.region)
-        store.platform_applications.pop(platform_application_arn, None)
-        # TODO: if the platform had endpoints, should we remove them from the store? There is no way to list
-        #   endpoints without an application, so this is impossible to check the state of AWS here
-
-    def list_platform_applications(
-        self, context: RequestContext, next_token: String | None = None, **kwargs
-    ) -> ListPlatformApplicationsResponse:
-        store = self.get_store(context.account_id, context.region)
-        platform_applications = store.platform_applications.values()
-        paginated_applications = PaginatedList(platform_applications)
-        page, token = paginated_applications.get_page(
-            token_generator=lambda x: get_next_page_token_from_arn(x["PlatformApplicationArn"]),
-            page_size=100,
-            next_token=next_token,
-        )
-
-        response = ListPlatformApplicationsResponse(
-            PlatformApplications=[platform_app.platform_application for platform_app in page]
-        )
-        if token:
-            response["NextToken"] = token
-        return response
-
-    def get_platform_application_attributes(
-        self, context: RequestContext, platform_application_arn: String, **kwargs
-    ) -> GetPlatformApplicationAttributesResponse:
-        platform_application = self._get_platform_application(platform_application_arn, context)
-        attributes = platform_application["Attributes"]
-        return GetPlatformApplicationAttributesResponse(Attributes=attributes)
-
-    def set_platform_application_attributes(
-        self,
-        context: RequestContext,
-        platform_application_arn: String,
-        attributes: MapStringToString,
-        **kwargs,
-    ) -> None:
-        parse_and_validate_platform_application_arn(platform_application_arn)
-        _validate_platform_application_attributes(attributes)
-
-        platform_application = self._get_platform_application(platform_application_arn, context)
-        platform_application["Attributes"].update(attributes)
-
-    #
-    # Platform Endpoints
-    #
-
-    def create_platform_endpoint(
-        self,
-        context: RequestContext,
-        platform_application_arn: String,
-        token: String,
-        custom_user_data: String | None = None,
-        attributes: MapStringToString | None = None,
-        **kwargs,
-    ) -> CreateEndpointResponse:
-        store = self.get_store(context.account_id, context.region)
-        application = store.platform_applications.get(platform_application_arn)
-        if not application:
-            raise NotFoundException("PlatformApplication does not exist")
-        endpoint_arn = application.platform_endpoints.get(token, {})
-        attributes = attributes or {}
-        _validate_endpoint_attributes(attributes, allow_empty=True)
-        # CustomUserData can be specified both in attributes and as parameter. Attributes take precedence
-        attributes.setdefault(EndpointAttributeNames.CUSTOM_USER_DATA, custom_user_data)
-        _attributes = {"Enabled": "true", "Token": token, **attributes}
-        if endpoint_arn and (
-            platform_endpoint_details := store.platform_endpoints.get(endpoint_arn)
-        ):
-            # endpoint for that application with that particular token already exists
-            if not platform_endpoint_details.platform_endpoint["Attributes"] == _attributes:
-                raise InvalidParameterException(
-                    f"Invalid parameter: Token Reason: Endpoint {endpoint_arn} already exists with the same Token, but different attributes."
-                )
-            else:
-                return CreateEndpointResponse(EndpointArn=endpoint_arn)
-
-        endpoint_arn = create_platform_endpoint_arn(platform_application_arn)
-        platform_endpoint = PlatformEndpoint(
-            platform_application_arn=endpoint_arn,
-            platform_endpoint=Endpoint(
-                Attributes=_attributes,
-                EndpointArn=endpoint_arn,
-            ),
-        )
-        store.platform_endpoints[endpoint_arn] = platform_endpoint
-        application.platform_endpoints[token] = endpoint_arn
-
-        return CreateEndpointResponse(EndpointArn=endpoint_arn)
-
-    def delete_endpoint(self, context: RequestContext, endpoint_arn: String, **kwargs) -> None:
-        store = self.get_store(context.account_id, context.region)
-        platform_endpoint_details = store.platform_endpoints.pop(endpoint_arn, None)
-        if platform_endpoint_details:
-            platform_application = store.platform_applications.get(
-                platform_endpoint_details.platform_application_arn
-            )
-            if platform_application:
-                platform_endpoint = platform_endpoint_details.platform_endpoint
-                platform_application.platform_endpoints.pop(
-                    platform_endpoint["Attributes"]["Token"], None
-                )
-
-    def list_endpoints_by_platform_application(
-        self,
-        context: RequestContext,
-        platform_application_arn: String,
-        next_token: String | None = None,
-        **kwargs,
-    ) -> ListEndpointsByPlatformApplicationResponse:
-        store = self.get_store(context.account_id, context.region)
-        platform_application = store.platform_applications.get(platform_application_arn)
-        if not platform_application:
-            raise NotFoundException("PlatformApplication does not exist")
-        endpoint_arns = platform_application.platform_endpoints.values()
-        paginated_endpoint_arns = PaginatedList(endpoint_arns)
-        page, token = paginated_endpoint_arns.get_page(
-            token_generator=lambda x: get_next_page_token_from_arn(x),
-            page_size=100,
-            next_token=next_token,
-        )
-
-        response = ListEndpointsByPlatformApplicationResponse(
-            Endpoints=[
-                store.platform_endpoints[endpoint_arn].platform_endpoint
-                for endpoint_arn in page
-                if endpoint_arn in store.platform_endpoints
-            ]
-        )
-        if token:
-            response["NextToken"] = token
-        return response
-
-    def get_endpoint_attributes(
-        self, context: RequestContext, endpoint_arn: String, **kwargs
-    ) -> GetEndpointAttributesResponse:
-        store = self.get_store(context.account_id, context.region)
-        platform_endpoint_details = store.platform_endpoints.get(endpoint_arn)
-        if not platform_endpoint_details:
-            raise NotFoundException("Endpoint does not exist")
-        attributes = platform_endpoint_details.platform_endpoint["Attributes"]
-        return GetEndpointAttributesResponse(Attributes=attributes)
-
-    def set_endpoint_attributes(
-        self, context: RequestContext, endpoint_arn: String, attributes: MapStringToString, **kwargs
-    ) -> None:
-        store = self.get_store(context.account_id, context.region)
-        platform_endpoint_details = store.platform_endpoints.get(endpoint_arn)
-        if not platform_endpoint_details:
-            raise NotFoundException("Endpoint does not exist")
-        _validate_endpoint_attributes(attributes)
-        attributes = attributes or {}
-        platform_endpoint_details.platform_endpoint["Attributes"].update(attributes)
-
-    #
-    # Sms operations
-    #
-
-    def set_sms_attributes(
-        self, context: RequestContext, attributes: MapStringToString, **kwargs
-    ) -> SetSMSAttributesResponse:
-        store = self.get_store(context.account_id, context.region)
-        _validate_sms_attributes(attributes)
-        _set_sms_attribute_default(store)
-        store.sms_attributes.update(attributes or {})
-        return SetSMSAttributesResponse()
-
-    def get_sms_attributes(
-        self, context: RequestContext, attributes: ListString | None = None, **kwargs
-    ) -> GetSMSAttributesResponse:
-        store = self.get_store(context.account_id, context.region)
-        _set_sms_attribute_default(store)
-        store_attributes = store.sms_attributes
-        return_attributes = {}
-        for k, v in store_attributes.items():
-            if not attributes or k in attributes:
-                return_attributes[k] = store_attributes[k]
-
-        return GetSMSAttributesResponse(attributes=return_attributes)
-
-    #
-    # Phone number operations
-    #
-
-    def check_if_phone_number_is_opted_out(
-        self, context: RequestContext, phone_number: PhoneNumber, **kwargs
-    ) -> CheckIfPhoneNumberIsOptedOutResponse:
-        store = sns_stores[context.account_id][context.region]
-        return CheckIfPhoneNumberIsOptedOutResponse(
-            isOptedOut=phone_number in store.PHONE_NUMBERS_OPTED_OUT
-        )
-
-    def list_phone_numbers_opted_out(
-        self, context: RequestContext, next_token: string | None = None, **kwargs
-    ) -> ListPhoneNumbersOptedOutResponse:
-        store = self.get_store(context.account_id, context.region)
-        numbers_opted_out = PaginatedList(store.PHONE_NUMBERS_OPTED_OUT)
-        page, nxt = numbers_opted_out.get_page(
-            token_generator=lambda x: x,
-            next_token=next_token,
-            page_size=100,
-        )
-        phone_numbers = {"phoneNumbers": page, "nextToken": nxt}
-        return ListPhoneNumbersOptedOutResponse(**phone_numbers)
-
-    def opt_in_phone_number(
-        self, context: RequestContext, phone_number: PhoneNumber, **kwargs
-    ) -> OptInPhoneNumberResponse:
-        _validate_phone_number(phone_number)
-        store = self.get_store(context.account_id, context.region)
-        if phone_number in store.PHONE_NUMBERS_OPTED_OUT:
-            store.PHONE_NUMBERS_OPTED_OUT.remove(phone_number)
-        return OptInPhoneNumberResponse()
-
-    #
-    # Permission operations
-    #
-
-    def add_permission(
-        self,
-        context: RequestContext,
-        topic_arn: topicARN,
-        label: label,
-        aws_account_id: DelegatesList,
-        action_name: ActionsList,
-        **kwargs,
-    ) -> None:
-        topic: Topic = self._get_topic(topic_arn, context)
-        policy = json.loads(topic["attributes"]["Policy"])
-        statement = next(
-            (statement for statement in policy["Statement"] if statement["Sid"] == label),
-            None,
-        )
-
-        if statement:
-            raise InvalidParameterException("Invalid parameter: Statement already exists")
-
-        if any(action not in VALID_POLICY_ACTIONS for action in action_name):
-            raise InvalidParameterException(
-                "Invalid parameter: Policy statement action out of service scope!"
-            )
-
-        principals = [
-            f"arn:{get_partition(context.region)}:iam::{account_id}:root"
-            for account_id in aws_account_id
-        ]
-        actions = [f"SNS:{action}" for action in action_name]
-
-        statement = {
-            "Sid": label,
-            "Effect": "Allow",
-            "Principal": {"AWS": principals[0] if len(principals) == 1 else principals},
-            "Action": actions[0] if len(actions) == 1 else actions,
-            "Resource": topic_arn,
-        }
-
-        policy["Statement"].append(statement)
-        topic["attributes"]["Policy"] = json.dumps(policy)
-
-    def remove_permission(
-        self, context: RequestContext, topic_arn: topicARN, label: label, **kwargs
-    ) -> None:
-        topic = self._get_topic(topic_arn, context)
-        policy = json.loads(topic["attributes"]["Policy"])
-        statements = policy["Statement"]
-        statements = [statement for statement in statements if statement["Sid"] != label]
-        policy["Statement"] = statements
-        topic["attributes"]["Policy"] = json.dumps(policy)
-
-    #
-    # Data Protection Policy operations
-    #
-
-    def get_data_protection_policy(
-        self, context: RequestContext, resource_arn: topicARN, **kwargs
-    ) -> GetDataProtectionPolicyResponse:
-        topic = self._get_topic(resource_arn, context)
-        return GetDataProtectionPolicyResponse(
-            DataProtectionPolicy=topic.get("data_protection_policy")
-        )
-
-    def put_data_protection_policy(
-        self,
-        context: RequestContext,
-        resource_arn: topicARN,
-        data_protection_policy: attributeValue,
-        **kwargs,
-    ) -> None:
-        topic = self._get_topic(resource_arn, context)
-        topic["data_protection_policy"] = data_protection_policy
-
-    def list_tags_for_resource(
-        self, context: RequestContext, resource_arn: AmazonResourceName, **kwargs
-    ) -> ListTagsForResourceResponse:
-        store = sns_stores[context.account_id][context.region]
-        tags = store.TAGS.list_tags_for_resource(resource_arn)
-        return ListTagsForResourceResponse(Tags=tags.get("Tags"))
-
-    def tag_resource(
-        self, context: RequestContext, resource_arn: AmazonResourceName, tags: TagList, **kwargs
-    ) -> TagResourceResponse:
-        unique_tag_keys = {tag["Key"] for tag in tags}
-        if len(unique_tag_keys) < len(tags):
-            raise InvalidParameterException("Invalid parameter: Duplicated keys are not allowed.")
-        store = sns_stores[context.account_id][context.region]
-        store.TAGS.tag_resource(resource_arn, tags)
-        return TagResourceResponse()
-
-    def untag_resource(
-        self,
-        context: RequestContext,
-        resource_arn: AmazonResourceName,
-        tag_keys: TagKeyList,
-        **kwargs,
-    ) -> UntagResourceResponse:
-        store = sns_stores[context.account_id][context.region]
-        store.TAGS.untag_resource(resource_arn, tag_keys)
-        return UntagResourceResponse()
-
-    @staticmethod
-    def get_store(account_id: str, region: str) -> SnsStore:
-        return sns_stores[account_id][region]
-
-    @staticmethod
-    def _get_topic(arn: str, context: RequestContext, multi_region: bool = False) -> Topic:
-        """
-        :param arn: the Topic ARN
-        :param context: the RequestContext of the request
-        :return: the model Topic
-        """
-        arn_data = parse_and_validate_topic_arn(arn)
-        if not multi_region and context.region != arn_data["region"]:
-            raise InvalidParameterException("Invalid parameter: TopicArn")
-        try:
-            store = SnsProvider.get_store(arn_data["account"], arn_data["region"])
-            return store.topics[arn]
-        except KeyError:
-            raise NotFoundException("Topic does not exist")
-
-    @staticmethod
-    def _get_platform_application(
-        platform_application_arn: str, context: RequestContext
-    ) -> PlatformApplication:
-        parse_and_validate_platform_application_arn(platform_application_arn)
-        try:
-            store = SnsProvider.get_store(context.account_id, context.region)
-            return store.platform_applications[platform_application_arn].platform_application
-        except KeyError:
-            raise NotFoundException("PlatformApplication does not exist")
-
-
-def _create_topic(name: str, attributes: dict, context: RequestContext) -> Topic:
-    topic_arn = sns_topic_arn(
-        topic_name=name, region_name=context.region, account_id=context.account_id
-    )
-    topic: Topic = {
-        "name": name,
-        "arn": topic_arn,
-        "attributes": {},
-        "subscriptions": [],
-    }
-    attrs = _default_attributes(topic, context)
-    attrs.update(attributes or {})
-    topic["attributes"] = attrs
-
-    return topic
-
-
-def _default_attributes(topic: Topic, context: RequestContext) -> TopicAttributesMap:
-    default_attributes = {
-        "DisplayName": "",
-        "Owner": context.account_id,
-        "Policy": _create_default_topic_policy(topic, context),
-        "SubscriptionsConfirmed": "0",
-        "SubscriptionsDeleted": "0",
-        "SubscriptionsPending": "0",
-        "TopicArn": topic["arn"],
-    }
-    if topic["name"].endswith(".fifo"):
-        default_attributes.update(
-            {
-                "ContentBasedDeduplication": "false",
-                "FifoTopic": "false",
-            }
-        )
-    return default_attributes
-
-
-def _create_default_effective_delivery_policy():
-    return json.dumps(
-        {
-            "http": {
-                "defaultHealthyRetryPolicy": {
-                    "minDelayTarget": 20,
-                    "maxDelayTarget": 20,
-                    "numRetries": 3,
-                    "numMaxDelayRetries": 0,
-                    "numNoDelayRetries": 0,
-                    "numMinDelayRetries": 0,
-                    "backoffFunction": "linear",
-                },
-                "disableSubscriptionOverrides": False,
-                "defaultRequestPolicy": {"headerContentType": "text/plain; charset=UTF-8"},
-            }
-        }
-    )
-
-
-def _create_default_topic_policy(topic: Topic, context: RequestContext) -> str:
-    return json.dumps(
-        {
-            "Version": "2008-10-17",
-            "Id": "__default_policy_ID",
-            "Statement": [
-                {
-                    "Effect": "Allow",
-                    "Sid": "__default_statement_ID",
-                    "Principal": {"AWS": "*"},
-                    "Action": [
-                        "SNS:GetTopicAttributes",
-                        "SNS:SetTopicAttributes",
-                        "SNS:AddPermission",
-                        "SNS:RemovePermission",
-                        "SNS:DeleteTopic",
-                        "SNS:Subscribe",
-                        "SNS:ListSubscriptionsByTopic",
-                        "SNS:Publish",
-                    ],
-                    "Resource": topic["arn"],
-                    "Condition": {"StringEquals": {"AWS:SourceOwner": context.account_id}},
-                }
-            ],
-        }
-    )
-
-
-def _validate_message_attributes(
-    message_attributes: MessageAttributeMap, position: int | None = None
-) -> None:
-    """
-    Validate the message attributes, and raises an exception if those do not follow AWS validation
-    See: https://docs.aws.amazon.com/sns/latest/dg/sns-message-attributes.html
-    Regex from: https://stackoverflow.com/questions/40718851/regex-that-does-not-allow-consecutive-dots
-    :param message_attributes: the message attributes map for the message
-    :param position: given to give the Batch Entry position if coming from `publishBatch`
-    :raises: InvalidParameterValueException
-    :return: None
-    """
-    for attr_name, attr in message_attributes.items():
-        if len(attr_name) > 256:
-            raise InvalidParameterValueException(
-                "Length of message attribute name must be less than 256 bytes."
-            )
-        _validate_message_attribute_name(attr_name)
-        # `DataType` is a required field for MessageAttributeValue
-        if (data_type := attr.get("DataType")) is None:
-            if position:
-                at = f"publishBatchRequestEntries.{position}.member.messageAttributes.{attr_name}.member.dataType"
-            else:
-                at = f"messageAttributes.{attr_name}.member.dataType"
-
-            raise CommonServiceException(
-                code="ValidationError",
-                message=f"1 validation error detected: Value null at '{at}' failed to satisfy constraint: Member must not be null",
-                sender_fault=True,
-            )
-
-        if data_type not in (
-            "String",
-            "Number",
-            "Binary",
-        ) and not ATTR_TYPE_REGEX.match(data_type):
-            raise InvalidParameterValueException(
-                f"The message attribute '{attr_name}' has an invalid message attribute type, the set of supported type prefixes is Binary, Number, and String."
-            )
-        if not any(attr_value.endswith("Value") for attr_value in attr):
-            raise InvalidParameterValueException(
-                f"The message attribute '{attr_name}' must contain non-empty message attribute value for message attribute type '{data_type}'."
-            )
-
-        value_key_data_type = "Binary" if data_type.startswith("Binary") else "String"
-        value_key = f"{value_key_data_type}Value"
-        if value_key not in attr:
-            raise InvalidParameterValueException(
-                f"The message attribute '{attr_name}' with type '{data_type}' must use field '{value_key_data_type}'."
-            )
-        elif not attr[value_key]:
-            raise InvalidParameterValueException(
-                f"The message attribute '{attr_name}' must contain non-empty message attribute value for message attribute type '{data_type}'.",
-            )
-
-
-def _validate_message_attribute_name(name: str) -> None:
-    """
-    Validate the message attribute name with the specification of AWS.
-    The message attribute name can contain the following characters: A-Z, a-z, 0-9, underscore(_), hyphen(-), and period (.). The name must not start or end with a period, and it should not have successive periods.
-    :param name: message attribute name
-    :raises InvalidParameterValueException: if the name does not conform to the spec
-    """
-    if not MSG_ATTR_NAME_REGEX.match(name):
-        # find the proper exception
-        if name[0] == ".":
-            raise InvalidParameterValueException(
-                "Invalid message attribute name starting with character '.' was found."
-            )
-        elif name[-1] == ".":
-            raise InvalidParameterValueException(
-                "Invalid message attribute name ending with character '.' was found."
-            )
-
-        for idx, char in enumerate(name):
-            if char not in VALID_MSG_ATTR_NAME_CHARS:
-                # change prefix from 0x to #x, without capitalizing the x
-                hex_char = "#x" + hex(ord(char)).upper()[2:]
-                raise InvalidParameterValueException(
-                    f"Invalid non-alphanumeric character '{hex_char}' was found in the message attribute name. Can only include alphanumeric characters, hyphens, underscores, or dots."
-                )
-            # even if we go negative index, it will be covered by starting/ending with dot
-            if char == "." and name[idx - 1] == ".":
-                raise InvalidParameterValueException(
-                    "Message attribute name can not have successive '.' character."
-                )
-
-
-def _validate_platform_application_name(name: str) -> None:
-    reason = ""
-    if not name:
-        reason = "cannot be empty"
-    elif not re.match(r"^.{0,256}$", name):
-        reason = "must be at most 256 characters long"
-    elif not re.match(r"^[A-Za-z0-9._-]+$", name):
-        reason = "must contain only characters 'a'-'z', 'A'-'Z', '0'-'9', '_', '-', and '.'"
-
-    if reason:
-        raise InvalidParameterException(f"Invalid parameter: {name} Reason: {reason}")
-
-
-def _validate_platform_application_attributes(attributes: dict) -> None:
-    _check_empty_attributes(attributes)
-
-
-def _check_empty_attributes(attributes: dict) -> None:
-    if not attributes:
-        raise CommonServiceException(
-            code="ValidationError",
-            message="1 validation error detected: Value null at 'attributes' failed to satisfy constraint: Member must not be null",
-            sender_fault=True,
-        )
-
-
-def _validate_endpoint_attributes(attributes: dict, allow_empty: bool = False) -> None:
-    if not allow_empty:
-        _check_empty_attributes(attributes)
-    for key in attributes:
-        if key not in EndpointAttributeNames:
-            raise InvalidParameterException(
-                f"Invalid parameter: Attributes Reason: Invalid attribute name: {key}"
-            )
-    if len(attributes.get(EndpointAttributeNames.CUSTOM_USER_DATA, "")) > 2048:
-        raise InvalidParameterException(
-            "Invalid parameter: Attributes Reason: Invalid value for attribute: CustomUserData: must be at most 2048 bytes long in UTF-8 encoding"
-        )
-
-
-def _validate_sms_attributes(attributes: dict) -> None:
-    for k, v in attributes.items():
-        if k not in SMS_ATTRIBUTE_NAMES:
-            raise InvalidParameterException(f"{k} is not a valid attribute")
-    default_send_id = attributes.get("DefaultSendID")
-    if default_send_id and not re.match(SMS_DEFAULT_SENDER_REGEX, default_send_id):
-        raise InvalidParameterException("DefaultSendID is not a valid attribute")
-    sms_type = attributes.get("DefaultSMSType")
-    if sms_type and sms_type not in SMS_TYPES:
-        raise InvalidParameterException("DefaultSMSType is invalid")
-
-
-def _set_sms_attribute_default(store: SnsStore) -> None:
-    # TODO: don't call this on every sms attribute crud api call
-    store.sms_attributes.setdefault("MonthlySpendLimit", "1")
-
-
-def _validate_phone_number(phone_number: str):
-    if not re.match(E164_REGEX, phone_number):
-        raise InvalidParameterException(
-            "Invalid parameter: PhoneNumber Reason: input incorrectly formatted"
-        )
-
-
-def _check_matching_tags(topic_arn: str, tags: TagList | None, store: SnsStore) -> bool:
-    """
-    Checks if a topic to be created doesn't already exist with different tags
-    :param topic_arn: Arn of the topic
-    :param tags: Tags to be checked
-    :param store: Store object that holds the topics and tags
-    :return: False if there is a mismatch in tags, True otherwise
-    """
-    existing_tags = store.TAGS.list_tags_for_resource(topic_arn)["Tags"]
-    # if this is none there is nothing to check
-    if topic_arn in store.topics:
-        if tags is None:
-            tags = []
-        for tag in tags:
-            # this means topic already created with empty tags and when we try to create it
-            # again with other tag value then it should fail according to aws documentation.
-            if existing_tags is not None and tag not in existing_tags:
-                return False
-    return True
-
-
-def _get_total_publish_size(
-    message_body: str, message_attributes: MessageAttributeMap | None
-) -> int:
-    size = _get_byte_size(message_body)
-    if message_attributes:
-        # https://docs.aws.amazon.com/sns/latest/dg/sns-message-attributes.html
-        # All parts of the message attribute, including name, type, and value, are included in the message size
-        # restriction, which is 256 KB.
-        # iterate over the Keys and Attributes, adding the length of the Key to the length of all Attributes values
-        # (DataType and StringValue or BinaryValue)
-        size += sum(
-            _get_byte_size(key) + sum(_get_byte_size(attr_value) for attr_value in attr.values())
-            for key, attr in message_attributes.items()
-        )
-
-    return size
-
-
-def _get_byte_size(payload: str | bytes) -> int:
-    # Calculate the real length of the byte object if the object is a string
-    return len(to_bytes(payload))
-
-
-def _register_sns_api_resource(router: Router):
-    """Register the retrospection endpoints as internal LocalStack endpoints."""
-    router.add(SNSServicePlatformEndpointMessagesApiResource())
-    router.add(SNSServiceSMSMessagesApiResource())
-    router.add(SNSServiceSubscriptionTokenApiResource())
-
-
-class SNSInternalResource:
-    resource_type: str
-    """Base class with helper to properly track usage of internal endpoints"""
-
-    def count_usage(self):
-        internal_api_calls.labels(resource_type=self.resource_type).increment()
-
-
-def count_usage(f):
-    @functools.wraps(f)
-    def _wrapper(self, *args, **kwargs):
-        self.count_usage()
-        return f(self, *args, **kwargs)
-
-    return _wrapper
-
-
-class SNSServicePlatformEndpointMessagesApiResource(SNSInternalResource):
-    resource_type = "platform-endpoint-message"
-    """Provides a REST API for retrospective access to platform endpoint messages sent via SNS.
-
-    This is registered as a LocalStack internal HTTP resource.
-
-    This endpoint accepts:
-    - GET param `accountId`: selector for AWS account. If not specified, return fallback `000000000000` test ID
-    - GET param `region`: selector for AWS `region`. If not specified, return default "us-east-1"
-    - GET param `endpointArn`: filter for `endpointArn` resource in SNS
-    - DELETE param `accountId`: selector for AWS account
-    - DELETE param `region`: will delete saved messages for `region`
-    - DELETE param `endpointArn`: will delete saved messages for `endpointArn`
-    """
-
-    _PAYLOAD_FIELDS = [
-        "TargetArn",
-        "TopicArn",
-        "Message",
-        "MessageAttributes",
-        "MessageStructure",
-        "Subject",
-        "MessageId",
-    ]
-
-    @route(PLATFORM_ENDPOINT_MSGS_ENDPOINT, methods=["GET"])
-    @count_usage
-    def on_get(self, request: Request):
-        filter_endpoint_arn = request.args.get("endpointArn")
-        account_id = (
-            request.args.get("accountId", DEFAULT_AWS_ACCOUNT_ID)
-            if not filter_endpoint_arn
-            else extract_account_id_from_arn(filter_endpoint_arn)
-        )
-        region = (
-            request.args.get("region", AWS_REGION_US_EAST_1)
-            if not filter_endpoint_arn
-            else extract_region_from_arn(filter_endpoint_arn)
-        )
-        store: SnsStore = sns_stores[account_id][region]
-        if filter_endpoint_arn:
-            messages = store.platform_endpoint_messages.get(filter_endpoint_arn, [])
-            messages = _format_messages(messages, self._PAYLOAD_FIELDS)
-            return {
-                "platform_endpoint_messages": {filter_endpoint_arn: messages},
-                "region": region,
-            }
-
-        platform_endpoint_messages = {
-            endpoint_arn: _format_messages(messages, self._PAYLOAD_FIELDS)
-            for endpoint_arn, messages in store.platform_endpoint_messages.items()
-        }
-        return {
-            "platform_endpoint_messages": platform_endpoint_messages,
-            "region": region,
-        }
-
-    @route(PLATFORM_ENDPOINT_MSGS_ENDPOINT, methods=["DELETE"])
-    @count_usage
-    def on_delete(self, request: Request) -> Response:
-        filter_endpoint_arn = request.args.get("endpointArn")
-        account_id = (
-            request.args.get("accountId", DEFAULT_AWS_ACCOUNT_ID)
-            if not filter_endpoint_arn
-            else extract_account_id_from_arn(filter_endpoint_arn)
-        )
-        region = (
-            request.args.get("region", AWS_REGION_US_EAST_1)
-            if not filter_endpoint_arn
-            else extract_region_from_arn(filter_endpoint_arn)
-        )
-        store: SnsStore = sns_stores[account_id][region]
-        if filter_endpoint_arn:
-            store.platform_endpoint_messages.pop(filter_endpoint_arn, None)
-            return Response("", status=204)
-
-        store.platform_endpoint_messages.clear()
-        return Response("", status=204)
-
-
-def register_sns_api_resource(router: Router):
-    """Register the retrospection endpoints as internal LocalStack endpoints."""
-    router.add(SNSServicePlatformEndpointMessagesApiResource())
-    router.add(SNSServiceSMSMessagesApiResource())
-    router.add(SNSServiceSubscriptionTokenApiResource())
-    router.add(SNSServiceSMSPhoneOptOutResource())
-
-
-def _format_messages(sent_messages: list[dict[str, str]], validated_keys: list[str]):
-    """
-    This method format the messages to be more readable and undo the format change that was needed for Moto
-    Should be removed once we refactor SNS.
-    """
-    formatted_messages = []
-    for sent_message in sent_messages:
-        msg = {
-            key: json.dumps(value)
-            if key == "Message" and sent_message.get("MessageStructure") == "json"
-            else value
-            for key, value in sent_message.items()
-            if key in validated_keys
-        }
-        formatted_messages.append(msg)
-
-    return formatted_messages
-
-
-class SNSServiceSMSMessagesApiResource(SNSInternalResource):
-    resource_type = "sms-message"
-    """Provides a REST API for retrospective access to SMS messages sent via SNS.
-
-    This is registered as a LocalStack internal HTTP resource.
-
-    This endpoint accepts:
-    - GET param `accountId`: selector for AWS account. If not specified, return fallback `000000000000` test ID
-    - GET param `region`: selector for AWS `region`. If not specified, return default "us-east-1"
-    - GET param `phoneNumber`: filter for `phoneNumber` resource in SNS
-    """
-
-    _PAYLOAD_FIELDS = [
-        "PhoneNumber",
-        "TopicArn",
-        "SubscriptionArn",
-        "MessageId",
-        "Message",
-        "MessageAttributes",
-        "MessageStructure",
-        "Subject",
-    ]
-
-    @route(SMS_MSGS_ENDPOINT, methods=["GET"])
-    @count_usage
-    def on_get(self, request: Request):
-        account_id = request.args.get("accountId", DEFAULT_AWS_ACCOUNT_ID)
-        region = request.args.get("region", AWS_REGION_US_EAST_1)
-        filter_phone_number = request.args.get("phoneNumber")
-        store: SnsStore = sns_stores[account_id][region]
-        if filter_phone_number:
-            messages = [
-                m for m in store.sms_messages if m.get("PhoneNumber") == filter_phone_number
-            ]
-            messages = _format_messages(messages, self._PAYLOAD_FIELDS)
-            return {
-                "sms_messages": {filter_phone_number: messages},
-                "region": region,
-            }
-
-        sms_messages = {}
-
-        for m in _format_messages(store.sms_messages, self._PAYLOAD_FIELDS):
-            sms_messages.setdefault(m.get("PhoneNumber"), []).append(m)
-
-        return {
-            "sms_messages": sms_messages,
-            "region": region,
-        }
-
-    @route(SMS_MSGS_ENDPOINT, methods=["DELETE"])
-    @count_usage
-    def on_delete(self, request: Request) -> Response:
-        account_id = request.args.get("accountId", DEFAULT_AWS_ACCOUNT_ID)
-        region = request.args.get("region", AWS_REGION_US_EAST_1)
-        filter_phone_number = request.args.get("phoneNumber")
-        store: SnsStore = sns_stores[account_id][region]
-        if filter_phone_number:
-            store.sms_messages = [
-                m for m in store.sms_messages if m.get("PhoneNumber") != filter_phone_number
-            ]
-            return Response("", status=204)
-
-        store.sms_messages.clear()
-        return Response("", status=204)
-
-
-class SNSServiceSubscriptionTokenApiResource(SNSInternalResource):
-    resource_type = "subscription-token"
-    """Provides a REST API for retrospective access to Subscription Confirmation Tokens to confirm subscriptions.
-    Those are not sent for email, and sometimes inaccessible when working with external HTTPS endpoint which won't be
-    able to reach your local host.
-
-    This is registered as a LocalStack internal HTTP resource.
-
-    This endpoint has the following parameter:
-    - GET `subscription_arn`: `subscriptionArn`resource in SNS for which you want the SubscriptionToken
-    """
-
-    @route(f"{SUBSCRIPTION_TOKENS_ENDPOINT}/<path:subscription_arn>", methods=["GET"])
-    @count_usage
-    def on_get(self, _request: Request, subscription_arn: str):
-        try:
-            parsed_arn = parse_arn(subscription_arn)
-        except InvalidArnException:
-            response = Response("", 400)
-            response.set_json(
-                {
-                    "error": "The provided SubscriptionARN is invalid",
-                    "subscription_arn": subscription_arn,
-                }
-            )
-            return response
-
-        store: SnsStore = sns_stores[parsed_arn["account"]][parsed_arn["region"]]
-
-        for token, sub_arn in store.subscription_tokens.items():
-            if sub_arn == subscription_arn:
-                return {
-                    "subscription_token": token,
-                    "subscription_arn": subscription_arn,
-                }
-
-        response = Response("", 404)
-        response.set_json(
-            {
-                "error": "The provided SubscriptionARN is not found",
-                "subscription_arn": subscription_arn,
-            }
-        )
-        return response
-
-
-class SNSServiceSMSPhoneOptOutResource(SNSInternalResource):
-    resource_type = "phone-number-opt-out"
-    """Provides a REST API for adding phone numbers to the opt out list for testing purposes.
-    In AWS this seems to be handled by pin-point, which is scheduled for deprecation.
-
-    This is registered as a LocalStack internal HTTP resource.
-
-    This endpoint accepts:
-    - POST data `phoneNumber`: phone number to be opted out in SNS
-    - POST data `accountId`: account ID
-    """
-
-    @route(SMS_PHONE_NUMBER_OPT_OUT_ENDPOINT, methods=["POST"])
-    @count_usage
-    def on_post(self, request: Request):
-        data = json.loads(request.data) or {}
-        account_id = data.get("accountId", DEFAULT_AWS_ACCOUNT_ID)
-        region = AWS_REGION_US_EAST_1  # opt-out list is account-wide
-        opt_out_phone_number = data.get("phoneNumber")
-        store: SnsStore = sns_stores[account_id][region]
-        if opt_out_phone_number:
-            store.PHONE_NUMBERS_OPTED_OUT.add(opt_out_phone_number)
diff --git a/plux.ini b/plux.ini
index e33621eb7f300..78b1a4dc0526d 100644
--- a/plux.ini
+++ b/plux.ini
@@ -39,7 +39,6 @@ scheduler:default = localstack.services.providers:scheduler
 secretsmanager:default = localstack.services.providers:secretsmanager
 ses:default = localstack.services.providers:ses
 sns:default = localstack.services.providers:sns
-sns:v2 = localstack.services.providers:sns_v2
 sqs:default = localstack.services.providers:sqs
 ssm:default = localstack.services.providers:ssm
 stepfunctions:default = localstack.services.providers:stepfunctions
diff --git a/tests/aws/services/cloudformation/resources/test_sns.validation.json b/tests/aws/services/cloudformation/resources/test_sns.validation.json
index 8686e44ea3fd8..a44447db4d4c2 100644
--- a/tests/aws/services/cloudformation/resources/test_sns.validation.json
+++ b/tests/aws/services/cloudformation/resources/test_sns.validation.json
@@ -24,12 +24,12 @@
     }
   },
   "tests/aws/services/cloudformation/resources/test_sns.py::test_sns_topic_policy_resets_to_default": {
-    "last_validated_date": "2025-07-04T00:04:32+00:00",
+    "last_validated_date": "2026-02-04T13:55:33+00:00",
     "durations_in_seconds": {
-      "setup": 1.08,
-      "call": 22.27,
-      "teardown": 0.09,
-      "total": 23.44
+      "setup": 2.07,
+      "call": 33.8,
+      "teardown": 0.31,
+      "total": 36.18
     }
   },
   "tests/aws/services/cloudformation/resources/test_sns.py::test_sns_topic_update_attributes": {
diff --git a/tests/aws/services/sns/conftest.py b/tests/aws/services/sns/conftest.py
index c396ec5cdd67f..290a292828b51 100644
--- a/tests/aws/services/sns/conftest.py
+++ b/tests/aws/services/sns/conftest.py
@@ -1,8 +1,5 @@
-import os
-
 import pytest
 
-from localstack.testing.aws.util import is_aws_cloud
 from localstack.utils.strings import short_uid
 
 LAMBDA_FN_SNS_ENDPOINT = """
@@ -20,20 +17,6 @@ def handler(event, *args):
 """
 
 
-def is_sns_v2_provider():
-    return os.environ.get("PROVIDER_OVERRIDE_SNS") == "v2" and not is_aws_cloud()
-
-
-def is_sns_v1_provider() -> bool:
-    return not os.environ.get("PROVIDER_OVERRIDE_SNS") == "v2" and not is_aws_cloud()
-
-
-skip_if_sns_v2 = pytest.mark.skipif(
-    is_sns_v2_provider(),
-    reason="Skipping test for v2 provider as it contains operations not yet supported",
-)
-
-
 @pytest.fixture
 def create_sns_http_endpoint_and_queue(
     aws_client, account_id, create_lambda_function, sqs_create_queue
diff --git a/tests/aws/services/sns/test_sns.py b/tests/aws/services/sns/test_sns.py
index 6d7a05e586534..83983ad951eba 100644
--- a/tests/aws/services/sns/test_sns.py
+++ b/tests/aws/services/sns/test_sns.py
@@ -1,6 +1,5 @@
 import base64
 import contextlib
-import importlib
 import json
 import logging
 import queue
@@ -35,6 +34,7 @@
     SMS_PHONE_NUMBER_OPT_OUT_ENDPOINT,
     SUBSCRIPTION_TOKENS_ENDPOINT,
 )
+from localstack.services.sns.provider import SnsProvider
 from localstack.testing.aws.util import is_aws_cloud
 from localstack.testing.config import TEST_AWS_ACCESS_KEY_ID, TEST_AWS_SECRET_ACCESS_KEY
 from localstack.testing.pytest import markers
@@ -47,7 +47,6 @@
 from localstack.utils.testutil import check_expected_lambda_log_events_length
 from tests.aws.services.lambda_.functions import lambda_integration
 from tests.aws.services.lambda_.test_lambda import TEST_LAMBDA_PYTHON, TEST_LAMBDA_PYTHON_ECHO
-from tests.aws.services.sns.conftest import is_sns_v1_provider
 
 LOG = logging.getLogger(__name__)
 
@@ -125,30 +124,8 @@ def factory(platform_application_arn: str, token: str, **kwargs):
             )
 
 
-@pytest.fixture
-def sns_provider():
-    def factory(**kwargs):
-        if is_sns_v1_provider():
-            provider = "localstack.services.sns.provider"
-        else:
-            provider = "localstack.services.sns.v2.provider"
-        # TODO: remove once legacy provider is retired completely and import normally
-        module = importlib.import_module(provider)
-        SnsProvider = module.SnsProvider
-        return SnsProvider
-
-    return factory
-
-
 class TestSNSTopicCrud:
     @markers.aws.validated
-    @markers.snapshot.skip_snapshot_verify(
-        paths=[
-            "$.get-topic-attrs.Attributes.DeliveryPolicy",  # TODO: remove this with the v2 provider switch
-            "$.get-topic-attrs.Attributes.EffectiveDeliveryPolicy",
-        ],
-        condition=is_sns_v1_provider,
-    )
     def test_create_topic_with_attributes(self, sns_create_topic, snapshot, aws_client):
         create_topic = sns_create_topic(
             Name="topictest.fifo",
@@ -213,13 +190,6 @@ def test_tags(self, sns_create_topic, snapshot, aws_client):
         snapshot.match("list-after-update-tags", tags)
 
     @markers.aws.validated
-    @markers.snapshot.skip_snapshot_verify(
-        paths=[
-            "$.get-topic-attrs.Attributes.DeliveryPolicy",  # TODO: remove this with the v2 provider switch
-            "$.get-topic-attrs.Attributes.EffectiveDeliveryPolicy",
-        ],
-        condition=is_sns_v1_provider,
-    )
     def test_create_topic_test_arn(self, sns_create_topic, snapshot, aws_client, account_id):
         topic_name = "topic-test-create"
         response = sns_create_topic(Name=topic_name)
@@ -382,14 +352,6 @@ def test_delete_non_existent_topic(self, snapshot, aws_client, account_id, regio
         snapshot.match("delete-non-existent-topic", response)
 
     @markers.aws.validated
-    @markers.snapshot.skip_snapshot_verify(
-        # skipped only for v1
-        condition=is_sns_v1_provider,
-        paths=[
-            "$..Attributes.DeliveryPolicy",
-            "$..Attributes.EffectiveDeliveryPolicy",
-        ],
-    )
     def test_create_topic_should_be_idempotent(self, snapshot, sns_create_topic, aws_client):
         topic_name = f"test-idempotent-{short_uid()}"
 
@@ -404,11 +366,6 @@ def test_create_topic_should_be_idempotent(self, snapshot, sns_create_topic, aws
         attrs = aws_client.sns.get_topic_attributes(TopicArn=resp2["TopicArn"])
         snapshot.match("topic-attrs-idempotent-2", attrs)
 
-    @markers.snapshot.skip_snapshot_verify(
-        # skipped only for v1
-        condition=is_sns_v1_provider,
-        paths=["$..Error.Message"],
-    )
     @markers.aws.validated
     def test_create_topic_name_constraints(self, snapshot, sns_create_topic):
         # Valid names within length constraints
@@ -434,14 +391,6 @@ def test_create_topic_name_constraints(self, snapshot, sns_create_topic):
             snapshot.match(f"name-invalid-char-{index}", e.value.response)
 
     @markers.aws.validated
-    @markers.snapshot.skip_snapshot_verify(
-        # skipped only for v1
-        condition=is_sns_v1_provider,
-        paths=[
-            "$..Attributes.DeliveryPolicy",
-            "$..Attributes.EffectiveDeliveryPolicy",
-        ],
-    )
     def test_create_topic_in_multiple_regions(
         self, aws_client, aws_client_factory, snapshot, region_name, secondary_region_name
     ):
@@ -490,7 +439,6 @@ def test_list_topic_paging(self, aws_client, sns_create_topic):
         ]
         assert set(topic_arns).issubset(set(all_returned_arns))
 
-    @pytest.mark.skipif(is_sns_v1_provider(), reason="not covered in v1")
     @markers.aws.validated
     def test_topic_get_attributes_with_fifo_false(self, sns_create_topic, aws_client, snapshot):
         resp = sns_create_topic(
@@ -552,7 +500,6 @@ def test_topic_remove_permission(self, sns_create_topic, aws_client, snapshot, a
         policy_json = json.loads(policy_str)
         snapshot.match("topic-policy", policy_json)
 
-    @markers.snapshot.skip_snapshot_verify(paths=["$..Error.Message"], condition=is_sns_v1_provider)
     @markers.aws.validated
     def test_add_permission_errors(self, snapshot, aws_client, account_id):
         topic_name = f"topic-{short_uid()}"
@@ -609,7 +556,6 @@ def test_remove_permission_errors(self, snapshot, aws_client, account_id):
         snapshot.match("topic-not-found", e.value.response)
 
     @markers.aws.validated
-    @pytest.mark.skipif(condition=is_sns_v1_provider(), reason="Not implemented in moto")
     def test_data_protection_policy_crud(self, snapshot, aws_client, region_name):
         topic_name = f"topic-{short_uid()}"
         topic_arn = aws_client.sns.create_topic(Name=topic_name)["TopicArn"]
@@ -848,7 +794,6 @@ def test_topic_publish_another_region(
 
         snapshot.match("error-batch", e.value.response)
 
-    @pytest.mark.skipif(is_sns_v1_provider(), reason="not correctly implemented")
     @markers.aws.validated
     def test_publish_no_confirm_subscription(
         self, sns_create_topic, snapshot, sns_subscription, aws_client, e_mail_address
@@ -2493,7 +2438,6 @@ def test_publish_batch_messages_without_topic(self, sns_create_topic, snapshot,
         snapshot.match("publish-batch-no-topic", e.value.response)
 
     @markers.aws.validated
-    @pytest.mark.skipif(is_sns_v1_provider(), reason="not covered in v1")
     def test_publish_batch_exceptions(
         self, sns_create_topic, sqs_create_queue, sns_create_sqs_subscription, snapshot, aws_client
     ):
@@ -3209,7 +3153,6 @@ def test_fifo_topic_to_regular_sqs(
         snapshot.match("dedup-messages", response)
 
     @markers.aws.validated
-    @pytest.mark.skipif(is_sns_v1_provider(), reason="not covered in v1")
     def test_validations_for_fifo(
         self,
         sns_create_topic,
@@ -3293,14 +3236,6 @@ def test_validations_for_fifo(
         snapshot.match("no-msg-dedup-regular-topic", e.value.response)
 
     @markers.aws.validated
-    @markers.snapshot.skip_snapshot_verify(
-        paths=[
-            "$.topic-attrs.Attributes.DeliveryPolicy",
-            "$.topic-attrs.Attributes.EffectiveDeliveryPolicy",
-            "$.topic-attrs.Attributes.Policy.Statement..Action",  # SNS:Receive is added by moto but not returned in AWS
-        ],
-        condition=is_sns_v1_provider,
-    )
     @pytest.mark.parametrize("raw_message_delivery", [True, False])
     def test_publish_fifo_messages_to_dlq(
         self,
@@ -3462,14 +3397,6 @@ def get_messages_from_dlq(amount_msg: int):
             "$.republish-batch-response-fifo.Successful..SequenceNumber",  # TODO: SNS doesnt keep track of duplicate
         ],
     )
-    @markers.snapshot.skip_snapshot_verify(
-        paths=[
-            "$.topic-attrs.Attributes.DeliveryPolicy",
-            "$.topic-attrs.Attributes.EffectiveDeliveryPolicy",
-            "$.topic-attrs.Attributes.Policy.Statement..Action",  # SNS:Receive is added by moto but not returned in AWS
-        ],
-        condition=is_sns_v1_provider,
-    )
     @pytest.mark.parametrize("content_based_deduplication", [True, False])
     def test_publish_batch_messages_from_fifo_topic_to_fifo_queue(
         self,
@@ -3828,7 +3755,7 @@ class TestSNSSubscriptionSES:
     @markers.requires_in_process
     @markers.aws.only_localstack
     def test_topic_email_subscription_confirmation(
-        self, sns_create_topic, sns_subscription, aws_client, sns_provider
+        self, sns_create_topic, sns_subscription, aws_client
     ):
         # FIXME: we do not send the token to the email endpoint, so they cannot validate it
         # create AWS validated test for format
@@ -3841,7 +3768,6 @@ def test_topic_email_subscription_confirmation(
         )
         subscription_arn = subscription["SubscriptionArn"]
         parsed_arn = parse_arn(subscription_arn)
-        SnsProvider = sns_provider()
         store = SnsProvider.get_store(parsed_arn["account"], parsed_arn["region"])
 
         sub_attr = aws_client.sns.get_subscription_attributes(SubscriptionArn=subscription_arn)
@@ -3941,7 +3867,6 @@ def test_create_platform_application(
         response = sns_create_platform_application(Platform=platform, Attributes=attributes)
         snapshot.match("create-platform-application", response)
 
-    @pytest.mark.skipif(condition=is_sns_v1_provider(), reason="Parity gap with old provider")
     @markers.aws.manual_setup_required
     def test_list_platform_applications(
         self, aws_client, snapshot, sns_create_platform_application, platform_credentials
@@ -3965,7 +3890,6 @@ def test_list_platform_applications(
         ],
         ids=["no-args", "missing-credential", "missing-principal"],
     )
-    @pytest.mark.skipif(condition=is_sns_v1_provider(), reason="Parity gap with old provider")
     @markers.aws.validated
     def test_create_platform_application_invalid_attributes(self, aws_client, snapshot, attributes):
         # We cannot actually verify the validity of the passed credentials, which is why it is not part of this test
@@ -3977,7 +3901,6 @@ def test_create_platform_application_invalid_attributes(self, aws_client, snapsh
             )
         snapshot.match("platform-application-no-attributes", e.value.response)
 
-    @pytest.mark.skipif(condition=is_sns_v1_provider(), reason="Parity gap with old provider")
     @pytest.mark.parametrize(
         "name", [f"{'a' * 257}", "", "@name"], ids=["too-long", "empty", "invalid-char"]
     )
@@ -3991,7 +3914,6 @@ def test_create_platform_application_invalid_name(self, aws_client, snapshot, na
             )
         snapshot.match("invalid-application-name", e.value.response)
 
-    @pytest.mark.skipif(condition=is_sns_v1_provider(), reason="Parity gap with old provider")
     @markers.aws.validated
     def test_create_platform_application_invalid_platform(self, aws_client, snapshot):
         attributes = {"PlatformPrincipal": "dummy", "PlatformCredential": "dummy"}
@@ -4004,7 +3926,6 @@ def test_create_platform_application_invalid_platform(self, aws_client, snapshot
             )
         snapshot.match("invalid-platform", e.value.response)
 
-    @pytest.mark.skipif(condition=is_sns_v1_provider(), reason="Parity gap with old provider")
     @markers.aws.manual_setup_required
     def test_get_platform_application_attributes(
         self, aws_client, snapshot, sns_create_platform_application, platform_credentials
@@ -4022,7 +3943,6 @@ def test_get_platform_application_attributes(
         )
         snapshot.match("get-application-attributes", response)
 
-    @pytest.mark.skipif(condition=is_sns_v1_provider(), reason="Parity gap with old provider")
     @markers.aws.validated
     def test_get_platform_application_attributes_invalid_arn(self, aws_client, snapshot):
         with pytest.raises(ClientError) as e:
@@ -4039,7 +3959,6 @@ def test_get_platform_application_attributes_non_existing_app(
             )
         snapshot.match("non_existing-application-arn", e.value.response)
 
-    @pytest.mark.skipif(condition=is_sns_v1_provider(), reason="Parity gap with old provider")
     @markers.aws.manual_setup_required
     def test_set_platform_application_attributes(
         self, aws_client, snapshot, sns_create_platform_application, platform_credentials
@@ -4065,7 +3984,6 @@ def test_set_platform_application_attributes(
         )
         snapshot.match("set-get-application-attributes", response)
 
-    @pytest.mark.skipif(condition=is_sns_v1_provider(), reason="Parity gap with old provider")
     @markers.aws.validated
     def test_set_platform_application_attributes_invalid_arn(self, aws_client, snapshot):
         with pytest.raises(ClientError) as e:
@@ -4074,7 +3992,6 @@ def test_set_platform_application_attributes_invalid_arn(self, aws_client, snaps
             )
         snapshot.match("invalid-application-arn", e.value.response)
 
-    @pytest.mark.skipif(condition=is_sns_v1_provider(), reason="Parity gap with old provider")
     @pytest.mark.parametrize(
         "attributes",
         [
@@ -4408,7 +4325,6 @@ def test_set_platform_endpoint_attributes_non_existent_endpoint(
             aws_client.sns.set_endpoint_attributes(EndpointArn=endpoint_arn, Attributes=attributes)
         snapshot.match("set-platform-endpoint-attributes-non-existent-app", e.value.response)
 
-    @pytest.mark.skipif(condition=is_sns_v1_provider(), reason="Parity gap with old provider")
     @pytest.mark.parametrize(
         "attributes",
         [
@@ -4452,7 +4368,6 @@ def test_set_platform_endpoint_attributes_invalid_attributes(
             aws_client.sns.set_endpoint_attributes(EndpointArn=endpoint_arn, Attributes=attributes)
         snapshot.match("set-platform-endpoint-invalid-attributes", e.value.response)
 
-    @pytest.mark.skipif(condition=is_sns_v1_provider(), reason="Parity gap with old provider")
     @pytest.mark.parametrize(
         "attributes",
         [
@@ -4492,7 +4407,6 @@ def test_create_platform_endpoint_with_invalid_attributes(
             )
         snapshot.match("create-platform-endpoint-invalid-attr", e.value.response)
 
-    @pytest.mark.skipif(condition=is_sns_v1_provider(), reason="Parity gap with old provider")
     @markers.aws.manual_setup_required
     def test_create_platform_endpoint_custom_data(
         self,
@@ -4563,10 +4477,8 @@ def test_subscribe_platform_endpoint(
         aws_client,
         account_id,
         region_name,
-        sns_provider,
         platform_credentials,
     ):
-        SnsProvider = sns_provider()
         sns_backend = SnsProvider.get_store(account_id, region_name)
         topic_arn = sns_create_topic()["TopicArn"]
 
@@ -4737,7 +4649,6 @@ def test_publish_to_platform_endpoint_is_dispatched(
         aws_client,
         account_id,
         region_name,
-        sns_provider,
         platform_credentials,
     ):
         client_id, client_secret = platform_credentials
@@ -4779,7 +4690,6 @@ def test_publish_to_platform_endpoint_is_dispatched(
             Message=json.dumps(message),
             MessageStructure="json",
         )
-        SnsProvider = sns_provider()
         sns_backend = SnsProvider.get_store(account_id, region_name)
         platform_endpoint_msgs = sns_backend.platform_endpoint_messages
 
@@ -4797,13 +4707,12 @@ def check_message():
 class TestSNSSMS:
     @markers.requires_in_process
     @markers.aws.only_localstack
-    def test_publish_sms(self, aws_client, account_id, region_name, sns_provider):
+    def test_publish_sms(self, aws_client, account_id, region_name):
         phone_number = "+33000000000"
         response = aws_client.sns.publish(PhoneNumber=phone_number, Message="This is a SMS")
         assert "MessageId" in response
         assert response["ResponseMetadata"]["HTTPStatusCode"] == 200
 
-        SnsProvider = sns_provider()
         sns_backend = SnsProvider.get_store(
             account_id,
             region_name,
@@ -4835,7 +4744,7 @@ def test_subscribe_sms_endpoint(self, sns_create_topic, sns_subscription, snapsh
     @markers.requires_in_process
     @markers.aws.only_localstack
     def test_publish_sms_endpoint(
-        self, sns_create_topic, sns_subscription, aws_client, account_id, region_name, sns_provider
+        self, sns_create_topic, sns_subscription, aws_client, account_id, region_name
     ):
         list_of_contacts = [
             f"+{random.randint(100000000, 9999999999)}",
@@ -4849,7 +4758,6 @@ def test_publish_sms_endpoint(
 
         aws_client.sns.publish(Message=message, TopicArn=topic_arn)
 
-        SnsProvider = sns_provider()
         sns_backend = SnsProvider.get_store(account_id, region_name)
 
         def check_messages():
@@ -4886,7 +4794,6 @@ def test_publish_wrong_phone_format(
         snapshot.match("wrong-endpoint", e.value.response)
 
     @markers.aws.manual_setup_required
-    @pytest.mark.skipif(condition=is_sns_v1_provider(), reason="Not implemented in v1")
     def test_set_get_sms_attributes(self, aws_client, account_id, snapshot):
         if is_aws_cloud():
             LOG.warning(
@@ -4911,7 +4818,6 @@ def test_set_get_sms_attributes(self, aws_client, account_id, snapshot):
         snapshot.match("get-sms-some-attributes", response)
 
     @markers.aws.manual_setup_required
-    @pytest.mark.skipif(condition=is_sns_v1_provider(), reason="Not implemented in v1")
     def test_get_sms_attributes_from_unmodified_region(
         self, aws_client_factory, secondary_region_name, snapshot
     ):
@@ -4936,7 +4842,6 @@ def test_get_sms_attributes_from_unmodified_region(
         ids=["InvalidAttributeName", "TooLongID", "NoLetterID", "InvalidSMSType"],
     )
     @markers.aws.validated
-    @pytest.mark.skipif(condition=is_sns_v1_provider(), reason="Not implemented in v1")
     def test_set_invalid_sms_attributes(self, aws_client, snapshot, attribute_key_value):
         with pytest.raises(ClientError) as e:
             aws_client.sns.set_sms_attributes(
@@ -4947,14 +4852,13 @@ def test_set_invalid_sms_attributes(self, aws_client, snapshot, attribute_key_va
         snapshot.match("invalid-attribute", e.value.response)
 
     @markers.aws.manual_setup_required
-    @pytest.mark.skipif(is_sns_v1_provider(), reason="Not correctly implemented in v1")
     def test_is_phone_number_opted_out(
-        self, phone_number, aws_client, snapshot, sns_provider, account_id, region_name, cleanups
+        self, phone_number, aws_client, snapshot, account_id, region_name, cleanups
     ):
         # this test expects the fixture-provided phone number to be opted out
         # if you want to test against AWS, you need to manually opt out a number
         # https://us-east-1.console.aws.amazon.com/sms-voice/home?region=us-east-1#/opt-out-lists?name=Default&tab=opt-out-list-opted-out-numbers
-        sns_store = sns_provider().get_store(account_id, region_name)
+        sns_store = SnsProvider.get_store(account_id, region_name)
 
         def cleanup_store():
             sns_store.PHONE_NUMBERS_OPTED_OUT.remove(phone_number)
@@ -4967,14 +4871,13 @@ def cleanup_store():
         snapshot.match("phone-number-opted-out", response)
 
     @markers.aws.manual_setup_required
-    @pytest.mark.skipif(is_sns_v1_provider(), reason="Not correctly implemented in v1")
     def test_list_phone_numbers_opted_out(
-        self, phone_number, aws_client, snapshot, sns_provider, account_id, region_name, cleanups
+        self, phone_number, aws_client, snapshot, account_id, region_name, cleanups
     ):
         # this test expects exactly one phone number opted out
         # if you want to test against AWS, you need to manually opt out a number
         # https://us-east-1.console.aws.amazon.com/sms-voice/home?region=us-east-1#/opt-out-lists?name=Default&tab=opt-out-list-opted-out-numbers
-        sns_store = sns_provider().get_store(account_id, region_name)
+        sns_store = SnsProvider.get_store(account_id, region_name)
 
         def cleanup_store():
             sns_store.PHONE_NUMBERS_OPTED_OUT.remove(phone_number)
@@ -4993,16 +4896,15 @@ def cleanup_store():
         snapshot.match("list-phone-numbers-opted-out", response)
 
     @markers.aws.manual_setup_required
-    @pytest.mark.skipif(is_sns_v1_provider(), reason="Not correctly implemented in v1")
     def test_opt_in_phone_number(
-        self, phone_number, aws_client, snapshot, sns_provider, account_id, region_name, cleanups
+        self, phone_number, aws_client, snapshot, account_id, region_name, cleanups
     ):
         # this test expects exactly one phone number opted out
         # if you want to test against AWS, you need to manually opt out a number
         # https://us-east-1.console.aws.amazon.com/sms-voice/home?region=us-east-1#/opt-out-lists?name=Default&tab=opt-out-list-opted-out-numbers
         # IMPORTANT: a phone number can only be opted in once every 30 days on AWS.
         # Make sure everything else is set up and taken care of properly before trying to validate this.
-        sns_store = sns_provider().get_store(account_id, region_name)
+        sns_store = SnsProvider.get_store(account_id, region_name)
 
         def cleanup_store():
             sns_store.PHONE_NUMBERS_OPTED_OUT.remove(phone_number)
@@ -5018,9 +4920,8 @@ def cleanup_store():
 
     @markers.aws.only_localstack
     @markers.requires_in_process
-    @pytest.mark.skipif(is_sns_v1_provider(), reason="Not implemented in v1")
     def test_opt_out_phone_number_via_endpoint(
-        self, phone_number, aws_client, snapshot, sns_provider, account_id, cleanups
+        self, phone_number, aws_client, snapshot, account_id, cleanups
     ):
         response = aws_client.sns.check_if_phone_number_is_opted_out(phoneNumber=phone_number)
         assert not response["isOptedOut"]
@@ -5033,14 +4934,13 @@ def test_opt_out_phone_number_via_endpoint(
 
     @markers.aws.validated
     def test_opt_in_non_existing_phone_number(
-        self, phone_number, aws_client, snapshot, sns_provider, account_id, region_name
+        self, phone_number, aws_client, snapshot, account_id, region_name
     ):
         non_existing_number = "+4411111111"
         response = aws_client.sns.opt_in_phone_number(phoneNumber=non_existing_number)
 
         snapshot.match("opt-in-non-existing-number", response)
 
-    @pytest.mark.skipif(is_sns_v1_provider(), reason="Not correctly implemented in v1")
     @markers.aws.validated
     def test_opt_in_invalid_number(self, phone_number, aws_client, snapshot):
         invalid_number = "invalid"
@@ -6177,14 +6077,6 @@ def test_cross_region_delivery_sqs(
 
 class TestSNSPublishDelivery:
     @markers.aws.validated
-    @markers.snapshot.skip_snapshot_verify(
-        paths=[
-            "$..Attributes.DeliveryPolicy",
-            "$..Attributes.EffectiveDeliveryPolicy",
-            "$..Attributes.Policy.Statement..Action",  # SNS:Receive is added by moto but not returned in AWS
-        ],
-        condition=is_sns_v1_provider,
-    )
     def test_delivery_lambda(
         self,
         sns_create_topic,
@@ -6409,13 +6301,11 @@ def test_publish_to_platform_endpoint_can_retrospect(
         account_id,
         region_name,
         secondary_region_name,
-        sns_provider,
         platform_credentials,
     ):
         platform = "APNS"
         client_id, client_secret = platform_credentials
         attributes = {"PlatformPrincipal": client_id, "PlatformCredential": client_secret}
-        SnsProvider = sns_provider()
         sns_backend = SnsProvider.get_store(account_id, region_name)
         # clean up the saved messages
         sns_backend_endpoint_arns = list(sns_backend.platform_endpoint_messages.keys())
@@ -6571,9 +6461,7 @@ def test_publish_sms_can_retrospect(
         account_id,
         region_name,
         secondary_region_name,
-        sns_provider,
     ):
-        SnsProvider = sns_provider()
         sns_store = SnsProvider.get_store(account_id, region_name)
 
         list_of_contacts = [
@@ -6677,9 +6565,7 @@ def test_subscription_tokens_can_retrospect(
         aws_client,
         account_id,
         region_name,
-        sns_provider,
     ):
-        SnsProvider = sns_provider()
         sns_store = SnsProvider.get_store(account_id, region_name)
         # clean up the saved tokens
         sns_store.subscription_tokens.clear()
diff --git a/tests/aws/services/sns/test_sns_filter_policy.py b/tests/aws/services/sns/test_sns_filter_policy.py
index 15ea761fb791d..18fc17eaec215 100644
--- a/tests/aws/services/sns/test_sns_filter_policy.py
+++ b/tests/aws/services/sns/test_sns_filter_policy.py
@@ -11,7 +11,6 @@
 from localstack.utils.aws.arns import get_partition
 from localstack.utils.files import load_file
 from localstack.utils.sync import poll_condition, retry
-from tests.aws.services.sns.conftest import skip_if_sns_v2
 
 THIS_FOLDER: str = os.path.dirname(os.path.realpath(__file__))
 TEST_PAYLOAD_DIR = os.path.join(THIS_FOLDER, "test_payloads")
@@ -52,7 +51,6 @@ def _inner(topic_arn: str, queue_url: str, filter_scope: str, filter_policy: dic
 
 class TestSNSFilterPolicyCrud:
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_set_subscription_filter_policy_scope(
         self, sqs_create_queue, sns_create_topic, sns_create_sqs_subscription, snapshot, aws_client
     ):
@@ -104,7 +102,6 @@ def test_set_subscription_filter_policy_scope(
         snapshot.match("sub-attrs-after-setting-policy", subscription_attrs)
 
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_sub_filter_policy_nested_property(
         self, sqs_create_queue, sns_create_topic, sns_create_sqs_subscription, snapshot, aws_client
     ):
@@ -147,7 +144,6 @@ def test_sub_filter_policy_nested_property(
             "$.sub-filter-policy-rule-no-list.Error.Message",  # message contains java trace in AWS, assert instead
         ]
     )
-    @skip_if_sns_v2
     def test_sub_filter_policy_nested_property_constraints(
         self, sqs_create_queue, sns_create_topic, sns_create_sqs_subscription, snapshot, aws_client
     ):
@@ -214,7 +210,6 @@ def test_sub_filter_policy_nested_property_constraints(
 
 class TestSNSFilterPolicyAttributes:
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_filter_policy(
         self, sqs_create_queue, sns_create_topic, sns_create_sqs_subscription, snapshot, aws_client
     ):
@@ -340,7 +335,6 @@ def check_no_filter_policy():
         snapshot.match("messages-4", response_4)
 
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_exists_filter_policy(
         self, sqs_create_queue, sns_create_topic, sns_create_sqs_subscription, snapshot, aws_client
     ):
@@ -458,7 +452,6 @@ def get_filter_policy():
         assert num_msgs_4 == num_msgs_3
 
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_exists_filter_policy_attributes_array(
         self,
         sqs_create_queue,
@@ -561,7 +554,6 @@ def get_messages(aws_client, _queue_url: str, _msg_list: list, expected: int):
 
     @markers.aws.validated
     @pytest.mark.parametrize("raw_message_delivery", [True, False])
-    @skip_if_sns_v2
     def test_filter_policy_on_message_body(
         self,
         sqs_create_queue,
@@ -668,7 +660,6 @@ def test_filter_policy_on_message_body(
         assert "Messages" not in response or response["Messages"] == []
 
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_filter_policy_for_batch(
         self, sqs_create_queue, sns_create_topic, sns_create_sqs_subscription, snapshot, aws_client
     ):
@@ -772,7 +763,6 @@ def test_filter_policy_for_batch(
         snapshot.match("messages-with-filter-after-publish-filtered", response_after_publish_filter)
 
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_filter_policy_on_message_body_dot_attribute(
         self,
         sqs_create_queue,
@@ -898,7 +888,6 @@ def _verify_and_snapshot_sqs_messages(msg_to_send: list[dict], snapshot_prefix:
         assert "Messages" not in response or response["Messages"] == []
 
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_filter_policy_on_message_body_array_attributes(
         self,
         sqs_create_queue,
@@ -958,7 +947,6 @@ def test_filter_policy_on_message_body_array_attributes(
             snapshot.match(f"messages-queue-{i}", {"Messages": recv_messages})
 
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_filter_policy_on_message_body_array_of_object_attributes(
         self,
         sqs_create_queue,
@@ -1074,7 +1062,6 @@ def test_filter_policy_on_message_body_array_of_object_attributes(
         snapshot.match("messages", {"Messages": received_messages})
 
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_filter_policy_on_message_body_or_attribute(
         self,
         sqs_create_queue,
@@ -1172,7 +1159,6 @@ def test_filter_policy_on_message_body_or_attribute(
         snapshot.match("messages-queue", {"Messages": recv_messages})
 
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_filter_policy_empty_array_payload(
         self,
         sqs_create_queue,
@@ -1226,7 +1212,6 @@ def test_filter_policy_empty_array_payload(
         snapshot.match("messages-queue", {"Messages": recv_messages})
 
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_filter_policy_large_complex_payload(
         self,
         sqs_create_queue,
@@ -1265,7 +1250,6 @@ def test_filter_policy_large_complex_payload(
         assert len(recv_messages) == 1
 
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_filter_policy_ip_address_condition(
         self,
         sqs_create_queue,
@@ -1359,7 +1343,6 @@ def _add_normalized_field_to_snapshot(error_dict):
         # AWS adds JSON position error: `\n at [Source: (String)"{"key":[["value"]]}"; line: 1, column: 10]`
         paths=["$..Error.Message"]
     )
-    @skip_if_sns_v2
     def test_validate_policy(
         self,
         sns_create_topic,
@@ -1398,7 +1381,6 @@ def _subscribe(policy: dict):
 
     @markers.aws.validated
     @markers.snapshot.skip_snapshot_verify(paths=["$..Error.Message"])
-    @skip_if_sns_v2
     def test_validate_policy_string_operators(
         self,
         sns_create_topic,
@@ -1503,7 +1485,6 @@ def _subscribe(policy: dict):
 
     @markers.aws.validated
     @markers.snapshot.skip_snapshot_verify(paths=["$..Error.Message"])
-    @skip_if_sns_v2
     def test_validate_policy_numeric_operator(
         self,
         sns_create_topic,
@@ -1609,7 +1590,6 @@ def _subscribe(policy: dict):
 
     @markers.aws.validated
     @markers.snapshot.skip_snapshot_verify(paths=["$..Error.Message"])
-    @skip_if_sns_v2
     def test_validate_policy_exists_operator(
         self,
         sns_create_topic,
@@ -1642,7 +1622,6 @@ def _subscribe(policy: dict):
 
     @markers.aws.validated
     @markers.snapshot.skip_snapshot_verify(paths=["$..Error.Message"])
-    @skip_if_sns_v2
     def test_validate_policy_nested_anything_but_operator(
         self,
         sns_create_topic,
@@ -1708,7 +1687,6 @@ def _subscribe(policy: dict):
         assert response["ResponseMetadata"]["HTTPStatusCode"] == 200
 
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_policy_complexity(
         self,
         sns_create_topic,
@@ -1753,7 +1731,6 @@ def _subscribe(policy: dict):
         snapshot.match("error-complexity-too-many-fields", e.value.response)
 
     @markers.aws.validated
-    @skip_if_sns_v2
     def test_policy_complexity_with_or(
         self,
         sns_create_topic,
diff --git a/tests/unit/services/sns/test_sns.py b/tests/unit/services/sns/test_sns.py
index 545ea6d39c1ed..e842065a4b52e 100644
--- a/tests/unit/services/sns/test_sns.py
+++ b/tests/unit/services/sns/test_sns.py
@@ -13,11 +13,11 @@
 from localstack.services.sns.provider import (
     encode_subscription_token_with_region,
     get_region_from_subscription_token,
-    is_raw_message_delivery,
 )
 from localstack.services.sns.publisher import (
     compute_canonical_string,
     create_sns_message_body,
+    is_raw_message_delivery,
 )
 from localstack.utils.time import timestamp_millis
 

From 72ddf62cd69f4e57a1b6832672224d8096fb6663 Mon Sep 17 00:00:00 2001
From: Aiden Huynh <115724666+aidehn@users.noreply.github.com>
Date: Thu, 5 Feb 2026 18:12:02 +0800
Subject: [PATCH 581/697] Route53: Move tagging logic into Provider methods
 (#13606)

---
 .../localstack/services/route53/provider.py   | 20 +++++++++++++-
 .../localstack/testing/pytest/fixtures.py     |  5 +++-
 tests/aws/services/route53/test_route53.py    | 14 ++++++++++
 .../route53/test_route53.snapshot.json        | 27 +++++++++++++++++++
 .../route53/test_route53.validation.json      |  9 +++++++
 5 files changed, 73 insertions(+), 2 deletions(-)

diff --git a/localstack-core/localstack/services/route53/provider.py b/localstack-core/localstack/services/route53/provider.py
index 3ea02a4b9f703..b05070e1b8321 100644
--- a/localstack-core/localstack/services/route53/provider.py
+++ b/localstack-core/localstack/services/route53/provider.py
@@ -11,6 +11,7 @@
     ChangeStatus,
     CreateHostedZoneResponse,
     DeleteHealthCheckResponse,
+    DeleteHostedZoneResponse,
     DNSName,
     GetChangeResponse,
     GetHealthCheckResponse,
@@ -36,6 +37,12 @@ def accept_state_visitor(self, visitor: StateVisitor):
         visitor.visit(route53_backends)
         visitor.visit(route53_stores)
 
+    # No tag deletion logic to handle in Community. Overwritten in Pro implementation.
+    def remove_resource_tags(
+        self, context: RequestContext, resource_type: str, resource_id: str
+    ) -> None:
+        return
+
     def create_hosted_zone(
         self,
         context: RequestContext,
@@ -114,6 +121,13 @@ def get_health_check(
             )
         )
 
+    def delete_hosted_zone(
+        self, context: RequestContext, id: ResourceId, **kwargs
+    ) -> DeleteHostedZoneResponse:
+        response = call_moto(context)
+        self.remove_resource_tags(context=context, resource_type="hostedzone", resource_id=id)
+        return response
+
     def delete_health_check(
         self, context: RequestContext, health_check_id: HealthCheckId, **kwargs
     ) -> DeleteHealthCheckResponse:
@@ -126,4 +140,8 @@ def delete_health_check(
             )
 
         route53_backends[context.account_id][context.partition].delete_health_check(health_check_id)
-        return {}
+        self.remove_resource_tags(
+            context=context, resource_type="healthcheck", resource_id=health_check_id
+        )
+
+        return DeleteHealthCheckResponse()
diff --git a/localstack-core/localstack/testing/pytest/fixtures.py b/localstack-core/localstack/testing/pytest/fixtures.py
index 60e0005ddadb8..cba76c6a79a41 100644
--- a/localstack-core/localstack/testing/pytest/fixtures.py
+++ b/localstack-core/localstack/testing/pytest/fixtures.py
@@ -2489,7 +2489,10 @@ def factory(**kwargs):
     yield factory
 
     for zone_id in zone_ids[::-1]:
-        aws_client.route53.delete_hosted_zone(Id=zone_id)
+        try:
+            aws_client.route53.delete_hosted_zone(Id=zone_id)
+        except ClientError as e:
+            LOG.debug("failed to delete hosted zone %s: %s", zone_id, e)
 
 
 @pytest.fixture
diff --git a/tests/aws/services/route53/test_route53.py b/tests/aws/services/route53/test_route53.py
index 93872854ed140..942b5ffe9e063 100644
--- a/tests/aws/services/route53/test_route53.py
+++ b/tests/aws/services/route53/test_route53.py
@@ -222,3 +222,17 @@ def test_reusable_delegation_sets(self, aws_client):
         with pytest.raises(Exception) as ctx:
             client.get_reusable_delegation_set(Id=set_id_1)
         assert "NoSuchDelegationSet" in str(ctx.value)
+
+    @markers.aws.validated
+    def test_delete_hosted_zone(self, aws_client, hosted_zone, snapshot):
+        hosted_zone_response = hosted_zone(Name=f"zone-{short_uid()}.com")
+        hosted_zone_id = hosted_zone_response["HostedZone"]["Id"].split("/")[-1]
+
+        snapshot.add_transformer(snapshot.transform.regex(hosted_zone_id, "<hosted-zone-id>"))
+
+        with pytest.raises(ClientError) as e:
+            aws_client.route53.delete_hosted_zone(Id=hosted_zone_id + "asdf1234")
+        snapshot.match("no-such-hosted-zone-error", e.value.response)
+
+        delete_hosted_zone_response = aws_client.route53.delete_hosted_zone(Id=hosted_zone_id)
+        snapshot.match("delete-hosted-zone-response", delete_hosted_zone_response)
diff --git a/tests/aws/services/route53/test_route53.snapshot.json b/tests/aws/services/route53/test_route53.snapshot.json
index e82bcf05108b1..4572f18077026 100644
--- a/tests/aws/services/route53/test_route53.snapshot.json
+++ b/tests/aws/services/route53/test_route53.snapshot.json
@@ -142,5 +142,32 @@
         }
       }
     }
+  },
+  "tests/aws/services/route53/test_route53.py::TestRoute53::test_delete_hosted_zone": {
+    "recorded-date": "12-01-2026, 00:07:24",
+    "recorded-content": {
+      "no-such-hosted-zone-error": {
+        "Error": {
+          "Code": "NoSuchHostedZone",
+          "Message": "No hosted zone found with ID: <hosted-zone-id>asdf1234",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 404
+        }
+      },
+      "delete-hosted-zone-response": {
+        "ChangeInfo": {
+          "Id": "/change/<change-id>",
+          "Status": "<status:1>",
+          "SubmittedAt": "datetime"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/route53/test_route53.validation.json b/tests/aws/services/route53/test_route53.validation.json
index 5a7b0037f1b09..731f390ce6725 100644
--- a/tests/aws/services/route53/test_route53.validation.json
+++ b/tests/aws/services/route53/test_route53.validation.json
@@ -14,6 +14,15 @@
   "tests/aws/services/route53/test_route53.py::TestRoute53::test_crud_health_check": {
     "last_validated_date": "2024-06-13T08:05:47+00:00"
   },
+  "tests/aws/services/route53/test_route53.py::TestRoute53::test_delete_hosted_zone": {
+    "last_validated_date": "2026-01-12T00:07:24+00:00",
+    "durations_in_seconds": {
+      "setup": 0.66,
+      "call": 0.74,
+      "teardown": 0.1,
+      "total": 1.5
+    }
+  },
   "tests/aws/services/route53/test_route53.py::TestRoute53::test_reusable_delegation_sets": {
     "last_validated_date": "2024-06-13T07:43:08+00:00"
   }

From 4c7fcdfc931d4b462add4a61e9182249439c439f Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Thu, 5 Feb 2026 11:12:22 +0100
Subject: [PATCH 582/697] deps: upgrade rolo/localstack-twisted (#13695)

---
 pyproject.toml                | 6 ++----
 requirements-base-runtime.txt | 4 ++--
 requirements-dev.txt          | 4 ++--
 requirements-runtime.txt      | 4 ++--
 requirements-test.txt         | 4 ++--
 requirements-typehint.txt     | 4 ++--
 6 files changed, 12 insertions(+), 14 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 367db2d085d0d..886626fbc30d5 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -64,8 +64,7 @@ base-runtime = [
     "jsonpointer>=3.0.0",
     "jsonschema>=4.25.1",
     "hypercorn>=0.14.4",
-    # TODO: remove this pin once regression in rolo with multiheaders is fixed
-    "localstack-twisted==24.3.0",
+    "localstack-twisted>=25.0",
     "openapi-core>=0.19.2",
     "pydantic>=2.11.9",
     "pyopenssl>=23.0.0",
@@ -76,8 +75,7 @@ base-runtime = [
     "urllib3>=2.0.7",
     "Werkzeug>=3.1.3",
     "xmltodict>=0.13.0",
-    # TODO: remove this pin once regression with multiheaders is fixed
-    "rolo==0.7.6",
+    "rolo>=0.8.1",
 ]
 
 # required to actually run localstack on the host
diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index e54209663fd71..804417d8585cc 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -99,7 +99,7 @@ jsonschema-specifications==2025.9.1
     #   openapi-schema-validator
 lazy-object-proxy==1.12.0
     # via openapi-spec-validator
-localstack-twisted==24.3.0
+localstack-twisted==25.5.0
     # via localstack-core (pyproject.toml)
 markdown-it-py==4.0.0
     # via rich
@@ -171,7 +171,7 @@ rfc3339-validator==0.1.4
     # via openapi-schema-validator
 rich==14.3.2
     # via localstack-core (pyproject.toml)
-rolo==0.7.6
+rolo==0.8.1
     # via localstack-core (pyproject.toml)
 rpds-py==0.30.0
     # via
diff --git a/requirements-dev.txt b/requirements-dev.txt
index 7b537ef63eb75..84b49228ee16d 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -246,7 +246,7 @@ librt==0.7.8
     # via mypy
 localstack-snapshot==0.3.3
     # via localstack-core
-localstack-twisted==24.3.0
+localstack-twisted==25.5.0
     # via localstack-core
 markdown-it-py==4.0.0
     # via rich
@@ -440,7 +440,7 @@ rich==14.3.2
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
-rolo==0.7.6
+rolo==0.8.1
     # via localstack-core
 rpds-py==0.30.0
     # via
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index 646c0db1f5d38..6e228ddbf81f5 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -179,7 +179,7 @@ kclpy-ext==3.0.5
     # via localstack-core (pyproject.toml)
 lazy-object-proxy==1.12.0
     # via openapi-spec-validator
-localstack-twisted==24.3.0
+localstack-twisted==25.5.0
     # via localstack-core
 markdown-it-py==4.0.0
     # via rich
@@ -312,7 +312,7 @@ rich==14.3.2
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
-rolo==0.7.6
+rolo==0.8.1
     # via localstack-core
 rpds-py==0.30.0
     # via
diff --git a/requirements-test.txt b/requirements-test.txt
index 644846a885e6c..a9495d9cd9119 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -225,7 +225,7 @@ lazy-object-proxy==1.12.0
     # via openapi-spec-validator
 localstack-snapshot==0.3.3
     # via localstack-core (pyproject.toml)
-localstack-twisted==24.3.0
+localstack-twisted==25.5.0
     # via localstack-core
 markdown-it-py==4.0.0
     # via rich
@@ -391,7 +391,7 @@ rich==14.3.2
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
-rolo==0.7.6
+rolo==0.8.1
     # via localstack-core
 rpds-py==0.30.0
     # via
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index 843831a881c51..d541f3f7acda5 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -250,7 +250,7 @@ librt==0.7.8
     # via mypy
 localstack-snapshot==0.3.3
     # via localstack-core
-localstack-twisted==24.3.0
+localstack-twisted==25.5.0
     # via localstack-core
 markdown-it-py==4.0.0
     # via rich
@@ -640,7 +640,7 @@ rich==14.3.2
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
-rolo==0.7.6
+rolo==0.8.1
     # via localstack-core
 rpds-py==0.30.0
     # via

From 3bd884ba1281dcf3eb401227807da17985defbe3 Mon Sep 17 00:00:00 2001
From: Viren Nadkarni <viren.nadkarni@localstack.cloud>
Date: Thu, 5 Feb 2026 16:00:50 +0530
Subject: [PATCH 583/697] Deprecate TaggingService (#13697)

---
 localstack-core/localstack/utils/tagging.py | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/localstack-core/localstack/utils/tagging.py b/localstack-core/localstack/utils/tagging.py
index 0d212484179d0..cbd425e369959 100644
--- a/localstack-core/localstack/utils/tagging.py
+++ b/localstack-core/localstack/utils/tagging.py
@@ -1,3 +1,7 @@
+from warnings import deprecated
+
+
+@deprecated("`TaggingService` is deprecated. Please use the `RGTAPlugin`/`Tagger` system.")
 class TaggingService:
     key_field: str
     value_field: str

From 3a3586ba0af3d294d2f83e7e55c7e08a0dcee00b Mon Sep 17 00:00:00 2001
From: Nikos <nikos.michas@localstack.cloud>
Date: Thu, 5 Feb 2026 14:18:11 +0200
Subject: [PATCH 584/697] CloudFormation: make
 test_fn_find_in_map_with_nested_ref_change_mapping region-agnostic (#13700)

---
 .../cloudformation/test_change_set_mappings.py       | 10 ++++++----
 .../test_change_set_mappings.snapshot.json           | 12 ++++++------
 .../test_change_set_mappings.validation.json         |  6 +++---
 3 files changed, 15 insertions(+), 13 deletions(-)

diff --git a/tests/aws/services/cloudformation/test_change_set_mappings.py b/tests/aws/services/cloudformation/test_change_set_mappings.py
index 8b3a025b1763b..28556771c83db 100644
--- a/tests/aws/services/cloudformation/test_change_set_mappings.py
+++ b/tests/aws/services/cloudformation/test_change_set_mappings.py
@@ -370,6 +370,8 @@ def test_fn_find_in_map_with_nested_ref_change_mapping(
         self,
         snapshot,
         capture_update_process,
+        region_name,
+        secondary_region_name,
     ):
         name1 = f"topic-name-1-{long_uid()}"
         snapshot.add_transformer(RegexTransformer(name1, "topic-name-1"))
@@ -377,8 +379,8 @@ def test_fn_find_in_map_with_nested_ref_change_mapping(
         template_1 = {
             "Mappings": {
                 "RegionMap": {
-                    "us-east-1": {"value": "east-value-1"},
-                    "us-west-2": {"value": "west-value-1"},
+                    region_name: {"value": "value-1"},
+                    secondary_region_name: {"value": "value-2"},
                 }
             },
             "Resources": {
@@ -402,8 +404,8 @@ def test_fn_find_in_map_with_nested_ref_change_mapping(
         template_2 = {
             "Mappings": {
                 "RegionMap": {
-                    "us-east-1": {"value": "east-value-2"},  # Changed
-                    "us-west-2": {"value": "west-value-2"},  # Changed
+                    region_name: {"value": "value-3"},  # changed
+                    secondary_region_name: {"value": "value-4"},  # changed
                 }
             },
             "Resources": {
diff --git a/tests/aws/services/cloudformation/test_change_set_mappings.snapshot.json b/tests/aws/services/cloudformation/test_change_set_mappings.snapshot.json
index 3db44940b1e4c..db8e9f5b38182 100644
--- a/tests/aws/services/cloudformation/test_change_set_mappings.snapshot.json
+++ b/tests/aws/services/cloudformation/test_change_set_mappings.snapshot.json
@@ -2834,7 +2834,7 @@
     }
   },
   "tests/aws/services/cloudformation/test_change_set_mappings.py::TestChangeSetMappings::test_fn_find_in_map_with_nested_ref_change_mapping": {
-    "recorded-date": "02-02-2026, 11:43:11",
+    "recorded-date": "04-02-2026, 11:54:54",
     "recorded-content": {
       "create-change-set-1": {
         "Id": "arn:<partition>:cloudformation:<region>:111111111111:changeSet/<resource:1>",
@@ -2858,7 +2858,7 @@
               "Action": "Add",
               "AfterContext": {
                 "Properties": {
-                  "DisplayName": "east-value-1",
+                  "DisplayName": "value-1",
                   "TopicName": "topic-name-1"
                 }
               },
@@ -2971,13 +2971,13 @@
               "Action": "Modify",
               "AfterContext": {
                 "Properties": {
-                  "DisplayName": "east-value-2",
+                  "DisplayName": "value-3",
                   "TopicName": "topic-name-1"
                 }
               },
               "BeforeContext": {
                 "Properties": {
-                  "DisplayName": "east-value-1",
+                  "DisplayName": "value-1",
                   "TopicName": "topic-name-1"
                 }
               },
@@ -2986,10 +2986,10 @@
                   "ChangeSource": "DirectModification",
                   "Evaluation": "Static",
                   "Target": {
-                    "AfterValue": "east-value-2",
+                    "AfterValue": "value-3",
                     "Attribute": "Properties",
                     "AttributeChangeType": "Modify",
-                    "BeforeValue": "east-value-1",
+                    "BeforeValue": "value-1",
                     "Name": "DisplayName",
                     "Path": "/Properties/DisplayName",
                     "RequiresRecreation": "Never"
diff --git a/tests/aws/services/cloudformation/test_change_set_mappings.validation.json b/tests/aws/services/cloudformation/test_change_set_mappings.validation.json
index f6eed1fb7ecc3..6a8f667c41974 100644
--- a/tests/aws/services/cloudformation/test_change_set_mappings.validation.json
+++ b/tests/aws/services/cloudformation/test_change_set_mappings.validation.json
@@ -18,12 +18,12 @@
     }
   },
   "tests/aws/services/cloudformation/test_change_set_mappings.py::TestChangeSetMappings::test_fn_find_in_map_with_nested_ref_change_mapping": {
-    "last_validated_date": "2026-02-02T11:43:11+00:00",
+    "last_validated_date": "2026-02-04T11:54:54+00:00",
     "durations_in_seconds": {
       "setup": 0.61,
-      "call": 90.09,
+      "call": 91.81,
       "teardown": 0.32,
-      "total": 91.02
+      "total": 92.74
     }
   },
   "tests/aws/services/cloudformation/test_change_set_mappings.py::TestChangeSetMappings::test_mapping_addition_with_resource": {

From 15bf596085ccf7199eb0ee88d784be924f699ac9 Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Thu, 5 Feb 2026 14:31:57 +0100
Subject: [PATCH 585/697] SNS: add missing `requires_in_process` test markers
 (#13703)

---
 tests/aws/services/sns/test_sns.py | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/tests/aws/services/sns/test_sns.py b/tests/aws/services/sns/test_sns.py
index 83983ad951eba..7a030b0a889d8 100644
--- a/tests/aws/services/sns/test_sns.py
+++ b/tests/aws/services/sns/test_sns.py
@@ -4852,6 +4852,7 @@ def test_set_invalid_sms_attributes(self, aws_client, snapshot, attribute_key_va
         snapshot.match("invalid-attribute", e.value.response)
 
     @markers.aws.manual_setup_required
+    @markers.requires_in_process
     def test_is_phone_number_opted_out(
         self, phone_number, aws_client, snapshot, account_id, region_name, cleanups
     ):
@@ -4871,6 +4872,7 @@ def cleanup_store():
         snapshot.match("phone-number-opted-out", response)
 
     @markers.aws.manual_setup_required
+    @markers.requires_in_process
     def test_list_phone_numbers_opted_out(
         self, phone_number, aws_client, snapshot, account_id, region_name, cleanups
     ):
@@ -4896,6 +4898,7 @@ def cleanup_store():
         snapshot.match("list-phone-numbers-opted-out", response)
 
     @markers.aws.manual_setup_required
+    @markers.requires_in_process
     def test_opt_in_phone_number(
         self, phone_number, aws_client, snapshot, account_id, region_name, cleanups
     ):

From 8422daf39cc80a5d9fbbcf5c14fab633ace6e672 Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Thu, 5 Feb 2026 15:11:24 +0100
Subject: [PATCH 586/697] testing: avoid installing service dependencies in
 runners if unnecessary  (#13701)

---
 localstack-core/localstack/testing/config.py  |  4 +++
 .../testing/pytest/in_memory_localstack.py    |  6 ++---
 tests/aws/conftest.py                         | 27 ++++++++++++++-----
 tests/aws/services/es/test_es.py              |  6 +++++
 .../services/opensearch/test_opensearch.py    |  5 ++++
 .../services/transcribe/test_transcribe.py    |  5 ++++
 6 files changed, 44 insertions(+), 9 deletions(-)

diff --git a/localstack-core/localstack/testing/config.py b/localstack-core/localstack/testing/config.py
index 352c6923e33ac..8f4b8377e952e 100644
--- a/localstack-core/localstack/testing/config.py
+++ b/localstack-core/localstack/testing/config.py
@@ -1,5 +1,6 @@
 import os
 
+from localstack.config import is_env_true
 from localstack.constants import DEFAULT_AWS_ACCOUNT_ID
 
 # Credentials used in the test suite
@@ -19,3 +20,6 @@
 SECONDARY_TEST_AWS_SECRET_ACCESS_KEY = os.getenv("SECONDARY_TEST_AWS_SECRET_ACCESS_KEY") or "test2"
 SECONDARY_TEST_AWS_SESSION_TOKEN = os.getenv("SECONDARY_TEST_AWS_SESSION_TOKEN")
 SECONDARY_TEST_AWS_REGION_NAME = os.getenv("SECONDARY_TEST_AWS_REGION_NAME") or "ap-southeast-1"
+
+TEST_SKIP_LOCALSTACK_START = is_env_true("TEST_SKIP_LOCALSTACK_START")
+TEST_FORCE_LOCALSTACK_START = is_env_true("TEST_FORCE_LOCALSTACK_START")
diff --git a/localstack-core/localstack/testing/pytest/in_memory_localstack.py b/localstack-core/localstack/testing/pytest/in_memory_localstack.py
index 0fcfe7df0fe4f..534a8805cc65d 100644
--- a/localstack-core/localstack/testing/pytest/in_memory_localstack.py
+++ b/localstack-core/localstack/testing/pytest/in_memory_localstack.py
@@ -21,8 +21,8 @@ def pytest_configure(config):
 from _pytest.config.argparsing import Parser
 from _pytest.main import Session
 
+import localstack.testing.config as test_config
 from localstack import config as localstack_config
-from localstack.config import is_env_true
 from localstack.constants import ENV_INTERNAL_TEST_RUN
 
 LOG = logging.getLogger(__name__)
@@ -53,12 +53,12 @@ def pytest_runtestloop(session: Session):
 
     from localstack.testing.aws.util import is_aws_cloud
 
-    if is_env_true("TEST_SKIP_LOCALSTACK_START"):
+    if test_config.TEST_SKIP_LOCALSTACK_START:
         LOG.info("TEST_SKIP_LOCALSTACK_START is set, not starting localstack")
         return
 
     if is_aws_cloud():
-        if not is_env_true("TEST_FORCE_LOCALSTACK_START"):
+        if not test_config.TEST_FORCE_LOCALSTACK_START:
             LOG.info("Test running against aws, not starting localstack")
             return
         LOG.info("TEST_FORCE_LOCALSTACK_START is set, a Localstack instance will be created.")
diff --git a/tests/aws/conftest.py b/tests/aws/conftest.py
index 94a19b8a2dd65..67a47237f3930 100644
--- a/tests/aws/conftest.py
+++ b/tests/aws/conftest.py
@@ -7,6 +7,7 @@
 
 from localstack import config as localstack_config
 from localstack import constants
+from localstack.testing import config as test_config
 from localstack.testing.snapshots.transformer_utility import (
     SNAPSHOT_BASIC_TRANSFORMER,
     SNAPSHOT_BASIC_TRANSFORMER_NEW,
@@ -26,6 +27,26 @@ def pytest_configure(config: Config):
 
 
 def pytest_runtestloop(session):
+    """
+    This pytest plugin allows us to pre-install external dependencies that are usually lazy-loaded by the services.
+    This helps us surface download issues earlier.
+    This is not needed if we are running the test against an external instance, as it installs the dependencies on the
+    runner running the tests.
+    """
+    if not session.items:
+        return
+
+    if session.config.option.collectonly:
+        return
+
+    if test_config.TEST_SKIP_LOCALSTACK_START:
+        return
+
+    from localstack.testing.aws.util import is_aws_cloud
+
+    if is_aws_cloud() and not test_config.TEST_FORCE_LOCALSTACK_START:
+        return
+
     # second pytest lifecycle hook (before test runner starts)
     test_init_functions = set()
 
@@ -56,12 +77,6 @@ def pytest_runtestloop(session):
 
             test_init_functions.add(transcribe_install_async)
 
-    if not session.items:
-        return
-
-    if session.config.option.collectonly:
-        return
-
     for fn in test_init_functions:
         fn()
 
diff --git a/tests/aws/services/es/test_es.py b/tests/aws/services/es/test_es.py
index c8f1118edbbb5..64657225c0312 100644
--- a/tests/aws/services/es/test_es.py
+++ b/tests/aws/services/es/test_es.py
@@ -11,6 +11,8 @@
     elasticsearch_package,
     opensearch_package,
 )
+from localstack.testing import config as test_config
+from localstack.testing.aws.util import is_aws_cloud
 from localstack.testing.pytest import markers
 from localstack.utils.common import safe_requests as requests
 from localstack.utils.common import short_uid, start_worker_thread
@@ -50,6 +52,10 @@ def run_install(*args):
 
 @pytest.fixture(autouse=True)
 def elasticsearch():
+    if is_aws_cloud() or test_config.TEST_SKIP_LOCALSTACK_START:
+        # we don't install the dependencies if LocalStack is not running in process
+        return
+
     if not installed.is_set():
         install_async()
 
diff --git a/tests/aws/services/opensearch/test_opensearch.py b/tests/aws/services/opensearch/test_opensearch.py
index 2b28758ab4d21..30ba1800c0a62 100644
--- a/tests/aws/services/opensearch/test_opensearch.py
+++ b/tests/aws/services/opensearch/test_opensearch.py
@@ -42,6 +42,7 @@
     OPENSEARCH_PLUGIN_LIST,
     opensearch_package,
 )
+from localstack.testing import config as test_config
 from localstack.testing.aws.util import is_aws_cloud
 from localstack.testing.pytest import markers
 from localstack.utils.common import call_safe, poll_condition, retry, short_uid, start_worker_thread
@@ -81,6 +82,10 @@ def run_install(*args):
 
 @pytest.fixture(autouse=True)
 def opensearch():
+    if is_aws_cloud() or test_config.TEST_SKIP_LOCALSTACK_START:
+        # we don't install the dependencies if LocalStack is not running in process
+        return
+
     if not installed.is_set():
         install_async()
 
diff --git a/tests/aws/services/transcribe/test_transcribe.py b/tests/aws/services/transcribe/test_transcribe.py
index e3235ade6ce8b..0f3717dccabba 100644
--- a/tests/aws/services/transcribe/test_transcribe.py
+++ b/tests/aws/services/transcribe/test_transcribe.py
@@ -14,6 +14,7 @@
 from localstack.packages.ffmpeg import ffmpeg_package
 from localstack.services.transcribe.packages import vosk_package
 from localstack.services.transcribe.provider import LANGUAGE_MODELS, TranscribeProvider
+from localstack.testing import config as test_config
 from localstack.testing.aws.util import is_aws_cloud
 from localstack.testing.pytest import markers
 from localstack.utils.files import new_tmp_file
@@ -97,6 +98,10 @@ def transcribe_snapshot_transformer(snapshot):
 class TestTranscribe:
     @pytest.fixture(scope="class", autouse=True)
     def pre_install_dependencies(self):
+        if is_aws_cloud() or test_config.TEST_SKIP_LOCALSTACK_START:
+            # we don't install the dependencies if LocalStack is not running in process
+            return
+
         if not ffmpeg_installed.is_set() or not vosk_installed.is_set():
             install_async()
 

From cf9a6fcf0e2c3ee7daebe5a8d540148a63f9490a Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Patrick=20Sodr=C3=A9?= <psodre@gmail.com>
Date: Thu, 5 Feb 2026 09:18:02 -0500
Subject: [PATCH 587/697] CFn: skip properties of conditional resources with
 false conditions (#13664)

---
 .../engine/v2/change_set_model_preproc.py     | 20 +++++++--
 .../cloudformation/engine/test_conditions.py  | 26 +++++++++++
 .../engine/test_conditions.snapshot.json      | 25 +++++++++++
 .../engine/test_conditions.validation.json    |  9 ++++
 .../conditional-resource-getatt-delete.yaml   | 43 +++++++++++++++++++
 5 files changed, 119 insertions(+), 4 deletions(-)
 create mode 100644 tests/aws/templates/conditions/conditional-resource-getatt-delete.yaml

diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
index fc51176f53e15..340bb8f8b55da 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
@@ -1260,13 +1260,25 @@ def visit_node_resource(
             depends_on_after = depends_on_delta.after
 
         type_delta = self.visit(node_resource.type_)
-        properties_delta: PreprocEntityDelta[PreprocProperties, PreprocProperties] = self.visit(
-            node_resource.properties
+
+        # Check conditions before visiting properties to avoid resolving references
+        # (e.g. GetAtt) to conditional resources that were never created.
+        should_process_before = change_type != ChangeType.CREATED and (
+            is_nothing(condition_before) or condition_before
+        )
+        should_process_after = change_type != ChangeType.REMOVED and (
+            is_nothing(condition_after) or condition_after
         )
 
+        properties_delta: PreprocEntityDelta[PreprocProperties, PreprocProperties]
+        if should_process_before or should_process_after:
+            properties_delta = self.visit(node_resource.properties)
+        else:
+            properties_delta = PreprocEntityDelta(before=Nothing, after=Nothing)
+
         before = Nothing
         after = Nothing
-        if change_type != ChangeType.CREATED and is_nothing(condition_before) or condition_before:
+        if should_process_before:
             logical_resource_id = node_resource.name
             before_physical_resource_id = self._before_resource_physical_id(
                 resource_logical_id=logical_resource_id
@@ -1280,7 +1292,7 @@ def visit_node_resource(
                 depends_on=depends_on_before,
                 requires_replacement=False,
             )
-        if change_type != ChangeType.REMOVED and is_nothing(condition_after) or condition_after:
+        if should_process_after:
             logical_resource_id = node_resource.name
             try:
                 after_physical_resource_id = self._after_resource_physical_id(
diff --git a/tests/aws/services/cloudformation/engine/test_conditions.py b/tests/aws/services/cloudformation/engine/test_conditions.py
index 678d660584baf..57235adf7ec0c 100644
--- a/tests/aws/services/cloudformation/engine/test_conditions.py
+++ b/tests/aws/services/cloudformation/engine/test_conditions.py
@@ -553,6 +553,32 @@ def test_references_to_disabled_resources(
         )
         snapshot.match("resources-description", describe_resources)
 
+    @markers.aws.validated
+    @skip_if_legacy_engine()
+    def test_conditional_resource_referencing_conditional(
+        self, deploy_cfn_template, aws_client, snapshot
+    ):
+        """
+        Test that a template with a conditional resource referencing another conditional
+        resource via !GetAtt is accepted and deploys correctly when conditions are false.
+        """
+        snapshot.add_transformer(
+            SortingTransformer("StackResources", lambda e: e["LogicalResourceId"])
+        )
+        snapshot.add_transformer(snapshot.transform.key_value("PhysicalResourceId"))
+        snapshot.add_transformer(snapshot.transform.cloudformation_api())
+
+        stack = deploy_cfn_template(
+            template_path=os.path.join(
+                os.path.dirname(__file__),
+                "../../../templates/conditions/conditional-resource-getatt-delete.yaml",
+            ),
+            parameters={"EnableQueue": "false"},
+        )
+
+        resources = aws_client.cloudformation.describe_stack_resources(StackName=stack.stack_id)
+        snapshot.match("resources-description", resources)
+
 
 class TestValidateConditions:
     @markers.aws.validated
diff --git a/tests/aws/services/cloudformation/engine/test_conditions.snapshot.json b/tests/aws/services/cloudformation/engine/test_conditions.snapshot.json
index 7f4e6c1e477c1..a2558b6d066dd 100644
--- a/tests/aws/services/cloudformation/engine/test_conditions.snapshot.json
+++ b/tests/aws/services/cloudformation/engine/test_conditions.snapshot.json
@@ -949,5 +949,30 @@
         }
       }
     }
+  },
+  "tests/aws/services/cloudformation/engine/test_conditions.py::TestCloudFormationConditions::test_conditional_resource_referencing_conditional": {
+    "recorded-date": "04-02-2026, 01:53:15",
+    "recorded-content": {
+      "resources-description": {
+        "StackResources": [
+          {
+            "DriftInformation": {
+              "StackResourceDriftStatus": "NOT_CHECKED"
+            },
+            "LogicalResourceId": "MyTable",
+            "PhysicalResourceId": "<physical-resource-id:1>",
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::DynamoDB::Table",
+            "StackId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name:1>/<resource:1>",
+            "StackName": "<stack-name:1>",
+            "Timestamp": "timestamp"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/cloudformation/engine/test_conditions.validation.json b/tests/aws/services/cloudformation/engine/test_conditions.validation.json
index 2d2b1d20f9044..b628813cd9f79 100644
--- a/tests/aws/services/cloudformation/engine/test_conditions.validation.json
+++ b/tests/aws/services/cloudformation/engine/test_conditions.validation.json
@@ -1,4 +1,13 @@
 {
+  "tests/aws/services/cloudformation/engine/test_conditions.py::TestCloudFormationConditions::test_conditional_resource_referencing_conditional": {
+    "last_validated_date": "2026-02-04T01:53:29+00:00",
+    "durations_in_seconds": {
+      "setup": 0.7,
+      "call": 23.45,
+      "teardown": 14.46,
+      "total": 38.61
+    }
+  },
   "tests/aws/services/cloudformation/engine/test_conditions.py::TestCloudFormationConditions::test_dependent_get_att": {
     "last_validated_date": "2025-09-30T19:25:10+00:00",
     "durations_in_seconds": {
diff --git a/tests/aws/templates/conditions/conditional-resource-getatt-delete.yaml b/tests/aws/templates/conditions/conditional-resource-getatt-delete.yaml
new file mode 100644
index 0000000000000..7d8081ba6fef8
--- /dev/null
+++ b/tests/aws/templates/conditions/conditional-resource-getatt-delete.yaml
@@ -0,0 +1,43 @@
+AWSTemplateFormatVersion: '2010-09-09'
+
+Parameters:
+  EnableQueue:
+    Type: String
+    Default: 'false'
+    AllowedValues: ['true', 'false']
+
+Conditions:
+  CreateQueue: !Equals [!Ref EnableQueue, 'true']
+
+Resources:
+  MyTable:
+    Type: AWS::DynamoDB::Table
+    Properties:
+      TableName: !Sub '${AWS::StackName}-table'
+      BillingMode: PAY_PER_REQUEST
+      AttributeDefinitions:
+        - AttributeName: PK
+          AttributeType: S
+      KeySchema:
+        - AttributeName: PK
+          KeyType: HASH
+
+  MyQueue:
+    Type: AWS::SQS::Queue
+    Condition: CreateQueue
+
+  MyAlarm:
+    Type: AWS::CloudWatch::Alarm
+    Condition: CreateQueue
+    Properties:
+      AlarmName: !Sub '${AWS::StackName}-alarm'
+      MetricName: ApproximateNumberOfMessagesVisible
+      Namespace: AWS/SQS
+      Statistic: Sum
+      Period: 300
+      EvaluationPeriods: 1
+      Threshold: 100
+      ComparisonOperator: GreaterThanThreshold
+      Dimensions:
+        - Name: QueueName
+          Value: !GetAtt MyQueue.QueueName

From d32e212986e96653d08ab8b2b76d13747038885d Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Thu, 5 Feb 2026 23:58:13 +0000
Subject: [PATCH 588/697] CFn: implement DeletionPolicy and UpdateReplacePolicy
 (#13535)

---
 .../engine/v2/change_set_model.py             |  10 +-
 .../engine/v2/change_set_model_executor.py    | 117 ++++++++++-------
 .../engine/v2/change_set_model_preproc.py     |  39 ++++++
 .../engine/test_deletion_policy.py            |  85 +++++++++++++
 .../engine/test_deletion_policy.snapshot.json |  77 ++++++++++++
 .../test_deletion_policy.validation.json      |  20 +++
 .../engine/test_update_policy.py              | 119 ++++++++++++++++++
 .../engine/test_update_policy.snapshot.json   |  91 ++++++++++++++
 .../engine/test_update_policy.validation.json |  20 +++
 tests/aws/templates/deletion_policy.yaml      |  26 ++++
 tests/aws/templates/update_retain_policy.yaml |  18 +++
 11 files changed, 570 insertions(+), 52 deletions(-)
 create mode 100644 tests/aws/services/cloudformation/engine/test_deletion_policy.py
 create mode 100644 tests/aws/services/cloudformation/engine/test_deletion_policy.snapshot.json
 create mode 100644 tests/aws/services/cloudformation/engine/test_deletion_policy.validation.json
 create mode 100644 tests/aws/services/cloudformation/engine/test_update_policy.py
 create mode 100644 tests/aws/services/cloudformation/engine/test_update_policy.snapshot.json
 create mode 100644 tests/aws/services/cloudformation/engine/test_update_policy.validation.json
 create mode 100644 tests/aws/templates/deletion_policy.yaml
 create mode 100644 tests/aws/templates/update_retain_policy.yaml

diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py
index 8a11b343c5cbe..ac7d2e11b47da 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model.py
@@ -1046,26 +1046,20 @@ def _visit_type(self, scope: Scope, before_type: Any, after_type: Any) -> Termin
 
     def _visit_deletion_policy(
         self, scope: Scope, before_deletion_policy: Any, after_deletion_policy: Any
-    ) -> TerminalValue:
+    ) -> ChangeSetEntity:
         value = self._visit_value(
             scope=scope, before_value=before_deletion_policy, after_value=after_deletion_policy
         )
-        if not isinstance(value, TerminalValue):
-            # TODO: decide where template schema validation should occur.
-            raise RuntimeError()
         return value
 
     def _visit_update_replace_policy(
         self, scope: Scope, before_update_replace_policy: Any, after_deletion_policy: Any
-    ) -> TerminalValue:
+    ) -> ChangeSetEntity:
         value = self._visit_value(
             scope=scope,
             before_value=before_update_replace_policy,
             after_value=after_deletion_policy,
         )
-        if not isinstance(value, TerminalValue):
-            # TODO: decide where template schema validation should occur.
-            raise RuntimeError()
         return value
 
     def _visit_resource(
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py
index 9f63bfcfc8408..83ce35e84063d 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py
@@ -28,10 +28,12 @@
     _AWS_URL_SUFFIX,
     MOCKED_REFERENCE,
     ChangeSetModelPreproc,
+    DeletionPolicy,
     PreprocEntityDelta,
     PreprocOutput,
     PreprocProperties,
     PreprocResource,
+    UpdateReplacePolicy,
 )
 from localstack.services.cloudformation.engine.v2.unsupported_resource import (
     should_ignore_unsupported_resource_type,
@@ -165,19 +167,25 @@ def _process_event(
         resource_type: str,
         special_action: str = None,
         reason: str = None,
+        custom_status: ResourceStatus | str | None = None,
     ):
         status_from_action = special_action or EventOperationFromAction[action.value]
+
+        status: ResourceStatus
         if event_status == OperationStatus.SUCCESS:
-            status = f"{status_from_action}_COMPLETE"
+            status = ResourceStatus(f"{status_from_action}_COMPLETE")
         else:
-            status = f"{status_from_action}_{event_status.name}"
+            status = ResourceStatus(f"{status_from_action}_{event_status.name}")
+
+        if custom_status:
+            status = ResourceStatus(custom_status)
 
         physical_resource_id = self._get_physical_id(logical_resource_id, False)
         self._change_set.stack.set_resource_status(
             logical_resource_id=logical_resource_id,
             physical_resource_id=physical_resource_id,
             resource_type=resource_type,
-            status=ResourceStatus(status),
+            status=status,
             resource_status_reason=reason,
         )
 
@@ -335,27 +343,37 @@ def _execute_resource_change(
                     )
 
                     def cleanup():
-                        self._process_event(
-                            action=ChangeAction.Remove,
-                            logical_resource_id=name,
-                            event_status=OperationStatus.IN_PROGRESS,
-                            resource_type=before.resource_type,
-                        )
-                        event = self._execute_resource_action(
-                            action=ChangeAction.Remove,
-                            logical_resource_id=name,
-                            resource_type=before.resource_type,
-                            before_properties=before_properties,
-                            after_properties=None,
-                            part_of_replacement=True,
-                        )
-                        self._process_event(
-                            action=ChangeAction.Remove,
-                            logical_resource_id=name,
-                            event_status=event.status,
-                            resource_type=before.resource_type,
-                            reason=event.message,
-                        )
+                        # TODO: handle other update replace policy values
+                        if after.update_replace_policy != UpdateReplacePolicy.Retain:
+                            self._process_event(
+                                action=ChangeAction.Remove,
+                                logical_resource_id=name,
+                                event_status=OperationStatus.IN_PROGRESS,
+                                resource_type=before.resource_type,
+                            )
+                            event = self._execute_resource_action(
+                                action=ChangeAction.Remove,
+                                logical_resource_id=name,
+                                resource_type=before.resource_type,
+                                before_properties=before_properties,
+                                after_properties=None,
+                                part_of_replacement=True,
+                            )
+                            self._process_event(
+                                action=ChangeAction.Remove,
+                                logical_resource_id=name,
+                                event_status=event.status,
+                                resource_type=before.resource_type,
+                                reason=event.message,
+                            )
+                        else:
+                            self._process_event(
+                                action=ChangeAction.Remove,
+                                logical_resource_id=name,
+                                event_status=OperationStatus.SUCCESS,
+                                resource_type=before.resource_type,
+                                custom_status=ResourceStatus.DELETE_SKIPPED,
+                            )
 
                     self._defer_action(f"cleanup-from-replacement-{name}", cleanup)
                 else:
@@ -419,26 +437,37 @@ def perform_deletion():
             before_properties = self._merge_before_properties(name, before)
 
             def perform_deletion():
-                self._process_event(
-                    action=ChangeAction.Remove,
-                    logical_resource_id=name,
-                    resource_type=before.resource_type,
-                    event_status=OperationStatus.IN_PROGRESS,
-                )
-                event = self._execute_resource_action(
-                    action=ChangeAction.Remove,
-                    logical_resource_id=name,
-                    resource_type=before.resource_type,
-                    before_properties=before_properties,
-                    after_properties=None,
-                )
-                self._process_event(
-                    action=ChangeAction.Remove,
-                    logical_resource_id=name,
-                    event_status=event.status,
-                    resource_type=before.resource_type,
-                    reason=event.message,
-                )
+                # TODO: other deletion policies
+                if before.deletion_policy != DeletionPolicy.Retain:
+                    self._process_event(
+                        action=ChangeAction.Remove,
+                        logical_resource_id=name,
+                        resource_type=before.resource_type,
+                        event_status=OperationStatus.IN_PROGRESS,
+                    )
+                    event = self._execute_resource_action(
+                        action=ChangeAction.Remove,
+                        logical_resource_id=name,
+                        resource_type=before.resource_type,
+                        before_properties=before_properties,
+                        after_properties=None,
+                    )
+
+                    self._process_event(
+                        action=ChangeAction.Remove,
+                        logical_resource_id=name,
+                        event_status=event.status,
+                        resource_type=before.resource_type,
+                        reason=event.message,
+                    )
+                else:
+                    self._process_event(
+                        action=ChangeAction.Remove,
+                        logical_resource_id=name,
+                        event_status=OperationStatus.SUCCESS,
+                        resource_type=before.resource_type,
+                        custom_status=ResourceStatus.DELETE_SKIPPED,
+                    )
 
             self._defer_action(f"remove-{name}", perform_deletion)
         elif not is_nothing(after):
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
index 340bb8f8b55da..d82f9b4a84baa 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_preproc.py
@@ -4,6 +4,7 @@
 import copy
 import re
 from collections.abc import Callable
+from enum import StrEnum
 from typing import Any, Final
 
 from botocore.exceptions import ClientError
@@ -114,6 +115,19 @@ def __eq__(self, other):
         return self.properties == other.properties
 
 
+class DeletionPolicy(StrEnum):
+    Retain = "Retain"
+    Delete = "Delete"
+    RetainExceptOnCreate = "RetainExceptOnCreate"
+    Snapshot = "Snapshot"
+
+
+class UpdateReplacePolicy(StrEnum):
+    Delete = "Delete"
+    Retain = "Retain"
+    Snapshot = "Snapshot"
+
+
 class PreprocResource:
     logical_id: str
     physical_resource_id: str | None
@@ -123,6 +137,9 @@ class PreprocResource:
     depends_on: list[str] | None
     requires_replacement: bool
     status: ResourceStatus | None
+    # TODO: typing
+    deletion_policy: DeletionPolicy | None
+    update_replace_policy: UpdateReplacePolicy | None
 
     def __init__(
         self,
@@ -134,6 +151,8 @@ def __init__(
         depends_on: list[str] | None,
         requires_replacement: bool,
         status: ResourceStatus | None = None,
+        deletion_policy: str | None = None,
+        update_replace_policy: str | None = None,
     ):
         self.logical_id = logical_id
         self.physical_resource_id = physical_resource_id
@@ -143,6 +162,8 @@ def __init__(
         self.depends_on = depends_on
         self.requires_replacement = requires_replacement
         self.status = status
+        self.deletion_policy = deletion_policy
+        self.update_replace_policy = update_replace_policy
 
     @staticmethod
     def _compare_conditions(c1: bool, c2: bool):
@@ -1276,6 +1297,20 @@ def visit_node_resource(
         else:
             properties_delta = PreprocEntityDelta(before=Nothing, after=Nothing)
 
+        deletion_policy_before = Nothing
+        deletion_policy_after = Nothing
+        if not is_nothing(node_resource.deletion_policy):
+            deletion_policy_delta = self.visit(node_resource.deletion_policy)
+            deletion_policy_before = deletion_policy_delta.before
+            deletion_policy_after = deletion_policy_delta.after
+
+        update_replace_policy_before = Nothing
+        update_replace_policy_after = Nothing
+        if not is_nothing(node_resource.update_replace_policy):
+            update_replace_policy_delta = self.visit(node_resource.update_replace_policy)
+            update_replace_policy_before = update_replace_policy_delta.before
+            update_replace_policy_after = update_replace_policy_delta.after
+
         before = Nothing
         after = Nothing
         if should_process_before:
@@ -1291,6 +1326,8 @@ def visit_node_resource(
                 properties=properties_delta.before,
                 depends_on=depends_on_before,
                 requires_replacement=False,
+                deletion_policy=deletion_policy_before,
+                update_replace_policy=update_replace_policy_before,
             )
         if should_process_after:
             logical_resource_id = node_resource.name
@@ -1308,6 +1345,8 @@ def visit_node_resource(
                 properties=properties_delta.after,
                 depends_on=depends_on_after,
                 requires_replacement=node_resource.requires_replacement,
+                deletion_policy=deletion_policy_after,
+                update_replace_policy=update_replace_policy_after,
             )
         return PreprocEntityDelta(before=before, after=after)
 
diff --git a/tests/aws/services/cloudformation/engine/test_deletion_policy.py b/tests/aws/services/cloudformation/engine/test_deletion_policy.py
new file mode 100644
index 0000000000000..e539fcb653097
--- /dev/null
+++ b/tests/aws/services/cloudformation/engine/test_deletion_policy.py
@@ -0,0 +1,85 @@
+import os
+
+import pytest
+from botocore.exceptions import ClientError
+from tests.aws.services.cloudformation.conftest import skip_if_legacy_engine
+
+from localstack.testing.pytest import markers
+from localstack.utils.strings import short_uid
+
+
+@markers.snapshot.skip_snapshot_verify(
+    paths=[
+        # our message is different. The AWS message does not seem to include the parameter
+        # name but ours does
+        "$..message",
+    ]
+)
+@markers.aws.validated
+def test_deletion_policy_with_deletion(aws_client, deploy_cfn_template, snapshot):
+    template_path = os.path.join(
+        os.path.dirname(__file__),
+        "../../../templates/deletion_policy.yaml",
+    )
+    parameter_value = short_uid()
+    stack = deploy_cfn_template(
+        template_path=template_path,
+        parameters={
+            "EnvType": "dev",
+            "ParameterValue": parameter_value,
+        },
+    )
+
+    parameter_name = stack.outputs["ParameterName"]
+    value = aws_client.ssm.get_parameter(Name=parameter_name)["Parameter"]["Value"]
+    assert value == parameter_value
+
+    stack.destroy()
+
+    with pytest.raises(ClientError) as exc_info:
+        aws_client.ssm.get_parameter(Name=parameter_name)
+
+    snapshot.match("error", {"message": str(exc_info.value)})
+
+
+@markers.aws.validated
+@markers.snapshot.skip_snapshot_verify(
+    paths=[
+        "$..PhysicalResourceId",
+    ]
+)
+@skip_if_legacy_engine()
+def test_deletion_policy_with_retain(
+    aws_client, deploy_cfn_template, capture_per_resource_events, snapshot, cleanups
+):
+    snapshot.add_transformer(snapshot.transform.cloudformation_api())
+    template_path = os.path.join(
+        os.path.dirname(__file__),
+        "../../../templates/deletion_policy.yaml",
+    )
+    parameter_value = short_uid()
+    stack = deploy_cfn_template(
+        template_path=template_path,
+        parameters={
+            "EnvType": "prod",
+            "ParameterValue": parameter_value,
+        },
+    )
+
+    snapshot.add_transformer(snapshot.transform.regex(stack.stack_name, "<stack-name>"))
+
+    parameter_name = stack.outputs["ParameterName"]
+
+    # make sure we clean up the parameter
+    cleanups.append(lambda: aws_client.ssm.delete_parameter(Name=parameter_name))
+
+    value = aws_client.ssm.get_parameter(Name=parameter_name)["Parameter"]["Value"]
+    assert value == parameter_value
+
+    stack.destroy()
+
+    value = aws_client.ssm.get_parameter(Name=parameter_name)["Parameter"]["Value"]
+    assert value == parameter_value
+
+    events = capture_per_resource_events(stack.stack_id)
+    snapshot.match("per-resource-events", events)
diff --git a/tests/aws/services/cloudformation/engine/test_deletion_policy.snapshot.json b/tests/aws/services/cloudformation/engine/test_deletion_policy.snapshot.json
new file mode 100644
index 0000000000000..0b62aa8baa838
--- /dev/null
+++ b/tests/aws/services/cloudformation/engine/test_deletion_policy.snapshot.json
@@ -0,0 +1,77 @@
+{
+  "tests/aws/services/cloudformation/engine/test_deletion_policy.py::test_deletion_policy_with_deletion": {
+    "recorded-date": "23-01-2026, 12:03:31",
+    "recorded-content": {
+      "error": {
+        "message": "An error occurred (ParameterNotFound) when calling the GetParameter operation: "
+      }
+    }
+  },
+  "tests/aws/services/cloudformation/engine/test_deletion_policy.py::test_deletion_policy_with_retain": {
+    "recorded-date": "23-01-2026, 12:03:43",
+    "recorded-content": {
+      "per-resource-events": {
+        "MyParameter": [
+          {
+            "LogicalResourceId": "MyParameter",
+            "PhysicalResourceId": "CFN-MyParameter-EZmrlQrQjjTv",
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "MyParameter",
+            "PhysicalResourceId": "CFN-MyParameter-EZmrlQrQjjTv",
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "MyParameter",
+            "PhysicalResourceId": "CFN-MyParameter-EZmrlQrQjjTv",
+            "ResourceStatus": "DELETE_SKIPPED",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          }
+        ],
+        "Stack": [
+          {
+            "LogicalResourceId": "<stack-name>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name>/<resource:1>",
+            "ResourceStatus": "REVIEW_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name>/<resource:1>",
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name>/<resource:1>",
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name>/<resource:1>",
+            "ResourceStatus": "DELETE_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name>/<resource:1>",
+            "ResourceStatus": "DELETE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          }
+        ]
+      }
+    }
+  }
+}
diff --git a/tests/aws/services/cloudformation/engine/test_deletion_policy.validation.json b/tests/aws/services/cloudformation/engine/test_deletion_policy.validation.json
new file mode 100644
index 0000000000000..c33f7eb27d770
--- /dev/null
+++ b/tests/aws/services/cloudformation/engine/test_deletion_policy.validation.json
@@ -0,0 +1,20 @@
+{
+  "tests/aws/services/cloudformation/engine/test_deletion_policy.py::test_deletion_policy_with_deletion": {
+    "last_validated_date": "2026-01-23T12:03:31+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.38,
+      "teardown": 0.08,
+      "total": 12.46
+    }
+  },
+  "tests/aws/services/cloudformation/engine/test_deletion_policy.py::test_deletion_policy_with_retain": {
+    "last_validated_date": "2026-01-23T12:03:43+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.35,
+      "teardown": 0.18,
+      "total": 12.53
+    }
+  }
+}
diff --git a/tests/aws/services/cloudformation/engine/test_update_policy.py b/tests/aws/services/cloudformation/engine/test_update_policy.py
new file mode 100644
index 0000000000000..cfb5f9f7bee9a
--- /dev/null
+++ b/tests/aws/services/cloudformation/engine/test_update_policy.py
@@ -0,0 +1,119 @@
+import os
+
+import pytest
+from botocore.exceptions import ClientError
+from tests.aws.services.cloudformation.conftest import skip_if_legacy_engine
+
+from localstack.testing.pytest import markers
+from localstack.utils.strings import short_uid
+
+
+@markers.snapshot.skip_snapshot_verify(
+    paths=[
+        # our message is different. The AWS message does not seem to include the parameter
+        # name but ours does
+        "$..message",
+    ]
+)
+@markers.aws.validated
+@skip_if_legacy_engine()
+def test_update_replace_policy_deletion(deploy_cfn_template, aws_client, snapshot):
+    template_path = os.path.join(
+        os.path.dirname(__file__),
+        "../../../templates/update_retain_policy.yaml",
+    )
+    parameter_value = short_uid()
+    parameter_name = f"param-{short_uid()}"
+    stack = deploy_cfn_template(
+        template_path=template_path,
+        parameters={
+            "ParameterValue": parameter_value,
+            "ParameterName": parameter_name,
+            "PolicyType": "Delete",
+        },
+    )
+    assert (
+        aws_client.ssm.get_parameter(Name=parameter_name)["Parameter"]["Value"] == parameter_value
+    )
+
+    # force deletion by changing the resource name
+    new_parameter_name = f"param-{short_uid()}"
+    deploy_cfn_template(
+        template_path=template_path,
+        parameters={
+            "ParameterValue": parameter_value,
+            "ParameterName": new_parameter_name,
+            "PolicyType": "Delete",
+        },
+        stack_name=stack.stack_id,
+        is_update=True,
+    )
+    assert (
+        aws_client.ssm.get_parameter(Name=new_parameter_name)["Parameter"]["Value"]
+        == parameter_value
+    )
+
+    # check the previous parameter was deleted
+    with pytest.raises(ClientError) as exc_info:
+        aws_client.ssm.get_parameter(Name=parameter_name)
+
+    snapshot.match("error", {"message": str(exc_info.value)})
+
+
+@markers.aws.validated
+@markers.snapshot.skip_snapshot_verify(
+    paths=[
+        "$..PhysicalResourceId",
+    ]
+)
+@skip_if_legacy_engine()
+def test_update_replace_policy_retain(
+    deploy_cfn_template, aws_client, snapshot, capture_per_resource_events, cleanups
+):
+    snapshot.add_transformer(snapshot.transform.cloudformation_api())
+    template_path = os.path.join(
+        os.path.dirname(__file__),
+        "../../../templates/update_retain_policy.yaml",
+    )
+    parameter_value = short_uid()
+    parameter_name = f"param-{short_uid()}"
+    # make sure we clean up the parameter when the test finishes
+    cleanups.append(lambda: aws_client.ssm.delete_parameter(Name=parameter_name))
+
+    stack = deploy_cfn_template(
+        template_path=template_path,
+        parameters={
+            "ParameterValue": parameter_value,
+            "ParameterName": parameter_name,
+            "PolicyType": "Retain",
+        },
+    )
+    snapshot.add_transformer(snapshot.transform.regex(stack.stack_name, "<stack-name>"))
+    assert (
+        aws_client.ssm.get_parameter(Name=parameter_name)["Parameter"]["Value"] == parameter_value
+    )
+
+    # force deletion by changing the resource name
+    new_parameter_name = f"param-{short_uid()}"
+    deploy_cfn_template(
+        template_path=template_path,
+        parameters={
+            "ParameterValue": parameter_value,
+            "ParameterName": new_parameter_name,
+            "PolicyType": "Retain",
+        },
+        stack_name=stack.stack_id,
+        is_update=True,
+    )
+    assert (
+        aws_client.ssm.get_parameter(Name=new_parameter_name)["Parameter"]["Value"]
+        == parameter_value
+    )
+
+    # check the previous parameter was not deleted
+    assert (
+        aws_client.ssm.get_parameter(Name=parameter_name)["Parameter"]["Value"] == parameter_value
+    )
+
+    events = capture_per_resource_events(stack.stack_id)
+    snapshot.match("per-resource-events", events)
diff --git a/tests/aws/services/cloudformation/engine/test_update_policy.snapshot.json b/tests/aws/services/cloudformation/engine/test_update_policy.snapshot.json
new file mode 100644
index 0000000000000..d9c8fcb671d22
--- /dev/null
+++ b/tests/aws/services/cloudformation/engine/test_update_policy.snapshot.json
@@ -0,0 +1,91 @@
+{
+  "tests/aws/services/cloudformation/engine/test_update_policy.py::test_update_replace_policy_deletion": {
+    "recorded-date": "23-01-2026, 12:02:50",
+    "recorded-content": {
+      "error": {
+        "message": "An error occurred (ParameterNotFound) when calling the GetParameter operation: "
+      }
+    }
+  },
+  "tests/aws/services/cloudformation/engine/test_update_policy.py::test_update_replace_policy_retain": {
+    "recorded-date": "23-01-2026, 12:03:14",
+    "recorded-content": {
+      "per-resource-events": {
+        "MyParameter": [
+          {
+            "LogicalResourceId": "MyParameter",
+            "PhysicalResourceId": "param-fe430ac7",
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "MyParameter",
+            "PhysicalResourceId": "param-fe430ac7",
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "MyParameter",
+            "PhysicalResourceId": "param-14aa098c",
+            "ResourceStatus": "UPDATE_IN_PROGRESS",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "MyParameter",
+            "PhysicalResourceId": "param-14aa098c",
+            "ResourceStatus": "UPDATE_COMPLETE",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "MyParameter",
+            "PhysicalResourceId": "param-fe430ac7",
+            "ResourceStatus": "DELETE_SKIPPED",
+            "ResourceType": "AWS::SSM::Parameter",
+            "Timestamp": "timestamp"
+          }
+        ],
+        "Stack": [
+          {
+            "LogicalResourceId": "<stack-name>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name>/<resource:1>",
+            "ResourceStatus": "REVIEW_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name>/<resource:1>",
+            "ResourceStatus": "CREATE_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name>/<resource:1>",
+            "ResourceStatus": "CREATE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name>/<resource:1>",
+            "ResourceStatus": "UPDATE_IN_PROGRESS",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          },
+          {
+            "LogicalResourceId": "<stack-name>",
+            "PhysicalResourceId": "arn:<partition>:cloudformation:<region>:111111111111:stack/<stack-name>/<resource:1>",
+            "ResourceStatus": "UPDATE_COMPLETE",
+            "ResourceType": "AWS::CloudFormation::Stack",
+            "Timestamp": "timestamp"
+          }
+        ]
+      }
+    }
+  }
+}
diff --git a/tests/aws/services/cloudformation/engine/test_update_policy.validation.json b/tests/aws/services/cloudformation/engine/test_update_policy.validation.json
new file mode 100644
index 0000000000000..cfbc5a9895a35
--- /dev/null
+++ b/tests/aws/services/cloudformation/engine/test_update_policy.validation.json
@@ -0,0 +1,20 @@
+{
+  "tests/aws/services/cloudformation/engine/test_update_policy.py::test_update_replace_policy_deletion": {
+    "last_validated_date": "2026-01-23T12:02:55+00:00",
+    "durations_in_seconds": {
+      "setup": 0.73,
+      "call": 23.55,
+      "teardown": 4.43,
+      "total": 28.71
+    }
+  },
+  "tests/aws/services/cloudformation/engine/test_update_policy.py::test_update_replace_policy_retain": {
+    "last_validated_date": "2026-01-23T12:03:18+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 19.21,
+      "teardown": 4.51,
+      "total": 23.72
+    }
+  }
+}
diff --git a/tests/aws/templates/deletion_policy.yaml b/tests/aws/templates/deletion_policy.yaml
new file mode 100644
index 0000000000000..6de133bcd5fdc
--- /dev/null
+++ b/tests/aws/templates/deletion_policy.yaml
@@ -0,0 +1,26 @@
+AWSTemplateFormatVersion: '2010-09-09'
+Description: Minimal DynamoDB Conditional DeletionPolicy Example
+
+Parameters:
+  ParameterValue:
+    Type: String
+  EnvType:
+    Type: String
+    Default: dev
+    AllowedValues: [dev, prod]
+    Description: Environment name. Use 'prod' to trigger Retain policy.
+
+Conditions:
+  IsPermanentEnvironment: !Equals [!Ref EnvType, prod]
+
+Resources:
+  MyParameter:
+    Type: AWS::SSM::Parameter
+    DeletionPolicy: !If [IsPermanentEnvironment, Retain, Delete]
+    Properties:
+        Type: String
+        Value: !Ref ParameterValue
+
+Outputs:
+  ParameterName:
+    Value: !Ref MyParameter
\ No newline at end of file
diff --git a/tests/aws/templates/update_retain_policy.yaml b/tests/aws/templates/update_retain_policy.yaml
new file mode 100644
index 0000000000000..ffd7d60bbf040
--- /dev/null
+++ b/tests/aws/templates/update_retain_policy.yaml
@@ -0,0 +1,18 @@
+Parameters:
+  ParameterValue:
+    Type: String
+
+  ParameterName:
+    Type: String
+
+  PolicyType:
+    Type: String
+
+Resources:
+  MyParameter:
+    Type: AWS::SSM::Parameter
+    Properties:
+      Name: !Ref ParameterName
+      Type: String
+      Value: !Ref ParameterValue
+    UpdateReplacePolicy: !Ref PolicyType
\ No newline at end of file

From 965a755432f6fb3df45ba42c5770b614a80e6018 Mon Sep 17 00:00:00 2001
From: Anisa Oshafi <anisaoshafi@gmail.com>
Date: Fri, 6 Feb 2026 09:40:04 +0100
Subject: [PATCH 589/697] Lambda: Update CapacityProviderArn for managed
 instances (#13702)

---
 localstack-core/localstack/services/lambda_/provider.py | 8 ++++++++
 1 file changed, 8 insertions(+)

diff --git a/localstack-core/localstack/services/lambda_/provider.py b/localstack-core/localstack/services/lambda_/provider.py
index 738c46536f153..3444aca0bf70a 100644
--- a/localstack-core/localstack/services/lambda_/provider.py
+++ b/localstack-core/localstack/services/lambda_/provider.py
@@ -1439,6 +1439,14 @@ def update_function_configuration(
                     Type="User",
                 )
 
+            default_config = CapacityProviderConfig(
+                LambdaManagedInstancesCapacityProviderConfig=LambdaManagedInstancesCapacityProviderConfig(
+                    ExecutionEnvironmentMemoryGiBPerVCpu=2.0,
+                    PerExecutionEnvironmentMaxConcurrency=16,
+                )
+            )
+            capacity_provider_config = merge_recursive(default_config, capacity_provider_config)
+            replace_kwargs["CapacityProviderConfig"] = capacity_provider_config
         new_latest_version = dataclasses.replace(
             latest_version,
             config=dataclasses.replace(

From 55611d1ca941578afe79753fdf636dafec1db7a0 Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Fri, 6 Feb 2026 12:26:26 +0100
Subject: [PATCH 590/697] tests: Fix pre-install fixtures logic (#13709)

---
 tests/aws/services/es/test_es.py                 | 1 -
 tests/aws/services/opensearch/test_opensearch.py | 1 -
 tests/aws/services/transcribe/test_transcribe.py | 1 -
 3 files changed, 3 deletions(-)

diff --git a/tests/aws/services/es/test_es.py b/tests/aws/services/es/test_es.py
index 64657225c0312..4cb8c3c3246d1 100644
--- a/tests/aws/services/es/test_es.py
+++ b/tests/aws/services/es/test_es.py
@@ -60,7 +60,6 @@ def elasticsearch():
         install_async()
 
     assert installed.wait(timeout=5 * 60), "gave up waiting for elasticsearch to install"
-    yield
 
 
 def try_cluster_health(cluster_url: str):
diff --git a/tests/aws/services/opensearch/test_opensearch.py b/tests/aws/services/opensearch/test_opensearch.py
index 30ba1800c0a62..4a378693b08e9 100644
--- a/tests/aws/services/opensearch/test_opensearch.py
+++ b/tests/aws/services/opensearch/test_opensearch.py
@@ -90,7 +90,6 @@ def opensearch():
         install_async()
 
     assert installed.wait(timeout=5 * 60), "gave up waiting for opensearch to install"
-    yield
 
 
 def try_cluster_health(cluster_url: str):
diff --git a/tests/aws/services/transcribe/test_transcribe.py b/tests/aws/services/transcribe/test_transcribe.py
index 0f3717dccabba..8edf705fde222 100644
--- a/tests/aws/services/transcribe/test_transcribe.py
+++ b/tests/aws/services/transcribe/test_transcribe.py
@@ -116,7 +116,6 @@ def pre_install_dependencies(self):
         LOG.info("Spent %s seconds downloading transcribe dependencies", int(time.time() - start))
 
         assert not installation_errored.is_set(), "installation of transcribe dependencies failed"
-        yield
 
     @staticmethod
     def _wait_transcription_job(

From 3d2516906813cce997e4b233346df73443928c2f Mon Sep 17 00:00:00 2001
From: Aiden Huynh <115724666+aidehn@users.noreply.github.com>
Date: Fri, 6 Feb 2026 19:46:11 +0800
Subject: [PATCH 591/697] Fix: Update Dev Run to mount `plux.ini` instead of
 `entry_points.txt` for `localstack` dependencies (#13708)

Co-authored-by: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
---
 .../localstack/dev/run/configurators.py       | 37 ++++++++++---------
 1 file changed, 19 insertions(+), 18 deletions(-)

diff --git a/localstack-core/localstack/dev/run/configurators.py b/localstack-core/localstack/dev/run/configurators.py
index a43982b04043c..6adaef5f54ed8 100644
--- a/localstack-core/localstack/dev/run/configurators.py
+++ b/localstack-core/localstack/dev/run/configurators.py
@@ -192,7 +192,17 @@ class EntryPointMountConfigurator:
     For example, when starting the pro container, the entrypoints of localstack-pro on the host would be in
     ``~/workspace/localstack-pro/localstack-pro-core/localstack_ext.egg-info/entry_points.txt``
     which needs to be mounted into the distribution info of the installed dependency within the container:
-    ``/opt/code/localstack/.venv/.../site-packages/localstack_ext-2.1.0.dev0.dist-info/entry_points.txt``.
+   Mounts ``plux.ini`` files of localstack and localstack-pro into the venv in the container.
+   For other dependencies, we mount the ``entry_points.txt`` build artifacts.
+
+   For example, when starting the pro container, the entrypoints of localstack-pro on the host would be in
+   ``~/workspace/localstack-pro/localstack-pro-core/plux.ini`` which needs to be mounted into the distribution info of the installed dependency within the container:
+   ``/opt/code/localstack/.venv/.../site-packages/localstack_ext-4.13.0.dev0.dist-info/entry_points.txt``.
+
+   For a dependency using plugins, the entrypoints would be in the build artifact at 
+   ``~/workspace/<dependency>/<package-name>.egg-info/entry_points.txt``
+   which also needs to be mounted into the distribution info of the installed dependency within the container:
+   ``/opt/code/localstack/.venv/.../site-packages/<package-name>.dist-info/entry_points.txt``.
     """
 
     entry_point_glob = (
@@ -236,12 +246,7 @@ def __call__(self, cfg: ContainerConfiguration):
             dep, ver = dep_path.split("-")
 
             if dep == "localstack_core":
-                host_path = (
-                    self.host_paths.localstack_project_dir
-                    / "localstack-core"
-                    / "localstack_core.egg-info"
-                    / "entry_points.txt"
-                )
+                host_path = self.host_paths.localstack_project_dir / "plux.ini"
                 if host_path.is_file():
                     cfg.volumes.add(
                         BindMount(
@@ -250,13 +255,9 @@ def __call__(self, cfg: ContainerConfiguration):
                             read_only=True,
                         )
                     )
-                    continue
             elif dep == "localstack_ext":
                 host_path = (
-                    self.host_paths.localstack_pro_project_dir
-                    / "localstack-pro-core"
-                    / "localstack_ext.egg-info"
-                    / "entry_points.txt"
+                    self.host_paths.localstack_pro_project_dir / "localstack-pro-core" / "plux.ini"
                 )
                 if host_path.is_file():
                     cfg.volumes.add(
@@ -266,12 +267,12 @@ def __call__(self, cfg: ContainerConfiguration):
                             read_only=True,
                         )
                     )
-                    continue
-            for host_path in self.host_paths.workspace_dir.glob(
-                f"*/{dep}.egg-info/entry_points.txt"
-            ):
-                cfg.volumes.add(BindMount(str(host_path), str(container_path), read_only=True))
-                break
+            else:
+                for host_path in self.host_paths.workspace_dir.glob(
+                    f"*/{dep}.egg-info/entry_points.txt"
+                ):
+                    cfg.volumes.add(BindMount(str(host_path), str(container_path), read_only=True))
+                    break
 
 
 class DependencyMountConfigurator:

From ac2f031e90351ea1100b47197997335d2d52659f Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Fri, 6 Feb 2026 14:35:26 +0100
Subject: [PATCH 592/697] fix linting error (#13710)

---
 .../localstack/dev/run/configurators.py       | 29 ++++++++++---------
 1 file changed, 15 insertions(+), 14 deletions(-)

diff --git a/localstack-core/localstack/dev/run/configurators.py b/localstack-core/localstack/dev/run/configurators.py
index 6adaef5f54ed8..fdb6d54d48f3f 100644
--- a/localstack-core/localstack/dev/run/configurators.py
+++ b/localstack-core/localstack/dev/run/configurators.py
@@ -187,22 +187,23 @@ def try_mount_to_site_packages(self, cfg: ContainerConfiguration, sources_path:
 
 class EntryPointMountConfigurator:
     """
-    Mounts ``entry_points.txt`` files of localstack and dependencies into the venv in the container.
+     Mounts ``entry_points.txt`` files of localstack and dependencies into the venv in the container.
+
+     For example, when starting the pro container, the entrypoints of localstack-pro on the host would be in
+     ``~/workspace/localstack-pro/localstack-pro-core/localstack_ext.egg-info/entry_points.txt``
+     which needs to be mounted into the distribution info of the installed dependency within the container:
+    Mounts ``plux.ini`` files of localstack and localstack-pro into the venv in the container.
+    For other dependencies, we mount the ``entry_points.txt`` build artifacts.
 
     For example, when starting the pro container, the entrypoints of localstack-pro on the host would be in
-    ``~/workspace/localstack-pro/localstack-pro-core/localstack_ext.egg-info/entry_points.txt``
-    which needs to be mounted into the distribution info of the installed dependency within the container:
-   Mounts ``plux.ini`` files of localstack and localstack-pro into the venv in the container.
-   For other dependencies, we mount the ``entry_points.txt`` build artifacts.
-
-   For example, when starting the pro container, the entrypoints of localstack-pro on the host would be in
-   ``~/workspace/localstack-pro/localstack-pro-core/plux.ini`` which needs to be mounted into the distribution info of the installed dependency within the container:
-   ``/opt/code/localstack/.venv/.../site-packages/localstack_ext-4.13.0.dev0.dist-info/entry_points.txt``.
-
-   For a dependency using plugins, the entrypoints would be in the build artifact at 
-   ``~/workspace/<dependency>/<package-name>.egg-info/entry_points.txt``
-   which also needs to be mounted into the distribution info of the installed dependency within the container:
-   ``/opt/code/localstack/.venv/.../site-packages/<package-name>.dist-info/entry_points.txt``.
+    ``~/workspace/localstack-pro/localstack-pro-core/plux.ini`` which needs to be mounted into the distribution info
+    of the installed dependency within the container:
+    ``/opt/code/localstack/.venv/.../site-packages/localstack_ext-4.13.0.dev0.dist-info/entry_points.txt``.
+
+    For a dependency using plugins, the entrypoints would be in the build artifact at
+    ``~/workspace/<dependency>/<package-name>.egg-info/entry_points.txt``
+    which also needs to be mounted into the distribution info of the installed dependency within the container:
+    ``/opt/code/localstack/.venv/.../site-packages/<package-name>.dist-info/entry_points.txt``.
     """
 
     entry_point_glob = (

From 20cc1b38411aa8d66f0382ebc0fa8941b68c3d19 Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Fri, 6 Feb 2026 18:38:16 +0100
Subject: [PATCH 593/697] APIGW: fix model typing / update custom id logic
 (#13694)

---
 .../localstack/services/apigateway/models.py  |  5 +---
 .../localstack/services/apigateway/patches.py | 18 +++++++-------
 .../apigateway/test_apigateway_basic.py       | 21 +++++++++++++---
 .../apigateway/test_apigateway_custom_ids.py  | 24 ++++++++++++++++++-
 4 files changed, 51 insertions(+), 17 deletions(-)

diff --git a/localstack-core/localstack/services/apigateway/models.py b/localstack-core/localstack/services/apigateway/models.py
index 7baddff318528..c5b04f4211e97 100644
--- a/localstack-core/localstack/services/apigateway/models.py
+++ b/localstack-core/localstack/services/apigateway/models.py
@@ -1,7 +1,5 @@
 from typing import Any
 
-from requests.structures import CaseInsensitiveDict
-
 from localstack.aws.api.apigateway import (
     Account,
     Authorizer,
@@ -109,8 +107,7 @@ def __init__(
 
 class ApiGatewayStore(BaseStore):
     # maps (API id) -> RestApiContainer
-    # TODO: remove CaseInsensitiveDict, and lower the value of the ID when getting it from the tags
-    rest_apis: dict[str, RestApiContainer] = LocalAttribute(default=CaseInsensitiveDict)
+    rest_apis: dict[str, RestApiContainer] = LocalAttribute(default=dict)
 
     # account details
     _account: Account = LocalAttribute(default=dict)
diff --git a/localstack-core/localstack/services/apigateway/patches.py b/localstack-core/localstack/services/apigateway/patches.py
index 3122ac36c0fe2..6f9839f76d520 100644
--- a/localstack-core/localstack/services/apigateway/patches.py
+++ b/localstack-core/localstack/services/apigateway/patches.py
@@ -4,8 +4,8 @@
 
 from moto.apigateway import models as apigateway_models
 from moto.apigateway.exceptions import (
+    BadRequestException,
     DeploymentNotFoundException,
-    RestAPINotFound,
     StageStillActive,
 )
 from moto.apigateway.responses import APIGatewayResponse
@@ -169,19 +169,19 @@ def create_rest_api(fn, self, *args, tags=None, **kwargs):
         """
         tags = tags or {}
         result = fn(self, *args, tags=tags, **kwargs)
-        # TODO: lower the custom_id when getting it from the tags, as AWS is case insensitive
+
         if custom_id := tags.get(TAG_KEY_CUSTOM_ID):
             self.apis.pop(result.id)
             result.id = custom_id
             self.apis[custom_id] = result
-        return result
 
-    @patch(apigateway_models.APIGatewayBackend.get_rest_api, pass_target=False)
-    def get_rest_api(self, function_id):
-        for key in self.apis.keys():
-            if key.lower() == function_id.lower():
-                return self.apis[key]
-        raise RestAPINotFound()
+        if not (result.id.islower() or result.id.isnumeric()):
+            self.apis.pop(result.id)
+            raise BadRequestException(
+                f"The RestApiId '{result.id}' cannot contain uppercase characters"
+            )
+
+        return result
 
     @patch(apigateway_models.RestAPI.delete_deployment, pass_target=False)
     def patch_delete_deployment(self, deployment_id: str) -> apigateway_models.Deployment:
diff --git a/tests/aws/services/apigateway/test_apigateway_basic.py b/tests/aws/services/apigateway/test_apigateway_basic.py
index 3f3abb0123d72..2512c51b7f68b 100644
--- a/tests/aws/services/apigateway/test_apigateway_basic.py
+++ b/tests/aws/services/apigateway/test_apigateway_basic.py
@@ -142,7 +142,7 @@ def test_create_rest_api_with_custom_id(self, create_rest_apigw, url_function, a
         if not is_next_gen_api() and url_function == localstack_path_based_url:
             pytest.skip("This URL type is not supported in the legacy implementation")
         apigw_name = f"gw-{short_uid()}"
-        test_id = "testId123"
+        test_id = "test-id123"
         api_id, name, _ = create_rest_apigw(name=apigw_name, tags={TAG_KEY_CUSTOM_ID: test_id})
         assert test_id == api_id
         assert apigw_name == name
@@ -160,6 +160,20 @@ def test_create_rest_api_with_custom_id(self, create_rest_apigw, url_function, a
         assert response.ok
         assert response._content == b'{"echo": "foobar", "response": "mocked"}'
 
+    @markers.aws.only_localstack
+    # This is not a possible feature on aws.
+    def test_create_rest_api_with_invalid_custom_id(self, create_rest_apigw, aws_client):
+        apigw_name = f"gw-{short_uid()}"
+        test_id = "testId123"
+        with pytest.raises(ClientError) as exc:
+            create_rest_apigw(name=apigw_name, tags={TAG_KEY_CUSTOM_ID: test_id})
+
+        assert exc.value.response["Error"]["Code"] == "BadRequestException"
+        assert (
+            exc.value.response["Error"]["Message"]
+            == f"The RestApiId '{test_id}' cannot contain uppercase characters"
+        )
+
     @markers.aws.validated
     def test_update_rest_api_deployment(self, create_rest_apigw, aws_client, snapshot):
         snapshot.add_transformer(snapshot.transform.key_value("id"))
@@ -1505,10 +1519,11 @@ class TestTagging:
     def test_tag_api(self, create_rest_apigw, aws_client, account_id, region_name):
         api_name = f"api-{short_uid()}"
         tags = {"foo": "bar"}
+        custom_id = "c0stiom1d"
 
         # add resource tags
-        api_id, _, _ = create_rest_apigw(name=api_name, tags={TAG_KEY_CUSTOM_ID: "c0stIOm1d"})
-        assert api_id == "c0stIOm1d"
+        api_id, _, _ = create_rest_apigw(name=api_name, tags={TAG_KEY_CUSTOM_ID: custom_id})
+        assert api_id == custom_id
 
         api_arn = arns.apigateway_restapi_arn(api_id, account_id, region_name)
         aws_client.apigateway.tag_resource(resourceArn=api_arn, tags=tags)
diff --git a/tests/aws/services/apigateway/test_apigateway_custom_ids.py b/tests/aws/services/apigateway/test_apigateway_custom_ids.py
index 68174f3dc00cb..1df103348b91b 100644
--- a/tests/aws/services/apigateway/test_apigateway_custom_ids.py
+++ b/tests/aws/services/apigateway/test_apigateway_custom_ids.py
@@ -1,3 +1,5 @@
+import pytest
+from botocore.exceptions import ClientError
 from moto.apigateway.utils import (
     ApigwApiKeyIdentifier,
     ApigwResourceIdentifier,
@@ -7,7 +9,7 @@
 from localstack.testing.pytest import markers
 from localstack.utils.strings import long_uid, short_uid
 
-API_ID = "ApiId"
+API_ID = "api-id"
 ROOT_RESOURCE_ID = "RootId"
 PET_1_RESOURCE_ID = "Pet1Id"
 PET_2_RESOURCE_ID = "Pet2Id"
@@ -60,3 +62,23 @@ def test_apigateway_custom_ids(
     assert pet_resource_1["id"] == PET_1_RESOURCE_ID
     assert pet_resource_2["id"] == PET_2_RESOURCE_ID
     assert api_key["id"] == API_KEY_ID
+
+
+@markers.aws.only_localstack
+@markers.requires_in_process
+def test_apigateway_invalid_rest_api_custom_id(
+    aws_client, set_resource_custom_id, create_rest_apigw, account_id, region_name, cleanups
+):
+    rest_api_name = f"apigw-{short_uid()}"
+    bad_api_id = "UpperCaseApi"
+
+    set_resource_custom_id(
+        ApigwRestApiIdentifier(account_id, region_name, rest_api_name), bad_api_id
+    )
+    with pytest.raises(ClientError) as exc:
+        create_rest_apigw(name=rest_api_name)
+    assert exc.value.response["Error"]["Code"] == "BadRequestException"
+    assert (
+        exc.value.response["Error"]["Message"]
+        == f"The RestApiId '{bad_api_id}' cannot contain uppercase characters"
+    )

From acb7eee3428efab3e8701bbfe833412cbc3b310f Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Mon, 9 Feb 2026 08:52:05 +0100
Subject: [PATCH 594/697] Events: improve Store IAM Statement typing (#13716)

---
 .../localstack/services/events/models.py       | 18 ++++++------------
 1 file changed, 6 insertions(+), 12 deletions(-)

diff --git a/localstack-core/localstack/services/events/models.py b/localstack-core/localstack/services/events/models.py
index 6cfc196014fa1..6396363517df0 100644
--- a/localstack-core/localstack/services/events/models.py
+++ b/localstack-core/localstack/services/events/models.py
@@ -2,7 +2,7 @@
 from dataclasses import dataclass, field
 from datetime import UTC, datetime
 from enum import Enum
-from typing import Any, Literal, TypedDict
+from typing import Any, TypedDict
 
 from localstack.aws.api import CommonServiceException
 from localstack.aws.api.events import (
@@ -108,19 +108,13 @@ class ResourceType(Enum):
     RULE = "rule"
 
 
-class Condition(TypedDict):
-    Type: Literal["StringEquals"]
-    Key: Literal["aws:PrincipalOrgID"]
-    Value: str
-
-
 class Statement(TypedDict):
-    Sid: str
+    Sid: str | None
     Effect: str
-    Principal: str | dict[str, str]
-    Action: str
-    Resource: str
-    Condition: Condition
+    Principal: str | dict[str, str] | None
+    Action: str | list[str]
+    Resource: str | list[str]
+    Condition: dict[str, Any] | None
 
 
 class ResourcePolicy(TypedDict):

From 4f689f3d17f59510e61a20e01a202306923b4f02 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Cristian=20Pallar=C3=A9s?=
 <cristian.pallares@localstack.cloud>
Date: Mon, 9 Feb 2026 10:43:58 +0100
Subject: [PATCH 595/697] Upgrade lambda-runtime-init (#13712)

---
 localstack-core/localstack/services/lambda_/packages.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/localstack-core/localstack/services/lambda_/packages.py b/localstack-core/localstack/services/lambda_/packages.py
index 95ed66da694fd..859f3c12474c4 100644
--- a/localstack-core/localstack/services/lambda_/packages.py
+++ b/localstack-core/localstack/services/lambda_/packages.py
@@ -12,7 +12,7 @@
 """Customized LocalStack version of the AWS Lambda Runtime Interface Emulator (RIE).
 https://github.com/localstack/lambda-runtime-init/blob/localstack/README-LOCALSTACK.md
 """
-LAMBDA_RUNTIME_DEFAULT_VERSION = "v0.1.39-pre"
+LAMBDA_RUNTIME_DEFAULT_VERSION = "v0.1.40-pre"
 LAMBDA_RUNTIME_VERSION = config.LAMBDA_INIT_RELEASE_VERSION or LAMBDA_RUNTIME_DEFAULT_VERSION
 LAMBDA_RUNTIME_INIT_URL = "https://github.com/localstack/lambda-runtime-init/releases/download/{version}/aws-lambda-rie-{arch}"
 

From 52d83813b35498cdad98dd37474ffa4919a30cad Mon Sep 17 00:00:00 2001
From: Kelvin Velasquez
 <112011775+kelvinvelasquez-SDE@users.noreply.github.com>
Date: Mon, 9 Feb 2026 07:15:37 -0600
Subject: [PATCH 596/697] fix(transcribe): allow exact 4h duration and handle
 invalid metadata (#13561)

Co-authored-by: Steve Purcell <steve@sanityinc.com>
---
 localstack-core/localstack/services/transcribe/provider.py | 2 +-
 tests/aws/services/transcribe/test_transcribe.py           | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/localstack-core/localstack/services/transcribe/provider.py b/localstack-core/localstack/services/transcribe/provider.py
index 6537e1e6c53e8..9a70031bf732b 100644
--- a/localstack-core/localstack/services/transcribe/provider.py
+++ b/localstack-core/localstack/services/transcribe/provider.py
@@ -319,7 +319,7 @@ def _run_transcription_job(self, args: tuple[TranscribeStore, str]) -> None:
             job["MediaFormat"] = SUPPORTED_FORMAT_NAMES[format]
             duration = ffprobe_output["format"]["duration"]
 
-            if float(duration) >= MAX_AUDIO_DURATION_SECONDS:
+            if float(duration) > MAX_AUDIO_DURATION_SECONDS:
                 failure_reason = "Invalid file size: file size too large. Maximum audio duration is 4.000000 hours.Check the length of the file and try your request again."
                 raise RuntimeError()
 
diff --git a/tests/aws/services/transcribe/test_transcribe.py b/tests/aws/services/transcribe/test_transcribe.py
index 8edf705fde222..eaa4dc2b58555 100644
--- a/tests/aws/services/transcribe/test_transcribe.py
+++ b/tests/aws/services/transcribe/test_transcribe.py
@@ -459,7 +459,7 @@ def test_transcribe_error_invalid_length(self, transcribe_create_job, aws_client
         media_file = os.path.join(tempfile.gettempdir(), "audio_4h.mp3")
 
         run(
-            f"{ffmpeg_bin} -f lavfi -i anullsrc=r=44100:cl=mono -t 14400 -q:a 9 -acodec libmp3lame {media_file}"
+            f"{ffmpeg_bin} -f lavfi -i anullsrc=r=44100:cl=mono -t 14401 -q:a 9 -acodec libmp3lame {media_file}"
         )
         job_name = transcribe_create_job(audio_file=media_file)
 

From 9cdb70e2193102608dc8f121e01fc95deb2b0d2a Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Mon, 9 Feb 2026 14:33:08 +0100
Subject: [PATCH 597/697] SNS: fix existing topic attr check (#13714)

---
 .../localstack/services/sns/provider.py       |  46 +++---
 tests/aws/services/sns/test_sns.py            |  44 ++++++
 tests/aws/services/sns/test_sns.snapshot.json | 147 +++++++++++++++++-
 .../aws/services/sns/test_sns.validation.json |  19 ++-
 4 files changed, 227 insertions(+), 29 deletions(-)

diff --git a/localstack-core/localstack/services/sns/provider.py b/localstack-core/localstack/services/sns/provider.py
index 9ab2c839c1118..7a790167e7588 100644
--- a/localstack-core/localstack/services/sns/provider.py
+++ b/localstack-core/localstack/services/sns/provider.py
@@ -190,14 +190,29 @@ def create_topic(
         topic_arn = sns_topic_arn(
             topic_name=name, region_name=context.region, account_id=context.account_id
         )
-        topic: Topic = store.topics.get(topic_arn)
-        attributes = attributes or {}
-        if topic:
-            attrs = topic["attributes"]
-            for k, v in attributes.values():
-                if not attrs.get(k) or not attrs.get(k) == v:
-                    # TODO:
-                    raise InvalidParameterException("Fix this Exception message and type")
+        attributes = dict(attributes) if attributes else {}
+        if attributes.get("FifoTopic") and attributes["FifoTopic"].lower() == "true":
+            pattern = SNS_TOPIC_NAME_PATTERN_FIFO
+        else:
+            # AWS does not seem to save explicit settings of fifo = false
+            attributes.pop("FifoTopic", None)
+            pattern = SNS_TOPIC_NAME_PATTERN
+
+        if not re.match(pattern, name):
+            raise InvalidParameterException("Invalid parameter: Topic Name")
+
+        if existing_topic := store.topics.get(topic_arn):
+            existing_attrs = existing_topic["attributes"]
+            # TODO: validate attribute names
+            for k, v in attributes.items():
+                # special case for FifoTopic
+                if k == "FifoTopic" and v == "false" and "FifoTopic" not in existing_attrs:
+                    continue
+
+                if not existing_attrs.get(k) or not existing_attrs.get(k) == v:
+                    raise InvalidParameterException(
+                        "Invalid parameter: Attributes Reason: Topic already exists with different attributes"
+                    )
             tag_resource_success = _check_matching_tags(topic_arn, tags, store)
             if not tag_resource_success:
                 raise InvalidParameterException(
@@ -205,21 +220,6 @@ def create_topic(
                 )
             return CreateTopicResponse(TopicArn=topic_arn)
 
-        if attributes.get("FifoTopic") and attributes["FifoTopic"].lower() == "true":
-            fifo_match = re.match(SNS_TOPIC_NAME_PATTERN_FIFO, name)
-            if not fifo_match:
-                # TODO: check this with a separate test
-                raise InvalidParameterException(
-                    "Fifo Topic names must end with .fifo and must be made up of only uppercase and lowercase ASCII letters, numbers, underscores, and hyphens, and must be between 1 and 256 characters long."
-                )
-        else:
-            # AWS does not seem to save explicit settings of fifo = false
-
-            attributes.pop("FifoTopic", None)
-            name_match = re.match(SNS_TOPIC_NAME_PATTERN, name)
-            if not name_match:
-                raise InvalidParameterException("Invalid parameter: Topic Name")
-
         attributes["EffectiveDeliveryPolicy"] = _create_default_effective_delivery_policy()
 
         topic = _create_topic(name=name, attributes=attributes, context=context)
diff --git a/tests/aws/services/sns/test_sns.py b/tests/aws/services/sns/test_sns.py
index 7a030b0a889d8..95ad5380fb66e 100644
--- a/tests/aws/services/sns/test_sns.py
+++ b/tests/aws/services/sns/test_sns.py
@@ -366,6 +366,42 @@ def test_create_topic_should_be_idempotent(self, snapshot, sns_create_topic, aws
         attrs = aws_client.sns.get_topic_attributes(TopicArn=resp2["TopicArn"])
         snapshot.match("topic-attrs-idempotent-2", attrs)
 
+    @markers.aws.validated
+    def test_create_topic_different_attrs(self, snapshot, sns_create_topic, aws_client):
+        topic_name = f"test-idempotent-{short_uid()}"
+
+        create_topic_1 = sns_create_topic(Name=topic_name, Attributes={"DisplayName": "Value1"})
+        snapshot.match("create-topic", create_topic_1)
+
+        create_topic_no_attr = sns_create_topic(Name=topic_name)
+        snapshot.match("create-topic-no-attrs", create_topic_no_attr)
+
+        attrs = aws_client.sns.get_topic_attributes(TopicArn=create_topic_1["TopicArn"])
+        snapshot.match("topic-attrs", attrs)
+
+        sns_create_topic(Name=topic_name, Attributes={"DisplayName": "Value1"})
+
+        # FifoTopic = False is a special case, seems to be stored internally
+        sns_create_topic(Name=topic_name, Attributes={"FifoTopic": "false"})
+
+        with pytest.raises(ClientError) as exc:
+            sns_create_topic(Name=topic_name, Attributes={"DisplayName": "Value2"})
+        snapshot.match("create-topic-diff-attrs", exc.value.response)
+
+        with pytest.raises(ClientError) as exc:
+            sns_create_topic(Name=topic_name, Attributes={"FifoTopic": "true"})
+        snapshot.match("create-topic-new-attrs-fifo", exc.value.response)
+
+        with pytest.raises(ClientError) as exc:
+            sns_create_topic(Name=topic_name, Attributes={"SignatureVersion": "2"})
+        snapshot.match("create-topic-new-attrs", exc.value.response)
+
+        with pytest.raises(ClientError) as exc:
+            sns_create_topic(
+                Name=topic_name, Attributes={"SignatureVersion": "2", "DisplayName": "Value1"}
+            )
+        snapshot.match("create-topic-new-and-same-attrs", exc.value.response)
+
     @markers.aws.validated
     def test_create_topic_name_constraints(self, snapshot, sns_create_topic):
         # Valid names within length constraints
@@ -382,6 +418,14 @@ def test_create_topic_name_constraints(self, snapshot, sns_create_topic):
             sns_create_topic(Name="a" * 257)
         snapshot.match("name-too-long", e.value.response)
 
+        with pytest.raises(ClientError) as e:
+            sns_create_topic(Name="test.fifo")
+        snapshot.match("name-contains-fifo", e.value.response)
+
+        with pytest.raises(ClientError) as e:
+            sns_create_topic(Name="test", Attributes={"FifoTopic": "true"})
+        snapshot.match("fifo-name-not-contains-fifo", e.value.response)
+
         # Invalid chars
         # TODO: the index is used because using special characters in the matched name doesn't work for all chars
         #  -> we should write a snapshot test to investigate further
diff --git a/tests/aws/services/sns/test_sns.snapshot.json b/tests/aws/services/sns/test_sns.snapshot.json
index e21f58a010d26..bbf679e71d78f 100644
--- a/tests/aws/services/sns/test_sns.snapshot.json
+++ b/tests/aws/services/sns/test_sns.snapshot.json
@@ -5296,7 +5296,7 @@
     }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSTopicCrudV2::test_create_topic_name_constraints": {
-    "recorded-date": "07-10-2025, 09:49:48",
+    "recorded-date": "06-02-2026, 19:15:23",
     "recorded-content": {
       "valid-name-max-length": {
         "TopicArn": "arn:<partition>:sns:<region>:111111111111:<resource:1>",
@@ -5327,6 +5327,28 @@
           "HTTPStatusCode": 400
         }
       },
+      "name-contains-fifo": {
+        "Error": {
+          "Code": "InvalidParameter",
+          "Message": "Invalid parameter: Topic Name",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "fifo-name-not-contains-fifo": {
+        "Error": {
+          "Code": "InvalidParameter",
+          "Message": "Invalid parameter: Topic Name",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
       "name-invalid-char-0": {
         "Error": {
           "Code": "InvalidParameter",
@@ -7344,5 +7366,128 @@
         }
       }
     }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSTopicCrudV2::test_create_topic_different_attrs": {
+    "recorded-date": "06-02-2026, 19:09:15",
+    "recorded-content": {
+      "create-topic": {
+        "TopicArn": "arn:<partition>:sns:<region>:111111111111:<resource:1>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "create-topic-no-attrs": {
+        "TopicArn": "arn:<partition>:sns:<region>:111111111111:<resource:1>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "topic-attrs": {
+        "Attributes": {
+          "DisplayName": "Value1",
+          "EffectiveDeliveryPolicy": {
+            "http": {
+              "defaultHealthyRetryPolicy": {
+                "minDelayTarget": 20,
+                "maxDelayTarget": 20,
+                "numRetries": 3,
+                "numMaxDelayRetries": 0,
+                "numNoDelayRetries": 0,
+                "numMinDelayRetries": 0,
+                "backoffFunction": "linear"
+              },
+              "disableSubscriptionOverrides": false,
+              "defaultRequestPolicy": {
+                "headerContentType": "text/plain; charset=UTF-8"
+              }
+            }
+          },
+          "Owner": "111111111111",
+          "Policy": {
+            "Version": "2008-10-17",
+            "Id": "__default_policy_ID",
+            "Statement": [
+              {
+                "Sid": "__default_statement_ID",
+                "Effect": "Allow",
+                "Principal": {
+                  "AWS": "*"
+                },
+                "Action": [
+                  "SNS:GetTopicAttributes",
+                  "SNS:SetTopicAttributes",
+                  "SNS:AddPermission",
+                  "SNS:RemovePermission",
+                  "SNS:DeleteTopic",
+                  "SNS:Subscribe",
+                  "SNS:ListSubscriptionsByTopic",
+                  "SNS:Publish"
+                ],
+                "Resource": "arn:<partition>:sns:<region>:111111111111:<resource:1>",
+                "Condition": {
+                  "StringEquals": {
+                    "AWS:SourceOwner": "111111111111"
+                  }
+                }
+              }
+            ]
+          },
+          "SubscriptionsConfirmed": "0",
+          "SubscriptionsDeleted": "0",
+          "SubscriptionsPending": "0",
+          "TopicArn": "arn:<partition>:sns:<region>:111111111111:<resource:1>"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "create-topic-diff-attrs": {
+        "Error": {
+          "Code": "InvalidParameter",
+          "Message": "Invalid parameter: Attributes Reason: Topic already exists with different attributes",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "create-topic-new-attrs-fifo": {
+        "Error": {
+          "Code": "InvalidParameter",
+          "Message": "Invalid parameter: Topic Name",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "create-topic-new-attrs": {
+        "Error": {
+          "Code": "InvalidParameter",
+          "Message": "Invalid parameter: Attributes Reason: Topic already exists with different attributes",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "create-topic-new-and-same-attrs": {
+        "Error": {
+          "Code": "InvalidParameter",
+          "Message": "Invalid parameter: Attributes Reason: Topic already exists with different attributes",
+          "Type": "Sender"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/sns/test_sns.validation.json b/tests/aws/services/sns/test_sns.validation.json
index 50a34892d5b78..b303b915ae53c 100644
--- a/tests/aws/services/sns/test_sns.validation.json
+++ b/tests/aws/services/sns/test_sns.validation.json
@@ -1388,6 +1388,15 @@
       "total": 3.31
     }
   },
+  "tests/aws/services/sns/test_sns.py::TestSNSTopicCrudV2::test_create_topic_different_attrs": {
+    "last_validated_date": "2026-02-06T19:09:15+00:00",
+    "durations_in_seconds": {
+      "setup": 0.45,
+      "call": 1.36,
+      "teardown": 0.5,
+      "total": 2.31
+    }
+  },
   "tests/aws/services/sns/test_sns.py::TestSNSTopicCrudV2::test_create_topic_in_multiple_regions": {
     "last_validated_date": "2025-10-08T08:54:10+00:00",
     "durations_in_seconds": {
@@ -1398,12 +1407,12 @@
     }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSTopicCrudV2::test_create_topic_name_constraints": {
-    "last_validated_date": "2025-10-07T09:49:48+00:00",
+    "last_validated_date": "2026-02-06T19:15:23+00:00",
     "durations_in_seconds": {
-      "setup": 1.02,
-      "call": 2.27,
-      "teardown": 0.26,
-      "total": 3.55
+      "setup": 0.46,
+      "call": 1.71,
+      "teardown": 0.21,
+      "total": 2.38
     }
   },
   "tests/aws/services/sns/test_sns.py::TestSNSTopicCrudV2::test_create_topic_should_be_idempotent": {

From e8345d9fe050448a76608658a2a170ce056358a8 Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Mon, 9 Feb 2026 17:56:09 +0100
Subject: [PATCH 598/697] pin `upgrade-pinned-dependencies` target to `pip<26`
 (#13719)

---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 00855a505bbfe..2bd6322186309 100644
--- a/Makefile
+++ b/Makefile
@@ -37,7 +37,7 @@ freeze:                   ## Run pip freeze -l in the virtual environment
 
 upgrade-pinned-dependencies: venv
 	# TODO: Avoid pip 26.0 for now due to https://github.com/jazzband/pip-tools/issues/2319
-	$(VENV_RUN); $(PIP_CMD) install --upgrade "pip!=26.0" pip-tools pre-commit
+	$(VENV_RUN); $(PIP_CMD) install --upgrade "pip<26.0" pip-tools pre-commit
 	$(VENV_RUN); pip-compile --strip-extras --upgrade -o requirements-basic.txt pyproject.toml
 	$(VENV_RUN); pip-compile --strip-extras --upgrade --extra runtime -o requirements-runtime.txt pyproject.toml
 	$(VENV_RUN); pip-compile --strip-extras --upgrade --extra test -o requirements-test.txt pyproject.toml

From 4651d181ae96b5104f7582bc5b4b764c395a5884 Mon Sep 17 00:00:00 2001
From: amitsh1 <amit30005@gmail.com>
Date: Mon, 9 Feb 2026 21:54:29 +0200
Subject: [PATCH 599/697] fix: secret value stored not decoded (#13543)

Co-authored-by: Macwan Nevil <macnev2013@gmail.com>
---
 .../services/secretsmanager/provider.py       |   5 +-
 .../secretsmanager/test_secretsmanager.py     |  43 ++++++
 .../test_secretsmanager.snapshot.json         | 141 ++++++++++++++++++
 3 files changed, 188 insertions(+), 1 deletion(-)

diff --git a/localstack-core/localstack/services/secretsmanager/provider.py b/localstack-core/localstack/services/secretsmanager/provider.py
index c9773e1863577..e48dd53066a64 100644
--- a/localstack-core/localstack/services/secretsmanager/provider.py
+++ b/localstack-core/localstack/services/secretsmanager/provider.py
@@ -319,7 +319,8 @@ def put_secret_value(
         secret_binary = request.get("SecretBinary")
         if not secret_binary and not secret_string:
             raise InvalidRequestException("You must provide either SecretString or SecretBinary.")
-
+        if secret_binary:
+            secret_binary = base64.b64encode(secret_binary)
         version_stages = request.get("VersionStages", ["AWSCURRENT"])
         if not isinstance(version_stages, list):
             version_stages = [version_stages]
@@ -402,6 +403,8 @@ def update_secret(
         secret_id = request["SecretId"]
         secret_string = request.get("SecretString")
         secret_binary = request.get("SecretBinary")
+        if secret_binary:
+            secret_binary = base64.b64encode(secret_binary)
         description = request.get("Description")
         kms_key_id = request.get("KmsKeyId")
         client_req_token = request.get("ClientRequestToken")
diff --git a/tests/aws/services/secretsmanager/test_secretsmanager.py b/tests/aws/services/secretsmanager/test_secretsmanager.py
index 6a3fed1426b82..ab2db6d8f7e86 100644
--- a/tests/aws/services/secretsmanager/test_secretsmanager.py
+++ b/tests/aws/services/secretsmanager/test_secretsmanager.py
@@ -2612,6 +2612,49 @@ def test_force_delete_deleted_secret(self, sm_snapshot, secret_name, aws_client)
 
         self._wait_force_deletion_completed(aws_client.secretsmanager, secret_id)
 
+    @pytest.mark.parametrize(
+        "put_secret_binary, update_secret_binary",
+        [
+            (b"footest", b"updated1"),
+            (b"tops3cret", b"updated2"),
+            (b"\x00\x01\x02\xff", b"\xfe\xfd"),
+        ],
+    )
+    @markers.aws.validated
+    def test_change_secret_value_after_creation(
+        self,
+        sm_snapshot,
+        create_secret,
+        aws_client,
+        put_secret_binary,
+        update_secret_binary,
+    ):
+        secret_name = f"test-secret-{short_uid()}"
+        response = create_secret(Name=secret_name, SecretBinary=b"initial")
+        sm_snapshot.add_transformers_list(
+            sm_snapshot.transform.secretsmanager_secret_id_arn(response, 0)
+        )
+
+        secret_value_response = aws_client.secretsmanager.get_secret_value(SecretId=secret_name)
+        sm_snapshot.match("put_secret_value_secret_response", secret_value_response)
+
+        aws_client.secretsmanager.put_secret_value(
+            SecretId=secret_name, SecretBinary=put_secret_binary
+        )
+
+        secret_value_response_updated = aws_client.secretsmanager.get_secret_value(
+            SecretId=secret_name
+        )
+        sm_snapshot.match("put_secret_binary_response_updated", secret_value_response_updated)
+
+        aws_client.secretsmanager.update_secret(
+            SecretId=secret_name, SecretBinary=update_secret_binary
+        )
+        secret_value_response_updated2 = aws_client.secretsmanager.get_secret_value(
+            SecretId=secret_name
+        )
+        sm_snapshot.match("update_secret_binary_response_updated", secret_value_response_updated2)
+
 
 class TestSecretsManagerMultiAccounts:
     @markers.aws.validated
diff --git a/tests/aws/services/secretsmanager/test_secretsmanager.snapshot.json b/tests/aws/services/secretsmanager/test_secretsmanager.snapshot.json
index 6c44ec6bf7694..11ba9f73dfc8e 100644
--- a/tests/aws/services/secretsmanager/test_secretsmanager.snapshot.json
+++ b/tests/aws/services/secretsmanager/test_secretsmanager.snapshot.json
@@ -4806,5 +4806,146 @@
         }
       }
     }
+  },
+  "tests/aws/services/secretsmanager/test_secretsmanager.py::TestSecretsManager::test_change_secret_value_after_creation[footest-updated1]": {
+    "recorded-date": "07-02-2026, 13:37:49",
+    "recorded-content": {
+      "put_secret_value_secret_response": {
+        "ARN": "arn:<partition>:secretsmanager:<region>:111111111111:secret:<SecretId-0idx><ArnPart-0idx>",
+        "CreatedDate": "datetime",
+        "Name": "<SecretId-0idx>",
+        "SecretBinary": "b'initial'",
+        "VersionId": "<version_uuid:1>",
+        "VersionStages": [
+          "AWSCURRENT"
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "put_secret_binary_response_updated": {
+        "ARN": "arn:<partition>:secretsmanager:<region>:111111111111:secret:<SecretId-0idx><ArnPart-0idx>",
+        "CreatedDate": "datetime",
+        "Name": "<SecretId-0idx>",
+        "SecretBinary": "b'footest'",
+        "VersionId": "<version_uuid:2>",
+        "VersionStages": [
+          "AWSCURRENT"
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "update_secret_binary_response_updated": {
+        "ARN": "arn:<partition>:secretsmanager:<region>:111111111111:secret:<SecretId-0idx><ArnPart-0idx>",
+        "CreatedDate": "datetime",
+        "Name": "<SecretId-0idx>",
+        "SecretBinary": "b'updated1'",
+        "VersionId": "<version_uuid:3>",
+        "VersionStages": [
+          "AWSCURRENT"
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/secretsmanager/test_secretsmanager.py::TestSecretsManager::test_change_secret_value_after_creation[tops3cret-updated2]": {
+    "recorded-date": "07-02-2026, 13:37:49",
+    "recorded-content": {
+      "put_secret_value_secret_response": {
+        "ARN": "arn:<partition>:secretsmanager:<region>:111111111111:secret:<SecretId-0idx><ArnPart-0idx>",
+        "CreatedDate": "datetime",
+        "Name": "<SecretId-0idx>",
+        "SecretBinary": "b'initial'",
+        "VersionId": "<version_uuid:1>",
+        "VersionStages": [
+          "AWSCURRENT"
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "put_secret_binary_response_updated": {
+        "ARN": "arn:<partition>:secretsmanager:<region>:111111111111:secret:<SecretId-0idx><ArnPart-0idx>",
+        "CreatedDate": "datetime",
+        "Name": "<SecretId-0idx>",
+        "SecretBinary": "b'tops3cret'",
+        "VersionId": "<version_uuid:2>",
+        "VersionStages": [
+          "AWSCURRENT"
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "update_secret_binary_response_updated": {
+        "ARN": "arn:<partition>:secretsmanager:<region>:111111111111:secret:<SecretId-0idx><ArnPart-0idx>",
+        "CreatedDate": "datetime",
+        "Name": "<SecretId-0idx>",
+        "SecretBinary": "b'updated2'",
+        "VersionId": "<version_uuid:3>",
+        "VersionStages": [
+          "AWSCURRENT"
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/secretsmanager/test_secretsmanager.py::TestSecretsManager::test_change_secret_value_after_creation[\\x00\\x01\\x02\\xff-\\xfe\\xfd]": {
+    "recorded-date": "07-02-2026, 13:37:49",
+    "recorded-content": {
+      "put_secret_value_secret_response": {
+        "ARN": "arn:<partition>:secretsmanager:<region>:111111111111:secret:<SecretId-0idx><ArnPart-0idx>",
+        "CreatedDate": "datetime",
+        "Name": "<SecretId-0idx>",
+        "SecretBinary": "b'initial'",
+        "VersionId": "<version_uuid:1>",
+        "VersionStages": [
+          "AWSCURRENT"
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "put_secret_binary_response_updated": {
+        "ARN": "arn:<partition>:secretsmanager:<region>:111111111111:secret:<SecretId-0idx><ArnPart-0idx>",
+        "CreatedDate": "datetime",
+        "Name": "<SecretId-0idx>",
+        "SecretBinary": "b'\\x00\\x01\\x02\\xff'",
+        "VersionId": "<version_uuid:2>",
+        "VersionStages": [
+          "AWSCURRENT"
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "update_secret_binary_response_updated": {
+        "ARN": "arn:<partition>:secretsmanager:<region>:111111111111:secret:<SecretId-0idx><ArnPart-0idx>",
+        "CreatedDate": "datetime",
+        "Name": "<SecretId-0idx>",
+        "SecretBinary": "b'\\xfe\\xfd'",
+        "VersionId": "<version_uuid:3>",
+        "VersionStages": [
+          "AWSCURRENT"
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
   }
 }

From 85f54b5accb8a4c2691b7a84f9aa2e04629e31ab Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Cristian=20Pallar=C3=A9s?=
 <cristian.pallares@localstack.cloud>
Date: Tue, 10 Feb 2026 09:53:37 +0100
Subject: [PATCH 600/697] fix(SFN): prevent .waitForTaskToken cleanup in states
 that don't support it (#13706)

#11987 made callback_endpoint optional to correctly process states that support .sync but not .waitForTaskToken service integration pattern, e.g. AWS Glue service task.

However, one codepath was left without null check, causing a runtime error.

Closes DRG-442.

Changes
Add null check on accessing an optional callback_endpoint field.

Note
StateTaskServiceGlue inherits from StateTaskServiceCallback. Even though .sync is not a callback-style pattern, it supports passing the token along to enable continuing the workflow before the job is fully complete, as explained in its docs. Therefore, effectively the support for a callback is needed, and it was introduced in #11197.

However, .sync and .waitForTaskToken code paths are quite coupled right now, we might consider breaking the inheritance here and rather use composition to support different integration patterns.
---
 .../state_task/service/state_task_service_callback.py          | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service_callback.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service_callback.py
index 99cdb6bd444c2..bec4b68e9c838 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service_callback.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_task/service/state_task_service_callback.py
@@ -217,7 +217,8 @@ def _eval_integration_pattern(
             # finished, ensure all waiting # threads on this endpoint (or task) will stop. This is in an effort to
             # release resources sooner than when these would eventually synchronise with the updated environment
             # state of this task.
-            callback_endpoint.interrupt_all()
+            if callback_endpoint:
+                callback_endpoint.interrupt_all()
 
         # Handle Callback outcome types.
         if isinstance(outcome, CallbackOutcomeTimedOut):

From bdb785bf3a481f85fb0ff672dfa4273d722adca3 Mon Sep 17 00:00:00 2001
From: Anisa Oshafi <anisaoshafi@gmail.com>
Date: Tue, 10 Feb 2026 09:58:49 +0100
Subject: [PATCH 601/697] Skip flaky path for Lambda introspection test
 (#13730)

---
 tests/aws/services/lambda_/test_lambda_common.py | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/tests/aws/services/lambda_/test_lambda_common.py b/tests/aws/services/lambda_/test_lambda_common.py
index 0e44a03549ec6..8597339396d13 100644
--- a/tests/aws/services/lambda_/test_lambda_common.py
+++ b/tests/aws/services/lambda_/test_lambda_common.py
@@ -145,6 +145,8 @@ def _invoke_with_payload(payload):
             "$..environment.DOTNET_VERSION",
             # Changed from 127.0.0.1:9001 to 169.254.100.1:9001 around 2024-11, which would require network changes
             "$..environment.AWS_LAMBDA_RUNTIME_API",
+            # Only Ruby runtimes, changed
+            "$..environment.GEM_PATH",
         ]
     )
     @markers.aws.validated

From 088f3094b9ab946a35c48f1888a71b0476cb17fc Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 10 Feb 2026 11:50:40 +0100
Subject: [PATCH 602/697] Bump python from 3.13.11-slim-trixie to
 3.13.12-slim-trixie in the docker-base-images group (#13725)

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 Dockerfile    | 2 +-
 Dockerfile.s3 | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/Dockerfile b/Dockerfile
index 6332c9331972d..1f3b4fb932d4f 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,7 +1,7 @@
 #
 # base: Stage which installs necessary runtime dependencies (OS packages, etc.)
 #
-FROM python:3.13.11-slim-trixie@sha256:1a50c00beb4b39ac0a228faa62d3b121ad76494d5b43f74a794f6d101333855c AS base
+FROM python:3.13.12-slim-trixie@sha256:3de9a8d7aedbb7984dc18f2dff178a7850f16c1ae7c34ba9d7ecc23d0755e35f AS base
 ARG TARGETARCH
 
 # Install runtime OS package dependencies
diff --git a/Dockerfile.s3 b/Dockerfile.s3
index 80d2b47646cd9..ad5f5e4a1e4a9 100644
--- a/Dockerfile.s3
+++ b/Dockerfile.s3
@@ -1,5 +1,5 @@
 # base: Stage which installs necessary runtime dependencies (OS packages, filesystem...)
-FROM python:3.13.11-slim-trixie@sha256:1a50c00beb4b39ac0a228faa62d3b121ad76494d5b43f74a794f6d101333855c AS base
+FROM python:3.13.12-slim-trixie@sha256:3de9a8d7aedbb7984dc18f2dff178a7850f16c1ae7c34ba9d7ecc23d0755e35f AS base
 ARG TARGETARCH
 
 # set workdir

From 0fee4cdd5f39dce284d92f66fcb70a39d473e36a Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 10 Feb 2026 11:51:22 +0100
Subject: [PATCH 603/697] Bump aws-actions/configure-aws-credentials from 5 to
 6 in the github-actions group (#13726)

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 .github/workflows/aws-main.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/aws-main.yml b/.github/workflows/aws-main.yml
index 04ec1dfcbacec..5010cf87e35c9 100644
--- a/.github/workflows/aws-main.yml
+++ b/.github/workflows/aws-main.yml
@@ -210,7 +210,7 @@ jobs:
           platform: ${{ env.PLATFORM_NAME_AMD64 }}
 
       - name: Configure AWS credentials
-        uses: aws-actions/configure-aws-credentials@v5
+        uses: aws-actions/configure-aws-credentials@v6
         with:
           aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }}
           aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }}

From d8ec7bcbe3ff735a8d06e24bcdacafdfd7f385b6 Mon Sep 17 00:00:00 2001
From: Viren Nadkarni <viren.nadkarni@localstack.cloud>
Date: Tue, 10 Feb 2026 18:11:44 +0530
Subject: [PATCH 604/697] Bump Moto-Ext to 5.1.22 (#13727)

---
 pyproject.toml            | 2 +-
 requirements-dev.txt      | 4 ++--
 requirements-runtime.txt  | 4 ++--
 requirements-test.txt     | 4 ++--
 requirements-typehint.txt | 4 ++--
 5 files changed, 9 insertions(+), 9 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 886626fbc30d5..58a53150d7eb0 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -98,7 +98,7 @@ runtime = [
     "jsonpath-rw>=1.4.0",
     # version that has a built wheel
     "kclpy-ext>=3.0.0",
-    "moto-ext[all]>=5.1.20.post44",
+    "moto-ext[all]>=5.1.22",
     "opensearch-py>=2.4.1",
     "pymongo>=4.2.0",
     "pyopenssl>=23.0.0",
diff --git a/requirements-dev.txt b/requirements-dev.txt
index 84b49228ee16d..4251bb5b9003a 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -41,6 +41,7 @@ aws-sam-translator==1.107.0
     # via
     #   cfn-lint
     #   localstack-core
+    #   moto-ext
 aws-xray-sdk==2.15.0
     # via moto-ext
 awscli==1.44.30
@@ -258,7 +259,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.20.post44
+moto-ext==5.1.22
     # via localstack-core
 mpmath==1.3.0
     # via sympy
@@ -483,7 +484,6 @@ typing-extensions==4.15.0
     #   cfn-lint
     #   grpcio
     #   jsii
-    #   localstack-core
     #   localstack-twisted
     #   mypy
     #   openapi-core
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index 6e228ddbf81f5..bf01a0ccdc179 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -29,6 +29,7 @@ aws-sam-translator==1.107.0
     # via
     #   cfn-lint
     #   localstack-core (pyproject.toml)
+    #   moto-ext
 aws-xray-sdk==2.15.0
     # via moto-ext
 awscli==1.44.30
@@ -191,7 +192,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.20.post44
+moto-ext==5.1.22
     # via localstack-core (pyproject.toml)
 mpmath==1.3.0
     # via sympy
@@ -341,7 +342,6 @@ typing-extensions==4.15.0
     #   aws-sam-translator
     #   cfn-lint
     #   grpcio
-    #   localstack-core
     #   localstack-twisted
     #   openapi-core
     #   pydantic
diff --git a/requirements-test.txt b/requirements-test.txt
index a9495d9cd9119..b3766705b2dc9 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -41,6 +41,7 @@ aws-sam-translator==1.107.0
     # via
     #   cfn-lint
     #   localstack-core
+    #   moto-ext
 aws-xray-sdk==2.15.0
     # via moto-ext
 awscli==1.44.30
@@ -237,7 +238,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.20.post44
+moto-ext==5.1.22
     # via localstack-core
 mpmath==1.3.0
     # via sympy
@@ -430,7 +431,6 @@ typing-extensions==4.15.0
     #   cfn-lint
     #   grpcio
     #   jsii
-    #   localstack-core
     #   localstack-twisted
     #   openapi-core
     #   pydantic
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index d541f3f7acda5..a9f1b5530ce34 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -41,6 +41,7 @@ aws-sam-translator==1.107.0
     # via
     #   cfn-lint
     #   localstack-core
+    #   moto-ext
 aws-xray-sdk==2.15.0
     # via moto-ext
 awscli==1.44.30
@@ -262,7 +263,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.20.post44
+moto-ext==5.1.22
     # via localstack-core
 mpmath==1.3.0
     # via sympy
@@ -687,7 +688,6 @@ typing-extensions==4.15.0
     #   cfn-lint
     #   grpcio
     #   jsii
-    #   localstack-core
     #   localstack-twisted
     #   mypy
     #   openapi-core

From bc82f221e493cb177d458fed670b1ac0e7c0de5d Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Tue, 10 Feb 2026 17:20:20 +0000
Subject: [PATCH 605/697] EKS: track eks customisation settings (#13733)

---
 localstack-core/localstack/runtime/analytics.py | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/localstack-core/localstack/runtime/analytics.py b/localstack-core/localstack/runtime/analytics.py
index f769e13b06de5..8f31225673e42 100644
--- a/localstack-core/localstack/runtime/analytics.py
+++ b/localstack-core/localstack/runtime/analytics.py
@@ -35,6 +35,8 @@
     "EC2_VM_MANAGER",
     "ECS_TASK_EXECUTOR",
     "EDGE_PORT",
+    "EKS_K8S_PROVIDER",
+    "EKS_PERSIST_CLUSTER_CONTENTS",
     "ENABLE_REPLICATOR",
     "ENFORCE_IAM",
     "ES_CUSTOM_BACKEND",  # deprecated in 0.14.0, removed in 3.0.0

From b942b26fba936dd2352543f1f16b71b6d9f08202 Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Tue, 10 Feb 2026 18:27:56 +0000
Subject: [PATCH 606/697] CFn: capture analytics on stack deploy failure
 (#13649)

---
 .../services/cloudformation/analytics.py      | 24 +++++++++++++++++++
 .../engine/v2/change_set_model_executor.py    | 10 +++++++-
 .../cloudformation/resource_provider.py       |  2 ++
 3 files changed, 35 insertions(+), 1 deletion(-)

diff --git a/localstack-core/localstack/services/cloudformation/analytics.py b/localstack-core/localstack/services/cloudformation/analytics.py
index 80ec4d1960005..95bae2b357bf2 100644
--- a/localstack-core/localstack/services/cloudformation/analytics.py
+++ b/localstack-core/localstack/services/cloudformation/analytics.py
@@ -1,12 +1,17 @@
 import enum
+import traceback
 from typing import Self
 
 from localstack.aws.api.cloudformation import ChangeAction
+from localstack.utils.analytics import log
 from localstack.utils.analytics.metrics import LabeledCounter
 
 COUNTER_NAMESPACE = "cloudformation"
 COUNTER_VERSION = 2
 
+FAILURE_ANALYTICS_NAMESPACE = "cfn_stack_deploy_failures"
+FAILURE_ANALYTICS_VERSION = 1
+
 
 class ActionOptions(enum.StrEnum):
     """
@@ -65,3 +70,22 @@ def track_resource_operation(
         missing=missing,
         action=ActionOptions.from_action(action),
     ).increment()
+
+
+def emit_stack_failure(reason: str, exception: Exception | None = None) -> None:
+    """
+    Capture the stack failure reason in telemetry
+    """
+
+    payload = {
+        "reason": reason,
+        "version": FAILURE_ANALYTICS_VERSION,
+    }
+    if exception:
+        tb = "".join(traceback.format_exception(exception))
+        payload["tb"] = tb
+
+    log.event(
+        FAILURE_ANALYTICS_NAMESPACE,
+        payload,
+    )
diff --git a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py
index 83ce35e84063d..249a91db45182 100644
--- a/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py
+++ b/localstack-core/localstack/services/cloudformation/engine/v2/change_set_model_executor.py
@@ -16,7 +16,10 @@
     StackStatus,
 )
 from localstack.constants import INTERNAL_AWS_SECRET_ACCESS_KEY
-from localstack.services.cloudformation.analytics import track_resource_operation
+from localstack.services.cloudformation.analytics import (
+    emit_stack_failure,
+    track_resource_operation,
+)
 from localstack.services.cloudformation.deployment_utils import log_not_available_message
 from localstack.services.cloudformation.engine.v2.change_set_model import (
     NodeDependsOn,
@@ -543,6 +546,7 @@ def _execute_resource_action(
                     OperationStatus.FAILED,
                     resource_model={},
                     message=f"Resource provider operation failed: {reason}",
+                    custom_context={"exception": e},
                 )
         elif should_ignore_unsupported_resource_type(
             resource_type=resource_type, change_set_type=self._change_set.change_set_type
@@ -618,6 +622,10 @@ def _execute_resource_action(
                 )
                 resolved_resource["ResourceStatus"] = ResourceStatus(f"{status_from_action}_FAILED")
                 resolved_resource["ResourceStatusReason"] = reason
+
+                exception = event.custom_context.get("exception")
+                emit_stack_failure(reason, exception=exception)
+
             case other:
                 raise NotImplementedError(f"Event status '{other}' not handled")
 
diff --git a/localstack-core/localstack/services/cloudformation/resource_provider.py b/localstack-core/localstack/services/cloudformation/resource_provider.py
index 1d4bf2f02e4e9..b84ed961bdd50 100644
--- a/localstack-core/localstack/services/cloudformation/resource_provider.py
+++ b/localstack-core/localstack/services/cloudformation/resource_provider.py
@@ -548,6 +548,7 @@ def execute_action(
                         status=OperationStatus.FAILED,
                         resource_model={},
                         message=f"Failed to delete resource with id {request.logical_resource_id} of type {request.resource_type}",
+                        custom_context={"exception": e},
                     )
             case "Remove":
                 try:
@@ -561,6 +562,7 @@ def execute_action(
                         status=OperationStatus.FAILED,
                         resource_model={},
                         message=f"Failed to delete resource with id {request.logical_resource_id} of type {request.resource_type}",
+                        custom_context={"exception": e},
                     )
             case _:
                 raise NotImplementedError(change_type)  # TODO: change error type

From 9ac61400d0d13b8d65ced3bddbc1d2a29cef961f Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Tue, 10 Feb 2026 18:28:20 +0000
Subject: [PATCH 607/697] dev: add live-reload capability (#13718)

---
 .../localstack/dev/run/__main__.py            |  40 ++++--
 localstack-core/localstack/dev/run/watcher.py | 128 ++++++++++++++++++
 pyproject.toml                                |   1 +
 requirements-dev.txt                          |   2 +
 requirements-typehint.txt                     |   2 +
 5 files changed, 163 insertions(+), 10 deletions(-)
 create mode 100644 localstack-core/localstack/dev/run/watcher.py

diff --git a/localstack-core/localstack/dev/run/__main__.py b/localstack-core/localstack/dev/run/__main__.py
index ae6ad89e04c8d..4d6b01d2d45cd 100644
--- a/localstack-core/localstack/dev/run/__main__.py
+++ b/localstack-core/localstack/dev/run/__main__.py
@@ -7,6 +7,16 @@
 
 from localstack import config
 from localstack.cli import console
+from localstack.dev.run.configurators import (
+    ConfigEnvironmentConfigurator,
+    DependencyMountConfigurator,
+    EntryPointMountConfigurator,
+    ImageConfigurator,
+    PortConfigurator,
+    SourceVolumeMountConfigurator,
+)
+from localstack.dev.run.paths import HOST_PATH_MAPPINGS, HostPaths
+from localstack.dev.run.watcher import collect_watch_directories, start_file_watcher
 from localstack.runtime import hooks
 from localstack.utils.bootstrap import Container, ContainerConfigurators
 from localstack.utils.container_utils.container_client import (
@@ -19,16 +29,6 @@
 from localstack.utils.run import run_interactive
 from localstack.utils.strings import short_uid
 
-from .configurators import (
-    ConfigEnvironmentConfigurator,
-    DependencyMountConfigurator,
-    EntryPointMountConfigurator,
-    ImageConfigurator,
-    PortConfigurator,
-    SourceVolumeMountConfigurator,
-)
-from .paths import HOST_PATH_MAPPINGS, HostPaths
-
 
 @click.command("run")
 @click.option(
@@ -68,6 +68,12 @@
     default=True,
     help="Mount source files from localstack and localstack-pro. Use --local-packages for optional dependencies such as moto.",
 )
+@click.option(
+    "--live-reload/--no-live-reload",
+    is_flag=True,
+    default=False,
+    help="Watch mounted source directories for .py file changes and automatically restart the container runtime.",
+)
 @click.option(
     "--mount-dependencies/--no-mount-dependencies",
     is_flag=True,
@@ -130,6 +136,7 @@ def run(
     develop: bool = False,
     randomize: bool = False,
     mount_source: bool = True,
+    live_reload: bool = False,
     mount_dependencies: bool = False,
     mount_entrypoints: bool = False,
     mount_docker_socket: bool = True,
@@ -179,6 +186,11 @@ def run(
 
         python -m localstack.dev.run --entrypoint /bin/bash -- echo "hello"
 
+    Use the --live-reload flag to restart LocalStack on code changes. Beware: this will remove any state
+    that you had in your LocalStack instance. Consider using PERSISTENCE to keep resources:
+
+        python -m localstack.dev.run --live-reload
+
     You can import and expose debugpy:
 
         python -m localstack.dev.run --develop
@@ -339,10 +351,18 @@ def run(
 
     rule = Rule(f"Interactive session with {container_id[:12]} 💻")
     console.print(rule)
+    stop_live_reload_watcher = None
     try:
+        if live_reload and mount_source:
+            if watch_dirs := collect_watch_directories(host_paths, pro, local_packages):
+                stop_live_reload_watcher = start_file_watcher(watch_dirs, docker, container_id)
+
         cmd = [*docker._docker_cmd(), "start", "--interactive", "--attach", container_id]
         run_interactive(cmd)
     finally:
+        if stop_live_reload_watcher is not None:
+            stop_live_reload_watcher.set()
+
         if container_config.remove:
             try:
                 if docker.is_container_running(container_id):
diff --git a/localstack-core/localstack/dev/run/watcher.py b/localstack-core/localstack/dev/run/watcher.py
new file mode 100644
index 0000000000000..1635ed5233f6b
--- /dev/null
+++ b/localstack-core/localstack/dev/run/watcher.py
@@ -0,0 +1,128 @@
+"""File watcher that monitors source directories and signals container restart on changes."""
+
+import os
+import threading
+import time
+from pathlib import Path
+
+from watchdog.events import FileSystemEvent, FileSystemEventHandler
+from watchdog.observers import Observer
+
+from localstack.cli import console
+from localstack.dev.run.paths import HOST_PATH_MAPPINGS, HostPaths
+from localstack.utils.container_utils.container_client import ContainerClient
+from localstack.utils.threads import TMP_THREADS, FuncThread
+
+DEBOUNCE_WINDOW = 0.5
+
+
+class ChangeHandler(FileSystemEventHandler):
+    """Handles file system events for .py files, debouncing and signalling the container."""
+
+    def __init__(
+        self,
+        directories: list[Path],
+        docker: ContainerClient,
+        container_id: str,
+    ):
+        super().__init__()
+        self._directories = directories
+        self._docker = docker
+        self._container_id = container_id
+        self._last_signal_time = 0.0
+        self._lock = threading.Lock()
+
+    def _relative_path(self, path: str) -> str:
+        for d in self._directories:
+            try:
+                return os.path.relpath(path, d.parent)
+            except ValueError:
+                pass
+        return path
+
+    def on_any_event(self, event: FileSystemEvent):
+        if event.is_directory:
+            return
+        src = event.src_path
+        if not src.endswith(".py") or "__pycache__" in src:
+            return
+
+        with self._lock:
+            now = time.monotonic()
+            if now - self._last_signal_time < DEBOUNCE_WINDOW:
+                return
+            self._last_signal_time = now
+
+        console.print("Live reload: sending restart signal to container")
+        _signal_container_restart(self._docker, self._container_id)
+
+
+def _signal_container_restart(docker: ContainerClient, container_id: str):
+    """Send SIGUSR1 to PID 1 inside the container to trigger supervisor restart."""
+    try:
+        docker.exec_in_container(container_id, ["kill", "-USR1", "1"])
+    except Exception as e:
+        console.print(f"Live reload: failed to signal container: {e}")
+
+
+def start_file_watcher(
+    directories: list[Path],
+    docker: ContainerClient,
+    container_id: str,
+) -> threading.Event:
+    """Start a watchdog observer that watches directories for .py changes and signals the container.
+
+    Returns a stop_event that the caller can set to shut down the watcher.
+    """
+    console.print(
+        f"Live reload: watching {len(directories)} "
+        f"director{'y' if len(directories) == 1 else 'ies'} for .py changes"
+    )
+    for d in directories:
+        console.print(f"  {d}")
+
+    handler = ChangeHandler(directories, docker, container_id)
+    observer = Observer()
+    for d in directories:
+        observer.schedule(handler, str(d), recursive=True)
+    observer.daemon = True
+    observer.start()
+
+    stop_event = threading.Event()
+
+    def _shutdown_when_signalled():
+        stop_event.wait()
+        observer.stop()
+
+    shutdown_thread = FuncThread(
+        func=_shutdown_when_signalled,
+        name="live-reload-shutdown",
+    )
+    shutdown_thread.start()
+    TMP_THREADS.append(shutdown_thread)
+
+    return stop_event
+
+
+def collect_watch_directories(
+    host_paths: HostPaths, pro: bool, chosen_packages: list[str] | None
+) -> list[Path]:
+    """Collect host-side source directories that are bind-mounted into the container."""
+    dirs: list[Path] = []
+
+    source = host_paths.aws_community_package_dir
+    if source.exists():
+        dirs.append(source)
+
+    if pro:
+        source = host_paths.aws_pro_package_dir
+        if source.exists():
+            dirs.append(source)
+
+    for package_name in chosen_packages or []:
+        extractor = HOST_PATH_MAPPINGS[package_name]
+        path = extractor(host_paths)
+        if path.exists():
+            dirs.append(path)
+
+    return dirs
diff --git a/pyproject.toml b/pyproject.toml
index 58a53150d7eb0..405faae577086 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -138,6 +138,7 @@ dev = [
     "ruff>=0.3.3",
     "rstr>=3.2.0",
     "mypy",
+    "watchdog>=6",
 ]
 
 # not strictly necessary for development, but provides type hint support for a better developer experience
diff --git a/requirements-dev.txt b/requirements-dev.txt
index 4251bb5b9003a..34963fc9a036a 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -503,6 +503,8 @@ urllib3==2.6.3
     #   responses
 virtualenv==20.36.1
     # via pre-commit
+watchdog==6.0.0
+    # via localstack-core (pyproject.toml)
 websocket-client==1.9.0
     # via localstack-core
 werkzeug==3.1.5
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index a9f1b5530ce34..0fac2cc85ecc2 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -707,6 +707,8 @@ urllib3==2.6.3
     #   responses
 virtualenv==20.36.1
     # via pre-commit
+watchdog==6.0.0
+    # via localstack-core
 websocket-client==1.9.0
     # via localstack-core
 werkzeug==3.1.5

From f974d16689dbdddeca956a149a44a64ef0038a1f Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Tue, 10 Feb 2026 20:10:57 +0100
Subject: [PATCH 608/697] Lambda: fix store typing for serialization (#13707)

---
 .../localstack/services/lambda_/api_utils.py  |  6 +-
 .../services/lambda_/invocation/assignment.py |  2 +-
 .../lambda_/invocation/event_manager.py       |  2 +-
 .../invocation/execution_environment.py       |  2 +-
 .../lambda_/invocation/lambda_models.py       | 66 ++++++-------------
 .../lambda_/invocation/lambda_service.py      | 10 +--
 .../lambda_/invocation/version_manager.py     |  2 +-
 .../localstack/services/lambda_/provider.py   | 27 +++++---
 8 files changed, 50 insertions(+), 67 deletions(-)

diff --git a/localstack-core/localstack/services/lambda_/api_utils.py b/localstack-core/localstack/services/lambda_/api_utils.py
index 0f1a8a1ba4a0f..cfb507a7111c5 100644
--- a/localstack-core/localstack/services/lambda_/api_utils.py
+++ b/localstack-core/localstack/services/lambda_/api_utils.py
@@ -582,9 +582,9 @@ def map_config_out(
         optional_kwargs["CodeSize"] = 0
         optional_kwargs["CodeSha256"] = version.config.image.code_sha256
 
-    if version.config.CapacityProviderConfig:
-        optional_kwargs["CapacityProviderConfig"] = version.config.CapacityProviderConfig
-        data = json.dumps(version.config.CapacityProviderConfig, sort_keys=True).encode("utf-8")
+    if version.config.capacity_provider_config:
+        optional_kwargs["CapacityProviderConfig"] = version.config.capacity_provider_config
+        data = json.dumps(version.config.capacity_provider_config, sort_keys=True).encode("utf-8")
         config_sha_256 = hashlib.sha256(data).hexdigest()
         optional_kwargs["ConfigSha256"] = config_sha_256
 
diff --git a/localstack-core/localstack/services/lambda_/invocation/assignment.py b/localstack-core/localstack/services/lambda_/invocation/assignment.py
index edef353bd0c20..0df1ccab3c5bf 100644
--- a/localstack-core/localstack/services/lambda_/invocation/assignment.py
+++ b/localstack-core/localstack/services/lambda_/invocation/assignment.py
@@ -90,7 +90,7 @@ def start_environment(
     ) -> ExecutionEnvironment:
         LOG.debug("Starting new environment")
         initialization_type = InitializationType.on_demand
-        if function_version.config.CapacityProviderConfig:
+        if function_version.config.capacity_provider_config:
             initialization_type = InitializationType.lambda_managed_instances
         execution_environment = ExecutionEnvironment(
             function_version=function_version,
diff --git a/localstack-core/localstack/services/lambda_/invocation/event_manager.py b/localstack-core/localstack/services/lambda_/invocation/event_manager.py
index 35b19731a21d7..e68785d5bba15 100644
--- a/localstack-core/localstack/services/lambda_/invocation/event_manager.py
+++ b/localstack-core/localstack/services/lambda_/invocation/event_manager.py
@@ -206,7 +206,7 @@ def handle_message(self, message: dict) -> None:
         # TODO: handle initialization_type provisioned-concurrency, which requires enriching invocation_result
         initialization_type = (
             FunctionInitializationType.lambda_managed_instances
-            if function_config.CapacityProviderConfig
+            if function_config.capacity_provider_config
             else FunctionInitializationType.on_demand
         )
         try:
diff --git a/localstack-core/localstack/services/lambda_/invocation/execution_environment.py b/localstack-core/localstack/services/lambda_/invocation/execution_environment.py
index 8c36988555a89..8279df83a75e5 100644
--- a/localstack-core/localstack/services/lambda_/invocation/execution_environment.py
+++ b/localstack-core/localstack/services/lambda_/invocation/execution_environment.py
@@ -158,7 +158,7 @@ def get_environment_variables(self) -> dict[str, str]:
             # TODO: test this (currently not implemented in LocalStack)
             env_vars["AWS_LAMBDA_LOG_LEVEL"] = logging_config["ApplicationLogLevel"].capitalize()
         # Lambda Managed Instances
-        if capacity_provider_config := self.function_version.config.CapacityProviderConfig:
+        if capacity_provider_config := self.function_version.config.capacity_provider_config:
             # Disable dropping privileges for parity
             # TODO: implement mixed permissions (maybe in RIE)
             # env_vars["LOCALSTACK_USER"] = "root"
diff --git a/localstack-core/localstack/services/lambda_/invocation/lambda_models.py b/localstack-core/localstack/services/lambda_/invocation/lambda_models.py
index 1634166cf5423..13dfbabde3ac4 100644
--- a/localstack-core/localstack/services/lambda_/invocation/lambda_models.py
+++ b/localstack-core/localstack/services/lambda_/invocation/lambda_models.py
@@ -13,7 +13,7 @@
 from datetime import datetime
 from enum import StrEnum
 from pathlib import Path
-from typing import IO, Optional, TypedDict
+from typing import IO, Any, TypedDict
 
 import boto3
 from botocore.exceptions import ClientError
@@ -340,9 +340,9 @@ class FileSystemConfig:
 
 @dataclasses.dataclass(frozen=True)
 class ImageConfig:
-    working_directory: str
-    command: list[str] = dataclasses.field(default_factory=list)
-    entrypoint: list[str] = dataclasses.field(default_factory=list)
+    working_directory: str | None
+    command: list[str] | None = dataclasses.field(default_factory=list)
+    entrypoint: list[str] | None = dataclasses.field(default_factory=list)
 
 
 @dataclasses.dataclass
@@ -374,11 +374,11 @@ class FunctionUrlConfig:
 
     function_arn: str  # fully qualified ARN
     function_name: str  # resolved name
-    cors: Cors
     url_id: str  # Custom URL (via tag), or generated unique subdomain id  e.g. pfn5bdb2dl5mzkbn6eb2oi3xfe0nthdn
     url: str  # full URL (e.g. "https://pfn5bdb2dl5mzkbn6eb2oi3xfe0nthdn.lambda-url.eu-west-3.on.aws/")
     auth_type: FunctionUrlAuthType
     creation_time: str  # time
+    cors: Cors | None
     last_modified_time: str | None = (
         None  # TODO: check if this is the creation time when initially creating
     )
@@ -445,7 +445,7 @@ class VersionAlias:
 class ResourcePolicy:
     Version: str
     Id: str
-    Statement: list[dict]
+    Statement: list[dict[str, Any]]
 
 
 @dataclasses.dataclass
@@ -509,8 +509,8 @@ class CodeSigningConfig:
     arn: str
 
     allowed_publishers: AllowedPublishers
-    policies: CodeSigningPolicies
     last_modified: str
+    policies: CodeSigningPolicies | None = None
     description: str | None = None
 
 
@@ -538,14 +538,15 @@ class LayerVersion:
     layer_arn: str
 
     version: int
-    code: ArchiveCode
-    license_info: str
-    compatible_runtimes: list[Runtime]
-    compatible_architectures: list[Architecture]
+    # we need to use Union types as inheritance is not supported by serialization framework
+    code: S3Code | HotReloadingCode | None
+    license_info: str | None
+    compatible_runtimes: list[Runtime] | None
+    compatible_architectures: list[Architecture] | None
     created: str  # date
     description: str = ""
 
-    policy: LayerPolicy = None
+    policy: LayerPolicy | None = None
 
 
 @dataclasses.dataclass
@@ -562,19 +563,20 @@ class VersionFunctionConfiguration:
     description: str
     role: str
     timeout: int
-    runtime: Runtime
+    runtime: Runtime | None
     memory_size: int
-    handler: str
+    handler: str | None
     package_type: PackageType
-    environment: dict[str, str]
+    environment: dict[str, str] | None
     architectures: list[Architecture]
     # internal revision is updated when runtime restart is necessary
     internal_revision: str
     ephemeral_storage: LambdaEphemeralStorage
-    snap_start: SnapStartResponse
+    snap_start: SnapStartResponse | None
 
     tracing_config_mode: TracingMode
-    code: ArchiveCode
+    # we need to use Union types as inheritance is not supported by serialization framework
+    code: S3Code | HotReloadingCode | None
     last_modified: str  # ISO string
     state: VersionState
 
@@ -592,9 +594,7 @@ class VersionFunctionConfiguration:
     vpc_config: VpcConfig | None = None
 
     logging_config: LoggingConfig = dataclasses.field(default_factory=dict)
-    # TODO: why does `CapacityProviderConfig | None = None` fail with on Python 3.13.9:
-    #  TypeError: unsupported operand type(s) for |: 'NoneType' and 'NoneType'
-    CapacityProviderConfig: Optional[CapacityProviderConfig] = None  # noqa
+    capacity_provider_config: CapacityProviderConfig | None = None
 
 
 @dataclasses.dataclass(frozen=True)
@@ -645,35 +645,11 @@ class Function:
 
     lock: threading.RLock = dataclasses.field(default_factory=threading.RLock)
     next_version: int = 1
+    instance_id: str = dataclasses.field(default_factory=short_uid, init=False)
 
     def latest(self) -> FunctionVersion:
         return self.versions["$LATEST"]
 
-    # HACK to model a volatile variable that should be ignored for persistence
-    def __post_init__(self):
-        # Identifier unique to this function and LocalStack instance.
-        # A LocalStack restart or persistence load should create a new instance id.
-        # Used for retaining invoke queues across version updates for $LATEST, but separate unrelated instances.
-        self.instance_id = short_uid()
-
-    def __getstate__(self):
-        """Ignore certain volatile fields for pickling.
-        # https://docs.python.org/3/library/pickle.html#handling-stateful-objects
-        """
-        # Copy the object's state from self.__dict__ which contains
-        # all our instance attributes. Always use the dict.copy()
-        # method to avoid modifying the original state.
-        state = self.__dict__.copy()
-        # Remove the volatile entries.
-        del state["instance_id"]
-        return state
-
-    def __setstate__(self, state):
-        # Inject persistent state
-        self.__dict__.update(state)
-        # Create new instance id
-        self.__post_init__()
-
 
 class ValidationException(CommonServiceException):
     def __init__(self, message: str):
diff --git a/localstack-core/localstack/services/lambda_/invocation/lambda_service.py b/localstack-core/localstack/services/lambda_/invocation/lambda_service.py
index 20d88d6dfd664..396a4fba32cbf 100644
--- a/localstack-core/localstack/services/lambda_/invocation/lambda_service.py
+++ b/localstack-core/localstack/services/lambda_/invocation/lambda_service.py
@@ -212,7 +212,7 @@ def publish_version(self, function_version: FunctionVersion):
         # Without this hack, test_latest_published_update_config fails at get_function_response_postpublish
         # and test_lifecycle_invoke is flaky, sometimes not triggering the ResourceConflictException
         # Increasing this sleep too much (e.g., 10s) shouldn't cause any side effects apart from slow responsiveness
-        if function_version.config.CapacityProviderConfig:
+        if function_version.config.capacity_provider_config:
             time.sleep(0.1)
         with self.lambda_version_manager_lock:
             qualified_arn = function_version.id.qualified_arn()
@@ -317,10 +317,10 @@ def invoke(
         # Not considering provisioned concurrency for such early errors
         initialization_type = (
             FunctionInitializationType.lambda_managed_instances
-            if version.config.CapacityProviderConfig
+            if version.config.capacity_provider_config
             else FunctionInitializationType.on_demand
         )
-        if version.config.CapacityProviderConfig and qualifier == "$LATEST":
+        if version.config.capacity_provider_config and qualifier == "$LATEST":
             if function.versions.get("$LATEST.PUBLISHED"):
                 raise InvalidParameterValueException(
                     "Functions configured with capacity provider configuration can't be invoked with $LATEST qualifier. To invoke this function, specify a published version qualifier or $LATEST.PUBLISHED.",
@@ -446,7 +446,7 @@ def update_version(self, new_version: FunctionVersion) -> Future[None]:
         """
         if (
             new_version.qualified_arn not in self.lambda_running_versions
-            and not new_version.config.CapacityProviderConfig
+            and not new_version.config.capacity_provider_config
         ):
             raise ValueError(
                 f"Version {new_version.qualified_arn} cannot be updated if an old one is not running"
@@ -493,7 +493,7 @@ def update_version_state(
                     self.task_executor.submit(new_version_manager.stop)
                 elif (
                     new_state.state == State.ActiveNonInvocable
-                    and function_version.config.CapacityProviderConfig
+                    and function_version.config.capacity_provider_config
                 ):
                     update_status = UpdateStatus(status=LastUpdateStatus.Successful)
                 else:
diff --git a/localstack-core/localstack/services/lambda_/invocation/version_manager.py b/localstack-core/localstack/services/lambda_/invocation/version_manager.py
index 737db1c5639db..4e36475c2d327 100644
--- a/localstack-core/localstack/services/lambda_/invocation/version_manager.py
+++ b/localstack-core/localstack/services/lambda_/invocation/version_manager.py
@@ -102,7 +102,7 @@ def start(self) -> VersionState:
             # https://docs.aws.amazon.com/lambda/latest/dg/API_GetFunctionConfiguration.html#SSS-GetFunctionConfiguration-response-LastUpdateStatusReasonCode
             new_state = State.Active
             if (
-                self.function_version.config.CapacityProviderConfig
+                self.function_version.config.capacity_provider_config
                 and self.function_version.id.qualifier == "$LATEST"
             ):
                 new_state = State.ActiveNonInvocable
diff --git a/localstack-core/localstack/services/lambda_/provider.py b/localstack-core/localstack/services/lambda_/provider.py
index 3444aca0bf70a..dd0d7298e8244 100644
--- a/localstack-core/localstack/services/lambda_/provider.py
+++ b/localstack-core/localstack/services/lambda_/provider.py
@@ -310,12 +310,19 @@ def on_after_state_load(self):
         for account_id, account_bundle in lambda_stores.items():
             for region_name, state in account_bundle.items():
                 for fn in state.functions.values():
+                    # HACK to model a volatile variable that should be ignored for persistence
+                    # Identifier unique to this function and LocalStack instance.
+                    # A LocalStack restart or persistence load should create a new instance id.
+                    # Used for retaining invoke queues across version updates for $LATEST, but
+                    # separate unrelated instances.
+                    fn.instance_id = short_uid()
+
                     for fn_version in fn.versions.values():
                         try:
                             # $LATEST is not invokable for Lambda functions with a capacity provider
                             # and has a different State (i.e., ActiveNonInvokable)
                             is_capacity_provider_latest = (
-                                fn_version.config.CapacityProviderConfig
+                                fn_version.config.capacity_provider_config
                                 and fn_version.id.qualifier == "$LATEST"
                             )
                             if not is_capacity_provider_latest:
@@ -628,7 +635,7 @@ def _create_version_model(
                 account=account_id,
             )
 
-            if current_latest_version.config.CapacityProviderConfig:
+            if current_latest_version.config.capacity_provider_config:
                 # for lambda managed functions, snap start is not supported
                 snap_start = None
             else:
@@ -704,7 +711,7 @@ def _publish_version_from_existing_version(
         if not changed:
             return new_version
 
-        if new_version.config.CapacityProviderConfig:
+        if new_version.config.capacity_provider_config:
             self.lambda_service.publish_version_async(new_version)
         else:
             self.lambda_service.publish_version(new_version)
@@ -717,7 +724,7 @@ def _publish_version_from_existing_version(
         function.versions["$LATEST"] = dataclasses.replace(
             latest_version, config=dataclasses.replace(latest_version.config)
         )
-        if new_version.config.CapacityProviderConfig:
+        if new_version.config.capacity_provider_config:
             # publish_version happens async for functions with a capacity provider.
             # Therefore, we return the new_version with State=Pending or LastUpdateStatus=InProgress ($LATEST.PUBLISHED)
             return new_version
@@ -1175,7 +1182,7 @@ def create_function(
                     logging_config=logging_config,
                     # TODO: might need something like **optional_kwargs if None
                     #   -> Test with regular GetFunction (i.e., without a capacity provider)
-                    CapacityProviderConfig=capacity_provider_config,
+                    capacity_provider_config=capacity_provider_config,
                 ),
             )
             version_post_response = None
@@ -1427,13 +1434,13 @@ def update_function_configuration(
             capacity_provider_config = request["CapacityProviderConfig"]
             self._validate_capacity_provider_config(capacity_provider_config, context)
 
-            if latest_version.config.CapacityProviderConfig and not request[
+            if latest_version.config.capacity_provider_config and not request[
                 "CapacityProviderConfig"
             ].get("LambdaManagedInstancesCapacityProviderConfig"):
                 raise ValidationException(
                     "1 validation error detected: Value null at 'capacityProviderConfig.lambdaManagedInstancesCapacityProviderConfig' failed to satisfy constraint: Member must not be null"
                 )
-            if not latest_version.config.CapacityProviderConfig:
+            if not latest_version.config.capacity_provider_config:
                 raise InvalidParameterValueException(
                     "CapacityProviderConfig isn't supported for Lambda Default functions.",
                     Type="User",
@@ -1446,7 +1453,7 @@ def update_function_configuration(
                 )
             )
             capacity_provider_config = merge_recursive(default_config, capacity_provider_config)
-            replace_kwargs["CapacityProviderConfig"] = capacity_provider_config
+            replace_kwargs["capacity_provider_config"] = capacity_provider_config
         new_latest_version = dataclasses.replace(
             latest_version,
             config=dataclasses.replace(
@@ -1626,7 +1633,7 @@ def delete_function(
             # delete a version of the function
             version = function.versions.pop(qualifier, None)
             if version:
-                if version.config.CapacityProviderConfig:
+                if version.config.capacity_provider_config:
                     function_has_capacity_provider = True
                 self.lambda_service.stop_version(version.id.qualified_arn())
                 destroy_code_if_not_used(code=version.config.code, function=function)
@@ -1638,7 +1645,7 @@ def delete_function(
             for version in function.versions.values():
                 # Functions with a capacity provider do NOT have a version manager for $LATEST because only
                 # published versions are invokable.
-                if version.config.CapacityProviderConfig:
+                if version.config.capacity_provider_config:
                     function_has_capacity_provider = True
                     if version.id.qualifier == "$LATEST":
                         pass

From caf2c5d6cce80af5c737516281c3c6ef82e5869a Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Tue, 10 Feb 2026 20:49:44 +0100
Subject: [PATCH 609/697] Update ASF APIs (#13734)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
Co-authored-by: Benjamin Simon <benjh.simon@gmail.com>
---
 .../localstack/aws/api/dynamodb/__init__.py   |  20 +-
 .../localstack/aws/api/ec2/__init__.py        | 457 +++++++++++++++++-
 .../localstack/aws/api/kinesis/__init__.py    | 103 +++-
 .../localstack/services/kinesis/provider.py   |   7 +
 pyproject.toml                                |   6 +-
 requirements-base-runtime.txt                 |   5 +-
 requirements-dev.txt                          |   6 +-
 requirements-runtime.txt                      |   6 +-
 requirements-test.txt                         |   6 +-
 requirements-typehint.txt                     |   6 +-
 10 files changed, 592 insertions(+), 30 deletions(-)

diff --git a/localstack-core/localstack/aws/api/dynamodb/__init__.py b/localstack-core/localstack/aws/api/dynamodb/__init__.py
index adc5ade51e141..bb67e55ba2a99 100644
--- a/localstack-core/localstack/aws/api/dynamodb/__init__.py
+++ b/localstack-core/localstack/aws/api/dynamodb/__init__.py
@@ -215,6 +215,12 @@ class ExportViewType(StrEnum):
     NEW_AND_OLD_IMAGES = "NEW_AND_OLD_IMAGES"
 
 
+class GlobalTableSettingsReplicationMode(StrEnum):
+    ENABLED = "ENABLED"
+    DISABLED = "DISABLED"
+    ENABLED_WITH_OVERRIDES = "ENABLED_WITH_OVERRIDES"
+
+
 class GlobalTableStatus(StrEnum):
     CREATING = "CREATING"
     ACTIVE = "ACTIVE"
@@ -1094,6 +1100,7 @@ class ReplicaDescription(TypedDict, total=False):
     GlobalSecondaryIndexes: ReplicaGlobalSecondaryIndexDescriptionList | None
     ReplicaInaccessibleDateTime: Date | None
     ReplicaTableClassSummary: TableClassSummary | None
+    GlobalTableSettingsReplicationMode: GlobalTableSettingsReplicationMode | None
 
 
 ReplicaDescriptionList = list[ReplicaDescription]
@@ -1173,9 +1180,9 @@ class LocalSecondaryIndex(TypedDict, total=False):
 
 
 class CreateTableInput(ServiceRequest):
-    AttributeDefinitions: AttributeDefinitions
+    AttributeDefinitions: AttributeDefinitions | None
     TableName: TableArn
-    KeySchema: KeySchema
+    KeySchema: KeySchema | None
     LocalSecondaryIndexes: LocalSecondaryIndexList | None
     GlobalSecondaryIndexes: GlobalSecondaryIndexList | None
     BillingMode: BillingMode | None
@@ -1188,6 +1195,8 @@ class CreateTableInput(ServiceRequest):
     WarmThroughput: WarmThroughput | None
     ResourcePolicy: ResourcePolicy | None
     OnDemandThroughput: OnDemandThroughput | None
+    GlobalTableSourceArn: TableArn | None
+    GlobalTableSettingsReplicationMode: GlobalTableSettingsReplicationMode | None
 
 
 class RestoreSummary(TypedDict, total=False):
@@ -1263,6 +1272,7 @@ class TableDescription(TypedDict, total=False):
     GlobalTableVersion: String | None
     Replicas: ReplicaDescriptionList | None
     GlobalTableWitnesses: GlobalTableWitnessDescriptionList | None
+    GlobalTableSettingsReplicationMode: GlobalTableSettingsReplicationMode | None
     RestoreSummary: RestoreSummary | None
     SSEDescription: SSEDescription | None
     ArchivalSummary: ArchivalSummary | None
@@ -2393,9 +2403,9 @@ def create_global_table(
     def create_table(
         self,
         context: RequestContext,
-        attribute_definitions: AttributeDefinitions,
         table_name: TableArn,
-        key_schema: KeySchema,
+        attribute_definitions: AttributeDefinitions | None = None,
+        key_schema: KeySchema | None = None,
         local_secondary_indexes: LocalSecondaryIndexList | None = None,
         global_secondary_indexes: GlobalSecondaryIndexList | None = None,
         billing_mode: BillingMode | None = None,
@@ -2408,6 +2418,8 @@ def create_table(
         warm_throughput: WarmThroughput | None = None,
         resource_policy: ResourcePolicy | None = None,
         on_demand_throughput: OnDemandThroughput | None = None,
+        global_table_source_arn: TableArn | None = None,
+        global_table_settings_replication_mode: GlobalTableSettingsReplicationMode | None = None,
         **kwargs,
     ) -> CreateTableOutput:
         raise NotImplementedError
diff --git a/localstack-core/localstack/aws/api/ec2/__init__.py b/localstack-core/localstack/aws/api/ec2/__init__.py
index 6dd4bc5c8c33f..d27dd48aeefb2 100644
--- a/localstack-core/localstack/aws/api/ec2/__init__.py
+++ b/localstack-core/localstack/aws/api/ec2/__init__.py
@@ -110,6 +110,9 @@
 DescribeReplaceRootVolumeTasksMaxResults = int
 DescribeRouteTablesMaxResults = int
 DescribeScheduledInstanceAvailabilityMaxResults = int
+DescribeSecondaryInterfacesMaxResults = int
+DescribeSecondaryNetworksMaxResults = int
+DescribeSecondarySubnetsMaxResults = int
 DescribeSecurityGroupRulesMaxResults = int
 DescribeSecurityGroupVpcAssociationsMaxResults = int
 DescribeSecurityGroupsMaxResults = int
@@ -225,6 +228,7 @@
 IpamResourceDiscoveryAssociationId = str
 IpamResourceDiscoveryId = str
 IpamScopeId = str
+Ipv4AddressesPerSecondaryInterface = int
 Ipv4PoolCoipId = str
 Ipv4PoolEc2Id = str
 Ipv6Address = str
@@ -270,6 +274,7 @@
 MaximumEnaQueueCountPerInterface = int
 MaximumIops = int
 MaximumNetworkCards = int
+MaximumSecondaryNetworkInterfaces = int
 MaximumThroughputInMBps = float
 MediaDeviceCount = int
 MediaDeviceManufacturerName = str
@@ -308,6 +313,7 @@
 PlacementGroupArn = str
 PlacementGroupId = str
 PlacementGroupName = str
+PlacementGroupNameWithResolver = str
 PoolMaxResults = int
 Port = int
 PrefixListMaxResults = int
@@ -346,6 +352,12 @@
 S3StorageUploadPolicy = str
 S3StorageUploadPolicySignature = str
 ScheduledInstanceId = str
+SecondaryInterfaceId = str
+SecondaryNetworkCidrAssociationId = str
+SecondaryNetworkId = str
+SecondaryNetworkSupportedFlag = bool
+SecondarySubnetCidrAssociationId = str
+SecondarySubnetId = str
 SecretArn = str
 SecurityGroupId = str
 SecurityGroupName = str
@@ -3781,6 +3793,9 @@ class ResourceType(StrEnum):
     ipam_prefix_list_resolver = "ipam-prefix-list-resolver"
     ipam_policy = "ipam-policy"
     ipam_prefix_list_resolver_target = "ipam-prefix-list-resolver-target"
+    secondary_interface = "secondary-interface"
+    secondary_network = "secondary-network"
+    secondary_subnet = "secondary-subnet"
     capacity_manager_data_export = "capacity-manager-data-export"
     vpn_concentrator = "vpn-concentrator"
 
@@ -3905,6 +3920,55 @@ class Schedule(StrEnum):
     hourly = "hourly"
 
 
+class SecondaryInterfaceStatus(StrEnum):
+    available = "available"
+    in_use = "in-use"
+
+
+class SecondaryInterfaceType(StrEnum):
+    secondary = "secondary"
+
+
+class SecondaryNetworkCidrBlockAssociationState(StrEnum):
+    associating = "associating"
+    associated = "associated"
+    association_failed = "association-failed"
+    disassociating = "disassociating"
+    disassociated = "disassociated"
+    disassociation_failed = "disassociation-failed"
+
+
+class SecondaryNetworkState(StrEnum):
+    create_in_progress = "create-in-progress"
+    create_complete = "create-complete"
+    create_failed = "create-failed"
+    delete_in_progress = "delete-in-progress"
+    delete_complete = "delete-complete"
+    delete_failed = "delete-failed"
+
+
+class SecondaryNetworkType(StrEnum):
+    rdma = "rdma"
+
+
+class SecondarySubnetCidrBlockAssociationState(StrEnum):
+    associating = "associating"
+    associated = "associated"
+    association_failed = "association-failed"
+    disassociating = "disassociating"
+    disassociated = "disassociated"
+    disassociation_failed = "disassociation-failed"
+
+
+class SecondarySubnetState(StrEnum):
+    create_in_progress = "create-in-progress"
+    create_complete = "create-complete"
+    create_failed = "create-failed"
+    delete_in_progress = "delete-in-progress"
+    delete_complete = "delete-complete"
+    delete_failed = "delete-failed"
+
+
 class SecurityGroupReferencingSupportValue(StrEnum):
     enable = "enable"
     disable = "disable"
@@ -8798,6 +8862,30 @@ class OperatorRequest(TypedDict, total=False):
     Principal: String | None
 
 
+class SecondaryInterfacePrivateIpAddressSpecificationRequest(TypedDict, total=False):
+    PrivateIpAddress: String | None
+
+
+SecondaryInterfacePrivateIpAddressSpecificationListRequest = list[
+    SecondaryInterfacePrivateIpAddressSpecificationRequest
+]
+
+
+class LaunchTemplateInstanceSecondaryInterfaceSpecificationRequest(TypedDict, total=False):
+    DeleteOnTermination: Boolean | None
+    DeviceIndex: Integer | None
+    PrivateIpAddresses: SecondaryInterfacePrivateIpAddressSpecificationListRequest | None
+    PrivateIpAddressCount: Integer | None
+    SecondarySubnetId: SecondarySubnetId | None
+    InterfaceType: SecondaryInterfaceType | None
+    NetworkCardIndex: Integer | None
+
+
+LaunchTemplateInstanceSecondaryInterfaceSpecificationRequestList = list[
+    LaunchTemplateInstanceSecondaryInterfaceSpecificationRequest
+]
+
+
 class LaunchTemplateNetworkPerformanceOptionsRequest(TypedDict, total=False):
     BandwidthWeighting: InstanceBandwidthWeighting | None
 
@@ -9038,6 +9126,7 @@ class RequestLaunchTemplateData(TypedDict, total=False):
     DisableApiStop: Boolean | None
     Operator: OperatorRequest | None
     NetworkPerformanceOptions: LaunchTemplateNetworkPerformanceOptionsRequest | None
+    SecondaryInterfaces: LaunchTemplateInstanceSecondaryInterfaceSpecificationRequestList | None
 
 
 class CreateLaunchTemplateRequest(ServiceRequest):
@@ -9089,6 +9178,30 @@ class CreateLaunchTemplateVersionRequest(ServiceRequest):
     ResolveAlias: Boolean | None
 
 
+class SecondaryInterfacePrivateIpAddressSpecification(TypedDict, total=False):
+    PrivateIpAddress: String | None
+
+
+SecondaryInterfacePrivateIpAddressSpecificationList = list[
+    SecondaryInterfacePrivateIpAddressSpecification
+]
+
+
+class LaunchTemplateInstanceSecondaryInterfaceSpecification(TypedDict, total=False):
+    DeleteOnTermination: Boolean | None
+    DeviceIndex: Integer | None
+    PrivateIpAddresses: SecondaryInterfacePrivateIpAddressSpecificationList | None
+    PrivateIpAddressCount: Integer | None
+    SecondarySubnetId: SecondarySubnetId | None
+    InterfaceType: SecondaryInterfaceType | None
+    NetworkCardIndex: Integer | None
+
+
+LaunchTemplateInstanceSecondaryInterfaceSpecificationList = list[
+    LaunchTemplateInstanceSecondaryInterfaceSpecification
+]
+
+
 class LaunchTemplateNetworkPerformanceOptions(TypedDict, total=False):
     BandwidthWeighting: InstanceBandwidthWeighting | None
 
@@ -9321,6 +9434,7 @@ class ResponseLaunchTemplateData(TypedDict, total=False):
     DisableApiStop: Boolean | None
     Operator: OperatorResponse | None
     NetworkPerformanceOptions: LaunchTemplateNetworkPerformanceOptions | None
+    SecondaryInterfaces: LaunchTemplateInstanceSecondaryInterfaceSpecificationList | None
 
 
 class LaunchTemplateVersion(TypedDict, total=False):
@@ -10194,6 +10308,79 @@ class CreateRouteTableResult(TypedDict, total=False):
     ClientToken: String | None
 
 
+class CreateSecondaryNetworkRequest(ServiceRequest):
+    ClientToken: String | None
+    DryRun: Boolean | None
+    Ipv4CidrBlock: String
+    NetworkType: SecondaryNetworkType
+    TagSpecifications: TagSpecificationList | None
+
+
+class SecondaryNetworkIpv4CidrBlockAssociation(TypedDict, total=False):
+    AssociationId: SecondaryNetworkCidrAssociationId | None
+    CidrBlock: String | None
+    State: SecondaryNetworkCidrBlockAssociationState | None
+    StateReason: String | None
+
+
+SecondaryNetworkIpv4CidrBlockAssociationList = list[SecondaryNetworkIpv4CidrBlockAssociation]
+
+
+class SecondaryNetwork(TypedDict, total=False):
+    SecondaryNetworkId: SecondaryNetworkId | None
+    SecondaryNetworkArn: String | None
+    OwnerId: String | None
+    Type: SecondaryNetworkType | None
+    State: SecondaryNetworkState | None
+    StateReason: String | None
+    Ipv4CidrBlockAssociations: SecondaryNetworkIpv4CidrBlockAssociationList | None
+    Tags: TagList | None
+
+
+class CreateSecondaryNetworkResult(TypedDict, total=False):
+    SecondaryNetwork: SecondaryNetwork | None
+    ClientToken: String | None
+
+
+class CreateSecondarySubnetRequest(ServiceRequest):
+    ClientToken: String | None
+    AvailabilityZone: AvailabilityZoneName | None
+    AvailabilityZoneId: AvailabilityZoneId | None
+    DryRun: Boolean | None
+    Ipv4CidrBlock: String
+    SecondaryNetworkId: SecondaryNetworkId
+    TagSpecifications: TagSpecificationList | None
+
+
+class SecondarySubnetIpv4CidrBlockAssociation(TypedDict, total=False):
+    AssociationId: SecondarySubnetCidrAssociationId | None
+    CidrBlock: String | None
+    State: SecondarySubnetCidrBlockAssociationState | None
+    StateReason: String | None
+
+
+SecondarySubnetIpv4CidrBlockAssociationList = list[SecondarySubnetIpv4CidrBlockAssociation]
+
+
+class SecondarySubnet(TypedDict, total=False):
+    SecondarySubnetId: SecondarySubnetId | None
+    SecondarySubnetArn: String | None
+    SecondaryNetworkId: SecondaryNetworkId | None
+    SecondaryNetworkType: SecondaryNetworkType | None
+    OwnerId: String | None
+    AvailabilityZoneId: AvailabilityZoneId | None
+    AvailabilityZone: AvailabilityZoneName | None
+    Ipv4CidrBlockAssociations: SecondarySubnetIpv4CidrBlockAssociationList | None
+    State: SecondarySubnetState | None
+    StateReason: String | None
+    Tags: TagList | None
+
+
+class CreateSecondarySubnetResult(TypedDict, total=False):
+    SecondarySubnet: SecondarySubnet | None
+    ClientToken: String | None
+
+
 class CreateSecurityGroupRequest(ServiceRequest):
     Description: String
     GroupName: String
@@ -12206,7 +12393,7 @@ class DeleteNetworkInterfaceRequest(ServiceRequest):
 
 class DeletePlacementGroupRequest(ServiceRequest):
     DryRun: Boolean | None
-    GroupName: PlacementGroupName
+    GroupName: PlacementGroupNameWithResolver
 
 
 class DeletePublicIpv4PoolRequest(ServiceRequest):
@@ -12292,6 +12479,28 @@ class DeleteRouteTableRequest(ServiceRequest):
     RouteTableId: RouteTableId
 
 
+class DeleteSecondaryNetworkRequest(ServiceRequest):
+    ClientToken: String | None
+    DryRun: Boolean | None
+    SecondaryNetworkId: SecondaryNetworkId
+
+
+class DeleteSecondaryNetworkResult(TypedDict, total=False):
+    SecondaryNetwork: SecondaryNetwork | None
+    ClientToken: String | None
+
+
+class DeleteSecondarySubnetRequest(ServiceRequest):
+    ClientToken: String | None
+    DryRun: Boolean | None
+    SecondarySubnetId: SecondarySubnetId
+
+
+class DeleteSecondarySubnetResult(TypedDict, total=False):
+    SecondarySubnet: SecondarySubnet | None
+    ClientToken: String | None
+
+
 class DeleteSecurityGroupRequest(ServiceRequest):
     GroupId: SecurityGroupId | None
     GroupName: SecurityGroupName | None
@@ -14566,6 +14775,9 @@ class NetworkInfo(TypedDict, total=False):
     EnaSrdSupported: EnaSrdSupported | None
     BandwidthWeightings: BandwidthWeightingTypeList | None
     FlexibleEnaQueuesSupport: FlexibleEnaQueuesSupport | None
+    SecondaryNetworkSupported: SecondaryNetworkSupportedFlag | None
+    MaximumSecondaryNetworkInterfaces: MaximumSecondaryNetworkInterfaces | None
+    Ipv4AddressesPerSecondaryInterface: Ipv4AddressesPerSecondaryInterface | None
 
 
 class EbsCardInfo(TypedDict, total=False):
@@ -14707,6 +14919,38 @@ class Monitoring(TypedDict, total=False):
     State: MonitoringState | None
 
 
+class InstanceSecondaryInterfacePrivateIpAddress(TypedDict, total=False):
+    PrivateIpAddress: String | None
+
+
+InstanceSecondaryInterfacePrivateIpAddressList = list[InstanceSecondaryInterfacePrivateIpAddress]
+
+
+class InstanceSecondaryInterfaceAttachment(TypedDict, total=False):
+    AttachTime: MillisecondDateTime | None
+    AttachmentId: String | None
+    DeleteOnTermination: Boolean | None
+    DeviceIndex: Integer | None
+    Status: AttachmentStatus | None
+    NetworkCardIndex: Integer | None
+
+
+class InstanceSecondaryInterface(TypedDict, total=False):
+    Attachment: InstanceSecondaryInterfaceAttachment | None
+    MacAddress: String | None
+    SecondaryInterfaceId: SecondaryInterfaceId | None
+    OwnerId: String | None
+    PrivateIpAddresses: InstanceSecondaryInterfacePrivateIpAddressList | None
+    SourceDestCheck: Boolean | None
+    Status: SecondaryInterfaceStatus | None
+    SecondarySubnetId: SecondarySubnetId | None
+    SecondaryNetworkId: SecondaryNetworkId | None
+    InterfaceType: SecondaryInterfaceType | None
+
+
+InstanceSecondaryInterfaceList = list[InstanceSecondaryInterface]
+
+
 class InstanceNetworkPerformanceOptions(TypedDict, total=False):
     BandwidthWeighting: InstanceBandwidthWeighting | None
 
@@ -14904,6 +15148,7 @@ class Instance(TypedDict, total=False):
     CurrentInstanceBootMode: InstanceBootModeValues | None
     NetworkPerformanceOptions: InstanceNetworkPerformanceOptions | None
     Operator: OperatorResponse | None
+    SecondaryInterfaces: InstanceSecondaryInterfaceList | None
     InstanceId: String | None
     ImageId: String | None
     State: InstanceState | None
@@ -16194,6 +16439,99 @@ class DescribeScheduledInstancesResult(TypedDict, total=False):
     ScheduledInstanceSet: ScheduledInstanceSet | None
 
 
+SecondaryInterfaceIdList = list[SecondaryInterfaceId]
+
+
+class DescribeSecondaryInterfacesRequest(ServiceRequest):
+    DryRun: Boolean | None
+    Filters: FilterList | None
+    MaxResults: DescribeSecondaryInterfacesMaxResults | None
+    NextToken: String | None
+    SecondaryInterfaceIds: SecondaryInterfaceIdList | None
+
+
+class SecondaryInterfaceIpv4Address(TypedDict, total=False):
+    PrivateIpAddress: String | None
+
+
+SecondaryInterfaceIpv4AddressList = list[SecondaryInterfaceIpv4Address]
+
+
+class SecondaryInterfaceAttachment(TypedDict, total=False):
+    AttachmentId: String | None
+    AttachTime: MillisecondDateTime | None
+    DeleteOnTermination: Boolean | None
+    DeviceIndex: Integer | None
+    InstanceId: String | None
+    InstanceOwnerId: String | None
+    NetworkCardIndex: Integer | None
+    Status: AttachmentStatus | None
+
+
+class SecondaryInterface(TypedDict, total=False):
+    AvailabilityZone: AvailabilityZoneName | None
+    AvailabilityZoneId: AvailabilityZoneId | None
+    Attachment: SecondaryInterfaceAttachment | None
+    MacAddress: String | None
+    OwnerId: String | None
+    PrivateIpv4Addresses: SecondaryInterfaceIpv4AddressList | None
+    SecondaryInterfaceId: SecondaryInterfaceId | None
+    SecondaryInterfaceArn: String | None
+    SecondaryInterfaceType: SecondaryInterfaceType | None
+    SecondarySubnetId: SecondarySubnetId | None
+    SecondaryNetworkId: SecondaryNetworkId | None
+    SecondaryNetworkType: SecondaryNetworkType | None
+    SourceDestCheck: Boolean | None
+    Status: SecondaryInterfaceStatus | None
+    Tags: TagList | None
+
+
+SecondaryInterfaceList = list[SecondaryInterface]
+
+
+class DescribeSecondaryInterfacesResult(TypedDict, total=False):
+    SecondaryInterfaces: SecondaryInterfaceList | None
+    NextToken: String | None
+
+
+SecondaryNetworkIdList = list[SecondaryNetworkId]
+
+
+class DescribeSecondaryNetworksRequest(ServiceRequest):
+    DryRun: Boolean | None
+    Filters: FilterList | None
+    MaxResults: DescribeSecondaryNetworksMaxResults | None
+    NextToken: String | None
+    SecondaryNetworkIds: SecondaryNetworkIdList | None
+
+
+SecondaryNetworkList = list[SecondaryNetwork]
+
+
+class DescribeSecondaryNetworksResult(TypedDict, total=False):
+    SecondaryNetworks: SecondaryNetworkList | None
+    NextToken: String | None
+
+
+SecondarySubnetIdList = list[SecondarySubnetId]
+
+
+class DescribeSecondarySubnetsRequest(ServiceRequest):
+    DryRun: Boolean | None
+    Filters: FilterList | None
+    MaxResults: DescribeSecondarySubnetsMaxResults | None
+    NextToken: String | None
+    SecondarySubnetIds: SecondarySubnetIdList | None
+
+
+SecondarySubnetList = list[SecondarySubnet]
+
+
+class DescribeSecondarySubnetsResult(TypedDict, total=False):
+    SecondarySubnets: SecondarySubnetList | None
+    NextToken: String | None
+
+
 GroupIds = list[SecurityGroupId]
 
 
@@ -20346,6 +20684,30 @@ class InstanceNetworkPerformanceOptionsRequest(TypedDict, total=False):
     BandwidthWeighting: InstanceBandwidthWeighting | None
 
 
+class InstanceSecondaryInterfacePrivateIpAddressRequest(TypedDict, total=False):
+    PrivateIpAddress: String
+
+
+InstanceSecondaryInterfacePrivateIpAddressListRequest = list[
+    InstanceSecondaryInterfacePrivateIpAddressRequest
+]
+
+
+class InstanceSecondaryInterfaceSpecificationRequest(TypedDict, total=False):
+    DeleteOnTermination: Boolean | None
+    DeviceIndex: Integer | None
+    PrivateIpAddresses: InstanceSecondaryInterfacePrivateIpAddressListRequest | None
+    PrivateIpAddressCount: Integer | None
+    SecondarySubnetId: SecondarySubnetId | None
+    InterfaceType: SecondaryInterfaceType | None
+    NetworkCardIndex: Integer | None
+
+
+InstanceSecondaryInterfaceSpecificationListRequest = list[
+    InstanceSecondaryInterfaceSpecificationRequest
+]
+
+
 class InstanceStateChange(TypedDict, total=False):
     InstanceId: String | None
     CurrentState: InstanceState | None
@@ -22442,6 +22804,7 @@ class RunInstancesRequest(ServiceRequest):
     EnablePrimaryIpv6: Boolean | None
     NetworkPerformanceOptions: InstanceNetworkPerformanceOptionsRequest | None
     Operator: OperatorRequest | None
+    SecondaryInterfaces: InstanceSecondaryInterfaceSpecificationListRequest | None
     DryRun: Boolean | None
     DisableApiTermination: Boolean | None
     InstanceInitiatedShutdownBehavior: ShutdownBehavior | None
@@ -24475,6 +24838,34 @@ def create_route_table(
     ) -> CreateRouteTableResult:
         raise NotImplementedError
 
+    @handler("CreateSecondaryNetwork")
+    def create_secondary_network(
+        self,
+        context: RequestContext,
+        ipv4_cidr_block: String,
+        network_type: SecondaryNetworkType,
+        client_token: String | None = None,
+        dry_run: Boolean | None = None,
+        tag_specifications: TagSpecificationList | None = None,
+        **kwargs,
+    ) -> CreateSecondaryNetworkResult:
+        raise NotImplementedError
+
+    @handler("CreateSecondarySubnet")
+    def create_secondary_subnet(
+        self,
+        context: RequestContext,
+        ipv4_cidr_block: String,
+        secondary_network_id: SecondaryNetworkId,
+        client_token: String | None = None,
+        availability_zone: AvailabilityZoneName | None = None,
+        availability_zone_id: AvailabilityZoneId | None = None,
+        dry_run: Boolean | None = None,
+        tag_specifications: TagSpecificationList | None = None,
+        **kwargs,
+    ) -> CreateSecondarySubnetResult:
+        raise NotImplementedError
+
     @handler("CreateSecurityGroup")
     def create_security_group(
         self,
@@ -25518,7 +25909,7 @@ def delete_network_interface_permission(
     def delete_placement_group(
         self,
         context: RequestContext,
-        group_name: PlacementGroupName,
+        group_name: PlacementGroupNameWithResolver,
         dry_run: Boolean | None = None,
         **kwargs,
     ) -> None:
@@ -25598,6 +25989,28 @@ def delete_route_table(
     ) -> None:
         raise NotImplementedError
 
+    @handler("DeleteSecondaryNetwork")
+    def delete_secondary_network(
+        self,
+        context: RequestContext,
+        secondary_network_id: SecondaryNetworkId,
+        client_token: String | None = None,
+        dry_run: Boolean | None = None,
+        **kwargs,
+    ) -> DeleteSecondaryNetworkResult:
+        raise NotImplementedError
+
+    @handler("DeleteSecondarySubnet")
+    def delete_secondary_subnet(
+        self,
+        context: RequestContext,
+        secondary_subnet_id: SecondarySubnetId,
+        client_token: String | None = None,
+        dry_run: Boolean | None = None,
+        **kwargs,
+    ) -> DeleteSecondarySubnetResult:
+        raise NotImplementedError
+
     @handler("DeleteSecurityGroup")
     def delete_security_group(
         self,
@@ -27625,6 +28038,45 @@ def describe_scheduled_instances(
     ) -> DescribeScheduledInstancesResult:
         raise NotImplementedError
 
+    @handler("DescribeSecondaryInterfaces")
+    def describe_secondary_interfaces(
+        self,
+        context: RequestContext,
+        dry_run: Boolean | None = None,
+        filters: FilterList | None = None,
+        max_results: DescribeSecondaryInterfacesMaxResults | None = None,
+        next_token: String | None = None,
+        secondary_interface_ids: SecondaryInterfaceIdList | None = None,
+        **kwargs,
+    ) -> DescribeSecondaryInterfacesResult:
+        raise NotImplementedError
+
+    @handler("DescribeSecondaryNetworks")
+    def describe_secondary_networks(
+        self,
+        context: RequestContext,
+        dry_run: Boolean | None = None,
+        filters: FilterList | None = None,
+        max_results: DescribeSecondaryNetworksMaxResults | None = None,
+        next_token: String | None = None,
+        secondary_network_ids: SecondaryNetworkIdList | None = None,
+        **kwargs,
+    ) -> DescribeSecondaryNetworksResult:
+        raise NotImplementedError
+
+    @handler("DescribeSecondarySubnets")
+    def describe_secondary_subnets(
+        self,
+        context: RequestContext,
+        dry_run: Boolean | None = None,
+        filters: FilterList | None = None,
+        max_results: DescribeSecondarySubnetsMaxResults | None = None,
+        next_token: String | None = None,
+        secondary_subnet_ids: SecondarySubnetIdList | None = None,
+        **kwargs,
+    ) -> DescribeSecondarySubnetsResult:
+        raise NotImplementedError
+
     @handler("DescribeSecurityGroupReferences")
     def describe_security_group_references(
         self, context: RequestContext, group_id: GroupIds, dry_run: Boolean | None = None, **kwargs
@@ -31761,6 +32213,7 @@ def run_instances(
         enable_primary_ipv6: Boolean | None = None,
         network_performance_options: InstanceNetworkPerformanceOptionsRequest | None = None,
         operator: OperatorRequest | None = None,
+        secondary_interfaces: InstanceSecondaryInterfaceSpecificationListRequest | None = None,
         dry_run: Boolean | None = None,
         disable_api_termination: Boolean | None = None,
         instance_initiated_shutdown_behavior: ShutdownBehavior | None = None,
diff --git a/localstack-core/localstack/aws/api/kinesis/__init__.py b/localstack-core/localstack/aws/api/kinesis/__init__.py
index e41e2e93eb6e9..578d33a79a342 100644
--- a/localstack-core/localstack/aws/api/kinesis/__init__.py
+++ b/localstack-core/localstack/aws/api/kinesis/__init__.py
@@ -34,6 +34,7 @@
 ShardId = str
 ShardIterator = str
 StreamARN = str
+StreamId = str
 StreamName = str
 TagKey = str
 TagValue = str
@@ -208,6 +209,7 @@ class AddTagsToStreamInput(ServiceRequest):
     StreamName: StreamName | None
     Tags: TagMap
     StreamARN: StreamARN | None
+    StreamId: StreamId | None
 
 
 class HashKeyRange(TypedDict, total=False):
@@ -266,22 +268,26 @@ class DecreaseStreamRetentionPeriodInput(ServiceRequest):
     StreamName: StreamName | None
     RetentionPeriodHours: RetentionPeriodHours
     StreamARN: StreamARN | None
+    StreamId: StreamId | None
 
 
 class DeleteResourcePolicyInput(ServiceRequest):
     ResourceARN: ResourceARN
+    StreamId: StreamId | None
 
 
 class DeleteStreamInput(ServiceRequest):
     StreamName: StreamName | None
     EnforceConsumerDeletion: BooleanObject | None
     StreamARN: StreamARN | None
+    StreamId: StreamId | None
 
 
 class DeregisterStreamConsumerInput(ServiceRequest):
     StreamARN: StreamARN | None
     ConsumerName: ConsumerName | None
     ConsumerARN: ConsumerARN | None
+    StreamId: StreamId | None
 
 
 class DescribeAccountSettingsInput(ServiceRequest):
@@ -314,6 +320,7 @@ class DescribeStreamConsumerInput(ServiceRequest):
     StreamARN: StreamARN | None
     ConsumerName: ConsumerName | None
     ConsumerARN: ConsumerARN | None
+    StreamId: StreamId | None
 
 
 class DescribeStreamConsumerOutput(TypedDict, total=False):
@@ -325,6 +332,7 @@ class DescribeStreamInput(ServiceRequest):
     Limit: DescribeStreamInputLimit | None
     ExclusiveStartShardId: ShardId | None
     StreamARN: StreamARN | None
+    StreamId: StreamId | None
 
 
 MetricsNameList = list[MetricsName]
@@ -374,6 +382,7 @@ class DescribeStreamOutput(TypedDict, total=False):
 class DescribeStreamSummaryInput(ServiceRequest):
     StreamName: StreamName | None
     StreamARN: StreamARN | None
+    StreamId: StreamId | None
 
 
 class WarmThroughputObject(TypedDict, total=False):
@@ -384,6 +393,7 @@ class WarmThroughputObject(TypedDict, total=False):
 class StreamDescriptionSummary(TypedDict, total=False):
     StreamName: StreamName
     StreamARN: StreamARN
+    StreamId: StreamId | None
     StreamStatus: StreamStatus
     StreamModeDetails: StreamModeDetails | None
     RetentionPeriodHours: RetentionPeriodHours
@@ -405,12 +415,14 @@ class DisableEnhancedMonitoringInput(ServiceRequest):
     StreamName: StreamName | None
     ShardLevelMetrics: MetricsNameList
     StreamARN: StreamARN | None
+    StreamId: StreamId | None
 
 
 class EnableEnhancedMonitoringInput(ServiceRequest):
     StreamName: StreamName | None
     ShardLevelMetrics: MetricsNameList
     StreamARN: StreamARN | None
+    StreamId: StreamId | None
 
 
 class EnhancedMonitoringOutput(TypedDict, total=False):
@@ -424,6 +436,7 @@ class GetRecordsInput(ServiceRequest):
     ShardIterator: ShardIterator
     Limit: GetRecordsInputLimit | None
     StreamARN: StreamARN | None
+    StreamId: StreamId | None
 
 
 MillisBehindLatest = int
@@ -449,6 +462,7 @@ class GetRecordsOutput(TypedDict, total=False):
 
 class GetResourcePolicyInput(ServiceRequest):
     ResourceARN: ResourceARN
+    StreamId: StreamId | None
 
 
 class GetResourcePolicyOutput(TypedDict, total=False):
@@ -462,6 +476,7 @@ class GetShardIteratorInput(ServiceRequest):
     StartingSequenceNumber: SequenceNumber | None
     Timestamp: Timestamp | None
     StreamARN: StreamARN | None
+    StreamId: StreamId | None
 
 
 class GetShardIteratorOutput(TypedDict, total=False):
@@ -472,6 +487,7 @@ class IncreaseStreamRetentionPeriodInput(ServiceRequest):
     StreamName: StreamName | None
     RetentionPeriodHours: RetentionPeriodHours
     StreamARN: StreamARN | None
+    StreamId: StreamId | None
 
 
 class ShardFilter(TypedDict, total=False):
@@ -488,6 +504,7 @@ class ListShardsInput(ServiceRequest):
     StreamCreationTimestamp: Timestamp | None
     ShardFilter: ShardFilter | None
     StreamARN: StreamARN | None
+    StreamId: StreamId | None
 
 
 class ListShardsOutput(TypedDict, total=False):
@@ -500,6 +517,7 @@ class ListStreamConsumersInput(ServiceRequest):
     NextToken: NextToken | None
     MaxResults: ListStreamConsumersInputLimit | None
     StreamCreationTimestamp: Timestamp | None
+    StreamId: StreamId | None
 
 
 class ListStreamConsumersOutput(TypedDict, total=False):
@@ -534,6 +552,7 @@ class ListStreamsOutput(TypedDict, total=False):
 
 class ListTagsForResourceInput(ServiceRequest):
     ResourceARN: ResourceARN
+    StreamId: StreamId | None
 
 
 class Tag(TypedDict, total=False):
@@ -553,6 +572,7 @@ class ListTagsForStreamInput(ServiceRequest):
     ExclusiveStartTagKey: TagKey | None
     Limit: ListTagsForStreamInputLimit | None
     StreamARN: StreamARN | None
+    StreamId: StreamId | None
 
 
 class ListTagsForStreamOutput(TypedDict, total=False):
@@ -565,6 +585,7 @@ class MergeShardsInput(ServiceRequest):
     ShardToMerge: ShardId
     AdjacentShardToMerge: ShardId
     StreamARN: StreamARN | None
+    StreamId: StreamId | None
 
 
 class MinimumThroughputBillingCommitmentInput(TypedDict, total=False):
@@ -578,6 +599,7 @@ class PutRecordInput(ServiceRequest):
     ExplicitHashKey: HashKey | None
     SequenceNumberForOrdering: SequenceNumber | None
     StreamARN: StreamARN | None
+    StreamId: StreamId | None
 
 
 class PutRecordOutput(TypedDict, total=False):
@@ -599,6 +621,7 @@ class PutRecordsInput(ServiceRequest):
     Records: PutRecordsRequestEntryList
     StreamName: StreamName | None
     StreamARN: StreamARN | None
+    StreamId: StreamId | None
 
 
 class PutRecordsResultEntry(TypedDict, total=False):
@@ -619,12 +642,14 @@ class PutRecordsOutput(TypedDict, total=False):
 
 class PutResourcePolicyInput(ServiceRequest):
     ResourceARN: ResourceARN
+    StreamId: StreamId | None
     Policy: Policy
 
 
 class RegisterStreamConsumerInput(ServiceRequest):
     StreamARN: StreamARN
     ConsumerName: ConsumerName
+    StreamId: StreamId | None
     Tags: TagMap | None
 
 
@@ -639,6 +664,7 @@ class RemoveTagsFromStreamInput(ServiceRequest):
     StreamName: StreamName | None
     TagKeys: TagKeyList
     StreamARN: StreamARN | None
+    StreamId: StreamId | None
 
 
 class SplitShardInput(ServiceRequest):
@@ -646,6 +672,7 @@ class SplitShardInput(ServiceRequest):
     ShardToSplit: ShardId
     NewStartingHashKey: HashKey
     StreamARN: StreamARN | None
+    StreamId: StreamId | None
 
 
 class StartStreamEncryptionInput(ServiceRequest):
@@ -653,6 +680,7 @@ class StartStreamEncryptionInput(ServiceRequest):
     EncryptionType: EncryptionType
     KeyId: KeyId
     StreamARN: StreamARN | None
+    StreamId: StreamId | None
 
 
 class StartingPosition(TypedDict, total=False):
@@ -666,6 +694,7 @@ class StopStreamEncryptionInput(ServiceRequest):
     EncryptionType: EncryptionType
     KeyId: KeyId
     StreamARN: StreamARN | None
+    StreamId: StreamId | None
 
 
 class SubscribeToShardEvent(TypedDict, total=False):
@@ -690,6 +719,7 @@ class SubscribeToShardEventStream(TypedDict, total=False):
 
 class SubscribeToShardInput(ServiceRequest):
     ConsumerARN: ConsumerARN
+    StreamId: StreamId | None
     ShardId: ShardId
     StartingPosition: StartingPosition
 
@@ -701,11 +731,13 @@ class SubscribeToShardOutput(TypedDict, total=False):
 class TagResourceInput(ServiceRequest):
     Tags: TagMap
     ResourceARN: ResourceARN
+    StreamId: StreamId | None
 
 
 class UntagResourceInput(ServiceRequest):
     TagKeys: TagKeyList
     ResourceARN: ResourceARN
+    StreamId: StreamId | None
 
 
 class UpdateAccountSettingsInput(ServiceRequest):
@@ -718,6 +750,7 @@ class UpdateAccountSettingsOutput(TypedDict, total=False):
 
 class UpdateMaxRecordSizeInput(ServiceRequest):
     StreamARN: StreamARN | None
+    StreamId: StreamId | None
     MaxRecordSizeInKiB: MaxRecordSizeInKiB
 
 
@@ -726,6 +759,7 @@ class UpdateShardCountInput(ServiceRequest):
     TargetShardCount: PositiveIntegerObject
     ScalingType: ScalingType
     StreamARN: StreamARN | None
+    StreamId: StreamId | None
 
 
 class UpdateShardCountOutput(TypedDict, total=False):
@@ -737,6 +771,7 @@ class UpdateShardCountOutput(TypedDict, total=False):
 
 class UpdateStreamModeInput(ServiceRequest):
     StreamARN: StreamARN
+    StreamId: StreamId | None
     StreamModeDetails: StreamModeDetails
     WarmThroughputMiBps: NaturalIntegerObject | None
 
@@ -744,6 +779,7 @@ class UpdateStreamModeInput(ServiceRequest):
 class UpdateStreamWarmThroughputInput(ServiceRequest):
     StreamARN: StreamARN | None
     StreamName: StreamName | None
+    StreamId: StreamId | None
     WarmThroughputMiBps: NaturalIntegerObject
 
 
@@ -764,6 +800,7 @@ def add_tags_to_stream(
         tags: TagMap,
         stream_name: StreamName | None = None,
         stream_arn: StreamARN | None = None,
+        stream_id: StreamId | None = None,
         **kwargs,
     ) -> None:
         raise NotImplementedError
@@ -789,13 +826,18 @@ def decrease_stream_retention_period(
         retention_period_hours: RetentionPeriodHours,
         stream_name: StreamName | None = None,
         stream_arn: StreamARN | None = None,
+        stream_id: StreamId | None = None,
         **kwargs,
     ) -> None:
         raise NotImplementedError
 
     @handler("DeleteResourcePolicy")
     def delete_resource_policy(
-        self, context: RequestContext, resource_arn: ResourceARN, **kwargs
+        self,
+        context: RequestContext,
+        resource_arn: ResourceARN,
+        stream_id: StreamId | None = None,
+        **kwargs,
     ) -> None:
         raise NotImplementedError
 
@@ -806,6 +848,7 @@ def delete_stream(
         stream_name: StreamName | None = None,
         enforce_consumer_deletion: BooleanObject | None = None,
         stream_arn: StreamARN | None = None,
+        stream_id: StreamId | None = None,
         **kwargs,
     ) -> None:
         raise NotImplementedError
@@ -817,6 +860,7 @@ def deregister_stream_consumer(
         stream_arn: StreamARN | None = None,
         consumer_name: ConsumerName | None = None,
         consumer_arn: ConsumerARN | None = None,
+        stream_id: StreamId | None = None,
         **kwargs,
     ) -> None:
         raise NotImplementedError
@@ -839,6 +883,7 @@ def describe_stream(
         limit: DescribeStreamInputLimit | None = None,
         exclusive_start_shard_id: ShardId | None = None,
         stream_arn: StreamARN | None = None,
+        stream_id: StreamId | None = None,
         **kwargs,
     ) -> DescribeStreamOutput:
         raise NotImplementedError
@@ -850,6 +895,7 @@ def describe_stream_consumer(
         stream_arn: StreamARN | None = None,
         consumer_name: ConsumerName | None = None,
         consumer_arn: ConsumerARN | None = None,
+        stream_id: StreamId | None = None,
         **kwargs,
     ) -> DescribeStreamConsumerOutput:
         raise NotImplementedError
@@ -860,6 +906,7 @@ def describe_stream_summary(
         context: RequestContext,
         stream_name: StreamName | None = None,
         stream_arn: StreamARN | None = None,
+        stream_id: StreamId | None = None,
         **kwargs,
     ) -> DescribeStreamSummaryOutput:
         raise NotImplementedError
@@ -871,6 +918,7 @@ def disable_enhanced_monitoring(
         shard_level_metrics: MetricsNameList,
         stream_name: StreamName | None = None,
         stream_arn: StreamARN | None = None,
+        stream_id: StreamId | None = None,
         **kwargs,
     ) -> EnhancedMonitoringOutput:
         raise NotImplementedError
@@ -882,6 +930,7 @@ def enable_enhanced_monitoring(
         shard_level_metrics: MetricsNameList,
         stream_name: StreamName | None = None,
         stream_arn: StreamARN | None = None,
+        stream_id: StreamId | None = None,
         **kwargs,
     ) -> EnhancedMonitoringOutput:
         raise NotImplementedError
@@ -893,13 +942,18 @@ def get_records(
         shard_iterator: ShardIterator,
         limit: GetRecordsInputLimit | None = None,
         stream_arn: StreamARN | None = None,
+        stream_id: StreamId | None = None,
         **kwargs,
     ) -> GetRecordsOutput:
         raise NotImplementedError
 
     @handler("GetResourcePolicy")
     def get_resource_policy(
-        self, context: RequestContext, resource_arn: ResourceARN, **kwargs
+        self,
+        context: RequestContext,
+        resource_arn: ResourceARN,
+        stream_id: StreamId | None = None,
+        **kwargs,
     ) -> GetResourcePolicyOutput:
         raise NotImplementedError
 
@@ -913,6 +967,7 @@ def get_shard_iterator(
         starting_sequence_number: SequenceNumber | None = None,
         timestamp: Timestamp | None = None,
         stream_arn: StreamARN | None = None,
+        stream_id: StreamId | None = None,
         **kwargs,
     ) -> GetShardIteratorOutput:
         raise NotImplementedError
@@ -924,6 +979,7 @@ def increase_stream_retention_period(
         retention_period_hours: RetentionPeriodHours,
         stream_name: StreamName | None = None,
         stream_arn: StreamARN | None = None,
+        stream_id: StreamId | None = None,
         **kwargs,
     ) -> None:
         raise NotImplementedError
@@ -939,6 +995,7 @@ def list_shards(
         stream_creation_timestamp: Timestamp | None = None,
         shard_filter: ShardFilter | None = None,
         stream_arn: StreamARN | None = None,
+        stream_id: StreamId | None = None,
         **kwargs,
     ) -> ListShardsOutput:
         raise NotImplementedError
@@ -951,6 +1008,7 @@ def list_stream_consumers(
         next_token: NextToken | None = None,
         max_results: ListStreamConsumersInputLimit | None = None,
         stream_creation_timestamp: Timestamp | None = None,
+        stream_id: StreamId | None = None,
         **kwargs,
     ) -> ListStreamConsumersOutput:
         raise NotImplementedError
@@ -968,7 +1026,11 @@ def list_streams(
 
     @handler("ListTagsForResource")
     def list_tags_for_resource(
-        self, context: RequestContext, resource_arn: ResourceARN, **kwargs
+        self,
+        context: RequestContext,
+        resource_arn: ResourceARN,
+        stream_id: StreamId | None = None,
+        **kwargs,
     ) -> ListTagsForResourceOutput:
         raise NotImplementedError
 
@@ -980,6 +1042,7 @@ def list_tags_for_stream(
         exclusive_start_tag_key: TagKey | None = None,
         limit: ListTagsForStreamInputLimit | None = None,
         stream_arn: StreamARN | None = None,
+        stream_id: StreamId | None = None,
         **kwargs,
     ) -> ListTagsForStreamOutput:
         raise NotImplementedError
@@ -992,6 +1055,7 @@ def merge_shards(
         adjacent_shard_to_merge: ShardId,
         stream_name: StreamName | None = None,
         stream_arn: StreamARN | None = None,
+        stream_id: StreamId | None = None,
         **kwargs,
     ) -> None:
         raise NotImplementedError
@@ -1006,6 +1070,7 @@ def put_record(
         explicit_hash_key: HashKey | None = None,
         sequence_number_for_ordering: SequenceNumber | None = None,
         stream_arn: StreamARN | None = None,
+        stream_id: StreamId | None = None,
         **kwargs,
     ) -> PutRecordOutput:
         raise NotImplementedError
@@ -1017,13 +1082,19 @@ def put_records(
         records: PutRecordsRequestEntryList,
         stream_name: StreamName | None = None,
         stream_arn: StreamARN | None = None,
+        stream_id: StreamId | None = None,
         **kwargs,
     ) -> PutRecordsOutput:
         raise NotImplementedError
 
     @handler("PutResourcePolicy")
     def put_resource_policy(
-        self, context: RequestContext, resource_arn: ResourceARN, policy: Policy, **kwargs
+        self,
+        context: RequestContext,
+        resource_arn: ResourceARN,
+        policy: Policy,
+        stream_id: StreamId | None = None,
+        **kwargs,
     ) -> None:
         raise NotImplementedError
 
@@ -1033,6 +1104,7 @@ def register_stream_consumer(
         context: RequestContext,
         stream_arn: StreamARN,
         consumer_name: ConsumerName,
+        stream_id: StreamId | None = None,
         tags: TagMap | None = None,
         **kwargs,
     ) -> RegisterStreamConsumerOutput:
@@ -1045,6 +1117,7 @@ def remove_tags_from_stream(
         tag_keys: TagKeyList,
         stream_name: StreamName | None = None,
         stream_arn: StreamARN | None = None,
+        stream_id: StreamId | None = None,
         **kwargs,
     ) -> None:
         raise NotImplementedError
@@ -1057,6 +1130,7 @@ def split_shard(
         new_starting_hash_key: HashKey,
         stream_name: StreamName | None = None,
         stream_arn: StreamARN | None = None,
+        stream_id: StreamId | None = None,
         **kwargs,
     ) -> None:
         raise NotImplementedError
@@ -1069,6 +1143,7 @@ def start_stream_encryption(
         key_id: KeyId,
         stream_name: StreamName | None = None,
         stream_arn: StreamARN | None = None,
+        stream_id: StreamId | None = None,
         **kwargs,
     ) -> None:
         raise NotImplementedError
@@ -1081,6 +1156,7 @@ def stop_stream_encryption(
         key_id: KeyId,
         stream_name: StreamName | None = None,
         stream_arn: StreamARN | None = None,
+        stream_id: StreamId | None = None,
         **kwargs,
     ) -> None:
         raise NotImplementedError
@@ -1092,19 +1168,30 @@ def subscribe_to_shard(
         consumer_arn: ConsumerARN,
         shard_id: ShardId,
         starting_position: StartingPosition,
+        stream_id: StreamId | None = None,
         **kwargs,
     ) -> SubscribeToShardOutput:
         raise NotImplementedError
 
     @handler("TagResource")
     def tag_resource(
-        self, context: RequestContext, tags: TagMap, resource_arn: ResourceARN, **kwargs
+        self,
+        context: RequestContext,
+        tags: TagMap,
+        resource_arn: ResourceARN,
+        stream_id: StreamId | None = None,
+        **kwargs,
     ) -> None:
         raise NotImplementedError
 
     @handler("UntagResource")
     def untag_resource(
-        self, context: RequestContext, tag_keys: TagKeyList, resource_arn: ResourceARN, **kwargs
+        self,
+        context: RequestContext,
+        tag_keys: TagKeyList,
+        resource_arn: ResourceARN,
+        stream_id: StreamId | None = None,
+        **kwargs,
     ) -> None:
         raise NotImplementedError
 
@@ -1123,6 +1210,7 @@ def update_max_record_size(
         context: RequestContext,
         max_record_size_in_ki_b: MaxRecordSizeInKiB,
         stream_arn: StreamARN | None = None,
+        stream_id: StreamId | None = None,
         **kwargs,
     ) -> None:
         raise NotImplementedError
@@ -1135,6 +1223,7 @@ def update_shard_count(
         scaling_type: ScalingType,
         stream_name: StreamName | None = None,
         stream_arn: StreamARN | None = None,
+        stream_id: StreamId | None = None,
         **kwargs,
     ) -> UpdateShardCountOutput:
         raise NotImplementedError
@@ -1145,6 +1234,7 @@ def update_stream_mode(
         context: RequestContext,
         stream_arn: StreamARN,
         stream_mode_details: StreamModeDetails,
+        stream_id: StreamId | None = None,
         warm_throughput_mi_bps: NaturalIntegerObject | None = None,
         **kwargs,
     ) -> None:
@@ -1157,6 +1247,7 @@ def update_stream_warm_throughput(
         warm_throughput_mi_bps: NaturalIntegerObject,
         stream_arn: StreamARN | None = None,
         stream_name: StreamName | None = None,
+        stream_id: StreamId | None = None,
         **kwargs,
     ) -> UpdateStreamWarmThroughputOutput:
         raise NotImplementedError
diff --git a/localstack-core/localstack/services/kinesis/provider.py b/localstack-core/localstack/services/kinesis/provider.py
index 6c4f19f2f09da..09f8f335a6eb9 100644
--- a/localstack-core/localstack/services/kinesis/provider.py
+++ b/localstack-core/localstack/services/kinesis/provider.py
@@ -26,6 +26,7 @@
     ShardId,
     StartingPosition,
     StreamARN,
+    StreamId,
     StreamName,
     SubscribeToShardEvent,
     SubscribeToShardEventStream,
@@ -105,6 +106,7 @@ def put_resource_policy(
         context: RequestContext,
         resource_arn: ResourceARN,
         policy: Policy,
+        stream_id: StreamId | None = None,
         **kwargs,
     ) -> None:
         if not is_valid_kinesis_arn(resource_arn):
@@ -125,6 +127,7 @@ def get_resource_policy(
         self,
         context: RequestContext,
         resource_arn: ResourceARN,
+        stream_id: StreamId | None = None,
         **kwargs,
     ) -> GetResourcePolicyOutput:
         if not is_valid_kinesis_arn(resource_arn):
@@ -146,6 +149,7 @@ def delete_resource_policy(
         self,
         context: RequestContext,
         resource_arn: ResourceARN,
+        stream_id: StreamId | None = None,
         **kwargs,
     ) -> None:
         if not is_valid_kinesis_arn(resource_arn):
@@ -164,6 +168,7 @@ def subscribe_to_shard(
         consumer_arn: ConsumerARN,
         shard_id: ShardId,
         starting_position: StartingPosition,
+        stream_id: StreamId | None = None,
         **kwargs,
     ) -> SubscribeToShardOutput:
         kinesis = connect_to(
@@ -234,6 +239,7 @@ def put_record(
         explicit_hash_key: HashKey = None,
         sequence_number_for_ordering: SequenceNumber = None,
         stream_arn: StreamARN = None,
+        stream_id: StreamId | None = None,
         **kwargs,
     ) -> PutRecordOutput:
         # TODO: Ensure use of `stream_arn` works. Currently kinesis-mock only works with ctx request account ID and region
@@ -251,6 +257,7 @@ def put_records(
         records: PutRecordsRequestEntryList,
         stream_name: StreamName = None,
         stream_arn: StreamARN = None,
+        stream_id: StreamId | None = None,
         **kwargs,
     ) -> PutRecordsOutput:
         # TODO: Ensure use of `stream_arn` works. Currently kinesis-mock only works with ctx request account ID and region
diff --git a/pyproject.toml b/pyproject.toml
index 405faae577086..2374a1e1d73c6 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -51,9 +51,9 @@ Issues = "https://github.com/localstack/localstack/issues"
 # minimal required to actually run localstack on the host for services natively implemented in python
 base-runtime = [
     # pinned / updated by ASF update action
-    "boto3==1.42.40",
+    "boto3==1.42.45",
     # pinned / updated by ASF update action
-    "botocore==1.42.40",
+    "botocore==1.42.45",
     # transitive dependency of botocore, added to avoid specific version
     "awscrt>=0.13.14,!=0.27.1",
     "cbor2>=5.5.0",
@@ -82,7 +82,7 @@ base-runtime = [
 runtime = [
     "localstack-core[base-runtime]",
     # pinned / updated by ASF update action
-    "awscli==1.44.30",
+    "awscli==1.44.35",
     "airspeed-ext>=0.6.3",
     # antlr4-python3-runtime: exact pin because antlr4 runtime is tightly coupled to the generated parser code
     "antlr4-python3-runtime==4.13.2",
diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index 804417d8585cc..40b59770958a7 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -15,9 +15,9 @@ attrs==25.4.0
     #   referencing
 awscrt==0.31.1
     # via localstack-core (pyproject.toml)
-boto3==1.42.40
+boto3==1.42.45
     # via localstack-core (pyproject.toml)
-botocore==1.42.40
+botocore==1.42.45
     # via
     #   boto3
     #   localstack-core (pyproject.toml)
@@ -187,7 +187,6 @@ six==1.17.0
     #   rfc3339-validator
 typing-extensions==4.15.0
     # via
-    #   localstack-core (pyproject.toml)
     #   localstack-twisted
     #   openapi-core
     #   pydantic
diff --git a/requirements-dev.txt b/requirements-dev.txt
index 34963fc9a036a..7256b26c4ec84 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -44,17 +44,17 @@ aws-sam-translator==1.107.0
     #   moto-ext
 aws-xray-sdk==2.15.0
     # via moto-ext
-awscli==1.44.30
+awscli==1.44.35
     # via localstack-core
 awscrt==0.31.1
     # via localstack-core
-boto3==1.42.40
+boto3==1.42.45
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.42.40
+botocore==1.42.45
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index bf01a0ccdc179..03945d8f13e89 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -32,17 +32,17 @@ aws-sam-translator==1.107.0
     #   moto-ext
 aws-xray-sdk==2.15.0
     # via moto-ext
-awscli==1.44.30
+awscli==1.44.35
     # via localstack-core (pyproject.toml)
 awscrt==0.31.1
     # via localstack-core
-boto3==1.42.40
+boto3==1.42.45
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.42.40
+botocore==1.42.45
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-test.txt b/requirements-test.txt
index b3766705b2dc9..af739e26f26b1 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -44,17 +44,17 @@ aws-sam-translator==1.107.0
     #   moto-ext
 aws-xray-sdk==2.15.0
     # via moto-ext
-awscli==1.44.30
+awscli==1.44.35
     # via localstack-core
 awscrt==0.31.1
     # via localstack-core
-boto3==1.42.40
+boto3==1.42.45
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.42.40
+botocore==1.42.45
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index 0fac2cc85ecc2..32323b921a9c5 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -44,11 +44,11 @@ aws-sam-translator==1.107.0
     #   moto-ext
 aws-xray-sdk==2.15.0
     # via moto-ext
-awscli==1.44.30
+awscli==1.44.35
     # via localstack-core
 awscrt==0.31.1
     # via localstack-core
-boto3==1.42.40
+boto3==1.42.45
     # via
     #   aws-sam-translator
     #   kclpy-ext
@@ -56,7 +56,7 @@ boto3==1.42.40
     #   moto-ext
 boto3-stubs==1.42.40
     # via localstack-core (pyproject.toml)
-botocore==1.42.40
+botocore==1.42.45
     # via
     #   aws-xray-sdk
     #   awscli

From 55625822bbbe7e1cfd6849475f1a40b935691335 Mon Sep 17 00:00:00 2001
From: Misha Tiurin <650819+tiurin@users.noreply.github.com>
Date: Tue, 10 Feb 2026 23:59:30 +0100
Subject: [PATCH 610/697] SFN: Fix Local mock iterations for states without
 retry (#13693)

Co-authored-by: Hernan <hernaner28@gmail.com>

The Step Functions Local mock configuration was using RetryCount to index numbered mock responses. In case of successful invocations or states without retry configuration this caused all invocations to return the same response ("0") instead of iterating through the sequence ("0", "1", "2", etc.).

RetryCount only increments on actual retry attempts (failures), not on successful invocations. This made the mock iteration feature unusable for testing state transition scenarios with multiple invocations of the same state.

- Added next_local_mock_invocation_number dict to execution environment to track mock invocations.
- Modified get_current_local_mocked_response() to use next_local_mock_invocation_number instead of retry_count.
- Shared next_local_mock_invocation_number between parent and child frames to maintain consistent counting across execution context

An existing `aws.services.stepfunctions.v2.local_mocking.test_base_scenarios.TestBaseScenarios.test_map_state_lambda test` was giving a false positive. It used a mock response with only one mocked invocation and should have failed when 2 invocations were done. Effectively, it started to fail after the fix and mocked response has been adjusted.

Also, adds `test_numbered_mock_responses_multiple_success_invocations` that tests multiple success invocations in a regular top-level state, outside of map configuration.
---
 .../stepfunctions/asl/eval/environment.py     |  19 +-
 .../testing/pytest/stepfunctions/utils.py     |   1 +
 ...00_status_change_between_invocations.json5 |  18 +
 .../200_string_body_two_invocations.json5     |  10 +
 .../mocked_service_integrations.py            |   6 +
 .../scenarios/scenarios_templates.py          |   4 +
 .../lambda_repeat_until_loop.json5            |  31 +
 .../v2/local_mocking/test_base_scenarios.py   |  86 +-
 .../test_base_scenarios.snapshot.json         | 766 ++++++++++++++++++
 .../test_base_scenarios.validation.json       |   9 +
 10 files changed, 945 insertions(+), 5 deletions(-)
 create mode 100644 tests/aws/services/stepfunctions/local_mocked_service_integrations/mocked_responses/lambda/200_status_change_between_invocations.json5
 create mode 100644 tests/aws/services/stepfunctions/local_mocked_service_integrations/mocked_responses/lambda/200_string_body_two_invocations.json5
 create mode 100644 tests/aws/services/stepfunctions/templates/scenarios/statemachines/lambda_repeat_until_loop.json5

diff --git a/localstack-core/localstack/services/stepfunctions/asl/eval/environment.py b/localstack-core/localstack/services/stepfunctions/asl/eval/environment.py
index 8ed66bb713203..b4f997422b978 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/eval/environment.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/eval/environment.py
@@ -56,6 +56,9 @@ class Environment:
     map_run_record_pool_manager: MapRunRecordPoolManager
     activity_store: Final[dict[Arn, Activity]]
     local_mock_test_case: LocalMockTestCase | None = None
+    next_local_mock_invocation_number: dict[
+        str, int
+    ]  # Tracks invocation count per state for mock cycling
 
     _frames: Final[list[Environment]]
     _is_frame: bool = False
@@ -93,6 +96,7 @@ def __init__(
         self.activity_store = activity_store
 
         self.local_mock_test_case = local_mock_test_case
+        self.next_local_mock_invocation_number = {}
 
         self._frames = []
         self._is_frame = False
@@ -143,6 +147,9 @@ def as_inner_frame_of(
             variable_store=variable_store,
         )
         frame.local_mock_test_case = env.local_mock_test_case
+        frame.next_local_mock_invocation_number = (
+            env.next_local_mock_invocation_number
+        )  # Share counter with parent
         frame._is_frame = True
         frame.event_manager = env.event_manager
         if "State" in env.states.context_object.context_object_data:
@@ -297,10 +304,14 @@ def get_current_local_mocked_response(self) -> LocalMockedResponse:
         )
         if state_mocked_responses is None:
             raise RuntimeError(f"No Local mocked response definition for state '{state_name}'")
-        retry_count = self.states.context_object.context_object_data["State"]["RetryCount"]
-        if len(state_mocked_responses.mocked_responses) <= retry_count:
+
+        # Get and increment the invocation counter for this state
+        invocation_number = self.next_local_mock_invocation_number.get(state_name, 0)
+        self.next_local_mock_invocation_number[state_name] = invocation_number + 1
+
+        if len(state_mocked_responses.mocked_responses) <= invocation_number:
             raise RuntimeError(
                 f"No Local mocked response definition for state '{state_name}' "
-                f"and retry number '{retry_count}'"
+                f"and invocation number '{invocation_number}'"
             )
-        return state_mocked_responses.mocked_responses[retry_count]
+        return state_mocked_responses.mocked_responses[invocation_number]
diff --git a/localstack-core/localstack/testing/pytest/stepfunctions/utils.py b/localstack-core/localstack/testing/pytest/stepfunctions/utils.py
index 3c0feda0a7f90..20d37f2e34344 100644
--- a/localstack-core/localstack/testing/pytest/stepfunctions/utils.py
+++ b/localstack-core/localstack/testing/pytest/stepfunctions/utils.py
@@ -568,6 +568,7 @@ def launch_and_record_logs(
     sfn_snapshot.match("logged_execution_events", logged_execution_events)
 
 
+# TODO refactor to have fewer positional arguments. Consider converting to a fixture.
 def create_and_record_execution(
     target_aws_client,
     create_state_machine_iam_role,
diff --git a/tests/aws/services/stepfunctions/local_mocked_service_integrations/mocked_responses/lambda/200_status_change_between_invocations.json5 b/tests/aws/services/stepfunctions/local_mocked_service_integrations/mocked_responses/lambda/200_status_change_between_invocations.json5
new file mode 100644
index 0000000000000..c80c826e3a995
--- /dev/null
+++ b/tests/aws/services/stepfunctions/local_mocked_service_integrations/mocked_responses/lambda/200_status_change_between_invocations.json5
@@ -0,0 +1,18 @@
+{
+  "0": {
+    "Return": {
+      "StatusCode": 200,
+      "Payload": {
+        "status": "running",
+      }
+    }
+  },
+  "1": {
+    "Return": {
+      "StatusCode": 200,
+      "Payload": {
+        "status": "completed"
+      }
+    }
+  }
+}
diff --git a/tests/aws/services/stepfunctions/local_mocked_service_integrations/mocked_responses/lambda/200_string_body_two_invocations.json5 b/tests/aws/services/stepfunctions/local_mocked_service_integrations/mocked_responses/lambda/200_string_body_two_invocations.json5
new file mode 100644
index 0000000000000..03b86e74ccc60
--- /dev/null
+++ b/tests/aws/services/stepfunctions/local_mocked_service_integrations/mocked_responses/lambda/200_string_body_two_invocations.json5
@@ -0,0 +1,10 @@
+{
+  "0-1": {
+    "Return": {
+      "StatusCode": 200,
+      "Payload": {
+        "body": "string body"
+      }
+    }
+  }
+}
diff --git a/tests/aws/services/stepfunctions/local_mocked_service_integrations/mocked_service_integrations.py b/tests/aws/services/stepfunctions/local_mocked_service_integrations/mocked_service_integrations.py
index ec97e7119e3fb..72756acdd1970 100644
--- a/tests/aws/services/stepfunctions/local_mocked_service_integrations/mocked_service_integrations.py
+++ b/tests/aws/services/stepfunctions/local_mocked_service_integrations/mocked_service_integrations.py
@@ -10,9 +10,15 @@
 
 
 class MockedServiceIntegrationsLoader(abc.ABC):
+    MOCKED_RESPONSE_LAMBDA_200_STRING_BODY_TWO_INVOCATIONS: Final[str] = os.path.join(
+        _THIS_FOLDER, "mocked_responses/lambda/200_string_body_two_invocations.json5"
+    )
     MOCKED_RESPONSE_LAMBDA_200_STRING_BODY: Final[str] = os.path.join(
         _THIS_FOLDER, "mocked_responses/lambda/200_string_body.json5"
     )
+    MOCKED_RESPONSE_LAMBDA_200_STATUS_CHANGE_BETWEEN_INVOCATIONS: Final[str] = os.path.join(
+        _THIS_FOLDER, "mocked_responses/lambda/200_status_change_between_invocations.json5"
+    )
     MOCKED_RESPONSE_LAMBDA_NOT_READY_TIMEOUT_200_STRING_BODY: Final[str] = os.path.join(
         _THIS_FOLDER, "mocked_responses/lambda/not_ready_timeout_200_string_body.json5"
     )
diff --git a/tests/aws/services/stepfunctions/templates/scenarios/scenarios_templates.py b/tests/aws/services/stepfunctions/templates/scenarios/scenarios_templates.py
index 29a4a77473035..86328836114d4 100644
--- a/tests/aws/services/stepfunctions/templates/scenarios/scenarios_templates.py
+++ b/tests/aws/services/stepfunctions/templates/scenarios/scenarios_templates.py
@@ -227,6 +227,10 @@ class ScenariosTemplate(TemplateLoader):
     LAMBDA_EMPTY_RETRY: Final[str] = os.path.join(
         _THIS_FOLDER, "statemachines/lambda_empty_retry.json5"
     )
+    LAMBDA_REPEAT_UNTIL_LOOP: Final[str] = os.path.join(
+        _THIS_FOLDER, "statemachines/lambda_repeat_until_loop.json5"
+    )
+
     LAMBDA_INVOKE_WITH_RETRY_BASE: Final[str] = os.path.join(
         _THIS_FOLDER, "statemachines/lambda_invoke_with_retry_base.json5"
     )
diff --git a/tests/aws/services/stepfunctions/templates/scenarios/statemachines/lambda_repeat_until_loop.json5 b/tests/aws/services/stepfunctions/templates/scenarios/statemachines/lambda_repeat_until_loop.json5
new file mode 100644
index 0000000000000..6a1110c4b86da
--- /dev/null
+++ b/tests/aws/services/stepfunctions/templates/scenarios/statemachines/lambda_repeat_until_loop.json5
@@ -0,0 +1,31 @@
+{
+  "QueryLanguage": "JSONata",
+  "StartAt": "LambdaState",
+  "States": {
+    "LambdaState": {
+      "Type": "Task",
+      "Resource": "arn:aws:states:::lambda:invoke",
+      "Arguments": {
+        "FunctionName": "__tbd__",
+        "Payload": "__tbd__"
+      },
+      "Assign": {
+        "status": "{% $states.result.Payload.status %}",
+      },
+      "Next": "CheckCompleted"
+    },
+    "CheckCompleted": {
+      "Type": "Choice",
+      "Choices": [
+        {
+          "Condition": "{% $status = 'completed' %}",
+          "Next": "Finish"
+        }
+      ],
+      "Default": "LambdaState"
+    },
+    "Finish": {
+      "Type": "Succeed"
+    }
+  }
+}
diff --git a/tests/aws/services/stepfunctions/v2/local_mocking/test_base_scenarios.py b/tests/aws/services/stepfunctions/v2/local_mocking/test_base_scenarios.py
index 836f4ec7b8a45..93cc95063edfe 100644
--- a/tests/aws/services/stepfunctions/v2/local_mocking/test_base_scenarios.py
+++ b/tests/aws/services/stepfunctions/v2/local_mocking/test_base_scenarios.py
@@ -16,6 +16,7 @@
     create_and_record_mocked_execution,
     create_and_record_mocked_sync_execution,
 )
+from localstack.utils.aws import arns
 from localstack.utils.strings import short_uid
 from tests.aws.services.stepfunctions.local_mocked_service_integrations.mocked_service_integrations import (
     MockedServiceIntegrationsLoader,
@@ -605,7 +606,7 @@ def test_map_state_lambda(
             state_machine_name = f"mocked_state_machine_{short_uid()}"
             test_name = "TestCaseName"
             lambda_200_string_body = MockedServiceIntegrationsLoader.load(
-                MockedServiceIntegrationsLoader.MOCKED_RESPONSE_LAMBDA_200_STRING_BODY
+                MockedServiceIntegrationsLoader.MOCKED_RESPONSE_LAMBDA_200_STRING_BODY_TWO_INVOCATIONS
             )
             mock_config = {
                 "StateMachines": {
@@ -741,3 +742,86 @@ def test_parallel_state_lambda(
                 state_machine_name,
                 test_name,
             )
+
+    @markers.aws.validated
+    def test_numbered_mock_responses_multiple_success_invocations(
+        self,
+        aws_client,
+        create_state_machine_iam_role,
+        create_state_machine,
+        create_lambda_function,
+        account_id,
+        region_name,
+        sfn_snapshot,
+        monkeypatch,
+        mock_config_file,
+    ):
+        """
+        Test that numbered mock responses ("0", "1", etc.) iterate correctly
+        through multiple successful invocations of the same state,
+        e.g. in a repeat-until loop implemented using a choice state.
+        """
+        template = ScenariosTemplate.load_sfn_template(ScenariosTemplate.LAMBDA_REPEAT_UNTIL_LOOP)
+        template["States"]["LambdaState"]["Arguments"]["Payload"] = {
+            "status": "{% $exists($status) ? 'completed' : 'running' %}"
+        }
+
+        exec_input = json.dumps({})
+        function_name = f"lambda_{short_uid()}"
+        sfn_snapshot.add_transformer(RegexTransformer(function_name, "lambda_function_name"))
+
+        if is_aws_cloud():
+            lambda_creation_response = create_lambda_function(
+                func_name=function_name,
+                handler_file=ServicesTemplates.LAMBDA_ID_FUNCTION,
+                runtime=Runtime.python3_12,
+            )
+            lambda_arn = lambda_creation_response["CreateFunctionResponse"]["FunctionArn"]
+            template["States"]["LambdaState"]["Arguments"]["FunctionName"] = lambda_arn
+            definition = json.dumps(template)
+            create_and_record_execution(
+                aws_client,
+                create_state_machine_iam_role,
+                create_state_machine,
+                sfn_snapshot,
+                definition,
+                exec_input,
+            )
+        else:
+            state_machine_name = f"mock_cycling_test_{short_uid()}"
+            test_name = "NumberedResponseCyclingTest"
+
+            sfn_snapshot.add_transformer(RegexTransformer(state_machine_name, "state_machine_name"))
+
+            lambda_200_loop_status = MockedServiceIntegrationsLoader.load(
+                MockedServiceIntegrationsLoader.MOCKED_RESPONSE_LAMBDA_200_STATUS_CHANGE_BETWEEN_INVOCATIONS
+            )
+            mock_config = {
+                "StateMachines": {
+                    state_machine_name: {
+                        "TestCases": {test_name: {"LambdaState": "lambda_200_loop_status"}}
+                    }
+                },
+                "MockedResponses": {"lambda_200_loop_status": lambda_200_loop_status},
+            }
+
+            mock_config_file_path = mock_config_file(mock_config)
+            monkeypatch.setattr(config, "SFN_MOCK_CONFIG", mock_config_file_path)
+
+            template["States"]["LambdaState"]["Arguments"]["FunctionName"] = (
+                arns.lambda_function_arn(
+                    function_name=function_name, account_id=account_id, region_name=region_name
+                )
+            )
+            definition = json.dumps(template)
+
+            create_and_record_mocked_execution(
+                aws_client,
+                create_state_machine_iam_role,
+                create_state_machine,
+                sfn_snapshot,
+                definition,
+                exec_input,
+                state_machine_name,
+                test_name,
+            )
diff --git a/tests/aws/services/stepfunctions/v2/local_mocking/test_base_scenarios.snapshot.json b/tests/aws/services/stepfunctions/v2/local_mocking/test_base_scenarios.snapshot.json
index 7ccce343077b5..0d50c20c34f70 100644
--- a/tests/aws/services/stepfunctions/v2/local_mocking/test_base_scenarios.snapshot.json
+++ b/tests/aws/services/stepfunctions/v2/local_mocking/test_base_scenarios.snapshot.json
@@ -2520,5 +2520,771 @@
         }
       }
     }
+  },
+  "tests/aws/services/stepfunctions/v2/local_mocking/test_base_scenarios.py::TestBaseScenarios::test_numbered_mock_responses_multiple_success_invocations": {
+    "recorded-date": "04-02-2026, 08:37:50",
+    "recorded-content": {
+      "get_execution_history": {
+        "events": [
+          {
+            "executionStartedEventDetails": {
+              "input": {},
+              "inputDetails": {
+                "truncated": false
+              },
+              "roleArn": "snf_role_arn"
+            },
+            "id": 1,
+            "previousEventId": 0,
+            "timestamp": "timestamp",
+            "type": "ExecutionStarted"
+          },
+          {
+            "id": 2,
+            "previousEventId": 0,
+            "stateEnteredEventDetails": {
+              "input": {},
+              "inputDetails": {
+                "truncated": false
+              },
+              "name": "LambdaState"
+            },
+            "timestamp": "timestamp",
+            "type": "TaskStateEntered"
+          },
+          {
+            "id": 3,
+            "previousEventId": 2,
+            "taskScheduledEventDetails": {
+              "parameters": {
+                "FunctionName": "arn:<partition>:lambda:<region>:111111111111:function:lambda_function_name",
+                "Payload": {
+                  "status": "running"
+                }
+              },
+              "region": "<region>",
+              "resource": "invoke",
+              "resourceType": "lambda"
+            },
+            "timestamp": "timestamp",
+            "type": "TaskScheduled"
+          },
+          {
+            "id": 4,
+            "previousEventId": 3,
+            "taskStartedEventDetails": {
+              "resource": "invoke",
+              "resourceType": "lambda"
+            },
+            "timestamp": "timestamp",
+            "type": "TaskStarted"
+          },
+          {
+            "id": 5,
+            "previousEventId": 4,
+            "taskSucceededEventDetails": {
+              "output": {
+                "ExecutedVersion": "$LATEST",
+                "Payload": {
+                  "status": "running"
+                },
+                "SdkHttpMetadata": {
+                  "AllHttpHeaders": {
+                    "X-Amz-Executed-Version": [
+                      "$LATEST"
+                    ],
+                    "x-amzn-Remapped-Content-Length": [
+                      "0"
+                    ],
+                    "Connection": [
+                      "keep-alive"
+                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
+                    "Content-Length": [
+                      "21"
+                    ],
+                    "Date": "date",
+                    "X-Amzn-Trace-Id": "X-Amzn-Trace-Id",
+                    "Content-Type": [
+                      "application/json"
+                    ]
+                  },
+                  "HttpHeaders": {
+                    "Connection": "keep-alive",
+                    "Content-Length": "21",
+                    "Content-Type": "application/json",
+                    "Date": "date",
+                    "X-Amz-Executed-Version": "$LATEST",
+                    "x-amzn-Remapped-Content-Length": "0",
+                    "x-amzn-RequestId": "x-amzn-RequestId",
+                    "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
+                  },
+                  "HttpStatusCode": 200
+                },
+                "SdkResponseMetadata": {
+                  "RequestId": "RequestId"
+                },
+                "StatusCode": 200
+              },
+              "outputDetails": {
+                "truncated": false
+              },
+              "resource": "invoke",
+              "resourceType": "lambda"
+            },
+            "timestamp": "timestamp",
+            "type": "TaskSucceeded"
+          },
+          {
+            "id": 6,
+            "previousEventId": 5,
+            "stateExitedEventDetails": {
+              "assignedVariables": {
+                "status": "\"running\""
+              },
+              "assignedVariablesDetails": {
+                "truncated": false
+              },
+              "name": "LambdaState",
+              "output": {
+                "ExecutedVersion": "$LATEST",
+                "Payload": {
+                  "status": "running"
+                },
+                "SdkHttpMetadata": {
+                  "AllHttpHeaders": {
+                    "X-Amz-Executed-Version": [
+                      "$LATEST"
+                    ],
+                    "x-amzn-Remapped-Content-Length": [
+                      "0"
+                    ],
+                    "Connection": [
+                      "keep-alive"
+                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
+                    "Content-Length": [
+                      "21"
+                    ],
+                    "Date": "date",
+                    "X-Amzn-Trace-Id": "X-Amzn-Trace-Id",
+                    "Content-Type": [
+                      "application/json"
+                    ]
+                  },
+                  "HttpHeaders": {
+                    "Connection": "keep-alive",
+                    "Content-Length": "21",
+                    "Content-Type": "application/json",
+                    "Date": "date",
+                    "X-Amz-Executed-Version": "$LATEST",
+                    "x-amzn-Remapped-Content-Length": "0",
+                    "x-amzn-RequestId": "x-amzn-RequestId",
+                    "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
+                  },
+                  "HttpStatusCode": 200
+                },
+                "SdkResponseMetadata": {
+                  "RequestId": "RequestId"
+                },
+                "StatusCode": 200
+              },
+              "outputDetails": {
+                "truncated": false
+              }
+            },
+            "timestamp": "timestamp",
+            "type": "TaskStateExited"
+          },
+          {
+            "id": 7,
+            "previousEventId": 6,
+            "stateEnteredEventDetails": {
+              "input": {
+                "ExecutedVersion": "$LATEST",
+                "Payload": {
+                  "status": "running"
+                },
+                "SdkHttpMetadata": {
+                  "AllHttpHeaders": {
+                    "X-Amz-Executed-Version": [
+                      "$LATEST"
+                    ],
+                    "x-amzn-Remapped-Content-Length": [
+                      "0"
+                    ],
+                    "Connection": [
+                      "keep-alive"
+                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
+                    "Content-Length": [
+                      "21"
+                    ],
+                    "Date": "date",
+                    "X-Amzn-Trace-Id": "X-Amzn-Trace-Id",
+                    "Content-Type": [
+                      "application/json"
+                    ]
+                  },
+                  "HttpHeaders": {
+                    "Connection": "keep-alive",
+                    "Content-Length": "21",
+                    "Content-Type": "application/json",
+                    "Date": "date",
+                    "X-Amz-Executed-Version": "$LATEST",
+                    "x-amzn-Remapped-Content-Length": "0",
+                    "x-amzn-RequestId": "x-amzn-RequestId",
+                    "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
+                  },
+                  "HttpStatusCode": 200
+                },
+                "SdkResponseMetadata": {
+                  "RequestId": "RequestId"
+                },
+                "StatusCode": 200
+              },
+              "inputDetails": {
+                "truncated": false
+              },
+              "name": "CheckCompleted"
+            },
+            "timestamp": "timestamp",
+            "type": "ChoiceStateEntered"
+          },
+          {
+            "id": 8,
+            "previousEventId": 7,
+            "stateExitedEventDetails": {
+              "name": "CheckCompleted",
+              "output": {
+                "ExecutedVersion": "$LATEST",
+                "Payload": {
+                  "status": "running"
+                },
+                "SdkHttpMetadata": {
+                  "AllHttpHeaders": {
+                    "X-Amz-Executed-Version": [
+                      "$LATEST"
+                    ],
+                    "x-amzn-Remapped-Content-Length": [
+                      "0"
+                    ],
+                    "Connection": [
+                      "keep-alive"
+                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
+                    "Content-Length": [
+                      "21"
+                    ],
+                    "Date": "date",
+                    "X-Amzn-Trace-Id": "X-Amzn-Trace-Id",
+                    "Content-Type": [
+                      "application/json"
+                    ]
+                  },
+                  "HttpHeaders": {
+                    "Connection": "keep-alive",
+                    "Content-Length": "21",
+                    "Content-Type": "application/json",
+                    "Date": "date",
+                    "X-Amz-Executed-Version": "$LATEST",
+                    "x-amzn-Remapped-Content-Length": "0",
+                    "x-amzn-RequestId": "x-amzn-RequestId",
+                    "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
+                  },
+                  "HttpStatusCode": 200
+                },
+                "SdkResponseMetadata": {
+                  "RequestId": "RequestId"
+                },
+                "StatusCode": 200
+              },
+              "outputDetails": {
+                "truncated": false
+              }
+            },
+            "timestamp": "timestamp",
+            "type": "ChoiceStateExited"
+          },
+          {
+            "id": 9,
+            "previousEventId": 8,
+            "stateEnteredEventDetails": {
+              "input": {
+                "ExecutedVersion": "$LATEST",
+                "Payload": {
+                  "status": "running"
+                },
+                "SdkHttpMetadata": {
+                  "AllHttpHeaders": {
+                    "X-Amz-Executed-Version": [
+                      "$LATEST"
+                    ],
+                    "x-amzn-Remapped-Content-Length": [
+                      "0"
+                    ],
+                    "Connection": [
+                      "keep-alive"
+                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
+                    "Content-Length": [
+                      "21"
+                    ],
+                    "Date": "date",
+                    "X-Amzn-Trace-Id": "X-Amzn-Trace-Id",
+                    "Content-Type": [
+                      "application/json"
+                    ]
+                  },
+                  "HttpHeaders": {
+                    "Connection": "keep-alive",
+                    "Content-Length": "21",
+                    "Content-Type": "application/json",
+                    "Date": "date",
+                    "X-Amz-Executed-Version": "$LATEST",
+                    "x-amzn-Remapped-Content-Length": "0",
+                    "x-amzn-RequestId": "x-amzn-RequestId",
+                    "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
+                  },
+                  "HttpStatusCode": 200
+                },
+                "SdkResponseMetadata": {
+                  "RequestId": "RequestId"
+                },
+                "StatusCode": 200
+              },
+              "inputDetails": {
+                "truncated": false
+              },
+              "name": "LambdaState"
+            },
+            "timestamp": "timestamp",
+            "type": "TaskStateEntered"
+          },
+          {
+            "id": 10,
+            "previousEventId": 9,
+            "taskScheduledEventDetails": {
+              "parameters": {
+                "FunctionName": "arn:<partition>:lambda:<region>:111111111111:function:lambda_function_name",
+                "Payload": {
+                  "status": "completed"
+                }
+              },
+              "region": "<region>",
+              "resource": "invoke",
+              "resourceType": "lambda"
+            },
+            "timestamp": "timestamp",
+            "type": "TaskScheduled"
+          },
+          {
+            "id": 11,
+            "previousEventId": 10,
+            "taskStartedEventDetails": {
+              "resource": "invoke",
+              "resourceType": "lambda"
+            },
+            "timestamp": "timestamp",
+            "type": "TaskStarted"
+          },
+          {
+            "id": 12,
+            "previousEventId": 11,
+            "taskSucceededEventDetails": {
+              "output": {
+                "ExecutedVersion": "$LATEST",
+                "Payload": {
+                  "status": "completed"
+                },
+                "SdkHttpMetadata": {
+                  "AllHttpHeaders": {
+                    "X-Amz-Executed-Version": [
+                      "$LATEST"
+                    ],
+                    "x-amzn-Remapped-Content-Length": [
+                      "0"
+                    ],
+                    "Connection": [
+                      "keep-alive"
+                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
+                    "Content-Length": [
+                      "23"
+                    ],
+                    "Date": "date",
+                    "X-Amzn-Trace-Id": "X-Amzn-Trace-Id",
+                    "Content-Type": [
+                      "application/json"
+                    ]
+                  },
+                  "HttpHeaders": {
+                    "Connection": "keep-alive",
+                    "Content-Length": "23",
+                    "Content-Type": "application/json",
+                    "Date": "date",
+                    "X-Amz-Executed-Version": "$LATEST",
+                    "x-amzn-Remapped-Content-Length": "0",
+                    "x-amzn-RequestId": "x-amzn-RequestId",
+                    "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
+                  },
+                  "HttpStatusCode": 200
+                },
+                "SdkResponseMetadata": {
+                  "RequestId": "RequestId"
+                },
+                "StatusCode": 200
+              },
+              "outputDetails": {
+                "truncated": false
+              },
+              "resource": "invoke",
+              "resourceType": "lambda"
+            },
+            "timestamp": "timestamp",
+            "type": "TaskSucceeded"
+          },
+          {
+            "id": 13,
+            "previousEventId": 12,
+            "stateExitedEventDetails": {
+              "assignedVariables": {
+                "status": "\"completed\""
+              },
+              "assignedVariablesDetails": {
+                "truncated": false
+              },
+              "name": "LambdaState",
+              "output": {
+                "ExecutedVersion": "$LATEST",
+                "Payload": {
+                  "status": "completed"
+                },
+                "SdkHttpMetadata": {
+                  "AllHttpHeaders": {
+                    "X-Amz-Executed-Version": [
+                      "$LATEST"
+                    ],
+                    "x-amzn-Remapped-Content-Length": [
+                      "0"
+                    ],
+                    "Connection": [
+                      "keep-alive"
+                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
+                    "Content-Length": [
+                      "23"
+                    ],
+                    "Date": "date",
+                    "X-Amzn-Trace-Id": "X-Amzn-Trace-Id",
+                    "Content-Type": [
+                      "application/json"
+                    ]
+                  },
+                  "HttpHeaders": {
+                    "Connection": "keep-alive",
+                    "Content-Length": "23",
+                    "Content-Type": "application/json",
+                    "Date": "date",
+                    "X-Amz-Executed-Version": "$LATEST",
+                    "x-amzn-Remapped-Content-Length": "0",
+                    "x-amzn-RequestId": "x-amzn-RequestId",
+                    "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
+                  },
+                  "HttpStatusCode": 200
+                },
+                "SdkResponseMetadata": {
+                  "RequestId": "RequestId"
+                },
+                "StatusCode": 200
+              },
+              "outputDetails": {
+                "truncated": false
+              }
+            },
+            "timestamp": "timestamp",
+            "type": "TaskStateExited"
+          },
+          {
+            "id": 14,
+            "previousEventId": 13,
+            "stateEnteredEventDetails": {
+              "input": {
+                "ExecutedVersion": "$LATEST",
+                "Payload": {
+                  "status": "completed"
+                },
+                "SdkHttpMetadata": {
+                  "AllHttpHeaders": {
+                    "X-Amz-Executed-Version": [
+                      "$LATEST"
+                    ],
+                    "x-amzn-Remapped-Content-Length": [
+                      "0"
+                    ],
+                    "Connection": [
+                      "keep-alive"
+                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
+                    "Content-Length": [
+                      "23"
+                    ],
+                    "Date": "date",
+                    "X-Amzn-Trace-Id": "X-Amzn-Trace-Id",
+                    "Content-Type": [
+                      "application/json"
+                    ]
+                  },
+                  "HttpHeaders": {
+                    "Connection": "keep-alive",
+                    "Content-Length": "23",
+                    "Content-Type": "application/json",
+                    "Date": "date",
+                    "X-Amz-Executed-Version": "$LATEST",
+                    "x-amzn-Remapped-Content-Length": "0",
+                    "x-amzn-RequestId": "x-amzn-RequestId",
+                    "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
+                  },
+                  "HttpStatusCode": 200
+                },
+                "SdkResponseMetadata": {
+                  "RequestId": "RequestId"
+                },
+                "StatusCode": 200
+              },
+              "inputDetails": {
+                "truncated": false
+              },
+              "name": "CheckCompleted"
+            },
+            "timestamp": "timestamp",
+            "type": "ChoiceStateEntered"
+          },
+          {
+            "id": 15,
+            "previousEventId": 14,
+            "stateExitedEventDetails": {
+              "name": "CheckCompleted",
+              "output": {
+                "ExecutedVersion": "$LATEST",
+                "Payload": {
+                  "status": "completed"
+                },
+                "SdkHttpMetadata": {
+                  "AllHttpHeaders": {
+                    "X-Amz-Executed-Version": [
+                      "$LATEST"
+                    ],
+                    "x-amzn-Remapped-Content-Length": [
+                      "0"
+                    ],
+                    "Connection": [
+                      "keep-alive"
+                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
+                    "Content-Length": [
+                      "23"
+                    ],
+                    "Date": "date",
+                    "X-Amzn-Trace-Id": "X-Amzn-Trace-Id",
+                    "Content-Type": [
+                      "application/json"
+                    ]
+                  },
+                  "HttpHeaders": {
+                    "Connection": "keep-alive",
+                    "Content-Length": "23",
+                    "Content-Type": "application/json",
+                    "Date": "date",
+                    "X-Amz-Executed-Version": "$LATEST",
+                    "x-amzn-Remapped-Content-Length": "0",
+                    "x-amzn-RequestId": "x-amzn-RequestId",
+                    "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
+                  },
+                  "HttpStatusCode": 200
+                },
+                "SdkResponseMetadata": {
+                  "RequestId": "RequestId"
+                },
+                "StatusCode": 200
+              },
+              "outputDetails": {
+                "truncated": false
+              }
+            },
+            "timestamp": "timestamp",
+            "type": "ChoiceStateExited"
+          },
+          {
+            "id": 16,
+            "previousEventId": 15,
+            "stateEnteredEventDetails": {
+              "input": {
+                "ExecutedVersion": "$LATEST",
+                "Payload": {
+                  "status": "completed"
+                },
+                "SdkHttpMetadata": {
+                  "AllHttpHeaders": {
+                    "X-Amz-Executed-Version": [
+                      "$LATEST"
+                    ],
+                    "x-amzn-Remapped-Content-Length": [
+                      "0"
+                    ],
+                    "Connection": [
+                      "keep-alive"
+                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
+                    "Content-Length": [
+                      "23"
+                    ],
+                    "Date": "date",
+                    "X-Amzn-Trace-Id": "X-Amzn-Trace-Id",
+                    "Content-Type": [
+                      "application/json"
+                    ]
+                  },
+                  "HttpHeaders": {
+                    "Connection": "keep-alive",
+                    "Content-Length": "23",
+                    "Content-Type": "application/json",
+                    "Date": "date",
+                    "X-Amz-Executed-Version": "$LATEST",
+                    "x-amzn-Remapped-Content-Length": "0",
+                    "x-amzn-RequestId": "x-amzn-RequestId",
+                    "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
+                  },
+                  "HttpStatusCode": 200
+                },
+                "SdkResponseMetadata": {
+                  "RequestId": "RequestId"
+                },
+                "StatusCode": 200
+              },
+              "inputDetails": {
+                "truncated": false
+              },
+              "name": "Finish"
+            },
+            "timestamp": "timestamp",
+            "type": "SucceedStateEntered"
+          },
+          {
+            "id": 17,
+            "previousEventId": 16,
+            "stateExitedEventDetails": {
+              "name": "Finish",
+              "output": {
+                "ExecutedVersion": "$LATEST",
+                "Payload": {
+                  "status": "completed"
+                },
+                "SdkHttpMetadata": {
+                  "AllHttpHeaders": {
+                    "X-Amz-Executed-Version": [
+                      "$LATEST"
+                    ],
+                    "x-amzn-Remapped-Content-Length": [
+                      "0"
+                    ],
+                    "Connection": [
+                      "keep-alive"
+                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
+                    "Content-Length": [
+                      "23"
+                    ],
+                    "Date": "date",
+                    "X-Amzn-Trace-Id": "X-Amzn-Trace-Id",
+                    "Content-Type": [
+                      "application/json"
+                    ]
+                  },
+                  "HttpHeaders": {
+                    "Connection": "keep-alive",
+                    "Content-Length": "23",
+                    "Content-Type": "application/json",
+                    "Date": "date",
+                    "X-Amz-Executed-Version": "$LATEST",
+                    "x-amzn-Remapped-Content-Length": "0",
+                    "x-amzn-RequestId": "x-amzn-RequestId",
+                    "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
+                  },
+                  "HttpStatusCode": 200
+                },
+                "SdkResponseMetadata": {
+                  "RequestId": "RequestId"
+                },
+                "StatusCode": 200
+              },
+              "outputDetails": {
+                "truncated": false
+              }
+            },
+            "timestamp": "timestamp",
+            "type": "SucceedStateExited"
+          },
+          {
+            "executionSucceededEventDetails": {
+              "output": {
+                "ExecutedVersion": "$LATEST",
+                "Payload": {
+                  "status": "completed"
+                },
+                "SdkHttpMetadata": {
+                  "AllHttpHeaders": {
+                    "X-Amz-Executed-Version": [
+                      "$LATEST"
+                    ],
+                    "x-amzn-Remapped-Content-Length": [
+                      "0"
+                    ],
+                    "Connection": [
+                      "keep-alive"
+                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
+                    "Content-Length": [
+                      "23"
+                    ],
+                    "Date": "date",
+                    "X-Amzn-Trace-Id": "X-Amzn-Trace-Id",
+                    "Content-Type": [
+                      "application/json"
+                    ]
+                  },
+                  "HttpHeaders": {
+                    "Connection": "keep-alive",
+                    "Content-Length": "23",
+                    "Content-Type": "application/json",
+                    "Date": "date",
+                    "X-Amz-Executed-Version": "$LATEST",
+                    "x-amzn-Remapped-Content-Length": "0",
+                    "x-amzn-RequestId": "x-amzn-RequestId",
+                    "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
+                  },
+                  "HttpStatusCode": 200
+                },
+                "SdkResponseMetadata": {
+                  "RequestId": "RequestId"
+                },
+                "StatusCode": 200
+              },
+              "outputDetails": {
+                "truncated": false
+              }
+            },
+            "id": 18,
+            "previousEventId": 17,
+            "timestamp": "timestamp",
+            "type": "ExecutionSucceeded"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/stepfunctions/v2/local_mocking/test_base_scenarios.validation.json b/tests/aws/services/stepfunctions/v2/local_mocking/test_base_scenarios.validation.json
index f6d383824aedf..62b2dc32ff1e4 100644
--- a/tests/aws/services/stepfunctions/v2/local_mocking/test_base_scenarios.validation.json
+++ b/tests/aws/services/stepfunctions/v2/local_mocking/test_base_scenarios.validation.json
@@ -53,6 +53,15 @@
       "total": 23.5
     }
   },
+  "tests/aws/services/stepfunctions/v2/local_mocking/test_base_scenarios.py::TestBaseScenarios::test_numbered_mock_responses_multiple_success_invocations": {
+    "last_validated_date": "2026-02-04T08:37:53+00:00",
+    "durations_in_seconds": {
+      "setup": 11.76,
+      "call": 17.42,
+      "teardown": 3.35,
+      "total": 32.53
+    }
+  },
   "tests/aws/services/stepfunctions/v2/local_mocking/test_base_scenarios.py::TestBaseScenarios::test_parallel_state_lambda": {
     "last_validated_date": "2025-10-28T10:20:00+00:00",
     "durations_in_seconds": {

From 445e8b813bdf825fcd84d4ec3e484e8d34456b1b Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Wed, 11 Feb 2026 07:36:53 +0100
Subject: [PATCH 611/697] Upgrade dependencies, fix formatting (#13728)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
Co-authored-by: Silvio Vasiljevic <silvio.vasiljevic@gmail.com>
---
 .pre-commit-config.yaml                       |  2 +-
 .../services/cloudformation/cfn_utils.py      | 15 ++-----
 .../cloudformation/deployment_utils.py        | 27 +++---------
 .../services/cloudwatch/provider_v2.py        |  4 +-
 .../localstack/services/lambda_/provider.py   | 16 ++++---
 .../testing/pytest/stepfunctions/utils.py     | 16 ++++---
 .../testing/snapshots/transformer_utility.py  | 18 ++++----
 .../testing/testselection/matching.py         |  6 +--
 requirements-dev.txt                          | 16 +++----
 requirements-runtime.txt                      |  4 +-
 requirements-test.txt                         | 14 +++---
 requirements-typehint.txt                     | 44 +++++++++----------
 .../aws/scenario/bookstore/test_bookstore.py  | 10 +++--
 .../cloudformation/resources/test_events.py   |  5 ++-
 tests/aws/services/logs/test_logs.py          | 14 +++---
 .../route53resolver/test_route53resolver.py   | 16 +++----
 .../secretsmanager/test_secretsmanager.py     | 21 ++++-----
 tests/aws/services/sqs/test_sqs.py            |  6 ++-
 18 files changed, 125 insertions(+), 129 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 9281c44024175..36e2c30a210eb 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -4,7 +4,7 @@
 repos:
   - repo: https://github.com/astral-sh/ruff-pre-commit
     # Ruff version.
-    rev: v0.14.14
+    rev: v0.15.0
     hooks:
       - id: ruff
         args: [--fix, --exit-non-zero-on-fix]
diff --git a/localstack-core/localstack/services/cloudformation/cfn_utils.py b/localstack-core/localstack/services/cloudformation/cfn_utils.py
index 9cac04969abbe..20a0399393d38 100644
--- a/localstack-core/localstack/services/cloudformation/cfn_utils.py
+++ b/localstack-core/localstack/services/cloudformation/cfn_utils.py
@@ -19,10 +19,8 @@ def do_rename(account_id, region_name, params, logical_resource_id, *args, **kwa
 
 
 def lambda_convert_types(func, types):
-    return (
-        lambda account_id, region_name, params, logical_resource_id, *args, **kwargs: convert_types(
-            func(account_id, region_name, params, *args, **kwargs), types
-        )
+    return lambda account_id, region_name, params, logical_resource_id, *args, **kwargs: (
+        convert_types(func(account_id, region_name, params, *args, **kwargs), types)
     )
 
 
@@ -42,13 +40,8 @@ def recurse(o, path):
         return o
 
     func = func or (lambda account_id, region_name, x, logical_resource_id, *args, **kwargs: x)
-    return (
-        lambda account_id,
-        region_name,
-        params,
-        logical_resource_id,
-        *args,
-        **kwargs: recurse_object(
+    return lambda account_id, region_name, params, logical_resource_id, *args, **kwargs: (
+        recurse_object(
             func(account_id, region_name, params, logical_resource_id, *args, **kwargs), recurse
         )
     )
diff --git a/localstack-core/localstack/services/cloudformation/deployment_utils.py b/localstack-core/localstack/services/cloudformation/deployment_utils.py
index 771b2ac6bf724..fd25ec5dffc33 100644
--- a/localstack-core/localstack/services/cloudformation/deployment_utils.py
+++ b/localstack-core/localstack/services/cloudformation/deployment_utils.py
@@ -89,26 +89,16 @@ def do_replace(account_id: str, region_name: str, params, logical_resource_id, *
 
 
 def lambda_keys_to_lower(key=None, skip_children_of: list[str] = None):
-    return (
-        lambda account_id,
-        region_name,
-        params,
-        logical_resource_id,
-        *args,
-        **kwargs: common.keys_to_lower(
+    return lambda account_id, region_name, params, logical_resource_id, *args, **kwargs: (
+        common.keys_to_lower(
             obj=(params.get(key) if key else params), skip_children_of=skip_children_of
         )
     )
 
 
 def merge_parameters(func1, func2):
-    return (
-        lambda account_id,
-        region_name,
-        properties,
-        logical_resource_id,
-        *args,
-        **kwargs: common.merge_dicts(
+    return lambda account_id, region_name, properties, logical_resource_id, *args, **kwargs: (
+        common.merge_dicts(
             func1(account_id, region_name, properties, logical_resource_id, *args, **kwargs),
             func2(account_id, region_name, properties, logical_resource_id, *args, **kwargs),
         )
@@ -159,13 +149,8 @@ def lambda_select_params(*selected):
 
 
 def select_parameters(*param_names):
-    return (
-        lambda account_id,
-        region_name,
-        properties,
-        logical_resource_id,
-        *args,
-        **kwargs: select_attributes(properties, param_names)
+    return lambda account_id, region_name, properties, logical_resource_id, *args, **kwargs: (
+        select_attributes(properties, param_names)
     )
 
 
diff --git a/localstack-core/localstack/services/cloudwatch/provider_v2.py b/localstack-core/localstack/services/cloudwatch/provider_v2.py
index cf4a697d85f96..34b3f3a7151c6 100644
--- a/localstack-core/localstack/services/cloudwatch/provider_v2.py
+++ b/localstack-core/localstack/services/cloudwatch/provider_v2.py
@@ -659,7 +659,9 @@ def list_metrics(
         ]
         aliases_list = PaginatedList(metrics)
         page, nxt = aliases_list.get_page(
-            lambda metric: f"{metric.get('Namespace')}-{metric.get('MetricName')}-{metric.get('Dimensions')}",
+            lambda metric: (
+                f"{metric.get('Namespace')}-{metric.get('MetricName')}-{metric.get('Dimensions')}"
+            ),
             next_token=next_token,
             page_size=LIST_METRICS_MAX_RESULTS,
         )
diff --git a/localstack-core/localstack/services/lambda_/provider.py b/localstack-core/localstack/services/lambda_/provider.py
index dd0d7298e8244..ca98a6d2b0f56 100644
--- a/localstack-core/localstack/services/lambda_/provider.py
+++ b/localstack-core/localstack/services/lambda_/provider.py
@@ -383,8 +383,10 @@ def on_after_state_load(self):
                     # TODO: How do we know the event source is up?
                     # A basic poll to see if the mapped Lambda function is active/failed
                     if not poll_condition(
-                        lambda: get_function_version_from_arn(function_arn).config.state.state
-                        in [State.Active, State.Failed],
+                        lambda: (
+                            get_function_version_from_arn(function_arn).config.state.state
+                            in [State.Active, State.Failed]
+                        ),
                         timeout=10,
                     ):
                         LOG.warning(
@@ -1230,10 +1232,12 @@ def create_function(
         if config.LAMBDA_SYNCHRONOUS_CREATE:
             # block via retrying until "terminal" condition reached before returning
             if not poll_condition(
-                lambda: get_function_version(
-                    function_name, version.id.qualifier, version.id.account, version.id.region
-                ).config.state.state
-                in [State.Active, State.ActiveNonInvocable, State.Failed],
+                lambda: (
+                    get_function_version(
+                        function_name, version.id.qualifier, version.id.account, version.id.region
+                    ).config.state.state
+                    in [State.Active, State.ActiveNonInvocable, State.Failed]
+                ),
                 timeout=10,
             ):
                 LOG.warning(
diff --git a/localstack-core/localstack/testing/pytest/stepfunctions/utils.py b/localstack-core/localstack/testing/pytest/stepfunctions/utils.py
index 20d37f2e34344..78d257b230f09 100644
--- a/localstack-core/localstack/testing/pytest/stepfunctions/utils.py
+++ b/localstack-core/localstack/testing/pytest/stepfunctions/utils.py
@@ -99,10 +99,12 @@ def await_state_machine_alias_is_deleted(
     stepfunctions_client, state_machine_arn: Arn, state_machine_alias_arn: Arn
 ):
     success = poll_condition(
-        condition=lambda: not _is_state_machine_alias_listed(
-            stepfunctions_client=stepfunctions_client,
-            state_machine_arn=state_machine_arn,
-            state_machine_alias_arn=state_machine_alias_arn,
+        condition=lambda: (
+            not _is_state_machine_alias_listed(
+                stepfunctions_client=stepfunctions_client,
+                state_machine_arn=state_machine_arn,
+                state_machine_alias_arn=state_machine_alias_arn,
+            )
         ),
         timeout=_DELETION_TIMEOUT_SECS,
         interval=_get_sampling_interval_seconds(),
@@ -155,8 +157,10 @@ def await_state_machine_version_not_listed(
     stepfunctions_client, state_machine_arn: str, state_machine_version_arn: str
 ):
     success = poll_condition(
-        condition=lambda: not _is_state_machine_version_listed(
-            stepfunctions_client, state_machine_arn, state_machine_version_arn
+        condition=lambda: (
+            not _is_state_machine_version_listed(
+                stepfunctions_client, state_machine_arn, state_machine_version_arn
+            )
         ),
         timeout=_DELETION_TIMEOUT_SECS,
         interval=_get_sampling_interval_seconds(),
diff --git a/localstack-core/localstack/testing/snapshots/transformer_utility.py b/localstack-core/localstack/testing/snapshots/transformer_utility.py
index 2418dac893cf4..ef2fdd13e6034 100644
--- a/localstack-core/localstack/testing/snapshots/transformer_utility.py
+++ b/localstack-core/localstack/testing/snapshots/transformer_utility.py
@@ -925,16 +925,18 @@ def _change_set_id_transformer(key: str, val: str) -> str:
     ),
     RegexTransformer(PATTERN_ISO8601, "date"),
     KeyValueBasedTransformer(
-        lambda k, v: (v if isinstance(v, datetime) else None), "datetime", replace_reference=False
+        lambda k, v: v if isinstance(v, datetime) else None, "datetime", replace_reference=False
     ),
     KeyValueBasedTransformer(
-        lambda k, v: str(v)
-        if (
-            re.compile(r"^.*timestamp.*$", flags=re.IGNORECASE).match(k)
-            or k in ("creationTime", "ingestionTime")
-        )
-        and not PATTERN_ISO8601.match(str(v))
-        else None,
+        lambda k, v: (
+            str(v)
+            if (
+                re.compile(r"^.*timestamp.*$", flags=re.IGNORECASE).match(k)
+                or k in ("creationTime", "ingestionTime")
+            )
+            and not PATTERN_ISO8601.match(str(v))
+            else None
+        ),
         "timestamp",
         replace_reference=False,
     ),
diff --git a/localstack-core/localstack/testing/testselection/matching.py b/localstack-core/localstack/testing/testselection/matching.py
index a372550a33b90..6c6d2ab5a360d 100644
--- a/localstack-core/localstack/testing/testselection/matching.py
+++ b/localstack-core/localstack/testing/testselection/matching.py
@@ -84,10 +84,8 @@ def ignore(self):
         return lambda t: [SENTINEL_NO_TEST] if self.matching_func(t) else []
 
     def service_tests(self, services: list[str]):
-        return (
-            lambda t: [get_test_dir_for_service(svc) for svc in services]
-            if self.matching_func(t)
-            else []
+        return lambda t: (
+            [get_test_dir_for_service(svc) for svc in services] if self.matching_func(t) else []
         )
 
     def passthrough(self):
diff --git a/requirements-dev.txt b/requirements-dev.txt
index 7256b26c4ec84..c0836f456c0d6 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -35,7 +35,7 @@ aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
 aws-cdk-cloud-assembly-schema==48.20.0
     # via aws-cdk-lib
-aws-cdk-lib==2.237.0
+aws-cdk-lib==2.238.0
     # via localstack-core
 aws-sam-translator==1.107.0
     # via
@@ -81,7 +81,7 @@ cffi==2.0.0
     # via cryptography
 cfgv==3.5.0
     # via pre-commit
-cfn-lint==1.43.4
+cfn-lint==1.44.0
     # via moto-ext
 charset-normalizer==3.4.4
     # via requests
@@ -96,7 +96,7 @@ constantly==23.10.4
     # via localstack-twisted
 constructs==10.4.5
     # via aws-cdk-lib
-coverage==7.13.2
+coverage==7.13.4
     # via
     #   coveralls
     #   localstack-core
@@ -146,7 +146,7 @@ filelock==3.20.3
     # via virtualenv
 graphql-core==3.2.7
     # via moto-ext
-grpcio==1.76.0
+grpcio==1.78.0
     # via opensearch-protobufs
 h11==0.16.0
     # via
@@ -370,17 +370,17 @@ pypandoc==1.16.2
     # via localstack-core (pyproject.toml)
 pyparsing==3.3.2
     # via moto-ext
-pytest==8.4.2
+pytest==9.0.2
     # via
     #   localstack-core
     #   pytest-rerunfailures
     #   pytest-split
     #   pytest-tinybird
-pytest-httpserver==1.1.3
+pytest-httpserver==1.1.4
     # via localstack-core
 pytest-rerunfailures==16.1
     # via localstack-core
-pytest-split==0.10.0
+pytest-split==0.11.0
     # via localstack-core
 pytest-tinybird==0.5.0
     # via localstack-core
@@ -451,7 +451,7 @@ rsa==4.7.2
     # via awscli
 rstr==3.2.2
     # via localstack-core (pyproject.toml)
-ruff==0.14.14
+ruff==0.15.0
     # via localstack-core (pyproject.toml)
 s3transfer==0.16.0
     # via
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index 03945d8f13e89..50ded9d53f35c 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -63,7 +63,7 @@ certifi==2026.1.4
     #   requests
 cffi==2.0.0
     # via cryptography
-cfn-lint==1.43.4
+cfn-lint==1.44.0
     # via moto-ext
 charset-normalizer==3.4.4
     # via requests
@@ -107,7 +107,7 @@ events==0.5
     # via opensearch-py
 graphql-core==3.2.7
     # via moto-ext
-grpcio==1.76.0
+grpcio==1.78.0
     # via opensearch-protobufs
 h11==0.16.0
     # via
diff --git a/requirements-test.txt b/requirements-test.txt
index af739e26f26b1..e9c8ecf150c62 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -35,7 +35,7 @@ aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
 aws-cdk-cloud-assembly-schema==48.20.0
     # via aws-cdk-lib
-aws-cdk-lib==2.237.0
+aws-cdk-lib==2.238.0
     # via localstack-core (pyproject.toml)
 aws-sam-translator==1.107.0
     # via
@@ -79,7 +79,7 @@ certifi==2026.1.4
     #   requests
 cffi==2.0.0
     # via cryptography
-cfn-lint==1.43.4
+cfn-lint==1.44.0
     # via moto-ext
 charset-normalizer==3.4.4
     # via requests
@@ -93,7 +93,7 @@ constantly==23.10.4
     # via localstack-twisted
 constructs==10.4.5
     # via aws-cdk-lib
-coverage==7.13.2
+coverage==7.13.4
     # via localstack-core (pyproject.toml)
 crontab==1.0.5
     # via localstack-core
@@ -129,7 +129,7 @@ events==0.5
     # via opensearch-py
 graphql-core==3.2.7
     # via moto-ext
-grpcio==1.76.0
+grpcio==1.78.0
     # via opensearch-protobufs
 h11==0.16.0
     # via
@@ -325,17 +325,17 @@ pyopenssl==25.3.0
     #   localstack-twisted
 pyparsing==3.3.2
     # via moto-ext
-pytest==8.4.2
+pytest==9.0.2
     # via
     #   localstack-core (pyproject.toml)
     #   pytest-rerunfailures
     #   pytest-split
     #   pytest-tinybird
-pytest-httpserver==1.1.3
+pytest-httpserver==1.1.4
     # via localstack-core (pyproject.toml)
 pytest-rerunfailures==16.1
     # via localstack-core (pyproject.toml)
-pytest-split==0.10.0
+pytest-split==0.11.0
     # via localstack-core (pyproject.toml)
 pytest-tinybird==0.5.0
     # via localstack-core (pyproject.toml)
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index 32323b921a9c5..59d66601d30c1 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -35,7 +35,7 @@ aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
 aws-cdk-cloud-assembly-schema==48.20.0
     # via aws-cdk-lib
-aws-cdk-lib==2.237.0
+aws-cdk-lib==2.238.0
     # via localstack-core
 aws-sam-translator==1.107.0
     # via
@@ -54,7 +54,7 @@ boto3==1.42.45
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-boto3-stubs==1.42.40
+boto3-stubs==1.42.45
     # via localstack-core (pyproject.toml)
 botocore==1.42.45
     # via
@@ -64,7 +64,7 @@ botocore==1.42.45
     #   localstack-core
     #   moto-ext
     #   s3transfer
-botocore-stubs==1.42.40
+botocore-stubs==1.42.41
     # via boto3-stubs
 cachetools==7.0.0
     # via
@@ -85,7 +85,7 @@ cffi==2.0.0
     # via cryptography
 cfgv==3.5.0
     # via pre-commit
-cfn-lint==1.43.4
+cfn-lint==1.44.0
     # via moto-ext
 charset-normalizer==3.4.4
     # via requests
@@ -100,7 +100,7 @@ constantly==23.10.4
     # via localstack-twisted
 constructs==10.4.5
     # via aws-cdk-lib
-coverage==7.13.2
+coverage==7.13.4
     # via
     #   coveralls
     #   localstack-core
@@ -150,7 +150,7 @@ filelock==3.20.3
     # via virtualenv
 graphql-core==3.2.7
     # via moto-ext
-grpcio==1.76.0
+grpcio==1.78.0
     # via opensearch-protobufs
 h11==0.16.0
     # via
@@ -289,13 +289,13 @@ mypy-boto3-application-autoscaling==1.42.3
     # via boto3-stubs
 mypy-boto3-appsync==1.42.6
     # via boto3-stubs
-mypy-boto3-athena==1.42.3
+mypy-boto3-athena==1.42.43
     # via boto3-stubs
 mypy-boto3-autoscaling==1.42.33
     # via boto3-stubs
 mypy-boto3-backup==1.42.3
     # via boto3-stubs
-mypy-boto3-batch==1.42.3
+mypy-boto3-batch==1.42.41
     # via boto3-stubs
 mypy-boto3-ce==1.42.28
     # via boto3-stubs
@@ -329,11 +329,11 @@ mypy-boto3-dms==1.42.3
     # via boto3-stubs
 mypy-boto3-docdb==1.42.3
     # via boto3-stubs
-mypy-boto3-dynamodb==1.42.33
+mypy-boto3-dynamodb==1.42.41
     # via boto3-stubs
 mypy-boto3-dynamodbstreams==1.42.3
     # via boto3-stubs
-mypy-boto3-ec2==1.42.38
+mypy-boto3-ec2==1.42.45
     # via boto3-stubs
 mypy-boto3-ecr==1.42.13
     # via boto3-stubs
@@ -341,7 +341,7 @@ mypy-boto3-ecs==1.42.29
     # via boto3-stubs
 mypy-boto3-efs==1.42.3
     # via boto3-stubs
-mypy-boto3-eks==1.42.28
+mypy-boto3-eks==1.42.45
     # via boto3-stubs
 mypy-boto3-elasticache==1.42.3
     # via boto3-stubs
@@ -363,7 +363,7 @@ mypy-boto3-fis==1.42.3
     # via boto3-stubs
 mypy-boto3-glacier==1.42.30
     # via boto3-stubs
-mypy-boto3-glue==1.42.25
+mypy-boto3-glue==1.42.43
     # via boto3-stubs
 mypy-boto3-iam==1.42.4
     # via boto3-stubs
@@ -377,13 +377,13 @@ mypy-boto3-iotwireless==1.42.3
     # via boto3-stubs
 mypy-boto3-kafka==1.42.3
     # via boto3-stubs
-mypy-boto3-kinesis==1.42.3
+mypy-boto3-kinesis==1.42.41
     # via boto3-stubs
 mypy-boto3-kinesisanalyticsv2==1.42.3
     # via boto3-stubs
 mypy-boto3-kms==1.42.3
     # via boto3-stubs
-mypy-boto3-lakeformation==1.42.29
+mypy-boto3-lakeformation==1.42.45
     # via boto3-stubs
 mypy-boto3-lambda==1.42.37
     # via boto3-stubs
@@ -401,7 +401,7 @@ mypy-boto3-neptune==1.42.3
     # via boto3-stubs
 mypy-boto3-opensearch==1.42.13
     # via boto3-stubs
-mypy-boto3-organizations==1.42.8
+mypy-boto3-organizations==1.42.41
     # via boto3-stubs
 mypy-boto3-pi==1.42.3
     # via boto3-stubs
@@ -413,7 +413,7 @@ mypy-boto3-rds==1.42.28
     # via boto3-stubs
 mypy-boto3-rds-data==1.42.3
     # via boto3-stubs
-mypy-boto3-redshift==1.42.28
+mypy-boto3-redshift==1.42.42
     # via boto3-stubs
 mypy-boto3-redshift-data==1.42.3
     # via boto3-stubs
@@ -429,7 +429,7 @@ mypy-boto3-s3==1.42.37
     # via boto3-stubs
 mypy-boto3-s3control==1.42.37
     # via boto3-stubs
-mypy-boto3-sagemaker==1.42.36
+mypy-boto3-sagemaker==1.42.44
     # via boto3-stubs
 mypy-boto3-sagemaker-runtime==1.42.3
     # via boto3-stubs
@@ -449,7 +449,7 @@ mypy-boto3-sqs==1.42.3
     # via boto3-stubs
 mypy-boto3-ssm==1.42.3
     # via boto3-stubs
-mypy-boto3-sso-admin==1.42.3
+mypy-boto3-sso-admin==1.42.41
     # via boto3-stubs
 mypy-boto3-stepfunctions==1.42.3
     # via boto3-stubs
@@ -570,17 +570,17 @@ pypandoc==1.16.2
     # via localstack-core
 pyparsing==3.3.2
     # via moto-ext
-pytest==8.4.2
+pytest==9.0.2
     # via
     #   localstack-core
     #   pytest-rerunfailures
     #   pytest-split
     #   pytest-tinybird
-pytest-httpserver==1.1.3
+pytest-httpserver==1.1.4
     # via localstack-core
 pytest-rerunfailures==16.1
     # via localstack-core
-pytest-split==0.10.0
+pytest-split==0.11.0
     # via localstack-core
 pytest-tinybird==0.5.0
     # via localstack-core
@@ -651,7 +651,7 @@ rsa==4.7.2
     # via awscli
 rstr==3.2.2
     # via localstack-core
-ruff==0.14.14
+ruff==0.15.0
     # via localstack-core
 s3transfer==0.16.0
     # via
diff --git a/tests/aws/scenario/bookstore/test_bookstore.py b/tests/aws/scenario/bookstore/test_bookstore.py
index e707c91f509fa..f22da4da2e745 100644
--- a/tests/aws/scenario/bookstore/test_bookstore.py
+++ b/tests/aws/scenario/bookstore/test_bookstore.py
@@ -220,10 +220,12 @@ def _sort_hits(snapshot_content: dict, *args) -> dict:
         snapshot.add_transformer(GenericTransformer(_sort_hits))
         snapshot.add_transformer(
             KeyValueBasedTransformer(
-                lambda k, v: v
-                if k in ("took", "max_score", "_score")
-                and (isinstance(v, float) or isinstance(v, int))
-                else None,
+                lambda k, v: (
+                    v
+                    if k in ("took", "max_score", "_score")
+                    and (isinstance(v, float) or isinstance(v, int))
+                    else None
+                ),
                 replacement="<amount>",
                 replace_reference=False,
             )
diff --git a/tests/aws/services/cloudformation/resources/test_events.py b/tests/aws/services/cloudformation/resources/test_events.py
index e8eb95e232c1f..035c20cfafc73 100644
--- a/tests/aws/services/cloudformation/resources/test_events.py
+++ b/tests/aws/services/cloudformation/resources/test_events.py
@@ -141,8 +141,9 @@ def test_event_rule_to_logs(deploy_cfn_template, aws_client):
     assert len(resp["Entries"]) == 1
 
     wait_until(
-        lambda: len(aws_client.logs.describe_log_streams(logGroupName=log_group_name)["logStreams"])
-        > 0,
+        lambda: (
+            len(aws_client.logs.describe_log_streams(logGroupName=log_group_name)["logStreams"]) > 0
+        ),
         1.0,
         5,
         "linear",
diff --git a/tests/aws/services/logs/test_logs.py b/tests/aws/services/logs/test_logs.py
index 078df8bff5923..1211f8b5e764a 100644
--- a/tests/aws/services/logs/test_logs.py
+++ b/tests/aws/services/logs/test_logs.py
@@ -183,12 +183,14 @@ def test_create_and_delete_log_stream(self, logs_log_group, aws_client, region_n
         # pattern for the short-uid
         # for some reason, this does not work immediately on AWS
         assert poll_condition(
-            lambda: len(
-                aws_client.logs.describe_log_groups(
-                    logGroupNamePattern=logs_log_group.split("-")[-1]
-                ).get("logGroups")
-            )
-            == 1,
+            lambda: (
+                len(
+                    aws_client.logs.describe_log_groups(
+                        logGroupNamePattern=logs_log_group.split("-")[-1]
+                    ).get("logGroups")
+                )
+                == 1
+            ),
             timeout=5.0,
             interval=0.5,
         )
diff --git a/tests/aws/services/route53resolver/test_route53resolver.py b/tests/aws/services/route53resolver/test_route53resolver.py
index 778e8ec500001..16ccb0b79bfd2 100644
--- a/tests/aws/services/route53resolver/test_route53resolver.py
+++ b/tests/aws/services/route53resolver/test_route53resolver.py
@@ -808,10 +808,10 @@ def test_list_firewall_rules(
             Name=firewall_rule_group_name
         )
         cleanups.append(
-            lambda rule_group_id=rule_group_response["FirewallRuleGroup"][
-                "Id"
-            ]: aws_client.route53resolver.delete_firewall_rule_group(
-                FirewallRuleGroupId=rule_group_id
+            lambda rule_group_id=rule_group_response["FirewallRuleGroup"]["Id"]: (
+                aws_client.route53resolver.delete_firewall_rule_group(
+                    FirewallRuleGroupId=rule_group_id
+                )
             )
         )
         # Parameters for creating resources
@@ -823,10 +823,10 @@ def test_list_firewall_rules(
                 Name=f"fw-domain-list-{short_uid()}"
             )
             cleanups.append(
-                lambda domain_list_id=domain_list_response["FirewallDomainList"][
-                    "Id"
-                ]: aws_client.route53resolver.delete_firewall_domain_list(
-                    FirewallDomainListId=domain_list_id
+                lambda domain_list_id=domain_list_response["FirewallDomainList"]["Id"]: (
+                    aws_client.route53resolver.delete_firewall_domain_list(
+                        FirewallDomainListId=domain_list_id
+                    )
                 )
             )
             create_firewall_rule(
diff --git a/tests/aws/services/secretsmanager/test_secretsmanager.py b/tests/aws/services/secretsmanager/test_secretsmanager.py
index ab2db6d8f7e86..996dd16ef1206 100644
--- a/tests/aws/services/secretsmanager/test_secretsmanager.py
+++ b/tests/aws/services/secretsmanager/test_secretsmanager.py
@@ -2745,8 +2745,9 @@ def test_cross_account_access(self, aws_client, secondary_aws_client, cleanups):
         # Note: when removing tags, the response will be empty list in case of AWS,
         # but it will be None in Localstack. To avoid failing the test, we will use the default value as list
         assert poll_condition(
-            lambda: aws_client.secretsmanager.describe_secret(SecretId=secret_arn).get("Tags", [])
-            == [],
+            lambda: (
+                aws_client.secretsmanager.describe_secret(SecretId=secret_arn).get("Tags", []) == []
+            ),
             timeout=5.0,
             interval=0.5,
         )
@@ -2852,10 +2853,10 @@ def test_cross_account_access_non_default_key(self, aws_client, secondary_aws_cl
         )
 
         assert poll_condition(
-            lambda: aws_client.secretsmanager.describe_secret(SecretId=secret_arn).get(
-                "DeletedDate"
-            )
-            is not None,
+            lambda: (
+                aws_client.secretsmanager.describe_secret(SecretId=secret_arn).get("DeletedDate")
+                is not None
+            ),
             timeout=5.0,
             interval=0.5,
         )
@@ -2863,10 +2864,10 @@ def test_cross_account_access_non_default_key(self, aws_client, secondary_aws_cl
         secondary_aws_client.secretsmanager.restore_secret(SecretId=secret_arn)
 
         assert poll_condition(
-            lambda: aws_client.secretsmanager.describe_secret(SecretId=secret_arn).get(
-                "DeletedDate"
-            )
-            is None,
+            lambda: (
+                aws_client.secretsmanager.describe_secret(SecretId=secret_arn).get("DeletedDate")
+                is None
+            ),
             timeout=5.0,
             interval=0.5,
         )
diff --git a/tests/aws/services/sqs/test_sqs.py b/tests/aws/services/sqs/test_sqs.py
index 8867b9ae99182..1d97b003db4d0 100644
--- a/tests/aws/services/sqs/test_sqs.py
+++ b/tests/aws/services/sqs/test_sqs.py
@@ -4036,8 +4036,10 @@ def test_dead_letter_queue_execution_lambda_mapping_preserves_id(
         else:
             timeout = 15.0
         assert poll_condition(
-            lambda: "Messages"
-            in aws_sqs_client.receive_message(QueueUrl=dl_queue_url, VisibilityTimeout=0),
+            lambda: (
+                "Messages"
+                in aws_sqs_client.receive_message(QueueUrl=dl_queue_url, VisibilityTimeout=0)
+            ),
             timeout,
             1.0,
         )

From 6a582387e25a02059e2437ba5c3d062a4f5f7a90 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 11 Feb 2026 07:40:13 +0100
Subject: [PATCH 612/697] Bump cryptography from 46.0.4 to 46.0.5 (#13738)

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 requirements-base-runtime.txt | 2 +-
 requirements-basic.txt        | 2 +-
 requirements-dev.txt          | 2 +-
 requirements-runtime.txt      | 2 +-
 requirements-test.txt         | 2 +-
 requirements-typehint.txt     | 2 +-
 6 files changed, 6 insertions(+), 6 deletions(-)

diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index 40b59770958a7..980aa866ac9a4 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -36,7 +36,7 @@ click==8.3.1
     # via localstack-core (pyproject.toml)
 constantly==23.10.4
     # via localstack-twisted
-cryptography==46.0.4
+cryptography==46.0.5
     # via
     #   localstack-core (pyproject.toml)
     #   pyopenssl
diff --git a/requirements-basic.txt b/requirements-basic.txt
index 5310b97494526..d0fbcee7680a8 100644
--- a/requirements-basic.txt
+++ b/requirements-basic.txt
@@ -16,7 +16,7 @@ charset-normalizer==3.4.4
     # via requests
 click==8.3.1
     # via localstack-core (pyproject.toml)
-cryptography==46.0.4
+cryptography==46.0.5
     # via localstack-core (pyproject.toml)
 dnslib==0.9.26
     # via localstack-core (pyproject.toml)
diff --git a/requirements-dev.txt b/requirements-dev.txt
index c0836f456c0d6..819d20d28d63b 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -104,7 +104,7 @@ coveralls==4.0.2
     # via localstack-core (pyproject.toml)
 crontab==1.0.5
     # via localstack-core
-cryptography==46.0.4
+cryptography==46.0.5
     # via
     #   joserfc
     #   localstack-core
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index 50ded9d53f35c..b7ddadd6aa474 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -77,7 +77,7 @@ constantly==23.10.4
     # via localstack-twisted
 crontab==1.0.5
     # via localstack-core (pyproject.toml)
-cryptography==46.0.4
+cryptography==46.0.5
     # via
     #   joserfc
     #   localstack-core
diff --git a/requirements-test.txt b/requirements-test.txt
index e9c8ecf150c62..6c9158149095b 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -97,7 +97,7 @@ coverage==7.13.4
     # via localstack-core (pyproject.toml)
 crontab==1.0.5
     # via localstack-core
-cryptography==46.0.4
+cryptography==46.0.5
     # via
     #   joserfc
     #   localstack-core
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index 59d66601d30c1..731355bb62b7a 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -108,7 +108,7 @@ coveralls==4.0.2
     # via localstack-core
 crontab==1.0.5
     # via localstack-core
-cryptography==46.0.4
+cryptography==46.0.5
     # via
     #   joserfc
     #   localstack-core

From 8cda50b73717c127000f2560174f8b609945f84f Mon Sep 17 00:00:00 2001
From: Aiden Huynh <115724666+aidehn@users.noreply.github.com>
Date: Wed, 11 Feb 2026 15:48:48 +0800
Subject: [PATCH 613/697] OpenSearch: Move Tagging into Provider Methods
 (#13624)

---
 .../services/opensearch/provider.py           | 33 ++++++++++++++-----
 1 file changed, 24 insertions(+), 9 deletions(-)

diff --git a/localstack-core/localstack/services/opensearch/provider.py b/localstack-core/localstack/services/opensearch/provider.py
index 721e6378dd852..4707b1d05fdfd 100644
--- a/localstack-core/localstack/services/opensearch/provider.py
+++ b/localstack-core/localstack/services/opensearch/provider.py
@@ -517,6 +517,24 @@ def _stop_clusters(self):
             for domain_name in store.opensearch_domains.keys():
                 cluster_manager().remove(DomainKey(domain_name, region, account_id).arn)
 
+    def _add_tags(self, context: RequestContext, arn: ARN, tag_list: TagList) -> None:
+        self.get_store(context.account_id, context.region).TAGS.tag_resource(arn, tag_list)
+
+    def _remove_tags(self, context: RequestContext, arn: ARN, tag_keys: StringList) -> None:
+        self.get_store(context.account_id, context.region).TAGS.untag_resource(arn, tag_keys)
+
+    def _remove_all_tags(self, context: RequestContext, arn: ARN) -> None:
+        self.get_store(context.account_id, context.region).TAGS.del_resource(arn)
+
+    def _list_tags(self, context: RequestContext, arn: ARN) -> TagList:
+        # The tagging service returns a dictionary with the given root name
+        store = self.get_store(context.account_id, context.region)
+        tags = store.TAGS.list_tags_for_resource(arn=arn, root_name="root")
+        # Extract the actual list of tags for the typed response
+        tag_list: TagList = tags["root"]
+
+        return tag_list
+
     @handler("CreateDomain", expand=False)
     def create_domain(
         self, context: RequestContext, request: CreateDomainRequest
@@ -558,7 +576,8 @@ def create_domain(
             )
 
             # set the tags
-            self.add_tags(context, domain_key.arn, request.get("TagList"))
+            if tags := request.get("TagList", []):
+                self._add_tags(context, domain_key.arn, tags)
 
             # get the (updated) status
             status = get_domain_status(domain_key)
@@ -580,6 +599,7 @@ def delete_domain(
 
             status = get_domain_status(domain_key, deleted=True)
             _remove_cluster(domain_key)
+            self._remove_all_tags(context, domain_key.arn)
 
         return DeleteDomainResponse(DomainStatus=status)
 
@@ -724,20 +744,15 @@ def describe_domain_config(
 
     def add_tags(self, context: RequestContext, arn: ARN, tag_list: TagList, **kwargs) -> None:
         _ensure_domain_exists(arn)
-        self.get_store(context.account_id, context.region).TAGS.tag_resource(arn, tag_list)
+        self._add_tags(context, arn, tag_list)
 
     def list_tags(self, context: RequestContext, arn: ARN, **kwargs) -> ListTagsResponse:
         _ensure_domain_exists(arn)
-
-        # The tagging service returns a dictionary with the given root name
-        store = self.get_store(context.account_id, context.region)
-        tags = store.TAGS.list_tags_for_resource(arn=arn, root_name="root")
-        # Extract the actual list of tags for the typed response
-        tag_list: TagList = tags["root"]
+        tag_list = self._list_tags(context, arn)
         return ListTagsResponse(TagList=tag_list)
 
     def remove_tags(
         self, context: RequestContext, arn: ARN, tag_keys: StringList, **kwargs
     ) -> None:
         _ensure_domain_exists(arn)
-        self.get_store(context.account_id, context.region).TAGS.untag_resource(arn, tag_keys)
+        self._remove_tags(context, arn, tag_keys)

From c3a4c8f53fe0fe9fdaa0319a810fda8a36dd0ab5 Mon Sep 17 00:00:00 2001
From: Silvio Vasiljevic <silvio.vasiljevic@gmail.com>
Date: Wed, 11 Feb 2026 11:30:20 +0100
Subject: [PATCH 614/697] Fix Cfn resource update (#13613)

---
 .github/workflows/update-cfn-resources.yml |  5 +++++
 scripts/update_cfn_resources.py            | 14 +++++++-------
 2 files changed, 12 insertions(+), 7 deletions(-)

diff --git a/.github/workflows/update-cfn-resources.yml b/.github/workflows/update-cfn-resources.yml
index a8b667feceab5..67ed3fbfb1560 100644
--- a/.github/workflows/update-cfn-resources.yml
+++ b/.github/workflows/update-cfn-resources.yml
@@ -3,6 +3,10 @@ name: Update CloudFormation Resources
 on:
   schedule:
     - cron: '0 6 * * TUE'
+  pull_request:
+    paths:
+      - '.github/workflows/update-cfn-resources.yml'
+      - 'scripts/update_cfn_resources.py'
   workflow_dispatch:
 
 jobs:
@@ -47,6 +51,7 @@ jobs:
             python scripts/update_cfn_resources.py --resource-file localstack-core/localstack/services/cloudformation/resources.py
 
       - name: Create Pull Request
+        if: ${{ github.event_name != 'pull_request' }}
         uses: peter-evans/create-pull-request@v8
         with:
           title: "Update CloudFormation resource availability"
diff --git a/scripts/update_cfn_resources.py b/scripts/update_cfn_resources.py
index ff318384fd682..55d5322a99239 100644
--- a/scripts/update_cfn_resources.py
+++ b/scripts/update_cfn_resources.py
@@ -16,7 +16,6 @@
 """
 
 import argparse
-import logging
 import sys
 from collections.abc import Iterable
 from pathlib import Path
@@ -24,8 +23,6 @@
 import boto3
 from botocore.exceptions import ClientError
 
-LOG = logging.getLogger(__name__)
-
 REPO_ROOT = Path(__file__).resolve().parents[1]
 DEFAULT_RESOURCE_FILE = (
     REPO_ROOT / "localstack-core" / "localstack" / "services" / "cloudformation" / "resources.py"
@@ -60,7 +57,7 @@ def collect_region_resource_types(
                 params["NextToken"] = token
             response = client.list_types(**params)
         except ClientError as exc:
-            LOG.warning("Skipping region %s due to error while listing types: %s", region, exc)
+            print(f"Skipping region {region} due to error while listing types: {exc}")
             succeeded = False
             break
 
@@ -162,19 +159,22 @@ def main() -> int:
     try:
         session = boto3.session.Session(**session_kwargs)
     except Exception as exc:
-        LOG.error("Failed to create boto3 session: %s", exc)
+        print(f"Failed to create boto3 session: {exc}")
         return 1
 
     regions = get_regions(session, args.regions)
     if not regions:
-        LOG.error("Could not determine any regions to scan.")
+        print("Could not determine any regions to scan.")
         return 1
 
+    print(f"Scanning CloudFormation resource types in {len(regions)} regions")
     resources, successful_regions = collect_all_resource_types(session, regions)
     if not resources:
-        LOG.error("No CloudFormation resources were discovered.")
+        print("No CloudFormation resources were discovered.")
         return 1
+    print(f"Collected {len(resources)} resources across {len(successful_regions)} regions:")
 
+    print("Updating resource file...")
     content = render_resource_file(resources, successful_regions)
 
     if args.dry_run:

From 7839bdf8661e96a706984099edc7d49ee47a07b3 Mon Sep 17 00:00:00 2001
From: Nikos <nikos.michas@localstack.cloud>
Date: Wed, 11 Feb 2026 12:40:55 +0200
Subject: [PATCH 615/697] transcribe: Skip test in k8s pipeline (#13741)

---
 tests/aws/services/transcribe/test_transcribe.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/tests/aws/services/transcribe/test_transcribe.py b/tests/aws/services/transcribe/test_transcribe.py
index eaa4dc2b58555..689b4ad7fe011 100644
--- a/tests/aws/services/transcribe/test_transcribe.py
+++ b/tests/aws/services/transcribe/test_transcribe.py
@@ -446,6 +446,7 @@ def test_transcribe_error_speaker_labels(self, transcribe_create_job, aws_client
             transcribe_create_job(audio_file=file_path, params=settings)
         snapshot.match("err_speaker_labels_diarization", e.value)
 
+    @markers.requires_in_process  # test relies on the installation of ffmpeg
     @markers.aws.validated
     @markers.snapshot.skip_snapshot_verify(
         paths=[

From 931e0a25f8633537fa7d3aa4b520b978128ff103 Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Wed, 11 Feb 2026 12:21:38 +0100
Subject: [PATCH 616/697] tests: run store checks in Community against Pro
 workflow (#13721)

---
 .../localstack/services/apigateway/helpers.py |   5 +-
 .../services/apigateway/legacy/provider.py    |   1 +
 .../localstack/services/events/models.py      |   3 +-
 .../localstack/services/kms/models.py         |   4 +-
 .../localstack/services/s3/models.py          |   6 +-
 .../localstack/services/s3/provider.py        |   2 +-
 .../localstack/services/sqs/models.py         |   2 +-
 tests/aws/conftest.py                         |  16 ++
 .../apigateway/test_apigateway_api.py         |  16 +-
 .../test_apigateway_api.snapshot.json         | 146 ++++++++++++------
 .../test_apigateway_api.validation.json       |   8 +-
 tests/aws/services/kms/test_kms.py            |   2 +-
 tests/aws/services/kms/test_kms.snapshot.json |  13 +-
 .../aws/services/kms/test_kms.validation.json |   8 +-
 14 files changed, 174 insertions(+), 58 deletions(-)

diff --git a/localstack-core/localstack/services/apigateway/helpers.py b/localstack-core/localstack/services/apigateway/helpers.py
index 9dbe761f25400..75337e5f1807e 100644
--- a/localstack-core/localstack/services/apigateway/helpers.py
+++ b/localstack-core/localstack/services/apigateway/helpers.py
@@ -455,6 +455,9 @@ def add_documentation_parts(rest_api_container, documentation):
     for doc_part in documentation.get("documentationParts", []):
         entity_id = short_uid()[:6]
         location = doc_part["location"]
+        properties = doc_part["properties"]
+        if not isinstance(properties, str):
+            properties = json.dumps(properties)
         rest_api_container.documentation_parts[entity_id] = DocumentationPart(
             id=entity_id,
             location=DocumentationPartLocation(
@@ -466,7 +469,7 @@ def add_documentation_parts(rest_api_container, documentation):
                 statusCode=location.get("statusCode"),
                 name=location.get("name"),
             ),
-            properties=doc_part["properties"],
+            properties=properties,
         )
 
 
diff --git a/localstack-core/localstack/services/apigateway/legacy/provider.py b/localstack-core/localstack/services/apigateway/legacy/provider.py
index a9a6b2c1d958d..3d4d0307a657f 100644
--- a/localstack-core/localstack/services/apigateway/legacy/provider.py
+++ b/localstack-core/localstack/services/apigateway/legacy/provider.py
@@ -1551,6 +1551,7 @@ def import_documentation_parts(
             rest_api_container.documentation_parts.clear()
             for doc_part in documentation["documentationParts"]:
                 entity_id = short_uid()[:6]
+                doc_part["properties"] = json.dumps(doc_part.get("properties", ""))
                 rest_api_container.documentation_parts[entity_id] = DocumentationPart(
                     id=entity_id, **doc_part
                 )
diff --git a/localstack-core/localstack/services/events/models.py b/localstack-core/localstack/services/events/models.py
index 6396363517df0..685ff33c9ac38 100644
--- a/localstack-core/localstack/services/events/models.py
+++ b/localstack-core/localstack/services/events/models.py
@@ -27,7 +27,6 @@
     EventPattern,
     EventResourceList,
     EventSourceName,
-    EventTime,
     HttpsEndpoint,
     ManagedBy,
     ReplayDescription,
@@ -87,7 +86,7 @@ def __init__(self, reason=None, message=None) -> None:
         "detail-type": str | None,
         "source": EventSourceName | None,
         "account": str,
-        "time": EventTime,
+        "time": str,
         "region": str,
         "resources": EventResourceList | None,
         "detail": dict[str, Any],
diff --git a/localstack-core/localstack/services/kms/models.py b/localstack-core/localstack/services/kms/models.py
index af61ccd58c236..c9e69151cf139 100644
--- a/localstack-core/localstack/services/kms/models.py
+++ b/localstack-core/localstack/services/kms/models.py
@@ -172,7 +172,7 @@ class KmsCryptoKey:
 
     public_key: bytes | None
     private_key: bytes | None
-    key_material: bytes
+    key_material: bytes | None
     pending_key_material: bytes | None
     key_spec: str
 
@@ -294,7 +294,7 @@ class KmsKey:
     is_key_rotation_enabled: bool
     rotation_period_in_days: int
     next_rotation_date: datetime.datetime | None
-    previous_keys: list[str]
+    previous_keys: list[bytes | None]
     _internal_key_id: uuid.UUID
 
     def __init__(
diff --git a/localstack-core/localstack/services/s3/models.py b/localstack-core/localstack/services/s3/models.py
index 79d3c9d29a4c4..2bfc247b14a59 100644
--- a/localstack-core/localstack/services/s3/models.py
+++ b/localstack-core/localstack/services/s3/models.py
@@ -125,7 +125,7 @@ class S3Bucket:
     public_access_block: PublicAccessBlockConfiguration | None
     accelerate_status: BucketAccelerateStatus | None
     object_lock_enabled: bool
-    object_ownership: ObjectOwnership
+    object_ownership: ObjectOwnership | None  # can be set to None manually in S3
     intelligent_tiering_configurations: dict[IntelligentTieringId, IntelligentTieringConfiguration]
     analytics_configurations: dict[AnalyticsId, AnalyticsConfiguration]
     inventory_configurations: dict[InventoryId, InventoryConfiguration]
@@ -279,7 +279,9 @@ class S3Object:
     kms_key_id: SSEKMSKeyId | None  # inherit bucket
     bucket_key_enabled: bool | None  # inherit bucket
     sse_key_hash: SSECustomerKeyMD5 | None
-    checksum_algorithm: ChecksumAlgorithm
+    # ``checksum_algorithm`` can only be None when SSE-C is set and while creating a Multipart.
+    # TODO: remove `| None` when SSE-C is removed from AWS S3
+    checksum_algorithm: ChecksumAlgorithm | None
     checksum_value: str | None
     checksum_type: ChecksumType | None
     lock_mode: ObjectLockMode | ObjectLockRetentionMode | None
diff --git a/localstack-core/localstack/services/s3/provider.py b/localstack-core/localstack/services/s3/provider.py
index fa37715ccb8b7..ac42bddb344b6 100644
--- a/localstack-core/localstack/services/s3/provider.py
+++ b/localstack-core/localstack/services/s3/provider.py
@@ -563,7 +563,7 @@ def create_bucket(
             owner=owner,
             acl=acl,
             object_ownership=request.get("ObjectOwnership"),
-            object_lock_enabled_for_bucket=request.get("ObjectLockEnabledForBucket"),
+            object_lock_enabled_for_bucket=request.get("ObjectLockEnabledForBucket") or False,
             location_constraint=location_constraint,
         )
 
diff --git a/localstack-core/localstack/services/sqs/models.py b/localstack-core/localstack/services/sqs/models.py
index 56e39ddd55bbf..cbf16d324d6bd 100644
--- a/localstack-core/localstack/services/sqs/models.py
+++ b/localstack-core/localstack/services/sqs/models.py
@@ -269,7 +269,7 @@ class MessageMoveTask:
     # configurable fields
     source_arn: str
     """The arn of the DLQ the messages are currently in."""
-    destination_arn: str
+    destination_arn: str | None
     """If the DestinationArn is not specified, the original source arn will be used as target."""
     max_number_of_messages_per_second: int | None
 
diff --git a/tests/aws/conftest.py b/tests/aws/conftest.py
index 67a47237f3930..b6727d15b976a 100644
--- a/tests/aws/conftest.py
+++ b/tests/aws/conftest.py
@@ -158,3 +158,19 @@ def snapshot(request, _snapshot_session: SnapshotSession, account_id, region_nam
         _snapshot_session.add_transformer(SNAPSHOT_BASIC_TRANSFORMER_NEW, priority=2)
 
     return _snapshot_session
+
+
+@pytest.hookimpl()
+def pytest_addhooks(pluginmanager):
+    try:
+        # This is only relevant when running Community Tests against Pro pipeline
+        from localstack.pro.core.testing.pytest.store import StoreSerializationCheckerPlugin
+
+        from localstack.testing.aws.util import is_aws_cloud
+
+        if not test_config.TEST_SKIP_LOCALSTACK_START and not is_aws_cloud():
+            # this directly accesses LocalStack state in memory, so it is not worth running in tests against external
+            # instances
+            pluginmanager.register(StoreSerializationCheckerPlugin(with_pickle=False))
+    except ImportError:
+        pass
diff --git a/tests/aws/services/apigateway/test_apigateway_api.py b/tests/aws/services/apigateway/test_apigateway_api.py
index b780af1d44ad9..83ba8beaf8f46 100644
--- a/tests/aws/services/apigateway/test_apigateway_api.py
+++ b/tests/aws/services/apigateway/test_apigateway_api.py
@@ -2276,6 +2276,13 @@ def test_invalid_delete_documentation_part(self, apigw_create_rest_api, snapshot
         snapshot.match("delete_already_deleted_documentation_part", e.value.response)
 
     @markers.aws.validated
+    @markers.snapshot.skip_snapshot_verify(
+        paths=[
+            # FIXME: AWS returns the `path` field for RESPONSE and METHOD
+            "$.get-documentations-parts-after-import.items[1].location.path",
+            "$.get-documentations-parts-after-import.items[3].location.path",
+        ]
+    )
     def test_import_documentation_parts(self, aws_client, import_apigw, snapshot):
         # snapshot array "ids"
         snapshot.add_transformer(snapshot.transform.jsonpath("$..ids[*]", "id"))
@@ -2286,7 +2293,9 @@ def test_import_documentation_parts(self, aws_client, import_apigw, snapshot):
 
         # get documentation parts to make sure import worked
         response = aws_client.apigateway.get_documentation_parts(restApiId=rest_api_id)
-        snapshot.match("create-import-documentations_parts", response["items"])
+        snapshot.match("get-documentations-parts-after-api-imports", response)
+        # manually assert that the type is of string because snapshot auto-decodes JSON
+        assert isinstance(response["items"][0]["properties"], str)
 
         # delete documentation parts
         for doc_part_item in response["items"]:
@@ -2308,6 +2317,11 @@ def test_import_documentation_parts(self, aws_client, import_apigw, snapshot):
         )
         snapshot.match("import-documentation-parts", response)
 
+        # get documentation parts to make sure import worked
+        response = aws_client.apigateway.get_documentation_parts(restApiId=rest_api_id)
+        snapshot.match("get-documentations-parts-after-import", response)
+        assert isinstance(response["items"][0]["properties"], str)
+
     @markers.aws.validated
     def test_import_documentation_parts_bad_file(self, aws_client, apigw_create_rest_api, snapshot):
         rest_api_id = apigw_create_rest_api(
diff --git a/tests/aws/services/apigateway/test_apigateway_api.snapshot.json b/tests/aws/services/apigateway/test_apigateway_api.snapshot.json
index e02992d88e05f..2702128105931 100644
--- a/tests/aws/services/apigateway/test_apigateway_api.snapshot.json
+++ b/tests/aws/services/apigateway/test_apigateway_api.snapshot.json
@@ -3344,56 +3344,62 @@
     }
   },
   "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiDocumentationPart::test_import_documentation_parts": {
-    "recorded-date": "15-04-2024, 20:57:15",
+    "recorded-date": "09-02-2026, 18:59:24",
     "recorded-content": {
-      "create-import-documentations_parts": [
-        {
-          "id": "<id:1>",
-          "location": {
-            "type": "API"
-          },
-          "properties": {
-            "description": "API description",
-            "info": {
-              "description": "API info description 4",
-              "version": "API info version 3"
+      "get-documentations-parts-after-api-imports": {
+        "items": [
+          {
+            "id": "<id:1>",
+            "location": {
+              "type": "API"
+            },
+            "properties": {
+              "description": "API description",
+              "info": {
+                "description": "API info description 4",
+                "version": "API info version 3"
+              }
             }
-          }
-        },
-        {
-          "id": "<id:2>",
-          "location": {
-            "type": "METHOD",
-            "path": "/",
-            "method": "GET"
           },
-          "properties": {
-            "description": "Method description."
-          }
-        },
-        {
-          "id": "<id:3>",
-          "location": {
-            "type": "MODEL",
-            "name": "<name:1>"
+          {
+            "id": "<id:2>",
+            "location": {
+              "method": "GET",
+              "path": "/",
+              "type": "METHOD"
+            },
+            "properties": {
+              "description": "Method description."
+            }
           },
-          "properties": {
-            "title": "<name:1> Schema"
-          }
-        },
-        {
-          "id": "<id:4>",
-          "location": {
-            "type": "RESPONSE",
-            "path": "/",
-            "method": "GET",
-            "statusCode": "200"
+          {
+            "id": "<id:3>",
+            "location": {
+              "name": "<name:1>",
+              "type": "MODEL"
+            },
+            "properties": {
+              "title": "<name:1> Schema"
+            }
           },
-          "properties": {
-            "description": "200 response"
+          {
+            "id": "<id:4>",
+            "location": {
+              "method": "GET",
+              "path": "/",
+              "statusCode": "200",
+              "type": "RESPONSE"
+            },
+            "properties": {
+              "description": "200 response"
+            }
           }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
         }
-      ],
+      },
       "import-documentation-parts": {
         "ids": [
           "<id:5>",
@@ -3405,6 +3411,60 @@
           "HTTPHeaders": {},
           "HTTPStatusCode": 200
         }
+      },
+      "get-documentations-parts-after-import": {
+        "items": [
+          {
+            "id": "<id:5>",
+            "location": {
+              "type": "API"
+            },
+            "properties": {
+              "description": "API description",
+              "info": {
+                "description": "API info description 4",
+                "version": "API info version 3"
+              }
+            }
+          },
+          {
+            "id": "<id:6>",
+            "location": {
+              "method": "GET",
+              "path": "/",
+              "type": "METHOD"
+            },
+            "properties": {
+              "description": "Method description."
+            }
+          },
+          {
+            "id": "<id:7>",
+            "location": {
+              "name": "<name:1>",
+              "type": "MODEL"
+            },
+            "properties": {
+              "title": "<name:1> Schema"
+            }
+          },
+          {
+            "id": "<id:8>",
+            "location": {
+              "method": "GET",
+              "path": "/",
+              "statusCode": "200",
+              "type": "RESPONSE"
+            },
+            "properties": {
+              "description": "200 response"
+            }
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
       }
     }
   },
diff --git a/tests/aws/services/apigateway/test_apigateway_api.validation.json b/tests/aws/services/apigateway/test_apigateway_api.validation.json
index c5fc7c20d3ecd..911b6f289e0dc 100644
--- a/tests/aws/services/apigateway/test_apigateway_api.validation.json
+++ b/tests/aws/services/apigateway/test_apigateway_api.validation.json
@@ -9,7 +9,13 @@
     "last_validated_date": "2024-04-15T20:52:34+00:00"
   },
   "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiDocumentationPart::test_import_documentation_parts": {
-    "last_validated_date": "2024-04-15T20:56:45+00:00"
+    "last_validated_date": "2026-02-09T18:59:24+00:00",
+    "durations_in_seconds": {
+      "setup": 0.92,
+      "call": 2.22,
+      "teardown": 0.3,
+      "total": 3.44
+    }
   },
   "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayApiDocumentationPart::test_import_documentation_parts_bad_file": {
     "last_validated_date": "2025-11-18T17:21:35+00:00",
diff --git a/tests/aws/services/kms/test_kms.py b/tests/aws/services/kms/test_kms.py
index d4b3ee71a8885..3a528d5103288 100644
--- a/tests/aws/services/kms/test_kms.py
+++ b/tests/aws/services/kms/test_kms.py
@@ -1415,7 +1415,7 @@ def test_key_rotations_encryption_decryption(self, kms_create_key, aws_client, s
                 EncryptionAlgorithm="SYMMETRIC_DEFAULT",
             )
 
-        snapshot.match("bad-ciphertext", e.value)
+        snapshot.match("bad-ciphertext", e.value.response)
 
     @markers.aws.validated
     def test_key_rotations_limits(self, kms_create_key, aws_client, snapshot):
diff --git a/tests/aws/services/kms/test_kms.snapshot.json b/tests/aws/services/kms/test_kms.snapshot.json
index cd0eb9d349779..50b243450ab2a 100644
--- a/tests/aws/services/kms/test_kms.snapshot.json
+++ b/tests/aws/services/kms/test_kms.snapshot.json
@@ -2206,9 +2206,18 @@
     "recorded-content": {}
   },
   "tests/aws/services/kms/test_kms.py::TestKMS::test_key_rotations_encryption_decryption": {
-    "recorded-date": "03-04-2025, 09:34:48",
+    "recorded-date": "09-02-2026, 19:06:42",
     "recorded-content": {
-      "bad-ciphertext": "An error occurred (InvalidCiphertextException) when calling the Decrypt operation: "
+      "bad-ciphertext": {
+        "Error": {
+          "Code": "InvalidCiphertextException",
+          "Message": ""
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
     }
   },
   "tests/aws/services/kms/test_kms.py::TestKMS::test_key_rotations_limits": {
diff --git a/tests/aws/services/kms/test_kms.validation.json b/tests/aws/services/kms/test_kms.validation.json
index d578a9d57de0e..d06d7323d49c6 100644
--- a/tests/aws/services/kms/test_kms.validation.json
+++ b/tests/aws/services/kms/test_kms.validation.json
@@ -351,7 +351,13 @@
     }
   },
   "tests/aws/services/kms/test_kms.py::TestKMS::test_key_rotations_encryption_decryption": {
-    "last_validated_date": "2025-04-03T09:34:47+00:00"
+    "last_validated_date": "2026-02-09T19:06:42+00:00",
+    "durations_in_seconds": {
+      "setup": 0.49,
+      "call": 1.13,
+      "teardown": 0.12,
+      "total": 1.74
+    }
   },
   "tests/aws/services/kms/test_kms.py::TestKMS::test_key_rotations_limits": {
     "last_validated_date": "2025-04-03T11:10:33+00:00"

From 17e97ccf2b5d3194effcd211fc670487e038eed6 Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Wed, 11 Feb 2026 13:01:04 +0100
Subject: [PATCH 617/697] RGTA/EC2: skip RGTA EC2 test in Pro (#13743)

---
 tests/aws/services/resourcegroupstaggingapi/test_rgsa.py | 5 +++++
 1 file changed, 5 insertions(+)

diff --git a/tests/aws/services/resourcegroupstaggingapi/test_rgsa.py b/tests/aws/services/resourcegroupstaggingapi/test_rgsa.py
index 60e85f094c495..83c5a0b8102c8 100644
--- a/tests/aws/services/resourcegroupstaggingapi/test_rgsa.py
+++ b/tests/aws/services/resourcegroupstaggingapi/test_rgsa.py
@@ -1,7 +1,12 @@
+import pytest
+
 from localstack.testing.pytest import markers
+from localstack.utils.analytics.metadata import is_license_activated
 
 
 class TestRGSAIntegrations:
+    # TODO: figure out a better way, maybe via marker? e.g. @markers.localstack.ext
+    @pytest.mark.skipif(condition=not is_license_activated(), reason="integration test with pro")
     @markers.aws.validated
     @markers.snapshot.skip_snapshot_verify(paths=["$..PaginationToken"])
     def test_get_resources(self, aws_client, cleanups, snapshot):

From 41e8292cc94b73d25aa71edfaccf62d2f17a0182 Mon Sep 17 00:00:00 2001
From: Silvio Vasiljevic <silvio.vasiljevic@gmail.com>
Date: Wed, 11 Feb 2026 18:09:47 +0100
Subject: [PATCH 618/697] Remove CLI code from core repository (#13704)

Co-authored-by: Alexander Rashed <alexander.rashed@localstack.cloud>
---
 .github/workflows/tests-cli.yml               | 121 ---
 CODEOWNERS                                    |   5 -
 Dockerfile                                    |   9 +-
 Dockerfile.s3                                 |   4 +-
 bin/localstack                                |  23 -
 bin/localstack.bat                            |   1 -
 localstack-core/localstack/cli/__init__.py    |  10 -
 localstack-core/localstack/cli/console.py     |  11 -
 localstack-core/localstack/cli/localstack.py  | 961 ------------------
 localstack-core/localstack/cli/main.py        |  22 -
 localstack-core/localstack/cli/plugin.py      |  39 -
 localstack-core/localstack/cli/plugins.py     | 134 ---
 localstack-core/localstack/cli/profiles.py    |  65 --
 .../localstack/dev/run/__main__.py            |   4 +-
 localstack-core/localstack/utils/bootstrap.py |   5 +-
 pyproject.toml                                |   2 -
 tests/cli/__init__.py                         |   2 -
 tests/cli/conftest.py                         |  10 -
 tests/cli/test_cli.py                         | 340 -------
 tests/unit/cli/test_cli.py                    | 336 ------
 tests/unit/cli/test_profiles.py               | 148 ---
 21 files changed, 15 insertions(+), 2237 deletions(-)
 delete mode 100644 .github/workflows/tests-cli.yml
 delete mode 100755 bin/localstack
 delete mode 100644 bin/localstack.bat
 delete mode 100644 localstack-core/localstack/cli/console.py
 delete mode 100644 localstack-core/localstack/cli/localstack.py
 delete mode 100644 localstack-core/localstack/cli/main.py
 delete mode 100644 localstack-core/localstack/cli/plugin.py
 delete mode 100644 localstack-core/localstack/cli/plugins.py
 delete mode 100644 localstack-core/localstack/cli/profiles.py
 delete mode 100644 tests/cli/__init__.py
 delete mode 100644 tests/cli/conftest.py
 delete mode 100644 tests/cli/test_cli.py
 delete mode 100644 tests/unit/cli/test_cli.py
 delete mode 100644 tests/unit/cli/test_profiles.py

diff --git a/.github/workflows/tests-cli.yml b/.github/workflows/tests-cli.yml
deleted file mode 100644
index e628fa32f42b3..0000000000000
--- a/.github/workflows/tests-cli.yml
+++ /dev/null
@@ -1,121 +0,0 @@
-name: CLI Tests
-on:
-  workflow_dispatch:
-    inputs:
-      PYTEST_LOGLEVEL:
-        type: choice
-        description: Loglevel for PyTest
-        options:
-        - DEBUG
-        - INFO
-        - WARNING
-        - ERROR
-        - CRITICAL
-        default: WARNING
-  pull_request:
-    paths:
-      - '**'
-      - '!.github/**'
-      - '.github/workflows/tests-cli.yml'
-      - '!docs/**'
-      - '!scripts/**'
-      - '!.dockerignore'
-      - '!.git-blame-ignore-revs'
-      - '!CODE_OF_CONDUCT.md'
-      - '!CODEOWNERS'
-      - '!CONTRIBUTING.md'
-      - '!docker-compose.yml'
-      - '!docker-compose-pro.yml'
-      - '!Dockerfile*'
-      - '!LICENSE.txt'
-      - '!README.md'
-  push:
-    paths:
-      - '**'
-      - '!.github/**'
-      - '.github/workflows/tests-cli.yml'
-      - '!docs/**'
-      - '!scripts/**'
-      - '!.dockerignore'
-      - '!.git-blame-ignore-revs'
-      - '!CODE_OF_CONDUCT.md'
-      - '!CODEOWNERS'
-      - '!CONTRIBUTING.md'
-      - '!docker-compose.yml'
-      - '!docker-compose-pro.yml'
-      - '!Dockerfile*'
-      - '!LICENSE.txt'
-      - '!README.md'
-    branches:
-      - main
-      - release/*
-
-concurrency:
-  group: ${{ github.workflow }}-${{ github.head_ref || github.run_id }}
-  cancel-in-progress: true
-
-env:
-  # Configure PyTest log level
-  PYTEST_LOGLEVEL: "${{ inputs.PYTEST_LOGLEVEL || 'WARNING' }}"
-  # Set non-job-specific environment variables for pytest-tinybird
-  TINYBIRD_URL: https://api.tinybird.co
-  TINYBIRD_DATASOURCE: community_tests_cli
-  TINYBIRD_TOKEN: ${{ secrets.TINYBIRD_CI_TOKEN }}
-  CI_COMMIT_BRANCH: ${{ github.head_ref || github.ref_name }}
-  CI_COMMIT_SHA: ${{ github.sha }}
-  CI_JOB_URL: ${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}/attempts/${{ github.run_attempt }}
-  # report to tinybird if executed on main
-  TINYBIRD_PYTEST_ARGS: "${{ github.repository == 'localstack/localstack' && github.ref == 'refs/heads/main' && '--report-to-tinybird ' || '' }}"
-
-permissions:
-  contents: read # checkout the repository
-
-jobs:
-  cli-tests:
-    runs-on: ubuntu-latest
-    strategy:
-      fail-fast: false
-      matrix:
-        python-version: [ "3.10", "3.11", "3.12", "3.13", "3.14" ]
-    timeout-minutes: 10
-    env:
-      # Set job-specific environment variables for pytest-tinybird
-      CI_JOB_NAME: ${{ github.job }}-${{ matrix.python-version }}
-      CI_JOB_ID: ${{ github.job }}-${{ matrix.python-version }}
-    steps:
-      - name: Checkout
-        uses: actions/checkout@v6
-
-      - name: Set up Python
-        id: setup-python
-        uses: actions/setup-python@v6
-        with:
-          python-version: ${{ matrix.python-version }}
-
-      - name: Install CLI test dependencies
-        run: |
-          make venv
-          source .venv/bin/activate
-          pip install -e .
-          pip install pytest pytest-tinybird
-
-      - name: Run CLI tests
-        env:
-          PYTEST_ADDOPTS: "${{ env.TINYBIRD_PYTEST_ARGS }}-p no:localstack.testing.pytest.fixtures -p no:localstack_snapshot.pytest.snapshot -p no:localstack.testing.pytest.filters -p no:localstack.testing.pytest.fixture_conflicts -p no:localstack.testing.pytest.validation_tracking -p no:localstack.testing.pytest.path_filter -p no:tests.fixtures -p no:localstack.testing.pytest.stepfunctions.fixtures -p no:localstack.testing.pytest.cloudformation.fixtures -s"
-          TEST_PATH: "tests/cli/"
-        run: make test
-
-  push-to-tinybird:
-    if: always() && github.ref == 'refs/heads/main' && github.repository == 'localstack/localstack'
-    runs-on: ubuntu-latest
-    needs: cli-tests
-    permissions:
-      actions: read
-    steps:
-      - name: Push to Tinybird
-        uses: localstack/tinybird-workflow-push@v3
-        with:
-          workflow_id: "tests_cli"
-          tinybird_token: ${{ secrets.TINYBIRD_CI_TOKEN }}
-          github_token: ${{ secrets.GITHUB_TOKEN }}
-          tinybird_datasource: "ci_workflows"
diff --git a/CODEOWNERS b/CODEOWNERS
index e1cab9b334ad8..7c2b23683db50 100644
--- a/CODEOWNERS
+++ b/CODEOWNERS
@@ -37,11 +37,6 @@
 # you can overwrite this for single services afterwards
 /localstack-core/localstack/aws/api/
 
-# CLI
-/localstack-core/localstack/cli/ @thrau @alexrashed
-/tests/unit/cli/ @thrau @alexrashed
-/tests/cli/ @thrau @alexrashed
-
 # Plugins
 /localstack-core/localstack/plugins.py @thrau
 /localstack-core/localstack/config.py @thrau
diff --git a/Dockerfile b/Dockerfile
index 1f3b4fb932d4f..3dcc9338aeb71 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -113,7 +113,7 @@ RUN --mount=type=cache,target=/root/.cache \
 # add files necessary to install runtime dependencies
 ADD Makefile pyproject.toml requirements-runtime.txt ./
 # add the localstack start scripts (necessary for the installation of the runtime dependencies, i.e. `pip install -e .`)
-ADD bin/localstack bin/localstack.bat bin/localstack-supervisor bin/
+ADD bin/localstack-supervisor bin/
 
 # Install dependencies for running the LocalStack runtime
 RUN --mount=type=cache,target=/root/.cache\
@@ -131,7 +131,7 @@ ARG LOCALSTACK_BUILD_VERSION
 # add project files necessary to install all dependencies
 ADD Makefile pyproject.toml plux.ini ./
 # add the localstack start scripts (necessary for the installation of the runtime dependencies, i.e. `pip install -e .`)
-ADD bin/localstack bin/localstack.bat bin/localstack-supervisor bin/
+ADD bin/localstack-supervisor bin/
 
 # add the code as late as possible
 ADD localstack-core/ /opt/code/localstack/localstack-core
@@ -142,6 +142,11 @@ RUN --mount=type=cache,target=/root/.cache \
     SETUPTOOLS_SCM_PRETEND_VERSION_FOR_LOCALSTACK_CORE=${LOCALSTACK_BUILD_VERSION} \
     pip install -e .[runtime]
 
+# Install standalone CLI package
+RUN --mount=type=cache,target=/root/.cache \
+    . .venv/bin/activate && \
+    pip install --upgrade --pre localstack
+
 # Generate service catalog cache in static libs dir
 RUN . .venv/bin/activate && python3 -m localstack.aws.spec
 
diff --git a/Dockerfile.s3 b/Dockerfile.s3
index ad5f5e4a1e4a9..2694df302462a 100644
--- a/Dockerfile.s3
+++ b/Dockerfile.s3
@@ -58,7 +58,7 @@ RUN --mount=type=cache,target=/root/.cache \
 # add files necessary to install all dependencies
 ADD Makefile pyproject.toml requirements-base-runtime.txt ./
 # add the localstack start scripts (necessary for the installation of the runtime dependencies, i.e. `pip install -e .`)
-ADD bin/localstack bin/localstack.bat bin/localstack-supervisor bin/
+ADD bin/localstack-supervisor bin/
 
 # Install dependencies for running the LocalStack base runtime (for S3)
 RUN --mount=type=cache,target=/root/.cache \
@@ -78,7 +78,7 @@ ARG LOCALSTACK_BUILD_VERSION
 # add project files necessary to install all dependencies
 ADD Makefile pyproject.toml plux.ini requirements-base-runtime.txt ./
 # add the localstack start scripts (necessary for the installation of the runtime dependencies, i.e. `pip install -e .`)
-ADD bin/localstack bin/localstack.bat bin/localstack-supervisor bin/
+ADD bin/localstack-supervisor bin/
 
 # add the code as late as possible
 ADD localstack-core/ /opt/code/localstack/localstack-core
diff --git a/bin/localstack b/bin/localstack
deleted file mode 100755
index 5cd199565d8bf..0000000000000
--- a/bin/localstack
+++ /dev/null
@@ -1,23 +0,0 @@
-#!/usr/bin/env python3
-
-import glob
-import os
-import sys
-
-PARENT_FOLDER = os.path.realpath(os.path.join(os.path.dirname(os.path.realpath(__file__)), ".."))
-venv_dir = os.path.join(PARENT_FOLDER, ".venv")
-insert_pos = min(len(sys.path), 2)
-if os.path.isdir(venv_dir):
-    for path in glob.glob(os.path.join(venv_dir, "lib/python*/site-packages")):
-        sys.path.insert(insert_pos, path)
-    sys.path.insert(insert_pos, PARENT_FOLDER)
-
-
-def main():
-    from localstack.cli import main
-
-    main.main()
-
-
-if __name__ == "__main__":
-    main()
diff --git a/bin/localstack.bat b/bin/localstack.bat
deleted file mode 100644
index 05370a69c42ef..0000000000000
--- a/bin/localstack.bat
+++ /dev/null
@@ -1 +0,0 @@
-python "%~dp0\localstack" %*
diff --git a/localstack-core/localstack/cli/__init__.py b/localstack-core/localstack/cli/__init__.py
index fb0407e19e65e..e69de29bb2d1d 100644
--- a/localstack-core/localstack/cli/__init__.py
+++ b/localstack-core/localstack/cli/__init__.py
@@ -1,10 +0,0 @@
-from .console import console
-from .plugin import LocalstackCli, LocalstackCliPlugin
-
-name = "cli"
-
-__all__ = [
-    "console",
-    "LocalstackCli",
-    "LocalstackCliPlugin",
-]
diff --git a/localstack-core/localstack/cli/console.py b/localstack-core/localstack/cli/console.py
deleted file mode 100644
index 24bda10813744..0000000000000
--- a/localstack-core/localstack/cli/console.py
+++ /dev/null
@@ -1,11 +0,0 @@
-from rich.console import Console
-
-BANNER = r"""
-     __                     _______ __             __
-    / /   ____  _________ _/ / ___// /_____ ______/ /__
-   / /   / __ \/ ___/ __ `/ /\__ \/ __/ __ `/ ___/ //_/
-  / /___/ /_/ / /__/ /_/ / /___/ / /_/ /_/ / /__/ ,<
- /_____/\____/\___/\__,_/_//____/\__/\__,_/\___/_/|_|
-"""
-
-console = Console()
diff --git a/localstack-core/localstack/cli/localstack.py b/localstack-core/localstack/cli/localstack.py
deleted file mode 100644
index 4201cee94e447..0000000000000
--- a/localstack-core/localstack/cli/localstack.py
+++ /dev/null
@@ -1,961 +0,0 @@
-import json
-import logging
-import os
-import sys
-import traceback
-from typing import TypedDict
-
-import click
-import requests
-
-from localstack import config
-from localstack.cli.exceptions import CLIError
-from localstack.constants import VERSION
-from localstack.utils.analytics.cli import publish_invocation
-from localstack.utils.bootstrap import get_container_default_logfile_location
-from localstack.utils.json import CustomEncoder
-
-from .console import BANNER, console
-from .plugin import LocalstackCli, load_cli_plugins
-
-
-class LocalStackCliGroup(click.Group):
-    """
-    A Click group used for the top-level ``localstack`` command group. It implements global exception handling
-    by:
-
-    - Ignoring click exceptions (already handled)
-    - Handling common exceptions (like DockerNotAvailable)
-    - Wrapping all unexpected exceptions in a ClickException (for a unified error message)
-
-    It also implements a custom help formatter to build more fine-grained groups.
-    """
-
-    # FIXME: find a way to communicate this from the actual command
-    advanced_commands = [
-        "aws",
-        "dns",
-        "extensions",
-        "license",
-        "login",
-        "logout",
-        "pod",
-        "state",
-        "ephemeral",
-        "replicator",
-    ]
-
-    def invoke(self, ctx: click.Context):
-        try:
-            return super().invoke(ctx)
-        except click.exceptions.Exit:
-            # raise Exit exceptions unmodified (e.g., raised on --help)
-            raise
-        except click.ClickException:
-            # don't handle ClickExceptions, just reraise
-            if ctx and ctx.params.get("debug"):
-                click.echo(traceback.format_exc())
-            raise
-        except Exception as e:
-            if ctx and ctx.params.get("debug"):
-                click.echo(traceback.format_exc())
-            from localstack.utils.container_utils.container_client import (
-                ContainerException,
-                DockerNotAvailable,
-            )
-
-            if isinstance(e, DockerNotAvailable):
-                raise CLIError(
-                    "Docker could not be found on the system.\n"
-                    "Please make sure that you have a working docker environment on your machine."
-                )
-            elif isinstance(e, ContainerException):
-                raise CLIError(e.message)
-            else:
-                # If we have a generic exception, we wrap it in a ClickException
-                raise CLIError(str(e)) from e
-
-    def format_commands(self, ctx: click.Context, formatter: click.HelpFormatter) -> None:
-        """Extra format methods for multi methods that adds all the commands after the options. It also
-        groups commands into command categories."""
-        categories = {"Commands": [], "Advanced": [], "Deprecated": []}
-
-        commands = []
-        for subcommand in self.list_commands(ctx):
-            cmd = self.get_command(ctx, subcommand)
-            # What is this, the tool lied about a command.  Ignore it
-            if cmd is None:
-                continue
-            if cmd.hidden:
-                continue
-
-            commands.append((subcommand, cmd))
-
-        # allow for 3 times the default spacing
-        if len(commands):
-            limit = formatter.width - 6 - max(len(cmd[0]) for cmd in commands)
-
-            for subcommand, cmd in commands:
-                help = cmd.get_short_help_str(limit)
-                categories[self._get_category(cmd)].append((subcommand, help))
-
-        for category, rows in categories.items():
-            if rows:
-                with formatter.section(category):
-                    formatter.write_dl(rows)
-
-    def _get_category(self, cmd) -> str:
-        if cmd.deprecated:
-            return "Deprecated"
-
-        if cmd.name in self.advanced_commands:
-            return "Advanced"
-
-        return "Commands"
-
-
-def create_with_plugins() -> LocalstackCli:
-    """
-    Creates a LocalstackCli instance with all cli plugins loaded.
-    :return: a LocalstackCli instance
-    """
-    cli = LocalstackCli()
-    cli.group = localstack
-    load_cli_plugins(cli)
-    return cli
-
-
-def _setup_cli_debug() -> None:
-    from localstack.logging.setup import setup_logging_for_cli
-
-    config.DEBUG = True
-    os.environ["DEBUG"] = "1"
-
-    setup_logging_for_cli(logging.DEBUG if config.DEBUG else logging.INFO)
-
-
-# Re-usable format option decorator which can be used across multiple commands
-_click_format_option = click.option(
-    "-f",
-    "--format",
-    "format_",
-    type=click.Choice(["table", "plain", "dict", "json"]),
-    default="table",
-    help="The formatting style for the command output.",
-)
-
-
-@click.group(
-    name="localstack",
-    help="The LocalStack Command Line Interface (CLI)",
-    cls=LocalStackCliGroup,
-    context_settings={
-        # add "-h" as a synonym for "--help"
-        # https://click.palletsprojects.com/en/8.1.x/documentation/#help-parameter-customization
-        "help_option_names": ["-h", "--help"],
-        # show default values for options by default - https://github.com/pallets/click/pull/1225
-        "show_default": True,
-    },
-)
-@click.version_option(
-    VERSION,
-    "--version",
-    "-v",
-    message="LocalStack CLI %(version)s",
-    help="Show the version of the LocalStack CLI and exit",
-)
-@click.option("-d", "--debug", is_flag=True, help="Enable CLI debugging mode")
-@click.option("-p", "--profile", type=str, help="Set the configuration profile")
-def localstack(debug, profile) -> None:
-    # --profile is read manually in localstack.cli.main because it needs to be read before localstack.config is read
-
-    if debug:
-        _setup_cli_debug()
-
-    from localstack.utils.files import cache_dir
-
-    # overwrite the config variable here to defer import of cache_dir
-    if not os.environ.get("LOCALSTACK_VOLUME_DIR", "").strip():
-        config.VOLUME_DIR = str(cache_dir() / "volume")
-
-    # FIXME: at some point we should remove the use of `config.dirs` for the CLI,
-    #  see https://github.com/localstack/localstack/pull/7906
-    config.dirs.for_cli().mkdirs()
-
-
-@localstack.group(
-    name="config",
-    short_help="Manage your LocalStack config",
-)
-def localstack_config() -> None:
-    """
-    Inspect and validate your LocalStack configuration.
-    """
-    pass
-
-
-@localstack_config.command(name="show", short_help="Show your config")
-@_click_format_option
-@publish_invocation
-def cmd_config_show(format_: str) -> None:
-    """
-    Print the current LocalStack config values.
-
-    This command prints the LocalStack configuration values from your environment.
-    It analyzes the environment variables as well as the LocalStack CLI profile.
-    It does _not_ analyze a specific file (like a docker-compose-yml).
-    """
-    # TODO: parse values from potential docker-compose file?
-    assert config
-
-    try:
-        # only load the pro config if it's available
-        from localstack.pro.core import config as pro_config
-
-        assert pro_config
-    except ImportError:
-        # the pro package is not available
-        return None
-
-    if format_ == "table":
-        _print_config_table()
-    elif format_ == "plain":
-        _print_config_pairs()
-    elif format_ == "dict":
-        _print_config_dict()
-    elif format_ == "json":
-        _print_config_json()
-    else:
-        _print_config_pairs()  # fall back to plain
-
-
-@localstack_config.command(name="validate", short_help="Validate your config")
-@click.option(
-    "-f",
-    "--file",
-    help="Path to compose file",
-    default="docker-compose.yml",
-    type=click.Path(exists=True, file_okay=True, readable=True),
-)
-@publish_invocation
-def cmd_config_validate(file: str) -> None:
-    """
-    Validate your LocalStack configuration (docker compose).
-
-    This command inspects the given docker-compose file (by default docker-compose.yml in the current working
-    directory) and validates if the configuration is valid.
-
-    \b
-    It will show an error and return a non-zero exit code if:
-    - The docker-compose file is syntactically incorrect.
-    - If the file contains common issues when configuring LocalStack.
-    """
-
-    from localstack.utils import bootstrap
-
-    if bootstrap.validate_localstack_config(file):
-        console.print("[green]:heavy_check_mark:[/green] config valid")
-        sys.exit(0)
-    else:
-        console.print("[red]:heavy_multiplication_x:[/red] validation error")
-        sys.exit(1)
-
-
-def _print_config_json() -> None:
-    import json
-
-    console.print(json.dumps(dict(config.collect_config_items()), cls=CustomEncoder))
-
-
-def _print_config_pairs() -> None:
-    for key, value in config.collect_config_items():
-        console.print(f"{key}={value}")
-
-
-def _print_config_dict() -> None:
-    console.print(dict(config.collect_config_items()))
-
-
-def _print_config_table() -> None:
-    from rich.table import Table
-
-    grid = Table(show_header=True)
-    grid.add_column("Key")
-    grid.add_column("Value")
-
-    for key, value in config.collect_config_items():
-        grid.add_row(key, str(value))
-
-    console.print(grid)
-
-
-@localstack.group(
-    name="status",
-    short_help="Query status info",
-    invoke_without_command=True,
-)
-@click.pass_context
-def localstack_status(ctx: click.Context) -> None:
-    """
-    Query status information about the currently running LocalStack instance.
-    """
-    if ctx.invoked_subcommand is None:
-        ctx.invoke(localstack_status.get_command(ctx, "docker"))
-
-
-@localstack_status.command(name="docker", short_help="Query LocalStack Docker status")
-@_click_format_option
-def cmd_status_docker(format_: str) -> None:
-    """
-    Query information about the currently running LocalStack Docker image, its container,
-    and the LocalStack runtime.
-    """
-    with console.status("Querying Docker status"):
-        _print_docker_status(format_)
-
-
-class DockerStatus(TypedDict, total=False):
-    running: bool
-    runtime_version: str
-    image_tag: str
-    image_id: str
-    image_created: str
-    container_name: str | None
-    container_ip: str | None
-
-
-def _print_docker_status(format_: str) -> None:
-    from localstack.utils import docker_utils
-    from localstack.utils.bootstrap import get_docker_image_details, get_server_version
-    from localstack.utils.container_networking import get_main_container_ip, get_main_container_name
-
-    img = get_docker_image_details()
-    cont_name = config.MAIN_CONTAINER_NAME
-    running = docker_utils.DOCKER_CLIENT.is_container_running(cont_name)
-    status = DockerStatus(
-        runtime_version=get_server_version(),
-        image_tag=img["tag"],
-        image_id=img["id"],
-        image_created=img["created"],
-        running=running,
-    )
-    if running:
-        status["container_name"] = get_main_container_name()
-        status["container_ip"] = get_main_container_ip()
-
-    if format_ == "dict":
-        console.print(status)
-    if format_ == "table":
-        _print_docker_status_table(status)
-    if format_ == "json":
-        console.print(json.dumps(status))
-    if format_ == "plain":
-        for key, value in status.items():
-            console.print(f"{key}={value}")
-
-
-def _print_docker_status_table(status: DockerStatus) -> None:
-    from rich.table import Table
-
-    grid = Table(show_header=False)
-    grid.add_column()
-    grid.add_column()
-
-    grid.add_row("Runtime version", f"[bold]{status['runtime_version']}[/bold]")
-    grid.add_row(
-        "Docker image",
-        f"tag: {status['image_tag']}, "
-        f"id: {status['image_id']}, "
-        f":calendar: {status['image_created']}",
-    )
-    cont_status = "[bold][red]:heavy_multiplication_x: stopped"
-    if status["running"]:
-        cont_status = (
-            f"[bold][green]:heavy_check_mark: running[/green][/bold] "
-            f'(name: "[italic]{status["container_name"]}[/italic]", IP: {status["container_ip"]})'
-        )
-    grid.add_row("Runtime status", cont_status)
-    console.print(grid)
-
-
-@localstack_status.command(name="services", short_help="Query LocalStack services status")
-@_click_format_option
-def cmd_status_services(format_: str) -> None:
-    """
-    Query information about the services of the currently running LocalStack instance.
-    """
-    url = config.external_service_url()
-
-    try:
-        health = requests.get(f"{url}/_localstack/health", timeout=2)
-        doc = health.json()
-        services = doc.get("services", [])
-        if format_ == "table":
-            _print_service_table(services)
-        if format_ == "plain":
-            for service, status in services.items():
-                console.print(f"{service}={status}")
-        if format_ == "dict":
-            console.print(services)
-        if format_ == "json":
-            console.print(json.dumps(services))
-    except requests.ConnectionError:
-        if config.DEBUG:
-            console.print_exception()
-        raise CLIError(f"could not connect to LocalStack health endpoint at {url}")
-
-
-def _print_service_table(services: dict[str, str]) -> None:
-    from rich.table import Table
-
-    status_display = {
-        "running": "[green]:heavy_check_mark:[/green] running",
-        "starting": ":hourglass_flowing_sand: starting",
-        "available": "[grey]:heavy_check_mark:[/grey] available",
-        "error": "[red]:heavy_multiplication_x:[/red] error",
-    }
-
-    table = Table()
-    table.add_column("Service")
-    table.add_column("Status")
-
-    services = list(services.items())
-    services.sort(key=lambda item: item[0])
-
-    for service, status in services:
-        if status in status_display:
-            status = status_display[status]
-
-        table.add_row(service, status)
-
-    console.print(table)
-
-
-@localstack.command(name="start", short_help="Start LocalStack")
-@click.option("--docker", is_flag=True, help="Start LocalStack in a docker container [default]")
-@click.option("--host", is_flag=True, help="Start LocalStack directly on the host", deprecated=True)
-@click.option("--no-banner", is_flag=True, help="Disable LocalStack banner", default=False)
-@click.option(
-    "-d", "--detached", is_flag=True, help="Start LocalStack in the background", default=False
-)
-@click.option(
-    "--network",
-    type=str,
-    help="The container network the LocalStack container should be started in. By default, the default docker bridge network is used.",
-    required=False,
-)
-@click.option(
-    "--env",
-    "-e",
-    help="Additional environment variables that are passed to the LocalStack container",
-    multiple=True,
-    required=False,
-)
-@click.option(
-    "--publish",
-    "-p",
-    help="Additional port mappings that are passed to the LocalStack container",
-    multiple=True,
-    required=False,
-)
-@click.option(
-    "--volume",
-    "-v",
-    help="Additional volume mounts that are passed to the LocalStack container",
-    multiple=True,
-    required=False,
-)
-@click.option(
-    "--host-dns",
-    help="Expose the LocalStack DNS server to the host using port bindings.",
-    required=False,
-    is_flag=True,
-    default=False,
-)
-@click.option(
-    "--stack",
-    "-s",
-    type=str,
-    help="Use a specific stack with optional version. Examples: [localstack:4.5, snowflake]",
-    required=False,
-)
-@publish_invocation
-def cmd_start(
-    docker: bool,
-    host: bool,
-    no_banner: bool,
-    detached: bool,
-    network: str = None,
-    env: tuple = (),
-    publish: tuple = (),
-    volume: tuple = (),
-    host_dns: bool = False,
-    stack: str = None,
-) -> None:
-    """
-    Start the LocalStack runtime.
-
-    This command starts the LocalStack runtime with your current configuration.
-    By default, it will start a new Docker container from the latest LocalStack(-Pro) Docker image
-    with best-practice volume mounts and port mappings.
-    """
-    if docker and host:
-        raise CLIError("Please specify either --docker or --host")
-    if host and detached:
-        raise CLIError("Cannot start detached in host mode")
-
-    if stack:
-        # Validate allowed stacks
-        stack_name = stack.split(":")[0]
-        allowed_stacks = ("localstack", "localstack-pro", "snowflake")
-        if stack_name.lower() not in allowed_stacks:
-            raise CLIError(f"Invalid stack '{stack_name}'. Allowed stacks: {allowed_stacks}.")
-
-        # Set IMAGE_NAME, defaulting to :latest if no version specified
-        if ":" not in stack:
-            stack = f"{stack}:latest"
-        os.environ["IMAGE_NAME"] = f"localstack/{stack}"
-
-    if not no_banner:
-        print_banner()
-        print_version()
-        print_profile()
-        print_app()
-        console.line()
-
-    # check if we are about to activate Pro, if not raise a warning about the upcoming changes
-    # LOCALSTACK_ACTIVATE_PRO is set by the Pro config if the auth token is cached or explicitly set in the env
-    if not config.is_env_true("LOCALSTACK_ACTIVATE_PRO"):
-        console.log(
-            "Warning: You are starting LocalStack without an auth token. "
-            "Starting in March 2026, LocalStack will require an auth token. "
-            "Go to this page for more infos: https://localstack.cloud/2026-updates",
-            style="bold red",
-        )
-
-    from localstack.utils import bootstrap
-
-    if not no_banner:
-        if host:
-            console.log("starting LocalStack in host mode :laptop_computer:")
-        else:
-            console.log("starting LocalStack in Docker mode :whale:")
-
-    if host:
-        console.log(
-            "Warning: Starting LocalStack in host mode from the CLI is deprecated and will be removed soon. Please use the default Docker mode instead.",
-            style="bold red",
-        )
-
-        # call hooks to prepare host
-        bootstrap.prepare_host(console)
-
-        # from here we abandon the regular CLI control path and start treating the process like a localstack
-        # runtime process
-        os.environ["LOCALSTACK_CLI"] = "0"
-        config.dirs = config.init_directories()
-
-        try:
-            bootstrap.start_infra_locally()
-        except ImportError:
-            if config.DEBUG:
-                console.print_exception()
-            raise CLIError(
-                "It appears you have a light install of localstack which only supports running in docker.\n"
-                "If you would like to use --host, please install localstack with Python using "
-                "`pip install localstack[runtime]` instead."
-            )
-    else:
-        # make sure to initialize the bootstrap environment and directories for the host (even if we're executing
-        # in Docker), to allow starting the container from within other containers (e.g., Github Codespaces).
-        config.OVERRIDE_IN_DOCKER = False
-        config.is_in_docker = False
-        config.dirs = config.init_directories()
-
-        # call hooks to prepare host (note that this call should stay below the config overrides above)
-        bootstrap.prepare_host(console)
-
-        # pass the parsed cli params to the start infra command
-        params = click.get_current_context().params
-
-        if network:
-            # reconciles the network config and makes sure that MAIN_DOCKER_NETWORK is set automatically if
-            # `--network` is set.
-            if config.MAIN_DOCKER_NETWORK:
-                if config.MAIN_DOCKER_NETWORK != network:
-                    raise CLIError(
-                        f"Values of MAIN_DOCKER_NETWORK={config.MAIN_DOCKER_NETWORK} and --network={network} "
-                        f"do not match"
-                    )
-            else:
-                config.MAIN_DOCKER_NETWORK = network
-                os.environ["MAIN_DOCKER_NETWORK"] = network
-
-        if detached:
-            bootstrap.start_infra_in_docker_detached(console, params)
-        else:
-            bootstrap.start_infra_in_docker(console, params)
-
-
-@localstack.command(name="stop", short_help="Stop LocalStack")
-@publish_invocation
-def cmd_stop() -> None:
-    """
-    Stops the current LocalStack runtime.
-
-    This command stops the currently running LocalStack docker container.
-    By default, this command looks for a container named `localstack-main` (which is the default
-    container name used by the `localstack start` command).
-    If your LocalStack container has a different name, set the config variable
-    `MAIN_CONTAINER_NAME`.
-    """
-    from localstack.utils.docker_utils import DOCKER_CLIENT
-
-    from ..utils.container_utils.container_client import NoSuchContainer
-
-    container_name = config.MAIN_CONTAINER_NAME
-
-    try:
-        DOCKER_CLIENT.stop_container(container_name)
-        console.print(f"container stopped: {container_name}")
-    except NoSuchContainer:
-        raise CLIError(
-            f'Expected a running LocalStack container named "{container_name}", but found none'
-        )
-
-
-@localstack.command(name="restart", short_help="Restart LocalStack")
-@publish_invocation
-def cmd_restart() -> None:
-    """
-    Restarts the current LocalStack runtime.
-    """
-    url = config.external_service_url()
-
-    try:
-        response = requests.post(
-            f"{url}/_localstack/health",
-            json={"action": "restart"},
-        )
-        response.raise_for_status()
-        console.print("LocalStack restarted within the container.")
-    except requests.ConnectionError:
-        if config.DEBUG:
-            console.print_exception()
-        raise CLIError("could not restart the LocalStack container")
-
-
-@localstack.command(
-    name="logs",
-    short_help="Show LocalStack logs",
-)
-@click.option(
-    "-f",
-    "--follow",
-    is_flag=True,
-    help="Block the terminal and follow the log output",
-    default=False,
-)
-@click.option(
-    "-n",
-    "--tail",
-    type=int,
-    help="Print only the last <N> lines of the log output",
-    default=None,
-    metavar="N",
-)
-@publish_invocation
-def cmd_logs(follow: bool, tail: int) -> None:
-    """
-    Show the logs of the current LocalStack runtime.
-
-    This command shows the logs of the currently running LocalStack docker container.
-    By default, this command looks for a container named `localstack-main` (which is the default
-    container name used by the `localstack start` command).
-    If your LocalStack container has a different name, set the config variable
-    `MAIN_CONTAINER_NAME`.
-    """
-    from localstack.utils.docker_utils import DOCKER_CLIENT
-
-    container_name = config.MAIN_CONTAINER_NAME
-    logfile = get_container_default_logfile_location(container_name)
-
-    if not DOCKER_CLIENT.is_container_running(container_name):
-        console.print("localstack container not running")
-        if os.path.exists(logfile):
-            console.print("printing logs from previous run")
-            with open(logfile) as fd:
-                for line in fd:
-                    click.echo(line, nl=False)
-        sys.exit(1)
-
-    if follow:
-        num_lines = 0
-        for line in DOCKER_CLIENT.stream_container_logs(container_name):
-            print(line.decode("utf-8").rstrip("\r\n"))
-            num_lines += 1
-            if tail is not None and num_lines >= tail:
-                break
-
-    else:
-        logs = DOCKER_CLIENT.get_container_logs(container_name)
-        if tail is not None:
-            logs = "\n".join(logs.split("\n")[-tail:])
-        print(logs)
-
-
-@localstack.command(name="wait", short_help="Wait for LocalStack")
-@click.option(
-    "-t",
-    "--timeout",
-    type=float,
-    help="Only wait for <N> seconds before raising a timeout error",
-    default=None,
-    metavar="N",
-)
-@publish_invocation
-def cmd_wait(timeout: float | None = None) -> None:
-    """
-    Wait for the LocalStack runtime to be up and running.
-
-    This commands waits for a started LocalStack runtime to be up and running, ready to serve
-    requests.
-    By default, this command looks for a container named `localstack-main` (which is the default
-    container name used by the `localstack start` command).
-    If your LocalStack container has a different name, set the config variable
-    `MAIN_CONTAINER_NAME`.
-    """
-    from localstack.utils.bootstrap import wait_container_is_ready
-
-    if not wait_container_is_ready(timeout=timeout):
-        raise CLIError("timeout")
-
-
-@localstack.command(name="ssh", short_help="Obtain a shell in LocalStack")
-@publish_invocation
-def cmd_ssh() -> None:
-    """
-    Obtain a shell in the current LocalStack runtime.
-
-    This command starts a new interactive shell in the currently running LocalStack container.
-    By default, this command looks for a container named `localstack-main` (which is the default
-    container name used by the `localstack start` command).
-    If your LocalStack container has a different name, set the config variable
-    `MAIN_CONTAINER_NAME`.
-    """
-    from localstack.utils.docker_utils import DOCKER_CLIENT
-
-    if not DOCKER_CLIENT.is_container_running(config.MAIN_CONTAINER_NAME):
-        raise CLIError(
-            f'Expected a running LocalStack container named "{config.MAIN_CONTAINER_NAME}", but found none'
-        )
-    os.execlp("docker", "docker", "exec", "-it", config.MAIN_CONTAINER_NAME, "bash")
-
-
-@localstack.group(name="update", short_help="Update LocalStack")
-def localstack_update() -> None:
-    """
-    Update different LocalStack components.
-    """
-    pass
-
-
-@localstack_update.command(name="all", short_help="Update all LocalStack components")
-@click.pass_context
-@publish_invocation
-def cmd_update_all(ctx: click.Context) -> None:
-    """
-    Update all LocalStack components.
-
-    This is the same as executing `localstack update localstack-cli` and
-    `localstack update docker-images`.
-    Updating the LocalStack CLI is currently only supported if the CLI
-    is installed and run via Python / PIP. If you used a different installation method,
-    please follow the instructions on https://docs.localstack.cloud/.
-    """
-    ctx.invoke(localstack_update.get_command(ctx, "localstack-cli"))
-    ctx.invoke(localstack_update.get_command(ctx, "docker-images"))
-
-
-@localstack_update.command(name="localstack-cli", short_help="Update LocalStack CLI")
-@publish_invocation
-def cmd_update_localstack_cli() -> None:
-    """
-    Update the LocalStack CLI.
-
-    This command updates the LocalStack CLI. This is currently only supported if the CLI
-    is installed and run via Python / PIP. If you used a different installation method,
-    please follow the instructions on https://docs.localstack.cloud/.
-    """
-    if is_frozen_bundle():
-        # "update" can only be performed if running from source / in a non-frozen interpreter
-        raise CLIError(
-            "The LocalStack CLI can only update itself if installed via PIP. "
-            "Please follow the instructions on https://docs.localstack.cloud/ to update your CLI."
-        )
-
-    import subprocess
-    from subprocess import CalledProcessError
-
-    console.rule("Updating LocalStack CLI")
-    with console.status("Updating LocalStack CLI..."):
-        try:
-            subprocess.check_output(
-                [sys.executable, "-m", "pip", "install", "--upgrade", "localstack"]
-            )
-            console.print(":heavy_check_mark: LocalStack CLI updated")
-        except CalledProcessError:
-            console.print(":heavy_multiplication_x: LocalStack CLI update failed", style="bold red")
-
-
-@localstack_update.command(
-    name="docker-images", short_help="Update docker images LocalStack depends on"
-)
-@publish_invocation
-def cmd_update_docker_images() -> None:
-    """
-    Update all Docker images LocalStack depends on.
-
-    This command updates all Docker LocalStack docker images, as well as other Docker images
-    LocalStack depends on (and which have been used before / are present on the machine).
-    """
-    from localstack.utils.docker_utils import DOCKER_CLIENT
-
-    console.rule("Updating docker images")
-
-    all_images = DOCKER_CLIENT.get_docker_image_names(strip_latest=False)
-    image_prefixes = [
-        "localstack/",
-        "public.ecr.aws/lambda",
-    ]
-    localstack_images = [
-        image
-        for image in all_images
-        if any(
-            image.startswith(image_prefix) or image.startswith(f"docker.io/{image_prefix}")
-            for image_prefix in image_prefixes
-        )
-        and not image.endswith(":<none>")  # ignore dangling images
-    ]
-    update_images(localstack_images)
-
-
-def update_images(image_list: list[str]) -> None:
-    from rich.markup import escape
-    from rich.progress import MofNCompleteColumn, Progress
-
-    from localstack.utils.container_utils.container_client import ContainerException
-    from localstack.utils.docker_utils import DOCKER_CLIENT
-
-    updated_count = 0
-    failed_count = 0
-    progress = Progress(
-        *Progress.get_default_columns(), MofNCompleteColumn(), transient=True, console=console
-    )
-    with progress:
-        for image in progress.track(image_list, description="Processing image..."):
-            try:
-                updated = False
-                hash_before_pull = DOCKER_CLIENT.inspect_image(image_name=image, pull=False)["Id"]
-                DOCKER_CLIENT.pull_image(image)
-                if (
-                    hash_before_pull
-                    != DOCKER_CLIENT.inspect_image(image_name=image, pull=False)["Id"]
-                ):
-                    updated = True
-                    updated_count += 1
-                console.print(
-                    f":heavy_check_mark: Image {escape(image)} {'updated' if updated else 'up-to-date'}.",
-                    style="bold" if updated else None,
-                    highlight=False,
-                )
-            except ContainerException as e:
-                console.print(
-                    f":heavy_multiplication_x: Image {escape(image)} pull failed: {e.message}",
-                    style="bold red",
-                    highlight=False,
-                )
-                failed_count += 1
-    console.rule()
-    console.print(
-        f"Images updated: {updated_count}, Images failed: {failed_count}, total images processed: {len(image_list)}."
-    )
-
-
-@localstack.command(name="completion", short_help="CLI shell completion")
-@click.pass_context
-@click.argument(
-    "shell", required=True, type=click.Choice(["bash", "zsh", "fish"], case_sensitive=False)
-)
-@publish_invocation
-def localstack_completion(ctx: click.Context, shell: str) -> None:
-    """
-     Print shell completion code for the specified shell (bash, zsh, or fish).
-     The shell code must be evaluated to enable the interactive shell completion of LocalStack CLI commands.
-     This is usually done by sourcing it from the .bash_profile.
-
-     \b
-     Examples:
-       # Bash
-       ## Bash completion on Linux depends on the 'bash-completion' package.
-       ## Write the LocalStack CLI completion code for bash to a file and source it from .bash_profile
-       localstack completion bash > ~/.localstack/completion.bash.inc
-       printf "
-       # LocalStack CLI bash completion
-       source '$HOME/.localstack/completion.bash.inc'
-       " >> $HOME/.bash_profile
-       source $HOME/.bash_profile
-    \b
-       # zsh
-       ## Set the LocalStack completion code for zsh to autoload on startup:
-       localstack completion zsh > "${fpath[1]}/_localstack"
-    \b
-       # fish
-       ## Set the LocalStack completion code for fish to autoload on startup:
-       localstack completion fish > ~/.config/fish/completions/localstack.fish
-    """
-
-    # lookup the completion, raise an error if the given completion is not found
-    import click.shell_completion
-
-    comp_cls = click.shell_completion.get_completion_class(shell)
-    if comp_cls is None:
-        raise CLIError("Completion for given shell could not be found.")
-
-    # Click's program name is the base path of sys.argv[0]
-    path = sys.argv[0]
-    prog_name = os.path.basename(path)
-
-    # create the completion variable according to the docs
-    # https://click.palletsprojects.com/en/8.1.x/shell-completion/#enabling-completion
-    complete_var = f"_{prog_name}_COMPLETE".replace("-", "_").upper()
-
-    # instantiate the completion class and print the completion source
-    comp = comp_cls(ctx.command, {}, prog_name, complete_var)
-    click.echo(comp.source())
-
-
-def print_version() -> None:
-    console.print(f"- [bold]LocalStack CLI:[/bold] [blue]{VERSION}[/blue]")
-
-
-def print_profile() -> None:
-    if config.LOADED_PROFILES:
-        console.print(f"- [bold]Profile:[/bold] [blue]{', '.join(config.LOADED_PROFILES)}[/blue]")
-
-
-def print_app() -> None:
-    console.print("- [bold]App:[/bold] https://app.localstack.cloud")
-
-
-def print_banner() -> None:
-    print(BANNER)
-
-
-def is_frozen_bundle() -> bool:
-    """
-    :return: true if we are currently running in a frozen bundle / a pyinstaller binary.
-    """
-    # check if we are in a PyInstaller binary
-    # https://pyinstaller.org/en/stable/runtime-information.html
-    return getattr(sys, "frozen", False) and hasattr(sys, "_MEIPASS")
diff --git a/localstack-core/localstack/cli/main.py b/localstack-core/localstack/cli/main.py
deleted file mode 100644
index de1f04e38cac5..0000000000000
--- a/localstack-core/localstack/cli/main.py
+++ /dev/null
@@ -1,22 +0,0 @@
-import os
-
-
-def main():
-    # indicate to the environment we are starting from the CLI
-    os.environ["LOCALSTACK_CLI"] = "1"
-
-    # config profiles are the first thing that need to be loaded (especially before localstack.config!)
-    from .profiles import set_and_remove_profile_from_sys_argv
-
-    # WARNING: This function modifies sys.argv to remove the profile argument.
-    set_and_remove_profile_from_sys_argv()
-
-    # initialize CLI plugins
-    from .localstack import create_with_plugins
-
-    cli = create_with_plugins()
-    cli()
-
-
-if __name__ == "__main__":
-    main()
diff --git a/localstack-core/localstack/cli/plugin.py b/localstack-core/localstack/cli/plugin.py
deleted file mode 100644
index f9af88474a6d5..0000000000000
--- a/localstack-core/localstack/cli/plugin.py
+++ /dev/null
@@ -1,39 +0,0 @@
-import abc
-import logging
-import os
-
-import click
-from plux import Plugin, PluginManager
-
-LOG = logging.getLogger(__name__)
-
-
-class LocalstackCli:
-    group: click.Group
-
-    def __call__(self, *args, **kwargs):
-        self.group(*args, **kwargs)
-
-
-class LocalstackCliPlugin(Plugin):
-    namespace = "localstack.plugins.cli"
-
-    def load(self, cli) -> None:
-        self.attach(cli)
-
-    @abc.abstractmethod
-    def attach(self, cli: LocalstackCli) -> None:
-        """
-        Attach commands to the `localstack` CLI.
-
-        :param cli: the cli object
-        """
-
-
-def load_cli_plugins(cli):
-    if os.environ.get("DEBUG_PLUGINS", "0").lower() in ("true", "1"):
-        # importing localstack.config is still quite expensive...
-        logging.basicConfig(level=logging.DEBUG)
-
-    loader = PluginManager("localstack.plugins.cli", load_args=(cli,))
-    loader.load_all()
diff --git a/localstack-core/localstack/cli/plugins.py b/localstack-core/localstack/cli/plugins.py
deleted file mode 100644
index ebd6e22485b52..0000000000000
--- a/localstack-core/localstack/cli/plugins.py
+++ /dev/null
@@ -1,134 +0,0 @@
-import os
-import time
-
-import click
-from plux import PluginManager
-from plux.build.setuptools import find_plugins
-from plux.core.entrypoint import spec_to_entry_point
-from rich import print as rprint
-from rich.console import Console
-from rich.table import Table
-from rich.tree import Tree
-
-from localstack.cli.exceptions import CLIError
-
-console = Console()
-
-
-@click.group()
-def cli():
-    """
-    The plugins CLI is a set of commands to help troubleshoot LocalStack's plugin mechanism.
-    """
-    pass
-
-
-@cli.command()
-@click.option("--where", type=str, default=os.path.abspath(os.curdir))
-@click.option("--exclude", multiple=True, default=())
-@click.option("--include", multiple=True, default=("*",))
-@click.option("--output", type=str, default="tree")
-def find(where, exclude, include, output):
-    """
-    Find plugins by scanning the given path for PluginSpecs.
-    It starts from the current directory if --where is not specified.
-    This is what a setup.py method would run as a build step, i.e., discovering entry points.
-    """
-    with console.status(f"Scanning path {where}"):
-        plugins = find_plugins(where, exclude, include)
-
-    if output == "tree":
-        tree = Tree("Entrypoints")
-        for namespace, entry_points in plugins.items():
-            node = tree.add(f"[bold]{namespace}")
-
-            t = Table()
-            t.add_column("Name")
-            t.add_column("Location")
-
-            for ep in entry_points:
-                key, value = ep.split("=")
-                t.add_row(key, value)
-
-            node.add(t)
-
-        rprint(tree)
-    elif output == "dict":
-        rprint(dict(plugins))
-    else:
-        raise CLIError(f"unknown output format {output}")
-
-
-@cli.command("list")
-@click.option("--namespace", type=str, required=True)
-def cmd_list(namespace):
-    """
-    List all available plugins using a PluginManager from available endpoints.
-    """
-    manager = PluginManager(namespace)
-
-    t = Table()
-    t.add_column("Name")
-    t.add_column("Factory")
-
-    for spec in manager.list_plugin_specs():
-        ep = spec_to_entry_point(spec)
-        t.add_row(spec.name, ep.value)
-
-    rprint(t)
-
-
-@cli.command()
-@click.option("--namespace", type=str, required=True)
-@click.option("--name", type=str, required=True)
-def load(namespace, name):
-    """
-    Attempts to load a plugin using a PluginManager.
-    """
-    manager = PluginManager(namespace)
-
-    with console.status(f"Loading {namespace}:{name}"):
-        then = time.time()
-        plugin = manager.load(name)
-        took = time.time() - then
-
-    rprint(
-        f":tada: successfully loaded [bold][green]{namespace}[/green][/bold]:[bold][cyan]{name}[/cyan][/bold] ({type(plugin)}"
-    )
-    rprint(f":stopwatch:  loading took {took:.4f} s")
-
-
-@cli.command()
-@click.option("--namespace", type=str)
-def cache(namespace):
-    """
-    Outputs the stevedore entrypoints cache from which plugins are loaded.
-    """
-    from stevedore._cache import _c
-
-    data = _c._get_data_for_path(None)
-
-    tree = Tree("Entrypoints")
-    for group, entry_points in data.get("groups").items():
-        if namespace and group != namespace:
-            continue
-        node = tree.add(f"[bold]{group}")
-
-        t = Table()
-        t.add_column("Name")
-        t.add_column("Value")
-
-        for key, value, _ in entry_points:
-            t.add_row(key, value)
-
-        node.add(t)
-
-        if namespace:
-            rprint(t)
-            return
-
-    rprint(tree)
-
-
-if __name__ == "__main__":
-    cli()
diff --git a/localstack-core/localstack/cli/profiles.py b/localstack-core/localstack/cli/profiles.py
deleted file mode 100644
index 4058d82f2b1b3..0000000000000
--- a/localstack-core/localstack/cli/profiles.py
+++ /dev/null
@@ -1,65 +0,0 @@
-import argparse
-import os
-import sys
-
-# important: this needs to be free of localstack imports
-
-
-def set_and_remove_profile_from_sys_argv():
-    """
-    Performs the following steps:
-
-    1. Use argparse to parse the command line arguments for the --profile flag.
-       All occurrences are removed from the sys.argv list, and the value from
-       the last occurrence is used.  This allows the user to specify a profile
-       at any point on the command line.
-
-    2. If a --profile flag is not found, check for the -p flag.  The first
-       occurrence of the -p flag is used and it is not removed from sys.argv.
-       The reasoning for this is that at least one of the CLI subcommands has
-       a -p flag, and we want to keep it in sys.argv for that command to
-       pick up.  An existing bug means that if a -p flag is used with a
-       subcommand, it could erroneously be used as the profile value as well.
-       This behaviour is undesired, but we must maintain back-compatibility of
-       allowing the profile to be specified using -p.
-
-    3. If a profile is found, the 'CONFIG_PROFILE' os variable is set
-       accordingly. This is later picked up by ``localstack.config``.
-
-    WARNING:  Any --profile options are REMOVED from sys.argv, so that they are
-              not passed to the localstack CLI. This allows the profile option
-              to be set at any point on the command line.
-    """
-    parser = argparse.ArgumentParser(add_help=False)
-    parser.add_argument("--profile")
-    namespace, sys.argv = parser.parse_known_args(sys.argv)
-    profile = namespace.profile
-
-    if not profile:
-        # if no profile is given, check for the -p argument
-        profile = parse_p_argument(sys.argv)
-
-    if profile:
-        os.environ["CONFIG_PROFILE"] = profile.strip()
-
-
-def parse_p_argument(args) -> str | None:
-    """
-    Lightweight arg parsing to find the first occurrence of ``-p <config>``, or ``-p=<config>`` and return the value of
-    ``<config>`` from the given arguments.
-
-    :param args: list of CLI arguments
-    :returns: the value of ``-p``.
-    """
-    for i, current_arg in enumerate(args):
-        if current_arg.startswith("-p="):
-            # if using the "<arg>=<value>" notation, we remove the "-p=" prefix to get the value
-            return current_arg[3:]
-        if current_arg == "-p":
-            # otherwise use the next arg in the args list as value
-            try:
-                return args[i + 1]
-            except IndexError:
-                return None
-
-    return None
diff --git a/localstack-core/localstack/dev/run/__main__.py b/localstack-core/localstack/dev/run/__main__.py
index 4d6b01d2d45cd..b268f4d89e86b 100644
--- a/localstack-core/localstack/dev/run/__main__.py
+++ b/localstack-core/localstack/dev/run/__main__.py
@@ -3,10 +3,10 @@
 from collections.abc import Iterable
 
 import click
+from rich.console import Console
 from rich.rule import Rule
 
 from localstack import config
-from localstack.cli import console
 from localstack.dev.run.configurators import (
     ConfigEnvironmentConfigurator,
     DependencyMountConfigurator,
@@ -29,6 +29,8 @@
 from localstack.utils.run import run_interactive
 from localstack.utils.strings import short_uid
 
+console = Console()
+
 
 @click.command("run")
 @click.option(
diff --git a/localstack-core/localstack/utils/bootstrap.py b/localstack-core/localstack/utils/bootstrap.py
index 838126ec81bd5..41b7231b85995 100644
--- a/localstack-core/localstack/utils/bootstrap.py
+++ b/localstack-core/localstack/utils/bootstrap.py
@@ -13,6 +13,8 @@
 from functools import wraps
 from typing import Any
 
+from rich.console import Console
+
 from localstack import config, constants
 from localstack.config import (
     HostAndPort,
@@ -48,6 +50,7 @@
 from localstack.utils.sync import poll_condition
 
 LOG = logging.getLogger(__name__)
+console = Console()
 
 # Mandatory dependencies of services on other services
 # - maps from API names to list of other API names that they _explicitly_ depend on: <service>:<dependent-services>
@@ -365,8 +368,6 @@ def validate_localstack_config(name: str):
     #  (use exceptions to communicate errors, and return list of warnings)
     from subprocess import CalledProcessError
 
-    from localstack.cli import console
-
     dirname = os.getcwd()
     compose_file_name = name if os.path.isabs(name) else os.path.join(dirname, name)
     warns = []
diff --git a/pyproject.toml b/pyproject.toml
index 2374a1e1d73c6..61b37a4f2fe1b 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -154,8 +154,6 @@ include-package-data = false
 # TODO using this is discouraged by setuptools, `project.scripts` should be used instead
 # However, `project.scripts` does not support non-python scripts.
 script-files = [
-    "bin/localstack",
-    "bin/localstack.bat",
     "bin/localstack-supervisor",
 ]
 package-dir = { "" = "localstack-core" }
diff --git a/tests/cli/__init__.py b/tests/cli/__init__.py
deleted file mode 100644
index 4c3a166dbd7a6..0000000000000
--- a/tests/cli/__init__.py
+++ /dev/null
@@ -1,2 +0,0 @@
-"""Bootstrapping is the process of starting localstack. This is not always testable in the regular integration test
-environment. This is what this module is for."""
diff --git a/tests/cli/conftest.py b/tests/cli/conftest.py
deleted file mode 100644
index 0579c8a9122cb..0000000000000
--- a/tests/cli/conftest.py
+++ /dev/null
@@ -1,10 +0,0 @@
-import pytest
-
-from localstack import config
-
-
-@pytest.fixture(autouse=True)
-def _setup_cli_environment(monkeypatch):
-    # normally we are setting LOCALSTACK_CLI in localstack/cli/main.py, which is not actually run in the tests
-    monkeypatch.setenv("LOCALSTACK_CLI", "1")
-    monkeypatch.setattr(config, "dirs", config.Directories.for_cli())
diff --git a/tests/cli/test_cli.py b/tests/cli/test_cli.py
deleted file mode 100644
index 6177d381ec7ba..0000000000000
--- a/tests/cli/test_cli.py
+++ /dev/null
@@ -1,340 +0,0 @@
-import json
-import logging
-import os.path
-
-import pytest
-import requests
-from click.testing import CliRunner
-
-import localstack.utils.container_utils.docker_cmd_client
-from localstack import config, constants
-from localstack.cli.localstack import localstack as cli
-from localstack.config import Directories, in_docker
-from localstack.constants import MODULE_MAIN_PATH
-from localstack.utils import bootstrap
-from localstack.utils.bootstrap import in_ci
-from localstack.utils.common import poll_condition
-from localstack.utils.container_utils.container_client import ContainerClient, NoSuchImage
-from localstack.utils.files import mkdir
-from localstack.utils.net import get_free_udp_port
-from localstack.utils.run import run, to_str
-
-LOG = logging.getLogger(__name__)
-
-
-@pytest.fixture
-def runner():
-    return CliRunner()
-
-
-def container_exists(client: ContainerClient, container_name: str) -> bool:
-    try:
-        container_id = client.get_container_id(container_name)
-        return True if container_id else False
-    except Exception:
-        return False
-
-
-@pytest.fixture(autouse=True)
-def container_client():
-    client = localstack.utils.container_utils.docker_cmd_client.CmdDockerClient()
-
-    yield client
-
-    try:
-        client.stop_container(config.MAIN_CONTAINER_NAME, timeout=5)
-    except Exception:
-        pass
-
-    # wait until container has been removed
-    assert poll_condition(
-        lambda: not container_exists(client, config.MAIN_CONTAINER_NAME), timeout=20
-    )
-
-
-@pytest.fixture
-def backup_and_remove_image(monkeypatch, container_client: ContainerClient):
-    """
-    To test whether the image is pulled correctly, we must remove the image.
-    However we do not want to do this and remove the current image, so "back it
-    up" - i.e. tag it with another tag, and restore it afterwards.
-    """
-
-    source_image_name = f"{constants.DOCKER_IMAGE_NAME}:latest"
-    tagged_image_name = f"{constants.DOCKER_IMAGE_NAME}:backup"
-    container_client.tag_image(source_image_name, tagged_image_name)
-    container_client.remove_image(source_image_name, force=True)
-    monkeypatch.setenv("IMAGE_NAME", source_image_name)
-
-    yield
-
-    container_client.tag_image(tagged_image_name, source_image_name)
-
-
-@pytest.fixture
-def create_container(container_client: ContainerClient):
-    """Creates (but does not start) a docker container with the name 'localstack-main'"""
-    container_client.create_container(image_name="localstack/localstack", name="localstack-main")
-    yield
-    container_client.remove_container("localstack-main", force=True)
-
-
-@pytest.mark.skipif(condition=in_docker(), reason="cannot run CLI tests in docker")
-class TestCliContainerLifecycle:
-    def test_start_wait_stop(self, runner, container_client):
-        result = runner.invoke(cli, ["start", "-d"])
-        assert result.exit_code == 0
-        assert "starting LocalStack" in result.output
-
-        result = runner.invoke(cli, ["wait", "-t", "60"])
-        assert result.exit_code == 0
-
-        assert container_client.is_container_running(config.MAIN_CONTAINER_NAME), (
-            "container name was not running after wait"
-        )
-
-        # Note: if `LOCALSTACK_HOST` is set to a domain that does not resolve to `127.0.0.1` then
-        # this test will fail
-        health = requests.get(config.external_service_url() + "/_localstack/health")
-        assert health.ok, f"health request did not return OK: {health.text}"
-
-        result = runner.invoke(cli, ["stop"])
-        assert result.exit_code == 0
-
-        with pytest.raises(requests.ConnectionError):
-            requests.get(config.external_service_url() + "/_localstack/health")
-
-    @pytest.mark.usefixtures("backup_and_remove_image")
-    def test_pulling_image_message(self, runner, container_client: ContainerClient):
-        image_name_and_tag = f"{constants.DOCKER_IMAGE_NAME}:latest"
-        with pytest.raises(NoSuchImage):
-            container_client.inspect_image(image_name_and_tag, pull=False)
-
-        result = runner.invoke(cli, ["start", "-d"])
-
-        assert result.exit_code == 0, result.output
-
-        # we cannot check for "Pulling container image" which would be more accurate
-        # since it is printed in a temporary status line and may not be present in
-        # the output if the docker pull is fast enough, but we can check for the
-        # presence of another message which is present when pulling the image.
-        assert "download complete" in result.output
-
-    def test_start_already_existing(self, runner, container_client, create_container):
-        # normal start
-        result = runner.invoke(cli, ["start"])
-        assert container_exists(container_client, config.MAIN_CONTAINER_NAME)
-        assert result.exit_code == 1
-        assert "Error" in result.output
-        assert "already exists" in result.output
-
-        # detached start
-        result = runner.invoke(cli, ["start", "-d"])
-        assert container_exists(container_client, config.MAIN_CONTAINER_NAME)
-        assert result.exit_code == 1
-        assert "Error" in result.output
-        assert "already exists" in result.output
-
-    def test_start_already_running(self, runner, container_client):
-        runner.invoke(cli, ["start", "-d"])
-        runner.invoke(cli, ["wait", "-t", "180"])
-
-        # normal start
-        # - non-idempotent: non-zero exit code + error log if the container is already running
-        result = runner.invoke(cli, ["start"])
-        assert container_exists(container_client, config.MAIN_CONTAINER_NAME)
-        assert result.exit_code == 1
-        assert "Error" in result.output
-        assert "is already running" in result.output
-
-        # detached start
-        # - idempotent - zero exit code + no error log if the container is already running
-        result = runner.invoke(cli, ["start", "-d"])
-        assert container_exists(container_client, config.MAIN_CONTAINER_NAME)
-        assert result.exit_code == 0
-        assert "Error" not in result.output
-        assert "is already running" in result.output
-
-    def test_wait_timeout_raises_exception(self, runner, container_client):
-        # assume a wait without start fails
-        result = runner.invoke(cli, ["wait", "-t", "0.5"])
-        assert result.exit_code != 0
-
-    def test_logs(self, runner, container_client):
-        result = runner.invoke(cli, ["logs"])
-        assert result.exit_code != 0
-
-        runner.invoke(cli, ["start", "-d"])
-        runner.invoke(cli, ["wait", "-t", "60"])
-
-        result = runner.invoke(cli, ["logs", "--tail", "20"])
-        assert constants.READY_MARKER_OUTPUT in result.output.splitlines()
-
-    def test_restart(self, runner, container_client):
-        result = runner.invoke(cli, ["restart"])
-        assert result.exit_code != 0
-
-        runner.invoke(cli, ["start", "-d"])
-        runner.invoke(cli, ["wait", "-t", "60"])
-
-        result = runner.invoke(cli, ["restart"])
-        assert result.exit_code == 0
-        assert "restarted" in result.output
-
-    def test_status_services(self, runner):
-        result = runner.invoke(cli, ["status", "services"])
-        assert result.exit_code != 0
-        assert "could not connect to LocalStack health endpoint" in result.output
-
-        runner.invoke(cli, ["start", "-d"])
-        runner.invoke(cli, ["wait", "-t", "60"])
-
-        result = runner.invoke(cli, ["status", "services"])
-
-        # just a smoke test
-        assert "dynamodb" in result.output
-        for line in result.output.splitlines():
-            if "dynamodb" in line:
-                assert "available" in line
-
-    def test_custom_docker_flags(self, runner, tmp_path, monkeypatch, container_client):
-        volume = tmp_path / "volume"
-        volume.mkdir()
-
-        monkeypatch.setattr(config, "DOCKER_FLAGS", f"-p 42069 -v {volume}:{volume}")
-
-        runner.invoke(cli, ["start", "-d"])
-        runner.invoke(cli, ["wait", "-t", "60"])
-
-        inspect = container_client.inspect_container(config.MAIN_CONTAINER_NAME)
-        assert "42069/tcp" in inspect["HostConfig"]["PortBindings"]
-        assert f"{volume}:{volume}" in inspect["HostConfig"]["Binds"]
-
-    def test_volume_dir_mounted_correctly(self, runner, tmp_path, monkeypatch, container_client):
-        volume_dir = tmp_path / "volume"
-
-        # set different directories and make sure they are mounted correctly
-        monkeypatch.setenv("LOCALSTACK_VOLUME_DIR", str(volume_dir))
-        monkeypatch.setattr(config, "VOLUME_DIR", str(volume_dir))
-
-        runner.invoke(cli, ["start", "-d"])
-        runner.invoke(cli, ["wait", "-t", "60"])
-
-        # check that mounts were created correctly
-        inspect = container_client.inspect_container(config.MAIN_CONTAINER_NAME)
-        binds = inspect["HostConfig"]["Binds"]
-        assert f"{volume_dir}:{constants.DEFAULT_VOLUME_DIR}" in binds
-
-    def test_container_starts_non_root(self, runner, monkeypatch, container_client):
-        user = "localstack"
-        monkeypatch.setattr(config, "DOCKER_FLAGS", f"--user={user}")
-
-        if in_ci() and os.path.exists("/home/runner"):
-            volume_dir = "/home/runner/.cache/localstack/volume/"
-            mkdir(volume_dir)
-            run(["sudo", "chmod", "-R", "777", volume_dir])
-
-        runner.invoke(cli, ["start", "-d"])
-        runner.invoke(cli, ["wait", "-t", "60"])
-
-        cmd = ["awslocal", "stepfunctions", "list-state-machines"]
-        output = container_client.exec_in_container(config.MAIN_CONTAINER_NAME, cmd)
-        result = json.loads(output[0])
-        assert "stateMachines" in result
-
-        output = container_client.exec_in_container(config.MAIN_CONTAINER_NAME, ["ps", "-fu", user])
-        assert "localstack-supervisor" in to_str(output[0])
-
-    def test_start_cli_within_container(self, runner, container_client, tmp_path):
-        output = container_client.run_container(
-            # CAVEAT: Updates to the Docker image are not immediately reflected when using the latest image from
-            # DockerHub in the CI. Re-build the Docker image locally through
-            # `IMAGE_NAME="localstack/localstack" ./bin/docker-helper.sh build` for local testing.
-            "localstack/localstack",
-            remove=True,
-            entrypoint="",
-            command=["bin/localstack", "start", "-d"],
-            volumes=[
-                ("/var/run/docker.sock", "/var/run/docker.sock"),
-                (MODULE_MAIN_PATH, "/opt/code/localstack/localstack"),
-            ],
-            env_vars={"LOCALSTACK_VOLUME_DIR": f"{tmp_path}/ls-volume"},
-        )
-        stdout = to_str(output[0])
-        assert "starting LocalStack" in stdout
-        assert "detaching" in stdout
-
-        # assert that container is running
-        runner.invoke(cli, ["wait", "-t", "60"])
-
-
-@pytest.mark.skipif(condition=in_docker(), reason="cannot run CLI tests in docker")
-class TestDNSServer:
-    def test_dns_port_published_with_flag(self, runner, container_client, monkeypatch):
-        port = get_free_udp_port()
-        monkeypatch.setenv("DEBUG", "1")
-        monkeypatch.setenv("DNS_PORT", str(port))
-        monkeypatch.setattr(config, "DNS_PORT", port)
-
-        runner.invoke(cli, ["start", "-d", "--host-dns"])
-        runner.invoke(cli, ["wait", "-t", "60"])
-
-        inspect = container_client.inspect_container(config.MAIN_CONTAINER_NAME)
-        assert f"{port}/udp" in inspect["HostConfig"]["PortBindings"]
-
-    def test_dns_port_not_published_by_default(self, runner, container_client, monkeypatch):
-        monkeypatch.setenv("DEBUG", "1")
-
-        runner.invoke(cli, ["start", "-d"])
-        runner.invoke(cli, ["wait", "-t", "60"])
-
-        inspect = container_client.inspect_container(config.MAIN_CONTAINER_NAME)
-        assert "53/udp" not in inspect["HostConfig"]["PortBindings"]
-
-
-class TestHooks:
-    def test_prepare_host_hook_called_with_correct_dirs(self, runner, monkeypatch):
-        """
-        Assert that the prepare_host(..) hook is called with the appropriate dirs layout (e.g., cache
-        dir writeable). Required, for example, for API key activation and local key caching.
-        """
-
-        # simulate that we're running in Docker
-        monkeypatch.setattr(config, "is_in_docker", True)
-
-        result_configs = []
-
-        def _prepare_host(*args, **kwargs):
-            # store the configs that will be passed to prepare_host hooks (Docker status, infra process, dirs layout)
-            result_configs.append((config.is_in_docker, None, config.dirs))
-
-        # patch the prepare_host function which calls the hooks
-        monkeypatch.setattr(bootstrap, "prepare_host", _prepare_host)
-
-        def noop(*args, **kwargs):
-            pass
-
-        # patch start_infra_in_docker to be a no-op (we don't actually want to start the container for this test)
-        assert bootstrap.start_infra_in_docker
-        monkeypatch.setattr(bootstrap, "start_infra_in_docker", noop)
-
-        # run the 'start' command, which should call the prepare_host hooks
-        runner.invoke(cli, ["start"])
-
-        # assert that result configs are as expected
-        assert len(result_configs) == 1
-        dirs: Directories
-        in_docker, is_infra_process, dirs = result_configs[0]
-        assert in_docker is False
-        # cache dir should exist and be writeable
-        assert os.path.exists(dirs.cache)
-        assert os.access(dirs.cache, os.W_OK)
-
-
-class TestImports:
-    """Simple tests to assert that certain code paths can be imported from the CLI"""
-
-    def test_import_venv(self):
-        from localstack.utils.venv import VirtualEnvironment
-
-        assert VirtualEnvironment
diff --git a/tests/unit/cli/test_cli.py b/tests/unit/cli/test_cli.py
deleted file mode 100644
index 0313ded90f218..0000000000000
--- a/tests/unit/cli/test_cli.py
+++ /dev/null
@@ -1,336 +0,0 @@
-import json
-import logging
-import sys
-import threading
-from queue import Queue
-
-import click
-import pytest
-from click.testing import CliRunner
-
-import localstack.constants
-import localstack.utils.analytics.cli
-from localstack import config
-from localstack.cli.localstack import create_with_plugins, is_frozen_bundle
-from localstack.cli.localstack import localstack as cli
-from localstack.config import HostAndPort
-from localstack.constants import VERSION
-from localstack.http import Request
-from localstack.utils.common import is_command_available
-from localstack.utils.container_utils.container_client import ContainerException, DockerNotAvailable
-
-cli: click.Group
-
-
-@pytest.fixture
-def runner():
-    return CliRunner()
-
-
-@pytest.mark.parametrize(
-    "exception,expected_message",
-    [
-        (KeyboardInterrupt(), "Aborted!"),
-        (DockerNotAvailable(), "Docker could not be found on the system"),
-        (ContainerException("example message"), "example message"),
-        (click.ClickException("example message"), "example message"),
-        (click.exceptions.Exit(code=1), ""),
-    ],
-)
-def test_error_handling(runner: CliRunner, monkeypatch, exception, expected_message):
-    """Test different globally handled exceptions, their status code, and error message."""
-
-    def mock_call(*args, **kwargs):
-        raise exception
-
-    from localstack.utils import bootstrap
-
-    monkeypatch.setattr(bootstrap, "start_infra_locally", mock_call)
-    result = runner.invoke(cli, ["start", "--host"])
-    assert result.exit_code == 1
-    assert expected_message in result.output
-
-
-def test_error_handling_help(runner):
-    """Make sure the help command is not interpreted as an error (Exit exception is raised)."""
-    result = runner.invoke(cli, ["-h"])
-    assert result.exit_code == 0
-    assert "Usage: localstack" in result.output
-
-
-def test_create_with_plugins(runner):
-    localstack_cli = create_with_plugins()
-    result = runner.invoke(localstack_cli.group, ["--version"])
-    assert result.exit_code == 0
-    assert result.output.strip() == f"LocalStack CLI {VERSION}"
-
-
-def test_version(runner):
-    result = runner.invoke(cli, ["--version"])
-    assert result.exit_code == 0
-    assert result.output.strip() == f"LocalStack CLI {VERSION}"
-
-
-def test_status_services_error(runner):
-    result = runner.invoke(cli, ["status", "services"])
-    assert result.exit_code == 1
-    assert "Error" in result.output
-
-
-@pytest.mark.parametrize("command", ["ssh", "stop"])
-def test_container_not_runnin_error(runner, command):
-    result = runner.invoke(cli, [command])
-    assert result.exit_code == 1
-    assert "Error" in result.output
-    assert "Expected a running LocalStack container" in result.output
-
-
-def test_start_docker_is_default(runner, monkeypatch):
-    from localstack.utils import bootstrap
-
-    called = threading.Event()
-
-    def mock_call(*args, **kwargs):
-        called.set()
-
-    monkeypatch.setattr(bootstrap, "start_infra_in_docker", mock_call)
-    runner.invoke(cli, ["start"])
-    assert called.is_set()
-
-
-def test_start_host(runner, monkeypatch):
-    from localstack.utils import bootstrap
-
-    called = threading.Event()
-
-    def mock_call(*args, **kwargs):
-        called.set()
-
-    monkeypatch.setattr(bootstrap, "start_infra_locally", mock_call)
-    runner.invoke(cli, ["start", "--host"])
-    assert called.is_set()
-
-
-def test_status_services(runner, httpserver, monkeypatch):
-    # configure LOCALSTACK_HOST because the services endpoint makes a request against the
-    # external URL of LocalStack, which may be different to the edge port
-    monkeypatch.setattr(
-        config,
-        "LOCALSTACK_HOST",
-        HostAndPort(
-            host="localhost.localstack.cloud",
-            port=httpserver.port,
-        ),
-    )
-
-    services = {"dynamodb": "starting", "s3": "running"}
-    httpserver.expect_request("/_localstack/health", method="GET").respond_with_json(
-        {"services": services}
-    )
-
-    result = runner.invoke(cli, ["status", "services"])
-
-    assert result.exit_code == 0, result
-
-    assert "dynamodb" in result.output
-    assert "s3" in result.output
-
-    for line in result.output.splitlines():
-        if "dynamodb" in line:
-            assert "starting" in line
-            assert "running" not in line
-        if "s3" in line:
-            assert "running" in line
-            assert "starting" not in line
-
-
-def test_validate_config(runner, monkeypatch, tmp_path):
-    if not is_command_available("docker-compose"):
-        pytest.skip("config validation needs the docker-compose command")
-
-    file = tmp_path / "docker-compose.yml"
-    file.touch()
-
-    file.write_text(
-        """version: "3.3"
-services:
-  localstack:
-    container_name: "${LOCALSTACK_DOCKER_NAME-localstack-main}"
-    image: localstack/localstack
-    network_mode: bridge
-    ports:
-      - "127.0.0.1:53:53"
-      - "127.0.0.1:53:53/udp"
-      - "127.0.0.1:443:443"
-      - "127.0.0.1:4566:4566"
-      - "127.0.0.1:4571:4571"
-    environment:
-      - SERVICES=${SERVICES- }
-      - DEBUG=${DEBUG- }
-      - DATA_DIR=${DATA_DIR- }
-      - LOCALSTACK_AUTH_TOKEN=${LOCALSTACK_AUTH_TOKEN- }
-      - KINESIS_ERROR_PROBABILITY=${KINESIS_ERROR_PROBABILITY- }
-      - DOCKER_HOST=unix:///var/run/docker.sock
-    volumes:
-      - "${TMPDIR:-/tmp/localstack}:/tmp/localstack"
-      - "/var/run/docker.sock:/var/run/docker.sock"
-"""
-    )
-
-    result = runner.invoke(cli, ["config", "validate", "--file", str(file)])
-
-    assert result.exit_code == 0
-    assert "config valid" in result.output
-
-
-def test_validate_config_syntax_error(runner, monkeypatch, tmp_path):
-    if not is_command_available("docker-compose"):
-        pytest.skip("config validation needs the docker-compose command")
-
-    file = tmp_path / "docker-compose.yml"
-    file.touch()
-
-    file.write_text("foobar.---\n")
-
-    result = runner.invoke(cli, ["config", "validate", "--file", str(file)])
-
-    assert result.exit_code == 1
-    assert "Error" in result.output
-
-
-@pytest.mark.parametrize(
-    "cli_input,expected_cmd,expected_params",
-    [
-        ("stop", "localstack stop", []),
-        ("config show", "localstack config show", ["format_"]),
-        ("--debug config show --format plain", "localstack config show", ["format_"]),
-    ],
-)
-def test_publish_analytics_event_on_command_invocation(
-    cli_input, expected_cmd, expected_params, runner, monkeypatch, caplog, httpserver
-):
-    # must suppress pytest logging due to weird issue with click https://github.com/pytest-dev/pytest/issues/3344
-    caplog.set_level(logging.CRITICAL)
-    monkeypatch.setattr(localstack.utils.analytics.cli, "ANALYTICS_API_RESPONSE_TIMEOUT_SECS", 3)
-    request_data = Queue()
-    input = cli_input.split(" ")
-
-    def _handler(_request: Request):
-        request_data.put(_request.data)
-
-    httpserver.expect_request("").respond_with_handler(_handler)
-    monkeypatch.setattr(localstack.constants, "ANALYTICS_API", httpserver.url_for("/"))
-    runner.invoke(cli, input)
-    request_payload = request_data.get(timeout=5)
-
-    assert request_data.qsize() == 0
-    payload = json.loads(request_payload)
-    events = payload["events"]
-    assert len(events) == 1
-    event = events[0]
-    metadata = event["metadata"]
-    assert "client_time" in metadata
-    assert "session_id" in metadata
-    assert event["name"] == "cli_cmd"
-    assert event["payload"]["cmd"] == expected_cmd
-    assert event["payload"]["params"] == expected_params
-
-
-@pytest.mark.parametrize(
-    "cli_input",
-    [
-        "invalid",
-        "status services",
-        "config show --format invalid",
-    ],
-)
-def test_do_not_publish_analytics_event_on_invalid_command_invocation(
-    cli_input, runner, monkeypatch, caplog, httpserver
-):
-    # must suppress pytest logging due to weird issue with click https://github.com/pytest-dev/pytest/issues/3344
-    caplog.set_level(logging.CRITICAL)
-    monkeypatch.setattr(localstack.utils.analytics.cli, "ANALYTICS_API_RESPONSE_TIMEOUT_SECS", 3)
-    request_data = []
-    input = cli_input.split(" ")
-
-    def _handler(_request: Request):
-        request_data.append(_request.data)
-
-    httpserver.expect_request("").respond_with_handler(_handler)
-    monkeypatch.setenv("ANALYTICS_API", httpserver.url_for("/"))
-    runner.invoke(cli, input)
-    assert len(request_data) == 0, (
-        "analytics API should not be invoked when an invalid command is supplied"
-    )
-
-
-def test_disable_publish_analytics_event_on_command_invocation(
-    runner, monkeypatch, caplog, httpserver
-):
-    # must suppress pytest logging due to weird issue with click https://github.com/pytest-dev/pytest/issues/3344
-    caplog.set_level(logging.CRITICAL)
-    monkeypatch.setattr(localstack.utils.analytics.cli, "ANALYTICS_API_RESPONSE_TIMEOUT_SECS", 3)
-    monkeypatch.setattr(localstack.config, "DISABLE_EVENTS", True)
-    request_data = []
-
-    def _handler(_request: Request):
-        request_data.append(_request.data)
-
-    httpserver.expect_request("").respond_with_handler(_handler)
-    monkeypatch.setenv("ANALYTICS_API", httpserver.url_for("/"))
-    runner.invoke(cli, ["config", "show"])
-    assert len(request_data) == 0, "analytics API should not be invoked when DISABLE_EVENTS is set"
-
-
-def test_timeout_publishing_command_invocation(runner, monkeypatch, caplog, httpserver):
-    # must suppress pytest logging due to weird issue with click https://github.com/pytest-dev/pytest/issues/3344
-    caplog.set_level(logging.CRITICAL)
-    monkeypatch.setattr(
-        # simulate slow API call by turning timeout way down
-        localstack.utils.analytics.cli,
-        "ANALYTICS_API_RESPONSE_TIMEOUT_SECS",
-        0.001,
-    )
-    request_data = []
-
-    def _handler(_request: Request):
-        request_data.append(_request.data)
-
-    httpserver.expect_request("").respond_with_handler(_handler)
-    monkeypatch.setenv("ANALYTICS_API", httpserver.url_for("/"))
-    runner.invoke(cli, ["config", "show"])
-    assert len(request_data) == 0, (
-        "analytics event publisher process should time out if request is taking too long"
-    )
-
-
-def test_is_frozen(monkeypatch):
-    # mimic a frozen pyinstaller binary according to https://pyinstaller.org/en/stable/runtime-information.html
-    monkeypatch.setattr(sys, "frozen", True, raising=False)
-    monkeypatch.setattr(sys, "_MEIPASS", "/absolute/path/to/bundle/folder", raising=False)
-    assert is_frozen_bundle()
-
-
-def test_not_is_frozen(monkeypatch):
-    # mimic running from source
-    monkeypatch.delattr(sys, "frozen", raising=False)
-    assert not is_frozen_bundle()
-    monkeypatch.setattr(sys, "frozen", True, raising=False)
-    monkeypatch.delattr(sys, "_MEIPASS", raising=False)
-    assert not is_frozen_bundle()
-
-
-@pytest.mark.parametrize("shell", ["bash", "zsh", "fish"])
-def test_completion(monkeypatch, runner, shell: str):
-    test_binary_name = "testbinaryname"
-    monkeypatch.setattr(localstack.config, "DISABLE_EVENTS", True)
-    monkeypatch.setattr(sys, "argv", [test_binary_name])
-    result = runner.invoke(cli, ["completion", shell])
-    assert result.exit_code == 0
-    assert f"_{test_binary_name.upper()}_COMPLETE={shell}_complete" in result.output
-
-
-def test_completion_unknown_shell(monkeypatch, runner):
-    monkeypatch.setattr(localstack.config, "DISABLE_EVENTS", True)
-    result = runner.invoke(cli, ["completion", "unknown_shell"])
-    assert result.exit_code != 0
diff --git a/tests/unit/cli/test_profiles.py b/tests/unit/cli/test_profiles.py
deleted file mode 100644
index c48fd4b9e739d..0000000000000
--- a/tests/unit/cli/test_profiles.py
+++ /dev/null
@@ -1,148 +0,0 @@
-import os
-import sys
-
-from localstack.cli.profiles import set_and_remove_profile_from_sys_argv
-
-
-def profile_test(monkeypatch, input_args, expected_profile, expected_argv):
-    monkeypatch.setattr(sys, "argv", input_args)
-    monkeypatch.setenv("CONFIG_PROFILE", "")
-    set_and_remove_profile_from_sys_argv()
-    assert os.environ["CONFIG_PROFILE"] == expected_profile
-    assert sys.argv == expected_argv
-
-
-def test_profiles_equals_notation(monkeypatch):
-    profile_test(
-        monkeypatch,
-        input_args=["--profile=non-existing-test-profile"],
-        expected_profile="non-existing-test-profile",
-        expected_argv=[],
-    )
-
-
-def test_profiles_separate_args_notation(monkeypatch):
-    profile_test(
-        monkeypatch,
-        input_args=["--profile", "non-existing-test-profile"],
-        expected_profile="non-existing-test-profile",
-        expected_argv=[],
-    )
-
-
-def test_p_equals_notation(monkeypatch):
-    profile_test(
-        monkeypatch,
-        input_args=["-p=non-existing-test-profile"],
-        expected_profile="non-existing-test-profile",
-        expected_argv=["-p=non-existing-test-profile"],
-    )
-
-
-def test_p_separate_args_notation(monkeypatch):
-    profile_test(
-        monkeypatch,
-        input_args=["-p", "non-existing-test-profile"],
-        expected_profile="non-existing-test-profile",
-        expected_argv=["-p", "non-existing-test-profile"],
-    )
-
-
-def test_profiles_args_before_and_after(monkeypatch):
-    profile_test(
-        monkeypatch,
-        input_args=["cli", "-D", "--profile=non-existing-test-profile", "start"],
-        expected_profile="non-existing-test-profile",
-        expected_argv=["cli", "-D", "start"],
-    )
-
-
-def test_profiles_args_before_and_after_separate(monkeypatch):
-    profile_test(
-        monkeypatch,
-        input_args=["cli", "-D", "--profile", "non-existing-test-profile", "start"],
-        expected_profile="non-existing-test-profile",
-        expected_argv=["cli", "-D", "start"],
-    )
-
-
-def test_p_args_before_and_after_separate(monkeypatch):
-    profile_test(
-        monkeypatch,
-        input_args=["cli", "-D", "-p", "non-existing-test-profile", "start"],
-        expected_profile="non-existing-test-profile",
-        expected_argv=["cli", "-D", "-p", "non-existing-test-profile", "start"],
-    )
-
-
-def test_profiles_args_multiple(monkeypatch):
-    profile_test(
-        monkeypatch,
-        input_args=[
-            "cli",
-            "--profile",
-            "non-existing-test-profile",
-            "start",
-            "--profile",
-            "another-profile",
-        ],
-        expected_profile="another-profile",
-        expected_argv=["cli", "start"],
-    )
-
-
-def test_p_args_multiple(monkeypatch):
-    profile_test(
-        monkeypatch,
-        input_args=[
-            "cli",
-            "-p",
-            "non-existing-test-profile",
-            "start",
-            "-p",
-            "another-profile",
-        ],
-        expected_profile="non-existing-test-profile",
-        expected_argv=[
-            "cli",
-            "-p",
-            "non-existing-test-profile",
-            "start",
-            "-p",
-            "another-profile",
-        ],
-    )
-
-
-def test_p_and_profile_args(monkeypatch):
-    profile_test(
-        monkeypatch,
-        input_args=[
-            "cli",
-            "-p",
-            "non-existing-test-profile",
-            "start",
-            "--profile",
-            "the_profile",
-            "-p",
-            "another-profile",
-        ],
-        expected_profile="the_profile",
-        expected_argv=[
-            "cli",
-            "-p",
-            "non-existing-test-profile",
-            "start",
-            "-p",
-            "another-profile",
-        ],
-    )
-
-
-def test_trailing_p_argument(monkeypatch):
-    profile_test(
-        monkeypatch,
-        input_args=["cli", "start", "-p"],
-        expected_profile="",
-        expected_argv=["cli", "start", "-p"],
-    )

From 2046dff91d0575c3ee87a19b21c1eb4fc2a120a6 Mon Sep 17 00:00:00 2001
From: Nikos <nikos.michas@localstack.cloud>
Date: Wed, 11 Feb 2026 22:37:39 +0200
Subject: [PATCH 619/697] CFn: Handle Fn::Sub returning JSON strings for IAM
 policies (#13735)

---
 .../aws_iam_managedpolicy.py                  |   8 +-
 .../iam/resource_providers/aws_iam_policy.py  |  17 +-
 .../resource_providers/iam/test_iam.py        | 210 ++++++++++++++++++
 .../iam/test_iam.snapshot.json                |  86 ++++++-
 .../iam/test_iam.validation.json              | 112 +++++++++-
 5 files changed, 409 insertions(+), 24 deletions(-)

diff --git a/localstack-core/localstack/services/iam/resource_providers/aws_iam_managedpolicy.py b/localstack-core/localstack/services/iam/resource_providers/aws_iam_managedpolicy.py
index b85f0997e79ed..3bebb37a28191 100644
--- a/localstack-core/localstack/services/iam/resource_providers/aws_iam_managedpolicy.py
+++ b/localstack-core/localstack/services/iam/resource_providers/aws_iam_managedpolicy.py
@@ -61,7 +61,13 @@ def create(
             group_name = util.generate_default_name(request.stack_name, request.logical_resource_id)
             model["ManagedPolicyName"] = group_name
 
-        policy_doc = json.dumps(util.remove_none_values(model["PolicyDocument"]))
+        # PolicyDocument can be either a dict or a JSON string (e.g., from Fn::Sub)
+        policy_document = model["PolicyDocument"]
+        if isinstance(policy_document, str):
+            policy_doc = policy_document
+        else:
+            policy_doc = json.dumps(util.remove_none_values(policy_document))
+
         policy = iam_client.create_policy(
             PolicyName=model["ManagedPolicyName"], PolicyDocument=policy_doc
         )
diff --git a/localstack-core/localstack/services/iam/resource_providers/aws_iam_policy.py b/localstack-core/localstack/services/iam/resource_providers/aws_iam_policy.py
index 9273bb31d9597..61a16551ec793 100644
--- a/localstack-core/localstack/services/iam/resource_providers/aws_iam_policy.py
+++ b/localstack-core/localstack/services/iam/resource_providers/aws_iam_policy.py
@@ -53,7 +53,13 @@ def create(
         model = request.desired_state
         iam_client = request.aws_client_factory.iam
 
-        policy_doc = json.dumps(util.remove_none_values(model["PolicyDocument"]))
+        # PolicyDocument can be either a dict or a JSON string (e.g., from Fn::Sub)
+        policy_document = model["PolicyDocument"]
+        if isinstance(policy_document, str):
+            policy_doc = policy_document
+        else:
+            policy_doc = json.dumps(util.remove_none_values(policy_document))
+
         policy_name = model["PolicyName"]
 
         if not any([model.get("Roles"), model.get("Users"), model.get("Groups")]):
@@ -122,7 +128,14 @@ def update(
         iam_client = request.aws_client_factory.iam
         model = request.desired_state
         # FIXME: this wasn't properly implemented before as well, still needs to be rewritten
-        policy_doc = json.dumps(util.remove_none_values(model["PolicyDocument"]))
+
+        # PolicyDocument can be either a dict or a JSON string (e.g., from Fn::Sub)
+        policy_document = model["PolicyDocument"]
+        if isinstance(policy_document, str):
+            policy_doc = policy_document
+        else:
+            policy_doc = json.dumps(util.remove_none_values(policy_document))
+
         policy_name = model["PolicyName"]
 
         for role in model.get("Roles", []):
diff --git a/tests/aws/services/cloudformation/resource_providers/iam/test_iam.py b/tests/aws/services/cloudformation/resource_providers/iam/test_iam.py
index 9edac28396e11..f224c91688f98 100644
--- a/tests/aws/services/cloudformation/resource_providers/iam/test_iam.py
+++ b/tests/aws/services/cloudformation/resource_providers/iam/test_iam.py
@@ -333,3 +333,213 @@ def test_updating_stack_with_iam_role(deploy_cfn_template, aws_client):
         "Role"
     )
     assert stack.outputs["TestStackRoleName"] == lambda_role_name_new
+
+
+@markers.aws.validated
+def test_managedpolicy_with_fn_sub_json_string(deploy_cfn_template, snapshot, aws_client):
+    snapshot.add_transformer(snapshot.transform.iam_api())
+
+    policy_name = f"test-policy-{short_uid()}"
+
+    template_json = {
+        "AWSTemplateFormatVersion": "2010-09-09",
+        "Parameters": {"ClusterName": {"Type": "String", "Default": "test-cluster"}},
+        "Resources": {
+            "TestPolicy": {
+                "Type": "AWS::IAM::ManagedPolicy",
+                "Properties": {
+                    "ManagedPolicyName": policy_name,
+                    "PolicyDocument": {
+                        "Fn::Sub": json.dumps(
+                            {
+                                "Version": "2012-10-17",
+                                "Statement": [
+                                    {
+                                        "Effect": "Allow",
+                                        "Action": "s3:GetObject",
+                                        "Resource": "arn:${AWS::Partition}:s3:::bucket-${ClusterName}-${AWS::Region}/*",
+                                    }
+                                ],
+                            }
+                        )
+                    },
+                },
+            }
+        },
+        "Outputs": {"PolicyArn": {"Value": {"Ref": "TestPolicy"}}},
+    }
+
+    stack = deploy_cfn_template(
+        template=json.dumps(template_json), parameters={"ClusterName": "my-cluster"}
+    )
+
+    policy_arn = stack.outputs["PolicyArn"]
+    policy_version = aws_client.iam.get_policy_version(
+        PolicyArn=policy_arn,
+        VersionId=aws_client.iam.get_policy(PolicyArn=policy_arn)["Policy"]["DefaultVersionId"],
+    )["PolicyVersion"]
+
+    snapshot.match("policy_document", policy_version["Document"])
+
+
+@markers.aws.validated
+def test_managedpolicy_with_fn_sub_multiline_yaml(deploy_cfn_template, snapshot, aws_client):
+    snapshot.add_transformer(snapshot.transform.iam_api())
+
+    policy_name = f"test-policy-{short_uid()}"
+
+    template_yaml = f"""
+AWSTemplateFormatVersion: "2010-09-09"
+Parameters:
+  ClusterName:
+    Type: String
+    Default: "test-cluster"
+Resources:
+  TestPolicy:
+    Type: AWS::IAM::ManagedPolicy
+    Properties:
+      ManagedPolicyName: {policy_name}
+      PolicyDocument: !Sub |
+        {{
+          "Version": "2012-10-17",
+          "Statement": [
+            {{
+              "Effect": "Allow",
+              "Action": "eks:DescribeCluster",
+              "Resource": "arn:${{AWS::Partition}}:eks:${{AWS::Region}}:${{AWS::AccountId}}:cluster/${{ClusterName}}"
+            }}
+          ]
+        }}
+Outputs:
+  PolicyArn:
+    Value: !Ref TestPolicy
+"""
+
+    stack = deploy_cfn_template(template=template_yaml, parameters={"ClusterName": "my-cluster"})
+
+    policy_arn = stack.outputs["PolicyArn"]
+    policy_version = aws_client.iam.get_policy_version(
+        PolicyArn=policy_arn,
+        VersionId=aws_client.iam.get_policy(PolicyArn=policy_arn)["Policy"]["DefaultVersionId"],
+    )["PolicyVersion"]
+
+    snapshot.match("policy_document_multiline", policy_version["Document"])
+
+
+@markers.aws.validated
+def test_managedpolicy_with_fn_sub_and_arrays(deploy_cfn_template, snapshot, aws_client):
+    snapshot.add_transformer(snapshot.transform.iam_api())
+
+    policy_name = f"test-policy-{short_uid()}"
+
+    template = {
+        "AWSTemplateFormatVersion": "2010-09-09",
+        "Parameters": {"BucketName": {"Type": "String", "Default": "my-bucket"}},
+        "Resources": {
+            "TestPolicy": {
+                "Type": "AWS::IAM::ManagedPolicy",
+                "Properties": {
+                    "ManagedPolicyName": policy_name,
+                    "PolicyDocument": {
+                        "Fn::Sub": json.dumps(
+                            {
+                                "Version": "2012-10-17",
+                                "Statement": [
+                                    {
+                                        "Effect": "Allow",
+                                        "Action": ["s3:GetObject", "s3:PutObject"],
+                                        "Resource": [
+                                            "arn:${AWS::Partition}:s3:::${BucketName}/*",
+                                            "arn:${AWS::Partition}:s3:::${BucketName}-${AWS::Region}/*",
+                                        ],
+                                    }
+                                ],
+                            }
+                        )
+                    },
+                },
+            }
+        },
+        "Outputs": {"PolicyArn": {"Value": {"Ref": "TestPolicy"}}},
+    }
+
+    stack = deploy_cfn_template(
+        template=json.dumps(template), parameters={"BucketName": "test-bucket"}
+    )
+
+    policy_arn = stack.outputs["PolicyArn"]
+    policy_version = aws_client.iam.get_policy_version(
+        PolicyArn=policy_arn,
+        VersionId=aws_client.iam.get_policy(PolicyArn=policy_arn)["Policy"]["DefaultVersionId"],
+    )["PolicyVersion"]
+
+    snapshot.match("policy_with_arrays", policy_version["Document"])
+
+
+@markers.aws.validated
+def test_inline_policy_with_fn_sub_json_string(deploy_cfn_template, snapshot, aws_client):
+    """
+    Test inline IAM Policy (AWS::IAM::Policy) with Fn::Sub returning a JSON string.
+
+    Verifies that inline policies also handle JSON strings from Fn::Sub correctly.
+    """
+    snapshot.add_transformer(snapshot.transform.iam_api())
+
+    role_name = f"test-role-{short_uid()}"
+    policy_name = f"test-policy-{short_uid()}"
+
+    template = {
+        "AWSTemplateFormatVersion": "2010-09-09",
+        "Resources": {
+            "TestRole": {
+                "Type": "AWS::IAM::Role",
+                "Properties": {
+                    "RoleName": role_name,
+                    "AssumeRolePolicyDocument": {
+                        "Version": "2012-10-17",
+                        "Statement": [
+                            {
+                                "Effect": "Allow",
+                                "Principal": {"Service": "lambda.amazonaws.com"},
+                                "Action": "sts:AssumeRole",
+                            }
+                        ],
+                    },
+                },
+            },
+            "TestPolicy": {
+                "Type": "AWS::IAM::Policy",
+                "Properties": {
+                    "PolicyName": policy_name,
+                    "Roles": [{"Ref": "TestRole"}],
+                    "PolicyDocument": {
+                        "Fn::Sub": json.dumps(
+                            {
+                                "Version": "2012-10-17",
+                                "Statement": [
+                                    {
+                                        "Effect": "Allow",
+                                        "Action": "s3:GetObject",
+                                        "Resource": "arn:${AWS::Partition}:s3:::my-bucket-${AWS::Region}/*",
+                                    }
+                                ],
+                            }
+                        )
+                    },
+                },
+            },
+        },
+    }
+
+    deploy_cfn_template(template=json.dumps(template))
+
+    # Verify the inline policy was attached to the role
+    policies = aws_client.iam.list_role_policies(RoleName=role_name)
+    assert policy_name in policies["PolicyNames"]
+
+    # Get the policy document
+    policy_doc = aws_client.iam.get_role_policy(RoleName=role_name, PolicyName=policy_name)[
+        "PolicyDocument"
+    ]
+
+    snapshot.match("inline_policy_document", policy_doc)
diff --git a/tests/aws/services/cloudformation/resource_providers/iam/test_iam.snapshot.json b/tests/aws/services/cloudformation/resource_providers/iam/test_iam.snapshot.json
index 044291d4e7cf1..d26574daaf2b1 100644
--- a/tests/aws/services/cloudformation/resource_providers/iam/test_iam.snapshot.json
+++ b/tests/aws/services/cloudformation/resource_providers/iam/test_iam.snapshot.json
@@ -1,24 +1,24 @@
 {
   "tests/aws/services/cloudformation/resource_providers/iam/test_iam.py::test_iam_username_defaultname": {
-    "recorded-date": "31-05-2022, 11:29:45",
+    "recorded-date": "10-02-2026, 15:51:18",
     "recorded-content": {
       "get_iam_user": {
         "User": {
+          "Arn": "arn:<partition>:iam::111111111111:user/<user-name:1>",
+          "CreateDate": "datetime",
           "Path": "/",
-          "UserName": "<user-name:1>",
           "UserId": "<user-id:1>",
-          "Arn": "arn:<partition>:iam::111111111111:user/<user-name:1>",
-          "CreateDate": "datetime"
+          "UserName": "<user-name:1>"
         },
         "ResponseMetadata": {
-          "HTTPStatusCode": 200,
-          "HTTPHeaders": {}
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
         }
       }
     }
   },
   "tests/aws/services/cloudformation/resource_providers/iam/test_iam.py::test_managed_policy_with_empty_resource": {
-    "recorded-date": "11-07-2023, 18:10:41",
+    "recorded-date": "10-02-2026, 15:56:19",
     "recorded-content": {
       "outputs": {
         "PolicyArn": "arn:<partition>:iam::111111111111:policy/<policy-name:1>",
@@ -48,7 +48,7 @@
     }
   },
   "tests/aws/services/cloudformation/resource_providers/iam/test_iam.py::test_iam_user_access_key": {
-    "recorded-date": "11-07-2023, 08:23:54",
+    "recorded-date": "10-02-2026, 15:52:59",
     "recorded-content": {
       "key_outputs": {
         "AccessKeyId": "<key-id:1>",
@@ -69,7 +69,7 @@
     }
   },
   "tests/aws/services/cloudformation/resource_providers/iam/test_iam.py::test_update_inline_policy": {
-    "recorded-date": "05-04-2023, 11:55:22",
+    "recorded-date": "10-02-2026, 15:54:55",
     "recorded-content": {
       "user_inline_policy": {
         "PolicyDocument": {
@@ -156,7 +156,7 @@
     }
   },
   "tests/aws/services/cloudformation/resource_providers/iam/test_iam.py::test_server_certificate": {
-    "recorded-date": "13-03-2024, 20:20:07",
+    "recorded-date": "10-02-2026, 15:58:53",
     "recorded-content": {
       "outputs": {
         "Arn": "arn:<partition>:iam::111111111111:server-certificate/<server-certificate-name:1>",
@@ -192,5 +192,71 @@
         }
       }
     }
+  },
+  "tests/aws/services/cloudformation/resource_providers/iam/test_iam.py::test_managedpolicy_with_fn_sub_json_string": {
+    "recorded-date": "10-02-2026, 16:02:06",
+    "recorded-content": {
+      "policy_document": {
+        "Statement": [
+          {
+            "Action": "s3:GetObject",
+            "Effect": "Allow",
+            "Resource": "arn:<partition>:s3:::bucket-my-cluster-<region>/*"
+          }
+        ],
+        "Version": "2012-10-17"
+      }
+    }
+  },
+  "tests/aws/services/cloudformation/resource_providers/iam/test_iam.py::test_managedpolicy_with_fn_sub_multiline_yaml": {
+    "recorded-date": "10-02-2026, 16:02:38",
+    "recorded-content": {
+      "policy_document_multiline": {
+        "Statement": [
+          {
+            "Action": "eks:DescribeCluster",
+            "Effect": "Allow",
+            "Resource": "arn:<partition>:eks:<region>:111111111111:cluster/my-cluster"
+          }
+        ],
+        "Version": "2012-10-17"
+      }
+    }
+  },
+  "tests/aws/services/cloudformation/resource_providers/iam/test_iam.py::test_managedpolicy_with_fn_sub_and_arrays": {
+    "recorded-date": "10-02-2026, 16:03:09",
+    "recorded-content": {
+      "policy_with_arrays": {
+        "Statement": [
+          {
+            "Action": [
+              "s3:GetObject",
+              "s3:PutObject"
+            ],
+            "Effect": "Allow",
+            "Resource": [
+              "arn:<partition>:s3:::test-bucket/*",
+              "arn:<partition>:s3:::test-bucket-<region>/*"
+            ]
+          }
+        ],
+        "Version": "2012-10-17"
+      }
+    }
+  },
+  "tests/aws/services/cloudformation/resource_providers/iam/test_iam.py::test_inline_policy_with_fn_sub_json_string": {
+    "recorded-date": "10-02-2026, 16:03:58",
+    "recorded-content": {
+      "inline_policy_document": {
+        "Statement": [
+          {
+            "Action": "s3:GetObject",
+            "Effect": "Allow",
+            "Resource": "arn:<partition>:s3:::my-bucket-<region>/*"
+          }
+        ],
+        "Version": "2012-10-17"
+      }
+    }
   }
 }
diff --git a/tests/aws/services/cloudformation/resource_providers/iam/test_iam.validation.json b/tests/aws/services/cloudformation/resource_providers/iam/test_iam.validation.json
index 3f4b3cd0f9538..cd3ea0b65953d 100644
--- a/tests/aws/services/cloudformation/resource_providers/iam/test_iam.validation.json
+++ b/tests/aws/services/cloudformation/resource_providers/iam/test_iam.validation.json
@@ -1,29 +1,119 @@
 {
   "tests/aws/services/cloudformation/resource_providers/iam/test_iam.py::test_cfn_handle_iam_role_resource_no_role_name": {
-    "last_validated_date": "2024-06-18T20:29:57+00:00"
+    "last_validated_date": "2026-02-10T15:59:36+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 42.14,
+      "teardown": 0.29,
+      "total": 42.43
+    }
+  },
+  "tests/aws/services/cloudformation/resource_providers/iam/test_iam.py::test_delete_role_detaches_role_policy": {
+    "last_validated_date": "2026-02-10T15:48:42+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 81.93,
+      "teardown": 13.76,
+      "total": 95.69
+    }
   },
   "tests/aws/services/cloudformation/resource_providers/iam/test_iam.py::test_iam_user_access_key": {
-    "last_validated_date": "2023-07-11T06:23:54+00:00"
+    "last_validated_date": "2026-02-10T15:53:40+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 61.62,
+      "teardown": 41.76,
+      "total": 103.38
+    }
   },
   "tests/aws/services/cloudformation/resource_providers/iam/test_iam.py::test_iam_username_defaultname": {
-    "last_validated_date": "2022-05-31T09:29:45+00:00"
+    "last_validated_date": "2026-02-10T15:51:57+00:00",
+    "durations_in_seconds": {
+      "setup": 0.55,
+      "call": 46.37,
+      "teardown": 39.4,
+      "total": 86.32
+    }
+  },
+  "tests/aws/services/cloudformation/resource_providers/iam/test_iam.py::test_inline_policy_with_fn_sub_json_string": {
+    "last_validated_date": "2026-02-10T16:04:14+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 43.9,
+      "teardown": 16.02,
+      "total": 59.92
+    }
   },
   "tests/aws/services/cloudformation/resource_providers/iam/test_iam.py::test_managed_policy_with_empty_resource": {
-    "last_validated_date": "2025-08-01T09:44:24+00:00",
+    "last_validated_date": "2026-02-10T15:56:37+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 42.49,
+      "teardown": 17.74,
+      "total": 60.23
+    }
+  },
+  "tests/aws/services/cloudformation/resource_providers/iam/test_iam.py::test_managedpolicy_with_fn_sub_and_arrays": {
+    "last_validated_date": "2026-02-10T16:03:14+00:00",
     "durations_in_seconds": {
-      "setup": 1.31,
-      "call": 41.85,
-      "teardown": 16.77,
-      "total": 59.93
+      "setup": 0.0,
+      "call": 26.86,
+      "teardown": 4.79,
+      "total": 31.65
+    }
+  },
+  "tests/aws/services/cloudformation/resource_providers/iam/test_iam.py::test_managedpolicy_with_fn_sub_json_string": {
+    "last_validated_date": "2026-02-10T16:02:11+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 27.12,
+      "teardown": 4.76,
+      "total": 31.88
+    }
+  },
+  "tests/aws/services/cloudformation/resource_providers/iam/test_iam.py::test_managedpolicy_with_fn_sub_multiline_yaml": {
+    "last_validated_date": "2026-02-10T16:02:43+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 26.71,
+      "teardown": 4.78,
+      "total": 31.49
+    }
+  },
+  "tests/aws/services/cloudformation/resource_providers/iam/test_iam.py::test_policy_attachments": {
+    "last_validated_date": "2026-02-10T15:50:31+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 66.78,
+      "teardown": 41.88,
+      "total": 108.66
     }
   },
   "tests/aws/services/cloudformation/resource_providers/iam/test_iam.py::test_server_certificate": {
-    "last_validated_date": "2024-03-13T20:20:07+00:00"
+    "last_validated_date": "2026-02-10T15:58:54+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 136.18,
+      "teardown": 0.72,
+      "total": 136.9
+    }
   },
   "tests/aws/services/cloudformation/resource_providers/iam/test_iam.py::test_update_inline_policy": {
-    "last_validated_date": "2023-04-05T09:55:22+00:00"
+    "last_validated_date": "2026-02-10T15:55:37+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 74.43,
+      "teardown": 41.78,
+      "total": 116.21
+    }
   },
   "tests/aws/services/cloudformation/resource_providers/iam/test_iam.py::test_updating_stack_with_iam_role": {
-    "last_validated_date": "2024-06-18T21:02:59+00:00"
+    "last_validated_date": "2026-02-10T16:01:39+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 95.95,
+      "teardown": 27.18,
+      "total": 123.13
+    }
   }
 }

From a02a8d9db53abc2d0ebd8c9e257d03def6533233 Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Thu, 12 Feb 2026 12:23:46 +0100
Subject: [PATCH 620/697] S3: fix URL encoding of `ContinuationToken` in
 ListObjectsV2 (#13746)

---
 .../localstack/services/s3/provider.py        |  27 +-
 .../localstack/services/s3/utils.py           |  20 +
 .../localstack/services/s3/validation.py      |  10 +
 .../services/s3/test_s3_list_operations.py    | 109 ++++
 .../s3/test_s3_list_operations.snapshot.json  | 472 ++++++++++++++++++
 .../test_s3_list_operations.validation.json   |  45 ++
 tests/unit/services/s3/test_s3.py             |  23 +
 7 files changed, 696 insertions(+), 10 deletions(-)

diff --git a/localstack-core/localstack/services/s3/provider.py b/localstack-core/localstack/services/s3/provider.py
index ac42bddb344b6..4ddf59fc47c4a 100644
--- a/localstack-core/localstack/services/s3/provider.py
+++ b/localstack-core/localstack/services/s3/provider.py
@@ -276,7 +276,9 @@
     base_64_content_md5_to_etag,
     create_redirect_for_post_request,
     create_s3_kms_managed_key_for_region,
+    decode_continuation_token,
     decode_user_metadata,
+    encode_continuation_token,
     encode_user_metadata,
     etag_to_base_64_content_md5,
     extract_bucket_key_version_id_from_copy_source,
@@ -321,6 +323,7 @@
     validate_canned_acl,
     validate_checksum_value,
     validate_cors_configuration,
+    validate_encoding_type,
     validate_inventory_configuration,
     validate_lifecycle_configuration,
     validate_object_key,
@@ -1722,6 +1725,7 @@ def list_objects(
         **kwargs,
     ) -> ListObjectsOutput:
         store, s3_bucket = self._get_cross_account_bucket(context, bucket)
+        validate_encoding_type(encoding_type)
 
         common_prefixes = set()
         count = 0
@@ -1730,7 +1734,7 @@ def list_objects(
         max_keys = max_keys or 1000
         prefix = prefix or ""
         delimiter = delimiter or ""
-        if encoding_type:
+        if encoding_type == EncodingType.url:
             prefix = urlparse.quote(prefix)
             delimiter = urlparse.quote(delimiter)
 
@@ -1839,6 +1843,7 @@ def list_objects_v2(
                 "The continuation token provided is incorrect",
                 ArgumentName="continuation-token",
             )
+        validate_encoding_type(encoding_type)
 
         common_prefixes = set()
         count = 0
@@ -1847,14 +1852,14 @@ def list_objects_v2(
         max_keys = max_keys or 1000
         prefix = prefix or ""
         delimiter = delimiter or ""
-        if encoding_type:
+        start_after = start_after or ""
+        decoded_continuation_token = decode_continuation_token(continuation_token)
+
+        if encoding_type == EncodingType.url:
             prefix = urlparse.quote(prefix)
             delimiter = urlparse.quote(delimiter)
-        decoded_continuation_token = (
-            to_str(base64.urlsafe_b64decode(continuation_token.encode()))
-            if continuation_token
-            else None
-        )
+            start_after = urlparse.quote(start_after)
+            decoded_continuation_token = urlparse.quote(decoded_continuation_token)
 
         s3_objects: list[Object] = []
 
@@ -1890,7 +1895,7 @@ def list_objects_v2(
             # After skipping all entries, verify we're not over the MaxKeys before adding a new entry
             if count >= max_keys:
                 is_truncated = True
-                next_continuation_token = to_str(base64.urlsafe_b64encode(s3_object.key.encode()))
+                next_continuation_token = encode_continuation_token(s3_object.key)
                 break
 
             # if we found a new CommonPrefix, add it to the CommonPrefixes
@@ -1971,6 +1976,7 @@ def list_object_versions(
                 ArgumentName="version-id-marker",
                 ArgumentValue=version_id_marker,
             )
+        validate_encoding_type(encoding_type)
 
         store, s3_bucket = self._get_cross_account_bucket(context, bucket)
         common_prefixes = set()
@@ -1981,7 +1987,7 @@ def list_object_versions(
         max_keys = max_keys or 1000
         prefix = prefix or ""
         delimiter = delimiter or ""
-        if encoding_type:
+        if encoding_type == EncodingType.url:
             prefix = urlparse.quote(prefix)
             delimiter = urlparse.quote(delimiter)
         version_key_marker_found = False
@@ -2968,6 +2974,7 @@ def list_multipart_uploads(
         **kwargs,
     ) -> ListMultipartUploadsOutput:
         store, s3_bucket = self._get_cross_account_bucket(context, bucket)
+        validate_encoding_type(encoding_type)
 
         common_prefixes = set()
         count = 0
@@ -2975,7 +2982,7 @@ def list_multipart_uploads(
         max_uploads = max_uploads or 1000
         prefix = prefix or ""
         delimiter = delimiter or ""
-        if encoding_type:
+        if encoding_type == EncodingType.url:
             prefix = urlparse.quote(prefix)
             delimiter = urlparse.quote(delimiter)
         upload_id_marker_found = False
diff --git a/localstack-core/localstack/services/s3/utils.py b/localstack-core/localstack/services/s3/utils.py
index 813a06cb506b8..e7990b59bcaf3 100644
--- a/localstack-core/localstack/services/s3/utils.py
+++ b/localstack-core/localstack/services/s3/utils.py
@@ -1173,3 +1173,23 @@ def get_bucket_location_xml(location_constraint: str) -> str:
         '<LocationConstraint xmlns="http://s3.amazonaws.com/doc/2006-03-01/"'
         + ("/>" if not location_constraint else f">{location_constraint}</LocationConstraint>")
     )
+
+
+def encode_continuation_token(value: str) -> str:
+    """
+    :param value: a string value to be encoded
+    :return: a base64 encoded S3 ContinuationMarker
+    """
+    return base64.b64encode(value.encode(), altchars=b"._").decode("ascii")
+
+
+def decode_continuation_token(value: str | None) -> str:
+    """
+    Pendant to ``encode_continuation_token``, will decode the value back to its original form
+    :param value: a ContinuationMarker value
+    :return: a string from the base64 decoded value
+    """
+    if value is None:
+        return ""
+
+    return base64.b64decode(value, altchars=b"._").decode("ascii")
diff --git a/localstack-core/localstack/services/s3/validation.py b/localstack-core/localstack/services/s3/validation.py
index 509300fc447a5..bd015d8472ecc 100644
--- a/localstack-core/localstack/services/s3/validation.py
+++ b/localstack-core/localstack/services/s3/validation.py
@@ -15,6 +15,7 @@
     BucketName,
     ChecksumAlgorithm,
     CORSConfiguration,
+    EncodingType,
     Grant,
     Grantee,
     Grants,
@@ -520,3 +521,12 @@ def validate_checksum_value(checksum_value: str, checksum_algorithm: ChecksumAlg
             valid_length = 0
 
     return len(checksum) == valid_length
+
+
+def validate_encoding_type(encoding_type: EncodingType):
+    if encoding_type is not None and not encoding_type == EncodingType.url:
+        raise InvalidArgument(
+            "Invalid Encoding Method specified in Request",
+            ArgumentName="encoding-type",
+            ArgumentValue=encoding_type,
+        )
diff --git a/tests/aws/services/s3/test_s3_list_operations.py b/tests/aws/services/s3/test_s3_list_operations.py
index bf31be7f14467..e8f9a27c5e411 100644
--- a/tests/aws/services/s3/test_s3_list_operations.py
+++ b/tests/aws/services/s3/test_s3_list_operations.py
@@ -5,6 +5,7 @@
 
 import datetime
 from io import BytesIO
+from urllib.parse import quote
 
 import pytest
 import xmltodict
@@ -477,6 +478,114 @@ def test_list_objects_v2_continuation_common_prefixes(self, s3_bucket, snapshot,
         snapshot.match("list-objects-v2-end", response)
         assert "NextContinuationToken" not in response
 
+    @markers.aws.validated
+    def test_list_objects_v2_continuation_token_safe_chars(
+        self, s3_bucket, snapshot, aws_client_factory
+    ):
+        snapshot.add_transformer(snapshot.transform.s3_api())
+        # S3 does not have a consistent ContinuationToken, must be based on a paginator
+        snapshot.add_transformer(
+            snapshot.transform.key_value("NextContinuationToken", reference_replacement=False)
+        )
+        snapshot.add_transformer(
+            snapshot.transform.key_value("ContinuationToken", reference_replacement=False)
+        )
+        # we disable validation on the client to be able to set EncodingType to None (only valid value is `url`)
+        s3_client = aws_client_factory(config=Config(parameter_validation=False)).s3
+        keys = [
+            "file%2Fname",
+            "test@key/",
+            "test%123",
+            "test%percent",
+            "test key/",
+            "test key//",
+            "test%123/",
+            "a/%F0%9F%98%80/",
+            "date=2026-01-01/",
+            "date=2026-02-01/",
+            "date=2026-03-01/",
+            "date=2026-05-01/",
+        ]
+        for key in keys:
+            s3_client.put_object(Bucket=s3_bucket, Key=key)
+
+        response = s3_client.list_objects_v2(Bucket=s3_bucket, MaxKeys=5)
+        snapshot.match("list-objects-v2-max-5", response)
+
+        continuation_token = response["NextContinuationToken"]
+
+        response = s3_client.list_objects_v2(Bucket=s3_bucket, ContinuationToken=continuation_token)
+        snapshot.match("list-objects-v2-rest", response)
+
+        start_after = keys[-3]
+        # forcing the EncodingType to be `None` to verify behavior
+        response = s3_client.list_objects_v2(
+            Bucket=s3_bucket,
+            StartAfter=start_after,
+            MaxKeys=2,
+            EncodingType=None,
+        )
+        snapshot.match("list-objects-start-after", response)
+
+        response = s3_client.list_objects_v2(
+            Bucket=s3_bucket,
+            StartAfter=start_after,
+            MaxKeys=2,
+            EncodingType="url",
+        )
+        snapshot.match("list-objects-start-after-url-type", response)
+
+        url_safe_key = quote(start_after)
+        response = s3_client.list_objects_v2(Bucket=s3_bucket, StartAfter=url_safe_key, MaxKeys=2)
+        snapshot.match("list-objects-start-after-encoded", response)
+        continuation_token_2 = response["NextContinuationToken"]
+
+        response = s3_client.list_objects_v2(
+            Bucket=s3_bucket,
+            StartAfter=start_after,
+            ContinuationToken=continuation_token_2,
+            MaxKeys=2,
+        )
+        snapshot.match("list-objects-start-after-token", response)
+
+        response = s3_client.list_objects_v2(
+            Bucket=s3_bucket,
+            ContinuationToken=continuation_token_2,
+            MaxKeys=2,
+        )
+        snapshot.match("list-objects-continuation-token-2", response)
+
+    @markers.aws.validated
+    @pytest.mark.parametrize(
+        "s3_operation",
+        (
+            "list_objects_v2",
+            "list_objects",
+            "list_object_versions",
+            "list_multipart_uploads",
+        ),
+    )
+    def test_list_ops_encoding_type_validation(
+        self, s3_bucket, snapshot, aws_client_factory, s3_operation
+    ):
+        # we disable validation on the client to be able to set EncodingType to None (only valid value is `url`)
+        s3_client = aws_client_factory(config=Config(parameter_validation=False)).s3
+        if s3_operation == "list_object_versions":
+            # to test list_object_versions, we need the bucket to be versioned
+            s3_client.put_bucket_versioning(
+                Bucket=s3_bucket, VersioningConfiguration={"Status": "Enabled"}
+            )
+
+        client_method = getattr(s3_client, s3_operation)
+
+        with pytest.raises(ClientError) as e:
+            client_method(Bucket=s3_bucket, EncodingType="value")
+        snapshot.match(f"{s3_operation}-error-wrong-value", e.value.response)
+
+        with pytest.raises(ClientError) as e:
+            client_method(Bucket=s3_bucket, EncodingType="")
+        snapshot.match(f"{s3_operation}-error-empty-value", e.value.response)
+
 
 class TestS3ListObjectVersions:
     @markers.aws.validated
diff --git a/tests/aws/services/s3/test_s3_list_operations.snapshot.json b/tests/aws/services/s3/test_s3_list_operations.snapshot.json
index fd936f509322f..8bfa0bf822241 100644
--- a/tests/aws/services/s3/test_s3_list_operations.snapshot.json
+++ b/tests/aws/services/s3/test_s3_list_operations.snapshot.json
@@ -3384,5 +3384,477 @@
         }
       }
     }
+  },
+  "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListObjectsV2::test_list_objects_v2_continuation_token_safe_chars": {
+    "recorded-date": "12-02-2026, 07:39:42",
+    "recorded-content": {
+      "list-objects-v2-max-5": {
+        "Contents": [
+          {
+            "ChecksumAlgorithm": [
+              "CRC32"
+            ],
+            "ChecksumType": "FULL_OBJECT",
+            "ETag": "\"d41d8cd98f00b204e9800998ecf8427e\"",
+            "Key": "a/%F0%9F%98%80/",
+            "LastModified": "datetime",
+            "Size": 0,
+            "StorageClass": "STANDARD"
+          },
+          {
+            "ChecksumAlgorithm": [
+              "CRC32"
+            ],
+            "ChecksumType": "FULL_OBJECT",
+            "ETag": "\"d41d8cd98f00b204e9800998ecf8427e\"",
+            "Key": "date=2026-01-01/",
+            "LastModified": "datetime",
+            "Size": 0,
+            "StorageClass": "STANDARD"
+          },
+          {
+            "ChecksumAlgorithm": [
+              "CRC32"
+            ],
+            "ChecksumType": "FULL_OBJECT",
+            "ETag": "\"d41d8cd98f00b204e9800998ecf8427e\"",
+            "Key": "date=2026-02-01/",
+            "LastModified": "datetime",
+            "Size": 0,
+            "StorageClass": "STANDARD"
+          },
+          {
+            "ChecksumAlgorithm": [
+              "CRC32"
+            ],
+            "ChecksumType": "FULL_OBJECT",
+            "ETag": "\"d41d8cd98f00b204e9800998ecf8427e\"",
+            "Key": "date=2026-03-01/",
+            "LastModified": "datetime",
+            "Size": 0,
+            "StorageClass": "STANDARD"
+          },
+          {
+            "ChecksumAlgorithm": [
+              "CRC32"
+            ],
+            "ChecksumType": "FULL_OBJECT",
+            "ETag": "\"d41d8cd98f00b204e9800998ecf8427e\"",
+            "Key": "date=2026-05-01/",
+            "LastModified": "datetime",
+            "Size": 0,
+            "StorageClass": "STANDARD"
+          }
+        ],
+        "EncodingType": "url",
+        "IsTruncated": true,
+        "KeyCount": 5,
+        "MaxKeys": 5,
+        "Name": "<bucket-name:1>",
+        "NextContinuationToken": "next-continuation-token",
+        "Prefix": "",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "list-objects-v2-rest": {
+        "Contents": [
+          {
+            "ChecksumAlgorithm": [
+              "CRC32"
+            ],
+            "ChecksumType": "FULL_OBJECT",
+            "ETag": "\"d41d8cd98f00b204e9800998ecf8427e\"",
+            "Key": "file%2Fname",
+            "LastModified": "datetime",
+            "Size": 0,
+            "StorageClass": "STANDARD"
+          },
+          {
+            "ChecksumAlgorithm": [
+              "CRC32"
+            ],
+            "ChecksumType": "FULL_OBJECT",
+            "ETag": "\"d41d8cd98f00b204e9800998ecf8427e\"",
+            "Key": "test key/",
+            "LastModified": "datetime",
+            "Size": 0,
+            "StorageClass": "STANDARD"
+          },
+          {
+            "ChecksumAlgorithm": [
+              "CRC32"
+            ],
+            "ChecksumType": "FULL_OBJECT",
+            "ETag": "\"d41d8cd98f00b204e9800998ecf8427e\"",
+            "Key": "test key//",
+            "LastModified": "datetime",
+            "Size": 0,
+            "StorageClass": "STANDARD"
+          },
+          {
+            "ChecksumAlgorithm": [
+              "CRC32"
+            ],
+            "ChecksumType": "FULL_OBJECT",
+            "ETag": "\"d41d8cd98f00b204e9800998ecf8427e\"",
+            "Key": "test%123",
+            "LastModified": "datetime",
+            "Size": 0,
+            "StorageClass": "STANDARD"
+          },
+          {
+            "ChecksumAlgorithm": [
+              "CRC32"
+            ],
+            "ChecksumType": "FULL_OBJECT",
+            "ETag": "\"d41d8cd98f00b204e9800998ecf8427e\"",
+            "Key": "test%123/",
+            "LastModified": "datetime",
+            "Size": 0,
+            "StorageClass": "STANDARD"
+          },
+          {
+            "ChecksumAlgorithm": [
+              "CRC32"
+            ],
+            "ChecksumType": "FULL_OBJECT",
+            "ETag": "\"d41d8cd98f00b204e9800998ecf8427e\"",
+            "Key": "test%percent",
+            "LastModified": "datetime",
+            "Size": 0,
+            "StorageClass": "STANDARD"
+          },
+          {
+            "ChecksumAlgorithm": [
+              "CRC32"
+            ],
+            "ChecksumType": "FULL_OBJECT",
+            "ETag": "\"d41d8cd98f00b204e9800998ecf8427e\"",
+            "Key": "test@key/",
+            "LastModified": "datetime",
+            "Size": 0,
+            "StorageClass": "STANDARD"
+          }
+        ],
+        "ContinuationToken": "continuation-token",
+        "EncodingType": "url",
+        "IsTruncated": false,
+        "KeyCount": 7,
+        "MaxKeys": 1000,
+        "Name": "<bucket-name:1>",
+        "Prefix": "",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "list-objects-start-after": {
+        "Contents": [
+          {
+            "ChecksumAlgorithm": [
+              "CRC32"
+            ],
+            "ChecksumType": "FULL_OBJECT",
+            "ETag": "\"d41d8cd98f00b204e9800998ecf8427e\"",
+            "Key": "date=2026-03-01/",
+            "LastModified": "datetime",
+            "Size": 0,
+            "StorageClass": "STANDARD"
+          },
+          {
+            "ChecksumAlgorithm": [
+              "CRC32"
+            ],
+            "ChecksumType": "FULL_OBJECT",
+            "ETag": "\"d41d8cd98f00b204e9800998ecf8427e\"",
+            "Key": "date=2026-05-01/",
+            "LastModified": "datetime",
+            "Size": 0,
+            "StorageClass": "STANDARD"
+          }
+        ],
+        "IsTruncated": true,
+        "KeyCount": 2,
+        "MaxKeys": 2,
+        "Name": "<bucket-name:1>",
+        "NextContinuationToken": "next-continuation-token",
+        "Prefix": "",
+        "StartAfter": "date=2026-02-01/",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "list-objects-start-after-url-type": {
+        "Contents": [
+          {
+            "ChecksumAlgorithm": [
+              "CRC32"
+            ],
+            "ChecksumType": "FULL_OBJECT",
+            "ETag": "\"d41d8cd98f00b204e9800998ecf8427e\"",
+            "Key": "date%3D2026-03-01/",
+            "LastModified": "datetime",
+            "Size": 0,
+            "StorageClass": "STANDARD"
+          },
+          {
+            "ChecksumAlgorithm": [
+              "CRC32"
+            ],
+            "ChecksumType": "FULL_OBJECT",
+            "ETag": "\"d41d8cd98f00b204e9800998ecf8427e\"",
+            "Key": "date%3D2026-05-01/",
+            "LastModified": "datetime",
+            "Size": 0,
+            "StorageClass": "STANDARD"
+          }
+        ],
+        "EncodingType": "url",
+        "IsTruncated": true,
+        "KeyCount": 2,
+        "MaxKeys": 2,
+        "Name": "<bucket-name:1>",
+        "NextContinuationToken": "next-continuation-token",
+        "Prefix": "",
+        "StartAfter": "date%3D2026-02-01/",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "list-objects-start-after-encoded": {
+        "Contents": [
+          {
+            "ChecksumAlgorithm": [
+              "CRC32"
+            ],
+            "ChecksumType": "FULL_OBJECT",
+            "ETag": "\"d41d8cd98f00b204e9800998ecf8427e\"",
+            "Key": "date=2026-01-01/",
+            "LastModified": "datetime",
+            "Size": 0,
+            "StorageClass": "STANDARD"
+          },
+          {
+            "ChecksumAlgorithm": [
+              "CRC32"
+            ],
+            "ChecksumType": "FULL_OBJECT",
+            "ETag": "\"d41d8cd98f00b204e9800998ecf8427e\"",
+            "Key": "date=2026-02-01/",
+            "LastModified": "datetime",
+            "Size": 0,
+            "StorageClass": "STANDARD"
+          }
+        ],
+        "EncodingType": "url",
+        "IsTruncated": true,
+        "KeyCount": 2,
+        "MaxKeys": 2,
+        "Name": "<bucket-name:1>",
+        "NextContinuationToken": "next-continuation-token",
+        "Prefix": "",
+        "StartAfter": "date%3D2026-02-01/",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "list-objects-start-after-token": {
+        "Contents": [
+          {
+            "ChecksumAlgorithm": [
+              "CRC32"
+            ],
+            "ChecksumType": "FULL_OBJECT",
+            "ETag": "\"d41d8cd98f00b204e9800998ecf8427e\"",
+            "Key": "date=2026-03-01/",
+            "LastModified": "datetime",
+            "Size": 0,
+            "StorageClass": "STANDARD"
+          },
+          {
+            "ChecksumAlgorithm": [
+              "CRC32"
+            ],
+            "ChecksumType": "FULL_OBJECT",
+            "ETag": "\"d41d8cd98f00b204e9800998ecf8427e\"",
+            "Key": "date=2026-05-01/",
+            "LastModified": "datetime",
+            "Size": 0,
+            "StorageClass": "STANDARD"
+          }
+        ],
+        "ContinuationToken": "continuation-token",
+        "EncodingType": "url",
+        "IsTruncated": true,
+        "KeyCount": 2,
+        "MaxKeys": 2,
+        "Name": "<bucket-name:1>",
+        "NextContinuationToken": "next-continuation-token",
+        "Prefix": "",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "list-objects-continuation-token-2": {
+        "Contents": [
+          {
+            "ChecksumAlgorithm": [
+              "CRC32"
+            ],
+            "ChecksumType": "FULL_OBJECT",
+            "ETag": "\"d41d8cd98f00b204e9800998ecf8427e\"",
+            "Key": "date=2026-03-01/",
+            "LastModified": "datetime",
+            "Size": 0,
+            "StorageClass": "STANDARD"
+          },
+          {
+            "ChecksumAlgorithm": [
+              "CRC32"
+            ],
+            "ChecksumType": "FULL_OBJECT",
+            "ETag": "\"d41d8cd98f00b204e9800998ecf8427e\"",
+            "Key": "date=2026-05-01/",
+            "LastModified": "datetime",
+            "Size": 0,
+            "StorageClass": "STANDARD"
+          }
+        ],
+        "ContinuationToken": "continuation-token",
+        "EncodingType": "url",
+        "IsTruncated": true,
+        "KeyCount": 2,
+        "MaxKeys": 2,
+        "Name": "<bucket-name:1>",
+        "NextContinuationToken": "next-continuation-token",
+        "Prefix": "",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListObjectsV2::test_list_ops_encoding_type_validation[list_objects_v2]": {
+    "recorded-date": "12-02-2026, 10:24:30",
+    "recorded-content": {
+      "list_objects_v2-error-wrong-value": {
+        "Error": {
+          "ArgumentName": "encoding-type",
+          "ArgumentValue": "value",
+          "Code": "InvalidArgument",
+          "Message": "Invalid Encoding Method specified in Request"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "list_objects_v2-error-empty-value": {
+        "Error": {
+          "ArgumentName": "encoding-type",
+          "ArgumentValue": null,
+          "Code": "InvalidArgument",
+          "Message": "Invalid Encoding Method specified in Request"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListObjectsV2::test_list_ops_encoding_type_validation[list_objects]": {
+    "recorded-date": "12-02-2026, 10:24:32",
+    "recorded-content": {
+      "list_objects-error-wrong-value": {
+        "Error": {
+          "ArgumentName": "encoding-type",
+          "ArgumentValue": "value",
+          "Code": "InvalidArgument",
+          "Message": "Invalid Encoding Method specified in Request"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "list_objects-error-empty-value": {
+        "Error": {
+          "ArgumentName": "encoding-type",
+          "ArgumentValue": null,
+          "Code": "InvalidArgument",
+          "Message": "Invalid Encoding Method specified in Request"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListObjectsV2::test_list_ops_encoding_type_validation[list_object_versions]": {
+    "recorded-date": "12-02-2026, 10:24:34",
+    "recorded-content": {
+      "list_object_versions-error-wrong-value": {
+        "Error": {
+          "ArgumentName": "encoding-type",
+          "ArgumentValue": "value",
+          "Code": "InvalidArgument",
+          "Message": "Invalid Encoding Method specified in Request"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "list_object_versions-error-empty-value": {
+        "Error": {
+          "ArgumentName": "encoding-type",
+          "ArgumentValue": null,
+          "Code": "InvalidArgument",
+          "Message": "Invalid Encoding Method specified in Request"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListObjectsV2::test_list_ops_encoding_type_validation[list_multipart_uploads]": {
+    "recorded-date": "12-02-2026, 10:24:36",
+    "recorded-content": {
+      "list_multipart_uploads-error-wrong-value": {
+        "Error": {
+          "ArgumentName": "encoding-type",
+          "ArgumentValue": "value",
+          "Code": "InvalidArgument",
+          "Message": "Invalid Encoding Method specified in Request"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "list_multipart_uploads-error-empty-value": {
+        "Error": {
+          "ArgumentName": "encoding-type",
+          "ArgumentValue": null,
+          "Code": "InvalidArgument",
+          "Message": "Invalid Encoding Method specified in Request"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/s3/test_s3_list_operations.validation.json b/tests/aws/services/s3/test_s3_list_operations.validation.json
index 53a97f30167e7..827ca3471ad50 100644
--- a/tests/aws/services/s3/test_s3_list_operations.validation.json
+++ b/tests/aws/services/s3/test_s3_list_operations.validation.json
@@ -83,12 +83,57 @@
   "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListObjectsV2::test_list_objects_v2_continuation_start_after": {
     "last_validated_date": "2025-01-21T18:14:48+00:00"
   },
+  "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListObjectsV2::test_list_objects_v2_continuation_token_safe_chars": {
+    "last_validated_date": "2026-02-12T07:39:43+00:00",
+    "durations_in_seconds": {
+      "setup": 1.03,
+      "call": 2.6,
+      "teardown": 1.11,
+      "total": 4.74
+    }
+  },
   "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListObjectsV2::test_list_objects_v2_with_prefix": {
     "last_validated_date": "2025-01-21T18:14:40+00:00"
   },
   "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListObjectsV2::test_list_objects_v2_with_prefix_and_delimiter": {
     "last_validated_date": "2025-01-21T18:14:43+00:00"
   },
+  "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListObjectsV2::test_list_ops_encoding_type_validation[list_multipart_uploads]": {
+    "last_validated_date": "2026-02-12T10:24:36+00:00",
+    "durations_in_seconds": {
+      "setup": 0.53,
+      "call": 0.68,
+      "teardown": 0.59,
+      "total": 1.8
+    }
+  },
+  "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListObjectsV2::test_list_ops_encoding_type_validation[list_object_versions]": {
+    "last_validated_date": "2026-02-12T10:24:35+00:00",
+    "durations_in_seconds": {
+      "setup": 0.52,
+      "call": 0.91,
+      "teardown": 0.61,
+      "total": 2.04
+    }
+  },
+  "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListObjectsV2::test_list_ops_encoding_type_validation[list_objects]": {
+    "last_validated_date": "2026-02-12T10:24:33+00:00",
+    "durations_in_seconds": {
+      "setup": 0.55,
+      "call": 0.67,
+      "teardown": 0.64,
+      "total": 1.86
+    }
+  },
+  "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListObjectsV2::test_list_ops_encoding_type_validation[list_objects_v2]": {
+    "last_validated_date": "2026-02-12T10:24:31+00:00",
+    "durations_in_seconds": {
+      "setup": 1.02,
+      "call": 0.68,
+      "teardown": 0.61,
+      "total": 2.31
+    }
+  },
   "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListParts::test_list_parts_empty_part_number_marker": {
     "last_validated_date": "2025-01-21T18:15:20+00:00"
   },
diff --git a/tests/unit/services/s3/test_s3.py b/tests/unit/services/s3/test_s3.py
index 8c19399806fa2..adac05fd12298 100644
--- a/tests/unit/services/s3/test_s3.py
+++ b/tests/unit/services/s3/test_s3.py
@@ -828,3 +828,26 @@ def test_decode_header_rfc2047(self, header, expected):
     )
     def test_sanitize_for_latin_1_header(self, header, expected):
         assert replace_non_iso_8859_1_characters(header) == expected
+
+
+class TestS3ContinuationToken:
+    @pytest.mark.parametrize(
+        "key",
+        [
+            "file%2Fname",
+            "test@key/",
+            "test%123",
+            "test%percent",
+            "test key/",
+            "test key//",
+            "test%123/",
+            "a/%F0%9F%98%80/",
+            "date=2026-01-01/",
+            "date=2026-02-01/",
+            "date=2026-03-01/",
+            "date=2026-05-01/",
+        ],
+    )
+    def test_continuation_token_is_consistent(self, key):
+        encoded_key = s3_utils.encode_continuation_token(key)
+        assert s3_utils.decode_continuation_token(encoded_key) == key

From 9b4b550e46795ba4930f12d6f63f00a984a040be Mon Sep 17 00:00:00 2001
From: Alex Rashed <2796604+alexrashed@users.noreply.github.com>
Date: Thu, 12 Feb 2026 12:42:41 +0100
Subject: [PATCH 621/697] fix cli import in watcher (#13750)

---
 localstack-core/localstack/dev/run/watcher.py | 5 ++++-
 1 file changed, 4 insertions(+), 1 deletion(-)

diff --git a/localstack-core/localstack/dev/run/watcher.py b/localstack-core/localstack/dev/run/watcher.py
index 1635ed5233f6b..63fa7b07ff7eb 100644
--- a/localstack-core/localstack/dev/run/watcher.py
+++ b/localstack-core/localstack/dev/run/watcher.py
@@ -5,10 +5,10 @@
 import time
 from pathlib import Path
 
+from rich.console import Console
 from watchdog.events import FileSystemEvent, FileSystemEventHandler
 from watchdog.observers import Observer
 
-from localstack.cli import console
 from localstack.dev.run.paths import HOST_PATH_MAPPINGS, HostPaths
 from localstack.utils.container_utils.container_client import ContainerClient
 from localstack.utils.threads import TMP_THREADS, FuncThread
@@ -16,6 +16,9 @@
 DEBOUNCE_WINDOW = 0.5
 
 
+console = Console()
+
+
 class ChangeHandler(FileSystemEventHandler):
     """Handles file system events for .py files, debouncing and signalling the container."""
 

From 4f9792f57dfc01950e7c4b77ec68352e35011609 Mon Sep 17 00:00:00 2001
From: Shubh Kesharwani <95687419+shubhiscoding@users.noreply.github.com>
Date: Thu, 12 Feb 2026 17:46:49 +0530
Subject: [PATCH 622/697] fix(apigateway): prevent deletion of stages during
 deployment replacement (#13736)

Co-authored-by: Mathieu Cloutier <79954947+cloutierMat@users.noreply.github.com>
---
 .../services/apigateway/legacy/provider.py    |  4 +
 .../apigateway/test_apigateway_api.py         | 55 ++++++++++++
 .../test_apigateway_api.snapshot.json         | 69 +++++++++++++++
 .../test_apigateway_api.validation.json       |  9 ++
 .../resources/test_apigateway.py              | 52 +++++++++++
 .../resources/test_apigateway.snapshot.json   | 53 ++++++++++++
 .../resources/test_apigateway.validation.json |  9 ++
 .../apigateway-mock-cors-deployment.json      | 86 +++++++++++++++++++
 8 files changed, 337 insertions(+)
 create mode 100644 tests/aws/templates/apigateway-mock-cors-deployment.json

diff --git a/localstack-core/localstack/services/apigateway/legacy/provider.py b/localstack-core/localstack/services/apigateway/legacy/provider.py
index 3d4d0307a657f..c946f0a7733d4 100644
--- a/localstack-core/localstack/services/apigateway/legacy/provider.py
+++ b/localstack-core/localstack/services/apigateway/legacy/provider.py
@@ -1174,6 +1174,10 @@ def get_stages(
             self._patch_stage_response(stage)
             if not stage.get("description"):
                 stage.pop("description", None)
+        if deployment_id:
+            response["item"] = [
+                s for s in response["item"] if s.get("deploymentId") == deployment_id
+            ]
         return Stages(**response)
 
     @handler("UpdateStage")
diff --git a/tests/aws/services/apigateway/test_apigateway_api.py b/tests/aws/services/apigateway/test_apigateway_api.py
index 83ba8beaf8f46..5ea4cfde41f46 100644
--- a/tests/aws/services/apigateway/test_apigateway_api.py
+++ b/tests/aws/services/apigateway/test_apigateway_api.py
@@ -4402,3 +4402,58 @@ def test_lifecycle_method_response(self, aws_client, apigw_create_rest_api, snap
             statusCode="200",
         )
         snapshot.match("delete-method-response", delete_response)
+
+
+class TestApiGatewayStage:
+    @markers.aws.validated
+    def test_get_stages_filters_by_deployment_id(self, aws_client, apigw_create_rest_api, snapshot):
+        """
+        Regression test for https://github.com/localstack/localstack/issues/13667
+        Verifies that get_stages filters results by deploymentId when provided.
+        """
+        snapshot.add_transformer(snapshot.transform.key_value("deploymentId"))
+
+        # Create REST API with a MOCK method (required for deployment)
+        response = apigw_create_rest_api(name=f"test-stages-{short_uid()}")
+        api_id = response["id"]
+        root_id = response["rootResourceId"]
+
+        aws_client.apigateway.put_method(
+            restApiId=api_id,
+            resourceId=root_id,
+            httpMethod="GET",
+            authorizationType="NONE",
+        )
+        aws_client.apigateway.put_integration(
+            restApiId=api_id,
+            resourceId=root_id,
+            httpMethod="GET",
+            type="MOCK",
+            requestTemplates={"application/json": '{"statusCode": 200}'},
+        )
+
+        # Create two deployments with different stages
+        deploy1 = aws_client.apigateway.create_deployment(restApiId=api_id, stageName="stage1")
+        if is_aws_cloud():
+            time.sleep(1)
+        deploy2 = aws_client.apigateway.create_deployment(restApiId=api_id, stageName="stage2")
+
+        # get_stages without deploymentId returns all stages
+        all_stages = aws_client.apigateway.get_stages(restApiId=api_id)
+        snapshot.match("all-stages", all_stages)
+        assert len(all_stages["item"]) == 2
+
+        # get_stages with deploymentId should return only the matching stage
+        stages_deploy1 = aws_client.apigateway.get_stages(
+            restApiId=api_id, deploymentId=deploy1["id"]
+        )
+        snapshot.match("stages-deploy1", stages_deploy1)
+        assert len(stages_deploy1["item"]) == 1
+        assert stages_deploy1["item"][0]["stageName"] == "stage1"
+
+        stages_deploy2 = aws_client.apigateway.get_stages(
+            restApiId=api_id, deploymentId=deploy2["id"]
+        )
+        snapshot.match("stages-deploy2", stages_deploy2)
+        assert len(stages_deploy2["item"]) == 1
+        assert stages_deploy2["item"][0]["stageName"] == "stage2"
diff --git a/tests/aws/services/apigateway/test_apigateway_api.snapshot.json b/tests/aws/services/apigateway/test_apigateway_api.snapshot.json
index 2702128105931..6ce3e0a608baa 100644
--- a/tests/aws/services/apigateway/test_apigateway_api.snapshot.json
+++ b/tests/aws/services/apigateway/test_apigateway_api.snapshot.json
@@ -5253,5 +5253,74 @@
         }
       }
     }
+  },
+  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayStage::test_get_stages_filters_by_deployment_id": {
+    "recorded-date": "11-02-2026, 21:15:28",
+    "recorded-content": {
+      "all-stages": {
+        "item": [
+          {
+            "cacheClusterEnabled": false,
+            "cacheClusterStatus": "NOT_AVAILABLE",
+            "createdDate": "datetime",
+            "deploymentId": "<deployment-id:1>",
+            "lastUpdatedDate": "datetime",
+            "methodSettings": {},
+            "stageName": "stage1",
+            "tracingEnabled": false
+          },
+          {
+            "cacheClusterEnabled": false,
+            "cacheClusterStatus": "NOT_AVAILABLE",
+            "createdDate": "datetime",
+            "deploymentId": "<deployment-id:2>",
+            "lastUpdatedDate": "datetime",
+            "methodSettings": {},
+            "stageName": "stage2",
+            "tracingEnabled": false
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "stages-deploy1": {
+        "item": [
+          {
+            "cacheClusterEnabled": false,
+            "cacheClusterStatus": "NOT_AVAILABLE",
+            "createdDate": "datetime",
+            "deploymentId": "<deployment-id:1>",
+            "lastUpdatedDate": "datetime",
+            "methodSettings": {},
+            "stageName": "stage1",
+            "tracingEnabled": false
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "stages-deploy2": {
+        "item": [
+          {
+            "cacheClusterEnabled": false,
+            "cacheClusterStatus": "NOT_AVAILABLE",
+            "createdDate": "datetime",
+            "deploymentId": "<deployment-id:2>",
+            "lastUpdatedDate": "datetime",
+            "methodSettings": {},
+            "stageName": "stage2",
+            "tracingEnabled": false
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/apigateway/test_apigateway_api.validation.json b/tests/aws/services/apigateway/test_apigateway_api.validation.json
index 911b6f289e0dc..42de305186484 100644
--- a/tests/aws/services/apigateway/test_apigateway_api.validation.json
+++ b/tests/aws/services/apigateway/test_apigateway_api.validation.json
@@ -260,6 +260,15 @@
   "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayGatewayResponse::test_update_gateway_response": {
     "last_validated_date": "2024-04-15T20:47:11+00:00"
   },
+  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayStage::test_get_stages_filters_by_deployment_id": {
+    "last_validated_date": "2026-02-11T21:15:28+00:00",
+    "durations_in_seconds": {
+      "setup": 1.07,
+      "call": 9.37,
+      "teardown": 0.28,
+      "total": 10.72
+    }
+  },
   "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayVpcLink::test_create_vpc_link_invalid_parameters": {
     "last_validated_date": "2025-12-15T04:55:32+00:00",
     "durations_in_seconds": {
diff --git a/tests/aws/services/cloudformation/resources/test_apigateway.py b/tests/aws/services/cloudformation/resources/test_apigateway.py
index 5f5798d8dc9e0..4010a870ba772 100644
--- a/tests/aws/services/cloudformation/resources/test_apigateway.py
+++ b/tests/aws/services/cloudformation/resources/test_apigateway.py
@@ -730,6 +730,58 @@ def test_serverless_like_deployment_with_update(
         get_fn_2 = aws_client.lambda_.get_function(FunctionName="test-service-local-api")
         assert get_fn_2["Configuration"]["Handler"] == "index.handler2"
 
+    @markers.aws.validated
+    def test_serverless_like_deployment_stage_survives_update(
+        self, deploy_cfn_template, aws_client, snapshot
+    ):
+        """
+        Regression test for https://github.com/localstack/localstack/issues/13667
+        When the Serverless Framework redeploys, it generates a new deployment logical ID each time.
+        CloudFormation sees this as Add(new) + Remove(old). The old deployment's delete handler
+        was incorrectly deleting stages that now belong to the new deployment, causing all
+        subsequent API requests (including CORS OPTIONS) to return 404.
+
+        Uses MOCK integrations (no Lambda dependency) to isolate the CF deployment replacement bug.
+        """
+        snapshot.add_transformer(snapshot.transform.key_value("deploymentId"))
+
+        template_path = os.path.join(
+            os.path.dirname(__file__), "../../../templates/apigateway-mock-cors-deployment.json"
+        )
+
+        # 1. Create stack with first deployment logical ID
+        stack = deploy_cfn_template(
+            template_path=template_path,
+            template_mapping={"deployment_logical_id": "Deploy1000000001", "response_msg": "v1"},
+        )
+        api_id = stack.outputs["ApiId"]
+
+        # Verify stage and deployment exist after initial creation
+        stages_after_create = aws_client.apigateway.get_stages(restApiId=api_id)
+        snapshot.match("stages-after-create", stages_after_create)
+        assert len(stages_after_create["item"]) == 1
+        assert stages_after_create["item"][0]["stageName"] == "local"
+
+        # 2. Update stack with a NEW deployment logical ID (simulates Serverless Framework redeploy)
+        # CF will Add Deploy2000000002, then Remove Deploy1000000001
+        deploy_cfn_template(
+            is_update=True,
+            stack_name=stack.stack_name,
+            template_path=template_path,
+            template_mapping={"deployment_logical_id": "Deploy2000000002", "response_msg": "v2"},
+        )
+
+        # KEY ASSERTIONS: stage must survive the deployment replacement
+        stages_after_update = aws_client.apigateway.get_stages(restApiId=api_id)
+        snapshot.match("stages-after-update", stages_after_update)
+        assert len(stages_after_update["item"]) == 1, (
+            "Stage 'local' was deleted during deployment replacement — this is the bug in #13667"
+        )
+        assert stages_after_update["item"][0]["stageName"] == "local"
+
+        deployments_after_update = aws_client.apigateway.get_deployments(restApiId=api_id)
+        snapshot.match("deployments-after-update", deployments_after_update)
+
 
 @markers.snapshot.skip_snapshot_verify(paths=["$..tags"])
 @markers.aws.validated
diff --git a/tests/aws/services/cloudformation/resources/test_apigateway.snapshot.json b/tests/aws/services/cloudformation/resources/test_apigateway.snapshot.json
index e142016552658..0ebf991cf5378 100644
--- a/tests/aws/services/cloudformation/resources/test_apigateway.snapshot.json
+++ b/tests/aws/services/cloudformation/resources/test_apigateway.snapshot.json
@@ -791,5 +791,58 @@
         }
       }
     }
+  },
+  "tests/aws/services/cloudformation/resources/test_apigateway.py::TestServerlessApigwLambda::test_serverless_like_deployment_stage_survives_update": {
+    "recorded-date": "11-02-2026, 20:08:58",
+    "recorded-content": {
+      "stages-after-create": {
+        "item": [
+          {
+            "cacheClusterEnabled": false,
+            "cacheClusterStatus": "NOT_AVAILABLE",
+            "createdDate": "datetime",
+            "deploymentId": "<deployment-id:1>",
+            "lastUpdatedDate": "datetime",
+            "methodSettings": {},
+            "stageName": "local",
+            "tracingEnabled": false
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "stages-after-update": {
+        "item": [
+          {
+            "cacheClusterEnabled": false,
+            "cacheClusterStatus": "NOT_AVAILABLE",
+            "createdDate": "datetime",
+            "deploymentId": "<deployment-id:2>",
+            "lastUpdatedDate": "datetime",
+            "methodSettings": {},
+            "stageName": "local",
+            "tracingEnabled": false
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "deployments-after-update": {
+        "items": [
+          {
+            "createdDate": "datetime",
+            "id": "<deployment-id:2>"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/cloudformation/resources/test_apigateway.validation.json b/tests/aws/services/cloudformation/resources/test_apigateway.validation.json
index 4008e85bfca4c..903515d5613f6 100644
--- a/tests/aws/services/cloudformation/resources/test_apigateway.validation.json
+++ b/tests/aws/services/cloudformation/resources/test_apigateway.validation.json
@@ -1,4 +1,13 @@
 {
+  "tests/aws/services/cloudformation/resources/test_apigateway.py::TestServerlessApigwLambda::test_serverless_like_deployment_stage_survives_update": {
+    "last_validated_date": "2026-02-11T20:09:05+00:00",
+    "durations_in_seconds": {
+      "setup": 0.46,
+      "call": 28.84,
+      "teardown": 7.06,
+      "total": 36.36
+    }
+  },
   "tests/aws/services/cloudformation/resources/test_apigateway.py::TestServerlessApigwLambda::test_serverless_like_deployment_with_update": {
     "last_validated_date": "2024-02-19T08:55:12+00:00"
   },
diff --git a/tests/aws/templates/apigateway-mock-cors-deployment.json b/tests/aws/templates/apigateway-mock-cors-deployment.json
new file mode 100644
index 0000000000000..7f3b5e3c2ebb9
--- /dev/null
+++ b/tests/aws/templates/apigateway-mock-cors-deployment.json
@@ -0,0 +1,86 @@
+{
+  "AWSTemplateFormatVersion": "2010-09-09",
+  "Resources": {
+    "Api": {
+      "Type": "AWS::ApiGateway::RestApi",
+      "Properties": {
+        "Name": "cors-test-api"
+      }
+    },
+    "MethodGet": {
+      "Type": "AWS::ApiGateway::Method",
+      "Properties": {
+        "RestApiId": { "Ref": "Api" },
+        "ResourceId": { "Fn::GetAtt": ["Api", "RootResourceId"] },
+        "HttpMethod": "GET",
+        "AuthorizationType": "NONE",
+        "Integration": {
+          "Type": "MOCK",
+          "RequestTemplates": {
+            "application/json": "{\"statusCode\":200}"
+          },
+          "IntegrationResponses": [
+            {
+              "StatusCode": "200",
+              "ResponseTemplates": {
+                "application/json": "{\"msg\":\"{{ response_msg }}\"}"
+              }
+            }
+          ]
+        },
+        "MethodResponses": [{ "StatusCode": "200" }]
+      }
+    },
+    "MethodOptions": {
+      "Type": "AWS::ApiGateway::Method",
+      "Properties": {
+        "RestApiId": { "Ref": "Api" },
+        "ResourceId": { "Fn::GetAtt": ["Api", "RootResourceId"] },
+        "HttpMethod": "OPTIONS",
+        "AuthorizationType": "NONE",
+        "Integration": {
+          "Type": "MOCK",
+          "RequestTemplates": {
+            "application/json": "{\"statusCode\":200}"
+          },
+          "IntegrationResponses": [
+            {
+              "StatusCode": "200",
+              "ResponseParameters": {
+                "method.response.header.Access-Control-Allow-Headers": "'Content-Type'",
+                "method.response.header.Access-Control-Allow-Methods": "'GET,OPTIONS'",
+                "method.response.header.Access-Control-Allow-Origin": "'*'"
+              },
+              "ResponseTemplates": {
+                "application/json": ""
+              }
+            }
+          ]
+        },
+        "MethodResponses": [
+          {
+            "StatusCode": "200",
+            "ResponseParameters": {
+              "method.response.header.Access-Control-Allow-Headers": false,
+              "method.response.header.Access-Control-Allow-Methods": false,
+              "method.response.header.Access-Control-Allow-Origin": false
+            }
+          }
+        ]
+      }
+    },
+    "{{ deployment_logical_id }}": {
+      "Type": "AWS::ApiGateway::Deployment",
+      "DependsOn": ["MethodGet", "MethodOptions"],
+      "Properties": {
+        "RestApiId": { "Ref": "Api" },
+        "StageName": "local"
+      }
+    }
+  },
+  "Outputs": {
+    "ApiId": {
+      "Value": { "Ref": "Api" }
+    }
+  }
+}

From 58d61f35cc0550d90323d045c53949a99dd58803 Mon Sep 17 00:00:00 2001
From: Giovanni Grano <me@giograno.com>
Date: Thu, 12 Feb 2026 17:09:34 +0100
Subject: [PATCH 623/697] DynamoDB: refactor the store for proper type
 annotations (#13256)

---
 .../localstack/services/dynamodb/models.py    |  31 +++-
 .../localstack/services/dynamodb/provider.py  | 146 ++++++++----------
 .../services/dynamodb/v2/provider.py          | 108 ++++++-------
 .../dynamodbstreams/dynamodbstreams_api.py    |  63 +++++---
 .../services/dynamodbstreams/models.py        |  14 +-
 .../services/dynamodbstreams/provider.py      |  18 ++-
 6 files changed, 194 insertions(+), 186 deletions(-)

diff --git a/localstack-core/localstack/services/dynamodb/models.py b/localstack-core/localstack/services/dynamodb/models.py
index cc6d7ee2e4939..46492f822dc50 100644
--- a/localstack-core/localstack/services/dynamodb/models.py
+++ b/localstack-core/localstack/services/dynamodb/models.py
@@ -3,10 +3,15 @@
 
 from localstack.aws.api.dynamodb import (
     AttributeMap,
+    BackupDetails,
+    ContinuousBackupsDescription,
+    GlobalTableDescription,
     Key,
+    KinesisDataStreamDestination,
     RegionName,
     ReplicaDescription,
     StreamViewType,
+    TableDescription,
     TableName,
     TimeToLiveSpecification,
 )
@@ -91,9 +96,20 @@ class TableRecords(TypedDict):
 RecordsMap = dict[TableName, TableRecords]
 
 
+class TableProperties(TypedDict, total=False):
+    ContinuousBackupsDescription: ContinuousBackupsDescription
+
+
+@dataclasses.dataclass
+class Backup:
+    details: BackupDetails
+    backup_file: str
+    table_name: str
+
+
 class DynamoDBStore(BaseStore):
     # maps global table names to configurations (for the legacy v.2017 tables)
-    GLOBAL_TABLES: dict[str, dict] = CrossRegionAttribute(default=dict)
+    GLOBAL_TABLES: dict[str, GlobalTableDescription] = CrossRegionAttribute(default=dict)
 
     # Maps table name to the region they exist in on DDBLocal (for v.2019 global tables)
     TABLE_REGION: dict[TableName, RegionName] = CrossRegionAttribute(default=dict)
@@ -104,19 +120,24 @@ class DynamoDBStore(BaseStore):
     )
 
     # cache table taggings - maps table ARN to tags dict
-    TABLE_TAGS: dict[str, dict] = CrossRegionAttribute(default=dict)
+    TABLE_TAGS: dict[str, dict[str, str]] = CrossRegionAttribute(default=dict)
 
     # maps table names to cached table definitions
-    table_definitions: dict[str, dict] = LocalAttribute(default=dict)
+    table_definitions: dict[str, TableDescription] = LocalAttribute(default=dict)
+
+    # map table name to streaming destinations
+    streaming_destinations: dict[str, list[KinesisDataStreamDestination]] = LocalAttribute(
+        default=dict
+    )
 
     # maps table names to additional table properties that are not stored upstream (e.g., ReplicaUpdates)
-    table_properties: dict[str, dict] = LocalAttribute(default=dict)
+    table_properties: dict[str, TableProperties] = LocalAttribute(default=dict)
 
     # maps table names to TTL specifications
     ttl_specifications: dict[str, TimeToLiveSpecification] = LocalAttribute(default=dict)
 
     # maps backups
-    backups: dict[str, dict] = LocalAttribute(default=dict)
+    backups: dict[str, Backup] = LocalAttribute(default=dict)
 
 
 dynamodb_stores = AccountRegionBundle("dynamodb", DynamoDBStore)
diff --git a/localstack-core/localstack/services/dynamodb/provider.py b/localstack-core/localstack/services/dynamodb/provider.py
index 9087f7649d046..a5511a877c062 100644
--- a/localstack-core/localstack/services/dynamodb/provider.py
+++ b/localstack-core/localstack/services/dynamodb/provider.py
@@ -6,7 +6,6 @@
 import re
 import threading
 import time
-import traceback
 from collections import defaultdict
 from concurrent.futures import ThreadPoolExecutor
 from contextlib import contextmanager
@@ -64,6 +63,7 @@
     GetItemOutput,
     GlobalTableAlreadyExistsException,
     GlobalTableNotFoundException,
+    KinesisDataStreamDestination,
     KinesisStreamingDestinationOutput,
     ListGlobalTablesOutput,
     ListTablesInputLimit,
@@ -274,7 +274,12 @@ def forward_to_kinesis_stream(
             table_arn = arns.dynamodb_table_arn(table_name, account_id, region_name)
             records = table_records["records"]
             table_def = store.table_definitions.get(table_name) or {}
-            stream_arn = table_def["KinesisDataStreamDestinations"][-1]["StreamArn"]
+            destinations = store.streaming_destinations.get(table_name)
+            if not destinations:
+                LOG.debug("Table %s has no Kinesis streaming destinations enabled", table_name)
+                continue
+
+            stream_arn = destinations[-1]["StreamArn"]
             for record in records:
                 kinesis_record = dict(
                     tableName=table_name,
@@ -1665,34 +1670,32 @@ def enable_kinesis_streaming_destination(
         if not stream:
             raise ValidationException("User does not have a permission to use kinesis stream")
 
-        table_def = get_store(context.account_id, context.region).table_definitions.setdefault(
-            table_name, {}
-        )
-
-        dest_status = table_def.get("KinesisDataStreamDestinationStatus")
-        if dest_status not in ["DISABLED", "ENABLE_FAILED", None]:
-            raise ValidationException(
-                "Table is not in a valid state to enable Kinesis Streaming "
-                "Destination:EnableKinesisStreamingDestination must be DISABLED or ENABLE_FAILED "
-                "to perform ENABLE operation."
-            )
+        store = get_store(context.account_id, context.region)
+        streaming_destinations = store.streaming_destinations.get(table_name) or []
 
-        table_def.setdefault("KinesisDataStreamDestinations", [])
+        destinations = [d for d in streaming_destinations if d["StreamArn"] == stream_arn]
+        if destinations:
+            status = destinations[0].get("DestinationStatus", None)
+            if status not in ["DISABLED", "ENABLED_FAILED", None]:
+                raise ValidationException(
+                    "Table is not in a valid state to enable Kinesis Streaming "
+                    "Destination:EnableKinesisStreamingDestination must be DISABLED or ENABLE_FAILED "
+                    "to perform ENABLE operation."
+                )
 
         # remove the stream destination if already present
-        table_def["KinesisDataStreamDestinations"] = [
-            t for t in table_def["KinesisDataStreamDestinations"] if t["StreamArn"] != stream_arn
+        store.streaming_destinations[table_name] = [
+            _d for _d in streaming_destinations if _d["StreamArn"] != stream_arn
         ]
         # append the active stream destination at the end of the list
-        table_def["KinesisDataStreamDestinations"].append(
-            {
-                "DestinationStatus": DestinationStatus.ACTIVE,
-                "DestinationStatusDescription": "Stream is active",
-                "StreamArn": stream_arn,
-                "ApproximateCreationDateTimePrecision": ApproximateCreationDateTimePrecision.MILLISECOND,
-            }
+        store.streaming_destinations[table_name].append(
+            KinesisDataStreamDestination(
+                DestinationStatus=DestinationStatus.ACTIVE,
+                DestinationStatusDescription="Stream is active",
+                StreamArn=stream_arn,
+                ApproximateCreationDateTimePrecision=ApproximateCreationDateTimePrecision.MILLISECOND,
+            )
         )
-        table_def["KinesisDataStreamDestinationStatus"] = DestinationStatus.ACTIVE
         return KinesisStreamingDestinationOutput(
             DestinationStatus=DestinationStatus.ENABLING,
             StreamArn=stream_arn,
@@ -1715,34 +1718,25 @@ def disable_kinesis_streaming_destination(
             error_message=f"Requested resource not found: Table: {table_name} not found",
         )
 
-        # TODO: Must raise if invoked before KinesisStreamingDestination is ACTIVE
-
         stream = self._event_forwarder.is_kinesis_stream_exists(stream_arn=stream_arn)
         if not stream:
             raise ValidationException(
                 "User does not have a permission to use kinesis stream",
             )
 
-        table_def = get_store(context.account_id, context.region).table_definitions.setdefault(
-            table_name, {}
-        )
-
-        stream_destinations = table_def.get("KinesisDataStreamDestinations")
-        if stream_destinations:
-            if table_def["KinesisDataStreamDestinationStatus"] == DestinationStatus.ACTIVE:
-                for dest in stream_destinations:
-                    if (
-                        dest["StreamArn"] == stream_arn
-                        and dest["DestinationStatus"] == DestinationStatus.ACTIVE
-                    ):
-                        dest["DestinationStatus"] = DestinationStatus.DISABLED
-                        dest["DestinationStatusDescription"] = ("Stream is disabled",)
-                        table_def["KinesisDataStreamDestinationStatus"] = DestinationStatus.DISABLED
-                        return KinesisStreamingDestinationOutput(
-                            DestinationStatus=DestinationStatus.DISABLING,
-                            StreamArn=stream_arn,
-                            TableName=table_name,
-                        )
+        store = get_store(context.account_id, context.region)
+        streaming_destinations = store.streaming_destinations.get(table_name) or []
+
+        # Get the right destination based on the arn
+        destinations = [d for d in streaming_destinations if d["StreamArn"] == stream_arn]
+        if destinations:
+            destinations[0]["DestinationStatus"] = DestinationStatus.DISABLED
+            destinations[0]["DestinationStatusDescription"] = "Stream is disabled"
+            return KinesisStreamingDestinationOutput(
+                DestinationStatus=DestinationStatus.DISABLING,
+                StreamArn=stream_arn,
+                TableName=table_name,
+            )
         raise ValidationException(
             "Table is not in a valid state to disable Kinesis Streaming Destination:"
             "DisableKinesisStreamingDestination must be ACTIVE to perform DISABLE operation."
@@ -1753,12 +1747,9 @@ def describe_kinesis_streaming_destination(
     ) -> DescribeKinesisStreamingDestinationOutput:
         self.ensure_table_exists(context.account_id, context.region, table_name)
 
-        table_def = (
-            get_store(context.account_id, context.region).table_definitions.get(table_name) or {}
-        )
-
-        stream_destinations = table_def.get("KinesisDataStreamDestinations") or []
-        stream_destinations = copy.deepcopy(stream_destinations)
+        store = get_store(context.account_id, context.region)
+        table_destinations = store.streaming_destinations.get(table_name) or []
+        stream_destinations = copy.deepcopy(table_destinations)
 
         for destination in stream_destinations:
             destination.pop("ApproximateCreationDateTimePrecision", None)
@@ -1799,23 +1790,21 @@ def update_kinesis_streaming_destination(
             )
 
         store = get_store(context.account_id, context.region)
+        table_destinations = store.streaming_destinations.get(table_name) or []
 
-        table_def = store.table_definitions.get(table_name) or {}
-        table_def.setdefault("KinesisDataStreamDestinations", [])
-
-        table_id = table_def["TableId"]
-
-        destination = None
-        for stream in table_def["KinesisDataStreamDestinations"]:
-            if stream["StreamArn"] == stream_arn:
-                destination = stream
-
-        if destination is None:
+        # filter the right destination based on the stream ARN
+        destinations = [d for d in table_destinations if d["StreamArn"] == stream_arn]
+        if not destinations:
             raise ValidationException(
                 "Table is not in a valid state to enable Kinesis Streaming Destination: "
                 f"No streaming destination with streamArn: {stream_arn} found for table with tableName: {table_name}"
             )
 
+        destination = destinations[0]
+        table_def = store.table_definitions.get(table_name) or {}
+        table_def.setdefault("KinesisDataStreamDestinations", [])
+
+        table_id = store.table_definitions.get(table_name, {}).get("TableId")
         if (
             existing_precision := destination["ApproximateCreationDateTimePrecision"]
         ) == update_kinesis_streaming_configuration["ApproximateCreationDateTimePrecision"]:
@@ -1823,7 +1812,6 @@ def update_kinesis_streaming_destination(
                 f"Invalid Request: Precision is already set to the desired value of {existing_precision} "
                 f"for tableId: {table_id}, kdsArn: {stream_arn}"
             )
-
         destination["ApproximateCreationDateTimePrecision"] = time_precision
 
         return UpdateKinesisStreamingDestinationOutput(
@@ -2317,19 +2305,20 @@ def get_table_stream_type(
     :return: a TableStreamViewType object if the table has streams enabled. If not, return None
     """
     if not table_name_or_arn:
-        return
+        return None
 
     table_name = table_name_or_arn.split(":table/")[-1]
 
     is_kinesis = False
     stream_view_type = None
 
-    if table_definition := get_store(account_id, region_name).table_definitions.get(table_name):
-        if table_definition.get("KinesisDataStreamDestinationStatus") == "ACTIVE":
+    # To determine if stream to kinesis is enabled, we look for active kinesis destinations
+    destinations = get_store(account_id, region_name).streaming_destinations.get(table_name) or []
+    for destination in destinations:
+        if destination["DestinationStatus"] == DestinationStatus.ACTIVE:
             is_kinesis = True
 
     table_arn = arns.dynamodb_table_arn(table_name, account_id=account_id, region_name=region_name)
-
     if (
         stream := dynamodbstreams_api.get_stream_for_table(account_id, region_name, table_arn)
     ) and stream["StreamStatus"] in (StreamStatus.ENABLING, StreamStatus.ENABLED):
@@ -2337,6 +2326,7 @@ def get_table_stream_type(
 
     if is_kinesis or stream_view_type:
         return TableStreamType(stream_view_type, is_kinesis=is_kinesis)
+    return None
 
 
 def get_updated_records(
@@ -2410,7 +2400,9 @@ def _add_record(item, comparison_set: ItemSet):
     return {table_name: TableRecords(records=result, table_stream_type=table_stream_type)}
 
 
-def create_dynamodb_stream(account_id: str, region_name: str, data, latest_stream_label):
+def create_dynamodb_stream(
+    account_id: str, region_name: str, data: CreateTableInput, latest_stream_label: str | None
+) -> None:
     stream = data["StreamSpecification"]
     enabled = stream.get("StreamEnabled")
 
@@ -2428,22 +2420,6 @@ def create_dynamodb_stream(account_id: str, region_name: str, data, latest_strea
         )
 
 
-def dynamodb_get_table_stream_specification(account_id: str, region_name: str, table_name: str):
-    try:
-        table_schema = SchemaExtractor.get_table_schema(
-            table_name, account_id=account_id, region_name=region_name
-        )
-        return table_schema["Table"].get("StreamSpecification")
-    except Exception as e:
-        LOG.info(
-            "Unable to get stream specification for table %s: %s %s",
-            table_name,
-            e,
-            traceback.format_exc(),
-        )
-        raise e
-
-
 def find_item_for_keys_values_in_batch(
     table_name: str, item_keys: dict, batch: BatchGetResponseMap
 ) -> AttributeMap | None:
diff --git a/localstack-core/localstack/services/dynamodb/v2/provider.py b/localstack-core/localstack/services/dynamodb/v2/provider.py
index 4ec57f152ec3d..88e2c0b93cd4d 100644
--- a/localstack-core/localstack/services/dynamodb/v2/provider.py
+++ b/localstack-core/localstack/services/dynamodb/v2/provider.py
@@ -58,6 +58,7 @@
     GetItemOutput,
     GlobalTableAlreadyExistsException,
     GlobalTableNotFoundException,
+    KinesisDataStreamDestination,
     KinesisStreamingDestinationOutput,
     ListGlobalTablesOutput,
     ListTablesInputLimit,
@@ -1196,34 +1197,32 @@ def enable_kinesis_streaming_destination(
         if not kinesis_stream_exists(stream_arn=stream_arn):
             raise ValidationException("User does not have a permission to use kinesis stream")
 
-        table_def = get_store(context.account_id, context.region).table_definitions.setdefault(
-            table_name, {}
-        )
-
-        dest_status = table_def.get("KinesisDataStreamDestinationStatus")
-        if dest_status not in ["DISABLED", "ENABLE_FAILED", None]:
-            raise ValidationException(
-                "Table is not in a valid state to enable Kinesis Streaming "
-                "Destination:EnableKinesisStreamingDestination must be DISABLED or ENABLE_FAILED "
-                "to perform ENABLE operation."
-            )
+        store = get_store(context.account_id, context.region)
+        streaming_destinations = store.streaming_destinations.get(table_name) or []
 
-        table_def.setdefault("KinesisDataStreamDestinations", [])
+        destinations = [d for d in streaming_destinations if d["StreamArn"] == stream_arn]
+        if destinations:
+            status = destinations[0].get("DestinationStatus", None)
+            if status not in ["DISABLED", "ENABLED_FAILED", None]:
+                raise ValidationException(
+                    "Table is not in a valid state to enable Kinesis Streaming "
+                    "Destination:EnableKinesisStreamingDestination must be DISABLED or ENABLE_FAILED "
+                    "to perform ENABLE operation."
+                )
 
         # remove the stream destination if already present
-        table_def["KinesisDataStreamDestinations"] = [
-            t for t in table_def["KinesisDataStreamDestinations"] if t["StreamArn"] != stream_arn
+        store.streaming_destinations[table_name] = [
+            _d for _d in streaming_destinations if _d["StreamArn"] != stream_arn
         ]
         # append the active stream destination at the end of the list
-        table_def["KinesisDataStreamDestinations"].append(
-            {
-                "DestinationStatus": DestinationStatus.ACTIVE,
-                "DestinationStatusDescription": "Stream is active",
-                "StreamArn": stream_arn,
-                "ApproximateCreationDateTimePrecision": ApproximateCreationDateTimePrecision.MILLISECOND,
-            }
+        store.streaming_destinations[table_name].append(
+            KinesisDataStreamDestination(
+                DestinationStatus=DestinationStatus.ACTIVE,
+                DestinationStatusDescription="Stream is active",
+                StreamArn=stream_arn,
+                ApproximateCreationDateTimePrecision=ApproximateCreationDateTimePrecision.MILLISECOND,
+            )
         )
-        table_def["KinesisDataStreamDestinationStatus"] = DestinationStatus.ACTIVE
         return KinesisStreamingDestinationOutput(
             DestinationStatus=DestinationStatus.ENABLING,
             StreamArn=stream_arn,
@@ -1251,26 +1250,19 @@ def disable_kinesis_streaming_destination(
                 "User does not have a permission to use kinesis stream",
             )
 
-        table_def = get_store(context.account_id, context.region).table_definitions.setdefault(
-            table_name, {}
-        )
-
-        stream_destinations = table_def.get("KinesisDataStreamDestinations")
-        if stream_destinations:
-            if table_def["KinesisDataStreamDestinationStatus"] == DestinationStatus.ACTIVE:
-                for dest in stream_destinations:
-                    if (
-                        dest["StreamArn"] == stream_arn
-                        and dest["DestinationStatus"] == DestinationStatus.ACTIVE
-                    ):
-                        dest["DestinationStatus"] = DestinationStatus.DISABLED
-                        dest["DestinationStatusDescription"] = ("Stream is disabled",)
-                        table_def["KinesisDataStreamDestinationStatus"] = DestinationStatus.DISABLED
-                        return KinesisStreamingDestinationOutput(
-                            DestinationStatus=DestinationStatus.DISABLING,
-                            StreamArn=stream_arn,
-                            TableName=table_name,
-                        )
+        store = get_store(context.account_id, context.region)
+        streaming_destinations = store.streaming_destinations.get(table_name) or []
+
+        # Get the right destination based on the arn
+        destinations = [d for d in streaming_destinations if d["StreamArn"] == stream_arn]
+        if destinations:
+            destinations[0]["DestinationStatus"] = DestinationStatus.DISABLED
+            destinations[0]["DestinationStatusDescription"] = "Stream is disabled"
+            return KinesisStreamingDestinationOutput(
+                DestinationStatus=DestinationStatus.DISABLING,
+                StreamArn=stream_arn,
+                TableName=table_name,
+            )
         raise ValidationException(
             "Table is not in a valid state to disable Kinesis Streaming Destination:"
             "DisableKinesisStreamingDestination must be ACTIVE to perform DISABLE operation."
@@ -1281,12 +1273,9 @@ def describe_kinesis_streaming_destination(
     ) -> DescribeKinesisStreamingDestinationOutput:
         self.ensure_table_exists(context.account_id, context.region, table_name)
 
-        table_def = (
-            get_store(context.account_id, context.region).table_definitions.get(table_name) or {}
-        )
-
-        stream_destinations = table_def.get("KinesisDataStreamDestinations") or []
-        stream_destinations = copy.deepcopy(stream_destinations)
+        store = get_store(context.account_id, context.region)
+        table_destinations = store.streaming_destinations.get(table_name) or []
+        stream_destinations = copy.deepcopy(table_destinations)
 
         for destination in stream_destinations:
             destination.pop("ApproximateCreationDateTimePrecision", None)
@@ -1327,23 +1316,21 @@ def update_kinesis_streaming_destination(
             )
 
         store = get_store(context.account_id, context.region)
+        table_destinations = store.streaming_destinations.get(table_name) or []
 
-        table_def = store.table_definitions.get(table_name) or {}
-        table_def.setdefault("KinesisDataStreamDestinations", [])
-
-        table_id = table_def["TableId"]
-
-        destination = None
-        for stream in table_def["KinesisDataStreamDestinations"]:
-            if stream["StreamArn"] == stream_arn:
-                destination = stream
-
-        if destination is None:
+        # filter the right destination based on the stream ARN
+        destinations = [d for d in table_destinations if d["StreamArn"] == stream_arn]
+        if not destinations:
             raise ValidationException(
                 "Table is not in a valid state to enable Kinesis Streaming Destination: "
                 f"No streaming destination with streamArn: {stream_arn} found for table with tableName: {table_name}"
             )
 
+        destination = destinations[0]
+        table_def = store.table_definitions.get(table_name) or {}
+        table_def.setdefault("KinesisDataStreamDestinations", [])
+
+        table_id = store.table_definitions.get(table_name, {}).get("TableId")
         if (
             existing_precision := destination["ApproximateCreationDateTimePrecision"]
         ) == update_kinesis_streaming_configuration["ApproximateCreationDateTimePrecision"]:
@@ -1351,7 +1338,6 @@ def update_kinesis_streaming_destination(
                 f"Invalid Request: Precision is already set to the desired value of {existing_precision} "
                 f"for tableId: {table_id}, kdsArn: {stream_arn}"
             )
-
         destination["ApproximateCreationDateTimePrecision"] = time_precision
 
         return UpdateKinesisStreamingDestinationOutput(
@@ -1625,7 +1611,7 @@ def is_index_query_valid(account_id: str, region_name: str, query_data: dict) ->
     return True
 
 
-def kinesis_stream_exists(stream_arn):
+def kinesis_stream_exists(stream_arn: str) -> bool:
     account_id = extract_account_id_from_arn(stream_arn)
     region_name = extract_region_from_arn(stream_arn)
 
diff --git a/localstack-core/localstack/services/dynamodbstreams/dynamodbstreams_api.py b/localstack-core/localstack/services/dynamodbstreams/dynamodbstreams_api.py
index 45ae3f3bc472f..16c0451bacb4d 100644
--- a/localstack-core/localstack/services/dynamodbstreams/dynamodbstreams_api.py
+++ b/localstack-core/localstack/services/dynamodbstreams/dynamodbstreams_api.py
@@ -6,10 +6,19 @@
 
 from localstack import config
 from localstack.aws.api import RequestContext
-from localstack.aws.api.dynamodbstreams import StreamStatus, StreamViewType, TableName
+from localstack.aws.api.dynamodbstreams import (
+    StreamDescription,
+    StreamStatus,
+    StreamViewType,
+    TableName,
+)
 from localstack.aws.connect import connect_to
 from localstack.services.dynamodb.v2.provider import DynamoDBProvider
-from localstack.services.dynamodbstreams.models import DynamoDbStreamsStore, dynamodbstreams_stores
+from localstack.services.dynamodbstreams.models import (
+    DynamoDbStreamsStore,
+    StreamWrapper,
+    dynamodbstreams_stores,
+)
 from localstack.utils.aws import arns, resources
 from localstack.utils.common import now_utc
 from localstack.utils.threads import FuncThread
@@ -65,28 +74,32 @@ def add_dynamodb_stream(
         stream_name=stream_name,
     )
     latest_stream_label = latest_stream_label or "latest"
-    stream = {
-        "StreamArn": arns.dynamodb_stream_arn(
-            table_name=table_name,
-            latest_stream_label=latest_stream_label,
-            account_id=account_id,
-            region_name=region_name,
-        ),
-        "TableName": table_name,
-        "StreamLabel": latest_stream_label,
-        "StreamStatus": StreamStatus.ENABLING,
-        "KeySchema": [],
-        "Shards": [],
-        "StreamViewType": view_type,
-        "shards_id_map": {},
-    }
-    store.ddb_streams[table_name] = stream
-
-
-def get_stream_for_table(account_id: str, region_name: str, table_arn: str) -> dict:
+    stream_arn = arns.dynamodb_stream_arn(
+        table_name=table_name,
+        latest_stream_label=latest_stream_label,
+        account_id=account_id,
+        region_name=region_name,
+    )
+    stream = StreamDescription(
+        TableName=table_name,
+        StreamArn=stream_arn,
+        StreamLabel=latest_stream_label,
+        StreamStatus=StreamStatus.ENABLING,
+        KeySchema=[],
+        Shards=[],
+        StreamViewType=view_type,
+    )
+    store.ddb_streams[table_name] = StreamWrapper(StreamDescription=stream)
+
+
+def get_stream_for_table(
+    account_id: str, region_name: str, table_arn: str
+) -> StreamDescription | None:
     store = get_dynamodbstreams_store(account_id, region_name)
     table_name = table_name_from_stream_arn(table_arn)
-    return store.ddb_streams.get(table_name)
+    if stream := store.ddb_streams.get(table_name):
+        return stream.StreamDescription
+    return None
 
 
 def _process_forwarded_records(
@@ -206,11 +219,11 @@ def kinesis_shard_id(dynamodbstream_shard_id: str) -> str:
     return f"{shard_params[0]}-{shard_params[-1]}"
 
 
-def get_shard_id(stream: dict, kinesis_shard_id: str) -> str:
-    ddb_stream_shard_id = stream.get("shards_id_map", {}).get(kinesis_shard_id)
+def get_shard_id(stream: StreamWrapper, kinesis_shard_id: str) -> str:
+    ddb_stream_shard_id = stream.shards_id_map.get(kinesis_shard_id)
     if not ddb_stream_shard_id:
         ddb_stream_shard_id = shard_id(kinesis_shard_id)
-        stream["shards_id_map"][kinesis_shard_id] = ddb_stream_shard_id
+        stream.shards_id_map[kinesis_shard_id] = ddb_stream_shard_id
 
     return ddb_stream_shard_id
 
diff --git a/localstack-core/localstack/services/dynamodbstreams/models.py b/localstack-core/localstack/services/dynamodbstreams/models.py
index 858954f3f9772..811f09e9a6536 100644
--- a/localstack-core/localstack/services/dynamodbstreams/models.py
+++ b/localstack-core/localstack/services/dynamodbstreams/models.py
@@ -1,9 +1,19 @@
+import dataclasses
+
+from localstack.aws.api.dynamodbstreams import StreamDescription
 from localstack.services.stores import AccountRegionBundle, BaseStore, LocalAttribute
 
 
+@dataclasses.dataclass
+class StreamWrapper:
+    """Wrapper for the API stub and additional information about a store"""
+
+    StreamDescription: StreamDescription
+    shards_id_map: dict[str, str] = dataclasses.field(default_factory=dict)
+
+
 class DynamoDbStreamsStore(BaseStore):
-    # maps table names to DynamoDB stream descriptions
-    ddb_streams: dict[str, dict] = LocalAttribute(default=dict)
+    ddb_streams: dict[str, StreamWrapper] = LocalAttribute(default=dict)
 
 
 dynamodbstreams_stores = AccountRegionBundle("dynamodbstreams", DynamoDbStreamsStore)
diff --git a/localstack-core/localstack/services/dynamodbstreams/provider.py b/localstack-core/localstack/services/dynamodbstreams/provider.py
index 04cad26e485a5..7f5412a6cb0d0 100644
--- a/localstack-core/localstack/services/dynamodbstreams/provider.py
+++ b/localstack-core/localstack/services/dynamodbstreams/provider.py
@@ -20,7 +20,6 @@
     ShardIteratorType,
     Stream,
     StreamArn,
-    StreamDescription,
     StreamStatus,
     TableName,
 )
@@ -77,20 +76,21 @@ def describe_stream(
         store = get_dynamodbstreams_store(context.account_id, og_region)
         kinesis = get_kinesis_client(account_id=context.account_id, region_name=og_region)
         for stream in store.ddb_streams.values():
+            stream_description = stream.StreamDescription
             _stream_arn = stream_arn
             if context.region != og_region:
                 _stream_arn = change_region_in_ddb_stream_arn(_stream_arn, og_region)
-            if stream["StreamArn"] == _stream_arn:
+            if stream_description["StreamArn"] == _stream_arn:
                 # get stream details
                 dynamodb = connect_to(
                     aws_access_key_id=context.account_id, region_name=og_region
                 ).dynamodb
-                table_name = table_name_from_stream_arn(stream["StreamArn"])
+                table_name = table_name_from_stream_arn(stream_description["StreamArn"])
                 stream_name = get_kinesis_stream_name(table_name)
                 stream_details = kinesis.describe_stream(StreamName=stream_name)
                 table_details = dynamodb.describe_table(TableName=table_name)
-                stream["KeySchema"] = table_details["Table"]["KeySchema"]
-                stream["StreamStatus"] = STREAM_STATUS_MAP.get(
+                stream_description["KeySchema"] = table_details["Table"]["KeySchema"]
+                stream_description["StreamStatus"] = STREAM_STATUS_MAP.get(
                     stream_details["StreamDescription"]["StreamStatus"]
                 )
 
@@ -110,8 +110,7 @@ def describe_stream(
                     # slicing the resulting shards after the exclusive_start_shard_id parameters
                     stream_shards = stream_shards[start_index + 1 :]
 
-                stream["Shards"] = stream_shards
-                stream_description = select_from_typed_dict(StreamDescription, stream)
+                stream_description["Shards"] = stream_shards
                 stream_description["StreamArn"] = _stream_arn
                 return DescribeStreamOutput(StreamDescription=stream_description)
 
@@ -190,7 +189,10 @@ def list_streams(
     ) -> ListStreamsOutput:
         og_region = get_original_region(context=context, table_name=table_name)
         store = get_dynamodbstreams_store(context.account_id, og_region)
-        result = [select_from_typed_dict(Stream, res) for res in store.ddb_streams.values()]
+        result = [
+            select_from_typed_dict(Stream, _s.StreamDescription)
+            for _s in store.ddb_streams.values()
+        ]
         if table_name:
             result: list[Stream] = [res for res in result if res["TableName"] == table_name]
             # If this is a stream from a table replica, we need to change the region in the stream ARN, as LocalStack

From c5daa2320980641115c02fca71114307b97dec6e Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Thu, 12 Feb 2026 21:04:04 +0100
Subject: [PATCH 624/697] APIGW: update CFN template for Stage test (#13752)

---
 .../resources/test_apigateway.snapshot.json            |  2 +-
 .../resources/test_apigateway.validation.json          | 10 +++++-----
 .../aws/templates/apigateway-mock-cors-deployment.json |  2 +-
 3 files changed, 7 insertions(+), 7 deletions(-)

diff --git a/tests/aws/services/cloudformation/resources/test_apigateway.snapshot.json b/tests/aws/services/cloudformation/resources/test_apigateway.snapshot.json
index 0ebf991cf5378..4f10bf6502499 100644
--- a/tests/aws/services/cloudformation/resources/test_apigateway.snapshot.json
+++ b/tests/aws/services/cloudformation/resources/test_apigateway.snapshot.json
@@ -793,7 +793,7 @@
     }
   },
   "tests/aws/services/cloudformation/resources/test_apigateway.py::TestServerlessApigwLambda::test_serverless_like_deployment_stage_survives_update": {
-    "recorded-date": "11-02-2026, 20:08:58",
+    "recorded-date": "12-02-2026, 18:32:14",
     "recorded-content": {
       "stages-after-create": {
         "item": [
diff --git a/tests/aws/services/cloudformation/resources/test_apigateway.validation.json b/tests/aws/services/cloudformation/resources/test_apigateway.validation.json
index 903515d5613f6..141737593d0e6 100644
--- a/tests/aws/services/cloudformation/resources/test_apigateway.validation.json
+++ b/tests/aws/services/cloudformation/resources/test_apigateway.validation.json
@@ -1,11 +1,11 @@
 {
   "tests/aws/services/cloudformation/resources/test_apigateway.py::TestServerlessApigwLambda::test_serverless_like_deployment_stage_survives_update": {
-    "last_validated_date": "2026-02-11T20:09:05+00:00",
+    "last_validated_date": "2026-02-12T18:32:21+00:00",
     "durations_in_seconds": {
-      "setup": 0.46,
-      "call": 28.84,
-      "teardown": 7.06,
-      "total": 36.36
+      "setup": 0.49,
+      "call": 32.79,
+      "teardown": 7.04,
+      "total": 40.32
     }
   },
   "tests/aws/services/cloudformation/resources/test_apigateway.py::TestServerlessApigwLambda::test_serverless_like_deployment_with_update": {
diff --git a/tests/aws/templates/apigateway-mock-cors-deployment.json b/tests/aws/templates/apigateway-mock-cors-deployment.json
index 7f3b5e3c2ebb9..a3b19161143d3 100644
--- a/tests/aws/templates/apigateway-mock-cors-deployment.json
+++ b/tests/aws/templates/apigateway-mock-cors-deployment.json
@@ -52,7 +52,7 @@
                 "method.response.header.Access-Control-Allow-Origin": "'*'"
               },
               "ResponseTemplates": {
-                "application/json": ""
+                "application/json": "{\"statusCode\":200}"
               }
             }
           ]

From 4708a82e5c34124ee4bc4b9fef9f885d6002ecbc Mon Sep 17 00:00:00 2001
From: David <6107913+ackdav@users.noreply.github.com>
Date: Thu, 12 Feb 2026 22:34:56 +0100
Subject: [PATCH 625/697] optimize analytics event batching window (#13747)

---
 .../localstack/utils/analytics/service_request_aggregator.py    | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/localstack-core/localstack/utils/analytics/service_request_aggregator.py b/localstack-core/localstack/utils/analytics/service_request_aggregator.py
index 20604dacd51d5..42ba4700c7794 100644
--- a/localstack-core/localstack/utils/analytics/service_request_aggregator.py
+++ b/localstack-core/localstack/utils/analytics/service_request_aggregator.py
@@ -11,7 +11,7 @@
 
 LOG = logging.getLogger(__name__)
 
-DEFAULT_FLUSH_INTERVAL_SECS = 15
+DEFAULT_FLUSH_INTERVAL_SECS = 60
 EVENT_NAME = "aws_request_agg"
 OPTIONAL_FIELDS = ["err_type"]
 

From 3cd1909d07f15f98182c607c80563403c9ec22e8 Mon Sep 17 00:00:00 2001
From: Daniel Fangl <daniel.fangl@localstack.cloud>
Date: Fri, 13 Feb 2026 02:50:09 +0100
Subject: [PATCH 626/697] Fix docker errors with docker 29 and containerd
 storage backend (#13759)

---
 bin/docker-helper.sh                                        | 6 +++++-
 .../localstack/utils/container_utils/docker_cmd_client.py   | 2 ++
 .../localstack/utils/container_utils/docker_sdk_client.py   | 2 ++
 3 files changed, 9 insertions(+), 1 deletion(-)

diff --git a/bin/docker-helper.sh b/bin/docker-helper.sh
index 5c8cd0f52bfcd..58bf0736d2d9d 100755
--- a/bin/docker-helper.sh
+++ b/bin/docker-helper.sh
@@ -138,7 +138,11 @@ function cmd-build() {
     # --add-host: Fix for Centos host OS
     # --build-arg BUILDKIT_INLINE_CACHE=1: Instruct buildkit to inline the caching information into the image
     # --cache-from: Use the inlined caching information when building the image
-    DOCKER_BUILDKIT=1 docker buildx build --platform linux/$PLATFORM --pull --progress=plain \
+    # BUILDX_NO_DEFAULT_ATTESTATIONS=1 buildkit attestation will lead to the image being a single-platform image index if built with buildkit and containerd image store.
+    # The docker manifest command we use to create multi platform manifests does not support doing this from those image indexes, failing with `<input-image> is a manifest list`
+    # We might want to revert this to use attestation, but for now this locks the old behavior of the image manifest being a `application/vnd.docker.distribution.manifest.v2+json`
+    # Before switching back we also need to make sure other registries like ECR support these single platform image indexes
+    DOCKER_BUILDKIT=1 BUILDX_NO_DEFAULT_ATTESTATIONS=1 docker buildx build --platform linux/$PLATFORM --pull --progress=plain \
       --cache-from "$IMAGE_NAME" --build-arg BUILDKIT_INLINE_CACHE=1 \
       --build-arg LOCALSTACK_PRE_RELEASE=$(_is_release_commit && echo "0" || echo "1") \
       --build-arg LOCALSTACK_BUILD_GIT_HASH=$(git rev-parse --short HEAD) \
diff --git a/localstack-core/localstack/utils/container_utils/docker_cmd_client.py b/localstack-core/localstack/utils/container_utils/docker_cmd_client.py
index 53e58539c36a0..9066b2987a646 100644
--- a/localstack-core/localstack/utils/container_utils/docker_cmd_client.py
+++ b/localstack-core/localstack/utils/container_utils/docker_cmd_client.py
@@ -411,6 +411,8 @@ def push_image(self, docker_image: str, auth_config: dict[str, str] | None = Non
                 raise AccessDenied(docker_image)
             if "failed to authorize: failed to fetch oauth token" in to_str(e.stdout):
                 raise AccessDenied(docker_image)
+            if "insufficient_scope: authorization failed" in to_str(e.stdout):
+                raise AccessDenied(docker_image)
             if "does not exist" in to_str(e.stdout):
                 raise NoSuchImage(docker_image)
             if "connection refused" in to_str(e.stdout):
diff --git a/localstack-core/localstack/utils/container_utils/docker_sdk_client.py b/localstack-core/localstack/utils/container_utils/docker_sdk_client.py
index a47e62649822a..4a2b30231be4b 100644
--- a/localstack-core/localstack/utils/container_utils/docker_sdk_client.py
+++ b/localstack-core/localstack/utils/container_utils/docker_sdk_client.py
@@ -390,6 +390,8 @@ def push_image(self, docker_image: str, auth_config: dict[str, str] | None = Non
                     raise AccessDenied(docker_image)
                 if "unauthorized: authentication required" in to_str(result):
                     raise AccessDenied(docker_image)
+                if "insufficient_scope: authorization failed" in to_str(result):
+                    raise AccessDenied(docker_image)
                 if "connection refused" in to_str(result):
                     raise RegistryConnectionError(result)
                 if "failed to do request:" in to_str(result):

From f9365ed41da8fc8bbcffc57fe5e623d186569dc5 Mon Sep 17 00:00:00 2001
From: Silvio Vasiljevic <silvio.vasiljevic@gmail.com>
Date: Fri, 13 Feb 2026 10:21:03 +0100
Subject: [PATCH 627/697] Fix capture not implemented by installing localstack
 (#13761)

---
 .github/workflows/aws-tests.yml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/.github/workflows/aws-tests.yml b/.github/workflows/aws-tests.yml
index 4c2084d4fd8e6..3ee25f856d2a4 100644
--- a/.github/workflows/aws-tests.yml
+++ b/.github/workflows/aws-tests.yml
@@ -950,6 +950,7 @@ jobs:
           IMAGE_NAME: "localstack/localstack:latest"
         run: |
           source .venv/bin/activate
+          pip install --pre localstack
           localstack start -d
           localstack wait -t 120 || (localstack logs && false)
 

From ff1d403b3f7fa1ab1acb2fe9cd882488b32c3929 Mon Sep 17 00:00:00 2001
From: Bernhard Matyas <90144234+baermat@users.noreply.github.com>
Date: Fri, 13 Feb 2026 10:44:56 +0100
Subject: [PATCH 628/697] SNS: Avro Serialization (#13711)

---
 .../localstack/services/sns/models.py            | 12 +++++++-----
 .../localstack/services/sns/provider.py          | 16 +++++++++++++---
 .../localstack/services/sns/publisher.py         | 16 ++++++++--------
 3 files changed, 28 insertions(+), 16 deletions(-)

diff --git a/localstack-core/localstack/services/sns/models.py b/localstack-core/localstack/services/sns/models.py
index f00618e9b9b16..d6482dafdf9c0 100644
--- a/localstack-core/localstack/services/sns/models.py
+++ b/localstack-core/localstack/services/sns/models.py
@@ -2,7 +2,7 @@
 import time
 from dataclasses import dataclass, field
 from enum import StrEnum
-from typing import Literal, TypedDict
+from typing import Any, Literal, TypedDict
 
 from localstack.aws.api.sns import (
     Endpoint,
@@ -29,7 +29,7 @@ class Topic(TypedDict, total=True):
     arn: str
     name: str
     attributes: TopicAttributesMap
-    data_protection_policy: str
+    data_protection_policy: str | None
     subscriptions: list[str]
 
 
@@ -173,7 +173,7 @@ class SnsStore(BaseStore):
     subscriptions: dict[str, SnsSubscription] = LocalAttribute(default=dict)
 
     # filter policy are stored as JSON string in subscriptions, store the decoded result Dict
-    subscription_filter_policy: dict[subscriptionARN, dict] = LocalAttribute(default=dict)
+    subscription_filter_policy: dict[subscriptionARN, dict[str, Any]] = LocalAttribute(default=dict)
 
     # maps confirmation token to subscription ARN
     subscription_tokens: dict[str, str] = LocalAttribute(default=dict)
@@ -185,13 +185,15 @@ class SnsStore(BaseStore):
     platform_endpoints: dict[str, PlatformEndpoint] = LocalAttribute(default=dict)
 
     # cache of topic ARN to platform endpoint messages (used primarily for testing)
-    platform_endpoint_messages: dict[str, list[dict]] = LocalAttribute(default=dict)
+    platform_endpoint_messages: dict[str, list[dict[str, str | MessageAttributeMap | None]]] = (
+        LocalAttribute(default=dict)
+    )
 
     # topic/subscription independent default values for sending sms messages
     sms_attributes: dict[str, str] = LocalAttribute(default=dict)
 
     # list of sent SMS messages
-    sms_messages: list[dict] = LocalAttribute(default=list)
+    sms_messages: list[dict[str, str | MessageAttributeMap | None]] = LocalAttribute(default=list)
 
     TAGS: TaggingService = CrossRegionAttribute(default=TaggingService)
 
diff --git a/localstack-core/localstack/services/sns/provider.py b/localstack-core/localstack/services/sns/provider.py
index 7a790167e7588..38b1c39ed4f3c 100644
--- a/localstack-core/localstack/services/sns/provider.py
+++ b/localstack-core/localstack/services/sns/provider.py
@@ -222,7 +222,12 @@ def create_topic(
 
         attributes["EffectiveDeliveryPolicy"] = _create_default_effective_delivery_policy()
 
-        topic = _create_topic(name=name, attributes=attributes, context=context)
+        topic = _create_topic(
+            name=name,
+            attributes=attributes,
+            data_protection_policy=data_protection_policy,
+            context=context,
+        )
         if tags:
             self.tag_resource(context=context, resource_arn=topic_arn, tags=tags)
 
@@ -997,7 +1002,8 @@ def create_platform_endpoint(
         attributes = attributes or {}
         _validate_endpoint_attributes(attributes, allow_empty=True)
         # CustomUserData can be specified both in attributes and as parameter. Attributes take precedence
-        attributes.setdefault(EndpointAttributeNames.CUSTOM_USER_DATA, custom_user_data)
+        if custom_user_data:
+            attributes.setdefault(EndpointAttributeNames.CUSTOM_USER_DATA, custom_user_data)
         _attributes = {"Enabled": "true", "Token": token, **attributes}
         if endpoint_arn and (
             platform_endpoint_details := store.platform_endpoints.get(endpoint_arn)
@@ -1284,7 +1290,9 @@ def _get_platform_application(
             raise NotFoundException("PlatformApplication does not exist")
 
 
-def _create_topic(name: str, attributes: dict, context: RequestContext) -> Topic:
+def _create_topic(
+    name: str, attributes: dict, data_protection_policy: str, context: RequestContext
+) -> Topic:
     topic_arn = sns_topic_arn(
         topic_name=name, region_name=context.region, account_id=context.account_id
     )
@@ -1293,6 +1301,7 @@ def _create_topic(name: str, attributes: dict, context: RequestContext) -> Topic
         "arn": topic_arn,
         "attributes": {},
         "subscriptions": [],
+        "data_protection_policy": data_protection_policy,
     }
     attrs = _default_attributes(topic, context)
     attrs.update(attributes or {})
@@ -1439,6 +1448,7 @@ def _validate_platform_application_name(name: str) -> None:
         reason = "must contain only characters 'a'-'z', 'A'-'Z', '0'-'9', '_', '-', and '.'"
 
     if reason:
+        LOG.debug("SNS Platform Application Name rejected due to reason: %s", reason)
         raise InvalidParameterException(f"Invalid parameter: {name} Reason: {reason}")
 
 
diff --git a/localstack-core/localstack/services/sns/publisher.py b/localstack-core/localstack/services/sns/publisher.py
index cbad68dc263c0..f26f6a4ec6581 100644
--- a/localstack-core/localstack/services/sns/publisher.py
+++ b/localstack-core/localstack/services/sns/publisher.py
@@ -16,7 +16,7 @@
 
 from localstack import config
 from localstack.aws.api.lambda_ import InvocationType
-from localstack.aws.api.sns import MessageAttributeMap
+from localstack.aws.api.sns import MessageAttributeMap, TopicAttributesMap
 from localstack.aws.connect import connect_to
 from localstack.config import external_service_url
 from localstack.services.sns import constants as sns_constants
@@ -111,7 +111,7 @@ def prepare_message(
         self,
         message_context: SnsMessage,
         subscriber: SnsSubscription,
-        topic_attributes: dict[str, str] = None,
+        topic_attributes: TopicAttributesMap = None,
     ) -> str:
         """
         Returns the message formatted in the base SNS message format. The base SNS message format is shared amongst
@@ -233,7 +233,7 @@ def prepare_message(
         self,
         message_context: SnsMessage,
         subscriber: SnsSubscription,
-        topic_attributes: dict[str, str] = None,
+        topic_attributes: TopicAttributesMap = None,
     ) -> str:
         """
         You can see Lambda SNS Event format here: https://docs.aws.amazon.com/lambda/latest/dg/with-sns.html
@@ -621,7 +621,7 @@ def prepare_message(
         self,
         message_context: SnsMessage,
         subscriber: SnsSubscription,
-        topic_attributes: dict[str, str] = None,
+        topic_attributes: TopicAttributesMap = None,
     ) -> str:
         return message_context.message_content(subscriber["Protocol"])
 
@@ -664,8 +664,8 @@ def prepare_message(
         self,
         message_context: SnsMessage,
         subscriber: SnsSubscription,
-        topic_attributes: dict[str, str] = None,
-    ) -> dict[str, str]:
+        topic_attributes: TopicAttributesMap = None,
+    ) -> dict[str, str | MessageAttributeMap | None]:
         endpoint_arn = subscriber["Endpoint"]
         platform_type = get_platform_type_from_endpoint_arn(endpoint_arn)
         return {
@@ -725,8 +725,8 @@ def prepare_message(
         self,
         message_context: SnsMessage,
         subscriber: SnsSubscription,
-        topic_attributes: dict[str, str] = None,
-    ) -> dict:
+        topic_attributes: TopicAttributesMap = None,
+    ) -> dict[str, str | MessageAttributeMap | None]:
         return {
             "PhoneNumber": subscriber["Endpoint"],
             "TopicArn": subscriber["TopicArn"],

From 8554f9a9d79b4ae1bd85e64da17ae8a8a5907b4e Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Fri, 13 Feb 2026 13:35:37 +0100
Subject: [PATCH 629/697] APIGW: handle undeclared Sparse Maps in specs
 (#13753)

---
 .../localstack/aws/api/apigateway/__init__.py |  5 +-
 .../localstack/aws/protocol/serializer.py     | 11 ++++
 localstack-core/localstack/aws/scaffold.py    | 14 ++++-
 .../localstack/aws/spec-patches.json          | 17 ++++++
 .../apigateway/test_apigateway_api.py         | 57 +++++++++++++++++++
 .../test_apigateway_api.snapshot.json         | 35 ++++++++++++
 .../test_apigateway_api.validation.json       |  9 +++
 7 files changed, 146 insertions(+), 2 deletions(-)

diff --git a/localstack-core/localstack/aws/api/apigateway/__init__.py b/localstack-core/localstack/aws/api/apigateway/__init__.py
index 06c1f32b04c84..d47a5a760ea0d 100644
--- a/localstack-core/localstack/aws/api/apigateway/__init__.py
+++ b/localstack-core/localstack/aws/api/apigateway/__init__.py
@@ -1138,11 +1138,14 @@ class TlsConfig(TypedDict, total=False):
     insecureSkipVerification: Boolean | None
 
 
+MapOfStringToNullableString = dict[String, String | None]
+
+
 class IntegrationResponse(TypedDict, total=False):
     statusCode: StatusCode | None
     selectionPattern: String | None
     responseParameters: MapOfStringToString | None
-    responseTemplates: MapOfStringToString | None
+    responseTemplates: MapOfStringToNullableString | None
     contentHandling: ContentHandlingStrategy | None
 
 
diff --git a/localstack-core/localstack/aws/protocol/serializer.py b/localstack-core/localstack/aws/protocol/serializer.py
index f554c21e7404d..752680d02d55d 100644
--- a/localstack-core/localstack/aws/protocol/serializer.py
+++ b/localstack-core/localstack/aws/protocol/serializer.py
@@ -1533,6 +1533,17 @@ def _serialize_content_type(
         if has_body and not has_content_type:
             serialized.headers["Content-Type"] = mime_type
 
+    def _serialize_type_map(
+        self, body: dict, value: dict, shape: MapShape, key: str, mime_type: str
+    ):
+        # REST JSON is different from regular JSON, it returns None values in Map
+        if value is None:
+            return
+        map_obj = {}
+        body[key] = map_obj
+        for sub_key, sub_value in value.items():
+            self._serialize(map_obj, sub_value, shape.value, sub_key, mime_type)
+
 
 class BaseCBORResponseSerializer(ResponseSerializer):
     """
diff --git a/localstack-core/localstack/aws/scaffold.py b/localstack-core/localstack/aws/scaffold.py
index 4621c052c5f83..7f16539a658c7 100644
--- a/localstack-core/localstack/aws/scaffold.py
+++ b/localstack-core/localstack/aws/scaffold.py
@@ -64,6 +64,14 @@ def html_to_rst(html: str):
     return rst
 
 
+def is_sparse_shape(shape: ListShape | MapShape):
+    # see https://smithy.io/2.0/spec/type-refinement-traits.html#sparse-trait
+    # this is needed for generating Map that can have nullable values
+    # We need to access `_shape_model` directly, because `sparse` is not used by Botocore, so it is not picked in
+    # `metadata`: see ``botocore.model.Shape.METADATA_ATTRS`` and ``botocore.model.Shape.metadata``
+    return getattr(shape, "_shape_model", {}).get("sparse")
+
+
 class ShapeNode:
     service: ServiceModel
     shape: Shape
@@ -258,8 +266,12 @@ def print_declaration(self, output, doc=True, quote_types=False):
                 f"{to_valid_python_name(shape.name)} = list[{q}{to_valid_python_name(shape.member.name)}{q}]"
             )
         elif isinstance(shape, MapShape):
+            if is_sparse_shape(shape):
+                value_key = f"{q}{to_valid_python_name(shape.value.name)} | None{q}"
+            else:
+                value_key = f"{q}{to_valid_python_name(shape.value.name)}{q}"
             output.write(
-                f"{to_valid_python_name(shape.name)} = dict[{q}{to_valid_python_name(shape.key.name)}{q}, {q}{to_valid_python_name(shape.value.name)}{q}]"
+                f"{to_valid_python_name(shape.name)} = dict[{q}{to_valid_python_name(shape.key.name)}{q}, {value_key}]"
             )
         elif isinstance(shape, StringShape):
             if shape.enum:
diff --git a/localstack-core/localstack/aws/spec-patches.json b/localstack-core/localstack/aws/spec-patches.json
index 28144dfe783d7..1b4ef689bbb0c 100644
--- a/localstack-core/localstack/aws/spec-patches.json
+++ b/localstack-core/localstack/aws/spec-patches.json
@@ -1372,5 +1372,22 @@
       "path": "/operations/CreateApiMapping/http/responseCode",
       "value": 200
     }
+  ],
+  "apigateway/2015-07-09/service-2": [
+    {
+      "op": "add",
+      "path": "/shapes/MapOfStringToNullableString",
+      "value": {
+        "type":"map",
+        "key":{"shape":"String"},
+        "value":{"shape":"String"},
+        "sparse": true
+      }
+    },
+    {
+      "op": "replace",
+      "path": "/shapes/IntegrationResponse/members/responseTemplates/shape",
+      "value": "MapOfStringToNullableString"
+    }
   ]
 }
diff --git a/tests/aws/services/apigateway/test_apigateway_api.py b/tests/aws/services/apigateway/test_apigateway_api.py
index 5ea4cfde41f46..9638661b2469e 100644
--- a/tests/aws/services/apigateway/test_apigateway_api.py
+++ b/tests/aws/services/apigateway/test_apigateway_api.py
@@ -3273,6 +3273,63 @@ def test_put_integration_response_validation(
 
         snapshot.match("put-integration-response-wrong-resource", e.value.response)
 
+    @markers.aws.validated
+    def test_put_integration_response_templates(
+        self, aws_client, apigw_create_rest_api, aws_client_factory, snapshot
+    ):
+        apigw_client = aws_client_factory(config=Config(parameter_validation=False)).apigateway
+        response = apigw_create_rest_api(
+            name=f"test-api-{short_uid()}", description="testing PutIntegrationResponse method exc"
+        )
+        api_id = response["id"]
+        root_id = response["rootResourceId"]
+
+        aws_client.apigateway.put_method(
+            restApiId=api_id,
+            resourceId=root_id,
+            httpMethod="POST",
+            authorizationType="NONE",
+        )
+
+        aws_client.apigateway.put_integration(
+            restApiId=api_id,
+            resourceId=root_id,
+            httpMethod="POST",
+            integrationHttpMethod="GET",
+            type="MOCK",
+            requestTemplates={"application/json": '{"statusCode": 200}'},
+        )
+
+        response = apigw_client.put_integration_response(
+            restApiId=api_id,
+            resourceId=root_id,
+            httpMethod="POST",
+            statusCode="200",
+            selectionPattern="",
+            responseTemplates={"application/json": None},
+        )
+
+        snapshot.match("put-integration-response-template-none", response)
+
+        response = apigw_client.put_integration_response(
+            restApiId=api_id,
+            resourceId=root_id,
+            httpMethod="POST",
+            statusCode="200",
+            selectionPattern="",
+            responseTemplates={"application/json": ""},
+        )
+        snapshot.match("put-integration-response-template-empty", response)
+
+        response = apigw_client.put_integration_response(
+            restApiId=api_id,
+            resourceId=root_id,
+            httpMethod="POST",
+            statusCode="200",
+            selectionPattern="",
+        )
+        snapshot.match("put-integration-no-response-template", response)
+
     @markers.aws.validated
     @pytest.mark.skipif(
         condition=not is_aws_cloud(), reason="Validation behavior not yet implemented"
diff --git a/tests/aws/services/apigateway/test_apigateway_api.snapshot.json b/tests/aws/services/apigateway/test_apigateway_api.snapshot.json
index 6ce3e0a608baa..995eb887c36a4 100644
--- a/tests/aws/services/apigateway/test_apigateway_api.snapshot.json
+++ b/tests/aws/services/apigateway/test_apigateway_api.snapshot.json
@@ -5322,5 +5322,40 @@
         }
       }
     }
+  },
+  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_put_integration_response_templates": {
+    "recorded-date": "12-02-2026, 16:25:03",
+    "recorded-content": {
+      "put-integration-response-template-none": {
+        "responseTemplates": {
+          "application/json": null
+        },
+        "selectionPattern": "",
+        "statusCode": "200",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 201
+        }
+      },
+      "put-integration-response-template-empty": {
+        "responseTemplates": {
+          "application/json": null
+        },
+        "selectionPattern": "",
+        "statusCode": "200",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 201
+        }
+      },
+      "put-integration-no-response-template": {
+        "selectionPattern": "",
+        "statusCode": "200",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 201
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/apigateway/test_apigateway_api.validation.json b/tests/aws/services/apigateway/test_apigateway_api.validation.json
index 42de305186484..8b35c42a8dbca 100644
--- a/tests/aws/services/apigateway/test_apigateway_api.validation.json
+++ b/tests/aws/services/apigateway/test_apigateway_api.validation.json
@@ -335,6 +335,15 @@
   "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_put_integration_request_parameter_bool_type": {
     "last_validated_date": "2024-12-12T10:46:41+00:00"
   },
+  "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_put_integration_response_templates": {
+    "last_validated_date": "2026-02-12T16:25:03+00:00",
+    "durations_in_seconds": {
+      "setup": 0.9,
+      "call": 1.65,
+      "teardown": 0.29,
+      "total": 2.84
+    }
+  },
   "tests/aws/services/apigateway/test_apigateway_api.py::TestApigatewayIntegration::test_put_integration_wrong_type": {
     "last_validated_date": "2024-04-15T20:48:47+00:00"
   },

From e3b2b97e6ae4079d235263943f5084137e0f00ce Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Cristopher=20Pinz=C3=B3n?=
 <18080804+pinzon@users.noreply.github.com>
Date: Fri, 13 Feb 2026 13:59:21 -0500
Subject: [PATCH 630/697] CW Logs: Test suite for service internalization
 (#13692)

---
 .../localstack/testing/pytest/fixtures.py     |  37 +
 tests/aws/services/logs/test_logs.py          | 667 ------------------
 .../aws/services/logs/test_logs.snapshot.json | 271 -------
 .../services/logs/test_logs.validation.json   |  32 -
 tests/aws/services/logs/test_logs_delivery.py | 549 ++++++++++++++
 .../logs/test_logs_delivery.snapshot.json     | 482 +++++++++++++
 .../logs/test_logs_delivery.validation.json   | 119 ++++
 .../services/logs/test_logs_destinations.py   | 313 ++++++++
 .../logs/test_logs_destinations.snapshot.json | 168 +++++
 .../test_logs_destinations.validation.json    |  65 ++
 tests/aws/services/logs/test_logs_events.py   | 270 +++++++
 .../logs/test_logs_events.snapshot.json       | 117 +++
 .../logs/test_logs_events.validation.json     | 110 +++
 .../services/logs/test_logs_export_tasks.py   | 225 ++++++
 .../logs/test_logs_export_tasks.snapshot.json | 105 +++
 .../test_logs_export_tasks.validation.json    |  56 ++
 .../services/logs/test_logs_filter_events.py  | 290 ++++++++
 .../test_logs_filter_events.snapshot.json     |  32 +
 .../test_logs_filter_events.validation.json   | 101 +++
 tests/aws/services/logs/test_logs_groups.py   | 344 +++++++++
 .../logs/test_logs_groups.snapshot.json       | 278 ++++++++
 .../logs/test_logs_groups.validation.json     | 128 ++++
 .../services/logs/test_logs_metric_filters.py | 460 ++++++++++++
 .../test_logs_metric_filters.snapshot.json    | 253 +++++++
 .../test_logs_metric_filters.validation.json  | 119 ++++
 tests/aws/services/logs/test_logs_queries.py  | 215 ++++++
 .../logs/test_logs_queries.snapshot.json      |  78 ++
 .../logs/test_logs_queries.validation.json    |  65 ++
 .../logs/test_logs_resource_policies.py       | 219 ++++++
 .../test_logs_resource_policies.snapshot.json | 216 ++++++
 ...est_logs_resource_policies.validation.json |  65 ++
 tests/aws/services/logs/test_logs_streams.py  | 135 ++++
 .../logs/test_logs_streams.snapshot.json      | 129 ++++
 .../logs/test_logs_streams.validation.json    |  47 ++
 .../logs/test_logs_subscription_filters.py    | 531 ++++++++++++++
 ...st_logs_subscription_filters.snapshot.json | 189 +++++
 ..._logs_subscription_filters.validation.json |  92 +++
 37 files changed, 6602 insertions(+), 970 deletions(-)
 delete mode 100644 tests/aws/services/logs/test_logs.py
 delete mode 100644 tests/aws/services/logs/test_logs.snapshot.json
 delete mode 100644 tests/aws/services/logs/test_logs.validation.json
 create mode 100644 tests/aws/services/logs/test_logs_delivery.py
 create mode 100644 tests/aws/services/logs/test_logs_delivery.snapshot.json
 create mode 100644 tests/aws/services/logs/test_logs_delivery.validation.json
 create mode 100644 tests/aws/services/logs/test_logs_destinations.py
 create mode 100644 tests/aws/services/logs/test_logs_destinations.snapshot.json
 create mode 100644 tests/aws/services/logs/test_logs_destinations.validation.json
 create mode 100644 tests/aws/services/logs/test_logs_events.py
 create mode 100644 tests/aws/services/logs/test_logs_events.snapshot.json
 create mode 100644 tests/aws/services/logs/test_logs_events.validation.json
 create mode 100644 tests/aws/services/logs/test_logs_export_tasks.py
 create mode 100644 tests/aws/services/logs/test_logs_export_tasks.snapshot.json
 create mode 100644 tests/aws/services/logs/test_logs_export_tasks.validation.json
 create mode 100644 tests/aws/services/logs/test_logs_filter_events.py
 create mode 100644 tests/aws/services/logs/test_logs_filter_events.snapshot.json
 create mode 100644 tests/aws/services/logs/test_logs_filter_events.validation.json
 create mode 100644 tests/aws/services/logs/test_logs_groups.py
 create mode 100644 tests/aws/services/logs/test_logs_groups.snapshot.json
 create mode 100644 tests/aws/services/logs/test_logs_groups.validation.json
 create mode 100644 tests/aws/services/logs/test_logs_metric_filters.py
 create mode 100644 tests/aws/services/logs/test_logs_metric_filters.snapshot.json
 create mode 100644 tests/aws/services/logs/test_logs_metric_filters.validation.json
 create mode 100644 tests/aws/services/logs/test_logs_queries.py
 create mode 100644 tests/aws/services/logs/test_logs_queries.snapshot.json
 create mode 100644 tests/aws/services/logs/test_logs_queries.validation.json
 create mode 100644 tests/aws/services/logs/test_logs_resource_policies.py
 create mode 100644 tests/aws/services/logs/test_logs_resource_policies.snapshot.json
 create mode 100644 tests/aws/services/logs/test_logs_resource_policies.validation.json
 create mode 100644 tests/aws/services/logs/test_logs_streams.py
 create mode 100644 tests/aws/services/logs/test_logs_streams.snapshot.json
 create mode 100644 tests/aws/services/logs/test_logs_streams.validation.json
 create mode 100644 tests/aws/services/logs/test_logs_subscription_filters.py
 create mode 100644 tests/aws/services/logs/test_logs_subscription_filters.snapshot.json
 create mode 100644 tests/aws/services/logs/test_logs_subscription_filters.validation.json

diff --git a/localstack-core/localstack/testing/pytest/fixtures.py b/localstack-core/localstack/testing/pytest/fixtures.py
index cba76c6a79a41..afe2c8345937e 100644
--- a/localstack-core/localstack/testing/pytest/fixtures.py
+++ b/localstack-core/localstack/testing/pytest/fixtures.py
@@ -2821,3 +2821,40 @@ def _mock_catalog(path):
         return catalog
 
     return _mock_catalog
+
+
+@pytest.fixture
+def logs_log_group(aws_client):
+    """Create a log group for testing and clean up afterwards."""
+
+    log_group_names = []
+
+    def _create_log_group():
+        log_group_name = f"test-log-group-{short_uid()}"
+        aws_client.logs.create_log_group(logGroupName=log_group_name)
+        log_group_names.append(log_group_name)
+        return log_group_name
+
+    yield _create_log_group()
+
+    for group_name in log_group_names:
+        aws_client.logs.delete_log_group(logGroupName=group_name)
+
+
+@pytest.fixture
+def logs_log_stream(logs_log_group, aws_client):
+    """Create a log stream for testing and clean up afterwards."""
+    log_stream_names = []
+
+    def _create_log_stream():
+        log_stream_name = f"test-log-stream-{short_uid()}"
+        aws_client.logs.create_log_stream(
+            logGroupName=logs_log_group, logStreamName=log_stream_name
+        )
+        log_stream_names.append(log_stream_name)
+        return log_stream_name
+
+    yield _create_log_stream()
+
+    for stream_name in log_stream_names:
+        aws_client.logs.delete_log_stream(logStreamName=stream_name, logGroupName=logs_log_group)
diff --git a/tests/aws/services/logs/test_logs.py b/tests/aws/services/logs/test_logs.py
deleted file mode 100644
index 1211f8b5e764a..0000000000000
--- a/tests/aws/services/logs/test_logs.py
+++ /dev/null
@@ -1,667 +0,0 @@
-import base64
-import gzip
-import json
-import re
-
-import pytest
-from localstack_snapshot.pytest.snapshot import is_aws
-from localstack_snapshot.snapshots.transformer import KeyValueBasedTransformer
-
-from localstack.aws.api.lambda_ import Runtime
-from localstack.constants import APPLICATION_AMZ_JSON_1_1
-from localstack.testing.config import TEST_AWS_REGION_NAME
-from localstack.testing.pytest import markers
-from localstack.utils import testutil
-from localstack.utils.aws import arns
-from localstack.utils.aws.arns import get_partition
-from localstack.utils.common import now_utc, poll_condition, retry, short_uid
-from tests.aws.services.lambda_.test_lambda import TEST_LAMBDA_PYTHON_ECHO
-
-logs_role = {
-    "Statement": {
-        "Effect": "Allow",
-        "Principal": {"Service": f"logs.{TEST_AWS_REGION_NAME}.amazonaws.com"},
-        "Action": "sts:AssumeRole",
-    }
-}
-kinesis_permission = {
-    "Version": "2012-10-17",
-    "Statement": [{"Effect": "Allow", "Action": "kinesis:PutRecord", "Resource": "*"}],
-}
-s3_firehose_role = {
-    "Statement": {
-        "Sid": "",
-        "Effect": "Allow",
-        "Principal": {"Service": "firehose.amazonaws.com"},
-        "Action": "sts:AssumeRole",
-    }
-}
-s3_firehose_permission = {
-    "Version": "2012-10-17",
-    "Statement": [{"Effect": "Allow", "Action": ["s3:*", "s3-object-lambda:*"], "Resource": "*"}],
-}
-
-firehose_permission = {
-    "Version": "2012-10-17",
-    "Statement": [{"Effect": "Allow", "Action": ["firehose:*"], "Resource": "*"}],
-}
-
-
-@pytest.fixture
-def logs_log_group(aws_client):
-    name = f"test-log-group-{short_uid()}"
-    aws_client.logs.create_log_group(logGroupName=name)
-    yield name
-    aws_client.logs.delete_log_group(logGroupName=name)
-
-
-@pytest.fixture
-def logs_log_stream(logs_log_group, aws_client):
-    name = f"test-log-stream-{short_uid()}"
-    aws_client.logs.create_log_stream(logGroupName=logs_log_group, logStreamName=name)
-    yield name
-    aws_client.logs.delete_log_stream(logStreamName=name, logGroupName=logs_log_group)
-
-
-class TestCloudWatchLogs:
-    # TODO make creation and description atomic to avoid possible flake?
-    @markers.aws.validated
-    def test_create_and_delete_log_group(self, aws_client):
-        test_name = f"test-log-group-{short_uid()}"
-        log_groups_before = aws_client.logs.describe_log_groups(
-            logGroupNamePrefix="test-log-group-"
-        ).get("logGroups", [])
-
-        aws_client.logs.create_log_group(logGroupName=test_name)
-
-        log_groups_between = aws_client.logs.describe_log_groups(
-            logGroupNamePrefix="test-log-group-"
-        ).get("logGroups", [])
-        assert poll_condition(
-            lambda: len(log_groups_between) == len(log_groups_before) + 1, timeout=5.0, interval=0.5
-        )
-
-        aws_client.logs.delete_log_group(logGroupName=test_name)
-
-        log_groups_after = aws_client.logs.describe_log_groups(
-            logGroupNamePrefix="test-log-group-"
-        ).get("logGroups", [])
-        assert poll_condition(
-            lambda: len(log_groups_after) == len(log_groups_between) - 1, timeout=5.0, interval=0.5
-        )
-        assert len(log_groups_after) == len(log_groups_before)
-
-    @markers.aws.validated
-    def test_resource_does_not_exist(self, aws_client, snapshot, cleanups):
-        log_group_name = f"log-group-{short_uid()}"
-        log_stream_name = f"log-stream-{short_uid()}"
-        with pytest.raises(Exception) as ctx:
-            aws_client.logs.get_log_events(
-                logGroupName=log_group_name, logStreamName=log_stream_name
-            )
-        snapshot.match("error-log-group-does-not-exist", ctx.value.response)
-
-        aws_client.logs.create_log_group(logGroupName=log_group_name)
-        cleanups.append(lambda: aws_client.logs.delete_log_group(logGroupName=log_group_name))
-
-        with pytest.raises(Exception) as ctx:
-            aws_client.logs.get_log_events(
-                logGroupName=log_group_name, logStreamName=log_stream_name
-            )
-        snapshot.match("error-log-stream-does-not-exist", ctx.value.response)
-
-    @markers.aws.validated
-    def test_list_tags_log_group(self, snapshot, aws_client):
-        test_name = f"test-log-group-{short_uid()}"
-        try:
-            aws_client.logs.create_log_group(logGroupName=test_name, tags={"env": "testing1"})
-            response = aws_client.logs.list_tags_log_group(logGroupName=test_name)
-            snapshot.match("list_tags_after_create_log_group", response)
-
-            # get group arn, to use the tag-resource api
-            log_group_arn = aws_client.logs.describe_log_groups(logGroupNamePrefix=test_name)[
-                "logGroups"
-            ][0]["arn"].rstrip(":*")
-
-            # add a tag - new api
-            aws_client.logs.tag_resource(
-                resourceArn=log_group_arn, tags={"test1": "val1", "test2": "val2"}
-            )
-
-            response = aws_client.logs.list_tags_log_group(logGroupName=test_name)
-            response_2 = aws_client.logs.list_tags_for_resource(resourceArn=log_group_arn)
-
-            snapshot.match("list_tags_log_group_after_tag_resource", response)
-            snapshot.match("list_tags_for_resource_after_tag_resource", response_2)
-            # values should be the same
-            assert response["tags"] == response_2["tags"]
-
-            # add a tag - old api
-            aws_client.logs.tag_log_group(logGroupName=test_name, tags={"test3": "val3"})
-
-            response = aws_client.logs.list_tags_log_group(logGroupName=test_name)
-            response_2 = aws_client.logs.list_tags_for_resource(resourceArn=log_group_arn)
-
-            snapshot.match("list_tags_log_group_after_tag_log_group", response)
-            snapshot.match("list_tags_for_resource_after_tag_log_group", response_2)
-            assert response["tags"] == response_2["tags"]
-
-            # untag - use both apis
-            aws_client.logs.untag_log_group(logGroupName=test_name, tags=["test3"])
-            aws_client.logs.untag_resource(resourceArn=log_group_arn, tagKeys=["env", "test1"])
-
-            response = aws_client.logs.list_tags_log_group(logGroupName=test_name)
-            response_2 = aws_client.logs.list_tags_for_resource(resourceArn=log_group_arn)
-            snapshot.match("list_tags_log_group_after_untag", response)
-            snapshot.match("list_tags_for_resource_after_untag", response_2)
-
-            assert response["tags"] == response_2["tags"]
-
-        finally:
-            # clean up
-            aws_client.logs.delete_log_group(logGroupName=test_name)
-
-    @markers.snapshot.skip_snapshot_verify(
-        paths=[
-            # TODO 'describe-log-groups' returns different attributes on AWS when using
-            #   'logGroupNamePattern' compared to 'logGroupNamePrefix' (for the same log group)
-            #    seems like a weird issue on AWS side, we just exclude the paths here for this particular call
-            "$..describe-log-groups-pattern.logGroups..storedBytes",
-            "$..describe-log-groups-pattern.nextToken",
-            "$..list-log-groups-pattern-match.nextToken",
-        ]
-    )
-    @markers.aws.validated
-    def test_create_and_delete_log_stream(self, logs_log_group, aws_client, region_name, snapshot):
-        snapshot.add_transformer(snapshot.transform.logs_api())
-        test_name = f"test-log-stream-{short_uid()}"
-
-        # filter for prefix/entire name here
-        response = aws_client.logs.describe_log_groups(logGroupNamePrefix=logs_log_group)
-        snapshot.match("describe-log-groups-prefix", response)
-
-        # pattern for the short-uid
-        # for some reason, this does not work immediately on AWS
-        assert poll_condition(
-            lambda: (
-                len(
-                    aws_client.logs.describe_log_groups(
-                        logGroupNamePattern=logs_log_group.split("-")[-1]
-                    ).get("logGroups")
-                )
-                == 1
-            ),
-            timeout=5.0,
-            interval=0.5,
-        )
-        response = aws_client.logs.describe_log_groups(
-            logGroupNamePattern=logs_log_group.split("-")[-1]
-        )
-        snapshot.match("describe-log-groups-pattern", response)
-
-        # using prefix + pattern should raise error
-        with pytest.raises(Exception) as ctx:
-            aws_client.logs.describe_log_groups(
-                logGroupNamePattern=logs_log_group, logGroupNamePrefix=logs_log_group
-            )
-        snapshot.match("error-describe-logs-group", ctx.value.response)
-
-        response = aws_client.logs.list_log_groups(logGroupNamePattern="no-such-group")
-        snapshot.match("list-log-groups-pattern-no-match", response)
-        response = aws_client.logs.list_log_groups(
-            logGroupNamePattern=logs_log_group.split("-")[-1]
-        )
-        snapshot.match("list-log-groups-pattern-match", response)
-
-        aws_client.logs.create_log_stream(logGroupName=logs_log_group, logStreamName=test_name)
-        log_streams_between = aws_client.logs.describe_log_streams(logGroupName=logs_log_group).get(
-            "logStreams", []
-        )
-
-        snapshot.match("logs_log_group", log_streams_between)
-
-        # using log-group-name and log-group-identifier should raise exception
-        with pytest.raises(Exception) as ctx:
-            aws_client.logs.describe_log_streams(
-                logGroupName=logs_log_group, logGroupIdentifier=logs_log_group
-            )
-        snapshot.match("error-describe-logs-streams", ctx.value.response)
-
-        # log group identifier using the name of the log-group
-        response = aws_client.logs.describe_log_streams(logGroupIdentifier=logs_log_group).get(
-            "logStreams"
-        )
-        snapshot.match("log_group_identifier", response)
-        # log group identifier using arn
-        response = aws_client.logs.describe_log_streams(
-            logGroupIdentifier=arns.log_group_arn(
-                logs_log_group,
-                account_id=aws_client.sts.get_caller_identity()["Account"],
-                region_name=region_name,
-            )
-        ).get("logStreams")
-        snapshot.match("log_group_identifier-arn", response)
-
-        aws_client.logs.delete_log_stream(logGroupName=logs_log_group, logStreamName=test_name)
-
-        log_streams_after = aws_client.logs.describe_log_streams(logGroupName=logs_log_group).get(
-            "logStreams", []
-        )
-        assert len(log_streams_after) == 0
-
-    @markers.aws.validated
-    def test_put_events_multi_bytes_msg(self, logs_log_group, logs_log_stream, aws_client):
-        body_msg = "🙀 - 参よ - 日本語"
-        events = [{"timestamp": now_utc(millis=True), "message": body_msg}]
-        response = aws_client.logs.put_log_events(
-            logGroupName=logs_log_group, logStreamName=logs_log_stream, logEvents=events
-        )
-        assert response["ResponseMetadata"]["HTTPStatusCode"] == 200
-
-        def get_log_events():
-            events = aws_client.logs.get_log_events(
-                logGroupName=logs_log_group, logStreamName=logs_log_stream
-            )["events"]
-            assert events[0]["message"] == body_msg
-
-        retry(
-            get_log_events,
-            retries=20 if is_aws() else 3,
-            sleep=5 if is_aws() else 1,
-            sleep_before=3 if is_aws() else 0,
-        )
-
-    @markers.aws.validated
-    def test_filter_log_events_response_header(self, logs_log_group, logs_log_stream, aws_client):
-        events = [
-            {"timestamp": now_utc(millis=True), "message": "log message 1"},
-            {"timestamp": now_utc(millis=True), "message": "log message 2"},
-        ]
-        response = aws_client.logs.put_log_events(
-            logGroupName=logs_log_group, logStreamName=logs_log_stream, logEvents=events
-        )
-        assert response["ResponseMetadata"]["HTTPStatusCode"] == 200
-
-        response = aws_client.logs.filter_log_events(logGroupName=logs_log_group)
-        assert response["ResponseMetadata"]["HTTPStatusCode"] == 200
-        assert (
-            response["ResponseMetadata"]["HTTPHeaders"]["content-type"] == APPLICATION_AMZ_JSON_1_1
-        )
-
-    @markers.aws.validated
-    @markers.snapshot.skip_snapshot_verify(
-        paths=[
-            "$..Statement.Condition.StringEquals",
-            "$..add_permission.ResponseMetadata.HTTPStatusCode",
-        ]
-    )
-    def test_put_subscription_filter_lambda(
-        self,
-        logs_log_group,
-        logs_log_stream,
-        create_lambda_function,
-        snapshot,
-        aws_client,
-        region_name,
-    ):
-        snapshot.add_transformer(snapshot.transform.lambda_api())
-        # special replacements for this test case:
-        snapshot.add_transformer(snapshot.transform.key_value("logGroupName"))
-        snapshot.add_transformer(snapshot.transform.key_value("logStreamName"))
-        snapshot.add_transformer(
-            KeyValueBasedTransformer(
-                lambda k, v: (
-                    v
-                    if k == "id" and (isinstance(v, str) and re.match(re.compile(r"^[0-9]+$"), v))
-                    else None
-                ),
-                replacement="id",
-                replace_reference=False,
-            ),
-        )
-
-        test_lambda_name = f"test-lambda-function-{short_uid()}"
-        func_arn = create_lambda_function(
-            handler_file=TEST_LAMBDA_PYTHON_ECHO,
-            func_name=test_lambda_name,
-            runtime=Runtime.python3_12,
-        )["CreateFunctionResponse"]["FunctionArn"]
-        aws_client.lambda_.invoke(FunctionName=test_lambda_name, Payload=b"{}")
-        # get account-id to set the correct policy
-        account_id = aws_client.sts.get_caller_identity()["Account"]
-        result = aws_client.lambda_.add_permission(
-            FunctionName=test_lambda_name,
-            StatementId=test_lambda_name,
-            Principal=f"logs.{region_name}.amazonaws.com",
-            Action="lambda:InvokeFunction",
-            SourceArn=f"arn:{get_partition(region_name)}:logs:{region_name}:{account_id}:log-group:{logs_log_group}:*",
-            SourceAccount=account_id,
-        )
-
-        snapshot.match("add_permission", result)
-
-        result = aws_client.logs.put_subscription_filter(
-            logGroupName=logs_log_group,
-            filterName="test",
-            filterPattern="",
-            destinationArn=func_arn,
-        )
-        snapshot.match("put_subscription_filter", result)
-
-        aws_client.logs.put_log_events(
-            logGroupName=logs_log_group,
-            logStreamName=logs_log_stream,
-            logEvents=[
-                {"timestamp": now_utc(millis=True), "message": "test"},
-                {"timestamp": now_utc(millis=True), "message": "test 2"},
-            ],
-        )
-
-        response = aws_client.logs.describe_subscription_filters(logGroupName=logs_log_group)
-        assert len(response["subscriptionFilters"]) == 1
-        snapshot.match("describe_subscription_filter", response)
-
-        def check_invocation():
-            events = testutil.list_all_log_events(
-                log_group_name=f"/aws/lambda/{test_lambda_name}", logs_client=aws_client.logs
-            )
-            # we only are interested in events that contain "awslogs"
-            filtered_events = []
-            for e in events:
-                if "awslogs" in e["message"]:
-                    # the message will look like this:
-                    # {"messageType":"DATA_MESSAGE","owner":"000000000000","logGroup":"log-group",
-                    #  "logStream":"log-stream","subscriptionFilters":["test"],
-                    #  "logEvents":[{"id":"7","timestamp":1679056073581,"message":"test"},
-                    #               {"id":"8","timestamp":1679056073581,"message":"test 2"}]}
-                    data = json.loads(e["message"])["awslogs"]["data"].encode("utf-8")
-                    decoded_data = gzip.decompress(base64.b64decode(data)).decode("utf-8")
-                    for log_event in json.loads(decoded_data)["logEvents"]:
-                        filtered_events.append(log_event)
-            assert len(filtered_events) == 2
-
-            filtered_events.sort(key=lambda k: k.get("message"))
-            snapshot.match("list_all_log_events", filtered_events)
-
-        retry(check_invocation, retries=6, sleep=3.0)
-
-    @markers.aws.validated
-    def test_put_subscription_filter_firehose(
-        self, logs_log_group, logs_log_stream, s3_bucket, create_iam_role_with_policy, aws_client
-    ):
-        try:
-            firehose_name = f"test-firehose-{short_uid()}"
-            s3_bucket_arn = f"arn:aws:s3:::{s3_bucket}"
-
-            role = f"test-firehose-s3-role-{short_uid()}"
-            policy_name = f"test-firehose-s3-role-policy-{short_uid()}"
-            role_arn = create_iam_role_with_policy(
-                RoleName=role,
-                PolicyName=policy_name,
-                RoleDefinition=s3_firehose_role,
-                PolicyDefinition=s3_firehose_permission,
-            )
-
-            # TODO AWS has troubles creating the delivery stream the first time
-            # policy is not accepted at first, so we try again
-            def create_delivery_stream():
-                aws_client.firehose.create_delivery_stream(
-                    DeliveryStreamName=firehose_name,
-                    S3DestinationConfiguration={
-                        "BucketARN": s3_bucket_arn,
-                        "RoleARN": role_arn,
-                        "BufferingHints": {"SizeInMBs": 1, "IntervalInSeconds": 60},
-                    },
-                )
-
-            retry(create_delivery_stream, retries=5, sleep=10.0)
-
-            response = aws_client.firehose.describe_delivery_stream(
-                DeliveryStreamName=firehose_name
-            )
-            firehose_arn = response["DeliveryStreamDescription"]["DeliveryStreamARN"]
-
-            role = f"test-firehose-role-{short_uid()}"
-            policy_name = f"test-firehose-role-policy-{short_uid()}"
-            role_arn_logs = create_iam_role_with_policy(
-                RoleName=role,
-                PolicyName=policy_name,
-                RoleDefinition=logs_role,
-                PolicyDefinition=firehose_permission,
-            )
-
-            def check_stream_active():
-                state = aws_client.firehose.describe_delivery_stream(
-                    DeliveryStreamName=firehose_name
-                )["DeliveryStreamDescription"]["DeliveryStreamStatus"]
-                if state != "ACTIVE":
-                    raise Exception(f"DeliveryStreamStatus is {state}")
-
-            retry(check_stream_active, retries=60, sleep=30.0)
-
-            aws_client.logs.put_subscription_filter(
-                logGroupName=logs_log_group,
-                filterName="Destination",
-                filterPattern="",
-                destinationArn=firehose_arn,
-                roleArn=role_arn_logs,
-            )
-
-            aws_client.logs.put_log_events(
-                logGroupName=logs_log_group,
-                logStreamName=logs_log_stream,
-                logEvents=[
-                    {"timestamp": now_utc(millis=True), "message": "test"},
-                    {"timestamp": now_utc(millis=True), "message": "test 2"},
-                ],
-            )
-
-            def list_objects():
-                response = aws_client.s3.list_objects(Bucket=s3_bucket)
-                assert len(response["Contents"]) >= 1
-
-            retry(list_objects, retries=60, sleep=30.0)
-            response = aws_client.s3.list_objects(Bucket=s3_bucket)
-            key = response["Contents"][-1]["Key"]
-            response = aws_client.s3.get_object(Bucket=s3_bucket, Key=key)
-            content = gzip.decompress(response["Body"].read()).decode("utf-8")
-            assert "DATA_MESSAGE" in content
-            assert "test" in content
-            assert "test 2" in content
-
-        finally:
-            # clean up
-            aws_client.firehose.delete_delivery_stream(
-                DeliveryStreamName=firehose_name, AllowForceDelete=True
-            )
-
-    @markers.aws.validated
-    def test_put_subscription_filter_kinesis(
-        self, logs_log_group, logs_log_stream, create_iam_role_with_policy, aws_client
-    ):
-        kinesis_name = f"test-kinesis-{short_uid()}"
-        filter_name = "Destination"
-        aws_client.kinesis.create_stream(StreamName=kinesis_name, ShardCount=1)
-
-        try:
-            result = aws_client.kinesis.describe_stream(StreamName=kinesis_name)[
-                "StreamDescription"
-            ]
-            kinesis_arn = result["StreamARN"]
-            role = f"test-kinesis-role-{short_uid()}"
-            policy_name = f"test-kinesis-role-policy-{short_uid()}"
-            role_arn = create_iam_role_with_policy(
-                RoleName=role,
-                PolicyName=policy_name,
-                RoleDefinition=logs_role,
-                PolicyDefinition=kinesis_permission,
-            )
-
-            # wait for stream-status "ACTIVE"
-            status = result["StreamStatus"]
-            if status != "ACTIVE":
-
-                def check_stream_active():
-                    state = aws_client.kinesis.describe_stream(StreamName=kinesis_name)[
-                        "StreamDescription"
-                    ]["StreamStatus"]
-                    if state != "ACTIVE":
-                        raise Exception(f"StreamStatus is {state}")
-
-                retry(check_stream_active, retries=6, sleep=1.0, sleep_before=2.0)
-
-            def put_subscription_filter():
-                aws_client.logs.put_subscription_filter(
-                    logGroupName=logs_log_group,
-                    filterName=filter_name,
-                    filterPattern="",
-                    destinationArn=kinesis_arn,
-                    roleArn=role_arn,
-                )
-
-            # for a weird reason the put_subscription_filter fails on AWS the first time,
-            # even-though we check for ACTIVE state...
-            retry(put_subscription_filter, retries=6, sleep=3.0)
-
-            def put_event():
-                aws_client.logs.put_log_events(
-                    logGroupName=logs_log_group,
-                    logStreamName=logs_log_stream,
-                    logEvents=[
-                        {"timestamp": now_utc(millis=True), "message": "test"},
-                        {"timestamp": now_utc(millis=True), "message": "test 2"},
-                    ],
-                )
-
-            retry(put_event, retries=6, sleep=3.0)
-
-            shard_iterator = aws_client.kinesis.get_shard_iterator(
-                StreamName=kinesis_name,
-                ShardId="shardId-000000000000",
-                ShardIteratorType="TRIM_HORIZON",
-            )["ShardIterator"]
-
-            response = aws_client.kinesis.get_records(ShardIterator=shard_iterator)
-            # AWS sends messages as health checks
-            assert len(response["Records"]) >= 1
-            found = False
-            for record in response["Records"]:
-                data = record["Data"]
-                unzipped_data = gzip.decompress(data)
-                json_data = json.loads(unzipped_data)
-                if "test" in json.dumps(json_data["logEvents"]):
-                    assert len(json_data["logEvents"]) == 2
-                    assert json_data["logEvents"][0]["message"] == "test"
-                    assert json_data["logEvents"][1]["message"] == "test 2"
-                    found = True
-
-            assert found
-        # clean up
-        finally:
-            aws_client.kinesis.delete_stream(StreamName=kinesis_name, EnforceConsumerDeletion=True)
-            aws_client.logs.delete_subscription_filter(
-                logGroupName=logs_log_group, filterName=filter_name
-            )
-
-    @pytest.mark.skip("TODO: failing against community - filters are only in pro -> move test?")
-    @markers.aws.validated
-    def test_metric_filters(self, logs_log_group, logs_log_stream, aws_client):
-        basic_filter_name = f"test-filter-basic-{short_uid()}"
-        json_filter_name = f"test-filter-json-{short_uid()}"
-        namespace_name = f"test-metric-namespace-{short_uid()}"
-        basic_metric_name = f"test-basic-metric-{short_uid()}"
-        json_metric_name = f"test-json-metric-{short_uid()}"
-        basic_transforms = {
-            "metricNamespace": namespace_name,
-            "metricName": basic_metric_name,
-            "metricValue": "1",
-            "defaultValue": 0,
-        }
-        json_transforms = {
-            "metricNamespace": namespace_name,
-            "metricName": json_metric_name,
-            "metricValue": "1",
-            "defaultValue": 0,
-        }
-        aws_client.logs.put_metric_filter(
-            logGroupName=logs_log_group,
-            filterName=basic_filter_name,
-            filterPattern=" ",
-            metricTransformations=[basic_transforms],
-        )
-        aws_client.logs.put_metric_filter(
-            logGroupName=logs_log_group,
-            filterName=json_filter_name,
-            filterPattern='{$.message = "test"}',
-            metricTransformations=[json_transforms],
-        )
-
-        response = aws_client.logs.describe_metric_filters(
-            logGroupName=logs_log_group, filterNamePrefix="test-filter-"
-        )
-        assert response["ResponseMetadata"]["HTTPStatusCode"] == 200
-        filter_names = [_filter["filterName"] for _filter in response["metricFilters"]]
-        assert basic_filter_name in filter_names
-        assert json_filter_name in filter_names
-
-        # put log events and assert metrics being published
-        events = [
-            {"timestamp": now_utc(millis=True), "message": "log message 1"},
-            {"timestamp": now_utc(millis=True), "message": "log message 2"},
-        ]
-        aws_client.logs.put_log_events(
-            logGroupName=logs_log_group, logStreamName=logs_log_stream, logEvents=events
-        )
-
-        # list metrics
-        def list_metrics():
-            res = aws_client.cloudwatch.list_metrics(Namespace=namespace_name)
-            assert len(res["Metrics"]) == 2
-
-        retry(
-            list_metrics,
-            retries=20 if is_aws() else 3,
-            sleep=5 if is_aws() else 1,
-            sleep_before=3 if is_aws() else 0,
-        )
-
-        # delete filters
-        aws_client.logs.delete_metric_filter(
-            logGroupName=logs_log_group, filterName=basic_filter_name
-        )
-        aws_client.logs.delete_metric_filter(
-            logGroupName=logs_log_group, filterName=json_filter_name
-        )
-
-        response = aws_client.logs.describe_metric_filters(
-            logGroupName=logs_log_group, filterNamePrefix="test-filter-"
-        )
-        assert response["ResponseMetadata"]["HTTPStatusCode"] == 200
-        filter_names = [_filter["filterName"] for _filter in response["metricFilters"]]
-        assert basic_filter_name not in filter_names
-        assert json_filter_name not in filter_names
-
-    @markers.aws.needs_fixing
-    def test_delivery_logs_for_sns(self, sns_create_topic, sns_subscription, aws_client):
-        topic_name = f"test-logs-{short_uid()}"
-        contact = "+10123456789"
-
-        topic_arn = sns_create_topic(Name=topic_name)["TopicArn"]
-        sns_subscription(TopicArn=topic_arn, Protocol="sms", Endpoint=contact)
-
-        message = "Good news everyone!"
-        aws_client.sns.publish(Message=message, TopicArn=topic_arn)
-        logs_group_name = topic_arn.replace("arn:aws:", "").replace(":", "/")
-
-        def log_group_exists():
-            # TODO on AWS the log group is not created, probably need iam role
-            # see also https://repost.aws/knowledge-center/monitor-sns-texts-cloudwatch
-            response = aws_client.logs.describe_log_streams(logGroupName=logs_group_name)
-            assert response["ResponseMetadata"]["HTTPStatusCode"] == 200
-
-        retry(
-            log_group_exists,
-            retries=20 if is_aws() else 3,
-            sleep=5 if is_aws() else 1,
-            sleep_before=3 if is_aws() else 0,
-        )
diff --git a/tests/aws/services/logs/test_logs.snapshot.json b/tests/aws/services/logs/test_logs.snapshot.json
deleted file mode 100644
index 4af79c2d4e286..0000000000000
--- a/tests/aws/services/logs/test_logs.snapshot.json
+++ /dev/null
@@ -1,271 +0,0 @@
-{
-  "tests/aws/services/logs/test_logs.py::TestCloudWatchLogs::test_put_subscription_filter_lambda": {
-    "recorded-date": "17-03-2023, 13:55:00",
-    "recorded-content": {
-      "add_permission": {
-        "Statement": {
-          "Sid": "<resource:1>",
-          "Effect": "Allow",
-          "Principal": {
-            "Service": "logs.<region>.amazonaws.com"
-          },
-          "Action": "lambda:InvokeFunction",
-          "Resource": "arn:<partition>:lambda:<region>:111111111111:function:<resource:1>",
-          "Condition": {
-            "StringEquals": {
-              "AWS:SourceAccount": "111111111111"
-            },
-            "ArnLike": {
-              "AWS:SourceArn": "arn:<partition>:logs:<region>:111111111111:log-group:<log-group-name:1>:<resource:2>"
-            }
-          }
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 201
-        }
-      },
-      "put_subscription_filter": {
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "describe_subscription_filter": {
-        "subscriptionFilters": [
-          {
-            "creationTime": "timestamp",
-            "destinationArn": "arn:<partition>:lambda:<region>:111111111111:function:<resource:1>",
-            "distribution": "ByLogStream",
-            "filterName": "test",
-            "filterPattern": "",
-            "logGroupName": "<log-group-name:1>"
-          }
-        ],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "list_all_log_events": [
-        {
-          "id": "id",
-          "timestamp": "timestamp",
-          "message": "test"
-        },
-        {
-          "id": "id",
-          "timestamp": "timestamp",
-          "message": "test 2"
-        }
-      ]
-    }
-  },
-  "tests/aws/services/logs/test_logs.py::TestCloudWatchLogs::test_list_tags_log_group": {
-    "recorded-date": "22-12-2022, 17:46:54",
-    "recorded-content": {
-      "list_tags_after_create_log_group": {
-        "tags": {
-          "env": "testing1"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "list_tags_log_group_after_tag_resource": {
-        "tags": {
-          "env": "testing1",
-          "test1": "val1",
-          "test2": "val2"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "list_tags_for_resource_after_tag_resource": {
-        "tags": {
-          "env": "testing1",
-          "test1": "val1",
-          "test2": "val2"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "list_tags_log_group_after_tag_log_group": {
-        "tags": {
-          "env": "testing1",
-          "test1": "val1",
-          "test2": "val2",
-          "test3": "val3"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "list_tags_for_resource_after_tag_log_group": {
-        "tags": {
-          "env": "testing1",
-          "test1": "val1",
-          "test2": "val2",
-          "test3": "val3"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "list_tags_log_group_after_untag": {
-        "tags": {
-          "test2": "val2"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "list_tags_for_resource_after_untag": {
-        "tags": {
-          "test2": "val2"
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/logs/test_logs.py::TestCloudWatchLogs::test_create_and_delete_log_stream": {
-    "recorded-date": "05-11-2025, 17:25:32",
-    "recorded-content": {
-      "describe-log-groups-prefix": {
-        "logGroups": [
-          {
-            "arn": "arn:<partition>:logs:<region>:111111111111:log-group:<log-group-name:1>:*",
-            "creationTime": "timestamp",
-            "logGroupArn": "arn:<partition>:logs:<region>:111111111111:log-group:<log-group-name:1>",
-            "logGroupClass": "STANDARD",
-            "logGroupName": "<log-group-name:1>",
-            "metricFilterCount": 0,
-            "storedBytes": 0
-          }
-        ],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "describe-log-groups-pattern": {
-        "logGroups": [
-          {
-            "arn": "arn:<partition>:logs:<region>:111111111111:log-group:<log-group-name:1>:*",
-            "creationTime": "timestamp",
-            "logGroupArn": "arn:<partition>:logs:<region>:111111111111:log-group:<log-group-name:1>",
-            "logGroupClass": "STANDARD",
-            "logGroupName": "<log-group-name:1>",
-            "metricFilterCount": 0
-          }
-        ],
-        "nextToken": "<next_token>",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "error-describe-logs-group": {
-        "Error": {
-          "Code": "InvalidParameterException",
-          "Message": "LogGroup name prefix and LogGroup name pattern are mutually exclusive parameters."
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 400
-        }
-      },
-      "list-log-groups-pattern-no-match": {
-        "logGroups": [],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "list-log-groups-pattern-match": {
-        "logGroups": [
-          {
-            "logGroupArn": "arn:<partition>:logs:<region>:111111111111:log-group:<log-group-name:1>",
-            "logGroupClass": "STANDARD",
-            "logGroupName": "<log-group-name:1>"
-          }
-        ],
-        "nextToken": "<next_token>",
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "logs_log_group": [
-        {
-          "logStreamName": "<log-stream-name:1>",
-          "creationTime": "timestamp",
-          "arn": "arn:<partition>:logs:<region>:111111111111:log-group:<log-group-name:1>:log-stream:<log-stream-name:1>",
-          "storedBytes": 0
-        }
-      ],
-      "error-describe-logs-streams": {
-        "Error": {
-          "Code": "ValidationException",
-          "Message": "LogGroup name and LogGroup ARN are mutually exclusive parameters."
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 400
-        }
-      },
-      "log_group_identifier": [
-        {
-          "logStreamName": "<log-stream-name:1>",
-          "creationTime": "timestamp",
-          "arn": "arn:<partition>:logs:<region>:111111111111:log-group:<log-group-name:1>:log-stream:<log-stream-name:1>",
-          "storedBytes": 0
-        }
-      ],
-      "log_group_identifier-arn": [
-        {
-          "logStreamName": "<log-stream-name:1>",
-          "creationTime": "timestamp",
-          "arn": "arn:<partition>:logs:<region>:111111111111:log-group:<log-group-name:1>:log-stream:<log-stream-name:1>",
-          "storedBytes": 0
-        }
-      ]
-    }
-  },
-  "tests/aws/services/logs/test_logs.py::TestCloudWatchLogs::test_resource_does_not_exist": {
-    "recorded-date": "05-09-2024, 16:43:20",
-    "recorded-content": {
-      "error-log-group-does-not-exist": {
-        "Error": {
-          "Code": "ResourceNotFoundException",
-          "Message": "The specified log group does not exist."
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 400
-        }
-      },
-      "error-log-stream-does-not-exist": {
-        "Error": {
-          "Code": "ResourceNotFoundException",
-          "Message": "The specified log stream does not exist."
-        },
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 400
-        }
-      }
-    }
-  }
-}
diff --git a/tests/aws/services/logs/test_logs.validation.json b/tests/aws/services/logs/test_logs.validation.json
deleted file mode 100644
index 1298ee398c28b..0000000000000
--- a/tests/aws/services/logs/test_logs.validation.json
+++ /dev/null
@@ -1,32 +0,0 @@
-{
-  "tests/aws/services/logs/test_logs.py::TestCloudWatchLogs::test_create_and_delete_log_group": {
-    "last_validated_date": "2024-05-24T13:57:11+00:00"
-  },
-  "tests/aws/services/logs/test_logs.py::TestCloudWatchLogs::test_create_and_delete_log_stream": {
-    "last_validated_date": "2025-11-05T17:25:41+00:00",
-    "durations_in_seconds": {
-      "setup": 1.91,
-      "call": 3.46,
-      "teardown": 0.16,
-      "total": 5.53
-    }
-  },
-  "tests/aws/services/logs/test_logs.py::TestCloudWatchLogs::test_filter_log_events_response_header": {
-    "last_validated_date": "2024-05-24T13:58:30+00:00"
-  },
-  "tests/aws/services/logs/test_logs.py::TestCloudWatchLogs::test_list_tags_log_group": {
-    "last_validated_date": "2022-12-22T16:46:54+00:00"
-  },
-  "tests/aws/services/logs/test_logs.py::TestCloudWatchLogs::test_metric_filters": {
-    "last_validated_date": "2024-05-24T14:17:33+00:00"
-  },
-  "tests/aws/services/logs/test_logs.py::TestCloudWatchLogs::test_put_events_multi_bytes_msg": {
-    "last_validated_date": "2024-05-24T14:23:19+00:00"
-  },
-  "tests/aws/services/logs/test_logs.py::TestCloudWatchLogs::test_put_subscription_filter_lambda": {
-    "last_validated_date": "2023-03-17T12:55:00+00:00"
-  },
-  "tests/aws/services/logs/test_logs.py::TestCloudWatchLogs::test_resource_does_not_exist": {
-    "last_validated_date": "2024-09-05T16:43:20+00:00"
-  }
-}
diff --git a/tests/aws/services/logs/test_logs_delivery.py b/tests/aws/services/logs/test_logs_delivery.py
new file mode 100644
index 0000000000000..95fe9b4901f44
--- /dev/null
+++ b/tests/aws/services/logs/test_logs_delivery.py
@@ -0,0 +1,549 @@
+"""Tests for CloudWatch Logs - Delivery operations (vended logs delivery)."""
+
+import json
+
+import pytest
+
+from localstack.testing.pytest import markers
+from localstack.utils.common import short_uid
+
+
+def get_delivery_destination_policy(region: str, account_id: str) -> str:
+    """Generate a delivery destination policy document."""
+    return json.dumps(
+        {
+            "Version": "2012-10-17",
+            "Statement": [
+                {
+                    "Sid": "AllowLogDeliveryActions",
+                    "Effect": "Allow",
+                    "Principal": {"AWS": f"arn:aws:iam::{account_id}:root"},
+                    "Action": "logs:CreateDelivery",
+                    "Resource": [
+                        f"arn:aws:logs:{region}:{account_id}:delivery-source:*",
+                        f"arn:aws:logs:{region}:{account_id}:delivery:*",
+                        f"arn:aws:logs:{region}:{account_id}:delivery-destination:*",
+                    ],
+                }
+            ],
+        }
+    )
+
+
+class TestDeliveryDestinations:
+    """Tests for delivery destination operations."""
+
+    @markers.aws.validated
+    @markers.snapshot.skip_snapshot_verify(paths=["$..deliveryDestination.tags"])
+    def test_put_delivery_destination(self, aws_client, snapshot, cleanups, s3_bucket):
+        """Test creating a delivery destination."""
+        snapshot.add_transformer(snapshot.transform.logs_api())
+        destination_name = f"test-dd-{short_uid()}"
+
+        response = aws_client.logs.put_delivery_destination(
+            name=destination_name,
+            outputFormat="json",
+            deliveryDestinationConfiguration={
+                "destinationResourceArn": f"arn:aws:s3:::{s3_bucket}"
+            },
+            tags={"key1": "value1"},
+        )
+        cleanups.append(lambda: aws_client.logs.delete_delivery_destination(name=destination_name))
+        snapshot.add_transformer(snapshot.transform.regex(destination_name, "<destination-name>"))
+        snapshot.add_transformer(snapshot.transform.regex(s3_bucket, "<bucket>"))
+        snapshot.match("put-delivery-destination", response)
+
+    @markers.aws.validated
+    def test_put_delivery_destination_invalid_format(self, aws_client, snapshot, s3_bucket):
+        """Test creating a delivery destination with invalid output format."""
+        with pytest.raises(Exception) as ctx:
+            aws_client.logs.put_delivery_destination(
+                name=f"test-dd-{short_uid()}",
+                outputFormat="foobar",  # Invalid format
+                deliveryDestinationConfiguration={
+                    "destinationResourceArn": f"arn:aws:s3:::{s3_bucket}"
+                },
+            )
+        snapshot.match("error-invalid-format", ctx.value.response)
+
+    @markers.aws.validated
+    def test_put_delivery_destination_update(
+        self, aws_client, snapshot, cleanups, s3_bucket, s3_create_bucket
+    ):
+        """Test updating a delivery destination."""
+        destination_name = f"test-dd-{short_uid()}"
+        second_bucket = s3_create_bucket()
+
+        snapshot.add_transformer(snapshot.transform.logs_api())
+        snapshot.add_transformer(snapshot.transform.regex(destination_name, "<destination-name>"))
+        snapshot.add_transformer(snapshot.transform.regex(second_bucket, "<second-bucket>"))
+
+        # Create initial destination
+        aws_client.logs.put_delivery_destination(
+            name=destination_name,
+            deliveryDestinationConfiguration={
+                "destinationResourceArn": f"arn:aws:s3:::{s3_bucket}"
+            },
+        )
+        cleanups.append(lambda: aws_client.logs.delete_delivery_destination(name=destination_name))
+
+        # Update destination resource
+        response = aws_client.logs.put_delivery_destination(
+            name=destination_name,
+            deliveryDestinationConfiguration={
+                "destinationResourceArn": f"arn:aws:s3:::{second_bucket}"
+            },
+        )
+        snapshot.match("put-delivery-destination-update", response)
+
+    @markers.aws.validated
+    def test_get_delivery_destination(self, aws_client, snapshot, cleanups, s3_bucket):
+        """Test getting a delivery destination."""
+
+        destination_name = f"test-dd-{short_uid()}"
+        snapshot.add_transformer(snapshot.transform.logs_api())
+        snapshot.add_transformer(snapshot.transform.regex(destination_name, "<destination-name>"))
+        snapshot.add_transformer(snapshot.transform.regex(s3_bucket, "<bucket>"))
+
+        aws_client.logs.put_delivery_destination(
+            name=destination_name,
+            deliveryDestinationConfiguration={
+                "destinationResourceArn": f"arn:aws:s3:::{s3_bucket}"
+            },
+        )
+        cleanups.append(lambda: aws_client.logs.delete_delivery_destination(name=destination_name))
+
+        response = aws_client.logs.get_delivery_destination(name=destination_name)
+        snapshot.match("get-delivery-destination", response)
+        assert response["deliveryDestination"]["name"] == destination_name
+
+    @markers.aws.validated
+    def test_get_delivery_destination_not_found(self, aws_client, snapshot):
+        """Test getting a non-existent delivery destination."""
+        with pytest.raises(Exception) as ctx:
+            aws_client.logs.get_delivery_destination(name="foobar")
+        snapshot.match("error-not-found", ctx.value.response)
+
+    @markers.aws.validated
+    def test_describe_delivery_destinations(self, aws_client, snapshot, cleanups, s3_bucket):
+        """Test describing delivery destinations."""
+        snapshot.add_transformer(snapshot.transform.logs_api())
+        snapshot.add_transformer(snapshot.transform.regex(s3_bucket, "<bucket>"))
+        destinations = []
+
+        for i in range(2):
+            destination_name = f"test-dd-{short_uid()}-{i}"
+            aws_client.logs.put_delivery_destination(
+                name=destination_name,
+                deliveryDestinationConfiguration={
+                    "destinationResourceArn": f"arn:aws:s3:::{s3_bucket}"
+                },
+            )
+            destinations.append(destination_name)
+            cleanups.append(
+                lambda dn=destination_name: aws_client.logs.delete_delivery_destination(name=dn)
+            )
+            snapshot.add_transformer(
+                snapshot.transform.regex(destination_name, f"<destination-{i}>")
+            )
+
+        response = aws_client.logs.describe_delivery_destinations()
+        descriptions = [
+            desc for desc in response["deliveryDestinations"] if desc["name"] in destinations
+        ]
+
+        snapshot.match("describe-delivery-destinations", descriptions)
+
+    @markers.aws.validated
+    def test_delete_delivery_destination(self, aws_client, snapshot, cleanups, s3_bucket):
+        """Test deleting a delivery destination."""
+        snapshot.add_transformer(snapshot.transform.logs_api())
+        destination_name = f"test-dd-{short_uid()}"
+
+        aws_client.logs.put_delivery_destination(
+            name=destination_name,
+            deliveryDestinationConfiguration={
+                "destinationResourceArn": f"arn:aws:s3:::{s3_bucket}"
+            },
+        )
+
+        # Delete destination
+        aws_client.logs.delete_delivery_destination(name=destination_name)
+
+        # Verify deletion
+        with pytest.raises(Exception) as ctx:
+            aws_client.logs.get_delivery_destination(name=destination_name)
+        snapshot.match("error-after-delete", ctx.value.response)
+
+    @markers.aws.validated
+    def test_delete_delivery_destination_not_found(self, aws_client, snapshot):
+        """Test deleting a non-existent delivery destination."""
+        with pytest.raises(Exception) as ctx:
+            aws_client.logs.delete_delivery_destination(name="foobar")
+        snapshot.match("error-not-found", ctx.value.response)
+
+
+class TestDeliveryDestinationPolicies:
+    """Tests for delivery destination policy operations."""
+
+    @markers.aws.validated
+    def test_put_delivery_destination_policy(
+        self, aws_client, account_id, s3_bucket, region_name, snapshot, cleanups
+    ):
+        """Test putting a policy on a delivery destination."""
+        destination_name = f"test-dd-{short_uid()}"
+        snapshot.add_transformer(snapshot.transform.logs_api())
+        snapshot.add_transformer(snapshot.transform.regex(s3_bucket, "<bucket>"))
+
+        aws_client.logs.put_delivery_destination(
+            name=destination_name,
+            deliveryDestinationConfiguration={
+                "destinationResourceArn": f"arn:aws:s3:::{s3_bucket}"
+            },
+        )
+        cleanups.append(lambda: aws_client.logs.delete_delivery_destination(name=destination_name))
+
+        policy = get_delivery_destination_policy(region_name, account_id)
+        response = aws_client.logs.put_delivery_destination_policy(
+            deliveryDestinationName=destination_name,
+            deliveryDestinationPolicy=policy,
+        )
+        snapshot.match("put-delivery-destination-policy", response)
+
+    @markers.aws.validated
+    def test_get_delivery_destination_policy(
+        self, aws_client, account_id, s3_bucket, region_name, snapshot, cleanups
+    ):
+        """Test getting a delivery destination policy."""
+        snapshot.add_transformer(snapshot.transform.logs_api())
+        destination_name = f"test-dd-{short_uid()}"
+
+        aws_client.logs.put_delivery_destination(
+            name=destination_name,
+            deliveryDestinationConfiguration={
+                "destinationResourceArn": f"arn:aws:s3:::{s3_bucket}"
+            },
+        )
+        cleanups.append(lambda: aws_client.logs.delete_delivery_destination(name=destination_name))
+
+        policy = get_delivery_destination_policy(region_name, account_id)
+        aws_client.logs.put_delivery_destination_policy(
+            deliveryDestinationName=destination_name,
+            deliveryDestinationPolicy=policy,
+        )
+
+        response = aws_client.logs.get_delivery_destination_policy(
+            deliveryDestinationName=destination_name
+        )
+        snapshot.match("get-delivery-destination-policy", response)
+
+    @markers.aws.validated
+    def test_delete_delivery_destination_policy(
+        self, aws_client, account_id, s3_bucket, region_name, snapshot, cleanups
+    ):
+        """Test deleting a delivery destination policy."""
+        snapshot.add_transformer(snapshot.transform.logs_api())
+        destination_name = f"test-dd-{short_uid()}"
+
+        aws_client.logs.put_delivery_destination(
+            name=destination_name,
+            deliveryDestinationConfiguration={
+                "destinationResourceArn": f"arn:aws:s3:::{s3_bucket}"
+            },
+        )
+        cleanups.append(lambda: aws_client.logs.delete_delivery_destination(name=destination_name))
+
+        policy = get_delivery_destination_policy(region_name, account_id)
+        aws_client.logs.put_delivery_destination_policy(
+            deliveryDestinationName=destination_name,
+            deliveryDestinationPolicy=policy,
+        )
+
+        # Delete policy
+        aws_client.logs.delete_delivery_destination_policy(deliveryDestinationName=destination_name)
+
+        # Verify deletion
+        response = aws_client.logs.get_delivery_destination_policy(
+            deliveryDestinationName=destination_name
+        )
+        assert response["policy"] == {}
+
+
+class TestDeliverySources:
+    """Tests for delivery source operations."""
+
+    @markers.aws.needs_fixing  # requires pro services
+    def test_put_delivery_source(self, aws_client, account_id, snapshot, cleanups):
+        """Test creating a delivery source."""
+        source_name = f"test-ds-{short_uid()}"
+        snapshot.add_transformer(snapshot.transform.logs_api())
+        snapshot.add_transformer(snapshot.transform.regex(source_name, "<source-name>"))
+
+        response = aws_client.logs.put_delivery_source(
+            name=source_name,
+            resourceArn=f"arn:aws:cloudfront::{account_id}:distribution/E1Q5F5862X9VJ5",
+            logType="ACCESS_LOGS",
+            tags={"key1": "value1"},
+        )
+        cleanups.append(lambda: aws_client.logs.delete_delivery_source(name=source_name))
+        snapshot.match("put-delivery-source", response)
+
+    @markers.aws.validated
+    def test_put_delivery_source_invalid_resource(self, aws_client, snapshot):
+        """Test creating a delivery source with invalid resource ARN."""
+        with pytest.raises(Exception) as ctx:
+            aws_client.logs.put_delivery_source(
+                name=f"test-ds-{short_uid()}",
+                resourceArn="arn:aws:s3:::test-s3-bucket",  # S3 cannot be a source
+                logType="ACCESS_LOGS",
+            )
+        snapshot.match("error-invalid-resource", ctx.value.response)
+
+    @markers.aws.needs_fixing  # requires pro services
+    def test_get_delivery_source(self, aws_client, snapshot, cleanups, account_id):
+        """Test getting a delivery source."""
+        source_name = f"test-ds-{short_uid()}"
+        snapshot.add_transformer(snapshot.transform.logs_api())
+        snapshot.add_transformer(snapshot.transform.regex(source_name, "<source-name>"))
+
+        aws_client.logs.put_delivery_source(
+            name=source_name,
+            resourceArn=f"arn:aws:cloudfront::{account_id}:distribution/E1Q5F5862X9VJ5",
+            logType="ACCESS_LOGS",
+        )
+        cleanups.append(lambda: aws_client.logs.delete_delivery_source(name=source_name))
+
+        response = aws_client.logs.get_delivery_source(name=source_name)
+        snapshot.match("get-delivery-source", response)
+
+    @markers.aws.validated
+    @markers.snapshot.skip_snapshot_verify(paths=["$..Error.Message"])
+    def test_get_delivery_source_not_found(self, aws_client, snapshot):
+        """Test getting a non-existent delivery source."""
+        with pytest.raises(Exception) as ctx:
+            aws_client.logs.get_delivery_source(name="foobar")
+        snapshot.match("error-not-found", ctx.value.response)
+
+    @markers.aws.needs_fixing  # requires pro services
+    def test_describe_delivery_sources(self, aws_client, snapshot, cleanups):
+        """Test describing delivery sources."""
+        snapshot.add_transformer(snapshot.transform.logs_api())
+        sources = []
+
+        for i in range(2):
+            source_name = f"test-ds-{short_uid()}-{i}"
+            aws_client.logs.put_delivery_source(
+                name=source_name,
+                resourceArn="arn:aws:cloudfront::123456789012:distribution/E19DL18TOXN9JU",
+                logType="ACCESS_LOGS",
+            )
+            sources.append(source_name)
+            snapshot.add_transformer(snapshot.transform.regex(source_name, f"<source-{i}>"))
+            cleanups.append(lambda sn=source_name: aws_client.logs.delete_delivery_source(name=sn))
+
+        response = aws_client.logs.describe_delivery_sources()
+        snapshot.match("describe-delivery-sources", response)
+        assert len(response["deliverySources"]) >= 2
+
+    @markers.aws.needs_fixing  # requires pro services
+    def test_delete_delivery_source(self, aws_client, snapshot, cleanups):
+        """Test deleting a delivery source."""
+        snapshot.add_transformer(snapshot.transform.logs_api())
+        source_name = f"test-ds-{short_uid()}"
+
+        aws_client.logs.put_delivery_source(
+            name=source_name,
+            resourceArn="arn:aws:cloudfront::123456789012:distribution/E1Q5F5862X9VJ5",
+            logType="ACCESS_LOGS",
+        )
+
+        # Delete source
+        aws_client.logs.delete_delivery_source(name=source_name)
+
+        # Verify deletion
+        with pytest.raises(Exception) as ctx:
+            aws_client.logs.get_delivery_source(name=source_name)
+        snapshot.match("error-after-delete", ctx.value.response)
+
+
+class TestDeliveries:
+    """Tests for delivery operations (linking sources to destinations)."""
+
+    @markers.aws.needs_fixing  # requires pro services
+    def test_create_delivery(
+        self, aws_client, account_id, s3_bucket, region_name, snapshot, cleanups
+    ):
+        """Test creating a delivery."""
+        source_name = f"test-ds-{short_uid()}"
+        destination_name = f"test-dd-{short_uid()}"
+
+        snapshot.add_transformer(snapshot.transform.logs_api())
+        snapshot.add_transformer(snapshot.transform.key_value("id"))
+        snapshot.add_transformer(snapshot.transform.regex(source_name, "<source>"))
+        snapshot.add_transformer(snapshot.transform.regex(destination_name, "<destination>"))
+
+        # Create source
+        aws_client.logs.put_delivery_source(
+            name=source_name,
+            resourceArn=f"arn:aws:cloudfront::{account_id}:distribution/E19DL18TOXN9JU",
+            logType="ACCESS_LOGS",
+        )
+        cleanups.append(lambda: aws_client.logs.delete_delivery_source(name=source_name))
+
+        # Create destination
+        aws_client.logs.put_delivery_destination(
+            name=destination_name,
+            deliveryDestinationConfiguration={
+                "destinationResourceArn": f"arn:aws:s3:::{s3_bucket}"
+            },
+        )
+        cleanups.append(lambda: aws_client.logs.delete_delivery_destination(name=destination_name))
+
+        # Create delivery
+        destination_arn = (
+            f"arn:aws:logs:{region_name}:{account_id}:delivery-destination:{destination_name}"
+        )
+        response = aws_client.logs.create_delivery(
+            deliverySourceName=source_name,
+            deliveryDestinationArn=destination_arn,
+            recordFields=["date"],
+            fieldDelimiter=",",
+            s3DeliveryConfiguration={
+                "suffixPath": f"AWSLogs/{account_id}/CloudFront/",
+                "enableHiveCompatiblePath": True,
+            },
+            tags={"key1": "value1"},
+        )
+        delivery_id = response["delivery"]["id"]
+        cleanups.append(lambda: aws_client.logs.delete_delivery(id=delivery_id))
+        snapshot.match("create-delivery", response)
+
+    @markers.aws.needs_fixing  # requires pro services
+    def test_get_delivery(self, aws_client, account_id, s3_bucket, region_name, snapshot, cleanups):
+        """Test getting a delivery."""
+        snapshot.add_transformer(snapshot.transform.logs_api())
+        source_name = f"test-ds-{short_uid()}"
+        destination_name = f"test-dd-{short_uid()}"
+
+        snapshot.add_transformer(snapshot.transform.key_value("id"))
+        snapshot.add_transformer(snapshot.transform.regex(source_name, "<source>"))
+        snapshot.add_transformer(snapshot.transform.regex(destination_name, "<destination>"))
+
+        # Create source and destination
+        aws_client.logs.put_delivery_source(
+            name=source_name,
+            resourceArn=f"arn:aws:cloudfront::{account_id}:distribution/E19DL18TOXN9JU",
+            logType="ACCESS_LOGS",
+        )
+        cleanups.append(lambda: aws_client.logs.delete_delivery_source(name=source_name))
+
+        aws_client.logs.put_delivery_destination(
+            name=destination_name,
+            deliveryDestinationConfiguration={
+                "destinationResourceArn": f"arn:aws:s3:::{s3_bucket}"
+            },
+        )
+        cleanups.append(lambda: aws_client.logs.delete_delivery_destination(name=destination_name))
+
+        # Create delivery
+        destination_arn = (
+            f"arn:aws:logs:{region_name}:{account_id}:delivery-destination:{destination_name}"
+        )
+        create_response = aws_client.logs.create_delivery(
+            deliverySourceName=source_name,
+            deliveryDestinationArn=destination_arn,
+        )
+        delivery_id = create_response["delivery"]["id"]
+        cleanups.append(lambda: aws_client.logs.delete_delivery(id=delivery_id))
+
+        # Get delivery
+        response = aws_client.logs.get_delivery(id=delivery_id)
+        snapshot.match("get-delivery", response)
+
+    @markers.aws.needs_fixing  # requires pro services
+    def test_describe_deliveries(
+        self, aws_client, account_id, s3_bucket, region_name, snapshot, cleanups
+    ):
+        """Test describing deliveries."""
+        source_name = f"test-ds-{short_uid()}"
+        destination_name = f"test-dd-{short_uid()}"
+        snapshot.add_transformer(snapshot.transform.logs_api())
+        snapshot.add_transformer(snapshot.transform.key_value("id"))
+        snapshot.add_transformer(snapshot.transform.regex(source_name, "<source>"))
+        snapshot.add_transformer(snapshot.transform.regex(destination_name, "<destination>"))
+
+        # Create source
+        aws_client.logs.put_delivery_source(
+            name=source_name,
+            resourceArn=f"arn:aws:cloudfront::{account_id}:distribution/E19DL18TOXN9JU",
+            logType="ACCESS_LOGS",
+        )
+        cleanups.append(lambda: aws_client.logs.delete_delivery_source(name=source_name))
+
+        # Create two destinations and deliveries
+        aws_client.logs.put_delivery_destination(
+            name=destination_name,
+            deliveryDestinationConfiguration={
+                "destinationResourceArn": f"arn:aws:s3:::{s3_bucket}"
+            },
+        )
+        cleanups.append(
+            lambda dn=destination_name: aws_client.logs.delete_delivery_destination(name=dn)
+        )
+
+        destination_arn = (
+            f"arn:aws:logs:{region_name}:{account_id}:delivery-destination:{destination_name}"
+        )
+        create_response = aws_client.logs.create_delivery(
+            deliverySourceName=source_name,
+            deliveryDestinationArn=destination_arn,
+        )
+        delivery_id = create_response["delivery"]["id"]
+        cleanups.append(lambda: aws_client.logs.delete_delivery(id=delivery_id))
+
+        response = aws_client.logs.describe_deliveries()
+        descriptions = [desc for desc in response["deliveries"] if desc["id"] == delivery_id]
+        snapshot.match("describe-deliveries", descriptions)
+
+    @markers.aws.needs_fixing  # requires pro services
+    def test_delete_delivery(
+        self, aws_client, account_id, s3_bucket, region_name, snapshot, cleanups
+    ):
+        """Test deleting a delivery."""
+        snapshot.add_transformer(snapshot.transform.logs_api())
+        source_name = f"test-ds-{short_uid()}"
+        destination_name = f"test-dd-{short_uid()}"
+
+        # Create source and destination
+        aws_client.logs.put_delivery_source(
+            name=source_name,
+            resourceArn=f"arn:aws:cloudfront::{account_id}:distribution/E19DL18TOXN9JU",
+            logType="ACCESS_LOGS",
+        )
+        cleanups.append(lambda: aws_client.logs.delete_delivery_source(name=source_name))
+
+        aws_client.logs.put_delivery_destination(
+            name=destination_name,
+            deliveryDestinationConfiguration={
+                "destinationResourceArn": f"arn:aws:s3:::{s3_bucket}"
+            },
+        )
+        cleanups.append(lambda: aws_client.logs.delete_delivery_destination(name=destination_name))
+
+        # Create delivery
+        destination_arn = (
+            f"arn:aws:logs:{region_name}:{account_id}:delivery-destination:{destination_name}"
+        )
+        create_response = aws_client.logs.create_delivery(
+            deliverySourceName=source_name,
+            deliveryDestinationArn=destination_arn,
+        )
+        delivery_id = create_response["delivery"]["id"]
+
+        # Delete delivery
+        aws_client.logs.delete_delivery(id=delivery_id)
+
+        # Verify deletion
+        with pytest.raises(Exception) as ctx:
+            aws_client.logs.get_delivery(id=delivery_id)
+        snapshot.match("error-after-delete", ctx.value.response)
diff --git a/tests/aws/services/logs/test_logs_delivery.snapshot.json b/tests/aws/services/logs/test_logs_delivery.snapshot.json
new file mode 100644
index 0000000000000..d32aff83be339
--- /dev/null
+++ b/tests/aws/services/logs/test_logs_delivery.snapshot.json
@@ -0,0 +1,482 @@
+{
+  "tests/aws/services/logs/test_logs_delivery.py::TestDeliveryDestinations::test_put_delivery_destination": {
+    "recorded-date": "04-02-2026, 18:41:17",
+    "recorded-content": {
+      "put-delivery-destination": {
+        "deliveryDestination": {
+          "arn": "arn:<partition>:logs:<region>:111111111111:delivery-destination:<destination-name>",
+          "deliveryDestinationConfiguration": {
+            "destinationResourceArn": "arn:<partition>:s3:::<bucket>"
+          },
+          "deliveryDestinationType": "S3",
+          "name": "<destination-name>",
+          "outputFormat": "json"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/logs/test_logs_delivery.py::TestDeliveryDestinations::test_put_delivery_destination_invalid_format": {
+    "recorded-date": "04-02-2026, 18:42:27",
+    "recorded-content": {
+      "error-invalid-format": {
+        "Error": {
+          "Code": "ValidationException",
+          "Message": "1 validation error detected: Value 'foobar' at 'outputFormat' failed to satisfy constraint: Member must satisfy enum value set: [w3c, raw, json, plain, parquet]"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/logs/test_logs_delivery.py::TestDeliveryDestinations::test_put_delivery_destination_update": {
+    "recorded-date": "04-02-2026, 18:45:52",
+    "recorded-content": {
+      "put-delivery-destination-update": {
+        "deliveryDestination": {
+          "arn": "arn:<partition>:logs:<region>:111111111111:delivery-destination:<destination-name>",
+          "deliveryDestinationConfiguration": {
+            "destinationResourceArn": "arn:<partition>:s3:::<second-bucket>"
+          },
+          "deliveryDestinationType": "S3",
+          "name": "<destination-name>"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/logs/test_logs_delivery.py::TestDeliveryDestinations::test_get_delivery_destination": {
+    "recorded-date": "04-02-2026, 18:47:50",
+    "recorded-content": {
+      "get-delivery-destination": {
+        "deliveryDestination": {
+          "arn": "arn:<partition>:logs:<region>:111111111111:delivery-destination:<destination-name>",
+          "deliveryDestinationConfiguration": {
+            "destinationResourceArn": "arn:<partition>:s3:::<bucket>"
+          },
+          "deliveryDestinationType": "S3",
+          "name": "<destination-name>"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/logs/test_logs_delivery.py::TestDeliveryDestinations::test_get_delivery_destination_not_found": {
+    "recorded-date": "04-02-2026, 18:48:32",
+    "recorded-content": {
+      "error-not-found": {
+        "Error": {
+          "Code": "ResourceNotFoundException",
+          "Message": "Requested Delivery Destination does not exist in this account."
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/logs/test_logs_delivery.py::TestDeliveryDestinations::test_describe_delivery_destinations": {
+    "recorded-date": "04-02-2026, 18:54:13",
+    "recorded-content": {
+      "describe-delivery-destinations": [
+        {
+          "name": "<destination-0>",
+          "arn": "arn:<partition>:logs:<region>:111111111111:delivery-destination:<destination-0>",
+          "deliveryDestinationType": "S3",
+          "deliveryDestinationConfiguration": {
+            "destinationResourceArn": "arn:<partition>:s3:::<bucket>"
+          }
+        },
+        {
+          "name": "<destination-1>",
+          "arn": "arn:<partition>:logs:<region>:111111111111:delivery-destination:<destination-1>",
+          "deliveryDestinationType": "S3",
+          "deliveryDestinationConfiguration": {
+            "destinationResourceArn": "arn:<partition>:s3:::<bucket>"
+          }
+        }
+      ]
+    }
+  },
+  "tests/aws/services/logs/test_logs_delivery.py::TestDeliveryDestinations::test_delete_delivery_destination": {
+    "recorded-date": "04-02-2026, 18:57:39",
+    "recorded-content": {
+      "error-after-delete": {
+        "Error": {
+          "Code": "ResourceNotFoundException",
+          "Message": "Requested Delivery Destination does not exist in this account."
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/logs/test_logs_delivery.py::TestDeliveryDestinations::test_delete_delivery_destination_not_found": {
+    "recorded-date": "04-02-2026, 18:58:37",
+    "recorded-content": {
+      "error-not-found": {
+        "Error": {
+          "Code": "ResourceNotFoundException",
+          "Message": "Requested Delivery Destination does not exist in this account."
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/logs/test_logs_delivery.py::TestDeliveryDestinationPolicies::test_put_delivery_destination_policy": {
+    "recorded-date": "04-02-2026, 19:02:04",
+    "recorded-content": {
+      "put-delivery-destination-policy": {
+        "policy": {
+          "deliveryDestinationPolicy": {
+            "Version": "2012-10-17",
+            "Statement": [
+              {
+                "Sid": "AllowLogDeliveryActions",
+                "Effect": "Allow",
+                "Principal": {
+                  "AWS": "arn:<partition>:iam::111111111111:root"
+                },
+                "Action": "logs:CreateDelivery",
+                "Resource": [
+                  "arn:<partition>:logs:<region>:111111111111:delivery-source:*",
+                  "arn:<partition>:logs:<region>:111111111111:delivery:*",
+                  "arn:<partition>:logs:<region>:111111111111:delivery-destination:*"
+                ]
+              }
+            ]
+          }
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/logs/test_logs_delivery.py::TestDeliveryDestinationPolicies::test_get_delivery_destination_policy": {
+    "recorded-date": "04-02-2026, 19:03:14",
+    "recorded-content": {
+      "get-delivery-destination-policy": {
+        "policy": {
+          "deliveryDestinationPolicy": {
+            "Version": "2012-10-17",
+            "Statement": [
+              {
+                "Sid": "AllowLogDeliveryActions",
+                "Effect": "Allow",
+                "Principal": {
+                  "AWS": "arn:<partition>:iam::111111111111:root"
+                },
+                "Action": "logs:CreateDelivery",
+                "Resource": [
+                  "arn:<partition>:logs:<region>:111111111111:delivery-source:*",
+                  "arn:<partition>:logs:<region>:111111111111:delivery:*",
+                  "arn:<partition>:logs:<region>:111111111111:delivery-destination:*"
+                ]
+              }
+            ]
+          }
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/logs/test_logs_delivery.py::TestDeliveryDestinationPolicies::test_delete_delivery_destination_policy": {
+    "recorded-date": "04-02-2026, 19:09:00",
+    "recorded-content": {}
+  },
+  "tests/aws/services/logs/test_logs_delivery.py::TestDeliverySources::test_put_delivery_source": {
+    "recorded-date": "04-02-2026, 19:21:24",
+    "recorded-content": {
+      "put-delivery-source": {
+        "deliverySource": {
+          "arn": "arn:<partition>:logs:<region>:111111111111:delivery-source:<source-name>",
+          "logType": "ACCESS_LOGS",
+          "name": "<source-name>",
+          "resourceArns": [
+            "arn:<partition>:cloudfront::111111111111:distribution/E1Q5F5862X9VJ5"
+          ],
+          "service": "cloudfront",
+          "tags": {
+            "key1": "value1"
+          }
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/logs/test_logs_delivery.py::TestDeliverySources::test_put_delivery_source_invalid_resource": {
+    "recorded-date": "04-02-2026, 19:22:17",
+    "recorded-content": {
+      "error-invalid-resource": {
+        "Error": {
+          "Code": "ResourceNotFoundException",
+          "Message": "Cannot access provided service."
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/logs/test_logs_delivery.py::TestDeliverySources::test_get_delivery_source": {
+    "recorded-date": "04-02-2026, 19:28:05",
+    "recorded-content": {
+      "get-delivery-source": {
+        "deliverySource": {
+          "arn": "arn:<partition>:logs:<region>:111111111111:delivery-source:<source-name>",
+          "logType": "ACCESS_LOGS",
+          "name": "<source-name>",
+          "resourceArns": [
+            "arn:<partition>:cloudfront::111111111111:distribution/E1Q5F5862X9VJ5"
+          ],
+          "service": "cloudfront"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/logs/test_logs_delivery.py::TestDeliverySources::test_get_delivery_source_not_found": {
+    "recorded-date": "04-02-2026, 19:28:39",
+    "recorded-content": {
+      "error-not-found": {
+        "Error": {
+          "Code": "ResourceNotFoundException",
+          "Message": "Requested Delivery Source does not exist in this account."
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/logs/test_logs_delivery.py::TestDeliverySources::test_describe_delivery_sources": {
+    "recorded-date": "04-02-2026, 19:32:38",
+    "recorded-content": {
+      "describe-delivery-sources": {
+        "deliverySources": [
+          {
+            "arn": "arn:<partition>:logs:<region>:111111111111:delivery-source:<source-0>",
+            "logType": "ACCESS_LOGS",
+            "name": "<source-0>",
+            "resourceArns": [
+              "arn:<partition>:cloudfront::123456789012:distribution/E19DL18TOXN9JU"
+            ],
+            "service": "cloudfront"
+          },
+          {
+            "arn": "arn:<partition>:logs:<region>:111111111111:delivery-source:<source-1>",
+            "logType": "ACCESS_LOGS",
+            "name": "<source-1>",
+            "resourceArns": [
+              "arn:<partition>:cloudfront::123456789012:distribution/E19DL18TOXN9JU"
+            ],
+            "service": "cloudfront"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/logs/test_logs_delivery.py::TestDeliverySources::test_delete_delivery_source": {
+    "recorded-date": "04-02-2026, 19:33:56",
+    "recorded-content": {
+      "error-after-delete": {
+        "Error": {
+          "Code": "ResourceNotFoundException",
+          "Message": "Requested Delivery Source does not exist in this account.."
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/logs/test_logs_delivery.py::TestDeliveries::test_create_delivery": {
+    "recorded-date": "04-02-2026, 19:50:15",
+    "recorded-content": {
+      "create-delivery": {
+        "delivery": {
+          "arn": "arn:<partition>:logs:<region>:111111111111:delivery:<id:1>",
+          "deliveryDestinationArn": "arn:<partition>:logs:<region>:111111111111:delivery-destination:<destination>",
+          "deliveryDestinationType": "S3",
+          "deliverySourceName": "<source>",
+          "fieldDelimiter": ",",
+          "id": "<id:1>",
+          "recordFields": [
+            "date"
+          ],
+          "s3DeliveryConfiguration": {
+            "enableHiveCompatiblePath": true,
+            "suffixPath": "AWSLogs/111111111111/CloudFront/"
+          },
+          "tags": {
+            "key1": "value1"
+          }
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/logs/test_logs_delivery.py::TestDeliveries::test_get_delivery": {
+    "recorded-date": "04-02-2026, 19:51:24",
+    "recorded-content": {
+      "get-delivery": {
+        "delivery": {
+          "arn": "arn:<partition>:logs:<region>:111111111111:delivery:<id:1>",
+          "deliveryDestinationArn": "arn:<partition>:logs:<region>:111111111111:delivery-destination:<destination>",
+          "deliveryDestinationType": "S3",
+          "deliverySourceName": "<source>",
+          "id": "<id:1>",
+          "recordFields": [
+            "date",
+            "time",
+            "x-edge-location",
+            "sc-bytes",
+            "c-ip",
+            "cs-method",
+            "cs(Host)",
+            "cs-uri-stem",
+            "sc-status",
+            "cs(Referer)",
+            "cs(User-Agent)",
+            "cs-uri-query",
+            "cs(Cookie)",
+            "x-edge-result-type",
+            "x-edge-request-id",
+            "x-host-header",
+            "cs-protocol",
+            "cs-bytes",
+            "time-taken",
+            "x-forwarded-for",
+            "ssl-protocol",
+            "ssl-cipher",
+            "x-edge-response-result-type",
+            "cs-protocol-version",
+            "fle-status",
+            "fle-encrypted-fields",
+            "c-port",
+            "time-to-first-byte",
+            "x-edge-detailed-result-type",
+            "sc-content-type",
+            "sc-content-len",
+            "sc-range-start",
+            "sc-range-end"
+          ],
+          "s3DeliveryConfiguration": {
+            "enableHiveCompatiblePath": false,
+            "suffixPath": "AWSLogs/{account-id}/CloudFront/"
+          }
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/logs/test_logs_delivery.py::TestDeliveries::test_describe_deliveries": {
+    "recorded-date": "04-02-2026, 20:05:35",
+    "recorded-content": {
+      "describe-deliveries": [
+        {
+          "id": "<id:1>",
+          "arn": "arn:<partition>:logs:<region>:111111111111:delivery:<id:1>",
+          "deliverySourceName": "<source>",
+          "deliveryDestinationArn": "arn:<partition>:logs:<region>:111111111111:delivery-destination:<destination>",
+          "deliveryDestinationType": "S3",
+          "recordFields": [
+            "date",
+            "time",
+            "x-edge-location",
+            "sc-bytes",
+            "c-ip",
+            "cs-method",
+            "cs(Host)",
+            "cs-uri-stem",
+            "sc-status",
+            "cs(Referer)",
+            "cs(User-Agent)",
+            "cs-uri-query",
+            "cs(Cookie)",
+            "x-edge-result-type",
+            "x-edge-request-id",
+            "x-host-header",
+            "cs-protocol",
+            "cs-bytes",
+            "time-taken",
+            "x-forwarded-for",
+            "ssl-protocol",
+            "ssl-cipher",
+            "x-edge-response-result-type",
+            "cs-protocol-version",
+            "fle-status",
+            "fle-encrypted-fields",
+            "c-port",
+            "time-to-first-byte",
+            "x-edge-detailed-result-type",
+            "sc-content-type",
+            "sc-content-len",
+            "sc-range-start",
+            "sc-range-end"
+          ],
+          "s3DeliveryConfiguration": {
+            "suffixPath": "AWSLogs/{account-id}/CloudFront/",
+            "enableHiveCompatiblePath": false
+          }
+        }
+      ]
+    }
+  },
+  "tests/aws/services/logs/test_logs_delivery.py::TestDeliveries::test_delete_delivery": {
+    "recorded-date": "04-02-2026, 20:06:50",
+    "recorded-content": {
+      "error-after-delete": {
+        "Error": {
+          "Code": "ResourceNotFoundException",
+          "Message": "Requested Delivery does not exist in this account."
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  }
+}
diff --git a/tests/aws/services/logs/test_logs_delivery.validation.json b/tests/aws/services/logs/test_logs_delivery.validation.json
new file mode 100644
index 0000000000000..4087640cdd050
--- /dev/null
+++ b/tests/aws/services/logs/test_logs_delivery.validation.json
@@ -0,0 +1,119 @@
+{
+  "tests/aws/services/logs/test_logs_delivery.py::TestDeliveryDestinationPolicies::test_delete_delivery_destination_policy": {
+    "last_validated_date": "2026-02-04T19:09:01+00:00",
+    "durations_in_seconds": {
+      "setup": 0.82,
+      "call": 0.9,
+      "teardown": 0.57,
+      "total": 2.29
+    }
+  },
+  "tests/aws/services/logs/test_logs_delivery.py::TestDeliveryDestinationPolicies::test_get_delivery_destination_policy": {
+    "last_validated_date": "2026-02-04T19:03:14+00:00",
+    "durations_in_seconds": {
+      "setup": 0.95,
+      "call": 0.73,
+      "teardown": 0.68,
+      "total": 2.36
+    }
+  },
+  "tests/aws/services/logs/test_logs_delivery.py::TestDeliveryDestinationPolicies::test_put_delivery_destination_policy": {
+    "last_validated_date": "2026-02-04T19:02:04+00:00",
+    "durations_in_seconds": {
+      "setup": 0.88,
+      "call": 0.62,
+      "teardown": 0.74,
+      "total": 2.24
+    }
+  },
+  "tests/aws/services/logs/test_logs_delivery.py::TestDeliveryDestinations::test_delete_delivery_destination": {
+    "last_validated_date": "2026-02-04T18:57:39+00:00",
+    "durations_in_seconds": {
+      "setup": 0.89,
+      "call": 0.78,
+      "teardown": 0.49,
+      "total": 2.16
+    }
+  },
+  "tests/aws/services/logs/test_logs_delivery.py::TestDeliveryDestinations::test_delete_delivery_destination_not_found": {
+    "last_validated_date": "2026-02-04T18:58:37+00:00",
+    "durations_in_seconds": {
+      "setup": 0.37,
+      "call": 0.44,
+      "teardown": 0.0,
+      "total": 0.81
+    }
+  },
+  "tests/aws/services/logs/test_logs_delivery.py::TestDeliveryDestinations::test_describe_delivery_destinations": {
+    "last_validated_date": "2026-02-04T18:54:13+00:00",
+    "durations_in_seconds": {
+      "setup": 0.85,
+      "call": 0.82,
+      "teardown": 0.82,
+      "total": 2.49
+    }
+  },
+  "tests/aws/services/logs/test_logs_delivery.py::TestDeliveryDestinations::test_get_delivery_destination": {
+    "last_validated_date": "2026-02-04T18:47:50+00:00",
+    "durations_in_seconds": {
+      "setup": 0.87,
+      "call": 0.64,
+      "teardown": 0.67,
+      "total": 2.18
+    }
+  },
+  "tests/aws/services/logs/test_logs_delivery.py::TestDeliveryDestinations::test_get_delivery_destination_not_found": {
+    "last_validated_date": "2026-02-04T18:48:32+00:00",
+    "durations_in_seconds": {
+      "setup": 0.36,
+      "call": 0.42,
+      "teardown": 0.0,
+      "total": 0.78
+    }
+  },
+  "tests/aws/services/logs/test_logs_delivery.py::TestDeliveryDestinations::test_put_delivery_destination": {
+    "last_validated_date": "2026-02-04T18:41:17+00:00",
+    "durations_in_seconds": {
+      "setup": 0.88,
+      "call": 0.49,
+      "teardown": 0.69,
+      "total": 2.06
+    }
+  },
+  "tests/aws/services/logs/test_logs_delivery.py::TestDeliveryDestinations::test_put_delivery_destination_invalid_format": {
+    "last_validated_date": "2026-02-04T18:42:27+00:00",
+    "durations_in_seconds": {
+      "setup": 0.94,
+      "call": 0.39,
+      "teardown": 0.52,
+      "total": 1.85
+    }
+  },
+  "tests/aws/services/logs/test_logs_delivery.py::TestDeliveryDestinations::test_put_delivery_destination_update": {
+    "last_validated_date": "2026-02-04T18:45:52+00:00",
+    "durations_in_seconds": {
+      "setup": 0.87,
+      "call": 1.09,
+      "teardown": 1.18,
+      "total": 3.14
+    }
+  },
+  "tests/aws/services/logs/test_logs_delivery.py::TestDeliverySources::test_get_delivery_source_not_found": {
+    "last_validated_date": "2026-02-04T19:28:51+00:00",
+    "durations_in_seconds": {
+      "setup": 0.37,
+      "call": 0.43,
+      "teardown": 0.0,
+      "total": 0.8
+    }
+  },
+  "tests/aws/services/logs/test_logs_delivery.py::TestDeliverySources::test_put_delivery_source_invalid_resource": {
+    "last_validated_date": "2026-02-04T19:22:17+00:00",
+    "durations_in_seconds": {
+      "setup": 0.39,
+      "call": 0.43,
+      "teardown": 0.0,
+      "total": 0.82
+    }
+  }
+}
diff --git a/tests/aws/services/logs/test_logs_destinations.py b/tests/aws/services/logs/test_logs_destinations.py
new file mode 100644
index 0000000000000..7bb5560bc585d
--- /dev/null
+++ b/tests/aws/services/logs/test_logs_destinations.py
@@ -0,0 +1,313 @@
+"""Tests for CloudWatch Logs - Destination operations (cross-account log delivery)."""
+
+import json
+
+import pytest
+
+from localstack.testing.aws.util import is_aws_cloud
+from localstack.testing.pytest import markers
+from localstack.utils.common import short_uid
+from localstack.utils.sync import retry
+
+ACCESS_POLICY_DOC = json.dumps(
+    {
+        "Version": "2012-10-17",
+        "Statement": [
+            {
+                "Effect": "Allow",
+                "Principal": {"AWS": "logs.us-east-1.amazonaws.com"},
+                "Action": "logs:PutSubscriptionFilter",
+                "Resource": "destination_arn",
+            }
+        ],
+    }
+)
+
+
+@pytest.fixture
+def kinesis_stream_arn(aws_client, kinesis_create_stream, wait_for_stream_ready) -> str:
+    stream_name = kinesis_create_stream()
+    wait_for_stream_ready(stream_name)
+    return aws_client.kinesis.describe_stream(StreamName=stream_name)["StreamDescription"][
+        "StreamARN"
+    ]
+
+
+@pytest.fixture
+def destination_role(aws_client, create_iam_role_with_policy, kinesis_stream_arn):
+    role = create_iam_role_with_policy(
+        RoleName=f"role-logs-{short_uid()}",
+        PolicyName=f"policy-logs-{short_uid()}",
+        RoleDefinition={
+            "Version": "2012-10-17",
+            "Statement": [
+                {
+                    "Effect": "Allow",
+                    "Principal": {"Service": "logs.amazonaws.com"},
+                    "Action": "sts:AssumeRole",
+                }
+            ],
+        },
+        PolicyDefinition={
+            "Version": "2012-10-17",
+            "Statement": [
+                {"Effect": "Allow", "Action": "kinesis:*", "Resource": kinesis_stream_arn}
+            ],
+        },
+    )
+
+    if is_aws_cloud():
+        # This operation is to confirm role propagation withing AWS
+        def _assume_role():
+            try:
+                aws_client.sts.assume_role(
+                    RoleArn=role,
+                    RoleSessionName="check",
+                )
+                return True
+            except Exception:
+                # AccessDenied means role exists but we can't assume it (expected for service roles)
+                # Other errors might mean role not propagated yet
+                return False
+
+        retry(_assume_role, sleep_before=1, sleep=2, retries=10)
+    return role
+
+
+def _retry_put_destination(aws_client, **kwargs):
+    def put_destination():
+        resp = aws_client.logs.put_destination(
+            destinationName=kwargs["destinationName"],
+            targetArn=kwargs["targetArn"],
+            roleArn=kwargs["roleArn"],
+            tags=kwargs.get("tags", {"tag": "test"}),
+        )
+        return resp
+
+    return retry(put_destination, retries=5, sleep=3 if is_aws_cloud() else 1)
+
+
+class TestDestinations:
+    """Tests for destination operations."""
+
+    @markers.aws.validated
+    def test_put_destination(
+        self, aws_client, snapshot, cleanups, kinesis_stream_arn, destination_role
+    ):
+        """Test creating a destination."""
+        destination_name = f"test-destination-{short_uid()}"
+        role_arn = destination_role
+        target_arn = kinesis_stream_arn
+
+        snapshot.add_transformer(snapshot.transform.logs_api())
+        snapshot.add_transformer(snapshot.transform.regex(destination_name, "<destination>"))
+        snapshot.add_transformer(snapshot.transform.regex(role_arn.split("/")[-1], "<role-name>"))
+        snapshot.add_transformer(
+            snapshot.transform.regex(target_arn.split("/")[-1], "<stream-name>")
+        )
+
+        response = _retry_put_destination(
+            aws_client,
+            destinationName=destination_name,
+            targetArn=target_arn,
+            roleArn=role_arn,
+            tags={"Name": destination_name},
+        )
+        cleanups.append(
+            lambda: aws_client.logs.delete_destination(destinationName=destination_name)
+        )
+
+        # IAM Role takes time to propagate in AWS causing a client error
+        snapshot.match("put-destination", response)
+
+    @markers.aws.validated
+    def test_describe_destinations_empty(self, aws_client, snapshot):
+        """Test describing destinations when none exist with a given prefix."""
+        response = aws_client.logs.describe_destinations(
+            DestinationNamePrefix=f"non-existent-{short_uid()}"
+        )
+        snapshot.match("describe-destinations-empty", response)
+
+    @markers.aws.validated
+    def test_describe_destinations_with_prefix(
+        self, aws_client, snapshot, destination_role, kinesis_stream_arn, cleanups
+    ):
+        """Test describing destinations with prefix filter."""
+        prefix = f"test-dest-{short_uid()}"
+        role_arn = destination_role
+        target_arn = kinesis_stream_arn
+
+        snapshot.add_transformer(snapshot.transform.logs_api())
+        snapshot.add_transformer(snapshot.transform.regex(prefix, "<destination>"))
+        snapshot.add_transformer(snapshot.transform.regex(role_arn.split("/")[-1], "<role-name>"))
+        snapshot.add_transformer(
+            snapshot.transform.regex(target_arn.split("/")[-1], "<stream-name>")
+        )
+
+        _retry_put_destination(
+            aws_client,
+            destinationName=prefix,
+            targetArn=target_arn,
+            roleArn=role_arn,
+            tags={"Name": prefix},
+        )
+        cleanups.append(lambda: aws_client.logs.delete_destination(destinationName=prefix))
+
+        response = aws_client.logs.describe_destinations(DestinationNamePrefix=prefix)
+        snapshot.match("describe-destinations", response)
+
+    @markers.aws.validated
+    def test_update_destination(
+        self, aws_client, snapshot, destination_role, kinesis_stream_arn, cleanups
+    ):
+        """Test updating a destination's target and role ARNs."""
+        destination_name = f"test-destination-{short_uid()}"
+        snapshot.add_transformer(snapshot.transform.logs_api())
+        snapshot.add_transformer(snapshot.transform.regex(destination_name, "<destination>"))
+        snapshot.add_transformer(
+            snapshot.transform.regex(destination_role.split("/")[-1], "<role-name>")
+        )
+        snapshot.add_transformer(
+            snapshot.transform.regex(kinesis_stream_arn.split("/")[-1], "<stream-name>")
+        )
+
+        _retry_put_destination(
+            aws_client,
+            destinationName=destination_name,
+            roleArn=destination_role,
+            targetArn=kinesis_stream_arn,
+        )
+        cleanups.append(
+            lambda: aws_client.logs.delete_destination(destinationName=destination_name)
+        )
+
+        response = aws_client.logs.describe_destinations(DestinationNamePrefix=destination_name)
+        snapshot.match("original-description", response)
+
+        # Update destination
+        _retry_put_destination(
+            aws_client,
+            destinationName=destination_name,
+            roleArn=destination_role,
+            targetArn=kinesis_stream_arn,
+            tags={"tag1": "value1"},
+        )
+
+        # Verify update
+        response = aws_client.logs.describe_destinations(DestinationNamePrefix=destination_name)
+        snapshot.match("updated-description", response)
+
+    @markers.aws.validated
+    def test_put_destination_policy(
+        self, aws_client, snapshot, destination_role, kinesis_stream_arn, cleanups
+    ):
+        """Test setting an access policy on a destination."""
+        destination_name = f"test-destination-{short_uid()}"
+        snapshot.add_transformer(snapshot.transform.logs_api())
+        snapshot.add_transformer(snapshot.transform.regex(destination_name, "<destination>"))
+        snapshot.add_transformer(
+            snapshot.transform.regex(destination_role.split("/")[-1], "<role-name>")
+        )
+        snapshot.add_transformer(
+            snapshot.transform.regex(kinesis_stream_arn.split("/")[-1], "<stream-name>")
+        )
+
+        _retry_put_destination(
+            aws_client,
+            destinationName=destination_name,
+            targetArn=kinesis_stream_arn,
+            roleArn=destination_role,
+        )
+        cleanups.append(
+            lambda: aws_client.logs.delete_destination(destinationName=destination_name)
+        )
+
+        # Put access policy
+        policy = ACCESS_POLICY_DOC.replace("destination_arn", kinesis_stream_arn)
+
+        response = aws_client.logs.put_destination_policy(
+            destinationName=destination_name, accessPolicy=policy
+        )
+        snapshot.match("put-destination-policy", response)
+
+        # Verify policy is set
+        response = aws_client.logs.describe_destinations(DestinationNamePrefix=destination_name)
+        snapshot.match("destination-with-policy", response)
+
+    @markers.aws.validated
+    def test_delete_destination(
+        self, aws_client, destination_role, kinesis_stream_arn, snapshot, cleanups
+    ):
+        """Test deleting a destination."""
+        destination_name = f"test-dest-{short_uid()}"
+        snapshot.add_transformer(snapshot.transform.logs_api())
+        snapshot.add_transformer(snapshot.transform.regex(destination_name, "<destination>"))
+        snapshot.add_transformer(
+            snapshot.transform.regex(destination_role.split("/")[-1], "<role-name>")
+        )
+        snapshot.add_transformer(
+            snapshot.transform.regex(kinesis_stream_arn.split("/")[-1], "<stream-name>")
+        )
+
+        _retry_put_destination(
+            aws_client,
+            destinationName=destination_name,
+            targetArn=kinesis_stream_arn,
+            roleArn=destination_role,
+        )
+
+        # Delete destination
+        response = aws_client.logs.delete_destination(destinationName=destination_name)
+        snapshot.match("delete-destination", response)
+
+        # Verify deletion
+        response = aws_client.logs.describe_destinations(DestinationNamePrefix=destination_name)
+        snapshot.match("no-destination-found", response)
+
+
+class TestDestinationsTags:
+    """Tests for destination tagging operations."""
+
+    @markers.aws.validated
+    @pytest.mark.skip(reason="TODO list tags returns empty")
+    def test_destination_tags(
+        self, aws_client, snapshot, cleanups, destination_role, kinesis_stream_arn
+    ):
+        """Test tagging operations on destinations."""
+        destination_name = f"test-destination-{short_uid()}"
+        snapshot.add_transformer(snapshot.transform.logs_api())
+        snapshot.add_transformer(snapshot.transform.regex(destination_name, "<destination>"))
+        snapshot.add_transformer(
+            snapshot.transform.regex(destination_role.split("/")[-1], "<role-name>")
+        )
+        snapshot.add_transformer(
+            snapshot.transform.regex(kinesis_stream_arn.split("/")[-1], "<stream-name>")
+        )
+
+        # Create destination with initial tag
+        response = _retry_put_destination(
+            aws_client,
+            destinationName=destination_name,
+            targetArn=kinesis_stream_arn,
+            roleArn=destination_role,
+            tags={"key1": "val1"},
+        )
+        destination_arn = response["destination"]["arn"]
+        cleanups.append(
+            lambda: aws_client.logs.delete_destination(destinationName=destination_name)
+        )
+
+        # Add more tags
+        aws_client.logs.tag_resource(resourceArn=destination_arn, tags={"key2": "val2"})
+
+        # List tags
+        response = aws_client.logs.list_tags_for_resource(resourceArn=destination_arn)
+        snapshot.match("list-tags-after-add", response)
+        assert response["tags"] == {"key1": "val1", "key2": "val2"}
+
+        # Remove a tag
+        aws_client.logs.untag_resource(resourceArn=destination_arn, tagKeys=["key2"])
+
+        response = aws_client.logs.list_tags_for_resource(resourceArn=destination_arn)
+        snapshot.match("list-tags-after-remove", response)
+        assert response["tags"] == {"key1": "val1"}
diff --git a/tests/aws/services/logs/test_logs_destinations.snapshot.json b/tests/aws/services/logs/test_logs_destinations.snapshot.json
new file mode 100644
index 0000000000000..6bbd101eb8bf8
--- /dev/null
+++ b/tests/aws/services/logs/test_logs_destinations.snapshot.json
@@ -0,0 +1,168 @@
+{
+  "tests/aws/services/logs/test_logs_destinations.py::TestDestinations::test_put_destination": {
+    "recorded-date": "05-02-2026, 15:14:39",
+    "recorded-content": {
+      "put-destination": {
+        "destination": {
+          "arn": "arn:<partition>:logs:<region>:111111111111:destination:<destination>",
+          "creationTime": "timestamp",
+          "destinationName": "<destination>",
+          "roleArn": "arn:<partition>:iam::111111111111:role/<role-name>",
+          "targetArn": "arn:<partition>:kinesis:<region>:111111111111:stream/<stream-name>"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/logs/test_logs_destinations.py::TestDestinations::test_describe_destinations_empty": {
+    "recorded-date": "04-02-2026, 21:49:47",
+    "recorded-content": {
+      "describe-destinations-empty": {
+        "destinations": [],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/logs/test_logs_destinations.py::TestDestinations::test_describe_destinations_with_prefix": {
+    "recorded-date": "05-02-2026, 15:15:49",
+    "recorded-content": {
+      "describe-destinations": {
+        "destinations": [
+          {
+            "arn": "arn:<partition>:logs:<region>:111111111111:destination:<destination>",
+            "creationTime": "timestamp",
+            "destinationName": "<destination>",
+            "roleArn": "arn:<partition>:iam::111111111111:role/<role-name>",
+            "targetArn": "arn:<partition>:kinesis:<region>:111111111111:stream/<stream-name>"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/logs/test_logs_destinations.py::TestDestinations::test_update_destination": {
+    "recorded-date": "05-02-2026, 15:16:48",
+    "recorded-content": {
+      "original-description": {
+        "destinations": [
+          {
+            "arn": "arn:<partition>:logs:<region>:111111111111:destination:<destination>",
+            "creationTime": "timestamp",
+            "destinationName": "<destination>",
+            "roleArn": "arn:<partition>:iam::111111111111:role/<role-name>",
+            "targetArn": "arn:<partition>:kinesis:<region>:111111111111:stream/<stream-name>"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "updated-description": {
+        "destinations": [
+          {
+            "arn": "arn:<partition>:logs:<region>:111111111111:destination:<destination>",
+            "creationTime": "timestamp",
+            "destinationName": "<destination>",
+            "roleArn": "arn:<partition>:iam::111111111111:role/<role-name>",
+            "targetArn": "arn:<partition>:kinesis:<region>:111111111111:stream/<stream-name>"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/logs/test_logs_destinations.py::TestDestinations::test_put_destination_policy": {
+    "recorded-date": "05-02-2026, 15:23:25",
+    "recorded-content": {
+      "put-destination-policy": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "destination-with-policy": {
+        "destinations": [
+          {
+            "accessPolicy": {
+              "Version": "2012-10-17",
+              "Statement": [
+                {
+                  "Effect": "Allow",
+                  "Principal": {
+                    "AWS": "logs.<region>.amazonaws.com"
+                  },
+                  "Action": "logs:PutSubscriptionFilter",
+                  "Resource": "arn:<partition>:kinesis:<region>:111111111111:stream/<stream-name>"
+                }
+              ]
+            },
+            "arn": "arn:<partition>:logs:<region>:111111111111:destination:<destination>",
+            "creationTime": "timestamp",
+            "destinationName": "<destination>",
+            "roleArn": "arn:<partition>:iam::111111111111:role/<role-name>",
+            "targetArn": "arn:<partition>:kinesis:<region>:111111111111:stream/<stream-name>"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/logs/test_logs_destinations.py::TestDestinations::test_delete_destination": {
+    "recorded-date": "05-02-2026, 15:41:43",
+    "recorded-content": {
+      "delete-destination": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "no-destination-found": {
+        "destinations": [],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/logs/test_logs_destinations.py::TestDestinationsTags::test_destination_tags": {
+    "recorded-date": "05-02-2026, 15:45:33",
+    "recorded-content": {
+      "list-tags-after-add": {
+        "tags": {
+          "key1": "val1",
+          "key2": "val2"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "list-tags-after-remove": {
+        "tags": {
+          "key1": "val1"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  }
+}
diff --git a/tests/aws/services/logs/test_logs_destinations.validation.json b/tests/aws/services/logs/test_logs_destinations.validation.json
new file mode 100644
index 0000000000000..a7804542bd872
--- /dev/null
+++ b/tests/aws/services/logs/test_logs_destinations.validation.json
@@ -0,0 +1,65 @@
+{
+  "tests/aws/services/logs/test_logs_destinations.py::TestDestinations::test_delete_destination": {
+    "last_validated_date": "2026-02-05T15:41:43+00:00",
+    "durations_in_seconds": {
+      "setup": 7.86,
+      "call": 10.18,
+      "teardown": 0.68,
+      "total": 18.72
+    }
+  },
+  "tests/aws/services/logs/test_logs_destinations.py::TestDestinations::test_describe_destinations_empty": {
+    "last_validated_date": "2026-02-04T21:49:47+00:00",
+    "durations_in_seconds": {
+      "setup": 0.38,
+      "call": 0.38,
+      "teardown": 0.0,
+      "total": 0.76
+    }
+  },
+  "tests/aws/services/logs/test_logs_destinations.py::TestDestinations::test_describe_destinations_with_prefix": {
+    "last_validated_date": "2026-02-05T15:15:49+00:00",
+    "durations_in_seconds": {
+      "setup": 6.65,
+      "call": 10.14,
+      "teardown": 0.81,
+      "total": 17.6
+    }
+  },
+  "tests/aws/services/logs/test_logs_destinations.py::TestDestinations::test_put_destination": {
+    "last_validated_date": "2026-02-05T15:14:39+00:00",
+    "durations_in_seconds": {
+      "setup": 7.3,
+      "call": 6.85,
+      "teardown": 0.83,
+      "total": 14.98
+    }
+  },
+  "tests/aws/services/logs/test_logs_destinations.py::TestDestinations::test_put_destination_policy": {
+    "last_validated_date": "2026-02-05T15:23:25+00:00",
+    "durations_in_seconds": {
+      "setup": 6.18,
+      "call": 10.12,
+      "teardown": 0.81,
+      "total": 17.11
+    }
+  },
+  "tests/aws/services/logs/test_logs_destinations.py::TestDestinations::test_update_destination": {
+    "last_validated_date": "2026-02-05T15:16:48+00:00",
+    "durations_in_seconds": {
+      "setup": 6.66,
+      "call": 7.16,
+      "teardown": 0.95,
+      "total": 14.77
+    }
+  },
+  "tests/aws/services/logs/test_logs_destinations.py::TestDestinationsTags::test_destination_tags": {
+    "last_validated_date": "2026-02-05T15:45:33+00:00",
+    "durations_in_seconds": {
+      "setup": 6.12,
+      "call": 7.15,
+      "teardown": 0.94,
+      "total": 14.21
+    }
+  }
+}
diff --git a/tests/aws/services/logs/test_logs_events.py b/tests/aws/services/logs/test_logs_events.py
new file mode 100644
index 0000000000000..97a44bc704b38
--- /dev/null
+++ b/tests/aws/services/logs/test_logs_events.py
@@ -0,0 +1,270 @@
+"""Tests for CloudWatch Logs - Log Event operations."""
+
+import pytest
+from localstack_snapshot.pytest.snapshot import is_aws
+
+from localstack.testing.pytest import markers
+from localstack.utils.common import now_utc, retry, short_uid
+
+
+class TestLogsEvents:
+    """Tests for put and get log event operations."""
+
+    @markers.aws.validated
+    def test_put_log_events_basic(self, logs_log_group, logs_log_stream, aws_client):
+        """Test basic log event insertion."""
+        timestamp = now_utc(millis=True)
+        messages = [
+            {"timestamp": timestamp, "message": "hello"},
+            {"timestamp": timestamp, "message": "world"},
+        ]
+
+        response = aws_client.logs.put_log_events(
+            logGroupName=logs_log_group, logStreamName=logs_log_stream, logEvents=messages
+        )
+        assert response["ResponseMetadata"]["HTTPStatusCode"] == 200
+
+        # Verify nextSequenceToken is returned
+        next_sequence_token = response.get("nextSequenceToken")
+        if next_sequence_token:
+            assert isinstance(next_sequence_token, str)
+
+    @markers.aws.validated
+    def test_put_events_multi_bytes_msg(self, logs_log_group, logs_log_stream, aws_client):
+        """Test log events with multi-byte characters (Unicode)."""
+        body_msg = "🙀 - 参よ - 日本語"
+        events = [{"timestamp": now_utc(millis=True), "message": body_msg}]
+
+        response = aws_client.logs.put_log_events(
+            logGroupName=logs_log_group, logStreamName=logs_log_stream, logEvents=events
+        )
+        assert response["ResponseMetadata"]["HTTPStatusCode"] == 200
+
+        def get_log_events():
+            events = aws_client.logs.get_log_events(
+                logGroupName=logs_log_group, logStreamName=logs_log_stream
+            )["events"]
+            assert events[0]["message"] == body_msg
+
+        retry(
+            get_log_events,
+            retries=20 if is_aws() else 3,
+            sleep=5 if is_aws() else 1,
+            sleep_before=3 if is_aws() else 0,
+        )
+
+    @markers.aws.validated
+    def test_put_log_events_to_invalid_stream(self, logs_log_group, aws_client, snapshot):
+        """Test that putting events to non-existent stream raises error."""
+        with pytest.raises(Exception) as ctx:
+            aws_client.logs.put_log_events(
+                logGroupName=logs_log_group,
+                logStreamName="invalid-stream",
+                logEvents=[{"timestamp": now_utc(millis=True), "message": "test"}],
+            )
+        snapshot.match("error-invalid-stream", ctx.value.response)
+
+    @markers.aws.validated
+    def test_put_log_events_wrong_order(
+        self, logs_log_group, logs_log_stream, aws_client, snapshot
+    ):
+        """Test that events in wrong chronological order are rejected."""
+        ts_1 = now_utc(millis=True)
+        ts_2 = now_utc(millis=True) - 86400000 * 2  # 2 days ago
+
+        messages = [
+            {"message": "Message 0", "timestamp": ts_1},
+            {"message": "Message 1", "timestamp": ts_2},  # Older timestamp after newer one
+        ]
+
+        with pytest.raises(Exception) as ctx:
+            aws_client.logs.put_log_events(
+                logGroupName=logs_log_group, logStreamName=logs_log_stream, logEvents=messages
+            )
+        snapshot.match("error-wrong-order", ctx.value.response)
+
+    @markers.aws.validated
+    def test_put_log_events_too_old(self, logs_log_group, logs_log_stream, aws_client, snapshot):
+        """Test that events with timestamps too far in the past are rejected."""
+        # Event from 15 days ago
+        timestamp = now_utc(millis=True) - 86400000 * 30
+
+        messages = [{"message": "Old message", "timestamp": timestamp}]
+
+        response = aws_client.logs.put_log_events(
+            logGroupName=logs_log_group, logStreamName=logs_log_stream, logEvents=messages
+        )
+        snapshot.add_transformer(snapshot.transform.key_value("nextSequenceToken"))
+        snapshot.add_transformer(
+            snapshot.transform.key_value("tooOldLogEventEndIndex", reference_replacement=False)
+        )
+        snapshot.match("response-too-old", response)
+
+    @markers.aws.validated
+    def test_put_log_events_too_new(self, logs_log_group, logs_log_stream, aws_client, snapshot):
+        """Test that events with timestamps too far in the future are rejected."""
+        # Event 3 hours in the future (>180 minutes)
+        timestamp = now_utc(millis=True) + 86400000 * 1
+
+        messages = [{"message": "Future message", "timestamp": timestamp}]
+
+        response = aws_client.logs.put_log_events(
+            logGroupName=logs_log_group, logStreamName=logs_log_stream, logEvents=messages
+        )
+        snapshot.add_transformer(snapshot.transform.key_value("nextSequenceToken"))
+        snapshot.add_transformer(
+            snapshot.transform.key_value("tooNewLogEventStartIndex", reference_replacement=False)
+        )
+        snapshot.match("response-too-new", response)
+
+    @markers.aws.validated
+    def test_get_log_events_basic(self, logs_log_group, logs_log_stream, aws_client):
+        """Test basic log event retrieval."""
+        timestamp = now_utc(millis=True)
+        messages = [
+            {"timestamp": timestamp, "message": "message 1"},
+            {"timestamp": timestamp + 100, "message": "message 2"},
+        ]
+
+        aws_client.logs.put_log_events(
+            logGroupName=logs_log_group, logStreamName=logs_log_stream, logEvents=messages
+        )
+
+        def verify_events():
+            response = aws_client.logs.get_log_events(
+                logGroupName=logs_log_group, logStreamName=logs_log_stream
+            )
+            events = response["events"]
+            assert len(events) == 2
+            assert events[0]["message"] == "message 1"
+            assert events[1]["message"] == "message 2"
+
+        retry(
+            verify_events,
+            retries=20 if is_aws() else 3,
+            sleep=5 if is_aws() else 1,
+            sleep_before=3 if is_aws() else 0,
+        )
+
+    @markers.aws.validated
+    def test_get_log_events_start_from_head(self, logs_log_group, logs_log_stream, aws_client):
+        """Test log event retrieval with startFromHead=True."""
+        timestamp = now_utc(millis=True)
+        messages = [
+            {"timestamp": timestamp + i * 100, "message": f"message {i}"} for i in range(20)
+        ]
+
+        aws_client.logs.put_log_events(
+            logGroupName=logs_log_group, logStreamName=logs_log_stream, logEvents=messages
+        )
+
+        def verify_events():
+            response = aws_client.logs.get_log_events(
+                logGroupName=logs_log_group,
+                logStreamName=logs_log_stream,
+                limit=10,
+                startFromHead=True,
+            )
+            events = response["events"]
+            assert len(events) == 10
+            # First event should be message 0 when starting from head
+            assert events[0]["message"] == "message 0"
+            return response
+
+        retry(
+            verify_events,
+            retries=20 if is_aws() else 3,
+            sleep=5 if is_aws() else 1,
+            sleep_before=3 if is_aws() else 0,
+        )
+
+    @markers.aws.validated
+    def test_get_log_events_invalid_token(
+        self, logs_log_group, logs_log_stream, aws_client, snapshot
+    ):
+        """Test that invalid nextToken is rejected."""
+        with pytest.raises(Exception) as ctx:
+            aws_client.logs.get_log_events(
+                logGroupName=logs_log_group,
+                logStreamName=logs_log_stream,
+                nextToken="invalid-token",
+            )
+        snapshot.match("error-invalid-token", ctx.value.response)
+
+    @markers.aws.validated
+    def test_get_log_events_limit_validation(
+        self, logs_log_group, logs_log_stream, aws_client, snapshot
+    ):
+        """Test that limit over 10000 is rejected."""
+        with pytest.raises(Exception) as ctx:
+            aws_client.logs.get_log_events(
+                logGroupName=logs_log_group, logStreamName=logs_log_stream, limit=10001
+            )
+        snapshot.match("error-limit-exceeded", ctx.value.response)
+
+    @markers.aws.validated
+    def test_get_log_events_using_log_group_identifier(
+        self, logs_log_group, logs_log_stream, aws_client, region_name, account_id
+    ):
+        """Test getting log events using logGroupIdentifier parameter."""
+        timestamp = now_utc(millis=True)
+        messages = [{"timestamp": timestamp, "message": "test message"}]
+
+        aws_client.logs.put_log_events(
+            logGroupName=logs_log_group, logStreamName=logs_log_stream, logEvents=messages
+        )
+
+        def verify_events():
+            # Using logGroupName
+            response1 = aws_client.logs.get_log_events(
+                logGroupName=logs_log_group, logStreamName=logs_log_stream
+            )
+            assert len(response1["events"]) >= 1
+
+            # Using logGroupIdentifier with name
+            response2 = aws_client.logs.get_log_events(
+                logGroupIdentifier=logs_log_group, logStreamName=logs_log_stream
+            )
+            assert len(response2["events"]) >= 1
+
+            # Using logGroupIdentifier with ARN
+            log_group_arn = f"arn:aws:logs:{region_name}:{account_id}:log-group:{logs_log_group}"
+            response3 = aws_client.logs.get_log_events(
+                logGroupIdentifier=log_group_arn, logStreamName=logs_log_stream
+            )
+            assert len(response3["events"]) >= 1
+
+        retry(
+            verify_events,
+            retries=20 if is_aws() else 3,
+            sleep=5 if is_aws() else 1,
+            sleep_before=3 if is_aws() else 0,
+        )
+
+
+class TestLogsEventsErrors:
+    """Tests for log event error handling."""
+
+    @markers.aws.validated
+    def test_resource_does_not_exist(self, aws_client, snapshot, cleanups):
+        """Test error handling when log group or stream doesn't exist."""
+        log_group_name = f"log-group-{short_uid()}"
+        log_stream_name = f"log-stream-{short_uid()}"
+
+        # Log group doesn't exist
+        with pytest.raises(Exception) as ctx:
+            aws_client.logs.get_log_events(
+                logGroupName=log_group_name, logStreamName=log_stream_name
+            )
+        snapshot.match("error-log-group-does-not-exist", ctx.value.response)
+
+        # Create log group
+        aws_client.logs.create_log_group(logGroupName=log_group_name)
+        cleanups.append(lambda: aws_client.logs.delete_log_group(logGroupName=log_group_name))
+
+        # Log stream doesn't exist
+        with pytest.raises(Exception) as ctx:
+            aws_client.logs.get_log_events(
+                logGroupName=log_group_name, logStreamName=log_stream_name
+            )
+        snapshot.match("error-log-stream-does-not-exist", ctx.value.response)
diff --git a/tests/aws/services/logs/test_logs_events.snapshot.json b/tests/aws/services/logs/test_logs_events.snapshot.json
new file mode 100644
index 0000000000000..c0e7fa7fd67cd
--- /dev/null
+++ b/tests/aws/services/logs/test_logs_events.snapshot.json
@@ -0,0 +1,117 @@
+{
+  "tests/aws/services/logs/test_logs_events.py::TestLogsEvents::test_put_log_events_to_invalid_stream": {
+    "recorded-date": "03-02-2026, 21:36:32",
+    "recorded-content": {
+      "error-invalid-stream": {
+        "Error": {
+          "Code": "ResourceNotFoundException",
+          "Message": "The specified log stream does not exist."
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/logs/test_logs_events.py::TestLogsEvents::test_put_log_events_wrong_order": {
+    "recorded-date": "03-02-2026, 21:36:33",
+    "recorded-content": {
+      "error-wrong-order": {
+        "Error": {
+          "Code": "InvalidParameterException",
+          "Message": "Log events in a single PutLogEvents request must be in chronological order."
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/logs/test_logs_events.py::TestLogsEvents::test_put_log_events_too_old": {
+    "recorded-date": "11-02-2026, 21:19:57",
+    "recorded-content": {
+      "response-too-old": {
+        "nextSequenceToken": "<next-sequence-token:1>",
+        "rejectedLogEventsInfo": {
+          "tooOldLogEventEndIndex": "too-old-log-event-end-index"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/logs/test_logs_events.py::TestLogsEvents::test_put_log_events_too_new": {
+    "recorded-date": "11-02-2026, 21:20:15",
+    "recorded-content": {
+      "response-too-new": {
+        "nextSequenceToken": "<next-sequence-token:1>",
+        "rejectedLogEventsInfo": {
+          "tooNewLogEventStartIndex": "too-new-log-event-start-index"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/logs/test_logs_events.py::TestLogsEvents::test_get_log_events_invalid_token": {
+    "recorded-date": "03-02-2026, 21:36:41",
+    "recorded-content": {
+      "error-invalid-token": {
+        "Error": {
+          "Code": "InvalidParameterException",
+          "Message": "The specified nextToken is invalid."
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/logs/test_logs_events.py::TestLogsEvents::test_get_log_events_limit_validation": {
+    "recorded-date": "03-02-2026, 21:36:42",
+    "recorded-content": {
+      "error-limit-exceeded": {
+        "Error": {
+          "Code": "InvalidParameterException",
+          "Message": "1 validation error detected: Value '10001' at 'limit' failed to satisfy constraint: Member must have value less than or equal to 10000"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/logs/test_logs_events.py::TestLogsEventsErrors::test_resource_does_not_exist": {
+    "recorded-date": "03-02-2026, 21:37:12",
+    "recorded-content": {
+      "error-log-group-does-not-exist": {
+        "Error": {
+          "Code": "ResourceNotFoundException",
+          "Message": "The specified log group does not exist."
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "error-log-stream-does-not-exist": {
+        "Error": {
+          "Code": "ResourceNotFoundException",
+          "Message": "The specified log stream does not exist."
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  }
+}
diff --git a/tests/aws/services/logs/test_logs_events.validation.json b/tests/aws/services/logs/test_logs_events.validation.json
new file mode 100644
index 0000000000000..7a8e1d16ec80f
--- /dev/null
+++ b/tests/aws/services/logs/test_logs_events.validation.json
@@ -0,0 +1,110 @@
+{
+  "tests/aws/services/logs/test_logs_events.py::TestLogsEvents::test_get_log_events_basic": {
+    "last_validated_date": "2026-02-03T21:36:38+00:00",
+    "durations_in_seconds": {
+      "setup": 0.18,
+      "call": 3.2,
+      "teardown": 0.21,
+      "total": 3.59
+    }
+  },
+  "tests/aws/services/logs/test_logs_events.py::TestLogsEvents::test_get_log_events_invalid_token": {
+    "last_validated_date": "2026-02-03T21:36:42+00:00",
+    "durations_in_seconds": {
+      "setup": 0.18,
+      "call": 0.07,
+      "teardown": 0.21,
+      "total": 0.46
+    }
+  },
+  "tests/aws/services/logs/test_logs_events.py::TestLogsEvents::test_get_log_events_limit_validation": {
+    "last_validated_date": "2026-02-03T21:36:42+00:00",
+    "durations_in_seconds": {
+      "setup": 0.18,
+      "call": 0.07,
+      "teardown": 0.49,
+      "total": 0.74
+    }
+  },
+  "tests/aws/services/logs/test_logs_events.py::TestLogsEvents::test_get_log_events_start_from_head": {
+    "last_validated_date": "2026-02-03T21:36:41+00:00",
+    "durations_in_seconds": {
+      "setup": 0.18,
+      "call": 3.19,
+      "teardown": 0.21,
+      "total": 3.58
+    }
+  },
+  "tests/aws/services/logs/test_logs_events.py::TestLogsEvents::test_get_log_events_using_log_group_identifier": {
+    "last_validated_date": "2026-02-03T21:36:46+00:00",
+    "durations_in_seconds": {
+      "setup": 0.19,
+      "call": 3.7,
+      "teardown": 0.22,
+      "total": 4.11
+    }
+  },
+  "tests/aws/services/logs/test_logs_events.py::TestLogsEvents::test_put_events_multi_bytes_msg": {
+    "last_validated_date": "2026-02-03T21:36:32+00:00",
+    "durations_in_seconds": {
+      "setup": 0.18,
+      "call": 3.2,
+      "teardown": 0.21,
+      "total": 3.59
+    }
+  },
+  "tests/aws/services/logs/test_logs_events.py::TestLogsEvents::test_put_log_events_basic": {
+    "last_validated_date": "2026-02-03T21:36:28+00:00",
+    "durations_in_seconds": {
+      "setup": 0.49,
+      "call": 0.09,
+      "teardown": 0.23,
+      "total": 0.81
+    }
+  },
+  "tests/aws/services/logs/test_logs_events.py::TestLogsEvents::test_put_log_events_to_invalid_stream": {
+    "last_validated_date": "2026-02-03T21:36:33+00:00",
+    "durations_in_seconds": {
+      "setup": 0.46,
+      "call": 0.08,
+      "teardown": 0.11,
+      "total": 0.65
+    }
+  },
+  "tests/aws/services/logs/test_logs_events.py::TestLogsEvents::test_put_log_events_too_new": {
+    "last_validated_date": "2026-02-11T21:20:16+00:00",
+    "durations_in_seconds": {
+      "setup": 1.14,
+      "call": 0.16,
+      "teardown": 0.28,
+      "total": 1.58
+    }
+  },
+  "tests/aws/services/logs/test_logs_events.py::TestLogsEvents::test_put_log_events_too_old": {
+    "last_validated_date": "2026-02-11T21:19:58+00:00",
+    "durations_in_seconds": {
+      "setup": 1.07,
+      "call": 0.1,
+      "teardown": 0.3,
+      "total": 1.47
+    }
+  },
+  "tests/aws/services/logs/test_logs_events.py::TestLogsEvents::test_put_log_events_wrong_order": {
+    "last_validated_date": "2026-02-03T21:36:33+00:00",
+    "durations_in_seconds": {
+      "setup": 0.19,
+      "call": 0.07,
+      "teardown": 0.21,
+      "total": 0.47
+    }
+  },
+  "tests/aws/services/logs/test_logs_events.py::TestLogsEventsErrors::test_resource_does_not_exist": {
+    "last_validated_date": "2026-02-03T21:37:12+00:00",
+    "durations_in_seconds": {
+      "setup": 0.35,
+      "call": 0.54,
+      "teardown": 0.14,
+      "total": 1.03
+    }
+  }
+}
diff --git a/tests/aws/services/logs/test_logs_export_tasks.py b/tests/aws/services/logs/test_logs_export_tasks.py
new file mode 100644
index 0000000000000..3f39b47454d68
--- /dev/null
+++ b/tests/aws/services/logs/test_logs_export_tasks.py
@@ -0,0 +1,225 @@
+"""Tests for CloudWatch Logs - Export Task operations."""
+
+import copy
+import json
+
+import pytest
+from botocore.exceptions import ClientError
+
+from localstack.testing.pytest import markers
+from localstack.utils.common import now_utc, short_uid
+
+S3_POLICY = {
+    "Version": "2012-10-17",
+    "Statement": [
+        {
+            "Action": "s3:GetBucketAcl",
+            "Effect": "Allow",
+            "Resource": "arn:aws:s3:::{BUCKET_NAME}",
+            "Principal": {"Service": "logs.amazonaws.com"},
+        },
+        {
+            "Action": "s3:PutObject",
+            "Effect": "Allow",
+            "Resource": "arn:aws:s3:::{BUCKET_NAME}/*",
+            "Principal": {"Service": "logs.amazonaws.com"},
+        },
+    ],
+}
+
+
+@pytest.fixture
+def export_bucket(aws_client, s3_bucket, region_name):
+    """Create an S3 bucket configured for CloudWatch Logs export."""
+    bucket_name = s3_bucket
+
+    # Get account ID for policy
+
+    # Configure bucket policy for CloudWatch Logs access
+    policy = copy.deepcopy(S3_POLICY)
+    policy["Statement"][0]["Resource"] = f"arn:aws:s3:::{bucket_name}"
+    policy["Statement"][1]["Resource"] = f"arn:aws:s3:::{bucket_name}/*"
+
+    aws_client.s3.put_bucket_policy(Bucket=bucket_name, Policy=json.dumps(policy))
+
+    return bucket_name
+
+
+@pytest.mark.skip(reason="TODO: Moto logs searches in memory the bucket which is impossible")
+class TestExportTasks:
+    """Tests for export task operations."""
+
+    @markers.aws.validated
+    def test_create_export_task(self, logs_log_group, export_bucket, aws_client, snapshot):
+        """Test creating an export task."""
+        snapshot.add_transformer(snapshot.transform.logs_api())
+        from_time = 1611316574  # Fixed timestamp for reproducibility
+        to_time = 1642852574
+
+        response = aws_client.logs.create_export_task(
+            logGroupName=logs_log_group,
+            fromTime=from_time,
+            to=to_time,
+            destination=export_bucket,
+        )
+        snapshot.match("create-export-task", response)
+
+        task_id = response["taskId"]
+
+        # Try to cancel the task (cleanup)
+        try:
+            aws_client.logs.cancel_export_task(taskId=task_id)
+        except ClientError as exc:
+            # Task might have already finished
+            if "already finished" not in exc.response["Error"]["Message"]:
+                raise
+
+    @markers.aws.validated
+    def test_create_export_task_with_prefix(
+        self, logs_log_group, export_bucket, aws_client, snapshot
+    ):
+        """Test creating an export task with a destination prefix."""
+        snapshot.add_transformer(snapshot.transform.logs_api())
+        from_time = 1611316574
+        to_time = 1642852574
+        prefix = f"custom-prefix-{short_uid()}"
+
+        response = aws_client.logs.create_export_task(
+            logGroupName=logs_log_group,
+            fromTime=from_time,
+            to=to_time,
+            destination=export_bucket,
+            destinationPrefix=prefix,
+        )
+        snapshot.match("create-export-task-with-prefix", response)
+
+        task_id = response["taskId"]
+
+        # Try to cancel the task (cleanup)
+        try:
+            aws_client.logs.cancel_export_task(taskId=task_id)
+        except ClientError:
+            pass
+
+    @markers.aws.validated
+    def test_create_export_task_bucket_not_found(self, logs_log_group, aws_client, snapshot):
+        """Test that creating an export task with non-existent bucket fails."""
+        with pytest.raises(Exception) as ctx:
+            aws_client.logs.create_export_task(
+                logGroupName=logs_log_group,
+                fromTime=1611316574,
+                to=1642852574,
+                destination=f"non-existent-bucket-{short_uid()}",
+            )
+        snapshot.match("error-bucket-not-found", ctx.value.response)
+
+    @markers.aws.validated
+    def test_create_export_task_log_group_not_found(self, export_bucket, aws_client, snapshot):
+        """Test that creating an export task with non-existent log group fails."""
+        with pytest.raises(Exception) as ctx:
+            aws_client.logs.create_export_task(
+                logGroupName=f"non-existent-log-group-{short_uid()}",
+                fromTime=1611316574,
+                to=1642852574,
+                destination=export_bucket,
+            )
+        snapshot.match("error-log-group-not-found", ctx.value.response)
+
+    @markers.aws.validated
+    def test_describe_export_tasks(self, logs_log_group, export_bucket, aws_client, snapshot):
+        """Test describing export tasks."""
+        snapshot.add_transformer(snapshot.transform.logs_api())
+        from_time = 1611316574
+        to_time = 1642852574
+
+        # Create an export task
+        response = aws_client.logs.create_export_task(
+            logGroupName=logs_log_group,
+            fromTime=from_time,
+            to=to_time,
+            destination=export_bucket,
+        )
+        task_id = response["taskId"]
+
+        # Describe export tasks
+        response = aws_client.logs.describe_export_tasks(taskId=task_id)
+        snapshot.match("describe-export-tasks", response)
+
+        # Cleanup
+        try:
+            aws_client.logs.cancel_export_task(taskId=task_id)
+        except ClientError:
+            pass
+
+    @markers.aws.validated
+    def test_describe_export_tasks_not_found(self, aws_client, snapshot):
+        """Test describing a non-existent export task."""
+        response = aws_client.logs.describe_export_tasks(taskId="non-existent-task-id")
+        snapshot.match("task-not-found", response)
+
+    @markers.aws.validated
+    def test_cancel_export_task_not_found(self, aws_client, snapshot):
+        """Test cancelling a non-existent export task."""
+        with pytest.raises(Exception) as ctx:
+            aws_client.logs.cancel_export_task(taskId=f"{short_uid()}-{short_uid()}")
+        snapshot.match("error-cancel-not-found", ctx.value.response)
+
+
+@pytest.mark.skip(reason="TODO: Moto logs searches in memory the bucket which is impossible")
+class TestExportTasksWithLogs:
+    """Tests for export tasks with actual log data."""
+
+    @markers.aws.validated
+    def test_create_export_task_with_logs(
+        self, logs_log_group, export_bucket, aws_client, snapshot
+    ):
+        """Test exporting actual log events to S3."""
+        snapshot.add_transformer(snapshot.transform.logs_api())
+
+        # Create log stream and put events
+        log_stream_name = f"test-stream-{short_uid()}"
+        aws_client.logs.create_log_stream(
+            logGroupName=logs_log_group, logStreamName=log_stream_name
+        )
+
+        timestamp = now_utc(millis=True)
+        messages = [
+            {"timestamp": timestamp + i * 100, "message": f"test message {i}"} for i in range(10)
+        ]
+        aws_client.logs.put_log_events(
+            logGroupName=logs_log_group, logStreamName=log_stream_name, logEvents=messages
+        )
+
+        # Create export task with time range that includes our logs
+        from_time = timestamp - 86400000  # 1 day before
+        to_time = timestamp + 86400000  # 1 day after
+
+        response = aws_client.logs.create_export_task(
+            logGroupName=logs_log_group,
+            fromTime=from_time,
+            to=to_time,
+            destination=export_bucket,
+        )
+        task_id = response["taskId"]
+        snapshot.match("create-export-with-logs", response)
+
+        # Describe the task
+        response = aws_client.logs.describe_export_tasks(taskId=task_id)
+        snapshot.match("describe-export-with-logs", response)
+        task = response["exportTasks"][0]
+
+        # Status should be one of: PENDING, RUNNING, COMPLETED, CANCELLED, FAILED
+        assert task["status"]["code"] in [
+            "PENDING",
+            "RUNNING",
+            "COMPLETED",
+            "CANCELLED",
+            "FAILED",
+            "active",
+        ]
+
+        # Cleanup
+        try:
+            aws_client.logs.cancel_export_task(taskId=task_id)
+        except ClientError:
+            pass
diff --git a/tests/aws/services/logs/test_logs_export_tasks.snapshot.json b/tests/aws/services/logs/test_logs_export_tasks.snapshot.json
new file mode 100644
index 0000000000000..41c2db1832aac
--- /dev/null
+++ b/tests/aws/services/logs/test_logs_export_tasks.snapshot.json
@@ -0,0 +1,105 @@
+{
+  "tests/aws/services/logs/test_logs_export_tasks.py::TestExportTasks::test_create_export_task": {
+    "recorded-date": "05-02-2026, 16:27:17",
+    "recorded-content": {
+      "create-export-task": {
+        "taskId": "<uuid:1>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/logs/test_logs_export_tasks.py::TestExportTasks::test_create_export_task_bucket_not_found": {
+    "recorded-date": "05-02-2026, 17:16:29",
+    "recorded-content": {
+      "error-bucket-not-found": {
+        "Error": {
+          "Code": "InvalidParameterException",
+          "Message": "The given bucket does not exist. Please make sure the bucket is valid."
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/logs/test_logs_export_tasks.py::TestExportTasks::test_create_export_task_log_group_not_found": {
+    "recorded-date": "05-02-2026, 17:17:07",
+    "recorded-content": {
+      "error-log-group-not-found": {
+        "Error": {
+          "Code": "ResourceNotFoundException",
+          "Message": "The specified log group does not exist."
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/logs/test_logs_export_tasks.py::TestExportTasks::test_describe_export_tasks_not_found": {
+    "recorded-date": "05-02-2026, 17:28:02",
+    "recorded-content": {
+      "task-not-found": {
+        "exportTasks": [],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/logs/test_logs_export_tasks.py::TestExportTasks::test_cancel_export_task_not_found": {
+    "recorded-date": "05-02-2026, 17:30:40",
+    "recorded-content": {
+      "error-cancel-not-found": {
+        "Error": {
+          "Code": "ResourceNotFoundException",
+          "Message": "The specified export task does not exist."
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/logs/test_logs_export_tasks.py::TestExportTasksWithLogs::test_create_export_task_with_logs": {
+    "recorded-date": "05-02-2026, 17:32:58",
+    "recorded-content": {
+      "create-export-with-logs": {
+        "taskId": "<uuid:1>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-export-with-logs": {
+        "exportTasks": [
+          {
+            "destination": "test-bucket-d5301391",
+            "destinationPrefix": "exportedlogs",
+            "executionInfo": {
+              "creationTime": "timestamp"
+            },
+            "from": 1770226377833,
+            "logGroupName": "<log-group-name:1>",
+            "status": {
+              "code": "PENDING"
+            },
+            "taskId": "<uuid:1>",
+            "to": 1770399177833
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  }
+}
diff --git a/tests/aws/services/logs/test_logs_export_tasks.validation.json b/tests/aws/services/logs/test_logs_export_tasks.validation.json
new file mode 100644
index 0000000000000..e2992f774a5d2
--- /dev/null
+++ b/tests/aws/services/logs/test_logs_export_tasks.validation.json
@@ -0,0 +1,56 @@
+{
+  "tests/aws/services/logs/test_logs_export_tasks.py::TestExportTasks::test_cancel_export_task_not_found": {
+    "last_validated_date": "2026-02-05T17:30:40+00:00",
+    "durations_in_seconds": {
+      "setup": 0.36,
+      "call": 0.34,
+      "teardown": 0.0,
+      "total": 0.7
+    }
+  },
+  "tests/aws/services/logs/test_logs_export_tasks.py::TestExportTasks::test_create_export_task": {
+    "last_validated_date": "2026-02-05T16:27:18+00:00",
+    "durations_in_seconds": {
+      "setup": 1.37,
+      "call": 0.42,
+      "teardown": 0.89,
+      "total": 2.68
+    }
+  },
+  "tests/aws/services/logs/test_logs_export_tasks.py::TestExportTasks::test_create_export_task_bucket_not_found": {
+    "last_validated_date": "2026-02-05T17:16:29+00:00",
+    "durations_in_seconds": {
+      "setup": 0.74,
+      "call": 0.74,
+      "teardown": 0.14,
+      "total": 1.62
+    }
+  },
+  "tests/aws/services/logs/test_logs_export_tasks.py::TestExportTasks::test_create_export_task_log_group_not_found": {
+    "last_validated_date": "2026-02-05T17:17:08+00:00",
+    "durations_in_seconds": {
+      "setup": 1.08,
+      "call": 0.38,
+      "teardown": 0.49,
+      "total": 1.95
+    }
+  },
+  "tests/aws/services/logs/test_logs_export_tasks.py::TestExportTasks::test_describe_export_tasks_not_found": {
+    "last_validated_date": "2026-02-05T17:28:02+00:00",
+    "durations_in_seconds": {
+      "setup": 0.65,
+      "call": 0.39,
+      "teardown": 0.0,
+      "total": 1.04
+    }
+  },
+  "tests/aws/services/logs/test_logs_export_tasks.py::TestExportTasksWithLogs::test_create_export_task_with_logs": {
+    "last_validated_date": "2026-02-05T17:32:59+00:00",
+    "durations_in_seconds": {
+      "setup": 1.4,
+      "call": 0.7,
+      "teardown": 0.93,
+      "total": 3.03
+    }
+  }
+}
diff --git a/tests/aws/services/logs/test_logs_filter_events.py b/tests/aws/services/logs/test_logs_filter_events.py
new file mode 100644
index 0000000000000..3d2ea0b7ad68c
--- /dev/null
+++ b/tests/aws/services/logs/test_logs_filter_events.py
@@ -0,0 +1,290 @@
+"""Tests for CloudWatch Logs - Filter Log Events operations."""
+
+import pytest
+from botocore.exceptions import ClientError
+from localstack_snapshot.pytest.snapshot import is_aws
+
+from localstack.constants import APPLICATION_AMZ_JSON_1_1
+from localstack.testing.pytest import markers
+from localstack.utils.common import now_utc, retry
+
+
+class TestFilterLogEvents:
+    """Tests for filter_log_events operation."""
+
+    @markers.aws.validated
+    def test_filter_log_events_basic(self, logs_log_group, logs_log_stream, aws_client):
+        """Test basic filter log events operation."""
+        timestamp = now_utc(millis=True)
+        events = [
+            {"timestamp": timestamp, "message": "log message 1"},
+            {"timestamp": timestamp + 100, "message": "log message 2"},
+        ]
+
+        aws_client.logs.put_log_events(
+            logGroupName=logs_log_group, logStreamName=logs_log_stream, logEvents=events
+        )
+
+        def verify_filter():
+            response = aws_client.logs.filter_log_events(logGroupName=logs_log_group)
+            assert len(response["events"]) >= 2
+
+        retry(
+            verify_filter,
+            retries=20 if is_aws() else 3,
+            sleep=5 if is_aws() else 1,
+            sleep_before=3 if is_aws() else 0,
+        )
+
+    @markers.aws.validated
+    def test_filter_log_events_response_header(self, logs_log_group, logs_log_stream, aws_client):
+        """Test that filter_log_events returns correct content-type header."""
+        events = [
+            {"timestamp": now_utc(millis=True), "message": "log message 1"},
+            {"timestamp": now_utc(millis=True), "message": "log message 2"},
+        ]
+        aws_client.logs.put_log_events(
+            logGroupName=logs_log_group, logStreamName=logs_log_stream, logEvents=events
+        )
+
+        response = aws_client.logs.filter_log_events(logGroupName=logs_log_group)
+        assert response["ResponseMetadata"]["HTTPStatusCode"] == 200
+        assert (
+            response["ResponseMetadata"]["HTTPHeaders"]["content-type"] == APPLICATION_AMZ_JSON_1_1
+        )
+
+    @markers.aws.validated
+    def test_filter_log_events_with_log_stream_names(
+        self, logs_log_group, logs_log_stream, aws_client
+    ):
+        """Test filtering by specific log stream names."""
+        timestamp = now_utc(millis=True)
+        events = [
+            {"timestamp": timestamp, "message": "test message"},
+        ]
+
+        aws_client.logs.put_log_events(
+            logGroupName=logs_log_group, logStreamName=logs_log_stream, logEvents=events
+        )
+
+        def verify_filter():
+            response = aws_client.logs.filter_log_events(
+                logGroupName=logs_log_group,
+                logStreamNames=[logs_log_stream],
+            )
+            assert len(response["events"]) >= 1
+
+        retry(
+            verify_filter,
+            retries=20 if is_aws() else 3,
+            sleep=5 if is_aws() else 1,
+            sleep_before=3 if is_aws() else 0,
+        )
+
+    @markers.aws.validated
+    def test_filter_log_events_interleaved(self, logs_log_group, logs_log_stream, aws_client):
+        """Test filter log events with interleaved parameter."""
+        timestamp = now_utc(millis=True)
+        messages = [
+            {"timestamp": timestamp, "message": "hello"},
+            {"timestamp": timestamp + 100, "message": "world"},
+        ]
+
+        aws_client.logs.put_log_events(
+            logGroupName=logs_log_group, logStreamName=logs_log_stream, logEvents=messages
+        )
+
+        def verify_filter():
+            response = aws_client.logs.filter_log_events(
+                logGroupName=logs_log_group,
+                logStreamNames=[logs_log_stream],
+                interleaved=True,
+            )
+            events = response["events"]
+            assert len(events) >= 2
+            for event in events:
+                assert "eventId" in event
+                assert "timestamp" in event
+                assert "message" in event
+
+        retry(
+            verify_filter,
+            retries=20 if is_aws() else 3,
+            sleep=5 if is_aws() else 1,
+            sleep_before=3 if is_aws() else 0,
+        )
+
+    @markers.aws.validated
+    def test_filter_log_events_pagination(self, logs_log_group, logs_log_stream, aws_client):
+        """Test filter log events pagination."""
+        timestamp = now_utc(millis=True)
+        messages = [
+            {"timestamp": timestamp + i * 100, "message": f"Message number {i}"} for i in range(25)
+        ]
+
+        aws_client.logs.put_log_events(
+            logGroupName=logs_log_group, logStreamName=logs_log_stream, logEvents=messages
+        )
+
+        def verify_pagination():
+            # Get first page
+            response = aws_client.logs.filter_log_events(
+                logGroupName=logs_log_group,
+                logStreamNames=[logs_log_stream],
+                limit=20,
+            )
+            events = response["events"]
+            assert len(events) == 20
+            assert "nextToken" in response
+
+            # Get second page
+            response2 = aws_client.logs.filter_log_events(
+                logGroupName=logs_log_group,
+                logStreamNames=[logs_log_stream],
+                limit=20,
+                nextToken=response["nextToken"],
+            )
+            events2 = response2["events"]
+            assert len(events + events2) == 25
+
+        retry(
+            verify_pagination,
+            retries=20 if is_aws() else 3,
+            sleep=5 if is_aws() else 1,
+            sleep_before=3 if is_aws() else 0,
+        )
+
+    @markers.aws.validated
+    @pytest.mark.skip(reason="TODO Raise error")
+    def test_filter_log_events_unknown_token(
+        self, logs_log_group, logs_log_stream, aws_client, snapshot
+    ):
+        """Test filter log events with unknown/invalid token."""
+        with pytest.raises(ClientError) as ctx:
+            aws_client.logs.filter_log_events(
+                logGroupName=logs_log_group,
+                logStreamNames=[logs_log_stream],
+                limit=20,
+                nextToken="invalid-token",
+            )
+        snapshot.match("invalid-token", ctx.value.response)
+
+    @markers.aws.validated
+    def test_filter_log_events_limit_validation(self, logs_log_group, aws_client, snapshot):
+        """Test that limit over 10000 is rejected."""
+        with pytest.raises(Exception) as ctx:
+            aws_client.logs.filter_log_events(logGroupName=logs_log_group, limit=10001)
+        snapshot.match("error-limit-exceeded", ctx.value.response)
+
+
+@pytest.mark.skip(reason="filtering is only supported in pro")
+class TestFilterLogEventsPatterns:
+    """Tests for filter log events with filter patterns."""
+
+    @pytest.fixture(autouse=True)
+    def setup_log_events(self, logs_log_group, logs_log_stream, aws_client):
+        """Set up common log events for pattern testing."""
+        self.log_group = logs_log_group
+        self.log_stream = logs_log_stream
+        self.client = aws_client.logs
+
+        timestamp = now_utc(millis=True)
+        messages = [
+            {"timestamp": timestamp, "message": "hello"},
+            {"timestamp": timestamp + 100, "message": "world"},
+            {"timestamp": timestamp + 200, "message": "hello world"},
+            {"timestamp": timestamp + 300, "message": "goodbye world"},
+            {"timestamp": timestamp + 400, "message": "hello cruela"},
+            {"timestamp": timestamp + 500, "message": "goodbye cruel world"},
+        ]
+        self.client.put_log_events(
+            logGroupName=logs_log_group, logStreamName=logs_log_stream, logEvents=messages
+        )
+
+    @markers.aws.validated
+    def test_filter_simple_word_pattern(self):
+        """Test filtering with a simple word pattern."""
+
+        def verify_filter():
+            events = self.client.filter_log_events(
+                logGroupName=self.log_group,
+                logStreamNames=[self.log_stream],
+                filterPattern="hello",
+            )["events"]
+            messages = [e["message"] for e in events]
+            assert "hello" in messages or "hello world" in messages or "hello cruela" in messages
+            # Only messages containing "hello" should be returned
+            for msg in messages:
+                assert "hello" in msg
+
+        retry(
+            verify_filter,
+            retries=20 if is_aws() else 3,
+            sleep=5 if is_aws() else 1,
+            sleep_before=3 if is_aws() else 0,
+        )
+
+    @markers.aws.validated
+    def test_filter_multiple_words_pattern(self):
+        """Test filtering with multiple words pattern."""
+
+        def verify_filter():
+            events = self.client.filter_log_events(
+                logGroupName=self.log_group,
+                logStreamNames=[self.log_stream],
+                filterPattern="goodbye world",
+            )["events"]
+            messages = [e["message"] for e in events]
+            # Messages containing both "goodbye" and "world" should be returned
+            for msg in messages:
+                assert "goodbye" in msg and "world" in msg
+
+        retry(
+            verify_filter,
+            retries=20 if is_aws() else 3,
+            sleep=5 if is_aws() else 1,
+            sleep_before=3 if is_aws() else 0,
+        )
+
+    @markers.aws.validated
+    def test_filter_quoted_pattern(self):
+        """Test filtering with a quoted phrase pattern."""
+
+        def verify_filter():
+            events = self.client.filter_log_events(
+                logGroupName=self.log_group,
+                logStreamNames=[self.log_stream],
+                filterPattern='"hello cruel"',
+            )["events"]
+            messages = [e["message"] for e in events]
+            # Only exact phrase matches should be returned
+            for msg in messages:
+                assert "hello cruel" in msg
+
+        retry(
+            verify_filter,
+            retries=20 if is_aws() else 3,
+            sleep=5 if is_aws() else 1,
+            sleep_before=3 if is_aws() else 0,
+        )
+
+    @markers.aws.validated
+    def test_filter_json_pattern(self):
+        """Test filtering with a JSON-style pattern (treated as no-filter in Moto)."""
+
+        def verify_filter():
+            events = self.client.filter_log_events(
+                logGroupName=self.log_group,
+                logStreamNames=[self.log_stream],
+                filterPattern='{$.message = "hello"}',
+            )["events"]
+            # JSON patterns may or may not be fully supported
+            # Just verify that the call succeeds
+            assert isinstance(events, list)
+
+        retry(
+            verify_filter,
+            retries=20 if is_aws() else 3,
+            sleep=5 if is_aws() else 1,
+            sleep_before=3 if is_aws() else 0,
+        )
diff --git a/tests/aws/services/logs/test_logs_filter_events.snapshot.json b/tests/aws/services/logs/test_logs_filter_events.snapshot.json
new file mode 100644
index 0000000000000..df94ade53375a
--- /dev/null
+++ b/tests/aws/services/logs/test_logs_filter_events.snapshot.json
@@ -0,0 +1,32 @@
+{
+  "tests/aws/services/logs/test_logs_filter_events.py::TestFilterLogEvents::test_filter_log_events_limit_validation": {
+    "recorded-date": "05-02-2026, 18:50:36",
+    "recorded-content": {
+      "error-limit-exceeded": {
+        "Error": {
+          "Code": "InvalidParameterException",
+          "Message": "1 validation error detected: Value '10001' at 'limit' failed to satisfy constraint: Member must have value less than or equal to 10000"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/logs/test_logs_filter_events.py::TestFilterLogEvents::test_filter_log_events_unknown_token": {
+    "recorded-date": "05-02-2026, 18:50:36",
+    "recorded-content": {
+      "invalid-token": {
+        "Error": {
+          "Code": "InvalidParameterException",
+          "Message": "The specified nextToken is invalid."
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  }
+}
diff --git a/tests/aws/services/logs/test_logs_filter_events.validation.json b/tests/aws/services/logs/test_logs_filter_events.validation.json
new file mode 100644
index 0000000000000..5f9a70a1e9294
--- /dev/null
+++ b/tests/aws/services/logs/test_logs_filter_events.validation.json
@@ -0,0 +1,101 @@
+{
+  "tests/aws/services/logs/test_logs_filter_events.py::TestFilterLogEvents::test_filter_log_events_basic": {
+    "last_validated_date": "2026-02-05T18:50:23+00:00",
+    "durations_in_seconds": {
+      "setup": 0.48,
+      "call": 3.25,
+      "teardown": 0.22,
+      "total": 3.95
+    }
+  },
+  "tests/aws/services/logs/test_logs_filter_events.py::TestFilterLogEvents::test_filter_log_events_interleaved": {
+    "last_validated_date": "2026-02-05T18:50:31+00:00",
+    "durations_in_seconds": {
+      "setup": 0.19,
+      "call": 3.2,
+      "teardown": 0.22,
+      "total": 3.61
+    }
+  },
+  "tests/aws/services/logs/test_logs_filter_events.py::TestFilterLogEvents::test_filter_log_events_limit_validation": {
+    "last_validated_date": "2026-02-05T18:50:36+00:00",
+    "durations_in_seconds": {
+      "setup": 0.1,
+      "call": 0.07,
+      "teardown": 0.11,
+      "total": 0.28
+    }
+  },
+  "tests/aws/services/logs/test_logs_filter_events.py::TestFilterLogEvents::test_filter_log_events_pagination": {
+    "last_validated_date": "2026-02-05T18:50:35+00:00",
+    "durations_in_seconds": {
+      "setup": 0.24,
+      "call": 3.3,
+      "teardown": 0.24,
+      "total": 3.78
+    }
+  },
+  "tests/aws/services/logs/test_logs_filter_events.py::TestFilterLogEvents::test_filter_log_events_response_header": {
+    "last_validated_date": "2026-02-05T18:50:24+00:00",
+    "durations_in_seconds": {
+      "setup": 0.18,
+      "call": 0.25,
+      "teardown": 0.2,
+      "total": 0.63
+    }
+  },
+  "tests/aws/services/logs/test_logs_filter_events.py::TestFilterLogEvents::test_filter_log_events_unknown_token": {
+    "last_validated_date": "2026-02-05T18:50:36+00:00",
+    "durations_in_seconds": {
+      "setup": 0.59,
+      "call": 0.08,
+      "teardown": 0.22,
+      "total": 0.89
+    }
+  },
+  "tests/aws/services/logs/test_logs_filter_events.py::TestFilterLogEvents::test_filter_log_events_with_log_stream_names": {
+    "last_validated_date": "2026-02-05T18:50:27+00:00",
+    "durations_in_seconds": {
+      "setup": 0.24,
+      "call": 3.2,
+      "teardown": 0.2,
+      "total": 3.64
+    }
+  },
+  "tests/aws/services/logs/test_logs_filter_events.py::TestFilterLogEventsPatterns::test_filter_json_pattern": {
+    "last_validated_date": "2026-02-05T18:52:08+00:00",
+    "durations_in_seconds": {
+      "setup": 0.27,
+      "call": 3.11,
+      "teardown": 0.24,
+      "total": 3.62
+    }
+  },
+  "tests/aws/services/logs/test_logs_filter_events.py::TestFilterLogEventsPatterns::test_filter_multiple_words_pattern": {
+    "last_validated_date": "2026-02-05T18:52:01+00:00",
+    "durations_in_seconds": {
+      "setup": 0.28,
+      "call": 3.11,
+      "teardown": 0.2,
+      "total": 3.59
+    }
+  },
+  "tests/aws/services/logs/test_logs_filter_events.py::TestFilterLogEventsPatterns::test_filter_quoted_pattern": {
+    "last_validated_date": "2026-02-05T18:52:05+00:00",
+    "durations_in_seconds": {
+      "setup": 0.28,
+      "call": 3.12,
+      "teardown": 0.22,
+      "total": 3.62
+    }
+  },
+  "tests/aws/services/logs/test_logs_filter_events.py::TestFilterLogEventsPatterns::test_filter_simple_word_pattern": {
+    "last_validated_date": "2026-02-05T18:51:57+00:00",
+    "durations_in_seconds": {
+      "setup": 0.61,
+      "call": 3.1,
+      "teardown": 0.21,
+      "total": 3.92
+    }
+  }
+}
diff --git a/tests/aws/services/logs/test_logs_groups.py b/tests/aws/services/logs/test_logs_groups.py
new file mode 100644
index 0000000000000..a839b48ba39a0
--- /dev/null
+++ b/tests/aws/services/logs/test_logs_groups.py
@@ -0,0 +1,344 @@
+"""Tests for CloudWatch Logs - Log Group operations."""
+
+import json
+
+import pytest
+
+from localstack.testing.pytest import markers
+from localstack.utils.common import poll_condition, short_uid
+
+
+def _log_group_exists(log_groups: list, name: str) -> bool:
+    """Check if a log group with the given name exists in the list."""
+    return any(lg["logGroupName"] == name for lg in log_groups)
+
+
+class TestLogsGroups:
+    """Tests for log group create, delete, describe operations."""
+
+    @markers.aws.validated
+    def test_create_and_delete_log_group(self, aws_client):
+        """Test basic log group creation and deletion."""
+        test_name = f"test-log-group-{short_uid()}"
+
+        aws_client.logs.create_log_group(logGroupName=test_name)
+
+        def log_group_created():
+            log_groups = aws_client.logs.describe_log_groups(logGroupNamePrefix=test_name).get(
+                "logGroups", []
+            )
+            return _log_group_exists(log_groups, test_name)
+
+        assert poll_condition(log_group_created, timeout=5.0, interval=0.5)
+
+        aws_client.logs.delete_log_group(logGroupName=test_name)
+
+        def log_group_deleted():
+            log_groups = aws_client.logs.describe_log_groups(logGroupNamePrefix=test_name).get(
+                "logGroups", []
+            )
+            return not _log_group_exists(log_groups, test_name)
+
+        assert poll_condition(log_group_deleted, timeout=5.0, interval=0.5)
+
+    @markers.aws.validated
+    @markers.snapshot.skip_snapshot_verify(paths=["$..logGroups..deletionProtectionEnabled"])
+    def test_create_log_group_with_kms_key(
+        self, aws_client, snapshot, cleanups, kms_create_key, region_name, account_id
+    ):
+        """Test log group creation with KMS encryption."""
+        snapshot.add_transformer(snapshot.transform.logs_api())
+        log_group_name = f"test-log-group-kms-{short_uid()}"
+
+        kms_policy = {
+            "Version": "2012-10-17",
+            "Statement": [
+                {
+                    "Effect": "Allow",
+                    "Principal": "*",
+                    "Action": "kms:*",
+                    "Resource": "*",
+                },
+            ],
+        }
+
+        kms_key = kms_create_key(Policy=json.dumps(kms_policy))
+        snapshot.add_transformer(snapshot.transform.regex(kms_key["KeyId"], "<key-id>"))
+
+        aws_client.logs.create_log_group(logGroupName=log_group_name, kmsKeyId=kms_key["Arn"])
+        cleanups.append(lambda: aws_client.logs.delete_log_group(logGroupName=log_group_name))
+
+        response = aws_client.logs.describe_log_groups(logGroupNamePrefix=log_group_name)
+        snapshot.match("describe-log-groups-with-kms", response)
+
+        assert _log_group_exists(response["logGroups"], log_group_name)
+        log_group = next(lg for lg in response["logGroups"] if lg["logGroupName"] == log_group_name)
+        assert "kmsKeyId" in log_group
+
+    @markers.aws.validated
+    def test_create_log_group_duplicate_error(self, aws_client, snapshot, cleanups):
+        """Test that creating a duplicate log group raises an error."""
+        log_group_name = f"test-log-group-{short_uid()}"
+        aws_client.logs.create_log_group(logGroupName=log_group_name)
+        cleanups.append(lambda: aws_client.logs.delete_log_group(logGroupName=log_group_name))
+
+        with pytest.raises(Exception) as ctx:
+            aws_client.logs.create_log_group(logGroupName=log_group_name)
+        snapshot.match("error-duplicate-log-group", ctx.value.response)
+
+    @markers.aws.validated
+    @markers.snapshot.skip_snapshot_verify(paths=["$..Error.Message"])
+    def test_create_log_group_invalid_name_length(self, aws_client, snapshot):
+        """Test that log group names over 512 characters are rejected."""
+        log_group_name = "a" * 513
+
+        with pytest.raises(Exception) as ctx:
+            aws_client.logs.create_log_group(logGroupName=log_group_name)
+        snapshot.match("error-invalid-name-length", ctx.value.response)
+
+    @markers.aws.validated
+    @markers.snapshot.skip_snapshot_verify(paths=["$..logGroups..deletionProtectionEnabled"])
+    def test_describe_log_groups_with_prefix(self, aws_client, snapshot, cleanups):
+        """Test describing log groups with prefix filter."""
+        snapshot.add_transformer(snapshot.transform.logs_api())
+        prefix = f"test-prefix-{short_uid()}"
+        log_group_names = [f"{prefix}-group-{i}" for i in range(3)]
+
+        for name in log_group_names:
+            aws_client.logs.create_log_group(logGroupName=name)
+            cleanups.append(lambda n=name: aws_client.logs.delete_log_group(logGroupName=n))
+
+        response = aws_client.logs.describe_log_groups(logGroupNamePrefix=prefix)
+        snapshot.match("describe-log-groups-prefix", response)
+        for name in log_group_names:
+            assert _log_group_exists(response["logGroups"], name)
+
+    @markers.aws.validated
+    @markers.snapshot.skip_snapshot_verify(
+        paths=[
+            "$..describe-log-groups-pattern.logGroups..storedBytes",
+            "$..describe-log-groups-pattern.nextToken",
+        ]
+    )
+    def test_describe_log_groups_with_pattern(self, aws_client, snapshot, cleanups):
+        """Test describing log groups with pattern filter."""
+        snapshot.add_transformer(snapshot.transform.logs_api())
+        unique_id = short_uid()
+        log_group_name = f"test-pattern-{unique_id}"
+
+        aws_client.logs.create_log_group(logGroupName=log_group_name)
+        cleanups.append(lambda: aws_client.logs.delete_log_group(logGroupName=log_group_name))
+
+        # Pattern matching may take time on AWS
+        def log_group_found_by_pattern():
+            log_groups = aws_client.logs.describe_log_groups(logGroupNamePattern=unique_id).get(
+                "logGroups", []
+            )
+            return _log_group_exists(log_groups, log_group_name)
+
+        assert poll_condition(log_group_found_by_pattern, timeout=5.0, interval=0.5)
+
+        response = aws_client.logs.describe_log_groups(logGroupNamePattern=unique_id)
+        snapshot.match("describe-log-groups-pattern", response)
+
+    @markers.aws.validated
+    def test_describe_log_groups_prefix_and_pattern_error(self, aws_client, snapshot, cleanups):
+        """Test that using both prefix and pattern raises an error."""
+        log_group_name = f"test-log-group-{short_uid()}"
+        aws_client.logs.create_log_group(logGroupName=log_group_name)
+        cleanups.append(lambda: aws_client.logs.delete_log_group(logGroupName=log_group_name))
+
+        with pytest.raises(Exception) as ctx:
+            aws_client.logs.describe_log_groups(
+                logGroupNamePattern=log_group_name, logGroupNamePrefix=log_group_name
+            )
+        snapshot.match("error-prefix-and-pattern", ctx.value.response)
+
+    @markers.aws.validated
+    @markers.snapshot.skip_snapshot_verify(paths=["$..nextToken", "$..storedBytes"])
+    def test_list_log_groups_with_pattern(self, aws_client, snapshot, cleanups):
+        """Test listing log groups with pattern filter."""
+        snapshot.add_transformer(snapshot.transform.logs_api())
+        unique_id = short_uid()
+        log_group_name = f"test-list-{unique_id}"
+
+        aws_client.logs.create_log_group(logGroupName=log_group_name)
+        cleanups.append(lambda: aws_client.logs.delete_log_group(logGroupName=log_group_name))
+
+        response = aws_client.logs.list_log_groups(logGroupNamePattern="no-such-group")
+        assert not _log_group_exists(response.get("logGroups", []), log_group_name)
+        snapshot.match("list-log-groups-no-match", response)
+
+        def log_group_found_by_pattern():
+            log_groups = aws_client.logs.describe_log_groups(logGroupNamePattern=unique_id).get(
+                "logGroups", []
+            )
+            return _log_group_exists(log_groups, log_group_name)
+
+        assert poll_condition(log_group_found_by_pattern, interval=0.5, timeout=5)
+        response = aws_client.logs.describe_log_groups(logGroupNamePattern=unique_id).get(
+            "logGroups", []
+        )
+        snapshot.match("list-log-groups-match", response)
+
+
+class TestLogsGroupsRetention:
+    """Tests for log group retention policy operations."""
+
+    @markers.aws.validated
+    def test_put_retention_policy(self, aws_client, cleanups):
+        """Test setting retention policy on a log group."""
+        log_group_name = f"test-retention-{short_uid()}"
+        aws_client.logs.create_log_group(logGroupName=log_group_name)
+        cleanups.append(lambda: aws_client.logs.delete_log_group(logGroupName=log_group_name))
+
+        aws_client.logs.put_retention_policy(logGroupName=log_group_name, retentionInDays=7)
+
+        response = aws_client.logs.describe_log_groups(logGroupNamePrefix=log_group_name)
+        assert response["logGroups"][0].get("retentionInDays") == 7
+
+    @markers.aws.validated
+    def test_delete_retention_policy(self, aws_client, cleanups):
+        """Test deleting retention policy from a log group."""
+        log_group_name = f"test-retention-{short_uid()}"
+        aws_client.logs.create_log_group(logGroupName=log_group_name)
+        cleanups.append(lambda: aws_client.logs.delete_log_group(logGroupName=log_group_name))
+
+        # Set retention policy
+        aws_client.logs.put_retention_policy(logGroupName=log_group_name, retentionInDays=7)
+
+        response = aws_client.logs.describe_log_groups(logGroupNamePrefix=log_group_name)
+        assert response["logGroups"][0].get("retentionInDays") == 7
+
+        # Delete retention policy
+        aws_client.logs.delete_retention_policy(logGroupName=log_group_name)
+
+        response = aws_client.logs.describe_log_groups(logGroupNamePrefix=log_group_name)
+        assert response["logGroups"][0].get("retentionInDays") is None
+
+
+class TestLogsGroupsTags:
+    """Tests for log group tagging operations."""
+
+    @markers.aws.validated
+    def test_create_log_group_with_tags(self, aws_client, snapshot, cleanups):
+        """Test creating a log group with initial tags."""
+        snapshot.add_transformer(snapshot.transform.logs_api())
+        log_group_name = f"test-tags-{short_uid()}"
+
+        aws_client.logs.create_log_group(logGroupName=log_group_name, tags={"env": "testing"})
+        cleanups.append(lambda: aws_client.logs.delete_log_group(logGroupName=log_group_name))
+
+        response = aws_client.logs.list_tags_log_group(logGroupName=log_group_name)
+        snapshot.match("list-tags-after-create", response)
+        assert response["tags"] == {"env": "testing"}
+
+    @markers.aws.validated
+    @pytest.mark.skip(reason="TODO list tags returns empty")
+    def test_tag_log_group(self, aws_client, snapshot, cleanups):
+        """Test adding tags to an existing log group using tag_log_group API."""
+        snapshot.add_transformer(snapshot.transform.logs_api())
+        log_group_name = f"test-tags-{short_uid()}"
+
+        aws_client.logs.create_log_group(logGroupName=log_group_name)
+        cleanups.append(lambda: aws_client.logs.delete_log_group(logGroupName=log_group_name))
+
+        # Add tags
+        aws_client.logs.tag_log_group(
+            logGroupName=log_group_name, tags={"tag_key_1": "tag_value_1"}
+        )
+
+        response = aws_client.logs.list_tags_log_group(logGroupName=log_group_name)
+        snapshot.match("list-tags-after-tag", response)
+        assert response["tags"] == {"tag_key_1": "tag_value_1"}
+
+        # Add more tags
+        aws_client.logs.tag_log_group(
+            logGroupName=log_group_name, tags={"tag_key_2": "tag_value_2"}
+        )
+
+        response = aws_client.logs.list_tags_log_group(logGroupName=log_group_name)
+        assert response["tags"] == {"tag_key_1": "tag_value_1", "tag_key_2": "tag_value_2"}
+
+        # Update existing tag
+        aws_client.logs.tag_log_group(
+            logGroupName=log_group_name, tags={"tag_key_1": "tag_value_XX"}
+        )
+
+        response = aws_client.logs.list_tags_log_group(logGroupName=log_group_name)
+        assert response["tags"] == {"tag_key_1": "tag_value_XX", "tag_key_2": "tag_value_2"}
+
+    @markers.aws.validated
+    @pytest.mark.skip(reason="TODO list tags returns empty")
+    def test_untag_log_group(self, aws_client, snapshot, cleanups):
+        """Test removing tags from a log group using untag_log_group API."""
+        snapshot.add_transformer(snapshot.transform.logs_api())
+        log_group_name = f"test-tags-{short_uid()}"
+
+        aws_client.logs.create_log_group(logGroupName=log_group_name)
+        cleanups.append(lambda: aws_client.logs.delete_log_group(logGroupName=log_group_name))
+
+        # Add tags
+        tags = {"tag_key_1": "tag_value_1", "tag_key_2": "tag_value_2"}
+        aws_client.logs.tag_log_group(logGroupName=log_group_name, tags=tags)
+
+        response = aws_client.logs.list_tags_log_group(logGroupName=log_group_name)
+        assert response["tags"] == tags
+
+        # Remove one tag
+        aws_client.logs.untag_log_group(logGroupName=log_group_name, tags=["tag_key_1"])
+
+        response = aws_client.logs.list_tags_log_group(logGroupName=log_group_name)
+        snapshot.match("list-tags-after-untag", response)
+        assert response["tags"] == {"tag_key_2": "tag_value_2"}
+
+    @markers.aws.validated
+    def test_tag_resource_api(self, aws_client, snapshot, cleanups):
+        """Test tagging log group using the new tag_resource/untag_resource APIs."""
+        snapshot.add_transformer(snapshot.transform.logs_api())
+        log_group_name = f"test-tags-{short_uid()}"
+
+        aws_client.logs.create_log_group(logGroupName=log_group_name, tags={"env": "testing1"})
+        cleanups.append(lambda: aws_client.logs.delete_log_group(logGroupName=log_group_name))
+
+        response = aws_client.logs.list_tags_log_group(logGroupName=log_group_name)
+        snapshot.match("list-tags-after-create", response)
+
+        # Get the log group ARN (without trailing :*)
+        log_group_arn = aws_client.logs.describe_log_groups(logGroupNamePrefix=log_group_name)[
+            "logGroups"
+        ][0]["arn"].rstrip(":*")
+
+        # Add tags using new API
+        aws_client.logs.tag_resource(
+            resourceArn=log_group_arn, tags={"test1": "val1", "test2": "val2"}
+        )
+
+        response = aws_client.logs.list_tags_log_group(logGroupName=log_group_name)
+        response_2 = aws_client.logs.list_tags_for_resource(resourceArn=log_group_arn)
+
+        snapshot.match("list-tags-log-group-after-tag-resource", response)
+        snapshot.match("list-tags-for-resource-after-tag-resource", response_2)
+        # Values should be the same
+        assert response["tags"] == response_2["tags"]
+
+        # Add a tag using old API
+        aws_client.logs.tag_log_group(logGroupName=log_group_name, tags={"test3": "val3"})
+
+        response = aws_client.logs.list_tags_log_group(logGroupName=log_group_name)
+        response_2 = aws_client.logs.list_tags_for_resource(resourceArn=log_group_arn)
+
+        snapshot.match("list-tags-log-group-after-tag-log-group", response)
+        snapshot.match("list-tags-for-resource-after-tag-log-group", response_2)
+        assert response["tags"] == response_2["tags"]
+
+        # Untag using both APIs
+        aws_client.logs.untag_log_group(logGroupName=log_group_name, tags=["test3"])
+        aws_client.logs.untag_resource(resourceArn=log_group_arn, tagKeys=["env", "test1"])
+
+        response = aws_client.logs.list_tags_log_group(logGroupName=log_group_name)
+        response_2 = aws_client.logs.list_tags_for_resource(resourceArn=log_group_arn)
+        snapshot.match("list-tags-log-group-after-untag", response)
+        snapshot.match("list-tags-for-resource-after-untag", response_2)
+
+        assert response["tags"] == response_2["tags"]
diff --git a/tests/aws/services/logs/test_logs_groups.snapshot.json b/tests/aws/services/logs/test_logs_groups.snapshot.json
new file mode 100644
index 0000000000000..a54b3e22915cc
--- /dev/null
+++ b/tests/aws/services/logs/test_logs_groups.snapshot.json
@@ -0,0 +1,278 @@
+{
+  "tests/aws/services/logs/test_logs_groups.py::TestLogsGroups::test_create_log_group_with_kms_key": {
+    "recorded-date": "03-02-2026, 21:00:51",
+    "recorded-content": {
+      "describe-log-groups-with-kms": {
+        "logGroups": [
+          {
+            "arn": "arn:<partition>:logs:<region>:111111111111:log-group:<log-group-name:1>:*",
+            "creationTime": "timestamp",
+            "deletionProtectionEnabled": false,
+            "kmsKeyId": "arn:<partition>:kms:<region>:111111111111:key/<key-id>",
+            "logGroupArn": "arn:<partition>:logs:<region>:111111111111:log-group:<log-group-name:1>",
+            "logGroupClass": "STANDARD",
+            "logGroupName": "<log-group-name:1>",
+            "metricFilterCount": 0,
+            "storedBytes": 0
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/logs/test_logs_groups.py::TestLogsGroups::test_create_log_group_duplicate_error": {
+    "recorded-date": "03-02-2026, 20:57:35",
+    "recorded-content": {
+      "error-duplicate-log-group": {
+        "Error": {
+          "Code": "ResourceAlreadyExistsException",
+          "Message": "The specified log group already exists"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/logs/test_logs_groups.py::TestLogsGroups::test_create_log_group_invalid_name_length": {
+    "recorded-date": "03-02-2026, 20:57:35",
+    "recorded-content": {
+      "error-invalid-name-length": {
+        "Error": {
+          "Code": "InvalidParameterException",
+          "Message": "Invalid LogGroup or LogStream, both must have length less than or equal to 512."
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/logs/test_logs_groups.py::TestLogsGroups::test_describe_log_groups_with_prefix": {
+    "recorded-date": "03-02-2026, 20:57:36",
+    "recorded-content": {
+      "describe-log-groups-prefix": {
+        "logGroups": [
+          {
+            "arn": "arn:<partition>:logs:<region>:111111111111:log-group:<log-group-name:1>:*",
+            "creationTime": "timestamp",
+            "deletionProtectionEnabled": false,
+            "logGroupArn": "arn:<partition>:logs:<region>:111111111111:log-group:<log-group-name:1>",
+            "logGroupClass": "STANDARD",
+            "logGroupName": "<log-group-name:1>",
+            "metricFilterCount": 0,
+            "storedBytes": 0
+          },
+          {
+            "arn": "arn:<partition>:logs:<region>:111111111111:log-group:<log-group-name:2>:*",
+            "creationTime": "timestamp",
+            "deletionProtectionEnabled": false,
+            "logGroupArn": "arn:<partition>:logs:<region>:111111111111:log-group:<log-group-name:2>",
+            "logGroupClass": "STANDARD",
+            "logGroupName": "<log-group-name:2>",
+            "metricFilterCount": 0,
+            "storedBytes": 0
+          },
+          {
+            "arn": "arn:<partition>:logs:<region>:111111111111:log-group:<log-group-name:3>:*",
+            "creationTime": "timestamp",
+            "deletionProtectionEnabled": false,
+            "logGroupArn": "arn:<partition>:logs:<region>:111111111111:log-group:<log-group-name:3>",
+            "logGroupClass": "STANDARD",
+            "logGroupName": "<log-group-name:3>",
+            "metricFilterCount": 0,
+            "storedBytes": 0
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/logs/test_logs_groups.py::TestLogsGroups::test_describe_log_groups_with_pattern": {
+    "recorded-date": "03-02-2026, 20:57:37",
+    "recorded-content": {
+      "describe-log-groups-pattern": {
+        "logGroups": [
+          {
+            "arn": "arn:<partition>:logs:<region>:111111111111:log-group:<log-group-name:1>:*",
+            "creationTime": "timestamp",
+            "logGroupArn": "arn:<partition>:logs:<region>:111111111111:log-group:<log-group-name:1>",
+            "logGroupClass": "STANDARD",
+            "logGroupName": "<log-group-name:1>",
+            "metricFilterCount": 0
+          }
+        ],
+        "nextToken": "<next_token>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/logs/test_logs_groups.py::TestLogsGroups::test_describe_log_groups_prefix_and_pattern_error": {
+    "recorded-date": "03-02-2026, 20:57:38",
+    "recorded-content": {
+      "error-prefix-and-pattern": {
+        "Error": {
+          "Code": "InvalidParameterException",
+          "Message": "LogGroup name prefix and LogGroup name pattern are mutually exclusive parameters."
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/logs/test_logs_groups.py::TestLogsGroups::test_list_log_groups_with_pattern": {
+    "recorded-date": "03-02-2026, 20:57:39",
+    "recorded-content": {
+      "list-log-groups-no-match": {
+        "logGroups": [],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "list-log-groups-match": [
+        {
+          "logGroupName": "<log-group-name:1>",
+          "creationTime": "timestamp",
+          "metricFilterCount": 0,
+          "arn": "arn:<partition>:logs:<region>:111111111111:log-group:<log-group-name:1>:*",
+          "logGroupClass": "STANDARD",
+          "logGroupArn": "arn:<partition>:logs:<region>:111111111111:log-group:<log-group-name:1>"
+        }
+      ]
+    }
+  },
+  "tests/aws/services/logs/test_logs_groups.py::TestLogsGroupsTags::test_create_log_group_with_tags": {
+    "recorded-date": "03-02-2026, 21:03:36",
+    "recorded-content": {
+      "list-tags-after-create": {
+        "tags": {
+          "env": "testing"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/logs/test_logs_groups.py::TestLogsGroupsTags::test_tag_log_group": {
+    "recorded-date": "03-02-2026, 21:03:37",
+    "recorded-content": {
+      "list-tags-after-tag": {
+        "tags": {
+          "tag_key_1": "tag_value_1"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/logs/test_logs_groups.py::TestLogsGroupsTags::test_untag_log_group": {
+    "recorded-date": "03-02-2026, 21:03:38",
+    "recorded-content": {
+      "list-tags-after-untag": {
+        "tags": {
+          "tag_key_2": "tag_value_2"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/logs/test_logs_groups.py::TestLogsGroupsTags::test_tag_resource_api": {
+    "recorded-date": "03-02-2026, 21:03:39",
+    "recorded-content": {
+      "list-tags-after-create": {
+        "tags": {
+          "env": "testing1"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "list-tags-log-group-after-tag-resource": {
+        "tags": {
+          "env": "testing1",
+          "test1": "val1",
+          "test2": "val2"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "list-tags-for-resource-after-tag-resource": {
+        "tags": {
+          "env": "testing1",
+          "test1": "val1",
+          "test2": "val2"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "list-tags-log-group-after-tag-log-group": {
+        "tags": {
+          "env": "testing1",
+          "test1": "val1",
+          "test2": "val2",
+          "test3": "val3"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "list-tags-for-resource-after-tag-log-group": {
+        "tags": {
+          "env": "testing1",
+          "test1": "val1",
+          "test2": "val2",
+          "test3": "val3"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "list-tags-log-group-after-untag": {
+        "tags": {
+          "test2": "val2"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "list-tags-for-resource-after-untag": {
+        "tags": {
+          "test2": "val2"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  }
+}
diff --git a/tests/aws/services/logs/test_logs_groups.validation.json b/tests/aws/services/logs/test_logs_groups.validation.json
new file mode 100644
index 0000000000000..3d75b348d5cd0
--- /dev/null
+++ b/tests/aws/services/logs/test_logs_groups.validation.json
@@ -0,0 +1,128 @@
+{
+  "tests/aws/services/logs/test_logs_groups.py::TestLogsGroups::test_create_and_delete_log_group": {
+    "last_validated_date": "2026-02-03T20:57:33+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.78,
+      "teardown": 0.0,
+      "total": 0.78
+    }
+  },
+  "tests/aws/services/logs/test_logs_groups.py::TestLogsGroups::test_create_log_group_duplicate_error": {
+    "last_validated_date": "2026-02-03T20:57:35+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.18,
+      "teardown": 0.1,
+      "total": 0.28
+    }
+  },
+  "tests/aws/services/logs/test_logs_groups.py::TestLogsGroups::test_create_log_group_invalid_name_length": {
+    "last_validated_date": "2026-02-03T20:57:35+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.07,
+      "teardown": 0.0,
+      "total": 0.07
+    }
+  },
+  "tests/aws/services/logs/test_logs_groups.py::TestLogsGroups::test_create_log_group_with_kms_key": {
+    "last_validated_date": "2026-02-03T21:00:51+00:00",
+    "durations_in_seconds": {
+      "setup": 0.39,
+      "call": 0.94,
+      "teardown": 0.21,
+      "total": 1.54
+    }
+  },
+  "tests/aws/services/logs/test_logs_groups.py::TestLogsGroups::test_describe_log_groups_prefix_and_pattern_error": {
+    "last_validated_date": "2026-02-03T20:57:38+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.16,
+      "teardown": 0.11,
+      "total": 0.27
+    }
+  },
+  "tests/aws/services/logs/test_logs_groups.py::TestLogsGroups::test_describe_log_groups_with_pattern": {
+    "last_validated_date": "2026-02-03T20:57:37+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 1.46,
+      "teardown": 0.1,
+      "total": 1.56
+    }
+  },
+  "tests/aws/services/logs/test_logs_groups.py::TestLogsGroups::test_describe_log_groups_with_prefix": {
+    "last_validated_date": "2026-02-03T20:57:36+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.41,
+      "teardown": 0.31,
+      "total": 0.72
+    }
+  },
+  "tests/aws/services/logs/test_logs_groups.py::TestLogsGroups::test_list_log_groups_with_pattern": {
+    "last_validated_date": "2026-02-03T20:57:39+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 1.52,
+      "teardown": 0.1,
+      "total": 1.62
+    }
+  },
+  "tests/aws/services/logs/test_logs_groups.py::TestLogsGroupsRetention::test_delete_retention_policy": {
+    "last_validated_date": "2026-02-03T21:02:41+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.43,
+      "teardown": 0.11,
+      "total": 0.54
+    }
+  },
+  "tests/aws/services/logs/test_logs_groups.py::TestLogsGroupsRetention::test_put_retention_policy": {
+    "last_validated_date": "2026-02-03T21:02:40+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 0.59,
+      "teardown": 0.13,
+      "total": 0.73
+    }
+  },
+  "tests/aws/services/logs/test_logs_groups.py::TestLogsGroupsTags::test_create_log_group_with_tags": {
+    "last_validated_date": "2026-02-03T21:03:36+00:00",
+    "durations_in_seconds": {
+      "setup": 0.38,
+      "call": 0.51,
+      "teardown": 0.18,
+      "total": 1.07
+    }
+  },
+  "tests/aws/services/logs/test_logs_groups.py::TestLogsGroupsTags::test_tag_log_group": {
+    "last_validated_date": "2026-02-03T21:03:37+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.63,
+      "teardown": 0.14,
+      "total": 0.77
+    }
+  },
+  "tests/aws/services/logs/test_logs_groups.py::TestLogsGroupsTags::test_tag_resource_api": {
+    "last_validated_date": "2026-02-03T21:03:39+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 1.17,
+      "teardown": 0.13,
+      "total": 1.3
+    }
+  },
+  "tests/aws/services/logs/test_logs_groups.py::TestLogsGroupsTags::test_untag_log_group": {
+    "last_validated_date": "2026-02-03T21:03:38+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.46,
+      "teardown": 0.13,
+      "total": 0.59
+    }
+  }
+}
diff --git a/tests/aws/services/logs/test_logs_metric_filters.py b/tests/aws/services/logs/test_logs_metric_filters.py
new file mode 100644
index 0000000000000..d149883b746f9
--- /dev/null
+++ b/tests/aws/services/logs/test_logs_metric_filters.py
@@ -0,0 +1,460 @@
+"""Tests for CloudWatch Logs - Metric Filter operations."""
+
+import pytest
+from localstack_snapshot.pytest.snapshot import is_aws
+
+from localstack.testing.pytest import markers
+from localstack.utils.common import now_utc, retry, short_uid
+
+
+class TestMetricFilters:
+    """Tests for metric filter operations."""
+
+    @markers.aws.validated
+    @markers.snapshot.skip_snapshot_verify(
+        paths=[
+            "$..metricFilters..applyOnTransformedLogs",
+            "$..metricFilters..creationTime",
+            "$..metricFilters..metricTransformations..defaultValue",
+        ]
+    )
+    def test_put_metric_filter_basic(self, logs_log_group, aws_client, snapshot, cleanups):
+        """Test basic metric filter creation."""
+        filter_name = f"test-filter-{short_uid()}"
+        namespace = f"test-namespace-{short_uid()}"
+        metric_name = f"test-metric-{short_uid()}"
+
+        snapshot.add_transformer(snapshot.transform.logs_api())
+        snapshot.add_transformer(snapshot.transform.key_value("filterName"))
+        snapshot.add_transformer(snapshot.transform.key_value("metricName"))
+        snapshot.add_transformer(snapshot.transform.key_value("metricNamespace"))
+
+        aws_client.logs.put_metric_filter(
+            logGroupName=logs_log_group,
+            filterName=filter_name,
+            filterPattern=" ",
+            metricTransformations=[
+                {
+                    "metricNamespace": namespace,
+                    "metricName": metric_name,
+                    "metricValue": "1",
+                    "defaultValue": 0,
+                },
+            ],
+        )
+        cleanups.append(
+            lambda: aws_client.logs.delete_metric_filter(
+                logGroupName=logs_log_group, filterName=filter_name
+            )
+        )
+
+        response = aws_client.logs.describe_metric_filters(
+            logGroupName=logs_log_group, filterNamePrefix=filter_name
+        )
+        snapshot.match("describe-metric-filters", response)
+
+    @markers.aws.validated
+    @markers.snapshot.skip_snapshot_verify(
+        paths=[
+            "$..metricFilters..applyOnTransformedLogs",
+            "$..metricFilters..creationTime",
+            "$..metricFilters..metricTransformations..defaultValue",
+        ]
+    )
+    def test_put_metric_filter_json_pattern(self, logs_log_group, aws_client, snapshot, cleanups):
+        """Test metric filter with JSON filter pattern."""
+        filter_name = f"test-filter-json-{short_uid()}"
+        namespace = f"test-namespace-{short_uid()}"
+        metric_name = f"test-metric-{short_uid()}"
+
+        snapshot.add_transformer(snapshot.transform.logs_api())
+        snapshot.add_transformer(snapshot.transform.key_value("filterName"))
+        snapshot.add_transformer(snapshot.transform.key_value("metricName"))
+        snapshot.add_transformer(snapshot.transform.key_value("metricNamespace"))
+
+        aws_client.logs.put_metric_filter(
+            logGroupName=logs_log_group,
+            filterName=filter_name,
+            filterPattern='{$.message = "test"}',
+            metricTransformations=[
+                {
+                    "metricNamespace": namespace,
+                    "metricName": metric_name,
+                    "metricValue": "1",
+                    "defaultValue": 0,
+                },
+            ],
+        )
+        cleanups.append(
+            lambda: aws_client.logs.delete_metric_filter(
+                logGroupName=logs_log_group, filterName=filter_name
+            )
+        )
+
+        response = aws_client.logs.describe_metric_filters(
+            logGroupName=logs_log_group, filterNamePrefix=filter_name
+        )
+        snapshot.match("describe-metric-filters-json", response)
+
+    @markers.aws.validated
+    @markers.snapshot.skip_snapshot_verify(
+        paths=["$..metricFilters..applyOnTransformedLogs", "$..metricFilters..creationTime"]
+    )
+    def test_describe_metric_filters_by_prefix(self, aws_client, snapshot, cleanups):
+        """Test describing metric filters by name prefix."""
+
+        prefix = f"test-filter-prefix-{short_uid()}"
+
+        snapshot.add_transformer(snapshot.transform.logs_api())
+        snapshot.add_transformer(snapshot.transform.key_value("filterName"))
+        snapshot.add_transformer(snapshot.transform.key_value("metricName"))
+        snapshot.add_transformer(snapshot.transform.key_value("metricNamespace"))
+
+        log_groups = []
+        for i in range(2):
+            log_group = f"test-log-group-{short_uid()}"
+            aws_client.logs.create_log_group(logGroupName=log_group)
+            log_groups.append(log_group)
+            cleanups.append(lambda lg=log_group: aws_client.logs.delete_log_group(logGroupName=lg))
+
+            aws_client.logs.put_metric_filter(
+                logGroupName=log_group,
+                filterName=f"{prefix}-{i}",
+                filterPattern=f"filterPattern{i}",
+                metricTransformations=[
+                    {
+                        "metricNamespace": f"namespace{i}",
+                        "metricName": f"metric{i}",
+                        "metricValue": str(i),
+                    },
+                ],
+            )
+            cleanups.append(
+                lambda lg=log_group, fn=f"{prefix}-{i}": aws_client.logs.delete_metric_filter(
+                    logGroupName=lg, filterName=fn
+                )
+            )
+
+        response = aws_client.logs.describe_metric_filters(filterNamePrefix=prefix)
+        snapshot.match("describe-by-prefix", response)
+
+    @markers.aws.validated
+    @markers.snapshot.skip_snapshot_verify(paths=["$..applyOnTransformedLogs", "$..creationTime"])
+    def test_describe_metric_filters_by_log_group(self, aws_client, snapshot, cleanups):
+        """Test describing metric filters by log group name."""
+        snapshot.add_transformer(snapshot.transform.logs_api())
+        snapshot.add_transformer(snapshot.transform.key_value("filterName"))
+
+        log_group1 = f"test-log-group-{short_uid()}"
+        log_group2 = f"test-log-group-{short_uid()}"
+
+        for log_group in [log_group1, log_group2]:
+            aws_client.logs.create_log_group(logGroupName=log_group)
+            cleanups.append(lambda lg=log_group: aws_client.logs.delete_log_group(logGroupName=lg))
+
+            aws_client.logs.put_metric_filter(
+                logGroupName=log_group,
+                filterName=f"filter-{short_uid()}",
+                filterPattern="pattern",
+                metricTransformations=[
+                    {
+                        "metricNamespace": "namespace",
+                        "metricName": "metric",
+                        "metricValue": "1",
+                    },
+                ],
+            )
+
+        response = aws_client.logs.describe_metric_filters(logGroupName=log_group1)
+        snapshot.match("describe-by-log-group", response)
+
+    @markers.aws.validated
+    @markers.snapshot.skip_snapshot_verify(paths=["$..applyOnTransformedLogs", "$..creationTime"])
+    def test_describe_metric_filters_by_metric_name(
+        self, aws_client, snapshot, cleanups, logs_log_group
+    ):
+        """Test describing metric filters by metric name and namespace."""
+
+        snapshot.add_transformer(snapshot.transform.logs_api())
+        snapshot.add_transformer(snapshot.transform.key_value("filterName"))
+        snapshot.add_transformer(snapshot.transform.key_value("metricName"))
+        snapshot.add_transformer(snapshot.transform.key_value("metricNamespace"))
+
+        log_group = logs_log_group
+
+        metric_name = f"test-metric-{short_uid()}"
+        namespace = f"test-namespace-{short_uid()}"
+
+        aws_client.logs.put_metric_filter(
+            logGroupName=log_group,
+            filterName=f"filter-{short_uid()}",
+            filterPattern="pattern",
+            metricTransformations=[
+                {
+                    "metricNamespace": namespace,
+                    "metricName": metric_name,
+                    "metricValue": "1",
+                },
+            ],
+        )
+
+        response = aws_client.logs.describe_metric_filters(
+            metricName=metric_name, metricNamespace=namespace
+        )
+        snapshot.match("describe-by-metric-name", response)
+
+    @markers.aws.validated
+    def test_delete_metric_filter(self, logs_log_group, aws_client):
+        """Test deleting a metric filter."""
+        filter_name = f"test-filter-{short_uid()}"
+
+        aws_client.logs.put_metric_filter(
+            logGroupName=logs_log_group,
+            filterName=filter_name,
+            filterPattern="{ $.val = * }",
+            metricTransformations=[
+                {
+                    "metricNamespace": "namespace",
+                    "metricName": "metric",
+                    "metricValue": "$.value",
+                },
+            ],
+        )
+
+        response = aws_client.logs.describe_metric_filters(
+            logGroupName=logs_log_group, filterNamePrefix=filter_name
+        )
+        assert len(response["metricFilters"]) == 1
+
+        # Delete the filter
+        aws_client.logs.delete_metric_filter(logGroupName=logs_log_group, filterName=filter_name)
+
+        response = aws_client.logs.describe_metric_filters(
+            logGroupName=logs_log_group, filterNamePrefix=filter_name
+        )
+        assert len(response["metricFilters"]) == 0
+
+    @markers.aws.validated
+    def test_put_metric_filter_with_special_namespace(self, logs_log_group, aws_client, cleanups):
+        """Test metric filter with special characters in namespace."""
+        filter_name = f"test-filter-{short_uid()}"
+        namespace = "A.B-c_d/1#2:metricNamespace"  # Valid namespace with special chars
+
+        aws_client.logs.put_metric_filter(
+            logGroupName=logs_log_group,
+            filterName=filter_name,
+            filterPattern="filterPattern",
+            metricTransformations=[
+                {
+                    "metricNamespace": namespace,
+                    "metricName": "metricName",
+                    "metricValue": "1",
+                },
+            ],
+        )
+        cleanups.append(
+            lambda: aws_client.logs.delete_metric_filter(
+                logGroupName=logs_log_group, filterName=filter_name
+            )
+        )
+
+        response = aws_client.logs.describe_metric_filters(
+            metricName="metricName", metricNamespace=namespace
+        )
+        assert len(response["metricFilters"]) == 1
+        assert response["metricFilters"][0]["filterName"] == filter_name
+
+
+class TestMetricFiltersValidation:
+    """Tests for metric filter validation."""
+
+    @markers.aws.validated
+    @markers.snapshot.skip_snapshot_verify(paths=["$..Error.Message"])
+    def test_put_metric_filter_invalid_filter_name(self, logs_log_group, aws_client, snapshot):
+        """Test that filter names over 512 characters are rejected."""
+        invalid_filter_name = "X" * 513
+
+        with pytest.raises(Exception) as ctx:
+            aws_client.logs.put_metric_filter(
+                logGroupName=logs_log_group,
+                filterName=invalid_filter_name,
+                filterPattern="pattern",
+                metricTransformations=[
+                    {
+                        "metricNamespace": "namespace",
+                        "metricName": "metric",
+                        "metricValue": "1",
+                    },
+                ],
+            )
+        snapshot.match("error-invalid-filter-name", ctx.value.response)
+
+    @markers.aws.validated
+    @markers.snapshot.skip_snapshot_verify(paths=["$..Error.Message"])
+    def test_put_metric_filter_invalid_filter_pattern(self, logs_log_group, aws_client, snapshot):
+        """Test that filter patterns over 1024 characters are rejected."""
+        invalid_filter_pattern = "X" * 1025
+
+        with pytest.raises(Exception) as ctx:
+            aws_client.logs.put_metric_filter(
+                logGroupName=logs_log_group,
+                filterName="valid-filter",
+                filterPattern=invalid_filter_pattern,
+                metricTransformations=[
+                    {
+                        "metricNamespace": "namespace",
+                        "metricName": "metric",
+                        "metricValue": "1",
+                    },
+                ],
+            )
+        snapshot.match("error-invalid-filter-pattern", ctx.value.response)
+
+    @markers.aws.validated
+    @markers.snapshot.skip_snapshot_verify(paths=["$..Error.Message"])
+    def test_put_metric_filter_too_many_transformations(self, logs_log_group, aws_client, snapshot):
+        """Test that more than 1 metric transformation is rejected."""
+        with pytest.raises(Exception) as ctx:
+            aws_client.logs.put_metric_filter(
+                logGroupName=logs_log_group,
+                filterName="valid-filter",
+                filterPattern="pattern",
+                metricTransformations=[
+                    {
+                        "metricNamespace": "namespace1",
+                        "metricName": "metric1",
+                        "metricValue": "1",
+                    },
+                    {
+                        "metricNamespace": "namespace2",
+                        "metricName": "metric2",
+                        "metricValue": "1",
+                    },
+                ],
+            )
+        snapshot.match("error-too-many-transformations", ctx.value.response)
+
+    @markers.aws.validated
+    @markers.snapshot.skip_snapshot_verify(paths=["$..Error.Message"])
+    def test_delete_metric_filter_invalid_filter_name(self, logs_log_group, aws_client, snapshot):
+        """Test delete metric filter with invalid filter name."""
+        invalid_filter_name = "X" * 513
+
+        with pytest.raises(Exception) as ctx:
+            aws_client.logs.delete_metric_filter(
+                logGroupName=logs_log_group, filterName=invalid_filter_name
+            )
+        snapshot.match("error-invalid-filter-name", ctx.value.response)
+
+    @markers.aws.validated
+    @markers.snapshot.skip_snapshot_verify(paths=["$..Error.Message"])
+    def test_delete_metric_filter_invalid_log_group_name(self, aws_client, snapshot):
+        """Test delete metric filter with invalid log group name."""
+        invalid_log_group_name = "X" * 513
+
+        with pytest.raises(Exception) as ctx:
+            aws_client.logs.delete_metric_filter(
+                logGroupName=invalid_log_group_name, filterName="valid-filter"
+            )
+        snapshot.match("error-invalid-log-group-name", ctx.value.response)
+
+    @markers.aws.validated
+    @markers.snapshot.skip_snapshot_verify(paths=["$..Error.Message"])
+    def test_describe_metric_filters_invalid_parameters(self, aws_client, snapshot):
+        """Test describe metric filters with invalid parameter lengths."""
+        # Invalid filter name prefix (over 512 chars)
+        with pytest.raises(Exception) as ctx:
+            aws_client.logs.describe_metric_filters(filterNamePrefix="X" * 513)
+        snapshot.match("error-invalid-filter-prefix", ctx.value.response)
+
+        # Invalid metric name (over 255 chars)
+        with pytest.raises(Exception) as ctx:
+            aws_client.logs.describe_metric_filters(metricName="X" * 256, metricNamespace="valid")
+        snapshot.match("error-invalid-metric-name", ctx.value.response)
+
+
+class TestMetricFiltersCloudWatchIntegration:
+    """Tests for metric filter integration with CloudWatch metrics."""
+
+    @markers.aws.validated
+    @pytest.mark.skip(reason="TODO - Fails against pro")
+    def test_metric_filters_publish_to_cloudwatch(
+        self, logs_log_group, logs_log_stream, aws_client
+    ):
+        """Test that metric filters publish metrics to CloudWatch."""
+        basic_filter_name = f"test-filter-basic-{short_uid()}"
+        json_filter_name = f"test-filter-json-{short_uid()}"
+        namespace_name = f"test-metric-namespace-{short_uid()}"
+        basic_metric_name = f"test-basic-metric-{short_uid()}"
+        json_metric_name = f"test-json-metric-{short_uid()}"
+
+        basic_transforms = {
+            "metricNamespace": namespace_name,
+            "metricName": basic_metric_name,
+            "metricValue": "1",
+            "defaultValue": 0,
+        }
+        json_transforms = {
+            "metricNamespace": namespace_name,
+            "metricName": json_metric_name,
+            "metricValue": "1",
+            "defaultValue": 0,
+        }
+
+        aws_client.logs.put_metric_filter(
+            logGroupName=logs_log_group,
+            filterName=basic_filter_name,
+            filterPattern=" ",
+            metricTransformations=[basic_transforms],
+        )
+        aws_client.logs.put_metric_filter(
+            logGroupName=logs_log_group,
+            filterName=json_filter_name,
+            filterPattern='{$.message = "test"}',
+            metricTransformations=[json_transforms],
+        )
+
+        response = aws_client.logs.describe_metric_filters(
+            logGroupName=logs_log_group, filterNamePrefix="test-filter-"
+        )
+        assert response["ResponseMetadata"]["HTTPStatusCode"] == 200
+        filter_names = [_filter["filterName"] for _filter in response["metricFilters"]]
+        assert basic_filter_name in filter_names
+        assert json_filter_name in filter_names
+
+        # Put log events and assert metrics being published
+        events = [
+            {"timestamp": now_utc(millis=True), "message": "log message 1"},
+            {"timestamp": now_utc(millis=True), "message": "log message 2"},
+        ]
+        aws_client.logs.put_log_events(
+            logGroupName=logs_log_group, logStreamName=logs_log_stream, logEvents=events
+        )
+
+        # List metrics
+        def list_metrics():
+            res = aws_client.cloudwatch.list_metrics(Namespace=namespace_name)
+            assert len(res["Metrics"]) == 2
+
+        retry(
+            list_metrics,
+            retries=20 if is_aws() else 5,
+            sleep=5 if is_aws() else 1,
+            sleep_before=3 if is_aws() else 0,
+        )
+
+        # Delete filters
+        aws_client.logs.delete_metric_filter(
+            logGroupName=logs_log_group, filterName=basic_filter_name
+        )
+        aws_client.logs.delete_metric_filter(
+            logGroupName=logs_log_group, filterName=json_filter_name
+        )
+
+        response = aws_client.logs.describe_metric_filters(
+            logGroupName=logs_log_group, filterNamePrefix="test-filter-"
+        )
+        assert response["ResponseMetadata"]["HTTPStatusCode"] == 200
+        filter_names = [_filter["filterName"] for _filter in response["metricFilters"]]
+        assert basic_filter_name not in filter_names
+        assert json_filter_name not in filter_names
diff --git a/tests/aws/services/logs/test_logs_metric_filters.snapshot.json b/tests/aws/services/logs/test_logs_metric_filters.snapshot.json
new file mode 100644
index 0000000000000..d2b65cb4adfdd
--- /dev/null
+++ b/tests/aws/services/logs/test_logs_metric_filters.snapshot.json
@@ -0,0 +1,253 @@
+{
+  "tests/aws/services/logs/test_logs_metric_filters.py::TestMetricFilters::test_put_metric_filter_basic": {
+    "recorded-date": "05-02-2026, 21:13:19",
+    "recorded-content": {
+      "describe-metric-filters": {
+        "metricFilters": [
+          {
+            "applyOnTransformedLogs": false,
+            "creationTime": "timestamp",
+            "filterName": "<filter-name:1>",
+            "filterPattern": " ",
+            "logGroupName": "<log-group-name:1>",
+            "metricTransformations": [
+              {
+                "defaultValue": 0.0,
+                "metricName": "<metric-name:1>",
+                "metricNamespace": "<metric-namespace:1>",
+                "metricValue": "1"
+              }
+            ]
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/logs/test_logs_metric_filters.py::TestMetricFilters::test_put_metric_filter_json_pattern": {
+    "recorded-date": "05-02-2026, 21:15:47",
+    "recorded-content": {
+      "describe-metric-filters-json": {
+        "metricFilters": [
+          {
+            "applyOnTransformedLogs": false,
+            "creationTime": "timestamp",
+            "filterName": "<filter-name:1>",
+            "filterPattern": "{$.message = \"test\"}",
+            "logGroupName": "<log-group-name:1>",
+            "metricTransformations": [
+              {
+                "defaultValue": 0.0,
+                "metricName": "<metric-name:1>",
+                "metricNamespace": "<metric-namespace:1>",
+                "metricValue": "1"
+              }
+            ]
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/logs/test_logs_metric_filters.py::TestMetricFilters::test_describe_metric_filters_by_prefix": {
+    "recorded-date": "05-02-2026, 21:17:23",
+    "recorded-content": {
+      "describe-by-prefix": {
+        "metricFilters": [
+          {
+            "applyOnTransformedLogs": false,
+            "creationTime": "timestamp",
+            "filterName": "<filter-name:1>",
+            "filterPattern": "filterPattern0",
+            "logGroupName": "<log-group-name:1>",
+            "metricTransformations": [
+              {
+                "metricName": "<metric-name:1>",
+                "metricNamespace": "<metric-namespace:1>",
+                "metricValue": "0"
+              }
+            ]
+          },
+          {
+            "applyOnTransformedLogs": false,
+            "creationTime": "timestamp",
+            "filterName": "<filter-name:2>",
+            "filterPattern": "filterPattern1",
+            "logGroupName": "<log-group-name:2>",
+            "metricTransformations": [
+              {
+                "metricName": "<metric-name:2>",
+                "metricNamespace": "<metric-namespace:2>",
+                "metricValue": "1"
+              }
+            ]
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/logs/test_logs_metric_filters.py::TestMetricFilters::test_describe_metric_filters_by_log_group": {
+    "recorded-date": "05-02-2026, 21:26:37",
+    "recorded-content": {
+      "describe-by-log-group": {
+        "metricFilters": [
+          {
+            "applyOnTransformedLogs": false,
+            "creationTime": "timestamp",
+            "filterName": "<filter-name:1>",
+            "filterPattern": "pattern",
+            "logGroupName": "<log-group-name:1>",
+            "metricTransformations": [
+              {
+                "metricName": "metric",
+                "metricNamespace": "namespace",
+                "metricValue": "1"
+              }
+            ]
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/logs/test_logs_metric_filters.py::TestMetricFilters::test_describe_metric_filters_by_metric_name": {
+    "recorded-date": "05-02-2026, 21:28:35",
+    "recorded-content": {
+      "describe-by-metric-name": {
+        "metricFilters": [
+          {
+            "applyOnTransformedLogs": false,
+            "creationTime": "timestamp",
+            "filterName": "<filter-name:1>",
+            "filterPattern": "pattern",
+            "logGroupName": "<log-group-name:1>",
+            "metricTransformations": [
+              {
+                "metricName": "<metric-name:1>",
+                "metricNamespace": "<metric-namespace:1>",
+                "metricValue": "1"
+              }
+            ]
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/logs/test_logs_metric_filters.py::TestMetricFiltersValidation::test_put_metric_filter_invalid_filter_name": {
+    "recorded-date": "05-02-2026, 21:30:38",
+    "recorded-content": {
+      "error-invalid-filter-name": {
+        "Error": {
+          "Code": "InvalidParameterException",
+          "Message": "1 validation error detected: Value 'XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX' at 'filterName' failed to satisfy constraint: Member must have length less than or equal to 512"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/logs/test_logs_metric_filters.py::TestMetricFiltersValidation::test_put_metric_filter_invalid_filter_pattern": {
+    "recorded-date": "05-02-2026, 21:31:40",
+    "recorded-content": {
+      "error-invalid-filter-pattern": {
+        "Error": {
+          "Code": "InvalidParameterException",
+          "Message": "1 validation error detected: Value 'XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX' at 'filterPattern' failed to satisfy constraint: Member must have length less than or equal to 1024"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/logs/test_logs_metric_filters.py::TestMetricFiltersValidation::test_put_metric_filter_too_many_transformations": {
+    "recorded-date": "05-02-2026, 21:32:47",
+    "recorded-content": {
+      "error-too-many-transformations": {
+        "Error": {
+          "Code": "InvalidParameterException",
+          "Message": "1 validation error detected: Value '[MetricTransformation(metricName=metric1, metricNamespace=namespace1, metricValue=1, defaultValue=null, unit=null, dimensions=null), MetricTransformation(metricName=metric2, metricNamespace=namespace2, metricValue=1, defaultValue=null, unit=null, dimensions=null)]' at 'metricTransformations' failed to satisfy constraint: Member must have length less than or equal to 1"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/logs/test_logs_metric_filters.py::TestMetricFiltersValidation::test_delete_metric_filter_invalid_filter_name": {
+    "recorded-date": "05-02-2026, 21:33:33",
+    "recorded-content": {
+      "error-invalid-filter-name": {
+        "Error": {
+          "Code": "InvalidParameterException",
+          "Message": "1 validation error detected: Value 'XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX' at 'filterName' failed to satisfy constraint: Member must have length less than or equal to 512"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/logs/test_logs_metric_filters.py::TestMetricFiltersValidation::test_delete_metric_filter_invalid_log_group_name": {
+    "recorded-date": "05-02-2026, 21:34:19",
+    "recorded-content": {
+      "error-invalid-log-group-name": {
+        "Error": {
+          "Code": "InvalidParameterException",
+          "Message": "Invalid LogGroup or LogStream, both must have length less than or equal to 512."
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/logs/test_logs_metric_filters.py::TestMetricFiltersValidation::test_describe_metric_filters_invalid_parameters": {
+    "recorded-date": "05-02-2026, 21:34:54",
+    "recorded-content": {
+      "error-invalid-filter-prefix": {
+        "Error": {
+          "Code": "InvalidParameterException",
+          "Message": "1 validation error detected: Value 'XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX' at 'filterNamePrefix' failed to satisfy constraint: Member must have length less than or equal to 512"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "error-invalid-metric-name": {
+        "Error": {
+          "Code": "InvalidParameterException",
+          "Message": "1 validation error detected: Value 'XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX' at 'metricName' failed to satisfy constraint: Member must have length less than or equal to 255"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  }
+}
diff --git a/tests/aws/services/logs/test_logs_metric_filters.validation.json b/tests/aws/services/logs/test_logs_metric_filters.validation.json
new file mode 100644
index 0000000000000..8a6222bcada1f
--- /dev/null
+++ b/tests/aws/services/logs/test_logs_metric_filters.validation.json
@@ -0,0 +1,119 @@
+{
+  "tests/aws/services/logs/test_logs_metric_filters.py::TestMetricFilters::test_describe_metric_filters_by_log_group": {
+    "last_validated_date": "2026-02-05T21:26:37+00:00",
+    "durations_in_seconds": {
+      "setup": 0.37,
+      "call": 0.79,
+      "teardown": 0.28,
+      "total": 1.44
+    }
+  },
+  "tests/aws/services/logs/test_logs_metric_filters.py::TestMetricFilters::test_describe_metric_filters_by_metric_name": {
+    "last_validated_date": "2026-02-05T21:28:35+00:00",
+    "durations_in_seconds": {
+      "setup": 0.76,
+      "call": 0.23,
+      "teardown": 0.13,
+      "total": 1.12
+    }
+  },
+  "tests/aws/services/logs/test_logs_metric_filters.py::TestMetricFilters::test_describe_metric_filters_by_prefix": {
+    "last_validated_date": "2026-02-05T21:17:23+00:00",
+    "durations_in_seconds": {
+      "setup": 0.36,
+      "call": 0.8,
+      "teardown": 0.44,
+      "total": 1.6
+    }
+  },
+  "tests/aws/services/logs/test_logs_metric_filters.py::TestMetricFilters::test_put_metric_filter_basic": {
+    "last_validated_date": "2026-02-05T21:13:19+00:00",
+    "durations_in_seconds": {
+      "setup": 0.74,
+      "call": 0.21,
+      "teardown": 0.24,
+      "total": 1.19
+    }
+  },
+  "tests/aws/services/logs/test_logs_metric_filters.py::TestMetricFilters::test_put_metric_filter_json_pattern": {
+    "last_validated_date": "2026-02-05T21:15:47+00:00",
+    "durations_in_seconds": {
+      "setup": 0.74,
+      "call": 0.21,
+      "teardown": 0.24,
+      "total": 1.19
+    }
+  },
+  "tests/aws/services/logs/test_logs_metric_filters.py::TestMetricFilters::test_put_metric_filter_with_special_namespace": {
+    "last_validated_date": "2026-02-05T21:29:55+00:00",
+    "durations_in_seconds": {
+      "setup": 0.43,
+      "call": 0.29,
+      "teardown": 0.23,
+      "total": 0.95
+    }
+  },
+  "tests/aws/services/logs/test_logs_metric_filters.py::TestMetricFiltersCloudWatchIntegration::test_metric_filters_publish_to_cloudwatch": {
+    "last_validated_date": "2026-02-09T19:26:41+00:00",
+    "durations_in_seconds": {
+      "setup": 0.49,
+      "call": 4.09,
+      "teardown": 0.23,
+      "total": 4.81
+    }
+  },
+  "tests/aws/services/logs/test_logs_metric_filters.py::TestMetricFiltersValidation::test_delete_metric_filter_invalid_filter_name": {
+    "last_validated_date": "2026-02-05T21:33:33+00:00",
+    "durations_in_seconds": {
+      "setup": 0.74,
+      "call": 0.08,
+      "teardown": 0.14,
+      "total": 0.96
+    }
+  },
+  "tests/aws/services/logs/test_logs_metric_filters.py::TestMetricFiltersValidation::test_delete_metric_filter_invalid_log_group_name": {
+    "last_validated_date": "2026-02-05T21:34:19+00:00",
+    "durations_in_seconds": {
+      "setup": 0.37,
+      "call": 0.32,
+      "teardown": 0.0,
+      "total": 0.69
+    }
+  },
+  "tests/aws/services/logs/test_logs_metric_filters.py::TestMetricFiltersValidation::test_describe_metric_filters_invalid_parameters": {
+    "last_validated_date": "2026-02-05T21:34:54+00:00",
+    "durations_in_seconds": {
+      "setup": 0.35,
+      "call": 0.43,
+      "teardown": 0.0,
+      "total": 0.78
+    }
+  },
+  "tests/aws/services/logs/test_logs_metric_filters.py::TestMetricFiltersValidation::test_put_metric_filter_invalid_filter_name": {
+    "last_validated_date": "2026-02-05T21:30:38+00:00",
+    "durations_in_seconds": {
+      "setup": 0.74,
+      "call": 0.08,
+      "teardown": 0.12,
+      "total": 0.94
+    }
+  },
+  "tests/aws/services/logs/test_logs_metric_filters.py::TestMetricFiltersValidation::test_put_metric_filter_invalid_filter_pattern": {
+    "last_validated_date": "2026-02-05T21:31:40+00:00",
+    "durations_in_seconds": {
+      "setup": 0.75,
+      "call": 0.08,
+      "teardown": 0.14,
+      "total": 0.97
+    }
+  },
+  "tests/aws/services/logs/test_logs_metric_filters.py::TestMetricFiltersValidation::test_put_metric_filter_too_many_transformations": {
+    "last_validated_date": "2026-02-05T21:32:47+00:00",
+    "durations_in_seconds": {
+      "setup": 0.75,
+      "call": 0.08,
+      "teardown": 0.27,
+      "total": 1.1
+    }
+  }
+}
diff --git a/tests/aws/services/logs/test_logs_queries.py b/tests/aws/services/logs/test_logs_queries.py
new file mode 100644
index 0000000000000..5858a21743f2a
--- /dev/null
+++ b/tests/aws/services/logs/test_logs_queries.py
@@ -0,0 +1,215 @@
+"""Tests for CloudWatch Logs - Insights Query operations."""
+
+import time
+
+import pytest
+from localstack_snapshot.pytest.snapshot import is_aws
+
+from localstack.testing.pytest import markers
+from localstack.utils.common import now_utc, retry, short_uid
+
+
+def _get_query_results(aws_client, query_id):
+    def _assert_query_status():
+        query_results = aws_client.logs.get_query_results(queryId=query_id)
+        assert query_results["status"] in ["Complete"]
+        return query_results
+
+    return retry(
+        _assert_query_status,
+        retries=20 if is_aws() else 3,
+        sleep=5 if is_aws() else 1,
+        sleep_before=3 if is_aws() else 0,
+    )
+
+
+class TestCloudWatchLogsInsightsQueries:
+    """Tests for CloudWatch Logs Insights query operations."""
+
+    @markers.aws.validated
+    def test_start_query_basic(self, logs_log_group, aws_client, snapshot):
+        """Test starting a basic query."""
+        snapshot.add_transformer(snapshot.transform.logs_api())
+
+        response = aws_client.logs.start_query(
+            logGroupName=logs_log_group,
+            startTime=int(time.time()) - 3600,  # 1 hour ago
+            endTime=int(time.time()) + 300,  # 5 minutes from now
+            queryString="fields @message",
+        )
+        snapshot.match("start-query", response)
+
+    @markers.aws.validated
+    @markers.snapshot.skip_snapshot_verify(paths=["$..Error.Message"])
+    def test_start_query_log_group_not_found(self, aws_client, snapshot):
+        """Test starting a query on a non-existent log group."""
+        log_group = f"non-existent-{short_uid()}"
+        with pytest.raises(Exception) as ctx:
+            aws_client.logs.start_query(
+                logGroupName=log_group,
+                startTime=int(time.time()) - 3600,
+                endTime=int(time.time()) + 300,
+                queryString="fields @message",
+            )
+        snapshot.add_transformer(snapshot.transform.regex(log_group, "<log-group>"))
+        snapshot.match("error-log-group-not-found", ctx.value.response)
+
+    @markers.aws.validated
+    @markers.snapshot.skip_snapshot_verify(
+        paths=[
+            "$..queries..createTime",
+            "$..queries..queryLanguage",
+            "$..queries..queryString",
+            "$..queries..status",
+        ]
+    )
+    def test_describe_queries(self, logs_log_group, aws_client, snapshot):
+        """Test describing queries for a log group."""
+
+        start_time = int(time.time()) - 3600
+        end_time = int(time.time()) + 300
+
+        # Start a query
+        aws_client.logs.start_query(
+            logGroupName=logs_log_group,
+            startTime=start_time,
+            endTime=end_time,
+            queryString="fields @message",
+        )
+
+        # Describe queries
+        response = aws_client.logs.describe_queries(logGroupName=logs_log_group)
+
+        snapshot.add_transformer(snapshot.transform.key_value("logGroupName"))
+        snapshot.match("describe-queries", response)
+
+    @markers.aws.validated
+    @markers.snapshot.skip_snapshot_verify(
+        paths=["$..queries..queryLanguage", "$..queries..queryString"]
+    )
+    def test_describe_queries_with_status_filter(self, logs_log_group, aws_client, snapshot):
+        """Test decscribing queries with status filter."""
+
+        start_time = int(time.time()) - 3600
+        end_time = int(time.time()) + 300
+
+        # Start a query
+        aws_client.logs.start_query(
+            logGroupName=logs_log_group,
+            startTime=start_time,
+            endTime=end_time,
+            queryString="fields @message",
+        )
+
+        # Describe queries with Complete status
+        def describe_complete_queries():
+            response = aws_client.logs.describe_queries(
+                logGroupName=logs_log_group, status="Complete"
+            )
+            return response
+
+        response = retry(
+            describe_complete_queries,
+            retries=20 if is_aws() else 3,
+            sleep=5 if is_aws() else 1,
+            sleep_before=3 if is_aws() else 0,
+        )
+
+        snapshot.add_transformer(snapshot.transform.logs_api())
+        snapshot.add_transformer(
+            snapshot.transform.key_value("createTime", reference_replacement=False)
+        )
+        snapshot.add_transformer(snapshot.transform.key_value("status"))
+        snapshot.add_transformer(snapshot.transform.regex(str(start_time), "<start-time>"))
+        snapshot.add_transformer(snapshot.transform.regex(str(end_time), "<end-time>"))
+        snapshot.add_transformer(snapshot.transform.regex(logs_log_group, "<log-group>"))
+
+        snapshot.match("describe-queries-complete", response)
+
+        # Query with Scheduled status should return different results
+        response = aws_client.logs.describe_queries(logGroupName=logs_log_group, status="Scheduled")
+        snapshot.match("describe-queries-scheduled", response)
+
+    @markers.aws.validated
+    def test_describe_queries_empty(self, aws_client, cleanups):
+        """Test describing queries for a log group with no queries."""
+        log_group_name = f"test-log-group-{short_uid()}"
+        aws_client.logs.create_log_group(logGroupName=log_group_name)
+        cleanups.append(lambda: aws_client.logs.delete_log_group(logGroupName=log_group_name))
+
+        response = aws_client.logs.describe_queries(logGroupName=log_group_name)
+        assert response["queries"] == []
+
+
+class TestCloudWatchLogsInsightsQueryStrings:
+    """Tests for various CloudWatch Logs Insights query string patterns."""
+
+    def _populate_log_group(self, aws_client, log_group_name, log_stream_name):
+        # Put some log events
+        timestamp = now_utc(millis=True)
+        messages = [
+            {"timestamp": timestamp - (i * 1000), "message": f"event nr {i}"} for i in range(5)
+        ]
+        messages.reverse()
+        aws_client.logs.put_log_events(
+            logGroupName=log_group_name, logStreamName=log_stream_name, logEvents=messages
+        )
+
+    def _query_results(self, aws_client, log_group_name, query):
+        # Start a query
+        start_time = now_utc() - 600  # 10 minutes ago
+        end_time = start_time + 1200  # 10 minutes from now
+
+        def run_query_and_get_results():
+            # Get query results (may need to wait for completion)
+            query_id = aws_client.logs.start_query(
+                logGroupName=log_group_name,
+                startTime=start_time,
+                endTime=end_time,
+                queryString=query,
+            )["queryId"]
+            results = _get_query_results(aws_client, query_id)
+            assert len(results["results"])
+            return results
+
+        return retry(
+            run_query_and_get_results,
+            retries=20 if is_aws() else 3,
+            sleep=5 if is_aws() else 1,
+            sleep_before=3 if is_aws() else 0,
+        )
+
+    @markers.aws.needs_fixing  # The query results are not matching
+    def test_get_query_results(self, logs_log_group, logs_log_stream, aws_client):
+        """Test getting query results."""
+
+        self._populate_log_group(aws_client, logs_log_group, logs_log_stream)
+        response = self._query_results(aws_client, logs_log_group, "fields @message")
+
+        # TODO FIX issue with Logs returning only one message
+        assert len(response["results"]) >= 1
+
+        fields = {row["field"] for result in response["results"] for row in result}
+        assert "@message" in fields or "@ptr" in fields
+
+    @markers.aws.needs_fixing
+    def test_query_with_limit(self, logs_log_group, logs_log_stream, aws_client):
+        """Test query with limit clause."""
+
+        self._populate_log_group(aws_client, logs_log_group, logs_log_stream)
+        response = self._query_results(aws_client, logs_log_group, "fields @message | limit 5")
+
+        # TODO FIX issue with Logs returning only one message
+        assert len(response["results"]) <= 5
+
+    @markers.aws.needs_fixing
+    def test_query_with_sort(self, logs_log_group, logs_log_stream, aws_client):
+        """Test query with sort clause."""
+
+        self._populate_log_group(aws_client, logs_log_group, logs_log_stream)
+        response = self._query_results(
+            aws_client, logs_log_group, "fields @timestamp, @message | sort @timestamp desc"
+        )
+
+        # TODO FIX issue with Logs returning only one message
+        assert len(response["results"])
diff --git a/tests/aws/services/logs/test_logs_queries.snapshot.json b/tests/aws/services/logs/test_logs_queries.snapshot.json
new file mode 100644
index 0000000000000..e99acca475917
--- /dev/null
+++ b/tests/aws/services/logs/test_logs_queries.snapshot.json
@@ -0,0 +1,78 @@
+{
+  "tests/aws/services/logs/test_logs_queries.py::TestCloudWatchLogsInsightsQueries::test_start_query_basic": {
+    "recorded-date": "06-02-2026, 14:49:07",
+    "recorded-content": {
+      "start-query": {
+        "queryId": "<uuid:1>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/logs/test_logs_queries.py::TestCloudWatchLogsInsightsQueries::test_start_query_log_group_not_found": {
+    "recorded-date": "06-02-2026, 14:51:58",
+    "recorded-content": {
+      "error-log-group-not-found": {
+        "Error": {
+          "Code": "ResourceNotFoundException",
+          "Message": "Log group '<log-group>' does not exist for account ID '111111111111' (Service: AWSLogs; Status Code: 400; Error Code: ResourceNotFoundException; Request ID: b04848e1-f91e-4ed5-8a00-413d7c60de9e; Proxy: null)"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/logs/test_logs_queries.py::TestCloudWatchLogsInsightsQueries::test_describe_queries": {
+    "recorded-date": "06-02-2026, 15:47:17",
+    "recorded-content": {
+      "describe-queries": {
+        "queries": [
+          {
+            "createTime": "create-time",
+            "logGroupName": "<log-group-name:1>",
+            "queryId": "<uuid:1>",
+            "queryLanguage": "CWLI",
+            "queryString": "SOURCE \"<log-group-name:1>\" START=<start-time>000 END=<end-time>999 | fields @message",
+            "status": "<status:1>"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/logs/test_logs_queries.py::TestCloudWatchLogsInsightsQueries::test_describe_queries_with_status_filter": {
+    "recorded-date": "06-02-2026, 18:09:24",
+    "recorded-content": {
+      "describe-queries-complete": {
+        "queries": [
+          {
+            "createTime": "create-time",
+            "logGroupName": "<log-group-name:1>",
+            "queryId": "<uuid:1>",
+            "queryLanguage": "CWLI",
+            "queryString": "SOURCE \"<log-group-name:1>\" START=<start-time>000 END=<end-time>999 | fields @message",
+            "status": "<status:1>"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-queries-scheduled": {
+        "queries": [],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  }
+}
diff --git a/tests/aws/services/logs/test_logs_queries.validation.json b/tests/aws/services/logs/test_logs_queries.validation.json
new file mode 100644
index 0000000000000..60b8783165777
--- /dev/null
+++ b/tests/aws/services/logs/test_logs_queries.validation.json
@@ -0,0 +1,65 @@
+{
+  "tests/aws/services/logs/test_logs_queries.py::TestCloudWatchLogsInsightsQueries::test_describe_queries": {
+    "last_validated_date": "2026-02-06T15:47:17+00:00",
+    "durations_in_seconds": {
+      "setup": 0.74,
+      "call": 0.25,
+      "teardown": 0.13,
+      "total": 1.12
+    }
+  },
+  "tests/aws/services/logs/test_logs_queries.py::TestCloudWatchLogsInsightsQueries::test_describe_queries_empty": {
+    "last_validated_date": "2026-02-06T18:09:28+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 0.5,
+      "teardown": 0.12,
+      "total": 0.63
+    }
+  },
+  "tests/aws/services/logs/test_logs_queries.py::TestCloudWatchLogsInsightsQueries::test_describe_queries_with_status_filter": {
+    "last_validated_date": "2026-02-06T18:09:24+00:00",
+    "durations_in_seconds": {
+      "setup": 0.74,
+      "call": 3.37,
+      "teardown": 0.13,
+      "total": 4.24
+    }
+  },
+  "tests/aws/services/logs/test_logs_queries.py::TestCloudWatchLogsInsightsQueries::test_start_query_basic": {
+    "last_validated_date": "2026-02-06T14:49:07+00:00",
+    "durations_in_seconds": {
+      "setup": 0.75,
+      "call": 0.12,
+      "teardown": 0.12,
+      "total": 0.99
+    }
+  },
+  "tests/aws/services/logs/test_logs_queries.py::TestCloudWatchLogsInsightsQueries::test_start_query_log_group_not_found": {
+    "last_validated_date": "2026-02-06T14:51:58+00:00",
+    "durations_in_seconds": {
+      "setup": 0.63,
+      "call": 0.43,
+      "teardown": 0.0,
+      "total": 1.06
+    }
+  },
+  "tests/aws/services/logs/test_logs_queries.py::TestCloudWatchLogsInsightsQueryStrings::test_query_fields_message": {
+    "last_validated_date": "2026-02-06T18:15:06+00:00",
+    "durations_in_seconds": {
+      "setup": 0.5,
+      "call": 122.55,
+      "teardown": 0.27,
+      "total": 123.32
+    }
+  },
+  "tests/aws/services/logs/test_logs_queries.py::TestCloudWatchLogsInsightsQueryStrings::test_query_with_sort": {
+    "last_validated_date": "2026-02-06T18:43:06+00:00",
+    "durations_in_seconds": {
+      "setup": 0.49,
+      "call": 130.93,
+      "teardown": 0.25,
+      "total": 131.67
+    }
+  }
+}
diff --git a/tests/aws/services/logs/test_logs_resource_policies.py b/tests/aws/services/logs/test_logs_resource_policies.py
new file mode 100644
index 0000000000000..9444e02f0b2ea
--- /dev/null
+++ b/tests/aws/services/logs/test_logs_resource_policies.py
@@ -0,0 +1,219 @@
+"""Tests for CloudWatch Logs - Resource Policy operations."""
+
+import json
+
+import pytest
+
+from localstack.testing.pytest import markers
+from localstack.utils.common import short_uid
+
+# Maximum number of resource policies per region (AWS limit)
+MAX_RESOURCE_POLICIES_PER_REGION = 10
+
+JSON_POLICY_DOC = json.dumps(
+    {
+        "Version": "2012-10-17",
+        "Statement": [
+            {
+                "Sid": "Route53LogsToCloudWatchLogs",
+                "Effect": "Allow",
+                "Principal": {"Service": ["route53.amazonaws.com"]},
+                "Action": "logs:PutLogEvents",
+                "Resource": "log_arn",
+            }
+        ],
+    }
+)
+
+
+class TestResourcePolicies:
+    """Tests for resource policy operations."""
+
+    @markers.aws.validated
+    @markers.snapshot.skip_snapshot_verify(paths=["$..policyScope"])
+    def test_put_resource_policy(self, aws_client, snapshot, cleanups):
+        """Test creating a resource policy."""
+        snapshot.add_transformer(snapshot.transform.logs_api())
+        log_group_name = f"test-log-group-{short_uid()}"
+        policy_name = f"test-policy-{short_uid()}"
+
+        # Create a log group to use its ARN in the policy
+        aws_client.logs.create_log_group(logGroupName=log_group_name)
+        cleanups.append(lambda: aws_client.logs.delete_log_group(logGroupName=log_group_name))
+
+        log_group_info = aws_client.logs.describe_log_groups(logGroupNamePrefix=log_group_name)
+        log_group_arn = log_group_info["logGroups"][0]["arn"]
+
+        policy_doc = json.dumps(
+            {
+                "Version": "2012-10-17",
+                "Statement": [
+                    {
+                        "Sid": "Route53LogsToCloudWatchLogs",
+                        "Effect": "Allow",
+                        "Principal": {"Service": ["route53.amazonaws.com"]},
+                        "Action": "logs:PutLogEvents",
+                        "Resource": log_group_arn,
+                    }
+                ],
+            }
+        )
+
+        response = aws_client.logs.put_resource_policy(
+            policyName=policy_name, policyDocument=policy_doc
+        )
+        cleanups.append(lambda: aws_client.logs.delete_resource_policy(policyName=policy_name))
+
+        snapshot.add_transformer(snapshot.transform.key_value("policyName"))
+        snapshot.add_transformer(
+            snapshot.transform.key_value("lastUpdatedTime", reference_replacement=False)
+        )
+        snapshot.add_transformer(snapshot.transform.regex(log_group_arn, "<log-group-arn>"))
+        snapshot.match("put-resource-policy", response)
+
+    @markers.aws.validated
+    @markers.snapshot.skip_snapshot_verify(
+        paths=[
+            "$..policyDocument.Statement..Principal.Service",
+            "$..policyDocument.Version",
+            "$..policyScope",
+        ]
+    )
+    def test_put_resource_policy_update(self, aws_client, snapshot, cleanups):
+        """Test updating an existing resource policy."""
+        policy_name = f"test-policy-{short_uid()}"
+
+        # Create initial policy
+        aws_client.logs.put_resource_policy(policyName=policy_name, policyDocument=JSON_POLICY_DOC)
+        cleanups.append(lambda: aws_client.logs.delete_resource_policy(policyName=policy_name))
+
+        response = aws_client.logs.describe_resource_policies()
+        policies = [p for p in response["resourcePolicies"] if p["policyName"] == policy_name]
+        assert len(policies) == 1
+        created_time = policies[0]["lastUpdatedTime"]
+
+        # Update the policy with different document
+        new_document = '{"Statement":[{"Action":"logs:*","Effect":"Allow","Principal":{"Service": ["route53.amazonaws.com"]},"Resource":"*"}]}'
+        aws_client.logs.put_resource_policy(policyName=policy_name, policyDocument=new_document)
+        response = aws_client.logs.describe_resource_policies()
+        policies = [p for p in response["resourcePolicies"] if p["policyName"] == policy_name]
+
+        assert created_time != policies[0]["lastUpdatedTime"]
+
+        snapshot.add_transformer(snapshot.transform.key_value("policyName"))
+        snapshot.add_transformer(
+            snapshot.transform.key_value("lastUpdatedTime", reference_replacement=False)
+        )
+        snapshot.match("updated-policy", policies[0])
+
+    @markers.aws.validated
+    @markers.snapshot.skip_snapshot_verify(
+        paths=[
+            "$..policyDocument.Statement..Principal.Service",
+            "$..policyDocument.Version",
+            "$..policyScope",
+        ]
+    )
+    def test_describe_resource_policies(self, aws_client, snapshot, cleanups):
+        """Test describing resource policies."""
+        snapshot.add_transformer(snapshot.transform.logs_api())
+        prefix = f"test-policy-{short_uid()}"
+
+        # Create multiple policies
+        for i in range(3):
+            policy_name = f"{prefix}-{i}"
+            aws_client.logs.put_resource_policy(
+                policyName=policy_name, policyDocument=JSON_POLICY_DOC
+            )
+            cleanups.append(
+                lambda pn=policy_name: aws_client.logs.delete_resource_policy(policyName=pn)
+            )
+
+        response = aws_client.logs.describe_resource_policies()
+        snapshot.match("describe-resource-policies", response)
+
+        # Should contain at least the 3 we created
+        policies = [p for p in response["resourcePolicies"] if p["policyName"].startswith(prefix)]
+        snapshot.add_transformer(snapshot.transform.key_value("policyName"))
+        snapshot.add_transformer(
+            snapshot.transform.key_value("lastUpdatedTime", reference_replacement=False)
+        )
+        snapshot.match("policies", policies)
+
+    @markers.aws.validated
+    def test_delete_resource_policy(self, aws_client, cleanups):
+        """Test deleting a resource policy."""
+        policy_name = f"test-policy-{short_uid()}"
+
+        aws_client.logs.put_resource_policy(policyName=policy_name, policyDocument=JSON_POLICY_DOC)
+
+        # Verify it exists
+        response = aws_client.logs.describe_resource_policies()
+        policy_names = [p["policyName"] for p in response["resourcePolicies"]]
+        assert policy_name in policy_names
+
+        # Delete the policy
+        aws_client.logs.delete_resource_policy(policyName=policy_name)
+
+        # Verify it's deleted
+        response = aws_client.logs.describe_resource_policies()
+        policy_names = [p["policyName"] for p in response["resourcePolicies"]]
+        assert policy_name not in policy_names
+
+    @markers.aws.validated
+    @markers.snapshot.skip_snapshot_verify(paths=["$..Error.Message"])
+    def test_delete_resource_policy_not_found(self, aws_client, snapshot):
+        """Test deleting a non-existent resource policy."""
+        with pytest.raises(Exception) as ctx:
+            aws_client.logs.delete_resource_policy(policyName="non-existent")
+        snapshot.match("error-policy-not-found", ctx.value.response)
+
+
+class TestResourcePoliciesLimits:
+    """Tests for resource policy limit enforcement."""
+
+    @markers.aws.validated
+    def test_put_resource_policy_limit_exceeded(self, aws_client, snapshot, cleanups):
+        """Test that creating more than MAX_RESOURCE_POLICIES_PER_REGION fails."""
+        snapshot.add_transformer(snapshot.transform.logs_api())
+        prefix = f"test-policy-limit-{short_uid()}"
+
+        # Create the maximum number of resource policies
+        for idx in range(MAX_RESOURCE_POLICIES_PER_REGION):
+            policy_name = f"{prefix}-{idx}"
+            aws_client.logs.put_resource_policy(
+                policyName=policy_name, policyDocument=JSON_POLICY_DOC
+            )
+            cleanups.append(
+                lambda pn=policy_name: aws_client.logs.delete_resource_policy(policyName=pn)
+            )
+
+        # Try to create one more - should fail
+        with pytest.raises(Exception) as ctx:
+            aws_client.logs.put_resource_policy(
+                policyName=f"{prefix}-too-many", policyDocument=JSON_POLICY_DOC
+            )
+        snapshot.match("error-limit-exceeded", ctx.value.response)
+
+    @markers.aws.validated
+    def test_put_resource_policy_update_existing_when_at_limit(self, aws_client, cleanups):
+        """Test that updating existing policy works even when at limit."""
+        prefix = f"test-policy-limit-{short_uid()}"
+
+        # Create the maximum number of resource policies
+        for idx in range(MAX_RESOURCE_POLICIES_PER_REGION):
+            policy_name = f"{prefix}-{idx}"
+            aws_client.logs.put_resource_policy(
+                policyName=policy_name, policyDocument=JSON_POLICY_DOC
+            )
+            cleanups.append(
+                lambda pn=policy_name: aws_client.logs.delete_resource_policy(policyName=pn)
+            )
+
+        # Update an existing policy - should succeed
+        new_document = '{"Statement":[{"Action":"logs:*","Effect":"Allow","Principal":{"Service":"logs.amazonaws.com"},"Resource":"*"}]}'
+        response = aws_client.logs.put_resource_policy(
+            policyName=f"{prefix}-1", policyDocument=new_document
+        )
+
+        assert response["resourcePolicy"]["policyDocument"] == new_document
diff --git a/tests/aws/services/logs/test_logs_resource_policies.snapshot.json b/tests/aws/services/logs/test_logs_resource_policies.snapshot.json
new file mode 100644
index 0000000000000..9118f990627fd
--- /dev/null
+++ b/tests/aws/services/logs/test_logs_resource_policies.snapshot.json
@@ -0,0 +1,216 @@
+{
+  "tests/aws/services/logs/test_logs_resource_policies.py::TestResourcePolicies::test_put_resource_policy": {
+    "recorded-date": "06-02-2026, 19:30:22",
+    "recorded-content": {
+      "put-resource-policy": {
+        "resourcePolicy": {
+          "lastUpdatedTime": "last-updated-time",
+          "policyDocument": {
+            "Version": "2012-10-17",
+            "Statement": [
+              {
+                "Sid": "Route53LogsToCloudWatchLogs",
+                "Effect": "Allow",
+                "Principal": {
+                  "Service": [
+                    "route53.amazonaws.com"
+                  ]
+                },
+                "Action": "logs:PutLogEvents",
+                "Resource": "<log-group-arn>*"
+              }
+            ]
+          },
+          "policyName": "<policy-name:1>",
+          "policyScope": "ACCOUNT"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/logs/test_logs_resource_policies.py::TestResourcePolicies::test_put_resource_policy_update": {
+    "recorded-date": "06-02-2026, 19:29:16",
+    "recorded-content": {
+      "updated-policy": {
+        "lastUpdatedTime": "last-updated-time",
+        "policyDocument": {
+          "Version": "2008-10-17",
+          "Statement": [
+            {
+              "Effect": "Allow",
+              "Principal": {
+                "Service": "route53.amazonaws.com"
+              },
+              "Action": "logs:*",
+              "Resource": "*"
+            }
+          ]
+        },
+        "policyName": "<policy-name:1>",
+        "policyScope": "ACCOUNT"
+      }
+    }
+  },
+  "tests/aws/services/logs/test_logs_resource_policies.py::TestResourcePolicies::test_describe_resource_policies": {
+    "recorded-date": "06-02-2026, 19:33:10",
+    "recorded-content": {
+      "describe-resource-policies": {
+        "resourcePolicies": [
+          {
+            "lastUpdatedTime": "last-updated-time",
+            "policyDocument": {
+              "Version": "2012-10-17",
+              "Statement": [
+                {
+                  "Sid": "Route53LogsToCloudWatchLogs",
+                  "Effect": "Allow",
+                  "Principal": {
+                    "Service": "route53.amazonaws.com"
+                  },
+                  "Action": "logs:PutLogEvents",
+                  "Resource": "log_arn"
+                }
+              ]
+            },
+            "policyName": "<policy-name:1>",
+            "policyScope": "ACCOUNT"
+          },
+          {
+            "lastUpdatedTime": "last-updated-time",
+            "policyDocument": {
+              "Version": "2012-10-17",
+              "Statement": [
+                {
+                  "Sid": "Route53LogsToCloudWatchLogs",
+                  "Effect": "Allow",
+                  "Principal": {
+                    "Service": "route53.amazonaws.com"
+                  },
+                  "Action": "logs:PutLogEvents",
+                  "Resource": "log_arn"
+                }
+              ]
+            },
+            "policyName": "<policy-name:2>",
+            "policyScope": "ACCOUNT"
+          },
+          {
+            "lastUpdatedTime": "last-updated-time",
+            "policyDocument": {
+              "Version": "2012-10-17",
+              "Statement": [
+                {
+                  "Sid": "Route53LogsToCloudWatchLogs",
+                  "Effect": "Allow",
+                  "Principal": {
+                    "Service": "route53.amazonaws.com"
+                  },
+                  "Action": "logs:PutLogEvents",
+                  "Resource": "log_arn"
+                }
+              ]
+            },
+            "policyName": "<policy-name:3>",
+            "policyScope": "ACCOUNT"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "policies": [
+        {
+          "policyName": "<policy-name:1>",
+          "policyDocument": {
+            "Version": "2012-10-17",
+            "Statement": [
+              {
+                "Sid": "Route53LogsToCloudWatchLogs",
+                "Effect": "Allow",
+                "Principal": {
+                  "Service": "route53.amazonaws.com"
+                },
+                "Action": "logs:PutLogEvents",
+                "Resource": "log_arn"
+              }
+            ]
+          },
+          "lastUpdatedTime": "last-updated-time",
+          "policyScope": "ACCOUNT"
+        },
+        {
+          "policyName": "<policy-name:2>",
+          "policyDocument": {
+            "Version": "2012-10-17",
+            "Statement": [
+              {
+                "Sid": "Route53LogsToCloudWatchLogs",
+                "Effect": "Allow",
+                "Principal": {
+                  "Service": "route53.amazonaws.com"
+                },
+                "Action": "logs:PutLogEvents",
+                "Resource": "log_arn"
+              }
+            ]
+          },
+          "lastUpdatedTime": "last-updated-time",
+          "policyScope": "ACCOUNT"
+        },
+        {
+          "policyName": "<policy-name:3>",
+          "policyDocument": {
+            "Version": "2012-10-17",
+            "Statement": [
+              {
+                "Sid": "Route53LogsToCloudWatchLogs",
+                "Effect": "Allow",
+                "Principal": {
+                  "Service": "route53.amazonaws.com"
+                },
+                "Action": "logs:PutLogEvents",
+                "Resource": "log_arn"
+              }
+            ]
+          },
+          "lastUpdatedTime": "last-updated-time",
+          "policyScope": "ACCOUNT"
+        }
+      ]
+    }
+  },
+  "tests/aws/services/logs/test_logs_resource_policies.py::TestResourcePolicies::test_delete_resource_policy_not_found": {
+    "recorded-date": "06-02-2026, 19:36:10",
+    "recorded-content": {
+      "error-policy-not-found": {
+        "Error": {
+          "Code": "ResourceNotFoundException",
+          "Message": "Policy with name [non-existent] does not exist."
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/logs/test_logs_resource_policies.py::TestResourcePoliciesLimits::test_put_resource_policy_limit_exceeded": {
+    "recorded-date": "06-02-2026, 19:37:18",
+    "recorded-content": {
+      "error-limit-exceeded": {
+        "Error": {
+          "Code": "LimitExceededException",
+          "Message": "Resource limit exceeded."
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  }
+}
diff --git a/tests/aws/services/logs/test_logs_resource_policies.validation.json b/tests/aws/services/logs/test_logs_resource_policies.validation.json
new file mode 100644
index 0000000000000..b0402a0a7c98a
--- /dev/null
+++ b/tests/aws/services/logs/test_logs_resource_policies.validation.json
@@ -0,0 +1,65 @@
+{
+  "tests/aws/services/logs/test_logs_resource_policies.py::TestResourcePolicies::test_delete_resource_policy": {
+    "last_validated_date": "2026-02-06T19:34:19+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 0.65,
+      "teardown": 0.0,
+      "total": 0.66
+    }
+  },
+  "tests/aws/services/logs/test_logs_resource_policies.py::TestResourcePolicies::test_delete_resource_policy_not_found": {
+    "last_validated_date": "2026-02-06T19:36:10+00:00",
+    "durations_in_seconds": {
+      "setup": 0.37,
+      "call": 0.36,
+      "teardown": 0.0,
+      "total": 0.73
+    }
+  },
+  "tests/aws/services/logs/test_logs_resource_policies.py::TestResourcePolicies::test_describe_resource_policies": {
+    "last_validated_date": "2026-02-06T19:33:10+00:00",
+    "durations_in_seconds": {
+      "setup": 0.38,
+      "call": 0.65,
+      "teardown": 0.27,
+      "total": 1.3
+    }
+  },
+  "tests/aws/services/logs/test_logs_resource_policies.py::TestResourcePolicies::test_put_resource_policy": {
+    "last_validated_date": "2026-02-06T19:30:22+00:00",
+    "durations_in_seconds": {
+      "setup": 0.38,
+      "call": 0.57,
+      "teardown": 0.22,
+      "total": 1.17
+    }
+  },
+  "tests/aws/services/logs/test_logs_resource_policies.py::TestResourcePolicies::test_put_resource_policy_update": {
+    "last_validated_date": "2026-02-06T19:29:16+00:00",
+    "durations_in_seconds": {
+      "setup": 0.38,
+      "call": 0.67,
+      "teardown": 0.09,
+      "total": 1.14
+    }
+  },
+  "tests/aws/services/logs/test_logs_resource_policies.py::TestResourcePoliciesLimits::test_put_resource_policy_limit_exceeded": {
+    "last_validated_date": "2026-02-06T19:37:18+00:00",
+    "durations_in_seconds": {
+      "setup": 0.38,
+      "call": 1.47,
+      "teardown": 0.92,
+      "total": 2.77
+    }
+  },
+  "tests/aws/services/logs/test_logs_resource_policies.py::TestResourcePoliciesLimits::test_put_resource_policy_update_existing_when_at_limit": {
+    "last_validated_date": "2026-02-06T19:38:45+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 1.34,
+      "teardown": 0.97,
+      "total": 2.32
+    }
+  }
+}
diff --git a/tests/aws/services/logs/test_logs_streams.py b/tests/aws/services/logs/test_logs_streams.py
new file mode 100644
index 0000000000000..0ecd63ee44870
--- /dev/null
+++ b/tests/aws/services/logs/test_logs_streams.py
@@ -0,0 +1,135 @@
+"""Tests for CloudWatch Logs - Log Stream operations."""
+
+import pytest
+
+from localstack.testing.pytest import markers
+from localstack.utils.aws import arns
+from localstack.utils.common import short_uid
+
+
+def _log_stream_exists(log_streams: list, name: str) -> bool:
+    """Check if a log stream with the given name exists in the list."""
+    return any(ls["logStreamName"] == name for ls in log_streams)
+
+
+class TestLogsStreams:
+    """Tests for log stream create, delete, describe operations."""
+
+    @markers.aws.validated
+    def test_create_and_delete_log_stream(self, logs_log_group, aws_client, snapshot):
+        """Test basic log stream creation and deletion."""
+        snapshot.add_transformer(snapshot.transform.logs_api())
+        stream_name = f"test-log-stream-{short_uid()}"
+
+        # Create log stream
+        aws_client.logs.create_log_stream(logGroupName=logs_log_group, logStreamName=stream_name)
+        snapshot.add_transformer(snapshot.transform.regex(logs_log_group, "<log-group>"))
+
+        # Verify stream exists
+        response = aws_client.logs.describe_log_streams(logGroupName=logs_log_group)
+        snapshot.match("describe-log-streams-after-create", response)
+        assert _log_stream_exists(response["logStreams"], stream_name)
+
+        # Delete log stream
+        aws_client.logs.delete_log_stream(logGroupName=logs_log_group, logStreamName=stream_name)
+
+        # Verify stream is deleted
+        response = aws_client.logs.describe_log_streams(logGroupName=logs_log_group)
+        assert not _log_stream_exists(response.get("logStreams", []), stream_name)
+
+    @markers.aws.validated
+    @markers.snapshot.skip_snapshot_verify(paths=["$..Error.Message"])
+    def test_create_log_stream_duplicate_error(
+        self, logs_log_group, aws_client, snapshot, cleanups
+    ):
+        """Test that creating a duplicate log stream raises an error."""
+        stream_name = f"test-log-stream-{short_uid()}"
+        aws_client.logs.create_log_stream(logGroupName=logs_log_group, logStreamName=stream_name)
+        cleanups.append(
+            lambda: aws_client.logs.delete_log_stream(
+                logGroupName=logs_log_group, logStreamName=stream_name
+            )
+        )
+
+        with pytest.raises(Exception) as ctx:
+            aws_client.logs.create_log_stream(
+                logGroupName=logs_log_group, logStreamName=stream_name
+            )
+        snapshot.match("error-duplicate-log-stream", ctx.value.response)
+
+    @markers.aws.validated
+    def test_describe_log_streams_with_log_group_identifier(
+        self, logs_log_group, aws_client, region_name, snapshot
+    ):
+        """Test describing log streams using logGroupIdentifier parameter."""
+        snapshot.add_transformer(snapshot.transform.logs_api())
+        snapshot.add_transformer(snapshot.transform.regex(logs_log_group, "<log-group>"))
+        stream_name = f"test-log-stream-{short_uid()}"
+        aws_client.logs.create_log_stream(logGroupName=logs_log_group, logStreamName=stream_name)
+
+        # Using logGroupIdentifier with name
+        response = aws_client.logs.describe_log_streams(logGroupIdentifier=logs_log_group)
+        snapshot.match("describe-streams-identifier-name", response)
+        assert _log_stream_exists(response["logStreams"], stream_name)
+
+        # Using logGroupIdentifier with ARN
+        account_id = aws_client.sts.get_caller_identity()["Account"]
+        log_group_arn = arns.log_group_arn(
+            logs_log_group,
+            account_id=account_id,
+            region_name=region_name,
+        )
+        response = aws_client.logs.describe_log_streams(logGroupIdentifier=log_group_arn)
+        snapshot.match("describe-streams-identifier-arn", response)
+        assert _log_stream_exists(response["logStreams"], stream_name)
+
+        # Using both logGroupName and logGroupIdentifier should raise error
+        with pytest.raises(Exception) as ctx:
+            aws_client.logs.describe_log_streams(
+                logGroupName=logs_log_group, logGroupIdentifier=logs_log_group
+            )
+        snapshot.match("error-both-name-and-identifier", ctx.value.response)
+
+    @markers.aws.validated
+    def test_describe_log_streams_with_prefix(self, logs_log_group, aws_client, snapshot, cleanups):
+        """Test describing log streams with prefix filter."""
+        snapshot.add_transformer(snapshot.transform.logs_api())
+        snapshot.add_transformer(snapshot.transform.regex(logs_log_group, "<log-group>"))
+        prefix = f"test-prefix-{short_uid()}"
+        stream_names = [f"{prefix}-stream-{i}" for i in range(3)]
+
+        for name in stream_names:
+            aws_client.logs.create_log_stream(logGroupName=logs_log_group, logStreamName=name)
+            cleanups.append(
+                lambda n=name: aws_client.logs.delete_log_stream(
+                    logGroupName=logs_log_group, logStreamName=n
+                )
+            )
+
+        response = aws_client.logs.describe_log_streams(
+            logGroupName=logs_log_group, logStreamNamePrefix=prefix
+        )
+        snapshot.match("describe-streams-with-prefix", response)
+        for name in stream_names:
+            assert _log_stream_exists(response["logStreams"], name)
+
+    @markers.aws.validated
+    def test_log_stream_arn_format(self, logs_log_group, aws_client, region_name, snapshot):
+        """Test that log stream ARN is in the correct format."""
+        snapshot.add_transformer(snapshot.transform.logs_api())
+        snapshot.add_transformer(snapshot.transform.regex(logs_log_group, "<log-group>"))
+        stream_name = f"test-arn-{short_uid()}"
+        aws_client.logs.create_log_stream(logGroupName=logs_log_group, logStreamName=stream_name)
+
+        response = aws_client.logs.describe_log_streams(logGroupName=logs_log_group)
+        snapshot.match("describe-log-streams-with-arn", response)
+
+        stream = response["logStreams"][0]
+        account_id = aws_client.sts.get_caller_identity()["Account"]
+
+        # Verify ARN format
+        expected_arn = (
+            f"arn:aws:logs:{region_name}:{account_id}:"
+            f"log-group:{logs_log_group}:log-stream:{stream_name}"
+        )
+        assert stream["arn"] == expected_arn
diff --git a/tests/aws/services/logs/test_logs_streams.snapshot.json b/tests/aws/services/logs/test_logs_streams.snapshot.json
new file mode 100644
index 0000000000000..4305a7837c068
--- /dev/null
+++ b/tests/aws/services/logs/test_logs_streams.snapshot.json
@@ -0,0 +1,129 @@
+{
+  "tests/aws/services/logs/test_logs_streams.py::TestLogsStreams::test_create_and_delete_log_stream": {
+    "recorded-date": "03-02-2026, 21:22:58",
+    "recorded-content": {
+      "describe-log-streams-after-create": {
+        "logStreams": [
+          {
+            "arn": "arn:<partition>:logs:<region>:111111111111:log-group:<log-group>:log-stream:<log-stream-name:1>",
+            "creationTime": "timestamp",
+            "logStreamName": "<log-stream-name:1>",
+            "storedBytes": 0
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/logs/test_logs_streams.py::TestLogsStreams::test_create_log_stream_duplicate_error": {
+    "recorded-date": "03-02-2026, 21:22:58",
+    "recorded-content": {
+      "error-duplicate-log-stream": {
+        "Error": {
+          "Code": "ResourceAlreadyExistsException",
+          "Message": "The specified log stream already exists"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/logs/test_logs_streams.py::TestLogsStreams::test_describe_log_streams_with_log_group_identifier": {
+    "recorded-date": "03-02-2026, 21:22:59",
+    "recorded-content": {
+      "describe-streams-identifier-name": {
+        "logStreams": [
+          {
+            "arn": "arn:<partition>:logs:<region>:111111111111:log-group:<log-group>:log-stream:<log-stream-name:1>",
+            "creationTime": "timestamp",
+            "logStreamName": "<log-stream-name:1>",
+            "storedBytes": 0
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-streams-identifier-arn": {
+        "logStreams": [
+          {
+            "arn": "arn:<partition>:logs:<region>:111111111111:log-group:<log-group>:log-stream:<log-stream-name:1>",
+            "creationTime": "timestamp",
+            "logStreamName": "<log-stream-name:1>",
+            "storedBytes": 0
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "error-both-name-and-identifier": {
+        "Error": {
+          "Code": "ValidationException",
+          "Message": "LogGroup name and LogGroup ARN are mutually exclusive parameters."
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/logs/test_logs_streams.py::TestLogsStreams::test_describe_log_streams_with_prefix": {
+    "recorded-date": "03-02-2026, 21:23:00",
+    "recorded-content": {
+      "describe-streams-with-prefix": {
+        "logStreams": [
+          {
+            "arn": "arn:<partition>:logs:<region>:111111111111:log-group:<log-group>:log-stream:<log-stream-name:1>",
+            "creationTime": "timestamp",
+            "logStreamName": "<log-stream-name:1>",
+            "storedBytes": 0
+          },
+          {
+            "arn": "arn:<partition>:logs:<region>:111111111111:log-group:<log-group>:log-stream:<log-stream-name:2>",
+            "creationTime": "timestamp",
+            "logStreamName": "<log-stream-name:2>",
+            "storedBytes": 0
+          },
+          {
+            "arn": "arn:<partition>:logs:<region>:111111111111:log-group:<log-group>:log-stream:<log-stream-name:3>",
+            "creationTime": "timestamp",
+            "logStreamName": "<log-stream-name:3>",
+            "storedBytes": 0
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/logs/test_logs_streams.py::TestLogsStreams::test_log_stream_arn_format": {
+    "recorded-date": "03-02-2026, 21:23:00",
+    "recorded-content": {
+      "describe-log-streams-with-arn": {
+        "logStreams": [
+          {
+            "arn": "arn:<partition>:logs:<region>:111111111111:log-group:<log-group>:log-stream:<log-stream-name:1>",
+            "creationTime": "timestamp",
+            "logStreamName": "<log-stream-name:1>",
+            "storedBytes": 0
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  }
+}
diff --git a/tests/aws/services/logs/test_logs_streams.validation.json b/tests/aws/services/logs/test_logs_streams.validation.json
new file mode 100644
index 0000000000000..a624becfdbe44
--- /dev/null
+++ b/tests/aws/services/logs/test_logs_streams.validation.json
@@ -0,0 +1,47 @@
+{
+  "tests/aws/services/logs/test_logs_streams.py::TestLogsStreams::test_create_and_delete_log_stream": {
+    "last_validated_date": "2026-02-03T21:22:58+00:00",
+    "durations_in_seconds": {
+      "setup": 0.76,
+      "call": 0.38,
+      "teardown": 0.11,
+      "total": 1.25
+    }
+  },
+  "tests/aws/services/logs/test_logs_streams.py::TestLogsStreams::test_create_log_stream_duplicate_error": {
+    "last_validated_date": "2026-02-03T21:22:58+00:00",
+    "durations_in_seconds": {
+      "setup": 0.1,
+      "call": 0.16,
+      "teardown": 0.25,
+      "total": 0.51
+    }
+  },
+  "tests/aws/services/logs/test_logs_streams.py::TestLogsStreams::test_describe_log_streams_with_log_group_identifier": {
+    "last_validated_date": "2026-02-03T21:22:59+00:00",
+    "durations_in_seconds": {
+      "setup": 0.1,
+      "call": 0.41,
+      "teardown": 0.11,
+      "total": 0.62
+    }
+  },
+  "tests/aws/services/logs/test_logs_streams.py::TestLogsStreams::test_describe_log_streams_with_prefix": {
+    "last_validated_date": "2026-02-03T21:23:00+00:00",
+    "durations_in_seconds": {
+      "setup": 0.12,
+      "call": 0.34,
+      "teardown": 0.42,
+      "total": 0.88
+    }
+  },
+  "tests/aws/services/logs/test_logs_streams.py::TestLogsStreams::test_log_stream_arn_format": {
+    "last_validated_date": "2026-02-03T21:23:00+00:00",
+    "durations_in_seconds": {
+      "setup": 0.1,
+      "call": 0.25,
+      "teardown": 0.11,
+      "total": 0.46
+    }
+  }
+}
diff --git a/tests/aws/services/logs/test_logs_subscription_filters.py b/tests/aws/services/logs/test_logs_subscription_filters.py
new file mode 100644
index 0000000000000..483fda7f2055f
--- /dev/null
+++ b/tests/aws/services/logs/test_logs_subscription_filters.py
@@ -0,0 +1,531 @@
+"""Tests for CloudWatch Logs - Subscription Filter operations."""
+
+import base64
+import gzip
+import json
+import re
+
+import pytest
+from localstack_snapshot.snapshots.transformer import KeyValueBasedTransformer
+
+from localstack.aws.api.lambda_ import Runtime
+from localstack.testing.config import TEST_AWS_REGION_NAME
+from localstack.testing.pytest import markers
+from localstack.utils import testutil
+from localstack.utils.aws.arns import get_partition
+from localstack.utils.common import now_utc, retry, short_uid
+from tests.aws.services.lambda_.test_lambda import TEST_LAMBDA_PYTHON_ECHO
+
+# IAM role and policy definitions for cross-service integration
+logs_role = {
+    "Statement": {
+        "Effect": "Allow",
+        "Principal": {"Service": f"logs.{TEST_AWS_REGION_NAME}.amazonaws.com"},
+        "Action": "sts:AssumeRole",
+    }
+}
+
+kinesis_permission = {
+    "Version": "2012-10-17",
+    "Statement": [{"Effect": "Allow", "Action": "kinesis:PutRecord", "Resource": "*"}],
+}
+
+s3_firehose_role = {
+    "Statement": {
+        "Sid": "",
+        "Effect": "Allow",
+        "Principal": {"Service": "firehose.amazonaws.com"},
+        "Action": "sts:AssumeRole",
+    }
+}
+
+s3_firehose_permission = {
+    "Version": "2012-10-17",
+    "Statement": [{"Effect": "Allow", "Action": ["s3:*", "s3-object-lambda:*"], "Resource": "*"}],
+}
+
+firehose_permission = {
+    "Version": "2012-10-17",
+    "Statement": [{"Effect": "Allow", "Action": ["firehose:*"], "Resource": "*"}],
+}
+
+
+def _subscription_filter_exists(filters: list, name: str) -> bool:
+    """Check if a subscription filter with the given name exists in the list."""
+    return any(f["filterName"] == name for f in filters)
+
+
+class TestSubscriptionFilters:
+    """Tests for subscription filter operations."""
+
+    @markers.aws.validated
+    def test_describe_subscription_filters_empty(self, logs_log_group, aws_client, snapshot):
+        """Test describing subscription filters when none exist."""
+        snapshot.add_transformer(snapshot.transform.logs_api())
+        response = aws_client.logs.describe_subscription_filters(logGroupName=logs_log_group)
+        snapshot.match("describe-subscription-filters-empty", response)
+
+    @markers.aws.validated
+    def test_describe_subscription_filters_log_group_not_found(self, aws_client, snapshot):
+        """Test describing subscription filters for non-existent log group."""
+        with pytest.raises(Exception) as ctx:
+            aws_client.logs.describe_subscription_filters(logGroupName="not-existing-log-group")
+        snapshot.match("error-log-group-not-found", ctx.value.response)
+
+    @markers.aws.validated
+    @markers.snapshot.skip_snapshot_verify(
+        paths=[
+            "$..Statement.Condition.StringEquals",
+            "$..add_permission.ResponseMetadata.HTTPStatusCode",
+            "$..subscriptionFilters..applyOnTransformedLogs",
+        ]
+    )
+    def test_put_subscription_filter_lambda(
+        self,
+        logs_log_group,
+        logs_log_stream,
+        create_lambda_function,
+        snapshot,
+        aws_client,
+        region_name,
+    ):
+        """Test putting a subscription filter with Lambda destination."""
+        snapshot.add_transformer(snapshot.transform.lambda_api())
+        snapshot.add_transformer(snapshot.transform.key_value("logGroupName"))
+        snapshot.add_transformer(snapshot.transform.key_value("logStreamName"))
+        snapshot.add_transformer(
+            KeyValueBasedTransformer(
+                lambda k, v: (
+                    v
+                    if k == "id" and (isinstance(v, str) and re.match(re.compile(r"^[0-9]+$"), v))
+                    else None
+                ),
+                replacement="id",
+                replace_reference=False,
+            ),
+        )
+
+        test_lambda_name = f"test-lambda-function-{short_uid()}"
+        func_arn = create_lambda_function(
+            handler_file=TEST_LAMBDA_PYTHON_ECHO,
+            func_name=test_lambda_name,
+            runtime=Runtime.python3_12,
+        )["CreateFunctionResponse"]["FunctionArn"]
+
+        aws_client.lambda_.invoke(FunctionName=test_lambda_name, Payload=b"{}")
+
+        # Get account-id to set the correct policy
+        account_id = aws_client.sts.get_caller_identity()["Account"]
+        result = aws_client.lambda_.add_permission(
+            FunctionName=test_lambda_name,
+            StatementId=test_lambda_name,
+            Principal=f"logs.{region_name}.amazonaws.com",
+            Action="lambda:InvokeFunction",
+            SourceArn=f"arn:{get_partition(region_name)}:logs:{region_name}:{account_id}:log-group:{logs_log_group}:*",
+            SourceAccount=account_id,
+        )
+        snapshot.match("add_permission", result)
+
+        result = aws_client.logs.put_subscription_filter(
+            logGroupName=logs_log_group,
+            filterName="test",
+            filterPattern="",
+            destinationArn=func_arn,
+        )
+        snapshot.match("put_subscription_filter", result)
+
+        aws_client.logs.put_log_events(
+            logGroupName=logs_log_group,
+            logStreamName=logs_log_stream,
+            logEvents=[
+                {"timestamp": now_utc(millis=True), "message": "test"},
+                {"timestamp": now_utc(millis=True), "message": "test 2"},
+            ],
+        )
+
+        response = aws_client.logs.describe_subscription_filters(logGroupName=logs_log_group)
+        assert len(response["subscriptionFilters"]) == 1
+        snapshot.match("describe_subscription_filter", response)
+
+        def check_invocation():
+            events = testutil.list_all_log_events(
+                log_group_name=f"/aws/lambda/{test_lambda_name}", logs_client=aws_client.logs
+            )
+            # We only are interested in events that contain "awslogs"
+            filtered_events = []
+            for e in events:
+                if "awslogs" in e["message"]:
+                    data = json.loads(e["message"])["awslogs"]["data"].encode("utf-8")
+                    decoded_data = gzip.decompress(base64.b64decode(data)).decode("utf-8")
+                    for log_event in json.loads(decoded_data)["logEvents"]:
+                        filtered_events.append(log_event)
+            assert len(filtered_events) == 2
+
+            filtered_events.sort(key=lambda k: k.get("message"))
+            snapshot.match("list_all_log_events", filtered_events)
+
+        retry(check_invocation, retries=6, sleep=3.0)
+
+    @markers.aws.validated
+    def test_put_subscription_filter_kinesis(
+        self, logs_log_group, logs_log_stream, create_iam_role_with_policy, aws_client
+    ):
+        """Test putting a subscription filter with Kinesis destination."""
+        kinesis_name = f"test-kinesis-{short_uid()}"
+        filter_name = "Destination"
+        aws_client.kinesis.create_stream(StreamName=kinesis_name, ShardCount=1)
+
+        try:
+            result = aws_client.kinesis.describe_stream(StreamName=kinesis_name)[
+                "StreamDescription"
+            ]
+            kinesis_arn = result["StreamARN"]
+            role = f"test-kinesis-role-{short_uid()}"
+            policy_name = f"test-kinesis-role-policy-{short_uid()}"
+            role_arn = create_iam_role_with_policy(
+                RoleName=role,
+                PolicyName=policy_name,
+                RoleDefinition=logs_role,
+                PolicyDefinition=kinesis_permission,
+            )
+
+            # Wait for stream-status "ACTIVE"
+            status = result["StreamStatus"]
+            if status != "ACTIVE":
+
+                def check_stream_active():
+                    state = aws_client.kinesis.describe_stream(StreamName=kinesis_name)[
+                        "StreamDescription"
+                    ]["StreamStatus"]
+                    if state != "ACTIVE":
+                        raise Exception(f"StreamStatus is {state}")
+
+                retry(check_stream_active, retries=6, sleep=1.0, sleep_before=2.0)
+
+            def put_subscription_filter():
+                aws_client.logs.put_subscription_filter(
+                    logGroupName=logs_log_group,
+                    filterName=filter_name,
+                    filterPattern="",
+                    destinationArn=kinesis_arn,
+                    roleArn=role_arn,
+                )
+
+            retry(put_subscription_filter, retries=6, sleep=3.0)
+
+            def put_event():
+                aws_client.logs.put_log_events(
+                    logGroupName=logs_log_group,
+                    logStreamName=logs_log_stream,
+                    logEvents=[
+                        {"timestamp": now_utc(millis=True), "message": "test"},
+                        {"timestamp": now_utc(millis=True), "message": "test 2"},
+                    ],
+                )
+
+            retry(put_event, retries=6, sleep=3.0)
+
+            shard_iterator = aws_client.kinesis.get_shard_iterator(
+                StreamName=kinesis_name,
+                ShardId="shardId-000000000000",
+                ShardIteratorType="TRIM_HORIZON",
+            )["ShardIterator"]
+
+            response = aws_client.kinesis.get_records(ShardIterator=shard_iterator)
+            # AWS sends messages as health checks
+            assert len(response["Records"]) >= 1
+            found = False
+            for record in response["Records"]:
+                data = record["Data"]
+                unzipped_data = gzip.decompress(data)
+                json_data = json.loads(unzipped_data)
+                if "test" in json.dumps(json_data["logEvents"]):
+                    assert len(json_data["logEvents"]) == 2
+                    assert json_data["logEvents"][0]["message"] == "test"
+                    assert json_data["logEvents"][1]["message"] == "test 2"
+                    found = True
+
+            assert found
+        finally:
+            aws_client.kinesis.delete_stream(StreamName=kinesis_name, EnforceConsumerDeletion=True)
+            aws_client.logs.delete_subscription_filter(
+                logGroupName=logs_log_group, filterName=filter_name
+            )
+
+    @markers.aws.validated
+    def test_put_subscription_filter_firehose(
+        self, logs_log_group, logs_log_stream, s3_bucket, create_iam_role_with_policy, aws_client
+    ):
+        """Test putting a subscription filter with Firehose destination."""
+        try:
+            firehose_name = f"test-firehose-{short_uid()}"
+            s3_bucket_arn = f"arn:aws:s3:::{s3_bucket}"
+
+            role = f"test-firehose-s3-role-{short_uid()}"
+            policy_name = f"test-firehose-s3-role-policy-{short_uid()}"
+            role_arn = create_iam_role_with_policy(
+                RoleName=role,
+                PolicyName=policy_name,
+                RoleDefinition=s3_firehose_role,
+                PolicyDefinition=s3_firehose_permission,
+            )
+
+            # AWS has troubles creating the delivery stream the first time
+            def create_delivery_stream():
+                aws_client.firehose.create_delivery_stream(
+                    DeliveryStreamName=firehose_name,
+                    S3DestinationConfiguration={
+                        "BucketARN": s3_bucket_arn,
+                        "RoleARN": role_arn,
+                        "BufferingHints": {"SizeInMBs": 1, "IntervalInSeconds": 60},
+                    },
+                )
+
+            retry(create_delivery_stream, retries=5, sleep=10.0)
+
+            response = aws_client.firehose.describe_delivery_stream(
+                DeliveryStreamName=firehose_name
+            )
+            firehose_arn = response["DeliveryStreamDescription"]["DeliveryStreamARN"]
+
+            role = f"test-firehose-role-{short_uid()}"
+            policy_name = f"test-firehose-role-policy-{short_uid()}"
+            role_arn_logs = create_iam_role_with_policy(
+                RoleName=role,
+                PolicyName=policy_name,
+                RoleDefinition=logs_role,
+                PolicyDefinition=firehose_permission,
+            )
+
+            def check_stream_active():
+                state = aws_client.firehose.describe_delivery_stream(
+                    DeliveryStreamName=firehose_name
+                )["DeliveryStreamDescription"]["DeliveryStreamStatus"]
+                if state != "ACTIVE":
+                    raise Exception(f"DeliveryStreamStatus is {state}")
+
+            retry(check_stream_active, retries=60, sleep=30.0)
+
+            aws_client.logs.put_subscription_filter(
+                logGroupName=logs_log_group,
+                filterName="Destination",
+                filterPattern="",
+                destinationArn=firehose_arn,
+                roleArn=role_arn_logs,
+            )
+
+            aws_client.logs.put_log_events(
+                logGroupName=logs_log_group,
+                logStreamName=logs_log_stream,
+                logEvents=[
+                    {"timestamp": now_utc(millis=True), "message": "test"},
+                    {"timestamp": now_utc(millis=True), "message": "test 2"},
+                ],
+            )
+
+            def list_objects():
+                response = aws_client.s3.list_objects(Bucket=s3_bucket)
+                assert len(response["Contents"]) >= 1
+
+            retry(list_objects, retries=60, sleep=30.0)
+            response = aws_client.s3.list_objects(Bucket=s3_bucket)
+            key = response["Contents"][-1]["Key"]
+            response = aws_client.s3.get_object(Bucket=s3_bucket, Key=key)
+            content = gzip.decompress(response["Body"].read()).decode("utf-8")
+            assert "DATA_MESSAGE" in content
+            assert "test" in content
+            assert "test 2" in content
+
+        finally:
+            aws_client.firehose.delete_delivery_stream(
+                DeliveryStreamName=firehose_name, AllowForceDelete=True
+            )
+
+
+class TestSubscriptionFilterUpdates:
+    """Tests for subscription filter update and delete operations."""
+
+    @markers.aws.validated
+    @markers.snapshot.skip_snapshot_verify(paths=["$..subscriptionFilters..applyOnTransformedLogs"])
+    def test_put_subscription_filter_update(
+        self, logs_log_group, create_lambda_function, aws_client, region_name, snapshot
+    ):
+        """Test updating a subscription filter."""
+        test_lambda_name = f"test-lambda-{short_uid()}"
+        func_arn = create_lambda_function(
+            handler_file=TEST_LAMBDA_PYTHON_ECHO,
+            func_name=test_lambda_name,
+            runtime=Runtime.python3_12,
+        )["CreateFunctionResponse"]["FunctionArn"]
+
+        account_id = aws_client.sts.get_caller_identity()["Account"]
+        aws_client.lambda_.add_permission(
+            FunctionName=test_lambda_name,
+            StatementId=test_lambda_name,
+            Principal=f"logs.{region_name}.amazonaws.com",
+            Action="lambda:InvokeFunction",
+            SourceArn=f"arn:{get_partition(region_name)}:logs:{region_name}:{account_id}:log-group:{logs_log_group}:*",
+            SourceAccount=account_id,
+        )
+
+        # Create initial subscription filter
+        aws_client.logs.put_subscription_filter(
+            logGroupName=logs_log_group,
+            filterName="test",
+            filterPattern="",
+            destinationArn=func_arn,
+        )
+
+        response = aws_client.logs.describe_subscription_filters(logGroupName=logs_log_group)
+        assert len(response["subscriptionFilters"]) == 1
+
+        # Update subscription filter (same filterName)
+        aws_client.logs.put_subscription_filter(
+            logGroupName=logs_log_group,
+            filterName="test",
+            filterPattern="[]",
+            destinationArn=func_arn,
+        )
+
+        response = aws_client.logs.describe_subscription_filters(logGroupName=logs_log_group)
+        snapshot.add_transformer(snapshot.transform.regex(func_arn, "<function-arn>"))
+        snapshot.add_transformer(snapshot.transform.regex(logs_log_group, "<log-group-name>"))
+        snapshot.match("updated-filter", response)
+
+    @markers.aws.validated
+    def test_put_subscription_filter_limit_exceeded(
+        self, logs_log_group, create_lambda_function, aws_client, region_name, snapshot, account_id
+    ):
+        """Test that only 2 subscription filters can be associated with a log group."""
+        test_lambda_name = f"test-lambda-{short_uid()}"
+        func_arn = create_lambda_function(
+            handler_file=TEST_LAMBDA_PYTHON_ECHO,
+            func_name=test_lambda_name,
+            runtime=Runtime.python3_12,
+        )["CreateFunctionResponse"]["FunctionArn"]
+
+        aws_client.lambda_.add_permission(
+            FunctionName=test_lambda_name,
+            StatementId=test_lambda_name,
+            Principal=f"logs.{region_name}.amazonaws.com",
+            Action="lambda:InvokeFunction",
+            SourceArn=f"arn:{get_partition(region_name)}:logs:{region_name}:{account_id}:log-group:{logs_log_group}:*",
+            SourceAccount=account_id,
+        )
+
+        # Create first subscription filter
+        aws_client.logs.put_subscription_filter(
+            logGroupName=logs_log_group,
+            filterName="test-1",
+            filterPattern="",
+            destinationArn=func_arn,
+        )
+
+        # Create second subscription filter
+        aws_client.logs.put_subscription_filter(
+            logGroupName=logs_log_group,
+            filterName="test-2",
+            filterPattern="[]",
+            destinationArn=func_arn,
+        )
+
+        # Third should fail
+        with pytest.raises(Exception) as ctx:
+            aws_client.logs.put_subscription_filter(
+                logGroupName=logs_log_group,
+                filterName="test-3",
+                filterPattern="",
+                destinationArn=func_arn,
+            )
+        snapshot.match("error-limit-exceeded", ctx.value.response)
+
+    @markers.aws.validated
+    def test_delete_subscription_filter(
+        self, logs_log_group, create_lambda_function, aws_client, region_name
+    ):
+        """Test deleting a subscription filter."""
+        test_lambda_name = f"test-lambda-{short_uid()}"
+        func_arn = create_lambda_function(
+            handler_file=TEST_LAMBDA_PYTHON_ECHO,
+            func_name=test_lambda_name,
+            runtime=Runtime.python3_12,
+        )["CreateFunctionResponse"]["FunctionArn"]
+
+        account_id = aws_client.sts.get_caller_identity()["Account"]
+        aws_client.lambda_.add_permission(
+            FunctionName=test_lambda_name,
+            StatementId=test_lambda_name,
+            Principal=f"logs.{region_name}.amazonaws.com",
+            Action="lambda:InvokeFunction",
+            SourceArn=f"arn:{get_partition(region_name)}:logs:{region_name}:{account_id}:log-group:{logs_log_group}:*",
+            SourceAccount=account_id,
+        )
+
+        aws_client.logs.put_subscription_filter(
+            logGroupName=logs_log_group,
+            filterName="test",
+            filterPattern="",
+            destinationArn=func_arn,
+        )
+
+        response = aws_client.logs.describe_subscription_filters(logGroupName=logs_log_group)
+        assert len(response["subscriptionFilters"]) == 1
+
+        # Delete subscription filter
+        aws_client.logs.delete_subscription_filter(logGroupName=logs_log_group, filterName="test")
+
+        response = aws_client.logs.describe_subscription_filters(logGroupName=logs_log_group)
+        assert len(response["subscriptionFilters"]) == 0
+
+    @markers.aws.validated
+    def test_delete_subscription_filter_errors(self, logs_log_group, aws_client, snapshot):
+        """Test delete subscription filter error handling."""
+        # Non-existent log group
+        with pytest.raises(Exception) as ctx:
+            aws_client.logs.delete_subscription_filter(
+                logGroupName="not-existing-log-group", filterName="test"
+            )
+        snapshot.match("error-log-group-not-found", ctx.value.response)
+
+        # Non-existent filter
+        with pytest.raises(Exception) as ctx:
+            aws_client.logs.delete_subscription_filter(
+                logGroupName=logs_log_group, filterName="wrong-filter-name"
+            )
+        snapshot.match("error-filter-not-found", ctx.value.response)
+
+    @markers.aws.validated
+    @markers.snapshot.skip_snapshot_verify(paths=["$..Error.Code", "$..Error.Message"])
+    def test_put_subscription_filter_errors(
+        self, logs_log_group, create_lambda_function, aws_client, snapshot
+    ):
+        """Test put subscription filter error handling."""
+        # Non-existent log group
+        with pytest.raises(Exception) as ctx:
+            aws_client.logs.put_subscription_filter(
+                logGroupName="not-existing-log-group",
+                filterName="test",
+                filterPattern="",
+                destinationArn="arn:aws:lambda:us-east-1:123456789012:function:test",
+            )
+        snapshot.match("error-log-group-not-found", ctx.value.response)
+
+        # Non-existent Lambda function
+        with pytest.raises(Exception) as ctx:
+            aws_client.logs.put_subscription_filter(
+                logGroupName=logs_log_group,
+                filterName="test",
+                filterPattern="",
+                destinationArn="arn:aws:lambda:us-east-1:123456789012:function:not-existing",
+            )
+        snapshot.match("error-lambda-not-found", ctx.value.response)
+
+        # Non-existent Kinesis stream
+        with pytest.raises(Exception) as ctx:
+            aws_client.logs.put_subscription_filter(
+                logGroupName=logs_log_group,
+                filterName="test",
+                filterPattern="",
+                destinationArn="arn:aws:kinesis:us-east-1:123456789012:stream/unknown-stream",
+            )
+        snapshot.match("error-kinesis-not-found", ctx.value.response)
diff --git a/tests/aws/services/logs/test_logs_subscription_filters.snapshot.json b/tests/aws/services/logs/test_logs_subscription_filters.snapshot.json
new file mode 100644
index 0000000000000..39f0dc6df28f2
--- /dev/null
+++ b/tests/aws/services/logs/test_logs_subscription_filters.snapshot.json
@@ -0,0 +1,189 @@
+{
+  "tests/aws/services/logs/test_logs_subscription_filters.py::TestSubscriptionFilters::test_describe_subscription_filters_empty": {
+    "recorded-date": "06-02-2026, 20:03:19",
+    "recorded-content": {
+      "describe-subscription-filters-empty": {
+        "subscriptionFilters": [],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/logs/test_logs_subscription_filters.py::TestSubscriptionFilters::test_describe_subscription_filters_log_group_not_found": {
+    "recorded-date": "06-02-2026, 20:07:39",
+    "recorded-content": {
+      "error-log-group-not-found": {
+        "Error": {
+          "Code": "ResourceNotFoundException",
+          "Message": "The specified log group does not exist."
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/logs/test_logs_subscription_filters.py::TestSubscriptionFilters::test_put_subscription_filter_lambda": {
+    "recorded-date": "06-02-2026, 20:12:46",
+    "recorded-content": {
+      "add_permission": {
+        "Statement": {
+          "Sid": "<resource:1>",
+          "Effect": "Allow",
+          "Principal": {
+            "Service": "logs.<region>.amazonaws.com"
+          },
+          "Action": "lambda:InvokeFunction",
+          "Resource": "arn:<partition>:lambda:<region>:111111111111:function:<resource:1>",
+          "Condition": {
+            "StringEquals": {
+              "AWS:SourceAccount": "111111111111"
+            },
+            "ArnLike": {
+              "AWS:SourceArn": "arn:<partition>:logs:<region>:111111111111:log-group:<log-group-name:1>:<resource:2>"
+            }
+          }
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 201
+        }
+      },
+      "put_subscription_filter": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe_subscription_filter": {
+        "subscriptionFilters": [
+          {
+            "applyOnTransformedLogs": false,
+            "creationTime": "timestamp",
+            "destinationArn": "arn:<partition>:lambda:<region>:111111111111:function:<resource:1>",
+            "distribution": "ByLogStream",
+            "filterName": "test",
+            "filterPattern": "",
+            "logGroupName": "<log-group-name:1>"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "list_all_log_events": [
+        {
+          "id": "id",
+          "timestamp": "timestamp",
+          "message": "test"
+        },
+        {
+          "id": "id",
+          "timestamp": "timestamp",
+          "message": "test 2"
+        }
+      ]
+    }
+  },
+  "tests/aws/services/logs/test_logs_subscription_filters.py::TestSubscriptionFilterUpdates::test_put_subscription_filter_update": {
+    "recorded-date": "06-02-2026, 20:46:56",
+    "recorded-content": {
+      "updated-filter": {
+        "subscriptionFilters": [
+          {
+            "applyOnTransformedLogs": false,
+            "creationTime": "timestamp",
+            "destinationArn": "<function-arn>",
+            "distribution": "ByLogStream",
+            "filterName": "test",
+            "filterPattern": "[]",
+            "logGroupName": "<log-group-name>"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/logs/test_logs_subscription_filters.py::TestSubscriptionFilterUpdates::test_put_subscription_filter_limit_exceeded": {
+    "recorded-date": "06-02-2026, 20:49:45",
+    "recorded-content": {
+      "error-limit-exceeded": {
+        "Error": {
+          "Code": "LimitExceededException",
+          "Message": "Resource limit exceeded."
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/logs/test_logs_subscription_filters.py::TestSubscriptionFilterUpdates::test_delete_subscription_filter_errors": {
+    "recorded-date": "06-02-2026, 20:51:38",
+    "recorded-content": {
+      "error-log-group-not-found": {
+        "Error": {
+          "Code": "ResourceNotFoundException",
+          "Message": "The specified log group does not exist."
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "error-filter-not-found": {
+        "Error": {
+          "Code": "ResourceNotFoundException",
+          "Message": "The specified subscription filter does not exist."
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/logs/test_logs_subscription_filters.py::TestSubscriptionFilterUpdates::test_put_subscription_filter_errors": {
+    "recorded-date": "06-02-2026, 20:52:39",
+    "recorded-content": {
+      "error-log-group-not-found": {
+        "Error": {
+          "Code": "AccessDeniedException",
+          "Message": "Cross-account lambda invocation passing is not allowed. You must use DestinationPolicies to create cross account lambda triggers."
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "error-lambda-not-found": {
+        "Error": {
+          "Code": "AccessDeniedException",
+          "Message": "Cross-account lambda invocation passing is not allowed. You must use DestinationPolicies to create cross account lambda triggers."
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "error-kinesis-not-found": {
+        "Error": {
+          "Code": "InvalidParameterException",
+          "Message": "destinationArn for vendor kinesis cannot be used without roleArn"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  }
+}
diff --git a/tests/aws/services/logs/test_logs_subscription_filters.validation.json b/tests/aws/services/logs/test_logs_subscription_filters.validation.json
new file mode 100644
index 0000000000000..d3cf8f0d62fbb
--- /dev/null
+++ b/tests/aws/services/logs/test_logs_subscription_filters.validation.json
@@ -0,0 +1,92 @@
+{
+  "tests/aws/services/logs/test_logs_subscription_filters.py::TestSubscriptionFilterUpdates::test_delete_subscription_filter": {
+    "last_validated_date": "2026-02-06T20:51:25+00:00",
+    "durations_in_seconds": {
+      "setup": 11.08,
+      "call": 2.96,
+      "teardown": 0.9,
+      "total": 14.94
+    }
+  },
+  "tests/aws/services/logs/test_logs_subscription_filters.py::TestSubscriptionFilterUpdates::test_delete_subscription_filter_errors": {
+    "last_validated_date": "2026-02-06T20:51:38+00:00",
+    "durations_in_seconds": {
+      "setup": 0.73,
+      "call": 0.19,
+      "teardown": 0.13,
+      "total": 1.05
+    }
+  },
+  "tests/aws/services/logs/test_logs_subscription_filters.py::TestSubscriptionFilterUpdates::test_put_subscription_filter_errors": {
+    "last_validated_date": "2026-02-06T20:52:40+00:00",
+    "durations_in_seconds": {
+      "setup": 11.39,
+      "call": 0.22,
+      "teardown": 0.54,
+      "total": 12.15
+    }
+  },
+  "tests/aws/services/logs/test_logs_subscription_filters.py::TestSubscriptionFilterUpdates::test_put_subscription_filter_limit_exceeded": {
+    "last_validated_date": "2026-02-06T20:49:46+00:00",
+    "durations_in_seconds": {
+      "setup": 11.38,
+      "call": 2.59,
+      "teardown": 0.91,
+      "total": 14.88
+    }
+  },
+  "tests/aws/services/logs/test_logs_subscription_filters.py::TestSubscriptionFilterUpdates::test_put_subscription_filter_update": {
+    "last_validated_date": "2026-02-06T20:46:57+00:00",
+    "durations_in_seconds": {
+      "setup": 11.41,
+      "call": 2.81,
+      "teardown": 0.92,
+      "total": 15.14
+    }
+  },
+  "tests/aws/services/logs/test_logs_subscription_filters.py::TestSubscriptionFilters::test_describe_subscription_filters_empty": {
+    "last_validated_date": "2026-02-06T20:03:19+00:00",
+    "durations_in_seconds": {
+      "setup": 0.74,
+      "call": 0.1,
+      "teardown": 0.13,
+      "total": 0.97
+    }
+  },
+  "tests/aws/services/logs/test_logs_subscription_filters.py::TestSubscriptionFilters::test_describe_subscription_filters_log_group_not_found": {
+    "last_validated_date": "2026-02-06T20:07:39+00:00",
+    "durations_in_seconds": {
+      "setup": 0.37,
+      "call": 0.34,
+      "teardown": 0.0,
+      "total": 0.71
+    }
+  },
+  "tests/aws/services/logs/test_logs_subscription_filters.py::TestSubscriptionFilters::test_put_subscription_filter_firehose": {
+    "last_validated_date": "2026-02-06T20:11:21+00:00",
+    "durations_in_seconds": {
+      "setup": 0.97,
+      "call": 134.54,
+      "teardown": 2.17,
+      "total": 137.68
+    }
+  },
+  "tests/aws/services/logs/test_logs_subscription_filters.py::TestSubscriptionFilters::test_put_subscription_filter_kinesis": {
+    "last_validated_date": "2026-02-06T20:08:43+00:00",
+    "durations_in_seconds": {
+      "setup": 0.51,
+      "call": 12.6,
+      "teardown": 0.5,
+      "total": 13.61
+    }
+  },
+  "tests/aws/services/logs/test_logs_subscription_filters.py::TestSubscriptionFilters::test_put_subscription_filter_lambda": {
+    "last_validated_date": "2026-02-06T20:12:47+00:00",
+    "durations_in_seconds": {
+      "setup": 11.6,
+      "call": 9.74,
+      "teardown": 1.04,
+      "total": 22.38
+    }
+  }
+}

From 09bb381828d3554cd7130712265de7c73f0da8ca Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Mon, 16 Feb 2026 09:54:22 +0100
Subject: [PATCH 631/697] Update ASF APIs (#13778)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
---
 .../localstack/aws/api/cloudwatch/__init__.py |  2 +
 .../localstack/aws/api/ec2/__init__.py        | 58 +++++++++++++++++--
 pyproject.toml                                |  6 +-
 requirements-base-runtime.txt                 |  4 +-
 requirements-dev.txt                          |  6 +-
 requirements-runtime.txt                      |  6 +-
 requirements-test.txt                         |  6 +-
 requirements-typehint.txt                     |  6 +-
 8 files changed, 73 insertions(+), 21 deletions(-)

diff --git a/localstack-core/localstack/aws/api/cloudwatch/__init__.py b/localstack-core/localstack/aws/api/cloudwatch/__init__.py
index bb68ce1b6d887..9f5bcbf5e4014 100644
--- a/localstack-core/localstack/aws/api/cloudwatch/__init__.py
+++ b/localstack-core/localstack/aws/api/cloudwatch/__init__.py
@@ -133,6 +133,8 @@ class ComparisonOperator(StrEnum):
 
 class EvaluationState(StrEnum):
     PARTIAL_DATA = "PARTIAL_DATA"
+    EVALUATION_FAILURE = "EVALUATION_FAILURE"
+    EVALUATION_ERROR = "EVALUATION_ERROR"
 
 
 class HistoryItemType(StrEnum):
diff --git a/localstack-core/localstack/aws/api/ec2/__init__.py b/localstack-core/localstack/aws/api/ec2/__init__.py
index d27dd48aeefb2..99e75672c379a 100644
--- a/localstack-core/localstack/aws/api/ec2/__init__.py
+++ b/localstack-core/localstack/aws/api/ec2/__init__.py
@@ -2748,6 +2748,19 @@ class InstanceType(StrEnum):
     g7e_12xlarge = "g7e.12xlarge"
     g7e_24xlarge = "g7e.24xlarge"
     g7e_48xlarge = "g7e.48xlarge"
+    r8id_large = "r8id.large"
+    r8id_xlarge = "r8id.xlarge"
+    r8id_2xlarge = "r8id.2xlarge"
+    r8id_4xlarge = "r8id.4xlarge"
+    r8id_8xlarge = "r8id.8xlarge"
+    r8id_12xlarge = "r8id.12xlarge"
+    r8id_16xlarge = "r8id.16xlarge"
+    r8id_24xlarge = "r8id.24xlarge"
+    r8id_32xlarge = "r8id.32xlarge"
+    r8id_48xlarge = "r8id.48xlarge"
+    r8id_96xlarge = "r8id.96xlarge"
+    r8id_metal_48xl = "r8id.metal-48xl"
+    r8id_metal_96xl = "r8id.metal-96xl"
 
 
 class InstanceTypeHypervisor(StrEnum):
@@ -3401,6 +3414,11 @@ class NatGatewayState(StrEnum):
     deleted = "deleted"
 
 
+class NestedVirtualizationSpecification(StrEnum):
+    enabled = "enabled"
+    disabled = "disabled"
+
+
 class NetworkInterfaceAttribute(StrEnum):
     description = "description"
     groupSet = "groupSet"
@@ -4171,6 +4189,7 @@ class SummaryStatus(StrEnum):
 
 class SupportedAdditionalProcessorFeature(StrEnum):
     amd_sev_snp = "amd-sev-snp"
+    nested_virtualization = "nested-virtualization"
 
 
 class TargetCapacityUnitType(StrEnum):
@@ -6347,6 +6366,20 @@ class AuthorizeSecurityGroupIngressResult(TypedDict, total=False):
     SecurityGroupRules: SecurityGroupRuleList | None
 
 
+class AvailabilityZoneSubGeography(TypedDict, total=False):
+    Name: String | None
+
+
+AvailabilityZoneSubGeographyList = list[AvailabilityZoneSubGeography]
+
+
+class AvailabilityZoneGeography(TypedDict, total=False):
+    Name: String | None
+
+
+AvailabilityZoneGeographyList = list[AvailabilityZoneGeography]
+
+
 class AvailabilityZoneMessage(TypedDict, total=False):
     Message: String | None
 
@@ -6366,6 +6399,8 @@ class AvailabilityZone(TypedDict, total=False):
     ParentZoneName: String | None
     ParentZoneId: String | None
     GroupLongName: String | None
+    Geography: AvailabilityZoneGeographyList | None
+    SubGeography: AvailabilityZoneSubGeographyList | None
     State: AvailabilityZoneState | None
 
 
@@ -7581,12 +7616,14 @@ class CpuOptions(TypedDict, total=False):
     CoreCount: Integer | None
     ThreadsPerCore: Integer | None
     AmdSevSnp: AmdSevSnpSpecification | None
+    NestedVirtualization: NestedVirtualizationSpecification | None
 
 
 class CpuOptionsRequest(TypedDict, total=False):
     CoreCount: Integer | None
     ThreadsPerCore: Integer | None
     AmdSevSnp: AmdSevSnpSpecification | None
+    NestedVirtualization: NestedVirtualizationSpecification | None
 
 
 class CreateCapacityManagerDataExportRequest(ServiceRequest):
@@ -8932,6 +8969,7 @@ class LaunchTemplateCpuOptionsRequest(TypedDict, total=False):
     CoreCount: Integer | None
     ThreadsPerCore: Integer | None
     AmdSevSnp: AmdSevSnpSpecification | None
+    NestedVirtualization: NestedVirtualizationSpecification | None
 
 
 class CreditSpecificationRequest(TypedDict, total=False):
@@ -9249,6 +9287,7 @@ class LaunchTemplateCpuOptions(TypedDict, total=False):
     CoreCount: Integer | None
     ThreadsPerCore: Integer | None
     AmdSevSnp: AmdSevSnpSpecification | None
+    NestedVirtualization: NestedVirtualizationSpecification | None
 
 
 class CreditSpecification(TypedDict, total=False):
@@ -16058,8 +16097,16 @@ class DescribeRegionsRequest(ServiceRequest):
     Filters: FilterList | None
 
 
+class RegionGeography(TypedDict, total=False):
+    Name: String | None
+
+
+RegionGeographyList = list[RegionGeography]
+
+
 class Region(TypedDict, total=False):
     OptInStatus: String | None
+    Geography: RegionGeographyList | None
     RegionName: String | None
     Endpoint: String | None
 
@@ -21075,8 +21122,9 @@ class ModifyInstanceConnectEndpointResult(TypedDict, total=False):
 
 class ModifyInstanceCpuOptionsRequest(ServiceRequest):
     InstanceId: InstanceId
-    CoreCount: Integer
-    ThreadsPerCore: Integer
+    CoreCount: Integer | None
+    ThreadsPerCore: Integer | None
+    NestedVirtualization: NestedVirtualizationSpecification | None
     DryRun: Boolean | None
 
 
@@ -21084,6 +21132,7 @@ class ModifyInstanceCpuOptionsResult(TypedDict, total=False):
     InstanceId: InstanceId | None
     CoreCount: Integer | None
     ThreadsPerCore: Integer | None
+    NestedVirtualization: NestedVirtualizationSpecification | None
 
 
 class ModifyInstanceCreditSpecificationRequest(ServiceRequest):
@@ -30707,8 +30756,9 @@ def modify_instance_cpu_options(
         self,
         context: RequestContext,
         instance_id: InstanceId,
-        core_count: Integer,
-        threads_per_core: Integer,
+        core_count: Integer | None = None,
+        threads_per_core: Integer | None = None,
+        nested_virtualization: NestedVirtualizationSpecification | None = None,
         dry_run: Boolean | None = None,
         **kwargs,
     ) -> ModifyInstanceCpuOptionsResult:
diff --git a/pyproject.toml b/pyproject.toml
index 61b37a4f2fe1b..3c019b3278f25 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -51,9 +51,9 @@ Issues = "https://github.com/localstack/localstack/issues"
 # minimal required to actually run localstack on the host for services natively implemented in python
 base-runtime = [
     # pinned / updated by ASF update action
-    "boto3==1.42.45",
+    "boto3==1.42.49",
     # pinned / updated by ASF update action
-    "botocore==1.42.45",
+    "botocore==1.42.49",
     # transitive dependency of botocore, added to avoid specific version
     "awscrt>=0.13.14,!=0.27.1",
     "cbor2>=5.5.0",
@@ -82,7 +82,7 @@ base-runtime = [
 runtime = [
     "localstack-core[base-runtime]",
     # pinned / updated by ASF update action
-    "awscli==1.44.35",
+    "awscli==1.44.39",
     "airspeed-ext>=0.6.3",
     # antlr4-python3-runtime: exact pin because antlr4 runtime is tightly coupled to the generated parser code
     "antlr4-python3-runtime==4.13.2",
diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index 980aa866ac9a4..41815cef9d710 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -15,9 +15,9 @@ attrs==25.4.0
     #   referencing
 awscrt==0.31.1
     # via localstack-core (pyproject.toml)
-boto3==1.42.45
+boto3==1.42.49
     # via localstack-core (pyproject.toml)
-botocore==1.42.45
+botocore==1.42.49
     # via
     #   boto3
     #   localstack-core (pyproject.toml)
diff --git a/requirements-dev.txt b/requirements-dev.txt
index 819d20d28d63b..fad1334b500cc 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -44,17 +44,17 @@ aws-sam-translator==1.107.0
     #   moto-ext
 aws-xray-sdk==2.15.0
     # via moto-ext
-awscli==1.44.35
+awscli==1.44.39
     # via localstack-core
 awscrt==0.31.1
     # via localstack-core
-boto3==1.42.45
+boto3==1.42.49
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.42.45
+botocore==1.42.49
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index b7ddadd6aa474..d88eb3d7fa3d9 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -32,17 +32,17 @@ aws-sam-translator==1.107.0
     #   moto-ext
 aws-xray-sdk==2.15.0
     # via moto-ext
-awscli==1.44.35
+awscli==1.44.39
     # via localstack-core (pyproject.toml)
 awscrt==0.31.1
     # via localstack-core
-boto3==1.42.45
+boto3==1.42.49
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.42.45
+botocore==1.42.49
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-test.txt b/requirements-test.txt
index 6c9158149095b..6c423b560de0f 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -44,17 +44,17 @@ aws-sam-translator==1.107.0
     #   moto-ext
 aws-xray-sdk==2.15.0
     # via moto-ext
-awscli==1.44.35
+awscli==1.44.39
     # via localstack-core
 awscrt==0.31.1
     # via localstack-core
-boto3==1.42.45
+boto3==1.42.49
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.42.45
+botocore==1.42.49
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index 731355bb62b7a..47c9378878244 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -44,11 +44,11 @@ aws-sam-translator==1.107.0
     #   moto-ext
 aws-xray-sdk==2.15.0
     # via moto-ext
-awscli==1.44.35
+awscli==1.44.39
     # via localstack-core
 awscrt==0.31.1
     # via localstack-core
-boto3==1.42.45
+boto3==1.42.49
     # via
     #   aws-sam-translator
     #   kclpy-ext
@@ -56,7 +56,7 @@ boto3==1.42.45
     #   moto-ext
 boto3-stubs==1.42.45
     # via localstack-core (pyproject.toml)
-botocore==1.42.45
+botocore==1.42.49
     # via
     #   aws-xray-sdk
     #   awscli

From 6d31754657bdff3d3e96ecce24bb3fe404bd6640 Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Mon, 16 Feb 2026 10:40:59 +0000
Subject: [PATCH 632/697] dev: lazy import live reload dependencies (#13757)

---
 localstack-core/localstack/dev/run/__main__.py | 7 ++++++-
 1 file changed, 6 insertions(+), 1 deletion(-)

diff --git a/localstack-core/localstack/dev/run/__main__.py b/localstack-core/localstack/dev/run/__main__.py
index b268f4d89e86b..ffc6b4d65692f 100644
--- a/localstack-core/localstack/dev/run/__main__.py
+++ b/localstack-core/localstack/dev/run/__main__.py
@@ -16,7 +16,6 @@
     SourceVolumeMountConfigurator,
 )
 from localstack.dev.run.paths import HOST_PATH_MAPPINGS, HostPaths
-from localstack.dev.run.watcher import collect_watch_directories, start_file_watcher
 from localstack.runtime import hooks
 from localstack.utils.bootstrap import Container, ContainerConfigurators
 from localstack.utils.container_utils.container_client import (
@@ -356,6 +355,12 @@ def run(
     stop_live_reload_watcher = None
     try:
         if live_reload and mount_source:
+            # Some install targets don't include the `watchdog` dependency, and some developers
+            # don't install LocalStack using the `Makefile`, so they find that they don't have
+            # the `watchdog` dependency. We lazy import these functions so that we don't trigger
+            # an import error for these developers.
+            from localstack.dev.run.watcher import collect_watch_directories, start_file_watcher
+
             if watch_dirs := collect_watch_directories(host_paths, pro, local_packages):
                 stop_live_reload_watcher = start_file_watcher(watch_dirs, docker, container_id)
 

From 36e3b5579081a42fd2eb2eedbb7b582d41d6171c Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Mon, 16 Feb 2026 14:19:21 +0100
Subject: [PATCH 633/697] Update CODEOWNERS (#13779)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
Co-authored-by: Benjamin Simon <benjh.simon@gmail.com>
---
 CODEOWNERS | 36 ++++++++++++++++++------------------
 1 file changed, 18 insertions(+), 18 deletions(-)

diff --git a/CODEOWNERS b/CODEOWNERS
index 7c2b23683db50..d7537da30a6a7 100644
--- a/CODEOWNERS
+++ b/CODEOWNERS
@@ -24,9 +24,9 @@
 /bin/release-helper.sh @thrau @alexrashed
 
 # Python project, packaging, and dependencies
-/pyproject.toml @alexrashed @silv-io @k-a-il @bentsku @sannya-singal
-/requirements-*.txt @alexrashed @silv-io @k-a-il @bentsku @sannya-singal
-/.pre-commit-config.yaml @alexrashed @silv-io @k-a-il @bentsku @sannya-singal
+/pyproject.toml @alexrashed @silv-io @k-a-il @bentsku @aidehn
+/requirements-*.txt @alexrashed @silv-io @k-a-il @bentsku @aidehn
+/.pre-commit-config.yaml @alexrashed @silv-io @k-a-il @bentsku @aidehn
 
 # ASF
 /localstack-core/localstack/aws/ @thrau
@@ -144,10 +144,10 @@
 /tests/aws/services/es/ @alexrashed @silv-io
 
 # events
-/localstack-core/localstack/aws/api/events/ @maxhoheiser @bentsku
-/localstack-core/localstack/services/events/ @maxhoheiser @bentsku
-/tests/aws/services/events/ @maxhoheiser @bentsku
-/tests/unit/services/events/ @maxhoheiser @bentsku
+/localstack-core/localstack/aws/api/events/ @bentsku
+/localstack-core/localstack/services/events/ @bentsku
+/tests/aws/services/events/ @bentsku
+/tests/unit/services/events/ @bentsku
 
 # firehose
 /localstack-core/localstack/aws/api/firehose/ @pinzon
@@ -166,10 +166,10 @@
 /tests/unit/services/kms/ @k-a-il
 
 # lambda
-/localstack-core/localstack/aws/api/lambda_/ @joe4dev @dominikschubert @dfangl @gregfurman
-/localstack-core/localstack/services/lambda_/ @joe4dev @dominikschubert @dfangl @gregfurman
-/tests/aws/services/lambda_/ @joe4dev @dominikschubert @dfangl @gregfurman
-/tests/unit/services/lambda_/ @joe4dev @dominikschubert @dfangl @gregfurman
+/localstack-core/localstack/aws/api/lambda_/ @joe4dev @dfangl @gregfurman
+/localstack-core/localstack/services/lambda_/ @joe4dev @dfangl @gregfurman
+/tests/aws/services/lambda_/ @joe4dev @dfangl @gregfurman
+/tests/unit/services/lambda_/ @joe4dev @dfangl @gregfurman
 
 # logs
 /localstack-core/localstack/aws/api/logs/ @pinzon @steffyP
@@ -197,9 +197,9 @@
 /tests/aws/services/route53/ @giograno
 
 # route53resolver
-/localstack-core/localstack/aws/api/route53resolver/ @macnev2013 @sannya-singal
-/localstack-core/localstack/services/route53resolver/ @macnev2013 @sannya-singal
-/tests/aws/services/route53resolver/ @macnev2013 @sannya-singal
+/localstack-core/localstack/aws/api/route53resolver/ @macnev2013
+/localstack-core/localstack/services/route53resolver/ @macnev2013
+/tests/aws/services/route53resolver/ @macnev2013
 
 # s3
 /localstack-core/localstack/aws/api/s3/ @bentsku @k-a-il @aidehn
@@ -240,10 +240,10 @@
 /tests/aws/services/ssm/ @viren-nadkarni @dominikschubert
 
 # stepfunctions
-/localstack-core/localstack/aws/api/stepfunctions/ @dominikschubert @joe4dev @gregfurman @tiurin
-/localstack-core/localstack/services/stepfunctions/ @dominikschubert @joe4dev @gregfurman @tiurin
-/tests/aws/services/stepfunctions/ @dominikschubert @joe4dev @gregfurman @tiurin
-/tests/unit/services/stepfunctions/ @dominikschubert @joe4dev @gregfurman @tiurin
+/localstack-core/localstack/aws/api/stepfunctions/ @tiurin @joe4dev @gregfurman
+/localstack-core/localstack/services/stepfunctions/ @tiurin @joe4dev @gregfurman
+/tests/aws/services/stepfunctions/ @tiurin @joe4dev @gregfurman
+/tests/unit/services/stepfunctions/ @tiurin @joe4dev @gregfurman
 
 # sts
 /localstack-core/localstack/aws/api/sts/ @pinzon @dfangl

From f7da4e7d2de3218c1e2fa87125cf0514270221ae Mon Sep 17 00:00:00 2001
From: Thomas Rausch <thomas@thrau.at>
Date: Mon, 16 Feb 2026 17:16:13 +0100
Subject: [PATCH 634/697] optimize config analytics event before sending
 (#13744)

---
 localstack-core/localstack/runtime/analytics.py | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/localstack-core/localstack/runtime/analytics.py b/localstack-core/localstack/runtime/analytics.py
index 8f31225673e42..bb18fa3ac8ca9 100644
--- a/localstack-core/localstack/runtime/analytics.py
+++ b/localstack-core/localstack/runtime/analytics.py
@@ -122,6 +122,10 @@ def _publish_config_as_analytics_event():
     env_vars = {key: os.getenv(key) for key in env_vars}
     present_env_vars = {env_var: 1 for env_var in PRESENCE_ENV_VAR if os.getenv(env_var)}
 
+    # filter out irrelevant None values, making the payload significantly smaller.
+    env_vars = {k: v for k, v in env_vars.items() if v is not None}
+    present_env_vars = {k: v for k, v in present_env_vars.items() if v is not None}
+
     log.event("config", env_vars=env_vars, set_vars=present_env_vars)
 
 

From 2c8f341eb5a7bdd2105c772f38cd089a4cfd818b Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Tue, 17 Feb 2026 09:17:38 +0000
Subject: [PATCH 635/697] Test selection: migrate IAM (#13768)

---
 .../test_basic_user.validation.json           | 14 --------
 .../aws_iam_user/test_parity.validation.json  |  5 ---
 .../aws_iam_user/templates/user_basic.yaml    |  0
 .../templates/user_basic_autogenerated.yaml   |  0
 .../aws_iam_user/templates/user_full.yaml     |  0
 .../aws_iam_user/templates/user_getatt.yaml   |  0
 .../templates/user_getatt_exploration.yaml    |  0
 .../aws_iam_user/templates/user_update.yaml   |  0
 .../aws_iam_user/test_basic_user.py           |  0
 .../test_basic_user.snapshot.json             | 20 ++++++------
 .../test_basic_user.validation.json           | 14 ++++++++
 .../aws_iam_user/test_exploration.py          |  0
 .../aws_iam_user/test_parity.py               |  0
 .../aws_iam_user/test_parity.snapshot.json    |  8 ++---
 .../aws_iam_user/test_parity.validation.json  |  5 +++
 .../resource_providers}/test_iam.py           | 30 +++++++----------
 .../test_iam.snapshot.json                    | 32 +++++++++----------
 .../test_iam.validation.json                  | 26 +++++++--------
 18 files changed, 74 insertions(+), 80 deletions(-)
 delete mode 100644 tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_basic_user.validation.json
 delete mode 100644 tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_parity.validation.json
 rename tests/aws/services/{cloudformation/resource_providers/iam => iam/resource_providers}/aws_iam_user/templates/user_basic.yaml (100%)
 rename tests/aws/services/{cloudformation/resource_providers/iam => iam/resource_providers}/aws_iam_user/templates/user_basic_autogenerated.yaml (100%)
 rename tests/aws/services/{cloudformation/resource_providers/iam => iam/resource_providers}/aws_iam_user/templates/user_full.yaml (100%)
 rename tests/aws/services/{cloudformation/resource_providers/iam => iam/resource_providers}/aws_iam_user/templates/user_getatt.yaml (100%)
 rename tests/aws/services/{cloudformation/resource_providers/iam => iam/resource_providers}/aws_iam_user/templates/user_getatt_exploration.yaml (100%)
 rename tests/aws/services/{cloudformation/resource_providers/iam => iam/resource_providers}/aws_iam_user/templates/user_update.yaml (100%)
 rename tests/aws/services/{cloudformation/resource_providers/iam => iam/resource_providers}/aws_iam_user/test_basic_user.py (100%)
 rename tests/aws/services/{cloudformation/resource_providers/iam => iam/resource_providers}/aws_iam_user/test_basic_user.snapshot.json (80%)
 create mode 100644 tests/aws/services/iam/resource_providers/aws_iam_user/test_basic_user.validation.json
 rename tests/aws/services/{cloudformation/resource_providers/iam => iam/resource_providers}/aws_iam_user/test_exploration.py (100%)
 rename tests/aws/services/{cloudformation/resource_providers/iam => iam/resource_providers}/aws_iam_user/test_parity.py (100%)
 rename tests/aws/services/{cloudformation/resource_providers/iam => iam/resource_providers}/aws_iam_user/test_parity.snapshot.json (81%)
 create mode 100644 tests/aws/services/iam/resource_providers/aws_iam_user/test_parity.validation.json
 rename tests/aws/services/{cloudformation/resource_providers/iam => iam/resource_providers}/test_iam.py (94%)
 rename tests/aws/services/{cloudformation/resource_providers/iam => iam/resource_providers}/test_iam.snapshot.json (86%)
 rename tests/aws/services/{cloudformation/resource_providers/iam => iam/resource_providers}/test_iam.validation.json (62%)

diff --git a/tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_basic_user.validation.json b/tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_basic_user.validation.json
deleted file mode 100644
index cd0a9d6da97bd..0000000000000
--- a/tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_basic_user.validation.json
+++ /dev/null
@@ -1,14 +0,0 @@
-{
-  "tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_basic_user.py::TestBasicCRD::test_autogenerated_values": {
-    "last_validated_date": "2023-06-28T20:54:57+00:00"
-  },
-  "tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_basic_user.py::TestBasicCRD::test_black_box": {
-    "last_validated_date": "2023-06-28T20:01:50+00:00"
-  },
-  "tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_basic_user.py::TestBasicCRD::test_getatt": {
-    "last_validated_date": "2023-07-05T12:15:12+00:00"
-  },
-  "tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_basic_user.py::TestUpdates::test_update_without_replacement": {
-    "last_validated_date": "2023-06-28T20:31:43+00:00"
-  }
-}
diff --git a/tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_parity.validation.json b/tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_parity.validation.json
deleted file mode 100644
index a0b1ff9f59556..0000000000000
--- a/tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_parity.validation.json
+++ /dev/null
@@ -1,5 +0,0 @@
-{
-  "tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_parity.py::TestParity::test_create_with_full_properties": {
-    "last_validated_date": "2023-06-29T11:59:27+00:00"
-  }
-}
diff --git a/tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/templates/user_basic.yaml b/tests/aws/services/iam/resource_providers/aws_iam_user/templates/user_basic.yaml
similarity index 100%
rename from tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/templates/user_basic.yaml
rename to tests/aws/services/iam/resource_providers/aws_iam_user/templates/user_basic.yaml
diff --git a/tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/templates/user_basic_autogenerated.yaml b/tests/aws/services/iam/resource_providers/aws_iam_user/templates/user_basic_autogenerated.yaml
similarity index 100%
rename from tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/templates/user_basic_autogenerated.yaml
rename to tests/aws/services/iam/resource_providers/aws_iam_user/templates/user_basic_autogenerated.yaml
diff --git a/tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/templates/user_full.yaml b/tests/aws/services/iam/resource_providers/aws_iam_user/templates/user_full.yaml
similarity index 100%
rename from tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/templates/user_full.yaml
rename to tests/aws/services/iam/resource_providers/aws_iam_user/templates/user_full.yaml
diff --git a/tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/templates/user_getatt.yaml b/tests/aws/services/iam/resource_providers/aws_iam_user/templates/user_getatt.yaml
similarity index 100%
rename from tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/templates/user_getatt.yaml
rename to tests/aws/services/iam/resource_providers/aws_iam_user/templates/user_getatt.yaml
diff --git a/tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/templates/user_getatt_exploration.yaml b/tests/aws/services/iam/resource_providers/aws_iam_user/templates/user_getatt_exploration.yaml
similarity index 100%
rename from tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/templates/user_getatt_exploration.yaml
rename to tests/aws/services/iam/resource_providers/aws_iam_user/templates/user_getatt_exploration.yaml
diff --git a/tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/templates/user_update.yaml b/tests/aws/services/iam/resource_providers/aws_iam_user/templates/user_update.yaml
similarity index 100%
rename from tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/templates/user_update.yaml
rename to tests/aws/services/iam/resource_providers/aws_iam_user/templates/user_update.yaml
diff --git a/tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_basic_user.py b/tests/aws/services/iam/resource_providers/aws_iam_user/test_basic_user.py
similarity index 100%
rename from tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_basic_user.py
rename to tests/aws/services/iam/resource_providers/aws_iam_user/test_basic_user.py
diff --git a/tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_basic_user.snapshot.json b/tests/aws/services/iam/resource_providers/aws_iam_user/test_basic_user.snapshot.json
similarity index 80%
rename from tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_basic_user.snapshot.json
rename to tests/aws/services/iam/resource_providers/aws_iam_user/test_basic_user.snapshot.json
index e1c6e9dc25597..11d09d2ae4fad 100644
--- a/tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_basic_user.snapshot.json
+++ b/tests/aws/services/iam/resource_providers/aws_iam_user/test_basic_user.snapshot.json
@@ -1,5 +1,5 @@
 {
-  "tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_basic_user.py::TestBasicCRD::test_black_box": {
+  "tests/aws/services/iam/resource_providers/aws_iam_user/test_basic_user.py::TestBasicCRD::test_black_box": {
     "recorded-date": "28-06-2023, 22:01:50",
     "recorded-content": {
       "stack-outputs": {
@@ -8,7 +8,7 @@
       "describe-resource": {
         "User": {
           "Arn": "arn:<partition>:iam::111111111111:user/<user-name>",
-          "CreateDate": "datetime",
+          "CreateDate": "<datetime>",
           "Path": "/",
           "UserId": "<user-id:1>",
           "UserName": "<user-name>"
@@ -20,7 +20,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_basic_user.py::TestUpdates::test_update_without_replacement": {
+  "tests/aws/services/iam/resource_providers/aws_iam_user/test_basic_user.py::TestUpdates::test_update_without_replacement": {
     "recorded-date": "28-06-2023, 22:31:43",
     "recorded-content": {
       "stack-outputs-before-update": {
@@ -29,7 +29,7 @@
       "describe-resource-before-update": {
         "User": {
           "Arn": "arn:<partition>:iam::111111111111:user/<user-name>",
-          "CreateDate": "datetime",
+          "CreateDate": "<datetime>",
           "Path": "/",
           "UserId": "<user-id:1>",
           "UserName": "<user-name>"
@@ -42,7 +42,7 @@
       "describe-resource-after-update": {
         "User": {
           "Arn": "arn:<partition>:iam::111111111111:user/<user-name>-updated",
-          "CreateDate": "datetime",
+          "CreateDate": "<datetime>",
           "Path": "/",
           "UserId": "<user-id:2>",
           "UserName": "<user-name>-updated"
@@ -57,7 +57,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_basic_user.py::TestBasicCRD::test_autogenerated_values": {
+  "tests/aws/services/iam/resource_providers/aws_iam_user/test_basic_user.py::TestBasicCRD::test_autogenerated_values": {
     "recorded-date": "28-06-2023, 22:54:57",
     "recorded-content": {
       "stack_outputs": {
@@ -66,7 +66,7 @@
       "autogenerated-get-user": {
         "User": {
           "Arn": "arn:<partition>:iam::111111111111:user/<user-name>",
-          "CreateDate": "datetime",
+          "CreateDate": "<datetime>",
           "Path": "/",
           "UserId": "<user-id:1>",
           "UserName": "<user-name>"
@@ -78,7 +78,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_basic_user.py::TestBasicCRD::test_getatt": {
+  "tests/aws/services/iam/resource_providers/aws_iam_user/test_basic_user.py::TestBasicCRD::test_getatt": {
     "recorded-date": "05-07-2023, 14:15:12",
     "recorded-content": {
       "stack-outputs": {
@@ -88,7 +88,7 @@
       "describe-resource": {
         "User": {
           "Arn": "arn:<partition>:iam::111111111111:user/<user-name>",
-          "CreateDate": "datetime",
+          "CreateDate": "<datetime>",
           "Path": "/",
           "UserId": "<user-id:1>",
           "UserName": "<user-name>"
@@ -103,7 +103,7 @@
           "DriftInformation": {
             "StackResourceDriftStatus": "NOT_CHECKED"
           },
-          "LastUpdatedTimestamp": "timestamp",
+          "LastUpdatedTimestamp": "<timestamp>",
           "LogicalResourceId": "MyResource",
           "Metadata": {},
           "PhysicalResourceId": "<user-name>",
diff --git a/tests/aws/services/iam/resource_providers/aws_iam_user/test_basic_user.validation.json b/tests/aws/services/iam/resource_providers/aws_iam_user/test_basic_user.validation.json
new file mode 100644
index 0000000000000..102dee48e5e6a
--- /dev/null
+++ b/tests/aws/services/iam/resource_providers/aws_iam_user/test_basic_user.validation.json
@@ -0,0 +1,14 @@
+{
+  "tests/aws/services/iam/resource_providers/aws_iam_user/test_basic_user.py::TestBasicCRD::test_autogenerated_values": {
+    "last_validated_date": "2023-06-28T20:54:57+00:00"
+  },
+  "tests/aws/services/iam/resource_providers/aws_iam_user/test_basic_user.py::TestBasicCRD::test_black_box": {
+    "last_validated_date": "2023-06-28T20:01:50+00:00"
+  },
+  "tests/aws/services/iam/resource_providers/aws_iam_user/test_basic_user.py::TestBasicCRD::test_getatt": {
+    "last_validated_date": "2023-07-05T12:15:12+00:00"
+  },
+  "tests/aws/services/iam/resource_providers/aws_iam_user/test_basic_user.py::TestUpdates::test_update_without_replacement": {
+    "last_validated_date": "2023-06-28T20:31:43+00:00"
+  }
+}
diff --git a/tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_exploration.py b/tests/aws/services/iam/resource_providers/aws_iam_user/test_exploration.py
similarity index 100%
rename from tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_exploration.py
rename to tests/aws/services/iam/resource_providers/aws_iam_user/test_exploration.py
diff --git a/tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_parity.py b/tests/aws/services/iam/resource_providers/aws_iam_user/test_parity.py
similarity index 100%
rename from tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_parity.py
rename to tests/aws/services/iam/resource_providers/aws_iam_user/test_parity.py
diff --git a/tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_parity.snapshot.json b/tests/aws/services/iam/resource_providers/aws_iam_user/test_parity.snapshot.json
similarity index 81%
rename from tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_parity.snapshot.json
rename to tests/aws/services/iam/resource_providers/aws_iam_user/test_parity.snapshot.json
index cc28d998b40b0..c0838bbf3ac2a 100644
--- a/tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_parity.snapshot.json
+++ b/tests/aws/services/iam/resource_providers/aws_iam_user/test_parity.snapshot.json
@@ -1,5 +1,5 @@
 {
-  "tests/aws/services/cloudformation/resource_providers/iam/aws_iam_user/test_parity.py::TestParity::test_create_with_full_properties": {
+  "tests/aws/services/iam/resource_providers/aws_iam_user/test_parity.py::TestParity::test_create_with_full_properties": {
     "recorded-date": "29-06-2023, 13:59:27",
     "recorded-content": {
       "stack-outputs": {
@@ -8,7 +8,7 @@
       "describe-user-resource": {
         "User": {
           "Arn": "arn:<partition>:iam::111111111111:user/<user-name>",
-          "CreateDate": "datetime",
+          "CreateDate": "<datetime>",
           "Path": "/",
           "UserId": "<user-id:1>",
           "UserName": "<user-name>"
@@ -22,14 +22,14 @@
         "Groups": [
           {
             "Arn": "arn:<partition>:iam::111111111111:group/<group-name-1>",
-            "CreateDate": "datetime",
+            "CreateDate": "<datetime>",
             "GroupId": "<group-id:1>",
             "GroupName": "<group-name-1>",
             "Path": "/"
           },
           {
             "Arn": "arn:<partition>:iam::111111111111:group/<group-name-2>",
-            "CreateDate": "datetime",
+            "CreateDate": "<datetime>",
             "GroupId": "<group-id:2>",
             "GroupName": "<group-name-2>",
             "Path": "/"
diff --git a/tests/aws/services/iam/resource_providers/aws_iam_user/test_parity.validation.json b/tests/aws/services/iam/resource_providers/aws_iam_user/test_parity.validation.json
new file mode 100644
index 0000000000000..844553ba7c906
--- /dev/null
+++ b/tests/aws/services/iam/resource_providers/aws_iam_user/test_parity.validation.json
@@ -0,0 +1,5 @@
+{
+  "tests/aws/services/iam/resource_providers/aws_iam_user/test_parity.py::TestParity::test_create_with_full_properties": {
+    "last_validated_date": "2023-06-29T11:59:27+00:00"
+  }
+}
diff --git a/tests/aws/services/cloudformation/resource_providers/iam/test_iam.py b/tests/aws/services/iam/resource_providers/test_iam.py
similarity index 94%
rename from tests/aws/services/cloudformation/resource_providers/iam/test_iam.py
rename to tests/aws/services/iam/resource_providers/test_iam.py
index f224c91688f98..65778e06d776e 100644
--- a/tests/aws/services/cloudformation/resource_providers/iam/test_iam.py
+++ b/tests/aws/services/iam/resource_providers/test_iam.py
@@ -13,7 +13,7 @@ def test_delete_role_detaches_role_policy(deploy_cfn_template, aws_client):
     role_name = f"LsRole{short_uid()}"
     stack = deploy_cfn_template(
         template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../templates/iam_role_policy.yaml"
+            os.path.dirname(__file__), "../../../templates/iam_role_policy.yaml"
         ),
         parameters={"RoleName": role_name},
     )
@@ -26,7 +26,7 @@ def test_delete_role_detaches_role_policy(deploy_cfn_template, aws_client):
         is_update=True,
         stack_name=stack.stack_name,
         template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../templates/iam_role_policy.yaml"
+            os.path.dirname(__file__), "../../../templates/iam_role_policy.yaml"
         ),
         parameters={"RoleName": f"role-{short_uid()}"},
     )
@@ -46,7 +46,7 @@ def test_policy_attachments(deploy_cfn_template, aws_client):
     linked_role_id = short_uid()
     deploy_cfn_template(
         template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../templates/iam_policy_attachments.yaml"
+            os.path.dirname(__file__), "../../../templates/iam_policy_attachments.yaml"
         ),
         template_mapping={
             "role_name": role_name,
@@ -119,7 +119,7 @@ def test_iam_user_access_key(deploy_cfn_template, snapshot, aws_client):
     user_name = f"user-{short_uid()}"
     stack = deploy_cfn_template(
         template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../templates/iam_access_key.yaml"
+            os.path.dirname(__file__), "../../../templates/iam_access_key.yaml"
         ),
         parameters={"UserName": user_name},
     )
@@ -133,7 +133,7 @@ def test_iam_user_access_key(deploy_cfn_template, snapshot, aws_client):
         stack_name=stack.stack_name,
         is_update=True,
         template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../templates/iam_access_key.yaml"
+            os.path.dirname(__file__), "../../../templates/iam_access_key.yaml"
         ),
         parameters={"UserName": user_name, "Status": "Inactive", "Serial": "2"},
     )
@@ -158,7 +158,7 @@ def test_update_inline_policy(deploy_cfn_template, snapshot, aws_client):
 
     stack = deploy_cfn_template(
         template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../templates/iam_policy_role.yaml"
+            os.path.dirname(__file__), "../../../templates/iam_policy_role.yaml"
         ),
         parameters={
             "PolicyName": policy_name,
@@ -179,7 +179,7 @@ def test_update_inline_policy(deploy_cfn_template, snapshot, aws_client):
 
     deploy_cfn_template(
         template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../templates/iam_policy_role_updated.yaml"
+            os.path.dirname(__file__), "../../../templates/iam_policy_role_updated.yaml"
         ),
         parameters={
             "PolicyName": policy_name,
@@ -223,9 +223,7 @@ def test_managed_policy_with_empty_resource(deploy_cfn_template, snapshot, aws_c
         "policyName": f"managed-policy-{short_uid()}",
     }
 
-    template_path = os.path.join(
-        os.path.dirname(__file__), "../../../../templates/dynamodb_iam.yaml"
-    )
+    template_path = os.path.join(os.path.dirname(__file__), "../../../templates/dynamodb_iam.yaml")
 
     stack = deploy_cfn_template(template_path=template_path, parameters=parameters)
 
@@ -245,7 +243,7 @@ def test_managed_policy_with_empty_resource(deploy_cfn_template, snapshot, aws_c
 def test_server_certificate(deploy_cfn_template, snapshot, aws_client):
     stack = deploy_cfn_template(
         template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../templates/iam_server_certificate.yaml"
+            os.path.dirname(__file__), "../../../templates/iam_server_certificate.yaml"
         ),
         parameters={"certificateName": f"server-certificate-{short_uid()}"},
     )
@@ -275,7 +273,7 @@ def test_server_certificate(deploy_cfn_template, snapshot, aws_client):
 def test_cfn_handle_iam_role_resource_no_role_name(deploy_cfn_template, aws_client):
     stack = deploy_cfn_template(
         template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../templates/iam_role_defaults.yml"
+            os.path.dirname(__file__), "../../../templates/iam_role_defaults.yml"
         )
     )
     role_path_prefix = "/test-role-prefix/"
@@ -296,9 +294,7 @@ def test_updating_stack_with_iam_role(deploy_cfn_template, aws_client):
 
     # Create stack and wait for 'CREATE_COMPLETE' status of the stack
     stack = deploy_cfn_template(
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../templates/template7.json"
-        ),
+        template_path=os.path.join(os.path.dirname(__file__), "../../../templates/template7.json"),
         parameters={
             "LambdaRoleName": lambda_role_name,
             "LambdaFunctionName": lambda_function_name,
@@ -318,9 +314,7 @@ def test_updating_stack_with_iam_role(deploy_cfn_template, aws_client):
     # Update stack and wait for 'UPDATE_COMPLETE' status of the stack
     stack = deploy_cfn_template(
         is_update=True,
-        template_path=os.path.join(
-            os.path.dirname(__file__), "../../../../templates/template7.json"
-        ),
+        template_path=os.path.join(os.path.dirname(__file__), "../../../templates/template7.json"),
         stack_name=stack.stack_name,
         parameters={
             "LambdaRoleName": lambda_role_name_new,
diff --git a/tests/aws/services/cloudformation/resource_providers/iam/test_iam.snapshot.json b/tests/aws/services/iam/resource_providers/test_iam.snapshot.json
similarity index 86%
rename from tests/aws/services/cloudformation/resource_providers/iam/test_iam.snapshot.json
rename to tests/aws/services/iam/resource_providers/test_iam.snapshot.json
index d26574daaf2b1..2027856d4de0d 100644
--- a/tests/aws/services/cloudformation/resource_providers/iam/test_iam.snapshot.json
+++ b/tests/aws/services/iam/resource_providers/test_iam.snapshot.json
@@ -1,11 +1,11 @@
 {
-  "tests/aws/services/cloudformation/resource_providers/iam/test_iam.py::test_iam_username_defaultname": {
+  "tests/aws/services/iam/resource_providers/test_iam.py::test_iam_username_defaultname": {
     "recorded-date": "10-02-2026, 15:51:18",
     "recorded-content": {
       "get_iam_user": {
         "User": {
           "Arn": "arn:<partition>:iam::111111111111:user/<user-name:1>",
-          "CreateDate": "datetime",
+          "CreateDate": "<datetime>",
           "Path": "/",
           "UserId": "<user-id:1>",
           "UserName": "<user-name:1>"
@@ -17,7 +17,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/resource_providers/iam/test_iam.py::test_managed_policy_with_empty_resource": {
+  "tests/aws/services/iam/resource_providers/test_iam.py::test_managed_policy_with_empty_resource": {
     "recorded-date": "10-02-2026, 15:56:19",
     "recorded-content": {
       "outputs": {
@@ -30,7 +30,7 @@
         "Policy": {
           "Arn": "arn:<partition>:iam::111111111111:policy/<policy-name:1>",
           "AttachmentCount": 0,
-          "CreateDate": "datetime",
+          "CreateDate": "<datetime>",
           "DefaultVersionId": "v1",
           "IsAttachable": true,
           "Path": "/",
@@ -38,7 +38,7 @@
           "PolicyId": "<policy-id:1>",
           "PolicyName": "<policy-name:1>",
           "Tags": [],
-          "UpdateDate": "datetime"
+          "UpdateDate": "<datetime>"
         },
         "ResponseMetadata": {
           "HTTPHeaders": {},
@@ -47,7 +47,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/resource_providers/iam/test_iam.py::test_iam_user_access_key": {
+  "tests/aws/services/iam/resource_providers/test_iam.py::test_iam_user_access_key": {
     "recorded-date": "10-02-2026, 15:52:59",
     "recorded-content": {
       "key_outputs": {
@@ -56,19 +56,19 @@
       },
       "access_key": {
         "AccessKeyId": "<key-id:1>",
-        "CreateDate": "datetime",
+        "CreateDate": "<datetime>",
         "Status": "Active",
         "UserName": "<user-name:1>"
       },
       "access_key_updated": {
         "AccessKeyId": "<key-id:2>",
-        "CreateDate": "datetime",
+        "CreateDate": "<datetime>",
         "Status": "Inactive",
         "UserName": "<user-name:1>"
       }
     }
   },
-  "tests/aws/services/cloudformation/resource_providers/iam/test_iam.py::test_update_inline_policy": {
+  "tests/aws/services/iam/resource_providers/test_iam.py::test_update_inline_policy": {
     "recorded-date": "10-02-2026, 15:54:55",
     "recorded-content": {
       "user_inline_policy": {
@@ -155,7 +155,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/resource_providers/iam/test_iam.py::test_server_certificate": {
+  "tests/aws/services/iam/resource_providers/test_iam.py::test_server_certificate": {
     "recorded-date": "10-02-2026, 15:58:53",
     "recorded-content": {
       "outputs": {
@@ -167,11 +167,11 @@
           "CertificateBody": "-----BEGIN CERTIFICATE-----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\neg==\n-----END CERTIFICATE-----",
           "ServerCertificateMetadata": {
             "Arn": "arn:<partition>:iam::111111111111:server-certificate/<server-certificate-name:1>",
-            "Expiration": "datetime",
+            "Expiration": "<datetime>",
             "Path": "/",
             "ServerCertificateId": "<server-certificate-id:1>",
             "ServerCertificateName": "<server-certificate-name:1>",
-            "UploadDate": "datetime"
+            "UploadDate": "<datetime>"
           },
           "Tags": []
         },
@@ -193,7 +193,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/resource_providers/iam/test_iam.py::test_managedpolicy_with_fn_sub_json_string": {
+  "tests/aws/services/iam/resource_providers/test_iam.py::test_managedpolicy_with_fn_sub_json_string": {
     "recorded-date": "10-02-2026, 16:02:06",
     "recorded-content": {
       "policy_document": {
@@ -208,7 +208,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/resource_providers/iam/test_iam.py::test_managedpolicy_with_fn_sub_multiline_yaml": {
+  "tests/aws/services/iam/resource_providers/test_iam.py::test_managedpolicy_with_fn_sub_multiline_yaml": {
     "recorded-date": "10-02-2026, 16:02:38",
     "recorded-content": {
       "policy_document_multiline": {
@@ -223,7 +223,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/resource_providers/iam/test_iam.py::test_managedpolicy_with_fn_sub_and_arrays": {
+  "tests/aws/services/iam/resource_providers/test_iam.py::test_managedpolicy_with_fn_sub_and_arrays": {
     "recorded-date": "10-02-2026, 16:03:09",
     "recorded-content": {
       "policy_with_arrays": {
@@ -244,7 +244,7 @@
       }
     }
   },
-  "tests/aws/services/cloudformation/resource_providers/iam/test_iam.py::test_inline_policy_with_fn_sub_json_string": {
+  "tests/aws/services/iam/resource_providers/test_iam.py::test_inline_policy_with_fn_sub_json_string": {
     "recorded-date": "10-02-2026, 16:03:58",
     "recorded-content": {
       "inline_policy_document": {
diff --git a/tests/aws/services/cloudformation/resource_providers/iam/test_iam.validation.json b/tests/aws/services/iam/resource_providers/test_iam.validation.json
similarity index 62%
rename from tests/aws/services/cloudformation/resource_providers/iam/test_iam.validation.json
rename to tests/aws/services/iam/resource_providers/test_iam.validation.json
index cd3ea0b65953d..1664ad8e4023c 100644
--- a/tests/aws/services/cloudformation/resource_providers/iam/test_iam.validation.json
+++ b/tests/aws/services/iam/resource_providers/test_iam.validation.json
@@ -1,5 +1,5 @@
 {
-  "tests/aws/services/cloudformation/resource_providers/iam/test_iam.py::test_cfn_handle_iam_role_resource_no_role_name": {
+  "tests/aws/services/iam/resource_providers/test_iam.py::test_cfn_handle_iam_role_resource_no_role_name": {
     "last_validated_date": "2026-02-10T15:59:36+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
@@ -8,7 +8,7 @@
       "total": 42.43
     }
   },
-  "tests/aws/services/cloudformation/resource_providers/iam/test_iam.py::test_delete_role_detaches_role_policy": {
+  "tests/aws/services/iam/resource_providers/test_iam.py::test_delete_role_detaches_role_policy": {
     "last_validated_date": "2026-02-10T15:48:42+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
@@ -17,7 +17,7 @@
       "total": 95.69
     }
   },
-  "tests/aws/services/cloudformation/resource_providers/iam/test_iam.py::test_iam_user_access_key": {
+  "tests/aws/services/iam/resource_providers/test_iam.py::test_iam_user_access_key": {
     "last_validated_date": "2026-02-10T15:53:40+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
@@ -26,7 +26,7 @@
       "total": 103.38
     }
   },
-  "tests/aws/services/cloudformation/resource_providers/iam/test_iam.py::test_iam_username_defaultname": {
+  "tests/aws/services/iam/resource_providers/test_iam.py::test_iam_username_defaultname": {
     "last_validated_date": "2026-02-10T15:51:57+00:00",
     "durations_in_seconds": {
       "setup": 0.55,
@@ -35,7 +35,7 @@
       "total": 86.32
     }
   },
-  "tests/aws/services/cloudformation/resource_providers/iam/test_iam.py::test_inline_policy_with_fn_sub_json_string": {
+  "tests/aws/services/iam/resource_providers/test_iam.py::test_inline_policy_with_fn_sub_json_string": {
     "last_validated_date": "2026-02-10T16:04:14+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
@@ -44,7 +44,7 @@
       "total": 59.92
     }
   },
-  "tests/aws/services/cloudformation/resource_providers/iam/test_iam.py::test_managed_policy_with_empty_resource": {
+  "tests/aws/services/iam/resource_providers/test_iam.py::test_managed_policy_with_empty_resource": {
     "last_validated_date": "2026-02-10T15:56:37+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
@@ -53,7 +53,7 @@
       "total": 60.23
     }
   },
-  "tests/aws/services/cloudformation/resource_providers/iam/test_iam.py::test_managedpolicy_with_fn_sub_and_arrays": {
+  "tests/aws/services/iam/resource_providers/test_iam.py::test_managedpolicy_with_fn_sub_and_arrays": {
     "last_validated_date": "2026-02-10T16:03:14+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
@@ -62,7 +62,7 @@
       "total": 31.65
     }
   },
-  "tests/aws/services/cloudformation/resource_providers/iam/test_iam.py::test_managedpolicy_with_fn_sub_json_string": {
+  "tests/aws/services/iam/resource_providers/test_iam.py::test_managedpolicy_with_fn_sub_json_string": {
     "last_validated_date": "2026-02-10T16:02:11+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
@@ -71,7 +71,7 @@
       "total": 31.88
     }
   },
-  "tests/aws/services/cloudformation/resource_providers/iam/test_iam.py::test_managedpolicy_with_fn_sub_multiline_yaml": {
+  "tests/aws/services/iam/resource_providers/test_iam.py::test_managedpolicy_with_fn_sub_multiline_yaml": {
     "last_validated_date": "2026-02-10T16:02:43+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
@@ -80,7 +80,7 @@
       "total": 31.49
     }
   },
-  "tests/aws/services/cloudformation/resource_providers/iam/test_iam.py::test_policy_attachments": {
+  "tests/aws/services/iam/resource_providers/test_iam.py::test_policy_attachments": {
     "last_validated_date": "2026-02-10T15:50:31+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
@@ -89,7 +89,7 @@
       "total": 108.66
     }
   },
-  "tests/aws/services/cloudformation/resource_providers/iam/test_iam.py::test_server_certificate": {
+  "tests/aws/services/iam/resource_providers/test_iam.py::test_server_certificate": {
     "last_validated_date": "2026-02-10T15:58:54+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
@@ -98,7 +98,7 @@
       "total": 136.9
     }
   },
-  "tests/aws/services/cloudformation/resource_providers/iam/test_iam.py::test_update_inline_policy": {
+  "tests/aws/services/iam/resource_providers/test_iam.py::test_update_inline_policy": {
     "last_validated_date": "2026-02-10T15:55:37+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
@@ -107,7 +107,7 @@
       "total": 116.21
     }
   },
-  "tests/aws/services/cloudformation/resource_providers/iam/test_iam.py::test_updating_stack_with_iam_role": {
+  "tests/aws/services/iam/resource_providers/test_iam.py::test_updating_stack_with_iam_role": {
     "last_validated_date": "2026-02-10T16:01:39+00:00",
     "durations_in_seconds": {
       "setup": 0.0,

From a9f484d5c1e4a34e80858f587a25bb10183c5269 Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Tue, 17 Feb 2026 13:05:10 +0100
Subject: [PATCH 636/697] Upgrade pinned Python dependencies (#13781)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
---
 .pre-commit-config.yaml       |  4 ++--
 requirements-base-runtime.txt |  6 ++---
 requirements-basic.txt        |  2 +-
 requirements-dev.txt          | 22 +++++++++---------
 requirements-runtime.txt      | 10 ++++----
 requirements-test.txt         | 12 +++++-----
 requirements-typehint.txt     | 44 +++++++++++++++++------------------
 7 files changed, 50 insertions(+), 50 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 36e2c30a210eb..f36c5c88987db 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -4,7 +4,7 @@
 repos:
   - repo: https://github.com/astral-sh/ruff-pre-commit
     # Ruff version.
-    rev: v0.15.0
+    rev: v0.15.1
     hooks:
       - id: ruff
         args: [--fix, --exit-non-zero-on-fix]
@@ -34,7 +34,7 @@ repos:
       - id: check-pinned-deps-for-needed-upgrade
 
   - repo: https://github.com/python-openapi/openapi-spec-validator
-    rev: 0.8.0b1
+    rev: 0.8.0b2
     hooks:
       - id: openapi-spec-validator
         files: .*openapi.*\.(json|yaml|yml)
diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index 41815cef9d710..d3c550d3cbf45 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -13,7 +13,7 @@ attrs==25.4.0
     #   jsonschema
     #   localstack-twisted
     #   referencing
-awscrt==0.31.1
+awscrt==0.31.2
     # via localstack-core (pyproject.toml)
 boto3==1.42.49
     # via localstack-core (pyproject.toml)
@@ -22,7 +22,7 @@ botocore==1.42.49
     #   boto3
     #   localstack-core (pyproject.toml)
     #   s3transfer
-cachetools==7.0.0
+cachetools==7.0.1
     # via localstack-core (pyproject.toml)
 cbor2==5.8.0
     # via localstack-core (pyproject.toml)
@@ -208,7 +208,7 @@ werkzeug==3.1.5
     #   rolo
 wsproto==1.3.2
     # via hypercorn
-xmltodict==1.0.2
+xmltodict==1.0.3
     # via localstack-core (pyproject.toml)
 zope-interface==8.2
     # via localstack-twisted
diff --git a/requirements-basic.txt b/requirements-basic.txt
index d0fbcee7680a8..92e51c7b413b4 100644
--- a/requirements-basic.txt
+++ b/requirements-basic.txt
@@ -6,7 +6,7 @@
 #
 asn1crypto==1.5.1
     # via localstack-core (pyproject.toml)
-cachetools==7.0.0
+cachetools==7.0.1
     # via localstack-core (pyproject.toml)
 certifi==2026.1.4
     # via requests
diff --git a/requirements-dev.txt b/requirements-dev.txt
index fad1334b500cc..bf9aae70e2bc9 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -46,7 +46,7 @@ aws-xray-sdk==2.15.0
     # via moto-ext
 awscli==1.44.39
     # via localstack-core
-awscrt==0.31.1
+awscrt==0.31.2
     # via localstack-core
 boto3==1.42.49
     # via
@@ -62,7 +62,7 @@ botocore==1.42.49
     #   localstack-core
     #   moto-ext
     #   s3transfer
-cachetools==7.0.0
+cachetools==7.0.1
     # via
     #   airspeed-ext
     #   localstack-core
@@ -142,7 +142,7 @@ docutils==0.19
     # via awscli
 events==0.5
     # via opensearch-py
-filelock==3.20.3
+filelock==3.24.2
     # via virtualenv
 graphql-core==3.2.7
     # via moto-ext
@@ -195,7 +195,7 @@ jmespath==1.1.0
     # via
     #   boto3
     #   botocore
-joserfc==1.6.1
+joserfc==1.6.2
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core
@@ -243,7 +243,7 @@ kclpy-ext==3.0.5
     # via localstack-core
 lazy-object-proxy==1.12.0
     # via openapi-spec-validator
-librt==0.7.8
+librt==0.8.0
     # via mypy
 localstack-snapshot==0.3.3
     # via localstack-core
@@ -259,7 +259,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.22
+moto-ext==5.1.23
     # via localstack-core
 mpmath==1.3.0
     # via sympy
@@ -307,7 +307,7 @@ pathable==0.4.4
     # via jsonschema-path
 pathspec==1.0.4
     # via mypy
-platformdirs==4.5.1
+platformdirs==4.9.2
     # via virtualenv
 pluggy==1.6.0
     # via
@@ -376,7 +376,7 @@ pytest==9.0.2
     #   pytest-rerunfailures
     #   pytest-split
     #   pytest-tinybird
-pytest-httpserver==1.1.4
+pytest-httpserver==1.1.5
     # via localstack-core
 pytest-rerunfailures==16.1
     # via localstack-core
@@ -451,7 +451,7 @@ rsa==4.7.2
     # via awscli
 rstr==3.2.2
     # via localstack-core (pyproject.toml)
-ruff==0.15.0
+ruff==0.15.1
     # via localstack-core (pyproject.toml)
 s3transfer==0.16.0
     # via
@@ -501,7 +501,7 @@ urllib3==2.6.3
     #   opensearch-py
     #   requests
     #   responses
-virtualenv==20.36.1
+virtualenv==20.37.0
     # via pre-commit
 watchdog==6.0.0
     # via localstack-core (pyproject.toml)
@@ -518,7 +518,7 @@ wrapt==2.1.1
     # via aws-xray-sdk
 wsproto==1.3.2
     # via hypercorn
-xmltodict==1.0.2
+xmltodict==1.0.3
     # via
     #   localstack-core
     #   moto-ext
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index d88eb3d7fa3d9..504b606dd921e 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -34,7 +34,7 @@ aws-xray-sdk==2.15.0
     # via moto-ext
 awscli==1.44.39
     # via localstack-core (pyproject.toml)
-awscrt==0.31.1
+awscrt==0.31.2
     # via localstack-core
 boto3==1.42.49
     # via
@@ -50,7 +50,7 @@ botocore==1.42.49
     #   localstack-core
     #   moto-ext
     #   s3transfer
-cachetools==7.0.0
+cachetools==7.0.1
     # via
     #   airspeed-ext
     #   localstack-core
@@ -142,7 +142,7 @@ jmespath==1.1.0
     # via
     #   boto3
     #   botocore
-joserfc==1.6.1
+joserfc==1.6.2
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core (pyproject.toml)
@@ -192,7 +192,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.22
+moto-ext==5.1.23
     # via localstack-core (pyproject.toml)
 mpmath==1.3.0
     # via sympy
@@ -368,7 +368,7 @@ wrapt==2.1.1
     # via aws-xray-sdk
 wsproto==1.3.2
     # via hypercorn
-xmltodict==1.0.2
+xmltodict==1.0.3
     # via
     #   localstack-core
     #   moto-ext
diff --git a/requirements-test.txt b/requirements-test.txt
index 6c423b560de0f..9cc2875290d47 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -46,7 +46,7 @@ aws-xray-sdk==2.15.0
     # via moto-ext
 awscli==1.44.39
     # via localstack-core
-awscrt==0.31.1
+awscrt==0.31.2
     # via localstack-core
 boto3==1.42.49
     # via
@@ -62,7 +62,7 @@ botocore==1.42.49
     #   localstack-core
     #   moto-ext
     #   s3transfer
-cachetools==7.0.0
+cachetools==7.0.1
     # via
     #   airspeed-ext
     #   localstack-core
@@ -176,7 +176,7 @@ jmespath==1.1.0
     # via
     #   boto3
     #   botocore
-joserfc==1.6.1
+joserfc==1.6.2
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core
@@ -238,7 +238,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.22
+moto-ext==5.1.23
     # via localstack-core
 mpmath==1.3.0
     # via sympy
@@ -331,7 +331,7 @@ pytest==9.0.2
     #   pytest-rerunfailures
     #   pytest-split
     #   pytest-tinybird
-pytest-httpserver==1.1.4
+pytest-httpserver==1.1.5
     # via localstack-core (pyproject.toml)
 pytest-rerunfailures==16.1
     # via localstack-core (pyproject.toml)
@@ -460,7 +460,7 @@ wrapt==2.1.1
     # via aws-xray-sdk
 wsproto==1.3.2
     # via hypercorn
-xmltodict==1.0.2
+xmltodict==1.0.3
     # via
     #   localstack-core
     #   moto-ext
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index 47c9378878244..aae94f50fa2f0 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -46,7 +46,7 @@ aws-xray-sdk==2.15.0
     # via moto-ext
 awscli==1.44.39
     # via localstack-core
-awscrt==0.31.1
+awscrt==0.31.2
     # via localstack-core
 boto3==1.42.49
     # via
@@ -54,7 +54,7 @@ boto3==1.42.49
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-boto3-stubs==1.42.45
+boto3-stubs==1.42.50
     # via localstack-core (pyproject.toml)
 botocore==1.42.49
     # via
@@ -66,7 +66,7 @@ botocore==1.42.49
     #   s3transfer
 botocore-stubs==1.42.41
     # via boto3-stubs
-cachetools==7.0.0
+cachetools==7.0.1
     # via
     #   airspeed-ext
     #   localstack-core
@@ -146,7 +146,7 @@ docutils==0.19
     # via awscli
 events==0.5
     # via opensearch-py
-filelock==3.20.3
+filelock==3.24.2
     # via virtualenv
 graphql-core==3.2.7
     # via moto-ext
@@ -199,7 +199,7 @@ jmespath==1.1.0
     # via
     #   boto3
     #   botocore
-joserfc==1.6.1
+joserfc==1.6.2
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core
@@ -247,7 +247,7 @@ kclpy-ext==3.0.5
     # via localstack-core
 lazy-object-proxy==1.12.0
     # via openapi-spec-validator
-librt==0.7.8
+librt==0.8.0
     # via mypy
 localstack-snapshot==0.3.3
     # via localstack-core
@@ -263,7 +263,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.22
+moto-ext==5.1.23
     # via localstack-core
 mpmath==1.3.0
     # via sympy
@@ -295,7 +295,7 @@ mypy-boto3-autoscaling==1.42.33
     # via boto3-stubs
 mypy-boto3-backup==1.42.3
     # via boto3-stubs
-mypy-boto3-batch==1.42.41
+mypy-boto3-batch==1.42.47
     # via boto3-stubs
 mypy-boto3-ce==1.42.28
     # via boto3-stubs
@@ -307,7 +307,7 @@ mypy-boto3-cloudfront==1.42.40
     # via boto3-stubs
 mypy-boto3-cloudtrail==1.42.3
     # via boto3-stubs
-mypy-boto3-cloudwatch==1.42.7
+mypy-boto3-cloudwatch==1.42.49
     # via boto3-stubs
 mypy-boto3-codebuild==1.42.3
     # via boto3-stubs
@@ -333,15 +333,15 @@ mypy-boto3-dynamodb==1.42.41
     # via boto3-stubs
 mypy-boto3-dynamodbstreams==1.42.3
     # via boto3-stubs
-mypy-boto3-ec2==1.42.45
+mypy-boto3-ec2==1.42.50
     # via boto3-stubs
-mypy-boto3-ecr==1.42.13
+mypy-boto3-ecr==1.42.50
     # via boto3-stubs
 mypy-boto3-ecs==1.42.29
     # via boto3-stubs
 mypy-boto3-efs==1.42.3
     # via boto3-stubs
-mypy-boto3-eks==1.42.45
+mypy-boto3-eks==1.42.47
     # via boto3-stubs
 mypy-boto3-elasticache==1.42.3
     # via boto3-stubs
@@ -375,13 +375,13 @@ mypy-boto3-iot-data==1.42.3
     # via boto3-stubs
 mypy-boto3-iotwireless==1.42.3
     # via boto3-stubs
-mypy-boto3-kafka==1.42.3
+mypy-boto3-kafka==1.42.50
     # via boto3-stubs
 mypy-boto3-kinesis==1.42.41
     # via boto3-stubs
 mypy-boto3-kinesisanalyticsv2==1.42.3
     # via boto3-stubs
-mypy-boto3-kms==1.42.3
+mypy-boto3-kms==1.42.50
     # via boto3-stubs
 mypy-boto3-lakeformation==1.42.45
     # via boto3-stubs
@@ -409,7 +409,7 @@ mypy-boto3-pinpoint==1.42.3
     # via boto3-stubs
 mypy-boto3-pipes==1.42.3
     # via boto3-stubs
-mypy-boto3-rds==1.42.28
+mypy-boto3-rds==1.42.46
     # via boto3-stubs
 mypy-boto3-rds-data==1.42.3
     # via boto3-stubs
@@ -429,7 +429,7 @@ mypy-boto3-s3==1.42.37
     # via boto3-stubs
 mypy-boto3-s3control==1.42.37
     # via boto3-stubs
-mypy-boto3-sagemaker==1.42.44
+mypy-boto3-sagemaker==1.42.49
     # via boto3-stubs
 mypy-boto3-sagemaker-runtime==1.42.3
     # via boto3-stubs
@@ -507,7 +507,7 @@ pathable==0.4.4
     # via jsonschema-path
 pathspec==1.0.4
     # via mypy
-platformdirs==4.5.1
+platformdirs==4.9.2
     # via virtualenv
 pluggy==1.6.0
     # via
@@ -576,7 +576,7 @@ pytest==9.0.2
     #   pytest-rerunfailures
     #   pytest-split
     #   pytest-tinybird
-pytest-httpserver==1.1.4
+pytest-httpserver==1.1.5
     # via localstack-core
 pytest-rerunfailures==16.1
     # via localstack-core
@@ -651,7 +651,7 @@ rsa==4.7.2
     # via awscli
 rstr==3.2.2
     # via localstack-core
-ruff==0.15.0
+ruff==0.15.1
     # via localstack-core
 s3transfer==0.16.0
     # via
@@ -677,7 +677,7 @@ typeguard==2.13.3
     #   aws-cdk-lib
     #   constructs
     #   jsii
-types-awscrt==0.31.1
+types-awscrt==0.31.2
     # via botocore-stubs
 types-s3transfer==0.16.0
     # via boto3-stubs
@@ -705,7 +705,7 @@ urllib3==2.6.3
     #   opensearch-py
     #   requests
     #   responses
-virtualenv==20.36.1
+virtualenv==20.37.0
     # via pre-commit
 watchdog==6.0.0
     # via localstack-core
@@ -722,7 +722,7 @@ wrapt==2.1.1
     # via aws-xray-sdk
 wsproto==1.3.2
     # via hypercorn
-xmltodict==1.0.2
+xmltodict==1.0.3
     # via
     #   localstack-core
     #   moto-ext

From 554819d9c18c86a029cd9f1a1756caa1cc25a678 Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Tue, 17 Feb 2026 17:06:00 +0100
Subject: [PATCH 637/697] S3: pre-signed URL account logic with SigV2 (#13782)

---
 .../localstack/services/s3/presigned_url.py   | 30 ++++++++-----
 tests/aws/services/s3/test_s3.py              | 43 ++++++++++++++++---
 2 files changed, 57 insertions(+), 16 deletions(-)

diff --git a/localstack-core/localstack/services/s3/presigned_url.py b/localstack-core/localstack/services/s3/presigned_url.py
index a012299214678..b782391bc5721 100644
--- a/localstack-core/localstack/services/s3/presigned_url.py
+++ b/localstack-core/localstack/services/s3/presigned_url.py
@@ -20,7 +20,7 @@
 from botocore.utils import percent_encode_sequence
 from werkzeug.datastructures import Headers, ImmutableMultiDict
 
-from localstack import config
+from localstack import config, constants
 from localstack.aws.accounts import get_account_id_from_access_key_id
 from localstack.aws.api import CommonServiceException, RequestContext
 from localstack.aws.api.s3 import (
@@ -35,6 +35,7 @@
 from localstack.aws.chain import HandlerChain
 from localstack.aws.protocol.op_router import RestServiceOperationRouter
 from localstack.aws.spec import get_service_catalog
+from localstack.constants import AWS_REGION_US_EAST_1
 from localstack.http import Request, Response
 from localstack.http.request import get_raw_path
 from localstack.services.s3.constants import (
@@ -52,6 +53,7 @@
     uses_host_addressing,
 )
 from localstack.utils.aws.arns import get_partition
+from localstack.utils.aws.request_context import mock_aws_request_headers
 from localstack.utils.strings import to_bytes
 
 LOG = logging.getLogger(__name__)
@@ -191,8 +193,8 @@ def __call__(self, _: HandlerChain, context: RequestContext, __: Response):
             return
         try:
             if not is_presigned_url_request(context):
-                # validate headers, as some can raise ValueError in Moto
-                _validate_headers_for_moto(context.request.headers)
+                # validate headers
+                _validate_streaming_headers(context.request.headers)
                 return
             # will raise exceptions if the url is not valid, except if S3_SKIP_SIGNATURE_VALIDATION is True
             # will still try to validate it and log if there's an error
@@ -206,7 +208,7 @@ def __call__(self, _: HandlerChain, context: RequestContext, __: Response):
             elif is_valid_sig_v4(query_arg_set):
                 validate_presigned_url_s3v4(context)
 
-            _validate_headers_for_moto(context.request.headers)
+            _validate_streaming_headers(context.request.headers)
             LOG.debug("Valid presign url.")
             # TODO: set the Authorization with the data from the pre-signed query string
 
@@ -245,7 +247,10 @@ def get_credentials_from_parameters(parameters: dict, region: str) -> PreSignedC
         # fallback to the hardcoded value
         access_key_id = DEFAULT_PRE_SIGNED_ACCESS_KEY_ID
 
-    if not (secret_access_key := get_secret_access_key_from_access_key_id(access_key_id, region)):
+    if access_key_id in (constants.INTERNAL_AWS_ACCESS_KEY_ID, config.INTERNAL_RESOURCE_ACCOUNT):
+        secret_access_key = constants.INTERNAL_AWS_SECRET_ACCESS_KEY
+
+    elif not (secret_access_key := get_secret_access_key_from_access_key_id(access_key_id, region)):
         # if we could not retrieve the secret access key, it means the access key was not registered in LocalStack,
         # fallback to hardcoded necessary secret access key
         secret_access_key = DEFAULT_PRE_SIGNED_SECRET_ACCESS_KEY
@@ -374,6 +379,14 @@ def validate_presigned_url_s3(context: RequestContext) -> None:
             )
             raise ex
 
+    # we need to add a new Authorization header to the request so that the request has the right account id
+    if not headers.get("Authorization"):
+        headers["Authorization"] = mock_aws_request_headers(
+            "s3",
+            aws_access_key_id=credentials.access_key_id,
+            region_name=AWS_REGION_US_EAST_1,
+        )["Authorization"]
+
     add_headers_to_original_request(context, headers)
 
 
@@ -721,16 +734,13 @@ def add_headers_to_original_request(context: RequestContext, headers: Mapping[st
         context.request.headers.add(header, value)
 
 
-def _validate_headers_for_moto(headers: Headers) -> None:
+def _validate_streaming_headers(headers: Headers) -> None:
     """
-    The headers can contain values that do not have the right type, and it will throw Exception when passed to Moto
+    The headers can contain values that do not have the right type, and should be validated.
     Validate them before it get passed
     :param headers: request headers
     """
     if headers.get("x-amz-content-sha256", None) == "STREAMING-AWS4-HMAC-SHA256-PAYLOAD":
-        # this is sign that this is a SigV4 request, with payload encoded
-        # we do not support payload encoding yet
-        # moto parses it to an int, it would raise a 500
         content_length = headers.get("x-amz-decoded-content-length")
         if not content_length:
             raise SignatureDoesNotMatch('"X-Amz-Decoded-Content-Length" header is missing')
diff --git a/tests/aws/services/s3/test_s3.py b/tests/aws/services/s3/test_s3.py
index 316cbadf83eab..37bde73a2e074 100644
--- a/tests/aws/services/s3/test_s3.py
+++ b/tests/aws/services/s3/test_s3.py
@@ -34,8 +34,7 @@
 from localstack_snapshot.snapshots.transformer import RegexTransformer
 from urllib3 import HTTPHeaderDict
 
-import localstack.config
-from localstack import config
+from localstack import config, constants
 from localstack.aws.api.lambda_ import Runtime
 from localstack.aws.api.s3 import StorageClass, TransitionDefaultMinimumObjectSize
 from localstack.config import S3_VIRTUAL_HOSTNAME
@@ -52,7 +51,7 @@
     parse_expiration_header,
     rfc_1123_datetime,
 )
-from localstack.testing.aws.util import in_default_partition, is_aws_cloud
+from localstack.testing.aws.util import create_client_with_keys, in_default_partition, is_aws_cloud
 from localstack.testing.config import (
     SECONDARY_TEST_AWS_ACCESS_KEY_ID,
     SECONDARY_TEST_AWS_SECRET_ACCESS_KEY,
@@ -8037,6 +8036,40 @@ def test_pre_signed_url_if_match(self, s3_bucket, aws_client, aws_session):
         response = requests.put(req.url)
         assert response.status_code == 412
 
+    @markers.aws.only_localstack
+    @markers.requires_in_process  # Patches skip signature validation
+    @pytest.mark.parametrize("signature_version", ["s3", "s3v4"])
+    def test_pre_signed_url_validation_works_on_internal_account(
+        self,
+        aws_client,
+        account_id,
+        s3_create_bucket_with_client,
+        signature_version,
+        patch_s3_skip_signature_validation_false,
+    ):
+        bucket_name = f"bucket-{short_uid()}"
+        key_name = "test-key"
+        credentials = {
+            "AccessKeyId": config.INTERNAL_RESOURCE_ACCOUNT,
+            "SecretAccessKey": constants.INTERNAL_AWS_SECRET_ACCESS_KEY,
+        }
+        s3_client = create_client_with_keys(
+            service="s3",
+            region_name=AWS_REGION_US_EAST_1,
+            keys=credentials,
+            client_config=Config(signature_version=signature_version),
+        )
+
+        s3_create_bucket_with_client(s3_client=s3_client, Bucket=bucket_name)
+        s3_client.put_object(Body="test-value", Bucket=bucket_name, Key=key_name)
+        pre_signed_url = s3_client.generate_presigned_url(
+            ClientMethod="get_object",
+            Params={"Bucket": bucket_name, "Key": key_name},
+            ExpiresIn=600,
+        )
+        response = requests.get(pre_signed_url)
+        assert response._content == b"test-value"
+
 
 class TestS3DeepArchive:
     """
@@ -13896,9 +13929,7 @@ def _website_bucket_url(bucket_name: str):
     if is_aws_cloud():
         region = AWS_REGION_US_EAST_1
         return f"http://{bucket_name}.s3-website-{region}.amazonaws.com"
-    return _bucket_url_vhost(
-        bucket_name, localstack_host=localstack.config.S3_STATIC_WEBSITE_HOSTNAME
-    )
+    return _bucket_url_vhost(bucket_name, localstack_host=config.S3_STATIC_WEBSITE_HOSTNAME)
 
 
 def _bucket_url_vhost(bucket_name: str, region: str = "", localstack_host: str = None) -> str:

From 50501b3c6747979840b5ff3c3ada45d9eda3e3f6 Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Wed, 18 Feb 2026 13:07:29 +0100
Subject: [PATCH 638/697] Lambda: refactor tagging (#13770)

---
 .../services/lambda_/invocation/models.py     |  2 +-
 .../localstack/services/lambda_/provider.py   | 83 +++++++++++++++----
 2 files changed, 66 insertions(+), 19 deletions(-)

diff --git a/localstack-core/localstack/services/lambda_/invocation/models.py b/localstack-core/localstack/services/lambda_/invocation/models.py
index 49dbf0a3c0c50..8910597d1cca0 100644
--- a/localstack-core/localstack/services/lambda_/invocation/models.py
+++ b/localstack-core/localstack/services/lambda_/invocation/models.py
@@ -26,7 +26,7 @@ class LambdaStore(BaseStore):
     capacity_providers: dict[str, CapacityProvider] = LocalAttribute(default=dict)
 
     # maps resource ARNs for EventSourceMappings and CodeSigningConfiguration to tags
-    TAGS = LocalAttribute(default=TaggingService)
+    TAGS: TaggingService = LocalAttribute(default=TaggingService)
 
 
 lambda_stores = AccountRegionBundle("lambda", LambdaStore)
diff --git a/localstack-core/localstack/services/lambda_/provider.py b/localstack-core/localstack/services/lambda_/provider.py
index ca98a6d2b0f56..4e22e8075de84 100644
--- a/localstack-core/localstack/services/lambda_/provider.py
+++ b/localstack-core/localstack/services/lambda_/provider.py
@@ -1624,9 +1624,12 @@ def delete_function(
                 "$LATEST version cannot be deleted without deleting the function.", Type="User"
             )
 
+        unqualified_function_arn = api_utils.unqualified_lambda_arn(
+            function_name=function_name, region=region, account=account_id
+        )
         if function_name not in store.functions:
             e = ResourceNotFoundException(
-                f"Function not found: {api_utils.unqualified_lambda_arn(function_name=function_name, region=region, account=account_id)}",
+                f"Function not found: {unqualified_function_arn}",
                 Type="User",
             )
             raise e
@@ -1643,6 +1646,7 @@ def delete_function(
                 destroy_code_if_not_used(code=version.config.code, function=function)
         else:
             # delete the whole function
+            self._remove_all_tags(unqualified_function_arn)
             # TODO: introduce locking for safe deletion: We could create a new version at the API layer before
             #  the old version gets cleaned up in the internal lambda service.
             function = store.functions.pop(function_name)
@@ -2468,6 +2472,10 @@ def delete_event_source_mapping(
             raise ResourceNotFoundException(
                 "The resource you requested does not exist.", Type="User"
             )
+        # the full deletion of the ESM is happening asynchronously, but we delete the Tags instantly
+        # this behavior is similar to ``get_event_source_mapping`` which will raise right after deletion, but it is not
+        # always the case in AWS. Add more testing and align behavior with ``get_event_source_mapping``.
+        self._remove_all_tags(event_source_mapping["EventSourceMappingArn"])
         esm_worker.delete()
         return {**esm, "State": EsmState.DELETING}
 
@@ -4380,27 +4388,67 @@ def delete_function_concurrency(
     # =======================================
     # ===============  TAGS   ===============
     # =======================================
-    # only Function, Event Source Mapping, and Code Signing Config (not currently supported by LocalStack) ARNs an are available for tagging in AWS
+    # only Function, Event Source Mapping, and Code Signing Config (not currently supported by LocalStack) ARNs
+    # are available for tagging in AWS
 
-    def _get_tags(self, resource: TaggableResource) -> dict[str, str]:
-        state = self.fetch_lambda_store_for_tagging(resource)
-        lambda_adapted_tags = {
-            tag["Key"]: tag["Value"]
-            for tag in state.TAGS.list_tags_for_resource(resource).get("Tags")
-        }
-        return lambda_adapted_tags
+    def _update_resource_tags(
+        self, resource_arn: str, account_id: str, region: str, tags: dict[str, str]
+    ) -> None:
+        tagger_service = lambda_stores[account_id][region].TAGS
+        tag_svc_adapted_tags = [{"Key": key, "Value": value} for key, value in tags.items()]
+        tagger_service.tag_resource(resource_arn, tag_svc_adapted_tags)
+
+    def _list_resource_tags(
+        self, resource_arn: str, account_id: str, region: str
+    ) -> dict[str, str]:
+        tagger_service = lambda_stores[account_id][region].TAGS
+        return tagger_service.tags.get(resource_arn, {})
+
+    def _remove_resource_tags(
+        self, resource_arn: str, account_id: str, region: str, keys: TagKeyList
+    ) -> None:
+        tagger_service = lambda_stores[account_id][region].TAGS
+        tagger_service.untag_resource(resource_arn, keys)
 
-    def _store_tags(self, resource: TaggableResource, tags: dict[str, str]):
-        state = self.fetch_lambda_store_for_tagging(resource)
-        if len(state.TAGS.tags.get(resource, {}) | tags) > LAMBDA_TAG_LIMIT_PER_RESOURCE:
+    def _remove_all_resource_tags(self, resource_arn: str, account_id: str, region: str) -> None:
+        tagger_service = lambda_stores[account_id][region].TAGS
+        return tagger_service.tags.pop(resource_arn, None)
+
+    def _get_tags(self, resource: TaggableResource) -> dict[str, str]:
+        account_id, region = self._get_account_id_and_region_for_taggable_resource(resource)
+        tags = self._list_resource_tags(resource_arn=resource, account_id=account_id, region=region)
+        return tags
+
+    def _store_tags(self, resource: TaggableResource, tags: dict[str, str]) -> None:
+        account_id, region = self._get_account_id_and_region_for_taggable_resource(resource)
+        existing_tags = self._list_resource_tags(
+            resource_arn=resource, account_id=account_id, region=region
+        )
+        if len({**existing_tags, **tags}) > LAMBDA_TAG_LIMIT_PER_RESOURCE:
+            # note: we cannot use | on `ImmutableDict` and regular `dict`
             raise InvalidParameterValueException(
                 "Number of tags exceeds resource tag limit.", Type="User"
             )
+        self._update_resource_tags(
+            resource_arn=resource,
+            account_id=account_id,
+            region=region,
+            tags=tags,
+        )
 
-        tag_svc_adapted_tags = [{"Key": key, "Value": value} for key, value in tags.items()]
-        state.TAGS.tag_resource(resource, tag_svc_adapted_tags)
+    def _remove_tags(self, resource: TaggableResource, keys: TagKeyList) -> None:
+        account_id, region = self._get_account_id_and_region_for_taggable_resource(resource)
+        self._remove_resource_tags(
+            resource_arn=resource, account_id=account_id, region=region, keys=keys
+        )
+
+    def _remove_all_tags(self, resource: TaggableResource) -> None:
+        account_id, region = self._get_account_id_and_region_for_taggable_resource(resource)
+        self._remove_all_resource_tags(resource_arn=resource, account_id=account_id, region=region)
 
-    def fetch_lambda_store_for_tagging(self, resource: TaggableResource) -> LambdaStore:
+    def _get_account_id_and_region_for_taggable_resource(
+        self, resource: TaggableResource
+    ) -> tuple[str, str]:
         """
         Takes a resource ARN for a TaggableResource (Lambda Function, Event Source Mapping, Code Signing Config, or Capacity Provider) and returns a corresponding
         LambdaStore for its region and account.
@@ -4461,7 +4509,7 @@ def _raise_validation_exception():
             _raise_validation_exception()
 
         # If no exceptions are raised, assume ARN and referenced resource is valid for tag operations
-        return lambda_stores[account_id][region]
+        return account_id, region
 
     def tag_resource(
         self, context: RequestContext, resource: TaggableResource, tags: Tags, **kwargs
@@ -4498,8 +4546,7 @@ def untag_resource(
                 "1 validation error detected: Value null at 'tagKeys' failed to satisfy constraint: Member must not be null"
             )  # should probably be generalized a bit
 
-        state = self.fetch_lambda_store_for_tagging(resource)
-        state.TAGS.untag_resource(resource, tag_keys)
+        self._remove_tags(resource, tag_keys)
 
         if (resource_id := extract_resource_from_arn(resource)) and resource_id.startswith(
             "function"

From a07bf583ca108f598cfce4325c7d286b8cbd76e3 Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Wed, 18 Feb 2026 15:03:56 +0100
Subject: [PATCH 639/697] Update CloudFormation resource availability (#13740)

Signed-off-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
---
 .../services/cloudformation/resources.py      | 1387 ++++++++++++++++-
 1 file changed, 1343 insertions(+), 44 deletions(-)

diff --git a/localstack-core/localstack/services/cloudformation/resources.py b/localstack-core/localstack/services/cloudformation/resources.py
index 5c338d20bb0ff..f8d164d225c8e 100644
--- a/localstack-core/localstack/services/cloudformation/resources.py
+++ b/localstack-core/localstack/services/cloudformation/resources.py
@@ -92,6 +92,25 @@
         "us-east-2",
         "us-west-2",
     ],
+    "AWS::APS::AnomalyDetector": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
     "AWS::APS::ResourcePolicy": [
         "ap-northeast-1",
         "ap-northeast-2",
@@ -2061,6 +2080,25 @@
         "us-west-1",
         "us-west-2",
     ],
+    "AWS::ApplicationSignals::GroupingConfiguration": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
     "AWS::ApplicationSignals::ServiceLevelObjective": [
         "ap-northeast-1",
         "ap-northeast-2",
@@ -2316,21 +2354,29 @@
         "us-west-2",
     ],
     "AWS::B2BI::Capability": [
+        "eu-west-1",
+        "eu-west-3",
         "us-east-1",
         "us-east-2",
         "us-west-2",
     ],
     "AWS::B2BI::Partnership": [
+        "eu-west-1",
+        "eu-west-3",
         "us-east-1",
         "us-east-2",
         "us-west-2",
     ],
     "AWS::B2BI::Profile": [
+        "eu-west-1",
+        "eu-west-3",
         "us-east-1",
         "us-east-2",
         "us-west-2",
     ],
     "AWS::B2BI::Transformer": [
+        "eu-west-1",
+        "eu-west-3",
         "us-east-1",
         "us-east-2",
         "us-west-2",
@@ -2491,6 +2537,25 @@
         "us-west-1",
         "us-west-2",
     ],
+    "AWS::Backup::TieringConfiguration": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
     "AWS::BackupGateway::Hypervisor": [
         "ap-northeast-1",
         "ap-northeast-2",
@@ -2887,6 +2952,135 @@
         "us-east-2",
         "us-west-2",
     ],
+    "AWS::BedrockAgentCore::BrowserCustom": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::BedrockAgentCore::CodeInterpreterCustom": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::BedrockAgentCore::Gateway": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::BedrockAgentCore::GatewayTarget": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::BedrockAgentCore::Memory": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::BedrockAgentCore::Runtime": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::BedrockAgentCore::RuntimeEndpoint": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::BedrockAgentCore::WorkloadIdentity": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
     "AWS::Billing::BillingView": [
         "us-east-1",
         "us-west-2",
@@ -2997,6 +3191,66 @@
     "AWS::CUR::ReportDefinition": [
         "us-east-1",
     ],
+    "AWS::Cases::CaseRule": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Cases::Domain": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Cases::Field": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Cases::Layout": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Cases::Template": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
     "AWS::Cassandra::Keyspace": [
         "ap-northeast-1",
         "ap-northeast-2",
@@ -3679,6 +3933,25 @@
         "us-west-1",
         "us-west-2",
     ],
+    "AWS::CloudFront::ConnectionFunction": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
     "AWS::CloudFront::ConnectionGroup": [
         "ap-northeast-1",
         "ap-northeast-2",
@@ -3945,6 +4218,25 @@
         "us-west-1",
         "us-west-2",
     ],
+    "AWS::CloudFront::TrustStore": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
     "AWS::CloudFront::VpcOrigin": [
         "ap-northeast-1",
         "ap-northeast-2",
@@ -4078,6 +4370,13 @@
         "us-west-1",
         "us-west-2",
     ],
+    "AWS::CloudWatch::AlarmMuteRule": [
+        "ap-northeast-1",
+        "ap-southeast-1",
+        "eu-central-1",
+        "us-east-1",
+        "us-west-2",
+    ],
     "AWS::CloudWatch::AnomalyDetector": [
         "ap-northeast-1",
         "ap-northeast-2",
@@ -4443,6 +4742,7 @@
     "AWS::CodePipeline::Webhook": [
         "ap-northeast-1",
         "ap-northeast-2",
+        "ap-northeast-3",
         "ap-south-1",
         "ap-southeast-1",
         "ap-southeast-2",
@@ -4643,6 +4943,25 @@
         "us-west-1",
         "us-west-2",
     ],
+    "AWS::Cognito::Terms": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
     "AWS::Cognito::UserPool": [
         "ap-northeast-1",
         "ap-northeast-2",
@@ -5103,6 +5422,14 @@
         "us-east-1",
         "us-west-2",
     ],
+    "AWS::Connect::ContactFlowModuleAlias": [
+        "ap-northeast-1",
+        "eu-central-1",
+    ],
+    "AWS::Connect::ContactFlowModuleVersion": [
+        "ap-northeast-1",
+        "eu-central-1",
+    ],
     "AWS::Connect::ContactFlowVersion": [
         "ca-central-1",
         "eu-central-1",
@@ -5110,6 +5437,45 @@
         "us-east-1",
         "us-west-2",
     ],
+    "AWS::Connect::DataTable": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Connect::DataTableAttribute": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::Connect::DataTableRecord": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
     "AWS::Connect::EmailAddress": [
         "ap-northeast-1",
         "ap-northeast-2",
@@ -5187,6 +5553,18 @@
         "us-east-1",
         "us-west-2",
     ],
+    "AWS::Connect::Notification": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
     "AWS::Connect::PhoneNumber": [
         "ap-northeast-1",
         "ap-northeast-2",
@@ -5305,6 +5683,7 @@
     "AWS::Connect::TaskTemplate": [
         "ap-northeast-1",
         "ap-northeast-2",
+        "ap-northeast-3",
         "ap-south-1",
         "ap-southeast-1",
         "ap-southeast-2",
@@ -5385,6 +5764,19 @@
         "us-east-1",
         "us-west-2",
     ],
+    "AWS::Connect::Workspace": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-west-2",
+    ],
     "AWS::ConnectCampaigns::Campaign": [
         "ap-southeast-2",
         "ca-central-1",
@@ -5815,6 +6207,8 @@
         "ap-northeast-1",
         "ap-northeast-2",
         "ap-northeast-3",
+        "ap-southeast-2",
+        "ca-central-1",
         "eu-central-1",
         "eu-west-1",
         "eu-west-2",
@@ -6329,6 +6723,23 @@
         "us-east-2",
         "us-west-2",
     ],
+    "AWS::DataZone::FormType": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
     "AWS::DataZone::GroupProfile": [
         "ap-northeast-1",
         "ap-northeast-2",
@@ -6651,6 +7062,12 @@
         "us-west-1",
         "us-west-2",
     ],
+    "AWS::DevOpsAgent::AgentSpace": [
+        "us-east-1",
+    ],
+    "AWS::DevOpsAgent::Association": [
+        "us-east-1",
+    ],
     "AWS::DevOpsGuru::LogAnomalyDetectionIntegration": [
         "ap-northeast-1",
         "ap-northeast-2",
@@ -6841,6 +7258,23 @@
         "us-east-2",
         "us-west-2",
     ],
+    "AWS::DocDB::GlobalCluster": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
     "AWS::DocDBElastic::Cluster": [
         "ap-northeast-1",
         "ap-northeast-2",
@@ -6895,6 +7329,25 @@
         "us-west-1",
         "us-west-2",
     ],
+    "AWS::EC2::CapacityManagerDataExport": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
     "AWS::EC2::CapacityReservation": [
         "ap-northeast-1",
         "ap-northeast-2",
@@ -7287,6 +7740,25 @@
         "us-west-1",
         "us-west-2",
     ],
+    "AWS::EC2::IPAMPrefixListResolver": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
     "AWS::EC2::IPAMResourceDiscovery": [
         "ap-northeast-1",
         "ap-northeast-2",
@@ -7534,6 +8006,44 @@
         "us-west-1",
         "us-west-2",
     ],
+    "AWS::EC2::LocalGatewayVirtualInterface": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::LocalGatewayVirtualInterfaceGroup": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
     "AWS::EC2::NatGateway": [
         "ap-northeast-1",
         "ap-northeast-2",
@@ -7802,13 +8312,18 @@
     ],
     "AWS::EC2::RouteServer": [
         "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
         "ap-southeast-1",
         "ap-southeast-2",
         "ca-central-1",
         "eu-central-1",
+        "eu-north-1",
         "eu-west-1",
         "eu-west-2",
         "eu-west-3",
+        "sa-east-1",
         "us-east-1",
         "us-east-2",
         "us-west-1",
@@ -7816,13 +8331,18 @@
     ],
     "AWS::EC2::RouteServerAssociation": [
         "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
         "ap-southeast-1",
         "ap-southeast-2",
         "ca-central-1",
         "eu-central-1",
+        "eu-north-1",
         "eu-west-1",
         "eu-west-2",
         "eu-west-3",
+        "sa-east-1",
         "us-east-1",
         "us-east-2",
         "us-west-1",
@@ -7830,13 +8350,18 @@
     ],
     "AWS::EC2::RouteServerEndpoint": [
         "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
         "ap-southeast-1",
         "ap-southeast-2",
         "ca-central-1",
         "eu-central-1",
+        "eu-north-1",
         "eu-west-1",
         "eu-west-2",
         "eu-west-3",
+        "sa-east-1",
         "us-east-1",
         "us-east-2",
         "us-west-1",
@@ -7844,13 +8369,18 @@
     ],
     "AWS::EC2::RouteServerPeer": [
         "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
         "ap-southeast-1",
         "ap-southeast-2",
         "ca-central-1",
         "eu-central-1",
+        "eu-north-1",
         "eu-west-1",
         "eu-west-2",
         "eu-west-3",
+        "sa-east-1",
         "us-east-1",
         "us-east-2",
         "us-west-1",
@@ -7858,13 +8388,18 @@
     ],
     "AWS::EC2::RouteServerPropagation": [
         "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
         "ap-southeast-1",
         "ap-southeast-2",
         "ca-central-1",
         "eu-central-1",
+        "eu-north-1",
         "eu-west-1",
         "eu-west-2",
         "eu-west-3",
+        "sa-east-1",
         "us-east-1",
         "us-east-2",
         "us-west-1",
@@ -8231,7 +8766,7 @@
         "us-west-1",
         "us-west-2",
     ],
-    "AWS::EC2::TransitGatewayMulticastDomain": [
+    "AWS::EC2::TransitGatewayMeteringPolicy": [
         "ap-northeast-1",
         "ap-northeast-2",
         "ap-northeast-3",
@@ -8250,7 +8785,7 @@
         "us-west-1",
         "us-west-2",
     ],
-    "AWS::EC2::TransitGatewayMulticastDomainAssociation": [
+    "AWS::EC2::TransitGatewayMeteringPolicyEntry": [
         "ap-northeast-1",
         "ap-northeast-2",
         "ap-northeast-3",
@@ -8269,7 +8804,7 @@
         "us-west-1",
         "us-west-2",
     ],
-    "AWS::EC2::TransitGatewayMulticastGroupMember": [
+    "AWS::EC2::TransitGatewayMulticastDomain": [
         "ap-northeast-1",
         "ap-northeast-2",
         "ap-northeast-3",
@@ -8288,7 +8823,7 @@
         "us-west-1",
         "us-west-2",
     ],
-    "AWS::EC2::TransitGatewayMulticastGroupSource": [
+    "AWS::EC2::TransitGatewayMulticastDomainAssociation": [
         "ap-northeast-1",
         "ap-northeast-2",
         "ap-northeast-3",
@@ -8307,7 +8842,7 @@
         "us-west-1",
         "us-west-2",
     ],
-    "AWS::EC2::TransitGatewayPeeringAttachment": [
+    "AWS::EC2::TransitGatewayMulticastGroupMember": [
         "ap-northeast-1",
         "ap-northeast-2",
         "ap-northeast-3",
@@ -8326,7 +8861,7 @@
         "us-west-1",
         "us-west-2",
     ],
-    "AWS::EC2::TransitGatewayRoute": [
+    "AWS::EC2::TransitGatewayMulticastGroupSource": [
         "ap-northeast-1",
         "ap-northeast-2",
         "ap-northeast-3",
@@ -8345,7 +8880,45 @@
         "us-west-1",
         "us-west-2",
     ],
-    "AWS::EC2::TransitGatewayRouteTable": [
+    "AWS::EC2::TransitGatewayPeeringAttachment": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::TransitGatewayRoute": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EC2::TransitGatewayRouteTable": [
         "ap-northeast-1",
         "ap-northeast-2",
         "ap-northeast-3",
@@ -8516,6 +9089,24 @@
         "us-west-1",
         "us-west-2",
     ],
+    "AWS::EC2::VPCEncryptionControl": [
+        "ap-northeast-1",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
     "AWS::EC2::VPCEndpoint": [
         "ap-northeast-1",
         "ap-northeast-2",
@@ -8630,6 +9221,25 @@
         "us-west-1",
         "us-west-2",
     ],
+    "AWS::EC2::VPNConcentrator": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
     "AWS::EC2::VPNConnection": [
         "ap-northeast-1",
         "ap-northeast-2",
@@ -8834,6 +9444,25 @@
         "us-west-1",
         "us-west-2",
     ],
+    "AWS::ECR::PullTimeUpdateExclusion": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
     "AWS::ECR::RegistryPolicy": [
         "ap-northeast-1",
         "ap-northeast-2",
@@ -8929,6 +9558,24 @@
         "us-west-1",
         "us-west-2",
     ],
+    "AWS::ECR::SigningConfiguration": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
     "AWS::ECS::CapacityProvider": [
         "ap-northeast-1",
         "ap-northeast-2",
@@ -8986,6 +9633,25 @@
         "us-west-1",
         "us-west-2",
     ],
+    "AWS::ECS::ExpressGatewayService": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
     "AWS::ECS::PrimaryTaskSet": [
         "ap-northeast-1",
         "ap-northeast-2",
@@ -9157,6 +9823,25 @@
         "us-west-1",
         "us-west-2",
     ],
+    "AWS::EKS::Capability": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
     "AWS::EKS::Cluster": [
         "ap-northeast-1",
         "ap-northeast-2",
@@ -9388,6 +10073,43 @@
     "AWS::EMR::WALWorkspace": [
         "ap-northeast-1",
         "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EMRContainers::Endpoint": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::EMRContainers::SecurityConfiguration": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
         "ap-south-1",
         "ap-southeast-1",
         "ap-southeast-2",
@@ -9396,9 +10118,11 @@
         "eu-north-1",
         "eu-west-1",
         "eu-west-2",
+        "eu-west-3",
         "sa-east-1",
         "us-east-1",
         "us-east-2",
+        "us-west-1",
         "us-west-2",
     ],
     "AWS::EMRContainers::VirtualCluster": [
@@ -9441,10 +10165,18 @@
     ],
     "AWS::EVS::Environment": [
         "ap-northeast-1",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
         "eu-central-1",
         "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
         "us-east-1",
         "us-east-2",
+        "us-west-1",
         "us-west-2",
     ],
     "AWS::ElastiCache::CacheCluster": [
@@ -10216,6 +10948,7 @@
     "AWS::FIS::ExperimentTemplate": [
         "ap-northeast-1",
         "ap-northeast-2",
+        "ap-northeast-3",
         "ap-south-1",
         "ap-southeast-1",
         "ap-southeast-2",
@@ -10234,6 +10967,7 @@
     "AWS::FIS::TargetAccountConfiguration": [
         "ap-northeast-1",
         "ap-northeast-2",
+        "ap-northeast-3",
         "ap-south-1",
         "ap-southeast-1",
         "ap-southeast-2",
@@ -10346,13 +11080,21 @@
     ],
     "AWS::FSx::S3AccessPointAttachment": [
         "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
         "ap-southeast-1",
         "ap-southeast-2",
+        "ca-central-1",
         "eu-central-1",
         "eu-north-1",
         "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
         "us-east-1",
         "us-east-2",
+        "us-west-1",
         "us-west-2",
     ],
     "AWS::FSx::Snapshot": [
@@ -10914,6 +11656,55 @@
         "us-west-1",
         "us-west-2",
     ],
+    "AWS::Glue::IdentityCenterConfiguration": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Glue::Integration": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::Glue::IntegrationResourceProperty": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
     "AWS::Glue::Job": [
         "ap-northeast-1",
         "ap-northeast-2",
@@ -11442,6 +12233,18 @@
         "us-east-2",
         "us-west-2",
     ],
+    "AWS::GroundStation::DataflowEndpointGroupV2": [
+        "ap-northeast-2",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
     "AWS::GroundStation::MissionProfile": [
         "ap-northeast-2",
         "ap-southeast-1",
@@ -11653,6 +12456,7 @@
     "AWS::HealthLake::FHIRDatastore": [
         "ap-south-1",
         "ap-southeast-2",
+        "ca-central-1",
         "eu-west-1",
         "eu-west-2",
         "us-east-1",
@@ -12345,6 +13149,7 @@
         "ap-southeast-1",
         "ap-southeast-2",
         "eu-central-1",
+        "eu-north-1",
         "eu-west-1",
         "eu-west-2",
         "us-east-1",
@@ -12356,6 +13161,7 @@
         "ap-southeast-1",
         "ap-southeast-2",
         "eu-central-1",
+        "eu-north-1",
         "eu-west-1",
         "eu-west-2",
         "us-east-1",
@@ -13047,21 +13853,6 @@
         "us-east-2",
         "us-west-2",
     ],
-    "AWS::IoTFleetHub::Application": [
-        "ap-northeast-1",
-        "ap-northeast-2",
-        "ap-south-1",
-        "ap-southeast-1",
-        "ap-southeast-2",
-        "ca-central-1",
-        "eu-central-1",
-        "eu-north-1",
-        "eu-west-1",
-        "eu-west-2",
-        "us-east-1",
-        "us-east-2",
-        "us-west-2",
-    ],
     "AWS::IoTFleetWise::Campaign": [
         "ap-south-1",
         "eu-central-1",
@@ -13420,6 +14211,7 @@
     "AWS::KafkaConnect::Connector": [
         "ap-northeast-1",
         "ap-northeast-2",
+        "ap-northeast-3",
         "ap-south-1",
         "ap-southeast-1",
         "ap-southeast-2",
@@ -13438,6 +14230,7 @@
     "AWS::KafkaConnect::CustomPlugin": [
         "ap-northeast-1",
         "ap-northeast-2",
+        "ap-northeast-3",
         "ap-south-1",
         "ap-southeast-1",
         "ap-southeast-2",
@@ -13456,6 +14249,7 @@
     "AWS::KafkaConnect::WorkerConfiguration": [
         "ap-northeast-1",
         "ap-northeast-2",
+        "ap-northeast-3",
         "ap-south-1",
         "ap-southeast-1",
         "ap-southeast-2",
@@ -13905,6 +14699,18 @@
         "us-west-1",
         "us-west-2",
     ],
+    "AWS::Lambda::CapacityProvider": [
+        "ap-northeast-1",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
     "AWS::Lambda::CodeSigningConfig": [
         "ap-northeast-1",
         "ap-northeast-2",
@@ -14261,6 +15067,22 @@
         "us-east-2",
         "us-west-2",
     ],
+    "AWS::Lightsail::DatabaseSnapshot": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
     "AWS::Lightsail::Disk": [
         "ap-northeast-1",
         "ap-northeast-2",
@@ -14277,6 +15099,22 @@
         "us-east-2",
         "us-west-2",
     ],
+    "AWS::Lightsail::DiskSnapshot": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
     "AWS::Lightsail::Distribution": [
         "us-east-1",
     ],
@@ -14696,7 +15534,7 @@
         "us-west-1",
         "us-west-2",
     ],
-    "AWS::Logs::SubscriptionFilter": [
+    "AWS::Logs::ScheduledQuery": [
         "ap-northeast-1",
         "ap-northeast-2",
         "ap-northeast-3",
@@ -14705,7 +15543,6 @@
         "ap-southeast-2",
         "ca-central-1",
         "eu-central-1",
-        "eu-north-1",
         "eu-west-1",
         "eu-west-2",
         "eu-west-3",
@@ -14715,7 +15552,7 @@
         "us-west-1",
         "us-west-2",
     ],
-    "AWS::Logs::Transformer": [
+    "AWS::Logs::SubscriptionFilter": [
         "ap-northeast-1",
         "ap-northeast-2",
         "ap-northeast-3",
@@ -14734,32 +15571,29 @@
         "us-west-1",
         "us-west-2",
     ],
-    "AWS::LookoutEquipment::InferenceScheduler": [
-        "ap-northeast-2",
-        "eu-west-1",
-        "us-east-1",
-    ],
-    "AWS::LookoutMetrics::Alert": [
+    "AWS::Logs::Transformer": [
         "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
         "ap-southeast-1",
         "ap-southeast-2",
+        "ca-central-1",
         "eu-central-1",
         "eu-north-1",
         "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
         "us-east-1",
         "us-east-2",
+        "us-west-1",
         "us-west-2",
     ],
-    "AWS::LookoutMetrics::AnomalyDetector": [
-        "ap-northeast-1",
-        "ap-southeast-1",
-        "ap-southeast-2",
-        "eu-central-1",
-        "eu-north-1",
+    "AWS::LookoutEquipment::InferenceScheduler": [
+        "ap-northeast-2",
         "eu-west-1",
         "us-east-1",
-        "us-east-2",
-        "us-west-2",
     ],
     "AWS::LookoutVision::Project": [
         "ap-northeast-1",
@@ -14912,6 +15746,7 @@
     "AWS::MSK::Replicator": [
         "ap-northeast-1",
         "ap-northeast-2",
+        "ap-northeast-3",
         "ap-south-1",
         "ap-southeast-1",
         "ap-southeast-2",
@@ -14939,8 +15774,28 @@
         "eu-west-1",
         "eu-west-2",
         "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::MSK::Topic": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
         "us-east-1",
         "us-east-2",
+        "us-west-1",
         "us-west-2",
     ],
     "AWS::MSK::VpcConnection": [
@@ -14981,6 +15836,23 @@
         "us-west-1",
         "us-west-2",
     ],
+    "AWS::MWAAServerless::Workflow": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
     "AWS::Macie::AllowList": [
         "ap-northeast-1",
         "ap-northeast-2",
@@ -15255,6 +16127,63 @@
         "us-west-1",
         "us-west-2",
     ],
+    "AWS::MediaConnect::RouterInput": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::MediaConnect::RouterNetworkInterface": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::MediaConnect::RouterOutput": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
     "AWS::MediaConvert::JobTemplate": [
         "ap-northeast-1",
         "ap-northeast-2",
@@ -16072,24 +17001,40 @@
     ],
     "AWS::NeptuneGraph::Graph": [
         "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
         "ap-south-1",
         "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
         "eu-central-1",
+        "eu-north-1",
         "eu-west-1",
         "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
         "us-east-1",
         "us-east-2",
+        "us-west-1",
         "us-west-2",
     ],
     "AWS::NeptuneGraph::PrivateGraphEndpoint": [
         "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
         "ap-south-1",
         "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
         "eu-central-1",
+        "eu-north-1",
         "eu-west-1",
         "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
         "us-east-1",
         "us-east-2",
+        "us-west-1",
         "us-west-2",
     ],
     "AWS::NetworkFirewall::Firewall": [
@@ -16263,6 +17208,24 @@
         "us-west-1",
         "us-west-2",
     ],
+    "AWS::NetworkManager::CoreNetworkPrefixListAssociation": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
     "AWS::NetworkManager::CustomerGatewayAssociation": [
         "ap-northeast-1",
         "ap-northeast-2",
@@ -16520,28 +17483,119 @@
         "us-east-1",
     ],
     "AWS::ODB::CloudAutonomousVmCluster": [
+        "ap-northeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
         "us-east-1",
+        "us-east-2",
         "us-west-2",
     ],
     "AWS::ODB::CloudExadataInfrastructure": [
+        "ap-northeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
         "us-east-1",
+        "us-east-2",
         "us-west-2",
     ],
     "AWS::ODB::CloudVmCluster": [
+        "ap-northeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
         "us-east-1",
+        "us-east-2",
         "us-west-2",
     ],
     "AWS::ODB::OdbNetwork": [
+        "ap-northeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::ODB::OdbPeeringConnection": [
+        "ap-northeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-west-1",
+        "eu-west-2",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::OSIS::Pipeline": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::Oam::Link": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
         "us-east-1",
+        "us-east-2",
+        "us-west-1",
         "us-west-2",
     ],
-    "AWS::ODB::OdbPeeringConnection": [
+    "AWS::Oam::Sink": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
         "us-east-1",
+        "us-east-2",
+        "us-west-1",
         "us-west-2",
     ],
-    "AWS::OSIS::Pipeline": [
+    "AWS::ObservabilityAdmin::OrganizationCentralizationRule": [
         "ap-northeast-1",
         "ap-northeast-2",
+        "ap-northeast-3",
         "ap-south-1",
         "ap-southeast-1",
         "ap-southeast-2",
@@ -16550,13 +17604,14 @@
         "eu-north-1",
         "eu-west-1",
         "eu-west-2",
+        "eu-west-3",
         "sa-east-1",
         "us-east-1",
         "us-east-2",
         "us-west-1",
         "us-west-2",
     ],
-    "AWS::Oam::Link": [
+    "AWS::ObservabilityAdmin::OrganizationTelemetryRule": [
         "ap-northeast-1",
         "ap-northeast-2",
         "ap-northeast-3",
@@ -16575,7 +17630,7 @@
         "us-west-1",
         "us-west-2",
     ],
-    "AWS::Oam::Sink": [
+    "AWS::ObservabilityAdmin::S3TableIntegration": [
         "ap-northeast-1",
         "ap-northeast-2",
         "ap-northeast-3",
@@ -16594,7 +17649,7 @@
         "us-west-1",
         "us-west-2",
     ],
-    "AWS::ObservabilityAdmin::OrganizationTelemetryRule": [
+    "AWS::ObservabilityAdmin::TelemetryPipelines": [
         "ap-northeast-1",
         "ap-northeast-2",
         "ap-northeast-3",
@@ -16729,6 +17784,25 @@
         "us-west-1",
         "us-west-2",
     ],
+    "AWS::OpenSearchServerless::CollectionGroup": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
     "AWS::OpenSearchServerless::Index": [
         "ap-northeast-1",
         "ap-northeast-2",
@@ -17228,36 +18302,42 @@
     ],
     "AWS::PCS::Cluster": [
         "ap-northeast-1",
+        "ap-south-1",
         "ap-southeast-1",
         "ap-southeast-2",
         "eu-central-1",
         "eu-north-1",
         "eu-west-1",
         "eu-west-2",
+        "eu-west-3",
         "us-east-1",
         "us-east-2",
         "us-west-2",
     ],
     "AWS::PCS::ComputeNodeGroup": [
         "ap-northeast-1",
+        "ap-south-1",
         "ap-southeast-1",
         "ap-southeast-2",
         "eu-central-1",
         "eu-north-1",
         "eu-west-1",
         "eu-west-2",
+        "eu-west-3",
         "us-east-1",
         "us-east-2",
         "us-west-2",
     ],
     "AWS::PCS::Queue": [
         "ap-northeast-1",
+        "ap-south-1",
         "ap-southeast-1",
         "ap-southeast-2",
         "eu-central-1",
         "eu-north-1",
         "eu-west-1",
         "eu-west-2",
+        "eu-west-3",
         "us-east-1",
         "us-east-2",
         "us-west-2",
@@ -17291,8 +18371,12 @@
         "ap-northeast-3",
         "ap-south-1",
         "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
         "eu-central-1",
         "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
         "us-east-1",
         "us-east-2",
         "us-west-2",
@@ -17302,8 +18386,12 @@
         "ap-northeast-3",
         "ap-south-1",
         "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
         "eu-central-1",
         "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
         "us-east-1",
         "us-east-2",
         "us-west-2",
@@ -17729,6 +18817,7 @@
         "us-west-2",
     ],
     "AWS::QBusiness::Plugin": [
+        "eu-west-1",
         "us-east-1",
         "us-west-2",
     ],
@@ -17769,6 +18858,12 @@
         "us-east-2",
         "us-west-2",
     ],
+    "AWS::QuickSight::ActionConnector": [
+        "ap-southeast-2",
+        "eu-west-1",
+        "us-east-1",
+        "us-west-2",
+    ],
     "AWS::QuickSight::Analysis": [
         "ap-northeast-1",
         "ap-northeast-2",
@@ -18293,6 +19388,46 @@
         "us-west-1",
         "us-west-2",
     ],
+    "AWS::RTBFabric::InboundExternalLink": [
+        "ap-northeast-1",
+        "ap-southeast-1",
+        "eu-central-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::RTBFabric::Link": [
+        "ap-northeast-1",
+        "ap-southeast-1",
+        "eu-central-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::RTBFabric::OutboundExternalLink": [
+        "ap-northeast-1",
+        "ap-southeast-1",
+        "eu-central-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::RTBFabric::RequesterGateway": [
+        "ap-northeast-1",
+        "ap-southeast-1",
+        "eu-central-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-west-2",
+    ],
+    "AWS::RTBFabric::ResponderGateway": [
+        "ap-northeast-1",
+        "ap-southeast-1",
+        "eu-central-1",
+        "eu-west-1",
+        "us-east-1",
+        "us-west-2",
+    ],
     "AWS::RUM::AppMonitor": [
         "ap-northeast-1",
         "ap-northeast-2",
@@ -18524,6 +19659,7 @@
     "AWS::RedshiftServerless::Namespace": [
         "ap-northeast-1",
         "ap-northeast-2",
+        "ap-northeast-3",
         "ap-south-1",
         "ap-southeast-1",
         "ap-southeast-2",
@@ -18542,6 +19678,7 @@
     "AWS::RedshiftServerless::Snapshot": [
         "ap-northeast-1",
         "ap-northeast-2",
+        "ap-northeast-3",
         "ap-south-1",
         "ap-southeast-1",
         "ap-southeast-2",
@@ -18560,6 +19697,7 @@
     "AWS::RedshiftServerless::Workgroup": [
         "ap-northeast-1",
         "ap-northeast-2",
+        "ap-northeast-3",
         "ap-south-1",
         "ap-southeast-1",
         "ap-southeast-2",
@@ -19806,6 +20944,54 @@
         "us-west-1",
         "us-west-2",
     ],
+    "AWS::S3Vectors::Index": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::S3Vectors::VectorBucket": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
+    "AWS::S3Vectors::VectorBucketPolicy": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
     "AWS::SDB::Domain": [
         "ap-northeast-1",
         "ap-northeast-2",
@@ -19882,6 +21068,24 @@
         "us-west-1",
         "us-west-2",
     ],
+    "AWS::SES::CustomVerificationEmailTemplate": [
+        "ap-northeast-1",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
     "AWS::SES::DedicatedIpPool": [
         "ap-northeast-1",
         "ap-northeast-2",
@@ -20072,6 +21276,25 @@
         "us-west-1",
         "us-west-2",
     ],
+    "AWS::SES::MultiRegionEndpoint": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
     "AWS::SES::ReceiptFilter": [
         "ap-northeast-1",
         "ap-northeast-2",
@@ -20148,6 +21371,25 @@
         "us-west-1",
         "us-west-2",
     ],
+    "AWS::SES::Tenant": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
     "AWS::SES::VdmAttributes": [
         "ap-northeast-1",
         "ap-northeast-2",
@@ -20748,6 +21990,24 @@
         "us-west-1",
         "us-west-2",
     ],
+    "AWS::SSMQuickSetup::LifecycleAutomation": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
     "AWS::SSO::Application": [
         "ap-northeast-1",
         "ap-northeast-2",
@@ -20905,6 +22165,7 @@
         "ap-south-1",
         "ap-southeast-1",
         "ap-southeast-2",
+        "ca-central-1",
         "eu-central-1",
         "eu-north-1",
         "eu-west-1",
@@ -21668,6 +22929,25 @@
         "us-west-1",
         "us-west-2",
     ],
+    "AWS::SecurityHub::ConnectorV2": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
     "AWS::SecurityHub::DelegatedAdmin": [
         "ap-northeast-1",
         "ap-northeast-2",
@@ -23018,6 +24298,24 @@
         "us-west-1",
         "us-west-2",
     ],
+    "AWS::VpcLattice::DomainVerification": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
     "AWS::VpcLattice::Listener": [
         "ap-northeast-1",
         "ap-northeast-2",
@@ -23855,6 +25153,7 @@
         "eu-central-1",
         "eu-west-1",
         "eu-west-2",
+        "eu-west-3",
         "sa-east-1",
         "us-east-1",
         "us-west-2",

From 0412f261a263dd7b5410ab7286274ad1fd12bb97 Mon Sep 17 00:00:00 2001
From: Joel Scheuner <joel.scheuner.dev@gmail.com>
Date: Wed, 18 Feb 2026 16:35:12 +0100
Subject: [PATCH 640/697] Fix failing snapshot test due to Lambda Python image
 changes (#13789)

---
 .../lambda_/functions/lambda_process_inspection.py     |  1 +
 tests/aws/services/lambda_/test_lambda.py              |  5 ++++-
 tests/aws/services/lambda_/test_lambda.snapshot.json   |  6 +++---
 tests/aws/services/lambda_/test_lambda.validation.json | 10 +++++-----
 tests/aws/services/lambda_/test_lambda_common.py       |  2 +-
 5 files changed, 14 insertions(+), 10 deletions(-)

diff --git a/tests/aws/services/lambda_/functions/lambda_process_inspection.py b/tests/aws/services/lambda_/functions/lambda_process_inspection.py
index a81947cb0de7e..8302879daca7d 100644
--- a/tests/aws/services/lambda_/functions/lambda_process_inspection.py
+++ b/tests/aws/services/lambda_/functions/lambda_process_inspection.py
@@ -3,6 +3,7 @@
 
 def handler(event, context):
     return {"environment": dict(os.environ)}
+    # TODO: rework init env snapshotting test case because /proc/1 introspection does not work anymore at AWS
     # pid = event.get("pid")
     # with open(f"/proc/{pid}/environ", mode="rt") as f:
     #     environment = f.read()
diff --git a/tests/aws/services/lambda_/test_lambda.py b/tests/aws/services/lambda_/test_lambda.py
index 0a20dc8a4bdf0..874cf20406877 100644
--- a/tests/aws/services/lambda_/test_lambda.py
+++ b/tests/aws/services/lambda_/test_lambda.py
@@ -796,6 +796,8 @@ def assert_events():
             "$..Payload.environment.AWS_LAMBDA_FUNCTION_TIMEOUT",
             "$..Payload.environment.EDGE_PORT",
             "$..Payload.environment.LOCALSTACK_HOSTNAME",
+            # Missing in Python Lambda images (3.12, 3.13, 3.14) since around 2026-02-18
+            "$..Payload.environment.LC_CTYPE",
         ]
     )
     @markers.requires_in_process
@@ -823,8 +825,9 @@ def test_lambda_init_environment(
         )
         create_result = create_lambda_function(
             func_name=func_name,
+            # TODO: rework init env snapshotting test case because /proc/1 introspection does not work anymore at AWS
             handler_file=TEST_LAMBDA_PROCESS_INSPECTION,
-            runtime=Runtime.python3_12,
+            runtime=Runtime.python3_14,
             client=aws_client.lambda_,
         )
         snapshot.match("create-result", create_result)
diff --git a/tests/aws/services/lambda_/test_lambda.snapshot.json b/tests/aws/services/lambda_/test_lambda.snapshot.json
index b9655b8a7debd..c8dbe3137ae88 100644
--- a/tests/aws/services/lambda_/test_lambda.snapshot.json
+++ b/tests/aws/services/lambda_/test_lambda.snapshot.json
@@ -3641,7 +3641,7 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaBehavior::test_lambda_init_environment": {
-    "recorded-date": "25-11-2025, 22:02:31",
+    "recorded-date": "18-02-2026, 11:19:29",
     "recorded-content": {
       "create-result": {
         "CreateEventSourceMappingResponse": null,
@@ -3670,7 +3670,7 @@
           "PackageType": "Zip",
           "RevisionId": "<uuid:1>",
           "Role": "arn:<partition>:iam::111111111111:role/<resource:1>",
-          "Runtime": "python3.12",
+          "Runtime": "python3.14",
           "RuntimeVersionConfig": {
             "RuntimeVersionArn": "arn:<partition>:lambda:<region>::runtime:<resource:2>"
           },
@@ -3697,7 +3697,7 @@
         "Payload": {
           "environment": {
             "AWS_LAMBDA_FUNCTION_VERSION": "$LATEST",
-            "AWS_EXECUTION_ENV": "AWS_Lambda_python3.12",
+            "AWS_EXECUTION_ENV": "AWS_Lambda_python3.14",
             "AWS_DEFAULT_REGION": "<region>",
             "AWS_LAMBDA_LOG_STREAM_NAME": "<log-stream-name:1>",
             "AWS_REGION": "<region>",
diff --git a/tests/aws/services/lambda_/test_lambda.validation.json b/tests/aws/services/lambda_/test_lambda.validation.json
index 4c98e429546bd..650a7667263c4 100644
--- a/tests/aws/services/lambda_/test_lambda.validation.json
+++ b/tests/aws/services/lambda_/test_lambda.validation.json
@@ -108,12 +108,12 @@
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaBehavior::test_lambda_init_environment": {
-    "last_validated_date": "2025-11-25T22:02:31+00:00",
+    "last_validated_date": "2026-02-18T11:19:29+00:00",
     "durations_in_seconds": {
-      "setup": 11.17,
-      "call": 2.27,
-      "teardown": 6.54,
-      "total": 19.98
+      "setup": 12.32,
+      "call": 3.18,
+      "teardown": 1.93,
+      "total": 17.43
     }
   },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaBehavior::test_lambda_invoke_no_timeout": {
diff --git a/tests/aws/services/lambda_/test_lambda_common.py b/tests/aws/services/lambda_/test_lambda_common.py
index 8597339396d13..685b34785b35f 100644
--- a/tests/aws/services/lambda_/test_lambda_common.py
+++ b/tests/aws/services/lambda_/test_lambda_common.py
@@ -132,7 +132,7 @@ def _invoke_with_payload(payload):
             "$..environment.AWS_EXECUTION_ENV",  # Only rust runtime
             "$..environment.LD_LIBRARY_PATH",  # Only rust runtime (additional /var/lang/bin)
             "$..environment.PATH",  # Only rust runtime (additional /var/lang/bin)
-            "$..environment.LC_CTYPE",  # Only python3.11 (part of a broken image rollout, likely rolled back)
+            "$..environment.LC_CTYPE",  # Only missing in Python 3.12, 3.13, and 3.14
             "$..environment.RUBYLIB",  # Changed around 2025-06-17
             # Newer Nodejs images explicitly disable a temporary performance workaround for Nodejs 20 on certain hosts:
             # https://nodejs.org/api/cli.html#uv_use_io_uringvalue

From 9351a3d394e6500ae5a66fd3dc321d8b1c5541b1 Mon Sep 17 00:00:00 2001
From: Aiden Huynh <115724666+aidehn@users.noreply.github.com>
Date: Thu, 19 Feb 2026 01:07:22 +0800
Subject: [PATCH 641/697] SQS: Move Tagging Functionality to Provider Methods
 (#13777)

Co-authored-by: Silvio Vasiljevic <13120099+silv-io@users.noreply.github.com>
---
 .../localstack/services/sqs/provider.py       | 42 ++++++++++++++-----
 1 file changed, 31 insertions(+), 11 deletions(-)

diff --git a/localstack-core/localstack/services/sqs/provider.py b/localstack-core/localstack/services/sqs/provider.py
index 6bfea30891806..a2a8a01860f03 100644
--- a/localstack-core/localstack/services/sqs/provider.py
+++ b/localstack-core/localstack/services/sqs/provider.py
@@ -813,6 +813,9 @@ def create_queue(
                     queue_name, context.region, context.account_id, attributes, tags
                 )
 
+            if tags:
+                self._tag_queue(queue, tags)
+
             LOG.debug("creating queue key=%s attributes=%s tags=%s", queue_name, attributes, tags)
 
             store.queues[queue_name] = queue
@@ -938,6 +941,7 @@ def delete_queue(self, context: RequestContext, queue_url: String, **kwargs) ->
             store.queues[queue.name].shutdown()
             del store.queues[queue.name]
             store.deleted[queue.name] = time.time()
+            self._remove_all_queue_tags(queue)
 
     def get_queue_attributes(
         self,
@@ -1486,27 +1490,20 @@ def cancel_message_move_task(
 
     def tag_queue(self, context: RequestContext, queue_url: String, tags: TagMap, **kwargs) -> None:
         queue = self._resolve_queue(context, queue_url=queue_url)
-
-        if not tags:
-            return
-
-        for k, v in tags.items():
-            queue.tags[k] = v
+        self._tag_queue(queue, tags)
 
     def list_queue_tags(
         self, context: RequestContext, queue_url: String, **kwargs
     ) -> ListQueueTagsResult:
         queue = self._resolve_queue(context, queue_url=queue_url)
-        return ListQueueTagsResult(Tags=(queue.tags if queue.tags else None))
+        tags = self._get_queue_tags(queue)
+        return ListQueueTagsResult(Tags=tags if tags else None)
 
     def untag_queue(
         self, context: RequestContext, queue_url: String, tag_keys: TagKeyList, **kwargs
     ) -> None:
         queue = self._resolve_queue(context, queue_url=queue_url)
-
-        for k in tag_keys:
-            if k in queue.tags:
-                del queue.tags[k]
+        self._untag_queue(queue, tag_keys)
 
     def add_permission(
         self,
@@ -1644,6 +1641,29 @@ def _stop_cloudwatch_metrics_reporting(self):
             self._cloudwatch_publish_worker.stop()
             self._cloudwatch_dispatcher.shutdown()
 
+    @staticmethod
+    def _get_queue_tags(queue: SqsQueue) -> TagMap:
+        return queue.tags
+
+    @staticmethod
+    def _tag_queue(queue: SqsQueue, tags: TagMap) -> None:
+        if not tags:
+            return
+
+        for k, v in tags.items():
+            queue.tags[k] = v
+
+    @staticmethod
+    def _untag_queue(queue: SqsQueue, tag_keys: TagKeyList) -> None:
+        for k in tag_keys:
+            if k in queue.tags:
+                del queue.tags[k]
+
+    @staticmethod
+    def _remove_all_queue_tags(queue: SqsQueue) -> None:
+        # Nothing required as tags are stored on the queue resource. Overwritten in Pro.
+        return None
+
 
 def resolve_queue_location(
     context: RequestContext, queue_name: str | None = None, queue_url: str | None = None

From 201334b35083f1e73dc93cf3ac1397aa5208fd89 Mon Sep 17 00:00:00 2001
From: Aiden Huynh <115724666+aidehn@users.noreply.github.com>
Date: Thu, 19 Feb 2026 10:47:43 +0800
Subject: [PATCH 642/697] SNS: Move Tagging Functionality to Provider Methods
 (#13608)

---
 .../localstack/services/sns/provider.py       | 85 ++++++++++++-------
 tests/aws/services/sns/test_sns.py            | 24 ++++++
 tests/aws/services/sns/test_sns.snapshot.json | 28 ++++++
 .../aws/services/sns/test_sns.validation.json |  9 ++
 4 files changed, 115 insertions(+), 31 deletions(-)

diff --git a/localstack-core/localstack/services/sns/provider.py b/localstack-core/localstack/services/sns/provider.py
index 38b1c39ed4f3c..d0e263fb26acf 100644
--- a/localstack-core/localstack/services/sns/provider.py
+++ b/localstack-core/localstack/services/sns/provider.py
@@ -175,6 +175,52 @@ def get_signature_cert_pem_file(self, request: Request):
         # see https://docs.aws.amazon.com/sns/latest/dg/sns-verify-signature-of-message.html
         return Response(self._signature_cert_pem, 200)
 
+    # Tag Utils
+
+    def _check_matching_tags(
+        self, context: RequestContext, topic_arn: str, tags: TagList | None
+    ) -> bool:
+        """
+        Checks if a topic to be created doesn't already exist with different tags
+        :param context: The context of the original request
+        :param topic_arn: Arn of the topic
+        :param tags: Tags to be checked
+        :return: False if there is a mismatch in tags, True otherwise
+        """
+        store = self.get_store(context.account_id, context.region)
+        existing_tags = self._list_resource_tags(context, resource_arn=topic_arn)
+        # if this is none there is nothing to check
+        if topic_arn in store.topics:
+            if tags is None:
+                tags = []
+            for tag in tags:
+                # this means topic already created with empty tags and when we try to create it
+                # again with other tag value then it should fail according to aws documentation.
+                if existing_tags is not None and tag not in existing_tags:
+                    return False
+        return True
+
+    def _list_resource_tags(self, context: RequestContext, resource_arn: str) -> TagList:
+        store = self.get_store(context.account_id, context.region)
+        tags = store.TAGS.list_tags_for_resource(resource_arn).get("Tags")
+        return tags
+
+    def _tag_resource(
+        self, context: RequestContext, resource_arn: str, tags: list[dict[str, str]]
+    ) -> None:
+        store = self.get_store(context.account_id, context.region)
+        store.TAGS.tag_resource(resource_arn, tags)
+
+    def _untag_resource(
+        self, context: RequestContext, resource_arn: str, tag_keys: list[str]
+    ) -> None:
+        store = self.get_store(context.account_id, context.region)
+        store.TAGS.untag_resource(resource_arn, tag_keys)
+
+    def _remove_resource_tags(self, context: RequestContext, resource_arn: str) -> None:
+        store = self.get_store(context.account_id, context.region)
+        store.TAGS.tags.pop(resource_arn, None)
+
     ## Topic Operations
 
     def create_topic(
@@ -213,7 +259,7 @@ def create_topic(
                     raise InvalidParameterException(
                         "Invalid parameter: Attributes Reason: Topic already exists with different attributes"
                     )
-            tag_resource_success = _check_matching_tags(topic_arn, tags, store)
+            tag_resource_success = self._check_matching_tags(context, topic_arn, tags)
             if not tag_resource_success:
                 raise InvalidParameterException(
                     "Invalid parameter: Tags Reason: Topic already exists with different tags"
@@ -229,7 +275,7 @@ def create_topic(
             context=context,
         )
         if tags:
-            self.tag_resource(context=context, resource_arn=topic_arn, tags=tags)
+            self._tag_resource(context, resource_arn=topic_arn, tags=tags)
 
         store.topics[topic_arn] = topic
 
@@ -251,8 +297,9 @@ def delete_topic(self, context: RequestContext, topic_arn: topicARN, **kwargs) -
         arn_data = parse_and_validate_topic_arn(topic_arn)
         if context.region != arn_data["region"]:
             raise InvalidParameterException("Invalid parameter: TopicArn")
-        store = self.get_store(context.account_id, context.region)
 
+        store = self.get_store(context.account_id, context.region)
+        self._remove_resource_tags(context, topic_arn)
         store.topics.pop(topic_arn, None)
 
     def list_topics(
@@ -1233,9 +1280,8 @@ def put_data_protection_policy(
     def list_tags_for_resource(
         self, context: RequestContext, resource_arn: AmazonResourceName, **kwargs
     ) -> ListTagsForResourceResponse:
-        store = sns_stores[context.account_id][context.region]
-        tags = store.TAGS.list_tags_for_resource(resource_arn)
-        return ListTagsForResourceResponse(Tags=tags.get("Tags"))
+        tags = self._list_resource_tags(context, resource_arn)
+        return ListTagsForResourceResponse(Tags=tags)
 
     def tag_resource(
         self, context: RequestContext, resource_arn: AmazonResourceName, tags: TagList, **kwargs
@@ -1243,8 +1289,7 @@ def tag_resource(
         unique_tag_keys = {tag["Key"] for tag in tags}
         if len(unique_tag_keys) < len(tags):
             raise InvalidParameterException("Invalid parameter: Duplicated keys are not allowed.")
-        store = sns_stores[context.account_id][context.region]
-        store.TAGS.tag_resource(resource_arn, tags)
+        self._tag_resource(context, resource_arn, tags)
         return TagResourceResponse()
 
     def untag_resource(
@@ -1254,8 +1299,7 @@ def untag_resource(
         tag_keys: TagKeyList,
         **kwargs,
     ) -> UntagResourceResponse:
-        store = sns_stores[context.account_id][context.region]
-        store.TAGS.untag_resource(resource_arn, tag_keys)
+        self._untag_resource(context, resource_arn, tag_keys)
         return UntagResourceResponse()
 
     @staticmethod
@@ -1503,27 +1547,6 @@ def _validate_phone_number(phone_number: str):
         )
 
 
-def _check_matching_tags(topic_arn: str, tags: TagList | None, store: SnsStore) -> bool:
-    """
-    Checks if a topic to be created doesn't already exist with different tags
-    :param topic_arn: Arn of the topic
-    :param tags: Tags to be checked
-    :param store: Store object that holds the topics and tags
-    :return: False if there is a mismatch in tags, True otherwise
-    """
-    existing_tags = store.TAGS.list_tags_for_resource(topic_arn)["Tags"]
-    # if this is none there is nothing to check
-    if topic_arn in store.topics:
-        if tags is None:
-            tags = []
-        for tag in tags:
-            # this means topic already created with empty tags and when we try to create it
-            # again with other tag value then it should fail according to aws documentation.
-            if existing_tags is not None and tag not in existing_tags:
-                return False
-    return True
-
-
 def _get_total_publish_size(
     message_body: str, message_attributes: MessageAttributeMap | None
 ) -> int:
diff --git a/tests/aws/services/sns/test_sns.py b/tests/aws/services/sns/test_sns.py
index 95ad5380fb66e..66069a5dc254e 100644
--- a/tests/aws/services/sns/test_sns.py
+++ b/tests/aws/services/sns/test_sns.py
@@ -189,6 +189,30 @@ def test_tags(self, sns_create_topic, snapshot, aws_client):
         tags = aws_client.sns.list_tags_for_resource(ResourceArn=topic_arn)
         snapshot.match("list-after-update-tags", tags)
 
+    @markers.aws.validated
+    def test_tags_removed_after_deletion(self, aws_client, sns_create_topic, snapshot):
+        topic_name = f"topic-{short_uid()}"
+        topic = sns_create_topic(Name=topic_name)
+        topic_arn = topic["TopicArn"]
+        aws_client.sns.tag_resource(
+            ResourceArn=topic_arn,
+            Tags=[
+                {"Key": "k1", "Value": "v1"},
+                {"Key": "k2", "Value": "v2"},
+            ],
+        )
+        tags = aws_client.sns.list_tags_for_resource(ResourceArn=topic_arn)
+        tags["Tags"].sort(key=itemgetter("Key"))
+        snapshot.match("list-created-tags", tags)
+
+        # delete the topic and recreate the same topic to ensure the tags no longer exist
+        aws_client.sns.delete_topic(TopicArn=topic_arn)
+        sns_create_topic(Name=topic_name)
+
+        tags_response = aws_client.sns.list_tags_for_resource(ResourceArn=topic_arn)
+        assert len(tags_response["Tags"]) == 0
+        snapshot.match("list-empty-tags", tags_response)
+
     @markers.aws.validated
     def test_create_topic_test_arn(self, sns_create_topic, snapshot, aws_client, account_id):
         topic_name = "topic-test-create"
diff --git a/tests/aws/services/sns/test_sns.snapshot.json b/tests/aws/services/sns/test_sns.snapshot.json
index bbf679e71d78f..86884fc34df67 100644
--- a/tests/aws/services/sns/test_sns.snapshot.json
+++ b/tests/aws/services/sns/test_sns.snapshot.json
@@ -7489,5 +7489,33 @@
         }
       }
     }
+  },
+  "tests/aws/services/sns/test_sns.py::TestSNSTopicCrud::test_tags_removed_after_deletion": {
+    "recorded-date": "16-02-2026, 05:26:44",
+    "recorded-content": {
+      "list-created-tags": {
+        "Tags": [
+          {
+            "Key": "k1",
+            "Value": "v1"
+          },
+          {
+            "Key": "k2",
+            "Value": "v2"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "list-empty-tags": {
+        "Tags": [],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/sns/test_sns.validation.json b/tests/aws/services/sns/test_sns.validation.json
index b303b915ae53c..04b9e6c2cf56e 100644
--- a/tests/aws/services/sns/test_sns.validation.json
+++ b/tests/aws/services/sns/test_sns.validation.json
@@ -1376,6 +1376,15 @@
       "total": 3.48
     }
   },
+  "tests/aws/services/sns/test_sns.py::TestSNSTopicCrud::test_tags_removed_after_deletion": {
+    "last_validated_date": "2026-02-16T05:26:44+00:00",
+    "durations_in_seconds": {
+      "setup": 4.17,
+      "call": 2.64,
+      "teardown": 0.72,
+      "total": 7.53
+    }
+  },
   "tests/aws/services/sns/test_sns.py::TestSNSTopicCrud::test_topic_delivery_policy_crud": {
     "last_validated_date": "2024-10-03T21:46:17+00:00"
   },

From 3e022fd80eacff456da6c7fa2756455ced492f0b Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Thu, 19 Feb 2026 12:19:07 +0100
Subject: [PATCH 643/697] Upgrade pinned Python dependencies (#13795)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
---
 .pre-commit-config.yaml   |  2 +-
 requirements-dev.txt      |  8 ++++----
 requirements-test.txt     |  2 +-
 requirements-typehint.txt | 14 +++++++-------
 4 files changed, 13 insertions(+), 13 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index f36c5c88987db..7fd9b3951ac8c 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -34,7 +34,7 @@ repos:
       - id: check-pinned-deps-for-needed-upgrade
 
   - repo: https://github.com/python-openapi/openapi-spec-validator
-    rev: 0.8.0b2
+    rev: 0.8.0b3
     hooks:
       - id: openapi-spec-validator
         files: .*openapi.*\.(json|yaml|yml)
diff --git a/requirements-dev.txt b/requirements-dev.txt
index bf9aae70e2bc9..4126d9b482672 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -94,7 +94,7 @@ colorama==0.4.6
     # via awscli
 constantly==23.10.4
     # via localstack-twisted
-constructs==10.4.5
+constructs==10.5.0
     # via aws-cdk-lib
 coverage==7.13.4
     # via
@@ -142,7 +142,7 @@ docutils==0.19
     # via awscli
 events==0.5
     # via opensearch-py
-filelock==3.24.2
+filelock==3.24.3
     # via virtualenv
 graphql-core==3.2.7
     # via moto-ext
@@ -243,7 +243,7 @@ kclpy-ext==3.0.5
     # via localstack-core
 lazy-object-proxy==1.12.0
     # via openapi-spec-validator
-librt==0.8.0
+librt==0.8.1
     # via mypy
 localstack-snapshot==0.3.3
     # via localstack-core
@@ -501,7 +501,7 @@ urllib3==2.6.3
     #   opensearch-py
     #   requests
     #   responses
-virtualenv==20.37.0
+virtualenv==20.38.0
     # via pre-commit
 watchdog==6.0.0
     # via localstack-core (pyproject.toml)
diff --git a/requirements-test.txt b/requirements-test.txt
index 9cc2875290d47..dde6ca1898b45 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -91,7 +91,7 @@ colorama==0.4.6
     # via awscli
 constantly==23.10.4
     # via localstack-twisted
-constructs==10.4.5
+constructs==10.5.0
     # via aws-cdk-lib
 coverage==7.13.4
     # via localstack-core (pyproject.toml)
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index aae94f50fa2f0..692d012e2e157 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -54,7 +54,7 @@ boto3==1.42.49
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-boto3-stubs==1.42.50
+boto3-stubs==1.42.52
     # via localstack-core (pyproject.toml)
 botocore==1.42.49
     # via
@@ -98,7 +98,7 @@ colorama==0.4.6
     # via awscli
 constantly==23.10.4
     # via localstack-twisted
-constructs==10.4.5
+constructs==10.5.0
     # via aws-cdk-lib
 coverage==7.13.4
     # via
@@ -146,7 +146,7 @@ docutils==0.19
     # via awscli
 events==0.5
     # via opensearch-py
-filelock==3.24.2
+filelock==3.24.3
     # via virtualenv
 graphql-core==3.2.7
     # via moto-ext
@@ -247,7 +247,7 @@ kclpy-ext==3.0.5
     # via localstack-core
 lazy-object-proxy==1.12.0
     # via openapi-spec-validator
-librt==0.8.0
+librt==0.8.1
     # via mypy
 localstack-snapshot==0.3.3
     # via localstack-core
@@ -333,7 +333,7 @@ mypy-boto3-dynamodb==1.42.41
     # via boto3-stubs
 mypy-boto3-dynamodbstreams==1.42.3
     # via boto3-stubs
-mypy-boto3-ec2==1.42.50
+mypy-boto3-ec2==1.42.51
     # via boto3-stubs
 mypy-boto3-ecr==1.42.50
     # via boto3-stubs
@@ -409,7 +409,7 @@ mypy-boto3-pinpoint==1.42.3
     # via boto3-stubs
 mypy-boto3-pipes==1.42.3
     # via boto3-stubs
-mypy-boto3-rds==1.42.46
+mypy-boto3-rds==1.42.51
     # via boto3-stubs
 mypy-boto3-rds-data==1.42.3
     # via boto3-stubs
@@ -705,7 +705,7 @@ urllib3==2.6.3
     #   opensearch-py
     #   requests
     #   responses
-virtualenv==20.37.0
+virtualenv==20.38.0
     # via pre-commit
 watchdog==6.0.0
     # via localstack-core

From 74ad7ebcc56070b7537146c573e1f0181be80e5a Mon Sep 17 00:00:00 2001
From: Anisa Oshafi <anisaoshafi@gmail.com>
Date: Thu, 19 Feb 2026 12:23:56 +0100
Subject: [PATCH 644/697] Handle async deletion for lambda managed instances
 (#13751)

---
 .../lambda_/invocation/lambda_service.py      | 62 ++++++++++++++++++-
 .../localstack/services/lambda_/provider.py   | 23 ++++---
 2 files changed, 77 insertions(+), 8 deletions(-)

diff --git a/localstack-core/localstack/services/lambda_/invocation/lambda_service.py b/localstack-core/localstack/services/lambda_/invocation/lambda_service.py
index 396a4fba32cbf..3b220a9289796 100644
--- a/localstack-core/localstack/services/lambda_/invocation/lambda_service.py
+++ b/localstack-core/localstack/services/lambda_/invocation/lambda_service.py
@@ -56,7 +56,7 @@
     VersionAlias,
     VersionState,
 )
-from localstack.services.lambda_.invocation.models import lambda_stores
+from localstack.services.lambda_.invocation.models import LambdaStore, lambda_stores
 from localstack.services.lambda_.invocation.version_manager import LambdaVersionManager
 from localstack.services.lambda_.lambda_utils import HINT_LOG
 from localstack.utils.archives import get_unzipped_size, is_zip_file
@@ -196,6 +196,66 @@ def create_function_version(self, function_version: FunctionVersion) -> Future[N
     def publish_version_async(self, function_version: FunctionVersion):
         self.task_executor.submit(self.publish_version, function_version)
 
+    def delete_function_version_async(
+        self, function: Function, version: FunctionVersion, qualifier: str
+    ):
+        """
+        Simulates async function cleanup after function deletion API is called
+        by introducing a small delay before actually removing the function from the store
+        to allow for getting the function details after deletion.
+        """
+
+        def _cleanup():
+            time.sleep(0.5)
+            function.versions.pop(qualifier, None)
+
+        new_state = VersionState(state=State.Deleting)
+        new_last_status = UpdateStatus(status=LastUpdateStatus.InProgress)
+        function.versions[version.id.qualifier] = dataclasses.replace(
+            version,
+            config=dataclasses.replace(
+                version.config, state=new_state, last_update=new_last_status
+            ),
+        )
+        destroy_code_if_not_used(code=version.config.code, function=function)
+
+        self.task_executor.submit(_cleanup)
+
+    def delete_function_async(self, store: LambdaStore, function_name: str):
+        """
+        Simulates async function version cleanup after function deletion API is called
+        by introducing a small delay before actually removing the function from the store
+        to allow for getting the function version details after deletion.
+        """
+
+        def _cleanup():
+            time.sleep(0.5)
+            store.functions.pop(function_name)
+
+        # set each version of the function to deleting state first, to allow for getting the function version details after deletion
+        function = store.functions.get(function_name)
+        if function:
+            for version in function.versions.values():
+                new_state = VersionState(state=State.Deleting)
+                new_last_status = UpdateStatus(status=LastUpdateStatus.InProgress)
+                previous_revision_id = version.config.revision_id
+
+                function.versions[version.id.qualifier] = dataclasses.replace(
+                    version,
+                    config=dataclasses.replace(
+                        version.config, state=new_state, last_update=new_last_status
+                    ),
+                )
+                # Seems the revision id doesn't change when deleting a function right after it has been created (even though state has changed)
+                # reassign revision id to avoid dataclass replace removing it, since it's init=False
+                object.__setattr__(
+                    function.versions[version.id.qualifier].config,
+                    "revision_id",
+                    previous_revision_id,
+                )
+
+        self.task_executor.submit(_cleanup)
+
     def publish_version(self, function_version: FunctionVersion):
         """
         Synchronously create a function version (manager)
diff --git a/localstack-core/localstack/services/lambda_/provider.py b/localstack-core/localstack/services/lambda_/provider.py
index 4e22e8075de84..cde9369bdf477 100644
--- a/localstack-core/localstack/services/lambda_/provider.py
+++ b/localstack-core/localstack/services/lambda_/provider.py
@@ -1638,10 +1638,14 @@ def delete_function(
         function_has_capacity_provider = False
         if qualifier:
             # delete a version of the function
-            version = function.versions.pop(qualifier, None)
+            version = function.versions.get(qualifier, None)
             if version:
                 if version.config.capacity_provider_config:
                     function_has_capacity_provider = True
+                    # async delete from store
+                    self.lambda_service.delete_function_version_async(function, version, qualifier)
+                else:
+                    function.versions.pop(qualifier, None)
                 self.lambda_service.stop_version(version.id.qualified_arn())
                 destroy_code_if_not_used(code=version.config.code, function=function)
         else:
@@ -1649,19 +1653,24 @@ def delete_function(
             self._remove_all_tags(unqualified_function_arn)
             # TODO: introduce locking for safe deletion: We could create a new version at the API layer before
             #  the old version gets cleaned up in the internal lambda service.
-            function = store.functions.pop(function_name)
+            function = store.functions.get(function_name)
+            if function.latest().config.capacity_provider_config:
+                function_has_capacity_provider = True
+                # async delete version from store
+                self.lambda_service.delete_function_async(store, function_name)
+
             for version in function.versions.values():
                 # Functions with a capacity provider do NOT have a version manager for $LATEST because only
                 # published versions are invokable.
-                if version.config.capacity_provider_config:
-                    function_has_capacity_provider = True
-                    if version.id.qualifier == "$LATEST":
-                        pass
-                else:
+                if not function_has_capacity_provider or (
+                    function_has_capacity_provider and version.id.qualifier != "$LATEST"
+                ):
                     self.lambda_service.stop_version(qualified_arn=version.id.qualified_arn())
                 # we can safely destroy the code here
                 if version.config.code:
                     version.config.code.destroy()
+            if not function_has_capacity_provider:
+                store.functions.pop(function_name, None)
 
         return DeleteFunctionResponse(StatusCode=202 if function_has_capacity_provider else 204)
 

From 1b1310cc2feeee2907bc6ea68712d0218c497dc9 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Cristopher=20Pinz=C3=B3n?=
 <18080804+pinzon@users.noreply.github.com>
Date: Thu, 19 Feb 2026 09:08:15 -0500
Subject: [PATCH 645/697] Logs: fix snapshot region from tests (#13792)

---
 tests/aws/services/logs/test_logs_destinations.py      |  2 +-
 .../services/logs/test_logs_destinations.snapshot.json |  4 ++--
 .../logs/test_logs_destinations.validation.json        | 10 +++++-----
 3 files changed, 8 insertions(+), 8 deletions(-)

diff --git a/tests/aws/services/logs/test_logs_destinations.py b/tests/aws/services/logs/test_logs_destinations.py
index 7bb5560bc585d..9b3d447c3d232 100644
--- a/tests/aws/services/logs/test_logs_destinations.py
+++ b/tests/aws/services/logs/test_logs_destinations.py
@@ -15,7 +15,7 @@
         "Statement": [
             {
                 "Effect": "Allow",
-                "Principal": {"AWS": "logs.us-east-1.amazonaws.com"},
+                "Principal": {"AWS": "logs.amazonaws.com"},
                 "Action": "logs:PutSubscriptionFilter",
                 "Resource": "destination_arn",
             }
diff --git a/tests/aws/services/logs/test_logs_destinations.snapshot.json b/tests/aws/services/logs/test_logs_destinations.snapshot.json
index 6bbd101eb8bf8..63dd3ac37e65f 100644
--- a/tests/aws/services/logs/test_logs_destinations.snapshot.json
+++ b/tests/aws/services/logs/test_logs_destinations.snapshot.json
@@ -85,7 +85,7 @@
     }
   },
   "tests/aws/services/logs/test_logs_destinations.py::TestDestinations::test_put_destination_policy": {
-    "recorded-date": "05-02-2026, 15:23:25",
+    "recorded-date": "18-02-2026, 19:55:08",
     "recorded-content": {
       "put-destination-policy": {
         "ResponseMetadata": {
@@ -102,7 +102,7 @@
                 {
                   "Effect": "Allow",
                   "Principal": {
-                    "AWS": "logs.<region>.amazonaws.com"
+                    "AWS": "logs.amazonaws.com"
                   },
                   "Action": "logs:PutSubscriptionFilter",
                   "Resource": "arn:<partition>:kinesis:<region>:111111111111:stream/<stream-name>"
diff --git a/tests/aws/services/logs/test_logs_destinations.validation.json b/tests/aws/services/logs/test_logs_destinations.validation.json
index a7804542bd872..ef5e13e7e66d7 100644
--- a/tests/aws/services/logs/test_logs_destinations.validation.json
+++ b/tests/aws/services/logs/test_logs_destinations.validation.json
@@ -36,12 +36,12 @@
     }
   },
   "tests/aws/services/logs/test_logs_destinations.py::TestDestinations::test_put_destination_policy": {
-    "last_validated_date": "2026-02-05T15:23:25+00:00",
+    "last_validated_date": "2026-02-18T19:55:08+00:00",
     "durations_in_seconds": {
-      "setup": 6.18,
-      "call": 10.12,
-      "teardown": 0.81,
-      "total": 17.11
+      "setup": 6.6,
+      "call": 10.21,
+      "teardown": 0.76,
+      "total": 17.57
     }
   },
   "tests/aws/services/logs/test_logs_destinations.py::TestDestinations::test_update_destination": {

From 33ae26e310b6ce02ba3f1be79de187423582cb15 Mon Sep 17 00:00:00 2001
From: Joel Scheuner <joel.scheuner.dev@gmail.com>
Date: Fri, 20 Feb 2026 09:14:17 +0100
Subject: [PATCH 646/697] Test and fix provisioned concurrency error handling
 (#13784)

---
 .../services/lambda_/invocation/assignment.py |  2 +-
 .../lambda_/invocation/counting_service.py    | 27 ++++---
 .../lambda_/invocation/version_manager.py     | 39 +++++++---
 .../localstack/testing/aws/lambda_utils.py    | 16 +++++
 .../lambda_invocation_type_failure.py         | 14 ++++
 tests/aws/services/lambda_/test_lambda.py     | 72 +++++++++++++++++++
 .../lambda_/test_lambda.snapshot.json         | 39 ++++++++++
 .../lambda_/test_lambda.validation.json       |  9 +++
 8 files changed, 197 insertions(+), 21 deletions(-)
 create mode 100644 tests/aws/services/lambda_/functions/lambda_invocation_type_failure.py

diff --git a/localstack-core/localstack/services/lambda_/invocation/assignment.py b/localstack-core/localstack/services/lambda_/invocation/assignment.py
index 0df1ccab3c5bf..a4bfaf543be93 100644
--- a/localstack-core/localstack/services/lambda_/invocation/assignment.py
+++ b/localstack-core/localstack/services/lambda_/invocation/assignment.py
@@ -148,7 +148,7 @@ def scale_provisioned_concurrency(
         # current_provisioned_environments_count = len(current_provisioned_environments)
         # diff = target_provisioned_environments - current_provisioned_environments_count
 
-        # TODO: handle case where no provisioned environment is available during scaling
+        # TODO: handle case where no provisioned environment is available during scaling. Does AWS serve on-demand?
         # Most simple scaling implementation for now:
         futures = []
         # 1) Re-create new target
diff --git a/localstack-core/localstack/services/lambda_/invocation/counting_service.py b/localstack-core/localstack/services/lambda_/invocation/counting_service.py
index c76d884b2b56d..39226a0a08e5e 100644
--- a/localstack-core/localstack/services/lambda_/invocation/counting_service.py
+++ b/localstack-core/localstack/services/lambda_/invocation/counting_service.py
@@ -5,11 +5,12 @@
 from threading import RLock
 
 from localstack import config
-from localstack.aws.api.lambda_ import TooManyRequestsException
+from localstack.aws.api.lambda_ import ProvisionedConcurrencyStatusEnum, TooManyRequestsException
 from localstack.services.lambda_.invocation.lambda_models import (
     Function,
     FunctionVersion,
     InitializationType,
+    ProvisionedConcurrencyState,
 )
 from localstack.services.lambda_.invocation.models import lambda_stores
 
@@ -84,7 +85,10 @@ def __init__(self):
 
     @contextlib.contextmanager
     def get_invocation_lease(
-        self, function: Function | None, function_version: FunctionVersion
+        self,
+        function: Function | None,
+        function_version: FunctionVersion,
+        provisioned_state: ProvisionedConcurrencyState | None = None,
     ) -> Iterator[InitializationType]:
         """An invocation lease reserves the right to schedule an invocation.
         The returned lease type can either be on-demand or provisioned.
@@ -118,13 +122,6 @@ def get_invocation_lease(
                         ConcurrencyTracker()
                     )
 
-        # TODO: check that we don't give a lease while updating provisioned concurrency
-        # Potential challenge if an update happens in between reserving the lease here and actually assigning
-        # * Increase provisioned: It could happen that we give a lease for provisioned-concurrency although
-        # brand new provisioned environments are not yet initialized.
-        # * Decrease provisioned: It could happen that we have running invocations that should still be counted
-        # against the limit but they are not because we already updated the concurrency config to fewer envs.
-
         unqualified_function_arn = function_version.id.unqualified_arn()
         qualified_arn = function_version.id.qualified_arn()
 
@@ -145,7 +142,17 @@ def get_invocation_lease(
                                 function.provisioned_concurrency_configs.get(alias.name)
                             )
                             break
-                if provisioned_concurrency_config:
+                # Favor provisioned concurrency if configured and ready
+                # TODO: test updating provisioned concurrency? Does AWS serve on-demand during updates?
+                # Potential challenge if an update happens in between reserving the lease here and actually assigning
+                # * Increase provisioned: It could happen that we give a lease for provisioned-concurrency although
+                # brand new provisioned environments are not yet initialized.
+                # * Decrease provisioned: It could happen that we have running invocations that should still be counted
+                # against the limit but they are not because we already updated the concurrency config to fewer envs.
+                if (
+                    provisioned_concurrency_config
+                    and provisioned_state.status == ProvisionedConcurrencyStatusEnum.READY
+                ):
                     available_provisioned_concurrency = (
                         provisioned_concurrency_config.provisioned_concurrent_executions
                         - provisioned_tracker.concurrent_executions[qualified_arn]
diff --git a/localstack-core/localstack/services/lambda_/invocation/version_manager.py b/localstack-core/localstack/services/lambda_/invocation/version_manager.py
index 4e36475c2d327..dec627bb8a27c 100644
--- a/localstack-core/localstack/services/lambda_/invocation/version_manager.py
+++ b/localstack-core/localstack/services/lambda_/invocation/version_manager.py
@@ -3,7 +3,7 @@
 import threading
 import time
 from concurrent.futures import Future
-from concurrent.futures._base import CancelledError
+from concurrent.futures._base import ALL_COMPLETED, CancelledError
 
 from localstack import config
 from localstack.aws.api.lambda_ import (
@@ -79,10 +79,10 @@ def __init__(
         self.shutdown_event = threading.Event()
 
         # async state
-        self.provisioned_state = None
+        self.provisioned_state: ProvisionedConcurrencyState | None = None
         self.provisioned_state_lock = threading.RLock()
         # https://aws.amazon.com/blogs/compute/coming-soon-expansion-of-aws-lambda-states-to-all-functions/
-        self.state = VersionState(state=State.Pending)
+        self.state: VersionState = VersionState(state=State.Pending)
 
         self.ldm_provisioner = None
         lambda_hooks.inject_ldm_provisioner.run(self)
@@ -153,8 +153,6 @@ def update_provisioned_concurrency_config(
         TODO: implement update while in progress (see test_provisioned_concurrency test)
         TODO: loop until diff == 0 and retry to remove/add diff environments
         TODO: alias routing & allocated (i.e., the status while updating provisioned concurrency)
-        TODO: ProvisionedConcurrencyStatusEnum.FAILED
-        TODO: status reason
 
         :param provisioned_concurrent_executions: set to 0 to stop all provisioned environments
         """
@@ -175,16 +173,37 @@ def scale_environments(*args, **kwargs) -> None:
             futures = self.assignment_service.scale_provisioned_concurrency(
                 self.id, self.function_version, provisioned_concurrent_executions
             )
+            # Wait for all provisioning/de-provisioning tasks to finish using a timeout longer than max Lambda execution
+            concurrent.futures.wait(futures, timeout=20 * 60, return_when=ALL_COMPLETED)
 
-            concurrent.futures.wait(futures)
+            success_count = 0
+            start_error = None
+            for i, future in enumerate(futures):
+                try:
+                    future.result()
+                    success_count += 1
+                except Exception as e:
+                    start_error = e
 
             with self.provisioned_state_lock:
                 if provisioned_concurrent_executions == 0:
                     self.provisioned_state = None
                 else:
-                    self.provisioned_state.available = provisioned_concurrent_executions
-                    self.provisioned_state.allocated = provisioned_concurrent_executions
-                    self.provisioned_state.status = ProvisionedConcurrencyStatusEnum.READY
+                    # TODO: check whether available changes with active invokes while updating
+                    self.provisioned_state.available = success_count
+                    self.provisioned_state.allocated = success_count
+                    if start_error or success_count < provisioned_concurrent_executions:
+                        self.provisioned_state.status = ProvisionedConcurrencyStatusEnum.FAILED
+                        self.provisioned_state.status_reason = "FUNCTION_ERROR_INIT_FAILURE"
+                        LOG.warning(
+                            "Failed to provision %d/%s environments for function %s. Error: %s",
+                            provisioned_concurrent_executions - success_count,
+                            provisioned_concurrent_executions,
+                            self.function_arn,
+                            start_error,
+                        )
+                    else:
+                        self.provisioned_state.status = ProvisionedConcurrencyStatusEnum.READY
 
         self.provisioning_thread = start_thread(scale_environments)
         return self.provisioning_thread.result_future
@@ -255,7 +274,7 @@ def invoke(self, *, invocation: Invocation) -> InvocationResult:
             return invocation_result
 
         with self.counting_service.get_invocation_lease(
-            self.function, self.function_version
+            self.function, self.function_version, self.provisioned_state
         ) as provisioning_type:
             # TODO: potential race condition when changing provisioned concurrency after getting the lease but before
             #   getting an environment
diff --git a/localstack-core/localstack/testing/aws/lambda_utils.py b/localstack-core/localstack/testing/aws/lambda_utils.py
index 0dbad8ac4ace7..c020cfdbec0a0 100644
--- a/localstack-core/localstack/testing/aws/lambda_utils.py
+++ b/localstack-core/localstack/testing/aws/lambda_utils.py
@@ -277,6 +277,22 @@ def _concurrency_update_done():
     return _concurrency_update_done
 
 
+def concurrency_update_failed(client, function_name, qualifier):
+    """wait fn for ProvisionedConcurrencyConfig 'Status'"""
+
+    def _concurrency_update_failed():
+        status = client.get_provisioned_concurrency_config(
+            FunctionName=function_name, Qualifier=qualifier
+        )["Status"]
+        if status == "READY":
+            # We are expecting a failure and short-circuit upon success
+            raise ShortCircuitWaitException(f"Concurrency update succeeded: {status=}")
+        else:
+            return status == "FAILED"
+
+    return _concurrency_update_failed
+
+
 def get_invoke_init_type(client, function_name, qualifier) -> InitializationType:
     """check the environment in the lambda for AWS_LAMBDA_INITIALIZATION_TYPE indicating ondemand/provisioned"""
     invoke_result = client.invoke(FunctionName=function_name, Qualifier=qualifier)
diff --git a/tests/aws/services/lambda_/functions/lambda_invocation_type_failure.py b/tests/aws/services/lambda_/functions/lambda_invocation_type_failure.py
new file mode 100644
index 0000000000000..6240255127695
--- /dev/null
+++ b/tests/aws/services/lambda_/functions/lambda_invocation_type_failure.py
@@ -0,0 +1,14 @@
+import os
+import time
+
+init_type = os.environ["AWS_LAMBDA_INITIALIZATION_TYPE"]
+
+if init_type == "provisioned-concurrency":
+    raise Exception("Intentional failure upon provisioned concurrency initialization")
+
+
+def handler(event, context):
+    if event.get("wait"):
+        time.sleep(event["wait"])
+    print(f"{init_type=}")
+    return init_type
diff --git a/tests/aws/services/lambda_/test_lambda.py b/tests/aws/services/lambda_/test_lambda.py
index 874cf20406877..9d2a17fcd5784 100644
--- a/tests/aws/services/lambda_/test_lambda.py
+++ b/tests/aws/services/lambda_/test_lambda.py
@@ -26,6 +26,7 @@
 from localstack.services.lambda_.runtimes import RUNTIMES_AGGREGATED
 from localstack.testing.aws.lambda_utils import (
     concurrency_update_done,
+    concurrency_update_failed,
     get_invoke_init_type,
     update_done,
 )
@@ -118,6 +119,9 @@
 TEST_LAMBDA_INTROSPECT_PYTHON = os.path.join(THIS_FOLDER, "functions/lambda_introspect.py")
 TEST_LAMBDA_ULIMITS = os.path.join(THIS_FOLDER, "functions/lambda_ulimits.py")
 TEST_LAMBDA_INVOCATION_TYPE = os.path.join(THIS_FOLDER, "functions/lambda_invocation_type.py")
+TEST_LAMBDA_INVOCATION_TYPE_FAILURE = os.path.join(
+    THIS_FOLDER, "functions/lambda_invocation_type_failure.py"
+)
 TEST_LAMBDA_VERSION = os.path.join(THIS_FOLDER, "functions/lambda_version.py")
 TEST_LAMBDA_CONTEXT_REQID = os.path.join(THIS_FOLDER, "functions/lambda_context.py")
 TEST_LAMBDA_PROCESS_INSPECTION = os.path.join(THIS_FOLDER, "functions/lambda_process_inspection.py")
@@ -2643,6 +2647,74 @@ def test_provisioned_concurrency(self, create_lambda_function, snapshot, aws_cli
         result2 = json.load(invoke_result2["Payload"])
         assert result2 == "on-demand"
 
+    @markers.aws.validated
+    def test_provisioned_concurrency_init_failure(
+        self, create_lambda_function, snapshot, aws_client
+    ):
+        """Put provisioned concurrency on a Lambda function that fails upon initialization.
+        The intended failure only triggers for initialization of provisioned concurrency.
+        """
+        min_concurrent_executions = 10 + 1
+        check_concurrency_quota(aws_client, min_concurrent_executions)
+
+        func_name = f"test_lambda_{short_uid()}"
+        create_function_response = create_lambda_function(
+            func_name=func_name,
+            runtime=Runtime.python3_12,
+            handler_file=TEST_LAMBDA_INVOCATION_TYPE_FAILURE,
+            # Provisioned concurrency requires publishing
+            Publish=True,
+        )
+        version = create_function_response["CreateFunctionResponse"]["Version"]
+
+        put_provisioned = aws_client.lambda_.put_provisioned_concurrency_config(
+            FunctionName=func_name, Qualifier=version, ProvisionedConcurrentExecutions=1
+        )
+        snapshot.match("put_provisioned", put_provisioned)
+
+        get_provisioned_prewait = aws_client.lambda_.get_provisioned_concurrency_config(
+            FunctionName=func_name, Qualifier=version
+        )
+        snapshot.match("get_provisioned_prewait", get_provisioned_prewait)
+
+        # Invokes should be served on-demand during provisioned concurrency initialization
+        assert get_invoke_init_type(aws_client.lambda_, func_name, version) == "on-demand"
+
+        # AWS attempts initialization a total of 6 times according to CloudWatch logs
+        wait_time = 10 if is_aws_cloud() else 1
+        assert wait_until(
+            concurrency_update_failed(aws_client.lambda_, func_name, version),
+            wait=wait_time,
+            max_retries=80,
+        )
+
+        get_provisioned_postwait = aws_client.lambda_.get_provisioned_concurrency_config(
+            FunctionName=func_name, Qualifier=version
+        )
+        snapshot.match("get_provisioned_postwait", get_provisioned_postwait)
+
+        log_group_name = f"/aws/lambda/{func_name}"
+
+        def _log_stream_available():
+            result = aws_client.logs.describe_log_streams(logGroupName=log_group_name)["logStreams"]
+            # We are expecting 7 log streams: total 6 provisioned init attempts + 1 on-demand
+            # TODO: assert and implement 6 total initialization attempts in LS (LS only attempts once)
+            num_expected_log_streams = 7 if is_aws_cloud() else 2
+            return len(result) >= num_expected_log_streams
+
+        wait_until(_log_stream_available, strategy="linear")
+
+        logs = aws_client.logs.filter_log_events(logGroupName=log_group_name)
+        expected_error_msg = (
+            "[ERROR] Exception: Intentional failure upon provisioned concurrency initialization"
+        )
+        # TODO: implement and enable this validation in LS
+        if is_aws_cloud():
+            assert any(expected_error_msg in e["message"] for e in logs["events"])
+
+        # Invokes should not be scheduled to failed provisioned concurrency
+        assert get_invoke_init_type(aws_client.lambda_, func_name, version) == "on-demand"
+
     @markers.aws.validated
     def test_provisioned_concurrency_on_alias(self, create_lambda_function, snapshot, aws_client):
         """
diff --git a/tests/aws/services/lambda_/test_lambda.snapshot.json b/tests/aws/services/lambda_/test_lambda.snapshot.json
index c8dbe3137ae88..643df3f381722 100644
--- a/tests/aws/services/lambda_/test_lambda.snapshot.json
+++ b/tests/aws/services/lambda_/test_lambda.snapshot.json
@@ -4617,5 +4617,44 @@
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaURL::test_lambda_url_non_existing_url": {
     "recorded-date": "24-11-2025, 23:11:02",
     "recorded-content": {}
+  },
+  "tests/aws/services/lambda_/test_lambda.py::TestLambdaConcurrency::test_provisioned_concurrency_init_failure": {
+    "recorded-date": "17-02-2026, 09:40:04",
+    "recorded-content": {
+      "put_provisioned": {
+        "AllocatedProvisionedConcurrentExecutions": 0,
+        "AvailableProvisionedConcurrentExecutions": 0,
+        "LastModified": "date",
+        "RequestedProvisionedConcurrentExecutions": 1,
+        "Status": "IN_PROGRESS",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 202
+        }
+      },
+      "get_provisioned_prewait": {
+        "AllocatedProvisionedConcurrentExecutions": 0,
+        "AvailableProvisionedConcurrentExecutions": 0,
+        "LastModified": "date",
+        "RequestedProvisionedConcurrentExecutions": 1,
+        "Status": "IN_PROGRESS",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "get_provisioned_postwait": {
+        "AllocatedProvisionedConcurrentExecutions": 0,
+        "AvailableProvisionedConcurrentExecutions": 0,
+        "LastModified": "date",
+        "RequestedProvisionedConcurrentExecutions": 1,
+        "Status": "FAILED",
+        "StatusReason": "FUNCTION_ERROR_INIT_FAILURE",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/lambda_/test_lambda.validation.json b/tests/aws/services/lambda_/test_lambda.validation.json
index 650a7667263c4..4c2c4448f5261 100644
--- a/tests/aws/services/lambda_/test_lambda.validation.json
+++ b/tests/aws/services/lambda_/test_lambda.validation.json
@@ -230,6 +230,15 @@
       "total": 131.15
     }
   },
+  "tests/aws/services/lambda_/test_lambda.py::TestLambdaConcurrency::test_provisioned_concurrency_init_failure": {
+    "last_validated_date": "2026-02-17T09:40:06+00:00",
+    "durations_in_seconds": {
+      "setup": 12.05,
+      "call": 323.08,
+      "teardown": 2.23,
+      "total": 337.36
+    }
+  },
   "tests/aws/services/lambda_/test_lambda.py::TestLambdaConcurrency::test_provisioned_concurrency_on_alias": {
     "last_validated_date": "2025-11-24T23:21:03+00:00",
     "durations_in_seconds": {

From 184fb933ee3cd28c3b0fb0f4a99c9532b4a0e1c6 Mon Sep 17 00:00:00 2001
From: Simon Walker <simon.walker@localstack.cloud>
Date: Fri, 20 Feb 2026 14:59:31 +0000
Subject: [PATCH 647/697] Lambda: add more context to alias failure reason
 (#13807)

---
 .../services/lambda_/resource_providers/lambda_alias.py         | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/localstack-core/localstack/services/lambda_/resource_providers/lambda_alias.py b/localstack-core/localstack/services/lambda_/resource_providers/lambda_alias.py
index 2130958dde803..8b92d78a45fda 100644
--- a/localstack-core/localstack/services/lambda_/resource_providers/lambda_alias.py
+++ b/localstack-core/localstack/services/lambda_/resource_providers/lambda_alias.py
@@ -116,7 +116,7 @@ def create(
                 return ProgressEvent(
                     status=OperationStatus.FAILED,
                     resource_model=model,
-                    message="",
+                    message=result.get("StatusReason", "Unknown"),
                     error_code="VersionStateFailure",  # TODO: not parity tested
                 )
 

From 0f447639b07c1cd5bf074b21f1dcff01396812a0 Mon Sep 17 00:00:00 2001
From: Shubh Kesharwani <95687419+shubhiscoding@users.noreply.github.com>
Date: Sat, 21 Feb 2026 06:20:25 +0530
Subject: [PATCH 648/697] S3: implement conditional write headers for
 CopyObject (#13554)

Co-authored-by: Benjamin Simon <benjh.simon@gmail.com>
---
 .../localstack/services/s3/provider.py        |  50 +-
 tests/aws/services/s3/test_s3_api.py          | 289 ++++++++++++
 .../aws/services/s3/test_s3_api.snapshot.json | 432 ++++++++++++++++++
 .../services/s3/test_s3_api.validation.json   |  63 +++
 4 files changed, 828 insertions(+), 6 deletions(-)

diff --git a/localstack-core/localstack/services/s3/provider.py b/localstack-core/localstack/services/s3/provider.py
index 4ddf59fc47c4a..e9cc518acf33b 100644
--- a/localstack-core/localstack/services/s3/provider.py
+++ b/localstack-core/localstack/services/s3/provider.py
@@ -1513,6 +1513,25 @@ def copy_object(
         # request_payer: RequestPayer = None,  # TODO:
         dest_bucket = request["Bucket"]
         dest_key = request["Key"]
+
+        if_match = request.get("IfMatch")
+        if_none_match = request.get("IfNoneMatch")
+
+        if if_none_match and if_match:
+            raise NotImplementedException(
+                "A header you provided implies functionality that is not implemented",
+                Header="If-Match,If-None-Match",
+                additionalMessage="Multiple conditional request headers present in the request",
+            )
+
+        elif (if_none_match and if_none_match != "*") or (if_match and if_match == "*"):
+            header_name = "If-None-Match" if if_none_match else "If-Match"
+            raise NotImplementedException(
+                "A header you provided implies functionality that is not implemented",
+                Header=header_name,
+                additionalMessage=f"We don't accept the provided value of {header_name} header for this API",
+            )
+
         validate_object_key(dest_key)
         store, dest_s3_bucket = self._get_cross_account_bucket(context, dest_bucket)
 
@@ -1615,6 +1634,12 @@ def copy_object(
             system_metadata = src_s3_object.system_metadata
 
         dest_version_id = generate_version_id(dest_s3_bucket.versioning_status)
+        if dest_version_id != "null":
+            # if we are in a versioned bucket, we need to lock around the full key (all the versions)
+            # because object versions have locks per version
+            precondition_lock = self._preconditions_locks[dest_bucket][dest_key]
+        else:
+            precondition_lock = contextlib.nullcontext()
 
         encryption_parameters = get_encryption_parameters_from_request_and_bucket(
             request,
@@ -1654,12 +1679,25 @@ def copy_object(
             owner=dest_s3_bucket.owner,
         )
 
-        with self._storage_backend.copy(
-            src_bucket=src_bucket,
-            src_object=src_s3_object,
-            dest_bucket=dest_bucket,
-            dest_object=s3_object,
-        ) as s3_stored_object:
+        with (
+            precondition_lock,
+            self._storage_backend.copy(
+                src_bucket=src_bucket,
+                src_object=src_s3_object,
+                dest_bucket=dest_bucket,
+                dest_object=s3_object,
+            ) as s3_stored_object,
+        ):
+            # Check destination write preconditions inside the lock to prevent race conditions.
+            if if_none_match and object_exists_for_precondition_write(dest_s3_bucket, dest_key):
+                raise PreconditionFailed(
+                    "At least one of the pre-conditions you specified did not hold",
+                    Condition="If-None-Match",
+                )
+
+            elif if_match:
+                verify_object_equality_precondition_write(dest_s3_bucket, dest_key, if_match)
+
             s3_object.checksum_value = s3_stored_object.checksum or src_s3_object.checksum_value
             s3_object.etag = s3_stored_object.etag or src_s3_object.etag
 
diff --git a/tests/aws/services/s3/test_s3_api.py b/tests/aws/services/s3/test_s3_api.py
index ba9dba84c5d00..5b9880404019c 100644
--- a/tests/aws/services/s3/test_s3_api.py
+++ b/tests/aws/services/s3/test_s3_api.py
@@ -11,6 +11,7 @@
 from localstack_snapshot.snapshots.transformer import SortingTransformer
 from moto.wafv2.models import US_EAST_1_REGION
 
+from localstack.aws.api.s3 import StorageClass
 from localstack.testing.pytest import markers
 from localstack.utils.strings import long_uid, short_uid
 from tests.aws.services.s3.conftest import TEST_S3_IMAGE
@@ -3037,6 +3038,294 @@ def test_multipart_if_match_etag(self, s3_bucket, aws_client, snapshot):
         )
         snapshot.match("complete-multipart-if-match-overwrite-multipart", complete_multipart_1)
 
+    @markers.aws.validated
+    def test_copy_object_if_none_match(self, s3_bucket, aws_client, snapshot):
+        """Test CopyObject with If-None-Match header (destination conditional)"""
+        src_key = "source-object"
+        dest_key = "dest-object"
+
+        # Create source object
+        aws_client.s3.put_object(Bucket=s3_bucket, Key=src_key, Body="source content")
+
+        # Copy should succeed when destination doesn't exist
+        copy_result = aws_client.s3.copy_object(
+            Bucket=s3_bucket,
+            CopySource=f"{s3_bucket}/{src_key}",
+            Key=dest_key,
+            IfNoneMatch="*",
+        )
+        snapshot.match("copy-obj", copy_result)
+
+        # Copy should fail when destination already exists
+        with pytest.raises(ClientError) as e:
+            aws_client.s3.copy_object(
+                Bucket=s3_bucket,
+                CopySource=f"{s3_bucket}/{src_key}",
+                Key=dest_key,
+                IfNoneMatch="*",
+            )
+        snapshot.match("copy-obj-if-none-match-fail", e.value.response)
+
+    @markers.aws.validated
+    def test_copy_object_if_match(self, s3_bucket, aws_client, snapshot):
+        """Test CopyObject with If-Match header (destination conditional)"""
+        src_key = "source-object"
+        dest_key = "dest-object"
+
+        # Create source object
+        aws_client.s3.put_object(Bucket=s3_bucket, Key=src_key, Body="source content")
+
+        # Create initial destination object
+        put_result = aws_client.s3.put_object(
+            Bucket=s3_bucket, Key=dest_key, Body="initial content"
+        )
+        dest_etag = put_result["ETag"]
+
+        # Copy should succeed when destination ETag matches
+        copy_result = aws_client.s3.copy_object(
+            Bucket=s3_bucket,
+            CopySource=f"{s3_bucket}/{src_key}",
+            Key=dest_key,
+            IfMatch=dest_etag,
+        )
+        snapshot.match("copy-obj-if-match", copy_result)
+
+        # Copy should fail when destination ETag doesn't match (wrong ETag)
+        with pytest.raises(ClientError) as e:
+            aws_client.s3.copy_object(
+                Bucket=s3_bucket,
+                CopySource=f"{s3_bucket}/{src_key}",
+                Key=dest_key,
+                IfMatch='"wrong-etag"',
+            )
+        snapshot.match("copy-obj-if-match-fail-wrong-etag", e.value.response)
+
+        # Copy should fail when destination doesn't exist
+        with pytest.raises(ClientError) as e:
+            aws_client.s3.copy_object(
+                Bucket=s3_bucket,
+                CopySource=f"{s3_bucket}/{src_key}",
+                Key="non-existent-key",
+                IfMatch=dest_etag,
+            )
+        snapshot.match("copy-obj-if-match-fail-no-object", e.value.response)
+
+    @markers.aws.validated
+    @markers.snapshot.skip_snapshot_verify(
+        paths=[
+            # TODO: AWS started added ChecksumType to CopyObjectResult
+            "$..CopyObjectResult.ChecksumType",
+            # TODO: AWS stopped returning DisplayName (finally)
+            "$..Owner.DisplayName",
+        ]
+    )
+    def test_copy_object_if_none_match_versioned_bucket(self, s3_bucket, aws_client, snapshot):
+        """Test CopyObject with If-None-Match header in a versioned bucket.
+
+        For buckets with versioning enabled, S3 checks for the presence of a current object version.
+        If the current object version is a delete marker, the copy should succeed with If-None-Match.
+        """
+        aws_client.s3.put_bucket_versioning(
+            Bucket=s3_bucket, VersioningConfiguration={"Status": "Enabled"}
+        )
+
+        src_key = "source-object"
+        dest_key = "dest-object"
+
+        # Create source object
+        aws_client.s3.put_object(Bucket=s3_bucket, Key=src_key, Body="source content")
+
+        # Copy should succeed when destination doesn't exist
+        copy_result = aws_client.s3.copy_object(
+            Bucket=s3_bucket,
+            CopySource=f"{s3_bucket}/{src_key}",
+            Key=dest_key,
+            IfNoneMatch="*",
+        )
+        snapshot.match("copy-obj", copy_result)
+
+        # Copy should fail when destination already exists
+        with pytest.raises(ClientError) as e:
+            aws_client.s3.copy_object(
+                Bucket=s3_bucket,
+                CopySource=f"{s3_bucket}/{src_key}",
+                Key=dest_key,
+                IfNoneMatch="*",
+            )
+        snapshot.match("copy-obj-if-none-match-fail", e.value.response)
+
+        # Delete the destination object (creates a delete marker in versioned bucket)
+        del_obj = aws_client.s3.delete_object(Bucket=s3_bucket, Key=dest_key)
+        snapshot.match("del-obj", del_obj)
+
+        # Copy should succeed when current version is a delete marker
+        copy_after_del = aws_client.s3.copy_object(
+            Bucket=s3_bucket,
+            CopySource=f"{s3_bucket}/{src_key}",
+            Key=dest_key,
+            IfNoneMatch="*",
+        )
+        snapshot.match("copy-obj-after-del", copy_after_del)
+
+        list_object_versions = aws_client.s3.list_object_versions(Bucket=s3_bucket)
+        snapshot.match("list-object-versions", list_object_versions)
+
+    @markers.aws.validated
+    @markers.snapshot.skip_snapshot_verify(
+        paths=[
+            # TODO: AWS started added ChecksumType to CopyObjectResult
+            "$..CopyObjectResult.ChecksumType",
+            # TODO: AWS stopped returning DisplayName (finally)
+            "$..Owner.DisplayName",
+        ]
+    )
+    def test_copy_object_if_match_versioned_bucket(self, s3_bucket, aws_client, snapshot):
+        """Test CopyObject with If-Match header in a versioned bucket.
+
+        For versioned buckets, If-Match checks against the current object version's ETag.
+        If the current version is a delete marker, the copy should fail.
+        """
+        aws_client.s3.put_bucket_versioning(
+            Bucket=s3_bucket, VersioningConfiguration={"Status": "Enabled"}
+        )
+
+        src_key = "source-object"
+        dest_key = "dest-object"
+
+        # Create source object
+        aws_client.s3.put_object(Bucket=s3_bucket, Key=src_key, Body="source content")
+
+        # Create initial destination object
+        put_result = aws_client.s3.put_object(
+            Bucket=s3_bucket, Key=dest_key, Body="initial content"
+        )
+        snapshot.match("put-obj", put_result)
+        dest_etag_1 = put_result["ETag"]
+
+        # Copy should fail with wrong ETag
+        with pytest.raises(ClientError) as e:
+            aws_client.s3.copy_object(
+                Bucket=s3_bucket,
+                CopySource=f"{s3_bucket}/{src_key}",
+                Key=dest_key,
+                IfMatch='"wrong-etag"',
+            )
+        snapshot.match("copy-obj-if-match-wrong-etag", e.value.response)
+
+        # Delete the destination object (creates a delete marker)
+        del_obj = aws_client.s3.delete_object(Bucket=s3_bucket, Key=dest_key)
+        snapshot.match("del-obj", del_obj)
+
+        # Copy should fail when current version is a delete marker (even with correct old ETag)
+        with pytest.raises(ClientError) as e:
+            aws_client.s3.copy_object(
+                Bucket=s3_bucket,
+                CopySource=f"{s3_bucket}/{src_key}",
+                Key=dest_key,
+                IfMatch=dest_etag_1,
+            )
+        snapshot.match("copy-obj-after-del-exc", e.value.response)
+
+        # Create a new destination object
+        put_result_2 = aws_client.s3.put_object(
+            Bucket=s3_bucket, Key=dest_key, Body="new content after delete"
+        )
+        snapshot.match("put-obj-after-del", put_result_2)
+        dest_etag_2 = put_result_2["ETag"]
+
+        # Copy should succeed with correct current ETag
+        copy_result = aws_client.s3.copy_object(
+            Bucket=s3_bucket,
+            CopySource=f"{s3_bucket}/{src_key}",
+            Key=dest_key,
+            IfMatch=dest_etag_2,
+        )
+        snapshot.match("copy-obj-if-match", copy_result)
+
+        list_object_versions = aws_client.s3.list_object_versions(Bucket=s3_bucket)
+        snapshot.match("list-object-versions", list_object_versions)
+
+    @markers.aws.validated
+    def test_copy_object_precondition_write_validation(self, s3_bucket, aws_client, snapshot):
+        src_key = "source-object"
+        dest_key = "dest-object"
+
+        # Create source object
+        put_obj = aws_client.s3.put_object(Bucket=s3_bucket, Key=src_key, Body="source content")
+
+        # assert that IfNoneMatch only accept '*'
+        with pytest.raises(ClientError) as e:
+            aws_client.s3.copy_object(
+                Bucket=s3_bucket,
+                CopySource=f"{s3_bucket}/{src_key}",
+                Key=dest_key,
+                IfNoneMatch=put_obj["ETag"],
+            )
+        snapshot.match("copy-obj-none-match-etag", e.value.response)
+
+        with pytest.raises(ClientError) as e:
+            aws_client.s3.copy_object(
+                Bucket=s3_bucket,
+                CopySource=f"{s3_bucket}/{src_key}",
+                Key=dest_key,
+                IfMatch="*",
+            )
+        snapshot.match("copy-obj-if-match-star", e.value.response)
+
+        with pytest.raises(ClientError) as e:
+            aws_client.s3.copy_object(
+                Bucket=s3_bucket,
+                CopySource=f"{s3_bucket}/{src_key}",
+                Key=dest_key,
+                IfMatch="*",
+                IfNoneMatch=put_obj["ETag"],
+            )
+        snapshot.match("copy-obj-both", e.value.response)
+
+    @markers.aws.validated
+    def test_copy_object_if_none_match_in_place(self, s3_bucket, aws_client, snapshot):
+        """Test CopyObject with If-None-Match header (destination conditional)"""
+        src_key = "source-object"
+
+        # Create source object
+        aws_client.s3.put_object(Bucket=s3_bucket, Key=src_key, Body="source content")
+
+        # Copy should fail when destination already exists (in place)
+        with pytest.raises(ClientError) as e:
+            aws_client.s3.copy_object(
+                Bucket=s3_bucket,
+                CopySource=f"{s3_bucket}/{src_key}",
+                Key=src_key,
+                IfNoneMatch="*",
+                StorageClass=StorageClass.STANDARD,
+            )
+        snapshot.match("copy-obj-if-none-match-fail", e.value.response)
+
+    @markers.aws.validated
+    @markers.snapshot.skip_snapshot_verify(
+        paths=[
+            # TODO: AWS started added ChecksumType to CopyObjectResult
+            "$..CopyObjectResult.ChecksumType",
+        ]
+    )
+    def test_copy_object_if_match_in_place(self, s3_bucket, aws_client, snapshot):
+        """Test CopyObject with If-None-Match header (destination conditional)"""
+        src_key = "source-object"
+
+        # Create source object
+        put_obj = aws_client.s3.put_object(Bucket=s3_bucket, Key=src_key, Body="source content")
+
+        # Copy should fail when destination already exists (in place)
+        # with pytest.raises(ClientError) as e:
+        copy_obj = aws_client.s3.copy_object(
+            Bucket=s3_bucket,
+            CopySource=f"{s3_bucket}/{src_key}",
+            Key=src_key,
+            IfMatch=put_obj["ETag"],
+            StorageClass=StorageClass.STANDARD,
+        )
+        snapshot.match("copy-obj-if-match-in-place", copy_obj)
+
 
 class TestS3MetricsConfiguration:
     @markers.aws.validated
diff --git a/tests/aws/services/s3/test_s3_api.snapshot.json b/tests/aws/services/s3/test_s3_api.snapshot.json
index e812518de2b3e..87f1f81c75e57 100644
--- a/tests/aws/services/s3/test_s3_api.snapshot.json
+++ b/tests/aws/services/s3/test_s3_api.snapshot.json
@@ -5478,5 +5478,437 @@
         }
       }
     }
+  },
+  "tests/aws/services/s3/test_s3_api.py::TestS3ObjectWritePrecondition::test_copy_object_if_none_match": {
+    "recorded-date": "24-12-2025, 05:58:48",
+    "recorded-content": {
+      "copy-obj": {
+        "CopyObjectResult": {
+          "ChecksumCRC32": "wmoL/Q==",
+          "ETag": "\"4d96fd1280dd67fe2eac895339a0a8e3\"",
+          "LastModified": "datetime"
+        },
+        "ServerSideEncryption": "AES256",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "copy-obj-if-none-match-fail": {
+        "Error": {
+          "Code": "PreconditionFailed",
+          "Condition": "If-None-Match",
+          "Message": "At least one of the pre-conditions you specified did not hold"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 412
+        }
+      }
+    }
+  },
+  "tests/aws/services/s3/test_s3_api.py::TestS3ObjectWritePrecondition::test_copy_object_if_match": {
+    "recorded-date": "24-12-2025, 05:58:44",
+    "recorded-content": {
+      "copy-obj-if-match": {
+        "CopyObjectResult": {
+          "ChecksumCRC32": "wmoL/Q==",
+          "ETag": "\"4d96fd1280dd67fe2eac895339a0a8e3\"",
+          "LastModified": "datetime"
+        },
+        "ServerSideEncryption": "AES256",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "copy-obj-if-match-fail-wrong-etag": {
+        "Error": {
+          "Code": "PreconditionFailed",
+          "Condition": "If-Match",
+          "Message": "At least one of the pre-conditions you specified did not hold"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 412
+        }
+      },
+      "copy-obj-if-match-fail-no-object": {
+        "Error": {
+          "Code": "NoSuchKey",
+          "Key": "non-existent-key",
+          "Message": "The specified key does not exist."
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 404
+        }
+      }
+    }
+  },
+  "tests/aws/services/s3/test_s3_api.py::TestS3ObjectWritePrecondition::test_copy_object_if_none_match_versioned_bucket": {
+    "recorded-date": "20-02-2026, 23:50:09",
+    "recorded-content": {
+      "copy-obj": {
+        "CopyObjectResult": {
+          "ChecksumCRC32": "wmoL/Q==",
+          "ChecksumType": "FULL_OBJECT",
+          "ETag": "\"4d96fd1280dd67fe2eac895339a0a8e3\"",
+          "LastModified": "datetime"
+        },
+        "CopySourceVersionId": "<version-id:4>",
+        "ServerSideEncryption": "AES256",
+        "VersionId": "<version-id:1>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "copy-obj-if-none-match-fail": {
+        "Error": {
+          "Code": "PreconditionFailed",
+          "Condition": "If-None-Match",
+          "Message": "At least one of the pre-conditions you specified did not hold"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 412
+        }
+      },
+      "del-obj": {
+        "DeleteMarker": true,
+        "VersionId": "<version-id:2>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 204
+        }
+      },
+      "copy-obj-after-del": {
+        "CopyObjectResult": {
+          "ChecksumCRC32": "wmoL/Q==",
+          "ChecksumType": "FULL_OBJECT",
+          "ETag": "\"4d96fd1280dd67fe2eac895339a0a8e3\"",
+          "LastModified": "datetime"
+        },
+        "CopySourceVersionId": "<version-id:4>",
+        "ServerSideEncryption": "AES256",
+        "VersionId": "<version-id:3>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "list-object-versions": {
+        "DeleteMarkers": [
+          {
+            "IsLatest": false,
+            "Key": "dest-object",
+            "LastModified": "datetime",
+            "Owner": {
+              "ID": "<i-d:1>"
+            },
+            "VersionId": "<version-id:2>"
+          }
+        ],
+        "EncodingType": "url",
+        "IsTruncated": false,
+        "KeyMarker": "",
+        "MaxKeys": 1000,
+        "Name": "<name:1>",
+        "Prefix": "",
+        "VersionIdMarker": "",
+        "Versions": [
+          {
+            "ChecksumAlgorithm": [
+              "CRC32"
+            ],
+            "ChecksumType": "FULL_OBJECT",
+            "ETag": "\"4d96fd1280dd67fe2eac895339a0a8e3\"",
+            "IsLatest": true,
+            "Key": "dest-object",
+            "LastModified": "datetime",
+            "Owner": {
+              "ID": "<i-d:1>"
+            },
+            "Size": 14,
+            "StorageClass": "STANDARD",
+            "VersionId": "<version-id:3>"
+          },
+          {
+            "ChecksumAlgorithm": [
+              "CRC32"
+            ],
+            "ChecksumType": "FULL_OBJECT",
+            "ETag": "\"4d96fd1280dd67fe2eac895339a0a8e3\"",
+            "IsLatest": false,
+            "Key": "dest-object",
+            "LastModified": "datetime",
+            "Owner": {
+              "ID": "<i-d:1>"
+            },
+            "Size": 14,
+            "StorageClass": "STANDARD",
+            "VersionId": "<version-id:1>"
+          },
+          {
+            "ChecksumAlgorithm": [
+              "CRC32"
+            ],
+            "ChecksumType": "FULL_OBJECT",
+            "ETag": "\"4d96fd1280dd67fe2eac895339a0a8e3\"",
+            "IsLatest": true,
+            "Key": "source-object",
+            "LastModified": "datetime",
+            "Owner": {
+              "ID": "<i-d:1>"
+            },
+            "Size": 14,
+            "StorageClass": "STANDARD",
+            "VersionId": "<version-id:4>"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/s3/test_s3_api.py::TestS3ObjectWritePrecondition::test_copy_object_if_match_versioned_bucket": {
+    "recorded-date": "20-02-2026, 23:51:46",
+    "recorded-content": {
+      "put-obj": {
+        "ChecksumCRC32": "P8fZPQ==",
+        "ChecksumType": "FULL_OBJECT",
+        "ETag": "\"38370d56e3e114d73ebedd6ac7b19028\"",
+        "ServerSideEncryption": "AES256",
+        "VersionId": "<version-id:1>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "copy-obj-if-match-wrong-etag": {
+        "Error": {
+          "Code": "PreconditionFailed",
+          "Condition": "If-Match",
+          "Message": "At least one of the pre-conditions you specified did not hold"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 412
+        }
+      },
+      "del-obj": {
+        "DeleteMarker": true,
+        "VersionId": "<version-id:2>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 204
+        }
+      },
+      "copy-obj-after-del-exc": {
+        "Error": {
+          "Code": "NoSuchKey",
+          "Key": "dest-object",
+          "Message": "The specified key does not exist."
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 404
+        }
+      },
+      "put-obj-after-del": {
+        "ChecksumCRC32": "ORgJnw==",
+        "ChecksumType": "FULL_OBJECT",
+        "ETag": "\"06becddd7457b4bad77f1d3bca3a3ad1\"",
+        "ServerSideEncryption": "AES256",
+        "VersionId": "<version-id:3>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "copy-obj-if-match": {
+        "CopyObjectResult": {
+          "ChecksumCRC32": "wmoL/Q==",
+          "ChecksumType": "FULL_OBJECT",
+          "ETag": "\"4d96fd1280dd67fe2eac895339a0a8e3\"",
+          "LastModified": "datetime"
+        },
+        "CopySourceVersionId": "<version-id:5>",
+        "ServerSideEncryption": "AES256",
+        "VersionId": "<version-id:4>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "list-object-versions": {
+        "DeleteMarkers": [
+          {
+            "IsLatest": false,
+            "Key": "dest-object",
+            "LastModified": "datetime",
+            "Owner": {
+              "ID": "<i-d:1>"
+            },
+            "VersionId": "<version-id:2>"
+          }
+        ],
+        "EncodingType": "url",
+        "IsTruncated": false,
+        "KeyMarker": "",
+        "MaxKeys": 1000,
+        "Name": "<name:1>",
+        "Prefix": "",
+        "VersionIdMarker": "",
+        "Versions": [
+          {
+            "ChecksumAlgorithm": [
+              "CRC32"
+            ],
+            "ChecksumType": "FULL_OBJECT",
+            "ETag": "\"4d96fd1280dd67fe2eac895339a0a8e3\"",
+            "IsLatest": true,
+            "Key": "dest-object",
+            "LastModified": "datetime",
+            "Owner": {
+              "ID": "<i-d:1>"
+            },
+            "Size": 14,
+            "StorageClass": "STANDARD",
+            "VersionId": "<version-id:4>"
+          },
+          {
+            "ChecksumAlgorithm": [
+              "CRC32"
+            ],
+            "ChecksumType": "FULL_OBJECT",
+            "ETag": "\"06becddd7457b4bad77f1d3bca3a3ad1\"",
+            "IsLatest": false,
+            "Key": "dest-object",
+            "LastModified": "datetime",
+            "Owner": {
+              "ID": "<i-d:1>"
+            },
+            "Size": 24,
+            "StorageClass": "STANDARD",
+            "VersionId": "<version-id:3>"
+          },
+          {
+            "ChecksumAlgorithm": [
+              "CRC32"
+            ],
+            "ChecksumType": "FULL_OBJECT",
+            "ETag": "\"38370d56e3e114d73ebedd6ac7b19028\"",
+            "IsLatest": false,
+            "Key": "dest-object",
+            "LastModified": "datetime",
+            "Owner": {
+              "ID": "<i-d:1>"
+            },
+            "Size": 15,
+            "StorageClass": "STANDARD",
+            "VersionId": "<version-id:1>"
+          },
+          {
+            "ChecksumAlgorithm": [
+              "CRC32"
+            ],
+            "ChecksumType": "FULL_OBJECT",
+            "ETag": "\"4d96fd1280dd67fe2eac895339a0a8e3\"",
+            "IsLatest": true,
+            "Key": "source-object",
+            "LastModified": "datetime",
+            "Owner": {
+              "ID": "<i-d:1>"
+            },
+            "Size": 14,
+            "StorageClass": "STANDARD",
+            "VersionId": "<version-id:5>"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/s3/test_s3_api.py::TestS3ObjectWritePrecondition::test_copy_object_precondition_write_validation": {
+    "recorded-date": "20-02-2026, 23:31:07",
+    "recorded-content": {
+      "copy-obj-none-match-etag": {
+        "Error": {
+          "Code": "NotImplemented",
+          "Header": "If-None-Match",
+          "Message": "A header you provided implies functionality that is not implemented",
+          "additionalMessage": "We don't accept the provided value of If-None-Match header for this API"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 501
+        }
+      },
+      "copy-obj-if-match-star": {
+        "Error": {
+          "Code": "NotImplemented",
+          "Header": "If-Match",
+          "Message": "A header you provided implies functionality that is not implemented",
+          "additionalMessage": "We don't accept the provided value of If-Match header for this API"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 501
+        }
+      },
+      "copy-obj-both": {
+        "Error": {
+          "Code": "NotImplemented",
+          "Header": "If-Match,If-None-Match",
+          "Message": "A header you provided implies functionality that is not implemented",
+          "additionalMessage": "Multiple conditional request headers present in the request"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 501
+        }
+      }
+    }
+  },
+  "tests/aws/services/s3/test_s3_api.py::TestS3ObjectWritePrecondition::test_copy_object_if_none_match_in_place": {
+    "recorded-date": "20-02-2026, 23:40:39",
+    "recorded-content": {
+      "copy-obj-if-none-match-fail": {
+        "Error": {
+          "Code": "PreconditionFailed",
+          "Condition": "If-None-Match",
+          "Message": "At least one of the pre-conditions you specified did not hold"
+        },
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 412
+        }
+      }
+    }
+  },
+  "tests/aws/services/s3/test_s3_api.py::TestS3ObjectWritePrecondition::test_copy_object_if_match_in_place": {
+    "recorded-date": "20-02-2026, 23:43:17",
+    "recorded-content": {
+      "copy-obj-if-match-in-place": {
+        "CopyObjectResult": {
+          "ChecksumCRC32": "wmoL/Q==",
+          "ChecksumType": "FULL_OBJECT",
+          "ETag": "\"4d96fd1280dd67fe2eac895339a0a8e3\"",
+          "LastModified": "datetime"
+        },
+        "ServerSideEncryption": "AES256",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/s3/test_s3_api.validation.json b/tests/aws/services/s3/test_s3_api.validation.json
index 43724a836dc48..f7ce2f4ce0a58 100644
--- a/tests/aws/services/s3/test_s3_api.validation.json
+++ b/tests/aws/services/s3/test_s3_api.validation.json
@@ -443,6 +443,69 @@
   "tests/aws/services/s3/test_s3_api.py::TestS3ObjectLock::test_put_object_lock_configuration_on_existing_bucket": {
     "last_validated_date": "2025-01-21T18:11:36+00:00"
   },
+  "tests/aws/services/s3/test_s3_api.py::TestS3ObjectWritePrecondition::test_copy_object_if_match": {
+    "last_validated_date": "2025-12-24T05:58:44+00:00",
+    "durations_in_seconds": {
+      "setup": 7.38,
+      "call": 1.43,
+      "teardown": 2.26,
+      "total": 11.07
+    }
+  },
+  "tests/aws/services/s3/test_s3_api.py::TestS3ObjectWritePrecondition::test_copy_object_if_match_in_place": {
+    "last_validated_date": "2026-02-20T23:43:17+00:00",
+    "durations_in_seconds": {
+      "setup": 0.98,
+      "call": 0.35,
+      "teardown": 1.29,
+      "total": 2.62
+    }
+  },
+  "tests/aws/services/s3/test_s3_api.py::TestS3ObjectWritePrecondition::test_copy_object_if_match_versioned_bucket": {
+    "last_validated_date": "2026-02-20T23:51:46+00:00",
+    "durations_in_seconds": {
+      "setup": 0.96,
+      "call": 1.41,
+      "teardown": 1.52,
+      "total": 3.89
+    }
+  },
+  "tests/aws/services/s3/test_s3_api.py::TestS3ObjectWritePrecondition::test_copy_object_if_none_match": {
+    "last_validated_date": "2025-12-24T05:58:48+00:00",
+    "durations_in_seconds": {
+      "setup": 1.63,
+      "call": 0.49,
+      "teardown": 2.09,
+      "total": 4.21
+    }
+  },
+  "tests/aws/services/s3/test_s3_api.py::TestS3ObjectWritePrecondition::test_copy_object_if_none_match_in_place": {
+    "last_validated_date": "2026-02-20T23:40:39+00:00",
+    "durations_in_seconds": {
+      "setup": 0.99,
+      "call": 0.35,
+      "teardown": 0.99,
+      "total": 2.33
+    }
+  },
+  "tests/aws/services/s3/test_s3_api.py::TestS3ObjectWritePrecondition::test_copy_object_if_none_match_versioned_bucket": {
+    "last_validated_date": "2026-02-20T23:50:09+00:00",
+    "durations_in_seconds": {
+      "setup": 0.97,
+      "call": 1.07,
+      "teardown": 1.37,
+      "total": 3.41
+    }
+  },
+  "tests/aws/services/s3/test_s3_api.py::TestS3ObjectWritePrecondition::test_copy_object_precondition_write_validation": {
+    "last_validated_date": "2026-02-20T23:31:07+00:00",
+    "durations_in_seconds": {
+      "setup": 1.07,
+      "call": 0.96,
+      "teardown": 1.15,
+      "total": 3.18
+    }
+  },
   "tests/aws/services/s3/test_s3_api.py::TestS3ObjectWritePrecondition::test_multipart_if_match_etag": {
     "last_validated_date": "2025-03-17T20:16:09+00:00"
   },

From a857a31c3486d92e4a7765e8d40257c8ea4a4d61 Mon Sep 17 00:00:00 2001
From: Lawrence Kwan <lawrence.kwan93@gmail.com>
Date: Sat, 21 Feb 2026 17:33:44 +0800
Subject: [PATCH 649/697] fix typo in Dockerfile (#13812)

---
 Dockerfile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Dockerfile b/Dockerfile
index 3dcc9338aeb71..289e7d19e0f5b 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -78,7 +78,7 @@ RUN chmod 777 . && \
 
 # install the entrypoint script
 ADD bin/docker-entrypoint.sh /usr/local/bin/
-# add the shipped hosts file to prevent performance degredation in windows container mode on windows
+# add the shipped hosts file to prevent performance degradation in windows container mode on windows
 # (where hosts file is not mounted) See https://github.com/localstack/localstack/issues/5178
 ADD bin/hosts /etc/hosts
 

From f3d315621eb317d1ab00ec74f8a9887c88ddbe01 Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Mon, 23 Feb 2026 12:31:27 +0100
Subject: [PATCH 650/697] Update ASF APIs (#13820)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
Co-authored-by: Benjamin Simon <benjh.simon@gmail.com>
---
 .../localstack/aws/api/ec2/__init__.py        |  3 ++
 .../localstack/aws/api/kms/__init__.py        | 17 +++++++---
 .../localstack/aws/api/ssm/__init__.py        | 14 +++++++-
 .../localstack/services/kms/provider.py       | 33 ++++++++++---------
 pyproject.toml                                |  6 ++--
 requirements-base-runtime.txt                 |  4 +--
 requirements-dev.txt                          |  6 ++--
 requirements-runtime.txt                      |  6 ++--
 requirements-test.txt                         |  6 ++--
 requirements-typehint.txt                     |  6 ++--
 tests/unit/aws/test_service_router.py         |  2 ++
 11 files changed, 66 insertions(+), 37 deletions(-)

diff --git a/localstack-core/localstack/aws/api/ec2/__init__.py b/localstack-core/localstack/aws/api/ec2/__init__.py
index 99e75672c379a..58a48c023e212 100644
--- a/localstack-core/localstack/aws/api/ec2/__init__.py
+++ b/localstack-core/localstack/aws/api/ec2/__init__.py
@@ -10071,6 +10071,7 @@ class CreatePlacementGroupRequest(ServiceRequest):
     TagSpecifications: TagSpecificationList | None
     SpreadLevel: SpreadLevel | None
     LinkedGroupId: PlacementGroupId | None
+    Operator: OperatorRequest | None
     DryRun: Boolean | None
     GroupName: String | None
     Strategy: PlacementStrategy | None
@@ -10086,6 +10087,7 @@ class PlacementGroup(TypedDict, total=False):
     GroupArn: String | None
     SpreadLevel: SpreadLevel | None
     LinkedGroupId: PlacementGroupId | None
+    Operator: OperatorResponse | None
 
 
 class CreatePlacementGroupResult(TypedDict, total=False):
@@ -24750,6 +24752,7 @@ def create_placement_group(
         tag_specifications: TagSpecificationList | None = None,
         spread_level: SpreadLevel | None = None,
         linked_group_id: PlacementGroupId | None = None,
+        operator: OperatorRequest | None = None,
         dry_run: Boolean | None = None,
         group_name: String | None = None,
         strategy: PlacementStrategy | None = None,
diff --git a/localstack-core/localstack/aws/api/kms/__init__.py b/localstack-core/localstack/aws/api/kms/__init__.py
index bb8f14455873c..d320caa179a35 100644
--- a/localstack-core/localstack/aws/api/kms/__init__.py
+++ b/localstack-core/localstack/aws/api/kms/__init__.py
@@ -123,6 +123,10 @@ class DataKeySpec(StrEnum):
     AES_128 = "AES_128"
 
 
+class DryRunModifierType(StrEnum):
+    IGNORE_CIPHERTEXT = "IGNORE_CIPHERTEXT"
+
+
 class EncryptionAlgorithmSpec(StrEnum):
     SYMMETRIC_DEFAULT = "SYMMETRIC_DEFAULT"
     RSAES_OAEP_SHA_1 = "RSAES_OAEP_SHA_1"
@@ -767,6 +771,7 @@ class CustomKeyStoresListEntry(TypedDict, total=False):
 
 
 CustomKeyStoresList = list[CustomKeyStoresListEntry]
+DryRunModifierList = list[DryRunModifierType]
 
 
 class RecipientInfo(TypedDict, total=False):
@@ -775,13 +780,14 @@ class RecipientInfo(TypedDict, total=False):
 
 
 class DecryptRequest(ServiceRequest):
-    CiphertextBlob: CiphertextType
+    CiphertextBlob: CiphertextType | None
     EncryptionContext: EncryptionContextType | None
     GrantTokens: GrantTokenList | None
     KeyId: KeyIdType | None
     EncryptionAlgorithm: EncryptionAlgorithmSpec | None
     Recipient: RecipientInfo | None
     DryRun: NullableBooleanType | None
+    DryRunModifiers: DryRunModifierList | None
 
 
 PlaintextType = bytes
@@ -1188,7 +1194,7 @@ class PutKeyPolicyRequest(ServiceRequest):
 
 
 class ReEncryptRequest(ServiceRequest):
-    CiphertextBlob: CiphertextType
+    CiphertextBlob: CiphertextType | None
     SourceEncryptionContext: EncryptionContextType | None
     SourceKeyId: KeyIdType | None
     DestinationKeyId: KeyIdType
@@ -1197,6 +1203,7 @@ class ReEncryptRequest(ServiceRequest):
     DestinationEncryptionAlgorithm: EncryptionAlgorithmSpec | None
     GrantTokens: GrantTokenList | None
     DryRun: NullableBooleanType | None
+    DryRunModifiers: DryRunModifierList | None
 
 
 class ReEncryptResponse(TypedDict, total=False):
@@ -1428,13 +1435,14 @@ def create_key(
     def decrypt(
         self,
         context: RequestContext,
-        ciphertext_blob: CiphertextType,
+        ciphertext_blob: CiphertextType | None = None,
         encryption_context: EncryptionContextType | None = None,
         grant_tokens: GrantTokenList | None = None,
         key_id: KeyIdType | None = None,
         encryption_algorithm: EncryptionAlgorithmSpec | None = None,
         recipient: RecipientInfo | None = None,
         dry_run: NullableBooleanType | None = None,
+        dry_run_modifiers: DryRunModifierList | None = None,
         **kwargs,
     ) -> DecryptResponse:
         raise NotImplementedError
@@ -1765,8 +1773,8 @@ def put_key_policy(
     def re_encrypt(
         self,
         context: RequestContext,
-        ciphertext_blob: CiphertextType,
         destination_key_id: KeyIdType,
+        ciphertext_blob: CiphertextType | None = None,
         source_encryption_context: EncryptionContextType | None = None,
         source_key_id: KeyIdType | None = None,
         destination_encryption_context: EncryptionContextType | None = None,
@@ -1774,6 +1782,7 @@ def re_encrypt(
         destination_encryption_algorithm: EncryptionAlgorithmSpec | None = None,
         grant_tokens: GrantTokenList | None = None,
         dry_run: NullableBooleanType | None = None,
+        dry_run_modifiers: DryRunModifierList | None = None,
         **kwargs,
     ) -> ReEncryptResponse:
         raise NotImplementedError
diff --git a/localstack-core/localstack/aws/api/ssm/__init__.py b/localstack-core/localstack/aws/api/ssm/__init__.py
index cdbe5b3db30d6..6ff21b9f728ae 100644
--- a/localstack-core/localstack/aws/api/ssm/__init__.py
+++ b/localstack-core/localstack/aws/api/ssm/__init__.py
@@ -21,6 +21,7 @@
 ApplyOnlyAtCronInterval = bool
 ApproveAfterDays = int
 Architecture = str
+AssociationDispatchAssumeRoleArn = str
 AssociationExecutionFilterValue = str
 AssociationExecutionId = str
 AssociationExecutionTargetsFilterValue = str
@@ -2214,6 +2215,7 @@ class AssociationDescription(TypedDict, total=False):
     TargetMaps: TargetMaps | None
     AlarmConfiguration: AlarmConfiguration | None
     TriggeredAlarms: AlarmStateInformationList | None
+    AssociationDispatchAssumeRole: AssociationDispatchAssumeRoleArn | None
 
 
 AssociationDescriptionList = list[AssociationDescription]
@@ -2299,6 +2301,7 @@ class AssociationVersionInfo(TypedDict, total=False):
     ScheduleOffset: ScheduleOffset | None
     Duration: Duration | None
     TargetMaps: TargetMaps | None
+    AssociationDispatchAssumeRole: AssociationDispatchAssumeRoleArn | None
 
 
 AssociationVersionList = list[AssociationVersionInfo]
@@ -2823,6 +2826,7 @@ class CreateAssociationBatchRequestEntry(TypedDict, total=False):
 
 class CreateAssociationBatchRequest(ServiceRequest):
     Entries: CreateAssociationBatchRequestEntries
+    AssociationDispatchAssumeRole: AssociationDispatchAssumeRoleArn | None
 
 
 class FailedCreateAssociation(TypedDict, total=False):
@@ -2861,6 +2865,7 @@ class CreateAssociationRequest(ServiceRequest):
     TargetMaps: TargetMaps | None
     Tags: TagList | None
     AlarmConfiguration: AlarmConfiguration | None
+    AssociationDispatchAssumeRole: AssociationDispatchAssumeRoleArn | None
 
 
 class CreateAssociationResult(TypedDict, total=False):
@@ -5747,6 +5752,7 @@ class UpdateAssociationRequest(ServiceRequest):
     Duration: Duration | None
     TargetMaps: TargetMaps | None
     AlarmConfiguration: AlarmConfiguration | None
+    AssociationDispatchAssumeRole: AssociationDispatchAssumeRoleArn | None
 
 
 class UpdateAssociationResult(TypedDict, total=False):
@@ -6062,13 +6068,18 @@ def create_association(
         target_maps: TargetMaps | None = None,
         tags: TagList | None = None,
         alarm_configuration: AlarmConfiguration | None = None,
+        association_dispatch_assume_role: AssociationDispatchAssumeRoleArn | None = None,
         **kwargs,
     ) -> CreateAssociationResult:
         raise NotImplementedError
 
     @handler("CreateAssociationBatch")
     def create_association_batch(
-        self, context: RequestContext, entries: CreateAssociationBatchRequestEntries, **kwargs
+        self,
+        context: RequestContext,
+        entries: CreateAssociationBatchRequestEntries,
+        association_dispatch_assume_role: AssociationDispatchAssumeRoleArn | None = None,
+        **kwargs,
     ) -> CreateAssociationBatchResult:
         raise NotImplementedError
 
@@ -7478,6 +7489,7 @@ def update_association(
         duration: Duration | None = None,
         target_maps: TargetMaps | None = None,
         alarm_configuration: AlarmConfiguration | None = None,
+        association_dispatch_assume_role: AssociationDispatchAssumeRoleArn | None = None,
         **kwargs,
     ) -> UpdateAssociationResult:
         raise NotImplementedError
diff --git a/localstack-core/localstack/services/kms/provider.py b/localstack-core/localstack/services/kms/provider.py
index 129a918a7abeb..d528fc5f3491d 100644
--- a/localstack-core/localstack/services/kms/provider.py
+++ b/localstack-core/localstack/services/kms/provider.py
@@ -36,6 +36,7 @@
     DisabledException,
     DisableKeyRequest,
     DisableKeyRotationRequest,
+    DryRunModifierList,
     EnableKeyRequest,
     EnableKeyRotationRequest,
     EncryptionAlgorithmSpec,
@@ -993,15 +994,16 @@ def verify(self, context: RequestContext, request: VerifyRequest) -> VerifyRespo
     def re_encrypt(
         self,
         context: RequestContext,
-        ciphertext_blob: CiphertextType,
         destination_key_id: KeyIdType,
-        source_encryption_context: EncryptionContextType = None,
-        source_key_id: KeyIdType = None,
-        destination_encryption_context: EncryptionContextType = None,
-        source_encryption_algorithm: EncryptionAlgorithmSpec = None,
-        destination_encryption_algorithm: EncryptionAlgorithmSpec = None,
-        grant_tokens: GrantTokenList = None,
-        dry_run: NullableBooleanType = None,
+        ciphertext_blob: CiphertextType | None = None,
+        source_encryption_context: EncryptionContextType | None = None,
+        source_key_id: KeyIdType | None = None,
+        destination_encryption_context: EncryptionContextType | None = None,
+        source_encryption_algorithm: EncryptionAlgorithmSpec | None = None,
+        destination_encryption_algorithm: EncryptionAlgorithmSpec | None = None,
+        grant_tokens: GrantTokenList | None = None,
+        dry_run: NullableBooleanType | None = None,
+        dry_run_modifiers: DryRunModifierList | None = None,
         **kwargs,
     ) -> ReEncryptResponse:
         # TODO: when implementing, ensure cross-account support for source_key_id and destination_key_id
@@ -1071,13 +1073,14 @@ def encrypt(
     def decrypt(
         self,
         context: RequestContext,
-        ciphertext_blob: CiphertextType,
-        encryption_context: EncryptionContextType = None,
-        grant_tokens: GrantTokenList = None,
-        key_id: KeyIdType = None,
-        encryption_algorithm: EncryptionAlgorithmSpec = None,
-        recipient: RecipientInfo = None,
-        dry_run: NullableBooleanType = None,
+        ciphertext_blob: CiphertextType | None = None,
+        encryption_context: EncryptionContextType | None = None,
+        grant_tokens: GrantTokenList | None = None,
+        key_id: KeyIdType | None = None,
+        encryption_algorithm: EncryptionAlgorithmSpec | None = None,
+        recipient: RecipientInfo | None = None,
+        dry_run: NullableBooleanType | None = None,
+        dry_run_modifiers: DryRunModifierList | None = None,
         **kwargs,
     ) -> DecryptResponse:
         # In AWS, key_id is only supplied for data encrypted with an asymmetrical algorithm. For symmetrical
diff --git a/pyproject.toml b/pyproject.toml
index 3c019b3278f25..6979647ed5587 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -51,9 +51,9 @@ Issues = "https://github.com/localstack/localstack/issues"
 # minimal required to actually run localstack on the host for services natively implemented in python
 base-runtime = [
     # pinned / updated by ASF update action
-    "boto3==1.42.49",
+    "boto3==1.42.54",
     # pinned / updated by ASF update action
-    "botocore==1.42.49",
+    "botocore==1.42.54",
     # transitive dependency of botocore, added to avoid specific version
     "awscrt>=0.13.14,!=0.27.1",
     "cbor2>=5.5.0",
@@ -82,7 +82,7 @@ base-runtime = [
 runtime = [
     "localstack-core[base-runtime]",
     # pinned / updated by ASF update action
-    "awscli==1.44.39",
+    "awscli==1.44.44",
     "airspeed-ext>=0.6.3",
     # antlr4-python3-runtime: exact pin because antlr4 runtime is tightly coupled to the generated parser code
     "antlr4-python3-runtime==4.13.2",
diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index d3c550d3cbf45..e903179ce8e9f 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -15,9 +15,9 @@ attrs==25.4.0
     #   referencing
 awscrt==0.31.2
     # via localstack-core (pyproject.toml)
-boto3==1.42.49
+boto3==1.42.54
     # via localstack-core (pyproject.toml)
-botocore==1.42.49
+botocore==1.42.54
     # via
     #   boto3
     #   localstack-core (pyproject.toml)
diff --git a/requirements-dev.txt b/requirements-dev.txt
index 4126d9b482672..402042edb4808 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -44,17 +44,17 @@ aws-sam-translator==1.107.0
     #   moto-ext
 aws-xray-sdk==2.15.0
     # via moto-ext
-awscli==1.44.39
+awscli==1.44.44
     # via localstack-core
 awscrt==0.31.2
     # via localstack-core
-boto3==1.42.49
+boto3==1.42.54
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.42.49
+botocore==1.42.54
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index 504b606dd921e..479f497b4bf50 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -32,17 +32,17 @@ aws-sam-translator==1.107.0
     #   moto-ext
 aws-xray-sdk==2.15.0
     # via moto-ext
-awscli==1.44.39
+awscli==1.44.44
     # via localstack-core (pyproject.toml)
 awscrt==0.31.2
     # via localstack-core
-boto3==1.42.49
+boto3==1.42.54
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.42.49
+botocore==1.42.54
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-test.txt b/requirements-test.txt
index dde6ca1898b45..c6fef0a091300 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -44,17 +44,17 @@ aws-sam-translator==1.107.0
     #   moto-ext
 aws-xray-sdk==2.15.0
     # via moto-ext
-awscli==1.44.39
+awscli==1.44.44
     # via localstack-core
 awscrt==0.31.2
     # via localstack-core
-boto3==1.42.49
+boto3==1.42.54
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.42.49
+botocore==1.42.54
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index 692d012e2e157..1301a10f027ea 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -44,11 +44,11 @@ aws-sam-translator==1.107.0
     #   moto-ext
 aws-xray-sdk==2.15.0
     # via moto-ext
-awscli==1.44.39
+awscli==1.44.44
     # via localstack-core
 awscrt==0.31.2
     # via localstack-core
-boto3==1.42.49
+boto3==1.42.54
     # via
     #   aws-sam-translator
     #   kclpy-ext
@@ -56,7 +56,7 @@ boto3==1.42.49
     #   moto-ext
 boto3-stubs==1.42.52
     # via localstack-core (pyproject.toml)
-botocore==1.42.49
+botocore==1.42.54
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/tests/unit/aws/test_service_router.py b/tests/unit/aws/test_service_router.py
index 9597eef20a787..5dece947a4782 100644
--- a/tests/unit/aws/test_service_router.py
+++ b/tests/unit/aws/test_service_router.py
@@ -102,6 +102,8 @@ def _collect_operations() -> tuple[ServiceModel, OperationModel]:
                     "sagemaker-featurestore-runtime",
                     "sagemaker-metrics",
                     "signin",
+                    "signer",  # `signer` has conflicts with `signer-data` `GetRevocationStatus`
+                    "signer-data",
                     "sms-voice",
                     "sso",
                     "sso-oidc",

From b8f25f234292806b6c7080bf8e344502c850f744 Mon Sep 17 00:00:00 2001
From: Shubh Kesharwani <95687419+shubhiscoding@users.noreply.github.com>
Date: Mon, 23 Feb 2026 17:04:09 +0530
Subject: [PATCH 651/697] fix(stepfunctions): resolve JSONata $merge regression
 with dynamic args (#13717)

---
 .../stepfunctions/asl/jsonata/jsonata.py      | 11 ++-
 .../test_base_evaluate_expressions.py         | 24 ++++++
 ...st_base_evaluate_expressions.snapshot.json | 84 +++++++++++++++++++
 ..._base_evaluate_expressions.validation.json |  9 ++
 .../test_jsonata_variable_references.py       | 84 +++++++++++++++++++
 5 files changed, 206 insertions(+), 6 deletions(-)
 create mode 100644 tests/unit/services/stepfunctions/test_jsonata_variable_references.py

diff --git a/localstack-core/localstack/services/stepfunctions/asl/jsonata/jsonata.py b/localstack-core/localstack/services/stepfunctions/asl/jsonata/jsonata.py
index 61975a9c947ef..fe327bd829127 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/jsonata/jsonata.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/jsonata/jsonata.py
@@ -33,12 +33,11 @@
     #    allowing escapes
     r"(?:\"(?:\\.|[^\"\\])*\"|\'(?:\\.|[^\'\\])*\')"
     r"|"
-    # 3) Non-capturing branch for bracket expressions [...]
-    #    Consume these to avoid capturing $ inside them
-    r"(?:\[[^\[\]]*\])"
-    r"|"
-    # 4) Capturing branch for $$, $identifier[.prop…], or lone $
-    r"(\$\$|\$[A-Za-z0-9_$]+(?:\.[A-Za-z0-9_][A-Za-z0-9_$]*)*|\$)"
+    # 3) Capturing branch for $identifier[.prop…]
+    #    Requires at least one identifier character after $, so bare $ (the
+    #    JSONata context variable used in filter predicates like [$ = 1]) is
+    #    never captured.  $$ is captured but filtered out downstream.
+    r"(\$[A-Za-z0-9_$]+(?:\.[A-Za-z0-9_][A-Za-z0-9_$]*)*)"
 )
 
 _ILLEGAL_VARIABLE_REFERENCES: Final[set[str]] = {"$", "$$"}
diff --git a/tests/aws/services/stepfunctions/v2/evaluate_jsonata/test_base_evaluate_expressions.py b/tests/aws/services/stepfunctions/v2/evaluate_jsonata/test_base_evaluate_expressions.py
index 88fd4cd980971..6b9cf3885bc79 100644
--- a/tests/aws/services/stepfunctions/v2/evaluate_jsonata/test_base_evaluate_expressions.py
+++ b/tests/aws/services/stepfunctions/v2/evaluate_jsonata/test_base_evaluate_expressions.py
@@ -164,6 +164,30 @@ def test_base_jsonata_regular_expressions(
             execution_input=exec_input,
         )
 
+    @markers.aws.validated
+    def test_merge_with_dynamic_args(
+        self,
+        aws_client,
+        create_state_machine_iam_role,
+        create_state_machine,
+        sfn_snapshot,
+    ):
+        """Regression test for #13579: $merge with dynamic variable references in array literals."""
+        template = EJT.load_sfn_template(EJT.BASE_PASS)
+        template["States"]["Start"]["Output"] = (
+            "{% $merge([$states.input.part1, $states.input.part2]) %}"
+        )
+        definition = json.dumps(template)
+        exec_input = json.dumps({"part1": {"hello": "world"}, "part2": {"foo": "bar"}})
+        create_and_record_execution(
+            aws_client,
+            create_state_machine_iam_role=create_state_machine_iam_role,
+            create_state_machine=create_state_machine,
+            sfn_snapshot=sfn_snapshot,
+            definition=definition,
+            execution_input=exec_input,
+        )
+
     @markers.aws.validated
     @pytest.mark.parametrize(
         "field,input_value",
diff --git a/tests/aws/services/stepfunctions/v2/evaluate_jsonata/test_base_evaluate_expressions.snapshot.json b/tests/aws/services/stepfunctions/v2/evaluate_jsonata/test_base_evaluate_expressions.snapshot.json
index e38998ae7801a..9f29e7d7c5a26 100644
--- a/tests/aws/services/stepfunctions/v2/evaluate_jsonata/test_base_evaluate_expressions.snapshot.json
+++ b/tests/aws/services/stepfunctions/v2/evaluate_jsonata/test_base_evaluate_expressions.snapshot.json
@@ -2355,5 +2355,89 @@
         }
       }
     }
+  },
+  "tests/aws/services/stepfunctions/v2/evaluate_jsonata/test_base_evaluate_expressions.py::TestBaseEvaluateJsonata::test_merge_with_dynamic_args": {
+    "recorded-date": "11-02-2026, 07:16:48",
+    "recorded-content": {
+      "get_execution_history": {
+        "events": [
+          {
+            "executionStartedEventDetails": {
+              "input": {
+                "part1": {
+                  "hello": "world"
+                },
+                "part2": {
+                  "foo": "bar"
+                }
+              },
+              "inputDetails": {
+                "truncated": false
+              },
+              "roleArn": "snf_role_arn"
+            },
+            "id": 1,
+            "previousEventId": 0,
+            "timestamp": "timestamp",
+            "type": "ExecutionStarted"
+          },
+          {
+            "id": 2,
+            "previousEventId": 0,
+            "stateEnteredEventDetails": {
+              "input": {
+                "part1": {
+                  "hello": "world"
+                },
+                "part2": {
+                  "foo": "bar"
+                }
+              },
+              "inputDetails": {
+                "truncated": false
+              },
+              "name": "Start"
+            },
+            "timestamp": "timestamp",
+            "type": "PassStateEntered"
+          },
+          {
+            "id": 3,
+            "previousEventId": 2,
+            "stateExitedEventDetails": {
+              "name": "Start",
+              "output": {
+                "hello": "world",
+                "foo": "bar"
+              },
+              "outputDetails": {
+                "truncated": false
+              }
+            },
+            "timestamp": "timestamp",
+            "type": "PassStateExited"
+          },
+          {
+            "executionSucceededEventDetails": {
+              "output": {
+                "hello": "world",
+                "foo": "bar"
+              },
+              "outputDetails": {
+                "truncated": false
+              }
+            },
+            "id": 4,
+            "previousEventId": 3,
+            "timestamp": "timestamp",
+            "type": "ExecutionSucceeded"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/stepfunctions/v2/evaluate_jsonata/test_base_evaluate_expressions.validation.json b/tests/aws/services/stepfunctions/v2/evaluate_jsonata/test_base_evaluate_expressions.validation.json
index 3f52ee8c28602..a9a71a763e816 100644
--- a/tests/aws/services/stepfunctions/v2/evaluate_jsonata/test_base_evaluate_expressions.validation.json
+++ b/tests/aws/services/stepfunctions/v2/evaluate_jsonata/test_base_evaluate_expressions.validation.json
@@ -142,5 +142,14 @@
       "teardown": 2.73,
       "total": 19.85
     }
+  },
+  "tests/aws/services/stepfunctions/v2/evaluate_jsonata/test_base_evaluate_expressions.py::TestBaseEvaluateJsonata::test_merge_with_dynamic_args": {
+    "last_validated_date": "2026-02-11T07:16:51+00:00",
+    "durations_in_seconds": {
+      "setup": 0.59,
+      "call": 35.92,
+      "teardown": 2.58,
+      "total": 39.09
+    }
   }
 }
diff --git a/tests/unit/services/stepfunctions/test_jsonata_variable_references.py b/tests/unit/services/stepfunctions/test_jsonata_variable_references.py
new file mode 100644
index 0000000000000..e991443853800
--- /dev/null
+++ b/tests/unit/services/stepfunctions/test_jsonata_variable_references.py
@@ -0,0 +1,84 @@
+"""Unit tests for JSONata variable reference extraction.
+
+Regression tests for https://github.com/localstack/localstack/issues/13579
+"""
+
+import pytest
+
+from localstack.services.stepfunctions.asl.jsonata.jsonata import (
+    IllegalJSONataVariableReference,
+    extract_jsonata_variable_references,
+)
+
+
+class TestExtractJsonataVariableReferences:
+    def test_simple_variable(self):
+        refs = extract_jsonata_variable_references("$states.input.foo")
+        assert refs == {"$states.input.foo"}
+
+    def test_multiple_variables(self):
+        refs = extract_jsonata_variable_references("$states.input.part1 + $states.input.part2")
+        assert refs == {"$states.input.part1", "$states.input.part2"}
+
+    def test_variables_inside_array_literal(self):
+        """Regression test for #13579: $merge with dynamic args returns {}."""
+        refs = extract_jsonata_variable_references(
+            "$merge([$states.input.part1, $states.input.part2])"
+        )
+        assert refs == {"$merge", "$states.input.part1", "$states.input.part2"}
+
+    def test_variables_inside_nested_brackets(self):
+        refs = extract_jsonata_variable_references("$append([$a, $b], [$c])")
+        assert refs == {"$append", "$a", "$b", "$c"}
+
+    def test_variable_with_bracket_field_access(self):
+        """String literals inside brackets should be skipped by branch 2."""
+        refs = extract_jsonata_variable_references('$states.input["field-name"]')
+        assert refs == {"$states.input"}
+
+    def test_variable_inside_string_literal_ignored(self):
+        refs = extract_jsonata_variable_references('"$notavar"')
+        assert refs == set()
+
+    def test_variable_inside_single_quote_string_ignored(self):
+        refs = extract_jsonata_variable_references("'$notavar'")
+        assert refs == set()
+
+    def test_variable_inside_regex_literal_ignored(self):
+        refs = extract_jsonata_variable_references("/\\$pattern/i")
+        assert refs == set()
+
+    def test_empty_expression(self):
+        refs = extract_jsonata_variable_references("")
+        assert refs == set()
+
+    def test_no_variables(self):
+        refs = extract_jsonata_variable_references("1 + 2")
+        assert refs == set()
+
+    def test_lone_dollar_ignored(self):
+        """Bare $ is the JSONata context variable (e.g. in filter predicates
+        like [$ = 1]) — it should not be extracted as a variable reference."""
+        refs = extract_jsonata_variable_references("$")
+        assert refs == set()
+
+    def test_double_dollar_raises(self):
+        """$$ is the JSONata root input reference — it is captured by the regex
+        but rejected as an illegal variable reference."""
+        with pytest.raises(IllegalJSONataVariableReference):
+            extract_jsonata_variable_references("$$")
+
+    def test_filter_expression_with_variable(self):
+        refs = extract_jsonata_variable_references("$data[$type]")
+        assert refs == {"$data", "$type"}
+
+    def test_filter_predicate_with_context_variable(self):
+        """Filter predicates using bare $ (context variable) should not cause
+        errors or be extracted. Regression test for MAP_TASK_STATE expressions
+        like $count($states.result[$ = 1])."""
+        refs = extract_jsonata_variable_references("$count($states.result[$ = 1])")
+        assert refs == {"$count", "$states.result"}
+
+    def test_filter_predicate_bare_dollar_equals_zero(self):
+        refs = extract_jsonata_variable_references("$states.result[$ = 0]")
+        assert refs == {"$states.result"}

From 4d3429c264a194395469aa753a2b40fa79051f01 Mon Sep 17 00:00:00 2001
From: Anisa Oshafi <anisaoshafi@gmail.com>
Date: Mon, 23 Feb 2026 13:28:33 +0100
Subject: [PATCH 652/697] Lambda: async update lambda managed instance
 functions (#13797)

---
 .../lambda_/invocation/lambda_service.py        |  5 +++++
 .../localstack/services/lambda_/provider.py     | 17 ++++++++++++++++-
 2 files changed, 21 insertions(+), 1 deletion(-)

diff --git a/localstack-core/localstack/services/lambda_/invocation/lambda_service.py b/localstack-core/localstack/services/lambda_/invocation/lambda_service.py
index 3b220a9289796..043171ab7fd0b 100644
--- a/localstack-core/localstack/services/lambda_/invocation/lambda_service.py
+++ b/localstack-core/localstack/services/lambda_/invocation/lambda_service.py
@@ -504,6 +504,11 @@ def update_version(self, new_version: FunctionVersion) -> Future[None]:
 
         :param new_version: New version (with the same qualifier as an older one)
         """
+        if new_version.config.capacity_provider_config:
+            # simulate AWS behavior with a slight delay after update_function_configuration,
+            # so we can observe LastUpdateStatus transitioning to InProgress before it becomes Successful
+            time.sleep(0.5)
+
         if (
             new_version.qualified_arn not in self.lambda_running_versions
             and not new_version.config.capacity_provider_config
diff --git a/localstack-core/localstack/services/lambda_/provider.py b/localstack-core/localstack/services/lambda_/provider.py
index cde9369bdf477..bc7abe2117c71 100644
--- a/localstack-core/localstack/services/lambda_/provider.py
+++ b/localstack-core/localstack/services/lambda_/provider.py
@@ -1473,7 +1473,22 @@ def update_function_configuration(
             ),
         )
         function.versions["$LATEST"] = new_latest_version  # TODO: notify
-        self.lambda_service.update_version(new_version=new_latest_version)
+
+        if function.latest().config.capacity_provider_config:
+
+            def _update_version_with_logging():
+                try:
+                    self.lambda_service.update_version(new_latest_version)
+                except Exception:
+                    LOG.error(
+                        "Failed to update Lambda Managed Instances function version %s",
+                        new_latest_version.id.qualified_arn(),
+                        exc_info=LOG.isEnabledFor(logging.DEBUG),
+                    )
+
+            self.lambda_service.task_executor.submit(_update_version_with_logging)
+        else:
+            self.lambda_service.update_version(new_version=new_latest_version)
 
         return api_utils.map_config_out(new_latest_version)
 

From 6bbcfc119575205f570a5badb8c8434580ba8ddd Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Carole=20Lavillonni=C3=A8re?=
 <carole-lavillonniere@users.noreply.github.com>
Date: Mon, 23 Feb 2026 16:15:51 +0100
Subject: [PATCH 653/697] upgrade lambda RIE (#13826)

---
 localstack-core/localstack/services/lambda_/packages.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/localstack-core/localstack/services/lambda_/packages.py b/localstack-core/localstack/services/lambda_/packages.py
index 859f3c12474c4..c0f1a6c0a83dc 100644
--- a/localstack-core/localstack/services/lambda_/packages.py
+++ b/localstack-core/localstack/services/lambda_/packages.py
@@ -12,7 +12,7 @@
 """Customized LocalStack version of the AWS Lambda Runtime Interface Emulator (RIE).
 https://github.com/localstack/lambda-runtime-init/blob/localstack/README-LOCALSTACK.md
 """
-LAMBDA_RUNTIME_DEFAULT_VERSION = "v0.1.40-pre"
+LAMBDA_RUNTIME_DEFAULT_VERSION = "v0.1.41-pre"
 LAMBDA_RUNTIME_VERSION = config.LAMBDA_INIT_RELEASE_VERSION or LAMBDA_RUNTIME_DEFAULT_VERSION
 LAMBDA_RUNTIME_INIT_URL = "https://github.com/localstack/lambda-runtime-init/releases/download/{version}/aws-lambda-rie-{arch}"
 

From 3e9d30fd7205e56b446bb7f53e628fdd74c87b6d Mon Sep 17 00:00:00 2001
From: Aiden Huynh <115724666+aidehn@users.noreply.github.com>
Date: Tue, 24 Feb 2026 01:13:45 +0800
Subject: [PATCH 654/697] ResourceGroupsTaggingAPI: Migration for Integrated
 Services (#13821)

---
 .../localstack/services/kms/models.py         |  57 +++-----
 .../localstack/services/kms/provider.py       |  57 +++++---
 .../localstack/services/kms/utils.py          |  66 ++++++++-
 .../services/lambda_/invocation/models.py     |   4 +-
 .../localstack/services/lambda_/provider.py   |  27 ++--
 .../localstack/services/opensearch/models.py  |   7 +-
 .../services/opensearch/provider.py           |  16 +--
 .../localstack/services/route53/models.py     |   4 +-
 .../localstack/services/route53/provider.py   |   5 +
 .../localstack/services/s3/models.py          |   6 +-
 .../localstack/services/s3/provider.py        | 128 +++++++++---------
 .../localstack/services/s3control/provider.py |  34 ++---
 .../localstack/services/sns/models.py         |   4 +-
 .../localstack/services/sns/provider.py       |  17 ++-
 .../localstack/services/sqs/models.py         |   3 +
 .../localstack/services/sqs/provider.py       |  47 +++----
 localstack-core/localstack/utils/tagging.py   | 100 +++++++++++++-
 tests/unit/test_tagging.py                    |  62 ++++++++-
 18 files changed, 421 insertions(+), 223 deletions(-)

diff --git a/localstack-core/localstack/services/kms/models.py b/localstack-core/localstack/services/kms/models.py
index c9e69151cf139..2f1334801433a 100644
--- a/localstack-core/localstack/services/kms/models.py
+++ b/localstack-core/localstack/services/kms/models.py
@@ -45,16 +45,15 @@
     OriginType,
     ReplicateKeyRequest,
     SigningAlgorithmSpec,
-    TagList,
     UnsupportedOperationException,
 )
-from localstack.constants import TAG_KEY_CUSTOM_ID
 from localstack.services.kms.exceptions import ValidationException
-from localstack.services.kms.utils import is_valid_key_arn, validate_tag, validate_tag_list
+from localstack.services.kms.utils import is_valid_key_arn
 from localstack.services.stores import AccountRegionBundle, BaseStore, LocalAttribute
 from localstack.utils.aws.arns import get_partition, kms_alias_arn, kms_key_arn
 from localstack.utils.crypto import decrypt, encrypt
 from localstack.utils.strings import long_uid, to_bytes, to_str
+from localstack.utils.tagging import Tags
 
 LOG = logging.getLogger(__name__)
 
@@ -114,9 +113,6 @@
 # list of key names that should be skipped when serializing the encryption context
 IGNORED_CONTEXT_KEYS = ["aws-crypto-public-key"]
 
-# special tag name to allow specifying a custom key material for created keys
-TAG_KEY_CUSTOM_KEY_MATERIAL = "_custom_key_material_"
-
 
 def _serialize_ciphertext_blob(ciphertext: Ciphertext) -> bytes:
     header = struct.pack(
@@ -289,7 +285,6 @@ def key(self) -> RSAPrivateKey | EllipticCurvePrivateKey:
 class KmsKey:
     metadata: KeyMetadata
     crypto_key: KmsCryptoKey
-    tags: dict[str, str]
     policy: str
     is_key_rotation_enabled: bool
     rotation_period_in_days: int
@@ -302,18 +297,13 @@ def __init__(
         create_key_request: CreateKeyRequest = None,
         account_id: str = None,
         region: str = None,
+        custom_key_material: bytes | None = None,
+        custom_key_id: str | None = None,
     ):
         create_key_request = create_key_request or CreateKeyRequest()
         self.previous_keys = []
 
-        # Please keep in mind that tags of a key could be present in the request, they are not a part of metadata. At
-        # least in the sense of DescribeKey not returning them with the rest of the metadata. Instead, tags are more
-        # like aliases:
-        # https://docs.aws.amazon.com/kms/latest/APIReference/API_DescribeKey.html
-        # "DescribeKey does not return the following information: ... Tags on the KMS key."
-        self.tags = {}
-        self.add_tags(create_key_request.get("Tags"))
-        # Same goes for the policy. It is in the request, but not in the metadata.
+        # Policy is in the request but not in the metadata.
         self.policy = create_key_request.get("Policy") or self._get_default_key_policy(
             account_id, region
         )
@@ -322,13 +312,7 @@ def __init__(
         # disable it."
         self.is_key_rotation_enabled = False
 
-        self._populate_metadata(create_key_request, account_id, region)
-        custom_key_material = None
-        if TAG_KEY_CUSTOM_KEY_MATERIAL in self.tags:
-            # check if the _custom_key_material_ tag is specified, to use a custom key material for this key
-            custom_key_material = base64.b64decode(self.tags[TAG_KEY_CUSTOM_KEY_MATERIAL])
-            # remove the _custom_key_material_ tag from the tags to not readily expose the custom key material
-            del self.tags[TAG_KEY_CUSTOM_KEY_MATERIAL]
+        self._populate_metadata(create_key_request, account_id, region, custom_key_id=custom_key_id)
         self.crypto_key = KmsCryptoKey(self.metadata.get("KeySpec"), custom_key_material)
         self._internal_key_id = uuid.uuid4()
 
@@ -560,7 +544,11 @@ def _construct_sign_verify_padding(
     #
     # Data keys are symmetric, data key pairs are asymmetric.
     def _populate_metadata(
-        self, create_key_request: CreateKeyRequest, account_id: str, region: str
+        self,
+        create_key_request: CreateKeyRequest,
+        account_id: str,
+        region: str,
+        custom_key_id: str | None = None,
     ) -> None:
         self.metadata = KeyMetadata()
         # Metadata fields coming from a creation request
@@ -597,9 +585,8 @@ def _populate_metadata(
             else KeyState.PendingImport
         )
 
-        if TAG_KEY_CUSTOM_ID in self.tags:
-            # check if the _custom_id_ tag is specified, to set a user-defined KeyId for this key
-            self.metadata["KeyId"] = self.tags[TAG_KEY_CUSTOM_ID].strip()
+        if custom_key_id:
+            self.metadata["KeyId"] = custom_key_id
         elif self.metadata.get("MultiRegion"):
             # https://docs.aws.amazon.com/kms/latest/developerguide/multi-region-keys-overview.html
             # "Notice that multi-Region keys have a distinctive key ID that begins with mrk-. You can use the mrk- prefix to
@@ -625,21 +612,6 @@ def _populate_metadata(
                 ReplicaKeys=[],
             )
 
-    def add_tags(self, tags: TagList) -> None:
-        # Just in case we get None from somewhere.
-        if not tags:
-            return
-
-        validate_tag_list(tags)
-
-        # Do not care if we overwrite an existing tag:
-        # https://docs.aws.amazon.com/kms/latest/APIReference/API_TagResource.html
-        # "To edit a tag, specify an existing tag key and a new tag value."
-        for i, tag in enumerate(tags, start=1):
-            if tag.get("TagKey") != TAG_KEY_CUSTOM_KEY_MATERIAL:
-                validate_tag(i, tag)
-            self.tags[tag.get("TagKey")] = tag.get("TagValue")
-
     def schedule_key_deletion(self, pending_window_in_days: int) -> None:
         self.metadata["Enabled"] = False
         # TODO For MultiRegion keys, the status of replicas get set to "PendingDeletion", while the primary key
@@ -870,5 +842,8 @@ class KmsStore(BaseStore):
     # maps import tokens to import data
     imports: dict[str, KeyImportState] = LocalAttribute(default=dict)
 
+    # maps key arn to tags
+    tags: Tags = LocalAttribute(default=Tags)
+
 
 kms_stores = AccountRegionBundle("kms", KmsStore)
diff --git a/localstack-core/localstack/services/kms/provider.py b/localstack-core/localstack/services/kms/provider.py
index d528fc5f3491d..e3b8af6530b51 100644
--- a/localstack-core/localstack/services/kms/provider.py
+++ b/localstack-core/localstack/services/kms/provider.py
@@ -137,9 +137,12 @@
 )
 from localstack.services.kms.utils import (
     execute_dry_run_capable,
+    get_custom_key_id,
+    get_custom_key_material,
     is_valid_key_arn,
     parse_key_arn,
     validate_alias_name,
+    validate_and_filter_tags,
 )
 from localstack.services.plugins import ServiceLifecycleHook
 from localstack.state import StateVisitor
@@ -229,7 +232,13 @@ def _create_kms_key(
         account_id: str, region_name: str, request: CreateKeyRequest = None
     ) -> KmsKey:
         store = kms_stores[account_id][region_name]
-        key = KmsKey(request, account_id, region_name)
+        key = KmsKey(
+            request,
+            account_id,
+            region_name,
+            get_custom_key_material(request),
+            get_custom_key_id(request),
+        )
         key_id = key.metadata["KeyId"]
         store.keys[key_id] = key
         return key
@@ -299,11 +308,9 @@ def _create_alias_if_reserved_and_not_exists(
         store = kms_stores[account_id][region_name]
         if alias_name not in RESERVED_ALIASES or alias_name in store.aliases:
             return
-        create_key_request = {}
         key_id = KmsProvider._create_kms_key(
             account_id,
             region_name,
-            create_key_request,
         ).metadata.get("KeyId")
         create_alias_request = CreateAliasRequest(AliasName=alias_name, TargetKeyId=key_id)
         KmsProvider._create_kms_alias(account_id, region_name, create_alias_request)
@@ -393,19 +400,25 @@ def _parse_key_id(key_id_or_arn: str, context: RequestContext) -> tuple[str, str
     def _is_rsa_spec(key_spec: str) -> bool:
         return key_spec in [KeySpec.RSA_2048, KeySpec.RSA_3072, KeySpec.RSA_4096]
 
-    # These tagging methods are overwritten in the Pro implementation.
-    def _get_key_tags(self, key: KmsKey, account_id: str, region: str) -> TagList:
-        return [Tag(TagKey=key, TagValue=value) for key, value in key.tags.items()]
+    def _get_key_tags(self, account_id: str, region: str, resource_arn: str) -> TagList:
+        store = self._get_store(account_id, region)
+        return [
+            Tag(TagKey=key, TagValue=value)
+            for key, value in store.tags.get_tags(resource_arn).items()
+        ]
 
-    def _set_key_tags(self, key: KmsKey, account_id: str, region: str, tags: TagList) -> None:
-        return
+    def _set_key_tags(self, account_id: str, region: str, resource_arn: str, tags: TagList) -> None:
+        validated_tags = validate_and_filter_tags(tags)
+        store = self._get_store(account_id, region)
+        store.tags.update_tags(
+            resource_arn, {tag["TagKey"]: tag["TagValue"] for tag in validated_tags}
+        )
 
     def _remove_key_tags(
-        self, key: KmsKey, account_id: str, region: str, tag_keys: TagKeyList
+        self, account_id: str, region: str, resource_arn: str, tag_keys: TagKeyList
     ) -> None:
-        # AWS doesn't seem to mind removal of a non-existent tag, so we do not raise any exception.
-        for tag_key in tag_keys:
-            key.tags.pop(tag_key, None)
+        store = self._get_store(account_id, region)
+        store.tags.delete_tags(resource_arn, tag_keys)
 
     #
     # Operation Handlers
@@ -417,8 +430,10 @@ def create_key(
         context: RequestContext,
         request: CreateKeyRequest = None,
     ) -> CreateKeyResponse:
+        tags = validate_and_filter_tags(request.get("Tags", []))
         key = self._create_kms_key(context.account_id, context.region, request)
-        self._set_key_tags(key, context.account_id, context.region, request.get("Tags", []))
+        if tags:
+            self._set_key_tags(context.account_id, context.region, key.metadata["Arn"], tags)
         return CreateKeyResponse(KeyMetadata=key.metadata)
 
     @handler("ScheduleKeyDeletion", expand=False)
@@ -1487,7 +1502,9 @@ def list_resource_tags(
         key = self._get_kms_key(
             context.account_id, context.region, request.get("KeyId"), any_key_state_allowed=True
         )
-        keys_list = PaginatedList(self._get_key_tags(key, context.account_id, context.region))
+        keys_list = PaginatedList(
+            self._get_key_tags(context.account_id, context.region, key.metadata["Arn"])
+        )
         page, next_token = keys_list.get_page(
             lambda tag: tag.get("TagKey"),
             next_token=request.get("Marker"),
@@ -1519,7 +1536,6 @@ def rotate_key_on_demand(
 
     @handler("TagResource", expand=False)
     def tag_resource(self, context: RequestContext, request: TagResourceRequest) -> None:
-        tags = request["Tags"]
         key = self._get_kms_key(
             context.account_id,
             context.region,
@@ -1527,14 +1543,11 @@ def tag_resource(self, context: RequestContext, request: TagResourceRequest) ->
             enabled_key_allowed=True,
             disabled_key_allowed=True,
         )
-        key.add_tags(tags)
-        self._set_key_tags(key, context.account_id, context.region, tags)
+        if tags := request["Tags"]:
+            self._set_key_tags(context.account_id, context.region, key.metadata["Arn"], tags)
 
     @handler("UntagResource", expand=False)
     def untag_resource(self, context: RequestContext, request: UntagResourceRequest) -> None:
-        if not (tag_keys := request.get("TagKeys", [])):
-            return
-
         key = self._get_kms_key(
             context.account_id,
             context.region,
@@ -1542,7 +1555,9 @@ def untag_resource(self, context: RequestContext, request: UntagResourceRequest)
             enabled_key_allowed=True,
             disabled_key_allowed=True,
         )
-        self._remove_key_tags(key, context.account_id, context.region, tag_keys)
+        self._remove_key_tags(
+            context.account_id, context.region, key.metadata["Arn"], request["TagKeys"]
+        )
 
     def derive_shared_secret(
         self,
diff --git a/localstack-core/localstack/services/kms/utils.py b/localstack-core/localstack/services/kms/utils.py
index 41ad57d1dfa69..caf07d6232fad 100644
--- a/localstack-core/localstack/services/kms/utils.py
+++ b/localstack-core/localstack/services/kms/utils.py
@@ -1,13 +1,23 @@
+import base64
 import re
 from collections.abc import Callable
 
-from localstack.aws.api.kms import DryRunOperationException, Tag, TagException, TagList
+from localstack.aws.api.kms import (
+    CreateKeyRequest,
+    DryRunOperationException,
+    Tag,
+    TagException,
+    TagList,
+)
+from localstack.constants import TAG_KEY_CUSTOM_ID
 from localstack.services.kms.exceptions import ValidationException
 from localstack.utils.aws.arns import ARN_PARTITION_REGEX
 
 KMS_KEY_ARN_PATTERN = re.compile(
     rf"{ARN_PARTITION_REGEX}:kms:(?P<region_name>[^:]+):(?P<account_id>\d{{12}}):((?=key/)key/|(?=alias/))(?P<key_id>[^:]+)$"
 )
+# special tag name to allow specifying a custom key material for created keys
+TAG_KEY_CUSTOM_KEY_MATERIAL = "_custom_key_material_"
 
 
 def get_hash_algorithm(signing_algorithm: str) -> str:
@@ -60,13 +70,65 @@ def validate_tag(tag_position: int, tag: Tag) -> None:
         raise TagException("Tags beginning with aws: are reserved")
 
 
-def validate_tag_list(tag_list: TagList) -> None:
+def validate_and_filter_tags(tag_list: TagList) -> TagList:
+    """
+    Validates tags and filters out LocalStack specific tags
+
+    :param tag_list: The list of tags provided to apply to the KMS key.
+    :returns: Filtered and validated list of tags to apply to the KMS key.
+    """
     unique_tag_keys = {tag["TagKey"] for tag in tag_list}
     if len(unique_tag_keys) < len(tag_list):
         raise TagException("Duplicate tag keys")
     if len(tag_list) > 50:
         raise TagException("Too many tags")
 
+    validated_tags = []
+    for i, tag in enumerate(tag_list, start=1):
+        if tag["TagKey"] != TAG_KEY_CUSTOM_KEY_MATERIAL:
+            validate_tag(i, tag)
+            validated_tags.append(tag)
+
+    return validated_tags
+
+
+def get_custom_key_material(request: CreateKeyRequest | None) -> bytes | None:
+    """
+    Retrieves custom material which is sent in a CreateKeyRequest via the Tags.
+
+    :param request: The request for creating a KMS key.
+    :returns: Custom key material for the KMS key.
+    """
+    if not request:
+        return None
+
+    custom_key_material = None
+    tags = request.get("Tags", [])
+    for tag in tags:
+        if tag["TagKey"] == TAG_KEY_CUSTOM_KEY_MATERIAL:
+            custom_key_material = base64.b64decode(tag["TagValue"])
+
+    return custom_key_material
+
+
+def get_custom_key_id(request: CreateKeyRequest | None) -> bytes | None:
+    """
+    Retrieves a custom Key ID for the KMS key which is sent in a CreateKeyRequest via the Tags.
+
+    :param request: The request for creating a KMS key.
+    :returns: THe custom Key ID for the KMS key.
+    """
+    if not request:
+        return None
+
+    custom_key_id = None
+    tags = request.get("Tags", [])
+    for tag in tags:
+        if tag["TagKey"] == TAG_KEY_CUSTOM_ID:
+            custom_key_id = tag["TagValue"]
+
+    return custom_key_id
+
 
 def execute_dry_run_capable[T](func: Callable[..., T], dry_run: bool, *args, **kwargs) -> T:
     """
diff --git a/localstack-core/localstack/services/lambda_/invocation/models.py b/localstack-core/localstack/services/lambda_/invocation/models.py
index 8910597d1cca0..c10f97650ddc3 100644
--- a/localstack-core/localstack/services/lambda_/invocation/models.py
+++ b/localstack-core/localstack/services/lambda_/invocation/models.py
@@ -6,7 +6,7 @@
     Layer,
 )
 from localstack.services.stores import AccountRegionBundle, BaseStore, LocalAttribute
-from localstack.utils.tagging import TaggingService
+from localstack.utils.tagging import Tags
 
 
 class LambdaStore(BaseStore):
@@ -26,7 +26,7 @@ class LambdaStore(BaseStore):
     capacity_providers: dict[str, CapacityProvider] = LocalAttribute(default=dict)
 
     # maps resource ARNs for EventSourceMappings and CodeSigningConfiguration to tags
-    TAGS: TaggingService = LocalAttribute(default=TaggingService)
+    tags: Tags = LocalAttribute(default=Tags)
 
 
 lambda_stores = AccountRegionBundle("lambda", LambdaStore)
diff --git a/localstack-core/localstack/services/lambda_/provider.py b/localstack-core/localstack/services/lambda_/provider.py
index bc7abe2117c71..76ef3cd6b507b 100644
--- a/localstack-core/localstack/services/lambda_/provider.py
+++ b/localstack-core/localstack/services/lambda_/provider.py
@@ -4415,28 +4415,25 @@ def delete_function_concurrency(
     # only Function, Event Source Mapping, and Code Signing Config (not currently supported by LocalStack) ARNs
     # are available for tagging in AWS
 
+    @staticmethod
     def _update_resource_tags(
-        self, resource_arn: str, account_id: str, region: str, tags: dict[str, str]
+        resource_arn: str, account_id: str, region: str, tags: dict[str, str]
     ) -> None:
-        tagger_service = lambda_stores[account_id][region].TAGS
-        tag_svc_adapted_tags = [{"Key": key, "Value": value} for key, value in tags.items()]
-        tagger_service.tag_resource(resource_arn, tag_svc_adapted_tags)
+        lambda_stores[account_id][region].tags.update_tags(resource_arn, tags)
 
-    def _list_resource_tags(
-        self, resource_arn: str, account_id: str, region: str
-    ) -> dict[str, str]:
-        tagger_service = lambda_stores[account_id][region].TAGS
-        return tagger_service.tags.get(resource_arn, {})
+    @staticmethod
+    def _list_resource_tags(resource_arn: str, account_id: str, region: str) -> dict[str, str]:
+        return lambda_stores[account_id][region].tags.get_tags(resource_arn)
 
+    @staticmethod
     def _remove_resource_tags(
-        self, resource_arn: str, account_id: str, region: str, keys: TagKeyList
+        resource_arn: str, account_id: str, region: str, keys: TagKeyList
     ) -> None:
-        tagger_service = lambda_stores[account_id][region].TAGS
-        tagger_service.untag_resource(resource_arn, keys)
+        lambda_stores[account_id][region].tags.delete_tags(resource_arn, keys)
 
-    def _remove_all_resource_tags(self, resource_arn: str, account_id: str, region: str) -> None:
-        tagger_service = lambda_stores[account_id][region].TAGS
-        return tagger_service.tags.pop(resource_arn, None)
+    @staticmethod
+    def _remove_all_resource_tags(resource_arn: str, account_id: str, region: str) -> None:
+        lambda_stores[account_id][region].tags.delete_all_tags(resource_arn)
 
     def _get_tags(self, resource: TaggableResource) -> dict[str, str]:
         account_id, region = self._get_account_id_and_region_for_taggable_resource(resource)
diff --git a/localstack-core/localstack/services/opensearch/models.py b/localstack-core/localstack/services/opensearch/models.py
index 3141e4263cb4f..0cf6d2d769533 100644
--- a/localstack-core/localstack/services/opensearch/models.py
+++ b/localstack-core/localstack/services/opensearch/models.py
@@ -2,18 +2,15 @@
 from localstack.services.stores import (
     AccountRegionBundle,
     BaseStore,
-    CrossRegionAttribute,
     LocalAttribute,
 )
-from localstack.utils.tagging import TaggingService
+from localstack.utils.tagging import Tags
 
 
 class OpenSearchStore(BaseStore):
     # storage for domain resources (access should be protected with the _domain_mutex)
     opensearch_domains: dict[str, DomainStatus] = LocalAttribute(default=dict)
-
-    # static tagging service instance
-    TAGS = CrossRegionAttribute(default=TaggingService)
+    tags: Tags = LocalAttribute(default=Tags)
 
 
 opensearch_stores = AccountRegionBundle("opensearch", OpenSearchStore)
diff --git a/localstack-core/localstack/services/opensearch/provider.py b/localstack-core/localstack/services/opensearch/provider.py
index 4707b1d05fdfd..da870bfe6586f 100644
--- a/localstack-core/localstack/services/opensearch/provider.py
+++ b/localstack-core/localstack/services/opensearch/provider.py
@@ -518,22 +518,20 @@ def _stop_clusters(self):
                 cluster_manager().remove(DomainKey(domain_name, region, account_id).arn)
 
     def _add_tags(self, context: RequestContext, arn: ARN, tag_list: TagList) -> None:
-        self.get_store(context.account_id, context.region).TAGS.tag_resource(arn, tag_list)
+        self.get_store(context.account_id, context.region).tags.update_tags(
+            arn, {tag["Key"]: tag["Value"] for tag in tag_list}
+        )
 
     def _remove_tags(self, context: RequestContext, arn: ARN, tag_keys: StringList) -> None:
-        self.get_store(context.account_id, context.region).TAGS.untag_resource(arn, tag_keys)
+        self.get_store(context.account_id, context.region).tags.delete_tags(arn, tag_keys)
 
     def _remove_all_tags(self, context: RequestContext, arn: ARN) -> None:
-        self.get_store(context.account_id, context.region).TAGS.del_resource(arn)
+        self.get_store(context.account_id, context.region).tags.delete_all_tags(arn)
 
     def _list_tags(self, context: RequestContext, arn: ARN) -> TagList:
-        # The tagging service returns a dictionary with the given root name
         store = self.get_store(context.account_id, context.region)
-        tags = store.TAGS.list_tags_for_resource(arn=arn, root_name="root")
-        # Extract the actual list of tags for the typed response
-        tag_list: TagList = tags["root"]
-
-        return tag_list
+        tags = store.tags.get_tags(arn)
+        return [{"Key": key, "Value": value} for key, value in tags.items()]
 
     @handler("CreateDomain", expand=False)
     def create_domain(
diff --git a/localstack-core/localstack/services/route53/models.py b/localstack-core/localstack/services/route53/models.py
index 3d96a9c223100..32173d6aee236 100644
--- a/localstack-core/localstack/services/route53/models.py
+++ b/localstack-core/localstack/services/route53/models.py
@@ -1,10 +1,12 @@
 from localstack.aws.api.route53 import DelegationSet
 from localstack.services.stores import AccountRegionBundle, BaseStore, LocalAttribute
+from localstack.utils.tagging import Tags
 
 
 class Route53Store(BaseStore):
     # maps delegation set ID to reusable delegation set details
     reusable_delegation_sets: dict[str, DelegationSet] = LocalAttribute(default=dict)
+    tags: Tags = LocalAttribute(default=Tags)
 
 
-route53_stores = AccountRegionBundle("route53", Route53Store)
+route53_stores = AccountRegionBundle("route53", Route53Store, validate=False)
diff --git a/localstack-core/localstack/services/route53/provider.py b/localstack-core/localstack/services/route53/provider.py
index b05070e1b8321..bf634603c6d4f 100644
--- a/localstack-core/localstack/services/route53/provider.py
+++ b/localstack-core/localstack/services/route53/provider.py
@@ -27,6 +27,7 @@
 from localstack.aws.connect import connect_to
 from localstack.services.moto import call_moto
 from localstack.services.plugins import ServiceLifecycleHook
+from localstack.services.route53.models import Route53Store, route53_stores
 from localstack.state import StateVisitor
 
 
@@ -37,6 +38,10 @@ def accept_state_visitor(self, visitor: StateVisitor):
         visitor.visit(route53_backends)
         visitor.visit(route53_stores)
 
+    @staticmethod
+    def get_route53_store(account_id: str, region: str) -> Route53Store:
+        return route53_stores[account_id][region]
+
     # No tag deletion logic to handle in Community. Overwritten in Pro implementation.
     def remove_resource_tags(
         self, context: RequestContext, resource_type: str, resource_id: str
diff --git a/localstack-core/localstack/services/s3/models.py b/localstack-core/localstack/services/s3/models.py
index 2bfc247b14a59..a612468431e61 100644
--- a/localstack-core/localstack/services/s3/models.py
+++ b/localstack-core/localstack/services/s3/models.py
@@ -91,7 +91,7 @@
     LocalAttribute,
 )
 from localstack.utils.aws import arns
-from localstack.utils.tagging import TaggingService
+from localstack.utils.tagging import Tags
 
 LOG = logging.getLogger(__name__)
 
@@ -763,9 +763,7 @@ class S3Store(BaseStore):
     buckets: dict[BucketName, S3Bucket] = CrossRegionAttribute(default=dict)
     global_bucket_map: dict[BucketName, AccountId] = CrossAccountAttribute(default=dict)
     aws_managed_kms_key_id: SSEKMSKeyId = LocalAttribute(default=str)
-
-    # static tagging service instance
-    TAGS: TaggingService = CrossAccountAttribute(default=TaggingService)
+    tags: Tags = LocalAttribute(default=Tags)
 
 
 class BucketCorsIndex:
diff --git a/localstack-core/localstack/services/s3/provider.py b/localstack-core/localstack/services/s3/provider.py
index e9cc518acf33b..244ea03cf2bef 100644
--- a/localstack-core/localstack/services/s3/provider.py
+++ b/localstack-core/localstack/services/s3/provider.py
@@ -211,6 +211,7 @@
     SSECustomerKeyMD5,
     StartAfter,
     StorageClass,
+    Tag,
     Tagging,
     TagSet,
     Token,
@@ -476,18 +477,30 @@ def _get_cross_account_bucket(
 
         return store, s3_bucket
 
-    def _create_bucket_tags(self, resource_arn: str, account_id: str, region: str, tags: TagSet):
-        store = self.get_store(account_id, region)
-        store.TAGS.tag_resource(arn=resource_arn, tags=tags)
+    def _create_bucket_tags(self, bucket: S3Bucket, tags: TagSet):
+        store = self.get_store(bucket.bucket_account_id, bucket.bucket_region)
+        store.tags.update_tags(bucket.bucket_arn, {tag["Key"]: tag["Value"] for tag in tags})
 
-    def _remove_all_bucket_tags(self, resource_arn: str, account_id: str, region: str):
-        store = self.get_store(account_id, region)
-        store.TAGS.tags.pop(resource_arn, None)
+    def _remove_all_bucket_tags(self, bucket: S3Bucket):
+        store = self.get_store(bucket.bucket_account_id, bucket.bucket_region)
+        store.tags.delete_all_tags(bucket.bucket_arn)
 
-    def _list_bucket_tags(self, resource_arn: str, account_id: str, region: str) -> TagSet:
-        store = self.get_store(account_id, region)
-        tags = store.TAGS.list_tags_for_resource(resource_arn)["Tags"]
-        return tags
+    def _list_bucket_tags(self, bucket: S3Bucket) -> TagSet:
+        store = self.get_store(bucket.bucket_account_id, bucket.bucket_region)
+        tags = store.tags.get_tags(bucket.bucket_arn)
+        return [{"Key": key, "Value": value} for key, value in tags.items()]
+
+    @staticmethod
+    def _create_object_tags(store: S3Store, key_id: str, tags: dict[str, str]):
+        store.tags.update_tags(key_id, tags)
+
+    @staticmethod
+    def _remove_all_object_tags(store: S3Store, key_id: str):
+        store.tags.delete_all_tags(key_id)
+
+    @staticmethod
+    def _list_object_tags(store: S3Store, key_id: str) -> dict[str, str]:
+        return store.tags.get_tags(key_id)
 
     @staticmethod
     def get_store(account_id: str, region_name: str) -> S3Store:
@@ -573,9 +586,7 @@ def create_bucket(
         store.buckets[bucket_name] = s3_bucket
         store.global_bucket_map[bucket_name] = s3_bucket.bucket_account_id
         if bucket_tags:
-            self._create_bucket_tags(
-                s3_bucket.bucket_arn, context.account_id, bucket_region, bucket_tags
-            )
+            self._create_bucket_tags(s3_bucket, bucket_tags)
         self._cors_handler.invalidate_cache()
         self._storage_backend.create_bucket(bucket_name)
 
@@ -614,9 +625,7 @@ def delete_bucket(
         self._preconditions_locks.pop(bucket, None)
         # clean up the storage backend
         self._storage_backend.delete_bucket(bucket)
-        self._remove_all_bucket_tags(
-            s3_bucket.bucket_arn, context.account_id, s3_bucket.bucket_region
-        )
+        self._remove_all_bucket_tags(s3_bucket)
 
     def list_buckets(
         self,
@@ -913,9 +922,9 @@ def put_object(
 
         # in case we are overriding an object, delete the tags entry
         key_id = get_unique_key_id(bucket_name, key, version_id)
-        store.TAGS.tags.pop(key_id, None)
+        store.tags.delete_all_tags(key_id)
         if tagging:
-            store.TAGS.tags[key_id] = tagging
+            self._create_object_tags(store, key_id, tagging)
 
         # RequestCharged: Optional[RequestCharged]  # TODO
         response = PutObjectOutput(
@@ -933,7 +942,7 @@ def put_object(
                 s3_bucket.lifecycle_rules,
                 bucket_name,
                 s3_object,
-                store.TAGS.tags.get(key_id, {}),
+                self._list_object_tags(store, key_id),
             ):
                 # TODO: we either apply the lifecycle to existing objects when we set the new rules, or we need to
                 #  apply them everytime we get/head an object
@@ -1078,11 +1087,12 @@ def get_object(
 
         add_encryption_to_response(response, s3_object=s3_object)
 
-        if object_tags := store.TAGS.tags.get(
-            get_unique_key_id(bucket_name, object_key, version_id)
-        ):
-            response["TagCount"] = len(object_tags)
+        object_tags = self._list_object_tags(
+            store, get_unique_key_id(bucket_name, object_key, version_id)
+        )
 
+        if tag_count := len(object_tags):
+            response["TagCount"] = tag_count
         if s3_object.is_current and s3_bucket.lifecycle_rules:
             if expiration_header := self._get_expiration_header(
                 s3_bucket.lifecycle_rules,
@@ -1220,11 +1230,11 @@ def head_object(
             response["ChecksumType"] = checksum_type
 
         add_encryption_to_response(response, s3_object=s3_object)
-        object_tags = store.TAGS.tags.get(
-            get_unique_key_id(bucket_name, object_key, s3_object.version_id)
+        object_tags = self._list_object_tags(
+            store, get_unique_key_id(bucket_name, object_key, s3_object.version_id)
         )
-        if object_tags:
-            response["TagCount"] = len(object_tags)
+        if tag_count := len(object_tags):
+            response["TagCount"] = tag_count
 
         # if you specify the VersionId, AWS won't return the Expiration header, even if that's the current version
         if not version_id and s3_bucket.lifecycle_rules:
@@ -1310,7 +1320,7 @@ def delete_object(
             if found_object:
                 self._storage_backend.remove(bucket, found_object)
                 self._notify(context, s3_bucket=s3_bucket, s3_object=found_object)
-                store.TAGS.tags.pop(get_unique_key_id(bucket, key, version_id), None)
+                self._remove_all_object_tags(store, get_unique_key_id(bucket, key, version_id))
 
             return DeleteObjectOutput()
 
@@ -1348,7 +1358,7 @@ def delete_object(
             response["DeleteMarker"] = True
         else:
             self._storage_backend.remove(bucket, s3_object)
-            store.TAGS.tags.pop(get_unique_key_id(bucket, key, version_id), None)
+            self._remove_all_object_tags(store, get_unique_key_id(bucket, key, version_id))
         self._notify(context, s3_bucket=s3_bucket, s3_object=s3_object)
 
         if key not in s3_bucket.objects:
@@ -1408,7 +1418,9 @@ def delete_objects(
                 if found_object:
                     to_remove.append(found_object)
                     self._notify(context, s3_bucket=s3_bucket, s3_object=found_object)
-                    store.TAGS.tags.pop(get_unique_key_id(bucket, object_key, version_id), None)
+                    self._remove_all_object_tags(
+                        store, get_unique_key_id(bucket, object_key, version_id)
+                    )
                 # small hack to not create a fake object for nothing
                 elif s3_bucket.notification_configuration:
                     # DeleteObjects is a bit weird, even if the object didn't exist, S3 will trigger a notification
@@ -1486,7 +1498,7 @@ def delete_objects(
                 to_remove.append(found_object)
 
             self._notify(context, s3_bucket=s3_bucket, s3_object=found_object)
-            store.TAGS.tags.pop(get_unique_key_id(bucket, object_key, version_id), None)
+            self._remove_all_object_tags(store, get_unique_key_id(bucket, object_key, version_id))
 
         for versioned_key in versioned_keys:
             # we clean up keys that do not have any object versions in them anymore
@@ -1706,11 +1718,13 @@ def copy_object(
         dest_key_id = get_unique_key_id(dest_bucket, dest_key, dest_version_id)
 
         if (request.get("TaggingDirective")) == "REPLACE":
-            store.TAGS.tags[dest_key_id] = tagging or {}
+            self._remove_all_object_tags(store, dest_key_id)
+            self._create_object_tags(store, dest_key_id, tagging or {})
         else:
             src_key_id = get_unique_key_id(src_bucket, src_key, src_s3_object.version_id)
-            src_tags = store.TAGS.tags.get(src_key_id, {})
-            store.TAGS.tags[dest_key_id] = copy.copy(src_tags)
+            src_tags = self._list_object_tags(store, src_key_id)
+            self._remove_all_object_tags(store, dest_key_id)
+            self._create_object_tags(store, dest_key_id, src_tags)
 
         copy_object_result = CopyObjectResult(
             ETag=s3_object.quoted_etag,
@@ -2852,9 +2866,9 @@ def complete_multipart_upload(
         s3_bucket.multiparts.pop(s3_multipart.id, None)
 
         key_id = get_unique_key_id(bucket, key, version_id)
-        store.TAGS.tags.pop(key_id, None)
+        self._remove_all_object_tags(store, key_id)
         if s3_multipart.tagging:
-            store.TAGS.tags[key_id] = s3_multipart.tagging
+            self._create_object_tags(store, key_id, s3_multipart.tagging)
 
         # RequestCharged: Optional[RequestCharged] TODO
 
@@ -3290,12 +3304,8 @@ def put_bucket_tagging(
         validate_tag_set(tag_set, type_set="bucket")
 
         # remove the previous tags before setting the new ones, it overwrites the whole TagSet
-        self._remove_all_bucket_tags(
-            s3_bucket.bucket_arn, context.account_id, s3_bucket.bucket_region
-        )
-        self._create_bucket_tags(
-            s3_bucket.bucket_arn, context.account_id, s3_bucket.bucket_region, tag_set
-        )
+        self._remove_all_bucket_tags(s3_bucket)
+        self._create_bucket_tags(s3_bucket, tag_set)
 
     def get_bucket_tagging(
         self,
@@ -3305,9 +3315,7 @@ def get_bucket_tagging(
         **kwargs,
     ) -> GetBucketTaggingOutput:
         store, s3_bucket = self._get_cross_account_bucket(context, bucket)
-        tag_set = self._list_bucket_tags(
-            s3_bucket.bucket_arn, context.account_id, s3_bucket.bucket_region
-        )
+        tag_set = self._list_bucket_tags(s3_bucket)
         if not tag_set:
             raise NoSuchTagSet(
                 "The TagSet does not exist",
@@ -3326,12 +3334,8 @@ def delete_bucket_tagging(
         store, s3_bucket = self._get_cross_account_bucket(context, bucket)
 
         # This operation doesn't remove the tags from the store like deleting a resource does, it just sets them as empty.
-        self._remove_all_bucket_tags(
-            s3_bucket.bucket_arn, context.account_id, s3_bucket.bucket_region
-        )
-        self._create_bucket_tags(
-            s3_bucket.bucket_arn, context.account_id, s3_bucket.bucket_region, []
-        )
+        self._remove_all_bucket_tags(s3_bucket)
+        self._create_bucket_tags(s3_bucket, [])
 
     def put_object_tagging(
         self,
@@ -3358,8 +3362,8 @@ def put_object_tagging(
 
         key_id = get_unique_key_id(bucket, key, s3_object.version_id)
         # remove the previous tags before setting the new ones, it overwrites the whole TagSet
-        store.TAGS.tags.pop(key_id, None)
-        store.TAGS.tag_resource(key_id, tags=tag_set)
+        self._remove_all_object_tags(store, key_id)
+        self._create_object_tags(store, key_id, {tag["Key"]: tag["Value"] for tag in tag_set})
         response = PutObjectTaggingOutput()
         if s3_object.version_id:
             response["VersionId"] = s3_object.version_id
@@ -3403,10 +3407,12 @@ def get_object_tagging(
             e.Key = f"{bucket}/{key}"
             raise e
 
-        tag_set = store.TAGS.list_tags_for_resource(
-            get_unique_key_id(bucket, key, s3_object.version_id)
-        )["Tags"]
-        response = GetObjectTaggingOutput(TagSet=tag_set)
+        object_tags = self._list_object_tags(
+            store, get_unique_key_id(bucket, key, s3_object.version_id)
+        )
+        response = GetObjectTaggingOutput(
+            TagSet=[Tag(Key=key, Value=value) for key, value in object_tags.items()]
+        )
         if s3_object.version_id:
             response["VersionId"] = s3_object.version_id
 
@@ -3425,7 +3431,7 @@ def delete_object_tagging(
 
         s3_object = s3_bucket.get_object(key=key, version_id=version_id, http_method="DELETE")
 
-        store.TAGS.tags.pop(get_unique_key_id(bucket, key, s3_object.version_id), None)
+        self._remove_all_object_tags(store, get_unique_key_id(bucket, key, s3_object.version_id))
         response = DeleteObjectTaggingOutput()
         if s3_object.version_id:
             response["VersionId"] = s3_object.version_id
@@ -4614,9 +4620,9 @@ def post_object(
 
         # in case we are overriding an object, delete the tags entry
         key_id = get_unique_key_id(bucket, object_key, version_id)
-        store.TAGS.tags.pop(key_id, None)
+        self._remove_all_object_tags(store, key_id)
         if tagging:
-            store.TAGS.tags[key_id] = tagging
+            self._create_object_tags(store, key_id, tagging)
 
         response = PostResponse()
         # hacky way to set the etag in the headers as well: two locations for one value
@@ -4659,7 +4665,7 @@ def post_object(
                 s3_bucket.lifecycle_rules,
                 bucket,
                 s3_object,
-                store.TAGS.tags.get(key_id, {}),
+                self._list_object_tags(store, key_id),
             ):
                 # TODO: we either apply the lifecycle to existing objects when we set the new rules, or we need to
                 #  apply them everytime we get/head an object
diff --git a/localstack-core/localstack/services/s3control/provider.py b/localstack-core/localstack/services/s3control/provider.py
index f597fb1842968..3cca0f9477c02 100644
--- a/localstack-core/localstack/services/s3control/provider.py
+++ b/localstack-core/localstack/services/s3control/provider.py
@@ -4,6 +4,7 @@
     ListTagsForResourceResult,
     S3ControlApi,
     S3ResourceArn,
+    Tag,
     TagKeyList,
     TagList,
     TagResourceResult,
@@ -29,24 +30,6 @@ def accept_state_visitor(self, visitor: StateVisitor):
     def get_s3_store(account_id: str, region: str) -> S3Store:
         return s3_stores[account_id][region]
 
-    def _tag_bucket_resource(
-        self, resource_arn: str, partition: str, region: str, account_id: str, tags: TagList
-    ) -> None:
-        tagging_service = self.get_s3_store(account_id, region).TAGS
-        tagging_service.tag_resource(resource_arn, tags)
-
-    def _untag_bucket_resource(
-        self, resource_arn: str, partition: str, region: str, account_id: str, tag_keys: TagKeyList
-    ) -> None:
-        tagging_service = self.get_s3_store(account_id, region).TAGS
-        tagging_service.untag_resource(resource_arn, tag_keys)
-
-    def _list_bucket_tags(
-        self, resource_arn: str, partition: str, region: str, account_id: str
-    ) -> TagList:
-        tagging_service = self.get_s3_store(account_id, region).TAGS
-        return tagging_service.list_tags_for_resource(resource_arn)["Tags"]
-
     def tag_resource(
         self,
         context: RequestContext,
@@ -59,7 +42,8 @@ def tag_resource(
         validate_arn_for_tagging(resource_arn, context.partition, account_id, context.region)
         validate_tags(tags)
 
-        self._tag_bucket_resource(resource_arn, context.partition, context.region, account_id, tags)
+        store = self.get_s3_store(account_id, context.region)
+        store.tags.update_tags(resource_arn, {tag["Key"]: tag["Value"] for tag in tags})
         return TagResourceResult()
 
     def untag_resource(
@@ -73,9 +57,8 @@ def untag_resource(
         # Currently S3Control only supports tagging buckets
         validate_arn_for_tagging(resource_arn, context.partition, account_id, context.region)
 
-        self._untag_bucket_resource(
-            resource_arn, context.partition, context.region, account_id, tag_keys
-        )
+        store = self.get_s3_store(account_id, context.region)
+        store.tags.delete_tags(resource_arn, tag_keys)
         return TagResourceResult()
 
     def list_tags_for_resource(
@@ -84,5 +67,8 @@ def list_tags_for_resource(
         # Currently S3Control only supports tagging buckets
         validate_arn_for_tagging(resource_arn, context.partition, account_id, context.region)
 
-        tags = self._list_bucket_tags(resource_arn, context.partition, context.region, account_id)
-        return ListTagsForResourceResult(Tags=tags)
+        store = self.get_s3_store(account_id, context.region)
+        tags = store.tags.get_tags(resource_arn)
+        return ListTagsForResourceResult(
+            Tags=[Tag(Key=key, Value=value) for key, value in tags.items()]
+        )
diff --git a/localstack-core/localstack/services/sns/models.py b/localstack-core/localstack/services/sns/models.py
index d6482dafdf9c0..a602dc3cd66f8 100644
--- a/localstack-core/localstack/services/sns/models.py
+++ b/localstack-core/localstack/services/sns/models.py
@@ -22,7 +22,7 @@
 )
 from localstack.utils.objects import singleton_factory
 from localstack.utils.strings import long_uid
-from localstack.utils.tagging import TaggingService
+from localstack.utils.tagging import Tags
 
 
 class Topic(TypedDict, total=True):
@@ -195,7 +195,7 @@ class SnsStore(BaseStore):
     # list of sent SMS messages
     sms_messages: list[dict[str, str | MessageAttributeMap | None]] = LocalAttribute(default=list)
 
-    TAGS: TaggingService = CrossRegionAttribute(default=TaggingService)
+    tags: Tags = CrossRegionAttribute(default=Tags)
 
     PHONE_NUMBERS_OPTED_OUT: set[PhoneNumber] = CrossRegionAttribute(default=set)
 
diff --git a/localstack-core/localstack/services/sns/provider.py b/localstack-core/localstack/services/sns/provider.py
index d0e263fb26acf..fb906be0bb817 100644
--- a/localstack-core/localstack/services/sns/provider.py
+++ b/localstack-core/localstack/services/sns/provider.py
@@ -54,6 +54,7 @@
     SubscribeResponse,
     Subscription,
     SubscriptionAttributesMap,
+    Tag,
     TagKeyList,
     TagList,
     TagResourceResponse,
@@ -202,24 +203,22 @@ def _check_matching_tags(
 
     def _list_resource_tags(self, context: RequestContext, resource_arn: str) -> TagList:
         store = self.get_store(context.account_id, context.region)
-        tags = store.TAGS.list_tags_for_resource(resource_arn).get("Tags")
-        return tags
+        tags = store.tags.get_tags(resource_arn)
+        return [Tag(Key=key, Value=value) for key, value in tags.items()]
 
-    def _tag_resource(
-        self, context: RequestContext, resource_arn: str, tags: list[dict[str, str]]
-    ) -> None:
+    def _tag_resource(self, context: RequestContext, resource_arn: str, tags: TagList) -> None:
         store = self.get_store(context.account_id, context.region)
-        store.TAGS.tag_resource(resource_arn, tags)
+        store.tags.update_tags(resource_arn, {tag["Key"]: tag["Value"] for tag in tags})
 
     def _untag_resource(
-        self, context: RequestContext, resource_arn: str, tag_keys: list[str]
+        self, context: RequestContext, resource_arn: str, tag_keys: TagKeyList
     ) -> None:
         store = self.get_store(context.account_id, context.region)
-        store.TAGS.untag_resource(resource_arn, tag_keys)
+        store.tags.delete_tags(resource_arn, tag_keys)
 
     def _remove_resource_tags(self, context: RequestContext, resource_arn: str) -> None:
         store = self.get_store(context.account_id, context.region)
-        store.TAGS.tags.pop(resource_arn, None)
+        store.tags.delete_all_tags(resource_arn)
 
     ## Topic Operations
 
diff --git a/localstack-core/localstack/services/sqs/models.py b/localstack-core/localstack/services/sqs/models.py
index cbf16d324d6bd..4f0de6365dea3 100644
--- a/localstack-core/localstack/services/sqs/models.py
+++ b/localstack-core/localstack/services/sqs/models.py
@@ -45,6 +45,7 @@
 from localstack.services.stores import AccountRegionBundle, BaseStore, LocalAttribute
 from localstack.utils.aws.arns import get_partition
 from localstack.utils.strings import long_uid
+from localstack.utils.tagging import Tags
 from localstack.utils.time import now
 from localstack.utils.urls import localstack_host
 
@@ -1389,6 +1390,8 @@ class SqsStore(BaseStore):
     move_tasks: dict[str, MessageMoveTask] = LocalAttribute(default=dict)
     """Maps task IDs to their ``MoveMessageTask`` object. Task IDs can be found by decoding a task handle."""
 
+    tags: Tags = LocalAttribute(default=Tags)
+
     def expire_deleted(self):
         for k in list(self.deleted.keys()):
             if self.deleted[k] <= (time.time() - sqs_constants.RECENTLY_DELETED_TIMEOUT):
diff --git a/localstack-core/localstack/services/sqs/provider.py b/localstack-core/localstack/services/sqs/provider.py
index a2a8a01860f03..3531d28bd8836 100644
--- a/localstack-core/localstack/services/sqs/provider.py
+++ b/localstack-core/localstack/services/sqs/provider.py
@@ -812,9 +812,8 @@ def create_queue(
                 queue = StandardQueue(
                     queue_name, context.region, context.account_id, attributes, tags
                 )
-
             if tags:
-                self._tag_queue(queue, tags)
+                self._tag_queue(context.account_id, context.region, queue.arn, tags)
 
             LOG.debug("creating queue key=%s attributes=%s tags=%s", queue_name, attributes, tags)
 
@@ -941,7 +940,7 @@ def delete_queue(self, context: RequestContext, queue_url: String, **kwargs) ->
             store.queues[queue.name].shutdown()
             del store.queues[queue.name]
             store.deleted[queue.name] = time.time()
-            self._remove_all_queue_tags(queue)
+            self._remove_all_queue_tags(context.account_id, context.region, queue.arn)
 
     def get_queue_attributes(
         self,
@@ -1489,21 +1488,24 @@ def cancel_message_move_task(
         )
 
     def tag_queue(self, context: RequestContext, queue_url: String, tags: TagMap, **kwargs) -> None:
+        if not tags:
+            return
+
         queue = self._resolve_queue(context, queue_url=queue_url)
-        self._tag_queue(queue, tags)
+        self._tag_queue(context.account_id, context.region, queue.arn, tags)
 
     def list_queue_tags(
         self, context: RequestContext, queue_url: String, **kwargs
     ) -> ListQueueTagsResult:
         queue = self._resolve_queue(context, queue_url=queue_url)
-        tags = self._get_queue_tags(queue)
+        tags = self._get_queue_tags(context.account_id, context.region, queue.arn)
         return ListQueueTagsResult(Tags=tags if tags else None)
 
     def untag_queue(
         self, context: RequestContext, queue_url: String, tag_keys: TagKeyList, **kwargs
     ) -> None:
         queue = self._resolve_queue(context, queue_url=queue_url)
-        self._untag_queue(queue, tag_keys)
+        self._untag_queue(context.account_id, context.region, queue.arn, tag_keys)
 
     def add_permission(
         self,
@@ -1641,28 +1643,23 @@ def _stop_cloudwatch_metrics_reporting(self):
             self._cloudwatch_publish_worker.stop()
             self._cloudwatch_dispatcher.shutdown()
 
-    @staticmethod
-    def _get_queue_tags(queue: SqsQueue) -> TagMap:
-        return queue.tags
-
-    @staticmethod
-    def _tag_queue(queue: SqsQueue, tags: TagMap) -> None:
-        if not tags:
-            return
+    def _get_queue_tags(self, account_id: str, region: str, resource_arn: str) -> TagMap:
+        store = self.get_store(account_id, region)
+        return store.tags.get_tags(resource_arn)
 
-        for k, v in tags.items():
-            queue.tags[k] = v
+    def _tag_queue(self, account_id: str, region: str, resource_arn: str, tags: TagMap) -> None:
+        store = self.get_store(account_id, region)
+        store.tags.update_tags(resource_arn, tags)
 
-    @staticmethod
-    def _untag_queue(queue: SqsQueue, tag_keys: TagKeyList) -> None:
-        for k in tag_keys:
-            if k in queue.tags:
-                del queue.tags[k]
+    def _untag_queue(
+        self, account_id: str, region: str, resource_arn: str, tag_keys: TagKeyList
+    ) -> None:
+        store = self.get_store(account_id, region)
+        store.tags.delete_tags(resource_arn, tag_keys)
 
-    @staticmethod
-    def _remove_all_queue_tags(queue: SqsQueue) -> None:
-        # Nothing required as tags are stored on the queue resource. Overwritten in Pro.
-        return None
+    def _remove_all_queue_tags(self, account_id: str, region: str, resource_arn: str) -> None:
+        store = self.get_store(account_id, region)
+        store.tags.delete_all_tags(resource_arn)
 
 
 def resolve_queue_location(
diff --git a/localstack-core/localstack/utils/tagging.py b/localstack-core/localstack/utils/tagging.py
index cbd425e369959..b8da075e51e0b 100644
--- a/localstack-core/localstack/utils/tagging.py
+++ b/localstack-core/localstack/utils/tagging.py
@@ -1,7 +1,8 @@
+from dataclasses import dataclass, field
 from warnings import deprecated
 
 
-@deprecated("`TaggingService` is deprecated. Please use the `RGTAPlugin`/`Tagger` system.")
+@deprecated("`TaggingService` is deprecated. Please use the `RGTAPlugin`/`Tags` system.")
 class TaggingService:
     key_field: str
     value_field: str
@@ -46,3 +47,100 @@ def del_resource(self, arn: str):
 
     def __delitem__(self, arn: str):
         self.del_resource(arn)
+
+
+ResourceARN = str
+TagKey = str
+TagValue = str
+TagMap = dict[TagKey, TagValue]
+
+
+@dataclass
+class Tags:
+    """
+    This dataclass provides utilities for performing resource tagging. Tags for resources are stored on
+    the service provider's store within this `Tags` dataclass with ResourceARN mapped against a dictionary
+    containing tags in the form TagKey:TagValue to remain agnostic to the service's tag format.
+
+    The `Tags` dataclass supports updating / creating tags, deleting tags, and removing the
+    resource from the tag dictionary (_tags). It's important that when a resource is deleted to remove this
+    resource ARN from the store using the `delete_all_tags` method::
+
+        store = get_store(account_id, region)
+        store.TAGS.delete_all_tags(my_resource_arn)
+
+    Do not use the `Tags` dataclass to determine the existence of a resource. For this, use ``connect_to`` or
+    direct Moto Backend introspection. It's important that resources do not exist within _tags unless they
+    currently have tags or have had tags in the past and the resource exists. The resource ARN should not exist within
+    _tags if the resource has been deleted.
+
+    This distinction is important to maintain parity with the Resource Groups Tagging API (RGTA) which will tap into
+    supported service's `Tags` dataclass within it's store.
+    """
+
+    _tags: dict[ResourceARN, TagMap] = field(default_factory=dict)
+
+    def update_tags(self, arn: ResourceARN, tags: TagMap) -> None:
+        """
+        Updates the tags of the specified resource.
+
+        :param arn: The ARN of the resource to tag.
+        :param tags: A mapping of tag keys to tag values or an array of tag objects.
+        :return: None
+        """
+        stored_tags = self._tags.setdefault(arn, {})
+
+        for k, v in tags.items():
+            stored_tags[k] = v
+
+    def get_tags(self, arn: ResourceARN) -> TagMap:
+        """
+        Retrieves the tags for a specified resource.
+
+        The tags are returned as a flat map of tag key/value pairs, e.g.::
+            {
+                "Environment": "Production",
+                "Owner": "LocalStack",
+            }
+
+        :param arn: The ARN of the resource you want to retrieve tags for.
+        :return: A dictionary copy of tag keys to tag values for the resource.
+        """
+        if arn not in self._tags:
+            return {}
+        return self._tags[arn].copy()
+
+    def delete_tags(self, arn: ResourceARN, keys: list[TagKey]) -> None:
+        """
+        Deletes the tag on the resource specified by the provided tag keys.
+
+        :param arn: The ARN of the resource to remove tags for.
+        :param keys: An array of tag keys to remove from the resource.
+        :return: None
+        """
+        if tags := self._tags.get(arn):
+            for key in keys:
+                tags.pop(key, None)
+
+    def delete_all_tags(self, arn: ResourceARN) -> None:
+        """
+        Removes all the tags for a resource and removes it from the internal tagging store.
+        To be used once a resource is deleted or when you wish to remove all a resources tags.
+
+        :param arn: The ARN of the resource to remove from the store.
+        :return: None
+        """
+        self._tags.pop(arn, None)
+
+    def get_resource_tag_map(self) -> dict[ResourceARN, TagMap]:
+        """
+        Retrieves the entire mapping between Resource ARNs and their tags.
+
+        This should not be used to retrieve tags for a single resource and should instead use the
+        `Tags.get_tags(resource_arn)`. It should only be used in scenarios where visibility into the
+        entire internal tag store is required such as with the Resource Groups Tagging API (RGTA).
+
+        :return: A mapping between Resource ARN and tags.
+        """
+
+        return self._tags.copy()
diff --git a/tests/unit/test_tagging.py b/tests/unit/test_tagging.py
index 876fa15753485..fc0870cbd84f9 100644
--- a/tests/unit/test_tagging.py
+++ b/tests/unit/test_tagging.py
@@ -1,6 +1,7 @@
 import pytest
 
-from localstack.utils.tagging import TaggingService
+from localstack.utils.strings import short_uid
+from localstack.utils.tagging import TaggingService, Tags
 
 
 class TestTaggingService:
@@ -45,3 +46,62 @@ def test_field_name_override(self, tagging_service):
         assert svc.list_tags_for_resource("arn") == {
             "Tags": [{"keY": "my", "valuE": "congratulations"}]
         }
+
+
+@pytest.fixture
+def mock_arn():
+    return f"arn-{short_uid()}"
+
+
+@pytest.fixture
+def tags_collection():
+    return Tags()
+
+
+class TestTagsCollection:
+    def test_update_tags(self, tags_collection, mock_arn):
+        # Ensure the tags which existed / didn't exist before are updated accordingly.
+        tags_collection.update_tags(mock_arn, {"Environment": "Production", "Foo": "Bar"})
+        tags = tags_collection.get_tags(mock_arn)
+        assert "Foo" in tags
+        assert tags["Foo"] == "Bar"
+        assert tags["Environment"] == "Production"
+
+    def test_get_tags(self, tags_collection, mock_arn):
+        non_existent_resource_tags = tags_collection.get_tags("bad-arn")
+        assert len(non_existent_resource_tags) == 0
+
+    def test_delete_tags(self, tags_collection, mock_arn):
+        tags_collection.update_tags(mock_arn, {"Foo": "Bar"})
+
+        # Test deleting the same key twice even when it's not in the tag mapping. This should not raise.
+        for _ in range(2):
+            tags_collection.delete_tags(mock_arn, ["Environment"])
+            tags = tags_collection.get_tags(mock_arn)
+            assert "Foo" in tags
+            assert len(tags) == 1
+
+        tags_collection.delete_tags(mock_arn, ["Foo"])
+        tags = tags_collection.get_tags(mock_arn)
+        assert len(tags) == 0
+
+        # This operation shouldn't raise if the ARN is not in the tagging store.
+        non_existent_arn = f"non-existent-{short_uid()}"
+        tags_collection.delete_tags(non_existent_arn, ["Foo"])
+        tags = tags_collection.get_tags(non_existent_arn)
+        assert len(tags) == 0
+
+    def test_delete_all_tags(self, tags_collection, mock_arn):
+        tags_collection.update_tags(mock_arn, {"Foo": "Bar", "Environment": "Testing"})
+        tags = tags_collection.get_tags(mock_arn)
+        assert len(tags) == 2
+
+        tags_collection.delete_all_tags(mock_arn)
+        updated_tags = tags_collection.get_tags(mock_arn)
+        assert len(updated_tags) == 0
+
+        # Delete all tags should not raise if the ARN is not in the store
+        non_existent_arn = f"non-existent-{short_uid()}"
+        tags_collection.delete_all_tags(non_existent_arn)
+        tags = tags_collection.get_tags(non_existent_arn)
+        assert len(tags) == 0

From 6ba70134ec1ec7f914b958ecbcac05023d1524a8 Mon Sep 17 00:00:00 2001
From: Rudransh Shrivastava <rudransh.shr@gmail.com>
Date: Mon, 23 Feb 2026 22:55:00 +0530
Subject: [PATCH 655/697] fix: development environment setup link (#13816)

---
 docs/CONTRIBUTING.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/CONTRIBUTING.md b/docs/CONTRIBUTING.md
index 3188d90c077af..57f575d8921ee 100644
--- a/docs/CONTRIBUTING.md
+++ b/docs/CONTRIBUTING.md
@@ -19,7 +19,7 @@ For pull requests (PRs), please stick to the following guidelines:
 * Fork localstack on your GitHub user account, make code changes there, and then create a PR against main localstack repository.
 * Add tests for any new features or bug fixes. Ideally, each PR increases the test coverage. Please read our [integration testing](testing/integration-tests/README.md) and [parity testing](testing/parity-testing/README.md) guides on how to write tests for AWS services.
 * Follow the existing code style. Run `make format` and `make lint` before checking in your code.
-  * Refer to [Development Environment Setup](development-environment-setup/README.md) if your local testing environment is not yet properly set up.
+  * Refer to [Development Environment Setup](/docs/development-environment-setup/README.md) if your local testing environment is not yet properly set up.
 * Document newly introduced methods and classes with pydoc, and add inline comments to code that is not self-documenting.
 * Separate unrelated changes into multiple PRs.
 * When creating a PR, classify the size of your change with setting a semver label:

From c2cb02372f48cde90b06f0e6ce809a058251fbd7 Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Mon, 23 Feb 2026 19:42:22 +0100
Subject: [PATCH 656/697] S3: regenerate test snapshots & parity fixes (#13824)

---
 .../localstack/aws/api/s3/__init__.py         |    7 +-
 .../localstack/aws/spec-patches.json          |   26 -
 .../localstack/services/s3/provider.py        |   28 +-
 .../localstack/services/s3/utils.py           |    1 -
 .../localstack/services/s3/validation.py      |    4 -
 tests/aws/services/s3/test_s3.py              |   11 +-
 tests/aws/services/s3/test_s3.snapshot.json   |  926 +++---
 tests/aws/services/s3/test_s3.validation.json | 2961 +++++++++++++----
 tests/aws/services/s3/test_s3_api.py          |   51 +-
 .../aws/services/s3/test_s3_api.snapshot.json |  256 +-
 .../services/s3/test_s3_api.validation.json   |  822 +++--
 .../s3/test_s3_list_operations.snapshot.json  |  157 +-
 .../test_s3_list_operations.validation.json   |  302 +-
 .../s3/test_s3_preconditions.snapshot.json    |   10 +-
 .../s3/test_s3_preconditions.validation.json  |   28 +-
 15 files changed, 3860 insertions(+), 1730 deletions(-)

diff --git a/localstack-core/localstack/aws/api/s3/__init__.py b/localstack-core/localstack/aws/api/s3/__init__.py
index 7f5301943cd45..36a6133339162 100644
--- a/localstack-core/localstack/aws/api/s3/__init__.py
+++ b/localstack-core/localstack/aws/api/s3/__init__.py
@@ -2679,8 +2679,11 @@ class GlacierJobParameters(TypedDict, total=False):
 
 
 class HeadBucketOutput(TypedDict, total=False):
-    BucketRegion: BucketRegion | None
-    BucketContentType: BucketContentType | None
+    BucketArn: S3RegionalOrS3ExpressBucketArnString | None
+    BucketLocationType: LocationType | None
+    BucketLocationName: BucketLocationName | None
+    BucketRegion: Region | None
+    AccessPointAlias: AccessPointAlias | None
 
 
 class HeadBucketRequest(ServiceRequest):
diff --git a/localstack-core/localstack/aws/spec-patches.json b/localstack-core/localstack/aws/spec-patches.json
index 1b4ef689bbb0c..1004603cb0579 100644
--- a/localstack-core/localstack/aws/spec-patches.json
+++ b/localstack-core/localstack/aws/spec-patches.json
@@ -62,32 +62,6 @@
         "type": "string"
       }
     },
-    {
-      "op": "add",
-      "path": "/shapes/HeadBucketOutput",
-      "value": {
-        "type": "structure",
-        "members": {
-          "BucketRegion": {
-            "shape": "BucketRegion",
-            "location": "header",
-            "locationName": "x-amz-bucket-region"
-          },
-          "BucketContentType": {
-            "shape": "BucketContentType",
-            "location": "header",
-            "locationName": "content-type"
-          }
-        }
-      }
-    },
-    {
-      "op": "add",
-      "path": "/operations/HeadBucket/output",
-      "value": {
-        "shape": "HeadBucketOutput"
-      }
-    },
     {
       "op": "add",
       "path": "/operations/PutBucketPolicy/http/responseCode",
diff --git a/localstack-core/localstack/services/s3/provider.py b/localstack-core/localstack/services/s3/provider.py
index 244ea03cf2bef..29ef94ca42e42 100644
--- a/localstack-core/localstack/services/s3/provider.py
+++ b/localstack-core/localstack/services/s3/provider.py
@@ -558,8 +558,12 @@ def create_bucket(
                     BucketName=bucket_name,
                 )
             else:
+                existing_bucket = store.buckets[bucket_name]
                 # CreateBucket is idempotent in us-east-1
-                return CreateBucketOutput(Location=f"/{bucket_name}")
+                return CreateBucketOutput(
+                    Location=f"/{bucket_name}",
+                    BucketArn=existing_bucket.bucket_arn,
+                )
 
         if (
             object_ownership := request.get("ObjectOwnership")
@@ -596,7 +600,7 @@ def create_bucket(
             if bucket_region == "us-east-1"
             else get_full_default_bucket_location(bucket_name)
         )
-        response = CreateBucketOutput(Location=location)
+        response = CreateBucketOutput(Location=location, BucketArn=s3_bucket.bucket_arn)
         return response
 
     def delete_bucket(
@@ -675,6 +679,7 @@ def list_buckets(
                 Name=bucket.name,
                 CreationDate=bucket.creation_date,
                 BucketRegion=bucket.bucket_region,
+                BucketArn=bucket.bucket_arn,
             )
             buckets.append(output_bucket)
             count += 1
@@ -713,7 +718,9 @@ def head_bucket(
 
         # TODO: this call is also used to check if the user has access/authorization for the bucket
         #  it can return 403
-        return HeadBucketOutput(BucketRegion=s3_bucket.bucket_region)
+        return HeadBucketOutput(
+            BucketRegion=s3_bucket.bucket_region, BucketArn=s3_bucket.bucket_arn
+        )
 
     def get_bucket_location(
         self,
@@ -1734,6 +1741,7 @@ def copy_object(
             copy_object_result[f"Checksum{s3_object.checksum_algorithm.upper()}"] = (
                 s3_object.checksum_value
             )
+            copy_object_result["ChecksumType"] = s3_object.checksum_type
 
         response = CopyObjectOutput(
             CopyObjectResult=copy_object_result,
@@ -2356,7 +2364,7 @@ def create_multipart_upload(
         checksum_algorithm = request.get("ChecksumAlgorithm")
         if checksum_algorithm and checksum_algorithm not in CHECKSUM_ALGORITHMS:
             raise InvalidRequest(
-                "Checksum algorithm provided is unsupported. Please try again with any of the valid types: [CRC32, CRC32C, SHA1, SHA256]"
+                "Checksum algorithm provided is unsupported. Please try again with any of the valid types: [CRC32, CRC32C, CRC64NVME, SHA1, SHA256]"
             )
 
         if not (checksum_type := request.get("ChecksumType")) and checksum_algorithm:
@@ -2401,7 +2409,11 @@ def create_multipart_upload(
 
         acl = get_access_control_policy_for_new_resource_request(request, owner=s3_bucket.owner)
 
-        # validate encryption values
+        initiator = get_owner_for_account_id(context.account_id)
+        # This is weird, but for all other operations, AWS does not return a DisplayName anymore except for the
+        # `initiator` field in Multipart related operation. We will probably remove this soon once AWS changes that
+        initiator["DisplayName"] = "webfile"
+
         s3_multipart = S3Multipart(
             key=key,
             storage_class=storage_class,
@@ -2420,7 +2432,7 @@ def create_multipart_upload(
             website_redirect_location=request.get("WebsiteRedirectLocation"),
             expiration=None,  # TODO, from lifecycle, or should it be updated with config?
             acl=acl,
-            initiator=get_owner_for_account_id(context.account_id),
+            initiator=initiator,
             tagging=tagging,
             owner=s3_bucket.owner,
             precondition=object_exists_for_precondition_write(s3_bucket, key),
@@ -2987,7 +2999,7 @@ def list_parts(
             Key=key,
             UploadId=upload_id,
             Initiator=s3_multipart.initiator,
-            Owner=s3_multipart.initiator,
+            Owner=s3_multipart.object.owner,
             StorageClass=s3_multipart.object.storage_class,
             IsTruncated=is_truncated,
             MaxParts=max_parts,
@@ -3103,7 +3115,7 @@ def list_multipart_uploads(
                     Key=multipart.object.key,
                     Initiated=multipart.initiated,
                     StorageClass=multipart.object.storage_class,
-                    Owner=multipart.initiator,  # TODO: check the difference
+                    Owner=multipart.object.owner,
                     Initiator=multipart.initiator,
                 )
                 if multipart.checksum_algorithm:
diff --git a/localstack-core/localstack/services/s3/utils.py b/localstack-core/localstack/services/s3/utils.py
index e7990b59bcaf3..7114afd748837 100644
--- a/localstack-core/localstack/services/s3/utils.py
+++ b/localstack-core/localstack/services/s3/utils.py
@@ -146,7 +146,6 @@ def get_owner_for_account_id(account_id: str):
     :return: the Owner object containing the DisplayName and owner ID
     """
     return Owner(
-        DisplayName="webfile",  # only in certain regions, see above
         ID="75aa57f09aa0c8caeab4f8c24e99d10f8e7faeebf76c078efc7c6caea54ba06a",
     )
 
diff --git a/localstack-core/localstack/services/s3/validation.py b/localstack-core/localstack/services/s3/validation.py
index bd015d8472ecc..ee012c899f3fc 100644
--- a/localstack-core/localstack/services/s3/validation.py
+++ b/localstack-core/localstack/services/s3/validation.py
@@ -468,13 +468,11 @@ def validate_sse_c(
         raise InvalidArgument(
             "Requests specifying Server Side Encryption with Customer provided keys must provide a valid encryption algorithm.",
             ArgumentName="x-amz-server-side-encryption",
-            ArgumentValue="null",
         )
     elif not encryption_key and algorithm:
         raise InvalidArgument(
             "Requests specifying Server Side Encryption with Customer provided keys must provide an appropriate secret key.",
             ArgumentName="x-amz-server-side-encryption",
-            ArgumentValue="null",
         )
 
     if algorithm != "AES256":
@@ -489,7 +487,6 @@ def validate_sse_c(
         raise InvalidArgument(
             "The secret key was invalid for the specified algorithm.",
             ArgumentName="x-amz-server-side-encryption",
-            ArgumentValue="null",
         )
 
     sse_customer_key_md5 = base64.b64encode(hashlib.md5(sse_customer_key).digest()).decode("utf-8")
@@ -498,7 +495,6 @@ def validate_sse_c(
             "The calculated MD5 hash of the key did not match the hash that was provided.",
             # weirdly, the argument name is wrong, it should be `x-amz-server-side-encryption-customer-key-MD5`
             ArgumentName="x-amz-server-side-encryption",
-            ArgumentValue="null",
         )
 
 
diff --git a/tests/aws/services/s3/test_s3.py b/tests/aws/services/s3/test_s3.py
index 37bde73a2e074..a26ef69ce8d5f 100644
--- a/tests/aws/services/s3/test_s3.py
+++ b/tests/aws/services/s3/test_s3.py
@@ -2836,6 +2836,7 @@ def test_different_location_constraint(
         snapshot.add_transformer(snapshot.transform.s3_api())
         snapshot.add_transformers_list(
             [
+                snapshot.transform.key_value("BucketArn"),
                 snapshot.transform.key_value("Location", "<location>", reference_replacement=False),
                 snapshot.transform.key_value(
                     "LocationConstraint", "<location-constraint>", reference_replacement=False
@@ -5750,9 +5751,6 @@ def test_s3_sse_bucket_key_default(
 
     @pytest.mark.skipif(condition=TEST_S3_IMAGE, reason="KMS not enabled in S3 image")
     @markers.aws.validated
-    @pytest.mark.skip(
-        reason="Behaviour not implemented yet: https://github.com/localstack/localstack/issues/6882"
-    )
     # there is currently no server side encryption is place in LS, ETag will be different
     @markers.snapshot.skip_snapshot_verify(paths=["$..ETag"])
     def test_s3_sse_default_kms_key(
@@ -12959,8 +12957,11 @@ def test_s3_checksum_no_automatic_sdk_calculation(
 class TestS3MultipartUploadChecksum:
     @markers.aws.validated
     @markers.snapshot.skip_snapshot_verify(
-        # it seems the PartNumber might not be deterministic, possibly parallelized on S3 side?
-        paths=["$.complete-multipart-wrong-parts-checksum.Error.PartNumber"]
+        # it seems the PartNumber (and ETag by extension) might not be deterministic, possibly parallelized on S3 side?
+        paths=[
+            "$.complete-multipart-wrong-parts-checksum.Error.PartNumber",
+            "$.complete-multipart-wrong-parts-checksum.Error.ETag",
+        ]
     )
     @pytest.mark.parametrize("algorithm", ["CRC32", "CRC32C", "SHA1", "SHA256"])
     def test_complete_multipart_parts_checksum_composite(
diff --git a/tests/aws/services/s3/test_s3.snapshot.json b/tests/aws/services/s3/test_s3.snapshot.json
index b20cdd0b76c6b..e769bde07e748 100644
--- a/tests/aws/services/s3/test_s3.snapshot.json
+++ b/tests/aws/services/s3/test_s3.snapshot.json
@@ -1,6 +1,6 @@
 {
   "tests/aws/services/s3/test_s3.py::TestS3::test_delete_bucket_with_content": {
-    "recorded-date": "21-01-2025, 18:26:26",
+    "recorded-date": "21-02-2026, 00:17:01",
     "recorded-content": {
       "list-objects": {
         "Contents": [
@@ -13,7 +13,6 @@
             "Key": "test-key-0",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 6,
@@ -28,7 +27,6 @@
             "Key": "test-key-1",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 6,
@@ -43,7 +41,6 @@
             "Key": "test-key-2",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 6,
@@ -58,7 +55,6 @@
             "Key": "test-key-3",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 6,
@@ -73,7 +69,6 @@
             "Key": "test-key-4",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 6,
@@ -88,7 +83,6 @@
             "Key": "test-key-5",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 6,
@@ -103,7 +97,6 @@
             "Key": "test-key-6",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 6,
@@ -118,7 +111,6 @@
             "Key": "test-key-7",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 6,
@@ -133,7 +125,6 @@
             "Key": "test-key-8",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 6,
@@ -148,7 +139,6 @@
             "Key": "test-key-9",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 6,
@@ -169,20 +159,12 @@
       "list-buckets": {
         "Buckets": [
           {
+            "BucketArn": "arn:<partition>:s3:::<bucket-name:2>",
             "CreationDate": "datetime",
             "Name": "<bucket-name:2>"
-          },
-          {
-            "CreationDate": "datetime",
-            "Name": "<bucket-name:3>"
-          },
-          {
-            "CreationDate": "datetime",
-            "Name": "<bucket-name:4>"
           }
         ],
         "Owner": {
-          "DisplayName": "<display-name>",
           "ID": "<owner-id>"
         },
         "ResponseMetadata": {
@@ -193,7 +175,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_put_and_get_object_with_utf8_key": {
-    "recorded-date": "21-01-2025, 18:26:27",
+    "recorded-date": "21-02-2026, 00:17:02",
     "recorded-content": {
       "put-object": {
         "ChecksumCRC32": "zwK7XA==",
@@ -224,7 +206,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_metadata_header_character_decoding": {
-    "recorded-date": "21-01-2025, 18:26:37",
+    "recorded-date": "21-02-2026, 00:17:18",
     "recorded-content": {
       "head-object": {
         "AcceptRanges": "bytes",
@@ -245,7 +227,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_upload_file_multipart": {
-    "recorded-date": "21-01-2025, 18:26:40",
+    "recorded-date": "21-02-2026, 00:17:20",
     "recorded-content": {
       "get_object": {
         "AcceptRanges": "bytes",
@@ -266,7 +248,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_get_object_no_such_bucket": {
-    "recorded-date": "21-01-2025, 18:27:10",
+    "recorded-date": "21-02-2026, 00:17:57",
     "recorded-content": {
       "expected_error": {
         "Error": {
@@ -282,7 +264,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_delete_bucket_no_such_bucket": {
-    "recorded-date": "21-01-2025, 18:27:11",
+    "recorded-date": "21-02-2026, 00:17:57",
     "recorded-content": {
       "expected_error": {
         "Error": {
@@ -298,7 +280,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_get_bucket_notification_configuration_no_such_bucket": {
-    "recorded-date": "21-01-2025, 18:27:11",
+    "recorded-date": "21-02-2026, 00:17:58",
     "recorded-content": {
       "expected_error": {
         "Error": {
@@ -314,7 +296,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_get_object_attributes": {
-    "recorded-date": "17-03-2025, 20:02:49",
+    "recorded-date": "21-02-2026, 00:18:02",
     "recorded-content": {
       "object-attrs": {
         "Checksum": {
@@ -373,7 +355,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_put_and_get_object_with_hash_prefix": {
-    "recorded-date": "21-01-2025, 18:27:44",
+    "recorded-date": "21-02-2026, 00:18:18",
     "recorded-content": {
       "put-object": {
         "ChecksumCRC32": "wmkP3w==",
@@ -404,7 +386,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_invalid_range_error": {
-    "recorded-date": "21-01-2025, 18:27:45",
+    "recorded-date": "21-02-2026, 00:18:20",
     "recorded-content": {
       "exc": {
         "Error": {
@@ -421,7 +403,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_range_key_not_exists": {
-    "recorded-date": "21-01-2025, 18:27:47",
+    "recorded-date": "21-02-2026, 00:18:22",
     "recorded-content": {
       "exc": {
         "Error": {
@@ -437,7 +419,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_put_object_tagging_empty_list": {
-    "recorded-date": "21-01-2025, 18:28:08",
+    "recorded-date": "21-02-2026, 00:18:51",
     "recorded-content": {
       "created-object-tags": {
         "TagSet": [],
@@ -472,7 +454,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_get_object_after_deleted_in_versioned_bucket": {
-    "recorded-date": "21-01-2025, 18:28:12",
+    "recorded-date": "21-02-2026, 00:18:55",
     "recorded-content": {
       "get-object": {
         "AcceptRanges": "bytes",
@@ -505,7 +487,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PutObjectChecksum::test_put_object_checksum[CRC32]": {
-    "recorded-date": "17-03-2025, 18:27:45",
+    "recorded-date": "21-02-2026, 00:37:12",
     "recorded-content": {
       "put-wrong-checksum-no-b64": {
         "Error": {
@@ -589,7 +571,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PutObjectChecksum::test_put_object_checksum[CRC32C]": {
-    "recorded-date": "17-03-2025, 18:27:58",
+    "recorded-date": "21-02-2026, 00:37:27",
     "recorded-content": {
       "put-wrong-checksum-no-b64": {
         "Error": {
@@ -673,7 +655,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PutObjectChecksum::test_put_object_checksum[SHA1]": {
-    "recorded-date": "17-03-2025, 18:28:09",
+    "recorded-date": "21-02-2026, 00:37:34",
     "recorded-content": {
       "put-wrong-checksum-no-b64": {
         "Error": {
@@ -757,7 +739,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PutObjectChecksum::test_put_object_checksum[SHA256]": {
-    "recorded-date": "17-03-2025, 18:28:24",
+    "recorded-date": "21-02-2026, 00:37:49",
     "recorded-content": {
       "put-wrong-checksum-no-b64": {
         "Error": {
@@ -841,7 +823,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_s3_copy_metadata_replace": {
-    "recorded-date": "21-01-2025, 18:28:50",
+    "recorded-date": "21-02-2026, 00:18:57",
     "recorded-content": {
       "put_object": {
         "ChecksumCRC32": "MzVIGw==",
@@ -872,6 +854,7 @@
       "copy_object": {
         "CopyObjectResult": {
           "ChecksumCRC32": "MzVIGw==",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"88bac95f31528d13a072c05f2a1cf371\"",
           "LastModified": "datetime"
         },
@@ -899,7 +882,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_s3_copy_content_type_and_metadata": {
-    "recorded-date": "21-01-2025, 18:29:13",
+    "recorded-date": "21-02-2026, 00:19:21",
     "recorded-content": {
       "put_object": {
         "ChecksumCRC32": "MzVIGw==",
@@ -929,6 +912,7 @@
       "copy_object": {
         "CopyObjectResult": {
           "ChecksumCRC32": "MzVIGw==",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"88bac95f31528d13a072c05f2a1cf371\"",
           "LastModified": "datetime"
         },
@@ -956,6 +940,7 @@
       "copy_object_second": {
         "CopyObjectResult": {
           "ChecksumCRC32": "MzVIGw==",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"88bac95f31528d13a072c05f2a1cf371\"",
           "LastModified": "datetime"
         },
@@ -983,13 +968,12 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_s3_multipart_upload_acls": {
-    "recorded-date": "21-01-2025, 18:30:13",
+    "recorded-date": "21-02-2026, 00:20:32",
     "recorded-content": {
       "bucket-acl": {
         "Grants": [
           {
             "Grantee": {
-              "DisplayName": "<display-name:1>",
               "ID": "<owner-id:1>",
               "Type": "CanonicalUser"
             },
@@ -1004,7 +988,6 @@
           }
         ],
         "Owner": {
-          "DisplayName": "<display-name:1>",
           "ID": "<owner-id:1>"
         },
         "ResponseMetadata": {
@@ -1016,7 +999,6 @@
         "Grants": [
           {
             "Grantee": {
-              "DisplayName": "<display-name:1>",
               "ID": "<owner-id:1>",
               "Type": "CanonicalUser"
             },
@@ -1024,7 +1006,6 @@
           }
         ],
         "Owner": {
-          "DisplayName": "<display-name:1>",
           "ID": "<owner-id:1>"
         },
         "ResponseMetadata": {
@@ -1036,7 +1017,6 @@
         "Grants": [
           {
             "Grantee": {
-              "DisplayName": "<display-name:1>",
               "ID": "<owner-id:1>",
               "Type": "CanonicalUser"
             },
@@ -1044,7 +1024,6 @@
           }
         ],
         "Owner": {
-          "DisplayName": "<display-name:1>",
           "ID": "<owner-id:1>"
         },
         "ResponseMetadata": {
@@ -1056,7 +1035,6 @@
         "Grants": [
           {
             "Grantee": {
-              "DisplayName": "<display-name:1>",
               "ID": "<owner-id:1>",
               "Type": "CanonicalUser"
             },
@@ -1078,7 +1056,6 @@
           }
         ],
         "Owner": {
-          "DisplayName": "<display-name:1>",
           "ID": "<owner-id:1>"
         },
         "ResponseMetadata": {
@@ -1089,7 +1066,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_upload_file_with_xml_preamble": {
-    "recorded-date": "21-01-2025, 18:30:40",
+    "recorded-date": "21-02-2026, 00:20:56",
     "recorded-content": {
       "get_object": {
         "AcceptRanges": "bytes",
@@ -1110,7 +1087,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_bucket_availability": {
-    "recorded-date": "21-01-2025, 18:30:41",
+    "recorded-date": "21-02-2026, 00:20:57",
     "recorded-content": {
       "bucket-lifecycle": {
         "Error": {
@@ -1137,7 +1114,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_different_location_constraint": {
-    "recorded-date": "27-11-2025, 10:52:05",
+    "recorded-date": "23-02-2026, 12:30:37",
     "recorded-content": {
       "get-bucket-location-bucket-us-east-1": {
         "LocationConstraint": null,
@@ -1158,6 +1135,7 @@
         }
       },
       "create-bucket-constraint-us-east-1-with-None": {
+        "BucketArn": "<bucket-arn:1>",
         "Location": "<location>",
         "ResponseMetadata": {
           "HTTPHeaders": {},
@@ -1236,7 +1214,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_get_object_with_anon_credentials": {
-    "recorded-date": "21-01-2025, 18:30:54",
+    "recorded-date": "21-02-2026, 00:21:11",
     "recorded-content": {
       "get_object": {
         "AcceptRanges": "bytes",
@@ -1257,7 +1235,7 @@
     }
   },
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-    "recorded-date": "21-01-2025, 18:30:56",
+    "recorded-date": "21-02-2026, 00:21:13",
     "recorded-content": {
       "get_object": {
         "AcceptRanges": "bytes",
@@ -1278,7 +1256,7 @@
     }
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-    "recorded-date": "21-01-2025, 18:18:18",
+    "recorded-date": "21-02-2026, 00:33:15",
     "recorded-content": {
       "get-bucket-lifecycle-exc-1": {
         "Error": {
@@ -1330,7 +1308,7 @@
     }
   },
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-    "recorded-date": "21-01-2025, 18:18:20",
+    "recorded-date": "21-02-2026, 00:33:18",
     "recorded-content": {
       "get-bucket-lifecycle-conf": {
         "Rules": [
@@ -1365,7 +1343,7 @@
     }
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-    "recorded-date": "21-01-2025, 18:18:28",
+    "recorded-date": "21-02-2026, 00:33:26",
     "recorded-content": {
       "get-bucket-lifecycle-conf": {
         "Rules": [
@@ -1418,7 +1396,7 @@
     }
   },
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-    "recorded-date": "21-01-2025, 18:30:58",
+    "recorded-date": "21-02-2026, 00:21:15",
     "recorded-content": {
       "get-object": {
         "AcceptRanges": "bytes",
@@ -1453,7 +1431,7 @@
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-    "recorded-date": "21-01-2025, 18:31:28",
+    "recorded-date": "21-02-2026, 00:21:26",
     "recorded-content": {
       "get-obj": {
         "AcceptRanges": "bytes",
@@ -1490,7 +1468,7 @@
     }
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-    "recorded-date": "21-01-2025, 18:31:31",
+    "recorded-date": "21-02-2026, 00:21:30",
     "recorded-content": {
       "deleted-resp": {
         "Deleted": [
@@ -1512,7 +1490,7 @@
     }
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-    "recorded-date": "21-01-2025, 18:31:36",
+    "recorded-date": "21-02-2026, 00:21:34",
     "recorded-content": {
       "error-non-existent-bucket": {
         "Error": {
@@ -1528,7 +1506,7 @@
     }
   },
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-    "recorded-date": "21-01-2025, 18:31:42",
+    "recorded-date": "21-02-2026, 00:21:40",
     "recorded-content": {
       "put-bucket-request-payment": {
         "ResponseMetadata": {
@@ -1546,7 +1524,7 @@
     }
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-    "recorded-date": "21-01-2025, 18:31:43",
+    "recorded-date": "21-02-2026, 00:21:42",
     "recorded-content": {
       "wrong-payer-type": {
         "Error": {
@@ -1572,7 +1550,7 @@
     }
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   "tests/aws/services/s3/test_s3.py::TestS3::test_bucket_exists": {
-    "recorded-date": "21-01-2025, 18:31:45",
+    "recorded-date": "21-02-2026, 00:21:44",
     "recorded-content": {
       "get-bucket-cors": {
         "CORSRules": [
@@ -1597,7 +1575,6 @@
         "Grants": [
           {
             "Grantee": {
-              "DisplayName": "<display-name:1>",
               "ID": "<owner-id:1>",
               "Type": "CanonicalUser"
             },
@@ -1605,7 +1582,6 @@
           }
         ],
         "Owner": {
-          "DisplayName": "<display-name:1>",
           "ID": "<owner-id:1>"
         },
         "ResponseMetadata": {
@@ -1627,7 +1603,7 @@
     }
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-    "recorded-date": "21-01-2025, 18:31:47",
+    "recorded-date": "21-02-2026, 00:21:46",
     "recorded-content": {
       "response": {
         "AcceptRanges": "bytes",
@@ -1659,7 +1635,7 @@
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-    "recorded-date": "21-01-2025, 18:32:22",
+    "recorded-date": "21-02-2026, 00:22:22",
     "recorded-content": {
       "get-object-if-match": {
         "Error": {
@@ -1675,7 +1651,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_s3_invalid_content_md5": {
-    "recorded-date": "21-01-2025, 18:32:49",
+    "recorded-date": "21-02-2026, 00:22:47",
     "recorded-content": {
       "md5-error-0": {
         "Error": {
@@ -1833,7 +1809,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_s3_upload_download_gzip": {
-    "recorded-date": "21-01-2025, 18:32:51",
+    "recorded-date": "21-02-2026, 00:22:49",
     "recorded-content": {
       "put-object": {
         "ChecksumCRC32": "KBARJw==",
@@ -1865,7 +1841,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_multipart_copy_object_etag": {
-    "recorded-date": "17-03-2025, 23:02:42",
+    "recorded-date": "21-02-2026, 00:22:54",
     "recorded-content": {
       "multipart-upload": {
         "Bucket": "<bucket:1>",
@@ -1883,6 +1859,7 @@
       "copy-object": {
         "CopyObjectResult": {
           "ChecksumCRC64NVME": "BsLNlKumA5I=",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"eee506dd7ada7ded524c77e359a0e7c6\"",
           "LastModified": "datetime"
         },
@@ -1895,6 +1872,7 @@
       "copy-object-in-place": {
         "CopyObjectResult": {
           "ChecksumCRC64NVME": "BsLNlKumA5I=",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"eee506dd7ada7ded524c77e359a0e7c6\"",
           "LastModified": "datetime"
         },
@@ -1922,7 +1900,7 @@
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-    "recorded-date": "17-03-2025, 21:30:10",
+    "recorded-date": "21-02-2026, 00:23:06",
     "recorded-content": {
       "multipart-upload": {
         "Bucket": "<bucket:1>",
@@ -1953,7 +1931,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_s3_lambda_integration": {
-    "recorded-date": "21-01-2025, 18:34:07",
+    "recorded-date": "21-02-2026, 00:23:21",
     "recorded-content": {
       "head_object": {
         "AcceptRanges": "bytes",
@@ -1971,7 +1949,7 @@
     }
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-    "recorded-date": "21-01-2025, 18:34:09",
+    "recorded-date": "21-02-2026, 00:23:23",
     "recorded-content": {
       "uppercase-bucket": {
         "Error": {
@@ -1987,7 +1965,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_create_bucket_with_existing_name": {
-    "recorded-date": "21-01-2025, 18:34:10",
+    "recorded-date": "21-02-2026, 00:23:25",
     "recorded-content": {
       "create-bucket-us-west-1": {
         "Error": {
@@ -2014,7 +1992,7 @@
     }
   },
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-    "recorded-date": "21-01-2025, 18:34:13",
+    "recorded-date": "21-02-2026, 00:23:31",
     "recorded-content": {
       "list_object": {
         "Error": {
@@ -2041,9 +2019,10 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_create_bucket_head_bucket": {
-    "recorded-date": "21-01-2025, 18:34:17",
+    "recorded-date": "21-02-2026, 00:23:35",
     "recorded-content": {
       "create_bucket": {
+        "BucketArn": "arn:<partition>:s3:::<bucket-name:1>",
         "Location": "/<bucket-name:1>",
         "ResponseMetadata": {
           "HTTPHeaders": {},
@@ -2051,6 +2030,7 @@
         }
       },
       "create_bucket_location_constraint": {
+        "BucketArn": "arn:<partition>:s3:::<bucket-name:2>",
         "Location": "http://<bucket-name:2>.<host>/",
         "ResponseMetadata": {
           "HTTPHeaders": {},
@@ -2059,6 +2039,7 @@
       },
       "head_bucket": {
         "AccessPointAlias": false,
+        "BucketArn": "arn:<partition>:s3:::<bucket-name:1>",
         "BucketRegion": "<x-amz-bucket-region:1>",
         "ResponseMetadata": {
           "HTTPHeaders": {},
@@ -2068,12 +2049,14 @@
       "head_bucket_filtered_header": {
         "content-type": "application/xml",
         "x-amz-access-point-alias": "false",
+        "x-amz-bucket-arn": "arn:<partition>:s3:::<bucket-name:1>",
         "x-amz-bucket-region": "<x-amz-bucket-region:1>",
         "x-amz-id-2": "x-amz-id-2",
         "x-amz-request-id": "x-amz-request-id"
       },
       "head_bucket_2": {
         "AccessPointAlias": false,
+        "BucketArn": "arn:<partition>:s3:::<bucket-name:2>",
         "BucketRegion": "<x-amz-bucket-region:2>",
         "ResponseMetadata": {
           "HTTPHeaders": {},
@@ -2083,6 +2066,7 @@
       "head_bucket_2_filtered_header": {
         "content-type": "application/xml",
         "x-amz-access-point-alias": "false",
+        "x-amz-bucket-arn": "arn:<partition>:s3:::<bucket-name:2>",
         "x-amz-bucket-region": "<x-amz-bucket-region:2>",
         "x-amz-id-2": "x-amz-id-2",
         "x-amz-request-id": "x-amz-request-id"
@@ -2100,7 +2084,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_bucket_name_with_dots": {
-    "recorded-date": "21-01-2025, 18:34:19",
+    "recorded-date": "21-02-2026, 00:23:37",
     "recorded-content": {
       "list-objects": {
         "Contents": [
@@ -2113,7 +2097,6 @@
             "Key": "my-content",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 9,
@@ -2172,7 +2155,7 @@
     }
   },
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-    "recorded-date": "21-01-2025, 18:38:06",
+    "recorded-date": "21-02-2026, 00:27:23",
     "recorded-content": {
       "get_object-1009": {
         "AcceptRanges": "bytes",
@@ -2232,7 +2215,6 @@
             "Key": "test-key-990",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 8,
@@ -2247,7 +2229,6 @@
             "Key": "test-key-991",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 8,
@@ -2262,7 +2243,6 @@
             "Key": "test-key-992",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 8,
@@ -2277,7 +2257,6 @@
             "Key": "test-key-993",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 8,
@@ -2292,7 +2271,6 @@
             "Key": "test-key-994",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 8,
@@ -2307,7 +2285,6 @@
             "Key": "test-key-995",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 8,
@@ -2322,7 +2299,6 @@
             "Key": "test-key-996",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 8,
@@ -2337,7 +2313,6 @@
             "Key": "test-key-997",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 8,
@@ -2352,7 +2327,6 @@
             "Key": "test-key-998",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 8,
@@ -2367,7 +2341,6 @@
             "Key": "test-key-999",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 8,
@@ -2388,7 +2361,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_upload_big_file": {
-    "recorded-date": "21-01-2025, 18:39:01",
+    "recorded-date": "21-02-2026, 00:27:29",
     "recorded-content": {
       "put_object_key1": {
         "ChecksumCRC32": "eH3dJA==",
@@ -2439,7 +2412,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_get_bucket_versioning_order": {
-    "recorded-date": "21-01-2025, 18:39:04",
+    "recorded-date": "21-02-2026, 00:27:32",
     "recorded-content": {
       "list_object_versions_before": {
         "EncodingType": "url",
@@ -2486,7 +2459,6 @@
             "Key": "test",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 4,
@@ -2503,7 +2475,6 @@
             "Key": "test",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 4,
@@ -2520,7 +2491,6 @@
             "Key": "test2",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 4,
@@ -2536,7 +2506,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_etag_on_get_object_call": {
-    "recorded-date": "21-01-2025, 18:39:07",
+    "recorded-date": "21-02-2026, 00:27:34",
     "recorded-content": {
       "get_object": {
         "AcceptRanges": "bytes",
@@ -2572,7 +2542,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_s3_delete_object_with_version_id": {
-    "recorded-date": "21-01-2025, 18:39:10",
+    "recorded-date": "21-02-2026, 00:27:38",
     "recorded-content": {
       "get_bucket_versioning": {
         "Status": "Enabled",
@@ -2612,7 +2582,6 @@
             "Key": "aws/s3/testkey2.txt",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 960,
@@ -2639,7 +2608,7 @@
     "recorded-content": {}
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_s3_batch_delete_public_objects_using_requests": {
-    "recorded-date": "21-01-2025, 19:48:17",
+    "recorded-date": "21-02-2026, 00:27:47",
     "recorded-content": {
       "multi-delete-with-requests": {
         "DeleteResult": {
@@ -2669,7 +2638,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_s3_batch_delete_objects": {
-    "recorded-date": "21-01-2025, 18:39:22",
+    "recorded-date": "21-02-2026, 00:27:50",
     "recorded-content": {
       "batch-delete": {
         "Deleted": [
@@ -2709,7 +2678,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PresignedUrl::test_put_object": {
-    "recorded-date": "17-03-2025, 21:31:27",
+    "recorded-date": "21-02-2026, 00:29:26",
     "recorded-content": {
       "get_object": {
         "AcceptRanges": "bytes",
@@ -2730,11 +2699,12 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PresignedUrl::test_s3_copy_md5": {
-    "recorded-date": "21-01-2025, 18:24:04",
+    "recorded-date": "21-02-2026, 00:30:50",
     "recorded-content": {
       "copy-obj": {
         "CopyObjectResult": {
           "ChecksumCRC32": "Cdox+w==",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"437b930db84b8079c2dd804a71936b5f\"",
           "LastModified": "datetime"
         },
@@ -2747,7 +2717,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3DeepArchive::test_s3_get_deep_archive_object_restore": {
-    "recorded-date": "14-08-2023, 22:35:53",
+    "recorded-date": "21-02-2026, 00:32:22",
     "recorded-content": {
       "get-object-invalid-state": {
         "Error": {
@@ -2782,7 +2752,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_head_object_fields": {
-    "recorded-date": "27-11-2025, 15:29:30",
+    "recorded-date": "21-02-2026, 00:18:52",
     "recorded-content": {
       "head-object": {
         "AcceptRanges": "bytes",
@@ -2810,13 +2780,12 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_s3_bucket_acl": {
-    "recorded-date": "21-01-2025, 18:30:17",
+    "recorded-date": "21-02-2026, 00:20:36",
     "recorded-content": {
       "get-bucket-acl": {
         "Grants": [
           {
             "Grantee": {
-              "DisplayName": "<display-name:1>",
               "ID": "<owner-id:1>",
               "Type": "CanonicalUser"
             },
@@ -2831,7 +2800,6 @@
           }
         ],
         "Owner": {
-          "DisplayName": "<display-name:1>",
           "ID": "<owner-id:1>"
         },
         "ResponseMetadata": {
@@ -2843,7 +2811,6 @@
         "Grants": [
           {
             "Grantee": {
-              "DisplayName": "<display-name:1>",
               "ID": "<owner-id:1>",
               "Type": "CanonicalUser"
             },
@@ -2851,7 +2818,6 @@
           }
         ],
         "Owner": {
-          "DisplayName": "<display-name:1>",
           "ID": "<owner-id:1>"
         },
         "ResponseMetadata": {
@@ -2870,7 +2836,6 @@
           }
         ],
         "Owner": {
-          "DisplayName": "<display-name:1>",
           "ID": "<owner-id:1>"
         },
         "ResponseMetadata": {
@@ -2882,7 +2847,6 @@
         "Grants": [
           {
             "Grantee": {
-              "DisplayName": "<display-name:1>",
               "ID": "<owner-id:1>",
               "Type": "CanonicalUser"
             },
@@ -2897,7 +2861,6 @@
           }
         ],
         "Owner": {
-          "DisplayName": "<display-name:1>",
           "ID": "<owner-id:1>"
         },
         "ResponseMetadata": {
@@ -2908,7 +2871,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_s3_bucket_acl_exceptions": {
-    "recorded-date": "21-01-2025, 18:30:22",
+    "recorded-date": "21-02-2026, 00:20:41",
     "recorded-content": {
       "put-bucket-canned-acl": {
         "Error": {
@@ -3068,7 +3031,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_s3_get_object_header_overrides": {
-    "recorded-date": "21-01-2025, 18:39:23",
+    "recorded-date": "21-02-2026, 00:27:51",
     "recorded-content": {
       "get-object": {
         "AcceptRanges": "bytes",
@@ -3095,7 +3058,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_s3_put_object_versioned": {
-    "recorded-date": "21-01-2025, 18:39:15",
+    "recorded-date": "21-02-2026, 00:27:43",
     "recorded-content": {
       "put-pre-versioned": {
         "ChecksumCRC32": "uQZ0CQ==",
@@ -3142,7 +3105,6 @@
             "Key": "non-version-bucket-key",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 17,
@@ -3230,7 +3192,6 @@
             "Key": "non-version-bucket-key",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 17,
@@ -3247,7 +3208,6 @@
             "Key": "versioned-bucket-key",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 21,
@@ -3264,7 +3224,6 @@
             "Key": "versioned-bucket-key",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 13,
@@ -3296,7 +3255,6 @@
             "Key": "non-version-bucket-key",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 17,
@@ -3313,7 +3271,6 @@
             "Key": "versioned-bucket-key",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 21,
@@ -3330,7 +3287,6 @@
             "Key": "versioned-bucket-key",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 13,
@@ -3407,7 +3363,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PresignedUrl::test_put_object_with_md5_and_chunk_signature_bad_headers[s3-True]": {
-    "recorded-date": "21-01-2025, 18:23:05",
+    "recorded-date": "21-02-2026, 00:29:51",
     "recorded-content": {
       "with-decoded-content-length": {
         "Error": {
@@ -3436,11 +3392,11 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PresignedUrl::test_put_object_with_md5_and_chunk_signature_bad_headers[s3-False]": {
-    "recorded-date": "21-01-2025, 18:23:07",
+    "recorded-date": "21-02-2026, 00:29:53",
     "recorded-content": {}
   },
   "tests/aws/services/s3/test_s3.py::TestS3PresignedUrl::test_put_object_with_md5_and_chunk_signature_bad_headers[s3v4-True]": {
-    "recorded-date": "21-01-2025, 18:23:09",
+    "recorded-date": "21-02-2026, 00:29:55",
     "recorded-content": {
       "with-decoded-content-length": {
         "Error": {
@@ -3463,11 +3419,11 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PresignedUrl::test_put_object_with_md5_and_chunk_signature_bad_headers[s3v4-False]": {
-    "recorded-date": "21-01-2025, 18:23:10",
+    "recorded-date": "21-02-2026, 00:29:57",
     "recorded-content": {}
   },
   "tests/aws/services/s3/test_s3.py::TestS3PresignedUrl::test_s3_presigned_url_expired[s3]": {
-    "recorded-date": "21-01-2025, 18:23:17",
+    "recorded-date": "21-02-2026, 00:30:04",
     "recorded-content": {
       "expired-exception": {
         "Error": {
@@ -3482,7 +3438,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PresignedUrl::test_s3_presigned_url_expired[s3v4]": {
-    "recorded-date": "21-01-2025, 18:23:23",
+    "recorded-date": "21-02-2026, 00:30:09",
     "recorded-content": {
       "expired-exception": {
         "Error": {
@@ -3498,7 +3454,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PresignedUrl::test_presigned_url_signature_authentication_expired[s3-False]": {
-    "recorded-date": "21-01-2025, 18:24:08",
+    "recorded-date": "21-02-2026, 00:30:54",
     "recorded-content": {
       "expired": {
         "Error": {
@@ -3513,7 +3469,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PresignedUrl::test_presigned_url_signature_authentication_expired[s3-True]": {
-    "recorded-date": "21-01-2025, 18:24:12",
+    "recorded-date": "21-02-2026, 00:30:58",
     "recorded-content": {
       "expired": {
         "Error": {
@@ -3528,7 +3484,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PresignedUrl::test_presigned_url_signature_authentication_expired[s3v4-False]": {
-    "recorded-date": "21-01-2025, 18:24:16",
+    "recorded-date": "21-02-2026, 00:31:02",
     "recorded-content": {
       "expired": {
         "Error": {
@@ -3544,7 +3500,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PresignedUrl::test_presigned_url_signature_authentication_expired[s3v4-True]": {
-    "recorded-date": "21-01-2025, 18:24:20",
+    "recorded-date": "21-02-2026, 00:31:06",
     "recorded-content": {
       "expired": {
         "Error": {
@@ -3560,7 +3516,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PresignedUrl::test_presigned_url_signature_authentication[s3-False]": {
-    "recorded-date": "21-01-2025, 18:24:24",
+    "recorded-date": "21-02-2026, 00:31:10",
     "recorded-content": {
       "invalid-get-1": {
         "Error": {
@@ -3589,7 +3545,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PresignedUrl::test_presigned_url_signature_authentication[s3-True]": {
-    "recorded-date": "21-01-2025, 18:24:28",
+    "recorded-date": "21-02-2026, 00:31:14",
     "recorded-content": {
       "invalid-get-1": {
         "Error": {
@@ -3618,7 +3574,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PresignedUrl::test_presigned_url_signature_authentication[s3v4-False]": {
-    "recorded-date": "21-01-2025, 18:24:31",
+    "recorded-date": "21-02-2026, 00:31:18",
     "recorded-content": {
       "invalid-get-1": {
         "Error": {
@@ -3651,7 +3607,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PresignedUrl::test_presigned_url_signature_authentication[s3v4-True]": {
-    "recorded-date": "21-01-2025, 18:24:35",
+    "recorded-date": "21-02-2026, 00:31:21",
     "recorded-content": {
       "invalid-get-1": {
         "Error": {
@@ -3684,7 +3640,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PresignedUrl::test_s3_put_presigned_url_missing_sig_param[s3]": {
-    "recorded-date": "21-01-2025, 18:23:35",
+    "recorded-date": "21-02-2026, 00:30:22",
     "recorded-content": {
       "missing-param-exception": {
         "Error": {
@@ -3698,7 +3654,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PresignedUrl::test_s3_put_presigned_url_missing_sig_param[s3v4]": {
-    "recorded-date": "21-01-2025, 18:23:37",
+    "recorded-date": "21-02-2026, 00:30:24",
     "recorded-content": {
       "missing-param-exception": {
         "Error": {
@@ -3712,7 +3668,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PresignedUrl::test_s3_put_presigned_url_with_different_headers[s3]": {
-    "recorded-date": "21-01-2025, 18:23:27",
+    "recorded-date": "21-02-2026, 00:30:14",
     "recorded-content": {
       "content-type-exception": {
         "Error": {
@@ -3746,7 +3702,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PresignedUrl::test_s3_put_presigned_url_with_different_headers[s3v4]": {
-    "recorded-date": "21-01-2025, 18:23:31",
+    "recorded-date": "21-02-2026, 00:30:17",
     "recorded-content": {
       "content-type-exception": {
         "Error": {
@@ -3784,7 +3740,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PresignedUrl::test_s3_put_presigned_url_same_header_and_qs_parameter": {
-    "recorded-date": "21-01-2025, 18:23:33",
+    "recorded-date": "21-02-2026, 00:30:20",
     "recorded-content": {
       "double-header-query-string": {
         "Error": {
@@ -3814,7 +3770,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PresignedPost::test_post_request_expires": {
-    "recorded-date": "17-03-2025, 20:16:24",
+    "recorded-date": "21-02-2026, 00:35:25",
     "recorded-content": {
       "exception": {
         "Error": {
@@ -3828,7 +3784,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PresignedPost::test_post_request_malformed_policy[s3]": {
-    "recorded-date": "17-03-2025, 20:16:26",
+    "recorded-date": "21-02-2026, 00:35:27",
     "recorded-content": {
       "exception-policy": {
         "Error": {
@@ -3846,7 +3802,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PresignedPost::test_post_request_malformed_policy[s3v4]": {
-    "recorded-date": "17-03-2025, 20:16:27",
+    "recorded-date": "21-02-2026, 00:35:28",
     "recorded-content": {
       "exception-policy": {
         "Error": {
@@ -3864,7 +3820,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PresignedPost::test_post_request_missing_signature[s3]": {
-    "recorded-date": "17-03-2025, 20:16:29",
+    "recorded-date": "21-02-2026, 00:35:30",
     "recorded-content": {
       "exception-missing-signature": {
         "Error": {
@@ -3880,7 +3836,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PresignedPost::test_post_request_missing_signature[s3v4]": {
-    "recorded-date": "17-03-2025, 20:16:30",
+    "recorded-date": "21-02-2026, 00:35:31",
     "recorded-content": {
       "exception-missing-signature": {
         "Error": {
@@ -3896,7 +3852,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PresignedPost::test_post_request_missing_fields[s3]": {
-    "recorded-date": "17-03-2025, 20:16:32",
+    "recorded-date": "21-02-2026, 00:35:33",
     "recorded-content": {
       "exception-missing-fields": {
         "Error": {
@@ -3921,7 +3877,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PresignedPost::test_post_request_missing_fields[s3v4]": {
-    "recorded-date": "17-03-2025, 20:16:34",
+    "recorded-date": "21-02-2026, 00:35:35",
     "recorded-content": {
       "exception-missing-fields": {
         "Error": {
@@ -3946,7 +3902,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3StaticWebsiteHosting::test_validate_website_configuration": {
-    "recorded-date": "26-08-2023, 00:30:03",
+    "recorded-date": "21-02-2026, 00:33:06",
     "recorded-content": {
       "invalid-website-conf-0": {
         "Error": {
@@ -4039,7 +3995,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3StaticWebsiteHosting::test_crud_website_configuration": {
-    "recorded-date": "26-08-2023, 00:29:24",
+    "recorded-date": "21-02-2026, 00:33:08",
     "recorded-content": {
       "get-no-such-website-config": {
         "Error": {
@@ -4076,7 +4032,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3StaticWebsiteHosting::test_website_hosting_http_methods": {
-    "recorded-date": "26-08-2023, 00:30:55",
+    "recorded-date": "21-02-2026, 00:32:36",
     "recorded-content": {
       "not-allowed-post": {
         "content": "<html>\n<head><title>405 Method Not Allowed</title></head>\n<body>\n<h1>405 Method Not Allowed</h1>\n<ul>\n<li>Code: MethodNotAllowed</li>\n<li>Message: The specified method is not allowed against this resource.</li>\n<li>Method: POST</li>\n<li>ResourceType: OBJECT</li>\n<li>RequestId: <request-id></li>\n<li>HostId: <host-id></li>\n</ul>\n<hr/>\n</body>\n</html>\n"
@@ -4087,21 +4043,21 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3StaticWebsiteHosting::test_website_hosting_index_lookup": {
-    "recorded-date": "26-08-2023, 00:31:15",
+    "recorded-date": "21-02-2026, 00:32:40",
     "recorded-content": {
       "404-no-trailing-slash": "<html>\n<head><title>404 Not Found</title></head>\n<body>\n<h1>404 Not Found</h1>\n<ul>\n<li>Code: NoSuchKey</li>\n<li>Message: The specified key does not exist.</li>\n<li>Key: directory-wrong</li>\n<li>RequestId: <request-id></li>\n<li>HostId: <host-id></li>\n</ul>\n<hr/>\n</body>\n</html>\n",
       "404-with-trailing-slash": "<html>\n<head><title>404 Not Found</title></head>\n<body>\n<h1>404 Not Found</h1>\n<ul>\n<li>Code: NoSuchKey</li>\n<li>Message: The specified key does not exist.</li>\n<li>Key: directory-wrong/index.html</li>\n<li>RequestId: <request-id></li>\n<li>HostId: <host-id></li>\n</ul>\n<hr/>\n</body>\n</html>\n"
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3StaticWebsiteHosting::test_website_hosting_404": {
-    "recorded-date": "26-08-2023, 00:30:33",
+    "recorded-date": "21-02-2026, 00:32:43",
     "recorded-content": {
       "404-no-such-key": "<html>\n<head><title>404 Not Found</title></head>\n<body>\n<h1>404 Not Found</h1>\n<ul>\n<li>Code: NoSuchKey</li>\n<li>Message: The specified key does not exist.</li>\n<li>Key: index.html</li>\n<li>RequestId: <request-id></li>\n<li>HostId: <host-id></li>\n</ul>\n<hr/>\n</body>\n</html>\n",
       "404-no-such-key-nor-custom": "<html>\n<head><title>404 Not Found</title></head>\n<body>\n<h1>404 Not Found</h1>\n<ul>\n<li>Code: NoSuchKey</li>\n<li>Message: The specified key does not exist.</li>\n<li>Key: index.html</li>\n<li>RequestId: <request-id></li>\n<li>HostId: <host-id></li>\n</ul>\n<h3>An Error Occurred While Attempting to Retrieve a Custom Error Document</h3>\n<ul>\n<li>Code: NoSuchKey</li>\n<li>Message: The specified key does not exist.</li>\n<li>Key: error.html</li>\n</ul>\n<hr/>\n</body>\n</html>\n"
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3StaticWebsiteHosting::test_website_hosting_no_such_website": {
-    "recorded-date": "26-08-2023, 00:31:30",
+    "recorded-date": "21-02-2026, 00:32:33",
     "recorded-content": {
       "no-such-bucket": "<html>\n<head><title>404 Not Found</title></head>\n<body>\n<h1>404 Not Found</h1>\n<ul>\n<li>Code: NoSuchBucket</li>\n<li>Message: The specified bucket does not exist</li>\n<li>BucketName: <bucket-name></li>\n<li>RequestId: <request-id></li>\n<li>HostId: <host-id></li>\n</ul>\n<hr/>\n</body>\n</html>\n",
       "no-such-website-config": "<html>\n<head><title>404 Not Found</title></head>\n<body>\n<h1>404 Not Found</h1>\n<ul>\n<li>Code: NoSuchWebsiteConfiguration</li>\n<li>Message: The specified bucket does not have a website configuration</li>\n<li>BucketName: <bucket-name></li>\n<li>RequestId: <request-id></li>\n<li>HostId: <host-id></li>\n</ul>\n<hr/>\n</body>\n</html>\n",
@@ -4109,7 +4065,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_multipart_and_list_parts": {
-    "recorded-date": "17-03-2025, 21:28:50",
+    "recorded-date": "21-02-2026, 00:18:10",
     "recorded-content": {
       "create-multipart": {
         "Bucket": "bucket",
@@ -4132,7 +4088,6 @@
         "MaxParts": 1000,
         "NextPartNumberMarker": 0,
         "Owner": {
-          "DisplayName": "display-name",
           "ID": "owner-id"
         },
         "PartNumberMarker": 0,
@@ -4160,7 +4115,6 @@
             },
             "Key": "test-list-parts",
             "Owner": {
-              "DisplayName": "display-name",
               "ID": "owner-id"
             },
             "StorageClass": "STANDARD",
@@ -4192,7 +4146,6 @@
         "MaxParts": 1000,
         "NextPartNumberMarker": 1,
         "Owner": {
-          "DisplayName": "display-name",
           "ID": "owner-id"
         },
         "PartNumberMarker": 0,
@@ -4228,7 +4181,6 @@
             },
             "Key": "test-list-parts",
             "Owner": {
-              "DisplayName": "display-name",
               "ID": "owner-id"
             },
             "StorageClass": "STANDARD",
@@ -4311,7 +4263,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_put_and_get_object_with_content_language_disposition": {
-    "recorded-date": "21-01-2025, 18:26:29",
+    "recorded-date": "21-02-2026, 00:17:04",
     "recorded-content": {
       "put-object": {
         "ChecksumCRC32": "zwK7XA==",
@@ -4386,7 +4338,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_copy_object_kms": {
-    "recorded-date": "21-01-2025, 18:26:17",
+    "recorded-date": "21-02-2026, 00:16:52",
     "recorded-content": {
       "get-object": {
         "AcceptRanges": "bytes",
@@ -4408,6 +4360,7 @@
         "BucketKeyEnabled": true,
         "CopyObjectResult": {
           "ChecksumCRC32": "DUoRhQ==",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "copy-etag",
           "LastModified": "datetime"
         },
@@ -4439,7 +4392,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3BucketReplication::test_replication_config": {
-    "recorded-date": "29-08-2024, 14:09:55",
+    "recorded-date": "21-02-2026, 00:35:17",
     "recorded-content": {
       "expected_error_no_replication_set": {
         "Error": {
@@ -4518,7 +4471,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_delete_non_existing_keys_quiet": {
-    "recorded-date": "21-01-2025, 18:31:30",
+    "recorded-date": "21-02-2026, 00:21:28",
     "recorded-content": {
       "deleted-resp": {
         "ResponseMetadata": {
@@ -4529,7 +4482,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3BucketReplication::test_replication_config_without_filter": {
-    "recorded-date": "03-08-2023, 04:13:02",
+    "recorded-date": "21-02-2026, 00:35:10",
     "recorded-content": {
       "expected_error_dest_does_not_exist": {
         "Error": {
@@ -4596,7 +4549,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_s3_sse_validate_kms_key": {
-    "recorded-date": "11-11-2025, 11:12:33",
+    "recorded-date": "21-02-2026, 00:27:56",
     "recorded-content": {
       "create-kms-key": {
         "AWSAccountId": "111111111111",
@@ -4690,7 +4643,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_complete_multipart_parts_order": {
-    "recorded-date": "17-03-2025, 21:30:44",
+    "recorded-date": "21-02-2026, 00:28:13",
     "recorded-content": {
       "upload-part-negative-part-number": {
         "Error": {
@@ -4744,7 +4697,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_put_object_storage_class[STANDARD-True]": {
-    "recorded-date": "21-01-2025, 18:41:18",
+    "recorded-date": "21-02-2026, 00:28:15",
     "recorded-content": {
       "get-object-storage-class": {
         "LastModified": "datetime",
@@ -4773,7 +4726,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_put_object_storage_class[STANDARD_IA-True]": {
-    "recorded-date": "21-01-2025, 18:41:20",
+    "recorded-date": "21-02-2026, 00:28:17",
     "recorded-content": {
       "get-object-storage-class": {
         "LastModified": "datetime",
@@ -4803,7 +4756,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_put_object_storage_class[GLACIER-False]": {
-    "recorded-date": "21-01-2025, 18:41:22",
+    "recorded-date": "21-02-2026, 00:28:19",
     "recorded-content": {
       "get-object-storage-class": {
         "LastModified": "datetime",
@@ -4828,7 +4781,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_put_object_storage_class[GLACIER_IR-True]": {
-    "recorded-date": "21-01-2025, 18:41:24",
+    "recorded-date": "21-02-2026, 00:28:21",
     "recorded-content": {
       "get-object-storage-class": {
         "LastModified": "datetime",
@@ -4858,7 +4811,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_put_object_storage_class[ONEZONE_IA-True]": {
-    "recorded-date": "21-01-2025, 18:41:28",
+    "recorded-date": "21-02-2026, 00:28:25",
     "recorded-content": {
       "get-object-storage-class": {
         "LastModified": "datetime",
@@ -4888,7 +4841,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_put_object_storage_class[INTELLIGENT_TIERING-True]": {
-    "recorded-date": "21-01-2025, 18:41:30",
+    "recorded-date": "21-02-2026, 00:28:27",
     "recorded-content": {
       "get-object-storage-class": {
         "LastModified": "datetime",
@@ -4918,7 +4871,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_put_object_storage_class[DEEP_ARCHIVE-False]": {
-    "recorded-date": "21-01-2025, 18:41:32",
+    "recorded-date": "21-02-2026, 00:28:29",
     "recorded-content": {
       "get-object-storage-class": {
         "LastModified": "datetime",
@@ -4943,7 +4896,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_put_object_storage_class[REDUCED_REDUNDANCY-True]": {
-    "recorded-date": "21-01-2025, 18:41:26",
+    "recorded-date": "21-02-2026, 00:28:23",
     "recorded-content": {
       "get-object-storage-class": {
         "LastModified": "datetime",
@@ -4973,7 +4926,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_put_object_storage_class_outposts": {
-    "recorded-date": "21-01-2025, 18:41:34",
+    "recorded-date": "21-02-2026, 00:28:31",
     "recorded-content": {
       "put-object-outposts": {
         "Error": {
@@ -5000,7 +4953,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PutObjectChecksum::test_s3_get_object_checksum[SHA256]": {
-    "recorded-date": "17-03-2025, 18:28:54",
+    "recorded-date": "21-02-2026, 00:38:16",
     "recorded-content": {
       "put-object": {
         "ChecksumSHA256": "1YQo81vx2VFUl0q5ccWISq8AkSBQQ0WO80S82TmfdIQ=",
@@ -5074,7 +5027,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PutObjectChecksum::test_s3_get_object_checksum[None]": {
-    "recorded-date": "17-03-2025, 18:29:00",
+    "recorded-date": "21-02-2026, 00:38:22",
     "recorded-content": {
       "put-object": {
         "ChecksumCRC32": "lVk/nw==",
@@ -5148,7 +5101,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PutObjectChecksum::test_s3_checksum_with_content_encoding": {
-    "recorded-date": "17-03-2025, 18:29:02",
+    "recorded-date": "21-02-2026, 00:38:24",
     "recorded-content": {
       "put-object": {
         "ChecksumSHA256": "WO7lLNG8Mn/d4GkX4DqZXqeaVHJCN+BxvMNJXLOhukg=",
@@ -5208,12 +5161,12 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3MultipartUploadChecksum::test_multipart_parts_checksum_exceptions_composite": {
-    "recorded-date": "15-06-2025, 17:11:24",
+    "recorded-date": "21-02-2026, 00:40:43",
     "recorded-content": {
       "create-mpu-wrong-checksum-algo": {
         "Error": {
           "Code": "InvalidRequest",
-          "Message": "Checksum algorithm provided is unsupported. Please try again with any of the valid types: [CRC32, CRC32C, SHA1, SHA256]"
+          "Message": "Checksum algorithm provided is unsupported. Please try again with any of the valid types: [CRC32, CRC32C, CRC64NVME, SHA1, SHA256]"
         },
         "ResponseMetadata": {
           "HTTPHeaders": {},
@@ -5261,7 +5214,6 @@
             },
             "Key": "test-multipart-checksum-exc",
             "Owner": {
-              "DisplayName": "display-name",
               "ID": "i-d"
             },
             "StorageClass": "STANDARD",
@@ -5327,7 +5279,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_s3_sse_validate_kms_key_state": {
-    "recorded-date": "11-11-2025, 11:14:44",
+    "recorded-date": "21-02-2026, 00:28:06",
     "recorded-content": {
       "create-kms-key": {
         "AWSAccountId": "111111111111",
@@ -5351,7 +5303,7 @@
       "success-put-object-sse": {
         "ChecksumCRC32": "KHcEKQ==",
         "ChecksumType": "FULL_OBJECT",
-        "ETag": "\"805149e24234f08e83e3a23326ddcc67\"",
+        "ETag": "\"82d933006b334fd100179a6307217cce\"",
         "SSEKMSKeyId": "arn:<partition>:kms:<region>:111111111111:key/<uuid:1>",
         "ServerSideEncryption": "aws:kms",
         "ResponseMetadata": {
@@ -5366,7 +5318,7 @@
         "ChecksumType": "FULL_OBJECT",
         "ContentLength": 8,
         "ContentType": "binary/octet-stream",
-        "ETag": "\"805149e24234f08e83e3a23326ddcc67\"",
+        "ETag": "\"82d933006b334fd100179a6307217cce\"",
         "LastModified": "datetime",
         "Metadata": {},
         "SSEKMSKeyId": "arn:<partition>:kms:<region>:111111111111:key/<uuid:1>",
@@ -5409,7 +5361,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_delete_keys_in_versioned_bucket": {
-    "recorded-date": "21-01-2025, 18:31:34",
+    "recorded-date": "21-02-2026, 00:21:33",
     "recorded-content": {
       "list-objects-v2": {
         "Contents": [
@@ -5456,7 +5408,6 @@
             "Key": "test-key-versioned",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "VersionId": "<version-id:1>"
@@ -5480,7 +5431,6 @@
             "Key": "test-key-versioned",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 12,
@@ -5497,7 +5447,6 @@
             "Key": "test-key-versioned",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 9,
@@ -5514,11 +5463,11 @@
         "Deleted": [
           {
             "Key": "test-key-versioned",
-            "VersionId": "<version-id:2>"
+            "VersionId": "<version-id:3>"
           },
           {
             "Key": "test-key-versioned",
-            "VersionId": "<version-id:3>"
+            "VersionId": "<version-id:2>"
           }
         ],
         "ResponseMetadata": {
@@ -5545,7 +5494,6 @@
             "Key": "test-key-versioned",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "VersionId": "<version-id:1>"
@@ -5580,7 +5528,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_put_object_acl_on_delete_marker": {
-    "recorded-date": "21-01-2025, 18:31:40",
+    "recorded-date": "21-02-2026, 00:21:38",
     "recorded-content": {
       "put-obj-1": {
         "ChecksumCRC32": "Cdox+w==",
@@ -5662,7 +5610,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_get_object_attributes_versioned": {
-    "recorded-date": "21-01-2025, 18:27:33",
+    "recorded-date": "21-02-2026, 00:18:07",
     "recorded-content": {
       "put-obj-v1": {
         "ChecksumCRC32": "WC+ANw==",
@@ -5855,7 +5803,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_s3_multipart_upload_sse": {
-    "recorded-date": "17-03-2025, 21:31:09",
+    "recorded-date": "21-02-2026, 00:28:49",
     "recorded-content": {
       "multi-sse-create-multipart": {
         "Bucket": "<bucket>",
@@ -5872,7 +5820,7 @@
       "multi-sse-upload-part": {
         "BucketKeyEnabled": true,
         "ChecksumCRC32": "KHcEKQ==",
-        "ETag": "\"f14c3faa9237b95312866412ecf80f93\"",
+        "ETag": "\"1a9f0234d9c670a8c2f8b1ceda267641\"",
         "SSEKMSKeyId": "arn:<partition>:kms:<region>:111111111111:key/<SSEKMSKeyId:1>",
         "ServerSideEncryption": "aws:kms",
         "ResponseMetadata": {
@@ -5883,7 +5831,7 @@
       "multi-sse-compete-multipart": {
         "Bucket": "<bucket>",
         "BucketKeyEnabled": true,
-        "ETag": "\"a35f284c9ce41d60640bd70f8069a276-1\"",
+        "ETag": "\"93a0cb8ec20934211e19adabef9a6407-1\"",
         "Key": "test-sse-field-multipart",
         "Location": "<location:1>",
         "SSEKMSKeyId": "arn:<partition>:kms:<region>:111111111111:key/<SSEKMSKeyId:1>",
@@ -5901,7 +5849,7 @@
         "ChecksumType": "FULL_OBJECT",
         "ContentLength": 8,
         "ContentType": "binary/octet-stream",
-        "ETag": "\"a35f284c9ce41d60640bd70f8069a276-1\"",
+        "ETag": "\"93a0cb8ec20934211e19adabef9a6407-1\"",
         "LastModified": "datetime",
         "Metadata": {},
         "SSEKMSKeyId": "arn:<partition>:kms:<region>:111111111111:key/<SSEKMSKeyId:1>",
@@ -5914,7 +5862,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_s3_sse_bucket_key_default": {
-    "recorded-date": "21-01-2025, 18:42:37",
+    "recorded-date": "21-02-2026, 00:28:53",
     "recorded-content": {
       "put-obj-default-before-setting": {
         "ChecksumCRC32": "KHcEKQ==",
@@ -5985,7 +5933,7 @@
         "BucketKeyEnabled": true,
         "ChecksumCRC32": "KHcEKQ==",
         "ChecksumType": "FULL_OBJECT",
-        "ETag": "\"7ebdc638d81c4fcc1479f682db3c21d3\"",
+        "ETag": "\"69a4214580de172e3b6dbfaf0b1aaf4a\"",
         "SSEKMSKeyId": "arn:<partition>:kms:<region>:111111111111:key/<SSEKMSKeyId:1>",
         "ServerSideEncryption": "aws:kms",
         "ResponseMetadata": {
@@ -6001,7 +5949,7 @@
         "ChecksumType": "FULL_OBJECT",
         "ContentLength": 8,
         "ContentType": "binary/octet-stream",
-        "ETag": "\"7ebdc638d81c4fcc1479f682db3c21d3\"",
+        "ETag": "\"69a4214580de172e3b6dbfaf0b1aaf4a\"",
         "LastModified": "datetime",
         "Metadata": {},
         "SSEKMSKeyId": "arn:<partition>:kms:<region>:111111111111:key/<SSEKMSKeyId:1>",
@@ -6014,10 +5962,12 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_s3_sse_default_kms_key": {
-    "recorded-date": "03-04-2023, 22:16:19",
+    "recorded-date": "21-02-2026, 00:43:37",
     "recorded-content": {
       "put-obj-default-kms-s3-key": {
-        "ETag": "\"dbcc38f7b88c4c92ee5f9484d181ff51\"",
+        "ChecksumCRC32": "KHcEKQ==",
+        "ChecksumType": "FULL_OBJECT",
+        "ETag": "\"8c4f00a5f79a9d26aaf8462d148bd5bf\"",
         "SSEKMSKeyId": "arn:<partition>:kms:<region>:111111111111:key/<SSEKMSKeyId:1>",
         "ServerSideEncryption": "aws:kms",
         "ResponseMetadata": {
@@ -6028,9 +5978,11 @@
       "get-obj-default-kms-s3-key": {
         "AcceptRanges": "bytes",
         "Body": "test-sse",
+        "ChecksumCRC32": "KHcEKQ==",
+        "ChecksumType": "FULL_OBJECT",
         "ContentLength": 8,
         "ContentType": "binary/octet-stream",
-        "ETag": "\"dbcc38f7b88c4c92ee5f9484d181ff51\"",
+        "ETag": "\"8c4f00a5f79a9d26aaf8462d148bd5bf\"",
         "LastModified": "datetime",
         "Metadata": {},
         "SSEKMSKeyId": "arn:<partition>:kms:<region>:111111111111:key/<SSEKMSKeyId:1>",
@@ -6041,7 +5993,9 @@
         }
       },
       "put-obj-default-kms-s3-key-bucket-2": {
-        "ETag": "\"9c8f3cc18cd06e60966725b1c5996554\"",
+        "ChecksumCRC32": "KHcEKQ==",
+        "ChecksumType": "FULL_OBJECT",
+        "ETag": "\"59252a09a794c20170ced454936d6299\"",
         "SSEKMSKeyId": "arn:<partition>:kms:<region>:111111111111:key/<SSEKMSKeyId:1>",
         "ServerSideEncryption": "aws:kms",
         "ResponseMetadata": {
@@ -6052,9 +6006,11 @@
       "get-obj-default-kms-s3-key-bucket-2": {
         "AcceptRanges": "bytes",
         "Body": "test-sse",
+        "ChecksumCRC32": "KHcEKQ==",
+        "ChecksumType": "FULL_OBJECT",
         "ContentLength": 8,
         "ContentType": "binary/octet-stream",
-        "ETag": "\"9c8f3cc18cd06e60966725b1c5996554\"",
+        "ETag": "\"59252a09a794c20170ced454936d6299\"",
         "LastModified": "datetime",
         "Metadata": {},
         "SSEKMSKeyId": "arn:<partition>:kms:<region>:111111111111:key/<SSEKMSKeyId:1>",
@@ -6088,7 +6044,9 @@
       },
       "put-obj-default-kms-s3-key-from-bucket": {
         "BucketKeyEnabled": true,
-        "ETag": "\"671ef6aeba0f69c2391cf0a1b094d0aa\"",
+        "ChecksumCRC32": "KHcEKQ==",
+        "ChecksumType": "FULL_OBJECT",
+        "ETag": "\"8a33ac88b9e72b00c035aac8388183f5\"",
         "SSEKMSKeyId": "arn:<partition>:kms:<region>:111111111111:key/<SSEKMSKeyId:1>",
         "ServerSideEncryption": "aws:kms",
         "ResponseMetadata": {
@@ -6100,9 +6058,11 @@
         "AcceptRanges": "bytes",
         "Body": "test-sse",
         "BucketKeyEnabled": true,
+        "ChecksumCRC32": "KHcEKQ==",
+        "ChecksumType": "FULL_OBJECT",
         "ContentLength": 8,
         "ContentType": "binary/octet-stream",
-        "ETag": "\"671ef6aeba0f69c2391cf0a1b094d0aa\"",
+        "ETag": "\"8a33ac88b9e72b00c035aac8388183f5\"",
         "LastModified": "datetime",
         "Metadata": {},
         "SSEKMSKeyId": "arn:<partition>:kms:<region>:111111111111:key/<SSEKMSKeyId:1>",
@@ -6115,7 +6075,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_s3_copy_object_in_place": {
-    "recorded-date": "21-01-2025, 18:29:17",
+    "recorded-date": "21-02-2026, 00:19:24",
     "recorded-content": {
       "put_object": {
         "ChecksumCRC32": "MzVIGw==",
@@ -6163,6 +6123,7 @@
       "copy-object-in-place-with-storage-class": {
         "CopyObjectResult": {
           "ChecksumSHA256": "lyTB4g5uPk1/V+0l+dTvsAblCFkNUoyQ2ll/andcE+U=",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"88bac95f31528d13a072c05f2a1cf371\"",
           "LastModified": "datetime"
         },
@@ -6184,7 +6145,6 @@
         "Grants": [
           {
             "Grantee": {
-              "DisplayName": "<display-name:1>",
               "ID": "<owner-id:1>",
               "Type": "CanonicalUser"
             },
@@ -6192,7 +6152,6 @@
           }
         ],
         "Owner": {
-          "DisplayName": "<display-name:2>",
           "ID": "<owner-id:2>"
         },
         "ResponseMetadata": {
@@ -6213,7 +6172,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_s3_copy_object_in_place_metadata_directive": {
-    "recorded-date": "21-01-2025, 18:29:37",
+    "recorded-date": "21-02-2026, 00:19:45",
     "recorded-content": {
       "put_object": {
         "ChecksumCRC32": "MzVIGw==",
@@ -6253,6 +6212,7 @@
       "copy-replace-directive": {
         "CopyObjectResult": {
           "ChecksumCRC32": "MzVIGw==",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"88bac95f31528d13a072c05f2a1cf371\"",
           "LastModified": "datetime"
         },
@@ -6280,6 +6240,7 @@
       "copy-copy-directive": {
         "CopyObjectResult": {
           "ChecksumCRC32": "MzVIGw==",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"88bac95f31528d13a072c05f2a1cf371\"",
           "LastModified": "datetime"
         },
@@ -6307,6 +6268,7 @@
       "copy-copy-directive-ignore": {
         "CopyObjectResult": {
           "ChecksumCRC32": "MzVIGw==",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"88bac95f31528d13a072c05f2a1cf371\"",
           "LastModified": "datetime"
         },
@@ -6334,6 +6296,7 @@
       "copy-replace-directive-empty": {
         "CopyObjectResult": {
           "ChecksumCRC32": "MzVIGw==",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"88bac95f31528d13a072c05f2a1cf371\"",
           "LastModified": "datetime"
         },
@@ -6359,7 +6322,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_s3_copy_object_in_place_storage_class": {
-    "recorded-date": "21-01-2025, 18:29:28",
+    "recorded-date": "21-02-2026, 00:19:36",
     "recorded-content": {
       "put-object": {
         "ChecksumCRC32": "2H9+DA==",
@@ -6395,6 +6358,7 @@
       "copy-object-in-place-with-storage-class": {
         "CopyObjectResult": {
           "ChecksumCRC32": "2H9+DA==",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"098f6bcd4621d373cade4e832627b4f6\"",
           "LastModified": "datetime"
         },
@@ -6415,13 +6379,13 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_s3_copy_object_in_place_with_encryption": {
-    "recorded-date": "21-01-2025, 18:29:32",
+    "recorded-date": "21-02-2026, 00:19:40",
     "recorded-content": {
       "put-object-with-kms-encryption": {
         "BucketKeyEnabled": true,
         "ChecksumCRC32": "2H9+DA==",
         "ChecksumType": "FULL_OBJECT",
-        "ETag": "\"526373ef70063d48e68f588bbdfec7ef\"",
+        "ETag": "\"b00b3bfc95beb7094e6a43eaa2ca08ab\"",
         "SSEKMSKeyId": "<s-s-e-k-m-s-key-id:1>",
         "ServerSideEncryption": "aws:kms",
         "ResponseMetadata": {
@@ -6434,7 +6398,7 @@
         "BucketKeyEnabled": true,
         "ContentLength": 4,
         "ContentType": "binary/octet-stream",
-        "ETag": "\"526373ef70063d48e68f588bbdfec7ef\"",
+        "ETag": "\"b00b3bfc95beb7094e6a43eaa2ca08ab\"",
         "LastModified": "datetime",
         "Metadata": {},
         "SSEKMSKeyId": "<s-s-e-k-m-s-key-id:1>",
@@ -6447,7 +6411,8 @@
       "copy-object-in-place-with-sse": {
         "CopyObjectResult": {
           "ChecksumCRC32": "2H9+DA==",
-          "ETag": "\"d83cbdabd3c2ff281f17810fd677232c\"",
+          "ChecksumType": "FULL_OBJECT",
+          "ETag": "\"a92b4ea5fde51dc81ab84292dfee0367\"",
           "LastModified": "datetime"
         },
         "SSEKMSKeyId": "<s-s-e-k-m-s-key-id:2>",
@@ -6461,7 +6426,7 @@
         "AcceptRanges": "bytes",
         "ContentLength": 4,
         "ContentType": "binary/octet-stream",
-        "ETag": "\"d83cbdabd3c2ff281f17810fd677232c\"",
+        "ETag": "\"a92b4ea5fde51dc81ab84292dfee0367\"",
         "LastModified": "datetime",
         "Metadata": {},
         "SSEKMSKeyId": "<s-s-e-k-m-s-key-id:2>",
@@ -6474,6 +6439,7 @@
       "copy-object-in-place-without-kms-sse": {
         "CopyObjectResult": {
           "ChecksumCRC32": "2H9+DA==",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"098f6bcd4621d373cade4e832627b4f6\"",
           "LastModified": "datetime"
         },
@@ -6499,6 +6465,7 @@
       "copy-object-in-place-with-aes": {
         "CopyObjectResult": {
           "ChecksumCRC32": "2H9+DA==",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"098f6bcd4621d373cade4e832627b4f6\"",
           "LastModified": "datetime"
         },
@@ -6524,7 +6491,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_s3_copy_object_storage_class": {
-    "recorded-date": "21-01-2025, 18:29:41",
+    "recorded-date": "21-02-2026, 00:19:50",
     "recorded-content": {
       "put-object": {
         "ChecksumCRC32": "2H9+DA==",
@@ -6561,6 +6528,7 @@
       "copy-object-in-place-with-storage-class": {
         "CopyObjectResult": {
           "ChecksumCRC32": "2H9+DA==",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"098f6bcd4621d373cade4e832627b4f6\"",
           "LastModified": "datetime"
         },
@@ -6591,7 +6559,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_s3_copy_metadata_directive_copy": {
-    "recorded-date": "21-01-2025, 18:28:52",
+    "recorded-date": "21-02-2026, 00:18:59",
     "recorded-content": {
       "put-object": {
         "ChecksumCRC32": "2H9+DA==",
@@ -6622,6 +6590,7 @@
       "copy-object": {
         "CopyObjectResult": {
           "ChecksumCRC32": "2H9+DA==",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"098f6bcd4621d373cade4e832627b4f6\"",
           "LastModified": "datetime"
         },
@@ -6650,7 +6619,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_s3_copy_object_in_place_website_redirect_location": {
-    "recorded-date": "21-01-2025, 18:29:39",
+    "recorded-date": "21-02-2026, 00:19:47",
     "recorded-content": {
       "put-object": {
         "ChecksumCRC32": "2H9+DA==",
@@ -6679,6 +6648,7 @@
       "copy-object-in-place-with-website-redirection": {
         "CopyObjectResult": {
           "ChecksumCRC32": "2H9+DA==",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"098f6bcd4621d373cade4e832627b4f6\"",
           "LastModified": "datetime"
         },
@@ -6705,7 +6675,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_copy_in_place_with_bucket_encryption": {
-    "recorded-date": "21-01-2025, 18:29:34",
+    "recorded-date": "21-02-2026, 00:19:42",
     "recorded-content": {
       "put-bucket-encryption": {
         "ResponseMetadata": {
@@ -6726,6 +6696,7 @@
       "copy-obj": {
         "CopyObjectResult": {
           "ChecksumCRC32": "AAAAAA==",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"d41d8cd98f00b204e9800998ecf8427e\"",
           "LastModified": "datetime"
         },
@@ -6738,7 +6709,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PutObjectChecksum::test_s3_get_object_checksum[CRC32]": {
-    "recorded-date": "17-03-2025, 18:28:46",
+    "recorded-date": "21-02-2026, 00:38:07",
     "recorded-content": {
       "put-object": {
         "ChecksumCRC32": "lVk/nw==",
@@ -6812,7 +6783,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PutObjectChecksum::test_s3_get_object_checksum[CRC32C]": {
-    "recorded-date": "17-03-2025, 18:28:48",
+    "recorded-date": "21-02-2026, 00:38:10",
     "recorded-content": {
       "put-object": {
         "ChecksumCRC32C": "Fz3epA==",
@@ -6886,7 +6857,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PutObjectChecksum::test_s3_get_object_checksum[SHA1]": {
-    "recorded-date": "17-03-2025, 18:28:51",
+    "recorded-date": "21-02-2026, 00:38:13",
     "recorded-content": {
       "put-object": {
         "ChecksumSHA1": "jbXkHAsXUrubtL3dqDQ4w+7WXc0=",
@@ -6960,7 +6931,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_s3_analytics_configurations": {
-    "recorded-date": "21-01-2025, 18:42:41",
+    "recorded-date": "21-02-2026, 00:28:57",
     "recorded-content": {
       "put_config_with_storage_analysis_err": {
         "Error": {
@@ -7145,7 +7116,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_s3_intelligent_tier_config": {
-    "recorded-date": "21-01-2025, 19:48:46",
+    "recorded-date": "21-02-2026, 00:29:00",
     "recorded-content": {
       "put_bucket_intelligent_tiering_configuration_err_1`": {
         "Error": {
@@ -7298,7 +7269,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_multipart_no_such_upload": {
-    "recorded-date": "21-01-2025, 18:27:38",
+    "recorded-date": "21-02-2026, 00:18:12",
     "recorded-content": {
       "upload-exc": {
         "Error": {
@@ -7336,7 +7307,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_s3_copy_object_with_checksum[CRC32]": {
-    "recorded-date": "24-01-2025, 19:06:29",
+    "recorded-date": "21-02-2026, 00:19:52",
     "recorded-content": {
       "put-object-no-checksum": {
         "ChecksumCRC32": "MzVIGw==",
@@ -7362,6 +7333,7 @@
       "copy-object-in-place-with-checksum": {
         "CopyObjectResult": {
           "ChecksumCRC32": "MzVIGw==",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"88bac95f31528d13a072c05f2a1cf371\"",
           "LastModified": "datetime"
         },
@@ -7385,6 +7357,7 @@
       "copy-object-to-dest-keep-checksum": {
         "CopyObjectResult": {
           "ChecksumCRC32": "MzVIGw==",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"88bac95f31528d13a072c05f2a1cf371\"",
           "LastModified": "datetime"
         },
@@ -7397,7 +7370,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_s3_copy_object_with_checksum[CRC32C]": {
-    "recorded-date": "24-01-2025, 19:06:31",
+    "recorded-date": "21-02-2026, 00:19:55",
     "recorded-content": {
       "put-object-no-checksum": {
         "ChecksumCRC32": "MzVIGw==",
@@ -7423,6 +7396,7 @@
       "copy-object-in-place-with-checksum": {
         "CopyObjectResult": {
           "ChecksumCRC32C": "078Ilw==",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"88bac95f31528d13a072c05f2a1cf371\"",
           "LastModified": "datetime"
         },
@@ -7446,6 +7420,7 @@
       "copy-object-to-dest-keep-checksum": {
         "CopyObjectResult": {
           "ChecksumCRC32C": "078Ilw==",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"88bac95f31528d13a072c05f2a1cf371\"",
           "LastModified": "datetime"
         },
@@ -7458,7 +7433,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_s3_copy_object_with_checksum[SHA1]": {
-    "recorded-date": "24-01-2025, 19:06:34",
+    "recorded-date": "21-02-2026, 00:19:57",
     "recorded-content": {
       "put-object-no-checksum": {
         "ChecksumCRC32": "MzVIGw==",
@@ -7484,6 +7459,7 @@
       "copy-object-in-place-with-checksum": {
         "CopyObjectResult": {
           "ChecksumSHA1": "5zXdjmjYk4EJ8Cw4PMnQVslCpRQ=",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"88bac95f31528d13a072c05f2a1cf371\"",
           "LastModified": "datetime"
         },
@@ -7507,6 +7483,7 @@
       "copy-object-to-dest-keep-checksum": {
         "CopyObjectResult": {
           "ChecksumSHA1": "5zXdjmjYk4EJ8Cw4PMnQVslCpRQ=",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"88bac95f31528d13a072c05f2a1cf371\"",
           "LastModified": "datetime"
         },
@@ -7519,7 +7496,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_s3_copy_object_with_checksum[SHA256]": {
-    "recorded-date": "24-01-2025, 19:06:36",
+    "recorded-date": "21-02-2026, 00:19:59",
     "recorded-content": {
       "put-object-no-checksum": {
         "ChecksumCRC32": "MzVIGw==",
@@ -7545,6 +7522,7 @@
       "copy-object-in-place-with-checksum": {
         "CopyObjectResult": {
           "ChecksumSHA256": "lyTB4g5uPk1/V+0l+dTvsAblCFkNUoyQ2ll/andcE+U=",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"88bac95f31528d13a072c05f2a1cf371\"",
           "LastModified": "datetime"
         },
@@ -7568,6 +7546,7 @@
       "copy-object-to-dest-keep-checksum": {
         "CopyObjectResult": {
           "ChecksumSHA256": "lyTB4g5uPk1/V+0l+dTvsAblCFkNUoyQ2ll/andcE+U=",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"88bac95f31528d13a072c05f2a1cf371\"",
           "LastModified": "datetime"
         },
@@ -7580,7 +7559,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_put_get_object_special_character[file%2Fname]": {
-    "recorded-date": "21-01-2025, 18:26:42",
+    "recorded-date": "21-02-2026, 00:17:23",
     "recorded-content": {
       "put-object-special-char": {
         "ChecksumCRC32": "2H9+DA==",
@@ -7642,7 +7621,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_put_get_object_special_character[test@key/]": {
-    "recorded-date": "21-01-2025, 18:26:44",
+    "recorded-date": "21-02-2026, 00:17:25",
     "recorded-content": {
       "put-object-special-char": {
         "ChecksumCRC32": "2H9+DA==",
@@ -7704,7 +7683,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_put_get_object_special_character[test%123]": {
-    "recorded-date": "21-01-2025, 18:26:46",
+    "recorded-date": "21-02-2026, 00:17:27",
     "recorded-content": {
       "put-object-special-char": {
         "ChecksumCRC32": "2H9+DA==",
@@ -7766,7 +7745,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_put_get_object_special_character[test%percent]": {
-    "recorded-date": "21-01-2025, 18:26:48",
+    "recorded-date": "21-02-2026, 00:17:29",
     "recorded-content": {
       "put-object-special-char": {
         "ChecksumCRC32": "2H9+DA==",
@@ -7828,7 +7807,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_put_get_object_special_character[test key/]": {
-    "recorded-date": "21-01-2025, 18:26:50",
+    "recorded-date": "21-02-2026, 00:17:31",
     "recorded-content": {
       "put-object-special-char": {
         "ChecksumCRC32": "2H9+DA==",
@@ -7890,7 +7869,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_put_get_object_special_character[test key//]": {
-    "recorded-date": "21-01-2025, 18:26:52",
+    "recorded-date": "21-02-2026, 00:17:33",
     "recorded-content": {
       "put-object-special-char": {
         "ChecksumCRC32": "2H9+DA==",
@@ -7952,7 +7931,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_put_get_object_special_character[test%123/]": {
-    "recorded-date": "21-01-2025, 18:26:54",
+    "recorded-date": "21-02-2026, 00:17:35",
     "recorded-content": {
       "put-object-special-char": {
         "ChecksumCRC32": "2H9+DA==",
@@ -8014,7 +7993,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_put_get_object_special_character[a/%F0%9F%98%80/]": {
-    "recorded-date": "21-01-2025, 18:26:56",
+    "recorded-date": "21-02-2026, 00:17:37",
     "recorded-content": {
       "put-object-special-char": {
         "ChecksumCRC32": "2H9+DA==",
@@ -8076,7 +8055,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_s3_get_object_headers": {
-    "recorded-date": "21-01-2025, 18:42:49",
+    "recorded-date": "21-02-2026, 00:29:04",
     "recorded-content": {
       "if_none_match_err_1": {
         "Code": "304",
@@ -8097,7 +8076,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3BucketLogging::test_put_bucket_logging": {
-    "recorded-date": "12-08-2023, 19:54:07",
+    "recorded-date": "21-02-2026, 00:34:53",
     "recorded-content": {
       "get-bucket-logging-default": {
         "ResponseMetadata": {
@@ -8109,7 +8088,6 @@
         "Grants": [
           {
             "Grantee": {
-              "DisplayName": "display-name",
               "ID": "owner-id",
               "Type": "CanonicalUser"
             },
@@ -8117,7 +8095,6 @@
           }
         ],
         "Owner": {
-          "DisplayName": "display-name",
           "ID": "owner-id"
         },
         "ResponseMetadata": {
@@ -8150,7 +8127,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3BucketLogging::test_put_bucket_logging_accept_wrong_grants": {
-    "recorded-date": "03-08-2023, 04:26:11",
+    "recorded-date": "21-02-2026, 00:34:57",
     "recorded-content": {
       "put-bucket-logging": {
         "ResponseMetadata": {
@@ -8187,7 +8164,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3BucketLogging::test_put_bucket_logging_wrong_target": {
-    "recorded-date": "30-08-2024, 11:31:48",
+    "recorded-date": "21-02-2026, 00:35:00",
     "recorded-content": {
       "put-bucket-logging-different-regions": {
         "Error": {
@@ -8214,7 +8191,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3BucketLifecycle::test_bucket_lifecycle_configuration_object_expiry_versioned": {
-    "recorded-date": "21-01-2025, 18:18:31",
+    "recorded-date": "21-02-2026, 00:33:29",
     "recorded-content": {
       "get-bucket-lifecycle-conf": {
         "Rules": [
@@ -8359,7 +8336,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3BucketLifecycle::test_bucket_lifecycle_multiple_rules": {
-    "recorded-date": "21-01-2025, 18:18:36",
+    "recorded-date": "21-02-2026, 00:33:34",
     "recorded-content": {
       "get-bucket-lifecycle-conf": {
         "Rules": [
@@ -8429,7 +8406,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3BucketLifecycle::test_put_bucket_lifecycle_conf_exc": {
-    "recorded-date": "21-01-2025, 18:18:24",
+    "recorded-date": "21-02-2026, 00:33:22",
     "recorded-content": {
       "missing-id": {
         "Error": {
@@ -8516,7 +8493,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3BucketLifecycle::test_bucket_lifecycle_configuration_date": {
-    "recorded-date": "21-01-2025, 18:18:26",
+    "recorded-date": "21-02-2026, 00:33:24",
     "recorded-content": {
       "get-bucket-lifecycle-conf": {
         "Rules": [
@@ -8538,7 +8515,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3BucketLifecycle::test_bucket_lifecycle_object_size_rules": {
-    "recorded-date": "21-01-2025, 18:18:38",
+    "recorded-date": "21-02-2026, 00:33:37",
     "recorded-content": {
       "get-bucket-lifecycle-conf": {
         "Rules": [
@@ -8600,7 +8577,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3BucketLifecycle::test_bucket_lifecycle_tag_rules": {
-    "recorded-date": "21-01-2025, 18:18:42",
+    "recorded-date": "21-02-2026, 00:33:41",
     "recorded-content": {
       "get-bucket-lifecycle-conf": {
         "Rules": [
@@ -8755,7 +8732,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3BucketLifecycle::test_object_expiry_after_bucket_lifecycle_configuration": {
-    "recorded-date": "21-01-2025, 18:18:33",
+    "recorded-date": "21-02-2026, 00:33:32",
     "recorded-content": {
       "put-object-before": {
         "ChecksumCRC32": "2H9+DA==",
@@ -8824,7 +8801,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_s3_inventory_report_crud": {
-    "recorded-date": "21-01-2025, 18:42:52",
+    "recorded-date": "21-02-2026, 00:29:07",
     "recorded-content": {
       "put-inventory-config": {
         "ResponseMetadata": {
@@ -8909,7 +8886,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_s3_put_inventory_report_exceptions": {
-    "recorded-date": "21-01-2025, 18:42:57",
+    "recorded-date": "21-02-2026, 00:29:11",
     "recorded-content": {
       "wrong-id": {
         "Error": {
@@ -8974,7 +8951,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_put_bucket_inventory_config_order": {
-    "recorded-date": "21-01-2025, 18:43:00",
+    "recorded-date": "21-02-2026, 00:29:15",
     "recorded-content": {
       "list-inventory-config": {
         "InventoryConfigurationList": [
@@ -9073,7 +9050,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3BucketLifecycle::test_lifecycle_expired_object_delete_marker": {
-    "recorded-date": "21-01-2025, 18:18:44",
+    "recorded-date": "21-02-2026, 00:33:43",
     "recorded-content": {
       "get-bucket-lifecycle-conf": {
         "Rules": [
@@ -9116,7 +9093,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_multipart_complete_multipart_too_small": {
-    "recorded-date": "21-01-2025, 18:27:40",
+    "recorded-date": "21-02-2026, 00:18:14",
     "recorded-content": {
       "upload-part1": {
         "ChecksumCRC32": "rfPzYw==",
@@ -9163,7 +9140,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_multipart_complete_multipart_wrong_part": {
-    "recorded-date": "21-01-2025, 18:27:42",
+    "recorded-date": "21-02-2026, 00:18:17",
     "recorded-content": {
       "complete-exc-wrong-part-number": {
         "Error": {
@@ -9194,7 +9171,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_s3_copy_tagging_directive[COPY]": {
-    "recorded-date": "21-01-2025, 18:28:54",
+    "recorded-date": "21-02-2026, 00:19:02",
     "recorded-content": {
       "put-object": {
         "ChecksumCRC32": "2H9+DA==",
@@ -9221,6 +9198,7 @@
       "copy-object": {
         "CopyObjectResult": {
           "ChecksumCRC32": "2H9+DA==",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"098f6bcd4621d373cade4e832627b4f6\"",
           "LastModified": "datetime"
         },
@@ -9245,6 +9223,7 @@
       "copy-object-tag-empty": {
         "CopyObjectResult": {
           "ChecksumCRC32": "2H9+DA==",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"098f6bcd4621d373cade4e832627b4f6\"",
           "LastModified": "datetime"
         },
@@ -9269,7 +9248,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_s3_copy_tagging_directive[REPLACE]": {
-    "recorded-date": "21-01-2025, 18:28:57",
+    "recorded-date": "21-02-2026, 00:19:04",
     "recorded-content": {
       "put-object": {
         "ChecksumCRC32": "2H9+DA==",
@@ -9296,6 +9275,7 @@
       "copy-object": {
         "CopyObjectResult": {
           "ChecksumCRC32": "2H9+DA==",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"098f6bcd4621d373cade4e832627b4f6\"",
           "LastModified": "datetime"
         },
@@ -9320,6 +9300,7 @@
       "copy-object-tag-empty": {
         "CopyObjectResult": {
           "ChecksumCRC32": "2H9+DA==",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"098f6bcd4621d373cade4e832627b4f6\"",
           "LastModified": "datetime"
         },
@@ -9339,7 +9320,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_s3_copy_tagging_directive[None]": {
-    "recorded-date": "21-01-2025, 18:28:59",
+    "recorded-date": "21-02-2026, 00:19:06",
     "recorded-content": {
       "put-object": {
         "ChecksumCRC32": "2H9+DA==",
@@ -9366,6 +9347,7 @@
       "copy-object": {
         "CopyObjectResult": {
           "ChecksumCRC32": "2H9+DA==",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"098f6bcd4621d373cade4e832627b4f6\"",
           "LastModified": "datetime"
         },
@@ -9390,6 +9372,7 @@
       "copy-object-tag-empty": {
         "CopyObjectResult": {
           "ChecksumCRC32": "2H9+DA==",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"098f6bcd4621d373cade4e832627b4f6\"",
           "LastModified": "datetime"
         },
@@ -9414,7 +9397,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_get_object_content_length_with_virtual_host[True]": {
-    "recorded-date": "21-01-2025, 18:43:02",
+    "recorded-date": "21-02-2026, 00:29:17",
     "recorded-content": {
       "get-obj-content-len-headers": {
         "accept-ranges": "bytes",
@@ -9431,7 +9414,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_get_object_content_length_with_virtual_host[False]": {
-    "recorded-date": "21-01-2025, 18:43:04",
+    "recorded-date": "21-02-2026, 00:29:19",
     "recorded-content": {
       "get-obj-content-len-headers": {
         "accept-ranges": "bytes",
@@ -9448,7 +9431,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3ObjectLockRetention::test_s3_object_retention_exc": {
-    "recorded-date": "20-06-2025, 16:29:06",
+    "recorded-date": "21-02-2026, 00:33:51",
     "recorded-content": {
       "put-object-retention-no-bucket": {
         "Error": {
@@ -9547,7 +9530,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3ObjectLockRetention::test_s3_copy_object_retention_lock": {
-    "recorded-date": "21-01-2025, 18:18:00",
+    "recorded-date": "21-02-2026, 00:34:08",
     "recorded-content": {
       "put-source-object": {
         "ChecksumCRC32": "MzVIGw==",
@@ -9579,6 +9562,7 @@
       "copy-lock": {
         "CopyObjectResult": {
           "ChecksumCRC32": "MzVIGw==",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"88bac95f31528d13a072c05f2a1cf371\"",
           "LastModified": "datetime"
         },
@@ -9607,7 +9591,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3ObjectLockRetention::test_s3_object_retention": {
-    "recorded-date": "20-06-2025, 17:02:01",
+    "recorded-date": "21-02-2026, 00:34:06",
     "recorded-content": {
       "put-obj-locked-1": {
         "ChecksumCRC32": "2H9+DA==",
@@ -9705,7 +9689,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3ObjectLockRetention::test_bucket_config_default_retention": {
-    "recorded-date": "20-06-2025, 17:35:52",
+    "recorded-date": "21-02-2026, 00:34:11",
     "recorded-content": {
       "put-lock-config": {
         "ResponseMetadata": {
@@ -9781,7 +9765,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3ObjectLockRetention::test_object_lock_delete_markers": {
-    "recorded-date": "21-01-2025, 18:18:05",
+    "recorded-date": "21-02-2026, 00:34:13",
     "recorded-content": {
       "put-object-with-lock": {
         "ChecksumCRC32": "l5fLBg==",
@@ -9855,7 +9839,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3ObjectLockRetention::test_object_lock_extend_duration": {
-    "recorded-date": "21-01-2025, 18:18:07",
+    "recorded-date": "21-02-2026, 00:34:15",
     "recorded-content": {
       "put-object-with-lock": {
         "ChecksumCRC32": "l5fLBg==",
@@ -9919,7 +9903,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3ObjectLockLegalHold::test_put_get_object_legal_hold": {
-    "recorded-date": "21-01-2025, 18:17:06",
+    "recorded-date": "21-02-2026, 00:34:34",
     "recorded-content": {
       "put-obj": {
         "ChecksumCRC32": "2H9+DA==",
@@ -9981,7 +9965,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3ObjectLockLegalHold::test_put_object_legal_hold_exc": {
-    "recorded-date": "21-01-2025, 18:17:12",
+    "recorded-date": "21-02-2026, 00:34:40",
     "recorded-content": {
       "put-object-legal-hold-no-bucket": {
         "Error": {
@@ -10038,7 +10022,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3ObjectLockLegalHold::test_delete_locked_object": {
-    "recorded-date": "21-01-2025, 18:17:15",
+    "recorded-date": "21-02-2026, 00:34:43",
     "recorded-content": {
       "put-obj": {
         "ChecksumCRC32": "2H9+DA==",
@@ -10090,7 +10074,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3ObjectLockLegalHold::test_s3_legal_hold_lock_versioned": {
-    "recorded-date": "21-01-2025, 18:17:18",
+    "recorded-date": "21-02-2026, 00:34:47",
     "recorded-content": {
       "put-object": {
         "ChecksumCRC32": "2H9+DA==",
@@ -10187,7 +10171,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3ObjectLockLegalHold::test_s3_copy_object_legal_hold": {
-    "recorded-date": "21-01-2025, 18:17:21",
+    "recorded-date": "21-02-2026, 00:34:50",
     "recorded-content": {
       "put-object": {
         "ChecksumCRC32": "MzVIGw==",
@@ -10218,6 +10202,7 @@
       "copy-legal-hold": {
         "CopyObjectResult": {
           "ChecksumCRC32": "MzVIGw==",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"88bac95f31528d13a072c05f2a1cf371\"",
           "LastModified": "datetime"
         },
@@ -10246,7 +10231,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3ObjectLockLegalHold::test_put_object_with_legal_hold": {
-    "recorded-date": "21-01-2025, 18:17:08",
+    "recorded-date": "21-02-2026, 00:34:36",
     "recorded-content": {
       "put-obj": {
         "ChecksumCRC32": "2H9+DA==",
@@ -10283,7 +10268,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_s3_get_object_preconditions[get_object]": {
-    "recorded-date": "21-01-2025, 18:30:04",
+    "recorded-date": "21-02-2026, 00:20:22",
     "recorded-content": {
       "precondition-if-match": {
         "Error": {
@@ -10398,7 +10383,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_s3_get_object_preconditions[head_object]": {
-    "recorded-date": "21-01-2025, 18:30:10",
+    "recorded-date": "21-02-2026, 00:20:28",
     "recorded-content": {
       "precondition-if-match": {
         "Error": {
@@ -10502,7 +10487,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_get_object_part": {
-    "recorded-date": "27-11-2025, 15:28:18",
+    "recorded-date": "21-02-2026, 00:22:58",
     "recorded-content": {
       "multipart-upload": {
         "Bucket": "<bucket:1>",
@@ -10618,7 +10603,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PresignedPost::test_post_object_with_tags[single]": {
-    "recorded-date": "17-03-2025, 20:16:38",
+    "recorded-date": "21-02-2026, 00:35:40",
     "recorded-content": {
       "get-tagging": {
         "TagSet": [
@@ -10635,7 +10620,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PresignedPost::test_post_object_with_tags[list]": {
-    "recorded-date": "17-03-2025, 20:16:39",
+    "recorded-date": "21-02-2026, 00:35:43",
     "recorded-content": {
       "get-tagging": {
         "TagSet": [
@@ -10656,7 +10641,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PresignedPost::test_post_object_with_tags[invalid]": {
-    "recorded-date": "17-03-2025, 20:16:41",
+    "recorded-date": "21-02-2026, 00:35:44",
     "recorded-content": {
       "get-tagging": {
         "TagSet": [],
@@ -10668,7 +10653,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PresignedPost::test_post_object_with_tags[notxml]": {
-    "recorded-date": "17-03-2025, 20:16:43",
+    "recorded-date": "21-02-2026, 00:35:46",
     "recorded-content": {
       "tagging-error": {
         "Error": {
@@ -10681,7 +10666,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PresignedPost::test_post_object_with_metadata": {
-    "recorded-date": "17-03-2025, 21:56:03",
+    "recorded-date": "21-02-2026, 00:35:48",
     "recorded-content": {
       "head-object": {
         "AcceptRanges": "bytes",
@@ -10704,7 +10689,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PresignedPost::test_post_object_with_storage_class": {
-    "recorded-date": "17-03-2025, 20:16:47",
+    "recorded-date": "21-02-2026, 00:35:52",
     "recorded-content": {
       "head-object": {
         "AcceptRanges": "bytes",
@@ -10732,7 +10717,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_s3_object_acl": {
-    "recorded-date": "21-01-2025, 18:30:26",
+    "recorded-date": "21-02-2026, 00:20:45",
     "recorded-content": {
       "put-object-default-acl": {
         "ChecksumCRC32": "AAAAAA==",
@@ -10748,7 +10733,6 @@
         "Grants": [
           {
             "Grantee": {
-              "DisplayName": "<display-name:1>",
               "ID": "<owner-id:1>",
               "Type": "CanonicalUser"
             },
@@ -10756,7 +10740,6 @@
           }
         ],
         "Owner": {
-          "DisplayName": "<display-name:1>",
           "ID": "<owner-id:1>"
         },
         "ResponseMetadata": {
@@ -10774,7 +10757,6 @@
         "Grants": [
           {
             "Grantee": {
-              "DisplayName": "<display-name:1>",
               "ID": "<owner-id:1>",
               "Type": "CanonicalUser"
             },
@@ -10789,7 +10771,6 @@
           }
         ],
         "Owner": {
-          "DisplayName": "<display-name:1>",
           "ID": "<owner-id:1>"
         },
         "ResponseMetadata": {
@@ -10808,7 +10789,6 @@
           }
         ],
         "Owner": {
-          "DisplayName": "<display-name:1>",
           "ID": "<owner-id:1>"
         },
         "ResponseMetadata": {
@@ -10820,7 +10800,6 @@
         "Grants": [
           {
             "Grantee": {
-              "DisplayName": "<display-name:1>",
               "ID": "<owner-id:1>",
               "Type": "CanonicalUser"
             },
@@ -10835,7 +10814,6 @@
           }
         ],
         "Owner": {
-          "DisplayName": "<display-name:1>",
           "ID": "<owner-id:1>"
         },
         "ResponseMetadata": {
@@ -10846,7 +10824,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_s3_object_acl_exceptions": {
-    "recorded-date": "21-01-2025, 18:30:32",
+    "recorded-date": "21-02-2026, 00:20:51",
     "recorded-content": {
       "put-object-canned-acl": {
         "Error": {
@@ -11018,7 +10996,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_empty_bucket_fixture": {
-    "recorded-date": "21-01-2025, 18:43:07",
+    "recorded-date": "21-02-2026, 00:29:22",
     "recorded-content": {
       "list-obj": {
         "Contents": [
@@ -11082,7 +11060,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_bucket_operation_between_regions": {
-    "recorded-date": "21-01-2025, 18:30:52",
+    "recorded-date": "21-02-2026, 00:21:08",
     "recorded-content": {
       "put-website-config-region-1": {
         "ResponseMetadata": {
@@ -11124,7 +11102,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_multipart_overwrite_key": {
-    "recorded-date": "17-03-2025, 21:29:05",
+    "recorded-date": "21-02-2026, 00:22:51",
     "recorded-content": {
       "put-object": {
         "ChecksumCRC32": "B18g1g==",
@@ -11152,7 +11130,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_delete_objects_encoding": {
-    "recorded-date": "21-01-2025, 18:31:37",
+    "recorded-date": "21-02-2026, 00:21:36",
     "recorded-content": {
       "list-objects-before-delete": {
         "Contents": [
@@ -11346,7 +11324,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_url_encoded_key[True]": {
-    "recorded-date": "21-01-2025, 18:27:06",
+    "recorded-date": "21-02-2026, 00:17:52",
     "recorded-content": {
       "list-object-encoded-char": {
         "Contents": [
@@ -11398,7 +11376,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_url_encoded_key[False]": {
-    "recorded-date": "21-01-2025, 18:27:09",
+    "recorded-date": "21-02-2026, 00:17:56",
     "recorded-content": {
       "list-object-encoded-char": {
         "Contents": [
@@ -11515,7 +11493,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PresignedUrl::test_put_url_metadata_with_sig_s3v4[True]": {
-    "recorded-date": "21-01-2025, 18:22:52",
+    "recorded-date": "21-02-2026, 00:29:33",
     "recorded-content": {
       "no-meta-headers": {
         "Error": {
@@ -11558,7 +11536,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PresignedUrl::test_put_url_metadata_with_sig_s3v4[False]": {
-    "recorded-date": "21-01-2025, 18:22:55",
+    "recorded-date": "21-02-2026, 00:29:36",
     "recorded-content": {
       "no-meta-headers": {
         "Error": {
@@ -11601,7 +11579,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PresignedUrl::test_put_url_metadata_with_sig_s3[True]": {
-    "recorded-date": "21-01-2025, 18:22:57",
+    "recorded-date": "21-02-2026, 00:29:39",
     "recorded-content": {
       "head_object": {
         "AcceptRanges": "bytes",
@@ -11633,7 +11611,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PresignedUrl::test_put_url_metadata_with_sig_s3[False]": {
-    "recorded-date": "21-01-2025, 18:22:59",
+    "recorded-date": "21-02-2026, 00:29:41",
     "recorded-content": {
       "head_object": {
         "AcceptRanges": "bytes",
@@ -11665,7 +11643,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PresignedUrl::test_presigned_url_v4_x_amz_in_qs": {
-    "recorded-date": "17-03-2025, 21:32:11",
+    "recorded-date": "21-02-2026, 00:31:46",
     "recorded-content": {
       "head-object": {
         "AcceptRanges": "bytes",
@@ -11687,7 +11665,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_object_with_slashes_in_key[True]": {
-    "recorded-date": "21-01-2025, 18:26:32",
+    "recorded-date": "21-02-2026, 00:17:13",
     "recorded-content": {
       "list-objects-slashes": {
         "Contents": [
@@ -11739,7 +11717,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_object_with_slashes_in_key[False]": {
-    "recorded-date": "21-01-2025, 18:26:36",
+    "recorded-date": "21-02-2026, 00:17:16",
     "recorded-content": {
       "list-objects-slashes": {
         "Contents": [
@@ -11791,7 +11769,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3BucketLogging::test_put_bucket_logging_cross_locations": {
-    "recorded-date": "29-08-2024, 15:58:14",
+    "recorded-date": "21-02-2026, 00:35:04",
     "recorded-content": {
       "put-bucket-logging-cross-us-east-1": {
         "Error": {
@@ -11819,7 +11797,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_copy_object_special_character": {
-    "recorded-date": "21-01-2025, 18:27:00",
+    "recorded-date": "21-02-2026, 00:17:46",
     "recorded-content": {
       "put-object-src-special-char-file%2Fname": {
         "ChecksumCRC32": "2H9+DA==",
@@ -11834,6 +11812,7 @@
       "copy-object-special-char-file%2Fname": {
         "CopyObjectResult": {
           "ChecksumCRC32": "2H9+DA==",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"098f6bcd4621d373cade4e832627b4f6\"",
           "LastModified": "datetime"
         },
@@ -11856,6 +11835,7 @@
       "copy-object-special-char-test@key/": {
         "CopyObjectResult": {
           "ChecksumCRC32": "2H9+DA==",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"098f6bcd4621d373cade4e832627b4f6\"",
           "LastModified": "datetime"
         },
@@ -11878,6 +11858,7 @@
       "copy-object-special-char-test key/": {
         "CopyObjectResult": {
           "ChecksumCRC32": "2H9+DA==",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"098f6bcd4621d373cade4e832627b4f6\"",
           "LastModified": "datetime"
         },
@@ -11900,6 +11881,7 @@
       "copy-object-special-char-test key//": {
         "CopyObjectResult": {
           "ChecksumCRC32": "2H9+DA==",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"098f6bcd4621d373cade4e832627b4f6\"",
           "LastModified": "datetime"
         },
@@ -11922,6 +11904,7 @@
       "copy-object-special-char-a/%F0%9F%98%80/": {
         "CopyObjectResult": {
           "ChecksumCRC32": "2H9+DA==",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"098f6bcd4621d373cade4e832627b4f6\"",
           "LastModified": "datetime"
         },
@@ -11944,6 +11927,7 @@
       "copy-object-special-char-test+key": {
         "CopyObjectResult": {
           "ChecksumCRC32": "2H9+DA==",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"098f6bcd4621d373cade4e832627b4f6\"",
           "LastModified": "datetime"
         },
@@ -12036,7 +12020,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PresignedPost::test_post_object_with_wrong_content_type": {
-    "recorded-date": "17-03-2025, 20:16:49",
+    "recorded-date": "21-02-2026, 00:35:54",
     "recorded-content": {
       "invalid-content-type-error": {
         "Error": {
@@ -12050,7 +12034,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PresignedPost::test_post_object_with_file_as_string": {
-    "recorded-date": "17-03-2025, 20:16:51",
+    "recorded-date": "21-02-2026, 00:35:58",
     "recorded-content": {
       "head-object": {
         "AcceptRanges": "bytes",
@@ -12104,7 +12088,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_s3_copy_object_wrong_format": {
-    "recorded-date": "21-01-2025, 18:29:58",
+    "recorded-date": "21-02-2026, 00:20:16",
     "recorded-content": {
       "copy-object-wrong-copy-source": {
         "Error": {
@@ -12121,7 +12105,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_s3_copy_object_in_place_versioned": {
-    "recorded-date": "21-01-2025, 18:29:22",
+    "recorded-date": "21-02-2026, 00:19:29",
     "recorded-content": {
       "put_object": {
         "ChecksumCRC32": "MzVIGw==",
@@ -12172,6 +12156,7 @@
       "copy-in-place-versioned": {
         "CopyObjectResult": {
           "ChecksumCRC32": "MzVIGw==",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"88bac95f31528d13a072c05f2a1cf371\"",
           "LastModified": "datetime"
         },
@@ -12219,6 +12204,7 @@
       "copy-in-place-versioned-suspended": {
         "CopyObjectResult": {
           "ChecksumCRC32": "MzVIGw==",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"88bac95f31528d13a072c05f2a1cf371\"",
           "LastModified": "datetime"
         },
@@ -12280,6 +12266,7 @@
       "copy-in-place-versioned-re-enabled": {
         "CopyObjectResult": {
           "ChecksumCRC32": "MzVIGw==",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"88bac95f31528d13a072c05f2a1cf371\"",
           "LastModified": "datetime"
         },
@@ -12293,7 +12280,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PresignedPost::test_post_object_policy_validation_size": {
-    "recorded-date": "17-03-2025, 20:17:02",
+    "recorded-date": "21-02-2026, 00:36:08",
     "recorded-content": {
       "invalid-content-length-too-big": {
         "Error": {
@@ -12342,7 +12329,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PresignedPost::test_post_object_policy_conditions_validation_eq": {
-    "recorded-date": "17-03-2025, 20:16:55",
+    "recorded-date": "21-02-2026, 00:36:02",
     "recorded-content": {
       "invalid-condition-eq": {
         "Error": {
@@ -12413,7 +12400,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PresignedPost::test_post_object_policy_conditions_validation_starts_with": {
-    "recorded-date": "17-03-2025, 20:16:58",
+    "recorded-date": "21-02-2026, 00:36:05",
     "recorded-content": {
       "invalid-condition-starts-with": {
         "Error": {
@@ -12466,7 +12453,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PresignedPost::test_presigned_post_with_different_user_credentials": {
-    "recorded-date": "17-03-2025, 20:17:16",
+    "recorded-date": "21-02-2026, 00:36:22",
     "recorded-content": {
       "get-obj": {
         "AcceptRanges": "bytes",
@@ -12487,7 +12474,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PresignedUrl::test_presigned_double_encoded_credentials": {
-    "recorded-date": "21-01-2025, 18:23:03",
+    "recorded-date": "21-02-2026, 00:29:49",
     "recorded-content": {
       "error-malformed": {
         "Error": {
@@ -12500,7 +12487,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_s3_copy_object_in_place_suspended_only": {
-    "recorded-date": "21-01-2025, 18:29:26",
+    "recorded-date": "21-02-2026, 00:19:34",
     "recorded-content": {
       "put_object": {
         "ChecksumCRC32": "MzVIGw==",
@@ -12530,6 +12517,7 @@
       "copy-in-place-non-versioned": {
         "CopyObjectResult": {
           "ChecksumCRC32": "MzVIGw==",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"88bac95f31528d13a072c05f2a1cf371\"",
           "LastModified": "datetime"
         },
@@ -12573,6 +12561,7 @@
       "copy-in-place-versioned-suspended": {
         "CopyObjectResult": {
           "ChecksumCRC32": "MzVIGw==",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"88bac95f31528d13a072c05f2a1cf371\"",
           "LastModified": "datetime"
         },
@@ -12619,6 +12608,7 @@
       "copy-in-place-versioned-suspended-twice": {
         "CopyObjectResult": {
           "ChecksumCRC32": "MzVIGw==",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"88bac95f31528d13a072c05f2a1cf371\"",
           "LastModified": "datetime"
         },
@@ -12632,7 +12622,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_get_object_attributes_with_space": {
-    "recorded-date": "21-01-2025, 18:27:30",
+    "recorded-date": "21-02-2026, 00:18:04",
     "recorded-content": {
       "get-attrs-with-whitespace": {
         "GetObjectAttributesResponse": {
@@ -12661,7 +12651,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PutObjectChecksum::test_s3_checksum_no_algorithm": {
-    "recorded-date": "17-03-2025, 18:29:05",
+    "recorded-date": "21-02-2026, 00:38:27",
     "recorded-content": {
       "put-wrong-checksum": {
         "Error": {
@@ -12711,7 +12701,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3SSECEncryption::test_put_object_validation_sse_c": {
-    "recorded-date": "21-01-2025, 18:16:18",
+    "recorded-date": "21-02-2026, 00:36:33",
     "recorded-content": {
       "put-obj-sse-c-both-encryption": {
         "Error": {
@@ -12740,7 +12730,6 @@
       "put-obj-sse-c-no-algo": {
         "Error": {
           "ArgumentName": "x-amz-server-side-encryption",
-          "ArgumentValue": "null",
           "Code": "InvalidArgument",
           "Message": "Requests specifying Server Side Encryption with Customer provided keys must provide a valid encryption algorithm."
         },
@@ -12752,7 +12741,6 @@
       "put-obj-sse-c-no-key": {
         "Error": {
           "ArgumentName": "x-amz-server-side-encryption",
-          "ArgumentValue": "null",
           "Code": "InvalidArgument",
           "Message": "Requests specifying Server Side Encryption with Customer provided keys must provide an appropriate secret key."
         },
@@ -12764,7 +12752,6 @@
       "put-obj-sse-c-no-md5": {
         "Error": {
           "ArgumentName": "x-amz-server-side-encryption",
-          "ArgumentValue": "null",
           "Code": "InvalidArgument",
           "Message": "The secret key was invalid for the specified algorithm."
         },
@@ -12776,7 +12763,6 @@
       "put-obj-sse-c-wrong-key-size": {
         "Error": {
           "ArgumentName": "x-amz-server-side-encryption",
-          "ArgumentValue": "null",
           "Code": "InvalidArgument",
           "Message": "The secret key was invalid for the specified algorithm."
         },
@@ -12788,7 +12774,6 @@
       "put-obj-sse-c-bad-md5": {
         "Error": {
           "ArgumentName": "x-amz-server-side-encryption",
-          "ArgumentValue": "null",
           "Code": "InvalidArgument",
           "Message": "The calculated MD5 hash of the key did not match the hash that was provided."
         },
@@ -12800,12 +12785,12 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3SSECEncryption::test_object_retrieval_sse_c": {
-    "recorded-date": "22-01-2025, 14:21:49",
+    "recorded-date": "21-02-2026, 00:36:37",
     "recorded-content": {
       "put-obj-sse-c": {
         "ChecksumCRC32": "qIrZrA==",
         "ChecksumType": "FULL_OBJECT",
-        "ETag": "\"7f021303b8ca8e5af2c5ee7bf1e96a18\"",
+        "ETag": "\"b68bda5295f8e709f07a0ab89d752f16\"",
         "SSECustomerAlgorithm": "AES256",
         "SSECustomerKeyMD5": "JMwgiexXqwuPqIPjYFmIZQ==",
         "ResponseMetadata": {
@@ -12890,7 +12875,6 @@
       "get-obj-sse-c-wrong-key-size": {
         "Error": {
           "ArgumentName": "x-amz-server-side-encryption",
-          "ArgumentValue": "null",
           "Code": "InvalidArgument",
           "Message": "The secret key was invalid for the specified algorithm."
         },
@@ -12902,7 +12886,6 @@
       "get-obj-sse-c-bad-md5": {
         "Error": {
           "ArgumentName": "x-amz-server-side-encryption",
-          "ArgumentValue": "null",
           "Code": "InvalidArgument",
           "Message": "The calculated MD5 hash of the key did not match the hash that was provided."
         },
@@ -12914,12 +12897,12 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3SSECEncryption::test_copy_object_with_sse_c": {
-    "recorded-date": "21-01-2025, 18:16:26",
+    "recorded-date": "21-02-2026, 00:36:41",
     "recorded-content": {
       "put-obj-sse-c": {
         "ChecksumCRC32": "qIrZrA==",
         "ChecksumType": "FULL_OBJECT",
-        "ETag": "\"9e12596cb25a080bf57d9655b61cce93\"",
+        "ETag": "\"b876fdc9f53c719dd2a6130ba9715a69\"",
         "SSECustomerAlgorithm": "AES256",
         "SSECustomerKeyMD5": "JMwgiexXqwuPqIPjYFmIZQ==",
         "ResponseMetadata": {
@@ -12930,6 +12913,7 @@
       "copy-obj-sse-c-target-no-sse-c": {
         "CopyObjectResult": {
           "ChecksumCRC32": "qIrZrA==",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"6af8307c2460f2d208ad254f04be4b0d\"",
           "LastModified": "datetime"
         },
@@ -12942,7 +12926,8 @@
       "copy-obj-sse-c": {
         "CopyObjectResult": {
           "ChecksumCRC32": "qIrZrA==",
-          "ETag": "\"f8c18b77e4724f2b67755eb07ca0d417\"",
+          "ChecksumType": "FULL_OBJECT",
+          "ETag": "\"5e04d65f8c04ad2392df8d14c98443a5\"",
           "LastModified": "datetime"
         },
         "SSECustomerAlgorithm": "AES256",
@@ -13011,7 +12996,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3SSECEncryption::test_multipart_upload_sse_c": {
-    "recorded-date": "17-03-2025, 22:55:35",
+    "recorded-date": "21-02-2026, 00:36:47",
     "recorded-content": {
       "create-mpu-sse-c": {
         "Bucket": "bucket",
@@ -13026,7 +13011,7 @@
       },
       "upload-part-0": {
         "ChecksumCRC32": "NRU+Sw==",
-        "ETag": "\"55725a011e3346d563c0704e1619e91c\"",
+        "ETag": "\"cf96b8ba9d9e9e6349399eb3fc08a3f7\"",
         "SSECustomerAlgorithm": "AES256",
         "SSECustomerKeyMD5": "JMwgiexXqwuPqIPjYFmIZQ==",
         "ResponseMetadata": {
@@ -13036,7 +13021,7 @@
       },
       "upload-part-1": {
         "ChecksumCRC32": "NRU+Sw==",
-        "ETag": "\"5a89fb15ffa5db577508d72fe9d5b61d\"",
+        "ETag": "\"baa1d9ab47364489d4954efe66a37864\"",
         "SSECustomerAlgorithm": "AES256",
         "SSECustomerKeyMD5": "JMwgiexXqwuPqIPjYFmIZQ==",
         "ResponseMetadata": {
@@ -13046,7 +13031,7 @@
       },
       "upload-part-2": {
         "ChecksumCRC32": "NRU+Sw==",
-        "ETag": "\"000a293bf05bdb2787a36ffe787ba40e\"",
+        "ETag": "\"6e7021813aee13e435eeaff924b9160c\"",
         "SSECustomerAlgorithm": "AES256",
         "SSECustomerKeyMD5": "JMwgiexXqwuPqIPjYFmIZQ==",
         "ResponseMetadata": {
@@ -13065,25 +13050,24 @@
         "MaxParts": 1000,
         "NextPartNumberMarker": 3,
         "Owner": {
-          "DisplayName": "display-name",
           "ID": "i-d"
         },
         "PartNumberMarker": 0,
         "Parts": [
           {
-            "ETag": "\"55725a011e3346d563c0704e1619e91c\"",
+            "ETag": "\"cf96b8ba9d9e9e6349399eb3fc08a3f7\"",
             "LastModified": "datetime",
             "PartNumber": 1,
             "Size": 5242881
           },
           {
-            "ETag": "\"5a89fb15ffa5db577508d72fe9d5b61d\"",
+            "ETag": "\"baa1d9ab47364489d4954efe66a37864\"",
             "LastModified": "datetime",
             "PartNumber": 2,
             "Size": 5242881
           },
           {
-            "ETag": "\"000a293bf05bdb2787a36ffe787ba40e\"",
+            "ETag": "\"6e7021813aee13e435eeaff924b9160c\"",
             "LastModified": "datetime",
             "PartNumber": 3,
             "Size": 5242881
@@ -13098,7 +13082,7 @@
       },
       "complete-multipart-checksum": {
         "Bucket": "bucket",
-        "ETag": "\"8d8dff3df79d195957f14d81d054538e-3\"",
+        "ETag": "\"2d296eb6540ecd21430c385336c5dc9c-3\"",
         "Key": "test-sse-c-multipart",
         "Location": "<location:1>",
         "ResponseMetadata": {
@@ -13121,7 +13105,7 @@
         "Body": "",
         "ContentLength": 15728643,
         "ContentType": "binary/octet-stream",
-        "ETag": "\"8d8dff3df79d195957f14d81d054538e-3\"",
+        "ETag": "\"2d296eb6540ecd21430c385336c5dc9c-3\"",
         "LastModified": "datetime",
         "Metadata": {},
         "SSECustomerAlgorithm": "AES256",
@@ -13134,7 +13118,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3SSECEncryption::test_multipart_upload_sse_c_validation": {
-    "recorded-date": "21-01-2025, 18:16:43",
+    "recorded-date": "21-02-2026, 00:36:50",
     "recorded-content": {
       "create-mpu-no-sse-c": {
         "Bucket": "bucket",
@@ -13190,12 +13174,12 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3SSECEncryption::test_put_object_lifecycle_with_sse_c": {
-    "recorded-date": "21-01-2025, 18:16:15",
+    "recorded-date": "21-02-2026, 00:36:30",
     "recorded-content": {
       "put-obj-sse-c": {
         "ChecksumCRC32": "qIrZrA==",
         "ChecksumType": "FULL_OBJECT",
-        "ETag": "\"1339c8b8d4cf4416490531cabb5b5963\"",
+        "ETag": "\"b84c1aee7b2787381547d4277d117b01\"",
         "SSECustomerAlgorithm": "AES256",
         "SSECustomerKeyMD5": "JMwgiexXqwuPqIPjYFmIZQ==",
         "ResponseMetadata": {
@@ -13207,7 +13191,7 @@
         "AcceptRanges": "bytes",
         "ContentLength": 9,
         "ContentType": "binary/octet-stream",
-        "ETag": "\"1339c8b8d4cf4416490531cabb5b5963\"",
+        "ETag": "\"b84c1aee7b2787381547d4277d117b01\"",
         "LastModified": "datetime",
         "Metadata": {},
         "SSECustomerAlgorithm": "AES256",
@@ -13224,7 +13208,7 @@
         "ChecksumType": "FULL_OBJECT",
         "ContentLength": 9,
         "ContentType": "binary/octet-stream",
-        "ETag": "\"1339c8b8d4cf4416490531cabb5b5963\"",
+        "ETag": "\"b84c1aee7b2787381547d4277d117b01\"",
         "LastModified": "datetime",
         "Metadata": {},
         "SSECustomerAlgorithm": "AES256",
@@ -13235,7 +13219,7 @@
         }
       },
       "get-obj-attrs-sse-c": {
-        "ETag": "1339c8b8d4cf4416490531cabb5b5963",
+        "ETag": "b84c1aee7b2787381547d4277d117b01",
         "LastModified": "datetime",
         "ObjectSize": 9,
         "ResponseMetadata": {
@@ -13252,12 +13236,12 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3SSECEncryption::test_sse_c_with_versioning": {
-    "recorded-date": "21-01-2025, 18:16:46",
+    "recorded-date": "21-02-2026, 00:36:53",
     "recorded-content": {
       "put-obj-sse-c-version-1": {
         "ChecksumCRC32": "gQ5gbg==",
         "ChecksumType": "FULL_OBJECT",
-        "ETag": "\"2e00061193ff6efbafd20ee93b0898f2\"",
+        "ETag": "\"5e8209fe441f4c01aa50431ca1dbbc59\"",
         "SSECustomerAlgorithm": "AES256",
         "SSECustomerKeyMD5": "JMwgiexXqwuPqIPjYFmIZQ==",
         "VersionId": "<version-id:1>",
@@ -13269,7 +13253,7 @@
       "put-obj-sse-c-version-2": {
         "ChecksumCRC32": "GAcx1A==",
         "ChecksumType": "FULL_OBJECT",
-        "ETag": "\"5e5d63b0148e2c6dc33e7d3316be8581\"",
+        "ETag": "\"715fb6e9472d58a780ca13f8b0ac891e\"",
         "SSECustomerAlgorithm": "AES256",
         "SSECustomerKeyMD5": "KoitZ78ZSAQHz4+gxDpJqQ==",
         "VersionId": "<version-id:2>",
@@ -13285,7 +13269,7 @@
         "ChecksumType": "FULL_OBJECT",
         "ContentLength": 8,
         "ContentType": "binary/octet-stream",
-        "ETag": "\"5e5d63b0148e2c6dc33e7d3316be8581\"",
+        "ETag": "\"715fb6e9472d58a780ca13f8b0ac891e\"",
         "LastModified": "datetime",
         "Metadata": {},
         "SSECustomerAlgorithm": "AES256",
@@ -13303,7 +13287,7 @@
         "ChecksumType": "FULL_OBJECT",
         "ContentLength": 8,
         "ContentType": "binary/octet-stream",
-        "ETag": "\"5e5d63b0148e2c6dc33e7d3316be8581\"",
+        "ETag": "\"715fb6e9472d58a780ca13f8b0ac891e\"",
         "LastModified": "datetime",
         "Metadata": {},
         "SSECustomerAlgorithm": "AES256",
@@ -13331,7 +13315,7 @@
         "ChecksumType": "FULL_OBJECT",
         "ContentLength": 8,
         "ContentType": "binary/octet-stream",
-        "ETag": "\"2e00061193ff6efbafd20ee93b0898f2\"",
+        "ETag": "\"5e8209fe441f4c01aa50431ca1dbbc59\"",
         "LastModified": "datetime",
         "Metadata": {},
         "SSECustomerAlgorithm": "AES256",
@@ -13345,7 +13329,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_s3_copy_tagging_directive_versioned[COPY]": {
-    "recorded-date": "21-01-2025, 18:29:02",
+    "recorded-date": "21-02-2026, 00:19:10",
     "recorded-content": {
       "put-object": {
         "ChecksumCRC32": "2H9+DA==",
@@ -13398,6 +13382,7 @@
       "copy-object": {
         "CopyObjectResult": {
           "ChecksumCRC32": "BnpCOA==",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"c814444dd0b31747f0a59e12a5351daa\"",
           "LastModified": "datetime"
         },
@@ -13425,6 +13410,7 @@
       "copy-object-tag-empty": {
         "CopyObjectResult": {
           "ChecksumCRC32": "BnpCOA==",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"c814444dd0b31747f0a59e12a5351daa\"",
           "LastModified": "datetime"
         },
@@ -13452,6 +13438,7 @@
       "copy-object-v1": {
         "CopyObjectResult": {
           "ChecksumCRC32": "2H9+DA==",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"098f6bcd4621d373cade4e832627b4f6\"",
           "LastModified": "datetime"
         },
@@ -13479,6 +13466,7 @@
       "copy-object-tag-empty-v1": {
         "CopyObjectResult": {
           "ChecksumCRC32": "2H9+DA==",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"098f6bcd4621d373cade4e832627b4f6\"",
           "LastModified": "datetime"
         },
@@ -13506,7 +13494,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_s3_copy_tagging_directive_versioned[REPLACE]": {
-    "recorded-date": "21-01-2025, 18:29:06",
+    "recorded-date": "21-02-2026, 00:19:14",
     "recorded-content": {
       "put-object": {
         "ChecksumCRC32": "2H9+DA==",
@@ -13559,6 +13547,7 @@
       "copy-object": {
         "CopyObjectResult": {
           "ChecksumCRC32": "BnpCOA==",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"c814444dd0b31747f0a59e12a5351daa\"",
           "LastModified": "datetime"
         },
@@ -13586,6 +13575,7 @@
       "copy-object-tag-empty": {
         "CopyObjectResult": {
           "ChecksumCRC32": "BnpCOA==",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"c814444dd0b31747f0a59e12a5351daa\"",
           "LastModified": "datetime"
         },
@@ -13608,6 +13598,7 @@
       "copy-object-v1": {
         "CopyObjectResult": {
           "ChecksumCRC32": "2H9+DA==",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"098f6bcd4621d373cade4e832627b4f6\"",
           "LastModified": "datetime"
         },
@@ -13635,6 +13626,7 @@
       "copy-object-tag-empty-v1": {
         "CopyObjectResult": {
           "ChecksumCRC32": "2H9+DA==",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"098f6bcd4621d373cade4e832627b4f6\"",
           "LastModified": "datetime"
         },
@@ -13657,7 +13649,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_s3_copy_tagging_directive_versioned[None]": {
-    "recorded-date": "21-01-2025, 18:29:10",
+    "recorded-date": "21-02-2026, 00:19:18",
     "recorded-content": {
       "put-object": {
         "ChecksumCRC32": "2H9+DA==",
@@ -13710,6 +13702,7 @@
       "copy-object": {
         "CopyObjectResult": {
           "ChecksumCRC32": "BnpCOA==",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"c814444dd0b31747f0a59e12a5351daa\"",
           "LastModified": "datetime"
         },
@@ -13737,6 +13730,7 @@
       "copy-object-tag-empty": {
         "CopyObjectResult": {
           "ChecksumCRC32": "BnpCOA==",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"c814444dd0b31747f0a59e12a5351daa\"",
           "LastModified": "datetime"
         },
@@ -13764,6 +13758,7 @@
       "copy-object-v1": {
         "CopyObjectResult": {
           "ChecksumCRC32": "2H9+DA==",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"098f6bcd4621d373cade4e832627b4f6\"",
           "LastModified": "datetime"
         },
@@ -13791,6 +13786,7 @@
       "copy-object-tag-empty-v1": {
         "CopyObjectResult": {
           "ChecksumCRC32": "2H9+DA==",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"098f6bcd4621d373cade4e832627b4f6\"",
           "LastModified": "datetime"
         },
@@ -13818,10 +13814,11 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_region_header_exists_outside_us_east_1": {
-    "recorded-date": "21-01-2025, 18:26:20",
+    "recorded-date": "21-02-2026, 00:16:55",
     "recorded-content": {
       "head_bucket": {
         "AccessPointAlias": false,
+        "BucketArn": "arn:<partition>:s3:::<bucket-name:1>",
         "BucketRegion": "<region>",
         "ResponseMetadata": {
           "HTTPHeaders": {},
@@ -13843,7 +13840,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_get_bucket_policy": {
-    "recorded-date": "21-01-2025, 18:27:51",
+    "recorded-date": "21-02-2026, 00:18:28",
     "recorded-content": {
       "get-bucket-policy-no-such-bucket-policy": {
         "Error": {
@@ -13907,7 +13904,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_delete_bucket_policy": {
-    "recorded-date": "21-01-2025, 18:28:06",
+    "recorded-date": "21-02-2026, 00:18:46",
     "recorded-content": {
       "delete-bucket-policy": {
         "ResponseMetadata": {
@@ -13929,7 +13926,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_put_bucket_policy": {
-    "recorded-date": "21-01-2025, 18:27:58",
+    "recorded-date": "21-02-2026, 00:18:36",
     "recorded-content": {
       "put-bucket-policy": {
         "ResponseMetadata": {
@@ -13959,7 +13956,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_delete_bucket_policy_expected_bucket_owner": {
-    "recorded-date": "21-01-2025, 18:50:24",
+    "recorded-date": "21-02-2026, 00:18:49",
     "recorded-content": {
       "delete-bucket-policy-with-expected-bucket-owner-error": {
         "Error": {
@@ -13990,7 +13987,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_put_bucket_policy_expected_bucket_owner": {
-    "recorded-date": "21-01-2025, 18:50:21",
+    "recorded-date": "21-02-2026, 00:18:39",
     "recorded-content": {
       "put-bucket-policy-with-expected-bucket-owner-error": {
         "Error": {
@@ -14011,7 +14008,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_get_bucket_policy_invalid_account_id[0000]": {
-    "recorded-date": "21-01-2025, 18:27:52",
+    "recorded-date": "21-02-2026, 00:18:30",
     "recorded-content": {
       "get-bucket-policy-invalid-bucket-owner": {
         "Error": {
@@ -14026,7 +14023,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_get_bucket_policy_invalid_account_id[0000000000020]": {
-    "recorded-date": "21-01-2025, 18:27:53",
+    "recorded-date": "21-02-2026, 00:18:31",
     "recorded-content": {
       "get-bucket-policy-invalid-bucket-owner": {
         "Error": {
@@ -14041,7 +14038,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_get_bucket_policy_invalid_account_id[abcd]": {
-    "recorded-date": "21-01-2025, 18:27:55",
+    "recorded-date": "21-02-2026, 00:18:33",
     "recorded-content": {
       "get-bucket-policy-invalid-bucket-owner": {
         "Error": {
@@ -14056,7 +14053,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_get_bucket_policy_invalid_account_id[aa000000000$]": {
-    "recorded-date": "21-01-2025, 18:27:56",
+    "recorded-date": "21-02-2026, 00:18:34",
     "recorded-content": {
       "get-bucket-policy-invalid-bucket-owner": {
         "Error": {
@@ -14071,7 +14068,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_put_bucket_policy_invalid_account_id[0000]": {
-    "recorded-date": "21-01-2025, 18:28:00",
+    "recorded-date": "21-02-2026, 00:18:40",
     "recorded-content": {
       "put-bucket-policy-invalid-bucket-owner": {
         "Error": {
@@ -14086,7 +14083,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_put_bucket_policy_invalid_account_id[0000000000020]": {
-    "recorded-date": "21-01-2025, 18:28:01",
+    "recorded-date": "21-02-2026, 00:18:41",
     "recorded-content": {
       "put-bucket-policy-invalid-bucket-owner": {
         "Error": {
@@ -14101,7 +14098,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_put_bucket_policy_invalid_account_id[abcd]": {
-    "recorded-date": "21-01-2025, 18:28:03",
+    "recorded-date": "21-02-2026, 00:18:43",
     "recorded-content": {
       "put-bucket-policy-invalid-bucket-owner": {
         "Error": {
@@ -14116,7 +14113,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_put_bucket_policy_invalid_account_id[aa000000000$]": {
-    "recorded-date": "21-01-2025, 18:28:04",
+    "recorded-date": "21-02-2026, 00:18:44",
     "recorded-content": {
       "put-bucket-policy-invalid-bucket-owner": {
         "Error": {
@@ -14131,7 +14128,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PutObjectChecksum::test_s3_get_object_checksum[CRC64NVME]": {
-    "recorded-date": "17-03-2025, 18:28:57",
+    "recorded-date": "21-02-2026, 00:38:19",
     "recorded-content": {
       "put-object": {
         "ChecksumCRC64NVME": "1f2xscCCZCU=",
@@ -14205,7 +14202,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_put_get_object_single_character_trailing_slash": {
-    "recorded-date": "22-01-2025, 19:05:31",
+    "recorded-date": "21-02-2026, 00:17:40",
     "recorded-content": {
       "put-object-single-char-a/": {
         "ChecksumCRC32": "2H9+DA==",
@@ -14335,7 +14332,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_s3_copy_object_with_checksum[CRC64NVME]": {
-    "recorded-date": "24-01-2025, 19:06:38",
+    "recorded-date": "21-02-2026, 00:20:02",
     "recorded-content": {
       "put-object-no-checksum": {
         "ChecksumCRC32": "MzVIGw==",
@@ -14361,6 +14358,7 @@
       "copy-object-in-place-with-checksum": {
         "CopyObjectResult": {
           "ChecksumCRC64NVME": "pX30eiUx5C0=",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"88bac95f31528d13a072c05f2a1cf371\"",
           "LastModified": "datetime"
         },
@@ -14384,6 +14382,7 @@
       "copy-object-to-dest-keep-checksum": {
         "CopyObjectResult": {
           "ChecksumCRC64NVME": "pX30eiUx5C0=",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"88bac95f31528d13a072c05f2a1cf371\"",
           "LastModified": "datetime"
         },
@@ -14396,7 +14395,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PutObjectChecksum::test_put_object_checksum[CRC64NVME]": {
-    "recorded-date": "17-03-2025, 18:28:43",
+    "recorded-date": "21-02-2026, 00:38:04",
     "recorded-content": {
       "put-wrong-checksum-no-b64": {
         "Error": {
@@ -14480,7 +14479,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PutObjectChecksum::test_s3_checksum_no_automatic_sdk_calculation": {
-    "recorded-date": "17-03-2025, 22:25:43",
+    "recorded-date": "21-02-2026, 00:38:31",
     "recorded-content": {
       "wrong-checksum": {
         "Error": {
@@ -14564,6 +14563,7 @@
       "copy-obj-default-checksum": {
         "CopyObjectResult": {
           "ChecksumCRC64NVME": "qUVrWYOrIAM=",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"e6d9226c2a86b7232933663c13467527\"",
           "LastModified": "datetime"
         },
@@ -14587,7 +14587,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3MultipartUploadChecksum::test_complete_multipart_parts_checksum_composite[CRC32]": {
-    "recorded-date": "07-07-2025, 17:39:49",
+    "recorded-date": "21-02-2026, 00:38:39",
     "recorded-content": {
       "create-mpu-checksum": {
         "Bucket": "bucket",
@@ -14641,7 +14641,6 @@
         "MaxParts": 1000,
         "NextPartNumberMarker": 3,
         "Owner": {
-          "DisplayName": "display-name",
           "ID": "i-d"
         },
         "PartNumberMarker": 0,
@@ -14680,7 +14679,7 @@
           "Code": "InvalidPart",
           "ETag": "c4c753e69bb853187f5854c46cf801c6",
           "Message": "One or more of the specified parts could not be found.  The part may not have been uploaded, or the specified entity tag may not match the part's entity tag.",
-          "PartNumber": "2",
+          "PartNumber": "1",
           "UploadId": "<upload-id:1>"
         },
         "ResponseMetadata": {
@@ -14781,6 +14780,7 @@
       "copy-obj-checksum": {
         "CopyObjectResult": {
           "ChecksumCRC32": "qSEQSA==",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"a0397ee2df08832642af5d7e57c5760c\"",
           "LastModified": "datetime"
         },
@@ -14823,7 +14823,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3MultipartUploadChecksum::test_complete_multipart_parts_checksum_composite[CRC32C]": {
-    "recorded-date": "07-07-2025, 17:40:10",
+    "recorded-date": "21-02-2026, 00:38:48",
     "recorded-content": {
       "create-mpu-checksum": {
         "Bucket": "bucket",
@@ -14877,7 +14877,6 @@
         "MaxParts": 1000,
         "NextPartNumberMarker": 3,
         "Owner": {
-          "DisplayName": "display-name",
           "ID": "i-d"
         },
         "PartNumberMarker": 0,
@@ -14916,7 +14915,7 @@
           "Code": "InvalidPart",
           "ETag": "c4c753e69bb853187f5854c46cf801c6",
           "Message": "One or more of the specified parts could not be found.  The part may not have been uploaded, or the specified entity tag may not match the part's entity tag.",
-          "PartNumber": "1",
+          "PartNumber": "2",
           "UploadId": "<upload-id:1>"
         },
         "ResponseMetadata": {
@@ -15017,6 +15016,7 @@
       "copy-obj-checksum": {
         "CopyObjectResult": {
           "ChecksumCRC32C": "eTdAQA==",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"a0397ee2df08832642af5d7e57c5760c\"",
           "LastModified": "datetime"
         },
@@ -15059,7 +15059,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3MultipartUploadChecksum::test_complete_multipart_parts_checksum_composite[SHA1]": {
-    "recorded-date": "07-07-2025, 17:40:50",
+    "recorded-date": "21-02-2026, 00:38:55",
     "recorded-content": {
       "create-mpu-checksum": {
         "Bucket": "bucket",
@@ -15113,7 +15113,6 @@
         "MaxParts": 1000,
         "NextPartNumberMarker": 3,
         "Owner": {
-          "DisplayName": "display-name",
           "ID": "i-d"
         },
         "PartNumberMarker": 0,
@@ -15150,9 +15149,9 @@
       "complete-multipart-wrong-parts-checksum": {
         "Error": {
           "Code": "InvalidPart",
-          "ETag": "c4c753e69bb853187f5854c46cf801c6",
+          "ETag": "e09c80c42fda55f9d992e59ca6b3307d",
           "Message": "One or more of the specified parts could not be found.  The part may not have been uploaded, or the specified entity tag may not match the part's entity tag.",
-          "PartNumber": "2",
+          "PartNumber": "3",
           "UploadId": "<upload-id:1>"
         },
         "ResponseMetadata": {
@@ -15253,6 +15252,7 @@
       "copy-obj-checksum": {
         "CopyObjectResult": {
           "ChecksumSHA1": "eIC+AqBqApUmeqCBQ+9n8OVTP+8=",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"a0397ee2df08832642af5d7e57c5760c\"",
           "LastModified": "datetime"
         },
@@ -15295,7 +15295,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3MultipartUploadChecksum::test_complete_multipart_parts_checksum_composite[SHA256]": {
-    "recorded-date": "07-07-2025, 17:41:10",
+    "recorded-date": "21-02-2026, 00:39:02",
     "recorded-content": {
       "create-mpu-checksum": {
         "Bucket": "bucket",
@@ -15349,7 +15349,6 @@
         "MaxParts": 1000,
         "NextPartNumberMarker": 3,
         "Owner": {
-          "DisplayName": "display-name",
           "ID": "i-d"
         },
         "PartNumberMarker": 0,
@@ -15386,9 +15385,9 @@
       "complete-multipart-wrong-parts-checksum": {
         "Error": {
           "Code": "InvalidPart",
-          "ETag": "c4c753e69bb853187f5854c46cf801c6",
+          "ETag": "e09c80c42fda55f9d992e59ca6b3307d",
           "Message": "One or more of the specified parts could not be found.  The part may not have been uploaded, or the specified entity tag may not match the part's entity tag.",
-          "PartNumber": "1",
+          "PartNumber": "3",
           "UploadId": "<upload-id:1>"
         },
         "ResponseMetadata": {
@@ -15489,6 +15488,7 @@
       "copy-obj-checksum": {
         "CopyObjectResult": {
           "ChecksumSHA256": "0+991zqhqOQ5J2EdwChmHIeC1dXXuJzaCritTzqVGDw=",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"a0397ee2df08832642af5d7e57c5760c\"",
           "LastModified": "datetime"
         },
@@ -15531,7 +15531,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3MultipartUploadChecksum::test_multipart_checksum_type_compatibility[COMPOSITE-CRC32]": {
-    "recorded-date": "15-06-2025, 17:09:49",
+    "recorded-date": "21-02-2026, 00:39:03",
     "recorded-content": {
       "create-mpu-checksum": {
         "Bucket": "bucket",
@@ -15548,7 +15548,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3MultipartUploadChecksum::test_multipart_checksum_type_compatibility[COMPOSITE-CRC32C]": {
-    "recorded-date": "15-06-2025, 17:09:50",
+    "recorded-date": "21-02-2026, 00:39:05",
     "recorded-content": {
       "create-mpu-checksum": {
         "Bucket": "bucket",
@@ -15565,7 +15565,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3MultipartUploadChecksum::test_multipart_checksum_type_compatibility[COMPOSITE-SHA1]": {
-    "recorded-date": "15-06-2025, 17:09:52",
+    "recorded-date": "21-02-2026, 00:39:06",
     "recorded-content": {
       "create-mpu-checksum": {
         "Bucket": "bucket",
@@ -15582,7 +15582,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3MultipartUploadChecksum::test_multipart_checksum_type_compatibility[COMPOSITE-SHA256]": {
-    "recorded-date": "15-06-2025, 17:09:53",
+    "recorded-date": "21-02-2026, 00:39:07",
     "recorded-content": {
       "create-mpu-checksum": {
         "Bucket": "bucket",
@@ -15599,7 +15599,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3MultipartUploadChecksum::test_multipart_checksum_type_compatibility[COMPOSITE-CRC64NVME]": {
-    "recorded-date": "15-06-2025, 17:09:54",
+    "recorded-date": "21-02-2026, 00:39:08",
     "recorded-content": {
       "create-mpu-checksum-exc": {
         "Error": {
@@ -15614,7 +15614,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3MultipartUploadChecksum::test_multipart_checksum_type_compatibility[FULL_OBJECT-CRC32]": {
-    "recorded-date": "15-06-2025, 17:09:56",
+    "recorded-date": "21-02-2026, 00:39:10",
     "recorded-content": {
       "create-mpu-checksum": {
         "Bucket": "bucket",
@@ -15631,7 +15631,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3MultipartUploadChecksum::test_multipart_checksum_type_compatibility[FULL_OBJECT-CRC32C]": {
-    "recorded-date": "15-06-2025, 17:09:57",
+    "recorded-date": "21-02-2026, 00:39:11",
     "recorded-content": {
       "create-mpu-checksum": {
         "Bucket": "bucket",
@@ -15648,7 +15648,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3MultipartUploadChecksum::test_multipart_checksum_type_compatibility[FULL_OBJECT-SHA1]": {
-    "recorded-date": "15-06-2025, 17:09:58",
+    "recorded-date": "21-02-2026, 00:39:12",
     "recorded-content": {
       "create-mpu-checksum-exc": {
         "Error": {
@@ -15663,7 +15663,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3MultipartUploadChecksum::test_multipart_checksum_type_compatibility[FULL_OBJECT-SHA256]": {
-    "recorded-date": "15-06-2025, 17:10:00",
+    "recorded-date": "21-02-2026, 00:39:14",
     "recorded-content": {
       "create-mpu-checksum-exc": {
         "Error": {
@@ -15678,7 +15678,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3MultipartUploadChecksum::test_multipart_checksum_type_compatibility[FULL_OBJECT-CRC64NVME]": {
-    "recorded-date": "15-06-2025, 17:10:01",
+    "recorded-date": "21-02-2026, 00:39:16",
     "recorded-content": {
       "create-mpu-checksum": {
         "Bucket": "bucket",
@@ -15695,7 +15695,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3MultipartUploadChecksum::test_multipart_checksum_type_default_for_checksum[CRC32]": {
-    "recorded-date": "15-06-2025, 17:10:03",
+    "recorded-date": "21-02-2026, 00:39:17",
     "recorded-content": {
       "create-mpu-default-checksum-type": {
         "Bucket": "bucket",
@@ -15712,7 +15712,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3MultipartUploadChecksum::test_multipart_checksum_type_default_for_checksum[CRC32C]": {
-    "recorded-date": "15-06-2025, 17:10:04",
+    "recorded-date": "21-02-2026, 00:39:18",
     "recorded-content": {
       "create-mpu-default-checksum-type": {
         "Bucket": "bucket",
@@ -15729,7 +15729,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3MultipartUploadChecksum::test_multipart_checksum_type_default_for_checksum[SHA1]": {
-    "recorded-date": "15-06-2025, 17:10:05",
+    "recorded-date": "21-02-2026, 00:39:19",
     "recorded-content": {
       "create-mpu-default-checksum-type": {
         "Bucket": "bucket",
@@ -15746,7 +15746,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3MultipartUploadChecksum::test_multipart_checksum_type_default_for_checksum[SHA256]": {
-    "recorded-date": "15-06-2025, 17:10:07",
+    "recorded-date": "21-02-2026, 00:39:21",
     "recorded-content": {
       "create-mpu-default-checksum-type": {
         "Bucket": "bucket",
@@ -15763,7 +15763,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3MultipartUploadChecksum::test_multipart_checksum_type_default_for_checksum[CRC64NVME]": {
-    "recorded-date": "15-06-2025, 17:10:08",
+    "recorded-date": "21-02-2026, 00:39:22",
     "recorded-content": {
       "create-mpu-default-checksum-type": {
         "Bucket": "bucket",
@@ -15780,7 +15780,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3MultipartUploadChecksum::test_complete_multipart_parts_checksum_full_object[CRC32]": {
-    "recorded-date": "07-07-2025, 17:41:34",
+    "recorded-date": "21-02-2026, 00:40:50",
     "recorded-content": {
       "create-mpu-checksum": {
         "Bucket": "bucket",
@@ -15834,7 +15834,6 @@
         "MaxParts": 1000,
         "NextPartNumberMarker": 3,
         "Owner": {
-          "DisplayName": "display-name",
           "ID": "i-d"
         },
         "PartNumberMarker": 0,
@@ -15943,6 +15942,7 @@
       "copy-obj-checksum": {
         "CopyObjectResult": {
           "ChecksumCRC32": "qSEQSA==",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"a0397ee2df08832642af5d7e57c5760c\"",
           "LastModified": "datetime"
         },
@@ -15983,7 +15983,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3MultipartUploadChecksum::test_complete_multipart_parts_checksum_full_object[CRC32C]": {
-    "recorded-date": "07-07-2025, 17:41:53",
+    "recorded-date": "21-02-2026, 00:40:57",
     "recorded-content": {
       "create-mpu-checksum": {
         "Bucket": "bucket",
@@ -16037,7 +16037,6 @@
         "MaxParts": 1000,
         "NextPartNumberMarker": 3,
         "Owner": {
-          "DisplayName": "display-name",
           "ID": "i-d"
         },
         "PartNumberMarker": 0,
@@ -16076,7 +16075,7 @@
           "Code": "InvalidPart",
           "ETag": "c4c753e69bb853187f5854c46cf801c6",
           "Message": "One or more of the specified parts could not be found.  The part may not have been uploaded, or the specified entity tag may not match the part's entity tag.",
-          "PartNumber": "2",
+          "PartNumber": "1",
           "UploadId": "<upload-id:1>"
         },
         "ResponseMetadata": {
@@ -16146,6 +16145,7 @@
       "copy-obj-checksum": {
         "CopyObjectResult": {
           "ChecksumCRC32C": "eTdAQA==",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"a0397ee2df08832642af5d7e57c5760c\"",
           "LastModified": "datetime"
         },
@@ -16186,7 +16186,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3MultipartUploadChecksum::test_complete_multipart_parts_checksum_full_object[CRC64NVME]": {
-    "recorded-date": "07-07-2025, 17:42:04",
+    "recorded-date": "21-02-2026, 00:41:04",
     "recorded-content": {
       "create-mpu-checksum": {
         "Bucket": "bucket",
@@ -16240,7 +16240,6 @@
         "MaxParts": 1000,
         "NextPartNumberMarker": 3,
         "Owner": {
-          "DisplayName": "display-name",
           "ID": "i-d"
         },
         "PartNumberMarker": 0,
@@ -16349,6 +16348,7 @@
       "copy-obj-checksum": {
         "CopyObjectResult": {
           "ChecksumCRC64NVME": "ZMNX55lZurA=",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"a0397ee2df08832642af5d7e57c5760c\"",
           "LastModified": "datetime"
         },
@@ -16389,7 +16389,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3MultipartUploadChecksum::test_multipart_parts_checksum_exceptions_full_object": {
-    "recorded-date": "15-06-2025, 17:12:51",
+    "recorded-date": "21-02-2026, 00:42:04",
     "recorded-content": {
       "create-mpu-no-checksum-algo-with-type": {
         "Error": {
@@ -16432,7 +16432,6 @@
             },
             "Key": "test-multipart-checksum-exc",
             "Owner": {
-              "DisplayName": "display-name",
               "ID": "i-d"
             },
             "StorageClass": "STANDARD",
@@ -16551,7 +16550,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3MultipartUploadChecksum::test_complete_multipart_parts_checksum_default": {
-    "recorded-date": "15-06-2025, 17:12:56",
+    "recorded-date": "21-02-2026, 00:42:09",
     "recorded-content": {
       "create-mpu-no-checksum": {
         "Bucket": "bucket",
@@ -16580,7 +16579,6 @@
             },
             "Key": "test-multipart-checksum",
             "Owner": {
-              "DisplayName": "display-name",
               "ID": "i-d"
             },
             "StorageClass": "STANDARD",
@@ -16612,7 +16610,6 @@
         "MaxParts": 1000,
         "NextPartNumberMarker": 1,
         "Owner": {
-          "DisplayName": "display-name",
           "ID": "i-d"
         },
         "PartNumberMarker": 0,
@@ -16739,6 +16736,7 @@
       "copy-obj-checksum": {
         "CopyObjectResult": {
           "ChecksumCRC64NVME": "Rnr2/5P7Gsk=",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"47bce5c74f589f4867dbd57e9ca9f808\"",
           "LastModified": "datetime"
         },
@@ -16763,7 +16761,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3MultipartUploadChecksum::test_multipart_size_validation": {
-    "recorded-date": "15-06-2025, 17:13:01",
+    "recorded-date": "21-02-2026, 00:42:14",
     "recorded-content": {
       "create-mpu": {
         "Bucket": "bucket",
@@ -16822,7 +16820,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3MultipartUploadChecksum::test_multipart_upload_part_checksum_exception[CRC32]": {
-    "recorded-date": "15-06-2025, 17:10:17",
+    "recorded-date": "21-02-2026, 00:39:37",
     "recorded-content": {
       "put-wrong-checksum-no-b64": {
         "Error": {
@@ -16847,7 +16845,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3MultipartUploadChecksum::test_multipart_upload_part_checksum_exception[CRC32C]": {
-    "recorded-date": "15-06-2025, 17:10:27",
+    "recorded-date": "21-02-2026, 00:39:48",
     "recorded-content": {
       "put-wrong-checksum-no-b64": {
         "Error": {
@@ -16872,7 +16870,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3MultipartUploadChecksum::test_multipart_upload_part_checksum_exception[SHA1]": {
-    "recorded-date": "15-06-2025, 17:10:44",
+    "recorded-date": "21-02-2026, 00:40:02",
     "recorded-content": {
       "put-wrong-checksum-no-b64": {
         "Error": {
@@ -16897,7 +16895,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3MultipartUploadChecksum::test_multipart_upload_part_checksum_exception[SHA256]": {
-    "recorded-date": "15-06-2025, 17:10:59",
+    "recorded-date": "21-02-2026, 00:40:15",
     "recorded-content": {
       "put-wrong-checksum-no-b64": {
         "Error": {
@@ -16922,7 +16920,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3MultipartUploadChecksum::test_multipart_upload_part_checksum_exception[CRC64NVME]": {
-    "recorded-date": "15-06-2025, 17:11:10",
+    "recorded-date": "21-02-2026, 00:40:29",
     "recorded-content": {
       "put-wrong-checksum-no-b64": {
         "Error": {
@@ -16947,7 +16945,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3BucketLifecycle::test_s3_transition_default_minimum_object_size": {
-    "recorded-date": "03-02-2025, 10:15:23",
+    "recorded-date": "21-02-2026, 00:33:46",
     "recorded-content": {
       "varies-by-storage": {
         "TransitionDefaultMinimumObjectSize": "varies_by_storage_class",
@@ -17040,7 +17038,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3MultipartUploadChecksum::test_complete_multipart_parts_checksum_full_object_default": {
-    "recorded-date": "15-06-2025, 17:12:58",
+    "recorded-date": "21-02-2026, 00:42:11",
     "recorded-content": {
       "create-mpu-checksum-crc64": {
         "Bucket": "bucket",
@@ -17125,7 +17123,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PresignedPost::test_post_object_default_checksum": {
-    "recorded-date": "17-03-2025, 21:46:24",
+    "recorded-date": "21-02-2026, 00:35:55",
     "recorded-content": {
       "head-object": {
         "AcceptRanges": "bytes",
@@ -17145,7 +17143,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_s3_copy_object_with_default_checksum[CRC32]": {
-    "recorded-date": "17-03-2025, 22:17:03",
+    "recorded-date": "21-02-2026, 00:20:04",
     "recorded-content": {
       "put-object-no-checksum": {
         "ChecksumCRC32": "MzVIGw==",
@@ -17171,6 +17169,7 @@
       "copy-object-in-place-with-no-checksum": {
         "CopyObjectResult": {
           "ChecksumCRC32": "MzVIGw==",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"88bac95f31528d13a072c05f2a1cf371\"",
           "LastModified": "datetime"
         },
@@ -17194,6 +17193,7 @@
       "copy-object-to-dest-keep-checksum": {
         "CopyObjectResult": {
           "ChecksumCRC32": "MzVIGw==",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"88bac95f31528d13a072c05f2a1cf371\"",
           "LastModified": "datetime"
         },
@@ -17217,7 +17217,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_s3_copy_object_with_default_checksum[CRC32C]": {
-    "recorded-date": "17-03-2025, 22:17:06",
+    "recorded-date": "21-02-2026, 00:20:07",
     "recorded-content": {
       "put-object-no-checksum": {
         "ChecksumCRC32C": "078Ilw==",
@@ -17243,6 +17243,7 @@
       "copy-object-in-place-with-no-checksum": {
         "CopyObjectResult": {
           "ChecksumCRC32C": "078Ilw==",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"88bac95f31528d13a072c05f2a1cf371\"",
           "LastModified": "datetime"
         },
@@ -17266,6 +17267,7 @@
       "copy-object-to-dest-keep-checksum": {
         "CopyObjectResult": {
           "ChecksumCRC32C": "078Ilw==",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"88bac95f31528d13a072c05f2a1cf371\"",
           "LastModified": "datetime"
         },
@@ -17289,7 +17291,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_s3_copy_object_with_default_checksum[SHA1]": {
-    "recorded-date": "17-03-2025, 22:17:08",
+    "recorded-date": "21-02-2026, 00:20:09",
     "recorded-content": {
       "put-object-no-checksum": {
         "ChecksumSHA1": "5zXdjmjYk4EJ8Cw4PMnQVslCpRQ=",
@@ -17315,6 +17317,7 @@
       "copy-object-in-place-with-no-checksum": {
         "CopyObjectResult": {
           "ChecksumSHA1": "5zXdjmjYk4EJ8Cw4PMnQVslCpRQ=",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"88bac95f31528d13a072c05f2a1cf371\"",
           "LastModified": "datetime"
         },
@@ -17338,6 +17341,7 @@
       "copy-object-to-dest-keep-checksum": {
         "CopyObjectResult": {
           "ChecksumSHA1": "5zXdjmjYk4EJ8Cw4PMnQVslCpRQ=",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"88bac95f31528d13a072c05f2a1cf371\"",
           "LastModified": "datetime"
         },
@@ -17361,7 +17365,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_s3_copy_object_with_default_checksum[SHA256]": {
-    "recorded-date": "17-03-2025, 22:17:11",
+    "recorded-date": "21-02-2026, 00:20:12",
     "recorded-content": {
       "put-object-no-checksum": {
         "ChecksumSHA256": "lyTB4g5uPk1/V+0l+dTvsAblCFkNUoyQ2ll/andcE+U=",
@@ -17387,6 +17391,7 @@
       "copy-object-in-place-with-no-checksum": {
         "CopyObjectResult": {
           "ChecksumSHA256": "lyTB4g5uPk1/V+0l+dTvsAblCFkNUoyQ2ll/andcE+U=",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"88bac95f31528d13a072c05f2a1cf371\"",
           "LastModified": "datetime"
         },
@@ -17410,6 +17415,7 @@
       "copy-object-to-dest-keep-checksum": {
         "CopyObjectResult": {
           "ChecksumSHA256": "lyTB4g5uPk1/V+0l+dTvsAblCFkNUoyQ2ll/andcE+U=",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"88bac95f31528d13a072c05f2a1cf371\"",
           "LastModified": "datetime"
         },
@@ -17433,7 +17439,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_s3_copy_object_with_default_checksum[CRC64NVME]": {
-    "recorded-date": "17-03-2025, 22:17:13",
+    "recorded-date": "21-02-2026, 00:20:14",
     "recorded-content": {
       "put-object-no-checksum": {
         "ChecksumCRC64NVME": "pX30eiUx5C0=",
@@ -17459,6 +17465,7 @@
       "copy-object-in-place-with-no-checksum": {
         "CopyObjectResult": {
           "ChecksumCRC64NVME": "pX30eiUx5C0=",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"88bac95f31528d13a072c05f2a1cf371\"",
           "LastModified": "datetime"
         },
@@ -17482,6 +17489,7 @@
       "copy-object-to-dest-keep-checksum": {
         "CopyObjectResult": {
           "ChecksumCRC64NVME": "pX30eiUx5C0=",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"88bac95f31528d13a072c05f2a1cf371\"",
           "LastModified": "datetime"
         },
@@ -17505,7 +17513,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3SSECEncryption::test_put_object_default_checksum_with_sse_c": {
-    "recorded-date": "17-03-2025, 23:22:53",
+    "recorded-date": "21-02-2026, 00:36:56",
     "recorded-content": {
       "head-obj-sse-c": {
         "AcceptRanges": "bytes",
@@ -17513,7 +17521,7 @@
         "ChecksumType": "FULL_OBJECT",
         "ContentLength": 11,
         "ContentType": "binary/octet-stream",
-        "ETag": "\"14838aba23aac65c8befbb53acf51014\"",
+        "ETag": "\"a5d8837e2a881c286b90c0586f2869de\"",
         "LastModified": "datetime",
         "Metadata": {},
         "SSECustomerAlgorithm": "AES256",
@@ -17530,7 +17538,7 @@
         "ChecksumType": "FULL_OBJECT",
         "ContentLength": 11,
         "ContentType": "binary/octet-stream",
-        "ETag": "\"14838aba23aac65c8befbb53acf51014\"",
+        "ETag": "\"a5d8837e2a881c286b90c0586f2869de\"",
         "LastModified": "datetime",
         "Metadata": {},
         "SSECustomerAlgorithm": "AES256",
@@ -17545,7 +17553,7 @@
           "ChecksumCRC64NVME": "qUVrWYOrIAM=",
           "ChecksumType": "FULL_OBJECT"
         },
-        "ETag": "14838aba23aac65c8befbb53acf51014",
+        "ETag": "a5d8837e2a881c286b90c0586f2869de",
         "LastModified": "datetime",
         "ResponseMetadata": {
           "HTTPHeaders": {},
@@ -17555,7 +17563,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3MultipartUploadChecksum::test_multipart_upload_part_copy_checksum[COMPOSITE]": {
-    "recorded-date": "16-06-2025, 10:53:39",
+    "recorded-date": "21-02-2026, 00:42:17",
     "recorded-content": {
       "put-object": {
         "ChecksumCRC32": "nG7pIA==",
@@ -17604,7 +17612,6 @@
         "MaxParts": 1000,
         "NextPartNumberMarker": 1,
         "Owner": {
-          "DisplayName": "display-name",
           "ID": "i-d"
         },
         "PartNumberMarker": 0,
@@ -17697,7 +17704,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3MultipartUploadChecksum::test_multipart_upload_part_copy_checksum[FULL_OBJECT]": {
-    "recorded-date": "16-06-2025, 10:53:42",
+    "recorded-date": "21-02-2026, 00:42:20",
     "recorded-content": {
       "put-object": {
         "ChecksumCRC32": "nG7pIA==",
@@ -17746,7 +17753,6 @@
         "MaxParts": 1000,
         "NextPartNumberMarker": 1,
         "Owner": {
-          "DisplayName": "display-name",
           "ID": "i-d"
         },
         "PartNumberMarker": 0,
@@ -17828,7 +17834,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3ObjectLockRetention::test_s3_object_retention_compliance_mode": {
-    "recorded-date": "20-06-2025, 17:19:56",
+    "recorded-date": "21-02-2026, 00:34:29",
     "recorded-content": {
       "put-obj-locked-1": {
         "ChecksumCRC32": "2H9+DA==",
@@ -17905,7 +17911,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3ObjectLockRetention::test_s3_object_lock_mode_validation": {
-    "recorded-date": "20-06-2025, 17:33:40",
+    "recorded-date": "21-02-2026, 00:34:32",
     "recorded-content": {
       "put-obj-locked-error-no-retain-date": {
         "Error": {
@@ -17956,7 +17962,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_get_object_part_checksum[COMPOSITE]": {
-    "recorded-date": "07-07-2025, 18:23:54",
+    "recorded-date": "21-02-2026, 00:23:01",
     "recorded-content": {
       "create-mpu-checksum": {
         "Bucket": "<bucket:1>",
@@ -18030,7 +18036,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_get_object_part_checksum[FULL_OBJECT]": {
-    "recorded-date": "07-07-2025, 18:23:57",
+    "recorded-date": "21-02-2026, 00:23:03",
     "recorded-content": {
       "create-mpu-checksum": {
         "Bucket": "<bucket:1>",
@@ -18104,7 +18110,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_s3_object_expires": {
-    "recorded-date": "22-07-2025, 14:00:54",
+    "recorded-date": "21-02-2026, 00:20:54",
     "recorded-content": {
       "put-object-expires-future": {
         "ChecksumCRC32": "jHNlIQ==",
@@ -18195,7 +18201,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_create_bucket_aws_global": {
-    "recorded-date": "13-10-2025, 14:05:41",
+    "recorded-date": "21-02-2026, 00:23:28",
     "recorded-content": {
       "xml-error-create-bucket": {
         "Error": {
@@ -18207,6 +18213,7 @@
         }
       },
       "create-bucket-global": {
+        "BucketArn": "arn:<partition>:s3:::<bucket-name-1>",
         "Location": "/<bucket-name-1>",
         "ResponseMetadata": {
           "HTTPHeaders": {},
@@ -18215,6 +18222,7 @@
       },
       "head-bucket-global": {
         "AccessPointAlias": false,
+        "BucketArn": "arn:<partition>:s3:::<bucket-name-1>",
         "BucketRegion": "<us_east_1_region>",
         "ResponseMetadata": {
           "HTTPHeaders": {},
@@ -18231,13 +18239,13 @@
       "list-buckets": {
         "Buckets": [
           {
+            "BucketArn": "arn:<partition>:s3:::<bucket-name-1>",
             "BucketRegion": "<us_east_1_region>",
             "CreationDate": "datetime",
             "Name": "<bucket-name-1>"
           }
         ],
         "Owner": {
-          "DisplayName": "<display-name:1>",
           "ID": "<i-d:1>"
         },
         "Prefix": "<bucket-prefix>",
@@ -18249,7 +18257,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_bucket_constraint_aws_global[us-east-1]": {
-    "recorded-date": "07-11-2025, 16:16:25",
+    "recorded-date": "21-02-2026, 00:23:29",
     "recorded-content": {
       "aws-global-constraint": {
         "Error": {
@@ -18265,7 +18273,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_bucket_constraint_aws_global[us-west-1]": {
-    "recorded-date": "07-11-2025, 16:16:26",
+    "recorded-date": "21-02-2026, 00:23:30",
     "recorded-content": {
       "aws-global-constraint": {
         "Error": {
@@ -18280,7 +18288,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_create_bucket_with_eu_location_constraint": {
-    "recorded-date": "01-12-2025, 21:59:23",
+    "recorded-date": "21-02-2026, 00:18:25",
     "recorded-content": {
       "get-bucket-location": {
         "LocationConstraint": "EU",
@@ -18310,7 +18318,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_create_bucket_with_eu_location_constraint_raises": {
-    "recorded-date": "01-12-2025, 22:24:44",
+    "recorded-date": "21-02-2026, 00:18:26",
     "recorded-content": {
       "eu-location-constraint-error": {
         "Error": {
@@ -18325,7 +18333,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_create_bucket_with_invalid_location_constraint[us-east-1-us-east-1]": {
-    "recorded-date": "03-12-2025, 10:38:51",
+    "recorded-date": "21-02-2026, 00:18:26",
     "recorded-content": {
       "us-east-1-location-constraint-us-east-1-error": {
         "Error": {
@@ -18341,7 +18349,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_create_bucket_with_invalid_location_constraint[us-east-1-foo]": {
-    "recorded-date": "03-12-2025, 10:38:51",
+    "recorded-date": "21-02-2026, 00:18:27",
     "recorded-content": {
       "us-east-1-location-constraint-foo-error": {
         "Error": {
@@ -18357,7 +18365,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_create_bucket_with_invalid_location_constraint[eu-west-1-bar]": {
-    "recorded-date": "03-12-2025, 10:38:51",
+    "recorded-date": "21-02-2026, 00:18:27",
     "recorded-content": {
       "eu-west-1-location-constraint-bar-error": {
         "Error": {
@@ -18372,7 +18380,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PresignedPost::test_post_object_with_unicode_metadata": {
-    "recorded-date": "02-02-2026, 11:43:12",
+    "recorded-date": "21-02-2026, 00:35:50",
     "recorded-content": {
       "post-object": {
         "LocationHeader": "<bucket-url>/test_unicode%E2%80%94_file.pdf",
@@ -18408,7 +18416,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_system_metadata_with_unicode": {
-    "recorded-date": "28-01-2026, 18:54:10",
+    "recorded-date": "21-02-2026, 00:17:06",
     "recorded-content": {
       "put-object": {
         "ChecksumCRC32": "AAAAAA==",
@@ -18442,7 +18450,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PresignedUrl::test_get_response_overrides_unicode_metadata_with_sig_s3": {
-    "recorded-date": "28-01-2026, 18:18:20",
+    "recorded-date": "21-02-2026, 00:29:43",
     "recorded-content": {
       "unicode-error": {
         "Error": {
@@ -18457,7 +18465,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PresignedUrl::test_put_unicode_metadata_with_sig_s3": {
-    "recorded-date": "28-01-2026, 18:46:18",
+    "recorded-date": "21-02-2026, 00:29:45",
     "recorded-content": {
       "head_object": {
         "AcceptRanges": "bytes",
@@ -18477,7 +18485,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_multipart_with_unicode_character_location": {
-    "recorded-date": "28-01-2026, 19:11:53",
+    "recorded-date": "21-02-2026, 00:17:42",
     "recorded-content": {
       "create-multipart": {
         "Bucket": "bucket",
@@ -18505,7 +18513,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_user_metadata_rfc2047_encoded": {
-    "recorded-date": "02-02-2026, 16:50:27",
+    "recorded-date": "21-02-2026, 00:17:08",
     "recorded-content": {
       "put-object": {
         "ChecksumCRC32": "AAAAAA==",
@@ -18544,7 +18552,7 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_user_metadata_rfc2047_bad_b64_encoded": {
-    "recorded-date": "30-01-2026, 19:03:30",
+    "recorded-date": "21-02-2026, 00:17:10",
     "recorded-content": {
       "put-object": {
         "ChecksumCRC32": "AAAAAA==",
diff --git a/tests/aws/services/s3/test_s3.validation.json b/tests/aws/services/s3/test_s3.validation.json
index 303efb80ab9d0..b2a80621e1be5 100644
--- a/tests/aws/services/s3/test_s3.validation.json
+++ b/tests/aws/services/s3/test_s3.validation.json
@@ -1,230 +1,470 @@
 {
   "tests/aws/services/s3/test_s3.py::TestS3::test_bucket_availability": {
-    "last_validated_date": "2025-01-21T18:30:41+00:00"
+    "last_validated_date": "2026-02-21T00:20:57+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 0.44,
+      "teardown": 0.01,
+      "total": 0.46
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_bucket_constraint_aws_global[us-east-1]": {
-    "last_validated_date": "2025-11-07T16:16:25+00:00",
+    "last_validated_date": "2026-02-21T00:23:29+00:00",
     "durations_in_seconds": {
-      "setup": 0.47,
+      "setup": 0.01,
       "call": 0.46,
-      "teardown": 0.01,
-      "total": 0.94
+      "teardown": 0.0,
+      "total": 0.47
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_bucket_constraint_aws_global[us-west-1]": {
-    "last_validated_date": "2025-11-07T16:16:26+00:00",
+    "last_validated_date": "2026-02-21T00:23:30+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 0.67,
+      "call": 0.63,
       "teardown": 0.01,
-      "total": 0.68
+      "total": 0.64
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_bucket_does_not_exist": {
-    "last_validated_date": "2025-01-21T18:34:13+00:00"
+    "last_validated_date": "2026-02-21T00:23:31+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 1.54,
+      "teardown": 0.0,
+      "total": 1.54
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_bucket_exists": {
-    "last_validated_date": "2025-01-21T18:31:45+00:00"
+    "last_validated_date": "2026-02-21T00:21:44+00:00",
+    "durations_in_seconds": {
+      "setup": 0.53,
+      "call": 0.85,
+      "teardown": 0.65,
+      "total": 2.03
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_bucket_name_with_dots": {
-    "last_validated_date": "2025-01-21T18:34:19+00:00"
+    "last_validated_date": "2026-02-21T00:23:38+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 1.94,
+      "teardown": 0.94,
+      "total": 2.88
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_bucket_operation_between_regions": {
-    "last_validated_date": "2025-01-21T18:30:52+00:00"
+    "last_validated_date": "2026-02-21T00:21:09+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 2.78,
+      "teardown": 0.98,
+      "total": 3.76
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_complete_multipart_parts_order": {
-    "last_validated_date": "2025-03-17T21:30:44+00:00"
+    "last_validated_date": "2026-02-21T00:28:14+00:00",
+    "durations_in_seconds": {
+      "setup": 0.54,
+      "call": 5.25,
+      "teardown": 0.99,
+      "total": 6.78
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_copy_in_place_with_bucket_encryption": {
-    "last_validated_date": "2025-01-21T18:29:34+00:00"
+    "last_validated_date": "2026-02-21T00:19:43+00:00",
+    "durations_in_seconds": {
+      "setup": 0.52,
+      "call": 0.61,
+      "teardown": 0.95,
+      "total": 2.08
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_copy_object_kms": {
-    "last_validated_date": "2025-01-21T18:26:17+00:00"
+    "last_validated_date": "2026-02-21T00:16:53+00:00",
+    "durations_in_seconds": {
+      "setup": 1.09,
+      "call": 1.4,
+      "teardown": 1.07,
+      "total": 3.56
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_copy_object_special_character": {
-    "last_validated_date": "2025-01-21T18:27:00+00:00"
+    "last_validated_date": "2026-02-21T00:17:48+00:00",
+    "durations_in_seconds": {
+      "setup": 0.5,
+      "call": 2.8,
+      "teardown": 2.11,
+      "total": 5.41
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_copy_object_special_character_plus_for_space": {
-    "last_validated_date": "2025-01-21T18:27:03+00:00"
+    "last_validated_date": "2026-02-21T00:17:51+00:00",
+    "durations_in_seconds": {
+      "setup": 0.51,
+      "call": 0.8,
+      "teardown": 1.02,
+      "total": 2.33
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_create_bucket_aws_global": {
-    "last_validated_date": "2025-10-13T14:05:41+00:00",
+    "last_validated_date": "2026-02-21T00:23:28+00:00",
     "durations_in_seconds": {
-      "setup": 0.46,
-      "call": 1.74,
-      "teardown": 0.51,
-      "total": 2.71
+      "setup": 0.0,
+      "call": 1.79,
+      "teardown": 0.54,
+      "total": 2.33
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_create_bucket_head_bucket": {
-    "last_validated_date": "2025-01-21T18:34:17+00:00"
+    "last_validated_date": "2026-02-21T00:23:35+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 3.8,
+      "teardown": 0.01,
+      "total": 3.81
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_create_bucket_via_host_name": {
-    "last_validated_date": "2025-01-21T18:27:49+00:00"
+    "last_validated_date": "2026-02-21T00:18:24+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 1.64,
+      "teardown": 0.0,
+      "total": 1.64
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_create_bucket_with_eu_location_constraint": {
-    "last_validated_date": "2025-12-01T21:59:23+00:00",
+    "last_validated_date": "2026-02-21T00:18:26+00:00",
     "durations_in_seconds": {
-      "setup": 0.87,
-      "call": 0.85,
-      "teardown": 0.47,
-      "total": 2.19
+      "setup": 0.0,
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+      "teardown": 0.79,
+      "total": 1.62
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_create_bucket_with_eu_location_constraint_raises": {
-    "last_validated_date": "2025-12-01T22:24:44+00:00",
+    "last_validated_date": "2026-02-21T00:18:26+00:00",
     "durations_in_seconds": {
-      "setup": 0.84,
-      "call": 0.38,
-      "teardown": 0.0,
-      "total": 1.22
+      "setup": 0.0,
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+      "teardown": 0.01,
+      "total": 0.43
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_create_bucket_with_existing_name": {
-    "last_validated_date": "2025-01-21T18:34:10+00:00"
+    "last_validated_date": "2026-02-21T00:23:26+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 1.36,
+      "teardown": 1.47,
+      "total": 2.83
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_create_bucket_with_invalid_location_constraint[eu-west-1-bar]": {
-    "last_validated_date": "2025-12-03T10:38:51+00:00",
+    "last_validated_date": "2026-02-21T00:18:27+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
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-      "total": 0.12
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+      "teardown": 0.01,
+      "total": 0.14
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_create_bucket_with_invalid_location_constraint[us-east-1-foo]": {
-    "last_validated_date": "2025-12-03T10:38:51+00:00",
+    "last_validated_date": "2026-02-21T00:18:27+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
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-      "teardown": 0.0,
-      "total": 0.32
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+      "teardown": 0.01,
+      "total": 0.34
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_create_bucket_with_invalid_location_constraint[us-east-1-us-east-1]": {
-    "last_validated_date": "2025-12-03T10:38:51+00:00",
+    "last_validated_date": "2026-02-21T00:18:26+00:00",
     "durations_in_seconds": {
-      "setup": 1.29,
-      "call": 0.34,
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-      "total": 1.63
+      "setup": 0.0,
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+      "teardown": 0.01,
+      "total": 0.37
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_delete_bucket_no_such_bucket": {
-    "last_validated_date": "2025-01-21T18:27:11+00:00"
+    "last_validated_date": "2026-02-21T00:17:57+00:00",
+    "durations_in_seconds": {
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+      "teardown": 0.01,
+      "total": 0.34
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_delete_bucket_policy": {
-    "last_validated_date": "2025-01-21T18:28:06+00:00"
+    "last_validated_date": "2026-02-21T00:18:47+00:00",
+    "durations_in_seconds": {
+      "setup": 0.91,
+      "call": 0.51,
+      "teardown": 0.56,
+      "total": 1.98
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_delete_bucket_policy_expected_bucket_owner": {
-    "last_validated_date": "2025-01-21T18:50:24+00:00"
+    "last_validated_date": "2026-02-21T00:18:49+00:00",
+    "durations_in_seconds": {
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+      "call": 0.9,
+      "teardown": 0.62,
+      "total": 2.39
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_delete_bucket_with_content": {
-    "last_validated_date": "2025-01-21T18:26:26+00:00"
+    "last_validated_date": "2026-02-21T00:17:01+00:00",
+    "durations_in_seconds": {
+      "setup": 0.49,
+      "call": 3.65,
+      "teardown": 0.23,
+      "total": 4.37
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_delete_keys_in_versioned_bucket": {
-    "last_validated_date": "2025-01-21T18:31:34+00:00"
+    "last_validated_date": "2026-02-21T00:21:34+00:00",
+    "durations_in_seconds": {
+      "setup": 0.5,
+      "call": 2.04,
+      "teardown": 0.58,
+      "total": 3.12
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_delete_non_existing_keys": {
-    "last_validated_date": "2025-01-21T18:31:31+00:00"
+    "last_validated_date": "2026-02-21T00:21:31+00:00",
+    "durations_in_seconds": {
+      "setup": 0.53,
+      "call": 0.37,
+      "teardown": 0.81,
+      "total": 1.71
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_delete_non_existing_keys_in_non_existing_bucket": {
-    "last_validated_date": "2025-01-21T18:31:36+00:00"
+    "last_validated_date": "2026-02-21T00:21:34+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.33,
+      "teardown": 0.01,
+      "total": 0.34
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_delete_non_existing_keys_quiet": {
-    "last_validated_date": "2025-01-21T18:31:30+00:00"
+    "last_validated_date": "2026-02-21T00:21:29+00:00",
+    "durations_in_seconds": {
+      "setup": 0.53,
+      "call": 0.43,
+      "teardown": 0.85,
+      "total": 1.81
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_delete_object_tagging": {
-    "last_validated_date": "2025-01-21T18:31:28+00:00"
+    "last_validated_date": "2026-02-21T00:21:27+00:00",
+    "durations_in_seconds": {
+      "setup": 0.48,
+      "call": 0.78,
+      "teardown": 0.95,
+      "total": 2.21
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_delete_objects_encoding": {
-    "last_validated_date": "2025-01-21T18:31:37+00:00"
+    "last_validated_date": "2026-02-21T00:21:36+00:00",
+    "durations_in_seconds": {
+      "setup": 0.49,
+      "call": 1.0,
+      "teardown": 0.59,
+      "total": 2.08
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_different_location_constraint": {
-    "last_validated_date": "2025-11-27T10:52:08+00:00",
+    "last_validated_date": "2026-02-23T12:30:40+00:00",
     "durations_in_seconds": {
-      "setup": 0.47,
-      "call": 5.59,
-      "teardown": 3.04,
-      "total": 9.1
+      "setup": 0.49,
+      "call": 5.45,
+      "teardown": 2.88,
+      "total": 8.82
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_download_fileobj_multiple_range_requests": {
-    "last_validated_date": "2025-01-21T18:31:23+00:00"
+    "last_validated_date": "2026-02-21T00:21:23+00:00",
+    "durations_in_seconds": {
+      "setup": 0.52,
+      "call": 5.16,
+      "teardown": 0.98,
+      "total": 6.66
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_empty_bucket_fixture": {
-    "last_validated_date": "2025-01-21T18:43:07+00:00"
+    "last_validated_date": "2026-02-21T00:29:23+00:00",
+    "durations_in_seconds": {
+      "setup": 0.49,
+      "call": 1.6,
+      "teardown": 0.59,
+      "total": 2.68
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_etag_on_get_object_call": {
-    "last_validated_date": "2025-01-21T18:39:07+00:00"
+    "last_validated_date": "2026-02-21T00:27:35+00:00",
+    "durations_in_seconds": {
+      "setup": 0.53,
+      "call": 0.8,
+      "teardown": 0.97,
+      "total": 2.3
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_get_bucket_notification_configuration_no_such_bucket": {
-    "last_validated_date": "2025-01-21T18:27:11+00:00"
+    "last_validated_date": "2026-02-21T00:17:58+00:00",
+    "durations_in_seconds": {
+      "setup": 0.01,
+      "call": 0.33,
+      "teardown": 0.01,
+      "total": 0.35
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_get_bucket_policy": {
-    "last_validated_date": "2025-01-21T18:27:51+00:00"
+    "last_validated_date": "2026-02-21T00:18:29+00:00",
+    "durations_in_seconds": {
+      "setup": 0.86,
+      "call": 0.72,
+      "teardown": 0.59,
+      "total": 2.17
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_get_bucket_policy_invalid_account_id[0000000000020]": {
-    "last_validated_date": "2025-01-21T18:27:53+00:00"
+    "last_validated_date": "2026-02-21T00:18:32+00:00",
+    "durations_in_seconds": {
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+      "call": 0.1,
+      "teardown": 0.89,
+      "total": 1.52
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_get_bucket_policy_invalid_account_id[0000]": {
-    "last_validated_date": "2025-01-21T18:27:52+00:00"
+    "last_validated_date": "2026-02-21T00:18:30+00:00",
+    "durations_in_seconds": {
+      "setup": 0.5,
+      "call": 0.11,
+      "teardown": 0.8,
+      "total": 1.41
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_get_bucket_policy_invalid_account_id[aa000000000$]": {
-    "last_validated_date": "2025-01-21T18:27:56+00:00"
+    "last_validated_date": "2026-02-21T00:18:35+00:00",
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-    "last_validated_date": "2025-01-21T18:27:55+00:00"
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-    "last_validated_date": "2025-01-21T18:39:04+00:00"
+    "last_validated_date": "2026-02-21T00:27:33+00:00",
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   "tests/aws/services/s3/test_s3.py::TestS3::test_get_object_after_deleted_in_versioned_bucket": {
-    "last_validated_date": "2025-01-21T18:28:12+00:00"
+    "last_validated_date": "2026-02-21T00:18:56+00:00",
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-    "last_validated_date": "2025-03-17T20:02:49+00:00"
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-    "last_validated_date": "2025-01-21T18:27:33+00:00"
+    "last_validated_date": "2026-02-21T00:18:08+00:00",
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-    "last_validated_date": "2025-01-21T18:27:30+00:00"
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-    "last_validated_date": "2025-01-21T18:43:04+00:00"
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   "tests/aws/services/s3/test_s3.py::TestS3::test_get_object_content_length_with_virtual_host[True]": {
-    "last_validated_date": "2025-01-21T18:43:02+00:00"
+    "last_validated_date": "2026-02-21T00:29:18+00:00",
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+      "total": 2.03
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   "tests/aws/services/s3/test_s3.py::TestS3::test_get_object_no_such_bucket": {
-    "last_validated_date": "2025-01-21T18:27:10+00:00"
+    "last_validated_date": "2026-02-21T00:17:57+00:00",
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   "tests/aws/services/s3/test_s3.py::TestS3::test_get_object_part": {
-    "last_validated_date": "2025-11-27T15:28:19+00:00",
+    "last_validated_date": "2026-02-21T00:22:59+00:00",
     "durations_in_seconds": {
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+      "total": 4.85
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   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_get_object_part_checksum[COMPOSITE]": {
-    "last_validated_date": "2025-07-07T18:23:55+00:00",
+    "last_validated_date": "2026-02-21T00:23:02+00:00",
     "durations_in_seconds": {
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-      "teardown": 1.02,
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+      "total": 2.19
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   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_get_object_part_checksum[FULL_OBJECT]": {
-    "last_validated_date": "2025-07-07T18:23:58+00:00",
+    "last_validated_date": "2026-02-21T00:23:04+00:00",
     "durations_in_seconds": {
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   "tests/aws/services/s3/test_s3.py::TestS3::test_get_object_part_checksum_composite": {
@@ -237,25 +477,49 @@
     }
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_get_object_with_anon_credentials": {
-    "last_validated_date": "2025-01-21T18:30:54+00:00"
+    "last_validated_date": "2026-02-21T00:21:12+00:00",
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+      "total": 2.82
+    }
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   "tests/aws/services/s3/test_s3.py::TestS3::test_get_range_object_headers": {
-    "last_validated_date": "2025-01-21T18:31:25+00:00"
+    "last_validated_date": "2026-02-21T00:21:25+00:00",
+    "durations_in_seconds": {
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+      "teardown": 1.21,
+      "total": 2.03
+    }
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   "tests/aws/services/s3/test_s3.py::TestS3::test_head_object_fields": {
-    "last_validated_date": "2025-11-27T15:29:30+00:00",
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     "durations_in_seconds": {
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   "tests/aws/services/s3/test_s3.py::TestS3::test_invalid_range_error": {
-    "last_validated_date": "2025-01-21T18:27:45+00:00"
+    "last_validated_date": "2026-02-21T00:18:21+00:00",
+    "durations_in_seconds": {
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+      "total": 1.81
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   "tests/aws/services/s3/test_s3.py::TestS3::test_metadata_header_character_decoding": {
-    "last_validated_date": "2025-01-21T18:26:37+00:00"
+    "last_validated_date": "2026-02-21T00:17:19+00:00",
+    "durations_in_seconds": {
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+      "total": 1.88
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   "tests/aws/services/s3/test_s3.py::TestS3::test_metadata_header_character_unicode_encoding": {
     "last_validated_date": "2026-01-28T17:21:11+00:00",
@@ -267,100 +531,274 @@
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-    "last_validated_date": "2025-03-17T21:28:50+00:00"
+    "last_validated_date": "2026-02-21T00:18:11+00:00",
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-    "last_validated_date": "2025-01-21T18:27:40+00:00"
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+      "total": 2.4
+    }
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-    "last_validated_date": "2025-01-21T18:27:42+00:00"
+    "last_validated_date": "2026-02-21T00:18:17+00:00",
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+    }
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   "tests/aws/services/s3/test_s3.py::TestS3::test_multipart_copy_object_etag": {
-    "last_validated_date": "2025-03-17T23:02:42+00:00"
+    "last_validated_date": "2026-02-21T00:22:55+00:00",
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+    }
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+    "last_validated_date": "2026-02-21T00:18:13+00:00",
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+    "last_validated_date": "2026-02-21T00:22:52+00:00",
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-    "last_validated_date": "2025-01-21T18:26:32+00:00"
+    "last_validated_date": "2026-02-21T00:17:14+00:00",
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   "tests/aws/services/s3/test_s3.py::TestS3::test_put_object_acl_on_delete_marker": {
-    "last_validated_date": "2025-01-21T18:31:40+00:00"
+    "last_validated_date": "2026-02-21T00:21:39+00:00",
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   "tests/aws/services/s3/test_s3.py::TestS3::test_put_object_checksum[CRC32C]": {
     "last_validated_date": "2025-01-21T18:28:18+00:00"
@@ -375,103 +813,223 @@
     "last_validated_date": "2025-01-21T18:28:23+00:00"
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_put_object_storage_class[DEEP_ARCHIVE-False]": {
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-    "last_validated_date": "2025-01-21T18:41:22+00:00"
+    "last_validated_date": "2026-02-21T00:28:20+00:00",
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   "tests/aws/services/s3/test_s3.py::TestS3::test_put_object_storage_class[GLACIER_IR-True]": {
-    "last_validated_date": "2025-01-21T18:41:24+00:00"
+    "last_validated_date": "2026-02-21T00:28:22+00:00",
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   "tests/aws/services/s3/test_s3.py::TestS3::test_put_object_storage_class[INTELLIGENT_TIERING-True]": {
-    "last_validated_date": "2025-01-21T18:41:30+00:00"
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   "tests/aws/services/s3/test_s3.py::TestS3::test_s3_batch_delete_public_objects_using_requests": {
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   "tests/aws/services/s3/test_s3.py::TestS3::test_s3_bucket_acl": {
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+    "last_validated_date": "2026-02-21T00:20:36+00:00",
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   "tests/aws/services/s3/test_s3.py::TestS3::test_s3_bucket_acl_exceptions": {
-    "last_validated_date": "2025-01-21T18:30:22+00:00"
+    "last_validated_date": "2026-02-21T00:20:42+00:00",
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     "last_validated_date": "2025-01-21T18:28:45+00:00"
@@ -483,94 +1041,274 @@
     "last_validated_date": "2025-01-21T18:28:42+00:00"
   },
   "tests/aws/services/s3/test_s3.py::TestS3::test_s3_copy_content_type_and_metadata": {
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+    "last_validated_date": "2026-02-21T00:19:22+00:00",
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+    }
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+    "last_validated_date": "2026-02-21T00:19:00+00:00",
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+    }
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+    "last_validated_date": "2026-02-21T00:18:58+00:00",
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+      "total": 2.2
+    }
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+    "last_validated_date": "2026-02-21T00:19:25+00:00",
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+    }
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   "tests/aws/services/s3/test_s3.py::TestS3::test_s3_copy_object_in_place_metadata_directive": {
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+    "last_validated_date": "2026-02-21T00:19:46+00:00",
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+    }
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+    "last_validated_date": "2026-02-21T00:19:37+00:00",
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+    "last_validated_date": "2026-02-21T00:19:35+00:00",
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+    "last_validated_date": "2026-02-21T00:19:48+00:00",
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     "last_validated_date": "2025-01-21T18:28:29+00:00"
@@ -591,903 +1329,1938 @@
     "last_validated_date": "2025-01-21T18:28:35+00:00"
   },
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+      "call": 1.66,
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+      "total": 3.16
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PresignedUrl::test_s3_presign_url_encoding[s3]": {
-    "last_validated_date": "2025-01-21T18:25:40+00:00"
+    "last_validated_date": "2026-02-21T00:32:08+00:00",
+    "durations_in_seconds": {
+      "setup": 0.6,
+      "call": 0.56,
+      "teardown": 1.05,
+      "total": 2.21
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PresignedUrl::test_s3_presign_url_encoding[s3v4]": {
-    "last_validated_date": "2025-01-21T18:25:42+00:00"
+    "last_validated_date": "2026-02-21T00:32:10+00:00",
+    "durations_in_seconds": {
+      "setup": 0.52,
+      "call": 0.59,
+      "teardown": 0.97,
+      "total": 2.08
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PresignedUrl::test_s3_presigned_url_expired[s3]": {
-    "last_validated_date": "2025-01-21T18:23:17+00:00"
+    "last_validated_date": "2026-02-21T00:30:05+00:00",
+    "durations_in_seconds": {
+      "setup": 0.49,
+      "call": 4.2,
+      "teardown": 0.93,
+      "total": 5.62
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PresignedUrl::test_s3_presigned_url_expired[s3v4]": {
-    "last_validated_date": "2025-01-21T18:23:23+00:00"
+    "last_validated_date": "2026-02-21T00:30:10+00:00",
+    "durations_in_seconds": {
+      "setup": 0.49,
+      "call": 4.28,
+      "teardown": 0.92,
+      "total": 5.69
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PresignedUrl::test_s3_put_presigned_url_missing_sig_param[s3]": {
-    "last_validated_date": "2025-01-21T18:23:35+00:00"
+    "last_validated_date": "2026-02-21T00:30:23+00:00",
+    "durations_in_seconds": {
+      "setup": 0.53,
+      "call": 0.55,
+      "teardown": 0.95,
+      "total": 2.03
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PresignedUrl::test_s3_put_presigned_url_missing_sig_param[s3v4]": {
-    "last_validated_date": "2025-01-21T18:23:37+00:00"
+    "last_validated_date": "2026-02-21T00:30:25+00:00",
+    "durations_in_seconds": {
+      "setup": 0.5,
+      "call": 0.55,
+      "teardown": 1.0,
+      "total": 2.05
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PresignedUrl::test_s3_put_presigned_url_same_header_and_qs_parameter": {
-    "last_validated_date": "2025-01-21T18:23:33+00:00"
+    "last_validated_date": "2026-02-21T00:30:21+00:00",
+    "durations_in_seconds": {
+      "setup": 0.52,
+      "call": 0.87,
+      "teardown": 0.98,
+      "total": 2.37
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PresignedUrl::test_s3_put_presigned_url_with_different_headers[s3]": {
-    "last_validated_date": "2025-01-21T18:23:27+00:00"
+    "last_validated_date": "2026-02-21T00:30:15+00:00",
+    "durations_in_seconds": {
+      "setup": 0.52,
+      "call": 2.98,
+      "teardown": 0.95,
+      "total": 4.45
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PresignedUrl::test_s3_put_presigned_url_with_different_headers[s3v4]": {
-    "last_validated_date": "2025-01-21T18:23:31+00:00"
+    "last_validated_date": "2026-02-21T00:30:18+00:00",
+    "durations_in_seconds": {
+      "setup": 0.54,
+      "call": 2.02,
+      "teardown": 0.96,
+      "total": 3.52
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PutObjectChecksum::test_put_object_checksum[CRC32C]": {
-    "last_validated_date": "2025-03-17T18:27:58+00:00"
+    "last_validated_date": "2026-02-21T00:37:28+00:00",
+    "durations_in_seconds": {
+      "setup": 0.54,
+      "call": 13.51,
+      "teardown": 0.99,
+      "total": 15.04
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PutObjectChecksum::test_put_object_checksum[CRC32]": {
-    "last_validated_date": "2025-03-17T18:27:45+00:00"
+    "last_validated_date": "2026-02-21T00:37:13+00:00",
+    "durations_in_seconds": {
+      "setup": 0.53,
+      "call": 14.48,
+      "teardown": 0.98,
+      "total": 15.99
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PutObjectChecksum::test_put_object_checksum[CRC64NVME]": {
-    "last_validated_date": "2025-03-17T18:28:43+00:00"
+    "last_validated_date": "2026-02-21T00:38:05+00:00",
+    "durations_in_seconds": {
+      "setup": 0.52,
+      "call": 13.04,
+      "teardown": 1.04,
+      "total": 14.6
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PutObjectChecksum::test_put_object_checksum[SHA1]": {
-    "last_validated_date": "2025-03-17T18:28:09+00:00"
+    "last_validated_date": "2026-02-21T00:37:35+00:00",
+    "durations_in_seconds": {
+      "setup": 0.52,
+      "call": 5.99,
+      "teardown": 0.97,
+      "total": 7.48
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PutObjectChecksum::test_put_object_checksum[SHA256]": {
-    "last_validated_date": "2025-03-17T18:28:24+00:00"
+    "last_validated_date": "2026-02-21T00:37:50+00:00",
+    "durations_in_seconds": {
+      "setup": 0.51,
+      "call": 13.58,
+      "teardown": 0.76,
+      "total": 14.85
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PutObjectChecksum::test_s3_checksum_no_algorithm": {
-    "last_validated_date": "2025-03-17T18:29:05+00:00"
+    "last_validated_date": "2026-02-21T00:38:28+00:00",
+    "durations_in_seconds": {
+      "setup": 0.52,
+      "call": 1.01,
+      "teardown": 0.98,
+      "total": 2.51
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PutObjectChecksum::test_s3_checksum_no_automatic_sdk_calculation": {
-    "last_validated_date": "2025-03-17T22:25:43+00:00"
+    "last_validated_date": "2026-02-21T00:38:32+00:00",
+    "durations_in_seconds": {
+      "setup": 0.53,
+      "call": 2.05,
+      "teardown": 1.03,
+      "total": 3.61
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PutObjectChecksum::test_s3_checksum_with_content_encoding": {
-    "last_validated_date": "2025-03-17T18:29:02+00:00"
+    "last_validated_date": "2026-02-21T00:38:26+00:00",
+    "durations_in_seconds": {
+      "setup": 0.54,
+      "call": 0.59,
+      "teardown": 1.11,
+      "total": 2.24
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PutObjectChecksum::test_s3_get_object_checksum[CRC32C]": {
-    "last_validated_date": "2025-03-17T18:28:48+00:00"
+    "last_validated_date": "2026-02-21T00:38:11+00:00",
+    "durations_in_seconds": {
+      "setup": 0.53,
+      "call": 1.46,
+      "teardown": 0.98,
+      "total": 2.97
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PutObjectChecksum::test_s3_get_object_checksum[CRC32]": {
-    "last_validated_date": "2025-03-17T18:28:46+00:00"
+    "last_validated_date": "2026-02-21T00:38:08+00:00",
+    "durations_in_seconds": {
+      "setup": 0.9,
+      "call": 1.42,
+      "teardown": 0.98,
+      "total": 3.3
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PutObjectChecksum::test_s3_get_object_checksum[CRC64NVME]": {
-    "last_validated_date": "2025-03-17T18:28:57+00:00"
+    "last_validated_date": "2026-02-21T00:38:20+00:00",
+    "durations_in_seconds": {
+      "setup": 0.52,
+      "call": 1.4,
+      "teardown": 1.3,
+      "total": 3.22
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PutObjectChecksum::test_s3_get_object_checksum[None]": {
-    "last_validated_date": "2025-03-17T18:29:00+00:00"
+    "last_validated_date": "2026-02-21T00:38:23+00:00",
+    "durations_in_seconds": {
+      "setup": 0.55,
+      "call": 1.5,
+      "teardown": 0.97,
+      "total": 3.02
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PutObjectChecksum::test_s3_get_object_checksum[SHA1]": {
-    "last_validated_date": "2025-03-17T18:28:51+00:00"
+    "last_validated_date": "2026-02-21T00:38:14+00:00",
+    "durations_in_seconds": {
+      "setup": 0.54,
+      "call": 1.42,
+      "teardown": 0.98,
+      "total": 2.94
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3PutObjectChecksum::test_s3_get_object_checksum[SHA256]": {
-    "last_validated_date": "2025-03-17T18:28:54+00:00"
+    "last_validated_date": "2026-02-21T00:38:17+00:00",
+    "durations_in_seconds": {
+      "setup": 0.53,
+      "call": 1.48,
+      "teardown": 0.97,
+      "total": 2.98
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3SSECEncryption::test_copy_object_with_sse_c": {
-    "last_validated_date": "2025-01-21T18:16:26+00:00"
+    "last_validated_date": "2026-02-21T00:36:42+00:00",
+    "durations_in_seconds": {
+      "setup": 0.52,
+      "call": 1.94,
+      "teardown": 1.22,
+      "total": 3.68
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3SSECEncryption::test_multipart_upload_sse_c": {
-    "last_validated_date": "2025-03-17T22:55:35+00:00"
+    "last_validated_date": "2026-02-21T00:36:48+00:00",
+    "durations_in_seconds": {
+      "setup": 0.51,
+      "call": 4.37,
+      "teardown": 0.97,
+      "total": 5.85
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3SSECEncryption::test_multipart_upload_sse_c_validation": {
-    "last_validated_date": "2025-01-21T18:16:43+00:00"
+    "last_validated_date": "2026-02-21T00:36:51+00:00",
+    "durations_in_seconds": {
+      "setup": 0.51,
+      "call": 1.2,
+      "teardown": 0.85,
+      "total": 2.56
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3SSECEncryption::test_object_retrieval_sse_c": {
-    "last_validated_date": "2025-01-22T14:21:48+00:00"
+    "last_validated_date": "2026-02-21T00:36:39+00:00",
+    "durations_in_seconds": {
+      "setup": 0.53,
+      "call": 2.92,
+      "teardown": 1.2,
+      "total": 4.65
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3SSECEncryption::test_put_object_default_checksum_with_sse_c": {
-    "last_validated_date": "2025-03-17T23:22:52+00:00"
+    "last_validated_date": "2026-02-21T00:36:57+00:00",
+    "durations_in_seconds": {
+      "setup": 0.53,
+      "call": 1.0,
+      "teardown": 0.99,
+      "total": 2.52
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3SSECEncryption::test_put_object_lifecycle_with_sse_c": {
-    "last_validated_date": "2025-01-21T18:16:15+00:00"
+    "last_validated_date": "2026-02-21T00:36:30+00:00",
+    "durations_in_seconds": {
+      "setup": 0.51,
+      "call": 1.02,
+      "teardown": 0.61,
+      "total": 2.14
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3SSECEncryption::test_put_object_validation_sse_c": {
-    "last_validated_date": "2025-01-21T18:16:18+00:00"
+    "last_validated_date": "2026-02-21T00:36:34+00:00",
+    "durations_in_seconds": {
+      "setup": 0.53,
+      "call": 2.14,
+      "teardown": 0.86,
+      "total": 3.53
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3SSECEncryption::test_sse_c_with_versioning": {
-    "last_validated_date": "2025-01-21T18:16:46+00:00"
+    "last_validated_date": "2026-02-21T00:36:54+00:00",
+    "durations_in_seconds": {
+      "setup": 0.52,
+      "call": 1.64,
+      "teardown": 1.38,
+      "total": 3.54
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3StaticWebsiteHosting::test_crud_website_configuration": {
-    "last_validated_date": "2023-08-25T22:29:24+00:00"
+    "last_validated_date": "2026-02-21T00:33:08+00:00",
+    "durations_in_seconds": {
+      "setup": 0.52,
+      "call": 0.71,
+      "teardown": 0.59,
+      "total": 1.82
+    }
+  },
+  "tests/aws/services/s3/test_s3.py::TestS3StaticWebsiteHosting::test_object_website_redirect_location": {
+    "last_validated_date": "2026-02-21T00:32:47+00:00",
+    "durations_in_seconds": {
+      "setup": 0.94,
+      "call": 1.42,
+      "teardown": 1.05,
+      "total": 3.41
+    }
+  },
+  "tests/aws/services/s3/test_s3.py::TestS3StaticWebsiteHosting::test_routing_rules_conditions": {
+    "last_validated_date": "2026-02-21T00:32:52+00:00",
+    "durations_in_seconds": {
+      "setup": 0.88,
+      "call": 2.78,
+      "teardown": 0.96,
+      "total": 4.62
+    }
+  },
+  "tests/aws/services/s3/test_s3.py::TestS3StaticWebsiteHosting::test_routing_rules_empty_replace_prefix": {
+    "last_validated_date": "2026-02-21T00:32:59+00:00",
+    "durations_in_seconds": {
+      "setup": 0.89,
+      "call": 2.42,
+      "teardown": 0.97,
+      "total": 4.28
+    }
+  },
+  "tests/aws/services/s3/test_s3.py::TestS3StaticWebsiteHosting::test_routing_rules_order": {
+    "last_validated_date": "2026-02-21T00:33:03+00:00",
+    "durations_in_seconds": {
+      "setup": 0.88,
+      "call": 1.75,
+      "teardown": 0.96,
+      "total": 3.59
+    }
+  },
+  "tests/aws/services/s3/test_s3.py::TestS3StaticWebsiteHosting::test_routing_rules_redirects": {
+    "last_validated_date": "2026-02-21T00:32:55+00:00",
+    "durations_in_seconds": {
+      "setup": 0.88,
+      "call": 1.18,
+      "teardown": 0.63,
+      "total": 2.69
+    }
+  },
+  "tests/aws/services/s3/test_s3.py::TestS3StaticWebsiteHosting::test_s3_static_website_hosting": {
+    "last_validated_date": "2026-02-21T00:32:31+00:00",
+    "durations_in_seconds": {
+      "setup": 0.96,
+      "call": 3.35,
+      "teardown": 1.01,
+      "total": 5.32
+    }
+  },
+  "tests/aws/services/s3/test_s3.py::TestS3StaticWebsiteHosting::test_s3_static_website_index": {
+    "last_validated_date": "2026-02-21T00:32:26+00:00",
+    "durations_in_seconds": {
+      "setup": 0.95,
+      "call": 0.8,
+      "teardown": 0.95,
+      "total": 2.7
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3StaticWebsiteHosting::test_validate_website_configuration": {
-    "last_validated_date": "2023-08-25T22:30:03+00:00"
+    "last_validated_date": "2026-02-21T00:33:06+00:00",
+    "durations_in_seconds": {
+      "setup": 0.52,
+      "call": 2.38,
+      "teardown": 0.83,
+      "total": 3.73
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3StaticWebsiteHosting::test_website_hosting_404": {
-    "last_validated_date": "2023-08-25T22:30:33+00:00"
+    "last_validated_date": "2026-02-21T00:32:44+00:00",
+    "durations_in_seconds": {
+      "setup": 0.94,
+      "call": 1.39,
+      "teardown": 1.04,
+      "total": 3.37
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3StaticWebsiteHosting::test_website_hosting_http_methods": {
-    "last_validated_date": "2023-08-25T22:30:55+00:00"
+    "last_validated_date": "2026-02-21T00:32:37+00:00",
+    "durations_in_seconds": {
+      "setup": 0.95,
+      "call": 1.34,
+      "teardown": 1.06,
+      "total": 3.35
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3StaticWebsiteHosting::test_website_hosting_index_lookup": {
-    "last_validated_date": "2023-08-25T22:31:15+00:00"
+    "last_validated_date": "2026-02-21T00:32:41+00:00",
+    "durations_in_seconds": {
+      "setup": 0.93,
+      "call": 1.88,
+      "teardown": 0.98,
+      "total": 3.79
+    }
   },
   "tests/aws/services/s3/test_s3.py::TestS3StaticWebsiteHosting::test_website_hosting_no_such_website": {
-    "last_validated_date": "2023-08-25T22:31:30+00:00"
+    "last_validated_date": "2026-02-21T00:32:33+00:00",
+    "durations_in_seconds": {
+      "setup": 0.94,
+      "call": 0.8,
+      "teardown": 0.61,
+      "total": 2.35
+    }
+  },
+  "tests/aws/services/s3/test_s3.py::TestS3StaticWebsiteHosting::test_website_hosting_redirect_all": {
+    "last_validated_date": "2026-02-21T00:33:14+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 4.07,
+      "teardown": 1.54,
+      "total": 5.61
+    }
   }
 }
diff --git a/tests/aws/services/s3/test_s3_api.py b/tests/aws/services/s3/test_s3_api.py
index 5b9880404019c..0d33b6b02eea3 100644
--- a/tests/aws/services/s3/test_s3_api.py
+++ b/tests/aws/services/s3/test_s3_api.py
@@ -812,7 +812,8 @@ def test_upload_part_copy_with_copy_source_if_modified_since_in_future_success(
         self, aws_client, s3_bucket, snapshot
     ):
         """
-        Providing CopyIfModifiedSince with a datetime which is in the future will always pass (even though it evaluates to false). This is AWS defined behaviour.
+        Providing CopyIfModifiedSince with a datetime which is in the future will always pass (even though it
+         evaluates to false). This is AWS defined behaviour.
         """
         snapshot.add_transformer(
             [
@@ -943,7 +944,8 @@ def test_upload_part_copy_with_copy_source_if_unmodified_since_match_failed(
         self, aws_client, s3_bucket, snapshot
     ):
         """
-        Providing CopySourceIfUnmodifiedSince with a datetime where the object has been modified since this datetime should fail.
+        Providing CopySourceIfUnmodifiedSince with a datetime where the object has been modified since
+         this datetime should fail.
         """
         snapshot.add_transformer(
             [
@@ -989,7 +991,8 @@ def test_upload_part_copy_with_copy_source_if_match_and_if_unmodified_since_matc
         self, aws_client, s3_bucket, snapshot
     ):
         """
-        If CopySourceIfMatch is provided with CopySourceIfUnmodifiedSince it should proceed even if the latter evaluates to false.
+        If CopySourceIfMatch is provided with CopySourceIfUnmodifiedSince it should proceed even if the latter
+        evaluates to false.
         See documentation: https://docs.aws.amazon.com/AmazonS3/latest/API/API_UploadPartCopy.html
         """
         snapshot.add_transformer(
@@ -1104,7 +1107,8 @@ def test_upload_part_copy_with_if_modified_since_failed(self, aws_client, s3_buc
         )
         upload_id = create_multipart_upload["UploadId"]
 
-        # Don't do this, but required for behaviour with CopySourceIfModifiedSince which will pass if a future time is provided.
+        # Don't do this, but required for behaviour with CopySourceIfModifiedSince which will pass
+        # if a future time is provided.
         sleep(1)
 
         with pytest.raises(ClientError) as error:
@@ -1457,7 +1461,7 @@ def test_create_bucket_with_tags(
     ):
         snapshot.add_transformers_list(
             [
-                snapshot.transform.key_value("BucketName"),
+                snapshot.transform.key_value("BucketArn"),
                 snapshot.transform.key_value("Location"),
             ]
         )
@@ -1487,6 +1491,7 @@ def test_create_bucket_with_empty_tags(
             [
                 snapshot.transform.key_value("BucketName"),
                 snapshot.transform.key_value("Location"),
+                snapshot.transform.key_value("BucketArn"),
             ]
         )
 
@@ -1521,6 +1526,7 @@ def test_create_bucket_with_tags_us_east_1_idempotency(
             [
                 snapshot.transform.key_value("BucketName"),
                 snapshot.transform.key_value("Location"),
+                snapshot.transform.key_value("BucketArn"),
             ]
         )
         us_east_1_s3_client = aws_client_factory(
@@ -2186,13 +2192,13 @@ def test_put_object_lock_configuration_on_existing_bucket(
 
     @markers.aws.validated
     def test_get_put_object_lock_configuration(self, s3_create_bucket, aws_client, snapshot):
-        s3_bucket = s3_create_bucket(ObjectLockEnabledForBucket=True)
+        bucket_name = s3_create_bucket(ObjectLockEnabledForBucket=True)
 
-        get_lock_config = aws_client.s3.get_object_lock_configuration(Bucket=s3_bucket)
+        get_lock_config = aws_client.s3.get_object_lock_configuration(Bucket=bucket_name)
         snapshot.match("get-lock-config-start", get_lock_config)
 
         put_lock_config = aws_client.s3.put_object_lock_configuration(
-            Bucket=s3_bucket,
+            Bucket=bucket_name,
             ObjectLockConfiguration={
                 "ObjectLockEnabled": "Enabled",
                 "Rule": {
@@ -2205,26 +2211,26 @@ def test_get_put_object_lock_configuration(self, s3_create_bucket, aws_client, s
         )
         snapshot.match("put-lock-config", put_lock_config)
 
-        get_lock_config = aws_client.s3.get_object_lock_configuration(Bucket=s3_bucket)
+        get_lock_config = aws_client.s3.get_object_lock_configuration(Bucket=bucket_name)
         snapshot.match("get-lock-config", get_lock_config)
 
         put_lock_config_enabled = aws_client.s3.put_object_lock_configuration(
-            Bucket=s3_bucket,
+            Bucket=bucket_name,
             ObjectLockConfiguration={
                 "ObjectLockEnabled": "Enabled",
             },
         )
         snapshot.match("put-lock-config-enabled", put_lock_config_enabled)
 
-        get_lock_config = aws_client.s3.get_object_lock_configuration(Bucket=s3_bucket)
+        get_lock_config = aws_client.s3.get_object_lock_configuration(Bucket=bucket_name)
         snapshot.match("get-lock-config-only-enabled", get_lock_config)
 
     @markers.aws.validated
     def test_put_object_lock_configuration_exc(self, s3_create_bucket, aws_client, snapshot):
-        s3_bucket = s3_create_bucket(ObjectLockEnabledForBucket=True)
+        bucket_name = s3_create_bucket(ObjectLockEnabledForBucket=True)
         with pytest.raises(ClientError) as e:
             aws_client.s3.put_object_lock_configuration(
-                Bucket=s3_bucket,
+                Bucket=bucket_name,
                 ObjectLockConfiguration={
                     "Rule": {
                         "DefaultRetention": {
@@ -2238,20 +2244,20 @@ def test_put_object_lock_configuration_exc(self, s3_create_bucket, aws_client, s
 
         with pytest.raises(ClientError) as e:
             aws_client.s3.put_object_lock_configuration(
-                Bucket=s3_bucket, ObjectLockConfiguration={}
+                Bucket=bucket_name, ObjectLockConfiguration={}
             )
         snapshot.match("put-lock-config-empty", e.value.response)
 
         with pytest.raises(ClientError) as e:
             aws_client.s3.put_object_lock_configuration(
-                Bucket=s3_bucket,
+                Bucket=bucket_name,
                 ObjectLockConfiguration={"ObjectLockEnabled": "Enabled", "Rule": {}},
             )
         snapshot.match("put-lock-config-empty-rule", e.value.response)
 
         with pytest.raises(ClientError) as e:
             aws_client.s3.put_object_lock_configuration(
-                Bucket=s3_bucket,
+                Bucket=bucket_name,
                 ObjectLockConfiguration={
                     "ObjectLockEnabled": "Enabled",
                     "Rule": {"DefaultRetention": {}},
@@ -2261,7 +2267,7 @@ def test_put_object_lock_configuration_exc(self, s3_create_bucket, aws_client, s
 
         with pytest.raises(ClientError) as e:
             aws_client.s3.put_object_lock_configuration(
-                Bucket=s3_bucket,
+                Bucket=bucket_name,
                 ObjectLockConfiguration={
                     "ObjectLockEnabled": "Enabled",
                     "Rule": {
@@ -2275,7 +2281,7 @@ def test_put_object_lock_configuration_exc(self, s3_create_bucket, aws_client, s
 
         with pytest.raises(ClientError) as e:
             aws_client.s3.put_object_lock_configuration(
-                Bucket=s3_bucket,
+                Bucket=bucket_name,
                 ObjectLockConfiguration={
                     "ObjectLockEnabled": "Enabled",
                     "Rule": {
@@ -2290,7 +2296,7 @@ def test_put_object_lock_configuration_exc(self, s3_create_bucket, aws_client, s
 
         with pytest.raises(ClientError) as e:
             aws_client.s3.put_object_lock_configuration(
-                Bucket=s3_bucket,
+                Bucket=bucket_name,
                 ObjectLockConfiguration={
                     "ObjectLockEnabled": "Enabled",
                     "Rule": {
@@ -2384,8 +2390,8 @@ def test_crud_bucket_ownership_controls(self, s3_create_bucket, aws_client, snap
         delete_idempotent = aws_client.s3.delete_bucket_ownership_controls(Bucket=default_s3_bucket)
         snapshot.match("delete-ownership-after-delete", delete_idempotent)
 
-        s3_bucket = s3_create_bucket(ObjectOwnership="BucketOwnerPreferred")
-        get_ownership_at_creation = aws_client.s3.get_bucket_ownership_controls(Bucket=s3_bucket)
+        bucket_name = s3_create_bucket(ObjectOwnership="BucketOwnerPreferred")
+        get_ownership_at_creation = aws_client.s3.get_bucket_ownership_controls(Bucket=bucket_name)
         snapshot.match("get-ownership-at-creation", get_ownership_at_creation)
 
     @markers.aws.validated
@@ -3488,6 +3494,9 @@ def test_delete_metrics_configuration_twice(self, s3_bucket, aws_client, snapsho
         snapshot.match("delete_bucket_metrics_configuration_2", delete_err.value.response)
 
 
+@pytest.mark.skip(
+    reason="Behavior is not in line anymore with AWS: implement IfMatch in DeleteObject"
+)
 class TestS3DeletePrecondition:
     @markers.aws.validated
     def test_delete_object_if_match_non_express(self, s3_bucket, aws_client, snapshot):
diff --git a/tests/aws/services/s3/test_s3_api.snapshot.json b/tests/aws/services/s3/test_s3_api.snapshot.json
index 87f1f81c75e57..b6326b0383f03 100644
--- a/tests/aws/services/s3/test_s3_api.snapshot.json
+++ b/tests/aws/services/s3/test_s3_api.snapshot.json
@@ -1,6 +1,6 @@
 {
   "tests/aws/services/s3/test_s3_api.py::TestS3ObjectCRUD::test_delete_object_versioned": {
-    "recorded-date": "21-01-2025, 18:09:37",
+    "recorded-date": "21-02-2026, 01:01:45",
     "recorded-content": {
       "put-object": {
         "ChecksumCRC32": "1jy6qw==",
@@ -76,7 +76,6 @@
             "Key": "test-delete",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "VersionId": "<version-id:3>"
@@ -86,7 +85,6 @@
             "Key": "test-delete",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "VersionId": "<version-id:2>"
@@ -110,7 +108,6 @@
             "Key": "test-delete",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 11,
@@ -173,7 +170,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3ObjectCRUD::test_delete_object": {
-    "recorded-date": "21-01-2025, 18:09:31",
+    "recorded-date": "21-02-2026, 01:01:39",
     "recorded-content": {
       "put-object": {
         "ChecksumCRC32": "1jy6qw==",
@@ -212,7 +209,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketCRUD::test_delete_versioned_bucket_with_objects": {
-    "recorded-date": "01-08-2023, 16:54:38",
+    "recorded-date": "21-02-2026, 01:01:38",
     "recorded-content": {
       "delete-with-obj-and-delete-marker": {
         "Error": {
@@ -260,7 +257,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3ObjectCRUD::test_get_object_with_version_unversioned_bucket": {
-    "recorded-date": "21-01-2025, 18:09:42",
+    "recorded-date": "21-02-2026, 01:01:51",
     "recorded-content": {
       "put-object": {
         "ChecksumCRC32": "jSiR5g==",
@@ -303,7 +300,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3ObjectCRUD::test_list_object_versions_order_unversioned": {
-    "recorded-date": "21-01-2025, 18:09:52",
+    "recorded-date": "21-02-2026, 01:02:01",
     "recorded-content": {
       "list-empty": {
         "EncodingType": "url",
@@ -367,7 +364,6 @@
             "Key": "a-test-object-1",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 13,
@@ -384,7 +380,6 @@
             "Key": "b-test-object-2",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 13,
@@ -401,7 +396,6 @@
             "Key": "c-test-object-3",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 13,
@@ -417,7 +411,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketCRUD::test_delete_bucket_with_objects": {
-    "recorded-date": "27-07-2023, 00:25:16",
+    "recorded-date": "21-02-2026, 01:01:36",
     "recorded-content": {
       "delete-with-obj": {
         "Error": {
@@ -445,7 +439,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3ObjectCRUD::test_delete_objects": {
-    "recorded-date": "21-01-2025, 18:09:33",
+    "recorded-date": "21-02-2026, 01:01:42",
     "recorded-content": {
       "put-object": {
         "ChecksumCRC32": "1jy6qw==",
@@ -491,7 +485,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3ObjectCRUD::test_delete_objects_versioned": {
-    "recorded-date": "21-01-2025, 18:09:40",
+    "recorded-date": "23-02-2026, 11:04:21",
     "recorded-content": {
       "put-object": {
         "ChecksumCRC32": "1jy6qw==",
@@ -576,7 +570,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketVersioning::test_bucket_versioning_crud": {
-    "recorded-date": "21-01-2025, 18:10:29",
+    "recorded-date": "21-02-2026, 01:02:46",
     "recorded-content": {
       "get-versioning-before": {
         "ResponseMetadata": {
@@ -671,7 +665,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3ObjectCRUD::test_put_object_on_suspended_bucket": {
-    "recorded-date": "21-01-2025, 18:09:46",
+    "recorded-date": "21-02-2026, 01:01:55",
     "recorded-content": {
       "put-object-0": {
         "ChecksumCRC32": "yAYCLA==",
@@ -725,7 +719,6 @@
             "Key": "test-version",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 14,
@@ -742,7 +735,6 @@
             "Key": "test-version",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 14,
@@ -759,7 +751,6 @@
             "Key": "test-version",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 14,
@@ -791,7 +782,6 @@
             "Key": "test-version",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 14,
@@ -808,7 +798,6 @@
             "Key": "test-version",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 14,
@@ -825,7 +814,6 @@
             "Key": "test-version",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 14,
@@ -867,7 +855,6 @@
             "Key": "test-version",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 22,
@@ -884,7 +871,6 @@
             "Key": "test-version",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 14,
@@ -901,7 +887,6 @@
             "Key": "test-version",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 14,
@@ -918,7 +903,6 @@
             "Key": "test-version",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 14,
@@ -960,7 +944,6 @@
             "Key": "test-version",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 22,
@@ -977,7 +960,6 @@
             "Key": "test-version",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 14,
@@ -994,7 +976,6 @@
             "Key": "test-version",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 14,
@@ -1011,7 +992,6 @@
             "Key": "test-version",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 14,
@@ -1044,7 +1024,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3ObjectCRUD::test_delete_object_on_suspended_bucket": {
-    "recorded-date": "21-01-2025, 18:09:50",
+    "recorded-date": "21-02-2026, 01:01:59",
     "recorded-content": {
       "put-object-0": {
         "ChecksumCRC32": "yAYCLA==",
@@ -1087,7 +1067,6 @@
             "Key": "test-delete-suspended",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 14,
@@ -1104,7 +1083,6 @@
             "Key": "test-delete-suspended",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 14,
@@ -1132,7 +1110,6 @@
             "Key": "test-delete-suspended",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "VersionId": "<version-id:3>"
@@ -1156,7 +1133,6 @@
             "Key": "test-delete-suspended",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 14,
@@ -1173,7 +1149,6 @@
             "Key": "test-delete-suspended",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 14,
@@ -1215,7 +1190,6 @@
             "Key": "test-delete-suspended",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 35,
@@ -1232,7 +1206,6 @@
             "Key": "test-delete-suspended",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 14,
@@ -1249,7 +1222,6 @@
             "Key": "test-delete-suspended",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 14,
@@ -1277,7 +1249,6 @@
             "Key": "test-delete-suspended",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "VersionId": "<version-id:3>"
@@ -1301,7 +1272,6 @@
             "Key": "test-delete-suspended",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 14,
@@ -1318,7 +1288,6 @@
             "Key": "test-delete-suspended",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 14,
@@ -1334,7 +1303,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketEncryption::test_s3_default_bucket_encryption": {
-    "recorded-date": "21-01-2025, 18:10:45",
+    "recorded-date": "21-02-2026, 01:02:50",
     "recorded-content": {
       "default-bucket-encryption": {
         "ServerSideEncryptionConfiguration": {
@@ -1373,7 +1342,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketEncryption::test_s3_default_bucket_encryption_exc": {
-    "recorded-date": "21-01-2025, 18:10:47",
+    "recorded-date": "21-02-2026, 01:02:53",
     "recorded-content": {
       "get-bucket-enc-no-bucket": {
         "Error": {
@@ -1442,7 +1411,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketEncryption::test_s3_bucket_encryption_sse_s3": {
-    "recorded-date": "27-11-2025, 15:27:11",
+    "recorded-date": "21-02-2026, 01:02:55",
     "recorded-content": {
       "put-bucket-enc": {
         "ResponseMetadata": {
@@ -1492,7 +1461,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketEncryption::test_s3_bucket_encryption_sse_kms_aws_managed_key": {
-    "recorded-date": "11-11-2025, 11:17:47",
+    "recorded-date": "21-02-2026, 01:03:01",
     "recorded-content": {
       "put-bucket-enc": {
         "ResponseMetadata": {
@@ -1520,7 +1489,7 @@
         "BucketKeyEnabled": true,
         "ChecksumCRC32": "J1mCHA==",
         "ChecksumType": "FULL_OBJECT",
-        "ETag": "\"69e1edd35a04ba6a5a6038de9f7fa8a5\"",
+        "ETag": "\"ec9f92ff18167a8c0cbff69597b6abf1\"",
         "SSEKMSKeyId": "arn:<partition>:kms:<region>:111111111111:key/<uuid:1>",
         "ServerSideEncryption": "aws:kms",
         "ResponseMetadata": {
@@ -1558,7 +1527,7 @@
         "BucketKeyEnabled": true,
         "ContentLength": 14,
         "ContentType": "binary/octet-stream",
-        "ETag": "\"69e1edd35a04ba6a5a6038de9f7fa8a5\"",
+        "ETag": "\"ec9f92ff18167a8c0cbff69597b6abf1\"",
         "LastModified": "datetime",
         "Metadata": {},
         "SSEKMSKeyId": "arn:<partition>:kms:<region>:111111111111:key/<uuid:1>",
@@ -1576,7 +1545,7 @@
         "ChecksumType": "FULL_OBJECT",
         "ContentLength": 14,
         "ContentType": "binary/octet-stream",
-        "ETag": "\"69e1edd35a04ba6a5a6038de9f7fa8a5\"",
+        "ETag": "\"ec9f92ff18167a8c0cbff69597b6abf1\"",
         "LastModified": "datetime",
         "Metadata": {},
         "SSEKMSKeyId": "arn:<partition>:kms:<region>:111111111111:key/<uuid:1>",
@@ -1589,7 +1558,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketEncryption::test_s3_bucket_encryption_sse_kms": {
-    "recorded-date": "21-01-2025, 18:10:53",
+    "recorded-date": "21-02-2026, 01:02:58",
     "recorded-content": {
       "put-bucket-enc": {
         "ResponseMetadata": {
@@ -1618,7 +1587,7 @@
         "BucketKeyEnabled": true,
         "ChecksumCRC32": "J1mCHA==",
         "ChecksumType": "FULL_OBJECT",
-        "ETag": "\"ed93a03fee21ae796b5619dfb8afbe13\"",
+        "ETag": "\"88206b4eb968f907bf407d28fb04ceff\"",
         "SSEKMSKeyId": "arn:<partition>:kms:<region>:111111111111:key/<uuid:1>",
         "ServerSideEncryption": "aws:kms",
         "ResponseMetadata": {
@@ -1631,7 +1600,7 @@
         "BucketKeyEnabled": true,
         "ContentLength": 14,
         "ContentType": "binary/octet-stream",
-        "ETag": "\"ed93a03fee21ae796b5619dfb8afbe13\"",
+        "ETag": "\"88206b4eb968f907bf407d28fb04ceff\"",
         "LastModified": "datetime",
         "Metadata": {},
         "SSEKMSKeyId": "arn:<partition>:kms:<region>:111111111111:key/<uuid:1>",
@@ -1649,7 +1618,7 @@
         "ChecksumType": "FULL_OBJECT",
         "ContentLength": 14,
         "ContentType": "binary/octet-stream",
-        "ETag": "\"ed93a03fee21ae796b5619dfb8afbe13\"",
+        "ETag": "\"88206b4eb968f907bf407d28fb04ceff\"",
         "LastModified": "datetime",
         "Metadata": {},
         "SSEKMSKeyId": "arn:<partition>:kms:<region>:111111111111:key/<uuid:1>",
@@ -1668,7 +1637,7 @@
       "put-object-encrypted-bucket-key-disabled": {
         "ChecksumCRC32": "J1mCHA==",
         "ChecksumType": "FULL_OBJECT",
-        "ETag": "\"0b507d4ef8c3b14da00a61984206ca0d\"",
+        "ETag": "\"7dfb290d8f2cc85b35a86adf9bceb32a\"",
         "SSEKMSKeyId": "arn:<partition>:kms:<region>:111111111111:key/<uuid:1>",
         "ServerSideEncryption": "aws:kms",
         "ResponseMetadata": {
@@ -1679,7 +1648,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketObjectTagging::test_bucket_tagging_crud": {
-    "recorded-date": "27-11-2025, 14:45:14",
+    "recorded-date": "23-02-2026, 11:08:45",
     "recorded-content": {
       "get-bucket-tags-empty": {
         "Error": {
@@ -1747,7 +1716,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketObjectTagging::test_object_tagging_crud": {
-    "recorded-date": "27-11-2025, 14:45:27",
+    "recorded-date": "23-02-2026, 11:09:07",
     "recorded-content": {
       "put-object": {
         "ChecksumCRC32": "lpqTBg==",
@@ -1855,7 +1824,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketObjectTagging::test_put_object_with_tags": {
-    "recorded-date": "27-11-2025, 14:45:39",
+    "recorded-date": "23-02-2026, 11:09:19",
     "recorded-content": {
       "put-object": {
         "ChecksumCRC32": "lpqTBg==",
@@ -1971,7 +1940,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketObjectTagging::test_bucket_tagging_exc": {
-    "recorded-date": "27-11-2025, 14:45:22",
+    "recorded-date": "23-02-2026, 11:08:53",
     "recorded-content": {
       "get-no-bucket-tags": {
         "Error": {
@@ -2009,7 +1978,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketObjectTagging::test_object_tagging_versioned": {
-    "recorded-date": "27-11-2025, 14:45:36",
+    "recorded-date": "23-02-2026, 11:09:16",
     "recorded-content": {
       "put-obj-0": {
         "ChecksumCRC32": "XCKz9A==",
@@ -2185,7 +2154,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketObjectTagging::test_object_tagging_exc": {
-    "recorded-date": "27-11-2025, 14:45:30",
+    "recorded-date": "23-02-2026, 11:09:10",
     "recorded-content": {
       "get-no-bucket-tags": {
         "Error": {
@@ -2280,7 +2249,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketObjectTagging::test_object_tags_delete_or_overwrite_object": {
-    "recorded-date": "27-11-2025, 14:45:42",
+    "recorded-date": "23-02-2026, 11:09:25",
     "recorded-content": {
       "get-object-after-creation": {
         "TagSet": [
@@ -2311,7 +2280,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketObjectTagging::test_tagging_validation": {
-    "recorded-date": "27-11-2025, 15:16:36",
+    "recorded-date": "23-02-2026, 11:09:30",
     "recorded-content": {
       "put-bucket-tags-duplicate-keys": {
         "Error": {
@@ -2434,7 +2403,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3ObjectLock::test_put_object_lock_configuration_on_existing_bucket": {
-    "recorded-date": "21-01-2025, 18:11:36",
+    "recorded-date": "21-02-2026, 01:03:59",
     "recorded-content": {
       "get-object-lock-existing-bucket-no-config": {
         "Error": {
@@ -2497,7 +2466,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3ObjectLock::test_get_put_object_lock_configuration": {
-    "recorded-date": "21-01-2025, 18:11:37",
+    "recorded-date": "21-02-2026, 01:04:00",
     "recorded-content": {
       "get-lock-config-start": {
         "ObjectLockConfiguration": {
@@ -2547,7 +2516,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3ObjectLock::test_put_object_lock_configuration_exc": {
-    "recorded-date": "20-06-2025, 17:03:24",
+    "recorded-date": "21-02-2026, 01:04:04",
     "recorded-content": {
       "put-lock-config-no-enabled": {
         "Error": {
@@ -2622,7 +2591,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3ObjectLock::test_get_object_lock_configuration_exc": {
-    "recorded-date": "21-01-2025, 18:11:42",
+    "recorded-date": "21-02-2026, 01:04:06",
     "recorded-content": {
       "get-lock-config-no-enabled": {
         "Error": {
@@ -2649,7 +2618,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3ObjectLock::test_disable_versioning_on_locked_bucket": {
-    "recorded-date": "21-01-2025, 18:11:43",
+    "recorded-date": "21-02-2026, 01:04:07",
     "recorded-content": {
       "disable-versioning-on-locked-bucket": {
         "Error": {
@@ -2670,7 +2639,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketOwnershipControls::test_crud_bucket_ownership_controls": {
-    "recorded-date": "10-08-2023, 02:57:08",
+    "recorded-date": "21-02-2026, 01:04:13",
     "recorded-content": {
       "default-ownership": {
         "OwnershipControls": {
@@ -2743,7 +2712,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketOwnershipControls::test_bucket_ownership_controls_exc": {
-    "recorded-date": "10-08-2023, 03:08:54",
+    "recorded-date": "21-02-2026, 01:04:17",
     "recorded-content": {
       "default-ownership": {
         "OwnershipControls": {
@@ -2813,7 +2782,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3PublicAccessBlock::test_crud_public_access_block": {
-    "recorded-date": "10-08-2023, 03:29:18",
+    "recorded-date": "21-02-2026, 01:04:19",
     "recorded-content": {
       "get-default-public-access-block": {
         "PublicAccessBlockConfiguration": {
@@ -2875,7 +2844,7 @@
     "recorded-content": {}
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketPolicy::test_bucket_policy_crud": {
-    "recorded-date": "20-10-2023, 17:31:38",
+    "recorded-date": "21-02-2026, 01:04:22",
     "recorded-content": {
       "get-bucket-default-policy": {
         "Error": {
@@ -2939,7 +2908,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketPolicy::test_bucket_policy_exc": {
-    "recorded-date": "10-08-2023, 17:35:26",
+    "recorded-date": "21-02-2026, 01:04:24",
     "recorded-content": {
       "put-empty-bucket-policy": {
         "Error": {
@@ -2974,7 +2943,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketAccelerateConfiguration::test_bucket_acceleration_configuration_crud": {
-    "recorded-date": "10-08-2023, 18:26:06",
+    "recorded-date": "21-02-2026, 01:04:28",
     "recorded-content": {
       "get-bucket-default-accelerate-config": {
         "ResponseMetadata": {
@@ -3011,7 +2980,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketAccelerateConfiguration::test_bucket_acceleration_configuration_exc": {
-    "recorded-date": "10-08-2023, 18:01:50",
+    "recorded-date": "21-02-2026, 01:04:30",
     "recorded-content": {
       "put-bucket-accelerate-config-lowercase": {
         "Error": {
@@ -3046,7 +3015,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3ObjectCRUD::test_get_object_range": {
-    "recorded-date": "07-07-2025, 17:50:03",
+    "recorded-date": "21-02-2026, 01:02:09",
     "recorded-content": {
       "get-0-8": {
         "AcceptRanges": "bytes",
@@ -3320,7 +3289,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3Multipart::test_upload_part_copy_range": {
-    "recorded-date": "13-06-2025, 12:42:54",
+    "recorded-date": "21-02-2026, 01:02:15",
     "recorded-content": {
       "put-src-object": {
         "ChecksumCRC32": "poTHxg==",
@@ -3386,7 +3355,6 @@
         "MaxParts": 1000,
         "NextPartNumberMarker": 3,
         "Owner": {
-          "DisplayName": "display-name",
           "ID": "i-d"
         },
         "PartNumberMarker": 0,
@@ -3562,7 +3530,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3ObjectLock::test_delete_object_with_no_locking": {
-    "recorded-date": "21-01-2025, 18:11:45",
+    "recorded-date": "21-02-2026, 01:04:09",
     "recorded-content": {
       "delete-object-bypass-no-lock": {
         "Error": {
@@ -3600,7 +3568,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3Multipart::test_upload_part_copy_no_copy_source_range": {
-    "recorded-date": "13-06-2025, 12:42:57",
+    "recorded-date": "21-02-2026, 01:02:18",
     "recorded-content": {
       "put-src-object": {
         "ChecksumCRC32": "poTHxg==",
@@ -3644,7 +3612,6 @@
         "MaxParts": 1000,
         "NextPartNumberMarker": 1,
         "Owner": {
-          "DisplayName": "display-name",
           "ID": "i-d"
         },
         "PartNumberMarker": 0,
@@ -3666,7 +3633,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3ObjectWritePrecondition::test_put_object_if_none_match": {
-    "recorded-date": "17-03-2025, 20:15:37",
+    "recorded-date": "21-02-2026, 01:04:34",
     "recorded-content": {
       "put-obj": {
         "ChecksumCRC32": "AAAAAA==",
@@ -3708,7 +3675,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3ObjectWritePrecondition::test_put_object_if_none_match_validation": {
-    "recorded-date": "17-03-2025, 20:15:39",
+    "recorded-date": "21-02-2026, 01:04:36",
     "recorded-content": {
       "put-obj": {
         "ChecksumCRC32": "AAAAAA==",
@@ -3735,7 +3702,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3ObjectWritePrecondition::test_put_object_if_none_match_versioned_bucket": {
-    "recorded-date": "17-03-2025, 20:15:48",
+    "recorded-date": "21-02-2026, 01:04:44",
     "recorded-content": {
       "put-obj": {
         "ChecksumCRC32": "AAAAAA==",
@@ -3785,7 +3752,6 @@
             "Key": "test-precondition",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name:1>",
               "ID": "<i-d:1>"
             },
             "VersionId": "<version-id:2>"
@@ -3809,7 +3775,6 @@
             "Key": "test-precondition",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name:1>",
               "ID": "<i-d:1>"
             },
             "Size": 0,
@@ -3826,7 +3791,6 @@
             "Key": "test-precondition",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name:1>",
               "ID": "<i-d:1>"
             },
             "Size": 0,
@@ -3842,7 +3806,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3ObjectWritePrecondition::test_multipart_if_none_match_with_delete": {
-    "recorded-date": "17-03-2025, 20:15:42",
+    "recorded-date": "21-02-2026, 01:04:39",
     "recorded-content": {
       "put-obj": {
         "ChecksumCRC32": "AAAAAA==",
@@ -3909,7 +3873,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3ObjectWritePrecondition::test_multipart_if_none_match_with_put": {
-    "recorded-date": "17-03-2025, 20:15:45",
+    "recorded-date": "21-02-2026, 01:04:41",
     "recorded-content": {
       "create-multipart": {
         "Bucket": "<bucket:1>",
@@ -3945,7 +3909,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketVersioning::test_object_version_id_format": {
-    "recorded-date": "21-01-2025, 18:10:31",
+    "recorded-date": "21-02-2026, 01:02:47",
     "recorded-content": {
       "put-object": {
         "ChecksumCRC32": "AAAAAA==",
@@ -3961,7 +3925,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3ObjectWritePrecondition::test_put_object_if_match": {
-    "recorded-date": "17-03-2025, 20:15:51",
+    "recorded-date": "21-02-2026, 01:04:47",
     "recorded-content": {
       "put-obj": {
         "ChecksumCRC32": "2H9+DA==",
@@ -4024,7 +3988,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3ObjectWritePrecondition::test_put_object_if_match_validation": {
-    "recorded-date": "17-03-2025, 20:15:53",
+    "recorded-date": "21-02-2026, 01:04:49",
     "recorded-content": {
       "put-obj-if-match-star-value": {
         "Error": {
@@ -4063,7 +4027,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3ObjectWritePrecondition::test_multipart_if_match_with_put": {
-    "recorded-date": "17-03-2025, 20:15:56",
+    "recorded-date": "21-02-2026, 01:04:52",
     "recorded-content": {
       "put-obj": {
         "ChecksumCRC32": "2H9+DA==",
@@ -4144,7 +4108,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3ObjectWritePrecondition::test_multipart_if_match_with_put_identical": {
-    "recorded-date": "17-03-2025, 20:15:59",
+    "recorded-date": "21-02-2026, 01:04:56",
     "recorded-content": {
       "put-obj": {
         "ChecksumCRC32": "2H9+DA==",
@@ -4214,7 +4178,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3ObjectWritePrecondition::test_multipart_if_match_with_delete": {
-    "recorded-date": "17-03-2025, 20:16:02",
+    "recorded-date": "21-02-2026, 01:04:59",
     "recorded-content": {
       "put-obj": {
         "ChecksumCRC32": "2H9+DA==",
@@ -4278,7 +4242,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3ObjectWritePrecondition::test_put_object_if_match_versioned_bucket": {
-    "recorded-date": "17-03-2025, 20:16:06",
+    "recorded-date": "21-02-2026, 01:05:02",
     "recorded-content": {
       "put-obj": {
         "ChecksumCRC32": "2H9+DA==",
@@ -4350,7 +4314,6 @@
             "Key": "test-precondition",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name:1>",
               "ID": "<i-d:1>"
             },
             "VersionId": "<version-id:2>"
@@ -4374,7 +4337,6 @@
             "Key": "test-precondition",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name:1>",
               "ID": "<i-d:1>"
             },
             "Size": 13,
@@ -4391,7 +4353,6 @@
             "Key": "test-precondition",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name:1>",
               "ID": "<i-d:1>"
             },
             "Size": 14,
@@ -4408,7 +4369,6 @@
             "Key": "test-precondition",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name:1>",
               "ID": "<i-d:1>"
             },
             "Size": 4,
@@ -4424,7 +4384,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3ObjectWritePrecondition::test_put_object_if_match_and_if_none_match_validation": {
-    "recorded-date": "17-03-2025, 20:16:07",
+    "recorded-date": "21-02-2026, 01:05:04",
     "recorded-content": {
       "put-obj-both-precondition": {
         "Error": {
@@ -4441,7 +4401,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3ObjectWritePrecondition::test_multipart_if_match_etag": {
-    "recorded-date": "17-03-2025, 20:16:10",
+    "recorded-date": "21-02-2026, 01:05:07",
     "recorded-content": {
       "put-obj": {
         "ChecksumCRC32": "2H9+DA==",
@@ -4513,7 +4473,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3MetricsConfiguration::test_put_bucket_metrics_configuration": {
-    "recorded-date": "13-06-2025, 08:33:02",
+    "recorded-date": "21-02-2026, 01:05:25",
     "recorded-content": {
       "put_bucket_metrics_configuration": {
         "ResponseMetadata": {
@@ -4536,7 +4496,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3MetricsConfiguration::test_overwrite_bucket_metrics_configuration": {
-    "recorded-date": "13-06-2025, 08:33:03",
+    "recorded-date": "21-02-2026, 01:05:27",
     "recorded-content": {
       "overwrite_bucket_metrics_configuration": {
         "ResponseMetadata": {
@@ -4559,7 +4519,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3MetricsConfiguration::test_list_bucket_metrics_configurations": {
-    "recorded-date": "13-06-2025, 08:33:04",
+    "recorded-date": "21-02-2026, 01:05:28",
     "recorded-content": {
       "list_bucket_metrics_configurations": {
         "IsTruncated": false,
@@ -4585,7 +4545,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3MetricsConfiguration::test_get_bucket_metrics_configuration": {
-    "recorded-date": "13-06-2025, 08:33:17",
+    "recorded-date": "21-02-2026, 01:05:44",
     "recorded-content": {
       "get_bucket_metrics_configuration": {
         "MetricsConfiguration": {
@@ -4602,7 +4562,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3MetricsConfiguration::test_get_bucket_metrics_configuration_not_exist": {
-    "recorded-date": "13-06-2025, 08:33:18",
+    "recorded-date": "21-02-2026, 01:05:45",
     "recorded-content": {
       "get_bucket_metrics_configuration": {
         "Error": {
@@ -4617,7 +4577,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3MetricsConfiguration::test_delete_metrics_configuration": {
-    "recorded-date": "13-06-2025, 08:33:19",
+    "recorded-date": "21-02-2026, 01:05:47",
     "recorded-content": {
       "delete_bucket_metrics_configuration": {
         "ResponseMetadata": {
@@ -4638,7 +4598,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3MetricsConfiguration::test_list_bucket_metrics_configurations_paginated": {
-    "recorded-date": "13-06-2025, 08:33:16",
+    "recorded-date": "21-02-2026, 01:05:43",
     "recorded-content": {
       "list_bucket_metrics_configurations_page_2": {
         "ContinuationToken": "<continuation-token:1>",
@@ -4665,7 +4625,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3MetricsConfiguration::test_delete_metrics_configuration_twice": {
-    "recorded-date": "13-06-2025, 08:33:20",
+    "recorded-date": "21-02-2026, 01:05:48",
     "recorded-content": {
       "delete_bucket_metrics_configuration_1": {
         "ResponseMetadata": {
@@ -4686,23 +4646,23 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3DeletePrecondition::test_delete_object_if_match_non_express": {
-    "recorded-date": "23-06-2025, 08:53:20",
+    "recorded-date": "21-02-2026, 01:05:50",
     "recorded-content": {
       "delete-obj-if-match": {
         "Error": {
-          "Code": "NotImplemented",
-          "Header": "If-Match",
-          "Message": "A header you provided implies functionality that is not implemented"
+          "Code": "PreconditionFailed",
+          "Condition": "If-Match",
+          "Message": "At least one of the pre-conditions you specified did not hold"
         },
         "ResponseMetadata": {
           "HTTPHeaders": {},
-          "HTTPStatusCode": 501
+          "HTTPStatusCode": 412
         }
       }
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3DeletePrecondition::test_delete_object_if_match_modified_non_express": {
-    "recorded-date": "23-06-2025, 09:05:52",
+    "recorded-date": "21-02-2026, 01:05:52",
     "recorded-content": {
       "delete-obj-if-match-last-modified": {
         "Error": {
@@ -4718,7 +4678,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3DeletePrecondition::test_delete_object_if_match_size_non_express": {
-    "recorded-date": "23-06-2025, 09:05:59",
+    "recorded-date": "21-02-2026, 01:05:54",
     "recorded-content": {
       "delete-obj-if-match-size": {
         "Error": {
@@ -4734,7 +4694,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3DeletePrecondition::test_delete_object_if_match_all_non_express": {
-    "recorded-date": "23-06-2025, 09:06:41",
+    "recorded-date": "21-02-2026, 01:05:56",
     "recorded-content": {
       "delete-obj-if-match-all": {
         "Error": {
@@ -4750,7 +4710,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketNotificationConfiguration::test_bucket_notification_with_missing_values_in_rule": {
-    "recorded-date": "02-09-2025, 21:38:48",
+    "recorded-date": "21-02-2026, 01:05:59",
     "recorded-content": {
       "invalid-rule-no-values": {
         "Error": {
@@ -4785,7 +4745,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketNotificationConfiguration::test_bucket_notification_with_invalid_filter_rules": {
-    "recorded-date": "02-09-2025, 21:37:07",
+    "recorded-date": "21-02-2026, 01:06:01",
     "recorded-content": {
       "invalid_filter_name": {
         "Error": {
@@ -4802,7 +4762,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketObjectTagging::test_put_object_tagging_none_value": {
-    "recorded-date": "27-11-2025, 14:45:32",
+    "recorded-date": "23-02-2026, 11:09:12",
     "recorded-content": {
       "put-none-tag-set": {
         "ResponseMetadata": {
@@ -4820,7 +4780,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketObjectTagging::test_put_bucket_tagging_none_value": {
-    "recorded-date": "27-11-2025, 14:45:24",
+    "recorded-date": "23-02-2026, 11:09:04",
     "recorded-content": {
       "put-bucket-tags-origin": {
         "ResponseMetadata": {
@@ -4848,7 +4808,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3Multipart::test_upload_part_copy_with_copy_source_if_match_and_if_unmodified_since_match": {
-    "recorded-date": "06-09-2025, 09:23:25",
+    "recorded-date": "21-02-2026, 01:02:36",
     "recorded-content": {
       "upload-part-copy": {
         "CopyPartResult": {
@@ -4893,7 +4853,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3Multipart::test_upload_part_copy_with_copy_source_if_none_match_and_if_unmodified_since_match_failed": {
-    "recorded-date": "06-09-2025, 09:24:36",
+    "recorded-date": "21-02-2026, 01:02:38",
     "recorded-content": {
       "upload-part-copy-source-unmodified-since-and-if-none-match": {
         "Error": {
@@ -4909,7 +4869,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3Multipart::test_upload_part_copy_with_if_modified_since_failed": {
-    "recorded-date": "06-09-2025, 09:24:51",
+    "recorded-date": "21-02-2026, 01:02:42",
     "recorded-content": {
       "upload-part-copy-source-modified-since-match": {
         "Error": {
@@ -4925,7 +4885,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3Multipart::test_upload_part_copy_with_copy_source_if_match_failed": {
-    "recorded-date": "06-09-2025, 09:22:26",
+    "recorded-date": "21-02-2026, 01:02:30",
     "recorded-content": {
       "upload-part-copy-source-if-match": {
         "Error": {
@@ -4941,7 +4901,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3Multipart::test_upload_part_copy_with_copy_source_if_none_match_failed": {
-    "recorded-date": "06-09-2025, 09:22:50",
+    "recorded-date": "21-02-2026, 01:02:32",
     "recorded-content": {
       "upload-part-copy-source-if-none-match": {
         "Error": {
@@ -4957,7 +4917,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3Multipart::test_upload_part_copy_with_copy_source_if_unmodified_since_match_failed": {
-    "recorded-date": "06-09-2025, 09:23:12",
+    "recorded-date": "21-02-2026, 01:02:34",
     "recorded-content": {
       "upload-part-copy-source-unmodified-since-match": {
         "Error": {
@@ -4973,7 +4933,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3Multipart::test_upload_part_copy_with_copy_source_if_match_success": {
-    "recorded-date": "06-09-2025, 09:36:51",
+    "recorded-date": "21-02-2026, 01:02:20",
     "recorded-content": {
       "upload-part-copy-if-match": {
         "CopyPartResult": {
@@ -5018,7 +4978,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3Multipart::test_upload_part_copy_with_copy_source_if_match_none_success": {
-    "recorded-date": "06-09-2025, 09:39:55",
+    "recorded-date": "21-02-2026, 01:02:22",
     "recorded-content": {
       "upload-part-copy-if-none-match": {
         "CopyPartResult": {
@@ -5063,7 +5023,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3Multipart::test_upload_part_copy_with_copy_source_if_unmodified_since_success": {
-    "recorded-date": "06-09-2025, 09:47:30",
+    "recorded-date": "21-02-2026, 01:02:24",
     "recorded-content": {
       "upload-part-copy-if-unmodified-since": {
         "CopyPartResult": {
@@ -5108,7 +5068,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3Multipart::test_upload_part_copy_with_copy_source_if_modified_since_success": {
-    "recorded-date": "06-09-2025, 10:07:29",
+    "recorded-date": "21-02-2026, 01:02:26",
     "recorded-content": {
       "upload-part-copy-if-modified-since": {
         "CopyPartResult": {
@@ -5153,7 +5113,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3Multipart::test_upload_part_copy_with_copy_source_if_modified_since_in_future_success": {
-    "recorded-date": "06-09-2025, 10:20:23",
+    "recorded-date": "21-02-2026, 01:02:28",
     "recorded-content": {
       "upload-part-copy-if-modified-since-in-future": {
         "CopyPartResult": {
@@ -5198,9 +5158,10 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketObjectTagging::test_create_bucket_with_tags": {
-    "recorded-date": "27-11-2025, 14:45:15",
+    "recorded-date": "23-02-2026, 11:08:46",
     "recorded-content": {
       "create-bucket-with-tags": {
+        "BucketArn": "<bucket-arn:1>",
         "Location": "<location:1>",
         "ResponseMetadata": {
           "HTTPHeaders": {},
@@ -5222,9 +5183,10 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketObjectTagging::test_create_bucket_with_tags_us_east_1_idempotency": {
-    "recorded-date": "27-11-2025, 14:45:19",
+    "recorded-date": "23-02-2026, 11:12:03",
     "recorded-content": {
       "create-bucket-with-tags": {
+        "BucketArn": "arn:<partition>:s3:::<bucket-name:1>",
         "Location": "/<bucket-name:1>",
         "ResponseMetadata": {
           "HTTPHeaders": {},
@@ -5255,6 +5217,7 @@
         }
       },
       "create-bucket-with-no-tags": {
+        "BucketArn": "arn:<partition>:s3:::<bucket-name:1>",
         "Location": "/<bucket-name:1>",
         "ResponseMetadata": {
           "HTTPHeaders": {},
@@ -5285,6 +5248,7 @@
         }
       },
       "create-bucket-with-empty-tags": {
+        "BucketArn": "arn:<partition>:s3:::<bucket-name:1>",
         "Location": "/<bucket-name:1>",
         "ResponseMetadata": {
           "HTTPHeaders": {},
@@ -5306,7 +5270,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketObjectTagging::test_create_bucket_with_tags_exc": {
-    "recorded-date": "27-11-2025, 15:19:32",
+    "recorded-date": "23-02-2026, 11:09:02",
     "recorded-content": {
       "tags-key-none": {
         "Error": {
@@ -5374,9 +5338,10 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketObjectTagging::test_create_bucket_with_empty_tags": {
-    "recorded-date": "27-11-2025, 14:45:17",
+    "recorded-date": "23-02-2026, 11:11:49",
     "recorded-content": {
       "create-bucket-with-empty-tags": {
+        "BucketArn": "arn:<partition>:s3:::<bucket-name:1>",
         "Location": "/<bucket-name:1>",
         "ResponseMetadata": {
           "HTTPHeaders": {},
@@ -5395,6 +5360,7 @@
         }
       },
       "create-bucket-with-none-tags": {
+        "BucketArn": "arn:<partition>:s3:::<bucket-name:1>",
         "Location": "/<bucket-name:1>",
         "ResponseMetadata": {
           "HTTPHeaders": {},
@@ -5404,7 +5370,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketObjectTagging::test_head_object_with_tags": {
-    "recorded-date": "27-11-2025, 15:35:45",
+    "recorded-date": "23-02-2026, 11:09:22",
     "recorded-content": {
       "put-object": {
         "ChecksumCRC32": "lpqTBg==",
@@ -5480,11 +5446,12 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3ObjectWritePrecondition::test_copy_object_if_none_match": {
-    "recorded-date": "24-12-2025, 05:58:48",
+    "recorded-date": "21-02-2026, 01:05:09",
     "recorded-content": {
       "copy-obj": {
         "CopyObjectResult": {
           "ChecksumCRC32": "wmoL/Q==",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"4d96fd1280dd67fe2eac895339a0a8e3\"",
           "LastModified": "datetime"
         },
@@ -5508,11 +5475,12 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3ObjectWritePrecondition::test_copy_object_if_match": {
-    "recorded-date": "24-12-2025, 05:58:44",
+    "recorded-date": "21-02-2026, 01:05:11",
     "recorded-content": {
       "copy-obj-if-match": {
         "CopyObjectResult": {
           "ChecksumCRC32": "wmoL/Q==",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"4d96fd1280dd67fe2eac895339a0a8e3\"",
           "LastModified": "datetime"
         },
@@ -5547,7 +5515,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3ObjectWritePrecondition::test_copy_object_if_none_match_versioned_bucket": {
-    "recorded-date": "20-02-2026, 23:50:09",
+    "recorded-date": "21-02-2026, 01:05:14",
     "recorded-content": {
       "copy-obj": {
         "CopyObjectResult": {
@@ -5675,7 +5643,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3ObjectWritePrecondition::test_copy_object_if_match_versioned_bucket": {
-    "recorded-date": "20-02-2026, 23:51:46",
+    "recorded-date": "21-02-2026, 01:05:18",
     "recorded-content": {
       "put-obj": {
         "ChecksumCRC32": "P8fZPQ==",
@@ -5837,7 +5805,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3ObjectWritePrecondition::test_copy_object_precondition_write_validation": {
-    "recorded-date": "20-02-2026, 23:31:07",
+    "recorded-date": "21-02-2026, 01:05:21",
     "recorded-content": {
       "copy-obj-none-match-etag": {
         "Error": {
@@ -5878,7 +5846,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3ObjectWritePrecondition::test_copy_object_if_none_match_in_place": {
-    "recorded-date": "20-02-2026, 23:40:39",
+    "recorded-date": "21-02-2026, 01:05:22",
     "recorded-content": {
       "copy-obj-if-none-match-fail": {
         "Error": {
@@ -5894,7 +5862,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3ObjectWritePrecondition::test_copy_object_if_match_in_place": {
-    "recorded-date": "20-02-2026, 23:43:17",
+    "recorded-date": "21-02-2026, 01:05:24",
     "recorded-content": {
       "copy-obj-if-match-in-place": {
         "CopyObjectResult": {
diff --git a/tests/aws/services/s3/test_s3_api.validation.json b/tests/aws/services/s3/test_s3_api.validation.json
index f7ce2f4ce0a58..551ab03f95da0 100644
--- a/tests/aws/services/s3/test_s3_api.validation.json
+++ b/tests/aws/services/s3/test_s3_api.validation.json
@@ -1,551 +1,839 @@
 {
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketAccelerateConfiguration::test_bucket_acceleration_configuration_crud": {
-    "last_validated_date": "2023-08-10T16:26:06+00:00"
+    "last_validated_date": "2026-02-21T01:04:28+00:00",
+    "durations_in_seconds": {
+      "setup": 0.52,
+      "call": 2.41,
+      "teardown": 0.6,
+      "total": 3.53
+    }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketAccelerateConfiguration::test_bucket_acceleration_configuration_exc": {
-    "last_validated_date": "2023-08-10T16:01:50+00:00"
+    "last_validated_date": "2026-02-21T01:04:32+00:00",
+    "durations_in_seconds": {
+      "setup": 0.51,
+      "call": 1.07,
+      "teardown": 1.68,
+      "total": 3.26
+    }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketCRUD::test_delete_bucket_with_objects": {
-    "last_validated_date": "2023-07-26T22:25:16+00:00"
+    "last_validated_date": "2026-02-21T01:01:36+00:00",
+    "durations_in_seconds": {
+      "setup": 1.07,
+      "call": 0.91,
+      "teardown": 0.21,
+      "total": 2.19
+    }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketCRUD::test_delete_versioned_bucket_with_objects": {
-    "last_validated_date": "2024-08-29T13:20:49+00:00"
+    "last_validated_date": "2026-02-21T01:01:38+00:00",
+    "durations_in_seconds": {
+      "setup": 0.54,
+      "call": 1.42,
+      "teardown": 0.21,
+      "total": 2.17
+    }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketEncryption::test_s3_bucket_encryption_sse_kms": {
-    "last_validated_date": "2025-01-21T18:10:53+00:00"
+    "last_validated_date": "2026-02-21T01:03:00+00:00",
+    "durations_in_seconds": {
+      "setup": 1.07,
+      "call": 1.58,
+      "teardown": 1.14,
+      "total": 3.79
+    }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketEncryption::test_s3_bucket_encryption_sse_kms_aws_managed_key": {
-    "last_validated_date": "2025-11-11T11:17:48+00:00",
+    "last_validated_date": "2026-02-21T01:03:02+00:00",
     "durations_in_seconds": {
-      "setup": 1.77,
-      "call": 0.75,
-      "teardown": 0.69,
-      "total": 3.21
+      "setup": 0.52,
+      "call": 1.03,
+      "teardown": 1.01,
+      "total": 2.56
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketEncryption::test_s3_bucket_encryption_sse_s3": {
-    "last_validated_date": "2025-11-27T15:27:12+00:00",
+    "last_validated_date": "2026-02-21T01:02:56+00:00",
     "durations_in_seconds": {
-      "setup": 1.06,
-      "call": 0.67,
-      "teardown": 1.0,
-      "total": 2.73
+      "setup": 0.53,
+      "call": 0.7,
+      "teardown": 0.99,
+      "total": 2.22
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketEncryption::test_s3_default_bucket_encryption": {
-    "last_validated_date": "2025-01-21T18:10:45+00:00"
+    "last_validated_date": "2026-02-21T01:02:51+00:00",
+    "durations_in_seconds": {
+      "setup": 0.53,
+      "call": 0.62,
+      "teardown": 0.62,
+      "total": 1.77
+    }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketEncryption::test_s3_default_bucket_encryption_exc": {
-    "last_validated_date": "2025-01-21T18:10:47+00:00"
+    "last_validated_date": "2026-02-21T01:02:53+00:00",
+    "durations_in_seconds": {
+      "setup": 0.52,
+      "call": 1.48,
+      "teardown": 0.97,
+      "total": 2.97
+    }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketNotificationConfiguration::test_bucket_notification_with_invalid_filter_rules": {
-    "last_validated_date": "2025-09-02T21:37:08+00:00",
+    "last_validated_date": "2026-02-21T01:06:02+00:00",
     "durations_in_seconds": {
-      "setup": 1.07,
-      "call": 0.74,
-      "teardown": 1.04,
-      "total": 2.85
+      "setup": 0.6,
+      "call": 0.37,
+      "teardown": 1.0,
+      "total": 1.97
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketNotificationConfiguration::test_bucket_notification_with_missing_values_in_rule": {
-    "last_validated_date": "2025-09-02T21:38:48+00:00",
+    "last_validated_date": "2026-02-21T01:06:00+00:00",
     "durations_in_seconds": {
-      "setup": 1.04,
-      "call": 1.57,
-      "teardown": 0.81,
-      "total": 3.42
+      "setup": 0.5,
+      "call": 1.6,
+      "teardown": 0.82,
+      "total": 2.92
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketObjectTagging::test_bucket_tagging_crud": {
-    "last_validated_date": "2025-11-27T14:45:14+00:00",
+    "last_validated_date": "2026-02-23T11:08:45+00:00",
     "durations_in_seconds": {
-      "setup": 1.02,
-      "call": 1.53,
-      "teardown": 0.6,
-      "total": 3.15
+      "setup": 1.03,
+      "call": 1.67,
+      "teardown": 0.62,
+      "total": 3.32
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketObjectTagging::test_bucket_tagging_exc": {
-    "last_validated_date": "2025-11-27T14:45:22+00:00",
+    "last_validated_date": "2026-02-23T11:08:54+00:00",
     "durations_in_seconds": {
-      "setup": 0.52,
+      "setup": 0.55,
       "call": 0.56,
-      "teardown": 0.62,
-      "total": 1.7
+      "teardown": 0.71,
+      "total": 1.82
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketObjectTagging::test_create_bucket_with_empty_tags": {
-    "last_validated_date": "2025-11-27T14:45:18+00:00",
+    "last_validated_date": "2026-02-23T11:11:50+00:00",
     "durations_in_seconds": {
-      "setup": 0.0,
-      "call": 0.84,
-      "teardown": 1.05,
-      "total": 1.89
+      "setup": 0.48,
+      "call": 0.99,
+      "teardown": 1.08,
+      "total": 2.55
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketObjectTagging::test_create_bucket_with_tags": {
-    "last_validated_date": "2025-11-27T14:45:16+00:00",
+    "last_validated_date": "2026-02-23T11:08:47+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 0.79,
-      "teardown": 0.61,
+      "call": 0.78,
+      "teardown": 0.62,
       "total": 1.4
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketObjectTagging::test_create_bucket_with_tags_exc": {
-    "last_validated_date": "2025-11-27T15:19:32+00:00",
+    "last_validated_date": "2026-02-23T11:09:02+00:00",
     "durations_in_seconds": {
-      "setup": 0.48,
-      "call": 6.63,
-      "teardown": 0.0,
-      "total": 7.11
+      "setup": 0.0,
+      "call": 8.66,
+      "teardown": 0.01,
+      "total": 8.67
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketObjectTagging::test_create_bucket_with_tags_us_east_1_idempotency": {
-    "last_validated_date": "2025-11-27T14:45:20+00:00",
+    "last_validated_date": "2026-02-23T11:12:04+00:00",
     "durations_in_seconds": {
-      "setup": 0.0,
-      "call": 1.64,
+      "setup": 0.47,
+      "call": 1.71,
       "teardown": 1.24,
-      "total": 2.88
+      "total": 3.42
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3BucketObjectTagging::test_head_object_with_tags": {
-    "last_validated_date": "2025-11-27T15:35:46+00:00",
+    "last_validated_date": "2026-02-23T11:09:23+00:00",
     "durations_in_seconds": {
-      "setup": 0.97,
-      "call": 1.08,
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-    "last_validated_date": "2025-01-21T18:09:37+00:00"
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-    "last_validated_date": "2025-01-21T18:09:33+00:00"
+    "last_validated_date": "2026-02-21T01:01:42+00:00",
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-    "last_validated_date": "2025-01-21T18:09:40+00:00"
+    "last_validated_date": "2026-02-23T11:04:22+00:00",
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   "tests/aws/services/s3/test_s3_api.py::TestS3ObjectCRUD::test_get_object_range": {
-    "last_validated_date": "2025-07-07T17:50:04+00:00",
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     "durations_in_seconds": {
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-      "call": 6.21,
-      "teardown": 0.99,
-      "total": 8.33
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-    "last_validated_date": "2025-01-21T18:09:42+00:00"
+    "last_validated_date": "2026-02-21T01:01:52+00:00",
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+    }
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   "tests/aws/services/s3/test_s3_api.py::TestS3ObjectCRUD::test_list_object_versions_order_unversioned": {
-    "last_validated_date": "2025-01-21T18:09:52+00:00"
+    "last_validated_date": "2026-02-21T01:02:02+00:00",
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+    }
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   "tests/aws/services/s3/test_s3_api.py::TestS3ObjectCRUD::test_put_object_on_suspended_bucket": {
-    "last_validated_date": "2025-01-21T18:09:46+00:00"
+    "last_validated_date": "2026-02-21T01:01:57+00:00",
+    "durations_in_seconds": {
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+      "teardown": 1.43,
+      "total": 4.41
+    }
   },
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-    "last_validated_date": "2025-01-21T18:11:45+00:00"
+    "last_validated_date": "2026-02-21T01:04:11+00:00",
+    "durations_in_seconds": {
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+      "total": 2.91
+    }
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   "tests/aws/services/s3/test_s3_api.py::TestS3ObjectLock::test_disable_versioning_on_locked_bucket": {
-    "last_validated_date": "2025-01-21T18:11:43+00:00"
+    "last_validated_date": "2026-02-21T01:04:08+00:00",
+    "durations_in_seconds": {
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+      "teardown": 0.61,
+      "total": 1.48
+    }
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   "tests/aws/services/s3/test_s3_api.py::TestS3ObjectLock::test_get_object_lock_configuration_exc": {
-    "last_validated_date": "2025-01-21T18:11:42+00:00"
+    "last_validated_date": "2026-02-21T01:04:06+00:00",
+    "durations_in_seconds": {
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+      "call": 0.47,
+      "teardown": 0.61,
+      "total": 1.61
+    }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3ObjectLock::test_get_put_object_lock_configuration": {
-    "last_validated_date": "2025-01-21T18:11:37+00:00"
+    "last_validated_date": "2026-02-21T01:04:01+00:00",
+    "durations_in_seconds": {
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+      "teardown": 0.6,
+      "total": 1.85
+    }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3ObjectLock::test_put_object_lock_configuration_exc": {
-    "last_validated_date": "2025-06-20T17:03:25+00:00",
+    "last_validated_date": "2026-02-21T01:04:05+00:00",
     "durations_in_seconds": {
-      "setup": 0.55,
-      "call": 2.64,
-      "teardown": 0.83,
-      "total": 4.02
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+      "teardown": 0.88,
+      "total": 3.67
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3ObjectLock::test_put_object_lock_configuration_on_existing_bucket": {
-    "last_validated_date": "2025-01-21T18:11:36+00:00"
+    "last_validated_date": "2026-02-21T01:03:59+00:00",
+    "durations_in_seconds": {
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+      "call": 1.49,
+      "teardown": 0.64,
+      "total": 2.65
+    }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3ObjectWritePrecondition::test_copy_object_if_match": {
-    "last_validated_date": "2025-12-24T05:58:44+00:00",
+    "last_validated_date": "2026-02-21T01:05:11+00:00",
     "durations_in_seconds": {
-      "setup": 7.38,
-      "call": 1.43,
-      "teardown": 2.26,
-      "total": 11.07
+      "setup": 0.53,
+      "call": 0.81,
+      "teardown": 1.02,
+      "total": 2.36
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3ObjectWritePrecondition::test_copy_object_if_match_in_place": {
-    "last_validated_date": "2026-02-20T23:43:17+00:00",
+    "last_validated_date": "2026-02-21T01:05:24+00:00",
     "durations_in_seconds": {
-      "setup": 0.98,
-      "call": 0.35,
-      "teardown": 1.29,
-      "total": 2.62
+      "setup": 0.53,
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+      "teardown": 0.97,
+      "total": 1.87
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3ObjectWritePrecondition::test_copy_object_if_match_versioned_bucket": {
-    "last_validated_date": "2026-02-20T23:51:46+00:00",
+    "last_validated_date": "2026-02-21T01:05:18+00:00",
     "durations_in_seconds": {
-      "setup": 0.96,
-      "call": 1.41,
-      "teardown": 1.52,
-      "total": 3.89
+      "setup": 0.51,
+      "call": 1.49,
+      "teardown": 1.51,
+      "total": 3.51
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3ObjectWritePrecondition::test_copy_object_if_none_match": {
-    "last_validated_date": "2025-12-24T05:58:48+00:00",
+    "last_validated_date": "2026-02-21T01:05:09+00:00",
     "durations_in_seconds": {
-      "setup": 1.63,
-      "call": 0.49,
-      "teardown": 2.09,
-      "total": 4.21
+      "setup": 0.52,
+      "call": 0.48,
+      "teardown": 1.04,
+      "total": 2.04
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3ObjectWritePrecondition::test_copy_object_if_none_match_in_place": {
-    "last_validated_date": "2026-02-20T23:40:39+00:00",
+    "last_validated_date": "2026-02-21T01:05:22+00:00",
     "durations_in_seconds": {
-      "setup": 0.99,
-      "call": 0.35,
-      "teardown": 0.99,
-      "total": 2.33
+      "setup": 0.51,
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+      "teardown": 1.02,
+      "total": 1.86
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3ObjectWritePrecondition::test_copy_object_if_none_match_versioned_bucket": {
-    "last_validated_date": "2026-02-20T23:50:09+00:00",
+    "last_validated_date": "2026-02-21T01:05:14+00:00",
     "durations_in_seconds": {
-      "setup": 0.97,
-      "call": 1.07,
-      "teardown": 1.37,
-      "total": 3.41
+      "setup": 0.52,
+      "call": 1.11,
+      "teardown": 1.39,
+      "total": 3.02
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3ObjectWritePrecondition::test_copy_object_precondition_write_validation": {
-    "last_validated_date": "2026-02-20T23:31:07+00:00",
+    "last_validated_date": "2026-02-21T01:05:21+00:00",
     "durations_in_seconds": {
-      "setup": 1.07,
-      "call": 0.96,
-      "teardown": 1.15,
-      "total": 3.18
+      "setup": 0.52,
+      "call": 1.0,
+      "teardown": 1.28,
+      "total": 2.8
     }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3ObjectWritePrecondition::test_multipart_if_match_etag": {
-    "last_validated_date": "2025-03-17T20:16:09+00:00"
+    "last_validated_date": "2026-02-21T01:05:07+00:00",
+    "durations_in_seconds": {
+      "setup": 0.54,
+      "call": 1.49,
+      "teardown": 1.01,
+      "total": 3.04
+    }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3ObjectWritePrecondition::test_multipart_if_match_with_delete": {
-    "last_validated_date": "2025-03-17T20:16:01+00:00"
+    "last_validated_date": "2026-02-21T01:04:59+00:00",
+    "durations_in_seconds": {
+      "setup": 0.58,
+      "call": 1.37,
+      "teardown": 1.03,
+      "total": 2.98
+    }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3ObjectWritePrecondition::test_multipart_if_match_with_put": {
-    "last_validated_date": "2025-03-17T20:15:55+00:00"
+    "last_validated_date": "2026-02-21T01:04:52+00:00",
+    "durations_in_seconds": {
+      "setup": 0.52,
+      "call": 1.7,
+      "teardown": 1.01,
+      "total": 3.23
+    }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3ObjectWritePrecondition::test_multipart_if_match_with_put_identical": {
-    "last_validated_date": "2025-03-17T20:15:58+00:00"
+    "last_validated_date": "2026-02-21T01:04:56+00:00",
+    "durations_in_seconds": {
+      "setup": 0.53,
+      "call": 1.59,
+      "teardown": 1.02,
+      "total": 3.14
+    }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3ObjectWritePrecondition::test_multipart_if_none_match_with_delete": {
-    "last_validated_date": "2025-03-17T20:15:41+00:00"
+    "last_validated_date": "2026-02-21T01:04:39+00:00",
+    "durations_in_seconds": {
+      "setup": 0.5,
+      "call": 1.49,
+      "teardown": 0.98,
+      "total": 2.97
+    }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3ObjectWritePrecondition::test_multipart_if_none_match_with_put": {
-    "last_validated_date": "2025-03-17T20:15:44+00:00"
+    "last_validated_date": "2026-02-21T01:04:41+00:00",
+    "durations_in_seconds": {
+      "setup": 0.52,
+      "call": 0.63,
+      "teardown": 0.99,
+      "total": 2.14
+    }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3ObjectWritePrecondition::test_put_object_if_match": {
-    "last_validated_date": "2025-03-17T20:15:50+00:00"
+    "last_validated_date": "2026-02-21T01:04:47+00:00",
+    "durations_in_seconds": {
+      "setup": 0.5,
+      "call": 1.25,
+      "teardown": 1.03,
+      "total": 2.78
+    }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3ObjectWritePrecondition::test_put_object_if_match_and_if_none_match_validation": {
-    "last_validated_date": "2025-06-12T23:32:49+00:00"
+    "last_validated_date": "2026-02-21T01:05:04+00:00",
+    "durations_in_seconds": {
+      "setup": 0.52,
+      "call": 0.11,
+      "teardown": 0.83,
+      "total": 1.46
+    }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3ObjectWritePrecondition::test_put_object_if_match_validation": {
-    "last_validated_date": "2025-03-17T20:15:52+00:00"
+    "last_validated_date": "2026-02-21T01:04:49+00:00",
+    "durations_in_seconds": {
+      "setup": 0.52,
+      "call": 0.89,
+      "teardown": 0.87,
+      "total": 2.28
+    }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3ObjectWritePrecondition::test_put_object_if_match_versioned_bucket": {
-    "last_validated_date": "2025-03-17T20:16:04+00:00"
+    "last_validated_date": "2026-02-21T01:05:02+00:00",
+    "durations_in_seconds": {
+      "setup": 0.55,
+      "call": 1.76,
+      "teardown": 1.44,
+      "total": 3.75
+    }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3ObjectWritePrecondition::test_put_object_if_none_match": {
-    "last_validated_date": "2025-03-17T20:15:36+00:00"
+    "last_validated_date": "2026-02-21T01:04:34+00:00",
+    "durations_in_seconds": {
+      "setup": 0.53,
+      "call": 0.72,
+      "teardown": 1.01,
+      "total": 2.26
+    }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3ObjectWritePrecondition::test_put_object_if_none_match_validation": {
-    "last_validated_date": "2025-03-17T20:15:38+00:00"
+    "last_validated_date": "2026-02-21T01:04:36+00:00",
+    "durations_in_seconds": {
+      "setup": 0.53,
+      "call": 0.24,
+      "teardown": 1.22,
+      "total": 1.99
+    }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3ObjectWritePrecondition::test_put_object_if_none_match_versioned_bucket": {
-    "last_validated_date": "2025-03-17T20:15:46+00:00"
+    "last_validated_date": "2026-02-21T01:04:44+00:00",
+    "durations_in_seconds": {
+      "setup": 0.54,
+      "call": 1.11,
+      "teardown": 1.48,
+      "total": 3.13
+    }
   },
   "tests/aws/services/s3/test_s3_api.py::TestS3PublicAccessBlock::test_crud_public_access_block": {
-    "last_validated_date": "2023-08-10T01:29:18+00:00"
+    "last_validated_date": "2026-02-21T01:04:20+00:00",
+    "durations_in_seconds": {
+      "setup": 0.52,
+      "call": 0.88,
+      "teardown": 0.6,
+      "total": 2.0
+    }
   }
 }
diff --git a/tests/aws/services/s3/test_s3_list_operations.snapshot.json b/tests/aws/services/s3/test_s3_list_operations.snapshot.json
index 8bfa0bf822241..aebc0f6e7f64e 100644
--- a/tests/aws/services/s3/test_s3_list_operations.snapshot.json
+++ b/tests/aws/services/s3/test_s3_list_operations.snapshot.json
@@ -1,6 +1,6 @@
 {
   "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListObjects::test_list_objects_with_prefix[]": {
-    "recorded-date": "21-01-2025, 18:14:22",
+    "recorded-date": "21-02-2026, 00:05:13",
     "recorded-content": {
       "list-objects": {
         "Contents": [
@@ -13,7 +13,6 @@
             "Key": "test/foo/bar/123",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 11,
@@ -34,7 +33,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListObjects::test_list_objects_with_prefix[/]": {
-    "recorded-date": "21-01-2025, 18:14:24",
+    "recorded-date": "21-02-2026, 00:05:14",
     "recorded-content": {
       "list-objects": {
         "CommonPrefixes": [
@@ -57,7 +56,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListObjects::test_list_objects_with_prefix[%2F]": {
-    "recorded-date": "21-01-2025, 18:14:26",
+    "recorded-date": "21-02-2026, 00:05:17",
     "recorded-content": {
       "list-objects": {
         "Contents": [
@@ -70,7 +69,6 @@
             "Key": "test/foo/bar/123",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 11,
@@ -105,7 +103,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListObjects::test_list_objects_next_marker": {
-    "recorded-date": "21-01-2025, 18:14:29",
+    "recorded-date": "21-02-2026, 00:05:19",
     "recorded-content": {
       "list-objects-all": {
         "Contents": [
@@ -118,7 +116,6 @@
             "Key": "<key:1>",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 11,
@@ -133,7 +130,6 @@
             "Key": "<key:2>",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 11,
@@ -148,7 +144,6 @@
             "Key": "<key:3>",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 11,
@@ -177,7 +172,6 @@
             "Key": "<key:1>",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 11,
@@ -208,7 +202,6 @@
             "Key": "<key:2>",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 11,
@@ -237,7 +230,6 @@
             "Key": "<key:1>",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 11,
@@ -258,7 +250,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListObjects::test_s3_list_objects_empty_marker": {
-    "recorded-date": "21-01-2025, 18:14:31",
+    "recorded-date": "21-02-2026, 00:05:21",
     "recorded-content": {
       "list-objects": {
         "EncodingType": "url",
@@ -275,7 +267,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListObjectsV2::test_list_objects_v2_with_prefix": {
-    "recorded-date": "21-01-2025, 18:14:40",
+    "recorded-date": "21-02-2026, 00:05:31",
     "recorded-content": {
       "list-objects-v2-1": {
         "Contents": [
@@ -428,7 +420,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListObjectsV2::test_list_objects_v2_with_prefix_and_delimiter": {
-    "recorded-date": "21-01-2025, 18:14:43",
+    "recorded-date": "21-02-2026, 00:05:33",
     "recorded-content": {
       "list-objects-v2-1": {
         "CommonPrefixes": [
@@ -509,7 +501,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListObjectsV2::test_list_objects_v2_continuation_start_after": {
-    "recorded-date": "21-01-2025, 18:14:48",
+    "recorded-date": "21-02-2026, 00:05:38",
     "recorded-content": {
       "list-objects-v2-max-5": {
         "Contents": [
@@ -816,7 +808,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListObjectsV2::test_list_objects_v2_continuation_common_prefixes": {
-    "recorded-date": "21-01-2025, 18:14:51",
+    "recorded-date": "21-02-2026, 00:05:41",
     "recorded-content": {
       "list-objects-v2-all-keys": {
         "Contents": [
@@ -953,7 +945,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListObjectVersions::test_list_objects_versions_markers": {
-    "recorded-date": "21-01-2025, 18:14:56",
+    "recorded-date": "21-02-2026, 00:05:57",
     "recorded-content": {
       "version-order": {
         "Versions": [
@@ -993,7 +985,6 @@
             "Key": "test_0",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "VersionId": "<version-id:5>"
@@ -1003,7 +994,6 @@
             "Key": "test_1",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "VersionId": "<version-id:6>"
@@ -1013,7 +1003,6 @@
             "Key": "test_2",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "VersionId": "<version-id:7>"
@@ -1037,7 +1026,6 @@
             "Key": "test_0",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 9,
@@ -1054,7 +1042,6 @@
             "Key": "test_0",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 9,
@@ -1071,7 +1058,6 @@
             "Key": "test_1",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 9,
@@ -1088,7 +1074,6 @@
             "Key": "test_1",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 9,
@@ -1105,7 +1090,6 @@
             "Key": "test_2",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 9,
@@ -1122,7 +1106,6 @@
             "Key": "test_2",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 9,
@@ -1142,7 +1125,6 @@
             "Key": "test_0",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "VersionId": "<version-id:5>"
@@ -1152,7 +1134,6 @@
             "Key": "test_1",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "VersionId": "<version-id:6>"
@@ -1178,7 +1159,6 @@
             "Key": "test_0",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 9,
@@ -1195,7 +1175,6 @@
             "Key": "test_0",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 9,
@@ -1212,7 +1191,6 @@
             "Key": "test_1",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 9,
@@ -1232,7 +1210,6 @@
             "Key": "test_2",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "VersionId": "<version-id:7>"
@@ -1298,7 +1275,6 @@
             "Key": "test_1",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 9,
@@ -1330,7 +1306,6 @@
             "Key": "test_2",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 9,
@@ -1364,7 +1339,6 @@
             "Key": "test_0",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 9,
@@ -1380,7 +1354,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListObjectVersions::test_list_object_versions_pagination_common_prefixes": {
-    "recorded-date": "21-01-2025, 18:14:59",
+    "recorded-date": "21-02-2026, 00:06:01",
     "recorded-content": {
       "list-object-versions-all-keys": {
         "EncodingType": "url",
@@ -1401,7 +1375,6 @@
             "Key": "folder/aSubfolder/subFile1",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 11,
@@ -1418,7 +1391,6 @@
             "Key": "folder/aSubfolder/subFile2",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 11,
@@ -1435,7 +1407,6 @@
             "Key": "folder/file1",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 11,
@@ -1452,7 +1423,6 @@
             "Key": "folder/file2",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 11,
@@ -1507,7 +1477,6 @@
             "Key": "folder/file1",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 11,
@@ -1540,7 +1509,6 @@
             "Key": "folder/file2",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 11,
@@ -1575,7 +1543,6 @@
             "Key": "folder/file1",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 11,
@@ -1591,7 +1558,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListObjectVersions::test_list_objects_versions_with_prefix": {
-    "recorded-date": "21-01-2025, 18:15:03",
+    "recorded-date": "21-02-2026, 00:06:05",
     "recorded-content": {
       "list-object-version-1": {
         "CommonPrefixes": [
@@ -1618,7 +1585,6 @@
             "Key": "dir/test",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 15,
@@ -1635,7 +1601,6 @@
             "Key": "dir/test",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 15,
@@ -1687,7 +1652,6 @@
             "Key": "dir/test",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 15,
@@ -1704,7 +1668,6 @@
             "Key": "dir/test",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 15,
@@ -1756,7 +1719,6 @@
             "Key": "dir/subdir/test2",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 15,
@@ -1773,7 +1735,6 @@
             "Key": "dir/subdir/test2",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 15,
@@ -1806,7 +1767,6 @@
             "Key": "dir/subdir/test2",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 15,
@@ -1823,7 +1783,6 @@
             "Key": "dir/subdir/test2",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 15,
@@ -1853,7 +1812,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListMultipartUploads::test_list_multiparts_next_marker": {
-    "recorded-date": "21-01-2025, 18:15:10",
+    "recorded-date": "21-02-2026, 00:06:32",
     "recorded-content": {
       "list-multiparts-empty": {
         "Bucket": "<bucket:1>",
@@ -1904,7 +1863,6 @@
             },
             "Key": "<key:1>",
             "Owner": {
-              "DisplayName": "display-name",
               "ID": "owner-id"
             },
             "StorageClass": "STANDARD",
@@ -1918,7 +1876,6 @@
             },
             "Key": "<key:1>",
             "Owner": {
-              "DisplayName": "display-name",
               "ID": "owner-id"
             },
             "StorageClass": "STANDARD",
@@ -1932,7 +1889,6 @@
             },
             "Key": "<key:1>",
             "Owner": {
-              "DisplayName": "display-name",
               "ID": "owner-id"
             },
             "StorageClass": "STANDARD",
@@ -1946,7 +1902,6 @@
             },
             "Key": "<key:2>",
             "Owner": {
-              "DisplayName": "display-name",
               "ID": "owner-id"
             },
             "StorageClass": "STANDARD",
@@ -1960,7 +1915,6 @@
             },
             "Key": "<key:3>",
             "Owner": {
-              "DisplayName": "display-name",
               "ID": "owner-id"
             },
             "StorageClass": "STANDARD",
@@ -1989,7 +1943,6 @@
             },
             "Key": "<key:1>",
             "Owner": {
-              "DisplayName": "display-name",
               "ID": "owner-id"
             },
             "StorageClass": "STANDARD",
@@ -2018,7 +1971,6 @@
             },
             "Key": "<key:2>",
             "Owner": {
-              "DisplayName": "display-name",
               "ID": "owner-id"
             },
             "StorageClass": "STANDARD",
@@ -2060,7 +2012,6 @@
             },
             "Key": "<key:1>",
             "Owner": {
-              "DisplayName": "display-name",
               "ID": "owner-id"
             },
             "StorageClass": "STANDARD",
@@ -2089,7 +2040,6 @@
             },
             "Key": "<key:1>",
             "Owner": {
-              "DisplayName": "display-name",
               "ID": "owner-id"
             },
             "StorageClass": "STANDARD",
@@ -2118,7 +2068,6 @@
             },
             "Key": "<key:2>",
             "Owner": {
-              "DisplayName": "display-name",
               "ID": "owner-id"
             },
             "StorageClass": "STANDARD",
@@ -2147,7 +2096,6 @@
             },
             "Key": "<key:3>",
             "Owner": {
-              "DisplayName": "display-name",
               "ID": "owner-id"
             },
             "StorageClass": "STANDARD",
@@ -2188,7 +2136,6 @@
             },
             "Key": "<key:1>",
             "Owner": {
-              "DisplayName": "display-name",
               "ID": "owner-id"
             },
             "StorageClass": "STANDARD",
@@ -2203,7 +2150,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListMultipartUploads::test_list_multiparts_with_prefix_and_delimiter": {
-    "recorded-date": "21-01-2025, 18:15:12",
+    "recorded-date": "21-02-2026, 00:06:34",
     "recorded-content": {
       "list-multiparts-1": {
         "Bucket": "<bucket:1>",
@@ -2289,7 +2236,6 @@
               },
               "Key": "<key:1>",
               "Owner": {
-                "DisplayName": "display-name",
                 "ID": "owner-id"
               },
               "StorageClass": "STANDARD",
@@ -2303,7 +2249,6 @@
               },
               "Key": "<key:2>",
               "Owner": {
-                "DisplayName": "display-name",
                 "ID": "owner-id"
               },
               "StorageClass": "STANDARD",
@@ -2316,7 +2261,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListParts::test_list_parts_pagination": {
-    "recorded-date": "21-01-2025, 18:15:18",
+    "recorded-date": "21-02-2026, 00:06:40",
     "recorded-content": {
       "list-parts-empty": {
         "Bucket": "bucket",
@@ -2329,7 +2274,6 @@
         "MaxParts": 1000,
         "NextPartNumberMarker": 0,
         "Owner": {
-          "DisplayName": "display-name",
           "ID": "i-d"
         },
         "PartNumberMarker": 0,
@@ -2351,7 +2295,6 @@
         "MaxParts": 1000,
         "NextPartNumberMarker": 2,
         "Owner": {
-          "DisplayName": "display-name",
           "ID": "i-d"
         },
         "PartNumberMarker": 0,
@@ -2387,7 +2330,6 @@
         "MaxParts": 1,
         "NextPartNumberMarker": 1,
         "Owner": {
-          "DisplayName": "display-name",
           "ID": "i-d"
         },
         "PartNumberMarker": 0,
@@ -2417,7 +2359,6 @@
         "MaxParts": 1,
         "NextPartNumberMarker": 2,
         "Owner": {
-          "DisplayName": "display-name",
           "ID": "i-d"
         },
         "PartNumberMarker": 1,
@@ -2447,7 +2388,6 @@
         "MaxParts": 1,
         "NextPartNumberMarker": 0,
         "Owner": {
-          "DisplayName": "display-name",
           "ID": "i-d"
         },
         "PartNumberMarker": 10,
@@ -2461,7 +2401,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListObjects::test_list_objects_marker_common_prefixes": {
-    "recorded-date": "21-01-2025, 18:14:33",
+    "recorded-date": "21-02-2026, 00:05:24",
     "recorded-content": {
       "list-objects-all-keys": {
         "Contents": [
@@ -2474,7 +2414,6 @@
             "Key": "folder/aSubfolder/subFile1",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 11,
@@ -2489,7 +2428,6 @@
             "Key": "folder/aSubfolder/subFile2",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 11,
@@ -2504,7 +2442,6 @@
             "Key": "folder/file1",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 11,
@@ -2519,7 +2456,6 @@
             "Key": "folder/file2",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 11,
@@ -2567,7 +2503,6 @@
             "Key": "folder/file1",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 11,
@@ -2598,7 +2533,6 @@
             "Key": "folder/file2",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 11,
@@ -2628,7 +2562,6 @@
             "Key": "folder/file1",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 11,
@@ -2651,7 +2584,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListMultipartUploads::test_list_multipart_uploads_marker_common_prefixes": {
-    "recorded-date": "21-01-2025, 18:15:14",
+    "recorded-date": "21-02-2026, 00:06:36",
     "recorded-content": {
       "list-multiparts-start": {
         "Bucket": "<bucket:1>",
@@ -2692,7 +2625,6 @@
             },
             "Key": "folder/file1",
             "Owner": {
-              "DisplayName": "display-name",
               "ID": "owner-id"
             },
             "StorageClass": "STANDARD",
@@ -2723,7 +2655,6 @@
             },
             "Key": "folder/file1",
             "Owner": {
-              "DisplayName": "display-name",
               "ID": "owner-id"
             },
             "StorageClass": "STANDARD",
@@ -2738,7 +2669,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListParts::test_list_parts_empty_part_number_marker": {
-    "recorded-date": "21-01-2025, 18:15:20",
+    "recorded-date": "21-02-2026, 00:06:42",
     "recorded-content": {
       "list-parts-empty-marker": {
         "Bucket": "bucket",
@@ -2751,7 +2682,6 @@
         "MaxParts": 1000,
         "NextPartNumberMarker": 1,
         "Owner": {
-          "DisplayName": "display-name",
           "ID": "i-d"
         },
         "PartNumberMarker": 0,
@@ -2781,7 +2711,6 @@
         "MaxParts": 1000,
         "NextPartNumberMarker": 1,
         "Owner": {
-          "DisplayName": "display-name",
           "ID": "i-d"
         },
         "PartNumberMarker": 0,
@@ -2803,7 +2732,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListObjectVersions::test_list_objects_versions_with_prefix_only_and_pagination": {
-    "recorded-date": "13-02-2025, 03:52:21",
+    "recorded-date": "21-02-2026, 00:06:10",
     "recorded-content": {
       "list-object-version-prefix-full": {
         "EncodingType": "url",
@@ -2824,7 +2753,6 @@
             "Key": "prefixed_key",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 0,
@@ -2841,7 +2769,6 @@
             "Key": "prefixed_key",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 0,
@@ -2858,7 +2785,6 @@
             "Key": "prefixed_key",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 0,
@@ -2875,7 +2801,6 @@
             "Key": "prefixed_key",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 0,
@@ -2892,7 +2817,6 @@
             "Key": "prefixed_key",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 0,
@@ -2926,7 +2850,6 @@
             "Key": "prefixed_key",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 0,
@@ -2943,7 +2866,6 @@
             "Key": "prefixed_key",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 0,
@@ -2960,7 +2882,6 @@
             "Key": "prefixed_key",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 0,
@@ -3005,7 +2926,6 @@
             "Key": "prefixed_key",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 0,
@@ -3022,7 +2942,6 @@
             "Key": "prefixed_key",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 0,
@@ -3054,7 +2973,6 @@
             "Key": "prefixed_key",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 0,
@@ -3071,7 +2989,6 @@
             "Key": "prefixed_key",
             "LastModified": "datetime",
             "Owner": {
-              "DisplayName": "<display-name>",
               "ID": "<owner-id>"
             },
             "Size": 0,
@@ -3087,11 +3004,12 @@
     }
   },
   "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListBuckets::test_list_buckets_with_max_buckets": {
-    "recorded-date": "14-05-2025, 09:10:49",
+    "recorded-date": "21-02-2026, 00:04:59",
     "recorded-content": {
       "list-objects-with-max-buckets": {
         "Buckets": [
           {
+            "BucketArn": "arn:<partition>:s3:::<bucket-name:1>",
             "BucketRegion": "<region>",
             "CreationDate": "datetime",
             "Name": "<bucket-name:1>"
@@ -3099,7 +3017,6 @@
         ],
         "ContinuationToken": "<continuation-token:1>",
         "Owner": {
-          "DisplayName": "<display-name>",
           "ID": "<owner-id>"
         },
         "ResponseMetadata": {
@@ -3110,11 +3027,12 @@
     }
   },
   "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListBuckets::test_list_buckets_with_continuation_token": {
-    "recorded-date": "14-05-2025, 09:10:59",
+    "recorded-date": "21-02-2026, 00:05:10",
     "recorded-content": {
       "list-objects-with-continuation": {
         "Buckets": [
           {
+            "BucketArn": "arn:<partition>:s3:::<bucket-name:1>",
             "BucketRegion": "<region>",
             "CreationDate": "datetime",
             "Name": "<bucket-name:1>"
@@ -3122,7 +3040,6 @@
         ],
         "ContinuationToken": "<continuation-token:1>",
         "Owner": {
-          "DisplayName": "<display-name>",
           "ID": "<owner-id>"
         },
         "ResponseMetadata": {
@@ -3133,11 +3050,12 @@
     }
   },
   "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListBuckets::test_list_buckets_when_continuation_token_is_empty": {
-    "recorded-date": "14-05-2025, 09:10:50",
+    "recorded-date": "21-02-2026, 00:05:02",
     "recorded-content": {
       "list-objects-with-empty-continuation-token": {
         "Buckets": [
           {
+            "BucketArn": "arn:<partition>:s3:::<bucket-name:1>",
             "BucketRegion": "<region>",
             "CreationDate": "datetime",
             "Name": "<bucket-name:1>"
@@ -3145,7 +3063,6 @@
         ],
         "ContinuationToken": "<continuation-token:1>",
         "Owner": {
-          "DisplayName": "<display-name>",
           "ID": "<owner-id>"
         },
         "ResponseMetadata": {
@@ -3156,12 +3073,11 @@
     }
   },
   "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListBuckets::test_list_buckets_by_prefix_with_case_sensitivity": {
-    "recorded-date": "14-05-2025, 09:10:46",
+    "recorded-date": "21-02-2026, 00:04:57",
     "recorded-content": {
       "list-objects-by-prefix-empty": {
         "Buckets": [],
         "Owner": {
-          "DisplayName": "<display-name>",
           "ID": "<owner-id>"
         },
         "Prefix": "<prefix:1>",
@@ -3173,13 +3089,13 @@
       "list-objects-by-prefix-not-empty": {
         "Buckets": [
           {
+            "BucketArn": "arn:<partition>:s3:::<bucket-name:1>",
             "BucketRegion": "<region>",
             "CreationDate": "datetime",
             "Name": "<bucket-name:1>"
           }
         ],
         "Owner": {
-          "DisplayName": "<display-name>",
           "ID": "<owner-id>"
         },
         "Prefix": "<bucket-name:1>",
@@ -3191,7 +3107,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListBuckets::test_list_buckets_by_bucket_region": {
-    "recorded-date": "14-05-2025, 09:10:54",
+    "recorded-date": "21-02-2026, 00:05:05",
     "recorded-content": {
       "list-objects-by-bucket-region-empty": {
         "Buckets": [],
@@ -3207,13 +3123,13 @@
       "list-objects-by-bucket-region-not-empty": {
         "Buckets": [
           {
+            "BucketArn": "arn:<partition>:s3:::<bucket-name:1>",
             "BucketRegion": "<region>",
             "CreationDate": "datetime",
             "Name": "<bucket-name:1>"
           }
         ],
         "Owner": {
-          "DisplayName": "<display-name>",
           "ID": "<owner-id>"
         },
         "Prefix": "<bucket-name:1>",
@@ -3225,7 +3141,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListParts::test_list_parts_via_object_attrs_pagination": {
-    "recorded-date": "16-06-2025, 13:47:27",
+    "recorded-date": "21-02-2026, 00:06:47",
     "recorded-content": {
       "list-parts": {
         "Bucket": "bucket",
@@ -3240,7 +3156,6 @@
         "MaxParts": 1000,
         "NextPartNumberMarker": 2,
         "Owner": {
-          "DisplayName": "display-name",
           "ID": "i-d"
         },
         "PartNumberMarker": 0,
@@ -3370,7 +3285,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListBuckets::test_list_buckets_region_validation": {
-    "recorded-date": "18-11-2025, 17:59:17",
+    "recorded-date": "21-02-2026, 00:05:12",
     "recorded-content": {
       "bad-region": {
         "Error": {
@@ -3386,7 +3301,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListObjectsV2::test_list_objects_v2_continuation_token_safe_chars": {
-    "recorded-date": "12-02-2026, 07:39:42",
+    "recorded-date": "21-02-2026, 00:05:45",
     "recorded-content": {
       "list-objects-v2-max-5": {
         "Contents": [
@@ -3742,7 +3657,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListObjectsV2::test_list_ops_encoding_type_validation[list_objects_v2]": {
-    "recorded-date": "12-02-2026, 10:24:30",
+    "recorded-date": "21-02-2026, 00:05:47",
     "recorded-content": {
       "list_objects_v2-error-wrong-value": {
         "Error": {
@@ -3771,7 +3686,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListObjectsV2::test_list_ops_encoding_type_validation[list_objects]": {
-    "recorded-date": "12-02-2026, 10:24:32",
+    "recorded-date": "21-02-2026, 00:05:49",
     "recorded-content": {
       "list_objects-error-wrong-value": {
         "Error": {
@@ -3800,7 +3715,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListObjectsV2::test_list_ops_encoding_type_validation[list_object_versions]": {
-    "recorded-date": "12-02-2026, 10:24:34",
+    "recorded-date": "21-02-2026, 00:05:51",
     "recorded-content": {
       "list_object_versions-error-wrong-value": {
         "Error": {
@@ -3829,7 +3744,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListObjectsV2::test_list_ops_encoding_type_validation[list_multipart_uploads]": {
-    "recorded-date": "12-02-2026, 10:24:36",
+    "recorded-date": "21-02-2026, 00:05:53",
     "recorded-content": {
       "list_multipart_uploads-error-wrong-value": {
         "Error": {
diff --git a/tests/aws/services/s3/test_s3_list_operations.validation.json b/tests/aws/services/s3/test_s3_list_operations.validation.json
index 827ca3471ad50..4805d1aed2925 100644
--- a/tests/aws/services/s3/test_s3_list_operations.validation.json
+++ b/tests/aws/services/s3/test_s3_list_operations.validation.json
@@ -1,155 +1,335 @@
 {
   "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListBuckets::test_list_buckets_by_bucket_region": {
-    "last_validated_date": "2025-05-14T09:11:19+00:00"
+    "last_validated_date": "2026-02-21T00:05:08+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 2.53,
+      "teardown": 2.28,
+      "total": 4.81
+    }
   },
   "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListBuckets::test_list_buckets_by_prefix_with_case_sensitivity": {
-    "last_validated_date": "2025-05-14T09:11:11+00:00"
+    "last_validated_date": "2026-02-21T00:04:58+00:00",
+    "durations_in_seconds": {
+      "setup": 0.49,
+      "call": 1.65,
+      "teardown": 1.18,
+      "total": 3.32
+    }
   },
   "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListBuckets::test_list_buckets_region_validation": {
-    "last_validated_date": "2025-11-18T17:59:17+00:00",
+    "last_validated_date": "2026-02-21T00:05:12+00:00",
     "durations_in_seconds": {
-      "setup": 0.48,
-      "call": 0.34,
+      "setup": 0.0,
+      "call": 0.1,
       "teardown": 0.0,
-      "total": 0.82
+      "total": 0.1
     }
   },
   "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListBuckets::test_list_buckets_when_continuation_token_is_empty": {
-    "last_validated_date": "2025-05-14T09:11:17+00:00"
+    "last_validated_date": "2026-02-21T00:05:03+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 1.24,
+      "teardown": 1.17,
+      "total": 2.41
+    }
   },
   "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListBuckets::test_list_buckets_with_continuation_token": {
-    "last_validated_date": "2025-05-14T09:11:24+00:00"
+    "last_validated_date": "2026-02-21T00:05:11+00:00",
+    "durations_in_seconds": {
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+      "call": 2.1,
+      "teardown": 1.74,
+      "total": 3.84
+    }
   },
   "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListBuckets::test_list_buckets_with_max_buckets": {
-    "last_validated_date": "2025-05-14T09:11:14+00:00"
+    "last_validated_date": "2026-02-21T00:05:00+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 1.31,
+      "teardown": 1.16,
+      "total": 2.47
+    }
   },
   "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListMultipartUploads::test_list_multipart_uploads_marker_common_prefixes": {
-    "last_validated_date": "2025-01-21T18:15:14+00:00"
+    "last_validated_date": "2026-02-21T00:06:37+00:00",
+    "durations_in_seconds": {
+      "setup": 0.5,
+      "call": 0.93,
+      "teardown": 0.59,
+      "total": 2.02
+    }
   },
   "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListMultipartUploads::test_list_multiparts_next_marker": {
-    "last_validated_date": "2025-01-21T18:15:10+00:00"
+    "last_validated_date": "2026-02-21T00:06:32+00:00",
+    "durations_in_seconds": {
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+      "call": 2.19,
+      "teardown": 0.59,
+      "total": 3.29
+    }
   },
   "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListMultipartUploads::test_list_multiparts_with_prefix_and_delimiter": {
-    "last_validated_date": "2025-01-21T18:15:12+00:00"
+    "last_validated_date": "2026-02-21T00:06:35+00:00",
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+      "total": 2.34
+    }
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   "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListMultipartUploads::test_s3_list_multiparts_timestamp_precision": {
-    "last_validated_date": "2025-01-21T18:15:16+00:00"
+    "last_validated_date": "2026-02-21T00:06:38+00:00",
+    "durations_in_seconds": {
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+    }
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-    "last_validated_date": "2025-01-21T18:14:59+00:00"
+    "last_validated_date": "2026-02-21T00:06:02+00:00",
+    "durations_in_seconds": {
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+      "total": 3.66
+    }
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   "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListObjectVersions::test_list_objects_versions_markers": {
-    "last_validated_date": "2025-01-21T18:14:56+00:00"
+    "last_validated_date": "2026-02-21T00:05:59+00:00",
+    "durations_in_seconds": {
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+      "teardown": 1.51,
+      "total": 5.38
+    }
   },
   "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListObjectVersions::test_list_objects_versions_with_prefix": {
-    "last_validated_date": "2025-01-21T18:15:03+00:00"
+    "last_validated_date": "2026-02-21T00:06:07+00:00",
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+      "total": 4.33
+    }
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   "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListObjectVersions::test_list_objects_versions_with_prefix_only_and_pagination": {
-    "last_validated_date": "2025-02-13T03:52:21+00:00"
+    "last_validated_date": "2026-02-21T00:06:11+00:00",
+    "durations_in_seconds": {
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+      "teardown": 1.39,
+      "total": 4.24
+    }
   },
   "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListObjectVersions::test_list_objects_versions_with_prefix_only_and_pagination_many_versions": {
-    "last_validated_date": "2025-02-13T20:24:26+00:00"
+    "last_validated_date": "2026-02-21T00:06:27+00:00",
+    "durations_in_seconds": {
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+      "teardown": 2.22,
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+    }
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   "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListObjectVersions::test_s3_list_object_versions_timestamp_precision": {
-    "last_validated_date": "2025-01-21T18:15:06+00:00"
+    "last_validated_date": "2026-02-21T00:06:29+00:00",
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+      "total": 2.38
+    }
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-    "last_validated_date": "2025-01-21T18:14:33+00:00"
+    "last_validated_date": "2026-02-21T00:05:25+00:00",
+    "durations_in_seconds": {
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+      "total": 3.02
+    }
   },
   "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListObjects::test_list_objects_next_marker": {
-    "last_validated_date": "2025-01-21T18:14:29+00:00"
+    "last_validated_date": "2026-02-21T00:05:20+00:00",
+    "durations_in_seconds": {
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+      "total": 2.73
+    }
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   "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListObjects::test_list_objects_with_prefix[%2F]": {
-    "last_validated_date": "2025-01-21T18:14:26+00:00"
+    "last_validated_date": "2026-02-21T00:05:18+00:00",
+    "durations_in_seconds": {
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+    }
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   "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListObjects::test_list_objects_with_prefix[/]": {
-    "last_validated_date": "2025-01-21T18:14:24+00:00"
+    "last_validated_date": "2026-02-21T00:05:15+00:00",
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+      "total": 1.86
+    }
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   "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListObjects::test_list_objects_with_prefix[]": {
-    "last_validated_date": "2025-01-21T18:14:22+00:00"
+    "last_validated_date": "2026-02-21T00:05:13+00:00",
+    "durations_in_seconds": {
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+    }
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   "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListObjects::test_s3_list_objects_empty_marker": {
-    "last_validated_date": "2025-01-21T18:14:31+00:00"
+    "last_validated_date": "2026-02-21T00:05:22+00:00",
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+    }
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   "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListObjects::test_s3_list_objects_timestamp_precision[ListObjectsV2]": {
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+    "last_validated_date": "2026-02-21T00:05:29+00:00",
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+      "total": 2.01
+    }
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   "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListObjects::test_s3_list_objects_timestamp_precision[ListObjects]": {
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+    "last_validated_date": "2026-02-21T00:05:27+00:00",
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+    }
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-    "last_validated_date": "2025-01-21T18:14:51+00:00"
+    "last_validated_date": "2026-02-21T00:05:42+00:00",
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+      "total": 2.86
+    }
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+    "last_validated_date": "2026-02-21T00:05:39+00:00",
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+    }
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-      "call": 2.6,
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-      "total": 4.74
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     }
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+    }
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+    "last_validated_date": "2026-02-21T00:05:34+00:00",
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+    }
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     }
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     }
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+    "last_validated_date": "2026-02-21T00:06:43+00:00",
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+      "total": 1.94
+    }
   },
   "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListParts::test_list_parts_pagination": {
-    "last_validated_date": "2025-01-21T18:15:18+00:00"
+    "last_validated_date": "2026-02-21T00:06:41+00:00",
+    "durations_in_seconds": {
+      "setup": 0.52,
+      "call": 1.21,
+      "teardown": 0.59,
+      "total": 2.32
+    }
   },
   "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListParts::test_list_parts_via_object_attrs_pagination": {
-    "last_validated_date": "2025-06-16T13:47:28+00:00",
+    "last_validated_date": "2026-02-21T00:06:48+00:00",
     "durations_in_seconds": {
-      "setup": 0.97,
-      "call": 10.45,
+      "setup": 0.53,
+      "call": 2.56,
       "teardown": 0.97,
-      "total": 12.39
+      "total": 4.06
     }
   },
   "tests/aws/services/s3/test_s3_list_operations.py::TestS3ListParts::test_s3_list_parts_timestamp_precision": {
-    "last_validated_date": "2025-01-21T18:15:22+00:00"
+    "last_validated_date": "2026-02-21T00:06:44+00:00",
+    "durations_in_seconds": {
+      "setup": 0.51,
+      "call": 0.72,
+      "teardown": 0.58,
+      "total": 1.81
+    }
   }
 }
diff --git a/tests/aws/services/s3/test_s3_preconditions.snapshot.json b/tests/aws/services/s3/test_s3_preconditions.snapshot.json
index af7836f47fd38..1ac51a6d116ab 100644
--- a/tests/aws/services/s3/test_s3_preconditions.snapshot.json
+++ b/tests/aws/services/s3/test_s3_preconditions.snapshot.json
@@ -1,6 +1,6 @@
 {
   "tests/aws/services/s3/test_s3_preconditions.py::TestS3CopySourcePreconditions::test_s3_copy_object_preconditions": {
-    "recorded-date": "12-11-2025, 19:06:12",
+    "recorded-date": "23-02-2026, 11:37:02",
     "recorded-content": {
       "head-object": {
         "AcceptRanges": "bytes",
@@ -62,6 +62,7 @@
       "copy-ignore-future-modified-since": {
         "CopyObjectResult": {
           "ChecksumCRC32": "rfPzYw==",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"8d777f385d3dfec8815d20f7496026dc\"",
           "LastModified": "datetime"
         },
@@ -85,6 +86,7 @@
       "copy-success": {
         "CopyObjectResult": {
           "ChecksumCRC32": "rfPzYw==",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"8d777f385d3dfec8815d20f7496026dc\"",
           "LastModified": "datetime"
         },
@@ -97,7 +99,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_preconditions.py::TestS3CopySourcePreconditions::test_s3_copy_object_if_source_modified_since_versioned": {
-    "recorded-date": "12-11-2025, 19:05:15",
+    "recorded-date": "23-02-2026, 11:37:05",
     "recorded-content": {
       "head-object": {
         "AcceptRanges": "bytes",
@@ -116,6 +118,7 @@
       "copy-if-modified-since": {
         "CopyObjectResult": {
           "ChecksumCRC32": "rfPzYw==",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"8d777f385d3dfec8815d20f7496026dc\"",
           "LastModified": "datetime"
         },
@@ -141,7 +144,7 @@
     }
   },
   "tests/aws/services/s3/test_s3_preconditions.py::TestS3CopySourcePreconditions::test_s3_copy_object_if_source_unmodified_since_versioned": {
-    "recorded-date": "12-11-2025, 19:05:32",
+    "recorded-date": "23-02-2026, 11:37:08",
     "recorded-content": {
       "head-object": {
         "AcceptRanges": "bytes",
@@ -160,6 +163,7 @@
       "copy-if-unmodified-since": {
         "CopyObjectResult": {
           "ChecksumCRC32": "rfPzYw==",
+          "ChecksumType": "FULL_OBJECT",
           "ETag": "\"8d777f385d3dfec8815d20f7496026dc\"",
           "LastModified": "datetime"
         },
diff --git a/tests/aws/services/s3/test_s3_preconditions.validation.json b/tests/aws/services/s3/test_s3_preconditions.validation.json
index c96b69ac68b5b..245cd73fb59bf 100644
--- a/tests/aws/services/s3/test_s3_preconditions.validation.json
+++ b/tests/aws/services/s3/test_s3_preconditions.validation.json
@@ -1,28 +1,28 @@
 {
   "tests/aws/services/s3/test_s3_preconditions.py::TestS3CopySourcePreconditions::test_s3_copy_object_if_source_modified_since_versioned": {
-    "last_validated_date": "2025-11-12T19:05:16+00:00",
+    "last_validated_date": "2026-02-23T11:37:06+00:00",
     "durations_in_seconds": {
-      "setup": 1.08,
-      "call": 1.01,
-      "teardown": 1.42,
-      "total": 3.51
+      "setup": 0.53,
+      "call": 1.02,
+      "teardown": 1.51,
+      "total": 3.06
     }
   },
   "tests/aws/services/s3/test_s3_preconditions.py::TestS3CopySourcePreconditions::test_s3_copy_object_if_source_unmodified_since_versioned": {
-    "last_validated_date": "2025-11-12T19:05:33+00:00",
+    "last_validated_date": "2026-02-23T11:37:09+00:00",
     "durations_in_seconds": {
-      "setup": 1.08,
-      "call": 0.91,
-      "teardown": 1.41,
-      "total": 3.4
+      "setup": 0.53,
+      "call": 0.93,
+      "teardown": 1.48,
+      "total": 2.94
     }
   },
   "tests/aws/services/s3/test_s3_preconditions.py::TestS3CopySourcePreconditions::test_s3_copy_object_preconditions": {
-    "last_validated_date": "2025-11-12T19:06:14+00:00",
+    "last_validated_date": "2026-02-23T11:37:03+00:00",
     "durations_in_seconds": {
-      "setup": 1.12,
-      "call": 4.28,
-      "teardown": 1.12,
+      "setup": 1.1,
+      "call": 4.4,
+      "teardown": 1.02,
       "total": 6.52
     }
   }

From a74db10e7a583083dac2576bc444ade0a05443c1 Mon Sep 17 00:00:00 2001
From: Misha Tiurin <650819+tiurin@users.noreply.github.com>
Date: Tue, 24 Feb 2026 09:17:02 +0100
Subject: [PATCH 657/697] Set correct JLI path for JRE versions 12+ (#13830)

---
 localstack-core/localstack/packages/java.py | 5 +++++
 1 file changed, 5 insertions(+)

diff --git a/localstack-core/localstack/packages/java.py b/localstack-core/localstack/packages/java.py
index 83ed684e8d49a..eeb51fd2885d1 100644
--- a/localstack-core/localstack/packages/java.py
+++ b/localstack-core/localstack/packages/java.py
@@ -46,6 +46,11 @@ def get_java_lib_path(self) -> str | None:
         """
         if java_home := self.get_java_home():
             if is_mac_os():
+                # location in JRE versions 12+, see https://bugs.openjdk.org/browse/JDK-8210931
+                jli_path = os.path.join(java_home, "lib", "libjli.dylib")
+                if os.path.isfile(jli_path):
+                    return jli_path
+                # location in JRE versions 11-
                 return os.path.join(java_home, "lib", "jli", "libjli.dylib")
             return os.path.join(java_home, "lib", "server", "libjvm.so")
         return None

From 75ac827a8370cf7eb8c56fe9900b76c62e15a14e Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Tue, 24 Feb 2026 09:21:32 +0100
Subject: [PATCH 658/697] Upgrade pinned Python dependencies (#13831)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
---
 .pre-commit-config.yaml       |  4 ++--
 requirements-base-runtime.txt |  6 +++---
 requirements-basic.txt        |  2 +-
 requirements-dev.txt          | 26 ++++++++++++------------
 requirements-runtime.txt      | 16 +++++++--------
 requirements-test.txt         | 22 ++++++++++----------
 requirements-typehint.txt     | 38 +++++++++++++++++------------------
 7 files changed, 57 insertions(+), 57 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 7fd9b3951ac8c..1aa7873c084b4 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -4,7 +4,7 @@
 repos:
   - repo: https://github.com/astral-sh/ruff-pre-commit
     # Ruff version.
-    rev: v0.15.1
+    rev: v0.15.2
     hooks:
       - id: ruff
         args: [--fix, --exit-non-zero-on-fix]
@@ -34,7 +34,7 @@ repos:
       - id: check-pinned-deps-for-needed-upgrade
 
   - repo: https://github.com/python-openapi/openapi-spec-validator
-    rev: 0.8.0b3
+    rev: 0.8.0
     hooks:
       - id: openapi-spec-validator
         files: .*openapi.*\.(json|yaml|yml)
diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index e903179ce8e9f..b7f509e977ae7 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -169,7 +169,7 @@ requests-aws4auth==1.3.1
     # via localstack-core (pyproject.toml)
 rfc3339-validator==0.1.4
     # via openapi-schema-validator
-rich==14.3.2
+rich==14.3.3
     # via localstack-core (pyproject.toml)
 rolo==0.8.1
     # via localstack-core (pyproject.toml)
@@ -201,14 +201,14 @@ urllib3==2.6.3
     #   docker
     #   localstack-core (pyproject.toml)
     #   requests
-werkzeug==3.1.5
+werkzeug==3.1.6
     # via
     #   localstack-core (pyproject.toml)
     #   openapi-core
     #   rolo
 wsproto==1.3.2
     # via hypercorn
-xmltodict==1.0.3
+xmltodict==1.0.4
     # via localstack-core (pyproject.toml)
 zope-interface==8.2
     # via localstack-twisted
diff --git a/requirements-basic.txt b/requirements-basic.txt
index 92e51c7b413b4..c4e86ca28db05 100644
--- a/requirements-basic.txt
+++ b/requirements-basic.txt
@@ -42,7 +42,7 @@ pyyaml==6.0.3
     # via localstack-core (pyproject.toml)
 requests==2.32.5
     # via localstack-core (pyproject.toml)
-rich==14.3.2
+rich==14.3.3
     # via localstack-core (pyproject.toml)
 semver==3.0.4
     # via localstack-core (pyproject.toml)
diff --git a/requirements-dev.txt b/requirements-dev.txt
index 402042edb4808..6c01738d4de03 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -33,9 +33,9 @@ aws-cdk-asset-awscli-v1==2.2.263
     # via aws-cdk-lib
 aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
-aws-cdk-cloud-assembly-schema==48.20.0
+aws-cdk-cloud-assembly-schema==50.4.0
     # via aws-cdk-lib
-aws-cdk-lib==2.238.0
+aws-cdk-lib==2.240.0
     # via localstack-core
 aws-sam-translator==1.107.0
     # via
@@ -81,7 +81,7 @@ cffi==2.0.0
     # via cryptography
 cfgv==3.5.0
     # via pre-commit
-cfn-lint==1.44.0
+cfn-lint==1.45.0
     # via moto-ext
 charset-normalizer==3.4.4
     # via requests
@@ -94,7 +94,7 @@ colorama==0.4.6
     # via awscli
 constantly==23.10.4
     # via localstack-twisted
-constructs==10.5.0
+constructs==10.5.1
     # via aws-cdk-lib
 coverage==7.13.4
     # via
@@ -146,7 +146,7 @@ filelock==3.24.3
     # via virtualenv
 graphql-core==3.2.7
     # via moto-ext
-grpcio==1.78.0
+grpcio==1.78.1
     # via opensearch-protobufs
 h11==0.16.0
     # via
@@ -259,7 +259,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.23
+moto-ext==5.1.24
     # via localstack-core
 mpmath==1.3.0
     # via sympy
@@ -412,7 +412,7 @@ referencing==0.36.2
     #   jsonschema
     #   jsonschema-path
     #   jsonschema-specifications
-regex==2026.1.15
+regex==2026.2.19
     # via cfn-lint
 requests==2.32.5
     # via
@@ -431,13 +431,13 @@ requests-aws4auth==1.3.1
     # via localstack-core
 requirements-parser==0.13.0
     # via deptry
-responses==0.25.8
+responses==0.26.0
     # via
     #   localstack-core
     #   moto-ext
 rfc3339-validator==0.1.4
     # via openapi-schema-validator
-rich==14.3.2
+rich==14.3.3
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
@@ -451,7 +451,7 @@ rsa==4.7.2
     # via awscli
 rstr==3.2.2
     # via localstack-core (pyproject.toml)
-ruff==0.15.1
+ruff==0.15.2
     # via localstack-core (pyproject.toml)
 s3transfer==0.16.0
     # via
@@ -501,13 +501,13 @@ urllib3==2.6.3
     #   opensearch-py
     #   requests
     #   responses
-virtualenv==20.38.0
+virtualenv==20.39.0
     # via pre-commit
 watchdog==6.0.0
     # via localstack-core (pyproject.toml)
 websocket-client==1.9.0
     # via localstack-core
-werkzeug==3.1.5
+werkzeug==3.1.6
     # via
     #   localstack-core
     #   moto-ext
@@ -518,7 +518,7 @@ wrapt==2.1.1
     # via aws-xray-sdk
 wsproto==1.3.2
     # via hypercorn
-xmltodict==1.0.3
+xmltodict==1.0.4
     # via
     #   localstack-core
     #   moto-ext
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index 479f497b4bf50..1b1a27bac2853 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -63,7 +63,7 @@ certifi==2026.1.4
     #   requests
 cffi==2.0.0
     # via cryptography
-cfn-lint==1.44.0
+cfn-lint==1.45.0
     # via moto-ext
 charset-normalizer==3.4.4
     # via requests
@@ -107,7 +107,7 @@ events==0.5
     # via opensearch-py
 graphql-core==3.2.7
     # via moto-ext
-grpcio==1.78.0
+grpcio==1.78.1
     # via opensearch-protobufs
 h11==0.16.0
     # via
@@ -192,7 +192,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.23
+moto-ext==5.1.24
     # via localstack-core (pyproject.toml)
 mpmath==1.3.0
     # via sympy
@@ -288,7 +288,7 @@ referencing==0.36.2
     #   jsonschema
     #   jsonschema-path
     #   jsonschema-specifications
-regex==2026.1.15
+regex==2026.2.19
     # via cfn-lint
 requests==2.32.5
     # via
@@ -303,13 +303,13 @@ requests==2.32.5
     #   rolo
 requests-aws4auth==1.3.1
     # via localstack-core
-responses==0.25.8
+responses==0.26.0
     # via
     #   localstack-core (pyproject.toml)
     #   moto-ext
 rfc3339-validator==0.1.4
     # via openapi-schema-validator
-rich==14.3.2
+rich==14.3.3
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
@@ -358,7 +358,7 @@ urllib3==2.6.3
     #   opensearch-py
     #   requests
     #   responses
-werkzeug==3.1.5
+werkzeug==3.1.6
     # via
     #   localstack-core
     #   moto-ext
@@ -368,7 +368,7 @@ wrapt==2.1.1
     # via aws-xray-sdk
 wsproto==1.3.2
     # via hypercorn
-xmltodict==1.0.3
+xmltodict==1.0.4
     # via
     #   localstack-core
     #   moto-ext
diff --git a/requirements-test.txt b/requirements-test.txt
index c6fef0a091300..ad5c7f1209dba 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -33,9 +33,9 @@ aws-cdk-asset-awscli-v1==2.2.263
     # via aws-cdk-lib
 aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
-aws-cdk-cloud-assembly-schema==48.20.0
+aws-cdk-cloud-assembly-schema==50.4.0
     # via aws-cdk-lib
-aws-cdk-lib==2.238.0
+aws-cdk-lib==2.240.0
     # via localstack-core (pyproject.toml)
 aws-sam-translator==1.107.0
     # via
@@ -79,7 +79,7 @@ certifi==2026.1.4
     #   requests
 cffi==2.0.0
     # via cryptography
-cfn-lint==1.44.0
+cfn-lint==1.45.0
     # via moto-ext
 charset-normalizer==3.4.4
     # via requests
@@ -91,7 +91,7 @@ colorama==0.4.6
     # via awscli
 constantly==23.10.4
     # via localstack-twisted
-constructs==10.5.0
+constructs==10.5.1
     # via aws-cdk-lib
 coverage==7.13.4
     # via localstack-core (pyproject.toml)
@@ -129,7 +129,7 @@ events==0.5
     # via opensearch-py
 graphql-core==3.2.7
     # via moto-ext
-grpcio==1.78.0
+grpcio==1.78.1
     # via opensearch-protobufs
 h11==0.16.0
     # via
@@ -238,7 +238,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.23
+moto-ext==5.1.24
     # via localstack-core
 mpmath==1.3.0
     # via sympy
@@ -366,7 +366,7 @@ referencing==0.36.2
     #   jsonschema
     #   jsonschema-path
     #   jsonschema-specifications
-regex==2026.1.15
+regex==2026.2.19
     # via cfn-lint
 requests==2.32.5
     # via
@@ -382,13 +382,13 @@ requests==2.32.5
     #   rolo
 requests-aws4auth==1.3.1
     # via localstack-core
-responses==0.25.8
+responses==0.26.0
     # via
     #   localstack-core
     #   moto-ext
 rfc3339-validator==0.1.4
     # via openapi-schema-validator
-rich==14.3.2
+rich==14.3.3
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
@@ -449,7 +449,7 @@ urllib3==2.6.3
     #   responses
 websocket-client==1.9.0
     # via localstack-core (pyproject.toml)
-werkzeug==3.1.5
+werkzeug==3.1.6
     # via
     #   localstack-core
     #   moto-ext
@@ -460,7 +460,7 @@ wrapt==2.1.1
     # via aws-xray-sdk
 wsproto==1.3.2
     # via hypercorn
-xmltodict==1.0.3
+xmltodict==1.0.4
     # via
     #   localstack-core
     #   moto-ext
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index 1301a10f027ea..5357b3c727b4d 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -33,9 +33,9 @@ aws-cdk-asset-awscli-v1==2.2.263
     # via aws-cdk-lib
 aws-cdk-asset-node-proxy-agent-v6==2.1.0
     # via aws-cdk-lib
-aws-cdk-cloud-assembly-schema==48.20.0
+aws-cdk-cloud-assembly-schema==50.4.0
     # via aws-cdk-lib
-aws-cdk-lib==2.238.0
+aws-cdk-lib==2.240.0
     # via localstack-core
 aws-sam-translator==1.107.0
     # via
@@ -54,7 +54,7 @@ boto3==1.42.54
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-boto3-stubs==1.42.52
+boto3-stubs==1.42.55
     # via localstack-core (pyproject.toml)
 botocore==1.42.54
     # via
@@ -85,7 +85,7 @@ cffi==2.0.0
     # via cryptography
 cfgv==3.5.0
     # via pre-commit
-cfn-lint==1.44.0
+cfn-lint==1.45.0
     # via moto-ext
 charset-normalizer==3.4.4
     # via requests
@@ -98,7 +98,7 @@ colorama==0.4.6
     # via awscli
 constantly==23.10.4
     # via localstack-twisted
-constructs==10.5.0
+constructs==10.5.1
     # via aws-cdk-lib
 coverage==7.13.4
     # via
@@ -150,7 +150,7 @@ filelock==3.24.3
     # via virtualenv
 graphql-core==3.2.7
     # via moto-ext
-grpcio==1.78.0
+grpcio==1.78.1
     # via opensearch-protobufs
 h11==0.16.0
     # via
@@ -263,7 +263,7 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.23
+moto-ext==5.1.24
     # via localstack-core
 mpmath==1.3.0
     # via sympy
@@ -329,15 +329,15 @@ mypy-boto3-dms==1.42.3
     # via boto3-stubs
 mypy-boto3-docdb==1.42.3
     # via boto3-stubs
-mypy-boto3-dynamodb==1.42.41
+mypy-boto3-dynamodb==1.42.55
     # via boto3-stubs
 mypy-boto3-dynamodbstreams==1.42.3
     # via boto3-stubs
 mypy-boto3-ec2==1.42.51
     # via boto3-stubs
-mypy-boto3-ecr==1.42.50
+mypy-boto3-ecr==1.42.53
     # via boto3-stubs
-mypy-boto3-ecs==1.42.29
+mypy-boto3-ecs==1.42.54
     # via boto3-stubs
 mypy-boto3-efs==1.42.3
     # via boto3-stubs
@@ -431,7 +431,7 @@ mypy-boto3-s3control==1.42.37
     # via boto3-stubs
 mypy-boto3-sagemaker==1.42.49
     # via boto3-stubs
-mypy-boto3-sagemaker-runtime==1.42.3
+mypy-boto3-sagemaker-runtime==1.42.54
     # via boto3-stubs
 mypy-boto3-secretsmanager==1.42.8
     # via boto3-stubs
@@ -447,7 +447,7 @@ mypy-boto3-sns==1.42.3
     # via boto3-stubs
 mypy-boto3-sqs==1.42.3
     # via boto3-stubs
-mypy-boto3-ssm==1.42.3
+mypy-boto3-ssm==1.42.54
     # via boto3-stubs
 mypy-boto3-sso-admin==1.42.41
     # via boto3-stubs
@@ -612,7 +612,7 @@ referencing==0.36.2
     #   jsonschema
     #   jsonschema-path
     #   jsonschema-specifications
-regex==2026.1.15
+regex==2026.2.19
     # via cfn-lint
 requests==2.32.5
     # via
@@ -631,13 +631,13 @@ requests-aws4auth==1.3.1
     # via localstack-core
 requirements-parser==0.13.0
     # via deptry
-responses==0.25.8
+responses==0.26.0
     # via
     #   localstack-core
     #   moto-ext
 rfc3339-validator==0.1.4
     # via openapi-schema-validator
-rich==14.3.2
+rich==14.3.3
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
@@ -651,7 +651,7 @@ rsa==4.7.2
     # via awscli
 rstr==3.2.2
     # via localstack-core
-ruff==0.15.1
+ruff==0.15.2
     # via localstack-core
 s3transfer==0.16.0
     # via
@@ -705,13 +705,13 @@ urllib3==2.6.3
     #   opensearch-py
     #   requests
     #   responses
-virtualenv==20.38.0
+virtualenv==20.39.0
     # via pre-commit
 watchdog==6.0.0
     # via localstack-core
 websocket-client==1.9.0
     # via localstack-core
-werkzeug==3.1.5
+werkzeug==3.1.6
     # via
     #   localstack-core
     #   moto-ext
@@ -722,7 +722,7 @@ wrapt==2.1.1
     # via aws-xray-sdk
 wsproto==1.3.2
     # via hypercorn
-xmltodict==1.0.3
+xmltodict==1.0.4
     # via
     #   localstack-core
     #   moto-ext

From 108ff30fa7a570690bd24028cf4a132c3c77d1e4 Mon Sep 17 00:00:00 2001
From: Swaraj Patil <patilswaraj1111@gmail.com>
Date: Tue, 24 Feb 2026 14:53:46 +0530
Subject: [PATCH 659/697] fix: use standard npm install command to upgrade npm
 (#13817)

---
 Dockerfile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Dockerfile b/Dockerfile
index 289e7d19e0f5b..7187e03bd1b66 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -49,7 +49,7 @@ RUN ARCH= && dpkgArch="$(dpkg --print-architecture)" \
   && rm "$LATEST_VERSION_FILENAME.tar.xz" SHASUMS256.txt.asc SHASUMS256.txt \
   && ln -s /usr/local/bin/node /usr/local/bin/nodejs \
   # upgrade npm to the latest version
-  && npm upgrade -g npm \
+  && npm install -g npm@latest \
   # smoke tests
   && node --version \
   && npm --version \

From aa8af99ebe33d3e105b9f216e43b0e4b62b832b3 Mon Sep 17 00:00:00 2001
From: Prakhar Srivastava <Srivprak0106@gmail.com>
Date: Tue, 24 Feb 2026 15:07:21 +0530
Subject: [PATCH 660/697] fix: add --no-install-recommends to builder stage
 apt-get install (#13814)

---
 Dockerfile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Dockerfile b/Dockerfile
index 7187e03bd1b66..f843982b58286 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -104,7 +104,7 @@ RUN --mount=type=cache,target=/var/cache/apt \
     apt-get update && \
         # Install dependencies to add additional repos
         # g++ is a workaround to fix the JPype1 compile error on ARM Linux "gcc: fatal error: cannot execute ‘cc1plus’"
-        apt-get install -y gcc g++
+        apt-get install -y --no-install-recommends gcc g++
 
 # upgrade python build tools
 RUN --mount=type=cache,target=/root/.cache \

From a17c007af21d3af21a6423125e1a68ce70dba2b9 Mon Sep 17 00:00:00 2001
From: Misha Tiurin <650819+tiurin@users.noreply.github.com>
Date: Tue, 24 Feb 2026 12:58:50 +0100
Subject: [PATCH 661/697] feat(stepfunctions): Add support for variables as
 TestState parameter (#13827)

---
 .../asl/component/test_state/state/common.py  |   7 +
 .../asl/eval/test_state/environment.py        |   4 +
 .../stepfunctions/asl/eval/variable_store.py  |  14 +-
 .../backend/test_state/execution.py           |   8 +-
 .../backend/test_state/execution_worker.py    |   5 +
 .../services/stepfunctions/provider.py        |   4 +
 .../v2/outputdecl/test_output.snapshot.json   |  56 ++++----
 .../v2/outputdecl/test_output.validation.json | 128 ++++++++++++++---
 .../test_state/test_test_state_scenarios.py   |  52 +++++++
 .../test_test_state_scenarios.snapshot.json   | 136 ++++++++++++++++++
 .../test_test_state_scenarios.validation.json |  18 +++
 11 files changed, 383 insertions(+), 49 deletions(-)

diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/test_state/state/common.py b/localstack-core/localstack/services/stepfunctions/asl/component/test_state/state/common.py
index 463acc06694e6..467a374aff21a 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/test_state/state/common.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/test_state/state/common.py
@@ -20,6 +20,13 @@ class MockedCommonState(MockedBaseState[CommonStateField]):
     def add_inspection_data(self, env: TestStateEnvironment):
         state = self._wrapped
 
+        if state._is_language_query_jsonpath():
+            self._add_jsonpath_inspection_data(env)
+
+    def _add_jsonpath_inspection_data(self, env: TestStateEnvironment):
+
+        state = self._wrapped
+
         if not isinstance(state, StatePass):
             if not self.is_single_state:
                 return
diff --git a/localstack-core/localstack/services/stepfunctions/asl/eval/test_state/environment.py b/localstack-core/localstack/services/stepfunctions/asl/eval/test_state/environment.py
index a217d5f58af16..bb65c15fb7bde 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/eval/test_state/environment.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/eval/test_state/environment.py
@@ -21,6 +21,7 @@
     ProgramRetriable,
 )
 from localstack.services.stepfunctions.asl.eval.variable_store import VariableStore
+from localstack.services.stepfunctions.asl.utils.encoding import to_json_str
 from localstack.services.stepfunctions.backend.activity import Activity
 from localstack.services.stepfunctions.backend.test_state.test_state_mock import TestStateMock
 
@@ -50,6 +51,9 @@ def __init__(
             variable_store=variable_store,
         )
         self.inspection_data = InspectionData()
+        variables = variable_store.to_dict()
+        if variables:
+            self.inspection_data["variables"] = to_json_str(variables)
         self.mock = mock
 
     def is_test_state_mocked_mode(self) -> bool:
diff --git a/localstack-core/localstack/services/stepfunctions/asl/eval/variable_store.py b/localstack-core/localstack/services/stepfunctions/asl/eval/variable_store.py
index ff2f0957e825f..a17d557e990f7 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/eval/variable_store.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/eval/variable_store.py
@@ -54,13 +54,17 @@ class VariableStore:
     _outer_variable_declaration_cache: VariableDeclarations | None
     _variable_declarations_cache: VariableDeclarations | None
 
-    def __init__(self):
+    def __init__(self, variables: dict | None = None):
         self._outer_scope = {}
         self._inner_scope = {}
         self._declaration_tracing = set()
         self._outer_variable_declaration_cache = None
         self._variable_declarations_cache = None
 
+        if variables:
+            for key, value in variables.items():
+                self.set(key, value)
+
     @classmethod
     def as_inner_scope_of(cls, outer_variable_store: VariableStore) -> VariableStore:
         inner_variable_store = cls()
@@ -85,6 +89,14 @@ def get_assigned_variables(self) -> dict[str, str]:
             assigned_variables[traced_declaration_identifier] = traced_declaration_value_json_str
         return assigned_variables
 
+    def to_dict(self) -> dict[str, str]:
+        assigned_variables: dict[str, str] = {}
+        for traced_declaration_identifier in self._declaration_tracing:
+            assigned_variables[traced_declaration_identifier] = self.get(
+                traced_declaration_identifier
+            )
+        return assigned_variables
+
     def get(self, variable_identifier: VariableIdentifier) -> VariableValue:
         if variable_identifier in self._inner_scope:
             return self._inner_scope[variable_identifier]
diff --git a/localstack-core/localstack/services/stepfunctions/backend/test_state/execution.py b/localstack-core/localstack/services/stepfunctions/backend/test_state/execution.py
index f9246f20a9c22..7631ec5f1e7d9 100644
--- a/localstack-core/localstack/services/stepfunctions/backend/test_state/execution.py
+++ b/localstack-core/localstack/services/stepfunctions/backend/test_state/execution.py
@@ -12,7 +12,9 @@
     TestStateOutput,
     Timestamp,
 )
-from localstack.services.stepfunctions.asl.eval.evaluation_details import EvaluationDetails
+from localstack.services.stepfunctions.asl.eval.evaluation_details import (
+    EvaluationDetails,
+)
 from localstack.services.stepfunctions.asl.eval.program_state import (
     ProgramEnded,
     ProgramError,
@@ -43,6 +45,7 @@ class TestStateExecution(Execution):
     next_state: str | None
     state_name: str | None
     mock: TestStateMock | None
+    variables: dict | None
 
     class TestCaseExecutionWorkerCommunication(BaseExecutionWorkerCommunication):
         _execution: TestStateExecution
@@ -79,6 +82,7 @@ def __init__(
         state_name: str | None = None,
         input_data: dict | None = None,
         mock: TestStateMock | None = None,
+        variables: dict | None = None,
     ):
         super().__init__(
             name=name,
@@ -98,6 +102,7 @@ def __init__(
         self.next_state = None
         self.state_name = state_name
         self.mock = mock
+        self.variables = variables
 
     def _get_start_execution_worker_comm(self) -> BaseExecutionWorkerCommunication:
         return self.TestCaseExecutionWorkerCommunication(self)
@@ -114,6 +119,7 @@ def _get_start_execution_worker(self) -> TestStateExecutionWorker:
             activity_store=self._activity_store,
             state_name=self.state_name,
             mock=self.mock,
+            variables=self.variables,
         )
 
     def publish_execution_status_change_event(self):
diff --git a/localstack-core/localstack/services/stepfunctions/backend/test_state/execution_worker.py b/localstack-core/localstack/services/stepfunctions/backend/test_state/execution_worker.py
index 19933f1f8828c..32de04fef6b65 100644
--- a/localstack-core/localstack/services/stepfunctions/backend/test_state/execution_worker.py
+++ b/localstack-core/localstack/services/stepfunctions/backend/test_state/execution_worker.py
@@ -14,6 +14,7 @@
     StateMachineData,
 )
 from localstack.services.stepfunctions.asl.eval.test_state.environment import TestStateEnvironment
+from localstack.services.stepfunctions.asl.eval.variable_store import VariableStore
 from localstack.services.stepfunctions.asl.parse.test_state.asl_parser import (
     TestStateAmazonStateLanguageParser,
 )
@@ -29,6 +30,7 @@ class TestStateExecutionWorker(SyncExecutionWorker):
     env: TestStateEnvironment | None
     state_name: str | None = None
     mock: TestStateMock | None
+    variables: dict | None
 
     def __init__(
         self,
@@ -38,6 +40,7 @@ def __init__(
         activity_store: dict[Arn, Activity],
         state_name: StateName | None = None,
         mock: TestStateMock | None = None,
+        variables: dict | None = None,
     ):
         super().__init__(
             evaluation_details,
@@ -48,6 +51,7 @@ def __init__(
         )
         self.state_name = state_name
         self.mock = mock
+        self.variables = variables
 
     def _get_evaluation_entrypoint(self) -> EvalComponent:
         return TestStateAmazonStateLanguageParser.parse(
@@ -74,5 +78,6 @@ def _get_evaluation_environment(self) -> Environment:
             event_history_context=EventHistoryContext.of_program_start(),
             cloud_watch_logging_session=self._cloud_watch_logging_session,
             activity_store=self._activity_store,
+            variable_store=VariableStore(self.variables),
             mock=self.mock,
         )
diff --git a/localstack-core/localstack/services/stepfunctions/provider.py b/localstack-core/localstack/services/stepfunctions/provider.py
index c941952d5e0c9..538e437ce6919 100644
--- a/localstack-core/localstack/services/stepfunctions/provider.py
+++ b/localstack-core/localstack/services/stepfunctions/provider.py
@@ -1566,6 +1566,9 @@ def test_state(
         if input_json := request.get("input", {}):
             input_json = json.loads(input_json)
 
+        if variables_json := request.get("variables"):
+            variables_json = json.loads(variables_json)
+
         execution = TestStateExecution(
             name=exec_name,
             role_arn=role_arn,
@@ -1578,6 +1581,7 @@ def test_state(
             state_name=state_name,
             activity_store=self.get_store(context).activities,
             mock=state_mock,
+            variables=variables_json,
         )
         execution.start()
 
diff --git a/tests/aws/services/stepfunctions/v2/outputdecl/test_output.snapshot.json b/tests/aws/services/stepfunctions/v2/outputdecl/test_output.snapshot.json
index 3e3b4ce45dc52..fb014dc780f7a 100644
--- a/tests/aws/services/stepfunctions/v2/outputdecl/test_output.snapshot.json
+++ b/tests/aws/services/stepfunctions/v2/outputdecl/test_output.snapshot.json
@@ -1,6 +1,6 @@
 {
   "tests/aws/services/stepfunctions/v2/outputdecl/test_output.py::TestArgumentsBase::test_base_cases[BASE_EMPTY]": {
-    "recorded-date": "04-11-2024, 13:15:46",
+    "recorded-date": "19-02-2026, 14:47:34",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -78,7 +78,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/outputdecl/test_output.py::TestArgumentsBase::test_base_cases[BASE_LITERALS]": {
-    "recorded-date": "04-11-2024, 13:16:06",
+    "recorded-date": "19-02-2026, 14:47:49",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -266,7 +266,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/outputdecl/test_output.py::TestArgumentsBase::test_base_cases[BASE_EXPR]": {
-    "recorded-date": "04-11-2024, 13:16:22",
+    "recorded-date": "19-02-2026, 14:48:04",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -463,7 +463,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/outputdecl/test_output.py::TestArgumentsBase::test_base_cases[BASE_DIRECT_EXPR]": {
-    "recorded-date": "04-11-2024, 13:16:38",
+    "recorded-date": "19-02-2026, 14:48:17",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -587,7 +587,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/outputdecl/test_output.py::TestArgumentsBase::test_base_lambda[BASE_LAMBDA]": {
-    "recorded-date": "04-11-2024, 14:01:00",
+    "recorded-date": "19-02-2026, 14:48:36",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -813,7 +813,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/outputdecl/test_output.py::TestArgumentsBase::test_base_task_lambda[BASE_TASK_LAMBDA]": {
-    "recorded-date": "04-11-2024, 14:15:19",
+    "recorded-date": "19-02-2026, 14:48:54",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -920,9 +920,7 @@
                     "Connection": [
                       "keep-alive"
                     ],
-                    "x-amzn-RequestId": [
-                      "<uuid:1>"
-                    ],
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "Content-Length": [
                       "60"
                     ],
@@ -939,13 +937,13 @@
                     "Date": "date",
                     "X-Amz-Executed-Version": "$LATEST",
                     "x-amzn-Remapped-Content-Length": "0",
-                    "x-amzn-RequestId": "<uuid:1>",
+                    "x-amzn-RequestId": "x-amzn-RequestId",
                     "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
                   },
                   "HttpStatusCode": 200
                 },
                 "SdkResponseMetadata": {
-                  "RequestId": "<uuid:1>"
+                  "RequestId": "RequestId"
                 },
                 "StatusCode": 200
               },
@@ -996,9 +994,7 @@
                       "Connection": [
                         "keep-alive"
                       ],
-                      "x-amzn-RequestId": [
-                        "<uuid:1>"
-                      ],
+                      "x-amzn-RequestId": "x-amzn-RequestId",
                       "Content-Length": [
                         "60"
                       ],
@@ -1015,13 +1011,13 @@
                       "Date": "date",
                       "X-Amz-Executed-Version": "$LATEST",
                       "x-amzn-Remapped-Content-Length": "0",
-                      "x-amzn-RequestId": "<uuid:1>",
+                      "x-amzn-RequestId": "x-amzn-RequestId",
                       "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
                     },
                     "HttpStatusCode": 200
                   },
                   "SdkResponseMetadata": {
-                    "RequestId": "<uuid:1>"
+                    "RequestId": "RequestId"
                   },
                   "StatusCode": 200
                 }
@@ -1068,9 +1064,7 @@
                       "Connection": [
                         "keep-alive"
                       ],
-                      "x-amzn-RequestId": [
-                        "<uuid:1>"
-                      ],
+                      "x-amzn-RequestId": "x-amzn-RequestId",
                       "Content-Length": [
                         "60"
                       ],
@@ -1087,13 +1081,13 @@
                       "Date": "date",
                       "X-Amz-Executed-Version": "$LATEST",
                       "x-amzn-Remapped-Content-Length": "0",
-                      "x-amzn-RequestId": "<uuid:1>",
+                      "x-amzn-RequestId": "x-amzn-RequestId",
                       "X-Amzn-Trace-Id": "X-Amzn-Trace-Id"
                     },
                     "HttpStatusCode": 200
                   },
                   "SdkResponseMetadata": {
-                    "RequestId": "<uuid:1>"
+                    "RequestId": "RequestId"
                   },
                   "StatusCode": 200
                 }
@@ -1116,7 +1110,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/outputdecl/test_output.py::TestArgumentsBase::test_base_output_any_non_dict[NULL]": {
-    "recorded-date": "20-11-2024, 18:24:00",
+    "recorded-date": "19-02-2026, 14:49:08",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -1184,7 +1178,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/outputdecl/test_output.py::TestArgumentsBase::test_base_output_any_non_dict[INT]": {
-    "recorded-date": "20-11-2024, 18:24:15",
+    "recorded-date": "19-02-2026, 14:49:23",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -1252,7 +1246,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/outputdecl/test_output.py::TestArgumentsBase::test_base_output_any_non_dict[FLOAT]": {
-    "recorded-date": "20-11-2024, 18:24:31",
+    "recorded-date": "19-02-2026, 14:49:37",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -1320,7 +1314,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/outputdecl/test_output.py::TestArgumentsBase::test_base_output_any_non_dict[BOOL]": {
-    "recorded-date": "20-11-2024, 18:24:46",
+    "recorded-date": "19-02-2026, 14:49:51",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -1388,7 +1382,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/outputdecl/test_output.py::TestArgumentsBase::test_base_output_any_non_dict[STR_LIT]": {
-    "recorded-date": "20-11-2024, 18:25:01",
+    "recorded-date": "19-02-2026, 14:50:05",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -1456,7 +1450,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/outputdecl/test_output.py::TestArgumentsBase::test_base_output_any_non_dict[JSONATA_EXPR]": {
-    "recorded-date": "20-11-2024, 18:25:16",
+    "recorded-date": "19-02-2026, 14:50:20",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -1528,7 +1522,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/outputdecl/test_output.py::TestArgumentsBase::test_base_output_any_non_dict[LIST_EMPY]": {
-    "recorded-date": "20-11-2024, 18:25:31",
+    "recorded-date": "19-02-2026, 14:50:35",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -1596,7 +1590,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/outputdecl/test_output.py::TestArgumentsBase::test_base_output_any_non_dict[LIST_RICH]": {
-    "recorded-date": "20-11-2024, 18:25:47",
+    "recorded-date": "19-02-2026, 14:50:49",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -1664,7 +1658,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/outputdecl/test_output.py::TestArgumentsBase::test_output_in_choice[CONDITION_TRUE]": {
-    "recorded-date": "27-12-2024, 14:50:09",
+    "recorded-date": "19-02-2026, 14:51:09",
     "recorded-content": {
       "get_execution_history": {
         "events": [
@@ -1758,7 +1752,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/outputdecl/test_output.py::TestArgumentsBase::test_output_in_choice[CONDITION_FALSE]": {
-    "recorded-date": "27-12-2024, 14:50:24",
+    "recorded-date": "19-02-2026, 14:51:23",
     "recorded-content": {
       "get_execution_history": {
         "events": [
diff --git a/tests/aws/services/stepfunctions/v2/outputdecl/test_output.validation.json b/tests/aws/services/stepfunctions/v2/outputdecl/test_output.validation.json
index 42c2f4701dbb8..90978192ba431 100644
--- a/tests/aws/services/stepfunctions/v2/outputdecl/test_output.validation.json
+++ b/tests/aws/services/stepfunctions/v2/outputdecl/test_output.validation.json
@@ -1,50 +1,146 @@
 {
   "tests/aws/services/stepfunctions/v2/outputdecl/test_output.py::TestArgumentsBase::test_base_cases[BASE_DIRECT_EXPR]": {
-    "last_validated_date": "2024-11-04T13:16:37+00:00"
+    "last_validated_date": "2026-02-19T14:48:17+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.29,
+      "teardown": 1.44,
+      "total": 13.73
+    }
   },
   "tests/aws/services/stepfunctions/v2/outputdecl/test_output.py::TestArgumentsBase::test_base_cases[BASE_EMPTY]": {
-    "last_validated_date": "2024-11-04T13:15:44+00:00"
+    "last_validated_date": "2026-02-19T14:47:34+00:00",
+    "durations_in_seconds": {
+      "setup": 11.5,
+      "call": 12.74,
+      "teardown": 1.36,
+      "total": 25.6
+    }
   },
   "tests/aws/services/stepfunctions/v2/outputdecl/test_output.py::TestArgumentsBase::test_base_cases[BASE_EXPR]": {
-    "last_validated_date": "2024-11-04T13:16:20+00:00"
+    "last_validated_date": "2026-02-19T14:48:04+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 13.43,
+      "teardown": 1.41,
+      "total": 14.84
+    }
   },
   "tests/aws/services/stepfunctions/v2/outputdecl/test_output.py::TestArgumentsBase::test_base_cases[BASE_LITERALS]": {
-    "last_validated_date": "2024-11-04T13:16:04+00:00"
+    "last_validated_date": "2026-02-19T14:47:49+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 13.3,
+      "teardown": 1.35,
+      "total": 14.65
+    }
   },
   "tests/aws/services/stepfunctions/v2/outputdecl/test_output.py::TestArgumentsBase::test_base_lambda[BASE_LAMBDA]": {
-    "last_validated_date": "2024-11-04T14:00:57+00:00"
+    "last_validated_date": "2026-02-19T14:48:36+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 16.91,
+      "teardown": 2.27,
+      "total": 19.18
+    }
   },
   "tests/aws/services/stepfunctions/v2/outputdecl/test_output.py::TestArgumentsBase::test_base_output_any_non_dict[BOOL]": {
-    "last_validated_date": "2024-11-20T18:24:44+00:00"
+    "last_validated_date": "2026-02-19T14:49:51+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.32,
+      "teardown": 1.42,
+      "total": 13.74
+    }
   },
   "tests/aws/services/stepfunctions/v2/outputdecl/test_output.py::TestArgumentsBase::test_base_output_any_non_dict[FLOAT]": {
-    "last_validated_date": "2024-11-20T18:24:29+00:00"
+    "last_validated_date": "2026-02-19T14:49:37+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 13.44,
+      "teardown": 1.4,
+      "total": 14.84
+    }
   },
   "tests/aws/services/stepfunctions/v2/outputdecl/test_output.py::TestArgumentsBase::test_base_output_any_non_dict[INT]": {
-    "last_validated_date": "2024-11-20T18:24:13+00:00"
+    "last_validated_date": "2026-02-19T14:49:23+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 13.38,
+      "teardown": 1.44,
+      "total": 14.82
+    }
   },
   "tests/aws/services/stepfunctions/v2/outputdecl/test_output.py::TestArgumentsBase::test_base_output_any_non_dict[JSONATA_EXPR]": {
-    "last_validated_date": "2024-11-20T18:25:14+00:00"
+    "last_validated_date": "2026-02-19T14:50:20+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 13.41,
+      "teardown": 1.43,
+      "total": 14.84
+    }
   },
   "tests/aws/services/stepfunctions/v2/outputdecl/test_output.py::TestArgumentsBase::test_base_output_any_non_dict[LIST_EMPY]": {
-    "last_validated_date": "2024-11-20T18:25:29+00:00"
+    "last_validated_date": "2026-02-19T14:50:35+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 13.39,
+      "teardown": 1.4,
+      "total": 14.79
+    }
   },
   "tests/aws/services/stepfunctions/v2/outputdecl/test_output.py::TestArgumentsBase::test_base_output_any_non_dict[LIST_RICH]": {
-    "last_validated_date": "2024-11-20T18:25:45+00:00"
+    "last_validated_date": "2026-02-19T14:50:49+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 13.37,
+      "teardown": 1.45,
+      "total": 14.82
+    }
   },
   "tests/aws/services/stepfunctions/v2/outputdecl/test_output.py::TestArgumentsBase::test_base_output_any_non_dict[NULL]": {
-    "last_validated_date": "2024-11-20T18:23:58+00:00"
+    "last_validated_date": "2026-02-19T14:49:08+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.34,
+      "teardown": 1.39,
+      "total": 13.73
+    }
   },
   "tests/aws/services/stepfunctions/v2/outputdecl/test_output.py::TestArgumentsBase::test_base_output_any_non_dict[STR_LIT]": {
-    "last_validated_date": "2024-11-20T18:24:59+00:00"
+    "last_validated_date": "2026-02-19T14:50:05+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.31,
+      "teardown": 1.41,
+      "total": 13.72
+    }
   },
   "tests/aws/services/stepfunctions/v2/outputdecl/test_output.py::TestArgumentsBase::test_base_task_lambda[BASE_TASK_LAMBDA]": {
-    "last_validated_date": "2024-11-04T14:15:16+00:00"
+    "last_validated_date": "2026-02-19T14:48:54+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 15.3,
+      "teardown": 2.36,
+      "total": 17.66
+    }
   },
   "tests/aws/services/stepfunctions/v2/outputdecl/test_output.py::TestArgumentsBase::test_output_in_choice[CONDITION_FALSE]": {
-    "last_validated_date": "2024-12-27T14:50:22+00:00"
+    "last_validated_date": "2026-02-19T14:51:24+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 12.74,
+      "teardown": 2.4,
+      "total": 15.14
+    }
   },
   "tests/aws/services/stepfunctions/v2/outputdecl/test_output.py::TestArgumentsBase::test_output_in_choice[CONDITION_TRUE]": {
-    "last_validated_date": "2024-12-27T14:50:08+00:00"
+    "last_validated_date": "2026-02-19T14:51:09+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 18.03,
+      "teardown": 1.43,
+      "total": 19.46
+    }
   }
 }
diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py b/tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py
index abd5d9ffc9807..bfd51262ebeed 100644
--- a/tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py
@@ -10,6 +10,9 @@
 from tests.aws.services.stepfunctions.templates.evaluatejsonata.evaluate_jsonata_templates import (
     EvaluateJsonataTemplate as EJT,
 )
+from tests.aws.services.stepfunctions.templates.outputdecl.output_templates import (
+    OutputTemplates as OT,
+)
 from tests.aws.services.stepfunctions.templates.services.services_templates import (
     ServicesTemplates as ST,
 )
@@ -413,3 +416,52 @@ def test_localstack_blogpost_scenario(
             inspectionLevel=InspectionLevel.TRACE,
         )
         sfn_snapshot.match("check_approval_denied_response", check_approval_denied_response)
+
+    TEMPLATES_VARIABLES = [
+        pytest.param(
+            (
+                OT.BASE_EXPR,
+                {
+                    "var_input_value": "test_value",
+                    "var_constant_1": 10,
+                },
+            ),
+            id="base_expressions",
+        ),
+        pytest.param((OT.BASE_LITERALS, {}), id="empty_variables"),
+    ]
+
+    @pytest.mark.parametrize("templates_variables", TEMPLATES_VARIABLES)
+    @markers.aws.validated
+    @markers.snapshot.skip_snapshot_verify(
+        paths=[
+            "$..RoleArn",  # needed until optional roleArn is introduced for test state, see comment in provider implementation.
+            "$..output.ja_states_context.State.Name",  # currently, test state returns "StateName" as a state name in AWS. We return actual state name. Adding to skip as not worth a special condition in the code
+        ]
+    )
+    def test_state_with_variables(
+        self,
+        aws_client_no_sync_prefix,
+        sfn_snapshot,
+        templates_variables,
+    ):
+        sfn_snapshot.add_transformer(
+            sfn_snapshot.transform.key_value("RoleArn", "role-arn", reference_replacement=False)
+        )  # roleArn is null in AWS but is not null in LocalStack, see comment in provider implementation. If this transformer is not added then roleArn is picked up as another resource name in LocalStack, causing resource placeholders mismatch, e.g. <resource:3> where <resource:2> is expected.
+        sfn_snapshot.add_transformer(sfn_snapshot.transform.resource_name())
+        template_path, variables_raw = templates_variables
+        template = OT.load_sfn_template(template_path)
+
+        definition = json.dumps(template)
+
+        exec_input = json.dumps({"input_values": [1, 2, 3]})
+        variables = json.dumps(variables_raw)
+
+        test_case_response = aws_client_no_sync_prefix.stepfunctions.test_state(
+            definition=definition,
+            stateName="State0",
+            input=exec_input,
+            variables=variables,
+            inspectionLevel=InspectionLevel.TRACE,
+        )
+        sfn_snapshot.match("test_case_response", test_case_response)
diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.snapshot.json b/tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.snapshot.json
index 0a312f04d8237..a70b54e455d41 100644
--- a/tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.snapshot.json
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.snapshot.json
@@ -2234,5 +2234,141 @@
         }
       }
     }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_state_with_variables[base_expressions]": {
+    "recorded-date": "24-02-2026, 11:15:19",
+    "recorded-content": {
+      "test_case_response": {
+        "inspectionData": {
+          "input": {
+            "input_values": [
+              1,
+              2,
+              3
+            ]
+          },
+          "variables": {
+            "var_input_value": "test_value",
+            "var_constant_1": 10
+          }
+        },
+        "output": {
+          "ja_states_context": {
+            "Execution": {
+              "Id": "arn:<partition>:states:<region>:111111111111:express:<resource:2>:<resource:1>",
+              "Input": {
+                "input_values": [
+                  1,
+                  2,
+                  3
+                ]
+              },
+              "Name": "<resource:1>",
+              "RoleArn": null,
+              "StartTime": "date"
+            },
+            "StateMachine": {
+              "Id": "arn:<partition>:states:<region>:111111111111:stateMachine:<resource:2>",
+              "Name": "<resource:2>"
+            },
+            "State": {
+              "Name": "StateName",
+              "EnteredTime": "date"
+            }
+          },
+          "ja_states_input": {
+            "input_values": [
+              1,
+              2,
+              3
+            ]
+          },
+          "ja_var_access": "test_value",
+          "ja_expr": 16
+        },
+        "status": "SUCCEEDED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_state_with_variables[empty_variables]": {
+    "recorded-date": "24-02-2026, 11:15:19",
+    "recorded-content": {
+      "test_case_response": {
+        "inspectionData": {
+          "input": {
+            "input_values": [
+              1,
+              2,
+              3
+            ]
+          }
+        },
+        "output": {
+          "constant_null": null,
+          "constant_int": 0,
+          "constant_float": 0.1,
+          "constant_bool": true,
+          "constant_str": "constant string",
+          "constant_not_jsonata": " {% states.input %} ",
+          "constant_varpath_states": "$states.input",
+          "constant_varpath": "$no.such.var.path",
+          "constant_jp_input": "$",
+          "constant_jp_input.$": "$",
+          "constant_jp_input_path": "$.input_value",
+          "constant_jp_context": "$$",
+          "constant_if": "States.Format('Format:{}', 101)",
+          "constant_lst_empty": [],
+          "constant_lst": [
+            null,
+            0,
+            0.1,
+            true,
+            [],
+            {
+              "constant": 0
+            },
+            " {% states.input %} ",
+            "$states.input",
+            "$no.such.var.path"
+          ],
+          "constant_obj_empty": {},
+          "constant_obj": {
+            "in_obj_constant_null": null,
+            "in_obj_constant_int": 0,
+            "in_obj_constant_float": 0.1,
+            "in_obj_constant_bool": true,
+            "in_obj_constant_str": "constant string",
+            "in_obj_constant_not_jsonata": " {% states.input %} ",
+            "in_obj_constant_lst_empty": [],
+            "in_obj_constant_lst": [
+              null,
+              0,
+              0.1,
+              true,
+              [],
+              {
+                "constant": 0
+              },
+              " {% states.input %} ",
+              "$states.input",
+              "$no.such.var.path"
+            ],
+            "in_obj_constant_obj_empty": {},
+            "in_obj_constant_obj": {
+              "constant": 0
+            }
+          }
+        },
+        "status": "SUCCEEDED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.validation.json b/tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.validation.json
index 9c070e96285ae..682e0e35d2d66 100644
--- a/tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.validation.json
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.validation.json
@@ -394,5 +394,23 @@
       "teardown": 1.77,
       "total": 14.91
     }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_state_with_variables[base_expressions]": {
+    "last_validated_date": "2026-02-24T11:15:19+00:00",
+    "durations_in_seconds": {
+      "setup": 0.49,
+      "call": 0.63,
+      "teardown": 0.0,
+      "total": 1.12
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_scenarios.py::TestStateCaseScenarios::test_state_with_variables[empty_variables]": {
+    "last_validated_date": "2026-02-24T11:15:19+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.22,
+      "teardown": 0.0,
+      "total": 0.22
+    }
   }
 }

From f92df4fdd27ac023fabb1daf9abbe75b2784874f Mon Sep 17 00:00:00 2001
From: Anastasia Dusak <61540676+k-a-il@users.noreply.github.com>
Date: Tue, 24 Feb 2026 13:33:53 +0100
Subject: [PATCH 662/697] Add deprecation warning for ACTIVATE_PRO (#13833)

---
 localstack-core/localstack/deprecations.py | 6 ++++++
 1 file changed, 6 insertions(+)

diff --git a/localstack-core/localstack/deprecations.py b/localstack-core/localstack/deprecations.py
index c41b44487cfba..282a6c8cf67ec 100644
--- a/localstack-core/localstack/deprecations.py
+++ b/localstack-core/localstack/deprecations.py
@@ -319,6 +319,12 @@ def is_affected(self) -> bool:
         "By default, LocalStack routes Step Functions traffic to its internal runtime. "
         "Use this variable only if you need to redirect traffic to a different local Step Functions runtime.",
     ),
+    EnvVarDeprecation(
+        "ACTIVATE_PRO",
+        "4.14.0",
+        "Starting in March 2026, LocalStack will require an auth token. "
+        "Go to this page for more infos: https://localstack.cloud/2026-updates",
+    ),
 ]
 
 

From 0db652174c4067dc0cae14a8232b1b7405c0e919 Mon Sep 17 00:00:00 2001
From: Anisa Oshafi <anisaoshafi@gmail.com>
Date: Tue, 24 Feb 2026 16:52:22 +0100
Subject: [PATCH 663/697] Lambda: keep track of DesiredState for capacity
 provider for managed instances (#13828)

---
 .../services/lambda_/invocation/lambda_models.py  | 10 +++++++++-
 .../localstack/services/lambda_/provider.py       | 15 +++++++++++++++
 2 files changed, 24 insertions(+), 1 deletion(-)

diff --git a/localstack-core/localstack/services/lambda_/invocation/lambda_models.py b/localstack-core/localstack/services/lambda_/invocation/lambda_models.py
index 13dfbabde3ac4..c76d922e407e5 100644
--- a/localstack-core/localstack/services/lambda_/invocation/lambda_models.py
+++ b/localstack-core/localstack/services/lambda_/invocation/lambda_models.py
@@ -607,16 +607,24 @@ def qualified_arn(self) -> str:
         return self.id.qualified_arn()
 
 
+class DesiredCapacityProviderState(StrEnum):
+    Running = "Running"
+    Stopped = "Stopped"
+
+
 @dataclasses.dataclass
 class CapacityProvider:
     CapacityProviderArn: CapacityProviderArn
-    # State is determined dynamically
+    # State is determined dynamically based on DesiredState
     VpcConfig: CapacityProviderVpcConfig
     PermissionsConfig: CapacityProviderPermissionsConfig
     InstanceRequirements: InstanceRequirements
     CapacityProviderScalingConfig: CapacityProviderScalingConfig
     LastModified: Timestamp
     KmsKeyArn: KMSKeyArn | None = None
+    # Tracks whether the capacity provider should be running or stopped.
+    # Set to Stopped when deletion is initiated; used to skip restoration on state load.
+    DesiredState: DesiredCapacityProviderState = DesiredCapacityProviderState.Running
 
 
 @dataclasses.dataclass
diff --git a/localstack-core/localstack/services/lambda_/provider.py b/localstack-core/localstack/services/lambda_/provider.py
index 76ef3cd6b507b..3feb140f992e4 100644
--- a/localstack-core/localstack/services/lambda_/provider.py
+++ b/localstack-core/localstack/services/lambda_/provider.py
@@ -187,6 +187,7 @@
 from localstack.services.lambda_.invocation.lambda_models import (
     AliasRoutingConfig,
     CodeSigningConfig,
+    DesiredCapacityProviderState,
     EventInvokeConfig,
     Function,
     FunctionResourcePolicy,
@@ -319,6 +320,20 @@ def on_after_state_load(self):
 
                     for fn_version in fn.versions.values():
                         try:
+                            # Skip function versions that were being deleted
+                            if fn_version.config.state.state == State.Deleting:
+                                continue
+
+                            # Skip function versions whose capacity provider has been stopped
+                            if fn_version.config.capacity_provider_config:
+                                cp_arn = fn_version.config.capacity_provider_config[
+                                    "LambdaManagedInstancesCapacityProviderConfig"
+                                ]["CapacityProviderArn"]
+                                cp_name = cp_arn.split(":")[-1]
+                                cp = state.capacity_providers.get(cp_name)
+                                if cp and cp.DesiredState == DesiredCapacityProviderState.Stopped:
+                                    continue
+
                             # $LATEST is not invokable for Lambda functions with a capacity provider
                             # and has a different State (i.e., ActiveNonInvokable)
                             is_capacity_provider_latest = (

From bcc9e9dbf165a16f3dee662b49b07238dc4b1650 Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Tue, 24 Feb 2026 19:12:38 +0100
Subject: [PATCH 664/697] S3: fix tagging with cross region calls (#13834)

---
 .../localstack/services/s3/provider.py        | 112 +++++++-----------
 1 file changed, 42 insertions(+), 70 deletions(-)

diff --git a/localstack-core/localstack/services/s3/provider.py b/localstack-core/localstack/services/s3/provider.py
index 29ef94ca42e42..2413fa5a33e10 100644
--- a/localstack-core/localstack/services/s3/provider.py
+++ b/localstack-core/localstack/services/s3/provider.py
@@ -213,7 +213,6 @@
     StorageClass,
     Tag,
     Tagging,
-    TagSet,
     Token,
     TransitionDefaultMinimumObjectSize,
     UploadIdMarker,
@@ -463,44 +462,20 @@ def _get_cross_account_bucket(
                 f"The value of the expected bucket owner parameter must be an AWS Account ID... [{expected_bucket_owner}]",
             )
 
-        store = self.get_store(context.account_id, context.region)
-        if not (s3_bucket := store.buckets.get(bucket_name)):
-            if not (account_id := store.global_bucket_map.get(bucket_name)):
+        request_store = self.get_store(context.account_id, context.region)
+        if not (s3_bucket := request_store.buckets.get(bucket_name)):
+            if not (bucket_account_id := request_store.global_bucket_map.get(bucket_name)):
                 raise NoSuchBucket("The specified bucket does not exist", BucketName=bucket_name)
 
-            store = self.get_store(account_id, context.region)
-            if not (s3_bucket := store.buckets.get(bucket_name)):
+            bucket_account_store = self.get_store(bucket_account_id, context.region)
+            if not (s3_bucket := bucket_account_store.buckets.get(bucket_name)):
                 raise NoSuchBucket("The specified bucket does not exist", BucketName=bucket_name)
 
         if expected_bucket_owner and s3_bucket.bucket_account_id != expected_bucket_owner:
             raise AccessDenied("Access Denied")
 
-        return store, s3_bucket
-
-    def _create_bucket_tags(self, bucket: S3Bucket, tags: TagSet):
-        store = self.get_store(bucket.bucket_account_id, bucket.bucket_region)
-        store.tags.update_tags(bucket.bucket_arn, {tag["Key"]: tag["Value"] for tag in tags})
-
-    def _remove_all_bucket_tags(self, bucket: S3Bucket):
-        store = self.get_store(bucket.bucket_account_id, bucket.bucket_region)
-        store.tags.delete_all_tags(bucket.bucket_arn)
-
-    def _list_bucket_tags(self, bucket: S3Bucket) -> TagSet:
-        store = self.get_store(bucket.bucket_account_id, bucket.bucket_region)
-        tags = store.tags.get_tags(bucket.bucket_arn)
-        return [{"Key": key, "Value": value} for key, value in tags.items()]
-
-    @staticmethod
-    def _create_object_tags(store: S3Store, key_id: str, tags: dict[str, str]):
-        store.tags.update_tags(key_id, tags)
-
-    @staticmethod
-    def _remove_all_object_tags(store: S3Store, key_id: str):
-        store.tags.delete_all_tags(key_id)
-
-    @staticmethod
-    def _list_object_tags(store: S3Store, key_id: str) -> dict[str, str]:
-        return store.tags.get_tags(key_id)
+        regional_bucket_store = self.get_store(s3_bucket.bucket_account_id, s3_bucket.bucket_region)
+        return regional_bucket_store, s3_bucket
 
     @staticmethod
     def get_store(account_id: str, region_name: str) -> S3Store:
@@ -590,7 +565,9 @@ def create_bucket(
         store.buckets[bucket_name] = s3_bucket
         store.global_bucket_map[bucket_name] = s3_bucket.bucket_account_id
         if bucket_tags:
-            self._create_bucket_tags(s3_bucket, bucket_tags)
+            store.tags.update_tags(
+                s3_bucket.bucket_arn, {tag["Key"]: tag["Value"] for tag in bucket_tags}
+            )
         self._cors_handler.invalidate_cache()
         self._storage_backend.create_bucket(bucket_name)
 
@@ -629,7 +606,7 @@ def delete_bucket(
         self._preconditions_locks.pop(bucket, None)
         # clean up the storage backend
         self._storage_backend.delete_bucket(bucket)
-        self._remove_all_bucket_tags(s3_bucket)
+        store.tags.delete_all_tags(s3_bucket.bucket_arn)
 
     def list_buckets(
         self,
@@ -931,7 +908,7 @@ def put_object(
         key_id = get_unique_key_id(bucket_name, key, version_id)
         store.tags.delete_all_tags(key_id)
         if tagging:
-            self._create_object_tags(store, key_id, tagging)
+            store.tags.update_tags(key_id, tagging)
 
         # RequestCharged: Optional[RequestCharged]  # TODO
         response = PutObjectOutput(
@@ -949,7 +926,7 @@ def put_object(
                 s3_bucket.lifecycle_rules,
                 bucket_name,
                 s3_object,
-                self._list_object_tags(store, key_id),
+                store.tags.get_tags(key_id),
             ):
                 # TODO: we either apply the lifecycle to existing objects when we set the new rules, or we need to
                 #  apply them everytime we get/head an object
@@ -1094,9 +1071,7 @@ def get_object(
 
         add_encryption_to_response(response, s3_object=s3_object)
 
-        object_tags = self._list_object_tags(
-            store, get_unique_key_id(bucket_name, object_key, version_id)
-        )
+        object_tags = store.tags.get_tags(get_unique_key_id(bucket_name, object_key, version_id))
 
         if tag_count := len(object_tags):
             response["TagCount"] = tag_count
@@ -1237,8 +1212,8 @@ def head_object(
             response["ChecksumType"] = checksum_type
 
         add_encryption_to_response(response, s3_object=s3_object)
-        object_tags = self._list_object_tags(
-            store, get_unique_key_id(bucket_name, object_key, s3_object.version_id)
+        object_tags = store.tags.get_tags(
+            get_unique_key_id(bucket_name, object_key, s3_object.version_id)
         )
         if tag_count := len(object_tags):
             response["TagCount"] = tag_count
@@ -1327,7 +1302,7 @@ def delete_object(
             if found_object:
                 self._storage_backend.remove(bucket, found_object)
                 self._notify(context, s3_bucket=s3_bucket, s3_object=found_object)
-                self._remove_all_object_tags(store, get_unique_key_id(bucket, key, version_id))
+                store.tags.delete_all_tags(get_unique_key_id(bucket, key, version_id))
 
             return DeleteObjectOutput()
 
@@ -1365,7 +1340,7 @@ def delete_object(
             response["DeleteMarker"] = True
         else:
             self._storage_backend.remove(bucket, s3_object)
-            self._remove_all_object_tags(store, get_unique_key_id(bucket, key, version_id))
+            store.tags.delete_all_tags(get_unique_key_id(bucket, key, version_id))
         self._notify(context, s3_bucket=s3_bucket, s3_object=s3_object)
 
         if key not in s3_bucket.objects:
@@ -1425,9 +1400,7 @@ def delete_objects(
                 if found_object:
                     to_remove.append(found_object)
                     self._notify(context, s3_bucket=s3_bucket, s3_object=found_object)
-                    self._remove_all_object_tags(
-                        store, get_unique_key_id(bucket, object_key, version_id)
-                    )
+                    store.tags.delete_all_tags(get_unique_key_id(bucket, object_key, version_id))
                 # small hack to not create a fake object for nothing
                 elif s3_bucket.notification_configuration:
                     # DeleteObjects is a bit weird, even if the object didn't exist, S3 will trigger a notification
@@ -1505,7 +1478,7 @@ def delete_objects(
                 to_remove.append(found_object)
 
             self._notify(context, s3_bucket=s3_bucket, s3_object=found_object)
-            self._remove_all_object_tags(store, get_unique_key_id(bucket, object_key, version_id))
+            store.tags.delete_all_tags(get_unique_key_id(bucket, object_key, version_id))
 
         for versioned_key in versioned_keys:
             # we clean up keys that do not have any object versions in them anymore
@@ -1725,13 +1698,13 @@ def copy_object(
         dest_key_id = get_unique_key_id(dest_bucket, dest_key, dest_version_id)
 
         if (request.get("TaggingDirective")) == "REPLACE":
-            self._remove_all_object_tags(store, dest_key_id)
-            self._create_object_tags(store, dest_key_id, tagging or {})
+            store.tags.delete_all_tags(dest_key_id)
+            store.tags.update_tags(dest_key_id, tagging or {})
         else:
             src_key_id = get_unique_key_id(src_bucket, src_key, src_s3_object.version_id)
-            src_tags = self._list_object_tags(store, src_key_id)
-            self._remove_all_object_tags(store, dest_key_id)
-            self._create_object_tags(store, dest_key_id, src_tags)
+            src_tags = store.tags.get_tags(src_key_id)
+            store.tags.delete_all_tags(dest_key_id)
+            store.tags.update_tags(dest_key_id, src_tags)
 
         copy_object_result = CopyObjectResult(
             ETag=s3_object.quoted_etag,
@@ -2878,9 +2851,9 @@ def complete_multipart_upload(
         s3_bucket.multiparts.pop(s3_multipart.id, None)
 
         key_id = get_unique_key_id(bucket, key, version_id)
-        self._remove_all_object_tags(store, key_id)
+        store.tags.delete_all_tags(key_id)
         if s3_multipart.tagging:
-            self._create_object_tags(store, key_id, s3_multipart.tagging)
+            store.tags.update_tags(key_id, s3_multipart.tagging)
 
         # RequestCharged: Optional[RequestCharged] TODO
 
@@ -3316,8 +3289,8 @@ def put_bucket_tagging(
         validate_tag_set(tag_set, type_set="bucket")
 
         # remove the previous tags before setting the new ones, it overwrites the whole TagSet
-        self._remove_all_bucket_tags(s3_bucket)
-        self._create_bucket_tags(s3_bucket, tag_set)
+        store.tags.delete_all_tags(s3_bucket.bucket_arn)
+        store.tags.update_tags(s3_bucket.bucket_arn, {tag["Key"]: tag["Value"] for tag in tag_set})
 
     def get_bucket_tagging(
         self,
@@ -3327,7 +3300,8 @@ def get_bucket_tagging(
         **kwargs,
     ) -> GetBucketTaggingOutput:
         store, s3_bucket = self._get_cross_account_bucket(context, bucket)
-        tag_set = self._list_bucket_tags(s3_bucket)
+        tags = store.tags.get_tags(s3_bucket.bucket_arn)
+        tag_set = [{"Key": key, "Value": value} for key, value in dict(tags).items()]
         if not tag_set:
             raise NoSuchTagSet(
                 "The TagSet does not exist",
@@ -3345,9 +3319,10 @@ def delete_bucket_tagging(
     ) -> None:
         store, s3_bucket = self._get_cross_account_bucket(context, bucket)
 
-        # This operation doesn't remove the tags from the store like deleting a resource does, it just sets them as empty.
-        self._remove_all_bucket_tags(s3_bucket)
-        self._create_bucket_tags(s3_bucket, [])
+        # This operation doesn't remove the tags from the store like deleting a resource does
+        # it just sets them as empty.
+        store.tags.delete_all_tags(s3_bucket.bucket_arn)
+        store.tags.update_tags(s3_bucket.bucket_arn, {})
 
     def put_object_tagging(
         self,
@@ -3374,8 +3349,8 @@ def put_object_tagging(
 
         key_id = get_unique_key_id(bucket, key, s3_object.version_id)
         # remove the previous tags before setting the new ones, it overwrites the whole TagSet
-        self._remove_all_object_tags(store, key_id)
-        self._create_object_tags(store, key_id, {tag["Key"]: tag["Value"] for tag in tag_set})
+        store.tags.delete_all_tags(key_id)
+        store.tags.update_tags(key_id, {tag["Key"]: tag["Value"] for tag in tag_set})
         response = PutObjectTaggingOutput()
         if s3_object.version_id:
             response["VersionId"] = s3_object.version_id
@@ -3395,7 +3370,6 @@ def get_object_tagging(
         **kwargs,
     ) -> GetObjectTaggingOutput:
         store, s3_bucket = self._get_cross_account_bucket(context, bucket)
-
         try:
             s3_object = s3_bucket.get_object(key=key, version_id=version_id)
         except NoSuchKey as e:
@@ -3419,9 +3393,7 @@ def get_object_tagging(
             e.Key = f"{bucket}/{key}"
             raise e
 
-        object_tags = self._list_object_tags(
-            store, get_unique_key_id(bucket, key, s3_object.version_id)
-        )
+        object_tags = store.tags.get_tags(get_unique_key_id(bucket, key, s3_object.version_id))
         response = GetObjectTaggingOutput(
             TagSet=[Tag(Key=key, Value=value) for key, value in object_tags.items()]
         )
@@ -3443,7 +3415,7 @@ def delete_object_tagging(
 
         s3_object = s3_bucket.get_object(key=key, version_id=version_id, http_method="DELETE")
 
-        self._remove_all_object_tags(store, get_unique_key_id(bucket, key, s3_object.version_id))
+        store.tags.delete_all_tags(get_unique_key_id(bucket, key, s3_object.version_id))
         response = DeleteObjectTaggingOutput()
         if s3_object.version_id:
             response["VersionId"] = s3_object.version_id
@@ -4632,9 +4604,9 @@ def post_object(
 
         # in case we are overriding an object, delete the tags entry
         key_id = get_unique_key_id(bucket, object_key, version_id)
-        self._remove_all_object_tags(store, key_id)
+        store.tags.delete_all_tags(key_id)
         if tagging:
-            self._create_object_tags(store, key_id, tagging)
+            store.tags.update_tags(key_id, tagging)
 
         response = PostResponse()
         # hacky way to set the etag in the headers as well: two locations for one value
@@ -4677,7 +4649,7 @@ def post_object(
                 s3_bucket.lifecycle_rules,
                 bucket,
                 s3_object,
-                self._list_object_tags(store, key_id),
+                store.tags.get_tags(key_id),
             ):
                 # TODO: we either apply the lifecycle to existing objects when we set the new rules, or we need to
                 #  apply them everytime we get/head an object

From 7a74f41f0206aa5d0c1ff4dbeb100fc4f133ec0a Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Tue, 24 Feb 2026 22:21:54 +0100
Subject: [PATCH 665/697] CloudWatch: fix Scheduler shutdown (#13822)

---
 .../services/cloudwatch/alarm_scheduler.py    | 21 ++++++++++++----
 .../services/cloudwatch/provider.py           | 25 ++++++-------------
 .../services/cloudwatch/provider_v2.py        | 25 ++++++-------------
 3 files changed, 30 insertions(+), 41 deletions(-)

diff --git a/localstack-core/localstack/services/cloudwatch/alarm_scheduler.py b/localstack-core/localstack/services/cloudwatch/alarm_scheduler.py
index 9ae3b3c7ee79d..8d64500a1c38f 100644
--- a/localstack-core/localstack/services/cloudwatch/alarm_scheduler.py
+++ b/localstack-core/localstack/services/cloudwatch/alarm_scheduler.py
@@ -7,6 +7,7 @@
 
 from localstack.aws.api.cloudwatch import MetricAlarm, MetricDataQuery, MetricStat, StateValue
 from localstack.aws.connect import connect_to
+from localstack.runtime.shutdown import SHUTDOWN_HANDLERS
 from localstack.utils.aws import arns, aws_stack
 from localstack.utils.scheduler import Scheduler
 
@@ -38,16 +39,26 @@ def __init__(self) -> None:
         """
         super().__init__()
         self.scheduler = Scheduler()
-        self.thread = threading.Thread(target=self.scheduler.run, name="cloudwatch-scheduler")
-        self.thread.start()
         self.scheduled_alarms = {}
+        self.thread: threading.Thread | None = None
 
-    def shutdown_scheduler(self) -> None:
+    def start(self) -> None:
+        if not (self.thread and self.thread.is_alive()):
+            LOG.debug("Starting CloudWatch scheduler")
+            self.thread = threading.Thread(target=self.scheduler.run, name="cloudwatch-scheduler")
+            self.thread.start()
+            SHUTDOWN_HANDLERS.register(self.shutdown)
+
+    def shutdown(self) -> None:
         """
-        Shutsdown the scheduler, must be called before application stops
+        Shutdown the scheduler, must be called before application stops
         """
+        LOG.debug("Stopping CloudWatch scheduler")
         self.scheduler.close()
-        self.thread.join(10)
+        self.scheduled_alarms.clear()
+        SHUTDOWN_HANDLERS.unregister(self.shutdown)
+        if self.thread:
+            self.thread.join(10)
 
     def schedule_metric_alarm(self, alarm_arn: str) -> None:
         """(Re-)schedules the alarm, if the alarm is re-scheduled, the running alarm scheduler will be cancelled before
diff --git a/localstack-core/localstack/services/cloudwatch/provider.py b/localstack-core/localstack/services/cloudwatch/provider.py
index c28975cd99c7e..1c706369bfc40 100644
--- a/localstack-core/localstack/services/cloudwatch/provider.py
+++ b/localstack-core/localstack/services/cloudwatch/provider.py
@@ -305,7 +305,7 @@ class CloudwatchProvider(CloudwatchApi, ServiceLifecycleHook):
 
     def __init__(self):
         self.tags = TaggingService()
-        self.alarm_scheduler = None
+        self.alarm_scheduler = AlarmScheduler()
 
     def accept_state_visitor(self, visitor: StateVisitor):
         visitor.visit(cloudwatch_backends)
@@ -314,19 +314,19 @@ def on_after_init(self):
         ROUTER.add(PATH_GET_RAW_METRICS, self.get_raw_metrics)
 
     def on_before_start(self):
-        self.start_alarm_scheduler()
+        self.alarm_scheduler.start()
 
     def on_before_state_reset(self):
-        self.shutdown_alarm_scheduler()
+        self.alarm_scheduler.shutdown()
 
     def on_after_state_reset(self):
-        self.start_alarm_scheduler()
+        self.alarm_scheduler.start()
 
     def on_before_state_load(self):
-        self.shutdown_alarm_scheduler()
+        self.alarm_scheduler.shutdown()
 
     def on_after_state_load(self):
-        self.start_alarm_scheduler()
+        self.alarm_scheduler.start()
 
         def restart_alarms(*args):
             poll_condition(lambda: SERVICE_PLUGINS.is_running("cloudwatch"))
@@ -335,18 +335,7 @@ def restart_alarms(*args):
         start_worker_thread(restart_alarms)
 
     def on_before_stop(self):
-        self.shutdown_alarm_scheduler()
-
-    def start_alarm_scheduler(self):
-        if not self.alarm_scheduler:
-            LOG.debug("starting cloudwatch scheduler")
-            self.alarm_scheduler = AlarmScheduler()
-
-    def shutdown_alarm_scheduler(self):
-        if self.alarm_scheduler:
-            LOG.debug("stopping cloudwatch scheduler")
-            self.alarm_scheduler.shutdown_scheduler()
-            self.alarm_scheduler = None
+        self.alarm_scheduler.shutdown()
 
     def delete_alarms(self, context: RequestContext, alarm_names: AlarmNames, **kwargs) -> None:
         moto.call_moto(context)
diff --git a/localstack-core/localstack/services/cloudwatch/provider_v2.py b/localstack-core/localstack/services/cloudwatch/provider_v2.py
index 34b3f3a7151c6..25cf7dd73dadd 100644
--- a/localstack-core/localstack/services/cloudwatch/provider_v2.py
+++ b/localstack-core/localstack/services/cloudwatch/provider_v2.py
@@ -148,9 +148,9 @@ class CloudwatchProvider(CloudwatchApi, ServiceLifecycleHook):
     """
 
     def __init__(self):
-        self.alarm_scheduler: AlarmScheduler = None
         self.store = None
         self.cloudwatch_database = CloudwatchDatabase()
+        self.alarm_scheduler = AlarmScheduler()
 
     @staticmethod
     def get_store(account_id: str, region: str) -> CloudWatchStore:
@@ -164,21 +164,21 @@ def on_after_init(self):
         ROUTER.add(PATH_GET_RAW_METRICS, self.get_raw_metrics)
 
     def on_before_start(self):
-        self.start_alarm_scheduler()
+        self.alarm_scheduler.start()
 
     def on_before_state_reset(self):
-        self.shutdown_alarm_scheduler()
+        self.alarm_scheduler.shutdown()
         self.cloudwatch_database.clear_tables()
 
     def on_after_state_reset(self):
         self.cloudwatch_database = CloudwatchDatabase()
-        self.start_alarm_scheduler()
+        self.alarm_scheduler.start()
 
     def on_before_state_load(self):
-        self.shutdown_alarm_scheduler()
+        self.alarm_scheduler.shutdown()
 
     def on_after_state_load(self):
-        self.start_alarm_scheduler()
+        self.alarm_scheduler.start()
 
         def restart_alarms(*args):
             poll_condition(lambda: SERVICE_PLUGINS.is_running("cloudwatch"))
@@ -187,18 +187,7 @@ def restart_alarms(*args):
         start_worker_thread(restart_alarms)
 
     def on_before_stop(self):
-        self.shutdown_alarm_scheduler()
-
-    def start_alarm_scheduler(self):
-        if not self.alarm_scheduler:
-            LOG.debug("starting cloudwatch scheduler")
-            self.alarm_scheduler = AlarmScheduler()
-
-    def shutdown_alarm_scheduler(self):
-        if self.alarm_scheduler:
-            LOG.debug("stopping cloudwatch scheduler")
-            self.alarm_scheduler.shutdown_scheduler()
-            self.alarm_scheduler = None
+        self.alarm_scheduler.shutdown()
 
     def delete_alarms(self, context: RequestContext, alarm_names: AlarmNames, **kwargs) -> None:
         """

From 106e8b5e3389ad2baf25e364f3360150d9e4f623 Mon Sep 17 00:00:00 2001
From: Aiden Huynh <115724666+aidehn@users.noreply.github.com>
Date: Wed, 25 Feb 2026 12:50:09 +0000
Subject: [PATCH 666/697] Fix: Clean Up from RGTA Migration (#13835)

---
 localstack-core/localstack/services/kms/utils.py     | 12 ++++--------
 .../localstack/services/route53/provider.py          |  7 +------
 localstack-core/localstack/utils/tagging.py          |  2 +-
 3 files changed, 6 insertions(+), 15 deletions(-)

diff --git a/localstack-core/localstack/services/kms/utils.py b/localstack-core/localstack/services/kms/utils.py
index caf07d6232fad..e51c080a89b4a 100644
--- a/localstack-core/localstack/services/kms/utils.py
+++ b/localstack-core/localstack/services/kms/utils.py
@@ -102,13 +102,11 @@ def get_custom_key_material(request: CreateKeyRequest | None) -> bytes | None:
     if not request:
         return None
 
-    custom_key_material = None
     tags = request.get("Tags", [])
     for tag in tags:
         if tag["TagKey"] == TAG_KEY_CUSTOM_KEY_MATERIAL:
-            custom_key_material = base64.b64decode(tag["TagValue"])
-
-    return custom_key_material
+            return base64.b64decode(tag["TagValue"])
+    return None
 
 
 def get_custom_key_id(request: CreateKeyRequest | None) -> bytes | None:
@@ -121,13 +119,11 @@ def get_custom_key_id(request: CreateKeyRequest | None) -> bytes | None:
     if not request:
         return None
 
-    custom_key_id = None
     tags = request.get("Tags", [])
     for tag in tags:
         if tag["TagKey"] == TAG_KEY_CUSTOM_ID:
-            custom_key_id = tag["TagValue"]
-
-    return custom_key_id
+            return tag["TagValue"]
+    return None
 
 
 def execute_dry_run_capable[T](func: Callable[..., T], dry_run: bool, *args, **kwargs) -> T:
diff --git a/localstack-core/localstack/services/route53/provider.py b/localstack-core/localstack/services/route53/provider.py
index bf634603c6d4f..ad07970af4731 100644
--- a/localstack-core/localstack/services/route53/provider.py
+++ b/localstack-core/localstack/services/route53/provider.py
@@ -27,21 +27,16 @@
 from localstack.aws.connect import connect_to
 from localstack.services.moto import call_moto
 from localstack.services.plugins import ServiceLifecycleHook
-from localstack.services.route53.models import Route53Store, route53_stores
+from localstack.services.route53.models import route53_stores
 from localstack.state import StateVisitor
 
 
 class Route53Provider(Route53Api, ServiceLifecycleHook):
     def accept_state_visitor(self, visitor: StateVisitor):
-        from localstack.services.route53.models import route53_stores
 
         visitor.visit(route53_backends)
         visitor.visit(route53_stores)
 
-    @staticmethod
-    def get_route53_store(account_id: str, region: str) -> Route53Store:
-        return route53_stores[account_id][region]
-
     # No tag deletion logic to handle in Community. Overwritten in Pro implementation.
     def remove_resource_tags(
         self, context: RequestContext, resource_type: str, resource_id: str
diff --git a/localstack-core/localstack/utils/tagging.py b/localstack-core/localstack/utils/tagging.py
index b8da075e51e0b..0ac53b1888c27 100644
--- a/localstack-core/localstack/utils/tagging.py
+++ b/localstack-core/localstack/utils/tagging.py
@@ -75,7 +75,7 @@ class Tags:
     _tags if the resource has been deleted.
 
     This distinction is important to maintain parity with the Resource Groups Tagging API (RGTA) which will tap into
-    supported service's `Tags` dataclass within it's store.
+    supported service's `Tags` dataclass within its store.
     """
 
     _tags: dict[ResourceARN, TagMap] = field(default_factory=dict)

From 9536c7ac80d700979973509aa45c769e0e744b14 Mon Sep 17 00:00:00 2001
From: Anisa Oshafi <anisaoshafi@gmail.com>
Date: Wed, 25 Feb 2026 14:12:31 +0100
Subject: [PATCH 667/697] Lambda: keep track of function scaling config in the
 store (#13837)

---
 .../services/lambda_/invocation/lambda_models.py       | 10 +++++++++-
 1 file changed, 9 insertions(+), 1 deletion(-)

diff --git a/localstack-core/localstack/services/lambda_/invocation/lambda_models.py b/localstack-core/localstack/services/lambda_/invocation/lambda_models.py
index c76d922e407e5..90c51d20d240b 100644
--- a/localstack-core/localstack/services/lambda_/invocation/lambda_models.py
+++ b/localstack-core/localstack/services/lambda_/invocation/lambda_models.py
@@ -627,6 +627,14 @@ class CapacityProvider:
     DesiredState: DesiredCapacityProviderState = DesiredCapacityProviderState.Running
 
 
+@dataclasses.dataclass
+class FunctionScalingState:
+    """Tracks both applied and requested scaling configs for async updates."""
+
+    applied: FunctionScalingConfig = dataclasses.field(default_factory=dict)
+    requested: FunctionScalingConfig | None = None
+
+
 @dataclasses.dataclass
 class Function:
     function_name: str
@@ -647,7 +655,7 @@ class Function:
     provisioned_concurrency_configs: dict[str, ProvisionedConcurrencyConfiguration] = (
         dataclasses.field(default_factory=dict)
     )
-    function_scaling_configs: dict[str, FunctionScalingConfig] = dataclasses.field(
+    function_scaling_configs: dict[str, FunctionScalingState] = dataclasses.field(
         default_factory=dict
     )
 

From 39ea08bf1cd5d036f239133a27ef95f580b60d95 Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Wed, 25 Feb 2026 23:47:20 +0100
Subject: [PATCH 668/697] SQS: use queue account and region for tagging
 (#13847)

---
 .../localstack/services/sqs/provider.py       | 36 +++++++++----------
 1 file changed, 17 insertions(+), 19 deletions(-)

diff --git a/localstack-core/localstack/services/sqs/provider.py b/localstack-core/localstack/services/sqs/provider.py
index 3531d28bd8836..0058e6828a267 100644
--- a/localstack-core/localstack/services/sqs/provider.py
+++ b/localstack-core/localstack/services/sqs/provider.py
@@ -813,7 +813,7 @@ def create_queue(
                     queue_name, context.region, context.account_id, attributes, tags
                 )
             if tags:
-                self._tag_queue(context.account_id, context.region, queue.arn, tags)
+                self._tag_queue(queue, tags)
 
             LOG.debug("creating queue key=%s attributes=%s tags=%s", queue_name, attributes, tags)
 
@@ -940,7 +940,7 @@ def delete_queue(self, context: RequestContext, queue_url: String, **kwargs) ->
             store.queues[queue.name].shutdown()
             del store.queues[queue.name]
             store.deleted[queue.name] = time.time()
-            self._remove_all_queue_tags(context.account_id, context.region, queue.arn)
+            self._remove_all_queue_tags(queue)
 
     def get_queue_attributes(
         self,
@@ -1492,20 +1492,20 @@ def tag_queue(self, context: RequestContext, queue_url: String, tags: TagMap, **
             return
 
         queue = self._resolve_queue(context, queue_url=queue_url)
-        self._tag_queue(context.account_id, context.region, queue.arn, tags)
+        self._tag_queue(queue, tags)
 
     def list_queue_tags(
         self, context: RequestContext, queue_url: String, **kwargs
     ) -> ListQueueTagsResult:
         queue = self._resolve_queue(context, queue_url=queue_url)
-        tags = self._get_queue_tags(context.account_id, context.region, queue.arn)
+        tags = self._get_queue_tags(queue)
         return ListQueueTagsResult(Tags=tags if tags else None)
 
     def untag_queue(
         self, context: RequestContext, queue_url: String, tag_keys: TagKeyList, **kwargs
     ) -> None:
         queue = self._resolve_queue(context, queue_url=queue_url)
-        self._untag_queue(context.account_id, context.region, queue.arn, tag_keys)
+        self._untag_queue(queue, tag_keys)
 
     def add_permission(
         self,
@@ -1643,23 +1643,21 @@ def _stop_cloudwatch_metrics_reporting(self):
             self._cloudwatch_publish_worker.stop()
             self._cloudwatch_dispatcher.shutdown()
 
-    def _get_queue_tags(self, account_id: str, region: str, resource_arn: str) -> TagMap:
-        store = self.get_store(account_id, region)
-        return store.tags.get_tags(resource_arn)
+    def _get_queue_tags(self, queue: SqsQueue) -> TagMap:
+        store = self.get_store(queue.account_id, queue.region)
+        return store.tags.get_tags(queue.arn)
 
-    def _tag_queue(self, account_id: str, region: str, resource_arn: str, tags: TagMap) -> None:
-        store = self.get_store(account_id, region)
-        store.tags.update_tags(resource_arn, tags)
+    def _tag_queue(self, queue: SqsQueue, tags: TagMap) -> None:
+        store = self.get_store(queue.account_id, queue.region)
+        store.tags.update_tags(queue.arn, tags)
 
-    def _untag_queue(
-        self, account_id: str, region: str, resource_arn: str, tag_keys: TagKeyList
-    ) -> None:
-        store = self.get_store(account_id, region)
-        store.tags.delete_tags(resource_arn, tag_keys)
+    def _untag_queue(self, queue: SqsQueue, tag_keys: TagKeyList) -> None:
+        store = self.get_store(queue.account_id, queue.region)
+        store.tags.delete_tags(queue.arn, tag_keys)
 
-    def _remove_all_queue_tags(self, account_id: str, region: str, resource_arn: str) -> None:
-        store = self.get_store(account_id, region)
-        store.tags.delete_all_tags(resource_arn)
+    def _remove_all_queue_tags(self, queue: SqsQueue) -> None:
+        store = self.get_store(queue.account_id, queue.region)
+        store.tags.delete_all_tags(queue.arn)
 
 
 def resolve_queue_location(

From bcfefa6b2bbbc390aea90fbebe0788cb89964643 Mon Sep 17 00:00:00 2001
From: Thomas Rausch <thomas@thrau.at>
Date: Wed, 25 Feb 2026 23:49:35 +0100
Subject: [PATCH 669/697] remove unused analytics payload
 ls_service_provider_assignment (#13846)

---
 .../utils/analytics/service_providers.py      | 19 -------------------
 plux.ini                                      |  1 -
 2 files changed, 20 deletions(-)
 delete mode 100644 localstack-core/localstack/utils/analytics/service_providers.py

diff --git a/localstack-core/localstack/utils/analytics/service_providers.py b/localstack-core/localstack/utils/analytics/service_providers.py
deleted file mode 100644
index cb242a73f04db..0000000000000
--- a/localstack-core/localstack/utils/analytics/service_providers.py
+++ /dev/null
@@ -1,19 +0,0 @@
-from localstack.runtime import hooks
-
-
-@hooks.on_runtime_ready()
-def publish_provider_assignment():
-    """
-    Publishes the service provider assignment to the analytics service.
-    """
-
-    from localstack.config import SERVICE_PROVIDER_CONFIG
-    from localstack.services.plugins import SERVICE_PLUGINS
-    from localstack.utils.analytics import log
-
-    provider_assignment = {
-        service: f"localstack.aws.provider/{service}:{SERVICE_PROVIDER_CONFIG[service]}"
-        for service in SERVICE_PLUGINS.list_available()
-    }
-
-    log.event("ls_service_provider_assignment", provider_assignment)
diff --git a/plux.ini b/plux.ini
index 78b1a4dc0526d..e445cb9dbd4b6 100644
--- a/plux.ini
+++ b/plux.ini
@@ -157,7 +157,6 @@ _mount_machine_file = localstack.utils.analytics.metadata:_mount_machine_file
 
 [localstack.hooks.on_infra_ready]
 _run_init_scripts_on_ready = localstack.runtime.init:_run_init_scripts_on_ready
-publish_provider_assignment = localstack.utils.analytics.service_providers:publish_provider_assignment
 
 [localstack.hooks.on_infra_shutdown]
 _run_init_scripts_on_shutdown = localstack.runtime.init:_run_init_scripts_on_shutdown

From 3d5a0c70e0fe2eb0864447c882454d33b406ba8a Mon Sep 17 00:00:00 2001
From: "localstack[bot]" <localstack-bot@users.noreply.github.com>
Date: Thu, 26 Feb 2026 10:14:34 +0000
Subject: [PATCH 670/697] release version 4.14.0


From 45dfee8ce27df00fcac3f91b8071c8156eb5c5c7 Mon Sep 17 00:00:00 2001
From: "localstack[bot]" <localstack-bot@users.noreply.github.com>
Date: Thu, 26 Feb 2026 10:16:00 +0000
Subject: [PATCH 671/697] prepare next development iteration


From 4eaf29b4c6dbb43533f00c526de094e5354fea07 Mon Sep 17 00:00:00 2001
From: Anastasia Dusak <61540676+k-a-il@users.noreply.github.com>
Date: Fri, 27 Feb 2026 10:06:03 +0100
Subject: [PATCH 672/697] CloudWatch V2: use new Tags class instead of
 TaggingService (#13842)

---
 .../localstack/services/cloudwatch/models.py  |  12 +-
 .../services/cloudwatch/provider_v2.py        |  45 ++-
 .../services/cloudwatch/test_cloudwatch.py    | 117 ++++++
 .../cloudwatch/test_cloudwatch.snapshot.json  | 378 ++++++++++++++++++
 .../test_cloudwatch.validation.json           |  54 +++
 5 files changed, 594 insertions(+), 12 deletions(-)

diff --git a/localstack-core/localstack/services/cloudwatch/models.py b/localstack-core/localstack/services/cloudwatch/models.py
index 2d44b55ea874c..247ea45903641 100644
--- a/localstack-core/localstack/services/cloudwatch/models.py
+++ b/localstack-core/localstack/services/cloudwatch/models.py
@@ -10,11 +10,10 @@
 from localstack.services.stores import (
     AccountRegionBundle,
     BaseStore,
-    CrossRegionAttribute,
     LocalAttribute,
 )
 from localstack.utils.aws import arns
-from localstack.utils.tagging import TaggingService
+from localstack.utils.tagging import Tags
 
 
 class LocalStackMetricAlarm:
@@ -26,6 +25,8 @@ def __init__(self, account_id: str, region: str, alarm: MetricAlarm):
         self.account_id = account_id
         self.region = region
         self.alarm = alarm
+        # Tags are already stored as part of Tagging Service or RGTA plugin
+        self.alarm.pop("Tags", None)
         self.set_default_attributes()
 
     def set_default_attributes(self):
@@ -54,6 +55,8 @@ def __init__(self, account_id: str, region: str, alarm: CompositeAlarm):
         self.account_id = account_id
         self.region = region
         self.alarm = alarm
+        # Tags are already stored as part of Tagging Service or RGTA plugin
+        self.alarm.pop("Tags", None)
         self.set_default_attributes()
 
     def set_default_attributes(self):
@@ -99,9 +102,6 @@ def __init__(
 
 
 class CloudWatchStore(BaseStore):
-    # maps resource ARN to tags
-    TAGS: TaggingService = CrossRegionAttribute(default=TaggingService)
-
     # maps resource ARN to alarms
     alarms: dict[str, LocalStackAlarm] = LocalAttribute(default=dict)
 
@@ -110,6 +110,8 @@ class CloudWatchStore(BaseStore):
     histories: list[AlarmHistoryItem] = LocalAttribute(default=list)
 
     dashboards: dict[str, LocalStackDashboard] = LocalAttribute(default=dict)
+    # Maps resource ARN to tags
+    tags: Tags = LocalAttribute(default=Tags)
 
 
 cloudwatch_stores = AccountRegionBundle("cloudwatch", CloudWatchStore)
diff --git a/localstack-core/localstack/services/cloudwatch/provider_v2.py b/localstack-core/localstack/services/cloudwatch/provider_v2.py
index 25cf7dd73dadd..8428e6eaf8b90 100644
--- a/localstack-core/localstack/services/cloudwatch/provider_v2.py
+++ b/localstack-core/localstack/services/cloudwatch/provider_v2.py
@@ -67,6 +67,7 @@
     Statistic,
     Statistics,
     StrictEntityValidation,
+    Tag,
     TagKeyList,
     TagList,
     TagResourceOutput,
@@ -201,6 +202,7 @@ def delete_alarms(self, context: RequestContext, alarm_names: AlarmNames, **kwar
                 self.alarm_scheduler.delete_scheduler_for_alarm(alarm_arn)
                 store = self.get_store(context.account_id, context.region)
                 store.alarms.pop(alarm_arn, None)
+                self._remove_all_resource_tags(alarm_arn, context.account_id, context.region)
 
     def put_metric_data(
         self,
@@ -395,6 +397,32 @@ def get_raw_metrics(self, request: Request):
         """
         return {"metrics": self.cloudwatch_database.get_all_metric_data() or []}
 
+    def _get_resource_tags(
+        self, resource_arn: AmazonResourceName, account_id: str, region: str
+    ) -> TagList:
+        store = self.get_store(account_id, region)
+        return [
+            Tag(Key=key, Value=value) for key, value in store.tags.get_tags(resource_arn).items()
+        ]
+
+    def _set_resource_tags(
+        self, resource_arn: AmazonResourceName, account_id: str, region: str, tags: TagList
+    ) -> None:
+        store = self.get_store(account_id, region)
+        store.tags.update_tags(resource_arn, {tag["Key"]: tag["Value"] for tag in tags})
+
+    def _remove_resource_tags(
+        self, resource_arn: AmazonResourceName, account_id: str, region: str, tag_keys: TagKeyList
+    ) -> None:
+        store = self.get_store(account_id, region)
+        store.tags.delete_tags(resource_arn, tag_keys)
+
+    def _remove_all_resource_tags(
+        self, resource_arn: AmazonResourceName, account_id: str, region: str
+    ):
+        store = self.get_store(account_id, region)
+        store.tags.delete_all_tags(resource_arn)
+
     @handler("PutMetricAlarm", expand=False)
     def put_metric_alarm(self, context: RequestContext, request: PutMetricAlarmInput) -> None:
         # missing will be the default, when not set (but it will not explicitly be set)
@@ -446,6 +474,9 @@ def put_metric_alarm(self, context: RequestContext, request: PutMetricAlarmInput
             alarm_arn = metric_alarm.alarm["AlarmArn"]
             store.alarms[alarm_arn] = metric_alarm
             self.alarm_scheduler.schedule_metric_alarm(alarm_arn)
+            self._set_resource_tags(
+                alarm_arn, context.account_id, context.region, request.get("Tags", [])
+            )
 
     @handler("PutCompositeAlarm", expand=False)
     def put_composite_alarm(self, context: RequestContext, request: PutCompositeAlarmInput) -> None:
@@ -461,6 +492,9 @@ def put_composite_alarm(self, context: RequestContext, request: PutCompositeAlar
 
             alarm_arn = composite_alarm.alarm["AlarmArn"]
             store.alarms[alarm_arn] = composite_alarm
+            self._set_resource_tags(
+                alarm_arn, context.account_id, context.region, request.get("Tags", [])
+            )
 
     def describe_alarms(
         self,
@@ -528,9 +562,8 @@ def describe_alarms_for_metric(
     def list_tags_for_resource(
         self, context: RequestContext, resource_arn: AmazonResourceName, **kwargs
     ) -> ListTagsForResourceOutput:
-        store = self.get_store(context.account_id, context.region)
-        tags = store.TAGS.list_tags_for_resource(resource_arn)
-        return ListTagsForResourceOutput(Tags=tags.get("Tags", []))
+        tags = self._get_resource_tags(resource_arn, context.account_id, context.region)
+        return ListTagsForResourceOutput(Tags=tags)
 
     def untag_resource(
         self,
@@ -539,15 +572,13 @@ def untag_resource(
         tag_keys: TagKeyList,
         **kwargs,
     ) -> UntagResourceOutput:
-        store = self.get_store(context.account_id, context.region)
-        store.TAGS.untag_resource(resource_arn, tag_keys)
+        self._remove_resource_tags(resource_arn, context.account_id, context.region, tag_keys)
         return UntagResourceOutput()
 
     def tag_resource(
         self, context: RequestContext, resource_arn: AmazonResourceName, tags: TagList, **kwargs
     ) -> TagResourceOutput:
-        store = self.get_store(context.account_id, context.region)
-        store.TAGS.tag_resource(resource_arn, tags)
+        self._set_resource_tags(resource_arn, context.account_id, context.region, tags)
         return TagResourceOutput()
 
     def put_dashboard(
diff --git a/tests/aws/services/cloudwatch/test_cloudwatch.py b/tests/aws/services/cloudwatch/test_cloudwatch.py
index b70a4f1205833..13f5d69ee3e73 100644
--- a/tests/aws/services/cloudwatch/test_cloudwatch.py
+++ b/tests/aws/services/cloudwatch/test_cloudwatch.py
@@ -11,6 +11,7 @@
 import pytest
 import requests
 from botocore.exceptions import ClientError
+from localstack_snapshot.snapshots.transformer import SortingTransformer
 
 from localstack import config
 from localstack.services.cloudwatch.provider import PATH_GET_RAW_METRICS
@@ -672,6 +673,122 @@ def test_store_tags(self, aws_cloudwatch_client, cleanups, snapshot):
         )
         snapshot.match("list_tags_for_resource_post_untag", list_tags_for_resource_post_untag)
 
+    @markers.aws.validated
+    @pytest.mark.skipif(is_old_provider(), reason="New test for v2 provider")
+    def test_tagging_metric_alarm(self, aws_cloudwatch_client, snapshot):
+        # Sort tags by key value in snapshots
+        snapshot.add_transformer(SortingTransformer("Tags", lambda o: o["Key"]))
+        alarm_name = f"a-{short_uid()}"
+        metric_name = "store_tags"
+        namespace = f"test-ns-{short_uid()}"
+        put_metric_alarm = aws_cloudwatch_client.put_metric_alarm(
+            AlarmName=alarm_name,
+            Namespace=namespace,
+            MetricName=metric_name,
+            EvaluationPeriods=1,
+            ComparisonOperator="GreaterThanThreshold",
+            Period=60,
+            Statistic="Sum",
+            Threshold=30,
+            Tags=[{"Key": "Environment", "Value": "Production"}],
+        )
+        snapshot.match("put_metric_alarm", put_metric_alarm)
+
+        describe_alarms = aws_cloudwatch_client.describe_alarms(AlarmNames=[alarm_name])
+        alarm = describe_alarms["MetricAlarms"][0]
+        alarm_arn = alarm["AlarmArn"]
+
+        list_tags_for_resource_after_creation = aws_cloudwatch_client.list_tags_for_resource(
+            ResourceARN=alarm_arn
+        )
+        snapshot.match(
+            "list_tags_for_resource_after_creation", list_tags_for_resource_after_creation
+        )
+
+        # add tags
+        tags = [{"Key": "tag1", "Value": "foo"}, {"Key": "tag2", "Value": "bar"}]
+        response = aws_cloudwatch_client.tag_resource(ResourceARN=alarm_arn, Tags=tags)
+        assert response["ResponseMetadata"]["HTTPStatusCode"] == 200
+        list_tags_for_resource_updated = aws_cloudwatch_client.list_tags_for_resource(
+            ResourceARN=alarm_arn
+        )
+        snapshot.match("list_tags_for_resource_updated", list_tags_for_resource_updated)
+        response = aws_cloudwatch_client.untag_resource(ResourceARN=alarm_arn, TagKeys=["tag1"])
+        assert response["ResponseMetadata"]["HTTPStatusCode"] == 200
+        list_tags_for_resource_post_untag = aws_cloudwatch_client.list_tags_for_resource(
+            ResourceARN=alarm_arn
+        )
+        snapshot.match("list_tags_for_resource_post_untag", list_tags_for_resource_post_untag)
+
+        # delete alarm
+        aws_cloudwatch_client.delete_alarms(AlarmNames=[alarm_name])
+        list_tags_for_deleted_resource = aws_cloudwatch_client.list_tags_for_resource(
+            ResourceARN=alarm_arn
+        )
+        snapshot.match("list_tags_for_deleted_resource", list_tags_for_deleted_resource)
+
+    @markers.aws.validated
+    @pytest.mark.skipif(is_old_provider(), reason="New test for v2 provider")
+    def test_tagging_composite_alarm(self, aws_cloudwatch_client, snapshot):
+        # Sort tags by key value in snapshots
+        snapshot.add_transformer(SortingTransformer("Tags", lambda o: o["Key"]))
+        snapshot.add_transformer(snapshot.transform.cloudwatch_api())
+        composite_alarm_name = f"composite-a-{short_uid()}"
+        alarm_name = f"a-{short_uid()}"
+        metric_name = "something"
+        namespace = f"test-ns-{short_uid()}"
+        alarm_rule = f'ALARM("{alarm_name}")'
+        aws_cloudwatch_client.put_metric_alarm(
+            AlarmName=alarm_name,
+            Namespace=namespace,
+            MetricName=metric_name,
+            EvaluationPeriods=1,
+            ComparisonOperator="GreaterThanThreshold",
+            Period=60,
+            Statistic="Sum",
+            Threshold=30,
+        )
+        aws_cloudwatch_client.put_composite_alarm(
+            AlarmName=composite_alarm_name,
+            AlarmRule=alarm_rule,
+            Tags=[{"Key": "Environment", "Value": "Production"}],
+        )
+        describe_alarms = aws_cloudwatch_client.describe_alarms(
+            AlarmTypes=["CompositeAlarm"], AlarmNames=[composite_alarm_name]
+        )
+        alarm = describe_alarms["CompositeAlarms"][0]
+        alarm_arn = alarm["AlarmArn"]
+
+        list_tags_for_resource_after_creation = aws_cloudwatch_client.list_tags_for_resource(
+            ResourceARN=alarm_arn
+        )
+        snapshot.match(
+            "list_tags_for_resource_after_creation ", list_tags_for_resource_after_creation
+        )
+
+        # add tags
+        tags = [{"Key": "tag1", "Value": "foo"}, {"Key": "tag2", "Value": "bar"}]
+        response = aws_cloudwatch_client.tag_resource(ResourceARN=alarm_arn, Tags=tags)
+        assert response["ResponseMetadata"]["HTTPStatusCode"] == 200
+        list_tags_for_resource_updated = aws_cloudwatch_client.list_tags_for_resource(
+            ResourceARN=alarm_arn
+        )
+        snapshot.match("list_tags_for_resource_updated", list_tags_for_resource_updated)
+        response = aws_cloudwatch_client.untag_resource(ResourceARN=alarm_arn, TagKeys=["tag1"])
+        assert response["ResponseMetadata"]["HTTPStatusCode"] == 200
+        list_tags_for_resource_post_untag = aws_cloudwatch_client.list_tags_for_resource(
+            ResourceARN=alarm_arn
+        )
+        snapshot.match("list_tags_for_resource_post_untag", list_tags_for_resource_post_untag)
+
+        # delete alarm
+        aws_cloudwatch_client.delete_alarms(AlarmNames=[composite_alarm_name])
+        list_tags_for_deleted_resource = aws_cloudwatch_client.list_tags_for_resource(
+            ResourceARN=alarm_arn
+        )
+        snapshot.match("list_tags_for_deleted_resource", list_tags_for_deleted_resource)
+        aws_cloudwatch_client.delete_alarms(AlarmNames=[alarm_name])
+
     @markers.aws.validated
     def test_list_metrics_uniqueness(self, aws_cloudwatch_client):
         """
diff --git a/tests/aws/services/cloudwatch/test_cloudwatch.snapshot.json b/tests/aws/services/cloudwatch/test_cloudwatch.snapshot.json
index a55521f82b4a4..d554977f443f1 100644
--- a/tests/aws/services/cloudwatch/test_cloudwatch.snapshot.json
+++ b/tests/aws/services/cloudwatch/test_cloudwatch.snapshot.json
@@ -7022,5 +7022,383 @@
         }
       }
     }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_tagging_metric_alarm[query]": {
+    "recorded-date": "17-02-2026, 12:33:44",
+    "recorded-content": {
+      "put_metric_alarm": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "list_tags_for_resource_after_creation": {
+        "Tags": [
+          {
+            "Key": "Environment",
+            "Value": "Production"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "list_tags_for_resource_updated": {
+        "Tags": [
+          {
+            "Key": "Environment",
+            "Value": "Production"
+          },
+          {
+            "Key": "tag1",
+            "Value": "foo"
+          },
+          {
+            "Key": "tag2",
+            "Value": "bar"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "list_tags_for_resource_post_untag": {
+        "Tags": [
+          {
+            "Key": "Environment",
+            "Value": "Production"
+          },
+          {
+            "Key": "tag2",
+            "Value": "bar"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "list_tags_for_deleted_resource": {
+        "Tags": [],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_tagging_metric_alarm[json]": {
+    "recorded-date": "17-02-2026, 12:33:45",
+    "recorded-content": {
+      "put_metric_alarm": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "list_tags_for_resource_after_creation": {
+        "Tags": [
+          {
+            "Key": "Environment",
+            "Value": "Production"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "list_tags_for_resource_updated": {
+        "Tags": [
+          {
+            "Key": "Environment",
+            "Value": "Production"
+          },
+          {
+            "Key": "tag1",
+            "Value": "foo"
+          },
+          {
+            "Key": "tag2",
+            "Value": "bar"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "list_tags_for_resource_post_untag": {
+        "Tags": [
+          {
+            "Key": "Environment",
+            "Value": "Production"
+          },
+          {
+            "Key": "tag2",
+            "Value": "bar"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "list_tags_for_deleted_resource": {
+        "Tags": [],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_tagging_metric_alarm[smithy-rpc-v2-cbor]": {
+    "recorded-date": "17-02-2026, 12:33:45",
+    "recorded-content": {
+      "put_metric_alarm": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "list_tags_for_resource_after_creation": {
+        "Tags": [
+          {
+            "Key": "Environment",
+            "Value": "Production"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "list_tags_for_resource_updated": {
+        "Tags": [
+          {
+            "Key": "Environment",
+            "Value": "Production"
+          },
+          {
+            "Key": "tag1",
+            "Value": "foo"
+          },
+          {
+            "Key": "tag2",
+            "Value": "bar"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "list_tags_for_resource_post_untag": {
+        "Tags": [
+          {
+            "Key": "Environment",
+            "Value": "Production"
+          },
+          {
+            "Key": "tag2",
+            "Value": "bar"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "list_tags_for_deleted_resource": {
+        "Tags": [],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_tagging_composite_alarm[query]": {
+    "recorded-date": "17-02-2026, 12:33:17",
+    "recorded-content": {
+      "list_tags_for_resource_after_creation ": {
+        "Tags": [
+          {
+            "Key": "Environment",
+            "Value": "Production"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "list_tags_for_resource_updated": {
+        "Tags": [
+          {
+            "Key": "Environment",
+            "Value": "Production"
+          },
+          {
+            "Key": "tag1",
+            "Value": "foo"
+          },
+          {
+            "Key": "tag2",
+            "Value": "bar"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "list_tags_for_resource_post_untag": {
+        "Tags": [
+          {
+            "Key": "Environment",
+            "Value": "Production"
+          },
+          {
+            "Key": "tag2",
+            "Value": "bar"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "list_tags_for_deleted_resource": {
+        "Tags": [],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_tagging_composite_alarm[json]": {
+    "recorded-date": "17-02-2026, 12:33:18",
+    "recorded-content": {
+      "list_tags_for_resource_after_creation ": {
+        "Tags": [
+          {
+            "Key": "Environment",
+            "Value": "Production"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "list_tags_for_resource_updated": {
+        "Tags": [
+          {
+            "Key": "Environment",
+            "Value": "Production"
+          },
+          {
+            "Key": "tag1",
+            "Value": "foo"
+          },
+          {
+            "Key": "tag2",
+            "Value": "bar"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "list_tags_for_resource_post_untag": {
+        "Tags": [
+          {
+            "Key": "Environment",
+            "Value": "Production"
+          },
+          {
+            "Key": "tag2",
+            "Value": "bar"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "list_tags_for_deleted_resource": {
+        "Tags": [],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_tagging_composite_alarm[smithy-rpc-v2-cbor]": {
+    "recorded-date": "17-02-2026, 12:33:18",
+    "recorded-content": {
+      "list_tags_for_resource_after_creation ": {
+        "Tags": [
+          {
+            "Key": "Environment",
+            "Value": "Production"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "list_tags_for_resource_updated": {
+        "Tags": [
+          {
+            "Key": "Environment",
+            "Value": "Production"
+          },
+          {
+            "Key": "tag1",
+            "Value": "foo"
+          },
+          {
+            "Key": "tag2",
+            "Value": "bar"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "list_tags_for_resource_post_untag": {
+        "Tags": [
+          {
+            "Key": "Environment",
+            "Value": "Production"
+          },
+          {
+            "Key": "tag2",
+            "Value": "bar"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "list_tags_for_deleted_resource": {
+        "Tags": [],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/cloudwatch/test_cloudwatch.validation.json b/tests/aws/services/cloudwatch/test_cloudwatch.validation.json
index 50c0fa1bc0fb6..61cbd1ef770fb 100644
--- a/tests/aws/services/cloudwatch/test_cloudwatch.validation.json
+++ b/tests/aws/services/cloudwatch/test_cloudwatch.validation.json
@@ -1514,6 +1514,60 @@
       "total": 1.63
     }
   },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_tagging_composite_alarm[json]": {
+    "last_validated_date": "2026-02-17T12:33:18+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 1.02,
+      "teardown": 0.0,
+      "total": 1.02
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_tagging_composite_alarm[query]": {
+    "last_validated_date": "2026-02-17T12:33:17+00:00",
+    "durations_in_seconds": {
+      "setup": 0.18,
+      "call": 0.78,
+      "teardown": 0.0,
+      "total": 0.96
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_tagging_composite_alarm[smithy-rpc-v2-cbor]": {
+    "last_validated_date": "2026-02-17T12:33:18+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.76,
+      "teardown": 0.0,
+      "total": 0.76
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_tagging_metric_alarm[json]": {
+    "last_validated_date": "2026-02-17T12:33:45+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.57,
+      "teardown": 0.0,
+      "total": 0.57
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_tagging_metric_alarm[query]": {
+    "last_validated_date": "2026-02-17T12:33:44+00:00",
+    "durations_in_seconds": {
+      "setup": 0.2,
+      "call": 0.67,
+      "teardown": 0.0,
+      "total": 0.87
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_tagging_metric_alarm[smithy-rpc-v2-cbor]": {
+    "last_validated_date": "2026-02-17T12:33:45+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.6,
+      "teardown": 0.0,
+      "total": 0.6
+    }
+  },
   "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_trigger_composite_alarm[json]": {
     "last_validated_date": "2025-09-19T21:03:36+00:00",
     "durations_in_seconds": {

From 074aae8242d185ca9b03a7f13adac5453c71e869 Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Fri, 27 Feb 2026 10:24:03 +0100
Subject: [PATCH 673/697] APIGW: add CRUD support for Stage.AccessLogSettings
 (#13849)

---
 .../services/apigateway/next_gen/provider.py  |  29 +-
 .../aws_apigateway_stage.py                   |  18 +-
 .../apigateway/test_apigateway_api.py         | 256 +++++++++++++++--
 .../test_apigateway_api.snapshot.json         | 267 +++++++++++++++++-
 .../test_apigateway_api.validation.json       |  28 +-
 .../resources/test_apigateway.py              |  26 ++
 .../resources/test_apigateway.snapshot.json   |  33 +++
 .../resources/test_apigateway.validation.json |   9 +
 .../apigateway_stage_access_log_settings.yaml |  52 ++++
 9 files changed, 692 insertions(+), 26 deletions(-)
 create mode 100644 tests/aws/templates/apigateway_stage_access_log_settings.yaml

diff --git a/localstack-core/localstack/services/apigateway/next_gen/provider.py b/localstack-core/localstack/services/apigateway/next_gen/provider.py
index ac1c0029fee67..9b87ea7cb8f15 100644
--- a/localstack-core/localstack/services/apigateway/next_gen/provider.py
+++ b/localstack-core/localstack/services/apigateway/next_gen/provider.py
@@ -149,10 +149,17 @@ def update_stage(
             if is_canary := patch_path.startswith("/canarySettings"):
                 skip_moto_apply = True
                 path_valid = is_canary_settings_update_patch_valid(op=patch_op, path=patch_path)
-                # it seems our JSON Patch utility does not handle replace properly if the value does not exists before
+                # it seems our JSON Patch utility does not handle replace properly if the value does not exist before
                 # it seems to maybe be a Stage-only thing, so replacing it here
                 if patch_op == "replace":
                     patch_operation["op"] = "add"
+            elif patch_path.startswith("/accessLogSettings"):
+                validate_access_log_settings_update_patch_valid(
+                    op=patch_op, path=patch_path, value=patch_operation.get("value")
+                )
+                # for AccessLogSettings, Moto does support its patching, but does not support `add`, so we replace it
+                if patch_op == "add":
+                    patch_operation["op"] = "replace"
 
             if patch_op == "copy":
                 copy_from = patch_operation.get("from")
@@ -479,6 +486,26 @@ def is_canary_settings_update_patch_valid(op: str, path: str) -> bool:
     return True
 
 
+def validate_access_log_settings_update_patch_valid(op: str, path: str, value: str | None) -> None:
+    # See https://docs.aws.amazon.com/apigateway/latest/api/patch-operations.html#UpdateStage-Patch
+    # not everything is right on the table, for example no path supports `remove` accept the root path
+    # TODO: validate destinationArn is a valid ARN (does not have to validate it exists)
+    valid_paths = ["/accessLogSettings/destinationArn", "/accessLogSettings/format"]
+    if op == "remove":
+        if path != "/accessLogSettings":
+            stripped_path = path.removeprefix("/")
+            raise BadRequestException(
+                f"Cannot remove method setting {stripped_path} because there is no method setting for this method "
+            )
+    elif op in ("add", "replace"):
+        if path not in valid_paths:
+            raise BadRequestException(
+                "Invalid accessLogSettings path. Must be one of : [/accessLogSettings/destinationArn, /accessLogSettings/format]"
+            )
+        if not value:
+            raise BadRequestException("Access Log value must not be empty")
+
+
 def _get_gateway_response_or_default(
     response_type: GatewayResponseType,
     gateway_responses: dict[GatewayResponseType, GatewayResponse],
diff --git a/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_stage.py b/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_stage.py
index 2c9fccbc051f4..df5f93623675e 100644
--- a/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_stage.py
+++ b/localstack-core/localstack/services/apigateway/resource_providers/aws_apigateway_stage.py
@@ -102,7 +102,6 @@ def create(
         stage_variables = model.get("Variables")
         # we need to deep copy as several fields are nested dict and arrays
         params = keys_to_lower(copy.deepcopy(model))
-        # TODO: add methodSettings
         # TODO: add custom CfN tags
         param_names = [
             "restApiId",
@@ -124,6 +123,23 @@ def create(
         result = apigw.create_stage(**params)
         model["StageName"] = result["stageName"]
 
+        # TODO: add methodSettings with the same principle
+        patch_operations = []
+        if access_log_settings := model.get("AccessLogSetting"):
+            access_patch_ops = [
+                {"op": "replace", "path": f"/accessLogSettings/{key}", "value": value}
+                for key, value in keys_to_lower(copy.deepcopy(access_log_settings)).items()
+                if value
+            ]
+            patch_operations.extend(access_patch_ops)
+
+        if patch_operations:
+            apigw.update_stage(
+                restApiId=params["restApiId"],
+                stageName=stage_name,
+                patchOperations=patch_operations,
+            )
+
         return ProgressEvent(
             status=OperationStatus.SUCCESS,
             resource_model=model,
diff --git a/tests/aws/services/apigateway/test_apigateway_api.py b/tests/aws/services/apigateway/test_apigateway_api.py
index 9638661b2469e..19fb4a1d33b81 100644
--- a/tests/aws/services/apigateway/test_apigateway_api.py
+++ b/tests/aws/services/apigateway/test_apigateway_api.py
@@ -4462,8 +4462,56 @@ def test_lifecycle_method_response(self, aws_client, apigw_create_rest_api, snap
 
 
 class TestApiGatewayStage:
+    @pytest.fixture
+    def create_api_for_deployment(self, apigw_create_rest_api, aws_client):
+        def _create() -> str:
+            # Create REST API with a MOCK method (required for deployment)
+            response = apigw_create_rest_api(name=f"test-stages-{short_uid()}")
+            api_id = response["id"]
+            root_id = response["rootResourceId"]
+
+            aws_client.apigateway.put_method(
+                restApiId=api_id,
+                resourceId=root_id,
+                httpMethod="GET",
+                authorizationType="NONE",
+            )
+            aws_client.apigateway.put_integration(
+                restApiId=api_id,
+                resourceId=root_id,
+                httpMethod="GET",
+                type="MOCK",
+                requestTemplates={"application/json": '{"statusCode": 200}'},
+            )
+            return api_id
+
+        return _create
+
+    @pytest.fixture
+    def logs_create_log_group(self, aws_client):
+        log_group_names = []
+
+        def _create_log_group(name: str = None) -> str:
+            if not name:
+                name = f"test-log-group-{short_uid()}"
+
+            aws_client.logs.create_log_group(logGroupName=name)
+            log_group_names.append(name)
+            describe_result = aws_client.logs.describe_log_groups(logGroupNamePrefix=name)
+            return describe_result["logGroups"][0]["arn"]
+
+        yield _create_log_group
+
+        for _name in log_group_names:
+            try:
+                aws_client.logs.delete_log_group(logGroupName=_name)
+            except Exception as e:
+                LOG.debug("error cleaning up log group %s: %s", _name, e)
+
     @markers.aws.validated
-    def test_get_stages_filters_by_deployment_id(self, aws_client, apigw_create_rest_api, snapshot):
+    def test_get_stages_filters_by_deployment_id(
+        self, create_api_for_deployment, aws_client, snapshot
+    ):
         """
         Regression test for https://github.com/localstack/localstack/issues/13667
         Verifies that get_stages filters results by deploymentId when provided.
@@ -4471,23 +4519,7 @@ def test_get_stages_filters_by_deployment_id(self, aws_client, apigw_create_rest
         snapshot.add_transformer(snapshot.transform.key_value("deploymentId"))
 
         # Create REST API with a MOCK method (required for deployment)
-        response = apigw_create_rest_api(name=f"test-stages-{short_uid()}")
-        api_id = response["id"]
-        root_id = response["rootResourceId"]
-
-        aws_client.apigateway.put_method(
-            restApiId=api_id,
-            resourceId=root_id,
-            httpMethod="GET",
-            authorizationType="NONE",
-        )
-        aws_client.apigateway.put_integration(
-            restApiId=api_id,
-            resourceId=root_id,
-            httpMethod="GET",
-            type="MOCK",
-            requestTemplates={"application/json": '{"statusCode": 200}'},
-        )
+        api_id = create_api_for_deployment()
 
         # Create two deployments with different stages
         deploy1 = aws_client.apigateway.create_deployment(restApiId=api_id, stageName="stage1")
@@ -4514,3 +4546,191 @@ def test_get_stages_filters_by_deployment_id(self, aws_client, apigw_create_rest
         snapshot.match("stages-deploy2", stages_deploy2)
         assert len(stages_deploy2["item"]) == 1
         assert stages_deploy2["item"][0]["stageName"] == "stage2"
+
+    @markers.aws.validated
+    def test_stage_access_log_settings(
+        self, create_api_for_deployment, aws_client, logs_create_log_group, snapshot
+    ):
+        # see https://docs.aws.amazon.com/apigateway/latest/api/patch-operations.html#UpdateStage-Patch
+        # for list of possible operations
+        api_id = create_api_for_deployment()
+        log_group_arn = logs_create_log_group()
+        # AWS appends ":*" to the ARN which API Gateway doesn't allow
+        log_group_arn = log_group_arn.removesuffix(":*")
+        snapshot.add_transformer(snapshot.transform.regex(log_group_arn, "<log-group-arn>"))
+
+        create_deployment = aws_client.apigateway.create_deployment(restApiId=api_id)
+        snapshot.match("create-deployment", create_deployment)
+        deployment_id = create_deployment["id"]
+
+        stage_name = "dev"
+        create_stage = aws_client.apigateway.create_stage(
+            restApiId=api_id,
+            stageName=stage_name,
+            deploymentId=deployment_id,
+            description="dev stage",
+        )
+        snapshot.match("create-stage", create_stage)
+
+        update_stage = aws_client.apigateway.update_stage(
+            restApiId=api_id,
+            stageName=stage_name,
+            patchOperations=[
+                {
+                    "op": "add",
+                    "path": "/accessLogSettings/destinationArn",
+                    "value": log_group_arn,
+                },
+            ],
+        )
+        snapshot.match("update-stage-access-log-dest-add", update_stage)
+
+        update_stage = aws_client.apigateway.update_stage(
+            restApiId=api_id,
+            stageName=stage_name,
+            patchOperations=[
+                {
+                    "op": "replace",
+                    "path": "/accessLogSettings/destinationArn",
+                    "value": log_group_arn + "a",
+                },
+            ],
+        )
+        snapshot.match("update-stage-access-log-dest-replace", update_stage)
+
+        # $context.extendedRequestId $context.identity.sourceIp
+        update_stage = aws_client.apigateway.update_stage(
+            restApiId=api_id,
+            stageName=stage_name,
+            patchOperations=[
+                {
+                    "op": "add",
+                    "path": "/accessLogSettings/format",
+                    "value": "$context.requestId $context.identity.sourceIp",
+                },
+            ],
+        )
+        snapshot.match("update-stage-access-log-format-add", update_stage)
+
+        update_stage = aws_client.apigateway.update_stage(
+            restApiId=api_id,
+            stageName=stage_name,
+            patchOperations=[
+                {
+                    "op": "remove",
+                    "path": "/accessLogSettings",
+                },
+            ],
+        )
+        snapshot.match("update-stage-access-log-remove-all", update_stage)
+
+    @markers.aws.validated
+    def test_stage_access_log_settings_validation(
+        self, create_api_for_deployment, aws_client, logs_create_log_group, snapshot
+    ):
+        # see https://docs.aws.amazon.com/apigateway/latest/api/patch-operations.html#UpdateStage-Patch
+        # for list of possible operations
+        api_id = create_api_for_deployment()
+        log_group_arn = logs_create_log_group()
+        # AWS appends ":*" to the ARN which API Gateway doesn't allow
+        log_group_arn = log_group_arn.removesuffix(":*")
+        snapshot.add_transformer(snapshot.transform.regex(log_group_arn, "<log-group-arn>"))
+
+        create_deployment = aws_client.apigateway.create_deployment(restApiId=api_id)
+        snapshot.match("create-deployment", create_deployment)
+        deployment_id = create_deployment["id"]
+
+        stage_name = "dev"
+        create_stage = aws_client.apigateway.create_stage(
+            restApiId=api_id,
+            stageName=stage_name,
+            deploymentId=deployment_id,
+            description="dev stage",
+        )
+        snapshot.match("create-stage", create_stage)
+
+        for op in ("add", "remove", "replace"):
+            with pytest.raises(ClientError) as e:
+                aws_client.apigateway.update_stage(
+                    restApiId=api_id,
+                    stageName=stage_name,
+                    patchOperations=[
+                        {
+                            "op": op,
+                            "path": "/accessLogSettings/randomValue",
+                            "value": "updated",
+                        },
+                    ],
+                )
+            snapshot.match(f"invalid-path-{op}", e.value.response)
+
+        for op in ("add", "remove", "replace"):
+            with pytest.raises(ClientError) as e:
+                aws_client.apigateway.update_stage(
+                    restApiId=api_id,
+                    stageName=stage_name,
+                    patchOperations=[
+                        {
+                            "op": op,
+                            "path": "/accessLogSettings/*",
+                            "value": "updated",
+                        },
+                    ],
+                )
+            snapshot.match(f"star-and-{op}", e.value.response)
+
+        for op in ("add", "replace"):
+            with pytest.raises(ClientError) as e:
+                aws_client.apigateway.update_stage(
+                    restApiId=api_id,
+                    stageName=stage_name,
+                    patchOperations=[
+                        {
+                            "op": op,
+                            "path": "/accessLogSettings",
+                            "value": "test",
+                        },
+                    ],
+                )
+            snapshot.match(f"root-and-{op}", e.value.response)
+
+        update_stage = aws_client.apigateway.update_stage(
+            restApiId=api_id,
+            stageName=stage_name,
+            patchOperations=[
+                {
+                    "op": "add",
+                    "path": "/accessLogSettings/destinationArn",
+                    "value": log_group_arn,
+                },
+            ],
+        )
+        snapshot.match("update-stage-access-log-dest-add", update_stage)
+
+        for path in ("destinationArn", "format"):
+            with pytest.raises(ClientError) as e:
+                aws_client.apigateway.update_stage(
+                    restApiId=api_id,
+                    stageName=stage_name,
+                    patchOperations=[
+                        {
+                            "op": "replace",
+                            "path": f"/accessLogSettings/{path}",
+                            "value": "",
+                        },
+                    ],
+                )
+            snapshot.match(f"update-stage-access-log-{path}-empty", e.value.response)
+
+        with pytest.raises(ClientError) as e:
+            aws_client.apigateway.update_stage(
+                restApiId=api_id,
+                stageName=stage_name,
+                patchOperations=[
+                    {
+                        "op": "remove",
+                        "path": "/accessLogSettings/destinationArn",
+                    },
+                ],
+            )
+        snapshot.match("update-stage-access-log-dest-remove", e.value.response)
diff --git a/tests/aws/services/apigateway/test_apigateway_api.snapshot.json b/tests/aws/services/apigateway/test_apigateway_api.snapshot.json
index 995eb887c36a4..85ccf98e4816d 100644
--- a/tests/aws/services/apigateway/test_apigateway_api.snapshot.json
+++ b/tests/aws/services/apigateway/test_apigateway_api.snapshot.json
@@ -5255,7 +5255,7 @@
     }
   },
   "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayStage::test_get_stages_filters_by_deployment_id": {
-    "recorded-date": "11-02-2026, 21:15:28",
+    "recorded-date": "25-02-2026, 23:40:35",
     "recorded-content": {
       "all-stages": {
         "item": [
@@ -5357,5 +5357,270 @@
         }
       }
     }
+  },
+  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayStage::test_stage_access_log_settings": {
+    "recorded-date": "25-02-2026, 23:08:31",
+    "recorded-content": {
+      "create-deployment": {
+        "createdDate": "datetime",
+        "id": "<id:1>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 201
+        }
+      },
+      "create-stage": {
+        "cacheClusterEnabled": false,
+        "cacheClusterStatus": "NOT_AVAILABLE",
+        "createdDate": "datetime",
+        "deploymentId": "<id:1>",
+        "description": "dev stage",
+        "lastUpdatedDate": "datetime",
+        "methodSettings": {},
+        "stageName": "dev",
+        "tracingEnabled": false,
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 201
+        }
+      },
+      "update-stage-access-log-dest-add": {
+        "accessLogSettings": {
+          "destinationArn": "<log-group-arn>"
+        },
+        "cacheClusterEnabled": false,
+        "cacheClusterStatus": "NOT_AVAILABLE",
+        "createdDate": "datetime",
+        "deploymentId": "<id:1>",
+        "description": "dev stage",
+        "lastUpdatedDate": "datetime",
+        "methodSettings": {},
+        "stageName": "dev",
+        "tracingEnabled": false,
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "update-stage-access-log-dest-replace": {
+        "accessLogSettings": {
+          "destinationArn": "<log-group-arn>a"
+        },
+        "cacheClusterEnabled": false,
+        "cacheClusterStatus": "NOT_AVAILABLE",
+        "createdDate": "datetime",
+        "deploymentId": "<id:1>",
+        "description": "dev stage",
+        "lastUpdatedDate": "datetime",
+        "methodSettings": {},
+        "stageName": "dev",
+        "tracingEnabled": false,
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "update-stage-access-log-format-add": {
+        "accessLogSettings": {
+          "destinationArn": "<log-group-arn>a",
+          "format": "$context.requestId $context.identity.sourceIp"
+        },
+        "cacheClusterEnabled": false,
+        "cacheClusterStatus": "NOT_AVAILABLE",
+        "createdDate": "datetime",
+        "deploymentId": "<id:1>",
+        "description": "dev stage",
+        "lastUpdatedDate": "datetime",
+        "methodSettings": {},
+        "stageName": "dev",
+        "tracingEnabled": false,
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "update-stage-access-log-remove-all": {
+        "cacheClusterEnabled": false,
+        "cacheClusterStatus": "NOT_AVAILABLE",
+        "createdDate": "datetime",
+        "deploymentId": "<id:1>",
+        "description": "dev stage",
+        "lastUpdatedDate": "datetime",
+        "methodSettings": {},
+        "stageName": "dev",
+        "tracingEnabled": false,
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayStage::test_stage_access_log_settings_validation": {
+    "recorded-date": "25-02-2026, 23:16:02",
+    "recorded-content": {
+      "create-deployment": {
+        "createdDate": "datetime",
+        "id": "<id:1>",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 201
+        }
+      },
+      "create-stage": {
+        "cacheClusterEnabled": false,
+        "cacheClusterStatus": "NOT_AVAILABLE",
+        "createdDate": "datetime",
+        "deploymentId": "<id:1>",
+        "description": "dev stage",
+        "lastUpdatedDate": "datetime",
+        "methodSettings": {},
+        "stageName": "dev",
+        "tracingEnabled": false,
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 201
+        }
+      },
+      "invalid-path-add": {
+        "Error": {
+          "Code": "BadRequestException",
+          "Message": "Invalid accessLogSettings path. Must be one of : [/accessLogSettings/destinationArn, /accessLogSettings/format]"
+        },
+        "message": "Invalid accessLogSettings path. Must be one of : [/accessLogSettings/destinationArn, /accessLogSettings/format]",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "invalid-path-remove": {
+        "Error": {
+          "Code": "BadRequestException",
+          "Message": "Cannot remove method setting accessLogSettings/randomValue because there is no method setting for this method "
+        },
+        "message": "Cannot remove method setting accessLogSettings/randomValue because there is no method setting for this method ",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "invalid-path-replace": {
+        "Error": {
+          "Code": "BadRequestException",
+          "Message": "Invalid accessLogSettings path. Must be one of : [/accessLogSettings/destinationArn, /accessLogSettings/format]"
+        },
+        "message": "Invalid accessLogSettings path. Must be one of : [/accessLogSettings/destinationArn, /accessLogSettings/format]",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "star-and-add": {
+        "Error": {
+          "Code": "BadRequestException",
+          "Message": "Invalid accessLogSettings path. Must be one of : [/accessLogSettings/destinationArn, /accessLogSettings/format]"
+        },
+        "message": "Invalid accessLogSettings path. Must be one of : [/accessLogSettings/destinationArn, /accessLogSettings/format]",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "star-and-remove": {
+        "Error": {
+          "Code": "BadRequestException",
+          "Message": "Cannot remove method setting accessLogSettings/* because there is no method setting for this method "
+        },
+        "message": "Cannot remove method setting accessLogSettings/* because there is no method setting for this method ",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "star-and-replace": {
+        "Error": {
+          "Code": "BadRequestException",
+          "Message": "Invalid accessLogSettings path. Must be one of : [/accessLogSettings/destinationArn, /accessLogSettings/format]"
+        },
+        "message": "Invalid accessLogSettings path. Must be one of : [/accessLogSettings/destinationArn, /accessLogSettings/format]",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "root-and-add": {
+        "Error": {
+          "Code": "BadRequestException",
+          "Message": "Invalid accessLogSettings path. Must be one of : [/accessLogSettings/destinationArn, /accessLogSettings/format]"
+        },
+        "message": "Invalid accessLogSettings path. Must be one of : [/accessLogSettings/destinationArn, /accessLogSettings/format]",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "root-and-replace": {
+        "Error": {
+          "Code": "BadRequestException",
+          "Message": "Invalid accessLogSettings path. Must be one of : [/accessLogSettings/destinationArn, /accessLogSettings/format]"
+        },
+        "message": "Invalid accessLogSettings path. Must be one of : [/accessLogSettings/destinationArn, /accessLogSettings/format]",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "update-stage-access-log-dest-add": {
+        "accessLogSettings": {
+          "destinationArn": "<log-group-arn>"
+        },
+        "cacheClusterEnabled": false,
+        "cacheClusterStatus": "NOT_AVAILABLE",
+        "createdDate": "datetime",
+        "deploymentId": "<id:1>",
+        "description": "dev stage",
+        "lastUpdatedDate": "datetime",
+        "methodSettings": {},
+        "stageName": "dev",
+        "tracingEnabled": false,
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "update-stage-access-log-destinationArn-empty": {
+        "Error": {
+          "Code": "BadRequestException",
+          "Message": "Access Log value must not be empty"
+        },
+        "message": "Access Log value must not be empty",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "update-stage-access-log-format-empty": {
+        "Error": {
+          "Code": "BadRequestException",
+          "Message": "Access Log value must not be empty"
+        },
+        "message": "Access Log value must not be empty",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      },
+      "update-stage-access-log-dest-remove": {
+        "Error": {
+          "Code": "BadRequestException",
+          "Message": "Cannot remove method setting accessLogSettings/destinationArn because there is no method setting for this method "
+        },
+        "message": "Cannot remove method setting accessLogSettings/destinationArn because there is no method setting for this method ",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/apigateway/test_apigateway_api.validation.json b/tests/aws/services/apigateway/test_apigateway_api.validation.json
index 8b35c42a8dbca..ad5d0abfc83e5 100644
--- a/tests/aws/services/apigateway/test_apigateway_api.validation.json
+++ b/tests/aws/services/apigateway/test_apigateway_api.validation.json
@@ -261,12 +261,30 @@
     "last_validated_date": "2024-04-15T20:47:11+00:00"
   },
   "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayStage::test_get_stages_filters_by_deployment_id": {
-    "last_validated_date": "2026-02-11T21:15:28+00:00",
+    "last_validated_date": "2026-02-25T23:40:35+00:00",
     "durations_in_seconds": {
-      "setup": 1.07,
-      "call": 9.37,
-      "teardown": 0.28,
-      "total": 10.72
+      "setup": 0.91,
+      "call": 13.16,
+      "teardown": 0.45,
+      "total": 14.52
+    }
+  },
+  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayStage::test_stage_access_log_settings": {
+    "last_validated_date": "2026-02-25T23:08:31+00:00",
+    "durations_in_seconds": {
+      "setup": 0.88,
+      "call": 3.57,
+      "teardown": 0.62,
+      "total": 5.07
+    }
+  },
+  "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayStage::test_stage_access_log_settings_validation": {
+    "last_validated_date": "2026-02-25T23:16:02+00:00",
+    "durations_in_seconds": {
+      "setup": 0.92,
+      "call": 3.99,
+      "teardown": 0.49,
+      "total": 5.4
     }
   },
   "tests/aws/services/apigateway/test_apigateway_api.py::TestApiGatewayVpcLink::test_create_vpc_link_invalid_parameters": {
diff --git a/tests/aws/services/cloudformation/resources/test_apigateway.py b/tests/aws/services/cloudformation/resources/test_apigateway.py
index 4010a870ba772..0291585eed4f5 100644
--- a/tests/aws/services/cloudformation/resources/test_apigateway.py
+++ b/tests/aws/services/cloudformation/resources/test_apigateway.py
@@ -810,6 +810,32 @@ def test_apigateway_deployment_canary_settings(deploy_cfn_template, snapshot, aw
     snapshot.match("get-deployments", deployments)
 
 
+@markers.snapshot.skip_snapshot_verify(paths=["$..tags"])
+@markers.aws.validated
+def test_apigateway_stage_with_access_log_settings(deploy_cfn_template, snapshot, aws_client):
+    snapshot.add_transformers_list(
+        [
+            snapshot.transform.key_value("deploymentId"),
+            snapshot.transform.key_value("destinationArn"),
+            snapshot.transform.key_value("aws:cloudformation:stack-name"),
+            snapshot.transform.resource_name(),
+            SortingTransformer("items", itemgetter("description")),
+        ]
+    )
+
+    api_name = f"api-{short_uid()}"
+    stack = deploy_cfn_template(
+        template_path=os.path.join(
+            os.path.dirname(__file__),
+            "../../../templates/apigateway_stage_access_log_settings.yaml",
+        ),
+        parameters={"RestApiName": api_name},
+    )
+    api_id = stack.outputs["RestApiId"]
+    stage = aws_client.apigateway.get_stages(restApiId=api_id)
+    snapshot.match("get-stages", stage)
+
+
 class TestApiGatewayBasePathMapping:
     @markers.aws.only_localstack
     def test_delete_base_path_mapping_missing_base_path(
diff --git a/tests/aws/services/cloudformation/resources/test_apigateway.snapshot.json b/tests/aws/services/cloudformation/resources/test_apigateway.snapshot.json
index 4f10bf6502499..a8781d753ab26 100644
--- a/tests/aws/services/cloudformation/resources/test_apigateway.snapshot.json
+++ b/tests/aws/services/cloudformation/resources/test_apigateway.snapshot.json
@@ -844,5 +844,38 @@
         }
       }
     }
+  },
+  "tests/aws/services/cloudformation/resources/test_apigateway.py::test_apigateway_stage_with_access_log_settings": {
+    "recorded-date": "25-02-2026, 23:35:55",
+    "recorded-content": {
+      "get-stages": {
+        "item": [
+          {
+            "accessLogSettings": {
+              "destinationArn": "<destination-arn:1>",
+              "format": "$context.extendedRequestId $context.identity.sourceIp $context.identity.caller $context.identity.user [$context.requestTime] \"$context.httpMethod $context.resourcePath $context.protocol\" $context.status $context.responseLength $context.requestId"
+            },
+            "cacheClusterEnabled": false,
+            "cacheClusterStatus": "NOT_AVAILABLE",
+            "createdDate": "datetime",
+            "deploymentId": "<deployment-id:1>",
+            "description": "test stage description",
+            "lastUpdatedDate": "datetime",
+            "methodSettings": {},
+            "stageName": "test",
+            "tags": {
+              "aws:cloudformation:logical-id": "TestStage",
+              "aws:cloudformation:stack-id": "arn:<partition>:cloudformation:<region>:111111111111:stack/<aws:cloudformation:stack-name:1>/<resource:2>",
+              "aws:cloudformation:stack-name": "<aws:cloudformation:stack-name:1>"
+            },
+            "tracingEnabled": false
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/cloudformation/resources/test_apigateway.validation.json b/tests/aws/services/cloudformation/resources/test_apigateway.validation.json
index 141737593d0e6..349ec2083c2de 100644
--- a/tests/aws/services/cloudformation/resources/test_apigateway.validation.json
+++ b/tests/aws/services/cloudformation/resources/test_apigateway.validation.json
@@ -29,6 +29,15 @@
       "total": 34.05
     }
   },
+  "tests/aws/services/cloudformation/resources/test_apigateway.py::test_apigateway_stage_with_access_log_settings": {
+    "last_validated_date": "2026-02-25T23:36:04+00:00",
+    "durations_in_seconds": {
+      "setup": 0.48,
+      "call": 24.72,
+      "teardown": 9.14,
+      "total": 34.34
+    }
+  },
   "tests/aws/services/cloudformation/resources/test_apigateway.py::test_cfn_apigateway_rest_api": {
     "last_validated_date": "2025-05-05T14:50:14+00:00"
   },
diff --git a/tests/aws/templates/apigateway_stage_access_log_settings.yaml b/tests/aws/templates/apigateway_stage_access_log_settings.yaml
new file mode 100644
index 0000000000000..19d99f3134b69
--- /dev/null
+++ b/tests/aws/templates/apigateway_stage_access_log_settings.yaml
@@ -0,0 +1,52 @@
+Parameters:
+  RestApiName:
+    Type: String
+
+Resources:
+  RestApi:
+    Type: AWS::ApiGateway::RestApi
+    Properties:
+      Name: !Ref RestApiName
+
+  MockMethod:
+    Type: 'AWS::ApiGateway::Method'
+    Properties:
+      RestApiId: !Ref RestApi
+      ResourceId: !GetAtt
+        - RestApi
+        - RootResourceId
+      HttpMethod: POST
+      AuthorizationType: NONE
+      Integration:
+        Type: MOCK
+
+  ApiDeployment:
+    Type: AWS::ApiGateway::Deployment
+    Properties:
+      RestApiId:
+        Ref: RestApi
+      Description: "basic deployment"
+    DependsOn:
+      - MockMethod
+
+  TestStage:
+    Type: AWS::ApiGateway::Stage
+    Properties:
+      StageName: test
+      RestApiId: !Ref RestApi
+      DeploymentId: !Ref ApiDeployment
+      Description: "test stage description"
+      AccessLogSetting:
+        DestinationArn: !GetAtt MyLogGroup.Arn
+        Format: $context.extendedRequestId $context.identity.sourceIp $context.identity.caller $context.identity.user [$context.requestTime] "$context.httpMethod $context.resourcePath $context.protocol" $context.status $context.responseLength $context.requestId
+  MyLogGroup:
+    Type: AWS::Logs::LogGroup
+    Properties:
+      LogGroupName: !Join
+        - '-'
+        - - !Ref RestApi
+          - access-logs
+
+Outputs:
+    RestApiId:
+        Value: !GetAtt RestApi.RestApiId

From bfc24908dd503e328842bf1bd931850dc3622571 Mon Sep 17 00:00:00 2001
From: Viren Nadkarni <viren.nadkarni@localstack.cloud>
Date: Fri, 27 Feb 2026 15:08:58 +0530
Subject: [PATCH 674/697] EC2: Remove dead code (#13823)

---
 .../localstack/services/ec2/models.py         | 21 -----------------
 tests/aws/services/ec2/test_ec2.py            | 23 -------------------
 2 files changed, 44 deletions(-)

diff --git a/localstack-core/localstack/services/ec2/models.py b/localstack-core/localstack/services/ec2/models.py
index cf2bc854900da..bb64aa3fd3b22 100644
--- a/localstack-core/localstack/services/ec2/models.py
+++ b/localstack-core/localstack/services/ec2/models.py
@@ -1,27 +1,6 @@
 from moto.ec2 import ec2_backends
 from moto.ec2.models import EC2Backend
-from moto.ec2.models.subnets import Subnet
 
 
 def get_ec2_backend(account_id: str, region: str) -> EC2Backend:
     return ec2_backends[account_id][region]
-
-
-#
-# Pickle patches
-#
-
-
-def set_state(self, state):
-    state["_subnet_ip_generator"] = state["cidr"].hosts()
-    self.__dict__.update(state)
-
-
-def get_state(self):
-    state = self.__dict__.copy()
-    state.pop("_subnet_ip_generator", None)
-    return state
-
-
-Subnet.__setstate__ = set_state
-Subnet.__getstate__ = get_state
diff --git a/tests/aws/services/ec2/test_ec2.py b/tests/aws/services/ec2/test_ec2.py
index 0389cef93526d..589576154c875 100644
--- a/tests/aws/services/ec2/test_ec2.py
+++ b/tests/aws/services/ec2/test_ec2.py
@@ -4,7 +4,6 @@
 import pytest
 from botocore.exceptions import ClientError
 from localstack_snapshot.snapshots.transformer import SortingTransformer
-from moto.ec2.models import ec2_backends
 from moto.ec2.utils import (
     random_security_group_id,
     random_subnet_id,
@@ -985,28 +984,6 @@ def test_raise_duplicate_launch_template_name(create_launch_template):
     assert e.value.response["Error"]["Code"] == "InvalidLaunchTemplateName.AlreadyExistsException"
 
 
-@pytest.fixture
-def pickle_backends():
-    def _can_pickle(*args) -> bool:
-        import dill
-
-        try:
-            for i in args:
-                dill.dumps(i)
-        except TypeError:
-            return False
-        return True
-
-    return _can_pickle
-
-
-@markers.aws.only_localstack
-def test_pickle_ec2_backend(pickle_backends, aws_client):
-    _ = aws_client.ec2.describe_account_attributes()
-    pickle_backends(ec2_backends)
-    assert pickle_backends(ec2_backends)
-
-
 @markers.requires_in_process
 @markers.aws.only_localstack
 def test_create_specific_vpc_id(account_id, region_name, create_vpc, set_resource_custom_id):

From 84387883596a64bb08567475ca20c89c83c2f0a9 Mon Sep 17 00:00:00 2001
From: Viren Nadkarni <viren.nadkarni@localstack.cloud>
Date: Fri, 27 Feb 2026 17:00:22 +0530
Subject: [PATCH 675/697] Consolidate tag utils (#13839)

---
 localstack-core/localstack/utils/aws/tags.py | 44 -----------------
 localstack-core/localstack/utils/tagging.py  | 50 ++++++++++++++++++++
 tests/unit/utils/test_tags.py                | 13 +++--
 3 files changed, 60 insertions(+), 47 deletions(-)
 delete mode 100644 localstack-core/localstack/utils/aws/tags.py

diff --git a/localstack-core/localstack/utils/aws/tags.py b/localstack-core/localstack/utils/aws/tags.py
deleted file mode 100644
index 2b849c6c727cf..0000000000000
--- a/localstack-core/localstack/utils/aws/tags.py
+++ /dev/null
@@ -1,44 +0,0 @@
-from typing import TypedDict
-
-
-class Tag(TypedDict):
-    Key: str
-    Value: str
-
-
-def tag_list_to_dict(tag_list: list[Tag]) -> dict[str, str]:
-    """
-    Converts a list of Tag objects into a dictionary, mapping each tag's
-    "Key" to its "Value". This utility function is useful for transforming
-    structured tag key-value pairs into a more accessible dictionary format.
-
-    >>>assert tag_list_to_dict([{"Key": "key", "Value": "value"}]) == {"key": "value"}
-
-    :param tag_list: A list of Tag objects where each tag contains a "Key"
-        and a "Value" pair.
-    :type tag_list: list[Tag]
-    :return: A dictionary where each key corresponds to a tag's "Key" and
-        each value corresponds to a tag's "Value".
-    :rtype: dict[str, str]
-    """
-    return {tag["Key"]: tag["Value"] for tag in tag_list}
-
-
-def tag_dict_to_list(tag_dict: dict[str, str]) -> list[Tag]:
-    """
-    Converts a dictionary of tags into a list of Tag objects formatted as dictionaries containing
-    'Key' and 'Value'.
-
-    This function takes a dictionary where keys and values represent tag names and their corresponding
-    values, and transforms it into a list of dictionaries where each dictionary represents a tag with
-    a 'Key' and a 'Value'.
-
-    >>>assert tag_dict_to_list({"key": "value"}) == [{"Key": "key", "Value": "value"}]
-
-    :param tag_dict: A dictionary where keys represent tag names and values represent tag values.
-    :type tag_dict: dict[str, str]
-    :return: A list of dictionaries where each dictionary contains 'Key' and 'Value' representing
-        a tag.
-    :rtype: list[Tag]
-    """
-    return [{"Key": key, "Value": value} for key, value in tag_dict.items()]
diff --git a/localstack-core/localstack/utils/tagging.py b/localstack-core/localstack/utils/tagging.py
index 0ac53b1888c27..2a7e9fd499b87 100644
--- a/localstack-core/localstack/utils/tagging.py
+++ b/localstack-core/localstack/utils/tagging.py
@@ -144,3 +144,53 @@ def get_resource_tag_map(self) -> dict[ResourceARN, TagMap]:
         """
 
         return self._tags.copy()
+
+
+# Tagging operations for various services return tags in one of two formats:
+#
+# - Tag list: A list of dicts, each dict containing the fields 'Key' and 'Value' and appropriate tag key value pairs.
+#   Some services, like CodePipeline, use the fields 'key' and 'value'::
+#
+#         [
+#             {
+#                 "Key": "Environment",
+#                 "Value": "Production",
+#             },
+#             {
+#                 "Key": "Owner",
+#                 "Value": "LocalStack",
+#             }
+#         ]
+#
+# - Tag map: a direct mapping of tag keys to tag values.::
+#
+#         {
+#             "Environment": "Production",
+#             "Owner": "LocalStack",
+#         }
+
+
+def tag_list_to_map(
+    tag_list: list[dict[str, str]], key_field: str = "Key", value_field: str = "Value"
+) -> dict[str, str]:
+    """
+    Convert a tag list to a tag map::
+
+        >> tag_list_to_map([{"Key": "temperature", "Value": "warm"}])
+        {"temperature": "warm"}
+
+    """
+    return {tag[key_field]: tag[value_field] for tag in tag_list}
+
+
+def tag_map_to_list(
+    tag_map: dict[str, str], key_field: str = "Key", value_field: str = "Value"
+) -> list[dict[str, str]]:
+    """
+    Convert a tag map to a tag list::
+
+        >> tag_map_to_list({"temperature": "warm"})
+        [{"Key": "temperature", "Value": "warm"}]
+
+    """
+    return [{key_field: key, value_field: value} for key, value in tag_map.items()]
diff --git a/tests/unit/utils/test_tags.py b/tests/unit/utils/test_tags.py
index f15557fdfd679..dcde947e97258 100644
--- a/tests/unit/utils/test_tags.py
+++ b/tests/unit/utils/test_tags.py
@@ -1,11 +1,18 @@
-from localstack.utils.aws import tags
+from localstack.utils import tagging
 
 
 def test_convert_tag_list_to_dictionary():
     tags_list = [{"Key": "key", "Value": "value"}]
-    assert tags.tag_list_to_dict(tags_list) == {"key": "value"}
+    assert tagging.tag_list_to_map(tags_list) == {"key": "value"}
+    tags_list = [{"key": "key", "value": "value"}]
+    assert tagging.tag_list_to_map(tags_list, key_field="key", value_field="value") == {
+        "key": "value"
+    }
 
 
 def test_convert_tag_dictionary_to_list():
     tags_dict = {"key": "value"}
-    assert tags.tag_dict_to_list(tags_dict) == [{"Key": "key", "Value": "value"}]
+    assert tagging.tag_map_to_list(tags_dict) == [{"Key": "key", "Value": "value"}]
+    assert tagging.tag_map_to_list(tags_dict, key_field="key", value_field="value") == [
+        {"key": "key", "value": "value"}
+    ]

From 372c575e1c1c888724d4b76b438ebd8e9b53724c Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Fri, 27 Feb 2026 16:34:09 +0100
Subject: [PATCH 676/697] CloudWatch: fix `test_put_metric_alarm` flakiness
 (#13851)

---
 .../services/cloudwatch/alarm_scheduler.py    |   12 +-
 .../services/cloudwatch/test_cloudwatch.py    |   50 +-
 .../cloudwatch/test_cloudwatch.snapshot.json  | 1037 +++++------------
 .../test_cloudwatch.validation.json           |   58 +-
 4 files changed, 306 insertions(+), 851 deletions(-)

diff --git a/localstack-core/localstack/services/cloudwatch/alarm_scheduler.py b/localstack-core/localstack/services/cloudwatch/alarm_scheduler.py
index 8d64500a1c38f..07018e4124f20 100644
--- a/localstack-core/localstack/services/cloudwatch/alarm_scheduler.py
+++ b/localstack-core/localstack/services/cloudwatch/alarm_scheduler.py
@@ -9,7 +9,7 @@
 from localstack.aws.connect import connect_to
 from localstack.runtime.shutdown import SHUTDOWN_HANDLERS
 from localstack.utils.aws import arns, aws_stack
-from localstack.utils.scheduler import Scheduler
+from localstack.utils.scheduler import ScheduledTask, Scheduler
 
 if TYPE_CHECKING:
     from mypy_boto3_cloudwatch import CloudWatchClient
@@ -39,7 +39,7 @@ def __init__(self) -> None:
         """
         super().__init__()
         self.scheduler = Scheduler()
-        self.scheduled_alarms = {}
+        self.scheduled_alarms: dict[str, ScheduledTask] = {}
         self.thread: threading.Thread | None = None
 
     def start(self) -> None:
@@ -244,15 +244,16 @@ def collect_metric_data(alarm_details: MetricAlarm, client: "CloudWatchClient")
     evaluation_periods = alarm_details["EvaluationPeriods"]
     period = alarm_details["Period"]
 
-    # From the docs: "Whenever an alarm evaluates whether to change state, CloudWatch attempts to retrieve a higher number of data
-    # points than the number specified as Evaluation Periods."
+    # From the docs: "Whenever an alarm evaluates whether to change state, CloudWatch attempts to retrieve a
+    # higher number of data points than the number specified as Evaluation Periods."
     # No other indication, try to calculate a reasonable value:
     magic_number = max(math.floor(evaluation_periods / 3), 2)
     collected_periods = evaluation_periods + magic_number
 
-    now = datetime.utcnow().replace(tzinfo=UTC)
+    now = datetime.now(tz=UTC)
     metric_query = generate_metric_query(alarm_details)
 
+    # Fetching the evaluation range:
     # get_metric_data needs to be run in a loop, so we also collect empty data points on the right position
     for i in range(0, collected_periods):
         start_time = now - timedelta(seconds=period)
@@ -404,6 +405,7 @@ def calculate_alarm_state(alarm_arn: str) -> None:
             alarm_name,
             alarm_state,
             StateValue.OK,
+            # TODO: cannot find a snapshot with StateValue.OK and the Threshold crossed value, verify this case
             THRESHOLD_CROSSED,
             state_reason_data=state_reason_data,
         )
diff --git a/tests/aws/services/cloudwatch/test_cloudwatch.py b/tests/aws/services/cloudwatch/test_cloudwatch.py
index 13f5d69ee3e73..a89510d380072 100644
--- a/tests/aws/services/cloudwatch/test_cloudwatch.py
+++ b/tests/aws/services/cloudwatch/test_cloudwatch.py
@@ -1352,6 +1352,7 @@ def _check_composite_alarm_ok_message(
             "$..NewStateReason",
             "$..describe-alarms-for-metric..StateReason",  # reason contains datapoint + date
             "$..describe-alarms-for-metric..StateReasonData.evaluatedDatapoints",
+            "$.alarm-triggered-sqs-msg.ActionExecutedAfterMuteWindow",
         ]
     )
     @pytest.mark.skipif(
@@ -1365,7 +1366,6 @@ def test_put_metric_alarm(
         aws_client,
         cleanups,
         sns_create_sqs_subscription,
-        aws_cloudwatch_client,
     ):
         topic_arn_alarm = sns_create_topic()["TopicArn"]
 
@@ -1408,9 +1408,11 @@ def test_put_metric_alarm(
                 "Unit": "Seconds",
             },
         ]
+        # by sending two alarms, sometimes the alarm scheduler will trigger right at the time the metrics are being
+        # added, meaning the alarm will not go off instantly
 
         # create alarm with action for "ALARM"
-        aws_cloudwatch_client.put_metric_alarm(
+        aws_client.cloudwatch.put_metric_alarm(
             AlarmName=alarm_name,
             AlarmDescription="testing cloudwatch alarms",
             MetricName=metric_name,
@@ -1428,11 +1430,11 @@ def test_put_metric_alarm(
             TreatMissingData="ignore",
             # notBreaching had some downsides, as depending on the alarm evaluation interval it would first go into OK
         )
-        cleanups.append(lambda: aws_cloudwatch_client.delete_alarms(AlarmNames=[alarm_name]))
-        response = aws_cloudwatch_client.describe_alarms(AlarmNames=[alarm_name])
+        cleanups.append(lambda: aws_client.cloudwatch.delete_alarms(AlarmNames=[alarm_name]))
+        response = aws_client.cloudwatch.describe_alarms(AlarmNames=[alarm_name])
         snapshot.match("describe-alarm", response)
 
-        aws_cloudwatch_client.put_metric_data(Namespace=namespace, MetricData=data)
+        aws_client.cloudwatch.put_metric_data(Namespace=namespace, MetricData=data)
         retry(
             _sqs_messages_snapshot,
             retries=60,
@@ -1446,13 +1448,13 @@ def test_put_metric_alarm(
         )
 
         # describe alarm history
-        history = aws_cloudwatch_client.describe_alarm_history(
+        history = aws_client.cloudwatch.describe_alarm_history(
             AlarmName=alarm_name, HistoryItemType="StateUpdate"
         )
         snapshot.match("describe-alarm-history", history)
 
         # describe alarms for metric
-        alarms = aws_cloudwatch_client.describe_alarms_for_metric(
+        alarms = aws_client.cloudwatch.describe_alarms_for_metric(
             MetricName=metric_name,
             Namespace=namespace,
             Dimensions=dimension,
@@ -1633,9 +1635,7 @@ def test_enable_disable_alarm_actions(
         assert response["MetricAlarms"][0]["ActionsEnabled"]
 
     @markers.aws.validated
-    def test_aws_sqs_metrics_created(
-        self, sqs_create_queue, snapshot, aws_client, aws_cloudwatch_client
-    ):
+    def test_aws_sqs_metrics_created(self, sqs_create_queue, snapshot, aws_client):
         snapshot.add_transformer(snapshot.transform.cloudwatch_api())
         sqs_url = sqs_create_queue()
         sqs_arn = aws_client.sqs.get_queue_attributes(
@@ -1671,13 +1671,13 @@ def _create_metric(metric_id: str) -> dict:
         empty["MetricStat"]["Metric"]["MetricName"] = "NumberOfEmptyReceives"
 
         def contains_sent_messages_metrics() -> int:
-            res = aws_cloudwatch_client.list_metrics(Dimensions=dimensions)
+            res = aws_client.cloudwatch.list_metrics(Dimensions=dimensions)
             metrics = [metric["MetricName"] for metric in res["Metrics"]]
             if all(
                 m in metrics
                 for m in ["NumberOfMessagesSent", "SentMessageSize", "NumberOfEmptyReceives"]
             ):
-                res = aws_cloudwatch_client.get_metric_data(
+                res = aws_client.cloudwatch.get_metric_data(
                     MetricDataQueries=[sent, sent_size, empty],
                     StartTime=datetime.now(tz=UTC) - timedelta(hours=1),
                     EndTime=datetime.now(tz=UTC),
@@ -1693,7 +1693,7 @@ def contains_sent_messages_metrics() -> int:
 
         assert poll_condition(lambda: contains_sent_messages_metrics(), interval=1, timeout=120)
 
-        response = aws_cloudwatch_client.get_metric_data(
+        response = aws_client.cloudwatch.get_metric_data(
             MetricDataQueries=[sent, sent_size, empty],
             StartTime=datetime.now(tz=UTC) - timedelta(hours=1),
             EndTime=datetime.now(tz=UTC),
@@ -1702,7 +1702,9 @@ def contains_sent_messages_metrics() -> int:
         snapshot.match("get_metric_data", response)
 
         # receive + delete message
-        sqs_messages = aws_client.sqs.receive_message(QueueUrl=sqs_url)["Messages"]
+        sqs_messages = aws_client.sqs.receive_message(QueueUrl=sqs_url, WaitTimeSeconds=5)[
+            "Messages"
+        ]
         assert len(sqs_messages) == 1
         receipt_handle = sqs_messages[0]["ReceiptHandle"]
         aws_client.sqs.delete_message(QueueUrl=sqs_url, ReceiptHandle=receipt_handle)
@@ -1714,10 +1716,10 @@ def contains_sent_messages_metrics() -> int:
         msg_deleted["MetricStat"]["Metric"]["MetricName"] = "NumberOfMessagesDeleted"
 
         def contains_receive_delete_metrics() -> int:
-            res = aws_cloudwatch_client.list_metrics(Dimensions=dimensions)
+            res = aws_client.cloudwatch.list_metrics(Dimensions=dimensions)
             metrics = [metric["MetricName"] for metric in res["Metrics"]]
             if all(m in metrics for m in ["NumberOfMessagesReceived", "NumberOfMessagesDeleted"]):
-                res = aws_cloudwatch_client.get_metric_data(
+                res = aws_client.cloudwatch.get_metric_data(
                     MetricDataQueries=[msg_received, msg_deleted],
                     StartTime=datetime.now(tz=UTC) - timedelta(hours=1),
                     EndTime=datetime.now(tz=UTC),
@@ -1729,7 +1731,7 @@ def contains_receive_delete_metrics() -> int:
 
         assert poll_condition(lambda: contains_receive_delete_metrics(), interval=1, timeout=120)
 
-        response = aws_cloudwatch_client.get_metric_data(
+        response = aws_client.cloudwatch.get_metric_data(
             MetricDataQueries=[msg_received, msg_deleted],
             StartTime=datetime.now(tz=UTC) - timedelta(hours=1),
             EndTime=datetime.now(tz=UTC),
@@ -2653,8 +2655,6 @@ def assert_results():
         retry(assert_results, retries=10, sleep=1.0, sleep_before=2 if is_aws_cloud() else 0.0)
 
     @markers.aws.validated
-    # we're not testing multi protocols for this test because we're not snapshotting any CloudWatch response
-    # and are only testing Lambda logic
     def test_alarm_lambda_target(
         self, aws_client, create_lambda_function, cleanups, account_id, snapshot
     ):
@@ -3247,18 +3247,22 @@ def _check_alarm_triggered(
 def _sqs_messages_snapshot(expected_state, sqs_client, sqs_queue, snapshot, identifier):
     result = sqs_client.receive_message(QueueUrl=sqs_queue, WaitTimeSeconds=2, VisibilityTimeout=0)
     found_msg = None
-    receipt_handle = None
+    other_messages = []
     for msg in result["Messages"]:
         body = json.loads(msg["Body"])
         message = json.loads(body["Message"])
+        receipt_handle = msg["ReceiptHandle"]
+        sqs_client.delete_message(QueueUrl=sqs_queue, ReceiptHandle=receipt_handle)
+
         if message["NewStateValue"] == expected_state:
             found_msg = message
-            receipt_handle = msg["ReceiptHandle"]
             break
+        else:
+            other_messages.append(msg)
+
     assert found_msg, (
-        f"no message found for {expected_state}. Got {len(result['Messages'])} messages.\n{json.dumps(result)}"
+        f"no message found for {expected_state}. Got {len(other_messages)} messages.\n{other_messages}"
     )
-    sqs_client.delete_message(QueueUrl=sqs_queue, ReceiptHandle=receipt_handle)
     snapshot.match(f"{identifier}-sqs-msg", found_msg)
 
 
diff --git a/tests/aws/services/cloudwatch/test_cloudwatch.snapshot.json b/tests/aws/services/cloudwatch/test_cloudwatch.snapshot.json
index d554977f443f1..2b9decda1abe0 100644
--- a/tests/aws/services/cloudwatch/test_cloudwatch.snapshot.json
+++ b/tests/aws/services/cloudwatch/test_cloudwatch.snapshot.json
@@ -1875,576 +1875,6 @@
       }
     }
   },
-  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_put_metric_alarm[query]": {
-    "recorded-date": "19-09-2025, 21:08:24",
-    "recorded-content": {
-      "describe-alarm": {
-        "CompositeAlarms": [],
-        "MetricAlarms": [
-          {
-            "ActionsEnabled": true,
-            "AlarmActions": [
-              "arn:<partition>:sns:<region>:111111111111:<topic_arn>"
-            ],
-            "AlarmArn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<alarm-name:1>",
-            "AlarmConfigurationUpdatedTimestamp": "timestamp",
-            "AlarmDescription": "testing cloudwatch alarms",
-            "AlarmName": "<alarm-name:1>",
-            "ComparisonOperator": "GreaterThanThreshold",
-            "Dimensions": [
-              {
-                "Name": "InstanceId",
-                "Value": "abc"
-              }
-            ],
-            "EvaluationPeriods": 1,
-            "InsufficientDataActions": [],
-            "MetricName": "my-metric1",
-            "Namespace": "<namespace:1>",
-            "OKActions": [
-              "arn:<partition>:sns:<region>:111111111111:<topic_arn>"
-            ],
-            "Period": 10,
-            "StateReason": "Unchecked: Initial alarm creation",
-            "StateTransitionedTimestamp": "timestamp",
-            "StateUpdatedTimestamp": "timestamp",
-            "StateValue": "INSUFFICIENT_DATA",
-            "Statistic": "Average",
-            "Threshold": 21.0,
-            "TreatMissingData": "ignore",
-            "Unit": "Seconds"
-          }
-        ],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "alarm-triggered-sqs-msg": {
-        "AWSAccountId": "111111111111",
-        "AlarmActions": [
-          "arn:<partition>:sns:<region>:111111111111:<topic_arn>"
-        ],
-        "AlarmArn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<alarm-name:1>",
-        "AlarmConfigurationUpdatedTimestamp": "date",
-        "AlarmDescription": "testing cloudwatch alarms",
-        "AlarmName": "<alarm-name:1>",
-        "InsufficientDataActions": [],
-        "NewStateReason": "Threshold Crossed: 1 datapoint [21.5 (MM/DD/YY HH:MM:SS)] was greater than the threshold (21.0).",
-        "NewStateValue": "ALARM",
-        "OKActions": [
-          "arn:<partition>:sns:<region>:111111111111:<topic_arn>"
-        ],
-        "OldStateValue": "INSUFFICIENT_DATA",
-        "Region": "<region-name-full:1>",
-        "StateChangeTime": "date",
-        "Trigger": {
-          "ComparisonOperator": "GreaterThanThreshold",
-          "Dimensions": [
-            {
-              "name": "InstanceId",
-              "value": "abc"
-            }
-          ],
-          "EvaluateLowSampleCountPercentile": "",
-          "EvaluationPeriods": 1,
-          "MetricName": "my-metric1",
-          "Namespace": "<namespace:1>",
-          "Period": 10,
-          "Statistic": "AVERAGE",
-          "StatisticType": "Statistic",
-          "Threshold": 21.0,
-          "TreatMissingData": "ignore",
-          "Unit": "Seconds"
-        }
-      },
-      "describe-alarm-history": {
-        "AlarmHistoryItems": [
-          {
-            "AlarmName": "<alarm-name:1>",
-            "AlarmType": "MetricAlarm",
-            "HistoryData": {
-              "version": "1.0",
-              "oldState": {
-                "stateValue": "INSUFFICIENT_DATA",
-                "stateReason": "Unchecked: Initial alarm creation"
-              },
-              "newState": {
-                "stateValue": "ALARM",
-                "stateReason": "Threshold Crossed: 1 datapoint [21.5 (MM/DD/YY HH:MM:SS)] was greater than the threshold (21.0).",
-                "stateReasonData": {
-                  "version": "1.0",
-                  "queryDate": "date",
-                  "startDate": "date",
-                  "unit": "Seconds",
-                  "statistic": "Average",
-                  "period": 10,
-                  "recentDatapoints": [
-                    21.5
-                  ],
-                  "threshold": 21.0,
-                  "evaluatedDatapoints": [
-                    {
-                      "timestamp": "date",
-                      "sampleCount": 2.0,
-                      "value": 21.5
-                    }
-                  ]
-                }
-              }
-            },
-            "HistoryItemType": "StateUpdate",
-            "HistorySummary": "Alarm updated from INSUFFICIENT_DATA to ALARM",
-            "Timestamp": "timestamp"
-          }
-        ],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      },
-      "describe-alarms-for-metric": {
-        "MetricAlarms": [
-          {
-            "ActionsEnabled": true,
-            "AlarmActions": [
-              "arn:<partition>:sns:<region>:111111111111:<topic_arn>"
-            ],
-            "AlarmArn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<alarm-name:1>",
-            "AlarmConfigurationUpdatedTimestamp": "timestamp",
-            "AlarmDescription": "testing cloudwatch alarms",
-            "AlarmName": "<alarm-name:1>",
-            "ComparisonOperator": "GreaterThanThreshold",
-            "Dimensions": [
-              {
-                "Name": "InstanceId",
-                "Value": "abc"
-              }
-            ],
-            "EvaluationPeriods": 1,
-            "InsufficientDataActions": [],
-            "MetricName": "my-metric1",
-            "Namespace": "<namespace:1>",
-            "OKActions": [
-              "arn:<partition>:sns:<region>:111111111111:<topic_arn>"
-            ],
-            "Period": 10,
-            "StateReason": "Threshold Crossed: 1 datapoint [21.5 (MM/DD/YY HH:MM:SS)] was greater than the threshold (21.0).",
-            "StateReasonData": {
-              "version": "1.0",
-              "queryDate": "date",
-              "startDate": "date",
-              "unit": "Seconds",
-              "statistic": "Average",
-              "period": 10,
-              "recentDatapoints": [
-                21.5
-              ],
-              "threshold": 21.0,
-              "evaluatedDatapoints": [
-                {
-                  "timestamp": "date",
-                  "sampleCount": 2.0,
-                  "value": 21.5
-                }
-              ]
-            },
-            "StateTransitionedTimestamp": "timestamp",
-            "StateUpdatedTimestamp": "timestamp",
-            "StateValue": "ALARM",
-            "Statistic": "Average",
-            "Threshold": 21.0,
-            "TreatMissingData": "ignore",
-            "Unit": "Seconds"
-          }
-        ],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
-        }
-      }
-    }
-  },
-  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_put_metric_alarm[json]": {
-    "recorded-date": "19-09-2025, 21:08:43",
-    "recorded-content": {
-      "describe-alarm": {
-        "CompositeAlarms": [],
-        "MetricAlarms": [
-          {
-            "ActionsEnabled": true,
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-    "recorded-date": "19-09-2025, 21:09:02",
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-            "TreatMissingData": "ignore",
-            "Unit": "Seconds"
-          }
-        ],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
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-      }
-    }
-  },
   "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_breaching_alarm_actions[query]": {
     "recorded-date": "19-09-2025, 21:11:41",
     "recorded-content": {
@@ -3499,212 +2929,8 @@
             "StateValue": "OK",
             "Statistic": "Average",
             "Threshold": 2.0,
-            "TreatMissingData": "ignore",
-            "Unit": "Seconds"
-          }
-        ],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
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-      }
-    }
-  },
-  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_aws_sqs_metrics_created[query]": {
-    "recorded-date": "19-09-2025, 21:27:01",
-    "recorded-content": {
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-        "MetricDataResults": [
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-            "Id": "sent",
-            "Label": "NumberOfMessagesSent",
-            "StatusCode": "Complete",
-            "Timestamps": "timestamp",
-            "Values": [
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-          {
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-            "Label": "SentMessageSize",
-            "StatusCode": "Complete",
-            "Timestamps": "timestamp",
-            "Values": [
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-            "Label": "NumberOfEmptyReceives",
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-            "Timestamps": "timestamp",
-            "Values": [
-              1.0
-            ]
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-        ],
-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
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-      },
-      "get_metric_data_2": {
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-        "MetricDataResults": [
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-            "Id": "num_msg_received",
-            "Label": "NumberOfMessagesReceived",
-            "StatusCode": "Complete",
-            "Timestamps": "timestamp",
-            "Values": [
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-          },
-          {
-            "Id": "num_msg_deleted",
-            "Label": "NumberOfMessagesDeleted",
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-            "Values": [
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-            ]
-          }
-        ],
-        "ResponseMetadata": {
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-          "HTTPStatusCode": 200
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-    }
-  },
-  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_aws_sqs_metrics_created[json]": {
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-    "recorded-content": {
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-          }
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-        "ResponseMetadata": {
-          "HTTPHeaders": {},
-          "HTTPStatusCode": 200
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-        "MetricDataResults": [
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-            "Label": "NumberOfMessagesReceived",
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-            "Values": [
-              1.0
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-            "Timestamps": "timestamp",
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-              1.0
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-          }
-        ],
-        "ResponseMetadata": {
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-          "HTTPStatusCode": 200
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-      }
-    }
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-    "recorded-date": "19-09-2025, 21:31:00",
-    "recorded-content": {
-      "get_metric_data": {
-        "Messages": [],
-        "MetricDataResults": [
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-            "Id": "sent",
-            "Label": "NumberOfMessagesSent",
-            "StatusCode": "Complete",
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-              5.0
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-            "Timestamps": "timestamp",
-            "Values": [
-              1.0
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-        ],
-        "ResponseMetadata": {
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-          "HTTPStatusCode": 200
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-      },
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-            "Label": "NumberOfMessagesReceived",
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-            "Label": "NumberOfMessagesDeleted",
-            "StatusCode": "Complete",
-            "Timestamps": "timestamp",
-            "Values": [
-              1.0
-            ]
+            "TreatMissingData": "ignore",
+            "Unit": "Seconds"
           }
         ],
         "ResponseMetadata": {
@@ -7023,6 +6249,265 @@
       }
     }
   },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_put_metric_alarm": {
+    "recorded-date": "26-02-2026, 10:14:11",
+    "recorded-content": {
+      "describe-alarm": {
+        "CompositeAlarms": [],
+        "MetricAlarms": [
+          {
+            "ActionsEnabled": true,
+            "AlarmActions": [
+              "arn:<partition>:sns:<region>:111111111111:<topic_arn>"
+            ],
+            "AlarmArn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<alarm-name:1>",
+            "AlarmConfigurationUpdatedTimestamp": "timestamp",
+            "AlarmDescription": "testing cloudwatch alarms",
+            "AlarmName": "<alarm-name:1>",
+            "ComparisonOperator": "GreaterThanThreshold",
+            "Dimensions": [
+              {
+                "Name": "InstanceId",
+                "Value": "abc"
+              }
+            ],
+            "EvaluationPeriods": 1,
+            "InsufficientDataActions": [],
+            "MetricName": "my-metric1",
+            "Namespace": "<namespace:1>",
+            "OKActions": [
+              "arn:<partition>:sns:<region>:111111111111:<topic_arn>"
+            ],
+            "Period": 10,
+            "StateReason": "Unchecked: Initial alarm creation",
+            "StateTransitionedTimestamp": "timestamp",
+            "StateUpdatedTimestamp": "timestamp",
+            "StateValue": "INSUFFICIENT_DATA",
+            "Statistic": "Average",
+            "Threshold": 21.0,
+            "TreatMissingData": "ignore",
+            "Unit": "Seconds"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "alarm-triggered-sqs-msg": {
+        "AWSAccountId": "111111111111",
+        "ActionExecutedAfterMuteWindow": false,
+        "AlarmActions": [
+          "arn:<partition>:sns:<region>:111111111111:<topic_arn>"
+        ],
+        "AlarmArn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<alarm-name:1>",
+        "AlarmConfigurationUpdatedTimestamp": "date",
+        "AlarmDescription": "testing cloudwatch alarms",
+        "AlarmName": "<alarm-name:1>",
+        "InsufficientDataActions": [],
+        "NewStateReason": "Threshold Crossed: 1 datapoint [21.5 (MM/DD/YY HH:MM:SS)] was greater than the threshold (21.0).",
+        "NewStateValue": "ALARM",
+        "OKActions": [
+          "arn:<partition>:sns:<region>:111111111111:<topic_arn>"
+        ],
+        "OldStateValue": "INSUFFICIENT_DATA",
+        "Region": "<region-name-full:1>",
+        "StateChangeTime": "date",
+        "Trigger": {
+          "ComparisonOperator": "GreaterThanThreshold",
+          "Dimensions": [
+            {
+              "name": "InstanceId",
+              "value": "abc"
+            }
+          ],
+          "EvaluateLowSampleCountPercentile": "",
+          "EvaluationPeriods": 1,
+          "MetricName": "my-metric1",
+          "Namespace": "<namespace:1>",
+          "Period": 10,
+          "Statistic": "AVERAGE",
+          "StatisticType": "Statistic",
+          "Threshold": 21.0,
+          "TreatMissingData": "ignore",
+          "Unit": "Seconds"
+        }
+      },
+      "describe-alarm-history": {
+        "AlarmHistoryItems": [
+          {
+            "AlarmName": "<alarm-name:1>",
+            "AlarmType": "MetricAlarm",
+            "HistoryData": {
+              "version": "1.0",
+              "oldState": {
+                "stateValue": "INSUFFICIENT_DATA",
+                "stateReason": "Unchecked: Initial alarm creation"
+              },
+              "newState": {
+                "stateValue": "ALARM",
+                "stateReason": "Threshold Crossed: 1 datapoint [21.5 (MM/DD/YY HH:MM:SS)] was greater than the threshold (21.0).",
+                "stateReasonData": {
+                  "version": "1.0",
+                  "queryDate": "date",
+                  "startDate": "date",
+                  "unit": "Seconds",
+                  "statistic": "Average",
+                  "period": 10,
+                  "recentDatapoints": [
+                    21.5
+                  ],
+                  "threshold": 21.0,
+                  "evaluatedDatapoints": [
+                    {
+                      "timestamp": "date",
+                      "sampleCount": 2.0,
+                      "value": 21.5
+                    }
+                  ]
+                }
+              }
+            },
+            "HistoryItemType": "StateUpdate",
+            "HistorySummary": "Alarm updated from INSUFFICIENT_DATA to ALARM",
+            "Timestamp": "timestamp"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "describe-alarms-for-metric": {
+        "MetricAlarms": [
+          {
+            "ActionsEnabled": true,
+            "AlarmActions": [
+              "arn:<partition>:sns:<region>:111111111111:<topic_arn>"
+            ],
+            "AlarmArn": "arn:<partition>:cloudwatch:<region>:111111111111:alarm:<alarm-name:1>",
+            "AlarmConfigurationUpdatedTimestamp": "timestamp",
+            "AlarmDescription": "testing cloudwatch alarms",
+            "AlarmName": "<alarm-name:1>",
+            "ComparisonOperator": "GreaterThanThreshold",
+            "Dimensions": [
+              {
+                "Name": "InstanceId",
+                "Value": "abc"
+              }
+            ],
+            "EvaluationPeriods": 1,
+            "InsufficientDataActions": [],
+            "MetricName": "my-metric1",
+            "Namespace": "<namespace:1>",
+            "OKActions": [
+              "arn:<partition>:sns:<region>:111111111111:<topic_arn>"
+            ],
+            "Period": 10,
+            "StateReason": "Threshold Crossed: 1 datapoint [21.5 (MM/DD/YY HH:MM:SS)] was greater than the threshold (21.0).",
+            "StateReasonData": {
+              "version": "1.0",
+              "queryDate": "date",
+              "startDate": "date",
+              "unit": "Seconds",
+              "statistic": "Average",
+              "period": 10,
+              "recentDatapoints": [
+                21.5
+              ],
+              "threshold": 21.0,
+              "evaluatedDatapoints": [
+                {
+                  "timestamp": "date",
+                  "sampleCount": 2.0,
+                  "value": 21.5
+                }
+              ]
+            },
+            "StateTransitionedTimestamp": "timestamp",
+            "StateUpdatedTimestamp": "timestamp",
+            "StateValue": "ALARM",
+            "Statistic": "Average",
+            "Threshold": 21.0,
+            "TreatMissingData": "ignore",
+            "Unit": "Seconds"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_aws_sqs_metrics_created": {
+    "recorded-date": "26-02-2026, 12:06:25",
+    "recorded-content": {
+      "get_metric_data": {
+        "Messages": [],
+        "MetricDataResults": [
+          {
+            "Id": "sent",
+            "Label": "NumberOfMessagesSent",
+            "StatusCode": "Complete",
+            "Timestamps": "timestamp",
+            "Values": [
+              1.0
+            ]
+          },
+          {
+            "Id": "sent_size",
+            "Label": "SentMessageSize",
+            "StatusCode": "Complete",
+            "Timestamps": "timestamp",
+            "Values": [
+              5.0
+            ]
+          },
+          {
+            "Id": "empty_receives",
+            "Label": "NumberOfEmptyReceives",
+            "StatusCode": "Complete",
+            "Timestamps": "timestamp",
+            "Values": [
+              1.0
+            ]
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "get_metric_data_2": {
+        "Messages": [],
+        "MetricDataResults": [
+          {
+            "Id": "num_msg_received",
+            "Label": "NumberOfMessagesReceived",
+            "StatusCode": "Complete",
+            "Timestamps": "timestamp",
+            "Values": [
+              1.0
+            ]
+          },
+          {
+            "Id": "num_msg_deleted",
+            "Label": "NumberOfMessagesDeleted",
+            "StatusCode": "Complete",
+            "Timestamps": "timestamp",
+            "Values": [
+              1.0
+            ]
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
   "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_tagging_metric_alarm[query]": {
     "recorded-date": "17-02-2026, 12:33:44",
     "recorded-content": {
diff --git a/tests/aws/services/cloudwatch/test_cloudwatch.validation.json b/tests/aws/services/cloudwatch/test_cloudwatch.validation.json
index 61cbd1ef770fb..47634cdfa5ec3 100644
--- a/tests/aws/services/cloudwatch/test_cloudwatch.validation.json
+++ b/tests/aws/services/cloudwatch/test_cloudwatch.validation.json
@@ -110,31 +110,13 @@
       "total": 0.35
     }
   },
-  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_aws_sqs_metrics_created[json]": {
-    "last_validated_date": "2025-09-19T21:29:01+00:00",
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_aws_sqs_metrics_created": {
+    "last_validated_date": "2026-02-26T12:06:25+00:00",
     "durations_in_seconds": {
-      "setup": 0.0,
-      "call": 119.29,
-      "teardown": 0.17,
-      "total": 119.46
-    }
-  },
-  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_aws_sqs_metrics_created[query]": {
-    "last_validated_date": "2025-09-19T21:27:01+00:00",
-    "durations_in_seconds": {
-      "setup": 0.53,
-      "call": 100.09,
+      "setup": 0.5,
+      "call": 90.98,
       "teardown": 0.19,
-      "total": 100.81
-    }
-  },
-  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_aws_sqs_metrics_created[smithy-rpc-v2-cbor]": {
-    "last_validated_date": "2025-09-19T21:31:00+00:00",
-    "durations_in_seconds": {
-      "setup": 0.0,
-      "call": 119.3,
-      "teardown": 0.22,
-      "total": 119.52
+      "total": 91.67
     }
   },
   "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_breaching_alarm_actions[json]": {
@@ -1298,31 +1280,13 @@
       "total": 1.37
     }
   },
-  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_put_metric_alarm[json]": {
-    "last_validated_date": "2025-09-19T21:08:43+00:00",
-    "durations_in_seconds": {
-      "setup": 0.14,
-      "call": 17.57,
-      "teardown": 1.17,
-      "total": 18.88
-    }
-  },
-  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_put_metric_alarm[query]": {
-    "last_validated_date": "2025-09-19T21:08:24+00:00",
-    "durations_in_seconds": {
-      "setup": 0.96,
-      "call": 18.11,
-      "teardown": 1.08,
-      "total": 20.15
-    }
-  },
-  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_put_metric_alarm[smithy-rpc-v2-cbor]": {
-    "last_validated_date": "2025-09-19T21:09:02+00:00",
+  "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_put_metric_alarm": {
+    "last_validated_date": "2026-02-26T10:14:12+00:00",
     "durations_in_seconds": {
-      "setup": 0.16,
-      "call": 17.47,
-      "teardown": 1.2,
-      "total": 18.83
+      "setup": 1.02,
+      "call": 54.49,
+      "teardown": 1.48,
+      "total": 56.99
     }
   },
   "tests/aws/services/cloudwatch/test_cloudwatch.py::TestCloudwatch::test_put_metric_alarm_escape_character[json]": {

From cde582c488a225a6bb14a6189aa31d8d40175010 Mon Sep 17 00:00:00 2001
From: Joel Scheuner <joel.scheuner.dev@gmail.com>
Date: Fri, 27 Feb 2026 18:10:03 +0100
Subject: [PATCH 677/697] Remove deprecated and unused config for event rule
 engine (#13860)

---
 docs/development-environment-setup/README.md |  3 +-
 localstack-core/localstack/config.py         |  6 ---
 tests/unit/utils/test_event_matcher.py       | 52 ++------------------
 3 files changed, 6 insertions(+), 55 deletions(-)

diff --git a/docs/development-environment-setup/README.md b/docs/development-environment-setup/README.md
index d8497eab806df..6a9c82097df3b 100644
--- a/docs/development-environment-setup/README.md
+++ b/docs/development-environment-setup/README.md
@@ -69,8 +69,7 @@ LocalStack runs its own [DNS server](https://docs.localstack.cloud/user-guide/to
 #### Python Dependencies
 
 * [JPype1](https://pypi.org/project/JPype1/) might require `g++` to fix a compile error on ARM Linux `gcc: fatal error: cannot execute ‘cc1plus’`
-  * Used in EventBridge, EventBridge Pipes, and Lambda Event Source Mapping for a Java-based event ruler via the opt-in configuration `EVENT_RULE_ENGINE=java`
-  * Introduced in [#10615](https://github.com/localstack/localstack/pull/10615)
+  * Used in StepFunctions for JSONata
 
 #### Test Dependencies
 
diff --git a/localstack-core/localstack/config.py b/localstack-core/localstack/config.py
index 9dcfe01204b9b..1139d80c35f33 100644
--- a/localstack-core/localstack/config.py
+++ b/localstack-core/localstack/config.py
@@ -866,12 +866,6 @@ def populate_edge_configuration(
 # get-function call.
 INTERNAL_RESOURCE_ACCOUNT = os.environ.get("INTERNAL_RESOURCE_ACCOUNT") or "949334387222"
 
-# TODO: remove with 4.1.0
-# Determine which implementation to use for the event rule / event filtering engine used by multiple services:
-# EventBridge, EventBridge Pipes, Lambda Event Source Mapping
-# Options: python (default) | java (deprecated since 4.0.3)
-EVENT_RULE_ENGINE = os.environ.get("EVENT_RULE_ENGINE", "python").strip()
-
 # -----
 # SERVICE-SPECIFIC CONFIGS BELOW
 # -----
diff --git a/tests/unit/utils/test_event_matcher.py b/tests/unit/utils/test_event_matcher.py
index 436aa1b7c15be..88a2a13759206 100644
--- a/tests/unit/utils/test_event_matcher.py
+++ b/tests/unit/utils/test_event_matcher.py
@@ -2,7 +2,6 @@
 
 import pytest
 
-from localstack import config
 from localstack.aws.api.events import InvalidEventPatternException
 from localstack.utils.event_matcher import matches_event
 
@@ -19,46 +18,16 @@
 EVENT_STR = json.dumps(EVENT_DICT)
 
 
-@pytest.fixture
-def event_rule_engine(monkeypatch):
-    """Fixture to control EVENT_RULE_ENGINE config"""
-
-    def _set_engine(engine: str):
-        monkeypatch.setattr(config, "EVENT_RULE_ENGINE", engine)
-
-    return _set_engine
-
-
-@pytest.mark.skip(reason="jpype conflict")
-def test_matches_event_with_java_engine_strings(event_rule_engine):
-    """Test Java engine with string inputs (EventBridge case)"""
-    event_rule_engine("java")
+def test_matches_event_strings():
     assert matches_event(EVENT_PATTERN_STR, EVENT_STR)
 
 
-@pytest.mark.skip(reason="jpype conflict")
-def test_matches_event_with_java_engine_dicts(event_rule_engine):
-    """Test Java engine with dict inputs (ESM/Pipes case)"""
-    event_rule_engine("java")
-    assert matches_event(EVENT_PATTERN_DICT, EVENT_DICT)
-
-
-def test_matches_event_with_python_engine_strings(event_rule_engine):
-    """Test Python engine with string inputs"""
-    event_rule_engine("python")
-    assert matches_event(EVENT_PATTERN_STR, EVENT_STR)
-
-
-def test_matches_event_with_python_engine_dicts(event_rule_engine):
-    """Test Python engine with dict inputs"""
-    event_rule_engine("python")
+def test_matches_event_dicts():
     assert matches_event(EVENT_PATTERN_DICT, EVENT_STR)
 
 
-@pytest.mark.skip(reason="jpype conflict")
-def test_matches_event_mixed_inputs(event_rule_engine):
+def test_matches_event_mixed_inputs():
     """Test with mixed string/dict inputs"""
-    event_rule_engine("java")
     assert matches_event(EVENT_PATTERN_STR, EVENT_DICT)
     assert matches_event(EVENT_PATTERN_DICT, EVENT_STR)
 
@@ -69,20 +38,9 @@ def test_matches_event_non_matching_pattern():
     assert not matches_event(non_matching_pattern, EVENT_DICT)
 
 
-@pytest.mark.parametrize("engine", ("python", "java"))
-def test_matches_event_invalid_json(event_rule_engine, engine):
+def test_matches_event_invalid_json():
     """Test with invalid JSON strings"""
-
-    if engine == "java":
-        # this lets the exception bubble up to the provider, when AWS returns a proper exception, it should be fixed
-        exception_type = json.JSONDecodeError
-        # do not re-enable this test, enabling jpype here will break StepFunctions
-        pytest.skip("jpype conflict")
-    else:
-        exception_type = InvalidEventPatternException
-
-    event_rule_engine(engine)
-    with pytest.raises(exception_type):
+    with pytest.raises(InvalidEventPatternException):
         matches_event("{invalid-json}", EVENT_STR)
 
 

From e3f4ec260d1a9da9b66985f91c8a013a6b5c1f06 Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Fri, 27 Feb 2026 20:44:29 +0100
Subject: [PATCH 678/697] typing: update Events and STS typing (#13862)

---
 .../localstack/services/events/event_bus.py   | 23 +++++++++----------
 .../localstack/services/events/models.py      | 11 +--------
 .../localstack/services/sts/models.py         |  4 ++--
 3 files changed, 14 insertions(+), 24 deletions(-)

diff --git a/localstack-core/localstack/services/events/event_bus.py b/localstack-core/localstack/services/events/event_bus.py
index 19a4657233b4c..4d86279387aa0 100644
--- a/localstack-core/localstack/services/events/event_bus.py
+++ b/localstack-core/localstack/services/events/event_bus.py
@@ -1,6 +1,6 @@
 import json
 from datetime import UTC, datetime
-from typing import Self
+from typing import Any, Self
 
 from localstack.aws.api.events import (
     Action,
@@ -12,7 +12,7 @@
     StatementId,
     TagList,
 )
-from localstack.services.events.models import EventBus, ResourcePolicy, RuleDict, Statement
+from localstack.services.events.models import EventBus, ResourcePolicy, RuleDict
 from localstack.utils.aws.arns import get_partition
 
 
@@ -111,21 +111,20 @@ def _parse_statement(
         principal: Principal,
         resource_arn: Arn,
         condition: Condition,
-    ) -> Statement:
+    ) -> dict[str, Any]:
         # TODO: cover via test
         # if condition and principal != "*":
         #     raise ValueError("Condition can only be set when principal is '*'")
         if principal != "*":
             principal = {"AWS": f"arn:{get_partition(self.event_bus.region)}:iam::{principal}:root"}
-        statement = Statement(
-            Sid=statement_id,
-            Effect="Allow",
-            Principal=principal,
-            Action=action,
-            Resource=resource_arn,
-            Condition=condition,
-        )
-        return statement
+        return {
+            "Sid": statement_id,
+            "Effect": "Allow",
+            "Principal": principal,
+            "Action": action,
+            "Resource": resource_arn,
+            "Condition": condition,
+        }
 
 
 EventBusServiceDict = dict[Arn, EventBusService]
diff --git a/localstack-core/localstack/services/events/models.py b/localstack-core/localstack/services/events/models.py
index 685ff33c9ac38..dfff8f2d34177 100644
--- a/localstack-core/localstack/services/events/models.py
+++ b/localstack-core/localstack/services/events/models.py
@@ -107,18 +107,9 @@ class ResourceType(Enum):
     RULE = "rule"
 
 
-class Statement(TypedDict):
-    Sid: str | None
-    Effect: str
-    Principal: str | dict[str, str] | None
-    Action: str | list[str]
-    Resource: str | list[str]
-    Condition: dict[str, Any] | None
-
-
 class ResourcePolicy(TypedDict):
     Version: str
-    Statement: list[Statement]
+    Statement: list[dict[str, Any]]
 
 
 @dataclass
diff --git a/localstack-core/localstack/services/sts/models.py b/localstack-core/localstack/services/sts/models.py
index de28b1e723647..ded792fd5665e 100644
--- a/localstack-core/localstack/services/sts/models.py
+++ b/localstack-core/localstack/services/sts/models.py
@@ -1,4 +1,4 @@
-from typing import TypedDict
+from typing import Any, TypedDict
 
 from localstack.aws.api.sts import Tag
 from localstack.services.stores import AccountRegionBundle, BaseStore, CrossRegionAttribute
@@ -10,7 +10,7 @@ class SessionConfig(TypedDict):
     # list of lowercase transitive tag keys
     transitive_tags: list[str]
     # other stored context variables
-    iam_context: dict[str, str | list[str]]
+    iam_context: dict[str, Any]
 
 
 class STSStore(BaseStore):

From 431e35d4d5051b81770d90d3e2ac808464a635d6 Mon Sep 17 00:00:00 2001
From: Thomas Rausch <thomas@thrau.at>
Date: Fri, 27 Feb 2026 23:23:09 +0100
Subject: [PATCH 679/697] remove container_info analytics event (#13848)

---
 .../localstack/runtime/analytics.py           | 42 -------------------
 plux.ini                                      |  1 -
 2 files changed, 43 deletions(-)

diff --git a/localstack-core/localstack/runtime/analytics.py b/localstack-core/localstack/runtime/analytics.py
index bb18fa3ac8ca9..1afd0dab777e9 100644
--- a/localstack-core/localstack/runtime/analytics.py
+++ b/localstack-core/localstack/runtime/analytics.py
@@ -1,8 +1,6 @@
 import logging
 import os
-import platform
 
-from localstack import config
 from localstack.runtime import hooks
 from localstack.utils.analytics import log
 
@@ -127,43 +125,3 @@ def _publish_config_as_analytics_event():
     present_env_vars = {k: v for k, v in present_env_vars.items() if v is not None}
 
     log.event("config", env_vars=env_vars, set_vars=present_env_vars)
-
-
-class LocalstackContainerInfo:
-    def get_image_variant(self) -> str:
-        for f in os.listdir("/usr/lib/localstack"):
-            if f.startswith(".") and f.endswith("-version"):
-                return f[1:-8]
-        return "unknown"
-
-    def has_docker_socket(self) -> bool:
-        return os.path.exists("/run/docker.sock")
-
-    def uname(self) -> dict:
-        result = platform.uname()
-        return {
-            "uname_system": result.system,
-            "uname_release": result.release,
-            "uname_version": result.version,
-            "uname_machine": result.machine,
-        }
-
-    def to_dict(self):
-        return {
-            "variant": self.get_image_variant(),
-            "has_docker_socket": self.has_docker_socket(),
-            "container_runtime": config.CONTAINER_RUNTIME,
-            **self.uname(),
-        }
-
-
-@hooks.on_infra_start()
-def _publish_container_info():
-    if not config.is_in_docker:
-        return
-
-    try:
-        log.event("container_info", payload=LocalstackContainerInfo().to_dict())
-    except Exception as e:
-        if config.DEBUG_ANALYTICS:
-            LOG.debug("error gathering container information: %s", e)
diff --git a/plux.ini b/plux.ini
index e445cb9dbd4b6..6ef5ac38199b4 100644
--- a/plux.ini
+++ b/plux.ini
@@ -172,7 +172,6 @@ _patch_botocore_endpoint_in_memory = localstack.aws.client:_patch_botocore_endpo
 _patch_botocore_json_parser = localstack.aws.client:_patch_botocore_json_parser
 _patch_cbor2 = localstack.aws.client:_patch_cbor2
 _publish_config_as_analytics_event = localstack.runtime.analytics:_publish_config_as_analytics_event
-_publish_container_info = localstack.runtime.analytics:_publish_container_info
 _run_init_scripts_on_start = localstack.runtime.init:_run_init_scripts_on_start
 apply_aws_runtime_patches = localstack.aws.patches:apply_aws_runtime_patches
 apply_runtime_patches = localstack.runtime.patches:apply_runtime_patches

From a1258873c473520cff06614b814921a2d6e8610f Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Sat, 28 Feb 2026 00:47:51 +0100
Subject: [PATCH 680/697] SNS: update store typing (#13866)

---
 localstack-core/localstack/services/sns/models.py | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/localstack-core/localstack/services/sns/models.py b/localstack-core/localstack/services/sns/models.py
index a602dc3cd66f8..ebb7b7a0f9627 100644
--- a/localstack-core/localstack/services/sns/models.py
+++ b/localstack-core/localstack/services/sns/models.py
@@ -173,7 +173,9 @@ class SnsStore(BaseStore):
     subscriptions: dict[str, SnsSubscription] = LocalAttribute(default=dict)
 
     # filter policy are stored as JSON string in subscriptions, store the decoded result Dict
-    subscription_filter_policy: dict[subscriptionARN, dict[str, Any]] = LocalAttribute(default=dict)
+    subscription_filter_policy: dict[subscriptionARN, dict[str, Any] | None] = LocalAttribute(
+        default=dict
+    )
 
     # maps confirmation token to subscription ARN
     subscription_tokens: dict[str, str] = LocalAttribute(default=dict)
@@ -185,15 +187,13 @@ class SnsStore(BaseStore):
     platform_endpoints: dict[str, PlatformEndpoint] = LocalAttribute(default=dict)
 
     # cache of topic ARN to platform endpoint messages (used primarily for testing)
-    platform_endpoint_messages: dict[str, list[dict[str, str | MessageAttributeMap | None]]] = (
-        LocalAttribute(default=dict)
-    )
+    platform_endpoint_messages: dict[str, list[dict[str, Any]]] = LocalAttribute(default=dict)
 
     # topic/subscription independent default values for sending sms messages
     sms_attributes: dict[str, str] = LocalAttribute(default=dict)
 
     # list of sent SMS messages
-    sms_messages: list[dict[str, str | MessageAttributeMap | None]] = LocalAttribute(default=list)
+    sms_messages: list[dict[str, Any]] = LocalAttribute(default=list)
 
     tags: Tags = CrossRegionAttribute(default=Tags)
 

From c66d852a783c33c39280638df0780a03448e445f Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Mon, 2 Mar 2026 08:24:34 +0100
Subject: [PATCH 681/697] Update ASF APIs (#13869)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
---
 .../localstack/aws/api/cloudwatch/__init__.py | 123 ++++++++++++++++++
 .../localstack/aws/api/dynamodb/__init__.py   |   2 +
 .../localstack/aws/api/ec2/__init__.py        |  50 ++++++-
 pyproject.toml                                |   6 +-
 requirements-base-runtime.txt                 |   4 +-
 requirements-dev.txt                          |   6 +-
 requirements-runtime.txt                      |   6 +-
 requirements-test.txt                         |   6 +-
 requirements-typehint.txt                     |   6 +-
 9 files changed, 190 insertions(+), 19 deletions(-)

diff --git a/localstack-core/localstack/aws/api/cloudwatch/__init__.py b/localstack-core/localstack/aws/api/cloudwatch/__init__.py
index 9f5bcbf5e4014..cfbc60d767caf 100644
--- a/localstack-core/localstack/aws/api/cloudwatch/__init__.py
+++ b/localstack-core/localstack/aws/api/cloudwatch/__init__.py
@@ -16,6 +16,7 @@
 AmazonResourceName = str
 AnomalyDetectorMetricStat = str
 AnomalyDetectorMetricTimezone = str
+Arn = str
 AttributeName = str
 AttributeValue = str
 AwsQueryErrorMessage = str
@@ -30,6 +31,7 @@
 DatapointsToAlarm = int
 DimensionName = str
 DimensionValue = str
+Duration = str
 EntityAttributesMapKeyString = str
 EntityAttributesMapValueString = str
 EntityKeyAttributesMapKeyString = str
@@ -38,6 +40,7 @@
 EvaluateLowSampleCountPercentile = str
 EvaluationPeriods = int
 ExceptionType = str
+Expression = str
 ExtendedStatistic = str
 FailureCode = str
 FailureDescription = str
@@ -77,6 +80,8 @@
 MetricStreamState = str
 MetricStreamStatistic = str
 MetricWidget = str
+MuteType = str
+Name = str
 Namespace = str
 NextToken = str
 OutputFormat = str
@@ -96,6 +101,7 @@
 TagValue = str
 TemplateName = str
 Threshold = float
+Timezone = str
 TreatMissingData = str
 
 
@@ -105,6 +111,12 @@ class ActionsSuppressedBy(StrEnum):
     Alarm = "Alarm"
 
 
+class AlarmMuteRuleStatus(StrEnum):
+    SCHEDULED = "SCHEDULED"
+    ACTIVE = "ACTIVE"
+    EXPIRED = "EXPIRED"
+
+
 class AlarmType(StrEnum):
     CompositeAlarm = "CompositeAlarm"
     MetricAlarm = "MetricAlarm"
@@ -332,6 +344,18 @@ class AlarmHistoryItem(TypedDict, total=False):
 
 
 AlarmHistoryItems = list[AlarmHistoryItem]
+AlarmMuteRuleStatuses = list[AlarmMuteRuleStatus]
+
+
+class AlarmMuteRuleSummary(TypedDict, total=False):
+    AlarmMuteRuleArn: Arn | None
+    ExpireDate: Timestamp | None
+    Status: AlarmMuteRuleStatus | None
+    MuteType: MuteType | None
+    LastUpdatedTimestamp: Timestamp | None
+
+
+AlarmMuteRuleSummaries = list[AlarmMuteRuleSummary]
 AlarmNames = list[AlarmName]
 AlarmTypes = list[AlarmType]
 
@@ -481,6 +505,10 @@ class Datapoint(TypedDict, total=False):
 Datapoints = list[Datapoint]
 
 
+class DeleteAlarmMuteRuleInput(ServiceRequest):
+    AlarmMuteRuleName: Name
+
+
 class DeleteAlarmsInput(ServiceRequest):
     AlarmNames: AlarmNames
 
@@ -730,6 +758,40 @@ class EntityMetricData(TypedDict, total=False):
 ExtendedStatistics = list[ExtendedStatistic]
 
 
+class GetAlarmMuteRuleInput(ServiceRequest):
+    AlarmMuteRuleName: Name
+
+
+MuteTargetAlarmNameList = list[Name]
+
+
+class MuteTargets(TypedDict, total=False):
+    AlarmNames: MuteTargetAlarmNameList
+
+
+class Schedule(TypedDict, total=False):
+    Expression: Expression
+    Duration: Duration
+    Timezone: Timezone | None
+
+
+class Rule(TypedDict, total=False):
+    Schedule: Schedule
+
+
+class GetAlarmMuteRuleOutput(TypedDict, total=False):
+    Name: Name | None
+    AlarmMuteRuleArn: Arn | None
+    Description: AlarmDescription | None
+    Rule: Rule | None
+    MuteTargets: MuteTargets | None
+    StartDate: Timestamp | None
+    ExpireDate: Timestamp | None
+    Status: AlarmMuteRuleStatus | None
+    LastUpdatedTimestamp: Timestamp | None
+    MuteType: MuteType | None
+
+
 class GetDashboardInput(ServiceRequest):
     DashboardName: DashboardName
 
@@ -916,6 +978,18 @@ class GetMetricWidgetImageOutput(TypedDict, total=False):
     MetricWidgetImage: MetricWidgetImage | None
 
 
+class ListAlarmMuteRulesInput(ServiceRequest):
+    AlarmName: Name | None
+    Statuses: AlarmMuteRuleStatuses | None
+    MaxRecords: MaxRecords | None
+    NextToken: NextToken | None
+
+
+class ListAlarmMuteRulesOutput(TypedDict, total=False):
+    AlarmMuteRuleSummaries: AlarmMuteRuleSummaries | None
+    NextToken: NextToken | None
+
+
 class ListDashboardsInput(ServiceRequest):
     DashboardNamePrefix: DashboardNamePrefix | None
     NextToken: NextToken | None
@@ -1020,6 +1094,16 @@ class ManagedRule(TypedDict, total=False):
 MetricStreamNames = list[MetricStreamName]
 
 
+class PutAlarmMuteRuleInput(ServiceRequest):
+    Name: Name
+    Description: AlarmDescription | None
+    Rule: Rule
+    MuteTargets: MuteTargets | None
+    Tags: TagList | None
+    StartDate: Timestamp | None
+    ExpireDate: Timestamp | None
+
+
 class PutAnomalyDetectorInput(ServiceRequest):
     Namespace: Namespace | None
     MetricName: MetricName | None
@@ -1174,6 +1258,12 @@ class CloudwatchApi:
     service: str = "cloudwatch"
     version: str = "2010-08-01"
 
+    @handler("DeleteAlarmMuteRule")
+    def delete_alarm_mute_rule(
+        self, context: RequestContext, alarm_mute_rule_name: Name, **kwargs
+    ) -> None:
+        raise NotImplementedError
+
     @handler("DeleteAlarms")
     def delete_alarms(self, context: RequestContext, alarm_names: AlarmNames, **kwargs) -> None:
         raise NotImplementedError
@@ -1317,6 +1407,12 @@ def enable_insight_rules(
     ) -> EnableInsightRulesOutput:
         raise NotImplementedError
 
+    @handler("GetAlarmMuteRule")
+    def get_alarm_mute_rule(
+        self, context: RequestContext, alarm_mute_rule_name: Name, **kwargs
+    ) -> GetAlarmMuteRuleOutput:
+        raise NotImplementedError
+
     @handler("GetDashboard")
     def get_dashboard(
         self, context: RequestContext, dashboard_name: DashboardName, **kwargs
@@ -1386,6 +1482,18 @@ def get_metric_widget_image(
     ) -> GetMetricWidgetImageOutput:
         raise NotImplementedError
 
+    @handler("ListAlarmMuteRules")
+    def list_alarm_mute_rules(
+        self,
+        context: RequestContext,
+        alarm_name: Name | None = None,
+        statuses: AlarmMuteRuleStatuses | None = None,
+        max_records: MaxRecords | None = None,
+        next_token: NextToken | None = None,
+        **kwargs,
+    ) -> ListAlarmMuteRulesOutput:
+        raise NotImplementedError
+
     @handler("ListDashboards")
     def list_dashboards(
         self,
@@ -1438,6 +1546,21 @@ def list_tags_for_resource(
     ) -> ListTagsForResourceOutput:
         raise NotImplementedError
 
+    @handler("PutAlarmMuteRule")
+    def put_alarm_mute_rule(
+        self,
+        context: RequestContext,
+        name: Name,
+        rule: Rule,
+        description: AlarmDescription | None = None,
+        mute_targets: MuteTargets | None = None,
+        tags: TagList | None = None,
+        start_date: Timestamp | None = None,
+        expire_date: Timestamp | None = None,
+        **kwargs,
+    ) -> None:
+        raise NotImplementedError
+
     @handler("PutAnomalyDetector")
     def put_anomaly_detector(
         self,
diff --git a/localstack-core/localstack/aws/api/dynamodb/__init__.py b/localstack-core/localstack/aws/api/dynamodb/__init__.py
index bb67e55ba2a99..8c8e1a6d58903 100644
--- a/localstack-core/localstack/aws/api/dynamodb/__init__.py
+++ b/localstack-core/localstack/aws/api/dynamodb/__init__.py
@@ -2322,6 +2322,7 @@ class UpdateTableInput(ServiceRequest):
     GlobalTableWitnessUpdates: GlobalTableWitnessGroupUpdateList | None
     OnDemandThroughput: OnDemandThroughput | None
     WarmThroughput: WarmThroughput | None
+    GlobalTableSettingsReplicationMode: GlobalTableSettingsReplicationMode | None
 
 
 class UpdateTableOutput(TypedDict, total=False):
@@ -2974,6 +2975,7 @@ def update_table(
         global_table_witness_updates: GlobalTableWitnessGroupUpdateList | None = None,
         on_demand_throughput: OnDemandThroughput | None = None,
         warm_throughput: WarmThroughput | None = None,
+        global_table_settings_replication_mode: GlobalTableSettingsReplicationMode | None = None,
         **kwargs,
     ) -> UpdateTableOutput:
         raise NotImplementedError
diff --git a/localstack-core/localstack/aws/api/ec2/__init__.py b/localstack-core/localstack/aws/api/ec2/__init__.py
index 58a48c023e212..ee187ac92316a 100644
--- a/localstack-core/localstack/aws/api/ec2/__init__.py
+++ b/localstack-core/localstack/aws/api/ec2/__init__.py
@@ -967,6 +967,12 @@ class DatafeedSubscriptionState(StrEnum):
     Inactive = "Inactive"
 
 
+class DefaultHttpTokensEnforcedState(StrEnum):
+    disabled = "disabled"
+    enabled = "enabled"
+    no_preference = "no-preference"
+
+
 class DefaultInstanceMetadataEndpointState(StrEnum):
     disabled = "disabled"
     enabled = "enabled"
@@ -1369,6 +1375,11 @@ class HostnameType(StrEnum):
     resource_name = "resource-name"
 
 
+class HttpTokensEnforcedState(StrEnum):
+    disabled = "disabled"
+    enabled = "enabled"
+
+
 class HttpTokensState(StrEnum):
     optional = "optional"
     required = "required"
@@ -2761,6 +2772,33 @@ class InstanceType(StrEnum):
     r8id_96xlarge = "r8id.96xlarge"
     r8id_metal_48xl = "r8id.metal-48xl"
     r8id_metal_96xl = "r8id.metal-96xl"
+    c8id_large = "c8id.large"
+    c8id_xlarge = "c8id.xlarge"
+    c8id_2xlarge = "c8id.2xlarge"
+    c8id_4xlarge = "c8id.4xlarge"
+    c8id_8xlarge = "c8id.8xlarge"
+    c8id_12xlarge = "c8id.12xlarge"
+    c8id_16xlarge = "c8id.16xlarge"
+    c8id_24xlarge = "c8id.24xlarge"
+    c8id_32xlarge = "c8id.32xlarge"
+    c8id_48xlarge = "c8id.48xlarge"
+    c8id_96xlarge = "c8id.96xlarge"
+    c8id_metal_48xl = "c8id.metal-48xl"
+    c8id_metal_96xl = "c8id.metal-96xl"
+    m8id_large = "m8id.large"
+    m8id_xlarge = "m8id.xlarge"
+    m8id_2xlarge = "m8id.2xlarge"
+    m8id_4xlarge = "m8id.4xlarge"
+    m8id_8xlarge = "m8id.8xlarge"
+    m8id_12xlarge = "m8id.12xlarge"
+    m8id_16xlarge = "m8id.16xlarge"
+    m8id_24xlarge = "m8id.24xlarge"
+    m8id_32xlarge = "m8id.32xlarge"
+    m8id_48xlarge = "m8id.48xlarge"
+    m8id_96xlarge = "m8id.96xlarge"
+    m8id_metal_48xl = "m8id.metal-48xl"
+    m8id_metal_96xl = "m8id.metal-96xl"
+    hpc8a_96xlarge = "hpc8a.96xlarge"
 
 
 class InstanceTypeHypervisor(StrEnum):
@@ -5470,7 +5508,7 @@ class AllocateHostsRequest(ServiceRequest):
     ClientToken: String | None
     InstanceType: String | None
     Quantity: Integer | None
-    AvailabilityZone: String | None
+    AvailabilityZone: AvailabilityZoneName | None
 
 
 ResponseHostIdList = list[String]
@@ -6820,6 +6858,7 @@ class CapacityBlockExtension(TypedDict, total=False):
     CapacityBlockExtensionEndDate: MillisecondDateTime | None
     UpfrontFee: String | None
     CurrencyCode: String | None
+    ZoneType: String | None
 
 
 class CapacityBlockExtensionOffering(TypedDict, total=False):
@@ -6835,6 +6874,7 @@ class CapacityBlockExtensionOffering(TypedDict, total=False):
     UpfrontFee: String | None
     CurrencyCode: String | None
     Tenancy: CapacityReservationTenancy | None
+    ZoneType: String | None
 
 
 CapacityBlockExtensionOfferingSet = list[CapacityBlockExtensionOffering]
@@ -6856,6 +6896,7 @@ class CapacityBlockOffering(TypedDict, total=False):
     UltraserverType: String | None
     UltraserverCount: BoxedInteger | None
     CapacityBlockDurationMinutes: Integer | None
+    ZoneType: String | None
 
 
 CapacityBlockOfferingSet = list[CapacityBlockOffering]
@@ -13180,6 +13221,7 @@ class DescribeCapacityBlockOfferingsRequest(ServiceRequest):
     MaxResults: DescribeCapacityBlockOfferingsMaxResults | None
     UltraserverType: String | None
     UltraserverCount: Integer | None
+    AllAvailabilityZones: Boolean | None
 
 
 class DescribeCapacityBlockOfferingsResult(TypedDict, total=False):
@@ -19446,6 +19488,7 @@ class InstanceMetadataDefaultsResponse(TypedDict, total=False):
     InstanceMetadataTags: InstanceMetadataTagsState | None
     ManagedBy: ManagedBy | None
     ManagedExceptionMessage: String | None
+    HttpTokensEnforced: HttpTokensEnforcedState | None
 
 
 class GetInstanceMetadataDefaultsResult(TypedDict, total=False):
@@ -21210,6 +21253,7 @@ class ModifyInstanceMetadataDefaultsRequest(ServiceRequest):
     HttpEndpoint: DefaultInstanceMetadataEndpointState | None
     InstanceMetadataTags: DefaultInstanceMetadataTagsState | None
     DryRun: Boolean | None
+    HttpTokensEnforced: DefaultHttpTokensEnforcedState | None
 
 
 class ModifyInstanceMetadataDefaultsResult(TypedDict, total=False):
@@ -23370,7 +23414,7 @@ def allocate_hosts(
         client_token: String | None = None,
         instance_type: String | None = None,
         quantity: Integer | None = None,
-        availability_zone: String | None = None,
+        availability_zone: AvailabilityZoneName | None = None,
         **kwargs,
     ) -> AllocateHostsResult:
         raise NotImplementedError
@@ -26670,6 +26714,7 @@ def describe_capacity_block_offerings(
         max_results: DescribeCapacityBlockOfferingsMaxResults | None = None,
         ultraserver_type: String | None = None,
         ultraserver_count: Integer | None = None,
+        all_availability_zones: Boolean | None = None,
         **kwargs,
     ) -> DescribeCapacityBlockOfferingsResult:
         raise NotImplementedError
@@ -30824,6 +30869,7 @@ def modify_instance_metadata_defaults(
         http_endpoint: DefaultInstanceMetadataEndpointState | None = None,
         instance_metadata_tags: DefaultInstanceMetadataTagsState | None = None,
         dry_run: Boolean | None = None,
+        http_tokens_enforced: DefaultHttpTokensEnforcedState | None = None,
         **kwargs,
     ) -> ModifyInstanceMetadataDefaultsResult:
         raise NotImplementedError
diff --git a/pyproject.toml b/pyproject.toml
index 6979647ed5587..2f5844b711758 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -51,9 +51,9 @@ Issues = "https://github.com/localstack/localstack/issues"
 # minimal required to actually run localstack on the host for services natively implemented in python
 base-runtime = [
     # pinned / updated by ASF update action
-    "boto3==1.42.54",
+    "boto3==1.42.59",
     # pinned / updated by ASF update action
-    "botocore==1.42.54",
+    "botocore==1.42.59",
     # transitive dependency of botocore, added to avoid specific version
     "awscrt>=0.13.14,!=0.27.1",
     "cbor2>=5.5.0",
@@ -82,7 +82,7 @@ base-runtime = [
 runtime = [
     "localstack-core[base-runtime]",
     # pinned / updated by ASF update action
-    "awscli==1.44.44",
+    "awscli==1.44.49",
     "airspeed-ext>=0.6.3",
     # antlr4-python3-runtime: exact pin because antlr4 runtime is tightly coupled to the generated parser code
     "antlr4-python3-runtime==4.13.2",
diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index b7f509e977ae7..cd4edfbe299b6 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -15,9 +15,9 @@ attrs==25.4.0
     #   referencing
 awscrt==0.31.2
     # via localstack-core (pyproject.toml)
-boto3==1.42.54
+boto3==1.42.59
     # via localstack-core (pyproject.toml)
-botocore==1.42.54
+botocore==1.42.59
     # via
     #   boto3
     #   localstack-core (pyproject.toml)
diff --git a/requirements-dev.txt b/requirements-dev.txt
index 6c01738d4de03..76a1ff4030793 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -44,17 +44,17 @@ aws-sam-translator==1.107.0
     #   moto-ext
 aws-xray-sdk==2.15.0
     # via moto-ext
-awscli==1.44.44
+awscli==1.44.49
     # via localstack-core
 awscrt==0.31.2
     # via localstack-core
-boto3==1.42.54
+boto3==1.42.59
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.42.54
+botocore==1.42.59
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index 1b1a27bac2853..b1de32cad0c9d 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -32,17 +32,17 @@ aws-sam-translator==1.107.0
     #   moto-ext
 aws-xray-sdk==2.15.0
     # via moto-ext
-awscli==1.44.44
+awscli==1.44.49
     # via localstack-core (pyproject.toml)
 awscrt==0.31.2
     # via localstack-core
-boto3==1.42.54
+boto3==1.42.59
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.42.54
+botocore==1.42.59
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-test.txt b/requirements-test.txt
index ad5c7f1209dba..42b7f7a8e7147 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -44,17 +44,17 @@ aws-sam-translator==1.107.0
     #   moto-ext
 aws-xray-sdk==2.15.0
     # via moto-ext
-awscli==1.44.44
+awscli==1.44.49
     # via localstack-core
 awscrt==0.31.2
     # via localstack-core
-boto3==1.42.54
+boto3==1.42.59
     # via
     #   aws-sam-translator
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-botocore==1.42.54
+botocore==1.42.59
     # via
     #   aws-xray-sdk
     #   awscli
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index 5357b3c727b4d..0939c6fe0fdcb 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -44,11 +44,11 @@ aws-sam-translator==1.107.0
     #   moto-ext
 aws-xray-sdk==2.15.0
     # via moto-ext
-awscli==1.44.44
+awscli==1.44.49
     # via localstack-core
 awscrt==0.31.2
     # via localstack-core
-boto3==1.42.54
+boto3==1.42.59
     # via
     #   aws-sam-translator
     #   kclpy-ext
@@ -56,7 +56,7 @@ boto3==1.42.54
     #   moto-ext
 boto3-stubs==1.42.55
     # via localstack-core (pyproject.toml)
-botocore==1.42.54
+botocore==1.42.59
     # via
     #   aws-xray-sdk
     #   awscli

From 4cd83f199a6e3ba357d999683e2697fbfdf3df02 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 3 Mar 2026 08:43:24 +0100
Subject: [PATCH 682/697] Bump python from `3de9a8d` to `8bc60ca` in the
 docker-base-images group (#13873)

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 Dockerfile    | 2 +-
 Dockerfile.s3 | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/Dockerfile b/Dockerfile
index f843982b58286..8ae951ee1969a 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,7 +1,7 @@
 #
 # base: Stage which installs necessary runtime dependencies (OS packages, etc.)
 #
-FROM python:3.13.12-slim-trixie@sha256:3de9a8d7aedbb7984dc18f2dff178a7850f16c1ae7c34ba9d7ecc23d0755e35f AS base
+FROM python:3.13.12-slim-trixie@sha256:8bc60ca09afaa8ea0d6d1220bde073bacfedd66a4bf8129cbdc8ef0e16c8a952 AS base
 ARG TARGETARCH
 
 # Install runtime OS package dependencies
diff --git a/Dockerfile.s3 b/Dockerfile.s3
index 2694df302462a..6ae631419c6ec 100644
--- a/Dockerfile.s3
+++ b/Dockerfile.s3
@@ -1,5 +1,5 @@
 # base: Stage which installs necessary runtime dependencies (OS packages, filesystem...)
-FROM python:3.13.12-slim-trixie@sha256:3de9a8d7aedbb7984dc18f2dff178a7850f16c1ae7c34ba9d7ecc23d0755e35f AS base
+FROM python:3.13.12-slim-trixie@sha256:8bc60ca09afaa8ea0d6d1220bde073bacfedd66a4bf8129cbdc8ef0e16c8a952 AS base
 ARG TARGETARCH
 
 # set workdir

From ecd5be3a705ba48cf2b02fe533e4cebb741fcb3b Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 3 Mar 2026 08:44:53 +0100
Subject: [PATCH 683/697] Bump the github-actions group with 2 updates (#13874)

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 .github/workflows/aws-main.yml              |  4 +-
 .github/workflows/aws-tests-s3-image.yml    | 12 ++---
 .github/workflows/aws-tests.yml             | 54 ++++++++++-----------
 .github/workflows/marker-report.yml         |  2 +-
 .github/workflows/tests-bin.yml             |  2 +-
 .github/workflows/tests-pro-integration.yml |  8 +--
 6 files changed, 41 insertions(+), 41 deletions(-)

diff --git a/.github/workflows/aws-main.yml b/.github/workflows/aws-main.yml
index 5010cf87e35c9..9b65946d4332a 100644
--- a/.github/workflows/aws-main.yml
+++ b/.github/workflows/aws-main.yml
@@ -114,7 +114,7 @@ jobs:
           run: make install-dev
 
         - name: Load all test results
-          uses: actions/download-artifact@v7
+          uses: actions/download-artifact@v8
           with:
             pattern: test-results-*
             path: target/coverage/
@@ -175,7 +175,7 @@ jobs:
             python -m scripts.metrics_coverage.diff_metrics_coverage
 
         - name: Archive coverage and parity metrics
-          uses: actions/upload-artifact@v6
+          uses: actions/upload-artifact@v7
           with:
             name: coverage-and-parity-metrics
             path: |
diff --git a/.github/workflows/aws-tests-s3-image.yml b/.github/workflows/aws-tests-s3-image.yml
index cabc37d8e8d11..8af6dcc13d65b 100644
--- a/.github/workflows/aws-tests-s3-image.yml
+++ b/.github/workflows/aws-tests-s3-image.yml
@@ -137,7 +137,7 @@ jobs:
           make docker-run-tests-s3-only
 
       - name: Archive Test Results
-        uses: actions/upload-artifact@v6
+        uses: actions/upload-artifact@v7
         if: success() || failure()
         with:
           name: test-results-s3-image-${{ matrix.arch }}
@@ -149,7 +149,7 @@ jobs:
         run: ./bin/docker-helper.sh save
 
       - name: Store Docker image as artifact
-        uses: actions/upload-artifact@v6
+        uses: actions/upload-artifact@v7
         with:
           name: localstack-s3-image-${{ matrix.arch }}
           path: ${{ steps.save-image.outputs.IMAGE_FILENAME }}
@@ -173,12 +173,12 @@ jobs:
       )
     steps:
       - name: Download AMD64 Results
-        uses: actions/download-artifact@v7
+        uses: actions/download-artifact@v8
         with:
           name: test-results-s3-image-amd64
 
       - name: Download ARM64 Results
-        uses: actions/download-artifact@v7
+        uses: actions/download-artifact@v8
         with:
           name: test-results-s3-image-arm64
 
@@ -217,12 +217,12 @@ jobs:
         run: pip install --upgrade setuptools setuptools_scm
 
       - name: Download AMD64 image
-        uses: actions/download-artifact@v7
+        uses: actions/download-artifact@v8
         with:
           name: localstack-s3-image-amd64
 
       - name: Download ARM64 image
-        uses: actions/download-artifact@v7
+        uses: actions/download-artifact@v8
         with:
           name: localstack-s3-image-arm64
 
diff --git a/.github/workflows/aws-tests.yml b/.github/workflows/aws-tests.yml
index 3ee25f856d2a4..c47daa1c79e23 100644
--- a/.github/workflows/aws-tests.yml
+++ b/.github/workflows/aws-tests.yml
@@ -195,7 +195,7 @@ jobs:
           key: ${{ steps.cached-lambda-common-restore.outputs.cache-primary-key }}
 
       - name: Archive Lambda common packages
-        uses: actions/upload-artifact@v6
+        uses: actions/upload-artifact@v7
         with:
           name: lambda-common-${{ env.PLATFORM }}
           path: |
@@ -247,7 +247,7 @@ jobs:
 
       - name: Archive Test Selection
         if: ${{ env.TESTSELECTION_PYTEST_ARGS }}
-        uses: actions/upload-artifact@v6
+        uses: actions/upload-artifact@v7
         with:
           name: test-selection
           path: |
@@ -296,7 +296,7 @@ jobs:
         run: make test-coverage
 
       - name: Archive Test Results
-        uses: actions/upload-artifact@v6
+        uses: actions/upload-artifact@v7
         if: success() || failure()
         with:
           name: test-results-preflight
@@ -319,7 +319,7 @@ jobs:
     if: always() && !cancelled() && !contains(needs.*.result, 'skipped')
     steps:
       - name: Download Artifacts
-        uses: actions/download-artifact@v7
+        uses: actions/download-artifact@v8
         with:
           pattern: test-results-preflight
 
@@ -382,7 +382,7 @@ jobs:
           fetch-depth: 0
 
       - name: Download Lambda Common packages
-        uses: actions/download-artifact@v7
+        uses: actions/download-artifact@v8
         with:
           name: lambda-common-${{ env.PLATFORM }}
           path: |
@@ -395,7 +395,7 @@ jobs:
 
       - name: Download Test Selection
         if: ${{ env.TESTSELECTION_PYTEST_ARGS }}
-        uses: actions/download-artifact@v7
+        uses: actions/download-artifact@v8
         with:
           name: test-selection
           path: dist/testselection/
@@ -421,7 +421,7 @@ jobs:
           mv .test_durations .test_durations-${{ env.PLATFORM }}-${{ matrix.group }}
 
       - name: Archive Test Durations
-        uses: actions/upload-artifact@v6
+        uses: actions/upload-artifact@v7
         if: success() || failure()
         with:
           name: pytest-split-durations-${{ env.PLATFORM }}-${{ matrix.group }}
@@ -430,7 +430,7 @@ jobs:
           retention-days: 5
 
       - name: Archive Test Results
-        uses: actions/upload-artifact@v6
+        uses: actions/upload-artifact@v7
         if: success() || failure()
         with:
           name: test-results-integration-${{ env.PLATFORM }}-${{ matrix.group }}
@@ -442,7 +442,7 @@ jobs:
 
       - name: Archive Parity Metric Results
         if: success()
-        uses: actions/upload-artifact@v6
+        uses: actions/upload-artifact@v7
         with:
           name: parity-metric-raw-${{ env.PLATFORM }}-${{ matrix.group }}
           path: target/metric_reports
@@ -488,7 +488,7 @@ jobs:
         run: make test-coverage
 
       - name: Archive Test Results
-        uses: actions/upload-artifact@v6
+        uses: actions/upload-artifact@v7
         if: success() || failure()
         with:
           name: test-results-bootstrap
@@ -522,13 +522,13 @@ jobs:
     if: always() && !cancelled() && !contains(needs.*.result, 'skipped')
     steps:
       - name: Download Bootstrap Artifacts
-        uses: actions/download-artifact@v7
+        uses: actions/download-artifact@v8
         if: ${{ matrix.arch == 'amd64' }}
         with:
           pattern: test-results-bootstrap
 
       - name: Download Integration Artifacts
-        uses: actions/download-artifact@v7
+        uses: actions/download-artifact@v8
         with:
           pattern: test-results-integration-${{ matrix.arch }}-*
 
@@ -609,7 +609,7 @@ jobs:
         run: make docker-run-tests
 
       - name: Archive Test Results
-        uses: actions/upload-artifact@v6
+        uses: actions/upload-artifact@v7
         if: success() || failure()
         with:
           name: test-results-acceptance-${{ env.PLATFORM }}
@@ -642,7 +642,7 @@ jobs:
     if: always() && !cancelled() && !contains(needs.*.result, 'skipped')
     steps:
       - name: Download Acceptance Artifacts
-        uses: actions/download-artifact@v7
+        uses: actions/download-artifact@v8
         with:
           pattern: test-results-acceptance-${{ matrix.arch }}
 
@@ -680,7 +680,7 @@ jobs:
 
       - name: Download Test Selection
         if: ${{ env.TESTSELECTION_PYTEST_ARGS }}
-        uses: actions/download-artifact@v7
+        uses: actions/download-artifact@v8
         with:
           name: test-selection
           path: dist/testselection/
@@ -699,7 +699,7 @@ jobs:
         run: make test-coverage
 
       - name: Archive Test Results
-        uses: actions/upload-artifact@v6
+        uses: actions/upload-artifact@v7
         if: success() || failure()
         with:
           name: test-results-cloudwatch-v1
@@ -733,7 +733,7 @@ jobs:
 
       - name: Download Test Selection
         if: ${{ env.TESTSELECTION_PYTEST_ARGS }}
-        uses: actions/download-artifact@v7
+        uses: actions/download-artifact@v8
         with:
           name: test-selection
           path: dist/testselection/
@@ -751,7 +751,7 @@ jobs:
         run: make test-coverage
 
       - name: Archive Test Results
-        uses: actions/upload-artifact@v6
+        uses: actions/upload-artifact@v7
         if: success() || failure()
         with:
           name: test-results-dynamodb-v2
@@ -785,7 +785,7 @@ jobs:
 
       - name: Download Test Selection
         if: ${{ env.TESTSELECTION_PYTEST_ARGS }}
-        uses: actions/download-artifact@v7
+        uses: actions/download-artifact@v8
         with:
           name: test-selection
           path: dist/testselection/
@@ -804,7 +804,7 @@ jobs:
         run: make test-coverage
 
       - name: Archive Test Results
-        uses: actions/upload-artifact@v6
+        uses: actions/upload-artifact@v7
         if: success() || failure()
         with:
           name: test-results-events-v1
@@ -839,7 +839,7 @@ jobs:
 
       - name: Download Test Selection
         if: ${{ env.TESTSELECTION_PYTEST_ARGS }}
-        uses: actions/download-artifact@v7
+        uses: actions/download-artifact@v8
         with:
           name: test-selection
           path: dist/testselection/
@@ -855,7 +855,7 @@ jobs:
         run: make test-coverage
 
       - name: Archive Test Results
-        uses: actions/upload-artifact@v6
+        uses: actions/upload-artifact@v7
         if: success() || failure()
         with:
           name: test-results-cloudformation-legacy
@@ -882,22 +882,22 @@ jobs:
       issues: read
     steps:
       - name: Download Cloudformation legacy Artifacts
-        uses: actions/download-artifact@v7
+        uses: actions/download-artifact@v8
         with:
           pattern: test-results-cloudformation-legacy
 
       - name: Download EventBridge v1 Artifacts
-        uses: actions/download-artifact@v7
+        uses: actions/download-artifact@v8
         with:
           pattern: test-results-events-v1
 
       - name: Download DynamoDB v2 Artifacts
-        uses: actions/download-artifact@v7
+        uses: actions/download-artifact@v8
         with:
           pattern: test-results-dynamodb-v2
 
       - name: Download CloudWatch v1 Artifacts
-        uses: actions/download-artifact@v7
+        uses: actions/download-artifact@v8
         with:
           pattern: test-results-cloudwatch-v1
 
@@ -972,7 +972,7 @@ jobs:
           localstack stop
 
       - name: Archive Capture-Not-Implemented Results
-        uses: actions/upload-artifact@v6
+        uses: actions/upload-artifact@v7
         with:
           name: capture-notimplemented
           path: results/
diff --git a/.github/workflows/marker-report.yml b/.github/workflows/marker-report.yml
index c96bede2bb099..0b89c8dabe800 100644
--- a/.github/workflows/marker-report.yml
+++ b/.github/workflows/marker-report.yml
@@ -101,7 +101,7 @@ jobs:
 
       - name: Upload generated markdown
         if: ${{ inputs.createIssue }}
-        uses: actions/upload-artifact@v6
+        uses: actions/upload-artifact@v7
         with:
           path: ./target/MARKER_REPORT_ISSUE.md
 
diff --git a/.github/workflows/tests-bin.yml b/.github/workflows/tests-bin.yml
index c4bff7dbbee4d..1c9886019933c 100644
--- a/.github/workflows/tests-bin.yml
+++ b/.github/workflows/tests-bin.yml
@@ -43,7 +43,7 @@ jobs:
           mv report.xml tests-junit-base.xml
 
       - name: Archive Test Results
-        uses: actions/upload-artifact@v6
+        uses: actions/upload-artifact@v7
         if: success() || failure()
         with:
           name: test-results-tests-bin
diff --git a/.github/workflows/tests-pro-integration.yml b/.github/workflows/tests-pro-integration.yml
index 468c3b1c064d9..82390be682166 100644
--- a/.github/workflows/tests-pro-integration.yml
+++ b/.github/workflows/tests-pro-integration.yml
@@ -327,7 +327,7 @@ jobs:
           make test
 
       - name: Archive Test Durations
-        uses: actions/upload-artifact@v6
+        uses: actions/upload-artifact@v7
         if: success() || failure()
         with:
           name: pytest-split-durations-community-${{ matrix.group }}
@@ -336,7 +336,7 @@ jobs:
           retention-days: 5
 
       - name: Archive Test Results
-        uses: actions/upload-artifact@v6
+        uses: actions/upload-artifact@v7
         if: success() || failure()
         with:
           name: test-results-community-${{ matrix.group }}
@@ -362,12 +362,12 @@ jobs:
       )
     steps:
       - name: Download Artifacts 1
-        uses: actions/download-artifact@v7
+        uses: actions/download-artifact@v8
         with:
           name: test-results-community-1
 
       - name: Download Artifacts 2
-        uses: actions/download-artifact@v7
+        uses: actions/download-artifact@v8
         with:
           name: test-results-community-2
 

From 4de6e114df8c3690b3fbc8fa94a7e28d23c00788 Mon Sep 17 00:00:00 2001
From: Ben Simon Hartung <42031100+bentsku@users.noreply.github.com>
Date: Tue, 3 Mar 2026 10:33:26 +0100
Subject: [PATCH 684/697] chore: fix test flakes (sns/events) (#13865)

---
 tests/aws/services/events/test_events_schedule.py      |  6 ++++--
 .../events/test_events_schedule.validation.json        | 10 +++++-----
 tests/aws/services/sns/test_sns.py                     |  3 ++-
 3 files changed, 11 insertions(+), 8 deletions(-)

diff --git a/tests/aws/services/events/test_events_schedule.py b/tests/aws/services/events/test_events_schedule.py
index a091238382526..e0aa3fdd78bd4 100644
--- a/tests/aws/services/events/test_events_schedule.py
+++ b/tests/aws/services/events/test_events_schedule.py
@@ -416,9 +416,11 @@ def tests_scheduled_rule_does_not_trigger_on_put_events(
             "DetailType": "core.update-account-command",
             "Detail": json.dumps({"command": ["update-account"]}),
         }
-        aws_client.events.put_events(Entries=[test_event])
+        for _ in range(3):
+            aws_client.events.put_events(Entries=[test_event])
 
         messages = aws_client.sqs.receive_message(
             QueueUrl=queue_url, WaitTimeSeconds=10 if is_aws_cloud() else 3
         )
-        assert not messages.get("Messages")
+        # we switch the assertion to take into account that the rule might trigger instantly
+        assert len(messages.get("Messages") or []) < 2
diff --git a/tests/aws/services/events/test_events_schedule.validation.json b/tests/aws/services/events/test_events_schedule.validation.json
index 2dce0326ca018..22391bc81e5ea 100644
--- a/tests/aws/services/events/test_events_schedule.validation.json
+++ b/tests/aws/services/events/test_events_schedule.validation.json
@@ -69,12 +69,12 @@
     "last_validated_date": "2025-01-22T13:22:43+00:00"
   },
   "tests/aws/services/events/test_events_schedule.py::TestScheduleCron::tests_scheduled_rule_does_not_trigger_on_put_events": {
-    "last_validated_date": "2025-06-04T19:23:59+00:00",
+    "last_validated_date": "2026-02-27T22:37:04+00:00",
     "durations_in_seconds": {
-      "setup": 0.56,
-      "call": 11.78,
-      "teardown": 1.18,
-      "total": 13.52
+      "setup": 0.01,
+      "call": 11.95,
+      "teardown": 0.9,
+      "total": 12.86
     }
   },
   "tests/aws/services/events/test_events_schedule.py::TestScheduleRate::test_put_rule_with_invalid_schedule_rate[ rate(10 minutes)]": {
diff --git a/tests/aws/services/sns/test_sns.py b/tests/aws/services/sns/test_sns.py
index 66069a5dc254e..e6ac138b7346d 100644
--- a/tests/aws/services/sns/test_sns.py
+++ b/tests/aws/services/sns/test_sns.py
@@ -4763,7 +4763,8 @@ def test_publish_to_platform_endpoint_is_dispatched(
 
         # assert that message has been received
         def check_message():
-            assert len(platform_endpoint_msgs[endpoint_arn]) > 0
+            for arn in endpoints_arn.values():
+                assert len(platform_endpoint_msgs[arn]) > 0
 
         retry(check_message, retries=PUBLICATION_RETRIES, sleep=PUBLICATION_TIMEOUT)
 

From 1f30d075b53b3b690788971217702cf833b1b964 Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Tue, 3 Mar 2026 11:54:09 +0100
Subject: [PATCH 685/697] Upgrade pinned dependencies, pin jsonpath-ng (#13875)

Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
Co-authored-by: Misha Tiurin <misha.tiurin@localstack.cloud>
---
 .pre-commit-config.yaml       |  4 +-
 pyproject.toml                |  2 +-
 requirements-base-runtime.txt |  6 +--
 requirements-basic.txt        |  6 +--
 requirements-dev.txt          | 59 +++++++++++++++----------
 requirements-runtime.txt      | 20 ++++-----
 requirements-test.txt         | 28 ++++++------
 requirements-typehint.txt     | 81 ++++++++++++++++++++---------------
 8 files changed, 116 insertions(+), 90 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 1aa7873c084b4..ef4ba8830d397 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -4,7 +4,7 @@
 repos:
   - repo: https://github.com/astral-sh/ruff-pre-commit
     # Ruff version.
-    rev: v0.15.2
+    rev: v0.15.4
     hooks:
       - id: ruff
         args: [--fix, --exit-non-zero-on-fix]
@@ -34,7 +34,7 @@ repos:
       - id: check-pinned-deps-for-needed-upgrade
 
   - repo: https://github.com/python-openapi/openapi-spec-validator
-    rev: 0.8.0
+    rev: 0.8.4
     hooks:
       - id: openapi-spec-validator
         files: .*openapi.*\.(json|yaml|yml)
diff --git a/pyproject.toml b/pyproject.toml
index 2f5844b711758..878992c301468 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -94,7 +94,7 @@ runtime = [
     "jinja2>=3.1.6",
     # allow Python programs full access to Java class libraries. Used for stepfunctions jsonata support
     "jpype1>=1.6.0",
-    "jsonpath-ng>=1.6.1",
+    "jsonpath-ng==1.7.0",
     "jsonpath-rw>=1.4.0",
     # version that has a built wheel
     "kclpy-ext>=3.0.0",
diff --git a/requirements-base-runtime.txt b/requirements-base-runtime.txt
index cd4edfbe299b6..f89ff9902f151 100644
--- a/requirements-base-runtime.txt
+++ b/requirements-base-runtime.txt
@@ -22,11 +22,11 @@ botocore==1.42.59
     #   boto3
     #   localstack-core (pyproject.toml)
     #   s3transfer
-cachetools==7.0.1
+cachetools==7.0.2
     # via localstack-core (pyproject.toml)
 cbor2==5.8.0
     # via localstack-core (pyproject.toml)
-certifi==2026.1.4
+certifi==2026.2.25
     # via requests
 cffi==2.0.0
     # via cryptography
@@ -145,7 +145,7 @@ python-dateutil==2.9.0.post0
     # via
     #   botocore
     #   localstack-core (pyproject.toml)
-python-dotenv==1.2.1
+python-dotenv==1.2.2
     # via localstack-core (pyproject.toml)
 pyyaml==6.0.3
     # via
diff --git a/requirements-basic.txt b/requirements-basic.txt
index c4e86ca28db05..06adc17bab3ca 100644
--- a/requirements-basic.txt
+++ b/requirements-basic.txt
@@ -6,9 +6,9 @@
 #
 asn1crypto==1.5.1
     # via localstack-core (pyproject.toml)
-cachetools==7.0.1
+cachetools==7.0.2
     # via localstack-core (pyproject.toml)
-certifi==2026.1.4
+certifi==2026.2.25
     # via requests
 cffi==2.0.0
     # via cryptography
@@ -36,7 +36,7 @@ pycparser==3.0
     # via cffi
 pygments==2.19.2
     # via rich
-python-dotenv==1.2.1
+python-dotenv==1.2.2
     # via localstack-core (pyproject.toml)
 pyyaml==6.0.3
     # via localstack-core (pyproject.toml)
diff --git a/requirements-dev.txt b/requirements-dev.txt
index 76a1ff4030793..542e17131d269 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -6,6 +6,8 @@
 #
 airspeed-ext==0.6.9
     # via localstack-core
+annotated-doc==0.0.4
+    # via typer
 annotated-types==0.7.0
     # via pydantic
 antlr4-python3-runtime==4.13.2
@@ -31,11 +33,11 @@ attrs==25.4.0
     #   referencing
 aws-cdk-asset-awscli-v1==2.2.263
     # via aws-cdk-lib
-aws-cdk-asset-node-proxy-agent-v6==2.1.0
+aws-cdk-asset-node-proxy-agent-v6==2.1.1
     # via aws-cdk-lib
-aws-cdk-cloud-assembly-schema==50.4.0
+aws-cdk-cloud-assembly-schema==52.2.0
     # via aws-cdk-lib
-aws-cdk-lib==2.240.0
+aws-cdk-lib==2.241.0
     # via localstack-core
 aws-sam-translator==1.107.0
     # via
@@ -62,7 +64,7 @@ botocore==1.42.59
     #   localstack-core
     #   moto-ext
     #   s3transfer
-cachetools==7.0.1
+cachetools==7.0.2
     # via
     #   airspeed-ext
     #   localstack-core
@@ -71,7 +73,7 @@ cattrs==25.3.0
     # via jsii
 cbor2==5.8.0
     # via localstack-core
-certifi==2026.1.4
+certifi==2026.2.25
     # via
     #   httpcore
     #   httpx
@@ -81,7 +83,7 @@ cffi==2.0.0
     # via cryptography
 cfgv==3.5.0
     # via pre-commit
-cfn-lint==1.45.0
+cfn-lint==1.46.0
     # via moto-ext
 charset-normalizer==3.4.4
     # via requests
@@ -90,6 +92,7 @@ click==8.3.1
     #   deptry
     #   localstack-core
     #   localstack-core (pyproject.toml)
+    #   typer
 colorama==0.4.6
     # via awscli
 constantly==23.10.4
@@ -100,7 +103,7 @@ coverage==7.13.4
     # via
     #   coveralls
     #   localstack-core
-coveralls==4.0.2
+coveralls==4.1.0
     # via localstack-core (pyproject.toml)
 crontab==1.0.5
     # via localstack-core
@@ -136,17 +139,17 @@ docker==7.1.0
     # via
     #   localstack-core
     #   moto-ext
-docopt==0.6.2
-    # via coveralls
 docutils==0.19
     # via awscli
 events==0.5
     # via opensearch-py
-filelock==3.24.3
-    # via virtualenv
+filelock==3.25.0
+    # via
+    #   python-discovery
+    #   virtualenv
 graphql-core==3.2.7
     # via moto-ext
-grpcio==1.78.1
+grpcio==1.78.0
     # via opensearch-protobufs
 h11==0.16.0
     # via
@@ -170,7 +173,7 @@ hyperframe==6.1.0
     # via h2
 hyperlink==21.0.0
     # via localstack-twisted
-identify==2.6.16
+identify==2.6.17
     # via pre-commit
 idna==3.11
     # via
@@ -195,11 +198,11 @@ jmespath==1.1.0
     # via
     #   boto3
     #   botocore
-joserfc==1.6.2
+joserfc==1.6.3
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core
-jsii==1.126.0
+jsii==1.127.0
     # via
     #   aws-cdk-asset-awscli-v1
     #   aws-cdk-asset-node-proxy-agent-v6
@@ -259,11 +262,11 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.24
+moto-ext==5.1.25
     # via localstack-core
 mpmath==1.3.0
     # via sympy
-multipart==1.3.0
+multipart==1.3.1
     # via moto-ext
 mypy==1.19.1
     # via localstack-core (pyproject.toml)
@@ -308,7 +311,9 @@ pathable==0.4.4
 pathspec==1.0.4
     # via mypy
 platformdirs==4.9.2
-    # via virtualenv
+    # via
+    #   python-discovery
+    #   virtualenv
 pluggy==1.6.0
     # via
     #   localstack-core
@@ -330,7 +335,7 @@ priority==1.3.0
     # via
     #   hypercorn
     #   localstack-twisted
-protobuf==6.33.5
+protobuf==7.34.0
     # via opensearch-protobufs
 psutil==7.2.2
     # via
@@ -354,6 +359,7 @@ pydantic==2.12.5
     # via
     #   aws-sam-translator
     #   localstack-core
+    #   openapi-spec-validator
 pydantic-core==2.41.5
     # via pydantic
 pygments==2.19.2
@@ -391,7 +397,9 @@ python-dateutil==2.9.0.post0
     #   localstack-core
     #   moto-ext
     #   opensearch-py
-python-dotenv==1.2.1
+python-discovery==1.1.0
+    # via virtualenv
+python-dotenv==1.2.2
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
@@ -412,7 +420,7 @@ referencing==0.36.2
     #   jsonschema
     #   jsonschema-path
     #   jsonschema-specifications
-regex==2026.2.19
+regex==2026.2.28
     # via cfn-lint
 requests==2.32.5
     # via
@@ -441,6 +449,7 @@ rich==14.3.3
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
+    #   typer
 rolo==0.8.1
     # via localstack-core
 rpds-py==0.30.0
@@ -451,7 +460,7 @@ rsa==4.7.2
     # via awscli
 rstr==3.2.2
     # via localstack-core (pyproject.toml)
-ruff==0.15.2
+ruff==0.15.4
     # via localstack-core (pyproject.toml)
 s3transfer==0.16.0
     # via
@@ -461,6 +470,8 @@ semver==3.0.4
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
+shellingham==1.5.4
+    # via typer
 six==1.17.0
     # via
     #   airspeed-ext
@@ -477,6 +488,8 @@ typeguard==2.13.3
     #   aws-cdk-lib
     #   constructs
     #   jsii
+typer==0.24.1
+    # via coveralls
 typing-extensions==4.15.0
     # via
     #   aws-sam-translator
@@ -501,7 +514,7 @@ urllib3==2.6.3
     #   opensearch-py
     #   requests
     #   responses
-virtualenv==20.39.0
+virtualenv==21.1.0
     # via pre-commit
 watchdog==6.0.0
     # via localstack-core (pyproject.toml)
diff --git a/requirements-runtime.txt b/requirements-runtime.txt
index b1de32cad0c9d..55d85a384d0cc 100644
--- a/requirements-runtime.txt
+++ b/requirements-runtime.txt
@@ -50,20 +50,20 @@ botocore==1.42.59
     #   localstack-core
     #   moto-ext
     #   s3transfer
-cachetools==7.0.1
+cachetools==7.0.2
     # via
     #   airspeed-ext
     #   localstack-core
     #   localstack-core (pyproject.toml)
 cbor2==5.8.0
     # via localstack-core
-certifi==2026.1.4
+certifi==2026.2.25
     # via
     #   opensearch-py
     #   requests
 cffi==2.0.0
     # via cryptography
-cfn-lint==1.45.0
+cfn-lint==1.46.0
     # via moto-ext
 charset-normalizer==3.4.4
     # via requests
@@ -107,7 +107,7 @@ events==0.5
     # via opensearch-py
 graphql-core==3.2.7
     # via moto-ext
-grpcio==1.78.1
+grpcio==1.78.0
     # via opensearch-protobufs
 h11==0.16.0
     # via
@@ -142,7 +142,7 @@ jmespath==1.1.0
     # via
     #   boto3
     #   botocore
-joserfc==1.6.2
+joserfc==1.6.3
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core (pyproject.toml)
@@ -192,11 +192,11 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.24
+moto-ext==5.1.25
     # via localstack-core (pyproject.toml)
 mpmath==1.3.0
     # via sympy
-multipart==1.3.0
+multipart==1.3.1
     # via moto-ext
 networkx==3.6.1
     # via cfn-lint
@@ -233,7 +233,7 @@ priority==1.3.0
     # via
     #   hypercorn
     #   localstack-twisted
-protobuf==6.33.5
+protobuf==7.34.0
     # via opensearch-protobufs
 psutil==7.2.2
     # via
@@ -268,7 +268,7 @@ python-dateutil==2.9.0.post0
     #   localstack-core
     #   moto-ext
     #   opensearch-py
-python-dotenv==1.2.1
+python-dotenv==1.2.2
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
@@ -288,7 +288,7 @@ referencing==0.36.2
     #   jsonschema
     #   jsonschema-path
     #   jsonschema-specifications
-regex==2026.2.19
+regex==2026.2.28
     # via cfn-lint
 requests==2.32.5
     # via
diff --git a/requirements-test.txt b/requirements-test.txt
index 42b7f7a8e7147..25d17b3e1118b 100644
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -31,11 +31,11 @@ attrs==25.4.0
     #   referencing
 aws-cdk-asset-awscli-v1==2.2.263
     # via aws-cdk-lib
-aws-cdk-asset-node-proxy-agent-v6==2.1.0
+aws-cdk-asset-node-proxy-agent-v6==2.1.1
     # via aws-cdk-lib
-aws-cdk-cloud-assembly-schema==50.4.0
+aws-cdk-cloud-assembly-schema==52.2.0
     # via aws-cdk-lib
-aws-cdk-lib==2.240.0
+aws-cdk-lib==2.241.0
     # via localstack-core (pyproject.toml)
 aws-sam-translator==1.107.0
     # via
@@ -62,7 +62,7 @@ botocore==1.42.59
     #   localstack-core
     #   moto-ext
     #   s3transfer
-cachetools==7.0.1
+cachetools==7.0.2
     # via
     #   airspeed-ext
     #   localstack-core
@@ -71,7 +71,7 @@ cattrs==25.3.0
     # via jsii
 cbor2==5.8.0
     # via localstack-core
-certifi==2026.1.4
+certifi==2026.2.25
     # via
     #   httpcore
     #   httpx
@@ -79,7 +79,7 @@ certifi==2026.1.4
     #   requests
 cffi==2.0.0
     # via cryptography
-cfn-lint==1.45.0
+cfn-lint==1.46.0
     # via moto-ext
 charset-normalizer==3.4.4
     # via requests
@@ -129,7 +129,7 @@ events==0.5
     # via opensearch-py
 graphql-core==3.2.7
     # via moto-ext
-grpcio==1.78.1
+grpcio==1.78.0
     # via opensearch-protobufs
 h11==0.16.0
     # via
@@ -176,11 +176,11 @@ jmespath==1.1.0
     # via
     #   boto3
     #   botocore
-joserfc==1.6.2
+joserfc==1.6.3
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core
-jsii==1.126.0
+jsii==1.127.0
     # via
     #   aws-cdk-asset-awscli-v1
     #   aws-cdk-asset-node-proxy-agent-v6
@@ -238,11 +238,11 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.24
+moto-ext==5.1.25
     # via localstack-core
 mpmath==1.3.0
     # via sympy
-multipart==1.3.0
+multipart==1.3.1
     # via moto-ext
 networkx==3.6.1
     # via cfn-lint
@@ -287,7 +287,7 @@ priority==1.3.0
     # via
     #   hypercorn
     #   localstack-twisted
-protobuf==6.33.5
+protobuf==7.34.0
     # via opensearch-protobufs
 psutil==7.2.2
     # via
@@ -346,7 +346,7 @@ python-dateutil==2.9.0.post0
     #   localstack-core
     #   moto-ext
     #   opensearch-py
-python-dotenv==1.2.1
+python-dotenv==1.2.2
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
@@ -366,7 +366,7 @@ referencing==0.36.2
     #   jsonschema
     #   jsonschema-path
     #   jsonschema-specifications
-regex==2026.2.19
+regex==2026.2.28
     # via cfn-lint
 requests==2.32.5
     # via
diff --git a/requirements-typehint.txt b/requirements-typehint.txt
index 0939c6fe0fdcb..59571e7a6ca8a 100644
--- a/requirements-typehint.txt
+++ b/requirements-typehint.txt
@@ -6,6 +6,8 @@
 #
 airspeed-ext==0.6.9
     # via localstack-core
+annotated-doc==0.0.4
+    # via typer
 annotated-types==0.7.0
     # via pydantic
 antlr4-python3-runtime==4.13.2
@@ -31,11 +33,11 @@ attrs==25.4.0
     #   referencing
 aws-cdk-asset-awscli-v1==2.2.263
     # via aws-cdk-lib
-aws-cdk-asset-node-proxy-agent-v6==2.1.0
+aws-cdk-asset-node-proxy-agent-v6==2.1.1
     # via aws-cdk-lib
-aws-cdk-cloud-assembly-schema==50.4.0
+aws-cdk-cloud-assembly-schema==52.2.0
     # via aws-cdk-lib
-aws-cdk-lib==2.240.0
+aws-cdk-lib==2.241.0
     # via localstack-core
 aws-sam-translator==1.107.0
     # via
@@ -54,7 +56,7 @@ boto3==1.42.59
     #   kclpy-ext
     #   localstack-core
     #   moto-ext
-boto3-stubs==1.42.55
+boto3-stubs==1.42.59
     # via localstack-core (pyproject.toml)
 botocore==1.42.59
     # via
@@ -66,7 +68,7 @@ botocore==1.42.59
     #   s3transfer
 botocore-stubs==1.42.41
     # via boto3-stubs
-cachetools==7.0.1
+cachetools==7.0.2
     # via
     #   airspeed-ext
     #   localstack-core
@@ -75,7 +77,7 @@ cattrs==25.3.0
     # via jsii
 cbor2==5.8.0
     # via localstack-core
-certifi==2026.1.4
+certifi==2026.2.25
     # via
     #   httpcore
     #   httpx
@@ -85,7 +87,7 @@ cffi==2.0.0
     # via cryptography
 cfgv==3.5.0
     # via pre-commit
-cfn-lint==1.45.0
+cfn-lint==1.46.0
     # via moto-ext
 charset-normalizer==3.4.4
     # via requests
@@ -94,6 +96,7 @@ click==8.3.1
     #   deptry
     #   localstack-core
     #   localstack-core (pyproject.toml)
+    #   typer
 colorama==0.4.6
     # via awscli
 constantly==23.10.4
@@ -104,7 +107,7 @@ coverage==7.13.4
     # via
     #   coveralls
     #   localstack-core
-coveralls==4.0.2
+coveralls==4.1.0
     # via localstack-core
 crontab==1.0.5
     # via localstack-core
@@ -140,17 +143,17 @@ docker==7.1.0
     # via
     #   localstack-core
     #   moto-ext
-docopt==0.6.2
-    # via coveralls
 docutils==0.19
     # via awscli
 events==0.5
     # via opensearch-py
-filelock==3.24.3
-    # via virtualenv
+filelock==3.25.0
+    # via
+    #   python-discovery
+    #   virtualenv
 graphql-core==3.2.7
     # via moto-ext
-grpcio==1.78.1
+grpcio==1.78.0
     # via opensearch-protobufs
 h11==0.16.0
     # via
@@ -174,7 +177,7 @@ hyperframe==6.1.0
     # via h2
 hyperlink==21.0.0
     # via localstack-twisted
-identify==2.6.16
+identify==2.6.17
     # via pre-commit
 idna==3.11
     # via
@@ -199,11 +202,11 @@ jmespath==1.1.0
     # via
     #   boto3
     #   botocore
-joserfc==1.6.2
+joserfc==1.6.3
     # via moto-ext
 jpype1==1.6.0
     # via localstack-core
-jsii==1.126.0
+jsii==1.127.0
     # via
     #   aws-cdk-asset-awscli-v1
     #   aws-cdk-asset-node-proxy-agent-v6
@@ -263,11 +266,11 @@ mdurl==0.1.2
     # via markdown-it-py
 more-itertools==10.8.0
     # via openapi-core
-moto-ext==5.1.24
+moto-ext==5.1.25
     # via localstack-core
 mpmath==1.3.0
     # via sympy
-multipart==1.3.0
+multipart==1.3.1
     # via moto-ext
 mypy==1.19.1
     # via localstack-core
@@ -295,7 +298,7 @@ mypy-boto3-autoscaling==1.42.33
     # via boto3-stubs
 mypy-boto3-backup==1.42.3
     # via boto3-stubs
-mypy-boto3-batch==1.42.47
+mypy-boto3-batch==1.42.59
     # via boto3-stubs
 mypy-boto3-ce==1.42.28
     # via boto3-stubs
@@ -307,7 +310,7 @@ mypy-boto3-cloudfront==1.42.40
     # via boto3-stubs
 mypy-boto3-cloudtrail==1.42.3
     # via boto3-stubs
-mypy-boto3-cloudwatch==1.42.49
+mypy-boto3-cloudwatch==1.42.56
     # via boto3-stubs
 mypy-boto3-codebuild==1.42.3
     # via boto3-stubs
@@ -323,7 +326,7 @@ mypy-boto3-codestar-connections==1.42.3
     # via boto3-stubs
 mypy-boto3-cognito-identity==1.42.3
     # via boto3-stubs
-mypy-boto3-cognito-idp==1.42.37
+mypy-boto3-cognito-idp==1.42.59
     # via boto3-stubs
 mypy-boto3-dms==1.42.3
     # via boto3-stubs
@@ -333,11 +336,11 @@ mypy-boto3-dynamodb==1.42.55
     # via boto3-stubs
 mypy-boto3-dynamodbstreams==1.42.3
     # via boto3-stubs
-mypy-boto3-ec2==1.42.51
+mypy-boto3-ec2==1.42.58
     # via boto3-stubs
-mypy-boto3-ecr==1.42.53
+mypy-boto3-ecr==1.42.57
     # via boto3-stubs
-mypy-boto3-ecs==1.42.54
+mypy-boto3-ecs==1.42.58
     # via boto3-stubs
 mypy-boto3-efs==1.42.3
     # via boto3-stubs
@@ -353,7 +356,7 @@ mypy-boto3-emr==1.42.3
     # via boto3-stubs
 mypy-boto3-emr-serverless==1.42.23
     # via boto3-stubs
-mypy-boto3-es==1.42.3
+mypy-boto3-es==1.42.56
     # via boto3-stubs
 mypy-boto3-events==1.42.3
     # via boto3-stubs
@@ -397,9 +400,9 @@ mypy-boto3-mq==1.42.3
     # via boto3-stubs
 mypy-boto3-mwaa==1.42.3
     # via boto3-stubs
-mypy-boto3-neptune==1.42.3
+mypy-boto3-neptune==1.42.57
     # via boto3-stubs
-mypy-boto3-opensearch==1.42.13
+mypy-boto3-opensearch==1.42.56
     # via boto3-stubs
 mypy-boto3-organizations==1.42.41
     # via boto3-stubs
@@ -463,7 +466,7 @@ mypy-boto3-transcribe==1.42.25
     # via boto3-stubs
 mypy-boto3-verifiedpermissions==1.42.33
     # via boto3-stubs
-mypy-boto3-wafv2==1.42.3
+mypy-boto3-wafv2==1.42.57
     # via boto3-stubs
 mypy-boto3-xray==1.42.3
     # via boto3-stubs
@@ -508,7 +511,9 @@ pathable==0.4.4
 pathspec==1.0.4
     # via mypy
 platformdirs==4.9.2
-    # via virtualenv
+    # via
+    #   python-discovery
+    #   virtualenv
 pluggy==1.6.0
     # via
     #   localstack-core
@@ -530,7 +535,7 @@ priority==1.3.0
     # via
     #   hypercorn
     #   localstack-twisted
-protobuf==6.33.5
+protobuf==7.34.0
     # via opensearch-protobufs
 psutil==7.2.2
     # via
@@ -554,6 +559,7 @@ pydantic==2.12.5
     # via
     #   aws-sam-translator
     #   localstack-core
+    #   openapi-spec-validator
 pydantic-core==2.41.5
     # via pydantic
 pygments==2.19.2
@@ -591,7 +597,9 @@ python-dateutil==2.9.0.post0
     #   localstack-core
     #   moto-ext
     #   opensearch-py
-python-dotenv==1.2.1
+python-discovery==1.1.0
+    # via virtualenv
+python-dotenv==1.2.2
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
@@ -612,7 +620,7 @@ referencing==0.36.2
     #   jsonschema
     #   jsonschema-path
     #   jsonschema-specifications
-regex==2026.2.19
+regex==2026.2.28
     # via cfn-lint
 requests==2.32.5
     # via
@@ -641,6 +649,7 @@ rich==14.3.3
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
+    #   typer
 rolo==0.8.1
     # via localstack-core
 rpds-py==0.30.0
@@ -651,7 +660,7 @@ rsa==4.7.2
     # via awscli
 rstr==3.2.2
     # via localstack-core
-ruff==0.15.2
+ruff==0.15.4
     # via localstack-core
 s3transfer==0.16.0
     # via
@@ -661,6 +670,8 @@ semver==3.0.4
     # via
     #   localstack-core
     #   localstack-core (pyproject.toml)
+shellingham==1.5.4
+    # via typer
 six==1.17.0
     # via
     #   airspeed-ext
@@ -677,6 +688,8 @@ typeguard==2.13.3
     #   aws-cdk-lib
     #   constructs
     #   jsii
+typer==0.24.1
+    # via coveralls
 types-awscrt==0.31.2
     # via botocore-stubs
 types-s3transfer==0.16.0
@@ -705,7 +718,7 @@ urllib3==2.6.3
     #   opensearch-py
     #   requests
     #   responses
-virtualenv==20.39.0
+virtualenv==21.1.0
     # via pre-commit
 watchdog==6.0.0
     # via localstack-core

From ada377c2c63ac89f968cb31627a0d1a1dabb8284 Mon Sep 17 00:00:00 2001
From: Daniel Fangl <daniel.fangl@localstack.cloud>
Date: Tue, 3 Mar 2026 13:54:23 +0100
Subject: [PATCH 686/697] Prepare support for EU sovereign partition (#13661)

---
 .../localstack/services/cloudformation/provider.py         | 7 ++++---
 localstack-core/localstack/services/sns/publisher.py       | 2 +-
 localstack-core/localstack/utils/aws/arns.py               | 1 +
 localstack-core/localstack/utils/aws/aws_stack.py          | 7 +++++--
 4 files changed, 11 insertions(+), 6 deletions(-)

diff --git a/localstack-core/localstack/services/cloudformation/provider.py b/localstack-core/localstack/services/cloudformation/provider.py
index 786115cca391c..8335084903fc1 100644
--- a/localstack-core/localstack/services/cloudformation/provider.py
+++ b/localstack-core/localstack/services/cloudformation/provider.py
@@ -123,6 +123,7 @@
 )
 from localstack.services.plugins import ServiceLifecycleHook
 from localstack.state import StateVisitor
+from localstack.utils.aws.arns import ARN_PARTITION_REGEX
 from localstack.utils.collections import (
     remove_attributes,
     select_attributes,
@@ -134,13 +135,13 @@
 LOG = logging.getLogger(__name__)
 
 ARN_CHANGESET_REGEX = re.compile(
-    r"arn:(aws|aws-us-gov|aws-cn):cloudformation:[-a-zA-Z0-9]+:\d{12}:changeSet/[a-zA-Z][-a-zA-Z0-9]*/[-a-zA-Z0-9:/._+]+"
+    rf"{ARN_PARTITION_REGEX}:cloudformation:[-a-zA-Z0-9]+:\d{{12}}:changeSet/[a-zA-Z][-a-zA-Z0-9]*/[-a-zA-Z0-9:/._+]+"
 )
 ARN_STACK_REGEX = re.compile(
-    r"arn:(aws|aws-us-gov|aws-cn):cloudformation:[-a-zA-Z0-9]+:\d{12}:stack/[a-zA-Z][-a-zA-Z0-9]*/[-a-zA-Z0-9:/._+]+"
+    rf"{ARN_PARTITION_REGEX}:cloudformation:[-a-zA-Z0-9]+:\d{{12}}:stack/[a-zA-Z][-a-zA-Z0-9]*/[-a-zA-Z0-9:/._+]+"
 )
 ARN_STACK_SET_REGEX = re.compile(
-    r"arn:(aws|aws-us-gov|aws-cn):cloudformation:[-a-zA-Z0-9]+:\d{12}:stack-set/[a-zA-Z][-a-zA-Z0-9]*/[-a-zA-Z0-9:/._+]+"
+    rf"{ARN_PARTITION_REGEX}:cloudformation:[-a-zA-Z0-9]+:\d{{12}}:stack-set/[a-zA-Z][-a-zA-Z0-9]*/[-a-zA-Z0-9:/._+]+"
 )
 
 
diff --git a/localstack-core/localstack/services/sns/publisher.py b/localstack-core/localstack/services/sns/publisher.py
index f26f6a4ec6581..f3589df6fc20d 100644
--- a/localstack-core/localstack/services/sns/publisher.py
+++ b/localstack-core/localstack/services/sns/publisher.py
@@ -878,7 +878,7 @@ def get_application_platform_arn_from_endpoint_arn(endpoint_arn: str) -> str:
     parsed_arn = parse_arn(endpoint_arn)
 
     _, platform_type, app_name, _ = parsed_arn["resource"].split("/")
-    base_arn = f"arn:aws:sns:{parsed_arn['region']}:{parsed_arn['account']}"
+    base_arn = f"arn:{parsed_arn['partition']}:sns:{parsed_arn['region']}:{parsed_arn['account']}"
     return f"{base_arn}:app/{platform_type}/{app_name}"
 
 
diff --git a/localstack-core/localstack/utils/aws/arns.py b/localstack-core/localstack/utils/aws/arns.py
index 2addc9f7d6001..01ada4a2f0d60 100644
--- a/localstack-core/localstack/utils/aws/arns.py
+++ b/localstack-core/localstack/utils/aws/arns.py
@@ -22,6 +22,7 @@
     "us-gov-": "aws-us-gov",
     "us-iso-": "aws-iso",
     "us-isob-": "aws-iso-b",
+    "eusc-": "aws-eusc",
 }
 PARTITION_NAMES = list(REGION_PREFIX_TO_PARTITION.values()) + [DEFAULT_PARTITION]
 ARN_PARTITION_REGEX = r"^arn:(" + "|".join(sorted(PARTITION_NAMES)) + ")"
diff --git a/localstack-core/localstack/utils/aws/aws_stack.py b/localstack-core/localstack/utils/aws/aws_stack.py
index 454ee89561b68..f03bbeb268a05 100644
--- a/localstack-core/localstack/utils/aws/aws_stack.py
+++ b/localstack-core/localstack/utils/aws/aws_stack.py
@@ -35,8 +35,11 @@ def get_valid_regions():
 def get_valid_regions_for_service(service_name):
     session = boto3.Session()
     regions = list(session.get_available_regions(service_name))
-    regions.extend(session.get_available_regions("cloudwatch", partition_name="aws-us-gov"))
-    regions.extend(session.get_available_regions("cloudwatch", partition_name="aws-cn"))
+    for partition in session.get_available_partitions():
+        # handle default partition separately for now.
+        # We use cloudwatch as service here to avoid missing botocore updates preventing service access for non-default partitions
+        if partition != "aws":
+            regions.extend(session.get_available_regions("cloudwatch", partition_name=partition))
     return regions
 
 

From 3e325fceb09ab1197eae0ca6b0fafac1bf0396e1 Mon Sep 17 00:00:00 2001
From: Misha Tiurin <650819+tiurin@users.noreply.github.com>
Date: Wed, 4 Mar 2026 11:41:16 +0100
Subject: [PATCH 687/697] feat(stepfunctions): Add Parallel state support for
 StepFunctions TestState API (#13861)

---
 .../asl/component/state/state.py              |   2 +-
 .../state/state_choice/state_choice.py        |   2 +-
 .../state/state_execution/execute_state.py    |   2 +-
 .../state_execution/state_map/state_map.py    |   2 +-
 .../component/state/state_pass/state_pass.py  |   2 +-
 .../asl/component/test_state/state/common.py  |   2 +-
 .../component/test_state/state/execution.py   |   2 +-
 .../asl/component/test_state/state/map.py     |   5 +-
 .../component/test_state/state/parallel.py    |  33 +++
 .../asl/parse/test_state/preprocessor.py      |  13 +
 .../test_state/test_state_analyser.py         |  18 ++
 .../statemachines/base_parallel_state.json5   |  24 ++
 .../io_jsonata_parallel_state.json5           |  30 ++
 .../statemachines/io_parallel_state.json5     |  27 ++
 .../test_state/test_state_templates.py        |  10 +
 .../test_state/test_state_mock_validation.py  |  60 ++++
 .../test_state_mock_validation.snapshot.json  |  64 +++++
 ...test_state_mock_validation.validation.json | 100 ++++---
 .../test_test_state_mock_scenarios.py         |  72 +++++
 ...st_test_state_mock_scenarios.snapshot.json | 259 ++++++++++++++++++
 ..._test_state_mock_scenarios.validation.json | 109 +++++++-
 21 files changed, 781 insertions(+), 57 deletions(-)
 create mode 100644 localstack-core/localstack/services/stepfunctions/asl/component/test_state/state/parallel.py
 create mode 100644 tests/aws/services/stepfunctions/templates/test_state/statemachines/base_parallel_state.json5
 create mode 100644 tests/aws/services/stepfunctions/templates/test_state/statemachines/io_jsonata_parallel_state.json5
 create mode 100644 tests/aws/services/stepfunctions/templates/test_state/statemachines/io_parallel_state.json5

diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state.py
index fe28c07e41e44..3c63a235aef63 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state.py
@@ -134,7 +134,7 @@ def _set_next(self, env: Environment) -> None:
         else:
             LOG.error("Could not handle ContinueWith type of '%s'.", type(self.continue_with))
 
-    def _is_language_query_jsonpath(self) -> bool:
+    def is_jsonpath_query_language(self) -> bool:
         return self.query_language.query_language_mode == QueryLanguageMode.JSONPath
 
     def _get_state_entered_event_details(self, env: Environment) -> StateEnteredEventDetails:
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_choice/state_choice.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_choice/state_choice.py
index a0e84ef6f170b..2f4bd50b26eac 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_choice/state_choice.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_choice/state_choice.py
@@ -66,7 +66,7 @@ def _eval_state_output(self, env: Environment) -> None:
                 self.output.eval(env=env)
 
         # Handle legacy output sequences if in JsonPath mode.
-        if self._is_language_query_jsonpath():
+        if self.is_jsonpath_query_language():
             if self.output_path:
                 self.output_path.eval(env=env)
             else:
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/execute_state.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/execute_state.py
index e1e1af201f033..ee8025370db6d 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/execute_state.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/execute_state.py
@@ -200,7 +200,7 @@ def _exec_and_notify():
         execution_output = execution_outputs.pop()
         env.stack.append(execution_output)
 
-        if not self._is_language_query_jsonpath():
+        if not self.is_jsonpath_query_language():
             env.states.set_result(execution_output)
 
         if self.assign_decl:
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/state_map.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/state_map.py
index 67a67c20e85af..80a0bbbbbff8d 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/state_map.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_execution/state_map/state_map.py
@@ -122,7 +122,7 @@ def __init__(self):
 
     def from_state_props(self, state_props: StateProps) -> None:
         super().from_state_props(state_props)
-        if self._is_language_query_jsonpath():
+        if self.is_jsonpath_query_language():
             self.items = None
             self.items_path = state_props.get(ItemsPath) or ItemsPath(
                 string_sampler=StringJsonPath(JSONPATH_ROOT_PATH)
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_pass/state_pass.py b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_pass/state_pass.py
index 7a5b4a8e227fc..9a522df47157d 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/state/state_pass/state_pass.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/state/state_pass/state_pass.py
@@ -46,7 +46,7 @@ def _eval_state(self, env: Environment) -> None:
         if self.result:
             self.result.eval(env=env)
 
-        if not self._is_language_query_jsonpath():
+        if not self.is_jsonpath_query_language():
             output_value = env.stack[-1]
             env.states.set_result(output_value)
 
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/test_state/state/common.py b/localstack-core/localstack/services/stepfunctions/asl/component/test_state/state/common.py
index 467a374aff21a..d56b009d7bee4 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/test_state/state/common.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/test_state/state/common.py
@@ -20,7 +20,7 @@ class MockedCommonState(MockedBaseState[CommonStateField]):
     def add_inspection_data(self, env: TestStateEnvironment):
         state = self._wrapped
 
-        if state._is_language_query_jsonpath():
+        if state.is_jsonpath_query_language():
             self._add_jsonpath_inspection_data(env)
 
     def _add_jsonpath_inspection_data(self, env: TestStateEnvironment):
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/test_state/state/execution.py b/localstack-core/localstack/services/stepfunctions/asl/component/test_state/state/execution.py
index f7f1e51007102..831f07b481f3d 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/test_state/state/execution.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/test_state/state/execution.py
@@ -32,7 +32,7 @@ def add_inspection_data(self, env: TestStateEnvironment):
                 # HACK: A DistributedItemProcessorEvalInput is added to the stack and never popped off
                 # during an error case. So we need to check the inspected value is correct before
                 # adding it to our inspectionData.
-                if isinstance(env.stack[-1], (dict, str, int, float)):
+                if isinstance(env.stack[-1], (dict, str, int, float, list)):
                     env.inspection_data["afterResultSelector"] = to_json_str(env.stack[-1])
 
         if catch := self._wrapped.catch:
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/test_state/state/map.py b/localstack-core/localstack/services/stepfunctions/asl/component/test_state/state/map.py
index c0307f464aba7..9c76e934cc336 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/component/test_state/state/map.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/test_state/state/map.py
@@ -1,9 +1,6 @@
 from localstack.services.stepfunctions.asl.component.common.error_name.states_error_name_type import (
     StatesErrorNameType,
 )
-from localstack.services.stepfunctions.asl.component.common.query_language import (
-    QueryLanguageMode,
-)
 from localstack.services.stepfunctions.asl.component.state.state_execution.state_map.state_map import (
     StateMap,
 )
@@ -50,7 +47,7 @@ def before_mock(cls, env: TestStateEnvironment):
     def _apply_patches(self):
         self._wrapped = MockedStateExecution.wrap(self._wrapped)
 
-        if self._wrapped.query_language.query_language_mode == QueryLanguageMode.JSONPath:
+        if self._wrapped.is_jsonpath_query_language():
             self._eval_with_inspect(self._wrapped.items_path, "afterInputPath")
             self._eval_with_inspect(self._wrapped.item_selector, "afterItemsSelector")
 
diff --git a/localstack-core/localstack/services/stepfunctions/asl/component/test_state/state/parallel.py b/localstack-core/localstack/services/stepfunctions/asl/component/test_state/state/parallel.py
new file mode 100644
index 0000000000000..caefc6e7fff96
--- /dev/null
+++ b/localstack-core/localstack/services/stepfunctions/asl/component/test_state/state/parallel.py
@@ -0,0 +1,33 @@
+from localstack.services.stepfunctions.asl.component.state.state_execution.state_parallel.state_parallel import (
+    StateParallel,
+)
+from localstack.services.stepfunctions.asl.component.test_state.state.base_mock import (
+    MockedBaseState,
+)
+from localstack.services.stepfunctions.asl.component.test_state.state.execution import (
+    MockedStateExecution,
+)
+from localstack.services.stepfunctions.asl.eval.test_state.environment import TestStateEnvironment
+
+
+class MockedStateParallel(MockedBaseState[StateParallel]):
+    def _apply_patches(self):
+        self._wrapped = MockedStateExecution.wrap(self._wrapped)
+
+        original_branches_eval_body = self._wrapped.branches._eval_body
+        original_eval_execution = self._wrapped._eval_execution
+
+        self._wrapped._eval_execution = self.wrap_with_post_return(
+            method=original_eval_execution,
+            post_return_fn=self.add_inspection_data,
+        )
+
+        self._wrapped.branches._eval_body = self.wrap_with_mock(original_branches_eval_body)
+
+    def add_inspection_data(self, env: TestStateEnvironment):
+        if self._wrapped.is_jsonpath_query_language():
+            # AWS does not include afterInputPath in inspection data for Parallel states.
+            env.inspection_data.pop("afterInputPath", None)
+        else:
+            # AWS does not include afterArguments in inspection data for Parallel states.
+            env.inspection_data.pop("afterArguments", None)
diff --git a/localstack-core/localstack/services/stepfunctions/asl/parse/test_state/preprocessor.py b/localstack-core/localstack/services/stepfunctions/asl/parse/test_state/preprocessor.py
index b86cf12750c38..8b8e99b6319d5 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/parse/test_state/preprocessor.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/parse/test_state/preprocessor.py
@@ -37,6 +37,9 @@
     ToleratedFailurePercentagePath,
     ToleratedFailurePercentageStringJSONata,
 )
+from localstack.services.stepfunctions.asl.component.state.state_execution.state_parallel.state_parallel import (
+    StateParallel,
+)
 from localstack.services.stepfunctions.asl.component.state.state_execution.state_task.state_task import (
     StateTask,
 )
@@ -55,6 +58,9 @@
 from localstack.services.stepfunctions.asl.component.test_state.state.map import (
     MockedStateMap,
 )
+from localstack.services.stepfunctions.asl.component.test_state.state.parallel import (
+    MockedStateParallel,
+)
 from localstack.services.stepfunctions.asl.component.test_state.state.task import (
     MockedStateTask,
 )
@@ -98,6 +104,8 @@ def wrapper(env: TestStateEnvironment, *args, **kwargs):
 def _decorate_state_field(state_field: CommonStateField, is_single_state: bool = False) -> None:
     if isinstance(state_field, StateMap):
         MockedStateMap.wrap(state_field, is_single_state)
+    elif isinstance(state_field, StateParallel):
+        MockedStateParallel.wrap(state_field, is_single_state)
     elif isinstance(state_field, StateTask):
         MockedStateTask.wrap(state_field, is_single_state)
     elif isinstance(state_field, (StateChoice, StatePass, StateFail, StateSucceed)):
@@ -113,6 +121,11 @@ def find_state(state_name: str, states: dict[str, CommonStateField]) -> CommonSt
             found_state = find_state(state_name, state.iteration_component._states.states)
             if found_state:
                 return found_state
+        elif isinstance(state, StateParallel):
+            for program in state.branches.programs:
+                found_state = find_state(state_name, program.states.states)
+                if found_state:
+                    return found_state
 
 
 class TestStatePreprocessor(Preprocessor):
diff --git a/localstack-core/localstack/services/stepfunctions/asl/static_analyser/test_state/test_state_analyser.py b/localstack-core/localstack/services/stepfunctions/asl/static_analyser/test_state/test_state_analyser.py
index c7340b300acee..6072bbe4457fa 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/static_analyser/test_state/test_state_analyser.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/static_analyser/test_state/test_state_analyser.py
@@ -65,6 +65,7 @@ def __init__(self, state_name: StateName | None = None):
         StateType.Succeed,
         StateType.Fail,
         StateType.Map,
+        StateType.Parallel,
     }
 
     @staticmethod
@@ -122,6 +123,11 @@ def validate_mock(test_state_input: TestStateInput) -> None:
                 mock_result=mock_result, test_state=test_state
             )
 
+        if isinstance(test_state, StateParallel):
+            TestStateStaticAnalyser.validate_mock_result_matches_parallel_definition(
+                mock_result=mock_result, test_state=test_state
+            )
+
         if isinstance(test_state, StateTaskService):
             field_validation_mode = mock_input.get(
                 "fieldValidationMode", MockResponseValidationMode.STRICT
@@ -156,6 +162,18 @@ def validate_mock_result_matches_map_definition(mock_result: Any, test_state: St
         if test_state.result_writer is None and not isinstance(mock_result, list):
             raise ValidationException("Mocked result must be an array.")
 
+    @staticmethod
+    def validate_mock_result_matches_parallel_definition(
+        mock_result: Any, test_state: StateParallel
+    ):
+        if not isinstance(mock_result, list):
+            raise ValidationException("Mocked result must be an array.")
+
+        if len(mock_result) != len(test_state.branches.programs):
+            raise ValidationException(
+                "Mocked result must contain the same number of items as number of Parallel branches."
+            )
+
     @staticmethod
     def validate_mock_result_matches_api_shape(
         mock_result: Any,
diff --git a/tests/aws/services/stepfunctions/templates/test_state/statemachines/base_parallel_state.json5 b/tests/aws/services/stepfunctions/templates/test_state/statemachines/base_parallel_state.json5
new file mode 100644
index 0000000000000..adc0ad0afc803
--- /dev/null
+++ b/tests/aws/services/stepfunctions/templates/test_state/statemachines/base_parallel_state.json5
@@ -0,0 +1,24 @@
+{
+  "Type": "Parallel",
+  "Branches": [
+    {
+      "StartAt": "B1",
+      "States": {
+        "B1": {
+          "Type": "Pass",
+          "End": true
+        }
+      }
+    },
+    {
+      "StartAt": "B2",
+      "States": {
+        "B2": {
+          "Type": "Pass",
+          "End": true
+        }
+      }
+    }
+  ],
+  "End": true
+}
diff --git a/tests/aws/services/stepfunctions/templates/test_state/statemachines/io_jsonata_parallel_state.json5 b/tests/aws/services/stepfunctions/templates/test_state/statemachines/io_jsonata_parallel_state.json5
new file mode 100644
index 0000000000000..419fb7b0415a3
--- /dev/null
+++ b/tests/aws/services/stepfunctions/templates/test_state/statemachines/io_jsonata_parallel_state.json5
@@ -0,0 +1,30 @@
+{
+  "Type": "Parallel",
+  "QueryLanguage": "JSONata",
+  "Arguments": "{% $states.input.parallelInput %}",
+  "Output": {
+    "parallelInput": "{% $states.input.parallelInput %}",
+    "parallelResult": "{% $states.result %}"
+  },
+  "Branches": [
+    {
+      "StartAt": "B1",
+      "States": {
+        "B1": {
+          "Type": "Pass",
+          "End": true
+        }
+      }
+    },
+    {
+      "StartAt": "B2",
+      "States": {
+        "B2": {
+          "Type": "Pass",
+          "End": true
+        }
+      }
+    }
+  ],
+  "End": true
+}
diff --git a/tests/aws/services/stepfunctions/templates/test_state/statemachines/io_parallel_state.json5 b/tests/aws/services/stepfunctions/templates/test_state/statemachines/io_parallel_state.json5
new file mode 100644
index 0000000000000..6817565bfeb60
--- /dev/null
+++ b/tests/aws/services/stepfunctions/templates/test_state/statemachines/io_parallel_state.json5
@@ -0,0 +1,27 @@
+{
+  "Type": "Parallel",
+  "InputPath": "$.parallelInput",
+  "ResultPath": "$.parallelResult",
+  "OutputPath": "$",
+  "Branches": [
+    {
+      "StartAt": "B1",
+      "States": {
+        "B1": {
+          "Type": "Pass",
+          "End": true
+        }
+      }
+    },
+    {
+      "StartAt": "B2",
+      "States": {
+        "B2": {
+          "Type": "Pass",
+          "End": true
+        }
+      }
+    }
+  ],
+  "End": true
+}
diff --git a/tests/aws/services/stepfunctions/templates/test_state/test_state_templates.py b/tests/aws/services/stepfunctions/templates/test_state/test_state_templates.py
index b534f8859fe01..37b540e1d9e16 100644
--- a/tests/aws/services/stepfunctions/templates/test_state/test_state_templates.py
+++ b/tests/aws/services/stepfunctions/templates/test_state/test_state_templates.py
@@ -89,6 +89,16 @@ class TestStateTemplate(TemplateLoader):
 
     MAP_TASK_STATE: Final[str] = os.path.join(_THIS_FOLDER, "statemachines/map_task_state.json5")
 
+    BASE_PARALLEL_STATE: Final[str] = os.path.join(
+        _THIS_FOLDER, "statemachines/base_parallel_state.json5"
+    )
+    IO_PARALLEL_STATE: Final[str] = os.path.join(
+        _THIS_FOLDER, "statemachines/io_parallel_state.json5"
+    )
+    IO_JSONATA_PARALLEL_STATE: Final[str] = os.path.join(
+        _THIS_FOLDER, "statemachines/io_jsonata_parallel_state.json5"
+    )
+
 
 class TestStateMachineTemplate(TemplateLoader):
     BASE_MULTI_STATE_MACHINE: Final[str] = os.path.join(
diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py b/tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py
index 2b77f45cc1bb3..462b8a58413f6 100644
--- a/tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py
@@ -45,6 +45,7 @@ def test_state_type_does_not_accept_mock(
     STATES_REQUIRING_MOCKS = [
         pytest.param(TST.BASE_MAP_STATE, id="MapState"),
         pytest.param(TST.MAP_TASK_STATE, id="MapTaskState"),
+        pytest.param(TST.BASE_PARALLEL_STATE, id="ParallelState"),
     ]
 
     @markers.aws.validated
@@ -137,3 +138,62 @@ def test_mock_result_is_not_object_on_map_state_with_result_writer(
                 mock=mock,
             )
         sfn_snapshot.match("validation_exception", e.value.response)
+
+    @markers.aws.validated
+    def test_mock_result_is_not_array_on_parallel_state(
+        self,
+        aws_client_no_sync_prefix,
+        sfn_snapshot,
+    ):
+        template = TST.load_sfn_template(TST.BASE_PARALLEL_STATE)
+        definition = json.dumps(template)
+        mock = {"result": json.dumps({"mock": "array is expected but object is provided instead"})}
+        with pytest.raises(Exception) as e:
+            aws_client_no_sync_prefix.stepfunctions.test_state(
+                definition=definition,
+                inspectionLevel=InspectionLevel.TRACE,
+                mock=mock,
+            )
+        sfn_snapshot.match("validation_exception", e.value.response)
+
+    @markers.aws.validated
+    def test_mock_result_array_size_mismatch_on_parallel_state(
+        self,
+        aws_client_no_sync_prefix,
+        sfn_snapshot,
+    ):
+        template = TST.load_sfn_template(TST.BASE_PARALLEL_STATE)
+        definition = json.dumps(template)
+        mock = {"result": json.dumps([{"branch1": "result"}])}
+        with pytest.raises(Exception) as e:
+            aws_client_no_sync_prefix.stepfunctions.test_state(
+                definition=definition,
+                inspectionLevel=InspectionLevel.TRACE,
+                mock=mock,
+            )
+        sfn_snapshot.match("validation_exception", e.value.response)
+
+    @markers.snapshot.skip_snapshot_verify(paths=["$..Error.Message", "$..message"])
+    # ANTLR parser message has different wording but the same meaning as AWS response. Not investing time now to convert to the exact same wording - relying on error code for test.
+    # TODO match wording and hide implementation details (ANTLR)
+    @markers.aws.validated
+    def test_parallel_state_empty_branches(
+        self,
+        aws_client_no_sync_prefix,
+        sfn_snapshot,
+    ):
+        definition = json.dumps(
+            {
+                "Type": "Parallel",
+                "Branches": [],
+                "End": True,
+            }
+        )
+        mock = {"result": json.dumps([])}
+        with pytest.raises(Exception) as e:
+            aws_client_no_sync_prefix.stepfunctions.test_state(
+                definition=definition,
+                inspectionLevel=InspectionLevel.TRACE,
+                mock=mock,
+            )
+        sfn_snapshot.match("validation_exception", e.value.response)
diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.snapshot.json b/tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.snapshot.json
index 56736211805be..c12eab9447825 100644
--- a/tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.snapshot.json
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.snapshot.json
@@ -190,5 +190,69 @@
         }
       }
     }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_state_type_requires_mock[ParallelState]": {
+    "recorded-date": "24-02-2026, 22:49:05",
+    "recorded-content": {
+      "validation_exception": {
+        "Error": {
+          "Code": "InvalidDefinition",
+          "Message": "TestState API does not support Map or Parallel states. Supported state types include: [Task, Wait, Pass, Succeed, Fail, Choice]"
+        },
+        "message": "TestState API does not support Map or Parallel states. Supported state types include: [Task, Wait, Pass, Succeed, Fail, Choice]",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_mock_result_is_not_array_on_parallel_state": {
+    "recorded-date": "24-02-2026, 22:49:05",
+    "recorded-content": {
+      "validation_exception": {
+        "Error": {
+          "Code": "ValidationException",
+          "Message": "Mocked result must be an array."
+        },
+        "message": "Mocked result must be an array.",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_mock_result_array_size_mismatch_on_parallel_state": {
+    "recorded-date": "24-02-2026, 22:49:05",
+    "recorded-content": {
+      "validation_exception": {
+        "Error": {
+          "Code": "ValidationException",
+          "Message": "Mocked result must contain the same number of items as number of Parallel branches."
+        },
+        "message": "Mocked result must contain the same number of items as number of Parallel branches.",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_parallel_state_empty_branches": {
+    "recorded-date": "24-02-2026, 22:49:05",
+    "recorded-content": {
+      "validation_exception": {
+        "Error": {
+          "Code": "InvalidDefinition",
+          "Message": "Invalid State Machine Definition: 'SCHEMA_VALIDATION_FAILED: Value cannot be empty at /States/StateName/Branches'"
+        },
+        "message": "Invalid State Machine Definition: 'SCHEMA_VALIDATION_FAILED: Value cannot be empty at /States/StateName/Branches'",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.validation.json b/tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.validation.json
index fbe92385940ce..521c734b98efa 100644
--- a/tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.validation.json
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.validation.json
@@ -1,6 +1,6 @@
 {
   "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_both_mock_result_and_mock_error_output_are_set": {
-    "last_validated_date": "2025-12-10T00:28:10+00:00",
+    "last_validated_date": "2026-02-27T10:02:37+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
       "call": 0.2,
@@ -8,35 +8,53 @@
       "total": 0.2
     }
   },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_mock_result_array_size_mismatch_on_parallel_state": {
+    "last_validated_date": "2026-02-27T10:02:38+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.21,
+      "teardown": 0.0,
+      "total": 0.21
+    }
+  },
   "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_mock_result_is_not_array_on_map_state_without_result_writer": {
-    "last_validated_date": "2025-12-10T00:28:10+00:00",
+    "last_validated_date": "2026-02-27T10:02:37+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 0.2,
+      "call": 0.19,
       "teardown": 0.0,
-      "total": 0.2
+      "total": 0.19
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_mock_result_is_not_array_on_parallel_state": {
+    "last_validated_date": "2026-02-27T10:02:38+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.19,
+      "teardown": 0.0,
+      "total": 0.19
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_mock_result_is_not_object_on_map_state_with_result_writer": {
-    "last_validated_date": "2025-12-10T00:28:11+00:00",
+    "last_validated_date": "2026-02-27T10:02:37+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 0.22,
+      "call": 0.27,
       "teardown": 0.0,
-      "total": 0.22
+      "total": 0.27
     }
   },
-  "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_reveal_secrets_is_true_and_mock_result_is_set": {
-    "last_validated_date": "2025-12-10T00:28:10+00:00",
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_parallel_state_empty_branches": {
+    "last_validated_date": "2026-02-27T10:02:38+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 0.18,
+      "call": 0.19,
       "teardown": 0.0,
-      "total": 0.18
+      "total": 0.19
     }
   },
-  "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_state_type_does_not_accept_mock[mock_error_output-FailState]": {
-    "last_validated_date": "2025-12-10T00:28:09+00:00",
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_reveal_secrets_is_true_and_mock_result_is_set": {
+    "last_validated_date": "2026-02-27T10:02:37+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
       "call": 0.19,
@@ -44,8 +62,8 @@
       "total": 0.19
     }
   },
-  "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_state_type_does_not_accept_mock[mock_error_output-PassState]": {
-    "last_validated_date": "2025-12-10T00:28:09+00:00",
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_state_type_does_not_accept_mock[mock_error_output-FailState]": {
+    "last_validated_date": "2026-02-27T10:02:36+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
       "call": 0.2,
@@ -53,17 +71,17 @@
       "total": 0.2
     }
   },
-  "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_state_type_does_not_accept_mock[mock_error_output-SucceedState]": {
-    "last_validated_date": "2025-12-10T00:28:09+00:00",
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_state_type_does_not_accept_mock[mock_error_output-PassState]": {
+    "last_validated_date": "2026-02-27T10:02:36+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 0.18,
+      "call": 0.21,
       "teardown": 0.0,
-      "total": 0.18
+      "total": 0.21
     }
   },
-  "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_state_type_does_not_accept_mock[mock_result-FailState]": {
-    "last_validated_date": "2025-12-10T00:28:09+00:00",
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_state_type_does_not_accept_mock[mock_error_output-SucceedState]": {
+    "last_validated_date": "2026-02-27T10:02:36+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
       "call": 0.22,
@@ -71,26 +89,35 @@
       "total": 0.22
     }
   },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_state_type_does_not_accept_mock[mock_result-FailState]": {
+    "last_validated_date": "2026-02-27T10:02:35+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.21,
+      "teardown": 0.0,
+      "total": 0.21
+    }
+  },
   "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_state_type_does_not_accept_mock[mock_result-PassState]": {
-    "last_validated_date": "2025-12-10T00:28:08+00:00",
+    "last_validated_date": "2026-02-27T10:02:35+00:00",
     "durations_in_seconds": {
-      "setup": 0.5,
-      "call": 0.64,
+      "setup": 0.66,
+      "call": 0.71,
       "teardown": 0.0,
-      "total": 1.14
+      "total": 1.37
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_state_type_does_not_accept_mock[mock_result-SucceedState]": {
-    "last_validated_date": "2025-12-10T00:28:09+00:00",
+    "last_validated_date": "2026-02-27T10:02:35+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 0.22,
+      "call": 0.2,
       "teardown": 0.0,
-      "total": 0.22
+      "total": 0.2
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_state_type_requires_mock[MapState]": {
-    "last_validated_date": "2025-12-10T00:28:10+00:00",
+    "last_validated_date": "2026-02-27T10:02:36+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
       "call": 0.19,
@@ -99,12 +126,21 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_state_type_requires_mock[MapTaskState]": {
-    "last_validated_date": "2025-12-10T00:28:10+00:00",
+    "last_validated_date": "2026-02-27T10:02:36+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
-      "call": 0.21,
+      "call": 0.19,
       "teardown": 0.0,
-      "total": 0.21
+      "total": 0.19
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_state_type_requires_mock[ParallelState]": {
+    "last_validated_date": "2026-02-27T10:02:37+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.19,
+      "teardown": 0.0,
+      "total": 0.19
     }
   }
 }
diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py b/tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py
index 74dcb796d324f..2bde8b14988aa 100644
--- a/tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py
@@ -160,6 +160,78 @@ def test_send_sqs_message_success(
         )
         sfn_snapshot.match("test_case_response", test_case_response)
 
+    INSPECTION_LEVELS = [
+        pytest.param(InspectionLevel.INFO, id="INFO"),
+        pytest.param(InspectionLevel.DEBUG, id="DEBUG"),
+        pytest.param(InspectionLevel.TRACE, id="TRACE"),
+    ]
+
+    @markers.aws.validated
+    @pytest.mark.parametrize("inspection_level", INSPECTION_LEVELS)
+    def test_base_parallel_state_mock_success(
+        self,
+        aws_client_no_sync_prefix,
+        sfn_snapshot,
+        inspection_level,
+    ):
+        template = TST.load_sfn_template(TST.BASE_PARALLEL_STATE)
+        definition = json.dumps(template)
+        exec_input = json.dumps({"key": "value"})
+        mock_result = [{"branch1": "result"}, {"branch2": "result"}]
+        mock = {"result": json.dumps(mock_result)}
+
+        test_case_response = aws_client_no_sync_prefix.stepfunctions.test_state(
+            definition=definition,
+            input=exec_input,
+            inspectionLevel=inspection_level,
+            mock=mock,
+        )
+        sfn_snapshot.match("test_case_response", test_case_response)
+
+    @markers.aws.validated
+    @pytest.mark.parametrize("inspection_level", INSPECTION_LEVELS)
+    def test_io_parallel_state_mock_success(
+        self,
+        aws_client_no_sync_prefix,
+        sfn_snapshot,
+        inspection_level,
+    ):
+        template = TST.load_sfn_template(TST.IO_PARALLEL_STATE)
+        definition = json.dumps(template)
+        exec_input = json.dumps({"parallelInput": {"data": "input_value"}})
+        mock_result = [{"branch1": "result"}, {"branch2": "result"}]
+        mock = {"result": json.dumps(mock_result)}
+
+        test_case_response = aws_client_no_sync_prefix.stepfunctions.test_state(
+            definition=definition,
+            input=exec_input,
+            inspectionLevel=inspection_level,
+            mock=mock,
+        )
+        sfn_snapshot.match("test_case_response", test_case_response)
+
+    @markers.aws.validated
+    @pytest.mark.parametrize("inspection_level", INSPECTION_LEVELS)
+    def test_io_jsonata_parallel_state_mock_success(
+        self,
+        aws_client_no_sync_prefix,
+        sfn_snapshot,
+        inspection_level,
+    ):
+        template = TST.load_sfn_template(TST.IO_JSONATA_PARALLEL_STATE)
+        definition = json.dumps(template)
+        exec_input = json.dumps({"parallelInput": {"data": "input_value"}})
+        mock_result = [{"branch1": "result"}, {"branch2": "result"}]
+        mock = {"result": json.dumps(mock_result)}
+
+        test_case_response = aws_client_no_sync_prefix.stepfunctions.test_state(
+            definition=definition,
+            input=exec_input,
+            inspectionLevel=inspection_level,
+            mock=mock,
+        )
+        sfn_snapshot.match("test_case_response", test_case_response)
+
     @markers.aws.validated
     def test_sfn_start_execution_success(
         self,
diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.snapshot.json b/tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.snapshot.json
index 14d5c601a2ca2..64904254aa59c 100644
--- a/tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.snapshot.json
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.snapshot.json
@@ -147,5 +147,264 @@
         }
       }
     }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py::TestStateMockScenarios::test_base_parallel_state_mock_success[INFO]": {
+    "recorded-date": "24-02-2026, 22:49:12",
+    "recorded-content": {
+      "test_case_response": {
+        "output": "[{\"branch1\": \"result\"}, {\"branch2\": \"result\"}]",
+        "status": "SUCCEEDED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py::TestStateMockScenarios::test_base_parallel_state_mock_success[DEBUG]": {
+    "recorded-date": "24-02-2026, 22:49:12",
+    "recorded-content": {
+      "test_case_response": {
+        "inspectionData": {
+          "afterResultPath": "[{\"branch1\": \"result\"}, {\"branch2\": \"result\"}]",
+          "afterResultSelector": "[{\"branch1\": \"result\"}, {\"branch2\": \"result\"}]",
+          "input": {
+            "key": "value"
+          }
+        },
+        "output": "[{\"branch1\": \"result\"}, {\"branch2\": \"result\"}]",
+        "status": "SUCCEEDED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py::TestStateMockScenarios::test_base_parallel_state_mock_success[TRACE]": {
+    "recorded-date": "24-02-2026, 22:49:12",
+    "recorded-content": {
+      "test_case_response": {
+        "inspectionData": {
+          "afterResultPath": "[{\"branch1\": \"result\"}, {\"branch2\": \"result\"}]",
+          "afterResultSelector": "[{\"branch1\": \"result\"}, {\"branch2\": \"result\"}]",
+          "input": {
+            "key": "value"
+          }
+        },
+        "output": "[{\"branch1\": \"result\"}, {\"branch2\": \"result\"}]",
+        "status": "SUCCEEDED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py::TestStateMockScenarios::test_io_parallel_state_mock_success[INFO]": {
+    "recorded-date": "24-02-2026, 22:49:12",
+    "recorded-content": {
+      "test_case_response": {
+        "output": {
+          "parallelInput": {
+            "data": "input_value"
+          },
+          "parallelResult": [
+            {
+              "branch1": "result"
+            },
+            {
+              "branch2": "result"
+            }
+          ]
+        },
+        "status": "SUCCEEDED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py::TestStateMockScenarios::test_io_parallel_state_mock_success[DEBUG]": {
+    "recorded-date": "24-02-2026, 22:49:13",
+    "recorded-content": {
+      "test_case_response": {
+        "inspectionData": {
+          "afterResultPath": {
+            "parallelInput": {
+              "data": "input_value"
+            },
+            "parallelResult": [
+              {
+                "branch1": "result"
+              },
+              {
+                "branch2": "result"
+              }
+            ]
+          },
+          "afterResultSelector": "[{\"branch1\": \"result\"}, {\"branch2\": \"result\"}]",
+          "input": {
+            "parallelInput": {
+              "data": "input_value"
+            }
+          }
+        },
+        "output": {
+          "parallelInput": {
+            "data": "input_value"
+          },
+          "parallelResult": [
+            {
+              "branch1": "result"
+            },
+            {
+              "branch2": "result"
+            }
+          ]
+        },
+        "status": "SUCCEEDED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py::TestStateMockScenarios::test_io_parallel_state_mock_success[TRACE]": {
+    "recorded-date": "24-02-2026, 22:49:13",
+    "recorded-content": {
+      "test_case_response": {
+        "inspectionData": {
+          "afterResultPath": {
+            "parallelInput": {
+              "data": "input_value"
+            },
+            "parallelResult": [
+              {
+                "branch1": "result"
+              },
+              {
+                "branch2": "result"
+              }
+            ]
+          },
+          "afterResultSelector": "[{\"branch1\": \"result\"}, {\"branch2\": \"result\"}]",
+          "input": {
+            "parallelInput": {
+              "data": "input_value"
+            }
+          }
+        },
+        "output": {
+          "parallelInput": {
+            "data": "input_value"
+          },
+          "parallelResult": [
+            {
+              "branch1": "result"
+            },
+            {
+              "branch2": "result"
+            }
+          ]
+        },
+        "status": "SUCCEEDED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py::TestStateMockScenarios::test_io_jsonata_parallel_state_mock_success[INFO]": {
+    "recorded-date": "27-02-2026, 09:29:56",
+    "recorded-content": {
+      "test_case_response": {
+        "output": {
+          "parallelInput": {
+            "data": "input_value"
+          },
+          "parallelResult": [
+            {
+              "branch1": "result"
+            },
+            {
+              "branch2": "result"
+            }
+          ]
+        },
+        "status": "SUCCEEDED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py::TestStateMockScenarios::test_io_jsonata_parallel_state_mock_success[DEBUG]": {
+    "recorded-date": "27-02-2026, 09:29:57",
+    "recorded-content": {
+      "test_case_response": {
+        "inspectionData": {
+          "input": {
+            "parallelInput": {
+              "data": "input_value"
+            }
+          }
+        },
+        "output": {
+          "parallelInput": {
+            "data": "input_value"
+          },
+          "parallelResult": [
+            {
+              "branch1": "result"
+            },
+            {
+              "branch2": "result"
+            }
+          ]
+        },
+        "status": "SUCCEEDED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py::TestStateMockScenarios::test_io_jsonata_parallel_state_mock_success[TRACE]": {
+    "recorded-date": "27-02-2026, 09:29:57",
+    "recorded-content": {
+      "test_case_response": {
+        "inspectionData": {
+          "input": {
+            "parallelInput": {
+              "data": "input_value"
+            }
+          }
+        },
+        "output": {
+          "parallelInput": {
+            "data": "input_value"
+          },
+          "parallelResult": [
+            {
+              "branch1": "result"
+            },
+            {
+              "branch2": "result"
+            }
+          ]
+        },
+        "status": "SUCCEEDED",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.validation.json b/tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.validation.json
index 36b5d46963fcd..507740201862c 100644
--- a/tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.validation.json
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.validation.json
@@ -1,15 +1,33 @@
 {
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py::TestStateMockScenarios::test_base_lambda_service_task_mock_is_not_json_string": {
-    "last_validated_date": "2025-12-03T00:34:13+00:00",
+    "last_validated_date": "2026-02-27T10:03:22+00:00",
     "durations_in_seconds": {
-      "setup": 0.53,
-      "call": 0.71,
+      "setup": 0.52,
+      "call": 0.62,
       "teardown": 0.0,
-      "total": 1.24
+      "total": 1.14
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py::TestStateMockScenarios::test_base_lambda_service_task_mock_success": {
-    "last_validated_date": "2025-12-03T00:34:13+00:00",
+    "last_validated_date": "2026-02-27T10:03:22+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.21,
+      "teardown": 0.0,
+      "total": 0.21
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py::TestStateMockScenarios::test_base_parallel_state_mock_success[DEBUG]": {
+    "last_validated_date": "2026-02-27T10:03:23+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.19,
+      "teardown": 0.0,
+      "total": 0.19
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py::TestStateMockScenarios::test_base_parallel_state_mock_success[INFO]": {
+    "last_validated_date": "2026-02-27T10:03:23+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
       "call": 0.2,
@@ -17,8 +35,17 @@
       "total": 0.2
     }
   },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py::TestStateMockScenarios::test_base_parallel_state_mock_success[TRACE]": {
+    "last_validated_date": "2026-02-27T10:03:24+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.35,
+      "teardown": 0.0,
+      "total": 0.35
+    }
+  },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py::TestStateMockScenarios::test_io_dynamodb_service_task_mock_success[base]": {
-    "last_validated_date": "2025-12-03T00:34:14+00:00",
+    "last_validated_date": "2026-02-27T10:03:22+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
       "call": 0.21,
@@ -27,7 +54,7 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py::TestStateMockScenarios::test_io_dynamodb_service_task_mock_success[io]": {
-    "last_validated_date": "2025-12-03T00:34:14+00:00",
+    "last_validated_date": "2026-02-27T10:03:22+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
       "call": 0.2,
@@ -36,7 +63,16 @@
     }
   },
   "tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py::TestStateMockScenarios::test_io_dynamodb_service_task_mock_success[io_output_path]": {
-    "last_validated_date": "2025-12-03T00:34:14+00:00",
+    "last_validated_date": "2026-02-27T10:03:23+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.21,
+      "teardown": 0.0,
+      "total": 0.21
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py::TestStateMockScenarios::test_io_jsonata_parallel_state_mock_success[DEBUG]": {
+    "last_validated_date": "2026-02-27T10:03:25+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
       "call": 0.2,
@@ -44,8 +80,35 @@
       "total": 0.2
     }
   },
-  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py::TestStateMockScenarios::test_put_events_mock_success": {
-    "last_validated_date": "2025-12-03T00:34:14+00:00",
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py::TestStateMockScenarios::test_io_jsonata_parallel_state_mock_success[INFO]": {
+    "last_validated_date": "2026-02-27T10:03:25+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.19,
+      "teardown": 0.0,
+      "total": 0.19
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py::TestStateMockScenarios::test_io_jsonata_parallel_state_mock_success[TRACE]": {
+    "last_validated_date": "2026-02-27T10:03:25+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.19,
+      "teardown": 0.0,
+      "total": 0.19
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py::TestStateMockScenarios::test_io_parallel_state_mock_success[DEBUG]": {
+    "last_validated_date": "2026-02-27T10:03:24+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.25,
+      "teardown": 0.0,
+      "total": 0.25
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py::TestStateMockScenarios::test_io_parallel_state_mock_success[INFO]": {
+    "last_validated_date": "2026-02-27T10:03:24+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
       "call": 0.2,
@@ -53,8 +116,8 @@
       "total": 0.2
     }
   },
-  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py::TestStateMockScenarios::test_send_sqs_message_success": {
-    "last_validated_date": "2025-12-03T00:34:14+00:00",
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py::TestStateMockScenarios::test_io_parallel_state_mock_success[TRACE]": {
+    "last_validated_date": "2026-02-27T10:03:24+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
       "call": 0.2,
@@ -62,13 +125,31 @@
       "total": 0.2
     }
   },
-  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py::TestStateMockScenarios::test_sfn_start_execution_success": {
-    "last_validated_date": "2025-12-03T00:34:15+00:00",
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py::TestStateMockScenarios::test_put_events_mock_success": {
+    "last_validated_date": "2026-02-27T10:03:23+00:00",
     "durations_in_seconds": {
       "setup": 0.0,
       "call": 0.19,
       "teardown": 0.0,
       "total": 0.19
     }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py::TestStateMockScenarios::test_send_sqs_message_success": {
+    "last_validated_date": "2026-02-27T10:03:23+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.21,
+      "teardown": 0.0,
+      "total": 0.21
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_test_state_mock_scenarios.py::TestStateMockScenarios::test_sfn_start_execution_success": {
+    "last_validated_date": "2026-02-27T10:03:25+00:00",
+    "durations_in_seconds": {
+      "setup": 0.0,
+      "call": 0.21,
+      "teardown": 0.0,
+      "total": 0.21
+    }
   }
 }

From a8c514fb562269709f2c7e8583f9e90f8b5e39b6 Mon Sep 17 00:00:00 2001
From: Misha Tiurin <650819+tiurin@users.noreply.github.com>
Date: Wed, 4 Mar 2026 12:30:28 +0100
Subject: [PATCH 688/697] feat(stepfunctions): Add test state configuration
 validations (#13868)

---
 .../test_state/test_state_analyser.py         | 27 ++++++++++++
 .../services/stepfunctions/provider.py        |  7 ++--
 .../test_state/test_state_mock_validation.py  | 42 +++++++++++++++++++
 .../test_state_mock_validation.snapshot.json  | 32 ++++++++++++++
 ...test_state_mock_validation.validation.json | 18 ++++++++
 5 files changed, 122 insertions(+), 4 deletions(-)

diff --git a/localstack-core/localstack/services/stepfunctions/asl/static_analyser/test_state/test_state_analyser.py b/localstack-core/localstack/services/stepfunctions/asl/static_analyser/test_state/test_state_analyser.py
index 6072bbe4457fa..37a107dbf3a37 100644
--- a/localstack-core/localstack/services/stepfunctions/asl/static_analyser/test_state/test_state_analyser.py
+++ b/localstack-core/localstack/services/stepfunctions/asl/static_analyser/test_state/test_state_analyser.py
@@ -16,6 +16,7 @@
     MockInput,
     MockResponseValidationMode,
     StateName,
+    TestStateConfiguration,
     TestStateInput,
     ValidationException,
 )
@@ -85,6 +86,32 @@ def validate_role_arn_required(
         if isinstance(test_state, StateTask) and mock_input is None:
             raise ValidationException("RoleArn must be specified when testing a Task state")
 
+    @staticmethod
+    def validate_state_configuration(
+        state_configuration: TestStateConfiguration | None, mock_input: MockInput
+    ):
+        if state_configuration is None:
+            return
+
+        if "mapIterationFailureCount" not in state_configuration:
+            return
+
+        if not mock_input:
+            raise ValidationException(
+                "TestState does not support MapIterationFailureCount when a mock is not specified."
+            )
+
+        mock_result_raw = mock_input.get("result")
+        if not mock_result_raw:
+            return
+
+        mock_result = json.loads(mock_result_raw)
+        map_iteration_failure_count = state_configuration["mapIterationFailureCount"]
+        if isinstance(mock_result, list) and map_iteration_failure_count > len(mock_result):
+            raise ValidationException(
+                "Map iteration failure count must be less than or equal to the number of Map iterations"
+            )
+
     @staticmethod
     def validate_mock(test_state_input: TestStateInput) -> None:
         test_program, _ = TestStateAmazonStateLanguageParser.parse(
diff --git a/localstack-core/localstack/services/stepfunctions/provider.py b/localstack-core/localstack/services/stepfunctions/provider.py
index 538e437ce6919..2f18162c73e8e 100644
--- a/localstack-core/localstack/services/stepfunctions/provider.py
+++ b/localstack-core/localstack/services/stepfunctions/provider.py
@@ -1508,11 +1508,10 @@ def test_state(
             raise ValidationException("State not found in definition")
 
         mock_input = request.get("mock")
-        TestStateStaticAnalyser.validate_mock(test_state_input=request)
+        state_configuration = request.get("stateConfiguration")
 
-        if state_configuration := request.get("stateConfiguration"):
-            # TODO: Add validations for this i.e assert len(input) <= failureCount
-            pass
+        TestStateStaticAnalyser.validate_state_configuration(state_configuration, mock_input)
+        TestStateStaticAnalyser.validate_mock(test_state_input=request)
 
         if state_context := request.get("context"):
             # TODO: Add validation ensuring only present if 'mock' is specified
diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py b/tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py
index 462b8a58413f6..88d6741579695 100644
--- a/tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py
@@ -197,3 +197,45 @@ def test_parallel_state_empty_branches(
                 mock=mock,
             )
         sfn_snapshot.match("validation_exception", e.value.response)
+
+    @markers.aws.validated
+    def test_map_iteration_failure_count_without_mock(
+        self,
+        aws_client,
+        aws_client_no_sync_prefix,
+        create_state_machine_iam_role,
+        sfn_snapshot,
+    ):
+        sfn_role_arn = create_state_machine_iam_role(aws_client)
+        template = TST.load_sfn_template(TST.BASE_MAP_STATE)
+        definition = json.dumps(template)
+
+        with pytest.raises(aws_client.stepfunctions.exceptions.ValidationException) as e:
+            aws_client_no_sync_prefix.stepfunctions.test_state(
+                definition=definition,
+                roleArn=sfn_role_arn,
+                stateConfiguration={"mapIterationFailureCount": 0},
+            )
+        sfn_snapshot.match("validation_exception", e.value.response)
+
+    @markers.aws.validated
+    def test_map_iteration_failure_count_exceeds_mock_result_items(
+        self,
+        aws_client,
+        aws_client_no_sync_prefix,
+        create_state_machine_iam_role,
+        sfn_snapshot,
+    ):
+        sfn_role_arn = create_state_machine_iam_role(aws_client)
+        template = TST.load_sfn_template(TST.BASE_MAP_STATE)
+        definition = json.dumps(template)
+
+        with pytest.raises(aws_client.stepfunctions.exceptions.ValidationException) as e:
+            aws_client_no_sync_prefix.stepfunctions.test_state(
+                definition=definition,
+                roleArn=sfn_role_arn,
+                input=json.dumps({"Values": [1, 1, 1]}),
+                stateConfiguration={"mapIterationFailureCount": 4},
+                mock={"result": json.dumps([1, 1, 1])},
+            )
+        sfn_snapshot.match("validation_exception", e.value.response)
diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.snapshot.json b/tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.snapshot.json
index c12eab9447825..a27d32bbcf7b8 100644
--- a/tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.snapshot.json
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.snapshot.json
@@ -254,5 +254,37 @@
         }
       }
     }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_map_iteration_failure_count_without_mock": {
+    "recorded-date": "01-03-2026, 22:59:26",
+    "recorded-content": {
+      "validation_exception": {
+        "Error": {
+          "Code": "ValidationException",
+          "Message": "TestState does not support MapIterationFailureCount when a mock is not specified."
+        },
+        "message": "TestState does not support MapIterationFailureCount when a mock is not specified.",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_map_iteration_failure_count_exceeds_mock_result_items": {
+    "recorded-date": "02-03-2026, 00:17:09",
+    "recorded-content": {
+      "validation_exception": {
+        "Error": {
+          "Code": "ValidationException",
+          "Message": "Map iteration failure count must be less than or equal to the number of Map iterations"
+        },
+        "message": "Map iteration failure count must be less than or equal to the number of Map iterations",
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 400
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.validation.json b/tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.validation.json
index 521c734b98efa..97414144be834 100644
--- a/tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.validation.json
+++ b/tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.validation.json
@@ -8,6 +8,24 @@
       "total": 0.2
     }
   },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_map_iteration_failure_count_exceeds_mock_result_items": {
+    "last_validated_date": "2026-03-02T00:17:10+00:00",
+    "durations_in_seconds": {
+      "setup": 0.5,
+      "call": 13.04,
+      "teardown": 0.97,
+      "total": 14.51
+    }
+  },
+  "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_map_iteration_failure_count_without_mock": {
+    "last_validated_date": "2026-03-01T22:59:27+00:00",
+    "durations_in_seconds": {
+      "setup": 0.57,
+      "call": 14.18,
+      "teardown": 1.06,
+      "total": 15.81
+    }
+  },
   "tests/aws/services/stepfunctions/v2/test_state/test_state_mock_validation.py::TestStateMockValidation::test_mock_result_array_size_mismatch_on_parallel_state": {
     "last_validated_date": "2026-02-27T10:02:38+00:00",
     "durations_in_seconds": {

From 43c2997186aed3f4ca531bd052d07f02fd703c48 Mon Sep 17 00:00:00 2001
From: LocalStack Bot <88328844+localstack-bot@users.noreply.github.com>
Date: Wed, 4 Mar 2026 13:58:19 +0100
Subject: [PATCH 689/697] Update CloudFormation resource availability (#13832)

Signed-off-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
Co-authored-by: LocalStack Bot <localstack-bot@users.noreply.github.com>
---
 .../services/cloudformation/resources.py      | 219 ++++++++++++++++++
 1 file changed, 219 insertions(+)

diff --git a/localstack-core/localstack/services/cloudformation/resources.py b/localstack-core/localstack/services/cloudformation/resources.py
index f8d164d225c8e..61e0c9c1753a9 100644
--- a/localstack-core/localstack/services/cloudformation/resources.py
+++ b/localstack-core/localstack/services/cloudformation/resources.py
@@ -2120,14 +2120,21 @@
     ],
     "AWS::Athena::CapacityReservation": [
         "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
         "ap-south-1",
         "ap-southeast-1",
         "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
         "eu-north-1",
         "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
         "sa-east-1",
         "us-east-1",
         "us-east-2",
+        "us-west-1",
         "us-west-2",
     ],
     "AWS::Athena::DataCatalog": [
@@ -2968,6 +2975,17 @@
         "us-east-2",
         "us-west-2",
     ],
+    "AWS::BedrockAgentCore::BrowserProfile": [
+        "ap-northeast-2",
+        "ap-south-1",
+        "ap-southeast-2",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-2",
+        "eu-west-3",
+        "us-east-1",
+        "us-west-2",
+    ],
     "AWS::BedrockAgentCore::CodeInterpreterCustom": [
         "ap-northeast-1",
         "ap-northeast-2",
@@ -2984,6 +3002,12 @@
         "us-east-2",
         "us-west-2",
     ],
+    "AWS::BedrockAgentCore::Evaluator": [
+        "ap-southeast-2",
+        "eu-central-1",
+        "us-east-1",
+        "us-west-2",
+    ],
     "AWS::BedrockAgentCore::Gateway": [
         "ap-northeast-1",
         "ap-northeast-2",
@@ -3033,6 +3057,12 @@
         "us-east-2",
         "us-west-2",
     ],
+    "AWS::BedrockAgentCore::OnlineEvaluationConfig": [
+        "ap-southeast-2",
+        "eu-central-1",
+        "us-east-1",
+        "us-west-2",
+    ],
     "AWS::BedrockAgentCore::Runtime": [
         "ap-northeast-1",
         "ap-northeast-2",
@@ -3081,6 +3111,17 @@
         "us-east-2",
         "us-west-2",
     ],
+    "AWS::BedrockMantle::Project": [
+        "ap-northeast-1",
+        "ap-south-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
     "AWS::Billing::BillingView": [
         "us-east-1",
         "us-west-2",
@@ -4372,9 +4413,21 @@
     ],
     "AWS::CloudWatch::AlarmMuteRule": [
         "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
         "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
         "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
         "us-east-1",
+        "us-east-2",
+        "us-west-1",
         "us-west-2",
     ],
     "AWS::CloudWatch::AnomalyDetector": [
@@ -5180,6 +5233,25 @@
         "us-east-2",
         "us-west-2",
     ],
+    "AWS::ComputeOptimizer::AutomationRule": [
+        "ap-northeast-1",
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
     "AWS::Config::AggregationAuthorization": [
         "ap-northeast-1",
         "ap-northeast-2",
@@ -5425,10 +5497,12 @@
     "AWS::Connect::ContactFlowModuleAlias": [
         "ap-northeast-1",
         "eu-central-1",
+        "us-west-2",
     ],
     "AWS::Connect::ContactFlowModuleVersion": [
         "ap-northeast-1",
         "eu-central-1",
+        "us-west-2",
     ],
     "AWS::Connect::ContactFlowVersion": [
         "ca-central-1",
@@ -7068,6 +7142,9 @@
     "AWS::DevOpsAgent::Association": [
         "us-east-1",
     ],
+    "AWS::DevOpsAgent::Service": [
+        "us-east-1",
+    ],
     "AWS::DevOpsGuru::LogAnomalyDetectionIntegration": [
         "ap-northeast-1",
         "ap-northeast-2",
@@ -7140,6 +7217,132 @@
     "AWS::DeviceFarm::VPCEConfiguration": [
         "us-west-2",
     ],
+    "AWS::DirectConnect::Connection": [
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::DirectConnect::DirectConnectGateway": [
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::DirectConnect::DirectConnectGatewayAssociation": [
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::DirectConnect::Lag": [
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::DirectConnect::PrivateVirtualInterface": [
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::DirectConnect::PublicVirtualInterface": [
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
+    "AWS::DirectConnect::TransitVirtualInterface": [
+        "ap-northeast-2",
+        "ap-northeast-3",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "sa-east-1",
+        "us-east-1",
+        "us-east-2",
+        "us-west-1",
+        "us-west-2",
+    ],
     "AWS::DirectoryService::MicrosoftAD": [
         "ap-northeast-1",
         "ap-northeast-2",
@@ -21070,6 +21273,7 @@
     ],
     "AWS::SES::CustomVerificationEmailTemplate": [
         "ap-northeast-1",
+        "ap-northeast-2",
         "ap-northeast-3",
         "ap-south-1",
         "ap-southeast-1",
@@ -23987,6 +24191,21 @@
         "us-east-2",
         "us-west-2",
     ],
+    "AWS::Timestream::InfluxDBCluster": [
+        "ap-northeast-1",
+        "ap-south-1",
+        "ap-southeast-1",
+        "ap-southeast-2",
+        "ca-central-1",
+        "eu-central-1",
+        "eu-north-1",
+        "eu-west-1",
+        "eu-west-2",
+        "eu-west-3",
+        "us-east-1",
+        "us-east-2",
+        "us-west-2",
+    ],
     "AWS::Timestream::InfluxDBInstance": [
         "ap-northeast-1",
         "ap-south-1",

From 83de071667698f7f892d97ee2ed26302e4f9ddd3 Mon Sep 17 00:00:00 2001
From: Anisa Oshafi <anisaoshafi@gmail.com>
Date: Wed, 4 Mar 2026 17:24:27 +0100
Subject: [PATCH 690/697] Lambda: fix attribute exceptions (#13863)

---
 localstack-core/localstack/services/lambda_/provider.py | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/localstack-core/localstack/services/lambda_/provider.py b/localstack-core/localstack/services/lambda_/provider.py
index 3feb140f992e4..51d0d78393f1d 100644
--- a/localstack-core/localstack/services/lambda_/provider.py
+++ b/localstack-core/localstack/services/lambda_/provider.py
@@ -975,7 +975,7 @@ def create_function(
         context_region = context.region
         context_account_id = context.account_id
 
-        zip_file = request.get("Code", {}).get("ZipFile")
+        zip_file = (request.get("Code") or {}).get("ZipFile")
         if zip_file and len(zip_file) > config.LAMBDA_LIMITS_CODE_SIZE_ZIPPED:
             raise RequestEntityTooLargeException(
                 f"Zipped size must be smaller than {config.LAMBDA_LIMITS_CODE_SIZE_ZIPPED} bytes"
@@ -1059,7 +1059,7 @@ def create_function(
                 # Potential implementation: provide (cached) sha256 hash of used Docker image
                 RuntimeVersionArn=f"arn:{context.partition}:lambda:{context_region}::runtime:8eeff65f6809a3ce81507fe733fe09b835899b99481ba22fd75b5a7338290ec1"
             )
-            request_code = request.get("Code")
+            request_code = request.get("Code") or {}
             if package_type == PackageType.Zip:
                 # TODO verify if correct combination of code is set
                 if zip_file := request_code.get("ZipFile"):
@@ -1090,7 +1090,7 @@ def create_function(
                     )
                 image = create_image_code(image_uri=image)
 
-                image_config_req = request.get("ImageConfig", {})
+                image_config_req = request.get("ImageConfig") or {}
                 image_config = ImageConfig(
                     command=image_config_req.get("Command"),
                     entrypoint=image_config_req.get("EntryPoint"),
@@ -1114,7 +1114,7 @@ def create_function(
                 )
                 capacity_provider_config = merge_recursive(default_config, capacity_provider_config)
                 memory_size = 2048
-                if request.get("LoggingConfig", {}).get("LogFormat") == LogFormat.Text:
+                if (request.get("LoggingConfig") or {}).get("LogFormat") == LogFormat.Text:
                     raise InvalidParameterValueException(
                         'LogLevel is not supported when LogFormat is set to "Text". Remove LogLevel from your request or change the LogFormat to "JSON" and try again.',
                         Type="User",

From 26a43cbaa9ad33b593127400e910b8276a9ea722 Mon Sep 17 00:00:00 2001
From: Mathieu Cloutier <79954947+cloutierMat@users.noreply.github.com>
Date: Thu, 5 Mar 2026 00:06:35 -0700
Subject: [PATCH 691/697] install uv in pro pipeline (#13885)

---
 .github/workflows/tests-pro-integration.yml | 32 +++++----------------
 1 file changed, 7 insertions(+), 25 deletions(-)

diff --git a/.github/workflows/tests-pro-integration.yml b/.github/workflows/tests-pro-integration.yml
index 82390be682166..ea21c9101de22 100644
--- a/.github/workflows/tests-pro-integration.yml
+++ b/.github/workflows/tests-pro-integration.yml
@@ -205,12 +205,6 @@ jobs:
           token: ${{ secrets.PRO_ACCESS_TOKEN }}
           path: localstack-pro
 
-      - name: Set up Python
-        id: setup-python
-        uses: actions/setup-python@v6
-        with:
-          python-version-file: 'localstack/.python-version'
-
       - name: Set up Node 22.x
         uses: actions/setup-node@v6
         with:
@@ -227,17 +221,6 @@ jobs:
           sudo apt-get update
           sudo apt-get install -y --allow-downgrades libsnappy-dev jq libvirt-dev
 
-      - name: Cache Pro Dependencies (venv)
-        if: inputs.disableCaching != true
-        uses: actions/cache@v5
-        with:
-          path: |
-            localstack-pro/.venv
-          # include the matrix group (to re-use the venv)
-          key: community-it-${{ runner.os }}-python-${{ steps.setup-python.outputs.python-version }}-venv-${{ hashFiles('localstack-pro/localstack-pro-core/requirements-test.txt') }}-${{steps.determine-companion-ref.outputs.result}}
-          restore-keys: |
-            community-it-${{ runner.os }}-python-${{ steps.setup-python.outputs.python-version }}-venv-${{ hashFiles('localstack-pro/localstack-pro-core/requirements-test.txt') }}-refs/heads/main
-
       - name: Cache Pro Dependencies (libs)
         if: inputs.disableCaching != true
         uses: actions/cache@v5
@@ -270,16 +253,15 @@ jobs:
             localstack/tests/aws/services/lambda_/functions/common
           key: ${{ steps.cached-lambda-common-restore.outputs.cache-primary-key }}
 
+      - name: Set up uv
+        uses: astral-sh/setup-uv@v7
+        with:
+          enable-cache: ${{ inputs.disableCaching != true }}
+
       - name: Install Python Dependencies for Pro
         working-directory: localstack-pro
         run: make install-ci
 
-      - name: Link Community into Pro venv
-        working-directory: localstack-pro
-        run: |
-          source .venv/bin/activate
-          pip install -e ../localstack[runtime,test]
-
       - name: Test Pro Startup
         env:
           DEBUG: 1
@@ -287,7 +269,7 @@ jobs:
           LOCALSTACK_AUTH_TOKEN: "test"
         working-directory: localstack-pro
         run: |
-          source .venv/bin/activate
+          source localstack-pro-core/.venv/bin/activate
           bin/test_localstack_pro.sh
 
       - name: Determine Test Selection
@@ -300,7 +282,7 @@ jobs:
             echo "Do test selection based on Pull Request event"
             SCRIPT_OPTS="--base-commit-sha ${{ github.event.pull_request.base.sha }} --head-commit-sha ${{ github.event.pull_request.head.sha }}"
           fi
-          . ../localstack-pro/.venv/bin/activate
+          . ../localstack-pro/localstack-pro-core/.venv/bin/activate
           python -m localstack.testing.testselection.scripts.generate_test_selection $(pwd) target/testselection/test-selection.txt $SCRIPT_OPTS || (mkdir -p target/testselection && echo "SENTINEL_ALL_TESTS" >> target/testselection/test-selection.txt)
           echo "Resulting Test Selection file:"
           cat target/testselection/test-selection.txt

From 7106180576b711a114c1a71d21ce74a785069ad5 Mon Sep 17 00:00:00 2001
From: Nikos <nikos.michas@localstack.cloud>
Date: Thu, 5 Mar 2026 10:22:26 +0200
Subject: [PATCH 692/697] remove k8s_always_run marker (#13881)

---
 localstack-core/localstack/testing/pytest/marking.py | 6 ------
 1 file changed, 6 deletions(-)

diff --git a/localstack-core/localstack/testing/pytest/marking.py b/localstack-core/localstack/testing/pytest/marking.py
index 7ce9d33660df8..f7479d510f9bd 100644
--- a/localstack-core/localstack/testing/pytest/marking.py
+++ b/localstack-core/localstack/testing/pytest/marking.py
@@ -76,8 +76,6 @@ class Markers:
     """The test requires docker or a compatible container engine - will not work on kubernetes"""
     lambda_runtime_update = pytest.mark.lambda_runtime_update
     """Tests to execute when updating snapshots for a new Lambda runtime"""
-    k8s_always_run = pytest.mark.k8s_always_run
-    """This tests will always run against k8s environment"""
     skip_k8s = pytest.mark.skip_k8s
     """This test will be skipped in k8s environment"""
 
@@ -231,7 +229,3 @@ def pytest_configure(config):
         "markers",
         "requires_in_process: mark the test as requiring the test to run inside the same process as LocalStack - will not work if tests are run against a running LS container.",
     )
-    config.addinivalue_line(
-        "markers",
-        "k8s_always_run: mark the test to always run in k8s environment. This allows us to run tests that would otherwise be skipped, such as localstack_only tests.",
-    )

From 914e95e522ed90c386d8bf15b459bb0ce9d8ab7e Mon Sep 17 00:00:00 2001
From: Giovanni Grano <me@giograno.com>
Date: Thu, 5 Mar 2026 19:13:02 +0100
Subject: [PATCH 693/697] Align SFN store to conventions (#13887)

---
 .../services/stepfunctions/backend/{store.py => models.py}      | 0
 localstack-core/localstack/services/stepfunctions/provider.py   | 2 +-
 2 files changed, 1 insertion(+), 1 deletion(-)
 rename localstack-core/localstack/services/stepfunctions/backend/{store.py => models.py} (100%)

diff --git a/localstack-core/localstack/services/stepfunctions/backend/store.py b/localstack-core/localstack/services/stepfunctions/backend/models.py
similarity index 100%
rename from localstack-core/localstack/services/stepfunctions/backend/store.py
rename to localstack-core/localstack/services/stepfunctions/backend/models.py
diff --git a/localstack-core/localstack/services/stepfunctions/provider.py b/localstack-core/localstack/services/stepfunctions/provider.py
index 2f18162c73e8e..08d0459fd26bd 100644
--- a/localstack-core/localstack/services/stepfunctions/provider.py
+++ b/localstack-core/localstack/services/stepfunctions/provider.py
@@ -140,13 +140,13 @@
 from localstack.services.stepfunctions.backend.activity import Activity, ActivityTask
 from localstack.services.stepfunctions.backend.alias import Alias
 from localstack.services.stepfunctions.backend.execution import Execution, SyncExecution
+from localstack.services.stepfunctions.backend.models import SFNStore, sfn_stores
 from localstack.services.stepfunctions.backend.state_machine import (
     StateMachineInstance,
     StateMachineRevision,
     StateMachineVersion,
     TestStateMachine,
 )
-from localstack.services.stepfunctions.backend.store import SFNStore, sfn_stores
 from localstack.services.stepfunctions.backend.test_state.execution import (
     TestStateExecution,
 )

From 0d084053312a796f6e5755ecf1697c4e645f6523 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Carole=20Lavillonni=C3=A8re?=
 <carole-lavillonniere@users.noreply.github.com>
Date: Thu, 5 Mar 2026 20:26:24 +0100
Subject: [PATCH 694/697] fix(lambda): race condition causing exceptions under
 concurrent invocations (#13844)

---
 .../services/lambda_/invocation/assignment.py | 32 ++++++++++++++++---
 1 file changed, 27 insertions(+), 5 deletions(-)

diff --git a/localstack-core/localstack/services/lambda_/invocation/assignment.py b/localstack-core/localstack/services/lambda_/invocation/assignment.py
index a4bfaf543be93..9edd5f7dc2cc2 100644
--- a/localstack-core/localstack/services/lambda_/invocation/assignment.py
+++ b/localstack-core/localstack/services/lambda_/invocation/assignment.py
@@ -1,5 +1,6 @@
 import contextlib
 import logging
+import threading
 from collections import defaultdict
 from collections.abc import Iterator
 from concurrent.futures import Future, ThreadPoolExecutor
@@ -34,9 +35,16 @@ class AssignmentService(OtherServiceEndpoint):
     # Global pool for spawning and killing provisioned Lambda runtime environments
     provisioning_pool: ThreadPoolExecutor
 
+    # Semaphore limiting the number of on-demand containers starting simultaneously.
+    # Concurrent container starts are I/O-heavy (Docker API calls, copying runtime files)
+    # and can exhaust OS file descriptor limits on machines with low ulimits.
+    on_demand_start_semaphore: threading.Semaphore
+
     def __init__(self):
         self.environments = defaultdict(dict)
         self.provisioning_pool = ThreadPoolExecutor(thread_name_prefix="lambda-provisioning-pool")
+        # TODO: make this value configurable; 16 is a conservative default
+        self.on_demand_start_semaphore = threading.Semaphore(16)
 
     @contextlib.contextmanager
     def get_environment(
@@ -45,11 +53,13 @@ def get_environment(
         function_version: FunctionVersion,
         provisioning_type: InitializationType,
     ) -> Iterator[ExecutionEnvironment]:
-        applicable_envs = (
+        # Snapshot the values list before iterating to avoid skipped entries
+        # that can be caused by concurrent invocations
+        applicable_envs = [
             env
-            for env in self.environments[version_manager_id].values()
+            for env in list(self.environments[version_manager_id].values())
             if env.initialization_type == provisioning_type
-        )
+        ]
         execution_environment = None
         for environment in applicable_envs:
             try:
@@ -65,7 +75,10 @@ def get_environment(
                     "No provisioned concurrency environment available despite lease."
                 )
             elif provisioning_type == InitializationType.on_demand:
-                execution_environment = self.start_environment(version_manager_id, function_version)
+                with self.on_demand_start_semaphore:
+                    execution_environment = self.start_environment(
+                        version_manager_id, function_version
+                    )
                 self.environments[version_manager_id][execution_environment.id] = (
                     execution_environment
                 )
@@ -82,7 +95,16 @@ def get_environment(
             LOG.error(
                 "Failed invocation <%s>: %s", type(e), e, exc_info=LOG.isEnabledFor(logging.DEBUG)
             )
-            self.stop_environment(execution_environment)
+            if execution_environment.initialization_type == InitializationType.on_demand:
+                self.stop_environment(execution_environment)
+            else:
+                # Try to restore to READY rather than stopping.
+                # Transient errors (e.g., OS-level connection failures) should not
+                # permanently remove healthy provisioned containers from the pool.
+                try:
+                    execution_environment.release()
+                except InvalidStatusException:
+                    self.stop_environment(execution_environment)
             raise e
 
     def start_environment(

From 9642b8ece8449aebe020202eafbe0aa3f855fb32 Mon Sep 17 00:00:00 2001
From: Viren Nadkarni <viren.nadkarni@localstack.cloud>
Date: Fri, 6 Mar 2026 12:07:40 +0530
Subject: [PATCH 695/697] Firehose: Replace TaggingService (#13880)

---
 .../localstack/services/firehose/models.py    |  7 +-
 .../localstack/services/firehose/provider.py  | 24 +++---
 tests/aws/services/firehose/test_firehose.py  | 76 +++++++++++++++++++
 .../firehose/test_firehose.snapshot.json      | 51 +++++++++++++
 .../firehose/test_firehose.validation.json    |  9 +++
 5 files changed, 150 insertions(+), 17 deletions(-)

diff --git a/localstack-core/localstack/services/firehose/models.py b/localstack-core/localstack/services/firehose/models.py
index f4e1a665e3c65..77d05b8a607ac 100644
--- a/localstack-core/localstack/services/firehose/models.py
+++ b/localstack-core/localstack/services/firehose/models.py
@@ -2,18 +2,17 @@
 from localstack.services.stores import (
     AccountRegionBundle,
     BaseStore,
-    CrossRegionAttribute,
     LocalAttribute,
 )
-from localstack.utils.tagging import TaggingService
+from localstack.utils.tagging import Tags
 
 
 class FirehoseStore(BaseStore):
     # maps delivery stream names to DeliveryStreamDescription
     delivery_streams: dict[str, DeliveryStreamDescription] = LocalAttribute(default=dict)
 
-    # static tagging service instance
-    TAGS = CrossRegionAttribute(default=TaggingService)
+    # resource tags
+    tags: Tags = LocalAttribute(default=Tags)
 
 
 firehose_stores = AccountRegionBundle("firehose", FirehoseStore)
diff --git a/localstack-core/localstack/services/firehose/provider.py b/localstack-core/localstack/services/firehose/provider.py
index 4ea52fb3fa5d6..a38c8e447c9ce 100644
--- a/localstack-core/localstack/services/firehose/provider.py
+++ b/localstack-core/localstack/services/firehose/provider.py
@@ -52,7 +52,6 @@
     ListDeliveryStreamsOutput,
     ListTagsForDeliveryStreamInputLimit,
     ListTagsForDeliveryStreamOutput,
-    ListTagsForDeliveryStreamOutputTagList,
     MSKSourceConfiguration,
     PutRecordBatchOutput,
     PutRecordBatchRequestEntryList,
@@ -118,6 +117,7 @@
 from localstack.utils.kinesis import kinesis_connector
 from localstack.utils.kinesis.kinesis_connector import KinesisProcessorThread
 from localstack.utils.run import run_for_max_seconds
+from localstack.utils.tagging import tag_list_to_map, tag_map_to_list
 
 LOG = logging.getLogger(__name__)
 
@@ -408,7 +408,9 @@ def _startup():
 
             run_for_max_seconds(25, _startup)
 
-        store.TAGS.tag_resource(delivery_stream_arn, tags)
+        if tags:
+            tag_map = tag_list_to_map(tags)
+            store.tags.update_tags(delivery_stream_arn, tag_map)
         store.delivery_streams[delivery_stream_name] = stream
 
         return CreateDeliveryStreamOutput(DeliveryStreamARN=stream["DeliveryStreamARN"])
@@ -436,6 +438,8 @@ def delete_delivery_stream(
             LOG.debug("Stopping kinesis listener for %s", delivery_stream_name)
             kinesis_process.stop()
 
+        store.tags.delete_all_tags(delivery_stream_arn)
+
         return DeleteDeliveryStreamOutput()
 
     def describe_delivery_stream(
@@ -508,7 +512,8 @@ def tag_delivery_stream(
         delivery_stream_description = _get_description_or_raise_not_found(
             context, delivery_stream_name
         )
-        store.TAGS.tag_resource(delivery_stream_description["DeliveryStreamARN"], tags)
+        tag_map = tag_list_to_map(tags)
+        store.tags.update_tags(delivery_stream_description["DeliveryStreamARN"], tag_map)
         return ListTagsForDeliveryStreamOutput()
 
     def list_tags_for_delivery_stream(
@@ -523,12 +528,8 @@ def list_tags_for_delivery_stream(
         delivery_stream_description = _get_description_or_raise_not_found(
             context, delivery_stream_name
         )
-        # The tagging service returns a dictionary with the given root name
-        tags = store.TAGS.list_tags_for_resource(
-            arn=delivery_stream_description["DeliveryStreamARN"], root_name="root"
-        )
-        # Extract the actual list of tags for the typed response
-        tag_list: ListTagsForDeliveryStreamOutputTagList = tags["root"]
+        tag_map = store.tags.get_tags(delivery_stream_description["DeliveryStreamARN"])
+        tag_list = tag_map_to_list(tag_map)
         return ListTagsForDeliveryStreamOutput(Tags=tag_list, HasMoreTags=False)
 
     def untag_delivery_stream(
@@ -542,10 +543,7 @@ def untag_delivery_stream(
         delivery_stream_description = _get_description_or_raise_not_found(
             context, delivery_stream_name
         )
-        # The tagging service returns a dictionary with the given root name
-        store.TAGS.untag_resource(
-            arn=delivery_stream_description["DeliveryStreamARN"], tag_names=tag_keys
-        )
+        store.tags.delete_tags(delivery_stream_description["DeliveryStreamARN"], tag_keys)
         return UntagDeliveryStreamOutput()
 
     def update_destination(
diff --git a/tests/aws/services/firehose/test_firehose.py b/tests/aws/services/firehose/test_firehose.py
index 31b2a35eb77e0..5ed44c9c8a719 100644
--- a/tests/aws/services/firehose/test_firehose.py
+++ b/tests/aws/services/firehose/test_firehose.py
@@ -10,6 +10,7 @@
 from localstack.testing.aws.util import is_aws_cloud
 from localstack.testing.pytest import markers
 from localstack.utils.aws import arns
+from localstack.utils.aws.arns import iam_role_arn, s3_bucket_arn
 from localstack.utils.strings import short_uid, to_bytes, to_str
 from localstack.utils.sync import poll_condition, retry
 from tests.aws.services.firehose.helper_functions import get_firehose_iam_documents
@@ -589,3 +590,78 @@ def assert_s3_contents():
             retry_options["sleep_before"] = 10
 
         retry(assert_s3_contents, **retry_options)
+
+
+class TestFirehoseResourceTagging:
+    @pytest.fixture
+    def delivery_stream(
+        self,
+        aws_client,
+        s3_bucket,
+        create_iam_role_and_attach_policy,
+        account_id,
+        region_name,
+        firehose_create_delivery_stream,
+    ):
+        """Factory fixture to create a sample delivery stream with required pre-reqs."""
+
+        def _delivery_stream(tags: list[dict[str, str]] = None):
+            document = {
+                "Version": "2012-10-17",
+                "Statement": [
+                    {
+                        "Effect": "Allow",
+                        "Principal": {"Service": "firehose.amazonaws.com"},
+                        "Action": "sts:AssumeRole",
+                    }
+                ],
+            }
+            role_name = f"role-{short_uid()}"
+            create_iam_role_and_attach_policy(
+                RoleName=role_name,
+                RoleDefinition=document,
+                PolicyArn="arn:aws:iam::aws:policy/AmazonS3FullAccess",
+            )
+
+            stream_name = f"stream-{short_uid()}"
+
+            kwargs = {
+                "DeliveryStreamName": stream_name,
+                "DeliveryStreamType": "DirectPut",
+                "S3DestinationConfiguration": {
+                    "RoleARN": iam_role_arn(role_name, account_id, region_name),
+                    "BucketARN": s3_bucket_arn(s3_bucket, region_name),
+                },
+            }
+
+            if tags is not None:
+                kwargs["Tags"] = tags
+
+            firehose_create_delivery_stream(**kwargs)
+
+            return stream_name
+
+        yield _delivery_stream
+
+    @markers.aws.validated
+    def test_resource_tagging(self, aws_client, snapshot, delivery_stream):
+        stream_name = delivery_stream(tags=[{"Key": "subject", "Value": "taboo"}])
+
+        response = aws_client.firehose.list_tags_for_delivery_stream(DeliveryStreamName=stream_name)
+        snapshot.match("list-tags-1", response)
+
+        response = aws_client.firehose.untag_delivery_stream(
+            DeliveryStreamName=stream_name, TagKeys=["subject", "moment"]
+        )
+        snapshot.match("remove-tags", response)
+
+        response = aws_client.firehose.list_tags_for_delivery_stream(DeliveryStreamName=stream_name)
+        snapshot.match("list-tags-2", response)
+
+        response = aws_client.firehose.tag_delivery_stream(
+            DeliveryStreamName=stream_name, Tags=[{"Key": "feeling", "Value": "uncomfortable"}]
+        )
+        snapshot.match("add-tags", response)
+
+        response = aws_client.firehose.list_tags_for_delivery_stream(DeliveryStreamName=stream_name)
+        snapshot.match("list-tags-3", response)
diff --git a/tests/aws/services/firehose/test_firehose.snapshot.json b/tests/aws/services/firehose/test_firehose.snapshot.json
index 3ae5658d02344..a906dc1ad5449 100644
--- a/tests/aws/services/firehose/test_firehose.snapshot.json
+++ b/tests/aws/services/firehose/test_firehose.snapshot.json
@@ -11,5 +11,56 @@
         }
       }
     }
+  },
+  "tests/aws/services/firehose/test_firehose.py::TestFirehoseResourceTagging::test_resource_tagging": {
+    "recorded-date": "05-03-2026, 08:34:26",
+    "recorded-content": {
+      "list-tags-1": {
+        "HasMoreTags": false,
+        "Tags": [
+          {
+            "Key": "subject",
+            "Value": "taboo"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "remove-tags": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "list-tags-2": {
+        "HasMoreTags": false,
+        "Tags": [],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "add-tags": {
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      },
+      "list-tags-3": {
+        "HasMoreTags": false,
+        "Tags": [
+          {
+            "Key": "feeling",
+            "Value": "uncomfortable"
+          }
+        ],
+        "ResponseMetadata": {
+          "HTTPHeaders": {},
+          "HTTPStatusCode": 200
+        }
+      }
+    }
   }
 }
diff --git a/tests/aws/services/firehose/test_firehose.validation.json b/tests/aws/services/firehose/test_firehose.validation.json
index d864164ae54ad..eb4b52e9fe708 100644
--- a/tests/aws/services/firehose/test_firehose.validation.json
+++ b/tests/aws/services/firehose/test_firehose.validation.json
@@ -4,5 +4,14 @@
   },
   "tests/aws/services/firehose/test_firehose.py::TestFirehoseIntegration::test_multiple_delivery_streams_with_kinesis_as_source": {
     "last_validated_date": "2024-01-25T10:54:39+00:00"
+  },
+  "tests/aws/services/firehose/test_firehose.py::TestFirehoseResourceTagging::test_resource_tagging": {
+    "last_validated_date": "2026-03-02T13:20:05+00:00",
+    "durations_in_seconds": {
+      "setup": 2.44,
+      "call": 23.89,
+      "teardown": 23.4,
+      "total": 49.73
+    }
   }
 }

From 1c66dc02994186cea6cb619247724890cd90386b Mon Sep 17 00:00:00 2001
From: Bert Blommers <info@bertblommers.nl>
Date: Fri, 6 Mar 2026 11:12:34 -0100
Subject: [PATCH 696/697] Chore: More typing for utils/Files and
 utils/DockerUtils (#13677)

---
 localstack-core/localstack/utils/bootstrap.py |   2 +-
 .../localstack/utils/collections.py           |  11 +-
 .../container_utils/docker_sdk_client.py      |   2 +-
 .../localstack/utils/docker_utils.py          |  19 ++--
 localstack-core/localstack/utils/files.py     | 105 +++++++++++++-----
 localstack-core/mypy.ini                      |   2 +-
 6 files changed, 99 insertions(+), 42 deletions(-)

diff --git a/localstack-core/localstack/utils/bootstrap.py b/localstack-core/localstack/utils/bootstrap.py
index 41b7231b85995..7bb8aa915d703 100644
--- a/localstack-core/localstack/utils/bootstrap.py
+++ b/localstack-core/localstack/utils/bootstrap.py
@@ -445,7 +445,7 @@ def port_exposed(port):
     return False
 
 
-def get_docker_image_to_start():
+def get_docker_image_to_start() -> str:
     image_name = os.environ.get("IMAGE_NAME")
     if not image_name:
         image_name = constants.DOCKER_IMAGE_NAME
diff --git a/localstack-core/localstack/utils/collections.py b/localstack-core/localstack/utils/collections.py
index 88bcf5d2806f5..52b202d3e2463 100644
--- a/localstack-core/localstack/utils/collections.py
+++ b/localstack-core/localstack/utils/collections.py
@@ -15,6 +15,7 @@
     cast,
     get_args,
     get_origin,
+    overload,
 )
 
 import cachetools
@@ -314,7 +315,15 @@ def is_list_or_tuple(obj) -> bool:
     return isinstance(obj, (list, tuple))
 
 
-def ensure_list(obj: Any, wrap_none=False) -> list | None:
+@overload
+def ensure_list(obj: None) -> None: ...
+
+
+@overload
+def ensure_list(obj: Any) -> list[Any]: ...
+
+
+def ensure_list(obj: Any, wrap_none: bool = False) -> list[Any] | None:
     """Wrap the given object in a list, or return the object itself if it already is a list."""
     if obj is None and not wrap_none:
         return obj
diff --git a/localstack-core/localstack/utils/container_utils/docker_sdk_client.py b/localstack-core/localstack/utils/container_utils/docker_sdk_client.py
index 4a2b30231be4b..469bb8d400746 100644
--- a/localstack-core/localstack/utils/container_utils/docker_sdk_client.py
+++ b/localstack-core/localstack/utils/container_utils/docker_sdk_client.py
@@ -59,7 +59,7 @@ class SdkDockerClient(ContainerClient):
 
     docker_client: DockerClient | None
 
-    def __init__(self):
+    def __init__(self) -> None:
         try:
             self.docker_client = self._create_client()
             logging.getLogger("urllib3").setLevel(logging.INFO)
diff --git a/localstack-core/localstack/utils/docker_utils.py b/localstack-core/localstack/utils/docker_utils.py
index 6b01d1ee0de23..8d73c2839c031 100644
--- a/localstack-core/localstack/utils/docker_utils.py
+++ b/localstack-core/localstack/utils/docker_utils.py
@@ -94,7 +94,7 @@ def get_default_volume_dir_mount() -> VolumeInfo | None:
     return None
 
 
-def get_host_path_for_path_in_docker(path):
+def get_host_path_for_path_in_docker(path: str) -> str:
     """
     Returns the calculated host location for a given subpath of DEFAULT_VOLUME_DIR inside the localstack container.
     The path **has** to be a subdirectory of DEFAULT_VOLUME_DIR (the dir itself *will not* work).
@@ -141,8 +141,7 @@ def container_ports_can_be_bound(
     :return: True iff all ports can be bound
     """
     port_mappings = PortMappings(bind_host=address or "")
-    ports = ensure_list(ports)
-    for port in ports:
+    for port in ensure_list(ports):
         port = Port.wrap(port)
         port_mappings.add(port.port, port.port, protocol=port.protocol)
     try:
@@ -189,7 +188,7 @@ def is_port_available_for_containers(port: IntOrPort) -> bool:
     return not is_container_port_reserved(port) and container_ports_can_be_bound(port)
 
 
-def reserve_container_port(port: IntOrPort, duration: int = None):
+def reserve_container_port(port: IntOrPort, duration: int | None = None) -> None:
     """Reserve the given container port for a short period of time"""
     reserved_docker_ports.reserve_port(port, duration=duration)
 
@@ -201,10 +200,10 @@ def is_container_port_reserved(port: IntOrPort) -> bool:
 
 
 def reserve_available_container_port(
-    duration: int = None,
-    port_start: int = None,
-    port_end: int = None,
-    protocol: str = None,
+    duration: int | None = None,
+    port_start: int | None = None,
+    port_end: int | None = None,
+    protocol: str | None = None,
 ) -> int:
     """
     Determine a free port within the given port range that can be bound by a Docker container, and reserve
@@ -220,7 +219,7 @@ def reserve_available_container_port(
 
     protocol = protocol or "tcp"
 
-    def _random_port():
+    def _random_port() -> Port:
         port = None
         while not port or reserved_docker_ports.is_port_reserved(port):
             port_number = random.randint(
@@ -263,7 +262,7 @@ def _get_ports_check_docker_image() -> str:
     try:
         # inspect the running container to determine the image
         container = DOCKER_CLIENT.inspect_container(get_current_container_id())
-        return container["Config"]["Image"]
+        return container["Config"]["Image"]  # type: ignore[index]
     except Exception:
         # fall back to using the default Docker image
         return DOCKER_IMAGE_NAME
diff --git a/localstack-core/localstack/utils/files.py b/localstack-core/localstack/utils/files.py
index 6aa57ef788bed..d510de503886f 100644
--- a/localstack-core/localstack/utils/files.py
+++ b/localstack-core/localstack/utils/files.py
@@ -1,24 +1,36 @@
 import configparser
-import inspect
 import logging
 import os
 import shutil
 import stat
 import tempfile
 from pathlib import Path
+from typing import Any, AnyStr, Literal, overload
 
 LOG = logging.getLogger(__name__)
-TMP_FILES = []
+TMP_FILES: list[str] = []
 
 
-def parse_config_file(file_or_str: str, single_section: bool = True) -> dict:
+@overload
+def parse_config_file(file_or_str: str, single_section: Literal[True]) -> dict[str, str]: ...
+
+
+@overload
+def parse_config_file(
+    file_or_str: str, single_section: Literal[False]
+) -> dict[str, dict[str, str]]: ...
+
+
+def parse_config_file(
+    file_or_str: str, single_section: bool = True
+) -> dict[str, str] | dict[str, dict[str, str]]:
     """Parse the given properties config file/string and return a dict of section->key->value.
     If the config contains a single section, and 'single_section' is True, returns"""
 
     config = configparser.RawConfigParser()
 
     if os.path.exists(file_or_str):
-        file_or_str = load_file(file_or_str)
+        file_or_str = load_file(file_or_str)  # type: ignore[assignment]
 
     try:
         config.read_string(file_or_str)
@@ -30,7 +42,7 @@ def parse_config_file(file_or_str: str, single_section: bool = True) -> dict:
 
     result = {sec: dict(config.items(sec)) for sec in sections}
     if len(sections) == 1 and single_section:
-        result = result[sections[0]]
+        return result[sections[0]]
 
     return result
 
@@ -64,13 +76,18 @@ def cache_dir() -> Path:
     return get_user_cache_dir() / "localstack"
 
 
-def save_file(file, content, append=False, permissions=None):
+def save_file(
+    file: str | os.PathLike[AnyStr],
+    content: str | bytes,
+    append: bool = False,
+    permissions: int | None = None,
+) -> None:
     mode = "a" if append else "w+"
     if not isinstance(content, str):
         mode = mode + "b"
 
-    def _opener(path, flags):
-        return os.open(path, flags, permissions)
+    def _opener(path: str, flags: int) -> int:
+        return os.open(path, flags, permissions)  # type: ignore[arg-type]
 
     # make sure that the parent dir exists
     mkdir(os.path.dirname(file))
@@ -80,8 +97,35 @@ def _opener(path, flags):
         f.flush()
 
 
+@overload
 def load_file(
-    file_path: str | os.PathLike,
+    file_path: str | os.PathLike[AnyStr],
+    default: None = None,
+    mode: None = None,
+    strict: bool = False,
+) -> str | None: ...
+
+
+@overload
+def load_file(
+    file_path: str | os.PathLike[AnyStr],
+    default: str,
+    mode: None = None,
+    strict: bool = False,
+) -> str | None: ...
+
+
+@overload
+def load_file(
+    file_path: str | os.PathLike[AnyStr],
+    default: bytes,
+    mode: Literal["rb"],
+    strict: bool = False,
+) -> bytes | None: ...
+
+
+def load_file(
+    file_path: str | os.PathLike[AnyStr],
     default: str | bytes | None = None,
     mode: str | None = None,
     strict: bool = False,
@@ -107,7 +151,11 @@ def load_file(
     return result
 
 
-def get_or_create_file(file_path, content=None, permissions=None):
+def get_or_create_file(
+    file_path: os.PathLike[AnyStr],
+    content: str | bytes | None = None,
+    permissions: int | None = None,
+) -> str | bytes | None:
     if os.path.exists(file_path):
         return load_file(file_path)
     content = "{}" if content is None else content
@@ -116,9 +164,10 @@ def get_or_create_file(file_path, content=None, permissions=None):
         return content
     except Exception:
         pass
+    return None
 
 
-def replace_in_file(search, replace, file_path):
+def replace_in_file(search: str, replace: str, file_path: os.PathLike[AnyStr]) -> None:
     """Replace all occurrences of `search` with `replace` in the given file (overwrites in place!)"""
     content = load_file(file_path) or ""
     content_new = content.replace(search, replace)
@@ -126,7 +175,7 @@ def replace_in_file(search, replace, file_path):
         save_file(file_path, content_new)
 
 
-def mkdir(folder: str):
+def mkdir(folder: str | bytes | os.PathLike[AnyStr]) -> None:
     if not os.path.exists(folder):
         os.makedirs(folder, exist_ok=True)
 
@@ -142,7 +191,7 @@ def is_empty_dir(directory: str, ignore_hidden: bool = False) -> bool:
     return not bool(entries)
 
 
-def ensure_readable(file_path: str, default_perms: int = None):
+def ensure_readable(file_path: str, default_perms: int | None = None) -> None:
     if default_perms is None:
         default_perms = 0o644
     try:
@@ -153,7 +202,7 @@ def ensure_readable(file_path: str, default_perms: int = None):
         os.chmod(file_path, default_perms)
 
 
-def chown_r(path: str, user: str):
+def chown_r(path: str, user: str) -> None:
     """Recursive chown on the given file/directory path."""
     # keep these imports here for Windows compatibility
     import grp
@@ -169,7 +218,7 @@ def chown_r(path: str, user: str):
             os.chown(os.path.join(root, filename), uid, gid)
 
 
-def chmod_r(path: str, mode: int):
+def chmod_r(path: str, mode: int) -> None:
     """
     Recursive chmod
     :param path: path to file or directory
@@ -185,7 +234,7 @@ def chmod_r(path: str, mode: int):
             idempotent_chmod(os.path.join(root, filename), mode)
 
 
-def idempotent_chmod(path: str, mode: int):
+def idempotent_chmod(path: str, mode: int) -> None:
     """
     Perform idempotent chmod on the given file path (non-recursively). The function attempts to call `os.chmod`, and
     will catch and only re-raise exceptions (e.g., PermissionError) if the file does not have the given mode already.
@@ -206,7 +255,7 @@ def idempotent_chmod(path: str, mode: int):
         raise
 
 
-def rm_rf(path: str):
+def rm_rf(path: str) -> None:
     """
     Recursively removes a file or directory
     """
@@ -218,7 +267,7 @@ def rm_rf(path: str):
     # Running the native command can be an order of magnitude faster in Alpine on Travis-CI
     if is_debian():
         try:
-            return run(f'rm -rf "{path}"')
+            return run(f'rm -rf "{path}"')  # type: ignore[return-value]
         except Exception:
             pass
     # Make sure all files are writeable and dirs executable to remove
@@ -234,13 +283,15 @@ def rm_rf(path: str):
         shutil.rmtree(path)
 
 
-def cp_r(src: str, dst: str, rm_dest_on_conflict=False, ignore_copystat_errors=False, **kwargs):
+def cp_r(
+    src: str, dst: str, rm_dest_on_conflict: bool = False, ignore_copystat_errors: bool = False
+) -> None | str:
     """Recursively copies file/directory"""
     # attention: this patch is not threadsafe
     copystat_orig = shutil.copystat
     if ignore_copystat_errors:
 
-        def _copystat(*args, **kwargs):
+        def _copystat(*args: Any, **kwargs: Any) -> None:
             try:
                 return copystat_orig(*args, **kwargs)
             except Exception:
@@ -252,21 +303,19 @@ def _copystat(*args, **kwargs):
             if os.path.isdir(dst):
                 dst = os.path.join(dst, os.path.basename(src))
             return shutil.copyfile(src, dst)
-        if "dirs_exist_ok" in inspect.getfullargspec(shutil.copytree).args:
-            kwargs["dirs_exist_ok"] = True
         try:
-            return shutil.copytree(src, dst, **kwargs)
+            return shutil.copytree(src, dst, dirs_exist_ok=True)
         except FileExistsError:
             if rm_dest_on_conflict:
                 rm_rf(dst)
-                return shutil.copytree(src, dst, **kwargs)
+                return shutil.copytree(src, dst, dirs_exist_ok=True)
             raise
     except Exception as e:
 
-        def _info(_path):
+        def _info(_path: str) -> str:
             return f"{_path} (file={os.path.isfile(_path)}, symlink={os.path.islink(_path)})"
 
-        LOG.debug("Error copying files from %s to %s: %s", _info(src), _info(dst), e)
+        LOG.debug("Error copying files from %s to %s", _info(src), _info(dst), e)
         raise
     finally:
         shutil.copystat = copystat_orig
@@ -293,10 +342,10 @@ def disk_usage(path: str) -> int:
 
 def file_exists_not_empty(path: str) -> bool:
     """Return whether the given file or directory exists and is non-empty (i.e., >0 bytes content)"""
-    return path and disk_usage(path) > 0
+    return bool(path) and disk_usage(path) > 0
 
 
-def cleanup_tmp_files():
+def cleanup_tmp_files() -> None:
     for tmp in TMP_FILES:
         try:
             rm_rf(tmp)
diff --git a/localstack-core/mypy.ini b/localstack-core/mypy.ini
index e6006c1a641b6..30e0bd8e0b7b8 100644
--- a/localstack-core/mypy.ini
+++ b/localstack-core/mypy.ini
@@ -1,7 +1,7 @@
 [mypy]
 explicit_package_bases = true
 mypy_path=localstack-core
-files=localstack/aws/api/core.py,localstack/utils/threads.py,localstack/utils/strings.py,localstack/packages,localstack/services/transcribe,localstack/services/kinesis/packages.py
+files=localstack/aws/api/core.py,localstack/utils/files.py,localstack/utils/docker_utils.py,localstack/utils/threads.py,localstack/utils/strings.py,localstack/packages,localstack/services/transcribe,localstack/services/kinesis/packages.py
 ignore_missing_imports = False
 follow_imports = silent
 ignore_errors = False

From 8b9a79f05846835cf4dff63ab7eefdde9df83783 Mon Sep 17 00:00:00 2001
From: Brian Rinaldi <brian.rinaldi@gmail.com>
Date: Mon, 23 Mar 2026 04:51:59 -0400
Subject: [PATCH 697/697] Update the project README (#13901)

Co-authored-by: Alex Rashed <2796604+alexrashed@users.noreply.github.com>
---
 README.md | 28 ++++++++++++++++++----------
 1 file changed, 18 insertions(+), 10 deletions(-)

diff --git a/README.md b/README.md
index 2a135fb7185c8..0d78c2be49085 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,16 @@
 > [!IMPORTANT]
-> **We’re moving toward a unified LocalStack for AWS image, updating how access works.**
-> **For details on timing and impact please refer [to this blog post](https://localstack.cloud/2026-updates).**
+> **Project Update: Consolidation into the Unified LocalStack Image**
+>
+> To provide a more reliable and streamlined experience, we are consolidating our development into a single, unified image. As part of this transition, this repository is now **archived and read-only**.
+>
+> This decision reflects our commitment to reducing fragmentation and focusing our resources on building the most robust AWS emulation layer possible. We are deeply grateful to the contributors who helped make this project into what it is today–your work remains integral to the future of the LocalStack ecosystem.
+>
+> What this means for your workflow:
+>
+> - LocalStack for AWS offers a [range of options](https://www.localstack.cloud/pricing) including a free Hobby plan for non-commercial use with the same capabilities as this project.
+> - Your input is still vital to us. Please continue to share [bug reports here](https://github.com/orgs/localstack/discussions/categories/bugs) and [submit feature requests here](https://github.com/orgs/localstack/discussions/categories/feature-requests) or join our [Slack Community](https://slack.localstack.cloud).
+>
+> Thank you for your continued support as we grow together.
 
 <p align="center">
   <img src="docs/localstack-readme-banner.svg" alt="LocalStack - The Leading Platform for Local Cloud Development">
@@ -12,8 +22,6 @@
   <a href="https://pypi.org/project/localstack/"><img alt="PyPI Version" src="https://img.shields.io/pypi/v/localstack?color=blue"></a>
   <a href="https://hub.docker.com/r/localstack/localstack"><img alt="Docker Pulls" src="https://img.shields.io/docker/pulls/localstack/localstack"></a>
   <a href="https://pypi.org/project/localstack"><img alt="PyPi downloads" src="https://static.pepy.tech/badge/localstack"></a>
-  <a href="#backers"><img alt="Backers on Open Collective" src="https://opencollective.com/localstack/backers/badge.svg"></a>
-  <a href="#sponsors"><img alt="Sponsors on Open Collective" src="https://opencollective.com/localstack/sponsors/badge.svg"></a>
   <a href="https://img.shields.io/pypi/l/localstack.svg"><img alt="PyPI License" src="https://img.shields.io/pypi/l/localstack.svg"></a>
   <a href="https://github.com/psf/black"><img alt="Code style: black" src="https://img.shields.io/badge/code%20style-black-000000.svg"></a>
   <a href="https://github.com/astral-sh/ruff"><img alt="Ruff" src="https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/astral-sh/ruff/main/assets/badge/v2.json"></a>
@@ -34,7 +42,7 @@
   <a href="#contributing">Contributing</a>
   <br/>
   <a href="https://docs.localstack.cloud" target="_blank">📖 Docs</a> •
-  <a href="https://app.localstack.cloud" target="_blank">💻 Pro version</a> •
+  <a href="https://www.localstack.cloud/localstack-for-aws" target="_blank">💻 LocalStack for AWS</a> •
   <a href="https://docs.localstack.cloud/references/coverage/" target="_blank">☑️ LocalStack coverage</a>
 </p>
 
@@ -66,7 +74,7 @@ If Brew is not installed on your machine, you can download the pre-built LocalSt
 
 - Visit [localstack/localstack-cli](https://github.com/localstack/localstack-cli/releases/latest) and download the latest release for your platform.
 - Extract the downloaded archive to a directory included in your `PATH` variable:
-    -   For macOS/Linux, use the command: `sudo tar xvzf ~/Downloads/localstack-cli-*-darwin-*-onefile.tar.gz -C /usr/local/bin`
+  - For macOS/Linux, use the command: `sudo tar xvzf ~/Downloads/localstack-cli-*-darwin-*-onefile.tar.gz -C /usr/local/bin`
 
 ### PyPI (macOS, Linux, Windows)
 
@@ -153,9 +161,9 @@ To start using LocalStack, check out our [documentation](https://docs.localstack
 
 To use LocalStack with a graphical user interface, you can use the following UI clients:
 
-* [LocalStack Web Application](https://app.localstack.cloud)
-* [LocalStack Desktop](https://docs.localstack.cloud/user-guide/tools/localstack-desktop/)
-* [LocalStack Docker Extension](https://docs.localstack.cloud/user-guide/tools/localstack-docker-extension/)
+- [LocalStack Web Application](https://app.localstack.cloud)
+- [LocalStack Desktop](https://docs.localstack.cloud/user-guide/tools/localstack-desktop/)
+- [LocalStack Docker Extension](https://docs.localstack.cloud/user-guide/tools/localstack-docker-extension/)
 
 ## Releases
 
@@ -211,7 +219,7 @@ You can also support this project by becoming a sponsor on [Open Collective](htt
 
 ## License
 
-Copyright (c) 2017-2025 LocalStack maintainers and contributors.
+Copyright (c) 2017-2026 LocalStack maintainers and contributors.
 
 Copyright (c) 2016 Atlassian and others.